From 10acef9e6f2d1f56a39c7f4b9ccf4b4be6f8bed7 Mon Sep 17 00:00:00 2001
From: Scott Gasch <scott.gasch@gmail.com>
Date: Wed, 1 Jun 2016 19:04:57 -0700
Subject: [PATCH] A bunch of chess-related papers.

---
 evaluation/Shortcut                           |   154 +
 general/A REVIEW OF GAME-TREE PRUNING.pdf     |   Bin 0 -> 62001 bytes
 general/Enhanced Iterative deeping.pdf        |   Bin 0 -> 269054 bytes
 general/Graph.Properties.pdf                  |   Bin 0 -> 55104 bytes
 general/HH and a_b enhancements.pdf           |   Bin 0 -> 113767 bytes
 general/State.Art.pdf                         |   Bin 0 -> 81206 bytes
 general/chess.pdf                             |   Bin 0 -> 36490 bytes
 general/glem.pdf                              | 13930 +++++++
 hash/Analysis of Transposition Tables.pdf     |   Bin 0 -> 141309 bytes
 hash/Information_in_transpositiontables.pdf   |  9542 +++++
 ...ements schemes for trasposition tables.pdf | 11065 +++++
 ...ical alternatives to alpha beta search.pdf | 14426 +++++++
 .../Multi-Cut Pruning in Game-Tree Search.pdf |   Bin 0 -> 248490 bytes
 ...ning nodes in AB using inductive logic.pdf | 10356 +++++
 ...Similar Positions to Search Game Trees.pdf |   Bin 0 -> 186265 bytes
 misc/probcut.pdf                              | 12373 ++++++
 misc/vrfd_null.html                           |  1268 +
 parallel/214-92.pdf                           |   Bin 0 -> 78476 bytes
 parallel/214-92.ps                            | 11579 ++++++
 parallel/acm.ps                               | 12754 ++++++
 parallel/brockington96aphid.ps                | 34409 ++++++++++++++++
 parallel/brockington96taxonomy.ps             |  2428 ++
 parallel/brockington97aphid.ps                | 12648 ++++++
 parallel/ciancarini94comparison.ps            | 24943 +++++++++++
 parallel/dop7.ps                              |  1844 +
 parallel/jpdc.ps                              | 12898 ++++++
 parallel/mthesis.pdf                          |   Bin 0 -> 447791 bytes
 parallel/p53-walczak.pdf                      |   Bin 0 -> 595401 bytes
 parallel/p533-marsland.pdf                    |   Bin 0 -> 1550785 bytes
 parallel/p65-campbell.pdf                     |   Bin 0 -> 127959 bytes
 parallel/pami.ps                              |  3771 ++
 parallel/rbf-europar01.pdf                    |  1820 +
 parallel/search.ps                            |  2298 ++
 parallel/the-aphid-parallel.pdf               |   Bin 0 -> 74334 bytes
 parallel/the-aphid-parallel.ps                |  3515 ++
 programs/ComputerEloList                      |   197 +
 programs/FewBits                              |   252 +
 programs/PCratings                            |    30 +
 programs/SSDF-RatingList                      |   994 +
 programs/engine-intf.html                     |  1895 +
 programs/harvar93.txt                         |   519 +
 programs/minimax.bib                          |  1338 +
 programs/minimax.dvi                          |   Bin 0 -> 32832 bytes
 programs/pentopt.htm                          |  6723 +++
 programs/testsuites                           |     2 +
 programs/uniacke.ps                           | 12175 ++++++
 programs/xboard.html                          |  1300 +
 rules and standards/FideLawsOfChess           |   791 +
 rules and standards/FiftyMoveRule             |    39 +
 rules and standards/PGN-Standard              |  2921 ++
 rules and standards/WBCA_Blitz_Rules.txt      |   229 +
 rules and standards/fen.doc                   |   130 +
 52 files changed, 227556 insertions(+)
 create mode 100755 evaluation/Shortcut
 create mode 100644 general/A REVIEW OF GAME-TREE PRUNING.pdf
 create mode 100644 general/Enhanced Iterative deeping.pdf
 create mode 100644 general/Graph.Properties.pdf
 create mode 100644 general/HH and a_b enhancements.pdf
 create mode 100644 general/State.Art.pdf
 create mode 100644 general/chess.pdf
 create mode 100644 general/glem.pdf
 create mode 100644 hash/Analysis of Transposition Tables.pdf
 create mode 100644 hash/Information_in_transpositiontables.pdf
 create mode 100644 hash/Replacements schemes for trasposition tables.pdf
 create mode 100644 misc/Are there pratical alternatives to alpha beta search.pdf
 create mode 100644 misc/Multi-Cut Pruning in Game-Tree Search.pdf
 create mode 100644 misc/Pruning nodes in AB using inductive logic.pdf
 create mode 100644 misc/Using Similar Positions to Search Game Trees.pdf
 create mode 100644 misc/probcut.pdf
 create mode 100644 misc/vrfd_null.html
 create mode 100755 parallel/214-92.pdf
 create mode 100755 parallel/214-92.ps
 create mode 100755 parallel/acm.ps
 create mode 100755 parallel/brockington96aphid.ps
 create mode 100755 parallel/brockington96taxonomy.ps
 create mode 100755 parallel/brockington97aphid.ps
 create mode 100755 parallel/ciancarini94comparison.ps
 create mode 100755 parallel/dop7.ps
 create mode 100755 parallel/jpdc.ps
 create mode 100644 parallel/mthesis.pdf
 create mode 100644 parallel/p53-walczak.pdf
 create mode 100644 parallel/p533-marsland.pdf
 create mode 100644 parallel/p65-campbell.pdf
 create mode 100755 parallel/pami.ps
 create mode 100755 parallel/rbf-europar01.pdf
 create mode 100644 parallel/search.ps
 create mode 100755 parallel/the-aphid-parallel.pdf
 create mode 100755 parallel/the-aphid-parallel.ps
 create mode 100644 programs/ComputerEloList
 create mode 100644 programs/FewBits
 create mode 100644 programs/PCratings
 create mode 100644 programs/SSDF-RatingList
 create mode 100644 programs/engine-intf.html
 create mode 100644 programs/harvar93.txt
 create mode 100644 programs/minimax.bib
 create mode 100644 programs/minimax.dvi
 create mode 100644 programs/pentopt.htm
 create mode 100644 programs/testsuites
 create mode 100644 programs/uniacke.ps
 create mode 100644 programs/xboard.html
 create mode 100755 rules and standards/FideLawsOfChess
 create mode 100755 rules and standards/FiftyMoveRule
 create mode 100644 rules and standards/PGN-Standard
 create mode 100755 rules and standards/WBCA_Blitz_Rules.txt
 create mode 100755 rules and standards/fen.doc

diff --git a/evaluation/Shortcut b/evaluation/Shortcut
new file mode 100755
index 0000000..44cb1e6
--- /dev/null
+++ b/evaluation/Shortcut
@@ -0,0 +1,154 @@
+The tree of posible moves branches so rapidly, one can rarely
+search to mate.  Which branch of the tree leads to an advantage?
+This necessitates the use of search heuristics - or shortcuts
+which direct our attention to certain aspects of a position
+while ignoring the rest.  The application of these heuristic is
+what distinguishes between players of different levels.
+Grandmasters choose not to use their "masterly" analytic abilities
+so much but rely more on search heuristics.  The results are they
+typically find the best move, and take less time to do it.  Below
+are some of the heuristics that I compiled which should be
+considered when playing chess. These rules were taken from various
+publications, including MY SYSTEM by Nimzowitsch, the Father
+of positional play!
+----------------------------------------------------------------------
+
+        **** THE FOUR ELEMENTS ****
+
+ FORCE  -  SPACE  -  TIME  -  PAWN STRUCTURE
+
+RULES OF ATTACK
+* Don't trade ATTACKING pieces for defensive ones unnecessarily.
+* You must have an advantage in some element in order to ATTACK.
+* The major aim of most ATTACKS is to provoke a pawn weakness.
+* Apply the force count, count ATTACKING pieces vs defensive ones.
+  A three + count in your favor constitute condidtions for an ATTACK.
+* ATTACK where you have a perponderence of force, unless imploying
+  a minority attack, striving to create backwardness on an open file.
+* ATTACK towards the direction your pawns are pointing.
+* A superior position in the center justifies an ATTACK on the flank.
+
+RULES OF DEFENSE
+* DEFEND economically, too many pieces can get in each others way.
+* Don't create pawn weaknesses, but if necessary, minimize the weakness.
+
+RULES OF FORCE
+* The person who is ahead in FORCE will win 90% of the times.
+* When you are ahead in FORCE, the key principle is "exchange pieces".
+
+RULES OF SPACE
+* Seek to increase your SPACE control.
+* DON'T trade pieces, your pieces are worth more - let him stay cramped.
+* Open the position by forcing pawn exchanges.
+* Focus your attack on a pawn.
+
+RULES OF TIME
+* Don't lock or close the position.
+* Open the position by forcing pawn exchanges.
+
+RULES OF EXCHANGES
+* Exchange in order to seize (or open) a file without loss of time.
+* Exchange to destory a good defender.
+* Exchange in order not to lose time by retreating.
+* Exchange when you are ahead in force!
+* Exchange when your opponent has a pawn weakness.
+* Exchange when you have a passed pawn.
+----------------------------------------------------------------------
+
+RULES OF BISHOPS (worth 3 points)
+* BISHOPS are best in open positions.
+* BISHOPS are most effective when on open diagnals.
+* BISHOPS are best against passed pawns.
+
+RULES OF KNIGHTS (worth 3 points)
+* KNIGHTS are best in closed positions.
+* In order for KNIGHTS to be effective, they must be centrallized.
+* KNIGHTS are best when you have connected passed pawns.
+
+RULES OF ROOKS (worth 5 points)
+* ROOKS belong on open files.
+* The ultimate goal of ROOKS, are to invade the 7th and 8th rank.
+
+RULES OF QUEENS (worth 9 points)
+* QUEENS should stay home (opening) and centrallized (middlegame).
+*
+
+RULES OF KINGS (worth 3 1/2 points)
+* Activate you KING towards the endgame.
+*
+
+RULES OF PAWNS (worth 1 point)
+* PAWN structure determines the nature of your plan of action.
+* There are three types of PAWN Structures, Weak-Solid-Dynamic.
+* Center PAWNS are more important than flank PAWNS.
+* PAWNS should not be on the same color as your Bishop in the endgame.
+--------------------------------------------------------------------
+
+RULES OF PAWN STRUCTURE
+Pawn Islands (Weak)
+* PAWN ISLANDS are weak because they need protection of the pieces.
+  They become weaker and weaker as the number of pieces diminish.
+* When playing with PAWN ISLANDS, protect them or trade them.
+* When playing against PAWN ISLANDS, "Trade Minor Pieces".
+
+Isolated Pawns (Weak)
+Isoloni (Weak/Dynamic)
+* ISOLATED PAWNS become weaker and weaker as the number of pieces
+  on the board diminishes.
+* When playing against ISOLATED PAWNS, "Trade Minor Pieces".  You
+  want to play a major piece endgame.
+* When playing against ISOLATED PAWNS, you should Blockade them.
+
+Doubled Pawns (Weak)
+* When playing with DOUBLED PAWNS, you should push the most forward.
+* When playing against DOUBLED PAWNS, you want to Blockade them.
+
+Backward Pawns (Weak)
+* When playing with BACKWARD PAWNS, you should try to advance it.
+* When playing with BACKWARD PAWNS, you should try and trade the
+  Bishop which is blocked by the BACKWARD PAWN.
+* When playing against the BACKWARD PAWN, you should first...
+  Restrain it  -  Blockade it  -  (1)
+* After blockading the BACKWARD PAWN, systematiclly bring in
+  support of the blockader.  Rotate pieces in and out of the
+  pivoting point to confuse the defense. (1) then Destroy it.
+
+Passed Pawns (Dynamic)
+* PASSED PAWNS must be pushed!
+* When playing with the PASSED PAWN, you should "Trade Pieces". When
+  the number of pieces on the board diminishes, the PASSED PAWN
+  increases in strength.
+* When playing against the PASSED PAWN, you should Blockade it.
+
+Split Pawns (Weak)
+* SPLIT PAWNS become weaker and weaker as the game progresses.
+* When playing against SPLIT PAWNS, you should not concern yourself
+  with them in the middlegame --  just place your pieces effectively.
+* When playing against SPLIT PAWNS, you should "Trade Minor Pieces".
+
+Screened Backward Pawns (Weak)
+* When playing with SCREEN BACKWARD PAWNS, you have less space.
+* When playing against SCREEN BACKWARD PAWNS, advance on the side
+  of the backward pawn.
+
+Hanging Pawns (Dynamic)
+* When playing against HANGING PAWNS, you should "Trade Minor Pieces".
+  They get weaker and weaker as the number of pieces on the board
+  diminish.
+* When playing against HANGING PAWNS,you should force your opponent
+  to move his "c" pawn, then Blockade the pawn on the "d" file.
+
+Pawn Chains (Solid)
+* The Base of a PAWN CHAIN is called the Theater of War, therefore...
+* In order to attack a PAWN CHAIN, attack it's base with a pawn.
+* Attack the new base with many pieces until a weakness elsewhere
+  appear, then attack this weakness with great vigor, returning
+  to the original weakness in the endgame.
+----------------------------------------------------------------------
+
+If you add to or modify this document, please send it to me
+so I can learn something new in chess!  I have a lot of room
+for improvments.
+
+ICS Name: ShoNuff
+Email ID: bruce@sun.apa.org
diff --git a/general/A REVIEW OF GAME-TREE PRUNING.pdf b/general/A REVIEW OF GAME-TREE PRUNING.pdf
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diff --git a/misc/Multi-Cut Pruning in Game-Tree Search.pdf b/misc/Multi-Cut Pruning in Game-Tree Search.pdf
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diff --git a/misc/Using Similar Positions to Search Game Trees.pdf b/misc/Using Similar Positions to Search Game Trees.pdf
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+<head>
+<meta http-equiv="Content-Language" content="en-us">
+<meta name="GENERATOR" content="Microsoft FrontPage 5.0">
+<meta name="ProgId" content="FrontPage.Editor.Document">
+<meta http-equiv="Content-Type" content="text/html; charset=windows-1252">
+<title>Verified Null-Move Pruning</title>
+</head>
+
+<body bgcolor="#FFFFFF" topmargin="50" leftmargin="100">
+
+<div align="center">
+  <center>
+  <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="580" id="AutoNumber5">
+    <tr>
+      <td>
+      <div align="center">
+        <center>
+        <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="AutoNumber2">
+          <tr>
+            <td width="33%">
+            <p align="left">&nbsp;</td>
+            <td width="33%">
+            <p align="center"><font face="Times New Roman" size="2">Verified 
+            Null-Move Pruning</font></td>
+            <td width="34%">
+            <p align="right"><font face="Times New Roman" size="2">153</font></td>
+          </tr>
+        </table>
+        </center>
+      </div>
+      <font FACE="Times New Roman"><b>
+      <p ALIGN="center">&nbsp;</p>
+      <p ALIGN="center">VERIFIED NULL-MOVE PRUNING</p>
+      </b><font FACE="Times New Roman" SIZE="2"><i>
+      <p ALIGN="center">Omid David Tabibi </i><sup>1</sup><i>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 
+      Nathan S. Netanyahu </i><sup>2</sup></p>
+      <p ALIGN="center">Ramat-Gan, Israel</p>
+      <p ALIGN="center">ABSTRACT</p>
+      </font></font>
+      <div align="center">
+        <center>
+        <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" dir="ltr" id="AutoNumber1" width="520">
+          <tr>
+            <td><font FACE="Times New Roman" SIZE="2">
+            <p ALIGN="justify">In this article we review standard null-move 
+            pruning and introduce our extended version of it, which we call <i>
+            verified null-move pruning</i>. In verified null-move pruning, 
+            whenever the shallow null-move search indicates a fail-high, instead 
+            of cutting off the search from the current node, the search is 
+            continued with reduced depth.</p>
+            <p ALIGN="justify">Our experiments with verified null-move pruning 
+            show that on average, it constructs a smaller search tree with 
+            greater tactical strength in comparison to standard null-move 
+            pruning. Moreover, unlike standard null-move pruning, which fails 
+            badly in zugzwang positions, verified null-move pruning manages to 
+            detect most zugzwangs and in such cases conducts a re-search to 
+            obtain the correct result. In addition, verified null-move pruning 
+            is very easy to implement, and any standard null-move pruning 
+            program can use verified null-move pruning by modifying only a few 
+            lines of code.</font></td>
+          </tr>
+        </table>
+        </center>
+      </div>
+      <p ALIGN="justify"><b><font size="2">1.&nbsp;&nbsp;&nbsp; INTRODUCTION</font></b></p>
+      <font FACE="Times New Roman" SIZE="2">
+      <p ALIGN="justify">Until the mid-1970s most chess programs were trying to 
+      search the same way humans think, by generating “plausible” moves. By 
+      using extensive chess knowledge at each node, these programs selected a 
+      few moves which they considered plausible, and thus pruned large parts of 
+      the search tree. However, plausible move generating programs had serious 
+      tactical shortcomings, and as soon as brute-force search programs like 
+      TECH (Gillogy, 1972) and CHESS 4.X (Slate and Atkin, 1977) managed to 
+      reach depths of 5 plies and more, plausible-move generating programs 
+      frequently lost to brute-force searchers due to their tactical weaknesses.</p>
+      <p ALIGN="justify">Brute-force searchers rapidly dominated the 
+      computer-chess field. Most brute-force searchers of that time used no 
+      selectivity in their full-width search tree, except for some extensions, 
+      consisting mostly of check extensions and recaptures. The most successful 
+      of these brute-force programs were BELLE (Condon and Thompson, 1983a,b), 
+      DEEP THOUGHT (Hsu, Anantharaman, Campbell, and Nowatzyk, 1990), HITECH 
+      (Berliner and Ebeling, 1990; Berliner, 1987; Ebeling, 1986), and CRAY 
+      BLITZ (Hyatt, Gower, and Nelson, 1990), which for the first time managed 
+      to compete successfully against humans.</font></p>
+      <p ALIGN="justify"><font FACE="Times New Roman" SIZE="2">The introduction 
+      of null-move pruning (Beal, 1989; Goetsch and Campbell, 1990; Donninger, 
+      1993) in the early 1990s marked the end of an era, as far as the 
+      domination of brute-force programs in computer chess is concerned. Unlike 
+      other forward-pruning methods (e.g., <i>razoring </i>(Birmingham and Kent, 
+      1977), GAMMA (Newborn, 1975), and <i>marginal forward pruning </i>(Slagle, 
+      1971)), which had great tactical weaknesses, null-move pruning enabled 
+      programs to search more deeply with minor tactical risks. Forward-pruning 
+      programs frequently outsearched brute-force searchers, and started their 
+      own reign which has continued ever since; they have won all World 
+      Computer-Chess Championships since 1992 (van den Herik and Herschberg, 
+      1992; Tsang and Beal, 1995; Feist, 1999). DEEP BLUE (Hammilton and Garber, 
+      1997; Hsu, 1999) (the direct descendant of DEEP THOUGHT (Hsu <i>et al.</i>, 
+      1990)) was probably the last brute-force searcher. Today almost all top 
+      tournament playing programs use forward-pruning methods, null-move pruning 
+      being the most popular of them (Feist, 1999).</font></p>
+      <font FACE="Times New Roman" SIZE="1">
+      <hr noshade color="#000000" align="justify" width="35%" size="1">
+      <p ALIGN="justify"><sup>1</sup> Department of Computer Science, Bar-Ilan 
+      University, Ramat-Gan 52900, Israel, Email:
+      <a href="mailto:davoudo@cs.biu.ac.il">davoudo@cs.biu.ac.il</a>.
+      <a href="Http://www.cs.biu.ac.il/~davoudo">
+      Http://www.cs.biu.ac.il/~davoudo</a><sup><br>
+      2</sup> Department of Computer Science, Bar-Ilan University, Ramat-Gan 
+      52900, Israel, Email: <a href="mailto:nathan@cs.biu.ac.il">
+      nathan@cs.biu.ac.il</a>, and Center for Automation Research, University of 
+      Maryland, College Park, MD 20742, USA, Email:
+      <a href="mailto:nathan@cfar.umd.edu">nathan@cfar.umd.edu</a>.</font></p>
+      <font FACE="Times New Roman" SIZE="1"><hr>
+      <p>&nbsp;</p>
+      <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="AutoNumber2">
+        <tr>
+          <td width="33%">
+          <p align="left"><font face="Times New Roman" size="2">154</font></td>
+          <td width="33%"><font FACE="Times New Roman" SIZE="2">
+          <p ALIGN="center">ICGA Journal</font></td>
+          <td width="34%">
+          <p align="right"><font size="2">September 2002</font></td>
+        </tr>
+      </table>
+      </font><font FACE="Times New Roman" SIZE="2">
+      <p align="justify">In this article we introduce our new <i>verified 
+      null-move pruning </i>method, and demonstrate empirically its improved 
+      performance in comparison with standard null-move pruning. This is 
+      reflected in its reduced search tree size, as well as its greater tactical 
+      strength. In Section 2 we review standard null-move pruning, and in 
+      Section 3 we introduce verified null-move pruning. Section 4 presents our 
+      experimental results, and Section 5 contains concluding remarks.</p>
+      <b>
+      <p align="justify">2.&nbsp;&nbsp;&nbsp; STANDARD NULL-MOVE PRUNING</p>
+      </b>
+      <p align="justify">As mentioned earlier, brute-force programs refrained 
+      from pruning any nodes in the full-width part of the search tree, deeming 
+      the risks of doing so as being too high. Null-move (Beal, 1989; Goetsch 
+      and Campbell, 1990; Donninger, 1993) introduced a new pruning scheme which 
+      based its cutoff decisions on dynamic criteria, and thus gained greater 
+      tactical strength in comparison with the static forward pruning methods 
+      that were in use at that time.</p>
+      <div align="center">
+        <center>
+        <table border="1" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" id="AutoNumber3">
+          <tr>
+            <td><font FACE="Times New Roman" SIZE="2">
+            <p ALIGN="LEFT">/* the depth reduction factor */</font><font FACE="Courier" SIZE="2"><br>
+            #define R 2<br>
+            int search (alpha, beta, depth) {<br>
+&nbsp;&nbsp;&nbsp; if (depth </font><font FACE="CMMI10" SIZE="2">&lt;</font><font FACE="Courier" SIZE="2">= 
+            0)<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; return evaluate(); </font>
+            <font FACE="Times New Roman" SIZE="2">/* in practice, quiescence() 
+            is called here */<br>
+            <font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; </font>/* conduct a null-move search if it is legal and desired */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; if (</font><font FACE="CMR10" SIZE="2">!</font><font FACE="Courier" SIZE="2">in_check() 
+            &amp;&amp; null_ok()) {<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; make_null_move();<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; </font>/* null-move search with 
+            minimal window around beta */<br>
+            <font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 
+            value = -search(-beta, -beta + 1, depth - R - 1);<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; if (value </font>
+            <font FACE="CMMI10" SIZE="2">&gt;</font><font FACE="Courier" SIZE="2">= 
+            beta) </font><font FACE="Times New Roman" SIZE="2">/* cutoff in case 
+            of fail-high */<br>
+            <font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
+            </font></font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; 
+            return value;<br>
+&nbsp;&nbsp;&nbsp; }<br>
+&nbsp;&nbsp;&nbsp; </font><font FACE="Times New Roman" SIZE="2">/* continue 
+            regular NegaScout/PVS search */<br>
+            <font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; </font>. . .<br>
+            <font FACE="Courier" SIZE="2">}</font></font></td>
+          </tr>
+        </table>
+        <p><b>Figure 1</b>: Standard null-move pruning.</p>
+        </center>
+      </div>
+      <p ALIGN="justify">There are positions in chess where any move will 
+      deteriorate the position, so that not making a move is the best option. 
+      These positions are called <i>zugzwang </i>positions. While zugzwang 
+      positions are rare in the middle game, they are not an exception in 
+      endgames, especially endgames in which one or both sides are left with 
+      King and Pawns. Null-move pruning will fail badly in zugzwang positions 
+      since the basic assumption behind the method does not hold. In fact, the 
+      null-move search’s value is an upper bound in such cases. As a result, 
+      null-move pruning is avoided in such endgame positions.</p>
+      </font><font FACE="Times New Roman" SIZE="1"><hr>
+      <p ALIGN="justify">&nbsp;</p>
+      <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="AutoNumber2">
+        <tr>
+          <td width="33%">
+          <p align="left">&nbsp;</td>
+          <td width="33%">
+          <p align="center"><font face="Times New Roman" size="2">Verified 
+          Null-Move Pruning</font></td>
+          <td width="34%">
+          <p align="right"><font face="Times New Roman" size="2">155</font></td>
+        </tr>
+      </table>
+      </font><font FACE="Times New Roman" SIZE="2">
+      <p ALIGN="justify">As previously noted, the major benefit of null-move 
+      pruning stems from the depth reduction in the null-move searches. However, 
+      these reduced-depth searches are liable to tactical weaknesses due to the
+      <i>horizon effect </i>(Berliner, 1974). A horizon effect results whenever 
+      the reduced-depth search misses a tactical threat. Such a threat would not 
+      have been missed, had we conducted a search without any depth reduction. 
+      The greater the depth reduction </font><font FACE="CMMI10" SIZE="2">R</font><font FACE="Times New Roman" SIZE="2">, 
+      the greater the tactical risk due to the horizon effect. So, the saving 
+      resulting from null-move pruning depends on the depth reduction factor, 
+      since a shallower search (i.e., a greater </font>
+      <font FACE="CMMI10" SIZE="2">R</font><font FACE="Times New Roman" SIZE="2">) 
+      will result in faster null-move searches and an overall smaller search 
+      tree.</p>
+      <p ALIGN="justify">In the early days of null-move pruning, most programs 
+      used </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 1</font><font FACE="Times New Roman" SIZE="2">, 
+      which ensures the least tactical risk, but offers the least saving in 
+      comparison with other </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="Times New Roman" SIZE="2">values. Other reduction factors that 
+      were experimented with were </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 2 </font>
+      <font FACE="Times New Roman" SIZE="2">and </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font><font FACE="Times New Roman" SIZE="2">. 
+      Research conducted over the years, most extensively by Heinz (1999), 
+      showed that overall, </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 2 </font>
+      <font FACE="Times New Roman" SIZE="2">performs better than the too 
+      conservative </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 1 </font>
+      <font FACE="Times New Roman" SIZE="2">and the too aggressive </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font><font FACE="Times New Roman" SIZE="2">. 
+      Today, almost all null-move pruning programs, use at least </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2
+      </font><font FACE="Times New Roman" SIZE="2">(Feist, 1999). However, using
+      </font><font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+      3 </font><font FACE="Times New Roman" SIZE="2">is tempting, considering 
+      the reduced search effort resulting from shallower null-move searches. 
+      (This will be demonstrated in Section 4.) Donninger (1993) was the first 
+      to suggest an adaptive rather than a fixed value for </font>
+      <font FACE="CMMI10" SIZE="2">R</font><font FACE="Times New Roman" SIZE="2">. 
+      Experiments conducted by Heinz (1999), in his article on adaptive 
+      null-move pruning, suggest that using </font><font FACE="CMMI10" SIZE="2">
+      R </font><font FACE="CMR10" SIZE="2">= 3 </font>
+      <font FACE="Times New Roman" SIZE="2">in upper parts of the search tree 
+      and </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 2 </font>
+      <font FACE="Times New Roman" SIZE="2">in its lower parts can save 10 to 30 
+      percent of the search effort in comparison with a fixed </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font><font FACE="Times New Roman" SIZE="2">, 
+      while maintaining overall tactical strength.</p>
+      <p align="justify">In the next section we present a new null-move pruning 
+      method which allows the use of </font><font FACE="CMMI10" SIZE="2">R
+      </font><font FACE="CMR10" SIZE="2">= 3 </font>
+      <font FACE="Times New Roman" SIZE="2">in all parts of the search tree, 
+      while alleviating to a significant extent the main disadvantage of 
+      standard null-move pruning.</p>
+      <b>
+      <p align="justify">3.&nbsp;&nbsp;&nbsp; VERIFIED NULL-MOVE PRUNING</p>
+      </b>
+      <p align="justify">Cutoffs based on a shallow null-move search can be too 
+      risky at some points, especially in zugzwang positions. Goetsch and 
+      Campbell (1990) hinted at continuing the search with reduced depth, in 
+      case the null-move search indicates a fail-high, in order to substantiate 
+      that the value returned from the null-move search is indeed a lower bound 
+      on the position. Plenkner (1995) showed that this idea can help prevent 
+      errors due to zugzwangs. However, verifying the search in the middle game 
+      seems wasteful, as it appears to undermine the basic benefit of null-move 
+      pruning, namely that a cutoff is determined by a shallow null-move search.</p>
+      <p ALIGN="justify">In addition to helping in detecting zugzwangs, the idea 
+      of not immediately pruning the search tree (based on the value returned 
+      from the shallow null-move search) can also help to reduce the tactical 
+      weaknesses caused by the horizon effect, since by continuing the search we 
+      may be able to detect threats which the shallow null-move search has 
+      failed to detect. Based on these ideas, we developed our own 
+      reformulation, which we call<i> verified null-move pruning</i>. At each 
+      node, we conduct a null-move search with a depth reduction of </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font><font FACE="Times New Roman" SIZE="2">. 
+      If the returned value from that null-move search indicates a fail-high 
+      (i.e., </font><i><font FACE="CMMI10" SIZE="2">value &#8805; &#946;</font></i><font SIZE="2" face="Times New Roman">), 
+      we then reduce the depth by one ply and continue the search in order to 
+      verify the cutoff. However, for that node’s subtree, we use standard 
+      null-move pruning (cutoff takes place upon fail-highs). See Figure 2, for 
+      an illustration.</font></p>
+      <div align="center">
+        <center>
+        <table border="1" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" id="AutoNumber4">
+          <tr>
+            <td><img border="0" src="example.gif" width="414" height="171"></td>
+          </tr>
+        </table>
+        <font FACE="Times New Roman" SIZE="2"><b>
+        <p>Figure 2</b>: Illustration of verified null-move pruning.</p>
+        </font></center>
+      </div>
+      <font FACE="Times New Roman" SIZE="2">
+      <p align="justify">The basic idea behind verified null-move pruning is 
+      that null-move search with </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 3 </font>
+      <font FACE="Times New Roman" SIZE="2">constructs a considerably smaller 
+      search tree. However, because of its tactical deficiencies, a cutoff based 
+      on it is too risky. So upon a fail-high, we reduce the depth and continue 
+      the search, using standard null-move pruning</font></p>
+      <font FACE="Times New Roman" SIZE="1"><hr>
+      <p>&nbsp;</p>
+      <div align="center">
+        <center>
+        <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="AutoNumber6">
+          <tr>
+            <td width="33%">
+            <p align="left"><font size="2">156</font></td>
+            <td width="33%">
+            <p align="center"><font FACE="Times New Roman" SIZE="2">ICGA Journal</font></td>
+            <td width="34%">
+            <p align="right"><font size="2">September 2002</font></td>
+          </tr>
+        </table>
+        </center>
+      </div>
+      </font>
+      <p align="justify"><font FACE="Times New Roman" SIZE="2">(with </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font><font FACE="Times New Roman" SIZE="2">) 
+      in that node’s subtree. The search at a node is thus cut off (based on its 
+      null-move search) only if there has been another null-move search 
+      fail-high indication in one of the node’s ancestors (see Figure 2). As the 
+      experimental results in the next section show, verified null-move pruning 
+      constructs a search tree which is close in size to that of standard 
+      null-move pruning with <font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 3</font>, and whose tactical strength is 
+      greater on average than that of standard null-move pruning with
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font>. 
+      This is a smaller search tree with greater tactical strength, in 
+      comparison with standard null-move pruning with
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font>, 
+      which is commonly used nowadays.</font></p>
+      <p align="justify"><font FACE="Times New Roman" SIZE="2">Since upon a 
+      fail-high indication we do not cut off the search at once, we have the 
+      ability to check whether the returned value is indeed a lower bound on the 
+      position. If the null-move search indicates a cutoff, but the search shows 
+      that the best value is smaller than </font><i>
+      <font FACE="CMMI10" SIZE="2">&#946;</font></i><font FACE="Times New Roman" SIZE="2">, 
+      this implies that the position is a zugzwang, as the value from the null 
+      move is greater than or equal to the value from the best move. In such 
+      cases, we restore the original depth (which was reduced by one ply after 
+      the fail-high indication), and conduct a re-search to obtain the correct 
+      value.</p>
+      <p align="justify">Implementation of verified null-move search is a matter 
+      of adding a few lines of code to standard null-move search, as shown in 
+      Figure 3. Regarding the pseudo-code presented, when the search starts at 
+      the root level, the flag <font FACE="Courier" SIZE="2">verify </font>is 
+      initialized to <font FACE="Courier" SIZE="2">true</font>. When the 
+      null-move search indicates a fail-high, the remaining depth is reduced by 
+      one ply, and <font FACE="Courier" SIZE="2">verify </font>is given the 
+      value <font FACE="Courier" SIZE="2">false</font>, which will be passed to 
+      the children of the current node, indicating that standard null-move 
+      pruning will be conducted with respect to the children. Upon a fail-high 
+      indication due to the standard null-move search of these children’s 
+      subtrees, cutoff takes place immediately.</p>
+      <b>
+      <p align="justify">4.&nbsp;&nbsp;&nbsp; EXPERIMENTAL RESULTS</p>
+      </b>
+      <p align="justify">In this section we examine the performance of verified 
+      null-move pruning, focusing on its tactical strength and smaller 
+      search-tree size in comparison with standard null-move pruning. We 
+      conducted our experiments using the G<font FACE="Times New Roman" SIZE="1">ENESIS<sup>3</sup>
+      </font>engine. G<font FACE="Times New Roman" SIZE="1">ENESIS </font>is 
+      designed especially for research, emphasizing accurate implementation of 
+      algorithms and detailed statistics. For our experiments we used the N<font FACE="Times New Roman" SIZE="1">EGA</font>S<font FACE="Times New Roman" SIZE="1">COUT</font>/PVS 
+      (Campbell and Marsland, 1983; Reinefeld, 1983) search algorithm, with 
+      history heuristic (Schaeffer, 1983, 1989) and transposition table (Slate 
+      and Atkin, 1977; Nelson, 1985). To demonstrate the tactical strength 
+      differences between the different methods even better, we used one-ply 
+      check extensions on leaf nodes; the quiescence search consisted only of 
+      captures/recaptures. In all test suites used, we discarded positions in 
+      which at least one side had no more than King and Pawns. This was done to 
+      avoid dealing with zugzwang positions, for which verified null-move 
+      pruning obviously fares much better tactically, as explained before.</p>
+      <p ALIGN="justify">In order to obtain an estimate of the search tree, we 
+      searched 138 test positions from <i>Test Your Tactical Ability </i>by 
+      Yakov Neishtadt (see the Appendix) to depths of 9 and 10 plies, using 
+      standard <font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 1</font>, <font FACE="CMMI10" SIZE="2">R
+      </font><font FACE="CMR10" SIZE="2">= 2</font>,
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font>, 
+      and verified <font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 3</font>. Table 1 gives the total node count 
+      for each method and the size of the tree in comparison with verified
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font>. 
+      Table 2 gives the number of positions that each method solved correctly 
+      (i.e., found the correct variation for). Later we will further examine the 
+      tactical strength, using additional test suites.</p>
+      <div align="center">
+        <center>
+        <table border="1" cellpadding="3" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" id="AutoNumber7" height="88">
+          <tr>
+            <td align="center" valign="top" height="8">
+            <font FACE="Times New Roman" SIZE="2">Depth</font></td>
+            <td align="right" valign="top" height="8">
+            <font FACE="Times New Roman" SIZE="2">Std
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            1</font></font></td>
+            <td align="right" valign="top" height="8">
+            <font FACE="Times New Roman" SIZE="2">Std
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            2</font></font></td>
+            <td align="right" valign="top" height="8">
+            <font FACE="Times New Roman" SIZE="2">Std
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3 </font></font></td>
+            <td align="right" valign="top" height="8">
+            <font FACE="Times New Roman" SIZE="2">Vrfd
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3</font></font></td>
+          </tr>
+          <tr>
+            <td align="center" valign="top" height="30">
+            <font FACE="Times New Roman" SIZE="2">9</font></td>
+            <td align="right" valign="top" height="30">
+            <font FACE="Times New Roman" SIZE="2">&nbsp;1,652,668,804<br>
+            (+267.46%)</font></td>
+            <td align="right" valign="top" height="30">
+            <font FACE="Times New Roman" SIZE="2">&nbsp;603,549,66<br>
+            (+34.19%)</font></td>
+            <td align="right" valign="top" height="30">
+            <font FACE="Times New Roman" SIZE="2">267,208,422<br>
+&nbsp;(-40.58%)</font></td>
+            <td align="right" valign="top" height="30">
+            <font FACE="Times New Roman" SIZE="2">449,744,588<br>
+            -</font></td>
+          </tr>
+          <tr>
+            <td align="center" valign="top" height="30">
+            <font FACE="Times New Roman" SIZE="2">10</font></td>
+            <td align="right" valign="top" height="30">
+            <font FACE="Times New Roman" SIZE="2">11,040,766,367<br>
+            (+661.64%)</font></td>
+            <td align="right" valign="top" height="30">
+            <font FACE="Times New Roman" SIZE="2">1,892,829,685<br>
+            (+30.57%)</font></td>
+            <td align="right" valign="top" height="30">
+            <font FACE="Times New Roman" SIZE="2">862,153,828<br>
+            (-40.52%)</font></td>
+            <td align="right" valign="top" height="30">
+            <font FACE="Times New Roman" SIZE="2">1,449,589,289<br>
+            -</font></td>
+          </tr>
+        </table>
+        </center><b>
+        <p align="justify">Table 1</b>: Total node count of standard
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 1</font><font FACE="CMMI10" SIZE="2">;
+        </font><font FACE="CMR10" SIZE="2">2</font><font FACE="CMMI10" SIZE="2">;
+        </font><font FACE="CMR10" SIZE="2">3 </font>and verified
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3
+        </font>at depths 9 and 10, for 138 Neishtadt test positions.</div>
+      <p ALIGN="justify">The results in Tables 1 and 2 reveal that the size of 
+      the tree constructed by verified null-move pruning is between those of 
+      standard <font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 2 </font>and <font FACE="CMMI10" SIZE="2">R
+      </font><font FACE="CMR10" SIZE="2">= 3</font>, and that its tactical 
+      strength is greater on average than that of standard
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font>. 
+      These results also show that the use of <font FACE="CMMI10" SIZE="2">R
+      </font><font FACE="CMR10" SIZE="2">= 1 </font>is impractical due to its 
+      large tree size in comparison with other depth-reduction values. Focusing 
+      on the practical alternatives (i.e., standard <font FACE="CMMI10" SIZE="2">
+      R </font><font FACE="CMR10" SIZE="2">= 2 </font>and<font FACE="CMMI10" SIZE="2"> 
+      R </font><font FACE="CMR10" SIZE="2">= 3</font>, and verified
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font>), 
+      we would like to examine the behavior of verified
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3
+      </font>and find out whether its tree size remains between the tree sizes 
+      associated with <font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 2 </font>and <font FACE="CMMI10" SIZE="2">R
+      </font><font FACE="CMR10" SIZE="2">= 3</font>, or whether it approaches 
+      the size of one</p>
+      <font FACE="Times New Roman" SIZE="1">
+      <hr noshade color="#000000" align="justify" width="35%" size="1">
+      <p ALIGN="LEFT"><sup>3</sup>
+      <a href="http://www.cs.biu.ac.il/~davoudo/genesis">
+      http://www.cs.biu.ac.il/~davoudo/genesis</a></p>
+      </font></font><font FACE="Times New Roman" SIZE="1"><hr>
+      <p ALIGN="LEFT">&nbsp;</p>
+      <div align="center">
+        <center>
+        <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="AutoNumber8">
+          <tr>
+            <td width="33%">
+            <p align="left">&nbsp;</td>
+            <td width="33%">
+            <p align="center"><font size="2">Verified Null-Move Pruning</font></td>
+            <td width="34%">
+            <p align="right"><font size="2">157</font></td>
+          </tr>
+        </table>
+        </center>
+      </div>
+      </font>
+      <p ALIGN="LEFT">&nbsp;</p>
+      <div align="center">
+        <center>
+        <table border="1" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" id="AutoNumber9">
+          <tr>
+            <td><font FACE="Courier" SIZE="2">
+            <p ALIGN="LEFT">#define R 3 </font>
+            <font FACE="Times New Roman" SIZE="2">/* the depth reduction factor 
+            */<br>
+            /* at the root level, verify = true */</font><font FACE="Courier" SIZE="2"><br>
+            int search (alpha, beta, depth, verify) {<br>
+&nbsp;&nbsp;&nbsp; if (depth </font><font FACE="CMMI10" SIZE="2">&lt;</font><font FACE="Courier" SIZE="2">= 
+            0)<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; return evaluate(); </font>
+            <font FACE="Times New Roman" SIZE="2">/* in practice, quiescence() 
+            is called here */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; </font>
+            <font FACE="Times New Roman" SIZE="2">/* if verify = true, and depth 
+            = 1, null-move search is not conducted, since<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; </font>
+            <font FACE="Times New Roman" SIZE="2">&nbsp;* verification will not 
+            be possible */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; if (</font><font FACE="CMR10" SIZE="2">!</font><font FACE="Courier" SIZE="2">in_check() 
+            &amp;&amp; null_ok() &amp;&amp; (</font><font FACE="CMR10" SIZE="2">!</font><font FACE="Courier" SIZE="2">verify 
+            || depth </font><font FACE="CMMI10" SIZE="2">&gt; </font>
+            <font FACE="Courier" SIZE="2">1)) {<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; make_null_move();</font><font FACE="Times New Roman" SIZE="2"><br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
+            </font><font FACE="Times New Roman" SIZE="2">/* null-move search 
+            with minimal window around beta */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 
+            value = -search(-beta, -beta + 1, depth - R - 1,<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; 
+            verify);<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; if (value </font>
+            <font FACE="CMMI10" SIZE="2">&gt;</font><font FACE="Courier" SIZE="2">= 
+            beta)</font><font FACE="CMSY10" SIZE="2"> { </font>
+            <font FACE="Times New Roman" SIZE="2">/* fail-high */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 
+            if (verify) {<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 
+            depth--; </font><font FACE="Times New Roman" SIZE="2">/* reduce the 
+            depth by one ply */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
+            </font><font FACE="Times New Roman" SIZE="2">/* turn verification 
+            off for the sub-tree */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 
+            verify = false;<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
+            </font><font FACE="Times New Roman" SIZE="2">/* mark a fail-high 
+            flag, to detect zugzwangs later*/<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 
+            fail high = true;<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; }<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; else </font>
+            <font FACE="Times New Roman" SIZE="2">/* cutoff in a sub-tree with 
+            fail-high report */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 
+            return value;<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; }<br>
+&nbsp;&nbsp;&nbsp; }<br>
+            re search: </font><font FACE="Times New Roman" SIZE="2">/* if a 
+            zugzwang is detected, return here for re-search */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; </font>
+            <font FACE="Times New Roman" SIZE="2">/* do regular NegaScout/PVS 
+            search */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; </font>
+            <font FACE="Times New Roman" SIZE="2">/* search() is called with 
+            current value of “verify” */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; </font>
+            <font FACE="Times New Roman" SIZE="2">. . .<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; </font>
+            <font FACE="Times New Roman" SIZE="2">/* if there is a fail-high 
+            report, but no cutoff was found, the position<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; </font>
+            <font FACE="Times New Roman" SIZE="2">&nbsp;* is a zugzwang and has 
+            to be re-searched with the original depth */<br>
+            </font><font FACE="Courier" SIZE="2">&nbsp;&nbsp;&nbsp; if(fail_high 
+            &amp;&amp; best </font><font FACE="CMMI10" SIZE="2">&lt; </font>
+            <font FACE="Courier" SIZE="2">beta) {<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; depth++;<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; fail high = false;<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; verify = true;<br>
+&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; goto re search;<br>
+&nbsp;&nbsp;&nbsp; }<br>
+            }</font></td>
+          </tr>
+        </table>
+        <font FACE="Times New Roman" SIZE="2"><b>
+        <p>Figure 3</b>: Verified null-move pruning.</p>
+        </font></center>
+      </div>
+      <font FACE="Times New Roman" SIZE="2">
+      <p ALIGN="justify">&nbsp;</p>
+      <p ALIGN="justify">&nbsp;</p>
+      <div align="center">
+        <center>
+        <table border="1" cellpadding="3" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" id="AutoNumber10">
+          <tr>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">Depth</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">Std
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            1</font></font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">Std
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            2</font></font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">Std
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3</font></font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2"><font FACE="CMR10" SIZE="2">&nbsp;</font>Vrfd
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3</font></font></td>
+          </tr>
+          <tr>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">9</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">64</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">62</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">53</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">60</font></td>
+          </tr>
+          <tr>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">10</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">71</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">66</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">65</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">71</font></td>
+          </tr>
+        </table>
+        </center><b>
+        <p ALIGN="justify">Table 2</b>: Number of solved positions using 
+        standard <font FACE="CMMI10" SIZE="2">R </font>
+        <font FACE="CMR10" SIZE="2">= 1</font><font FACE="CMMI10" SIZE="2">;
+        </font><font FACE="CMR10" SIZE="2">2</font><font FACE="CMMI10" SIZE="2">;
+        </font><font FACE="CMR10" SIZE="2">3 </font>and verified
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3
+        </font>at depths 9 and 10, for 138 Neishtadt test positions.</div>
+      <font FACE="Times New Roman" SIZE="1"><hr>
+      <p ALIGN="LEFT">&nbsp;</p>
+      <div align="center">
+        <center>
+        <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="AutoNumber11">
+          <tr>
+            <td width="33%"><font size="2">158</font></td>
+            <td width="33%">
+            <p align="center"><font FACE="Times New Roman" SIZE="2">ICGA Journal</font></td>
+            <td width="34%">
+            <p align="right"><font size="2">September 2002</font></td>
+          </tr>
+        </table>
+        </center>
+      </div>
+      </font>
+      <p>&nbsp;</p>
+      <div align="center">
+        <center>
+        <table border="1" cellpadding="3" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" id="AutoNumber12">
+          <tr>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">Depth </font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">Std
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            2 </font></font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">Std
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3 </font></font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">Vrfd
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3</font></font></td>
+          </tr>
+          <tr>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">9</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">5,374,275,763<br>
+            (+10.84%) </font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">2,483,951,601<br>
+            (-48.76%)</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">4,848,596,820<br>
+            -</font></td>
+          </tr>
+          <tr>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">10</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">16,952,333,579<br>
+            (+17.40%)</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">7,920,812,800<br>
+            (-45.14%)</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">14,439,185,304<br>
+            -</font></td>
+          </tr>
+          <tr>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">11</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">105,488,197,524<br>
+            (+106.51%) </font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">24,644,668,194<br>
+            (-51.75%)</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">51,080,338,048<br>
+            -</font></td>
+          </tr>
+        </table>
+        </center><b>
+        <p ALIGN="justify">Table 3</b>: Total node count of standard
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font>,
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font>, 
+        and verified <font FACE="CMMI10" SIZE="2">R </font>
+        <font FACE="CMR10" SIZE="2">= 3 </font>at depths 9, 10, and 11, for 869 
+        ECM test positions.</div>
+      <div align="center">
+&nbsp;<center>
+        <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" id="AutoNumber13">
+          <tr>
+            <td><img border="0" src="graph.gif" width="420" height="311"></td>
+          </tr>
+        </table>
+        </center><b>
+        <p align="justify">Figure 4</b>: Tree sizes of standard
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font>,
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font>, 
+        and verified <font FACE="CMMI10" SIZE="2">R </font>
+        <font FACE="CMR10" SIZE="2">= 3 </font>at depths 9, 10, and 11, for 869 
+        ECM test positions.</div>
+      <p ALIGN="justify">of these trees. We therefore conducted a search to a 
+      depth of 11 plies, using 869 positions from the<i> Encyclopedia of Chess 
+      Middlegames </i>(ECM)<sup><font FACE="Times New Roman" SIZE="1">4</font></sup>. 
+      Table 3 provides the total node counts at depths 9, 10, and 11, using 
+      standard <font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 2</font>, <font FACE="CMMI10" SIZE="2">R
+      </font><font FACE="CMR10" SIZE="2">= 3</font>, and verified
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font>. 
+      See also Figure 4. As Figure 4 clearly indicates, for depth 11 the size of 
+      the tree constructed by verified null-move pruning with<font FACE="CMMI10" SIZE="2"> 
+      R </font><font FACE="CMR10" SIZE="2">= 3 </font>is closer to standard 
+      null-move pruning with <font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 3</font>. This implies that the saving from 
+      verified null-move pruning will be greater as we search more deeply. This 
+      can be explained by the fact that the saving from the use of
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3
+      </font>in the shallow null-move search far exceeds the verification cost 
+      of verified null-move pruning.</p>
+      <p ALIGN="justify">Having studied the effect of verified null-move pruning 
+      on the search tree size, we now take a closer look at the resulting 
+      tactical strength in comparison with standard null-move pruning with 
+      different depth reductions.</p>
+      <p ALIGN="justify">For this purpose we used 999 positions from the <i>
+      Winning Chess Sacrifices </i>(WCS) test suite, and 434 positions of “mate 
+      in 4” and 353 positions of “mate in 5” from the test suites of the <i>
+      Chess Analysis Project </i>(CAP); see the Appendix. The WCS positions were 
+      searched to depths of 8, 9, and 10 plies, using standard
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font>,
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font>, 
+      and verified <font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 3</font>. Table 4 provides the total node 
+      counts, and Table 5 gives the number of correctly solved positions for the 
+      WCS test suite. For each position of “mate in 4” we conducted a search to 
+      a depth of 8 plies, and for each “mate in 5” position a search to a depth 
+      of 10 plies. The search was conducted using standard<font FACE="CMMI10" SIZE="2"> 
+      R </font><font FACE="CMR10" SIZE="2">= 1</font>,
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font>,
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font>, 
+      and verified <font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 3</font>. Table 6 provides the number of 
+      positions that each method solved (i.e., found the checkmating sequence).</p>
+      <font FACE="Times New Roman" SIZE="1">
+      <hr noshade color="#000000" align="justify" width="35%" size="1">
+      <p ALIGN="LEFT"><sup>4</sup> Because of the large number of errors in 
+      ECM’s suggested best moves, we did not check here for number of solved 
+      positions.</p>
+      <font FACE="Times New Roman" SIZE="1"><hr>
+      <p ALIGN="LEFT">&nbsp;</p>
+      <div align="center">
+        <center>
+        <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="AutoNumber14">
+          <tr>
+            <td width="33%">&nbsp;</td>
+            <td width="33%"><font FACE="Times New Roman" SIZE="2">
+            <p ALIGN="center">Verified Null-Move Pruning</font></td>
+            <td width="34%">
+            <p align="right"><font size="2">159</font></td>
+          </tr>
+        </table>
+        </center>
+      </div>
+      </font>
+      <p>&nbsp;</p>
+      <div align="center">
+        <center>
+        <table border="1" cellpadding="3" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" id="AutoNumber15">
+          <tr>
+            <td align="left" valign="top"><font FACE="Times New Roman" SIZE="2">
+            <p ALIGN="center">Depth </font><font FACE="CMR10" SIZE="2">&nbsp;
+            </font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">Std </font>
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            2</font></font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">Std </font>
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3</font></font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">Vrfd </font>
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3</font></font></td>
+          </tr>
+          <tr>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">8</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">783,461,647<br>
+            (-13.55%)</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">533,282,695<br>
+            (-41.15%)</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">906,225,552<br>
+            -</font></td>
+          </tr>
+          <tr>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">9</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">3,742,064,688<br>
+            (+47.38%)</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">1,316,719,980<br>
+            (-48.14%)</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">2,539,057,043<br>
+            -</font></td>
+          </tr>
+          <tr>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">10</font></td>
+            <td align="right" valign="top"><font size="2">11,578,143,939</font><font FACE="Times New Roman" SIZE="2"><br>
+            (+46.75%) </font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">4,871,295,877<br>
+            (-38.26%)</font></td>
+            <td align="right" valign="top">
+            <font FACE="Times New Roman" SIZE="2">7,889,544,754<br>
+            -</font></td>
+          </tr>
+        </table>
+        </center><font FACE="Times New Roman" SIZE="2"><b>
+        <p ALIGN="justify">Table 4</b>: Total node count of standard </font>
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font><font FACE="Times New Roman" SIZE="2">,
+        </font><font FACE="CMMI10" SIZE="2">R </font>
+        <font FACE="CMR10" SIZE="2">= 3 </font>
+        <font FACE="Times New Roman" SIZE="2">and verified </font>
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3
+        </font><font FACE="Times New Roman" SIZE="2">at depths 8, 9, and 10, for 
+        999 WCS test positions.</font></div>
+      <div align="center">
+        <center>
+        <table border="1" cellpadding="3" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" id="AutoNumber16">
+          <tr>
+            <td valign="top"><font FACE="Times New Roman" SIZE="2">
+            <p ALIGN="center">Depth</font></td>
+            <td valign="top"><font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">Std </font>
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            2</font></font></td>
+            <td valign="top"><font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">Std </font>
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3</font></font></td>
+            <td valign="top"><font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">Vrfd </font>
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3</font></font></td>
+          </tr>
+          <tr>
+            <td valign="top"><font FACE="Times New Roman" SIZE="2">
+            <p ALIGN="center">8</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">762</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">760</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">782</font></td>
+          </tr>
+          <tr>
+            <td valign="top"><font FACE="Times New Roman" SIZE="2">
+            <p ALIGN="center">9</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">838</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">812</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">838</font></td>
+          </tr>
+          <tr>
+            <td valign="top"><font FACE="Times New Roman" SIZE="2">
+            <p ALIGN="center">10</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">850</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">849</font></td>
+            <td valign="top" align="center">
+            <font FACE="Times New Roman" SIZE="2">866</font></td>
+          </tr>
+        </table>
+        </center><font FACE="Times New Roman" SIZE="2"><b>
+        <p ALIGN="justify">Table 5</b>: Number of solved positions using </font>
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font><font FACE="Times New Roman" SIZE="2">,
+        </font><font FACE="CMMI10" SIZE="2">R </font>
+        <font FACE="CMR10" SIZE="2">= 3 </font>
+        <font FACE="Times New Roman" SIZE="2">and verified </font>
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3
+        </font><font FACE="Times New Roman" SIZE="2">at depths 8, 9, and 10 for 
+        999 WCS test positions.</font></div>
+      <div align="center">
+        <center>
+        <table border="1" cellpadding="3" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" id="AutoNumber17">
+          <tr>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="2">Test Suite</font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">Std </font>
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            1</font></font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">Std </font>
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            2</font></font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">Std </font>
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3</font></font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">Vrfd </font>
+            <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+            3</font></font></td>
+          </tr>
+          <tr>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="2">“Mate in 4”<br>
+            Depth 8 plies</font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">433</font></font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">385</font></font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">379</font></font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">431</font></font></td>
+          </tr>
+          <tr>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="2">“Mate in 5”<font FACE="Times New Roman" SIZE="2"><br>
+            Depth 10 plies</font>&nbsp; </font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">347</font></font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">292</font></font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">286</font></font></td>
+            <td align="center" valign="top">
+            <font FACE="Times New Roman" SIZE="1">
+            <font FACE="Times New Roman" SIZE="2">340</font></font></td>
+          </tr>
+        </table>
+        </center><font FACE="Times New Roman" SIZE="2"><b>
+        <p align="justify">Table 6</b>: Numbers of solved positions using 
+        standard </font><font FACE="CMMI10" SIZE="2">R </font>
+        <font FACE="CMR10" SIZE="2">= 1</font><font FACE="CMMI10" SIZE="2">;
+        </font><font FACE="CMR10" SIZE="2">2</font><font FACE="CMMI10" SIZE="2">;
+        </font><font FACE="CMR10" SIZE="2">3 </font>
+        <font FACE="Times New Roman" SIZE="2">and verified </font>
+        <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3
+        </font><font FACE="Times New Roman" SIZE="2">for 434 “mate in 4” and 353 
+        “mate in 5” test suites.</font></div>
+      <font FACE="Times New Roman" SIZE="2">
+      <p ALIGN="justify">The results in Tables 5 and 6 indicate that verified 
+      null-move pruning solved far more positions than standard null-move 
+      pruning with depth reductions of </font><font FACE="CMMI10" SIZE="2">R
+      </font><font FACE="CMR10" SIZE="2">= 2 </font>
+      <font FACE="Times New Roman" SIZE="2">and </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font><font FACE="Times New Roman" SIZE="2">. 
+      This demonstrates that not only does verified null-move pruning result in 
+      a reduced search effort (the constructed search tree is closer in size to 
+      that of standard </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 3</font><font FACE="Times New Roman" SIZE="2">), 
+      but its tactical strength is greater than that of standard </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font><font FACE="Times New Roman" SIZE="2">, 
+      which is the common depth reduction value.</p>
+      <p ALIGN="justify">Finally, to study the overall advantage of verified 
+      null-move pruning over standard null-move pruning in practice, we 
+      conducted 100 self-play games, using two versions of the G</font><font FACE="Times New Roman" SIZE="1">ENESIS
+      </font><font FACE="Times New Roman" SIZE="2">engine, one with verified
+      </font><font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+      3</font><font FACE="Times New Roman" SIZE="2"> and the other with standard
+      </font><font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 
+      2</font><font FACE="Times New Roman" SIZE="2">. The time control was set 
+      to 60 minutes per game. The version using verified </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3
+      </font><font FACE="Times New Roman" SIZE="2">scored 68.5 out of 100 (see 
+      the Appendix), which demonstrates the superiority of verified null-move 
+      pruning over the standard version.</font></p>
+      <font FACE="Times New Roman" SIZE="2"><b>
+      <p ALIGN="justify">5.&nbsp;&nbsp;&nbsp; CONCLUSION</p>
+      </b>
+      <p ALIGN="justify">In this article we introduced a new null-move pruning 
+      method which outperforms standard null-move pruning, techniques, in terms 
+      of reducing the search tree size as well as gaining greater tactical 
+      strength. The idea of not cutting off the search as soon as the shallow 
+      null-move search indicates a fail-high allows verification of the cutoff, 
+      which results in greater tactical accuracy and prevents errors due to 
+      zugzwangs. We showed empirically that verified null-move pruning with a 
+      depth reduction of </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 3 </font>
+      <font FACE="Times New Roman" SIZE="2">constructs a search tree which is 
+      closer in size to that of the tree constructed by standard </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 3</font><font FACE="Times New Roman" SIZE="2">, 
+      and that the saving from the reduced search effort in comparison with 
+      standard </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 2 </font>
+      <font FACE="Times New Roman" SIZE="2">becomes greater as we search more 
+      deeply. We also showed that on average, the tactical strength of verified 
+      null-move pruning is greater than that of standard null-move pruning with</font><font FACE="CMMI10" SIZE="2"> 
+      R </font><font FACE="CMR10" SIZE="2">= 2</font><font FACE="Times New Roman" SIZE="2">. 
+      Moreover, verified null-move pruning can be implemented within any 
+      standard null-move pruning framework by merely adding a few lines of code.</font></p>
+      <font FACE="Times New Roman" SIZE="2">
+      <p ALIGN="justify">We considered a number of variants of standard 
+      null-move pruning. The first variant was not to cut off at all upon 
+      fail-high reports, but rather reduce the depth by 2 plies. We obtained 
+      good results with this idea, but its tactical strength was sometimes 
+      smaller than that of standard </font><font FACE="CMMI10" SIZE="2">R </font>
+      <font FACE="CMR10" SIZE="2">= 2</font><font FACE="Times New Roman" SIZE="2">. 
+      We concluded that in order to improve the results, the depth should not be 
+      reduced by more than one ply at a time upon fail-high reports. An 
+      additional variant was not to cut off at any node, not even in the subtree 
+      of a node with a fail-high report, but</p>
+      <font FACE="Times New Roman" SIZE="1"><hr>
+      <p ALIGN="LEFT">&nbsp;</p>
+      <div align="center">
+        <center>
+        <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="AutoNumber18">
+          <tr>
+            <td width="33%"><font size="2">160</font></td>
+            <td width="33%">
+            <p align="center"><font FACE="Times New Roman" SIZE="2">ICGA Journal</font></td>
+            <td width="34%">
+            <p align="right"><font size="2">September 2002</font></td>
+          </tr>
+        </table>
+        </center>
+      </div>
+      </font></font></font><font FACE="Times New Roman">
+      <font FACE="Times New Roman" SIZE="2">
+      <p ALIGN="justify">merely to reduce the depth by one ply upon a fail-high 
+      report. Unfortunately, the size of the resulting search tree exceeded the 
+      size of the tree constructed by standard </font>
+      <font FACE="CMMI10" SIZE="2">R </font><font FACE="CMR10" SIZE="2">= 2</font><font FACE="Times New Roman" SIZE="2">. 
+      Still, another variant was to reduce the depth by one ply upon fail-high 
+      reports, and to reduce the depth by two plies upon fail-high reports in 
+      that node’s subtree, rather than cutting off.</p>
+      <p ALIGN="justify">Our empirical studies showed that cutting off the 
+      search at the subtree of a fail-high reported node does not decrease 
+      tactical strength. Indeed, this is the verified null-move pruning version 
+      that we studied in this article. In contrast to the standard approach 
+      which advocates the use of immediate cutoff, the novel approach taken here 
+      uses depth reduction, and delays cutting off the search until further 
+      verification. This yields greater tactical strength and a smaller search 
+      tree.</p>
+      <b>
+      <p align="justify">6.&nbsp;&nbsp;&nbsp; REFERENCES</p>
+      </b>
+      <p align="justify">Beal, D.F. (1989). Experiments with the null move. <i>
+      Advances in Computer Chess 5</i>, (Ed. D.F. Beal) , pp. 65–79. Elsevier 
+      Science Publishers, Amsterdam, The Netherlands. ISBN 0-444-87-159-4.</p>
+      <p align="justify">Berliner, H.J. (1974). <i>Chess as Problem Solving: The 
+      Development of a Tactics Analyzer</i>. Ph.D. thesis, Carnegie-Mellon 
+      University, Pittsburgh, PA.</p>
+      <p align="justify">Berliner, H.J. (1987). Some innovations introduced by H</font><font FACE="Times New Roman" SIZE="1">ITECH</font><font FACE="Times New Roman" SIZE="2">.
+      <i>ICCA Journal</i>, Vol. 10, No. 3, pp. 111–117.</font></p>
+      <p align="justify"><font FACE="Times New Roman" SIZE="2">Berliner, H.J. 
+      and Ebeling, C. (1990). H</font><font FACE="Times New Roman" SIZE="1">ITECH</font><font FACE="Times New Roman" SIZE="2">.
+      <i>Computers, Chess and Cognition </i>(Eds. T.A. Marsland and J. 
+      Schaeffer), pp. 79–109. Springer-Verlag, New York, N.Y. ISBN 
+      0-387-97415-6/3-540-97415-6.</p>
+      <p align="justify">Birmingham, J.A. and Kent, P. (1977). Tree-searching 
+      and tree-pruning techniques. <i>Advances in Computer Chess 1</i>, (Ed. 
+      M.R.B. Clarke), pp. 89–107. Edinburgh University Press, Edinburgh. ISBN 
+      0-852-24292-1.</p>
+      <p align="justify">Campbell, M.S. and Marsland, T.A. (1983). A comparison 
+      of minimax tree search algorithms. <i>Artificial Intelligence</i>, Vol. 
+      20, No. 4, pp. 347–367. ISSN 0004-3702.</p>
+      <p align="justify">Condon, J.H. and Thompson, K. (1983a). B</font><font FACE="Times New Roman" SIZE="1">ELLE</font><font FACE="Times New Roman" SIZE="2">.
+      <i>Chess Skill in Man and Machine</i>, (Ed. P.W. Frey), pp. 201–210. 
+      Springer-Verlag, New York, N.Y., 2nd ed., ISBN 
+      0-387-90790-4/3-540-90790-4.</p>
+      <p align="justify">Condon, J.H. and Thompson, K. (1983b), B</font><font FACE="Times New Roman" SIZE="1">ELLE
+      </font><font FACE="Times New Roman" SIZE="2">chess hardware. <i>Advances 
+      in Computer Chess 3</i>, (Ed. M.R.B. Clarke), pp. 45–54. Pergamon Press, 
+      Oxford, ISBN 0-080-26898-6.</p>
+      <p align="justify">Donninger, C. (1993). Null move and deep search: 
+      Selective search heuristics for obtuse chess programs.<i> ICCA Journal</i>, 
+      Vol. 16, No. 3, pp. 137–143.</p>
+      <p align="justify">Ebeling, C. (1986). <i>All the Right Moves: A VLSI 
+      Architecture for Chess</i>. MIT Press, Cambridge, MA., ISBN 0-262-05035-8.</p>
+      <p align="justify">Feist, M. (1999). The 9th World Computer-Chess 
+      Championship: Report on the tournament. <i>ICCA Journal</i>, Vol. 22, No. 
+      3, pp. 155–164.</p>
+      <p align="justify">Goetsch, G. and Campbell, M.S. (1990). Experiments with 
+      the null-move heuristic. <i>Computers, Chess, and Cognition</i>, (Eds. T.A. 
+      Marsland and J. Schaeffer), pp. 159–168. Springer-Verlag, New York, N.Y., 
+      ISBN 0-387-97415-6/3-540-97415-6.</p>
+      <p align="justify">Gillogy, J.J. (1972). The technology chess program. <i>
+      Artificial Intelligence</i>, Vol. 3, No. 1-3, pp. 145–163. ISSN 0004-3702.</p>
+      <p align="justify">Hammilton, S. and Garber, L. (1997). D</font><font FACE="Times New Roman" SIZE="1">EEP
+      </font><font FACE="Times New Roman" SIZE="2">B</font><font FACE="Times New Roman" SIZE="1">LUE</font><font FACE="Times New Roman" SIZE="2">’s 
+      hardware-software synergy. <i>IEEE Computer</i>, Vol. 30, No. 10, pp. 
+      29–35.</p>
+      <p align="justify">Heinz, E.A. (1999). Adaptive null-move pruning, <i>ICCA 
+      Journal</i>, Vol. 22, No. 3, pp. 123–132.</p>
+      <p align="justify">Herik, H.J. van den and Herschberg, I.S. (1992). The 
+      7th World Computer-Chess Championship: Report on the tournament. <i>ICCA 
+      Journal</i>, Vol. 15, No. 4, pp. 208–209.</p>
+      <p align="justify">Hsu, F.-h. (1999). IBM’s D</font><font FACE="Times New Roman" SIZE="1">EEP
+      </font><font FACE="Times New Roman" SIZE="2">B</font><font FACE="Times New Roman" SIZE="1">LUE
+      </font><font FACE="Times New Roman" SIZE="2">chess grandmaster chips. <i>
+      IEEE Micro</i>, Vol. 19, No. 2, pp. 70–80.</font></p>
+      <font FACE="Times New Roman" SIZE="2"></font>
+      <font FACE="Times New Roman" SIZE="1"><hr>
+      <p ALIGN="justify">&nbsp;</p>
+      <table border="0" cellpadding="0" cellspacing="0" style="border-collapse: collapse" bordercolor="#111111" width="100%" id="AutoNumber19">
+        <tr>
+          <td width="33%">
+          <p align="left">&nbsp;</td>
+          <td width="33%">
+          <p align="center"><font face="Times New Roman" size="2">Verified 
+          Null-Move Pruning</font></td>
+          <td width="34%">
+          <p align="right"><font size="2">161</font></td>
+        </tr>
+      </table>
+      </font><font FACE="Times New Roman" SIZE="2">
+      <p ALIGN="justify">Hsu, F.-h., Anantharaman, T.S., Campbell, M.S., and 
+      Nowatzyk, A. (1990). D</font><font FACE="Times New Roman" SIZE="1">EEP
+      </font><font FACE="Times New Roman" SIZE="2">T</font><font FACE="Times New Roman" SIZE="1">HOUGHT</font><font FACE="Times New Roman" SIZE="2">.
+      <i>Computers, Chess, and Cognition</i>, (Eds. T.A. Marsland and J. 
+      Schaeffer), pp. 55–78. Springer-Verlag, New York, N.Y. ISBN 
+      0-387-97415-6/3-540-97415-6.</p>
+      <p ALIGN="justify">Hyatt, R.M., Gower, A.E., and Nelson, H.L. (1990). C</font><font FACE="Times New Roman" SIZE="1">RAY
+      </font><font FACE="Times New Roman" SIZE="2">B</font><font FACE="Times New Roman" SIZE="1">LITZ</font><font FACE="Times New Roman" SIZE="2">,
+      <i>Computers, Chess, and Cognition</i>, (Eds. T.A. Marsland and J. 
+      Schaeffer), pp. 111–130. Springer-Verlag, New York, N.Y. ISBN 
+      0-387-97415-6/3-540- 97415-6.</p>
+      <p ALIGN="justify">Nelson, H.L. (1985). Hash tables in C</font><font FACE="Times New Roman" SIZE="1">RAY
+      </font><font FACE="Times New Roman" SIZE="2">B</font><font FACE="Times New Roman" SIZE="1">LITZ</font><font FACE="Times New Roman" SIZE="2">.
+      <i>ICCA Journal</i>, Vol. 8, No. 1, pp. 3–13.</p>
+      <p ALIGN="justify">Newborn, M.M. (1975). <i>Computer Chess</i>. Academic 
+      Press. New York, N.Y. ISBN 0-125-17250-8.</p>
+      <p ALIGN="justify">Plenkner, S. (1995). A null-move technique impervious 
+      to zugzwang. <i>ICCA Journal</i>, Vol. 18, No. 2, pp. 82–84.</p>
+      <p ALIGN="justify">Reinefeld, A. (1983). An improvement to the S</font><font FACE="Times New Roman" SIZE="1">COUT
+      </font><font FACE="Times New Roman" SIZE="2">tree-search algorithm. <i>
+      ICCA Journal</i>, Vol. 6, No. 4, pp. 4–14.</p>
+      <p ALIGN="justify">Schaeffer, J. (1983). The history heuristic. <i>ICCA 
+      Journal</i>, Vol. 6, No. 3, pp. 16–19.</p>
+      <p ALIGN="justify">Schaeffer, J. (1989). The history heuristic and 
+      alpha-beta search enhancements in practice. <i>IEEE Transactions on 
+      Pattern Analysis and Machine Intelligence</i>, Vol. 11, No. 11, pp. 
+      1203–1212. ISSN 0162-8828.</p>
+      <p ALIGN="justify">Slagle, J.R. (1971). <i>Artificial Intelligence: The 
+      Heuristic Programming Approach</i>. McGraw-Hill, New York, N.Y.</p>
+      <p ALIGN="justify">Slate, D.J. and Atkin, L.R. (1977). C</font><font FACE="Times New Roman" SIZE="1">HESS
+      </font><font FACE="Times New Roman" SIZE="2">4.5 – The Northwestern 
+      University chess program. <i>Chess Skill in Man and Machine</i>, (Ed. P.W. 
+      Frey), pp. 82–118. Springer-Verlag, New York, N.Y., 2nd ed. 1983, ISBN 
+      0-387-90790-4/3-540-90790-4.</p>
+      <p ALIGN="justify">Tsang, H.K. and Beal, D.F. (1995). The 8thWorld 
+      Computer-Chess Championship: Report on the tournament and the contestants’ 
+      programs described. <i>ICCA Journal</i>, Vol. 18, No. 2, pp. 93–101.</p>
+      <b>
+      <p ALIGN="justify">7.&nbsp;&nbsp;&nbsp; ACKNOWLEDGEMENTS</p>
+      </b>
+      <p ALIGN="justify">We would like to thank Shay Bushinsky for his interest 
+      in our research, and for promoting the discipline of Computer Chess in our 
+      department. We would also like to thank Dann Corbit for providing the CAP 
+      test positions for our empirical studies, and Azriel Rosenfeld for his 
+      editorial comments. Finally, we are indebted to Jonathan Schaeffer and 
+      Christian Donninger for their enlightening remarks and suggestions.</p>
+      <b>
+      <p ALIGN="justify">8. APPENDIX</p>
+      <p ALIGN="justify">EXPERIMENTAL SETUP</p>
+      </b>
+      <p ALIGN="justify">Our experimental setup consisted of the following 
+      resources:</p>
+      <ul>
+        <li>
+        <p ALIGN="justify">138 positions (Diagrams 241 to 378) from: Yakov 
+        Neishtadt (1993). <i>Test Your Tactical Ability</i>, pp. 110–135. 
+        Batsford, ISBN 0-7134-4013-9.<br>
+&nbsp;</li>
+        <li>
+        <p ALIGN="justify"><font FACE="Times New Roman" SIZE="2">869 positions 
+        from <i>Encyclopedia of Chess Middlegames</i>, and 999 positions from <i>
+        Winning Chess Sacrifices</i>, as available on the Internet.<font FACE="Times New Roman" SIZE="2"><br>
+&nbsp;</font></font></li>
+        <li>
+        <p ALIGN="justify"><font FACE="Times New Roman" SIZE="2">434 “Mate in 4” 
+        and 353 “Mate in 5” positions from <i>Chess Analysis Project</i>, 
+        available at <a href="ftp://cap.connx.com/">ftp://cap.connx.com/</a><br>
+&nbsp;</font></li>
+        <li>
+        <p ALIGN="justify"><font FACE="Times New Roman" SIZE="2">G<font FACE="Times New Roman" SIZE="1">ENESIS
+        </font>chess engine, with <font FACE="CMR10" SIZE="2">2</font><sup>22</sup><font FACE="CMR7" SIZE="1">
+        </font>transposition table entries (64MB), running on a 733 MHz Pentium 
+        III with 256MB RAM, with the Windows 98 operating system.</font></li>
+      </ul>
+      <p ALIGN="justify">The webpage
+      <a href="http://www.cs.biu.ac.il/~davoudo/pubs.html">
+      http://www.cs.biu.ac.il/~davoudo/pubs.html</a> contains additional 
+      information about the test suites, move lists of self-play games, and 
+      detailed experimental results.</font></font></font></td>
+    </tr>
+  </table>
+  </center>
+</div>
+
+</body>
+
+</html>
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diff --git a/parallel/214-92.ps b/parallel/214-92.ps
new file mode 100755
index 0000000..23b1a28
--- /dev/null
+++ b/parallel/214-92.ps
@@ -0,0 +1,11579 @@
+%!PS-Adobe-1.0
+%%Creator: vivaldi.ms.uky.edu:raphael (Raphael Finkel,POT959,7 6743,2660206)
+%%Title: stdin (ditroff)
+%%CreationDate: Wed Oct 14 11:38:59 1992
+%%EndComments
+% Start of psdit.pro -- prolog for ditroff translator
+% Copyright (c) 1985,1987 Adobe Systems Incorporated. All Rights Reserved. 
+% GOVERNMENT END USERS: See Notice file in TranScript library directory
+% -- probably /usr/lib/ps/Notice
+% RCS: $Header: psdit.pro,v 2.2 87/11/17 16:40:42 byron Rel $
+/$DITroff 140 dict def $DITroff begin
+/fontnum 1 def /fontsize 10 def /fontheight 10 def /fontslant 0 def
+/xi {0 72 11 mul translate 72 resolution div dup neg scale 0 0 moveto
+  /fontnum 1 def /fontsize 10 def /fontheight 10 def /fontslant 0 def F
+  /pagesave save def}def
+/PB{save /psv exch def currentpoint translate
+  resolution 72 div dup neg scale 0 0 moveto}def
+/PE{psv restore}def
+/m1 matrix def /m2 matrix def /m3 matrix def /oldmat matrix def
+/tan{dup sin exch cos div}bind def
+/point{resolution 72 div mul}bind def
+/dround	{transform round exch round exch itransform}bind def
+/xT{/devname exch def}def
+/xr{/mh exch def /my exch def /resolution exch def}def
+/xp{}def
+/xs{docsave restore end}def
+/xt{}def
+/xf{/fontname exch def /slotno exch def fontnames slotno get fontname eq not
+ {fonts slotno fontname findfont put fontnames slotno fontname put}if}def
+/xH{/fontheight exch def F}bind def
+/xS{/fontslant exch def F}bind def
+/s{/fontsize exch def /fontheight fontsize def F}bind def
+/f{/fontnum exch def F}bind def
+/F{fontheight 0 le {/fontheight fontsize def}if
+   fonts fontnum get fontsize point 0 0 fontheight point neg 0 0 m1 astore
+   fontslant 0 ne{1 0 fontslant tan 1 0 0 m2 astore m3 concatmatrix}if
+   makefont setfont .04 fontsize point mul 0 dround pop
+%raphael.ms.uky.edu 7/89: changed 'setlinewidth' to pop right here:
+  pop}bind def
+/X{exch currentpoint exch pop moveto show}bind def
+/N{3 1 roll moveto show}bind def
+/Y{exch currentpoint pop exch moveto show}bind def
+/S /show load def
+/ditpush{}def/ditpop{}def
+/AX{3 -1 roll currentpoint exch pop moveto 0 exch ashow}bind def
+/AN{4 2 roll moveto 0 exch ashow}bind def
+/AY{3 -1 roll currentpoint pop exch moveto 0 exch ashow}bind def
+/AS{0 exch ashow}bind def
+/MX{currentpoint exch pop moveto}bind def
+/MY{currentpoint pop exch moveto}bind def
+/MXY /moveto load def
+/cb{pop}def	% action on unknown char -- nothing for now
+/n{}def/w{}def
+/p{pop showpage pagesave restore /pagesave save def}def
+/abspoint{currentpoint exch pop add exch currentpoint pop add exch}def
+/dstroke{currentpoint stroke moveto}bind def
+/Dl{2 copy gsave rlineto stroke grestore rmoveto}bind def
+/arcellipse{oldmat currentmatrix pop
+ currentpoint translate 1 diamv diamh div scale /rad diamh 2 div def
+ rad 0 rad -180 180 arc oldmat setmatrix}def
+/Dc{gsave dup /diamv exch def /diamh exch def arcellipse dstroke 
+    grestore diamh 0 rmoveto}def
+/De{gsave /diamv exch def /diamh exch def arcellipse dstroke
+    grestore diamh 0 rmoveto}def
+/Da{currentpoint /by exch def /bx exch def /fy exch def /fx exch def
+   /cy exch def /cx exch def /rad cx cx mul cy cy mul add sqrt def
+   /ang1 cy neg cx neg atan def /ang2 fy fx atan def cx bx add cy by add
+   2 copy rad ang1 ang2 arcn stroke exch fx add exch fy add moveto}def
+/Barray 200 array def % 200 values in a wiggle
+/D~{mark}def
+/D~~{counttomark Barray exch 0 exch getinterval astore /Bcontrol exch def pop
+ /Blen Bcontrol length def Blen 4 ge Blen 2 mod 0 eq and
+ {Bcontrol 0 get Bcontrol 1 get abspoint /Ycont exch def /Xcont exch def
+  Bcontrol 0 2 copy get 2 mul put Bcontrol 1 2 copy get 2 mul put
+  Bcontrol Blen 2 sub 2 copy get 2 mul put
+  Bcontrol Blen 1 sub 2 copy get 2 mul put
+  /Ybi /Xbi currentpoint 3 1 roll def def 0 2 Blen 4 sub
+  {/i exch def
+   Bcontrol i get 3 div Bcontrol i 1 add get 3 div
+   Bcontrol i get 3 mul Bcontrol i 2 add get add 6 div
+   Bcontrol i 1 add get 3 mul Bcontrol i 3 add get add 6 div
+   /Xbi Xcont Bcontrol i 2 add get 2 div add def
+   /Ybi Ycont Bcontrol i 3 add get 2 div add def
+   /Xcont Xcont Bcontrol i 2 add get add def
+   /Ycont Ycont Bcontrol i 3 add get add def
+   Xbi currentpoint pop sub Ybi currentpoint exch pop sub rcurveto
+  }for dstroke}if}def
+end
+/ditstart{$DITroff begin
+ /nfonts 60 def			% NFONTS makedev/ditroff dependent!
+ /fonts[nfonts{0}repeat]def
+ /fontnames[nfonts{()}repeat]def
+/docsave save def
+}def
+
+% character outcalls
+/oc {/pswid exch def /cc exch def /name exch def
+   /ditwid pswid fontsize mul resolution mul 72000 div def
+   /ditsiz fontsize resolution mul 72 div def
+   ocprocs name known{ocprocs name get exec}{name cb}
+   ifelse}def
+/fractm [.65 0 0 .6 0 0] def
+/fraction
+ {/fden exch def /fnum exch def gsave /cf currentfont def
+  cf fractm makefont setfont 0 .3 dm 2 copy neg rmoveto
+  fnum show rmoveto currentfont cf setfont(\244)show setfont fden show 
+  grestore ditwid 0 rmoveto} def
+/oce {grestore ditwid 0 rmoveto}def
+/dm {ditsiz mul}def
+/ocprocs 50 dict def ocprocs begin
+(14){(1)(4)fraction}def
+(12){(1)(2)fraction}def
+(34){(3)(4)fraction}def
+(13){(1)(3)fraction}def
+(23){(2)(3)fraction}def
+(18){(1)(8)fraction}def
+(38){(3)(8)fraction}def
+(58){(5)(8)fraction}def
+(78){(7)(8)fraction}def
+(sr){gsave .05 dm .16 dm rmoveto(\326)show oce}def
+(is){gsave 0 .15 dm rmoveto(\362)show oce}def
+(->){gsave 0 .02 dm rmoveto(\256)show oce}def
+(<-){gsave 0 .02 dm rmoveto(\254)show oce}def
+(==){gsave 0 .05 dm rmoveto(\272)show oce}def
+end
+% DIThacks fonts for some special chars
+50 dict dup begin
+/FontType 3 def
+/FontName /DIThacks def
+/FontMatrix [.001 0.0 0.0 .001 0.0 0.0] def
+/FontBBox [-220 -280 900 900] def% a lie but ...
+/Encoding 256 array def
+0 1 255{Encoding exch /.notdef put}for
+Encoding
+ dup 8#040/space put %space
+ dup 8#110/rc put %right ceil
+ dup 8#111/lt put %left  top curl
+ dup 8#112/bv put %bold vert
+ dup 8#113/lk put %left  mid curl
+ dup 8#114/lb put %left  bot curl
+ dup 8#115/rt put %right top curl
+ dup 8#116/rk put %right mid curl
+ dup 8#117/rb put %right bot curl
+ dup 8#120/rf put %right floor
+ dup 8#121/lf put %left  floor
+ dup 8#122/lc put %left  ceil
+ dup 8#140/sq put %square
+ dup 8#141/bx put %box
+ dup 8#142/ci put %circle
+ dup 8#143/br put %box rule
+ dup 8#144/rn put %root extender
+ dup 8#145/vr put %vertical rule
+ dup 8#146/ob put %outline bullet
+ dup 8#147/bu put %bullet
+ dup 8#150/ru put %rule
+ dup 8#151/ul put %underline
+ pop
+/DITfd 100 dict def
+/BuildChar{0 begin
+ /cc exch def /fd exch def
+ /charname fd /Encoding get cc get def
+ /charwid fd /Metrics get charname get def
+ /charproc fd /CharProcs get charname get def
+ charwid 0 fd /FontBBox get aload pop setcachedevice
+ 40 setlinewidth
+ newpath 0 0 moveto gsave charproc grestore
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diff --git a/parallel/brockington97aphid.ps b/parallel/brockington97aphid.ps
new file mode 100755
index 0000000..0198d77
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diff --git a/parallel/ciancarini94comparison.ps b/parallel/ciancarini94comparison.ps
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+665 97 gm
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+(UBLCS-94-14)show
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+(in \("score",?int\); /* to avoid interference with next search */)show
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+bu fc
+2 F /|______Times-Roman fnt
+bn
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+bu fc
+2 F /|______Times-Bold fnt
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+(.)show
+0 fs
+bu fc
+2 F /|______Times-Roman fnt
+bn
+(4)show
+1 fs
+bu fc
+2 F /|______Times-Bold fnt
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+bu fc
+2 F /|______Times-Roman fnt
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+408 79 gm
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+419 79 gm
+(specialized when it is necessary.)show
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+0 gr
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+bu fc
+2 F /|______Courier fnt
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+467 97 gm
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+(position *root,*successor,*tree_pointer;)show
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+503 97 gm
+(quit=false;)show
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+(while\(!quit\))show
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+({)show
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+(in\("job",?job_type\);)show
+551 115 gm
+(switch\312\(job_type\))show
+563 133 gm
+({)show
+575 133 gm
+(case\312QUIT:  /* terminate */)show
+587 151 gm
+(quit=true;)show
+599 151 gm
+(break;)show
+611 133 gm
+(case\312NEW_POSITION: /* new game tree */)show
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+(in\("position",?*root\);)show
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+(in\("sync",?s\);)show
+647 151 gm
+(out\("sync",s-1\);)show
+659 151 gm
+(nmoves=genmoves\(root,&successor\);)show
+671 151 gm
+(break;)show
+683 133 gm
+(default: /* sequential )show
+bu fc
+2 F /|______Symbol fnt
+bn
+(ab)show
+bu fc
+2 F /|______Courier fnt
+bn
+( */)show
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+(tree_pointer=successor+subtree-1;)show
+719 151 gm
+(makemove\(tree_pointer\);)show
+731 151 gm
+(rd\("score",?score\);  /* update local score */)show
+743 151 gm
+(value=-alphabeta\(tree_pointer,-INFINITE,-score,depth\);)show
+F T cp
+%%Page: ? 9
+op
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+(nc 0 0 0 0 6 rc)kp
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+(nc 30 28 811 566 6 rc)kp
+F 1 setTxMode
+0 fs
+10 fz
+bu fc
+2 F /|______Helvetica fnt
+bn
+(A Comparison of Parallel Search Algorithms)show
+773 79 gm
+(UBLCS-94-14)show
+773 519 gm
+(7)show
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+bu fc
+2 F /|______Courier fnt
+bn
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+131 151 gm
+(undomove\(tree_pointer\);)show
+143 151 gm
+(break;)show
+155 133 gm
+(})show
+167 115 gm
+(})show
+179 97 gm
+(return\312\(0\);})show
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+11 fz
+bu fc
+2 F /|______Times-Roman fnt
+bn
+(Fig)show
+1 fs
+bu fc
+2 F /|______Times-Bold fnt
+bn
+(.)show
+0 fs
+bu fc
+2 F /|______Times-Roman fnt
+bn
+(5)show
+1 fs
+bu fc
+2 F /|______Times-Bold fnt
+bn
+( Core algorithm: worker)show
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+217 525 lin
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+F 1 setTxMode
+0 fs
+bu fc
+2 F /|______Times-Roman fnt
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+1.33102 0. 32 0.13310 0.(Our goal is to compare some parallel search strategies with their sequential versions. We have)awidthshow
+247 79 gm
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+258 79 gm
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+258 193 gm
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+269 79 gm
+(number of workstations.)show
+280 79 gm
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+295 79 gm
+0.11901 0. 32 0.01190 0.(is defined as the interval between the root invocation of )awidthshow
+295 328 gm
+bu fc
+2 F /|______Symbol fnt
+bn
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+bu fc
+2 F /|______Times-Roman fnt
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+0.11077 0. 32 0.01107 0.( and its termination \(we actually measure)awidthshow
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+318 79 gm
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+329 79 gm
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+340 79 gm
+(recorded are shown in Fig.6.)show
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+1 fs
+10 fz
+bu fc
+2 F /|______Times-Bold fnt
+bn
+(Procs)show
+369 167 gm
+0 fs
+bu fc
+2 F /|______Times-Roman fnt
+bn
+(processors used for the search \(master+workers\))show
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+355 82 lin
+355 80 gm
+357 80 lin
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+357 164 lin
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+355 468 lin
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+357 468 lin
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+371 80 lin
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+358 469 gm
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+371 471 lin
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+F 1 setTxMode
+1 fs
+bu fc
+2 F /|______Times-Bold fnt
+bn
+(T)show
+386 167 gm
+0 fs
+bu fc
+2 F /|______Times-Roman fnt
+bn
+(total search time in seconds for all 24 positions)show
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+0 gr
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+2 F /|______Times-Bold fnt
+bn
+(Fig.15)show
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+2 F /|______Times-Roman fnt
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+( )show
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+2 F /|______Times-Italic fnt
+bn
+(Dynamic splitting of top level)show
+F T cp
+%%Page: ? 15
+op
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+2 F /|______Helvetica fnt
+bn
+(A Comparison of Parallel Search Algorithms)show
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+2 F /|______Times-Roman fnt
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+2 F /|______Symbol fnt
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+0.69747 0.(\256)ashow
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+2 F /|______Times-Roman fnt
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+0.54336 0. 32 0.05433 0.(search overhead is very high \(108% with 11 processors\), this waste does not overcome the gain in)awidthshow
+178 79 gm
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+2 F /|______Times-Roman fnt
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+2 F /|______Times-Bold fnt
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+356 101 gm
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+1.61331 0. 32 0.16133 0.(\245\312[FMM92] presents a dynamic algorithm based on "young-brothers-wait". On a transputer with 256)awidthshow
+380 101 gm
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+11 fz
+bu fc
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+0.74722 0. 32 0.07472 0.(These results suggest that dynamic splitting algorithms can offer good performances, but only on)awidthshow
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+424 79 gm
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+435 79 gm
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+0.00860 0.(Acknowledgements)ashow
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+0.62805 0. 32 0.06280 0.(, Vol. 19,)awidthshow
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+(\(1982\), 89)show
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+(-106.)show
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+499 323 gm
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+(Clarke \(Ed.\), Pergamon Press, \(1982\), 55-56.)show
+F T cp
+%%Trailer
+cd
+end
+%%Pages: 20 0
+%%EOF
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+showpage
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+rs
+%%EndDocument
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+%%Trailer
+end
+userdict /end-hook known{end-hook}if
+%%EOF
diff --git a/parallel/mthesis.pdf b/parallel/mthesis.pdf
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diff --git a/parallel/p53-walczak.pdf b/parallel/p53-walczak.pdf
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+11 B f
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+11 R f
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+( timing)1 337( any)1 207( However,)1 505(implementor's point of view, this is the most important consideration.)9 3271 4 720 2196 t
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+( is not necessarily true for application gen-)7 1939( this)1 198( Unfortunately,)1 709(late the size of the minimal tree.)6 1474 4 720 1356 t
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+( inexpensive method for ordering descendants of interior nodes)8 2879(The history heuristic is an)4 1191 2 970 2952 t
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+( algorithm sub-)2 679( The)1 229( consuming, trial-and-error, knowledge-based approach.)4 2475(compared to the time)3 937 4 720 3432 t
+( knowledge and, at least in the case of)8 1669(stitutes "experience" for explicit)3 1419 2 720 3672 t
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+(searching applied to the)3 1046 1 3994 3672 t
+(game of chess, provides a viable alternative.)6 1945 1 720 3912 t
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+( network of)2 530( [26] on a)3 457(implementations. In)1 920 3 3133 4188 t
+( each processor would maintain its own)6 1776( First,)1 293( tables were used two ways.)5 1256(computers, the history)2 995 4 720 4428 t
+( periodically all the local tables would be merged and broadcast to all)12 3088( Second,)1 410(local history table.)2 822 3 720 4668 t
+( program per-)2 612( resulted in a noticeable improvement in)6 1807( This)1 258(processors to achieve global sharing.)4 1643 4 720 4908 t
+(formance.)720 5148 w
+( easy to build trees close to the minimal tree in size, there is noth-)14 2959(Given that it is relatively)4 1111 2 970 5424 t
+(ing of interest left to explore in terms of)8 1808 1 720 5664 t
+10 I f
+( depth)1 263(f ixed)1 202 2 2559 5664 t
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+(ab)3058 5664 w
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+( research efforts are con-)4 1105(searching. New)1 714 2 3221 5664 t
+(centrating on)1 609 1 720 5904 t
+10 I f
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+11 R f
+(searches, so called)2 878 1 2044 5904 t
+10 I f
+(selective deepening)1 794 1 2980 5904 t
+11 R f
+( moves)1 349(\(for example, null)2 856 2 3835 5904 t
+( singular extensions [29] as enhancements to)6 1995( and)1 192([27, 28])1 338 3 720 6144 t
+11 S f
+(ab)3278 6144 w
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+( as)1 124( 31])1 164(, and conspiracy numbers [30,)4 1344 3 3408 6144 t
+(a new approach to minimax search\).)5 1590 1 720 6384 t
+11 B f
+(Acknowledgments)720 6744 w
+11 R f
+( Alexander)1 534( and constructive criticism.)3 1260(Many thanks to Tony Marsland for his guidance)7 2276 3 970 7020 t
+(Reinefeld, Murray Campbell, and the anonymous referees provided valuable suggestions.)9 3935 1 720 7260 t
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+(- 19 -)2 238 1 2761 490 t
+11 B f
+(References)720 840 w
+11 R f
+( Gillogly,)1 427(1. J.)1 346 2 720 1032 t
+11 I f
+( of the Technology Chess Program)5 1552(Performance Analysis)1 976 2 1524 1032 t
+11 R f
+(, Ph.D. thesis, Depart-)3 988 1 4052 1032 t
+(ment of Computer Science, Carnegie-Mellon University, 1978.)6 2776 1 995 1152 t
+( The Northwestern University Chess Program, in)6 2261( Slate and L.R. Atkin, Chess 4.5 -)7 1606(2. D.J.)1 453 3 720 1308 t
+11 I f
+(Chess Skill in Man and Machine)5 1479 1 995 1428 t
+11 R f
+( York, 1977, 82-)3 755(, P.W. Frey \(ed.\), Springer-Verlag, New)5 1811 2 2474 1428 t
+(118.)995 1548 w
+( and the Killer Heuristic,)4 1142( Akl and M.M. Newborn, The Principle Continuation)7 2433(3. S.G.)1 472 3 720 1704 t
+11 I f
+(ACM)4808 1704 w
+(Annual Conference)1 851 1 995 1824 t
+11 R f
+(, 1977, 466-473.)2 726 1 1846 1824 t
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+F .883 -.165(ve \()-.165 H .553
+(leading to what is often referred to as the).165 F .086
+(left-most descendent position\), then generates the mo)72 408 R -.165
+(ve)-.165 G 2.836(sa).165 G 2.836(tp)-2.836 G .086(ly=2, mak)-2.836 F
+.086(es the \214rst mo)-.11 F .416 -.165(ve a)-.165 H -.055(ga).165 G
+.086(in, and contin-).055 F .115(ues this until reaching ply=N.)72 420 R
+.115(At this point, the processor pool searches all of the mo)5.615 F
+-.165(ve)-.165 G 2.865(sa).165 G 2.866(tt)-2.865 G .116
+(his ply \(N\) in)-2.866 F .42(parallel, and the best v)72 432 R .42
+(alue is back)-.275 F .419(ed up to ply N-1.)-.11 F(No)5.919 E 3.169(wt)
+-.275 G .419(hat the lo)-3.169 F .419(wer bound for ply N-1 is kno)-.275
+F .419(wn, the)-.275 F .328(rest of the mo)72 444 R -.165(ve)-.165 G
+3.078(sa).165 G 3.078(tN)-3.078 G .329
+(-1 are searched in parallel, and the best v)-3.078 F .329(alue ag)-.275
+F .329(ain back)-.055 F .329(ed up to N-2.)-.11 F .329(This contin-)
+5.829 F .464(ues until the \214rst root mo)72 456 R .794 -.165(ve h)
+-.165 H .464(as been searched and the v).165 F .464(alue is kno)-.275 F
+3.214(wn. The)-.275 F .464(remainder of the root mo)3.214 F -.165(ve)
+-.165 G(s).165 E .4(are searched in parallel, until none are left.)72
+468 R .4(The ne)5.9 F .4
+(xt iteration is started and the process repeats for depth)-.165 F(N+1.)
+72 480 Q .048
+(Performance analysis with this algorithm \(PVS\) produced speedups gi)
+72 504 R -.165(ve)-.275 G 2.797(nb).165 G(elo)-2.797 E 2.797(wi)-.275 G
+2.797(nt)-2.797 G .047(able 1 [Hyatt88] \(oth-)-2.797 F 1.112(ers ha)72
+516 R 1.442 -.165(ve p)-.22 H 1.112(roduced results v).165 F 1.113
+(ery similar to this\).)-.165 F 1.113(Clearly the performance curv)6.613
+F 3.863(ei)-.165 G 3.863<738d>-3.863 G 1.113(attened badly on the)-3.863
+F .23(upper end, and the C90 with 16 processors and the T90 with 32 are\
+ not going to perform as well as might)72 528 R 1.231(be e)72 540 R
+1.231(xpected, although the)-.165 F 3.981(ya)-.165 G 1.231
+(re certainly v)-3.981 F 1.231(ery f)-.165 F 3.981(ast. An)-.11 F 1.231
+(upper bound of 5X \(maybe\) does not look v)3.981 F(ery)-.165 E
+(attracti)72 552 Q -.165(ve)-.275 G 2.75(,h).165 G -.275(ow)-2.75 G
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+(ble 1 PVS performance results).88 E 1.656
+(This approach has a couple of f)72 164.2 R 1.656(airly ob)-.11 F 1.656
+(vious dra)-.165 F 4.406(wbacks. First,)-.165 F 1.656
+(notice that all of the processors w)4.406 F(ork)-.11 E .724
+(together at a single node, searching descendent positions in parallel.)
+72 176.2 R .725(If the number of possible mo)6.224 F -.165(ve)-.165 G
+3.475(si).165 G(s)-3.475 E .368
+(small, or the number of processors is lar)72 188.2 R .368(ge, some ha)
+-.198 F .698 -.165(ve n)-.22 H .368(othing to do.).165 F .368(Second, e)
+5.868 F -.165(ve)-.275 G .368(ry branch from a gi).165 F -.165(ve)-.275
+G(n).165 E .492(position does not produce a tree of equal size, since s\
+ome branches may gro)72 200.2 R 3.242(wi)-.275 G .492
+(nto complicated positions)-3.242 F .988
+(with lots of checks and search e)72 212.2 R .988(xtensions that mak)
+-.165 F 3.738(et)-.11 G .988(he tree v)-3.738 F .988(ery lar)-.165 F
+.987(ge, while other branches gro)-.198 F 3.737(wi)-.275 G(nto)-3.737 E
+.84(simple positions that are searched quickly)72 224.2 R 6.34(.T)-.715
+G .84(his leads to a load balancing problem where one processor)-6.34 F
+(be)72 236.2 Q .312(gins searching a v)-.165 F .312(ery lar)-.165 F .312
+(ge tree and the others \214nish the easy mo)-.198 F -.165(ve)-.165 G
+3.062(sa).165 G .312(nd ha)-3.062 F .641 -.165(ve t)-.22 H 3.061(ow).165
+G .311(ait for the remaining)-3.171 F(processor to slo)72 248.2 Q
+(wly tra)-.275 E -.165(ve)-.22 G(rse the tree.).165 E .235
+(This second problem is a serious dra)72 272.2 R .235
+(wback, because with a reasonable number of processors, the speedup)
+-.165 F .092(can look v)72 284.2 R .092(ery bad if most of the time man)
+-.165 F 2.842(yo)-.165 G 2.842(ft)-2.842 G .092(he processors are w)
+-2.842 F .092(aiting on one last node to be completed)-.11 F(before the)
+72 296.2 Q 2.75(yc)-.165 G(an back up to ply N-1 and start to w)-2.75 E
+(ork there.)-.11 E .271(Because of this, when we \214rst mo)72 320.2 R
+-.165(ve)-.165 G 3.021(dC).165 G .272
+(ray Blitz to the eight processor Cray YMP)-3.021 F 3.022(,w)-1.221 G
+3.022(ed)-3.022 G(isco)-3.022 E -.165(ve)-.165 G .272(red that the).165
+F 2.067(performance w)72 332.2 R 2.067(as only mar)-.11 F 2.067
+(ginally better than it w)-.198 F 2.067(as on the four processor XMP)
+-.11 F 4.817(,i)-1.221 G 4.817(fy)-4.817 G 2.067(ou discount the)-4.817
+F(impro)72 344.2 Q -.165(ve)-.165 G 4.166(dc).165 G 1.416
+(lock speed of each YMP processor)-4.166 F 6.916(.T)-.605 G 1.416
+(he \214rst approach we de)-6.916 F -.165(ve)-.275 G 1.417(loped w).165
+F 1.417(as called Enhanced)-.11 F 6.409(Principal V)72 356.2 R 6.409(ar\
+iation Splitting \(EPVS\) and is also pretty easy to understand and imp\
+lement)-1.221 F 3.843([Hyatt88,Hyatt89]. EPVS)72 368.2 R 1.093
+(simply notices whene)3.843 F -.165(ve)-.275 G 3.843(rap).165 G 1.093
+(rocessor at a node runs out of w)-3.843 F 3.843(ork. When)-.11 F(this)
+3.843 E 1.711(happens, assuming there are M processors w)72 380.2 R
+1.711(orking, we kno)-.11 F 4.461(wt)-.275 G 1.711(hat there are no)
+-4.461 F 4.461(wM)-.275 G 1.71(-1 \(or less\) acti)-4.461 F -.165(ve)
+-.275 G 1.684(branches remaining.)72 392.2 R 1.685
+(EPVS immediately stops all processors \(which are w)7.185 F 1.685
+(orking at ply P)-.11 F 4.435(,t)-1.221 G 1.685(he current)-4.435 F .419
+(position\) and follo)72 404.2 R .419
+(ws the \214rst remaining ply=P branch tw)-.275 F 3.168(op)-.11 G .418
+(lies and then splits the tree at that point with)-3.168 F 2.751(ap)72
+416.2 S .001(arallel search e)-2.751 F .001(xactly lik)-.165 F 2.751(et)
+-.11 G .001(he old PVS idea.)-2.751 F .002(The bene\214t is that no)
+5.501 F 2.752(wa)-.275 G .002(ll processors are w)-2.752 F .002
+(orking together)-.11 F .187
+(on a single branch at a node where there is little w)72 428.2 R .187
+(ork, and ha)-.11 F .517 -.165(ve s)-.22 H .187(tepped do).165 F .186
+(wn into the tree to a node with)-.275 F .633(more mo)72 440.2 R -.165
+(ve)-.165 G 3.383(st).165 G 3.383(os)-3.383 G .633(earch, and also a no\
+de where the descendent trees will be smaller since this node is tw)
+-3.383 F(o)-.11 E .581(plies deeper in the tree.)72 452.2 R .581
+(It should be noted that this is ef)6.081 F(fecti)-.275 E .911 -.165
+(ve b)-.275 H .58(ecause the transposition table stores the).165 F .231
+(partial results from the searches that are stopped, so that when these\
+ branches are searched later)72 464.2 R 2.982(,t)-.44 G .232(he w)-2.982
+F(ork)-.11 E .789
+(is not repeated because the information is found in the table.)72 476.2
+R .788(In case you might w)6.289 F .788(onder wh)-.11 F 3.538(yt)-.055 G
+.788(he search)-3.538 F .165(steps further into the tree tw)72 488.2 R
+2.915(op)-.11 G .165(lies, rather than one, recall that with alpha/beta\
+, if one ply \(P\) requires that)-2.915 F .2(all mo)72 500.2 R -.165(ve)
+-.165 G 2.95(sb).165 G 2.95(es)-2.95 G .2(earched, then the ne)-2.95 F
+.199(xt ply \(P+1\) only requires that one mo)-.165 F .529 -.165(ve b)
+-.165 H 2.949(es).165 G .199(earched to produce a refu-)-2.949 F 1.168
+(tation \(e)72 512.2 R 1.168(xcept for the case of PV nodes where no mo)
+-.165 F -.165(ve)-.165 G 3.918(sh).165 G -2.475 -.22(av e)-3.918 H 1.168
+(yet been searched.\))4.138 F 1.169(Therefore, since we)6.669 F(kno)72
+524.2 Q 3.385(wt)-.275 G .634(hat we are going to e)-3.385 F .634
+(xamine all nodes at P \(since we just back)-.165 F .634
+(ed up the PVS algorithm to ply P\),)-.11 F .847(we kno)72 536.2 R 3.597
+(wt)-.275 G .847(hat all nodes at ply P+2 will most lik)-3.597 F .848
+(ely ha)-.11 F 1.178 -.165(ve t)-.22 H 3.598(ob).165 G 3.598(es)-3.598 G
+.848(earched as well, so long as we choose a)-3.598 F(reasonable mo)72
+548.2 Q .33 -.165(ve a)-.165 H 2.75(tp).165 G(ly=P+1.)-2.75 E EP
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+\(EPVS\) produced speedups that were modest impro)72 96 R -.165(ve)-.165
+G(ments).165 E -.165(ove)72 108 S 3.435(rP).165 G .685(VS, as gi)-3.435
+F -.165(ve)-.275 G 3.435(ni).165 G 3.435(nt)-3.435 G .685(able 2 belo)
+-3.435 F 4.865 -.715(w. T)-.275 H .685(his is roughly 20% f).715 F .685
+(aster than PVS on lar)-.11 F .686(ger numbers of proces-)-.198 F .285
+(sors, from the results belo)72 120 R 1.715 -.715(w, b)-.275 H .284(ut \
+the 8 and 16 processor times still are disappointing, and the 32 proces\
+sor).495 F 1.229(results w)72 132 R 1.23(ould be abysmal.)-.11 F
+(Clearly)6.73 E 3.98(,ab)-.715 G 1.23
+(etter algorithm had to be found, or we were going to see a v)-3.98 F
+(ast)-.275 E(amount of unused processing po)72 144 Q
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+(ble 2 EPVS performance results).88 E 2.75(2. Dynamic)72 240.4 R -.385
+(Tr)2.75 G(ee Splitting algorithm \(DTS\)).385 E .595(Before describing\
+ the DTS algorithm in detail, one important point needs e)72 264.4 R
+3.345(xplanation. This)-.165 F .595(algorithm is)3.345 F .457(speci\214\
+cally designed for a shared memory multiprocessor architecture.)72 276.4
+R .457(As a result, issues that other pro-)5.957 F 1.152
+(grams and programmers ha)72 288.4 R 1.482 -.165(ve t)-.22 H 3.902(of)
+.165 G 1.152(ace \(distrib)-4.012 F 1.152
+(uted transposition tables, killer mo)-.22 F -.165(ve)-.165 G 1.151
+(s, history information).165 F .099
+(and such\) are not an issue here at all.)72 300.4 R .1
+(Some of the decisions in the DTS design w)5.6 F .1(ould lik)-.11 F .1
+(ely cause signi\214-)-.11 F 1.014
+(cant problems on a message-passing architecture, no matter ho)72 312.4
+R 3.764(wf)-.275 G 1.014(ast the communication channel might)-3.874 F
+3.479(be. On)72 324.4 R .729(the Cray)3.479 F 3.479(,w)-.715 G .73
+(hich has an absolutely astounding cpu-to-memory bandwidth, mo)-3.479 F
+.73(ving a me)-.165 F -.055(ga)-.165 G .73(byte of).055 F 1.693
+(data tak)72 336.4 R 1.693(es v)-.11 F 1.692(ery little time at all, wh\
+ich simply means that in this algorithm, communication costs are)-.165 F
+(al)72 348.4 Q -.11(wa)-.11 G .037(ys assumed to be zero.).11 F .037
+(An assumption that w)5.537 F .037(ould f)-.11 F .037
+(ail on other architectures of course, b)-.11 F .038(ut one which)-.22 F
+.664(certainly af)72 360.4 R .663
+(fected decisions made while designing the DTS algorithm as well.)-.275
+F .663(It turns out that loading a)6.163 F .649("\215ag w)72 372.4 R
+.649(ord" \(which indicates that there is some parallel-processing rela\
+ted task to perform\) and testing it)-.11 F(can be b)72 384.4 Q
+(uried in the instruction stream so that the)-.22 E 2.75(yc)-.165 G
+(ause no delays at all.j)-2.75 E(2.1 The DTS approach)72 408.4 Q .446
+(In analyzing the pre)72 432.4 R .446(vious tw)-.275 F 3.196(oa)-.11 G
+.446(lgorithms, the)-3.196 F 3.196(yb)-.165 G .445(oth suf)-3.196 F .445
+(fer from tw)-.275 F 3.195(od)-.11 G .445(istinct problems:)-3.195 F
+.445(\(1\) all processors)5.945 F -.11(wo)72 444.4 S .152
+(rk together at a single node, which is acceptable for middle-g).11 F
+.152(ames with 35+ le)-.055 F -.055(ga)-.165 G 2.903(lm).055 G -.165
+(ove)-2.903 G 2.903(s\().165 G -2.475 -.22(av e)-2.903 H .153(rage\), b)
+.22 F(ut)-.22 E .175(which does not look attracti)72 456.4 R .505 -.165
+(ve i)-.275 H 2.925(ne).165 G(nd-g)-2.925 E .175
+(ames where the number of le)-.055 F -.055(ga)-.165 G 2.925(lm).055 G
+-.165(ove)-2.925 G 2.925(si).165 G 2.925(sm)-2.925 G .175(uch smaller;)
+-2.925 F .175(\(2\) if one)5.675 F .366(processor selects a mo)72 468.4
+R .696 -.165(ve t)-.165 H .367(hat leads to a v).165 F .367(ery b)-.165
+F(ush)-.22 E 3.117(yt)-.055 G .367
+(ree, the other processors might end up w)-3.117 F .367(aiting for an)
+-.11 F -.165(ex)72 480.4 S .324(tended period before that tree is compl\
+eted, producing long periods where most processors are w).165 F(aiting,)
+-.11 E .251(and greatly de)72 492.4 R .251
+(grading parallel performance.)-.165 F .252(The DTS algorithm w)5.752 F
+.252(as speci\214cally de)-.11 F -.165(ve)-.275 G .252(loped to a).165 F
+-.22(vo)-.22 G .252(id both).22 F(of these problems.)72 504.4 Q .192
+(The \214rst design goal in de)72 528.4 R -.165(ve)-.275 G .191
+(loping the DTS algorithm w).165 F .191
+(as to completely eliminate the cases where a pro-)-.11 F .365(cessor w)
+72 540.4 R .366(as idle, with no mo)-.11 F -.165(ve)-.165 G 3.116(sl)
+.165 G .366(eft to search, while other processors were b)-3.116 F(usy)
+-.22 E 5.866(.I)-.715 G 3.116(na)-5.866 G .366(ccomplishing this, it)
+-3.116 F .848(became ob)72 552.4 R .848(vious that the \214rst step w)
+-.165 F .847(as to disassociate all of the processors, so there w)-.11 F
+.847(as no requirement)-.11 F(that the)72 564.4 Q 2.75(ya)-.165 G
+(ll congre)-2.75 E -.055(ga)-.165 G(te at a single node and w).055 E
+(ork together searching mo)-.11 E -.165(ve)-.165 G 2.75(su).165 G
+(ntil all were completed.)-2.75 E EP
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+/F0 11/Times-Roman@0 SF 2.554(Note that there are alternati)72 96 R
+2.884 -.165(ve w)-.275 H 2.554(ays to k).055 F 2.554(eep processors b)
+-.11 F(usy)-.22 E 5.304(,b)-.715 G 2.555(esides trying to ha)-5.304 F
+2.885 -.165(ve t)-.22 H 2.555(hem all w).165 F(ork)-.11 E(together)72
+108 Q 6.366(.O)-.605 G .866(ne such approach w)-6.366 F .866
+(as used in Phoenix [Schaef)-.11 F .865(fer89], and used tw)-.275 F
+3.615(os)-.11 G .865(eparate search engines,)-3.615 F 1.058
+(one a full chess program, the other \(called Minix\) w)72 120 R 1.059
+(as a material-only searcher that searched deeper to)-.11 F .424
+(con\214rm/reject mo)72 132 R -.165(ve)-.165 G 3.174(sp).165 G .424
+(roposed by the full chess program.)-3.174 F(Ob)5.923 E .423
+(viously there is duplicate w)-.165 F .423(ork done in this)-.11 F .88
+(approach, as well as other problems related to choosing a mo)72 144 R
+1.21 -.165(ve t)-.165 H 3.63(op).165 G .881
+(lay when the positional search says)-3.63 F .604(play X, b)72 156 R
+.604(ut the tactical search says "no.")-.22 F .603
+(This sort of speculati)6.103 F .933 -.165(ve c)-.275 H .603
+(omputing, which is an admission that).165 F .541
+(additional processors w)72 168 R(on')-.11 E 3.291(ts)-.198 G .541
+(peed up the basic search, w)-3.291 F .542(as deemed too inef)-.11 F
+.542(\214cient and inef)-.275 F(fecti)-.275 E .872 -.165(ve t)-.275 H
+3.292(oc).165 G(on-)-3.292 E(sider)72 180 Q 2.75(,a)-.44 G
+(nd something better w)-2.75 E(as desired.)-.11 E 2.554
+(The second design goal w)72 204 R 2.553(as to a)-.11 F -.22(vo)-.22 G
+2.553(id completely ripping Cray Blitz apart, ef).22 F(fecti)-.275 E
+-.165(ve)-.275 G 2.553(ly starting from).165 F .994(scratch; rather)72
+216 R 3.744(,w)-.44 G 3.744(ew)-3.744 G .994(anted to use the same mo)
+-3.854 F 1.324 -.165(ve g)-.165 H .995
+(enerator code, tree search code, mo).165 F 1.325 -.165(ve o)-.165 H
+.995(rdering code,).165 F(and so forth for both a one-processor sequent\
+ial program and the multi-processing v)72 228 Q(ersion.)-.165 E 3.071
+(As)72 252 S .321(imple e)-3.071 F .321(xplanation of DTS is f)-.165 F
+.321(airly easy to understand, b)-.11 F .321
+(ut it also hides a great deal of comple)-.22 F .321(xity that)-.165 F
+1.565(has to be o)72 264 R -.165(ve)-.165 G 1.565
+(rcome when writing and deb).165 F 1.565(ugging the code.)-.22 F 1.566
+(At the be)7.066 F 1.566(ginning of a ne)-.165 F 4.316(wi)-.275 G 1.566
+(teration, DTS)-4.316 F(beha)72 276 Q -.165(ve)-.22 G 3.594(sj).165 G
+.844(ust lik)-3.594 F 3.594(eP)-.11 G .844(VS, searching do)-3.594 F
+.843
+(wn the left-hand side of the tree from ply=1 up to ply=N, with only)
+-.275 F .789(one processor)72 288 R 6.289(.A)-.605 G 3.539(tp)-6.289 G
+.789(ly=N, all processors "join the party" and search the ply=N mo)
+-3.539 F 1.119 -.165(ve l)-.165 H .789(ist in parallel, just).165 F(lik)
+72 300 Q 3.346(eP)-.11 G 3.345(VS/EPVS. Ho)-3.346 F(we)-.275 E -.165(ve)
+-.275 G 1.475 -.44(r, w).165 H .595(hen a processor completes the mo).44
+F .925 -.165(ve i)-.165 H 3.345(ti).165 G 3.345(ss)-3.345 G .595
+(earching, and disco)-3.345 F -.165(ve)-.165 G .595(rs there are).165 F
+(no more to be searched, DTS reacts to this.)72 312 Q .802(This idle pr\
+ocessor broadcasts \(using shared memory\) that it is idle, and is a)72
+336 R -.275(va)-.22 G .802(ilable to "help" an).275 F 3.552(yo)-.165 G
+(ther)-3.552 E .514(processor \214nish searching its tree.)72 348 R .514
+(The b)6.014 F .513
+(usy processors collect the "state of the tree" data, and store it in)
+-.22 F 1.558(shared memory for the idle processor to e)72 360 R 4.308
+(xamine. This)-.165 F 1.558
+(idle processor analyzes this data, and decides)4.308 F .057
+(which \(if an)72 372 R .057(y\) of the b)-.165 F .057
+(usy processors seems to ha)-.22 F .386 -.165(ve a t)-.22 H .056
+(ree that is complicated enough that it w).165 F .056(ould be ef)-.11 F
+<8c2d>-.275 E .591(cient to help with the search.)72 384 R .592(If such\
+ a position is found, the idle processor informs the processor which)
+6.092 F -.275(ow)72 396 S(ns that node of this and the).275 E 2.75(y")
+-.165 G(join" forces.)-2.75 E 2.07 -.88(To a)72 420 T .31(ccomplish thi\
+s, the idle processor speci\214cally chooses a ply=S position and tells\
+ the o).88 F .309(wner that S has)-.275 F .767
+(been chosen as the split-point ply)72 432 R 6.267(.T)-.715 G .768
+(he processor with that subtree in progress then copies the complete)
+-6.267 F .008(tree state to a shared memory area called a "split block"\
+ \(this tree state includes the v)72 444 R .008(arious search bounds,)
+-.275 F(mo)72 456 Q 1.498 -.165(ve l)-.165 H 1.169(ists for each ply un\
+der analysis, current board position and other related search data such\
+ as the).165 F .745(repetition list and so forth\).)72 468 R .745
+(Both processors can no)6.245 F 3.494(we)-.275 G .744(xtract mo)-3.659 F
+-.165(ve)-.165 G 3.494(sf).165 G .744
+(rom this shared data and search in)-3.494 F 2.92(parallel. Whene)72 480
+R -.165(ve)-.275 G 2.92(ro).165 G .17(ne runs out of w)-2.92 F .171
+(ork, it simply repeats this process.)-.11 F .171
+(In some cases, we might see tw)5.671 F(o)-.11 E .794
+(processors split the tree at ply=8, then one runs out of w)72 492 R
+.793(ork, and decides that the other one has the best)-.11 F .401
+(split candidate, and the)72 504 R 3.151(yt)-.165 G .401
+(hen split at ply=10.)-3.151 F .401(The \214rst might run out of w)5.901
+F .402(ork at that split point, and help)-.11 F .586(the other at a ne)
+72 516 R 3.336(ws)-.275 G .586(plit point at ply=12.)-3.336 F .586
+(Or it might bail out completely and choose to help another pro-)6.086 F
+(cessor)72 528 Q 3.713(,s)-.44 G .964(ince going deeper and deeper spli\
+tting the tree means that each subtree searched is smaller and)-3.713 F
+(smaller)72 540 Q 4.25(,a)-.44 G 1.5(nd e)-4.25 F -.165(ve)-.275 G 1.5
+(ntually the tw).165 F 4.25(op)-.11 G 1.5
+(rocessors might spend as much time splitting and sharing as the)-4.25 F
+4.249(yd)-.165 G(o)-4.249 E
+(searching \(more about this possible condition later)72 552 Q(.\))-.605
+E .893(The o)72 576 R -.165(ve)-.165 G .893(rall ef).165 F .893(fect of\
+ this is that the processors start together on a single node, searching\
+ in parallel, b)-.275 F(ut)-.22 E EP
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+/F0 11/Times-Roman@0 SF(the)72 96 Q 2.75(yq)-.165 G
+(uickly spread out in groups o)-2.75 E -.165(ve)-.165 G 2.75(rt).165 G
+(he acti)-2.75 E .33 -.165(ve t)-.275 H
+(ree, helping at points where there is w).165 E(ork to be done.)-.11 E
+(No)72 120 Q 3.518(wt)-.275 G .768(he ne)-3.518 F .768(xt issue.)-.165 F
+.767(Notice that as a processor becomes idle, it can re-split the same \
+tree it w)6.268 F .767(as sharing)-.11 F .561(with another processor)72
+132 R 3.311(,b)-.44 G .561(ut so f)-3.531 F(ar)-.11 E 3.311(,o)-.44 G
+.561(nly at deeper plies.)-3.311 F(Wh)6.061 E 3.311(yi)-.055 G 3.311(st)
+-3.311 G 3.311(his? Because)-3.311 F .562(it is inef)3.311 F .562
+(\214cient to back up)-.275 F 1.604(to ply N-1 and search branches ther\
+e before ply=N has been completely searched \(remember the \214rst)72
+144 R .033(ply=N split node is a PV node just lik)72 156 R 2.783(eP)-.11
+G .033(VS, and we don')-2.783 F 2.783(tw)-.198 G .033(ant to start w)
+-2.893 F .034(orking on ply N-1, until we ha)-.11 F -.165(ve)-.22 G
+2.388(the actual score for ply=N\).)72 168 R(Ho)7.888 E(we)-.275 E -.165
+(ve)-.275 G 3.267 -.44(r, e).165 H -.165(ve).165 G(ntually).165 E 5.137
+(,t)-.715 G 2.387(he trees can')-5.137 F 5.137(tb)-.198 G 5.137(ef)
+-5.137 G 2.387(urther sub-di)-5.137 F 2.387(vided an)-.275 F 5.137(yf)
+-.165 G(urther)-5.137 E .003(because the cost of doing so w)72 180 R
+.003(ould be more than the cost of searching the subtree.)-.11 F(No)
+5.503 E 2.754(wac)-.275 G .004(ritical decision)-2.754 F
+(has to be made, "what to do ne)72 192 Q(xt?")-.165 E .389
+(Since we are using the best-kno)72 216 R .389(wn mo)-.275 F .719 -.165
+(ve o)-.165 H .389
+(rdering heuristics in the alpha/ beta tree, it is lik).165 F .388
+(ely that by the)-.11 F .641(time the \214rst fe)72 228 R 3.391(wm)-.275
+G -.165(ove)-3.391 G 3.391(sa).165 G 3.391(tp)-3.391 G .641(ly=N ha)
+-3.391 F .971 -.165(ve b)-.22 H .641(een searched, we kno).165 F 3.391
+(wt)-.275 G .641(he actual score for this node, as mo)-3.391 F -.165(ve)
+-.165 G(s).165 E .092(further do)72 240 R .092(wn the list should be w)
+-.275 F .092(orse and not impro)-.11 F .421 -.165(ve t)-.165 H .091
+(he score further).165 F 5.591(.T)-.605 G .091(hen, allo)-5.591 F .091
+(wing idle processors to)-.275 F .276(back up to ply=N-1 and start sear\
+ching there before ply=N is completed is probably safe, and this is wha\
+t)72 252 R .129(DTS does.)72 264 R .128(On the rare occasions when the \
+ply=N search completes, and the last branch produces an e)5.629 F -.165
+(ve)-.275 G(n).165 E 1.475(better score, the processors that ha)72 276 R
+1.805 -.165(ve b)-.22 H(ack).165 E 1.475
+(ed up to ply=N-1 already are searching with a less ef)-.11 F(\214cient)
+-.275 E 3.062(bound. DTS)72 288 R .312
+(notices this and each processor already searching at N-1 is gi)3.062 F
+-.165(ve)-.275 G 3.061(nt).165 G .311(he ne)-3.061 F 3.061(w\()-.275 G
+.311(correct\) bound as)-3.061 F .261(soon as it is kno)72 300 R 3.012
+(wn. This)-.275 F .262(sounds easy and clean, b)3.012 F .262
+(ut it can cause some interesting problems, because this)-.22 F(ne)72
+312 Q 3.124(wb)-.275 G .374
+(ound might mean most of what a processor has been b)-3.124 F .374
+(usy doing can be thro)-.22 F .373(wn a)-.275 F -.11(wa)-.165 G 3.123
+(ys).11 G .373(ince the ne)-3.123 F(w)-.275 E(bound w)72 324 Q(ould ha)
+-.11 E .33 -.165(ve c)-.22 H(aused a cutof).165 E 2.75(fm)-.275 G
+(uch sooner than the original bound used.)-2.75 E .813(The best metapho\
+r for describing this might be "ants at a picnic" where the chess tree \
+is the picnic, and)72 348 R .01
+(the ants are the search engines \(processors\).)72 360 R .01
+(The ants start eating on a lar)5.51 F .009(ge crumb, b)-.198 F .009
+(ut as it is eaten a)-.22 F -.11(wa)-.165 G -.715(y,).11 G 1.623
+(it becomes too small and the ants that are displaced mo)72 372 R 1.953
+-.165(ve t)-.165 H 4.373(oa).165 G 1.623(nother crumb and start w)-4.373
+F 1.624(orking there..)-.11 F(Ev)72 384 Q .551
+(entually lots of ants are congre)-.165 F -.055(ga)-.165 G .551
+(ted around a steadily diminishing supply of crumbs, which brings up)
+.055 F(the \214nal phase of the DTS algorithm de)72 396 Q -.165(ve)-.275
+G(lopment.).165 E .137
+(In testing this code, we found, on occasion, a position that w)72 420 R
+.137(ould blo)-.11 F 2.887(wu)-.275 G 2.887(pa)-2.887 G .138
+(nd produce search times much)-2.887 F .884(longer than e)72 432 R -.165
+(ve)-.275 G 3.634(nt).165 G .884(he single-processor search.)-3.634 F
+-.165(Fo)6.384 G 3.634(re).165 G .884(xample, 1 processor w)-3.799 F
+.883(ould tak)-.11 F 3.633(e1m)-.11 G .883(inute to do a 10)-3.633 F
+.135(ply search, b)72 444 R .135
+(ut with DTS, out of 5,000 test runs, one run w)-.22 F .136(ould tak)
+-.11 F 2.886(e1m)-.11 G .136(inute to do a 5 ply search with 16)-2.886 F
+3.074(processors. What)72 456 R .324(we found w)3.074 F .323(as a condi\
+tion we later termed a "feeding frenzy" to maintain the ants anal-)-.11
+F(ogy)72 468 Q 6.533(.W)-.715 G 1.033(hat w)-6.533 F 1.033
+(as happening w)-.11 F 1.033(as that as the tree w)-.11 F 1.033
+(as nearly completed, the search reached a point where)-.11 F .597
+(there were no good "split points".)72 480 R .597(DTS w)6.097 F .597
+(as quite good at recognizing when it w)-.11 F .596
+(as appropriate to split a)-.11 F .084
+(tree into parallel slices and when it w)72 492 R .084(as not.)-.11 F
+(Unfortunately)5.584 E 2.834(,i)-.715 G 2.834(tw)-2.834 G .084
+(as not so good at determining when it w)-2.944 F(as)-.11 E
+(time to quit checking to see if there were an)72 504 Q 2.75(yg)-.165 G
+(ood split points.)-2.75 E .187
+(Imagine a case with 16 processors, with 15 idle, and one w)72 528 R
+.186(orking trying to search the last 15 nodes left in)-.11 F .836
+(the entire tree.)72 540 R .836(This one processor k)6.336 F .836
+(eeps getting interrupted with "may I help you?", "can I help you?",)
+-.11 F .299("could you use some help there?" and so forth, so that rath\
+er than searching, it stays b)72 552 R .298(usy cop)-.22 F .298
+(ying its tree)-.11 F 1.201(state to shared memory so that the idle pro\
+cessors can attempt to \214nd a split point.)72 564 R(The)6.701 E 3.951
+(yf)-.165 G 1.201(ail, and ask)-4.061 F(ag)72 576 Q 2.159(ain, and ag)
+-.055 F 4.909(ain. And)-.055 F 2.158(in a v)4.909 F 2.158(ery fe)-.165 F
+4.908(wp)-.275 G 2.158(athological cases, this almost hung the search.)
+-4.908 F 3.918 -.88(To s)7.658 H(olv).88 E 4.908(et)-.165 G(his)-4.908 E
+EP
+%%Page: 6 6
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+/F0 11/Times-Roman@0 SF 1.617(problem, which only occurred right at the\
+ end of an iteration, we chose to add a "thrashing" counter)72 96 R(,)
+-.44 E .202(which w)72 108 R .202(as nothing more than a counter that w)
+-.11 F .202(as set to some v)-.11 F .201
+(alue when a processor handled one of those)-.275 F .692
+("may I help you?")72 120 R 3.442(queries. Until)6.192 F .693
+(that processor searched N nodes \(N w)3.442 F .693(as the v)-.11 F .693
+(alue set in the thrashing)-.275 F .754(counter\) it w)72 132 R .753
+(ould refuse to answer an)-.11 F 3.503(ym)-.165 G .753
+(ore "may I help you?")-3.503 F .753
+(queries, which eliminated the thrashing)6.253 F
+(right at the end of an iteration.)72 144 Q .818(That is a basic e)72
+168 R .819(xplanation of DTS.)-.165 F(Ho)6.319 E(we)-.275 E -.165(ve)
+-.275 G 1.699 -.44(r, t).165 H 3.569(oa).44 G .819(ppreciate e)-3.569 F
+.819(xactly ho)-.165 F 3.569(wc)-.275 G(omple)-3.569 E 3.569(xa)-.165 G
+.819(nd sophisticated this)-3.569 F -2.365 -.275(ev e)72 180 T .252
+(ntually became, the ne).275 F .252(xt step is to look at some of the s\
+peci\214c components and data structures need to)-.165 F(mak)72 192 Q
+3.733(et)-.11 G .983(his algorithm perform.)-3.733 F .983
+(First, we need a couple of de\214nitions to mak)6.483 F 3.734(es)-.11 G
+.984(ure terminology does not)-3.734 F(obscure the algorithm.)72 204 Q
+2.75(2.2 De\214nitions)72 228 R 1.162(Split-point is a node within the \
+tree where it appears that the search must e)72 252 R 1.161
+(xamine all of the successor)-.165 F 2.791(nodes. The)72 264 R .041(qua\
+lity of a split point is related both to its depth \(nodes closer to th\
+e root of the tree represent)2.791 F(lar)72 276 Q 2.328(ger subtrees an\
+d thus are better split points\) and the con\214dence that all of the b\
+ranches must be)-.198 F 2.091(searched must be high.)72 288 R 2.091(Thi\
+s con\214dence is described in section three which discusses choosing s\
+plit)7.591 F(points.)72 300 Q .48(Branching f)72 324 R .48
+(actor is a measure of the comple)-.11 F .48
+(xity of a position reached in the tree search which character)-.165 F
+(-)-.22 E .754(izes this comple)72 336 R .754(xity in terms of the a)
+-.165 F -.165(ve)-.22 G .755(rage number of successor branches \(le).165
+F -.055(ga)-.165 G 3.505(lm).055 G -.165(ove)-3.505 G .755
+(s\) from this posi-).165 F 3.902(tion. Chess)72 348 R 1.152(seems to a)
+3.902 F -.165(ve)-.22 G 1.152(rage around 38 according to man).165 F
+3.902(yp)-.165 G 1.152(ublished papers, b)-3.902 F 1.152
+(ut the number can v)-.22 F(ary)-.275 E
+(from zero \(mate or stalemate or dra)72 360 Q
+(w\) to around 200 \(with man)-.165 E 2.75(yq)-.165 G
+(ueens and an open board.\))-2.75 E 2.75(2.3 The)72 384 R(HELP command)
+2.75 E .765
+(The HELP command is the primary signaling mechanism within DTS.)72 408
+R(Whene)6.265 E -.165(ve)-.275 G 3.515(rap).165 G .766
+(rocessor is "out of)-3.515 F -.11(wo)72 420 S
+(rk" it sends the HELP command to what is ef).11 E(fecti)-.275 E -.165
+(ve)-.275 G(ly the entire group of acti).165 E .33 -.165(ve p)-.275 H
+(rocessors.).165 E .444(The HELP command simply requests that an)72 444
+R 3.194(yp)-.165 G .444(rocessors that are acti)-3.194 F -.165(ve)-.275
+G .443(ly searching subtrees temporarily).165 F(stop, cop)72 456 Q 2.75
+(yt)-.11 G(he "tree state" to shared memory)-2.75 E 2.75(,a)-.715 G
+(nd then continue searching.)-2.75 E 1.553
+(As these "tree states" become a)72 480 R -.275(va)-.22 G 1.553
+(ilable, the idle processor that initiated the HELP command analyzes)
+.275 F 1.005(each state to determine if it can \214nd a satisf)72 492 R
+1.004(actory split point.)-.11 F 1.004
+(If not, it simply re-broadcasts the HELP)6.504 F(command.)72 504 Q .07
+(As will be sho)72 528 R .07(wn later)-.275 F 2.82<2c8c>-.44 G .07
+(nding a split point is non-tri)-2.82 F .071(vial, because it is a k)
+-.275 F .401 -.165(ey s)-.11 H .071(tep in the DTS algorithm.).165 F(If)
+5.571 E 1.209(an incorrect split point is chosen, then it is lik)72 540
+R 1.208(ely that the processors that start to help at that point are)
+-.11 F .175(going to search nodes that are not necessary)72 552 R 2.925
+(,w)-.715 G .175(hich does nothing b)-2.925 F .175
+(ut increase the parallel search o)-.22 F -.165(ve)-.165 G(rhead).165 E
+(without making the search progress an)72 564 Q 2.75(yf)-.165 G
+(aster through the tree.)-2.86 E EP
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+/F0 11/Times-Roman@0 SF .59(An interesting feature here, is that once a\
+ processor \214nds a viable split-point, and the Split\(\) operation is)
+72 96 R 1.058(performed, whene)72 108 R -.165(ve)-.275 G 3.808(ra).165 G
+1.388 -.165(ny o)-3.808 H 1.058(ther processor becomes idle, the).165 F
+3.808(yc)-.165 G 1.058(heck for acti)-3.808 F 1.388 -.165(ve s)-.275 H
+1.058(plit-points before broad-).165 F 1.037(casting a HELP command.)72
+120 R 1.036(If a processor locates an)6.537 F 3.786(yv)-.165 G 1.036
+(alid split points, and there is w)-4.061 F 1.036(ork remaining at)-.11
+F(an)72 132 Q 3.258(yo)-.165 G 3.258(ft)-3.258 G .508
+(hem, it simply attaches to the split point with the most w)-3.258 F
+.509(ork remaining, and does not broadcast a)-.11 F 1.445(help command.)
+72 144 R 1.444(This tends to k)6.944 F 1.444(eep the processors w)-.11 F
+1.444(orking together in related parts of the tree, which)-.11 F(mak)72
+156 Q .521(es the transposition table and scoring hash tables more ef)
+-.11 F(fecti)-.275 E .851 -.165(ve s)-.275 H .521
+(ince the information is more useful).165 F .101
+(among closely related positions.)72 168 R(Ho)5.601 E(we)-.275 E -.165
+(ve)-.275 G .981 -.44(r, i).165 H 2.851(fap).44 G .101
+(rocessor becomes idle, and \214nds no split-point with w)-2.851 F(ork)
+-.11 E .665(remaining, it does initiate a HELP command and goes about \
+\214nding a ne)72 180 R 3.416(ws)-.275 G 3.416(plit-point. Other)-3.416
+F(processors)3.416 E .956(will lik)72 192 R .956
+(ely join it at that split point as the)-.11 F 3.706(yb)-.165 G .956
+(ecome idle.)-3.706 F .955
+(Another reason for doing this is that \214nding a)6.456 F .34
+(split point tak)72 204 R .34
+(es time, and once a good one has been located, there')-.11 F 3.09(sn)
+-.605 G 3.09(op)-3.09 G .34(oint in locating another until the)-3.09 F
+1.863
+(\214rst one has been completed, or at least until there are no more mo)
+72 216 R -.165(ve)-.165 G 4.613(sl).165 G 1.863
+(eft at that point that can be)-4.613 F 1.086
+(searched by idle processors.)72 228 R 1.086(In the v)6.586 F 1.087
+(ery w)-.165 F 1.087
+(orst case, with N processors each split point could ha)-.11 F 1.417
+-.165(ve t)-.22 H -.11(wo).165 G .177(processors w)72 240 R .177
+(orking, if the tree is v)-.11 F .176(ery narro)-.165 F 4.356 -.715
+(w. I)-.275 H 2.926(nt).715 G .176(he optimal case, which is f)-2.926 F
+.176(airly common in the middle-)-.11 F -.055(ga)72 252 S 1.416
+(me, there are rarely more than one or tw).055 F 4.166(os)-.11 G 1.416
+(plit points, the \214rst is nearly completed, and the second)-4.166 F
+(\(ne)72 264 Q
+(w\) split point is where each processor goes when it runs out of w)
+-.275 E(ork at the original split point.)-.11 E 2.078 -.88(To p)72 288 T
+.318(rocess the HELP command, a simple test w).88 F .317
+(as added to the sequential search code.)-.11 F .317(After an)5.817 F
+3.067(yn)-.165 G .317(ode is)-3.067 F .91(processed, HELP\(i\) is check)
+72 300 R .911(ed, and if set, the tree state is copied to shared memory)
+-.11 F 3.661(,t)-.715 G .911(he \215ag is cleared,)-3.661 F .888
+(and the search continues normally)72 312 R 6.388(.T)-.715 G .887
+(his reduces the idle time for a processor to the time required for a)
+-6.388 F .712(processor to search one node and return to the top of Sea\
+rch\(\) and then store the "tree state" for the idle)72 324 R .982
+(processor to e)72 336 R 3.732(xamine. \(About)-.165 F .981
+(30 microseconds on a Cray C90.\))3.732 F .981
+(After this time, an idle processor will)6.481 F(ha)72 348 Q .33 -.165
+(ve a)-.22 H 2.75(tl).165 G(east one tree state to e)-2.75 E
+(xamine for split points, making this reasonably ef)-.165 E(\214cient.)
+-.275 E 1.001(While it sounds lik)72 372 R 3.751(eal)-.11 G 1.001
+(ot of w)-3.751 F 1.001(ait time could accumulate, man)-.11 F 3.751(yt)
+-.165 G 1.001(ests on a C90 ha)-3.751 F 1.332 -.165(ve c)-.22 H 1.002
+(on\214rmed that this).165 F -.11(wa)72 384 S .232(it time is ne).11 F
+2.982(gligible. In)-.165 F .231(searching for 5-6 minutes of w)2.982 F
+.231(all-clock time, typical idle times \(per processor\))-.11 F -2.475
+-.22(av e)72 396 T .566(rage between .01 seconds and .1 seconds.).22 F
+.566(On rare occasions \(notably v)6.066 F .566(ery simple endg)-.165 F
+.567(ame positions)-.055 F .666(where the branching f)72 408 R .666
+(actor is quite lo)-.11 F .665
+(w\) this has reached one second per processor)-.275 F 3.415(,s)-.44 G
+.665(till k)-3.415 F .665(eeping the idle)-.11 F .882
+(time per processor do)72 420 R .882
+(wn to less than .3% of the total search time.)-.275 F .883
+(One major reason for this is that the)6.383 F .279
+(code which selects split points is v)72 432 R .279(ery careful, and f)
+-.165 F -.22(avo)-.11 G .279
+(rs nodes near the root of the tree, because the sub-).22 F 1.307
+(trees belo)72 444 R 4.057(wt)-.275 G 1.307
+(hose nodes represent a signi\214cant amount of w)-4.057 F 1.307
+(ork that must be completed before another)-.11 F .703
+(split point must be found.)72 456 R .703
+(The only time that processors are idle is while the)6.203 F 3.452(ya)
+-.165 G .702(re w)-3.452 F .702(aiting on other pro-)-.11 F .573
+(cessors to pro)72 468 R .573
+(vide tree state information to one idle processor)-.165 F 3.324(,o)-.44
+G 3.324(rw)-3.324 G .574(hile the)-3.324 F 3.324(ya)-.165 G .574(re w)
+-3.324 F .574(aiting on one idle pro-)-.11 F .071
+(cessor to select a split point.)72 480 R .071(If this e)5.571 F -.165
+(ve)-.275 G .071(nt is relati).165 F -.165(ve)-.275 G .07
+(ly rare, as it typically is in DTS, then the opportunities).165 F
+(for accumulating e)72 492 Q(xcessi)-.165 E .33 -.165(ve i)-.275 H
+(dle time are fe).165 E 2.75(wa)-.275 G(nd f)-2.75 E(ar between.)-.11 E
+2.75(2.4 The)72 516 R(Split\(\) operation.)2.75 E .315
+(Split\(\) is called whene)72 540 R -.165(ve)-.275 G 3.065(ra).165 G
+3.065(ni)-3.065 G .315
+(dle processor has one or more "tree state" blocks to e)-3.065 F .316
+(xamine when attempt-)-.165 F .267(ing to \214nd a split-point.)72 552 R
+.266(Split\(\) \214rst attempts to \214nd a good split point \(section \
+three\) and then sets things)5.767 F(up so that the Select\(\) operatio\
+n described later can function correctly)72 564 Q(.)-.715 E EP
+%%Page: 8 8
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+%%EndPageSetup
+/F0 11/Times-Roman@0 SF .557(The \214rst operation performed after a go\
+od split-point is located is to allocate a data structure kno)72 96 R
+.557(wn as a)-.275 F 1.231(SPLIT BLOCK.)72 108 R 1.23
+(This data structure is simply an e)6.731 F 1.23
+(xact duplicate of the tree search data structures that)-.165 F .028
+(already e)72 120 R .029(xist in each processor')-.165 F 2.779(sl)-.605
+G .029(ocal memory area.)-2.779 F .029(It contains the v)5.529 F .029
+(arious mo)-.275 F .359 -.165(ve l)-.165 H .029
+(ists, board information,).165 F(scoring information, etc.)72 132 Q .265
+(The Split\(\) operation then copies ALL of the current processor')72
+156 R 3.015(sl)-.605 G .265(ocal tree state information to the SPLIT)
+-3.015 F 3.208(BLOCK. \(ALL)72 168 R .458
+(here means that if the current ply is \214v)3.208 F 3.208(e\()-.165 G
+.458(5\), then all of the data for plies 1-5 are copied,)-3.208 F -.22
+(bu)72 180 S 4.901(tn).22 G 2.151(ot all of the useless data belo)-4.901
+F 4.901(wp)-.275 G 2.151(ly 5.)-4.901 F 2.151(Note that EVER)7.651 F
+2.15(YTHING is copied, so that this global)-.715 F .806
+(\(shared\) memory area has an e)72 192 R .807(xact cop)-.165 F 3.557
+(yo)-.11 G 3.557(ft)-3.557 G .807(he current processor')-3.557 F 3.557
+(ss)-.605 G .807(earch data structures.)-3.557 F .807(It w)6.307 F .807
+(ould no)-.11 F(w)-.275 E .026(be possible for this processor to e)72
+204 R .026(xit, and another processor could cop)-.165 F 2.776(yt)-.11 G
+.026(his global data to its pri)-2.776 F -.275(va)-.275 G .025(te mem-)
+.275 F .497(ory area and resume the search just as if it were the origi\
+nal processor since it no)72 216 R 3.247(ww)-.275 G .497(ould ha)-3.357
+F .827 -.165(ve a)-.22 H .497(ccess to).165 F -2.365 -.275(ev e)72 228 T
+.406(rything the original processor had.).275 F 3.156(\(Note: Cray)5.906
+F .406(Blitz w)3.156 F .405(as written before F)-.11 F .405
+(ortran supported recursion,)-.165 F 1.075
+(and as a result, it did not use the no)72 240 R 3.825(wi)-.275 G 3.825
+(nv)-3.825 G 1.075(ogue "ne)-4.045 F -.055(ga)-.165 G 1.075
+(max" recursi).055 F 1.405 -.165(ve a)-.275 H 1.075
+(lpha/beta search implementation.).165 F .118(As a result, there w)72
+252 R .118(as no problem in implementing the parallel search as e)-.11 F
+2.868(xplained. Ne)-.165 F -.055(ga)-.165 G .117(max w).055 F .117
+(ould ha)-.11 F -.165(ve)-.22 G 1.058(made it much more dif)72 264 R
+1.058(\214cult, since the call stack is inaccessible to the search code\
+ and mo)-.275 F 1.059(ving the tree)-.165 F(state around w)72 276 Q
+(ould ha)-.11 E .33 -.165(ve b)-.22 H(een much more dif).165 E
+(\214cult [Pearl80].\))-.275 E .733(The Split\(\) operation then passes\
+ the address of this SPLIT BLOCK to an)72 300 R 3.483(yp)-.165 G .733
+(rocessors that are currently)-3.483 F .224(idle, so that the)72 312 R
+2.974(ym)-.165 G .224(ay be)-2.974 F .224(gin w)-.165 F .224
+(orking at this point immediately)-.11 F 5.725(.T)-.715 G .225
+(he idle processors drop out of their b)-5.725 F(usy)-.22 E -.11(wa)72
+324 S 1.109(it loop since the).11 F 3.859(yn)-.165 G 1.659 -.275(ow h)
+-3.859 H -2.475 -.22(av e).275 H 3.859(ap)4.079 G 1.108(ointer to a v)
+-3.859 F 1.108(alid SPLIT BLOCK rather than a v)-.275 F 1.108
+(alue of "zero".)-.275 F(The)6.608 E(y)-.165 E(must \214rst cop)72 336 Q
+2.75(yt)-.11 G(he global data to their pri)-2.75 E -.275(va)-.275 G
+(te memory area, and then be).275 E(gin searching at that point.)-.165 E
+.258(The primary reason for cop)72 360 R .258
+(ying ALL of the "splitting" processor')-.11 F 3.009(sd)-.605 G .259
+(ata to the shared memory re)-3.009 F .259(gion is to)-.165 F -.22(avo)
+72 372 S 1.046(id an).22 F 3.796(yt)-.165 G 1.045(ype of synchronizatio\
+n delays after searching all branches from the split-point.)-3.796 F
+1.045(The speci\214c)6.545 F .607(problem addressed is that the "contro\
+lling" processor \(the one splitting w)72 384 R .608
+(ork for other processors to help)-.11 F .548
+(with\) might choose a branch that is v)72 396 R .548
+(ery simple with a minimum number of nodes and \214nish this branch)
+-.165 F .902(quite quickly)72 408 R 6.402(.A)-.715 G .902
+(nother processor might choose a branch that has man)-6.402 F 3.653(yc)
+-.165 G .903(hecks and/or search e)-3.653 F(xtensions)-.165 E 1.666
+(and requires an e)72 420 R 1.666(xtended amount of time to search.)
+-.165 F 1.666(The controlling processor w)7.166 F 1.665
+(ould often \214nd itself)-.11 F -.11(wa)72 432 S .673
+(iting on other processors to complete their searches and return the v)
+.11 F .674(alues for their subtrees before the)-.275 F
+(controlling processor could back up the proper v)72 444 Q(alue.)-.275 E
+-.44(Wi)72 468 S .375(th the current implementation, this ne).44 F -.165
+(ve)-.275 G 3.125(rh).165 G 3.125(appens. Since)-3.125 F .375
+(ALL processors ha)3.125 F .705 -.165(ve a c)-.22 H .375(omplete cop)
+.165 F 3.125(yo)-.11 G 3.125(ft)-3.125 G(he)-3.125 E .694
+(search data, an)72 480 R 3.444(yo)-.165 G 3.444(ft)-3.444 G .694(hem i\
+s capable of \214nishing the search of the nodes in the tree after the \
+split-point is)-3.444 F 2.751(completed. F)72 492 R .001(or e)-.165 F
+.001(xample, processor 1 can search from plies 1 through 5 and then ano\
+ther processor selects)-.165 F 1.294(ply=5 as a split-point.)72 504 R
+1.295(Processor 2 joins the search at this split-point and selects a br\
+anch to e)6.794 F(xamine.)-.165 E .455(Processor 1 completes the remain\
+der of the branches at this split-point and then sends a HELP command)72
+516 R 1.552
+(to processor 2 so that it can help with the remainder of the comple)72
+528 R 4.303(xb)-.165 G 1.553(ranch processor 2 is searching.)-4.303 F
+1.018(When the search \214nally backs up to ply=1, EITHER processor \(b)
+72 540 R 1.018(ut not both\) could be in char)-.22 F 1.017(ge of the)
+-.198 F .019
+(search at that point; it depends on which one \214nishes \214rst.)72
+552 R .019(In simple terms, this is a "peer)5.519 F .02
+(-to-peer" design,)-.22 F(rather than a "master)72 564 Q(-sla)-.22 E
+-.165(ve)-.22 G 2.75("d).165 G(esign, so that all processors are equal.)
+-2.75 E EP
+%%Page: 9 9
+%%BeginPageSetup
+BP
+%%EndPageSetup
+/F0 11/Times-Roman@0 SF .093
+(The nice feature of this approach is that whene)72 96 R -.165(ve)-.275
+G 2.842(rA).165 G .092(NY processor runs out of w)-2.842 F .092
+(ork at a split-point, it then)-.11 F .49(assists one of the b)72 108 R
+.49(usy processors by \214rst sending a HELP command to force the creat\
+ion of a ne)-.22 F 3.241(ws)-.275 G(plit-)-3.241 E .663
+(point where this idle processor can "join in.")72 120 R .663
+(This feature is implemented by a simple rule that pre)6.163 F -.165(ve)
+-.275 G(nts).165 E(an)72 132 Q 3.464(yp)-.165 G .714(rocessor from back\
+ing the search up past a split point, unless \(if and only if\) only on\
+e processor is)-3.464 F -.11(wo)72 144 S .181
+(rking on that split point.).11 F .18(The best visual analogy is the g)
+5.68 F .18(ame of "leap-frog" where one processor starts)-.055 F .685(o\
+n a position, another helps it, the \214rst \214nishes and "leap-frogs"\
+ the second to a position further into the)72 156 R(tree and helps the \
+second processor search at that point, and so forth.)72 168 Q 2.75
+(2.5 The)72 192 R(Select\(\) operation.)2.75 E 1.079(one of the tw)72
+216 R 3.829(og)-.11 G 1.078
+(oals mentioned when designing the DTS algorithm w)-3.829 F 1.078
+(as to a)-.11 F -.22(vo)-.22 G 1.078(id completely re-writing).22 F .307
+(the search code for Cray Blitz.)72 228 R .308
+(This code \(approximately 10,000 lines of FOR)5.807 F .308
+(TRAN, which are replaced)-.66 F .35(by about 20,000 lines of Cray Asse\
+mbly Language [CAL] when running on the C90\) has been de)72 240 R -.165
+(ve)-.275 G(loped).165 E 1.21(and deb)72 252 R 1.21(ugged o)-.22 F -.165
+(ve)-.165 G 3.96(rap).165 G 1.21
+(eriod of years, and altering it signi\214cantly w)-3.96 F 1.211
+(as something the authors w)-.11 F 1.211(anted to)-.11 F -.22(avo)72 264
+S(id if possible since deb).22 E
+(ugging the parallel processing code already loomed as a lar)-.22 E
+(ge obstacle.)-.198 E -.165(Fo)72 288 S 3.376(rs).165 G(implicity)-3.376
+E 3.376(,t)-.715 G .626(he design retained the original programming met\
+hodology that a processor maintains the)-3.376 F 1.152
+(tree \(subtree, actually\) it is searching by k)72 300 R 1.152
+(eeping all of the related data in local \(pri)-.11 F -.275(va)-.275 G
+1.152(te, task common,).275 F(etc.\) memory so that other processors ca\
+n not "change" this information directly)72 312 Q(.)-.715 E(Ho)72 336 Q
+(we)-.275 E -.165(ve)-.275 G 1.079 -.44(r, s).165 H .199
+(ince a group of processors must w).44 F .198
+(ork together at some point within the tree, shared memory is)-.11 F
+.022(also required to allo)72 348 R 2.772(wt)-.275 G .022
+(his communication.)-2.772 F .022
+(The simple implementation mechanism we chose w)5.522 F .023(as to mod-)
+-.11 F(ify the procedure Select\(\) so that it could w)72 360 Q
+(ork in this en)-.11 E(vironment.)-.44 E .716
+(Select\(\) is a procedure called to select the ne)72 384 R .715(xt mo)
+-.165 F 1.045 -.165(ve a)-.165 H 3.465(tt).165 G .715
+(he current node in the tree.)-3.465 F(Normally)6.215 E 3.465(,i)-.715 G
+3.465(te)-3.465 G(xam-)-3.63 E 1.611(ines the mo)72 396 R 1.941 -.165
+(ve l)-.165 H 1.612(ist in the pri).165 F -.275(va)-.275 G 1.612
+(te memory for the current processor and remo).275 F -.165(ve)-.165 G
+4.362(so).165 G 1.612(ne of the mo)-4.362 F -.165(ve)-.165 G 4.362(sf)
+.165 G(or)-4.362 E -.165(ex)72 408 S 3.946(amination. At).165 F 3.946
+(as)3.946 G 1.196(plit-point, this is slightly more complicated since m\
+ultiple processors are "sharing")-3.946 F(this mo)72 420 Q .33 -.165
+(ve l)-.165 H(ist.).165 E 1.29
+(Select\(\) is unchanged, the only code that w)72 444 R 1.291
+(as modi\214ed w)-.11 F 1.291
+(as the code that actually calls Select\(\) within)-.11 F 2.909
+(Search\(\). Search\(\))72 456 R .159(simply tests to see if the curren\
+t ply is a split point, and if so it copies the shared mo)2.909 F -.165
+(ve)-.165 G .917(list to the local mo)72 468 R 1.248 -.165(ve l)-.165 H
+.918(ist, calls Select\(\) to choose one for searching and then remo)
+.165 F -.165(ve)-.165 G 3.668(si).165 G 3.668(tf)-3.668 G .918
+(rom the mo)-3.668 F -.165(ve)-.165 G .531
+(list. Search\(\) then copies the local mo)72 480 R .861 -.165(ve l)
+-.165 H .53
+(ist back to the shared one \(all protected by a semaphore so that).165
+F .131(no race conditions arise\).)72 492 R .131(If the current ply is \
+not a split point, Select\(\) is simply called normally)5.631 F 5.632
+(.t)-.715 G .132(he fol-)-5.632 F(lo)72 504 Q 1.494(wing code sho)-.275
+F 1.494(ws ho)-.275 F 4.244(wt)-.275 G 1.494(his w)-4.244 F 1.494
+(as implemented.)-.11 F 1.494
+(The major bene\214t here is that Select\(\) is a v)6.994 F 1.493
+(ery lar)-.165 F(ge)-.198 E .6(block of code, that generates mo)72 516 R
+-.165(ve)-.165 G .6(s, orders the list, selects mo).165 F -.165(ve)-.165
+G 3.35(sf).165 G .601(rom the list based on things lik)-3.35 F 3.351(ec)
+-.11 G(ap-)-3.351 E 1.49(tures and the e)72 528 R 1.49(xpected g)-.165 F
+1.49(ain, killer mo)-.055 F -.165(ve)-.165 G 1.49(s, and so forth.).165
+F 1.49(It w)6.99 F 1.49(as considered v)-.11 F 1.489
+(ery desirable to lea)-.165 F 1.819 -.165(ve t)-.22 H(his).165 E
+(completely alone, since the assembly v)72 540 Q
+(ersion of this module is se)-.165 E -.165(ve)-.275 G
+(ral thousand lines long.).165 E(call Select\(\))99.5 564 Q EP
+%%Page: 10 10
+%%BeginPageSetup
+BP
+%%EndPageSetup
+/F0 11/Times-Roman@0 SF -.11(wa)72 96 S 2.75(sr).11 G
+(eplaced by the follo)-2.75 E(wing lines of code:)-.275 E
+(if\(ply .eq. splitl\(taskid\)\) then)99.5 120 Q(call Selget\(\))110.5
+132 Q(call Select\(\))110.5 144 Q(call Selput\(\))110.5 156 Q(else)99.5
+168 Q(call Select\(\))110.5 180 Q(endif)99.5 192 Q .425(In the abo)72
+216 R .755 -.165(ve c)-.165 H .425
+(ode, Selget\(\) sets a semaphore to lock this mo).165 F .755 -.165
+(ve l)-.165 H .425(ist \(there are multiple semaphores so that).165 F
+.191(multiple mo)72 228 R .52 -.165(ve l)-.165 H .19(ists can be shared\
+ without unnecessary interaction\) and then copies the global mo).165 F
+.52 -.165(ve l)-.165 H .19(ist to).165 F .568(the local memory)72 240 R
+3.318(.S)-.715 G .568(elect\(\) then operates normally)-3.318 F 6.068
+(.S)-.715 G .568(elput\(\) then copies the mo)-6.068 F .898 -.165(ve l)
+-.165 H .569(ist back \(after a mo).165 F -.165(ve)-.165 G
+(has been remo)72 252 Q -.165(ve)-.165 G 2.75(df).165 G
+(or searching\) and \214nally clears the semaphore.)-2.75 E .752(The v)
+72 276 R .751(ector splitl\(taskid\) is set up by the split operation a\
+nd identi\214es the current split point for this pro-)-.165 F .736
+(cessor \(taskid\).)72 288 R .737(It should be noted that this implemen\
+tation is quite good in terms of ef)6.236 F(\214cienc)-.275 E 2.167
+-.715(y, b)-.165 H(ecause).715 E .353(the Selget\(\) \(cop)72 300 R
+3.103(ys)-.11 G .352(hared memory to local memory\) and the Selput\(\) \
+\(back to shared memory\) operations)-3.103 F 1.311
+(are rarely used, and on a Cray the)72 312 R 4.061(yv)-.165 G 1.312
+(ectorize quite well and cost v)-4.226 F 1.312(ery little.)-.165 F 1.312
+(Note that this same code)6.812 F -.11(wo)72 324 S .911(rks well withou\
+t parallel processing since Selget\(\) and Selput\(\) are ne).11 F -.165
+(ve)-.275 G 3.661(rc).165 G .911(alled if a Split\(\) operation)-3.661 F
+(has not been performed.)72 336 Q 2.75(2.6 The)72 360 R(Mer)2.75 E
+(ge\(\) operation.)-.198 E(Whene)72 384 Q -.165(ve)-.275 G 2.897(rap)
+.165 G .147(rocessor calls Select\(\) and is told that the mo)-2.897 F
+-.165(ve)-.165 G 2.898(sl).165 G .148(ist is empty)-2.898 F 2.898(,t)
+-.715 G .148(he \214rst test made by the DTS)-2.898 F .702
+(search algorithm is "is this a split-point?")72 396 R .702
+(If the answer is yes, this processor has computed a v)6.202 F .701
+(alue that)-.275 F .225
+(represents only a subset of the branches from this node.)72 408 R .226
+(The DTS Search no)5.726 F 2.976(wc)-.275 G .226(alls procedure Mer)
+-2.976 F .226(ge\(\) to)-.198 F .397(process this partial v)72 420 R
+3.147(alue. Mer)-.275 F .396(ge\(\) simply compares the search v)-.198 F
+.396(alue from the current partial search with)-.275 F .983
+(the best search v)72 432 R .984(alue for this node yet back)-.275 F
+.984(ed up, and remembers the best result.)-.11 F .984
+(It also notes that one)6.484 F 1.367(less processor is w)72 444 R 1.366
+(orking at this split point by decrementing the processor count.)-.11 F
+1.366(If this count is no)6.866 F(w)-.275 E -.165(ex)72 456 S .252
+(actly one, the split-point is no longer needed; in this case, Mer).165
+F .252(ge\(\) sends an UNSPLIT command to the)-.198 F
+(remaining processor \(described belo)72 468 Q -.715(w.)-.275 G(\)).715
+E .333(After the cleanup is completed via Mer)72 492 R .332
+(ge\(\), the DTS algorithm then returns this processor to its idle loop)
+-.198 F .501(where it immediately checks for another split-point to joi\
+n, or else it generates a HELP command to cre-)72 504 R
+(ate a split-point.)72 516 Q 2.75(2.7 The)72 540 R
+(Unsplit\(\) operation.)2.75 E .076(The ne)72 564 R .076
+(xt-to-last processor w)-.165 F .076(orking on a split point sends an U\
+NSPLIT command to the remaining proces-)-.11 F(sor)72 576 Q 2.818(,w)
+-.44 G(hene)-2.818 E -.165(ve)-.275 G 2.818(ri).165 G 2.818<748c>-2.818
+G .068(nds no more w)-2.818 F .068(ork to do at this split point.)-.11 F
+.068(The split-point has been completely searched)5.568 F EP
+%%Page: 11 11
+%%BeginPageSetup
+BP
+%%EndPageSetup
+/F0 11/Times-Roman@0 SF -.165(ex)72 96 S
+(cept for the branch being analyzed by the remaining processor).165 E(.)
+-.605 E 2.147(When a processor recei)72 120 R -.165(ve)-.275 G 4.897(sa)
+.165 G 4.897(nU)-4.897 G 2.147
+(NSPLIT command, it calls procedure Unsplit\(\) to cleanup the split-)
+-4.897 F .221(point\(S\) that ha)72 132 R .551 -.165(ve b)-.22 H .221(e\
+en "almost completed" \(recall that the current processor is STILL sear\
+ching a branch).165 F(at one or more of these e)72 144 Q
+(xhausted split-points.\))-.165 E .028(Unsplit\(\) performs tw)72 168 R
+2.778(oa)-.11 G 2.778(ctions. The)-2.778 F .028(\214rst action it tak)
+2.778 F .027(es is to compare the partial score from the split-point)
+-.11 F .42(with its o)72 180 R .42
+(wn partial score for that ply and remember the best one.)-.275 F .42
+(It then deallocates the SPLIT BLOCK)5.92 F .982
+(so that this block can be used whene)72 192 R -.165(ve)-.275 G 3.731
+(ra).165 G .981(nother Split\(\) operation is required.)-3.731 F .981
+(After an Unsplit\(\) opera-)6.481 F(tion, all signs of the pre)72 204 Q
+(vious Split\(\) operation are gone.)-.275 E 2.75(2.8 The)72 228 R
+(Share\(\) operation.)2.75 E 1.051(Since the ef)72 252 R(\214cienc)-.275
+E 3.801(yo)-.165 G 3.801(ft)-3.801 G 1.051
+(he alpha/beta algorithm directly depends on kno)-3.801 F 1.051
+(wing the best scores back)-.275 F 1.052(ed up)-.11 F 1.525
+(through the tree, whene)72 264 R -.165(ve)-.275 G 4.275(rb).165 G 1.525
+(acking up a ne)-4.275 F 4.274(wb)-.275 G 1.524
+(est score to a split-point ply \(by an)-4.274 F 4.274(yo)-.165 G 4.274
+(ft)-4.274 G 1.524(he processors)-4.274 F -.11(wo)72 276 S
+(rking at that split-point\), special action is required.).11 E .971
+(The re)72 300 R .971(gular search procedure Backup\(\) w)-.165 F .972
+(as modi\214ed to check for this condition in the same manner as)-.11 F
+1.06(Select\(\) described pre)72 312 R(viously)-.275 E 3.81(,i)-.715 G
+3.81(tc)-3.81 G 1.06
+(hecks the SPLITL\(i\) \215ag to determine if it is "w)-3.81 F 1.06
+(orking together" with)-.11 F .182(another processor)72 324 R 5.682(.I)
+-.605 G 2.932(fs)-5.682 G .182
+(o, it sends a SHARE command to all processors w)-2.932 F .182
+(orking at this split- point.)-.11 F(These)5.683 E .193
+(processors then call Share\(\) to determine if this ne)72 336 R .193
+(wly back)-.275 F .192(ed up v)-.11 F .192(alue is better than the v)
+-.275 F .192(alue in this pro-)-.275 F(cessor')72 348 Q 3.565(ss)-.605 G
+3.565(earch. If)-3.565 F .815(so, some quick tests for alpha/beta cutof)
+3.565 F .816(fs are made to determine if this ne)-.275 F .816(wly a)
+-.275 F -.275(va)-.22 G(il-).275 E(able v)72 360 Q(alue w)-.275 E
+(ould prune a)-.11 E -.11(wa)-.165 G 2.75(yp).11 G
+(art of the tree currently being searched by this processor)-2.75 E(.)
+-.605 E .161(This procedure w)72 384 R .161(as added to address tw)-.11
+F 2.911(op)-.11 G 2.91(roblems. \(1\))-2.911 F .16(When a better v)2.91
+F .16(alue is found at a split-point, ef)-.275 F<8c2d>-.275 E(cienc)72
+396 Q 4.368(yd)-.165 G 1.618(emands that all processors be made a)-4.368
+F -.11(wa)-.165 G 1.619
+(re of it as soon as possible in order to maximize the).11 F .109
+(alpha/beta ef)72 408 R(\214cienc)-.275 E 4.289 -.715(y. \()-.165 H
+2.859(2\) W).715 F 2.859(ea)-.88 G .109(nticipated the case where the s\
+earch might create a split-point at a location)-2.859 F .717
+(within the tree where either alpha or beta might be unkno)72 420 R .717
+(wn \(this is the idea of speculati)-.275 F 1.048 -.165(ve s)-.275 H
+.718(earching to).165 F -.11(ke)72 432 S .59(ep processors b).11 F .59
+(usy described earlier)-.22 F 3.339(.\) Share\(\))-.605 F .589
+(determines these v)3.339 F .589(alues for the current processor when-)
+-.275 F -2.365 -.275(ev e)72 444 T 2.75(rt).275 G(he)-2.75 E 2.75(yb)
+-.165 G(ecome a)-2.75 E -.275(va)-.22 G(ilable.).275 E 2.75(3. Choosing)
+72 468 R(where to split the tree.)2.75 E 1.027(The most important decis\
+ion that the DTS algorithm frequently addresses is where to split the t\
+ree into)72 492 R 1.083(parallel subtrees.)72 504 R 1.083(If it chooses\
+ a good split point, performance is good; if it chooses a poor split po\
+int,)6.583 F(performance suf)72 516 Q(fers.)-.275 E(3.1 Node types PV)72
+540 Q 2.75(,C)-1.419 G(UT and ALL.)-2.75 E 3.097(Knuth and Moore clearl\
+y de\214ned three node classes of nodes within the alpha/beta minimax t\
+ree)72 564 R 4.378([Knut75]. While)72 576 R 1.628(their analysis w)4.378
+F 1.628(as centered on a minimal g)-.11 F 1.627
+(ame-tree with perfect mo)-.055 F 1.957 -.165(ve o)-.165 H 1.627
+(rdering, the).165 F EP
+%%Page: 12 12
+%%BeginPageSetup
+BP
+%%EndPageSetup
+/F0 11/Times-Roman@0 SF .386(concepts the)72 96 R 3.136(yp)-.165 G .386
+(resented also apply to "real" alpha/beta trees, e)-3.136 F -.165(ve)
+-.275 G 3.136(nt).165 G .386(hough it is impossible to produce per)
+-3.136 F(-)-.22 E .611(fect mo)72 108 R .94 -.165(ve o)-.165 H .61
+(rdering [Hyatt89].).165 F .61(In this conte)6.11 F .61
+(xt we use the terminology de)-.165 F -.165(ve)-.275 G .61
+(loped in [Marsland85], which).165 F(uses the terms PV)72 120 Q 2.75(,C)
+-1.419 G(UT and ALL instead of type one, tw)-2.75 E 2.75(oa)-.11 G
+(nd three.)-2.75 E -.88(Ty)108 144 S .768(pe one \(PV\) nodes.).88 F
+.769(The root position is a type one node.)6.268 F .769
+(The \214rst successor)6.269 F .346(of a PV node is also a PV node whil\
+e all other successors of a PV node are CUT)108 156 R 3.17(nodes. PV)108
+168 R .42(nodes require e)3.17 F .421
+(xamination of all their successors.)-.165 F 3.171(AP)5.921 G 3.171(Vn)
+-3.171 G .421(ode is easy)-3.171 F .643
+(to recognize, because both alpha and beta are at their original v)108
+180 R .643(alues since noth-)-.275 F(ing has yet been searched.)108 192
+Q -.88(Ty)108 216 S .02(pe tw).88 F 2.77(o\()-.11 G .02(CUT\) nodes.)
+-2.77 F 2.771(AC)5.521 G .021
+(UT node is a successor of either a PV node \(as gi)-2.771 F -.165(ve)
+-.275 G(n).165 E(abo)108 228 Q -.165(ve)-.165 G 3.434(\)o).165 G 3.433
+(ra)-3.434 G 3.433(nA)-3.433 G .683(LL node.)-3.433 F 3.433(AC)6.183 G
+.683(UT node only requires e)-3.433 F .683(xamination of one succes-)
+-.165 F .407(sor \(for perfectly ordered g)108 240 R .407(ame trees.\))
+-.055 F .407(This is the node type that we must recog-)5.907 F .99
+(nize and a)108 252 R -.22(vo)-.22 G .989
+(id selecting as a split-point, because with best mo).22 F 1.319 -.165
+(ve o)-.165 H .989(rdering, only).165 F .206
+(one branch needs to be searched, which lea)108 264 R -.165(ve)-.22 G
+2.957(sn).165 G 2.957(ow)-2.957 G .207(ork for additional processors,)
+-3.067 F(other than w)108 276 Q(ork that is completely unnecessary)-.11
+E(.)-.715 E -.88(Ty)108 300 S 2.43(pe three \(ALL\) nodes.).88 F 2.43
+(An ALL node is a successor of a CUT node and)7.93 F .719(requires e)108
+312 R .72(xamination of all its successor branches.)-.165 F(Ev)6.22 E
+.72(en more interesting, mo)-.165 F -.165(ve)-.165 G .335(ordering with\
+in a type three node is completely unimportant and has no ef)108 324 R
+.335(fect on)-.275 F 2.053(the total nodes searched.)108 336 R 2.054
+(This is an important node type in a parallel search)7.554 F .806
+(because e)108 348 R -.165(ve)-.275 G .806(ry mo).165 F 1.136 -.165
+(ve m)-.165 H .806(ust be searched, of).165 F .806(fering plenty of w)
+-.275 F .805(ork that can be done)-.11 F(in parallel.)108 360 Q 1.164
+(From these de\214nitions, se)72 384 R -.165(ve)-.275 G 1.164
+(ral things become apparent.).165 F 1.164(\(1\) T)6.664 F 1.164
+(ype three \(ALL\) nodes are perfect candi-)-.88 F .276(dates for paral\
+lel searching since all successors must be searched, and the order of t\
+ra)72 396 R -.165(ve)-.22 G .276(rsal for these suc-).165 F .152
+(cessors is unimportant.)72 408 R 2.902(\(2\) T)5.652 F .152(ype tw)-.88
+F 2.902(o\()-.11 G .152(CUT\) nodes must be a)-2.902 F -.22(vo)-.22 G
+.153(ided as split points since only one succes-).22 F .225
+(sor must be e)72 420 R 2.975(xamined. If)-.165 F .225
+(such a node is chosen as a split point, e)2.975 F .225
+(xtra branches will be searched, resulting)-.165 F .91(in w)72 432 R .91
+(asted w)-.11 F 3.66(ork. \(3\))-.11 F -.88(Ty)3.66 G .91(pe one \(PV\)\
+ nodes appear to be good candidates for parallel search until careful)
+.88 F 1.023(study unco)72 444 R -.165(ve)-.165 G 1.023(rs the f).165 F
+1.023
+(act that the \214rst successor of a type one node must be completely e)
+-.11 F 1.022(xamined before)-.165 F(an)72 456 Q 4.358(yo)-.165 G 4.358
+(ft)-4.358 G 1.608(he other successors.)-4.358 F 1.608(This is required\
+ since the \214rst branch establishes a search bound for the)7.108 F
+1.174(remainder of the successors, and if the)72 468 R 3.924(ya)-.165 G
+1.174(re searched before this bound is kno)-3.924 F 1.174(wn, e)-.275 F
+1.174(xtra w)-.165 F 1.174(ork might be)-.11 F(done.)72 480 Q 2.75
+(3.2 Classifying)72 504 R(node types.)2.75 E .563(When a processor gene\
+rates a HELP command, and obtains tree-state data from b)72 528 R .564
+(usy processors, it must)-.22 F .408(\(if possible\) establish a split \
+point so that it \(and other idle processors\) can "join in" and help.)
+72 540 R .408(From sec-)5.908 F .39(tion 3.1, it becomes ob)72 552 R .39
+(vious that type ALL nodes mak)-.165 F 3.141(ed)-.11 G .391
+(esirable split points, type PV nodes mak)-3.141 F 3.141(ed)-.11 G(esir)
+-3.141 E(-)-.22 E 1.62(able split points AFTER the \214rst successor of\
+ the node has been completely searched, and type CUT)72 564 R
+(nodes must be a)72 576 Q -.22(vo)-.22 G(ided at all costs.).22 E EP
+%%Page: 13 13
+%%BeginPageSetup
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+%%EndPageSetup
+/F0 11/Times-Roman@0 SF 1.52(Cray Blitz contains a function T)72 96 R
+1.52(ypeNode\(\), that types an)-.88 F 4.27(yn)-.165 G 1.52
+(ode from ply one to the current ply)-4.27 F 9.771(.t)-.715 G(his)-9.771
+E .574(function is called by function Split\(\) to mak)72 108 R 3.323
+(ea)-.11 G 3.323(ni)-3.323 G .573
+(nitial "guess" of the node types for each ply in the cur)-3.323 F(-)
+-.22 E(rent processor')72 120 Q 2.75(ss)-.605 G(earch space.)-2.75 E
+.239(It mak)72 144 R .239(es the follo)-.11 F .239(wing assumptions.)
+-.275 F .239(If, for the current node being tested, the v)5.739 F .24
+(alues of alpha and beta are)-.275 F .06
+(equal to the initial search windo)72 156 R 1.49 -.715(w, t)-.275 H .06
+(hen this node is a PV node.).715 F .059
+(Otherwise, if the current node is at an odd)5.559 F .683
+(ply and alpha is equal to the lo)72 168 R .684
+(wer initial search bound, or the current node is at an e)-.275 F -.165
+(ve)-.275 G 3.434(np).165 G .684(ly and beta is)-3.434 F
+(equal to the upper initial search bound, then the node type is CUT)72
+180 Q 5.5(.F)-.814 G(or all other cases, it is type ALL.)-5.665 E .642
+(Split\(\) uses the abo)72 204 R .971 -.165(ve a)-.165 H .641(lgorithm \
+to set its initial guess for each node type from ply 1 through the curr\
+ent).165 F(ply)72 216 Q 5.915(.N)-.715 G -.165(ex)-5.915 G 3.165(ti).165
+G 3.165(te)-3.165 G .416(nters an "o)-3.165 F -.165(ve)-.165 G .416
+(rride" phase.).165 F .416
+(Split\(\) starts at ply=2 and checks the number of mo)5.916 F -.165(ve)
+-.165 G 3.166(st).165 G .416(hat ha)-3.166 F -.165(ve)-.22 G 1.132
+(been zeroed by the search \(the number of mo)72 228 R -.165(ve)-.165 G
+3.881(st).165 G 1.131(hat ha)-3.881 F 1.461 -.165(ve a)-.22 H 1.131
+(ctually been searched.\)).165 F -.165(Fo)6.631 G 3.881(ra).165 G 3.881
+(nA)-3.881 G 1.131(LL node,)-3.881 F(man)72 240 Q 3.087(ym)-.165 G -.165
+(ove)-3.087 G 3.087(sa).165 G .338(lready searched increases the "con\
+\214dence" that this is truly an ALL node.)-3.087 F -.165(Fo)5.838 G
+3.088(rC).165 G .338(UT nodes,)-3.088 F 1.527(if more than one mo)72 252
+R 1.856 -.165(ve h)-.165 H 1.526
+(as been searched, then the con\214dence for this CUT node is lo).165 F
+1.526(wered, since it)-.275 F 1.014
+(should not be necessary to search more than one mo)72 264 R 1.344 -.165
+(ve a)-.165 H -6.513 3.764(ta r).165 H 1.015(eal CUT node.)-3.764 F
+1.015(In f)6.515 F 1.015(act, if more than some)-.11 F .361(limit of mo)
+72 276 R -.165(ve)-.165 G 3.111(sh).165 G .361(as been e)-3.111 F .361
+(xamined \(currently=3\) then the type for this node is o)-.165 F -.165
+(ve)-.165 G .36(rridden and set to ALL,).165 F .161
+(since it appears that mo)72 288 R .491 -.165(ve o)-.165 H .161
+(rdering has someho).165 F 2.912(wf)-.275 G .162
+(ailed to search the best mo)-3.022 F .492 -.165(ve \214)-.165 H .162
+(rst at some pre).165 F .162(vious ply)-.275 F(.)-.715 E .252
+(After this o)72 312 R -.165(ve)-.165 G .251
+(rride phase, a \214nal simple check is made since it is no).165 F 3.001
+(wp)-.275 G .251(ossible to ha)-3.001 F .581 -.165(ve t)-.22 H .471 -.11
+(wo A).165 H .251(LL nodes on).11 F(successi)72 324 Q .784 -.165(ve p)
+-.275 H 3.204(lies. If).165 F .455(this happens, the second ALL node pr\
+obably means that the successor to this node is)3.204 F .306
+(really a CUT node and we are resetting the upper/lo)72 336 R .305
+(wer search bounds after searching a wrong \214rst mo)-.275 F -.165(ve)
+-.165 G(some)72 348 Q 3(where. The)-.275 F .25(\214nal o)3 F -.165(ve)
+-.165 G .251(rride phase will note the second ALL node, and then force \
+the successor of this).165 F .042
+(node to be type CUT since yet another ALL node can')72 360 R 2.792(tf)
+-.198 G(ollo)-2.792 E 2.792(wt)-.275 G .042(his one unless mo)-2.792 F
+.371 -.165(ve o)-.165 H .041(rdering is hopelessly).165 F 3.847
+(bad. This)72 372 R 1.097(phase of the o)3.847 F -.165(ve)-.165 G 1.097
+(rride code simply allo).165 F 1.097(ws only tw)-.275 F 3.847(oA)-.11 G
+1.097(LL nodes to be consecuti)-3.847 F 1.428 -.165(ve i)-.275 H 3.848
+(nt).165 G 1.098(he tree.)-3.848 F .218
+(After the second ALL node, the ne)72 384 R .218(xt node must be CUT)
+-.165 F 2.968(,t)-.814 G .218(he ne)-2.968 F .218(xt ALL, etc.)-.165 F
+-.165(Fo)5.718 G 2.968(ra).165 G .218(ll of these o)-2.968 F -.165(ve)
+-.165 G .218(rrides the).165 F 1.125(con\214dence is v)72 396 R 1.125
+(ery "lo)-.165 F 1.125(w" and, ag)-.275 F 1.125(ain, the number of mo)
+-.055 F -.165(ve)-.165 G 3.875(ss).165 G 1.126
+(earched at each ply is used to impro)-3.875 F 1.456 -.165(ve t)-.165 H
+(his).165 E(con\214dence.)72 408 Q .116(This has pro)72 432 R -.165(ve)
+-.165 G 2.866(nt).165 G 2.865(ob)-2.866 G 2.865(eac)-2.865 G .115
+(ritical step in the DTS algorithm.)-2.865 F 2.865(Am)5.615 G(istak)
+-2.865 E 2.865(eh)-.11 G .115(ere produces se)-2.865 F -.165(ve)-.275 G
+.115(re problems later).165 F .657(because the search space is going to\
+ increase due to searching branches that the sequential search w)72 444
+R(ould)-.11 E .154(be able to a)72 456 R -.22(vo)-.22 G 2.904(id. The)
+.22 F .154(initial estimate w)2.904 F .154(as quite good, b)-.11 F .154
+(ut the o)-.22 F -.165(ve)-.165 G .153(rride phase further impro).165 F
+-.165(ve)-.165 G 2.903(dt).165 G .153(he reliabil-)-2.903 F .729
+(ity of choosing a good node for a Split\(\) operation.)72 468 R .73
+(This has been modi\214ed more than an)6.23 F 3.48(yo)-.165 G .73
+(ther part of)-3.48 F .838(the DTS code, because Cray Blitz still \(on \
+occasion\) searches trees in parallel that are much lar)72 480 R .838
+(ger than)-.198 F .15(the same tree searched by only one processor)72
+492 R 5.65(.I)-.605 G 2.9(ft)-5.65 G .151
+(his were 100% accurate, then Cray Blitz w)-2.9 F .151(ould produce)-.11
+F(almost linear speedup as additional processors are added to the searc\
+h.)72 504 Q .599(Others ha)72 528 R .929 -.165(ve t)-.22 H .599
+(ackled this "where to split the tree" in dif).165 F .598(ferent w)-.275
+F .598(ays, and ha)-.11 F .928 -.165(ve p)-.22 H .598
+(roduced interesting results).165 F([Akl82,A)72 540 Q(werb)-1.012 E .569
+(uch85,Baudet78,Feldman90, Feldman93,and others].)-.22 F .57
+(Most all were designed for message-)6.07 F .683
+(passing systems, which made choosing split-points more comple)72 552 R
+3.433(xs)-.165 G .683(ince it becomes a serious issue when)-3.433 F 2.09
+(communication costs become a major design consideration.)72 564 R 2.091
+(It should be noted that the only serious)7.59 F .877
+(attempts to control tree search o)72 576 R -.165(ve)-.165 G .877
+(rhead all do so at the e).165 F .877(xpense of synchronization/w)-.165
+F .877(ait penalties.)-.11 F .876(In a)6.376 F EP
+%%Page: 14 14
+%%BeginPageSetup
+BP
+%%EndPageSetup
+/F0 11/Times-Roman@0 SF(distrib)72 96 Q .904(uted en)-.22 F .904
+(vironment, this mak)-.44 F .904
+(es a great deal of sense, since the cost of di)-.11 F .904
+(viding a tree into pieces is)-.275 F -.165(ve)72 108 S(ry high.).165 E
+(On the Cray architecture, the opposite is true.)5.5 E
+(3.3 Choosing a SPLIT ply)72 132 Q .547(The \214rst goal of the Split\(\
+\) procedure is to select an ALL node for splitting since this is the o\
+nly reason-)72 156 R .958(able type of node that w)72 168 R(on')-.11 E
+3.708(ta)-.198 G .958(dd an)-3.708 F 3.708(ys)-.165 G .958(earch o)
+-3.708 F -.165(ve)-.165 G .958(rhead \(e).165 F .958(xtra nodes.\))-.165
+F .958(Since the o)6.458 F -.165(ve)-.165 G .958(rhead for choosing a)
+.165 F .708(SPLIT point is costly)72 180 R 3.457(,am)-.715 G .707(ajor \
+consideration for selecting a split point is to choose a split point th\
+at will)-3.457 F(tak)72 192 Q 3.938(ear)-.11 G 1.188
+(easonable amount of time to search in parallel so Split\(\) w)-3.938 F
+(on')-.11 E 3.938(tb)-.198 G 3.939(ei)-3.938 G -2.09 -.44(nv o)-3.939 H
+-.11(ke).44 G 3.939(da).11 G -.055(ga)-3.939 G 3.939(in. As).055 F 3.939
+(ag)3.939 G(eneral)-3.939 E .512(rule, nodes at shallo)72 204 R 3.261
+(wd)-.275 G .511(epths represent more w)-3.261 F .511
+(ork than nodes at deep plies, making shallo)-.11 F 3.261(wn)-.275 G
+.511(odes desir)-3.261 F(-)-.22 E .486(able split points.)72 216 R .486
+(This can be complicated by at least tw)5.986 F 3.237(of)-.11 G .487
+(eatures of the nodes;)-3.237 F .487(\(1\) the con\214dence of an)5.987
+F .71(ALL node is lo)72 228 R 2.14 -.715(w, m)-.275 H .71(aking it risk)
+.715 F 3.46(yt)-.165 G 3.46(os)-3.46 G .709
+(earch it in parallel and possibly introduce e)-3.46 F .709
+(xtra nodes into the tree)-.165 F 1.169
+(search, and \(2\) the node has v)72 240 R 1.169(ery fe)-.165 F 3.919
+(wb)-.275 G 1.169(ranches remaining, so that it will only supply w)
+-3.919 F 1.17(ork for a small)-.11 F(number of processors which will fo\
+rce yet another Split\(\) when the remaining processors become idle.)72
+252 Q .461(As can be seen, this is a some)72 276 R .461(what subjecti)
+-.275 F .79 -.165(ve d)-.275 H .46
+(ecision, and tuning this code will continue for some time.).165 F .25
+(Other recent modi\214cations to this include questions lik)72 288 R 3
+(e")-.11 G .25(is the king in check at this node?" since this can)-3 F
+.26(result in a misleading "w)72 300 R .26(ork estimate.")-.11 F .26
+(Cray Blitz generates pseudo-le)5.76 F -.055(ga)-.165 G 3.009(lm).055 G
+-.165(ove)-3.009 G .259(s, and when the king is in).165 F .109
+(check, most of these mo)72 312 R -.165(ve)-.165 G 2.859(sa).165 G .109
+(re, in f)-2.859 F .11(act, ille)-.11 F -.055(ga)-.165 G 2.86(l. If).055
+F .11(these mo)2.86 F -.165(ve)-.165 G 2.86(sa).165 G .11
+(re used to estimate the w)-2.86 F .11(ork to be done at)-.11 F .171
+(this ply)72 324 R 2.921(,ap)-.715 G .17
+(oor SPLIT point will be chosen since man)-2.921 F 2.92(ym)-.165 G -.165
+(ove)-2.92 G 2.92(sa).165 G .17(re a)-2.92 F -.275(va)-.22 G .17
+(ilable, b).275 F .17(ut most will be immediately)-.22 F .332
+(recognized as ille)72 336 R -.055(ga)-.165 G 3.082(lw).055 G .332
+(ith almost no w)-3.082 F .332(ork required to determine this.)-.11 F
+(Se)5.833 E -.165(ve)-.275 G .333(ral such features can af).165 F .333
+(fect the)-.275 F 1.625("estimated w)72 348 R 1.625
+(orkload" of a potential split point to mak)-.11 F 4.375(ei)-.11 G 4.375
+(tl)-4.375 G 1.625(ess attracti)-4.375 F -.165(ve)-.275 G 7.125(.A).165
+G 1.625(nother e)-7.125 F 1.624(xample is that the)-.165 F .315
+(search e)72 360 R .316(xtensions used by Cray Blitz at ply=N are af)
+-.165 F .316(fected by the e)-.275 F .316
+(xtensions at plies before N in the tree.)-.165 F 1.713
+(The idea is that if something is causing e)72 372 R 1.712
+(xtensions at shallo)-.165 F 4.462(wp)-.275 G 1.712
+(lies, the search should be careful and)-4.462 F -.165(ex)72 384 S .523
+(tend at deeper plies too, to \214nd out what is going on.).165 F .524
+(Therefore, if there are man)6.024 F 3.274(ye)-.165 G .524
+(xtensions before a)-3.439 F .958
+(potential split-point, the subtrees belo)72 396 R 3.708(wt)-.275 G .957
+(hat possible split-point will lik)-3.708 F .957(ely be lar)-.11 F .957
+(ger than normal, a f)-.198 F(act)-.11 E
+(that should be considered when choosing from se)72 408 Q -.165(ve)-.275
+G(ral candidate nodes for a split-point.).165 E .309
+(Split\(\) is the single most important function in the DTS algorithm.)
+72 432 R .31(When it inadv)5.81 F .31(ertently chooses a CUT)-.165 F
+.831(node as a split-point, search o)72 444 R -.165(ve)-.165 G .831
+(rhead increases dramatically).165 F 6.33(.C)-.715 G .83
+(hoosing a PV node potentially increases)-6.33 F 1.145(the search o)72
+456 R -.165(ve)-.165 G 1.146(rhead until the \214rst branch is e).165 F
+1.146(xamined and Share\(\) correctly establishes the upper/lo)-.165 F
+(wer)-.275 E(search bounds.)72 468 Q 2.75(3.4 Splitting)72 492 R
+(at the root)2.75 E .832
+(Splitting the search at the root \(or not\) unco)72 516 R -.165(ve)
+-.165 G .832(rs some interesting problems.).165 F .832
+(First, most computer chess)6.332 F .186(programs use the so-called ite\
+rated search where a one ply search is done, then that information is u\
+sed to)72 528 R .137(order the mo)72 540 R -.165(ve)-.165 G 2.887(sf)
+.165 G .137(or a tw)-2.887 F 2.887(op)-.11 G .137(ly search, and the in\
+formation from that is used to order a three ply search and)-2.887 F
+(so forth.)72 552 Q
+(This process is continued until the time allotted for this mo)5.5 E .33
+-.165(ve r)-.165 H(uns out.).165 E 1.096(It should be ob)72 576 R 1.096
+(vious that the reason for doing a "depth+1" search is to \214nd a bett\
+er mo)-.165 F 1.427 -.165(ve t)-.165 H 1.097(han the one).165 F EP
+%%Page: 15 15
+%%BeginPageSetup
+BP
+%%EndPageSetup
+/F0 11/Times-Roman@0 SF .85(found from the "depth" search.)72 96 R .849
+(Often, the program does not change its mind from iteration to iteratio\
+n,)6.35 F .347
+(and, in such circumstances, splitting the tree at the root is an e)72
+108 R .347(xcellent idea.)-.165 F .347(After searching the \214rst root)
+5.847 F .314(branch completely)72 120 R 3.064(,s)-.715 G .314
+(earching the remainder in parallel introduces almost no o)-3.064 F
+-.165(ve)-.165 G .314(rhead \(some arises due to).165 F .768
+(transposition table interaction.\))72 132 R(Ho)6.269 E(we)-.275 E -.165
+(ve)-.275 G 1.649 -.44(r, w).165 H .769(hen the \214rst mo).44 F 1.099
+-.165(ve s)-.165 H .769(earched is not the best, and the program).165 F
+.705(ultimately chooses a dif)72 144 R .705(ferent root mo)-.275 F 1.035
+-.165(ve a)-.165 H 3.455(sb).165 G .705
+(est, searching root branches in parallel causes a problem in)-3.455 F
+(timed tournament chess g)72 156 Q(ames.)-.055 E .938(From prior analys\
+is [Knuth75,Hyatt88,Hyatt89,Hsu90] the \214rst branch from the root pro\
+duces a subtree)72 180 R .52(much lar)72 192 R .52(ger than the remaind\
+er of the branches \(when the \214rst branch is best.\))-.198 F .519
+(If the program then must)6.019 F .632
+("change its mind" and select a dif)72 204 R .632(ferent mo)-.275 F .962
+-.165(ve a)-.165 H 3.382(sb).165 G .632(est, this mo)-3.382 F .962 -.165
+(ve w)-.165 H .632(ill also produce a much lar).165 F .633(ger subtree)
+-.198 F(than the other mo)72 216 Q -.165(ve)-.165 G 2.75(s. This).165 F
+("much lar)2.75 E(ger subtree" causes an interesting problem in timed e)
+-.198 E -.165(ve)-.275 G(nts.).165 E .148(Consider a case where the sec\
+ond branch is really the one that the "depth+1" search will ultimately \
+select.)72 240 R .816(After searching the \214rst branch \(using parall\
+el processing\) one processor selects the second mo)72 252 R 1.146 -.165
+(ve i)-.165 H 3.566(nt).165 G(he)-3.566 E .346
+(list \(that is really the best mo)72 264 R -.165(ve)-.165 G 3.095(\)a)
+.165 G .345(nd starts searching the v)-3.095 F .345(ery lar)-.165 F .345
+(ge subtree it produces.)-.198 F .345(Other processors)5.845 F -.165(ex)
+72 276 S .009(amine other root branches that are unimportant.).165 F
+.009(If time runs out before the second branch is completely)5.509 F
+-.165(ex)72 288 S .389(amined, the \214rst mo).165 F .719 -.165(ve w)
+-.165 H .388(ill be chosen, resulting in the program making a w).165 F
+.388(orse mo)-.11 F .718 -.165(ve t)-.165 H .388(han it really has).165
+F 2.948(to. An)72 300 R(alternati)2.948 E .528 -.165(ve i)-.275 H 2.949
+(st).165 G 2.949(oh)-2.949 G -2.475 -.22(av e)-2.949 H .199
+(all processors w)3.169 F .199(ork on the \214rst mo)-.11 F -.165(ve)
+-.165 G 2.949(,t).165 G .199(hen all processors w)-2.949 F .199
+(ork on the second)-.11 F(mo)72 312 Q -.165(ve)-.165 G 3.6(,a).165 G .85
+(nd so forth.)-3.6 F .849(Then, when a ne)6.349 F 3.599(wb)-.275 G .849
+(est mo)-3.599 F 1.179 -.165(ve i)-.165 H 3.599(ss).165 G .849
+(earched, all processors search it and complete the)-3.599 F
+(search before time runs out.)72 324 Q .883(Some might be quick to sugg\
+est that "the search should notice that the un\214nished mo)72 348 R
+1.214 -.165(ve h)-.165 H .884(as produced a).165 F(lar)72 360 Q .429
+(ge tree, and is lik)-.198 F .429(ely about to become a ne)-.11 F 3.179
+(wb)-.275 G .429(est, so don')-3.179 F 3.179(tg)-.198 G -2.365 -.275
+(iv e)-3.179 H .428(up until it has been completed.")3.454 F(Ho)5.928 E
+(w-)-.275 E -2.365 -.275(ev e)72 372 T 1.181 -.44(r, t).275 H .301
+(here are tw).44 F 3.052(oi)-.11 G .302(ssues with this:)-3.052 F .302
+(\(1\) just because a root mo)5.802 F .632 -.165(ve p)-.165 H .302
+(roduces a tree se).165 F -.165(ve)-.275 G .302(ral orders of magni-)
+.165 F .811(tude lar)72 384 R .811(ger than an)-.198 F 3.561(yo)-.165 G
+.811(ther \(than the \214rst\) root mo)-3.561 F 1.141 -.165(ve d)-.165 H
+.811(oes not imply that this mo).165 F 1.141 -.165(ve i)-.165 H 3.561
+(sb).165 G(etter)-3.561 E 6.311(.I)-.605 G 3.561(tm)-6.311 G .81
+(ight be)-3.561 F(better)72 396 Q 4.048(,o)-.44 G 4.048(ri)-4.048 G
+4.048(tm)-4.048 G 1.298(ight simply be a complicated mo)-4.048 F 1.628
+-.165(ve t)-.165 H 1.299
+(hat leads to positions which stimulate lots of search).165 F -.165(ex)
+72 408 S .148(tensions and mak).165 F 2.898(et)-.11 G .148
+(he tree quite lar)-2.898 F 2.898(ge. Therefore,)-.198 F .148
+(it is not safe to simply say the tree so f)2.898 F .148(ar is big, w)
+-.11 F(ait,)-.11 E .884(because that might tak)72 420 R 3.634(eas)-.11 G
+.884(igni\214cant amount of time to \214nish.)-3.634 F .885
+(And note the major problem here is that)6.385 F .068
+(only one processor is searching that branch should we choose to w)72
+432 R .067(ait for a result.)-.11 F .067(\(2\) "Just w)5.567 F .067
+(aiting" is not)-.11 F 3.879(ap)72 444 S 1.129
+(articularly good plan in a timed e)-3.879 F -.165(ve)-.275 G 3.879
+(nt. Since).165 F 1.129(time is a f)3.879 F(actor)-.11 E 3.879(,u)-.44 G
+1.129(sing it wisely is a major part of an)-3.879 F(y)-.165 E 1.055
+(chess program, and ha)72 456 R 1.055(ving to b)-.22 F 1.054(urn man)
+-.22 F 3.804(ym)-.165 G 1.054(inutes just because the search can')-3.804
+F 3.804(tr)-.198 G(esolv)-3.804 E 3.804(ew)-.165 G 1.054(hether a mo)
+-3.804 F -.165(ve)-.165 G(further do)72 468 Q(wn the ply=1 mo)-.275 E
+.33 -.165(ve l)-.165 H(ist is better or not can lead to timing dif).165
+E(\214culties.)-.275 E .252(The dra)72 492 R .252
+(wback to solving this is that we "kno)-.165 F .252
+(w" that all branches at the root should be searched \(time per)-.275 F
+(-)-.22 E 1.002(mitting\) and that searching them will cause no e)72 504
+R 1.002(xtra o)-.165 F -.165(ve)-.165 G 1.002
+(rhead \(after the \214rst branch establishes a lo).165 F(wer)-.275 E
+.621(search bound, assuming that the \214rst mo)72 516 R .951 -.165
+(ve i)-.165 H 3.371(sa).165 G .621(ctually the best mo)-3.371 F -.165
+(ve)-.165 G 6.121(.T).165 G .621(his is true for a lar)-6.121 F .621
+(ge majority of)-.198 F 1.614(positions, \).)72 528 R 1.614
+(The root is therefore a highly f)7.114 F -.22(avo)-.11 G 1.613
+(rable \(from a search o).22 F -.165(ve)-.165 G 1.613
+(rhead point of vie).165 F 1.613(w\) place to)-.275 F 1.085
+(search in parallel.)72 540 R 1.085(If the entire ply=1 mo)6.585 F 1.415
+-.165(ve l)-.165 H 1.085(ist w).165 F 1.086
+(as searched, then splitting at ply=1 w)-.11 F 1.086(ould w)-.11 F 1.086
+(ork well.)-.11 F(Ho)72 552 Q(we)-.275 E -.165(ve)-.275 G 1.257 -.44
+(r, s).165 H .377(ince time can run out and stop the search, e).44 F
+.377(xamining the \214rst fe)-.165 F 3.126(wm)-.275 G -.165(ove)-3.126 G
+3.126(so).165 G 3.126(nt)-3.126 G .376(he list \(searching)-3.126 F .942
+(each in succession with all processors w)72 564 R .942
+(orking together on each mo)-.11 F -.165(ve)-.165 G 3.692(\)e).165 G
+.942(nsures that the \214rst fe)-3.692 F 3.693(wm)-.275 G -.165(ove)
+-3.693 G(s).165 E 1.19(are COMPLETEL)72 576 R 3.94(Ye)-1.1 G 1.19
+(xamined before time runs out. \(Note: in Cray Blitz and Crafty)-4.105 F
+3.939(,a)-.715 G 3.939(ni)-3.939 G 1.189(teration is not)-3.939 F EP
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+/F0 11/Times-Roman@0 SF .398(completed after time has run out.)72 96 R
+(Rather)5.898 E 3.148(,t)-.44 G .398(he search stops, the mo)-3.148 F
+.728 -.165(ve i)-.165 H 3.148(sm).165 G .398
+(ade, and then the ponder search)-3.148 F .731
+(picks up and continues searching.\))72 108 R 2.491 -.88(We c)6.231 H
+.731(hose to accept this inef).88 F(\214cienc)-.275 E 3.481(y\()-.165 G
+.73(searching e)-3.481 F .73(xtra nodes\) in order)-.165 F(to let the p\
+rogram change its mind on the last iteration, if the \214rst mo)72 120 Q
+.33 -.165(ve i)-.165 H 2.75(sn).165 G(ot best.)-2.75 E .063
+(This often leads to a li)72 144 R -.165(ve)-.275 G .064(ly debate abou\
+t \(a\) whether or not a parallel search should split at the root and \
+\(b\)).165 F .591
+(whether or not the program should completely search the root mo)72 156
+R .921 -.165(ve l)-.165 H .591(ist before stopping for a time limit.)
+.165 F 1.76 -.88(We h)72 168 T -2.475 -.22(av e).88 H -.165(ex)2.97 G
+(perimented with possible alternati).165 E .33 -.165(ve a)-.275 H
+(lgorithms, b).165 E(ut none ha)-.22 E .33 -.165(ve p)-.22 H(ro).165 E
+-.165(ve)-.165 G 2.75(nb).165 G(etter to date.)-2.75 E 2.75(4. DTS)72
+192 R(performance results)2.75 E .117(The DTS algorithm w)72 216 R .117
+(as tested using a Cray C916/1024 computer)-.11 F 5.617(.T)-.605 G .117
+(his machine has 16 processors with a)-5.617 F -.165(cy)72 228 S
+(cle time of 4.166 nanoseconds, and also has 1024 million w).165 E
+(ords of memory \(eight gig)-.11 E(abytes.\))-.055 E(4.1 T)72 252 Q
+(esting methodology)-.77 E .829(In producing these results, all testing\
+ used the machine in a dedicated mode so that all of the machine')72 276
+R(s)-.605 E .241(memory w)72 288 R .241(as used, re)-.11 F -.055(ga)
+-.165 G .242
+(rdless of the number of processors utilized in each test \(e).055 F
+.242(xcept for the one-proces-)-.165 F 1.227(sor test, which is e)72 300
+R 1.227(xplained later\).)-.165 F 1.227
+(Often, particularly when using distrib)6.727 F 1.227(uted machines lik)
+-.22 F 3.976(et)-.11 G 1.226(he Hyper)-3.976 F(-)-.22 E 4.252(cubes, ad\
+ding additional processors also adds additional memory [Feldmann90,Feld\
+mann93,K)72 312 R(usz-)-.165 E(maul94,Schaef)72 324 Q(fer89,Y)-.275 E
+1.535(ang93], ef)-1.1 F(fecti)-.275 E -.165(ve)-.275 G 1.535
+(ly changing tw).165 F 4.285(os)-.11 G 1.534
+(earch parameters at the same time \(number of)-4.285 F .166
+(processors or total computation po)72 336 R .166
+(wer and total memory a)-.275 F -.275(va)-.22 G 2.916(ilable.\) It).275
+F .166(is then dif)2.916 F .166(\214cult to attrib)-.275 F .166
+(ute the per)-.22 F(-)-.22 E .379(formance impro)72 348 R -.165(ve)-.165
+G .379(ment to additional processor po).165 F .378
+(wer alone as the transposition table is e)-.275 F .378(xtremely impor)
+-.165 F(-)-.22 E(tant to search performance and making it lar)72 360 Q
+(ger often dramatically speeds up search times.)-.198 E .434
+(The testing done to produce the results gi)72 384 R -.165(ve)-.275 G
+3.184(nh).165 G .434(erein dif)-3.184 F .434
+(fers from the testing used in pre)-.275 F .434(vious parallel tree)
+-.275 F .378(search algorithms [Hyatt88, Hyatt89, Schaef)72 396 R .378
+(fer89, Feldmann90,others].)-.275 F .378
+(Rather than use a group of unre-)5.878 F 1.856
+(lated chess problems, we elected to tak)72 408 R 4.606(eas)-.11 G -.165
+(eg)-4.606 G 1.856(ment of a real chess g).165 F 1.856(ame and ha)-.055
+F 2.187 -.165(ve t)-.22 H 1.857(he program play).165 F .175
+(through it with v)72 420 R .175(arying numbers of processors.)-.275 F
+.175(There are tw)5.675 F 2.925(or)-.11 G .175
+(easons for choosing this approach: \(1\) this)-2.925 F .124
+(is what a chess program is designed to do, "play a complete g)72 432 R
+.124(ame", not "search random positions" and \(2\))-.055 F 1.346
+(it is well-kno)72 444 R 1.345(wn that parallel algorithms perform bett\
+er when searching deeper trees [Hyatt88,Hyatt89,)-.275 F(Schaef)72 456 Q
+4.903(fer89,others]. When)-.275 F 2.153(searching unrelated problems, t\
+here is no "continuity" between problems.)4.903 F .974
+(When searching a series of mo)72 468 R -.165(ve)-.165 G 3.724(sf).165 G
+.974(rom the same g)-3.724 F .974
+(ame, the transposition table, the killer mo)-.055 F 1.304 -.165(ve l)
+-.165 H .974(ist, the).165 F .105
+(dynamic scoring parameters, all "tie things together" and allo)72 480 R
+2.855(wd)-.275 G .105(eeper searches.)-2.855 F .105
+(Note also, that if you are)5.605 F
+(iterested in results on a traditional test lik)72 492 Q 2.75(et)-.11 G
+(he K)-2.75 E(opek/Bratk)-.385 E 2.75(op)-.11 G(ositions, the)-2.75 E
+2.75(ya)-.165 G(re a)-2.75 E -.275(va)-.22 G(ilable in [Hyatt88].).275 E
+1.564(The testing methodology w)72 516 R 1.564(as to tak)-.11 F 4.314
+(et)-.11 G 1.564(he 16-processor log produced during the actual g)-4.314
+F 1.563(ame, and then)-.055 F("contri)72 528 Q -.165(ve)-.275 G 4.302
+("t).165 G 1.552(hings so that the "lesser" con\214gurations w)-4.302 F
+1.552(ould do the same amount of w)-.11 F 1.552(ork \(roughly\).)-.11 F
+(In)7.053 E 1.257(these tests, if the 16 processor search reached 11 pl\
+ies and searched the \214rst 10 root mo)72 540 R -.165(ve)-.165 G 4.007
+(sb).165 G 1.257(efore the)-4.007 F .21
+(search timed out, then all lessor con\214gurations had to also do e)72
+552 R .21(xactly this same search, which led to some)-.165 F .406
+(embarrassingly long search times for one processor as will be seen.)72
+564 R .405(One other minor note is that the sin-)5.905 F 1.222
+(gle processor times appear to search slightly slo)72 576 R 1.222
+(wer than the equi)-.275 F -.275(va)-.275 G 1.222
+(lent parallel searches, which w).275 F(ould)-.11 E EP
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+/F0 11/Times-Roman@0 SF .019(seem to be counter)72 96 R(-intuiti)-.22 E
+-.165(ve)-.275 G 5.518(.H).165 G -.275(ow)-5.518 G -2.365 -.275(ev e)
+.275 H .898 -.44(r, d).275 H .018
+(ue to the enormous time required to play through this g).44 F .018
+(ame with-)-.055 F .33(out stopping \(which w)72 108 R .331(ould ha)-.11
+F .661 -.165(ve c)-.22 H .331(leared the transposition table and so for\
+th\) we ran this test on a produc-).165 F .263
+(tion machine, and competed with other processes.)72 120 R .263
+(As a result, memory con\215icts were much higher \(bank)5.763 F 1.866
+(con\215icts to those that are Cray-sa)72 132 R 1.866
+(vvy\) as well as sw)-.22 F 1.866(apping o)-.11 F -.165(ve)-.165 G 1.866
+(rhead which gets char).165 F 1.867(ged to the user)-.198 F(.)-.605 E
+(While this is well belo)72 144 Q 2.75(wt)-.275 G(he .1% le)-2.75 E
+-.165(ve)-.275 G 2.75(lo).165 G 2.75(fn)-2.75 G
+(oise, it is noticeable, and should be remembered.)-2.75 E .978
+(The test positions came from the g)72 168 R .977
+(ame Mchess Pro vs Cray Blitz at the 1993 A)-.055 F .977
+(CM International Com-)-.44 F .112(puter Chess Championship.)72 180 R
+.112(\(This g)5.612 F .112(ame is included as Appendix A.\))-.055 F .113
+(This g)5.613 F .113(ame w)-.055 F .113(as chosen after looking)-.11 F
+.84(at analysis produced by Cray Blitz during the tournament.)72 192 R
+.839(The opening w)6.339 F .839(as a King')-.11 F 3.589(sG)-.605 G .839
+(ambit Accepted)-3.589 F .428
+(where white sacri\214ced a piece for some pa)72 204 R .429
+(wns and a strong attack.)-.165 F .429(C-B sa)5.929 F 3.179(wt)-.165 G
+.429(he e)-3.179 F -.275(va)-.275 G .429(luation steadily drop).275 F
+.553(as it disco)72 216 R -.165(ve)-.165 G .553(red just ho).165 F 3.303
+(ws)-.275 G .553(trong the attack w)-3.303 F .553(as, then it le)-.11 F
+-.165(ve)-.275 G .553(led of).165 F 3.303(fa)-.275 G .552(nd follo)
+-3.303 F .552(wed a "tight-rope" for se)-.275 F -.165(ve)-.275 G(ral)
+.165 E(mo)72 228 Q -.165(ve)-.165 G 1.286
+(s, making the only possible mo).165 F 1.616 -.165(ve t)-.165 H 1.287
+(hat w).165 F 1.287(ould not lose, then it started f)-.11 F 1.287
+(ailing high repeatedly as it)-.11 F(\214nally survi)72 240 Q -.165(ve)
+-.275 G 2.75(dt).165 G(he attack and started a counter)-2.75 E
+(-attack that ultimately w)-.22 E(on the g)-.11 E(ame.)-.055 E .275
+(The \214rst position occurs after the sequence of mo)72 264 R -.165(ve)
+-.165 G 3.024(s1).165 G 3.024(.e)-3.024 G 3.024(4e)-3.024 G 3.024(52)
+-3.024 G 3.024(.N)-3.024 G .274(c3 Nc6 3. f4 e)-3.024 F .274
+(xf4 4. Nf3 g5 5. d4 g4 6.)-.165 F .557(Bc4 gxf3 7. o-o d5)72 276 R .557
+(8. e)6.057 F .557(xd5 Bg4 9. Qd2 ...)-.165 F .558(At this point, C-B w)
+6.058 F .558(as "out of book" and quickly disco)-.11 F -.165(ve)-.165 G
+(red).165 E .021(that its king w)72 288 R .021(as e)-.11 F .021
+(xposed in the center although it w)-.165 F .021
+(as a piece up and a couple of pa)-.11 F .02(wns do)-.165 F 2.77
+(wn. The)-.275 F -.275(eva)2.77 G(lu-).275 E .972
+(ation steadily dropped for the ne)72 300 R .973(xt fe)-.165 F 3.723(wm)
+-.275 G -.165(ove)-3.723 G 3.723(sa).165 G 3.723(sC)-3.723 G .973
+(-B "sa)-3.723 F .973(w" ho)-.165 F 3.723(we)-.275 G .973
+(xposed its king w)-3.888 F 3.723(as. The)-.11 F -.275(eva)3.723 G
+(luation).275 E .598(dropped to a point where C-B w)72 312 R .598
+(as about 1/4 pa)-.11 F .597(wn "do)-.165 F .597(wn" at the lo)-.275 F
+3.347(wp)-.275 G .597(oint in the g)-3.347 F 3.347(ame. It)-.055 F .597
+(then be)3.347 F -.055(ga)-.165 G 3.347(na).055 G 1.491
+(climb to roughly 1/3 of a pa)72 324 R 1.491(wn "ahead" before disco)
+-.165 F -.165(ve)-.165 G 1.492
+(ring that Mchess could force a perpetual dra).165 F -.715(w.)-.165 G
+.248(\(This occurred at position 17 where C-B took a long time trying t\
+o \214nd an)72 336 R 2.997(yw)-.165 G .247(ay out of the v)-3.107 F .247
+(ery deep per)-.165 F(-)-.22 E .274(petual check.)72 348 R .274
+(The perpetual w)5.774 F .274(as some 19 plies deep.\))-.11 F -.165(Fo)
+5.774 G 3.024(rt).165 G .274(he ne)-3.024 F .274(xt tw)-.165 F 3.024(om)
+-.11 G -.165(ove)-3.024 G .274(s, it w).165 F .274(as resigned to a dra)
+-.11 F -.715(w,)-.165 G -.22(bu)72 360 S 4.917(tM).22 G 2.167(chess app\
+arently did not search deeply enough to detect the repetition and v)
+-4.917 F 2.166(aried, gi)-.275 F 2.166(ving C-B)-.275 F(another chance.)
+72 372 Q(From this point on the e)5.5 E -.275(va)-.275 G
+(luation climbed steadily).275 E(.)-.715 E .256
+(This particular series of positions of)72 396 R .256
+(fered both "good," "bad" and "normal" positions that C-B searched in)
+-.275 F(parallel.)72 408 Q 2.784(A")72 432 S .033
+(good" position is one where the program \214nds the correct mo)-2.784 F
+.363 -.165(ve a)-.165 H 2.783(tas).165 G(hallo)-2.783 E 2.783(ws)-.275 G
+.033(earch and "sticks with it")-2.783 F .327
+(through later searches and ultimately mak)72 444 R .328(es that mo)-.11
+F -.165(ve)-.165 G 5.828(.T).165 G .328
+(his means that ordering at the root of the tree is)-5.828 F .531
+(perfect, and often means that ordering f)72 456 R .531(arther do)-.11 F
+.531(wn in the tree is also quite good, making the search rea-)-.275 F
+1.069(sonably ef)72 468 R 3.82(\214cient. These)-.275 F 1.07
+(positions produce good speedups re)3.82 F -.055(ga)-.165 G 1.07
+(rdless of the number of processors used.).055 F
+(Positions 20 and 21 are e)72 480 Q(xamples of such positions.)-.165 E
+3.761(A")72 504 S 1.01(normal" position is one where the program occasi\
+onally changes its mind at the root, b)-3.761 F 1.01(ut that mo)-.22 F
+-.165(ve)-.165 G .143(ordering is still good.)72 516 R .144
+(This lets C-B \214nd the ne)5.643 F 2.894(wb)-.275 G .144(est mo)-2.894
+F .474 -.165(ve a)-.165 H 2.894(tt).165 G .144(he root f)-2.894 F .144
+(aster than it w)-.11 F .144(ould if it could split)-.11 F(the w)72 528
+Q(ork at the root \(pre)-.11 E(vious discussion.\))-.275 E 3.443(A")72
+552 S .692(bad" position is one where e)-3.443 F -.165(ve)-.275 G .692
+(ry iteration un).165 F -.165(ve)-.44 G .692(ils some ne).165 F 3.442
+(wt)-.275 G .692(hreat that the program must then \214nd a)-3.442 F -.11
+(wa)72 564 S 3.25(yt).11 G 3.25(od)-3.25 G .5(efend ag)-3.25 F 3.25
+(ainst. At)-.055 F .5(the be)3.25 F .5(ginning of each ne)-.165 F 3.251
+(wi)-.275 G .501(teration, the best mo)-3.251 F .831 -.165(ve f)-.165 H
+.501(rom the pre).165 F .501(vious iteration)-.275 F .707(often f)72 576
+R .707(ails lo)-.11 F 2.137 -.715(w, a)-.275 H .707
+(nd with little help in ordering mo).715 F -.165(ve)-.165 G .707
+(s, the parallel v).165 F .706(ersion of the search be)-.165 F .706
+(gins to search)-.165 F EP
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+/F0 11/Times-Roman@0 SF .389
+(signi\214cantly more nodes than the sequential v)72 96 R 3.14
+(ersion. These)-.165 F .39(positions typically ha)3.14 F .72 -.165(ve p)
+-.22 H .39(oor speedup results).165 F .07
+(when compared with a sequential search.)72 108 R .07(An e)5.57 F .07
+(xcellent e)-.165 F .069(xample of this is position 17.)-.165 F .069
+(This is the position)5.569 F 1.575(where C-B disco)72 120 R -.165(ve)
+-.165 G 1.575(rs that it can').165 F 4.325(ta)-.198 G -.22(vo)-4.545 G
+1.575(id a dra).22 F 4.325(wb)-.165 G 4.325(yr)-4.325 G 1.575
+(epetition \(with best play by the opponent.\))-4.325 F(Mo)7.076 E -.165
+(ve)-.165 G .923(ordering is poor since prior kno)72 132 R .923
+(wledge of good mo)-.275 F -.165(ve)-.165 G 3.673(si).165 G 3.673(sq)
+-3.673 G .923(uickly refuted by the dra)-3.673 F .923
+(wing lines found by)-.165 F(the constantly increasing search depth.)72
+144 Q .276(The results include tw)72 168 R 3.026(os)-.11 G .276
+(ets of numbers for each test, where a test used either one, tw)-3.026 F
+.277(o, four)-.11 F 3.027(,e)-.44 G .277(ight or six-)-3.027 F .133
+(teen processors.)72 180 R .133
+(The numbers are the clock time required for the search \(w)5.633 F .133
+(all clock time\) and the number)-.11 F(of nodes searched \(which sho)72
+192 Q(ws ho)-.275 E 2.75(wm)-.275 G(uch e)-2.75 E(xtra w)-.165 E
+(ork is added by using additional processors.)-.11 E .256
+(These results are summarized belo)72 216 R 3.006(wi)-.275 G 3.006(nt)
+-3.006 G .256(able 3, which can be compared to the results for the tw)
+-3.006 F 3.007(op)-.11 G(re)-3.007 E(vious)-.275 E(algorithms.)72 228 Q
+.44 LW 417.215 248.95 194.784 248.95 DL 2.75(#p)200.284 258.2 S 17.875
+(rocessors 1)-2.75 F 24.75(2481)24.75 G(6)-24.75 E 417.215 262.95
+194.784 262.95 DL 32.384(speedup 1.0)200.284 272.2 R 13.75
+(2.0 3.7 6.6 11.1)16.5 F 417.215 276.95 194.784 276.95 DL 384.215 262.95
+384.215 276.95 DL 353.965 262.95 353.965 276.95 DL 323.715 262.95
+323.715 276.95 DL 293.465 262.95 293.465 276.95 DL 263.215 262.95
+263.215 276.95 DL 417.215 248.95 417.215 276.95 DL 194.784 248.95
+194.784 276.95 DL 384.215 248.95 384.215 276.95 DL 353.965 248.95
+353.965 276.95 DL 323.715 248.95 323.715 276.95 DL 293.465 248.95
+293.465 276.95 DL 263.215 248.95 263.215 276.95 DL -.88(Ta)233.125 300.4
+S(ble 3 DTS performance results).88 E 2.75(5. Performance)72 324.4 R
+(analysis)2.75 E .292(The performance results for DTS are presented in \
+table 4 \(search time for each test position in the g)72 348.4 R(ame\),)
+-.055 E 1.243(table 5 \(nodes searched for each test position\) and tab\
+le 6 \(the performance impro)72 360.4 R -.165(ve)-.165 G 1.244
+(ment for each test).165 F(position\).)72 372.4 Q 1.37(The simplest w)72
+396.4 R 1.37(ay to analyze the performance is to e)-.11 F 1.369
+(xamine T)-.165 F 1.369(able 3 which gi)-.88 F -.165(ve)-.275 G 4.119
+(st).165 G 1.369(he speedup for each)-4.119 F 4.238(position. This)72
+408.4 R 1.488(table presents the a)4.238 F -.165(ve)-.22 G 1.489
+(rage speedup for tw).165 F 1.489(o, four)-.11 F 4.239(,e)-.44 G 1.489
+(ight and sixteen processors, and is a)-4.239 F .379
+(summary of the timing results from table 6, gi)72 420.4 R .378
+(ving each position a weight of one and di)-.275 F .378
+(viding the sum of)-.275 F .505(the column by 24.)72 432.4 R .506
+(It is interesting to note that there is an in)6.005 F -.165(ve)-.44 G
+.506(rse relationship between speedup and total).165 F 1.163
+(nodes searched, which is e)72 444.4 R 1.162(xactly as e)-.165 F 1.162
+(xpected with DTS.)-.165 F 1.162(Recall that DTS does not allo)6.662 F
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+1.393(uted Depth-First Search Algorithm", Information Processing Letter\
+s \(20\))-.22 F(\(1985\) 147-150.)72 372 Q .363(G. Baudet, "The Design \
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+serta-)72 396 R(tion, Carne)72 408 Q(gie-Mellon Uni)-.165 E -.165(ve)
+-.275 G(rsity).165 E 2.75(,P)-.715 G(ittsb)-2.75 E(ur)-.22 E(gh, P)-.198
+E 2.75(a. \(1978\).)-.165 F .892(M. Campbell, "Algorithms for the P)72
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+(rees", M. Sc. Thesis, T)-.385 F .892(echnical Report TR)-.77 F
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+72 480 Q 3(RF)72 504 S .25(eldmann, "Game T)-3 F .251
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+(omputers, Chess and Cognition, Springer)-2.75 E(-V)-.22 E(erlag, 1990.)
+-1.221 E 1.913 -.814(T. M)72 348 T .285(arsland and M. Campbell, "P).814
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+1.276(ransactions on P)-.385 F 1.276(attern Analysis)-.165 F
+(and Machine Intelligence, P)72 396 Q(AMI-7, \(1985\) \(442-452\).)
+-1.012 E 2.523 -.814(T. M)72 420 T .895(arsland, M. Campbell, and A. Ri)
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+(echnical Report TR 80-7,)-.77 F(Computing Science Department, Uni)72
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+-.814(T. M)72 456 T 1.222(arsland and M. Campbell, "Methods for P).814 F
+1.222(arallel Search of Game T)-.165 F 1.222
+(rees", Proceedings of the 1981)-.385 F
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+3.843 -.814(T. M)72 492 T 2.215(arsland, M. Olafsson, and J. Schaef).814
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+-.165(ve)-.165 G 3.577(nO).165 G .827
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+.612(uted Computing 6 \(2\) \(1989\),)-.22 F(90-114.)72 144 Q .133
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+-2.883 F .132
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+(-)-.22 E(ence on P)72 180 Q(arallel Processing \(V)-.165 E
+(ol 3\) \(1990\), 9-17.)-1.419 E 1.89(Z. Y)72 204 R 1.89(ang and T)-1.1
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+/F0 11/Times-Roman@0 SF(Appendix A)72 96 Q([Ev)72 120 Q(ent "23rd A)
+-.165 E(CM International Computer Chess Championship"])-.44 E
+([Site "Indianapolis, MD"])72 132 Q([Date "02.14.1993"])72 144 Q
+([Round "?"])72 156 Q([White "Mchess Pro"])72 168 Q
+([Black "Cray Blitz"])72 180 Q([Result "0-1"])72 192 Q .78(1. e4)72 204
+R .78(e5 2. Nc3 Nc6 3. f4)6.28 F -.165(ex)6.28 G .78(f4 4. Nf3 g5 5. d4)
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+(Qxf3 Qd7 18. Rf4 Be7 19. Rxf7 Raf8 20. Bf4+ Kb6 21. Be5 Rhg8 22. c3)72
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diff --git a/parallel/the-aphid-parallel.ps b/parallel/the-aphid-parallel.ps
new file mode 100755
index 0000000..71e3ce2
--- /dev/null
+++ b/parallel/the-aphid-parallel.ps
@@ -0,0 +1,3515 @@
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+2483 y(all)r(\302)-14 b(elisme)9 b(de)g(r)o(echer)o(c)o(he)p
+Fc(.)h(PhD)f(thesis,)g(Universit)r(\302)-14 b(e)9 b(Paris)g(8,)g(1995.)
+p eop
+%%Trailer
+end
+userdict /end-hook known{end-hook}if
+%%EOF
diff --git a/programs/ComputerEloList b/programs/ComputerEloList
new file mode 100644
index 0000000..4c7726d
--- /dev/null
+++ b/programs/ComputerEloList
@@ -0,0 +1,197 @@
+Computerrangliste nach Werner Stowasser
+(Stand: Dezember 1992)
+
+Ausgewertet wurden:
+38.710 Partien "Computer gegen Computer"
+ 6.044 Partien "Mensch gegen Computer"
+
+Erklaerung der Abkuerzungen:
+GR = Grossrechner
+PC = PC-Programm
+
+Nr.    Schachcomputer                                             Elo
+----------------------------------------------------------------------
+1.     Deep Thought II (GR)                                      2.520
+2.     Deep Thought I (GR)                                       2.470
+3.     Cray Blitz (GR)                                           2.435
+4.     Hitech (GR)                                               2.400
+5.     Mephisto Vancouver 68030                                  2.322
+6.     Mephisto RISC 1 MB ARM2                                   2.319
+7.     Mephisto Lyon 68030                                       2.310
+8.     Saitek Kasparow RISC 2500 512 KB ARM2                     2.309
+9.     Gideon ChessMachine 512 KB ARM2 (PC)                      2.291
+10.    The King ChessMachine 512 KB ARM2 (PC)                    2.289
+11.    M Chess 1.66 AT 80486 (PC)                                2.285
+12.    Mephisto Portorose 68030                                  2.281
+13.    BeBe (GR)                                                 2.260
+14.    Fidelity Elite 68040                                      2.255
+15.    Mephisto Vancouver 68020                                  2.236
+16.    Fidelity Elite 68030                                      2.235
+17.    M Chess 1.41 AT 80486 (PC)                                2.228
+18.    M Chess 1.66 AT 80386 (PC)                                2.224
+19.    Fidelity Elite 68020                                      2.220
+20.    Mephisto Lyon 68020                                       2.210
+21.    Belle (GR)                                                2.200
+22.    Mephisto Portorose 68020                                  2.189
+23.    Fidelity Mach IV 68020                                    2.174
+24.    M Chess 1.41 AT 80386 (PC)                                2.164
+25.    Fidelity Elite Premiere 68000                             2.162
+       M Chess 1.66 AT 80286 (PC)                                2.162
+       Mephisto Vancouver 68000                                  2.162
+28.    Fritz AT 80486 (PC)                                       2.158
+29.    Mephisto Berlin 68000                                     2.155
+30.    Fidelity Designer Master 68020                            2.149
+31.    Mephisto Almeria 68020                                    2.145
+32.    Mephisto Lyon 68000                                       2.133
+33.    Fidelity Elite 68000 X 2                                  2.123
+34.    Chessmaster 3000 AT 80486 (PC)                            2.121
+35.    Fidelity Elite 68000                                      2.108
+36.    Mephisto Portorose 68000                                  2.090
+37.    M Chess 1.41 AT 80286 (PC)                                2.087
+38.    Fidelity Mach III 68000                                   2.079
+39.    Novag Diablo/Scorpio 68000                                2.077
+40.    Mephisto Roma 68020                                       2.072
+41.    Rexchess V. 2.3 AT 80386 (PC)                             2.068
+42.    Fidelity Designer Master 68000                            2.067
+       Peri Epsilon 68000                                        2.067
+44.    Mephisto Dallas 68020                                     2.066
+45.    Fritz AT 80386 (PC)                                       2.065
+46.    Zarkov V. 2.5 AT 80386 (PC)                               2.064
+47.    Mephisto Almeria 68000                                    2.062
+48.    Saitek Kasparow GK 2000 H8 - 10 MHz                       2.060
+49.    Chessmaster 3000 AT 80386 (PC)                            2.023
+50.    Mephisto Milano 6502 - 5 MHz                              2.020
+51.    Mephisto Roma 68000                                       2.020
+52.    Novag Super Expert/Forte C 6502 - 6 MHz                   2.018
+53.    Mephisto Polgar 6502 - 5 MHz                              2.015
+54.    Mephisto Dallas 68000                                     2.014
+55.    Mephisto MM V 6502 - 5 MHz                                2.011
+56.    Mephisto Roma II 68000                                    2.000
+57.    Fidelity Mach II 68000                                    1.993
+58.    Mephisto Academy 6502 - 5 MHz                             1.976
+59.    Mephisto Amsterdam 68000                                  1.974
+60.    Saitek Leonardo M D 6502 - 10 MHz                         1.972
+61.    Fidelity Travel Master H8 - 10 MHz                        1.968
+62.    Novag Super Expert/Forte B 6502 - 6 MHz                   1.966
+63.    Fritz AT 80286 (PC)                                       1.959
+64.    Fidelity Prestige Avantgarde 6502 - 8 MHz + GME           1.955
+65.    Mephisto Mega IV 6502 - 5 MHz                             1.954
+66.    Mephisto MM IV 6502 - 5 MHz                               1.940
+67.    Fidelity Excel 68000                                      1.927
+68.    Psion Chess Atari 68000 (PC)                              1.925
+69.    Fidelity Designer 2100 6502 - 6 MHz                       1.922
+70.    Saitek Turboking 6502 - 5 MHz                             1.919
+71.    Saitek Travel Champion H8 - 8 MHz                         1.912
+72.    Chessmaster 3000 AT 80286 (PC)                            1.910
+73.    Fidelity Elite Avantgarde 6502 - 5 MHz                    1.905
+74.    Saitek Leonardo M C 6502 - 8 MHz                          1.902
+75.    CXG Sphinx Galaxy/Dominator 6502 - 4 MHz                  1.900
+76.    Novag Super Expert/Forte A 6502 - 5 MHz                   1.898
+77.    Fidelity Par Excellence 6502 - 5 MHz                      1.895
+       Fidelity Phantom 6502 - 5 MHz                             1.895
+79.    Peri Delta 6502 - 5 MHz                                   1.891
+80.    Conchess Plymate Victoria 6502 - 5,5 MHz                  1.885
+81.    Novag Expert/Forte B 6502 - 5 MHz                         1.880
+82.    Novag Expert/Forte A 6502 - 5 MHz                         1.872
+83.    Mephisto College 6502 - 5 MHz                             1.868
+84.    Fidelity Kishon Chesster 6502 - 3,6 MHz                   1.863
+85.    Saitek Leonardo M B 6502 - 6 MHz                          1.862
+86.    Mephisto Monte Carlo/Supermondial 6502 - 4 MHz            1.860
+87.    Mephisto Rebell 6502 - 5 MHz                              1.851
+88.    Saitek Corona 6502 - 6 MHz                                1.850
+89.    Fidelity Excel Display 6502 - 3 MHz                       1.848
+90.    Saitek Leonardo M A 6502 - 6 MHz                          1.846
+91.    Fidelity Excellence 6502 - 4 MHz                          1.845
+92.    Novag Constellation Expert 6502 - 4 MHz                   1.844
+       Saitek Stratos 6502 - 6 MHz                               1.844
+94.    Saitek Advanced Trainer H8 - 7 MHz                        1.837
+95.    Conchess Plymate 6502 - 5,5 MHz                           1.835
+       Fidelity Elegance 6502 - 3,6 MHz                          1.835
+97.    Peri Gamma 6502 - 3 MHz                                   1.834
+98.    Saitek Simultano 6502 - 5 MHz                             1.832
+99.    Saitek Renaissance 6502 - 4 MHz                           1.816
+100.   Fidelity Excellence 6502 - 3 MHz                          1.810
+101.   Mephisto MM II 6502 - 3,7 MHz                             1.809
+102.   Conchess Plymate 6502 - 4 MHz                             1.806
+103.   Saitek Turbostar 432 6502 - 4 MHz                         1.803
+104.   Mephisto Modena 6502 - 4 MHz                              1.800
+       Novag Superconstellation 6502 - 4 MHz                     1.800
+106.   Fidelity Elite Glasgow 6502 - 4 MHz                       1.797
+107.   Novag Super Nova - Single Chip                            1.790
+108.   Mephisto Glasgow 68000                                    1.785
+109.   Chessplayer 2150 Atari/Amiga 68000 (PC)                   1.784
+110.   Fidelity Elite Budapest 6502 - 3,6 MHz                    1.772
+111.   Saitek Kasparov Blitz/Prisma - Single Chip                1.760
+112.   Chessmaster 2100 Amiga 68000 (PC)                         1.751
+113.   Fidelity Elite A/S 6502 - 3,2 MHz                         1.750
+114.   Novag Constellation Quattro 6502 - 4 MHz                  1.748
+115.   Fidelity Prestige 6502 - 4 MHz                            1.743
+116.   Novag Super Vip - Single Chip                             1.742
+117.   Mephisto B & P 6502 - 3,7 MHz                             1.740
+118.   Mephisto Europa 6502 - 3 MHz                              1.736
+119.   Conchess Glasgow 6502 - 4 MHz                             1.735
+120.   The Final Chesscard 6502 - 5 MHz (PC)                     1.733
+121.   Novag Constellation 6502 - 3,6 MHz                        1.732
+122.   Chess Champion 2175 Atari/Amiga 68000 (PC)                1.712
+123.   Fidelity Elite 6502 - 4 MHz                               1.710
+124.   Novag Constellation Primo - Single Chip                   1.703
+125.   Chessmaster 2000 Atari 68000 (PC)                         1.702
+126.   Check-Check AT 80386 (PC)                                 1.695
+127.   Fidelity Playmate-S 6502 - 3,2 MHz                        1.690
+128.   Conchess Glasgow 6502 - 2 MHz                             1.685
+129.   Novag Constellation 6502 - 2 MHz                          1.677
+130.   Mephisto Mondial 6502 - 2 MHz                             1.675
+131.   Fidelity Sensory 12 6502 - 3 MHz                          1.670
+132.   Novag Amigo - Single Chip                                 1.650
+133.   Fidelity Sensory Super 9 6502 - 2,5 MHz                   1.648
+134.   Mephisto Schachschule - Single Chip                       1.644
+135.   Saitek Cavalier - Single Chip                             1.642
+136.   Saitek Superstar 6502 - 2 MHz                             1.630
+137.   Mephisto Excalibur II 68000                               1.629
+138.   Fidelity Sensory 9 6502 - 2 MHz                           1.620
+139.   Mephisto Excalibur I  68000                               1.608
+140.   CXG Sphinx Professor - Single Chip                        1.595
+141.   CXG Super Enterprise - Single Chip                        1.585
+142.   Steinitz MGS III 6502 - 2,5 MHz                           1.584
+143.   Bogol 5.0 ASB 6502 - 3 MHz                                1.575
+144.   Mephisto Mirage 1806 - 8 MHz                              1.562
+145.   Morphy MGS III 6502 - 2,5 MHz                             1.542
+146.   Chess 2001 6502 - 4 MHz                                   1.540
+147.   Mephisto III S ESB 6000 1806 - 6,1 MHz                    1.534
+148.   Fidelity Champion 6502 - 2 MHz                            1.530
+149.   Saitek Turbo S 6502 - 3 MHz                               1.514
+150.   Sandy MGS II 6502 - 2 MHz                                 1.510
+151.   SciSys Mark V 1806 - 2,5 MHz                              1.495
+152.   Sargon ARB 2.0 / MGS II 1806 - 2 MHz                      1.480
+153.   Destini MM 6502 2 MHz                                     1.470
+154.   Mephisto III 1806 - 3,5 MHz                               1.464
+155.   Novag Savant Robot 6502 - 2 MHz                           1.462
+156.   Regence TSB 4 6502 - 2,5 MHz                              1.460
+157.   Novag Solo - Single Chip                                  1.443
+158.   CXG Enterprise - Single Chip                              1.423
+159.   Milton 6502 - 2 MHz                                       1.420
+160.   Saitek Turbo - Single Chip                                1.416
+161.   Sci Sys President Chess 1806 - 2 MHz                      1.414
+162.   Mephisto II - 1806 - 3,5 MHz                              1.412
+163.   Fidelity Sensory Voice - Single Chip                      1.394
+164.   Fidelity Poppy - Single Chip                              1.380
+       SciSys Mark III Super System - Single Chip                1.380
+166.   Peri Beta - Single Chip                                   1.376
+167.   Novag Savant Royal Z80                                    1.375
+168.   Novag Savant II Z80                                       1.366
+169.   Fidelity Voice Z80                                        1.359
+170.   Mephisto Mobil - Single Chip                              1.355
+171.   Chess King Master - Single Chip                           1.324
+172.   Fidelity CC 7 Z80                                         1.311
+173.   Boris Diplomat - Single Chip                              1.300
+       Fidelity CC 10 Z80                                        1.300
+175.   Mephisto Junior - Single Chip                             1.294
+176.   Fidelity Sensory 6 - Single Chip                          1.275
+177.   Novag Savant I Z80                                        1.273
+178.   Mephisto Mini - Single Chip                               1.268
+179.   Boris 2.5 - Single Chip                                   1.267
+180.   Mephisto I - Single Chip                                  1.252
+181.   CXG Sphinx Granada - Single Chip                          1.173
+182.   SciSys Mark II - Single Chip                              1.090
+183.   CXG Sphinx Chesscard - Single Chip                        1.087
+184.   SciSys Mark I - Single Chip                                 985
diff --git a/programs/FewBits b/programs/FewBits
new file mode 100644
index 0000000..68f0ae5
--- /dev/null
+++ b/programs/FewBits
@@ -0,0 +1,252 @@
+From: TDR@PROVAX.intel.com (toby robison)
+Newsgroups: rec.games.chess
+Subject: Notating positions in as few bits as possible
+Date: 9 Mar 1993
+
+
+HOW TO NOTATE CHESS POSITIONS IN THE FEWEST AVERAGE BITS PER POSITION
+
+This article is Copyright (C) by Toby Robison, Princeton NJ USA 1993.
+Please name the author when quoting from it.
+
+This is a discussion, not a solution to this rather difficult problem.
+
+Several people provided useful information that I will be quoting below:
+- pigeons@JSP.UMontreal.CA (Steven Pigeon)
+- jn@inf.ethz.ch (J Nievergelt)
+- chess@uni-paderborn.de (Peter Rainer)
+
+
+
+INTRODUCTION:
+
+The problem here is to come with ways to encode chess positions
+that require, on the average, as few bits as possible. We shall
+consider legal positions only (illegal positions being less useful
+and requiring more bits). 
+
+We are considering idealized solutions. It should not be necessary
+to encode or decode a position very fast, and we accept that any
+error in the data may make the positions unreadable.
+
+It turns out that this problem is similar
+to general problems of video compression. Consequently we even have
+to consider what sorts of positions are intertesting to us --
+the solution could be different if we want to find the best average
+result for "every legal position", or for "every typical legal position
+that comes up in good games" or in "every typical position of the sorts
+that are published (using a diagram or other direct notation, such
+as Forsyth) in chess publications".
+
+I shall not try to decide which is the proper target for this 
+investigation. Just please bear in mind that the open question will
+affect the solutions we consider later. I shall sidestep this issue by
+referring to "common" or "likely" positions, without having any idea
+what these are.
+
+Notating a position also requires indicating which player is "to move"
+and whether each player can castle (on each side). Strictly speaking we
+should also indicate how long since a pawn has moved, whether en passant
+captures are currently possible, and what positions
+have occurred in the game (so that draws by repetition can be properly
+analyzed). However these requirements simply push us back onto the
+solutions that represent the position as the entire game, SO I SHALL
+IGNORE THESE REQUIREMENTS. Let us just assume that one bit is set aside
+to indicate which player is to move, unless the position is a checkmate.
+
+It is clear that the solution is less than 200 bits per position.
+This is quite good considering that there are 64 squares.
+Intuitively we have a budget of about 3 bits (8 possibilities) to
+tell us what's going on at each square (11 possibilities for the ten
+types of pieces and "empty").
+
+
+Apparently other people have been working on this problem in print.
+Peter Rainer sent me this message:
+
+>Your approach to chess game compression is not new,
+>there has been a paper in the ICCA Journal by
+>Ingo Althoeffer discribing the idea.
+>I think it was in 1991 or 1992.
+>Peter Mysliwietz
+
+See also the information from Nievergelt, below.
+
+THE INVESTIGATION:
+
+APPROACH #1:
+
+Steven Pigeon starts with the number of legal chess positions, which he
+says has been claimed to be 10^43 (but he did not check this out).
+That value can be stored in 143 bits, so if we simply state an  algorithm
+for ordering all possible chess positions, we simply record the ordinal
+number of the position. 
+
+The drawback of this approach is that it requires
+143 bits for ALL positions, but we ought to shoot for a better average than
+that. One way to improve the solution is to find an ordering of all positions
+such that more common positions come first in the ordering. THEN we use
+a method of compressing the ordinal number of a position that favors
+lower numbers. It is HIGHLY SPECULATIVE that any such really useful
+ordering could be found of course. But if we find an ordering that
+morely makes "sensible" positions come before unlikely and bizzarre ones,
+we can waste LOTS of bits on the bizzarre and get an average a lot less
+than 143 for "common" positions.
+
+APPROACH #2:
+
+One basic approach is to record which squares of the board are
+occupied (64 bits), and then try to be extremely efficient about how
+to say what the pieces in those squares are. For example, we could assume
+that following the first 64 bits there is a code to identify the "first"
+piece, then the second, and so on, assuming that we will start at A1 and
+work, say, across and then up the board.
+
+Pigeon puts it this way:
+
+>The trick is to store the board's occupation as an 8x8 bit matrix,
+>(1=occupied,0=free) and then list the pieces in order of presence
+>in some list, where the codes for the pieces are derived from a
+>Huffman adapative coding (since it is exponential coding), and it
+>is the upper bound. Less pieces there is, less space it takes.
+
+>I'd say  I should be able to drop it still a few bits, If I can figure
+>a way of "discarding" the 8x8 matrix.
+
+We should note that as the board gets populated, the number of
+possibilites for the remaining pieces is reduced, because we are considering
+only legal positions. For example, both kings cannot be in check, there can
+only be one king of each color, etc. In addition, pawns cannot be on the
+first and last ranks; a white bishop at square A1 prevents a white pawn at
+B2, etc.
+
+This approach is terrific for endgame positions even though it
+wastes 64 bits on the board. Eight-piece positions will require less than
+100 bits. But a position with all 32 pieces threatens to take a lot more
+than 143. Consider for example, that we might need 4.5 bits per piece,
+or 144 bits plus the 64 for the position.
+
+However as Pigeon observes above, if we use a code to represent each piece
+that requires few bits for LIKELY occurrence of given pieces at each square,
+we might do a lot better.
+
+APPROACH #3:
+
+This approach is very much like a pure video compression solution.
+We divide the board up into smaller regions (such as 2 squares by
+2 squares, but it would be better to make a subdivision based on chess
+experience). We then use Huffman or some other probability based encoding to
+characterize the piece patterns in each subregion. This approach takes advantage
+of the fact that (especially in the late middle and endgames), a relatively
+small number of piece patterns is common in each region.
+
+APPROACH #4:
+
+This is also a video-based compression technique. We encode where the
+pices are based on a probabilistic knowledge of where they are likely to be.
+(For example, it takes a lot of bits to place a knight on the rim.)
+With a few additional bits to characterize the TYPE of position, this
+approach might work well.
+
+APPROACH #5:
+
+J. Nievergelt sent me this astonishing claim:
+
+>It should be possible in under 100 bits. If interested, read:
+
+>J Nievergelt: Information content of chess positions, ACM SIGART Newsletter
+>62, 13-14, April 1977.
+
+>reprinted in:
+>Information content of chess positions: Implications for game-specific
+>knowledge of chess players, 283-289 in Machine Intelligence 12, (eds. J. E.
+>Hayes, D. Michie, E. Tyugu) , Clarendon Press, Oxford, 1991.
+
+I have not had a chance to check the reference, but I think 100 bits is
+incredibly few. In effect, it means specifying the state of each square
+in 1.5 bits, or the state of each piece in 3 or 4 bits.
+
+
+IN SUMMARY:
+
+We have a number of speculative approaches, unless Nievergelt has
+really solved the problem. It seems likely that the best solution should
+spend a few bits to characterize the position (opening, early middle, 
+late middle, endgame; open or closed), since different solutions may apply to 
+each. In particular, for the OPENING the best solution is either to record the
+game moves, or else to encode only those differences that make
+the position different from the starting one.
+
+In any case the validity of any solution must be tested against the
+type of positions we WANT to encode, and I really think a lot
+of experiemntation would be needed (which nobody probably wants to pay for).
+
+Please keep your comments coming, I will try to summarize...
+
+-- toby robison (not robinson)
+
+
+
+
+From: TDR@PROVAX.intel.com (toby robison)
+Newsgroups: rec.games.chess
+Subject: Notating positions in as few bits as possible
+Date: 29 Mar 1993
+
+A number of people responded to me regarding the problem of
+notating chess positions in as few bits as possible.
+The low bidder for REALISTIC positions seems to be J. Nievergelt,
+whose solution, and a related game that looks like fun, are discussed below.
+
+For a solution that includes UNREALISTIC (but legal) positions,
+The key question is how many positions there are.
+I received several assertions regarding the number of possible chess
+positions (roughly 2^143 ?). If one comes up with a method
+for ordering all legal positions, then this number of bits can be
+used to notate them.
+
+
+TO NOTATE REALISTIC positions, see:
+
+J Nievergelt: Information content of chess positions, ACM SIGART Newsletter
+62, 13-14, April 1977. It is also reprinted in:
+Information content of chess positions: Implications for game-specific
+knowledge of chess players, 283-289 in Machine Intelligence 12, (eds. J. E.
+Hayes, D. Michie, E. Tyugu) , Clarendon Press, Oxford, 1991.
+
+or correspond with: jn@inf.ethz.ch (J Nievergelt)
+
+
+JN's method is based on the observation that realistic positions are a small
+fraction of the total possible. To verify this, he presents the following game, 
+which I encourage others to try (I'm going to try it myself).
+Person A looks at a realistic position. Person B cannot see it, and asks
+A multiple choice questions. Both A and B are KNOWLEDGABLE chess players.
+B tries to figure out the position, using questions that require as few
+total bits of answer-information as possible.
+
+It's obvious that a Y/N question requires one bit to record the answer.
+A question with 4 choices requires 2 bits. Two three-way questions
+together require slightly more than three bits, and so on. 
+JN's assertion, based on some experimentation, is that about 70 bits-worth 
+of answers are reasonable figure out positions. 
+
+NOTE that we assume the questioner and responder can apply chess judgment, 
+so questions like "does the pawn structure suggest a closed French Defense?" 
+are acceptable. Even more important, the questioner gets to apply judgment 
+about what to ask next, depending upon the partial information currently known.
+
+Now to fully comprehend the solution, imagine a sophisticated program that
+both asks and answers the questions, and figures out a position. The position 
+is recorded as the answers to the questions the program asked. To recreate the 
+position, we run the same program again and supply the same answer bits.
+
+The problem of creating this GENERAL program is very difficult.
+According to JN, it may be impractical to write a program that gets
+anywhere near to the best possible solution. Writing a program that requires
+about 100 bits per position might be practical, though!
+
+The basic assertion looks like fun to test. Can you guess straightforward, 
+typical positions, in less than 100 bits of answer info? In 70?
+
+- toby robison (not tony, not robinson)
diff --git a/programs/PCratings b/programs/PCratings
new file mode 100644
index 0000000..d9b48c8
--- /dev/null
+++ b/programs/PCratings
@@ -0,0 +1,30 @@
+From: ralf@ark.abg.sub.org (Ralf Stephan)
+Newsgroups: rec.games.chess
+Subject: Latest ratings for PC programs/cards
+
+
+These are the latest ratings from the Svedish list, the Selective Search/
+News Sheet 41 and the Computer Chess Reports 1/92: (from MUDUL 3/92)
+All ratings are USCF.  For BCF, subtract 100;  for FIDE, subtract 200.
+
+                   Processor  Svedish   CCR    SS
+--------------------------------------------------
+ChessMachine 512k
+  Schroeder v.2.1    ARM/16     2422   2435   2448
+  The King           ARM/16     2410   2416   2422
+MChess 1.1-1.66      486/33     2400   2401   2402
+Zarkov 2.6           486/33            2347
+C'Champion 2175      486/33                   2343
+MChess 1.1-1.66      386/25-33                2338
+Grandmaster          486/33           ~2300
+Rexchess 2.30        486/33     2290   2294   2298
+Psion 2              486/33            2294   2294
+Zarkov 2.5           486/33     2277   2283   2289
+Knightstalker        486/33     2239   2260   2280
+Rexchess 2.30        386/25-33  2230
+Chessm. 3000         486/33     2187   2174   2161
+Psion 1              486/33            2140   2140
+Colossus x           486/33            2086   2086
+Chessm. 3000         386/25-33  2083
+Chessm. 2100         486/33            2073   2073
+Final Chesscard      6502              1887   1887
diff --git a/programs/SSDF-RatingList b/programs/SSDF-RatingList
new file mode 100644
index 0000000..80e45eb
--- /dev/null
+++ b/programs/SSDF-RatingList
@@ -0,0 +1,994 @@
+            THE SSDF RATING LIST   1993-02-28        34065 games played
+
+                                           Rating   +- Games   Won  Oppo
+                                           ------  --- -----   ---  ----
+   1 Chess Machine 30-32 MHz Schr”der 3.1    2388  329    27   91%  2013
+   2 Chess Machine 30 MHz King 2.0 aggr      2343   70   140   75%  2152
+   3 Chess Genius 486/50-66 MHz              2301   85    80   64%  2202
+   4 Chess Machine 30 MHz Schr”der 3.0       2281   68   149   76%  2086
+   4 MChess Pro 486/33 MHz                   2281   67   133   68%  2148
+   6 Chess Genius 486/33 MHz                 2276   69   120   65%  2170
+   7 Mephisto Lyon  68030 36 MHz             2259   59   250   84%  1975
+   8 Mephisto Portorose  68030 36 MHz        2245   47   342   82%  1984
+   8 Mephisto Vancouver  68030 36 MHz        2245   42   346   74%  2060
+  10 MChess Pro 486/50-66 MHz                2233   83    99   73%  2062
+  11 Mephisto RISC 1 MB ARM 2  14 MHz        2232   33   521   73%  2057
+  12 Chess Machine Schr”der 512K ARM2 16MHz  2216   33   528   71%  2057
+  12 Saitek RISC 2500 ARM2 14 MHz 128K       2216   43   299   68%  2082
+  14 Chess Machine The King 512K ARM2 16MHz  2209   45   288   72%  2045
+  15 MChess 1.1-1.71  80486 33 MHz           2198   43   326   74%  2019
+  16 Mephisto Lyon  68020 12 MHz             2155   24   932   71%  1997
+  17 Mephisto Vancouver  68020 12 MHz        2153   30   621   71%  1995
+  18 Mephisto Berlin 68 000 12 MHz           2139   42   335   73%  1966
+  19 M Chess 1.1-1.66  80386 25-33 MHz       2129   37   396   66%  2011
+  19 Fritz 2.0 486/33 MHz                    2129   76    95   61%  2049
+  21 Mephisto Portorose  68020 12 MHz        2128   26   816   73%  1955
+  21 Fidelity Elite  68030 32 MHz (vers.9)   2128   44   324   75%  1935
+  23 Mephisto Vancouver  68000 12 MHz        2115   30   612   70%  1971
+  24 Mephisto Lyon  68000 12 MHz             2107   25   806   65%  1997
+  25 Mephisto MM 4 Turbo Kit  6502 16 MHz    2091   46   292   73%  1916
+  26 Mephisto Almeria  68020 12 MHz          2088   47   259   70%  1939
+  27 Fidelity Mach IV  68020 20 MHz          2080   26   760   65%  1972
+  28 Mephisto Portorose  68000 12 MHz        2047   28   667   66%  1929
+  29 Kasparov Brute Force H8 10 MHz          2044  137    40   70%  1896
+  30 Mephisto Polgar  6502 10 MHz            2041   42   283   59%  1978
+  31 Fidelity Elite  68000 x 2 (vers. 5)     2036   49   209   57%  1986
+  32 Rex Chess 2.3  80386 25-33 MHz          2030   64   126   59%  1965
+  33 Mephisto Roma  68020 14 MHz             2029   27   712   65%  1919
+  34 Fritz 1.0 80486 33 MHz                  2021   63   128   56%  1980
+  35 Mephisto Dallas  68020 14 MHz           2020   34   492   72%  1858
+  36 Mephisto Almeria  68000 12 MHz          2019   32   534   67%  1896
+  37 Zarkov 2.5  80386 25-33 MHz             2018   56   168   61%  1939
+  38 Fritz 1.0 80386 25-33 MHz               2009   67   113   46%  2041
+  39 Novag Diablo  68000 16 MHz              2001   26   713   54%  1973
+  40 Fidelity Mach III  68000 16 MHz         1997   15  2049   56%  1957
+  41 Mephisto MM 5  6502 5 MHz               1979   22   967   54%  1947
+  42 Mephisto Polgar  6502 5 MHz             1971   19  1314   47%  1992
+  42 Mephisto Dallas  68000 12 MHz           1971   21  1074   63%  1876
+  44 Mephisto Roma  68000 12 MHz             1967   18  1452   57%  1920
+  45 Zarkov 2.6 386/25-33 MHz                1966  105    55   64%  1867
+  46 Mephisto Milano  6502  5 MHz            1955   31   490   48%  1972
+  47 Novag Super Expert C  6502 6 MHz Sel 5  1954   19  1242   50%  1956
+  48 Mephisto Academy  6502 5 MHz            1940   20  1193   48%  1956
+  49 Rex Chess 2.3  80386 16-20 MHz          1928   53   174   49%  1934
+  50 Saitek Leonardo Maestro B 6502 18 MHz   1925   72   105   62%  1839
+  51 Mephisto Amsterdam  68000 12 MHz        1924   22  1020   58%  1870
+  52 Mephisto Mega IV  6502 4.9 MHz          1916   18  1354   48%  1934
+  53 Fidelity Excel Mach IIc  68000 12 MHz   1915   23   913   52%  1904
+  54 Saitek Maestro D  6502 10 MHz           1914   25   730   51%  1905
+  55 Novag Expert Turbo Kit 6502 16 MHz      1906   67   120   61%  1825
+  56 Novag Super Expert B 6502 6 MHz sel 4   1904   32   468   51%  1896
+  56 Kasparov GK-2000   H8 10 MHz            1904   48   223   42%  1960
+  58 Fidelity Travel Master H8/330 10 MHz    1902   79   123   22%  2117
+  59 Mephisto MM 4  6502 5 MHz               1901   19  1268   50%  1898
+  60 Chessmaster 3000 386/25-33 MHz          1900  101    59   36%  2005
+  61 Mephisto Modena 6502 4 MHz              1886   41   305   41%  1951
+  62 Psion Atari  68000 8 MHz                1880   18  1463   44%  1924
+  63 CXG Sphinx Galaxy  6502 4 MHz           1875   19  1293   41%  1943
+  63 Fidelity Excel Mach IIa  68000 12 MHz   1875   46   226   47%  1895
+  65 Saitek Turboking II  6502 5 MHz         1872   25   752   41%  1937
+  66 Conchess Plymate Victoria 6502 5.5 MHz  1862   27   657   40%  1931
+  67 Fidelity Excel Club  68000 12 MHz       1854   22   931   51%  1845
+  68 Mephisto Mega IV Brute Force            1840   45   240   50%  1837
+  69 Fidelity Avant Garde  6502 5 MHz        1832   20  1196   46%  1863
+  70 Novag Super Expert/Forte A 6502 5 MHz   1831   21  1118   41%  1895
+  71 Fidelity Par Excellence  6502 5 MHz     1829   23   912   51%  1825
+  72 Mephisto Rebell  6502 5 MHz             1821   20  1233   40%  1891
+  73 Saitek Stratos/Analys B  6502 6 MHz     1817   20  1213   38%  1905
+  74 Novag Forte B  6502 5 MHz               1813   24   837   44%  1857
+  75 Mephisto Super Mondial  6502 4 MHz      1812   20  1205   39%  1894
+  75 Conchess Glasgow 6 MHz                  1812  158    41   78%  1593
+  77 Conchess Plymate  6502 5.5 MHz          1808   16  1920   41%  1870
+  78 Saitek Leonardo Maestro A  6502 6 MHz   1807   30   547   45%  1842
+  79 Novag Forte A  6502 5 MHz               1806   22   939   49%  1814
+  79 Saitek Simultano/Corona C  6502 5 MHz   1806   24   927   33%  1929
+  81 Fidelity Excellence  6502 4 MHz         1798   17  1565   43%  1849
+  82 Novag Expert  6502 4 MHz                1784   24   812   43%  1837
+  83 Conchess Plymate  6502 4 MHz            1775   38   343   55%  1739
+  84 Mephisto MM 2  6502 3.7 MHz             1769   48   208   52%  1752
+  85 Fidelity Elegance  6502 3.6 MHz         1761   39   339   61%  1685
+  86 Saitek Turbostar 432  6502 4 MHz        1759   21  1034   46%  1789
+  87 Fidelity Excellence  6502 3 MHz         1753   22   962   42%  1811
+  88 Saitek Kasparov Blitz                   1736   50   202   41%  1798
+  89 Novag Super Nova                        1732   38   350   40%  1801
+  90 Novag Super Constellation  6502 4 MHz   1728   17  1695   39%  1807
+  91 Conchess Glasgow  6502 4 MHz            1712   37   342   50%  1713
+  92 Chessplayer 2150 Atari/Amiga            1709   67   126   34%  1828
+  93 Mephisto B&P  6502 3.7 MHz              1700   85    78   38%  1787
+  94 The Final Chesscard  6502 5 MHz         1695   65   149   28%  1861
+  95 Mephisto Europa                         1685   54   170   45%  1721
+  96 Novag Super VIP                         1684   58   174   32%  1812
+  97 Fidelity Elite A/S  6502 3.2 MHz        1677   21  1149   38%  1762
+  98 Chessmaster 2100 Amiga 68000            1676   85   100   25%  1871
+  99 Saitek Superstar 36K  6502 2 MHz        1675   24   958   31%  1814
+ 100 Chess Champion 2175 Atari/Amiga         1670   62   157   30%  1818
+ 100 Mephisto Exclusive S                    1670   80    81   44%  1709
+ 102 Fidelity Prestige  6502 4 MHz           1665   40   341   66%  1545
+ 103 Conchess Glasgow  6502 2 MHz            1663   24   863   35%  1775
+ 104 Novag Quattro  6502 4 MHz               1659   31   560   33%  1786
+ 105 Chessmaster 2000 Atari  68000 8 MHz     1651   45   312   25%  1838
+ 106 Novag Constellation  6502 3.6 MHz       1644   28   596   46%  1674
+ 107 Novag Constellation Primo               1634   58   149   44%  1679
+ 108 Fidelity Elite -81                      1604   63   151   69%  1468
+ 109 Novag Constellation  6502 2 MHz         1596   23   865   50%  1599
+ 110 Sargon III 1 MHz                        1590  148    27   44%  1630
+ 111 Mephisto Mondial                        1581   71   100   46%  1609
+ 112 CXG Super Enterprise                    1561   37   410   31%  1700
+ 113 Fidelity Sensory 9 B                    1553   87    68   54%  1527
+ 114 Fidelity Sensory 9 A                    1494   30   511   50%  1495
+ 115 Steinitz                                1480   39   324   45%  1516
+ 116 Mephisto III Modular                    1471   53   189   38%  1557
+ 117 Mephisto II 6.1 MHz                     1470   33   450   46%  1499
+ 118 Saitek Turbo 16K                        1463   85    90   29%  1616
+ 119 Chess 2001                              1462   73   101   40%  1536
+ 120 Scisys Superstar                        1454   55   179   35%  1561
+ 121 Mephisto III 6.1 MHz                    1452   56   194   29%  1608
+ 122 Saitek Turbo S 24K                      1431   89    95   24%  1628
+ 123 Conchess -82 2 MHz                      1408   41   299   41%  1469
+ 124 GMC                                     1385   40   306   44%  1427
+ 125 Mephisto II 3.5 MHz                     1380   39   306   49%  1388
+ 126 Champion Sensory Challenger             1379   38   336   48%  1395
+ 127 Mark VI                                 1375   62   163   28%  1538
+ 128 Mark V                                  1352   38   353   40%  1425
+ 129 Morphy                                  1334   48   220   41%  1399
+ 130 Progidy                                 1266  205    28   23%  1473
+ 131 Enterprise S                            1182  139    46   24%  1383
+ 132 Boris 2.5                               1171   97    75   27%  1348
+
+
+ 1 Chess Machine 30-32 MHz Schr”der 3.1, 2388
+Ch.Gen 486/50     1-0       MChPro 486/33     1-0     Chess M. King   0.5-0.5   
+Mach III          9-2       Polgar 5 MHz     13-0     
+
+ 2 Chess Machine 30 MHz King 2.0 aggr, 2343
+Ch.Gen 486/50     3-1       MChPro 486/33    11-9     Ch.Gen 486/33  13.5-6.5   
+MChPro 486/50   1.5-1.5     Meph. RISC     13.5-6.5   RISC 2500       7.5-2.5   
+Vancou. 68000   2.5-1.5     Lyon 68000        8-3     Roma 68020     18.5-1.5   
+Mach III          6-0       Meph. MM 5        2-0     Polgar 5 MHz     18-2     
+
+ 3 Chess Genius 486/50-66 MHz, 2301
+CM30 Schr 3.0   0.5-0.5     Vancou. 68030    12-8     Chess M Schr”  20.5-9.5   
+Chess M. King   8.5-5.5     Diablo 68000    3.5-1.5   Polgar 5 MHz      5-0     
+
+ 4 Chess Machine 30 MHz Schr”der 3.0, 2281
+Meph. RISC       11-9       RISC 2500       1.5-2.5   M Chess 486       1-0     
+Vancou. 68020  11.5-8.5     Vancou. 68000  17.5-2.5   Lyon 68000       15-5     
+Roma 68020        4-1       Diablo 68000     16-4     Mach III       10.5-0.5   
+Meph. MM 5      6.5-0.5     Polgar 5 MHz   17.5-2.5   
+
+ 5 MChess Pro 486/33 MHz, 2281
+Ch.Gen 486/33    10-9       RISC 2500         6-4     Lyon 68020        8-2     
+Vancou. 68020     7-4       Vancou. 68000  14.5-5.5   Lyon 68000        1-1     
+Mach III         17-3       Polgar 5 MHz     18-2     
+
+ 6 Chess Genius 486/33 MHz, 2276
+Meph. RISC       11-8       RISC 2500      12.5-7.5   Lyon 68020        0-1     
+Lyon 68000        1-0       Mach III       18.5-1.5   Polgar 5 MHz     19-1     
+
+ 7 Mephisto Lyon  68030 36 MHz, 2259
+Chess M Schr”   1.5-1.5     M Chess 486     4.5-2.5   Lyon 68020     13.5-6.5   
+Lyon 68000       14-6       Mach III         18-2     Meph. MM 5     16.5-3.5   
+Polgar 5 MHz   15.5-4.5     Roma 68000       17-3     Super Exp. C   16.5-3.5   
+Academy 5 MHz  16.5-3.5     Meph. Mega IV    20-0     Psion Atari      19-1     
+Turboking II   18.5-1.5     Plym Victoria  19.5-0.5   
+
+ 8 Mephisto Portorose  68030 36 MHz, 2245
+Portor. 68020  12.5-7.5     Elite 68030    14.5-5.5   Almeria 68020    14-6     
+Portor. 68000    14-6       Elite vers.5     14-6     Almeria 68000    16-4     
+Mach III       17.5-2.5     Polgar 5 MHz   15.5-4.5   Dallas 68000   19.5-0.5   
+Roma 68000       19-1       Super Exp. C     13-7     Academy 5 MHz    17-3     
+Amsterdam      19.5-0.5     Meph. Mega IV  17.5-3.5   Maestro D 10     20-0     
+Psion Atari      19-1       Sphinx Galaxy  17.5-2.5   Rebell 5 MHz      1-0     
+
+ 9 Mephisto Vancouver  68030 36 MHz, 2245
+MChPro 486/50   1.5-0.5     Meph. RISC     11.5-8.5   Chess M Schr”    11-9     
+Chess M. King    10-10      M Chess 486      11-9     Vancou. 68020    16-4     
+Vancou. 68000  13.5-6.5     Lyon 68000       13-7     Diablo 68000   15.5-4.5   
+Meph. MM 5     18.5-1.5     Polgar 5 MHz   16.5-3.5   Dallas 68000   18.5-1.5   
+Roma 68000       18-2       Meph. Milano   15.5-4.5   Meph. Mega IV  17.5-2.5   
+Psion Atari    19.5-0.5     Sphinx Galaxy  18.5-1.5   Turboking II      4-0     
+
+ 10 MChess Pro 486/50-66 MHz, 2233
+Chess M Schr”     5-7       Chess M. King     2-2     Fritz2 486/33  13.5-6.5   
+Vancou. 68000    15-5       Meph. Mega IV  18.5-1.5   Super Exp. B    7.5-0.5   
+Psion Atari     8.5-1.5     
+
+ 11 Mephisto RISC 1 MB ARM 2  14 MHz, 2232
+Chess M Schr”  10.5-9.5     Chess M. King    11-9     M Chess 486      11-10    
+Lyon 68020       11-9       Vancou. 68020    14-6     Berlin 68 000    12-8     
+Portor. 68020  13.5-6.5     Vancou. 68000    12-8     Diablo 68000   17.5-2.5   
+Mach III       18.5-1.5     Meph. MM 5     17.5-2.5   Polgar 5 MHz     18-2     
+Dallas 68000   10.5-0.5     Meph. Milano   17.5-2.5   Super Exp. C     17-3     
+Academy 5 MHz  17.5-2.5     Meph. Mega IV    19-1     Kasp. GK-2000    10-0     
+Mephisto MM 4    18-2       Meph. Modena     18-2     Psion Atari    18.5-1.5   
+Sphinx Galaxy    18-2       Turboking II   18.5-1.5   
+
+ 12 Chess Machine Schr”der 512K ARM2 16MHz, 2216
+Chess M. King     2-0       M Chess 486       7-7     Lyon 68020     32.5-27.5  
+M Chess 386      26-13      Portor. 68020   0.5-0.5   Vancou. 68000     5-2     
+Lyon 68000     31.5-14.5    Rex 2.3 33MHz   1.5-0.5   Zark25 386/33   1.5-0.5   
+Fritz1 386/33   1.5-0.5     Diablo 68000     18-2     Mach III       35.5-6.5   
+Polgar 5 MHz     22-3       Roma 68000     17.5-7.5   Zark26 386/25     2-0     
+Super Exp. C   25.5-4.5     Academy 5 MHz    16-4     Amsterdam        20-0     
+Meph. Mega IV     9-1       Super Exp. B   14.5-5.5   Psion Atari       3-0     
+Sphinx Galaxy  29.5-1.5     Turboking II     19-1     
+
+ 13 Saitek RISC 2500 ARM2 14 MHz 128K, 2216
+M Chess 486       4-0       Vancou. 68020  35.5-24.5  Fritz2 486/33  13.5-6.5   
+Vancou. 68000    12-8       Mach IV 68020  28.5-11.5  Fritz1 486/33    12-4     
+Mach III       14.5-5.5     Meph. Milano     18-2     Super Exp. C    1.5-1.5   
+Kasp. GK-2000    20-0       Travel Master    18-2     Sphinx Galaxy     6-1     
+Turboking II      4-1       
+
+ 14 Chess Machine The King 512K ARM2 16MHz, 2209
+M Chess 486       8-3       Lyon 68020        3-2     Vancou. 68020    11-8     
+Vancou. 68000   0.5-4.5     Lyon 68000     16.5-7.5   Diablo 68000   21.5-2.5   
+Mach III       16.5-3.5     Meph. MM 5      1.5-0.5   Super Exp. C     17-3     
+Academy 5 MHz    14-6       Meph. Mega IV     9-1     Psion Atari    23.5-2.5   
+Sphinx Galaxy  18.5-1.5     Turboking II   19.5-1.5   
+
+ 15 MChess 1.1-1.71  80486 33 MHz, 2198
+Lyon 68020      9.5-6.5     Vancou. 68020     3-3     Lyon 68000      1.5-1.5   
+Portor. 68000     5-0       Roma 68020      7.5-0.5   Polgar 5 MHz     33-7     
+Roma 68000     16.5-3.5     Super Exp. C   17.5-2.5   Academy 5 MHz    17-3     
+Amsterdam        19-1       Meph. Mega IV    10-0     Travel Master  16.5-3.5   
+Psion Atari    17.5-2.5     Sphinx Galaxy  16.5-3.5   Turboking II   18.5-1.5   
+
+ 16 Mephisto Lyon  68020 12 MHz, 2155, (2217 vs humans, 12 games)
+Berlin 68 000   9.5-10.5    M Chess 386      41-33    Lyon 68000       10-10    
+Mach IV 68020  22.5-17.5    Portor. 68000  12.5-7.5   Polgar 10 MHz    20-10    
+Rex 2.3 33MHz  14.5-5.5     Fritz1 486/33    14-6     Zark25 386/33    14-6     
+Fritz1 386/33    14-6       Diablo 68000     13-7     Mach III         19-8     
+Meph. MM 5     13.5-6.5     Polgar 5 MHz     18-3     Roma 68000       15-5     
+Meph. Milano     16-4       Super Exp. C     17-3     Academy 5 MHz    13-7     
+Rex 2.3 20MHz   1.5-0.5     Meph. Mega IV    17-3     Excel Mach 2c  31.5-4.5   
+Super Exp. B    7.5-2.5     Mephisto MM 4  18.5-1.5   CM3000 386/33  18.5-1.5   
+Meph. Modena     17-3       Psion Atari      18-2     Sphinx Galaxy    15-5     
+Turboking II     18-2       Plym Victoria  19.5-1.5   Super Exp. A   17.5-2.5   
+Rebell 5 MHz     19-1       Stratos 6 MHz  18.5-1.5   Super Mondial  19.5-0.5   
+Plymate 5.5      20-0       Simultano C      19-1     Excellence 4     17-2     
+
+ 17 Mephisto Vancouver  68020 12 MHz, 2153
+Berlin 68 000  10.5-10.5    Mach IV 68020  24.5-8.5   Fritz1 386/33     4-1     
+Diablo 68000   16.5-3.5     Mach III        2.5-2.5   Meph. MM 5     14.5-5.5   
+Polgar 5 MHz     17-4       Meph. Milano   19.5-0.5   Super Exp. C   14.5-5.5   
+Academy 5 MHz    18-2       Meph. Mega IV    17-3     Travel Master    17-3     
+Mephisto MM 4  16.5-3.5     Meph. Modena     16-4     Psion Atari      17-3     
+Sphinx Galaxy  17.5-2.5     Turboking II     17-3     Plym Victoria    17-3     
+Super Exp. A     17-3       Rebell 5 MHz     17-3     Stratos 6 MHz    17-3     
+Super Mondial  17.5-2.5     Plymate 5.5      20-0     Simultano C      19-1     
+
+ 18 Mephisto Berlin 68 000 12 MHz, 2139
+Portor. 68020  10.5-9.5     Diablo 68000   14.5-5.5   Mach III        6.5-0.5   
+Meph. MM 5       16-4       Roma 68000        4-1     Meph. Milano     17-3     
+Super Exp. C     27-8       Meph. Mega IV    16-4     Kasp. GK-2000    13-7     
+Meph. Modena   16.5-3.5     Plym Victoria    14-2     Mega IV  BF       8-0     
+Super Mondial  16.5-3.5     Plymate 5.5      17-3     Simultano C      19-4     
+
+ 19 M Chess 1.1-1.66  80386 25-33 MHz, 2129
+Portor. 68020   7.5-5.5     Lyon 68000       29-22    Rex 2.3 33MHz   7.5-2.5   
+Zark25 386/33   2.5-1.5     Mach III        1.5-0.5   Meph. MM 5     16.5-10.5  
+Polgar 5 MHz     30-7       Academy 5 MHz  15.5-4.5   CM3000 386/33     2-2     
+Sphinx Galaxy    20-2       Plym Victoria    22-4     Rebell 5 MHz    3.5-0.5   
+Plymate 5.5      12-0       Maestro A  6      5-0     Simultano C    35.5-4.5   
+Expert 4 MHz      6-0       
+
+ 20 Fritz 2.0 486/33 MHz, 2129
+Diablo 68000     16-4       Polgar 5 MHz      7-3     Academy 5 MHz     4-1     
+Stratos 6 MHz    18-2       
+
+ 21 Mephisto Portorose  68020 12 MHz, 2128, (2181 vs humans, 10 games)
+Elite 68030     9.5-14.5    Lyon 68000       10-10    MM 4 Turbo 16   9.5-1.5   
+Mach IV 68020    23-17      Portor. 68000  12.5-7.5   Polgar 10 MHz  12.5-7.5   
+Roma 68020        2-0       Almeria 68000  13.5-6.5   Mach III       31.5-16.5  
+Meph. MM 5       12-8       Polgar 5 MHz   20.5-4.5   Dallas 68000    3.5-0.5   
+Roma 68000       18-2       Meph. Milano     15-5     Super Exp. C     33-11    
+Academy 5 MHz    12-8       Meph. Mega IV  14.5-5.5   Excel Mach 2c  26.5-5.5   
+Maestro D 10     15-6       Super Exp. B    7.5-2.5   Mephisto MM 4    17-3     
+Meph. Modena     18-2       Psion Atari      15-5     Sphinx Galaxy    17-3     
+Turboking II   17.5-2.5     Plym Victoria    17-3     Avant Garde      19-1     
+Super Exp. A     19-1       Rebell 5 MHz     19-1     Stratos 6 MHz  19.5-0.5   
+Super Mondial  20.5-4.5     Plymate 5.5      19-1     Simultano C      15-5     
+Excellence 4     17-3       Expert 4 MHz     15-1     
+
+ 22 Fidelity Elite  68030 32 MHz (vers.9), 2128
+Portor. 68000  12.5-7.5     Mach III         15-6     Polgar 5 MHz   16.5-3.5   
+Super Exp. C     12-8       Academy 5 MHz    13-7     Meph. Mega IV  16.5-3.5   
+Maestro D 10     17-3       Psion Atari      17-3     Sphinx Galaxy  17.5-2.5   
+Super Exp. A     16-4       Rebell 5 MHz     16-3     Super Mondial  19.5-0.5   
+Simultano C    16.5-3.5     Excellence 4   18.5-1.5   
+
+ 23 Mephisto Vancouver  68000 12 MHz, 2115
+Fritz1 386/33    16-4       Diablo 68000     11-9     Mach III         26-15    
+Meph. MM 5     29.5-10.5    Meph. Milano     16-4     Super Exp. C   13.5-6.5   
+Academy 5 MHz  15.5-4.5     Meph. Mega IV  16.5-3.5   Excel Mach 2c    18-2     
+CM3000 386/33     9-4       Psion Atari      14-6     Sphinx Galaxy    17-3     
+Turboking II     18-2       Plym Victoria    16-4     Super Exp. A     18-2     
+Rebell 5 MHz   16.5-3.5     Stratos 6 MHz    15-5     Super Mondial  17.5-2.5   
+Plymate 5.5      19-1       Simultano C      20-0     Excellence 4   19.5-0.5   
+Super Const.   18.5-1.5     Meph. Europa      2-0     
+
+ 24 Mephisto Lyon  68000 12 MHz, 2107
+Mach IV 68020  22.5-17.5    Rex 2.3 33MHz     1-0     Fritz1 386/33     6-4     
+Diablo 68000   22.5-11.5    Mach III       32.5-6.5   Meph. MM 5     25.5-15.5  
+Polgar 5 MHz     16-4       Roma 68000       15-5     Super Exp. C     28-9     
+Academy 5 MHz  16.5-3.5     Meph. Mega IV    17-3     Kasp. GK-2000     2-0     
+Travel Master  16.5-3.5     Mephisto MM 4    14-6     Psion Atari    17.5-6.5   
+Sphinx Galaxy    14-6       Turboking II   17.5-2.5   Plym Victoria    18-2     
+Super Exp. A   15.5-4.5     Rebell 5 MHz   16.5-3.5   Stratos 6 MHz  16.5-3.5   
+Super Mondial  16.5-3.5     Plymate 5.5    19.5-0.5   Simultano C      17-3     
+Excellence 4   17.5-2.5     Super Const.     17-3     
+
+ 25 Mephisto MM 4 Turbo Kit  6502 16 MHz, 2091, (2122 vs humans, 9 games)
+Mach IV 68020  16.5-14.5    Roma 68020      7.5-12.5  Mach III       13.5-6.5   
+Dallas 68000   21.5-12.5    Roma 68000     14.5-5.5   Amsterdam         1-0     
+Excel Mach 2c     4-0       Mephisto MM 4     1-0     Excel Mach 2a  16.5-3.5   
+Excel Club        7-2       Super Exp. A   19.5-0.5   Stratos 6 MHz  18.5-1.5   
+Forte B        18.5-1.5     Super Mondial  18.5-1.5   Plymate 5.5    16.5-4.5   
+Excellence 4   17.5-2.5     
+
+ 26 Mephisto Almeria  68020 12 MHz, 2088, (2030 vs humans, 26 games)
+Mach IV 68020  13.5-14.5    Portor. 68000   5.5-6.5   Roma 68020     11.5-8.5   
+Almeria 68000   3.5-2.5     Mach III         13-8     Roma 68000      3.5-2.5   
+Academy 5 MHz  17.5-2.5     Maestro D 10      2-0     Mephisto MM 4  12.5-7.5   
+Psion Atari    17.5-2.5     Sphinx Galaxy   3.5-0.5   Avant Garde      18-2     
+Stratos 6 MHz  16.5-3.5     Simultano C    18.5-1.5   Superstar 36K    19-1     
+
+ 27 Fidelity Mach IV  68020 20 MHz, 2080, (2177 vs humans, 19 games)
+Roma 68020       24-13      Dallas 68020   13.5-6.5   Almeria 68000    11-9     
+Mach III          4-4       Polgar 5 MHz   11.5-8.5   Dallas 68000    7.5-4.5   
+Roma 68000      6.5-3.5     Super Exp. C     13-6     Academy 5 MHz  13.5-2.5   
+Meph. Mega IV  16.5-3.5     Excel Mach 2c    13-2     Super Exp. B    9.5-2.5   
+Travel Master    15-5       Mephisto MM 4    36-11    Psion Atari      17-3     
+Sphinx Galaxy  16.5-5.5     Avant Garde      19-1     Par Excell.      15-5     
+Rebell 5 MHz     17-6       Stratos 6 MHz  23.5-2.5   Super Mondial    15-2     
+Plymate 5.5      36-8       Excellence 4   18.5-1.5   Superstar 36K    20-0     
+
+ 28 Mephisto Portorose  68000 12 MHz, 2047
+Elite vers.5     19-15      Roma 68020       10-10    Mach III         15-10    
+Meph. MM 5       11-9       Polgar 5 MHz     16-9     Dallas 68000     14-6     
+Super Exp. C     21-8       Academy 5 MHz    20-14    Rex 2.3 20MHz  10.5-9.5   
+Meph. Mega IV  14.5-5.5     Maestro D 10     18-9     Super Exp. B   13.5-6.5   
+Mephisto MM 4    16-4       Psion Atari    21.5-7.5   Sphinx Galaxy    15-5     
+Turboking II   17.5-1.5     Super Exp. A     17-3     Rebell 5 MHz   17.5-2.5   
+Stratos 6 MHz    17-3       Super Mondial    14-6     Plymate 5.5    16.5-7.5   
+Simultano C    16.5-3.5     Excellence 4     19-1     Super Const.      3-1     
+Super VIP      15.5-4.5     Elite A/S 3.2    18-2     
+
+ 29 Kasparov Brute Force H8 10 MHz, 2044
+Meph. MM 5      9.5-2.5     Excel Mach 2c    13-7     Super Const.    5.5-2.5   
+
+ 30 Mephisto Polgar  6502 10 MHz, 2041
+Elite vers.5     13-9       Mach III         21-23    Dallas 68000     14-3     
+Roma 68000       14-6       Super Exp. C     15-16    Amsterdam        13-7     
+Excel Mach 2c    15-5       Maestro D 10     13-5     Psion Atari      14-6     
+Avant Garde     0.5-0.5     Plymate 5.5    16.5-3.5   
+
+ 31 Fidelity Elite  68000 x 2 (vers. 5), 2036
+Almeria 68000     5-5       Dallas 68000   12.5-7.5   Roma 68000       11-9     
+Academy 5 MHz  12.5-7.5     Maestro D 10     16-6     Psion Atari    13.5-6.5   
+Avant Garde    18.5-2.5     
+
+ 32 Rex Chess 2.3  80386 25-33 MHz, 2030
+Zark25 386/33   0.5-1.5     Mach III        6.5-5.5   Meph. MM 5        1-1     
+Polgar 5 MHz   13.5-6.5     Roma 68000      7.5-2.5   Academy 5 MHz    12-8     
+Turbostar 432     7-0       Super Const.     18-2     
+
+ 33 Mephisto Roma  68020 14 MHz, 2029, (1979 vs humans, 9 games)
+Fritz1 486/33     0-2       Almeria 68000    11-9     Mach III       20.5-19.5  
+Dallas 68000   13.5-6.5     Roma 68000     10.5-9.5   Academy 5 MHz    15-6     
+Rex 2.3 20MHz    24-5       Amsterdam      11.5-8.5   Meph. Mega IV    14-6     
+Excel Mach 2c  26.5-23.5    Maestro D 10     11-9     Mephisto MM 4  14.5-5.5   
+Psion Atari       5-1       Sphinx Galaxy  16.5-3.5   Excel Club     16.5-3.5   
+Avant Garde    15.5-4.5     Super Exp. A   14.5-5.5   Rebell 5 MHz    9.5-2.5   
+Stratos 6 MHz    18-2       Forte B        13.5-6.5   Super Mondial  16.5-3.5   
+Plymate 5.5    17.5-2.5     Maestro A  6     15-5     Excellence 4   17.5-2.5   
+Expert 4 MHz   14.5-5.5     Excellence 3   17.5-2.5   Super Const.     19-1     
+Elite A/S 3.2  18.5-1.5     
+
+ 34 Fritz 1.0 80486 33 MHz, 2021
+Super Exp. C    9.5-10.5    Academy 5 MHz    12-8     Meph. Mega IV     7-3     
+Sphinx Galaxy  16.5-3.5     Stratos 6 MHz  14.5-5.5   
+
+ 35 Mephisto Dallas  68020 14 MHz, 2020
+Mach III       10.5-9.5     Dallas 68000     13-7     Super Exp. C      1-2     
+Amsterdam      26.5-13.5    Meph. Mega IV    12-8     Excel Mach 2c    15-9     
+Mephisto MM 4  14.5-5.5     Excel Mach 2a    14-6     Excel Club       21-8     
+Avant Garde      23-8       Par Excell.    16.5-3.5   Rebell 5 MHz     15-5     
+Forte B        15.5-4.5     Super Mondial    19-4     Plymate 5.5    17.5-2.5   
+Maestro A  6   16.5-4.5     Forte A        16.5-7.5   Excellence 4   16.5-3.5   
+Expert 4 MHz     20-6       Turbostar 432    14-6     Excellence 3   28.5-2.5   
+
+ 36 Mephisto Almeria  68000 12 MHz, 2019
+Mach III       21.5-13.5    Polgar 5 MHz   10.5-9.5   Dallas 68000   10.5-9.5   
+Roma 68000     10.5-5.5     Academy 5 MHz    11-9     Amsterdam        12-8     
+Meph. Mega IV    13-11      Mephisto MM 4     9-2     Psion Atari    20.5-6.5   
+Sphinx Galaxy  11.5-5.5     Super Exp. A   14.5-5.5   Par Excell.     8.5-1.5   
+Rebell 5 MHz   15.5-4.5     Stratos 6 MHz  20.5-6.5   Plymate 5.5    16.5-3.5   
+Simultano C    16.5-3.5     Excellence 4   18.5-1.5   Excellence 3     18-2     
+Super Const.   17.5-2.5     Elite A/S 3.2  17.5-2.5   Superstar 36K  20.5-3.5   
+Conchess 2MHz   6.5-0.5     
+
+ 37 Zarkov 2.5  80386 25-33 MHz, 2018
+Mach III         12-7       Meph. MM 5        7-5     Polgar 5 MHz    3.5-2.5   
+Super Exp. C    6.5-7.5     Academy 5 MHz  10.5-9.5   Super Exp. B      8-2     
+Sphinx Galaxy  15.5-4.5     Plym Victoria     4-2     Plymate 5.5     3.5-0.5   
+Maestro A  6      9-5       Expert 4 MHz      4-0     Super Const.      1-0     
+Chesscard 5     8.5-1.5     
+
+ 38 Fritz 1.0 80386 25-33 MHz, 2009
+Mach III       11.5-8.5     Meph. MM 5        3-1     Polgar 5 MHz    1.5-1.5   
+Super Exp. C    6.5-5.5     CM3000 386/33   1.5-0.5   Turboking II      4-1     
+Plym Victoria     8-2       
+
+ 39 Novag Diablo  68000 16 MHz, 2001, (1975 vs humans, 9 games)
+Mach III         10-10      Meph. MM 5       10-10    Polgar 5 MHz   12.5-7.5   
+Roma 68000     11.5-8.5     Meph. Milano     10-10    Super Exp. C     15-5     
+Academy 5 MHz  12.5-7.5     Meph. Mega IV    12-8     Kasp. GK-2000  14.5-5.5   
+Mephisto MM 4    12-8       Psion Atari      15-9     Sphinx Galaxy    15-7     
+Turboking II   15.5-4.5     Plym Victoria  13.5-6.5   Super Exp. A   14.5-5.5   
+Rebell 5 MHz   15.5-4.5     Stratos 6 MHz    15-5     Super Mondial  14.5-5.5   
+Plymate 5.5    16.5-3.5     Simultano C      15-5     Excellence 4      4-0     
+Kasp. Blitz    16.5-3.5     Elite A/S 3.2  18.5-1.5   Superstar 36K    19-1     
+
+ 40 Fidelity Mach III  68000 16 MHz, 1997, (2067 vs humans, 25 games)
+Meph. MM 5     13.5-11.5    Polgar 5 MHz   60.5-51.5  Dallas 68000     11-9     
+Roma 68000    131.5-90.5    Super Exp. C     40-37    Academy 5 MHz  22.5-14.5  
+Rex 2.3 20MHz     5-1       Amsterdam         4-3     Meph. Mega IV    23-19    
+Excel Mach 2c    23-12      Maestro D 10   21.5-14.5  Super Exp. B     10-8     
+Travel Master     2-1       Mephisto MM 4    22-16    Psion Atari    27.5-11.5  
+Sphinx Galaxy    18-16      Turboking II   19.5-7.5   Plym Victoria    14-6     
+Excel Club     15.5-4.5     Mega IV  BF    16.5-3.5   Avant Garde    17.5-3.5   
+Super Exp. A     15-5       Par Excell.    29.5-8.5   Rebell 5 MHz   26.5-6.5   
+Stratos 6 MHz  31.5-4.5     Forte B        19.5-5.5   Super Mondial    18-3     
+Plymate 5.5      34-8       Maestro A  6    2.5-1.5   Forte A          15-5     
+Simultano C      18-4       Excellence 4     28-6     Expert 4 MHz   15.5-4.5   
+Excellence 3     17-3       Super Nova       18-3     Super Const.     48-11    
+Chesspl. 2150     6-0       Meph. Europa    1.5-1.5   Elite A/S 3.2  18.5-1.5   
+Cmaster 2100     16-4       Superstar 36K  16.5-3.5   Champion 2175     1-1     
+Conchess 2MHz  18.5-1.5     
+
+ 41 Mephisto MM 5  6502 5 MHz, 1979, (1757 vs humans, 6 games)
+Polgar 5 MHz     34-34      Roma 68000       11-9     Meph. Milano   10.5-9.5   
+Super Exp. C   12.5-7.5     Academy 5 MHz    11-9     Meph. Mega IV    13-7     
+Mephisto MM 4  12.5-7.5     Meph. Modena   13.5-6.5   Psion Atari    13.5-6.5   
+Sphinx Galaxy  27.5-14.5    Turboking II     14-6     Plym Victoria    16-4     
+Excel Club        8-4       Avant Garde    15.5-4.5   Super Exp. A     15-5     
+Rebell 5 MHz   14.5-5.5     Stratos 6 MHz  20.5-7.5   Super Mondial  15.5-5.5   
+Plymate 5.5      27-15      Simultano C    15.5-4.5   Excellence 4     17-3     
+Super Const.   17.5-2.5     Elite A/S 3.2  14.5-5.5   Superstar 36K    17-3     
+Conchess 2MHz  14.5-5.5     Cmaster 2000   16.5-3.5   
+
+ 42 Mephisto Polgar  6502 5 MHz, 1971
+Dallas 68000      9-11      Roma 68000        8-14    Meph. Milano     10-10    
+Super Exp. C    9.5-10.5    Academy 5 MHz  11.5-10.5  Rex 2.3 20MHz   5.5-6.5   
+Amsterdam       4.5-4.5     Meph. Mega IV  14.5-5.5   Maestro D 10   22.5-17.5  
+Super Exp. B     10-10      Travel Master  10.5-9.5   Mephisto MM 4  33.5-9.5   
+Psion Atari      26-6       Sphinx Galaxy    15-9     Avant Garde    17.5-2.5   
+Super Exp. A   20.5-17.5    Rebell 5 MHz   15.5-4.5   Stratos 6 MHz    14-6     
+Super Mondial    16-4       Plymate 5.5    27.5-4.5   Simultano C    15.5-4.5   
+Excellence 4   13.5-6.5     Super Nova     17.5-2.5   Super Const.     19-1     
+Chesscard 5      18-2       Elite A/S 3.2     3-2     Conchess 2MHz    19-1     
+Cmaster 2000     20-4       
+
+ 43 Mephisto Dallas  68000 12 MHz, 1971, (1866 vs humans, 15 games)
+Amsterdam      15.5-14.5    Meph. Mega IV  14.5-9.5   Excel Mach 2c  14.5-5.5   
+Maestro D 10    3.5-2.5     Mephisto MM 4  42.5-26.5  Psion Atari      14-6     
+Sphinx Galaxy  13.5-6.5     Excel Mach 2a  13.5-6.5   Excel Club     13.5-6.5   
+Avant Garde    11.5-8.5     Super Exp. A   17.5-5.5   Par Excell.    40.5-18.5  
+Rebell 5 MHz   15.5-4.5     Stratos 6 MHz  18.5-1.5   Forte B          59-23    
+Super Mondial  19.5-4.5     Plymate 5.5      33-4     Maestro A  6   13.5-6.5   
+Forte A        14.5-5.5     Excellence 4     20-7     Expert 4 MHz   38.5-11.5  
+Turbostar 432  27.5-7.5     Excellence 3   16.5-3.5   Super Const.     59-11    
+Superstar 36K    18-2       Conchess 2MHz    15-5     Quattro 4 MHz  15.5-4.5   
+
+ 44 Mephisto Roma  68000 12 MHz, 1967
+Super Exp. C   16.5-21.5    Academy 5 MHz  11.5-8.5   Rex 2.3 20MHz   3.5-7.5   
+Maestro B 18    0.5-2.5     Meph. Mega IV    17-6     Excel Mach 2c  20.5-19.5  
+Super Exp. B      4-3       Kasp. GK-2000  13.5-6.5   Mephisto MM 4    19-9     
+Psion Atari      27-8       Sphinx Galaxy    13-8     Excel Mach 2a    12-12    
+Turboking II   12.5-7.5     Plym Victoria    13-7     Excel Club       16-4     
+Mega IV  BF      14-6       Avant Garde    20.5-6.5   Super Exp. A     19-5     
+Par Excell.    25.5-3.5     Rebell 5 MHz   16.5-4.5   Stratos 6 MHz    36-26    
+Forte B          45-15      Super Mondial  14.5-6.5   Plymate 5.5      13-7     
+Maestro A  6   17.5-2.5     Forte A           7-1     Simultano C    11.5-5.5   
+Excellence 4     17-3       Expert 4 MHz      1-1     Turbostar 432  17.5-4.5   
+Excellence 3     36-9       Super Const.   56.5-7.5   Superstar 36K    19-1     
+Conchess 2MHz  17.5-2.5     Quattro 4 MHz  18.5-1.5   Cmaster 2000    3.5-0.5   
+
+ 45 Zarkov 2.6 386/25-33 MHz, 1966
+Super Exp. B    6.5-3.5     Kasp. GK-2000    12-8     Plym Victoria     4-3     
+Par Excell.     4.5-2.5     Super Mondial     1-0     Chesscard 5       7-1     
+
+ 46 Mephisto Milano  6502  5 MHz, 1955
+Super Exp. C    8.5-11.5    Meph. Mega IV  15.5-14.5  Kasp. GK-2000   7.5-3.5   
+Mephisto MM 4  13.5-6.5     Meph. Modena     11-9     Psion Atari    15.5-4.5   
+Sphinx Galaxy   7.5-1.5     Plym Victoria  12.5-7.5   Super Exp. A     15-5     
+Stratos 6 MHz  12.5-7.5     Super Mondial    16-4     Plymate 5.5      12-8     
+Simultano C      14-6       Elite A/S 3.2  17.5-2.5   
+
+ 47 Novag Super Expert C  6502 6 MHz Sel 5, 1954, (1996 vs humans, 15 games)
+Academy 5 MHz    12-8       Rex 2.3 20MHz   0.5-0.5   Meph. Mega IV  11.5-10.5  
+Excel Mach 2c    19-11      Maestro D 10    8.5-11.5  Mephisto MM 4  11.5-7.5   
+Meph. Modena     13-7       Psion Atari    14.5-5.5   Sphinx Galaxy    21-12    
+Turboking II     11-9       Plym Victoria    11-9     Excel Club       11-5     
+Avant Garde      13-7       Super Exp. A   10.5-9.5   Rebell 5 MHz   10.5-11.5  
+Stratos 6 MHz  13.5-6.5     Super Mondial  15.5-4.5   Plymate 5.5     8.5-11.5  
+Simultano C      13-7       Excellence 4   14.5-5.5   Expert 4 MHz     15-5     
+Excellence 3      6-4       Super Nova       16-4     Super Const.   36.5-9.5   
+Elite A/S 3.2  13.5-6.5     Superstar 36K  18.5-1.5   Conchess 2MHz  15.5-4.5   
+Cmaster 2000   19.5-1.5     Const. 2 MHz    9.5-0.5   
+
+ 48 Mephisto Academy  6502 5 MHz, 1940, (2057 vs humans, 21 games)
+Amsterdam        12-12      Meph. Mega IV    22-11    Excel Mach 2c  12.5-7.5   
+Maestro D 10     17-23      Super Exp. B     14-6     Mephisto MM 4     5-3     
+Psion Atari      14-6       Sphinx Galaxy  17.5-24.5  Turboking II     12-8     
+Plym Victoria  13.5-6.5     Excel Club       21-19    Avant Garde      13-7     
+Super Exp. A   15.5-8.5     Rebell 5 MHz   14.5-5.5   Stratos 6 MHz  12.5-7.5   
+Super Mondial    12-8       Plymate 5.5    13.5-6.5   Forte A        12.5-7.5   
+Simultano C      34-11      Excellence 4   16.5-3.5   Super Nova       14-6     
+Conchess 4MHz     1-0       Elite A/S 3.2  14.5-5.5   Superstar 36K    16-4     
+Champion 2175    16-4       Conchess 2MHz     6-0     Cmaster 2000     13-2     
+
+ 49 Rex Chess 2.3  80386 16-20 MHz, 1928
+Super Exp. B      2-1       Mephisto MM 4    11-6     Sphinx Galaxy  24.5-15.5  
+Excel Club      9.5-4.5     Simultano C       8-11    
+
+ 50 Saitek Leonardo Maestro B 6502 18 MHz, 1925
+Meph. Mega IV   3.5-3.5     Psion Atari       7-5     Excel Club     12.5-7.5   
+Rebell 5 MHz     12-8       Forte B        12.5-6.5   Plymate 5.5      15-9     
+
+ 51 Mephisto Amsterdam  68000 12 MHz, 1924
+Meph. Mega IV    10-10      Excel Mach 2c  12.5-12.5  Expert 16 MHz  10.5-9.5   
+Super Exp. B      1-2       Mephisto MM 4  12.5-9.5   Psion Atari     9.5-10.5  
+Sphinx Galaxy    13-7       Excel Club       31-23    Avant Garde    96.5-58.5  
+Super Exp. A     13-7       Par Excell.      28-12    Rebell 5 MHz   12.5-7.5   
+Stratos 6 MHz    13-7       Forte B        11.5-8.5   Super Mondial    13-7     
+Plymate 5.5      22-7       Maestro A  6   12.5-7.5   Forte A          41-24    
+Excellence 4   15.5-4.5     Expert 4 MHz      5-3     Mephisto MM 2     9-1     
+Turbostar 432    20-11      Excellence 3   17.5-4.5   Super Const.     62-16    
+Mephisto B&P    3.5-0.5     Prestige 4MHz     3-0     Quattro 4 MHz  16.5-3.5   
+
+ 52 Mephisto Mega IV  6502 4.9 MHz, 1916, (1866 vs humans, 28 games)
+Excel Mach 2c  16.5-16.5    Maestro D 10     13-22    Super Exp. B     13-7     
+Mephisto MM 4   9.5-10.5    Meph. Modena     12-8     Psion Atari       9-11    
+Sphinx Galaxy    17-13      Turboking II      9-11    Plym Victoria  13.5-6.5   
+Excel Club     11.5-8.5     Avant Garde    13.5-9.5   Super Exp. A     12-8     
+Rebell 5 MHz     20-10      Stratos 6 MHz  12.5-7.5   Forte B          52-26    
+Super Mondial   9.5-10.5    Plymate 5.5      17-5     Forte A        13.5-6.5   
+Simultano C    30.5-4.5     Excellence 4   20.5-3.5   Expert 4 MHz   14.5-5.5   
+Turbostar 432    15-5       Excellence 3     19-9     Super Nova      7.5-2.5   
+Super Const.   14.5-5.5     Elite A/S 3.2  20.5-4.5   Superstar 36K    17-3     
+Champion 2175     2-0       Quattro 4 MHz   9.5-0.5   Cmaster 2000      3-1     
+Const. 2 MHz   18.5-0.5     
+
+ 53 Fidelity Excel Mach IIc  68000 12 MHz, 1915
+Mephisto MM 4    13-15      Psion Atari    16.5-3.5   Sphinx Galaxy    13-7     
+Excel Club       29-16      Avant Garde    15.5-6.5   Super Exp. A   21.5-20.5  
+Par Excell.     6.5-3.5     Rebell 5 MHz     12-8     Stratos 6 MHz    14-6     
+Forte B        16.5-3.5     Super Mondial  12.5-7.5   Plymate 5.5      22-10    
+Forte A          27-13      Excellence 4     12-8     Expert 4 MHz   13.5-6.5   
+Turbostar 432    17-3       Excellence 3     13-7     Super Const.   19.5-10.5  
+Elite A/S 3.2    17-3       Superstar 36K  16.5-3.5   
+
+ 54 Saitek Maestro D  6502 10 MHz, 1914, (1722 vs humans, 18 games)
+Mephisto MM 4    14-26      Psion Atari      13-7     Sphinx Galaxy    22-18    
+Super Exp. A   26.5-16.5    Rebell 5 MHz     24-13    Stratos 6 MHz  25.5-14.5  
+Super Mondial  17.5-22.5    Plymate 5.5      23-17    Simultano C    15.5-4.5   
+Excellence 4   13.5-6.5     Turbostar 432   2.5-0.5   Super Const.   14.5-5.5   
+Elite A/S 3.2  16.5-3.5     Superstar 36K  17.5-2.5   
+
+ 55 Novag Expert Turbo Kit 6502 16 MHz, 1906
+Avant Garde      12-8       Rebell 5 MHz   10.5-9.5   Super Mondial    11-9     
+Plymate 5.5    14.5-5.5     Turbostar 432    16-4     
+
+ 56 Novag Super Expert B 6502 6 MHz sel 4, 1904, (1892 vs humans, 9 games)
+Mephisto MM 4     8-12      CM3000 386/33     1-3     Psion Atari    10.5-9.5   
+Sphinx Galaxy    14-6       Avant Garde     0.5-0.5   Super Exp. A     13-7     
+Rebell 5 MHz   10.5-9.5     Stratos 6 MHz  13.5-6.5   Super Mondial    13-7     
+Plymate 5.5      15-5       Simultano C    21.5-9.5   Excellence 4     11-9     
+Excellence 3    3.5-1.5     Chesscard 5     8.5-1.5   Super VIP      15.5-4.5   
+Elite A/S 3.2    13-7       Conchess 2MHz     4-1     Const. 2 MHz      1-0     
+
+ 57 Kasparov GK-2000   H8 10 MHz, 1904
+Meph. Modena   12.5-7.5     Psion Atari      14-6     Turboking II     11-9     
+Rebell 5 MHz     12-8       Chesspl. 2150    14-6     
+
+ 59 Mephisto MM 4  6502 5 MHz, 1901
+Psion Atari    19.5-16.5    Sphinx Galaxy    11-9     Excel Mach 2a  12.5-7.5   
+Turboking II    5.5-4.5     Plym Victoria    10-10    Excel Club       11-10    
+Avant Garde      12-10      Super Exp. A     31-13    Par Excell.    12.5-7.5   
+Rebell 5 MHz     16-4       Stratos 6 MHz    18-9     Forte B        14.5-5.5   
+Super Mondial    13-7       Plymate 5.5    28.5-11.5  Maestro A  6     12-8     
+Forte A        13.5-6.5     Simultano C    11.5-8.5   Excellence 4   11.5-8.5   
+Expert 4 MHz   13.5-6.5     Turbostar 432  13.5-6.5   Excellence 3   16.5-3.5   
+Super Const.     17-3       Mephisto B&P    6.5-3.5   Elite A/S 3.2    17-3     
+Superstar 36K  13.5-6.5     Quattro 4 MHz  14.5-5.5   Cmaster 2000   15.5-1.5   
+Super Enterp.    21-5       Turbo S 24K       4-0     
+
+ 60 Chessmaster 3000 386/25-33 MHz, 1900
+Super Mondial     2-2       Chesscard 5       8-4     
+
+ 61 Mephisto Modena 6502 4 MHz, 1886
+Mega IV  BF     2.5-2.5     Super Mondial    13-7     Plymate 5.5      14-6     
+Simultano C    10.5-9.5     Meph. Europa   15.5-4.5   Elite A/S 3.2    17-3     
+
+ 62 Psion Atari  68000 8 MHz, 1880, (1947 vs humans, 5 games)
+Sphinx Galaxy    10-10      Excel Mach 2a  13.5-6.5   Turboking II      9-12    
+Plym Victoria    15-5       Excel Club     32.5-18.5  Avant Garde    13.5-7.5   
+Super Exp. A   13.5-11.5    Par Excell.    12.5-7.5   Rebell 5 MHz     19-8     
+Stratos 6 MHz    16-20      Forte B          13-7     Super Mondial    15-5     
+Plymate 5.5      13-9       Maestro A  6     18-14    Forte A        10.5-9.5   
+Excellence 4   19.5-9.5     Expert 4 MHz     20-9     Turbostar 432  14.5-5.5   
+Excellence 3   22.5-9.5     Kasp. Blitz      14-6     Super Const.     19-4     
+Chesspl. 2150     9-6       Mephisto B&P      3-1     Chesscard 5       8-5     
+Super VIP        10-0       Superstar 36K    17-3     Champion 2175   6.5-0.5   
+Conchess 2MHz  15.5-4.5     Quattro 4 MHz  15.5-4.5   Cmaster 2000      2-0     
+Const. 2 MHz      1-0       Super Enterp.  18.5-1.5   
+
+ 63 CXG Sphinx Galaxy  6502 4 MHz, 1875, (1999 vs humans, 28 games)
+Turboking II      8-12      Plym Victoria  11.5-8.5   Mega IV  BF     4.5-2.5   
+Avant Garde      12-8       Rebell 5 MHz     10-10    Stratos 6 MHz    27-12    
+Super Mondial    17-3       Plymate 5.5    11.5-8.5   Maestro A  6    1.5-1.5   
+Forte A         4.5-3.5     Simultano C    35.5-24.5  Excellence 4    3.5-1.5   
+Expert 4 MHz   10.5-9.5     Excellence 3      8-4     Kasp. Blitz    11.5-8.5   
+Chesspl. 2150  13.5-6.5     Super VIP         5-0     Elite A/S 3.2    17-3     
+Cmaster 2100     15-5       Champion 2175   8.5-11.5  Conchess 2MHz  23.5-9.5   
+Const. 3.6MHz  12.5-5.5     Super Enterp.     3-0     
+
+ 64 Fidelity Excel Mach IIa  68000 12 MHz, 1875
+Avant Garde     9.5-10.5    Rebell 5 MHz   12.5-7.5   Plymate 5.5      14-8     
+Maestro A  6     15-5       Excellence 3   13.5-6.5   
+
+ 65 Saitek Turboking II  6502 5 MHz, 1872
+Plym Victoria  10.5-9.5     Super Exp. A   12.5-7.5   Rebell 5 MHz     10-10    
+Stratos 6 MHz  12.5-7.5     Super Mondial  10.5-9.5   Plymate 5.5      12-8     
+Simultano C    12.5-7.5     Excellence 4   10.5-9.5   Super Nova       12-8     
+Super Const.     15-5       Elite A/S 3.2    13-7     Cmaster 2100     15-5     
+Superstar 36K    16-4       Champion 2175  16.5-3.5   Cmaster 2000   15.5-4.5   
+
+ 66 Conchess Plymate Victoria 6502 5.5 MHz, 1862, (1841 vs humans, 7 games)
+Mega IV  BF     9.5-10.5    Super Exp. A   11.5-8.5   Rebell 5 MHz     11-9     
+Stratos 6 MHz    10-10      Super Mondial    11-9     Plymate 5.5      14-6     
+Maestro A  6      7-3       Simultano C      11-9     Excellence 4    0.5-0.5   
+Chesscard 5    16.5-3.5     Elite A/S 3.2  18.5-1.5   Superstar 36K  14.5-5.5   
+Cmaster 2000     17-3       
+
+ 67 Fidelity Excel Club  68000 12 MHz, 1854, (1774 vs humans, 6 games)
+Avant Garde      27-23      Super Exp. A     11-15    Rebell 5 MHz   11.5-8.5   
+Stratos 6 MHz  13.5-6.5     Forte B        10.5-9.5   Super Mondial    10-10    
+Plymate 5.5      18-6       Maestro A  6   13.5-6.5   Forte A        31.5-18.5  
+Excellence 4     16-10      Expert 4 MHz     18-6     Turbostar 432  47.5-31.5  
+Excellence 3     15-5       Super Const.   12.5-7.5   Elite A/S 3.2  17.5-2.5   
+Superstar 36K  13.5-6.5     Conchess 2MHz    15-5     Quattro 4 MHz  14.5-5.5   
+Cmaster 2000    7.5-3.5     Const. 2 MHz      2-0     Super Enterp.     7-1     
+
+ 68 Mephisto Mega IV Brute Force, 1840
+Super Exp. A    8.5-11.5    Rebell 5 MHz     11-9     Stratos 6 MHz   6.5-13.5  
+Super Mondial    12-8       Simultano C      11-9     Expert 4 MHz    8.5-3.5   
+Super Const.   16.5-6.5     Elite A/S 3.2    22-3     
+
+ 69 Fidelity Avant Garde  6502 5 MHz, 1832
+Super Exp. A    8.5-11.5    Par Excell.    20.5-20.5  Rebell 5 MHz     10-10    
+Stratos 6 MHz    12-10      Forte B          11-9     Super Mondial    11-9     
+Plymate 5.5      19-17      Maestro A  6      9-11    Forte A        21.5-17.5  
+Excellence 4     13-7       Expert 4 MHz     50-35    Plymate 4 MHz  14.5-10.5  
+Turbostar 432    20-9       Excellence 3     14-7     Super Const.   23.5-8.5   
+Elite A/S 3.2     6-4       Superstar 36K    16-5     Conchess 2MHz  15.5-4.5   
+Quattro 4 MHz  15.5-4.5     Cmaster 2000   15.5-4.5   Const. 2 MHz     18-2     
+
+ 70 Novag Super Expert/Forte A 6502 5 MHz, 1831, (1718 vs humans, 9 games)
+Rebell 5 MHz   10.5-9.5     Stratos 6 MHz     7-15    Super Mondial     8-12    
+Plymate 5.5    12.5-27.5    Maestro A  6     10-10    Simultano C      10-10    
+Excellence 4     32-30      Turbostar 432    15-5     Excellence 3     14-6     
+Kasp. Blitz      14-6       Super Const.     14-6     Elite A/S 3.2  15.5-4.5   
+Superstar 36K  19.5-5.5     Champion 2175    12-8     Conchess 2MHz    14-6     
+Quattro 4 MHz  15.5-4.5     
+
+ 71 Fidelity Par Excellence  6502 5 MHz, 1829
+Rebell 5 MHz     21-14      Forte B          15-7     Super Mondial  11.5-8.5   
+Plymate 5.5    46.5-41.5    Maestro A  6     10-10    Forte A        47.5-37.5  
+Excellence 4   17.5-12.5    Expert 4 MHz     19-15    Plymate 4 MHz   5.5-4.5   
+Mephisto MM 2  10.5-9.5     Turbostar 432  12.5-7.5   Excellence 3   11.5-8.5   
+Super Nova        8-2       Super Const.   44.5-25.5  Chesscard 5       2-4     
+Elite A/S 3.2    16-4       Superstar 36K  16.5-3.5   Conchess 2MHz    16-4     
+Quattro 4 MHz  16.5-3.5     Const. 3.6MHz    13-7     Turbo S 24K       7-1     
+
+ 72 Mephisto Rebell  6502 5 MHz, 1821
+Stratos 6 MHz  12.5-7.5     Forte B        20.5-23.5  Super Mondial    13-7     
+Plymate 5.5    12.5-8.5     Maestro A  6   13.5-8.5   Forte A          14-11    
+Simultano C      11-13      Excellence 4    9.5-10.5  Expert 4 MHz     10-10    
+Turbostar 432  10.5-9.5     Excellence 3     14-6     Super Nova     14.5-10.5  
+Super Const.   10.5-9.5     Chesspl. 2150    14-6     Mephisto B&P      2-0     
+Meph. Europa      5-1       Elite A/S 3.2    12-8     Superstar 36K  14.5-5.5   
+Conchess 2MHz  13.5-6.5     Quattro 4 MHz  13.5-6.5   
+
+ 73 Saitek Stratos/Analys B  6502 6 MHz, 1817
+Forte B           8-12      Super Mondial    11-9     Plymate 5.5     8.5-11.5  
+Forte A           3-0       Simultano C      10-10    Excellence 4     11-10    
+Expert 4 MHz      6-14      Turbostar 432   7.5-4.5   Excellence 3     14-7     
+Kasp. Blitz       9-3       Super Nova       14-6     Super Const.     13-7     
+Chesscard 5       2-1       Meph. Europa      2-1     Super VIP       9.5-10.5  
+Elite A/S 3.2    14-6       Superstar 36K    11-9     Conchess 2MHz     4-0     
+Quattro 4 MHz    16-4       Cmaster 2000   14.5-5.5   Const. 2 MHz      6-3     
+
+ 74 Novag Forte B  6502 5 MHz, 1813, (1861 vs humans, 28 games)
+Super Mondial  11.5-8.5     Plymate 5.5      25-24    Maestro A  6    9.5-10.5  
+Excellence 4   14.5-11.5    Expert 4 MHz    0.5-2.5   Elegance 3.6      3-2     
+Turbostar 432  12.5-7.5     Excellence 3     14-6     Super Nova      1.5-0.5   
+Super Const.     11-9       Meph. Europa   15.5-4.5   Elite A/S 3.2  14.5-5.5   
+Superstar 36K    13-7       Conchess 2MHz  30.5-11.5  Quattro 4 MHz  16.5-3.5   
+
+ 75 Mephisto Super Mondial  6502 4 MHz, 1812
+Plymate 5.5    11.5-16.5    Maestro A  6     11-9     Forte A           8-12    
+Simultano C    14.5-5.5     Excellence 4    7.5-12.5  Expert 4 MHz     12-8     
+Turbostar 432   8.5-11.5    Excellence 3      9-11    Kasp. Blitz      10-10    
+Super Const.     10-10      Chesspl. 2150    15-5     Chesscard 5      15-5     
+Elite A/S 3.2    14-6       Cmaster 2100   15.5-4.5   Superstar 36K    14-6     
+Conchess 2MHz    16-4       Quattro 4 MHz  15.5-4.5   
+
+ 76 Conchess Glasgow 6 MHz, 1812
+Super Const.    3.5-1.5     Elite A/S 3.2   8.5-3.5   Const. 2 MHz      9-3     
+Mephisto III6    11-1       
+
+ 77 Conchess Plymate  6502 5.5 MHz, 1808
+Maestro A  6     14-17      Forte A          47-47    Simultano C       8-11    
+Excellence 4  113.5-96.5    Expert 4 MHz     13-9     Mephisto MM 2     2-0     
+Elegance 3.6    5.5-4.5     Turbostar 432  20.5-14.5  Excellence 3   14.5-14.5  
+Super Nova      9.5-10.5    Super Const.   24.5-7.5   Super VIP        12-8     
+Elite A/S 3.2  12.5-7.5     Superstar 36K    11-9     Champion 2175     4-0     
+Prestige 4MHz     4-1       Conchess 2MHz  15.5-4.5   Quattro 4 MHz    11-9     
+Cmaster 2000   20.5-4.5     Const. 3.6MHz  21.5-4.5   Const. 2 MHz   14.5-5.5   
+Sargon III 1M     1-0       Super Enterp.  18.5-1.5   
+
+ 78 Saitek Leonardo Maestro A  6502 6 MHz, 1807, (1896 vs humans, 9 games)
+Forte A           8-13      Excellence 4     13-9     Turbostar 432    11-10    
+Excellence 3   10.5-9.5     Super Const.     13-7     Superstar 36K  14.5-5.5   
+Conchess 2MHz    16-4       Quattro 4 MHz    13-7     Cmaster 2000      1-0     
+
+ 79 Novag Forte A  6502 5 MHz, 1806
+Excellence 4   21.5-29.5    Plymate 4 MHz     7-3     Mephisto MM 2  10.5-9.5   
+Elegance 3.6    8.5-11.5    Turbostar 432  19.5-14.5  Excellence 3   10.5-12.5  
+Super Const.   21.5-11.5    Elite A/S 3.2  16.5-3.5   Superstar 36K  15.5-4.5   
+Conchess 2MHz    13-7       Quattro 4 MHz    18-4     Cmaster 2000    3.5-2.5   
+Const. 3.6MHz    16-4       Const. 2 MHz     15-3     Super Enterp.  16.5-3.5   
+
+ 80 Saitek Simultano/Corona C  6502 5 MHz, 1806
+Excellence 4   14.5-10.5    Kasp. Blitz      11-9     Super Nova      6.5-3.5   
+Meph. Europa      2-0       Elite A/S 3.2  22.5-17.5  Cmaster 2100     14-6     
+Superstar 36K  11.5-3.5     
+
+ 81 Fidelity Excellence  6502 4 MHz, 1798
+Expert 4 MHz     24-22      Plymate 4 MHz    15-14    Mephisto MM 2    12-8     
+Turbostar 432    39-39      Excellence 3   12.5-7.5   Kasp. Blitz      13-7     
+Super Nova     12.5-7.5     Super Const.   20.5-9.5   Conchess 4MHz    17-7     
+Mephisto B&P    0.5-2.5     Super VIP      15.5-4.5   Elite A/S 3.2    13-7     
+Superstar 36K  12.5-8.5     Champion 2175    16-4     Conchess 2MHz    17-3     
+Quattro 4 MHz    13-7       Cmaster 2000   17.5-2.5   Const. 3.6MHz    24-4     
+Const. Primo    5.5-2.5     Const. 2 MHz      2-0     
+
+ 82 Novag Expert  6502 4 MHz, 1784
+Plymate 4 MHz   5.5-14.5    Mephisto MM 2     4-6     Elegance 3.6   11.5-8.5   
+Turbostar 432    11-9       Excellence 3     22-13    Super Nova      5.5-5.5   
+Super Const.   16.5-12.5    Conchess 4MHz   4.5-2.5   Chesspl. 2150   1.5-1.5   
+Mephisto B&P      2-0       Superstar 36K    11-9     Conchess 2MHz    14-6     
+Quattro 4 MHz     3-1       Const. 3.6MHz  13.5-6.5   Const. Primo   10.5-2.5   
+Super Enterp.    10-1       
+
+ 83 Conchess Plymate  6502 4 MHz, 1775
+Elegance 3.6     25-22      Turbostar 432   9.5-10.5  Excellence 3   11.5-8.5   
+Super Const.   38.5-27.5    Elite A/S 3.2    10-10    Superstar 36K    13-7     
+Meph. Excl. S   7.5-2.5     Conchess 2MHz    11-9     Const. 3.6MHz  16.5-9.5   
+
+ 84 Mephisto MM 2  6502 3.7 MHz, 1769
+Turbostar 432  16.5-19.5    Excellence 3    7.5-8.5   Super Const.    8.5-6.5   
+Elite A/S 3.2     9-5       Superstar 36K  15.5-4.5   Const. 3.6MHz    14-6     
+Const. 2 MHz      4-1       
+
+ 85 Fidelity Elegance  6502 3.6 MHz, 1761
+Turbostar 432  16.5-13.5    Excellence 3    0.5-1.5   Super Const.      9-8     
+Conchess 4MHz  28.5-23.5    Elite A/S 3.2  11.5-3.5   Meph. Excl. S     8-5     
+Conchess 2MHz   7.5-4.5     Const. 3.6MHz  17.5-6.5   Const. 2 MHz     14-6     
+Super Enterp.  10.5-1.5     Sensory 9 A     3.5-0.5   Steinitz          3-1     
+Mephisto IIIM     4-0       Mephisto II 6     4-0     Chess 2001      2.5-1.5   
+Scisys supers     4-0       Mephisto III6   3.5-0.5   Conchess -82    2.5-1.5   
+Mark VI         3.5-0.5     Morphy            3-1     
+
+ 86 Saitek Turbostar 432  6502 4 MHz, 1759
+Excellence 3     13-12      Super Const.   31.5-29.5  Conchess 4MHz    10-9     
+Mephisto B&P   17.5-9.5     Elite A/S 3.2    15-5     Superstar 36K    10-10    
+Meph. Excl. S     3-2       Prestige 4MHz     7-4     Conchess 2MHz    12-8     
+Quattro 4 MHz    12-8       Const. 3.6MHz  14.5-7.5   Const. 2 MHz     18-7     
+Sargon III 1M   1.5-0.5     Super Enterp.    17-3     Scisys supers     0-1     
+Mephisto III6  18.5-1.5     Turbo S 24K       2-1     GMC               1-0     
+
+ 87 Fidelity Excellence  6502 3 MHz, 1753, (1578 vs humans, 5 games)
+Super Nova        0-1       Super Const.   30.5-21.5  Conchess 4MHz  14.5-10.5  
+Mephisto B&P      4-5       Super VIP       6.5-2.5   Elite A/S 3.2  14.5-5.5   
+Superstar 36K  13.5-6.5     Conchess 2MHz  15.5-11.5  Quattro 4 MHz    15-5     
+Const. 3.6MHz    21-11      Const. Primo     15-5     Const. 2 MHz     22-4     
+Sargon III 1M     1-1       Super Enterp.    14-8     
+
+ 88 Saitek Kasparov Blitz, 1736
+Super Nova      9.5-10.5    Super Enterp.    21-9     
+
+ 89 Novag Super Nova, 1732
+Super Const.   10.5-9.5     Meph. Europa     11-9     Conchess 2MHz    13-7     
+Const. 2 MHz     13-7       Super Enterp.  10.5-9.5   
+
+ 90 Novag Super Constellation  6502 4 MHz, 1728, (1555 vs humans, 9 games)
+Conchess 4MHz    46-44      Chesspl. 2150     1-0     Mephisto B&P    9.5-7.5   
+Chesscard 5    13.5-7.5     Super VIP         5-5     Elite A/S 3.2    10-3     
+Superstar 36K  11.5-9.5     Champion 2175  13.5-6.5   Meph. Excl. S  10.5-5.5   
+Prestige 4MHz   9.5-10.5    Conchess 2MHz  12.5-11.5  Quattro 4 MHz  14.5-5.5   
+Const. 3.6MHz  19.5-5.5     Const. Primo    0.5-0.5   Const. 2 MHz     26-11    
+Sargon III 1M     9-3       Meph. Mondial    10-4     Super Enterp.  10.5-1.5   
+Sensory 9 A     4.5-1.5     Steinitz          4-0     Mephisto IIIM    16-1     
+Mephisto II 6     4-0       Chess 2001      2.5-1.5   Scisys supers   3.5-1.5   
+Mephisto III6    21-5       Conchess -82      3-1     GMC             4.5-0.5   
+Mark VI           4-0       Mark V          9.5-0.5   Morphy            4-0     
+
+ 91 Conchess Glasgow  6502 4 MHz, 1712
+Elite A/S 3.2   8.5-6.5     Superstar 36K     6-8     Meph. Excl. S     6-7     
+Prestige 4MHz    27-12      Const. 3.6MHz  10.5-9.5   Const. 2 MHz    8.5-2.5   
+Super Enterp.   5.5-4.5     Scisys supers     1-0     GMC               1-0     
+
+ 92 Chessplayer 2150 Atari/Amiga, 1709
+Conchess 2MHz  11.5-8.5     Const. Primo      0-1     
+
+ 94 The Final Chesscard  6502 5 MHz, 1695
+Const. 2 MHz    5.5-0.5     
+
+ 95 Mephisto Europa, 1685
+Elite A/S 3.2  10.5-9.5     Superstar 36K   9.5-10.5  Conchess 2MHz  13.5-6.5   
+Const. 2 MHz    7.5-6.5     Super Enterp.    14-6     
+
+ 96 Novag Super VIP, 1684
+Elite A/S 3.2    12-8       Conchess 2MHz     5-15    
+
+ 97 Fidelity Elite A/S  6502 3.2 MHz, 1677
+Superstar 36K  11.5-8.5     Meph. Excl. S   1.5-1.5   Conchess 2MHz  11.5-8.5   
+Quattro 4 MHz  11.5-8.5     Const. 3.6MHz  12.5-16.5  Const. Primo     11-9     
+Const. 2 MHz      7-5       Sensory 9 B       3-1     Sensory 9 A      41-13    
+Steinitz         28-9       Mephisto IIIM     7-3     Mephisto II 6  11.5-3.5   
+Chess 2001      9.5-0.5     Scisys supers  11.5-1.5   Mephisto III6  17.5-3.5   
+Turbo S 24K      15-5       Conchess -82      7-1     GMC               1-0     
+Mark VI           7-1       Morphy          8.5-0.5   Boris 2.5         0-1     
+
+ 99 Saitek Superstar 36K  6502 2 MHz, 1675
+Conchess 2MHz  11.5-8.5     Quattro 4 MHz  11.5-11.5  Cmaster 2000    9.5-10.5  
+Const. 3.6MHz  16.5-13.5    Const. Primo    9.5-10.5  Const. 2 MHz     11-9     
+Meph. Mondial  10.5-9.5     Turbo 16K        15-5     Mephisto III6   2.5-1.5   
+
+ 100 Chess Champion 2175 Atari/Amiga, 1670
+Conchess 2MHz   7.5-12.5    Cmaster 2000    0.5-1.5   
+
+ 101 Mephisto Exclusive S, 1670
+Conchess 2MHz     2-2       Const. 3.6MHz   8.5-6.5   Scisys supers     1-0     
+GMC               1-0       
+
+ 102 Fidelity Prestige  6502 4 MHz, 1665
+Conchess 2MHz   3.5-3.5     Const. 3.6MHz     5-5     Elite -81        11-11    
+Const. 2 MHz   15.5-6.5     Sensory 9 B       8-4     Sensory 9 A      28-6     
+Steinitz       10.5-3.5     Mephisto II 6    52-12    Chess 2001        2-0     
+Scisys supers   8.5-3.5     Mephisto III6     2-0     Conchess -82     14-4     
+Champion chal   4.5-2.5     Mark VI          23-1     Mark V          8.5-1.5   
+Morphy            3-0       
+
+ 103 Conchess Glasgow  6502 2 MHz, 1663
+Quattro 4 MHz     7-13      Cmaster 2000      8-12    Const. 3.6MHz   8.5-13.5  
+Const. Primo   11.5-8.5     Const. 2 MHz   12.5-7.5   Meph. Mondial   1.5-4.5   
+Super Enterp.  12.5-7.5     Mephisto IIIM   1.5-0.5   Turbo S 24K      16-4     
+GMC               2-0       
+
+ 104 Novag Quattro  6502 4 MHz, 1659
+Cmaster 2000      9-11      Const. 3.6MHz    12-8     Const. Primo     11-9     
+Super Enterp.  14.5-6.5     
+
+ 106 Novag Constellation  6502 3.6 MHz, 1644
+Const. 2 MHz     20-14      Meph. Mondial   9.5-6.5   Super Enterp.     1-1     
+Sensory 9 B       1-1       Sensory 9 A       3-1     Steinitz        2.5-1.5   
+Mephisto IIIM  21.5-8.5     Mephisto II 6     4-0     Turbo 16K        16-4     
+Chess 2001      5.5-0.5     Scisys supers   8.5-0.5   Turbo S 24K      15-5     
+Conchess -82      4-0       GMC             4.5-1.5   Mark VI           4-0     
+Morphy          3.5-0.5     
+
+ 107 Novag Constellation Primo, 1634
+Const. 2 MHz    3.5-2.5     Super Enterp.    13-7     
+
+ 108 Fidelity Elite -81, 1604
+Const. 2 MHz      4-6       Sensory 9 A      11-5     Steinitz          1-1     
+Mephisto II 6  21.5-10.5    Conchess -82     11-3     GMC              13-1     
+Mephisto II 3     9-1       Champion chal  11.5-3.5   Mark VI           1-1     
+Mark V          9.5-4.5     
+
+ 109 Novag Constellation  6502 2 MHz, 1596
+Sargon III 1M     1-1       Meph. Mondial    13-7     Super Enterp.    34-25    
+Sensory 9 B       8-6       Sensory 9 A      34-22    Steinitz         46-17    
+Mephisto IIIM    24-12      Mephisto II 6  26.5-10.5  Turbo 16K        16-4     
+Chess 2001       13-4       Scisys supers  33.5-20.5  Mephisto III6  15.5-8.5   
+Conchess -82   19.5-5.5     GMC               1-1     Mephisto II 3     1-0     
+Mark VI          14-2       Mark V            2-0     Morphy          3.5-1.5   
+Progidy           9-0       Boris 2.5         1-0     
+
+ 110 Sargon III 1 MHz, 1590
+Conchess -82    6.5-1.5     
+
+ 111 Mephisto Mondial, 1581
+Turbo 16K      11.5-8.5     Mephisto III6     3-1     
+
+ 112 CXG Super Enterprise, 1561
+Turbo 16K         5-5       Mephisto III6  10.5-3.5   Enterprise S    8.5-1.5   
+
+ 113 Fidelity Sensory 9 B, 1553
+Sensory 9 A       1-1       Mephisto IIIM     4-4     Scisys supers   7.5-4.5   
+Mephisto III6     1-1       Conchess -82    3.5-0.5   Mark VI           4-0     
+Morphy          3.5-0.5     
+
+ 114 Fidelity Sensory 9 A, 1494
+Steinitz         17-18      Mephisto IIIM  13.5-14.5  Mephisto II 6  40.5-29.5  
+Chess 2001        1-3       Scisys supers     2-2     Mephisto III6  10.5-4.5   
+Conchess -82   18.5-9.5     GMC            18.5-7.5   Mephisto II 3  28.5-11.5  
+Champion chal  15.5-6.5     Mark VI          10-7     Mark V         21.5-16.5  
+Morphy            1-0       Progidy           4-0     Boris 2.5         3-0     
+
+ 115 Steinitz, 1480, (1546 vs humans, 0 games)
+Mephisto IIIM     3-1       Mephisto II 6    20-17    Chess 2001        9-11    
+Scisys supers    16-8       Mephisto III6   3.5-1.5   Conchess -82    8.5-3.5   
+GMC            17.5-12.5    Mephisto II 3   3.5-1.5   Mark VI          10-8     
+Morphy          2.5-2.5     Boris 2.5         1-0     
+
+ 116 Mephisto III Modular, 1471
+Mephisto II 6     1-5       Chess 2001        2-4     Scisys supers     5-1     
+Mephisto III6     5-3       Conchess -82      2-2     GMC               3-1     
+Mark VI         7.5-4.5     Morphy            2-2     
+
+ 117 Mephisto II 6.1 MHz, 1470
+Chess 2001        2-2       Scisys supers     3-3     Mephisto III6     2-3     
+Conchess -82     24-16      GMC            13.5-4.5   Mephisto II 3    15-4     
+Champion chal     6-2       Mark VI          16-10    Mark V           29-9     
+Morphy            4-1       Progidy           3-2     Boris 2.5       1.5-1.5   
+
+ 119 Chess 2001, 1462
+Scisys supers     2-4       Mephisto III6     3-3     Conchess -82    1.5-2.5   
+Mark VI         2.5-1.5     Morphy            3-1     
+
+ 120 Scisys Superstar, 1454
+Mephisto III6   4.5-3.5     Conchess -82      2-2     GMC               1-0     
+Mark VI           3-1       Morphy          1.5-2.5   
+
+ 121 Mephisto III 6.1 MHz, 1452
+Conchess -82      4-0       Mark VI           3-1     Morphy            3-2     
+Boris 2.5         1-0       
+
+ 122 Saitek Turbo S 24K, 1431
+Champion chal     7-13      
+
+ 123 Conchess -82 2 MHz, 1408
+GMC               2-6       Mephisto II 3    13-5     Champion chal  14.5-11.5  
+Mark VI         3.5-4.5     Mark V         14.5-7.5   Morphy          9.5-4.5   
+Enterprise S     12-4       Boris 2.5       1.5-0.5   
+
+ 124 GMC, 1385
+Mephisto II 3    20-19      Champion chal    40-40    Mark V         37.5-27.5  
+Boris 2.5         2-0       
+
+ 125 Mephisto II 3.5 MHz, 1380
+Champion chal  28.5-14.5    Mark V         25.5-22.5  Morphy           42-28    
+Progidy         1.5-0.5     Boris 2.5        10-1     
+
+ 126 Champion Sensory Challenger, 1379
+Mark V           45-36      Morphy         12.5-11.5  Enterprise S    9.5-0.5   
+
+ 127 Mark VI, 1375
+Morphy            3-1       
+
+ 128 Mark V, 1352
+Morphy          6.5-5.5     Progidy           4-4     Boris 2.5       4.5-0.5   
+
+ 129 Morphy, 1334
+Boris 2.5      24.5-10.5    
+
+ 131 Enterprise S, 1182
+Boris 2.5         5-5       
+
diff --git a/programs/engine-intf.html b/programs/engine-intf.html
new file mode 100644
index 0000000..07a2976
--- /dev/null
+++ b/programs/engine-intf.html
@@ -0,0 +1,1895 @@
+<html>
+<head>
+<title>Chess Engine Communication Protocol</title>
+</head>
+
+<body>
+<hr noshade size="2">
+<h1>Chess Engine Communication Protocol</h1>
+<h2><a href="http://www.tim-mann.org/">Tim Mann</a></h2>
+<p>
+$Id: engine-intf.html,v 2.1 2003/10/27 19:21:00 mann Exp $<br>
+Version 2; implemented in xboard/WinBoard 4.2.1 and later.<br>
+Changes since version 1 are indicated in <font color=red>red</font>.
+<hr noshade size="2">
+
+<ul>
+<li><a href="#1">1. Introduction</a>
+<li><a href="#2">2. Connection</a>
+<li><a href="#3">3. Debugging</a>
+<li><a href="#4">4. How it got this way</a>
+<li><a href="#5">5. WinBoard requires Win32 engines</a>
+<li><a href="#6">6. Hints on input/output</a>
+<li><a href="#7">7. Signals</a>
+<li><a href="#8">8. Commands from xboard to the engine</a>
+<li><a href="#9">9. Commands from the engine to xboard</a>
+<li><a href="#10">10. Thinking Output</a>
+<li><a href="#11">11. Time control</a>
+<li><a href="#12">12. Analyze Mode</a>
+<li><a href="#13">13. Idioms and backward compatibility features</a>
+</ul>
+
+<hr noshade size="2">
+
+<h2><a name="1">1. Introduction</a></h2>
+
+<p>
+This document is a set of rough notes on the protocol that xboard and
+WinBoard use to communicate with gnuchessx and other chess engines.
+These notes may be useful if you want to connect a different chess
+engine to xboard.  Throughout the notes, "xboard" means both xboard
+and WinBoard except where they are specifically contrasted.
+</p>
+
+<p>
+There are two reasons I can imagine someone wanting to do this: 
+</p>
+<ol>
+<li>You have, or are developing, a chess engine but you don't want to
+write your own graphical interface. 
+<li>You have, or are developing,a chess engine, and you want to
+interface it to the Internet Chess Server.
+</ol>
+
+<p>
+In case (2), if you are using xboard, you will need to configure the
+"Zippy" code into it, but WinBoard includes this code already.  See
+the file <a
+href="http://www.tim-mann.org/xboard/zippy.README">zippy.README</a>
+in the xboard or WinBoard distribution for more information.
+
+</p>
+
+<p>
+These notes are unpolished, but I've attempted to make them complete
+in this release.  If you notice any errors, omissions, or misleading
+statements, let me know.
+</p>
+
+<p>
+I'd like to hear from everyone who is trying to interface their own
+chess engine to xboard/WinBoard.  Please join the mailing list for
+authors of xboard/WinBoard compatible chess engines and post a message
+about what you're doing.  The list is now hosted by Yahoo Groups; you
+can join at <a href="http://groups.yahoo.com/group/chess-engines"
+>http://groups.yahoo.com/group/chess-engines</a>, or you can read the
+list there without joining.  The list is filtered to prevent spam.
+</p>
+
+<h2><a name="2">2. Connection</a></h2>
+
+<p>
+An xboard chess engine runs as a separate process from xboard itself,
+connected to xboard through a pair of anonymous pipes.  The engine
+does not have to do anything special to set up these pipes.  xboard
+sets up the pipes itself and starts the engine with one pipe as its
+standard input and the other as its standard output.  The engine then
+reads commands from its standard input and writes responses to its
+standard output.  This is, unfortunately, a little more complicated to
+do right than it sounds; see <a href="#6">section 6</a> below.
+</p>
+
+<p>
+And yes, contrary to some people's expectations, exactly the same
+thing is true for WinBoard.  Pipes and standard input/output are
+implemented in Win32 and work fine.  You don't have to use DDE, COM,
+DLLs, BSOD, or any of the other infinite complexity that
+Microsoft has created just to talk between two programs.  A WinBoard
+chess engine is a Win32 console program that simply reads from its
+standard input and writes to its standard output.  See sections 
+<a href="#5">5</a> and <a href="#6">6</a> below for additional details.
+</p>
+
+<h2><a name="3">3. Debugging</a></h2>
+
+<p>
+To diagnose problems in your engine's interaction with xboard, use the
+-debug flag on xboard's command line to see the messages that are
+being exchanged.  In WinBoard, these messages are written to the file
+WinBoard.debug instead of going to the screen.
+</p>
+
+<p>
+You can turn debug mode on or off while WinBoard is running by
+pressing Ctrl+Alt+F12.  You can turn debug mode on or off while xboard
+is running by binding DebugProc to a shortcut key (and pressing the
+key!); see the instructions on shortcut keys in the xboard man page.
+</p>
+
+<p>
+While your engine is running under xboard/WinBoard, you can send a
+command directly to the engine by pressing Shift+1 (xboard) or Alt+1
+(WinBoard 4.0.3 and later).  This brings up a dialog that you can type
+your command into.  Press Shift+2 (Alt+2) instead to send to the
+second chess engine in Two Machines mode.  On WinBoard 4.0.2 and earlier,
+Ctrl+Alt is used in place of Alt; this had to be changed due to a conflict
+with typing the @-sign on some European keyboards.
+</p>
+
+<h2><a name="4">4. How it got this way</a></h2>
+
+<p>
+Originally, xboard was just trying to talk to the existing
+command-line interface of GNU Chess 3.1+ and 4, which was designed
+for people to type commands to.  So the communication protocol is very
+ad-hoc.  It might have been good to redesign it early on, but because
+xboard and GNU Chess are separate programs, I didn't want to force
+people to upgrade them together to versions that matched.  I
+particularly wanted to keep new versions of xboard working with old
+versions of GNU Chess, to make it easier to compare the play of old
+and new gnuchess versions.  I didn't foresee the need for a clean
+protocol to be used with other chess engines in the future.
+</p>
+
+<p>
+Circumstances have changed over the years, and now there are many more
+engines that work with xboard.  I've had to make the protocol
+description more precise, I've added some features that GNU Chess
+does not support, and I've specified the standard semantics of a few
+features to be slightly different from what GNU Chess 4 does.
+</p>
+
+<p>
+<font color=red>
+This release of the protocol specification is the first to carry a
+version number of its own -- version 2.  Previous releases simply
+carried a last-modified date and were loosely tied to specific 
+releases of xboard and WinBoard.  The version number "1" applies
+generally to all those older versions of the protocol.
+</font>
+
+<font color=red>
+<p>Protocol version 2 remains compatible with older engines but has
+several new capabilities.  In particular, it adds the 
+"feature" command, a new mechanism for making backward-compatible
+changes and extensions to the protocol.  Engines that do not support a
+particular new feature do not have to use it; new features are not
+enabled unless the engine specifically requests them using the feature
+command.  If an engine does not send the feature command at all, the
+protocol behavior is nearly identical to version 1.  Several new
+features can be selected by the feature command in version 2,
+including the "ping" command (recommended for all engines), the
+"setboard" command, and many optional parameters.  Additional features
+will probably be added in future versions.
+</p>
+</font>
+
+<h2><a name="5">5. WinBoard requires Win32 engines</a></h2>
+
+<p>
+Due to some Microsoft brain damage that I don't understand, WinBoard
+does not work with chess engines that were compiled to use a DOS
+extender for 32-bit addressing.  (Probably not with 16-bit DOS or
+Windows programs either.)  WinBoard works only with engines that are
+compiled for the Win32 API.  You can get a free compiler that targets
+the Win32 API from <a href="http://sources.redhat.com/cygwin/"
+>http://sources.redhat.com/cygwin/</a>.  I think DJGPP 2.x should also
+work if you use the RSXNTDJ extension, but I haven't tried it.  Of
+course, Microsoft Visual C++ will work.  Most likely the other
+commercial products that support Win32 will work too (Borland, etc.),
+but I have not tried them.  Delphi has been successfully used to write
+engines for WinBoard; if you want to do this, Tony Werten has donated
+some <a href="http://www.tim-mann.org/winboard/delphi.txt" >sample
+code</a> that should help you get started.
+</p>
+
+<h2><a name="6">6. Hints on input/output</a></h2>
+
+<p>
+Beware of using buffered I/O in your chess engine.  The C stdio
+library, C++ streams, and the I/O packages in most other languages use
+buffering both on input and output.  That means two things.  First,
+when your engine tries to write some characters to xboard, the library
+stashes them in an internal buffer and does not actually write them to
+the pipe connected to xboard until either the buffer fills up or you
+call a special library routine asking for it to be flushed.  (In C
+stdio, this routine is named <tt>fflush</tt>.)  Second, when your engine tries
+to read some characters from xboard, the library does not read just
+the characters you asked for -- it reads all the characters that are
+currently available (up to some limit) and stashes any characters you
+are not yet ready for in an internal buffer.  The next time you ask to
+read, you get the characters from the buffer (if any) before the
+library tries to read more data from the actual pipe.
+</p>
+
+<p>
+Why does this cause problems?  First, on the output side, remember
+that your engine produces output in small quantities (say, a few
+characters for a move, or a line or two giving the current analysis),
+and that data always needs to be delivered to xboard/WinBoard for
+display immediately.  If you use buffered output, the data you print
+will sit in a buffer in your own address space instead of being
+delivered.
+</p>
+
+<p>
+You can usually fix the output buffering problem by asking for the
+buffering to be turned off.  In C stdio, you do this by calling
+<tt>setbuf(stdout, NULL)</tt>.  A more laborious and error-prone
+method is to carefully call <tt>fflush(stdout)</tt> after every line
+you output; I don't recommend this.  In C++, you can try
+<tt>cout.setf(ios::unitbuf)</tt>, which is documented in current
+editions of "The C++ Programming Language," but not older ones.
+Another C++ method that might work is
+<tt>cout.rdbuf()-&gt;setbuf(NULL, 0)</tt>.  Alternatively, you can
+carefully call <tt>cout.flush()</tt> after every line you output;
+again, I don't recommend this.
+</p>
+
+<p>
+Another way to fix the problem is to use unbuffered operating system
+calls to write directly to the file descriptor for standard output.
+On Unix, this means <tt>write(1, ...)</tt> -- see the man page for write(2).
+On Win32, you can use either the Unix-like <tt>_write(1, ...)</tt> or Win32
+native routines like <tt>WriteFile</tt>.
+</p>
+
+<p>
+Second, on the input side, you are likely to want to poll during your
+search and stop it if new input has come in.  If you implement
+pondering, you'll need this so that pondering stops when the user
+makes a move.  You should also poll during normal thinking on your
+move, so that you can implement the "?" (move now) command, and so
+that you can respond promptly to a "result", "force", or "quit"
+command if xboard wants to end the game or terminate your engine.
+Buffered input makes polling more complicated -- when you poll, you
+must stop your search if there are <em>either</em> characters in the buffer
+<em>or</em> characters available from the underlying file descriptor.
+</p>
+
+<p>
+The most direct way to fix this problem is to use unbuffered operating
+system calls to read (and poll) the underlying file descriptor
+directly.  On Unix, use <tt>read(0, ...)</tt> to read from standard input, and
+use <tt>select()</tt> to poll it.  See the man pages read(2) and select(2).
+(Don't follow the example of GNU Chess 4 and use the FIONREAD ioctl to
+poll for input.  It is not very portable; that is, it does not exist
+on all versions of Unix, and is broken on some that do have it.)  On
+Win32, you can use either the Unix-like <tt>_read(0, ...)</tt> or the native
+Win32 <tt>ReadFile()</tt> to read.  Unfortunately, under Win32, the function to
+use for polling is different depending on whether the input device is
+a pipe, a console, or something else.  (More Microsoft brain damage
+here -- did they never hear of device independence?)  For pipes, you
+can use <tt>PeekNamedPipe</tt> to poll (even when the pipe is unnamed).
+For consoles, 
+you can use <tt>GetNumberOfConsoleInputEvents</tt>.  For sockets only, you can
+use <tt>select()</tt>.  It might be possible to use
+<tt>WaitForSingleObject</tt> more 
+generally, but I have not tried it.  Some code to do these things can
+be found in Crafty's utility.c, but I don't guarantee that it's all
+correct or optimal.
+</p>
+
+<p>
+A second way to fix the problem might be to ask your I/O library not
+to buffer on input.  It should then be safe to poll the underlying
+file descriptor as described above.  With C, you can try calling
+<tt>setbuf(stdin, NULL)</tt>.  However, I have never tried this.  Also, there
+could be problems if you use <tt>scanf()</tt>, at least with certain patterns,
+because <tt>scanf()</tt> sometimes needs to read one extra character and "push
+it back" into the buffer; hence, there is a one-character pushback
+buffer even if you asked for stdio to be unbuffered.  With C++, you
+can try <tt>cin.rdbuf()-&gt;setbuf(NULL, 0)</tt>, but again, I have never tried
+this.
+</p>
+
+<p>
+A third way to fix the problem is to check whether there are
+characters in the buffer whenever you poll.  C I/O libraries generally
+do not provide any portable way to do this.  Under C++, you can use
+<tt>cin.rdbuf()-&gt;in_avail()</tt>.  This method has been reported to
+work with 
+EXchess.  Remember that if there are no characters in the buffer, you
+still have to poll the underlying file descriptor too, using the
+method described above.
+</p>
+
+<p>
+A fourth way to fix the problem is to use a separate thread to read
+from stdin.  This way works well if you are familiar with thread
+programming.  This thread can be blocked waiting for input to come in
+at all times, while the main thread of your engine does its thinking.
+When input arrives, you have the thread put the input into a buffer
+and set a flag in a global variable.  Your search routine then
+periodically tests the global variable to see if there is input to
+process, and stops if there is.  WinBoard and my Win32 ports of ICC
+timestamp and FICS timeseal use threads to handle multiple input
+sources.
+</p>
+
+<h2><a name="7">7. Signals</a></h2>
+
+<p>Engines that run on Unix need to be concerned with two Unix
+signals: <tt>SIGTERM</tt> and <tt>SIGINT</tt>.  This applies both to
+engines that run under xboard and (the unusual case of) engines that
+WinBoard remotely runs on a Unix host using the -firstHost or
+-secondHost feature.  It does not apply to engines that run on
+Windows, because Windows does not have Unix-style signals.
+<font color=red>
+Beginning with version 2, you can now turn off the use of
+either or both
+signals.  See the "feature" command in <a href="#6">section 9</a> below.
+</font>
+</p>
+
+<p>First, when an engine is sent the "quit" command, it is also given
+a <tt>SIGTERM</tt> signal shortly afterward to make sure it goes away.
+If your engine reliably responds to "quit", and the signal causes
+problems for you, you should either ignore it by calling
+<tt>signal(SIGTERM, SIG_IGN)</tt> at the start of your program,
+or disable it with the "feature" command.</p>
+
+<p>Second, xboard will send an interrupt signal (<tt>SIGINT</tt>) at
+certain times when it believes the engine may not be listening to user
+input (thinking or pondering).  WinBoard currently does this only when
+the engine is running remotely using the -firstHost or -secondHost
+feature, not when it is running locally.  You probably need to know
+only enough about this grungy feature to keep it from getting in your
+way.
+</p>
+
+<p>
+The <tt>SIGINT</tt>s are basically tailored to the needs of GNU Chess 4
+on systems where its input polling code is broken or disabled.
+Because they work in a rather peculiar way, it is recommended that you
+either ignore <tt>SIGINT</tt> by having your engine call
+<tt>signal(SIGINT, SIG_IGN)</tt>, or disable it with the "feature"
+command.</p>
+
+<p>
+Here are details for the curious.  If xboard needs to send a command
+when it is the chess engine's move (such as before the "?" command), 
+it sends a <tt>SIGINT</tt> first.  If xboard needs to send commands when it is
+not the chess engine's move, but the chess engine may be pondering
+(thinking on its opponent's time) or analyzing (analysis or analyze
+file mode), xboard sends a <tt>SIGINT</tt> before the first such command only.
+Another <tt>SIGINT</tt> is not sent until another move is made, even if xboard
+issues more commands.  This behavior is necessary for GNU Chess 4.  The
+first <tt>SIGINT</tt> stops it from pondering until the next move, but on some
+systems, GNU Chess 4 will die if it receives a <tt>SIGINT</tt> when not 
+actually thinking or pondering.
+</p>
+
+<p>
+There are two reasons why WinBoard does not send the Win32 equivalent
+of <tt>SIGINT</tt> (which is called <tt>CTRL_C_EVENT</tt>) to local
+engines.  First, the Win32 GNU Chess 4 port does not need it.  Second, I
+could not find a way to get it to work.  Win32 seems to be designed
+under the assumption that only console applications, not windowed
+applications, would ever want to send a <tt>CTRL_C_EVENT</tt>.
+</p>
+
+<h2><a name="8">8. Commands from xboard to the engine</a></h2>
+
+<p>
+All commands from xboard to the engine end with a newline (\n), even
+where that is not explicitly stated.  All your output to xboard must
+be in complete lines; any form of prompt or partial line will cause
+problems.
+</p>
+
+<p>
+At the beginning of each game, xboard sends an initialization string.
+This is currently "new\nrandom\n" unless the user changes it with the
+initString or secondInitString option.
+</p>
+
+<p>
+xboard normally reuses the same chess engine process for multiple
+games.  At the end of a game, xboard will send the "force" command
+(see below) to make sure your engine stops thinking about the current
+position.  It will later send the initString again to start a new
+game.  If your engine can't play multiple games, you can disable reuse
+<font color=red>
+either with the "feature" command (beginning in protocol version
+2; see below) or 
+</font>
+with xboard's -xreuse (or -xreuse2) command line
+option.  xboard will then ask the process to quit after each game and
+start a new process for the next game.
+</p>
+
+<dl>
+<dt><strong>xboard</strong>
+<dd>This command will be sent once immediately after your engine
+process is started.  You can use it to put your engine into "xboard
+mode" if that is needed.  If your engine prints a prompt to ask for
+user input, you must turn off the prompt and output a newline when the
+"xboard" command comes in.
+<p>
+
+<dt><font color=red><strong>protover N</strong></font>
+<dd><font color=red>
+Beginning in protocol version 2 (in which N=2), this command will
+be sent immediately after the "xboard" command.  If you receive some
+other command immediately after "xboard" (such as "new"), you can
+assume that protocol version 1 is in use.  The "protover" command is
+the only new command that xboard always sends in version 2.  All other
+new commands to the engine are sent only if the engine first enables
+them with the "feature" command.  Protocol versions will always be
+simple integers so that they can easily be compared.
+
+<p>Your engine should reply to the protover command by sending the
+"feature" command (see below) with the list of non-default feature
+settings that you require, if any.
+
+<p>Your engine should never refuse to run due to receiving a higher
+protocol version number than it is expecting!  New protocol versions
+will always be compatible with older ones by default; the larger
+version number is simply a hint that additional "feature" command
+options added in later protocol versions may be accepted.
+</font>
+<p>
+
+<dt><font color=red><strong>accepted</strong></font>
+<dt><font color=red><strong>rejected</strong></font>
+<dd><font color=red>
+These commands may be sent to your engine in reply to the "feature"
+command; see its documentation below.
+</font>
+<p>
+
+<dt><strong>new</strong>
+<dd>Reset the board to the standard chess starting position.  Set
+White on move.  Leave force mode and set the engine to play Black.
+Associate the engine's clock with Black and the opponent's clock with
+White.  Reset clocks and time controls to the start of a new game.
+Stop clocks.  Do not ponder on this move, even if pondering is on.
+Remove any search depth limit previously set by the sd command.
+<p>
+
+<dt><strong>variant VARNAME</strong>
+<dd>If the game is not standard chess, but a variant, this command is
+sent after "new" and before the first move or "edit" command.  Currently
+defined variant names are:
+
+<table>
+<tr align="left"><th>wildcastle<td>Shuffle chess where king can castle from d file
+<tr align="left"><th>nocastle<td>Shuffle chess with no castling at all
+<tr align="left"><th>fischerandom<td>Fischer Random (not supported yet)
+<tr align="left"><th>bughouse<td>Bughouse, ICC/FICS rules
+<tr align="left"><th>crazyhouse<td>Crazyhouse, ICC/FICS rules
+<tr align="left"><th>losers<td>Win by losing all pieces or getting mated (ICC)
+<tr align="left"><th>suicide<td>Win by losing all pieces including king,
+or by having fewer pieces when one player has no legal moves (FICS)
+<tr align="left"><th><font color=red>giveaway</font>
+<td><font color=red>Win by losing all pieces including king,
+or by having no legal moves (ICC)</font>
+<tr align="left"><th>twokings<td>Weird ICC wild 9
+<tr align="left"><th>kriegspiel<td>Kriegspiel (engines not supported)
+<tr align="left"><th>atomic<td>Atomic
+<tr align="left"><th>3check<td>Win by giving check 3 times
+<tr align="left"><th>unknown<td>Unknown variant (not supported)
+</table>
+<p>
+
+<dt><strong>quit</strong>
+<dd>The chess engine should immediately exit.  This command is used
+when xboard is itself exiting, and also between games if the -xreuse
+command line option is given (or -xreuse2 for the second engine).
+See also <a href="#7">Signals</a> above.
+<p>
+
+<dt><strong>random</strong>
+<dd>This command is specific to GNU Chess 4.  You can either ignore it
+completely (that is, treat it as a no-op) or implement it as GNU Chess
+does.  The command toggles "random" mode (that is, it sets random =
+!random).  In random mode, the engine adds a small random value to its
+evaluation function to vary its play.  The "new" command sets random
+mode off.
+<p>
+
+<dt><strong>force</strong>
+<dd>Set the engine to play neither color ("force mode").  Stop clocks.
+The engine should check that moves received in force mode are legal
+and made in the proper turn, but should not think, ponder, or make
+moves of its own.
+<p>
+
+<dt><strong>go</strong>
+<dd>Leave force mode and set the engine to play the color that is on
+move.  Associate the engine's clock with the color that is on move,
+the opponent's clock with the color that is not on move.  Start the engine's
+clock.  Start thinking and eventually make a move.
+<p>
+
+<dt><font color=red><strong>playother</strong></font>
+<dd>
+<font color=red>
+(This command is new in protocol version 2.  It is not
+sent unless you enable it with the feature command.)
+Leave force mode and set the engine to play the color that is <i>not</i> on
+move.  Associate the opponent's clock with the color that is on move,
+the engine's clock with the color that is not on move.  Start the opponent's
+clock.  If pondering is enabled, the engine should begin pondering.
+If the engine later receives a move, it should start thinking and eventually
+reply.
+</font>
+<p>
+
+<dt><strong>white</strong>
+<dd>
+<font color=red>
+(This command is obsolete as of protocol version 2, but is still
+sent in some situations to accommodate older engines unless you disable it 
+with the feature command.)
+</font>
+Set White on move.  Set the engine to play Black.  Stop clocks.
+<p>
+  
+<dt><strong>black</strong>
+<dd>
+<font color=red>
+(This command is obsolete as of protocol version 2, but is still
+sent in some situations to accommodate older engines unless you disable it 
+with the feature command.)
+</font>
+Set Black on move.  Set the engine to play White.  Stop clocks.
+<p>
+
+<dt><strong>level MPS BASE INC</strong>
+<dd>Set time controls.  See the <a href="#11">Time Control</a> section below.
+<p>
+  
+<dt><strong>st TIME</strong>
+<dd>Set time controls.  See the <a href="#11">Time Control</a> section
+below. The commands "level" and "st" are not used together.
+<p>
+
+<dt><strong>sd DEPTH</strong>
+<dd>The engine should limit its thinking to DEPTH ply.
+<p>
+
+<dt><strong>time N</strong>
+<dd>Set a clock that always belongs to the engine.  N is a number in
+  centiseconds (units of 1/100 second).  Even if the engine changes to
+  playing the opposite color, this clock remains with the engine.
+<p>
+
+<dt><strong>otim N</strong>
+
+<dd>Set a clock that always belongs to the opponent.  N is a number in
+centiseconds (units of 1/100 second).  Even if the opponent changes to
+playing the opposite color, this clock remains with the opponent.
+<p>
+If needed for purposes of board display in force mode (where the
+engine is not participating in the game) the time clock should be
+associated with the last color that the engine was set to play, the
+otim clock with the opposite color.
+</p>
+
+<p>
+<font color=red>
+Beginning in protocol version 2, if you can't handle the time and
+otim commands, you can use the "feature" command to disable them; see
+below.  
+</font>
+The following techniques from older protocol versions also
+work: You can ignore the time and otim commands (that is, treat them
+as no-ops), or send back "Error (unknown command): time" the first
+time you see "time".
+</p>
+
+<dt><strong>MOVE</strong>
+<dd>See below for the syntax of moves.  If the move is illegal, print
+an error message; see the section "<a href="#9">Commands from the engine to
+xboard</a>".  If the move is legal and in turn, make it.  If not in force
+mode, stop the opponent's clock, start the engine's clock, start
+thinking, and eventually make a move.
+<p>
+When xboard sends your engine a move, it normally sends coordinate
+algebraic notation.  Examples:
+<p>
+<table>
+<tr align="left"><td>Normal moves:<td>e2e4
+<tr align="left"><td>Pawn promotion:<td>e7e8q
+<tr align="left"><td>Castling:<td>e1g1, e1c1, e8g8, e8c8
+<tr align="left"><td>Bughouse/crazyhouse drop:<td>P@h3
+<tr align="left"><td>ICS Wild 0/1 castling:<td>d1f1, d1b1, d8f8, d8b8
+<tr align="left"><td>FischerRandom castling:<td>O-O, O-O-O (oh, not zero)
+</table>
+
+<p>
+<font color=red>
+Beginning in protocol version 2, you can use the feature command
+to select SAN (standard algebraic notation) instead; for example, e4,
+Nf3, exd5, Bxf7+, Qxf7#, e8=Q, O-O, or P@h3.  Note that the last form,
+P@h3, is a extension to the PGN standard's definition of SAN, which does
+not support bughouse or crazyhouse.
+</font>
+</p>
+
+<p>
+xboard doesn't reliably detect illegal moves, because it does not keep
+track of castling unavailability due to king or rook moves, or en
+passant availability.  If xboard sends an illegal move, send back an
+error message so that xboard can retract it and inform the user; see
+the section "<a href="#9">Commands from the engine to xboard</a>".
+</p>
+
+<dt><font color=red><strong>usermove MOVE</strong></font>
+<dd><font color=red>
+By default, moves are sent to the engine without a command name;
+the notation is just sent as a line by itself.
+Beginning in protocol version 2, you can use the feature command
+to cause the command name "usermove" to be sent before the move.
+Example: "usermove e2e4".
+</font>
+</p>
+
+<dt><strong>?</strong>
+<dd>Move now.  If your engine is thinking, it should move immediately;
+  otherwise, the command should be ignored (treated as a no-op).  It
+  is permissible for your engine to always ignore the ? command.  The
+  only bad consequence is that xboard's Move Now menu command will do
+  nothing.
+<p>
+It is also permissible for your engine to move immediately if it gets
+any command while thinking, as long as it processes the command right
+after moving, but it's preferable if you don't do this.  For example,
+xboard may send post, nopost, easy, hard, force, quit,
+<font color=red>
+or other commands
+</font>
+while the engine is on move.
+</p>
+
+<dt><font color=red><strong>ping N</strong></font>
+<dd>
+<font color=red>
+In this command, N is a decimal number.  When you receive the command,
+reply by sending the string <strong>pong N</strong>, where N is the
+same number you received.  Important: You must not reply to a "ping"
+command until you have finished executing all commands that you
+received before it.  Pondering does not count; if you receive a ping
+while pondering, you should reply immediately and continue pondering.
+Because of the way xboard uses the ping command, if you implement the
+other commands in this protocol, you should never see a "ping" command
+when it is your move; however, if you do, you must not send the "pong"
+reply to xboard until after you send your move.  For example, xboard
+may send "?" immediately followed by "ping".  If you implement the "?"
+command, you will have moved by the time you see the subsequent ping
+command.  Similarly, xboard may send a sequence like "force", "new",
+"ping".  You must not send the pong response until after you have
+finished executing the "new" command and are ready for the new game to
+start.
+
+<p>
+The ping command is new in protocol version 2 and will not be sent
+unless you enable it with the "feature" command.  Its purpose is to
+allow several race conditions that could occur in previous versions of
+the protocol to be fixed, so it is highly recommended that you
+implement it.  It is especially important in simple engines that do
+not ponder and do not poll for input while thinking, but it is needed in all
+engines.  
+</p>
+</font>
+
+<dt><strong>draw</strong>
+<dd>The engine's opponent offers the engine a draw.  To accept the
+draw, send "offer draw".  To decline, ignore the offer (that is, send
+nothing).  If you're playing on ICS, it's possible for the draw offer
+to have been withdrawn by the time you accept it, so don't assume the
+game is over because you accept a draw offer.  Continue playing until
+xboard tells you the game is over.  See also "offer draw" below.
+<p>
+
+<dt><strong>result RESULT {COMMENT}</strong>
+<dd>After the end of each game, xboard will send you a result command.
+You can use this command to trigger learning.  RESULT is either 1-0,
+0-1, 1/2-1/2, or *, indicating whether white won, black won, the game
+was a draw, or the game was unfinished.  The COMMENT string is purely
+a human-readable comment; its content is unspecified and subject to
+change.  In ICS mode, it is passed through from ICS uninterpreted.
+Example: <pre>result 1-0 {White mates}</pre>
+<p>
+Here are some notes on interpreting the "result" command.  Some apply
+only to playing on ICS ("Zippy" mode).
+</p>
+
+<p>
+If you won but did not just play a mate, your opponent must have
+resigned or forfeited.  If you lost but were not just mated, you
+probably forfeited on time, or perhaps the operator resigned manually.
+If there was a draw for some nonobvious reason, perhaps your opponent
+called your flag when he had insufficient mating material (or vice
+versa), or perhaps the operator agreed to a draw manually.
+</p>
+
+<p>
+You will get a result command even if you already know the game ended
+-- for example, after you just checkmated your opponent.  In fact, if
+you send the "RESULT {COMMENT}" command (discussed below), you will
+simply get the same thing fed back to you with "result" tacked in
+front.  You might not always get a "result *" command, however.  In
+particular, you won't get one in local chess engine mode when the user
+stops playing by selecting Reset, Edit Game, Exit or the like.
+</p>
+
+<dt><font color=red><strong>setboard FEN</strong></font>
+<dd><font color=red>
+The setboard command is the new way to set up positions, beginning
+in protocol version 2.  It is not used unless it has been selected
+with the feature command.  Here FEN is a position in Forsythe-Edwards
+Notation, as defined in the PGN standard.
+
+<p><i>Illegal positions:</i> Note that either setboard or edit can
+be used to send an illegal position to the engine.  The user can
+create any position with xboard's Edit Position command (even, say,
+an empty board, or a board with 64 white kings and no black ones).
+If your engine receives a position that it considers illegal, 
+I suggest that you send the response "tellusererror Illegal position",
+and then respond to any attempted move with "Illegal move" until
+the next new, edit, or setboard command.</p>
+</font>
+<p>
+
+<dt><strong>edit</strong>
+<dd>
+<font color=red>
+The edit command is the old way to set up positions.  For compatibility
+with old engines, it is still used by default, but new engines may prefer
+to use the feature command (see below) to cause xboard to use setboard instead.
+</font>
+The edit command puts the chess engine into a special mode, where
+it accepts the following subcommands:
+<table>
+<tr align="left"><th>c<td>change current piece color, initially white
+<tr align="left"><th>Pa4 (for example)<td>place pawn of current color on a4
+<tr align="left"><th>xa4 (for example)<td>empty the square a4 (not used by xboard)
+<tr align="left"><th>#<td>clear board
+<tr align="left"><th>.<td>leave edit mode
+</table>
+<font color=red>
+See the Idioms section below for additional subcommands used in
+ChessBase's implementation of the protocol.
+</font>
+
+<p>The edit command does not change the side to move.  To set up a
+black-on-move position, xboard uses the following command sequence:
+</p>
+<pre>
+    new
+    force
+    a2a3
+    edit
+    &lt;edit commands&gt;
+    .
+</pre>
+
+<p>
+This sequence is used to avoid the "black" command, which is now
+considered obsolete and which many engines never did implement as 
+specified in this document.
+</p>
+
+<p>
+After an edit command is complete, if a king and a rook are on their
+home squares, castling is assumed to be available to them.  En passant
+capture is assumed to be illegal on the current move regardless of the
+positions of the pawns.  The clock for the 50 move rule starts at
+zero, and for purposes of the draw by repetition rule, no prior
+positions are deemed to have occurred.
+</p>
+
+<dt><strong>hint</strong>
+<dd>If the user asks for a hint, xboard sends your engine the command
+"hint".  Your engine should respond with "Hint: xxx", where xxx is a
+suggested move.  If there is no move to suggest, you can ignore the
+hint command (that is, treat it as a no-op).
+<p>
+
+<dt><strong>bk</strong>
+<dd>If the user selects "Book" from the xboard menu, xboard will send
+your engine the command "bk".  You can send any text you like as the
+response, as long as each line begins with a blank space or tab (\t)
+character, and you send an empty line at the end.  The text pops up in
+a modal information dialog.
+<p>
+
+<dt><strong>undo</strong>
+<dd>If the user asks to back up one move, xboard will send you the
+"undo" command.  xboard will not send this command without putting you
+in "force" mode first, so you don't have to worry about what should
+happen if the user asks to undo a move your engine made.  (GNU Chess 4
+actually switches to playing the opposite color in this case.)
+<p>
+
+<dt><strong>remove</strong>
+<dd>If the user asks to retract a move, xboard will send you the
+"remove" command.  It sends this command only when the user is on
+move.  Your engine should undo the last two moves (one for each
+player) and continue playing the same color.
+<p>
+
+<dt><strong>hard</strong>
+<dd>Turn on pondering (thinking on the opponent's time, also known as
+"permanent brain").  xboard will not make any assumption about what
+your default is for pondering or whether "new" affects this setting.
+<p>
+
+<dt><strong>easy</strong>
+<dd>Turn off pondering.
+<p>
+  
+<dt><strong>post</strong>
+<dd>Turn on thinking/pondering output.  
+See <a href="#10">Thinking Output</a> section.
+<p>
+
+<dt><strong>nopost</strong>
+<dd>Turn off thinking/pondering output.
+<p>
+  
+<dt><strong>analyze</strong>
+<dd>Enter analyze mode.  See <a href="#12">Analyze Mode</a> section.
+<p>
+
+<dt><strong>name X</strong> <dd>This command informs the engine of its
+opponent's name.  When the engine is playing on a chess server, xboard
+obtains the opponent's name from the server. 
+<font color=red>
+When the engine is
+playing locally against a human user, xboard obtains the user's login
+name from the local operating system.  When the engine is playing
+locally against another engine, xboard uses either the other engine's
+filename or the name that the other engine supplied in the myname
+option to the feature command.  By default, xboard uses the name
+command only when the engine is playing on a chess server.  Beginning
+in protocol version 2, you can change this with the name option to the
+feature command; see below.
+</font>
+<p>
+
+<dt><strong>rating</strong>
+<dd>In ICS mode, xboard obtains the ICS opponent's rating from the
+"Creating:" message that appears before each game.  (This message may
+not appear on servers using outdated versions of the FICS code.)  In
+Zippy mode, it sends these ratings on to the chess engine using the
+"rating" command.  The chess engine's own rating comes first, and if
+either opponent is not rated, his rating is given as 0.  
+<font color=red>
+In the future this command may also be used in other modes, if ratings
+are known.
+</font>
+Example: <pre>rating 2600 1500</pre>
+<p>
+
+<dt><font color=red><strong>ics HOSTNAME</strong></font>
+<dd><font color=red>
+If HOSTNAME is "-", the engine is playing against a local
+opponent; otherwise, the engine is playing on an Internet Chess Server
+(ICS) with the given hostname.  This command is new in protocol
+version 2 and is not sent unless the engine has enabled it with
+the "feature" command.  Example: "ics freechess.org"
+</font>
+<p>
+
+<dt><strong>computer</strong>
+<dd>The opponent is also a computer chess engine.  Some engines alter
+their playing style when they receive this command.
+<p>
+
+<dt><font color=red><strong>pause</strong></font>
+<dt><font color=red><strong>resume</strong></font>
+<dd><font color=red>(These commands are new in protocol
+version 2 and will not be sent unless feature pause=1 is set.  At
+this writing, xboard actually does not use the commands at all, but it
+or other interfaces may use them in the future.)
+The "pause" command puts the engine into a special state where it
+does not think, ponder, or otherwise consume significant CPU time.
+The current thinking or pondering (if any) is suspended and both
+player's clocks are stopped.  The only command that the interface may
+send to the engine while it is in the paused state is "resume".  The
+paused thinking or pondering (if any) resumes from exactly where it
+left off, and the clock of the player on move resumes running from
+where it stopped.
+</font>
+</dl>
+
+<h3>Bughouse commands:</h3>
+
+<p>
+xboard now supports bughouse engines when in Zippy mode.  See
+<a href="http://www.tim-mann.org/xboard/zippy.README"
+>zippy.README</a> for information on Zippy mode and how to turn on the
+bughouse support.  The bughouse move format is given above.  xboard
+sends the following additional commands to the engine when in bughouse
+mode.  
+Commands to inform your engine of the partner's game state may
+be added in the future.
+</p>
+
+<dl>
+<dt><strong>partner &lt;player&gt;</strong>
+<dd>&lt;player&gt; is now your partner for future games.  Example: <pre>partner mann</pre>
+<p>
+
+<dt><strong>partner</strong>
+<dd>Meaning: You no longer have a partner.
+<p>
+
+<dt><strong>ptell &lt;text&gt;</strong>
+<dd>Your partner told you &lt;text&gt;, either with a ptell or an ordinary tell.  
+<p>
+
+<dt><strong>holding [&lt;white&gt;] [&lt;black&gt;]</strong>
+<dd>White currently holds &lt;white&gt;; black currently holds &lt;black&gt;.
+  Example: <pre>holding [PPPRQ] []</pre>
+
+<dt><strong>holding [&lt;white&gt;] [&lt;black&gt;] &lt;color&gt;&lt;piece&gt;</strong>
+<dd>White currently holds &lt;white&gt;; black currently holds &lt;black&gt;, after
+  &lt;color&gt; acquired &lt;piece&gt;.   Example: <pre>holding [PPPRQ] [R] BR</pre>
+</dl>
+
+<h2><a name="9">9. Commands from the engine to xboard</a></h2>
+
+<p>
+<font color=red>
+In general, an engine should not send any output to xboard that is not
+described in this document.  As the protocol is extended, newer
+versions of xboard may recognize additional strings as commands that
+were previously not assigned a meaning.
+</font>
+</p>
+
+<dl>
+<dt><font color=red>
+<strong>feature FEATURE1=VALUE1 FEATURE2=VALUE2 ...</strong> 
+</font>
+
+<dd><font color=red>
+Beginning with version 2, the protocol includes the "feature"
+command, which lets your engine control certain optional protocol
+features.  Feature settings are written as FEATURE=VALUE, where
+FEATURE is a name from the list below and VALUE is the value to be
+assigned.  Features can take string, integer, or boolean values; the
+type of value is listed for each feature.  String values are written
+in double quotes (for example, <tt>feature myname="Miracle Chess
+0.9"</tt>), integers are written in decimal, and boolean values are
+written as 0 for false, 1 for true.  Any number of features can be set
+in one feature command, or multiple feature commands can be given.
+
+<p>
+Your engine should send one or more feature commands immediately after
+receiving the "protover" command, since xboard needs to know the
+values of some features before sending further commands to the engine.
+Because engines that predate protocol version 2 do not send "feature",
+xboard uses a timeout mechanism: when it first starts your engine, it
+sends "xboard" and "protover N", then listens for feature commands for
+two seconds before sending any other commands.  To end this timeout
+and avoid the wait, set the feature "done=1" at the end of your last
+feature command.  To increase the timeout, if needed, set the feature
+"done=0" before your first feature command and "done=1" at the end.
+If needed, it is okay for your engine to set done=0 soon as it starts,
+even before it receives the xboard and protover commands.  This can be
+useful if your engine takes a long time to initialize itself.  It
+should be harmless even if you are talking to a (version 1) user
+interface that does not understand the "feature" command, since such
+interfaces generally ignore commands from the engine that they do not
+understand.
+</p>
+
+<p>
+The feature command is designed to let the protocol change without
+breaking engines that were written for older protocol versions.  When
+a new feature is added to the protocol, its default value is always
+chosen to be compatible with older versions of the protocol that did
+not have the feature.  Any feature that your engine does not set in a
+"feature" command retains its default value, so as the protocol
+changes, you do not have to change your engine to keep up with it
+unless you want to take advantage of a new feature.  Because some
+features are improvements to the protocol, while others are meant to
+cater to engines that do not implement all the protocol features, the
+recommended setting for a feature is not always the same as the
+default setting.  The listing below gives both default and recommended
+settings for most features.
+</p>
+
+<p>
+You may want to code your engine so as to be able to work with
+multiple versions of the engine protocol.  Protocol version 1 does not
+send the protover command and does not implement the feature command;
+if you send a feature command in protocol version 1, it will have no
+effect and there will be no response.  In protocol version 2 or later,
+each feature F that you set generates the response "accepted F" if the
+feature is implemented, or "rejected F" if it is not.  Thus an engine
+author can request any feature without having to keep track of which
+protocol version it was introduced in; you need only check whether the
+feature is accepted or rejected.  This mechanism also makes it
+possible for a user interface author to implement a subset of a
+protocol version by rejecting some features that are defined in that
+version; however, you should realize that engine authors are likely to
+code for xboard and may not be prepared to have a feature that they
+depend on be rejected.
+</p>
+
+<p>
+Here are the features that are currently defined.
+</p>
+</font>
+
+<dl>
+<dt><font color=red>
+<strong>ping</strong> (boolean, default 0, recommended 1)
+</font>
+<dd><font color=red>
+If ping=1, xboard may use the protocol's new "ping" command;
+if ping=0, xboard will not use the command.
+</font>
+
+<dt><font color=red>
+<strong>setboard</strong> (boolean, default 0, recommended 1)
+</font>
+<dd><font color=red>
+If setboard=1, xboard will use the protocol's new "setboard" command
+to set up positions; if setboard=0, it will use the older "edit" command.
+</font>
+
+<dt><font color=red>
+<strong>playother</strong> (boolean, default 0, recommended 1)
+</font>
+<dd><font color=red>
+If playother=1, xboard will use the protocol's new "playother" command
+when appropriate; if playother=0, it will not use the command.
+</font>
+
+<dt><font color=red>
+<strong>san</strong> (boolean, default 0)
+</font>
+<dd><font color=red>
+If san=1, xboard will send moves to the engine in standard algebraic
+notation (SAN); for example, Nf3.  If san=0, xboard will send moves in
+coordinate notation; for example, g1f3.  See MOVE in 
+<a href="#8">section 8</a> above for more details of both kinds of notation.
+</font>
+
+<dt><font color=red>
+<strong>usermove</strong> (boolean, default 0)
+</font>
+<dd><font color=red>
+If usermove=1, xboard will send moves to the engine with the
+command "usermove MOVE"; if usermove=0, xboard will send just the move,
+with no command name.
+</font>
+
+<dt><font color=red>
+<strong>time</strong> (boolean, default 1, recommended 1)
+</font>
+<dd><font color=red>
+If time=1, xboard will send the "time" and "otim" commands to
+update the engine's clocks; if time=0, it will not.
+</font>
+
+<dt><font color=red>
+<strong>draw</strong> (boolean, default 1, recommended 1)
+</font>
+<dd><font color=red>
+If draw=1, xboard will send the "draw" command if the engine's opponent
+offers a draw; if draw=0, xboard will not inform the engine about
+draw offers.  Note that if draw=1, you may receive a draw offer while you
+are on move; if this will cause you to move immediately, you should set
+draw=0.
+</font>
+
+<dt><font color=red>
+<strong>sigint</strong> (boolean, default 1)
+</font>
+<dd><font color=red>
+If sigint=1, xboard may send SIGINT (the interrupt signal) to
+the engine as <a href="#7">section 7</a> above; if sigint=0, it will
+not.
+</font>
+
+<dt><font color=red>
+<strong>sigterm</strong> (boolean, default 1)
+</font>
+<dd><font color=red>
+If sigterm=1, xboard may send SIGTERM (the termination signal) to
+the engine as <a href="#7">section 7</a> above; if sigterm=0, it will
+not.
+</font>
+
+<dt><font color=red>
+<strong>reuse</strong> (boolean, default 1, recommended 1) 
+</font>
+<dd><font color=red>
+If reuse=1, xboard may reuse your engine for multiple games.  If
+reuse=0 (or if the user has set the -xreuse option on xboard's command
+line), xboard will kill the engine process after every game and start
+a fresh process for the next game.
+</font>
+
+<dt><font color=red>
+<strong>analyze</strong> (boolean, default 1, recommended 1)
+</font>
+<dd><font color=red>
+If analyze=0, xboard will not try to use the "analyze" command; it
+will pop up an error message if the user asks for analysis mode.  If
+analyze=1, xboard will try to use the command if the user asks for
+analysis mode.
+</font>
+
+<dt><font color=red>
+<strong>myname</strong> (string, default determined from engine filename)
+</font>
+<dd><font color=red>
+This feature lets you set the name that xboard will use for your
+engine in window banners, in the PGN tags of saved game files, and when
+sending the "name" command to another engine.
+</font>
+
+<dt><font color=red>
+<strong>variants</strong> (string, see text below)
+</font>
+<dd><font color=red>
+This feature indicates which chess variants your engine accepts.
+It should be a comma-separated list of variant names.  See the table
+under the "variant" command in <a href="#8">section 8</a> above.  If
+you do not set this feature, xboard will assume by default that your
+engine supports all variants.  (However, the -zippyVariants
+command-line option still limits which variants will be accepted in
+Zippy mode.)  It is recommended that you set this feature to the
+correct value for your engine (just "normal" in most cases) rather
+than leaving the default in place, so that the user will get an
+appropriate error message if he tries to play a variant that your
+engine does not support.
+</font>
+
+<dt><font color=red>
+<strong>colors</strong> (boolean, default 1, recommended 0) 
+</font>
+<dd><font color=red>
+If colors=1, xboard uses the obsolete "white" and "black"
+commands in a stylized way that works with most older chess engines
+that require the commands.  See the "<a href="#13">Idioms</a>" section
+below for details.  If colors=0, xboard does not use the "white" and
+"black" commands at all.
+</font>
+
+<dt><font color=red>
+<strong>ics</strong> (boolean, default 0)
+</font>
+<dd><font color=red>
+If ics=1, xboard will use the protocol's new "ics" command
+to inform the engine of whether or not it is playing on a chess server;
+if ics=0, it will not.
+</font>
+
+<dt><font color=red>
+<strong>name</strong> (boolean, see text below)
+</font>
+<dd><font color=red>
+If name=1, xboard will use the protocol's "name" command
+to inform the engine of the opponent's name; if name=0, it will not.
+By default, name=1 if the engine is playing on a chess server; name=0 if not.
+</font>
+
+<dt><font color=red>
+<strong>pause</strong> (boolean, default 0)
+</font>
+<dd><font color=red>
+If pause=1, xboard may use the protocol's new "pause" command;
+if pause=0, xboard assumes that the engine does not support this command.
+</font>
+
+<dt><font color=red>
+<strong>done</strong> (integer, no default)
+</font>
+<dd><font color=red>
+If you set done=1 during the initial two-second timeout after
+xboard sends you the "xboard" command, the
+timeout will end and xboard will not look for any more feature
+commands before starting normal operation.
+If you set done=0, the initial timeout is increased to one hour;
+in this case, you must set done=1 before xboard will enter normal operation.
+</font>
+</dl>
+<p>
+
+<dt><strong>Illegal move: MOVE</strong>
+<dt><strong>Illegal move (REASON): MOVE</strong>
+<dd>If your engine receives a MOVE command that is recognizably a move
+but is not legal in the current position, your engine must print an
+error message in one of the above formats so that xboard can pass the
+error on to the user and retract the move.  The (REASON) is entirely
+optional.  Examples:
+
+<pre>
+  Illegal move: e2e4
+  Illegal move (in check): Nf3
+  Illegal move (moving into check): e1g1
+</pre>
+<p>
+Generally, xboard will never send an ambiguous move, so it does not 
+matter whether you respond to such a move with an Illegal move message 
+or an Error message.
+</p>
+
+<dt><strong>Error (ERRORTYPE): COMMAND</strong>
+<dd>If your engine receives a command it does not understand or does
+not implement, it should print an error message in the above format so
+that xboard can parse it.  Examples:
+<pre>
+  Error (ambiguous move): Nf3
+  Error (unknown command): analyze
+  Error (command not legal now): undo
+  Error (too many parameters): level 1 2 3 4 5 6 7
+</pre>
+
+<dt><strong>move MOVE</strong>
+<dd>Your engine is making the move MOVE.  Do not echo moves from
+xboard with this command; send only new moves made by the engine.
+
+<font color=red>
+<p>For the actual move text from your chess engine (in place of MOVE
+above), your move should be either
+<ul>
+<li>in coordinate notation (e.g.,
+e2e4, e7e8q) with castling indicated by the King's two-square move (e.g.,
+e1g1), or
+<li>in Standard Algebraic Notation (SAN) as defined in the
+Portable Game Notation standard (e.g, e4, Nf3, O-O, cxb5, Nxe4, e8=Q),
+with the extension piece@square (e.g., P@f7) to handle piece placement
+in bughouse and crazyhouse.
+</ul>
+xboard itself also accepts some variants of SAN, but for compatibility
+with non-xboard interfaces, it is best not to rely on this behavior.
+</p>
+
+<p>Warning: Even though all versions of this protocol specification
+have indicated that xboard accepts SAN moves, some non-xboard
+interfaces are known to accept only coordinate notation.  See the
+Idioms section for more information on the known limitations of some
+non-xboard interfaces.  It should be safe to send SAN moves if you
+receive a "protover 2" (or later) command from the interface, but
+otherwise it is best to stick to coordinate notation for maximum
+compatibility.  An even more conservative approach would be for your
+engine to send SAN to the interface only if you have set feature san=1
+(which causes the interface to send SAN to you) and have received
+"accepted san" in reply.
+</p>
+</font>
+
+<dt><strong>RESULT {COMMENT}</strong> <dd>When your engine detects
+that the game has ended by rule, your engine must output a line of the
+form "RESULT {comment}" (without the quotes), where RESULT is a PGN
+result code (1-0, 0-1, or 1/2-1/2), and comment is the reason.  Here
+"by rule" means that the game is definitely over because of what
+happened on the board.  In normal chess, this includes checkmate,
+stalemate, triple repetition, the 50 move rule, or insufficient
+material; it does not include loss on time or the like.
+Examples:
+<pre>
+  0-1 {Black mates}
+  1-0 {White mates}
+  1/2-1/2 {Draw by repetition}
+  1/2-1/2 {Stalemate}
+</pre>
+
+<p>
+xboard relays the result to the user, the ICS, the other engine in Two
+Machines mode, and the PGN save file as required.
+</p>
+
+<dt><strong>resign</strong>
+<dd>If your engine wants to resign, it can send the command "resign".
+Alternatively, it can use the "RESULT {comment}" command if the string
+"resign" is included in the comment; for example "0-1 {White
+resigns}".  xboard relays the resignation to the user, the ICS, the
+other engine in Two Machines mode, and the PGN save file as required.
+<p>
+
+<dt><strong>offer draw</strong>
+<dd>If your engine wants to offer a draw by agreement (as opposed to
+claiming a draw by rule), it can send the command "offer draw".
+xboard relays the offer to the user, the ICS, the other engine in Two
+Machines mode, and the PGN save file as required.  In Machine White,
+Machine Black, or Two Machines mode, the offer is considered valid
+until your engine has made two more moves.
+<p>
+
+<dt><font color=red><strong>tellopponent MESSAGE</strong></font>
+<dd><font color=red>
+This command lets the engine give a message to its opponent,
+independent of whether the opponent is a user on the local machine or
+a remote ICS user (Zippy mode).  MESSAGE consists of any characters,
+including whitespace, to the end of the line.  When the engine is
+playing against a user on the local machine, xboard pops up an
+information dialog containing the message.  When the engine is playing
+against an opponent on the ICS (Zippy mode), xboard sends "say
+MESSAGE\n" to the ICS.
+<p>
+
+<dt><strong>tellothers MESSAGE</strong> 
+<dd>This command lets the engine give a message to people watching the
+game other than the engine's opponent.  MESSAGE consists of any
+characters, including whitespace, to the end of the line.  When the
+engine is playing against a user on the local machine, this command
+does nothing.  When the engine is playing against an opponent on the
+ICS (Zippy mode), xboard sends "whisper MESSAGE\n" to the ICS.
+<p>
+
+<dt><strong>tellall MESSAGE</strong>
+<dd>This command lets the engine give a message to its opponent and
+other people watching the game, 
+independent of whether the opponent is a user on the local machine or
+a remote ICS user (Zippy mode).  MESSAGE consists of any characters,
+including whitespace, to the end of the line.  When the engine is
+playing against a user on the local machine, xboard pops up an
+information dialog containing the message.  When the engine is playing
+against an opponent on the ICS (Zippy mode), xboard sends "kibitz
+MESSAGE\n" to the ICS.
+</font>
+<p>
+
+<dt><strong>telluser MESSAGE</strong>
+<dd>xboard pops up an information dialog containing the message.
+MESSAGE consists of any characters, including whitespace, to the end
+of the line.
+<p>
+
+<dt><strong>tellusererror MESSAGE</strong>
+<dd>xboard pops up an error dialog containing the message.
+MESSAGE consists of any characters, including whitespace, to the end
+of the line.
+<p>
+
+<dt><strong>askuser REPTAG MESSAGE</strong>
+<dd>Here REPTAG is a string containing no whitespace, and MESSAGE
+consists of any characters, including whitespace, to the end of the
+line.  xboard pops up a question dialog that says MESSAGE and
+has a typein box.  If the user types in "bar", xboard sends "REPTAG
+bar" to the engine.  The user can cancel the dialog and send nothing.
+<p>
+
+<dt><strong>tellics MESSAGE</strong>
+<dd>In Zippy mode, xboard sends "MESSAGE\n" to ICS.  MESSAGE consists
+of any characters, including whitespace, to the end of the line.
+<p>
+
+<dt><font color=red><strong>tellicsnoalias MESSAGE</strong></font>
+<dd><font color=red>
+In Zippy mode, xboard sends "xMESSAGE\n" to ICS, where "x" is a
+character that prevents the ICS from expanding command aliases, if
+xboard knows of such a character.  (On chessclub.com and chess.net,
+"/" is used; on freechess.org, "$" is used.)  MESSAGE consists of any
+characters, including whitespace, to the end of the line.
+</font>
+</dl>
+<p>
+
+<h2><a name="10">10. Thinking Output</a></h2>
+
+<p>
+If the user asks your engine to "show thinking", xboard sends your
+engine the "post" command.  It sends "nopost" to turn thinking off.
+In post mode, your engine sends output lines to show the progress of
+its thinking.  The engine can send as many or few of these lines as it
+wants to, whenever it wants to.  Typically they would be sent when the
+PV (principal variation) changes or the depth changes.  The thinking
+output should be in the following format:
+</p>
+
+<pre>ply score time nodes pv</pre>
+
+Where:
+<table>
+<tr align="left"><th>ply<td>Integer giving current search depth.
+<tr align="left"><th>score<td>Integer giving current evaluation in centipawns.
+<tr align="left"><th>time<td>Current search time in centiseconds (ex:
+1028 = 10.28 seconds).
+
+<tr align="left"><th>nodes<td>Nodes searched.
+<tr align="left"><th>pv<td>Freeform text giving current "best" line.
+You can continue the pv onto another line if you start each
+continuation line with at least four space characters.
+</table>
+
+<p>
+Example:
+</p>
+
+<pre>  9 156 1084 48000 Nf3 Nc6 Nc3 Nf6</pre>
+
+<p>
+Meaning:
+</p>
+
+9 ply, score=1.56, time = 10.84 seconds, nodes=48000, 
+PV = "Nf3 Nc6 Nc3 Nf6"
+
+<p>
+Longer example from actual Crafty output:
+</p>
+<pre>
+  4    109      14   1435  1. e4 d5 2. Qf3 dxe4 3. Qxe4 Nc6
+  4    116      23   2252  1. Nf3 Nc6 2. e4 e6
+  4    116      27   2589  1. Nf3 Nc6 2. e4 e6
+  5    141      44   4539  1. Nf3 Nc6 2. O-O e5 3. e4
+  5    141      54   5568  1. Nf3 Nc6 2. O-O e5 3. e4
+</pre>
+
+<p>
+You can use the PV to show other things; for instance, while in book,
+Crafty shows the observed frequency of different reply moves in its
+book.  In situations like this where your engine is not really
+searching, start the PV with a '(' character:
+</p>
+
+<pre>
+  0      0       0      0  (e4 64%, d4 24%)
+</pre>
+
+<p>
+GNU Chess output is very slightly different.  The ply number is
+followed by an extra nonblank character, and the time is in seconds,
+not hundredths of seconds.  For compatibility, xboard accepts the
+extra character and takes it as a flag indicating the different time
+units.  Example:
+</p>
+
+<pre>
+ 2.     14    0       38   d1d2  e8e7 
+ 3+     78    0       65   d1d2  e8e7  d2d3 
+ 3&     14    0       89   d1d2  e8e7  d2d3 
+ 3&     76    0      191   d1e2  e8e7  e2e3 
+ 3.     76    0      215   d1e2  e8e7  e2e3 
+ 4&     15    0      366   d1e2  e8e7  e2e3  e7e6 
+ 4.     15    0      515   d1e2  e8e7  e2e3  e7e6 
+ 5+     74    0      702   d1e2  f7f5  e2e3  e8e7  e3f4 
+ 5&     71    0     1085   d1e2  e8e7  e2e3  e7e6  e3f4 
+ 5.     71    0     1669   d1e2  e8e7  e2e3  e7e6  e3f4 
+ 6&     48    0     3035   d1e2  e8e7  e2e3  e7e6  e3e4  f7f5  e4d4 
+ 6.     48    0     3720   d1e2  e8e7  e2e3  e7e6  e3e4  f7f5  e4d4 
+ 7&     48    0     6381   d1e2  e8e7  e2e3  e7e6  e3e4  f7f5  e4d4 
+ 7.     48    0    10056   d1e2  e8e7  e2e3  e7e6  e3e4  f7f5  e4d4 
+ 8&     66    1    20536   d1e2  e8e7  e2e3  e7e6  e3d4  g7g5  a2a4  f7f5 
+ 8.     66    1    24387   d1e2  e8e7  e2e3  e7e6  e3d4  g7g5  a2a4  f7f5 
+ 9&     62    2    38886   d1e2  e8e7  e2e3  e7e6  e3d4  h7h5  a2a4  h5h4 
+                           d4e4 
+ 9.     62    4    72578   d1e2  e8e7  e2e3  e7e6  e3d4  h7h5  a2a4  h5h4 
+                           d4e4 
+10&     34    7   135944   d1e2  e8e7  e2e3  e7e6  e3d4  h7h5  c2c4  h5h4 
+                           d4e4  f7f5  e4f4 
+10.     34    9   173474   d1e2  e8e7  e2e3  e7e6  e3d4  h7h5  c2c4  h5h4 
+                           d4e4  f7f5  e4f4 
+</pre>
+
+<p>If your engine is pondering (thinking on its opponent's time) in post
+mode, it can show its thinking then too.  In this case your engine may
+omit the hint move (the move it is assuming its opponent will make)
+from the thinking lines <em>if and only if</em> it sends xboard the move in
+the usual "Hint: xxx" format before sending the first line.
+</p>
+
+<h2><a name="11">11. Time control</a></h2>
+
+<p>
+xboard supports three styles of time control: conventional chess clocks,
+the ICS-style incremental clock, and an exact number of seconds per move.
+</p>
+
+<p>In conventional clock mode, every time control period is the same.
+That is, if the time control is 40 moves in 5 minutes, then after each
+side has made 40 moves, they each get an additional 5 minutes, and so
+on, ad infinitum.  At some future time it would be nice to support a
+series of distinct time controls.  This is very low on my personal
+priority list, but code donations to the xboard project are accepted,
+so feel free to take a swing at it.  I suggest you talk to me first,
+though.
+</p>
+
+<p>
+The command to set a conventional time control looks like this:
+</p>
+
+<pre>
+  level 40 5 0
+  level 40 0:30 0
+</pre>
+
+<p>
+The 40 means that there are 40 moves per time control.  The 5 means
+there are 5 minutes in the control.  In the second example, the 0:30
+means there are 30 seconds.  The final 0 means that we are in
+conventional clock mode.
+</p>
+
+<p>
+The command to set an incremental time control looks like this:
+</p>
+
+<pre>
+  level 0 2 12
+</pre>
+
+<p>
+Here the 0 means "play the whole game in this time control period",
+the 2 means "base=2 minutes", and the 12 means "inc=12 seconds".  As
+in conventional clock mode, the second argument to level can be in
+minutes and seconds.
+</p>
+
+<p>
+At the start of the game, each player's clock is set to base minutes.
+Immediately after a player makes a move, inc seconds are added to his
+clock.  A player's clock counts down while it is his turn.  Your flag
+can be called whenever your clock is zero or negative.  (Your clock
+can go negative and then become positive again because of the
+increment.)
+</p>
+
+<p>
+A special rule on some ICS implementations: if you ask for a game with
+base=0, the clocks really start at 10 seconds instead of 0.  xboard
+itself does not know about this rule, so it passes the 0 on to the
+engine instead of changing it to 0:10.
+</p>
+
+<p>
+ICS also has time odds games.  With time odds, each player has his own
+(base, inc) pair, but otherwise things work the same as in normal
+games.  The Zippy xboard accepts time odds games but ignores the fact
+that the opponent's parameters are different; this is perhaps not
+quite the right thing to do, but gnuchess doesn't understand time
+odds.  Time odds games are always unrated.
+</p>
+
+<p>
+The command to set an exact number of seconds per move looks like this:
+</p>
+
+<pre>
+  st 30
+</pre>
+
+<p>
+This means that each move must be made in at most 30 seconds.  Time not used
+on one move does not accumulate for use on later moves.
+</p>
+
+<h2><a name="12">12. Analyze Mode</a></h2>
+
+<p>xboard supports analyzing fresh games, edited positions, and games
+from files.  However, all of these look the same from the chess
+engine's perspective. Basically, the engine just has to respond to the
+"analyze" command.  
+<font color=red>
+Beginning in protocol version 2,
+if your engine does not support analyze mode, it should use
+the feature command to set analyze=0.  
+</font>
+The older method of
+printing the error message "Error (unknown command): analyze" in
+response to the "analyze" command will also work, however.
+</p>
+
+<p>
+To enter analyze mode, xboard sends the command sequence "post", "analyze".  
+Analyze mode in your engine should be
+similar to force mode, except that your engine thinks about what move
+it would make next if it were on move.  Your engine should accept the
+following commands while in analyze mode:
+</p>
+
+<ul>
+<li>Any legal move, as in force mode
+<li><strong>undo</strong>&nbsp;&nbsp; Back up one move and analyze previous position.
+<li><strong>new</strong>&nbsp;&nbsp; Reset position to start of game but stay in analyze mode.
+<li><font color=red><strong>setboard</strong> if you have set feature setboard=1; otherwise <strong>edit</strong>.  Exiting edit mode returns to analyze mode.
+</font>
+<li><strong>exit</strong>&nbsp;&nbsp; Leave analyze mode.
+<li><strong>.</strong>&nbsp;&nbsp; Send a search status update (optional); see below.
+<li><font color=red>
+<strong>bk</strong>&nbsp;&nbsp; Show book moves from this position,
+if any; see above.</font>
+<li><font color=red>
+<strong>hint</strong>&nbsp;&nbsp; Show the predicted move from this
+position, if any; see above.</font>
+</ul>
+  
+<p>
+If the user selects "Periodic Updates", xboard will send the string
+".\n" to the chess engine periodically during analyze mode, unless the
+last PV received began with a '(' character.
+</p>
+
+<p>
+The chess engine should respond to ".\n" with a line like this:
+</p>
+
+<pre>
+stat01: time nodes ply mvleft mvtot <font color=red>mvname</font>
+</pre>
+
+Where:
+<table>
+<tr align="left"><th>time<td>Elapsed search time in centiseconds (ie: 567 = 5.67 seconds).
+<tr align="left"><th>nodes<td>Nodes searched so far.
+<tr align="left"><th>ply<td>Search depth so far.
+<tr align="left"><th>mvleft<td>Number of moves left to consider at this depth.
+<tr align="left"><th>mvtot<td>Total number of moves to consider.
+<tr align="left"><th><font color=red>mvname</font><td><font color=red>
+Move currently being considered (SAN or coordinate notation).  Optional;
+added in protocol version 2.</font>
+</table>
+
+<p>
+Examples:
+</p>
+<pre>
+  stat01: 1234 30000 7 5 30
+  stat01: 1234 30000 7 5 30 Nf3
+</pre>
+
+<p>
+Meaning:
+</p>
+
+<p>After 12.34 seconds, I've searched 7 ply/30000 nodes, there are a
+  total of 30 legal moves, and I have 5 more moves to search
+  before going to depth 8.  In the second example, of the 30 legal
+  moves, the one I am currently searching is Nf3.</p>
+
+<p>
+Implementation of the "." command is optional. If the engine does not
+respond to the "." command with a "stat01..." line, xboard will stop
+sending "."  commands.  If the engine does not implement this command,
+the analysis window will use a shortened format to display the engine
+info.
+</p>
+
+<p>
+To give the user some extra information, the chess engine can output
+the strings "++\n" and "--\n", to indicate that the current search is
+failing high or low, respectively.  You don't have to send anything
+else to say "Okay, I'm not failing high/low anymore."  xboard will
+figure this out itself.
+</p>
+
+<h2><a name="13">13. Idioms and backward compatibility features</a></h2>
+
+<p>
+Some engines have variant interpretations of the force/go/white/black,
+time/otim, and hard/easy command sets.  
+In order to accommodate these older engines, xboard uses these commands
+only according to the stylized patterns ("idioms") given in this section.
+The obsolete white and black commands
+have historically been particularly troublesome, and it is recommended
+that new engines set the feature colors=0 and/or ignore the commands.
+</p>
+
+<dl>
+
+<dt><strong>time N</strong>
+<dt><strong>otim N</strong>
+<dt><strong>MOVE</strong>
+<dd>Sent when the opponent makes a move and the engine is already
+playing the opposite color.
+<p>
+
+<dt><strong>white</strong>
+<dt><strong>go</strong>
+<dd>Sent when the engine is in force mode or playing Black but should
+switch to playing White.  This sequence is sent only when White is
+already on move.  
+<font color=red>
+If you set the feature colors=0, "white" is not sent.
+</font>
+<p>
+
+<dt><strong>black</strong>
+<dt><strong>go</strong>
+<dd>Sent when the engine is in force mode or playing White but should
+switch to playing Black.  This sequence is sent only when Black is
+already on move.  
+<font color=red>
+If you set the feature colors=0, "black" is not sent.
+</font>
+<p>
+
+<dt><strong>white</strong>
+<dt><strong>time N</strong>
+<dt><strong>otim N</strong>
+<dt><strong>black</strong>
+<dt><strong>go</strong>
+<dd>Sent when Black is on move, the engine is in force mode or playing
+White, and the engine's clock needs to be updated before it starts
+playing.  
+The initial "white" is a kludge to accommodate GNU Chess
+4's variant interpretation of these commands.  
+<font color=red>
+If you set the feature colors=0, "white" and "black" are not sent.
+</font>
+<p>
+
+<dt><strong>black</strong>
+<dt><strong>time N</strong>
+<dt><strong>otim N</strong>
+<dt><strong>white</strong>
+<dt><strong>go</strong>
+<dd>Sent when White is on move, the engine is in force mode or playing
+Black, and the engine's clock needs to be updated before it starts
+playing.  See previous idiom.  
+The initial "black" is a kludge to accommodate GNU Chess
+4's variant interpretation of these commands.  
+<font color=red>
+If you set the feature colors=0, "black" and "white" are not sent.
+</font>
+<p>
+
+<dt><strong>hard</strong>
+<dt><strong>easy</strong>
+<dd>Sent in sequence to turn off pondering if xboard is not sure
+whether it is on.  When xboard is sure, it will send "hard" or "easy"
+alone.  xboard does this because "easy" is a toggle in GNU Chess 4 but
+"hard" is an absolute on.
+
+</dl>
+
+<p>
+To support older engines, certain additional commands from the engine
+to xboard are also recognized.  (These are commands by themselves, not
+values to be placed in the comment field of the PGN result code.)
+These forms are not recommended for new engines; use the PGN result
+code commands or the resign command instead.
+</p>
+
+<table>
+<tr align="left"><th>Command              <th>Interpreted as
+<tr align="left"><td>White resigns        <td>0-1 {White resigns}
+<tr align="left"><td>Black resigns        <td>1-0 {Black resigns}
+<tr align="left"><td>White                <td>1-0 {White mates}
+<tr align="left"><td>Black                <td>0-1 {Black mates}
+<tr align="left"><td>Draw                 <td>1/2-1/2 {Draw}
+<tr align="left"><td>computer mates       <td>1-0 {White mates} or 0-1 {Black mates}
+<tr align="left"><td>opponent mates       <td>1-0 {White mates} or 0-1 {Black mates}
+<tr align="left"><td>computer resigns     <td>0-1 {White resigns} or 1-0 {Black resigns}
+<tr align="left"><td>game is a draw       <td>1/2-1/2 {Draw}
+<tr align="left"><td>checkmate            <td>1-0 {White mates} or 0-1 {Black mates}
+</table>
+
+<p>
+Commands in the above table are recognized if they begin a line and
+arbitrary characters follow, so (for example) "White mates" will be
+recognized as "White", and "game is a draw by the 50 move rule" will
+be recognized as "game is a draw".  All the commands are
+case-sensitive.
+</p>
+
+<p>
+An alternative move syntax is also recognized:
+</p>
+
+<table>
+<tr align="left"><th>Command              <th>Interpreted as
+<tr align="left"><td>NUMBER ... MOVE      <td>move MOVE
+</table>
+
+<p>
+Here NUMBER means any string of decimal digits, optionally ending in a
+period.  MOVE is any string containing no whitespace.  In this command
+format, xboard requires the "..." even if your engine is playing
+White.  A command of the form NUMBER MOVE will be ignored.  This odd
+treatment of the commands is needed for compatibility with gnuchessx.
+The original reasons for it are lost in the mists of time, but I
+suspect it was originally a bug in the earliest versions of xboard,
+before I started working on it, which someone "fixed" in the wrong
+way, by creating a special version of gnuchess (gnuchessx) instead of
+changing xboard.
+</p>
+
+<p>
+Any line that contains the words "offer" and "draw" is recognized as
+"offer draw".
+</p>
+
+<p>
+The "Illegal move" message is recognized even if spelled "illegal
+move" and even if the colon (":") is omitted.  This accommodates GNU
+Chess 4, which prints messages like "Illegal move (no matching
+move)e2e4", and old versions of Crafty, which print just "illegal move".
+</p>
+
+<p>
+In Zippy mode, for compatibility with older versions of Crafty,
+xboard passes through to ICS any line that begins "kibitz", "whisper",
+"tell", or "draw".  Do not use this feature in new code.  Instead, use the
+commands "tellall", "tellothers", "tellopponent", "tellics" (if needed),
+"1/2-1/2 {COMMENT}", or "offer draw", as appropriate.
+</p>
+
+<p>
+<font color=red>
+If the engine responds to the "sd DEPTH" command with an error message
+indicating the command is not supported (such as "Illegal move: sd"),
+xboard sets an internal flag and subsequently uses the command
+"depth\nDEPTH" instead, for the benefit of GNU Chess 4.  Note the
+newline in the middle of this command!  New engines should not rely on
+this feature.
+</font>
+</p>
+
+<p>
+<font color=red>
+If the engine responds to the "st TIME" command with an error message
+indicating the command is not supported (such as "Illegal move: st"),
+xboard sets an internal flag and subsequently uses the command "level
+1 TIME" instead, for the benefit of GNU Chess 4.  Note that this is
+not a standard use of the level command, as TIME seconds are not added
+after each player makes 1 move; rather, each move is made in at most
+TIME seconds.  New engines should not implement or rely on this
+feature.
+</font>
+</p>
+
+<font color=red>
+<p>
+In support of the -firstHost/-secondHost features, which allow a chess
+engine to be run on another machine using the rsh protocol, xboard recognizes
+error messages that are likely to come from rsh as fatal errors.  The following
+messages are currently recognized:
+</p>
+
+<blockquote>
+unknown host<br>
+No remote directory<br>
+not found<br>
+No such file<br>
+can't alloc<br>
+Permission denied<br>
+</blockquote>
+</font>
+
+<p>
+<font color=red>
+ChessBase/Fritz now implements the xboard/winboard protocol and can use
+WinBoard-compatible engines in its GUI.  ChessBase's version of the
+protocol is generally the same as version 1, except that they have
+added the commands <strong>fritz</strong>, <strong>reset</strong>, and
+<strong>ponder</strong>, and the edit subcommands
+<strong>castle</strong> and <strong>ep</strong>.  If you want your
+engine to work well with the ChessBase/Fritz GUI, you may need to
+implement these additional commands, and you should also be aware of
+the peculiar way that ChessBase uses the protocol.  See their <a
+href="http://www.chessbase.com/Products/engines/winboard/tech.htm"
+>web page</a> for documentation.
+</font>
+</p>
+
+<p>
+<font color=red>
+ChessMaster 8000 also implements version 1 of the xboard/winboard
+protocol and can use WinBoard-compatible engines.  The original
+release of CM8000 also has one additional restriction: only pure
+coordinate notation (e.g., e2e4) is accepted in the move command.  A
+patch to correct this should be available from The Learning Company
+(makers of CM8000) in February 2001.
+</font>
+</p>
+
+<hr noshade size="2">
+<address>converted to HTML by <a href="http://www.jakob.at/steffen/">Steffen A. Jakob</a></address>
+</body>
+</html>
diff --git a/programs/harvar93.txt b/programs/harvar93.txt
new file mode 100644
index 0000000..7ce4506
--- /dev/null
+++ b/programs/harvar93.txt
@@ -0,0 +1,519 @@
+4TH HARVARD CUP HUMAN VERSUS COMPUTER CHESS CHALLENGE 
+Saturday, 6 November 1993, 10:00 AM-5:30 PM 
+The Computer Museum, Boston 
+  
+  
+  
+HUMANS: Patrick Wolff, Michael Rohde, Boris Gulko, Joel Benjamin, 
+Ilya Gurevich, Alexander Ivanov -- all International Grandmasters. 
+  
+PROGRAMS: Kasparov's Gambit (Electronic Arts), BattleChess 4000 
+SVGA (Interplay Productions), Socrates Exp (Heuristic Software), 
+M-Chess Professional (M Chess) -- all running on 60MHz Intel Pentium 
+processor-based systems. Renaissance SPARC (Saitek Industries 
+Ltd.) -- SPARC processor. ChessSystem R30 (TASC B.V.) -- ARM processor. 
+  
+RULES: Six rounds, six games per round, time control G/25, minimum 
+10 minute intermission between rounds. Chief Arbiter -- Joel Salman. 
+  
+PRIZES: 1st place (human), $1000; 2nd place (human), $500. Top 
+human and top computer have their names engraved on the permanent 
+Malcolm H. Weiner Trophy and are invited back to the 5th Harvard Cup. 
+  
+SPONSORS: Intel Corporation, Electronic Arts, Interplay 
+Productions, Heuristic Software/Machiavelli Designs Inc., M Chess, 
+Saitek Industries Ltd., TASC B.V., Prodigy, USA Today Information 
+Center, Amerigames International, American Chess Foundation, IBM 
+PC Company (official computer equipment supplier), United States 
+Chess Federation (official chess equipment supplier). Special 
+thanks to The Computer Museum and its staff, the Harvard Chess 
+Club and its members, the Millburn Ridgefield Corporation, 
+Malcolm H. Wiener, and everyone who volunteered and helped make 
+the event a success. 
+  
+RESULTS: 
+  
+PLAYER    (FIDE)  SocExp   CSR30    MCPro    BC400    RenSPARC KGambit  TOTAL 
+Benjamin  (2620)  b 1-0    b 1-0    w 1-0    b 1-0    w 1-0    w 1-0    6.0 
+Ivanov    (2535)  b 0-1    w 1-0    b 1-0    b 1-0    w 1-0    w 1-0    5.0 
+Gulko     (2635)  b 1/2    w 1-0    b =-=    w =-=    b 1-0    w 1-0    4.5 
+Wolff     (2585)  w 1-0    b =-=    w 0-1    b 1-0    w 1-0    b 1-0    4.5 
+Gurevich  (2575)  w =-=    w 0-1    b 1-0    w 1-0    b 1-0    b 1-0    4.5 
+Rohde     (2575)  w 0-1    b 0-1    w 1-0    w 0-1    b =-=    b 1-0    2.5 
+           TOTAL    3.0      2.5      1.5      1.5      0.5      0.0    27-9 
+             TPR*  2588     2528     2395     2395     2168     ---- 
+              SE*   142      144      164      164      257      --- 
+  
+(Tournament performance ratings and standard errors calculated by 
+Mark Glickman using Newton-Raphson algorithm.) 
+  
+Final score:  Humans 27 -- Computers 9 (75%-25%) 
+Top Humans:   Joel Benjamin, 6-0 ($1000) 
+              Alexander Ivanov, 5-1 ($500) 
+Top Computer: Socrates Exp, 3-3 
+  
+  
+ROUND 1 
+  
+Alexander Ivanov -- Kasparov's Gambit 
+4th Harvard Cup (1) 1993 
+1 e4 e5 2 Nf3 Nc6 3 Bb5 a6 4 Ba4 Nf6 5 0-0 Be7 6 Re1 b5 7 Bb3 d6 8 
+c3 0-0 9 h3 Nb8 10 d4 Nbd7 11 Nbd2 Bb7 12 Bc2 Re8 13 Nf1 Bf8 14 
+Ng3 g6 15 a4 Bg7 16 Bd3 c6 17 Bg5 h6 18 Bd2 Kh7 19 h4 exd4 20 cxd4 
+Kg8 21 Qc1 Kh7 22 h5 c5 23 hxg6+ fxg6 24 e5 dxe5 25 dxe5 Ng4 26 
+Bxg6+ Kxg6 27 Qc2+ Kf7 28 Qf5+ Kg8 29 Qxg4 Bxf3 30 Qxf3 Nxe5 31 
+Qd1 Nc4 32 Rxe8+ Qxe8 33 Bc3 Rd8 34 Qg4 Ne5 35 Bxe5 Qxe5 36 axb5 
+axb5 37 Nf5 Kh8 38 Ra6 Qxb2 39 Rg6 Rd4 40 Nxd4 Qa1+ 41 Kh2 Qxd4 42 
+Qxd4 Bxd4 43 Rxh6+ Kg7 44 Rb6 Bxf2 45 Rxb5 Bd4 46 Kg3 Kf6 47 Kf4 
+Be5+ 48 Ke4 Bd4 49 Rb8 Kg5 50 Rc8 Kf6 51 g4 Kf7 52 Rd8 Kg6 53 Kf4 
+Bg7 54 Rd6+ Kf7 55 Kf5 Ke7 56 Re6+ Kd7 57 g5 Bd4 58 Re4 Kd6 59 g6 
+Bg7 60 Re6+ Kd7 61 Ra6 Ke7 62 Ra7+ Kf8 63 Ra8+ Ke7 64 Rc8 Bd4 65 
+Kg5 Kd6 66 Kh6 Kd7 67 Rxc5 Kd6 68 Rc8 1-0 
+  
+Ilya Gurevich -- BattleChess 4000 SVGA 
+4th Harvard Cup (1) 1993 
+1 e4 e5 2 Nf3 d6 3 d4 Nf6 4 Nc3 Nbd7 5 Bc4 Be7 6 a4 exd4 7 Nxd4 
+Ne5 8 Ba2 0-0 9 0-0 Bd7 10 f4 Bg4 11  Qe1 Ng6 12 h3 Bd7 13 Qf2 Qe8 
+14 Bd2 Bxa4 15 Nxa4 Nxe4 16 Qe3 Bh4 17 Nc3 Ng3 18 Rf3 Qxe3+ 19 
+Bxe3 a6 20 Bf2 Nh5 21 Bxh4 Nxh4 22 Rf2 Rae8 23 g4 Nf6 24 Kh2 Re3 
+25 Re2 Rxe2+ 26 Ndxe2 Re8 27 Kg3 Ng6 28 Kf3 Nh4+ 29 Kf2 h5 30 g5 
+Ne4+ 31 Nxe4 Rxe4 32 Bd5 Rb4 33 b3 Kf8 34 Bc4 c6 35 Ra4 Rxa4 36 
+bxa4 Ng6 37 Bd3 b5 38 axb5 cxb5 39 Bxg6 fxg6 40 Ke3 Kf7 41 Nd4 d5 
+42  Kd3 b4 43 Nc6 Ke6 44 Nxb4 a5 45 Nc6 a4 46 Nd4+ Kf7 47 Kc3 a3 
+48 Kb3 a2 49 Kxa2 Ke7 50 Kb3 Kd7 51 Kb4 1-0 
+  
+Socrates Exp -- Joel Benjamin 
+4th Harvard Cup (1) 1993 
+1 e4 c5 2 c3 d5 3 exd5 Qxd5 4 d4 Nf6 5 Nf3 Nc6 6 Na3 Bg4 7 Be2 
+cxd4 8 cxd4 e5 9 dxe5 Qxd1+ 10 Bxd1 Bb4+ 11 Bd2 Bxd2+ 12 Kxd2 0-0-0+ 
+13 Kc1 Ne4 14 Rf1 Rd5 15 Nd2 Nxd2 16 Bxg4+ Kb8 17 Re1 Rhd8 18 
+f4 Rc5+ 19 Nc2 Nb4 20 Bd1 Nxc2 21 Bxc2 Rdc8 22 Kxd2 Rxc2+ 23 Ke3 
+Rxb2 24 Re2 Rc3+ 25 Kf2 Rxe2+ 26 Kxe2 Ra3 27 Kd2 g6 28 g3 h5 29 
+Ke2 b5 30 Kd2 Kb7 31 Kc2 Kb6 32 Kb2 Re3 33 Rc1 Re2+ 34 Rc2 Rxc2+ 
+35 Kxc2 Kc5 36 Kd3 Kd5 37 Ke3 a5 38 Kd3 b4 39 Ke3 a4 40 Kd3 Kc5 41 
+h3 Kd5 42 g4 h4 43 f5 gxf5 44 gxf5 Kxe5 45 f6 Kxf6 46 Kc4 b3 47 
+axb3 axb3 48 Kxb3 Ke5 49 Kc3 Kf4 50 Kd4 Kg3 51 Ke4 Kxh3 0-1 
+  
+Patrick Wolff -- M-Chess Professional 3.42 
+4th Harvard Cup (1) 1993 
+1 e4 c5 2 Nf3 d6 3 d4 cxd4 4 Nxd4 Nf6 5 Nc3 a6 6 Bc4 e6 7 Bb3 b5 8 
+0-0 Be7 9 Qf3 Qc7 10 Qg3 b4 11 Nce2 0-0 12 Bh6 Ne8 13 c3 bxc3 14 
+Nxc3 Nd7 15 Bxe6 fxe6 16 Nxe6 Qc4 17 Bxg7 Qxe6 18 Bxf8+ Kxf8 19 f4 
+Rb8 20 b3 Nef6 21 Rae1 Qg4 22 Qxg4 Nxg4 23 h3 Ngf6 24 e5 Ne8 25 
+Nd5 Bh4 26 Re3 dxe5 27 fxe5+ Kg7 28 Re4 Bg5 29 Rg4 Kh6 30 Rf5 Ndf6 
+31 Rgxg5 Bxf5 32 Rxf5 Nxd5 33 g4 Ng7 34 Rf7 Ne6 35 Kg2 Rc8 36 Kg3 
+Ng5 37 Ra7 Rc3+ 38 Kf2 Nxh3+ 39 Ke1 Re3+ 40 Kd2 Nhf4 41 Rxa6+ Kg5 
+42 Ra7 Re2+ 43 Kc1 Nd3+ 0-1 
+  
+Renaissance SPARC -- Boris Gulko 
+4th Harvard Cup (1) 1993 
+1 c4 e5 2 Nf3 e4 3 Nd4 Nc6 4 Nxc6 dxc6 5 Nc3 Nf6 6 g3 Bc5 7 Qb3 0-0 
+8 Bg2 Re8 9 0-0 h5 10 Na4 Bd4 11 e3 Be5 12 Nc5 h4 13 Nxb7 Qe7 14 
+d4 exd3 15 Na5 hxg3 16 Nxc6 gxf2+ 17 Kh1 Qd6 18 c5 Qxc5 19 Nxe5 
+Qxe5 20 Rxf2 Bf5 21 Bxa8 Rxa8 22 a4 Ng4 23 Rf4 Be4+ 24 Kg1 Qh5 25 
+Qxf7+ Qxf7 26 Rxf7 Kxf7 27 Bd2 Ke6 28 Rc1 Rh8 29 Rc4 Kd5 30 Rd4+ 
+Ke5 31 Ba5 c5 32 Bc7+ Kf5 33 Rd7 Nf6 34 Rd6 Ne8 35 Rd8 Nxc7 36 
+Rxh8 d2 37 Rf8+ Ke5 38 Rf1 Bc2 39 a5 d1/Q 0-1 
+  
+ChessSystem R30 -- Michael Rohde 
+4th Harvard Cup (1) 1993 
+1 d4 Nf6 2 c4 e6 3 Nf3 Bb4+ 4 Bd2 c5 5 Bxb4 cxb4 6 g3 0-0 7 Nbd2 
+Nc6 8 Bg2 d6 9 0-0 e5 10 Qc2 Bg4 11 e3 a5 12 dxe5 dxe5 13 Rfd1 Qe7 
+14 Ne4 Rad8 15 h3 Bf5 16 Nfd2 Kh8 17 g4 Bg6 18 Rac1 Rd7 19 g5 Ng8 
+20 Nf1 Rfd8 21 Nfg3 h6 22 h4 f5 23 Rxd7 Rxd7 24 h5 fxe4 25 hxg6 
+Qxg5 26 Bxe4 Nf6 27 Bf5 Rd8 28 Kf1 Nh5 29 Nxh5 Qxh5 30 Be4 Ne7 31 
+Bxb7 Nxg6 32 c5 Nh4 33 c6 Qg4 34 c7 Qh3+ 35 Ke1 Rc8 36 Rd1 1-0 
+  
+  
+ROUND 2 
+  
+Kasparov's Gambit -- Ilya Gurevich 
+4th Harvard Cup (2) 1993 
+1 d4 Nf6 2 c4 g6 3 Nc3 d5 4 Bf4 Bg7 5 e3 c5 6 dxc5 Qa5 7 Rc1 Ne4 8 
+cxd5 Nxc3 9 Qd2 Qxa2 10 bxc3 Qa5 11 Nf3 Nd7 12 c6 bxc6 13 dxc6 Nc5 
+14 Qb2 Na4 15 Qa3 0-0 16 Nd4 e5 17 Nb3 Qd5 18 Bxe5 Bxe5 19 Qxa4 
+Rb8 20 Nd4 Rb2 21 Qxa7 Bh3 22 Qa3 Rfb8 23 c4 Qe4 24 f3 Qh4+ 25 g3 
+Qh6 26 Nb5 Bxf1 27 c7 Re8 28 Rxf1 Qxh2 29 Qd3 Bxc7 30 Kd1 Red8 31 
+Nd4 Qg2 32 Ra1 Be5 33 Kc1 Bxd4 34 exd4 Re8 0-1 
+  
+BattleChess 4000 SVGA -- Joel Benjamin 
+4th Harvard Cup (2) 1993 
+1 e4 c5 2 Nc3 Nc6 3 f4 e6 4 Nf3 Nge7 5 d4 cxd4 6 Nxd4 d5 7 Nxc6 
+bxc6 8 Be3 Rb8 9 Rb1 Qc7 10 Qd2 dxe4 11 Nxe4 Nd5 12 Bc4 f5 13 Bxd5 
+cxd5 14 Nc3 Ba6 15 Bd4 Bd6 16 Qe3 Kf7 17 g3 Rb4 18 a3 Rc4 19 b4 
+Rc8 20 Kd2 Qd7 21 Rhe1 Be7 22 Rb3 Rxd4+ 23 Qxd4 Bf6 24 Qf2 Bc4 25 
+Rbb1 d4 26 Nd1 d3 27 c3 Qa4 28 Rc1 Qxa3 29 h4 Bb3 30 c4 Qxb4+ 31 
+Nc3 Bc2 32 Qxa7+ Kg8 33 Re5 Bxe5 34 fxe5 Qxc4 35 Qa3 Qd4 36 Rf1 
+Qxe5 37 Rf4 h6 38 Qb4 Rxc3 39 Qxc3 Qe2+ 40 Kc1 Qd1+ 41 Kb2 Qb1+ 42 
+Ka3 d2 43 Rd4 d1/Q 44 Rxd1 Bxd1 45 Qc8+ Kh7 46 Qxe6 Qb3+ 47 Qxb3 
+Bxb3 48 Kxb3 Kg6 49 Kc4 Kh5 50 Kd3 Kg4 51 Ke2 Kxg3 52 h5 Kg4 53 
+Kd3 Kxh5 54 Kc4 f4 0-1 
+  
+Michael Rohde -- Socrates Exp 
+4th Harvard Cup (2) 1993 
+1 Nf3 Nf6 2 c4 b6 3 Nc3 Bb7 4 d4 d5 5 cxd5 Nxd5 6 Qc2 e6 7 e4 Nxc3 
+8 bxc3 Nd7 9 Bd3 Be7 10 0-0 0-0 11 Bf4 c5 12 d5 exd5 13 exd5 Bxd5 
+14 Bxh7+ Kh8 15 Bf5 Bxf3 16 gxf3 Bg5 17 Bd6 Be7 18 Bg3 Nf6 19 Rfe1 
+Rg8 20 Rad1 Qf8 21 Qe2 Re8 22 Bc2 Bd6 23 Qf1 Rxe1 24 Qxe1 Bxg3 25 
+hxg3 Qa8 26 Qe7 Qxf3 27 Re1 Qxc3 28 Bb1 Ra8 29 Rd1 Re8 30 Rd8 Qc1+ 
+31 Kg2 Rxd8 32 Qxd8+ Ng8 33 Be4 Qh6 34 Bd5 Qh5 35 Qd7 Nf6 36 Qc8+ 
+Kh7 37 Bf3 Qe5 38 Qb7 Qe6 39 Qxa7 c4 40 a4 c3 41 Qc7 Qb3 42 Qc8 c2 
+43 Qh3+ Kg6 44 Qc8 Qb2 45 Be2 c1/Q 46 Bd3+ Kg5 47 Qf5+ Kh6 48 Qh3 
+Nh5 49 Qf5 Qf6 0-1 
+  
+M-Chess Professional 3.42 -- Alexander Ivanov 
+4th Harvard Cup (2) 1993 
+1 e4 g6 2 d4 Bg7 3 Nc3 c6 4 Bc4 b5 5 Bb3 a5 6 a4 b4 7 Nce2 d5 8 e5 
+Na6 9 Bg5 f6 10 exf6 exf6 11 Bf4 Ne7 12 h3 0-0 13 Nf3 g5 14 Bg3 
+Ng6 15 h4 g4 16 Nd2 h5 17 c3 Bf5 18 0-0 Bh6 19 Bc2 Bxc2 20 Qxc2 f5 
+21 Nb3 Kg7 22 Be5+ Kh7 23 Ng3 Qxh4 24 Nxf5 Qg5 25 Nxh6 Kxh6 26 
+Nxa5 Rac8 27 Bd6 Rf6 28 Bxb4 Nxb4 29 cxb4 Nh4 30 Kh1 Nf3 31 g3 
+Nxd4 32 Qc3 Nf3 33 Rfd1 Kg7 34 Nb3 h4 35 Nd4 Kf7 36 Kg2 Rh8 37 
+gxh4 Nxh4+ 38 Kf1 g3 39 f3 Ng6 40 b5 Nf4 41 Ne2 Rh1+ 42 Ng1 Rxg1+ 
+43 Kxg1 Ne2+ 44 Kg2 Nxc3 45 Rd3 Ne2 46 Rb3 Nf4+ 47 Kf1 g2+ 48 Kf2 
+Re6 49 Re3 Nh3+ 50 Ke2 Qxe3+ 51 Kd1 Qd3+ 52 Kc1 g1/R mate 0-1 
+  
+Patrick Wolff -- Renaissance SPARC 
+4th Harvard Cup (2) 1993 
+1 e4 c5 2 Nf3 d6 3 d4 Nf6 4 Nc3 cxd4 5 Nxd4 g6 6 Be3 Bg7 7 f3 0-0 
+8 Qd2 Nc6 9 Bc4 Qa5 10 0-0-0 Bd7 11 Bb3 Rfc8 12 h4 Ne5 13 Kb1 Nc4 
+14 Bxc4 Rxc4 15 Nb3 Qc7 16 h5 gxh5 17 Bh6 Kh8 18 Bxg7+ Kxg7 19 Nd5 
+Nxd5 20 Qg5+ Kf8 21 exd5 Rc8 22 Qh6+ Ke8 23 Qxh7 Kd8 24 Rd2 Be8 25 
+Re1 a5 26 Nd4 Rb4 27 Qe4 Qd7 28 Rde2 Rc7 29 a3 Rb6 30 Kc1 Qa4 31 
+Nf5 Qb3 32 Qxe7+ Rxe7 33 cxb3 Rxe2 34 Rxe2 Bd7 35 Nd4 h4 36 Kd2 
+Bc8 37 Re1 h3 38 g4 a4 39 b4 Bd7 40 Rh1 Ra6 41 Rxh3 Rb6 42 Rh7 Be8 
+43 g5 Kc8 44 f4 Ra6 45 f5 Rb6 46 f6 Kd8 47 g6 fxg6 48 Ne6+ Kc8 49 
+Re7 Bf7 50 Rxf7 Kb8 51 Rd7 Ka7 52 f7 1-0 
+  
+Boris Gulko -- ChessSystem R30 
+4th Harvard Cup (2) 1993 
+1 d4 c6 2 Nf3 Nf6 3 Bf4 d6 4 e3 Nd5 5 Bg3 Qb6 6 Qc1 g6 7 c4 Nf6 8 
+Nc3 Bf5 9 Be2 Bg7 10 0-0 0-0 11 c5 dxc5 12 Na4 Qb4 13 Nxc5 Nbd7 14 
+a3 Qb6 15 Na4 Qb3 16 Nc3 Nb6 17 Nd2 Qe6 18 Re1 Nfd5 19 e4 Nxc3 20 
+bxc3 Bg4 21 f3 Bh5 22 Rb1 Rfc8 23 Qc2 c5 24 d5 Qf6 25 e5 Qg5 26 f4 
+Qh6 27 c4 Bxe2 28 Rxe2 Qh5 29 Nf3 Rc7 30 h3 Qf5 31 Qxf5 gxf5 32 
+Rc2 Bh6 33 Ne1 Bg7 34 Nd3 f6 35 Bf2 fxe5 36 fxe5 Na4 37 Re1 Rac8 
+38 Nf4 Rd7 39 Bh4 b5 40 cxb5 c4 41 e6 Rb7 42 Bxe7 Bc3 43 Rd1 Rxe7 
+44 d6 Rg7 45 Nd5 Rb8 46 Nxc3 Nc5 47 Re2 Kf8 48 Rd5 Rg3 49 Rxc5 
+Rxc3 50 d7 Ke7 51 Rc8 Rd3 52 Rxb8 1-0 
+  
+  
+ROUND 3 
+  
+Boris Gulko -- Kasparov's Gambit 
+4th Harvard Cup (3) 1993 
+1 d4 Nf6 2 Bf4 Nc6 3 Nf3 e6 4 c4 Bb4+ 5 Nbd2 d6 6 a3 Bxd2+ 7 Qxd2 
+0-0 8 e3 Qe8 9 Be2 e5 10 Bg3 e4 11 Ng1 Bf5 12 Bh4 Qe7 13 Bd1 a6 14 
+Ne2 h6 15 Nc3 g5 16 Bg3 Rad8 17 h4 g4 18 h5 d5 19 cxd5 Nxd5 20 
+Nxd5 Rxd5 21 Bb3 Rd7 22 Rc1 Be6 23 Bxe6 Qxe6 24 Rc5 f5 25 0-0 Qf7 
+26 Qc2 Rfd8 27 Rc1 Re8 28 Qc4 Qxc4 29 R1xc4 Rf8 30 b4 Rff7 31 a4 
+Ne7 32 Bxc7 Nd5 33 Be5 Nb6 34 Rc1 Nxa4 35 Rc8+ Rf8 36 Rxf8+ Kxf8 
+37 Rc8+ Ke7 38 Rh8 Nb2 39 Rxh6 Nd3 40 Rh7+ Ke6 41 Rxd7 1-0 
+  
+Michael Rohde -- BattleChess 4000 SVGA 
+4th Harvard Cup (3) 1993 
+1 Nf3 Nf6 2 c4 g6 3 Nc3 d5 4 cxd5 Nxd5 5 Qa4+ Nc6 6 Nxd5 Qxd5 7 e4 
+Qe6 8 Bb5 Bd7 9 0-0 Bg7 10 d3 Qd6 11 Be3 Bxb2 12 Rab1 Bg7 13 d4 a6 
+14 e5 Qe6 15 d5 Qxd5 16 Rfd1 Qe6 17 Bc4 Nxe5 18 Bxe6 Nxf3+ 19 gxf3 
+Bxa4 20 Bb3 Bc6 21 Bd5 Bxd5 22 Rxd5 e6 23 Rd2 b6 24 Rc2 Be5 25 f4 
+Bd6 26 Kg2 0-0 27 Rc6 Rfd8 28 Kf3 Kf8 29 Ke2 Ke7 30 h3 Kf6 31 Rd1 
+Rab8 32 Kf3 Kf5 33 Rg1 h6 34 h4 Rd7 35 Rcc1 Be7 36 Rh1 h5 37 Rc6 
+Rb7 38 Rh2 Rd3 39 Rh1 Bd6 40 Rg1 Bxf4 [time] 0-1 
+  
+Socrates Exp -- Alexander Ivanov 
+4th Harvard Cup (3) 1993 
+1 e4 g6 2 d4 Bg7 3 Nf3 d6 4 Be2 b6 5 0-0 Bb7 6 Nc3 e6 7 d5 e5 8 
+Be3 Nd7 9 a4 Ne7 10 a5 a6 11 axb6 cxb6 12 Qd2 0-0 13 Bh6 b5 14 
+Bxg7 Kxg7 15 Rfe1 h6 16 Rad1 Rc8 17 Bd3 Qc7 18 Nh4 g5 19 Nf3 Nc5 
+20 Rc1 Ng6 21 Qe3 Qd7 22 Bf1 b4 23 Na2 a5 24 Nd2 f5 25 exf5 Rxf5 
+26 Nc4 Qc7 27 Qh3 Rcf8 28 Ne3 R5f6 29 Qh5 Bc8 30 Qe2 Rxf2 31 Qxf2 
+Rxf2 32 Kxf2 Ne4+ 33 Kg1 Qf7 34 Bd3 Qf2+ 35 Kh1 Nc5 36 Re2 Qh4 37 
+Bf5 Ba6 38 g3 Qd4 39 c3 bxc3 40 bxc3 Qa4 41 c4 Ne7 42 Rcc2 Qe8 43 
+Rf2 Bc8 44 Bxc8 Qxc8 45 Nc3 Nd3 46 Rfd2 Nb4 47 Rb2 Qc5 48 Re2 Qd4 
+49 Nb5 Qe4+ 50 Kg1 Qg6 51 Nc7 Kg8 52 Ne6 Qd3 53 Re1 Ng6 54 Rbb1 h5 
+55 Nxg5 h4 56 Rbd1 Qb3 57 Ne4 Nd3 58 Rb1 Qa2 59 Rb8+ Kf7 60 Rf1+ 
+Ke7 61 Nf5+ Kd7 62 Rb7+ Kd8 63 Nxd6 h3 64 Rf8+ Nxf8 65 Nf7+ 1-0 
+  
+Joel Benjamin -- M-Chess Professional 3.42 
+4th Harvard Cup (3) 1993 
+1 d4 Nf6 2 Nf3 d5 3 c4 e6 4 Nc3 c5 5 cxd5 exd5 6 Bg5 Be7 7 e3 Nc6 
+8 dxc5 0-0 9 Rc1 h6 10 Bh4 Be6 11 Be2 Bxc5 12 Nxd5 Qa5+ 13 Qd2 
+Qxd2+ 14 Nxd2 Bxd5 15 Rxc5 g5 16 Bg3 Bxg2 17 Rg1 Bh3 18 f4 Nh7 19 
+Nf3 Rfc8 20 fxg5 b6 21 Rc3 hxg5 22 Ba6 Bg4 23 Bxc8 Rxc8 24 Ne5 
+Nxe5 25 Bxe5 Rxc3 26 Bxc3 Be6 27 Kf2 f6 28 Bd4 a6 29 a3 b5 30 Rc1 
+Bc4 31 Rc3 Kf7 32 b3 Bd5 33 Rc7+ Kg6 34 b4 Nf8 35 Ra7 Ne6 36 Rxa6 
+Nxd4 37 exd4 Kf5 38 Ke3 Kg6 39 Rd6 Bb3 40 Rb6 Bc4 41 Rc6 Bb3 42 
+Rc3 Be6 43 Rc5 Bd7 44 d5 f5 45 Rc7 f4+ 46 Kd4 Bf5 47 d6 Kf6 48 d7 
+Ke7 49 d8/Q+ Kxd8 50 Rc5 Bd7 51 Rxg5 f3 52 Ke3 f2 53 Kxf2 Ke7 54 
+h4 Kf6 55 Ke3 Be8 56 Kf4 Bc6 57 h5 1-0 
+  
+Renaissance SPARC -- Ilya Gurevich 
+4th Harvard Cup (3) 1993 
+1 Nf3 Nf6 2 d4 g6 3 c4 Bg7 4 Nc3 d5 5 Qa4+ Bd7 6 Qb3 dxc4 7 Qxc4 
+a6 8 Bf4 b5 9 Qc5 0-0 10 Bxc7 Qc8 11 Be5 Qxc5 12 dxc5 Nc6 13 e3 
+Nxe5 14 Nxe5 Rfc8 15 Nd3 Bf5 16 a4 Bxd3 17 Bxd3 b4 18 Na2 Nd7 19 
+c6 Nc5 20 Nxb4 a5 21 Rc1 Nb3 22 Rc4 axb4 23 Rxb4 Na5 24 Be4 Nxc6 
+25 Bxc6 Rxc6 26 0-0 Rc2 27 b3 Bf6 28 Rd1 Ra2 29 Rb7 Rc8 30 g3 Rcc2 
+31 Rf1 Bg5 32 Kg2 Bxe3 33 Rxe7 Bxf2 34 Kh3 h5 35 Kh4 Kg7 36 Kh3 
+Kh6 37 Rxf7 Bg1 38 g4 Rxh2+ 39 Kg3 h4+ 40 Kf4 Rhf2+ 41 Ke4 Rxf7 42 
+Rxf7 h3 43 Rf8 h2 44 Rh8+ Kg5 45 Kd3 Kxg4 46 Rh6 g5 47 Rh7 Kg3 48 
+Rh5 g4 49 a5 Kg2 50 Ke4 h1/Q 0-1 
+  
+ChessSystem R30 -- Patrick Wolff 
+4th Harvard Cup (3) 1993 
+1 e4 c5 2 c3 Nf6 3 e5 Nd5 4 d4 cxd4 5 cxd4 d6 6 Nf3 Nc6 7 Nc3 dxe5 
+8 dxe5 Nxc3 9 Qxd8+ Nxd8 10 bxc3 Bd7 11 Bd3 e6 12 0-0 Rc8 13 Bd2 
+h6 14 Rfe1 Bc5 15 Nd4 0-0 16 Nb3 Be7 17 Rad1 Nc6 18 f4 Rfd8 19 Be3 
+Be8 20 Bf2 Kf8 21 Re3 b6 22 Rh3 Nb8 23 Bd4 Ba4 24 f5 exf5 25 Bxf5 
+Bd7 26 Rf3 Kg8 27 Bxd7 Rxd7 28 Re1 Nc6 29 Rxf7 Nxd4 30 Nxd4 Kxf7 
+31 e6+ Ke8 32 exd7+ Kxd7 33 Rd1 Bf6 34 Nb5+ Ke6 35 Nxa7 Rxc3 36 
+Nb5 Rc6 37 Re1+ Kd5 38 Rd1+ Kc4 39 Rc1+ Kd5 40 Rd1+ Ke4 41 a4 Ke3 
+42 Re1+ Kd3 43 Kf2 Kc2 44 Kf3 Kb3 45 Re4 Rc4 46 Rxc4 Kxc4 47 Nc7 
+Kb4 48 Nd5+ Ka5 49 Ke4 Bd8 50 Nc3 Kb4 51 Kd3 Kb3 52 g3 Be7 53 Nd5 
+Bc5 54 Nc3 Bb4 55 Nd5 Ba5 56 Ne7 h5 57 Nd5 Kxa4 58 Nf4 b5 59 Nxh5 
+Ka3 60 Nxg7 b4 61 Nf5 b3 62 Ne3 Bc7 63 Nd5 b2 64 Kc2 Ka2 65 Nc3+ 
+Ka1 1/2-1/2 
+  
+  
+ROUND 4 
+  
+Joel Benjamin -- Kasparov's Gambit 
+4th Harvard Cup (4) 1993 
+1 d4 Nf6 2 Nf3 d5 3 c4 e6 4 Nc3 Be7 5 Bg5 0-0 6 e3 h6 7 Bh4 Ne4 8 
+Bxe7 Qxe7 9 Rc1 Nxc3 10 Rxc3 c6 11 Bd3 dxc4 12 Rxc4 Nd7 13 0-0 e5 
+14 dxe5 Nxe5 15 Re4 Nxf3+ 16 Qxf3 Be6 17 Bc4 Rad8 18 Bxe6 fxe6 19 
+Qe2 Rd5 20 h3 Rfd8 21 b4 Rd2 22 Qc4 R8d5 23 a4 Kh8 24 b5 c5 25 a5 
+b6 26 a6 e5 27 Rg4 Qd7 28 Rg6 Rb2 29 Rc6 Rb4 30 Qe2 Rd2 31 Qf3 Kg8 
+32 Qg3 Rxb5 33 Rxh6 Qd3 34 Re1 Rbb2 35 Rg6 Qd7 36 Qxe5 Rxf2 37 Kh2 
+Ra2 38 e4 Rad2 39 Re3 Rf7 40 Reg3 Re7 41 Qb8+ Qd8 42 Qf4 Rd4 43 
+Qg5 Qd7 44 e5 Rd5 45 Qh4 Rexe5 46 Rh6 Qe7 47 Rh8+ Kf7 48 Rf3+ Ke6 
+49 Qg4+ Kd6 50 Qc8 Qc7 51 Qa8 Kd7 52 Rg3 Rg5 53 Re8 Kd6 54 Rge3 c4 
+55 Rd8+ Qxd8 56 Qxd8+ Kc6 57 Qc8+ Kb5 58 Qc7 Rd2 59 Rg3 Rxg3 60 
+Kxg3 Kxa6 61 Qxc4+ Kb7 62 h4 a5 63 Qf4 [time] 1-0 
+  
+BattleChess 4000 SVGA -- Patrick Wolff 
+4th Harvard Cup (4) 1993 
+1 e4 c5 2 Nf3 d6 3 d4 cxd4 4 Nxd4 Nf6 5 Nc3 Nc6 6 Bg5 e6 7 Qd2 Be7 
+8 0-0-0 0-0 9 Nb3 Qb6 10 f3 Rd8 11 Be3 Qc7 12 Qf2 d5 13 Kb1 dxe4 
+14 Rxd8+ Bxd8 15 Nxe4 Nxe4 16 fxe4 b6 17 Bf4 e5 18 Be3 Be6 19 Bb5 
+Be7 20 Rd1 Nd8 21 Qg3 Nb7 22 Bh6 Bf6 23 Rf1 Qd8 24 Be3 Nd6 25 Rd1 
+Qc7 26 Bd3 Qc6 27 Nd2 Rc8 28 Rf1 Kh8 29 h4 Nc4 30 Nxc4 Bxc4 31 Bf2 
+Bxh4 32 Qh3 Bxd3 33 Qxd3 Rd8 34 Qe2 Bxf2 35 Qxf2 Qxe4 36 Qxf7 Qf4 
+37 a3 Rd1+ 38 Rxd1 Qxf7 39 Rd8+ Qg8 40 Rxg8+ Kxg8 41 b4 h5 42 c4 
+h4 43 c5 bxc5 44 bxc5 Kf7 45 Kc2 g5 46 Kd3 g4 47 c6 Ke6 48 Ke3 Kd6 
+49 Ke2 Kxc6 50 Kf1 h3 51 gxh3 gxh3 52 Kf2 e4 0-1 
+  
+Ilya Gurevich -- Socrates Exp 
+4th Harvard Cup (4) 1993 
+1 e4 e5 2 Nf3 Nf6 3 Nxe5 d6 4 Nf3 Nxe4 5 d3 Nf6 6 d4 g6 7 Bd3 Bg7 
+8 Qe2+ Be6 9 Ng5 Qe7 10 0-0 Nc6 11 c3 Bf5 12 Qxe7+ Nxe7 13 Bxf5 
+Nxf5 14 Re1+ Kf8 15 Na3 h6 16 Nf3 Re8 17 Bf4 g5 18 Bg3 Nd5 19 Nc2 
+Nde7 20 Re4 Nxg3 21 hxg3 f5 22 Re2 Nd5 23 Rae1 Rxe2 24 Rxe2 Kf7 25 
+Kf1 Bf6 26 Nd2 h5 27 Nc4 h4 28 N4e3 hxg3 29 fxg3 Ne7 30 Kf2 Rh7 31 
+Nb4 Rh2 32 Nbd5 Nxd5 33 Nxd5 Bd8 34 Ne3 Kg6 35 g4 f4 36 Nf5 Bf6 37 
+Re8 Rh8 38 Rxh8 Bxh8 39 Kf3 Kf6 40 Ke4 Ke6 41 d5+ Kf7 42 g3 fxg3 
+43 Nxg3 Be5 44 Ne2 Kg6 45 Nc1 Kf6 46 Nd3 Bh2 47 c4 a5 48 a3 a4 49 
+Kd4 Bg1+ 50 Kc3 Bc5 51 b4 axb3 52 Kxb3 Bd4 53 Kb4 Ke7 54 Kb5 Kd7 
+55 a4 c6+ 56 Kb4 Be3 57 Kc3 c5 58 Ne1 Bf4 59 Nf3 b6 60 Ng1 Ke7 61 
+Ne2 Be5+ 62 Kd3 Kf6 63 Ke4 Bb2 64 Ng3 Bc1 65 Nh1 Bf4 66 Nf2 Be5 67 
+Kf3 Ke7 68 Ne4 Bf4 69 Ke2 Kd7 70 Kd3 Ke7 71 Kc2 Ke8 72 Kb3 Ke7 73 
+a5 bxa5 74 Ka4 Kd7 75 Kxa5 Kd8 76 Kb6 Kd7 77 Kb7 Be3 78 Nc3 Bd2 79 
+Na4 Ba5 80 Nb6+ Ke8 81 Kc6 Kd8 82 Nd7 Ke7 83 Nb8 Bc3 84 Kc7 Ba5+ 
+85 Kc8 Kf6 86 Kd7 Be1 87 Kxd6 Bg3+ 88 Kxc5 Bxb8 89 Kc6 Be5 90 d6 
+Ke6 91 c5 Bf4 92 Kb7 Bxd6 93 cxd6 Kxd6 94 Kb6 Ke5 95 Kc5 Kf4 96 
+Kd4 Kxg4 97 Ke4 Kg3 98 Kf5 g4 99 Ke4 Kf2 100 Kf4 g3 [time] 1/2-1/2 
+  
+M-Chess Professional 3.42 -- Boris Gulko 
+4th Harvard Cup (4) 1993 
+1 e4 g6 2 d4 Bg7 3 Nc3 Nc6 4 d5 Nb8 5 Nf3 d6 6 Bd3 Nf6 7 0-0 0-0 8 
+h3 Nbd7 9 Be3 c6 10 Bd4 Qc7 11 Be2 Re8 12 Qd2 a6 13 Qg5 c5 14 Be3 
+b5 15 Qh4 b4 16 Na4 e6 17 dxe6 Rxe6 18 Ng5 Re7 19 Bc4 Bb7 20 Rad1 
+Ne5 21 Bd5 Bxd5 22 exd5 Rae8 23 Nxc5 h6 24 Nge4 Nxe4 25 Nxe4 Nd7 
+26 Ng3 Qxc2 27 Qxb4 Qxb2 28 Qxb2 Bxb2 29 Bxh6 Ba3 30 f3 f5 31 Bg5 
+Re5 32 Bf4 R5e7 33 Kh2 Nb6 34 h4 Kf7 35 h5 Kf6 36 h6 Rh7 37 Rd3 
+Bc5 38 Bc1 g5 39 Bb2+ Kg6 40 Bd4 Rxh6+ 41 Kg1 Bxd4+ 42 Rxd4 Rh4 43 
+Rd2 Re5 44 Rb1 Rxd5 45 Rxd5 Nxd5 46 Rd1 Ne3 47 Rxd6+ Kf7 48 Rxa6 
+Rc4 49 Ra3 Rc1+ 50 Kh2 Re1 51 Rb3 Kg6 52 a4 f4 53 Rb6+ Kg7 54 Nh5+ 
+Kf7 55 g3 Nf1+ 56 Kg2 Nxg3 57 Nxg3 fxg3 58 a5 Ra1 59 a6 Ra4 60 
+Kxg3 Kg7 61 Kf2 Ra3 62 Ke2 Kh7 63 Rc6 Kg7 64 Rd6 Kh7 65 Rb6 Kg7 66 
+Re6 Kh7 67 Rd6 Kg7 68 Rd7+ Kg6 69 a7 Kf5 70 Rf7+ Kg6 71 Rb7 Kf5 72 
+Rc7 Kf6 73 Rh7 Kf5 74 Rb7 Kf4 75 Rf7+ Ke5 76 Kf2 Ke6 77 Rg7 Kf6 78 
+Rc7 Kg6 79 Re7 Kf6 80 Rh7 Kg6 81 Rd7 Kf6 82 Rb7 Kg6 83 Ke1 Kf5 84 
+Kd2 Kf4 85 Rf7+ Ke5 86 Rd7 Kf4 87 Kc2 Ra6 88 Rf7+ Ke3 89 Kc3 Ra1 
+90 Kc4 Ra2 91 Kc5 Ra1 92 Kb6 Rb1+ 93 Kc7 Rc1+ 94 Kb8 Rb1+ 95 Rb7 
+Ra1 96 Rb3+ Kf4 97 a8/Q Rxa8+ 98 Kxa8 1/2-1/2 
+  
+Renaissance SPARC -- Michael Rohde 
+4th Harvard Cup (4) 1993 
+1 Nf3 Nf6 2 d4 e6 3 c4 b6 4 Nc3 Bb4 5 Bg5 h6 6 Bd2 Bb7 7 e3 0-0 8 
+Bd3 d6 9 0-0 Nbd7 10 Qa4 c5 11 a3 Bxc3 12 Bxc3 Ne4 13 Be1 Rc8 14 
+d5 Ndf6 15 dxe6 fxe6 16 Nh4 Ng4 17 Ng6 Qg5 18 Nxf8 Nxe3 19 fxe3 
+Nd2 20 Bh7+ Kh8 21 Bg3 Nxf1 22 Nxe6 Qxe3+ 23 Kxf1 Qxe6 24 Qc2 Qe3 
+25 Bxd6 Re8 26 Bg6 Re6 27 Bg3 Rxg6 28 Re1 Qg5 29 Re5 Qf6+ 30 Kg1 
+Bc6 31 Qe2 Kh7 32 Qd3 Qf7 33 b4 cxb4 34 axb4 Qd7 35 Qxd7 Bxd7 36 
+Re7 Bf5 37 Rxa7 Re6 38 Rc7 Re2 39 Bf2 Be4 40 g4 Kg8 41 Bxb6 Rg2+ 
+42 Kf1 Rxg4 43 Rd7 Bf5 44 Rd8+ Kf7 45 Bd4 Bd3+ 46 Kf2 Bxc4 47 Kf3 
+Rg5 48 Rd7+ Kf8 49 Rc7 Bb5 50 Kf4 Rg2 51 h3 Bd3 52 Kf3 Rg5 1/2-1/2 
+  
+Alexander Ivanov -- ChessSystem R30 
+4th Harvard Cup (4) 1993 
+1 e4 c5 2 Nf3 Nc6 3 d4 cxd4 4 Nxd4 Nf6 5 Nc3 g6 6 Nxc6 bxc6 7 e5 
+Ng8 8 Bc4 Bg7 9 Bf4 Qa5 10 0-0 Bxe5 11 Bxe5 Qxe5 12 Re1 Qf4 13 Re4 
+Qf6 14 Re3 d5 15 Bxd5 Bf5 16 Ne4 Bxe4 17 Bxe4 Rc8 18 c3 Nh6 19 Qa4 
+Kf8 20  Qxa7 Ng4 21 Rg3 Qe6 22 Qd4 Nf6 23 Bd3 c5 24 Qe3 Qxe3 25 
+Rxe3 c4 26 Bf1 e6 27 a4 Ke7 28 a5 Rc5 29 Ra4 Nd5 30 Re2 Ra8 31 Rd2 
+Raxa5 32 Rxa5 Rxa5 33 Bxc4 Ra1+ 34 Bf1 Ra2 35 Re2 h5 36 g3 g5 37 
+Rc2 g4 38 Bc4 Ra1+ 39 Kg2 Kd6 40 Rd2 Kc5 41 Bxd5 exd5 42 Rd4 Ra7 
+43 b4+ Kc6 44 c4 dxc4 45 Rxc4+ Kb5 46 Rc5+ Kxb4 47 Rxh5 Kc3 48 Rf5 
+Rc7 49 Rf4 Kd3 50 Rxg4 f6 51 Rf4 Rf7 52 h4 Rf8 53 g4 Rg8 54 Kf3 
+Rg6 55 h5 Rh6 56 Rf5 Kd4 57 Kf4 Kd3 58 f3 Kd4 59 Ra5 Kd3 60 Ra3+ 
+Kc4 61 Kf5 Kb5 62 Re3 Kc5 63 Re6 Kd5 64 Rxf6 1-0 
+  
+  
+ROUND 5 
+  
+Kasparov's Gambit -- Michael Rohde 
+4th Harvard Cup (5) 1993 
+1 d4 Nf6 2 c4 e6 3 Nc3 Bb4 4 Nf3 b6 5 Bg5 h6 6 Bd2 Bb7 7 e3 0-0 8 
+Bd3 d6 9 0-0 Nbd7 10 a3 Bxc3 11 Bxc3 Ne4 12 Be1 f5 13 Nd2 Ndf6 14 
+f3 Ng5 15 Bg3 Qe7 16 b4 Rad8 17 Qa4 a6 18 Kh1 Rb8 19 Rae1 Ba8 20 
+Qxa6 Bc6 21 c5 d5 22 Bc2 Qd7 23 cxb6 Bb5 24 bxc7 Bxa6 25 cxb8/Q 
+Rxb8 26 Bxb8 Bxf1 27 h4 Nf7 28 Rxf1 Qc8 29 Bxf5 exf5 30 Bf4 Qc3 31 
+Nb1 Qb2 32 Bg3 Nh5 33 Kh2 Nxg3 34 Kxg3 Nd6 35 Re1 Nc4 36 Kh3 Qf2 
+0-1 
+  
+Boris Gulko -- BattleChess 4000 SVGA 
+4th Harvard Cup (5) 1993 
+1 d4 Nf6 2 Bf4 d5 3 e3 Bf5 4 c4 Nc6 5 Nc3 e6 6 Nf3 Bb4 7 a3 Bxc3+ 
+8 bxc3 0-0 9 Bg5 Qe7 10 Bd3 Bxd3 11 Qxd3 dxc4 12 Qxc4 h6 13 Bh4 
+Qd8 14 0-0 Qd5 15 Qd3 Ne4 16 Rab1 Nd6 17 Nd2 Ne5 18 Qe2 Ng6 19 Bg3 
+Qc6 20 c4 Nf5 21 Rb4 Nxg3 22 hxg3 b6 23 Qh5 Rad8 24 Rc1 Rd6 25 Qb5 
+e5 26 Qxc6 Rxc6 27 d5 Rd6 28 e4 Re8 29 c5 Rd7 30 Ra4 Ra8 31 cxb6 
+cxb6 32 Rc6 Re8 33 Rac4 f6 34 a4 Ra8 35 Kf1 Kf7 36 Nf3 Ne7 37 Rc7 
+Ke8 38 Rc2 Kd8 39 R7c3 Rc8 40 Rxc8+ Nxc8 41 Ke2 Nd6 42 Kd3 f5 43 
+Nxe5 fxe4+ 44 Kd4 Rc7 45 Nc6+ Ke8 46 g4 Kd7 47 Re2 Kc8 48 Ke5 Kd7 
+49 Rc2 Rc8 50 Kd4 Rc7 51 Rc3 Ke8 52 Ke5 Kd7 53 Kd4 Ke8 54 Re3 Kf7 
+55 f3 exf3 56 gxf3 h5 57 Re6 Rxc6 58 dxc6 Kxe6 59 gxh5 Ne8 60 Kc4 
+Kd6 61 Kd4 Nf6 62 c7 Kxc7 63 Ke5 Nh5 64 Kf5 Ng3+ 65 Kg6 Ne2 66 
+Kxg7 Nd4 67 f4 Ne6+ 68 Kf6 Nxf4 69 Ke5 Ne2 70 Kd5 Nc3+ 71 Kc4 Nxa4 
+72 Kb5 Nc5 73 Kb4 Kd6 74 Kb5 Kd5 75 Kb4 a6 76 Kc3 a5 77 Kb2 b5 78 
+Kc3 b4+ 79 Kb2 Kc4 80 Kc2 Nd3 81 Kd2 b3 82 Ke3 b2 83 Ke4 a4 84 Kf5 
+a3 85 Ke6 Nb4 [time] 1/2-1/2 
+  
+Patrick Wolff -- Socrates Exp 
+4th Harvard Cup (5) 1993 
+1 e4 e5 2 Nf3 Nf6 3 Nc3 Bb4 4 Nxe5 0-0 5 Be2 Re8 6 Nd3 Bxc3 7 dxc3 
+Nxe4 8 c4 d6 9 0-0 Nc6 10 Nf4 Ne5 11 f3 Nc5 12 Re1 Bf5 13 Be3 Ng6 
+14 Qd2 Bxc2 15 Nh5 Bf5 16 g4 Bd7 17 b4 Ne6 18 f4 Nef8 19 f5 Ne5 20 
+Bh6 Qh4 21 Qf4 Bc6 22 Bxg7 Nf3+ 23 Bxf3 Rxe1+ 24 Rxe1 Qxe1+ 25 Kg2 
+Bxf3+ 26 Qxf3 Qxb4 27 Bc3 Qxc4 28 Nf6+ Kh8 29 Qe3 Qxa2+ 30 Kh3 Qb1 
+31 Nd5+ f6 32 Nxf6 Qf1+ 33 Kh4 Qc4 34 Nxh7+ Qxc3 35 Qxc3+ Kxh7 36 
+Qxc7+ Kg8 37 f6 Ne6 38 Qe7 Kh8 39 Qxe6 Rf8 40 g5 a5 41 g6 Rg8 42 
+Qf7 Rxg6 43 Qxg6 a4 44 Qg7 mate 1-0 
+  
+M-Chess Professional 3.42 -- Ilya Gurevich 
+4th Harvard Cup (5) 1993 
+1 e4 c5 2 Nf3 e6 3 d4 cxd4 4 Nxd4 a6 5 Bd3 Qc7 6 0-0 Nf6 7 Be3 Be7 
+8 Nc3 d6 9 Qf3 Nbd7 10 Qg3 0-0 11 Be2 Re8 12 Bh6 Bf8 13 Bd2 b5 14 
+a3 Bb7 15 f3 Rac8 16 Kh1 d5 17 Qxc7 Rxc7 18 exd5 Nxd5 19 Bd3 Nc5 
+20 Nxd5 Bxd5 21 Be2 g6 22 Bg5 Rcc8 23 Rfd1 Na4 24 Rab1 Ba2 25 Ra1 
+Nxb2 26 Rxa2 Nxd1 27 Bxd1 Red8 28 Bxd8 Rxd8 29 c3 e5 30 Rd2 exd4 
+31 Rxd4 Rxd4 32 cxd4 Bxa3 33 Kg1 Bb2 34 d5 Kf8 35 Kf2 Ke7 36 Ke3 
+Kd6 37 Kd3 a5 38 Be2 Be5 39 Kc2 b4 40 Kb3 Bxh2 41 Ka4 Kxd5 42 Bd1 
+Kd4 43 Kxa5 Bd6 44 Bb3 Ke3 45 Bxf7 Kf2 46 Bd5 Kxg2 47 Be4 Kg3 48 
+Kb5 Kf4 49 Kc6 h5 50 Kxd6 h4 51 Bxg6 h3 52 Kc5 h2 53 Kxb4 h1/Q 54 
+Be4 Qc1 0-1 
+  
+Alexander Ivanov -- Renaissance SPARC 
+4th Harvard Cup (5) 1993 
+1 e4 c6 2 d4 d5 3 e5 Bf5 4 h4 h5 5 c4 e6 6 Nc3 Nd7 7 cxd5 cxd5 8 
+Bg5 Be7 9 Qd2 Bxg5 10 hxg5 Rc8 11 Be2 Bg6 12 Nb5 Rc2 13 Qb4 Qxg5 
+14 Nf3 Qxg2 15 Rg1 Qh3 16 Nd6+ Kd8 17 Nxb7+ Kc7 18 Qd6+ Kc8 19 Ba6 
+Rc7 20 Nc5+ Kd8 21 Ng5 Qf5 22 Ngxe6+ fxe6 23 Nxe6+ Qxe6 24 Qxe6 
+Ne7 25 Rxg6 Rc6 26 Qxc6 Nxc6 27 Rxc6 1-0 
+  
+ChessSystem R30 -- Joel Benjamin 
+4th Harvard Cup (5) 1993 
+1 e4 c5 2 c3 d5 3 exd5 Qxd5 4 d4 Nf6 5 Nf3 Nc6 6 dxc5 Qxd1+ 7 Kxd1 
+e5 8 b4 Bf5 9 Nbd2 0-0-0 10 b5 Na5 11 Nxe5 Bxc5 12 Nxf7 Ne4 13 Ke1 
+Nxf2 14 Be2 Nxh1 15 Nxh8 Rxh8 16 g4 Bg6 17 a4 Nf2 18 Ba3 Re8 19 
+Bxc5 Nd3+ 20 Kf1 Nxc5 21 Ra3 Rf8+ 22 Kg1 Rd8 23 Nf3 Nab3 24 c4 Nd4 
+25 Nxd4 Rxd4 26 a5 Bd3 27 Bxd3 Rxd3 28 Rxd3 Nxd3 29 h3 Kc7 30 Kg2 
+Kd6 31 Kf3 Ne5+ 32 Ke4 Nxc4 33 Kd4 Nxa5 0-1 
+  
+  
+ROUND 6 
+  
+Kasparov's Gambit -- Patrick Wolff 
+4th Harvard Cup (6) 1993 
+1 d4 Nf6 2 c4 c5 3 d5 b5 4 cxb5 a6 5 bxa6 g6 6 e4 Nxe4 7 Qa4 Nf6 8 
+a7 Na6 9 Nf3 Bg7 10 Bxa6 Rxa7 11 Nc3 0-0 12 Qc4 Bxa6 13 Qxc5 Qb8 
+14 a4 Rc8 15 Qa3 Rb7 16 a5 Rb3 17 Qa2 Ng4 18 h3 Ne5 19 Nxe5 Bxe5 
+20 f4 Bxc3+ 21 bxc3 Rbxc3 22 Bd2 Rc2 23 Qb1 Rxd2 24 Qxb8 Re2+ 0-1 
+  
+BattleChess 4000 SVGA -- Alexander Ivanov 
+4th Harvard Cup (6) 1993 
+1 d4 g6 2 Nf3 Bg7 3 c3 d6 4 e4 Nf6 5 Bd3 Nbd7 6 0-0 e5 7 Bg5 h6 8 
+Bd2 0-0 9 Na3 b6 10 Re1 Bb7 11 Nb5 a6 12 Na3 Re8 13 Qc2 exd4 14 
+cxd4 d5 15 e5 Ne4 16 b4 c5 17 bxc5 bxc5 18 Rab1 Qc8 19 Bf4 g5 20 
+Be3 cxd4 21 Bxd4 g4 22 e6 Rxe6 23 Bxg7 gxf3 24 Qxc8+ Bxc8 25 Bd4 
+Ndc5 26 Bxe4 Nxe4 27 g3 Nd2 28 Rbd1 Re2 29 Nc2 Ne4 30 Nb4 Be6 31 
+a3 Rc8 32 Rc1 Rc4 33 Red1 Rxd4 34 Rxd4 Rxf2 35 Kh1 Rg2 36 Rf1 Nf2+ 
+37 Rxf2 Rxf2 38 h4 Re2 39 Rf4 d4 40 Nd3 Bd5 41 Kg1 Rg2+ 42 Kf1 Rd2 
+43 Ne5 d3 44 Rg4+ Kf8 45 Rd4 Be6 46 Nxf3 Ra2 47 Ke1 Rxa3 48 Kd2 
+Ke7 49 Rxd3 Rxd3+ 50 Kxd3 Kd6 51 Ke4 Bd5+ 52 Kf4 Bxf3 53 Kxf3 Ke5 
+54 Ke3 a5 55 Kd3 Kf5 56 Kc4 Kg4 57 Kd4 Kxg3 58 h5 Kg4 59 Kd3 f5 60 
+Kc4 f4 61 Kd3 a4 62 Kc3 f3 63 Kb4 f2 64 Kxa4 f1/Q 65 Kb4 Kxh5 66 
+Kc5 Kg4 67 Kd5 Kf5 68 Kd4 Qd1+ 69 Kc5 Ke5 70 Kb5 Kd5 71 Kb6 Kd6 72 
+Kb7 Qb3+ 73 Ka8 Kc7 0-1 
+  
+Socrates Exp -- Boris Gulko 
+4th Harvard Cup (6) 1993 
+1 e4 g6 2 d4 Bg7 3 Nf3 d6 4 Be2 Nf6 5 Nc3 0-0 6 0-0 Nc6 7 d5 Nb8 8 
+Bf4 Nh5 9 Be3 e5 10 dxe6 fxe6 11 Qd2 Nc6 12 Rad1 Qe7 13 Ng5 Bd7 14 
+Nb5 Rac8 15 Bxh5 gxh5 16 f4 h6 17 Nf3 Rf7 18 Kh1 a6 19 Nc3 Rcf8 20 
+g3 Qf6 21 Nh4 b5 22 a3 Na5 23 Qe1 Nc4 24 Bc1 Bc6 25 Rf3 Rd7 26 b3 
+Nb6 27 Rfd3 Qf7 28 Nf3 Re7 29 Be3 Nd7 30 Bf2 Nf6 31 Bd4 Ng4 32 
+Bxg7 Qxg7 33 h3 Nf6 34 Kh2 Nd7 35 Nd4 Bb7 36 Re3 h4 37 f5 Ne5 38 
+gxh4 Kh8 39 Rg3 Qf6 40 Nxe6 Rxe6 41 fxe6 Nf3+ 42 Rxf3 Qxf3 43 Nd5 
+Rg8 44 Qc3+ Qxc3 45 Nxc3 Re8 46 Nd5 Rxe6 47 Nxc7 Rxe4 48 Rxd6 Re2+ 
+49 Kg3 Rxc2 50 Nxa6 Rc3+ 51 Kg4 Bxa6 52 Rxh6+ Kg7 53 Rxa6 Rxb3 54 
+h5 b4 55 h6+ Kh7 56 a4 Rc3 57 Rb6 Rc4+ 58 Kf3 b3 59 a5 Ra4 60 a6 
+b2 61 Rxb2 Rxa6 62 Rb4 Kxh6 63 Kg4 Rc6 64 h4 Ra6 65 h5 Rc6 66 Re4 
+Ra6 67 Rc4 Rb6 68 Ra4 Rc6 69 Rd4 Rb6 70 Rc4 Ra6 71 Re4 Rb6 72 Rf4 
+Rc6 73 Rb4 Rd6 74 Rh4 Rc6 75 Rd4 Rb6 76 Rc4 Ra6 77 Re4 Rb6 78 Ra4 
+Rc6 79 Kg4 Rb6 80 Rd4 Rc6 81 Rf4 1/2-1/2 
+  
+Michael Rohde -- M-Chess Professional 3.42 
+4th Harvard Cup (6) 1993 
+1 Nf3 d5 2 c4 e6 3 d4 Nf6 4 Nc3 c5 5 cxd5 exd5 6 g3 Nc6 7 Bg2 Be7 
+8 0-0 0-0 9 Bg5 cxd4 10 Nxd4 Re8 11 Rc1 Bg4 12 h3 Bd7 13 Nb3 Be6 
+14 e3 Rc8 15 Qd2 Ne4 16 Nxe4 Bxg5 17 Nxg5 Qxg5 18 Rfd1 Qh5 19 Kh2 
+Bg4 20 Re1 Bf3 21 Nd4 Bxg2 22 Kxg2 f6 23 Rc5 Nxd4 24 Qxd4 Rxc5 25 
+Qxc5 b6 26 Qd4 Re4 27 Qd3 Ra4 28 Rc1 Rxa2 29 Rc8+ Kf7 30 Rc7+ Kf8 
+31 Qb3 Ra5 32 Qb4+ Rc5 33 Rxc5 bxc5 34 Qxc5+ Kg8 35 Qxa7 Qe8 36 
+Qd4 Qb5 37 b4 Kf7 38 Qa7+ Kf8 39 Qa5 Qb7 40 Qc5+ Ke8 41 Kf1 Qd7 42 
+h4 Qh3+ 43 Ke1 Qh1+ 44 Ke2 Qe4 45 b5 Qg4+ 46 Ke1 Qd7 47 b6 h6 48 
+Kd2 g6 49 Kc3 h5 50 Kb4 Qb7 51 Qd6 Qc8 52 Qxd5 Ke7 53 Qc5+ Kd7 54 
+Qxc8+ Kxc8 55 e4 1-0 
+  
+Joel Benjamin -- Renaissance SPARC 
+4th Harvard Cup (6) 1993 
+1 d4 d5 2 c4 c6 3 Nc3 Nf6 4 e3 e6 5 Nf3 Nbd7 6 Bd3 Bd6 7 e4 dxe4 8 
+Nxe4 Nxe4 9 Bxe4 0-0 10 0-0 c5 11 Bc2 Qb6 12 Qd3 g6 13 Be3 Be7 14 
+Rad1 Qxb2 15 Rb1 Qxa2 16 Ra1 Qxa1 17 Rxa1 Rd8 18 dxc5 Nxc5 19 Qc3 
+Bd7 20 Ne5 f5 21 Bxc5 Bxc5 22 Nxd7 Rxd7 23 Qe5 Bd4 24 Qxe6+ Rf7 25 
+Rd1 Rd8 26 c5 Rdd7 27 Rxd4 Rde7 28 Bb3 Rxe6 29 Bxe6 1-0 
+  
+Ilya Gurevich -- ChessSystem R30 
+4th Harvard Cup (6) 1993 
+1 e4 e5 2 Nf3 Nc6 3 Bb5 a6 4 Ba4 Nf6 5 0-0 Be7 6 Re1 b5 7 Bb3 0-0 
+8 d4 Nxd4 9 Nxd4 exd4 10 e5 Ne8 11 c3 dxc3 12 Nxc3 Bb7 13 Nd5 d6 
+14 e6 f5 15 Bf4 Nf6 16 Nxe7+ Qxe7 17 Rc1 Rae8 18 Qd4 Ne4 19 Qa7 c5 
+20 Rxe4 fxe4 21 Bxd6 Qxd6 22 e7+ c4 23 exf8/Q+ Rxf8 24 Rd1 Qf6 25 
+Bc2 Qxb2 26 Bb1 c3 27 Qc5 Qe2 28 Rf1 Qd2 29 Qe5 c2 30 Qe6+ Kh8 31 
+Bxc2 Qxc2 32 Qe7 Qc8 33 h3 Bd5 34 a3 Qf5 35 Qa7 Bc4 36 Rd1 Bd3 37 
+Rc1 Qf6 38 Qe3 a5 39 Rc7 b4 40 axb4 axb4 41 Rb7 Qc3 42 Qb6 Qa1+ 43 
+Kh2 Qe5+ 44 Kg1 Qc3 45 Kh2 h6 46 h4 Qe5+ 47 Kg1 Rc8 48 g3 Qa1+ 49 
+Kh2 Rc1 50 Kh3 Rh1+ 51 Kg4 Qe5 0-1 
+  
diff --git a/programs/minimax.bib b/programs/minimax.bib
new file mode 100644
index 0000000..6723d69
--- /dev/null
+++ b/programs/minimax.bib
@@ -0,0 +1,1338 @@
+@STRING{header = "
+-----------------------------------------------------------------------------
+File:	    minimax.bib
+Version:    V01-005 of April 2nd, 1993
+Author:	    Claude G. Diderich
+	    30, Avenue S.Reymondin, CH-1009 Pully, Switzerland, Europe
+	    E-mail: diderich@dma.epfl.ch
+Copyright:  (c) 1992..93 by Claude G. Diderich, Switzerland
+	    Non commercial usage permitted as long as the above copyright no-
+	    tice is included.
+Note:	    Please  send  all  modifications  and  additions  to this file to
+	    diderich@dma.epfl.ch.AVAILABLE indicates if a copy of the article
+	    is available to me (If you have  a copy  of an article marked NO,
+	    I would be gratefull if you could send me a copy of it).Any other
+            indication  in the  AVAILABLE field  are for  personal use of the
+	    author.
+Thanks:	    I would like to thank the following persons	 (in alphabetical or-
+MONTH	    der) for their contributions:
+	    David Barnard <barnard@qucis.queensu.ca>,
+	    Bruno Charlier <bc@info.ucl.ac.be>
+	    Van-Dat Cung <Van-Dat.Cung@inria.fr>,
+            Rainer Feldmann <chess@uni-paderborn.de>,
+	    Marc Gengler <gengler@lithsun1.epfl.ch>,
+	    Rattikorn Hewett <hewett@cse.fau.edu>,
+	    Toshihide Ibaraki <ibaraki@kuamp.kyoto-u.ac.jp>,
+	    L. V. Kale <kale@cs.uiuc.edu>,
+	    Richard E. Korf <korf@cs.ucla.edu>,
+	    Bradley C. Kuszmauk <bradley@au-bon-pain.lcs.mit.edu>,
+            T. A. Marsland <tony@cs.ualberta.ca>,
+	    Judea Pearl <judea@cs.ucla.edu>,
+	    Wim Pijls <wimp@cs.eur.nl>,
+            Udo Sprute <sprute@unibi.hrz.uni-bielefeld.de>
+-----------------------------------------------------------------------------
+"}
+
+@STRING{artint		= "Artificial Intelligence"}
+@STRING{ieeetoc		= "{IEEE} Transactions on Computers"}
+@STRING{ieeetopami	= "{IEEE} Transactions on Pattern Analysis and
+    Machine Intelligence"}
+@STRING{ijprai		= "International Journal of Pattern
+    Recognition and Artificial Intelligence"}
+@STRING{iccaj		= "ICCA Journal"}
+@STRING{jalgo		= "Journal of Algorithms"}
+@STRING{jpdc		= "Journal of Parallel and Distributed Computing"}
+@STRING{parcomp		= "Parallel Computing"}
+@STRING{infocon		= "Information and Control"}
+@STRING{spex		= "Software: Practice and Experience"}
+
+@INPROCEEDINGS{Abra88,
+    AUTHOR	= "Bruce Abramson and Richard E. Korf",
+    TITLE	= "A Model of Two-player Evaluation Functions",
+    BOOKTITLE	= "Proceedings of the Sixth National Conference on Artificial
+		Intelligence (AAAI-87)",
+    ADDRESS	= "Seattle, WA",
+    YEAR	= 1987,
+    MONTH	= Jul,
+    PAGES	= "90--94",
+    AVAILABLE	= "ETHICS"
+}
+
+@ARTICLE{Abra89,
+    AUTHOR	= "Bruce Abramson",
+    TITLE	= "Control Strategies for Two-Player Games",
+    JOURNAL	= acmcs,
+    VOLUME	= 21,
+    NUMBER	= 2,
+    PAGES	= "137--161",
+    MONTH	= Jun,
+    YEAR	= 1989
+}
+
+
+@TECHREPORT{Akl79,
+    AUTHOR	= "Selim G. Akl and David T. Barnard and Ralph J. Doran",
+    TITLE	= "Searching Game Trees in Parallel",
+    INSTITUTION	= "Queen's University, Department of Computing and
+		Information Science",
+    YEAR	= 1979,
+    MONTH	= Nov,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@INPROCEEDINGS{Akl80,
+    AUTHOR	= "Selim G. Akl and David T. Barnard and Ralph J. Doran",
+    TITLE	= "Simulation and Analysis in Deriving Time and Storage
+		Requirements for a Parallel Alpha-beta Algorithm",
+    BOOKTITLE	= "International Conference on Parallel Processing",
+    PAGES	= "231--234",
+    YEAR	= 1980,
+    AVAILABLE	= "ETHICS"
+}
+
+@ARTICLE{Akl82,
+    AUTHOR	= "Akl, Selim G. and Barnard, David T. and Doran, Ralph J.",
+    TITLE	= "Design, Analysis, and Implementation of a Parallel Tree
+		Search Algorithm",
+    JOURNAL	= ieeetopami,
+    YEAR	= 1982,
+    VOLUME	= "PAMI-4",
+    NUMBER	= 2,
+    MONTH	= Mar,
+    PAGES	= "192--203"
+}
+
+@INBOOK{Akl89,
+    AUTHOR	= "Selim G. Akl",
+    TITLE	= "The Design and Analysis of Parallel Algorithms",
+    CHAPTER	= "12 -- Traversing Combinatorial Spaces",
+    PAGES	= "310--340",
+    PUBLISHER	= "Prentice Hall",
+    ADDRESS	= "Englewood Cliffs, NJ",
+    YEAR	= 1989,
+    AVAILABLE	= "EPFL-BC"
+}
+
+@TECHREPORT{Almq88,
+    AUTHOR	= "Kenneth Almquist and Neil McKenzie and Kenneth Sloan",
+    TITLE	= "An Inquiry into Parallel Algorithms for Searching
+		Game Trees",
+    INSTITUTION	= "University of Washington, Department of Computer Science",
+    ADDRESS	= "Seattle, WA",
+    YEAR	= 1988,
+    MONTH	= Dec,
+    NUMBER	= "88-12-03"
+}
+
+@TECHREPORT{Alth88,
+    AUTHOR	=  {Ingo Alth\"ofer},
+    TITLE	= "A Parallel Game Tree Search Algorithm with a Linear
+		Speedup",
+    YEAR	= 1988,
+    MONTH	= Dec,
+    NOTE	= "submitted to Journal of Algorithms, accepted 1992",
+    INSTITUTION	= {University of Bielefeld, Faculty for Mathematics},
+    ADDRESS	= "Bielefeld, Germany"
+}
+
+@ARTICLE{Alth90,
+    AUTHOR	= {Ingo Alth\"ofer},
+    TITLE	= "An Incremental Negamax Algorithm",
+    JOURNAL	= artint,
+    YEAR	= 1990,
+    VOLUME	= 43,
+    PAGES	= "57--65"
+}
+
+@ARTICLE{Alth91,
+    AUTHOR	= {Ingo Alth\"ofer and Bernhard Balkenhol},
+    TITLE	= "A Game Tree with Distinct Leaf Values which is easy
+		for the Alpha-beta Algorithm",
+    JOURNAL	= artint,
+    PAGES	= "183--190",
+    VOLUME	= 52,
+    YEAR	= 1991,
+    AVAILABLE	= "EPFL-DMA"
+}
+
+@PHDTHESIS{Amig91,
+    AUTHOR	= "Claude Amiguet",
+    TITLE	= "Contr\^oleurs Distribu\'es pour la Programmation
+		Heuristique",
+    SCHOOL	= "Swiss Federal Institute of Technology, Department of
+		Computer Science",
+    NUMBER	= 910,
+    ADDRESS	= "Lausanne, Switzerland",
+    YEAR	= 1991,
+    NOTE	= "In french"
+}
+
+@INPROCEEDINGS{Bal86a,
+    AUTHOR	= "Henri E. Bal and Robbert {van Renesse}",
+    TITLE	= "Parallel Alpha-Beta Search",
+    BOOKTITLE	= "Proceedings NGI-SION Symposium Stimulerende Informatica",
+    ADDRESS	= "Utrecht, Netherlands",
+    PAGES	= "379--385",
+    MONTH	= Apr,
+    YEAR	= 1986,
+    AVAILABLE	= "EPFL-LITH"
+}
+
+@ARTICLE{Ball86b,
+    AUTHOR	= "Henri E. Bal and Robbert {van Renesse}",
+    TITLE	= "A Summary of Parallel Alpha-Beta Search Results",
+    JOURNAL	= iccaj,
+    YEAR	= 1986,
+    VOLUME	= 9,
+    NUMBER	= 3,
+    PAGES	= "146--149",
+    MONTH	= Sep,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Ball83,
+    AUTHOR	= "Bruce W. Ballard",
+    TITLE	= "The *-Minimax Search Procedure for Trees Containing Chance
+		Nodes",
+    JOURNAL	= artint,
+    VOLUME	= 21,
+    PAGES	= "327--350",
+    YEAR	= 1983
+}
+
+@ARTICLE{Baud78a,
+    AUTHOR	= "G\'erard M. Baudet",
+    TITLE	= "On the Branching Factor of the Alpha-Beta Pruning
+		   Algorithm",
+    JOURNAL	= artint,
+    VOLUME	= 10,
+    PAGES	= "173--199",
+    YEAR	= 1978
+}
+
+@PHDTHESIS{Baud78b,
+    AUTHOR	= "G\'erard M. Baudet",
+    TITLE	= "The Design and Analysis of Algorithms for Asynchronous
+		Multiprocessors",
+    SCHOOL	= "Carnegie Mellon University",
+    YEAR	= 1978,
+    NUMBER	= "CMU-CS-78-116",
+    ADDRESS	= "Pittsburgh, PA",
+    AVAILABLE	= "ETHICS MICROFICHES"
+}
+
+@INBOOK{Beal80,
+    AUTHOR	= "D. F. Beal",
+    CHAPTER	= "An Analysis of Minimax",
+    TITLE	= "Advances in Computer Chess 2",
+    YEAR	= 1980,
+    NOTE	= "Editor: M. R. B. Clarke",
+    PAGES	= "103--109",
+    PUBLISHER	= "Edinburgh University Press.",
+    AVAILABLE	= "ETHICS"
+}
+
+@PHDTHESIS{Berl75,
+    AUTHOR	= "Hans Jack Berliner",
+    TITLE	= "Chess as Problem Solving",
+    SCHOOL	= "Carnegie Mellon University",
+    YEAR	= 1975,
+    ADDRESS	= "Pittsburgh, PA",
+    AVAILABLE	= "ETHICS MICROFICHES"
+}
+
+@ARTICLE{Berl89,
+    AUTHOR	= "Hans Jack Berliner and Carl Eberling",
+    TITLE	= "Pattern Knowledge and Search: {T}he {SUPREME}
+		Architecture",
+    JOURNAL	= artint,
+    YEAR	= 1989,
+    VOLUME	= 38,
+    NUMBER	= 2,
+    PAGES	= "161--198"
+}
+
+@ARTICLE{Berl90,
+    AUTHOR	= "Hans Jack Berliner and Gordon Goetsch and
+		Murray S. Campbell and Carl Ebeling",
+    TITLE	= "Measuring the Performance Potential of Chess Programs",
+    JOURNAL	= artint,
+    YEAR	= 1990,
+    VOLUME	= 43,
+    NUMBER	= 1,
+    MONTH	= Apr,
+    PAGES	= "7--21",
+    AVAILABLE	= "EPFL-DMA"
+}
+
+@TECHREPORT{Bohm89,
+    AUTHOR	= {Max B\"ohm and Ewald Speckenmeyer},
+    TITLE	= "A Dynamic Processor Tree for Solving Game Trees in
+		Parallel", 
+    INSTITUTION	= "University of Dortmund, Fachbereich Informatik",
+    ADDRESS	= "Dortmund, Germany",
+    YEAR	= 1989,
+    AVAILABLE	= "Also in: Proceedings SOR '89"
+}
+
+@TECHREPORT{Bord90,
+    AUTHOR	= "Andrei Z. Broder and Anna R. Karlin and Prabhakar
+		Raghavan and Eli Upfal",
+    TITLE	= "On the Parallel Complexity of Evaluating Game-Trees",
+    INSTITUTION	= "IBM Research Division",
+    NUMBER	= "RR RJ 7729",
+    MONTH	= Oct,
+    YEAR	= 1990,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@INBOOK{Brat82,
+    AUTHOR	= "I. Bratko and M. Gams",
+    CHAPTER	= "Error Analysis of the Minimax Principle",
+    TITLE	= "Advances in Computer Chess 3",
+    YEAR	= 1982,
+    NOTE	= "Editor: M. R. B. Clarke",
+    PAGES	= "1--15",
+    PUBLISHER	= "Pergamon Press",
+    AVAILABLE	= "ETHICS"
+}
+
+@ARTICLE{Camp83,
+    AUTHOR	= "Murray S. Campbell and T. A. Marsland",
+    TITLE	= "A Comparison of Minimax Tree Search Algorithms",
+    JOURNAL	= artint,
+    VOLUME	= 20,
+    PAGES	= "347--367",
+    YEAR	= 1983
+}
+
+@ARTICLE{Chak92,
+    AUTHOR	= "P. P. Chakrabarti and S. Ghose",
+    TITLE	= "A General Best First Search Algorithm in And/Or Graphs",
+    JOURNAL	= jalgo,
+    VOLUME	= 13,
+    NUMBER      = 2,
+    PAGES	= "177-187",
+    MONTH	= Jun,
+    YEAR	= 1992,
+    AVAILABLE	= "EPFL-DMA"
+}
+
+@TECHREPORT{Cung91,
+    AUTHOR	= "Van-Dat Cung and Catherine Roucairol",
+    TITLE	= "Parallel Minimax Tree Searching",
+    INSTITUTION	= "INRIA",
+    TYPE	= "RR",
+    NUMBER	= 1549,
+    YEAR	= 1991,
+    MONTH	= Nov,
+    NOTE	= "In French, will appear in English"
+}
+
+@ARTICLE{Darw83,
+    AUTHOR	= "Nevin M. Darwish",
+    TITLE	= "A Quantitative Analysis of the Alpha-Beta Pruning
+		Algorithm",
+    JOURNAL	= artint,
+    VOLUME	= 21,
+    PAGES	= "405--433",
+    YEAR	= 1983
+}
+
+@TECHREPORT{Dide92,
+    AUTHOR	= "Claude G. Diderich",
+    TITLE	= "Evaluation des Performances de l'Algorithme {SSS*} avec
+		Phases de Synchronisation sur une Machine Parall\`ele \`a
+		M\'emoires Distribu\'ees",
+    ADDRESS	= "Lausanne, Switzerland",
+    INSTITUTION	= "Swiss Federal Institute of Technology, Department of
+		Computer Science, Laboratory for Theoretical Computer
+		Science",
+    MONTH	= Jun,
+    YEAR	= 1992,
+    NOTE	= "In french",
+    AVAILABLE	= "Contact <diderich@di.epfl.ch> for a copy"
+}
+
+@MASTERSTHESIS{Feld87,
+    AUTHOR	= "Rainer Feldmann and Peter Mysliwietz",
+    TITLE	= "{Parallele Spielbaumsuche}",
+    NOTE	= "Diplomarbeit, In german",
+    SCHOOL	= "University of Paderborn",
+    ADDRESS	= "Paderborn, Germany",
+    YEAR	= 1987,
+    MONTH	= Dec
+}
+
+@ARTICLE{Feld89,
+    AUTHOR	= "Rainer Feldmann and Burkhard Monien and Peter Mysliwietz and
+		Oliver Vornberger",
+    TITLE	= "Distributed Game Tree Search",
+    JOURNAL	= iccaj,
+    VOLUME	= 12,
+    NUMBER	= 2,
+    YEAR	= 1989,
+    PAGES	= "65--73",
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@INPROCEEDINGS{Feld90a,
+    AUTHOR	= "Rainer Feldmann and Burkhard Monien and Peter Mysliwietz and
+		Oliver Vornberger",
+    TITLE	= "Distributed Game Tree Search",
+    BOOKTITLE	= "Parallel Algorithms for Machine Intelligence and Vision",
+    EDITOR	= "Vipin Kumar, P. S. Gopalakrishnan, Laveen N. Kanal",
+    PUBLISHER	= "Springer-Verlag",
+    PAGES	= "66--101",
+    YEAR	= 1990,
+    AVAILABLE	= "EPFL-BC"
+}
+
+@INBOOK{Feld90b,
+    AUTHOR	= "Rainer Feldmann and Peter Mysliwietz and Burkhard Monien",
+    TITLE	= "Advances in Computer Chess 6",
+    CHAPTER	= "1 --- A Fully Distributed Chess Program",
+    PAGES	= "1--27",
+    PUBLISHER	= "Ellis Horwood",
+    YEAR	= 1990,
+    AVAILABLE	= "ETHICS",
+    NOTE	= "Editor: D. Beal",
+}
+
+@INPROCEEDINGS{Feld90c,
+    AUTHOR	= "Rainer Feldmann, Peter Mysliwietz, Burkhard Monien",
+    TITLE	= "{Spielbaumsuche auf einem Transputernetzwerk}",
+    BOOKTITLE	= "Parallel - Algorithmen und -Rechnerstrukturen (PARS),
+		Workshop Sprachen und Systeme zur Parallelverarbeitung",
+    PUBLISHER	= {Gesellschaft f\"ur Informatik},
+    YEAR	= 1990,
+    MONTH       = Jan,
+    NOTE	= "In german"
+}
+
+@INPROCEEDINGS{Feld91a,
+    AUTHOR	= "Rainer Feldmann and Peter Mysliwietz and Burkhard Monien",
+    TITLE	= "Distributed Game Tree Search on a Massively
+		Parallel System",
+    BOOKTITLE	= "Data structures and efficient algorithms: Final
+		report on the {DFG} special joint initiative",
+    PUBLISHER	= "Springer-Verlag",
+    EDITOR	= "B. Monien, Th. Ottmann", 
+    PAGES	= "270--288",
+    VOLUME	= "LNCS 594",
+    MONTH	= Sep,
+    YEAR	= 1991,
+    AVAILABLE	= "EPFL-BC"
+}
+
+@INPROCEEDINGS{Feld91b,
+    AUTHOR	= "Rainer Feldmann and Peter Mysliwietz and Burkhard Monien",
+    TITLE	= "Experiments with a Fully Distributed Chess Program",
+    BOOKTITLE	= "Heuristic Programming in Artificial Intelligence 3",
+    EDITOR	= "J. van den Herik, V. Allis",
+    YEAR	= 1991,
+    PAGES	= "72--87",
+    NOTE	= "Also in: Tech.Report, University Paderborn,
+		Paderborn, Germany"
+
+}
+
+@INPROCEEDINGS{Felt88,
+    AUTHOR	= "E. W. Felten and S. W. Otto",
+    TITLE	= "Chess on a Hypercube",
+    BOOKTITLE	= "The Third Conference on Hypercube Concurrent
+		Computers and Applications",
+    EDITOR	= "Geoffrey Fox",
+    PAGES	= "1329--1341",
+    VOLUME	= "II-Applications",
+    YEAR	= 1988,
+    ADDRESS	= "Passadena, CA",
+    AVAILABLE	= "ETHICS"
+}
+ 
+@INPROCEEDINGS{Ferg88,
+    AUTHOR	= "C. Ferguson and Richard E. Korf",
+    TITLE	= "Distributed Tree Search and its application to
+		alpha-beta pruning",
+    BOOKTITLE	= "Proceedings of the Seventh National Conference Artificial
+		Intelligence (AAAI-88)",
+    ADDRESS	= "Minneapolis, MN",
+    YEAR	= 1988,
+    MONTH	= Aug,
+    PAGES	= "128--132",
+    AVAILABLE	= "ETHICS"
+}
+
+@INPROCEEDINGS{Fink80,
+    AUTHOR	= "Raphael A. Finkel and John P. Fishburn",
+    TITLE	= "Parallel Alpha-Beta Search on Arachne",
+    BOOKTITLE	= "IEEE International Conference on Parallel Processing",
+    PAGES	= "235--243",
+    YEAR	= 1980,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Fink82,
+    AUTHOR	= "Raphael A. Finkel and John P. Fishburn",
+    TITLE	= "Parallelism in Alpha-Beta Search",
+    JOURNAL	= artint,
+    YEAR	= 1982,
+    VOLUME	= 19,
+    PAGES	= "89--106"
+}
+
+@ARTICLE{Fink83,
+    AUTHOR	= "Raphael A. Finkel and John P. Fishburn",
+    TITLE	= "Improved Speedup Bounds for Parallel Alpha-Beta Search",
+    JOURNAL	= ieeetopami,
+    YEAR	= 1983,
+    VOLUME	= "PAMI-5",
+    NUMBER	= 1,
+    PAGES	= "89--92"
+}
+
+@INBOOK{Fish84,
+    AUTHOR	= "John P. Fishburn",
+    TITLE	= "Analysis of Speedup in Distributed Algorithms",
+    CHAPTER	= "4 -- {P}arallel Alpha-Beta Search",
+    PAGES	= "11-54",
+    PUBLISHER	= "UMI Research Press",
+    YEAR	= 1984,
+    VOLUME	= 14,
+    SERIES	= "Computer Science: Distributed Database Systems",
+    NOTE	= "Revision of thesis (PhD) -- University of Wisconsin,
+		Madison, 1981"
+}
+
+@TECHREPORT{Full73,
+    AUTHOR	= "S. H. Fuller and J. G. Gaschnig and J. J. Gillogly",
+    TITLE	= "An Analysis of the Alpha-beta Pruning Algorithm",
+    ADDRESS	= "Pittsburgh",
+    INSTITUTION	= "Carnegie-Mellon University, Department of Computer Science",
+    MONTH	= Jul,
+    YEAR	= 1973,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@INPROCEEDINGS{Hewe92,
+    AUTHOR	= "R. Hewett and K. Ganesan",
+    TITLE	= "Consistent Linear Speedup in Parallel Alpha-Beta Search",
+    BOOKTITLE	= "ICCI'92, Computing and Information",
+    PUBLISHER	= "IEEE Computer Society Press",
+    PAGES	= "237--240",
+    YEAR	= 1992,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Hiro87,
+    AUTHOR	= "Usui Hiromoto and Yamashita Masafumi and Imai Masaharu and
+		Ibaraki, Toshihide",
+    TITLE	= "Parallel Searches of Game Trees",
+    JOURNAL	= "Systems and Computers in Japan",
+    NUMBER	= "8",
+    PAGES	= "97--109",
+    VOLUME	= 18,
+    YEAR	= 1987,
+    AVAILABLE	= "ETHICS"
+}
+
+@ARTICLE{Hora90,
+    AUTHOR	= "Helmut Horacek",
+    TITLE	= "Reasonning with Uncertainty in Computer Chess",
+    JOURNAL	= artint,
+    YEAR	= 1990,
+    VOLUME	= 43,
+    PAGES	= "37--56"
+}
+
+@INBOOK{Hsu89,
+    AUTHOR	= "Feng-Hsiung Hsu and T. S. Anantharaman and
+		Murray S. Campbell and A. Nowatzyk",
+    TITLE	= "Computers, Chess, and Cognition",
+    CHAPTER	= "5 Deep Thought",
+    PAGES	= "55--78",
+    YEAR	= 1990,
+    PUBLISHER	= "Springer Verlag",
+    AVAILABLE	= "ETHICS"
+}
+
+@PHDTHESIS{Hsu90,
+    AUTHOR	= "Feng-Hsiung Hsu",
+    TITLE	= "Large Scale Parallelization of Alpha-Beta Search: An
+		Algorithmic and Architectural Study with Computer Chess",
+    SCHOOL	= "Carnegie Mellon University",
+    MONTH	= Feb,
+    YEAR	= 1990,
+    NUMBER	= "CMU-CS-90-108",
+    ADDRESS	= "Pittsburgh, PA"
+}
+
+@ARTICLE{Hunt88,
+    AUTHOR	= "Matthew M. Huntbach and F. Warren Burton",
+    TITLE	= "Alpha-Beta Search on Virtual Tree Machines",
+    JOURNAL	= "Information Sciences",
+    PAGES	= "3--17",
+    VOLUME	= 44,
+    YEAR	= 1988,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Hyat89,
+    AUTHOR	= "R. M. Hyatt and B. W. Suter",
+    TITLE	= "A Parallel Alpha/Beta Tree Searching Algorithm",
+    JOURNAL	= "Parallel Computing",
+    PAGES	= "299--308",
+    VOLUME	= 10,
+    YEAR	= 1989,
+    AVAILABLE	= "EPFL-BC"
+}
+
+@ARTICLE{Ibar86,
+    AUTHOR	= "Toshihide Ibaraki",
+    TITLE	= "Generalization of Alpha-Beta and {SSS*} Search Procedures",
+    JOURNAL	= artint,
+    YEAR	= 1986,
+    VOLUME	= 29,
+    PAGES	= "73--117"
+}
+
+@INPROCEEDINGS{Ibar87,
+    AUTHOR	= "Toshihide Ibaraki",
+    TITLE	= "Game Solving Procedure {H*} is Unsurpassed",
+    BOOKTITLE	= "Discrete Algorithms and Complexity",
+    EDITOR	= "D. S. Johnson and al.",
+    PAGES	= "185--200",
+    YEAR	= 1987,
+    PUBLISHER	= "Academic Press, Inc.",
+    AVAILABLE	= "ETHICS"
+}
+
+@INPROCEEDINGS{Ibar91a,
+    AUTHOR	= "Toshihide Ibaraki",
+    TITLE	= "Search Algorithms for Minimax Game Trees",
+    BOOKTITLE	= "Comference: Twenty Years NP-Completeness",
+    ADDRESS	= "Sicily, Italy",
+    MONTH	= Jun,
+    YEAR	= 1991,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Ibar91b,
+    AUTHOR	= "Toshihide Ibaraki and Yoshiroh Katoh",
+    TITLE	= "Searching Minimax Game Trees Under Memory Space Constraint",
+    JOURNAL	= "Annals of Mathematics and Artificial Intelligence",
+    PAGES	= "141--153",
+    VOLUME	= 1,
+    YEAR	= 1990,
+    AVAILABLE	= "ETHICS"
+}
+
+@ARTICLE{Kain91,
+    AUTHOR	= "Kaindl, Hermann and Shams, Reza and Horacek, Helmut",
+    TITLE	= "Minimax Search Algorithms with and without Aspiration
+		Windows",
+    JOURNAL	= ieeetopami,
+    YEAR	= 1991,
+    VOLUME	= "PAMI-13",
+    NUMBER	= 12,
+    MONTH	= Dec,
+    PAGES	= "1225--1235"
+}
+
+@INPROCEEDINGS{Karp89,
+    AUTHOR	= "Richard M. Karp and Yanjun Zhang",
+    TITLE	= "On parallel evaluation of game trees",
+    BOOKTITLE	= "First ACM Annual symposium on parallel algorithms and
+		architectures (SPAA'89)",
+    PUBLISHER	= "ACM",
+    ADDRESS	= "New York, NY",
+    PAGES	= "409--420",
+    YEAR	= 1989,
+    AVAILABLE	= "ETHICS"
+}
+
+@ARTICLE{Kato88,
+    AUTHOR	= "Y. Katoh and Toshihide Ibaraki",
+    TITLE	= "Game Solving Procedure {SSS*} is Unsurpassed",
+    JOURNAL	= "Systems and computers in Japan",
+    YEAR	= 1988,
+    VOLUME	= 19,
+    NUMBER	= 7,
+    PAGES	= "93-103",
+    AVAILABLE	= "ETHICS"
+}
+
+@MASTERSTHESIS{Klei90,
+    AUTHOR	= "Theo Klein Paste and Patrick {van der Laag}",
+    TITLE	= "An Analysis of the {SSS*} Algorithm",
+    SCHOOL	= "Erasmus University Rotterdam",
+    ADDRESS	= "Rotterdam, NL",
+    YEAR	= 1990,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Knut75,
+    AUTHOR	= "Donald E. Knuth and Ronald W. Moore",
+    TITLE	= "An Analysis of Alpha-Beta Pruning",
+    JOURNAL	= artint,
+    VOLUME	= 6,
+    NUMBER	= 4,
+    PAGES	= "293--326",
+    YEAR	= 1975
+}
+
+@ARTICLE{Korf85,
+    AUTHOR	= "Richard E. Korf",
+    TITLE	= "Iterative Deepening: {An} Optimal Admissible Tree Search",
+    JOURNAL	= artint,
+    VOLUME	= 27,
+    YEAR	= 1985,
+    PAGES	= "97--109",
+    AVAILABLE	= "EPFL-DMA"
+}
+
+@INPROCEEDINGS{Korf89,
+    AUTHOR	= "Richard E. Korf",
+    TITLE	= "Generalized Game Trees",
+    BOOKTITLE	= "Proceedings of the International Joint Conference on
+		Artificial Intelligence (IJCAI-89)",
+    ADDRESS	= "Detroit, MI",
+    YEAR	= 1989,
+    MONTH	= Aug,
+    PAGES	= "328--333",
+    AVAILABLE	= "ETHICS"
+}
+
+@ARTICLE{Korf90,
+    AUTHOR	= "Richard E. Korf",
+    TITLE	= "Depth-Limited Search for Real-Time Problem Solving",
+    JOURNAL	= "The Journal of Real-Time Systems",
+    PAGES	= "7--24",
+    YEAR	= 1990,
+    AVAILABLE	= "EPFL-LITH"
+}
+
+@ARTICLE{Korf91,
+    AUTHOR	= "Richard E. Korf",
+    TITLE	= "Multi-Player alpha-beta pruning",
+    JOURNAL	= artint,
+    MONTH	= Feb,
+    NUMBER	= 1,
+    YEAR	= 1991,
+    VOLUME	= 48,
+    PAGES	= "99--111",
+    AVAILABLE	= "EPFL-DMA"
+}
+
+@PHDTHESIS{Kraa90,
+    AUTHOR	= "H.-J. Kraas",
+    TITLE	= "Zur {Parallelisierung} des {SSS*-Algorithmus}",
+    SCHOOL	= "University of Braunschweig",
+    ADDRESS	= "Braunschweig, Germany",
+    YEAR	= 1990,
+    NOTE        = "In german, \Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Kuma83,
+    AUTHOR	= "Vipin Kumar and Laveen N. Kanal",
+    TITLE	= "A General Branch and Bound Formulation for Understanding
+		and Synthesizing And/Or Tree Search Procedures",
+    JOURNAL	= artint,
+    PAGES	= "179--198",
+    VOLUME	= 21,
+    YEAR	= 1983,
+    AVAILABLE	= "EPFL-DMA"
+}
+
+@ARTICLE{Kuma84,
+    AUTHOR	= "Vipin Kumar and Laveen N. Kanal",
+    TITLE	= "Parallel Branch-and-Bound Formulations for
+		{AND/OR} Tree Search",
+    JOURNAL	= ieeetopami,
+    MONTH	= Nov,
+    NUMBER	= 6,
+    PAGES	= "768--778",
+    VOLUME	= "PAMI-6",
+    YEAR	= 1984,
+    AVAILABLE	= "EPFL-BC"
+}
+
+@INPROCEEDINGS{Kuma88,
+    AUTHOR	= "Vipin Kumar and Laveen N. Kanal",
+    TITLE	= "A General Branch and Bound Formulation for And/Or Graph
+		and Game Tree Search",
+    BOOKTITLE	= "Search in Artificial Intelligence",
+    PUBLISHER	= "Springer Verlag",
+    YEAR	= 1988,
+    AVAILABLE	= "ETHICS"
+}
+
+@INPROCEEDINGS{Leif85,
+    AUTHOR	= "Daniel B. Leifker and Laveen N. Kanal",
+    TITLE	= "A Hybrid {SSS*}/Alpha-Beta Algorithm for Parallel
+		Search of Game Trees",
+    BOOKTITLE	= "Proceedings of the International Joint Conference on
+		Artificial Intelligence (IJCAI-85)",
+    PAGES	= "1044--1046",
+    YEAR	= 1985,
+    AVAILABLE	= "ETHICS"
+}
+
+@ARTICLE{Leve92,
+    AUTHOR	= "Willem G. Levelt and M. Frans Kaashoek and Henri E.
+		Bal and Andrew S. Tanenbaum",
+    TITLE	= "A Comparison of Two Paradigms for Distributed
+		Shared Memory",
+    JOURNAL	= spex,
+    VOLUME	= 22,
+    NUMBER	= 11,
+    MONTH	= Nov,
+    YEAR	= 1992,
+    PAGES	= "985--1010"
+}
+
+@ARTICLE{Li90,
+    AUTHOR	= "Liwu Li and T. A. Marsland",
+    TITLE	= "Probability-Based Game Tree Pruning",
+    JOURNAL	= jalgo,
+    YEAR	= 1990,
+    MONTH       = Mar,
+    NUMBER      = 1,
+    VOLUME	= 11,
+    PAGES	= "27--43",
+    AVAILABLE	= "EPFL-DMA"
+}
+
+@TECHREPORT{Lind83,
+    AUTHOR	= "Gary Lindstrom",
+    TITLE	= "The Key Node Method: A Highly-Parallel Alpha-Beta
+		Algorithm",
+    ADDRESS	= "Salt Lake City",
+    INSTITUTION	= "University of Utah, Department of Computer Science",
+    MONTH	= Mar,
+    NUMBER	= "UUCS 83-101",
+    YEAR	= 1983,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@MASTERSTHESIS{Low91,
+    AUTHOR	= "Chin-Chau Low",
+    TITLE	= "Parallel Game Tree Searching with Lower and Upper Bounds",
+    SCHOOL	= "University of Illinois at Urbana Campaign",
+    ADDRESS	= "IL",
+    YEAR	= 1991,
+    ADVISOR	= "L.V.Kale"
+}
+
+@ARTICLE{Mars82,
+    AUTHOR	= "T. A. Marsland and Murray S. Campbell",
+    TITLE	= "Parallel Search of Strongly Ordered Game Trees",
+    JOURNAL	= acmcs,
+    VOLUME	= 14,
+    NUMBER	= 4,
+    PAGES	= "533--551",
+    MONTH	= Dec,
+    YEAR	= 1982
+}
+
+@INPROCEEDINGS{Mars83a,
+    AUTHOR	= "T. A. Marsland",
+    TITLE	= "Relative Efficiency of Alpha-Beta Implementations",
+    BOOKTITLE	= "Proceedings of the International Joint Conference on
+		Artificial Intelligence (IJCAI-83)",
+    YEAR	= 1983,
+    PAGES	= "763--766",
+    ADDRESS	= "Karlsruhe, Germany",
+    MONTH	= Aug,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@TECHREPORT{Mars83b,
+    AUTHOR	= "T. A. Marsland and Fred Popowich",
+    TITLE	= "Multiprocessor Tree Searching System Design",
+    INSTITUTION	= "University of Alberta, Department of Computer Science",
+    YEAR	= 1983,
+    NUMBER	= "TR 83-06",
+    ADDRESS	= "Edmonton, Canada",
+    MONTH	= Jul
+}
+
+@ARTICLE{Mars85,
+    AUTHOR	= "T. A. Marsland and Fred Popowich",
+    TITLE	= "Parallel Game-Tree Search",
+    JOURNAL	= ieeetopami,
+    YEAR	= 1985,
+    VOLUME	= "PAMI-7",
+    NUMBER	= 4,
+    MONTH	= Jul,
+    PAGES	= "442--452"
+}
+
+@ARTICLE{Mars87,
+    AUTHOR	= "Marsland, T. A. and Reinefeld, Alexander and Schaeffer,
+		Jonathan",
+    TITLE	= "Low Overhead Alternatives to {SSS*}",
+    JOURNAL	= artint,
+    VOLUME	= 31,
+    PAGES	= "185--199",
+    YEAR	= 1987
+}
+
+@INBOOK{Mars88,
+    AUTHOR	= "T.A. Marsland and M. Olafsson and Jonathan Schaeffer",
+    TITLE	= "Multiprocessor Tree-Search Experiments",
+    BOOKTITLE	= "Advances in Computer Chess IV",
+    NOTE	= "D.F. Beal (Editor)",
+    PUBLISHER	= "Pergamon Press",
+    PAGES	= "37--51",
+    YEAR	= 1986,
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{McAl88,
+    AUTHOR	= "David Allen McAllester",
+    TITLE	= "Conspiracy Numbers for Min-Max Searching",
+    JOURNAL	= artint,
+    VOLUME	= 35,
+    PAGES	= "287--310",
+    YEAR	= 1988
+}
+
+@ARTICLE{Meul90,
+    AUTHOR	= "M. van der Meulen",
+    TITLE	= "Conspiracy Number Search",
+    JOURNAL	= iccaj,
+    VOLUME	= 13,
+    NUMBER	= 1,
+    YEAR	= 1990,
+    MONTH	= Mar,
+    PAGES	= "3--14",
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@PHDTHESIS{Mich83,
+    AUTHOR	= "Gerard P. Michon",
+    TITLE	= "Recursive Random Games: {A} Probabilistic Model for
+		Perfect Information Games",
+    SCHOOL	= "University of California at Los Angeles, Computer
+		Science Department",
+    ADDRESS	= "Los Angeles, CA",
+    NUMBER	= "840029 (R-32)",
+    YEAR	= 1983
+}
+
+@INPROCEEDINGS{Moni87,
+    AUTHOR	= "Burkhard Monien and Oliver Vornberger",
+    TITLE	= "Parallel Processing of Combinatorial Search Trees",
+    BOOKTITLE	= " Proceedings International Workshop on Parallel
+		Algorithms and Architectures, Math. Research Nr. 38,
+		Akademie - Verlag Berlin",
+    PAGES	= "60--69",
+    YEAR	= 1987,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Nau82,
+    AUTHOR	= "Danna S. Nau",
+    TITLE	= "The Last Player Theorem",
+    JOURNAL	= artint,
+    VOLUME	= 18,
+    PAGES	= "53--65",
+    YEAR	= 1982
+}
+
+@ARTICLE{Nau83,
+    AUTHOR	= "Danna S. Nau",
+    TITLE	= "Pathology on Game Trees Revisited, and an Alternative to
+		Minimaxing",
+    JOURNAL	= artint,
+    VOLUME	= 21,
+    PAGES	= "221--244",
+    YEAR	= 1983
+}
+
+@ARTICLE{Newb77,
+    AUTHOR	= "Monroe M. Newborn",
+    TITLE	= "The Efficiency of the Alpha-Beta Search on Trees with
+		Branch-dependent Terminal Node Scores",
+    JOURNAL	= artint,
+    VOLUME	= 8,
+    PAGES	= "137--153",
+    YEAR	= 1977
+}
+
+@ARTICLE{Newb88,
+    AUTHOR	= "Monroe M. Newborn",
+    TITLE	= "Unsynchronized Iteratively Deepening Parallel Alpha-Beta
+		Search",
+    JOURNAL	= ieeetopami,
+    YEAR	= 1988,
+    VOLUME	= "PAMI-10",
+    NUMBER	= 5,
+    PAGES	= "687--694"
+}
+
+@BOOK{Nils80,
+    AUTHOR	= "Nils J. Nilsson",
+    TITLE	= "Principles of Artificial Intelligence",
+    PUBLISHER	= "Tioga Publishing Company",
+    ADDRESS	= "Palo Alto, CA",
+    YEAR	= 1980,
+    AVAILABLE	= "ETHICS"
+}
+
+@ARTICLE{Pear80,
+    AUTHOR	= "Judea Pearl",
+    TITLE	= "Asymptotical Properties of Minimax Trees and Game
+		   Searching Procedures",
+    JOURNAL	= artint,
+    VOLUME	= 14,
+    NUMBER	= 2,
+    PAGES	= "113--138",
+    YEAR	= 1980
+}
+
+@ARTICLE{Pear82,
+    AUTHOR	= "Judea Pearl",
+    TITLE	= "The Solution for the Branching Factor of the Alpha-Beta
+		Pruning Algorithm and its Optimality",
+    JOURNAL	= cacm,
+    MONTH	= Aug,
+    YEAR	= 1982,
+    VOLUME	= 25,
+    NUMBER	= 8,
+    PAGES	= "559--564"
+}
+
+@ARTICLE{Pear83,
+    AUTHOR	= "Judea Pearl",
+    TITLE	= "On the Nature of Pathology in Game Searching",
+    JOURNAL	= artint,
+    VOLUME	= 20,
+    YEAR	= 1983,
+    PAGES	= "427--453",
+    AVAILABLE	= "EPFL-DMA"
+}
+
+@BOOK{Pear84,
+    AUTHOR	= "Judea Pearl",
+    TITLE	= "Heuristics -- Intelligent Search Strategies for Computer
+		Problem Solving",
+    PUBLISHER	= "Addison-Wesley Publishing Co.",
+    ADDRESS	= "Reading, MA",
+    YEAR	= 1984
+}
+
+@PHDTHESIS{Pijl91,
+    AUTHOR	= "Wim Pijls",
+    TITLE	= "Shortest Paths and Game Trees",
+    SCHOOL	= "Erasmus University Rotterdam",
+    YEAR	= 1991,
+    MONTH	= Nov,
+    ADDRESS	= "Rotterdam, NL"
+}
+
+@TECHREPORT{Pijl92a,
+    AUTHOR	= "Wim Pijls and Arie Bruin",
+    TITLE	= "Another View of the {SSS*} Algorithm",
+    INSTITUTION	= "Erasmus University Rotterdam",
+    YEAR	= 1992,
+    MONTH	= Jan,
+    ADDRESS	= "Rotterdam, NL",
+    NOTE	= "Also in: Algorithms, Proceedings of the International
+		Symposium, SIGAL'90, Tokyo, Japan, Aug. 1990"
+}
+
+@TECHREPORT{Pijl92b,
+    AUTHOR	= "Wim Pijls and Arie Bruin",
+    TITLE	= "Searching Informed Game Trees",
+    INSTITUTION	= "Erasmus University Rotterdam",
+    YEAR	= 1992,
+    ADDRESS	= "Rotterdam, NL",
+    NOTE	= "Extended abstract. Also in: Proceedings CSN '92
+		(Computer Science in the Netherlands), Mathematical
+		Center, Amsterdam, 1992"
+}
+
+@TECHREPORT{Pijl92c,
+    AUTHOR	= "Wim Pijls and Arie Bruin",
+    TITLE	= "Searching Informed Game Trees",
+    INSTITUTION	= "Erasmus University Rotterdam",
+    YEAR	= 1992,
+    MONTH	= Oct,
+    ADDRESS	= "Rotterdam, NL",
+    NUMBER	= "EUR-CS-92-02"
+}
+
+@INBOOK{Powl90,
+    AUTHOR	= "Powley, C. and C. Ferguson and Richard E. Korf",
+    TITLE	= "Parallel heuristic search: Two approaches",
+    BOOKTITLE	= "Parallel Algorithms for Machine Intelligence and Vision",
+    YEAR	= 1990,
+    PAGES	= "42--65",
+    PUBLISHER	= "Springer-Verlag",
+    AVAILABLE	= "EPFL",
+    NOTE	= "Edited by V. Kumar, P. S. Gopalakrishnan and L.N."
+}
+
+@TECHREPORT{Popo83,
+    AUTHOR	= "Fred Popowich and T. A. Marsland",
+    TITLE	= "Parabelle: Experiences With a Parallel Chess Program",
+    YEAR	= 1983,
+    MONTH	= Aug,
+    INSTITUTION = "University of Alberta, Department of Computer Science",
+    ADDRESS	= "Edmonton, Canada",
+    NUMBER	= "TR 83-07",
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Powl91,
+    AUTHOR	= "C. Powley and Richard E. Korf",
+    TITLE	= "Single Agent Parallel Window Search",
+    JOURNAL	= ieeetopami,
+    YEAR	= 1991,
+    VOLUME	= "PAMI-13",
+    NUMBER	= 5,
+    MONTH	= May,
+    PAGES	= "466--477"
+}
+
+@ARTICLE{Prak88,
+    AUTHOR	= "Bettadapu Prakash and T. A. Marsland",
+    TITLE	= "Accuracy and Savings in Depth-Limited Capture Search",
+    JOURNAL	= "International Journal of Man-Machine Studies",
+    YEAR	= 1988,
+    VOLUME	= 29,
+    NUMBER	= 6,
+    PAGES	= "497--502",
+    AVAILABLE	= "ETHICS"
+}
+
+@INPROCEEDINGS{Rein85,
+    AUTHOR	= "Alexander Reinefeld and Jonathan Schaeffer and
+		T. A. Marsland",
+    TITLE	= "Information Acquisition in Minimal Window Search",
+    BOOKTITLE	= "Proceedings of the International Joint Conference on
+		Artificial Intelligence (IJCAI-85)",
+    PAGES	= "1040--1043",
+    VOLUME	= 2,
+    YEAR	= 1985,
+    AVAILABLE	= "ETHICS"
+}
+
+@BOOK{Rein89,
+    AUTHOR	= "Alexander Reinefeld",
+    TITLE	= "Spielbaum Suchverfahren",
+    PUBLISHER	= "Springer Verlag",
+    VOLUME	= "Informatik-Fachberichte 200",
+    YEAR	= 1989,
+    AVAILABLE	= "NO"
+}
+
+@TECHREPORT{Reza92,
+    AUTHOR	= "Jaleh Rezaie and Raphael Finkel",
+    TITLE	= "A Comparison of some Parallel Game-Tree Search Algorithms",
+    INSTITUTION	= "University of Kentucky, Department of Computer Science",
+    ADDRESS	= "Lexington, USA",
+    YEAR	= 1992
+}
+
+@ARTICLE{Rive87,
+    AUTHOR	= "Ronald L. Rivest",
+    TITLE	= "Game Tree Searching by Min/Max Approximation",
+    JOURNAL	= artint,
+    YEAR	= 1987,
+    VOLUME	= 34,
+    NUMBER	= 1,
+    PAGES	= "77--96"
+}
+
+@TECHREPORT{Roiz81,
+    AUTHOR	= "Igor Roizen",
+    TITLE	= "On the Average Number of Terminal Nodes Examined by
+		Alpha-Beta",
+    INSTITUTION	= "University of California at Los Angeles, Cognitive
+                  Systems Laboratory",
+    YEAR	= 1981,
+    NUMBER	= "UCLA-ENG-CSL-8108",
+    ADDRESS	= "Los Angeles, CA",
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Roiz83,
+    AUTHOR	= "Igor Roizen and Judea Pearl",
+    TITLE	= "A Minimax Algorithm Better than Alpha-Beta? Yes and No",
+    JOURNAL	= artint,
+    VOLUME	= 21,
+    PAGES	= "199--230",
+    YEAR	= 1983
+}
+
+@ARTICLE{Scha83,
+    AUTHOR	= "Jonathan Schaeffer",
+    TITLE	= "The History Heuristic",
+    JOURNAL	= iccaj,
+    VOLUME	= 6,
+    NUMBER	= 3,
+    PAGES	= "16--19",
+    YEAR	= 1983,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Scha89a,
+    AUTHOR	= "Jonathan Schaeffer",
+    TITLE	= "Distributed Game-Tree Searching",
+    JOURNAL	= jpdc,
+    VOLUME	= 6,
+    PAGES	= "90--114",
+    YEAR	= 1989
+}
+
+@ARTICLE{Scha89b,
+    AUTHOR	= "Jonathan Schaeffer",
+    TITLE	= "The History Heuristic and Alpha-Beta Search Enhancements
+		in Practice",
+    JOURNAL	= ieeetopami,
+    YEAR	= 1989,
+    VOLUME	= "PAMI-11",
+    NUMBER	= 1,
+    MONTH	= Nov,
+    PAGES	= "1203--1212"
+}
+
+@ARTICLE{Scha90,
+    AUTHOR	= "Jonathan Schaeffer",
+    TITLE	= "Conspiracy Numbers",
+    JOURNAL	= artint,
+    YEAR	= 1990,
+    VOLUME	= 43,
+    PAGES	= "67--84"
+}
+
+@INBOOK{Schr86,
+    AUTHOR	= {G. Schr\"ufer},
+    CHAPTER	= "Presence and Absence of Pathology on Game Trees",
+    TITLE	= "Advances in Computer Chess 4",
+    YEAR	= 1986,
+    NOTE	= "Editor: D. F. Beal",
+    PAGES	= "101--112",
+    PUBLISHER	= "Pergamon Press",
+    AVAILABLE	= "ETHICS"
+}
+
+@PHDTHESIS{Schr88,
+    AUTHOR	= {G. Schr\"ufer},
+    TITLE	= {{Minimax-Suchen Kosten, Qualit\"at und Algorithmen}},
+    SCHOOL	= "University of Braunschweig",
+    ADDRESS	= "Braunschweig, West Germany",
+    YEAR	= 1988,
+    NOTE	= "In german, \Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Shan50,
+    AUTHOR	= "Claude E. Shannon",
+    TITLE	= "Programming a Computer for Playing Chess",
+    JOURNAL	= "Philosophical Magazine",
+    VOLUME	= 41,
+    PAGES	= "256--275",
+    YEAR	= 1950,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Shen85,
+    AUTHOR	= "Chien-Chung Shen and Wen-Hsiang Tsai",
+    TITLE	= "A Graph Matching Approach to Optimal Task Assignment
+		in Distributed Computing Systems Using a Minimax Criterion",
+    JOURNAL	= ieeetoc,
+    VOLUME	= "C-34",
+    MONTH	= Mar,
+    YEAR	= 1985,
+    PAGES	= "197--203",
+    AVAILABLE	= "EPFL-LITH"
+}
+
+@ARTICLE{Shin91,
+    AUTHOR	= "Rajjan Shinghal and Sofia Shved",
+    TITLE	= "Proposed Modifications to Parallel State Space
+		Search of Game Trees",
+    JOURNAL	= ijprai,
+    NUMBER	= 5,
+    VOLUME	= "5",
+    PAGES	= "809--833",
+    YEAR	= 1991,
+    AVAILABLE	= "ETHICS"
+}
+
+@ARTICLE{Slag69,
+    AUTHOR	= "James H. Slagle and John K. Dixon",
+    TITLE	= "Experiments With SOme Programs That Search Game Trees",
+    JOURNAL	= jacm,
+    VOLUME	= 16,
+    NUMBER	= 2,
+    YEAR	= 1969,
+    MONTH	= Apr,
+    PAGES	= "189--207"
+}
+
+@INPROCEEDINGS{Stei90,
+    AUTHOR	= "Igor Steinberg and Marvin Solomon",
+    TITLE	= "Searching Game Trees in Parallel",
+    BOOKTITLE	= "International Conference on Parallel Processing",
+    PAGES	= "III-9 -- III-17",
+    YEAR	= 1990,
+    NOTE	= "\Star",
+    AVAILABLE	= "NO"
+}
+
+@ARTICLE{Stoc79,
+    AUTHOR	= "G. C. Stockman",
+    TITLE	= "A Minimax Algorithm Better than alpha-beta?",
+    JOURNAL	= artint,
+    VOLUME	= 12,
+    NUMBER	= 2,
+    PAGES	= "179--196",
+    YEAR	= 1979
+}
+
+@ARTICLE{Tars83,
+    AUTHOR	= "M. Tarsi",
+    TITLE	= "Optimal Search on Some Game Trees",
+    JOURNAL	= jacm,
+    YEAR	= 1983,
+    VOLUME	= 30,
+    PAGES	= "389--396",
+    MONTH	= Jul,
+    NOTE	= "Also as Tech. Report UCLA-ENG-CSL-8108"
+}
+
+@INPROCEEDINGS{Vorn87,
+    AUTHOR	= "Oliver Vornberger and Burkhard Monien",
+    TITLE	= "Parallel Alpha-Beta versus Parallel {SSS*}",
+    BOOKTITLE	= "IFIP Conference on Distributed Processing",
+    ADDRESS	= "Amsterdam, NL",
+    PUBLISHER	= "North-Holland",
+    PAGES	= "613--625",
+    MONTH	= Oct,
+    YEAR	= 1987,
+    AVAILABLE	= "ETHICS"
+}
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diff --git a/programs/pentopt.htm b/programs/pentopt.htm
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--- /dev/null
+++ b/programs/pentopt.htm
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+<html>
+<head>
+<title>How to optimize for the Pentium family of microprocessors</title>
+<style><!--
+  body{font-family:arial,sans-serif;color:black,background-color:"#F0FFE0"}
+  p{font-family:arial,sans-serif;}
+  ol{font-family:arial,sans-serif;}
+  ul{font-family:arial,sans-serif;}
+  pre{font-family:courier,monospace}
+  kbd{font-family:courier,monospace;font-weight:540}
+  h1{font-size:"300%";font-weight:700;text-align:center}
+  h2{font-size:"150%";font-weight:600;text-align:left;padding-top:1em}
+  h3{font-size:"110%";font-weight:600;text-align:left}
+  h4{font-size:"100%";font-weight:500;text-align:left;text-decoration:underline}
+  td.a2{font-size:"150%";font-weight:600}
+  td.a3{font-size:"110%";font-weight:600}
+  td.a4{font-size:"100%";font-weight:600}
+--></style>
+</head>
+
+<body text="#000000" bgcolor="#F0FFE0" link="#0000E0" vlink="#E000E0" alink="#FF0000">
+<center><h1>How to optimize for the Pentium<br>
+family of microprocessors</h1>
+<p>
+<small>Copyright &#169; 1996, 2000 by Agner Fog. Last modified 2000-07-03.</small>
+</center>
+<p>&nbsp;</p>
+
+<h2>Contents</h2>
+<ol>
+<li><a href="#1">Introduction</a>
+<li><a href="#2">Literature</a>
+<li><a href="#3">Calling assembly functions from high level language</a>
+<li><a href="#4">Debugging and verifying</a>
+<li><a href="#5">Memory model</a>
+<li><a href="#6">Alignment</a>
+<li><a href="#7">Cache</a>
+<li><a href="#8">First time versus repeated execution</a>
+<li><a href="#9">Address generation interlock (PPlain and PMMX)</a>
+<li><a href="#10">Pairing integer instructions (PPlain and PMMX)</a>
+ <ol><li><a href="#10_1">Perfect pairing</a>
+ <li><a href="#10_2">Imperfect pairing</a>
+ </ol>
+<li><a href="#11">Splitting complex instructions into simpler ones (PPlain and PMMX)</a>
+<li><a href="#12">Prefixes (PPlain and PMMX)</a>
+<li><a href="#13">Overview of PPro, PII and PIII pipeline</a>
+<li><a href="#14">Instruction decoding (PPro, PII and PIII)</a>
+<li><a href="#15">Instruction fetch (PPro, PII and PIII)</a>
+<li><a href="#16">Register renaming (PPro, PII and PIII)</a>
+ <ol><li><a href="#16_1">Eliminating dependencies</a>
+ <li><a href="#16_2">Register read stalls</a></ol>
+<li><a href="#17">Out of order execution (PPro, PII and PIII)</a>
+<li><a href="#18">Retirement (PPro, PII and PIII)</a>
+<li><a href="#19">Partial stalls (PPro, PII and PIII)</a>
+ <ol><li><a href="#19_1">Partial register stalls</a>
+ <li><a href="#19_2">Partial flags stalls</a>
+ <li><a href="#19_3">Flags stalls after shifts and rotates</a>
+ <li><a href="#19_4">Partial memory stalls</a></ol>
+<li><a href="#20">Dependency chains (PPro, PII and PIII)</a>
+<li><a href="#21">Searching for bottlenecks (PPro, PII and PIII)</a>
+<li><a href="#22">Jumps and branches (all processors)</a>
+ <ol><li><a href="#22_1">Branch prediction in PPlain</a>
+ <li><a href="#22_2">Branch prediction in PMMX, PPro, PII and PIII</a>
+ <li><a href="#22_3">Avoiding jumps (all processors)</a>
+ <li><a href="#22_4">Avoiding conditional jumps by using flags (all processors)</a>
+ <li><a href="#22_5">Replacing conditional jumps by conditional moves (PPro, PII and PIII)</a></ol>
+<li><a href="#23">Reducing code size (all processors)</a>
+<li><a href="#24">Scheduling floating point code (PPlain and PMMX)</a>
+<li><a href="#25">Loop optimization (all processors)</a>
+ <ol><li><a href="#25_1">Loops in PPlain and PMMX</a>
+ <li><a href="#25_2">Loops in PPro, PII and PIII</a></ol>
+<li><a href="#26">Problematic Instructions</a>
+ <ol><li><a href="#26_1">XCHG (all processors)</a>
+ <li><a href="#26_2">Rotates through carry (all processors)</a>
+ <li><a href="#26_3">String instructions (all processors)</a>
+ <li><a href="#26_4">Bit test (all processors)</a>
+ <li><a href="#26_5">Integer multiplication (all processors)</a>
+ <li><a href="#26_6">WAIT instruction (all processors)</a>
+ <li><a href="#26_7">FCOM + FSTSW AX (all processors)</a>
+ <li><a href="#26_8">FPREM (all processors)</a>
+ <li><a href="#26_9">FRNDINT (all processors)</a>
+ <li><a href="#26_10">FSCALE and exponential function (all processors)</a>
+ <li><a href="#26_11">FPTAN (all processors)</a>
+ <li><a href="#26_12">FSQRT (PIII)</a>
+ <li><a href="#26_13">MOV [MEM], ACCUM (PPlain and PMMX)</a>
+ <li><a href="#26_14">TEST instruction (PPlain and PMMX)</a>
+ <li><a href="#26_15">Bit scan (PPlain and PMMX)</a>
+ <li><a href="#26_16">FLDCW (PPro, PII and PIII)</a>
+ </ol>
+<li><a href="#27">Special topics</a>
+ <ol><li><a href="#27_1">LEA instruction (all processors)</a>
+ <li><a href="#27_2">Division (all processors)</a>
+ <li><a href="#27_3">Freeing floating point registers (all processors)</a>
+ <li><a href="#27_4">Transitions between floating point and MMX instructions PMMX, PII and PIII)</a>
+ <li><a href="#27_5">Converting from floating point to integer (All processors)</a>
+ <li><a href="#27_6">Using integer instructions to do floating point operations (All processors)</a>
+ <li><a href="#27_7">Using floating point instructions to do integer operations (PPlain and PMMX)</a>
+ <li><a href="#27_8">Moving blocks of data (All processors)</a>
+ <li><a href="#27_9">Self-modifying code (All processors)</a>
+ <li><a href="#27_10">Detecting processor type (All processors)</a>
+ </ol>
+<li><a href="#28">List of instruction timings for PPlain and PMMX</a>
+ <ol><li><a href="#28_1">Integer instructions</a>
+ <li><a href="#28_2">Floating point instructions</a>
+ <li><a href="#28_3">MMX instructions (PMMX)</a></ol>
+<li><a href="#29">List of instruction timings and micro-op breakdown for PPro, PII and PIII</a>
+ <ol><li><a href="#29_1">Integer instructions</a>
+ <li><a href="#29_2">Floating point instructions</a>
+ <li><a href="#29_3">MMX instructions (PII and PIII)</a>
+ <li><a href="#29_4">XMM instructions (PIII)</a>
+ </ol>
+<li><a href="#30">Testing speed</a>
+<li><a href="#31">Comparison of the different microprocessors</a>
+</ol>
+
+<p>&nbsp;</p>
+<h2><a name="1">1</a>. Introduction</h2>
+<p>This manual describes in detail how to write optimized assembly language
+code, with particular focus on the Pentium&#174; family of microprocessors.
+<p>
+Most of the information herein is based on my own research. Many people have
+sent me useful information and corrections for this manual, and I keep
+updating it whenever I have new important information. This manual is
+therefore more accurate, detailed, comprehensive and exact than any other
+source of information, and it contains many details not found anywhere else.
+This information will enable you in many cases to calculate exactly how many
+clock cycles a piece of code will take. I do not claim, though, that all
+information in this manual is exact: Some timings etc. can be difficult or
+impossible to measure exactly, and I do not have access to the inside information
+on technical implementations that the writers of Intel manuals have. 
+<p>
+The following versions of Pentium processors are discussed in this manual:<p>
+<table border=1>
+<tr><td class="a3">abbreviation</td><td class="a3">name</td></tr>
+<tr><td>PPlain</td><td>plain old Pentium (without MMX)</td></tr>
+<tr><td>PMMX</td><td>Pentium with MMX</td></tr>
+<tr><td>PPro</td><td>Pentium Pro</td></tr>
+<tr><td>PII</td><td>Pentium II (including Celeron and Xeon)</td></tr>
+<tr><td>PIII</td><td>Pentium III (including variants)</td></tr>
+</table>
+<p>
+The assembly language syntax used in this manual is MASM 5.10 syntax.
+There is no official standard for X86 assembly language, but this is the
+closest you can get to a de facto standard since most assemblers have a
+MASM 5.10 compatible mode. (I do not recommend using MASM version 5.10 though,
+because it has a serious bug in 32 bit mode. Use TASM or a later version of MASM).
+<p>
+Some of the remarks in this manual may seem like a criticism of Intel. This should not be
+taken to mean that other brands are better. The Pentium family of microprocessors
+compare well with competing brands, they are better documented, and have better
+testability features. For these reasons, no competing brand has been subjected to the same
+level of independent research by me or by anybody else.
+<p>
+Programming in assembly language is much more difficult than high level language. Making 
+bugs is very easy, and finding them is very difficult. Now you have been warned! It is 
+assumed that the reader is already experienced in assembly programming. If not, then
+please read some books on the subject and get some programming experience before you
+begin to do complicated optimizations.
+<p>
+The hardware design of the PPlain and PMMX chips has many features which are
+optimized specifically for some commonly used instructions or instruction combinations,
+rather than using general optimization methods. Consequently, the rules for optimizing
+software for this design are complicated and have many exceptions, but the possible gain
+in performance may be substantial. The PPro, PII and PIII processors have a very
+different design where the processor takes care of much of the optimization work by
+executing instructions out of order, but the more complicated design of these processors
+generate many potential bottlenecks, so there may be a lot to gain
+by optimizing manually for these processors. The Pentium 4 processor has yet
+another design, and the optimization guidelines for Pentium 4 are quite different
+from previous versions. This manual does not cover the Pentium 4 - the reader is
+referred to manuals from Intel.  
+<p>
+Before you start to convert your code to assembly, make sure that your algorithm is optimal.
+Often you can improve a piece of code much more by improving the algorithm than by
+converting it to assembly code.
+<p>
+Next, you have to identify the critical parts of your program. Often more than 99% of the 
+CPU time is spent in the innermost loop of a program. In this case you should optimize only 
+this loop and leave everything else in high level language. Some assembly programmers 
+waste a lot of energy optimizing the wrong parts of their programs, the only significant effect 
+of their effort being that the programs become more difficult to debug and maintain!
+<p>
+If it is not obvious where the critical parts of your program are then you may use a profiler to
+find them. If it turns out that the bottleneck is disk access, then you may modify your 
+program to make disk access sequential in order to improve disk caching, rather than
+turning to assembly programming. If the bottleneck is graphics output then you may look for
+a way of reducing the number of calls to graphic procedures.
+<p>
+Some high level language compilers offer relatively good optimization for specific
+processors, but further optimization by hand can usually make it much better.
+<p>
+Please don't send your programming questions to me. I am not gonna do your homework 
+for you!
+<p>
+Good luck with your hunt for nanoseconds!
+<p>
+<h2><a name="2">2</a>. Literature</h2><p>
+A lot of useful literature and tutorials can be downloaded for free from Intel's www site or
+acquired in print or on CD-ROM. It is recommended that you study this literature in order to
+get acquainted with the microprocessor architecture. However, the documents from Intel are 
+not always accurate - especially the tutorials have many errors (evidently, they haven't 
+tested their own examples).
+<p>
+I will not give the URL's here because the file locations change very often. You can find the 
+documents you need by using the search facilities at:
+<a href="http://developer.intel.com" target="external">developer.intel.com</a> or follow the 
+links from <a href="http://www.agner.org/assem">www.agner.org/assem</a>
+<p>
+Some documents are in .PDF format. If you don't have software for viewing or printing .PDF
+files, then you may download the Acrobat file reader from <a href="http://www.adobe.com" target="external">www.adobe.com</a>
+<p>
+The use of MMX and XMM (SIMD) instructions for optimizing specific applications are described in several 
+application notes. The instruction set is described in various manuals and tutorials.
+<p>
+VTUNE is a software tool from Intel for optimizing code. I have not tested it and can 
+therefore not give any evalutation of it here.
+<p>
+A lot of other sources than Intel also have useful information. These sources are listed in
+the FAQ for the newsgroup comp.lang.asm.x86. For other internet ressources follow the
+links from <a href="http://www.agner.org/assem">www.agner.org/assem</a>
+<p>
+<h2><a name="3">3</a>. Calling assembly functions from high level language</h2><p>
+You can either use inline assembly or code a subroutine entirely in assembly language and
+link it into your project. If you choose the latter option, then it is recommended that you use
+a compiler which is capable of translating high level code directly to assembly. This assures
+that you get the function calling method right. Most C++ compilers can do this.
+<p>
+The methods for function calling and name mangling can be quite complicated. There are
+many different calling conventions, and the different brands of compilers are not compatible
+in this respect. If you are calling assembly language subroutines from C++, then the best
+method in terms of consistency and compatibility is to declare your functions  <kbd>extern "C"</kbd>
+and <kbd>_cdecl</kbd>. The assembly code must then have the function name prefixed by an
+underscore (<kbd>_</kbd>) and be assembled with case sensitivity on externals (option -mx).
+<p>
+If you need to make overloaded functions, overloaded operators, member
+functions, and other C++ specialties then you have to code it in C++ first and
+make your compiler translate it to assembly in order to get the right linking
+information and calling method. These details are different for different brands
+of compilers. If you want an assembly function with any other calling method
+than <kbd>extern "C"</kbd> and <kbd>_cdecl</kbd> to be callable from code
+compiled with different compilers then you need to give it one public name
+for each compiler. For example an overloaded square function:
+<pre>  ; int square (int x);
+  SQUARE_I PROC NEAR             ; integer square function
+  @square$qi LABEL NEAR          ; link name for Borland compiler
+  ?square@@YAHH@Z LABEL NEAR     ; link name for Microsoft compiler
+  _square__Fi LABEL NEAR         ; link name for Gnu compiler
+  PUBLIC @square$qi, ?square@@YAHH@Z, _square__Fi
+          MOV     EAX, [ESP+4]
+          IMUL    EAX
+          RET
+  SQUARE_I ENDP
+
+  ; double square (double x);
+  SQUARE_D PROC NEAR             ; double precision float square function
+  @square$qd LABEL NEAR          ; link name for Borland compiler
+  ?square@@YANN@Z LABEL NEAR     ; link name for Microsoft compiler
+  _square__Fd LABEL NEAR         ; link name for Gnu compiler
+  PUBLIC @square$qd, ?square@@YANN@Z, _square__Fd
+          FLD     QWORD PTR [ESP+4]
+          FMUL    ST(0), ST(0)
+          RET
+  SQUARE_D ENDP</pre>
+<p>
+The way of transferring parameters depends on the calling convention:</pre><p>
+<table border=1 cellpadding=1 cellspacing=1><tr>
+<td class="a3">&nbsp;calling convention&nbsp;</td>
+<td class="a3">&nbsp;parameter order on stack&nbsp;</td>
+<td class="a3">&nbsp;parameters removed by&nbsp;</td></tr>
+<tr><td>&nbsp;_cdecl&nbsp;</td><td>&nbsp;first par. at low address&nbsp;
+</td><td>&nbsp;caller&nbsp;</td></tr><tr><td>&nbsp;_stdcall&nbsp;</td><td>
+&nbsp;first par. at low address&nbsp;</td><td>&nbsp;subroutine&nbsp;</td></tr>
+<tr><td>&nbsp;_fastcall&nbsp;</td><td>&nbsp;compiler specific&nbsp;
+</td><td>&nbsp;subroutine&nbsp;</td></tr>
+<tr><td>&nbsp;_pascal&nbsp;</td><td>&nbsp;first par. at high address&nbsp;
+</td><td>&nbsp;subroutine&nbsp;</td>
+</tr></table>
+<p>
+<u>Register usage in 16 bit mode DOS or Windows, C or C++:</u><br>
+16-bit return value in <kbd>AX</kbd>, 32-bit return value in <kbd>DX:AX</kbd>,
+floating point return value in <kbd>ST(0)</kbd>. Registers <kbd>AX, BX, CX,
+DX, ES</kbd> and arithmetic flags may be changed by the procedure; all other
+registers must be saved and restored. A procedure can rely on <kbd>SI, DI, BP, DS</kbd>
+and <kbd>SS</kbd> being unchanged across a call to another procedure.
+<p>
+<u>Register usage in 32 bit Windows, C++ and other programming languages:</u><br>
+Integer return value in  <kbd>EAX</kbd>,  floating point return value in <kbd>ST(0)</kbd>.
+Registers  <kbd>EAX, ECX, EDX</kbd> (not <kbd>EBX</kbd>) may be changed by the procedure; all other
+registers must be saved and restored. Segment registers cannot be changed, not even
+temporarily. <kbd>CS, DS, ES,</kbd> and <kbd>SS</kbd> all point to the flat segment group. <kbd>FS</kbd> is used by the
+operating system. <kbd>GS</kbd> is unused, but reserved. Flags may be changed by the procedure
+with the following restrictions: The direction flag is 0 by default. The direction flag may be
+set temporarily, but must be cleared before any call or return. The interrupt flag cannot be
+cleared. The floating point register stack is empty at the entry of a procedure and must be
+empty at return, except for <kbd>ST(0)</kbd> if it is used for return value. MMX registers may be
+changed by the procedure and if so cleared by <kbd>EMMS</kbd> before returning and before calling any
+other procedure that may use floating point registers. All XMM registers may be modified
+by procedures. Rules for passing parameters and return values in XMM registers
+are described in Intel's application note AP 589. A procedure can rely on
+<kbd>EBX, ESI, EDI, EBP</kbd> and all segment registers being unchanged across
+a call to another procedure.
+<p>
+
+<h2><a name="4">4</a>. Debugging and verifying</h2><p>
+Debugging assembly code can be quite hard and frustrating, as you probably already have 
+discovered. I would recommend that you start with writing the piece of code you want to 
+optimize as a subroutine in a high level language. Next, write a test program that will test 
+your subroutine thoroughly. Make sure the test program goes into all branches and 
+boundary cases.
+<p>
+When your high level language subroutine works with your test program then you are ready
+to translate the code to assembly language. 
+<p>
+Now you can start to optimize. Each time you have made a modification you should run it 
+on the test program to see if it works correctly.
+Number all your versions and save them so that you can go back and test them again in 
+case you discover an error that the test program didn't catch (such as writing to a wrong
+address).
+<p>
+Test the speed of the most critical part of your program with the method described in 
+chapter <a href="#30">30</a> or with a test program.  If the code is significantly slower than expected, then the
+most probable causes are: cache misses (chapter <a href="#7">7</a>), misaligned
+operands (chapter <a href="#6">6</a>), first
+time penalty (chapter <a href="#8">8</a>), branch mispredictions
+(chapter <a href="#22">22</a>), instruction fetch problems 
+(chapter <a href="#15">15</a>), register read stalls (<a href="#16">16</a>),
+ or long dependency chains (chapter <a href="#20">20</a>).
+<p>
+Highly optimized code tends to be very difficult to read and understand for others, and even
+for yourself when you get back to it after some time. In order to make it possible to maintain 
+the code it is important that you organize it into small logical units (procedures or macros)
+with a well-defined interface and appropriate comments. The more complicated the code is 
+to read, the more important is a good documentation.
+<p>
+<h2><a name="5">5</a>. Memory model</h2><p>
+The Pentiums are designed primarily for 32 bit code, and the performance is
+inferior on 16 bit code. Segmenting your code and data also degrades performance
+significantly, so you should generally prefer 32 bit flat mode, and an operating
+system which supports this mode. The code examples shown in this
+manual assume a 32 bit flat memory model, unless otherwise specified.
+<p>
+<h2><a name="6">6</a>. Alignment</h2><p>
+All data in RAM should be aligned to addresses divisible by 2, 4, 8, or 16 according to this
+scheme:
+<table border=1 cellpadding=1 cellspacing=1><tr><td>
+&nbsp;
+</td><td colspan=2 align=center class="a3">alignment</td></tr>
+<tr><td align=center class="a3">&nbsp;operand size&nbsp;</td>
+<td align=center class="a3">&nbsp;PPlain and PMMX&nbsp;</td>
+<td align=center class="a3">&nbsp;PPro, PII and PIII&nbsp;</td></tr>
+<tr><td>&nbsp;1  (byte)&nbsp;</td>
+<td align=center>1</td><td align=center>1</td></tr>
+<tr><td>&nbsp;2  (word)&nbsp;</td><td align=center>2</td>
+<td align=center>2</td></tr>
+<tr><td>&nbsp;4  (dword)&nbsp;</td>
+<td align=center align=center>4</td><td align=center>4</td></tr>
+<tr><td>&nbsp;6  (fword)&nbsp;</td>
+<td align=center>4</td><td align=center>8</td></tr>
+<tr><td>&nbsp;8  (qword)&nbsp;</td>
+<td align=center>8</td><td align=center>8</td></tr>
+<tr><td>&nbsp;10 (tbyte)&nbsp;</td>
+<td align=center>8</td><td align=center>16</td></tr>
+<tr><td>&nbsp;16 (oword)&nbsp;</td>
+<td align=center>n.a.</td><td align=center>16</td></tr>
+</table> 
+<p>
+On PPlain and PMMX, misaligned data will take at least 3 clock cycles extra to access if a 4 
+byte boundary is crossed. The penalty is higher when a cache line boundary is crossed.
+<p>
+On PPro, PII and PIII, misaligned data will cost you 6-12 clocks extra when a
+cache line boundary is crossed. Misaligned operands smaller than 16 bytes that
+do not cross a 32 byte boundary give no penalty.
+<p>
+Aligning data by 8 or 16 on a dword size stack may be a problem. A common method is to set up
+an aligned frame pointer. A function with aligned local data may look like this:
+<pre>_FuncWithAlign PROC NEAR
+        PUSH    EBP                        ; prolog code
+        MOV     EBP, ESP
+        AND     EBP, -8                    ; align frame pointer by 8
+        FLD     DWORD PTR [ESP+8]          ; function parameter
+        SUB     ESP, LocalSpace + 4        ; allocate local space
+        FSTP    QWORD PTR [EBP-LocalSpace] ; store something in aligned space
+        ...
+        ADD     ESP, LocalSpace + 4        ; epilog code. restore ESP
+        POP     EBP                        ; (AGI stall on PPlain/PMMX)
+        RET
+_FuncWithAlign ENDP</pre>
+<p>
+While aligning data is always important, aligning code is not necessary on the PPlain and 
+PMMX. Principles for aligning code on PPro, PII and PIII are explained in chapter <a href="#15">15</a>.
+<p>
+<h2><a name="7">7</a>. Cache</h2><p>
+The PPlain and PPro have 8 kb of on-chip cache (level one cache) for code, and 8 kb for 
+data. The PMMX, PII and PIII have 16 kb for code and 16 kb for data. Data in the level 1 cache 
+can be read or written to in just one clock cycle, whereas a cache miss may cost many 
+clock cycles. It is therefore important that you understand how the cache works in order to 
+use it most efficiently.
+<p>
+The data cache consists of 256 or 512 lines of 32 bytes each. Each time you read a data 
+item which is not cached, the processor will read an entire cache line from memory. The 
+cache lines are always aligned to a physical address divisible by 32. When you have read a 
+byte at an address divisible by 32, then the next 31 bytes can be read or written to at almost 
+no extra cost. You can take advantage of this by arranging data items which are used near 
+each other together into aligned blocks of 32 bytes of memory. If, for example, you have a 
+loop which accesses two arrays, then you may interleave the two arrays into one array of
+structures, so that data which are used together are also stored together.
+<p>
+If the size of an array or other data structure is a multiple of 32 bytes, then you should 
+preferably align it by 32.
+<p>
+The cache is set-associative. This means that a cache line can not be assigned to an 
+arbitrary memory address. Each cache line has a 7-bit set-value which must match bits 5 
+through 11 of the physical RAM address (bit 0-4 define the 32 bytes within a cache line).
+The PPlain and PPro have two cache lines for each of the 128 set-values, so there are two 
+possible cache lines to assign to any RAM address. The PMMX, PII and PIII have four.
+<p>
+The consequence of this is that the cache can hold no more than two or four different data 
+blocks which have the same value in bits 5-11 of the address. You can determine if two 
+addresses have the same set-value by the following method: Strip off the lower 5 bits of 
+each address to get a value divisible by 32. If the difference between the two truncated 
+addresses is a multiple of 4096 (=1000H), then the addresses have the same set-value.
+<p>
+Let me illustrate this by the following piece of code, where ESI holds an address divisible by 
+32:
+
+<pre>AGAIN:  MOV  EAX, [ESI]
+        MOV  EBX, [ESI + 13*4096 +  4]
+        MOV  ECX, [ESI + 20*4096 + 28]
+        DEC  EDX
+        JNZ  AGAIN</pre>
+<p>
+The three addresses used here all have the same set-value because the differences 
+between the truncated addresses are multipla of 4096. This loop will perform very poorly on 
+the PPlain and PPro. At the time you read <kbd>ECX</kbd> there is no free cache
+line with the proper set-value so the processor takes the least recently used
+of the two possible cache lines, that is the one which was used for <kbd>EAX</kbd>, and
+fills it with the data from <kbd>[ESI+20*4096]</kbd> to
+<kbd>[ESI+20*4096+31]</kbd> and reads <kbd>ECX</kbd>.
+Next, when reading <kbd>EAX</kbd>, you find that the cache
+line that held the value for <kbd>EAX</kbd> has now been discarded, so you
+take the least recently used
+line, which is the one holding the <kbd>EBX</kbd> value, and so on..
+You have nothing but cache misses and the loop takes something like 60 clock
+cycles. If the third line is changed to:
+<pre>        MOV  ECX, [ESI + 20*4096 + 32]</pre>
+<p>
+then we have crossed a 32 byte boundary, so that we do not have the same set-value as in
+the first two lines, and there will be no problem assigning a cache line to each of the three
+addresses. The loop now takes only 3 clock cycles (except for the first time) - a very
+considerable improvement! As already mentioned, the PMMX, PII and PIII have 4-way caches
+so that you have four cache lines with the same set-value. (Some Intel documents
+erroneously say that the PII cache is 2-way).
+<p>
+It may be very difficult to determine if your data addresses have the same set-values, 
+especially if they are scattered around in different segments. The best thing you can do to 
+avoid problems of this kind is to keep all data used in the critical part or your program within 
+one contiguous block not bigger than the cache, or two contiguous blocks no bigger than 
+half that size (for example one block for static data and another block for data on the stack). 
+This will make sure that your cache lines are used optimally.
+<p>
+If the critical part of your code accesses big data structures or random data addresses, then
+you may want to keep all frequently used variables (counters, pointers, control variables, 
+etc.) within a single contiguous block of max 4 kbytes so that you have a complete set of 
+cache lines free for accessing random data. Since you probably need stack space anyway 
+for subroutine parameters and return addresses, the best thing is to copy all frequently 
+used static data to dynamic variables on the stack, and copy them back again outside the 
+critical loop if they have been changed.
+<p>
+Reading a data item which is not in the level one cache causes an entire cache line to be 
+filled from the level two cache, which takes approximately 200 ns (that is 20 clocks on a 
+100 MHz system or 40 clocks on a 200 MHz system), but the bytes you ask for first are 
+available already after 50-100 ns. If the data item is not in the level two cache either, then 
+you will get a delay of something like 200-300 ns. This delay will be somewhat longer if you 
+cross a DRAM page boundary. (The size of a DRAM page is 1 kb for 4 and 8 MB 72 pin 
+RAM modules, and 2 kb for 16 and 32 MB modules).
+<p>
+When reading big blocks of data from memory, the speed is limited by the time it takes to fill 
+cache lines. You can sometimes improve speed by reading data in a non-sequential order: 
+before you finish reading data from one cache line start reading the first item from the next 
+cache line. This method can increase reading speed by 20 - 40% when reading from main 
+memory or level 2 cache on PPlain and PMMX, and from level 2 cache on PPro, PII and PIII. A 
+disadvantage of this method is of course that the program code becomes extremely clumsy 
+and complicated. For further information on this trick see <a href="http://www.intelligentfirm.com" target="external">www.intelligentfirm.com</a>.
+<p>
+When you write to an address which is not in the level 1 cache, then the value will go right 
+through to the level 2 cache or to the RAM (depending on how the level 2 cache is set up) 
+on the PPlain and PMMX. This takes approximately 100 ns. If you write eight or more times 
+to the same 32 byte block of memory without also reading from it, and the block is not in the
+level one cache, then it may be advantageous to make a dummy read from the block first to 
+load it into a cache line. All subsequent writes to the same block will then go to the cache 
+instead, which takes only one clock cycle. On PPlain and PMMX, there is sometimes a 
+small penalty for writing repeatedly to the same address without reading in between.
+<p>
+On PPro, PII and PIII, a write miss will normally load a cache line, but it is possible to setup an
+area of memory to perform differently, for example video RAM (See Pentium Pro Family
+Developer's Manual, vol. 3: Operating System Writer's Guide").
+<p>
+Other ways of speeding up memory reads and writes are discussed in chapter
+<a href="#27_8">27.8</a> below.
+<p>
+The PPlain and PPro have two write buffers, PMMX, PII and PIII have four. On the PMMX, PII and
+PIII you may have up to four unfinished writes to uncached memory without delaying the
+subsequent instructions. Each write buffer can handle operands up to 64 bits wide.
+<p>
+Temporary data may conveniently be stored on the stack because the stack area is very 
+likely to be in the cache. However, you should be aware of the alignment problems
+if your data elements are bigger than the stack word size.
+<p>
+If the life ranges of two data structures do not overlap, then they may share
+the same RAM area to increase cache efficiency. This is consistent with the
+common practice of allocating space for temporary variables on the stack.
+<p>
+Storing temporary data in registers is of course even more efficient. Since registers is a
+scarce ressource you may want to use <kbd>[ESP]</kbd> rather than <kbd>[EBP]</kbd> for addressing data on the
+stack, in order to free <kbd>EBP</kbd> for other purposes. Just don't forget that the value of <kbd>ESP</kbd>
+changes every time you do a <kbd>PUSH</kbd> or <kbd>POP</kbd>.
+(You cannot use <kbd>ESP</kbd> under 16-bit Windows
+because the timer interrupt will modify the high word of <kbd>ESP</kbd> at unpredictable places in your
+code.)
+<p>
+There is a separate cache for code, which is similar to the data cache. The size of the code 
+cache is 8 kb on PPlain and PPro and 16 kb on the PMMX, PII and PIII. It is important that the 
+critical part of your code (the innermost loops) fit in the code cache. Frequently used pieces 
+of code or routines which are used together should preferable be stored near each other. 
+Seldom used branches or procedures should be put away in the bottom of your code or
+somewhere else.
+<p>
+<h2><a name="8">8</a>. First time versus repeated execution</h2><p>
+A piece of code usually takes much more time the first time it is executed than when it is
+repeated. The reasons are the following:
+<ol>
+<li>Loading the code from RAM into the cache takes longer time than executing it.
+<li>Any data accessed by the code has to be loaded into the cache, which may take much
+more time than executing the instructions. When the code is repeated then the data are
+more likely to be in the cache.
+<li>Jump instructions will not be in the branch target buffer the first time they execute, and
+therefore are less likely to be predicted correctly. See chapter <a href="#22">22</a>.
+<li>In the PPlain, decoding the code is a bottleneck. If it takes one clock cycle to determine
+the length of an instruction, then it is not possible to decode two instructions per clock
+cycle, because the processor doesn't know where the second instruction begins. The
+PPlain solves this problem by remembering the length of any instruction which has
+remained in the cache since last time it was executed. As a consequence of this, a set
+of instructions will not pair in the PPlain the first time they are executed, unless the first
+of the two instructions is only one byte long. The PMMX, PPro, PII and PIII have no penalty
+on first time decoding.
+</ol><p>
+For these four reasons, a piece of code inside a loop will generally take much more time the
+first time it executes than the subsequent times.
+<p>
+If you have a big loop which doesn't fit into the code cache then you will get penalties all the 
+time because it doesn't run from the cache. You should therefore try to reorganize the loop 
+to make it fit into the cache.
+<p>
+If you have very many jumps, calls, and branches inside a loop, then you may get the
+penalty of branch target buffer misses repeatedly.
+<p>
+Likewise, if a loop repeatedly accesses a data structure too big for the data cache, then you
+will get the penalty of data cache misses all the time.
+<p>
+<h2><a name="9">9</a>. Address generation interlock (PPlain and PMMX)</h2><p>
+It takes one clock cycle to calculate the address needed by an instruction which accesses 
+memory. Normally, this calculation is done at a separate stage in the pipeline while the 
+preceding instruction or instruction pair is executing. But if the address depends on the 
+result of an instruction executing in the preceding clock cycle, then you have to wait an 
+extra clock cycle for the address to be calculated. This is called an AGI stall.
+Example:<br>
+<kbd>ADD EBX,4 / MOV EAX,[EBX] ; AGI stall</kbd><br>
+The stall in this example can be removed by putting some other instructions in between
+<kbd>ADD EBX,4</kbd> and <kbd>MOV EAX,[EBX]</kbd> or by rewriting the code to:
+<kbd>MOV EAX,[EBX+4] / ADD EBX,4</kbd>
+<p>
+You can also get an AGI stall with instructions which use <kbd>ESP</kbd> implicitly
+for addressing, such
+as <kbd>PUSH, POP, CALL,</kbd> and <kbd>RET</kbd>, if <kbd>ESP</kbd> has been
+changed in the preceding clock cycle by
+instructions such as <kbd>MOV, ADD,</kbd> or <kbd>SUB</kbd>.
+The PPlain and PMMX have special circuitry to
+predict the value of <kbd>ESP</kbd> after a stack operation so that you do not
+get an AGI delay after
+changing <kbd>ESP</kbd> with <kbd>PUSH, POP,</kbd> or <kbd>CALL</kbd>.
+You can get an AGI stall after <kbd>RET</kbd> only if it has an
+immediate operand to add to <kbd>ESP</kbd>.
+<p>
+Examples:
+<pre>ADD ESP,4 / POP ESI            ; AGI stall
+POP EAX   / POP ESI            ; no stall, pair
+MOV ESP,EBP / RET              ; AGI stall
+CALL L1 / L1: MOV EAX,[ESP+8]  ; no stall
+RET / POP EAX                  ; no stall
+RET 8 / POP EAX                ; AGI stall</pre>
+<p>
+The <kbd>LEA</kbd> instruction is also subject to an AGI stall if it uses a
+base or index register which
+has been changed in the preceding clock cycle. Example:
+<pre>INC ESI / LEA EAX,[EBX+4*ESI]  ; AGI stall</pre>
+<p>
+PPro, PII and PIII have no AGI stalls for memory reads and <kbd>LEA</kbd>, but they do have
+AGI stalls for memory writes. This is not very significant unless the subsequent
+code has to wait for the write to finish.<p>
+<h2><a name="10">10</a>. Pairing integer instructions (PPlain and PMMX)</h2>
+<h3><a name="10_1">10.1 Perfect pairing</a></h3><p>
+The PPlain and PMMX have two pipelines for executing instructions, called the U-pipe and
+the V-pipe. Under certain conditions it is possible to execute two instructions
+simultaneously, one in the U-pipe and one in the V-pipe. This can almost double the speed.
+It is therefore advantageous to reorder your instructions to make them pair.
+<p>
+The following instructions are pairable in either pipe:
+<ul><li><kbd>MOV</kbd> register, memory, or immediate into register or memory
+<li><kbd>PUSH</kbd> register or immediate, <kbd>POP</kbd> register
+<li><kbd>LEA, NOP</kbd>
+<li><kbd>INC, DEC, ADD, SUB, CMP, AND, OR, XOR,</kbd>
+<li>and some forms of <kbd>TEST</kbd> (see chapter <a href="#26_14">26.14</a>)
+</ul><p>
+The following instructions are pairable in the U-pipe only:
+<ul><li><kbd>ADC, SBB</kbd>
+<li><kbd>SHR, SAR, SHL, SAL</kbd> with immediate count
+<li><kbd>ROR, ROL, RCR, RCL</kbd> with an immediate count of 1
+</ul><p>
+The following instructions can execute in either pipe but are only pairable
+when in the V-pipe:
+<ul><li>near call
+<li>short and near jump
+<li>short and near conditional jump.
+</ul><p>
+All other integer instructions can execute in the U-pipe only, and are not pairable.
+<p>
+Two consecutive instructions will pair when the following conditions are met:
+<p>
+<u>1.</u> The first instruction is pairable in the U-pipe and the second
+instruction is pairable in the V-pipe.
+<p>
+<u>2.</u> The second instruction does not read or write a register which the first
+instruction writes to.<br>
+Examples:
+<pre>    MOV EAX, EBX / MOV ECX, EAX     ; read after write, do not pair
+    MOV EAX, 1   / MOV EAX, 2       ; write after write, do not pair
+    MOV EBX, EAX / MOV EAX, 2       ; write after read, pair OK
+    MOV EBX, EAX / MOV ECX, EAX     ; read after read, pair OK
+    MOV EBX, EAX / INC EAX          ; read and write after read, pair OK</pre>
+<p>
+<u>3.</u>  In rule 2 partial registers are treated as full registers. Example:
+<pre>    MOV AL, BL  /  MOV AH, 0</pre><p>
+writes to different parts of the same register, do not pair
+<p>
+<u>4.</u>  Two instructions which both write to parts of the flags register can pair despite rule 2 and
+3.  Example:
+<pre>    SHR EAX, 4 / INC EBX            ; pair OK</pre>
+<p>
+<u>5.</u>  An instruction which writes to the flags can pair with a conditional jump despite rule 2.
+Example:
+<pre>    CMP EAX, 2 / JA LabelBigger     ; pair OK</pre>
+<p>
+<u>6.</u>  The following instruction combinations can pair despite the fact that they both modify the
+stack pointer:
+<pre>    PUSH + PUSH,  PUSH + CALL,  POP + POP</pre>
+<p>
+<u><a name="10-7">7.</a></u> There are restrictions on the pairing of instructions with prefix.
+There are several types of prefixes:
+<ul>
+<li>instructions addressing a non-default segment have a segment prefix.
+<li>instructions using 16 bit data in 32 bit mode, or 32 bit data in 16 bit mode have an
+operand size prefix.
+<li>instructions using 32 bit base or index registers in 16 bit mode have an address size
+prefix.
+<li>repeated string instructions have a repeat prefix.
+<li>locked instructions have a <kbd>LOCK</kbd> prefix.
+<li>many instructions which were not implemented on the 8086 processor have a two byte
+opcode where the first byte is <kbd>0FH</kbd>. The <kbd>0FH</kbd> byte behaves
+as a prefix on the PPlain, but
+not on the other versions. The most common instructions with <kbd>0FH</kbd>
+prefix are: <kbd>MOVZX,
+MOVSX, PUSH FS, POP FS, PUSH GS, POP GS, LFS, LGS, LSS, SETcc, BT, 
+BTC, BTR, BTS, BSF, BSR, SHLD, SHRD,</kbd> and <kbd>IMUL</kbd> with two operands and no
+immediate operand.
+</ul>
+<p>
+On the PPlain, a prefixed instruction can only execute in the U-pipe, except for conditional 
+near jumps.
+<p>
+On the PMMX, instructions with operand size, address size, or <kbd>0FH</kbd>
+prefix can execute in
+either pipe, whereas instructions with segment, repeat, or lock prefix can
+only execute in the U-pipe.
+<p>
+<u>8.</u> An instruction which has both a displacement and immediate data is not pairable on the
+PPlain and only pairable in the U-pipe on the PMMX:
+<pre>    MOV DWORD PTR DS:[1000], 0    ; not pairable or only in U-pipe
+    CMP BYTE PTR [EBX+8], 1       ; not pairable or only in U-pipe
+    CMP BYTE PTR [EBX], 1         ; pairable
+    CMP BYTE PTR [EBX+8], AL      ; pairable</pre><p>
+    (Another problem with instructions which have both a displacement and
+    immediate data on the PMMX is that such instructions may be longer
+    than 7 bytes, which means that only one instruction can be decoded
+    per clock cycle, as explained in chapter <a href="#12">12</a>.)
+<p>
+<u>9.</u> Both instructions must be preloaded and decoded. This is explained in
+chapter <a href="#8">8</a>.
+<p>
+<u>10.</u> There are special pairing rules for MMX instructions on the PMMX:
+<ul>
+<li>MMX shift, pack or unpack instructions can execute in either pipe but cannot pair with
+other MMX shift, pack or unpack instructions.
+<li>MMX multiply instructions can execute in either pipe but cannot pair with other MMX
+multiply instructions. They take 3 clock cycles and the last 2 clock cycles can overlap
+with subsequent instructions in the same way as floating point instructions can (see
+chapter <a href="#24">24</a>).
+<li>an MMX instruction which accesses memory or integer registers can execute only in the
+U-pipe and cannot pair with a non-MMX instruction.
+</ul>
+<p>
+
+<h3><a name="10_2">10.2 Imperfect pairing</a></h3><p>
+There are situations where the two instructions in a pair will not execute simultaneously, or
+only partially overlap in time. They should still be considered a pair, though, because the
+first instruction executes in the U-pipe, and the second in the V-pipe. No subsequent 
+instruction can start to execute before both instructions in the imperfect pair have finished.
+<p>
+Imperfect pairing will happen in the following cases:
+<p>
+<u>1.</u> If the second instructions suffers an AGI stall (see chapter <a href="#9">9</a>).
+<p>
+<u>2.</u> Two instructions cannot access the same DWORD of memory simultaneously.
+The following examples assume that <kbd>ESI</kbd> is divisible by 4:<br>
+<kbd>   MOV AL, [ESI] / MOV BL, [ESI+1]</kbd><br>
+The two operands are within the same DWORD, so they cannot execute
+simultaneously. The pair takes 2 clock cycles.<br>
+<kbd>   MOV AL, [ESI+3] / MOV BL, [ESI+4]</kbd><br>
+Here the two operands are on each side of a DWORD boundary, so they
+pair perfectly, and take only one clock cycle.
+<p>
+<u>3.</u> Rule 2 is extended to the case where bit 2-4 is the same in the two addresses (cache
+bank conflict). For DWORD addresses this means that the difference between the two 
+addresses should not be divisible by 32. Examples:
+<pre>   MOV [ESI], EAX / MOV [ESI+32000], EBX ;  imperfect pairing
+   MOV [ESI], EAX / MOV [ESI+32004], EBX ;  perfect pairing</pre>
+<p>
+Pairable integer instructions which do not access memory take one clock cycle to 
+execute, except for mispredicted jumps. <kbd>MOV</kbd> instructions to or from
+memory also take 
+only one clock cycle if the data area is in the cache and properly aligned. There is no 
+speed penalty for using complex addressing modes such as scaled index registers.
+<p>
+A pairable integer instruction which reads from memory, does some calculation, and 
+stores the result in a register or flags, takes 2 clock cycles. (read/modify instructions).
+<p>
+A pairable integer instruction which reads from memory, does some calculation, and 
+writes the result back to the memory, takes 3 clock cycles. (read/modify/write
+instructions).
+<p>
+<u>4.</u> If a read/modify/write instruction is paired with a read/modify or read/modify/write
+instruction, then they will pair imperfectly.
+
+<p>
+The number of clock cycles used is given in the following table:
+<table border=1 cellpadding=1 cellspacing=1><tr>
+<td align="center" class="a3">
+First instruction</td>
+<td colspan=3 align="center" class="a3">Second instruction</td></tr>
+<tr><td>&nbsp;</td><td align=center>&nbsp;MOV or register only&nbsp;
+</td><td align=center>&nbsp;read/modify&nbsp;</td>
+<td align=center>&nbsp;read/modify/write&nbsp;</td></tr>
+<tr><td align=center>&nbsp;MOV or register only&nbsp;</td>
+<td align=center>&nbsp;1&nbsp;</td>
+<td align=center>&nbsp;2&nbsp;</td>
+<td align=center>&nbsp;3&nbsp;</td></tr>
+<tr><td align=center>&nbsp;read/modify&nbsp;</td>
+<td align=center>&nbsp;2&nbsp;</td>
+<td align=center>&nbsp;2&nbsp;</td>
+<td align=center>&nbsp;3&nbsp;</td></tr>
+<tr><td align=center>&nbsp;read/modify/write&nbsp;</td>
+<td align=center>&nbsp;3&nbsp;</td>
+<td align=center>&nbsp;4&nbsp;</td>
+<td align=center>&nbsp;5&nbsp;</td></tr>
+</table>
+
+<p>Example:<br><kbd> ADD [mem1], EAX / ADD EBX, [mem2]  ; 4 clock cycles<br> ADD EBX, [mem2] / ADD [mem1], EAX  ; 3 clock cycles</kbd>
+<p>
+<u>5.</u> When two paired instructions both take extra time due to cache misses, misalignment,
+or jump misprediction, then the pair will take more time than each instruction, but less
+than the sum of the two.
+<p>
+<u>6.</u> A pairable floating point instruction followed by <kbd>FXCH</kbd>
+ will make imperfect pairing if the
+next instruction is not a floating point instruction.
+<p>
+<p>In order to avoid imperfect pairing you have to know which instructions go into the U-pipe,
+and which to the V-pipe. You can find out this by looking backwards in your code and
+search for instructions which are unpairable, pairable only in one of the pipes, or cannot pair
+due to one of the rules above.
+<p>
+Imperfect pairing can often be avoided by reordering your instructions.
+Example:
+ <br>
+<pre>L1:     MOV     EAX,[ESI]
+        MOV     EBX,[ESI]
+        INC     ECX</pre><p>
+
+Here the two <kbd>MOV</kbd> instructions form an imperfect pair because they both access the same
+memory location, and the sequence takes 3 clock cycles. You can improve the code by
+reordering the instructions so that <kbd>INC ECX</kbd> pairs with one of the
+<kbd>MOV</kbd> instructions.
+
+<pre>L2:     MOV     EAX,OFFSET A
+        XOR     EBX,EBX
+        INC     EBX
+        MOV     ECX,[EAX]
+        JMP     L1</pre><p>
+
+The pair  <kbd>INC EBX / MOV ECX,[EAX]</kbd>  is imperfect because the latter
+instruction has an
+AGI stall. The sequence takes 4 clocks. If you insert a <kbd>NOP</kbd> or any other instruction so that
+<kbd>MOV ECX,[EAX]</kbd> pairs with  <kbd>JMP L1</kbd> instead, then the sequence takes only 3 clocks.
+<p>
+<a name="imperfectpush">
+The next example is in 16 bit mode, assuming that <kbd>SP</kbd> is divisible by 4:</a>
+
+<pre>L3:     PUSH    AX
+        PUSH    BX
+        PUSH    CX
+        PUSH    DX
+        CALL    FUNC</pre><p>
+
+Here the <kbd>PUSH</kbd> instructions form two imperfect pairs, because both operands in each pair go
+into the same dword of memory. <kbd>PUSH BX</kbd> could possibly pair perfectly
+with <kbd>PUSH CX</kbd>
+(because they go on each side of a DWORD boundary) but it doesn't because it has already
+been paired with <kbd>PUSH AX</kbd>. The sequence therefore takes 5 clocks. If you insert a <kbd>NOP</kbd> or
+any other instruction so that <kbd>PUSH BX</kbd> pairs with <kbd>PUSH CX</kbd>,
+and <kbd>PUSH DX</kbd> with <kbd>CALL FUNC</kbd>,
+then the sequence will take only 3 clocks. Another way to solve the problem is to make sure
+that <kbd>SP</kbd> is not divisible by 4. Knowing whether <kbd>SP</kbd> is
+divisible by 4 or not in 16 bit mode can
+be difficult, so the best way to avoid this problem is to use 32 bit mode.
+
+<p>
+
+<h2><a name="11">11</a>. Splitting complex instructions into simpler ones (PPlain and PMMX)</h2><p>
+You may split up read/modify and read/modify/write instructions to improve pairing. 
+Example:<br>
+<kbd>    ADD [mem1],EAX / ADD [mem2],EBX    ; 5 clock cycles</kbd><br>
+This code may be split up into a sequence which takes only 3 clock cycles:
+<pre>    MOV ECX,[mem1] / MOV EDX,[mem2] / ADD ECX,EAX / ADD EDX,EBX
+    MOV [mem1],ECX / MOV [mem2],EDX</pre><p>
+
+Likewise you may split up non-pairable instructions into pairable instructions:
+<pre>    PUSH [mem1]
+    PUSH [mem2]  ; non-pairable</pre><p>
+Split up into:
+<pre>    MOV EAX,[mem1]
+    MOV EBX,[mem2]
+    PUSH EAX
+    PUSH EBX     ; everything pairs</pre><p>
+
+Other examples of non-pairable instructions which may be split up into simpler pairable 
+instructions:<br>
+<kbd>CDQ</kbd>  split into:  <kbd>MOV EDX,EAX / SAR EDX,31</kbd><br>
+<kbd>NOT EAX</kbd>  change to  <kbd>XOR EAX,-1</kbd><br>
+<kbd>NEG EAX</kbd>  split into  <kbd>XOR EAX,-1 / INC EAX</kbd><br>
+<kbd>MOVZX EAX,BYTE PTR [mem]</kbd> split into <kbd>  XOR EAX,EAX / MOV AL,BYTE PTR [mem]</kbd><br>
+<kbd>JECXZ</kbd>  split into  <kbd>TEST ECX,ECX / JZ</kbd><br>
+<kbd>LOOP</kbd>   split into  <kbd>DEC ECX / JNZ</kbd><br>
+<kbd>XLAT</kbd>   change to   <kbd>MOV AL,[EBX+EAX]</kbd>
+<p>
+If splitting instructions doesn't improve speed, then you may keep the complex or
+nonpairable instructions in order to reduce code size.
+<p>
+Splitting instructions is not needed on the PPro, PII and PIII, except when the split instructions 
+generate fewer uops.
+<p>
+<h2><a name="12">12</a>. Prefixes (PPlain and PMMX)</h2><p>
+An instruction with one or more prefixes may not be able to execute in the V-pipe (se 
+<a href="#10-7">chapter 10, sect. 7</a>), and it may take more than one clock cycle to decode.
+<p>
+On the PPlain, the decoding delay is one clock cycle for each prefix except for the <kbd>0FH</kbd>
+prefix of conditional near jumps.
+<p>
+The PMMX has no decoding delay for <kbd>0FH</kbd> prefix.
+Segment and repeat prefixes take one 
+clock extra to decode. Address and operand size prefixes take two clocks extra to decode. 
+The PMMX can decode two instructions per clock cycle if the first instruction has a 
+segment or repeat prefix or no prefix, and the second instruction has no prefix. Instructions 
+with address or operand size prefixes can only decode alone on the PMMX. Instructions with 
+more than one prefix take one clock extra for each prefix.
+<p>
+Address size prefixes can be avoided by using 32 bit mode. Segment prefixes can be 
+avoided in 32 bit mode by using a flat memory model. Operand size prefixes can be avoided 
+in 32 bit mode by using only 8 bit and 32 bit integers.
+<p>
+Where prefixes are unavoidable, the decoding delay may be masked if a preceding
+instruction takes more than one clock cycle to execute. The rule for the PPlain is that any 
+instruction which takes N clock cycles to execute (not to decode) can 'overshadow' the 
+decoding delay of N-1 prefixes in the next two (sometimes three) instructions or instruction 
+pairs. In other words, each extra clock cycle that an instruction takes to execute can be 
+used to decode one prefix in a later instruction. This shadowing effect even extends across 
+a predicted branch. Any instruction which takes more than one clock cycle to execute, and 
+any instruction which is delayed because of an AGI stall, cache miss, misalignment, or any
+other reason except decoding delay and branch misprediction, has a shadowing effect.
+<p>
+The PMMX has a similar shadowing effect, but the mechanism is different. Decoded 
+instructions are stored in a transparent first-in-first-out (FIFO) buffer, which can hold up to 
+four instructions. As long as there are instructions in the FIFO buffer you get no delay. 
+When the buffer is empty then instructions are executed as soon as they are decoded. The 
+buffer is filled when instructions are decoded faster than they are executed, i.e. when you 
+have unpaired or multi-cycle instructions. The FIFO buffer is emptied when instructions 
+execute faster than they are decoded, i.e. when you have decoding delays due to prefixes. 
+The FIFO buffer is empty after a mispredicted branch. The FIFO buffer can receive two 
+instructions per clock cycle provided that the second instruction is without prefixes and 
+none of the instructions are longer than 7 bytes. The two execution pipelines (U and V) can 
+each receive one instruction per clock cycle from the FIFO buffer.
+<p>
+Examples: <br>
+<kbd>    CLD / REP MOVSD</kbd><br>
+The <kbd>CLD</kbd> instruction takes two clock cycles and can therefore overshadow the decoding
+delay of the <kbd>REP</kbd> prefix. The code would take one clock cycle more if the <kbd>CLD</kbd> instruction was 
+placed far from the <kbd>REP MOVSD.</kbd>
+<br>
+<kbd>    CMP DWORD PTR [EBX],0 / MOV EAX,0 / SETNZ AL</kbd><br>
+The <kbd>CMP</kbd> instruction takes two clock cycles here because it is a read/modify instruction. The 
+<kbd>0FH</kbd> prefix of the <kbd>SETNZ</kbd> instruction is decoded during the second clock cycle of the <kbd>CMP </kbd>
+instruction, so that the decoding delay is hidden on the PPlain (The PMMX has no 
+decoding delay for the <kbd>0FH</kbd>).
+<p>
+Prefix penalties in PPro, PII and PIII are described in chapter <a href="#14">14</a>.
+<p>
+<h2><a name="13">13</a>. Overview of PPro, PII and PIII pipeline</h2><p>
+The architecture of the PPro, PII and PIII microprocessors is well explained and illustrated in
+various manuals and tutorials from Intel. It is recommended that you study this material in 
+order to get an understanding of how these microprocessors work. I will describe the 
+structure briefly here with particular focus on those elements that are important for 
+optimizing code. 
+<p>
+Instruction codes are fetched from the code cache in aligned 16-byte chunks into a double 
+buffer that can hold two 16-byte chunks. The code is passed on from the double buffer to
+the decoders in blocks which I will call ifetch blocks (instruction fetch blocks). The ifetch 
+blocks are usually 16 bytes long, but not aligned. The purpose of the double-buffer is to 
+make it possible to decode an instruction that crosses a 16-byte boundary (i.e. an address 
+divisible by 16).
+<p>
+The ifetch block goes to the instruction length decoder, which determines where each 
+instruction begins and ends, and next to the instruction decoders. There are three decoders 
+so that you can decode up to three instructions in each clock cycle. A group of up to three 
+instructions that are decoded in the same clock cycle is called a decode group.
+<p>
+The decoders translate instructions into micro-operations, abbreviated uops. Simple 
+instructions generate only one uop, while more complex instructions may generate several 
+uops. For example, the instruction <kbd>ADD EAX,[MEM]</kbd> is decoded into two uops: one for
+reading the source operand from memory, and one for doing the addition. The purpose of 
+splitting instructions into uops is to make the handling later in the system more effective.
+<p>
+The three decoders are called D0, D1, and D2.  D0 can handle all instructions, while D1 
+and D2 can handle only simple instructions that generate one uop.
+<p>
+The uops from the decoders go via a short queue to the register allocation table (RAT). The 
+execution of uops work on temporary registers which are later written to the permanent 
+registers  <kbd>EAX, EBX</kbd>, etc.  The purpose of the RAT is to tell the uops which temporary 
+registers to use, and to allow register renaming (see later).
+<p>
+After the RAT, the uops to go the reorder buffer (ROB). The purpose of the ROB is to 
+enable out-of-order execution. A uop stays in the reservation station until the operands it 
+needs are available. If an operand for one uop is delayed because a previous uop that 
+generates the operand is not finished yet, then the ROB may find another uop later in the 
+queue that can be executed in the meantime in order to save time.
+<p>
+The uops that are ready for execution are sent to the execution units, which are clustered 
+around five ports: Port 0 and 1 can handle arithmetic operations, jumps, etc. Port 2 takes 
+care of all reads from memory, port 3 calculates addresses for memory writes, and port 4 
+does memory writes.
+<p>
+When an instruction has been executed then it is marked in the ROB as ready to retire. It then goes to
+the retirement station. Here the contents of the temporary registers used by the uops are 
+written to the permanent registers. While uops can be executed out of order, they must be 
+retired in order.
+<p>
+In the following chapters, I will describe in detail how to optimize the throughput of each step 
+in the pipeline.
+<p>
+<h2><a name="14">14</a>. Instruction decoding (PPro, PII and PIII)</h2><p>
+I am describing instruction decoding before instruction fetching here because you need to 
+know how the decoders work in order to understand the possible delays in instruction 
+fetching.
+<p>
+The decoders can handle three instructions per clock cycle, but only when certain 
+conditions are met. Decoder D0 can handle any instruction that generates up to 4 uops in a 
+single clock cycle. Decoders D1 and D2 can handle only instructions that generate 1 uop 
+and these instructions can be no more than 8 bytes long.
+<p>
+To summarize the rules for decoding two or three instructions in the same clock cycle:
+<ul>
+<li>The first instruction (D0) generates no more than 4 uops,
+<li>The second and third instructions generate no more than 1 uop each,
+<li>The second and third instructions are no more than 8 bytes long each,
+<li>The instructions must be contained within the same 16 bytes ifetch block (see next
+chapter).
+</ul><p>
+There is no limit to the length of the instruction in D0 (despite Intel manuals saying
+something else), as long as the three instructions fit into one 16 bytes ifetch block.
+<p>
+An instruction that generates more than 4 uops takes two or more clock cycles to decode,
+and no other instructions can decode in parallel.
+<p>
+It follows from the rules above that the decoders can produce a maximum of 6 uops per
+clock cycle if the first instruction in each decode group generates 4 uops and the next two 
+generate 1 uop each. The minimum production is 2 uops per clock cycle, which you get 
+when all instructions generate 2 uops each, so that D1 and D2 are never used.
+<p>
+For maximum throughput, it is recommended that you order your instructions according to
+the 4-1-1 pattern: instructions that generate 2 to 4 uops can be interspearsed with two
+simple 1-uop instructions for free, in the sense that they do not add to the decoding time.
+Example:
+<pre>MOV     EBX, [MEM1]     ; 1 uop  (D0)
+INC     EBX             ; 1 uop  (D1)
+ADD     EAX, [MEM2]     ; 2 uops (D0)
+ADD     [MEM3], EAX     ; 4 uops (D0)</pre><p>
+This takes 3 clock cycles to decode. You can save one clock cycle by reordering the
+instructions into two decode groups:
+<pre>ADD     EAX, [MEM2]     ; 2 uops (D0)
+MOV     EBX, [MEM1]     ; 1 uop  (D1)
+INC     EBX             ; 1 uop  (D2)
+ADD     [MEM3], EAX     ; 4 uops (D0)</pre><p>
+
+The decoders now generate 8 uops in two clock cycles, which is probably satisfactory. 
+Later stages in the pipeline can handle only 3 uops per clock cycle so with a decoding rate 
+higher than this you can assume that decoding is not a bottleneck. However, complications
+in the fetch mechanism can delay decoding as described in the next chapter, so to be safe
+you may want to aim at a decoding rate higher than 3 uops per clock cycle. 
+<p>
+You can see how many uops each instruction generates in the tables in chapter <a href="#29">29</a>.
+<p>
+Instruction prefixes can also incur penalties in the decoders. Instructions can have several 
+kinds of prefixes:
+ <ul>
+<li>An operand size prefix is needed when you have a 16-bit operand in a 32-bit
+environment or vice versa. (Except for instructions that can only have one operand size,
+such as <kbd>FNSTSW AX</kbd>). An operand size prefix gives a penalty of a few clocks if the
+instruction has an immediate operand of 16 or 32 bits because the length of the operand
+is changed by the prefix. Examples:
+<pre>   ADD BX, 9      ; no penalty because immediate operand is 8 bits
+   MOV WORD PTR [MEM16], 9  ; penalty because operand is 16 bits </pre>
+The last instruction should be changed to:
+<pre>   MOV EAX, 9
+   MOV WORD PTR [MEM16], AX  ; no penalty because no immediate</pre>
+<li>An address size prefix is used when you use 32-bit addressing in 16 bit mode or vice
+versa. This is seldom needed and should generally be avoided. The address size prefix
+gives a penalty whenever you have an explicit memory operand (even when there is no
+displacement) because the interpretation of the r/m bits in the instruction code is
+changed by the prefix. Instructions with only implicit memory operands, such as string
+instructions, have no penalty with address size prefix.
+<li>Segment prefixes are used when you address data in a non-default data segment.
+Segment prefixes give no penalty on the PPro, PII and PIII.
+<li>Repeat prefixes and lock prefixes give no penalty in the decoders.
+<li>There is always a penalty if you have more than one prefix. This penalty is usually one
+clock per prefix.
+</ul>
+<p>
+<h2><a name="15">15</a>. Instruction fetch (PPro, PII and PIII)</h2><p>
+The code is fetched in aligned 16-bytes chunks from the code cache and placed in the 
+double buffer, which is called so because it can contain two such chunks. The code is then 
+taken from the double buffer and fed to the decoders in blocks which are usually 16 bytes 
+long, but not necessarily aligned by 16. I will call these blocks ifetch blocks (instruction fetch 
+blocks). If an ifetch block crosses a 16 byte boundary in the code then it needs to take from 
+both chunks in the double buffer. So the purpose of the double buffer is to allow instruction 
+fetching across 16 byte boundaries.
+<p>
+The double buffer can fetch one 16-bytes chunk per clock cycle and can generate one 
+ifetch block per clock cycle. The ifetch blocks are usually 16 bytes long, but can be shorter
+if there is a predicted jump in the block. (See chapter <a href="#22">22</a> about jump prediction).
+<p>
+Unfortunately, the double buffer is not big enough for handling fetches around jumps 
+without delay. If the ifetch block that contains the jump instruction crosses a 16-byte 
+boundary then the double buffer needs to keep two consecutive aligned 16-bytes chunks of 
+code in order to generate it. If the first instruction after the jump crosses a 16-byte 
+boundary, then the double buffer needs to load two new 16-bytes chunks of code before a
+valid ifetch block can be generated. This means that, in the worst case, the decoding of the 
+first instruction after a jump can be delayed for two clock cycles. You get one penalty for a 
+16-byte boundary in the ifetch block containing the jump instruction, and one penalty for a 
+16-byte boundary in the first instruction after the jump. You can get bonus if you have more 
+than one decode group in the ifetch block that contains the jump because this gives the 
+double buffer extra time to fetch one or two 16-byte chunks of code in advance for the 
+instructions after the jump. The bonuses can compensate for the penalties according to the 
+table below. If the double buffer has fetched only one 16-byte chunk of code after the jump, 
+then the first ifetch block after the jump will be identical to this chunk, that is, aligned to a 
+16-byte boundary. In other words, the first ifetch block after the jump will not begin at the 
+first instruction, but at the nearest preceding address divisible by 16. If the double buffer 
+has had time to load two 16-byte chunks, then the new ifetch block can cross a 16-byte 
+boundary and begin at the first instruction after the jump. These rules are summarized in
+the following <a name="ifetchtable">table:</a><p>
+
+<table border=1 cellpadding=1 cellspacing=1><tr><td class="a3">
+Number of<br>decode groups<br>in ifetch-block<br>containing jump</td>
+<td class="a3">16-byte<br>boundary in this<br>ifetch-block</td>
+<td class="a3">16-byte<br>boundary in first<br>instruction after<br>jump</td>
+<td class="a3"><br><br>decoder delay</td>
+<td class="a3">alignment of first<br>ifetch after jump</td></tr>
+<tr><td align="center">1</td>
+<td align="center">0</td>
+<td align="center">0</td>
+<td align="center">0</td>
+<td align="center">by 16</td></tr>
+<tr><td align="center">1</td>
+<td align="center">0</td>
+<td align="center">1</td>
+<td align="center">1</td>
+<td align="center">to instruction</td></tr>
+<tr><td align="center">1</td>
+<td align="center">1</td>
+<td align="center">0</td>
+<td align="center">1</td>
+<td align="center">by 16</td></tr>
+<tr><td align="center">1</td>
+<td align="center">1</td>
+<td align="center">1</td>
+<td align="center">2</td>
+<td align="center">to instruction</td></tr>
+<tr><td align="center">2</td>
+<td align="center">0</td>
+<td align="center">0</td>
+<td align="center">0</td>
+<td align="center">to instruction</td></tr>
+<tr><td align="center">2</td>
+<td align="center">0</td>
+<td align="center">1</td>
+<td align="center">0</td>
+<td align="center">to instruction</td></tr>
+<tr><td align="center">2</td>
+<td align="center">1</td>
+<td align="center">0</td>
+<td align="center">0</td>
+<td align="center">by 16</td></tr>
+<tr><td align="center">2</td>
+<td align="center">1</td>
+<td align="center">1</td>
+<td align="center">1</td>
+<td align="center">to instruction</td></tr>
+<tr><td align="center">3 or more</td>
+<td align="center">0</td>
+<td align="center">0</td>
+<td align="center">0</td>
+<td align="center">to instruction</td></tr>
+<tr><td align="center">3 or more</td>
+<td align="center">0</td>
+<td align="center">1</td>
+<td align="center">0</td>
+<td align="center">to instruction</td></tr>
+<tr><td align="center">3 or more</td>
+<td align="center">1</td>
+<td align="center">0</td>
+<td align="center">0</td>
+<td align="center">to instruction</td></tr>
+<tr><td align="center">3 or more</td>
+<td align="center">1</td>
+<td align="center">1</td>
+<td align="center">0</td>
+<td align="center">to instruction</td></tr>
+</table>
+<p>Jumps delay the fetching so that a loop always takes at least two clock cycles more per
+iteration than the number of 16 byte boundaries in the loop.
+<p>
+A further problem with the instruction fetch mechanism is that a new ifetch block is not
+generated until the previous one is exhausted. Each ifetch block can contain several 
+decode groups. If a 16 bytes long ifetch block ends with an unfinished instruction, then the 
+next ifetch block will begin at the beginning of that instruction. The first instruction in an 
+ifetch block always goes to decoder D0, and the next two instructions go to D1 and D2, if 
+possible. The consequence of this is that D1 and D2 are used less than optimally. If the 
+code is structured according to the recommended 4-1-1 pattern, and an instruction intended 
+to go into D1 or D2 happens to be the first instruction in an ifetch block, then that instruction 
+has to go into D0 with the result that one clock cycle is wasted.
+This is probably a hardware design flaw. At least it is suboptimal design.
+The consequence of this problem is that the time it takes to decode a piece of
+code can vary considerably depending on where the first ifetch block begins. 
+<p>
+If decoding speed is critical and you want to avoid these problems then you have to know 
+where each ifetch block begins. This is quite a tedious job. First you need to make your
+code segment paragraph-aligned in order to know where the 16-byte boundaries are. Then 
+you have to look at the output listing from your assembler to see how long each instruction 
+is. (It is recommended that you study how instructions are coded so that you can predict the 
+lengths of the instructions.) If you know where one ifetch block begins then you can find 
+where the next ifetch block begins in the following way: Make the block 16 bytes long. If it 
+ends at an instruction boundary then the next block will begin there. If it ends with an 
+unfinished instruction then the next block will begin at the beginning of this instruction.
+(Only the lengths of the instructions counts here, it doesn't matter how many uops they 
+generate or what they do). This way you can work your way all through the code and mark 
+where each ifetch block begins. The only problem is knowing where to start. If you know 
+where one ifetch block is then you can find all the subsequent ones, but you have to know 
+where the first one begins. Here are some guidelines:
+ <ul>
+<li>The first ifetch block after a jump, call, or return can begin either at the first instruction or
+at the nearest preceding 16-bytes boundary, according to the table above. If you align
+the first instruction to begin at a 16-byte boundary then you can be sure that the first
+ifetch block begins here. You may want to align important subroutine entries and loop
+entries by 16 for this purpose.
+
+<li>If the combined length of two consecutive instructions is more than 16 bytes then you
+can be certain that the second one doesn't fit into the same ifetch block as the first one, 
+and consequently you will always have an ifetch block beginning at the second 
+instruction. You can use this as a starting point for finding where subsequent ifetch 
+blocks begin.
+ 
+<li>The first ifetch block after a branch misprediction begins at a 16-byte boundary. As
+explained in chapter <a href="#22_2">22.2</a>, a loop that repeats more than 5 times will always have a
+misprediction when it exits. The first ifetch block after such a loop will therefore begin at
+the nearest preceding 16-byte boundary.
+
+<li>Other serializing events also cause the next ifetch block to start at a 16-byte boundary.
+Such events include interrupts, exceptions, self-modifying code, and serializing
+instructions such as <kbd>CPUID, IN,</kbd> and <kbd>OUT</kbd>.
+</ul>
+<p>
+ 
+I am sure you want an example now:
+ 
+<pre>
+ address      instruction             length    uops    expected decoder
+ ----------------------------------------------------------------------
+ 1000h        MOV ECX, 1000             5         1       D0
+ 1005h   LL:  MOV [ESI], EAX            2         2       D0
+ 1007h        MOV [MEM], 0             10         2       D0
+ 1011h        LEA EBX, [EAX+200]        6         1       D1
+ 1017h        MOV BYTE PTR [ESI], 0     3         2       D0
+ 101Ah        BSR EDX, EAX              3         2       D0
+ 101Dh        MOV BYTE PTR [ESI+1],0    4         2       D0
+ 1021h        DEC ECX                   1         1       D1
+ 1022h        JNZ LL                    2         1       D2</pre>
+<p>
+Let's assume that the first ifetch block begins at address 1000h and ends at 1010h. This is
+before the end of the  <kbd>MOV [MEM],0</kbd>  instruction so the next ifetch block will begin at 1007h
+and end at 1017h. This is at an instruction boundary so the third ifetch block will begin at
+1017h and cover the rest of the loop. The number of clock cycles it takes to decode this is
+the number of D0 instructions, which is 5 per iteration of the LL loop. The last ifetch block
+contained three decode blocks covering the last five instructions, and it has one 16-byte
+boundary (1020h). Looking at the table above we find that the first ifetch block after the
+jump will begin at the first instruction after the jump, that is the <kbd>LL</kbd>
+label at 1005h, and end at
+1015h. This is before the end of the <kbd>LEA</kbd> instruction, so the next ifetch block will go from
+1011h to 1021h, and the last one from 1021h covering the rest. Now the <kbd>LEA</kbd> instruction
+and the <kbd>DEC</kbd> instruction both fall at the beginning of an ifetch block which forces them to go
+into D0. We now have 7 instructions in D0 and the loop takes 7 clocks to decode in the
+second iteration. The last ifetch block contains only one decode group
+ (<kbd>DEC ECX / JNZ LL</kbd>)  and has no 16-byte boundary. According to the table, the next ifetch block after the 
+jump will begin at a 16-byte boundary, which is 1000h. This will give us the same situation 
+as in the first iteration, and you will see that the loop takes alternatingly 5 and 7 clock cycles 
+to decode. Since there are no other bottlenecks, the complete loop will take 6000 clocks to 
+run 1000 iterations. If the starting address had been different so that you had a 16-byte 
+boundary in the first or the last instruction of the loop then it would take 8000 clocks. If you 
+reorder the loop so that no D1 or D2 instructions fall at the beginning of an ifetch block then 
+you can make it take only 5000 clocks.
+<p>
+The example above was deliberately constructed so that fetch and decoding is the only 
+bottleneck. The easiest way to avoid this problem is to structure your code to generate 
+much more than 3 uops per clock cycle so that decoding will not be a bottleneck despite the 
+penalties described here. In small loops this may not be possible and then you have to find 
+out how to optimize the instruction fetch and decoding.
+<p>
+One thing you can do is to change the starting address of your procedure in order to avoid 
+16-byte boundaries where you don't want them. Remember to make your code segment 
+paragraph aligned so that you know where the boundaries are. 
+<p>
+If you insert an  <kbd>ALIGN 16</kbd>  directive before the loop entry then the assembler will put in 
+<kbd>NOP</kbd>'s and other filler instructions up to the nearest 16 byte boundary. Most assemblers use 
+the instruction  <kbd>XCHG EBX,EBX</kbd>  as a 2-byte filler (the so called 2-byte <kbd>NOP</kbd>). Whoever got 
+this idea, it's a bad one because this instruction takes more time than two <kbd>NOP</kbd>'s on most 
+processors! If the loop executes many times then whatever is outside the loop is 
+unimportant in terms of speed and you don't have to care about the suboptimal filler 
+instructions. But if the time taken by the fillers is important then you may
+select the filler instructions manually.
+You may as well use filler instructions that do something useful, such as refreshing
+a register in order to avoid register read stalls (see chapter <a href="#16_2">16.2</a>)
+For example, if you are using register <kbd>EBP</kbd> for addressing but seldom
+write to it, then you may use <kbd>MOV EBP,EBP</kbd> or <kbd>ADD EBP, 0</kbd> as
+filler in order to reduce the possibilities of register read stalls.
+If you have nothing useful to do, you may use <kbd>FXCH ST(0)</kbd> as a good filler
+because it doesn't put any load on the execution ports, provided that <kbd>ST(0)</kbd>
+contains a valid floating point value.
+<p>
+Another possible remedy is to reorder your instructions in order to get the ifetch boundaries 
+where they don't hurt. This can be quite a difficult puzzle and it is not always possible to find 
+a satisfactory solution.
+<p>
+Yet another possibility is to manipulate instruction lengths. Sometimes you can substitute 
+one instruction with another one with a different length. Many instructions can be coded in 
+different versions with different lengths. The assembler always chooses the shortest
+possible version of an instruction, but it is often possible to hard-code a longer version. For 
+example, <kbd>DEC ECX</kbd>  is one byte long,  <kbd>SUB ECX,1</kbd>  is 3 bytes, and you can code a 6 bytes 
+version with a long immediate operand using this trick:
+<pre>         SUB ECX, 9999
+         ORG $-4
+         DD 1</pre><p>
+Instructions with a memory operand can be made one byte longer with a SIB byte, but the 
+easiest way of making an instruction one byte longer is to add a <kbd>DS:</kbd>
+segment prefix (<kbd>DB 3Eh</kbd>).
+The microprocessors generally accept redundant and meaningless prefixes (except
+<kbd>LOCK</kbd>) as long as the instruction length does not exceed 15 bytes. Even instructions without
+a memory operand can have a segment prefix. So if you want the <kbd>DEC ECX</kbd> instruction to be 
+2 bytes long, write:
+<pre>         DB  3Eh
+         DEC ECX</pre><p>
+Remember that you get a penalty in the decoder if an instruction has more than one prefix.
+It is possible that instructions with meaningless prefixes - especially repeat and
+lock prefixes - will be used in future processors for new instructions when there are no
+more vacant instruction codes, but I would consider it safe to use a segment prefix
+with any instruction.
+<p>
+With these methods it will usually be possible to put the ifetch boundaries where you want 
+them, although it can be a tedious puzzle.
+<p>
+<h2><a name="16">16</a>. Register renaming (PPro, PII and PIII)</h2>
+<h3><a name="16_1">16.1 Eliminating dependencies</a></h3><p>
+Register renaming is an advanced technique used by these microprocessors to remove
+dependencies between different parts of the code. Example:
+<pre>         MOV EAX, [MEM1]
+         IMUL EAX, 6
+         MOV [MEM2], EAX
+         MOV EAX, [MEM3]
+         INC EAX
+         MOV [MEM4], EAX</pre><p>
+Here the last three instructions are independent of the first three in the sense that they don't 
+need any result from the first three instructions. To optimize this on earlier processors you 
+would have to use a different register instead of <kbd>EAX</kbd> in the last three instructions and 
+reorder the instructions so that the last three instructions could execute in parallel with the 
+first three instructions. The PPro, PII and PIII processors do this for you automatically. They
+assign a new temporary register for <kbd>EAX</kbd> every time you write to it. Thereby the
+<kbd>MOV EAX,[MEM3]</kbd>  instruction becomes independent of the preceding instructions.
+With out-of-order execution it is likely to finish the move to <kbd>[MEM4]</kbd> before the slow
+<kbd>IMUL</kbd> instruction is finished.
+<p>
+Register renaming goes fully automatically. A new temporary register is assigned as an
+alias for the permanent register every time an instruction writes to this register. An
+instruction that both reads and writes a register also causes renaming. For example the
+<kbd>INC EAX</kbd> instruction above uses one temporary register for input and another temporary
+register for output. This does not remove any dependency, of course, but it has some
+significance for subsequent register reads as I will explain later.
+<p>
+All general purpose registers, stack pointer, flags, floating point registers,
+MMX registers, XMM registers and segment registers can be renamed.
+Control words, and the floating point status word cannot be renamed and this is the
+reason why the use of these registers is slow. There are 40 universal temporary
+registers so it is unlikely that you will run out of temporary registers.
+<p>
+A common way of setting a register to zero is  <kbd>XOR EAX,EAX</kbd>  or
+<kbd>SUB EAX,EAX</kbd>. These
+instructions are not recognized as independent of the previous value of the register. If you
+want to remove the dependency on slow preceding instructions then use
+<kbd> MOV EAX,0.</kbd>
+<p>
+Register renaming is controlled by the register alias table (RAT) and the reorder buffer 
+(ROB). The uops from the decoders go to the RAT via a queue, and then to the ROB and 
+the reservation station. The RAT can handle only 3 uops per clock cycle. This means that 
+the overall throughput of the microprocessor can never exceed 3 uops per clock cycle on 
+average.
+<p>
+There is no practical limit to the number of renamings. The RAT can rename three registers
+per clock cycle, and it can even rename the same register three times in one clock cycle.
+<p>
+<h3><a name="16_2">16.2</a> Register read stalls</h3><p>
+But there is another limitation which may be quite serious, and that is that you
+can only read two different permanent register names per clock cycle. This
+limitation applies to all registers used by an instruction except those registers
+that the instruction writes to only.
+Example:
+<pre>         MOV [EDI + ESI], EAX
+         MOV EBX, [ESP + EBP]</pre><p>
+The first instruction generates two uops: one that reads  <kbd>EAX</kbd>
+and one that reads  <kbd>EDI</kbd>  and
+<kbd>ESI</kbd>.  The second instruction generates one uop that reads
+<kbd>ESP</kbd>  and  <kbd>EBP</kbd>.  <kbd>EBX</kbd> does not
+count as a read because it is only written to by the instruction. Let's assume that these
+three uops go through the RAT together. I will use the word triplet for a group of three
+consecutive uops that go through the RAT together. Since the ROB can handle only two
+permanent register reads per clock cycle and we need five register reads, our triplet will be
+delayed for two extra clock cycles before it comes to the reservation station. With 3 or 4 
+register reads in the triplet it would be delayed by one clock cycle.
+<p>
+The same register can be read more than once in the same triplet without adding to the 
+count. If the instructions above are changed to:
+<pre>         MOV [EDI + ESI], EDI
+         MOV EBX, [EDI + EDI]</pre><p>
+then you will need only two register reads (<kbd>EDI</kbd> and <kbd>ESI</kbd>) and the triplet will not be delayed.
+<p>
+A register that is going to be written to by a pending uop is stored in the ROB so that it can
+be read for free until it is written back, which takes at least 3 clock cycles,
+and usually more. Write-back is the end of the execution stage where the value
+becomes available. In other words, you can read any number of registers in the
+RAT without stall if their values are not yet available from the execution units.
+The reason for this is that when a value becomes available it is immediately
+written directly to any subsequent ROB entries that need it. But if the value
+has already been written back to a temporary or permanent register when a
+subsequent uop that needs it goes into the RAT, then the value has to be read
+from the register file, which has only two read ports. There are three pipeline
+stages from the RAT to the execution unit so you can be certain that a register
+written to in one uop-triplet can be read for free in at least the next three
+triplets. If the writeback is delayed by reordering, slow instructions,
+dependency chains, cache misses, or by any other kind of stall, then the
+register can be read for free further down the instruction stream.
+<p>
+Example:
+<pre>         MOV EAX, EBX
+         SUB ECX, EAX
+         INC EBX
+         MOV EDX, [EAX]
+         ADD ESI, EBX
+         ADD EDI, ECX</pre><p>
+These 6 instructions generate 1 uop each. Let's assume that the first 3 uops go through the 
+RAT together. These 3 uops read register <kbd>EBX</kbd>, <kbd>ECX</kbd>, and <kbd>EAX</kbd>. But since we are writing to
+<kbd>EAX</kbd> before reading it, the read is free and we get no stall. The next three uops read <kbd>EAX</kbd>,
+<kbd>ESI</kbd>, <kbd>EBX</kbd>, <kbd>EDI</kbd>, and <kbd>ECX</kbd>. Since both <kbd>EAX</kbd>, <kbd>EBX</kbd> and <kbd>ECX</kbd> have been modified in the 
+preceding triplet and not yet written back then they can be read for free, so that only <kbd>ESI</kbd>  
+and <kbd>EDI</kbd> count, and we get no stall in the second triplet either. If the
+<kbd>SUB ECX,EAX</kbd>
+instruction in the first triplet is changed to <kbd>CMP ECX,EAX</kbd> then <kbd>ECX</kbd> is not written to and we
+will get a stall in the second triplet for reading <kbd>ESI</kbd>, <kbd>EDI</kbd> and <kbd>ECX</kbd>.  Similarly, if the <kbd>INC</kbd> 
+<kbd>EBX</kbd> instruction in the first triplet is changed to <kbd>NOP</kbd> or something else then we will get a stall 
+in the second triplet for reading <kbd>ESI</kbd>, <kbd>EBX</kbd> and <kbd>EDI</kbd>.
+<p>
+No uop can read more than two registers. Therefore, all instructions that need
+to read more than two registers are split up into two or more uops.
+<p>
+To count the number of register reads, you have to include all registers which are read by
+the instruction. This includes integer registers, the flags register, the stack pointer,
+floating point registers and MMX registers.
+An XMM register counts as two registers,
+except when only part of it is used, as e.g. in  <kbd>ADDSS</kbd>  and  <kbd>MOVHLPS</kbd>.
+Segment registers and the instruction pointer do not count.
+For example, in <kbd>SETZ AL</kbd> you count the flags
+register but not <kbd>AL</kbd>. <kbd>ADD EBX,ECX</kbd> counts both <kbd>EBX</kbd> and <kbd>ECX</kbd>, but not the flags because
+they are written to only. <kbd>PUSH EAX</kbd> reads <kbd>EAX</kbd> and the
+stack pointer and then writes to the stack pointer.
+<p>
+The <kbd>FXCH</kbd> instruction is a special case. It works by renaming, but doesn't read any values
+so that it doesn't count in the rules for register read stalls.  An <kbd>FXCH</kbd> instruction behaves
+like 1 uop that neither reads nor writes any registers with regard to the rules for register read
+stalls.
+<p>
+Don't confuse uop triplets with decode groups. A decode group can generate from 1 to 6
+uops, and even if the decode group has three instructions and generates three uops there
+is no guarantee that the three uops will go into the RAT together.
+<p>
+The queue between the decoders and the RAT is so short (10 uops) that you cannot
+assume that register read stalls do not stall the decoders or that fluctuations
+in decoder throughput do not stall the RAT.
+<p>
+It is very difficult to predict which uops go through the RAT together unless the queue is
+empty, and for optimized code the queue should be empty only after mispredicted branches.
+Several uops generated by the same instruction do not necessarily go through the RAT
+together; the uops are simply taken consecutively from the queue, three at at time. The
+sequence is not broken by a predicted jump: uops before and after the jump can go through
+the RAT together. Only a mispredicted jump will discard the queue and start over again so
+that the next three uops are sure to go into the RAT together.
+<p>
+If three consecutive uops read more than two different registers then you would of course 
+prefer that they do not go through the RAT together. The probability that they do is one
+third. The penalty of reading three or four written-back registers in one triplet of uops is one 
+clock cycle. You can think of the one clock delay as equivalent to the load of three more
+uops through the RAT. With the probability of 1/3 of the three uops going into the RAT 
+together, the average penalty will be the equivalent of 3/3 = 1 uop. To calculate the average 
+time it will take for a piece of code to go through the RAT, add the number of potential
+register read stalls to the number of uops and divide by three. You can see that It doesn't 
+pay to remove the stall by putting in an extra instruction unless you know for sure which 
+uops go into the RAT together or you can prevent more than one potential register read stall 
+by one extra instruction.
+<p>
+In situations where you aim at a throughput of 3 uops per clock, the limit of two permanent 
+register reads per clock cycle may be a problematic bottleneck to handle. Possible ways to 
+remove register read stalls are:
+<ul><li>keep uops that read the same register close together so that they are likely to go into the 
+same triplet.
+<li>keep uops that read different registers spaced so that they cannot go into the same 
+triplet.
+<li>place uops that read a register no more than 3 - 4 triplets after an instruction that writes 
+to or modifies this register to make sure it hasn't been written back before it is read (it
+doesn't matter if you have a jump between as long as it is predicted). If you have reason
+to expect the register write to be delayed for whatever reason then you can safely read
+the register somewhat further down the instruction stream.
+<li>use absolute addresses instead of pointers in order to reduce the number of register
+reads.
+<li>you may rename a register in a triplet where it doesn't cause a stall in order to prevent a
+read stall for this register in one or more later triplets. Example:
+<kbd>MOV ESP,ESP / ... / MOV EAX,[ESP+8]</kbd>.
+This method costs an extra uop and therefore doesn't pay unless the expected average 
+number of read stalls prevented is more than 1/3.
+</ul>
+<p>
+For instructions that generate more than one uop you may want to know the order of the
+uops generated by the instruction in order to make a precise analysis of the possibility of
+register read stalls. I have therefore listed the most common cases below.
+<p>
+<u>Writes to memory</u><br>
+A memory write generates two uops. The first one (to port 4) is a store operation, reading
+the register to store. The second uop (port 3) calculates the memory address, reading any 
+pointer registers. Examples:<br>
+<kbd>MOV [EDI], EAX</kbd><br>
+First uop reads <kbd>EAX</kbd>, second uop reads <kbd>EDI</kbd>.<br>
+<kbd>FSTP QWORD PTR [EBX+8*ECX]</kbd><br>
+First uop reads <kbd>ST(0)</kbd>, second uop reads <kbd>EBX</kbd> and <kbd>ECX.</kbd>
+<p>
+<u>Read and modify</u><br>
+An instruction that reads a memory operand and modifies a register by some arithmetic or
+logical operation generates two uops. The first one (port 2) is a memory load instruction
+reading any pointer registers, the second uop is an arithmetic instruction (port 0 or 1)
+reading and writing to the destination register and possibly writing to the flags.
+Example:<br>
+<kbd>ADD EAX, [ESI+20]</kbd><br>
+First uop reads <kbd>ESI,</kbd> second uop reads <kbd>EAX</kbd> and writes <kbd>EAX</kbd> and flags.
+<p>
+<u>Read/modify/write</u><br>
+A read/modify/write instruction generates four uops. The first uop (port 2) reads any pointer 
+registers, the second uop (port 0 or 1) reads and writes to any source register and possibly
+writes to the flags, the third uop (port 4) reads only the temporary result which doesn't count
+here, the fourth uop (port 3) reads any pointer registers again. Since the first and the fourth 
+uop cannot go into the RAT together you cannot take advantage of the fact that they read 
+the same pointer registers. Example:<br>
+<kbd>OR [ESI+EDI], EAX</kbd><br>
+The first uop reads <kbd>ESI</kbd> and <kbd>EDI</kbd>, the second uop reads <kbd>EAX</kbd> and writes <kbd>EAX</kbd> and the
+flags, the third uop reads only the temporary result, the fourth uop reads <kbd>ESI</kbd> and <kbd>EDI</kbd> again. No
+matter how these uops go into the RAT you can be sure that the uop that reads <kbd>EAX</kbd> goes
+together with one of the uops that read <kbd>ESI</kbd> and <kbd>EDI</kbd>.  A register read stall is therefore
+inevitable for this instruction unless one of the registers has been modified recently.
+<p>
+<u>Push register</u><br>
+A push register instruction generates 3 uops. The first one (port 4) is a store instruction,
+reading the register. The second uop (port 3) generates the address, reading the stack
+pointer. The third uop (port 0 or 1) subtracts the word size from the stack pointer, reading
+and modifying the stack pointer.
+<p>
+<u>Pop register</u><br>
+A pop register instruction generates 2 uops. The first uop (port 2) loads the value, reading
+the stack pointer and writing to the register. The second uop (port 0 or 1) adjusts the stack
+pointer, reading and modifying the stack pointer.
+<p>
+<u>Call</u><br>
+A near call generates 4 uops (port 1, 4, 3, 01). The first two uops read only the instruction 
+pointer which doesn't count because it cannot be renamed. The third uop reads the stack 
+pointer. The last uop reads and modifies the stack pointer.
+<p>
+<u>Return</u><br>
+A near return generates 4 uops (port 2, 01, 01, 1). The first uop reads the stack pointer. 
+The third uop reads and modifies the stack pointer.
+<p>
+An example of how to avoid a register read stall is given in example 2.6.
+<p>
+<h2><a name="17">17</a>. Out of order execution (PPro, PII and PIII)</h2><p>
+The reorder buffer (ROB) can hold 40 uops. Each uop waits in the ROB until all its
+operands are ready and there is a vacant execution unit for it. This makes out-of-order 
+execution possible. If one part of the code is delayed because of a cache miss then it won't 
+delay later parts of the code if they are independent of the delayed operations.
+<p>
+Writes to memory cannot execute out of order relative to other writes. There are four write 
+buffers, so if you expect many cache misses on writes or you are writing to uncached 
+memory then it is recommended that you schedule four writes at at time and make sure the 
+processor has something else to do before you give it the next four writes. Memory reads 
+and other instructions can execute out of order, except <kbd>IN, OUT</kbd> and serializing
+instructions.
+<p>
+If your code writes to a memory address and soon after reads from the same address, then 
+the read may by mistake be executed before the write because the ROB doesn't know the 
+memory addresses at the time of reordering. This error is detected when the write address 
+is calculated, and then the read operation (which was executed speculatively)
+has to be re-done. The penalty for this is approximately 3 clocks. The only way to avoid this penalty is to 
+make sure the execution unit has other things to do between a write and a subsequent read 
+from the same memory address.
+<p>
+There are several execution units clustered around five ports. Port 0 and 1 are for 
+arithmetic operations etc. Simple move, arithmetic and logic operations can go to either port 0 or 1, 
+whichever is vacant first. Port 0 also handles multiplication, division, integer shifts and 
+rotates, and floating point operations. Port 1 also handles jumps and some MMX
+and XMM operations. Port 2 handles all reads from memory and a few string and XMM operations, port 3 calculates addresses for memory 
+write, and port 4 executes all memory write operations. In chapter <a href="#29">29</a> you'll find a complete 
+list of the uops generated by code instructions with an indication of which ports they go to. 
+Note that all memory write operations require two uops, one for port 3 and one for port 4, 
+while memory read operations use only one uop (port 2).
+<p>
+In most cases each port can receive one new uop per clock cycle. This means that you can 
+execute up to 5 uops in the same clock cycle if they go to five different ports, but since
+there is a limit of 3 uops per clock earlier in the pipeline you will never execute more than 3 
+uops per clock on average.
+<p>
+You must make sure that no execution port receives more than one third of the uops if you 
+want to maintain a throughput of 3 uops per clock. Use the table of uops in chapter
+<a href="#29">29</a> and 
+count how many uops go to each port. If port 0 and 1 are saturated while port 2 is free then 
+you can improve your code by replacing some <kbd>MOV register,register</kbd>
+or <kbd>MOV register,immediate</kbd> instructions with
+ <kbd>MOV register,memory</kbd> in order to move some 
+of the load from port 0 and 1 to port 2.
+<p>
+Most uops take only one clock cycle to execute, but multiplications, divisions, and many 
+floating point operations take more:
+<p>
+Floating point addition and subtraction takes 3 clocks, but the execution unit is fully
+pipelined so that it can receive a new <kbd>FADD</kbd> or <kbd>FSUB</kbd>
+in every clock cycle before the
+preceding ones are finished (provided, of course, that they are independent).
+<p>
+Integer multiplication takes 4 clocks, floating point multiplication 5, and
+MMX multiplication 3 clocks. Integer and MMX multiplication is pipelined so
+that it can receive a new instruction every clock cycle. Floating point
+multiplication is partially pipelined: The execution unit can receive a new
+<kbd>FMUL</kbd> instruction two clocks after the preceding one, so that the
+maximum throughput is one <kbd>FMUL</kbd> per two clock cycles. The holes
+between the <kbd>FMUL</kbd>'s cannot be filled by integer multiplications
+because they use the same circuitry. XMM additions and multiplications take
+3 and 4 clocks respectively, and are fully pipelined. But since each logical XMM
+register is implemented as two physical 64-bit registers, you need two uops for a
+packed XMM operation, and the throughput will then be one arithmetic XMM
+instruction every two clock cycles. XMM add and multiply instructions can execute
+in parallel because they don't use the same execution port.  
+<p>
+Integer and floating point division takes up to 39 clocks and is not pipelined. This means 
+that the execution unit cannot begin a new division until the previous division is finished. 
+The same applies to squareroot and transcendental functions.
+<p>
+Also jump instructions, calls, and returns are not fully pipelined. You cannot execute a new 
+jump in the first clock cycle after a preceding jump. So the maximum throughput for jumps,
+calls, and returns is one for every two clocks. 
+<p>
+You should, of course, avoid instructions that generate many uops.
+The <kbd>LOOP XX</kbd>
+instruction, for example, should be replaced by <kbd>DEC ECX / JNZ XX</kbd>.
+<p>
+If you have consecutive <kbd>POP</kbd> instructions then you may break them up to reduce the
+number of uops:
+<pre>POP ECX / POP EBX / POP EAX     ; can be changed to:
+MOV ECX,[ESP] / MOV EBX,[ESP+4] / MOV EAX,[ESP] / ADD ESP,12</pre>
+The former code generates 6 uops, the latter generates only 4 and decodes faster.
+Doing the same with <kbd>PUSH</kbd> instructions is less advantageous because the split-up code is likely to
+generate register read stalls unless you have other instructions to put in between or the
+registers have been renamed recently. Doing it with <kbd>CALL</kbd> and <kbd>RET</kbd>
+instructions will
+interfere with prediction in the return stack buffer. Note also that the
+<kbd>ADD ESP</kbd> instruction can cause an AGI stall in earlier processors.
+<p>
+<h2><a name="18">18</a>. Retirement (PPro, PII and PIII)</h2><p>
+Retirement is a process where the temporary registers used by the uops are copied into the
+permanent registers <kbd>EAX, EBX</kbd>, etc.
+When a uop has been executed it is marked in the ROB as ready to retire.
+<p>
+The retirement station can handle three uops per clock cycle. This may not seem like a 
+problem because the throughput is already limited to 3 uops per clock in the RAT. But 
+retirement may still be a bottleneck for two reasons. Firstly, instructions must retire in order.
+If a uop is executed out of order then it cannot retire before all preceding uops in the order 
+have retired. And the second limitation is that taken jumps must retire in the first of the three 
+slots in the retirement station. Just like decoder D1 and D2 can be idle if the next instruction 
+only fits into D0, the last two slots in the retirement station can be idle if the next uop to 
+retire is a taken jump. This is significant if you have a small loop where the number of uops 
+in the loop is not divisible by three.
+<p>
+All uops stay in the reorder buffer (ROB) until they retire. The ROB can hold 40 uops. This 
+sets a limit to the number of instructions that can execute during the long delay of a division 
+or other slow operation. Before the division is finished the ROB will be filled up with 
+executed uops waiting to retire. Only when the division is finished and retired can the 
+subsequent uops begin to retire, because retirement takes place in order.
+<p>
+In case of speculative execution of predicted branches (see chapter <a href="#22">22</a>) the speculatively
+executed uops cannot retire until it is certain that the prediction was correct. If the prediction 
+turns out to be wrong then the speculatively executed uops are discarded without 
+retirement.
+<p>
+The following instructions cannot execute speculatively: memory writes,
+<kbd>IN, OUT</kbd>, and serializing instructions.
+<p>
+<h2><a name="19">19</a>. Partial stalls (PPro, PII and PIII)</h2>
+<h3><a name="19_1">19.1 Partial register stalls</a></h3><p>
+Partial register stall is a problem that occurs when you write to part of a 32
+bit register and later read from the whole register or a bigger part of it.
+Example:
+<pre>        MOV AL, BYTE PTR [M8]
+        MOV EBX, EAX            ; partial register stall</pre><p>
+This gives a delay of 5-6 clocks. The reason is that a temporary register has been assigned 
+to <kbd>AL</kbd> (to make it independent of <kbd>AH</kbd>).
+The execution unit has to wait until the write to <kbd>AL</kbd> has
+retired before it is possible to combine the value from <kbd>AL</kbd> with the
+value of the rest of <kbd>EAX</kbd>.
+The stall can be avoided by changing to code to:
+<pre>        MOVZX EBX, BYTE PTR [MEM8]
+        AND EAX, 0FFFFFF00h
+        OR EBX, EAX</pre>
+<p>
+Of course you can also avoid the partial stalls by putting in other instructions after the write 
+to the partial register so that it has time to retire before you read from the full register.
+<p>
+You should be aware of partial stalls whenever you mix different data sizes (8, 16, and 32
+bits):
+<pre>        MOV BH, 0
+        ADD BX, AX              ; stall
+        INC EBX                 ; stall</pre><p>
+
+You don't get a stall when reading a partial register after writing to the full register, or a 
+bigger part of it:
+<pre>        MOV EAX, [MEM32]
+        ADD BL, AL              ; no stall
+        ADD BH, AH              ; no stall
+        MOV CX, AX              ; no stall
+        MOV DX, BX              ; stall</pre><p>
+
+The easiest way to avoid partial register stalls is to always use full registers
+and use <kbd>MOVZX</kbd> or <kbd>MOVSX</kbd> when reading from smaller memory
+operands. These instructions are fast on the
+PPro, PII and PIII, but slow on earlier processors. Therefore, a compromise is
+offered when you
+want your code to perform reasonably well on all processors. The replacement
+for <kbd>MOVZX EAX,BYTE PTR [M8]</kbd> looks like this:
+<pre>        XOR EAX, EAX
+        MOV AL, BYTE PTR [M8]</pre><p>
+
+The PPro, PII and PIII processors make a special case out of this combination
+to avoid a partial
+register stall when later reading from <kbd>EAX</kbd>.
+The trick is that a register is tagged as empty
+when it is <kbd>XOR</kbd>'ed with itself. The processor remembers that the upper 24 bits of
+<kbd>EAX</kbd> are zero, so that a partial stall can be avoided. This mechanism
+works only on certain combinations:
+<pre>        XOR EAX, EAX
+        MOV AL, 3
+        MOV EBX, EAX            ; no stall
+
+        XOR AH, AH
+        MOV AL, 3
+        MOV BX, AX              ; no stall
+
+        XOR EAX, EAX
+        MOV AH, 3
+        MOV EBX, EAX            ; stall
+
+        SUB EBX, EBX
+        MOV BL, DL
+        MOV ECX, EBX            ; no stall
+
+        MOV EBX, 0
+        MOV BL, DL
+        MOV ECX, EBX            ; stall
+
+        MOV BL, DL
+        XOR EBX, EBX            ; no stall</pre><p>
+
+Setting a register to zero by subtracting it from itself works the same as the
+<kbd>XOR</kbd>, but setting it to zero with the <kbd>MOV</kbd> instruction
+doesn't prevent the stall.
+<p>
+You can set the <kbd>XOR</kbd> outside a loop:
+<pre>        XOR EAX, EAX
+        MOV ECX, 100
+LL:     MOV AL, [ESI]
+        MOV [EDI], EAX          ; no stall
+        INC ESI
+        ADD EDI, 4
+        DEC ECX
+        JNZ LL</pre><p>
+The processor remembers that the upper 24 bits of <kbd>EAX</kbd> are zero as
+long as you don't get
+an interrupt, misprediction, or other serializing event.
+<p>
+You should remember to neutralize any partial register you have used before calling a
+subroutine that might push the full register:
+<pre>        ADD BL, AL
+        MOV [MEM8], BL
+        XOR EBX, EBX            ; neutralize BL
+        CALL _HighLevelFunction</pre><p>
+Most high level language procedures push <kbd>EBX</kbd> at the start of the
+procedure which would generate a partial register stall in the example above
+if you hadn't neutralized <kbd>BL</kbd>.
+<p>
+Setting a register to zero with the <kbd>XOR</kbd> method doesn't break its dependency on earlier
+instructions:
+<pre>        DIV EBX
+        MOV [MEM], EAX
+        MOV EAX, 0              ; break dependency
+        XOR EAX, EAX            ; prevent partial register stall
+        MOV AL, CL
+        ADD EBX, EAX</pre><p>
+Setting <kbd>EAX</kbd> to zero twice here seems redundant, but without
+the <kbd>MOV EAX,0</kbd> the last
+instructions would have to wait for the slow <kbd>DIV</kbd> to finish, and
+without <kbd>XOR EAX,EAX</kbd> you
+would have a partial register stall.
+<p>
+The <kbd>FNSTSW AX</kbd> instruction is special: in 32 bit mode it behaves as
+if writing to the entire <kbd>EAX</kbd>. In fact, it does something like this
+in 32 bit mode:<br>
+<kbd>    AND EAX,0FFFF0000h / FNSTSW TEMP / OR EAX,TEMP</kbd><br>
+hence, you don't get a partial register stall when reading <kbd>EAX</kbd>
+after this instruction in 32 bit mode:
+<pre>    FNSTSW AX / MOV EBX,EAX         ; stall only if 16 bit mode
+    MOV AX,0  / FNSTSW AX           ; stall only if 32 bit mode</pre>
+
+<p>
+<h3><a name="19_2">19.2 Partial flags stalls</a></h3><p>
+The flags register can also cause partial register stalls:
+<pre>        CMP EAX, EBX
+        INC ECX
+        JBE XX          ; partial flags stall</pre><p>
+The  <kbd>JBE</kbd>  instruction reads both the carry flag and the zero flag.
+Since the <kbd>INC</kbd> instruction
+changes the zero flag, but not the carry flag, the  <kbd>JBE</kbd>  instruction has to wait for the two
+preceding instructions to retire before it can combine the carry flag from the  <kbd>CMP</kbd> instruction
+and the zero flag from the  <kbd>INC</kbd>  instruction. This situation is likely to be a bug rather than an
+intended combination of flags. To correct it change  <kbd>INC ECX</kbd>  to  <kbd>ADD ECX,1</kbd>.
+  A similar
+bug that causes a partial flags stall is  <kbd>SAHF / JL XX</kbd>.  The  <kbd>JL</kbd>
+instruction tests the sign
+flag and the overflow flag, but  <kbd>SAHF</kbd>  doesn't change the overflow flag.
+To correct it, change
+<kbd>JL XX</kbd>   to  <kbd>JS XX</kbd>.
+<p>
+Unexpectedly (and contrary to what Intel manuals say) you also get a partial flags stall after 
+an instruction that modifies some of the flag bits when reading only unmodified flag bits:
+<pre>        CMP EAX, EBX
+        INC ECX
+        JC  XX          ; partial flags stall</pre><p>
+but not when reading only modified bits:
+<pre>        CMP EAX, EBX
+        INC ECX
+        JE  XX          ; no stall</pre><p>
+
+Partial flags stalls are likely to occur on instructions that read many or
+all flags bits, i.e.  <kbd>LAHF, PUSHF, PUSHFD</kbd>.  The following instructions cause
+partial flags stalls when followed by  <kbd>LAHF</kbd>  or  <kbd>PUSHF(D)</kbd>:
+<kbd>INC, DEC, TEST</kbd>,  bit tests, bit scan,  <kbd>CLC, STC, CMC, CLD, STD, CLI, STI, MUL,
+IMUL</kbd>,  and all shifts and rotates.
+The following instructions do not cause partial flags stalls:
+<kbd>AND, OR, XOR, ADD, ADC, SUB, SBB, CMP, NEG</kbd>.
+It is strange that  <kbd>TEST</kbd>  and  <kbd>AND</kbd>  behave differently while, by definition, they
+do exactly the same thing to the flags. You may use a  <kbd>SETcc</kbd>
+  instruction instead of  <kbd>LAHF</kbd>
+or  <kbd>PUSHF(D)</kbd>  for storing the value of a flag in order to avoid a stall.
+<p>
+Examples:
+<pre>    INC EAX   / PUSHFD      ; stall
+    ADD EAX,1 / PUSHFD      ; no stall
+
+    SHR EAX,1 / PUSHFD      ; stall
+    SHR EAX,1 / OR EAX,EAX / PUSHFD   ; no stall
+
+    TEST EBX,EBX / LAHF     ; stall
+    AND  EBX,EBX / LAHF     ; no stall
+    TEST EBX,EBX / SETZ AL  ; no stall
+
+    CLC / SETZ AL           ; stall
+    CLD / SETZ AL           ; no stall</pre><p>
+The penalty for partial flags stalls is approximately 4 clocks.
+<p>
+
+<h3><a name="19_3">19.3 Flags stalls after shifts and rotates</a></h3><p>
+You can get a stall resembling the partial flags stall when reading any flag
+bit after a shift or rotate, except for shifts and rotates by one (short form):
+<pre>    SHR EAX,1 / JZ XX                ; no stall
+    SHR EAX,2 / JZ XX                ; stall
+    SHR EAX,2 / OR EAX,EAX / JZ XX   ; no stall
+
+    SHR EAX,5 / JC XX                ; stall
+    SHR EAX,4 / SHR EAX,1 / JC XX    ; no stall
+
+    SHR EAX,CL / JZ XX               ; stall, even if CL = 1
+    SHRD EAX,EBX,1 / JZ XX           ; stall
+    ROL EBX,8 / JC XX                ; stall</pre><p>
+
+The penalty for these stalls is approximately 4 clocks.
+<p>
+
+<h3><a name="19_4">19.4 Partial memory stalls</a></h3><p>
+A partial memory stall is somewhat analogous to a partial register stall. It occurs when you 
+mix data sizes for the same memory address:
+<pre>        MOV BYTE PTR [ESI], AL
+        MOV EBX, DWORD PTR [ESI]        ; partial memory stall</pre><p>
+Here you get a stall because the processor has to combine the byte written from AL with the 
+next three bytes, which were in memory before, to get the four bytes needed for
+reading into <kbd>EBX</kbd>. The penalty is approximately 7-8 clocks.
+<p>
+Unlike the partial register stalls, you also get a partial memory stall when you write a bigger 
+operand to memory and then read part of it, if the smaller part doesn't start at the same
+address:
+<pre>        MOV DWORD PTR [ESI], EAX
+        MOV BL, BYTE PTR [ESI]          ; no stall
+        MOV BH, BYTE PTR [ESI+1]        ; stall</pre><p>
+You can avoid this stall by changing the last line to <kbd>MOV BH,AH</kbd>,
+but such a solution is not 
+possible in a situation like this:
+<pre>        FISTP QWORD PTR [EDI]
+        MOV EAX, DWORD PTR [EDI]
+        MOV EDX, DWORD PTR [EDI+4]      ; stall</pre><p>
+
+Interestingly, you can also get a partial memory stall when writing and reading completely 
+different addresses if they happen to have the same set-value in different cache banks:
+<pre>        MOV BYTE PTR [ESI], AL
+        MOV EBX, DWORD PTR [ESI+4092]   ; no stall
+        MOV ECX, DWORD PTR [ESI+4096]   ; stall</pre>
+<p>
+<h2><a name="20">20</a>. Dependency chains (PPro, PII and PIII)</h2><p>
+A series of instructions where each instruction depends on the result of the preceding one
+is called a dependency chain. Long dependency chains should be avoided, if possible,
+because they prevent out-of-order and parallel execution.
+<p>
+Example:
+<pre>   MOV EAX, [MEM1]
+   ADD EAX, [MEM2]
+   ADD EAX, [MEM3]
+   ADD EAX, [MEM4]
+   MOV [MEM5], EAX</pre><p>
+In this eaxmple, the <kbd>ADD</kbd> instructions generate 2 uops each, one for reading from memory 
+(port 2), and one for adding (port 0 or 1). The read uops can execute out or order, while the 
+add uops must wait for the previous uops to finish. This dependency chain does not take 
+very long to execute, because each addition adds only 1 clock to the execution time. But if 
+you have slow instructions like multiplications, or even worse: divisions, then you should 
+definitely do something to break the dependency chain. The way to do this is to use multiple
+accumulators:
+<pre>   MOV EAX, [MEM1]         ; start first chain
+   MOV EBX, [MEM2]         ; start other chain in different accumulator
+   IMUL EAX, [MEM3]
+   IMUL EBX, [MEM4]
+   IMUL EAX, EBX           ; join chains in the end
+   MOV [MEM5], EAX</pre><p>
+Here, the second <kbd>IMUL</kbd> instruction can start before the first one is finished.
+Since the <kbd>IMUL</kbd> instruction has a delay of 4 clocks and is fully pipelined, you
+may have up to 4 accumulators.
+<p>
+Division is not pipelined so you cannot do the same with chained divisions,
+but you can of course multiply all the divisors and do only one division in
+the end.
+<p>
+Floating point instructions have a longer delay than integer instructions, so
+you should definitely break up long dependency chains with floating point
+instructions:
+<pre>   FLD [MEM1]         ; start first chain
+   FLD [MEM2]         ; start second chain in different accumulator
+   FADD [MEM3]
+   FXCH
+   FADD [MEM4]
+   FXCH
+   FADD [MEM5]
+   FADD               ; join chains in the end
+   FSTP [MEM6]</pre><p>
+You need a lot of <kbd>FXCH</kbd> instructions for this, but don't worry: they
+are cheap. <kbd>FXCH</kbd>
+instructions are resolved in the RAT by register renaming so they don't
+put any load on the execution ports. An <kbd>FXCH</kbd> does count as 1 uop in the RAT,
+ROB, and retirement station, though.
+<p>
+If the dependency chain is long you may need three accumulators:
+<pre>        FLD [MEM1]              ; start first chain
+        FLD [MEM2]              ; start second chain
+        FLD [MEM3]              ; start third chain
+        FADD [MEM4]             ; third chain
+        FXCH ST(1)
+        FADD [MEM5]             ; second chain
+        FXCH ST(2)
+        FADD [MEM6]             ; first chain
+        FXCH ST(1)
+        FADD [MEM7]             ; third chain
+        FXCH ST(2)
+        FADD [MEM8]             ; second chain
+        FXCH ST(1)
+        FADD                    ; join first and third chain
+        FADD                    ; join with second chain
+        FSTP [MEM9]</pre><p>
+
+Avoid storing intermediate data in memory and read them immediately afterwards:
+<pre>        MOV [TEMP], EAX
+        MOV EBX, [TEMP]</pre><p>
+There is a penalty for attempting to read from a memory address before a previous write to 
+that address is finished. In the example above, change the last instruction to
+<kbd>MOV EBX,EAX</kbd>  
+or put some other instructions in between.
+<p>
+There is one situation where you cannot avoid storing intermediate data in memory, and 
+that is when transferring data from an integer register to a floating point register, or vice
+versa. For example:
+<pre>        MOV EAX, [MEM1]
+        ADD EAX, [MEM2]
+        MOV [TEMP], EAX
+        FILD [TEMP]</pre><p>
+If you don't have anything to put in between the write to <kbd>TEMP</kbd> and the
+read from <kbd>TEMP</kbd>, then
+you may consider using a floating point register instead of <kbd>EAX</kbd>:
+<pre>        FILD [MEM1]
+        FIADD [MEM2]</pre><p>
+
+Consecutive jumps, calls, or returns may also be considered dependency chains. The 
+throughput for these instructions is one jump per two clock cycles. It is therefore 
+recommended that you give the microprocessor something else to do between the jumps.
+<p>
+<h2><a name="21">21</a>. Searching for bottlenecks (PPro, PII and PIII)</h2><p>
+When optimizing code for these processors, it is important to analyze where the
+bottlenecks are. Spending time on optimizing away one bottleneck doesn't make sense if 
+there is another bottleneck which is narrower. 
+<p>
+If you expect code cache misses then you should restructure your code to keep the most 
+used parts of code together.
+<p>
+If you expect many data cache misses then forget about everything else and concentrate 
+on how to restructure your data to reduce the number of cache misses (chapter <a href="#7">7</a>), and
+avoid long dependency chains after a data read cache miss (chapter <a href="#20">20</a>).
+<p>
+If you have many divisions then try to reduce them (chapter <a href="#27_2">27.2</a>) and make sure the 
+processor has something else to do during the divisions.
+<p>
+Dependency chains tend to hamper out-of-order execution (chapter <a href="#20">20</a>). Try to break long 
+dependency chains, especially if they contain slow instructions such as multiplication, 
+division, and floating point instructions.
+<p>
+If you have many jumps, calls, or returns, and especially if the jumps are poorly predictable, 
+then try if some of them can be avoided. Replace conditional jumps with conditional moves
+if possible, and replace small procedures with macros (chapter <a href="#22_3">22.3</a>).
+<p>
+If you are mixing different data sizes (8, 16, and 32 bit integers) then look out for partial 
+stalls. If you use <kbd>PUSHF</kbd> or <kbd>LAHF</kbd> instructions then look out for partial flags stalls. Avoid 
+testing flags after shifts or rotates by more than 1 (chapter <a href="#19">19</a>).
+<p>
+If you aim at a throughput of 3 uops per clock cycle then be aware of possible delays in 
+instruction fetch and decoding (chapter and <a href="#14">14</a> and <a href="#15">15</a>), especially in small loops.
+<p>
+The limit of two permanent register reads per clock cycle may reduce your throughput to 
+less than 3 uops per clock cycle (chapter <a href="#16_2">16.2</a>). This is likely to happen if you often read 
+registers more than 4 clock cycles after they last were modified. This may, for example, 
+happen if you often use pointers for addressing your data but seldom modify the pointers.
+<p>
+A throughput of 3 uops per clock requires that no execution port gets more than one third of 
+the uops (chapter <a href="#17">17</a>).
+<p>
+The retirement station can handle 3 uops per clock, but may be slightly less effective for 
+taken jumps (chapter <a href="#18">18</a>).
+
+<p>
+<h2><a name="22">22</a>. Jumps and branches (all processors)</h2><p>
+The Pentium family of processors attempt to predict where a jump will go to, and whether a
+conditional jump will be taken or fall through. If the prediction is correct, then it can save a 
+considerable amount of time by loading the subsequent instructions into the pipeline and 
+start decoding them before the jump is executed. If the prediction turns out to be wrong, 
+then the pipeline has to be flushed, which will cost a penalty depending on the length of the
+pipeline.
+<p>
+The predictions are based on a Branch Target Buffer (BTB) which stores the history for 
+each branch or jump instruction and makes predictions based on the prior history of 
+executions of each instruction. The BTB is organized like a set-associative cache where
+new entries are allocated according to a pseudo-random replacement method.
+<p>
+When optimizing code, it is important to minimize the number of misprediction penalties. 
+This requires a good understanding of how the jump prediction works.
+<p>
+The branch prediction mechanisms are not described adequately in Intel manuals or 
+anywhere else. I am therefore giving a very detailed description here. This information is 
+based on my own research (with the help of Karki Jitendra Bahadur for the PPlain).
+<p>
+In the following, I will use the term 'control transfer instruction' for any instruction which can 
+change the instruction pointer, including conditional and unconditional, direct and indirect,
+near and far, jumps, calls, and returns. All these instructions use prediction.
+<p>
+
+<h3><a name="22_1">22.1 Branch prediction in PPlain</a></h3><p>
+The branch prediction mechanism for the PPlain is very different from the other three
+processors. Information found in Intel documents and elsewhere on this subject is directly 
+misleading, and following the advises given is such documents is likely to lead to
+sub-optimal code.
+<p>
+The PPlain has a branch target buffer (BTB), which can hold information for up to 256 jump 
+instructions. The BTB is organized like a 4-way set-associative cache with 64 entries per 
+way. This means that the BTB can hold no more than 4 entries with the same set value.
+Unlike the data cache, the BTB uses a pseudo random replacement algorithm, which 
+means that a new entry will not necessarily displace the least recently used entry of the
+same set-value. How the set-value is calculated will be explained later. Each BTB entry 
+stores the address of the jump target and a prediction state, which can have four different 
+values:
+<p>
+state 0:  "strongly not taken" <br>
+state 1:  "weakly not taken"   <br>
+state 2:  "weakly taken"           <br>
+state 3:  "strongly taken"<p>
+
+A branch instruction is predicted to jump when in state 2 or 3, and to fall through when in 
+state 0 or 1. The state transition works like a two-bit counter, so that the state is 
+incremented when the branch is taken, and decremented when it falls through. The counter 
+saturates, rather than wrap around, so that it does not decrement beyond 0 or increment
+beyond 3. Ideally, this would provide a reasonably good prediction, because a branch 
+instruction would have to deviate twice from what it does most of the time, before the 
+prediction changes.
+<p>
+However, this mechanism has been compromised by the fact that state 0 also means 
+'unused BTB entry'. So a BTB entry in state 0 is the same as no BTB entry. This makes 
+sense, because a branch instruction is predicted to fall through if it has no BTB entry. This 
+improves the utilization of the BTB, because a branch instruction which is seldom taken will 
+most of the time not take up any BTB entry.
+<p>
+Now, if a jumping instruction has no BTB entry, then a new BTB entry will be generated, 
+and this new entry will always be set to state 3. This means that it is impossible to go from
+state 0 to state 1 (except for a very special case discussed later). From state 0 you can only 
+go to state 3, if the branch is taken. If the branch falls through, then it will stay out of the 
+BTB.
+<p>
+This is a serious design flaw. By throwing state 0 entries out of the BTB and always setting 
+new entries to state 3, the designers apparently have given priority to minimizing the first 
+time penalty for unconditional jumps and branches often taken, and ignored that this
+seriously compromises the basic idea behind the mechanism and reduces the performance 
+in small innermost loops. The consequence of this flaw is, that a branch instruction which 
+falls through most of the time will have up to three times as many mispredictions as a
+branch instruction which is taken most of the time. (Apparently, Intel engineers
+have been unaware of this flaw until I published my findings).
+<p>
+You may take this asymmetry into account by organizing your branches so that they are 
+taken more often than not. Consider for example this if-then-else construction:
+<pre>        TEST EAX,EAX
+        JZ   A
+        &lt;branch 1&gt;
+        JMP  E
+A:      &lt;branch 2&gt;
+E:</pre>
+<p>
+If branch 1 is executed more often than branch 2, and branch 2 is seldom executed twice in 
+succession, then you can reduce the number of branch mispredictions by up to a factor 3 
+by swapping the two branches so that the branch instruction will jump more often than fall 
+through:
+<pre>        TEST EAX,EAX
+        JNZ  A
+        &lt;branch 2&gt;
+        JMP  E
+A:      &lt;branch 1&gt;
+E:</pre><p>
+
+(This is contrary to the recommendations in Intel's manuals and tutorials).
+<p>
+There may be reasons to put the most often executed branch first, however:
+<ol>
+<li>Putting seldom executed branches away in the bottom of your code can improve code
+cache utilization.
+<li>A branch instruction seldom taken will stay out of the BTB most of the time, possibly
+improving BTB utilization.
+<li>The branch instruction will be predicted as not taken if it has been flushed out of the
+BTB by other branch instructions.
+<li>The asymmetry in branch prediction only exists on the PPlain.
+</ol>
+<p>
+These considerations have little weight, however, for small critical loops, so I would still
+recommend organizing branches with a skewed distribution so that the branch instruction is
+taken more often than not, unless branch 2 is executed so seldom, that misprediction 
+doesn't matter.
+<p>
+Likewise, you should preferably organize loops with the testing branch instruction at the 
+bottom, as in this example:
+<pre>        MOV ECX, [N]
+L:      MOV [EDI],EAX
+        ADD EDI,4
+        DEC ECX
+        JNZ L</pre><p>
+If N is high, then the JNZ instruction here will be taken more often than not, and never fall
+through twice in succession.
+<p>
+Consider the situation where a branch is taken every second time. The first time it jumps 
+the BTB entry will go into state 3, and will then alternate between state 2 and 3. It is 
+predicted to jump all the time, which gives 50% mispredictions. <a name="worstpred">Assume now that it deviates
+from this regular pattern and falls through an extra time</a>. The jump pattern is:<pre>
+01010100101010101010101, where 0 means nojump, and 1 means jump.
+       ^</pre>
+The extra nojump is indicated with a <kbd>^</kbd> above. After this incident, the BTB entry will alternate 
+between state 1 and 2, which gives 100% mispredictions. It will continue in this unfortunate 
+mode until there is another deviation from the 0101 pattern. This is the worst case for this 
+branch prediction mechanism.
+<p>
+<h4>22.1.2 BTB is looking ahead (PPlain)</h4>
+The BTB mechanism is counting instruction pairs, rather than single instructions, so you
+have to know how instructions are pairing in order to analyze where a BTB entry is stored. 
+The BTB entry for any control instruction is attached to the address of the U-pipe 
+instruction in the preceding instruction pair. (An unpaired instruction counts as one pair).
+Example:
+<pre>    SHR EAX,1
+    MOV EBX,[ESI]
+    CMP EAX,EBX
+    JB  L</pre><p>
+Here <kbd>SHR</kbd> pairs with <kbd>MOV</kbd>, and <kbd>CMP</kbd> pairs with
+<kbd>JB</kbd>. The BTB entry for <kbd>JB L</kbd> is thus
+attached to the address of the <kbd>SHR EAX,1</kbd> instruction. When this BTB entry is met, and if it
+is in state 2 or 3, then the Pentium will read the target address from the BTB entry, and load 
+the instructions following L into the pipeline. This happens before the branch instruction has 
+been decoded, so the Pentium relies solely on the information in the BTB when doing this.
+<p>
+You may remember, that instructions are seldom pairing the first time they are executed 
+(see chapter <a href="#8">8</a>). If the instructions above are not pairing, then the BTB entry should be 
+attached to the address of the <kbd>CMP</kbd> instruction, and this entry would be wrong on the next 
+execution, when instructions are pairing. However, in most cases the PPlain is smart 
+enough to not make a BTB entry when there is an unused pairing opportunity, so you don't 
+get a BTB entry until the second execution, and hence you won't get a prediction until the 
+third execution. (In the rare case, where every second instruction is a single-byte 
+instruction, you may get a BTB entry on the first execution which becomes invalid in the 
+second execution, but since the instruction it is attached to will then go to the V-pipe, it is 
+ignored and gives no penalty. A BTB entry is only read if it is attached to the address of a
+U-pipe instruction).
+<p>
+A BTB entry is identified by its set-value which is equal to bits 0-5 of the address it is 
+attached to. Bits 6-31 are then stored in the BTB as a tag. Addresses which are spaced a 
+multiple of 64 bytes apart will have the same set-value. You can have no more than four 
+BTB entries with the same set-value. If you want to check whether your jump instructions 
+contend for the same BTB entries, then you have to compare bits 0-5 of the addresses of 
+the U-pipe instructions in the preceding instruction pairs. This is very tedious, and I have 
+never heard of anybody doing so. There are no tools available to do this job for you.
+<p>
+<h4>22.1.3 Consecutive branches (PPlain)</h4><p>
+When a jump is mispredicted, then the pipeline gets flushed. If the next instruction pair 
+executed also contains a control transfer instruction, then the PPlain won't load its target 
+because it cannot load a new target while the pipeline is being flushed. The result is that the 
+second jump instruction is predicted to fall through regardless of the state of its BTB entry. 
+Therefore, if the second jump is also taken, then you will get another penalty. The state of 
+the BTB entry for the second jump instruction does get correctly updated, though. If you 
+have a long chain of control transfer instructions, and the first jump in the chain is 
+mispredicted, then the pipeline will get flushed all the time, and you will get nothing but 
+mispredictions until you meet an instruction pair which does not jump. The most extreme 
+case of this is a loop which jumps to itself: It will get a misprediction penalty for each 
+iteration.
+<p>
+This is not the only problem with consecutive control transfer instructions. Another problem 
+is that you can have another branch instruction between a BTB entry and the control
+transfer instruction it belongs to. If the first branch instruction jumps to somewhere else, 
+then strange things may happen. Consider this example:
+<pre>        SHR EAX,1
+        MOV EBX,[ESI]
+        CMP EAX,EBX
+        JB  L1
+        JMP L2
+
+L1:     MOV EAX,EBX
+        INC EBX</pre><p>
+
+When <kbd>JB L1</kbd> falls through, then you will get a BTB entry for
+<kbd>JMP L2</kbd> attached to the
+address of <kbd>CMP EAX,EBX</kbd>. But what will happen when <kbd>JB L1</kbd>
+later is taken?  At the time
+when the BTB entry for <kbd>JMP L2</kbd> is read, the processor doesn't know that the next
+instruction pair does not contain a jump instruction, so it will actually predict the instruction
+pair <kbd>MOV EAX,EBX / INC EBX</kbd> to jump to <kbd>L2</kbd>.
+The penalty for predicting non-jump
+instructions to jump is 3 clock cycles. The BTB entry for <kbd>JMP L2</kbd> will get its state
+decremented, because it is applied to something which doesn't jump.  If we keep going to
+<kbd>L1</kbd>, then the BTB entry for <kbd>JMP L2</kbd> will be decremented to state 1 and 0, so that the
+problem will disappear until next time <kbd>JMP L2</kbd> is executed.
+<p>
+The penalty for predicting the non-jumping instructions to jump only occurs when the jump 
+to <kbd>L1</kbd> is predicted. In the case that <kbd>JB L1</kbd> is mispredictedly
+jumping, then the pipeline gets
+flushed and we won't get the false <kbd>L2</kbd> target loaded, so in this case we will not see the
+penalty of predicting the non-jumping instructions to jump, but we do get the BTB entry for
+<kbd>JMP L2</kbd> decremented.
+<p>
+Suppose, now, that we replace the <kbd>INC EBX</kbd> instruction above with another jump
+instruction.  This third jump instruction will then use the same BTB entry as
+<kbd>JMP L2</kbd> with 
+the possible penalty of predicting a wrong target, (unless it happens to also
+have <kbd>L2</kbd> as target).
+<p>
+To summarize, consecutive jumps can lead to the following problems:
+<ul>
+<li>failure to load a jump target when the pipeline is being flushed by a preceding
+mispredicted jump.
+<li>a BTB entry being mis-applied to non-jumping instructions and predicting them to jump.
+<li>a second consequence of the above is that a mis-applied BTB entry will get its state
+decremented, possibly leading to a later misprediction of the jump it belongs to. Even
+unconditional jumps can be predicted to fall through for this reason.
+<li>two jump instructions may share the same BTB entry, leading to the prediction of a
+wrong target.
+</ul>
+<p>
+
+All this mess may give you a lot of penalties, so you should definitely avoid having an 
+instruction pair containing a jump immediately after another poorly predictable control 
+transfer instruction or its target.
+<p>
+It is time for another illustrative example:
+<pre>        CALL P
+        TEST EAX,EAX
+        JZ   L2
+L1:     MOV  [EDI],EBX
+        ADD  EDI,4
+        DEC  EAX
+        JNZ  L1
+L2:     CALL P</pre><p>
+
+This looks like a quite nice and normal piece of code: A function call, a loop which is 
+bypassed when the count is zero, and another function call. How many problems can you 
+spot in this program?
+<p>
+First, we may note that the function <kbd>P</kbd> is called alternatingly from two different locations.
+This means that the target for the return from <kbd>P</kbd> will be changing all the time. Consequently,
+the return from <kbd>P</kbd> will always be mispredicted.
+<p>
+Assume, now, that <kbd>EAX</kbd> is zero. The jump to <kbd>L2</kbd> will not have its target loaded because the
+mispredicted return caused a pipeline flush. Next, the second <kbd>CALL P</kbd> will also fail to have
+its target loaded because <kbd>JZ L2</kbd> caused a pipeline flush. Here we have the situation where
+a chain of consecutive jumps makes the pipeline flush repeatedly because the first jump
+was mispredicted. The BTB entry for <kbd>JZ L2</kbd> is stored at the address of <kbd>P</kbd>'s return
+instruction. This BTB entry will now be mis-applied to whatever comes after the second
+<kbd>CALL P</kbd>,  but that doesn't give a penalty because the pipeline is flushed by the mispredicted 
+second return.
+<p>
+Now, let's see what happens if <kbd>EAX</kbd> has a nonzero value the next time:
+<kbd>JZ L2</kbd> is always
+predicted to fall through because of the flush. The second <kbd>CALL P</kbd>
+has a BTB entry at the
+address of <kbd>TEST EAX,EAX</kbd>. This entry will be mis-applied to the
+<kbd>MOV/ADD</kbd> pair, predicting
+it to jump to <kbd>P</kbd>. This causes a flush which prevents <kbd>JNZ L1</kbd>
+from loading its target. If we
+have been here before, then the second <kbd>CALL P</kbd> will have another BTB entry at the
+address of <kbd>DEC EAX</kbd>. On the second and third iteration of the loop, this entry will also be
+mis-applied to the <kbd>MOV/ADD</kbd> pair, until it has had its state decremented to 1 or 0. This will
+not cause a penalty on the second iteration because the flush from <kbd>JNZ L1</kbd> prevents it
+from loading its false target, but on the third iteration it will. The subsequent iterations of the
+loop have no penalties, but when it exits, <kbd>JNZ L1</kbd> is mispredicted. The flush would now
+prevent <kbd>CALL P</kbd> from loading its target, were it not for the fact that the BTB entry for
+<kbd>CALL P</kbd> has already been destroyed by being mis-applied several times.
+<p>
+We can improve this code by putting in some <kbd>NOP</kbd>'s to separate all consecutive jumps:
+<pre>        CALL P
+        TEST EAX,EAX
+        NOP
+        JZ   L2
+L1:     MOV  [EDI],EBX
+        ADD  EDI,4
+        DEC  EAX
+        JNZ  L1
+L2:     NOP
+        NOP
+        CALL P</pre><p>
+The extra <kbd>NOP</kbd>'s cost 2 clock cycles, but they save much more.
+Furthermore, <kbd>JZ L2</kbd> is now
+moved to the U-pipe which reduces its penalty from 4 to 3 when mispredicted. The only
+problem that remains is that the returns from <kbd>P</kbd> are always mispredicted. This problem can
+only be solved by replacing the call to <kbd>P</kbd> by an inline macro (if you have enough code
+cache).
+<p>
+The lesson to learn from this example is that you should always look carefully for
+consecutive jumps and see if you can save time by inserting some <kbd>NOP</kbd>'s. You should be
+particularly aware of those situations where misprediction is unavoidable, such as loop exits
+and returns from procedures which are called from varying locations. If you have something
+useful to put in, instead of the <kbd>NOP</kbd>'s, then you should of course do so.
+<p>
+Multiway branches (case statements) may be implemented either as a tree of branch 
+instructions or as a list of jump addresses. If you choose to use a tree of branch
+instructions, then you have to include some <kbd>NOP</kbd>'s or other instructions to separate the
+consecutive branches. A list of jump addresses may therefore be a better solution on the
+PPlain. The list of jump addresses should be placed in the data segment. Never put data in
+the code segment!
+<p>
+<h4>22.1.4 Tight loops (PPlain)</h4><p>
+In a small loop you will often access the same BTB entry repeatedly with small intervals.
+This never causes a stall. Rather than waiting for a BTB entry to be updated, the PPlain
+somehow bypasses the pipeline and gets the resulting state from the last jump before it has
+been written to the BTB. This mechanism is almost transparent to the user, but it does in
+some cases have funny effects: You can see a branch prediction going from state 0 to state
+1, rather than to state 3, if the zero has not yet been written to the BTB. This happens if the
+loop has no more than four instruction pairs. In loops with only two instruction pairs you
+may sometimes have state 0 for two consecutive iterations without going out of the BTB. In
+such small loops it also happens in rare cases that the prediction uses the state resulting
+from two iterations ago, rather than from the last iteration. These funny effects will usually
+not have any negative effects on performance.
+<p>
+<h3><a name="22_2">22.2 Branch prediction in PMMX, PPro, PII and PIII</a></h3>
+<h4>22.2.1 BTB organization (PMMX, PPro, PII and PIII)</h4><p>
+The branch target buffer (BTB) of the PMMX has 256 entries organized as 16 ways * 16 
+sets. Each entry is identified by bits 2-31 of the address of the last byte of the control 
+transfer instruction it belongs to. Bits 2-5 define the set, and bits 6-31 are stored in the BTB 
+as a tag. Control transfer instructions which are spaced 64 bytes apart have the
+same set-value and may therefore occasionally push each other out of the BTB. Since there are 16 
+ways per set, this won't happen too often.
+<p>
+The branch target buffer (BTB) of the PPro, PII and PIII has 512 entries organized as 16 ways *
+32 sets. Each entry is identified by bits 4-31 of the address of the last byte of the control 
+transfer instruction it belongs to. Bits 4-8 define the set, and all bits are stored in the BTB as 
+a tag. Control transfer instructions which are spaced 512 bytes apart have the
+same set-value and may therefore occasionally push each other out of the BTB. Since there are 16 
+ways per set, this won't happen too often.
+<p>
+The PPro, PII and PIII allocate a BTB entry to any control transfer instruction the first time it is
+executed. The PMMX allocates it the first time it jumps. A branch instruction which never 
+jumps will stay out of the BTB on the PMMX. As soon as it has jumped once, it will stay in 
+the BTB, even if it never jumps again.
+<p>
+An entry may be pushed out of the BTB when another control transfer instruction with the 
+same set-value needs a BTB entry.
+<p>
+<h4>22.2.2 Misprediction penalty (PMMX, PPro, PII and PIII)</h4><p>
+In the PMMX, the penalty for misprediction of a conditional jump is 4 clocks in the U-pipe,
+and 5 clocks if it is executed in the V-pipe. For all other control transfer instructions it is 4 
+clocks.
+<p>
+In the PPro, PII and PIII, the misprediction penalty is very high due to the long pipeline. A
+misprediction usually costs between 10 and 20 clock cycles. It is therefore very important to 
+be aware of poorly predictable branches when running on PPro, PII and PIII.
+<p>
+<h4>22.2.3 Pattern recognition for conditional jumps (PMMX, PPro, PII and PIII)</h4><p>
+These processors have an advanced pattern recognition mechanism which will correctly 
+predict a branch instruction which, for example, is taken every fourth time and falls through 
+the other three times. In fact, they can predict any repetitive pattern of jumps and nojumps 
+with a period of up to five, and many patterns with higher periods.
+<p>
+The mechanism is a so-called "two-level adaptive branch prediction scheme", invented by 
+T.-Y. Yeh and Y. N. Patt. It is based on the same kind of two-bit counters as described 
+above for the PPlain (but without the assymmetry flaw). The counter is incremented when 
+the jump is taken and decremented when not taken. There is no wrap-around when 
+counting up from 3 or down from 0. A branch instruction is predicted to be taken when the 
+corresponding counter is in state 2 or 3, and to fall through when in state 0 or 1. An 
+impressive improvement is now obtained by having sixteen such counters for each BTB 
+entry. It selects one of these sixteen counters based on the history of the branch instruction 
+for the last four executions. If, for example, the branch instruction jumps once and then falls 
+through three times, then you have the history bits 1000 (1=jump, 0=nojump). This will 
+make it use counter number 8 (1000 binary = 8) for predicting the next time and update 
+counter 8 afterwards.
+<p>
+If the sequence 1000 is always followed by a 1, then counter number 8 will soon end up in
+its highest state (state 3) so that it will always predict a 1000 sequence to be followed by a 
+1. It will take two deviations from this pattern to change the prediction. The repetitive pattern 
+100010001000 will have counter 8 in state 3, and counter 1, 2 and 4 in state 0. The other 
+twelve counters will be unused.
+<p>
+<h4>22.2.4 Perfectly predicted patterns (PMMX, PPro, PII and PIII)</h4><p>
+A repetitive branch pattern is predicted perfectly by this mechanism if
+every 4-bit sub-sequence in the period is unique.
+Below is a list of repetitive branch patterns which are predicted perfectly:<p>
+<table border=1 cellpadding=1 cellspacing=1>
+<tr><td class="a3">&nbsp;period&nbsp;</td>
+<td class="a3">&nbsp;perfectly predicted patterns&nbsp;</td></tr>
+<tr><td>1-5</td><td>all</td></tr>
+<tr><td>6</td><td>000011, 000101, 000111, 001011</td></tr>
+<tr><td>7</td><td>0000101, 0000111, 0001011</td></tr>
+<tr><td>8</td><td>00001011, 00001111, 00010011, 00010111, 00101101</td></tr>
+<tr><td>9</td><td>000010011, 000010111, 000100111, 000101101</td></tr>
+<tr><td>10</td><td>0000100111, 0000101101, 0000101111, 0000110111, 0001010011, 0001011101</td></tr>
+<tr><td>11</td><td>00001001111, 00001010011, 00001011101, 00010100111</td></tr>
+<tr><td>12</td><td>000010100111, 000010111101, 000011010111, 000100110111, 000100111011</td></tr>
+<tr><td>13</td><td>0000100110111, 0000100111011, 0000101001111</td></tr>
+<tr><td>14</td><td>00001001101111, 00001001111011, 00010011010111, 00010011101011, 00010110011101, 00010110100111</td></tr>
+<tr><td>15</td><td>000010011010111, 000010011101011, 000010100110111,
+000010100111011, 000010110011101, 000010110100111,
+000010111010011, 000011010010111</td></tr>
+<tr><td>16</td><td>0000100110101111, 0000100111101011, 0000101100111101,
+0000101101001111</td></tr>
+</table>
+<p>When reading this table, you should be aware that if a pattern is predicted correctly than the
+same pattern reversed (read backwards) is also predicted correctly, as well as the same
+pattern with all bits inverted. Example:
+In the table we find the pattern: 0001011.
+Reversing this pattern gives: 1101000.
+Inverting all bits gives: 1110100.
+Both reversing and inverting: 0010111.
+These four patterns are all recognizable. Rotating the pattern one place to the left gives: 
+0010110. This is of course not a new pattern, only a phase shifted version of the same 
+pattern. All patterns which can be derived from one of the patterns in the table by reversing, 
+inverting and rotating are also recognizable. For reasons of brevity, these are not listed.
+<p>
+It takes two periods for the pattern recognition mechanism to learn a regular repetitive
+pattern after the BTB entry has been allocated. The pattern of mispredictions in the learning 
+period is not reproducible. This is probably because the BTB entry contained something 
+prior to allocation. Since BTB entries are allocated according to a random scheme, there is 
+little chance of predicting what happens during the initial learning period.
+<p>
+
+<h4>22.2.5 Handling deviations from a regular pattern (PMMX, PPro, PII and PIII)</h4><p>
+The branch prediction mechanism is also extremely good at handling 'almost regular'
+patterns, or deviations from the regular pattern. Not only does it learn what the regular 
+pattern looks like. It also learns what deviations from the regular pattern look like. If 
+deviations are always of the same type, then it will remember what comes after the irregular
+event, and the deviation will cost only one misprediction. 
+<p>
+Example:
+<pre>
+0001110001110001110001011100011100011100010111000
+                      ^                   ^</pre><p>
+In this sequence, a 0 means nojump, a 1 means jump. The mechanism learns that the
+repeated sequence is 000111. The first irregularity is an unexpected 0, which I have 
+marked with a <kbd>^</kbd>. After this 0 the next three jumps may be mispredicted, because it hasn't
+learned what comes after 0010, 0101, and 1011. After one or two irregularities of the same 
+kind it has learned that after 0010 comes a 1, after 0101 comes 1, and after 1011 comes 1. 
+This means that after at most two irregularities of the same kind, it has learned to handle 
+this kind of irregularity with only one misprediction.
+<p>
+The prediction mechanism is also very effective when alternating between two different 
+regular patterns. If, for example, we have the pattern 000111 (with period 6) repeated many
+times, then the pattern 01 (period 2) many times, and then return to the 000111 pattern, 
+then the mechanism doesn't have to relearn the 000111 pattern, because the counters 
+used in the 000111 sequence have been left un-touched during the 01 sequence. After a 
+few alternations between the two patterns, it has also learned to handle the changes of 
+pattern with only one misprediction for each time the pattern is switched.
+<p>
+<h4>22.2.6 Patterns which are not predicted perfectly (PMMX, PPro, PII and PIII)</h4><p>
+The simplest branch pattern which cannot be predicted perfectly is a branch which is taken 
+on every 6'th execution. The pattern is:
+<pre>000001000001000001
+    ^^    ^^    ^^
+    ab    ab    ab</pre><p>
+The sequence 0000 is alternatingly followed by a 0, in the positions marked a above, and 
+by a 1, in the positions marked b. This affects counter number 0 which will count up and 
+down all the time. If counter 0 happens to start in state 0 or 1, then it will alternate between 
+state 0 and 1. This will lead to a misprediction in position b. If counter 0 happens to start in 
+state 3, then it will alternate between state 2 and 3 which will cause a misprediction in 
+position a. The worst case is when it starts in state 2. It will alternate between state 1 and 2
+with the unfortunate consequence that we get a misprediction both in position a and b. (This
+is analogous to the worst case for the PPlain explained <a href="#worstpred">above</a>). Which of these four 
+situations we will get depends on the history of the BTB entry prior to allocation to this
+branch. This is beyond our control because of the random allocation method.
+<p>
+In principle, it is possible to avoid the worst case situation where we have two mispredictions 
+per cycle by giving it an initial branch sequence which is specially designed for putting the
+counter in the desired state. Such an approach cannot be recommended, however, 
+because of the considerable extra code complexity required, and because whatever 
+information we have put into the counter is likely to be lost during the next timer interrupt or 
+task switch.
+<p>
+<h4>22.2.7 Completely random patterns (PMMX, PPro, PII and PIII)</h4><p>
+The powerful capability of pattern recognition has a minor drawback in the case of 
+completely random sequences with no regularities.
+<p>
+The following table lists the experimental fraction of mispredictions for a completely random 
+sequence of jumps and nojumps:<p>
+
+<table border=1 cellpadding=1 cellspacing=1><tr>
+<td align="center" class="a3">&nbsp;fraction of jumps/nojumps&nbsp;</td>
+<td align="center" class="a3">&nbsp;fraction of mispredictions&nbsp;</td></tr>
+<tr><td align="center">0.001/0.999</td>
+<td align="center">0.001001</td></tr>
+<tr><td align="center">0.01/0.99</td>
+<td align="center">0.0101</td></tr>
+<tr><td align="center">0.05/0.95</td>
+<td align="center">0.0525</td></tr>
+<tr><td align="center">0.10/0.90</td>
+<td align="center">0.110</td></tr>
+<tr><td align="center">0.15/0.85</td>
+<td align="center">0.171</td></tr>
+<tr><td align="center">0.20/0.80</td>
+<td align="center">0.235</td></tr>
+<tr><td align="center">0.25/0.75</td>
+<td align="center">0.300</td></tr>
+<tr><td align="center">0.30/0.70</td>
+<td align="center">0.362</td></tr>
+<tr><td align="center">0.35/0.65</td>
+<td align="center">0.418</td></tr>
+<tr><td align="center">0.40/0.60</td>
+<td align="center">0.462</td></tr>
+<tr><td align="center">0.45/0.55</td>
+<td align="center">0.490</td></tr>
+<tr><td align="center">0.50/0.50</td>
+<td align="center">0.500</td></tr>
+</table>
+<p>
+The fraction of mispredictions is slightly higher than it would be without pattern recognition
+because the processor keeps trying to find repeated patterns in a sequence which has no 
+regularities.
+<p>
+<h4>22.2.8 Tight loops (PMMX)</h4><p>
+The branch prediction is not reliable in tiny loops where the pattern recognition mechanism 
+doesn't have time to update its data before the next branch is met. This means that simple 
+patterns, which would normally be predicted perfectly, are not recognized. Incidentally,
+some patterns which normally would not be recognized, are predicted perfectly in tight
+loops. For example, a loop which always repeats 6 times would have the branch pattern 
+111110 for the branch instruction at the bottom of the loop. This pattern would normally 
+have one or two mispredictions per iteration, but in a tight loop it has none. The same 
+applies to a loop which repeats 7 times. Most other repeat counts are predicted poorer in 
+tight loops than normally. This means that a loop which iterates 6 or 7 times should 
+preferably be tight, whereas other loops should preferably not be tight. You may unroll a 
+loop if necessary to make it less tight.
+<p>
+To find out whether a loop will behave as 'tight' on the PMMX you may follow the following
+rule of thumb: Count the number of instructions in the loop. If the number is 6 or less, then 
+the loop will behave as tight. If you have more than 7 instructions, then you can be 
+reasonably sure that the pattern recognition functions normally. Strangely enough, it doesn't 
+matter how many clock cycles each instruction takes, whether it has stalls, or whether it is 
+paired or not. Complex integer instructions do not count. A loop can have lots of complex 
+integer instructions and still behave as a tight loop. A complex integer instruction
+is a non-pairable integer instruction which always takes more than one clock cycle. Complex floating 
+point instructions and MMX instructions still count as one. Note, that this rule of thumb is 
+heuristic and not completely reliable. In important cases you may want to do your own 
+testing. You can use performance monitor counter number 35H for the PMMX to count
+branch mispredictions. Test results may not be completely deterministic, because branch 
+predictions may depend on the history of the BTB entry prior to allocation.
+<p>
+Tight loops on PPro, PII and PIII are predicted normally, and take minimum two clock cycles per
+iteration.
+<p>
+<h4>22.2.9 Indirect jumps and calls (PMMX, PPro, PII and PIII)</h4><p>
+There is no pattern recognition for indirect jumps and calls, and the BTB can remember no
+more than one target for an indirect jump. It is simply predicted to go to the same target as it 
+did last time.
+<p>
+<h4>22.2.10 JECXZ and LOOP (PMMX)</h4><p>
+There is no pattern recognition for these two instructions in the PMMX. They are simply 
+predicted to go the same way as last time they were executed. These two instructions 
+should be avoided in time-critical code for PMMX. (In PPro, PII and PIII they are predicted using
+pattern recognition, but the loop instruction is still inferior to <kbd>DEC ECX / JNZ</kbd>).
+<p>
+<h4>22.2.11 Returns (PMMX, PPro, PII and PIII)</h4><p>
+The PMMX, PPro, PII and PIII processors have a Return Stack Buffer (RSB) which is used for
+predicting return instructions. The RSB works as a First-In-Last-Out  buffer. Each time a 
+call instruction is executed, the corresponding return address is pushed into the RSB. And 
+each time a return instruction is executed, a return address is pulled out of the RSB and 
+used for prediction of the return. This mechanism makes sure that return instructions are 
+correctly predicted when the same subroutine is called from several different locations.
+<p>
+In order to make sure this mechanism works correctly, you must make sure that all calls 
+and returns are matched. Never jump out of a subroutine without a return and never use a
+return as an indirect jump if speed is critical.
+<p>
+The RSB can hold four entries in the PMMX, sixteen in the PPro, PII and PIII. In the case where
+the RSB is empty, the return instruction is predicted in the same way as an indirect jump, 
+i.e. it is expected to go to the same target as it did last time.
+<p>
+On the PMMX, when subroutines are nested deeper than four levels then the innermost
+four levels use the RSB, whereas all subsequent returns from the outer levels use the 
+simpler prediction mechanism as long as there are no new calls. A return instruction which 
+uses the RSB still occupies a BTB entry. Four entries in the RSB of the PMMX doesn't 
+sound of much, but it is probably sufficient. Subroutine nesting deeper than four levels is 
+certainly not unusual, but only the innermost levels matter in terms of speed, except 
+possibly for recursive procedures.
+<p>
+On the PPro, PII and PIII, when subroutines are nested deeper than sixteen levels then the
+innermost 16 levels use the RSB, whereas all subsequent returns from the outer levels are 
+mispredicted. Recursive subroutines should therefore not go deeper than 16 levels.
+<p>
+<h4>22.2.12 Static prediction in PMMX</h4><p>
+A control transfer instruction which has not been seen before or which is not in the BTB is 
+always predicted to fall through on the PMMX. It doesn't matter whether it goes forward or 
+backwards.
+<p>
+A branch instruction will not get a BTB entry if it always falls through. As soon as it is taken 
+once, it will get into the BTB and stay there no matter how many times it falls through. A 
+control transfer instruction can only go out of the BTB when it is pushed out by another 
+control transfer instruction which steals its BTB entry.
+<p>
+Any control transfer instruction which jumps to the address immediately following itself will
+not get a BTB entry. Example: <pre>
+        JMP SHORT LL
+LL:</pre><p>
+This instruction will never get a BTB entry and therefore always have a misprediction
+penalty.
+<p>
+<h4>22.2.13 Static prediction in PPro, PII and PIII</h4><p>
+On PPro, PII and PIII, a control transfer instruction which has not been seen before or which is
+not in the BTB is predicted to fall through if it goes forwards, and to be taken if it goes 
+backwards (e.g. a loop). Static prediction takes longer time than dynamic prediction on 
+these processors.
+<p>
+If your code is unlikely to be cached then it is preferred to have the most frequently 
+executed branch fall through in order to improve prefetching.
+<p>
+<h4>22.2.14 Close jumps (PMMX)</h4><p>
+On the PMMX, there is a risk that two control transfer instructions will share the same BTB 
+entry if they are too close to each other. The obvious result is that they will always be 
+mispredicted.
+<p>
+The BTB entry for a control transfer instruction is identified by bits 2-31 of the address of 
+the last byte in the instruction. If two control transfer instructions are so close together that 
+they differ only in bits 0-1 of the address, then we have the problem of a shared BTB entry. 
+Example:
+<pre>        CALL    P
+        JNC     SHORT L</pre><p>
+If the last byte of the <kbd>CALL</kbd> instruction and the last byte of the <kbd>JNC</kbd> instruction lie within the
+same dword of memory, then we have the penalty. You have to look at the output list file
+from the assembler to see whether the two addresses are separated by a DWORD boundary
+or not. (A DWORD boundary is an address divisible by 4).
+<p>
+There are various ways to solve this problem: <br>
+1. Move the code sequence a little up or down in memory so that you get a dword
+boundary between the two addresses.<br>
+2. Change the short jump to a near jump (with 4 bytes displacement) so that the end of the
+instruction is moved further down. There is no way you can force the assembler to use
+anything but the shortest form of an instruction so you have to hard-code the near
+branch if you choose this solution.<br>
+3. Put in some instruction between the <kbd>CALL</kbd> and the <kbd>JNC</kbd> instructions. This is the easiest
+method, and the only method if you don't know where DWORD boundaries are because
+your segment is not dword aligned or because the code keeps moving up and down as
+you make changes in the preceding code:<br>
+<pre>        CALL    P
+        MOV     EAX,EAX         ; two bytes filler to be safe
+        JNC     SHORT L</pre><p>
+If you want to avoid problems on the PPlain too, then put in two <kbd>NOP</kbd>'s instead to prevent
+pairing (see section 22.1.3 above).
+ <p>
+The <kbd>RET</kbd> instruction is particularly prone to this problem because it is only one byte long:
+<pre>        JNZ     NEXT
+        RET</pre><p>
+Here you may need up to three bytes of fillers:
+<pre>        JNZ     NEXT
+        NOP
+        MOV     EAX,EAX
+        RET</pre>
+<p>
+<h4>22.2.15 Consecutive calls or returns (PMMX)</h4><p>
+There is a penalty when the first instruction pair following the target label of a call contains
+another call instruction or if a return follows immediately after another return. Example:
+<pre>FUNC1   PROC    NEAR
+        NOP             ; avoid call after call
+        NOP
+        CALL    FUNC2
+        CALL    FUNC3
+        NOP             ; avoid return after return
+        RET
+FUNC1   ENDP</pre><p>
+Two <kbd>NOP</kbd>'s are required before <kbd>CALL FUNC2</kbd> because a single
+<kbd>NOP</kbd> would pair with the
+<kbd>CALL</kbd>. One <kbd>NOP</kbd> is enough before the <kbd>RET</kbd> because
+<kbd>RET</kbd> is unpairable. No <kbd>NOP</kbd>'s are required
+between the two <kbd>CALL</kbd> instructions because there is no penalty for call after return. (On the
+PPlain you would need two <kbd>NOP</kbd>'s here too).
+<p>
+The penalty for chained calls only occurs when the same subroutines are called from more 
+than one location (probably because the RSB needs updating). Chained returns always 
+have a penalty. There is sometimes a small stall for a jump after a call, but no penalty for 
+return after call; call after return; jump, call, or return after jump; or jump after return.
+<p>
+<h4>22.2.16 Chained jumps (PPro, PII and PIII)</h4><p>
+A jump, call, or return cannot be executed in the first clock cycle after a previous jump, call, 
+or return. Therefore, chained jumps will take two clock cycles for each jump, and you may 
+want to make sure that the processor has something else to do in parallel. For the same
+reason, a loop will take at least two clock cycles per iteration on these processors.
+<p>
+<h4>22.2.17 Designing for branch predictabiligy (PMMX, PPro, PII and PIII)</h4><p>
+Multiway branches (switch/case statements) are implemented either as an indirect jump 
+using a list of jump addresses, or as a tree of branch instructions. Since indirect jumps are 
+poorly predicted, the latter method may be preferred if easily predicted patterns can be 
+expected and you have enough BTB entries. In case you decide to use the former method, 
+then it is recommended that you put the list of jump addresses in the data segment.
+<p>
+You may want to reorganize your code so that branch patterns which are not predicted 
+perfectly can be replaced by other patterns which are. Consider, for example, a loop which 
+always executes 20 times. The conditional jump at the bottom of the loop is taken 19 times 
+and falls through every 20'th time. This pattern is regular, but not recognized by the pattern 
+recognition mechanism, so the fall-through is always mispredicted. You may make two 
+nested loops by four and five, or unroll the loop by four and let it execute 5 times, in order to 
+have only recognizable patterns. This kind of complicated schemes are only worth the extra
+code on the PPro, PII and PIII processors where mispredictions are very expensive. For higher
+loop counts there is no reason to do anything about the single misprediction.
+<p>
+<h3><a name="22_3">22.3. Avoiding jumps (all processors)</a></h3><p>
+There can be many reasons why you may want reduce the number of jumps, calls and 
+returns:
+<ul>
+<li>jump mispredictions are very expensive,
+<li>there are various penalties for consecutive or chained jumps, depending on the
+processor,
+<li>jump instructions may push one another out of the branch target buffer because of the
+random replacement algorithm,
+<li>a return takes 2 clocks on PPlain and PMMX, calls and returns generate 4 uops on
+PPro, PII and PIII.
+<li>on PPro, PII and PIII, instruction fetch may be delayed after a jump
+(chapter <a href="#15">15</a>), and
+retirement may be slightly less effective for taken jumps then for other uops
+(chapter <a href="#18">18</a>).
+</ul>
+<p>
+Calls and returns can be avoided by replacing small procedures with inline macros.
+And in many cases it is possible to reduce the number of jumps by restructuring
+your code. For example, a jump to a jump should be replaced by a jump to the final
+target. In some cases this is even possible with conditional jumps if the condition
+is the same or is known. A jump to a return can be replaced by a return. If you want
+to eliminate a return to a return, then you should not manipulate the stack pointer
+because that would interfere with the prediction mechanism of the return stack buffer.
+Instead, you can replace the preceding call with a jump. For example
+<kbd>CALL PRO1 / RET</kbd> can be replaced by <kbd>JMP PRO1</kbd> if
+<kbd>PRO1</kbd> ends with the same kind of <kbd>RET</kbd>.
+<p>
+You may also eliminate a jump by dublicating the code jumped to. This can be
+useful if you have a two-way branch inside a loop or before a return. Example:
+<pre>A:      CMP     [EAX+4*EDX],ECX
+        JE      B
+        CALL    X
+        JMP     C
+B:      CALL    Y
+C:      INC     EDX
+        JNZ     A
+        MOV     ESP, EBP
+        POP     EBP
+        RET</pre><p>
+The jump to <kbd>C</kbd> may be eliminated by dublicating the loop epilog:
+<pre>A:      CMP [EAX+4*EDX],ECX
+        JE      B
+        CALL    X
+        INC     EDX
+        JNZ     A
+        JMP     D
+B:      CALL    Y
+C:      INC     EDX
+        JNZ     A
+D:      MOV     ESP, EBP
+        POP     EBP
+        RET</pre><p>
+The most often executed branch should come first here. The jump to <kbd>D</kbd>
+is outside the loop and therefore less critical. If this jump is executed so often
+that it needs optimizing too, then replace it with the three instructions following
+<kbd>D</kbd>.
+<p>
+<h3><a name="22_4">22.4. Avoiding conditional jumps by using flags (all processors)</a></h3><p>
+The most important jumps to eliminate are conditional jumps, especially if
+they are poorly predictable. Sometimes it is possible to obtain the same effect
+as a branch by ingenious manipulation of bits and flags. For example you may
+calculate the absolute value of a signed number
+without branching:
+<pre>         CDQ
+         XOR EAX,EDX
+         SUB EAX,EDX</pre><p>
+(On PPlain and PMMX, use  <kbd>MOV EDX,EAX / SAR EDX,31</kbd> instead of <kbd>CDQ</kbd>).
+<p>
+The carry flag is particularly useful for this kind of tricks:<br>
+Setting carry if a value is zero:  <kbd>CMP [VALUE],1</kbd><br>
+Setting carry if a value is not zero:  <kbd>XOR EAX,EAX / CMP EAX,[VALUE]</kbd><br>
+Incrementing a counter if carry:  <kbd>ADC EAX,0</kbd><br>
+Setting a bit for each time the carry is set:  <kbd>RCL EAX,1</kbd><br>
+Generating a bit mask if carry is set:  <kbd>SBB EAX,EAX</kbd><br>
+Setting a bit on an arbitrary condition:  <kbd>SETcond AL</kbd><br>
+Setting all bits on an arbitrary condition:  <kbd>XOR EAX,EAX / SETNcond AL / DEC EAX</kbd><br>
+(remember to reverse the condition in the last example)
+<p>
+The following example finds the minimum of two unsigned numbers: if (b &lt; a) a = b;
+<pre>         SUB EBX,EAX
+         SBB ECX,ECX
+         AND ECX,EBX
+         ADD EAX,ECX</pre><p>
+The next example chooses between two numbers:  if (a != 0) a = b; else a = c;
+<pre>         CMP EAX,1
+         SBB EAX,EAX
+         XOR ECX,EBX
+         AND EAX,ECX
+         XOR EAX,EBX</pre><p>
+Whether or not such tricks are worth the extra code depends on how predictable a
+conditional jump would be, whether the extra pairing or scheduling opportunities of the branch-free code
+can be utilized, and whether there are other jumps following immediately after which could 
+suffer the penalties of consecutive jumps.
+<p>
+<h3><a name="22_5">22.5. Replacing conditional jumps by conditional moves (PPro, PII and PIII)</a></h3><p>
+The PPro, PII and PIII processors have conditional move instructions intended specifically for
+avoiding branches because branch misprediction is very time-consuming on these 
+processors. There are conditional move instructions for both integer and floating point 
+registers.  For code that will run only on these processors you may replace poorly 
+predictable branches with conditional moves whenever possible. If you want your code to 
+run on all processors then you may make two versions of the most critical parts of the code, 
+one for processors that support conditional move instructions and one for those that don't 
+(see chapter <a href="#27_10">27.10</a> for how to detect if conditional moves are supported).
+<p>
+The misprediction penalty for a branch may be so high that it is advantageous to replace it 
+with conditional moves even when it costs several extra instructions. But a conditional move 
+instruction has the disadvantage that it makes dependency chains longer. The conditional move
+waits for both register operands to be ready even
+though only one of them is needed. A conditional move is waiting for three operands to be 
+ready: the condition flag and the two move operands. You have to consider if any of these 
+three operands are likely to be delayed by dependency chains or cache misses. If the 
+condition flag is available long before the move operands then you may as well use a 
+branch, because a possible branch misprediction could be resolved while waiting for the 
+move operands. In situations where you have to wait long for a move operand that may not 
+be needed after all, the branch will be faster than the conditional move despite a possible 
+misprediction penalty. The opposite situation is when the condition flag is delayed while
+both move operands are available early. In this situation the conditional move is preferred
+over the branch if misprediction is likely.
+ 
+<p>
+<h2><a name="23">23</a>. Reducing code size (all processors)</h2><p>
+As explained in chapter <a href="#7">7</a>, the code cache is 8 or 16 kb. If you have problems keeping the 
+critical parts of your code within the code cache, then you may consider reducing the size of 
+your code.
+<p>
+ 32 bit code is usually bigger than 16 bit code because addresses and data constants take 4 
+bytes in 32 bit code and only 2 bytes in 16 bit code. However, 16 bit code has other 
+penalties such as prefixes and problems with accessing adjacent words simultaneously
+(see chapter 10.2 <a href="#imperfectpush">above</a>). Some other methods for reducing the size or your code are discussed
+below. 
+<p>
+Both jump addresses, data addresses, and data constants take less space if they can be
+expressed as a sign-extended byte, i.e. if they are within the interval from -128 to +127.
+<p>
+For jump addresses this means that short jumps take two bytes of code, whereas jumps
+beyond 127 bytes take 5 bytes if unconditional and 6 bytes if conditional.
+<p>
+Likewise, data addresses take less space if they can be expressed as a pointer and a
+displacement between -128 and +127.
+Example:<br>
+<kbd> MOV EBX,DS:[100000] / ADD EBX,DS:[100004]          ; 12 bytes</kbd><br>
+Reduce to:<br>
+<kbd> MOV EAX,100000 / MOV EBX,[EAX] / ADD EBX,[EAX+4]   ; 10 bytes</kbd>
+<p>
+The advantage of using a pointer obviously increases if you use it many times. Storing data 
+on the stack and using <kbd>EBP</kbd> or <kbd>ESP</kbd> as pointer will thus make your code smaller than if you
+use static memory locations and absolute addresses, provided of course that your data are 
+within +/-127 bytes of the pointer. Using <kbd>PUSH</kbd> and <kbd>POP</kbd> to write and read temporary data is
+even shorter.
+<p>
+ Data constants may also take less space if they are between -128 and +127. Most 
+instructions with immediate operands have a short form where the operand is a
+sign-extended single byte. Examples:
+<pre>    PUSH 200      ; 5 bytes
+    PUSH 100      ; 2 bytes
+ 
+    ADD EBX,128   ; 6 bytes
+    SUB EBX,-128  ; 3 bytes</pre><p>
+ 
+ The most important instruction with an immediate operand which doesn't have such a short 
+form is <kbd>MOV</kbd>.<br>
+Examples:
+<pre>    MOV EAX, 0              ; 5 bytes</pre><p>
+ May be changed to:<br>
+<pre>    XOR EAX,EAX             ; 2 bytes</pre><p>
+And
+<pre>    MOV EAX, 1              ; 5 bytes</pre><p>
+ May be changed to:
+<pre>    XOR EAX,EAX / INC EAX   ; 3 bytes</pre><p>
+or:
+<pre>    PUSH 1 / POP EAX        ; 3 bytes</pre><p>
+And
+<pre>    MOV EAX, -1             ; 5 bytes</pre><p>
+May be changed to:
+<pre>    OR EAX, -1              ; 3 bytes</pre>
+<p>
+If the same address or constant is used more than once then you may load it
+into a register. A <kbd>MOV</kbd>
+with a 4-byte immediate operand may sometimes be replaced by an arithmetic
+instruction if the value of the register before the <kbd>MOV</kbd> is known. Example:
+<pre>        MOV     [mem1],200             ; 10 bytes
+        MOV     [mem2],200             ; 10 bytes
+        MOV     [mem3],201             ; 10 bytes
+        MOV     EAX,100                ;  5 bytes
+        MOV     EBX,150                ;  5 bytes</pre><p>
+Assuming that <kbd>mem1</kbd> and <kbd>mem3</kbd> are both within -128/+127
+bytes of <kbd>mem2</kbd>, this may be changed to:
+<pre>        MOV     EBX, OFFSET mem2       ;  5 bytes
+        MOV     EAX,200                ;  5 bytes
+        MOV     [EBX+mem1-mem2],EAX    ;  3 bytes
+        MOV     [EBX],EAX              ;  2 bytes
+        INC     EAX                    ;  1 byte
+        MOV     [EBX+mem3-mem2],EAX    ;  3 bytes
+        SUB     EAX,101                ;  3 bytes
+        LEA     EBX,[EAX+50]           ;  3 bytes</pre><p>
+Be aware of the AGI stall in the <kbd>LEA</kbd> instruction (for PPlain and PMMX).
+<p>
+You may also consider that different instructions have different lengths. The following 
+instructions take only one byte and are therefore very attractive: 
+<kbd>PUSH reg</kbd>, <kbd>POP reg, INC reg32, DEC reg32</kbd>.<br>
+<kbd>INC</kbd> and <kbd>DEC</kbd> with 8 bit registers take 2 bytes, so
+<kbd>INC EAX</kbd> is shorter than <kbd>INC AL</kbd>.
+<p>
+<kbd>XCHG EAX,reg</kbd> is also a single-byte instruction and thus takes less space
+than <kbd>MOV EAX,reg</kbd>, but it is slower.
+<p>
+Some instructions take one byte less when they use the accumulator than when they use 
+any other register. <br>
+Examples:
+ 
+<pre>    MOV EAX,DS:[100000]  is smaller than  MOV EBX,DS:[100000]
+    ADD EAX,1000         is smaller than  ADD EBX,1000</pre><p>
+ 
+ Instructions with pointers take one byte less when they have only a base pointer
+ (not <kbd>ESP</kbd>)
+and a displacement than when they have a scaled index  register, or both base pointer and
+index register, or <kbd>ESP</kbd> as base pointer.  <br>
+Examples:
+<pre>    MOV EAX,[array][EBX]  is smaller than  MOV EAX,[array][EBX*4]
+    MOV EAX,[EBP+12]      is smaller than  MOV EAX,[ESP+12]</pre><p>
+ Instructions with <kbd>EBP</kbd> as base pointer and no displacement and no index take one byte more
+than with other registers:
+<pre>    MOV EAX,[EBX]    is smaller than  MOV EAX,[EBP],  but
+    MOV EAX,[EBX+4]  is same size as  MOV EAX,[EBP+4].</pre><p>
+ Instructions with a scaled index pointer and no base pointer must have a four byte
+displacement, even when it is 0:
+<pre>    LEA EAX,[EBX+EBX]  is shorter than  LEA EAX,[2*EBX].</pre>
+<p>
+<h2><a name="24">24</a>. Scheduling floating point code (PPlain and PMMX)</h2><p>
+Floating point instructions cannot pair the way integer instructions can, except for one
+special case, defined by the following rules:
+<ul>
+<li>the first instruction (executing in the U-pipe) must be <kbd>FLD, FADD, FSUB, FMUL,
+FDIV, FCOM, FCHS,</kbd> or <kbd>FABS</kbd>.
+<li>the second instruction (in V-pipe) must be <kbd>FXCH</kbd>
+<li>the instruction following the <kbd>FXCH</kbd> must be a floating point instruction, otherwise the
+<kbd>FXCH</kbd> will pair imperfectly and take an extra clock cycle.
+</ul><p>
+This special pairing is important, as will be explained shortly.
+<p>
+While floating point instructions in general cannot be paired, many can be pipelined, i.e. one
+instruction can begin before the previous instruction has finished. Example:
+<pre>    FADD ST(1),ST(0)   ; clock cycle 1-3
+    FADD ST(2),ST(0)   ; clock cycle 2-4
+    FADD ST(3),ST(0)   ; clock cycle 3-5
+    FADD ST(4),ST(0)   ; clock cycle 4-6</pre><p>
+Obviously, two instructions cannot overlap if the second instruction needs the result of the
+first. Since almost all floating point instructions involve the top of stack register,
+<kbd>ST(0)</kbd>, there are seemingly not very many possibilities for making an instruction independent of the 
+result of previous instructions. The solution to this problem is register renaming. The <kbd>FXCH</kbd>
+instruction does not in reality swap the contents of two registers, it only swaps their names. 
+Instructions which push or pop the register stack also work by renaming. Floating point 
+register renaming has been highly optimized on the Pentiums so that a register may be 
+renamed while in use. Register renaming never causes stalls - it is even possible to rename
+a register more than once in the same clock cycle, as for example when you pair <kbd>FLD</kbd> or
+<kbd>FCOMPP</kbd> with <kbd>FXCH</kbd>.
+<p>
+By the proper use of <kbd>FXCH</kbd> instructions you may obtain a lot of overlapping in your floating
+point code. Example:
+<pre>    FLD     [a1]    ; clock cycle 1
+    FADD    [a2]    ; clock cycle 2-4
+    FLD     [b1]    ; clock cycle 3
+    FADD    [b2]    ; clock cycle 4-6
+    FLD     [c1]    ; clock cycle 5
+    FADD    [c2]    ; clock cycle 6-8
+    FXCH    ST(2)   ; clock cycle 6
+    FADD    [a3]    ; clock cycle 7-9
+    FXCH    ST(1)   ; clock cycle 7
+    FADD    [b3]    ; clock cycle 8-10
+    FXCH    ST(2)   ; clock cycle 8
+    FADD    [c3]    ; clock cycle 9-11
+    FXCH    ST(1)   ; clock cycle 9
+    FADD    [a4]    ; clock cycle 10-12
+    FXCH    ST(2)   ; clock cycle 10
+    FADD    [b4]    ; clock cycle 11-13
+    FXCH    ST(1)   ; clock cycle 11
+    FADD    [c4]    ; clock cycle 12-14
+    FXCH    ST(2)   ; clock cycle 12</pre><p>
+In the above example we are interleaving three independent threads. Each <kbd>FADD</kbd> takes 3
+clock cycles, and we can start a new <kbd>FADD</kbd> in each clock cycle. When we have started an
+<kbd>FADD</kbd> in the 'a' thread we have time to start two new <kbd>FADD</kbd>
+instructions in the '<kbd>b</kbd>' and '<kbd>c</kbd>'
+threads before returning to the '<kbd>a</kbd>' thread, so every third
+<kbd>FADD</kbd> belongs to the same thread.
+We are using <kbd>FXCH</kbd> instructions every time to get the register that belongs to the desired
+thread into <kbd>ST(0)</kbd>. As you can see in the example above, this generates a regular pattern,
+but note well that the <kbd>FXCH</kbd> instructions repeat with a period of two while the threads have a
+period of three. This can be quite confusing, so you have to 'play computer' in order to know
+which registers are where.
+<p>
+All versions of the instructions <kbd>FADD, FSUB, FMUL,</kbd> and
+<kbd>FILD</kbd> take 3 clock cycles and are
+able to overlap, so that these instructions may be scheduled using the method described
+above. Using a memory operand does not take more time than a register operand if the
+memory operand is in the level 1 cache and properly aligned.
+<p>
+By now you must be used to rules having exceptions, and the overlapping rule is no
+exception: You cannot start an <kbd>FMUL</kbd> instruction one clock cycle
+after another <kbd>FMUL</kbd>
+instruction, because the <kbd>FMUL</kbd> circuitry is not perfectly pipelined.
+It is recommended that you
+put another instruction in between two <kbd>FMUL</kbd>'s. Example:
+<pre>    FLD     [a1]    ; clock cycle 1
+    FLD     [b1]    ; clock cycle 2
+    FLD     [c1]    ; clock cycle 3
+    FXCH    ST(2)   ; clock cycle 3
+    FMUL    [a2]    ; clock cycle 4-6
+    FXCH            ; clock cycle 4
+    FMUL    [b2]    ; clock cycle 5-7    (stall)
+    FXCH    ST(2)   ; clock cycle 5
+    FMUL    [c2]    ; clock cycle 7-9    (stall)
+    FXCH            ; clock cycle 7
+    FSTP    [a3]    ; clock cycle 8-9
+    FXCH            ; clock cycle 10     (unpaired)
+    FSTP    [b3]    ; clock cycle 11-12
+    FSTP    [c3]    ; clock cycle 13-14</pre><p>
+Here you have a stall before <kbd>FMUL [b2]</kbd> and before <kbd>FMUL [c2]</kbd>
+because another <kbd>FMUL</kbd>
+started in the preceding clock cycle. You can improve this code by putting
+<kbd>FLD</kbd> instructions in between the <kbd>FMUL</kbd>'s:
+<pre>    FLD     [a1]    ; clock cycle 1
+    FMUL    [a2]    ; clock cycle 2-4
+    FLD     [b1]    ; clock cycle 3
+    FMUL    [b2]    ; clock cycle 4-6
+    FLD     [c1]    ; clock cycle 5
+    FMUL    [c2]    ; clock cycle 6-8
+    FXCH    ST(2)   ; clock cycle 6
+    FSTP    [a3]    ; clock cycle 7-8
+    FSTP    [b3]    ; clock cycle 9-10
+    FSTP    [c3]    ; clock cycle 11-12</pre><p>
+In other cases you may put <kbd>FADD, FSUB</kbd>, or anything else in
+between <kbd>FMUL</kbd>'s to avoid the stalls.
+<p>
+Overlapping floating point instructions requires of course that you have some independent 
+threads that you can interleave. If you have only one big  formula to execute, then you may
+compute parts of the formula in parallel to  achieve overlapping. If, for example, you want to 
+add six numbers, then you may split the operations into two threads with three numbers in 
+each, and add the two threads in the end:
+
+<pre>    FLD     [a]     ; clock cycle 1
+    FADD    [b]     ; clock cycle 2-4
+    FLD     [c]     ; clock cycle 3
+    FADD    [d]     ; clock cycle 4-6
+    FXCH            ; clock cycle 4
+    FADD    [e]     ; clock cycle 5-7
+    FXCH            ; clock cycle 5
+    FADD    [f]     ; clock cycle 7-9    (stall)
+    FADD            ; clock cycle 10-12  (stall)</pre><p>
+
+Here we have a one clock stall before <kbd>FADD [f]</kbd> because it is waiting
+for the result of <kbd>FADD [d]</kbd> and a two clock stall before the last
+<kbd>FADD</kbd> because it is waiting for the result of
+<kbd>FADD [f]</kbd>. The latter stall can be hidden by filling in some integer
+instructions, but the first stall can not because an integer instruction at
+this place would make the <kbd>FXCH</kbd> pair imperfectly.
+<p>
+The first stall can be avoided by having three threads rather than two, but
+that would cost an extra <kbd>FLD</kbd> so we do not save anything by having
+three threads rather than two unless there are at least eight numbers to add.
+<p>
+Not all floating point instructions can overlap. And some floating point
+instructions can overlap more subsequent integer instructions than subsequent
+floating point instructions. The <kbd>FDIV</kbd> instruction, for example,
+takes 39 clock cycles. All but the first clock cycle can
+overlap with integer instructions, but only the last two clock cycles can
+overlap with floating point instructions. Example:
+<pre> FDIV         ; clock cycle 1-39  (U-pipe)
+ FXCH         ; clock cycle 1-2   (V-pipe, imperfect pairing)
+ SHR EAX,1    ; clock cycle 3     (U-pipe)
+ INC EBX      ; clock cycle 3     (V-pipe)
+ CMC          ; clock cycle 4-5   (non-pairable)
+ FADD [x]     ; clock cycle 38-40 (U-pipe, waiting while FPU busy)
+ FXCH         ; clock cycle 38    (V-pipe)
+ FMUL [y]     ; clock cycle 40-42 (U-pipe, waiting for result of FDIV)</pre><p>
+The first <kbd>FXCH</kbd> pairs with the <kbd>FDIV</kbd>, but takes an extra
+clock cycle because it is not followed by a floating point instruction.
+The <kbd>SHR / INC</kbd> pair starts before the <kbd>FDIV</kbd> is finished, but
+has to wait for the <kbd>FXCH</kbd> to finish. The <kbd>FADD</kbd> has to wait
+till clock 38 because new floating point instructions can only execute during
+the last two clock cycles of the <kbd>FDIV</kbd>. The second <kbd>FXCH</kbd>
+pairs with the <kbd>FADD</kbd>. The <kbd>FMUL</kbd> has to wait for the <kbd>FDIV</kbd>
+to finish because it uses the result of the division.
+<p>
+If you have nothing else to put in after a floating point instruction with a
+large integer overlap, such as <kbd>FDIV</kbd> or <kbd>FSQRT</kbd>, then you
+may put in a dummy read from an address which you expect to need later in
+the program to make sure it is in the level one cache. Example:
+<pre>        FDIV    QWORD PTR [EBX]
+        CMP     [ESI],ESI
+        FMUL    QWORD PTR [ESI]</pre><p>
+Here we use the integer overlap to pre-load the value at <kbd>[ESI]</kbd> into
+the cache while the <kbd>FDIV</kbd> is being computed (we don't care what
+the result of the <kbd>CMP</kbd> is).
+<p>
+Chapter <a href="#28">28</a> gives a complete listing of floating point instructions, and
+what they can pair or overlap with.
+<p>
+There is no penalty for using a memory operand on floating point instuctions
+because the arithmetic unit is one step later in the pipeline than the read
+unit. The tradeoff of this comes when you store floating point data to memory.
+The <kbd>FST</kbd> or <kbd>FSTP</kbd> instruction with a memory
+operand takes two clock cycles in the execution stage, but it needs the data one clock 
+earlier so you will get a one clock stall if the value to store is not ready one clock cycle in
+advance. This is analogous to an AGI stall. Example:
+<pre>    FLD     [a1]    ; clock cycle 1
+    FADD    [a2]    ; clock cycle 2-4
+    FLD     [b1]    ; clock cycle 3
+    FADD    [b2]    ; clock cycle 4-6
+    FXCH            ; clock cycle 4
+    FSTP    [a3]    ; clock cycle 6-7
+    FSTP    [b3]    ; clock cycle 8-9</pre><p>
+
+The <kbd>FSTP [a3]</kbd> stalls for one clock cycle because the result of
+<kbd>FADD [a2]</kbd> is not ready
+in the preceding clock cycle. In many cases you cannot hide  this type of stall without 
+scheduling your floating point code into four threads or putting some integer instructions in
+between. The two clock cycles in the execution stage of the <kbd>FST(P)</kbd> instruction cannot pair
+or overlap with any subsequent instructions.
+<p>
+Instructions with integer operands such as <kbd>FIADD, FISUB, FIMUL, FIDIV, FICOM</kbd> may
+be split up into simpler operations in order to improve overlapping. Example:
+<pre>    FILD    [a]     ; clock cycle 1-3
+    FIMUL   [b]     ; clock cycle 4-9</pre><p>
+Split up into:
+<pre>    FILD    [a]     ; clock cycle 1-3
+    FILD    [b]     ; clock cycle 2-4
+    FMUL            ; clock cycle 5-7</pre><p>
+In this example, you save two clocks by overlapping the two FILD instructions.
+<p>
+<h2><a name="25">25</a>. Loop optimization (all processors)</h2><p>
+When analyzing a program you often find that most of the time consumption lies in the
+innermost loop. The way to improve the speed is to carefully optimize the most
+time-consuming loop using assembly language. The rest of the program may be left in high-level
+language.
+<p>
+In all the following examples it is assumed that all data are in the level 1 cache. If the speed 
+is limited by cache misses then there is no reason to optimize the instructions. Rather, you 
+should concentrate on organizing your data in a way that minimizes cache misses (see
+chapter <a href="#7">7</a>).
+<p>
+<h3><a name="25_1">25.1. Loops in PPlain and PMMX</a></h3><p>
+A loop generally contains a counter controlling how many times to iterate, and often array 
+access reading or writing one array element for each iteration. I have chosen as example a 
+procedure which reads integers from an array, changes the sign of each integer, and stores 
+the results in another array.
+<p>
+A C language code for this procedure would be:
+<pre>void ChangeSign (int * A, int * B, int N) {
+  int i;
+  for (i=0; i&lt;N; i++) B[i] = -A[i];}</pre>
+<p>
+Translating to assembly, we might write the procedure like this:
+<p>
+<h4>Example 1.1:</h4><p>
+<pre>_ChangeSign PROC NEAR
+        PUSH    ESI
+        PUSH    EDI
+A       EQU     DWORD PTR [ESP+12]
+B       EQU     DWORD PTR [ESP+16]
+N       EQU     DWORD PTR [ESP+20]
+        MOV     ECX, [N]
+        JECXZ   L2
+        MOV     ESI, [A]
+        MOV     EDI, [B]
+        CLD
+L1:     LODSD
+        NEG     EAX
+        STOSD
+        LOOP    L1
+L2:     POP     EDI
+        POP     ESI
+        RET                     ; (no extra pop if _cdecl calling convention)
+_ChangeSign     ENDP</pre><p>
+This looks like a nice solution, but it is not optimal because it uses slow non-pairable
+instructions. It takes 11 clock cycles per iteration if all data are in the level one cache.
+<p>
+<h4>Using pairable instructions only (PPlain and PMMX)</h4>
+<h4>Example 1.2:</h4><p>
+<pre>        MOV     ECX, [N]
+        MOV     ESI, [A]
+        TEST    ECX, ECX
+        JZ      SHORT L2
+        MOV     EDI, [B]
+L1:     MOV     EAX, [ESI]       ; u
+        XOR     EBX, EBX         ; v (pairs)
+        ADD     ESI, 4           ; u
+        SUB     EBX, EAX         ; v (pairs)
+        MOV     [EDI], EBX       ; u
+        ADD     EDI, 4           ; v (pairs)
+        DEC     ECX              ; u
+        JNZ     L1               ; v (pairs)
+L2:</pre><p>
+Here we have used pairable instructions only, and scheduled the instructions so that
+everything pairs. It now takes only 4 clock cycles per iteration. We could have obtained the
+same speed without splitting the NEG  instruction, but the other unpairable instructions
+should be split up.
+<p>
+<h4>Using the same register for counter and index</h4>
+<h4>Example 1.3:</h4><p>
+<pre>        MOV     ESI, [A]
+        MOV     EDI, [B]
+        MOV     ECX, [N]
+        XOR     EDX, EDX
+        TEST    ECX, ECX
+        JZ      SHORT L2
+L1:     MOV     EAX, [ESI+4*EDX]          ; u
+        NEG     EAX                       ; u
+        MOV     [EDI+4*EDX], EAX          ; u
+        INC     EDX                       ; v (pairs)
+        CMP     EDX, ECX                  ; u
+        JB      L1                        ; v (pairs)
+L2:</pre><p>
+Using the same register for counter and index gives us fewer instructions in the body of the
+loop, but it still takes 4 clocks because we have two unpaired instructions.
+<p>
+<h4>Letting the counter end at zero (PPlain and PMMX)</h4><p>
+We want to get rid of the <kbd>CMP</kbd> instruction in example 1.3 by letting the  counter end at zero
+and use the zero flag for detecting when we are finished as we did in example 1.2. One way
+to do this would be to execute the loop backwards taking the last array elements first. 
+However, data caches are optimized for accessing data forwards, not backwards, so if
+cache misses are likely, then you should rather start the counter at -N and count through
+negative values up to zero. The base registers should then point to the end of the arrays
+rather than the beginning:
+<p>
+<h4>Example 1.4:</h4><p>
+<pre>        MOV     ESI, [A]
+        MOV     EAX, [N]
+        MOV     EDI, [B]
+        XOR     ECX, ECX
+        LEA     ESI, [ESI+4*EAX]          ; point to end of array A
+        SUB     ECX, EAX                  ; -N
+        LEA     EDI, [EDI+4*EAX]          ; point to end of array B
+        JZ      SHORT L2
+L1:     MOV     EAX, [ESI+4*ECX]          ; u
+        NEG     EAX                       ; u
+        MOV     [EDI+4*ECX], EAX          ; u
+        INC     ECX                       ; v (pairs)
+        JNZ     L1                        ; u
+L2:</pre><p>
+We are now down at five instructions in the loop body but it still takes 4 clocks because of
+poor pairing. (If the addresses and sizes of the arrays are constants we may save two
+registers by substituting <kbd>A+SIZE A</kbd> for <kbd>ESI</kbd>
+and <kbd>B+SIZE B</kbd> for <kbd>EDI</kbd>). Now let's see how we
+can improve pairing.
+<p>
+<h4>Pairing calculations with loop overhead (PPlain and PMMX)</h4><p>
+We may want to improve pairing by intermingling calculations with the loop control
+instructions. If we want to put something in between <kbd>INC ECX</kbd>
+and <kbd>JNZ L1</kbd>, it has to be
+something that doesn't affect the zero flag. The <kbd>MOV [EDI+4*ECX],EBX</kbd>
+instruction after <kbd>INC ECX</kbd> would generate an AGI delay, so we have
+to be more ingenious:
+<p>
+<h4>Example 1.5:</h4><p>
+<pre>        MOV     EAX, [N]
+        XOR     ECX, ECX
+        SHL     EAX, 2                    ; 4 * N
+        JZ      SHORT L3
+        MOV     ESI, [A]
+        MOV     EDI, [B]
+        SUB     ECX, EAX                  ; - 4 * N
+        ADD     ESI, EAX                  ; point to end of array A
+        ADD     EDI, EAX                  ; point to end of array B
+        JMP     SHORT L2
+L1:     MOV     [EDI+ECX-4], EAX          ; u
+L2:     MOV     EAX, [ESI+ECX]            ; v (pairs)
+        XOR     EAX, -1                   ; u
+        ADD     ECX, 4                    ; v (pairs)
+        INC     EAX                       ; u
+        JNC     L1                        ; v (pairs)
+        MOV     [EDI+ECX-4], EAX
+L3:</pre><p>
+I have used a different way to calculate the negative of <kbd>EAX</kbd> here:
+inverting all bits and adding one. The reason why I am using this method is
+that I can use a dirty trick with the
+<kbd>INC</kbd> instruction: <kbd>INC</kbd> doesn't change the carry flag,
+whereas <kbd>ADD</kbd> does. I am using <kbd>ADD</kbd>
+rather than <kbd>INC</kbd> to increment my loop counter and testing the carry
+flag rather than the zero
+flag. It is then possible to put the <kbd>INC EAX</kbd> in between without
+affecting the carry flag. You
+may think that we could have used <kbd>LEA EAX,[EAX+1]</kbd> here instead of
+<kbd>INC EAX</kbd>, at least
+that doesn't change any flags, but the <kbd>LEA</kbd> instruction would have
+an AGI stall so that's not
+the best solution. Note that the trick with the <kbd>INC</kbd> instruction
+not changing the carry flag is useful only on PPlain and PMMX, but will
+cause a partial flags stall on PPro, PII and PIII.
+<p>
+I have obtained perfect pairing here and the loop now takes only 3 clock cycles.
+Whether you want to increment the loop counter by 1 (as in example 1.4) or by 4
+(as in example 1.5) is a matter of taste, it makes no difference in loop timing.
+<p>
+<h4>Overlapping the end of one operation with the beginning of the next (PPlain and PMMX)</h4><p>
+The method used in example 1.5 is not very generally applicable so we may look for other
+methods of improving pairing opportunities. One way is to reorganize the loop so that the
+end of one operation overlaps with the beginning of the next. I will call this convoluting the
+loop. A convoluted loop has an unfinished operation at the end of each loop iteration which
+will be finished in the next run. Actually, example 1.5 did pair the last <kbd>MOV</kbd> of one iteration
+with the first <kbd>MOV</kbd> of the next, but we want to explore this method further:
+<p>
+<h4>Example 1.6:</h4><p>
+<pre>        MOV     ESI, [A]
+        MOV     EAX, [N]
+        MOV     EDI, [B]
+        XOR     ECX, ECX
+        LEA     ESI, [ESI+4*EAX]          ; point to end of array A
+        SUB     ECX, EAX                  ; -N
+        LEA     EDI, [EDI+4*EAX]          ; point to end of array B
+        JZ      SHORT L3
+        XOR     EBX, EBX
+        MOV     EAX, [ESI+4*ECX]
+        INC     ECX
+        JZ      SHORT L2
+L1:     SUB     EBX, EAX                  ; u
+        MOV     EAX, [ESI+4*ECX]          ; v (pairs)
+        MOV     [EDI+4*ECX-4], EBX        ; u
+        INC     ECX                       ; v (pairs)
+        MOV     EBX, 0                    ; u
+        JNZ     L1                        ; v (pairs)
+L2:     SUB     EBX, EAX
+        MOV     [EDI+4*ECX-4], EBX
+L3:</pre><p>
+
+Here we begin reading the second value before we have stored the first, and
+this of course improves pairing opportunities. The <kbd>MOV EBX,0</kbd>
+instruction has been put in between <kbd>INC ECX</kbd> and <kbd>JNZ L1</kbd>
+not to improve pairing but to avoid AGI stall.
+<p>
+<h4>Rolling out a loop (PPlain and PMMX)</h4><p>
+The most generally applicable way to improve pairing opportunities is to do two operations
+for each run and do half as many runs. This is called rolling out a loop:
+<p>
+<h4>Example 1.7:</h4><p>
+<pre>        MOV     ESI, [A]
+        MOV     EAX, [N]
+        MOV     EDI, [B]
+        XOR     ECX, ECX
+        LEA     ESI, [ESI+4*EAX]          ; point to end of array A
+        SUB     ECX, EAX                  ; -N
+        LEA     EDI, [EDI+4*EAX]          ; point to end of array B
+        JZ      SHORT L2
+        TEST    AL,1                      ; test if N is odd
+        JZ      SHORT L1
+        MOV     EAX, [ESI+4*ECX]          ; N is odd. do the odd one
+        NEG     EAX
+        MOV     [EDI+4*ECX], EAX
+        INC     ECX                       ; make counter even
+        JZ      SHORT L2                  ; N = 1
+L1:     MOV     EAX, [ESI+4*ECX]          ; u
+        MOV     EBX, [ESI+4*ECX+4]        ; v (pairs)
+        NEG     EAX                       ; u
+        NEG     EBX                       ; u
+        MOV     [EDI+4*ECX], EAX          ; u
+        MOV     [EDI+4*ECX+4], EBX        ; v (pairs)
+        ADD     ECX, 2                    ; u
+        JNZ     L1                        ; v (pairs)
+L2:</pre>
+<p>
+Now we are doing two operations in parallel which gives the best pairing opportunities. We
+have to test if <kbd>N</kbd> is odd and if so do one operation outside the loop because the loop can
+only do an even number of operations.
+<p>
+The loop has an AGI stall at the first <kbd>MOV</kbd> instruction because
+<kbd>ECX</kbd> has been incremented in
+the preceding clock cycle. The loop therefore takes 6 clock cycles for two operations.
+<p>
+<h4>Reorganizing a loop to remove AGI stall (PPlain and PMMX)</h4>
+<h4>Example 1.8:</h4><p>
+<pre>        MOV     ESI, [A]
+        MOV     EAX, [N]
+        MOV     EDI, [B]
+        XOR     ECX, ECX
+        LEA     ESI, [ESI+4*EAX]          ; point to end of array A
+        SUB     ECX, EAX                  ; -N
+        LEA     EDI, [EDI+4*EAX]          ; point to end of array B
+        JZ      SHORT L3
+        TEST    AL,1                      ; test if N is odd
+        JZ      SHORT L2
+        MOV     EAX, [ESI+4*ECX]          ; N is odd. do the odd one
+        NEG     EAX                       ; no pairing opportunity
+        MOV     [EDI+4*ECX-4], EAX
+        INC     ECX                       ; make counter even
+        JNZ     SHORT L2
+        NOP                       ; add NOP's if JNZ L2 not predictable
+        NOP
+        JMP     SHORT L3                  ; N = 1
+L1:     NEG     EAX                       ; u
+        NEG     EBX                       ; u
+        MOV     [EDI+4*ECX-8], EAX        ; u
+        MOV     [EDI+4*ECX-4], EBX        ; v (pairs)
+L2:     MOV     EAX, [ESI+4*ECX]          ; u
+        MOV     EBX, [ESI+4*ECX+4]        ; v (pairs)
+        ADD     ECX, 2                    ; u
+        JNZ     L1                        ; v (pairs)
+        NEG     EAX
+        NEG     EBX
+        MOV     [EDI+4*ECX-8], EAX
+        MOV     [EDI+4*ECX-4], EBX
+L3:</pre>
+<p>
+The trick is to find a pair of instructions that do not use the loop counter as index and
+reorganize the loop so that the counter is incremented in the preceding clock cycle. We are
+now down at 5 clock cycles for two operations which is close to the best possible.
+<p>
+If data caching is critical, then you may improve the speed further by
+interleaving the <kbd>A</kbd> and <kbd>B</kbd> arrays into one structured array
+so that each <kbd>B[i]</kbd> comes immediately after the
+corresponding <kbd>A[i]</kbd>. If the structured array is aligned by at least
+8 then <kbd>B[i]</kbd> will always be
+in the same cache line as <kbd>A[i]</kbd>, so you will never have a cache
+miss when writing <kbd>B[i]</kbd>.
+This may of course have a tradeoff in other parts of the program so you
+have to weigh the costs against the benefits.
+<p>
+<h4>Rolling out by more than 2 (PPlain and PMMX)</h4><p>
+You may think of doing more than two operations per iteration in order to  reduce the loop
+overhead per operation. But since the loop overhead in most cases can be reduced to only 
+one clock cycle per iteration, then rolling out the loop by 4 rather than by 2 would only save
+1/4 clock cycle per operation, which is hardly worth the effort. Only if the loop overhead 
+cannot be reduced to one clock cycle and if N is very big, should you think of unrolling by 4.
+<p>
+The drawbacks of excessive loop unrolling are:
+<ol>
+<li>You need to calculate N MODULO R, where R is the unrolling factor, and do N
+MODULO R operations before or after the main loop in order to make the remaining
+number of operations divisible by R. This takes a lot of extra code and poorly predictable
+branches. And the loop body of course also becomes bigger.
+<li>A Piece of code usually takes much more time the first time it executes, and the penalty
+of first time execution is bigger the more code you have, especially if N is small.
+<li>Excessive code size makes the utilization of the code cache less effective.
+</ol>
+<p>
+<h4>Handling multiple 8 or 16 bit operands simultaneously in 32 bit registers (PPlain and PMMX)</h4><p>
+If you need to manipulate arrays of 8 or 16 bit operands, then there is a problem with 
+unrolled loops because you may not be able to pair two memory  access operations. For 
+example <kbd>MOV AL,[ESI] / MOV BL,[ESI+1]</kbd> will not pair if the two operands are within
+the same dword of memory. But there may be a  much smarter method, namely to handle 
+four bytes at a time in the same 32 bit register.
+<p>
+The following example adds 2 to all elements of an array of bytes:
+<p>
+<h4>Example 1.9:</h4><p>
+<pre>        MOV     ESI, [A]         ; address of byte array
+        MOV     ECX, [N]         ; number of elements in byte array
+        TEST    ECX, ECX         ; test if N is 0
+        JZ      SHORT L2
+        MOV     EAX, [ESI]       ; read first four bytes
+L1:     MOV     EBX, EAX         ; copy into EBX
+        AND     EAX, 7F7F7F7FH   ; get lower 7 bits of each byte in EAX
+        XOR     EBX, EAX         ; get the highest bit of each byte
+        ADD     EAX, 02020202H   ; add desired value to all four bytes
+        XOR     EBX, EAX         ; combine bits again
+        MOV     EAX, [ESI+4]     ; read next four bytes
+        MOV     [ESI], EBX       ; store result
+        ADD     ESI, 4           ; increment pointer
+        SUB     ECX, 4           ; decrement loop counter
+        JA      L1               ; loop
+L2:</pre><p>
+This loop takes 5 clock cycles for every 4 bytes. The array should of course  be aligned by 
+4. If the number of elements in the array is not divisible by  four, then you may padd it in the
+end with a few extra bytes to make the length divisible by four. This loop will always read 
+past the end of the array, so you should make sure the array is not placed at the end of a 
+segment to avoid a general protection error.
+<p>
+Note that I have masked out the highest bit of each byte to avoid a possible  carry from 
+each byte into the next when adding. I am using <kbd>XOR</kbd> rather than
+<kbd>ADD</kbd> when putting in the high bit again to avoid carry.
+<p>
+The <kbd>ADD ESI,4</kbd> instruction could have been avoided by using the loop counter as index
+as in example 1.4. However, this would give an odd number of  instructions in the loop
+body, so there would be one unpaired instruction and the loop would still take 5 clocks. 
+Making the branch instruction unpaired would save one clock after the last operation when 
+the branch is  mispredicted, but we would have to spend an extra clock cycle in the prolog 
+code to setup a pointer to the end of the array and calculate -N, so the two methods will be 
+exactly equally fast. The method presented here is the simplest and shortest.  
+<p>
+The next example finds the length of a zero-terminated string by searching
+for the first byte of zero. It is faster than using <kbd>REP SCASB</kbd>:
+<p>
+<h4><a name="1-10">Example 1.10:</a></h4><p>
+<pre>STRLEN  PROC    NEAR
+        MOV     EAX,[ESP+4]               ; get pointer
+        MOV     EDX,7
+        ADD     EDX,EAX                   ; pointer+7 used in the end
+        PUSH    EBX
+        MOV     EBX,[EAX]                 ; read first 4 bytes
+        ADD     EAX,4                     ; increment pointer
+L1:     LEA     ECX,[EBX-01010101H]       ; subtract 1 from each byte
+        XOR     EBX,-1                    ; invert all bytes
+        AND     ECX,EBX                   ; and these two
+        MOV     EBX,[EAX]                 ; read next 4 bytes
+        ADD     EAX,4                     ; increment pointer
+        AND     ECX,80808080H             ; test all sign bits
+        JZ      L1                        ; no zero bytes, continue loop
+        TEST    ECX,00008080H             ; test first two bytes
+        JNZ     SHORT L2
+        SHR     ECX,16                    ; not in the first 2 bytes
+        ADD     EAX,2
+L2:     SHL     CL,1                      ; use carry flag to avoid a branch
+        POP     EBX
+        SBB     EAX,EDX                   ; compute length
+        RET
+STRLEN  ENDP</pre><p>
+Again we have used the method of overlapping the end of one operation with the beginning
+of the next to improve pairing. I have not unrolled the loop because it is likely to repeat
+relatively few times. The string should of  course be aligned by 4. The code will always read 
+past the end of the  string, so the string should not be placed at the end of a segment.
+<p>
+The loop body has an odd number of instructions so there is one unpaired. Making the
+branch instruction unpaired rather than one of the other instructions has the advantage that 
+it saves 1 clock cycle when the branch is mispredicted.
+<p>
+The <kbd>TEST ECX,00008080H</kbd> instruction is non-pairable. You could use the  pairable
+instruction <kbd>OR CH,CL</kbd> here instead, but then you would have to put
+in a <kbd>NOP</kbd> or something to avoid the penalties of consecutive branches.
+Another problem with <kbd>OR CH,CL</kbd> is that it
+would cause a partial register stall on a PPro, PII and PIII. So I have chosen to keep the
+unpairable <kbd>TEST</kbd> instruction.
+<p>
+Handling 4 bytes simultaneously can be quite difficult. The code uses a formula which 
+generates a nonzero value for a byte if, and only if, the byte is zero. This makes it possible
+to test all four bytes in one operation. This algorithm involves the subtraction of 1 from all 
+bytes (in the <kbd>LEA</kbd> instruction). I have not masked out the highest bit of each byte before
+subtracting, as I did in the previous example, so the subtraction may generate a borrow to 
+the next byte, but only if it is zero, and this is  exactly the situation where we don't care what 
+the next byte is, because we  are searching forwards for the first zero. If we were searching 
+backwards  then we would have to re-read the dword after detecting a zero, and then test all 
+four bytes to find the last zero, or use <kbd>BSWAP</kbd> to reverse the order of the bytes.
+<p>
+If you want to search for a byte value other than zero, then you may <kbd>XOR</kbd> all four bytes
+with the value you are searching for, and then use the method above to search for zero.
+<p>
+<h4>Loops with MMX operations (PMMX)</h4><p>
+Handling multiple operands in the same register is easier on the MMX processors because
+they have special instructions and special 64 bit registers for exactly this purpose.
+<p>
+Returning to the problem of adding two to all bytes in an array, we may take advantage of
+the MMX instructions:
+<h4>Example 1.11:</h4><p>
+<pre>.data
+ALIGN   8
+ADDENTS DQ      0202020202020202h       ; specify byte to add eight times
+A       DD      ?                       ; address of byte array
+N       DD      ?                       ; number of iterations
+
+.code
+        MOV     ESI, [A]
+        MOV     ECX, [N]
+        MOVQ    MM2, [ADDENTS]
+        JMP     SHORT L2
+        ; top of loop
+L1:     MOVQ    [ESI-8], MM0    ; store result
+L2:     MOVQ    MM0, MM2        ; load addents
+        PADDB   MM0, [ESI]      ; add eight bytes in one operation
+        ADD     ESI, 8
+        DEC     ECX
+        JNZ     L1
+        MOVQ    [ESI-8], MM0    ; store last result
+        EMMS</pre><p>
+The store instruction is moved to after the loop control instructions in order to avoid a store stall.
+<p>
+This loop takes 4 clocks because the <kbd>PADDB</kbd> instruction doesn't pair
+with <kbd>ADD ESI,8</kbd>. (A MMX instruction with memory access cannot pair
+with a non-MMX instruction or with another MMX instruction with memory access).
+We could get rid of <kbd>ADD ESI,8</kbd> by using <kbd>ECX</kbd> as index,
+but that would give an AGI stall.
+<p>
+Since the loop overhead is considerable we might want to unroll the loop:
+<p>
+<h4>Example 1.12:</h4><p>
+<pre>.data
+ALIGN   8
+ADDENTS DQ      0202020202020202h       ; specify byte to add eight 
+times
+A       DD      ?                       ; address of byte array
+N       DD      ?                       ; number of iterations
+
+.code
+        MOVQ    MM2, [ADDENTS]
+        MOV     ESI, [A]
+        MOV     ECX, [N]
+        MOVQ    MM0, MM2
+        MOVQ    MM1, MM2
+L3:     PADDB   MM0, [ESI]
+        PADDB   MM1, [ESI+8]
+        MOVQ    [ESI], MM0
+        MOVQ    MM0, MM2
+        MOVQ    [ESI+8], MM1
+        MOVQ    MM1, MM2
+        ADD     ESI, 16
+        DEC     ECX
+        JNZ     L3
+        EMMS</pre><p>
+This unrolled loop takes 6 clocks per iteration for adding 16 bytes.
+The <kbd>PADDB</kbd> instructions are not paired. The two threads are
+interleaved to avoid a store stall.
+<p>
+Using the MMX instructions has a high penalty if you are using floating point
+instructions shortly afterwards, so there may still be situations where you
+want to use 32 bit registers as in example 1.9.
+<p>
+<h4>Loops with floating point operations (PPlain and PMMX)</h4><p>
+The methods of optimizing floating point loops are basically the same as for integer loops,
+although the floating point instructions are overlapping rather than pairing.
+<p>
+Consider the C language code:
+<pre>  int i, n;  double * X;  double * Y;  double DA;
+  for (i=0; i&lt;n; i++)  Y[i] = Y[i] - DA * X[i];</pre><p>
+This piece of code (called DAXPY) has been studied extensively because it is the key to
+solving linear equations.
+<p>
+<h4>Example 1.13:</h4><p>
+<pre>DSIZE   = 8                                      ; data size
+        MOV     EAX, [N]                         ; number of elements
+        MOV     ESI, [X]                         ; pointer to X
+        MOV     EDI, [Y]                         ; pointer to Y
+        XOR     ECX, ECX
+        LEA     ESI, [ESI+DSIZE*EAX]             ; point to end of X
+        SUB     ECX, EAX                         ; -N
+        LEA     EDI, [EDI+DSIZE*EAX]             ; point to end of Y
+        JZ      SHORT L3                         ; test for N = 0
+        FLD     DSIZE PTR [DA]
+        FMUL    DSIZE PTR [ESI+DSIZE*ECX]        ; DA * X[0]
+        JMP     SHORT L2                         ; jump into loop
+L1:     FLD     DSIZE PTR [DA]
+        FMUL    DSIZE PTR [ESI+DSIZE*ECX]        ; DA * X[i]
+        FXCH                                     ; get old result
+        FSTP    DSIZE PTR [EDI+DSIZE*ECX-DSIZE]  ; store Y[i]
+L2:     FSUBR   DSIZE PTR [EDI+DSIZE*ECX]        ; subtract from Y[i]
+        INC     ECX                              ; increment index
+        JNZ     L1                               ; loop
+        FSTP    DSIZE PTR [EDI+DSIZE*ECX-DSIZE]  ; store last result
+L3:</pre><p>
+Here we are using the same methods as in example 1.6: Using the loop counter as index
+register and counting through negative values up to zero. The end of one operation
+overlaps with the beginning of the next.
+<p>
+The interleaving of floating point operations work perfectly here:
+The 2 clock stall between <kbd>FMUL</kbd> and <kbd>FSUBR</kbd> is filled
+with the <kbd>FSTP</kbd> of the previous result. The 3 clock stall between
+<kbd>FSUBR</kbd> and <kbd>FSTP</kbd> is filled with the loop overhead and the
+first two instructions of the next operation. An AGI stall has been avoided
+by reading the only parameter that doesn't depend on the index in the first clock cycle after the index has been incremented.
+<p>
+This solution takes 6 clock cycles per operation, which is better than the
+unrolled solution published by Intel!
+<p>
+<h4>Unrolling floating point loops (PPlain and PMMX)</h4><p>
+<a name="unrollby3">The DAXPY loop unrolled by 3 is quite complicated:</a>
+<h4>Example 1.14:</h4><p>
+<pre>DSIZE = 8                                 ; data size
+IF DSIZE EQ 4
+SHIFTCOUNT = 2
+ELSE
+SHIFTCOUNT = 3
+ENDIF
+
+        MOV     EAX, [N]                  ; number of elements
+        MOV     ECX, 3*DSIZE              ; counter bias
+        SHL     EAX, SHIFTCOUNT           ; DSIZE*N
+        JZ      L4                        ; N = 0
+        MOV     ESI, [X]                  ; pointer to X
+        SUB     ECX, EAX                  ; (3-N)*DSIZE
+        MOV     EDI, [Y]                  ; pointer to Y
+        SUB     ESI, ECX                  ; end of pointer - bias
+        SUB     EDI, ECX
+        TEST    ECX, ECX
+        FLD     DSIZE PTR [ESI+ECX]       ; first X
+        JNS     SHORT L2                  ; less than 4 operations
+L1:     ; main loop
+        FMUL    DSIZE PTR [DA]
+        FLD     DSIZE PTR [ESI+ECX+DSIZE]
+        FMUL    DSIZE PTR [DA]
+        FXCH
+        FSUBR   DSIZE PTR [EDI+ECX]
+        FXCH
+        FLD     DSIZE PTR [ESI+ECX+2*DSIZE]
+        FMUL    DSIZE PTR [DA]
+        FXCH
+        FSUBR   DSIZE PTR [EDI+ECX+DSIZE]
+        FXCH    ST(2)
+        FSTP    DSIZE PTR [EDI+ECX]
+        FSUBR   DSIZE PTR [EDI+ECX+2*DSIZE]
+        FXCH
+        FSTP    DSIZE PTR [EDI+ECX+DSIZE]
+        FLD     DSIZE PTR [ESI+ECX+3*DSIZE]
+        FXCH
+        FSTP    DSIZE PTR [EDI+ECX+2*DSIZE]
+        ADD     ECX, 3*DSIZE
+        JS      L1                        ; loop
+L2:     FMUL    DSIZE PTR [DA]            ; finish leftover operation
+        FSUBR   DSIZE PTR [EDI+ECX]
+        SUB     ECX, 2*DSIZE              ; change pointer bias
+        JZ      SHORT L3                  ; finished
+        FLD     DSIZE PTR [DA]            ; start next operation
+        FMUL    DSIZE PTR [ESI+ECX+3*DSIZE]
+        FXCH
+        FSTP    DSIZE PTR [EDI+ECX+2*DSIZE]
+        FSUBR   DSIZE PTR [EDI+ECX+3*DSIZE]
+        ADD     ECX, 1*DSIZE
+        JZ      SHORT L3                  ; finished
+        FLD     DSIZE PTR [DA]
+        FMUL    DSIZE PTR [ESI+ECX+3*DSIZE]
+        FXCH
+        FSTP    DSIZE PTR [EDI+ECX+2*DSIZE]
+        FSUBR   DSIZE PTR [EDI+ECX+3*DSIZE]
+        ADD     ECX, 1*DSIZE
+L3:     FSTP    DSIZE PTR [EDI+ECX+2*DSIZE]
+L4:</pre><p>
+The reason why I am showing you how to unroll a loop by 3 is not to  recommend
+it, but to warn you how difficult it is! Be prepared to spend a considerable amount of time debugging
+and verifying your code when doing something like this. There are several problems to take
+care of: In most  cases, you cannot remove all stalls from a floating point loop unrolled by
+less than 4 unless you convolute it (i.e. there are unfinished operations at the end of each
+run which are being finished in the next run). The last <kbd>FLD</kbd> in the main loop above is the
+beginning of the first operation in the next run. It would be tempting here to make a solution
+which reads past the end of the array and then discards the extra value in the end, as in
+example 1.9 and 1.10, but that is not recommended in floating point loops because the
+reading of the extra value might generate a denormal operand exception in case the
+memory position after the array doesn't contain a valid floating point number. To avoid this,
+we have to do at least one more operation after the main loop.
+<p>
+The number of operations to do outside an unrolled loop would normally be N MODULO R,
+where N is the number of operations, and R is the unrolling factor.  But in the case of a
+convoluted loop, we have to do one more, i.e. (N-1) MODULO R + 1, for the
+abovementioned reason.
+<p>
+Normally, we would prefer to do the extra operations before the main loop, but here we have
+to do them afterwards for two reasons: One reason is to take care of the leftover operand
+from the convolution. The other reason is that calculating the number of extra operations
+requires a division if R is not a power of 2, and a division is time consuming. Doing the extra
+operations after the loop saves the division.
+<p>
+The next problem is to calculate how to bias the loop counter so that it will change sign at
+the right time, and adjust the base pointers so as to compensate for this bias. Finally, you
+have to make sure the leftover operand from the convolution is handled correctly for all
+values of N.
+<p>
+The epilog code doing 1-3 operations could have been implemented as a separate loop, but
+that would cost an extra branch misprediction, so the solution above is faster.
+<p>Now that I have scared you by demonstrating how difficult it is to unroll by 3, I will show you
+that it is much easier to unroll by 4:
+<p>
+<h4>Example 1.15:</h4><p>
+<pre>DSIZE   = 8                               ; data size
+        MOV     EAX, [N]                  ; number of elements
+        MOV     ESI, [X]                  ; pointer to X
+        MOV     EDI, [Y]                  ; pointer to Y
+        XOR     ECX, ECX
+        LEA     ESI, [ESI+DSIZE*EAX]      ; point to end of X
+        SUB     ECX, EAX                  ; -N
+        LEA     EDI, [EDI+DSIZE*EAX]      ; point to end of Y
+        TEST    AL,1                      ; test if N is odd
+        JZ      SHORT L1
+        FLD     DSIZE PTR [DA]            ; do the odd operation
+        FMUL    DSIZE PTR [ESI+DSIZE*ECX]
+        FSUBR   DSIZE PTR [EDI+DSIZE*ECX]
+        INC     ECX                       ; adjust counter
+        FSTP    DSIZE PTR [EDI+DSIZE*ECX-DSIZE]
+L1:     TEST    AL,2            ; test for possibly 2 more operations
+        JZ      L2
+        FLD     DSIZE PTR [DA]        ; N MOD 4 = 2 or 3. Do two more
+        FMUL    DSIZE PTR [ESI+DSIZE*ECX]
+        FLD     DSIZE PTR [DA]
+        FMUL    DSIZE PTR [ESI+DSIZE*ECX+DSIZE]
+        FXCH
+        FSUBR   DSIZE PTR [EDI+DSIZE*ECX]
+        FXCH
+        FSUBR   DSIZE PTR [EDI+DSIZE*ECX+DSIZE]
+        FXCH
+        FSTP    DSIZE PTR [EDI+DSIZE*ECX]
+        FSTP    DSIZE PTR [EDI+DSIZE*ECX+DSIZE]
+        ADD     ECX, 2                ; counter is now divisible by 4
+L2:     TEST    ECX, ECX
+        JZ      L4                        ; no more operations
+L3:     ; main loop:
+        FLD     DSIZE PTR [DA]
+        FLD     DSIZE PTR [ESI+DSIZE*ECX]
+        FMUL    ST,ST(1)
+        FLD     DSIZE PTR [ESI+DSIZE*ECX+DSIZE]
+        FMUL    ST,ST(2)
+        FLD     DSIZE PTR [ESI+DSIZE*ECX+2*DSIZE]
+        FMUL    ST,ST(3)
+        FXCH    ST(2)
+        FSUBR   DSIZE PTR [EDI+DSIZE*ECX]
+        FXCH    ST(3)
+        FMUL    DSIZE PTR [ESI+DSIZE*ECX+3*DSIZE]
+        FXCH
+        FSUBR   DSIZE PTR [EDI+DSIZE*ECX+DSIZE]
+        FXCH    ST(2)
+        FSUBR   DSIZE PTR [EDI+DSIZE*ECX+2*DSIZE]
+        FXCH
+        FSUBR   DSIZE PTR [EDI+DSIZE*ECX+3*DSIZE]
+        FXCH    ST(3)
+        FSTP    DSIZE PTR [EDI+DSIZE*ECX]
+        FSTP    DSIZE PTR [EDI+DSIZE*ECX+2*DSIZE]
+        FSTP    DSIZE PTR [EDI+DSIZE*ECX+DSIZE]
+        FSTP    DSIZE PTR [EDI+DSIZE*ECX+3*DSIZE]
+        ADD     ECX, 4                          ; increment index by 4
+        JNZ     L3                              ; loop
+L4:</pre>
+<p>
+It is usually quite easy to find a stall-free solution when unrolling by 4, and there is no need 
+for convolution. The number of extra operations to do outside the main loop is N MODULO 
+4, which can be calculated easily without division, simply by testing the two lowest bits in N.
+The extra operations are done before the main loop rather than after, to make the handling 
+of the loop counter simpler.
+<p>
+The tradeoff of loop unrolling is that the extra operations outside the loop are slower due to 
+incomplete overlapping and possible branch mispredictions, and the first time penalty is 
+higher because of increased code size.
+<p>
+As a general recommendation, I would say that if N is big or if convoluting the loop without
+unrolling cannot remove enough stalls, then you should unroll critical integer loops by 2 and
+floating point loops by 4.
+<p>
+<h3><a name="25_2">25.2 Loops in PPro, PII and PIII</a></h3><p>
+In the previous chapter (<a href="#25_1">25.1</a>) I explained how to use convolution and loop unrolling in order
+to improve pairing in PPlain and PMMX. On the PPro, PII and PIII there is no reason to do this
+thanks to the out-of-order execution mechanism. But there are other quite difficult problems
+to take care of, most importantly ifetch boundaries and register read stalls.
+<p>
+I have chosen the same example as in chapter <a href="#25_1">25.1</a>
+for the previous microprocessors: a  procedure which reads integers from an
+array, changes the sign of each integer, and stores the results in another array.
+<p>
+A C language code for this procedure would be:
+<pre>void ChangeSign (int * A, int * B, int N) {
+  int i;
+  for (i=0; i&lt;N; i++) B[i] = -A[i];}</pre><p>
+Translating to assembly, we might write the procedure like this:
+<h4>Example 2.1:</h4><p>
+<pre>_ChangeSign PROC NEAR
+        PUSH    ESI
+        PUSH    EDI
+A       EQU     DWORD PTR [ESP+12]
+B       EQU     DWORD PTR [ESP+16]
+N       EQU     DWORD PTR [ESP+20]
+
+        MOV     ECX, [N]
+        JECXZ   L2
+        MOV     ESI, [A]
+        MOV     EDI, [B]
+        CLD
+L1:     LODSD
+        NEG     EAX
+        STOSD
+        LOOP    L1
+L2:     POP     EDI
+        POP     ESI
+        RET
+_ChangeSign     ENDP</pre><p>
+This looks like a nice solution, but it is not optimal because it uses the non-optimal
+instructions <kbd>LOOP, LODSD</kbd> and <kbd>STOSD</kbd> that generate many uops.
+It takes 6-7 clock cycles per iteration if all data are in the level one cache.
+Avoiding these instructions we get:
+<h4>Example 2.2:</h4><p>
+<pre>        MOV     ECX, [N]
+        JECXZ   L2
+        MOV     ESI, [A]
+        MOV     EDI, [B]
+ALIGN   16
+L1:     MOV     EAX, [ESI]       ; len=2, p2rESIwEAX
+        ADD     ESI, 4           ; len=3, p01rwESIwF
+        NEG     EAX              ; len=2, p01rwEAXwF
+        MOV     [EDI], EAX       ; len=2, p4rEAX, p3rEDI
+        ADD     EDI, 4           ; len=3, p01rwEDIwF
+        DEC     ECX              ; len=1, p01rwECXwF
+        JNZ     L1               ; len=2, p1rF
+L2:</pre><p>
+The comments are interpreted as follows: the <kbd>MOV EAX,[ESI]</kbd>
+instruction is 2 bytes long, it generates one uop for port 2 that reads
+<kbd>ESI</kbd> and writes to (renames) <kbd>EAX</kbd>. This
+information is needed for analyzing the possible bottlenecks.
+<p>
+Let's first analyze the instruction decoding (chapter <a href="#14">14</a>): One of the
+instructions generates 2 uops (<kbd>MOV [EDI],EAX</kbd>).
+This instruction must go into decoder D0. There are three
+decode groups in the loop so it can decode in 3 clock cycles.
+<p>
+Next, let's look at the instruction fetch (chapter <a href="#15">15</a>): If an ifetch boundary prevents the first
+three instructions from decoding together then there will be three decode groups in the last 
+ifetch block so that the next iteration will have the ifetch block starting at the first instruction
+where we want it, and we will get a delay only in the first iteration. A worse situation would 
+be a 16-byte boundary and an ifetch boundary in one of the last three instructions.
+According to the <a href="#ifetchtable">ifetch table</a>, this will generate a delay of 1 clock and cause the next
+iteration to have its first ifetch block aligned by 16, so that the problem continues through all 
+iterations. The result is a fetch time of 4 clocks per iteration rather than 3. There are two 
+ways to prevent this situation: the first method is to control where the ifetch blocks lie on the 
+first iteration; the second method is to control where the 16-byte boundaries are. The latter 
+method is the easiest. Since the entire loop has only 15 bytes of code you can avoid any 
+16-byte boundary by aligning the loop entry by 16, as shown above. This will put the entire 
+loop into a single ifetch block so that no further analysis of instruction fetching is needed.
+<p>
+The third problem to look at is register read stalls (chapter <a href="#16">16</a>). No register is read in this 
+loop without being written to at least a few clock cycles before, so there can be no register 
+read stalls.
+<p>
+The fourth analysis is execution (chapter <a href="#17">17</a>). Counting the uops for the different ports we
+get:<br>
+port 0 or 1: 4 uops<br>
+port 1 only: 1 uop<br>
+port 2: 1 uop<br>
+port 3: 1 uop<br>
+port 4: 1 uop<br>
+Assuming that the uops that can go to either port 0 or 1 are distributed optimally, the 
+execution time will be 2.5 clocks per iteration.
+<p>
+The last analysis is retirement (chapter <a href="#18">18</a>). Since the number of uops in the loop is not
+divisible by 3, the retirement slots will not be used optimally when the jump has to retire in
+the first slot. The time needed for retirement is the number of uops divided by 3, and
+rounded up to nearest integer. This gives 3 clocks for retirement.
+<p>
+In conclusion, the loop above can execute in 3 clocks per iteration if the loop entry is
+aligned by 16. I am assuming that the conditional jump is predicted every time except on the
+exit of the loop (chapter <a href="#22_2">22.2</a>).
+<p>
+<h4>Using the same register for counter and index and letting the counter end at zero (PPro, PII and PIII)</h4>
+<h4><a name="2-3">Example 2.3:</a></h4><p>
+<pre>        MOV     ECX, [N]
+        MOV     ESI, [A]
+        MOV     EDI, [B]
+        LEA     ESI, [ESI+4*ECX]          ; point to end of array A
+        LEA     EDI, [EDI+4*ECX]          ; point to end of array B
+        NEG     ECX                       ; -N
+        JZ      SHORT L2
+ALIGN   16
+L1:     MOV     EAX, [ESI+4*ECX]          ; len=3, p2rESIrECXwEAX
+        NEG     EAX                       ; len=2, p01rwEAXwF
+        MOV     [EDI+4*ECX], EAX          ; len=3, p4rEAX, p3rEDIrECX
+        INC     ECX                       ; len=1, p01rwECXwF
+        JNZ     L1                        ; len=2, p1rF
+L2:</pre><p>
+Here we have reduced the number of uops to 6 by using the same register as counter and
+index. The base pointers point to the end of the arrays so that the index can count up
+through negative values to zero.
+<p>
+Decoding: There are two decode groups in the loop so it will decode in 2 clocks.
+<p>
+Instruction fetch: A loop always takes at least one clock cycle more than the the number of
+16 byte blocks. Since there are only 11 bytes of code in the loop it is possible to have it all
+in one ifetch block. By aligning the loop entry by 16 we can make sure that we don't get 
+more than one 16-byte block so that it is possible to fetch in 2 clocks.
+<p>
+Register read stalls: The <kbd>ESI</kbd> and <kbd>EDI</kbd> registers are read, but not modified inside the loop.
+They will therefore be counted as permanent register reads, but not in the same triplet. 
+Register <kbd>EAX, ECX</kbd>, and flags are modified inside the loop and read
+before they are written back so they will cause no permanent register reads.
+The conclusion is that there are no register read stalls.
+<p>
+Execution:<br>
+port 0 or 1: 2 uops<br>
+port 1: 1 uop<br>
+port 2: 1 uop<br>
+port 3: 1 uop<br>
+port 4: 1 uop<br>
+Execution time: 1.5 clocks.
+<p>
+Retirement:<br>
+6 uops = 2 clocks.
+<p>
+Conclusion: this loop takes only 2 clock cycles per iteration. 
+<p>
+If you use absolute addresses instead of <kbd>ESI</kbd> and <kbd>EDI</kbd> then the loop will take 3 clocks
+because it cannot be contained in a single 16-byte block.
+<p>
+<h4>Unrolling a loop (PPro, PII and PIII)</h4><p>
+Doing more than one operation in each run and doing correspondingly fewer runs is called
+loop unrolling. In previous processors you would unroll loops to get parallel execution by
+pairing (chapter <a href="#25_1">25.1</a>). In PPro, PII and PIII this is not needed because the out-of-order
+execution mechanism takes care of that. There is no need to use two different registers 
+either, because register renaming takes care of this. The purpose of unrolling here is to
+reduce the loop overhead per iteration.
+<p>
+The following example is the same as example 2.2 , but unrolled by 2, which means that
+you do two operations per iteration and half as many iterations
+<h4>Example 2.4:</h4><p>
+<pre>        MOV     ECX, [N]
+        MOV     ESI, [A]
+        MOV     EDI, [B]
+        SHR     ECX, 1           ; N/2
+        JNC     SHORT L1         ; test if N was odd
+        MOV     EAX, [ESI]       ; do the odd one first
+        ADD     ESI, 4
+        NEG     EAX   
+        MOV     [EDI], EAX 
+        ADD     EDI, 4     
+L1:     JECXZ   L3
+
+ALIGN   16
+L2:     MOV     EAX, [ESI]       ; len=2, p2rESIwEAX
+        NEG     EAX              ; len=2, p01rwEAXwF
+        MOV     [EDI], EAX       ; len=2, p4rEAX, p3rEDI
+        MOV     EAX, [ESI+4]     ; len=3, p2rESIwEAX
+        NEG     EAX              ; len=2, p01rwEAXwF
+        MOV     [EDI+4], EAX     ; len=3, p4rEAX, p3rEDI
+        ADD     ESI, 8           ; len=3, p01rwESIwF
+        ADD     EDI, 8           ; len=3, p01rwEDIwF
+        DEC     ECX              ; len=1, p01rwECXwF
+        JNZ     L2               ; len=2, p1rF
+L3:</pre><p>
+In example 2.2 the loop overhead (i.e. adjusting pointers and counter, and jumping back)
+was 4 uops and the 'real job' was 4 uops. When unrolling the loop by two you do the 'real
+job' twice and the overhead once, so you get 12 uops in all. This reduces the overhead from
+50% to 33% of the uops. Since the unrolled loop can do only an even number of operations 
+you have to check if N is odd and if so do one operation outside the loop.
+<p>
+Analyzing instruction fetching in this loop we find that a new ifetch block begins in the
+<kbd>ADD ESI,8</kbd> instruction, forcing it into decoder D0. This makes the loop decode in 5 clock cycles
+and not 4 as we wanted. We can solve this problem by coding the preceding instruction in a 
+longer version. Change <kbd>MOV [EDI+4],EAX </kbd> to:
+<pre>    MOV [EDI+9999],EAX     ; make instruction with long displacement
+    ORG $-4
+    DD 4                   ; rewrite displacement to 4</pre><p>
+This will force a new ifetch block to begin at the long <kbd>MOV [EDI+4],EAX</kbd>
+instruction, so that decoding time is now down at 4 clocks. The rest of the
+pipeline can handle 3 uops per clock so that the expected execution time is 4
+clocks per iteration, or 2 clocks per operation.
+<p>
+Testing this solution shows that it actually takes a little more. My measurements showed
+approximately 4.5 clocks per iteration. This is probably due to a sub-optimal reordering of
+the uops. Possibly, the ROB doesn't find the optimal execution-order for the uops but
+submits them in a less than optimal order. This problem was not predicted, and only testing
+can reveal such a problem. We may help the ROB by doing some of the reordering
+manually:
+<h4>Example 2.5:</h4><p>
+<pre>ALIGN   16
+L2:     MOV     EAX, [ESI]       ; len=2, p2rESIwEAX
+        MOV     EBX, [ESI+4]     ; len=3, p2rESIwEBX
+        NEG     EAX              ; len=2, p01rwEAXwF
+        MOV     [EDI], EAX       ; len=2, p4rEAX, p3rEDI
+        ADD     ESI, 8           ; len=3, p01rwESIwF
+        NEG     EBX              ; len=2, p01rwEBXwF
+        MOV     [EDI+4], EBX     ; len=3, p4rEBX, p3rEDI
+        ADD     EDI, 8           ; len=3, p01rwEDIwF
+        DEC     ECX              ; len=1, p01rwECXwF
+        JNZ     L2               ; len=2, p1rF
+L3:</pre><p>
+The loop now executes in 4 clocks per iteration. This solution also solves the problem with
+instruction fetch blocks. The cost is that we need an extra register because we cannot take
+advantage of register renaming.
+<p>
+<h4>Rolling out by more than 2</h4><p>
+Loop unrolling is recommended when the loop overhead constitutes a high proportion of the 
+total execution time. In example 2.3  the overhead is only 2 uops, so the gain by unrolling is 
+little, but I will show you how to unroll it anyway, just for the exercise.
+<p>
+The 'real job' is 4 uops and the overhead 2. Unrolling by two we get 2*4+2 = 10 uops. The 
+retirement time will be 10/3, rounded up to an integer, that is 4 clock cycles. This calculation 
+shows that nothing is gained by unrolling this by two. Unrolling by four we get:
+<h4>Example 2.6:</h4><p>
+<pre>        MOV     ECX, [N]
+        SHL     ECX, 2                    ; number of bytes to handle
+        MOV     ESI, [A]
+        MOV     EDI, [B]
+        ADD     ESI, ECX                  ; point to end of array A
+        ADD     EDI, ECX                  ; point to end of array B
+        NEG     ECX                       ; -4*N
+        TEST    ECX, 4                    ; test if N is odd
+        JZ      SHORT L1
+        MOV     EAX, [ESI+ECX]            ; N is odd. do the odd one
+        NEG     EAX
+        MOV     [EDI+ECX], EAX
+        ADD     ECX, 4
+L1:     TEST    ECX, 8                    ; test if N/2 is odd
+        JZ      SHORT L2
+        MOV     EAX, [ESI+ECX]            ; N/2 is odd. do two extra
+        NEG     EAX
+        MOV     [EDI+ECX], EAX
+        MOV     EAX, [ESI+ECX+4]
+        NEG     EAX
+        MOV     [EDI+ECX+4], EAX
+        ADD     ECX, 8
+L2:     JECXZ   SHORT L4
+
+ALIGN   16
+L3:     MOV     EAX, [ESI+ECX]            ; len=3, p2rESIrECXwEAX
+        NEG     EAX                       ; len=2, p01rwEAXwF
+        MOV     [EDI+ECX], EAX            ; len=3, p4rEAX, p3rEDIrECX
+        MOV     EAX, [ESI+ECX+4]          ; len=4, p2rESIrECXwEAX
+        NEG     EAX                       ; len=2, p01rwEAXwF
+        MOV     [EDI+ECX+4], EAX          ; len=4, p4rEAX, p3rEDIrECX
+        MOV     EAX, [ESI+ECX+8]          ; len=4, p2rESIrECXwEAX
+        MOV     EBX, [ESI+ECX+12]         ; len=4, p2rESIrECXwEAX
+        NEG     EAX                       ; len=2, p01rwEAXwF
+        MOV     [EDI+ECX+8], EAX          ; len=4, p4rEAX, p3rEDIrECX
+        NEG     EBX                       ; len=2, p01rwEAXwF
+        MOV     [EDI+ECX+12], EBX         ; len=4, p4rEAX, p3rEDIrECX
+        ADD     ECX, 16                   ; len=3, p01rwECXwF
+        JS      L3                        ; len=2, p1rF
+L4:</pre><p>
+The ifetch blocks are where we want them. Decode time is 6 clocks.
+<p>
+Register read stalls is a problem here because <kbd>ECX</kbd> has retired near the end of the loop
+and we need to read both <kbd>ESI, EDI,</kbd> and <kbd>ECX</kbd>. The instructions have been reordered in
+order to avoid reading  ESI  near the bottom so that we can avoid a register read stall. In
+other words, the reason for reordering instructions and use an extra register (<kbd>EBX</kbd>) is not the
+same as in the previous example.
+<p>
+There are 12 uops and the loop executes in 6 clocks per iteration, or 1.5 clocks per 
+operation.
+<p>
+It may be tempting to unroll loops by a high factor in order to get the maximum speed. But 
+since the loop overhead in most cases can be reduced to something like one clock cycle 
+per iteration then unrolling the loop by 4 rather than by 2 would save only 1/4 clock cycle
+per operation which is hardly worth the effort. Only if the loop overhead is high compared to
+the rest of the loop and N is very big should you think of unrolling by 4. Unrolling by more 
+than 4 does not make sense. 
+<p>
+The drawbacks of excessive loop unrolling are:
+<ol>
+<li>You need to calculate N MODULO R, where R is the unrolling factor, and do N
+MODULO R operations before or after the main loop in order to make the remaining
+number of operations divisible by R. This takes a lot of extra code and poorly predictable
+branches. And the loop body of course also becomes bigger.
+<li>A Piece of code usually takes much more time the first time it executes, and the penalty
+of first time execution is bigger the more code you have, especially if N is small.
+<li>Excessive code size makes the utilization of the code cache less effective.
+</ol>
+<p>
+Using an unrolling factor which is not a power of 2 makes the calculation of N MODULO R
+quite difficult, and is generally not recommended unless N is known to be divisible by R.
+<a href="#unrollby3">Example 1.14</a> shows how to unroll by 3.
+<p>
+<h4>Handling multiple 8 or 16 bit operands simultaneously in 32 bit registers (PPro, PII and PIII)</h4><p>
+It is sometimes possible to handle four bytes at a time in the same 32 bit register. The
+following example adds 2 to all elements of an array of bytes:
+<h4><a name="2-7">Example 2.7:</a></h4><p>
+<pre>        MOV     ESI, [A]         ; address of byte array
+        MOV     ECX, [N]         ; number of elements in byte array
+        JECXZ   L2
+ALIGN   16
+        DB   7  DUP (90H)        ; 7 NOP's for controlling alignment
+
+ L1:    MOV     EAX, [ESI]       ; read four bytes
+        MOV     EBX, EAX         ; copy into EBX
+        AND     EAX, 7F7F7F7FH   ; get lower 7 bits of each byte in EAX
+        XOR     EBX, EAX         ; get the highest bit of each byte
+        ADD     EAX, 02020202H   ; add desired value to all four bytes
+        XOR     EBX, EAX         ; combine bits again
+        MOV     [ESI], EBX       ; store result
+        ADD     ESI, 4           ; increment pointer
+        SUB     ECX, 4           ; decrement loop counter
+        JA      L1               ; loop
+L2:</pre><p>
+Note that I have masked out the highest bit of each byte to avoid a possible carry from each
+byte into the next one when adding. I am using <kbd>XOR</kbd> rather than
+<kbd>ADD</kbd> when putting in the high bit again to avoid carry.
+The array should of course be aligned by 4.
+<p>
+This loop should ideally take 4 clocks per iteration, but it takes somewhat
+more due to the dependency chain and difficult reordering. On PII and PIII
+you can do the same more effectively using MMX registers.
+<p>
+The next example finds the length of a zero-terminated string by searching  for the first byte
+of zero. It is much faster than using <kbd>REPNE SCASB</kbd>:
+<h4><a name="2-8">Example 2.8:</a></h4><p>
+<pre>_strlen PROC    NEAR
+        PUSH    EBX
+        MOV     EAX,[ESP+8]            ; get pointer to string
+        LEA     EDX,[EAX+3]            ; pointer+3 used in the end
+L1:     MOV     EBX,[EAX]              ; read first 4 bytes
+        ADD     EAX,4                  ; increment pointer
+        LEA     ECX,[EBX-01010101H]    ; subtract 1 from each byte
+        NOT     EBX                    ; invert all bytes
+        AND     ECX,EBX                ; and these two
+        AND     ECX,80808080H          ; test all sign bits
+        JZ      L1                     ; no zero bytes, continue loop
+        MOV     EBX,ECX
+        SHR     EBX,16
+        TEST    ECX,00008080H          ; test first two bytes
+        CMOVZ   ECX,EBX                ; shift right if not in the first 2 bytes
+        LEA     EBX,[EAX+2]
+        CMOVZ   EAX,EBX
+        SHL     CL,1                   ; use carry flag to avoid branch
+        SBB     EAX,EDX                ; compute length
+        POP     EBX
+        RET
+_strlen ENDP</pre><p>
+This loop takes 3 clocks for each iteration testing 4 bytes. The string should of course be
+aligned by 4. The code may read past the end of the string, so the string should not be
+placed at the end of a segment.
+<p>
+Handling 4 bytes simultaneously can be quite difficult. This code uses a formula which
+generates a nonzero value for a byte if, and only if, the byte is zero. This makes it possible
+to test all four bytes in one operation. This algorithm involves the subtraction of 1 from all
+bytes (in the <kbd>LEA ECX</kbd> instruction). I have not masked out the highest bit of each byte
+before subtracting, as I did in example <a href="#2-7">2.7</a>, so the subtraction may generate a borrow to the
+next byte, but only if it is zero, and this is exactly the situation where we don't care what the
+next byte is, because we are searching forwards for the first zero. If we were searching
+backwards then we would have to re-read the dword after detecting a zero, and then test all
+four bytes to find the last zero, or use <kbd>BSWAP</kbd> to reverse the order of the bytes. If you want
+to search for a byte value other than zero, then you may <kbd>XOR</kbd> all four bytes with the value
+you are searching for, and then use the method above to search for zero.
+<p>
+<h4>Loops with MMX instructions (PII and PIII)</h4><p>
+Using MMX instructions we can compare 8 bytes in one operation:
+<h4><a name="2-9">Example 2.9:</a></h4><p>
+<pre>_strlen PROC    NEAR
+        PUSH    EBX
+        MOV     EAX,[ESP+8]
+        LEA     EDX,[EAX+7]
+        PXOR    MM0,MM0
+L1:     MOVQ    MM1,[EAX]        ; len=3 p2rEAXwMM1
+        ADD     EAX,8            ; len=3 p01rEAX
+        PCMPEQB MM1,MM0          ; len=3 p01rMM0rMM1
+        MOVD    EBX,MM1          ; len=3 p01rMM1wEBX
+        PSRLQ   MM1,32           ; len=4 p1rMM1
+        MOVD    ECX,MM1          ; len=3 p01rMM1wECX
+        OR      ECX,EBX          ; len=2 p01rECXrEBXwF
+        JZ      L1               ; len=2 p1rF
+        MOVD    ECX,MM1
+        TEST    EBX,EBX
+        CMOVZ   EBX,ECX
+        LEA     ECX,[EAX+4]
+        CMOVZ   EAX,ECX
+        MOV     ECX,EBX
+        SHR     ECX,16
+        TEST    BX,BX
+        CMOVZ   EBX,ECX
+        LEA     ECX,[EAX+2]
+        CMOVZ   EAX,ECX
+        SHR     BL,1
+        SBB     EAX,EDX
+        EMMS
+        POP     EBX
+        RET
+_strlen ENDP</pre><p>
+This loop has 7 uops for port 0 and 1 which gives an average execution time of 3.5 clocks
+per iteration. The measured time is 3.8 clocks which shows that the ROB handles the
+situation reasonably well despite a dependency chain that is 6 uops long. Testing 8 bytes in
+less than 4 clocks is incredibly much faster than <kbd>REPNE SCASB</kbd>.
+<p>
+<h4>Loops with floating point instructions (PPro, PII and PIII)</h4><p>
+The methods for optimizing floating point loops are basically the same as for integer loops,
+but you should be more aware of dependency chains because of the long latencies of
+instruction execution.
+<p>
+Consider the C language code:
+<pre>  int i, n;  double * X;  double * Y;  double DA;
+  for (i=0; i&lt;n; i++)  Y[i] = Y[i] - DA * X[i];</pre><p>
+This piece of code (called DAXPY) has been studied extensively because it is the key to
+solving linear equations.
+<h4>Example 2.10:</h4><p>
+<pre>DSIZE   = 8                      ; data size (4 or 8)
+        MOV     ECX, [N]         ; number of elements
+        MOV     ESI, [X]         ; pointer to X
+        MOV     EDI, [Y]         ; pointer to Y
+        JECXZ   L2               ; test for N = 0
+        FLD     DSIZE PTR [DA]   ; load DA outside loop
+ALIGN   16
+        DB    2 DUP (90H)        ; 2 NOP's for alignment
+L1:     FLD     DSIZE PTR [ESI]  ; len=3 p2rESIwST0
+        ADD     ESI,DSIZE        ; len=3 p01rESI
+        FMUL    ST,ST(1)         ; len=2 p0rST0rST1
+        FSUBR   DSIZE PTR [EDI]  ; len=3 p2rEDI, p0rST0
+        FSTP    DSIZE PTR [EDI]  ; len=3 p4rST0, p3rEDI
+        ADD     EDI,DSIZE        ; len=3 p01rEDI
+        DEC     ECX              ; len=1 p01rECXwF
+        JNZ     L1               ; len=2 p1rF
+        FSTP    ST               ; discard DA 
+L2:</pre><p>
+The dependency chain is 10 clock cycles long, but the loop takes only 4 clocks per iteration
+because it can begin a new operation before the previous one is finished. The purpose of
+the alignment is to prevent a 16-byte boundary in the last ifetch block.
+<p>
+<h4>Example 2.11:</h4><p>
+<pre>DSIZE   = 8                                ; data size (4 or 8)
+        MOV     ECX, [N]                   ; number of elements
+        MOV     ESI, [X]                   ; pointer to X
+        MOV     EDI, [Y]                   ; pointer to Y
+        LEA     ESI, [ESI+DSIZE*ECX]       ; point to end of array
+        LEA     EDI, [EDI+DSIZE*ECX]       ; point to end of array
+        NEG     ECX                        ; -N
+        JZ      SHORT L2                   ; test for N = 0
+        FLD     DSIZE PTR [DA]             ; load DA outside loop
+ALIGN   16
+L1:     FLD     DSIZE PTR [ESI+DSIZE*ECX]  ; len=3 p2rESIrECXwST0
+        FMUL    ST,ST(1)                   ; len=2 p0rST0rST1
+        FSUBR   DSIZE PTR [EDI+DSIZE*ECX]  ; len=3 p2rEDIrECX, p0rST0
+        FSTP    DSIZE PTR [EDI+DSIZE*ECX]  ; len=3 p4rST0, p3rEDIrECX
+        INC     ECX                        ; len=1 p01rECXwF
+        JNZ     L1                         ; len=2 p1rF
+        FSTP    ST                         ; discard DA
+L2:</pre><p>
+Here we have used the same trick as in example <a href="#2-3">2.3</a>. Ideally, this loop should take 3
+clocks, but measurements say approximately 3.5 clocks due to the long dependency chain.
+Unrolling the loop doesn't save much.
+<p>
+<h4>Loops with XMM instructions (PIII)</h4><p>
+The XMM instructions on the PIII allow you to operate on four single precision
+floating point numbers in parallel. The operands must be aligned by 16.
+<p>
+The DAXPY algorithm is not very suited for XMM instructions because the precision
+is poor, it may not be possible to align the operands by 16, and you need some
+extra code if the number of operations is not a multiple of four. I am showing
+the code here anyway, just to give an example of a loop with XMM instructions:
+<h4>Example 2.12:</h4><p>
+<pre>        MOV     ECX, [N]                   ; number of elements
+        MOV     ESI, [X]                   ; pointer to X
+        MOV     EDI, [Y]                   ; pointer to Y
+        SHL     ECX, 2
+        ADD     ESI, ECX                   ; point to end of X
+        ADD     EDI, ECX                   ; point to end of Y
+        NEG     ECX                        ; -4*N
+        MOV     EAX, [DA]                  ; load DA outside loop
+        XOR     EAX, 80000000H             ; change sign of DA
+        PUSH    EAX
+        MOVSS   XMM1, [ESP]                ; -DA
+        ADD     ESP, 4
+        SHUFPS  XMM1, XMM1, 0              ; copy -DA to all four positions
+        CMP     ECX, -16
+        JG      L2
+L1:     MOVAPS  XMM0, [ESI+ECX]            ; len=4 2*p2rESIrECXwXMM0
+        ADD     ECX, 16                    ; len=3 p01rwECXwF
+        MULPS   XMM0, XMM1                 ; len=3 2*p0rXMM0rXMM1
+        CMP     ECX, -16                   ; len=3 p01rECXwF
+        ADDPS   XMM0, [EDI+ECX-16]         ; len=5 2*p2rEDIrECX, 2*p1rXMM0
+        MOVAPS  [EDI+ECX-16], XMM0         ; len=5 2*p4rXMM0, 2*p3rEDIrECX
+        JNG     L1                         ; len=2 p1rF
+L2:     JECXZ   L4                         ; check if finished
+        MOVAPS  XMM0, [ESI+ECX]            ; 1-3 operations missing, do 4 more
+        MULPS   XMM0, XMM1
+        ADDPS   XMM0, [EDI+ECX]
+        CMP     ECX, -8
+        JG      L3
+        MOVLPS  [EDI+ECX], XMM0            ; store two more results
+        ADD     ECX, 8
+        MOVHLPS XMM0, XMM0
+L3:     JECXZ   L4
+        MOVSS   [EDI+ECX], XMM0            ; store one more result
+L4:</pre><p>
+The <kbd>L1</kbd> loop takes 5-6 clocks for 4 operations.
+The <kbd>ECX</kbd> instructions have been placed before and after the
+<kbd>MULPS XMM0, XMM1</kbd> instruction in order to avoid a register read port stall
+generated by the reading of the two parts of the <kbd>XMM1</kbd> register
+together with <kbd>ESI</kbd> or <kbd>EDI</kbd> in the RAT. The extra code after
+<kbd>L2</kbd> takes care of the situation where N is not divisible by 4.
+Note that this code may read past the end of A and B. This may delay the last
+operation if the extra memory positions read do not contain normal floating
+point numbers. If possible, put in some dummy extra data to make the number
+of operations divisible by 4 and leave out the extra code after <kbd>L2</kbd>.
+<p>
+<h2><a name="26">26</a>. Problematic Instructions</h2>
+<h3><a name="26_1">26.1 XCHG (all processors)</a></h3><p>
+The <kbd>XCHG register,[memory]</kbd> instruction is dangerous. By default this instruction has
+an implicit <kbd>LOCK</kbd> prefix which prevents it from using the cache. This instruction is therefore
+very time consuming, and should always be avoided.
+<p>
+<h3><a name="26_2">26.2 Rotates through carry (all processors)</a></h3><p>
+<kbd>RCR</kbd> and <kbd>RCL</kbd> with a count different from one are slow and should be avoided.
+<p>
+<h3><a name="26_3">26.3 String instructions (all processors)</a></h3><p>
+String instructions without a repeat prefix are too slow and should be replaced by simpler
+instructions. The same applies to <kbd>LOOP</kbd> on all processors and to
+<kbd>JECXZ</kbd> on PPlain and PMMX.
+<p>
+<kbd>REP MOVSD</kbd> and <kbd>REP STOSD</kbd> are quite fast if the repeat
+count is not too small. Always use the DWORD version if possible, and make
+sure that both source and destination are aligned by 8.
+<p>
+Some other methods of moving data are faster under certain conditions. See
+chapter <a href="#27_8">27.8</a> for details.
+<p>
+Note that while the <kbd>REP MOVS</kbd> instruction writes a word to the destination, it reads the next
+word from the source in the same clock cycle. You can have a cache bank conflict if bit 2-4
+are the same in these two addresses. In other words, you will get a penalty of one clock
+extra per iteration if <kbd>ESI+(wordsize)-EDI</kbd> is divisible by 32. The easiest way to avoid
+cache bank conflicts is to use the DWORD version and align both source and destination by
+8. Never use <kbd>MOVSB</kbd> or <kbd>MOVSW</kbd> in optimized code, not even in 16 bit mode.
+<p>
+<kbd>REP MOVS</kbd> and <kbd>REP STOS</kbd> can perform very fast by moving an entire cache line at a time
+on PPro, PII and PIII. This happens only when the following conditions are met:
+<ul>
+<li>both source and destination must be aligned by 8
+<li>direction must be forward (direction flag cleared)
+<li>the count (<kbd>ECX</kbd>) must be greater than or equal to 64
+<li>the difference between <kbd>EDI</kbd> and <kbd>ESI</kbd> must be numerically greater than or equal to 32
+<li>the memory type for both source and destination must be either writeback or
+write-combining (you can normally assume this).
+</ul><p>
+Under these conditions the number of uops issued is approximately 215+2*<kbd>ECX</kbd> for
+<kbd>REP MOVSD</kbd> and 185+1.5*<kbd>ECX</kbd> for <kbd>REP STOSD,</kbd>
+giving a speed of approximately 5 bytes per
+clock cycle for both instructions, which is almost 3 times as fast as when the above
+conditions are not met.
+<p>
+The byte and word versions also benefit from this fast mode, but they are less effective than
+the dword versions.
+<p>
+<kbd>REP STOSD</kbd> is optimal under the same conditions as <kbd>REP MOVSD</kbd>.
+<p>
+<kbd>REP LOADS, REP SCAS,</kbd> and <kbd>REP CMPS</kbd> are not optimal, and
+may be replaced by loops. See example <a href="#1-10">1.10</a>, <a href="#2-8">2.8</a>
+and <a href="#2-9">2.9</a> for alternatives to <kbd>REPNE SCASB. REP CMPS</kbd>
+may suffer cache bank conflicts if bit 2-4 are the same in <kbd>ESI</kbd> and
+<kbd>EDI</kbd>.
+<p>
+<h3><a name="26_4">26.4 Bit test (all processors)</a></h3><p>
+<kbd>BT, BTC, BTR</kbd>, and <kbd>BTS</kbd> instructions should preferably be replaced by instructions like
+<kbd>TEST, AND, OR, XOR</kbd>, or shifts on PPlain and PMMX. On PPro, PII and PIII, bit tests with a
+memory operand should be avoided.
+<p>
+<h3><a name="26_5">26.5 Integer multiplication (all processors)</a></h3><p>
+An integer multiplication takes approximately 9 clock cycles on PPlain and PMMX and 4 on
+PPro, PII and PIII. It is therefore often advantageous to replace a multiplication by a constant
+with a combination of other instructions such as <kbd>SHL, ADD, SUB</kbd>,
+and <kbd>LEA</kbd>. Example:<br>
+<kbd>IMUL EAX,10</kbd><br>
+can be replaced with<br>
+<kbd>MOV EBX,EAX / ADD EAX,EAX / SHL EBX,3 / ADD EAX,EBX</kbd><br>
+or<br>
+<kbd>LEA EAX,[EAX+4*EAX] / ADD EAX,EAX</kbd>
+<p>
+Floating point multiplication is faster than integer multiplication on PPlain and PMMX, but 
+the time spent on converting integers to float and converting the product back again is 
+usually more than the time saved by using floating point multiplication, except when the
+number of conversions is low compared with the number of multiplications. MMX 
+multiplication is fast, but is only available with 16-bit operands.
+<p>
+<h3><a name="26_6">26.6 WAIT instruction (all processors)</a></h3><p>
+You can often increase speed by omitting the <kbd>WAIT</kbd> instruction.
+The <kbd>WAIT</kbd> instruction has three functions:
+<p>
+<u>a.</u> The old 8087 processor requires a <kbd>WAIT</kbd> before every
+floating point instruction to make sure the coprocessor is ready to receive it.
+<p>
+<u>b.</u> <kbd>WAIT</kbd> is used for coordinating memory access between the floating point unit and the
+integer unit. Examples:
+<pre><u>b.1.</u>  FISTP [mem32]
+      WAIT             ; wait for FPU to write before..
+      MOV EAX,[mem32]  ; reading the result with the integer unit
+
+<u>b.2.</u>  FILD [mem32]
+      WAIT             ; wait for FPU to read value..
+      MOV [mem32],EAX  ; before overwriting it with integer unit
+
+<u>b.3.</u>  FLD QWORD PTR [ESP]
+      WAIT             ; prevent an accidental interrupt from..
+      ADD ESP,8        ; overwriting value on stack</pre>
+<p>
+<u>c.</u> <kbd>WAIT</kbd> is sometimes used to check for exceptions. It will generate an interrupt if an
+unmasked exception bit in the floating point status word has been set by a preceding
+floating point instruction.
+<p>
+<u>Regarding a:</u><br>
+The function in point a is never needed on any other processors than the old 8087. Unless
+you want your code to be compatible with the 8087 you should tell your assembler not to
+put in these <kbd>WAIT</kbd>'s by specifying a higher processor. A 8087 floating point emulator also
+inserts <kbd>WAIT</kbd> instructions. You should therefore tell your assembler not to generate
+emulation code unless you need it.
+<p>
+<u>Regarding b:</u><br>
+<kbd>WAIT</kbd> instructions to coordinate memory access are definitely needed on the 8087 and
+80287 but not on the Pentiums. It is not quite clear whether it is needed on the 80387 and
+80486. I have made several tests on these Intel processors and not been able to provoke
+any error by omitting the <kbd>WAIT</kbd> on any 32 bit Intel processor, although Intel manuals say that
+the <kbd>WAIT</kbd> is needed for this purpose except after <kbd>FNSTSW</kbd>
+ and <kbd>FNSTCW</kbd>. Omitting <kbd>WAIT</kbd>
+instructions for coordinating memory access is not 100 % safe, even when writing 32 bit
+code, because the code may be able to run on the very rare combination of a 80386 main
+processor with a 287 coprocessor, which requires the <kbd>WAIT</kbd>. Also, I have no information on
+non-Intel processors, and I have not tested all possible hardware and software
+combinations, so there may be other situations where the <kbd>WAIT</kbd> is needed.
+<p>
+If you want to be certain that your code will work on any 32 bit processor (including
+non-Intel processors) then I would recommend that you include the <kbd>WAIT</kbd> here in order to be
+safe.
+<p>
+<u>Regarding c:</u><br>
+The assembler automatically inserts a <kbd>WAIT</kbd> for this purpose before the following
+instructions: <kbd>FCLEX, FINIT, FSAVE, FSTCW, FSTENV, FSTSW</kbd>. You can omit the <kbd>WAIT</kbd>
+by writing FNCLEX, etc. My tests show that the WAIT is unneccessary in most cases 
+because these instructions without <kbd>WAIT</kbd> will still generate an interrupt on exceptions except
+for <kbd>FNCLEX</kbd> and <kbd>FNINIT</kbd> on the 80387. (There is some inconsistency about whether the
+<kbd>IRET</kbd> from the interrupt points to the <kbd>FN..</kbd> instruction or to the next instruction).
+<p>
+Almost all other floating point instructions will also generate an interrupt if a previous floating
+point instruction has set an unmasked exception bit, so the exception is likely to be detected
+sooner or later anyway. You may insert a <kbd>WAIT</kbd> after the last floating point instruction in your
+program to be sure to catch all exceptions.
+<p>
+You may still need the <kbd>WAIT</kbd> if you want to know exactly where an exception occurred in
+order to be able to recover from the situation. Consider, for example, the code under b.3 
+above: If you want to be able to recover from an exception generated by the <kbd>FLD</kbd> here, then
+you need the <kbd>WAIT</kbd> because an interrupt after <kbd>ADD ESP,8</kbd> would overwrite the value to load.
+<kbd>FNOP</kbd> may be faster than <kbd>WAIT</kbd> and serve the same purpose.
+<p>
+<h3><a name="26_7">26.7 FCOM + FSTSW AX  (all processors)</a></h3><p>
+The <kbd>FNSTSW</kbd> instruction is very slow on all processors. The PPro, PII and PIII
+processors have
+<kbd>FCOMI</kbd> instructions to avoid the slow <kbd>FNSTSW</kbd>.
+Using <kbd>FCOMI</kbd> instead of the common
+sequence <kbd>FCOM / FNSTSW AX / SAHF</kbd> will save you 8 clock cycles. You should
+therefore use <kbd>FCOMI</kbd> to avoid <kbd>FNSTSW</kbd> wherever possible, even in cases where it costs
+some extra code.
+<p>
+On processors without <kbd>FCOMI</kbd> instructions, the usual way of doing floating point
+comparisons is:
+<pre>    FLD [a]
+    FCOMP [b]
+    FSTSW AX
+    SAHF
+    JB ASmallerThanB</pre><p>
+You may improve this code by using <kbd>FNSTSW AX</kbd> rather than
+<kbd>FSTSW AX</kbd> and test <kbd>AH</kbd>
+directly rather than using the non-pairable <kbd>SAHF</kbd>
+(TASM version 3.0 has a bug with the <kbd>FNSTSW AX</kbd> instruction):
+<pre>    FLD [a]
+    FCOMP [b]
+    FNSTSW AX
+    SHR AH,1
+    JC ASmallerThanB</pre>
+<p>
+Testing for zero or equality:
+<pre>    FTST
+    FNSTSW AX
+    AND AH,40H
+    JNZ IsZero     ; (the zero flag is inverted!)</pre>
+<p>
+Test if greater:
+<pre>    FLD [a]
+    FCOMP [b]
+    FNSTSW AX
+    AND AH,41H
+    JZ AGreaterThanB</pre>
+<p>
+Do not use <kbd>TEST AH,41H</kbd> as it is not pairable on PPlain and PMMX.
+<p>
+On the PPlain and PMMX, the <kbd>FNSTSW</kbd> instruction takes 2 clocks, but it is delayed for an
+additional 4 clocks after any floating point instruction because it is waiting for the status
+word to retire from the pipeline. This delay comes even after <kbd>FNOP</kbd>
+which cannot change the status word, but not after integer instructions.
+You can fill the latency between <kbd>FCOM</kbd> and
+<kbd>FNSTSW</kbd> with integer instructions taking up to four clock cycles.
+A paired <kbd>FXCH</kbd> immediately
+after <kbd>FCOM</kbd> doesn't delay the <kbd>FNSTSW</kbd>, not even if the pairing is imperfect:
+<pre>    FCOM                  ; clock 1
+    FXCH                  ; clock 1-2 (imperfect pairing)
+    INC DWORD PTR [EBX]   ; clock 3-5
+    FNSTSW AX             ; clock 6-7</pre>
+<p>
+You may want to use <kbd>FCOM</kbd> rather than <kbd>FTST</kbd>
+here because <kbd>FTST</kbd> is not pairable.
+Remember to include the <kbd>N</kbd> in <kbd>FNSTSW</kbd>. <kbd>FSTSW</kbd>
+(without <kbd>N</kbd>) has a <kbd>WAIT</kbd> prefix which delays
+it further.
+<p>
+It is sometimes faster to use integer instructions for comparing floating point values, as
+described in chapter <a href="#27_6">27.6</a>.
+<p>
+<h3><a name="26_8">26.8 FPREM  (all processors)</a></h3><p>
+The <kbd>FPREM</kbd> and <kbd>FPREM1</kbd> instructions are slow on all
+processors. You may replace it by the following algorithm: Multiply by
+the reciprocal divisor, get the fractional part by subtracting
+the truncated value, then multiply by the divisor.
+(see chapter <a href="#27_5">27.5</a> on how to truncate)
+<p>
+Some documents say that these instructions may give incomplete reductions and
+that it is therefore necessary to repeat the <kbd>FPREM</kbd> or
+<kbd>FPREM1</kbd> instruction until the reduction is complete.
+I have tested this on several processors beginning with the old 8087 and I have
+found no situation where a repetition of the <kbd>FPREM</kbd> or <kbd>FPREM1</kbd>
+was needed.
+<p>
+<h3><a name="26_9">26.9 FRNDINT (all processors)</a></h3><p>
+This instruction is slow on all processors. Replace it by:
+<pre>
+    FISTP QWORD PTR [TEMP]
+    FILD  QWORD PTR [TEMP]</pre><p>
+This code is faster despite a possible penalty for attempting to read from
+<kbd>[TEMP]</kbd> before the write is finished. It is recommended to put
+other instructions in between in order to avoid
+this penalty. See chapter <a href="#27_5">27.5</a> on how to truncate.
+<p>
+<h3><a name="26_10">26.10 FSCALE and exponential function (all processors)</a></h3><p>
+<kbd>FSCALE</kbd> is slow on all processors. Computing integer powers
+of 2 can be done much faster by inserting the desired power in the exponent
+field of the floating point number.
+To calculate 2<sup>N</sup>, where N is a signed integer, select from the examples below the one that
+fits your range of N:
+<p>
+For |N| &lt; 2<sup>7</sup>-1 you can use single precision:
+<pre>    MOV     EAX, [N]
+    SHL     EAX, 23
+    ADD     EAX, 3F800000H
+    MOV     DWORD PTR [TEMP], EAX
+    FLD     DWORD PTR [TEMP]</pre>
+<p>
+For |N| &lt; 2<sup>10</sup>-1 you can use double precision:
+<pre>    MOV     EAX, [N]
+    SHL     EAX, 20
+    ADD     EAX, 3FF00000H
+    MOV     DWORD PTR [TEMP], 0
+    MOV     DWORD PTR [TEMP+4], EAX
+    FLD     QWORD PTR [TEMP]</pre>
+<p>
+For |N| &lt; 2<sup>14</sup>-1 use long double precision:
+<pre>    MOV     EAX, [N]
+    ADD     EAX, 00003FFFH
+    MOV     DWORD PTR [TEMP],   0
+    MOV     DWORD PTR [TEMP+4], 80000000H
+    MOV     DWORD PTR [TEMP+8], EAX
+    FLD     TBYTE PTR [TEMP]</pre>
+<p>
+<kbd>FSCALE</kbd> is often used in the calculation of exponential functions. The following code shows
+an exponential function without the slow <kbd>FRNDINT</kbd> and <kbd>FSCALE</kbd> instructions:
+<p>
+<pre>; extern "C" long double _cdecl exp (double x);
+_exp    PROC    NEAR
+PUBLIC  _exp
+        FLDL2E
+        FLD     QWORD PTR [ESP+4]             ; x
+        FMUL                                  ; z = x*log2(e)
+        FIST    DWORD PTR [ESP+4]             ; round(z)
+        SUB     ESP, 12
+        MOV     DWORD PTR [ESP], 0
+        MOV     DWORD PTR [ESP+4], 80000000H
+        FISUB   DWORD PTR [ESP+16]            ; z - round(z)
+        MOV     EAX, [ESP+16]
+        ADD     EAX,3FFFH
+        MOV     [ESP+8],EAX
+        JLE     SHORT UNDERFLOW
+        CMP     EAX,8000H
+        JGE     SHORT OVERFLOW
+        F2XM1
+        FLD1
+        FADD                                  ; 2^(z-round(z))
+        FLD     TBYTE PTR [ESP]               ; 2^(round(z))
+        ADD     ESP,12
+        FMUL                                  ; 2^z = e^x
+        RET
+
+UNDERFLOW: 
+        FSTP    ST
+        FLDZ                                  ; return 0
+        ADD     ESP,12        
+        RET
+
+OVERFLOW:
+        PUSH    07F800000H                    ; +infinity
+        FSTP    ST
+        FLD     DWORD PTR [ESP]               ; return infinity
+        ADD     ESP,16
+        RET
+
+_exp    ENDP</pre>
+<p>
+<h3><a name="26_11">26.11 FPTAN  (all processors)</a></h3><p>
+According to the manuals, <kbd>FPTAN</kbd> returns two values X and Y and
+leaves it to the programmer to divide Y with X to get the result, but in
+fact it always returns 1 in X so you can save the division. My tests show that
+on all 32 bit Intel processors with floating point unit or coprocessor,
+<kbd>FPTAN</kbd> always returns 1 in X regardless of the argument. If you want to
+be absolutely sure that your code will run correctly on all processors, then
+you may test if X is 1, which is faster than dividing with X. The Y value may
+be very high, but never infinity, so you don't have to test if Y contains a
+valid number if you know that the argument is valid.
+<p>
+<h3><a name="26_12">26.12 FSQRT (PIII)</a></h3><p>
+A fast way of calculating an approximate squareroot on the PIII is to multiply
+the reciprocal squareroot of x by x:<br>
+SQRT(x) = x * RSQRT(x)<br>
+The instruction <kbd>RSQRTSS</kbd> or <kbd>RSQRTPS</kbd> gives the reciprocal
+squareroot with a precision of 12 bits. You can improve the precision to 23 bits
+by using the Newton-Raphson formula described in Intel's application note AP-803:<br>
+x<sub>0</sub> = <kbd>RSQRTSS</kbd>(a)<br>
+x<sub>1</sub> = 0.5 * x<sub>0</sub> * (3 - (a * x<sub>0</sub>)) * x<sub>0</sub>)<br>
+where x<sub>0</sub> is the first approximation to the reciprocal squareroot of
+a, and x<sub>1</sub> is a better approximation. The order of evaluation is
+important. You must use this formula before multiplying with a to get the squareroot.
+<p>
+<h3><a name="26_13">26.13 MOV [MEM], ACCUM (PPlain and PMMX)</a></h3><p>
+The instructions <kbd>MOV [mem],AL &nbsp; MOV [mem],AX &nbsp; MOV [mem],EAX</kbd>
+ are treated by the pairing circuitry as if they were writing to the accumulator.
+ Thus the following instructions do not pair:
+<pre>    MOV [mydata], EAX
+    MOV EBX, EAX</pre>
+<p>
+This problem occurs only with the short form of the <kbd>MOV</kbd>
+ instruction which can not have a
+base or index register, and which can only have the accumulator as source.
+You can avoid the problem by using another register, by reordering your
+instructions, by using a pointer, or by hard-coding the general form of
+the <kbd>MOV</kbd> instruction.
+<p>
+In 32 bit mode you can write the general form of <kbd>MOV [mem],EAX</kbd>:
+<pre>    DB 89H, 05H
+    DD OFFSET DS:mem</pre>
+<p>
+In 16 bit mode you can write the general form of <kbd>MOV [mem],AX</kbd>:
+<pre>    DB 89H, 06H
+    DW OFFSET DS:mem</pre>
+<p>
+To use <kbd>AL</kbd> instead of <kbd>(E)AX</kbd>, you replace <kbd>89H</kbd>
+ with <kbd>88H</kbd>
+<p>
+This flaw has not been fixed in the PMMX.
+<p>
+<h3><a name="26_14">26.14 TEST instruction (PPlain and PMMX)</a></h3><p>
+The <kbd>TEST</kbd> instruction with an immediate operand is only
+pairable if the destination is <kbd>AL</kbd>, <kbd>AX</kbd>, or <kbd>EAX</kbd>.
+<p>
+<kbd>TEST register,register</kbd>
+ and <kbd>TEST register,memory</kbd> is always pairable.
+<p>
+Examples:
+<pre>    TEST ECX,ECX                ; pairable
+    TEST [mem],EBX              ; pairable
+    TEST EDX,256                ; not pairable
+    TEST DWORD PTR [EBX],8000H  ; not pairable</pre><p>
+To make it pairable, use any of the following methods:
+<pre>    MOV EAX,[EBX] / TEST EAX,8000H
+    MOV EDX,[EBX] / AND  EDX,8000H
+    MOV AL,[EBX+1] / TEST AL,80H
+    MOV AL,[EBX+1] / TEST AL,AL  ; (result in sign flag)</pre><p>
+(The reason for this non-pairability is probably that the first byte of the 2-byte instruction is
+the same as for some other non-pairable instructions, and the processor cannot afford to
+check the second byte too when determining pairability.)
+<p>
+<h3><a name="26_15">26.15 Bit scan (PPlain and PMMX)</a></h3><p>
+<kbd>BSF</kbd> and <kbd>BSR</kbd> are the poorest optimized instructions on
+the PPlain and PMMX, taking
+approximately 11 + 2*n clock cycles, where n is the number of zeros skipped.
+<p>
+The following code emulates <kbd>BSR ECX,EAX</kbd>:
+<pre>        TEST    EAX,EAX
+        JZ      SHORT BS1
+        MOV     DWORD PTR [TEMP],EAX
+        MOV     DWORD PTR [TEMP+4],0
+        FILD    QWORD PTR [TEMP]
+        FSTP    QWORD PTR [TEMP]
+        WAIT    ; WAIT only needed for compatibility with old 80287 processor
+        MOV     ECX, DWORD PTR [TEMP+4]
+        SHR     ECX,20        ; isolate exponent
+        SUB     ECX,3FFH      ; adjust
+        TEST    EAX,EAX       ; clear zero flag
+BS1:</pre>
+<p>
+The following code emulates <kbd>BSF ECX,EAX</kbd>:
+<pre>        TEST    EAX,EAX
+        JZ      SHORT BS2
+        XOR     ECX,ECX
+        MOV     DWORD PTR [TEMP+4],ECX
+        SUB     ECX,EAX
+        AND     EAX,ECX
+        MOV     DWORD PTR [TEMP],EAX
+        FILD    QWORD PTR [TEMP]
+        FSTP    QWORD PTR [TEMP]
+        WAIT    ; WAIT only needed for compatibility with old 80287 processor
+        MOV     ECX, DWORD PTR [TEMP+4]
+        SHR     ECX,20
+        SUB     ECX,3FFH
+        TEST    EAX,EAX       ; clear zero flag
+BS2:</pre>
+<p>
+These emulation codes should not be used on the PPro, PII and PIII, where the bit scan
+instructions take only 1 or 2 clocks, and where the emulation codes shown above have two
+partial memory stalls.
+<p>
+<h3><a name="26_16">26.16 FLDCW (PPro, PII and PIII)</a></h3><p>
+The PPro, PII and PIII have a serious stall after the
+<kbd>FLDCW</kbd> instruction if followed by any floating
+point instruction which reads the control word (which almost all floating
+point instructions do).
+<p>
+When C or C++ code is compiled it often generates a lot of
+<kbd>FLDCW</kbd> instructions because conversion of floating point numbers
+to integers is done with truncation while other floating
+point instructions use rounding. After translation to assembly, you can
+improve this code by using rounding instead of truncation where possible,
+or by moving the <kbd>FLDCW</kbd> out of a loop
+where truncation is needed inside the loop.
+<p>
+See chapter <a href="#27_5">27.5</a> on how to convert floating point numbers to integers
+whitout changing the control word.
+<p>
+<h2><a name="27">27</a>. Special topics</h2>
+<h3><a name="27_1">27.1 LEA instruction (all processors)</a></h3><p>
+The <kbd>LEA</kbd> instruction is useful for many purposes because it can do
+a shift, two additions, and a move in just one instruction taking one clock cycle.
+Example:<br>
+<kbd>LEA EAX,[EBX+8*ECX-1000]</kbd><br>
+is much faster than<br>
+<kbd>MOV EAX,ECX / SHL EAX,3 / ADD EAX,EBX / SUB EAX,1000</kbd><br>
+The <kbd>LEA</kbd> instruction can also be used to do an add or shift without
+changing the flags. The source and destination need not have the same word size,
+so <kbd>LEA EAX,[BX]</kbd> is a possible
+replacement for <kbd>MOVZX EAX,BX</kbd>, although suboptimal on most processors.
+<p>
+You must be aware, however, that the <kbd>LEA</kbd> instruction will suffer
+an AGI stall on the PPlain and PMMX if it uses a base or index register
+which has been written to in the preceding clock cycle.
+<p>
+Since the <kbd>LEA</kbd> instruction is pairable in the v-pipe on PPlain and
+PMMX and shift instructions are not, you may use <kbd>LEA</kbd> as
+a substitute for a <kbd>SHL</kbd> by 1, 2, or 3 if you want the
+instruction to execute in the V-pipe.
+<p>
+The 32 bit processors have no documented addressing mode with a scaled index register
+and nothing else, so an instruction like <kbd>LEA EAX,[EAX*2]</kbd>
+is actually coded as <kbd>LEA EAX,[EAX*2+00000000]</kbd>
+with an immediate displacement of 4 bytes.  You may reduce the
+instruction size by instead writing <kbd>LEA EAX,[EAX+EAX]</kbd> or even
+better <kbd>ADD EAX,EAX</kbd>.
+The latter code cannot have an AGI delay in PPlain and PMMX. If you happen to have a register
+which is zero (like a loop counter after a loop), then you may use it
+as a base register to reduce the code size:
+<p>
+<pre>LEA EAX,[EBX*4]     ; 7 bytes
+LEA EAX,[ECX+EBX*4] ; 3 bytes</pre>
+<p>
+<h3><a name="27_2">27.2 Division (all processors)</a></h3><p>
+Division is quite time consuming. On PPro, PII and PIII an integer division
+takes 19, 23, or 39 clocks for byte, word, and dword divisors respectively.
+On PPlain and PMMX an unsigned integer division takes approximately the same,
+while a signed integer division takes somewhat more. It is therefore
+preferable to use the smallest operand size possible that won't generate an
+overflow, even if it costs an operand size prefix, and use unsigned
+division if possible.
+<p>
+<h4>Integer division by a constant (all processors)</h4><p>
+Integer division by a power of two can be done by shifting right. Dividing an
+unsigned integer by 2<sup>N</sup>:
+<pre>        SHR     EAX, N</pre><p>
+Dividing a signed integer by 2<sup>N</sup>:
+<pre>        CDQ
+        AND     EDX, (1 SHL N) -1  ; or  SHR EDX, 32-N
+        ADD     EAX, EDX
+        SAR     EAX, N</pre><p>
+The <kbd>SHR</kbd> alternative is shorter than the <kbd>AND</kbd> if N > 7,
+but can only go to execution port 0 (or u-pipe), whereas <kbd>AND</kbd> can
+go to either port 0 or 1 (u or v-pipe).
+<p>
+Dividing by a constant can be done by multiplying with the reciprocal.
+To calculate the unsigned integer division q = x / d, you first calculate
+the reciprocal of the divisor, f = 2<sup>r</sup> / d, where r defines the position of the binary
+decimal point (radix point). Then multiply x with f and shift
+right r positions. The maximum value of r is 32+b, where b is the number of binary digits in d
+minus 1. (b is the highest integer for which 2<sup>b</sup> &lt;= d). Use r = 32+b to cover the maximum
+range for the value of the dividend x.
+<p>
+This method needs some refinement in order to compensate for rounding errors.
+The following algorithm will give you the correct result for unsigned integer
+division with truncation, i.e. the same result as the <kbd>DIV</kbd>
+instruction gives (Thanks to Terje Mathisen who invented this method):
+  <pre>
+  b = (the number of significant bits in d) - 1
+  r = 32 + b
+  f = 2<sup>r</sup> / d
+  If f is an integer then d is a power of 2: goto case A.
+  If f is not an integer, then check if the fractional part of f is &lt; 0.5
+  If the fractional part of f &lt; 0.5: goto case B.
+  If the fractional part of f &gt; 0.5: goto case C.
+
+  case A: (d = 2<sup>b</sup>)
+  result = x SHR b
+
+  case B: (fractional part of f &lt; 0.5)
+  round f down to nearest integer
+  result = ((x+1) * f) SHR r
+
+  case C: (fractional part of f &gt; 0.5)
+  round f up to nearest integer
+  result = (x * f) SHR r
+  </pre>
+<p>
+Example:<br>
+Assume that you want to divide by 5.<br>
+5 = 00000101b.<br>
+b = (number of significant binary digits) - 1 = 2<br>
+r = 32+2 = 34<br>
+f = 2<sup>34</sup> / 5 = 3435973836.8 = 0CCCCCCCC.CCC...(hexadecimal)<br>
+The fractional part is greater than a half: use case C.<br>
+Round f up to 0CCCCCCCDh.
+<p>
+The following code divides <kbd>EAX</kbd> by 5 and returns the result in <kbd>EDX</kbd>:
+<pre>        MOV     EDX,0CCCCCCCDh
+        MUL     EDX
+        SHR     EDX,2</pre>
+<p>
+After the multiplication, <kbd>EDX</kbd> contains the product shifted right
+32 places. Since r = 34 you have to shift 2 more places to get the result.
+To divide by 10 you just change the last line to <kbd>SHR EDX,3</kbd>.
+<p>
+In case B you would have:
+<pre>        INC     EAX
+        MOV     EDX,f
+        MUL     EDX
+        SHR     EDX,b</pre>
+<p>
+This code works for all values of x except 0FFFFFFFFH which gives zero because of
+overflow in the <kbd>INC</kbd> instruction. If x = 0FFFFFFFFH is possible, then change the code to:
+<pre>        MOV     EDX,f
+        ADD     EAX,1
+        JC      DOVERFL
+        MUL     EDX
+DOVERFL:SHR     EDX,b</pre>
+<p>
+If the value of x is limited, then you may use a lower value of r, i.e.
+fewer digits. There can be several reasons to use a lower value of r:
+<ul>
+<li>you may set r = 32 to avoid the <kbd>SHR EDX,b</kbd> in the end.
+<li>you may set r = 16+b and use a multiplication instruction that
+gives a 32 bit result rather
+than 64 bits. This will free the <kbd>EDX</kbd> register:
+<pre>   IMUL EAX,0CCCDh / SHR EAX,18</pre>
+<li>you may choose a value of r that gives case C rather than case
+B in order to avoid the <kbd>INC EAX</kbd> instruction
+</ul>
+<p>
+The maximum value for x in these cases is at least 2<sup>r-b</sup>,
+sometimes higher. You have to do a systematic test if you want to know the
+exact maximum value of x for which your code works correctly.
+<p>
+You may want to replace the slow multiplication instruction with faster instructions as 
+explained in chapter <a href="#26"_5>26.5</a>.
+<p>
+The following example divides <kbd>EAX</kbd> by 10 and returns the result
+in <kbd>EAX</kbd>. I have chosen r=17 rather than 19 because it happens
+to give a code, which is easier to optimize, and covers
+the same range for x. f = 2<sup>17</sup> / 10 = 3333h, case B: q = (x+1)*3333h:
+<pre>        LEA     EBX,[EAX+2*EAX+3]
+        LEA     ECX,[EAX+2*EAX+3]
+        SHL     EBX,4
+        MOV     EAX,ECX
+        SHL     ECX,8
+        ADD     EAX,EBX
+        SHL     EBX,8
+        ADD     EAX,ECX
+        ADD     EAX,EBX
+        SHR     EAX,17</pre>
+<p>
+A systematic test shows that this code works correctly for all x &lt; 10004H.
+<p>
+<h4>Repeated integer division by the same value (all processors)</h4><p>
+If the divisor is not known at assembly time, but you are dividing
+repeatedly with the same divisor, then you may use the same method as above.
+The code has to distinguish between
+case A, B and C and calculate f before doing the divisions.
+<p>
+The code that follows shows how to do multiple divisions with the same divisor (unsigned 
+division with truncation). First call <kbd>SET_DIVISOR</kbd> to specify the
+divisor and calculate the
+reciprocal, then call <kbd>DIVIDE_FIXED</kbd> for each value to divide by the same divisor.
+<pre>
+.data
+
+RECIPROCAL_DIVISOR DD ?            ; rounded reciprocal divisor
+CORRECTION         DD ?            ; case A: -1, case B: 1, case C: 0
+BSHIFT             DD ?            ; number of bits in divisor - 1
+
+.code
+
+SET_DIVISOR PROC NEAR              ; divisor in EAX
+        PUSH    EBX
+        MOV     EBX,EAX
+        BSR     ECX,EAX            ; b = number of bits in divisor - 1
+        MOV     EDX,1
+        JZ      ERROR              ; error: divisor is zero
+        SHL     EDX,CL             ; 2^b
+        MOV     [BSHIFT],ECX       ; save b
+        CMP     EAX,EDX
+        MOV     EAX,0
+        JE      SHORT CASE_A       ; divisor is a power of 2
+        DIV     EBX                ; 2^(32+b) / d
+        SHR     EBX,1              ; divisor / 2
+        XOR     ECX,ECX
+        CMP     EDX,EBX            ; compare remainder with divisor/2
+        SETBE   CL                 ; 1 if case B
+        MOV     [CORRECTION],ECX   ; correction for rounding errors
+        XOR     ECX,1
+        ADD     EAX,ECX            ; add 1 if case C
+        MOV     [RECIPROCAL_DIVISOR],EAX ; rounded reciprocal divisor
+        POP     EBX
+        RET
+CASE_A: MOV     [CORRECTION],-1    ; remember that we have case A
+        POP     EBX
+        RET
+SET_DIVISOR     ENDP
+
+DIVIDE_FIXED PROC NEAR                 ; dividend in EAX, result in EAX
+        MOV     EDX,[CORRECTION]
+        MOV     ECX,[BSHIFT]
+        TEST    EDX,EDX
+        JS      SHORT DSHIFT           ; divisor is power of 2
+        ADD     EAX,EDX                ; correct for rounding error
+        JC      SHORT DOVERFL          ; correct for overflow
+        MUL     [RECIPROCAL_DIVISOR]   ; multiply with reciprocal divisor
+        MOV     EAX,EDX
+DSHIFT: SHR     EAX,CL                 ; adjust for number of bits
+        RET
+DOVERFL:MOV     EAX,[RECIPROCAL_DIVISOR] ; dividend = 0FFFFFFFFH
+        SHR     EAX,CL                 ; do division by shifting
+        RET
+DIVIDE_FIXED    ENDP</pre><p>
+This code gives the same result as the <kbd>DIV</kbd> instruction for
+0 &lt;= x &lt; 2<sup>32</sup>,  0 &lt; d &lt; 2<sup>32</sup>.<br>
+Note: The line <kbd>JC DOVERFL</kbd> and its target are not needed if
+you are certain that x &lt; 0FFFFFFFFH.
+<p>
+If powers of 2 occur so seldom that it is not worth optimizing for them,
+then you may leave out the jump to <kbd>DSHIFT</kbd> and instead do a
+multiplication with <kbd>CORRECTION</kbd> = 0 for case A.
+<p>
+If the divisor is changed so often that the procedure <kbd>SET_DIVISOR</kbd> needs optimizing, then you may
+replace the <kbd>BSR</kbd> instruction with the code given in chapter
+<a href="#26_15">26.15</a> for the PPlain and PMMX processors.
+<p>
+<h4>Floating point division (all processors)</h4><p>
+Floating point division takes 38 or 39 clock cycles for the highest precision.
+You can save time by specifying a lower precision in the floating point
+control word (On PPlain and PMMX, only <kbd>FDIV</kbd> and <kbd>FIDIV</kbd> are faster at low
+precision; on PPro, PII and PIII, this also applies
+to <kbd>FSQRT</kbd>. No other instructions can be speeded up this way).
+<p>
+<h4><a name="paralleldiv">Parallel division (PPlain and PMMX)</a></h4><p>
+On PPlain and PMMX, it is possible to do a floating point division and an integer division in
+parallel to save time. On PPro, PII and PIII this is not possible, because integer division and
+floating point division use the same circuitry.<br>
+Example: A = A1 / A2; B = B1 / B2
+<pre>        FILD    [B1]
+        FILD    [B2]
+        MOV     EAX, [A1]
+        MOV     EBX, [A2]
+        CDQ
+        FDIV
+        DIV     EBX
+        FISTP   [B]
+        MOV     [A], EAX</pre><p>
+(make sure you set the floating point control word to the desired rounding method)
+<p>
+<h4>Using reciprocal instruction for fast division (PIII)</h4><p>
+On PIII you can use the fast reciprocal instruction <kbd>RCPSS</kbd> or
+<kbd>RCPPS</kbd> on the divisor and then multiply with the dividend. However,
+the precision is only 12 bits. You can increase the precision to 23 bits by
+using the Newton-Raphson method described in Intel's application note AP-803:<br>
+x<sub>0</sub> = <kbd>RCPSS</kbd>(d)<br>
+x<sub>1</sub> = x<sub>0</sub> * (2 - d * x<sub>0</sub>)
+= 2*x<sub>0</sub> - d * x<sub>0</sub> * x<sub>0</sub><br>
+where x<sub>0</sub> is the first approximation to the reciprocal of the divisor, d,
+and x<sub>1</sub> is a better approximation. You must use this formula before
+multiplying with the dividend:
+<pre>        MOVAPS  XMM1, [DIVISORS]         ; load divisors
+        RCPPS   XMM0, XMM1               ; approximate reciprocal
+        MULPS   XMM1, XMM0               ; Newton-Raphson formula
+        MULPS   XMM1, XMM0
+        ADDPS   XMM0, XMM0
+        SUBPS   XMM0, XMM1
+        MULPS   XMM0, [DIVIDENDS]        ; results in XMM0</pre><p>
+This makes four divisions in 18 clock cycles with a precision of 23 bits.
+Increasing the precision further by repeating the Newton-Raphson formula
+in the floating point registers is possible, but not very advantageous.
+<p>
+If you want to use this method for integer divisions then you have to check for
+rounding errors. The following code makes four divisions with truncation on packed
+word size integers in approximately 42 clock cycles. It gives exact results for
+0 <= dividend < 7FFFFH and 0 < divisor <= 7FFFFH:
+<pre>        MOVQ MM1, [DIVISORS]      ; load four divisors
+        MOVQ MM2, [DIVIDENDS]     ; load four dividends
+        PUNPCKHWD MM4, MM1        ; unpack divisors to DWORDs
+        PSRAD MM4, 16
+        PUNPCKLWD MM3, MM1
+        PSRAD MM3, 16
+        CVTPI2PS XMM1, MM4        ; convert divisors to float, upper two operands
+        MOVLHPS XMM1, XMM1
+        CVTPI2PS XMM1, MM3        ; convert lower two operands
+        PUNPCKHWD MM4, MM2        ; unpack dividends to DWORDs
+        PSRAD MM4, 16
+        PUNPCKLWD MM3, MM2
+        PSRAD MM3, 16
+        CVTPI2PS XMM2, MM4        ; convert dividends to float, upper two operands
+        MOVLHPS XMM2, XMM2
+        CVTPI2PS XMM2, MM3        ; convert lower two operands
+        RCPPS XMM0, XMM1          ; approximate reciprocal of divisors
+        MULPS XMM1, XMM0          ; improve precision with Newton-Raphson method
+        PCMPEQW MM4, MM4          ; make four integer 1's in the meantime
+        PSRLW MM4, 15
+        MULPS XMM1, XMM0
+        ADDPS XMM0, XMM0
+        SUBPS XMM0, XMM1          ; reciprocal divisors with 23 bit precision
+        MULPS XMM0, XMM2          ; multiply with dividends
+        CVTTPS2PI MM0, XMM0       ; truncate lower two results
+        MOVHLPS XMM0, XMM0
+        CVTTPS2PI MM3, XMM0       ; truncate upper two results
+        PACKSSDW MM0, MM3         ; pack the four results into MM0
+        MOVQ MM3, MM1             ; multiply results with divisors...
+        PMULLW MM3, MM0           ; to check for rounding errors
+        PADDSW MM0, MM4           ; add 1 to compensate for later subtraction
+        PADDSW MM3, MM1           ; add divisor. this should be > dividend
+        PCMPGTW MM3, MM2          ; check if too small
+        PADDSW MM0, MM3           ; subtract 1 if not too small
+        MOVQ [QUOTIENTS], MM0     ; save the four results</pre><p>
+This code checks if the result is too small and makes the appropriate
+correction. It is not necessary to check if the result is too big.
+<p>
+<h4>Avoiding divisions (all processors)</h4><p>
+Obviously, you should always try to minimize the number of divisions. Floating point division
+with a constant or repeated division with the same value should of course be done by
+multiplying with the reciprocal. But there are many other situations where you can reduce
+the number of divisions. For example:
+if (A/B &gt; C)...  can be rewritten as  if (A &gt; B*C)...  when B is positive, and the opposite when
+B is negative.
+<p>
+A/B + C/D  can be rewritten as  (A*D + C*B) / (B*D)
+<p>
+If you are using integer division, then you should be aware that the rounding errors may be
+different when you rewrite the formulas.
+<p>
+<h3><a name="27_3">27.3 Freeing floating point registers (all processors)</a></h3><p>
+You have to free all used floating point registers before exiting a subroutine,
+except for any register used for the result.
+<p>
+The fastest way of freeing one register is <kbd>FSTP ST</kbd>.
+The fastest way of freeing two registers is <kbd>FCOMPP</kbd> on PPlain and PMMX;
+on PPro, PII and PIII you may use either
+<kbd>FCOMPP</kbd> or two times <kbd>FSTP ST</kbd>, whichever fits best into
+the decoding sequence.
+<p>
+It is not recommended to use <kbd>FFREE</kbd>.
+<p>
+<h3><a name="27_4">27.4 Transitions between floating point and MMX instructions (PMMX, PII and PIII)</a></h3><p>
+You must issue an <kbd>EMMS</kbd> instruction after your last MMX instruction if there
+is a possibility that floating point code follows later.
+<p>
+On PMMX there is a high penalty for switching between floating point and MMX
+instructions. The first floating point instruction after an
+<kbd>EMMS</kbd> takes approximately 58 clocks extra, and the first MMX instruction
+after a floating point instruction takes approximately 38 clocks extra. 
+<p>
+On PII and PIII there is no such penalty. The delay after <kbd>EMMS</kbd>
+can be hidden by putting in integer
+instructions between <kbd>EMMS</kbd> and the first floating point instruction.
+<p>
+<h3><a name="27_5">27.5 Converting from floating point to integer (All processors)</a></h3><p>
+All conversions from floating point to integer, and vice versa, must go via a memory 
+location:
+<pre>    FISTP DWORD PTR [TEMP]
+    MOV EAX, [TEMP]</pre><p>
+On PPro, PII and PIII, this code is likely to have a penalty for attempting to
+read from <kbd>[TEMP]</kbd> before the write to <kbd>[TEMP]</kbd> is finished
+because the <kbd>FIST</kbd> instruction is slow (see chapter <a href="#17">17</a>).
+It doesn't help to put in a <kbd>WAIT</kbd> (see chapter <a href="#26_6">26.6</a>).
+It is recommended that you put in other instructions between the write to
+<kbd>[TEMP]</kbd> and the read from <kbd>[TEMP]</kbd> if possible in
+order to avoid this penalty. This applies to all the examples that follow.
+<p>
+The specifications for the C and C++ language requires that conversion
+from floating point
+numbers to integers use truncation rather than rounding. The method used by most C
+libraries is to change the floating point control word to indicate truncation before using an
+<kbd>FISTP</kbd> instruction and changing it back again afterwords. This method is very slow on all 
+processors. On PPro, PII and PIII, the floating point control word cannot be renamed, so all
+subsequent floating point instructions must wait for the <kbd>FLDCW</kbd> instruction to retire.
+<p>
+Whenever you have a conversion from floating point to integer in C or C++, you should
+think of whether you can use rounding to nearest integer instead of truncation. If your 
+standard library doesn't have a fast round function then make your own using the code
+examples listed below.
+<p>
+If you need truncation inside a loop then you should change the control word only outside
+the loop if the rest of the floating point instructions in the loop can work correctly in 
+truncation mode.
+<p>
+You may use various tricks for truncating without changing the control word, as illustrated in
+the examples below. These examples presume that the control word is set to default, i.e.
+rounding to nearest or even.
+<p>
+<h4>Rounding to nearest or even</h4><p>
+<pre>; extern "C" int round (double x);
+_round  PROC    NEAR
+PUBLIC  _round
+        FLD     QWORD PTR [ESP+4]
+        FISTP   DWORD PTR [ESP+4]
+        MOV     EAX, DWORD PTR [ESP+4]
+        RET
+_round  ENDP</pre>
+<p>
+<h4>Truncation towards zero</h4><p>
+<pre>; extern "C" int truncate (double x);
+_truncate PROC    NEAR
+PUBLIC  _truncate
+        FLD     QWORD PTR [ESP+4]   ; x
+        SUB     ESP, 12             ; space for local variables
+        FIST    DWORD PTR [ESP]     ; rounded value
+        FST     DWORD PTR [ESP+4]   ; float value
+        FISUB   DWORD PTR [ESP]     ; subtract rounded value
+        FSTP    DWORD PTR [ESP+8]   ; difference
+        POP     EAX                 ; rounded value
+        POP     ECX                 ; float value
+        POP     EDX                 ; difference (float)
+        TEST    ECX, ECX            ; test sign of x
+        JS      SHORT NEGATIVE
+        ADD     EDX, 7FFFFFFFH      ; produce carry if difference &lt; -0
+        SBB     EAX, 0              ; subtract 1 if x-round(x) &lt; -0
+        RET
+NEGATIVE:
+        XOR     ECX, ECX
+        TEST    EDX, EDX
+        SETG    CL                  ; 1 if difference &gt; 0
+        ADD     EAX, ECX            ; add 1 if x-round(x) &gt; 0
+        RET
+_truncate ENDP</pre>
+<p>
+<h4>Truncation towards minus infinity</h4><p>
+<pre>; extern "C" int ifloor (double x);
+_ifloor PROC    NEAR
+PUBLIC  _ifloor
+        FLD     QWORD PTR [ESP+4]   ; x
+        SUB     ESP, 8              ; space for local variables
+        FIST    DWORD PTR [ESP]     ; rounded value
+        FISUB   DWORD PTR [ESP]     ; subtract rounded value
+        FSTP    DWORD PTR [ESP+4]   ; difference
+        POP     EAX                 ; rounded value
+        POP     EDX                 ; difference (float)
+        ADD     EDX, 7FFFFFFFH      ; produce carry if difference &lt; -0
+        SBB     EAX, 0              ; subtract 1 if x-round(x) &lt; -0
+        RET
+_ifloor ENDP</pre>
+<p>
+These procedures work for -2<sup>31</sup> &lt; x &lt; 2<sup>31</sup>-1.
+They do not check for overflow or NAN's.
+<p>
+The PIII has instructions for truncation of single precision floating point
+numbers: <kbd>CVTTSS2SI</kbd> and <kbd>CVTTPS2PI</kbd>. These instructions
+are very useful if the single precision is satisfactory, but if you are converting
+a float with higher precision to single precision in order to use these truncation
+instructions then you have the problem that the number may be rounded up in the
+conversion to single precision.
+<p>
+<h4>Alternative to FISTP instruction (PPlain and PMMX)</h4>
+<p>
+Converting a floating point number to integer is normally done like this:
+<pre>        FISTP   DWORD PTR [TEMP]
+        MOV     EAX, [TEMP]</pre>
+<p>
+An alternative method is:
+<pre>.DATA
+ALIGN 8
+TEMP    DQ      ?
+MAGIC   DD      59C00000H   ; f.p. representation of 2^51 + 2^52
+
+.CODE
+        FADD    [MAGIC]
+        FSTP    QWORD PTR [TEMP]
+        MOV     EAX, DWORD PTR [TEMP]</pre>
+<p>
+Adding the 'magic number' of 2<sup>51</sup> + 2<sup>52</sup> has the effect
+that any integer between -2<sup>31</sup> and +2<sup>31</sup>
+ will be aligned in the lower 32 bits when storing as a double precision floating
+point number. The result is the same as you get with <kbd>FISTP</kbd> for all rounding methods except
+truncation towards zero. The result is different from <kbd>FISTP</kbd> if the control word specifies
+truncation or in case of overflow. You may need a <kbd>WAIT</kbd> instruction for
+compatibility with the old 80287 processor, see chapter <a href="#26_6">26.6</a>.
+<p>
+This method is not faster than using <kbd>FISTP</kbd>, but it gives better
+scheduling opportunities on
+PPlain and PMMX because there is a 3 clock void between <kbd>FADD</kbd>
+ and <kbd>FSTP</kbd> which may be
+filled with other instrucions. You may multiply or divide the number by a
+power of 2 in the same operation by doing the opposite to the magic number.
+You may also add a constant by
+adding it to the magic number, which then has to be double precision.
+<p>
+<h3><a name="27_6">27.6 Using integer instructions to do floating point operations (all processors)</a></h3><p>
+Integer instructions are generally faster than floating point instructions, so it is often
+advantageous to use integer instructions for doing simple floating point operations. The 
+most obvious example is moving data. Example:<br>
+<kbd>   FLD QWORD PTR [ESI] / FSTP QWORD PTR [EDI]</kbd><br>
+Change to:<br>
+<kbd>   MOV EAX,[ESI] / MOV EBX,[ESI+4] / MOV [EDI],EAX / MOV [EDI+4],EBX</kbd><br>
+<p>
+<h4>Testing if a floating point value is zero:</h4><p>
+The floating point value of zero is usually represented as 32 or 64 bits of zero, but there is a
+pitfall here: The sign bit may be set! Minus zero is regarded as a valid floating point number,
+and the processor may actually generate a zero with the sign bit set if for example 
+multiplying a negative number with zero. So if you want to test if a floating point number is 
+zero, you should not test the sign bit. Example:<br>
+<kbd>   FLD DWORD PTR [EBX] / FTST / FNSTSW AX / AND AH,40H / JNZ IsZero</kbd><br>
+Use integer instructions instead, and shift out the sign bit:<br>
+<kbd>   MOV EAX,[EBX] / ADD EAX,EAX / JZ IsZero</kbd><br>
+If the floating point number is double precision (QWORD) then you only have to
+test bit 32-62. If they are zero, then the lower half will also be zero if it is a normal floating point number.
+<p>
+<h4>Testing if negative:</h4><p>
+A floating point number is negative if the sign bit is set and at least one other bit is set.
+Example:<br>
+<kbd>   MOV EAX,[NumberToTest] / CMP EAX,80000000H / JA IsNegative</kbd>
+<p>
+<h4>Manipulating the sign bit:</h4><p>
+You can change the sign of a floating point number simply by flipping the
+sign bit. Example:<br>
+<kbd>   XOR BYTE PTR [a] + (TYPE a) - 1, 80H</kbd>
+<p>
+Likewise you may get the absolute value of a floating point number by simply ANDing out
+the sign bit.
+<p>
+<h4>Comparing numbers:</h4><p>
+Floating point numbers are stored in a unique format which allows you to use integer
+instructions for comparing floating point numbers, except for the sign bit. If you are certain
+that two floating point numbers both are normal and positive then you may simply compare
+them as integers. Example:<br>
+<kbd> FLD [a] / FCOMP [b] / FNSTSW AX / AND AH,1 / JNZ ASmallerThanB</kbd><br>
+Change to:<br>
+<kbd> MOV EAX,[a] / MOV EBX,[b] / CMP EAX,EBX / JB ASmallerThanB</kbd><br>
+This method only works if the two numbers have the same precision and you are certain 
+that none of the numbers have the sign bit set.
+<p>
+If negative numbers are possible, then you have to convert the negative numbers to
+2-complement, and do a signed compare:
+<pre>        MOV     EAX, [a]
+        MOV     EBX, [b]
+        MOV     ECX, EAX
+        MOV     EDX, EBX
+        SAR     ECX, 31              ; copy sign bit
+        AND     EAX, 7FFFFFFFH       ; remove sign bit
+        SAR     EDX, 31
+        AND     EBX, 7FFFFFFFH
+        XOR     EAX, ECX      ; make 2-complement if sign bit was set
+        XOR     EBX, EDX
+        SUB     EAX, ECX
+        SUB     EBX, EDX
+        CMP     EAX, EBX
+        JL      ASmallerThanB        ; signed comparison</pre><p>
+This method works for all normal floating point numbers, including -0.
+<p>
+<h3><a name="27_7">27.7 Using floating point instructions to do integer operations (PPlain and PMMX)</a></h3><p>
+<h4>Integer multiplication (PPlain and PMMX)</h4><p>
+Floating point multiplication is faster than integer multiplication on the PPlain and PMMX,
+but the price for converting integer factors to float and converting the result back to integer
+is high, so floating point multiplication is only advantageous if the number of conversions
+needed is low compared with the number of multiplications. (It may be tempting to use 
+denormal floating point operands to save some of the conversions here, but the handling of 
+denormals is very slow, so this is not a good idea!)
+<p>
+On the PMMX, MMX multiplication instructions are faster than integer multiplication, and 
+can be pipelined to a throughput of one multiplication per clock cycle, so this may be the 
+best solution for doing fast multiplication on the PMMX, if you can live with 16 bit precision.
+<p>
+Integer multiplication is faster than floating point on PPro, PII and PIII.
+<p>
+<h4>Integer division (PPlain and PMMX)</h4><p>
+Floating point division is not faster than integer division, but you can do other integer
+operations (including integer division, but not integer multiplication) while the floating point
+unit is working on the division (See example <a href="#paralleldiv">above</a>).
+<p>
+<h4>Converting binary to decimal numbers (all processors)</h4><p>
+Using the <kbd>FBSTP</kbd> instruction is a simple and convenient way of converting a binary number
+to decimal, although not necessarily the fastest method.
+<p>
+<h3><a name="27_8">27.8 Moving blocks of data (all processors)</a></h3><p>
+There are several ways of moving blocks of data. The most common method is
+<kbd>REP MOVSD</kbd>, but under certain conditions other methods are faster.
+<p>
+On PPlain and PMMX it is faster to move 8 bytes at a time using floating
+point registers if the destination is not in the cache:
+<pre>TOP:    FILD    QWORD PTR [ESI]
+        FILD    QWORD PTR [ESI+8]
+        FXCH
+        FISTP   QWORD PTR [EDI]
+        FISTP   QWORD PTR [EDI+8]
+        ADD     ESI, 16
+        ADD     EDI, 16
+        DEC     ECX
+        JNZ     TOP</pre>
+<p>
+The source and destination should of course be aligned by 8. The extra time used by the
+slow <kbd>FILD</kbd> and <kbd>FISTP</kbd> instructions is compensated for by the fact that you only have to do
+half as many write operations. Note that this method is only advantageous on the PPlain
+and PMMX and only if the destination is not in the level 1 cache. You cannot use
+<kbd>FLD</kbd> and <kbd>FSTP</kbd> (without <kbd>I</kbd>) on arbitrary bit patterns because denormal numbers
+are handled slowly and certain bit patterns are not preserved unchanged.
+<p>
+On the PMMX processor it is faster to use MMX instructions to move eight bytes
+at a time if the destination is not in the cache:
+<pre>TOP:    MOVQ    MM0,[ESI]
+        MOVQ    [EDI],MM0
+        ADD     ESI,8
+        ADD     EDI,8
+        DEC     ECX
+        JNZ     TOP</pre>
+<p>
+There is no need to unroll this loop or optimize it further if cache misses are expected,
+because memory access is the bottleneck here, not instruction execution.
+<p>
+On PPro, PII and PIII processors the <kbd>REP MOVSD</kbd> instruction is particularly
+fast when the following conditions are met (see chapter <a href="#26_3">26.3</a>):
+<ul>
+<li>both source and destination must be aligned by 8
+<li>direction must be forward (direction flag cleared)
+<li>the count (<kbd>ECX</kbd>) must be greater than or equal to 64
+<li>the difference between <kbd>EDI</kbd> and <kbd>ESI</kbd> must be numerically greater than or equal to 32
+<li>the memory type for both source and destination must be either writeback or
+write-combining (you can normally assume this).
+</ul>
+<p>
+On the PII it is faster to use MMX registers if the above conditions are not met
+and the destination is likely to be in the level 1 cache. The loop may be rolled
+out by two, and the source and destination should of course be aligned by 8.
+<p>
+On the PIII the fastest way of moving data is to use the <kbd>MOVAPS</kbd>
+instruction if the above conditions are not met or if the destination is in
+the level 1 or level 2 cache:
+<pre>        SUB     EDI, ESI
+TOP:    MOVAPS  XMM0, [ESI]
+        MOVAPS  [ESI+EDI], XMM0
+        ADD     ESI, 16
+        DEC     ECX
+        JNZ     TOP</pre><p>
+Unlike <kbd>FLD</kbd>, <kbd>MOVAPS</kbd> can handle any bit pattern without
+problems. Remember that source and destination must be aligned by 16.
+<p>
+If the number of bytes to move is not divisible by 16 then you may round up
+to the nearest number divisible by 16 and put some extra space at the end of
+the destination buffer to receive the superfluous bytes. If this is not possible
+then you have to move the remaining bytes by other methods.
+<p>
+On the PIII you also have the option of writing directly to RAM memory without
+involving the cache by using the <kbd>MOVNTQ</kbd> or <kbd>MOVNTPS</kbd>
+instruction. This can be useful if you don't want the destination to go into
+a cache. <kbd>MOVNTPS</kbd> is only slightly faster than <kbd>MOVNTQ</kbd>.
+<p>
+<h3><a name="27_9">27.9 Self-modifying code (All processors)</a></h3><p>
+The penalty for executing a piece of code immediately after modifying it is approximately 19 
+clocks for PPlain, 31 for PMMX, and 150-300 for PPro, PII and PIII. The 80486 and earlier
+processors require a jump between the modifying and the modified code in order to flush 
+the code cache.
+<p>
+To get permission to modify code in a protected operating system you need to call special 
+system functions: In 16-bit Windows call ChangeSelector, in 32-bit Windows call 
+VirtualProtect and FlushInstructionCache (or put the code in a data segment).
+<p>
+Self-modifying code is not considered good programming practice, but it may be justified if 
+the gain in speed is considerable.
+<p>
+<h3><a name="27_10">27.10 Detecting processor type (All processors)</a></h3><p>
+I think it is fairly obvious by now that what is optimal for one microprocessor may not be 
+optimal for another. You may make the most critical parts of you program in different 
+versions, each optimized for a specific microprocessor and selecting the desired version at
+run time after detecting which microprocessor the program is running on. If you are using 
+instructions that are not supported by all microprocessors (i.e. conditional
+moves, <kbd>FCOMI</kbd>, MMX and XMM instructions) then you must first check if the program is running on a microprocessor
+that supports these instructions. The subroutine below checks the type of microprocessor
+and the features supported.
+<p>
+<pre>; define CPUID instruction if not known by assembler:
+CPUID   MACRO
+        DB      0FH, 0A2H
+ENDM
+
+; C++ prototype:
+; extern "C" long int DetectProcessor (void);
+
+; return value: 
+; bits 8-11 = family (5 for PPlain and PMMX, 6 for PPro, PII and PIII)
+; bit  0 = floating point instructions supported
+; bit 15 = conditional move and FCOMI instructions supported
+; bit 23 = MMX instructions supported
+; bit 25 = XMM instructions supported
+
+_DetectProcessor PROC NEAR
+PUBLIC  _DetectProcessor
+        PUSH    EBX
+        PUSH    ESI
+        PUSH    EDI
+        PUSH    EBP
+        ; detect if CPUID instruction supported by microprocessor:
+        PUSHFD
+        POP     EAX
+        MOV     EBX, EAX
+        XOR     EAX, 1 SHL 21    ; check if CPUID bit can toggle
+        PUSH    EAX
+        POPFD
+        PUSHFD
+        POP     EAX
+        XOR     EAX, EBX
+        AND     EAX, 1 SHL 21
+        JZ      SHORT DPEND      ; CPUID instruction not supported
+        XOR     EAX, EAX
+        CPUID                    ; get number of CPUID functions
+        TEST    EAX, EAX
+        JZ      SHORT DPEND      ; CPUID function 1 not supported
+        MOV     EAX, 1
+        CPUID                    ; get family and features
+        AND     EAX, 000000F00H  ; family
+        AND     EDX, 0FFFFF0FFH  ; features flags
+        OR      EAX, EDX         ; combine bits
+DPEND:  POP     EBP
+        POP     EDI
+        POP     ESI
+        POP     EBX
+        RET
+_DetectProcessor ENDP</pre>
+<p>
+Note that some operating systems do not allow XMM instructions.
+Information on how to check for operating system support of XMM instructions can
+be found in Intel's application note AP-900: "Identifying support for Streaming
+SIMD Extensions in the Processor and Operating System".
+More information on microprocessor identification can be found in Intel's
+application note AP-485: "Intel Processor Identification and the CPUID Instruction".
+<p>
+To code the conditional move, MMX, XMM instructions etc. on an assembler that doesn't have
+these instructions use the macros at <a href="http://www.agner.org/assem/macros.zip">www.agner.org/assem/macros.zip</a>
+<p>
+<h2><a name="28">28</a>. List of instruction timings for PPlain and PMMX</h2>
+<h3><a name="28_1">28.1 Integer instructions</a></h3><p>
+<b>Explanations:</b><br>
+<u>Operands:</u><br>
+r = register, m = memory, i = immediate data, sr = segment register<br>
+m32 = 32 bit memory operand, etc.
+<p>
+<u>Clock cycles:</u><br>
+The numbers are minimum values. Cache misses, misalignment, and exceptions may
+increase the clock counts considerably.
+<p>
+<u>Pairability:</u><br>
+u = pairable in u-pipe, v = pairable in v-pipe, uv = pairable in either pipe,
+np = not pairable.
+<p>
+
+<table border=1 cellpadding=4 cellspacing=1>
+<tr><td class="a3">&nbsp;Instruction&nbsp;</td>
+<td class="a3">&nbsp;Operands&nbsp;</td>
+<td class="a3">&nbsp;Clock cycles&nbsp;</td>
+<td class="a3">&nbsp;Pairability&nbsp;</td></tr>
+<tr><td>NOP</td><td>&nbsp;</td><td>1</td><td>uv</td></tr>
+<tr><td>MOV</td><td>r/m, r/m/i</td><td>1</td><td>uv</td></tr>
+<tr><td>MOV</td><td>r/m, sr</td><td>1</td><td>np</td></tr>
+<tr><td>MOV</td><td>sr , r/m</td><td>&gt;= 2 b)</td><td>np</td></tr>
+<tr><td>MOV</td><td>m , accum</td><td>1</td><td>uv h)</td></tr>
+<tr><td>XCHG</td><td>(E)AX, r</td><td>2</td><td>np</td></tr>
+<tr><td>XCHG</td><td>r , r</td><td>3</td><td>np</td></tr>
+<tr><td>XCHG</td><td>r , m</td><td>&gt;15</td><td>np</td></tr>
+<tr><td>XLAT</td><td>&nbsp;</td><td>4</td><td>np</td></tr>
+<tr><td>PUSH</td><td>r/i</td><td>1</td><td>uv</td></tr>
+<tr><td>POP</td><td>r</td><td>1</td><td>uv</td></tr>
+<tr><td>PUSH</td><td>m</td><td>2</td><td>np</td></tr>
+<tr><td>POP</td><td>m</td><td>3</td><td>np</td></tr>
+<tr><td>PUSH</td><td>sr</td><td>1 b)</td><td>np</td></tr>
+<tr><td>POP</td><td>sr</td><td>&gt;= 3 b)</td><td>np</td></tr>
+<tr><td>PUSHF</td><td>&nbsp;</td><td>3-5</td><td>np</td></tr>
+<tr><td>POPF</td><td>&nbsp;</td><td>4-6</td><td>np</td></tr>
+<tr><td>PUSHA POPA</td><td>&nbsp;</td><td>5-9 i)</td><td>np</td></tr>
+<tr><td>PUSHAD POPAD</td><td>&nbsp;</td><td>5</td><td>np</td></tr>
+<tr><td>LAHF SAHF</td><td>&nbsp;</td><td>2</td><td>np</td></tr>
+<tr><td>MOVSX MOVZX</td><td>r , r/m</td><td>3 a)</td><td>np</td></tr>
+<tr><td>LEA</td><td>r , m</td><td>1</td><td>uv</td></tr>
+<tr><td>LDS LES LFS LGS LSS</td><td>m</td><td>4 c)</td><td>np</td></tr>
+<tr><td>ADD SUB AND OR XOR</td><td>r , r/i</td><td>1</td><td>uv</td></tr>
+<tr><td>ADD SUB AND OR XOR</td><td>r , m</td><td>2</td><td>uv</td></tr>
+<tr><td>ADD SUB AND OR XOR</td><td>m , r/i</td><td>3</td><td>uv</td></tr>
+<tr><td>ADC SBB</td><td>r , r/i</td><td>1</td><td>u</td></tr>
+<tr><td>ADC SBB</td><td>r , m</td><td>2</td><td>u</td></tr>
+<tr><td>ADC SBB</td><td>m , r/i</td><td>3</td><td>u</td></tr>
+<tr><td>CMP</td><td>r , r/i</td><td>1</td><td>uv</td></tr>
+<tr><td>CMP</td><td>m , r/i</td><td>2</td><td>uv</td></tr>
+<tr><td>TEST</td><td>r , r</td><td>1</td><td>uv</td></tr>
+<tr><td>TEST</td><td>m , r</td><td>2</td><td>uv</td></tr>
+<tr><td>TEST</td><td>r , i</td><td>1</td><td>f)</td></tr>
+<tr><td>TEST</td><td>m , i</td><td>2</td><td>np</td></tr>
+<tr><td>INC DEC</td><td>r</td><td>1</td><td>uv</td></tr>
+<tr><td>INC DEC</td><td>m</td><td>3</td><td>uv</td></tr>
+<tr><td>NEG NOT</td><td>r/m</td><td>1/3</td><td>np</td></tr>
+<tr><td>MUL IMUL</td><td>r8/r16/m8/m16</td><td>11</td><td>np</td></tr>
+<tr><td>MUL IMUL</td><td>all other versions</td><td>9 d)</td><td>np</td></tr>
+<tr><td>DIV</td><td>r8/m8</td><td>17</td><td>np</td></tr>
+<tr><td>DIV</td><td>r16/m16</td><td>25</td><td>np</td></tr>
+<tr><td>DIV</td><td>r32/m32</td><td>41</td><td>np</td></tr>
+<tr><td>IDIV</td><td>r8/m8</td><td>22</td><td>np</td></tr>
+<tr><td>IDIV</td><td>r16/m16</td><td>30</td><td>np</td></tr>
+<tr><td>IDIV</td><td>r32/m32</td><td>46</td><td>np</td></tr>
+<tr><td>CBW CWDE</td><td>&nbsp;</td><td>3</td><td>np</td></tr>
+<tr><td>CWD CDQ</td><td>&nbsp;</td><td>2</td><td>np</td></tr>
+<tr><td>SHR SHL SAR SAL</td><td>r , i</td><td>1</td><td>u</td></tr>
+<tr><td>SHR SHL SAR SAL</td><td>m , i</td><td>3</td><td>u</td></tr>
+<tr><td>SHR SHL SAR SAL</td><td>r/m, CL</td><td>4/5</td><td>np</td></tr>
+<tr><td>ROR ROL RCR RCL</td><td>r/m, 1</td><td>1/3</td><td>u</td></tr>
+<tr><td>ROR ROL</td><td>r/m, i(&gt;&lt;1)</td><td>1/3</td><td>np</td></tr>
+<tr><td>ROR ROL</td><td>r/m, CL</td><td>4/5</td><td>np</td></tr>
+<tr><td>RCR RCL</td><td>r/m, i(&gt;&lt;1)</td><td>8/10</td><td>np</td></tr>
+<tr><td>RCR RCL</td><td>r/m, CL</td><td>7/9</td><td>np</td></tr>
+<tr><td>SHLD SHRD</td><td>r, i/CL</td><td>4 a)</td><td>np</td></tr>
+<tr><td>SHLD SHRD</td><td>m, i/CL</td><td>5 a)</td><td>np</td></tr>
+<tr><td>BT</td><td>r, r/i</td><td>4 a)</td><td>np</td></tr>
+<tr><td>BT</td><td>m, i</td><td>4 a)</td><td>np</td></tr>
+<tr><td>BT</td><td>m, i</td><td>9 a)</td><td>np</td></tr>
+<tr><td>BTR BTS BTC</td><td>r, r/i</td><td>7 a)</td><td>np</td></tr>
+<tr><td>BTR BTS BTC</td><td>m, i</td><td>8 a)</td><td>np</td></tr>
+<tr><td>BTR BTS BTC</td><td>m, r</td><td>14 a)</td><td>np</td></tr>
+<tr><td>BSF BSR</td><td>r , r/m</td><td>7-73 a)</td><td>np</td></tr>
+<tr><td>SETcc</td><td>r/m</td><td>1/2 a)</td><td>np</td></tr>
+<tr><td>JMP CALL</td><td>short/near</td><td>1 e)</td><td>v</td></tr>
+<tr><td>JMP CALL</td><td>far</td><td>&gt;= 3 e)</td><td>np</td></tr>
+<tr><td>conditional jump</td><td>short/near</td><td>1/4/5/6 e)</td><td>v</td></tr>
+<tr><td>CALL JMP</td><td>r/m</td><td>2/5 e</td><td>np</td></tr>
+<tr><td>RETN</td><td>&nbsp;</td><td>2/5 e</td><td>np</td></tr>
+<tr><td>RETN</td><td>i</td><td>3/6 e)</td><td>np</td></tr>
+<tr><td>RETF</td><td>&nbsp;</td><td>4/7 e)</td><td>np</td></tr>
+<tr><td>RETF</td><td>i</td><td>5/8 e)</td><td>np</td></tr>
+<tr><td>J(E)CXZ</td><td>short</td><td>4-11 e)</td><td>np</td></tr>
+<tr><td>LOOP</td><td>short</td><td>5-10 e)</td><td>np</td></tr>
+<tr><td>BOUND</td><td>r , m</td><td>8</td><td>np</td></tr>
+<tr><td>CLC STC CMC CLD STD</td><td>&nbsp;</td><td>2</td><td>np</td></tr>
+<tr><td>CLI STI</td><td>&nbsp;</td><td>6-9</td><td>np</td></tr>
+<tr><td>LODS</td><td>&nbsp;</td><td>2</td><td>np</td></tr>
+<tr><td>REP LODS</td><td>&nbsp;</td><td>7+3*n g)</td><td>np</td></tr>
+<tr><td>STOS</td><td>&nbsp;</td><td>3</td><td>np</td></tr>
+<tr><td>REP STOS</td><td>&nbsp;</td><td>10+n g)</td><td>np</td></tr>
+<tr><td>MOVS</td><td>&nbsp;</td><td>4</td><td>np</td></tr>
+<tr><td>REP MOVS</td><td>&nbsp;</td><td>12+n g)</td><td>np</td></tr>
+<tr><td>SCAS</td><td>&nbsp;</td><td>4</td><td>np</td></tr>
+<tr><td>REP(N)E SCAS</td><td>&nbsp;</td><td>9+4*n g)</td><td>np</td></tr>
+<tr><td>CMPS</td><td>&nbsp;</td><td>5</td><td>np</td></tr>
+<tr><td>REP(N)E CMPS</td><td>&nbsp;</td><td>8+4*n g)</td><td>np</td></tr>
+<tr><td>BSWAP</td><td>&nbsp;</td><td>1 a)</td><td>np</td></tr>
+<tr><td>CPUID</td><td>&nbsp;</td><td>13-16 a)</td><td>np</td></tr>
+<tr><td>RDTSC</td><td>&nbsp;</td><td>6-13 a) j)</td><td>np</td></tr>
+</table>
+<p>
+<b>Notes:</b><br>
+a) this instruction has a <kbd>0FH</kbd> prefix which takes one clock cycle extra to
+   decode on a PPlain unless preceded by a multicycle instruction (see
+   chapter <a href="#12">12</a>).<br>
+b) versions with <kbd>FS</kbd> and <kbd>GS</kbd> have a <kbd>0FH</kbd>
+ prefix. see note a.<br>
+c) versions with <kbd>SS, FS</kbd>, and <kbd>GS</kbd> have a <kbd>0FH</kbd> prefix. see note a.<br>
+d) versions with two operands and no immediate have a <kbd>0FH</kbd> prefix, see note a.<br>
+e) see chapter <a href="#22">22</a><br>
+f) only pairable if register is accumulator. see chapter <a href="#26_14">26.14</a>.<br>
+g) add one clock cycle for decoding the repeat prefix unless preceded by a
+   multicycle instruction (such as <kbd>CLD</kbd>. see chapter <a href="#12">12</a>).<br>
+h) pairs as if it were writing to the accumulator. see chapter <a href="#26_14">26.14</a>.<br>
+i) 9 if <kbd>SP</kbd> divisible by 4. <a href="#imperfectpush">See 10.2</a><br>
+j) on PPlain: 6 in priviledged or real mode, 11 in nonpriviledged, error in
+   virtual mode. On PMMX: 8 and 13 clocks respectively.<br>
+<p>
+<h3><a name="28_2">28.2 Floating point instructions</a></h3><p>
+<p>
+<b>Explanations:</b><br>
+<u>Operands:</u><br>
+r = register, m = memory, m32 = 32 bit memory operand, etc.
+<p>
+<u>Clock cycles:</u><br>
+The numbers are minimum values. Cache misses, misalignment, denormal operands, and
+exceptions may increase the clock counts considerably.
+<p>
+<u>Pairability:</u><br>
++ = pairable with <kbd>FXCH</kbd>, np = not pairable with <kbd>FXCH</kbd>.
+<p>
+<u>i-ov:</u><br>
+Overlap with integer instructions. i-ov = 4 means that the last four clock cycles can overlap
+with subsequent integer instructions.
+<p>
+<u>fp-ov:</u><br>
+Overlap with floating point instructions. fp-ov = 2 means that the last two clock cycles can 
+overlap with subsequent floating point instructions.
+(<kbd>WAIT</kbd> is considered a floating point instruction here)<p>
+
+<table border=1 cellpadding=4 cellspacing=1>
+<tr><td class="a3">&nbsp;Instruction&nbsp;</td>
+<td class="a3">&nbsp;Operand&nbsp;</td>
+<td class="a3">&nbsp;Clock cycles&nbsp;</td>
+<td class="a3">&nbsp;Pairability&nbsp;</td>
+<td class="a3">&nbsp;i-ov&nbsp;</td>
+<td class="a3">&nbsp;fp-ov&nbsp;</td></tr>
+<tr><td>FLD</td><td>r/m32/m64</td><td>1</td><td>+</td><td>0</td><td>0</td></tr>
+<tr><td>FLD</td><td>m80</td><td>3</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FBLD</td><td>m80</td><td>48-58</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FST(P)</td><td>r</td><td>1</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FST(P)</td><td>m32/m64</td><td>2 m)</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FST(P)</td><td>m80</td><td>3 m)</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FBSTP</td><td>m80</td><td>148-154</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FILD</td><td>m</td><td>3</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FIST(P)</td><td>m</td><td>6</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FLDZ FLD1</td><td>&nbsp;</td><td>2</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FLDPI FLDL2E etc.</td><td>&nbsp;</td><td>5 s)</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FNSTSW</td><td>AX/m16</td><td>6 q)</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FLDCW</td><td>m16</td><td>8</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FNSTCW</td><td>m16</td><td>2</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FADD(P)</td><td>r/m</td><td>3</td><td>+</td><td>2</td><td>2</td></tr>
+<tr><td>FSUB(R)(P)</td><td>r/m</td><td>3</td><td>+</td><td>2</td><td>2</td></tr>
+<tr><td>FMUL(P)</td><td>r/m</td><td>3</td><td>+</td><td>2</td><td>2 n)</td></tr>
+<tr><td>FDIV(R)(P)</td><td>r/m</td><td>19/33/39 p)</td><td>+</td><td>38 o)</td><td>2</td></tr>
+<tr><td>FCHS FABS</td><td>&nbsp;</td><td>1</td><td>+</td><td>0</td><td>0</td></tr>
+<tr><td>FCOM(P)(P) FUCOM</td><td>r/m</td><td>1</td><td>+</td><td>0</td><td>0</td></tr>
+<tr><td>FIADD FISUB(R)</td><td>m</td><td>6</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FIMUL</td><td>m</td><td>6</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FIDIV(R)</td><td>m</td><td>22/36/42 p)</td><td>np</td><td>38 o)</td><td>2</td></tr>
+<tr><td>FICOM</td><td>m</td><td>4</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FTST</td><td>&nbsp;</td><td>1</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FXAM</td><td>&nbsp;</td><td>17-21</td><td>np</td><td>4</td><td>0</td></tr>
+<tr><td>FPREM</td><td>&nbsp;</td><td>16-64</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FPREM1</td><td>&nbsp;</td><td>20-70</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FRNDINT</td><td>&nbsp;</td><td>9-20</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FSCALE</td><td>&nbsp;</td><td>20-32</td><td>np</td><td>5</td><td>0</td></tr>
+<tr><td>FXTRACT</td><td>&nbsp;</td><td>12-66</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FSQRT</td><td>&nbsp;</td><td>70</td><td>np</td><td>69 o)</td><td>2</td></tr>
+<tr><td>FSIN FCOS</td><td>&nbsp;</td><td>65-100 r)</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FSINCOS</td><td>&nbsp;</td><td>89-112 r)</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>F2XM1</td><td>&nbsp;</td><td>53-59 r)</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FYL2X</td><td>&nbsp;</td><td>103 r)</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FYL2XP1</td><td>&nbsp;</td><td>105 r)</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FPTAN</td><td>&nbsp;</td><td>120-147 r)</td><td>np</td><td>36 o)</td><td>0</td></tr>
+<tr><td>FPATAN</td><td>&nbsp;</td><td>112-134 r)</td><td>np</td><td>2</td><td>2</td></tr>
+<tr><td>FNOP</td><td>&nbsp;</td><td>1</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FXCH</td><td>r</td><td>1</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FINCSTP FDECSTP</td><td>&nbsp;</td><td>2</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FFREE</td><td>r</td><td>2</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FNCLEX</td><td>&nbsp;</td><td>6-9</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FNINIT</td><td>&nbsp;</td><td>12-22</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FNSAVE</td><td>m</td><td>124-300</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>FRSTOR</td><td>m</td><td>70-95</td><td>np</td><td>0</td><td>0</td></tr>
+<tr><td>WAIT</td><td>&nbsp;</td><td>1</td><td>np</td><td>0</td><td>0</td></tr>
+</table>
+<p>
+<b>Notes:</b><br>
+m) The value to store is needed one clock cycle in advance.<br>
+n) 1 if the overlapping instruction is also an <kbd>FMUL</kbd>.<br>
+o) Cannot overlap integer multiplication instructions.<br>
+p) <kbd>FDIV</kbd> takes 19, 33, or 39 clock cycles for 24, 53, and 64 bit precision
+respectively. <kbd>FIDIV</kbd> takes 3 clocks more. The precision is defined by bit
+8-9 of the floating point control word.<br>
+q) The first 4 clock cycles can overlap with preceding integer instructions.
+See chapter <a href="#26_7">26.7</a>.<br>
+r) clock counts are typical. Trivial cases may be faster, extreme cases may
+be slower.<br>
+s) may be up to 3 clocks more when output needed for <kbd>FST</kbd>,
+<kbd>FCHS</kbd>, or <kbd>FABS</kbd>.
+<p>
+<h3><a name="28_3">28.3 MMX instructions (PMMX)</a></h3><p>
+<p>
+A list of MMX instruction timings is not needed because they all take one clock cycle,
+except the MMX multiply instructions which take 3. MMX multiply instructions can be 
+overlapped and pipelined to yield a throughput of one multiplication per clock cycle.
+<p>
+The <kbd>EMMS</kbd> instruction takes only one clock cycle, but the first floating point instruction after
+an <kbd>EMMS</kbd> takes approximately 58 clocks extra, and the first MMX instruction after a floating
+point instruction takes approximately 38 clocks extra. There is no penalty for an MMX 
+instruction after <kbd>EMMS</kbd> on the PMMX (but a possible small penalty on the PII and PIII).
+<p>
+There is no penalty for using a memory operand in an MMX instruction because the MMX 
+arithmetic unit is one step later in the pipeline than the load unit. But the penalty comes 
+when you store data from an MMX register to memory or to a 32 bit register: The data have 
+to be ready one clock cycle in advance. This is analogous to the floating point store 
+instructions.
+<p>
+All MMX instructions except <kbd>EMMS</kbd> are pairable in either pipe. Pairing rules for MMX
+instructions are described in chapter <a href="#10">10</a>.
+<p>
+<h2><a name="29">29</a>. List of instruction timings and micro-op breakdown for PPro, PII and PIII</h2><p>
+<b>Explanations:</b><br>
+<u>Operands:</u><br>
+r = register,  m = memory,  i = immediate data,  sr = segment register,
+m32 = 32 bit memory operand, etc.
+<p>
+<u>Micro-ops:</u><br>
+The number of micro-ops that the instruction generates for each execution port.<br>
+p0:  port 0:  ALU, etc.<br>
+p1:  port 1:  ALU, jumps<br>
+p01:  instructions that can go to either port 0 or 1, whichever is vacant first.<br>
+p2:  port 2:  load data, etc.<br>
+p3:  port 3:  address generation for store<br>
+p4:  port 4:  store data
+<p>
+<u>Delay:</u><br>
+This is the delay that the instruction generates in a dependency chain.
+(This is not the same as the time spent in the execution unit. Values may be
+inaccurate in situations where they cannot be measured exactly, especially with
+memory operands).
+The numbers are minimum values. Cache misses, misalignment, and exceptions
+may increase the clock counts considerably. Floating point operands are
+presumed to be normal numbers. Denormal numbers, NANs and infinity increase
+the delays by 50-150 clocks, except in XMM move, shuffle and boolean instructions.
+Floating point overflow, underflow, denormal or NAN results give a similar delay.
+<p>
+<u>Throughput:</u><br>
+The maximum throughput for several instructions of the same kind. For example, a
+throughput of 1/2 for <kbd>FMUL</kbd> means that a new <kbd>FMUL</kbd> instruction can start executing
+every 2 clock cycles.<p>
+
+<table border="1" cellpadding="4" cellspacing="1">
+<tr>
+<td colspan="10" class="a2"><a name="29_1">29.1 Integer instructions</a></td>
+</tr>
+<tr>
+<td class="a3">Instruction</td>
+<td class="a3">Operands</td>
+<td colspan="6" class="a3">micro-ops</td>
+<td class="a3">delay</td>
+<td class="a3">throughput</td>
+</tr>
+<tr><td>&nbsp;</td><td>&nbsp;</td><td class="a3">p0</td><td class="a3">p1</td>
+<td class="a3">p01</td><td class="a3">p2</td><td class="a3">p3</td><td class="a3">p4</td>
+<td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>NOP</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>MOV</td><td>r,r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>MOV</td><td>r,m</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>MOV</td><td>m,r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>MOV</td><td>r,sr</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>MOV</td><td>m,sr</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>MOV</td><td>sr,r</td><td colspan="3">8</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>5</td><td>&nbsp;</td></tr>
+<tr><td>MOV</td><td>sr,m</td><td colspan="3">7</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>8</td><td>&nbsp;</td></tr>
+<tr><td>MOVSX MOVZX</td><td>r,r</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>MOVSX MOVZX</td><td>r,m</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CMOVcc</td><td>r,r</td><td>1</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CMOVcc</td><td>r,m</td><td>1</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>XCHG</td><td>r,r</td><td>&nbsp;</td><td>&nbsp;</td><td>3</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>XCHG</td><td>r,m</td><td>&nbsp;</td><td>&nbsp;</td><td>4</td>
+<td>1</td><td>1</td><td>1</td><td>high b)</td><td>&nbsp;</td></tr>
+<tr><td>XLAT</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>PUSH</td><td>r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>POP</td><td>r</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>POP</td><td>(E)SP</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>PUSH</td><td>m</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>POP</td><td>m</td><td>&nbsp;</td><td>&nbsp;</td><td>5</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>PUSH</td><td>sr</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>POP</td><td>sr</td><td>&nbsp;</td><td>&nbsp;</td><td>8</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>PUSHF(D)</td><td>&nbsp;</td><td>3</td><td>&nbsp;</td><td>11</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>POPF(D)</td><td>&nbsp;</td><td>10</td><td>&nbsp;</td><td>6</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>PUSHA(D)</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>8</td><td>8</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>POPA(D)</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td>
+<td>8</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>LAHF SAHF</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>LEA</td><td>r,m</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1 c)</td><td>&nbsp;</td></tr>
+<tr><td>LDS LES LFS LGS LSS</td><td>m</td><td>&nbsp;</td><td>&nbsp;</td><td>8</td>
+<td>3</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>ADD SUB AND OR XOR</td><td>r,r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>ADD SUB AND OR XOR</td><td>r,m</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>ADD SUB AND OR XOR</td><td>m,r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>ADC SBB</td><td>r,r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>ADC SBB</td><td>r,m</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>ADC SBB</td><td>m,r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>3</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CMP TEST</td><td>r,r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CMP TEST</td><td>m,r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>INC DEC NEG NOT</td><td>r</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>INC DEC NEG NOT</td><td>m</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>AAS DAA DAS</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>AAD</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>&nbsp;</td></tr>
+<tr><td>AAM</td><td>&nbsp;</td><td>1</td><td>1</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>15</td><td>&nbsp;</td></tr>
+<tr><td>MUL IMUL</td><td>r,(r),(i)</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>1/1</td></tr>
+<tr><td>MUL IMUL</td><td>(r),m</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>1/1</td></tr>
+<tr><td>DIV IDIV</td><td>r8</td><td>2</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>19</td><td>1/12</td></tr>
+<tr><td>DIV IDIV</td><td>r16</td><td>3</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>23</td><td>1/21</td></tr>
+<tr><td>DIV IDIV</td><td>r32</td><td>3</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>39</td><td>1/37</td></tr>
+<tr><td>DIV IDIV</td><td>m8</td><td>2</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>19</td><td>1/12</td></tr>
+<tr><td>DIV IDIV</td><td>m16</td><td>2</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>23</td><td>1/21</td></tr>
+<tr><td>DIV IDIV</td><td>m32</td><td>2</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>39</td><td>1/37</td></tr>
+<tr><td>CBW CWDE</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CWD CDQ</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>SHR SHL SAR ROR ROL</td><td>r,i/CL</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>SHR SHL SAR ROR ROL</td><td>m,i/CL</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>RCR RCL</td><td>r,1</td><td>1</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>RCR RCL</td><td>r8,i/CL</td><td>4</td><td>&nbsp;</td><td>4</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>RCR RCL</td><td>r16/32,i/CL</td><td>3</td><td>&nbsp;</td><td>3</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>RCR RCL</td><td>m,1</td><td>1</td><td>&nbsp;</td><td>2</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>RCR RCL</td><td>m8,i/CL</td><td>4</td><td>&nbsp;</td><td>3</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>RCR RCL</td><td>m16/32,i/CL</td><td>4</td><td>&nbsp;</td><td>2</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>SHLD SHRD</td><td>r,r,i/CL</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>SHLD SHRD</td><td>m,r,i/CL</td><td>2</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>BT</td><td>r,r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>BT</td><td>m,r/i</td><td>1</td><td>&nbsp;</td><td>6</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>BTR BTS BTC</td><td>r,r/i</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>BTR BTS BTC</td><td>m,r/i</td><td>1</td><td>&nbsp;</td><td>6</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>BSF BSR</td><td>r,r</td><td>&nbsp;</td><td>1</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>BSF BSR</td><td>r,m</td><td>&nbsp;</td><td>1</td><td>1</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>SETcc</td><td>r</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>SETcc</td><td>m</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>JMP</td><td>short/near</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1/2</td></tr>
+<tr><td>JMP</td><td>far</td><td colspan="3">21</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>JMP</td><td>r</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1/2</td></tr>
+<tr><td>JMP</td><td>m(near)</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1/2</td></tr>
+<tr><td>JMP</td><td>m(far)</td><td colspan="3">21</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>conditional jump</td><td>short/near</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1/2</td></tr>
+<tr><td>CALL</td><td>near</td><td>&nbsp;</td><td>1</td><td>1</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td><td>1/2</td></tr>
+<tr><td>CALL</td><td>far</td><td colspan="3">28</td>
+<td>1</td><td>2</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CALL</td><td>r</td><td>&nbsp;</td><td>1</td><td>2</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td><td>1/2</td></tr>
+<tr><td>CALL</td><td>m(near)</td><td>&nbsp;</td><td>1</td><td>4</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>1/2</td></tr>
+<tr><td>CALL</td><td>m (far)</td><td colspan="3">28</td>
+<td>2</td><td>2</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>RETN</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>2</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1/2</td></tr>
+<tr><td>RETN</td><td>i</td><td>&nbsp;</td><td>1</td><td>3</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1/2</td></tr>
+<tr><td>RETF</td><td>&nbsp;</td><td colspan="3">23</td>
+<td>3</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>RETF</td><td>i</td><td colspan="3">23</td><td>3</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>J(E)CXZ</td><td>short</td><td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>LOOP</td><td>short</td><td>2</td><td>1</td><td>8</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>LOOP(N)E</td><td>short</td><td>2</td><td>1</td><td>8</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>ENTER</td><td>i,0</td><td>&nbsp;</td><td>&nbsp;</td><td>12</td><td>&nbsp;</td>
+<td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>ENTER</td><td>a,b</td><td colspan="3">ca. 18+4b</td><td>&nbsp;</td>
+<td>b-1</td><td>2b</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>LEAVE</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>BOUND</td><td>r,m</td><td>7</td><td>&nbsp;</td><td>6</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CLC STC CMC</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CLD STD</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>4</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CLI</td><td>&nbsp;</td><td colspan="3">9</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>STI</td><td>&nbsp;</td><td colspan="3">17</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>INTO</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>5</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>LODS</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>REP LODS</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td colspan="2">10+6n</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>STOS</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>REP STOS</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td colspan="4">ca. 5n a)</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>MOVS</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>3</td>
+<td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>REP MOVS</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td colspan="4">ca. 6n a)</td>
+<td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>SCAS</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>REP(N)E SCAS</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td colspan="2">12+7n</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CMPS</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>4</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>REP(N)E CMPS</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td colspan="2">12+9n</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>BSWAP</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>CPUID</td><td>&nbsp;</td><td colspan="3">23-48</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>RDTSC</td><td>&nbsp;</td><td colspan="3">31</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>IN</td><td>&nbsp;</td><td colspan="3">18</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&gt;300</td><td>&nbsp;</td></tr>
+<tr><td>OUT</td><td>&nbsp;</td><td colspan="3">18</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&gt;300</td><td>&nbsp;</td></tr>
+<tr><td>PREFETCHNTA&nbsp; d)</td><td>m</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td><td>
+&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>PREFETCHT0&nbsp; d)</td><td>m</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>PREFETCHT1&nbsp; d)</td><td>m</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>PREFETCHT2&nbsp; d)</td><td>m</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td><td>
+&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>SFENCE&nbsp; d)</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>
+&nbsp;1</td><td>&nbsp;</td><td>1/6</td></tr>
+</TABLE><p>
+<b>Notes:</b><br>
+a) faster under certain conditions: see chapter <a href="#26_3">26.3</a>.<br>
+b) see chapter <a href="#26_1">26.1</a><br>
+c) 3 if constant without base or index register<br>
+d) PIII only.
+<p>
+
+<table border="1" cellpadding="4" cellspacing="1">
+<tr>
+<td colspan="10" class="a2"><a name="29_2">29.2 Floating point instructions</a></td>
+</tr>
+<tr>
+<td class="a3">Instruction</td>
+<td class="a3">Operands</td>
+<td colspan="6" align="center" class="a3">micro-ops</td>
+<td class="a3">delay</td>
+<td class="a3">throughput</td>
+</tr>
+<tr>
+<td>&nbsp;</td>
+<td>&nbsp;</td>
+<td class="a4">p0</td>
+<td class="a4">p1</td>
+<td class="a4">p01</td>
+<td class="a4">p2</td>
+<td class="a4">p3</td>
+<td class="a4">p4</td>
+<td>&nbsp;</td>
+<td>&nbsp;</td>
+</tr>
+<tr><td>FLD</td><td>r</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FLD</td><td>m32/64</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td></tr>
+<tr><td>FLD</td><td>m80</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FBLD</td><td>m80</td><td>38</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FST(P)</td><td>r</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FST(P)</td><td>m32/m64</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>1</td><td>&nbsp;</td></tr>
+<tr><td>FSTP</td><td>m80</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>2</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FBSTP</td><td>m80</td><td>165</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>2</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FXCH</td><td>r</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>0</td><td>3/1 f)</td></tr>
+<tr><td>FILD</td><td>m</td><td>3</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>5</td><td>&nbsp;</td></tr>
+<tr><td>FIST(P)</td><td>m</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>5</td><td>&nbsp;</td></tr>
+<tr><td>FLDZ</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td colspan="2">FLD1 FLDPI FLDL2E etc.</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FCMOVcc</td><td>r</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td></tr>
+<tr><td>FNSTSW</td><td>AX</td><td>3</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>7</td><td>&nbsp;</td></tr>
+<tr><td>FNSTSW</td><td>m16</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FLDCW</td><td>m16</td><td>1</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>10</td><td>&nbsp;</td></tr>
+<tr><td>FNSTCW</td><td>m16</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FADD(P) FSUB(R)(P)</td><td>r</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>FADD(P) FSUB(R)(P)</td><td>m</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>3-4</td><td>1/1</td></tr>
+<tr><td>FMUL(P)</td><td>r</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>5</td><td>1/2 g)</td></tr>
+<tr><td>FMUL(P)</td><td>m</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>5-6</td><td>1/2 g)</td></tr>
+<tr><td>FDIV(R)(P)</td><td>r</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>38 h)</td><td>1/37</td></tr>
+<tr><td>FDIV(R)(P)</td><td>m</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>38 h)</td><td>1/37</td></tr>
+<tr><td>FABS</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FCHS</td><td>&nbsp;</td><td>3</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td></tr>
+<tr><td>FCOM(P) FUCOM</td><td>r</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td></tr>
+<tr><td>FCOM(P) FUCOM</td><td>m</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td></tr>
+<tr><td>FCOMPP FUCOMPP</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td></tr>
+<tr><td>FCOMI(P) FUCOMI(P)</td><td>r</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td></tr>
+<tr><td>FCOMI(P) FUCOMI(P)</td><td>m</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td></tr>
+<tr><td>FIADD FISUB(R)</td><td>m</td><td>6</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FIMUL</td><td>m</td><td>6</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FIDIV(R)</td><td>m</td><td>6</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FICOM(P)</td><td>m</td><td>6</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FTST</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td></tr>
+<tr><td>FXAM</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td></tr>
+<tr><td>FPREM</td><td>&nbsp;</td><td>23</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FPREM1</td><td>&nbsp;</td><td>33</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FRNDINT</td><td>&nbsp;</td><td>30</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FSCALE</td><td>&nbsp;</td><td>56</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FXTRACT</td><td>&nbsp;</td><td>15</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FSQRT</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>69</td><td>e,i)</td></tr>
+<tr><td>FSIN FCOS</td><td>&nbsp;</td><td colspan="3">17-97</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>27-103</td><td>e)</td></tr>
+<tr><td>FSINCOS</td><td>&nbsp;</td><td colspan="3">18-110</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>29-130</td><td>e)</td></tr>
+<tr><td>F2XM1</td><td>&nbsp;</td><td colspan="3">17-48</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>66</td><td>e)</td></tr>
+<tr><td>FYL2X</td><td>&nbsp;</td><td colspan="3">36-54</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>103</td><td>e)</td></tr>
+<tr><td>FYL2XP1</td><td>&nbsp;</td><td colspan="3">31-53</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>98-107</td><td>e)</td></tr>
+<tr><td>FPTAN</td><td>&nbsp;</td><td colspan="3">21-102</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>13-143</td><td>e)</td></tr>
+<tr><td>FPATAN</td><td>&nbsp;</td><td colspan="3">25-86</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>44-143</td><td>e)</td></tr>
+<tr><td>FNOP</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FINCSTP FDECSTP</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FFREE</td><td>r</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FFREEP</td><td>r</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FNCLEX</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>3</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FNINIT</td><td>&nbsp;</td><td colspan="3">13</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FNSAVE</td><td>&nbsp;</td><td colspan="3">141</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>FRSTOR</td><td>&nbsp;</td><td colspan="3">72</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>WAIT</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td></tr>
+</table>
+
+<p><b>Notes:</b><br>
+e) not pipelined<br>
+f) <kbd>FXCH</kbd> generates 1 micro-op that is resolved by register renaming without
+   going to any port.<br>
+g) <kbd>FMUL</kbd> uses the same circuitry as integer multiplication. Therefore, the
+   combined throughput of mixed floating point and integer multiplications is
+   1 <kbd>FMUL</kbd> + 1 <kbd>IMUL</kbd> per 3 clock cycles.<br>
+h) <kbd>FDIV</kbd> delay depends on precision specified in control word:
+   precision 64 bits gives delay 38, precision 53 bits gives delay 32,
+   precision 24 bits gives delay 18. Division by a power of 2 takes 9 clocks.
+   Throughput is 1/(delay-1).<br>
+i) faster for lower precision.
+<p>
+
+<table border=1 cellpadding=4 cellspacing=1><tr>
+<td colspan="10" class="a2"><a name="29_3">29.3 MMX instructions (PII and PIII)</a></td></tr>
+<tr><td class="a3">Instruction</td>
+<td class="a3">Operands</td>
+<td colspan="6" align="center" class="a3">micro-ops</td>
+<td class="a3">delay</td>
+<td class="a3">throughput</td></tr>
+<tr><td>&nbsp;</td><td>&nbsp;</td>
+<td class="a4">p0</td><td class="a4">p1</td><td class="a4">p01</td>
+<td class="a4">p2</td><td class="a4">p3</td><td class="a4">p4</td>
+<td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>MOVD MOVQ</td><td>r,r</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>2/1</td></tr>
+<tr><td>MOVD MOVQ</td><td>r64,m32/64</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>1/1</td></tr>
+<tr><td>MOVD MOVQ</td><td>m32/64,r64</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>
+1</td><td>&nbsp;</td><td>1/1</td></tr>
+<tr><td>PADD PSUB PCMP</td><td>r64,r64</td>&nbsp;
+<td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>1/1</td></tr>
+<tr><td>PADD PSUB PCMP</td><td>r64,m64</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>1/1</td></tr>
+<tr><td>PMUL PMADD</td><td>r64,r64</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;
+</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>PMUL PMADD</td><td>r64,m64</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;
+</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>PAND PANDN POR <br>PXOR</td>
+<td>r64,r64</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2/1</td></tr>
+<tr><td>PAND PANDN POR<br>PXOR</td><td>r64,m64</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>1/1</td></tr>
+<tr><td>PSRA PSRL PSLL</td><td>r64,r64/i</td>
+<td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>1/1</td></tr>
+<tr><td>PSRA PSRL PSLL</td><td>r64,m64</td>
+<td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>1</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>1/1</td></tr>
+<tr><td>PACK PUNPCK</td><td>r64,r64</td>
+<td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>1/1</td></tr>
+<tr><td>PACK PUNPCK</td><td>r64,m64</td>
+<td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>1</td><td>&nbsp;
+</td><td>&nbsp;</td><td>&nbsp;</td><td>1/1</td></tr>
+<tr><td>EMMS</td><td>&nbsp;</td><td colspan="3">11</td><td>&nbsp;</td><td>&nbsp;
+</td><td>&nbsp;</td><td>6 k)</td><td>&nbsp;</td></tr>
+<tr><td>MASKMOVQ&nbsp; d)</td><td>r64,r64</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td>
+<td>&nbsp;1</td><td>&nbsp;1</td><td>2-8</td><td>1/30-1/2</td></tr>
+<tr><td>PMOVMSKB&nbsp; d)</td><td>r32,r64</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;1/1</td></tr>
+<tr><td>MOVNTQ&nbsp; d)</td><td>m64,r64</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;1</td><td>&nbsp;1</td><td>&nbsp;</td><td>1/30-1/1</td></tr>
+<tr><td>PSHUFW&nbsp; d)</td><td>r64,r64,i</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;1/1</td></tr>
+<tr><td>PSHUFW&nbsp; d)</td><td>r64,m64,i</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td><td>&nbsp;1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;2</td><td>&nbsp;1/1</td></tr>
+<tr><td>PEXTRW&nbsp; d)</td><td>r32,r64,i</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;2</td><td>&nbsp;1/1</td></tr>
+<tr><td>PISRW&nbsp; d)</td><td>r64,r32,i</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;1/1</td></tr>
+<tr><td>PISRW&nbsp; d)</td><td>r64,m16,i</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td><td>&nbsp;1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;2</td><td>&nbsp;1/1</td></tr>
+<tr><td>PAVGB PAVGW&nbsp; d)</td><td>r64,r64</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;2/1</td></tr>
+<tr><td>PAVGB PAVGW&nbsp; d)</td><td>r64,m64</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;2</td><td>&nbsp;1/1</td></tr>
+<tr><td>PMINUB PMAXUB PMINSW PMAXSW&nbsp; d)</td><td>r64,r64</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;2/1</td></tr>
+<tr><td>PMINUB PMAXUB PMINSW PMAXSW&nbsp; d)</td><td>r64,m64</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;2</td><td>&nbsp;1/1</td></tr>
+<tr><td>PMULHUW&nbsp; d)</td><td>r64,r64</td><td>&nbsp;1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;3</td><td>&nbsp;1/1</td></tr>
+<tr><td>PMULHUW&nbsp; d)</td><td>r64,m64</td><td>&nbsp;1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;4</td><td>&nbsp;1/1</td></tr>
+<tr><td>PSADBW&nbsp; d)</td><td>r64,r64</td><td>&nbsp;2</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;5</td><td>&nbsp;1/2</td></tr>
+<tr><td>PSADBW&nbsp; d)</td><td>r64,m64</td><td>&nbsp;2</td><td>&nbsp;</td><td>&nbsp;1</td><td>&nbsp;1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;6</td><td>&nbsp;1/2</td></tr>
+</table><p>
+<b>Notes:</b><br>
+d) PIII only.<br>
+k) you may hide the delay by inserting other instructions between <kbd>EMMS</kbd> and any
+subsequent floating point instruction.
+<p>
+<table border="1" callpadding="4" cellspacing="1"><tr>
+<td colspan="10" class="a2"><a name="29_4">29.4 XMM instructions (PIII)</a></td></tr>
+<tr><td class="a3">Instruction</td>
+<td class="a3">Operands</td>
+<td colspan="6" align="center" class="a3">micro-ops</td>
+<td class="a3">delay</td>
+<td class="a3">throughput</td></tr>
+<tr><td>&nbsp;</td><td>&nbsp;</td>
+<td class="a4">&nbsp;p0&nbsp;</td><td class="a4">&nbsp;p1&nbsp;</td>
+<td class="a4">&nbsp;p01&nbsp;</td><td class="a4">&nbsp;p2&nbsp;</td>
+<td class="a4">&nbsp;p3&nbsp;</td><td class="a4">&nbsp;p4&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td></tr>
+<tr><td>MOVAPS</td><td>r128,r128</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>&nbsp;
+</td><td>&nbsp;</td><td>1</td><td>1/1</td></tr>
+<tr><td>MOVAPS</td><td>r128,m128</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>&nbsp;
+</td><td>&nbsp;</td><td>2</td><td>1/2</td></tr>
+<tr><td>MOVAPS</td><td>m128,r128</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>2</td><td>2</td><td>3</td><td>1/2</td></tr>
+<tr><td>MOVUPS</td><td>r128,m128</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>4</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>1/4</td></tr>
+<tr><td>MOVUPS</td><td>m128,r128</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>4</td>
+<td>4</td><td>3</td><td>1/4</td></tr>
+<tr><td>MOVSS</td><td>r128,r128</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1/1</td></tr>
+<tr><td>MOVSS</td><td>r128,m32</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1/1</td></tr>
+<tr><td>MOVSS</td><td>m32,r128</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>1</td><td>1</td><td>1/1</td></tr>
+<tr><td>MOVHPS MOVLPS</td><td>r128,m64</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1/1</td></tr>
+<tr><td>MOVHPS MOVLPS</td><td>m64,r128</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>1</td><td>1</td><td>1/1</td></tr>
+<tr><td>MOVLHPS MOVHLPS</td><td>r128,r128</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1/1</td></tr>
+<tr><td>MOVMSKPS</td><td>r32,r128</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1/1</td></tr>
+<tr><td>MOVNTPS</td><td>m128,r128</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;2</td><td>&nbsp;2</td><td>&nbsp;</td><td>1/15-1/2</td></tr>
+<tr><td>CVTPI2PS</td><td>r128,r64</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>CVTPI2PS</td><td>r128,m64</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>1/2</td></tr>
+<tr><td>CVTPS2PI CVTTPS2PI</td><td>r64,r128</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>CVTPS2PI</td><td>r64,m128</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>1/1</td></tr>
+<tr><td>CVTSI2SS</td><td>r128,r32</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>1/2</td></tr>
+<tr><td>CVTSI2SS</td><td>r128,m32</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>5</td><td>1/2</td></tr>
+<tr><td>CVTSS2SI CVTTSS2SI</td><td>r32,r128</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>CVTSS2SI</td><td>r32,m128</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>1/2</td></tr>
+<tr><td>ADDPS SUBPS</td><td>r128,r128</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/2</td></tr>
+<tr><td>ADDPS SUBPS</td><td>r128,m128</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/2</td></tr>
+<tr><td>ADDSS SUBSS</td><td>r128,r128</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>ADDSS SUBSS</td><td>r128,m32</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>MULPS</td><td>r128,r128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>1/2</td></tr>
+<tr><td>MULPS</td><td>r128,m128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>1/2</td></tr>
+<tr><td>MULSS</td><td>r128,r128</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>1/1</td></tr>
+<tr><td>MULSS</td><td>r128,m32</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>4</td><td>1/1</td></tr>
+<tr><td>DIVPS</td><td>r128,r128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>48</td><td>1/34</td></tr>
+<tr><td>DIVPS</td><td>r128,m128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>48</td><td>1/34</td></tr>
+<tr><td>DIVSS</td><td>r128,r128</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>18</td><td>1/17</td></tr>
+<tr><td>DIVSS</td><td>r128,m32</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>18</td><td>1/17</td></tr>
+<tr><td>ANDPS ANDNPS ORPS XORPS</td><td>r128,r128</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>1/2</td></tr>
+<tr><td>ANDPS ANDNPS ORPS XORPS</td><td>r128,m128</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>1/2</td></tr>
+<tr><td>MAXPS MINPS</td><td>r128,r128</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/2</td>&nbsp;</tr>
+<tr><td>MAXPS MINPS</td><td>r128,m128</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/2</td></tr>
+<tr><td>MAXSS MINSS</td><td>r128,r128</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>MAXSS MINSS</td><td>r128,m32</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>CMPccPS</td><td>r128,r128</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/2</td></tr>
+<tr><td>CMPccPS</td><td>r128,m128</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/2</td></tr>
+<tr><td>CMPccSS</td><td>r128,r128</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>CMPccSS</td><td>r128,m32</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/1</td></tr>
+<tr><td>COMISS UCOMISS</td><td>r128,r128</td><td>&nbsp;</td><td>1</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1/1</td></tr>
+<tr><td>COMISS UCOMISS</td><td>r128,m32</td><td>&nbsp;</td><td>1</td>
+<td>&nbsp;</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1/1</td></tr>
+<tr><td>SQRTPS</td><td>r128,r128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>56</td><td>1/56</td></tr>
+<tr><td>SQRTPS</td><td>r128,m128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>57</td><td>1/56</td></tr>
+<tr><td>SQRTSS</td><td>r128,r128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>30</td><td>1/28</td></tr>
+<tr><td>SQRTSS</td><td>r128,m32</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>31</td><td>1/28</td></tr>
+<tr><td>RSQRTPS</td><td>r128,r128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>1/2</td></tr>
+<tr><td>RSQRTPS</td><td>r128,m128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/2</td></tr>
+<tr><td>RSQRTSS</td><td>r128,r128</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1/1</td></tr>
+<tr><td>RSQRTSS</td><td>r128,m32</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>1/1</td></tr>
+<tr><td>RCPPS</td><td>r128,r128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>1/2</td></tr>
+<tr><td>RCPPS</td><td>r128,m128</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/2</td></tr>
+<tr><td>RCPSS</td><td>r128,r128</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>1</td><td>1/1</td></tr>
+<tr><td>RCPSS</td><td>r128,m32</td><td>1</td><td>&nbsp;</td><td>&nbsp;</td>
+<td>1</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>1/1</td></tr>
+<tr><td>SHUFPS</td><td>r128,r128,i</td><td>&nbsp;</td><td>2</td><td>1</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>1/2</td></tr>
+<tr><td>SHUFPS</td><td>r128,m128,i</td><td>&nbsp;</td><td>2</td><td>&nbsp;</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>2</td><td>1/2</td></tr>
+<tr><td>UNPCKHPS UNPCKLPS</td><td>r128,r128</td><td>&nbsp;</td><td>2</td>
+<td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/2</td></tr>
+<tr><td>UNPCKHPS UNPCKLPS</td><td>r128,m128</td><td>&nbsp;</td><td>2</td>
+<td>&nbsp;</td><td>2</td><td>&nbsp;</td><td>&nbsp;</td><td>3</td><td>1/2</td></tr>
+<tr><td>LDMXCSR</td><td>m32</td><td colspan="3">11</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>15</td><td>1/15</td></tr>
+<tr><td>STMXCSR</td><td>m32</td><td colspan="3">6</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>7</td><td>1/9</td></tr>
+<tr><td>FXSAVE</td><td>m4096</td><td colspan="3">116</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>62</td><td>&nbsp;</td></tr>
+<tr><td>FXRSTOR</td><td>m4096</td><td colspan="3">89</td>
+<td>&nbsp;</td><td>&nbsp;</td><td>&nbsp;</td><td>68</td><td>&nbsp;</td></tr>
+</table>
+<p>
+<h2><a name="30">30</a>. Testing speed</h2><p>
+The Pentium family of processors have an internal 64 bit clock counter which can be read
+into <kbd>EDX:EAX</kbd> using the instruction <kbd>RDTSC</kbd>
+(read time stamp counter). This is very useful for
+testing exactly how many clock cycles a piece of code takes.
+<p>
+The program below is useful for measuring the number of clock cycles a piece of code
+takes. The program executes the code to test 10 times and stores the 10 clock counts.
+The program can be used in both 16 and 32 bit mode on the PPlain and PMMX:
+<pre>;************   Test program for PPlain and PMMX:    ********************
+
+ITER    EQU     10              ; number of iterations
+OVERHEAD EQU    15              ; 15 for PPlain, 17 for PMMX
+
+RDTSC   MACRO                   ; define RDTSC instruction
+        DB      0FH,31H
+ENDM
+;************   Data segment:                   ********************
+.DATA                           ; data segment
+ALIGN   4
+COUNTER DD      0               ; loop counter
+TICS    DD      0               ; temporary storage of clock
+RESULTLIST  DD  ITER DUP (0)    ; list of test results
+;************   Code segment:                   ********************
+.CODE                           ; code segment
+BEGIN:  MOV     [COUNTER],0     ; reset loop counter
+TESTLOOP:                       ; test loop
+;************   Do any initializations here:    ********************
+        FINIT
+;************   End of initializations          ********************
+        RDTSC                   ; read clock counter
+        MOV     [TICS],EAX      ; save count
+        CLD                     ; non-pairable filler
+REPT    8
+        NOP                     ; eight NOP's to avoid shadowing effect
+ENDM
+
+;************   Put instructions to test here:  ********************
+        FLDPI                   ; this is only an example
+        FSQRT
+        RCR     EBX,10
+        FSTP    ST
+;***************** End of instructions to test  ********************
+
+        CLC                     ; non-pairable filler with shadow
+        RDTSC                   ; read counter again
+        SUB     EAX,[TICS]      ; compute difference
+        SUB     EAX,OVERHEAD    ; subtract clocks used by fillers etc.
+        MOV     EDX,[COUNTER]   ; loop counter
+        MOV     [RESULTLIST][EDX],EAX   ; store result in table
+        ADD     EDX,TYPE RESULTLIST     ; increment counter
+        MOV     [COUNTER],EDX           ; store counter
+        CMP     EDX,ITER * (TYPE RESULTLIST)
+        JB      TESTLOOP                ; repeat ITER times
+
+; insert here code to read out the values in RESULTLIST</pre>
+<p>
+The 'filler' instructions before and after the piece of code to test are are
+included in order to get consistent results on the PPlain. The <kbd>CLD</kbd>
+is a non-pairable instruction which has been inserted to make sure the pairing
+is the same the first time as the subsequent times. The
+eight <kbd>NOP</kbd> instructions are inserted to prevent any prefixes in the
+code to test to be decoded in the shadow of the preceding instructions on
+the PPlain. Single byte instructions are used here to obtain the same pairing
+the first time as the subsequent times. The <kbd>CLC</kbd> after the
+code to test is a non-pairable instruction which has a shadow under which
+the <kbd>0FH</kbd> prefix of the <kbd>RDTSC</kbd> can be decoded so that
+it is independent of any shadowing effect from the code
+to test on the PPlain.
+<p>
+On The PMMX you may want to insert <kbd>XOR EAX,EAX / CPUID</kbd>
+before the instructions to test if you want the FIFO instruction buffer
+to be empty, or some time-consuming instruction
+(f.ex. <kbd>CLI</kbd> or <kbd>AAD</kbd>) if you want the FIFO buffer to
+be full (<kbd>CPUID</kbd> has no shadow under which
+prefixes of subsequent instructions can decode).
+<p>
+On the PPro, PII and PIII you have to insert <kbd>XOR EAX,EAX / CPUID</kbd>
+before and after each <kbd>RDTSC</kbd> to prevent it from executing
+in parallel with anything else, and remove the filler
+instructions. (<kbd>CPUID</kbd> is a serializing instruction which means
+that it flushes the pipeline and waits for all pending operations to
+finish before proceeding. This is useful for testing purposes.)
+<p>
+The <kbd>RDTSC</kbd> instruction cannot execute in virtual mode on the
+PPlain and PMMX, so if you are running DOS programs you must run
+in real mode. (Press F8 while booting and select 
+"safe mode command prompt only" or "bypass startup files").
+<p>
+The complete test program is available from <a href="http://www.agner.org/assem/">www.agner.org/assem/</a>.
+<p>
+The Pentium processors have special performance monitor counters which can count
+events such as cache misses, misalignments, various stalls, etc. Details about how to use the 
+performance monitor counters are not covered by this manual but can be found in
+"Intel Architecture Software Developer's Manual", vol. 3, Appendix A.
+<p>
+<h2><a name="31">31</a>. Comparison of the different microprocessors</h2><p>
+The following table summarizes some important differences between the microprocessors in
+the Pentium family:
+<p>
+
+<table border=1 cellpadding=4 cellspacing=1>
+<tr><td>&nbsp;</td>
+<td class="a3">&nbsp;PPlain&nbsp;</td>
+<td class="a3">&nbsp;PMMX&nbsp;</td>
+<td class="a3">&nbsp;PPro&nbsp;</td>
+<td class="a3">&nbsp;PII&nbsp;</td>
+<td class="a3">&nbsp;PIII&nbsp;</td>
+</tr><tr>
+<td>code cache, kb</td>
+<td>8</td>
+<td>16</td>
+<td>8</td>
+<td>16</td>
+<td>16</td>
+</tr><tr>
+<td>data cache, kb</td>
+<td>8</td>
+<td>16</td>
+<td>8</td>
+<td>16</td>
+<td>16</td>
+</tr><tr>
+<td>built in level 2 cache, kb</td>
+<td>0</td>
+<td>0</td>
+<td>256</td>
+<td>512 *)</td>
+<td>512 *)</td></tr>
+<tr>
+<td>MMX instructions</td>
+<td>no</td>
+<td>yes</td>
+<td>no</td>
+<td>yes</td>
+<td>yes</td></tr>
+<tr>
+<td>XMM instructions</td>
+<td>no</td>
+<td>no</td>
+<td>no</td>
+<td>no</td>
+<td>yes</td></tr>
+<tr>
+<td>conditional move instructruct.</td>
+<td>no</td>
+<td>no</td>
+<td>yes</td>
+<td>yes</td>
+<td>yes</td>
+</tr><tr>
+<td>out of order execution</td>
+<td>no</td>
+<td>no</td>
+<td>yes</td>
+<td>yes</td>
+<td>yes</td>
+</tr><tr>
+<td>branch prediction</td>
+<td>poor</td>
+<td>good</td>
+<td>good</td>
+<td>good</td>
+<td>good</td>
+</tr><tr>
+<td>branch target buffer entries</td>
+<td>256</td>
+<td>256</td>
+<td>512</td>
+<td>512</td>
+<td>512</td>
+</tr><tr>
+<td>return stack buffer size</td>
+<td>0</td>
+<td>4</td>
+<td>16</td>
+<td>16</td>
+<td>16</td>
+</tr><tr>
+<td>branch misprediction penalty</td>
+<td>3-4</td>
+<td>4-5</td>
+<td>10-20</td>
+<td>10-20</td>
+<td>10-20</td>
+</tr><tr>
+<td>partial register stall</td>
+<td>0</td>
+<td>0</td>
+<td>5</td>
+<td>5</td>
+<td>5</td>
+</tr><tr>
+<td>FMUL latency</td>
+<td>3</td>
+<td>3</td>
+<td>5</td>
+<td>5</td>
+<td>5</td>
+</tr><tr>
+<td>FMUL throughput</td>
+<td>1/2</td>
+<td>1/2</td>
+<td>1/2</td>
+<td>1/2</td>
+<td>1/2</td>
+</tr><tr>
+<td>IMUL latency</td>
+<td>9</td>
+<td>9</td>
+<td>4</td>
+<td>4</td>
+<td>4</td>
+</tr><tr>
+<td>IMUL throughput</td>
+<td>1/9</td>
+<td>1/9</td>
+<td>1/1</td>
+<td>1/1</td>
+<td>1/1</td>
+</tr></table>
+<p>*) Celeron: 0-128, Xeon: 512 or more, many other variants available.
+On some versions the level 2 cache runs at half speed.
+<p>
+<u>Comments to the table:</u><br>
+Code cache size is important if the critical part of your program is not limited to a small
+memory space.
+<p>
+Data cache size is important for all programs that handle more than small amounts of data
+in the critical part.
+<p>
+MMX and XMM instructions are useful for programs that handle massively parallel
+data, such as sound and image processing. In other applications it may not be
+possible to take advantage of the MMX and XMM instructions.
+<p>
+Conditional move instructructions are useful for avoiding poorly predictable conditional 
+jumps.
+<p>
+Out of order execution improves performance, especially on non-optimized code. It includes 
+automatic instruction reordering and register renaming.
+<p>
+Processors with a good branch prediction method can predict simple repetitive patterns. A 
+good branch prediction is most important if the branch misprediction penalty is high.
+<p>
+A return stack buffer improves prediction of return instructions when a subroutine is called 
+alternatingly from different locations.
+<p>
+Partial register stalls make handling of mixed data sizes (8, 16, 32 bit) more difficult.
+<p>
+The latency of a multiplication instruction is the time it takes in a dependency chain. A
+throughput of 1/2 means that the execution can be pipelined so that a new multiplication 
+can begin every second clock cycle. This defines the speed for handling parallel data.
+<p>
+Most of the optimizations described in this document have little or no negative effects on 
+other microprocessors, including non-Intel processors, but there are some problems to be 
+aware of.
+<p>
+Scheduling floating point code for the PPlain and PMMX often requires a lot of
+extra <kbd>FXCH</kbd> instructions. This will slow down execution on older microprocessors, but not on the
+Pentium family and advanced non-Intel processors.
+<p>
+Taking advantage of the MMX instructions in the PMMX, PII and PIII processors or the 
+conditional moves in the PPro, PII and PIII will create problems if you want your code to be
+compatible with earlier microprocessors. The solution may be to write several versions of
+your code, each optimized for a particular processor. Your program should detect which
+processor it is running on and select the appropriate version of code
+(chapter <a href="#27_10">27.10</a>).
+<p>
+</body>
+</html>
+
diff --git a/programs/testsuites b/programs/testsuites
new file mode 100644
index 0000000..dce0c2e
--- /dev/null
+++ b/programs/testsuites
@@ -0,0 +1,2 @@
+http://www.fortunecity.de/wolkenkratzer/apple/28/chess.html
+
diff --git a/programs/uniacke.ps b/programs/uniacke.ps
new file mode 100644
index 0000000..63abc46
--- /dev/null
+++ b/programs/uniacke.ps
@@ -0,0 +1,12175 @@
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+2574 y(235)p eop
+%%Page: 236 238
+236 237 bop 415 357 a Fp(61.)41 b(Rd3)66 b(Ra8)415 407 y(62.)41
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+b(a4)99 b(Resigns)533 855 y(1)35 b Ff(\000)54 b Fp(0)946 2574
+y(236)p eop
+%%Trailer
+end
+userdict /end-hook known{end-hook}if
+%%EOF
diff --git a/programs/xboard.html b/programs/xboard.html
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+<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN" "http://www.w3.org/TR/REC-html40/loose.dtd"> 
+<html>
+<head>
+<title>Chess Engine Communication Protocol</title>
+</head>
+
+<body>
+<hr noshade size="2">
+<h1>Chess Engine Communication Protocol</h1>
+<h2><a href="http://www.tim-mann.org/chess.html">Tim Mann</a></h2>
+<p>
+Last modified on Sun Sep 17 23:37:17 PDT 2000 by mann
+<hr noshade size="2">
+
+<ul>
+<li><a href="#1">1. Introduction</a>
+<li><a href="#2">2. Connection</a>
+<li><a href="#3">3. Debugging</a>
+<li><a href="#4">4. How it got this way</a>
+<li><a href="#5">5. WinBoard requires Win32 engines</a>
+<li><a href="#6">6. Hints on input/output</a>
+<li><a href="#7">7. Interrupts</a>
+<li><a href="#8">8. Commands from xboard to the engine</a>
+<li><a href="#9">9. Commands from the engine to xboard</a>
+<li><a href="#10">10. Thinking Output</a>
+<li><a href="#11">11. Time control</a>
+<li><a href="#12">12. Analyze Mode</a>
+<li><a href="#13">13. Idioms and backward compatibility features</a>
+</ul>
+
+<hr noshade size="2">
+
+<h2><a name="1">1. Introduction</a></h2>
+
+<p>
+This document is a set of rough notes on the protocol that xboard and
+WinBoard use to communicate with gnuchessx and other chess engines.
+These notes may be useful if you want to connect a different chess
+engine to xboard.  Throughout the notes, "xboard" means both xboard
+and WinBoard except where they are specifically contrasted.
+</p>
+
+<p>
+There are two reasons I can imagine someone wanting to do this: 
+</p>
+<ol>
+<li>You have, or are developing, a chess engine but you don't want to
+write your own graphical interface. 
+<li>You have, or are developing,a chess engine, and you want to
+interface it to the Internet Chess Server.
+</ol>
+
+<p>
+In case (2), if you are using xboard, you will need to configure the
+"Zippy" code into it, but WinBoard includes this code already.  See
+the file <a
+href="http://www.tim-mann.org/xboard/zippy.README">zippy.README</a>
+in the xboard or WinBoard distribution for more information.
+
+</p>
+
+<p>
+These notes are unpolished, but I've attempted to make them complete
+in this release.  If you notice any errors, omissions, or misleading
+statements, let me know.
+</p>
+
+<p>
+I'd like to hear from everyone who is trying to interface their own
+chess engine to xboard/WinBoard.  Please email me, <a
+href="mailto:mann@pa.dec.com">mann@pa.dec.com</a>.  Also, please join
+the mailing list for authors of xboard/WinBoard compatible chess
+engines.  The list is now hosted by egroups.com; you can join at <a
+href="http://www.egroups.com/group/chess-engines"
+>http://www.egroups.com/group/chess-engines</a>, or you can read the
+list there without joining.  The list is filtered to prevent spam.
+</p>
+
+<h2><a name="2">2. Connection</a></h2>
+
+<p>
+An xboard chess engine runs as a separate process from xboard itself,
+connected to xboard through a pair of anonymous pipes.  The engine
+does not have to do anything special to set up these pipes.  xboard
+sets up the pipes itself and starts the engine with one pipe as its
+standard input and the other as its standard output.  The engine then
+reads commands from its standard input and writes responses to its
+standard output.  This is, unfortunately, a little more complicated to
+do right than it sounds; see <a href="#6">section 6</a> below.
+</p>
+
+<p>
+And yes, contrary to some people's expectations, exactly the same
+thing is true for WinBoard.  Pipes and standard input/output are
+implemented in Win32 and work fine.  You don't have to use DDE, COM,
+DLLs, BSOD, or any of the other infinite complexity that
+Microsoft has created just to talk between two programs.  A WinBoard
+chess engine is a Win32 console program that simply reads from its
+standard input and writes to its standard output.  See sections 
+<a href="#5">5</a> and <a href="#6">6</a> below for additional details.
+</p>
+
+<h2><a name="3">3. Debugging</a></h2>
+
+<p>
+To diagnose problems in your engine's interaction with xboard, use the
+-debug flag on xboard's command line to see the messages that are
+being exchanged.  In WinBoard, these messages are written to the file
+WinBoard.debug instead of going to the screen.
+</p>
+
+<p>
+You can turn debug mode on or off while WinBoard is running by
+pressing Ctrl+Alt+F12.  You can turn debug mode on or off while xboard
+is running by binding DebugProc to a shortcut key (and pressing the
+key!); see the instructions on shortcut keys in the xboard man page.
+</p>
+
+<p>
+While your engine is running under xboard/WinBoard, you can send a
+command directly to the engine by pressing Shift+1 (xboard) or Alt+1
+(WinBoard 4.0.3 and later).  This brings up a dialog that you can type
+your command into.  Press Shift+2 (Alt+2) instead to send to the
+second chess engine in Two Machines mode.  On WinBoard 4.0.2 and earlier,
+Ctrl+Alt is used in place of Alt; this had to be changed due to a conflict
+with typing the @-sign on some European keyboards.
+</p>
+
+<h2><a name="4">4. How it got this way</a></h2>
+
+<p>
+Originally, xboard was just trying to talk to the existing
+command-line interface of gnuchess, designed for people to type
+commands to.  So the communication protocol is very ad-hoc.  (The
+reason why there is a gnuchessx that's different from gnuchessr is
+buried in the mists of time, before I started working on xboard, but I
+think it was due to someone working around a stupid bug in xboard by
+changing gnuchess instead of fixing the bug.  The differences are
+tiny.)  It's now tough to change the interface, because xboard and
+gnuchess are separate programs, and I don't want to force people to
+upgrade them together to versions that match.
+</p>
+
+<p>
+Things have changed a bit now that there are many more engines that
+work with xboard.  I've had to make the protocol description more
+precise, and I've added some features that GNU Chess does not support.
+In the latest version, I've specified a standard semantics for many
+commands that differs in some details from what GNU Chess provides,
+but is easier to work with.  In the future I may release a modified
+GNU Chess that conforms exactly to this protocol.
+</p>
+
+<h2><a name="5">5. WinBoard requires Win32 engines</a></h2>
+
+<p>
+Due to some Microsoft brain damage that I don't understand, WinBoard
+does not work with chess engines that were compiled to use a DOS
+extender for 32-bit addressing.  (Probably not with 16-bit DOS or
+Windows programs either.)  WinBoard works only with engines that are
+compiled for the Win32 API.  You can get a free compiler that targets
+the Win32 API from <a href="http://sourceware.cygnus.com/cygwin/"
+>http://sourceware.cygnus.com/cygwin/</a>.  I think DJGPP 2.x should
+also work if you use the RSXNTDJ extension, but I haven't tried it.
+Of course, Microsoft Visual C++ will work.  Most likely the other
+commercial products that support Win32 will work too (Borland, etc.),
+but I have not tried them.
+</p>
+
+<h2><a name="6">6. Hints on input/output</a></h2>
+
+<p>
+Beware of using buffered I/O in your chess engine.  The C stdio
+library, C++ streams, and the I/O packages in most other languages use
+buffering both on input and output.  That means two things.  First,
+when your engine tries to write some characters to xboard, the library
+stashes them in an internal buffer and does not actually write them to
+the pipe connected to xboard until either the buffer fills up or you
+call a special library routine asking for it to be flushed.  (In C
+stdio, this routine is named <tt>fflush</tt>.)  Second, when your engine tries
+to read some characters from xboard, the library does not read just
+the characters you asked for -- it reads all the characters that are
+currently available (up to some limit) and stashes any characters you
+are not yet ready for in an internal buffer.  The next time you ask to
+read, you get the characters from the buffer (if any) before the
+library tries to read more data from the actual pipe.
+</p>
+
+<p>
+Why does this cause problems?  First, on the output side, remember
+that your engine produces output in small quantities (say, a few
+characters for a move, or a line or two giving the current analysis),
+and that data always needs to be delivered to xboard/WinBoard for
+display immediately.  If you use buffered output, the data you print
+will sit in a buffer in your own address space instead of being
+delivered.
+</p>
+
+<p>
+You can usually fix the output buffering problem by asking for the
+buffering to be turned off.  In C stdio, you do this by calling
+<tt>setbuf(stdout, NULL)</tt>.  A more laborious and error-prone
+method is to carefully call <tt>fflush(stdout)</tt> after every line
+you output; I don't recommend this.  In C++, you can try
+<tt>cout.setf(ios::unitbuf)</tt>, which is documented in current
+editions of "The C++ Programming Language," but not older ones.
+Another C++ method that might work is
+<tt>cout.rdbuf()-&gt;setbuf(NULL, 0)</tt>.  Alternatively, you can
+carefully call <tt>cout.flush()</tt> after every line you output;
+again, I don't recommend this.
+</p>
+
+<p>
+Another way to fix the problem is to use unbuffered operating system
+calls to write directly to the file descriptor for standard output.
+On Unix, this means <tt>write(1, ...)</tt> -- see the man page for write(2).
+On Win32, you can use either the Unix-like <tt>_write(1, ...)</tt> or Win32
+native routines like <tt>WriteFile</tt>.
+</p>
+
+<p>
+Second, on the input side, you are likely to want to poll during your
+search and stop it if new input has come in.  If you implement
+pondering, you'll need this so that pondering stops when the user
+makes a move.  You should also poll during normal thinking on your
+move, so that you can implement the "?" (move now) command, and so
+that you can respond promptly to a "result", "force", or "quit"
+command if xboard wants to end the game or terminate your engine.
+Buffered input makes polling more complicated -- when you poll, you
+must stop your search if there are <em>either</em> characters in the buffer
+<em>or</em> characters available from the underlying file descriptor.
+</p>
+
+<p>
+The most direct way to fix this problem is to use unbuffered operating
+system calls to read (and poll) the underlying file descriptor
+directly.  On Unix, use <tt>read(0, ...)</tt> to read from standard input, and
+use <tt>select()</tt> to poll it.  See the man pages read(2) and select(2).
+(Don't follow the example of GNU Chess and use the FIONREAD ioctl to
+poll for input.  It is not very portable; that is, it does not exist
+on all versions of Unix, and is broken on some that do have it.)  On
+Win32, you can use either the Unix-like <tt>_read(0, ...)</tt> or the native
+Win32 <tt>ReadFile()</tt> to read.  Unfortunately, under Win32, the function to
+use for polling is different depending on whether the input device is
+a pipe, a console, or something else.  (More Microsoft brain damage
+here -- did they never hear of device independence?)  For pipes, you
+can use <tt>PeekNamedPipe</tt> to poll (even when the pipe is unnamed).
+For consoles, 
+you can use <tt>GetNumberOfConsoleInputEvents</tt>.  For sockets only, you can
+use <tt>select()</tt>.  It might be possible to use
+<tt>WaitForSingleObject</tt> more 
+generally, but I have not tried it.  Some code to do these things can
+be found in Crafty's utility.c, but I don't guarantee that it's all
+correct or optimal.
+</p>
+
+<p>
+A second way to fix the problem might be to ask your I/O library not
+to buffer on input.  It should then be safe to poll the underlying
+file descriptor as descrbed above.  With C, you can try calling
+<tt>setbuf(stdin, NULL)</tt>.  However, I have never tried this.  Also, there
+could be problems if you use <tt>scanf()</tt>, at least with certain patterns,
+because <tt>scanf()</tt> sometimes needs to read one extra character and "push
+it back" into the buffer; hence, there is a one-character pushback
+buffer even if you asked for stdio to be unbuffered.  With C++, you
+can try <tt>cin.rdbuf()-&gt;setbuf(NULL, 0)</tt>, but again, I have never tried
+this.
+</p>
+
+<p>
+A third way to fix the problem is to check whether there are
+characters in the buffer whenever you poll.  C I/O libraries generally
+do not provide any portable way to do this.  Under C++, you can use
+<tt>cin.rdbuf()-&gt;in_avail()</tt>.  This method has been reported to
+work with 
+EXchess.  Remember that if there are no characters in the buffer, you
+still have to poll the underlying file descriptor too, using the
+method descrbed above.
+</p>
+
+<p>
+A fourth way to fix the problem is to use a separate thread to read
+from stdin.  This way works well if you are familiar with thread
+programming.  This thread can be blocked waiting for input to come in
+at all times, while the main thread of your engine does its thinking.
+When input arrives, you have the thread put the input into a buffer
+and set a flag in a global variable.  Your search routine then
+periodically tests the global variable to see if there is input to
+process, and stops if there is.  WinBoard and my Win32 ports of ICC
+timestamp and FICS timeseal use threads to handle multiple input
+sources.
+</p>
+
+<h2><a name="7">7. Signals</a></h2>
+
+<p>Engines that run on Unix need to be concerned with two Unix
+signals: <tt>SIGTERM</tt> and <tt>SIGINT</tt>.  This applies both to
+engines that run under xboard and (the unusual case of) engines that
+WinBoard remotely runs on a Unix host using the -firstHost or
+-secondHost feature.  It does not apply to engines that run on
+Windows, because Windows does not have Unix-style signals.</p>
+
+<p>First, when an engine is sent the "quit" command, it is also given a
+<tt>SIGTERM</tt> signal shortly afterward to make sure it goes away.  If your
+engine reliably responds to "quit", and the signal causes problems for
+you, you should ignore it by calling <tt>signal(SIGTERM, SIG_IGN)</tt> at the
+start of your program.</p>
+
+<p>Second,
+xboard will send an interrupt signal (<tt>SIGINT</tt>) at certain times when it
+believes the engine may not be listening to user input (thinking or
+pondering).  WinBoard currently does this only when the engine is
+running remotely using the -firstHost or -secondHost feature, not when
+it is running locally.  You probably need to know only enough about
+this grungy feature to keep it from getting in your way.
+</p>
+
+<p>
+The <tt>SIGINT</tt>s are basically tailored to the needs of GNU Chess on
+systems where its input polling code is broken or disabled.  Because
+they work in a rather peculiar way, it is recommended that you simply
+ignore <tt>SIGINT</tt> when running under Unix in xboard mode.  You can do this
+by having your engine call <tt>signal(SIGINT, SIG_IGN)</tt>.  Alternatively,
+you can configure your personal copy of xboard to not send <tt>SIGINT</tt> by
+running configure with the --disable-sigint option.  This won't help
+you if you give your engine to other people who don't want to
+recompile their xboard and possibly break its interaction with GNU
+Chess.
+</p>
+
+<p>
+Here are details for the curious.  If xboard needs to send a command
+when it is the chess engine's move (such as before the "?" command), 
+it sends a <tt>SIGINT</tt> first.  If xboard needs to send commands when it is
+not the chess engine's move, but the chess engine may be pondering
+(thinking on its opponent's time) or analyzing (analysis or analyze
+file mode), xboard sends a <tt>SIGINT</tt> before the first such command only.
+Another <tt>SIGINT</tt> is not sent until another move is made, even if xboard
+issues more commands.  This behavior is necessary for GNU Chess.  The
+first <tt>SIGINT</tt> stops it from pondering until the next move, but on some
+systems, GNU Chess will die if it receives a <tt>SIGINT</tt> when not actually
+thinking or pondering.
+</p>
+
+<p>
+There are two reasons why WinBoard does not send the Win32 equivalent
+of <tt>SIGINT</tt> (which is called <tt>CTRL_C_EVENT</tt>) to local engines.  First, the
+Win32 GNU Chess port does not need it.  Second, I could not find a way
+to get it to work.  Win32 seems to be designed under the assumption
+that only console applications, not windowed applications, would ever
+want to send a <tt>CTRL_C_EVENT</tt>.  (More Microsoft brain damage.)
+</p>
+
+<h2><a name="8">8. Commands from xboard to the engine</a></h2>
+
+<p>
+All commands from xboard to the engine end with a newline (\n), even
+where that is not explicitly stated.  All your output to xboard must
+be in complete lines; any form of prompt or partial line will cause
+problems.
+</p>
+
+<p>
+At the beginning of each game, xboard sends an initialization string.
+This is currently "new\nrandom\n" unless the user changes it with the
+initString or secondInitString option.
+</p>
+
+<p>
+xboard normally reuses the same chess engine process for multiple
+games.  At the end of a game, xboard will send the
+"force" command (see 
+below) to make sure your engine stops thinking about the current
+position.  It will later send the initString again to start a new
+game.  If your engine can't play multiple games, give xboard the
+-xreuse (or -xreuse2) command line option to disable reuse.  xboard
+will then ask the process to quit after each game and start a new
+process for the next game.
+</p>
+
+<dl>
+<dt><strong>xboard</strong>
+<dd>This command will be sent once immediately after your engine
+process is started.  You can use it to put your engine into "xboard
+mode" if that is needed.  If your engine prints a prompt to ask for
+user input, you must turn off the prompt and output a newline when the
+"xboard" command comes in.
+<p>
+
+<dt><strong>new</strong>
+<dd>Reset the board to the standard chess starting position.  Set
+White on move.  Leave force mode and set the engine to play Black.
+Associate the engine's clock with Black and the opponent's clock with
+White.  Reset clocks and time controls to the start of a new game.
+Stop clocks.  Do not ponder on this move, even if pondering is on.
+Remove any search depth limit previously set by the sd command.
+<p>
+
+<dt><strong>variant VARNAME</strong>
+<dd>If the game is not standard chess, but a variant, this command is
+sent after "new" and before the first move or "edit" command.  Currently
+defined variant names are:
+
+<table>
+<tr align="left"><th>wildcastle<td>Shuffle chess where king can castle from d file
+<tr align="left"><th>nocastle<td>Shuffle chess with no castling at all
+<tr align="left"><th>fischerandom<td>FischeRandom (not supported yet)
+<tr align="left"><th>bughouse<td>Bughouse, ICC/FICS rules
+<tr align="left"><th>crazyhouse<td>Crazyhouse, ICC/FICS rules
+<tr align="left"><th>losers<td>Win by losing all pieces or getting mated (ICC)
+<tr align="left"><th>suicide<td>Win by losing all pieces including king (FICS)
+<tr align="left"><th>twokings<td>Weird ICC wild 9
+<tr align="left"><th>kriegspiel<td>Kriegspiel (not really supported)
+<tr align="left"><th>atomic<td>Atomic (not really supported)
+<tr align="left"><th>3check<td>Win by giving check 3 times (not supported)
+<tr align="left"><th>unknown<td>Unknown variant (not supported)
+</table>
+<p>
+
+<dt><strong>quit</strong>
+<dd>The chess engine should immediately exit.  This command is used
+when xboard is itself exiting, and also between games if the -xreuse
+command line option is given (or -xreuse2 for the second engine).
+See also <a href="#7">Signals</a> above.
+<p>
+
+<dt><strong>random</strong>
+<dd>This command is specific to GNU Chess.  You can either ignore it
+completely (that is, treat it as a no-op) or implement it as GNU Chess
+does.  The command toggles "random" mode (that is, it sets random =
+!random).  In random mode, the engine adds a small random value to its
+evaluation function to vary its play.  The "new" command sets random
+mode off.
+<p>
+
+<dt><strong>force</strong>
+<dd>Set the engine to play neither color ("force mode").  Stop clocks.
+The engine should check that moves received in force mode are legal
+and made in the proper turn, but should not think, ponder, or make
+moves of its own.
+<p>
+
+<dt><strong>white</strong>
+<dd>Set White on move.  Set the engine to play Black.  Stop clocks.
+<p>
+  
+<dt><strong>black</strong>
+<dd>Set Black on move.  Set the engine to play White.  Stop clocks.
+<p>
+
+<dt><strong>level MPS BASE INC</strong>
+<dd>Set time controls.  See the <a href="#11">Time Control</a> section below.
+<p>
+  
+<dt><strong>st TIME</strong>
+<dd>Set time controls.  See the <a href="#11">Time Control</a> section
+below. The commands "level" and "st" are not used together.
+<p>
+
+<dt><strong>sd DEPTH</strong>
+<dd>The engine should limit its thinking to DEPTH ply.
+<p>
+
+<dt><strong>time N</strong>
+<dd>Set a clock that always belongs to the engine.  N is a number in
+  centiseconds (units of 1/100 second).  Even if the engine changes to
+  playing the opposite color, this clock remains with the engine.
+<p>
+
+<dt><strong>otim N</strong>
+
+<dd>Set a clock that always belongs to the opponent.  N is a number in
+centiseconds (units of 1/100 second).  Even if the opponent changes to
+playing the opposite color, this clock remains with the opponent.
+<p>
+If needed for purposes of board display in force mode (where the
+engine is not participating in the game) the time clock should be
+associated with the last color that the engine was set to play, the
+otim clock with the opposite color.
+</p>
+
+<p>
+If you can't handle the time and otim commands, you can ignore them
+(that is, treat them as no-ops); or better, send back "Error (unknown
+command): time" the first time you see "time", and xboard will realize
+you don't implement the command.
+</p>
+
+<dt><strong>go</strong>
+
+<dd>Leave force mode and set the engine to play the color that is on
+move.  Associate the engine's clock with the color that is on move,
+the opponent's clock with the opposite color.  Start the engine's
+clock.  Start thinking and eventually make a move.
+<p>
+
+<dt><strong>MOVE</strong>
+<dd>See below for the syntax of moves.  If the move is illegal, print
+an error message; see the section "<a href="#9">Commands from the engine to
+xboard</a>".  If the move is legal and in turn, make it.  If not in force
+mode, stop the opponent's clock, start the engine's clock, start
+thinking, and eventually make a move.
+<p>
+When xboard sends your engine a move, it always sends coordinate
+algebraic notation.  There is no command name; the notation is just
+sent as a line by itself.  Examples:
+<p>
+<table>
+<tr align="left"><td>Normal moves:<td>e2e4
+<tr align="left"><td>Pawn promotion:<td>e7e8q
+<tr align="left"><td>Castling:<td>e1g1, e1c1, e8g8, e8c8
+<tr align="left"><td>Bughouse drop:<td>P@h3
+<tr align="left"><td>ICS Wild 0/1 castling:<td>d1f1, d1b1, d8f8, d8b8
+<tr align="left"><td>FischerRandom castling:<td>o-o, o-o-o  (future)
+</table>
+
+<p>
+If your engine can't handle this kind of output, change the routine
+SendMoveToProgram in backend.c to send the kind of notation you need.
+If you define SAN_TO_PROGRAM, your engine will be sent Standard
+Algebraic Notation (as defined by the PGN standard); for example, e4,
+Nf3, exd5, Bxf7+, Qxf7#, e8=Q, O-O, or P@h3.  (The P@h3 notation is a
+nonstandard extension to SAN.)  In the future, I may make
+SAN_TO_PROGRAM a runtime option if there is demand for it.
+</p>
+
+<p>
+xboard doesn't reliably detect illegal moves, because it does not keep
+track of castling unavailablity due to king or rook moves, or en
+passant availability.  If xboard sends an illegal move, send back an
+error message so that xboard can retract it and inform the user; see
+the section "<a href="#9">Commands from the engine to xboard</a>".
+</p>
+
+<dt><strong>?</strong>
+<dd>Move now.  If your engine is thinking, it should move immediately;
+  otherwise, the command should be ignored (treated as a no-op).  It
+  is permissible for your engine to always ignore the ? command.  The
+  only bad consequence is that xboard's Move Now menu command will do
+  nothing.
+<p>
+It is also permissible for your engine to move immediately if it gets
+any command while thinking, as long as it processes the command right
+after moving, but it's preferable if you don't do this.  For example,
+xboard may send post, nopost, easy, hard, force, or quit while the
+engine is on move.
+</p>
+
+<dt><strong>draw</strong>
+<dd>The engine's opponent offers the engine a draw.  To accept the
+draw, send "offer draw".  To decline, ignore the offer (that is, send
+nothing).  If you're playing on ICS, it's possible for the draw offer
+to have been withdrawn by the time you accept it, so don't assume the
+game is over because you accept a draw offer.  Continue playing until
+xboard tells you the game is over.  See also "offer draw" below.
+<p>
+
+<dt><strong>result RESULT {COMMENT}</strong>
+<dd>After the end of each game, xboard will send you a result command.
+You can use this command to trigger learning.  RESULT is either 1-0,
+0-1, 1/2-1/2, or *, indicating whether white won, black won, the game
+was a draw, or the game was unfinished.  The COMMENT string is purely
+a human-readable comment; its content is unspecified and subject to
+change.  In ICS mode, it is passed through from ICS uninterpreted.
+Example: <pre>result 1-0 {White mates}</pre>
+<p>
+Here are some notes on interpreting the "result" command.  Some apply
+only to playing on ICS ("Zippy" mode).
+</p>
+
+<p>
+If you won but did not just play a mate, your opponent must have
+resigned or forfeited.  If you lost but were not just mated, you
+probably forfeited on time, or perhaps the operator resigned manually.
+If there was a draw for some nonobvious reason, perhaps your opponent
+called your flag when he had insufficient mating material (or vice
+versa), or perhaps the operator agreed to a draw manually.
+</p>
+
+<p>
+You will get a result command even if you already know the game ended
+-- for example, after you just checkmated your opponent.  In fact, if
+you send the "RESULT {COMMENT}" command (discussed below), you will
+simply get the same thing fed back to you with "result" tacked in
+front.  You might not always get a "result *" command, however.  In
+particular, you won't get one in local chess engine mode when the user
+stops playing by selecting Reset, Edit Game, Exit or the like.
+</p>
+
+<dt><strong>edit</strong>
+<dd>The edit command puts the chess engine into a special mode, where
+it accepts the following subcommands:
+<table>
+<tr align="left"><th>c<td>change current piece color, initially white
+<tr align="left"><th>Pa4 (for example)<td>place pawn of current color on a4
+<tr align="left"><th>xa4 (for example)<td>empty the square a4 (not used by xboard)
+<tr align="left"><th>#<td>clear board
+<tr align="left"><th>.<td>leave edit mode
+</table>
+
+<p>The edit command does not change the side to move.  To set up a
+black-on-move position, xboard uses the following command sequence:
+</p>
+<pre>
+    new
+    force
+    a2a3
+    edit
+    &lt;edit commands&gt;
+    .
+</pre>
+
+<p>
+This sequence is used for compatibility with engines that do not
+interpret the "black" command according to the specification above;
+see "<a href="#13">Idioms</a>" below.
+</p>
+
+<p>
+After an edit command is complete, if a king and a rook are on their
+home squares, castling is assumed to be available to them.  En passant
+capture is assumed to be illegal on the current move regardless of the
+positions of the pawns.  The clock for the 50 move rule starts at
+zero, and for purposes of the draw by repetition rule, no prior
+positions are deemed to have occurred.
+</p>
+
+<dt><strong>hint</strong>
+<dd>If the user asks for a hint, xboard sends your engine the command
+"hint".  Your engine should respond with "Hint: xxx", where xxx is a
+suggested move.  If there is no move to suggest, you can ignore the
+hint command (that is, treat it as a no-op).
+<p>
+
+<dt><strong>bk</strong>
+<dd>If the user selects "Book" from the xboard menu, xboard will send
+your engine the command "bk".  You can send any text you like as the
+response, as long as each line begins with a blank space or tab (\t)
+character, and you send an empty line at the end.  The text pops up in
+a modal information dialog.
+<p>
+
+<dt><strong>undo</strong>
+<dd>If the user asks to back up one move, xboard will send you the
+"undo" command.  xboard will not send this command without putting you
+in "force" mode first, so you don't have to worry about what should
+happen if the user asks to undo a move your engine made.  (GNU Chess
+actually switches to playing the opposite color in this case.)
+<p>
+
+<dt><strong>remove</strong>
+<dd>If the user asks to retract a move, xboard will send you the
+"remove" command.  It sends this command only when the user is on
+move.  Your engine should undo the last two moves (one for each
+player) and continue playing the same color.
+<p>
+
+<dt><strong>hard</strong>
+<dd>Turn on pondering (thinking on the opponent's time, also known as
+"permanent brain").  xboard will not make any assumption about what
+your default is for pondering or whether "new" affects this setting.
+<p>
+
+<dt><strong>easy</strong>
+<dd>Turn off pondering.
+<p>
+  
+<dt><strong>post</strong>
+<dd>Turn on thinking/pondering output.  
+See <a href="#10">Thinking Output</a> section.
+<p>
+
+<dt><strong>nopost</strong>
+<dd>Turn off thinking/pondering output.
+<p>
+  
+<dt><strong>analyze</strong>
+<dd>Enter analyze mode.  See <a href="#12">Analyze Mode</a> section.
+</dl>
+
+<h3>Here are some special commands for Zippy mode:</h3>
+
+<dl>
+<dt><strong>name X</strong>
+<dd>In ICS mode, xboard obtains the name of its opponent from ICS when
+a game starts and saves it for use in the PGN tags.  In Zippy mode, it
+also passes the opponent's name on to the chess engine with the name
+command.  Example: <pre>name mann</pre>
+
+<dt><strong>rating</strong>
+<dd>In ICS mode, xboard obtains the ICS opponent's rating from the
+"Creating:" message that appears before each game.  (This message may
+not appear on servers using outdated versions of the FICS code.)  In
+Zippy mode, it sends these ratings on to the chess engine using the
+"rating" command.  The chess engine's own rating comes first, and if
+either opponent is not rated, his rating is given as 0.  Example:
+<pre>rating 2600 1500</pre>
+
+<dt><strong>computer</strong>
+<dd>The opponent is on the ICS computer list.
+</dl>
+
+<h3>Bughouse commands:</h3>
+
+<p>
+xboard now supports bughouse engines when in Zippy mode.  See
+<a href="http://www.tim-mann.org/xboard/zippy.README"
+>zippy.README</a> for information on Zippy mode and how to turn on the
+bughouse support.  The bughouse move format is given above.  xboard
+sends the following additional commands to the engine when in bughouse
+mode.  Commands to inform your engine of the partner's game state may
+be added in the future.
+</p>
+
+<dl>
+<dt><strong>partner &lt;player&gt;</strong>
+<dd>&lt;player&gt; is now your partner for future games.  Example: <pre>partner mann</pre>
+<p>
+
+<dt><strong>partner</strong>
+<dd>Meaning: You no longer have a partner.
+<p>
+
+<dt><strong>ptell &lt;text&gt;</strong>
+<dd>Your partner told you &lt;text&gt;, either with a ptell or an ordinary tell.  
+<p>
+
+<dt><strong>holding [&lt;white&gt;] [&lt;black&gt;]</strong>
+<dd>White currently holds &lt;white&gt;; black currently holds &lt;black&gt;.
+  Example: <pre>holding [PPPRQ] []</pre>
+
+<dt><strong>holding [&lt;white&gt;] [&lt;black&gt;] &lt;color&gt;&lt;piece&gt;</strong>
+<dd>White currently holds &lt;white&gt;; black currently holds &lt;black&gt;, after
+  &lt;color&gt; acquired &lt;piece&gt;.   Example: <pre>holding [PPPRQ] [R] BR</pre>
+</dl>
+
+<h2><a name="9">9. Commands from the engine to xboard</a></h2>
+
+<dl>
+<dt><strong>Illegal move: MOVE</strong>
+<dt><strong>Illegal move (REASON): MOVE</strong>
+<dd>If your engine receives a MOVE command that is recognizably a move
+but is not legal in the current position, your engine must print an
+error message in one of the above formats so that xboard can pass the
+error on to the user and retract the move.  The (REASON) is entirely
+optional.  Examples:
+
+<pre>
+  Illegal move: e2e4
+  Illegal move (in check): Nf3
+  Illegal move (moving into check): e1g1
+</pre>
+<p>
+Generally, xboard will never send an ambiguous move, so it does not 
+matter whether you respond to such a move with an Illegal move message 
+or an Error message.
+</p>
+
+<dt><strong>Error (ERRORTYPE): COMMAND</strong>
+<dd>If your engine receives a command it does not understand or does
+not implement, it should print an error message in the above format so
+that xboard can parse it.  Examples:
+<pre>
+  Error (ambiguous move): Nf3
+  Error (unknown command): analyze
+  Error (command not legal now): undo
+  Error (too many parameters): level 1 2 3 4 5 6 7
+</pre>
+
+<p>
+Note: versions of xboard prior to 3.6.11beta do not parse the "Error" 
+format.  To ease the transition, it is acceptable to use the "Illegal 
+move" format for all errors, even if the command given was not a 
+move.
+</p>
+
+<dt><strong>move MOVE</strong>
+<dd>Your engine is making the move MOVE.  Do not echo moves from
+  xboard with this command; send only new moves made by the engine.
+
+<p>
+Note: versions of xboard prior to 3.6.11beta do not parse the above
+format, so you may want to use the old "NUMBER ... MOVE" format
+temporarily.  See the section "<a href="#13">Idioms and backward
+compatibility features</a>" below.
+</p>
+
+<p>
+For the actual move text from your chess engine (in place of MOVE
+above), xboard will accept any kind of unambiguous algebraic format,
+including coordinate notation, SAN, and some slight variants of SAN.
+You don't have to send the pure coordinate notation that xboard sends
+to your engine; xboard parses the output with its general-purpose
+move parser, which was built to extract human-typed game scores from
+netnews messages.  For example, the following will all work:
+</p>
+<pre>
+  e2e4
+  e4
+  Nf3
+  ed
+  exd
+  exd5
+  Nxd5
+  Nfd3
+  e8q
+  e8Q
+  e8=q
+  e8(Q)
+  e7e8q
+  o-o
+  O-O
+  0-0
+</pre>
+
+<p>
+and many more.
+</p>
+
+<dt><strong>RESULT {COMMENT}</strong>
+<dd>When your engine detects that the game has ended by rule
+(checkmate, stalemate, triple repetition, the 50 move rule, or
+insufficient material), your engine must output a line of the form
+"RESULT {comment}" (without the quotes), where RESULT is a PGN result
+code (1-0, 0-1, or 1/2-1/2), and comment is the reason.  Examples:
+<pre>
+  0-1 {Black mates}
+  1-0 {White mates}
+  1/2-1/2 {Draw by repetition}
+  1/2-1/2 {Stalemate}
+</pre>
+
+<p>
+xboard relays the result to the user, the ICS, the other engine in Two
+Machines mode, and the PGN save file as required.
+</p>
+
+<dt><strong>resign</strong>
+<dd>If your engine wants to resign, it can send the command "resign".
+Alternatively, it can use the "RESULT {comment}" command if the string
+"resign" is included in the comment; for example "0-1 {White
+resigns}".  xboard relays the resignation to the user, the ICS, the
+other engine in Two Machines mode, and the PGN save file as required.
+<p>
+
+<dt><strong>offer draw</strong>
+<dd>If your engine wants to offer a draw by agreement (as opposed to
+claiming a draw by rule), it can send the command "offer draw".
+xboard relays the offer to the user, the ICS, the other engine in Two
+Machines mode, and the PGN save file as required.  In Machine White,
+Machine Black, or Two Machines mode, the offer is considered valid
+until your engine has made two more moves.
+<p>
+
+<dt><strong>telluser MESSAGE</strong>
+<dd>xboard pops up a modal information dialog containing the message.
+MESSAGE consists of any characters, including whitespace, to the end
+of the line.
+<p>
+
+<dt><strong>tellusererror MESSAGE</strong>
+<dd>xboard pops up a non-modal error dialog containing the message.
+MESSAGE consists of any characters, including whitespace, to the end
+of the line.
+<p>
+
+<dt><strong>askuser REPTAG MESSAGE</strong>
+<dd>Here REPTAG is a string containing no whitespace, and MESSAGE
+consists of any characters, including whitespace, to the end of the
+line.  xboard pops up a modal question dialog that says MESSAGE and
+has a typein box.  If the user types in "bar", xboard sends "REPTAG
+bar" to the engine.  The user can cancel the dialog and send nothing.
+<p>
+
+<dt><strong>tellics MESSAGE</strong>
+<dd>In Zippy mode, xboard sends "MESSAGE\n" to ICS.  MESSAGE consists
+of any characters, including whitespace, to the end of the line.
+
+</dl>
+
+<h2><a name="10">10. Thinking Output</a></h2>
+
+<p>
+If the user asks your engine to "show thinking", xboard sends your
+engine the "post" command.  It sends "nopost" to turn thinking off.
+In post mode, your engine sends output lines to show the progress of
+its thinking.  The engine can send as many or few of these lines as it
+wants to, whenever it wants to.  Typically they would be sent when the
+PV (principal variation) changes or the depth changes.  The thinking
+output should be in the following format:
+</p>
+
+<pre>ply score time nodes pv</pre>
+
+Where:
+<table>
+<tr align="left"><th>ply<td>Integer giving current search depth.
+<tr align="left"><th>score<td>Integer giving current evaluation in centipawns.
+<tr align="left"><th>time<td>Current search time in centiseconds (ex:
+1028 = 10.28 seconds).
+
+<tr align="left"><th>nodes<td>Nodes searched.
+<tr align="left"><th>pv<td>Freeform text giving current "best" line.
+You can continue the pv onto another line if you start each
+continuation line with at least four space characters.
+</table>
+
+<p>
+Example:
+</p>
+
+<pre>  9 156 1084 48000 Nf3 Nc6 Nc3 Nf6</pre>
+
+<p>
+Meaning:
+</p>
+
+9 ply, score=1.56, time = 10.84 seconds, nodes=48000, 
+PV = "Nf3 Nc6 Nc3 Nf6"
+
+<p>
+Longer example from actual Crafty output:
+</p>
+<pre>
+  4    109      14   1435  1. e4 d5 2. Qf3 dxe4 3. Qxe4 Nc6
+  4    116      23   2252  1. Nf3 Nc6 2. e4 e6
+  4    116      27   2589  1. Nf3 Nc6 2. e4 e6
+  5    141      44   4539  1. Nf3 Nc6 2. O-O e5 3. e4
+  5    141      54   5568  1. Nf3 Nc6 2. O-O e5 3. e4
+</pre>
+
+<p>
+You can use the PV to show other things; for instance, while in book,
+Crafty shows the observed frequency of different reply moves in its
+book.  In situations like this where your engine is not really
+searching, start the PV with a '(' character:
+</p>
+
+<pre>
+  0      0       0      0  (e4 64%, d4 24%)
+</pre>
+
+<p>
+GNU Chess output is very slightly different.  The ply number is
+followed by an extra nonblank character, and the time is in seconds,
+not hundredths of seconds.  For compatibility, xboard accepts the
+extra character and takes it as a flag indicating the different time
+units.  Example:
+</p>
+
+<pre>
+ 2.     14    0       38   d1d2  e8e7 
+ 3+     78    0       65   d1d2  e8e7  d2d3 
+ 3&     14    0       89   d1d2  e8e7  d2d3 
+ 3&     76    0      191   d1e2  e8e7  e2e3 
+ 3.     76    0      215   d1e2  e8e7  e2e3 
+ 4&     15    0      366   d1e2  e8e7  e2e3  e7e6 
+ 4.     15    0      515   d1e2  e8e7  e2e3  e7e6 
+ 5+     74    0      702   d1e2  f7f5  e2e3  e8e7  e3f4 
+ 5&     71    0     1085   d1e2  e8e7  e2e3  e7e6  e3f4 
+ 5.     71    0     1669   d1e2  e8e7  e2e3  e7e6  e3f4 
+ 6&     48    0     3035   d1e2  e8e7  e2e3  e7e6  e3e4  f7f5  e4d4 
+ 6.     48    0     3720   d1e2  e8e7  e2e3  e7e6  e3e4  f7f5  e4d4 
+ 7&     48    0     6381   d1e2  e8e7  e2e3  e7e6  e3e4  f7f5  e4d4 
+ 7.     48    0    10056   d1e2  e8e7  e2e3  e7e6  e3e4  f7f5  e4d4 
+ 8&     66    1    20536   d1e2  e8e7  e2e3  e7e6  e3d4  g7g5  a2a4  f7f5 
+ 8.     66    1    24387   d1e2  e8e7  e2e3  e7e6  e3d4  g7g5  a2a4  f7f5 
+ 9&     62    2    38886   d1e2  e8e7  e2e3  e7e6  e3d4  h7h5  a2a4  h5h4 
+                           d4e4 
+ 9.     62    4    72578   d1e2  e8e7  e2e3  e7e6  e3d4  h7h5  a2a4  h5h4 
+                           d4e4 
+10&     34    7   135944   d1e2  e8e7  e2e3  e7e6  e3d4  h7h5  c2c4  h5h4 
+                           d4e4  f7f5  e4f4 
+10.     34    9   173474   d1e2  e8e7  e2e3  e7e6  e3d4  h7h5  c2c4  h5h4 
+                           d4e4  f7f5  e4f4 
+</pre>
+
+<p>If your engine is pondering (thinking on its opponent's time) in post
+mode, it can show its thinking then too.  In this case your engine may
+omit the hint move (the move it is assuming its opponent will make)
+from the thinking lines <em>if and only if</em> it sends xboard the move in
+the usual "Hint: xxx" format before sending the first line.
+</p>
+
+<h2><a name="11">11. Time control</a></h2>
+
+<p>
+xboard supports three styles of time control: conventional chess clocks,
+the ICS-style incremental clock, and an exact number of seconds per move.
+</p>
+
+<p>In conventional clock mode, every time control period is the same.
+That is, if the time control is 40 moves in 5 minutes, then after each
+side has made 40 moves, they each get an additional 5 minutes, and so
+on, ad infinitum.  At some future time it would be nice to support a
+series of distinct time controls.  This is very low on my personal
+priority list, but code donations to the xboard project are accepted,
+so feel free to take a swing at it.  I suggest you talk to me first,
+though.
+</p>
+
+<p>
+The command to set a conventional time control looks like this:
+</p>
+
+<pre>
+  level 40 5 0
+  level 40 0:30 0
+</pre>
+
+<p>
+The 40 means that there are 40 moves per time control.  The 5 means
+there are 5 minutes in the control.  In the second example, the 0:30
+means there are 30 seconds.  The final 0 means that we are in
+conventional clock mode.
+</p>
+
+<p>
+The command to set an incremental time control looks like this:
+</p>
+
+<pre>
+  level 0 2 12
+</pre>
+
+<p>
+Here the 0 means "play the whole game in this time control period",
+the 2 means "base=2 minutes", and the 12 means "inc=12 seconds".  As
+in conventional clock mode, the second argument to level can be in
+minutes and seconds.
+</p>
+
+<p>
+At the start of the game, each player's clock is set to base minutes.
+Immediately after a player makes a move, inc seconds are added to his
+clock.  A player's clock counts down while it is his turn.  Your flag
+can be called whenever your clock is zero or negative.  (Your clock
+can go negative and then become positive again because of the
+increment.)
+</p>
+
+<p>
+A special ICS rule: if you ask for a game with base=0, the clocks
+really start at 10 seconds instead of 0.  xboard itself does not know
+about this rule currently, so it may pass the 0 on to the engine
+instead of changing it to 0:10.
+</p>
+
+<p>
+ICS also has time odds games.  With time odds, each player has his own
+(base, inc) pair, but otherwise things work the same as in normal
+games.  The Zippy xboard accepts time odds games but ignores the fact
+that the opponent's parameters are different; this is perhaps not
+quite the right thing to do, but gnuchess doesn't understand time
+odds.  Time odds games are always unrated.
+</p>
+
+<p>The command to set an exact number of seconds per move looks like this:
+</p>
+
+<pre>
+  st 30
+</pre>
+
+<p>
+This means that each move must be made in 30 seconds.  Time not used
+on one move does not accumulate for use on later moves.
+</p>
+
+<h2><a name="12">12. Analyze Mode</a></h2>
+
+<p>xboard supports analyzing fresh games, edited positions, and games
+from files.  However, all of these look the same from the chess
+engine's perspective. Basically, the engine just has to respond to the
+"analyze" command.  If your engine does not support analyze mode, it
+should print the error message "Error (unknown command): analyze" in
+response to the "analyze" command.
+</p>
+
+<p>
+To enter analyze mode, xboard sends the command sequence "post",
+"white" or "black", "analyze".  Analyze mode in your engine should be
+similar to force mode, except that your engine thinks about what move
+it would make next if it were on move.  Your engine should accept the
+following commands while in analyze mode:
+</p>
+
+<ul>
+<li>Any legal move, as in force mode
+<li>"undo"
+<li>"new"  (reset position to start of game but stay in analyze mode)
+<li>"edit" (exiting edit mode returns to analyze mode)
+<li>"exit" (leave analyze mode)
+<li>"."    (optional, see below)
+</ul>
+  
+<p>
+If the user selects "Periodic Updates", xboard will send the string
+".\n" to the chess engine periodically during analyze mode, unless the
+last PV received began with a '(' character.
+</p>
+
+<p>
+The chess engine should respond to ".\n" with a line like this:
+</p>
+
+<pre>
+stat01: time nodes ply mvleft mvtot
+</pre>
+
+Where:
+<table>
+<tr align="left"><th>time<td>Elapsed search time in centiseconds (ie: 567 = 5.67 seconds).
+<tr align="left"><th>nodes<td>Nodes searched so far.
+<tr align="left"><th>ply<td>Search depth so far.
+<tr align="left"><th>mvleft<td>Number of moves left to consider at this depth.
+<tr align="left"><th>mvtot<td>Total number of moves to consider.
+</table>
+
+<p>
+Example:
+</p>
+<pre>
+  stat01: 1234 30000 7 5 30
+</pre>
+
+<p>
+Meaning:
+</p>
+
+<p>After 12.34 seconds, I've searched 7 ply/30000 nodes, there are a
+  total of 30 legal moves, and I have 5 more moves to search
+  before going to depth 8.</p>
+
+<p>
+Implementation of the "." command is OPTIONAL. If the engine does not
+respond to the "." command with a "stat01..." line, xboard will stop
+sending "."  commands.  If the engine does not implement this command,
+the analysis window will use a shortened format to display the engine
+info.
+</p>
+
+<p>
+To give the user some extra information, the chess engine can output
+the strings "++\n" and "--\n", to indicate that the current search is
+failing high or low, respectively.  You don't have to send anything
+else to say "Okay, I'm not failing high/low anymore."  xboard will
+figure this out itself.
+</p>
+
+<h2><a name="13">13. Idioms and backward compatibility features</a></h2>
+
+<p>
+Some engines have variant interpretations of the force/go/white/black,
+time/otim, and hard/easy command sets.  New engines should not use
+these interpretations, but in order to accommodate existing engines,
+xboard is currently very conservative about how it uses these
+commands.  Only the following idioms are currently used.
+</p>
+
+<dl>
+
+<dt><strong>white</strong>
+<dt><strong>go</strong>
+<dd>Sent when the engine is in force mode or playing Black but should
+switch to playing White.  This sequence is sent only when White is
+already on move.
+<p>
+
+<dt><strong>black</strong>
+<dt><strong>go</strong>
+<dd>Sent when the engine is in force mode or playing White but should
+switch to playing Black.  This sequence is sent only when Black is
+already on move.
+<p>
+
+<dt><strong>time N</strong>
+<dt><strong>otim N</strong>
+<dt><strong>MOVE</strong>
+<dd>Sent when the opponent makes a move and the engine is already
+playing the opposite color.
+<p>
+
+<dt><strong>white</strong>
+<dt><strong>time N</strong>
+<dt><strong>otim N</strong>
+<dt><strong>black</strong>
+<dt><strong>go</strong>
+<dd>Sent when Black is on move, the engine is in force mode or playing
+White, and the engine's clock needs to be updated before it starts
+playing.  The initial "white" is a kludge to accommodate GNU Chess
+4.0.77's variant interpretation of these commands.  It may be removed
+in the future, especially if it causes problems for other engines.
+<p>
+
+<dt><strong>black</strong>
+<dt><strong>time N</strong>
+<dt><strong>otim N</strong>
+<dt><strong>white</strong>
+<dt><strong>go</strong>
+<dd>Sent when White is on move, the engine is in force mode or playing
+Black, and the engine's clock needs to be updated before it starts
+playing.  See previous idiom.
+<p>
+
+<dt><strong>hard</strong>
+<dt><strong>easy</strong>
+<dd>Sent in sequence to turn off pondering if xboard is not sure
+whether it is on.  When xboard is sure, it will send "hard" or "easy"
+alone.  xboard does this because "easy" is a toggle in GNU Chess but
+"hard" is an absolute on.
+
+</dl>
+
+<p>
+To support older engines, certain additional commands from the engine
+to xboard are also recognized.  (These are commands by themselves, not
+values to be placed in the comment field of the PGN result code.)
+These forms are not recommended for new engines; use the PGN result
+code commands or the resign command instead:
+</p>
+
+<table>
+<tr align="left"><th>Command              <th>Interpreted as
+<tr align="left"><td>White resigns        <td>0-1 {White resigns}
+<tr align="left"><td>Black resigns        <td>1-0 {Black resigns}
+<tr align="left"><td>White                <td>1-0 {White mates}
+<tr align="left"><td>Black                <td>0-1 {Black mates}
+<tr align="left"><td>Draw                 <td>1/2-1/2 {Draw}
+<tr align="left"><td>computer mates       <td>1-0 {White mates} or 0-1 {Black mates}
+<tr align="left"><td>opponent mates       <td>1-0 {White mates} or 0-1 {Black mates}
+<tr align="left"><td>computer resigns     <td>0-1 {White resigns} or 1-0 {Black resigns}
+<tr align="left"><td>game is a draw       <td>1/2-1/2 {Draw}
+<tr align="left"><td>checkmate            <td>1-0 {White mates} or 0-1 {Black mates}
+</table>
+
+<p>
+Commands in the above table are recognized if they begin a line and
+arbitrary characters follow, so (for example) "White mates" will be
+recognized as "White", and "game is a draw by the 50 move rule" will
+be recognized as "game is a draw".  All the commands are
+case-sensitive.
+</p>
+
+<p>
+An alternative move syntax is also recognized:
+</p>
+
+<table>
+<tr align="left"><th>Command              <th>Interpreted as
+<tr align="left"><td>NUMBER ... MOVE      <td>move MOVE
+</table>
+
+<p>
+Here NUMBER means any string of decimal digits, optionally ending in a
+period.  MOVE is any string containing no whitespace.  In this command
+format, xboard requires the "..." even if your engine is playing
+White.  A command of the form NUMBER MOVE will be ignored.  This odd
+treatment of the commands is needed for compatibility with gnuchessx.
+The original reasons for it are lost in the mists of time, but I
+suspect it was originally a bug in the earliest versions of xboard,
+before I started working on it, which someone "fixed" in the wrong
+way, by creating a special version of gnuchess (gnuchessx) instead of
+changing xboard.
+</p>
+
+<p>
+Any line that contains the words "offer" and "draw" is recognized as
+"offer draw".
+</p>
+
+<p>
+The "Illegal move" message is recognized even if spelled "illegal
+move" and even if the colon (":") is omitted.  This accommodates GNU
+Chess 4.0.77, which prints messages like "Illegal move (no matching
+move)e2e4", and old versions of Crafty, which print just "illegal move".
+</p>
+
+<p>
+In Zippy mode, for compatibility with existing versions of Crafty,
+xboard passes through to ICS any line that begins "kibitz", "whisper",
+"tell", or "draw".  Do not use this feature in new code.
+</p>
+
+<p>
+Before the "sd DEPTH" command, xboard also sends the command
+"depth\nDEPTH", for the benefit of GNU Chess.  Note the newline in the
+middle of this command.  Ugh.
+</p>
+
+<p>
+For the benefit of GNU Chess, if an "st TIME"-style time control is
+being used, TIME is also given to the engine as a command-line
+argument when it is started.  Ugh.
+</p>
+
+<hr noshade size="2">
+<address>converted to HTML by <a href="http://www.jakob.at/steffen/">Steffen A. Jakob</a></address>
+</body>
+</html>
diff --git a/rules and standards/FideLawsOfChess b/rules and standards/FideLawsOfChess
new file mode 100755
index 0000000..64bd75d
--- /dev/null
+++ b/rules and standards/FideLawsOfChess	
@@ -0,0 +1,791 @@
+From: steven@chemeng.ed.ac.uk (Steven Rix)
+Newsgroups: rec.games.chess
+Subject: 1993 FIDE Laws of Chess
+Date: 16 Apr 93
+
+
+                        The F.I.D.E. Laws Of Chess 
+                        ==========================
+ 
+Preface   
+-------
+
+   The Laws of Chess cannot cover all possible situations that may 
+arise during a game, nor can they regulate all administrative questions. 
+Where cases are not precisely regulated by an Article of the Laws, it 
+should be possible to reach a correct decision by studying analogous
+situations which are discussed in the Laws.
+
+   The Laws assume arbiters have the necessary competence, sound
+judgment and absolute objectivity. Too detailed a rule might deprive
+the arbiter of his freedom of judgment and thus prevent him from finding
+the solution to a problem dictated by fairness, logic and special factors.
+
+   F.I.D.E. appeals to all chess players and federations to accept 
+this view. Any chess federation that already operates, or wants to 
+introduce, more detailed rules is free to do so, provided:
+
+ (a)  they do not conflict in any way with the official 
+F.I.D.E. Laws of Chess;
+
+ (b)  they are limited to the territory of the federation in
+question; and
+
+ (c)  they are not valid for any F.I.D.E. match, championship,
+or qualifying event, or to a F.I.D.E. title or rating tournament.
+                 
+   In the Articles of these Laws, "he", "him" and "his" can refer to 
+"she", "her" and "hers".
+
+ 
+
+Article 1:    The Chessboard 
+----------    --------------      
+
+      The game of chess is played between two opponents by moving pieces
+      on a square board called a  "chessboard".
+  
+ 1.1  The chessboard is composed of 64 equal squares, alternately light 
+      (the  "white" squares) and dark (the  "black" squares).
+
+ 1.2  The chessboard is placed between the players in such a way that 
+      the near corner to the right of each player is white.
+
+ 1.3  The eight vertical rows of squares are called  "files".
+
+ 1.4  The eight horizontal rows of squares are called  "ranks".
+
+ 1.5  The lines of squares of the same colour, touching corner to corner, 
+       are called  "diagonals".
+
+ 
+
+Article 2:    The Pieces   
+----------    ----------    
+
+ 2.1  At the beginning of the game, one player has 16 light-coloured 
+      pieces (the  "white" pieces), the other has 16 dark-coloured 
+      pieces (the  "black"  pieces.
+
+ 2.2  These pieces are as follows: 
+      A white king:          K            A black king:        k  
+      A white queen:         Q            A black queen:       q  
+      Two white rooks:       R            Two black rooks:     r  
+      Two white knights:     N            Two black knights:   n  
+      Two white bishops:     B            Two black bishops:   b  
+      Eight white pawns:     P            Eight black pawns:   p  
+
+ 2.3  The initial position of the pieces on the chessboard is as follows:
+
+      |---|---|---|---|---|---|---|---|
+      | r | n | b | q | k | b | n | r |   -- this square is "black"
+      |---|---|---|---|---|---|---|---|
+      | p | p | p | p | p | p | p | p |
+      |---|---|---|---|---|---|---|---|
+      |   | . |   | . |   | . |   | . |
+      |---|---|---|---|---|---|---|---|
+      | . |   | . |   | . |   | . |   |
+      |---|---|---|---|---|---|---|---|
+      |   | . |   | . |   | . |   | . |
+      |---|---|---|---|---|---|---|---|
+      | . |   | . |   | . |   | . |   |
+      |---|---|---|---|---|---|---|---|
+      | P | P | P | P | P | P | P | P |
+      |---|---|---|---|---|---|---|---|
+      | R | N | B | Q | K | B | N | R |   -- this square is "white"
+      |---|---|---|---|---|---|---|---|
+ 
+ 
+
+Article 3:    The Right To Move 
+----------    -----------------    
+
+ 3.1  The player with the white pieces commences the game. The players
+      alternate in making one move at a time until the game is completed. 
+      
+ 3.2  A player is said to  "have the move" when his opponent's move 
+      has been completed.
+
+ 
+
+Article 4:    The General Definition Of The Move    
+----------    ----------------------------------
+ 
+ 4.1  With the exception of castling (Article 5.1(b)), a move is the
+      transfer by a player of one of his pieces from one square to 
+      another square, which is either vacant or occupied by an opponent's 
+      piece. 
+      [A capture is, therefore, merely a certain type of move.] 
+
+ 4.2  No piece, except the rook when castling (Article 5.1(b)) and the
+      knight (Article 5.5), may cross a square occupied by another piece.
+
+ 4.3  A piece played to a square occupied by an opponent's piece captures 
+      it as part of the same move. The captured piece must be removed
+      immediately from the chessboard by the player making the capture 
+      (see Article 5.6(c) for capturing "en passant").
+
+ 
+
+Article 5:    The Moves Of The Pieces     
+----------    -----------------------
+ 
+ 5.1  The King:
+      (a)  Except when castling, the king moves to any adjoining square 
+           that is not attacked by an opponent's piece.
+      (b)  Castling is a move of the king and either rook, counting as a
+           single move of the king and executed as follows: the king is
+           transferred from its original square two squares toward either 
+           rook on the same rank; then that rook is transferred over the 
+           king to the square the king has just crossed.
+      (c)  If a player touches a rook and then his king, he may not castle 
+           with that rook and the situation will by governed by Articles 
+           7.2 and 7.3 [Touched Piece rules].
+      (d)  If a player, intending to castle, touches the king first, or
+           king and rook at the same time, and it then appears that castling 
+           is illegal, the player may choose either to move his king or to 
+           castle on the other side, provided that castling on that side is 
+           legal. If the king has no legal move, the player is free to make 
+           any legal move.
+      (e)  Castling is [permanently] illegal:
+           (i)  if the king has already been moved; or
+          (ii)  with a rook that has already been moved.
+      (f)  Castling is prevented for the time being:
+           (i)  if the king's original square, or the square which the king 
+                must pass over, or that which it is to occupy, is attacked 
+                by an  opponent's piece; or
+          (ii)  if there is any piece between the king and the rook with
+                which castling is to be effected [i.e. castling may still 
+                be legal even if the rook is attacked or, when castling 
+                queenside, passes over an attacked square] .
+
+ 5.2  The Queen.
+      The queen moves to any square (except as limited by Article 4.2)
+      [No leapfrogging]  on the file, rank, or diagonals on which it stands.
+
+ 5.3  The Rook.
+      The rook moves to any square (except as limited by Article 4.2) on the 
+      file or rank on which it stands.
+
+ 5.4  The Bishop.
+      The bishop moves to any square (except as limited by Article 4.2) on 
+      the diagonals on which it stands.
+
+ 5.5  The Knight.
+      The knight's move is composed of two different steps; first, it makes
+      one step of one single square along its rank or file, and then, still
+      moving away from the square of departure, one step of one single
+      square on a diagonal. It does not matter if the square of the first
+      step is occupied.
+
+ 5.6  The Pawn.
+      (a)  The pawn may move only forward [except as limited by Article 4.2].
+      (b)  Except when making a capture, it advances from its original 
+           square either one or two vacant squares along the file on which 
+           it is placed, and on subsequent moves it advances one vacant 
+           square along the file. When capturing, it advances one square 
+           along either of the diagonals on which it stands.
+      (c)  A pawn, attacking a square crossed by an opponent's pawn which
+           has  [just]  been advanced two squares in one move from its 
+           original square, may capture this opponent's pawn as though the 
+           latter had been moved only one square. This capture may only be 
+           made in [immediate] reply to such an advance, and is called an     
+           "en passant"  capture.
+      (d)  On reaching the last rank, a pawn must immediately be exchanged, 
+           as part of the same move, for [either] a queen, a rook, a bishop, 
+           or a knight, of the same colour as the pawn, at the player's 
+           choice and without taking into account the other pieces still 
+           remaining on the chessboard. This exchange of a pawn for another 
+           piece is called  "promotion", and the effect of the promoted 
+           piece is immediate [and permanent!].
+      (e)  In a competition, if a new piece required for the promotion is 
+           not immediately available, the player may stop his clock to ask 
+           for the assistance of the arbiter. The player must complete his 
+           move correctly, in the manner specified in Article 5.6(d).
+
+ 
+
+Article 6:    The Completion Of The Move    
+----------    --------------------------
+ 
+      A move is completed:
+
+ 6.1  in the case of the transfer of a piece to a vacant square, when 
+      the player's hand has released the piece;
+
+ 6.2  in the case of a capture, when the captured piece has been removed
+      from the chessboard and the player, having placed his own piece on 
+      its new square, has released this [capturing] piece from his hand;
+
+ 6.3  in the case of castling, when the player's hand has released the 
+      rook on the square [previously] crossed by the king. When the player 
+      has released the king from his hand, the move is not yet completed, 
+      but the player no longer has the right to make any move other than 
+      castling on that side, if this is legal;
+
+ 6.4  in the case of the promotion of a pawn, when the pawn has been
+      removed from the chessboard and the player's hand has released the 
+      new piece after placing it on the promotion square. If the player 
+      has released from his hand the pawn that has reached the promotion 
+      square, the move is not yet completed, but the player no longer has 
+      the right to play the pawn to another square.
+
+ 6.5  When determining whether the prescribed number of moves has been made 
+      in the allotted time, the last move is not considered complete until 
+      after the player has stopped his clock. This applies to all situations 
+      except those governed by Articles 10.1, 10.2, 10.3, 10.4 and 10.6. 
+      [i.e. when the move has been completed in the sense of Articles 6.1-6.4, 
+      and the game ends immediately after the move in question, which may, 
+      for example, put the player's opponent into checkmate. This Law was 
+      introduced to prevent the situation where a player returns to the board 
+      to claim a win on time, possibly an hour after being checkmated!] .
+
+ 
+
+Article 7:    The Touched Piece 
+----------    ----------------- 
+
+ 7.1  Provided that he first expresses his intention (e.g. by saying
+      "j'adoube"), the player having the move may adjust one or more pieces 
+      on their squares.    
+      [If a player's opponent is absent from the chessboard, it is best to 
+      inform one of his team-mates, or some other witness.] 
+
+ 7.2  Except for the above case, if the player having the move deliberately 
+      touches on the board:
+      (a)  one or more pieces of the same colour, he must move or capture
+           the first piece he touched that can be moved or captured; or
+      (b)  one of his own pieces and one of his opponent's pieces, he must
+           capture his opponent's piece with his own piece; or, if this is 
+           illegal, move or capture the first piece he touched that can be 
+           moved or captured. If it is impossible to establish which piece 
+           was touched first, the player's piece shall be considered the 
+           touched piece.
+
+ 7.3  If none of the touched pieces has a legal move (or if none of the
+      opponent's pieces which were touched can be captured legally), the 
+      player is free to make any legal move.
+
+ 7.4  If a player wishes to claim that his opponent has violated Article
+      7.2, he must do so before he himself touches a piece.
+      [Note that the clause "deliberately touches" protects a player from 
+      having to move a piece accidentally touched by his elbow/wrist etc] 
+
+ 
+
+Article 8:    Illegal Positions 
+----------    -----------------
+
+ 8.1  If, during a game, it is found that an illegal move was made, the
+      position shall be reinstated to what it was before the illegal move 
+      was made. The game shall then continue by applying the rules of 
+      Article 7 to the move replacing the illegal move. If the position 
+      cannot be reinstated, the game shall be annulled and a new game 
+      played. This applies to all sessions of play, and to a game awaiting 
+      a decision by adjudication.    
+      [Note that this discovery of an illegal move must be made while the 
+      game is still in progress, before resignation or the agreement of a 
+      draw. The only possible exception can be if the illegal move itself 
+      would theoretically end the game: anyone trying the trick 1. e2-e4 
+      e7-e5; 2. Bf1-c4 Ng8-f6; 3. Qd1xf7 "mate" may be penalised under 
+      Article 10.17! Note that the act of playing an illegal move, at ANY 
+      stage of the game, does not IN ITSELF forfeit the game.] 
+
+ 8.2  If, during a game, one or more pieces have been accidentally
+      displaced and incorrectly replaced, the position before the 
+      displacement occurred shall be reinstated, and the game shall 
+      continue. If the position cannot be reinstated, the game shall be 
+      annulled and a new game played.
+
+ 8.3  If a player moves and in the course of this inadvertently knocks 
+      over a piece, or several pieces, he must re-establish the position 
+      in his own time. 
+
+ 8.4  If, after an adjournment, the position is incorrectly set up, the 
+      position as it was on adjournment must be set up again and the game 
+      continued. 
+
+ 8.5  If, during a game, it is found that the initial position of the 
+      pieces was incorrect, the game shall be annulled and a new game played.
+
+ 8.6  If a game has begun with colours incorrectly reversed, then it shall 
+      continue if more than one quarter of the time allocated to both 
+      players to the first time control has elapsed. Earlier, the arbiter 
+      can arrange for a new game to start with the correct colours, if the 
+      event's timetable is not excessively disrupted. 
+
+ 8.7  If, during a game, it is found that the board has been placed contrary 
+      to Article 1.2, the position reached should be transferred to a
+      correctly-placed board, and the game continued. 
+      [In the situations covered by Articles 8.5-8.7, a spectator is 
+      justified in pointing out to the arbiter the error he has noticed. 
+      In Article 8.7, the implicit assumption is that the relative 
+      positions of the pieces relative to one another were correct] .
+
+ 
+
+Article 9:    Check   
+----------    -----   
+
+ 9.1  The king is in "check" when the square it occupies is attacked by 
+      one or more of the opponent's pieces; in this case, the latter is/are 
+      said to be  "checking" the king. A player may not make a move which 
+      leaves his king on a square attacked by any of his opponent's pieces.
+
+ 9.2  Check must be parried by the move immediately following. If any check 
+      cannot be parried, the king is said to be "checkmated" ("mated").
+ 9.3  Declaring a check is not obligatory. 
+      [Merely polite! Playing an illegal move does not imply the loss of 
+      the game: see Article 8.1.] 
+
+ 
+ 
+Article 10:    The Completed Game  
+-----------    ------------------
+ 
+10.1  The game is won by the player who has checkmated his opponent's 
+      king. This immediately ends the game.
+
+10.2  The game is won by the player whose opponent declares he resigns.
+      This immediately ends the game.
+
+10.3  The game is drawn when the king of the player who has the move is 
+      not in check, and this player cannot make any legal move. The player's 
+      king is then said to be "stalemated". This immediately ends the game. 
+      [If the stalemating move was actually legal!] .
+
+10.4  The game is drawn when one of the following endings arises:
+      (a)  king against king;
+      (b)  king against king with only bishop or knight;
+      (c)  king and bishop against king and bishop, with both bishops 
+           on diagonals of the same colour.
+      This immediately ends the game.
+
+10.5  A player having a bare king cannot win the game. A draw shall be 
+      declared if the opponent of a player with a bare king oversteps the 
+      time limit (Articles 10.13 and 10.14) or seals an illegal move 
+      (Articles 10.16).
+
+10.6  The game is drawn upon agreement between the two players. This 
+      immediately ends the game.
+
+10.7  A proposal of a draw under the provisions of Article 10.6 may be
+      made by a player only at the moment when he has just moved a piece. 
+      On then proposing a draw, he starts the clock of his opponent. The 
+      latter may accept the proposal, which is always to be taken as 
+      unconditional, or he may reject it either orally or by completing a 
+      move. A draw offer is valid until the opponent has accepted or 
+      rejected it.
+      [The gamesmanship question "Are you playing for a win?" can be 
+      considered as an offer of a draw] .
+
+10.8  If a player proposes a draw while his opponent's clock is running 
+      and his opponent is contemplating his move, the opponent may still 
+      agree to the draw or reject the offer. A player who offers a draw 
+      in this manner may be penalised by the arbiter.
+
+10.9  If a player proposes a draw while his own clock is running or after 
+      his move has been sealed, the opponent may postpone his decision 
+      until after he has seen the first player's move. 
+
+10.10 The game is drawn, upon a claim by the player having the move, when 
+      the same position, for the third time:
+      (a)  is about to appear, if he first writes the move on his scoresheet 
+           and declares to the arbiter his intention of making this move; or 
+      (b)  has just appeared, the same player having the move each time. 
+      The position is considered the same if pieces of the same kind and 
+      colour occupy the same squares, and if all the possible moves of all 
+      the pieces are the same, including the rights to castle [at some 
+      future time] or to capture a pawn "en passant".
+
+10.11 If a player executes a move without having claimed a draw for one 
+      of the reasons stated in Article 10.10, he loses the right to claim 
+      a draw. This right is restored to him, however, if the same position    
+      [later] appears again, the same player having the move.
+
+10.12 The game is drawn when a player having the move claims a draw and 
+      demonstrates that at least [the last?] 50 consecutive moves have been 
+      made by each side without the capture of any piece and without the 
+      movement of any pawn. This number of 50 moves can be increased for 
+      certain positions, provided that this increase in number and these 
+      positions have been clearly announced by the organisers before the 
+      event starts.
+      [The claim then proceeds according to 10.13. The most extreme case 
+      yet known of a position which might take more than 50 moves to win is
+      king, rook and bishop against king and two knights, which can run for 
+      223 moves between captures!] 
+
+10.13 If a player claims a draw under the provisions of Articles 10.10 
+      and/or 10.12, the arbiter must first stop the clocks while the claim 
+      is being investigated. In the absence of the arbiter, a player may
+      stop both clocks to seek the arbiter's assistance.
+      (a)  If the claim is found to be correct, the game is drawn.
+      (b)  If the claim is found to be incorrect, the arbiter shall then 
+           add five minutes to the claimant's used time. If this means that 
+           the claimant has [now] overstepped the time limit, his game will 
+           be declared lost. Otherwise, the game will be continued, and a 
+           player who has indicated a move according to Article 10.10(a) is 
+           obliged to execute this move on the chessboard.
+      (c)  A player who has made a claim under these Articles cannot 
+           withdraw the claim.
+
+10.14 The game is lost by a player who has not completed the prescribed
+      number of moves in the allotted time, unless his opponent has only 
+      the king remaining, in which case the game is drawn. (See Articles 6.5 
+      and 10.5.)
+      [Situations when Articles 10.1-10.4 or 10.6 apply are the only other 
+      exceptions.] 
+
+10.15 The game is lost by a player who arrives at the chessboard more than 
+      one hour late, for the beginning of the game or for the resumption of
+      an adjourned game. The time of delay is counted from the [scheduled]  
+      start of the playing session. However, in the case of an adjourned 
+      game, if the player who made the sealed move is the late player, the 
+      game is decided otherwise if:
+      (a)  the absent player has won the game by virtue of the fact that 
+           the  sealed move is checkmate; or
+      (b)  the absent player has produced a drawn game by virtue of the
+           fact that the sealed move is stalemate, or if one of the 
+           positions in Article 10.4 has arisen as a consequence of the 
+           sealed move; or
+      (c)  the player present at the chessboard has lost the game according 
+           to Article 10.14 by exceeding his time limit.
+
+10.16 At the resumption, the game is lost by a player whose recording
+      of his sealed move:
+      (a)  is ambiguous; or
+      (b)  would result in a false move the true significance of which is 
+           impossible to establish; or 
+      (c)  would result in an illegal move.
+
+10.17 The game is lost by a player who, during the game, refuses to comply 
+      with the Laws. If both players refuse to comply with the Laws, or if 
+      both players arrive at the chessboard more than one hour late, the 
+      game shall be declared lost by both players.
+
+ 
+
+Article 11:    The Recording Of Games    
+-----------    ----------------------
+ 
+11.1  In the course of play, each player is required to record the game
+      (his own moves and those of his opponent), move after move, as 
+      clearly and legibly as possible in the Algebraic Notation, on the 
+      scoresheet prescribed for the competition. It is irrelevant whether 
+      the player first makes his move and then records it, or vice versa.
+      [The use of Descriptive Notation or foreign versions of Algebraic 
+      Notation is tolerated in internal tournaments, e.g. weekend
+      congresses.] 
+
+11.2  If a player has less than five minutes on his clock until the time
+      control, he is not obliged to meet the requirements of Article 11.1. 
+      As soon as the special device (e.g. the flag) on the clock indicates 
+      the end of his allotted time, the player must immediately complete 
+      his record of the game by filling in the moves omitted from his 
+      scoresheet. 
+      [A player may be justified in restarting his opponent's clock, 
+      without having to make a move, if his opponent has more than 5 minutes 
+      left and is not fulfilling the requirements of Article 11.1. A player 
+      cannot stop his clock unless he has recorded at least his opponent's
+      last move and all previous moves of the game.] 
+
+11.3  If both players cannot keep score, the arbiter, or his deputy, must 
+      endeavour to be present and keep score. The arbiter must not intervene 
+      unless one flag falls, and until then he should not indicate in any 
+      manner to the players how many moves have been made.
+
+11.4  If Article 11.2 does not apply, and a player refuses to record the
+      game according to Article 11.1, then Article 10.17 should be applied
+      [Failure to comply with the Laws of Chess]. 
+
+11.5  If a player does not refuse to comply with the arbiter's request for 
+      a completed scoresheet, but declares that he cannot complete his 
+      scoresheet without consulting his opponent's, the request for this 
+      scoresheet must be made to the arbiter, who will determine whether 
+      the scoresheet can be completed before the time-control without 
+      inconveniencing the other player. The latter cannot refuse his 
+      scoresheet, because the scoresheet belongs to the organisers and the 
+      reconstruction will be made in his opponent's time. In all other 
+      cases, the scoresheets can be completed only after the time-control.
+
+11.6  If, after the time-control, one player alone has to complete his
+      scoresheet, he will do so before making another move, and with his 
+      clock running if his opponent has moved.
+
+11.7  If, after the time-control, both players need to complete their
+      scoresheets, both clocks will be stopped until the two scoresheets 
+      are completed, if necessary with the help of the arbiter's scoresheet 
+      and/or a chessboard under the control of the arbiter, who should have 
+      recorded the actual game position beforehand. 
+      [In case this position gets disturbed!] 
+
+11.8  If, in Article 11.6, the arbiter sees that the scoresheets alone cannot 
+      help in the reconstruction of the game, he will act as in Article 11.7.
+
+11.9  If it proves impossible to reconstruct the moves as prescribed under 
+      Article 11.7, the game shall continue. In this case, the next move
+      played will be considered to be the first one of the following 
+      time-control.
+
+ 
+
+Article 12:    The Chess Clock
+-----------    ---------------    
+
+12.1  Each player must make a certain number of moves in an allotted period 
+      of time, these two factors being specified in advance. The time saved 
+      by a player during one period is added to his time available for the 
+      next period.
+
+12.2  Control of each player's time is effected by means of a clock
+      equipped with a flag (or other special device) for this purpose. 
+      The flag is considered to have fallen when the arbiter observes 
+      the fact, or when the arbiter determines that the allotted time 
+      has been exceeded, even though the flag, because of a defect, 
+      has not fallen when the end of the minute hand has passed the 
+      end of the flag. In cases where no arbiter is present, the flag 
+      is considered to have fallen when a claim to that effect has been 
+      made by a player.
+
+12.3  At the time determined for the start of the game, the clock of the 
+      player who has the white pieces is started. During the game, each 
+      of the players, having completed his move, stops his own clock and 
+      starts his opponent's clock.
+
+12.4  Every indication given by a clock is considered to be conclusive
+      in the absence of evident defects. A player who wishes to claim 
+      any such defect must do so as soon as he himself has become aware 
+      of it, but not later than immediately after his flag has fallen 
+      at the time-control. A clock with an obvious defect should be 
+      replaced, and the time used by each player up to the time the 
+      game was interrupted should be indicated on the new clock as 
+      accurately as possible. The arbiter shall use his best judgment 
+      in determining what times shall be shown on the new clock. If 
+      the arbiter decides to add time used to the clock of one or both 
+      of the players, he shall under no circumstances (except as provided 
+      for in Article 10.13(b)) leave a player with:
+      (a)  less than five minutes to the time-control; or
+      (b)  less than one minute for every move to the time-control.
+
+12.5  If the game needs to be interrupted for some reason which requires
+      action by the arbiter, the clocks shall be stopped by the arbiter. 
+      This should be done, for example, in the case of an illegal position 
+      being corrected, in the case of a defective clock being changed, or 
+      if the piece which a player has declared he wishes to exchange for 
+      a promoted pawn is not immediately available, or to claim a draw by 
+      repetitions of position or under the 50 moves rule. If the arbiter 
+      is not present, a player may stop both clocks in order to seek the 
+      arbiter's assistance.
+
+12.6  In the case of Articles 8.1 and 8.2 [Illegal Positions], when it is 
+      not possible to determine the exact time used by each player up to 
+      the moment when the irregularity occurred, each player shall be 
+      allotted up to that moment a time proportional to that indicated by 
+      the clock when the irregularity was ascertained. 
+      For example, after Black's 30th move it is found that an irregularity 
+      took place at the 20th move. For these 30 moves, the clock shows 90 
+      minutes for White and 60 minutes for Black, so it is assumed that the 
+      times used by the two players for the first 20 moves were as follows:  
+      for White:   90 x 20/30 = 60 minutes
+      for Black:   60 x 20/30 = 40 minutes  
+      This rule must not be used to leave a player with less than five
+      minutes to the time control, or less than one minute for every move 
+      to the time control. (The most common occasion when this problem 
+      arises is immediately after an adjournment, when the clock times can 
+      be most easily adjusted using the times on the sealed move envelope.)
+
+12.7  A resignation or an agreement to draw (Articles 10.2 and 10.4) 
+      remains valid even if it is found later that a flag had fallen.
+
+12.8  If both flags have fallen at virtually the same time [or if both 
+      have fallen before a claim is made by either player] and the arbiter 
+      is unable to establish clearly which flag fell first, the game shall 
+      continue. In this case, if the scoresheets cannot be brought up to 
+      date showing that the time control has been passed, the next move 
+      played will be considered to be the first one of the following 
+      time-control.
+
+12.9  The arbiter [and everyone else, for that matter] shall refrain from 
+      calling a player's attention to the fact that his opponent has made a 
+      move or that the player has forgotten to stop his clock after he has 
+      made a move, or informing the player how many moves he has made, etc.
+
+ 
+
+Article 13:    The Adjournment Of The Game    
+-----------    ---------------------------
+ 
+13.1  (a)  If a game is not finished at the end of the time prescribed 
+           for play, the player having the move must write his move in 
+           unambiguous notation on his scoresheet, put his scoresheet and 
+           that of his opponent in an envelope, seal the envelope, and 
+           only then stop his clock without starting his opponent's clock. 
+           Until he has stopped the clocks, the player retains the right 
+           to change his sealed move. If, after being told by the arbiter 
+           to seal his move, the player makes a move on the chessboard, he 
+           must write that same move on his scoresheet as his sealed move.
+      (b)  A player having the move who adjourns the game before the end 
+           of the playing session will have added to the used time on his 
+           clock the whole of the remaining time to the end of the session.
+
+13.2  Upon the envelope shall be indicated:
+      (a)  the names of the players;
+      (b)  the position immediately before the sealed move;
+      (c)  the time used by each player;
+      (d)  the name of the player who has sealed the move; and
+      (e)  the number of the sealed move.
+
+13.3  The arbiter is responsible for the safekeeping of the envelope
+      and should check the accuracy of the information on it.
+
+ 
+
+Article 14:    The Resumption of the Adjourned Game   
+-----------    ------------------------------------
+ 
+14.1  When the game is resumed, the position immediately before the sealed 
+      move shall be set up on the chessboard, and the time used by each 
+      player when the game was adjourned shall be indicated on the clocks.
+
+
+14.2  The envelope shall be opened only when the player who must reply to 
+      the sealed move is present. This player's clock shall be started 
+      after the sealed move has been made on the chessboard.
+      (a)  If two players have agreed to a draw and announce their decision 
+           to the arbiter; or
+      (b)  if one of the players in an adjourned game notifies the arbiter 
+           that he resigns and it is found, when the envelope has been
+           opened, that the sealed move is invalid according to Article 
+           10.16, then in (a) the draw stands and in (b) the resignation 
+           is still valid.
+
+14.3  If the player having to respond to the sealed move is absent, his 
+      clock shall be started but the envelope containing the sealed move 
+      shall be opened only when he arrives. The player's clock shall then 
+      be stopped and restarted after the sealed move has been played on 
+      the chessboard.
+
+14.4  If the player who has sealed the move is absent, the player having 
+      the move is not obliged to reply to the sealed move on the chessboard.
+      He has the right to record his move in reply on his scoresheet, to 
+      seal the scoresheet in an envelope, to stop his clock and start his 
+      opponent's clock. The envelope should then be put into safekeeping 
+      and opened on the opponent's arrival.
+
+14.5  If the envelope containing the move recorded in accordance with 
+      Article 13 has disappeared:
+      (a)  the game shall be resumed from the position at the time of 
+           adjournment and with the clock times recorded at the time of 
+           adjournment;
+      (b)  if it is impossible to re-establish the position, the game is 
+           annulled and a new game must be played;
+      (c)  if the time used at the time of the adjournment cannot be
+           re-established, this question is decided by the arbiter. The 
+           player who sealed the move makes it on the board.  
+
+14.6  If, upon resumption of the game, the time used has been incorrectly 
+      indicated on either clock, and if either player points this out 
+      before making his first move, the error must be corrected. If the 
+      error is not so established, the game continues without correction, 
+      unless the arbiter feels that the consequences will be too severe.
+
+14.7  The duration of each resumption session shall be controlled by the 
+      wall clock, with the starting time and the finishing time announced 
+      in advance.
+
+ 
+
+Article 15:    The Conduct Of The Players   
+-----------    --------------------------
+ 
+15.1  Prohibitions:
+      (a)  During play, the players are forbidden to make use of 
+           hand-written, printed or otherwise recorded matter, or to 
+           analyse the game on another chessboard. They are also forbidden 
+           to have recourse to the advice of a third party, whether 
+           solicited or not. 
+           [The only possible exception is that a player in a team
+           competition may be allowed to ask his captain  "Should I accept 
+           his offer of a draw?" or  "Does the team need me to play for a 
+           win?". The captain or acting-captain must limit his reply to an 
+           immediate  "Yes",  "No", or  "It's up to you", without supplying 
+           his answer after a detailed analysis of the position, and without 
+           making his answer emphatic in any way. This captain, like all his 
+           players, is not allowed to receive opinions, from any source, on 
+           the states of play of any games still in progress] .
+      (b)  The use of notes made during the game as an aid to memory is 
+           also forbidden, aside from the actual recording of the moves 
+           and the times on the clocks.
+      (c)  No analysis is permitted in the playing rooms during play or 
+           during resumption sessions.
+      (d)  It is forbidden to distract or annoy the opponent in any manner 
+           whatsoever. This includes the persistent offering of a draw.
+
+15.2  Infractions of the rules indicated in Article 15.1 may incur penalties 
+      even to the extent of the loss of the game (see Article 16.5).
+
+ 
+
+Article 16:    The Arbiter 
+-----------    -----------
+
+      An arbiter should be designated to control the competition. His 
+      duties are:
+
+16.1  to see that the Laws are strictly observed;
+
+16.2  to supervise the progress of the competition, to establish that the 
+      prescribed time-limit has not been exceeded by the players, to arrange
+      the order of resumption of play of adjourned games, to see that the 
+      arrangements contained in Article 13 are observed (i.e. to see that 
+      the information on the envelope is correct), to keep the sealed-move 
+      envelope until the resumption of the adjourned game, etc;
+      
+16.3  to enforce the decisions he may make in disputes that have arisen 
+      during the course of the competition;
+
+16.4  to act in the best interests of the competition to ensure that a good 
+      playing environment is maintained and that the players are not 
+      disturbed by each other or by the audience;
+
+16.5  to impose penalties on the players for any fault or infraction of 
+      the Laws. These penalties may include a warning, a time penalty 
+      (by adding to the player's used time or to his opponent's unused time) 
+      or even the loss of the game.
+
+ 
+
+Article 17:    Scoring   
+-----------    -------  
+
+      For a won game, the winner gets 1 (one) point and the loser 0 (zero).
+      For a draw, each player gets   (half) a point.
+
+ 
+
+Article 18:    The Interpretation of the Laws    
+-----------    ------------------------------
+ 
+      In case of doubts as to the application or interpretation of the Laws, 
+      F.I.D.E. will examine the evidence and render official decisions. 
+      Rulings published are binding on all affiliated federations. All 
+      proposals and questions about interpretations should be submitted by 
+      member federations, with complete data.
+
+ 
+
+Article 19:    Validity   
+-----------    --------
+
+      This English text is slightly modified from the authentic version 
+      of the Laws of chess, as adopted by the 1984 F.I.D.E. Congress, and  
+      subsequently amended by the 1988 and 1992 F.I.D.E. Congresses. These 
+      Laws took effect from 1 January 1993.
+
+ 
+
+
+-- 
+Steve Rix,
+Department of Chemical Engineering, University of Edinburgh. 
+E-mail: steven@chemeng.ed.ac.uk,   phone: +44 (31) 650 8565.
diff --git a/rules and standards/FiftyMoveRule b/rules and standards/FiftyMoveRule
new file mode 100755
index 0000000..cbc465e
--- /dev/null
+++ b/rules and standards/FiftyMoveRule	
@@ -0,0 +1,39 @@
+From: hwr@intercal.com (Hanon W. Russell)
+Newsgroups: rec.games.chess
+Subject: History of the 50-move rule
+Date: Wed, 25 Nov 1992
+
+
+A reader has inquired about the history of the 50-move rule,
+wondering if the move was put into effect in response to a
+"proof" in the 1930's that allegedly demonstrated that without
+the rule, infinitely long games were possible (we assume that
+this implied the best possible moves by both sides). Although
+we are decidedly non-mathematical (we are known to break out
+with severe cravings for ice cream and and hot fudge when
+subjected even to the threat of exposure to math books) we
+undertook a bit of historical research. The source, the newly
+released second edition of Whyld and Hooper's magnificent
+tome "The Oxford Companion to Chess" (which by the way, shall
+be duly reviewed here, possible when we finish this hot fudge
+sundae...)
+
+>From OCC: "The law existed in shatranj [whose golden age was
+the 8th-9th centuries, A.D.- HWR] as a 70-move version, and
+since then the intention has always been the same, that is, to
+counter the obstinacy of one who continues playing in an unwinnable
+position. In 1561 Ruy Lopez said that 50 moves was enough, but 
+Carrera thought this too generous and that 24 moves was right. On
+the other hand LaBourdonnais argued for 60 moves. By the 19th
+century a request for a count could be made only in specific
+endgames (not always the same in the various sets of laws). The
+count began only when the claim was made and was not annulled
+by a capture or a pawn move. Anomalies could arise such as if
+the queen were captured near the end of a 50-move count in an
+endgame K+Q v. K+R the result would still be a draw if mate was
+not effected in the remainder of the fifty moves. The laws used
+at London 1883 tournament stated that a pawn move or a capture
+annulled the count, but did not offer retrospective counting when
+the claim was first made."
+
+HWR
diff --git a/rules and standards/PGN-Standard b/rules and standards/PGN-Standard
new file mode 100644
index 0000000..07149fd
--- /dev/null
+++ b/rules and standards/PGN-Standard	
@@ -0,0 +1,2921 @@
+Standard: Portable Game Notation Specification and Implementation Guide
+
+Revised: 1994.03.12
+
+Authors: Interested readers of the Internet newsgroup rec.games.chess
+
+Coordinator: Steven J. Edwards (send comments to sje@world.std.com)
+
+
+0: Preface
+
+From the Tower of Babel story:
+
+"If now, while they are one people, all speaking the same language, they have
+started to do this, nothing will later stop them from doing whatever they
+propose to do."
+
+Genesis XI, v.6, _New American Bible_
+
+
+1: Introduction
+
+PGN is "Portable Game Notation", a standard designed for the representation of
+chess game data using ASCII text files.  PGN is structured for easy reading and
+writing by human users and for easy parsing and generation by computer
+programs.  The intent of the definition and propagation of PGN is to facilitate
+the sharing of public domain chess game data among chessplayers (both organic
+and otherwise), publishers, and computer chess researchers throughout the
+world.
+
+PGN is not intended to be a general purpose standard that is suitable for every
+possible use; no such standard could fill all conceivable requirements.
+Instead, PGN is proposed as a universal portable representation for data
+interchange.  The idea is to allow the construction of a family of chess
+applications that can quickly and easily process chess game data using PGN for
+import and export among themselves.
+
+
+2: Chess data representation
+
+Computer usage among chessplayers has become quite common in recent years and a
+variety of different programs, both commercial and public domain, are used to
+generate, access, and propagate chess game data.  Some of these programs are
+rather impressive; most are now well behaved in that they correctly follow the
+Laws of Chess and handle users' data with reasonable care.  Unfortunately, many
+programs have had serious problems with several aspects of the external
+representation of chess game data.  Sometimes these problems become more
+visible when a user attempts to move significant quantities of data from one
+program to another; if there has been no real effort to ensure portability of
+data, then the chances for a successful transfer are small at best.
+
+
+2.1: Data interchange incompatibility
+
+The reasons for format incompatibility are easy to understand.  In fact, most
+of them are correlated with the same problems that have already been seen with
+commercial software offerings for other domains such as word processing,
+spreadsheets, fonts, and graphics.  Sometimes a manufacturer deliberately
+designs a data format using encryption or some other secret, proprietary
+technique to "lock in" a customer.  Sometimes a designer may produce a format
+that can be deciphered without too much difficulty, but at the same time
+publicly discourage third party software by claiming trade secret protection.
+Another software producer may develop a non-proprietary system, but it may work
+well only within the scope of a single program or application because it is not
+easily expandable.  Finally, some other software may work very well for many
+purposes, but it uses symbols and language not easily understood by people or
+computers available to those outside the country of its development.
+
+
+2.2: Specification goals
+
+A specification for a portable game notation must observe the lessons of
+history and be able to handle probable needs of the future.  The design
+criteria for PGN were selected to meet these needs.  These criteria include:
+
+1) The details of the system must be publicly available and free of unnecessary
+complexity.  Ideally, if the documentation is not available for some reason,
+typical chess software developers and users should be able to understand most
+of the data without the need for third party assistance.
+
+2) The details of the system must be non-proprietary so that users and software
+developers are unrestricted by concerns about infringing on intellectual
+property rights.  The idea is to let chess programmers compete in a free market
+where customers may choose software based on their real needs and not based on
+artificial requirements created by a secret data format.
+
+3) The system must work for a variety of programs.  The format should be such
+that it can be used by chess database programs, chess publishing programs,
+chess server programs, and chessplaying programs without being unnecessarily
+specific to any particular application class.
+
+4) The system must be easily expandable and scalable.  The expansion ability
+must include handling data items that may not exist currently but could be
+expected to emerge in the future.  (Examples: new opening classifications and
+new country names.)  The system should be scalable in that it must not have any
+arbitrary restrictions concerning the quantity of stored data.  Also, planned
+modes of expansion should either preserve earlier databases or at least allow
+for their automatic conversion.
+
+5) The system must be international.  Chess software users are found in many
+countries and the system should be free of difficulties caused by conventions
+local to a given region.
+
+6) Finally, the system should handle the same kinds and amounts of data that
+are already handled by existing chess software and by print media.
+
+
+2.3: A sample PGN game
+
+Although its description may seem rather lengthy, PGN is actually fairly
+simple.  A sample PGN game follows; it has most of the important features
+described in later sections of this document.
+
+[Event "F/S Return Match"]
+[Site "Belgrade, Serbia JUG"]
+[Date "1992.11.04"]
+[Round "29"]
+[White "Fischer, Robert J."]
+[Black "Spassky, Boris V."]
+[Result "1/2-1/2"]
+
+1. e4 e5 2. Nf3 Nc6 3. Bb5 a6 4. Ba4 Nf6 5. O-O Be7 6. Re1 b5 7. Bb3 d6 8. c3
+O-O 9. h3 Nb8 10. d4 Nbd7 11. c4 c6 12. cxb5 axb5 13. Nc3 Bb7 14. Bg5 b4 15.
+Nb1 h6 16. Bh4 c5 17. dxe5 Nxe4 18. Bxe7 Qxe7 19. exd6 Qf6 20. Nbd2 Nxd6 21.
+Nc4 Nxc4 22. Bxc4 Nb6 23. Ne5 Rae8 24. Bxf7+ Rxf7 25. Nxf7 Rxe1+ 26. Qxe1 Kxf7
+27. Qe3 Qg5 28. Qxg5 hxg5 29. b3 Ke6 30. a3 Kd6 31. axb4 cxb4 32. Ra5 Nd5 33.
+f3 Bc8 34. Kf2 Bf5 35. Ra7 g6 36. Ra6+ Kc5 37. Ke1 Nf4 38. g3 Nxh3 39. Kd2 Kb5
+40. Rd6 Kc5 41. Ra6 Nf2 42. g4 Bd3 43. Re6 1/2-1/2
+
+
+3: Formats: import and export
+
+There are two formats in the PGN specification.  These are the "import" format
+and the "export" format.  These are the two different ways of formatting the
+same PGN data according to its source.  The details of the two formats are
+described throughout the following sections of this document.
+
+Other than formats, there is the additional topic of PGN presentation.  While
+both PGN import and export formats are designed to be readable by humans, there
+is no recommendation that either of these be an ultimate mode of chess data
+presentation.  Rather, software developers are urged to consider all of the
+various techniques at their disposal to enhance the display of chess data at
+the presentation level (i.e., highest level) of their programs.  This means
+that the use of different fonts, character sizes, color, and other tools of
+computer aided interaction and publishing should be explored to provide a high
+quality presentation appropriate to the function of the particular program.
+
+
+3.1: Import format allows for manually prepared data
+
+The import format is rather flexible and is used to describe data that may have
+been prepared by hand, much like a source file for a high level programming
+language.  A program that can read PGN data should be able to handle the
+somewhat lax import format.
+
+
+3.2: Export format used for program generated output
+
+The export format is rather strict and is used to describe data that is usually
+prepared under program control, something like a pretty printed source program
+reformatted by a compiler.
+
+
+3.2.1: Byte equivalence
+
+For a given PGN data file, export format representations generated by different
+PGN programs on the same computing system should be exactly equivalent, byte
+for byte.
+
+
+3.2.2: Archival storage and the newline character
+
+Export format should also be used for archival storage.  Here, "archival"
+storage is defined as storage that may be accessed by a variety of computing
+systems.  The only extra requirement for archival storage is that the newline
+character have a specific representation that is independent of its value for a
+particular computing system's text file usage.  The archival representation of
+a newline is the ASCII control character LF (line feed, decimal value 10,
+hexadecimal value 0x0a).
+
+Sadly, there are some accidents of history that survive to this day that have
+baroque representations for a newline: multicharacter sequences, end-of-line
+record markers, start-of-line byte counts, fixed length records, and so forth.
+It is well beyond the scope of the PGN project to reconcile all of these to the
+unified world of ANSI C and the those enjoying the bliss of a single '\n'
+convention.  Some systems may just not be able to handle an archival PGN text
+file with native text editors.  In these cases, an indulgence of sorts is
+granted to use the local newline convention in non-archival PGN files for those
+text editors.
+
+
+3.2.3: Speed of processing
+
+Several parts of the export format deal with exact descriptions of line and
+field justification that are absent from the import format details.  The main
+reason for these restrictions on the export format are to allow the
+construction of simple data translation programs that can easily scan PGN data
+without having to have a full chess engine or other complex parsing routines.
+The idea is to encourage chess software authors to always allow for at least a
+limited PGN reading capability.  Even when a full chess engine parsing
+capability is available, it is likely to be at least two orders of magnitude
+slower than a simple text scanner.
+
+
+3.2.4: Reduced export format
+
+A PGN game represented using export format is said to be in "reduced export
+format" if all of the following hold: 1) it has no commentary, 2) it has only
+the standard seven tag roster identification information ("STR", see below), 3)
+it has no recursive annotation variations ("RAV", see below), and 4) it has no
+numeric annotation glyphs ("NAG", see below).  Reduced export format is used
+for bulk storage of unannotated games.  It represents a minimum level of
+standard conformance for a PGN exporting application.
+
+
+4: Lexicographical issues
+
+PGN data is composed of characters; non-overlapping contiguous sequences of
+characters form lexical tokens.
+
+
+4.1: Character codes
+
+PGN data is represented using a subset of the eight bit ISO 8859/1 (Latin 1)
+character set.  ("ISO" is an acronym for the International Standards
+Organization.)  This set is also known as ECMA-94 and is similar to other ISO
+Latin character sets.  ISO 8859/1 includes the standard seven bit ASCII
+character set for the 32 control character code values from zero to 31.  The 95
+printing character code values from 32 to 126 are also equivalent to seven bit
+ASCII usage.  (Code value 127, the ASCII DEL control character, is a graphic
+character in ISO 8859/1; it is not used for PGN data representation.)
+
+The 32 ISO 8859/1 code values from 128 to 159 are non-printing control
+characters.  They are not used for PGN data representation.  The 32 code values
+from 160 to 191 are mostly non-alphabetic printing characters and their use for
+PGN data is discouraged as their graphic representation varies considerably
+among other ISO Latin sets.  Finally, the 64 code values from 192 to 255 are
+mostly alphabetic printing characters with various diacritical marks; their use
+is encouraged for those languages that require such characters.  The graphic
+representations of this last set of 64 characters is fairly constant for the
+ISO Latin family.
+
+Printing character codes outside of the seven bit ASCII range may only appear
+in string data and in commentary.  They are not permitted for use in symbol
+construction.
+
+Because some PGN users' environments may not support presentation of non-ASCII
+characters, PGN game authors should refrain from using such characters in
+critical commentary or string values in game data that may be referenced in
+such environments.  PGN software authors should have their programs handle such
+environments by displaying a question mark ("?") for non-ASCII character codes.
+This is an important point because there are many computing systems that can
+display eight bit character data, but the display graphics may differ among
+machines and operating systems from different manufacturers.
+
+Only four of the ASCII control characters are permitted in PGN import format;
+these are the horizontal and vertical tabs along with the linefeed and carriage
+return codes.
+
+The external representation of the newline character may differ among
+platforms; this is an acceptable variation as long as the details of the
+implementation are hidden from software implementors and users.  When a choice
+is practical, the Unix "newline is linefeed" convention is preferred.
+
+
+4.2: Tab characters
+
+Tab characters, both horizontal and vertical, are not permitted in the export
+format.  This is because the treatment of tab characters is highly dependent
+upon the particular software in use on the host computing system.  Also, tab
+characters may not appear inside of string data.
+
+
+4.3: Line lengths
+
+PGN data are organized as simple text lines without any special bytes or
+markers for secondary record structure imposed by specific operating systems.
+Import format PGN text lines are limited to having a maximum of 255 characters
+per line including the newline character.  Lines with 80 or more printing
+characters are strongly discouraged because of the difficulties experienced by
+common text editors with long lines.
+
+In some cases, very long tag values will require 80 or more columns, but these
+are relatively rare.  An example of this is the "FEN" tag pair; it may have a
+long tag value, but this particular tag pair is only used to represent a game
+that doesn't start from the usual initial position.
+
+
+5: Commentary
+
+Comment text may appear in PGN data.  There are two kinds of comments.  The
+first kind is the "rest of line" comment; this comment type starts with a
+semicolon character and continues to the end of the line.  The second kind
+starts with a left brace character and continues to the next right brace
+character.  Comments cannot appear inside any token.
+
+Brace comments do not nest; a left brace character appearing in a brace comment
+loses its special meaning and is ignored.  A semicolon appearing inside of a
+brace comment loses its special meaning and is ignored.  Braces appearing
+inside of a semicolon comments lose their special meaning and are ignored.
+
+*** Export format representation of comments needs definition work.
+
+
+6: Escape mechanism
+
+There is a special escape mechanism for PGN data.  This mechanism is triggered
+by a percent sign character ("%") appearing in the first column of a line; the
+data on the rest of the line is ignored by publicly available PGN scanning
+software.  This escape convention is intended for the private use of software
+developers and researchers to embed non-PGN commands and data in PGN streams.
+
+A percent sign appearing in any other place other than the first position in a
+line does not trigger the escape mechanism.
+
+
+7: Tokens
+
+PGN character data is organized as tokens.  A token is a contiguous sequence of
+characters that represents a basic semantic unit.  Tokens may be separated from
+adjacent tokens by white space characters.  (White space characters include
+space, newline, and tab characters.)  Some tokens are self delimiting and do
+not require white space characters.
+
+A string token is a sequence of zero or more printing characters delimited by a
+pair of quote characters (ASCII decimal value 34, hexadecimal value 0x22).  An
+empty string is represented by two adjacent quotes.  (Note: an apostrophe is
+not a quote.)  A quote inside a string is represented by the backslash
+immediately followed by a quote.  A backslash inside a string is represented by
+two adjacent backslashes.  Strings are commonly used as tag pair values (see
+below).  Non-printing characters like newline and tab are not permitted inside
+of strings.  A string token is terminated by its closing quote.  Currently, a
+string is limited to a maximum of 255 characters of data.
+
+An integer token is a sequence of one or more decimal digit characters.  It is
+a special case of the more general "symbol" token class described below.
+Integer tokens are used to help represent move number indications (see below).
+An integer token is terminated just prior to the first non-symbol character
+following the integer digit sequence.
+
+A period character (".") is a token by itself.  It is used for move number
+indications (see below).  It is self terminating.
+
+An asterisk character ("*") is a token by itself.  It is used as one of the
+possible game termination markers (see below); it indicates an incomplete game
+or a game with an unknown or otherwise unavailable result.  It is self
+terminating.
+
+The left and right bracket characters ("[" and "]") are tokens.  They are used
+to delimit tag pairs (see below).  Both are self terminating.
+
+The left and right parenthesis characters ("(" and ")") are tokens.  They are
+used to delimit Recursive Annotation Variations (see below).  Both are self
+terminating.
+
+The left and right angle bracket characters ("<" and ">") are tokens.  They are
+reserved for future expansion.  Both are self terminating.
+
+A Numeric Annotation Glyph ("NAG", see below) is a token; it is composed of a
+dollar sign character ("$") immediately followed by one or more digit
+characters.  It is terminated just prior to the first non-digit character
+following the digit sequence.
+
+A symbol token starts with a letter or digit character and is immediately
+followed by a sequence of zero or more symbol continuation characters.  These
+continuation characters are letter characters ("A-Za-z"), digit characters
+("0-9"), the underscore ("_"), the plus sign ("+"), the octothorpe sign ("#"),
+the equal sign ("="), the colon (":"),  and the hyphen ("-").  Symbols are used
+for a variety of purposes.  All characters in a symbol are significant.  A
+symbol token is terminated just prior to the first non-symbol character
+following the symbol character sequence.  Currently, a symbol is limited to a
+maximum of 255 characters in length.
+
+
+8: Parsing games
+
+A PGN database file is a sequential collection of zero or more PGN games.  An
+empty file is a valid, although somewhat uninformative, PGN database.
+
+A PGN game is composed of two sections.  The first is the tag pair section and
+the second is the movetext section.  The tag pair section provides information
+that identifies the game by defining the values associated with a set of
+standard parameters.  The movetext section gives the usually enumerated and
+possibly annotated moves of the game along with the concluding game termination
+marker.  The chess moves themselves are represented using SAN (Standard
+Algebraic Notation), also described later in this document.
+
+
+8.1: Tag pair section
+
+The tag pair section is composed of a series of zero or more tag pairs.
+
+A tag pair is composed of four consecutive tokens: a left bracket token, a
+symbol token, a string token, and a right bracket token.  The symbol token is
+the tag name and the string token is the tag value associated with the tag
+name.  (There is a standard set of tag names and semantics described below.)
+The same tag name should not appear more than once in a tag pair section.
+
+A further restriction on tag names is that they are composed exclusively of
+letters, digits, and the underscore character.  This is done to facilitate
+mapping of tag names into key and attribute names for use with general purpose
+database programs.
+
+For PGN import format, there may be zero or more white space characters between
+any adjacent pair of tokens in a tag pair.
+
+For PGN export format, there are no white space characters between the left
+bracket and the tag name, there are no white space characters between the tag
+value and the right bracket, and there is a single space character between the
+tag name and the tag value.
+
+Tag names, like all symbols, are case sensitive.  All tag names used for
+archival storage begin with an upper case letter.
+
+PGN import format may have multiple tag pairs on the same line and may even
+have a tag pair spanning more than a single line.  Export format requires each
+tag pair to appear left justified on a line by itself; a single empty line
+follows the last tag pair.
+
+Some tag values may be composed of a sequence of items.  For example, a
+consultation game may have more than one player for a given side.  When this
+occurs, the single character ":" (colon) appears between adjacent items.
+Because of this use as an internal separator in strings, the colon should not
+otherwise appear in a string.
+
+The tag pair format is designed for expansion; initially only strings are
+allowed as tag pair values.  Tag value formats associated with the STR (Seven
+Tag Roster, see below) will not change; they will always be string values.
+However, there are long term plans to allow general list structures as tag
+values for non-STR tag pairs.  Use of these expanded tag values will likely be
+restricted to special research programs.  In all events, the top level
+structure of a tag pair remains the same: left bracket, tag name, tag value,
+and right bracket.
+
+
+8.1.1: Seven Tag Roster
+
+There is a set of tags defined for mandatory use for archival storage of PGN
+data.  This is the STR (Seven Tag Roster).  The interpretation of these tags is
+fixed as is the order in which they appear.  Although the definition and use of
+additional tag names and semantics is permitted and encouraged when needed, the
+STR is the common ground that all programs should follow for public data
+interchange.
+
+For import format, the order of tag pairs is not important.  For export format,
+the STR tag pairs appear before any other tag pairs.  (The STR tag pairs must
+also appear in order; this order is described below).  Also for export format,
+any additional tag pairs appear in ASCII order by tag name.
+
+The seven tag names of the STR are (in order):
+
+1) Event (the name of the tournament or match event)
+
+2) Site (the location of the event)
+
+3) Date (the starting date of the game)
+
+4) Round (the playing round ordinal of the game)
+
+5) White (the player of the white pieces)
+
+6) Black (the player of the black pieces)
+
+7) Result (the result of the game)
+
+A set of supplemental tag names is given later in this document.
+
+For PGN export format, a single blank line appears after the last of the tag
+pairs to conclude the tag pair section.  This helps simple scanning programs to
+quickly determine the end of the tag pair section and the beginning of the
+movetext section.
+
+
+8.1.1.1: The Event tag
+
+The Event tag value should be reasonably descriptive.  Abbreviations are to be
+avoided unless absolutely necessary.  A consistent event naming should be used
+to help facilitate database scanning.  If the name of the event is unknown, a
+single question mark should appear as the tag value.
+
+Examples:
+
+[Event "FIDE World Championship"]
+
+[Event "Moscow City Championship"]
+
+[Event "ACM North American Computer Championship"]
+
+[Event "Casual Game"]
+
+
+8.1.1.2: The Site tag
+
+The Site tag value should include city and region names along with a standard
+name for the country.  The use of the IOC (International Olympic Committee)
+three letter names is suggested for those countries where such codes are
+available.  If the site of the event is unknown, a single question mark should
+appear as the tag value.  A comma may be used to separate a city from a region.
+No comma is needed to separate a city or region from the IOC country code.  A
+later section of this document gives a list of three letter nation codes along
+with a few additions for "locations" not covered by the IOC.
+
+Examples:
+
+[Site "New York City, NY USA"]
+
+[Site "St. Petersburg RUS"]
+
+[Site "Riga LAT"]
+
+
+8.1.1.3: The Date tag
+
+The Date tag value gives the starting date for the game.  (Note: this is not
+necessarily the same as the starting date for the event.)  The date is given
+with respect to the local time of the site given in the Event tag.  The Date
+tag value field always uses a standard ten character format: "YYYY.MM.DD".  The
+first four characters are digits that give the year, the next character is a
+period, the next two characters are digits that give the month, the next
+character is a period, and the final two characters are digits that give the
+day of the month.  If the any of the digit fields are not known, then question
+marks are used in place of the digits.
+
+Examples:
+
+[Date "1992.08.31"]
+
+[Date "1993.??.??"]
+
+[Date "2001.01.01"]
+
+
+8.1.1.4: The Round tag
+
+The Round tag value gives the playing round for the game.  In a match
+competition, this value is the number of the game played.  If the use of a
+round number is inappropriate, then the field should be a single hyphen
+character.  If the round is unknown, a single question mark should appear as
+the tag value.
+
+Some organizers employ unusual round designations and have multipart playing
+rounds and sometimes even have conditional rounds.  In these cases, a multipart
+round identifier can be made from a sequence of integer round numbers separated
+by periods.  The leftmost integer represents the most significant round and
+succeeding integers represent round numbers in descending hierarchical order.
+
+Examples:
+
+[Round "1"]
+
+[Round "3.1"]
+
+[Round "4.1.2"]
+
+
+8.1.1.5: The White tag
+
+The White tag value is the name of the player or players of the white pieces.
+The names are given as they would appear in a telephone directory.  The family
+or last name appears first.  If a first name or first initial is available, it
+is separated from the family name by a comma and a space.  Finally, one or more
+middle initials may appear.  (Wherever a comma appears, the very next character
+should be a space.  Wherever an initial appears, the very next character should
+be a period.)  If the name is unknown, a single question mark should appear as
+the tag value.
+
+The intent is to allow meaningful ASCII sorting of the tag value that is
+independent of regional name formation customs.  If more than one person is
+playing the white pieces, the names are listed in alphabetical order and are
+separated by the colon character between adjacent entries.  A player who is
+also a computer program should have appropriate version information listed
+after the name of the program.
+
+The format used in the FIDE Rating Lists is appropriate for use for player name
+tags.
+
+Examples:
+
+[White "Tal, Mikhail N."]
+
+[White "van der Wiel, Johan"]
+
+[White "Acme Pawngrabber v.3.2"]
+
+[White "Fine, R."]
+
+
+8.1.1.6: The Black tag
+
+The Black tag value is the name of the player or players of the black pieces.
+The names are given here as they are for the White tag value.
+
+Examples:
+
+[Black "Lasker, Emmanuel"]
+
+[Black "Smyslov, Vasily V."]
+
+[Black "Smith, John Q.:Woodpusher 2000"]
+
+[Black "Morphy"]
+
+
+8.1.1.7: The Result tag
+
+The Result field value is the result of the game.  It is always exactly the
+same as the game termination marker that concludes the associated movetext.  It
+is always one of four possible values: "1-0" (White wins), "0-1" (Black wins),
+"1/2-1/2" (drawn game), and "*" (game still in progress, game abandoned, or
+result otherwise unknown).  Note that the digit zero is used in both of the
+first two cases; not the letter "O".
+
+All possible examples:
+
+[Result "0-1"]
+
+[Result "1-0"]
+
+[Result "1/2-1/2"]
+
+[Result "*"]
+
+
+8.2: Movetext section
+
+The movetext section is composed of chess moves, move number indications,
+optional annotations, and a single concluding game termination marker.
+
+Because illegal moves are not real chess moves, they are not permitted in PGN
+movetext.  They may appear in commentary, however.  One would hope that illegal
+moves are relatively rare in games worthy of recording.
+
+
+8.2.1: Movetext line justification
+
+In PGN import format, tokens in the movetext do not require any specific line
+justification.
+
+In PGN export format, tokens in the movetext are placed left justified on
+successive text lines each of which has less than 80 printing characters.  As
+many tokens as possible are placed on a line with the remainder appearing on
+successive lines.  A single space character appears between any two adjacent
+symbol tokens on the same line in the movetext.  As with the tag pair section,
+a single empty line follows the last line of data to conclude the movetext
+section.
+
+Neither the first or the last character on an export format PGN line is a
+space.  (This may change in the case of commentary; this area is currently
+under development.)
+
+
+8.2.2: Movetext move number indications
+
+A move number indication is composed of one or more adjacent digits (an integer
+token) followed by zero or more periods.  The integer portion of the indication
+gives the move number of the immediately following white move (if present) and
+also the immediately following black move (if present).
+
+
+8.2.2.1: Import format move number indications
+
+PGN import format does not require move number indications.  It does not
+prohibit superfluous move number indications anywhere in the movetext as long
+as the move numbers are correct.
+
+PGN import format move number indications may have zero or more period
+characters following the digit sequence that gives the move number; one or more
+white space characters may appear between the digit sequence and the period(s).
+
+
+8.2.2.2: Export format move number indications
+
+There are two export format move number indication formats, one for use
+appearing immediately before a white move element and one for use appearing
+immediately before a black move element.  A white move number indication is
+formed from the integer giving the fullmove number with a single period
+character appended.  A black move number indication is formed from the integer
+giving the fullmove number with three period characters appended.
+
+All white move elements have a preceding move number indication.  A black move
+element has a preceding move number indication only in two cases: first, if
+there is intervening annotation or commentary between the black move and the
+previous white move; and second, if there is no previous white move in the
+special case where a game starts from a position where Black is the active
+player.
+
+There are no other cases where move number indications appear in PGN export
+format.
+
+
+8.2.3: Movetext SAN (Standard Algebraic Notation)
+
+SAN (Standard Algebraic Notation) is a representation standard for chess moves
+using the ASCII Latin alphabet.
+
+Examples of SAN recorded games are found throughout most modern chess
+publications.  SAN as presented in this document uses English language single
+character abbreviations for chess pieces, although this is easily changed in
+the source.  English is chosen over other languages because it appears to be
+the most widely recognized.
+
+An alternative to SAN is FAN (Figurine Algebraic Notation).  FAN uses miniature
+piece icons instead of single letter piece abbreviations.  The two notations
+are otherwise identical.
+
+
+8.2.3.1: Square identification
+
+SAN identifies each of the sixty four squares on the chessboard with a unique
+two character name.  The first character of a square identifier is the file of
+the square; a file is a column of eight squares designated by a single lower
+case letter from "a" (leftmost or queenside) up to and including "h" (rightmost
+or kingside).  The second character of a square identifier is the rank of the
+square; a rank is a row of eight squares designated by a single digit from "1"
+(bottom side [White's first rank]) up to and including "8" (top side [Black's
+first rank]).  The initial squares of some pieces are: white queen rook at a1,
+white king at e1, black queen knight pawn at b7, and black king rook at h8.
+
+
+8.2.3.2: Piece identification
+
+SAN identifies each piece by a single upper case letter.  The standard English
+values: pawn = "P", knight = "N", bishop = "B", rook = "R", queen = "Q", and
+king = "K".
+
+The letter code for a pawn is not used for SAN moves in PGN export format
+movetext.  However, some PGN import software disambiguation code may allow for
+the appearance of pawn letter codes.  Also, pawn and other piece letter codes
+are needed for use in some tag pair and annotation constructs.
+
+It is admittedly a bit chauvinistic to select English piece letters over those
+from other languages.  There is a slight justification in that English is a de
+facto universal second language among most chessplayers and program users.  It
+is probably the best that can be done for now.  A later section of this
+document gives alternative piece letters, but these should be used only for
+local presentation software and not for archival storage or for dynamic
+interchange among programs.
+
+
+8.2.3.3: Basic SAN move construction
+
+A basic SAN move is given by listing the moving piece letter (omitted for
+pawns) followed by the destination square.  Capture moves are denoted by the
+lower case letter "x" immediately prior to the destination square; pawn
+captures include the file letter of the originating square of the capturing
+pawn immediately prior to the "x" character.
+
+SAN kingside castling is indicated by the sequence "O-O"; queenside castling is
+indicated by the sequence "O-O-O".  Note that the upper case letter "O" is
+used, not the digit zero.  The use of a zero character is not only incompatible
+with traditional text practices, but it can also confuse parsing algorithms
+which also have to understand about move numbers and game termination markers.
+Also note that the use of the letter "O" is consistent with the practice of
+having all chess move symbols start with a letter; also, it follows the
+convention that all non-pwn move symbols start with an upper case letter.
+
+En passant captures do not have any special notation; they are formed as if the
+captured pawn were on the capturing pawn's destination square.  Pawn promotions
+are denoted by the equal sign "=" immediately following the destination square
+with a promoted piece letter (indicating one of knight, bishop, rook, or queen)
+immediately following the equal sign.  As above, the piece letter is in upper
+case.
+
+
+8.2.3.4: Disambiguation
+
+In the case of ambiguities (multiple pieces of the same type moving to the same
+square), the first appropriate disambiguating step of the three following steps
+is taken:
+
+First, if the moving pieces can be distinguished by their originating files,
+the originating file letter of the moving piece is inserted immediately after
+the moving piece letter.
+
+Second (when the first step fails), if the moving pieces can be distinguished
+by their originating ranks, the originating rank digit of the moving piece is
+inserted immediately after the moving piece letter.
+
+Third (when both the first and the second steps fail), the two character square
+coordinate of the originating square of the moving piece is inserted
+immediately after the moving piece letter.
+
+Note that the above disambiguation is needed only to distinguish among moves of
+the same piece type to the same square; it is not used to distinguish among
+attacks of the same piece type to the same square.  An example of this would be
+a position with two white knights, one on square c3 and one on square g1 and a
+vacant square e2 with White to move.  Both knights attack square e2, and if
+both could legally move there, then a file disambiguation is needed; the
+(nonchecking) knight moves would be "Nce2" and "Nge2".  However, if the white
+king were at square e1 and a black bishop were at square b4 with a vacant
+square d2 (thus an absolute pin of the white knight at square c3), then only
+one white knight (the one at square g1) could move to square e2: "Ne2".
+
+
+8.2.3.5: Check and checkmate indication characters
+
+If the move is a checking move, the plus sign "+" is appended as a suffix to
+the basic SAN move notation; if the move is a checkmating move, the octothorpe
+sign "#" is appended instead.
+
+Neither the appearance nor the absence of either a check or checkmating
+indicator is used for disambiguation purposes.  This means that if two (or
+more) pieces of the same type can move to the same square the differences in
+checking status of the moves does not allieviate the need for the standard rank
+and file disabiguation described above.  (Note that a difference in checking
+status for the above may occur only in the case of a discovered check.)
+
+Neither the checking or checkmating indicators are considered annotation as
+they do not communicate subjective information.  Therefore, they are
+qualitatively different from move suffix annotations like "!" and "?".
+Subjective move annotations are handled using Numeric Annotation Glyphs as
+described in a later section of this document.
+
+There are no special markings used for double checks or discovered checks.
+
+There are no special markings used for drawing moves.
+
+
+8.2.3.6: SAN move length
+
+SAN moves can be as short as two characters (e.g., "d4"), or as long as seven
+characters (e.g., "Qa6xb7#", "fxg1=Q+").  The average SAN move length seen in
+realistic games is probably just fractionally longer than three characters.  If
+the SAN rules seem complicated, be assured that the earlier notation systems of
+LEN (Long English Notation) and EDN (English Descriptive Notation) are much
+more complex, and that LAN (Long Algebraic Notation, the predecessor of SAN) is
+unnecessarily bulky.
+
+
+8.2.3.7: Import and export SAN
+
+PGN export format always uses the above canonical SAN to represent moves in the
+movetext section of a PGN game.  Import format is somewhat more relaxed and it
+makes allowances for moves that do not conform exactly to the canonical format.
+However, these allowances may differ among different PGN reader programs.  Only
+data appearing in export format is in all cases guaranteed to be importable
+into all PGN readers.
+
+There are a number of suggested guidelines for use with implementing PGN reader
+software for permitting non-canonical SAN move representation.  The idea is to
+have a PGN reader apply various transformations to attempt to discover the move
+that is represented by non-canonical input.  Some suggested transformations
+include: letter case remapping, capture indicator insertion, check indicator
+insertion, and checkmate indicator insertion.
+
+
+8.2.3.8: SAN move suffix annotations
+
+Import format PGN allows for the use of traditional suffix annotations for
+moves.  There are exactly six such annotations available: "!", "?", "!!", "!?",
+"?!", and "??".  At most one such suffix annotation may appear per move, and if
+present, it is always the last part of the move symbol.
+
+When exported, a move suffix annotation is translated into the corresponding
+Numeric Annotation Glyph as described in a later section of this document.  For
+example, if the single move symbol "Qxa8?" appears in an import format PGN
+movetext, it would be replaced with the two adjacent symbols "Qxa8 $2".
+
+
+8.2.4: Movetext NAG (Numeric Annotation Glyph)
+
+An NAG (Numeric Annotation Glyph) is a movetext element that is used to
+indicate a simple annotation in a language independent manner.  An NAG is
+formed from a dollar sign ("$") with a non-negative decimal integer suffix.
+The non-negative integer must be from zero to 255 in value.
+
+
+8.2.5: Movetext RAV (Recursive Annotation Variation)
+
+An RAV (Recursive Annotation Variation) is a sequence of movetext containing
+one or more moves enclosed in parentheses.  An RAV is used to represent an
+alternative variation.  The alternate move sequence given by an RAV is one that
+may be legally played by first unplaying the move that appears immediately
+prior to the RAV.  Because the RAV is a recursive construct, it may be nested.
+
+*** The specification for import/export representation of RAV elements needs
+further development.
+
+
+8.2.6: Game Termination Markers
+
+Each movetext section has exactly one game termination marker; the marker
+always occurs as the last element in the movetext.  The game termination marker
+is a symbol that is one of the following four values: "1-0" (White wins), "0-1"
+(Black wins), "1/2-1/2" (drawn game), and "*" (game in progress, result
+unknown, or game abandoned).  Note that the digit zero is used in the above;
+not the upper case letter "O".  The game termination marker appearing in the
+movetext of a game must match the value of the game's Result tag pair.  (While
+the marker appears as a string in the Result tag, it appears as a symbol
+without quotes in the movetext.)
+
+
+9: Supplemental tag names
+
+The following tag names and their associated semantics are recommended for use
+for information not contained in the Seven Tag Roster.
+
+
+9.1: Player related information
+
+Note that if there is more than one player field in an instance of a player
+(White or Black) tag, then there will be corresponding multiple fields in any
+of the following tags.  For example, if the White tag has the three field value
+"Jones:Smith:Zacharias" (a consultation game), then the WhiteTitle tag could
+have a value of "IM:-:GM" if Jones was an International Master, Smith was
+untitled, and Zacharias was a Grandmaster.
+
+
+9.1.1: Tags: WhiteTitle, BlackTitle
+
+These use string values such as "FM", "IM", and "GM"; these tags are used only
+for the standard abbreviations for FIDE titles.  A value of "-" is used for an
+untitled player.
+
+
+9.1.2: Tags: WhiteElo, BlackElo
+
+These tags use integer values; these are used for FIDE Elo ratings.  A value of
+"-" is used for an unrated player.
+
+
+9.1.3: Tags: WhiteUSCF, BlackUSCF
+
+These tags use integer values; these are used for USCF (United States Chess
+Federation) ratings.  Similar tag names can be constructed for other rating
+agencies.
+
+
+9.1.4: Tags: WhiteNA, BlackNA
+
+These tags use string values; these are the e-mail or network addresses of the
+players.  A value of "-" is used for a player without an electronic address.
+
+
+9.1.5: Tags: WhiteType, BlackType
+
+These tags use string values; these describe the player types.  The value
+"human" should be used for a person while the value "program" should be used
+for algorithmic (computer) players.
+
+
+9.2: Event related information
+
+The following tags are used for providing additional information about the
+event.
+
+
+9.2.1: Tag: EventDate
+
+This uses a date value, similar to the Date tag field, that gives the starting
+date of the Event.
+
+
+9.2.2: Tag: EventSponsor
+
+This uses a string value giving the name of the sponsor of the event.
+
+
+9.2.3: Tag: Section
+
+This uses a string; this is used for the playing section of a tournament (e.g.,
+"Open" or "Reserve").
+
+
+9.2.4: Tag: Stage
+
+This uses a string; this is used for the stage of a multistage event (e.g.,
+"Preliminary" or "Semifinal").
+
+
+9.2.5: Tag: Board
+
+This uses an integer; this identifies the board number in a team event and also
+in a simultaneous exhibition.
+
+
+9.3: Opening information (locale specific)
+
+The following tag pairs are used for traditional opening names.  The associated
+tag values will vary according to the local language in use.
+
+
+9.3.1: Tag: Opening
+
+This uses a string; this is used for the traditional opening name.  This will
+vary by locale.  This tag pair is associated with the use of the EPD opcode
+"v0" described in a later section of this document.
+
+
+9.3.2: Tag: Variation
+
+This uses a string; this is used to further refine the Opening tag.  This will
+vary by locale.  This tag pair is associated with the use of the EPD opcode
+"v1" described in a later section of this document.
+
+
+9.3.3: Tag: SubVariation
+
+This uses a string; this is used to further refine the Variation tag.  This
+will vary by locale.  This tag pair is associated with the use of the EPD
+opcode "v2" described in a later section of this document.
+
+
+9.4: Opening information (third party vendors)
+
+The following tag pairs are used for representing opening identification
+according to various third party vendors and organizations.  References to
+these organizations does not imply any endorsement of them or any endorsement
+by them.
+
+
+9.4.1: Tag: ECO
+
+This uses a string of either the form "XDD" or the form "XDD/DD" where the "X"
+is a letter from "A" to "E" and the "D" positions are digits; this is used for
+an opening designation from the five volume _Encyclopedia of Chess Openings_.
+This tag pair is associated with the use of the EPD opcode "eco" described in a
+later section of this document.
+
+
+9.4.2: Tag: NIC
+
+This uses a string; this is used for an opening designation from the _New in
+Chess_ database.  This tag pair is associated with the use of the EPD opcode
+"nic" described in a later section of this document.
+
+
+9.5: Time and date related information
+
+The following tags assist with further refinement of the time and data
+information associated with a game.
+
+
+9.5.1: Tag: Time
+
+This uses a time-of-day value in the form "HH:MM:SS"; similar to the Date tag
+except that it denotes the local clock time (hours, minutes, and seconds) of
+the start of the game.  Note that colons, not periods, are used for field
+separators for the Time tag value.  The value is taken from the local time
+corresponding to the location given in the Site tag pair.
+
+
+9.5.2: Tag: UTCTime
+
+This tag is similar to the Time tag except that the time is given according to
+the Universal Coordinated Time standard.
+
+
+9.5.3: Tag:; UTCDate
+
+This tag is similar to the Date tag except that the date is given according to
+the Universal Coordinated Time standard.
+
+
+9.6: Time control
+
+The follwing tag is used to help describe the time control used with the game.
+
+
+9.6.1: Tag: TimeControl
+
+This uses a list of one or more time control fields.  Each field contains a
+descriptor for each time control period; if more than one descriptor is present
+then they are separated by the colon character (":").  The descriptors appear
+in the order in which they are used in the game.  The last field appearing is
+considered to be implicitly repeated for further control periods as needed.
+
+There are six kinds of TimeControl fields.
+
+The first kind is a single question mark ("?") which means that the time
+control mode is unknown.  When used, it is usually the only descriptor present.
+
+The second kind is a single hyphen ("-") which means that there was no time
+control mode in use.  When used, it is usually the only descriptor present.
+
+The third Time control field kind is formed as two positive integers separated
+by a solidus ("/") character.  The first integer is the number of moves in the
+period and the second is the number of seconds in the period.  Thus, a time
+control period of 40 moves in 2 1/2 hours would be represented as "40/9000".
+
+The fourth TimeControl field kind is used for a "sudden death" control period.
+It should only be used for the last descriptor in a TimeControl tag value.  It
+is sometimes the only descriptor present.  The format consists of a single
+integer that gives the number of seconds in the period.  Thus, a blitz game
+would be represented with a TimeControl tag value of "300".
+
+The fifth TimeControl field kind is used for an "incremental" control period.
+It should only be used for the last descriptor in a TimeControl tag value and
+is usually the only descriptor in the value.  The format consists of two
+positive integers separated by a plus sign ("+") character.  The first integer
+gives the minimum number of seconds allocated for the period and the second
+integer gives the number of extra seconds added after each move is made.  So,
+an incremental time control of 90 minutes plus one extra minute per move would
+be given by "4500+60" in the TimeControl tag value.
+
+The sixth TimeControl field kind is used for a "sandclock" or "hourglass"
+control period.  It should only be used for the last descriptor in a
+TimeControl tag value and is usually the only descriptor in the value.  The
+format consists of an asterisk ("*") immediately followed by a positive
+integer.  The integer gives the total number of seconds in the sandclock
+period.  The time control is implemented as if a sandclock were set at the
+start of the period with an equal amount of sand in each of the two chambers
+and the players invert the sandclock after each move with a time forfeit
+indicated by an empty upper chamber.  Electronic implementation of a physical
+sandclock may be used.  An example sandclock specification for a common three
+minute egg timer sandclock would have a tag value of "*180".
+
+Additional TimeControl field kinds will be defined as necessary.
+
+
+9.7: Alternative starting positions
+
+There are two tags defined for assistance with describing games that did not
+start from the usual initial array.
+
+
+9.7.1: Tag: SetUp
+
+This tag takes an integer that denotes the "set-up" status of the game.  A
+value of "0" indicates that the game has started from the usual initial array.
+A value of "1" indicates that the game started from a set-up position; this
+position is given in the "FEN" tag pair.  This tag must appear for a game
+starting with a set-up position.  If it appears with a tag value of "1", a FEN
+tag pair must also appear.
+
+
+9.7.2: Tag: FEN
+
+This tag uses a string that gives the Forsyth-Edwards Notation for the starting
+position used in the game.  FEN is described in a later section of this
+document.  If a SetUp tag appears with a tag value of "1", the FEN tag pair is
+also required.
+
+
+9.8: Game conclusion
+
+There is a single tag that discusses the conclusion of the game.
+
+
+9.8.1: Tag: Termination
+
+This takes a string that describes the reason for the conclusion of the game.
+While the Result tag gives the result of the game, it does not provide any
+extra information and so the Termination tag is defined for this purpose.
+
+Strings that may appear as Termination tag values:
+
+* "abandoned": abandoned game.
+
+* "adjudication": result due to third party adjudication process.
+
+* "death": losing player called to greater things, one hopes.
+
+* "emergency": game concluded due to unforeseen circumstances.
+
+* "normal": game terminated in a normal fashion.
+
+* "rules infraction": administrative forfeit due to losing player's failure to
+observe either the Laws of Chess or the event regulations.
+
+* "time forfeit": loss due to losing player's failure to meet time control
+requirements.
+
+* "unterminated": game not terminated.
+
+
+9.9: Miscellaneous
+
+These are tags that can be briefly described and that doon't fit well inother
+sections.
+
+
+9.9.1: Tag: Annotator
+
+This tag uses a name or names in the format of the player name tags; this
+identifies the annotator or annotators of the game.
+
+
+9.9.2: Tag: Mode
+
+This uses a string that gives the playing mode of the game.  Examples: "OTB"
+(over the board), "PM" (paper mail), "EM" (electronic mail), "ICS" (Internet
+Chess Server), and "TC" (general telecommunication).
+
+
+9.9.3: Tag: PlyCount
+
+This tag takes a single integer that gives the number of ply (moves) in the
+game.
+
+
+10: Numeric Annotation Glyphs
+
+NAG zero is used for a null annotation; it is provided for the convenience of
+software designers as a placeholder value and should probably not be used in
+external PGN data.
+
+NAGs with values from 1 to 9 annotate the move just played.
+
+NAGs with values from 10 to 135 modify the current position.
+
+NAGs with values from 136 to 139 describe time pressure.
+
+Other NAG values are reserved for future definition.
+
+Note: the number assignments listed below should be considered preliminary in
+nature; they are likely to be changed as a result of reviewer feedback.
+
+NAG    Interpretation
+---    --------------
+  0    null annotation
+  1    good move (traditional "!")
+  2    poor move (traditional "?")
+  3    very good move (traditional "!!")
+  4    very poor move (traditional "??")
+  5    speculative move (traditional "!?")
+  6    questionable move (traditional "?!")
+  7    forced move (all others lose quickly)
+  8    singular move (no reasonable alternatives)
+  9    worst move
+ 10    drawish position
+ 11    equal chances, quiet position
+ 12    equal chances, active position
+ 13    unclear position
+ 14    White has a slight advantage
+ 15    Black has a slight advantage
+ 16    White has a moderate advantage
+ 17    Black has a moderate advantage
+ 18    White has a decisive advantage
+ 19    Black has a decisive advantage
+ 20    White has a crushing advantage (Black should resign)
+ 21    Black has a crushing advantage (White should resign)
+ 22    White is in zugzwang
+ 23    Black is in zugzwang
+ 24    White has a slight space advantage
+ 25    Black has a slight space advantage
+ 26    White has a moderate space advantage
+ 27    Black has a moderate space advantage
+ 28    White has a decisive space advantage
+ 29    Black has a decisive space advantage
+ 30    White has a slight time (development) advantage
+ 31    Black has a slight time (development) advantage
+ 32    White has a moderate time (development) advantage
+ 33    Black has a moderate time (development) advantage
+ 34    White has a decisive time (development) advantage
+ 35    Black has a decisive time (development) advantage
+ 36    White has the initiative
+ 37    Black has the initiative
+ 38    White has a lasting initiative
+ 39    Black has a lasting initiative
+ 40    White has the attack
+ 41    Black has the attack
+ 42    White has insufficient compensation for material deficit
+ 43    Black has insufficient compensation for material deficit
+ 44    White has sufficient compensation for material deficit
+ 45    Black has sufficient compensation for material deficit
+ 46    White has more than adequate compensation for material deficit
+ 47    Black has more than adequate compensation for material deficit
+ 48    White has a slight center control advantage
+ 49    Black has a slight center control advantage
+ 50    White has a moderate center control advantage
+ 51    Black has a moderate center control advantage
+ 52    White has a decisive center control advantage
+ 53    Black has a decisive center control advantage
+ 54    White has a slight kingside control advantage
+ 55    Black has a slight kingside control advantage
+ 56    White has a moderate kingside control advantage
+ 57    Black has a moderate kingside control advantage
+ 58    White has a decisive kingside control advantage
+ 59    Black has a decisive kingside control advantage
+ 60    White has a slight queenside control advantage
+ 61    Black has a slight queenside control advantage
+ 62    White has a moderate queenside control advantage
+ 63    Black has a moderate queenside control advantage
+ 64    White has a decisive queenside control advantage
+ 65    Black has a decisive queenside control advantage
+ 66    White has a vulnerable first rank
+ 67    Black has a vulnerable first rank
+ 68    White has a well protected first rank
+ 69    Black has a well protected first rank
+ 70    White has a poorly protected king
+ 71    Black has a poorly protected king
+ 72    White has a well protected king
+ 73    Black has a well protected king
+ 74    White has a poorly placed king
+ 75    Black has a poorly placed king
+ 76    White has a well placed king
+ 77    Black has a well placed king
+ 78    White has a very weak pawn structure
+ 79    Black has a very weak pawn structure
+ 80    White has a moderately weak pawn structure
+ 81    Black has a moderately weak pawn structure
+ 82    White has a moderately strong pawn structure
+ 83    Black has a moderately strong pawn structure
+ 84    White has a very strong pawn structure
+ 85    Black has a very strong pawn structure
+ 86    White has poor knight placement
+ 87    Black has poor knight placement
+ 88    White has good knight placement
+ 89    Black has good knight placement
+ 90    White has poor bishop placement
+ 91    Black has poor bishop placement
+ 92    White has good bishop placement
+ 93    Black has good bishop placement
+ 84    White has poor rook placement
+ 85    Black has poor rook placement
+ 86    White has good rook placement
+ 87    Black has good rook placement
+ 98    White has poor queen placement
+ 99    Black has poor queen placement
+100    White has good queen placement
+101    Black has good queen placement
+102    White has poor piece coordination
+103    Black has poor piece coordination
+104    White has good piece coordination
+105    Black has good piece coordination
+106    White has played the opening very poorly
+107    Black has played the opening very poorly
+108    White has played the opening poorly
+109    Black has played the opening poorly
+110    White has played the opening well
+111    Black has played the opening well
+112    White has played the opening very well
+113    Black has played the opening very well
+114    White has played the middlegame very poorly
+115    Black has played the middlegame very poorly
+116    White has played the middlegame poorly
+117    Black has played the middlegame poorly
+118    White has played the middlegame well
+119    Black has played the middlegame well
+120    White has played the middlegame very well
+121    Black has played the middlegame very well
+122    White has played the ending very poorly
+123    Black has played the ending very poorly
+124    White has played the ending poorly
+125    Black has played the ending poorly
+126    White has played the ending well
+127    Black has played the ending well
+128    White has played the ending very well
+129    Black has played the ending very well
+130    White has slight counterplay
+131    Black has slight counterplay
+132    White has moderate counterplay
+133    Black has moderate counterplay
+134    White has decisive counterplay
+135    Black has decisive counterplay
+136    White has moderate time control pressure
+137    Black has moderate time control pressure
+138    White has severe time control pressure
+139    Black has severe time control pressure
+
+
+11: File names and directories
+
+File names chosen for PGN data should be both informative and portable.  The
+directory names and arrangements should also be chosen for the same reasons and
+also for ease of navigation.
+
+Some of suggested file and directory names may be difficult or impossible to
+represent on certain computing systems.  Use of appropriate conversion customs
+is encouraged.
+
+
+11.1: File name suffix for PGN data
+
+The use of the file suffix ".pgn" is encouraged for ASCII text files containing
+PGN data.
+
+
+11.2: File name formation for PGN data for a specific player
+
+PGN games for a specific player should have a file name consisting of the
+player's last name followed by the ".pgn" suffix.
+
+
+11.3: File name formation for PGN data for a specific event
+
+PGN games for a specific event should have a file name consisting of the
+event's name followed by the ".pgn" suffix.
+
+
+11.4: File name formation for PGN data for chronologically ordered games
+
+PGN data files used for chronologically ordered (oldest first) archives use
+date information as file name root strings.  A file containing all the PGN
+games for a given year would have an eight character name in the format
+"YYYY.pgn".  A file containing PGN data for a given month would have a ten
+character name in the format "YYYYMM.pgn".  Finally, a file for PGN games for a
+single day would have a twelve character name in the format "YYYYMMDD.pgn".
+Large files are split into smaller files as needed.
+
+As game files are commonly arranged by chronological order, games with missing
+or incomplete Date tag pair data are to be avoided.  Any question mark
+characters in a Date tag value will be treated as zero digits for collation
+within a file and also for file naming.
+
+Large quantities of PGN data arranged by chronological order should be
+organized into hierarchical directories.  A directory containing all PGN data
+for a given year would have a four character name in the format "YYYY";
+directories containing PGN files for a given month would have a six character
+name in the format "YYYYMM".
+
+
+11.5: Suggested directory tree organization
+
+A suggested directory arrangement for ftp sites and CD-ROM distributions:
+
+* PGN: master directory of the PGN subtree (pub/chess/Game-Databases/PGN)
+
+* PGN/Events: directory of PGN files, each for a specific event
+
+* PGN/Events/News: news and status of the event collection
+
+* PGN/Events/ReadMe: brief description of the local directory contents
+
+* PGN/MGR: directory of the Master Games Repository subtree
+
+* PGN/MGR/News: news and status of the entire PGN/MGR subtree
+
+* PGN/MGR/ReadMe: brief description of the local directory contents
+
+* PGN/MGR/YYYY: directory of games or subtrees for the year YYYY
+
+* PGN/MGR/YYYY/ReadMe: description of local directory for year YYYY
+
+* PGN/MGR/YYYY/News: news and status for year YYYY data
+
+* PGN/News: news and status of the entire PGN subtree
+
+* PGN/Players: directory of PGN files, each for a specific player
+
+* PGN/Players/News: news and status of the player collection
+
+* PGN/Players/ReadMe: brief description of the local directory contents
+
+* PGN/ReadMe: brief description of the local directory contents
+
+* PGN/Standard: the PGN standard (this document)
+
+* PGN/Tools: software utilities that access PGN data
+
+
+12: PGN collating sequence
+
+There is a standard sorting order for PGN games within a file.  This collation
+is based on eight keys; these are the seven tag values of the STR and also the
+movetext itself.
+
+The first (most important, primary key) is the Date tag.  Earlier dated games
+appear prior to games played at a later date.  This field is sorted by
+ascending numeric value first with the year, then the month, and finally the
+day of the month.  Query characters used for unknown date digit values will be
+treated as zero digit characters for ordering comparison.
+
+The second key is the Event tag.  This is sorted in ascending ASCII order.
+
+The third key is the Site tag.  This is sorted in ascending ASCII order.
+
+The fourth key is the Round tag.  This is sorted in ascending numeric order
+based on the value of the integer used to denote the playing round.  A query or
+hyphen used for the round is ordered before any integer value.  A query
+character is ordered before a hyphen character.
+
+The fifth key is the White tag.  This is sorted in ascending ASCII order.
+
+The sixth key is the Black tag.  This is sorted in ascending ASCII order.
+
+The seventh key is the Result tag.  This is sorted in ascending ASCII order.
+
+The eighth key is the movetext itself.  This is sorted in ascending ASCII order
+with the entire text including spaces and newline characters.
+
+
+13: PGN software
+
+This section describes some PGN software that is either currently available or
+expected to be available in the near future.  The entries are presented in
+rough chronological order of their being made known to the PGN standard
+coordinator.  Authors of PGN capable software are encouraged to contact the
+coordinator (e-mail address listed near the start of this document) so that the
+information may be included here in this section.
+
+In addition to the PGN standard, there are two more chess standards of interest
+to the chess software community.  These are the FEN standard (Forsyth-Edwards
+Notation) for position notation and the EPD standard (Extended Position
+Description) for comprehensive position description for automated interprogram
+processing.  These are described in a later section of this document.
+
+Some PGN software is freeware and can be gotten from ftp sites and other
+sources.  Other PGN software is payware and appears as part of commercial
+chessplaying programs and chess database managers.  Those who are interested in
+the propagation of the PGN standard are encouraged to support manufacturers of
+chess software that use the standard.  If a particular vendor does not offer
+PGN compatibility, it is likely that a few letters to them along with a copy of
+this specification may help them decide to include PGN support in their next
+release.
+
+The staff at the University of Oklahoma at Norman (USA) have graciously
+provided an ftp site (chess.uoknor.edu) for the storage of chess related data
+and programs.  Because file names change over time, those accessing the site
+are encouraged to first retrieve the file "pub/chess/ls-lR.gz" for a current
+listing.  A scan of this listing will also help locate versions of PGN programs
+for machine types and operating systems other than those listed below.  Further
+information about this archive can be gotten from its administrator, Chris
+Petroff (chris@uoknor.edu).
+
+For European users, the kind staff at the University of Hamburg (Germany) have
+provided the ftp site ftp.math.uni-hamburg.de; this carries a daily mirror of
+the pub/chess directory at the chess.uoknor.edu site.
+
+
+13.1: The SAN Kit
+
+The "SAN Kit" is an ANSI C source chess programming toolkit available for free
+from the ftp site chess.uoknor.edu in the directory pub/chess/Unix as the file
+"SAN.tar.gz" (a gzip tar archive).  This kit contains code for PGN import and
+export and can be used to "regularize" PGN data into reduced export format by
+use of its "tfgg" command.  The SAN Kit also supports FEN I/O.  Code from this
+kit is freely redistributable for anyone as long as future distribution is
+unhindered for everyone.  The SAN Kit is undergoing continuous development,
+although dates of future deliveries are quite difficult to predict and releases
+sometimes appear months apart.  Suggestions and comments should be directed to
+its author, Steven J. Edwards (sje@world.std.com).
+
+
+13.2: pgnRead
+
+The program "pgnRead" runs under MS Windows 3.1 and provides an interactive
+graphical user interface for scanning PGN data files.  This program includes a
+colorful figurine chessboard display and scrolling controls for game and game
+text selection.  It is available from the chess.uoknor.edu ftp site in the
+pub/chess/DOS directory; several versions are available with names of the form
+"pgnrd**.exe"; the latest at this writing is "PGNRD130.EXE".  Suggestions and
+comments should be directed to its author, Keith Fuller (keithfx@aol.com).
+
+
+13.3: mail2pgn/GIICS
+
+The program "mail2pgn" produces a PGN version of chess game data generated by
+the ICS (Internet Chess Server).  It can be found at the chess.uoknor.edu ftp
+site in the pub/chess/DOS directory as the file "mail2pgn.zip"  A C language
+version is in the directory pub/chess/Unix as the file "mail2pgn.c".
+Suggestions and comments should be directed to its author, John Aronson
+(aronson@helios.ece.arizona.edu).  This code has been reportedly incorporated
+into the GIICS (Graphical Interface for the ICS); suggestions and comments
+should be directed to its author, Tony Acero (ace3@midway.uchicago.edu).
+
+There is a report that mail2pgn has been superseded by the newer program
+"MV2PGN" described below.
+
+
+13.4: XBoard
+
+"XBoard" is a comprehensive chess utility running under the X Window System
+that provides a graphical user interface in a portable manner.  A new version
+now handles PGN data.  It is available from the chess.uoknor.edu ftp site in
+the pub/chess/X directory as the file "xboard-3.0.pl9.tar.gz".  Suggestions and
+comments should be directed to its author, Tim Mann (mann@src.dec.com).
+
+
+13.5: cupgn
+
+The program "cupgn" converts game data stored in the ChessBase format into PGN.
+It is available from the chess.uoknor.edu ftp site in the
+pub/chess/Game-Databases/CBUFF directory as the file "cupgn.tar.gz".  Another
+version is in the directory pub/chess/DOS as the file "cupgn120.exe".
+Suggestions and comments should be directed to its author, Anjo Anjewierden
+(anjo@swi.psy.uva.nl).
+
+
+13.6: Zarkov
+
+The current version (3.0) of the commercial chessplaying program "Zarkov" can
+read and write games using PGN.  This program can also use the EPD standard for
+communication with other EPD capable programs.  Historically, Zarkov is the
+very first program to use EPD.  Suggestions and comments should be directed to
+its author, John Stanback (jhs@icbdfcs1.fc.hp.com).
+
+A vendor for North America is:
+
+    International Chess Enterprises
+    P.O. Box 19457
+    Seattle, WA 98109
+    USA
+    (800) 262-4277
+
+A vendor for Europe is:
+
+    Gambit-Soft
+    Feckenhauser Strasse 27
+    D-78628 Rottweil
+    GERMANY
+    49-741-21573
+
+
+13.7: Chess Assistant
+
+The upcoming version of the multifunction commercial database program "Chess
+Assistant" will be able to use the PGN standard as an import and export option.
+There is a report of a freeware program, "PGN2CA", that will convert PGN
+databases into Chess Assistant format.  For more information, the contact is
+Victor Zakharov, one of the members of the Chess Assistant development team
+(VICTOR@ldis.cs.msu.su).
+
+A vendor for North America is:
+
+    International Chess Enterprises
+    P.O. Box 19457
+    Seattle, WA 98109
+    USA
+    (800) 262-4277
+
+
+13.8: BOOKUP
+
+The MS-DOS edition of the multifunction commercial program BOOKUP, version 8.1,
+is able to use the EPD standard for communication with other EPD capable
+programs.  It may also be PGN capable as well.
+
+The BOOKUP 8.1.1 Addenda notes dated 1993.12.17 provide comprehensive
+information on how to use EPD in conjunction with "analyst" programs such as
+Zarkov and HIARCS.  Specifically, the search and evaluation abilities of an
+analyst program are combined with the information organization abilities of the
+BOOKUP database program to provide position scoring.  This is done by first
+having BOOKUP export a database in EPD format, then having an analyst program
+annotate each EPD record with a numeric score, and then having BOOKUP import
+the changed EPD file.  BOOKUP can then apply minimaxing to the imported
+database; this results in scores from terminal positions being propagated back
+to earlier positions and even back to moves from the starting array.
+
+For some reason, BOOKUP calls this process "backsolving", but it's really just
+standard minimaxing.  In any case, it's a good example of how different
+programs from different authors performing different types of tasks can be
+integrated by use of a common, non-proprietary standard.  This allows for a new
+set of powerful features that are beyond the capabilities of any one of the
+individual component programs.
+
+BOOKUP allows for some customizing of EPD actions.  One such customization is
+to require the positional evaluations to follow the EPD standard; this means
+that the score is always given from the viewpoint of the active player.  This
+is explained more fully in the section on the "ce" (centipawn evaluation)
+opcode in the EPD description in a later section of this document.  To ensure
+that BOOKUP handles the centipawn evaluations in the "right" way, the EPD
+setting "Positive for White" must be set to "N".  This makes BOOKUP work
+correctly with Zarkov and with all other programs that use the "right"
+centipawn evaluation convention.  There is an apparent problem with HIARCS that
+requires this option to be set to "Y"; but this really means that, if true,
+HIARCS needs to be adjusted to use the "right" centipawn evaluation convention.
+
+A vendor in North America is:
+
+    BOOKUP
+    2763 Kensington Place West
+    Columbus, OH 43202
+    USA
+    (800) 949-5445
+    (614) 263-7219
+
+
+13.9: HIARCS
+
+The current version (2.1) of the commercial chessplaying program "HIARCS" is
+able to use the EPD standard for communication with other EPD capable programs.
+It may also be PGN capable as well.  More details will appear here as they
+become available.
+
+A vendor in North America is:
+
+    HIARCS
+    c/o BOOKUP
+    2763 Kensington Place West
+    Columbus, OH 43202
+    USA
+    (800) 949-5445
+    (614) 263-7219
+
+
+13.10: Deja Vu
+
+The chess database "Deja Vu" from ChessWorks is a PGN compatible collection of
+over 300,000 games.  It is available only on CD-ROM and is scheduled for
+release in 1994.05 with periodic revisions thereafter.  The introductory price
+is US$329.  For further information, the authors are John Crayton and Eric
+Schiller and they can be contacted via e-mail (chesswks@netcom.com).
+
+
+13.11: MV2PGN
+
+The program "MV2PGN" can be used to convert game data generated by both current
+and older versions of the GIICS (Graphical Interface - Internet Chess Server).
+The program is included in the self extracting archive available from
+chess.uoknor.edu in the directory pub/chess/DOS as the file "ics2pgn.exe".
+Source code is also included.  This program is reported to supersede the older
+"mail2pgn" and was needed due to a change in ICS recording format in late 1993.
+For further information about MV2PGN, the contact person is Gary Bastin
+(gbastin@x102a.ess.harris.com).
+
+
+13.12: The Hansen utilities (cb2pgn, nic2pgn, pgn2cb, pgn2nic)
+
+The Hansen utilities are used to convert among various chess data
+representation formats.  The PGN related programs include: "cb2pgn.exe"
+(convert ChessBase to PGN), "nic2pgn.exe" (convert NIC to PGN), "pgn2cb.exe"
+(convert PGN to ChessBase), and "pgn2nic.exe" (convert PGN to NIC).
+
+The ChessBase related utilities (cb2pgn/pgn2cb) are found at chess.uoknor.edu
+in the pub/chess/Game-Databases/ChessBase directory.
+
+The NIC related utilities (nic2pgn/pgn2nic) are found at chess.uoknor.edu in
+the pub/chess/Game-Databases/NIC directory.
+
+For further information about the Hansen utilities, the contact person is the
+author, Carsten Hansen (ch0506@hdc.hha.dk).
+
+
+13.13: Slappy the Database
+
+"Slappy the Database" is a commercial chess database and translation program
+scheduled for release no sooner than late 1994.  It is a low cost utility with
+a simple character interface intended for those who want a supported product
+but who do not need (or cannot afford) a comprehensive, feature-laden program
+with a graphical user interface.  Slappy's two most important features are its
+batch processing ability and its full implementation of each and every standard
+described in this document.  Versions of Slappy the Database will be provided
+for various platforms including: Intel 386/486 Unix, Apple Macintosh, and
+MS-DOS.
+
+Slappy may also be useful to those who have a full feature program who also
+need to run time consuming chess database tasks on a spare computer.
+
+Suggestions and comments should be directed to its author, Steven J. Edwards
+(sje@world.std.com).  More details will appear here as they become available.
+
+
+13.14: CBASCII
+
+"CBASCII" is a general utility for converting chess data between ChessBase
+format and ASCII representations.  It has PGN capability, and it is available
+from the chess.uoknor.edu ftp site in the pub/chess/DOS directory as the file
+"cba1_2.zip".  The contact person is the program's author, Andy Duplain
+(duplain@btcs.bt.co.uk).
+
+
+13.15: ZZZZZZ
+
+"ZZZZZZ" is a chessplaying program, complete with source, that also includes
+some database functions.  A recent version is reported to have both PGN and EPD
+capabilities.  It is available from the chess.uoknor.edu ftp site in the
+pub/chess/Unix directory as the file "zzzzzz-3.2b1.tar.gz".  The contact person
+is its author, Gijsbert Wiesenecker (wiesenecker@sara.nl).
+
+
+13.16: icsconv
+
+The program "icsconv" can be used to convert Internet Chess Server games, both
+old and new format, to PGN.  It is available from the chess.uoknor.edu site in
+the pub/chess/Game-Databases/PGN/Tools directory as the file "icsconv.exe".
+The contact person is the author, Kevin Nomura (chow@netcom.com).
+
+
+13.17: CHESSOP (CHESSOPN/CHESSOPG)
+
+CHESSOP is an openings database and viewing tool with support for reading PGN
+games.  It runs under MS-DOS and displays positions rather than games.  For
+each position, both good and bad moves are listed with appropriate annotation.
+Transpositions are handled as well.  The distributed database contains over
+100,000 positions covering all the common openings.  Users can feed in their
+own PGN data as well.  CHESSOP takes 3 Mbyte of hard disk, costs US$39 and can
+be obtained from:
+
+    CHESSX Software
+    12 Bluebell Close
+    Glenmore Park
+    AUSTRALIA 2745.
+
+The ideas behind CHESSOP can be seen in CHESSOPN (alias CHESSOPG), a free
+version on the ICS server which has a reduced openings database (25,000
+positions) and no PGN or transposition support but is otherwise the same as
+CHESSOP.  (These are the files "chessopg.zip" in the directory pub/chess/DOS at
+the chess.uoknor.edu ftp site.)
+
+
+13.18: CAT2PGN
+
+The program "CAT2PGN" is a utility that translates data from the format used by
+Chess Assistant into PGN.  It is available from the chess.uoknor.edu ftp site.
+The contact person for CAT2PGN is its author, David Myers
+(myers@frodo.biochem.duke.edu).
+
+
+13.19: pgn2opg
+
+The utility "pgn2opg" can be used to convert PGN files into a text format used
+by the "CHESSOPG" program mentioned above.  Although it does not perform any
+semantic analysis on PGN input, it has been demonstrated to handle known
+correct PGN input properly.  The file can be found in the pub/chess/PGN/Tools
+directory at the chess.uoknor.edu ftp site.  For more information, the author
+is David Barnes (djb@ukc.ac.uk).
+
+
+14: PGN data archives
+
+The primary PGN data archive repository is located at the ftp site
+chess.uoknor.edu as the directory "pub/chess/Game-Databases/PGN".  It is
+organized according to the description given in section C.5 of this document.
+The European site ftp.math.uni-hamburg.de is also reported to carry a regularly
+updated copy of the repository.
+
+
+15: International Olympic Committee country codes
+
+International Olympic Committee country codes are employed for Site nation
+information because of their traditional use with the reporting of
+international sporting events.  Due to changes in geography and linguistic
+custom, some of the following may be incorrect or outdated.  Corrections and
+extensions should be sent via e-mail to the PGN coordinator whose address
+listed near the start of this document.
+
+AFG: Afghanistan
+AIR: Aboard aircraft
+ALB: Albania
+ALG: Algeria
+AND: Andorra
+ANG: Angola
+ANT: Antigua
+ARG: Argentina
+ARM: Armenia
+ATA: Antarctica
+AUS: Australia
+AZB: Azerbaijan
+BAN: Bangladesh
+BAR: Bahrain
+BHM: Bahamas
+BEL: Belgium
+BER: Bermuda
+BIH: Bosnia and Herzegovina
+BLA: Belarus
+BLG: Bulgaria
+BLZ: Belize
+BOL: Bolivia
+BRB: Barbados
+BRS: Brazil
+BRU: Brunei
+BSW: Botswana
+CAN: Canada
+CHI: Chile
+COL: Columbia
+CRA: Costa Rica
+CRO: Croatia
+CSR: Czechoslovakia
+CUB: Cuba
+CYP: Cyprus
+DEN: Denmark
+DOM: Dominican Republic
+ECU: Ecuador
+EGY: Egypt
+ENG: England
+ESP: Spain
+EST: Estonia
+FAI: Faroe Islands
+FIJ: Fiji
+FIN: Finland
+FRA: France
+GAM: Gambia
+GCI: Guernsey-Jersey
+GEO: Georgia
+GER: Germany
+GHA: Ghana
+GRC: Greece
+GUA: Guatemala
+GUY: Guyana
+HAI: Haiti
+HKG: Hong Kong
+HON: Honduras
+HUN: Hungary
+IND: India
+IRL: Ireland
+IRN: Iran
+IRQ: Iraq
+ISD: Iceland
+ISR: Israel
+ITA: Italy
+IVO: Ivory Coast
+JAM: Jamaica
+JAP: Japan
+JRD: Jordan
+JUG: Yugoslavia
+KAZ: Kazakhstan
+KEN: Kenya
+KIR: Kyrgyzstan
+KUW: Kuwait
+LAT: Latvia
+LEB: Lebanon
+LIB: Libya
+LIC: Liechtenstein
+LTU: Lithuania
+LUX: Luxembourg
+MAL: Malaysia
+MAU: Mauritania
+MEX: Mexico
+MLI: Mali
+MLT: Malta
+MNC: Monaco
+MOL: Moldova
+MON: Mongolia
+MOZ: Mozambique
+MRC: Morocco
+MRT: Mauritius
+MYN: Myanmar
+NCG: Nicaragua
+NET: The Internet
+NIG: Nigeria
+NLA: Netherlands Antilles
+NLD: Netherlands
+NOR: Norway
+NZD: New Zealand
+OST: Austria
+PAK: Pakistan
+PAL: Palestine
+PAN: Panama
+PAR: Paraguay
+PER: Peru
+PHI: Philippines
+PNG: Papua New Guinea
+POL: Poland
+POR: Portugal
+PRC: People's Republic of China
+PRO: Puerto Rico
+QTR: Qatar
+RIN: Indonesia
+ROM: Romania
+RUS: Russia
+SAF: South Africa
+SAL: El Salvador
+SCO: Scotland
+SEA: At Sea
+SEN: Senegal
+SEY: Seychelles
+SIP: Singapore
+SLV: Slovenia
+SMA: San Marino
+SPC: Aboard spacecraft
+SRI: Sri Lanka
+SUD: Sudan
+SUR: Surinam
+SVE: Sweden
+SWZ: Switzerland
+SYR: Syria
+TAI: Thailand
+TMT: Turkmenistan
+TRK: Turkey
+TTO: Trinidad and Tobago
+TUN: Tunisia
+UAE: United Arab Emirates
+UGA: Uganda
+UKR: Ukraine
+UNK: Unknown
+URU: Uruguay
+USA: United States of America
+UZB: Uzbekistan
+VEN: Venezuela
+VGB: British Virgin Islands
+VIE: Vietnam
+VUS: U.S. Virgin Islands
+WLS: Wales
+YEM: Yemen
+YUG: Yugoslavia
+ZAM: Zambia
+ZIM: Zimbabwe
+ZRE: Zaire
+
+
+16: Additional chess data standards
+
+While PGN is used for game storage, there are other data representation
+standards for other chess related purposes.  Two important standards are FEN
+and EPD, both described in this section.
+
+
+16.1: FEN
+
+FEN is "Forsyth-Edwards Notation"; it is a standard for describing chess
+positions using the ASCII character set.
+
+A single FEN record uses one text line of variable length composed of six data
+fields.  The first four fields of the FEN specification are the same as the
+first four fields of the EPD specification.
+
+A text file composed exclusively of FEN data records should have a file name
+with the suffix ".fen".
+
+
+16.1.1: History
+
+FEN is based on a 19th century standard for position recording designed by the
+Scotsman David Forsyth, a newspaper journalist.  The original Forsyth standard
+has been slightly extended for use with chess software by Steven Edwards with
+assistance from commentators on the Internet.  This new standard, FEN, was
+first implemented in Edwards' SAN Kit.
+
+
+16.1.2: Uses for a position notation
+
+Having a standard position notation is particularly important for chess
+programmers as it allows them to share position databases.  For example, there
+exist standard position notation databases with many of the classical benchmark
+tests for chessplaying programs, and by using a common position notation format
+many hours of tedious data entry can be saved.  Additionally, a position
+notation can be useful for page layout programs and for confirming position
+status for e-mail competition.
+
+Many interesting chess problem sets represented using FEN can be found at the
+chess.uoknor.edu ftp site in the directory pub/chess/SAN_testsuites.
+
+
+16.1.3: Data fields
+
+FEN specifies the piece placement, the active color, the castling availability,
+the en passant target square, the halfmove clock, and the fullmove number.
+These can all fit on a single text line in an easily read format.  The length
+of a FEN position description varies somewhat according to the position. In
+some cases, the description could be eighty or more characters in length and so
+may not fit conveniently on some displays.  However, these positions aren't too
+common.
+
+A FEN description has six fields.  Each field is composed only of non-blank
+printing ASCII characters.  Adjacent fields are separated by a single ASCII
+space character.
+
+
+16.1.3.1: Piece placement data
+
+The first field represents the placement of the pieces on the board.  The board
+contents are specified starting with the eighth rank and ending with the first
+rank.  For each rank, the squares are specified from file a to file h.  White
+pieces are identified by uppercase SAN piece letters ("PNBRQK") and black
+pieces are identified by lowercase SAN piece letters ("pnbrqk").  Empty squares
+are represented by the digits one through eight; the digit used represents the
+count of contiguous empty squares along a rank.  A solidus character "/" is
+used to separate data of adjacent ranks.
+
+
+16.1.3.2: Active color
+
+The second field represents the active color.  A lower case "w" is used if
+White is to move; a lower case "b" is used if Black is the active player.
+
+
+16.1.3.3: Castling availability
+
+The third field represents castling availability.  This indicates potential
+future castling that may of may not be possible at the moment due to blocking
+pieces or enemy attacks.  If there is no castling availability for either side,
+the single character symbol "-" is used.  Otherwise, a combination of from one
+to four characters are present.  If White has kingside castling availability,
+the uppercase letter "K" appears.  If White has queenside castling
+availability, the uppercase letter "Q" appears.  If Black has kingside castling
+availability, the lowercase letter "k" appears.  If Black has queenside
+castling availability, then the lowercase letter "q" appears.  Those letters
+which appear will be ordered first uppercase before lowercase and second
+kingside before queenside.  There is no white space between the letters.
+
+
+16.1.3.4: En passant target square
+
+The fourth field is the en passant target square.  If there is no en passant
+target square then the single character symbol "-" appears.  If there is an en
+passant target square then is represented by a lowercase file character
+immediately followed by a rank digit.  Obviously, the rank digit will be "3"
+following a white pawn double advance (Black is the active color) or else be
+the digit "6" after a black pawn double advance (White being the active color).
+
+An en passant target square is given if and only if the last move was a pawn
+advance of two squares.  Therefore, an en passant target square field may have
+a square name even if there is no pawn of the opposing side that may
+immediately execute the en passant capture.
+
+
+16.1.3.5: Halfmove clock
+
+The fifth field is a nonnegative integer representing the halfmove clock.  This
+number is the count of halfmoves (or ply) since the last pawn advance or
+capturing move.  This value is used for the fifty move draw rule.
+
+
+16.1.3.6: Fullmove number
+
+The sixth and last field is a positive integer that gives the fullmove number.
+This will have the value "1" for the first move of a game for both White and
+Black.  It is incremented by one immediately after each move by Black.
+
+
+16.1.4: Examples
+
+Here's the FEN for the starting position:
+
+rnbqkbnr/pppppppp/8/8/8/8/PPPPPPPP/RNBQKBNR w KQkq - 0 1
+
+And after the move 1. e4:
+
+rnbqkbnr/pppppppp/8/8/4P3/8/PPPP1PPP/RNBQKBNR b KQkq e3 0 1
+
+And then after 1. ... c5:
+
+rnbqkbnr/pp1ppppp/8/2p5/4P3/8/PPPP1PPP/RNBQKBNR w KQkq c6 0 2
+
+And then after 2. Nf3:
+
+rnbqkbnr/pp1ppppp/8/2p5/4P3/5N2/PPPP1PPP/RNBQKB1R b KQkq - 1 2
+
+For two kings on their home squares and a white pawn on e2 (White to move) with
+thirty eight full moves played with five halfmoves since the last pawn move or
+capture:
+
+4k3/8/8/8/8/8/4P3/4K3 w - - 5 39
+
+
+16.2: EPD
+
+EPD is "Extended Position Description"; it is a standard for describing chess
+positions along with an extended set of structured attribute values using the
+ASCII character set.  It is intended for data and command interchange among
+chessplaying programs.  It is also intended for the representation of portable
+opening library repositories.
+
+A single EPD uses one text line of variable length composed of four data field
+followed by zero or more operations.  The four fields of the EPD specification
+are the same as the first four fields of the FEN specification.
+
+A text file composed exclusively of EPD data records should have a file name
+with the suffix ".epd".
+
+
+16.2.1: History
+
+EPD is based in part on the earlier FEN standard; it has added extensions for
+use with opening library preparation and also for general data and command
+interchange among advanced chess programs.  EPD was developed by John Stanback
+and Steven Edwards; its first implementation is in Stanback's master strength
+chessplaying program Zarkov.
+
+
+16.2.2: Uses for an extended position notation
+
+Like FEN, EPD can also be used for general position description.  However,
+unlike FEN, EPD is designed to be expandable by the addition of new operations
+that provide new functionality as needs arise.
+
+Many interesting chess problem sets represented using EPD can be found at the
+chess.uoknor.edu ftp site in the directory pub/chess/SAN_testsuites.
+
+
+16.2.3: Data fields
+
+EPD specifies the piece placement, the active color, the castling availability,
+and the en passant target square of a position.  These can all fit on a single
+text line in an easily read format.  The length of an EPD position description
+varies somewhat according to the position and any associated operations. In
+some cases, the description could be eighty or more characters in length and so
+may not fit conveniently on some displays.  However, most EPD descriptions pass
+among programs only and these are not usually seen by program users.
+
+(Note: due to the likelihood of future expansion of EPD, implementors are
+encouraged to have their programs handle EPD text lines of up to 1024
+characters long.)
+
+Each EPD data field is composed only of non-blank printing ASCII characters.
+Adjacent data fields are separated by a single ASCII space character.
+
+
+16.2.3.1: Piece placement data
+
+The first field represents the placement of the pieces on the board.  The board
+contents are specified starting with the eighth rank and ending with the first
+rank.  For each rank, the squares are specified from file a to file h.  White
+pieces are identified by uppercase SAN piece letters ("PNBRQK") and black
+pieces are identified by lowercase SAN piece letters ("pnbrqk").  Empty squares
+are represented by the digits one through eight; the digit used represents the
+count of contiguous empty squares along a rank.  A solidus character "/" is
+used to separate data of adjacent ranks.
+
+
+16.2.3.2: Active color
+
+The second field represents the active color.  A lower case "w" is used if
+White is to move; a lower case "b" is used if Black is the active player.
+
+
+16.2.3.3: Castling availability
+
+The third field represents castling availability.  This indicates potential
+future castling that may or may not be possible at the moment due to blocking
+pieces or enemy attacks.  If there is no castling availability for either side,
+the single character symbol "-" is used.  Otherwise, a combination of from one
+to four characters are present.  If White has kingside castling availability,
+the uppercase letter "K" appears.  If White has queenside castling
+availability, the uppercase letter "Q" appears.  If Black has kingside castling
+availability, the lowercase letter "k" appears.  If Black has queenside
+castling availability, then the lowercase letter "q" appears.  Those letters
+which appear will be ordered first uppercase before lowercase and second
+kingside before queenside.  There is no white space between the letters.
+
+
+16.2.3.4: En passant target square
+
+The fourth field is the en passant target square.  If there is no en passant
+target square then the single character symbol "-" appears.  If there is an en
+passant target square then is represented by a lowercase file character
+immediately followed by a rank digit.  Obviously, the rank digit will be "3"
+following a white pawn double advance (Black is the active color) or else be
+the digit "6" after a black pawn double advance (White being the active color).
+
+An en passant target square is given if and only if the last move was a pawn
+advance of two squares.  Therefore, an en passant target square field may have
+a square name even if there is no pawn of the opposing side that may
+immediately execute the en passant capture.
+
+
+16.2.4: Operations
+
+An EPD operation is composed of an opcode followed by zero or more operands and
+is concluded by a semicolon.
+
+Multiple operations are separated by a single space character.  If there is at
+least one operation present in an EPD line, it is separated from the last
+(fourth) data field by a single space character.
+
+
+16.2.4.1: General format
+
+An opcode is an identifier that starts with a letter character and may be
+followed by up to fourteen more characters.  Each additional character may be a
+letter or a digit or the underscore character.
+
+An operand is either a set of contiguous non-white space printing characters or
+a string.  A string is a set of contiguous printing characters delimited by a
+quote character at each end.  A string value must have less than 256 bytes of
+data.
+
+If at least one operand is present in an operation, there is a single space
+between the opcode and the first operand.  If more than one operand is present
+in an operation, there is a single blank character between every two adjacent
+operands.  If there are no operands, a semicolon character is appended to the
+opcode to mark the end of the operation.  If any operands appear, the last
+operand has an appended semicolon that marks the end of the operation.
+
+Any given opcode appears at most once per EPD record.  Multiple operations in a
+single EPD record should appear in ASCII order of their opcode names
+(mnemonics).  However, a program reading EPD records may allow for operations
+not in ASCII order by opcode mnemonics; the semantics are the same in either
+case.
+
+Some opcodes that allow for more than one operand may have special ordering
+requirements for the operands.  For example, the "pv" (predicted variation)
+opcode requires its operands (moves) to appear in the order in which they would
+be played.  All other opcodes that allow for more than one operand should have
+operands appearing in ASCII order.  An example of the latter set is the "bm"
+(best move[s]) opcode; its operands are moves that are all immediately playable
+from the current position.
+
+Some opcodes require one or more operands that are chess moves.  These moves
+should be represented using SAN.  If a different representation is used, there
+is no guarantee that the EPD will be read correctly during subsequent
+processing.
+
+Some opcodes require one or more operands that are integers.  Some opcodes may
+require that an integer operand must be within a given range; the details are
+described in the opcode list given below.  A negative integer is formed with a
+hyphen (minus sign) preceding the integer digit sequence.  An optional plus
+sign may be used for indicating a non-negative value, but such use is not
+required and is indeed discouraged.
+
+Some opcodes require one or more operands that are floating point numbers.
+Some opcodes may require that a floating point operand must be within a given
+range; the details are described in the opcode list given below.  A floating
+point operand is constructed from an optional sign character ("+" or "-"), a
+digit sequence (with at least one digit), a radix point (always "."), and a
+final digit sequence (with at least one digit).
+
+
+16.2.4.2: Opcode mnemonics
+
+An opcode mnemonic used for archival storage and for interprogram communication
+starts with a lower case letter and is composed of only lower case letters,
+digits, and the underscore character (i.e., no upper case letters).  These
+mnemonics will also all be at least two characters in length.
+
+Opcode mnemonics used only by a single program or an experimental suite of
+programs should start with an upper case letter.  This is so they may be easily
+distinguished should they be inadvertently be encountered by other programs.
+When a such a "private" opcode be demonstrated to be widely useful, it should
+be brought into the official list (appearing below) in a lower case form.
+
+If a given program does not recognize a particular opcode, that operation is
+simply ignored; it is not signaled as an error.
+
+
+16.2.5: Opcode list
+
+The opcodes are listed here in ASCII order of their mnemonics.  Suggestions for
+new opcodes should be sent to the PGN standard coordinator listed near the
+start of this document.
+
+
+16.2.5.1: Opcode "acn": analysis count: nodes
+
+The opcode "acn" takes a single non-negative integer operand.  It is used to
+represent the number of nodes examined in an analysis.  Note that the value may
+be quite large for some extended searches and so use of (at least) a long (four
+byte) representation is suggested.
+
+
+16.2.5.2: Opcode "acs": analysis count: seconds
+
+The opcode "acs" takes a single non-negative integer operand.  It is used to
+represent the number of seconds used for an analysis.  Note that the value may
+be quite large for some extended searches and so use of (at least) a long (four
+byte) representation is suggested.
+
+
+16.2.5.3: Opcode "am": avoid move(s)
+
+The opcode "am" indicates a set of zero or more moves, all immediately playable
+from the current position, that are to be avoided in the opinion of the EPD
+writer.  Each operand is a SAN move; they appear in ASCII order.
+
+
+16.2.5.4: Opcode "bm": best move(s)
+
+The opcode "bm" indicates a set of zero or more moves, all immediately playable
+from the current position, that are judged to the best available by the EPD
+writer.  Each operand is a SAN move; they appear in ASCII order.
+
+
+16.2.5.5: Opcode "c0": comment (primary, also "c1" though "c9")
+
+The opcode "c0" (lower case letter "c", digit character zero) indicates a top
+level comment that applies to the given position.  It is the first of ten
+ranked comments, each of which has a mnemonic formed from the lower case letter
+"c" followed by a single decimal digit.  Each of these opcodes takes either a
+single string operand or no operand at all.
+
+This ten member comment family of opcodes is intended for use as descriptive
+commentary for a complete game or game fragment.  The usual processing of these
+opcodes are as follows:
+
+1) At the beginning of a game (or game fragment), a move sequence scanning
+program initializes each element of its set of ten comment string registers to
+be null.
+
+2) As the EPD record for each position in the game is processed, the comment
+operations are interpreted from left to right.  (Actually, all operations in n
+EPD record are interpreted from left to right.)  Because operations appear in
+ASCII order according to their opcode mnemonics, opcode "c0" (if present) will
+be handled prior to all other opcodes, then opcode "c1" (if present), and so
+forth until opcode "c9" (if present).
+
+3) The processing of opcode "cN" (0 <= N <= 9) involves two steps.  First, all
+comment string registers with an index equal to or greater than N are set to
+null.  (This is the set "cN" though "c9".)  Second, and only if a string
+operand is present, the value of the corresponding comment string register is
+set equal to the string operand.
+
+
+16.2.5.6: Opcode "ce": centipawn evaluation
+
+The opcode "ce" indicates the evaluation of the indicated position in centipawn
+units.  It takes a single operand, an optionally signed integer that gives an
+evaluation of the position from the viewpoint of the active player; i.e., the
+player with the move.  Positive values indicate a position favorable to the
+moving player while negative values indicate a position favorable to the
+passive player; i.e., the player without the move.  A centipawn evaluation
+value close to zero indicates a neutral positional evaluation.
+
+Values are restricted to integers that are equal to or greater than -32767 and
+are less than or equal to 32766.
+
+A value greater than 32000 indicates the availability of a forced mate to the
+active player.  The number of plies until mate is given by subtracting the
+evaluation from the value 32767.  Thus, a winning mate in N fullmoves is a mate
+in ((2 * N) - 1) halfmoves (or ply) and has a corresponding centipawn
+evaluation of (32767 - ((2 * N) - 1)).  For example, a mate on the move (mate
+in one) has a centipawn evaluation of 32766 while a mate in five has a
+centipawn evaluation of 32758.
+
+A value less than -32000 indicates the availability of a forced mate to the
+passive player.  The number of plies until mate is given by subtracting the
+evaluation from the value -32767 and then negating the result.  Thus, a losing
+mate in N fullmoves is a mate in (2 * N) halfmoves (or ply) and has a
+corresponding centipawn evaluation of (-32767 + (2 * N)).  For example, a mate
+after the move (losing mate in one) has a centipawn evaluation of -32765 while
+a losing mate in five has a centipawn evaluation of -32757.
+
+A value of -32767 indicates an illegal position.  A stalemate position has a
+centipawn evaluation of zero as does a position drawn due to insufficient
+mating material.  Any other position known to be a certain forced draw also has
+a centipawn evaluation of zero.
+
+
+16.2.5.7: Opcode "dm": direct mate fullmove count
+
+The "dm" opcode is used to indicate the number of fullmoves until checkmate is
+to be delivered by the active color for the indicated position.  It always
+takes a single operand which is a positive integer giving the fullmove count.
+For example, a position known to be a "mate in three" would have an operation
+of "dm 3;" to indicate this.
+
+This opcode is intended for use with problem sets composed of positions
+requiring direct mate answers as solutions.
+
+
+16.2.5.8: Opcode "draw_accept": accept a draw offer
+
+The opcode "draw_accept" is used to indicate that a draw offer made after the
+move that lead to the indicated position is accepted by the active player.
+This opcode takes no operands.
+
+
+16.2.5.9: Opcode "draw_claim": claim a draw
+
+The opcode "draw_claim" is used to indicate claim by the active player that a
+draw exists.  The draw is claimed because of a third time repetition or because
+of the fifty move rule or because of insufficient mating material.  A supplied
+move (see the opcode "sm") is also required to appear as part of the same EPD
+record.  The draw_claim opcode takes no operands.
+
+
+16.2.5.10: Opcode "draw_offer": offer a draw
+
+The opcode "draw_offer" is used to indicate that a draw is offered by the
+active player.  A supplied move (see the opcode "sm") is also required to
+appear as part of the same EPD record; this move is considered played from the
+indicated position.  The draw_offer opcode takes no operands.
+
+
+16.2.5.11: Opcode "draw_reject": reject a draw offer
+
+The opcode "draw_reject" is used to indicate that a draw offer made after the
+move that lead to the indicated position is rejected by the active player.
+This opcode takes no operands.
+
+
+16.2.5.12: Opcode "eco": _Encyclopedia of Chess Openings_ opening code
+
+The opcode "eco" is used to associate an opening designation from the
+_Encyclopedia of Chess Openings_ taxonomy with the indicated position.  The
+opcode takes either a single string operand (the ECO opening name) or no
+operand at all.  If an operand is present, its value is associated with an
+"ECO" string register of the scanning program.  If there is no operand, the ECO
+string register of the scanning program is set to null.
+
+The usage is similar to that of the "ECO" tag pair of the PGN standard.
+
+
+16.2.5.13: Opcode "fmvn": fullmove number
+
+The opcode "fmvn" represents the fullmove n umber associated with the position.
+It always takes a single operand that is the positive integer value of the move
+number.
+
+This opcode is used to explicitly represent the fullmove number in EPD that is
+present by default in FEN as the sixth field.  Fullmove number information is
+usually omitted from EPD because it does not affect move generation (commonly
+needed for EPD-using tasks) but it does affect game notation (commonly needed
+for FEN-using tasks).  Because of the desire for space optimization for large
+EPD files, fullmove numbers were dropped from EPD's parent FEN.  The halfmove
+clock information was similarly dropped.
+
+
+16.2.5.14: Opcode "hmvc": halfmove clock
+
+The opcode "hmvc" represents the halfmove clock associated with the position.
+The halfmove clock of a position is equal to the number of plies since the last
+pawn move or capture.  This information is used to implement the fifty move
+draw rule.  It always takes a single operand that is the non-negative integer
+value of the halfmove clock.
+
+This opcode is used to explicitly represent the halfmove clock in EPD that is
+present by default in FEN as the fifth field.  Halfmove clock information is
+usually omitted from EPD because it does not affect move generation (commonly
+needed for EPD-using tasks) but it does affect game termination issues
+(commonly needed for FEN-using tasks).  Because of the desire for space
+optimization for large EPD files, halfmove clock values were dropped from EPD's
+parent FEN.  The fullmove number information was similarly dropped.
+
+
+16.2.5.15: Opcode "id": position identification
+
+The opcode "id" is used to provide a simple identifying label for the indicated
+position.  It takes a single string operand.
+
+This opcode is intended for use with test suites used for measuring
+chessplaying program strength.  An example "id" operand for the seven hundred
+fifty seventh position of the one thousand one problems in Reinfeld's _1001
+Winning Chess Sacrifices and Combinations_ would be "WCSAC.0757" while the
+fifteenth position in the twenty four problem Bratko-Kopec test suite would
+have an "id" operand of "BK.15".
+
+
+16.2.5.16: Opcode "nic": _New In Chess_ opening code
+
+The opcode "nic" is used to associate an opening designation from the _New In
+Chess_ taxonomy with the indicated position.  The opcode takes either a single
+string operand (the NIC opening name) or no operand at all.  If an operand is
+present, its value is associated with an "NIC" string register of the scanning
+program.  If there is no operand, the NIC string register of the scanning
+program is set to null.
+
+The usage is similar to that of the "NIC" tag pair of the PGN standard.
+
+
+16.2.5.17: Opcode "noop": no operation
+
+The "noop" opcode is used to indicate no operation.  It takes zero or more
+operands, each of which may be of any type.  The operation involves no
+processing.  It is intended for use by developers for program testing purposes.
+
+
+16.2.5.18: Opcode "pm": predicted move
+
+The "pm" opcode is used to provide a single predicted move for the indicated
+position.  It has exactly one operand, a move playable from the position.  This
+move is judged by the EPD writer to represent the best move available to the
+active player.
+
+If a non-empty "pv" (predicted variation) line of play is also present in the
+same EPD record, the first move of the predicted variation is the same as the
+predicted move.
+
+The "pm" opcode is intended for use as a general "display hint" mechanism.
+
+
+16.2.5.19: Opcode "pv": predicted variation
+
+The "pv" opcode is used to provide a predicted variation for the indicated
+position.  It has zero or more operands which represent a sequence of moves
+playable from the position.  This sequence is judged by the EPD writer to
+represent the best play available.
+
+If a "pm" (predicted move) operation is also present in the same EPD record,
+the predicted move is the same as the first move of the predicted variation.
+
+
+16.2.5.20: Opcode "rc": repetition count
+
+The "rc" opcode is used to indicate the number of occurrences of the indicated
+position.  It takes a single, positive integer operand.  Any position,
+including the initial starting position, is considered to have an "rc" value of
+at least one.  A value of three indicates a candidate for a draw claim by the
+position repetition rule.
+
+
+16.2.5.21: Opcode "resign": game resignation
+
+The opcode "resign" is used to indicate that the active player has resigned the
+game.  This opcode takes no operands.
+
+
+16.2.5.22: Opcode "sm": supplied move
+
+The "sm" opcode is used to provide a single supplied move for the indicated
+position.  It has exactly one operand, a move playable from the position.  This
+move is the move to be played from the position.
+
+The "sm" opcode is intended for use to communicate the most recent played move
+in an active game.  It is used to communicate moves between programs in
+automatic play via a network.  This includes correspondence play using e-mail
+and also programs acting as network front ends to human players.
+
+
+16.2.5.23: Opcode "tcgs": telecommunication: game selector
+
+The "tcgs" opcode is one of the telecommunication family of opcodes used for
+games conducted via e-mail and similar means.  This opcode takes a single
+operand that is a positive integer.  It is used to select among various games
+in progress between the same sender and receiver.
+
+
+16.2.5.24: Opcode "tcri": telecommunication: receiver identification
+
+The "tcri" opcode is one of the telecommunication family of opcodes used for
+games conducted via e-mail and similar means.  This opcode takes two order
+dependent string operands.  The first operand is the e-mail address of the
+receiver of the EPD record.  The second operand is the name of the player
+(program or human) at the address who is the actual receiver of the EPD record.
+
+
+16.2.5.25: Opcode "tcsi": telecommunication: sender identification
+
+The "tcsi" opcode is one of the telecommunication family of opcodes used for
+games conducted via e-mail and similar means.  This opcode takes two order
+dependent string operands.  The first operand is the e-mail address of the
+sender of the EPD record.  The second operand is the name of the player
+(program or human) at the address who is the actual sender of the EPD record.
+
+
+16.2.5.26: Opcode "v0": variation name (primary, also "v1" though "v9")
+
+The opcode "v0" (lower case letter "v", digit character zero) indicates a top
+level variation name that applies to the given position.  It is the first of
+ten ranked variation names, each of which has a mnemonic formed from the lower
+case letter "v" followed by a single decimal digit.  Each of these opcodes
+takes either a single string operand or no operand at all.
+
+This ten member variation name family of opcodes is intended for use as
+traditional variation names for a complete game or game fragment.  The usual
+processing of these opcodes are as follows:
+
+1) At the beginning of a game (or game fragment), a move sequence scanning
+program initializes each element of its set of ten variation name string
+registers to be null.
+
+2) As the EPD record for each position in the game is processed, the variation
+name operations are interpreted from left to right.  (Actually, all operations
+in n EPD record are interpreted from left to right.)  Because operations appear
+in ASCII order according to their opcode mnemonics, opcode "v0" (if present)
+will be handled prior to all other opcodes, then opcode "v1" (if present), and
+so forth until opcode "v9" (if present).
+
+3) The processing of opcode "vN" (0 <= N <= 9) involves two steps.  First, all
+variation name string registers with an index equal to or greater than N are
+set to null.  (This is the set "vN" though "v9".)  Second, and only if a string
+operand is present, the value of the corresponding variation name string
+register is set equal to the string operand.
+
+
+17: Alternative chesspiece identifier letters
+
+English language piece names are used to define the letter set for identifying
+chesspieces in PGN movetext.  However, authors of programs which are used only
+for local presentation or scanning of chess move data may find it convenient to
+use piece letter codes common in their locales.  This is not a problem as long
+as PGN data that resides in archival storage or that is exchanged among
+programs still uses the SAN (English) piece letter codes: "PNBRQK".
+
+For the above authors only, a list of alternative piece letter codes are
+provided:
+
+Language     Piece letters (pawn knight bishop rook queen king)
+----------   --------------------------------------------------
+Czech        P J S V D K
+Danish       B S L T D K
+Dutch        O P L T D K
+English      P N B R Q K
+Estonian     P R O V L K
+Finnish      P R L T D K
+French       P C F T D R
+German       B S L T D K
+Hungarian    G H F B V K
+Icelandic    P R B H D K
+Italian      P C A T D R
+Norwegian    B S L T D K
+Polish       P S G W H K
+Portuguese   P C B T D R
+Romanian     P C N T D R
+Spanish      P C A T D R
+Swedish      B S L T D K
+
+
+18: Formal syntax
+
+<PGN-database> ::= <PGN-game> <PGN-database>
+                   <empty>
+
+<PGN-game> ::= <tag-section> <movetext-section>
+
+<tag-section> ::= <tag-pair> <tag-section>
+                  <empty>
+
+<tag-pair> ::= [ <tag-name> <tag-value> ]
+
+<tag-name> ::= <identifier>
+
+<tag-value> ::= <string>
+
+<movetext-section> ::= <element-sequence> <game-termination>
+
+<element-sequence> ::= <element> <element-sequence>
+                       <recursive-variation> <element-sequence>
+                       <empty>
+
+<element> ::= <move-number-indication>
+              <SAN-move>
+              <numeric-annotation-glyph>
+
+<recursive-variation> ::= ( <element-sequence> )
+
+<game-termination> ::= 1-0
+                       0-1
+                       1/2-1/2
+                       *
+<empty> ::=
+
+
+19: Canonical chess position hash coding
+
+*** This section is under development.
+
+
+20: Binary representation (PGC)
+
+*** This section is under development.
+
+The binary coded version of PGN is PGC (PGN Game Coding).  PGC is a binary
+representation standard of PGN data designed for the dual goals of storage
+efficiency and program I/O.  A file containing PGC data should have a name with
+a suffix of ".pgc".
+
+Unlike PGN text files that may have locale dependent representations for
+newlines, PGC files have data that does not vary due to local processing
+environment.  This means that PGC files may be transferred among systems using
+general binary file methods.
+
+PGC files should be used only when the use of PGN is impractical due to time
+and space resource constraints.  As the general level of processing
+capabilities increases, the need for PGC over PGN will decrease.  Therefore,
+implementors are encouraged not to use PGC as the default representation
+because it is much more difficult (than PGN) to understand without proper
+software.
+
+PGC data is composed of a sequence of PGC records.  Each record is composed of
+a sequence of one or more bytes.  The first byte is the PGN record marker and
+it specifies the interpretation of the remaining portion of the record.  This
+remaining portion is composed of zero or more PGN record items.  Item types
+include move sequences, move sets, and character strings.
+
+
+20.1: Bytes, words, and doublewords
+
+At the lowest level, PGC binary data is organized as bytes, words (two
+contiguous bytes), and doublewords (four contiguous bytes).  All eight bits of
+a byte are used.  Longwords (eight contiguous bytes) are not used.  Integer
+values are stored using two's complement representation.  Integers may be
+signed or unsigned depending on context.  Multibyte integers are stored in
+low-endian format with the least significant byte appearing first.
+
+A one byte integer item is called "int-1".  A two byte integer item is called
+"int-2".  A four byte integer item is called "int-4".
+
+Characters are stored as bytes using the ISO 8859/1 Latin-1 (ECMA-94) code set.
+There is no provision for other characters sets or representations.
+
+
+20.2: Move ordinals
+
+A chess move is represented using a move ordinal.  This is a single unsigned
+byte quantity with values from zero to 255.  A move ordinal is interpreted as
+an index into the list of legal moves from the current position.  This list is
+constructed by generating the legal moves from the current position, assigning
+SAN ASCII strings to each move, and then sorting these strings in ascending
+order.  Note that a seven bit ordinal, as used by some inferior representation
+systems, is insufficient as there are some positions that have more than 128
+moves available.
+
+Examples:  From the initial position, there are twenty moves.  Move ordinal 0
+corresponds to the SAN move string "Na3"; move ordinal 1 corresponds to "Nc3",
+move ordinal 4 corresponds to "a3", and move ordinal 19 corresponds to "h4".
+
+Moves can be organized into sequences and sets.  A move sequence is an ordered
+list of moves that are played, one after another from first to last.  A move
+set is a list of moves that are all playable from the current position.
+
+Move sequence data is represented using a length header followed by move
+ordinal data.  The length header is an unsigned integer that may be a byte or a
+word.  The integer gives the number, possibly zero, of following move ordinal
+bytes.  Most move sequences can be represented using just a byte header; these
+are called "mvseq-1" items.  Move sequence data using a word header are called
+"mvseq-2" items.
+
+Move set data is represented using a length header followed by move ordinal
+data.  The length header is an unsigned integer that is a byte.  The integer
+gives the number, possibly zero, of following move ordinal bytes.  All move
+sets are be represented using just a byte header; these are called "mvset-1"
+items.  (Note the implied restriction that a move set can only have a maximum
+of 255 of the possible 256 ordinals present at one time.)
+
+
+20.3: String data
+
+PGC string data is represented using a length header followed by bytes of
+character data.  The length header is an unsigned integer that may be a byte, a
+word, or a doubleword.  The integer gives the number, possibly zero, of
+following character bytes.  Most strings can be represented using just a byte
+header; these are called "string-1" items.  String data using a word header are
+called "string-2" items and string data using a doubleword header are called
+"string-4" items.  No special ASCII NUL termination byte is required for PGC
+storage of a string as the length is explicitly given in the item header.
+
+
+20.4: Marker codes
+
+PGC marker codes are given in hexadecimal format.  PGC marker code zero (marker
+0x00) is the "noop" marker and carries no meaning.  Each additional marker code
+defined appears in its own subsection below.
+
+
+20.4.1: Marker 0x01: reduced export format single game
+
+Marker 0x01 is used to indicate a single complete game in reduced export
+format.  This refers to a game that has only the Seven Tag Roster data, played
+moves, and no annotations or comments.  This record type is used as an
+alternative to the general game data begin/end record pairs described below.
+The general marker pair (0x05/0x06) is used to help represent game data that
+can't be adequately represented in reduced export format.  There are eight
+items that follow marker 0x01 to form the "reduced export format single game"
+record.  In order, these are:
+
+1) string-1 (Event tag value)
+
+2) string-1 (Site tag value)
+
+3) string-1 (Date tag value)
+
+4) string-1 (Round tag value)
+
+5) string-1 (White tag value)
+
+6) string-1 (Black tag value)
+
+7) string-1 (Result tag value)
+
+8) mvseq-2 (played moves)
+
+
+20.4.2: Marker 0x02: tag pair
+
+Marker 0x02 is used to indicate a single tag pair.  There are two items that
+follow marker 0x02 to form the "tag pair" record; in order these are:
+
+1) string-1 (tag pair name)
+
+2) string-1 (tag pair value)
+
+
+20.4.3: Marker 0x03: short move sequence
+
+Marker 0x03 is used to indicate a short move sequence.  There is one item that
+follows marker 0x03 to form the "short move sequence" record; this is:
+
+1) mvseq-1 (played moves)
+
+
+20.4.4: Marker 0x04: long move sequence
+
+Marker 0x04 is used to indicate a long move sequence.  There is one item that
+follows marker 0x04 to form the "long move sequence" record; this is:
+
+1) mvseq-2 (played moves)
+
+
+20.4.5: Marker 0x05: general game data begin
+
+Marker 0x05 is used to indicate the beginning of data for a game.  It has no
+associated items; it is a complete record by itself.  Instead, it marks the
+beginning of PGC records used to describe a game.  All records up to the
+corresponding "general game data end" record are considered to be part of the
+same game.  (PGC record type 0x01, "reduced export format single game", is not
+permitted to appear within a general game begin/end record pair.  The general
+game construct is to be used as an alternative to record type 0x01 in those
+cases where the latter is too restrictive to contain the data for a game.)
+
+
+20.4.6: Marker 0x06: general game data end
+
+Marker 0x06 is used to indicate the end of data for a game.  It has no
+associated items; it is a complete record by itself.  Instead, it marks the end
+of PGC records used to describe a game.  All records after the corresponding
+(and earlier appearing) "general game data begin" record are considered to be
+part of the same game.
+
+
+20.4.7: Marker 0x07: simple-nag
+
+Marker 0x07 is used to indicate the presence of a simple NAG (Numeric
+Annotation Glyph).  This is an annotation marker that has only a short type
+identification and no operands.  There is one item that follows marker 0x07 to
+form the "simple-nag" record; this is:
+
+1) int-1 (unsigned NAG value, from 0 to 255)
+
+
+20.4.8: Marker 0x08: rav-begin
+
+Marker 0x08 is used to indicate the beginning of an RAV (Recursive Annotation
+Variation).  It has no associated items; it is a complete record by itself.
+Instead, it marks the beginning of PGC records used to describe a recursive
+annotation.  It is considered an opening bracket for a later rav-end record;
+the recursive annotation is completely described between the bracket pair.  The
+rav-begin/data/rav-end structures can be nested.
+
+
+20.4.9: Marker 0x09: rav-end
+
+Marker 0x09 is used to indicate the end of an RAV (Recursive Annotation
+Variation).  It has no associated items; it is a complete record by itself.
+Instead, it marks the end of PGC records used to describe a recursive
+annotation.  It is considered a closing bracket for an earlier rav-begin
+record; the recursive annotation is completely described between the bracket
+pair.  The rav-begin/data/rav-end structures can be nested.
+
+
+20.4.10: Marker 0x0a: escape-string
+
+Marker 0x0a is used to indicate the presence of an escape string.  This is a
+string represented by the use of the percent sign ("%") escape mechanism in
+PGN.  The data that is escaped is the sequence of characters immediately
+follwoing the percent sign up to but not including the terminating newline.  As
+is the case with the PGN percent sign escape, the use of a PGC escape-string
+record is limited to use for non-archival data.  There is one item that follows
+marker 0x0a to form the "escape-string" record; this is the string data being
+escaped:
+
+1) string-2 (escaped string data)
+
+
+21: E-mail correspondence usage
+
+*** This section is under development.
+
+
+Standard: EOF
diff --git a/rules and standards/WBCA_Blitz_Rules.txt b/rules and standards/WBCA_Blitz_Rules.txt
new file mode 100755
index 0000000..34f84c8
--- /dev/null
+++ b/rules and standards/WBCA_Blitz_Rules.txt	
@@ -0,0 +1,229 @@
+
+        The following is the current (December 15, 1993) complete offi-
+cial rules of the World Blitz Chess Association (WBCA) for Blitz
+(SD Game/5) chess.  It is reprinted with permission for non-commercial
+use only.  All other rights reserved.
+
+        The WBCA does not license tournament directors for its sanc-
+tioned events, but accepts the licensing of other organizations such as
+the U.S. Chess Federation and FIDE for tournament directors or arbiters
+as evidence of qualification.  For additional information on holding of-
+ficial WBCA tournaments, club affiliation or WBCA  membership, see the
+contact information at the end of these rules.
+
+        The U. S. Chess Federation sanctions and rates Quick Chess tour-
+naments with time controls from SD Game/10 to SD Game/29, but true Blitz
+(SD Game/5) is sanctioned and rated by the WBCA.
+
+        Every effort has been made to transcribe these rules exactly as
+distributed by the WBCA except for the minor reformatting required to
+allow for differences in fonts, line widths, etc.  As distributed by the
+WBCA, the rules are on two sheets, but can easily be copied on one sheet
+front and back with an inch left at the bottom of the second page for
+your personal tournament notes!
+
+Mike Burger, UH Chess Club
+mike@uhunix.uhcc.hawaii.edu
+
+   ______________________Begin Official Rules___________________________
+
+                       Rerevised WBCA Blitz Rules
+                           November 12, 1992
+
+    Approved by the ProChess committee of Nick Defirmian, Max Dlugy,
+                   Yasser Seirawan and Walter Browne
+
+1)      Each player must make all his moves in the five minutes allotted
+on his clock.  This is the standard international Blitz time limit for
+all WBCA events.  It is the only time limit which will be WBCA rated.
+
+2)      All the clocks must have a special device, usually called a
+"flag" marking the end for the time control period.  Either player may
+object to using a computer clock provided they produce a clock with a
+standard face.  In the event that both players prefer their own standard
+face clock, the player with Black will have the choice each game.
+
+3)      Before play begins both players should inspect the position of
+the pieces and the setting of the clock, since once each side has made a
+move all claims are null and void.
+
+4)      Each player must push the clock with the same hand he uses to
+move his pieces. Exception: only during castling may a player use both
+hands.  Also when capturing, may only one hand be used.  The first in-
+fraction will get a warning, the second a one minute penalty and the
+third will result in the loss of the game.
+
+5)      The arbiter should state at the start of the event the direction
+the clocks are to face, and the player with the Black pieces then de-
+cides which side he will play with that opponent.
+
+6)      Except for pushing the clock neither player should touch the
+clock except:
+
+        a) to straighten it.
+
+        b) If either player knocks over the clock his opponent gets one
+minute added to his clock.
+
+        c) If your opponent's clock does not tick you may push his side
+down and repunch your side; however, if this procedure is unsatisfacto-
+ry, please call for a director.
+
+        d) Each player must always be allowed to push the clock after
+their move is made.  Also neither player should keep his hand on or
+hover over the clock.
+
+7)      Defining a win
+
+        A game is won by the player:
+
+        a) who has mated his opponent's king.
+
+        b) whose opponent resigns.
+
+        c) whose opponent's flag falls first, at any time before the
+game is otherwise ended, provided he points it out and neutralizes the
+clock while his own flag is still up and that he still has mating ma-
+terial.
+
+                1.) Either two minor pieces (except K v K+N+N), a pawn
+or a rook will be sufficient mating material.  No trick mates are al-
+lowed which means a lone knight or bishop is insufficient unless a
+forced win can be demonstrated.
+
+8)      Defining a draw
+
+        A game is a draw:
+
+        a) If one of the kings is stalemated even if a fallen flag is
+claimed simultaneously.
+
+        b) By agreement between the players during a game only.
+
+        c) If the flag of one player falls after the flag of the other
+player has already fallen and a win has not been claimed.
+
+        d) To claim a draw by perpetual check, a four-time repetition is
+necessary with the player counting 1,2,3,4 etc. out loud so as to make
+it quite clear and easier for arbiters to assist.  Claimant should stop
+the clock after the 4th repetition.
+
+        e) If both players each have just one identical piece either may
+claim a draw by stopping the clock if neither side can show a forced
+win.
+
+        f) If one player has insufficient mating material when his
+opponent's flag falls or makes an illegal move.
+
+        g) In K+bishop vs K+bishop of opposite colors with only 1 pawn
+on the board, or in 2 vs 1 in a clearly blockaded position, a draw can
+be claimed by stopping the clocks and summoning an arbiter if necessary
+provided there is no forced win.
+
+        h) K+rook pawn vs K can be claimed as a draw once the defender
+is on the rook file in front of the pawn. K+pawn vs K can be claimed as
+a draw once the defender is immediately on the square directly in front
+of the pawn as long as it's not on the 7th rank.
+
+                             Miscellaneous
+
+9)      If a player accidentally displaces one or more pieces, he shall
+replace them on his own time.  If it is necessary, his opponent may
+start the opponent's clock without making a move in order to make sure
+that the culprit uses his own time while replacing the pieces.  If a
+player first touches one piece, then moves another; his opponent can
+restart the player's clock and make him move the first piece touched.
+Finally, it is unsportsmanly to knock over any pieces then punch the
+clock.  For a first offense the player will get a warning (unless he
+causes his opponent's flag to fall, in which case the offended shall get
+1 minute extra on his clock); for a second offense a 1 minute add on
+will be imposed; for a third offense he shall forfeit the game.
+Thereafter the arbiter may use other penalties or expel a player from
+the event for repeated offenses.
+
+10)     In case of a dispute either player may stop the clock while the
+arbiter is being summoned.  In any unclear situation the arbiter will
+consider the testimony of both players and any reliable witnesses before
+rendering his decision, which in all cases will be final.
+
+11)     The arbiter shall not pick up the clock except in the case of a
+dispute when both players allow him to do so.
+
+12)     Spectators and players in another game are not to speak or oth-
+erwise interfere in another game.  If a spectator interferes in any way
+such as by calling attention to a flag fall or an illegal move, the ar-
+biter may cancel the game and rule that a new game be played in its
+stead.  and he may also expel the offending party from the playing room.
+The arbiter should also be silent about illegal moves or flag falls (un-
+less there are sufficient arbiters and they have agreed with the players
+to call them before the event started) as this is entirely the responsi-
+bility of the players.
+
+13)     When a clear drawn position is reached either player may stop
+the clocks and appeal to the arbiter for a draw.
+
+        a) If the arbiter allows a draw the game is over.
+
+        b) If the appeal is rejected then 1 minute penalty is imposed on
+the player who stopped the clock.
+
+14)     A player who has played an illegal move must retract it and make
+a legal move on his own time.  If no legal move exists with that piece
+then he may make any legal move.  Illegal moves unoticed by both players
+cannot be corrected afterwards, nor can they become the basis for making
+a claim, although a piece once touched must be moved.  An illegal move
+is completed when the player neutralizes the clock, whereupon the op-
+ponent may claim a win provided he has mating material.
+
+15)     A legal move is completed when the hand leaves the piece.
+
+16)     Moving the King next to another King is illegal, however neither
+player can play King takes King! This cheap shot will not be tolerated!
+In that case you can claim a win because of an illegal move.
+
+17)     If a player promotes a pawn and leaves the pawn on the board the
+opponent only has the option of stopping the clocks while a replacement
+piece is found.
+
+18)     An arbiter may determine that a clock is defective and may
+change clocks at his discretion.
+
+19)     Before a tournament the organizers should post at least 2 copies
+of the complete Blitz rules in the tournament area unless there are
+fewer than 25 players, in which case 1 list will suffice.  Posting one
+hour before play would be advisable.
+
+20)     If the king and queen are set up incorrectly then you may castle
+short on the queenside and long on the kingside!
+
+21)     Finally, in all World Blitz Chess Association tournaments the
+decision of the arbiter is final.
+
+        However, for future consideration the WBCA will listen to any
+grievances or wrongdoings on the part of any arbiter or players.
+
+        Eventually the WBCA will publish a list of the best Blitz
+clocks.
+
+        With the rules being clarified in this way, Blitz events will
+run more smoothly because people will enjoy the game more with less ar-
+guments.  Many retired players will return to the game and new players
+will become involved.
+
+   _____________________End Official Rules___________________________
+
+For further World Blitz Chess Association information contact:
+
+W. B. C. A.
+8 Parnassus Road
+Berkeley, CA 94708
+
+Phone (US) 1-510-549-1169
+FAX   (US) 1-510-486-8078
+
+BLITZ CHESS is published quarterly by the W. B. C. A.
+GM Walter Browne, Editor in Chief
+Sam Parazette, Database & Ratings Director
+Kelly Clarke, Assistant Editor
+ISSN #1053-3087
+
diff --git a/rules and standards/fen.doc b/rules and standards/fen.doc
new file mode 100755
index 0000000..da5570c
--- /dev/null
+++ b/rules and standards/fen.doc	
@@ -0,0 +1,130 @@
+
+Opening classification uses modified FEN notation, i.e. the halfmove and
+fullmove numbers are dropped since these are irrelvant for opening positions.
+
+---
+
+16.1.1: History
+
+FEN is based on a 19th century standard for position recording designed by the
+Scotsman David Forsyth, a newspaper journalist.  The original Forsyth standard
+has been slightly extended for use with chess software by Steven Edwards with
+assistance from commentators on the Internet.  This new standard, FEN, was
+first implemented in Edwards' SAN Kit.
+
+16.1.2: Uses for a position notation
+
+Having a standard position notation is particularly important for chess
+programmers as it allows them to share position databases.  For example,
+there exist standard position notation databases with many of the classical
+benchmark tests for chessplaying programs, and by using a common position
+notation format many hours of tedious data entry can be saved.  Additionally,
+a position notation can be useful for page layout programs and for confirming
+position status for e-mail competition.
+
+Many interesting chess problem sets represented using FEN can be found at the
+chess.uoknor.edu ftp site in the directory pub/chess/SAN_testsuites.
+
+
+16.1.3: Data fields
+
+FEN specifies the piece placement, the active color, the castling
+availability, the en passant target square, the halfmove clock, and the
+fullmove number.  These can all fit on a single text line in an easily
+read format.  The length of a FEN position description varies somewhat
+according to the position. In some cases, the description could be eighty
+or more characters in length and so may not fit conveniently on some
+displays.  However, these positions aren't too common.
+
+A FEN description has six fields.  Each field is composed only of non-blank
+printing ASCII characters.  Adjacent fields are separated by a single ASCII
+space character.
+
+
+16.1.3.1: Piece placement data
+
+The first field represents the placement of the pieces on the board.  The
+board contents are specified starting with the eighth rank and ending with
+the first rank.  For each rank, the squares are specified from file a to
+file h.  White pieces are identified by uppercase SAN piece letters
+("PNBRQK") and black pieces are identified by lowercase SAN piece letters
+("pnbrqk").  Empty squares are represented by the digits one through eight;
+the digit used represents the count of contiguous empty squares along a
+rank.  A solidus character "/" is used to separate data of adjacent ranks.
+
+
+16.1.3.2: Active color
+
+The second field represents the active color.  A lower case "w" is used if
+White is to move; a lower case "b" is used if Black is the active player.
+
+
+16.1.3.3: Castling availability
+
+The third field represents castling availability.  This indicates potential
+future castling that may of may not be possible at the moment due to blocking
+pieces or enemy attacks.  If there is no castling availability for either
+side, the single character symbol "-" is used.  Otherwise, a combination of
+from one to four characters are present.  If White has kingside castling
+availability, the uppercase letter "K" appears.  If White has queenside
+castling availability, the uppercase letter "Q" appears.  If Black has
+kingside castling availability, the lowercase letter "k" appears.  If
+Black has queenside castling availability, then the lowercase letter "q"
+appears.  Those letters which appear will be ordered first uppercase before
+lowercase and second kingside before queenside.  There is no white space
+between the letters.
+
+
+16.1.3.4: En passant target square
+
+The fourth field is the en passant target square.  If there is no en passant
+target square then the single character symbol "-" appears.  If there is an
+en passant target square then is represented by a lowercase file character
+immediately followed by a rank digit.  Obviously, the rank digit will be "3"
+following a white pawn double advance (Black is the active color) or else be
+the digit "6" after a black pawn double advance (White being the active
+color).
+
+An en passant target square is given if and only if the last move was a pawn
+advance of two squares.  Therefore, an en passant target square field may have
+a square name even if there is no pawn of the opposing side that may
+immediately execute the en passant capture.
+
+
+16.1.3.5: Halfmove clock
+
+The fifth field is a nonnegative integer representing the halfmove clock.
+This number is the count of halfmoves (or ply) since the last pawn advance
+or capturing move.  This value is used for the fifty move draw rule.
+
+
+16.1.3.6: Fullmove number
+
+The sixth and last field is a positive integer that gives the fullmove number.
+This will have the value "1" for the first move of a game for both White and
+Black.  It is incremented by one immediately after each move by Black.
+
+
+16.1.4: Examples
+
+Here's the FEN for the starting position:
+
+rnbqkbnr/pppppppp/8/8/8/8/PPPPPPPP/RNBQKBNR w KQkq - 0 1
+
+And after the move 1. e4:
+
+rnbqkbnr/pppppppp/8/8/4P3/8/PPPP1PPP/RNBQKBNR b KQkq e3 0 1
+
+And then after 1. ... c5:
+
+rnbqkbnr/pp1ppppp/8/2p5/4P3/8/PPPP1PPP/RNBQKBNR w KQkq c6 0 2
+
+And then after 2. Nf3:
+
+rnbqkbnr/pp1ppppp/8/2p5/4P3/5N2/PPPP1PPP/RNBQKB1R b KQkq - 1 2
+
+For two kings on their home squares and a white pawn on e2 (White to move)
+with thirty eight full moves played with five halfmoves since the last pawn
+move or capture:
+
+4k3/8/8/8/8/8/4P3/4K3 w - - 5 39
-- 
2.49.0