diff --git a/engine/data/Kazaross-XG2.xml b/engine/data/Kazaross-XG2.xml
new file mode 100644
index 0000000..942656a
--- /dev/null
+++ b/engine/data/Kazaross-XG2.xml
@@ -0,0 +1,765 @@
+<?xml version = "1.0"?>
+<!DOCTYPE met PUBLIC "-//GNU Backgammon//DTD Match Equity Tables//EN"
+                     "met.dtd">
+
+<!--
+
+     Copyright (C) 2011 Neil Kazaross
+
+     Table rolled up to 9 point match by eXtreme Gammon. Then uses
+     R/K MET which was rolled up to 15 and extrapolated to 25 points
+
+     Transcribed for use by GNUbg by Michael Petch  <mpetch@capp-sysware.com>
+
+     This file is distributed as a part of the GNU Backgammon program.
+
+     Copying and distribution of this file, with or without modification,
+     are permitted in any medium without royalty provided the copyright
+     notice and this notice are preserved.  This file is offered as-is,
+     without any warranty.
+
+ -->
+
+<met>
+  <info>
+    <name>Kazaross XG2 25 point MET</name>
+    <description>Generated using XG rollouts to 9pts, GNUbg 0.90 2-ply full rollouts to 15 points. Extended to 25pts by projecting take points.</description>
+    <length>25</length>
+  </info>
+
+  <pre-crawford-table type="explicit">
+    <row>
+      <me>0.50000</me>
+      <me>0.67736</me>
+      <me>0.75076</me>
+      <me>0.81436</me>
+      <me>0.84179</me>
+      <me>0.88731</me>
+      <me>0.90724</me>
+      <me>0.93250</me>
+      <me>0.94402</me>
+      <me>0.959275</me>
+      <me>0.966442</me>
+      <me>0.975534</me>
+      <me>0.979845</me>
+      <me>0.985273</me>
+      <me>0.987893</me>
+      <me>0.99114</me>
+      <me>0.99273</me>
+      <me>0.99467</me>
+      <me>0.99563</me>
+      <me>0.99679</me>
+      <me>0.99737</me>
+      <me>0.99807</me>
+      <me>0.99842</me>
+      <me>0.99884</me>
+      <me>0.99905</me>
+    </row>
+
+    <row>
+      <me>0.32264</me>
+      <me>0.50000</me>
+      <me>0.59947</me>
+      <me>0.66870</me>
+      <me>0.74359</me>
+      <me>0.79940</me>
+      <me>0.84225</me>
+      <me>0.87539</me>
+      <me>0.90197</me>
+      <me>0.923034</me>
+      <me>0.939311</me>
+      <me>0.952470</me>
+      <me>0.962495</me>
+      <me>0.970701</me>
+      <me>0.976887</me>
+      <me>0.98196</me>
+      <me>0.98580</me>
+      <me>0.98893</me>
+      <me>0.99129</me>
+      <me>0.99322</me>
+      <me>0.99466</me>
+      <me>0.99585</me>
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+      <me>0.99746</me>
+      <me>0.99802</me>
+    </row>
+
+    <row>
+      <me>0.24924</me>
+      <me>0.40053</me>
+      <me>0.50000</me>
+      <me>0.57150</me>
+      <me>0.64795</me>
+      <me>0.71123</me>
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+      <me>0.80468</me>
+      <me>0.84017</me>
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+      <me>0.894417</me>
+      <me>0.914831</me>
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+      <me>0.98139</me>
+      <me>0.98522</me>
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+      <me>0.99062</me>
+      <me>0.99248</me>
+      <me>0.99407</me>
+      <me>0.99527</me>
+    </row>
+
+    <row>
+      <me>0.18564</me>
+      <me>0.33130</me>
+      <me>0.42850</me>
+      <me>0.50000</me>
+      <me>0.57732</me>
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+      <me>0.98422</me>
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+    </row>
+
+    <row>
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+      <me>0.98600</me>
+    </row>
+
+    <row>
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+      <me>0.28877</me>
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+    </row>
+
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+    </row>
+
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+    </row>
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diff --git a/engine/data/gnubg.weights b/engine/data/gnubg.weights
new file mode 100644
index 0000000..1a6b8e5
--- /dev/null
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diff --git a/engine/gnubg/COPYING b/engine/gnubg/COPYING
new file mode 100644
index 0000000..f288702
--- /dev/null
+++ b/engine/gnubg/COPYING
@@ -0,0 +1,674 @@
+                    GNU GENERAL PUBLIC LICENSE
+                       Version 3, 29 June 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
+
+                            Preamble
+
+  The GNU General Public License is a free, copyleft license for
+software and other kinds of works.
+
+  The licenses for most software and other practical works are designed
+to take away your freedom to share and change the works.  By contrast,
+the GNU General Public License is intended to guarantee your freedom to
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+GNU General Public License for most of our software; it applies also to
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+
+  When we speak of free software, we are referring to freedom, not
+price.  Our General Public Licenses are designed to make sure that you
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+know their rights.
+
+  Developers that use the GNU GPL protect your rights with two steps:
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+authors' sake, the GPL requires that modified versions be marked as
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+
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diff --git a/engine/gnubg/PROVENANCE.md b/engine/gnubg/PROVENANCE.md
new file mode 100644
index 0000000..6762109
--- /dev/null
+++ b/engine/gnubg/PROVENANCE.md
@@ -0,0 +1,73 @@
+# Provenance de la copie de GNU Backgammon
+
+Les fichiers de ce dossier sont copiés de GNU Backgammon
+(https://git.savannah.gnu.org/cgit/gnubg.git), commit
+`14b67984737ded0f6de43d63dcb789f729d9b06b` (version 1.08.003, 2026-10-23),
+choisi par l'ADR 0005. Licence : GPLv3 ou ultérieure (`COPYING`). Les
+en-têtes de copyright sont conservés.
+
+**Aucun fichier n'est modifié** : chacun est identique octet pour octet à
+l'original. Vérification, depuis un clone de gnubg à ce commit :
+
+```sh
+for f in $(cd engine/gnubg && find . -type f ! -name PROVENANCE.md); do
+	cmp "engine/gnubg/$f" "chemin/du/clone/gnubg/$f" || echo "différent : $f"
+done
+```
+
+Les espaces en fin de ligne de l'original sont gardés ; `tests/lint.sh`
+exclut donc ce dossier (et `engine/data/`) de cette vérification.
+
+## Fichiers repris
+
+Compilés dans le moteur embarqué (`build/libengine.a`) :
+
+| Fichier | Rôle |
+| --- | --- |
+| `eval.c`, `eval.h`, `movefilters.inc` | Évaluation, génération et classement des coups, videau |
+| `positionid.c`, `positionid.h` | Position ID |
+| `matchid.c`, `matchid.h` | Match ID |
+| `matchequity.c`, `matchequity.h`, `mec.c`, `mec.h` | Tables d'équité de match |
+| `bearoff.c`, `bearoff.h`, `bearoffgammon.c`, `bearoffgammon.h` | Bases de fin de partie |
+| `drawboard.c`, `drawboard.h` | Notation des coups (`FormatMove`) |
+| `mtsupport.c` | Données du fil d'exécution unique (branche sans threads) |
+| `lib/neuralnet.c`, `lib/neuralnet.h`, `lib/neuralnetsse.c`, `lib/inputs.c`, `lib/simd.h`, `lib/sigmoid.h` | Réseaux de neurones |
+| `lib/cache.c`, `lib/cache.h` | Cache d'évaluations |
+| `lib/isaac.c`, `lib/isaac.h`, `lib/isaacs.h`, `lib/md5.c`, `lib/md5.h` | Hasards (bruit, désactivé ici) et hachage |
+| `lib/list.c`, `lib/list.h` | Listes (tables d'équité) |
+| `lib/gnubg-types.h`, `common.h`, `dice.h` | Types et définitions communes |
+
+Compilés seulement pour générer les données au build (`build/host/`), avec
+la vraie GLib, comme dans le build officiel :
+
+| Fichier | Rôle |
+| --- | --- |
+| `makeweights.c` | `gnubg.weights` → `gnubg.wd` (réseaux en binaire) |
+| `makebearoff.c` | Bases `gnubg_os0.bd` et `gnubg_ts0.bd` |
+
+Données, dans `engine/data/` (non modifiées non plus) : `gnubg.weights`
+(racine du dépôt gnubg) et `Kazaross-XG2.xml` (`met/`), la table d'équité
+de match par défaut de gnubg de bureau.
+
+## Ce qui remplace le reste de gnubg
+
+Les fichiers de gnubg non repris sont remplacés par des fichiers propres à
+Ustagammon, dans `engine/compat/`, trouvés en premier par le compilateur :
+
+| Fichier | Remplace |
+| --- | --- |
+| `config.h` | Le `config.h` produit par `configure` (sans threads, C générique, NEON prévu) |
+| `glib-shim/glib.h`, `glib-shim/glib/*.h`, `glib-shim.c` | GLib, pour le moteur embarqué seulement |
+| `backgammon.h`, `output.h`, `util.h`, `format.h`, `multithread.h`, `external.h` | En-têtes réduits aux déclarations utilisées par le cœur |
+| `gnubg-support.c` | Fonctions et variables de `gnubg.c`, `output.c`, `util.c`, `multithread.c` utilisées par le cœur |
+| `host-tools-support.c` | `GetTemporaryFile` de `util.c`, pour `makebearoff` |
+
+La liste des symboles à fournir a été établie à l'édition des liens. Le
+fichier `jni-bridge/src/stubs.c` de CBG (https://github.com/clavierhaus/gnubg-android,
+GPLv3) a servi de point de repère, sans reprise de code.
+
+## Mettre à jour la copie
+
+Copier les mêmes fichiers depuis le nouveau commit, mettre à jour le commit
+ci-dessus, puis `make engine` et `make test`. Une erreur de compilation ou
+d'édition des liens indique un symbole à ajouter dans `engine/compat/`.
diff --git a/engine/gnubg/bearoff.c b/engine/gnubg/bearoff.c
new file mode 100644
index 0000000..2bad261
--- /dev/null
+++ b/engine/gnubg/bearoff.c
@@ -0,0 +1,1229 @@
+/*
+ * Copyright (C) 2002-2004 Joern Thyssen <jthyssen@dk.ibm.com>
+ * Copyright (C) 2003-2019 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "config.h"
+/*must be first here because of strange warning from mingw */
+#include "multithread.h"
+
+#include "backgammon.h"
+
+#if HAVE_UNISTD_H
+#include <unistd.h>
+#endif
+
+#include "bearoffgammon.h"
+#include "positionid.h"
+
+#include <glib/gstdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <errno.h>
+
+#define HEURISTIC_C 15
+#define HEURISTIC_P 6
+
+static int
+setGammonProb(const TanBoard anBoard, unsigned int bp0, unsigned int bp1, float *g0, float *g1)
+{
+    int i;
+    unsigned short int prob[32];
+
+    unsigned int tot0 = 0;
+    unsigned int tot1 = 0;
+
+    for (i = 5; i >= 0; --i) {
+        tot0 += anBoard[0][i];
+        tot1 += anBoard[1][i];
+    }
+
+    {
+        g_assert(tot0 == 15 || tot1 == 15);
+    }
+
+    *g0 = 0.0;
+    *g1 = 0.0;
+
+    if (tot0 == 15) {
+        struct GammonProbs *gp = getBearoffGammonProbs(anBoard[0]);
+        double make[3];
+
+        if (BearoffDist(pbc1, bp1, NULL, NULL, NULL, prob, NULL))
+            return -1;
+
+        make[0] = gp->p0 / 36.0;
+        make[1] = (make[0] + gp->p1 / (36.0 * 36.0));
+        make[2] = (make[1] + gp->p2 / (36.0 * 36.0 * 36.0));
+
+        *g1 = (float) ((prob[1] / 65535.0) +
+                       (1 - make[0]) * (prob[2] / 65535.0) +
+                       (1 - make[1]) * (prob[3] / 65535.0) + (1 - make[2]) * (prob[4] / 65535.0));
+    }
+
+    if (tot1 == 15) {
+        struct GammonProbs *gp = getBearoffGammonProbs(anBoard[1]);
+        double make[3];
+
+        if (BearoffDist(pbc1, bp0, NULL, NULL, NULL, prob, NULL))
+            return -1;
+
+        make[0] = gp->p0 / 36.0;
+        make[1] = (make[0] + gp->p1 / (36.0 * 36.0));
+        make[2] = (make[1] + gp->p2 / (36.0 * 36.0 * 36.0));
+
+        *g0 = (float) ((prob[1] / 65535.0) * (1 - make[0]) + (prob[2] / 65535.0) * (1 - make[1])
+                       + (prob[3] / 65535.0) * (1 - make[2]));
+    }
+    return 0;
+}
+
+
+static void
+AverageRolls(const float arProb[32], float *ar)
+{
+    float sx;
+    float sx2;
+    int i;
+
+    sx = sx2 = 0.0f;
+
+    for (i = 1; i < 32; i++) {
+        float p = (float) i * arProb[i];
+        sx += p;
+        sx2 += (float) i * p;
+    }
+
+    ar[0] = sx;
+    ar[1] = sqrtf(sx2 - sx * sx);
+}
+
+/* Make a plausible bearoff move (used to create approximate bearoff database). */
+static unsigned int
+HeuristicBearoff(unsigned int anBoard[6], const unsigned int anRoll[2])
+{
+    unsigned int i,             /* current die being played */
+     c,                         /* number of dice to play */
+     nMax,                      /* highest occupied point */
+     anDice[4], j, iSearch, nTotal;
+    int n;                      /* point to play from */
+
+    if (anRoll[0] == anRoll[1]) {
+        /* doubles */
+        anDice[0] = anDice[1] = anDice[2] = anDice[3] = anRoll[0];
+        c = 4;
+    } else {
+        /* non-doubles */
+        g_assert(anRoll[0] > anRoll[1]);
+
+        anDice[0] = anRoll[0];
+        anDice[1] = anRoll[1];
+        c = 2;
+    }
+
+    for (i = 0; i < c; i++) {
+        for (nMax = 5; nMax > 0; nMax--) {
+            if (anBoard[nMax])
+                break;
+        }
+
+        if (!anBoard[nMax])
+            /* finished bearoff */
+            break;
+
+        do {
+            if (anBoard[anDice[i] - 1]) {
+                /* bear off exactly */
+                n = (int) anDice[i] - 1;
+                break;
+            }
+
+            if (anDice[i] - 1 > nMax) {
+                /* bear off highest chequer */
+                n = (int) nMax;
+                break;
+            }
+
+            nTotal = anDice[i] - 1;
+            for (n = -1, j = i + 1; j < c; j++) {
+                nTotal += anDice[j];
+                if (nTotal < 6 && anBoard[nTotal]) {
+                    /* there's a chequer we can bear off with subsequent dice;
+                     * do it */
+                    n = (int) nTotal;
+                    break;
+                }
+            }
+            if (n >= 0)
+                break;
+
+            for (n = -1, iSearch = anDice[i]; iSearch <= nMax; iSearch++) {
+                if (anBoard[iSearch] >= 2 &&    /* at least 2 on source point */
+                    !anBoard[iSearch - anDice[i]] &&    /* dest empty */
+                    (n == -1 || anBoard[iSearch] > anBoard[n]))
+                    n = (int) iSearch;
+            }
+            if (n >= 0)
+                break;
+
+            /* find the point with the most on it (or least on dest) */
+            for (iSearch = anDice[i]; iSearch <= nMax; iSearch++)
+                if (n == -1 || anBoard[iSearch] > anBoard[n] ||
+                    (anBoard[iSearch] == anBoard[n] &&
+                     anBoard[iSearch - anDice[i]] < anBoard[(unsigned int) n - anDice[i]]))
+                    n = (int) iSearch;
+
+            g_assert(n >= 0);
+        } while (n < 0);        /* Dummy loop to remove goto's */
+
+        g_assert(anBoard[n]);
+        anBoard[n]--;
+
+        if (n >= (int) anDice[i])
+            anBoard[n - (int) anDice[i]]++;
+    }
+
+    return PositionBearoff(anBoard, HEURISTIC_P, HEURISTIC_C);
+}
+
+static void
+GenerateBearoff(unsigned char *p, unsigned int nId)
+{
+    unsigned int anRoll[2], anBoard[6], aProb[32] = { 0 };
+    unsigned int i, iBest;
+
+    for (anRoll[0] = 1; anRoll[0] <= 6; anRoll[0]++)
+        for (anRoll[1] = 1; anRoll[1] <= anRoll[0]; anRoll[1]++) {
+            PositionFromBearoff(anBoard, nId, HEURISTIC_P, HEURISTIC_C);
+            iBest = HeuristicBearoff(anBoard, anRoll);
+
+            g_assert(iBest < nId);
+
+            if (anRoll[0] == anRoll[1])
+                for (i = 0; i < 31; i++)
+                    aProb[i + 1] += p[(iBest << 6) | (i << 1)] + (p[(iBest << 6) | (i << 1) | 1] << 8);
+            else
+                for (i = 0; i < 31; i++)
+                    aProb[i + 1] += (p[(iBest << 6) | (i << 1)] +
+                                     ((unsigned int) p[(iBest << 6) | (i << 1) | 1] << 8)) << 1;
+        }
+
+    for (i = 0; i < 32; i++) {
+        unsigned short us = (unsigned short) ((aProb[i] + 18) / 36);
+
+        p[(nId << 6) | (i << 1)] = us & 0xFF;
+        p[(nId << 6) | (i << 1) | 1] = us >> 8;
+    }
+}
+
+static unsigned char *
+HeuristicDatabase(void (*pfProgress) (unsigned int))
+{
+    unsigned char *pm = malloc(40 + 54264 * 64);
+    unsigned char *p;
+    unsigned int i;
+
+    if (!pm)
+        return NULL;
+
+    p = pm + 40;
+    p[0] = p[1] = 0xFF;
+    for (i = 2; i < 64; i++)
+        p[i] = 0;
+
+    for (i = 1; i < 54264; i++) {
+        GenerateBearoff(p, i);
+        if (pfProgress && !(i % 1000))
+            pfProgress(i);
+    }
+
+    return pm;
+}
+
+
+static void
+ReadBearoffFile(const bearoffcontext * pbc, unsigned int offset, unsigned char *buf, unsigned int nBytes)
+{
+    MT_Exclusive();
+
+    if ((fseek(pbc->pf, (long) offset, SEEK_SET) != 0) || (fread(buf, 1, nBytes, pbc->pf) < nBytes)) {
+        if (errno)
+            perror(_("bearoff database"));
+        else
+            fprintf(stderr, _("Error reading bearoff database"));
+
+        memset(buf, 0, nBytes);
+    }
+
+    MT_Release();
+}
+
+/* BEAROFF_GNUBG: read two sided bearoff database */
+static void
+ReadTwoSidedBearoff(const bearoffcontext * pbc, const unsigned int iPos, float ar[4], unsigned short int aus[4])
+{
+    unsigned int i, k = (pbc->fCubeful) ? 4 : 1;
+    unsigned char ac[8];
+    unsigned char *pc = NULL;
+
+    if (pbc->p)
+        pc = pbc->p + 40 + 2 * iPos * k;
+    else {
+        ReadBearoffFile(pbc, 40 + 2 * iPos * k, ac, k * 2);
+        pc = ac;
+    }
+    /* add to cache */
+
+    for (i = 0; i < k; ++i) {
+        unsigned short int us = pc[2 * i] | (unsigned short) (pc[2 * i + 1] << 8);
+
+        if (aus)
+            aus[i] = us;
+        if (ar)
+            ar[i] = us / 32767.5f - 1.0f;
+    }
+}
+
+extern int
+BearoffCubeful(const bearoffcontext * pbc, const unsigned int iPos, float ar[4], unsigned short int aus[4])
+{
+    g_return_val_if_fail(pbc, -1);
+    g_return_val_if_fail(pbc->fCubeful, -1);
+
+    ReadTwoSidedBearoff(pbc, iPos, ar, aus);
+    return 0;
+}
+
+
+static int
+BearoffEvalTwoSided(const bearoffcontext * pbc, const TanBoard anBoard, float arOutput[])
+{
+
+    unsigned int nUs = PositionBearoff(anBoard[1], pbc->nPoints, pbc->nChequers);
+    unsigned int nThem = PositionBearoff(anBoard[0], pbc->nPoints, pbc->nChequers);
+    unsigned int n = Combination(pbc->nPoints + pbc->nChequers, pbc->nPoints);
+    unsigned int iPos = nUs * n + nThem;
+    float ar[4];
+
+    ReadTwoSidedBearoff(pbc, iPos, ar, NULL);
+
+    memset(arOutput, 0, 5 * sizeof(float));
+    arOutput[OUTPUT_WIN] = ar[0] / 2.0f + 0.5f;
+
+    return 0;
+
+}
+
+
+static int
+ReadHypergammon(const bearoffcontext * pbc, const unsigned int iPos, float arOutput[NUM_OUTPUTS], float arEquity[4])
+{
+
+    unsigned char ac[28];
+    unsigned char *pc = NULL;
+    unsigned int us;
+    int i;
+    const int x = 28;
+
+    if (pbc->p)
+        pc = pbc->p + 40 + x * iPos;
+    else {
+        ReadBearoffFile(pbc, 40 + x * iPos, ac, x);
+        pc = ac;
+    }
+
+    if (arOutput)
+        for (i = 0; i < NUM_OUTPUTS; ++i) {
+            us = pc[3 * i] | (pc[3 * i + 1]) << 8 | (pc[3 * i + 2]) << 16;
+            arOutput[i] = (float) ((double) us / 16777215.0);
+        }
+
+    if (arEquity)
+        for (i = 0; i < 4; ++i) {
+            us = pc[15 + 3 * i] | (pc[15 + 3 * i + 1]) << 8 | (pc[15 + 3 * i + 2]) << 16;
+            arEquity[i] = ((float) ((double) us / 16777215.0) - 0.5f) * 6.0f;
+        }
+
+    return 0;
+
+}
+
+
+static int
+BearoffEvalOneSided(const bearoffcontext * pbc, const TanBoard anBoard, float arOutput[])
+{
+    int i, j;
+    float aarProb[2][32];
+    float aarGammonProb[2][32];
+    float r;
+    unsigned int anOn[2] = { 0 };
+    unsigned int an[2];
+    float ar[2][4];
+
+    /* get bearoff probabilities */
+
+    for (i = 0; i < 2; ++i) {
+
+        an[i] = PositionBearoff(anBoard[i], pbc->nPoints, pbc->nChequers);
+        if (BearoffDist(pbc, an[i], aarProb[i], aarGammonProb[i], ar[i], NULL, NULL))
+            return -1;
+    }
+
+    /* calculate winning chance */
+
+    r = 0.0;
+    for (i = 0; i < 32; ++i)
+        for (j = i; j < 32; ++j)
+            r += aarProb[1][i] * aarProb[0][j];
+
+    arOutput[OUTPUT_WIN] = r;
+
+    /* calculate gammon chances */
+
+    for (i = 0; i < 2; ++i)
+        for (j = 0; j < 25; ++j)
+            anOn[i] += anBoard[i][j];
+
+    if (anOn[0] == 15 || anOn[1] == 15) {
+
+        if (pbc->fGammon) {
+
+            /* my gammon chance: I'm out in i rolls and my opponent isn't inside
+             * home quadrant in less than i rolls */
+
+            r = 0;
+            for (i = 0; i < 32; i++)
+                for (j = i; j < 32; j++)
+                    r += aarProb[1][i] * aarGammonProb[0][j];
+
+            arOutput[OUTPUT_WINGAMMON] = r;
+
+            /* opp gammon chance */
+
+            r = 0;
+            for (i = 0; i < 32; i++)
+                for (j = i + 1; j < 32; j++)
+                    r += aarProb[0][i] * aarGammonProb[1][j];
+
+            arOutput[OUTPUT_LOSEGAMMON] = r;
+
+        } else {
+
+            if (setGammonProb(anBoard, an[0], an[1], &arOutput[OUTPUT_LOSEGAMMON], &arOutput[OUTPUT_WINGAMMON]))
+                return -1;
+
+        }
+    } else {
+        /* no gammons possible */
+        arOutput[OUTPUT_WINGAMMON] = 0.0f;
+        arOutput[OUTPUT_LOSEGAMMON] = 0.0f;
+    }
+
+
+    /* no backgammons possible */
+
+    arOutput[OUTPUT_LOSEBACKGAMMON] = 0.0f;
+    arOutput[OUTPUT_WINBACKGAMMON] = 0.0f;
+
+    return 0;
+}
+
+
+extern int
+BearoffHyper(const bearoffcontext * pbc, const unsigned int iPos, float arOutput[], float arEquity[])
+{
+
+    return ReadHypergammon(pbc, iPos, arOutput, arEquity);
+
+}
+
+
+static int
+BearoffEvalHypergammon(const bearoffcontext * pbc, const TanBoard anBoard, float arOutput[])
+{
+
+    unsigned int nUs = PositionBearoff(anBoard[1], pbc->nPoints, pbc->nChequers);
+    unsigned int nThem = PositionBearoff(anBoard[0], pbc->nPoints, pbc->nChequers);
+    unsigned int n = Combination(pbc->nPoints + pbc->nChequers, pbc->nPoints);
+    unsigned int iPos = nUs * n + nThem;
+
+    return ReadHypergammon(pbc, iPos, arOutput, NULL);
+}
+
+extern int
+BearoffEval(const bearoffcontext * pbc, const TanBoard anBoard, float arOutput[])
+{
+    g_return_val_if_fail(pbc, 0);
+
+    switch (pbc->bt) {
+    case BEAROFF_TWOSIDED:
+        return BearoffEvalTwoSided(pbc, anBoard, arOutput);
+    case BEAROFF_ONESIDED:
+        return BearoffEvalOneSided(pbc, anBoard, arOutput);
+    case BEAROFF_HYPERGAMMON:
+        return BearoffEvalHypergammon(pbc, anBoard, arOutput);
+    case BEAROFF_INVALID:
+    default:
+        g_warning(_("Invalid bearoff database type"));
+        g_assert_not_reached();
+        return 0;
+    }
+}
+
+extern void
+BearoffStatus(const bearoffcontext * pbc, char *sz)
+{
+    char buf[256];
+
+    if (!pbc || (pbc->bt != BEAROFF_TWOSIDED && pbc->bt != BEAROFF_ONESIDED && pbc->bt != BEAROFF_HYPERGAMMON))
+        return;
+
+    /* Title */
+    if (pbc->bt == BEAROFF_HYPERGAMMON) {
+        if (pbc->p)
+            sprintf(buf, _("In memory 2-sided exact %u-chequer Hypergammon database evaluator"), pbc->nChequers);
+        else
+            sprintf(buf, _("On disk 2-sided exact %u-chequer Hypergammon database evaluator"), pbc->nChequers);
+
+    } else {
+        if (pbc->p)
+            sprintf(buf, _("In memory %u-sided bearoff database evaluator"), pbc->bt);
+        else
+            sprintf(buf, _("On disk %u-sided bearoff database evaluator"), pbc->bt);
+
+    }
+    sz += sprintf(sz, " * %s\n", buf);
+
+    sz += sprintf(sz, "   - %s\n", _("generated by GNU Backgammon"));
+
+    sprintf(buf, _("up to %u chequers on %u points (%u positions) per player"), pbc->nChequers, pbc->nPoints,
+            Combination(pbc->nChequers + pbc->nPoints, pbc->nPoints));
+    sz += sprintf(sz, "   - %s\n", buf);
+
+    switch (pbc->bt) {
+    case BEAROFF_TWOSIDED:
+        sz += sprintf(sz, "   - %s\n", pbc->fCubeful ? _("database includes both cubeful and cubeless equities")
+                      : _("cubeless database"));
+        break;
+
+    case BEAROFF_ONESIDED:
+        if (pbc->fND)
+            sz += sprintf(sz, "   - %s\n", _("distributions are approximated with a normal distribution"));
+        if (pbc->fHeuristic)
+            sz += sprintf(sz, "   - %s\n", _("with heuristic moves"));
+
+        sz += sprintf(sz, "   - %s\n", pbc->fGammon ? _("database includes gammon distributions")
+                      : _("database does not include gammon distributions"));
+        break;
+    case BEAROFF_HYPERGAMMON:
+    case BEAROFF_INVALID:
+    default:
+        break;
+    }
+    sprintf(sz, "\n");
+}
+
+static int
+BearoffDumpTwoSided(const bearoffcontext * pbc, const TanBoard anBoard, char *sz)
+{
+    unsigned int nUs = PositionBearoff(anBoard[1], pbc->nPoints, pbc->nChequers);
+    unsigned int nThem = PositionBearoff(anBoard[0], pbc->nPoints, pbc->nChequers);
+    unsigned int n = Combination(pbc->nPoints + pbc->nChequers, pbc->nPoints);
+    unsigned int iPos = nUs * n + nThem;
+    float ar[4];
+    const char *aszEquity[] = {
+        N_("Cubeless equity"),
+        N_("Owned cube"),
+        N_("Centered cube"),
+        N_("Opponent owns cube")
+    };
+
+    sprintf(sz + strlen(sz), "%19s %14s\n%s %12u  %12u\n\n", _("Player"), _("Opponent"), _("Position"), nUs, nThem);
+
+    ReadTwoSidedBearoff(pbc, iPos, ar, NULL);
+
+    if (pbc->fCubeful)
+        for (int i = 0; i < 4; ++i)
+            sprintf(sz + strlen(sz), "%-30.30s: %+7.4f\n", gettext(aszEquity[i]), ar[i]);
+    else
+        sprintf(sz + strlen(sz), "%-30.30s: %+7.4f\n", gettext(aszEquity[0]), 2.0f * ar[0] - 1.0f);
+
+    strcat(sz, "\n");
+
+    return 0;
+
+}
+
+
+static int
+BearoffDumpOneSided(const bearoffcontext * pbc, const TanBoard anBoard, char *sz)
+{
+    unsigned int nUs = PositionBearoff(anBoard[1], pbc->nPoints, pbc->nChequers);
+    unsigned int nThem = PositionBearoff(anBoard[0], pbc->nPoints, pbc->nChequers);
+    float ar[2][4];
+    unsigned int i;
+    float aarProb[2][32], aarGammonProb[2][32];
+    int f0, f1, f2, f3;
+    unsigned int anPips[2];
+    const float x = (2 * 3 + 3 * 4 + 4 * 5 + 4 * 6 + 6 * 7 +
+                     5 * 8 + 4 * 9 + 2 * 10 + 2 * 11 + 1 * 12 + 1 * 16 + 1 * 20 + 1 * 24) / 36.0f;
+
+
+    if (BearoffDist(pbc, nUs, aarProb[0], aarGammonProb[0], ar[0], NULL, NULL))
+        return -1;
+    if (BearoffDist(pbc, nThem, aarProb[1], aarGammonProb[1], ar[1], NULL, NULL))
+        return -1;
+
+    sz += sprintf(sz, "%19s %14s\n%s %12u  %12u\n\n", _("Player"), _("Opponent"), _("Position"), nUs, nThem);
+
+    sz += sprintf(sz, "%s \t\t\t\t%s\n", _("Bearing off"), _("Bearing at least one chequer off"));
+    sz += sprintf(sz, "%s\t%s\t%s\t%s\t%s\n", _("Rolls"), _("Player"), _("Opponent"), _("Player"), _("Opponent"));
+
+    f0 = f1 = f2 = f3 = FALSE;
+
+    for (i = 0; i < 32; i++) {
+
+        if (aarProb[0][i] > 0.0f)
+            f0 = TRUE;
+
+        if (aarProb[1][i] > 0.0f)
+            f1 = TRUE;
+
+        if (aarGammonProb[0][i] > 0.0f)
+            f2 = TRUE;
+
+        if (aarGammonProb[1][i] > 0.0f)
+            f3 = TRUE;
+
+        if (f0 || f1 || f2 || f3) {
+            if (f0 && f1 && ((f2 && f3) || !pbc->fGammon) &&
+                aarProb[0][i] == 0.0f && aarProb[1][i] == 0.0f &&
+                ((aarGammonProb[0][i] == 0.0f && aarGammonProb[1][i] == 0.0f) || !pbc->fGammon))
+                break;
+
+            sprintf(sz = sz + strlen(sz),
+                    "%5u\t%7.3f\t%7.3f" "\t\t", i, aarProb[0][i] * 100.0f, aarProb[1][i] * 100.0f);
+
+            if (pbc->fGammon)
+                sprintf(sz = sz + strlen(sz),
+                        "%7.3f\t%7.3f\n", aarGammonProb[0][i] * 100.0f, aarGammonProb[1][i] * 100.0f);
+            else
+                sprintf(sz = sz + strlen(sz), "%-7.7s\t%-7.7s\n", _("n/a"), _("n/a"));
+
+
+        }
+    }
+
+    sz += sprintf(sz, "\n%s\n", _("Average rolls"));
+    sz += sprintf(sz, "%s\t\t\t\t%s\n", _("Bearing off"), _("Saving gammon"));
+    sz += sprintf(sz, "\t%s\t%s\t%s\t%s\n", _("Player"), _("Opponent"), _("Player"), _("Opponent"));
+
+    /* mean rolls */
+
+    sz += sprintf(sz, "%s\t%7.3f\t%7.3f\t\t", _("Mean"), ar[0][0], ar[1][0]);
+
+    if (pbc->fGammon)
+        sz += sprintf(sz, "%7.3f\t%7.3f\n", ar[0][2], ar[1][2]);
+    else
+        sz += sprintf(sz, "%-7.7s\t%-7.7s\n", _("n/a"), _("n/a"));
+
+    /* std. dev */
+
+    sz += sprintf(sz, "%s\t%7.3f\t%7.3f\t\t", _("Std dev"), ar[0][1], ar[1][1]);
+
+    if (pbc->fGammon)
+        sz += sprintf(sz, "%7.3f\t%7.3f\n", ar[0][3], ar[1][3]);
+    else
+        sz += sprintf(sz, "%-7.7s\t%-7.7s\n", _("n/a"), _("n/a"));
+
+
+    /* effective pip count */
+
+    PipCount(anBoard, anPips);
+
+    sz += sprintf(sz, "\n%s:\n", _("Effective pip count"));
+    sz += sprintf(sz, "\t%s\t%s\n", _("Player"), _("Opponent"));
+    sz += sprintf(sz, "%s\t%7.3f\t%7.3f\n%s\t%7.3f\t%7.3f\n\n", _("EPC"),
+                  ar[0][0] * x, ar[1][0] * x, _("Wastage"), ar[0][0] * x - (float) anPips[1],
+                  ar[1][0] * x - (float) anPips[0]);
+
+    sprintf(sz, "%s = %5.3f * %s\n%s = %s - %s\n\n",
+            _("EPC"), x, _("Average rolls"), _("Wastage"), _("EPC"), _("pips"));
+
+    return 0;
+
+}
+
+static int
+BearoffDumpHyper(const bearoffcontext * pbc, const TanBoard anBoard, char *sz)
+{
+    unsigned int nUs = PositionBearoff(anBoard[1], pbc->nPoints, pbc->nChequers);
+    unsigned int nThem = PositionBearoff(anBoard[0], pbc->nPoints, pbc->nChequers);
+    unsigned int n = Combination(pbc->nPoints + pbc->nChequers, pbc->nPoints);
+    unsigned int iPos = nUs * n + nThem;
+    float ar[4];
+    unsigned int i;
+    const char *aszEquity[] = {
+        N_("Owned cube"),
+        N_("Centered cube"),
+        N_("Centered cube (Jacoby rule)"),
+        N_("Opponent owns cube")
+    };
+
+    if (BearoffHyper(pbc, iPos, NULL, ar))
+        return -1;
+
+    sprintf(sz + strlen(sz), "%19s %14s\n%s %12u  %12u\n\n", _("Player"), _("Opponent"), _("Position"), nUs, nThem);
+
+    for (i = 0; i < 4; ++i)
+        sprintf(sz + strlen(sz), "%-30.30s: %+7.4f\n", gettext(aszEquity[i]), ar[i]);
+
+    return 0;
+}
+
+extern int
+BearoffDump(const bearoffcontext * pbc, const TanBoard anBoard, char *sz)
+{
+    g_return_val_if_fail(pbc, -1);
+
+    switch (pbc->bt) {
+    case BEAROFF_TWOSIDED:
+        return BearoffDumpTwoSided(pbc, anBoard, sz);
+    case BEAROFF_ONESIDED:
+        return BearoffDumpOneSided(pbc, anBoard, sz);
+    case BEAROFF_HYPERGAMMON:
+        return BearoffDumpHyper(pbc, anBoard, sz);
+    case BEAROFF_INVALID:
+    default:
+        g_warning(_("Invalid bearoff database type"));
+        return -1;
+    }
+}
+
+extern void
+BearoffClose(bearoffcontext * pbc)
+{
+    if (!pbc)
+        return;
+
+    if (pbc->pf)
+        fclose(pbc->pf);
+
+    if (pbc->map) {
+        g_mapped_file_unref(pbc->map);
+        pbc->p = NULL;
+    }
+
+    if (pbc->p)
+        free(pbc->p);
+
+    if (pbc->szFilename)
+        g_free(pbc->szFilename);
+
+    g_free(pbc);
+}
+
+static unsigned char *
+ReadIntoMemory(bearoffcontext * pbc)
+{
+    GError *error = NULL;
+    pbc->map = g_mapped_file_new(pbc->szFilename, FALSE, &error);
+    if (!pbc->map) {
+        g_printerr(_("%s: Failed to map bearoff database %s\n"), pbc->szFilename, error->message);
+        g_error_free(error);
+        return NULL;
+    }
+    pbc->p = (unsigned char *) g_mapped_file_get_contents(pbc->map);
+    return pbc->p;
+}
+
+/*
+ * Check whether this is a exact bearoff file
+ *
+ * The first long must be 73457356
+ * The second long must be 100
+ *
+ */
+
+static inline unsigned int
+MakeInt(unsigned char a, unsigned char b, unsigned char c, unsigned char d)
+{
+    return ((unsigned int) a |
+            (unsigned int) b << 8 |
+            (unsigned int) c << 16 |
+            (unsigned int) d << 24);
+}
+
+static void
+InvalidDb(bearoffcontext * pbc)
+{
+    if (errno) {
+        const char *fn = pbc->szFilename ? pbc->szFilename : "";
+        g_printerr("%s(%s): %s\n", _("Bearoff Database"), fn, g_strerror(errno));
+    }
+    BearoffClose(pbc);
+}
+
+/*
+ * Initialise bearoff database
+ *
+ * Input:
+ *   szFilename: the filename of the database to open
+ *
+ * Returns:
+ *   pointer to bearoff context on succes; NULL on error
+ *
+ * Garbage collect:
+ *   caller must free returned pointer if not NULL.
+ *
+ */
+extern bearoffcontext *
+BearoffInit(const char *szFilename, const unsigned int bo, void (*p) (unsigned int))
+{
+    bearoffcontext *pbc;
+    char sz[41];
+
+    pbc = g_new0(bearoffcontext, 1);
+
+    if (bo & BO_HEURISTIC) {
+        pbc->bt = BEAROFF_ONESIDED;
+        pbc->nPoints = HEURISTIC_P;
+        pbc->nChequers = HEURISTIC_C;
+        pbc->fHeuristic = TRUE;
+        pbc->p = HeuristicDatabase(p);
+        return pbc;
+    }
+
+    errno = 0;
+
+    if (!szFilename || !*szFilename) {
+        g_printerr("%s\n", _("No database filename provided"));
+        InvalidDb(pbc);
+        return NULL;
+    }
+    pbc->szFilename = g_strdup(szFilename);
+
+    if (!g_file_test(szFilename, G_FILE_TEST_IS_REGULAR)) {
+        /* fail silently */
+        errno = 0;
+        InvalidDb(pbc);
+        return NULL;
+    }
+
+
+    if ((pbc->pf = g_fopen(szFilename, "rb")) == 0) {
+        g_printerr("%s\n", _("Invalid or nonexistent database"));
+        InvalidDb(pbc);
+        return NULL;
+    }
+    /*
+     * Read header bearoff file
+     */
+
+    /* read header */
+
+    if (fread(sz, 1, 40, pbc->pf) < 40) {
+        g_printerr("%s\n", _("Database read failed"));
+        InvalidDb(pbc);
+        return NULL;
+    }
+
+    /* detect bearoff program */
+
+    if (strncmp(sz, "gnubg", 5) != 0) {
+        g_printerr("%s\n", _("Unknown bearoff database"));
+        InvalidDb(pbc);
+        return NULL;
+    }
+
+    /* one sided or two sided? */
+
+    if (!strncmp(sz + 6, "TS", 2))
+        pbc->bt = BEAROFF_TWOSIDED;
+    else if (!strncmp(sz + 6, "OS", 2))
+        pbc->bt = BEAROFF_ONESIDED;
+    else if (*(sz + 6) == 'H')
+        pbc->bt = BEAROFF_HYPERGAMMON;
+    else {
+        g_printerr("%s: %s\n (%s: '%2s')\n", szFilename, _("incomplete bearoff database"), _("illegal bearoff type"),
+                   sz + 6);
+        InvalidDb(pbc);
+        return NULL;
+    }
+
+    if (((bo & BO_MUST_BE_ONE_SIDED) && (pbc->bt != BEAROFF_ONESIDED))
+        || ((bo & BO_MUST_BE_TWO_SIDED) && (pbc->bt != BEAROFF_TWOSIDED))) {
+        g_printerr("%s: %s\n (%s: '%2s')\n", szFilename, _("incorrect bearoff database"), _("wrong bearoff type"),
+                   sz + 6);
+        InvalidDb(pbc);
+        return NULL;
+    }
+
+    if (pbc->bt == BEAROFF_TWOSIDED || pbc->bt == BEAROFF_ONESIDED) {
+
+        /* normal onesided or twosided bearoff database */
+
+        /* number of points */
+
+        pbc->nPoints = (unsigned) atoi(sz + 9);
+        if (pbc->nPoints < 1 || pbc->nPoints >= 24) {
+            g_printerr("%s: %s\n (%s: %u)\n", szFilename, _("incomplete bearoff database"),
+                       _("illegal number of points"), pbc->nPoints);
+            InvalidDb(pbc);
+            return NULL;
+        }
+
+        /* number of chequers */
+
+        pbc->nChequers = (unsigned) atoi(sz + 12);
+        if (pbc->nChequers < 1 || pbc->nChequers > 15) {
+            g_printerr("%s: %s\n (%s: %u)", szFilename, _("incomplete bearoff database"),
+                       _("illegal number of chequers"), pbc->nChequers);
+            InvalidDb(pbc);
+            return NULL;
+        }
+
+    } else {
+
+        /* hypergammon database */
+
+        pbc->nPoints = 25;
+        pbc->nChequers = (unsigned) atoi(sz + 7);
+
+    }
+    switch (pbc->bt) {
+    case BEAROFF_TWOSIDED:
+        /* options for two-sided dbs */
+        pbc->fCubeful = atoi(sz + 15);
+        break;
+    case BEAROFF_ONESIDED:
+        /* options for one-sided dbs */
+        pbc->fGammon = atoi(sz + 15);
+        pbc->fCompressed = atoi(sz + 17);
+        pbc->fND = atoi(sz + 19);
+        break;
+    case BEAROFF_HYPERGAMMON:
+    case BEAROFF_INVALID:
+    default:
+        break;
+    }
+
+    /*
+     * read database into memory if requested
+     */
+
+    if (bo & BO_IN_MEMORY) {
+        fclose(pbc->pf);
+        pbc->pf = NULL;
+        if ((ReadIntoMemory(pbc) == NULL))
+            if ((pbc->pf = g_fopen(szFilename, "rb")) == 0) {
+                g_printerr("%s\n", _("Invalid or nonexistent database"));
+                InvalidDb(pbc);
+                return NULL;
+            }
+    }
+
+    return pbc;
+}
+
+extern float
+fnd(const float x, const float mu, const float sigma)
+{
+
+    const float epsilon = 1.0e-7f;
+
+    if (sigma <= epsilon)
+        /* dirac delta function */
+        return (fabsf(mu - x) < epsilon) ? 1.0f : 0.0f;
+    else {
+
+        float xm = (x - mu) / sigma;
+
+        return 1.0f / (sigma * sqrtf(2.0f * F_PI)) * expf(-xm * xm / 2.0f);
+
+    }
+
+}
+
+
+
+static int
+ReadBearoffOneSidedND(const bearoffcontext * pbc,
+                      const unsigned int nPosID,
+                      float arProb[32], float arGammonProb[32],
+                      float *ar, unsigned short int ausProb[32], unsigned short int ausGammonProb[32])
+{
+
+    unsigned char ac[16];
+    float arx[4];
+    int i;
+    float r;
+
+    ReadBearoffFile(pbc, 40 + nPosID * 16, ac, 16);
+
+    memcpy(arx, ac, 16);
+
+    if (arProb || ausProb)
+        for (i = 0; i < 32; ++i) {
+            r = fnd((float) i, arx[0], arx[1]);
+            if (arProb)
+                arProb[i] = r;
+            if (ausProb)
+                ausProb[i] = (unsigned short) (r * 65535.0f);
+        }
+
+
+
+    if (arGammonProb || ausGammonProb)
+        for (i = 0; i < 32; ++i) {
+            r = fnd((float) i, arx[2], arx[3]);
+            if (arGammonProb)
+                arGammonProb[i] = r;
+            if (ausGammonProb)
+                ausGammonProb[i] = (unsigned short) (r * 65535.0f);
+        }
+
+    if (ar)
+        memcpy(ar, arx, 16);
+
+    return 0;
+
+}
+
+
+static void
+AssignOneSided(float arProb[32], float arGammonProb[32],
+               float ar[4],
+               unsigned short int ausProb[32],
+               unsigned short int ausGammonProb[32],
+               const unsigned short int ausProbx[32], const unsigned short int ausGammonProbx[32])
+{
+    if (ausProb)
+        memcpy(ausProb, ausProbx, 32 * sizeof(ausProb[0]));
+
+    if (ausGammonProb)
+        memcpy(ausGammonProb, ausGammonProbx, 32 * sizeof(ausGammonProbx[0]));
+
+    if (ar || arProb || arGammonProb) {
+        float arx[64];
+        int i;
+
+        for (i = 0; i < 32; ++i)
+            arx[i] = ausProbx[i] / 65535.0f;
+
+        for (i = 0; i < 32; ++i)
+            arx[32 + i] = ausGammonProbx[i] / 65535.0f;
+
+        if (arProb)
+            memcpy(arProb, arx, 32 * sizeof(float));
+        if (arGammonProb)
+            memcpy(arGammonProb, arx + 32, 32 * sizeof(float));
+        if (ar) {
+            AverageRolls(arx, ar);
+            AverageRolls(arx + 32, ar + 2);
+        }
+    }
+}
+
+
+static void
+CopyBytes(unsigned short int aus[64],
+          const unsigned char ac[128],
+          const unsigned int nz, const unsigned int ioff, const unsigned int nzg, const unsigned int ioffg)
+{
+
+    unsigned int i, j;
+
+    i = 0;
+    memset(aus, 0, 64 * sizeof(unsigned short int));
+    for (j = 0; j < nz; ++j, i += 2)
+        aus[ioff + j] = ac[i] | (unsigned short int) (ac[i + 1] << 8);
+
+    for (j = 0; j < nzg; ++j, i += 2)
+        aus[32 + ioffg + j] = (unsigned short int) (ac[i] | ac[i + 1] << 8);
+}
+
+static unsigned short int *
+GetDistCompressed(unsigned short int aus[64], const bearoffcontext * pbc, const unsigned int nPosID)
+{
+    unsigned char *puch;
+    unsigned char ac[128];
+    unsigned int iOffset;
+    unsigned int nBytes;
+    unsigned int ioff, nz, ioffg = 0, nzg = 0;
+    unsigned int nPos = Combination(pbc->nPoints + pbc->nChequers, pbc->nPoints);
+    unsigned int index_entry_size = pbc->fGammon ? 8 : 6;
+
+    /* find offsets and no. of non-zero elements */
+
+    if (pbc->p)
+        /* database is in memory */
+        puch = pbc->p + 40 + nPosID * index_entry_size;
+    else {
+        ReadBearoffFile(pbc, 40 + nPosID * index_entry_size, ac, index_entry_size);
+        puch = ac;
+    }
+
+    /* find offset */
+
+    iOffset = MakeInt(puch[0], puch[1], puch[2], puch[3]);
+
+    nz = puch[4];
+    ioff = puch[5];
+    if (pbc->fGammon) {
+        nzg = puch[6];
+        ioffg = puch[7];
+    }
+    /* Sanity checks */
+
+    if ((iOffset > 64 * nPos && 64 * nPos > 0) || nz > 32 || ioff > 32 || nzg > 32 || ioffg > 32) {
+        fprintf(stderr, _("The bearoff file '%s' is likely to be corrupted.\n"), pbc->szFilename);
+#if !defined(G_DISABLE_ASSERT)
+        fprintf(stderr,
+                "Offset %lu, dist size %u (offset %u), "
+                "gammon dist size %u (offset %u)\n", (unsigned long) iOffset, nz, ioff, nzg, ioffg);
+#endif
+        g_assert_not_reached();
+    }
+
+    /* read prob + gammon probs */
+
+    iOffset = 40                /* the header */
+        + nPos * index_entry_size       /* the offset data */
+        + 2 * iOffset;          /* offset to current position */
+
+    /* read values */
+
+    nBytes = 2 * (nz + nzg);
+
+    /* get distribution */
+
+    if (pbc->p)
+        /* from memory */
+        puch = pbc->p + iOffset;
+    else {
+        /* from disk */
+        ReadBearoffFile(pbc, iOffset, ac, nBytes);
+        puch = ac;
+
+    }
+
+    CopyBytes(aus, puch, nz, ioff, nzg, ioffg);
+
+    return aus;
+}
+
+static unsigned short int *
+GetDistUncompressed(unsigned short int aus[64], const bearoffcontext * pbc, const unsigned int nPosID)
+{
+    unsigned char ac[128];
+    unsigned char *puch;
+    unsigned int iOffset;
+
+    /* read from file */
+
+    iOffset = 40 + 64 * nPosID * (pbc->fGammon ? 2 : 1);
+
+    if (pbc->p)
+        /* from memory */
+        puch = pbc->p + iOffset;
+    else {
+        /* from disk */
+
+        ReadBearoffFile(pbc, iOffset, ac, pbc->fGammon ? 128 : 64);
+        puch = ac;
+    }
+
+    CopyBytes(aus, puch, 32, 0, 32, 0);
+
+    return aus;
+
+}
+
+
+static int
+ReadBearoffOneSidedExact(const bearoffcontext * pbc, const unsigned int nPosID,
+                         float arProb[32], float arGammonProb[32],
+                         float ar[4], unsigned short int ausProb[32], unsigned short int ausGammonProb[32])
+{
+    unsigned short int aus[64];
+    unsigned short int *pus = NULL;
+
+    /* get distribution */
+    if (pbc->fCompressed)
+        pus = GetDistCompressed(aus, pbc, nPosID);
+    else
+        pus = GetDistUncompressed(aus, pbc, nPosID);
+
+    if (!pus) {
+        printf(_("Error decoding one-sided bearoff database entry; position %u\n"), nPosID);
+        return -1;
+    }
+
+    AssignOneSided(arProb, arGammonProb, ar, ausProb, ausGammonProb, pus, pus + 32);
+
+    return 0;
+}
+
+extern int
+BearoffDist(const bearoffcontext * pbc, const unsigned int nPosID,
+            float arProb[32], float arGammonProb[32],
+            float ar[4], unsigned short int ausProb[32], unsigned short int ausGammonProb[32])
+{
+    g_return_val_if_fail(pbc, -1);
+    g_return_val_if_fail(pbc->bt == BEAROFF_ONESIDED, -1);
+    if (pbc->fND)
+        return ReadBearoffOneSidedND(pbc, nPosID, arProb, arGammonProb, ar, ausProb, ausGammonProb);
+    else
+        return ReadBearoffOneSidedExact(pbc, nPosID, arProb, arGammonProb, ar, ausProb, ausGammonProb);
+}
+
+extern int
+isBearoff(const bearoffcontext * pbc, const TanBoard anBoard)
+{
+    unsigned int i, nOppBack, nBack;
+    unsigned int n = 0, nOpp = 0;
+
+    if (!pbc)
+        return FALSE;
+
+    for (nOppBack = 24; nOppBack > 0; nOppBack--) {
+        if (anBoard[0][nOppBack])
+            break;
+    }
+    for (nBack = 24; nBack > 0; nBack--) {
+        if (anBoard[1][nBack])
+            break;
+    }
+    if (!anBoard[0][nOppBack] || !anBoard[1][nBack])
+        /* the game is over */
+        return FALSE;
+
+    if ((nBack + nOppBack > 22) && !(pbc->bt == BEAROFF_HYPERGAMMON))
+        /* contact position */
+        return FALSE;
+
+    for (i = 0; i <= nOppBack; ++i)
+        nOpp += anBoard[0][i];
+
+    for (i = 0; i <= nBack; ++i)
+        n += anBoard[1][i];
+
+    if (n <= pbc->nChequers && nOpp <= pbc->nChequers && nBack < pbc->nPoints && nOppBack < pbc->nPoints)
+        return TRUE;
+    else
+        return FALSE;
+}
diff --git a/engine/gnubg/bearoff.h b/engine/gnubg/bearoff.h
new file mode 100644
index 0000000..6d29c6c
--- /dev/null
+++ b/engine/gnubg/bearoff.h
@@ -0,0 +1,87 @@
+/*
+ * Copyright (C) 2002-2004 Joern Thyssen <jthyssen@dk.ibm.com>
+ * Copyright (C) 2003-2018 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#ifndef BEAROFF_H
+#define BEAROFF_H
+
+#include "gnubg-types.h"
+
+#include <glib.h>
+
+typedef enum {
+    BEAROFF_INVALID,
+    BEAROFF_ONESIDED,
+    BEAROFF_TWOSIDED,
+    BEAROFF_HYPERGAMMON
+} bearofftype;
+
+typedef struct {
+    bearofftype bt;             /* type of bearoff database */
+    unsigned int nPoints;       /* number of points covered by database */
+    unsigned int nChequers;     /* number of chequers for one-sided database */
+    /* one sided dbs */
+    int fCompressed;            /* is database compressed? */
+    int fGammon;                /* gammon probs included */
+    int fND;                    /* normal distribution instead of exact dist? */
+    int fHeuristic;             /* heuristic database? */
+    /* two sided dbs */
+    int fCubeful;               /* cubeful equities included */
+    FILE *pf;                   /* file pointer */
+    char *szFilename;           /* filename */
+    GMappedFile *map;
+    unsigned char *p;           /* pointer to data in memory */
+} bearoffcontext;
+
+enum bearoffoptions {
+    BO_NONE = 0,
+    BO_IN_MEMORY = 1,
+    BO_MUST_BE_ONE_SIDED = 2,
+    BO_MUST_BE_TWO_SIDED = 4,
+    BO_HEURISTIC = 8
+};
+
+extern bearoffcontext *BearoffInit(const char *szFilename, unsigned int bo, void (*p) (unsigned int));
+
+extern int
+ BearoffEval(const bearoffcontext * pbc, const TanBoard anBoard, float arOutput[]);
+
+extern void
+ BearoffStatus(const bearoffcontext * pbc, char *sz);
+
+extern int
+ BearoffDump(const bearoffcontext * pbc, const TanBoard anBoard, char *sz);
+
+extern int
+ BearoffDist(const bearoffcontext * pbc, unsigned int nPosID,
+            float arProb[32], float arGammonProb[32],
+            float ar[4], unsigned short int ausProb[32], unsigned short int ausGammonProb[32]);
+
+extern int
+ BearoffCubeful(const bearoffcontext * pbc, unsigned int iPos, float ar[4], unsigned short int aus[4]);
+
+extern void BearoffClose(bearoffcontext * pbc);
+
+extern int
+ isBearoff(const bearoffcontext * pbc, const TanBoard anBoard);
+
+extern float fnd(float x, float mu, float sigma);
+
+extern int
+ BearoffHyper(const bearoffcontext * pbc, unsigned int iPos, float arOutput[], float arEquity[]);
+
+#endif                          /* BEAROFF_H */
diff --git a/engine/gnubg/bearoffgammon.c b/engine/gnubg/bearoffgammon.c
new file mode 100644
index 0000000..0add418
--- /dev/null
+++ b/engine/gnubg/bearoffgammon.c
@@ -0,0 +1,7856 @@
+/*
+ * Copyright (C) 2000-2002 Joseph Heled <joseph@gnubg.org>
+ * Copyright (C) 2006-2019 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "config.h"
+#include "bearoffgammon.h"
+
+struct GroupInfo {
+    struct GammonProbs gDefault;
+    unsigned char *info;
+    unsigned int base;
+    unsigned int size;
+};
+
+static struct GammonProbs all[] = {
+    {0, 0, 0, 36},
+    {36, 0, 0, 35},
+    {35, 36, 0, 35},
+    {35, 35, 36, 35},
+    {72, 0, 0, 34},
+    {108, 0, 0, 33},
+    {107, 36, 0, 33},
+    {107, 35, 36, 33},
+    {106, 72, 0, 33},
+    {104, 144, 0, 33},
+    {103, 180, 0, 33},
+    {103, 179, 36, 33},
+    {103, 176, 144, 33},
+    {103, 174, 216, 33},
+    {103, 173, 252, 33},
+    {100, 288, 0, 33},
+    {100, 284, 144, 33},
+    {99, 312, 432, 33},
+    {99, 306, 648, 33},
+    {99, 305, 684, 33},
+    {144, 0, 0, 32},
+    {140, 144, 0, 32},
+    {138, 216, 0, 32},
+    {137, 248, 144, 32},
+    {136, 284, 144, 32},
+    {132, 424, 288, 32},
+    {130, 492, 432, 32},
+    {130, 484, 720, 32},
+    {128, 544, 1152, 32},
+    {128, 536, 1440, 32},
+    {128, 533, 1548, 32},
+    {128, 532, 1584, 32},
+    {128, 520, 2016, 32},
+    {128, 516, 2160, 32},
+    {128, 512, 2304, 32},
+    {180, 0, 0, 31},
+    {176, 144, 0, 31},
+    {175, 180, 0, 31},
+    {175, 174, 216, 31},
+    {175, 173, 252, 31},
+    {172, 288, 0, 31},
+    {171, 324, 0, 31},
+    {171, 312, 432, 31},
+    {171, 311, 468, 31},
+    {216, 0, 0, 30},
+    {212, 144, 0, 30},
+    {208, 288, 0, 30},
+    {200, 568, 288, 30},
+    {196, 704, 576, 30},
+    {196, 688, 1152, 30},
+    {196, 682, 1368, 30},
+    {196, 658, 2232, 30},
+    {196, 650, 2520, 30},
+    {192, 812, 1872, 30},
+    {192, 782, 2952, 30},
+    {192, 774, 3240, 30},
+    {242, 360, 0, 29},
+    {241, 396, 0, 29},
+    {241, 392, 144, 29},
+    {241, 391, 180, 29},
+    {238, 504, 0, 29},
+    {238, 502, 72, 29},
+    {232, 720, 0, 29},
+    {232, 704, 576, 29},
+    {231, 730, 936, 29},
+    {231, 729, 972, 29},
+    {231, 722, 1224, 29},
+    {231, 714, 1512, 29},
+    {231, 713, 1548, 29},
+    {230, 784, 288, 29},
+    {226, 916, 720, 29},
+    {226, 912, 864, 29},
+    {220, 1124, 1008, 29},
+    {221, 1044, 2592, 29},
+    {221, 1041, 2700, 29},
+    {220, 1108, 1584, 29},
+    {221, 1000, 4176, 29},
+    {221, 989, 4572, 29},
+    {219, 1104, 3024, 29},
+    {219, 1102, 3096, 29},
+    {219, 1086, 3672, 29},
+    {219, 1085, 3708, 29},
+    {288, 0, 0, 28},
+    {284, 144, 0, 28},
+    {283, 173, 252, 28},
+    {281, 243, 324, 28},
+    {280, 288, 0, 28},
+    {279, 305, 684, 28},
+    {276, 432, 0, 28},
+    {276, 416, 576, 28},
+    {268, 720, 0, 28},
+    {264, 848, 576, 28},
+    {260, 956, 1872, 28},
+    {260, 950, 2088, 28},
+    {260, 920, 3168, 28},
+    {260, 912, 3456, 28},
+    {244, 1528, 2016, 28},
+    {313, 391, 180, 27},
+    {310, 502, 72, 27},
+    {240, 1552, 6336, 28},
+    {240, 1480, 8928, 28},
+    {240, 1472, 9216, 28},
+    {304, 720, 0, 27},
+    {304, 704, 576, 27},
+    {303, 729, 972, 27},
+    {303, 722, 1224, 27},
+    {303, 714, 1512, 27},
+    {303, 713, 1548, 27},
+    {360, 0, 0, 26},
+    {287, 1229, 3708, 27},
+    {356, 144, 0, 26},
+    {348, 432, 0, 26},
+    {400, 1152, 0, 24},
+    {392, 1440, 0, 24},
+    {390, 1504, 288, 24},
+    {368, 2248, 2016, 24},
+    {368, 2212, 3312, 24},
+    {364, 2236, 7632, 24},
+    {364, 2224, 8064, 24},
+    {360, 2480, 4032, 24},
+    {360, 2472, 4320, 24},
+    {364, 2152, 10656, 24},
+    {364, 2144, 10944, 24},
+    {356, 2444, 10512, 24},
+    {356, 2442, 10584, 24},
+    {356, 2360, 13536, 24},
+    {356, 2352, 13824, 24},
+};
+
+static unsigned char x9[] = {
+    0,
+    4,
+    4,
+    5,
+    5,
+    9,
+    9,
+    10,
+    10,
+    13,
+    13,
+    14,
+    14,
+    14,
+};
+
+
+static unsigned char x10[] = {
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    3,
+    3,
+    3,
+};
+
+
+static unsigned char x11[] = {
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    1,
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+    1,
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+    1,
+    1,
+    1,
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+    1,
+    1,
+    1,
+    1,
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+    1,
+    1,
+    1,
+    1,
+    2,
+    0,
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+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    3,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    3,
+    3,
+};
+
+
+static unsigned char x17[] = {
+    0,
+    35,
+    35,
+    56,
+    58,
+    70,
+    71,
+    73,
+    74,
+    76,
+    76,
+    77,
+    77,
+    77,
+};
+
+
+static unsigned char x18[] = {
+    4,
+    20,
+    20,
+    45,
+    46,
+    47,
+    47,
+    49,
+    50,
+    51,
+    51,
+    52,
+    52,
+    52,
+};
+
+
+static unsigned char x19[] = {
+    0,
+    0,
+    4,
+    0,
+    4,
+    4,
+    0,
+    4,
+    4,
+    21,
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+    28,
+    0,
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+    28,
+    28,
+    32,
+    0,
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+    21,
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+    25,
+    28,
+    28,
+    32,
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+    25,
+    28,
+    28,
+    32,
+    32,
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+    0,
+    4,
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+    21,
+    25,
+    25,
+    28,
+    28,
+    32,
+    32,
+    34,
+    34,
+};
+
+
+static unsigned char x20[] = {
+    1,
+    5,
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+    22,
+    24,
+    26,
+    27,
+    29,
+    31,
+    33,
+    33,
+    34,
+    34,
+    34,
+};
+
+
+static unsigned char x21[] = {
+    0,
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+    5,
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+    8,
+    1,
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+    1,
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+    29,
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+    27,
+    29,
+    31,
+    33,
+    1,
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+    8,
+    22,
+    24,
+    26,
+    27,
+    29,
+    31,
+    33,
+    33,
+    1,
+    5,
+    8,
+    22,
+    24,
+    26,
+    27,
+    29,
+    31,
+    33,
+    33,
+    34,
+    1,
+    5,
+    8,
+    22,
+    24,
+    26,
+    27,
+    29,
+    31,
+    33,
+    33,
+    34,
+    34,
+};
+
+
+static unsigned char x22[] = {
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    0,
+    1,
+    0,
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+    0,
+    1,
+    1,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    0,
+    0,
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+    1,
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+    1,
+    2,
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+    1,
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+    2,
+    2,
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+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    0,
+    0,
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+    1,
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+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    0,
+    0,
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+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    3,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    3,
+    3,
+};
+
+
+static unsigned char x23[] = {
+    0,
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+    0,
+    0,
+    0,
+    0,
+    0,
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+    0,
+    0,
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+    2,
+    2,
+    2,
+    2,
+    3,
+};
+
+
+static unsigned char x25[] = {
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+    1,
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+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+};
+
+
+static unsigned char x26[] = {
+    0,
+    0,
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+    1,
+    1,
+    1,
+    1,
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+    3,
+    3,
+    3,
+};
+
+
+static unsigned char x27[] = {
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+
+static unsigned char x33[] = {
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+static unsigned char x34[] = {
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+};
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+static unsigned char x35[] = {
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+
+static unsigned char x36[] = {
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+static unsigned char x37[] = {
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+};
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+
+static unsigned char x38[] = {
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+static unsigned char x39[] = {
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+static unsigned char x40[] = {
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+static unsigned char x41[] = {
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+
+
+static unsigned char x42[] = {
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+
+
+static unsigned char x43[] = {
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+static unsigned char x48[] = {
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+static unsigned char x49[] = {
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+static unsigned char x50[] = {
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+static unsigned char x51[] = {
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+static unsigned char x52[] = {
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+
+
+static unsigned char x53[] = {
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+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    0,
+    0,
+    0,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+};
+
+static struct GroupInfo info[63] = {
+    /*  1 100000 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  2 010000 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  3 110000 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  4 001000 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  5 101000 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  6 011000 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  7 111000 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  8 000100 */
+    {{175, 173, 252, 31}, 0, 0, 0},
+    /*  9 100100 */
+    {{0, 0, 0, 0}, x9, 91, 14},
+    /*  10 010100 */
+    {{0, 0, 0, 0}, x10, 91, 14},
+    /*  11 110100 */
+    {{0, 0, 0, 0}, x11, 364, 91},
+    /*  12 001100 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  13 101100 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  14 011100 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  15 111100 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  16 000010 */
+    {{397, 1127, 4788, 24}, 0, 0, 0},
+    /*  17 100010 */
+    {{0, 0, 0, 0}, x17, 91, 14},
+    /*  18 010010 */
+    {{0, 0, 0, 0}, x18, 91, 14},
+    /*  19 110010 */
+    {{0, 0, 0, 0}, x19, 364, 91},
+    /*  20 001010 */
+    {{0, 0, 0, 0}, x20, 91, 14},
+    /*  21 101010 */
+    {{0, 0, 0, 0}, x21, 364, 91},
+    /*  22 011010 */
+    {{0, 0, 0, 0}, x22, 364, 91},
+    /*  23 111010 */
+    {{0, 0, 0, 0}, x23, 1001, 364},
+    /*  24 000110 */
+    {{107, 35, 36, 33}, 0, 0, 0},
+    /*  25 100110 */
+    {{0, 0, 0, 0}, x25, 364, 91},
+    /*  26 010110 */
+    {{0, 0, 0, 0}, x26, 364, 91},
+    /*  27 110110 */
+    {{0, 0, 0, 0}, x27, 1001, 364},
+    /*  28 001110 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  29 101110 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  30 011110 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  31 111110 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  32 000001 */
+    {{583, 3203, 15588, 17}, 0, 0, 0},
+    /*  33 100001 */
+    {{0, 0, 0, 0}, x33, 91, 14},
+    /*  34 010001 */
+    {{0, 0, 0, 0}, x34, 91, 14},
+    /*  35 110001 */
+    {{0, 0, 0, 0}, x35, 364, 91},
+    /*  36 001001 */
+    {{0, 0, 0, 0}, x36, 91, 14},
+    /*  37 101001 */
+    {{0, 0, 0, 0}, x37, 364, 91},
+    /*  38 011001 */
+    {{0, 0, 0, 0}, x38, 364, 91},
+    /*  39 111001 */
+    {{0, 0, 0, 0}, x39, 1001, 364},
+    /*  40 000101 */
+    {{0, 0, 0, 0}, x40, 91, 14},
+    /*  41 100101 */
+    {{0, 0, 0, 0}, x41, 364, 91},
+    /*  42 010101 */
+    {{0, 0, 0, 0}, x42, 364, 91},
+    /*  43 110101 */
+    {{0, 0, 0, 0}, x43, 1001, 364},
+    /*  44 001101 */
+    {{0, 0, 0, 0}, x44, 364, 91},
+    /*  45 101101 */
+    {{0, 0, 0, 0}, x45, 1001, 364},
+    /*  46 011101 */
+    {{0, 0, 0, 0}, x46, 1001, 364},
+    /*  47 111101 */
+    {{0, 0, 0, 0}, x47, 2002, 1001},
+    /*  48 000011 */
+    {{0, 0, 0, 0}, x48, 91, 14},
+    /*  49 100011 */
+    {{0, 0, 0, 0}, x49, 364, 91},
+    /*  50 010011 */
+    {{0, 0, 0, 0}, x50, 364, 91},
+    /*  51 110011 */
+    {{0, 0, 0, 0}, x51, 1001, 364},
+    /*  52 001011 */
+    {{0, 0, 0, 0}, x52, 364, 91},
+    /*  53 101011 */
+    {{0, 0, 0, 0}, x53, 1001, 364},
+    /*  54 011011 */
+    {{0, 0, 0, 0}, x54, 1001, 364},
+    /*  55 111011 */
+    {{0, 0, 0, 0}, x55, 2002, 1001},
+    /*  56 000111 */
+    {{72, 0, 0, 34}, 0, 0, 0},
+    /*  57 100111 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  58 010111 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  59 110111 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  60 001111 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  61 101111 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  62 011111 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+    /*  63 111111 */
+    {{0, 0, 0, 36}, 0, 0, 0},
+};
+
+#include <glib.h>
+#include "positionid.h"
+
+extern struct GammonProbs *
+getBearoffGammonProbs(const unsigned int board[6])
+{
+    int group = 0;
+    int i;
+    struct GroupInfo *in;
+
+    for (i = 5; i >= 0; --i) {
+        if (board[i] > 0)
+            group += (0x1 << i);
+    }
+
+    g_assert(group > 0);
+// cppcheck-suppress negativeIndex
+    in = &info[group - 1];
+    if (!in->info) {
+        return &in->gDefault;
+    }
+
+    {
+        unsigned int grpSize = 0;
+        unsigned int b1[6] = { 0 };
+        unsigned int k;
+        unsigned short index;
+
+        for (k = 0; k < 6; ++k) {
+            if ((group & (0x1 << k))) {
+                g_assert(board[k] > 0);
+                b1[grpSize] = board[k] - 1;
+                grpSize++;
+            }
+        }
+
+        index = PositionIndex(grpSize, b1);
+
+        g_assert(index >= in->base && index - in->base < in->size);
+        g_assert(in->info[index - in->base] < sizeof(all) / sizeof(all[0]));
+
+        return &all[in->info[index - in->base]];
+    }
+}
+
+/* race BG part */
+
+static long ya1[6][RBG_NPROBS] = {
+    {36, 0, 0, 0, 0,},
+    {36, 0, 0, 0, 0,},
+    {6, 1080, 0, 0, 0,},
+    {6, 1080, 0, 0, 0,},
+    {0, 396, 32400, 0, 0,},
+    {0, 396, 32400, 0, 0,},
+};
+
+static long ya2[6][RBG_NPROBS] = {
+    {36, 0, 0, 0, 0,},
+    {26, 360, 0, 0, 0,},
+    {5, 1116, 0, 0, 0,},
+    {5, 596, 18720, 0, 0,},
+    {0, 335, 33596, 36000, 0,},
+    {0, 235, 17666, 739080, 0,},
+};
+
+static long ya3[15][RBG_NPROBS] = {
+    {36, 0, 0, 0, 0,},
+    {6, 1080, 0, 0, 0,},
+    {5, 1116, 0, 0, 0,},
+    {5, 1116, 0, 0, 0,},
+    {5, 1116, 0, 0, 0,},
+    {5, 1016, 3600, 0, 0,},
+    {0, 396, 32400, 0, 0,},
+    {0, 396, 32400, 0, 0,},
+    {0, 376, 33120, 0, 0,},
+    {0, 335, 34596, 0, 0,},
+    {0, 396, 32400, 0, 0,},
+    {0, 376, 33120, 0, 0,},
+    {0, 335, 34596, 0, 0,},
+    {0, 335, 33596, 36000, 0,},
+    {0, 335, 27296, 262800, 0,},
+};
+
+static long ya4[6][RBG_NPROBS] = {
+    {36, 0, 0, 0, 0,},
+    {17, 684, 0, 0, 0,},
+    {4, 999, 5508, 0, 0,},
+    {4, 297, 30082, 25128, 0,},
+    {0, 272, 24281, 450484, 90144,},
+    {0, 120, 11765, 983521, 4213260,},
+};
+
+static long ya5[15][RBG_NPROBS] = {
+    {34, 72, 0, 0, 0,},
+    {5, 1116, 0, 0, 0,},
+    {4, 1148, 144, 0, 0,},
+    {4, 1148, 144, 0, 0,},
+    {4, 1080, 2592, 0, 0,},
+    {4, 739, 14860, 288, 0,},
+    {0, 396, 32400, 0, 0,},
+    {0, 371, 33292, 288, 0,},
+    {0, 298, 35716, 7632, 0,},
+    {0, 272, 34033, 101900, 576,},
+    {0, 388, 32680, 288, 0,},
+    {0, 322, 34856, 7488, 0,},
+    {0, 272, 34794, 74504, 576,},
+    {0, 272, 27197, 346480, 55152,},
+    {0, 256, 15488, 772640, 634752,},
+};
+
+static long ya6[15][RBG_NPROBS] = {
+    {25, 396, 0, 0, 0,},
+    {5, 1112, 144, 0, 0,},
+    {4, 1112, 1440, 0, 0,},
+    {4, 631, 18756, 0, 0,},
+    {4, 615, 19324, 288, 0,},
+    {4, 523, 22528, 4176, 0,},
+    {0, 333, 33656, 36432, 0,},
+    {0, 322, 33854, 43560, 0,},
+    {0, 297, 33393, 92540, 576,},
+    {0, 272, 30181, 240284, 10944,},
+    {0, 233, 17737, 739100, 576,},
+    {0, 217, 18281, 739964, 10944,},
+    {0, 192, 18895, 747036, 127008,},
+    {0, 192, 17551, 782404, 595584,},
+    {0, 184, 14192, 886751, 1565604,},
+};
+
+static long ya7[20][RBG_NPROBS] = {
+    {5, 1116, 0, 0, 0,},
+    {4, 1148, 144, 0, 0,},
+    {4, 1048, 3744, 0, 0,},
+    {4, 999, 5508, 0, 0,},
+    {0, 392, 32544, 0, 0,},
+    {0, 375, 33156, 0, 0,},
+    {0, 355, 33868, 288, 0,},
+    {0, 335, 34588, 288, 0,},
+    {0, 331, 34624, 4176, 0,},
+    {0, 297, 35266, 25128, 0,},
+    {0, 371, 33292, 288, 0,},
+    {0, 331, 34732, 288, 0,},
+    {0, 298, 35716, 7632, 0,},
+    {0, 331, 33728, 36432, 0,},
+    {0, 297, 34754, 43560, 0,},
+    {0, 272, 34033, 101900, 576,},
+    {0, 330, 27470, 263016, 0,},
+    {0, 297, 28537, 267356, 576,},
+    {0, 272, 28421, 303644, 10944,},
+    {0, 272, 24281, 450484, 90144,},
+};
+
+static long ya8[6][RBG_NPROBS] = {
+    {34, 72, 0, 0, 0,},
+    {11, 880, 720, 0, 0,},
+    {3, 751, 15482, 9000, 0,},
+    {3, 163, 30547, 225808, 104400,},
+    {0, 195, 14249, 822591, 3288276,},
+    {0, 57, 8951, 767859, 18563364,},
+};
+
+static long ya9[15][RBG_NPROBS] = {
+    {29, 252, 0, 0, 0,},
+    {5, 1116, 0, 0, 0,},
+    {3, 1115, 2628, 0, 0,},
+    {3, 1146, 1512, 0, 0,},
+    {3, 899, 10284, 4320, 0,},
+    {3, 452, 25549, 34076, 576,},
+    {0, 392, 32544, 0, 0,},
+    {0, 333, 34408, 9360, 0,},
+    {0, 236, 35179, 106580, 26496,},
+    {0, 207, 27064, 426011, 397044,},
+    {0, 357, 33552, 9072, 0,},
+    {0, 249, 35142, 91080, 25920,},
+    {0, 207, 28985, 359990, 284184,},
+    {0, 207, 16674, 753203, 2083572,},
+    {0, 165, 8770, 941530, 7506936,},
+};
+
+static long ya10[15][RBG_NPROBS] = {
+    {23, 468, 0, 0, 0,},
+    {5, 1086, 1080, 0, 0,},
+    {3, 1043, 5212, 288, 0,},
+    {3, 659, 19036, 288, 0,},
+    {3, 583, 21510, 9720, 0,},
+    {3, 368, 27767, 62980, 4608,},
+    {0, 325, 33734, 43992, 0,},
+    {0, 289, 33359, 103644, 18144,},
+    {0, 235, 30691, 266808, 121392,},
+    {0, 207, 23831, 532351, 758772,},
+    {0, 223, 18071, 739532, 18720,},
+    {0, 175, 19349, 750336, 212976,},
+    {0, 147, 18301, 802935, 983988,},
+    {0, 147, 13709, 895395, 3606660,},
+    {0, 129, 9184, 920983, 9389700,},
+};
+
+static long ya11[20][RBG_NPROBS] = {
+    {5, 1112, 144, 0, 0,},
+    {3, 1144, 1584, 0, 0,},
+    {3, 1055, 4788, 0, 0,},
+    {3, 857, 11792, 4464, 0,},
+    {0, 385, 32796, 0, 0,},
+    {0, 371, 33292, 288, 0,},
+    {0, 321, 34738, 13032, 0,},
+    {0, 335, 34472, 4464, 0,},
+    {0, 308, 34657, 32780, 576,},
+    {0, 235, 34181, 143452, 39168,},
+    {0, 345, 33984, 9072, 0,},
+    {0, 309, 35268, 9504, 0,},
+    {0, 236, 35555, 93060, 25920,},
+    {0, 309, 34282, 45000, 0,},
+    {0, 235, 34783, 122124, 26784,},
+    {0, 207, 28547, 375536, 292176,},
+    {0, 307, 28169, 267628, 1152,},
+    {0, 235, 29373, 316128, 54000,},
+    {0, 207, 25276, 488623, 460260,},
+    {0, 207, 15791, 778381, 2321532,},
+};
+
+static long ya12[15][RBG_NPROBS] = {
+    {17, 680, 144, 0, 0,},
+    {4, 983, 6076, 288, 0,},
+    {3, 923, 9488, 1872, 0,},
+    {3, 333, 29949, 29900, 576,},
+    {3, 331, 29167, 60532, 4608,},
+    {3, 283, 29081, 125244, 25920,},
+    {0, 263, 24605, 449718, 117720,},
+    {0, 245, 24912, 457129, 292860,},
+    {0, 222, 23475, 526367, 735732,},
+    {0, 207, 19394, 669443, 1573812,},
+    {0, 120, 11720, 984849, 4223772,},
+    {0, 108, 11969, 985331, 4443588,},
+    {0, 93, 12122, 963477, 5731884,},
+    {0, 93, 11334, 906514, 8803800,},
+    {0, 93, 9540, 858470, 12858408,},
+};
+
+static long ya13[20][RBG_NPROBS] = {
+    {4, 1132, 720, 0, 0,},
+    {3, 1091, 3484, 288, 0,},
+    {3, 775, 14808, 2160, 0,},
+    {3, 715, 16754, 9864, 0,},
+    {0, 367, 33436, 288, 0,},
+    {0, 296, 35680, 11504, 576,},
+    {0, 284, 35649, 28172, 576,},
+    {0, 268, 34079, 105284, 5760,},
+    {0, 252, 33761, 136812, 29376,},
+    {0, 222, 32167, 230992, 104400,},
+    {0, 309, 35114, 15032, 576,},
+    {0, 259, 35139, 78796, 5472,},
+    {0, 223, 34893, 133328, 40752,},
+    {0, 258, 27701, 345954, 74088,},
+    {0, 222, 28523, 359568, 198288,},
+    {0, 207, 25658, 472035, 562356,},
+    {0, 246, 15840, 772067, 665748,},
+    {0, 210, 17074, 766333, 952524,},
+    {0, 195, 16968, 761467, 1964916,},
+    {0, 195, 13487, 839379, 3671460,},
+};
+
+static long ya14[20][RBG_NPROBS] = {
+    {4, 1089, 2268, 0, 0,},
+    {3, 647, 19404, 2592, 0,},
+    {3, 559, 22396, 8928, 0,},
+    {3, 527, 23025, 27740, 576,},
+    {0, 313, 34013, 49484, 576,},
+    {0, 293, 33443, 95796, 5184,},
+    {0, 277, 32921, 134556, 32832,},
+    {0, 267, 30329, 241000, 26640,},
+    {0, 252, 30183, 263560, 103536,},
+    {0, 222, 28408, 360893, 299628,},
+    {0, 211, 18473, 740252, 31680,},
+    {0, 186, 19069, 747694, 157752,},
+    {0, 162, 19534, 758017, 303228,},
+    {0, 185, 17752, 783317, 628812,},
+    {0, 162, 18254, 788219, 874836,},
+    {0, 147, 17470, 814155, 1657044,},
+    {0, 180, 14314, 886931, 1587636,},
+    {0, 155, 15088, 882887, 1896516,},
+    {0, 141, 14977, 868919, 3196404,},
+    {0, 141, 12630, 886913, 5590332,},
+};
+
+static long ya15[15][RBG_NPROBS] = {
+    {3, 1019, 6076, 288, 0,},
+    {0, 355, 33824, 1872, 0,},
+    {0, 331, 34492, 8928, 0,},
+    {0, 297, 35133, 29900, 576,},
+    {0, 284, 34771, 59668, 4608,},
+    {0, 285, 35948, 16112, 576,},
+    {0, 284, 35025, 50636, 576,},
+    {0, 259, 34403, 105284, 5760,},
+    {0, 222, 34305, 155740, 42624,},
+    {0, 283, 28939, 270876, 6048,},
+    {0, 258, 28885, 304624, 27504,},
+    {0, 222, 29275, 334920, 111024,},
+    {0, 258, 24785, 449718, 117720,},
+    {0, 221, 25756, 457849, 292860,},
+    {0, 207, 23447, 546031, 763956,},
+};
+
+static long ya16[6][RBG_NPROBS] = {
+    {31, 180, 0, 0, 0,},
+    {6, 975, 3772, 288, 0,},
+    {2, 466, 25089, 78660, 18144,},
+    {2, 84, 23554, 584297, 1627164,},
+    {0, 116, 6951, 880249, 14356620,},
+    {0, 18, 6042, 425561, 36475740,},
+};
+
+static long ya17[15][RBG_NPROBS] = {
+    {23, 468, 0, 0, 0,},
+    {4, 1148, 144, 0, 0,},
+    {2, 995, 8200, 1584, 0,},
+    {2, 1066, 5688, 0, 0,},
+    {2, 603, 22062, 10568, 576,},
+    {2, 205, 32081, 163840, 67248,},
+    {0, 383, 32860, 288, 0,},
+    {0, 254, 35419, 75284, 2304,},
+    {0, 154, 29734, 402111, 269892,},
+    {0, 140, 15913, 828583, 3482100,},
+    {0, 296, 34104, 68256, 0,},
+    {0, 164, 30562, 363296, 127584,},
+    {0, 136, 17946, 801264, 2017440,},
+    {0, 120, 7889, 1002899, 8538948,},
+    {0, 70, 5652, 775017, 21974652,},
+};
+
+static long ya18[15][RBG_NPROBS] = {
+    {19, 608, 144, 0, 0,},
+    {4, 1065, 3132, 0, 0,},
+    {2, 884, 12012, 8208, 0,},
+    {2, 655, 20336, 5328, 0,},
+    {2, 444, 26523, 55852, 7200,},
+    {2, 189, 30326, 243663, 214596,},
+    {0, 304, 33253, 88380, 5184,},
+    {0, 224, 30938, 271784, 135360,},
+    {0, 153, 24544, 564925, 1181484,},
+    {0, 140, 14007, 849405, 5202684,},
+    {0, 193, 18775, 748820, 171648,},
+    {0, 117, 18938, 811339, 1255572,},
+    {0, 100, 13699, 913601, 5157036,},
+    {0, 92, 7775, 917424, 13070160,},
+    {0, 62, 5739, 706619, 24697476,},
+};
+
+static long ya19[20][RBG_NPROBS] = {
+    {4, 1130, 792, 0, 0,},
+    {2, 1063, 5796, 0, 0,},
+    {2, 991, 8364, 864, 0,},
+    {2, 587, 22351, 20884, 1152,},
+    {0, 371, 33292, 288, 0,},
+    {0, 357, 33712, 3312, 0,},
+    {0, 246, 35383, 86828, 6624,},
+    {0, 327, 34262, 22392, 0,},
+    {0, 237, 34453, 131064, 39312,},
+    {0, 152, 28396, 445719, 527364,},
+    {0, 288, 34388, 68400, 0,},
+    {0, 260, 35352, 69984, 0,},
+    {0, 158, 30668, 367220, 128880,},
+    {0, 259, 34481, 102492, 5184,},
+    {0, 157, 30147, 385270, 200952,},
+    {0, 140, 17532, 803268, 2295216,},
+    {0, 257, 28879, 305844, 38016,},
+    {0, 155, 26546, 508717, 517068,},
+    {0, 140, 16334, 823115, 3133332,},
+    {0, 124, 7589, 978016, 9636912,},
+};
+
+static long ya20[15][RBG_NPROBS] = {
+    {14, 776, 576, 0, 0,},
+    {4, 913, 8552, 1872, 0,},
+    {2, 767, 15983, 16868, 576,},
+    {2, 360, 29605, 53820, 5184,},
+    {2, 300, 28857, 156860, 64512,},
+    {2, 176, 27944, 340841, 409788,},
+    {0, 243, 24528, 474225, 268380,},
+    {0, 198, 22633, 576764, 1132416,},
+    {0, 150, 18321, 737255, 3182580,},
+    {0, 140, 12063, 859951, 7342452,},
+    {0, 108, 11969, 977637, 4720572,},
+    {0, 76, 12092, 946693, 7168140,},
+    {0, 64, 10674, 863340, 12566448,},
+    {0, 64, 7844, 761133, 19913580,},
+    {0, 52, 6032, 616407, 28031940,},
+};
+
+static long ya21[20][RBG_NPROBS] = {
+    {4, 1099, 1908, 0, 0,},
+    {2, 1019, 7348, 1152, 0,},
+    {2, 751, 16778, 9000, 0,},
+    {2, 520, 23769, 56524, 6336,},
+    {0, 342, 34202, 5112, 0,},
+    {0, 292, 35133, 36292, 3744,},
+    {0, 225, 34874, 131282, 45720,},
+    {0, 268, 32812, 150088, 34848,},
+    {0, 220, 30222, 298601, 284508,},
+    {0, 150, 25691, 530366, 1079064,},
+    {0, 262, 35170, 73880, 2304,},
+    {0, 222, 34976, 132004, 27504,},
+    {0, 154, 30031, 392356, 236160,},
+    {0, 220, 28078, 378260, 195408,},
+    {0, 151, 25786, 529760, 931104,},
+    {0, 140, 16413, 821065, 3104748,},
+    {0, 210, 16875, 771659, 1018692,},
+    {0, 140, 17488, 793184, 2715264,},
+    {0, 132, 12957, 858233, 6618924,},
+    {0, 128, 6962, 908191, 12776580,},
+};
+
+static long ya22[20][RBG_NPROBS] = {
+    {4, 1035, 4204, 288, 0,},
+    {2, 642, 20738, 7704, 0,},
+    {2, 555, 23523, 20180, 576,},
+    {2, 410, 27049, 80676, 18144,},
+    {0, 290, 33665, 91628, 7488,},
+    {0, 275, 33057, 132372, 28512,},
+    {0, 212, 30778, 291535, 191556,},
+    {0, 253, 29938, 271332, 94608,},
+    {0, 208, 27684, 401077, 444492,},
+    {0, 151, 23054, 608233, 1646748,},
+    {0, 184, 19038, 750756, 181008,},
+    {0, 164, 19390, 761061, 286956,},
+    {0, 113, 18750, 820147, 1368756,},
+    {0, 164, 17961, 797571, 824580,},
+    {0, 111, 17708, 838828, 2139984,},
+    {0, 100, 13209, 915715, 5715972,},
+    {0, 158, 14796, 886873, 1991484,},
+    {0, 106, 15120, 886295, 4018500,},
+    {0, 96, 12026, 896601, 8123868,},
+    {0, 92, 7533, 877093, 14835708,},
+};
+
+static long ya23[15][RBG_NPROBS] = {
+    {2, 963, 9344, 1872, 0,},
+    {0, 331, 34550, 6840, 0,},
+    {0, 311, 34757, 25292, 576,},
+    {0, 292, 34669, 52956, 5184,},
+    {0, 225, 34049, 160400, 66672,},
+    {0, 242, 35841, 75644, 2304,},
+    {0, 242, 34959, 107252, 7488,},
+    {0, 222, 34300, 156216, 31968,},
+    {0, 153, 29610, 407273, 291420,},
+    {0, 240, 29401, 308924, 43776,},
+    {0, 220, 29234, 339556, 90576,},
+    {0, 151, 26258, 521963, 600084,},
+    {0, 220, 25312, 475809, 268380,},
+    {0, 149, 23843, 596484, 1140480,},
+    {0, 140, 15529, 836357, 3699900,},
+};
+
+static long ya24[15][RBG_NPROBS] = {
+    {10, 887, 1764, 0, 0,},
+    {3, 719, 16407, 17156, 576,},
+    {2, 641, 19951, 37220, 4032,},
+    {2, 194, 30182, 243319, 180324,},
+    {2, 185, 28264, 318235, 388980,},
+    {2, 143, 26206, 434497, 830268,},
+    {0, 183, 14564, 820763, 3505716,},
+    {0, 160, 14565, 819849, 4610412,},
+    {0, 136, 13405, 831119, 6827796,},
+    {0, 132, 10367, 861740, 9849312,},
+    {0, 55, 8811, 772043, 18687492,},
+    {0, 47, 8633, 762062, 19650744,},
+    {0, 40, 8204, 717461, 22138956,},
+    {0, 40, 7232, 643295, 26068644,},
+    {0, 36, 6082, 562587, 30651156,},
+};
+
+static long ya25[20][RBG_NPROBS] = {
+    {3, 1079, 3916, 288, 0,},
+    {2, 887, 11834, 10728, 0,},
+    {2, 476, 25507, 51044, 4032,},
+    {2, 402, 27073, 90180, 18144,},
+    {0, 318, 34810, 14312, 576,},
+    {0, 232, 34908, 121056, 43200,},
+    {0, 200, 34336, 181552, 99648,},
+    {0, 200, 26978, 434919, 514404,},
+    {0, 176, 26107, 485813, 930780,},
+    {0, 147, 23378, 600873, 1678428,},
+    {0, 221, 35079, 128568, 64368,},
+    {0, 182, 29423, 372592, 429264,},
+    {0, 148, 27194, 487861, 754668,},
+    {0, 176, 17571, 762085, 2047644,},
+    {0, 139, 17798, 786039, 2617380,},
+    {0, 132, 14067, 884661, 4228956,},
+    {0, 152, 9103, 939942, 7739064,},
+    {0, 113, 10135, 926300, 8712288,},
+    {0, 100, 9481, 906351, 10884564,},
+    {0, 100, 6941, 887101, 14869404,},
+};
+
+static long ya26[20][RBG_NPROBS] = {
+    {3, 985, 7264, 1584, 0,},
+    {2, 595, 21997, 23276, 576,},
+    {2, 395, 27547, 82204, 17568,},
+    {2, 340, 27770, 144132, 65232,},
+    {0, 269, 33277, 131568, 52272,},
+    {0, 226, 30426, 285363, 216756,},
+    {0, 195, 28399, 389959, 524628,},
+    {0, 196, 23900, 538799, 950436,},
+    {0, 173, 22617, 594924, 1665792,},
+    {0, 146, 19382, 710497, 2957436,},
+    {0, 159, 19533, 759847, 378612,},
+    {0, 133, 18457, 807913, 1255788,},
+    {0, 107, 17761, 834132, 2426976,},
+    {0, 133, 14018, 894693, 3884652,},
+    {0, 105, 14160, 885933, 5322348,},
+    {0, 100, 11603, 903632, 8232336,},
+    {0, 120, 9386, 919460, 9602640,},
+    {0, 92, 9959, 897073, 10972332,},
+    {0, 88, 9081, 845101, 14167836,},
+    {0, 88, 6944, 797786, 18640728,},
+};
+
+static long ya27[15][RBG_NPROBS] = {
+    {2, 850, 13146, 11448, 0,},
+    {0, 310, 34855, 23044, 1152,},
+    {0, 296, 34455, 55420, 7200,},
+    {0, 232, 33661, 164996, 77472,},
+    {0, 200, 32377, 248703, 221076,},
+    {0, 209, 35429, 131512, 64656,},
+    {0, 208, 34703, 158780, 70560,},
+    {0, 182, 29012, 387017, 442620,},
+    {0, 147, 26918, 497879, 798372,},
+    {0, 207, 29618, 341130, 142776,},
+    {0, 181, 25868, 495979, 641268,},
+    {0, 146, 24254, 583029, 1232172,},
+    {0, 180, 16617, 776622, 2574072,},
+    {0, 142, 16946, 792561, 3346812,},
+    {0, 136, 13415, 872781, 5315004,},
+};
+
+static long ya28[20][RBG_NPROBS] = {
+    {3, 876, 11070, 5832, 0,},
+    {2, 355, 29081, 78820, 17568,},
+    {2, 312, 28766, 144712, 59904,},
+    {2, 268, 28254, 217343, 161604,},
+    {0, 227, 24896, 477159, 432324,},
+    {0, 209, 23554, 535275, 919188,},
+    {0, 185, 22006, 601857, 1648188,},
+    {0, 194, 19630, 671532, 1799280,},
+    {0, 172, 18904, 699721, 2751804,},
+    {0, 145, 16482, 774441, 4460508,},
+    {0, 100, 12078, 980097, 4863996,},
+    {0, 87, 12104, 965251, 5971284,},
+    {0, 71, 11891, 942537, 7811532,},
+    {0, 87, 11301, 910749, 8974044,},
+    {0, 70, 11128, 900933, 10344780,},
+    {0, 64, 10008, 845763, 14062356,},
+    {0, 87, 9602, 858987, 13039380,},
+    {0, 70, 9669, 843115, 14317092,},
+    {0, 64, 8948, 788345, 17503164,},
+    {0, 64, 7347, 721049, 22000716,},
+};
+
+static long ya29[15][RBG_NPROBS] = {
+    {2, 711, 17893, 20684, 576,},
+    {0, 277, 35301, 49644, 5184,},
+    {0, 250, 32889, 169600, 72432,},
+    {0, 216, 31766, 251079, 180900,},
+    {0, 191, 29823, 346777, 420300,},
+    {0, 196, 34817, 169610, 92808,},
+    {0, 195, 28619, 387703, 320724,},
+    {0, 180, 26178, 483327, 741636,},
+    {0, 147, 24325, 575456, 1366128,},
+    {0, 185, 17665, 769685, 1232316,},
+    {0, 172, 17499, 767034, 2149416,},
+    {0, 137, 17091, 792659, 3388644,},
+    {0, 172, 14184, 836845, 3932460,},
+    {0, 137, 14526, 834307, 5213556,},
+    {0, 132, 11813, 863857, 7899084,},
+};
+
+static long ya30[15][RBG_NPROBS] = {
+    {2, 537, 23595, 40820, 4032,},
+    {0, 260, 32786, 160172, 78768,},
+    {0, 239, 29984, 285233, 187740,},
+    {0, 215, 28156, 375495, 427140,},
+    {0, 191, 26442, 456345, 857628,},
+    {0, 147, 19675, 767435, 481284,},
+    {0, 147, 18377, 798257, 1053900,},
+    {0, 133, 17615, 821824, 1846224,},
+    {0, 106, 17096, 842747, 3025332,},
+    {0, 141, 15264, 885864, 2214432,},
+    {0, 128, 15090, 876847, 3371076,},
+    {0, 101, 14852, 877549, 4913964,},
+    {0, 128, 12865, 889903, 5784660,},
+    {0, 100, 13053, 881311, 7156692,},
+    {0, 96, 11075, 873594, 10184616,},
+};
+
+static long ya31[6][RBG_NPROBS] = {
+    {0, 278, 34449, 78676, 17568,},
+    {0, 196, 34220, 190904, 99936,},
+    {0, 195, 29493, 359469, 204444,},
+    {0, 195, 25955, 480507, 432324,},
+    {0, 180, 24042, 554123, 961236,},
+    {0, 146, 22638, 628265, 1698012,},
+};
+
+typedef long T[RBG_NPROBS];
+
+static T *y[] = {
+    ya1, ya2, ya3, ya4, ya5, ya6, ya7, ya8, ya9, ya10, ya11, ya12, ya13, ya14, ya15, ya16,
+    ya17, ya18, ya19, ya20, ya21, ya22, ya23, ya24, ya25, ya26, ya27, ya28, ya29, ya30, ya31
+};
+
+extern long *
+getRaceBGprobs(const unsigned int board[6])
+{
+    unsigned int tot = 0;
+    int i;
+    unsigned int group = 0;
+    g_assert(board[5] == 0);
+
+    for (i = 4; i >= 0; --i) {
+        if (board[i])
+            group += (0x1u << i);
+        tot += board[i];
+    }
+
+    g_assert(group < 32);
+
+    if (tot > 6)
+        return 0;
+
+    {
+        unsigned int grpSize = 0;
+        unsigned int b1[6] = { 0 };
+        unsigned int k;
+
+        for (k = 0; k < 5; ++k) {
+            if ((group & (0x1u << k))) {
+                g_assert(board[k] > 0);
+                b1[grpSize] = board[k] - 1;
+                ++grpSize;
+            }
+        }
+
+        return y[group - 1][PositionIndex(grpSize, b1)];
+    }
+}
diff --git a/engine/gnubg/bearoffgammon.h b/engine/gnubg/bearoffgammon.h
new file mode 100644
index 0000000..389be9b
--- /dev/null
+++ b/engine/gnubg/bearoffgammon.h
@@ -0,0 +1,38 @@
+/*
+ * Copyright (C) 2000-2002 Joseph Heled <joseph@gnubg.org>
+ * Copyright (C) 2006-2008 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: bearoffgammon.h,v 1.12 2018/06/16 14:54:30 plm Exp $
+ */
+
+#if !defined( BEAROFFGAMMON_H )
+#define BEAROFFGAMMON_H
+
+/* pack for space */
+struct GammonProbs {
+    unsigned int p1:16;         /* 0 - 36^2 */
+    unsigned int p2:16;         /* 0 - 36^3 */
+    unsigned int p3:24;         /* 0 - 36^4 */
+    unsigned int p0:8;          /* 0 - 36   */
+};
+
+extern struct GammonProbs *getBearoffGammonProbs(const unsigned int board[6]);
+
+extern long *getRaceBGprobs(const unsigned int board[6]);
+
+#define RBG_NPROBS 5
+
+#endif
diff --git a/engine/gnubg/common.h b/engine/gnubg/common.h
new file mode 100644
index 0000000..f35cf22
--- /dev/null
+++ b/engine/gnubg/common.h
@@ -0,0 +1,93 @@
+/*
+ * Copyright (C) 2006-2009 Jon Kinsey <jonkinsey@gmail.com>
+ * Copyright (C) 2006-2017 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+/*! \file common.h
+ * \brief Odd definitions
+ */
+
+#ifndef COMMON_H
+#define COMMON_H
+#include <math.h>
+#include "config.h"
+
+
+#ifndef HAVE___ATTRIBUTE__
+#define __attribute__(Spec) /* Empty */
+#endif /* HAVE___ATTRIBUTE__ */
+
+#define F_PI (float)G_PI
+#define F_PI_2 (float)G_PI_2
+
+/*! \brief Safe error value
+ */
+#define ERR_VAL (-FLT_MAX)
+
+/*! \brief Macro to extract sign
+ */
+#ifndef SGN
+#define SGN(x) ((x) > 0 ? 1 : -1)
+#endif
+
+/*! \brief typedef of signal handler function
+ */
+#if HAVE_SIGACTION
+typedef struct sigaction psighandler;
+#elif HAVE_SIGVEC
+typedef struct sigvec psighandler;
+#else
+typedef void (*psighandler) (int);
+#endif
+
+/* abs returns unsigned int by definition */
+#define Abs(a) ((unsigned int)abs(a))
+
+/* Do we need to use g_utf8_casefold() for utf8 anywhere? */
+#define StrCaseCmp(s1, s2) g_ascii_strcasecmp(s1, s2)
+#define StrNCaseCmp(s1, s2, n) g_ascii_strncasecmp(s1, s2, (gsize)n)
+/* if the following are defined as macros undefine them */
+#ifdef strcasecmp
+#undef strcasecmp
+#endif
+#ifdef strncasecmp
+#undef strncasecmp
+#endif
+/* Avoid new code using strcase functions */
+#define strcasecmp strcasecmp_error_use_StrCaseCmp
+#define strncasecmp strncasecmp_error_use_StrNCaseCmp
+
+
+/* Macro to mark parameters that aren't used in the function */
+#ifdef UNUSED
+#elif defined(HAVE_FUNC_ATTRIBUTE_UNUSED)
+#define UNUSED(x) UNUSED_ ## x __attribute__((unused))
+#elif defined(_lint)
+#define UNUSED(x) /*lint -e{715, 818}*/ _unused_##x
+#else
+#define UNUSED(x) _unused_##x
+#endif
+
+/* Helper macros for __builtin_expect */
+#ifdef HAVE___BUILTIN_EXPECT
+#define likely(expression)	__builtin_expect(!!(expression), 1)
+#define unlikely(expression)	__builtin_expect(!!(expression), 0)
+#else
+#define likely(expression)	(expression)
+#define unlikely(expression)	(expression)
+#endif
+
+#endif
diff --git a/engine/gnubg/dice.h b/engine/gnubg/dice.h
new file mode 100644
index 0000000..93b2832
--- /dev/null
+++ b/engine/gnubg/dice.h
@@ -0,0 +1,61 @@
+/*
+ * Copyright (C) 1999-2002 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 1999-2016 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#ifndef DICE_H
+#define DICE_H
+
+#include <stdio.h>
+
+typedef enum {
+    RNG_BBS, RNG_ISAAC, RNG_MD5, RNG_MERSENNE,
+    RNG_MANUAL, RNG_RANDOM_DOT_ORG, RNG_FILE,
+    NUM_RNGS
+} rng;
+
+typedef struct rngcontext rngcontext;
+
+extern const char *aszRNG[NUM_RNGS];
+extern const char *aszRNGTip[NUM_RNGS];
+extern char szDiceFilename[];
+extern rng rngCurrent;
+extern rngcontext *rngctxCurrent;
+
+rngcontext *CopyRNGContext(rngcontext * rngctx);
+
+extern void free_rngctx(rngcontext * rngctx);
+extern void *InitRNG(unsigned long *pnSeed, int *pfInitFrom, int fSet, rng rngx);
+extern void CloseRNG(rng rngx, rngcontext * rngctx);
+extern void DestroyRNG(rng rngx, rngcontext ** rngctx);
+extern void PrintRNGSeed(rng rngx, rngcontext * rngctx);
+extern void PrintRNGCounter(rng rngx, rngcontext * rngctx);
+extern void InitRNGSeed(unsigned int n, rng rngx, rngcontext * rngctx);
+extern int RNGSystemSeed(rng rngx, void *p, unsigned long *pnSeed);
+
+extern int RollDice(unsigned int anDice[2], rng * prng, rngcontext * rngctx);
+
+#if defined(HAVE_LIBGMP)
+extern int InitRNGSeedLong(char *sz, rng rng, rngcontext * rngctx);
+extern int InitRNGBBSModulus(const char *sz, rngcontext * rngctx);
+extern int InitRNGBBSFactors(char *sz0, char *sz1, rngcontext * rngctx);
+#endif
+
+extern FILE *OpenDiceFile(rngcontext * rngctx, const char *sz);
+
+extern char *GetDiceFileName(rngcontext * rngctx);
+
+#endif
diff --git a/engine/gnubg/drawboard.c b/engine/gnubg/drawboard.c
new file mode 100644
index 0000000..c5e49ea
--- /dev/null
+++ b/engine/gnubg/drawboard.c
@@ -0,0 +1,1140 @@
+/*
+ * Copyright (C) 1999-2002 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2000-2020 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: drawboard.c,v 1.82 2020/02/23 20:20:37 plm Exp $
+ */
+
+#include "config.h"
+
+#include <glib.h>
+#include <ctype.h>
+#include <errno.h>
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+
+#include "backgammon.h"
+#include "drawboard.h"
+#include "positionid.h"
+#include "matchequity.h"
+
+int fClockwise = FALSE;         /* Player 1 moves clockwise */
+
+/*
+ *  GNU Backgammon  Position ID: 0123456789ABCD 
+ *                  Match ID   : 0123456789ABCD
+ *  +13-14-15-16-17-18------19-20-21-22-23-24-+     O: gnubg (Cube: 2)
+ *  |                  |   | O  O  O  O     O | OO  0 points
+ *  |                  |   | O     O          | OO  Cube offered at 2
+ *  |                  |   |       O          | O
+ *  |                  |   |                  | O
+ *  |                  |   |                  | O   
+ * v|                  |BAR|                  |     Cube: 1 (7 point match)
+ *  |                  |   |                  | X    
+ *  |                  |   |                  | X
+ *  |                  |   |                  | X
+ *  |                  |   |       X  X  X  X | X   Rolled 11
+ *  |                  |   |    X  X  X  X  X | XX  0 points
+ *  +12-11-10--9--8--7-------6--5--4--3--2--1-+     X: Gary (Cube: 2)
+ *
+ */
+
+static char *
+DrawBoardStd(char *sz, const TanBoard anBoard, int fRoll, char *asz[], char *szMatchID, int nChequers)
+{
+
+    char *pch = sz, *pchIn;
+    unsigned int x, y;
+    unsigned int cOffO = nChequers, cOffX = nChequers;
+    static char achX[17] = "     X6789ABCDEF", achO[17] = "     O6789ABCDEF";
+
+    for (x = 0; x < 25; x++) {
+        cOffO -= anBoard[0][x];
+        cOffX -= anBoard[1][x];
+    }
+
+    pch += sprintf(pch, " %-15s %s: ", _("GNU Backgammon"), _("Position ID"));
+
+    if (fRoll)
+        strcpy(pch, PositionID((ConstTanBoard) anBoard));
+    else {
+        TanBoard an;
+
+        for (x = 0; x < 25; x++) {
+            an[0][x] = anBoard[1][x];
+            an[1][x] = anBoard[0][x];
+        }
+
+        strcpy(pch, PositionID((ConstTanBoard) an));
+    }
+
+    pch += L_POSITIONID;
+    *pch++ = '\n';
+
+    /* match id */
+
+    if (szMatchID && *szMatchID) {
+        pch += sprintf(pch, "                 %s   : %s\n", _("Match ID"), szMatchID);
+    }
+
+    strcpy(pch, fRoll ? " +13-14-15-16-17-18------19-20-21-22-23-24-+     " :
+           " +12-11-10--9--8--7-------6--5--4--3--2--1-+     ");
+    pch += 49;
+
+    if (asz[0])
+        for (pchIn = asz[0]; *pchIn; pchIn++)
+            *pch++ = *pchIn;
+
+    *pch++ = '\n';
+
+    for (y = 0; y < 4; y++) {
+        *pch++ = ' ';
+        *pch++ = '|';
+
+        for (x = 12; x < 18; x++) {
+            *pch++ = ' ';
+            *pch++ = anBoard[1][x] > y ? 'X' : anBoard[0][23 - x] > y ? 'O' : ' ';
+            *pch++ = ' ';
+        }
+
+        *pch++ = '|';
+        *pch++ = ' ';
+        *pch++ = anBoard[0][24] > y ? 'O' : ' ';
+        *pch++ = ' ';
+        *pch++ = '|';
+
+        for (; x < 24; x++) {
+            *pch++ = ' ';
+            *pch++ = anBoard[1][x] > y ? 'X' : anBoard[0][23 - x] > y ? 'O' : ' ';
+            *pch++ = ' ';
+        }
+
+        *pch++ = '|';
+        *pch++ = ' ';
+
+        for (x = 0; x < 3; x++)
+            *pch++ = (cOffO > 5 * x + y) ? 'O' : ' ';
+
+        *pch++ = ' ';
+
+        if (y < 2 && asz[y + 1])
+            for (pchIn = asz[y + 1]; *pchIn; pchIn++)
+                *pch++ = *pchIn;
+        *pch++ = '\n';
+    }
+
+    *pch++ = ' ';
+    *pch++ = '|';
+
+    for (x = 12; x < 18; x++) {
+        *pch++ = ' ';
+        *pch++ = anBoard[1][x] ? achX[anBoard[1][x]] : achO[anBoard[0][23 - x]];
+        *pch++ = ' ';
+    }
+
+    *pch++ = '|';
+    *pch++ = ' ';
+    *pch++ = achO[anBoard[0][24]];
+    *pch++ = ' ';
+    *pch++ = '|';
+
+    for (; x < 24; x++) {
+        *pch++ = ' ';
+        *pch++ = anBoard[1][x] ? achX[anBoard[1][x]] : achO[anBoard[0][23 - x]];
+        *pch++ = ' ';
+    }
+
+    *pch++ = '|';
+
+    *pch++ = ' ';
+
+    for (x = 0; x < 3; x++)
+        *pch++ = (cOffO > 5 * x + 4) ? 'O' : ' ';
+
+    *pch++ = '\n';
+
+    *pch++ = fRoll ? 'v' : '^';
+    strcpy(pch, "|                  |BAR|                  |     ");
+    pch = strchr(pch, 0);
+
+    if (asz[3])
+        for (pchIn = asz[3]; *pchIn; pchIn++)
+            *pch++ = *pchIn;
+
+    *pch++ = '\n';
+
+    *pch++ = ' ';
+    *pch++ = '|';
+
+    for (x = 11; x > 5; x--) {
+        *pch++ = ' ';
+        *pch++ = anBoard[1][x] ? achX[anBoard[1][x]] : achO[anBoard[0][23 - x]];
+        *pch++ = ' ';
+    }
+
+    *pch++ = '|';
+    *pch++ = ' ';
+    *pch++ = achX[anBoard[1][24]];
+    *pch++ = ' ';
+    *pch++ = '|';
+
+    for (; x < UINT_MAX; x--) {
+        *pch++ = ' ';
+        *pch++ = anBoard[1][x] ? achX[anBoard[1][x]] : achO[anBoard[0][23 - x]];
+        *pch++ = ' ';
+    }
+
+    *pch++ = '|';
+
+    *pch++ = ' ';
+
+    for (x = 0; x < 3; x++)
+        *pch++ = (cOffX > 5 * x + 4) ? 'X' : ' ';
+
+    *pch++ = '\n';
+
+    for (y = 3; y < UINT_MAX; y--) {
+        *pch++ = ' ';
+        *pch++ = '|';
+
+        for (x = 11; x > 5; x--) {
+            *pch++ = ' ';
+            *pch++ = anBoard[1][x] > y ? 'X' : anBoard[0][23 - x] > y ? 'O' : ' ';
+            *pch++ = ' ';
+        }
+
+        *pch++ = '|';
+        *pch++ = ' ';
+        *pch++ = anBoard[1][24] > y ? 'X' : ' ';
+        *pch++ = ' ';
+        *pch++ = '|';
+
+        for (; x < UINT_MAX; x--) {
+            *pch++ = ' ';
+            *pch++ = anBoard[1][x] > y ? 'X' : anBoard[0][23 - x] > y ? 'O' : ' ';
+            *pch++ = ' ';
+        }
+
+        *pch++ = '|';
+        *pch++ = ' ';
+
+        for (x = 0; x < 3; x++)
+            *pch++ = (cOffX > 5 * x + y) ? 'X' : ' ';
+
+        *pch++ = ' ';
+
+        if (y < 2 && asz[5 - y])
+            for (pchIn = asz[5 - y]; *pchIn; pchIn++)
+                *pch++ = *pchIn;
+
+        *pch++ = '\n';
+    }
+
+    strcpy(pch, fRoll ? " +12-11-10--9--8--7-------6--5--4--3--2--1-+     " :
+           " +13-14-15-16-17-18------19-20-21-22-23-24-+     ");
+    pch += 49;
+
+    if (asz[6])
+        for (pchIn = asz[6]; *pchIn; pchIn++)
+            *pch++ = *pchIn;
+
+    *pch++ = '\n';
+    *pch = 0;
+
+    return sz;
+}
+
+
+/*
+ *     GNU Backgammon  Position ID: 0123456789ABCD
+ *                     Match ID   : 0123456789ABCD
+ *     +24-23-22-21-20-19------18-17-16-15-14-13-+  O: gnubg (Cube: 2)     
+ *  OO | O     O  O  O  O |   |                  |  0 points               
+ *  OO |          O     O |   |                  |  Cube offered at 2      
+ *   O |          O       |   |                  |                         
+ *   O |                  |   |                  |                         
+ *   O |                  |   |                  |                         
+ *     |                  |BAR|                  |v Cube: 1 (7 point match)
+ *   X |                  |   |                  |                         
+ *   X |                  |   |                  |                         
+ *   X |                  |   |                  |                         
+ *   X | X  X  X  X       |   |                  |  Rolled 11              
+ *  XX | X  X  X  X  X    |   |                  |  0 points               
+ *     +-1--2--3--4--5--6-------7--8--9-10-11-12-+  X: Gary (Cube: 2)      
+ *
+ */
+
+static char *
+DrawBoardCls(char *sz, const TanBoard anBoard, int fRoll, char *asz[], char *szMatchID, int nChequers)
+{
+
+    char *pch = sz, *pchIn;
+    unsigned int x, y, cOffO = nChequers, cOffX = nChequers;
+    static char achX[17] = "     X6789ABCDEF", achO[17] = "     O6789ABCDEF";
+
+    for (x = 0; x < 25; x++) {
+        cOffO -= anBoard[0][x];
+        cOffX -= anBoard[1][x];
+    }
+
+    pch += sprintf(pch, "%18s  %s: ", _("GNU Backgammon"), _("Position ID"));
+
+    if (fRoll)
+        strcpy(pch, PositionID((ConstTanBoard) anBoard));
+    else {
+        TanBoard an;
+
+        for (x = 0; x < 25; x++) {
+            an[0][x] = anBoard[1][x];
+            an[1][x] = anBoard[0][x];
+        }
+
+        strcpy(pch, PositionID((ConstTanBoard) an));
+    }
+
+    pch += L_POSITIONID;
+    *pch++ = '\n';
+
+    /* match id */
+
+    if (szMatchID && *szMatchID) {
+        pch += sprintf(pch, "                    %s   : %s\n", _("Match ID"), szMatchID);
+    }
+
+    strcpy(pch, fRoll ? "    +24-23-22-21-20-19------18-17-16-15-14-13-+  " :
+           "    +-1--2--3--4--5--6-------7--8--9-10-11-12-+  ");
+    pch += 49;
+
+    if (asz[0])
+        for (pchIn = asz[0]; *pchIn; pchIn++)
+            *pch++ = *pchIn;
+
+    *pch++ = '\n';
+
+    for (y = 0; y < 4; y++) {
+
+        for (x = 2; x < UINT_MAX; x--)
+            *pch++ = (cOffO > 5 * x + y) ? 'O' : ' ';
+
+        *pch++ = ' ';
+        *pch++ = '|';
+
+        for (x = 23; x > 17; x--) {
+            *pch++ = ' ';
+            *pch++ = anBoard[1][x] > y ? 'X' : anBoard[0][23 - x] > y ? 'O' : ' ';
+            *pch++ = ' ';
+        }
+
+        *pch++ = '|';
+        *pch++ = ' ';
+        *pch++ = anBoard[0][24] > y ? 'O' : ' ';
+        *pch++ = ' ';
+        *pch++ = '|';
+
+        for (; x > 11; x--) {
+            *pch++ = ' ';
+            *pch++ = anBoard[1][x] > y ? 'X' : anBoard[0][23 - x] > y ? 'O' : ' ';
+            *pch++ = ' ';
+        }
+
+        *pch++ = '|';
+        *pch++ = ' ';
+        *pch++ = ' ';
+        if (y < 2 && asz[y + 1])
+            for (pchIn = asz[y + 1]; *pchIn; pchIn++)
+                *pch++ = *pchIn;
+
+        *pch++ = '\n';
+    }
+
+    for (x = 2; x < UINT_MAX; x--)
+        *pch++ = (cOffO > 5 * x + 4) ? 'O' : ' ';
+
+    *pch++ = ' ';
+    *pch++ = '|';
+
+    for (x = 23; x > 17; x--) {
+        *pch++ = ' ';
+        *pch++ = anBoard[1][x] ? achX[anBoard[1][x]] : achO[anBoard[0][23 - x]];
+        *pch++ = ' ';
+    }
+
+    *pch++ = '|';
+    *pch++ = ' ';
+    *pch++ = achO[anBoard[0][24]];
+    *pch++ = ' ';
+    *pch++ = '|';
+
+    for (; x > 11; x--) {
+        *pch++ = ' ';
+        *pch++ = anBoard[1][x] ? achX[anBoard[1][x]] : achO[anBoard[0][23 - x]];
+        *pch++ = ' ';
+    }
+
+    *pch++ = '|';
+
+    *pch++ = ' ';
+    *pch++ = ' ';
+
+    *pch++ = '\n';
+
+    strcpy(pch, "    |                  |BAR|                  |");
+    pch = strchr(pch, 0);
+    *pch++ = fRoll ? 'v' : '^';
+    *pch++ = ' ';
+
+    if (asz[3])
+        for (pchIn = asz[3]; *pchIn; pchIn++)
+            *pch++ = *pchIn;
+
+    *pch++ = '\n';
+
+    for (x = 2; x < UINT_MAX; x--)
+        *pch++ = (cOffX > 5 * x + 4) ? 'X' : ' ';
+
+    *pch++ = ' ';
+    *pch++ = '|';
+
+    for (x = 0; x < 6; x++) {
+        *pch++ = ' ';
+        *pch++ = anBoard[1][x] ? achX[anBoard[1][x]] : achO[anBoard[0][23 - x]];
+        *pch++ = ' ';
+    }
+
+    *pch++ = '|';
+    *pch++ = ' ';
+    *pch++ = achX[anBoard[1][24]];
+    *pch++ = ' ';
+    *pch++ = '|';
+
+    for (; x < 12; x++) {
+        *pch++ = ' ';
+        *pch++ = anBoard[1][x] ? achX[anBoard[1][x]] : achO[anBoard[0][23 - x]];
+        *pch++ = ' ';
+    }
+
+    *pch++ = '|';
+
+    *pch++ = ' ';
+    *pch++ = ' ';
+
+    *pch++ = '\n';
+
+    for (y = 3; y < UINT_MAX; y--) {
+
+        for (x = 2; x < UINT_MAX; x--)
+            *pch++ = (cOffX > 5 * x + y) ? 'X' : ' ';
+
+        *pch++ = ' ';
+        *pch++ = '|';
+
+        for (x = 0; x < 6; x++) {
+            *pch++ = ' ';
+            *pch++ = anBoard[1][x] > y ? 'X' : anBoard[0][23 - x] > y ? 'O' : ' ';
+            *pch++ = ' ';
+        }
+
+        *pch++ = '|';
+        *pch++ = ' ';
+        *pch++ = anBoard[1][24] > y ? 'X' : ' ';
+        *pch++ = ' ';
+        *pch++ = '|';
+
+        for (; x < 12; x++) {
+            *pch++ = ' ';
+            *pch++ = anBoard[1][x] > y ? 'X' : anBoard[0][23 - x] > y ? 'O' : ' ';
+            *pch++ = ' ';
+        }
+
+        *pch++ = '|';
+        *pch++ = ' ';
+        *pch++ = ' ';
+        if (y < 2 && asz[5 - y])
+            for (pchIn = asz[5 - y]; *pchIn; pchIn++)
+                *pch++ = *pchIn;
+
+        *pch++ = '\n';
+    }
+
+    strcpy(pch, fRoll ? "    +-1--2--3--4--5--6-------7--8--9-10-11-12-+   " :
+           "    +24-23-22-21-20-19------18-17-16-15-14-13-+  ");
+    pch += 49;
+
+    if (asz[6])
+        for (pchIn = asz[6]; *pchIn; pchIn++)
+            *pch++ = *pchIn;
+
+    *pch++ = '\n';
+    *pch = 0;
+
+    return sz;
+}
+
+extern char *
+DrawBoard(char *sz, const TanBoard anBoard, int fRoll, char *asz[], char *szMatchID, int nChequers)
+{
+    if (fClockwise == FALSE)
+        return (DrawBoardStd(sz, anBoard, fRoll, asz, szMatchID, nChequers));
+
+    return (DrawBoardCls(sz, anBoard, fRoll, asz, szMatchID, nChequers));
+}
+
+static char *
+FormatPoint(char *pch, int n)
+{
+
+    g_assert(n >= 0);
+
+    /*don't translate 'off' and 'bar' as these may be used in UserCommand at a later
+     * point */
+    if (!n) {
+        strcpy(pch, ("off"));
+        return pch + strlen(("off"));
+    } else if (n == 25) {
+        strcpy(pch, ("bar"));
+        return pch + strlen(("bar"));
+    } else if (n > 9)
+        *pch++ = (char) ((n / 10) + '0');
+
+    *pch++ = (char) ((n % 10) + '0');
+
+    return pch;
+}
+
+static char *
+FormatPointPlain(char *pch, int n)
+{
+
+    g_assert(n >= 0);
+
+    if (n > 9)
+        *pch++ = (char) ((n / 10) + '0');
+
+    *pch++ = (char) ((n % 10) + '0');
+
+    return pch;
+}
+
+extern char *
+FormatMovePlain(char *sz, const TanBoard anBoard, const int anMove[8])
+{
+
+    char *pch = sz;
+    int i, j;
+
+    for (i = 0; i < 8 && anMove[i] >= 0; i += 2) {
+        pch = FormatPointPlain(pch, anMove[i] + 1);
+        *pch++ = '/';
+        pch = FormatPointPlain(pch, anMove[i + 1] + 1);
+
+        if (anBoard && anMove[i + 1] >= 0 && anBoard[0][23 - anMove[i + 1]]) {
+            for (j = 1;; j += 2)
+                if (j > i) {
+                    *pch++ = '*';
+                    break;
+                } else if (anMove[i + 1] == anMove[j])
+                    break;
+        }
+
+        if (i < 6)
+            *pch++ = ' ';
+    }
+
+    *pch = 0;
+
+    return sz;
+}
+
+static int
+CompareMovesSimple(const void *p0, const void *p1)
+{
+
+    int n0 = *((const int *) p0), n1 = *((const int *) p1);
+
+    if (n0 != n1)
+        return n1 - n0;
+    else
+        return *((const int *) p1 + 1) - *((const int *) p0 + 1);
+}
+
+extern void
+CanonicalMoveOrder(int an[])
+{
+
+    int i;
+
+    for (i = 0; i < 4 && an[2 * i] > -1; i++);
+
+    qsort(an, i, sizeof(int) << 1, CompareMovesSimple);
+}
+
+extern char *
+FormatMove(char *sz, const TanBoard anBoard, const int anMove[8])
+{
+
+    char *pch = sz;
+    int aanMove[4][4], *pnSource[4], *pnDest[4], i, j;
+    int fl = 0;
+    int anCount[4], nMoves, nDuplicate, k;
+
+    /* Re-order moves into 2-dimensional array. */
+    for (i = 0; i < 4 && anMove[i << 1] >= 0; i++) {
+        aanMove[i][0] = anMove[i << 1] + 1;
+        aanMove[i][1] = anMove[(i << 1) | 1] + 1;
+        pnSource[i] = aanMove[i];
+        pnDest[i] = aanMove[i] + 1;
+    }
+
+    while (i < 4) {
+        aanMove[i][0] = aanMove[i][1] = -1;
+        pnSource[i++] = NULL;
+    }
+
+    /* Order the moves in decreasing order of source point. */
+    qsort(aanMove, 4, 4 * sizeof(int), CompareMovesSimple);
+
+    /* Combine moves of a single chequer. */
+    for (i = 0; i < 4; i++)
+        for (j = i; j < 4; j++)
+            if (pnSource[i] && pnSource[j] && *pnDest[i] == *pnSource[j]) {
+                if (anBoard[0][24 - *pnDest[i]])
+                    /* Hitting blot; record intermediate point. */
+                    *++pnDest[i] = *pnDest[j];
+                else
+                    /* Non-hit; elide intermediate point. */
+                    *pnDest[i] = *pnDest[j];
+
+                pnSource[j] = NULL;
+            }
+
+    /* Compact array. */
+    i = 0;
+
+    for (j = 0; j < 4; j++)
+        if (pnSource[j]) {
+            if (j > i) {
+                pnSource[i] = pnSource[j];
+                pnDest[i] = pnDest[j];
+            }
+
+            i++;
+        }
+
+    while (i < 4)
+        pnSource[i++] = NULL;
+
+    for (i = 0; i < 4; i++)
+        anCount[i] = pnSource[i] ? 1 : 0;
+
+    for (i = 0; i < 3; i++) {
+        if (pnSource[i]) {
+            nMoves = (int) (pnDest[i] - pnSource[i]);
+            for (j = i + 1; j < 4; j++) {
+                if (pnSource[j]) {
+                    nDuplicate = 1;
+
+                    if (pnDest[j] - pnSource[j] != nMoves)
+                        nDuplicate = 0;
+                    else
+                        for (k = 0; k <= nMoves && nDuplicate; k++) {
+                            if (pnSource[i][k] != pnSource[j][k])
+                                nDuplicate = 0;
+                        }
+                    if (nDuplicate) {
+                        anCount[i]++;
+                        pnSource[j] = NULL;
+                    }
+                }
+            }
+        }
+    }
+
+    /* Compact array. */
+    i = 0;
+
+    for (j = 0; j < 4; j++)
+        if (pnSource[j]) {
+            if (j > i) {
+                pnSource[i] = pnSource[j];
+                pnDest[i] = pnDest[j];
+                anCount[i] = anCount[j];
+            }
+
+            i++;
+        }
+
+    if (i < 4)
+        pnSource[i] = NULL;
+
+    for (i = 0; i < 4 && pnSource[i]; i++) {
+        if (i)
+            *pch++ = ' ';
+
+        pch = FormatPoint(pch, *pnSource[i]);
+
+        for (j = 1; pnSource[i] + j < pnDest[i]; j++) {
+            *pch = '/';
+            pch = FormatPoint(pch + 1, pnSource[i][j]);
+            *pch++ = '*';
+            fl |= 1 << pnSource[i][j];
+        }
+
+        *pch = '/';
+        pch = FormatPoint(pch + 1, *pnDest[i]);
+
+        if (*pnDest[i] && anBoard[0][24 - *pnDest[i]] && !(fl & (1 << *pnDest[i]))) {
+            *pch++ = '*';
+            fl |= 1 << *pnDest[i];
+        }
+
+        if (anCount[i] > 1) {
+            *pch++ = '(';
+            *pch++ = (char) ('0' + anCount[i]);
+            *pch++ = ')';
+        }
+    }
+
+    *pch = 0;
+
+    return sz;
+}
+
+extern int
+ParseMove(char *pch, int an[8])
+{
+    /*
+     * anUser[] size had been 8 for years without apparent issues, even
+     * when instrumented by clang's address sanitizer. Gcc 5 complains
+     * ("array subscript is above array bounds") until it is raised to 12
+     * then gcc 6 does the same until the size is 17.
+     */
+    int i, j, iBegin, iEnd, n, c = 0, anUser[17];
+    unsigned fl = 0;
+
+    while (*pch) {
+        if (isspace(*pch)) {
+            pch++;
+            continue;
+        } else if (isdigit(*pch)) {
+            if (c == 8) {
+                /* Too many points. */
+                errno = EINVAL;
+                return -1;
+            }
+
+            if ((anUser[c] = (int) strtol(pch, &pch, 10)) < 0 || anUser[c] > 25) {
+                /* Invalid point number. */
+                errno = EINVAL;
+                return -1;
+            }
+
+            c++;
+            continue;
+        } else
+            switch (*pch) {
+            case 'o':
+            case 'O':
+            case '-':
+                if (c == 8) {
+                    /* Too many points. */
+                    errno = EINVAL;
+                    return -1;
+                }
+
+                anUser[c++] = 0;
+
+                if (*pch != '-' && (pch[1] == 'f' || pch[1] == 'F')) {
+                    pch++;
+                    if (pch[1] == 'f' || pch[1] == 'F')
+                        pch++;
+                }
+                break;
+
+            case 'b':
+            case 'B':
+                if (c == 8) {
+                    /* Too many points. */
+                    errno = EINVAL;
+                    return -1;
+                }
+
+                anUser[c++] = 25;
+
+                if (pch[1] == 'a' || pch[1] == 'A') {
+                    pch++;
+                    if (pch[1] == 'r' || pch[1] == 'R')
+                        pch++;
+                }
+                break;
+
+            case '/':
+                if (!c || fl & (1 << c)) {
+                    /* Leading '/', or duplicate '/'s. */
+                    errno = EINVAL;
+                    return -1;
+                }
+
+                fl |= 1 << c;
+                break;
+
+            case '*':
+            case ',':
+            case ')':
+                /* Currently ignored. */
+                break;
+
+            case '(':
+                if ((n = (int) strtol(pch + 1, &pch, 10) - 1) < 1) {
+                    /* invalid count */
+                    errno = EINVAL;
+                    return -1;
+                }
+
+                if (c < 2) {
+                    /* incomplete move before ( -- syntax error */
+                    errno = EINVAL;
+                    return -1;
+                }
+
+                if (fl & (1 << c)) {
+                    /* / immediately before ( -- syntax error */
+                    errno = EINVAL;
+                    return -1;
+                }
+
+                for (iBegin = c - 1; iBegin >= 0; iBegin--)
+                    if (!(fl & (1 << iBegin)))
+                        break;
+
+                if (iBegin < 0) {
+                    /* no / anywhere before ( -- syntax error */
+                    errno = EINVAL;
+                    return -1;
+                }
+
+                iEnd = c;
+
+                if (c + (iEnd - iBegin) * n > 8) {
+                    /* Too many moves. */
+                    errno = EINVAL;
+                    return -1;
+                }
+
+                for (i = 0; i < n; i++)
+                    for (j = iBegin; j < iEnd; j++) {
+                        if (fl & (1 << j))
+                            fl |= 1 << c;
+                        anUser[c++] = anUser[j];
+                    }
+
+                break;
+
+            default:
+                errno = EINVAL;
+                return -1;
+            }
+        pch++;
+    }
+
+    if (fl & (1 << c)) {
+        /* Trailing '/'. */
+        errno = EINVAL;
+        return -1;
+    }
+
+    for (i = 0, j = 0; j < c; j++) {
+        if (i == 8) {
+            /* Too many moves. */
+            errno = EINVAL;
+            return -1;
+        }
+
+        if (((i & 1) && anUser[j] == 25) || (!(i & 1) && !anUser[j])) {
+            /* Trying to move from off the board, or to the bar. */
+            errno = EINVAL;
+            return -1;
+        }
+
+        an[i] = anUser[j];
+
+        if ((i & 1) && (fl & (1 << (j + 1)))) {
+            /* Combined move; this destination is also the next source. */
+            if (i == 7) {
+                /* Too many moves. */
+                errno = EINVAL;
+                return -1;
+            }
+
+            if (!an[i] || an[i] == 25) {
+                errno = EINVAL;
+                return -1;
+            }
+
+            an[++i] = anUser[j];
+        }
+
+        i++;
+    }
+
+    if (i & 1) {
+        /* Incomplete last move. */
+        errno = EINVAL;
+        return -1;
+    }
+
+    if (i < 8)
+        an[i] = -1;
+
+    CanonicalMoveOrder(an);
+
+    return i >> 1;
+}
+
+/*
+ * Generate FIBS board
+ *
+ * (see <URL:http://www.fibs.com/fibs_interface.html#board_state>)
+ *
+ * GNUbg extends the meaning of the "doubled" field, so the sign of
+ * the field indicates who doubled. This is necessary to correctly
+ * detects beavers and raccoons.
+ */
+
+extern char *
+FIBSBoard(char *pch, TanBoard anBoard, int fRoll,
+          const char *szPlayer, const char *szOpp, int nMatchTo,
+          int nScore, int nOpponent, int nDice0, int nDice1,
+          int nCube, int fCubeOwner, int fDoubled, int fTurn, int fCrawford, int nChequers, int fPostCrawford)
+{
+    char *sz = pch;
+    int i, anOff[2];
+
+    /* Names and match length/score */
+    strcpy(sz, "board:");
+
+    for (sz += 6; *szPlayer; szPlayer++)
+        *sz++ = (*szPlayer != ':' ? *szPlayer : '_');
+
+    for (*sz++ = ':'; *szOpp; szOpp++)
+        *sz++ = (*szOpp != ':' ? *szOpp : '_');
+
+    sprintf(sz, ":%d:%d:%d:", nMatchTo, nScore, nOpponent);
+
+    /* Opponent on bar */
+    sprintf(strchr(sz, 0), "%d:", -(int) anBoard[0][24]);
+
+    /* Board */
+    for (i = 0; i < 24; i++) {
+        int point = (int) anBoard[0][23 - i];
+        sprintf(strchr(sz, 0), "%d:", (point > 0) ? -point : (int) anBoard[1][i]);
+    }
+
+    /* Player on bar */
+    sprintf(strchr(sz, 0), "%u:", anBoard[1][24]);
+
+    /* Whose turn */
+    strcat(sz, fRoll ? "1:" : "-1:");
+
+    anOff[0] = anOff[1] = nChequers ? nChequers : 15;
+    for (i = 0; i < 25; i++) {
+        anOff[0] -= anBoard[0][i];
+        anOff[1] -= anBoard[1][i];
+    }
+
+    sprintf(strchr(sz, 0), "%d:%d:%d:%d:%d:%d:%d:%d:1:-1:0:25:%d:%d:0:0:0:"
+            "0:%d:%d", nDice0, nDice1, nDice0, nDice1, fTurn < 0 ? 1 : nCube,
+            fTurn < 0 || fCubeOwner != 0, fTurn < 0 || fCubeOwner != 1,
+            fDoubled ? (fTurn ? -1 : 1) : 0, anOff[1], anOff[0], fPostCrawford, !fCrawford);
+
+    return pch;
+}
+
+extern int
+ProcessFIBSBoardInfo(FIBSBoardInfo * brdInfo, ProcessedFIBSBoard * procBrd)
+{
+
+    int i, n, fCanDouble, fOppCanDouble, anOppDice[2];
+    int fNonCrawford, fPostCrawford;
+    int nTurn, nColor, nDirection;
+    int anFIBSBoard[26];
+    int fMustSwap = 0;
+    GString *tmpName;
+
+    procBrd->nMatchTo = brdInfo->nMatchTo;
+    procBrd->nScore = brdInfo->nScore;
+    procBrd->nScoreOpp = brdInfo->nScoreOpp;
+    nTurn = brdInfo->nTurn;
+    nColor = brdInfo->nColor;
+    nDirection = brdInfo->nDirection;
+    procBrd->fDoubled = brdInfo->fDoubled;
+    procBrd->nCube = brdInfo->nCube;
+    fCanDouble = brdInfo->fCanDouble;
+    fOppCanDouble = brdInfo->fOppCanDouble;
+    memcpy(procBrd->anDice, brdInfo->anDice, sizeof(brdInfo->anDice));
+    memcpy(anOppDice, brdInfo->anOppDice, sizeof(brdInfo->anOppDice));
+    memcpy(anFIBSBoard, brdInfo->anFIBSBoard, sizeof(brdInfo->anFIBSBoard));
+    fNonCrawford = brdInfo->fNonCrawford;
+    fPostCrawford = brdInfo->fPostCrawford;
+
+    /* Not yet supported set to zero */
+    procBrd->nResignation = 0;
+
+    for (i = 0; i < 26; ++i)
+        anFIBSBoard[i] = -anFIBSBoard[i];
+
+    /* FIBS has a maximum match length of 99.  Unlimited matches are 
+     * encoded with a match length of 9999.
+     */
+    if (procBrd->nMatchTo == 9999)
+        procBrd->nMatchTo = 0;
+
+    if (procBrd->nMatchTo && (procBrd->nMatchTo <= procBrd->nScore || procBrd->nMatchTo <= procBrd->nScoreOpp))
+        return -1;
+
+    /* If the match length exceeds MAXSCORE we correct the match length
+     * to MAXSCORE and the scores to the closest equivalents.
+     */
+    if (procBrd->nMatchTo > MAXSCORE) {
+        if (procBrd->nMatchTo - procBrd->nScore > MAXSCORE)
+            procBrd->nScore = 0;
+        else
+            procBrd->nScore -= procBrd->nMatchTo - MAXSCORE;
+
+        if (procBrd->nMatchTo - procBrd->nScoreOpp > MAXSCORE)
+            procBrd->nScoreOpp = 0;
+        else
+            procBrd->nScoreOpp -= procBrd->nMatchTo - MAXSCORE;
+
+        procBrd->nMatchTo = MAXSCORE;
+    }
+
+    /* Consistency check: 0 is a valid value for nColor but signifies
+     * end of game which is invalid for our purposes here.
+     */
+    if (!nTurn || !nColor || !nDirection)
+        return -1;
+
+    /* Check whether the cube was turned.  That is indicated by the
+     * pfDoubed flag for the "player" and by setting the may double
+     * flag to zero for both players for the opponent.  Actually
+     * we could completely ignore the pfDoubled flag but it could
+     * still help, when processing data from other sources than
+     * fibs.com.
+     */
+    if (!procBrd->fDoubled && !fCanDouble && !fOppCanDouble)
+        procBrd->fDoubled = 1;
+
+    if (procBrd->fDoubled)
+        fMustSwap = !fMustSwap;
+    if (nTurn * nColor < 0)
+        fMustSwap = !fMustSwap;
+
+    /* Opponent's turn? */
+    if (fMustSwap) {
+        int nTmp;
+
+        nTmp = procBrd->nScore;
+        procBrd->nScore = procBrd->nScoreOpp;
+        procBrd->nScoreOpp = nTmp;
+        nTmp = fCanDouble;
+        fCanDouble = fOppCanDouble;
+        fOppCanDouble = nTmp;
+        tmpName = brdInfo->gsName;
+        brdInfo->gsName = brdInfo->gsOpp;
+        brdInfo->gsOpp = tmpName;
+    }
+
+    if (nTurn * nColor < 0)
+        nDirection = -nDirection;
+    nColor = nTurn > 0 ? 1 : -1;
+
+    for (i = 0; i < 24; ++i) {
+        n = nDirection < 0 ? anFIBSBoard[i + 1] : anFIBSBoard[25 - i - 1];
+        if (nColor * n < 0) {
+            procBrd->anBoard[1][i] = n < 0 ? -n : n;
+            procBrd->anBoard[0][23 - i] = 0;
+        } else if (nColor * n > 0) {
+            procBrd->anBoard[1][i] = 0;
+            procBrd->anBoard[0][23 - i] = n < 0 ? -n : n;
+        } else {
+            procBrd->anBoard[1][i] = procBrd->anBoard[0][23 - i] = 0;
+        }
+    }
+
+    if (nDirection < 0) {
+        n = anFIBSBoard[25];
+        procBrd->anBoard[1][24] = n < 0 ? -n : n;
+        n = anFIBSBoard[0];
+        procBrd->anBoard[0][24] = n < 0 ? -n : n;
+    } else {
+        n = anFIBSBoard[0];
+        procBrd->anBoard[1][24] = n < 0 ? -n : n;
+        n = anFIBSBoard[25];
+        procBrd->anBoard[0][24] = n < 0 ? -n : n;
+    }
+
+    /* See https://savannah.gnu.org/bugs/?36485 for this.  */
+    if (procBrd->fDoubled)
+        SwapSides(procBrd->anBoard);
+
+    if (!procBrd->anDice[0] && anOppDice[0]) {
+        procBrd->anDice[0] = anOppDice[0];
+        procBrd->anDice[1] = anOppDice[1];
+    }
+
+    /*
+     * Crawford detection.  This is rather tricky with FIBS board states
+     * because FIBS sets both may-double flags to 1 in the Crawford game.
+     *
+     * We have to inspect the last and second last field for that.
+     * The last field is the post-Crawford flag, the second last
+     * field is the non-Crawford flag.
+     *
+     * Until at least one of the players is 1-away, you cannot deduce whether
+     * the Crawford rule is in use or not.  Once one of the players
+     * is 1-away, the non-Crawford flag is set to 3 if the Crawford rule
+     * is not in use; otherwise everything is still 0.
+     *
+     * Once the Crawford game is finished, the post-Crawford flag is set
+     * to 1.
+     *
+     * Since we cannot find out whether the Crawford rule is in use or not
+     * in the pre-Crawford games, the cubeful evaluation can be slightly
+     * biased.  But since the vast majority of matches on FIBS is played
+     * with the Crawford rule and we assume usage of the Crawford rule
+     * as a default, the bias is negligible.
+     */
+    if (!procBrd->nMatchTo) {
+        procBrd->fCrawford = 0;
+    } else {
+        if (((procBrd->nMatchTo - procBrd->nScore) == 1) || ((procBrd->nMatchTo - procBrd->nScoreOpp) == 1)) {
+            if (fNonCrawford || fPostCrawford) {
+                procBrd->fCrawford = 0;
+            } else {
+                procBrd->fCrawford = 1;
+            }
+        } else {
+            procBrd->fCrawford = 0;
+        }
+    }
+
+    procBrd->fCubeOwner = fCanDouble != fOppCanDouble ? fCanDouble : -1;
+    g_strlcpy(procBrd->szPlayer, brdInfo->gsName->str, MAX_NAME_LEN);
+    g_strlcpy(procBrd->szOpp, brdInfo->gsOpp->str, MAX_NAME_LEN);
+
+    return 0;
+}
diff --git a/engine/gnubg/drawboard.h b/engine/gnubg/drawboard.h
new file mode 100644
index 0000000..dd7528f
--- /dev/null
+++ b/engine/gnubg/drawboard.h
@@ -0,0 +1,46 @@
+/*
+ * Copyright (C) 1999-2001 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2000-2015 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#ifndef DRAWBOARD_H
+#define DRAWBOARD_H
+
+#include "gnubg-types.h"
+#include "external.h"
+
+extern int fClockwise;          /* Player 1 moves clockwise */
+
+extern char *DrawBoard(char *sz, const TanBoard anBoard, int fRoll, char *asz[], char *szMatchID, int nChequers);
+/* Fill the buffer pch with a representation of the move anMove, assuming
+ * the board looks like anBoard.  pch must have room for 28 characters plus
+ * a trailing 0 (consider the move `bar/24* 23/22* 21/20* 19/18*'). */
+#define FORMATEDMOVESIZE 29
+extern char *FormatMove(char *sz, const TanBoard anBoard, const int anMove[8]);
+extern char *FormatMovePlain(char *sz, const TanBoard anBoard, const int anMove[8]);
+extern int ParseMove(char *pch, int an[8]);
+extern void CanonicalMoveOrder(int an[]);
+/* Fill the buffer pch with a FIBS "boardstyle 3" description of the game. */
+extern char *FIBSBoard(char *pch, TanBoard anBoard, int fRoll,
+                       const char *szPlayer, const char *szOpp, int nMatchTo,
+                       int nScore, int nOpponent, int nDice0, int nDice1,
+                       int nCube, int fCubeOwner, int fDoubled, int fTurn,
+                       int fCrawford, int nChequers, int fPostCrawford);
+
+/* Process a board info structure from external interface */
+extern int ProcessFIBSBoardInfo(FIBSBoardInfo * brdInfo, ProcessedFIBSBoard * procBrd);
+
+#endif
diff --git a/engine/gnubg/eval.c b/engine/gnubg/eval.c
new file mode 100644
index 0000000..edbeef4
--- /dev/null
+++ b/engine/gnubg/eval.c
@@ -0,0 +1,6396 @@
+/*
+ * Copyright (C) 1998-2003 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2000-2025 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "config.h"
+#include "backgammon.h"
+#include <glib.h>
+#include <glib/gstdio.h>
+#include <locale.h>
+#include <string.h>
+#include <errno.h>
+#include <stdlib.h>
+#include "isaac.h"
+#include "md5.h"
+#include "bearoffgammon.h"
+#include "positionid.h"
+#include "matchid.h"
+#include "matchequity.h"
+#include "format.h"
+#include "simd.h"
+#include "multithread.h"
+#include "util.h"
+#include "lib/simd.h"
+
+typedef void (*classstatusfunc) (char *szOutput);
+typedef int (*cfunc) (const void *, const void *);
+
+/* Race inputs */
+enum {
+    /* In a race position, bar and the 24 points are always empty, so only */
+    /* 23*4 (92) are needed */
+
+    /* (0 <= k < 14), RI_OFF + k = */
+    /*                       1 if exactly k+1 checkers are off, 0 otherwise */
+
+    RI_OFF = 92,
+
+    /* Number of cross-overs by outside checkers */
+
+    RI_NCROSS = 92 + 14,
+
+    HALF_RACE_INPUTS
+};
+
+
+/* Contact inputs -- see Berliner for most of these */
+enum {
+    /* n - number of checkers off
+     *
+     * off1 -  1         n >= 5
+     * n/5       otherwise
+     *
+     * off2 -  1         n >= 10
+     * (n-5)/5   n < 5 < 10
+     * 0         otherwise
+     *
+     * off3 -  (n-10)/5  n > 10
+     * 0         otherwise
+     */
+
+    I_OFF1, I_OFF2, I_OFF3,
+
+    /* Minimum number of pips required to break contact.
+     *
+     * For each checker x, N(x) is checker location,
+     * C(x) is max({forall o : N(x) - N(o)}, 0)
+     *
+     * Break Contact : (sum over x of C(x)) / 152
+     *
+     * 152 is degree of contact of start position.
+     */
+    I_BREAK_CONTACT,
+
+    /* Location of back checker (Normalized to [01])
+     */
+    I_BACK_CHEQUER,
+
+    /* Location of most backward anchor (Normalized to [01])
+     */
+    I_BACK_ANCHOR,
+
+    /* Forward anchor in opponents home.
+     *
+     * Normalized in the following way:  If there is an anchor in opponents
+     * home at point k (1 <= k <= 6), value is k/6. Otherwise, if there is an
+     * anchor in points (7 <= k <= 12), take k/6 as well. Otherwise set to 2.
+     *
+     * This is an attempt for some continuity, since a 0 would be the "same" as
+     * a forward anchor at the bar.
+     */
+    I_FORWARD_ANCHOR,
+
+    /* Average number of pips opponent loses from hits.
+     *
+     * Some heuristics are required to estimate it, since we have no idea what
+     * the best move actually is.
+     *
+     * 1. If board is weak (less than 3 inner points made), don't consider
+     *    hitting on points 23 and 24.
+     * 2. Don't break inner points to hit.
+     */
+    I_PIPLOSS,
+
+    /* Number of rolls that hit at least one checker.
+     */
+    I_P1,
+
+    /* Number of rolls that hit at least two checkers.
+     */
+    I_P2,
+
+    /* How many rolls permit the back checker to escape (Normalized to [01])
+     */
+    I_BACKESCAPES,
+
+    /* Maximum containment of opponent checkers, from our points 9 to op back
+     * checker.
+     *
+     * Value is (1 - n/36), where n is number of rolls to escape.
+     */
+    I_ACONTAIN,
+
+    /* Above squared */
+    I_ACONTAIN2,
+
+    /* Maximum containment, from our point 9 to home.
+     * Value is (1 - n/36), where n is number of rolls to escape.
+     */
+    I_CONTAIN,
+
+    /* Above squared */
+    I_CONTAIN2,
+
+    /* For all checkers out of home,
+     * sum (Number of rolls that let x escape * distance from home)
+     *
+     * Normalized by dividing by 3600.
+     */
+    I_MOBILITY,
+
+    /* One sided moment.
+     * Let A be the point of weighted average:
+     * A = sum of N(x) for all x) / nCheckers.
+     *
+     * Then for all x : A < N(x), M = (average (N(X) - A)^2)
+     *
+     * Diveded by 400 to normalize.
+     */
+    I_MOMENT2,
+
+    /* Average number of pips lost when on the bar.
+     * Normalized to [01]
+     */
+    I_ENTER,
+
+    /* Probablity of one checker not entering from bar.
+     * 1 - (1 - n/6)^2, where n is number of closed points in op home.
+     */
+    I_ENTER2,
+
+    I_TIMING,
+
+    I_BACKBONE,
+
+    I_BACKG,
+
+    I_BACKG1,
+
+    I_FREEPIP,
+
+    I_BACKRESCAPES,
+
+    MORE_INPUTS
+};
+
+#define MINPPERPOINT 4
+
+#define NUM_INPUTS ((25 * MINPPERPOINT + MORE_INPUTS) * 2)
+#define NUM_RACE_INPUTS ( HALF_RACE_INPUTS * 2 )
+#define NUM_PRUNING_INPUTS (25 * MINPPERPOINT * 2)
+
+
+#if !defined(LOCKING_VERSION)
+
+f_FindnSaveBestMoves FindnSaveBestMoves = FindnSaveBestMovesNoLocking;
+f_FindBestMove FindBestMove = FindBestMoveNoLocking;
+f_EvaluatePosition EvaluatePosition = EvaluatePositionNoLocking;
+f_ScoreMove ScoreMove = ScoreMoveNoLocking;
+f_GeneralCubeDecisionE GeneralCubeDecisionE = GeneralCubeDecisionENoLocking;
+f_GeneralEvaluationE GeneralEvaluationE = GeneralEvaluationENoLocking;
+
+#define FindnSaveBestMoves FindnSaveBestMovesNoLocking
+#define FindBestMove FindBestMoveNoLocking
+#define EvaluatePosition EvaluatePositionNoLocking
+#define ScoreMove ScoreMoveNoLocking
+#define GeneralCubeDecisionE GeneralCubeDecisionENoLocking
+#define GeneralEvaluationE GeneralEvaluationENoLocking
+#define EvaluatePositionCache EvaluatePositionCacheNoLocking
+#define FindBestMovePlied FindBestMovePliedNoLocking
+#define GeneralEvaluationEPlied GeneralEvaluationEPliedNoLocking
+#define EvaluatePositionCubeful3 EvaluatePositionCubeful3NoLocking
+#define ScoreMoves ScoreMovesNoLocking
+#define ScoreMovesPruned ScoreMovesPrunedNoLocking
+#define FindBestMoveInEval FindBestMoveInEvalNoLocking
+#define GeneralEvaluationEPliedCubeful GeneralEvaluationEPliedCubefulNoLocking
+#define EvaluatePositionCubeful4 EvaluatePositionCubeful4NoLocking
+#define CacheAdd CacheAddNoLocking
+#define CacheLookup CacheLookupNoLocking
+
+static int EvaluatePositionCache(NNState * nnStates, const TanBoard anBoard, float arOutput[],
+                                 cubeinfo * pci, const evalcontext * pecx, int nPlies, positionclass pc);
+
+static int FindBestMovePlied(int anMove[8], int nDice0, int nDice1,
+                             TanBoard anBoard, const cubeinfo * pci,
+                             const evalcontext * pec, int nPlies, movefilter aamf[MAX_FILTER_PLIES][MAX_FILTER_PLIES]);
+
+static int anEscapes[0x1000];
+static int anEscapes1[0x1000];
+
+static int anPoint[16] = { 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 };
+
+neuralnet nnContact, nnRace, nnCrashed;
+
+neuralnet nnpContact, nnpRace, nnpCrashed;
+
+bearoffcontext *pbcOS = NULL;
+bearoffcontext *pbcTS = NULL;
+bearoffcontext *pbc1 = NULL;
+bearoffcontext *pbc2 = NULL;
+bearoffcontext *apbcHyper[3] = { NULL, NULL, NULL };
+
+evalCache cEval;
+evalCache cpEval;
+unsigned int cCache;
+int fInterrupt = FALSE;
+int fMatchCancelled = FALSE;
+
+/* variation of backgammon used by gnubg */
+
+bgvariation bgvDefault = VARIATION_STANDARD;
+
+/* the number of chequers for the variations */
+
+int anChequers[NUM_VARIATIONS] = { 15, 15, 1, 2, 3 };
+
+const char *aszVariations[NUM_VARIATIONS] = {
+    N_("Standard backgammon"),
+    N_("Nackgammon"),
+    N_("1-chequer hypergammon"),
+    N_("2-chequer hypergammon"),
+    N_("3-chequer hypergammon")
+};
+
+const char *aszVariationCommands[NUM_VARIATIONS] = {
+    "standard",
+    "nackgammon",
+    "1-chequer-hypergammon",
+    "2-chequer-hypergammon",
+    "3-chequer-hypergammon"
+};
+
+cubeinfo ciCubeless = { 1, 0, 0, 0, {0, 0}, FALSE, FALSE, FALSE,
+{1.0f, 1.0f, 1.0f, 1.0f}, VARIATION_STANDARD
+};
+
+const char *aszEvalType[] = {
+    N_("No evaluation"),
+    N_("Neural net evaluation"),
+    N_("Rollout")
+};
+
+evalcontext ecBasic = { .fCubeful = FALSE, .nPlies = 0, .fUsePrune = FALSE, .fDeterministic = TRUE, .rNoise = 0.0f };
+
+/* defaults for the filters  - 0 ply uses no filters */
+
+#include "movefilters.inc"
+
+movefilter defaultFilters[MAX_FILTER_PLIES][MAX_FILTER_PLIES] = MOVEFILTER_NORMAL;
+
+
+/* Random context, for generating non-deterministic noisy evaluations. */
+static randctx rc;
+#if defined(USE_MULTITHREAD)
+static GMutex noiseRNGMutex;
+#endif
+
+/*
+ * predefined settings
+ */
+
+const char *aszSettings[NUM_SETTINGS] = {
+    N_("setting|beginner"),
+    N_("setting|casual play"),
+    N_("setting|intermediate"),
+    N_("setting|advanced"),
+    N_("setting|0ply"),
+    N_("setting|1ply"),
+    N_("setting|2ply"),
+    N_("setting|3ply"),
+    N_("setting|4ply")
+};
+
+/* which evaluation context does the predefined settings use */
+evalcontext aecSettings[NUM_SETTINGS] = {
+    {.fCubeful = TRUE, .nPlies = 0, .fUsePrune = FALSE, .fDeterministic = TRUE, .rNoise = 0.060f},     /* beginner */
+    {.fCubeful = TRUE, .nPlies = 0, .fUsePrune = FALSE, .fDeterministic = TRUE, .rNoise = 0.050f},     /* casual player */
+    {.fCubeful = TRUE, .nPlies = 0, .fUsePrune = FALSE, .fDeterministic = TRUE, .rNoise = 0.040f},     /* intermediate */
+    {.fCubeful = TRUE, .nPlies = 0, .fUsePrune = FALSE, .fDeterministic = TRUE, .rNoise = 0.015f},     /* advanced */
+    {.fCubeful = TRUE, .nPlies = 0, .fUsePrune = FALSE, .fDeterministic = TRUE, .rNoise = 0.0f},       /* 0 ply */
+    {.fCubeful = TRUE, .nPlies = 1, .fUsePrune = TRUE, .fDeterministic = TRUE, .rNoise = 0.0f},       /* 1 ply */
+    {.fCubeful = TRUE, .nPlies = 2, .fUsePrune = TRUE, .fDeterministic = TRUE, .rNoise = 0.0f},       /* 2 ply */
+    {.fCubeful = TRUE, .nPlies = 3, .fUsePrune = TRUE, .fDeterministic = TRUE, .rNoise = 0.0f},       /* 3 ply */
+    {.fCubeful = TRUE, .nPlies = 4, .fUsePrune = TRUE, .fDeterministic = TRUE, .rNoise = 0.0f}        /* 4 ply */
+};
+
+/* which move filter does the predefined settings use */
+int aiSettingsMoveFilter[NUM_SETTINGS] = {
+    -1,                         /* beginner: n/a */
+    -1,                         /* casual play: n/a */
+    -1,                         /* intermediate: n/a */
+    -1,                         /* advanced: n/a */
+    -1,                         /* 0 ply: n/a */
+    0,                          /* 1 ply: normal */
+    0,                          /* 2 ply: normal */
+    0,                          /* 3 ply: normal */
+    0                           /* 4 ply: normal */
+};
+
+/* the predefined move filters */
+
+const char *aszMoveFilterSettings[NUM_MOVEFILTER_SETTINGS] = {
+    N_("Normal"),
+    N_("Large")
+};
+
+movefilter aaamfMoveFilterSettings[NUM_MOVEFILTER_SETTINGS][MAX_FILTER_PLIES][MAX_FILTER_PLIES] = {
+    MOVEFILTER_NORMAL,
+    MOVEFILTER_LARGE
+};
+
+
+const char *aszDoubleTypes[NUM_DOUBLE_TYPES] = {
+    N_("doubletype|Double"),
+    N_("doubletype|Beaver"),
+    N_("doubletype|Raccoon")
+};
+
+/* parameters for EvalEfficiency */
+
+static float rTSCubeX = 0.6f;   /* for match play only */
+float rOSCubeX = 0.6f;
+float rRaceFactorX[2] = { 0.00125f, 0.00250f };
+float rRaceCoefficientX[2] = { 0.55f, 0.60f };
+float rRaceMax[2] = { 0.7f, 0.8f };
+float rRaceMin[2] = { 0.6f, 0.6f };
+float rCrashedX[2] = { 0.68f, 0.76f };
+float rContactX[2] = { 0.68f, 0.76f };
+
+
+static inline int
+msb32(int n)
+#ifdef HAVE___BUILTIN_CLZ
+{
+    return 31 - __builtin_clz(n);       /* or __builtin_clz() ^ 31 */
+}
+#else
+/* from rosettacode.org */
+{
+    int b = 0;
+#define step(x) if (n >= 1 << x) b += x, n >>= x
+    step(16);
+    step(8);
+    step(4);
+    step(2);
+    step(1);
+#undef step
+    return b;
+}
+#endif
+
+static void
+ComputeTable0(void)
+{
+    int i, n0, n1;
+
+    for (i = 0; i < 0x1000; i++) {
+        int c = 0;
+
+        for (n0 = 0; n0 <= 5; n0++)
+            for (n1 = 0; n1 <= n0; n1++)
+                if (!(i & (1 << (n0 + n1 + 1))) && !((i & (1 << n0)) && (i & (1 << n1))))
+                    c += (n0 == n1) ? 1 : 2;
+
+        anEscapes[i] = c;
+    }
+}
+
+static int
+Escapes(const unsigned int anBoard[25], int n)
+{
+
+    int i, af = 0, m;
+
+    m = (n < 12) ? n : 12;
+
+    for (i = 0; i < m; i++)
+        af |= (anPoint[anBoard[24 + i - n]] << i);
+
+    return anEscapes[af];
+}
+
+static void
+ComputeTable1(void)
+{
+    int i, n0, n1;
+
+    anEscapes1[0] = 0;
+
+    for (i = 1; i < 0x1000; i++) {
+        int c = 0;
+        int low = 0;
+
+        while (!(i & (1 << low))) {
+            ++low;
+        }
+
+        for (n0 = 0; n0 <= 5; n0++)
+            for (n1 = 0; n1 <= n0; n1++) {
+
+                if ((n0 + n1 + 1 > low) && !(i & (1 << (n0 + n1 + 1))) && !((i & (1 << n0)) && (i & (1 << n1)))) {
+                    c += (n0 == n1) ? 1 : 2;
+                }
+            }
+
+        anEscapes1[i] = c;
+    }
+}
+
+static int
+Escapes1(const unsigned int anBoard[25], int n)
+{
+
+    int i, af = 0, m;
+
+    m = (n < 12) ? n : 12;
+
+    for (i = 0; i < m; i++)
+        af |= (anPoint[anBoard[24 + i - n]] << i);
+
+    return anEscapes1[af];
+}
+
+
+static void
+ComputeTable(void)
+{
+    ComputeTable0();
+    ComputeTable1();
+}
+
+static void
+DestroyWeights(void)
+{
+    NeuralNetDestroy(&nnContact);
+    NeuralNetDestroy(&nnCrashed);
+    NeuralNetDestroy(&nnRace);
+
+    NeuralNetDestroy(&nnpContact);
+    NeuralNetDestroy(&nnpCrashed);
+    NeuralNetDestroy(&nnpRace);
+}
+
+extern int
+EvalShutdown(void)
+{
+
+    int i;
+
+    /* close bearoff databases */
+
+    BearoffClose(pbc1);
+    BearoffClose(pbc2);
+    BearoffClose(pbcOS);
+    BearoffClose(pbcTS);
+    for (i = 0; i < 3; ++i)
+        BearoffClose(apbcHyper[i]);
+
+    /* destroy neural nets */
+
+    DestroyWeights();
+
+    /* destroy cache */
+
+    CacheDestroy(&cEval);
+    CacheDestroy(&cpEval);
+
+    return 0;
+
+}
+
+static int
+binary_weights_failed(char *filename, FILE * weights)
+{
+    float r;
+
+    if (!weights) {
+        g_print(_("couldn't open %s"), filename);
+        g_print("\n");
+        return -1;
+    }
+    if (fread(&r, sizeof r, 1, weights) < 1) {
+        g_print(_("couldn't read %s"), filename);
+        g_print("\n");
+        return -2;
+    }
+    if (r != WEIGHTS_MAGIC_BINARY) {
+        g_print(_("%s is not a weights file"), filename);
+        g_print("\n");
+        return -3;
+    }
+    if (fread(&r, sizeof r, 1, weights) < 1) {
+        g_print(_("couldn't read %s"), filename);
+        g_print("\n");
+        return -4;
+    }
+    if (r != WEIGHTS_VERSION_BINARY) {
+        char buf[20];
+        sprintf(buf, "%.2f", r);
+        g_print(_("weights file %s, has incorrect version (%s), expected (%s)"), filename, buf, WEIGHTS_VERSION);
+        g_print("\n");
+        return -5;
+    }
+
+    return 0;
+}
+
+static int
+weights_failed(char *filename, FILE * weights)
+{
+    char file_version[16];
+    if (!weights) {
+        g_print(_("couldn't open %s"), filename);
+        g_print("\n");
+        return -1;
+    }
+
+    if (fscanf(weights, "GNU Backgammon %15s\n", file_version) != 1) {
+        g_print(_("%s is not a weights file"), filename);
+        g_print("\n");
+        return -2;
+    }
+    if (strcmp(file_version, WEIGHTS_VERSION)) {
+        g_print(_("weights file %s, has incorrect version (%s), expected (%s)"),
+                filename, file_version, WEIGHTS_VERSION);
+        g_print("\n");
+        return -3;
+    }
+    return 0;
+}
+
+extern void
+EvalInitialise(char *szWeights, char *szWeightsBinary, int fNoBearoff, void (*pfProgress) (unsigned int))
+{
+    FILE *pfWeights = NULL;
+    int i, fReadWeights = FALSE;
+    static int fInitialised = FALSE;
+#if defined(USE_SIMD_INSTRUCTIONS)
+    int simderror = TRUE;
+#endif
+
+    if (!fInitialised) {
+#if defined(USE_SIMD_INSTRUCTIONS)
+        int result = SIMD_Supported();
+        switch (result) {
+        case -1:
+            outputerrf(_("Can't check for SIMD support\n"));
+            break;
+        case -2:
+            outputerrf(_("No cpuid check available\n"));
+            break;
+        case 0:
+            /* No SIMD support */
+            break;
+        case 1:
+            /* SIMD support */
+            simderror = FALSE;
+            break;
+        default:
+            outputerrf(_("Unknown error while doing SIMD support test\n"));
+        }
+
+        if (simderror) {
+#if defined(USE_AVX)
+            outputerrf(_
+                       ("\nThis version of GNU Backgammon is compiled with AVX support but this machine does not support AVX\n"));
+#else
+            outputerrf(_
+                       ("\nThis version of GNU Backgammon is compiled with SSE support but this machine does not support SSE\n"));
+#endif
+            exit(EXIT_FAILURE);
+        }
+#endif
+        cCache = 0x1 << CACHE_SIZE_DEFAULT;
+        if (CacheCreate(&cEval, cCache)) {
+            PrintError(_("Evaluation cache allocation failed"));
+            CacheCreate(&cEval, 0);
+            cCache = 0;
+        }
+
+        if (CacheCreate(&cpEval, 0x1 << 16)) {
+            PrintError(_("Evaluation cache allocation failed"));
+            return;
+        }
+
+        ComputeTable();
+
+        rc.randrsl[0] = (ub4) time(NULL);
+        for (i = 0; i < RANDSIZ; i++)
+            rc.randrsl[i] = rc.randrsl[0];
+        irandinit(&rc, TRUE);
+
+        fInitialised = TRUE;
+    }
+
+    if (!fNoBearoff) {
+        char *gnubg_bearoff;
+        char *gnubg_bearoff_os;
+
+        gnubg_bearoff_os = BuildFilename("gnubg_os0.bd");
+        if (!pbc1)
+            pbc1 = BearoffInit(gnubg_bearoff_os, BO_IN_MEMORY | BO_MUST_BE_ONE_SIDED, NULL);
+        g_free(gnubg_bearoff_os);
+
+        if (!pbc1)
+            pbc1 = BearoffInit(NULL, BO_HEURISTIC, pfProgress);
+
+        /* read two-sided db from gnubg.bd */
+        gnubg_bearoff = BuildFilename("gnubg_ts0.bd");
+        pbc2 = BearoffInit(gnubg_bearoff, BO_IN_MEMORY | BO_MUST_BE_TWO_SIDED, NULL);
+        g_free(gnubg_bearoff);
+
+        if (!pbc2)
+            g_printerr(
+                  _("\n***WARNING***\n\n"
+                    "GNU Backgammon will not use the two-sided bearoff\n"
+                    "database since the gnubg_ts0.bd could not be found.\n"
+                    "You should obtain this file or generate it yourself\n"
+                    "with the command: makebearoff -t 6x6 -f gnubg_ts0.bd\n"
+                    "You can also generate other bearoff databases; see\n" "README for more details\n\n"));
+
+        gnubg_bearoff_os = BuildFilename("gnubg_os.bd");
+        /* init one-sided db */
+        pbcOS = BearoffInit(gnubg_bearoff_os, BO_IN_MEMORY | BO_MUST_BE_ONE_SIDED, NULL);
+        g_free(gnubg_bearoff_os);
+
+        gnubg_bearoff = BuildFilename("gnubg_ts.bd");
+        /* init two-sided db */
+        pbcTS = BearoffInit(gnubg_bearoff, BO_IN_MEMORY | BO_MUST_BE_TWO_SIDED, NULL);
+        g_free(gnubg_bearoff);
+
+        /* hyper-gammon databases */
+
+        for (i = 0; i < 3; ++i) {
+            char *fn;
+            char sz[10];
+            sprintf(sz, "hyper%c.bd", i + '1');
+            fn = BuildFilename(sz);
+            apbcHyper[i] = BearoffInit(fn, BO_IN_MEMORY, NULL);
+            g_free(fn);
+        }
+
+    }
+
+    if (szWeightsBinary) {
+        pfWeights = g_fopen(szWeightsBinary, "rb");
+        if (!binary_weights_failed(szWeightsBinary, pfWeights)) {
+            if (!fReadWeights && !(fReadWeights =
+                                   !NeuralNetLoadBinary(&nnContact, pfWeights) &&
+                                   !NeuralNetLoadBinary(&nnRace, pfWeights) &&
+                                   !NeuralNetLoadBinary(&nnCrashed, pfWeights) &&
+                                   !NeuralNetLoadBinary(&nnpContact, pfWeights) &&
+                                   !NeuralNetLoadBinary(&nnpCrashed, pfWeights) &&
+                                   !NeuralNetLoadBinary(&nnpRace, pfWeights))) {
+                perror(szWeightsBinary);
+            }
+        }
+        if (pfWeights)
+            fclose(pfWeights);
+        pfWeights = NULL;
+    }
+
+    if (!fReadWeights && szWeights) {
+        pfWeights = g_fopen(szWeights, "r");
+        if (!weights_failed(szWeights, pfWeights)) {
+            setlocale(LC_ALL, "C");
+            if (!(fReadWeights =
+                  !NeuralNetLoad(&nnContact, pfWeights) &&
+                  !NeuralNetLoad(&nnRace, pfWeights) &&
+                  !NeuralNetLoad(&nnCrashed, pfWeights) &&
+                  !NeuralNetLoad(&nnpContact, pfWeights) &&
+                  !NeuralNetLoad(&nnpCrashed, pfWeights) && !NeuralNetLoad(&nnpRace, pfWeights)
+                ))
+                perror(szWeights);
+            setlocale(LC_ALL, "");
+        }
+        if (pfWeights)
+            fclose(pfWeights);
+        pfWeights = NULL;
+    }
+
+    g_assert(fReadWeights);
+
+    g_assert(nnContact.cInput == NUM_INPUTS && nnContact.cOutput == NUM_OUTPUTS);
+    g_assert(nnCrashed.cInput == NUM_INPUTS && nnCrashed.cOutput == NUM_OUTPUTS);
+    g_assert(nnRace.cInput == NUM_RACE_INPUTS && nnRace.cOutput == NUM_OUTPUTS);
+
+    g_assert(nnpContact.cInput == NUM_PRUNING_INPUTS && nnpContact.cOutput == NUM_OUTPUTS);
+    g_assert(nnpCrashed.cInput == NUM_PRUNING_INPUTS && nnpCrashed.cOutput == NUM_OUTPUTS);
+    g_assert(nnpRace.cInput == NUM_PRUNING_INPUTS && nnpRace.cOutput == NUM_OUTPUTS);
+
+    if (!fReadWeights) {
+        outputerrf(_("GNU Backgammon couldn't find a weights file."));
+        exit(EXIT_FAILURE);
+    }
+
+}
+
+/* Calculates inputs for any contact position, for one player only. */
+
+static void
+CalculateHalfInputs(const unsigned int anBoard[25], const unsigned int anBoardOpp[25], float afInput[])
+{
+    int i, j, k, l, nOppBack, n, aHit[39], nBoard;
+
+    /* aanCombination[n] -
+     * How many ways to hit from a distance of n pips.
+     * Each number is an index into aIntermediate below.
+     */
+    static const int aanCombination[24][5] = {
+        {0, -1, -1, -1, -1},    /*  1 */
+        {1, 2, -1, -1, -1},     /*  2 */
+        {3, 4, 5, -1, -1},      /*  3 */
+        {6, 7, 8, 9, -1},       /*  4 */
+        {10, 11, 12, -1, -1},   /*  5 */
+        {13, 14, 15, 16, 17},   /*  6 */
+        {18, 19, 20, -1, -1},   /*  7 */
+        {21, 22, 23, 24, -1},   /*  8 */
+        {25, 26, 27, -1, -1},   /*  9 */
+        {28, 29, -1, -1, -1},   /* 10 */
+        {30, -1, -1, -1, -1},   /* 11 */
+        {31, 32, 33, -1, -1},   /* 12 */
+        {-1, -1, -1, -1, -1},   /* 13 */
+        {-1, -1, -1, -1, -1},   /* 14 */
+        {34, -1, -1, -1, -1},   /* 15 */
+        {35, -1, -1, -1, -1},   /* 16 */
+        {-1, -1, -1, -1, -1},   /* 17 */
+        {36, -1, -1, -1, -1},   /* 18 */
+        {-1, -1, -1, -1, -1},   /* 19 */
+        {37, -1, -1, -1, -1},   /* 20 */
+        {-1, -1, -1, -1, -1},   /* 21 */
+        {-1, -1, -1, -1, -1},   /* 22 */
+        {-1, -1, -1, -1, -1},   /* 23 */
+        {38, -1, -1, -1, -1}    /* 24 */
+    };
+
+    /* One way to hit */
+    typedef struct {
+        /* if true, all intermediate points (if any) are required;
+         * if false, one of two intermediate points are required.
+         * Set to true for a direct hit, but that can be checked with
+         * nFaces == 1,
+         */
+        int fAll;
+
+        /* Intermediate points required */
+        int anIntermediate[3];
+
+        /* Number of faces used in hit (1 to 4) */
+        int nFaces;
+
+        /* Number of pips used to hit */
+        int nPips;
+    } Inter;
+
+    const Inter *pi;
+    /* All ways to hit */
+    static const Inter aIntermediate[39] = {
+        {1, {0, 0, 0}, 1, 1},   /*  0: 1x hits 1 */
+        {1, {0, 0, 0}, 1, 2},   /*  1: 2x hits 2 */
+        {1, {1, 0, 0}, 2, 2},   /*  2: 11 hits 2 */
+        {1, {0, 0, 0}, 1, 3},   /*  3: 3x hits 3 */
+        {0, {1, 2, 0}, 2, 3},   /*  4: 21 hits 3 */
+        {1, {1, 2, 0}, 3, 3},   /*  5: 11 hits 3 */
+        {1, {0, 0, 0}, 1, 4},   /*  6: 4x hits 4 */
+        {0, {1, 3, 0}, 2, 4},   /*  7: 31 hits 4 */
+        {1, {2, 0, 0}, 2, 4},   /*  8: 22 hits 4 */
+        {1, {1, 2, 3}, 4, 4},   /*  9: 11 hits 4 */
+        {1, {0, 0, 0}, 1, 5},   /* 10: 5x hits 5 */
+        {0, {1, 4, 0}, 2, 5},   /* 11: 41 hits 5 */
+        {0, {2, 3, 0}, 2, 5},   /* 12: 32 hits 5 */
+        {1, {0, 0, 0}, 1, 6},   /* 13: 6x hits 6 */
+        {0, {1, 5, 0}, 2, 6},   /* 14: 51 hits 6 */
+        {0, {2, 4, 0}, 2, 6},   /* 15: 42 hits 6 */
+        {1, {3, 0, 0}, 2, 6},   /* 16: 33 hits 6 */
+        {1, {2, 4, 0}, 3, 6},   /* 17: 22 hits 6 */
+        {0, {1, 6, 0}, 2, 7},   /* 18: 61 hits 7 */
+        {0, {2, 5, 0}, 2, 7},   /* 19: 52 hits 7 */
+        {0, {3, 4, 0}, 2, 7},   /* 20: 43 hits 7 */
+        {0, {2, 6, 0}, 2, 8},   /* 21: 62 hits 8 */
+        {0, {3, 5, 0}, 2, 8},   /* 22: 53 hits 8 */
+        {1, {4, 0, 0}, 2, 8},   /* 23: 44 hits 8 */
+        {1, {2, 4, 6}, 4, 8},   /* 24: 22 hits 8 */
+        {0, {3, 6, 0}, 2, 9},   /* 25: 63 hits 9 */
+        {0, {4, 5, 0}, 2, 9},   /* 26: 54 hits 9 */
+        {1, {3, 6, 0}, 3, 9},   /* 27: 33 hits 9 */
+        {0, {4, 6, 0}, 2, 10},  /* 28: 64 hits 10 */
+        {1, {5, 0, 0}, 2, 10},  /* 29: 55 hits 10 */
+        {0, {5, 6, 0}, 2, 11},  /* 30: 65 hits 11 */
+        {1, {6, 0, 0}, 2, 12},  /* 31: 66 hits 12 */
+        {1, {4, 8, 0}, 3, 12},  /* 32: 44 hits 12 */
+        {1, {3, 6, 9}, 4, 12},  /* 33: 33 hits 12 */
+        {1, {5, 10, 0}, 3, 15}, /* 34: 55 hits 15 */
+        {1, {4, 8, 12}, 4, 16}, /* 35: 44 hits 16 */
+        {1, {6, 12, 0}, 3, 18}, /* 36: 66 hits 18 */
+        {1, {5, 10, 15}, 4, 20},        /* 37: 55 hits 20 */
+        {1, {6, 12, 18}, 4, 24} /* 38: 66 hits 24 */
+    };
+
+    /* aaRoll[n] - All ways to hit with the n'th roll
+     * Each entry is an index into aIntermediate above.
+     */
+
+    static const int aaRoll[21][4] = {
+        {0, 2, 5, 9},           /* 11 */
+        {1, 8, 17, 24},         /* 22 */
+        {3, 16, 27, 33},        /* 33 */
+        {6, 23, 32, 35},        /* 44 */
+        {10, 29, 34, 37},       /* 55 */
+        {13, 31, 36, 38},       /* 66 */
+        {0, 1, 4, -1},          /* 21 */
+        {0, 3, 7, -1},          /* 31 */
+        {1, 3, 12, -1},         /* 32 */
+        {0, 6, 11, -1},         /* 41 */
+        {1, 6, 15, -1},         /* 42 */
+        {3, 6, 20, -1},         /* 43 */
+        {0, 10, 14, -1},        /* 51 */
+        {1, 10, 19, -1},        /* 52 */
+        {3, 10, 22, -1},        /* 53 */
+        {6, 10, 26, -1},        /* 54 */
+        {0, 13, 18, -1},        /* 61 */
+        {1, 13, 21, -1},        /* 62 */
+        {3, 13, 25, -1},        /* 63 */
+        {6, 13, 28, -1},        /* 64 */
+        {10, 13, 30, -1}        /* 65 */
+    };
+
+    /* One roll stat */
+
+    struct {
+        /* number of chequers this roll hits */
+        int nChequers;
+
+        /* count of pips this roll hits */
+        int nPips;
+    } aRoll[21];
+
+    {
+        int np = 0;
+
+        for (nOppBack = 24; nOppBack >= 0; --nOppBack) {
+            if (anBoardOpp[nOppBack]) {
+                break;
+            }
+        }
+
+        nOppBack = 23 - nOppBack;
+
+        for (i = nOppBack + 1; i < 25; i++)
+            if (anBoard[i])
+                np += (i + 1 - nOppBack) * anBoard[i];
+
+        afInput[I_BREAK_CONTACT] = (float) np / (15 + 152.0f);
+    }
+    {
+        unsigned int p = 0;
+
+        for (i = 0; i < nOppBack; i++) {
+            if (anBoard[i])
+                p += (i + 1) * anBoard[i];
+        }
+
+        afInput[I_FREEPIP] = (float) p / 100.0f;
+    }
+
+    {
+        int t = 0;
+        int no = 0;
+
+        int m = (nOppBack >= 11) ? nOppBack : 11;
+
+        t += 24 * anBoard[24];
+        no += anBoard[24];
+
+        for (i = 23; i > m; --i) {
+            if (unlikely(anBoard[i] && anBoard[i] != 2)) {
+                int ns = ((anBoard[i] > 2) ? (anBoard[i] - 2) : 1);
+                no += ns;
+                t += i * ns;
+            }
+        }
+
+        for (; i >= 6; --i) {
+            if (anBoard[i]) {
+                int nc = anBoard[i];
+                no += nc;
+                t += i * nc;
+            }
+        }
+
+        for (i = 5; i >= 0; --i) {
+            if (anBoard[i] > 2) {
+                t += i * (anBoard[i] - 2);
+                no += (anBoard[i] - 2);
+            } else if (anBoard[i] < 2) {
+                int nm = (2 - anBoard[i]);
+
+                if (no >= nm) {
+                    t -= i * nm;
+                    no -= nm;
+                }
+            }
+        }
+
+        afInput[I_TIMING] = (float) t / 100.0f;
+    }
+
+    /* Back chequer */
+
+    {
+        int nBack;
+
+        for (nBack = 24; nBack >= 0; --nBack) {
+            if (anBoard[nBack]) {
+                break;
+            }
+        }
+
+        afInput[I_BACK_CHEQUER] = (float) nBack / 24.0f;
+
+        /* Back anchor */
+
+        for (i = ((nBack == 24) ? 23 : nBack); i >= 0; --i) {
+            if (anBoard[i] >= 2) {
+                break;
+            }
+        }
+
+        afInput[I_BACK_ANCHOR] = (float) i / 24.0f;
+
+        /* Forward anchor */
+
+        n = 0;
+        for (j = 18; j <= i; ++j) {
+            if (anBoard[j] >= 2) {
+                n = 24 - j;
+                break;
+            }
+        }
+
+        if (n == 0) {
+            for (j = 17; j >= 12; --j) {
+                if (anBoard[j] >= 2) {
+                    n = 24 - j;
+                    break;
+                }
+            }
+        }
+
+        afInput[I_FORWARD_ANCHOR] = n == 0 ? 2.0f : (float) n / 6.0f;
+    }
+
+
+    /* Piploss */
+
+    nBoard = 0;
+    for (i = 0; i < 6; i++)
+        if (anBoard[i] >= 2)
+            nBoard++;
+
+    memset(aHit, 0, sizeof(aHit));
+
+    /* for every point we'd consider hitting a blot on, */
+
+    for (i = (nBoard > 2) ? 23 : 21; i >= 0; i--)
+        /* if there's a blot there, then */
+
+        if (unlikely(anBoardOpp[i] == 1))
+            /* for every point beyond */
+
+            for (j = 24 - i; j < 25; j++)
+                /* if we have a hitter and are willing to hit */
+
+                if (anBoard[j] && !(j < 6 && anBoard[j] == 2))
+                    /* for every roll that can hit from that point */
+
+                    for (n = 0; n < 5; n++) {
+                        if (aanCombination[j - 24 + i][n] == -1)
+                            break;
+
+                        /* find the intermediate points required to play */
+
+                        pi = aIntermediate + aanCombination[j - 24 + i][n];
+
+                        if (pi->fAll) {
+                            /* if nFaces is 1, there are no intermediate points */
+
+                            if (pi->nFaces > 1) {
+                                /* all the intermediate points are required */
+
+                                for (k = 0; k < 3 && pi->anIntermediate[k] > 0; k++)
+                                    if (anBoardOpp[i - pi->anIntermediate[k]] > 1)
+                                        /* point is blocked; look for other hits */
+                                        goto cannot_hit;
+                            }
+                        } else {
+                            /* either of two points are required */
+
+                            if (anBoardOpp[i - pi->anIntermediate[0]] > 1 && anBoardOpp[i - pi->anIntermediate[1]] > 1) {
+                                /* both are blocked; look for other hits */
+                                goto cannot_hit;
+                            }
+                        }
+
+                        /* enter this shot as available */
+
+                        aHit[aanCombination[j - 24 + i][n]] |= 1 << j;
+                    cannot_hit:;
+                    }
+
+    memset(aRoll, 0, sizeof(aRoll));
+
+    if (!anBoard[24]) {
+        /* we're not on the bar; for each roll, */
+
+        for (i = 0; i < 21; i++) {
+            n = -1;             /* (hitter used) */
+
+            /* for each way that roll hits, */
+            for (j = 0; j < 4; j++) {
+                int r = aaRoll[i][j];
+
+                if (unlikely(r < 0))
+                    break;
+
+                if (likely(!aHit[r]))
+                    continue;
+
+                pi = aIntermediate + r;
+
+                if (pi->nFaces == 1) {
+                    /* direct shot */
+                    k = msb32(aHit[r]);
+                    /* select the most advanced blot; if we still have
+                     * a chequer that can hit there */
+
+                    if (n != k || anBoard[k] > 1)
+                        aRoll[i].nChequers++;
+
+                    n = k;
+
+                    if (k - pi->nPips + 1 > aRoll[i].nPips)
+                        aRoll[i].nPips = k - pi->nPips + 1;
+
+                    /* if rolling doubles, check for multiple
+                     * direct shots */
+
+                    if (aaRoll[i][3] >= 0 && aHit[r] & ~(1 << k))
+                        aRoll[i].nChequers++;
+
+                } else {
+                    /* indirect shot */
+                    if (!aRoll[i].nChequers)
+                        aRoll[i].nChequers = 1;
+
+                    /* find the most advanced hitter */
+
+                    k = msb32(aHit[r]);
+
+                    if (k - pi->nPips + 1 > aRoll[i].nPips)
+                        aRoll[i].nPips = k - pi->nPips + 1;
+
+                    /* check for blots hit on intermediate points */
+
+                    for (l = 0; l < 3 && pi->anIntermediate[l] > 0; l++)
+                        if (anBoardOpp[23 - k + pi->anIntermediate[l]] == 1) {
+
+                            aRoll[i].nChequers++;
+                            break;
+                        }
+                }
+            }
+        }
+    } else if (anBoard[24] == 1) {
+        /* we have one on the bar; for each roll, */
+
+        for (i = 0; i < 21; i++) {
+            n = 0;              /* (free to use either die to enter) */
+
+            for (j = 0; j < 4; j++) {
+                int r = aaRoll[i][j];
+
+                if (r < 0)
+                    break;
+
+                if (!aHit[r])
+                    continue;
+
+                pi = aIntermediate + r;
+
+                if (pi->nFaces == 1) {
+                    /* direct shot */
+
+                    /* FIXME: There must be a more profitable way to use
+                     * the possibility of finding the msb quickly,
+                     * but I don't understand the code below. */
+#ifdef HAVE___BUILTIN_CLZ
+                    /* This shortcut is worthwhile only if msb32 is fast */
+                    for (k = msb32(aHit[r]); k > 0; k--) {
+#else
+                    for (k = 24; k > 0; k--) {
+#endif
+                        if (aHit[r] & (1 << k)) {
+                            /* if we need this die to enter, we can't hit elsewhere */
+
+                            if (n && k != 24)
+                                break;
+
+                            /* if this isn't a shot from the bar, the
+                             * other die must be used to enter */
+
+                            if (k != 24) {
+                                int npip = aIntermediate[aaRoll[i][1 - j]].nPips;
+
+                                if (anBoardOpp[npip - 1] > 1)
+                                    break;
+
+                                n = 1;
+                            }
+
+                            aRoll[i].nChequers++;
+
+                            if (k - pi->nPips + 1 > aRoll[i].nPips)
+                                aRoll[i].nPips = k - pi->nPips + 1;
+                        }
+                    }
+                } else {
+                    /* indirect shot -- consider from the bar only */
+                    if (!(aHit[r] & (1 << 24)))
+                        continue;
+
+                    if (!aRoll[i].nChequers)
+                        aRoll[i].nChequers = 1;
+
+                    if (25 - pi->nPips > aRoll[i].nPips)
+                        aRoll[i].nPips = 25 - pi->nPips;
+
+                    /* check for blots hit on intermediate points */
+                    for (k = 0; k < 3 && pi->anIntermediate[k] > 0; k++)
+                        if (anBoardOpp[pi->anIntermediate[k] + 1] == 1) {
+
+                            aRoll[i].nChequers++;
+                            break;
+                        }
+                }
+            }
+        }
+    } else {
+        /* we have more than one on the bar --
+         * count only direct shots from point 24 */
+
+        for (i = 0; i < 21; i++) {
+            /* for the first two ways that hit from the bar */
+
+            for (j = 0; j < 2; j++) {
+                int r = aaRoll[i][j];
+
+                if (!(aHit[r] & (1 << 24)))
+                    continue;
+
+                pi = aIntermediate + r;
+
+                /* only consider direct shots */
+
+                if (pi->nFaces != 1)
+                    continue;
+
+                aRoll[i].nChequers++;
+
+                if (25 - pi->nPips > aRoll[i].nPips)
+                    aRoll[i].nPips = 25 - pi->nPips;
+            }
+        }
+    }
+
+    {
+        int np = 0;
+        int n1 = 0;
+        int n2 = 0;
+
+        for (i = 0; i < 6; i++) {
+            int nc = aRoll[i].nChequers;
+
+            np += aRoll[i].nPips;
+
+            if (nc > 0) {
+                n1 += 1;
+
+                if (nc > 1) {
+                    n2 += 1;
+                }
+            }
+        }
+
+        for (; i < 21; i++) {
+            int nc = aRoll[i].nChequers;
+
+            np += aRoll[i].nPips * 2;
+
+            if (nc > 0) {
+                n1 += 2;
+
+                if (nc > 1) {
+                    n2 += 2;
+                }
+            }
+        }
+
+        afInput[I_PIPLOSS] = (float) np / (12.0f * 36.0f);
+
+        afInput[I_P1] = (float) n1 / 36.0f;
+        afInput[I_P2] = (float) n2 / 36.0f;
+    }
+
+    afInput[I_BACKESCAPES] = (float) Escapes(anBoard, 23 - nOppBack) / 36.0f;
+
+    afInput[I_BACKRESCAPES] = (float) Escapes1(anBoard, 23 - nOppBack) / 36.0f;
+
+    for (n = 36, i = 15; i < 24 - nOppBack; i++)
+        if ((j = Escapes(anBoard, i)) < n)
+            n = j;
+
+    afInput[I_ACONTAIN] = (float) (36 - n) / 36.0f;
+    afInput[I_ACONTAIN2] = afInput[I_ACONTAIN] * afInput[I_ACONTAIN];
+
+    if (nOppBack < 0) {
+        /* restart loop, point 24 should not be included */
+        i = 15;
+        n = 36;
+    }
+
+    for (; i < 24; i++)
+        if ((j = Escapes(anBoard, i)) < n)
+            n = j;
+
+
+    afInput[I_CONTAIN] = (float) (36 - n) / 36.0f;
+    afInput[I_CONTAIN2] = afInput[I_CONTAIN] * afInput[I_CONTAIN];
+
+    for (n = 0, i = 6; i < 25; i++)
+        if (anBoard[i])
+            n += (i - 5) * anBoard[i] * Escapes(anBoardOpp, i);
+
+    afInput[I_MOBILITY] = (float) n / 3600.0f;
+
+    j = 0;
+    n = 0;
+    for (i = 0; i < 25; i++) {
+        int ni = anBoard[i];
+
+        if (ni) {
+            j += ni;
+            n += i * ni;
+        }
+    }
+
+// cppcheck-suppress zerodiv
+    n = (n + j - 1) / j;
+
+    j = 0;
+    for (k = 0, i = n + 1; i < 25; i++) {
+        int ni = anBoard[i];
+
+        if (ni) {
+            j += ni;
+            k += ni * (i - n) * (i - n);
+        }
+    }
+
+    if (j) {
+        k = (k + j - 1) / j;
+    }
+
+    afInput[I_MOMENT2] = (float) k / 400.0f;
+
+    if (anBoard[24] > 0) {
+        int loss = 0;
+        int two = anBoard[24] > 1;
+
+        for (i = 0; i < 6; ++i) {
+            if (anBoardOpp[i] > 1) {
+                /* any double loses */
+
+                loss += 4 * (i + 1);
+
+                for (j = i + 1; j < 6; ++j) {
+                    if (anBoardOpp[j] > 1) {
+                        loss += 2 * (i + j + 2);
+                    } else {
+                        if (two) {
+                            loss += 2 * (i + 1);
+                        }
+                    }
+                }
+            } else {
+                if (two) {
+                    for (j = i + 1; j < 6; ++j) {
+                        if (anBoardOpp[j] > 1) {
+                            loss += 2 * (j + 1);
+                        }
+                    }
+                }
+            }
+        }
+
+        afInput[I_ENTER] = (float) loss / (36.0f * (49.0f / 6.0f));
+    } else {
+        afInput[I_ENTER] = 0.0f;
+    }
+
+    n = 0;
+    for (i = 0; i < 6; i++) {
+        n += anBoardOpp[i] > 1;
+    }
+
+    afInput[I_ENTER2] = (float) (36 - (n - 6) * (n - 6)) / 36.0f;
+
+    {
+        int pa = -1;
+        int w = 0;
+        int tot = 0;
+        int np;
+
+        for (np = 23; np > 0; --np) {
+            if (unlikely(anBoard[np] >= 2)) {
+                if (pa == -1) {
+                    pa = np;
+                    continue;
+                }
+
+                {
+                    int d = pa - np;
+
+                    static const int ac[23] = { 11, 11, 11, 11, 11, 11, 11,
+                        6, 5, 4, 3, 2,
+                        0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
+                    };
+
+                    w += ac[d] * anBoard[pa];
+                    tot += anBoard[pa];
+                }
+            }
+        }
+
+        if (tot) {
+            afInput[I_BACKBONE] = 1.0f - ((float) w / ((float) tot * 11.0f));
+        } else {
+            afInput[I_BACKBONE] = 0.0f;
+        }
+    }
+
+    {
+        unsigned int nAc = 0;
+
+        for (i = 18; i < 24; ++i) {
+            if (anBoard[i] > 1) {
+                ++nAc;
+            }
+        }
+
+        afInput[I_BACKG] = 0.0f;
+        afInput[I_BACKG1] = 0.0f;
+
+        if (nAc >= 1) {
+            unsigned int tot = 0;
+            for (i = 18; i < 25; ++i) {
+                tot += anBoard[i];
+            }
+
+            if (nAc > 1) {
+                /* g_assert( tot >= 4 ); */
+
+                afInput[I_BACKG] = (float) (tot - 3) / 4.0f;
+            } else {	/* nAc == 1 */
+                afInput[I_BACKG1] = (float) tot / 8.0f;
+            }
+        }
+    }
+}
+
+
+static void
+CalculateRaceInputs(const TanBoard anBoard, float inputs[])
+{
+    unsigned int side;
+
+    for (side = 0; side < 2; ++side) {
+        unsigned int i, k;
+
+        const unsigned int *const board = anBoard[side];
+        float *const afInput = inputs + side * HALF_RACE_INPUTS;
+
+        unsigned int menOff = 15;
+
+        {
+            g_assert(board[23] == 0 && board[24] == 0);
+        }
+
+        /* Points */
+        for (i = 0; i < 23; ++i) {
+            unsigned int const nc = board[i];
+
+            k = i * 4;
+
+            menOff -= nc;
+
+            afInput[k++] = (nc == 1) ? 1.0f : 0.0f;
+            afInput[k++] = (nc == 2) ? 1.0f : 0.0f;
+            afInput[k++] = (nc >= 3) ? 1.0f : 0.0f;
+            afInput[k] = nc > 3 ? (float) (nc - 3) / 2.0f : 0.0f;
+        }
+
+        /* Men off */
+        for (k = 0; k < 14; ++k) {
+            afInput[RI_OFF + k] = (menOff == (k + 1)) ? 1.0f : 0.0f;
+        }
+
+        {
+            unsigned int nCross = 0;
+
+            for (k = 1; k < 4; ++k) {
+                for (i = 6 * k; i < 6 * k + 6; ++i) {
+                    unsigned int const nc = board[i];
+
+                    if (nc) {
+                        nCross += nc * k;
+                    }
+                }
+            }
+
+            afInput[RI_NCROSS] = (float) nCross / 10.0f;
+        }
+    }
+}
+
+/* baseInputs() is now in lib/inputs.c */
+
+static void
+menOffAll(const unsigned int *anBoard, float *afInput)
+{
+    /* Men off */
+    int menOff = 15;
+    int i;
+
+    for (i = 0; i < 25; i++) {
+        menOff -= anBoard[i];
+    }
+
+    if (menOff <= 5) {
+        afInput[0] = menOff ? (float) menOff / 5.0f : 0.0f;
+        afInput[1] = 0.0f;
+        afInput[2] = 0.0f;
+    } else if (menOff <= 10) {
+        afInput[0] = 1.0f;
+        afInput[1] = (float) (menOff - 5) / 5.0f;
+        afInput[2] = 0.0f;
+    } else {
+        afInput[0] = 1.0f;
+        afInput[1] = 1.0f;
+        afInput[2] = ((float) menOff - 10) / 5.0f;
+    }
+}
+
+static void
+menOffNonCrashed(const unsigned int *anBoard, float *afInput)
+{
+    int menOff = 15;
+    int i;
+
+    for (i = 0; i < 25; ++i) {
+        menOff -= anBoard[i];
+    }
+    {
+        g_assert(menOff <= 8);
+    }
+
+    if (menOff <= 2) {
+        afInput[0] = menOff ? (float) menOff / 3.0f : 0.0f;
+        afInput[1] = 0.0f;
+        afInput[2] = 0.0f;
+    } else if (menOff <= 5) {
+        afInput[0] = 1.0f;
+        afInput[1] = (float) (menOff - 3) / 3.0f;
+        afInput[2] = 0.0f;
+    } else {
+        afInput[0] = 1.0f;
+        afInput[1] = 1.0f;
+        afInput[2] = (float) (menOff - 6) / 3.0f;
+    }
+
+}
+
+/* Calculates contact neural net inputs from the board position. */
+
+static void
+CalculateContactInputs(const TanBoard anBoard, float arInput[])
+{
+    baseInputs(anBoard, arInput);
+
+    {
+        float *b = arInput + MINPPERPOINT * 25 * 2;
+
+        /* I accidentally switched sides (0 and 1) when I trained the net */
+        menOffNonCrashed(anBoard[0], b + I_OFF1);
+
+        CalculateHalfInputs(anBoard[1], anBoard[0], b);
+    }
+
+    {
+        float *b = arInput + (MINPPERPOINT * 25 * 2 + MORE_INPUTS);
+
+        menOffNonCrashed(anBoard[1], b + I_OFF1);
+
+        CalculateHalfInputs(anBoard[0], anBoard[1], b);
+    }
+}
+
+/* Calculates crashed neural net inputs from the board position. */
+
+static void
+CalculateCrashedInputs(const TanBoard anBoard, float arInput[])
+{
+    baseInputs(anBoard, arInput);
+
+    {
+        float *b = arInput + MINPPERPOINT * 25 * 2;
+
+        menOffAll(anBoard[1], b + I_OFF1);
+
+        CalculateHalfInputs(anBoard[1], anBoard[0], b);
+    }
+
+    {
+        float *b = arInput + (MINPPERPOINT * 25 * 2 + MORE_INPUTS);
+
+        menOffAll(anBoard[0], b + I_OFF1);
+
+        CalculateHalfInputs(anBoard[0], anBoard[1], b);
+    }
+}
+
+extern void
+swap_us(unsigned int *p0, unsigned int *p1)
+{
+    unsigned int n = *p0;
+
+    *p0 = *p1;
+    *p1 = n;
+}
+
+extern void
+swap(int *p0, int *p1)
+{
+    int n = *p0;
+
+    *p0 = *p1;
+    *p1 = n;
+}
+
+extern void
+SwapSides(TanBoard anBoard)
+{
+    for (int i = 0; i < 25; i++) {
+        int n = anBoard[0][i];
+        anBoard[0][i] = anBoard[1][i];
+        anBoard[1][i] = n;
+    }
+}
+
+/* An upper bound on the number of turns it can take to complete a bearoff
+ * from bearoff position ID i. */
+static int
+MaxTurns(int id)
+{
+    unsigned short int aus[32];
+    int i;
+
+    BearoffDist(pbc1, id, NULL, NULL, NULL, aus, NULL);
+
+    for (i = 31; i >= 0; i--) {
+        if (aus[i])
+            return i;
+    }
+
+    return -1;
+}
+
+extern void
+SanityCheck(const TanBoard anBoard, float arOutput[])
+{
+    int i, j, nciq, ac[2], anBack[2], anCross[2], anGammonCross[2], anMaxTurns[2], fContact;
+
+    g_assert(arOutput[OUTPUT_WIN] >= 0.0f && arOutput[OUTPUT_WIN] <= 1.0f);
+    g_assert(arOutput[OUTPUT_WINGAMMON] >= 0.0f && arOutput[OUTPUT_WINGAMMON] <= 1.0f);
+    g_assert(arOutput[OUTPUT_WINBACKGAMMON] >= 0.0f && arOutput[OUTPUT_WINBACKGAMMON] <= 1.0f);
+    g_assert(arOutput[OUTPUT_LOSEGAMMON] >= 0.0f && arOutput[OUTPUT_LOSEGAMMON] <= 1.0f);
+    g_assert(arOutput[OUTPUT_LOSEBACKGAMMON] >= 0.0f && arOutput[OUTPUT_LOSEBACKGAMMON] <= 1.0f);
+
+    ac[0] = ac[1] = anBack[0] = anBack[1] = anCross[0] = anCross[1] = 0;
+    anGammonCross[0] = anGammonCross[1] = 1;
+
+    for (j = 0; j < 2; j++) {
+        for (i = 0, nciq = 0; i < 6; i++)
+            if (anBoard[j][i]) {
+                anBack[j] = i;
+                nciq += anBoard[j][i];
+            }
+        ac[j] = anCross[j] = nciq;
+
+        for (i = 6, nciq = 0; i < 12; i++)
+            if (anBoard[j][i]) {
+                anBack[j] = i;
+                nciq += anBoard[j][i];
+            }
+        ac[j] += nciq;
+        anCross[j] += 2 * nciq;
+        anGammonCross[j] += nciq;
+
+        for (i = 12, nciq = 0; i < 18; i++)
+            if (anBoard[j][i]) {
+                anBack[j] = i;
+                nciq += anBoard[j][i];
+            }
+        ac[j] += nciq;
+        anCross[j] += 3 * nciq;
+        anGammonCross[j] += 2 * nciq;
+
+        for (i = 18, nciq = 0; i < 24; i++)
+            if (anBoard[j][i]) {
+                anBack[j] = i;
+                nciq += anBoard[j][i];
+            }
+        ac[j] += nciq;
+        anCross[j] += 4 * nciq;
+        anGammonCross[j] += 3 * nciq;
+
+        if (anBoard[j][24]) {
+            anBack[j] = 24;
+            ac[j] += anBoard[j][24];
+            anCross[j] += 5 * anBoard[j][24];
+            anGammonCross[j] += 4 * anBoard[j][24];
+        }
+    }
+
+    fContact = anBack[0] + anBack[1] >= 24;
+
+    if (unlikely(!fContact)) {
+        for (i = 0; i < 2; i++)
+            if (anBack[i] < 6 && pbc1)
+                anMaxTurns[i] = MaxTurns(PositionBearoff(anBoard[i], pbc1->nPoints, pbc1->nChequers));
+            else
+                anMaxTurns[i] = anCross[i] * 2;
+
+        if (unlikely(!anMaxTurns[1]))
+            anMaxTurns[1] = 1;
+
+    }
+
+    if (unlikely(!fContact) && anCross[0] > 4 * (anMaxTurns[1] - 1))
+        /* Certain win */
+        arOutput[OUTPUT_WIN] = 1.0f;
+
+    if (unlikely(ac[0] < 15))
+        /* Opponent has borne off; no gammons or backgammons possible */
+        arOutput[OUTPUT_WINGAMMON] = arOutput[OUTPUT_WINBACKGAMMON] = 0.0f;
+    else if (unlikely(!fContact)) {
+        if (anCross[1] > 8 * anGammonCross[0])
+            /* Gammon impossible */
+            arOutput[OUTPUT_WINGAMMON] = 0.0f;
+        else if (anGammonCross[0] > 4 * (anMaxTurns[1] - 1))
+            /* Certain gammon */
+            arOutput[OUTPUT_WINGAMMON] = 1.0f;
+        if (anBack[0] < 18)
+            /* Backgammon impossible */
+            arOutput[OUTPUT_WINBACKGAMMON] = 0.0f;
+    }
+
+    if (unlikely(!fContact) && anCross[1] > 4 * anMaxTurns[0])
+        /* Certain loss */
+        arOutput[OUTPUT_WIN] = 0.0f;
+
+    if (unlikely(ac[1] < 15))
+        /* Player has borne off; no gammon or backgammon losses possible */
+        arOutput[OUTPUT_LOSEGAMMON] = arOutput[OUTPUT_LOSEBACKGAMMON] = 0.0f;
+    else if (unlikely(!fContact)) {
+        if (anCross[0] > 8 * anGammonCross[1] - 4)
+            /* Gammon loss impossible */
+            arOutput[OUTPUT_LOSEGAMMON] = 0.0f;
+        else if (anGammonCross[1] > 4 * anMaxTurns[0])
+            /* Certain gammon loss */
+            arOutput[OUTPUT_LOSEGAMMON] = 1.0f;
+        if (anBack[1] < 18)
+            /* Backgammon impossible */
+            arOutput[OUTPUT_LOSEBACKGAMMON] = 0.0f;
+    }
+
+    /* gammons must be less than wins */
+    if (unlikely(arOutput[OUTPUT_WINGAMMON] > arOutput[OUTPUT_WIN])) {
+        arOutput[OUTPUT_WINGAMMON] = arOutput[OUTPUT_WIN];
+    }
+
+    {
+        float lose = 1.0f - arOutput[OUTPUT_WIN];
+        if (unlikely(arOutput[OUTPUT_LOSEGAMMON] > lose)) {
+            arOutput[OUTPUT_LOSEGAMMON] = lose;
+        }
+    }
+
+    /* Backgammons cannot exceed gammons */
+    if (unlikely(arOutput[OUTPUT_WINBACKGAMMON] > arOutput[OUTPUT_WINGAMMON]))
+        arOutput[OUTPUT_WINBACKGAMMON] = arOutput[OUTPUT_WINGAMMON];
+
+    if (unlikely(arOutput[OUTPUT_LOSEBACKGAMMON] > arOutput[OUTPUT_LOSEGAMMON]))
+        arOutput[OUTPUT_LOSEBACKGAMMON] = arOutput[OUTPUT_LOSEGAMMON];
+
+    if (fContact) {
+        float noise = 1 / 10000.0f;
+
+        for (i = OUTPUT_WINGAMMON; i < NUM_OUTPUTS; ++i) {
+            if (unlikely(arOutput[i] < noise)) {
+                arOutput[i] = 0.0f;
+            }
+        }
+    }
+
+}
+
+
+extern positionclass
+ClassifyPosition(const TanBoard anBoard, const bgvariation bgv)
+{
+    int nOppBack, nBack;
+
+    for (nOppBack = 24; nOppBack >= 0; --nOppBack) {
+        if (anBoard[0][nOppBack]) {
+            break;
+        }
+    }
+
+    for (nBack = 24; nBack >= 0; --nBack) {
+        if (anBoard[1][nBack]) {
+            break;
+        }
+    }
+
+    if (unlikely(nBack < 0 || nOppBack < 0))
+        return CLASS_OVER;
+
+    /* special classes for hypergammon variants */
+
+    switch (bgv) {
+    case VARIATION_HYPERGAMMON_1:
+        return CLASS_HYPERGAMMON1;
+
+    case VARIATION_HYPERGAMMON_2:
+        return CLASS_HYPERGAMMON2;
+
+    case VARIATION_HYPERGAMMON_3:
+        return CLASS_HYPERGAMMON3;
+
+    case VARIATION_STANDARD:
+    case VARIATION_NACKGAMMON:
+
+        /* normal backgammon */
+
+        if (nBack + nOppBack > 22) {
+
+            /* contact position */
+
+            unsigned int const N = 6;
+            unsigned int i;
+            unsigned int side;
+
+            for (side = 0; side < 2; ++side) {
+                unsigned int tot = 0;
+
+                const unsigned int *board = anBoard[side];
+
+                for (i = 0; i < 25; ++i) {
+                    tot += board[i];
+                }
+
+                if (unlikely(tot <= N)) {
+                    return CLASS_CRASHED;
+                } else {
+                    if (unlikely(board[0] > 1)) {
+                        if (unlikely(tot <= (N + board[0]))) {
+                            return CLASS_CRASHED;
+                        } else {
+                            if (unlikely((1 + tot - (board[0] + board[1])) <= N) && board[1] > 1) {
+                                return CLASS_CRASHED;
+                            }
+                        }
+                    } else {
+                        if (unlikely(tot <= (N + (board[1] - 1)))) {
+                            return CLASS_CRASHED;
+                        }
+                    }
+                }
+            }
+
+            return CLASS_CONTACT;
+        } else {
+
+            if (unlikely(isBearoff(pbc2, anBoard)))
+                return CLASS_BEAROFF2;
+
+            if (unlikely(isBearoff(pbcTS, anBoard)))
+                return CLASS_BEAROFF_TS;
+
+            if (unlikely(isBearoff(pbc1, anBoard)))
+                return CLASS_BEAROFF1;
+
+            if (unlikely(isBearoff(pbcOS, anBoard)))
+                return CLASS_BEAROFF_OS;
+
+            return CLASS_RACE;
+
+        }
+
+    default:
+
+        g_assert_not_reached();
+
+    }
+
+    return CLASS_OVER;          /* for fussy compilers */
+}
+
+static int
+EvalBearoff2(const TanBoard anBoard, float arOutput[], const bgvariation UNUSED(bgv), NNState * UNUSED(nnStates))
+{
+    g_assert(pbc2);
+
+    return BearoffEval(pbc2, anBoard, arOutput);
+}
+
+static int
+EvalBearoffOS(const TanBoard anBoard, float arOutput[], const bgvariation UNUSED(bgv), NNState * UNUSED(nnStates))
+{
+
+    return BearoffEval(pbcOS, anBoard, arOutput);
+
+}
+
+
+static int
+EvalBearoffTS(const TanBoard anBoard, float arOutput[], const bgvariation UNUSED(bgv), NNState * UNUSED(nnStates))
+{
+
+    return BearoffEval(pbcTS, anBoard, arOutput);
+
+}
+
+static int
+EvalHypergammon1(const TanBoard anBoard, float arOutput[], const bgvariation UNUSED(bgv), NNState * UNUSED(nnStates))
+{
+
+    return BearoffEval(apbcHyper[0], anBoard, arOutput);
+
+}
+
+static int
+EvalHypergammon2(const TanBoard anBoard, float arOutput[], const bgvariation UNUSED(bgv), NNState * UNUSED(nnStates))
+{
+
+    return BearoffEval(apbcHyper[1], anBoard, arOutput);
+
+}
+
+static int
+EvalHypergammon3(const TanBoard anBoard, float arOutput[], const bgvariation UNUSED(bgv), NNState * UNUSED(nnStates))
+{
+
+    return BearoffEval(apbcHyper[2], anBoard, arOutput);
+
+}
+
+static int
+EvalBearoff1(const TanBoard anBoard, float arOutput[], const bgvariation UNUSED(bgv), NNState * UNUSED(nnStates))
+{
+
+    return BearoffEval(pbc1, anBoard, arOutput);
+
+}
+
+enum {
+    /* gammon possible by side on roll */
+    G_POSSIBLE = 0x1,
+    /* backgammon possible by side on roll */
+    BG_POSSIBLE = 0x2,
+    /* gammon possible by side not on roll */
+    OG_POSSIBLE = 0x4,
+    /* backgammon possible by side not on roll */
+    OBG_POSSIBLE = 0x8
+};
+
+/* side - side that potentially can win a backgammon */
+/* Return - Probablity that side will win a backgammon */
+
+static float
+raceBGprob(const TanBoard anBoard, int side, const bgvariation bgv)
+{
+    int totMenHome = 0;
+    int totPipsOp = 0;
+    unsigned int i;
+    TanBoard dummy;
+
+    for (i = 0; i < 6; ++i) {
+        totMenHome += anBoard[side][i];
+    }
+
+    for (i = 22; i >= 18; --i) {
+        totPipsOp += anBoard[1 - side][i] * (i - 17);
+    }
+
+    if (!((totMenHome + 3) / 4 - (side == 1 ? 1 : 0) <= (totPipsOp + 2) / 3)) {
+        return 0.0f;
+    }
+
+    for (i = 0; i < 25; ++i) {
+        dummy[side][i] = anBoard[side][i];
+    }
+
+    for (i = 0; i < 6; ++i) {
+        dummy[1 - side][i] = anBoard[1 - side][18 + i];
+    }
+
+    for (i = 6; i < 25; ++i) {
+        dummy[1 - side][i] = 0;
+    }
+
+    {
+        float p = 0.0f;
+        const long *bgp = getRaceBGprobs(dummy[1 - side]);
+        if (bgp) {
+            int k = PositionBearoff(anBoard[side], pbc1->nPoints, pbc1->nChequers);
+            unsigned short int aProb[32];
+
+            unsigned int j;
+
+            unsigned long scale = (side == 0) ? 36 : 1;
+
+            BearoffDist(pbc1, k, NULL, NULL, NULL, aProb, NULL);
+
+            for (j = 1 - side; j < RBG_NPROBS; j++) {
+                unsigned long sum = 0;
+                scale *= 36;
+                for (i = 1; i <= j + side; ++i) {
+                    sum += aProb[i];
+                }
+                p += (float) bgp[j] / (float) scale *(float) sum;
+            }
+
+            p /= 65535.0f;
+
+        } else {
+            float ar[5];
+
+            if (PositionBearoff(dummy[0], 6, 15) > 923 || PositionBearoff(dummy[1], 6, 15) > 923) {
+                EvalBearoff1((ConstTanBoard) dummy, ar, bgv, NULL);
+            } else {
+                EvalBearoff2((ConstTanBoard) dummy, ar, bgv, NULL);
+            }
+
+            p = (side == 1 ? ar[0] : 1.0f - ar[0]);
+        }
+
+        return MIN(p, 1.0f);
+    }
+}
+
+extern void
+EvalRaceBG(const TanBoard anBoard, float arOutput[], const bgvariation bgv)
+
+/* anBoard[1] is on roll */
+{
+    /* total men for side not on roll */
+    int totMen0 = 0;
+
+    /* total men for side on roll */
+    int totMen1 = 0;
+
+    /* a set flag for every possible outcome */
+    int any = 0;
+
+    int i;
+
+    for (i = 23; i >= 0; --i) {
+        totMen0 += anBoard[0][i];
+        totMen1 += anBoard[1][i];
+    }
+
+    if (totMen1 == 15) {
+        any |= OG_POSSIBLE;
+    }
+
+    if (totMen0 == 15) {
+        any |= G_POSSIBLE;
+    }
+
+    if (any) {
+        if (any & OG_POSSIBLE) {
+            for (i = 23; i >= 18; --i) {
+                if (anBoard[1][i] > 0) {
+                    break;
+                }
+            }
+            if (i >= 18) {
+                any |= OBG_POSSIBLE;
+            }
+        }
+
+        if (any & G_POSSIBLE) {
+            for (i = 23; i >= 18; --i) {
+                if (anBoard[0][i] > 0) {
+                    break;
+                }
+            }
+
+            if (i >= 18) {
+                any |= BG_POSSIBLE;
+            }
+        }
+    }
+
+    if (any & (BG_POSSIBLE | OBG_POSSIBLE)) {
+        /* side that can have the backgammon */
+        int side = (any & BG_POSSIBLE) ? 1 : 0;
+
+        float pr = raceBGprob(anBoard, side, bgv);
+
+        if (pr > 0.0f) {
+            if (side == 1) {
+                arOutput[OUTPUT_WINBACKGAMMON] = pr;
+
+                if (arOutput[OUTPUT_WINGAMMON] < arOutput[OUTPUT_WINBACKGAMMON]) {
+                    arOutput[OUTPUT_WINGAMMON] = arOutput[OUTPUT_WINBACKGAMMON];
+                }
+            } else {
+                arOutput[OUTPUT_LOSEBACKGAMMON] = pr;
+
+                if (arOutput[OUTPUT_LOSEGAMMON] < arOutput[OUTPUT_LOSEBACKGAMMON]) {
+                    arOutput[OUTPUT_LOSEGAMMON] = arOutput[OUTPUT_LOSEBACKGAMMON];
+                }
+            }
+        } else {
+            if (side == 1) {
+                arOutput[OUTPUT_WINBACKGAMMON] = 0.0f;
+            } else {
+                arOutput[OUTPUT_LOSEBACKGAMMON] = 0.0f;
+            }
+        }
+    }
+}
+
+static int
+EvalRace(const TanBoard anBoard, float arOutput[], const bgvariation bgv, NNState * nnStates)
+{
+    SSE_ALIGN(float arInput[NUM_RACE_INPUTS]);
+
+    CalculateRaceInputs(anBoard, arInput);
+
+#if defined(USE_SIMD_INSTRUCTIONS)
+    if (NeuralNetEvaluateSSE(&nnRace, arInput, arOutput, nnStates ? nnStates + (CLASS_RACE - CLASS_RACE) : NULL))
+#else
+    if (NeuralNetEvaluate(&nnRace, arInput, arOutput, nnStates ? nnStates + (CLASS_RACE - CLASS_RACE) : NULL))
+#endif
+        return -1;
+
+    /* special evaluation of backgammons overrides net output */
+
+    EvalRaceBG(anBoard, arOutput, bgv);
+
+    /* sanity check will take care of rest */
+
+    return 0;
+}
+
+static int
+EvalContact(const TanBoard anBoard, float arOutput[], const bgvariation UNUSED(bgv), NNState * nnStates)
+{
+    SSE_ALIGN(float arInput[NUM_INPUTS]);
+
+    CalculateContactInputs(anBoard, arInput);
+
+#if defined(USE_SIMD_INSTRUCTIONS)
+    return NeuralNetEvaluateSSE(&nnContact, arInput, arOutput,
+                                nnStates ? nnStates + (CLASS_CONTACT - CLASS_RACE) : NULL);
+#else
+    return NeuralNetEvaluate(&nnContact, arInput, arOutput, nnStates ? nnStates + (CLASS_CONTACT - CLASS_RACE) : NULL);
+#endif
+}
+
+static int
+EvalCrashed(const TanBoard anBoard, float arOutput[], const bgvariation UNUSED(bgv), NNState * nnStates)
+{
+    SSE_ALIGN(float arInput[NUM_INPUTS]);
+
+    CalculateCrashedInputs(anBoard, arInput);
+
+#if defined(USE_SIMD_INSTRUCTIONS)
+    return NeuralNetEvaluateSSE(&nnCrashed, arInput, arOutput,
+                                nnStates ? nnStates + (CLASS_CRASHED - CLASS_RACE) : NULL);
+#else
+    return NeuralNetEvaluate(&nnCrashed, arInput, arOutput, nnStates ? nnStates + (CLASS_CRASHED - CLASS_RACE) : NULL);
+#endif
+}
+
+extern int
+EvalOver(const TanBoard anBoard, float arOutput[], const bgvariation bgv, NNState * UNUSED(nnStates))
+{
+    int i, c;
+    int n = anChequers[bgv];
+
+    for (i = 0; i < 25; i++)
+        if (anBoard[0][i])
+            break;
+
+    if (i == 25) {
+        /* opponent has no pieces on board; player has lost */
+        arOutput[OUTPUT_WIN] = arOutput[OUTPUT_WINGAMMON] = arOutput[OUTPUT_WINBACKGAMMON] = 0.0f;
+
+        for (i = 0, c = 0; i < 25; i++)
+            c += anBoard[1][i];
+
+        if (c == n) {
+            /* player still has all pieces on board; loses gammon */
+            arOutput[OUTPUT_LOSEGAMMON] = 1.0f;
+
+            for (i = 18; i < 25; i++)
+                if (anBoard[1][i]) {
+                    /* player still has pieces in opponent's home board;
+                     * loses backgammon */
+                    arOutput[OUTPUT_LOSEBACKGAMMON] = 1.0f;
+
+                    return 0;
+                }
+
+            arOutput[OUTPUT_LOSEBACKGAMMON] = 0.0f;
+
+            return 0;
+        }
+
+        arOutput[OUTPUT_LOSEGAMMON] = arOutput[OUTPUT_LOSEBACKGAMMON] = 0.0f;
+
+        return 0;
+    }
+
+    for (i = 0; i < 25; i++)
+        if (anBoard[1][i])
+            break;
+
+    if (i == 25) {
+        /* player has no pieces on board; wins */
+        arOutput[OUTPUT_WIN] = 1.0f;
+        arOutput[OUTPUT_LOSEGAMMON] = arOutput[OUTPUT_LOSEBACKGAMMON] = 0.0f;
+
+        for (i = 0, c = 0; i < 25; i++)
+            c += anBoard[0][i];
+
+        if (c == n) {
+            /* opponent still has all pieces on board; win gammon */
+            arOutput[OUTPUT_WINGAMMON] = 1.0f;
+
+            for (i = 18; i < 25; i++)
+                if (anBoard[0][i]) {
+                    /* opponent still has pieces in player's home board;
+                     * win backgammon */
+                    arOutput[OUTPUT_WINBACKGAMMON] = 1.0f;
+
+                    return 0;
+                }
+
+            arOutput[OUTPUT_WINBACKGAMMON] = 0.0f;
+
+            return 0;
+        }
+
+        arOutput[OUTPUT_WINGAMMON] = arOutput[OUTPUT_WINBACKGAMMON] = 0.0f;
+    }
+
+    return 0;
+
+}
+
+classevalfunc acef[N_CLASSES] = {
+    EvalOver,
+    EvalHypergammon1,
+    EvalHypergammon2,
+    EvalHypergammon3,
+    EvalBearoff2, EvalBearoffTS,
+    EvalBearoff1, EvalBearoffOS,
+    EvalRace, EvalCrashed, EvalContact
+};
+
+extern float
+Noise(const evalcontext * pec, const TanBoard anBoard, int iOutput)
+{
+    float r;
+
+    if (pec->fDeterministic) {
+        char auchBoard[50];
+        unsigned char auch[16];
+        int i;
+
+        for (i = 0; i < 25; i++) {
+            auchBoard[i << 1] = (char) anBoard[0][i];
+            auchBoard[(i << 1) + 1] = (char) anBoard[1][i];
+        }
+
+        auchBoard[0] += (char) iOutput;
+
+        md5_buffer(auchBoard, 50, auch);
+
+        /* We can't use a Box-Muller transform here, because generating
+         * a point in the unit circle requires a potentially unbounded
+         * number of integers, and all we have is the board.  So we
+         * just take the sum of the bytes in the hash, which (by the
+         * central limit theorem) should have a normal-ish distribution. */
+
+        r = 0.0f;
+        for (i = 0; i < 16; i++)
+            r += auch[i];
+
+        r -= 2040.0f;
+        r /= 295.6f;
+    } else {
+        /* Box-Muller transform of a point in the unit circle. */
+        float x, y;
+
+#if defined(USE_MULTITHREAD)
+        g_mutex_lock(&noiseRNGMutex);
+#endif
+        do {
+            x = (float) irand(&rc) * 2.0f / (float) UB4MAXVAL - 1.0f;
+            y = (float) irand(&rc) * 2.0f / (float) UB4MAXVAL - 1.0f;
+            r = x * x + y * y;
+        } while (r > 1.0f || r == 0.0f);
+#if defined(USE_MULTITHREAD)
+        g_mutex_unlock(&noiseRNGMutex);
+#endif
+
+        r = y * sqrtf(-2.0f * logf(r) / r);
+        (void) x;
+    }
+
+    r *= pec->rNoise;
+
+    if (iOutput == OUTPUT_WINGAMMON || iOutput == OUTPUT_LOSEGAMMON)
+        r *= 0.25f;
+    else if (iOutput == OUTPUT_WINBACKGAMMON || iOutput == OUTPUT_LOSEBACKGAMMON)
+        r *= 0.01f;
+
+    return r;
+}
+
+extern int
+EvalKey(const evalcontext * pec, const int nPlies, const cubeinfo * pci, int fCubefulEquity)
+{
+
+    int iKey;
+    /*
+     * Bit 00-03: nPlies
+     * Bit 04   : fCubeful
+     * Bit 05   : fMove
+     * Bit 06   : fUsePrune
+     * Bit 07-12: anScore[ 0 ]
+     * Bit 13-18: anScore[ 1 ]
+     * Bit 19-22: log2(nCube)
+     * Bit 23-24: fCubeOwner
+     * Bit 25   : fCrawford
+     * Bit 26   : fJacoby
+     * Bit 27   : fBeavers
+     */
+
+    iKey = (nPlies | (pec->fCubeful << 4) | (pci->fMove << 5));
+
+    if (nPlies)
+        iKey ^= ((pec->fUsePrune) << 6);
+
+
+    if (nPlies || fCubefulEquity) {
+        /* In match play, the score and cube value and position are important. */
+        if (pci->nMatchTo)
+            iKey ^=
+                ((pci->nMatchTo - pci->anScore[pci->fMove] - 1) << 7) ^
+                ((pci->nMatchTo - pci->anScore[!pci->fMove] - 1) << 13) ^
+                (LogCube(pci->nCube) << 19) ^
+                ((pci->fCubeOwner < 0 ? 2 : pci->fCubeOwner == pci->fMove) << 23) ^ (pci->fCrawford << 25);
+        else if (pec->fCubeful || fCubefulEquity)
+            /* in cubeful money games the cube position and rules are important. */
+            iKey ^=
+                ((pci->fCubeOwner < 0 ? 2 :
+                  pci->fCubeOwner == pci->fMove) << 23) ^ (pci->fJacoby << 26) ^ (pci->fBeavers << 27);
+
+        if (fCubefulEquity)
+            iKey ^= 0x6a47b47e;
+    }
+
+    return iKey;
+
+}
+
+extern int
+PerfectCubeful(bearoffcontext * pbc, const TanBoard anBoard, float arEquity[])
+{
+
+    unsigned int nUs = PositionBearoff(anBoard[1], pbc->nPoints, pbc->nChequers);
+    unsigned int nThem = PositionBearoff(anBoard[0], pbc->nPoints, pbc->nChequers);
+    unsigned int n = Combination(pbc->nPoints + pbc->nChequers, pbc->nPoints);
+    unsigned int iPos = nUs * n + nThem;
+
+    return BearoffCubeful(pbc, iPos, arEquity, NULL);
+
+}
+
+
+extern int
+EvaluatePerfectCubeful(const TanBoard anBoard, float arEquity[], const bgvariation bgv)
+{
+
+    positionclass pc = ClassifyPosition(anBoard, bgv);
+
+    g_assert(pc <= CLASS_PERFECT);
+
+    switch (pc) {
+    case CLASS_BEAROFF2:
+        return PerfectCubeful(pbc2, anBoard, arEquity);
+    case CLASS_BEAROFF_TS:
+        return PerfectCubeful(pbcTS, anBoard, arEquity);
+    default:
+        g_assert_not_reached();
+    }
+
+    return -1;
+
+}
+
+extern void
+InvertEvaluation(float ar[NUM_OUTPUTS])
+{
+
+    float r;
+
+    ar[OUTPUT_WIN] = 1.0f - ar[OUTPUT_WIN];
+
+    r = ar[OUTPUT_WINGAMMON];
+    ar[OUTPUT_WINGAMMON] = ar[OUTPUT_LOSEGAMMON];
+    ar[OUTPUT_LOSEGAMMON] = r;
+
+    r = ar[OUTPUT_WINBACKGAMMON];
+    ar[OUTPUT_WINBACKGAMMON] = ar[OUTPUT_LOSEBACKGAMMON];
+    ar[OUTPUT_LOSEBACKGAMMON] = r;
+}
+
+extern void
+InvertEvaluationR(float ar[NUM_ROLLOUT_OUTPUTS], const cubeinfo * pci)
+{
+    /* invert win, gammon etc. */
+
+    InvertEvaluation(ar);
+
+    /* invert equities */
+
+    ar[OUTPUT_EQUITY] = -ar[OUTPUT_EQUITY];
+
+    if (pci->nMatchTo)
+        ar[OUTPUT_CUBEFUL_EQUITY] = 1.0f - ar[OUTPUT_CUBEFUL_EQUITY];
+    else
+        ar[OUTPUT_CUBEFUL_EQUITY] = -ar[OUTPUT_CUBEFUL_EQUITY];
+
+
+}
+
+
+extern int
+GameStatus(const TanBoard anBoard, const bgvariation bgv)
+{
+
+    SSE_ALIGN(float ar[NUM_OUTPUTS]) = { 0.0f };
+
+    if (ClassifyPosition(anBoard, bgv) != CLASS_OVER)
+        return 0;
+
+    EvalOver(anBoard, ar, bgv, NULL);
+
+    if (ar[OUTPUT_WINBACKGAMMON] > 0.0f || ar[OUTPUT_LOSEBACKGAMMON] > 0.0f)
+        return 3;
+
+    if (ar[OUTPUT_WINGAMMON] > 0.0f || ar[OUTPUT_LOSEGAMMON] > 0.0f)
+        return 2;
+
+    return 1;
+
+}
+
+/*
+ * Utility returns the "correct" cubeless equity based on the current
+ * gammon values.
+ *
+ * Use UtilityME to get the "true" money equity.
+ */
+
+extern float
+Utility(float ar[NUM_OUTPUTS], const cubeinfo * pci)
+{
+
+    if (!pci->nMatchTo) {
+
+        /* equity calculation for money game */
+
+        /* For money game the gammon price is the same for both
+         * players, so there is no need to use pci->fMove. */
+        return
+            ar[OUTPUT_WIN] * 2.0f - 1.0f +
+            (ar[OUTPUT_WINGAMMON] - ar[OUTPUT_LOSEGAMMON]) *
+            pci->arGammonPrice[0] + (ar[OUTPUT_WINBACKGAMMON] - ar[OUTPUT_LOSEBACKGAMMON]) * pci->arGammonPrice[1];
+
+    } else {
+
+        /* equity calculation for match play */
+
+        return ar[OUTPUT_WIN] * 2.0f - 1.0f + ar[OUTPUT_WINGAMMON] * pci->arGammonPrice[pci->fMove]
+            - ar[OUTPUT_LOSEGAMMON] * pci->arGammonPrice[!pci->fMove]
+            + ar[OUTPUT_WINBACKGAMMON] * pci->arGammonPrice[2 + pci->fMove]
+            - ar[OUTPUT_LOSEBACKGAMMON] * pci->arGammonPrice[2 + !pci->fMove];
+
+    }
+
+}
+
+/*
+ * UtilityME is identical to Utility for match play.
+ * For money play it returns the money equity instead of the
+ * correct cubeless equity.
+ */
+
+extern float
+UtilityME(float ar[NUM_OUTPUTS], const cubeinfo * pci)
+{
+
+    if (!pci->nMatchTo)
+
+        /* calculate money equity */
+
+        return
+            ar[OUTPUT_WIN] * 2.0f - 1.0f +
+            (ar[OUTPUT_WINGAMMON] - ar[OUTPUT_LOSEGAMMON]) + (ar[OUTPUT_WINBACKGAMMON] - ar[OUTPUT_LOSEBACKGAMMON]);
+
+    else
+
+        return Utility(ar, pci);
+
+}
+
+
+extern float
+mwc2eq(const float rMwc, const cubeinfo * pci)
+{
+
+    /* mwc if I win/lose */
+
+    float rMwcWin, rMwcLose;
+
+    rMwcWin = getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                    pci->fMove, pci->nCube, pci->fMove, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+    rMwcLose = getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                     pci->fMove, pci->nCube, !pci->fMove, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+    /*
+     * make linear inter- or extrapolation:
+     * equity       mwc
+     *  -1          rMwcLose
+     *  +1          rMwcWin
+     *
+     * Interpolation formula:
+     *
+     *       2 * rMwc - ( rMwcWin + rMwcLose )
+     * rEq = ---------------------------------
+     *            rMwcWin - rMwcLose
+     *
+     * FIXME: numerical problems?
+     * If you are trailing 30-away, 1-away the difference between
+     * 29-away, 1-away and 30-away, 0-away is not very large, and it may
+     * give numerical problems.
+     *
+     */
+
+    return (2.0f * rMwc - (rMwcWin + rMwcLose)) / (rMwcWin - rMwcLose);
+
+}
+
+extern float
+eq2mwc(const float rEq, const cubeinfo * pci)
+{
+
+    /* mwc if I win/lose */
+
+    float rMwcWin, rMwcLose;
+
+    rMwcWin = getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                    pci->fMove, pci->nCube, pci->fMove, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+    rMwcLose = getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                     pci->fMove, pci->nCube, !pci->fMove, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+    /*
+     * Linear inter- or extrapolation.
+     * Solve the formula in the routine above (mwc2eq):
+     *
+     *        rEq * ( rMwcWin - rMwcLose ) + ( rMwcWin + rMwcLose )
+     * rMwc = -----------------------------------------------------
+     *                                   2
+     */
+
+    return 0.5f * (rEq * (rMwcWin - rMwcLose) + (rMwcWin + rMwcLose));
+
+}
+
+/*
+ * Convert standard error MWC to standard error equity
+ *
+ */
+
+extern float
+se_mwc2eq(const float rMwc, const cubeinfo * pci)
+{
+
+    /* mwc if I win/lose */
+
+    float rMwcWin, rMwcLose;
+
+    rMwcWin = getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                    pci->fMove, pci->nCube, pci->fMove, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+    rMwcLose = getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                     pci->fMove, pci->nCube, !pci->fMove, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+    return 2.0f / (rMwcWin - rMwcLose) * rMwc;
+
+}
+
+/*
+ * Convert standard error equity to standard error mwc
+ *
+ */
+
+extern float
+se_eq2mwc(const float rEq, const cubeinfo * pci)
+{
+
+    /* mwc if I win/lose */
+
+    float rMwcWin, rMwcLose;
+
+    rMwcWin = getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                    pci->fMove, pci->nCube, pci->fMove, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+    rMwcLose = getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                     pci->fMove, pci->nCube, !pci->fMove, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+    /*
+     * Linear inter- or extrapolation.
+     * Solve the formula in the routine above (mwc2eq):
+     *
+     *        rEq * ( rMwcWin - rMwcLose ) + ( rMwcWin + rMwcLose )
+     * rMwc = -----------------------------------------------------
+     *                                   2
+     */
+
+    return 0.5f * rEq * (rMwcWin - rMwcLose);
+
+}
+
+extern int
+ApplySubMove(TanBoard anBoard, const int iSrc, const int nRoll, const int fCheckLegal)
+{
+
+    int iDest = iSrc - nRoll;
+
+    if (fCheckLegal && (nRoll < 1 || nRoll > 6)) {
+        /* Invalid dice roll */
+        errno = EINVAL;
+        return -1;
+    }
+
+    if (iSrc < 0 || iSrc > 24 || iDest >= iSrc || anBoard[1][iSrc] < 1) {
+        /* Invalid point number, or source point is empty */
+        errno = EINVAL;
+        return -1;
+    }
+
+    anBoard[1][iSrc]--;
+
+    if (iDest < 0)
+        return 0;
+
+    if (anBoard[0][23 - iDest]) {
+        if (anBoard[0][23 - iDest] > 1) {
+            /* Trying to move to a point already made by the opponent */
+            errno = EINVAL;
+            return -1;
+        }
+        anBoard[1][iDest] = 1;
+        anBoard[0][23 - iDest] = 0;
+        anBoard[0][24]++;
+    } else
+        anBoard[1][iDest]++;
+
+    return 0;
+}
+
+extern int
+ApplyMove(TanBoard anBoard, const int anMove[8], const int fCheckLegal)
+{
+    int i;
+
+    for (i = 0; i < 8 && anMove[i] >= 0; i += 2)
+        if (ApplySubMove(anBoard, anMove[i], anMove[i] - anMove[i + 1], fCheckLegal))
+            return -1;
+
+    return 0;
+}
+
+static void
+SaveMoves(movelist * pml, unsigned int cMoves, unsigned int cPip, int anMoves[], const TanBoard anBoard, int fPartial)
+{
+    unsigned int i, j;
+    move *pm;
+    positionkey key;
+
+    if (fPartial) {
+        /* Save all moves, even incomplete ones */
+        if (cMoves > pml->cMaxMoves)
+            pml->cMaxMoves = cMoves;
+
+        if (cPip > pml->cMaxPips)
+            pml->cMaxPips = cPip;
+    } else {
+        /* Save only legal moves: if the current move moves plays less
+         * chequers or pips than those already found, it is illegal; if
+         * it plays more, the old moves are illegal. */
+        if (cMoves < pml->cMaxMoves || cPip < pml->cMaxPips)
+            return;
+
+        if (cMoves > pml->cMaxMoves || cPip > pml->cMaxPips)
+            pml->cMoves = 0;
+
+        pml->cMaxMoves = cMoves;
+        pml->cMaxPips = cPip;
+    }
+
+    PositionKey(anBoard, &key);
+
+    for (i = 0; i < pml->cMoves; i++) {
+
+        pm = &(pml->amMoves[i]);
+
+        if (EqualKeys(key, pm->key)) {
+            if (cMoves > pm->cMoves || cPip > pm->cPips) {
+                for (j = 0; j < cMoves * 2; j++)
+                    pm->anMove[j] = anMoves[j] > -1 ? anMoves[j] : -1;
+
+                if (cMoves < 4)
+                    pm->anMove[cMoves * 2] = -1;
+
+                pm->cMoves = cMoves;
+                pm->cPips = cPip;
+            }
+
+            return;
+        }
+    }
+
+    pm = pml->amMoves + pml->cMoves;
+
+    for (i = 0; i < cMoves * 2; i++)
+        pm->anMove[i] = anMoves[i] > -1 ? anMoves[i] : -1;
+
+    if (cMoves < 4)
+        pm->anMove[cMoves * 2] = -1;
+
+    CopyKey(key, pm->key);
+
+    pm->cMoves = cMoves;
+    pm->cPips = cPip;
+    pm->cmark = CMARK_NONE;
+
+    for (i = 0; i < NUM_OUTPUTS; i++)
+        pm->arEvalMove[i] = 0.0f;
+
+    pml->cMoves++;
+
+    g_assert(pml->cMoves < MAX_INCOMPLETE_MOVES);
+}
+
+static int
+LegalMove(const TanBoard anBoard, int iSrc, int nPips)
+{
+
+    int nBack;
+    const int iDest = iSrc - nPips;
+
+    if (iDest >= 0) {           /* Here we can do the Chris rule check */
+        return (anBoard[0][23 - iDest] < 2);
+    }
+    /* otherwise, attempting to bear off */
+
+    for (nBack = 24; nBack > 0; nBack--)
+        if (anBoard[1][nBack] > 0)
+            break;
+
+    return (nBack <= 5 && (iSrc == nBack || iDest == -1));
+}
+
+static int
+GenerateMovesSub(movelist * pml, int anRoll[], int nMoveDepth,
+                 int iPip, int cPip, const TanBoard anBoard, int anMoves[], int fPartial)
+{
+    int i, fUsed = 0;
+    TanBoard anBoardNew;
+
+    if (nMoveDepth > 3 || !anRoll[nMoveDepth])
+        return TRUE;
+
+    if (anBoard[1][24]) {       /* on bar */
+        if (anBoard[0][anRoll[nMoveDepth] - 1] >= 2)
+            return TRUE;
+
+        anMoves[nMoveDepth * 2] = 24;
+        anMoves[nMoveDepth * 2 + 1] = 24 - anRoll[nMoveDepth];
+
+        for (i = 0; i < 25; i++) {
+            anBoardNew[0][i] = anBoard[0][i];
+            anBoardNew[1][i] = anBoard[1][i];
+        }
+
+        ApplySubMove(anBoardNew, 24, anRoll[nMoveDepth], TRUE);
+
+        if (GenerateMovesSub(pml, anRoll, nMoveDepth + 1, 23, cPip +
+                             anRoll[nMoveDepth], (ConstTanBoard) anBoardNew, anMoves, fPartial))
+            SaveMoves(pml, nMoveDepth + 1, cPip + anRoll[nMoveDepth], anMoves, (ConstTanBoard) anBoardNew, fPartial);
+
+        return fPartial;
+    } else {
+        for (i = iPip; i >= 0; i--)
+            if (anBoard[1][i] && LegalMove(anBoard, i, anRoll[nMoveDepth])) {
+                anMoves[nMoveDepth * 2] = i;
+                anMoves[nMoveDepth * 2 + 1] = i - anRoll[nMoveDepth];
+
+                memcpy(anBoardNew, anBoard, sizeof(anBoardNew));
+
+                ApplySubMove(anBoardNew, i, anRoll[nMoveDepth], TRUE);
+
+                if (GenerateMovesSub(pml, anRoll, nMoveDepth + 1,
+                                     anRoll[0] == anRoll[1] ? i : 23,
+                                     cPip + anRoll[nMoveDepth], (ConstTanBoard) anBoardNew, anMoves, fPartial))
+                    SaveMoves(pml, nMoveDepth + 1, cPip +
+                              anRoll[nMoveDepth], anMoves, (ConstTanBoard) anBoardNew, fPartial);
+
+                fUsed = 1;
+            }
+    }
+
+    return !fUsed || fPartial;
+}
+
+extern int
+CompareMoves(const move * pm0, const move * pm1)
+{
+
+    /* return (pm1->rScore > pm0->rScore || (pm1->rScore == pm0->rScore && pm1->rScore2 > pm0->rScore2)) ? 1 : -1; */
+    /* high score first */
+    if (pm0->rScore > pm1->rScore)
+        return -1;
+    if (pm0->rScore < pm1->rScore)
+        return 1;
+
+    if (pm0->rScore2 > pm1->rScore2)
+        return -1;
+    if (pm0->rScore2 < pm1->rScore2)
+        return 1;
+
+    /* (pm0->rScore == pm1->rScore) && (pm0->rScore2 == pm1->rScore2)
+     * when it is used directly as a qsort() comparator */
+    return 0;
+}
+
+static int
+CompareMovesGeneral(const move * pm0, const move * pm1)
+{
+    TanBoard board[2];
+    int back[2] = { -1, -1 };
+    int cleft[2] = { 0, 0 };
+    int a, b;
+
+    int i = cmp_evalsetup(&pm0->esMove, &pm1->esMove);
+
+    if (i)
+        return -i;              /* sort descending */
+
+    /* find the "back" chequer and the number of chequers left */
+    PositionFromKey(board[0], &pm0->key);
+    PositionFromKey(board[1], &pm1->key);
+    for (a = 0; a < 2; a++) {
+        for (b = 0; b <= 24 ; b++) {
+            if (board[a][1][b] > 0) {
+                back[a] = b;
+                cleft[a] += board[a][1][b];
+            }
+        }
+    }
+
+    /* Rounding errors when collating evaluations with lookahead make
+     * comparing for equality unreliable. The first check below catches
+     * situations that would be obvious and puzzling to a human opponent.
+     * In general, the third check is probably not reached as often as it
+     * should and, among equal moves, the most "natural" one may not
+     * always be chosen. */
+
+    /* Winning now is always at least as good as winning later */
+    if (back[0] == -1 && back[1] != -1)
+        return -1;
+    if (back[1] == -1 && back[0] != -1)
+        return 1;
+
+    if (pm0->rScore != pm1->rScore || pm0->rScore2 != pm1->rScore2)
+        return CompareMoves(pm0, pm1);
+
+    /* If everything else is equal bear as many men off as possible */
+    if (cleft[0] > cleft[1])
+        return 1;
+    if (cleft[0] < cleft[1])
+        return -1;
+
+    /* If everything else is equal "back" chequer at high point bad */
+    if (back[0] > back[1])
+        return 1;
+    if (back[0] < back[1])
+        return -1;
+
+    return 0;
+}
+
+extern int
+GenerateMoves(movelist * pml, const TanBoard anBoard, int n0, int n1, int fPartial)
+{
+
+    int anRoll[4], anMoves[8];
+    anRoll[0] = n0;
+    anRoll[1] = n1;
+
+    anRoll[2] = anRoll[3] = ((n0 == n1) ? n0 : 0);
+
+    pml->cMoves = pml->cMaxMoves = pml->cMaxPips = pml->iMoveBest = 0;
+    pml->amMoves = MT_Get_aMoves();
+    GenerateMovesSub(pml, anRoll, 0, 23, 0, anBoard, anMoves, fPartial);
+
+    if (anRoll[0] != anRoll[1]) {
+        swap(anRoll, anRoll + 1);
+
+        GenerateMovesSub(pml, anRoll, 0, 23, 0, anBoard, anMoves, fPartial);
+    }
+
+    return pml->cMoves;
+}
+
+
+extern float
+KleinmanCount(int nPipOnRoll, int nPipNotOnRoll)
+{
+    int nDiff, nSum;
+
+    nDiff = nPipNotOnRoll - nPipOnRoll;
+    nSum = nPipNotOnRoll + nPipOnRoll;
+
+    if (nSum > 4) {
+        float rK = (float) (nDiff + 4) / (2.0f * sqrtf((float) (nSum - 4)));
+        return 0.5f * (1.0f + erff(rK));
+    } else
+        return 0.f;
+}
+
+extern int
+KeithCount(const TanBoard anBoard, int pn[2])
+{
+    unsigned int anPips[2];
+    int i, x;
+    PipCount(anBoard, anPips);
+    for (i = 0; i < 2; i++) {
+        pn[i] = anPips[i];
+        pn[i] += (MAX(1, anBoard[i][0]) - 1) * 2;
+        pn[i] += MAX(1, anBoard[i][1]) - 1;
+        pn[i] += MAX(3, anBoard[i][2]) - 3;
+        for (x = 3; x < 6; x++)
+            if (!anBoard[i][x])
+                pn[i]++;
+    }
+    return 0;
+}
+
+extern int
+IsightCount(const TanBoard anBoard, int pn[2])
+{
+    unsigned int anPips[2];
+    int anMenLeft[2] = { 0, 0 }, anCrossOver[2] = { 0, 0 };
+    int i, x;
+
+    PipCount(anBoard, anPips);
+
+    for (x = 0; x < 25; x++) {
+        anMenLeft[0] += anBoard[0][x];
+        anMenLeft[1] += anBoard[1][x];
+        anCrossOver[0] += anBoard[0][x] * (x / 6);
+        anCrossOver[1] += anBoard[1][x] * (x / 6);
+    }
+
+    for (i = 0; i < 2; i++) {
+        pn[i] = anPips[i];
+        if (anMenLeft[i] > anMenLeft[1 - i])
+            pn[i] += (anMenLeft[i] - anMenLeft[1 - i]);
+        pn[i] += (MAX(2, anBoard[i][0]) - 2) * 2;
+        pn[i] += MAX(2, anBoard[i][1]) - 2;
+        pn[i] += MAX(3, anBoard[i][2]) - 3;
+        for (x = 3; x < 6; x++)
+            if (!anBoard[i][x] && anBoard[1 - i][x])
+                pn[i]++;
+        if (anCrossOver[i] > anCrossOver[1 - i])
+            pn[i] += (anCrossOver[i] - anCrossOver[1 - i]);
+    }
+    return 0;
+}
+
+extern int
+ThorpCount(const TanBoard anBoard, int *pnLeader, float *adjusted, int *pnTrailer)
+{
+
+    int anCovered[2], anMenLeft[2];
+    int x;
+    unsigned int anPips[2];
+
+    PipCount(anBoard, anPips);
+
+    anMenLeft[0] = 0;
+    anMenLeft[1] = 0;
+    for (x = 0; x < 25; x++) {
+        anMenLeft[0] += anBoard[0][x];
+        anMenLeft[1] += anBoard[1][x];
+    }
+
+    anCovered[0] = 0;
+    anCovered[1] = 0;
+    for (x = 0; x < 6; x++) {
+        if (anBoard[0][x])
+            anCovered[0]++;
+        if (anBoard[1][x])
+            anCovered[1]++;
+    }
+
+    *pnLeader = anPips[1];
+    *pnLeader += 2 * anMenLeft[1];
+    *pnLeader += anBoard[1][0];
+    *pnLeader -= anCovered[1];
+    if (*pnLeader > 30)
+        *adjusted = (float) *pnLeader * 1.1f;
+    else
+        *adjusted = (float) *pnLeader;
+
+    *pnTrailer = anPips[0];
+    *pnTrailer += 2 * anMenLeft[0];
+    *pnTrailer += anBoard[0][0];
+    *pnTrailer -= anCovered[0];
+
+    return 0;
+
+}
+
+
+extern void
+PipCount(const TanBoard anBoard, unsigned int anPips[2])
+{
+
+    int i;
+
+    anPips[0] = 0;
+    anPips[1] = 0;
+
+    for (i = 0; i < 25; i++) {
+        anPips[0] += anBoard[0][i] * (i + 1);
+        anPips[1] += anBoard[1][i] * (i + 1);
+    }
+}
+
+
+
+static void
+StatusHypergammon1(char *sz)
+{
+
+    BearoffStatus(apbcHyper[0], sz);
+
+}
+
+static void
+StatusHypergammon2(char *sz)
+{
+
+    BearoffStatus(apbcHyper[1], sz);
+
+}
+
+static void
+StatusHypergammon3(char *sz)
+{
+
+    BearoffStatus(apbcHyper[2], sz);
+
+}
+
+
+static void
+StatusBearoff2(char *sz)
+{
+
+    BearoffStatus(pbc2, sz);
+
+}
+
+static void
+StatusBearoff1(char *sz)
+{
+
+    BearoffStatus(pbc1, sz);
+
+}
+
+static void
+StatusNeuralNet(neuralnet * pnn, char *szTitle, char *sz)
+{
+    char buf[200];
+    sz += sprintf(sz, " * %s %s:\n", szTitle, _("neural network evaluator"));
+    sprintf(buf, _("version %s, %u inputs, %u hidden units"), WEIGHTS_VERSION, pnn->cInput, pnn->cHidden);
+    sprintf(sz, "   - %s.\n\n", buf);
+}
+
+static void
+StatusRace(char *sz)
+{
+    StatusNeuralNet(&nnRace, _("Race"), sz);
+}
+
+static void
+StatusCrashed(char *sz)
+{
+    StatusNeuralNet(&nnCrashed, _("Crashed"), sz);
+}
+
+static void
+StatusContact(char *sz)
+{
+    StatusNeuralNet(&nnContact, _("Contact"), sz);
+}
+
+static void
+StatusOS(char *sz)
+{
+    BearoffStatus(pbcOS, sz);
+}
+
+static void
+StatusTS(char *sz)
+{
+    BearoffStatus(pbcTS, sz);
+}
+
+static classstatusfunc acsf[N_CLASSES] = {
+    NULL,
+    StatusHypergammon1, StatusHypergammon2, StatusHypergammon3,
+    StatusBearoff2, StatusTS,
+    StatusBearoff1, StatusOS,
+    StatusRace, StatusCrashed, StatusContact
+};
+
+extern void
+EvalStatus(char *szOutput)
+{
+
+    int i;
+
+    *szOutput = 0;
+
+    for (i = N_CLASSES - 1; i >= 0; i--)
+        if (acsf[i])
+            acsf[i] (strchr(szOutput, 0));
+
+    sprintf(strchr(szOutput, 0), _(" * " "Weights file and databases installed in" ":\n   - %s\n"), getPkgDataDir());
+}
+
+
+extern char*
+GetCubeRecommendation(const cubedecision cd)
+{
+    switch (cd) {
+    case DOUBLE_TAKE:
+        return _("Double, take");
+    case DOUBLE_PASS:
+        return _("Double, pass");
+    case NODOUBLE_TAKE:
+        return _("No double, take");
+    case TOOGOOD_TAKE:
+        return _("Too good to double, take");
+    case TOOGOOD_PASS:
+        return _("Too good to double, pass");
+    case DOUBLE_BEAVER:
+        return _("Double, beaver");
+    case NODOUBLE_BEAVER:
+        return _("No double, beaver");
+    case REDOUBLE_TAKE:
+        return _("Redouble, take");
+    case REDOUBLE_PASS:
+        return _("Redouble, pass");
+    case NO_REDOUBLE_TAKE:
+        return _("No redouble, take");
+    case TOOGOODRE_TAKE:
+        return _("Too good to redouble, take");
+    case TOOGOODRE_PASS:
+        return _("Too good to redouble, pass");
+    case NO_REDOUBLE_BEAVER:
+        return _("No redouble, beaver");
+    case NODOUBLE_DEADCUBE:
+        return _("Never double, take (dead cube)");
+    case NO_REDOUBLE_DEADCUBE:
+        return _("Never redouble, take (dead cube)");
+    case OPTIONAL_DOUBLE_BEAVER:
+        return _("Optional double, beaver");
+    case OPTIONAL_DOUBLE_TAKE:
+        return _("Optional double, take");
+    case OPTIONAL_REDOUBLE_TAKE:
+        return _("Optional redouble, take");
+    case OPTIONAL_DOUBLE_PASS:
+        return _("Optional double, pass");
+    case OPTIONAL_REDOUBLE_PASS:
+        return _("Optional redouble, pass");
+    case NOT_AVAILABLE:
+        return _("Cube not available");
+    default:
+        return _("Unknown cube decision");
+    }
+}
+
+
+extern void
+EvalCacheFlush(void)
+{
+    CacheFlush(&cEval);
+}
+
+void
+CommandClearCache(char *UNUSED(sz))
+{
+    EvalCacheFlush();
+}
+
+extern double
+GetEvalCacheSize(void)
+{
+    if (cEval.size == 0)
+        return 0;
+    else {
+        double value = log(cEval.size) / log(2);
+        if (value < 15)
+            return 0;
+        if (value < 17)
+            return .5;          /* Special case for old default 65536 */
+        if (value >= CACHE_SIZE_GUIMAX)
+            return CACHE_SIZE_GUIMAX - 16;      /* Maximum value */
+        else
+            return value - 16;
+    }
+}
+
+extern void
+SetEvalCacheSize(unsigned int size)
+{
+    EvalCacheResize((size == 0) ? 0 : 1U << (size + 16));
+}
+
+extern unsigned int
+GetEvalCacheEntries(void)
+{
+    return cCache;
+}
+
+extern int
+GetCacheMB(int size)
+{
+    if (size <= 0)
+        return 0;
+    else
+        return (1 << (size + 15)) * (int) sizeof(cacheNode) / (1024 * 1024);
+}
+
+extern int
+EvalCacheResize(unsigned int cNew)
+{
+    int cActual = CacheResize(&cEval, cNew);
+
+    if (cActual < 0) {
+        outputerrf(_("Evaluation cache resize failed; keeping the previous size\n"));
+        return -1;
+    }
+
+    cCache = (unsigned int) cActual;
+    return cActual;
+}
+
+#if CACHE_STATS
+extern int
+EvalCacheStats(unsigned int *pcUsed, unsigned int *pcLookup, unsigned int *pcHit)
+{
+    CacheStats(&cEval, pcLookup, pcHit, pcUsed);
+    CacheStats(&cpEval, pcLookup + 1, pcHit + 1, pcUsed + 1);
+    return 0;
+}
+#endif
+
+extern int
+SetCubeInfoMoney(cubeinfo * pci, const int nCube, const int fCubeOwner,
+                 const int fMove, const int fJacoby, const int fBeavers, const bgvariation bgv)
+{
+
+    if (nCube < 1 || fCubeOwner < -1 || fCubeOwner > 1 || fMove < 0 || fMove > 1) {     /* FIXME also illegal if nCube is not a power of 2 */
+        memset(pci, 0, sizeof(cubeinfo));
+        return -1;
+    }
+
+    pci->nCube = nCube;
+    pci->fCubeOwner = fCubeOwner;
+    pci->fMove = fMove;
+    pci->fJacoby = fJacoby;
+    pci->fBeavers = fBeavers;
+    pci->nMatchTo = pci->anScore[0] = pci->anScore[1] = pci->fCrawford = 0;
+    pci->bgv = bgv;
+
+    pci->arGammonPrice[0] = pci->arGammonPrice[1] =
+        pci->arGammonPrice[2] = pci->arGammonPrice[3] = (fJacoby && fCubeOwner == -1) ? 0.0f : 1.0f;
+
+    return 0;
+}
+
+static int
+SetCubeInfoMatch(cubeinfo * pci, const int nCube, const int fCubeOwner,
+                 const int fMove, const int nMatchTo, const int anScore[2], const int fCrawford, const bgvariation bgv)
+{
+
+    if (nCube < 1 || fCubeOwner < -1 || fCubeOwner > 1 || fMove < 0 || fMove > 1 || nMatchTo < 1 || anScore[0] >= nMatchTo || anScore[1] >= nMatchTo) { /* FIXME also illegal if nCube is not a power of 2 */
+        memset(pci, 0, sizeof(cubeinfo));
+        return -1;
+    }
+
+    pci->nCube = nCube;
+    pci->fCubeOwner = fCubeOwner;
+    pci->fMove = fMove;
+    pci->fJacoby = pci->fBeavers = FALSE;
+    pci->nMatchTo = nMatchTo;
+    pci->anScore[0] = anScore[0];
+    pci->anScore[1] = anScore[1];
+    pci->fCrawford = fCrawford;
+    pci->bgv = bgv;
+
+    {
+        int nAway0 = pci->nMatchTo - pci->anScore[0] - 1;
+        int nAway1 = pci->nMatchTo - pci->anScore[1] - 1;
+        int nCubeIndex = MIN(LogCube(pci->nCube), MAXCUBELEVEL - 1);
+
+        if ((!nAway0 || !nAway1) && !fCrawford) {
+            if (!nAway0)
+                memcpy(pci->arGammonPrice, aaaafGammonPricesPostCrawford[nCubeIndex]
+                       [nAway1][0], 4 * sizeof(float));
+            else
+                memcpy(pci->arGammonPrice, aaaafGammonPricesPostCrawford[nCubeIndex]
+                       [nAway0][1], 4 * sizeof(float));
+        } else
+            memcpy(pci->arGammonPrice, aaaafGammonPrices[nCubeIndex]
+                   [nAway0][nAway1], 4 * sizeof(float));
+    }
+
+    return 0;
+}
+
+extern int
+SetCubeInfo(cubeinfo * pci, const int nCube, const int fCubeOwner,
+            const int fMove, const int nMatchTo, const int anScore[2],
+            const int fCrawford, const int fJacoby, const int fBeavers, const bgvariation bgv)
+{
+
+    return nMatchTo ? SetCubeInfoMatch(pci, nCube, fCubeOwner, fMove,
+                                       nMatchTo, anScore, fCrawford, bgv) :
+        SetCubeInfoMoney(pci, nCube, fCubeOwner, fMove, fJacoby, fBeavers, bgv);
+}
+
+
+static int
+isOptional(const float r1, const float r2)
+{
+
+    const float epsilon = 1.0e-5f;
+
+    return (fabsf(r1 - r2) <= epsilon);
+
+}
+
+static int
+winGammon(const float arOutput[NUM_ROLLOUT_OUTPUTS])
+{
+
+    return (arOutput[OUTPUT_WINGAMMON] > 0.0f);
+
+}
+
+static int
+winAny(const float arOutput[NUM_ROLLOUT_OUTPUTS])
+{
+
+    return (arOutput[OUTPUT_WIN] > 0.0f);
+
+}
+
+extern cubedecision
+FindBestCubeDecision(float arDouble[], float aarOutput[2][NUM_ROLLOUT_OUTPUTS], const cubeinfo * pci)
+{
+
+    /*
+     * FindBestCubeDecision:
+     *
+     *    Calculate optimal cube decision and equity/mwc for this.
+     *
+     * Input:
+     *    arDouble    - array with equities or mwc's:
+     *                      arDouble[ 1 ]: no double,
+     *                      arDouble[ 2 ]: double take
+     *                      arDouble[ 3 ]: double pass
+     *    pci         - pointer to cube info
+     *
+     * Output:
+     *    arDouble    - array with equities or mwc's
+     *                      arDouble[ 0 ]: equity for optimal cube decision
+     *
+     * Returns:
+     *    cube decision
+     *
+     */
+
+    /* Check if cube is available */
+
+    if (!GetDPEq(NULL, NULL, pci)) {
+
+        arDouble[OUTPUT_OPTIMAL] = arDouble[OUTPUT_NODOUBLE];
+
+        /* for match play distinguish between dead cube and not available cube */
+
+        if (pci->nMatchTo && (pci->fCubeOwner < 0 || pci->fCubeOwner == pci->fMove))
+            return (pci->fCubeOwner == -1) ? NODOUBLE_DEADCUBE : NO_REDOUBLE_DEADCUBE;
+        else
+            return NOT_AVAILABLE;
+
+    }
+
+
+    /* Cube is available: find optimal cube action */
+
+    if ((arDouble[OUTPUT_TAKE] >= arDouble[OUTPUT_NODOUBLE]) && (arDouble[OUTPUT_DROP] >= arDouble[OUTPUT_NODOUBLE])) {
+
+        /* DT >= ND and DP >= ND */
+
+        /* we have a double */
+
+        if (arDouble[OUTPUT_DROP] > arDouble[OUTPUT_TAKE]) {
+
+            /* 6. DP > DT >= ND: Double, take */
+
+            int f = isOptional(arDouble[OUTPUT_TAKE], arDouble[OUTPUT_NODOUBLE]);
+
+            arDouble[OUTPUT_OPTIMAL] = arDouble[OUTPUT_TAKE];
+
+            if (!pci->nMatchTo && arDouble[OUTPUT_TAKE] >= -2.0f && arDouble[OUTPUT_TAKE] <= 0.0f && pci->fBeavers) {
+                if (arDouble[OUTPUT_TAKE] * 2.0f < arDouble[OUTPUT_NODOUBLE]) {
+                    /*not a double if we can beaver */
+                    return NODOUBLE_BEAVER;
+                } else
+                    /* beaver (Jacoby paradox) */
+                    return f ? OPTIONAL_DOUBLE_BEAVER : DOUBLE_BEAVER;
+            } else if (winAny(aarOutput[0])) {
+                /* ...take */
+                if (f)
+                    return (pci->fCubeOwner == -1) ? OPTIONAL_DOUBLE_TAKE : OPTIONAL_REDOUBLE_TAKE;
+                else
+                    return (pci->fCubeOwner == -1) ? DOUBLE_TAKE : REDOUBLE_TAKE;
+            } else
+                /* no (presumably optional) double if we are sure to lose */
+                return (pci->fCubeOwner == -1) ? NODOUBLE_TAKE : NO_REDOUBLE_TAKE;
+
+        } else {
+
+            /* 4. DT >= DP >= ND: Double, pass */
+
+            /*
+             * the double is optional if:
+             * (1) equity(no double) = equity(drop)
+             * (2) the player can win gammon
+             * (3a) it's match play
+             * or if it's money play
+             * (3b) it's not a centered cube
+             * or
+             * (3c) the Jacoby rule is not in effect
+             */
+
+            arDouble[OUTPUT_OPTIMAL] = arDouble[OUTPUT_DROP];
+
+            if (isOptional(arDouble[OUTPUT_NODOUBLE],
+                           arDouble[OUTPUT_DROP]) &&
+                (winGammon(aarOutput[0]) && (pci->nMatchTo || pci->fCubeOwner != -1 || !pci->fJacoby)))
+                return (pci->fCubeOwner == -1) ? OPTIONAL_DOUBLE_PASS : OPTIONAL_REDOUBLE_PASS;
+            else
+                return (pci->fCubeOwner == -1) ? DOUBLE_PASS : REDOUBLE_PASS;
+
+        }
+    } else {
+
+        /* no double */
+
+        /* ND > DT or ND > DP */
+
+        arDouble[OUTPUT_OPTIMAL] = arDouble[OUTPUT_NODOUBLE];
+
+        if (arDouble[OUTPUT_NODOUBLE] > arDouble[OUTPUT_TAKE]) {
+
+            /* ND > DT */
+
+            if (arDouble[OUTPUT_TAKE] > arDouble[OUTPUT_DROP]) {
+
+                /* 1. ND > DT > DP: Too good, pass */
+
+                /* sanity check: don't play on for a gammon if none is possible... */
+
+                if (winGammon(aarOutput[0]))
+                    return (pci->fCubeOwner == -1) ? TOOGOOD_PASS : TOOGOODRE_PASS;
+                else
+                    return (pci->fCubeOwner == -1) ? DOUBLE_PASS : REDOUBLE_PASS;
+
+            } else if (arDouble[OUTPUT_NODOUBLE] > arDouble[OUTPUT_DROP]) {
+
+                /* 2. ND > DP > DT: Too good, take */
+
+                if (winGammon(aarOutput[0]))
+                    return (pci->fCubeOwner == -1) ? TOOGOOD_TAKE : TOOGOODRE_TAKE;
+                else
+                    return (pci->fCubeOwner == -1) ? NODOUBLE_TAKE : NO_REDOUBLE_TAKE;
+
+            } else {
+
+                /* 5. DP > ND > DT: No double, {take, beaver} */
+
+                if (arDouble[OUTPUT_TAKE] >= -2.0f && arDouble[OUTPUT_TAKE] <= 0.0f && !pci->nMatchTo && pci->fBeavers)
+                    return (pci->fCubeOwner == -1) ? NODOUBLE_BEAVER : NO_REDOUBLE_BEAVER;
+                else
+                    return (pci->fCubeOwner == -1) ? NODOUBLE_TAKE : NO_REDOUBLE_TAKE;
+
+            }
+
+        } else {
+
+            /* 3. DT >= ND > DP: Too good, pass */
+
+            if (winGammon(aarOutput[0]))
+                return (pci->fCubeOwner == -1) ? TOOGOOD_PASS : TOOGOODRE_PASS;
+            else
+                return (pci->fCubeOwner == -1) ? DOUBLE_PASS : REDOUBLE_PASS;
+
+        }
+
+    }
+}
+
+
+extern cubedecision
+FindCubeDecision(float arDouble[], float aarOutput[][NUM_ROLLOUT_OUTPUTS], const cubeinfo * pci)
+{
+    GetDPEq(NULL, &arDouble[OUTPUT_DROP], pci);
+    arDouble[OUTPUT_NODOUBLE] = aarOutput[0][OUTPUT_CUBEFUL_EQUITY];
+    arDouble[OUTPUT_TAKE] = aarOutput[1][OUTPUT_CUBEFUL_EQUITY];
+
+    if (pci->nMatchTo) {
+        /* convert to normalized money equity */
+
+        int i;
+
+        for (i = 1; i < 4; i++)
+            arDouble[i] = mwc2eq(arDouble[i], pci);
+    }
+
+    return FindBestCubeDecision(arDouble, aarOutput, pci);
+}
+
+
+
+static int
+fDoCubeful(cubeinfo * pci)
+{
+
+    if (pci->anScore[0] + pci->nCube >= pci->nMatchTo && pci->anScore[1] + pci->nCube >= pci->nMatchTo)
+        /* cube is dead */
+        return FALSE;
+
+    if (pci->anScore[0] == pci->nMatchTo - 2 && pci->anScore[1] == pci->nMatchTo - 2)
+        /* score is -2,-2 */
+        return FALSE;
+
+    if (pci->fCrawford)
+        /* cube is dead in Crawford game */
+        return FALSE;
+
+    return TRUE;
+}
+
+
+extern int
+GetDPEq(int *pfCube, float *prDPEq, const cubeinfo * pci)
+{
+
+    int fCube;
+
+    if (!pci->nMatchTo) {
+
+        /* Money game:
+         * Double, pass equity for money game is 1.0 points, since we always
+         * calculate equity normed to a 1-cube.
+         * Take the double branch if the cube is centered or I own the cube. */
+
+        if (prDPEq)
+            *prDPEq = 1.0f;
+
+        fCube = (pci->fCubeOwner == -1) || (pci->fCubeOwner == pci->fMove);
+
+        if (pfCube)
+            *pfCube = fCube;
+
+    } else {
+
+        /* Match play:
+         * Equity for double, pass is found from the match equity table.
+         * Take the double branch is I can/will use cube:
+         * - if it is not the Crawford game,
+         * - and if the cube is not dead,
+         * - and if it is post-Crawford and I'm trailing
+         * - and if I have access to the cube.
+         */
+
+        /* FIXME: equity for double, pass */
+        int fPostCrawford = !pci->fCrawford &&
+            (pci->anScore[0] == pci->nMatchTo - 1 || pci->anScore[1] == pci->nMatchTo - 1);
+
+        fCube = (!pci->fCrawford) &&
+            (pci->anScore[pci->fMove] + pci->nCube < pci->nMatchTo) &&
+            (!(fPostCrawford && (pci->anScore[pci->fMove] == pci->nMatchTo - 1)))
+            && ((pci->fCubeOwner == -1) || (pci->fCubeOwner == pci->fMove));
+
+        if (prDPEq)
+            *prDPEq =
+                getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                      pci->fMove, pci->nCube, pci->fMove, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+        if (pfCube)
+            *pfCube = fCube;
+
+    }
+
+    return fCube;
+
+}
+
+
+static float
+MoneyLive(const float rW, const float rL, const float p, const cubeinfo * pci)
+{
+
+    if (pci->fCubeOwner == -1) {
+
+        /* centered cube */
+        float rTP = (rL - 0.5f) / (rW + rL + 0.5f);
+        float rCP = (rL + 1.0f) / (rW + rL + 0.5f);
+
+        if (p < rTP)
+            /* linear interpolation between
+             * (0,-rL) and ( rTP,-1) */
+            return (pci->fJacoby) ? -1.0f : (-rL + (-1.0f + rL) * p / rTP);
+        else if (p < rCP)
+            /* linear interpolation between
+             * (rTP,-1) and (rCP,+1) */
+            return -1.0f + 2.0f * (p - rTP) / (rCP - rTP);
+        else
+            /* linear interpolation between
+             * (rCP,+1) and (1,+rW) */
+            return (pci->fJacoby) ? 1.0f : (+1.0f + (rW - 1.0f) * (p - rCP) / (1.0f - rCP));
+
+    } else if (pci->fCubeOwner == pci->fMove) {
+
+        /* owned cube */
+
+        /* cash point */
+        float rCP = (rL + 1.0f) / (rW + rL + 0.5f);
+
+        if (p < rCP)
+            /* linear interpolation between
+             * (0,-rL) and (rCP,+1) */
+            return -rL + (1.0f + rL) * p / rCP;
+        else
+            /* linear interpolation between
+             * (rCP,+1) and (1,+rW) */
+            return +1.0f + (rW - 1.0f) * (p - rCP) / (1.0f - rCP);
+
+    } else {
+
+        /* unavailable cube */
+
+        /* take point */
+        float rTP = (rL - 0.5f) / (rW + rL + 0.5f);
+
+        if (p < rTP)
+            /* linear interpolation between
+             * (0,-rL) and ( rTP,-1) */
+            return -rL + (-1.0f + rL) * p / rTP;
+        else
+            /* linear interpolation between
+             * (rTP,-1) and (1,rW) */
+            return -1.0f + (rW + 1.0f) * (p - rTP) / (1.0f - rTP);
+
+    }
+
+}
+
+
+extern float
+Cl2CfMoney(float arOutput[NUM_OUTPUTS], cubeinfo * pci, float rCubeX)
+{
+    const float epsilon = 0.0000001f;
+    const float omepsilon = 0.9999999f;
+
+    float rW, rL;
+    float rEqDead, rEqLive;
+
+    /* money game */
+
+    /* Transform cubeless 0-ply equity to cubeful 0-ply equity using
+     * Rick Janowski's formulas [insert ref here]. */
+
+    /* First calculate average win and loss W and L: */
+
+    if (arOutput[OUTPUT_WIN] > epsilon)
+        rW = 1.0f + (arOutput[OUTPUT_WINGAMMON] + arOutput[OUTPUT_WINBACKGAMMON]) / arOutput[OUTPUT_WIN];
+    else {
+        /* basically a dead cube */
+        return Utility(arOutput, pci);
+    }
+
+    if (arOutput[OUTPUT_WIN] < omepsilon)
+        rL = 1.0f + (arOutput[OUTPUT_LOSEGAMMON] + arOutput[OUTPUT_LOSEBACKGAMMON]) / (1.0f - arOutput[OUTPUT_WIN]);
+    else {
+        /* basically a dead cube */
+        return Utility(arOutput, pci);
+    }
+
+
+    rEqDead = Utility(arOutput, pci);
+    rEqLive = MoneyLive(rW, rL, arOutput[OUTPUT_WIN], pci);
+
+    return rEqDead * (1.0f - rCubeX) + rEqLive * rCubeX;
+
+}
+
+static float
+Cl2CfMatchCentered(float arOutput[NUM_OUTPUTS], cubeinfo * pci, float rCubeX)
+{
+
+    /* normalized score */
+
+    float rG0, rBG0, rG1, rBG1;
+    float arCP[2];
+
+    float rMWCDead, rMWCLive;
+    float rMWCOppCash, rMWCCash, rOppTG, rTG;
+    float aarMETResult[2][DTLBP1 + 1];
+
+    /* Centered cube */
+
+    /* Calculate normal, gammon, and backgammon ratios */
+
+    if (arOutput[OUTPUT_WIN] > 0.0f) {
+        rG0 = (arOutput[OUTPUT_WINGAMMON] - arOutput[OUTPUT_WINBACKGAMMON]) / arOutput[OUTPUT_WIN];
+        rBG0 = arOutput[OUTPUT_WINBACKGAMMON] / arOutput[OUTPUT_WIN];
+    } else {
+        rG0 = 0.0f;
+        rBG0 = 0.0f;
+    }
+
+    if (arOutput[OUTPUT_WIN] < 1.0f) {
+        rG1 = (arOutput[OUTPUT_LOSEGAMMON] - arOutput[OUTPUT_LOSEBACKGAMMON]) / (1.0f - arOutput[OUTPUT_WIN]);
+        rBG1 = arOutput[OUTPUT_LOSEBACKGAMMON] / (1.0f - arOutput[OUTPUT_WIN]);
+    } else {
+        rG1 = 0.0f;
+        rBG1 = 0.0f;
+    }
+
+    /* MWC(dead cube) = cubeless equity */
+
+    rMWCDead = eq2mwc(Utility(arOutput, pci), pci);
+
+    /* Get live cube cash points */
+
+    GetPoints(arOutput, pci, arCP);
+
+    getMEMultiple(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                  pci->nCube, -1, -1, pci->fCrawford, aafMET, aafMETPostCrawford, aarMETResult[0], aarMETResult[1]);
+
+    rMWCCash = aarMETResult[pci->fMove][NDW];
+
+    rMWCOppCash = aarMETResult[pci->fMove][NDL];
+
+    rOppTG = 1.0f - arCP[!pci->fMove];
+    rTG = arCP[pci->fMove];
+
+    if (arOutput[OUTPUT_WIN] <= rOppTG) {
+
+        /* Opp too good to double */
+
+        float rMWCLose = (1.0f - rG1 - rBG1) * aarMETResult[pci->fMove][NDL]
+            + rG1 * aarMETResult[pci->fMove][NDLG]
+            + rBG1 * aarMETResult[pci->fMove][NDLB];
+
+        if (rOppTG > 0.0f)
+            /* avoid division by zero */
+            rMWCLive = rMWCLose + (rMWCOppCash - rMWCLose) * arOutput[OUTPUT_WIN] / rOppTG;
+        else
+            rMWCLive = rMWCLose;
+
+        /* (1-x) MWC(dead) + x MWC(live) */
+
+        return rMWCDead * (1.0f - rCubeX) + rMWCLive * rCubeX;
+
+    } else if (arOutput[OUTPUT_WIN] < rTG) {
+
+        /* In doubling window */
+
+        rMWCLive = rMWCOppCash + (rMWCCash - rMWCOppCash) * (arOutput[OUTPUT_WIN] - rOppTG) / (rTG - rOppTG);
+        return rMWCDead * (1.0f - rCubeX) + rMWCLive * rCubeX;
+
+    } else {
+
+        /* I'm too good to double */
+
+        /* MWC(live cube) linear interpolation between the
+         * points:
+         *
+         * p = TG, MWC = I win 1 point
+         * p = 1, MWC = I win (normal, gammon, or backgammon)
+         *
+         */
+
+        float rMWCWin = (1.0f - rG0 - rBG0) * aarMETResult[pci->fMove][NDW]
+            + rG0 * aarMETResult[pci->fMove][NDWG]
+            + rBG0 * aarMETResult[pci->fMove][NDWB];
+
+        if (rTG < 1.0f)
+            rMWCLive = rMWCCash + (rMWCWin - rMWCCash) * (arOutput[OUTPUT_WIN] - rTG) / (1.0f - rTG);
+        else
+            rMWCLive = rMWCWin;
+
+        /* (1-x) MWC(dead) + x MWC(live) */
+
+        return rMWCDead * (1.0f - rCubeX) + rMWCLive * rCubeX;
+
+    }
+
+}
+
+static float
+Cl2CfMatchOwned(float arOutput[NUM_OUTPUTS], cubeinfo * pci, float rCubeX)
+{
+
+    /* normalized score */
+
+    float rG0, rBG0, rG1, rBG1;
+    float arCP[2];
+
+    float rMWCDead, rMWCLive;
+    float rMWCCash, rTG;
+    float aarMETResult[2][DTLBP1 + 1];
+
+    /* I own cube */
+
+    /* Calculate normal, gammon, and backgammon ratios */
+
+    if (arOutput[OUTPUT_WIN] > 0.0f) {
+        rG0 = (arOutput[OUTPUT_WINGAMMON] - arOutput[OUTPUT_WINBACKGAMMON]) / arOutput[OUTPUT_WIN];
+        rBG0 = arOutput[OUTPUT_WINBACKGAMMON] / arOutput[OUTPUT_WIN];
+    } else {
+        rG0 = 0.0f;
+        rBG0 = 0.0f;
+    }
+
+    if (arOutput[OUTPUT_WIN] < 1.0f) {
+        rG1 = (arOutput[OUTPUT_LOSEGAMMON] - arOutput[OUTPUT_LOSEBACKGAMMON]) / (1.0f - arOutput[OUTPUT_WIN]);
+        rBG1 = arOutput[OUTPUT_LOSEBACKGAMMON] / (1.0f - arOutput[OUTPUT_WIN]);
+    } else {
+        rG1 = 0.0f;
+        rBG1 = 0.0f;
+    }
+
+    /* MWC(dead cube) = cubeless equity */
+
+    rMWCDead = eq2mwc(Utility(arOutput, pci), pci);
+
+    /* Get live cube cash points */
+
+    GetPoints(arOutput, pci, arCP);
+
+    getMEMultiple(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                  pci->nCube, -1, -1, pci->fCrawford, aafMET, aafMETPostCrawford, aarMETResult[0], aarMETResult[1]);
+
+    rMWCCash = aarMETResult[pci->fMove][NDW];
+
+    rTG = arCP[pci->fMove];
+
+    if (arOutput[OUTPUT_WIN] <= rTG) {
+
+        /* MWC(live cube) linear interpolation between the
+         * points:
+         *
+         * p = 0, MWC = I lose (normal, gammon, or backgammon)
+         * p = TG, MWC = I win 1 point
+         *
+         */
+
+        float rMWCLose = (1.0f - rG1 - rBG1) * aarMETResult[pci->fMove][NDL]
+            + rG1 * aarMETResult[pci->fMove][NDLG]
+            + rBG1 * aarMETResult[pci->fMove][NDLB];
+
+        if (rTG > 0.0f)
+            rMWCLive = rMWCLose + (rMWCCash - rMWCLose) * arOutput[OUTPUT_WIN] / rTG;
+        else
+            rMWCLive = rMWCLose;
+
+        /* (1-x) MWC(dead) + x MWC(live) */
+
+        return rMWCDead * (1.0f - rCubeX) + rMWCLive * rCubeX;
+
+    } else {
+
+        /* we are too good to double */
+
+        /* MWC(live cube) linear interpolation between the
+         * points:
+         *
+         * p = TG, MWC = I win 1 point
+         * p = 1, MWC = I win (normal, gammon, or backgammon)
+         *
+         */
+
+        float rMWCWin = (1.0f - rG0 - rBG0) * aarMETResult[pci->fMove][NDW]
+            + rG0 * aarMETResult[pci->fMove][NDWG]
+            + rBG0 * aarMETResult[pci->fMove][NDWB];
+
+        if (rTG < 1.0f)
+            rMWCLive = rMWCCash + (rMWCWin - rMWCCash) * (arOutput[OUTPUT_WIN] - rTG) / (1.0f - rTG);
+        else
+            rMWCLive = rMWCWin;
+
+        /* (1-x) MWC(dead) + x MWC(live) */
+
+        return rMWCDead * (1.0f - rCubeX) + rMWCLive * rCubeX;
+
+    }
+
+}
+
+
+static float
+Cl2CfMatchUnavailable(float arOutput[NUM_OUTPUTS], cubeinfo * pci, float rCubeX)
+{
+
+    /* normalized score */
+
+    float rG0, rBG0, rG1, rBG1;
+    float arCP[2];
+
+    float rMWCDead, rMWCLive;
+    float rMWCOppCash, rOppTG;
+    float aarMETResult[2][DTLBP1 + 1];
+
+    /* I own cube */
+
+    /* Calculate normal, gammon, and backgammon ratios */
+
+    if (arOutput[OUTPUT_WIN] > 0.0f) {
+        rG0 = (arOutput[OUTPUT_WINGAMMON] - arOutput[OUTPUT_WINBACKGAMMON]) / arOutput[OUTPUT_WIN];
+        rBG0 = arOutput[OUTPUT_WINBACKGAMMON] / arOutput[OUTPUT_WIN];
+    } else {
+        rG0 = 0.0f;
+        rBG0 = 0.0f;
+    }
+
+    if (arOutput[OUTPUT_WIN] < 1.0f) {
+        rG1 = (arOutput[OUTPUT_LOSEGAMMON] - arOutput[OUTPUT_LOSEBACKGAMMON]) / (1.0f - arOutput[OUTPUT_WIN]);
+        rBG1 = arOutput[OUTPUT_LOSEBACKGAMMON] / (1.0f - arOutput[OUTPUT_WIN]);
+    } else {
+        rG1 = 0.0f;
+        rBG1 = 0.0f;
+    }
+
+    /* MWC(dead cube) = cubeless equity */
+
+    rMWCDead = eq2mwc(Utility(arOutput, pci), pci);
+
+    /* Get live cube cash points */
+
+    GetPoints(arOutput, pci, arCP);
+
+    getMEMultiple(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                  pci->nCube, -1, -1, pci->fCrawford, aafMET, aafMETPostCrawford, aarMETResult[0], aarMETResult[1]);
+
+    rMWCOppCash = aarMETResult[pci->fMove][NDL];
+
+    rOppTG = 1.0f - arCP[!pci->fMove];
+
+    if (arOutput[OUTPUT_WIN] <= rOppTG) {
+
+        /* Opponent is too good to double.
+         *
+         * MWC(live cube) linear interpolation between the
+         * points:
+         *
+         * p = 0, MWC = opp win normal, gammon, backgammon
+         * p = OppTG, MWC = opp cashes
+         *
+         */
+
+        float rMWCLose = (1.0f - rG1 - rBG1) * aarMETResult[pci->fMove][NDL]
+            + rG1 * aarMETResult[pci->fMove][NDLG]
+            + rBG1 * aarMETResult[pci->fMove][NDLB];
+
+        if (rOppTG > 0.0f)
+            /* avoid division by zero */
+            rMWCLive = rMWCLose + (rMWCOppCash - rMWCLose) * arOutput[OUTPUT_WIN] / rOppTG;
+        else
+            rMWCLive = rMWCLose;
+
+        /* (1-x) MWC(dead) + x MWC(live) */
+
+        return rMWCDead * (1.0f - rCubeX) + rMWCLive * rCubeX;
+
+    } else {
+
+        /* MWC(live cube) linear interpolation between the
+         * points:
+         *
+         * p = OppTG, MWC = opponent cashes
+         * p = 1, MWC = I win (normal, gammon, or backgammon)
+         *
+         */
+
+        float rMWCWin = (1.0f - rG0 - rBG0) * aarMETResult[pci->fMove][NDW]
+            + rG0 * aarMETResult[pci->fMove][NDWG]
+            + rBG0 * aarMETResult[pci->fMove][NDWB];
+
+        rMWCLive = rMWCOppCash + (rMWCWin - rMWCOppCash) * (arOutput[OUTPUT_WIN] - rOppTG) / (1.0f - rOppTG);
+
+        /* (1-x) MWC(dead) + x MWC(live) */
+
+        return rMWCDead * (1.0f - rCubeX) + rMWCLive * rCubeX;
+
+    }
+
+}
+
+
+extern float
+Cl2CfMatch(float arOutput[NUM_OUTPUTS], cubeinfo * pci, float rCubeX)
+{
+    /* Check if this requires a cubeful evaluation */
+
+    if (!fDoCubeful(pci)) {
+
+        /* cubeless eval */
+
+        return eq2mwc(Utility(arOutput, pci), pci);
+
+    } /* fDoCubeful */
+    else {
+
+        /* cubeful eval */
+
+        if (pci->fCubeOwner == -1)
+            return Cl2CfMatchCentered(arOutput, pci, rCubeX);
+        else if (pci->fCubeOwner == pci->fMove)
+            return Cl2CfMatchOwned(arOutput, pci, rCubeX);
+        else
+            return Cl2CfMatchUnavailable(arOutput, pci, rCubeX);
+
+    }
+
+}
+
+
+
+extern float
+EvalEfficiency(const TanBoard anBoard, positionclass pc, int ply)
+{
+    /* Since it's somewhat costly to call CalcInputs, the
+     * inputs should preferably be cached to save time. */
+
+    const int i = ply >= 2 ? 0 : 1;
+
+    switch (pc) {
+    case CLASS_OVER:
+        return 0.0f;            /* dead cube */
+
+    case CLASS_HYPERGAMMON1:
+    case CLASS_HYPERGAMMON2:
+    case CLASS_HYPERGAMMON3:
+
+        /* FIXME */
+
+        return 0.60f;
+
+    case CLASS_BEAROFF1:
+    case CLASS_BEAROFF_OS:
+        /* FIXME: calculate based on #rolls to get off.
+         * For example, 15 rolls probably have cube eff. of
+         * 0.7, and 1.25 rolls have cube eff. of 1.0.
+         *
+         * It's not so important to have cube eff. correct here as an
+         * n-ply evaluation will take care of last-roll and 2nd-last-roll
+         * situations. */
+
+        return rOSCubeX;
+
+    case CLASS_RACE:
+        {
+            unsigned int anPips[2];
+
+            float rEff;
+
+            PipCount(anBoard, anPips);
+
+            rEff = (float) anPips[1] * rRaceFactorX[i] + rRaceCoefficientX[i];
+            if (rEff > rRaceMax[i])
+                return rRaceMax[i];
+            else {
+                if (rEff < rRaceMin[i])
+                    return rRaceMin[i];
+                else
+                    return rEff;
+            }
+        }
+
+    case CLASS_CONTACT:
+
+        /* FIXME: should CLASS_CRASHED be handled differently? */
+
+        /* FIXME: use Oystein's values published in rec.games.backgammon,
+         * or work some other semiempirical values */
+
+        /* FIXME: very important: use opponents inputs as well */
+
+        return rContactX[i];
+
+    case CLASS_CRASHED:
+
+        return rCrashedX[i];
+
+    case CLASS_BEAROFF2:
+    case CLASS_BEAROFF_TS:
+
+        return rTSCubeX;        /* for match play only */
+
+    default:
+        g_assert_not_reached();
+
+    }
+    return 0;
+
+}
+
+
+extern char *
+FormatEval(char *sz, evalsetup * pes)
+{
+
+    switch (pes->et) {
+    case EVAL_NONE:
+        strcpy(sz, "");
+        break;
+    case EVAL_EVAL:
+        sprintf(sz, "%s %1u-%s", pes->ec.fCubeful ? _("Cubeful") : _("Cubeless"), pes->ec.nPlies, _("ply"));
+        break;
+    case EVAL_ROLLOUT:
+        sprintf(sz, "%s", _("Rollout"));
+        break;
+    default:
+        sprintf(sz, _("Unknown eval type (%d)"), (int) pes->et);
+        g_assert_not_reached();
+        break;
+    }
+
+    return sz;
+
+}
+
+#if 0
+static void
+CalcCubefulEquity(positionclass pc, float arOutput[NUM_ROLLOUT_OUTPUTS], int nPlies, int fDT, cubeinfo * pci)
+{
+
+    float rND, rDT, rDP, r;
+    int fCube;
+    cubeinfo ci;
+    float ar[NUM_ROLLOUT_OUTPUTS];
+
+    int fMax = !(nPlies % 2);
+
+    memcpy(&ar[0], &arOutput[0], NUM_OUTPUTS * sizeof(float));
+
+    if (!nPlies) {
+
+        /* leaf node */
+
+        if (pc == CLASS_OVER || (pci->nMatchTo && !fDoCubeful(pci))) {
+
+            /* cubeless */
+
+            rND = Utility(arOutput, pci);
+
+        } else {
+
+            /* cubeful */
+
+            rND = (pci->nMatchTo) ? mwc2eq(Cl2CfMatch(arOutput, pci), pci) : Cl2CfMoney(arOutput, pci);
+
+        }
+
+    } else {
+
+        /* internal node; recurse */
+
+        SetCubeInfo(&ci,
+                    pci->nCube, pci->fCubeOwner,
+                    !pci->fMove, pci->nMatchTo, pci->anScore, pci->fCrawford, pci->fJacoby, pci->fBeavers, pci->bgv);
+
+        CalcCubefulEquity(pc, ar, nPlies - 1, TRUE, &ci);
+
+        rND = ar[OUTPUT_CUBEFUL_EQUITY];
+
+    }
+
+    GetDPEq(&fCube, &rDP, pci);
+
+    if (pci->nMatchTo)
+        rDP = mwc2eq(rDP, pci);
+
+    if (fCube && fDT) {
+
+        /* double, take */
+
+        if (!nPlies) {
+
+            SetCubeInfo(&ci, 2 * pci->nCube, !pci->fMove, pci->fMove,
+                        pci->nMatchTo, pci->anScore, pci->fCrawford, pci->fJacoby, pci->fBeavers, pci->bgv);
+
+            /* leaf node */
+
+            if (pc == CLASS_OVER || (pci->nMatchTo && !fDoCubeful(&ci))) {
+
+                /* cubeless */
+
+                rDT = Utility(arOutput, &ci);
+                if (pci->nMatchTo)
+                    rDT *= 2.0;
+
+            } else {
+
+                /* cubeful */
+
+                rDT = (pci->nMatchTo) ? mwc2eq(Cl2CfMatch(arOutput, &ci), &ci) : 2.0 * Cl2CfMoney(arOutput, &ci);
+
+            }
+
+        } else {
+
+            /* internal node; recurse */
+
+            SetCubeInfo(&ci, 2 * pci->nCube, !pci->fMove, !pci->fMove,
+                        pci->nMatchTo, pci->anScore, pci->fCrawford, pci->fJacoby, pci->fBeavers, pci->bgv);
+
+            CalcCubefulEquity(pc, ar, nPlies - 1, TRUE, &ci);
+
+            rDT = ar[OUTPUT_CUBEFUL_EQUITY];
+            if (!ci.nMatchTo)
+                rDT *= 2.0;
+
+        }
+
+        if (fMax) {
+
+            /* maximize my equity */
+
+            if (rDP > rND && rDT > rND) {
+
+                /* it's a double */
+
+                if (rDT >= rDP)
+                    r = rDP;    /* pass */
+                else
+                    r = rDT;    /* take */
+
+            } else
+                r = rND;        /* no double */
+
+        } else {
+
+            /* minimize my equity */
+
+            rDP = -rDP;
+
+            if (rDP < rND && rDT < rND) {
+
+                /* it's a double */
+
+                if (rDT < rDP)
+                    r = rDP;    /* pass */
+                else
+                    r = rDT;    /* take */
+
+            } else
+                r = rND;        /* no double */
+
+        }
+    } else {
+        r = rND;
+        rDT = 0.0;
+    }
+
+    arOutput[OUTPUT_EQUITY] = UtilityME(arOutput, pci);
+    arOutput[OUTPUT_CUBEFUL_EQUITY] = r;
+
+}
+#endif                          /* !LOCKING_VERSION */
+
+
+/*
+ * Compare two evalcontexts.
+ *
+ * Input:
+ *    - pec1, pec2: the two evalcontexts to compare
+ *
+ * Output:
+ *    None.
+ *
+ * Returns:
+ *    -1 if  *pec1 "<" *pec2
+ *     0 if  *pec1 "=" *pec2
+ *    +1 if  *pec1 ">" *pec2
+ *
+ */
+
+extern int
+cmp_evalcontext(const evalcontext * pec1, const evalcontext * pec2)
+{
+
+    /* Check if plies are different */
+
+    if (pec1->nPlies < pec2->nPlies)
+        return -1;
+    else if (pec1->nPlies > pec2->nPlies)
+        return +1;
+
+    /* Check for cubeful evals */
+
+    if (pec1->fCubeful < pec2->fCubeful)
+        return -1;
+    else if (pec1->fCubeful > pec2->fCubeful)
+        return +1;
+
+    /* Noise  */
+
+    if (pec1->rNoise > pec2->rNoise)
+        return -1;
+    else if (pec1->rNoise < pec2->rNoise)
+        return +1;
+
+    if (pec1->rNoise > 0) {
+
+        if (pec1->fDeterministic < pec2->fDeterministic)
+            return -1;
+        else if (pec1->fDeterministic > pec2->fDeterministic)
+            return +1;
+
+    }
+
+    if (pec1->nPlies > 0) {
+        int nPrune1 = (pec1->fUsePrune);
+        int nPrune2 = (pec2->fUsePrune);
+        if (nPrune1 > nPrune2)
+            return -1;
+        else if (nPrune1 < nPrune2)
+            return +1;
+    }
+
+    return 0;
+
+}
+
+
+/*
+ * Compare two rolloutcontexts.
+ *
+ * Input:
+ *    - prc1, prc2: the two evalsetups to compare
+ *
+ * Output:
+ *    None.
+ *
+ * Returns:
+ *    -1 if  *prc1 "<" *prc2
+ *     0 if  *prc1 "=" *prc2
+ *    +1 if  *prc1 ">" *prc2
+ *
+ */
+
+static int
+cmp_rolloutcontext(const rolloutcontext * UNUSED(prc1), const rolloutcontext * UNUSED(prc2))
+{
+
+    /* FIXME: write me */
+
+    return 0;
+
+
+}
+
+
+/*
+ * Compare two evalsetups.
+ *
+ * Input:
+ *    - pes1, pes2: the two evalsetups to compare
+ *
+ * Output:
+ *    None.
+ *
+ * Returns:
+ *    -1 if  *pes1 "<" *pes2
+ *     0 if  *pes1 "=" *pes2
+ *    +1 if  *pes1 ">" *pes2
+ *
+ */
+
+extern int
+cmp_evalsetup(const evalsetup * pes1, const evalsetup * pes2)
+{
+
+    /* Check for different evaltypes */
+
+    if (pes1->et < pes2->et)
+        return -1;
+    else if (pes1->et > pes2->et)
+        return +1;
+
+    /* The two evaltypes are identical */
+
+    switch (pes1->et) {
+    case EVAL_NONE:
+        return 0;
+
+    case EVAL_EVAL:
+        return cmp_evalcontext(&pes1->ec, &pes2->ec);
+
+    case EVAL_ROLLOUT:
+        return cmp_rolloutcontext(&pes1->rc, &pes2->rc);
+
+    default:
+        g_assert_not_reached();
+    }
+
+    return 0;
+}
+
+
+static void
+calculate_gammon_rates(float aarRates[2][2], float arOutput[], cubeinfo * pci)
+{
+
+    if (arOutput[OUTPUT_WIN] > 0.0f) {
+        aarRates[pci->fMove][0] = (arOutput[OUTPUT_WINGAMMON] - arOutput[OUTPUT_WINBACKGAMMON]) / arOutput[OUTPUT_WIN];
+        aarRates[pci->fMove][1] = arOutput[OUTPUT_WINBACKGAMMON] / arOutput[OUTPUT_WIN];
+    } else {
+        aarRates[pci->fMove][0] = aarRates[pci->fMove][1] = 0.0f;
+    }
+
+    if (arOutput[OUTPUT_WIN] < 1.0f) {
+        aarRates[!pci->fMove][0] =
+            (arOutput[OUTPUT_LOSEGAMMON] - arOutput[OUTPUT_LOSEBACKGAMMON]) / (1.0f - arOutput[OUTPUT_WIN]);
+        aarRates[!pci->fMove][1] = arOutput[OUTPUT_LOSEBACKGAMMON] / (1.0f - arOutput[OUTPUT_WIN]);
+    } else {
+        aarRates[!pci->fMove][0] = aarRates[!pci->fMove][1] = 0.0f;
+    }
+
+}
+
+/*
+ * Get current gammon rates
+ *
+ * Input:
+ *   anBoard: current board
+ *   pci: current cubeinfo
+ *   pec: eval context
+ *
+ * Output:
+ *   aarRates: gammon and backgammon rates (first index is player)
+ *
+ */
+
+extern int
+getCurrentGammonRates(float aarRates[2][2],
+                      float arOutput[], const TanBoard anBoard, cubeinfo * pci, const evalcontext * pec)
+{
+
+    if (EvaluatePosition(NULL, anBoard, arOutput, pci, pec) < 0)
+        return -1;
+
+    calculate_gammon_rates(aarRates, arOutput, pci);
+
+    return 0;
+
+}
+
+/*
+ * Get take, double, beaver, etc points for money game using
+ * Rick Janowski's formulae:
+ *   https://www.bkgm.com/articles/Janowski/cubeformulae.pdf
+ *
+ * Input:
+ *   fJacoby, fBeavers: flags for different flavours of money game
+ *   aarRates: gammon and backgammon rates (first index is player)
+ *
+ * Output:
+ *   aaarPoints: the points
+ *
+ */
+
+extern void
+getMoneyPoints(float aaarPoints[2][7][2], const int fJacoby, const int fBeavers, float aarRates[2][2])
+{
+
+    const float arCLV[2] =           /* average cubeless value of games won */
+                          { 1.0f + aarRates[0][0] + 2.0f * aarRates[0][1],
+                            1.0f + aarRates[1][0] + 2.0f * aarRates[1][1] };
+
+    /* calculate average cubeless value of games won */
+
+    /* calculate points */
+
+    for (int i = 0; i < 2; i++) {
+
+        /* Determine rW and rL from Rick's formulae */
+
+        const float rW = arCLV[i];
+        const float rL = arCLV[!i];
+
+        /* Determine points */
+
+        /* take point */
+
+        aaarPoints[i][0][0] = (rL - 0.5f) / (rW + rL);
+        aaarPoints[i][0][1] = (rL - 0.5f) / (rW + rL + 0.5f);
+
+        /* beaver point */
+
+        aaarPoints[i][1][0] = rL / (rW + rL);
+        aaarPoints[i][1][1] = rL / (rW + rL + 0.5f);
+
+        /* raccoon point */
+
+        aaarPoints[i][2][0] = rL / (rW + rL);
+        aaarPoints[i][2][1] = (rL + 0.5f) / (rW + rL + 0.5f);
+
+        /* initial double point */
+
+        if (!fJacoby) {
+            /* without Jacoby */
+            aaarPoints[i][3][0] = rL / (rW + rL);
+        } else {
+            /* with Jacoby */
+
+            if (fBeavers)
+                /* with beavers */
+                aaarPoints[i][3][0] = (rL - 0.25f) / (rL + rW - 0.5f);
+            else
+                /* without beavers */
+                aaarPoints[i][3][0] = (rL - 0.5f) / (rL + rW - 1.0f);
+
+        }
+        aaarPoints[i][3][1] = (rL + 1.0f) / (rL + rW + 0.5f);
+
+        /* redouble point */
+        aaarPoints[i][4][0] = rL / (rW + rL);
+        aaarPoints[i][4][1] = (rL + 1.0f) / (rL + rW + 0.5f);
+
+        /* cash point */
+
+        aaarPoints[i][5][0] = (rL + 0.5f) / (rW + rL);
+        aaarPoints[i][5][1] = (rL + 1.0f) / (rW + rL + 0.5f);
+
+        /* too good point */
+
+        aaarPoints[i][6][0] = (rL + 1.0f) / (rW + rL);
+        aaarPoints[i][6][1] = (rL + 1.0f) / (rW + rL + 0.5f);
+
+    }
+
+}
+
+extern void
+GetECF3(float arCubeful[], int cci, float arCf[], cubeinfo aci[])
+{
+
+    int i, ici;
+    float rND, rDT, rDP;
+
+    for (ici = 0, i = 0; ici < cci; ici++, i += 2) {
+
+        if (aci[i + 1].nCube > 0) {
+
+            /* cube available */
+
+            rND = arCf[i];
+
+            if (aci[0].nMatchTo)
+                rDT = arCf[i + 1];
+            else
+                rDT = 2.0f * arCf[i + 1];
+
+            GetDPEq(NULL, &rDP, &aci[i]);
+
+            if (rDT >= rND && rDP >= rND) {
+
+                /* double */
+
+                if (rDT >= rDP)
+                    /* pass */
+                    arCubeful[ici] = rDP;
+                else
+                    /* take */
+                    arCubeful[ici] = rDT;
+
+            } else {
+
+                /* no double */
+
+                arCubeful[ici] = rND;
+
+            }
+
+
+        } else {
+
+            /* no cube available: always no double */
+
+            arCubeful[ici] = arCf[i];
+
+        }
+
+    }
+
+}
+
+
+extern void
+MakeCubePos(const cubeinfo aciCubePos[], const int cci, const int fTop, cubeinfo aci[], const int fInvert)
+{
+    int i, ici;
+
+    for (ici = 0, i = 0; ici < cci; ici++) {
+
+        /* no double */
+
+        if (aciCubePos[ici].nCube > 0) {
+
+            SetCubeInfo(&aci[i],
+                        aciCubePos[ici].nCube,
+                        aciCubePos[ici].fCubeOwner,
+                        fInvert ?
+                        !aciCubePos[ici].fMove : aciCubePos[ici].fMove,
+                        aciCubePos[ici].nMatchTo,
+                        aciCubePos[ici].anScore,
+                        aciCubePos[ici].fCrawford,
+                        aciCubePos[ici].fJacoby, aciCubePos[ici].fBeavers, aciCubePos[ici].bgv);
+
+        } else {
+
+            aci[i].nCube = -1;
+
+        }
+
+        i++;
+
+        if (!fTop && aciCubePos[ici].nCube > 0 && GetDPEq(NULL, NULL, &aciCubePos[ici]))
+            /* we may double */
+            SetCubeInfo(&aci[i],
+                        2 * aciCubePos[ici].nCube,
+                        !aciCubePos[ici].fMove,
+                        fInvert ?
+                        !aciCubePos[ici].fMove : aciCubePos[ici].fMove,
+                        aciCubePos[ici].nMatchTo,
+                        aciCubePos[ici].anScore,
+                        aciCubePos[ici].fCrawford,
+                        aciCubePos[ici].fJacoby, aciCubePos[ici].fBeavers, aciCubePos[ici].bgv);
+        else
+            /* mark cube position as unavailable */
+            aci[i].nCube = -1;
+
+        i++;
+
+
+    }                           /* loop cci */
+
+}
+
+
+/*
+ * Get take, double, take, and too good points for match play.
+ *
+ * Input:
+ *   pci: cubeinfo
+ *   aarRates: gammon and backgammon rates (first index is player)
+ *
+ * Output:
+ *   aaarPoints: the points
+ *
+ */
+
+extern void
+getMatchPoints(float aaarPoints[2][4][2],
+               int afAutoRedouble[2], int afDead[2], const cubeinfo * pci, float aarRates[2][2])
+{
+
+    SSE_ALIGN(float arOutput[NUM_OUTPUTS]);
+    float arDP1[2], arDP2[2], arCP1[2], arCP2[2], arTG[2];
+
+    const int anNormScore[2] = { pci->nMatchTo - pci->anScore[0], pci->nMatchTo - pci->anScore[1] };
+
+    /* get cash points */
+
+    arOutput[OUTPUT_WIN] = 0.5f;
+    arOutput[OUTPUT_WINGAMMON] = 0.5f * (aarRates[0][0] + aarRates[0][1]);
+    arOutput[OUTPUT_WINBACKGAMMON] = 0.5f * aarRates[0][1];
+    arOutput[OUTPUT_LOSEGAMMON] = 0.5f * (aarRates[1][0] + aarRates[1][1]);
+    arOutput[OUTPUT_LOSEBACKGAMMON] = 0.5f * aarRates[1][1];
+
+    GetPoints(arOutput, pci, arCP2);
+
+    for (int i = 0; i < 2; i++) {
+
+        float rDTW, rDTL, rNDW, rNDL, rDP, rRisk, rGain;
+
+        afAutoRedouble[i] = (anNormScore[i] - 2 * pci->nCube <= 0) && (anNormScore[!i] - 2 * pci->nCube > 0);
+
+        afDead[i] = (anNormScore[!i] - 2 * pci->nCube <= 0);
+
+        /* MWC for "double, take; win" */
+
+        rDTW =
+            (1.0f - aarRates[i][0] - aarRates[i][1]) *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  2 * pci->nCube, i, pci->fCrawford, aafMET, aafMETPostCrawford)
+            + aarRates[i][0] *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  4 * pci->nCube, i, pci->fCrawford, aafMET, aafMETPostCrawford)
+            + aarRates[i][1] *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  6 * pci->nCube, i, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+        /* MWC for "no double, take; win" */
+
+        rNDW =
+            (1.0f - aarRates[i][0] - aarRates[i][1]) *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  pci->nCube, i, pci->fCrawford, aafMET, aafMETPostCrawford)
+            + aarRates[i][0] *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  2 * pci->nCube, i, pci->fCrawford, aafMET, aafMETPostCrawford)
+            + aarRates[i][1] *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  3 * pci->nCube, i, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+        /* MWC for "Double, take; lose" */
+
+        rDTL =
+            (1.0f - aarRates[!i][0] - aarRates[!i][1]) *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  2 * pci->nCube, !i, pci->fCrawford, aafMET, aafMETPostCrawford)
+            + aarRates[!i][0] *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  4 * pci->nCube, !i, pci->fCrawford, aafMET, aafMETPostCrawford)
+            + aarRates[!i][1] *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  6 * pci->nCube, !i, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+        /* MWC for "No double; lose" */
+
+        rNDL =
+            (1.0f - aarRates[!i][0] - aarRates[!i][1]) *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  1 * pci->nCube, !i, pci->fCrawford, aafMET, aafMETPostCrawford)
+            + aarRates[!i][0] *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  2 * pci->nCube, !i, pci->fCrawford, aafMET, aafMETPostCrawford)
+            + aarRates[!i][1] *
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  3 * pci->nCube, !i, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+        /* MWC for "Double, pass" */
+
+        rDP =
+            getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                  pci->nCube, i, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+        /* Double point */
+
+        rRisk = rNDL - rDTL;
+        rGain = rDTW - rNDW;
+
+        arDP1[i] = (rRisk == 0.0f) ? 0.0f : rRisk / (rRisk + rGain);
+        arDP2[i] = arDP1[i];
+
+        /* Dead cube take point without redouble */
+
+        rRisk = rDTW - rDP;
+        rGain = rDP - rDTL;
+
+        arCP1[i] = 1.0f - rRisk / (rRisk + rGain);
+
+        /* find too good point */
+
+        rRisk = rNDW - rNDL;
+        rGain = rNDW - rDP;
+
+        arTG[i] = rRisk / (rRisk + rGain);
+
+        if (afAutoRedouble[i]) {
+
+            /* With redouble */
+
+            rDTW =
+                (1.0f - aarRates[i][0] - aarRates[i][1]) *
+                getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                      4 * pci->nCube, i, pci->fCrawford, aafMET, aafMETPostCrawford)
+                + aarRates[i][0] *
+                getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                      8 * pci->nCube, i, pci->fCrawford, aafMET, aafMETPostCrawford)
+                + aarRates[i][1] *
+                getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                      12 * pci->nCube, i, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+            rDTL =
+                (1.0f - aarRates[!i][0] - aarRates[!i][1]) *
+                getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                      4 * pci->nCube, !i, pci->fCrawford, aafMET, aafMETPostCrawford)
+                + aarRates[!i][0] *
+                getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                      8 * pci->nCube, !i, pci->fCrawford, aafMET, aafMETPostCrawford)
+                + aarRates[!i][1] *
+                getME(pci->anScore[0], pci->anScore[1], pci->nMatchTo, i,
+                      12 * pci->nCube, !i, pci->fCrawford, aafMET, aafMETPostCrawford);
+
+            rRisk = rDTW - rDP;
+            rGain = rDP - rDTL;
+
+            arCP2[i] = 1.0f - rRisk / (rRisk + rGain);
+
+            /* Double point */
+
+            rRisk = rNDL - rDTL;
+            rGain = rDTW - rNDW;
+
+            arDP2[i] = (rRisk == 0.0f) ? 0.0f : rRisk / (rRisk + rGain);
+
+        }
+
+    }
+
+    /* save points */
+
+    for (int i = 0; i < 2; i++) {
+
+        /* take point */
+
+        aaarPoints[i][0][0] = 1.0f - arCP1[!i];
+        aaarPoints[i][0][1] = 1.0f - arCP2[!i];
+
+        /* double point */
+
+        aaarPoints[i][1][0] = arDP1[i];
+        aaarPoints[i][1][1] = arDP2[i];
+
+        /* cash point */
+
+        aaarPoints[i][2][0] = arCP1[i];
+        aaarPoints[i][2][1] = arCP2[i];
+
+        /* too good point */
+
+        aaarPoints[i][3][0] = arTG[i];
+
+        if (!afDead[i])
+            aaarPoints[i][3][1] = arCP2[i];
+
+    }
+
+}
+
+extern void
+getCubeDecisionOrdering(int aiOrder[3],
+                        float arDouble[4], float aarOutput[2][NUM_ROLLOUT_OUTPUTS], const cubeinfo * pci)
+{
+
+    cubedecision cd;
+
+    /* Get cube decision */
+
+    cd = FindBestCubeDecision(arDouble, aarOutput, pci);
+
+    switch (cd) {
+
+    case DOUBLE_TAKE:
+    case DOUBLE_BEAVER:
+    case REDOUBLE_TAKE:
+
+        /*
+         * Optimal     : Double, take
+         * Best for me : Double, pass
+         * Worst for me: No Double
+         */
+
+        aiOrder[0] = OUTPUT_TAKE;
+        aiOrder[1] = OUTPUT_DROP;
+        aiOrder[2] = OUTPUT_NODOUBLE;
+
+        break;
+
+    case DOUBLE_PASS:
+    case REDOUBLE_PASS:
+
+        /*
+         * Optimal     : Double, pass
+         * Best for me : Double, take
+         * Worst for me: no double
+         */
+        aiOrder[0] = OUTPUT_DROP;
+        aiOrder[1] = OUTPUT_TAKE;
+        aiOrder[2] = OUTPUT_NODOUBLE;
+
+        break;
+
+    case NODOUBLE_TAKE:
+    case NODOUBLE_BEAVER:
+    case TOOGOOD_TAKE:
+    case NO_REDOUBLE_TAKE:
+    case NO_REDOUBLE_BEAVER:
+    case TOOGOODRE_TAKE:
+    case NODOUBLE_DEADCUBE:
+    case NO_REDOUBLE_DEADCUBE:
+    case OPTIONAL_DOUBLE_BEAVER:
+    case OPTIONAL_DOUBLE_TAKE:
+    case OPTIONAL_REDOUBLE_TAKE:
+
+        /*
+         * Optimal     : no double
+         * Best for me : double, pass
+         * Worst for me: double, take
+         */
+
+        aiOrder[0] = OUTPUT_NODOUBLE;
+        aiOrder[1] = OUTPUT_DROP;
+        aiOrder[2] = OUTPUT_TAKE;
+
+        break;
+
+    case TOOGOOD_PASS:
+    case TOOGOODRE_PASS:
+    case OPTIONAL_DOUBLE_PASS:
+    case OPTIONAL_REDOUBLE_PASS:
+
+        /*
+         * Optimal     : no double
+         * Best for me : double, take
+         * Worst for me: double, pass
+         */
+
+        aiOrder[0] = OUTPUT_NODOUBLE;
+        aiOrder[1] = OUTPUT_TAKE;
+        aiOrder[2] = OUTPUT_DROP;
+
+        break;
+
+    default:
+
+        g_assert_not_reached();
+
+    }
+
+}
+
+
+
+extern float
+getPercent(const cubedecision cd, const float arDouble[])
+{
+
+    switch (cd) {
+
+    case DOUBLE_TAKE:
+    case DOUBLE_BEAVER:
+    case DOUBLE_PASS:
+    case REDOUBLE_TAKE:
+    case REDOUBLE_PASS:
+    case NODOUBLE_DEADCUBE:
+    case NO_REDOUBLE_DEADCUBE:
+    case OPTIONAL_DOUBLE_BEAVER:
+    case OPTIONAL_DOUBLE_TAKE:
+    case OPTIONAL_REDOUBLE_TAKE:
+    case OPTIONAL_DOUBLE_PASS:
+    case OPTIONAL_REDOUBLE_PASS:
+        /* correct cube action */
+        return -1.0f;
+
+    case TOOGOODRE_TAKE:
+    case TOOGOOD_TAKE:
+        /* never correct to double */
+        return -1.0f;
+
+    case NODOUBLE_TAKE:
+    case NODOUBLE_BEAVER:
+    case NO_REDOUBLE_TAKE:
+    case NO_REDOUBLE_BEAVER:
+
+        /* how many doubles should be dropped before it is correct to double */
+
+        return (arDouble[OUTPUT_NODOUBLE] - arDouble[OUTPUT_TAKE]) / (arDouble[OUTPUT_DROP] - arDouble[OUTPUT_TAKE]);
+
+    case TOOGOOD_PASS:
+    case TOOGOODRE_PASS:
+
+        /* how many doubles should be taken before it is correct to double */
+        if (arDouble[OUTPUT_NODOUBLE] > arDouble[OUTPUT_TAKE])
+            /* strange match play scenario
+             * (see 3-ply eval on cAmgACAAGAAA/4HPkAUgzW8EBMA):
+             * never correct to double! */
+            return -1.0f;
+        else
+            return
+                (arDouble[OUTPUT_NODOUBLE] - arDouble[OUTPUT_DROP]) / (arDouble[OUTPUT_TAKE] - arDouble[OUTPUT_DROP]);
+
+    default:
+
+        g_assert_not_reached();
+
+    }
+
+    return -1.0f;
+}
+
+
+/*
+ * Resort movelist and recalculate best score.
+ *
+ * Input:
+ *   pml: movelist
+ *
+ * Output:
+ *   pml: update movelist
+ *   ai : the new ordering. Caller must allocate ai.
+ *
+ * FIXME: the construction of the ai-array is *very* ugly.
+ *        We should probably write a substitute for qsort that
+ *        updates ai on the fly.
+ *
+ */
+
+extern void
+RefreshMoveList(movelist * pml, int *ai)
+{
+    static movelist ml;
+
+    if (!pml->cMoves)
+        return;
+
+    if (ai)
+        CopyMoveList(&ml, pml);
+
+    qsort(pml->amMoves, pml->cMoves, sizeof(move), (cfunc) CompareMovesGeneral);
+
+    pml->rBestScore = pml->amMoves[0].rScore;
+
+    if (ai) {
+        for (unsigned int i = 0; i < pml->cMoves; i++) {
+
+            for (unsigned int j = 0; j < pml->cMoves; j++) {
+
+                if (!memcmp(ml.amMoves[j].anMove, pml->amMoves[i].anMove, 8 * sizeof(int)))
+                    ai[j] = i;
+
+            }
+        }
+
+        g_free(ml.amMoves);
+    }
+}
+
+
+extern void
+CopyMoveList(movelist * pmlDest, const movelist * pmlSrc)
+{
+
+    if (pmlDest == pmlSrc)
+        return;
+
+    pmlDest->cMoves = pmlSrc->cMoves;
+    pmlDest->cMaxMoves = pmlSrc->cMaxMoves;
+    pmlDest->cMaxPips = pmlSrc->cMaxPips;
+    pmlDest->iMoveBest = pmlSrc->iMoveBest;
+    pmlDest->rBestScore = pmlSrc->rBestScore;
+
+#if GLIB_CHECK_VERSION (2,67,4)
+    pmlDest->amMoves = (move *) g_memdup2(pmlSrc->amMoves, pmlSrc->cMoves * sizeof(move));
+#else
+    pmlDest->amMoves = (move *) g_memdup(pmlSrc->amMoves, pmlSrc->cMoves * sizeof(move));
+#endif
+
+}
+
+
+
+/*
+ * is this a close cubedecision?
+ *
+ * Input:
+ *   arDouble: equities for cube decisions
+ *
+ */
+
+extern int
+isCloseCubedecision(const float arDouble[])
+{
+    const float rThr = 0.16f;
+    float rDouble;
+    rDouble = MIN(arDouble[OUTPUT_TAKE], 1.0f);
+
+    /* Report if doubling is less than 0.16 */
+    if (arDouble[OUTPUT_OPTIMAL] - rDouble < rThr)
+        return 1;
+
+    return 0;
+
+}
+
+
+/*
+ * is this a missed double?
+ *
+ * Input:
+ *   arDouble: equities for cube decisions
+ *   fDouble: did the player double
+ *   pci: cubeinfo
+ *
+ */
+
+extern int
+isMissedDouble(float arDouble[], float aarOutput[2][NUM_ROLLOUT_OUTPUTS], const int fDouble, const cubeinfo * pci)
+{
+
+    cubedecision cd = FindBestCubeDecision(arDouble, aarOutput, pci);
+
+    switch (cd) {
+
+    case DOUBLE_TAKE:
+    case DOUBLE_PASS:
+    case DOUBLE_BEAVER:
+    case REDOUBLE_TAKE:
+    case REDOUBLE_PASS:
+
+        return !fDouble;
+
+    default:
+
+        return 0;
+
+    }
+
+}
+
+
+static int
+MoveKey(const TanBoard anBoard, const int anMove[8], positionkey * pkey)
+{
+    TanBoard anBoardMove;
+
+    memcpy(anBoardMove, anBoard, sizeof(anBoardMove));
+    ApplyMove(anBoardMove, anMove, FALSE);
+    PositionKey((ConstTanBoard) anBoardMove, pkey);
+
+    return 0;
+}
+
+
+extern unsigned int
+locateMove(const TanBoard anBoard, const int anMove[8], const movelist * pml)
+{
+
+    unsigned int i;
+    positionkey key1, key2;
+
+    MoveKey(anBoard, anMove, &key1);
+
+    for (i = 0; i < pml->cMoves; ++i) {
+
+        MoveKey(anBoard, pml->amMoves[i].anMove, &key2);
+
+        if (EqualKeys(key2, key1))
+            return i;
+
+    }
+
+    return 0;
+
+}
+
+
+extern int
+equal_movefilter(const int i, const movefilter amf1[MAX_FILTER_PLIES], const movefilter amf2[MAX_FILTER_PLIES])
+{
+
+    int j;
+
+    for (j = 0; j <= i; ++j) {
+        if (amf1[j].Accept != amf2[j].Accept)
+            return 0;
+        if (amf1[j].Accept < 0)
+            continue;
+        if (amf1[j].Extra != amf2[j].Extra)
+            return 0;
+        if (!amf1[j].Extra)
+            continue;
+        if (amf1[j].Threshold != amf2[j].Threshold)
+            return 0;
+
+    }
+
+    return 1;
+
+}
+
+
+extern int
+equal_movefilters(movefilter aamf1[MAX_FILTER_PLIES][MAX_FILTER_PLIES],
+                  movefilter aamf2[MAX_FILTER_PLIES][MAX_FILTER_PLIES])
+{
+
+    int i;
+
+    for (i = 0; i < MAX_FILTER_PLIES; ++i)
+        if (!equal_movefilter(i, aamf1[i], aamf2[i]))
+            return 0;
+
+    return 1;
+
+}
+
+
+/*
+ * Categorise double into normal, beaver, or raccoon.
+ *
+ * The function is called before ApplyMoveRecord:
+ *
+ * fDoubled = FALSE:
+ *
+ *    the previous moverecord was not a MOVE_DOUBLE,
+ *    hence this is a normal double.
+ *
+ * fDoubled = TRUE:
+ *
+ *    The previous moverecord was a MOVE_DOUBLE
+ *    so it's either a beaver or a raccoon
+ *
+ *    Beaver: fTurn != fMove (the previous doubler was the player on roll
+ *                            so the redouble must be a beaver)
+ *    Raccoon: fTurn == fMove and/or fCubeOwner != fMove
+ *
+ *
+ */
+
+extern doubletype
+DoubleType(const int fDoubled, const int fMove, const int fTurn)
+{
+
+    if (fDoubled) {
+
+        /* beaver or raccoon */
+
+        if (fTurn != fMove)
+            /* beaver */
+            return DT_BEAVER;
+        else
+            /* raccoon */
+            return DT_RACCOON;
+
+    }
+    return DT_NORMAL;
+}
+
+#else
+
+#define FindnSaveBestMoves FindnSaveBestMovesWithLocking
+#define FindBestMove FindBestMoveWithLocking
+#define EvaluatePosition EvaluatePositionWithLocking
+#define ScoreMove ScoreMoveWithLocking
+#define GeneralCubeDecisionE GeneralCubeDecisionEWithLocking
+#define GeneralEvaluationE GeneralEvaluationEWithLocking
+#define EvaluatePositionCache EvaluatePositionCacheWithLocking
+#define FindBestMovePlied FindBestMovePliedWithLocking
+#define GeneralEvaluationEPlied GeneralEvaluationEPliedWithLocking
+#define EvaluatePositionCubeful3 EvaluatePositionCubeful3WithLocking
+#define ScoreMoves ScoreMovesWithLocking
+#define ScoreMovesPruned ScoreMovesPrunedWithLocking
+#define FindBestMoveInEval FindBestMoveInEvalWithLocking
+#define GeneralEvaluationEPliedCubeful GeneralEvaluationEPliedCubefulWithLocking
+#define EvaluatePositionCubeful4 EvaluatePositionCubeful4WithLocking
+#define CacheAdd CacheAddWithLocking
+#define CacheLookup CacheLookupWithLocking
+
+static int EvaluatePositionCache(NNState * nnStates, const TanBoard anBoard, float arOutput[],
+                                 cubeinfo * const pci, const evalcontext * pecx, int nPlies, positionclass pc);
+
+static int FindBestMovePlied(int anMove[8], int nDice0, int nDice1,
+                             TanBoard anBoard, const cubeinfo * pci,
+                             const evalcontext * pec, int nPlies, movefilter aamf[MAX_FILTER_PLIES][MAX_FILTER_PLIES]);
+
+#endif
+
+static int GeneralEvaluationEPlied(NNState * nnStates, float arOutput[NUM_ROLLOUT_OUTPUTS],
+                                   const TanBoard anBoard, cubeinfo * pci, const evalcontext * pec, int nPlies);
+static int EvaluatePositionCubeful3(NNState * nnStates, const TanBoard anBoard, float arOutput[NUM_OUTPUTS],
+                                    float arCubeful[], const cubeinfo aciCubePos[], int cci, cubeinfo * pciMove,
+                                    const evalcontext * pec, int nPlies, int fTop);
+
+/* Functions that have both locking and non-locking versions below here */
+
+static int ScoreMoves(movelist * pml, const cubeinfo * pci, const evalcontext * pec, int nPlies);
+static int ScoreMovesPruned(movelist * pml, const cubeinfo * pci, const evalcontext * pec, unsigned int *bmovesi,
+                            unsigned int prune_moves);
+/*
+ * The pruning nets select the best MIN_PRUNE_MOVES +
+ * floor(log2(number of legal moves)) moves instead of 10 as they used
+ * to do.  A value of 5 for MIN_PRUNE_MOVES brings a small speed-up
+ * and, according to the Depreli benchmark, an insignificant strength
+ * improvement.  Using a lower value causes a measurable degradation
+ * of play. Using a higher one doesn't significantly improve it.
+ */
+#define MIN_PRUNE_MOVES 5
+#define MAX_PRUNE_MOVES (MIN_PRUNE_MOVES + 11)
+
+static SIMD_AVX_STACKALIGN void
+FindBestMoveInEval(NNState * nnStates, int const nDice0, int const nDice1, const TanBoard anBoardIn,
+                   TanBoard anBoardOut, cubeinfo * const pci, const evalcontext * pec)
+{
+    unsigned int i;
+    movelist ml;
+    positionclass evalClass = CLASS_OVER;
+    unsigned int bmovesi[MAX_PRUNE_MOVES];
+    unsigned int prune_moves;
+
+    GenerateMoves(&ml, anBoardIn, nDice0, nDice1, FALSE);
+
+    if (ml.cMoves == 0) {
+        /* no legal moves */
+        return;
+    }
+
+    if (ml.cMoves == 1) {
+        /* forced move */
+        ml.iMoveBest = 0;
+        PositionFromKey(anBoardOut, &ml.amMoves[ml.iMoveBest].key);
+        return;
+    }
+
+    /* LogCube() is floor(log2()) */
+    prune_moves = MIN_PRUNE_MOVES + LogCube(ml.cMoves);
+
+    if (ml.cMoves <= prune_moves) {
+        ScoreMoves(&ml, pci, pec, 0);
+        PositionFromKey(anBoardOut, &ml.amMoves[ml.iMoveBest].key);
+        return;
+    }
+
+    pci->fMove = !pci->fMove;
+    bmovesi[0] = 0;
+
+    for (i = 0; i < ml.cMoves; i++) {
+        positionclass pc;
+        SSE_ALIGN(float arOutput[NUM_OUTPUTS]);
+        evalcache ec;
+        uint32_t l;
+        move *const pm = &ml.amMoves[i];
+
+        PositionFromKeySwapped(anBoardOut, &pm->key);
+
+        pc = ClassifyPosition((ConstTanBoard) anBoardOut, VARIATION_STANDARD);
+        if (i == 0) {
+            if (pc < CLASS_RACE)
+                break;
+            evalClass = pc;
+        } else if (pc != evalClass)
+            break;
+
+        CopyKey(pm->key, ec.key);
+        ec.nEvalContext = 0;
+        if ((l = CacheLookup(&cpEval, &ec, arOutput, NULL)) != CACHEHIT) {
+            SSE_ALIGN(float arInput[NUM_PRUNING_INPUTS]);
+
+            baseInputs((ConstTanBoard) anBoardOut, arInput);
+            {
+                const neuralnet *nets[] = { &nnpRace, &nnpCrashed, &nnpContact };
+                const neuralnet *n = nets[pc - CLASS_RACE];
+#if defined(USE_SIMD_INSTRUCTIONS)
+                (void) nnStates;        /* silence compiler warning */
+                NeuralNetEvaluateSSE(n, arInput, arOutput, NULL);
+#else
+                if (nnStates)
+                    nnStates[pc - CLASS_RACE].state = (i == 0) ? NNSTATE_INCREMENTAL : NNSTATE_DONE;
+                NeuralNetEvaluate(n, arInput, arOutput, nnStates);
+#endif
+                if (pc == CLASS_RACE)
+                    /* special evaluation of backgammons
+                     * overrides net output */
+                    EvalRaceBG((ConstTanBoard) anBoardOut, arOutput, VARIATION_STANDARD);
+
+                SanityCheck((ConstTanBoard) anBoardOut, arOutput);
+            }
+            memcpy(ec.ar, arOutput, sizeof(float) * NUM_OUTPUTS);
+            ec.ar[5] = 0.f;
+            CacheAdd(&cpEval, &ec, l);
+        }
+        pm->rScore = UtilityME(arOutput, pci);
+        if (i < prune_moves) {
+            bmovesi[i] = i;
+            if (pm->rScore > ml.amMoves[bmovesi[0]].rScore) {
+                bmovesi[i] = bmovesi[0];
+                bmovesi[0] = i;
+            }
+        } else if (pm->rScore < ml.amMoves[bmovesi[0]].rScore) {
+            unsigned int m = 0, k;
+            bmovesi[0] = i;
+            for (k = 1; k < prune_moves; ++k) {
+                if (ml.amMoves[bmovesi[k]].rScore > ml.amMoves[bmovesi[m]].rScore) {
+                    m = k;
+                }
+            }
+            bmovesi[0] = bmovesi[m];
+            bmovesi[m] = i;
+        }
+    }
+
+    pci->fMove = !pci->fMove;
+
+    if (i == ml.cMoves)
+        ScoreMovesPruned(&ml, pci, pec, bmovesi, prune_moves);
+    else
+        ScoreMoves(&ml, pci, pec, 0);
+
+    PositionFromKey(anBoardOut, &ml.amMoves[ml.iMoveBest].key);
+}
+
+static int
+EvaluatePositionFull(NNState * nnStates, const TanBoard anBoard, float arOutput[],
+                     cubeinfo * const pci, const evalcontext * pec, unsigned int nPlies, positionclass pc)
+{
+    SSE_ALIGN(float arVariationOutput[NUM_OUTPUTS]);
+    int i;
+
+    if (pc > CLASS_PERFECT && nPlies > 0) {
+        /* internal node; recurse */
+
+        TanBoard anBoardNew;
+        /* int anMove[ 8 ]; */
+        cubeinfo ciOpp;
+        float rTemp;
+        int n0, n1;
+
+        int const usePrune = pec->fUsePrune && pec->rNoise == 0.0f && pci->bgv == VARIATION_STANDARD;
+
+        for (i = 0; i < NUM_OUTPUTS; i++)
+            arOutput[i] = 0.0f;
+
+        /* loop over rolls */
+
+        for (n0 = 1; n0 <= 6; n0++) {
+            for (n1 = 1; n1 <= n0; n1++) {
+                float w = (n0 == n1) ? 1.0f : 2.0f;
+
+                for (i = 0; i < 25; i++) {
+                    anBoardNew[0][i] = anBoard[0][i];
+                    anBoardNew[1][i] = anBoard[1][i];
+                }
+
+                if (MT_SafeGet(&fInterrupt)) {
+                    errno = EINTR;
+                    return -1;
+                }
+
+                if (usePrune) {
+                    FindBestMoveInEval(nnStates, n0, n1, anBoard, anBoardNew, pci, pec);
+                } else {
+
+                    FindBestMovePlied(NULL, n0, n1, anBoardNew, pci, pec, 0, defaultFilters);
+                }
+
+                SwapSides(anBoardNew);
+
+                SetCubeInfo(&ciOpp, pci->nCube, pci->fCubeOwner, !pci->fMove,
+                            pci->nMatchTo, pci->anScore, pci->fCrawford, pci->fJacoby, pci->fBeavers, pci->bgv);
+
+                /* Evaluate at 0-ply */
+                if (EvaluatePositionCache(nnStates, (ConstTanBoard) anBoardNew, arVariationOutput,
+                                          &ciOpp, pec, nPlies - 1,
+                                          ClassifyPosition((ConstTanBoard) anBoardNew, ciOpp.bgv)))
+                    return -1;
+
+                for (i = 0; i < NUM_OUTPUTS; i++)
+                    arOutput[i] += w *arVariationOutput[i];
+            }
+
+        }
+
+        /* normalize */
+        for (i = 0; i < NUM_OUTPUTS; i++)
+            arOutput[i] /= 36;
+
+        /* flop eval */
+        arOutput[OUTPUT_WIN] = 1.0f - arOutput[OUTPUT_WIN];
+
+        rTemp = arOutput[OUTPUT_WINGAMMON];
+        arOutput[OUTPUT_WINGAMMON] = arOutput[OUTPUT_LOSEGAMMON];
+        arOutput[OUTPUT_LOSEGAMMON] = rTemp;
+
+        rTemp = arOutput[OUTPUT_WINBACKGAMMON];
+        arOutput[OUTPUT_WINBACKGAMMON] = arOutput[OUTPUT_LOSEBACKGAMMON];
+        arOutput[OUTPUT_LOSEBACKGAMMON] = rTemp;
+
+    } else {
+        /* at leaf node; use static evaluation */
+
+        if (acef[pc] (anBoard, arOutput, pci->bgv, nnStates))
+            return -1;
+
+        if (pec->rNoise > 0.0f && pc != CLASS_OVER) {
+            for (i = 0; i < NUM_OUTPUTS; i++) {
+                arOutput[i] += Noise(pec, anBoard, i);
+                arOutput[i] = MAX(arOutput[i], 0.0f);
+                arOutput[i] = MIN(arOutput[i], 1.0f);
+            }
+        }
+
+        if (pc > CLASS_GOOD || pec->rNoise > 0.0f)
+            /* no sanity check needed for accurate evaluations */
+            SanityCheck(anBoard, arOutput);
+    }
+
+    return 0;
+}
+
+
+static int
+EvaluatePositionCache(NNState * nnStates, const TanBoard anBoard, float arOutput[],
+                      cubeinfo * const pci, const evalcontext * pecx, int nPlies, positionclass pc)
+{
+    evalcache ec;
+    uint32_t l;
+    /* This should be a part of the code that is called in all
+     * time-consuming operations at a relatively steady rate, so is a
+     * good choice for a callback function. */
+    if (!cCache || pecx->rNoise != 0.0f) {      /* non-deterministic noisy evaluations; cannot cache */
+        return EvaluatePositionFull(nnStates, anBoard, arOutput, pci, pecx, nPlies, pc);
+    }
+
+    PositionKey(anBoard, &ec.key);
+
+    ec.nEvalContext = EvalKey(pecx, nPlies, pci, FALSE);
+    if ((l = CacheLookup(&cEval, &ec, arOutput, NULL)) == CACHEHIT) {
+        return 0;
+    }
+
+    if (EvaluatePositionFull(nnStates, anBoard, arOutput, pci, pecx, nPlies, pc))
+        return -1;
+
+    memcpy(ec.ar, arOutput, sizeof(float) * NUM_OUTPUTS);
+    ec.ar[5] = 0.f;
+    CacheAdd(&cEval, &ec, l);
+    return 0;
+}
+
+extern int
+EvaluatePosition(NNState * nnStates, const TanBoard anBoard, float arOutput[],
+                 cubeinfo * const pci, const evalcontext * pec)
+{
+
+    positionclass pc = ClassifyPosition(anBoard, pci->bgv);
+
+    return EvaluatePositionCache(nnStates, anBoard, arOutput, pci, pec ? pec : &ecBasic, pec ? pec->nPlies : 0, pc);
+}
+
+
+extern int
+ScoreMove(NNState * nnStates, move * pm, const cubeinfo * pci, const evalcontext * pec, int nPlies)
+{
+    TanBoard anBoardTemp;
+    SSE_ALIGN(float arEval[NUM_ROLLOUT_OUTPUTS]);
+    cubeinfo ci;
+
+    PositionFromKeySwapped(anBoardTemp, &pm->key);
+
+    /* swap fMove in cubeinfo */
+    memcpy(&ci, pci, sizeof(ci));
+    ci.fMove = !ci.fMove;
+
+    if (GeneralEvaluationEPlied(nnStates, arEval, (ConstTanBoard) anBoardTemp, &ci, pec, nPlies))
+        return -1;
+
+    InvertEvaluationR(arEval, &ci);
+
+    if (ci.nMatchTo)
+        arEval[OUTPUT_CUBEFUL_EQUITY] = mwc2eq(arEval[OUTPUT_CUBEFUL_EQUITY], pci);
+
+    /* Save evaluations */
+    memcpy(pm->arEvalMove, arEval, NUM_ROLLOUT_OUTPUTS * sizeof(float));
+
+    /* Save evaluation setup */
+    pm->esMove.et = EVAL_EVAL;
+    pm->esMove.ec = *pec;
+    pm->esMove.ec.nPlies = nPlies;
+
+    /* Score for move:
+     * rScore is the primary score (cubeful/cubeless)
+     * rScore2 is the secondary score (cubeless) */
+    pm->rScore = (pec->fCubeful) ? arEval[OUTPUT_CUBEFUL_EQUITY] : arEval[OUTPUT_EQUITY];
+    pm->rScore2 = arEval[OUTPUT_EQUITY];
+
+    return 0;
+}
+
+static int
+ScoreMoves(movelist * pml, const cubeinfo * pci, const evalcontext * pec, int nPlies)
+{
+    unsigned int i;
+    int r = 0;                  /* return value */
+    NNState *nnStates = MT_Get_nnState();
+
+    pml->rBestScore = -99999.9f;
+
+    if (nPlies == 0) {
+        /* start incremental evaluations */
+        nnStates[0].state = nnStates[1].state = nnStates[2].state = NNSTATE_INCREMENTAL;
+    }
+
+
+    for (i = 0; i < pml->cMoves; i++) {
+        if (ScoreMove(nnStates, pml->amMoves + i, pci, pec, nPlies) < 0) {
+            r = -1;
+            break;
+        }
+
+        if ((pml->amMoves[i].rScore > pml->rBestScore) || ((pml->amMoves[i].rScore == pml->rBestScore)
+                                                           && (pml->amMoves[i].rScore2 >
+                                                               pml->amMoves[pml->iMoveBest].rScore2))) {
+            pml->iMoveBest = i;
+            pml->rBestScore = pml->amMoves[i].rScore;
+        }
+    }
+
+    if (nPlies == 0) {
+        /* reset to none */
+
+        nnStates[0].state = nnStates[1].state = nnStates[2].state = NNSTATE_NONE;
+    }
+
+    return r;
+}
+
+static int
+ScoreMovesPruned(movelist * pml, const cubeinfo * pci, const evalcontext * pec, unsigned int *bmovesi,
+                 unsigned int prune_moves)
+{
+    unsigned int j;
+    int r = 0;                  /* return value */
+    NNState *nnStates = MT_Get_nnState();
+
+    pml->rBestScore = -99999.9f;
+
+    /* start incremental evaluations */
+    nnStates[0].state = nnStates[1].state = nnStates[2].state = NNSTATE_INCREMENTAL;
+
+    for (j = 0; j < prune_moves; j++) {
+
+        unsigned int i = bmovesi[j];
+
+        if (ScoreMove(nnStates, pml->amMoves + i, pci, pec, 0) < 0) {
+            r = -1;
+            break;
+        }
+
+        if ((pml->amMoves[i].rScore > pml->rBestScore) || ((pml->amMoves[i].rScore == pml->rBestScore)
+                                                           && (pml->amMoves[i].rScore2 >
+                                                               pml->amMoves[pml->iMoveBest].rScore2))) {
+            pml->iMoveBest = i;
+            pml->rBestScore = pml->amMoves[i].rScore;
+        }
+    }
+
+    nnStates[0].state = nnStates[1].state = nnStates[2].state = NNSTATE_NONE;
+
+    return r;
+}
+
+static movefilter NullFilter = { -1, 0, 0.0f };
+
+static int
+FindBestMovePlied(int anMove[8], int nDice0, int nDice1,
+                  TanBoard anBoard,
+                  const cubeinfo * pci, const evalcontext * pec, int nPlies,
+                  movefilter aamf[MAX_FILTER_PLIES][MAX_FILTER_PLIES])
+{
+
+    evalcontext ec;
+    movelist ml;
+    unsigned int i;
+
+    memcpy(&ec, pec, sizeof(evalcontext));
+    ec.nPlies = nPlies;
+
+    if (anMove)
+        for (i = 0; i < 8; ++i)
+            anMove[i] = -1;
+
+    if (FindnSaveBestMoves(&ml, nDice0, nDice1, (ConstTanBoard) anBoard, NULL, FALSE, 0.0f, pci, &ec, aamf) < 0) {
+        g_free(ml.amMoves);
+        return -1;
+    }
+
+    if (anMove) {
+        for (i = 0; i < ml.cMaxMoves * 2; i++)
+            anMove[i] = ml.amMoves[ml.iMoveBest].anMove[i];
+    }
+
+    if (ml.cMoves)
+        PositionFromKey(anBoard, &ml.amMoves[ml.iMoveBest].key);
+
+    g_free(ml.amMoves);
+
+    return ml.cMaxMoves * 2;
+}
+
+
+extern
+    int
+FindBestMove(int anMove[8], int nDice0, int nDice1,
+             TanBoard anBoard, const cubeinfo * pci, evalcontext * pec,
+             movefilter aamf[MAX_FILTER_PLIES][MAX_FILTER_PLIES])
+{
+
+    return FindBestMovePlied(anMove, nDice0, nDice1, anBoard, pci, pec ? pec : &ecBasic, pec ? pec->nPlies : 0, aamf);
+}
+
+extern int
+FindnSaveBestMoves(movelist * pml, int nDice0, int nDice1, const TanBoard anBoard, positionkey * keyMove, const
+                   int fAnalyse, float rThr, const cubeinfo * pci, const evalcontext * pec,
+                   movefilter aamf[MAX_FILTER_PLIES][MAX_FILTER_PLIES])
+{
+
+    /* Find best moves.
+     * Ensure that keyMove is evaluated at the deepest ply. */
+
+    unsigned int i;
+    unsigned int nMoves, iPly;
+    move *pm;
+    movefilter *mFilters;
+    unsigned int nMaxPly = 0;
+    unsigned int cOldMoves;
+
+    /* Find all moves -- note that pml contains internal pointers to static
+     * data, so we can't call GenerateMoves again (or anything that calls
+     * it, such as ScoreMoves at more than 0 plies) until we have saved
+     * the moves we want to keep in amCandidates. */
+    GenerateMoves(pml, anBoard, nDice0, nDice1, FALSE);
+
+    if (pml->cMoves == 0) {
+        /* no legal moves */
+        pml->amMoves = NULL;
+        return 0;
+    }
+
+    /* Save moves */
+#if GLIB_CHECK_VERSION (2,67,4)
+    pm = (move *) g_memdup2(pml->amMoves, pml->cMoves * sizeof(move));
+#else
+    pm = (move *) g_memdup(pml->amMoves, pml->cMoves * sizeof(move));
+#endif
+    pml->amMoves = pm;
+    nMoves = pml->cMoves;
+
+    mFilters = (pec->nPlies > 0 && pec->nPlies <= MAX_FILTER_PLIES) ?
+        aamf[pec->nPlies - 1] : aamf[MAX_FILTER_PLIES - 1];
+
+    for (iPly = 0; iPly < pec->nPlies; iPly++) {
+
+        movefilter *mFilter = (iPly < MAX_FILTER_PLIES) ? &mFilters[iPly] : &NullFilter;
+
+        unsigned int k;
+
+        if (mFilter->Accept < 0) {
+            continue;
+        }
+
+        if (ScoreMoves(pml, pci, pec, iPly) < 0) {
+            g_free(pm);
+            pml->cMoves = 0;
+            pml->amMoves = NULL;
+            return -1;
+        }
+
+        qsort(pml->amMoves, pml->cMoves, sizeof(move), (cfunc) CompareMoves);
+        pml->iMoveBest = 0;
+
+        k = pml->cMoves;
+        /* we check for mFilter->Accept < 0 above */
+        pml->cMoves = MIN((unsigned int) mFilter->Accept, pml->cMoves);
+
+        {
+            unsigned int limit = MIN(k, pml->cMoves + mFilter->Extra);
+
+            for ( /**/; pml->cMoves < limit; ++pml->cMoves) {
+                if (pml->amMoves[pml->cMoves].rScore < pml->amMoves[0].rScore - mFilter->Threshold) {
+                    break;
+                }
+            }
+        }
+
+        nMaxPly = iPly;
+
+        if (pml->cMoves == 1 && mFilter->Accept != 1)
+            /* if there is only one move to evaluate there is no need to continue */
+            goto finished;
+
+
+    }
+
+    /* evaluate moves on top ply */
+
+    if (ScoreMoves(pml, pci, pec, pec->nPlies) < 0) {
+        g_free(pm);
+        pml->cMoves = 0;
+        pml->amMoves = NULL;
+        return -1;
+    }
+
+    nMaxPly = pec->nPlies;
+
+    /* Resort the moves, in case the new evaluation reordered them. */
+    qsort(pml->amMoves, pml->cMoves, sizeof(move), (cfunc) CompareMoves);
+    pml->iMoveBest = 0;
+
+    /* set the proper size of the movelist */
+
+  finished:
+
+    cOldMoves = pml->cMoves;
+    pml->cMoves = nMoves;
+
+    if (fAnalyse) {
+
+        /*
+         * If fAnalyse is true we don't want to have a move evaluated at a
+         * lower ply to appear better than a one evaluated at a higher ply:
+         * re-evaluate it at the ply of the previous move
+         */
+
+        int fChanged;
+
+        do {
+            fChanged = 0;
+            for (i = 1; i < pml->cMoves; i++)
+                if (pml->amMoves[i].esMove.ec.nPlies < pml->amMoves[i-1].esMove.ec.nPlies
+                    && pml->amMoves[i].rScore > pml->amMoves[i-1].rScore) {
+                float limit = pml->amMoves[i-1].rScore;
+                fChanged = 1;
+                for (unsigned int j = i; j < pml->cMoves; j++)
+                    if (pml->amMoves[j].rScore > limit) {
+                        ScoreMove(NULL, pml->amMoves + j, pci, pec, pml->amMoves[i-1].esMove.ec.nPlies);
+                        limit = MIN(limit, pml->amMoves[j].rScore);
+                    }
+                }
+
+            qsort(pml->amMoves, pml->cMoves, sizeof(move), (cfunc) CompareMoves);
+        } while (fChanged == 1);
+    }
+
+    /* Make sure that keyMove and top move are both
+     * evaluated at the deepest ply. */
+    if (keyMove) {
+
+        int fResort = FALSE;
+
+        for (i = 0; i < pml->cMoves; i++)
+            if (EqualKeys((*keyMove), pml->amMoves[i].key)) {
+
+                /* ensure top move is evaluted at deepest ply */
+
+                if (pml->amMoves[i].esMove.ec.nPlies < nMaxPly) {
+                    ScoreMove(NULL, pml->amMoves + i, pci, pec, nMaxPly);
+                    fResort = TRUE;
+                }
+
+                if ((fabsf(pml->amMoves[i].rScore - pml->amMoves[0].rScore) > rThr) && (nMaxPly < pec->nPlies)) {
+
+                    /* this is en error/blunder: re-analyse at top-ply */
+
+                    ScoreMove(NULL, pml->amMoves, pci, pec, pec->nPlies);
+                    ScoreMove(NULL, pml->amMoves + i, pci, pec, pec->nPlies);
+                    cOldMoves = 1;      /* only one move scored at deepest ply */
+                    fResort = TRUE;
+
+                }
+
+                /* move it up to the other moves evaluated on nMaxPly */
+
+                if (fResort && pec->nPlies && i > 0) {
+                    move m;
+                    unsigned int j;
+
+                    memcpy(&m, pml->amMoves + i, sizeof m);
+
+                    for (j = i - 1; j >= cOldMoves; --j)
+                        memcpy(pml->amMoves + j + 1, pml->amMoves + j, sizeof(move));
+
+                    memcpy(pml->amMoves + cOldMoves, &m, sizeof(m));
+
+                    /* reorder moves evaluated on nMaxPly */
+
+                    qsort(pml->amMoves, cOldMoves + 1, sizeof(move), (cfunc) CompareMoves);
+
+                }
+                break;
+            }
+    }
+
+    return 0;
+
+}
+
+extern int
+GeneralCubeDecisionE(float aarOutput[2][NUM_ROLLOUT_OUTPUTS],
+                     const TanBoard anBoard,
+                     cubeinfo * const pci, const evalcontext * pec, const evalsetup * UNUSED(pes))
+{
+
+    SSE_ALIGN(float arOutput[NUM_OUTPUTS]);
+    cubeinfo aciCubePos[2];
+    float arCubeful[2];
+    int i, j;
+
+
+    /* Setup cube for "no double" and "double, take" */
+
+    memcpy(&aciCubePos[0], pci, sizeof(cubeinfo));
+    memcpy(&aciCubePos[1], pci, sizeof(cubeinfo));
+    aciCubePos[1].fCubeOwner = !aciCubePos[1].fMove;
+    aciCubePos[1].nCube *= 2;
+
+    if (EvaluatePositionCubeful3(NULL, anBoard, arOutput, arCubeful, aciCubePos, 2, pci, pec, pec->nPlies, TRUE))
+        return -1;
+
+
+    /* Scale double-take equity */
+    if (!pci->nMatchTo)
+        arCubeful[1] *= 2.0f;
+
+    for (i = 0; i < 2; i++) {
+
+        /* copy cubeless winning chances */
+        for (j = 0; j < NUM_OUTPUTS; j++)
+            aarOutput[i][j] = arOutput[j];
+
+        /* equity */
+
+        aarOutput[i][OUTPUT_EQUITY] = UtilityME(arOutput, &aciCubePos[i]);
+
+        aarOutput[i][OUTPUT_CUBEFUL_EQUITY] = arCubeful[i];
+
+    }
+
+    return 0;
+
+}
+
+extern int
+GeneralEvaluationE(float arOutput[NUM_ROLLOUT_OUTPUTS],
+                   const TanBoard anBoard, cubeinfo * const pci, const evalcontext * pec)
+{
+
+    return GeneralEvaluationEPlied(NULL, arOutput, anBoard, pci, pec, pec->nPlies);
+
+}
+
+
+static int
+GeneralEvaluationEPliedCubeful(NNState * nnStates, float arOutput[NUM_ROLLOUT_OUTPUTS],
+                               const TanBoard anBoard, cubeinfo * const pci, const evalcontext * pec, int nPlies)
+{
+
+    float rCubeful;
+
+    if (EvaluatePositionCubeful3(nnStates, anBoard, arOutput, &rCubeful, pci, 1, pci, pec, nPlies, FALSE))
+        return -1;
+
+    arOutput[OUTPUT_EQUITY] = UtilityME(arOutput, pci);
+    arOutput[OUTPUT_CUBEFUL_EQUITY] = rCubeful;
+
+    return 0;
+
+}
+
+extern int
+GeneralEvaluationEPlied(NNState * nnStates, float arOutput[NUM_ROLLOUT_OUTPUTS],
+                        const TanBoard anBoard, cubeinfo * const pci, const evalcontext * pec, int nPlies)
+{
+
+    if (pec->fCubeful) {
+
+        if (GeneralEvaluationEPliedCubeful(nnStates, arOutput, anBoard, pci, pec, nPlies))
+            return -1;
+
+    } else {
+        if (EvaluatePositionCache(nnStates, anBoard, arOutput, pci, pec, nPlies, ClassifyPosition(anBoard, pci->bgv)))
+            return -1;
+
+        arOutput[OUTPUT_EQUITY] = UtilityME(arOutput, pci);
+        arOutput[OUTPUT_CUBEFUL_EQUITY] = 0.0f;
+    }
+
+    return 0;
+
+}
+
+static int
+EvaluatePositionCubeful4(NNState * nnStates, const TanBoard anBoard,
+                         float arOutput[NUM_OUTPUTS],
+                         float arCubeful[],
+                         const cubeinfo aciCubePos[], int cci,
+                         cubeinfo * const pciMove, const evalcontext * pec, unsigned int nPlies, int fTop)
+{
+
+
+    /* calculate cubeful equity */
+
+    int i;
+    positionclass pc;
+    SSE_ALIGN(float ar[NUM_OUTPUTS]);
+    float arEquity[4];
+
+    cubeinfo ciMoveOpp;
+
+    float *arCf = (float *) g_alloca(2 * cci * sizeof(float));
+    float *arCfTemp = (float *) g_alloca(2 * cci * sizeof(float));
+    cubeinfo *aci = (cubeinfo *) g_alloca(2 * cci * sizeof(cubeinfo));
+
+    pc = ClassifyPosition(anBoard, pciMove->bgv);
+
+    if (pc > CLASS_OVER && nPlies > 0 && !(pc <= CLASS_PERFECT && !pciMove->nMatchTo)) {
+        /* internal node; recurse */
+
+        TanBoard anBoardNew;
+        int n0, n1;
+        float r;
+
+        int const usePrune = pec->fUsePrune && pec->rNoise == 0.0f && pciMove->bgv == VARIATION_STANDARD;
+
+        for (i = 0; i < NUM_OUTPUTS; i++)
+            arOutput[i] = 0.0f;
+
+        for (i = 0; i < 2 * cci; i++)
+            arCf[i] = 0.0f;
+
+        /* construct next level cube positions */
+
+        MakeCubePos(aciCubePos, cci, fTop, aci, TRUE);
+
+        /* loop over rolls */
+
+        for (n0 = 1; n0 <= 6; n0++) {
+            for (n1 = 1; n1 <= n0; n1++) {
+                float w = (n0 == n1) ? 1.0f : 2.0f;
+
+                for (i = 0; i < 25; i++) {
+                    anBoardNew[0][i] = anBoard[0][i];
+                    anBoardNew[1][i] = anBoard[1][i];
+                }
+
+                if (MT_SafeGet(&fInterrupt)) {
+                    errno = EINTR;
+                    return -1;
+                }
+
+                if (usePrune) {
+                    FindBestMoveInEval(nnStates, n0, n1, anBoard, anBoardNew, pciMove, pec);
+                } else {
+
+                    FindBestMovePlied(NULL, n0, n1, anBoardNew, pciMove, pec, 0, defaultFilters);
+                }
+
+                SwapSides(anBoardNew);
+
+                SetCubeInfo(&ciMoveOpp,
+                            pciMove->nCube, pciMove->fCubeOwner,
+                            !pciMove->fMove, pciMove->nMatchTo,
+                            pciMove->anScore, pciMove->fCrawford, pciMove->fJacoby, pciMove->fBeavers, pciMove->bgv);
+
+                /* Evaluate at 0-ply */
+                if (EvaluatePositionCubeful3(nnStates, (ConstTanBoard) anBoardNew,
+                                             ar, arCfTemp, aci, 2 * cci, &ciMoveOpp, pec, nPlies - 1, FALSE))
+                    return -1;
+
+                /* Sum up cubeless winning chances and cubeful equities */
+
+                for (i = 0; i < NUM_OUTPUTS; i++)
+                    arOutput[i] += w *ar[i];
+                for (i = 0; i < 2 * cci; i++)
+                    arCf[i] += w *arCfTemp[i];
+
+            }
+
+        }
+
+        /* Flip evals */
+#define sumW 36
+
+        arOutput[OUTPUT_WIN] = 1.0f - arOutput[OUTPUT_WIN] / sumW;
+
+        r = arOutput[OUTPUT_WINGAMMON] / sumW;
+        arOutput[OUTPUT_WINGAMMON] = arOutput[OUTPUT_LOSEGAMMON] / sumW;
+        arOutput[OUTPUT_LOSEGAMMON] = r;
+
+        r = arOutput[OUTPUT_WINBACKGAMMON] / sumW;
+        arOutput[OUTPUT_WINBACKGAMMON] = arOutput[OUTPUT_LOSEBACKGAMMON] / sumW;
+        arOutput[OUTPUT_LOSEBACKGAMMON] = r;
+
+        for (i = 0; i < 2 * cci; i++)
+            if (pciMove->nMatchTo)
+                arCf[i] = 1.0f - arCf[i] / sumW;
+            else
+                arCf[i] = -arCf[i] / sumW;
+#undef sumW
+
+        /* invert fMove */
+        /* Remember than fMove was inverted in the call to MakeCubePos */
+
+        for (i = 0; i < 2 * cci; i++)
+            aci[i].fMove = !aci[i].fMove;
+
+        /* get cubeful equities */
+
+        GetECF3(arCubeful, cci, arCf, aci);
+
+    } else {
+        /* at leaf node; use static evaluation */
+
+        float rCubeX;
+        int ici;
+
+        if (pc == CLASS_HYPERGAMMON1 || pc == CLASS_HYPERGAMMON2 || pc == CLASS_HYPERGAMMON3) {
+
+            bearoffcontext *pbc = apbcHyper[pc - CLASS_HYPERGAMMON1];
+            unsigned int nUs, nThem, iPos;
+            unsigned int n;
+
+            if (!pbc)
+                return -1;
+
+            nUs = PositionBearoff(anBoard[1], pbc->nPoints, pbc->nChequers);
+            nThem = PositionBearoff(anBoard[0], pbc->nPoints, pbc->nChequers);
+            n = Combination(pbc->nPoints + pbc->nChequers, pbc->nPoints);
+            iPos = nUs * n + nThem;
+
+            if (BearoffHyper(apbcHyper[pc - CLASS_HYPERGAMMON1], iPos, arOutput, arEquity))
+                return -1;
+
+        } else if (pc > CLASS_OVER && pc <= CLASS_PERFECT /* && ! pciMove->nMatchTo */ ) {
+
+            if (EvaluatePerfectCubeful(anBoard, arEquity, pciMove->bgv)) {
+                return -1;
+            }
+
+            arOutput[OUTPUT_WIN] = (arEquity[0] + 1.0f) / 2.0f;
+            arOutput[OUTPUT_WINGAMMON] = arOutput[OUTPUT_WINBACKGAMMON] = arOutput[OUTPUT_LOSEGAMMON] =
+                arOutput[OUTPUT_LOSEBACKGAMMON] = 0.0f;
+
+        } else {
+
+            /* evaluate with neural net */
+
+            if (EvaluatePosition(nnStates, anBoard, arOutput, pciMove, NULL))
+                return -1;
+
+            if (pec->rNoise > 0.0f && pc != CLASS_OVER) {
+                for (i = 0; i < NUM_OUTPUTS; i++) {
+                    arOutput[i] += Noise(pec, anBoard, i);
+                    arOutput[i] = MAX(arOutput[i], 0.0f);
+                    arOutput[i] = MIN(arOutput[i], 1.0f);
+                }
+            }
+
+            if (pc > CLASS_GOOD || pec->rNoise > 0.0f)
+                /* no sanity check needed for accurate evaluations */
+                SanityCheck(anBoard, arOutput);
+
+        }
+
+        /* Calculate cube efficiency */
+
+        rCubeX = EvalEfficiency(anBoard, pc, pec->nPlies);
+
+        /* Build all possible cube positions */
+
+        MakeCubePos(aciCubePos, cci, fTop, aci, FALSE);
+
+        /* Calculate cubeful equity for each possible cube position */
+
+        for (ici = 0; ici < 2 * cci; ici++)
+            if (aci[ici].nCube > 0) {
+                /* cube available */
+
+                if (!aci[ici].nMatchTo) {
+
+                    /* money play */
+
+                    switch (pc) {
+                    case CLASS_HYPERGAMMON1:
+                    case CLASS_HYPERGAMMON2:
+                    case CLASS_HYPERGAMMON3:
+                        /* exact bearoff equities & contact */
+
+                        arCf[ici] = CFHYPER(arEquity, &aci[ici]);
+                        break;
+
+                    case CLASS_BEAROFF2:
+                    case CLASS_BEAROFF_TS:
+                        /* exact bearoff equities */
+
+                        arCf[ici] = CFMONEY(arEquity, &aci[ici]);
+                        break;
+
+                    case CLASS_OVER:
+                    case CLASS_RACE:
+                    case CLASS_CRASHED:
+                    case CLASS_CONTACT:
+                    case CLASS_BEAROFF1:
+                    case CLASS_BEAROFF_OS:
+                        /* approximate using Janowski's formulae */
+
+                        arCf[ici] = Cl2CfMoney(arOutput, &aci[ici], rCubeX);
+                        break;
+
+                    }
+
+                } else {
+
+                    float rCl, rCf, rCfMoney;
+                    float X = rCubeX;
+                    cubeinfo ciMoney;
+
+                    /* match play */
+
+                    switch (pc) {
+                    case CLASS_HYPERGAMMON1:
+                    case CLASS_HYPERGAMMON2:
+                    case CLASS_HYPERGAMMON3:
+                        /* use exact money equities to guess cube efficiency */
+
+                        SetCubeInfoMoney(&ciMoney, 1, aci[ici].fCubeOwner, aci[ici].fMove, FALSE, FALSE, aci[ici].bgv);
+
+                        rCl = Utility(arOutput, &ciMoney);
+                        rCubeX = 1.0f;
+                        rCf = Cl2CfMoney(arOutput, &ciMoney, rCubeX);
+                        rCfMoney = CFHYPER(arEquity, &ciMoney);
+
+                        if (fabsf(rCl - rCf) > 0.0001f)
+                            rCubeX = (rCfMoney - rCl) / (rCf - rCl);
+
+                        arCf[ici] = Cl2CfMatch(arOutput, &aci[ici], rCubeX);
+
+                        rCubeX = X;
+
+                        break;
+
+                    case CLASS_BEAROFF2:
+                    case CLASS_BEAROFF_TS:
+                        /* use exact money equities to guess cube efficiency */
+
+                        SetCubeInfoMoney(&ciMoney, 1, aci[ici].fCubeOwner, aci[ici].fMove, FALSE, FALSE, aci[ici].bgv);
+
+                        rCl = arEquity[0];
+                        rCubeX = 1.0f;
+                        rCf = Cl2CfMoney(arOutput, &ciMoney, rCubeX);
+                        rCfMoney = CFMONEY(arEquity, &ciMoney);
+
+                        if (fabsf(rCl - rCf) > 0.0001f)
+                            rCubeX = (rCfMoney - rCl) / (rCf - rCl);
+                        else
+                            rCubeX = X;
+
+                        /* fabsf(...) > 0.0001 above is not enough. We still get some
+                         * nutty values for rCubeX and need more sanity checking */
+
+                        if (rCubeX < 0.0f)
+                            rCubeX = 0.0f;
+                        if (rCubeX > X)
+                            rCubeX = X;
+
+                        arCf[ici] = Cl2CfMatch(arOutput, &aci[ici], rCubeX);
+
+                        rCubeX = X;
+
+                        break;
+
+                    case CLASS_OVER:
+                    case CLASS_RACE:
+                    case CLASS_CRASHED:
+                    case CLASS_CONTACT:
+                    case CLASS_BEAROFF1:
+                    case CLASS_BEAROFF_OS:
+                        /* approximate using Joern's generalisation of
+                         * Janowski's formulae */
+
+                        arCf[ici] = Cl2CfMatch(arOutput, &aci[ici], rCubeX);
+                        break;
+
+                    }
+
+                }
+
+            }
+
+
+        /* find optimal of "no double" and "double" */
+
+        GetECF3(arCubeful, cci, arCf, aci);
+
+    }
+
+    return 0;
+
+}
+
+/* EvaluatePositionCubeful3 is now just a wrapper for ....Cubeful4, which
+ * first checks the cache, and then calls ...Cubeful3 */
+
+extern int
+EvaluatePositionCubeful3(NNState * nnStates, const TanBoard anBoard,
+                         float arOutput[NUM_OUTPUTS],
+                         float arCubeful[],
+                         const cubeinfo aciCubePos[], int cci,
+                         cubeinfo * const pciMove, const evalcontext * pec, int nPlies, int fTop)
+{
+
+    int ici;
+    int fAll;
+    evalcache ec;
+
+    if (!cCache || pec->rNoise != 0.0f)
+        /* non-deterministic evaluation; never cache */
+    {
+        return EvaluatePositionCubeful4(nnStates, anBoard, arOutput, arCubeful,
+                                        aciCubePos, cci, pciMove, pec, nPlies, fTop);
+    }
+
+    PositionKey(anBoard, &ec.key);
+
+    /* check cache for existence for earlier calculation */
+
+    fAll = !fTop;               /* FIXME: fTop should be a part of EvalKey */
+
+    for (ici = 0; ici < cci && fAll; ++ici) {
+
+        if (aciCubePos[ici].nCube < 0) {
+            arCubeful[ici] = -99999.9f;
+            continue;
+        }
+
+        ec.nEvalContext = EvalKey(pec, nPlies, &aciCubePos[ici], TRUE);
+
+        if (CacheLookup(&cEval, &ec, arOutput, arCubeful + ici) != CACHEHIT) {
+            fAll = FALSE;
+        }
+    }
+
+    /* get equities */
+
+    if (!fAll) {
+
+        /* cache miss */
+        if (EvaluatePositionCubeful4(nnStates, anBoard, arOutput, arCubeful,
+                                     aciCubePos, cci, pciMove, pec, nPlies, fTop))
+            return -1;
+
+        /* add to cache */
+
+        if (!fTop) {
+
+            for (ici = 0; ici < cci; ++ici) {
+                if (aciCubePos[ici].nCube < 0)
+                    continue;
+
+                memcpy(ec.ar, arOutput, sizeof(float) * NUM_OUTPUTS);
+                ec.ar[5] = arCubeful[ici];      /* Cubeful equity stored in slot 5 */
+                ec.nEvalContext = EvalKey(pec, nPlies, &aciCubePos[ici], TRUE);
+
+                CacheAdd(&cEval, &ec, GetHashKey(cEval.hashMask, &ec));
+
+            }
+        }
+    }
+
+    return 0;
+
+}
diff --git a/engine/gnubg/eval.h b/engine/gnubg/eval.h
new file mode 100644
index 0000000..02e6780
--- /dev/null
+++ b/engine/gnubg/eval.h
@@ -0,0 +1,549 @@
+/*
+ * Copyright (C) 1998-2002 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2000-2025 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#ifndef EVAL_H
+#define EVAL_H
+
+#include "dice.h"
+#include "bearoff.h"
+#include "neuralnet.h"
+#include "cache.h"
+
+#define EXP_LOCK_FUN(ret, name, ...) \
+    typedef ret (*f_##name)( __VA_ARGS__); \
+    extern f_##name name; \
+    extern ret name##NoLocking( __VA_ARGS__); \
+    extern ret name##WithLocking( __VA_ARGS__)
+
+#define WEIGHTS_VERSION "1.01"
+#define WEIGHTS_VERSION_BINARY 1.01f
+#define WEIGHTS_MAGIC_BINARY 472.3782f
+
+#define NUM_OUTPUTS 5
+#define NUM_CUBEFUL_OUTPUTS 4
+#define NUM_ROLLOUT_OUTPUTS 7
+
+#define BETA_HIDDEN 0.1f
+#define BETA_OUTPUT 1.0f
+
+#define OUTPUT_WIN 0
+#define OUTPUT_WINGAMMON 1
+#define OUTPUT_WINBACKGAMMON 2
+#define OUTPUT_LOSEGAMMON 3
+#define OUTPUT_LOSEBACKGAMMON 4
+
+#define OUTPUT_EQUITY 5         /* NB: neural nets do not output equity, only
+                                 * rollouts do. */
+#define OUTPUT_CUBEFUL_EQUITY 6
+
+/* Cubeful evaluations */
+typedef enum {
+    OUTPUT_OPTIMAL = 0,
+    OUTPUT_NODOUBLE,
+    OUTPUT_TAKE,
+    OUTPUT_DROP
+} CubefulOutputs;
+
+/* A trivial upper bound on the number of (complete or incomplete)
+ * legal moves of a single roll: if all 15 chequers are spread out,
+ * then there are 18 C 4 + 17 C 3 + 16 C 2 + 15 C 1 = 3875
+ * combinations in which a roll of 11 could be played (up to 4 choices from
+ * 15 chequers, and a chequer may be chosen more than once).  The true
+ * bound will be lower than this (because there are only 26 points,
+ * some plays of 15 chequers must "overlap" and map to the same
+ * resulting position), but that would be more difficult to
+ * compute. */
+#define MAX_INCOMPLETE_MOVES 3875
+#define MAX_MOVES 3060
+
+typedef struct {
+    int Accept;                 /* always allow this many moves.
+                                   -1 means don't use this level */
+    int Extra;                  /* and add up to this many more */
+    float Threshold;            /* if they are within this equity difference */
+} movefilter;
+
+/* we'll have filters for 1..4 ply evaluation */
+#define MAX_FILTER_PLIES	4
+extern movefilter defaultFilters[MAX_FILTER_PLIES][MAX_FILTER_PLIES];
+
+typedef struct {
+    /* FIXME expand this... e.g. different settings for different position
+     * classes */
+    unsigned int fCubeful:1;    /* cubeful evaluation */
+    unsigned int nPlies:4;
+    unsigned int fUsePrune:1;
+    unsigned int fDeterministic:1;
+    unsigned int :25;		/* padding */
+    float rNoise;               /* standard deviation */
+} evalcontext;
+
+/* identifies the format of evaluation info in .sgf files
+ * early (pre extending rollouts) had no version numbers
+ * extendable rollouts have a version number of 1
+ * with pruning nets, we have two possibilities - reduction could still
+ * be enabled (version = 2) or, given the speedup and performance
+ * improvements, I assume we will drop reduction entirely. (ver = 3 or more)
+ * When presented with an .sgf file, gnubg will attempt to work out what
+ * data is present in the file based on the version number
+ */
+
+#define SGF_FORMAT_VER 3
+
+typedef struct {
+    evalcontext aecCube[2], aecChequer[2];      /* evaluation parameters */
+    evalcontext aecCubeLate[2], aecChequerLate[2];      /* ... for later moves */
+    evalcontext aecCubeTrunc, aecChequerTrunc;  /* ... at truncation point */
+    movefilter aaamfChequer[2][MAX_FILTER_PLIES][MAX_FILTER_PLIES];
+    movefilter aaamfLate[2][MAX_FILTER_PLIES][MAX_FILTER_PLIES];
+
+    unsigned int fCubeful:1;    /* Cubeful rollout */
+    unsigned int fVarRedn:1;    /* variance reduction */
+    unsigned int fInitial:1;    /* roll out as opening position */
+    unsigned int fRotate:1;     /* quasi-random dice */
+    unsigned int fTruncBearoff2:1;      /* cubeless rollout: trunc at BEAROFF2 */
+    unsigned int fTruncBearoffOS:1;     /* cubeless rollout: trunc at BEAROFF_OS */
+    unsigned int fLateEvals:1;  /* enable different evals for later moves */
+    unsigned int fDoTruncate:1; /* enable truncated rollouts */
+    unsigned int fStopOnSTD:1;  /* stop when std's are small enough */
+    unsigned int fStopOnJsd:1;
+    unsigned int fStopMoveOnJsd:1;      /* stop multi-line rollout when jsd
+                                         * is small enough */
+    unsigned short nTruncate;   /* truncation */
+    unsigned int nTrials;       /* number of rollouts */
+    unsigned short nLate;       /* switch evaluations on move nLate of game */
+    rng rngRollout;
+    unsigned long nSeed;
+    unsigned int nMinimumGames; /* always do at least this many */
+    float rStdLimit;            /* stop when std < this */
+    unsigned int nMinimumJsdGames;
+    float rJsdLimit;
+    unsigned int nGamesDone;
+    float rStoppedOnJSD;
+    int nSkip;
+} rolloutcontext;
+
+typedef struct {
+    float rEquity;
+    float rJSD;
+    int nOrder;
+    int nRank;
+} jsdinfo;
+
+typedef enum {
+    EVAL_NONE, EVAL_EVAL, EVAL_ROLLOUT
+} evaltype;
+
+/* enumeration of variations of backgammon
+ * (starting position and/or special rules) */
+
+extern bgvariation bgvDefault;
+
+extern int anChequers[NUM_VARIATIONS];
+extern const char *aszVariations[NUM_VARIATIONS];
+extern const char *aszVariationCommands[NUM_VARIATIONS];
+
+/*
+ * Cubeinfo contains the information necessary for evaluation
+ * of a position.
+ * These structs are placed here so that the move struct can be defined
+ */
+
+typedef struct {
+    /*
+     * nCube: the current value of the cube,
+     * fCubeOwner: the owner of the cube,
+     * fMove: the player for which we are
+     *        calculating equity for,
+     * fCrawford, fJacoby, fBeavers: optional rules in effect,
+     * arGammonPrice: the gammon prices;
+     *   [ 0 ] = gammon price for player 0,
+     *   [ 1 ] = gammon price for player 1,
+     *   [ 2 ] = backgammon price for player 0,
+     *   [ 3 ] = backgammon price for player 1.
+     *
+     */
+    int nCube, fCubeOwner, fMove, nMatchTo, anScore[2], fCrawford, fJacoby, fBeavers;
+    float arGammonPrice[4];
+    bgvariation bgv;
+} cubeinfo;
+
+typedef struct {
+    evaltype et;
+    evalcontext ec;
+    rolloutcontext rc;
+} evalsetup;
+
+typedef enum {
+    DOUBLE_TAKE,
+    DOUBLE_PASS,
+    NODOUBLE_TAKE,
+    TOOGOOD_TAKE,
+    TOOGOOD_PASS,
+    DOUBLE_BEAVER,
+    NODOUBLE_BEAVER,
+    REDOUBLE_TAKE,
+    REDOUBLE_PASS,
+    NO_REDOUBLE_TAKE,
+    TOOGOODRE_TAKE,
+    TOOGOODRE_PASS,
+    NO_REDOUBLE_BEAVER,
+    NODOUBLE_DEADCUBE,          /* cube is dead (match play only) */
+    NO_REDOUBLE_DEADCUBE,       /* cube is dead (match play only) */
+    NOT_AVAILABLE,              /* Cube not available */
+    OPTIONAL_DOUBLE_TAKE,
+    OPTIONAL_REDOUBLE_TAKE,
+    OPTIONAL_DOUBLE_BEAVER,
+    OPTIONAL_DOUBLE_PASS,
+    OPTIONAL_REDOUBLE_PASS
+} cubedecision;
+
+typedef enum {
+    DT_NORMAL,
+    DT_BEAVER,
+    DT_RACCOON,
+    NUM_DOUBLE_TYPES
+} doubletype;
+
+/*
+ * TT_NA can happen if a single position was loaded from a sgf file.
+ * To check for beavers, use "> TT_NORMAL", not "!= TT_NORMAL".
+ */
+typedef enum {
+    TT_NA,
+    TT_NORMAL,
+    TT_BEAVER
+} taketype;
+
+extern const char *aszDoubleTypes[NUM_DOUBLE_TYPES];
+
+/*
+ * prefined settings
+ */
+
+#define NUM_SETTINGS            9
+#define SETTINGS_4PLY		8
+#define SETTINGS_3PLY		7
+#define SETTINGS_2PLY		6
+#define SETTINGS_1PLY		5
+#define SETTINGS_0PLY		4
+#define SETTINGS_ADVANCED       3
+#define SETTINGS_INTERMEDIATE   2
+#define SETTINGS_NOVICE         1
+#define SETTINGS_BEGINNER       0
+
+extern evalcontext aecSettings[NUM_SETTINGS];
+extern evalcontext ecBasic;
+extern int aiSettingsMoveFilter[NUM_SETTINGS];
+extern const char *aszSettings[NUM_SETTINGS];
+
+#define NUM_MOVEFILTER_SETTINGS 2
+
+extern const char *aszMoveFilterSettings[NUM_MOVEFILTER_SETTINGS];
+extern movefilter aaamfMoveFilterSettings[NUM_MOVEFILTER_SETTINGS][MAX_FILTER_PLIES][MAX_FILTER_PLIES];
+
+typedef enum {
+    CMARK_NONE,
+    CMARK_ROLLOUT
+} CMark;
+
+typedef struct {
+    int anMove[8];
+    positionkey key;
+    unsigned int cMoves, cPips;
+    /* scores for this move */
+    float rScore, rScore2;
+    /* evaluation for this move */
+    float arEvalMove[NUM_ROLLOUT_OUTPUTS];
+    float arEvalStdDev[NUM_ROLLOUT_OUTPUTS];
+    evalsetup esMove;
+    CMark cmark;
+} move;
+
+extern int fInterrupt;
+extern cubeinfo ciCubeless;
+extern const char *aszEvalType[(int) EVAL_ROLLOUT + 1];
+
+extern bearoffcontext *pbc1;
+extern bearoffcontext *pbc2;
+extern bearoffcontext *pbcOS;
+extern bearoffcontext *pbcTS;
+extern bearoffcontext *apbcHyper[3];
+
+typedef struct {
+    unsigned int cMoves;        /* and current move when building list */
+    unsigned int cMaxMoves, cMaxPips;
+    int iMoveBest;
+    float rBestScore;
+    move *amMoves;
+} movelist;
+
+/* cube efficiencies */
+
+extern float rOSCubeX;
+extern float rRaceFactorX[2];
+extern float rRaceCoefficientX[2];
+extern float rRaceMax[2];
+extern float rRaceMin[2];
+extern float rCrashedX[2];
+extern float rContactX[2];
+
+/* position classes */
+
+typedef enum {
+    CLASS_OVER = 0,             /* Game already finished */
+    CLASS_HYPERGAMMON1,         /* hypergammon with 1 chequers */
+    CLASS_HYPERGAMMON2,         /* hypergammon with 2 chequers */
+    CLASS_HYPERGAMMON3,         /* hypergammon with 3 chequers */
+    CLASS_BEAROFF2,             /* Two-sided bearoff database (in memory) */
+    CLASS_BEAROFF_TS,           /* Two-sided bearoff database (on disk) */
+    CLASS_BEAROFF1,             /* One-sided bearoff database (in memory) */
+    CLASS_BEAROFF_OS,           /* One-sided bearoff database /on disk) */
+    CLASS_RACE,                 /* Race neural network */
+    CLASS_CRASHED,              /* Contact, one side has less than 7 active checkers */
+    CLASS_CONTACT               /* Contact neural network */
+} positionclass;
+
+#define N_CLASSES (CLASS_CONTACT + 1)
+
+#define CLASS_PERFECT CLASS_BEAROFF_TS
+#define CLASS_GOOD CLASS_BEAROFF_OS   /* Good enough to not need SanityCheck */
+
+typedef int (*classevalfunc) (const TanBoard anBoard, float arOutput[], const bgvariation bgv, NNState * nnStates);
+
+extern classevalfunc acef[N_CLASSES];
+
+/* Evaluation cache size is 2^SIZE entries */
+#define CACHE_SIZE_DEFAULT 19
+#define CACHE_SIZE_GUIMAX 23
+
+#define CFMONEY(arEquity,pci) \
+   ( ( (pci)->fCubeOwner == -1 ) ? arEquity[ 2 ] : \
+   ( ( (pci)->fCubeOwner == (pci)->fMove ) ? arEquity[ 1 ] : arEquity[ 3 ] ) )
+
+#define CFHYPER(arEquity,pci) \
+   ( ( (pci)->fCubeOwner == -1 ) ? \
+     ( ( (pci)->fJacoby ) ? arEquity[ 2 ] : arEquity[ 1 ] ) : \
+     ( ( (pci)->fCubeOwner == (pci)->fMove ) ? arEquity[ 0 ] : arEquity[ 3 ] ) )
+
+extern void EvalInitialise(char *szWeights, char *szWeightsBinary, int fNoBearoff, void (*pfProgress) (unsigned int));
+
+extern int EvalShutdown(void);
+
+extern void EvalStatus(char *szOutput);
+
+extern int EvalNewWeights(int nSize);
+
+extern int EvalSave(const char *szWeights);
+
+
+EXP_LOCK_FUN(int, EvaluatePosition, NNState * nnStates, const TanBoard anBoard, float arOutput[],
+             cubeinfo * const pci, const evalcontext * pec);
+
+extern void
+ InvertEvaluationR(float ar[NUM_ROLLOUT_OUTPUTS], const cubeinfo * pci);
+
+extern void
+ InvertEvaluation(float ar[NUM_OUTPUTS]);
+
+EXP_LOCK_FUN(int, FindBestMove, int anMove[8], int nDice0, int nDice1,
+             TanBoard anBoard, const cubeinfo * pci, evalcontext * pec, movefilter aamf[MAX_FILTER_PLIES][MAX_FILTER_PLIES]);
+
+EXP_LOCK_FUN(int, FindnSaveBestMoves, movelist * pml,
+             int nDice0, int nDice1, const TanBoard anBoard,
+             positionkey * keyMove, int fAnalyse, const float rThr,
+             const cubeinfo * pci, const evalcontext * pec, movefilter aamf[MAX_FILTER_PLIES][MAX_FILTER_PLIES]);
+
+extern void
+ PipCount(const TanBoard anBoard, unsigned int anPips[2]);
+
+extern int
+ ThorpCount(const TanBoard anBoard, int *pnLeader, float *adjusted, int *pnTrailer);
+
+extern int
+ KeithCount(const TanBoard anBoard, int pn[2]);
+
+extern int
+ IsightCount(const TanBoard anBoard, int pn[2]);
+
+extern int
+ DumpPosition(const TanBoard anBoard, char *szOutput,
+             const evalcontext * pec, cubeinfo * pci, int fOutputMWC,
+             int fOutputWinPC, int fOutputInvert, const char *szMatchID);
+
+extern void
+ SwapSides(TanBoard anBoard);
+
+extern int GameStatus(const TanBoard anBoard, bgvariation bgv);
+
+extern void EvalCacheFlush(void);
+extern int EvalCacheResize(unsigned int cNew);
+extern int EvalCacheStats(unsigned int *pcUsed, unsigned int *pcLookup, unsigned int *pcHit);
+extern double GetEvalCacheSize(void);
+void SetEvalCacheSize(unsigned int size);
+extern unsigned int GetEvalCacheEntries(void);
+extern int GetCacheMB(int size);
+
+extern evalCache cEval;
+extern evalCache cpEval;
+extern unsigned int cCache;
+
+extern int
+ GenerateMoves(movelist * pml, const TanBoard anBoard, int n0, int n1, int fPartial);
+
+extern int ApplySubMove(TanBoard anBoard, int iSrc, int nRoll, int fCheckLegal);
+
+extern int ApplyMove(TanBoard anBoard, const int anMove[8], int fCheckLegal);
+
+extern positionclass ClassifyPosition(const TanBoard anBoard, bgvariation bgv);
+
+/* internal use only */
+extern void EvalRaceBG(const TanBoard anBoard, float arOutput[], bgvariation bgv);
+
+extern float
+ Utility(float ar[NUM_OUTPUTS], const cubeinfo * pci);
+
+extern float
+ UtilityME(float ar[NUM_OUTPUTS], const cubeinfo * pci);
+
+extern int
+ SetCubeInfoMoney(cubeinfo * pci, int nCube, int fCubeOwner,
+                 int fMove, int fJacoby, int fBeavers, bgvariation bgv);
+
+extern int
+ SetCubeInfo(cubeinfo * pci, int nCube, int fCubeOwner,
+            int fMove, int nMatchTo, const int anScore[2],
+            int fCrawford, int fJacoby, int fBeavers, bgvariation bgv);
+
+extern void
+ swap_us(unsigned int *p0, unsigned int *p1);
+
+extern void
+ swap(int *p0, int *p1);
+
+extern void
+ SanityCheck(const TanBoard anBoard, float arOutput[]);
+
+extern int
+ EvalOver(const TanBoard anBoard, float arOutput[], bgvariation bgv, NNState * nnStates);
+
+extern float
+ KleinmanCount(int nPipOnRoll, int nPipNotOnRoll);
+
+extern int
+ GetDPEq(int *pfCube, float *prDPEq, const cubeinfo * pci);
+
+extern float
+ mwc2eq(float rMwc, const cubeinfo * pci);
+
+extern float
+ eq2mwc(float rEq, const cubeinfo * pci);
+
+extern float
+ se_mwc2eq(float rMwc, const cubeinfo * pci);
+
+extern float
+ se_eq2mwc(float rEq, const cubeinfo * pci);
+
+extern char
+*FormatEval(char *sz, evalsetup * pes);
+
+extern cubedecision FindCubeDecision(float arDouble[], float aarOutput[][NUM_ROLLOUT_OUTPUTS], const cubeinfo * pci);
+
+EXP_LOCK_FUN(int, GeneralCubeDecisionE, float aarOutput[2][NUM_ROLLOUT_OUTPUTS],
+             const TanBoard anBoard, cubeinfo * const pci, const evalcontext * pec, const evalsetup * pes);
+
+EXP_LOCK_FUN(int, GeneralEvaluationE, float arOutput[NUM_ROLLOUT_OUTPUTS],
+             const TanBoard anBoard, cubeinfo * const pci, const evalcontext * pec);
+
+extern int
+ cmp_evalsetup(const evalsetup * pes1, const evalsetup * pes2);
+
+extern int
+ cmp_evalcontext(const evalcontext * pec1, const evalcontext * pec2);
+
+extern char
+*GetCubeRecommendation(cubedecision cd);
+
+extern cubedecision
+FindBestCubeDecision(float arDouble[], float aarOutput[2][NUM_ROLLOUT_OUTPUTS], const cubeinfo * pci);
+
+extern int
+ getCurrentGammonRates(float aarRates[2][2],
+                      float arOutput[], const TanBoard anBoard, cubeinfo * pci, const evalcontext * pec);
+
+extern void
+ getMoneyPoints(float aaarPoints[2][7][2], int fJacoby, int fBeavers, float aarRates[2][2]);
+
+extern void
+ getMatchPoints(float aaarPoints[2][4][2],
+               int afAutoRedouble[2], int afDead[2], const cubeinfo * pci, float aarRates[2][2]);
+
+extern void
+ getCubeDecisionOrdering(int aiOrder[3],
+                        float arDouble[4], float aarOutput[2][NUM_ROLLOUT_OUTPUTS], const cubeinfo * pci);
+
+extern float
+ getPercent(cubedecision cd, const float arDouble[]);
+
+extern void
+ RefreshMoveList(movelist * pml, int *ai);
+
+EXP_LOCK_FUN(int, ScoreMove, NNState * nnStates, move * pm, const cubeinfo * pci, const evalcontext * pec, int nPlies);
+
+extern void
+ CopyMoveList(movelist * pmlDest, const movelist * pmlSrc);
+
+extern int
+ isCloseCubedecision(const float arDouble[]);
+
+extern int
+ isMissedDouble(float arDouble[], float aarOutput[2][NUM_ROLLOUT_OUTPUTS], int fDouble, const cubeinfo * pci);
+
+extern unsigned int
+ locateMove(const TanBoard anBoard, const int anMove[8], const movelist * pml);
+
+extern int
+ equal_movefilter(int i, const movefilter amf1[MAX_FILTER_PLIES], const movefilter amf2[MAX_FILTER_PLIES]);
+
+extern int
+ equal_movefilters(movefilter aamf1[MAX_FILTER_PLIES][MAX_FILTER_PLIES],
+                   movefilter aamf2[MAX_FILTER_PLIES][MAX_FILTER_PLIES]);
+
+extern doubletype DoubleType(int fDoubled, int fMove, int fTurn);
+
+extern int
+ PerfectCubeful(bearoffcontext * pbc, const TanBoard anBoard, float arEquity[]);
+
+extern void
+ baseInputs(const TanBoard anBoard, float arInput[]);
+
+extern int CompareMoves(const move * pm0, const move * pm1);
+extern float EvalEfficiency(const TanBoard anBoard, positionclass pc, int ply);
+extern float Cl2CfMoney(float arOutput[NUM_OUTPUTS], cubeinfo * pci, float rCubeX);
+extern float Cl2CfMatch(float arOutput[NUM_OUTPUTS], cubeinfo * pci, float rCubeX);
+extern float Noise(const evalcontext * pec, const TanBoard anBoard, int iOutput);
+extern int EvalKey(const evalcontext * pec, int nPlies, const cubeinfo * pci, int fCubefulEquity);
+extern void MakeCubePos(const cubeinfo aciCubePos[], int cci, int fTop, cubeinfo aci[], int fInvert);
+extern void GetECF3(float arCubeful[], int cci, float arCf[], cubeinfo aci[]);
+extern int EvaluatePerfectCubeful(const TanBoard anBoard, float arEquity[], bgvariation bgv);
+
+extern neuralnet nnContact, nnRace, nnCrashed;
+extern neuralnet nnpContact, nnpRace, nnpCrashed;
+
+#endif
diff --git a/engine/gnubg/lib/cache.c b/engine/gnubg/lib/cache.c
new file mode 100644
index 0000000..9626aa1
--- /dev/null
+++ b/engine/gnubg/lib/cache.c
@@ -0,0 +1,349 @@
+/*
+ * Copyright (C) 1997-2000 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2002-2022 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "config.h"
+
+#include <limits.h>
+#include <stdlib.h>
+#include <string.h>
+
+#include "cache.h"
+#include "positionid.h"
+
+#if defined(USE_MULTITHREAD)
+#include "multithread.h"
+
+#if defined(__GNUC__) && ( \
+    (( __GNUC__ * 100 + __GNUC_MINOR__ >= 401 ) \
+      && (defined (__i486) || defined (__x86_64))) \
+  || (( __GNUC__ * 100 + __GNUC_MINOR__ >= 404 ) \
+      && defined (__i386))			 \
+  )
+
+static inline void
+cache_lock(evalCache * pc, uint32_t k)
+{
+    while (__sync_lock_test_and_set(&(pc->entries[k].lock), 1))
+        while (__sync_fetch_and_add(&pc->entries[k].lock, 0))
+            __asm__ __volatile__ ("pause":::"memory");
+}
+
+static inline void
+cache_unlock(evalCache * pc, uint32_t k)
+{
+    __sync_lock_release(&(pc->entries[k].lock));
+}
+
+#else	/* not x86 or older gcc: no suitable intrinsics */
+
+static inline void
+WaitForLock(volatile int *lock)
+{
+    do {
+        MT_SafeDec(lock);
+    } while (MT_SafeIncCheck(lock));
+}
+
+static inline void
+cache_lock(evalCache * pc, uint32_t k)
+{
+    if (MT_SafeIncCheck(&(pc->entries[k].lock)))
+        WaitForLock(&(pc->entries[k].lock));
+}
+
+static inline void
+cache_unlock(evalCache * pc, uint32_t k)
+{
+    MT_SafeDec(&(pc->entries[k].lock));
+}
+
+#endif
+
+#endif                          /* USE_MULTITHREAD */
+
+
+static int
+CacheGetSize(unsigned int s)
+{
+    unsigned int size;
+
+    if (s == 0)
+        return 0;
+
+    if (s > 1u << 31)
+        return -1;
+
+    /* A cache size of 1 would allocate zero cache nodes */
+    if (s == 1)
+        s = 2;
+
+    size = s;
+    /* adjust size to smallest power of 2 GE to s */
+    while ((s & (s - 1)) != 0)
+        s &= (s - 1);
+
+    size = (s < size) ? 2 * s : s;
+
+    /* CacheResize() returns the cache size as an int. */
+    if (size > (unsigned int) INT_MAX)
+        return -1;
+
+    return (int) size;
+}
+
+int
+CacheCreate(evalCache * pc, unsigned int s)
+{
+    int size = CacheGetSize(s);
+
+    if (size < 0)
+        return -1;
+
+#if CACHE_STATS
+    pc->cLookup = 0;
+    pc->cHit = 0;
+    pc->nAdds = 0;
+#endif
+
+    pc->size = (unsigned int) size;
+    if (pc->size == 0) {
+        pc->hashMask = 0;
+        pc->entries = NULL;
+        return 0;
+    }
+
+    pc->hashMask = (pc->size >> 1) - 1;
+
+    /* Avoid "comparison is always false due to limited range of data type"
+     * warning on 64bits architectures.
+     * Adapt (or remove the condition) if the involved types are changed.
+     */
+#if (SIZE_MAX / 64 < UINT_MAX)
+    /* Ensure the allocation size fits in size_t */
+    if ((size_t) (pc->size / 2) > SIZE_MAX / sizeof(*pc->entries))
+        return -1;
+#endif
+
+    pc->entries = (cacheNode *) malloc((pc->size / 2) * sizeof(*pc->entries));
+    if (pc->entries == NULL)
+        return -1;
+
+    CacheFlush(pc);
+    return 0;
+}
+
+/* MurmurHash3  https://code.google.com/p/smhasher/wiki/MurmurHash */
+
+extern uint32_t
+GetHashKey(uint32_t hashMask, const cacheNodeDetail * restrict e)
+{
+    uint32_t hash = (uint32_t) e->nEvalContext;
+    int i;
+
+    hash *= 0xcc9e2d51;
+    hash = (hash << 15) | (hash >> (32 - 15));
+    hash *= 0x1b873593;
+
+    hash = (hash << 13) | (hash >> (32 - 13));
+    hash = hash * 5 + 0xe6546b64;
+
+    for (i = 0; i < 7; i++) {
+        uint32_t k = e->key.data[i];
+
+        k *= 0xcc9e2d51;
+        k = (k << 15) | (k >> (32 - 15));
+        k *= 0x1b873593;
+
+        hash ^= k;
+        hash = (hash << 13) | (hash >> (32 - 13));
+        hash = hash * 5 + 0xe6546b64;
+    }
+
+    /* Real MurmurHash3 has a "hash ^= len" here,
+     * but for us len is constant. Skip it */
+
+    hash ^= hash >> 16;
+    hash *= 0x85ebca6b;
+    hash ^= hash >> 13;
+    hash *= 0xc2b2ae35;
+    hash ^= hash >> 16;
+
+    return (hash & hashMask);
+}
+
+
+uint32_t
+CacheLookupWithLocking(evalCache * restrict pc, const cacheNodeDetail * restrict e, float * restrict arOut, float * restrict arCubeful)
+{
+    uint32_t const l = GetHashKey(pc->hashMask, e);
+
+#if CACHE_STATS
+#if defined(USE_MULTITHREAD)
+    MT_SafeInc(&pc->cLookup);
+#else
+    ++pc->cLookup;
+#endif
+#endif
+
+#if defined(USE_MULTITHREAD)
+    cache_lock(pc, l);
+#endif
+
+    if (!EqualKeys(pc->entries[l].nd_primary.key, e->key) || pc->entries[l].nd_primary.nEvalContext != e->nEvalContext) {       /* Not in primary slot */
+        if (!EqualKeys(pc->entries[l].nd_secondary.key, e->key) || pc->entries[l].nd_secondary.nEvalContext != e->nEvalContext) {       /* Cache miss */
+#if defined(USE_MULTITHREAD)
+            cache_unlock(pc, l);
+#endif
+            return l;
+        } else {                /* Found in second slot, promote "hot" entry */
+            cacheNodeDetail tmp = pc->entries[l].nd_primary;
+
+            pc->entries[l].nd_primary = pc->entries[l].nd_secondary;
+            pc->entries[l].nd_secondary = tmp;
+        }
+    }
+    /* Cache hit */
+    memcpy(arOut, pc->entries[l].nd_primary.ar, sizeof(float) * 5 /*NUM_OUTPUTS */ );
+    if (arCubeful)
+        *arCubeful = pc->entries[l].nd_primary.ar[5];   /* Cubeful equity stored in slot 5 */
+
+#if defined(USE_MULTITHREAD)
+    cache_unlock(pc, l);
+#endif
+
+#if CACHE_STATS
+#if defined(USE_MULTITHREAD)
+    MT_SafeInc(&pc->cHit);
+#else
+    ++pc->cHit;
+#endif
+#endif
+
+    return CACHEHIT;
+}
+
+uint32_t
+CacheLookupNoLocking(evalCache * restrict pc, const cacheNodeDetail * restrict e, float *restrict arOut, float * restrict arCubeful)
+{
+    uint32_t const l = GetHashKey(pc->hashMask, e);
+
+#if CACHE_STATS
+    ++pc->cLookup;
+#endif
+    if (!EqualKeys(pc->entries[l].nd_primary.key, e->key) || pc->entries[l].nd_primary.nEvalContext != e->nEvalContext) {       /* Not in primary slot */
+        if (!EqualKeys(pc->entries[l].nd_secondary.key, e->key) || pc->entries[l].nd_secondary.nEvalContext != e->nEvalContext) {       /* Cache miss */
+            return l;
+        } else {                /* Found in second slot, promote "hot" entry */
+            cacheNodeDetail tmp = pc->entries[l].nd_primary;
+
+            pc->entries[l].nd_primary = pc->entries[l].nd_secondary;
+            pc->entries[l].nd_secondary = tmp;
+        }
+    }
+
+    /* Cache hit */
+    memcpy(arOut, pc->entries[l].nd_primary.ar, sizeof(float) * 5 /*NUM_OUTPUTS */ );
+    if (arCubeful)
+        *arCubeful = pc->entries[l].nd_primary.ar[5];   /* Cubeful equity stored in slot 5 */
+
+#if CACHE_STATS
+    ++pc->cHit;
+#endif
+
+    return CACHEHIT;
+}
+
+void
+CacheAddWithLocking(evalCache * restrict pc, const cacheNodeDetail * restrict e, uint32_t l)
+{
+#if defined(USE_MULTITHREAD)
+    cache_lock(pc, l);
+#endif
+
+    pc->entries[l].nd_secondary = pc->entries[l].nd_primary;
+    pc->entries[l].nd_primary = *e;
+
+#if defined(USE_MULTITHREAD)
+    cache_unlock(pc, l);
+#endif
+
+#if CACHE_STATS
+#if defined(USE_MULTITHREAD)
+    MT_SafeInc(&pc->nAdds);
+#else
+    ++pc->nAdds;
+#endif
+#endif
+}
+
+/* CacheAddNoLocking() is inlined and in cache.h */
+
+void
+CacheDestroy(const evalCache * pc)
+{
+    free(pc->entries);
+}
+
+void
+CacheFlush(const evalCache * pc)
+{
+    unsigned int k;
+    for (k = 0; k < pc->size / 2; ++k) {
+        pc->entries[k].nd_primary.key.data[0] = (unsigned int) -1;
+        pc->entries[k].nd_secondary.key.data[0] = (unsigned int) -1;
+#if defined(USE_MULTITHREAD)
+        pc->entries[k].lock = 0;
+#endif
+    }
+}
+
+int
+CacheResize(evalCache * pc, unsigned int cNew)
+{
+    evalCache newCache = { 0 };
+    int size = CacheGetSize(cNew);
+
+    if (size < 0)
+        return -1;
+
+    if ((unsigned int) size == pc->size)
+        return size;
+
+    if (CacheCreate(&newCache, cNew) != 0)
+        return -1;
+
+    CacheDestroy(pc);
+    *pc = newCache;
+
+    return (int) pc->size;
+}
+
+#if CACHE_STATS
+void
+CacheStats(const evalCache * pc, unsigned int *pcLookup, unsigned int *pcHit, unsigned int *pcUsed)
+{
+    if (pcLookup)
+        *pcLookup = pc->cLookup;
+
+    if (pcHit)
+        *pcHit = pc->cHit;
+
+    if (pcUsed)
+        *pcUsed = pc->nAdds;
+}
+#endif
diff --git a/engine/gnubg/lib/cache.h b/engine/gnubg/lib/cache.h
new file mode 100644
index 0000000..78c8f55
--- /dev/null
+++ b/engine/gnubg/lib/cache.h
@@ -0,0 +1,100 @@
+/*
+ * Copyright (C) 1997-2000 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2002-2018 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#ifndef CACHE_H
+#define CACHE_H
+
+#include "config.h"
+
+#ifdef HAVE_STDINT_H
+#include <stdint.h>
+#else
+typedef unsigned int uint32_t;
+#endif
+
+#include "gnubg-types.h"
+
+/* Set to calculate simple cache stats */
+#define CACHE_STATS 0
+
+typedef struct {
+    positionkey key;	/* size = 28 */
+    int nEvalContext;
+    float ar[6];
+} cacheNodeDetail;
+
+typedef struct {
+    cacheNodeDetail nd_primary;
+    cacheNodeDetail nd_secondary;
+#if defined(USE_MULTITHREAD)
+    int lock;
+#endif
+} cacheNode;
+
+/* name used in eval.c */
+typedef cacheNodeDetail evalcache;
+
+typedef struct {
+    cacheNode *entries;
+
+    unsigned int size;
+    uint32_t hashMask;
+
+#if CACHE_STATS
+    unsigned int nAdds;
+    unsigned int cLookup;
+    unsigned int cHit;
+#endif
+} evalCache;
+
+/* Cache size will be adjusted to a power of 2 */
+int CacheCreate(evalCache * pc, unsigned int size);
+int CacheResize(evalCache * pc, unsigned int cNew);
+
+#define CACHEHIT ((uint32_t)-1)
+
+/* returns a value which is passed to CacheAdd (if a miss) */
+uint32_t CacheLookupWithLocking(evalCache * pc, const cacheNodeDetail * e, float *arOut, float *arCubeful);
+uint32_t CacheLookupNoLocking(evalCache * pc, const cacheNodeDetail * e, float *arOut, float *arCubeful);
+
+void CacheAddWithLocking(evalCache * pc, const cacheNodeDetail * e, uint32_t l);
+
+static inline void
+CacheAddNoLocking(evalCache * pc, const cacheNodeDetail * e, const uint32_t l)
+{
+    pc->entries[l].nd_secondary = pc->entries[l].nd_primary;
+    pc->entries[l].nd_primary = *e;
+#if CACHE_STATS
+    ++pc->nAdds;
+#endif
+}
+
+void CacheFlush(const evalCache * pc);
+void CacheDestroy(const evalCache * pc);
+
+#if CACHE_STATS
+void CacheStats(const evalCache * pc, unsigned int *pcLookup, unsigned int *pcHit, unsigned int *pcUsed);
+#endif
+
+#if defined(HAVE_FUNC_ATTRIBUTE_PURE)
+uint32_t GetHashKey(uint32_t hashMask, const cacheNodeDetail * e) __attribute((pure));
+#else
+uint32_t GetHashKey(uint32_t hashMask, const cacheNodeDetail * e);
+#endif
+
+#endif
diff --git a/engine/gnubg/lib/gnubg-types.h b/engine/gnubg/lib/gnubg-types.h
new file mode 100644
index 0000000..5fae67e
--- /dev/null
+++ b/engine/gnubg/lib/gnubg-types.h
@@ -0,0 +1,71 @@
+/*
+ * Copyright (C) 2007-2009 Christian Anthon <anthon@kiku.dk>
+ * Copyright (C) 2007-2011 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: gnubg-types.h,v 1.9 2013/06/16 02:16:23 mdpetch Exp $
+ */
+
+#ifndef GNUBG_TYPES_H
+#define GNUBG_TYPES_H
+
+typedef unsigned int TanBoard[2][25];
+typedef const unsigned int (*ConstTanBoard)[25];
+
+typedef enum {
+    VARIATION_STANDARD,         /* standard backgammon */
+    VARIATION_NACKGAMMON,       /* standard backgammon with nackgammon starting
+                                 * position */
+    VARIATION_HYPERGAMMON_1,    /* 1-chequer hypergammon */
+    VARIATION_HYPERGAMMON_2,    /* 2-chequer hypergammon */
+    VARIATION_HYPERGAMMON_3,    /* 3-chequer hypergammon */
+    NUM_VARIATIONS
+} bgvariation;
+
+typedef enum {
+    GAME_NONE, GAME_PLAYING, GAME_OVER, GAME_RESIGNED, GAME_DROP
+} gamestate;
+
+typedef struct {
+    TanBoard anBoard;
+    unsigned int anDice[2];     /* (0,0) for unrolled dice */
+    int fTurn;                  /* who makes the next decision */
+    int fResigned;
+    int fResignationDeclined;
+    int fDoubled;
+    int cGames;
+    int fMove;                  /* player on roll */
+    int fCubeOwner;
+    int fCrawford;
+    int fPostCrawford;
+    int nMatchTo;
+    int anScore[2];
+    int nCube;
+    unsigned int cBeavers;
+    bgvariation bgv;
+    int fCubeUse;
+    int fJacoby;
+    gamestate gs;
+} matchstate;
+
+typedef union {
+    unsigned int data[7];
+} positionkey;
+
+typedef union {
+    unsigned char auch[10];
+} oldpositionkey;
+
+#endif
diff --git a/engine/gnubg/lib/inputs.c b/engine/gnubg/lib/inputs.c
new file mode 100644
index 0000000..d780674
--- /dev/null
+++ b/engine/gnubg/lib/inputs.c
@@ -0,0 +1,238 @@
+/*
+ * Copyright (C) 2006 Oystein Johansen <oystein@gnubg.org>
+ * Copyright (C) 2011-2018 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: inputs.c,v 1.12 2018/05/12 20:59:35 plm Exp $
+ */
+
+#include "config.h"
+#include "gnubg-types.h"
+#include "simd.h"
+#include "eval.h"
+
+#if defined(USE_SIMD_INSTRUCTIONS)
+#if defined(USE_NEON)
+#include <arm_neon.h>
+#elif defined(USE_AVX)
+#include <immintrin.h>
+#elif defined(USE_SSE2)
+#include <emmintrin.h>
+#else
+#include <xmmintrin.h>
+#endif
+#else
+typedef float float_vector[4];
+#endif /* USE_SIMD_INSTRUCTIONS */
+
+typedef SSE_ALIGN(float float_vec_aligned[sizeof(float_vector)/sizeof(float)]);
+
+SSE_ALIGN (static float_vec_aligned inpvec[16]) = {
+    /*  0 */  { 0.0, 0.0, 0.0, 0.0},
+    /*  1 */  { 1.0, 0.0, 0.0, 0.0},
+    /*  2 */  { 0.0, 1.0, 0.0, 0.0},
+    /*  3 */  { 0.0, 0.0, 1.0, 0.0},
+    /*  4 */  { 0.0, 0.0, 1.0, 0.5},
+    /*  5 */  { 0.0, 0.0, 1.0, 1.0},
+    /*  6 */  { 0.0, 0.0, 1.0, 1.5},
+    /*  7 */  { 0.0, 0.0, 1.0, 2.0},
+    /*  8 */  { 0.0, 0.0, 1.0, 2.5},
+    /*  9 */  { 0.0, 0.0, 1.0, 3.0},
+    /* 10 */  { 0.0, 0.0, 1.0, 3.5},
+    /* 11 */  { 0.0, 0.0, 1.0, 4.0},
+    /* 12 */  { 0.0, 0.0, 1.0, 4.5},
+    /* 13 */  { 0.0, 0.0, 1.0, 5.0},
+    /* 14 */  { 0.0, 0.0, 1.0, 5.5},
+    /* 15 */  { 0.0, 0.0, 1.0, 6.0}};
+
+SSE_ALIGN(static float_vec_aligned inpvecb[16]) = {
+    /*  0 */  { 0.0, 0.0, 0.0, 0.0},
+    /*  1 */  { 1.0, 0.0, 0.0, 0.0},
+    /*  2 */  { 1.0, 1.0, 0.0, 0.0},
+    /*  3 */  { 1.0, 1.0, 1.0, 0.0},
+    /*  4 */  { 1.0, 1.0, 1.0, 0.5},
+    /*  5 */  { 1.0, 1.0, 1.0, 1.0},
+    /*  6 */  { 1.0, 1.0, 1.0, 1.5},
+    /*  7 */  { 1.0, 1.0, 1.0, 2.0},
+    /*  8 */  { 1.0, 1.0, 1.0, 2.5},
+    /*  9 */  { 1.0, 1.0, 1.0, 3.0},
+    /* 10 */  { 1.0, 1.0, 1.0, 3.5},
+    /* 11 */  { 1.0, 1.0, 1.0, 4.0},
+    /* 12 */  { 1.0, 1.0, 1.0, 4.5},
+    /* 13 */  { 1.0, 1.0, 1.0, 5.0},
+    /* 14 */  { 1.0, 1.0, 1.0, 5.5},
+    /* 15 */  { 1.0, 1.0, 1.0, 6.0}};
+
+#if defined(USE_SIMD_INSTRUCTIONS)
+extern SIMD_AVX_STACKALIGN void
+baseInputs(const TanBoard anBoard, float arInput[])
+{
+    int i = 3;
+
+    const unsigned int *pB = &anBoard[0][0];
+    float *pInput = &arInput[0];
+
+#if defined(HAVE_SSE)
+    __m128 vec0;
+    __m128 vec1;
+    __m128 vec2;
+    __m128 vec3;
+    __m128 vec4;
+    __m128 vec5;
+    __m128 vec6;
+    __m128 vec7;
+#elif defined(HAVE_NEON)
+    float32x4_t vec0;
+    float32x4_t vec1;
+    float32x4_t vec2;
+    float32x4_t vec3;
+    float32x4_t vec4;
+    float32x4_t vec5;
+    float32x4_t vec6;
+    float32x4_t vec7;
+#endif
+
+    while (i--) {
+#if defined(HAVE_SSE)
+        vec0 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput, vec0);
+        vec1 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec1);
+        vec2 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec2);
+        vec3 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec3);
+        vec4 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec4);
+        vec5 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec5);
+        vec6 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec6);
+        vec7 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec7);
+#else
+        vec0 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput, vec0);
+        vec1 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec1);
+        vec2 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec2);
+        vec3 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec3);
+        vec4 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec4);
+        vec5 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec5);
+        vec6 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec6);
+        vec7 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec7);
+#endif
+        pInput += 4;
+    }
+
+    /* bar */
+#if defined(HAVE_SSE)
+    vec0 = _mm_load_ps(inpvecb[*pB++]);
+    _mm_store_ps(pInput, vec0);
+#else
+    vec0 = vld1q_f32(inpvecb[*pB++]);
+    vst1q_f32(pInput, vec0);
+#endif
+    pInput += 4;
+
+    i = 3;
+    while (i--) {
+#if defined(HAVE_SSE)
+        vec0 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput, vec0);
+        vec1 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec1);
+        vec2 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec2);
+        vec3 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec3);
+        vec4 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec4);
+        vec5 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec5);
+        vec6 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec6);
+        vec7 = _mm_load_ps(inpvec[*pB++]);
+        _mm_store_ps(pInput += 4, vec7);
+#else
+        vec0 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput, vec0);
+        vec1 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec1);
+        vec2 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec2);
+        vec3 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec3);
+        vec4 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec4);
+        vec5 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec5);
+        vec6 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec6);
+        vec7 = vld1q_f32(inpvec[*pB++]);
+        vst1q_f32(pInput += 4, vec7);
+#endif
+        pInput += 4;
+    }
+
+    /* bar */
+#if defined(HAVE_SSE)
+    vec0 = _mm_load_ps(inpvecb[*pB]);
+    _mm_store_ps(pInput, vec0);
+#else
+    vec0 = vld1q_f32(inpvecb[*pB++]);
+    vst1q_f32(pInput, vec0);
+#endif
+
+    return;
+}
+#else
+extern void
+baseInputs(const TanBoard anBoard, float arInput[])
+{
+    int j, i;
+
+    for (j = 0; j < 2; ++j) {
+        float *afInput = arInput + j * 25 * 4;
+        const unsigned int *board = anBoard[j];
+
+        /* Points */
+        for (i = 0; i < 24; i++) {
+            const unsigned int nc = board[i];
+
+            afInput[i * 4 + 0] = inpvec[nc][0];
+            afInput[i * 4 + 1] = inpvec[nc][1];
+            afInput[i * 4 + 2] = inpvec[nc][2];
+            afInput[i * 4 + 3] = inpvec[nc][3];
+        }
+
+        /* Bar */
+        {
+            const unsigned int nc = board[24];
+
+            afInput[24 * 4 + 0] = inpvecb[nc][0];
+            afInput[24 * 4 + 1] = inpvecb[nc][1];
+            afInput[24 * 4 + 2] = inpvecb[nc][2];
+            afInput[24 * 4 + 3] = inpvecb[nc][3];
+        }
+    }
+}
+#endif
diff --git a/engine/gnubg/lib/isaac.c b/engine/gnubg/lib/isaac.c
new file mode 100644
index 0000000..ba2a78c
--- /dev/null
+++ b/engine/gnubg/lib/isaac.c
@@ -0,0 +1,145 @@
+/*
+ * -----------------------------------------------------------------------------
+ * rand.c: By Bob Jenkins.  My random number generator, ISAAC.  Public Domain.
+ * MODIFIED:
+ * 960327: Creation (addition of randinit, really)
+ * 970719: use context, not global variables, for internal state
+ * 980324: added main (ifdef'ed out), also rearranged randinit()
+ * 010626: Note that this is public domain
+ * -----------------------------------------------------------------------------
+ */
+
+/*
+ * Minor modifications for use with GNU Backgammon.
+ * Copyright (C) 1999-2007 the AUTHORS
+ *
+ * $Id: isaac.c,v 1.8 2013/06/16 02:16:24 mdpetch Exp $
+ */
+
+/*lint --e{661,662}      Ignore warnings of out of bounds array access (as ok) */
+
+/* No configuration used in this file
+ * #include "config.h" */
+#include "isaac.h"
+
+#define ind(mm,x)  ((mm)[((x)>>2)&(RANDSIZ-1)])
+#define rngstep(mix,a,b,mm,m,m2,r,x) \
+{ \
+  x = *m;  \
+  a = ((a^(mix)) + *(m2++)) & 0xffffffff; \
+  *(m++) = y = (ind(mm,x) + a + b) & 0xffffffff; \
+  *(r++) = b = (ind(mm,y>>RANDSIZL) + x) & 0xffffffff; \
+}
+
+void
+isaac(randctx * ctx)
+{
+    register ub4 a, b, x, y, *m, *mm, *m2, *r, *mend;
+    mm = ctx->randmem;
+    r = ctx->randrsl;
+    a = ctx->randa;
+    b = (ctx->randb + (++ctx->randc)) & 0xffffffff;
+    for (m = mm, mend = m2 = m + (RANDSIZ / 2); m < mend;) {
+        rngstep(a << 13, a, b, mm, m, m2, r, x);
+        rngstep(a >> 6, a, b, mm, m, m2, r, x);
+        rngstep(a << 2, a, b, mm, m, m2, r, x);
+        rngstep(a >> 16, a, b, mm, m, m2, r, x);
+    }
+    for (m2 = mm; m2 < mend;) {
+        rngstep(a << 13, a, b, mm, m, m2, r, x);
+        rngstep(a >> 6, a, b, mm, m, m2, r, x);
+        rngstep(a << 2, a, b, mm, m, m2, r, x);
+        rngstep(a >> 16, a, b, mm, m, m2, r, x);
+    }
+    ctx->randb = b;
+    ctx->randa = a;
+}
+
+
+#define mix(a,b,c,d,e,f,g,h) \
+{ \
+   a^=b<<11; d+=a; b+=c; \
+   b^=c>>2;  e+=b; c+=d; \
+   c^=d<<8;  f+=c; d+=e; \
+   d^=e>>16; g+=d; e+=f; \
+   e^=f<<10; h+=e; f+=g; \
+   f^=g>>4;  a+=f; g+=h; \
+   g^=h<<8;  b+=g; h+=a; \
+   h^=a>>9;  c+=h; a+=b; \
+}
+
+/* if (flag==TRUE), then use the contents of randrsl[] to initialize mm[]. */
+void
+irandinit(randctx * ctx, word flag)
+{
+    word i;
+    ub4 a, b, c, d, e, f, g, h;
+    ub4 *m, *r;
+    ctx->randa = ctx->randb = ctx->randc = 0;
+    m = ctx->randmem;
+    r = ctx->randrsl;
+    a = b = c = d = e = f = g = h = 0x9e3779b9; /* the golden ratio */
+
+    for (i = 0; i < 4; ++i) {   /* scramble it */
+        mix(a, b, c, d, e, f, g, h);
+    }
+
+    if (flag) {
+        /* initialize using the contents of r[] as the seed */
+        for (i = 0; i < RANDSIZ; i += 8) {
+            a += r[i];
+            b += r[i + 1];
+            c += r[i + 2];
+            d += r[i + 3];
+            e += r[i + 4];
+            f += r[i + 5];
+            g += r[i + 6];
+            h += r[i + 7];
+            mix(a, b, c, d, e, f, g, h);
+            m[i] = a;
+            m[i + 1] = b;
+            m[i + 2] = c;
+            m[i + 3] = d;
+            m[i + 4] = e;
+            m[i + 5] = f;
+            m[i + 6] = g;
+            m[i + 7] = h;
+        }
+        /* do a second pass to make all of the seed affect all of m */
+        for (i = 0; i < RANDSIZ; i += 8) {
+            a += m[i];
+            b += m[i + 1];
+            c += m[i + 2];
+            d += m[i + 3];
+            e += m[i + 4];
+            f += m[i + 5];
+            g += m[i + 6];
+            h += m[i + 7];
+            mix(a, b, c, d, e, f, g, h);
+            m[i] = a;
+            m[i + 1] = b;
+            m[i + 2] = c;
+            m[i + 3] = d;
+            m[i + 4] = e;
+            m[i + 5] = f;
+            m[i + 6] = g;
+            m[i + 7] = h;
+        }
+    } else {
+        for (i = 0; i < RANDSIZ; i += 8) {
+            /* fill in mm[] with messy stuff */
+            mix(a, b, c, d, e, f, g, h);
+            m[i] = a;
+            m[i + 1] = b;
+            m[i + 2] = c;
+            m[i + 3] = d;
+            m[i + 4] = e;
+            m[i + 5] = f;
+            m[i + 6] = g;
+            m[i + 7] = h;
+        }
+    }
+
+    isaac(ctx);                 /* fill in the first set of results */
+    ctx->randcnt = RANDSIZ;     /* prepare to use the first set of results */
+}
diff --git a/engine/gnubg/lib/isaac.h b/engine/gnubg/lib/isaac.h
new file mode 100644
index 0000000..a2c2d42
--- /dev/null
+++ b/engine/gnubg/lib/isaac.h
@@ -0,0 +1,60 @@
+/*
+ * -----------------------------------------------------------------------------
+ * rand.h: definitions for a random number generator
+ * By Bob Jenkins, 1996, Public Domain
+ * MODIFIED:
+ * 960327: Creation (addition of randinit, really)
+ * 970719: use context, not global variables, for internal state
+ * 980324: renamed seed to flag
+ * 980605: recommend RANDSIZL=4 for noncryptography.
+ * 010626: note this is public domain
+ * -----------------------------------------------------------------------------
+ */
+
+/*
+ * Minor modifications for use with GNU Backgammon.
+ * Copyright (C) 1999-2006 the AUTHORS
+ *
+ * $Id: isaac.h,v 1.5 2013/06/16 02:16:24 mdpetch Exp $
+ */
+
+#include "isaacs.h"
+
+#ifndef ISAAC_H
+#define ISAAC_H
+
+#define RANDSIZL   (4)          /* I recommend 8 for crypto, 4 for simulations */
+#define RANDSIZ    (1<<RANDSIZL)
+
+/* context of random number generator */
+struct randctx {
+    ub4 randcnt;
+    ub4 randrsl[RANDSIZ];
+    ub4 randmem[RANDSIZ];
+    ub4 randa;
+    ub4 randb;
+    ub4 randc;
+};
+typedef struct randctx randctx;
+
+/*
+ * ------------------------------------------------------------------------------
+ * If (flag==TRUE), then use the contents of randrsl[0..RANDSIZ-1] as the seed.
+ * ------------------------------------------------------------------------------
+ */
+void irandinit(randctx * r, word flag);
+
+void isaac(randctx * r);
+
+
+/*
+ * ------------------------------------------------------------------------------
+ * Call irand(/o_ randctx *r _o/) to retrieve a single 32-bit random value
+ * ------------------------------------------------------------------------------
+ */
+#define irand(r) \
+   (!(r)->randcnt-- ? \
+     (isaac(r), (r)->randcnt=RANDSIZ-1, (r)->randrsl[(r)->randcnt]) : \
+     (r)->randrsl[(r)->randcnt])
+
+#endif
diff --git a/engine/gnubg/lib/isaacs.h b/engine/gnubg/lib/isaacs.h
new file mode 100644
index 0000000..bc16f92
--- /dev/null
+++ b/engine/gnubg/lib/isaacs.h
@@ -0,0 +1,47 @@
+/*
+ * -----------------------------------------------------------------------------
+ * standard.hi: Standard definitions and types, Bob Jenkins
+ * -----------------------------------------------------------------------------
+ */
+
+/*
+ * Minor modifications for use with GNU Backgammon.
+ * Copyright (C) 1999-2013 the AUTHORS
+ *
+ * $Id: isaacs.h,v 1.5 2013/09/09 21:06:21 plm Exp $
+ */
+
+#ifndef ISAACS_H
+#define ISAACS_H
+
+#if 0
+
+/* Pre-64bits relics. Most of them are not used anyway */
+
+typedef unsigned long int ub4;  /* unsigned 4-byte quantities */
+#define UB4MAXVAL 0xffffffff
+typedef signed long int sb4;
+#define SB4MAXVAL 0x7fffffff
+typedef unsigned short int ub2;
+#define UB2MAXVAL 0xffff
+typedef signed short int sb2;
+#define SB2MAXVAL 0x7fff
+typedef unsigned char ub1;
+#define UB1MAXVAL 0xff
+typedef signed char sb1;        /* signed 1-byte quantities */
+#define SB1MAXVAL 0x7f
+
+#endif
+
+#ifdef HAVE_STDINT_H
+#include <stdint.h>
+#else
+typedef unsigned int uint32_t;
+#endif
+
+typedef uint32_t ub4;           /* unsigned 4-byte quantities */
+#define UB4MAXVAL 0xffffffff
+
+typedef int word;               /* fastest type available */
+
+#endif
diff --git a/engine/gnubg/lib/list.c b/engine/gnubg/lib/list.c
new file mode 100644
index 0000000..652f7c7
--- /dev/null
+++ b/engine/gnubg/lib/list.c
@@ -0,0 +1,75 @@
+/*
+ * Copyright (C) 1996-2001 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2004-2026 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+/* No configuration used in this file
+ * #include "config.h" */
+#include "list.h"
+#include <stddef.h>
+#include <stdlib.h>
+
+#include <glib.h>
+
+int
+ListCreate(listOLD * pl)
+{
+    pl->plPrev = pl->plNext = pl;
+    pl->p = NULL;
+
+    return 0;
+}
+
+listOLD *
+ListInsert(listOLD * pl, void *p)
+{
+    listOLD *plNew = g_malloc(sizeof(listOLD));
+
+    plNew->p = p;
+
+    plNew->plNext = pl;
+    plNew->plPrev = pl->plPrev;
+
+    pl->plPrev = plNew;
+    plNew->plPrev->plNext = plNew;
+
+    return plNew;
+}
+
+void
+ListDelete(listOLD * pl)
+{
+    pl->plPrev->plNext = pl->plNext;
+    pl->plNext->plPrev = pl->plPrev;
+
+    g_free(pl);
+}
+
+void
+ListDeleteAll(const listOLD * pl)
+{
+    listOLD *pc = pl->plNext;
+
+    while (pc != pl) {
+        listOLD *pn = pc->plNext;
+
+        g_free(pc->p);
+        ListDelete(pc);
+        pc = pn;
+    }
+
+    g_assert(ListEmpty(pl));
+}
diff --git a/engine/gnubg/lib/list.h b/engine/gnubg/lib/list.h
new file mode 100644
index 0000000..027cb34
--- /dev/null
+++ b/engine/gnubg/lib/list.h
@@ -0,0 +1,39 @@
+/*
+ * Copyright (C) 1996-1999 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2004-2026 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#ifndef LIST_H
+#define LIST_H
+
+typedef struct list {
+    struct list *plPrev;
+    struct list *plNext;
+    void *p;
+} listOLD;
+/* Renamed to listOLD - use GList instead (hopefullly replace existing usage eventually */
+
+extern int ListCreate(listOLD * pl);
+extern listOLD *ListInsert(listOLD * pl, void *p);
+extern void ListDelete(listOLD * pl);
+extern void ListDeleteAll(const listOLD * pl);
+
+static inline int ListEmpty(const listOLD *pl)
+{
+    return ((pl->plNext == pl) && (pl->plPrev == pl));
+}
+
+#endif
diff --git a/engine/gnubg/lib/md5.c b/engine/gnubg/lib/md5.c
new file mode 100644
index 0000000..3a1c734
--- /dev/null
+++ b/engine/gnubg/lib/md5.c
@@ -0,0 +1,407 @@
+/*
+ * Functions to compute MD5 message digest of files or memory blocks.
+ * according to the definition of MD5 in RFC 1321 from April 1992,
+ * by Ulrich Drepper <drepper@gnu.ai.mit.edu>, 1995.
+ * Copyright (C) 1995, 1996, 1997, 1999, 2000 Free Software Foundation, Inc.
+ *
+ * Minor modifications for use with GNU Backgammon.
+ * Copyright (C) 2000-2019 the AUTHORS
+ *
+ * License changed from the GNU LGPL to the GNU GPL (as permitted under Term 3
+ * of the GNU LGPL) by Gary Wong for distribution with GNU Backgammon.
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: md5.c,v 1.15 2019/12/19 09:23:04 Superfly_Jon Exp $
+ */
+
+#include "config.h"
+#include <stdlib.h>
+#include <string.h>
+#include "md5.h"
+
+/* Be conservative and always perform explicit byte-ordering.  This is
+ * redundant on little-endian architectures, but is portable. */
+#define WRITE( p, n ) \
+    ( ( (unsigned char *) (p) )[ 0 ] = (unsigned char)( (n) & 0xFF ), \
+      ( (unsigned char *) (p) )[ 1 ] = (unsigned char)(( (n) & 0xFF00 ) >> 8), \
+      ( (unsigned char *) (p) )[ 2 ] = (unsigned char)(( (n) & 0xFF0000 ) >> 16), \
+      ( (unsigned char *) (p) )[ 3 ] = (unsigned char)(( (n) & 0xFF000000 ) >> 24) )
+
+#define READ( p ) \
+    ( ( (const unsigned char *) (p) )[ 0 ] | \
+      ( (unsigned int)((const unsigned char *) (p) )[ 1 ]) << 8 | \
+      ( (unsigned int)((const unsigned char *) (p) )[ 2 ]) << 16 | \
+      ( (unsigned int)((const unsigned char *) (p) )[ 3 ]) << 24 )
+
+/* This array contains the bytes used to pad the buffer to the next
+ * 64-byte boundary.  (RFC 1321, 3.1: Step 1)  */
+/* But this isn't used ???? */
+/*lint -e{785}  Ignore not enough initilizer warning */
+static const unsigned char fillbuf[64] = { 0x80, 0 /* , 0, 0, ...  */  };
+
+
+/* Initialize structure containing state of computation.
+ * (RFC 1321, 3.3: Step 3)  */
+void
+md5_init_ctx(struct md5_ctx *ctx)
+{
+    ctx->A = 0x67452301;
+    ctx->B = 0xefcdab89;
+    ctx->C = 0x98badcfe;
+    ctx->D = 0x10325476;
+
+    ctx->total[0] = ctx->total[1] = 0;
+    ctx->buflen = 0;
+}
+
+/* Put result from CTX in first 16 bytes following RESBUF.  The result
+ * must be in little endian byte order.
+ * 
+ * IMPORTANT: On some systems it is required that RESBUF is correctly
+ * aligned for a 32 bits value.  */
+void *
+md5_read_ctx(const struct md5_ctx *ctx, void *resbuf)
+{
+    char *r = (char *) resbuf;
+    WRITE(r, ctx->A);
+    WRITE(r + 4, ctx->B);
+    WRITE(r + 8, ctx->C);
+    WRITE(r + 12, ctx->D);
+
+    return resbuf;
+}
+
+/* Process the remaining bytes in the internal buffer and the usual
+ * prolog according to the standard and write the result to RESBUF.
+ * 
+ * IMPORTANT: On some systems it is required that RESBUF is correctly
+ * aligned for a 32 bits value.  */
+void *
+md5_finish_ctx(struct md5_ctx *ctx, void *resbuf)
+{
+    /* Take yet unprocessed bytes into account.  */
+    md5_uint32 bytes = ctx->buflen;
+    size_t pad;
+
+    /* Now count remaining bytes.  */
+    ctx->total[0] += bytes;
+    if (ctx->total[0] < bytes)
+        ++ctx->total[1];
+
+    pad = bytes >= 56 ? 64 + 56 - bytes : 56 - bytes;
+    memcpy(&ctx->buffer[bytes], fillbuf, pad);
+
+    /* Put the 64-bit file length in *bits* at the end of the buffer.  */
+    WRITE(ctx->buffer + bytes + pad, ctx->total[0] << 3);
+    WRITE(ctx->buffer + bytes + pad + 4, ((ctx->total[1] << 3) | (ctx->total[0] >> 29)));
+
+    /* Process last bytes.  */
+    md5_process_block(ctx->buffer, bytes + pad + 8, ctx);
+
+    return md5_read_ctx(ctx, resbuf);
+}
+
+#if 0
+/* Compute MD5 message digest for bytes read from STREAM.  The
+ * resulting message digest number will be written into the 16 bytes
+ * beginning at RESBLOCK.  */
+int
+md5_stream(FILE * stream, void *resblock)
+{
+    /* Important: BLOCKSIZE must be a multiple of 64.  */
+#define BLOCKSIZE 4096
+    struct md5_ctx ctx;
+    char buffer[BLOCKSIZE + 72];
+    size_t sum;
+
+    /* Initialize the computation context.  */
+    md5_init_ctx(&ctx);
+
+    /* Iterate over full file contents.  */
+    for (;;) {
+        /* We read the file in blocks of BLOCKSIZE bytes.  One call of the
+         * computation function processes the whole buffer so that with the
+         * next round of the loop another block can be read.  */
+        size_t n;
+        sum = 0;
+
+        /* Read block.  Take care for partial reads.  */
+        do {
+            n = fread(buffer + sum, 1, BLOCKSIZE - sum, stream);
+
+            sum += n;
+        }
+        while (sum < BLOCKSIZE && n != 0);
+        if (n == 0 && ferror(stream))
+            return 1;
+
+        /* If end of file is reached, end the loop.  */
+        if (n == 0)
+            break;
+
+        /* Process buffer with BLOCKSIZE bytes.  Note that
+         * BLOCKSIZE % 64 == 0
+         */
+        md5_process_block(buffer, BLOCKSIZE, &ctx);
+    }
+
+    /* Add the last bytes if necessary.  */
+    if (sum > 0)
+        md5_process_bytes(buffer, sum, &ctx);
+
+    /* Construct result in desired memory.  */
+    md5_finish_ctx(&ctx, resblock);
+    return 0;
+}
+#endif
+
+/* Compute MD5 message digest for LEN bytes beginning at BUFFER.  The
+ * result is always in little endian byte order, so that a byte-wise
+ * output yields to the wanted ASCII representation of the message
+ * digest.  */
+void *
+md5_buffer(const char *buffer, size_t len, void *resblock)
+{
+    struct md5_ctx ctx;
+
+    /* Initialize the computation context.  */
+    md5_init_ctx(&ctx);
+
+    /* Process whole buffer but last len % 64 bytes.  */
+    md5_process_bytes(buffer, len, &ctx);
+
+    /* Put result in desired memory area.  */
+    return md5_finish_ctx(&ctx, resblock);
+}
+
+
+void
+md5_process_bytes(const void *buffer, size_t len, struct md5_ctx *ctx)
+{
+    /* const void aligned_buffer = buffer; */
+
+    /* When we already have some bits in our internal buffer concatenate
+     * both inputs first.  */
+    if (ctx->buflen != 0) {
+        size_t left_over = ctx->buflen;
+        size_t add = 128 - left_over > len ? len : 128 - left_over;
+
+        /* Only put full words in the buffer.  */
+        add -= add % sizeof(md5_uint32);
+
+        memcpy(&ctx->buffer[left_over], buffer, add);
+        ctx->buflen += (md5_uint32) add;
+
+        if (ctx->buflen > 64) {
+            md5_process_block(ctx->buffer, ctx->buflen & ~63U, ctx);
+
+            ctx->buflen &= 63;
+            /* The regions in the following copy operation cannot overlap.  */
+            memcpy(ctx->buffer, &ctx->buffer[(left_over + add) & ~63U], ctx->buflen);
+        }
+
+        buffer = (const char *) buffer + add;
+        len -= add;
+    }
+
+    /* Process available complete blocks.  */
+    if (len > 64) {
+        md5_process_block(buffer, len & ~63U, ctx);
+        buffer = (const char *) buffer + (len & ~63U);
+        len &= 63;
+    }
+
+    /* Move remaining bytes in internal buffer.  */
+    if (len > 0) {
+        size_t left_over = ctx->buflen;
+
+        memcpy(&ctx->buffer[left_over], buffer, len);
+        left_over += len;
+        if (left_over >= 64) {
+            md5_process_block(ctx->buffer, 64, ctx);
+            left_over -= 64;
+            memcpy(ctx->buffer, &ctx->buffer[64], left_over);
+        }
+        ctx->buflen = (md5_uint32) left_over;
+    }
+}
+
+
+/* These are the four functions used in the four steps of the MD5 algorithm
+ * and defined in the RFC 1321.  The first function is a little bit optimized
+ * (as found in Colin Plumbs public domain implementation).  */
+/* #define FF(b, c, d) ((b & c) | (~b & d)) */
+#define FF(b, c, d) (d ^ (b & (c ^ d)))
+#define FG(b, c, d) FF (d, b, c)
+#define FH(b, c, d) (b ^ c ^ d)
+#define FI(b, c, d) (c ^ (b | ~d))
+
+/* Process LEN bytes of BUFFER, accumulating context into CTX.
+ * It is assumed that LEN % 64 == 0.  */
+
+void
+md5_process_block(const void *buffer, size_t len, struct md5_ctx *ctx)
+{
+    md5_uint32 correct_words[16];
+    const md5_uint32 *words = (const md5_uint32 *) buffer;
+    size_t nwords = len / sizeof(md5_uint32);
+    const md5_uint32 *endp = words + nwords;
+    md5_uint32 A = ctx->A;
+    md5_uint32 B = ctx->B;
+    md5_uint32 C = ctx->C;
+    md5_uint32 D = ctx->D;
+
+    /* First increment the byte count.  RFC 1321 specifies the possible
+     * length of the file up to 2^64 bits.  Here we only compute the
+     * number of bytes.  Do a double word increment.  */
+    ctx->total[0] += (md5_uint32) len;
+    if (ctx->total[0] < len)
+        ++ctx->total[1];
+
+    /* Process all bytes in the buffer with 64 bytes in each round of
+     * the loop.  */
+    while (words < endp) {
+        md5_uint32 *cwp = correct_words;
+        md5_uint32 A_save = A;
+        md5_uint32 B_save = B;
+        md5_uint32 C_save = C;
+        md5_uint32 D_save = D;
+
+        /* First round: using the given function, the context and a constant
+         * the next context is computed.  Because the algorithms processing
+         * unit is a 32-bit word and it is determined to work on words in
+         * little endian byte order we perhaps have to change the byte order
+         * before the computation.  To reduce the work for the next steps
+         * we store the swapped words in the array CORRECT_WORDS.  */
+
+#define OP(a, b, c, d, s, T)						\
+      do								\
+        {								\
+	  a += FF (b, c, d) + (*cwp++ = READ (words)) + T;		\
+	  ++words;							\
+	  CYCLIC (a, s);						\
+	  a += b;							\
+        }								\
+      while (0)
+
+        /* It is unfortunate that C does not provide an operator for
+         * cyclic rotation.  Hope the C compiler is smart enough.  */
+#define CYCLIC(w, s) (w = (w << s) | (w >> (32 - s)))
+
+        /* Before we start, one word to the strange constants.
+         * They are defined in RFC 1321 as
+         * 
+         * T[i] = (int) (4294967296.0 * fabs (sin (i))), i=1..64
+         */
+
+        /* Round 1.  */
+        /*lint --e{123, 717}  Ignore macro warning */
+        OP(A, B, C, D, 7, 0xd76aa478);
+        OP(D, A, B, C, 12, 0xe8c7b756);
+        OP(C, D, A, B, 17, 0x242070db);
+        OP(B, C, D, A, 22, 0xc1bdceee);
+        OP(A, B, C, D, 7, 0xf57c0faf);
+        OP(D, A, B, C, 12, 0x4787c62a);
+        OP(C, D, A, B, 17, 0xa8304613);
+        OP(B, C, D, A, 22, 0xfd469501);
+        OP(A, B, C, D, 7, 0x698098d8);
+        OP(D, A, B, C, 12, 0x8b44f7af);
+        OP(C, D, A, B, 17, 0xffff5bb1);
+        OP(B, C, D, A, 22, 0x895cd7be);
+        OP(A, B, C, D, 7, 0x6b901122);
+        OP(D, A, B, C, 12, 0xfd987193);
+        OP(C, D, A, B, 17, 0xa679438e);
+        OP(B, C, D, A, 22, 0x49b40821);
+
+        /* For the second to fourth round we have the possibly swapped words
+         * in CORRECT_WORDS.  Redefine the macro to take an additional first
+         * argument specifying the function to use.  */
+#undef OP
+#define OP(f, a, b, c, d, k, s, T)					\
+      do 								\
+	{								\
+	  a += f (b, c, d) + correct_words[k] + T;			\
+	  CYCLIC (a, s);						\
+	  a += b;							\
+	}								\
+      while (0)
+
+        /* Round 2.  */
+        OP(FG, A, B, C, D, 1, 5, 0xf61e2562);
+        OP(FG, D, A, B, C, 6, 9, 0xc040b340);
+        OP(FG, C, D, A, B, 11, 14, 0x265e5a51);
+        OP(FG, B, C, D, A, 0, 20, 0xe9b6c7aa);
+        OP(FG, A, B, C, D, 5, 5, 0xd62f105d);
+        OP(FG, D, A, B, C, 10, 9, 0x02441453);
+        OP(FG, C, D, A, B, 15, 14, 0xd8a1e681);
+        OP(FG, B, C, D, A, 4, 20, 0xe7d3fbc8);
+        OP(FG, A, B, C, D, 9, 5, 0x21e1cde6);
+        OP(FG, D, A, B, C, 14, 9, 0xc33707d6);
+        OP(FG, C, D, A, B, 3, 14, 0xf4d50d87);
+        OP(FG, B, C, D, A, 8, 20, 0x455a14ed);
+        OP(FG, A, B, C, D, 13, 5, 0xa9e3e905);
+        OP(FG, D, A, B, C, 2, 9, 0xfcefa3f8);
+        OP(FG, C, D, A, B, 7, 14, 0x676f02d9);
+        OP(FG, B, C, D, A, 12, 20, 0x8d2a4c8a);
+
+        /* Round 3.  */
+        OP(FH, A, B, C, D, 5, 4, 0xfffa3942);
+        OP(FH, D, A, B, C, 8, 11, 0x8771f681);
+        OP(FH, C, D, A, B, 11, 16, 0x6d9d6122);
+        OP(FH, B, C, D, A, 14, 23, 0xfde5380c);
+        OP(FH, A, B, C, D, 1, 4, 0xa4beea44);
+        OP(FH, D, A, B, C, 4, 11, 0x4bdecfa9);
+        OP(FH, C, D, A, B, 7, 16, 0xf6bb4b60);
+        OP(FH, B, C, D, A, 10, 23, 0xbebfbc70);
+        OP(FH, A, B, C, D, 13, 4, 0x289b7ec6);
+        OP(FH, D, A, B, C, 0, 11, 0xeaa127fa);
+        OP(FH, C, D, A, B, 3, 16, 0xd4ef3085);
+        OP(FH, B, C, D, A, 6, 23, 0x04881d05);
+        OP(FH, A, B, C, D, 9, 4, 0xd9d4d039);
+        OP(FH, D, A, B, C, 12, 11, 0xe6db99e5);
+        OP(FH, C, D, A, B, 15, 16, 0x1fa27cf8);
+        OP(FH, B, C, D, A, 2, 23, 0xc4ac5665);
+
+        /* Round 4.  */
+        OP(FI, A, B, C, D, 0, 6, 0xf4292244);
+        OP(FI, D, A, B, C, 7, 10, 0x432aff97);
+        OP(FI, C, D, A, B, 14, 15, 0xab9423a7);
+        OP(FI, B, C, D, A, 5, 21, 0xfc93a039);
+        OP(FI, A, B, C, D, 12, 6, 0x655b59c3);
+        OP(FI, D, A, B, C, 3, 10, 0x8f0ccc92);
+        OP(FI, C, D, A, B, 10, 15, 0xffeff47d);
+        OP(FI, B, C, D, A, 1, 21, 0x85845dd1);
+        OP(FI, A, B, C, D, 8, 6, 0x6fa87e4f);
+        OP(FI, D, A, B, C, 15, 10, 0xfe2ce6e0);
+        OP(FI, C, D, A, B, 6, 15, 0xa3014314);
+        OP(FI, B, C, D, A, 13, 21, 0x4e0811a1);
+        OP(FI, A, B, C, D, 4, 6, 0xf7537e82);
+        OP(FI, D, A, B, C, 11, 10, 0xbd3af235);
+        OP(FI, C, D, A, B, 2, 15, 0x2ad7d2bb);
+        OP(FI, B, C, D, A, 9, 21, 0xeb86d391);
+
+        /* Add the starting values of the context.  */
+        A += A_save;
+        B += B_save;
+        C += C_save;
+        D += D_save;
+    }
+
+    /* Put checksum in context given as argument.  */
+    ctx->A = A;
+    ctx->B = B;
+    ctx->C = C;
+    ctx->D = D;
+}
diff --git a/engine/gnubg/lib/md5.h b/engine/gnubg/lib/md5.h
new file mode 100644
index 0000000..2e8f993
--- /dev/null
+++ b/engine/gnubg/lib/md5.h
@@ -0,0 +1,101 @@
+/*
+ * Declaration of functions and data types used for MD5 sum computing
+ * library functions.
+ * Copyright (C) 1995, 1996, 1997, 1999, 2000 Free Software Foundation, Inc.
+ *
+ * Minor modifications for use with GNU Backgammon.
+ * Copyright (C) 2009-2021 the AUTHORS
+ *
+ * License changed from the GNU LGPL to the GNU GPL (as permitted under Term 3
+ * of the GNU LGPL) by Gary Wong for distribution with GNU Backgammon.
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: md5.h,v 1.8 2014/05/11 15:20:32 plm Exp $
+ */
+
+#ifndef MD5_H
+#define MD5_H 1
+#include <stdint.h>
+#include <stdio.h>
+#include "common.h"
+
+typedef uint32_t md5_uint32;
+
+/* Structure to save state of computation between the single steps.  */
+struct md5_ctx {
+    md5_uint32 A;
+    md5_uint32 B;
+    md5_uint32 C;
+    md5_uint32 D;
+
+    md5_uint32 total[2];
+    md5_uint32 buflen;
+    char buffer[128] __attribute__ ((__aligned__(__alignof__(md5_uint32))));
+};
+
+/*
+ * The following three functions are build up the low level used in
+ * the functions `md5_stream' and `md5_buffer'.
+ */
+
+/* Initialize structure containing state of computation.
+ * (RFC 1321, 3.3: Step 3)  */
+extern void md5_init_ctx(struct md5_ctx *ctx);
+
+/* Starting with the result of former calls of this function (or the
+ * initialization function) update the context for the next LEN bytes
+ * starting at BUFFER.
+ * It is necessary that LEN is a multiple of 64!!! */
+extern void md5_process_block(const void *buffer, size_t len, struct md5_ctx *ctx);
+
+/* Starting with the result of former calls of this function (or the
+ * initialization function) update the context for the next LEN bytes
+ * starting at BUFFER.
+ * It is NOT required that LEN is a multiple of 64.  */
+extern void md5_process_bytes(const void *buffer, size_t len, struct md5_ctx *ctx);
+
+/* Process the remaining bytes in the buffer and put result from CTX
+ * in first 16 bytes following RESBUF.  The result is always in little
+ * endian byte order, so that a byte-wise output yields to the wanted
+ * ASCII representation of the message digest.
+ * 
+ * IMPORTANT: On some systems it is required that RESBUF is correctly
+ * aligned for a 32 bits value.  */
+extern void *md5_finish_ctx(struct md5_ctx *ctx, void *resbuf);
+
+
+/* Put result from CTX in first 16 bytes following RESBUF.  The result is
+ * always in little endian byte order, so that a byte-wise output yields
+ * to the wanted ASCII representation of the message digest.
+ * 
+ * IMPORTANT: On some systems it is required that RESBUF is correctly
+ * aligned for a 32 bits value.  */
+extern void *md5_read_ctx(const struct md5_ctx *ctx, void *resbuf);
+
+
+#if 0
+/* Compute MD5 message digest for bytes read from STREAM.  The
+ * resulting message digest number will be written into the 16 bytes
+ * beginning at RESBLOCK.  */
+extern int md5_stream(FILE * stream, void *resblock);
+#endif
+
+/* Compute MD5 message digest for LEN bytes beginning at BUFFER.  The
+ * result is always in little endian byte order, so that a byte-wise
+ * output yields to the wanted ASCII representation of the message
+ * digest.  */
+extern void *md5_buffer(const char *buffer, size_t len, void *resblock);
+
+#endif                          /* md5.h */
diff --git a/engine/gnubg/lib/neuralnet.c b/engine/gnubg/lib/neuralnet.c
new file mode 100644
index 0000000..34bb4a2
--- /dev/null
+++ b/engine/gnubg/lib/neuralnet.c
@@ -0,0 +1,569 @@
+/*
+ * Copyright (C) 1998-2002 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2000-2019 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "config.h"
+#include "backgammon.h"
+#include "common.h"
+#include <glib.h>
+#include <errno.h>
+#include <stdio.h>
+#include <string.h>
+#include <time.h>
+#include <stdlib.h>
+
+#include "neuralnet.h"
+#include "simd.h"
+#include "sigmoid.h"
+
+static int
+NeuralNetCreate(neuralnet * pnn, unsigned int cInput, unsigned int cHidden,
+                unsigned int cOutput, float rBetaHidden, float rBetaOutput)
+{
+    pnn->cInput = cInput;
+    pnn->cHidden = cHidden;
+    pnn->cOutput = cOutput;
+    pnn->rBetaHidden = rBetaHidden;
+    pnn->rBetaOutput = rBetaOutput;
+    pnn->nTrained = 0;
+
+    if ((pnn->arHiddenWeight = sse_malloc(cHidden * cInput * sizeof(float))) == NULL)
+        return -1;
+
+    if ((pnn->arOutputWeight = sse_malloc(cOutput * cHidden * sizeof(float))) == NULL) {
+        sse_free(pnn->arHiddenWeight);
+        return -1;
+    }
+
+    if ((pnn->arHiddenThreshold = sse_malloc(cHidden * sizeof(float))) == NULL) {
+        sse_free(pnn->arOutputWeight);
+        sse_free(pnn->arHiddenWeight);
+        return -1;
+    }
+
+    if ((pnn->arOutputThreshold = sse_malloc(cOutput * sizeof(float))) == NULL) {
+        sse_free(pnn->arHiddenThreshold);
+        sse_free(pnn->arOutputWeight);
+        sse_free(pnn->arHiddenWeight);
+        return -1;
+    }
+
+    return 0;
+}
+
+extern void
+NeuralNetDestroy(neuralnet * pnn)
+{
+    sse_free(pnn->arHiddenWeight);
+    pnn->arHiddenWeight = 0;
+    sse_free(pnn->arOutputWeight);
+    pnn->arOutputWeight = 0;
+    sse_free(pnn->arHiddenThreshold);
+    pnn->arHiddenThreshold = 0;
+    sse_free(pnn->arOutputThreshold);
+    pnn->arOutputThreshold = 0;
+}
+
+#if !defined(USE_SIMD_INSTRUCTIONS)
+
+/* separate context for race, crashed, contact
+ * -1: regular eval
+ * 0: save base
+ * 1: from base
+ */
+
+static inline NNEvalType
+NNevalAction(NNState * pnState)
+{
+    if (!pnState)
+        return NNEVAL_NONE;
+
+    switch (pnState->state) {
+    case NNSTATE_NONE:
+        {
+            /* incremental evaluation not useful */
+            return NNEVAL_NONE;
+        }
+    case NNSTATE_INCREMENTAL:
+        {
+            /* next call should return FROMBASE */
+            pnState->state = NNSTATE_DONE;
+
+            /* starting a new context; save base in the hope it will be useful */
+            return NNEVAL_SAVE;
+        }
+    case NNSTATE_DONE:
+        {
+            /* context hit!  use the previously computed base */
+            return NNEVAL_FROMBASE;
+        }
+    }
+    /* never reached */
+    return NNEVAL_NONE;         /* for the picky compiler */
+}
+
+static void
+Evaluate(const neuralnet * pnn, const float arInput[], float ar[], float arOutput[], float *saveAr)
+{
+    const unsigned int cHidden = pnn->cHidden;
+    unsigned int i, j;
+    float *prWeight;
+
+    /* Calculate activity at hidden nodes */
+    for (i = 0; i < cHidden; i++)
+        ar[i] = pnn->arHiddenThreshold[i];
+
+    prWeight = pnn->arHiddenWeight;
+
+    for (i = 0; i < pnn->cInput; i++) {
+        float const ari = arInput[i];
+
+        if (ari == 0.0f)
+            prWeight += cHidden;
+        else {
+            float *pr = ar;
+
+            if (ari == 1.0f)
+                for (j = cHidden; j; j--)
+                    *pr++ += *prWeight++;
+            else
+                for (j = cHidden; j; j--)
+                    *pr++ += *prWeight++ * ari;
+        }
+    }
+
+    if (saveAr)
+        memcpy(saveAr, ar, cHidden * sizeof(*saveAr));
+
+    for (i = 0; i < cHidden; i++)
+        ar[i] = sigmoid(-pnn->rBetaHidden * ar[i]);
+
+    /* Calculate activity at output nodes */
+    prWeight = pnn->arOutputWeight;
+
+    for (i = 0; i < pnn->cOutput; i++) {
+        float r = pnn->arOutputThreshold[i];
+
+        for (j = 0; j < cHidden; j++)
+            r += ar[j] * *prWeight++;
+
+        arOutput[i] = sigmoid(-pnn->rBetaOutput * r);
+    }
+}
+
+static void
+EvaluateFromBase(const neuralnet * pnn, const float arInputDif[], float ar[], float arOutput[])
+{
+    unsigned int i, j;
+    float *prWeight;
+
+    /* Calculate activity at hidden nodes */
+    /*    for( i = 0; i < pnn->cHidden; i++ )
+     * ar[ i ] = pnn->arHiddenThreshold[ i ]; */
+
+    prWeight = pnn->arHiddenWeight;
+
+    for (i = 0; i < pnn->cInput; ++i) {
+        float const ari = arInputDif[i];
+
+        if (ari == 0.0f)
+            prWeight += pnn->cHidden;
+        else {
+            float *pr = ar;
+
+            if (ari == 1.0f)
+                for (j = pnn->cHidden; j; j--)
+                    *pr++ += *prWeight++;
+            else if (ari == -1.0f)
+                for (j = pnn->cHidden; j; j--)
+                    *pr++ -= *prWeight++;
+            else
+                for (j = pnn->cHidden; j; j--)
+                    *pr++ += *prWeight++ * ari;
+        }
+    }
+
+    for (i = 0; i < pnn->cHidden; i++)
+        ar[i] = sigmoid(-pnn->rBetaHidden * ar[i]);
+
+    /* Calculate activity at output nodes */
+    prWeight = pnn->arOutputWeight;
+
+    for (i = 0; i < pnn->cOutput; i++) {
+        float r = pnn->arOutputThreshold[i];
+
+        for (j = 0; j < pnn->cHidden; j++)
+            r += ar[j] * *prWeight++;
+
+        arOutput[i] = sigmoid(-pnn->rBetaOutput * r);
+    }
+}
+
+extern int
+NeuralNetEvaluate(const neuralnet * pnn, float arInput[], float arOutput[], NNState * pnState)
+{
+    float *ar = (float *) g_alloca(pnn->cHidden * sizeof(float));
+    switch (NNevalAction(pnState)) {
+    case NNEVAL_NONE:
+        {
+            Evaluate(pnn, arInput, ar, arOutput, 0);
+            break;
+        }
+    case NNEVAL_SAVE:
+        {
+            pnState->cSavedIBase = pnn->cInput;
+            memcpy(pnState->savedIBase, arInput, pnn->cInput * sizeof(*ar));
+            Evaluate(pnn, arInput, ar, arOutput, pnState->savedBase);
+            break;
+        }
+    case NNEVAL_FROMBASE:
+        {
+            if (pnState->cSavedIBase != pnn->cInput) {
+                Evaluate(pnn, arInput, ar, arOutput, 0);
+                break;
+            }
+            memcpy(ar, pnState->savedBase, pnn->cHidden * sizeof(*ar));
+
+            {
+                float *r = arInput;
+                float *s = pnState->savedIBase;
+                unsigned int i;
+
+                for (i = 0; i < pnn->cInput; ++i, ++r, ++s) {
+                    if (*r != *s /*lint --e(777) */ ) {
+                        *r -= *s;
+                    } else {
+                        *r = 0.0;
+                    }
+                }
+            }
+            EvaluateFromBase(pnn, arInput, ar, arOutput);
+            break;
+        }
+    }
+    return 0;
+}
+#endif
+
+extern int
+NeuralNetLoad(neuralnet * pnn, FILE * pf)
+{
+
+    unsigned int i;
+    float *pr;
+    char dummy[16];
+
+    if (fscanf(pf, "%u %u %u %15s %f %f\n", &pnn->cInput, &pnn->cHidden,
+               &pnn->cOutput, dummy, &pnn->rBetaHidden,
+               &pnn->rBetaOutput) < 5 || pnn->cInput < 1 ||
+        pnn->cHidden < 1 || pnn->cOutput < 1 || pnn->rBetaHidden <= 0.0f || pnn->rBetaOutput <= 0.0f) {
+        errno = EINVAL;
+        return -1;
+    }
+
+    if (NeuralNetCreate(pnn, pnn->cInput, pnn->cHidden, pnn->cOutput, pnn->rBetaHidden, pnn->rBetaOutput))
+        return -1;
+
+    pnn->nTrained = 1;
+
+    for (i = pnn->cInput * pnn->cHidden, pr = pnn->arHiddenWeight; i; i--)
+        if (fscanf(pf, "%f\n", pr++) < 1)
+            return -1;
+
+    for (i = pnn->cHidden * pnn->cOutput, pr = pnn->arOutputWeight; i; i--)
+        if (fscanf(pf, "%f\n", pr++) < 1)
+            return -1;
+
+    for (i = pnn->cHidden, pr = pnn->arHiddenThreshold; i; i--)
+        if (fscanf(pf, "%f\n", pr++) < 1)
+            return -1;
+
+    for (i = pnn->cOutput, pr = pnn->arOutputThreshold; i; i--)
+        if (fscanf(pf, "%f\n", pr++) < 1)
+            return -1;
+
+    return 0;
+}
+
+extern int
+NeuralNetLoadBinary(neuralnet * pnn, FILE * pf)
+{
+
+    int dummy;
+
+#define FREAD( p, c ) \
+    if ( fread( (p), sizeof( *(p) ), (c), pf ) < (unsigned int)(c) ) return -1
+
+    FREAD(&pnn->cInput, 1);
+    FREAD(&pnn->cHidden, 1);
+    FREAD(&pnn->cOutput, 1);
+    FREAD(&dummy, 1);
+    FREAD(&pnn->rBetaHidden, 1);
+    FREAD(&pnn->rBetaOutput, 1);
+
+    if (pnn->cInput < 1 || pnn->cHidden < 1 || pnn->cOutput < 1 || pnn->rBetaHidden <= 0.0f || pnn->rBetaOutput <= 0.0f) {
+        errno = EINVAL;
+        return -1;
+    }
+
+    if (NeuralNetCreate(pnn, pnn->cInput, pnn->cHidden, pnn->cOutput, pnn->rBetaHidden, pnn->rBetaOutput))
+        return -1;
+
+    pnn->nTrained = 1;
+
+    FREAD(pnn->arHiddenWeight, pnn->cInput * pnn->cHidden);
+    FREAD(pnn->arOutputWeight, pnn->cHidden * pnn->cOutput);
+    FREAD(pnn->arHiddenThreshold, pnn->cHidden);
+    FREAD(pnn->arOutputThreshold, pnn->cOutput);
+#undef FREAD
+
+    return 0;
+}
+
+extern int
+NeuralNetSaveBinary(const neuralnet * pnn, FILE * pf)
+{
+
+#define FWRITE( p, c ) \
+    if ( fwrite( (p), sizeof( *(p) ), (c), pf ) < (unsigned int)(c) ) return -1
+
+    FWRITE(&pnn->cInput, 1);
+    FWRITE(&pnn->cHidden, 1);
+    FWRITE(&pnn->cOutput, 1);
+    FWRITE(&pnn->nTrained, 1);
+    FWRITE(&pnn->rBetaHidden, 1);
+    FWRITE(&pnn->rBetaOutput, 1);
+
+    FWRITE(pnn->arHiddenWeight, pnn->cInput * pnn->cHidden);
+    FWRITE(pnn->arOutputWeight, pnn->cHidden * pnn->cOutput);
+    FWRITE(pnn->arHiddenThreshold, pnn->cHidden);
+    FWRITE(pnn->arOutputThreshold, pnn->cOutput);
+#undef FWRITE
+
+    return 0;
+}
+
+
+#if defined(USE_SIMD_INSTRUCTIONS)
+
+#if defined(DISABLE_SIMD_TEST)
+
+int
+SIMD_Supported(void)
+{
+    return 1;
+}
+
+#else
+
+#if defined(HAVE_SSE)
+
+#if defined(__APPLE__) || defined(__FreeBSD__)
+#include <sys/sysctl.h>
+#endif
+
+static int
+check_for_cpuid(void)
+{
+    int result;
+
+    __asm__ __volatile__ (
+#if defined(ENVIRONMENT32) && defined(__PIC__)
+        /* We have to be careful to not destroy ebx if using PIC on 32bit builds */
+        "pushl %%ebx\n\t"
+#endif
+        "mov $1, %%eax\n\t"
+        "shl $21, %%eax\n\t"
+        "mov %%eax, %%edx\n\t"
+#if defined(ENVIRONMENT64)
+        "pushf\n\t"
+        "pop %%rax\n\t"
+#else
+        "pushfl\n\t"
+        "popl %%eax\n\t"
+#endif
+        "mov %%eax, %%ecx\n\t"
+        "xor %%edx, %%eax\n\t"
+#if defined(ENVIRONMENT64)
+        "push %%rax\n\t"
+        "popf\n\t"
+        "pushf\n\t"
+        "pop %%rax\n\t"
+#else
+        "pushl %%eax\n\t"
+        "popfl\n\t"
+        "pushfl\n\t"
+        "popl %%eax\n\t"
+#endif
+        "xor %%ecx, %%eax\n\t"
+        "test %%edx, %%eax\n\t"
+        "jnz cpuid_success\n\t"
+        /* Failed (non-pentium compatible machine) */
+        "mov $-1, %%eax\n\t"
+        "jmp cpuid_finished\n\t"
+
+"cpuid_success:"
+        "xor %%eax, %%eax\n\t"
+        "cpuid\n\t"
+        "cmp $1, %%eax\n\t"
+        /* If 0 returned processor doesn't hav feature test */
+        "jge feature_success\n\t"
+
+        /* Unlucky - somehow cpuid 1 isn't supported */
+        "mov $-2, %%eax\n\t"
+        "jmp cpuid_finished\n\t"
+
+"feature_success:"
+        "xor %%eax, %%eax\n\t"
+
+"cpuid_finished:"
+#if defined(ENVIRONMENT32) && defined(__PIC__)
+        "popl %%ebx\n\t"
+#endif
+        : "=a"(result)
+        :
+        : "%ecx",
+#if !defined(ENVIRONMENT32) || !defined(__PIC__)
+          "%ebx",
+#endif
+          "%edx");
+    return result;
+}
+
+static int
+CheckSSE(void)
+{
+    int result;
+    int cpuidchk;
+
+    if ((cpuidchk = check_for_cpuid()) < 0)
+        return cpuidchk;
+
+#if defined(USE_AVX)
+
+    __asm__ __volatile__ (
+#if defined(ENVIRONMENT32) && defined(__PIC__)
+        /* We have to be careful to not destroy ebx if using PIC on 32bit builds */
+        "pushl %%ebx\n\t"
+#endif
+        "mov $1, %%eax\n\t"
+        "cpuid\n\t"
+        "and $0x018000000, %%ecx\n\t" /* Check bit 27 (OS uses XSAVE/XRSTOR)*/
+        "cmp $0x018000000, %%ecx\n\t" /* and bit 28 (AVX supported by CPU) */
+        "jne avx_unsupported\n\t"
+        "xor %%ecx, %%ecx\n\t" /* XFEATURE_ENABLED_MASK/XCR0 register number = 0 */
+        "xgetbv\n\t" /* XFEATURE_ENABLED_MASK register is in edx:eax" */
+        "and $0b110, %%eax\n\t"
+        "cmp $0b110, %%eax\n\t" /* check the AVX registers restore at context switch */
+        "jne avx_unsupported\n\t"
+        "mov $1, %%eax\n\t"
+        "jmp avx_end\n\t"
+
+"avx_unsupported:"
+        "xor %%eax, %%eax\n\t"
+
+"avx_end:"
+#if defined(ENVIRONMENT32) && defined(__PIC__)
+        "popl %%ebx\n\t"
+#endif
+        : "=a"(result) /* Result returned in result variable */
+        :
+        : "%ecx",
+#if !defined(ENVIRONMENT32) || !defined(__PIC__)
+          "%ebx",
+#endif
+          "%edx"); /* These are all destroyed by cpuid */
+
+#else
+#if defined(__APPLE__) || defined(__FreeBSD__)
+    size_t length = sizeof(result);
+#if defined(__APPLE__)
+    int error = sysctlbyname("hw.optional.sse", &result, &length, NULL, 0);
+#endif
+#if defined(__FreeBSD__)
+    int error = sysctlbyname("hw.instruction_sse", &result, &length, NULL, 0);
+#endif
+    if (error != 0)
+        result = 0;
+
+#else
+
+    __asm__ __volatile__ (
+#if defined(ENVIRONMENT32) && defined(__PIC__)
+        /* We have to be careful to not destroy ebx if using PIC on I386 */
+        "pushl %%ebx\n\t"
+#endif
+        /* Check if sse is supported (bit 25/26 in edx from cpuid 1) */
+        "mov $1, %%eax\n\t"
+        "cpuid\n\t"
+        "mov $1, %%eax\n\t"
+#if defined(USE_SSE2)
+        "shl $26, %%eax\n\t"
+#else
+        "shl $25, %%eax\n\t"
+#endif
+        "test %%eax, %%edx\n\t"
+        "jnz sse_success\n\t"
+        /* Not supported */
+        "mov $0, %%eax\n\t"
+        "jmp sse_end\n\t"
+
+"sse_success:"
+        /* Supported */
+        "mov $1, %%eax\n\t"
+
+"sse_end:"
+#if defined(ENVIRONMENT32) && defined(__PIC__)
+        "pop %%ebx\n\t"
+#endif
+
+        : "=a"(result)
+        :
+        : "%ecx",
+#if !defined(ENVIRONMENT32) || !defined(__PIC__)
+          "%ebx",
+#endif
+	  "%edx");
+#endif /* APPLE/BSD */
+
+#endif /* USE_AVX */
+
+    return result;
+}
+
+#endif /* HAVE_SSE */
+
+int
+SIMD_Supported(void)
+{
+    static int state = -3;
+
+    if (state == -3) {
+#if defined(HAVE_NEON)
+        state = CheckNEON();
+#elif defined(HAVE_SSE)
+        state = CheckSSE();
+#else
+        state = -2;
+#endif
+    }
+
+    return state;
+}
+
+#endif
+#endif
diff --git a/engine/gnubg/lib/neuralnet.h b/engine/gnubg/lib/neuralnet.h
new file mode 100644
index 0000000..bed5e5c
--- /dev/null
+++ b/engine/gnubg/lib/neuralnet.h
@@ -0,0 +1,89 @@
+/*
+ * Copyright (C) 1999-2002 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2002-2017 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: neuralnet.h,v 1.36 2020/06/05 20:08:31 plm Exp $
+ */
+
+#ifndef NEURALNET_H
+#define NEURALNET_H
+
+#include <stdio.h>
+#include "common.h"
+
+typedef struct {
+    unsigned int cInput;
+    unsigned int cHidden;
+    unsigned int cOutput;
+    int nTrained;
+    float rBetaHidden;
+    float rBetaOutput;
+    float *arHiddenWeight;
+    float *arOutputWeight;
+    float *arHiddenThreshold;
+    float *arOutputThreshold;
+} neuralnet;
+
+typedef enum {
+    NNEVAL_NONE,
+    NNEVAL_SAVE,
+    NNEVAL_FROMBASE
+} NNEvalType;
+
+typedef enum {
+    NNSTATE_NONE = -1,
+    NNSTATE_INCREMENTAL,
+    NNSTATE_DONE
+} NNStateType;
+
+typedef struct {
+    NNStateType state;
+    float *savedBase;
+    float *savedIBase;
+#if !defined(USE_SIMD_INSTRUCTIONS)
+    unsigned int cSavedIBase;
+#endif
+} NNState;
+
+extern void NeuralNetDestroy(neuralnet * pnn);
+#if !defined(USE_SIMD_INSTRUCTIONS)
+extern int NeuralNetEvaluate(const neuralnet * pnn, float arInput[], float arOutput[], NNState * pnState);
+#else
+extern int NeuralNetEvaluateSSE(const neuralnet * pnn, float arInput[], float arOutput[], NNState * pnState);
+#endif
+extern int NeuralNetLoad(neuralnet * pnn, FILE * pf);
+extern int NeuralNetLoadBinary(neuralnet * pnn, FILE * pf);
+extern int NeuralNetSaveBinary(const neuralnet * pnn, FILE * pf);
+extern int SIMD_Supported(void);
+
+/* Try to determine whether we are 64-bit or 32-bit */
+#if defined(_WIN32) || defined(_WIN64)
+#if defined(_WIN64)
+#define ENVIRONMENT64
+#else
+#define ENVIRONMENT32
+#endif
+#endif
+
+#if defined(__GNUC__)
+#if defined(__x86_64__)
+#define ENVIRONMENT64
+#else
+#define ENVIRONMENT32
+#endif
+#endif
+
+#endif
diff --git a/engine/gnubg/lib/neuralnetsse.c b/engine/gnubg/lib/neuralnetsse.c
new file mode 100644
index 0000000..543db55
--- /dev/null
+++ b/engine/gnubg/lib/neuralnetsse.c
@@ -0,0 +1,583 @@
+/*
+ * Copyright (C) 2006-2009 Jon Kinsey <jonkinsey@gmail.com>
+ * Copyright (C) 2007-2021 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "config.h"
+#include "common.h"
+
+#if defined(USE_SIMD_INSTRUCTIONS)
+
+#define DEBUG_SSE 0
+
+#include "simd.h"
+#include "neuralnet.h"
+#include <string.h>
+
+#if defined(USE_NEON)
+#include <arm_neon.h>
+#elif defined(USE_AVX)
+#include <immintrin.h>
+#elif defined(USE_SSE2)
+#include <emmintrin.h>
+#else
+#include <xmmintrin.h>
+#endif
+
+#include <glib.h>
+#include "sigmoid.h"
+
+#if defined(HAVE_NEON)
+#include <signal.h>
+#include <setjmp.h>
+#endif
+
+float *
+sse_malloc(size_t size)
+{
+#if defined(HAVE_POSIX_MEMALIGN)
+    void *ptr = NULL;
+    int ret;
+
+    ret = posix_memalign(&ptr, ALIGN_SIZE, size);
+
+    if (ret == 0)
+        return (float *)ptr;
+
+    /* mimic g_malloc() error message */
+    g_error("%s: failed to allocate %"G_GSIZE_FORMAT" bytes", G_STRLOC, size);
+
+    /* avoid warning: "control reaches end of non-void function" for
+       compilers that don't understand that g_error() never returns. */
+    return NULL;
+
+#elif defined(HAVE__ALIGNED_MALLOC)
+    return (float *) _aligned_malloc(size, ALIGN_SIZE);
+#else
+    return (float *) _mm_malloc(size, ALIGN_SIZE);
+#endif
+}
+
+void
+sse_free(float *ptr)
+{
+#if defined(HAVE_POSIX_MEMALIGN)
+    free(ptr);
+#elif defined(HAVE__ALIGNED_MALLOC)
+    _aligned_free(ptr);
+#else
+    _mm_free(ptr);
+#endif
+}
+
+#if defined(HAVE_NEON)
+static jmp_buf env;
+
+static void
+my_handler(int status)
+{
+    longjmp(env, status);
+}
+
+int
+CheckNEON(void)
+{
+    void (*oldsig)(int);
+
+    oldsig = signal(SIGILL, my_handler);
+    if (setjmp(env)) {
+        signal(SIGILL, oldsig);
+        return 0;
+    } else {
+#if defined(__ARM_FEATURE_SIMD32)
+        /* v7 */
+        __asm__ __volatile__ ("vmin.f32 q0, q0, q0");
+#elif defined(__ARM_NEON)
+        /* aarch64 */
+        __asm__ __volatile__ ("fmin v0.4s, v0.4s, v0.4s");
+#else
+        #error "Unexpected ARM architecture"
+#endif
+        signal(SIGILL, oldsig);
+        return 1;
+    }
+}
+#endif
+
+#if defined(USE_AVX) || defined(USE_SSE2) || defined(USE_NEON)
+#include <stdint.h>
+
+static const union {
+    float f[VEC_SIZE];
+    float_vector ps;
+#if defined(USE_AVX)
+} ones = { {
+1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f, 1.0f}};
+#else
+} ones = { {
+1.0f, 1.0f, 1.0f, 1.0f}};
+#endif
+
+static const union {
+    float f[VEC_SIZE];
+    float_vector ps;
+#if defined(USE_AVX)
+} tens = { {
+10.0f, 10.0f, 10.0f, 10.0f, 10.0f, 10.0f, 10.0f, 10.0f}};
+#else
+} tens = { {
+10.0f, 10.0f, 10.0f, 10.0f}};
+#endif
+
+static const union {
+    int32_t i32[VEC_SIZE];
+    float_vector ps;
+#if defined(USE_AVX)
+} abs_mask = { {
+0x7FFFFFFF, 0x7FFFFFFF, 0x7FFFFFFF, 0x7FFFFFFF, 0x7FFFFFFF, 0x7FFFFFFF, 0x7FFFFFFF, 0x7FFFFFFF}};
+#else
+} abs_mask = { {
+0x7FFFFFFF, 0x7FFFFFFF, 0x7FFFFFFF, 0x7FFFFFFF}};
+#endif
+
+static inline float_vector
+sigmoid_positive_ps(float_vector xin)
+{
+    union {
+        int_vector i;
+        int32_t i32[VEC_SIZE];
+    } i;
+    float_vector ex;
+    float *ex_elem = (float *) &ex;
+#if defined(USE_AVX)
+    float_vector x1 = _mm256_min_ps(xin, tens.ps);
+#elif defined(HAVE_SSE)
+    float_vector x1 = _mm_min_ps(xin, tens.ps);
+#else
+    float_vector x1 = vminq_f32(xin, tens.ps);
+    float_vector rec;
+#endif
+
+#if defined(USE_AVX)
+    x1 = _mm256_mul_ps(x1, tens.ps);
+    i.i = _mm256_cvttps_epi32(x1);
+#elif defined(HAVE_SSE)
+    x1 = _mm_mul_ps(x1, tens.ps);
+    i.i = _mm_cvttps_epi32(x1);
+#else
+    x1 = vmulq_f32(x1, tens.ps);
+    i.i = vcvtq_s32_f32(x1);
+#endif
+    ex_elem[0] = e[i.i32[0]];
+    ex_elem[1] = e[i.i32[1]];
+    ex_elem[2] = e[i.i32[2]];
+    ex_elem[3] = e[i.i32[3]];
+#if defined(USE_AVX)
+    ex_elem[4] = e[i.i32[4]];
+    ex_elem[5] = e[i.i32[5]];
+    ex_elem[6] = e[i.i32[6]];
+    ex_elem[7] = e[i.i32[7]];
+#endif
+
+#if defined(USE_AVX)
+    x1 = _mm256_sub_ps(x1, _mm256_cvtepi32_ps(i.i));
+    x1 = _mm256_add_ps(x1, tens.ps);
+#if defined(USE_FMA3)
+    x1 = _mm256_fmadd_ps(x1, ex, ones.ps);
+#else
+    x1 = _mm256_mul_ps(x1, ex);
+    x1 = _mm256_add_ps(x1, ones.ps);
+#endif
+#ifdef __FAST_MATH__
+    return _mm256_rcp_ps(x1);
+#else
+    return _mm256_div_ps(ones.ps, x1);
+#endif
+#elif defined(HAVE_SSE)
+    x1 = _mm_sub_ps(x1, _mm_cvtepi32_ps(i.i));
+    x1 = _mm_add_ps(x1, tens.ps);
+    x1 = _mm_mul_ps(x1, ex);
+    x1 = _mm_add_ps(x1, ones.ps);
+#ifdef __FAST_MATH__
+    return _mm_rcp_ps(x1);
+#else
+    return _mm_div_ps(ones.ps, x1);
+#endif
+#else
+    x1 = vsubq_f32(x1, vcvtq_f32_s32(i.i));
+    x1 = vaddq_f32(x1, tens.ps);
+    x1 = vmulq_f32(x1, ex);
+    x1 = vaddq_f32(x1, ones.ps);
+
+    /* TODO: Check how many Newton-Raphson iterations are needed to match x86 rcp and div accuracy */
+#ifdef __FAST_MATH__
+    rec = vrecpeq_f32(x1);
+    return vmulq_f32(vrecpsq_f32(x1, rec), rec);
+#else
+    rec = vrecpeq_f32(x1);
+    rec = vmulq_f32(vrecpsq_f32(x1, rec), rec);
+    return vmulq_f32(vrecpsq_f32(x1, rec), rec);
+#endif
+#endif
+}
+
+static inline float_vector
+sigmoid_ps(float_vector xin)
+{
+#if defined(USE_AVX)
+    float_vector mask = _mm256_cmp_ps(xin, _mm256_setzero_ps(), _CMP_LT_OS);
+    float_vector c;
+    xin = _mm256_and_ps(xin, abs_mask.ps);      /* Abs. value by clearing signbit */
+    c = sigmoid_positive_ps(xin);
+    return _mm256_blendv_ps(c, _mm256_sub_ps(ones.ps, c), mask);
+#elif defined(HAVE_SSE)
+    float_vector mask = _mm_cmplt_ps(xin, _mm_setzero_ps());
+    float_vector c;
+    xin = _mm_and_ps(xin, abs_mask.ps); /* Abs. value by clearing signbit */
+    c = sigmoid_positive_ps(xin);
+    /* _mm_blendv_ps() is only available with SSE4.1 or later */
+    return _mm_or_ps(_mm_andnot_ps(mask, c), _mm_and_ps(mask, _mm_sub_ps(ones.ps, c)));
+#else
+    int_vector mask = (int_vector)vcltq_f32(xin, vdupq_n_f32(0.0f));
+    float_vector c;
+    xin = (float_vector)vandq_s32((int_vector)xin, (int_vector)abs_mask.ps); /* Abs. value by clearing signbit */
+    c = sigmoid_positive_ps(xin);
+    return vbslq_f32((uint32x4_t)mask, vsubq_f32(ones.ps, c), c);
+#endif
+}
+
+#endif                          // USE_SSE2 or USE_AVX
+
+#if defined(USE_SSE2)
+#define INPUT_ADD() \
+for (j = (cHidden >> LOG2VEC_SIZE); j; j--, pr += VEC_SIZE, prWeight += VEC_SIZE) { \
+    vec0 = _mm_load_ps(pr); \
+    vec1 = _mm_load_ps(prWeight); \
+    sum = _mm_add_ps(vec0, vec1); \
+    _mm_store_ps(pr, sum); \
+}
+#define INPUT_MULTADD() \
+for (j = (cHidden >> LOG2VEC_SIZE); j; j--, pr += VEC_SIZE, prWeight += VEC_SIZE) { \
+    vec0 = _mm_load_ps(pr); \
+    vec1 = _mm_load_ps(prWeight); \
+    vec3 = _mm_mul_ps(vec1, scalevec); \
+    sum = _mm_add_ps(vec0, vec3); \
+    _mm_store_ps(pr, sum); \
+}
+#endif
+#if defined(USE_AVX)
+#define INPUT_ADD() \
+for (j = (cHidden >> LOG2VEC_SIZE); j; j--, pr += VEC_SIZE, prWeight += VEC_SIZE) { \
+    vec0 = _mm256_load_ps(pr); \
+    vec1 = _mm256_load_ps(prWeight); \
+    sum = _mm256_add_ps(vec0, vec1); \
+    _mm256_store_ps(pr, sum); \
+}
+#if defined(USE_FMA3)
+#define INPUT_MULTADD() \
+for (j = (cHidden >> LOG2VEC_SIZE); j; j--, pr += VEC_SIZE, prWeight += VEC_SIZE) { \
+    vec0 = _mm256_load_ps(pr); \
+    vec1 = _mm256_load_ps(prWeight); \
+    sum = _mm256_fmadd_ps(vec1, scalevec, vec0); \
+    _mm256_store_ps(pr, sum); \
+}
+#else
+#define INPUT_MULTADD() \
+for (j = (cHidden >> LOG2VEC_SIZE); j; j--, pr += VEC_SIZE, prWeight += VEC_SIZE) { \
+    vec0 = _mm256_load_ps(pr); \
+    vec1 = _mm256_load_ps(prWeight); \
+    vec3 = _mm256_mul_ps(vec1, scalevec); \
+    sum = _mm256_add_ps(vec0, vec3); \
+    _mm256_store_ps(pr, sum); \
+}
+#endif
+#endif
+#if defined(USE_NEON)
+#define INPUT_ADD() \
+for (j = (cHidden >> LOG2VEC_SIZE); j; j--, pr += VEC_SIZE, prWeight += VEC_SIZE) { \
+    vec0 = vld1q_f32(pr); \
+    vec1 = vld1q_f32(prWeight); \
+    sum = vaddq_f32(vec0, vec1); \
+    vst1q_f32(pr, sum); \
+}
+#define INPUT_MULTADD() \
+for (j = (cHidden >> LOG2VEC_SIZE); j; j--, pr += VEC_SIZE, prWeight += VEC_SIZE) { \
+    vec0 = vld1q_f32(pr); \
+    vec1 = vld1q_f32(prWeight); \
+    vec3 = vmulq_f32(vec1, scalevec); \
+    sum = vaddq_f32(vec0, vec3); \
+    vst1q_f32(pr, sum); \
+}
+#endif
+
+static void
+EvaluateSSE(const neuralnet * restrict pnn, const float arInput[], float ar[], float arOutput[])
+{
+    const unsigned int cHidden = pnn->cHidden;
+    unsigned int i, j;
+    float *prWeight;
+#if defined(USE_SSE2) || defined(USE_AVX) || defined(USE_NEON)
+    float *par;
+#if defined(USE_FMA3)
+    float_vector vec0, vec1, scalevec, sum;
+#else
+    float_vector vec0, vec1, vec3, scalevec, sum;
+#endif
+#endif
+
+    /* Calculate activity at hidden nodes */
+    memcpy(ar, pnn->arHiddenThreshold, cHidden * sizeof(float));
+
+    prWeight = pnn->arHiddenWeight;
+
+    if (pnn->cInput != 214) {   /* everything but the racing net */
+        for (i = 0; i < 200;) { /* base inputs */
+            float ari = arInput[i++];
+
+            /* 3 binaries, 1 float */
+
+            if (likely(ari == 0.0f))
+                prWeight += cHidden;
+            else {
+                float *pr = ar;
+                INPUT_ADD();
+            }
+
+            ari = arInput[i++];
+
+            if (likely(ari == 0.0f))
+                prWeight += cHidden;
+            else {
+                float *pr = ar;
+                INPUT_ADD();
+            }
+
+            ari = arInput[i++];
+
+            if (likely(ari == 0.0f)) {
+                prWeight += cHidden;
+                /* If 3rd element is 0, so is 4th. Skip it */
+                prWeight += cHidden;
+                i++;
+                continue;
+            } else {
+                float *pr = ar;
+                INPUT_ADD();
+            }
+
+            ari = arInput[i++];
+
+            if (likely(ari == 0.0f))
+                prWeight += cHidden;
+            else {
+                float *pr = ar;
+
+#if defined(USE_FMA3)
+                scalevec = _mm256_set1_ps(ari);
+                INPUT_MULTADD();
+#elif defined(USE_NEON)
+                scalevec = vdupq_n_f32(ari);
+                INPUT_MULTADD();
+#else
+                if (unlikely(ari == 1.0f)) {
+                    INPUT_ADD();
+                } else {
+#if defined(USE_AVX)
+                    scalevec = _mm256_set1_ps(ari);
+#elif defined(HAVE_SSE)
+                    scalevec = _mm_set1_ps(ari);
+#endif
+                    INPUT_MULTADD();
+                }
+#endif
+            }                   /* base inputs are done */
+        }
+
+        if (pnn->cInput == 250) /* Pruning nets are over, contact/crashed still have 2 * 25 floats */
+            for (i = 200; i < 250; i++) {
+                float const ari = arInput[i];
+
+                if (unlikely(ari == 0.0f))
+                    prWeight += cHidden;
+                else {
+                    float *pr = ar;
+
+#if defined(USE_AVX)
+                    scalevec = _mm256_set1_ps(ari);
+#elif defined(HAVE_SSE)
+                    scalevec = _mm_set1_ps(ari);
+#else
+                    scalevec = vdupq_n_f32(ari);
+#endif
+                    INPUT_MULTADD();
+                }
+            }
+    }
+
+    else                        /* racing net */
+        for (i = 0; i < pnn->cInput; i++) {
+            float const ari = arInput[i];
+
+            if (likely(ari == 0.0f))
+                prWeight += cHidden;
+            else {
+                float *pr = ar;
+#if defined(USE_FMA3)
+                scalevec = _mm256_set1_ps(ari);
+                INPUT_MULTADD();
+#elif defined(USE_NEON)
+                scalevec = vdupq_n_f32(ari);
+                INPUT_MULTADD();
+#else
+                if (likely(ari == 1.0f)) {
+                    INPUT_ADD();
+                } else {
+#if defined(USE_AVX)
+                    scalevec = _mm256_set1_ps(ari);
+#elif defined(HAVE_SSE)
+                    scalevec = _mm_set1_ps(ari);
+#endif
+                    INPUT_MULTADD();
+                }
+#endif
+            }
+        }
+
+#if defined(USE_SSE2) || defined(USE_AVX) || defined(USE_NEON)
+#if defined(USE_AVX)
+    scalevec = _mm256_set1_ps(-pnn->rBetaHidden);
+#elif defined(HAVE_SSE)
+    scalevec = _mm_set1_ps(-pnn->rBetaHidden);
+#else
+    scalevec = vdupq_n_f32(-pnn->rBetaHidden);
+#endif
+
+    for (par = ar, i = (cHidden >> LOG2VEC_SIZE); i; i--, par += VEC_SIZE) {
+#if defined(USE_AVX)
+        float_vector vec = _mm256_load_ps(par);
+        vec = _mm256_mul_ps(vec, scalevec);
+        vec = sigmoid_ps(vec);
+        _mm256_store_ps(par, vec);
+#elif defined(HAVE_SSE)
+        float_vector vec = _mm_load_ps(par);
+        vec = _mm_mul_ps(vec, scalevec);
+        vec = sigmoid_ps(vec);
+        _mm_store_ps(par, vec);
+#else
+        float_vector vec = vld1q_f32(par);
+        vec = vmulq_f32(vec, scalevec);
+        vec = sigmoid_ps(vec);
+        vst1q_f32(par, vec);
+#endif
+    }
+#else
+    for (i = 0; i < cHidden; i++)
+        ar[i] = sigmoid(-pnn->rBetaHidden * ar[i]);
+#endif
+
+    /* Calculate activity at output nodes */
+    prWeight = pnn->arOutputWeight;
+
+    for (i = 0; i < pnn->cOutput; i++) {
+
+#if defined(USE_AVX)
+        SSE_ALIGN(float r[8]);
+#else
+        float r;
+#endif
+        float *pr = ar;
+#if defined(USE_AVX)
+        sum = _mm256_setzero_ps();
+#elif defined(HAVE_SSE)
+        sum = _mm_setzero_ps();
+#else
+        sum = vdupq_n_f32(0.0f);
+#endif
+        for (j = (cHidden >> LOG2VEC_SIZE); j; j--, prWeight += VEC_SIZE, pr += VEC_SIZE) {
+#if defined(USE_AVX)
+            vec0 = _mm256_load_ps(pr);  /* Eight floats into vec0 */
+            vec1 = _mm256_load_ps(prWeight);    /* Eight weights into vec1 */
+#if defined(USE_FMA3)
+            sum = _mm256_fmadd_ps(vec0, vec1, sum);
+#else
+            vec3 = _mm256_mul_ps(vec0, vec1);   /* Multiply */
+            sum = _mm256_add_ps(sum, vec3);     /* Add */
+#endif
+#elif defined(HAVE_SSE)
+            vec0 = _mm_load_ps(pr);     /* Four floats into vec0 */
+            vec1 = _mm_load_ps(prWeight);       /* Four weights into vec1 */
+            vec3 = _mm_mul_ps(vec0, vec1);      /* Multiply */
+            sum = _mm_add_ps(sum, vec3);        /* Add */
+#else
+            vec0 = vld1q_f32(pr);     /* Four floats into vec0 */
+            vec1 = vld1q_f32(prWeight);       /* Four weights into vec1 */
+            vec3 = vmulq_f32(vec0, vec1);      /* Multiply */
+            sum = vaddq_f32(sum, vec3);        /* Add */
+#endif
+        }
+
+#if defined(USE_AVX)
+        vec0 = _mm256_hadd_ps(sum, sum);
+        vec1 = _mm256_hadd_ps(vec0, vec0);
+        _mm256_store_ps(r, vec1);
+
+        arOutput[i] = sigmoid(-pnn->rBetaOutput * (r[0] + r[4] + pnn->arOutputThreshold[i]));
+#elif defined(HAVE_SSE)
+        vec0 = _mm_shuffle_ps(sum, sum, _MM_SHUFFLE(2, 3, 0, 1));
+        vec1 = _mm_add_ps(sum, vec0);
+        vec0 = _mm_shuffle_ps(vec1, vec1, _MM_SHUFFLE(1, 1, 3, 3));
+        sum = _mm_add_ps(vec1, vec0);
+        _mm_store_ss(&r, sum);
+
+        arOutput[i] = sigmoid(-pnn->rBetaOutput * (r + pnn->arOutputThreshold[i]));
+
+#else
+        {
+            float32x2_t vec0_h, vec0_l, vec1;
+
+            vec0_h = vget_high_f32(sum);
+            vec0_l = vget_low_f32(sum);
+            vec1 = vpadd_f32(vec0_h, vec0_l);
+            vec1 = vpadd_f32(vec1, vec1);
+            vst1_lane_f32(&r, vec1, 0);
+
+            arOutput[i] = sigmoid(-pnn->rBetaOutput * (r + pnn->arOutputThreshold[i]));
+        }
+#endif
+    }
+#if defined(USE_AVX)
+    _mm256_zeroupper();
+#endif
+}
+
+
+extern int
+NeuralNetEvaluateSSE(const neuralnet * restrict pnn, /*lint -e{818} */ float arInput[],
+                     float arOutput[], NNState * UNUSED(pnState))
+{
+    SSE_ALIGN(float ar[pnn->cHidden]);
+
+#if DEBUG_SSE
+    g_assert(sse_aligned(arOutput));
+    g_assert(sse_aligned(ar));
+    g_assert(sse_aligned(arInput));
+#endif
+
+    EvaluateSSE(pnn, arInput, ar, arOutput);
+    return 0;
+}
+
+#endif
diff --git a/engine/gnubg/lib/sigmoid.h b/engine/gnubg/lib/sigmoid.h
new file mode 100644
index 0000000..d55026c
--- /dev/null
+++ b/engine/gnubg/lib/sigmoid.h
@@ -0,0 +1,168 @@
+/*
+ * Copyright (C) 1998-2002 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2008-2017 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#ifndef SIGMOID_H
+#define SIGMOID_H
+/* e[k] = exp(k/10) / 10 */
+static float e[101] = {
+    0.10000000000000001f,
+    0.11051709180756478f,
+    0.12214027581601698f,
+    0.13498588075760032f,
+    0.14918246976412702f,
+    0.16487212707001281f,
+    0.18221188003905089f,
+    0.20137527074704767f,
+    0.22255409284924679f,
+    0.245960311115695f,
+    0.27182818284590454f,
+    0.30041660239464335f,
+    0.33201169227365473f,
+    0.36692966676192446f,
+    0.40551999668446748f,
+    0.44816890703380646f,
+    0.49530324243951152f,
+    0.54739473917271997f,
+    0.60496474644129461f,
+    0.66858944422792688f,
+    0.73890560989306509f,
+    0.81661699125676512f,
+    0.90250134994341225f,
+    0.99741824548147184f,
+    1.1023176380641602f,
+    1.2182493960703473f,
+    1.3463738035001691f,
+    1.4879731724872838f,
+    1.6444646771097049f,
+    1.817414536944306f,
+    2.0085536923187668f,
+    2.2197951281441637f,
+    2.4532530197109352f,
+    2.7112638920657881f,
+    2.9964100047397011f,
+    3.3115451958692312f,
+    3.6598234443677988f,
+    4.0447304360067395f,
+    4.4701184493300818f,
+    4.9402449105530168f,
+    5.4598150033144233f,
+    6.034028759736195f,
+    6.6686331040925158f,
+    7.3699793699595784f,
+    8.1450868664968148f,
+    9.0017131300521811f,
+    9.9484315641933776f,
+    10.994717245212353f,
+    12.151041751873485f,
+    13.428977968493552f,
+    14.841315910257659f,
+    16.402190729990171f,
+    18.127224187515122f,
+    20.033680997479166f,
+    22.140641620418716f,
+    24.469193226422039f,
+    27.042640742615255f,
+    29.886740096706028f,
+    33.029955990964865f,
+    36.503746786532886f,
+    40.34287934927351f,
+    44.585777008251675f,
+    49.274904109325632f,
+    54.457191012592901f,
+    60.184503787208222f,
+    66.514163304436181f,
+    73.509518924197266f,
+    81.24058251675433f,
+    89.784729165041753f,
+    99.227471560502622f,
+    109.66331584284585f,
+    121.19670744925763f,
+    133.9430764394418f,
+    148.02999275845451f,
+    163.59844299959269f,
+    180.80424144560632f,
+    199.81958951041173f,
+    220.83479918872089f,
+    244.06019776244983f,
+    269.72823282685101f,
+    298.09579870417281f,
+    329.44680752838406f,
+    364.09503073323521f,
+    402.38723938223131f,
+    444.7066747699858f,
+    491.47688402991344f,
+    543.16595913629783f,
+    600.29122172610175f,
+    663.42440062778894f,
+    733.19735391559948f,
+    810.3083927575384f,
+    895.52927034825075f,
+    989.71290587439091f,
+    1093.8019208165192f,
+    1208.8380730216988f,
+    1335.9726829661872f,
+    1476.4781565577266f,
+    1631.7607198015421f,
+    1803.3744927828525f,
+    1993.0370438230298f,
+    1993.0370438230298f         /* one extra :-) */
+};
+
+/* Calculate an approximation to the sigmoid function 1 / ( 1 + e^x ).
+ * This is executed very frequently during neural net evaluation, so
+ * careful optimisation here pays off.
+ *
+ * Statistics on sigmoid(x) calls:
+ * * >99% of the time, x is positive.
+ * *  82% of the time, 3 < abs(x) < 8.
+ *
+ * 02/2017: The numbers above are 10+ years old
+ * (old neural nets, possibly pruning nets not yet in use).
+ * Current stats :
+ * * 85% of the time, x is positive, comprising 80% < 10 and 20% > 10
+ * * 15% of the time, x is negative with 99%+ > -10
+ */
+
+static inline float
+sigmoid(float const xin)
+{
+    if (likely(xin >= 0.0f)) {
+        /* xin is almost always positive; we place this branch of the `if'
+         * first, in the hope that the compiler/processor will predict the
+         * conditional branch will not be taken. */
+        if (likely(xin < 10.0f)) {
+            /* again, predict the branch not to be taken */
+            const float x1 = 10.0f * xin;
+            const int i = (int) x1;
+
+            return 1.0f / (1.0f + e[i] * ((float)(10 - i) + x1));
+        } else
+            return 1.0f / 19931.370438230298f;
+    } else {
+        if (likely(xin > -10.0f)) {
+            const float x1 = -10.0f * xin;
+            const int i = (int) x1;
+
+            return 1.0f - 1.0f / (1 + e[i] * ((float)(10 - i) + x1));
+        } else
+            return 19930.370438230298f / 19931.370438230298f;
+    }
+}
+
+
+#endif
diff --git a/engine/gnubg/lib/simd.h b/engine/gnubg/lib/simd.h
new file mode 100644
index 0000000..90504f3
--- /dev/null
+++ b/engine/gnubg/lib/simd.h
@@ -0,0 +1,93 @@
+/*
+ * Copyright (C) 2005-2006 Jon Kinsey <jonkinsey@gmail.com>
+ * Copyright (C) 2005-2018 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: simd.h,v 1.9 2018/05/12 21:42:33 plm Exp $
+ */
+
+#ifndef SIMD_H
+#define SIMD_H
+
+#if defined(USE_SIMD_INSTRUCTIONS)
+
+#include <stdlib.h>
+#include "common.h"
+
+#if defined(USE_AVX)
+#define ALIGN_SIZE 32
+#define VEC_SIZE 8
+#define LOG2VEC_SIZE 3
+#define float_vector __m256
+#define int_vector __m256i
+#else
+#define ALIGN_SIZE 16
+#define VEC_SIZE 4
+#define LOG2VEC_SIZE 2
+#if defined(HAVE_SSE)
+#define float_vector __m128
+#define int_vector __m128i
+#elif defined(HAVE_NEON)
+#define float_vector float32x4_t
+#define int_vector int32x4_t
+/*
+ * Workaround for clang on raspbian 9
+ * It defines __ARM_FEATURE_SIMD32 but its arm_neon.h needs __ARM_NEON
+ */
+#define __ARM_NEON 1
+#else
+#error "Inconsistent SIMD defines"
+#endif
+#endif
+
+#if defined(_MSC_VER)
+#define SSE_ALIGN(D) __declspec(align(ALIGN_SIZE)) D
+#else
+#define SSE_ALIGN(D) D __attribute__ ((aligned(ALIGN_SIZE)))
+#endif
+
+#if defined(__GNUC__) && defined(WIN32)
+/* Align stack pointer on 16 byte boundary so SSE variables work correctly */
+#define SIMD_STACKALIGN __attribute__((force_align_arg_pointer))
+#if defined(USE_AVX)
+#define SIMD_AVX_STACKALIGN __attribute__((force_align_arg_pointer))
+#else
+#define SIMD_AVX_STACKALIGN
+#endif                          /* USE_AVX */
+#else
+#define SIMD_STACKALIGN
+#define SIMD_AVX_STACKALIGN
+#endif                          /* GNUC/WIN32 */
+
+#define sse_aligned(ar) (!(((size_t)ar) % ALIGN_SIZE))
+
+extern float *sse_malloc(size_t size);
+extern void sse_free(float *ptr);
+
+#if defined(HAVE_NEON)
+extern int CheckNEON(void);
+#endif
+
+#else /* USE_SIMD_INSTRUCTIONS */
+
+#define SSE_ALIGN(D) D
+#define sse_malloc malloc
+#define sse_free free
+#define SIMD_STACKALIGN
+#define SIMD_AVX_STACKALIGN
+
+#endif
+
+#endif /* SIMD_H */
diff --git a/engine/gnubg/makebearoff.c b/engine/gnubg/makebearoff.c
new file mode 100644
index 0000000..1101d7d
--- /dev/null
+++ b/engine/gnubg/makebearoff.c
@@ -0,0 +1,1458 @@
+/*
+ * Copyright (C) 1997-2003 Gary Wong <gary@cs.arizona.edu>
+ * Copyright (C) 2002-2024 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "config.h"
+
+#include <stdio.h>
+#ifdef WIN32
+#include <io.h>
+#endif
+#include <stdlib.h>
+#include <string.h>
+#if HAVE_UNISTD_H
+#include <unistd.h>
+#endif
+#include <math.h>
+#include <errno.h>
+#include <locale.h>
+#include <glib/gstdio.h>
+
+#include "eval.h"
+#include "positionid.h"
+#include "bearoff.h"
+#include "util.h"
+#include "backgammon.h"
+#include "multithread.h"
+
+void
+MT_CloseThreads(void)
+{
+    return;
+}
+
+typedef struct {
+    void *p;
+    unsigned int iKey;
+} xhashent;
+
+typedef struct {
+    unsigned long int nQueries, nHits, nEntries, nOverwrites;
+    int nHashSize;
+    xhashent *phe;
+} xhash;
+
+
+static long cLookup;
+
+static int
+XhashPosition(xhash * ph, const int iKey)
+{
+
+    return iKey % ph->nHashSize;
+
+}
+
+static void
+XhashStatus(xhash * ph)
+{
+
+    g_printerr(_("Xhash status:\n"));
+    g_printerr(_("Size:    %d elements\n"), ph->nHashSize);
+    g_printerr(_("Queries: %lu (hits: %lu)\n"), ph->nQueries, ph->nHits);
+    g_printerr(_("Entries: %lu (overwrites: %lu)\n"), ph->nEntries, ph->nOverwrites);
+
+}
+
+
+static int
+XhashCreate(xhash * ph, const int nHashSize)
+{
+
+    int i;
+
+    ph->phe = (xhashent *) g_malloc0(nHashSize * sizeof(xhashent));
+
+    ph->nQueries = 0;
+    ph->nHits = 0;
+    ph->nEntries = 0;
+    ph->nOverwrites = 0;
+    ph->nHashSize = nHashSize;
+
+    for (i = 0; i < nHashSize; ++i)
+        ph->phe[i].p = NULL;
+
+    return 0;
+
+}
+
+
+static void
+XhashDestroy(xhash * ph)
+{
+
+    int i;
+
+    for (i = 0; i < ph->nHashSize; ++i)
+        if (ph->phe[i].p)
+            g_free(ph->phe[i].p);
+    free(ph->phe);
+}
+
+
+static void
+XhashAdd(xhash * ph, const unsigned int iKey, const void *data, const int size)
+{
+
+    int l = XhashPosition(ph, iKey);
+
+    if (ph->phe[l].p) {
+        /* occupied */
+        g_free(ph->phe[l].p);
+        ph->nOverwrites++;
+    } else {
+
+        /* free */
+        ph->nEntries++;
+
+    }
+
+    ph->phe[l].iKey = iKey;
+#if GLIB_CHECK_VERSION (2,67,4)
+    ph->phe[l].p = g_memdup2(data, size);
+#else
+    ph->phe[l].p = g_memdup(data, size);
+#endif
+}
+
+
+static void *
+XhashLookup(xhash * ph, const unsigned int iKey)
+{
+
+
+    int l = XhashPosition(ph, iKey);
+
+    ++ph->nQueries;
+
+    if (ph->phe[l].p && ph->phe[l].iKey == iKey) {
+        /* hit */
+        ++ph->nHits;
+        return (ph->phe[l].p);
+    } else
+        /* miss */
+        return NULL;
+
+}
+
+
+static int
+OSLookup(const unsigned int iPos,
+         const int UNUSED(nPoints),
+         unsigned short int aProb[64], const int fGammon, const int fCompress, FILE * pfOutput, FILE * pfTmp)
+{
+
+    unsigned int i, j;
+    unsigned char ac[128];
+
+    g_assert(pfOutput != stdin);
+
+    if (fCompress) {
+
+        long iOffset;
+        size_t nBytes;
+        unsigned int ioff, nz, ioffg = 0, nzg = 0;
+        unsigned short int us;
+        unsigned int index_entry_size = fGammon ? 8 : 6;
+
+        /* find offsets and no. of non-zero elements */
+
+        if (fseek(pfOutput, 40 + iPos * index_entry_size, SEEK_SET) < 0) {
+            perror("output file");
+            exit(-1);
+        }
+
+        if (fread(ac, 1, index_entry_size, pfOutput) < index_entry_size) {
+            if (errno)
+                perror("output file");
+            else
+                g_printerr(_("Error reading output file\n"));
+            exit(-1);
+        }
+
+        iOffset = ((unsigned int) ac[0] |
+                   (unsigned int) ac[1] << 8 |
+                   (unsigned int) ac[2] << 16 |
+                   (unsigned int) ac[3] << 24);
+
+        nz = ac[4];
+        ioff = ac[5];
+
+        if (fGammon) {
+            nzg = ac[6];
+            ioffg = ac[7];
+        }
+
+        /* re-position at EOF */
+
+        if (fseek(pfOutput, 0L, SEEK_END) < 0) {
+            perror("output file");
+            exit(-1);
+        }
+
+        /* read distributions */
+
+        iOffset = 2 * iOffset;
+
+        nBytes = 2 * (nz + nzg);
+
+        if (fseek(pfTmp, iOffset, SEEK_SET) < 0) {
+            perror("fseek'ing temporary file");
+            exit(-1);
+        }
+
+        /* read data */
+
+        if (fread(ac, 1, nBytes, pfTmp) < nBytes) {
+            if (errno)
+                perror("reading temporary file");
+            else
+                g_printerr(_("Error reading temporary file"));
+            exit(-1);
+        }
+
+        memset(aProb, 0, 128);
+
+        i = 0;
+        for (j = 0; j < nz; ++j, i += 2) {
+            us = (unsigned short) (ac[i] | ac[i + 1] << 8);
+            aProb[ioff + j] = us;
+        }
+
+        /* if ( fGammon ) */
+        for (j = 0; j < nzg; ++j, i += 2) {
+            us = (unsigned short) (ac[i] | ac[i + 1] << 8);
+            aProb[32 + ioffg + j] = us;
+        }
+
+        /* re-position at EOF */
+
+        if (fseek(pfTmp, 0L, SEEK_END) < 0) {
+            perror("fseek'ing to EOF on temporary file");
+            exit(-1);
+        }
+
+    } else {
+
+        /* look up position by seeking */
+
+        if (fseek(pfOutput, 40 + iPos * (fGammon ? 128 : 64), SEEK_SET) < 0) {
+            g_printerr(_("Error seeking in pfOutput\n"));
+            exit(-1);
+        }
+
+        /* read distribution */
+
+        if (fread(ac, 1, fGammon ? 128U : 64U, pfOutput) < (fGammon ? 128U : 64U)) {
+            g_printerr(_("Error reading from pfOutput\n"));
+            exit(-1);
+        }
+
+        /* save distribution */
+
+        i = 0;
+        for (j = 0; j < 32; ++j, i += 2)
+            aProb[j] = (unsigned short) (ac[i] | ac[i + 1] << 8);
+
+        if (fGammon)
+            for (j = 0; j < 32; ++j, i += 2)
+                aProb[j + 32] = (unsigned short) (ac[i] | ac[i + 1] << 8);
+
+        /* position cursor at end of file */
+
+        if (fseek(pfOutput, 0L, SEEK_END) < 0) {
+            g_printerr(_("Error seeking to end!\n"));
+            exit(-1);
+        }
+
+    }
+
+    ++cLookup;
+
+    return 0;
+
+}
+
+
+static void
+CalcIndex(const unsigned short int aProb[32], unsigned int *piIdx, unsigned int *pnNonZero)
+{
+
+    int i;
+    int j = 32;
+
+
+    /* find max non-zero element */
+
+    for (i = 31; i >= 0; --i)
+        if (aProb[i]) {
+            j = i;
+            break;
+        }
+
+    /* find min non-zero element */
+
+    *piIdx = 0;
+    for (i = 0; i <= j; ++i)
+        if (aProb[i]) {
+            *piIdx = i;
+            break;
+        }
+
+
+    *pnNonZero = j - *piIdx + 1;
+
+}
+
+
+static unsigned int
+RollsOS(const unsigned short int aus[32])
+{
+
+    int i;
+    unsigned int j;
+
+    for (j = 0, i = 1; i < 32; i++)
+        j += i * aus[i];
+
+    return j;
+
+}
+
+static void
+BearOff(int nId, unsigned int nPoints,
+        unsigned short int aOutProb[64],
+        const int fGammon, xhash * ph, bearoffcontext * pbc, const int fCompress, FILE * pfOutput, FILE * pfTmp)
+{
+#if !defined(G_DISABLE_ASSERT)
+    int iBest;
+#endif
+    int iMode, j, anRoll[2], aProb[64] = { 0 };
+    unsigned int i;
+    TanBoard anBoard, anBoardTemp;
+    movelist ml;
+    int k;
+    unsigned int us;
+    unsigned int usBest;
+    unsigned short int *pusj;
+    unsigned short int ausj[64];
+    unsigned short int ausBest[32];
+
+    unsigned int usGammonBest;
+    unsigned short int ausGammonBest[32];
+    unsigned int nBack;
+
+    /* get board for given position */
+
+    PositionFromBearoff(anBoard[1], nId, nPoints, 15);
+
+    /* initialise probabilities */
+
+    for (i = 0; i < 64; i++)
+        aOutProb[i] = 0;
+
+    /* all chequers off is easy :-) */
+
+    if (!nId) {
+        aOutProb[0] = 0xFFFF;
+        aOutProb[32] = 0xFFFF;
+        return;
+    }
+
+    /* initialise the remainder of the board */
+
+    for (i = nPoints; i < 25; i++)
+        anBoard[1][i] = 0;
+
+    for (i = 0; i < 25; i++)
+        anBoard[0][i] = 0;
+
+    nBack = 0;
+    for (i = 0, k = 0; i < nPoints; ++i) {
+        if (anBoard[1][i])
+            nBack = i;
+        k += anBoard[1][i];
+    }
+
+    /* look for position in existing bearoff file */
+
+    if (pbc && nBack < pbc->nPoints) {
+        unsigned int nPosID = PositionBearoff(anBoard[1],
+                                              pbc->nPoints, pbc->nChequers);
+        BearoffDist(pbc, nPosID, NULL, NULL, NULL, aOutProb, aOutProb + 32);
+        return;
+    }
+
+    if (k < 15)
+        aProb[32] = 0xFFFF * 36;
+
+    for (anRoll[0] = 1; anRoll[0] <= 6; anRoll[0]++)
+        for (anRoll[1] = 1; anRoll[1] <= anRoll[0]; anRoll[1]++) {
+            GenerateMoves(&ml, (ConstTanBoard) anBoard, anRoll[0], anRoll[1], FALSE);
+
+            usBest = 0xFFFFFFFF;
+#if !defined(G_DISABLE_ASSERT)
+            iBest = -1;
+#endif
+            usGammonBest = 0xFFFFFFFF;
+
+            for (i = 0; i < ml.cMoves; i++) {
+                PositionFromKey(anBoardTemp, &ml.amMoves[i].key);
+
+                j = PositionBearoff(anBoardTemp[1], nPoints, 15);
+
+                g_assert(j >= 0);
+                g_assert(j < nId);
+
+
+                if (!j) {
+
+                    memset(pusj = ausj, 0, fGammon ? 128 : 64);
+                    pusj[0] = 0xFFFF;
+                    pusj[32] = 0xFFFF;
+
+                } else if (!(pusj = XhashLookup(ph, j))) {
+                    /* look up in file generated so far */
+                    pusj = ausj;
+                    OSLookup(j, nPoints, pusj, fGammon, fCompress, pfOutput, pfTmp);
+
+                    XhashAdd(ph, j, pusj, fGammon ? 128 : 64);
+                }
+
+                /* find best move to win */
+
+                if ((us = RollsOS(pusj)) < usBest) {
+#if !defined(G_DISABLE_ASSERT)
+                    iBest = j;
+#endif
+                    usBest = us;
+                    memcpy(ausBest, pusj, 64);
+                }
+
+                /* find best move to save gammon */
+
+                if (fGammon && ((us = RollsOS(pusj + 32)) < usGammonBest)) {
+                    usGammonBest = us;
+                    memcpy(ausGammonBest, pusj + 32, 64);
+                }
+
+            }
+
+            g_assert(iBest >= 0);
+            /* g_assert( iGammonBest >= 0 ); */
+
+            if (anRoll[0] == anRoll[1]) {
+                for (i = 0; i < 31; i++) {
+                    aProb[i + 1] += ausBest[i];
+                    if (k == 15 && fGammon)
+                        aProb[32 + i + 1] += ausGammonBest[i];
+                }
+            } else {
+                for (i = 0; i < 31; i++) {
+                    aProb[i + 1] += 2 * ausBest[i];
+                    if (k == 15 && fGammon)
+                        aProb[32 + i + 1] += 2 * ausGammonBest[i];
+                }
+            }
+        }
+
+    for (i = 0, j = 0, iMode = 0; i < 32; i++) {
+        j += (aOutProb[i] = (unsigned short) ((aProb[i] + 18) / 36));
+        if (aOutProb[i] > aOutProb[iMode])
+            iMode = i;
+    }
+
+    aOutProb[iMode] -= (unsigned short int) (j - 0xFFFF);
+
+    /* gammon probs */
+
+    if (fGammon) {
+        for (i = 0, j = 0, iMode = 0; i < 32; i++) {
+            j += (aOutProb[32 + i] = (unsigned short) ((aProb[32 + i] + 18) / 36));
+            if (aOutProb[32 + i] > aOutProb[32 + iMode])
+                iMode = i;
+        }
+
+        aOutProb[32 + iMode] -= (unsigned short int) (j - 0xFFFF);
+    }
+
+}
+
+
+static void
+WriteOS(const unsigned short int aus[32], const int fCompress, FILE * output)
+{
+
+    unsigned int iIdx, nNonZero;
+    unsigned int j;
+
+    if (fCompress)
+        CalcIndex(aus, &iIdx, &nNonZero);
+    else {
+        iIdx = 0;
+        nNonZero = 32;
+    }
+
+    for (j = iIdx; j < iIdx + nNonZero; j++) {
+        putc(aus[j] & 0xFF, output);
+        putc(aus[j] >> 8, output);
+    }
+
+}
+
+static void
+WriteIndex(unsigned int *pnpos, const unsigned short int aus[64], const int fGammon, FILE * output)
+{
+
+    unsigned int iIdx, nNonZero;
+
+    /* write offset */
+
+    putc(*pnpos & 0xFF, output);
+    putc((*pnpos >> 8) & 0xFF, output);
+    putc((*pnpos >> 16) & 0xFF, output);
+    putc((*pnpos >> 24) & 0xFF, output);
+
+    /* write index and number of non-zero elements */
+
+    CalcIndex(aus, &iIdx, &nNonZero);
+
+    putc(nNonZero & 0xFF, output);
+    putc(iIdx & 0xFF, output);
+
+    *pnpos += nNonZero;
+
+    /* gammon probs: write index and number of non-zero elements */
+
+    if (fGammon) {
+        CalcIndex(aus + 32, &iIdx, &nNonZero);
+        putc(nNonZero & 0xFF, output);
+        putc(iIdx & 0xFF, output);
+        *pnpos += nNonZero;
+    }
+}
+
+static void
+WriteFloat(const float r, FILE * output)
+{
+
+    int j;
+    const unsigned char *pc;
+
+    pc = (const unsigned char *) &r;
+
+    for (j = 0; j < 4; ++j)
+        putc(*(pc++), output);
+
+}
+
+
+
+/*
+ * Generate one sided bearoff database
+ *
+ * ! fCompress:
+ *   write database directly to stdout
+ *
+ * fCompress:
+ *   write index directly to stdout
+ *   and write actual db to tmp file
+ *   the tmp file is concatenated to the index when
+ *   the generation is done.
+ *
+ */
+
+
+static int
+generate_os(const int nOS, const int fHeader,
+            const int fCompress, const int fGammon, const int nHashSize, bearoffcontext * pbc, FILE * output)
+{
+
+    int i;
+    int n;
+    unsigned short int aus[64];
+    xhash h;
+    FILE *pfTmp = NULL;
+    unsigned int npos;
+    char *tmpfile = NULL;
+    int fTTY = isatty(STDERR_FILENO);
+
+    /* initialise xhash */
+
+    if (XhashCreate(&h, nHashSize / (fGammon ? 128 : 64))) {
+        g_printerr(_("Error creating xhash with %d elements\n"), nHashSize / (fGammon ? 128 : 64));
+        exit(2);
+    }
+
+    XhashStatus(&h);
+
+    /* write header */
+
+    if (fHeader) {
+        char sz[41];
+        sprintf(sz, "gnubg-OS-%02d-15-%1d-%1d-0xxxxxxxxxxxxxxxxxxx\n", nOS, fGammon, fCompress);
+        fputs(sz, output);
+    }
+
+    if (fCompress) {
+        pfTmp = GetTemporaryFile(NULL, &tmpfile);
+        if (pfTmp == NULL) {
+            g_printerr(_("Error creating temporary file\n"));
+            exit(2);
+        }
+    }
+
+
+    /* loop trough bearoff positions */
+
+    n = Combination(nOS + 15, nOS);
+    npos = 0;
+
+
+    for (i = 0; i < n; ++i) {
+
+        if (i)
+            BearOff(i, nOS, aus, fGammon, &h, pbc, fCompress, output, pfTmp);
+        else {
+            memset(aus, 0, 128);
+            aus[0] = 0xFFFF;
+            aus[32] = 0xFFFF;
+        }
+        if (!(i % 100) && fTTY)
+            g_printerr("%d/%d\r", i, n);
+
+        WriteOS(aus, fCompress, fCompress ? pfTmp : output);
+        if (fGammon)
+            WriteOS(aus + 32, fCompress, fCompress ? pfTmp : output);
+
+        XhashAdd(&h, i, aus, fGammon ? 128 : 64);
+
+        if (fCompress)
+            WriteIndex(&npos, aus, fGammon, output);
+
+    }
+
+    if (fCompress) {
+
+        char ac[256];
+        size_t u;
+        /* write contents of pfTmp to output */
+
+        if (fseek(pfTmp, 0L, SEEK_SET) < 0) {
+            g_printerr(_("Error rewinding '%s'\n"), tmpfile);
+            exit(3);
+        }
+
+        while (!feof(pfTmp) && (u = fread(ac, 1, sizeof(ac), pfTmp))) {
+            if (fwrite(ac, 1, u, output) != u) {
+                g_printerr(_("Error writing to '%s'\n"), tmpfile);
+                exit(3);
+            }
+        }
+
+        if (ferror(pfTmp))
+            exit(3);
+
+        fclose(pfTmp);
+
+        g_unlink(tmpfile);
+        g_free(tmpfile);
+
+    }
+    putc('\n', stderr);
+
+    XhashStatus(&h);
+
+    XhashDestroy(&h);
+
+    return 0;
+
+}
+
+
+static void
+NDBearoff(const int iPos, const unsigned int nPoints, float ar[4], xhash * ph, bearoffcontext * pbc)
+{
+
+    int d0, d1;
+    movelist ml;
+    TanBoard anBoard, anBoardTemp;
+    int j, k;
+    unsigned int i;
+#if !defined(G_DISABLE_ASSERT)
+    int iBest;
+    int iGammonBest;
+#endif
+    float rBest;
+    float rMean;
+    float rVarSum, rGammonVarSum;
+    float *prj;
+    float arj[4] = { 0.0, 0.0, 0.0, 0.0 };
+    float arBest[4] = { 0.0, 0.0, 0.0, 0.0 };
+    float arGammonBest[4] = { 0.0, 0.0, 0.0, 0.0 };
+    float rGammonBest;
+
+    for (i = 0; i < 4; ++i)
+        ar[i] = 0.0f;
+
+    if (!iPos)
+        return;
+
+    PositionFromBearoff(anBoard[1], iPos, nPoints, 15);
+
+    for (i = nPoints; i < 25; i++)
+        anBoard[1][i] = 0;
+
+    /*
+     * look for position in existing bearoff file
+     */
+
+    if (pbc) {
+        int ii;
+
+        for (ii = 24; ii >= 0 && !anBoard[1][ii]; --ii);
+
+        if (ii < (int) pbc->nPoints) {
+            unsigned int nPosID = PositionBearoff(anBoard[1],
+                                                  pbc->nPoints, pbc->nChequers);
+            BearoffDist(pbc, nPosID, NULL, NULL, ar, NULL, NULL);
+            return;
+        }
+
+    }
+
+    memset(anBoard[0], 0, 25 * sizeof(int));
+
+    for (i = 0, k = 0; i < nPoints; ++i)
+        k += anBoard[1][i];
+
+    /* loop over rolls */
+
+    rVarSum = rGammonVarSum = 0.0f;
+
+    for (d0 = 1; d0 <= 6; ++d0)
+        for (d1 = 1; d1 <= d0; ++d1) {
+
+            GenerateMoves(&ml, (ConstTanBoard) anBoard, d0, d1, FALSE);
+
+            rBest = 1e10;
+            rGammonBest = 1e10;
+#if !defined(G_DISABLE_ASSERT)
+            iBest = -1;
+            iGammonBest = -1;
+#endif
+
+            for (i = 0; i < ml.cMoves; ++i) {
+
+                PositionFromKey(anBoardTemp, &ml.amMoves[i].key);
+
+                j = PositionBearoff(anBoardTemp[1], nPoints, 15);
+
+                if (!(prj = XhashLookup(ph, j))) {
+                    prj = arj;
+                    NDBearoff(j, nPoints, prj, ph, pbc);
+                    XhashAdd(ph, j, prj, 16);
+                }
+
+                /* find best move to win */
+
+                if (prj[0] < rBest) {
+#if !defined(G_DISABLE_ASSERT)
+                    iBest = j;
+#endif
+                    rBest = prj[0];
+                    memcpy(arBest, prj, 4 * sizeof(float));
+                }
+
+                /* find best move to save gammon */
+
+                if (prj[2] < rGammonBest) {
+#if !defined(G_DISABLE_ASSERT)
+                    iGammonBest = j;
+#endif
+                    rGammonBest = prj[2];
+                    memcpy(arGammonBest, prj, 4 * sizeof(float));
+                }
+
+            }
+
+            g_assert(iBest >= 0);
+            g_assert(iGammonBest >= 0);
+
+            rMean = 1.0f + arBest[0];
+
+            ar[0] += (d0 == d1) ? rMean : 2.0f * rMean;
+
+            rMean = arBest[1] * arBest[1] + rMean * rMean;
+
+            rVarSum += (d0 == d1) ? rMean : 2.0f * rMean;
+
+            if (k == 15) {
+
+                rMean = 1.0f + arGammonBest[2];
+
+                ar[2] += (d0 == d1) ? rMean : 2.0f * rMean;
+
+                rMean = arGammonBest[3] * arGammonBest[3] + rMean * rMean;
+
+                rGammonVarSum += (d0 == d1) ? rMean : 2.0f * rMean;
+
+            }
+
+        }
+
+    ar[0] /= 36.0f;
+    ar[1] = sqrtf(rVarSum / 36.0f - ar[0] * ar[0]);
+
+    ar[2] /= 36.0f;
+    ar[3] = sqrtf(rGammonVarSum / 36.0f - ar[2] * ar[2]);
+
+}
+
+
+static void
+generate_nd(const int nPoints, const int nHashSize, const int fHeader, bearoffcontext * pbc, FILE * outfile)
+{
+
+    int n = Combination(nPoints + 15, nPoints);
+
+    int i, j;
+    float ar[4];
+    int fTTY = isatty(STDERR_FILENO);
+
+    xhash h;
+
+    /* initialise xhash */
+
+
+    if (XhashCreate(&h, (int) (nHashSize / (4 * sizeof(float))))) {
+        g_printerr(_("Error creating cache\n"));
+        return;
+    }
+
+    XhashStatus(&h);
+
+    if (fHeader) {
+        char sz[41];
+
+        sprintf(sz, "gnubg-OS-%02d-15-1-0-1xxxxxxxxxxxxxxxxxxx\n", nPoints);
+        fputs(sz, outfile);
+    }
+
+
+    for (i = 0; i < n; ++i) {
+
+        if (i)
+            NDBearoff(i, nPoints, ar, &h, pbc);
+        else
+            ar[0] = ar[1] = ar[2] = ar[3] = 0.0f;
+
+        for (j = 0; j < 4; ++j)
+            WriteFloat(ar[j], outfile);
+
+        XhashAdd(&h, i, ar, 16);
+        if (!(i % 100) && fTTY)
+            g_printerr("%d/%d\r", i, n);
+
+    }
+    putc('\n', stderr);
+    XhashStatus(&h);
+
+    XhashDestroy(&h);
+
+}
+
+
+static short int
+CubeEquity(const short int siND, const short int siDT, const short int siDP)
+{
+
+    if (2 * siDT >= siND && siDP >= siND) {
+        /* it's a double */
+
+        if (2 * siDT >= siDP)
+            /* double, pass */
+            return siDP;
+        else
+            /* double, take */
+            return (short int) (2 * siDT);
+
+    } else
+        /* no double */
+
+        return siND;
+
+}
+
+static int
+CalcPosition(const int i, const int j, const int n)
+{
+
+    int k;
+
+    if (i + j < n)
+        k = (i + j) * (i + j + 1) / 2 + j;
+    else
+        k = n * n - CalcPosition(n - 1 - i, n - 1 - j, n - 1) - 1;
+
+#if 0
+    if (n == 6) {
+        g_printerr("%2d ", k);
+        if (j == n - 1)
+            g_printerr("\n");
+    }
+#endif
+
+    return k;
+
+}
+
+
+
+static void
+TSLookup(const int nUs, const int nThem,
+         const int UNUSED(nTSP), const int UNUSED(nTSC),
+         short int arEquity[4], const int n, const int fCubeful, FILE * pfTmp)
+{
+
+    int iPos = CalcPosition(nUs, nThem, n);
+    unsigned char ac[8];
+    int i;
+
+    /* seek to position */
+
+    if (fseek(pfTmp, iPos * (fCubeful ? 8 : 2), SEEK_SET) < 0) {
+        perror("temporary file");
+        exit(-1);
+    }
+
+    if (fread(ac, 1, 8, pfTmp) < 8) {
+        if (errno)
+            perror("temporary file");
+        else
+            g_printerr(_("Error reading temporary file\n"));
+        exit(-1);
+    }
+
+    /* re-position at EOF */
+
+    if (fseek(pfTmp, 0L, SEEK_END) < 0) {
+        perror("temporary file");
+        exit(-1);
+    }
+
+    for (i = 0; i < (fCubeful ? 4 : 1); ++i)
+        arEquity[i] = (unsigned short) ((ac[2 * i] | ac[2 * i + 1] << 8) - 0x8000);
+
+    ++cLookup;
+
+}
+
+
+/*
+ * Calculate exact equity for position.
+ *
+ * We store the equity in two bytes:
+ * 0x0000 meaning equity=-1 and 0xFFFF meaning equity=+1.
+ *
+ */
+
+
+static void
+BearOff2(int nUs, int nThem,
+         const int nTSP, const int nTSC,
+         short int asiEquity[4], const int n, const int fCubeful, xhash * ph, bearoffcontext * pbc, FILE * pfTmp)
+{
+
+    int j, anRoll[2];
+    unsigned int i;
+    TanBoard anBoard, anBoardTemp;
+    movelist ml;
+#if !defined(G_DISABLE_ASSERT)
+    int aiBest[4];
+#endif
+    int asiBest[4];
+    int aiTotal[4];
+    short int k;
+    short int *psij;
+    short int asij[4];
+    const short int EQUITY_P1 = 0x7FFF;
+    const short int EQUITY_M1 = ~EQUITY_P1;
+
+    if (!nUs) {
+
+        /* we have won */
+        asiEquity[0] = asiEquity[1] = asiEquity[2] = asiEquity[3] = EQUITY_P1;
+        return;
+
+    }
+
+    if (!nThem) {
+
+        /* we have lost */
+        asiEquity[0] = asiEquity[1] = asiEquity[2] = asiEquity[3] = EQUITY_M1;
+        return;
+
+    }
+
+    PositionFromBearoff(anBoard[0], nThem, nTSP, nTSC);
+    PositionFromBearoff(anBoard[1], nUs, nTSP, nTSC);
+
+    for (i = nTSP; i < 25; i++)
+        anBoard[1][i] = anBoard[0][i] = 0;
+
+    /* look for position in bearoff file */
+
+    if (pbc && isBearoff(pbc, (ConstTanBoard) anBoard)) {
+        unsigned short int nUsL = (unsigned short) PositionBearoff(anBoard[1], pbc->nPoints, pbc->nChequers);
+        unsigned short int nThemL = (unsigned short) PositionBearoff(anBoard[0], pbc->nPoints, pbc->nChequers);
+        int nL = Combination(pbc->nPoints + pbc->nChequers, pbc->nPoints);
+        unsigned int iPos = nUsL * nL + nThemL;
+        unsigned short int aus[4];
+
+        BearoffCubeful(pbc, iPos, NULL, aus);
+
+        for (i = 0; i < 4; ++i)
+            asiEquity[i] = (short int) (aus[i] - 0x8000);
+
+        return;
+    }
+
+    aiTotal[0] = aiTotal[1] = aiTotal[2] = aiTotal[3] = 0;
+
+    for (anRoll[0] = 1; anRoll[0] <= 6; anRoll[0]++)
+        for (anRoll[1] = 1; anRoll[1] <= anRoll[0]; anRoll[1]++) {
+            GenerateMoves(&ml, (ConstTanBoard) anBoard, anRoll[0], anRoll[1], FALSE);
+
+            asiBest[0] = asiBest[1] = asiBest[2] = asiBest[3] = -0xFFFF;
+#if !defined(G_DISABLE_ASSERT)
+            aiBest[0] = aiBest[1] = aiBest[2] = aiBest[3] = -1;
+#endif
+
+            for (i = 0; i < ml.cMoves; i++) {
+                PositionFromKey(anBoardTemp, &ml.amMoves[i].key);
+
+                j = PositionBearoff(anBoardTemp[1], nTSP, nTSC);
+
+                g_assert(j >= 0);
+                g_assert(j < nUs);
+
+                if (!nThem) {
+                    asij[0] = asij[1] = asij[2] = asij[3] = EQUITY_P1;
+                } else if (!j) {
+                    asij[0] = asij[1] = asij[2] = asij[3] = EQUITY_M1;
+                }
+                if (!(psij = XhashLookup(ph, n * nThem + j))) {
+                    /* lookup in file */
+                    psij = asij;
+                    TSLookup(nThem, j, nTSP, nTSC, psij, n, fCubeful, pfTmp);
+                    XhashAdd(ph, n * nThem + j, psij, fCubeful ? 8 : 2);
+                }
+
+                /* cubeless */
+
+                if (psij[0] < -asiBest[0]) {
+#if !defined(G_DISABLE_ASSERT)
+                    aiBest[0] = j;
+#endif
+                    asiBest[0] = ~psij[0];
+                }
+
+                if (fCubeful) {
+
+                    /* I own cube:
+                     * from opponent's view he doesn't own cube */
+
+                    if (psij[3] < -asiBest[1]) {
+#if !defined(G_DISABLE_ASSERT)
+                        aiBest[1] = j;
+#endif
+                        asiBest[1] = ~psij[3];
+                    }
+
+                    /* Centered cube (so centered for opponent too) */
+
+                    k = CubeEquity(psij[2], psij[3], EQUITY_P1);
+                    if (~k > asiBest[2]) {
+#if !defined(G_DISABLE_ASSERT)
+                        aiBest[2] = j;
+#endif
+                        asiBest[2] = ~k;
+                    }
+
+                    /* Opponent owns cube:
+                     * from opponent's view he owns cube */
+
+                    k = CubeEquity(psij[1], psij[3], EQUITY_P1);
+                    if (~k > asiBest[3]) {
+#if !defined(G_DISABLE_ASSERT)
+                        aiBest[3] = j;
+#endif
+                        asiBest[3] = ~k;
+                    }
+
+                }
+
+            }
+
+            g_assert(aiBest[0] >= 0);
+            g_assert(!fCubeful || aiBest[1] >= 0);
+            g_assert(!fCubeful || aiBest[2] >= 0);
+            g_assert(!fCubeful || aiBest[3] >= 0);
+
+            if (anRoll[0] == anRoll[1])
+                for (k = 0; k < (fCubeful ? 4 : 1); ++k)
+                    aiTotal[k] += asiBest[k];
+            else
+                for (k = 0; k < (fCubeful ? 4 : 1); ++k)
+                    aiTotal[k] += 2 * asiBest[k];
+
+        }
+
+    /* final equities */
+    for (k = 0; k < (fCubeful ? 4 : 1); ++k)
+        asiEquity[k] = (short) (aiTotal[k] / 36);
+
+}
+
+
+
+static void
+WriteEquity(FILE * pf, const short int si)
+{
+
+    unsigned short int us = (unsigned short int) (si + 0x8000);
+
+    putc(us & 0xFF, pf);
+    putc((us >> 8) & 0xFF, pf);
+
+}
+
+static void
+generate_ts(const int nTSP, const int nTSC,
+            const int fHeader, const int fCubeful, const int nHashSize, bearoffcontext * pbc, FILE * output)
+{
+
+    int i, j, k;
+    int iPos;
+    int n;
+    short int asiEquity[4];
+    xhash h;
+    FILE *pfTmp;
+    unsigned char ac[8];
+    char *tmpfile;
+    int fTTY = isatty(STDERR_FILENO);
+
+    pfTmp = GetTemporaryFile(NULL, &tmpfile);
+    if (pfTmp == NULL) {
+        g_printerr(_("Error creating temporary file\n"));
+        exit(2);
+    }
+
+    /* initialise xhash */
+
+    if (XhashCreate(&h, nHashSize / (fCubeful ? 8 : 2))) {
+        g_printerr(_("Error creating xhash with %d elements\n"), nHashSize / (fCubeful ? 8 : 2));
+        exit(2);
+    }
+
+    XhashStatus(&h);
+
+    /* write header information */
+
+    if (fHeader) {
+        char sz[41];
+        sprintf(sz, "gnubg-TS-%02d-%02d-%1dxxxxxxxxxxxxxxxxxxxxxxx\n", nTSP, nTSC, fCubeful);
+        fputs(sz, output);
+    }
+
+
+    /* generate bearoff database */
+
+    n = Combination(nTSP + nTSC, nTSC);
+    iPos = 0;
+
+
+    /* positions above diagonal */
+
+    for (i = 0; i < n; i++) {
+        for (j = 0; j <= i; j++, ++iPos) {
+
+            BearOff2(i - j, j, nTSP, nTSC, asiEquity, n, fCubeful, &h, pbc, pfTmp);
+
+            for (k = 0; k < (fCubeful ? 4 : 1); ++k)
+                WriteEquity(pfTmp, asiEquity[k]);
+
+            XhashAdd(&h, (i - j) * n + j, asiEquity, fCubeful ? 8 : 2);
+
+        }
+        if (fTTY)
+            g_printerr("%d/%d\r", iPos, n * n);
+    }
+
+    /* positions below diagonal */
+
+    for (i = 0; i < n; i++) {
+        for (j = i + 1; j < n; j++, ++iPos) {
+
+            BearOff2(i + n - j, j, nTSP, nTSC, asiEquity, n, fCubeful, &h, pbc, pfTmp);
+
+            for (k = 0; k < (fCubeful ? 4 : 1); ++k)
+                WriteEquity(pfTmp, asiEquity[k]);
+
+            XhashAdd(&h, (i + n - j) * n + j, asiEquity, fCubeful ? 8 : 2);
+
+        }
+        if (fTTY)
+            g_printerr("%d/%d\r", iPos, n * n);
+    }
+
+    putc('\n', stderr);
+    XhashStatus(&h);
+
+    XhashDestroy(&h);
+
+    /* sort file from ordering:
+     *
+     * 136       123
+     * 258  to   456
+     * 479       789
+     *
+     */
+
+    for (i = 0; i < n; ++i) {
+        for (j = 0; j < n; ++j) {
+            unsigned int count = fCubeful ? 8 : 2;
+
+            k = CalcPosition(i, j, n);
+
+            fseek(pfTmp, count * k, SEEK_SET);
+            if (fread(ac, 1, count, pfTmp) != count || fwrite(ac, 1, count, output) != count) {
+                g_printerr(_("failed to read from or write to database file\n"));
+                exit(3);
+            }
+        }
+
+    }
+
+    fclose(pfTmp);
+
+    g_unlink(tmpfile);
+    g_free(tmpfile);
+
+}
+
+
+extern int
+main(int argc, char **argv)
+{
+    /* static storage for options to keep picky compiler happy */
+    static int nOS = 0;
+    static int fHeader = TRUE;
+    static int fCompress = TRUE;
+    static int fGammon = TRUE;
+    static int nHashSize = 100000000;
+    static int fCubeful = TRUE;
+    static char *szOldBearoff = NULL;
+    static int fND = FALSE;
+    static char *szOutput = NULL;
+    static char *szTwoSided = NULL;
+
+    bearoffcontext *pbc = NULL;
+    FILE *outfile;
+    double r;
+    int nTSP = 0, nTSC = 0;
+
+    GOptionEntry ao[] = {
+        {"two-sided", 't', 0, G_OPTION_ARG_STRING, &szTwoSided,
+         N_("Number of points (P) and number of chequers (C) for two-sided database"), "PxC"},
+        {"one-sided", 'o', 0, G_OPTION_ARG_INT, &nOS,
+         N_("Number of points (P) for one-sided database"), "P"},
+        {"xhash-size", 's', 0, G_OPTION_ARG_INT, &nHashSize,
+         N_("Use cache of size N bytes"), "N"},
+        {"old-bearoff", 'O', 0, G_OPTION_ARG_STRING, &szOldBearoff,
+         N_("Reuse already generated bearoff database \"filename\""), "filename"},
+        {"no-header", 'H', G_OPTION_FLAG_REVERSE, G_OPTION_ARG_NONE, &fHeader,
+         N_("Do not write header"), NULL},
+        {"no-cubeful", 'C', G_OPTION_FLAG_REVERSE, G_OPTION_ARG_NONE, &fCubeful,
+         N_("Do not calculate cubeful equities for two-sided databases"), NULL},
+        {"no-compress", 'c', G_OPTION_FLAG_REVERSE, G_OPTION_ARG_NONE, &fCompress,
+         N_("Do not use compression scheme for one-sided databases"), NULL},
+        {"no-gammon", 'g', G_OPTION_FLAG_REVERSE, G_OPTION_ARG_NONE, &fGammon,
+         N_("Do not include gammon distribution for one-sided databases"), NULL},
+        {"normal-dist", 'n', 0, G_OPTION_ARG_NONE, &fND,
+         N_("Approximate one-sided bearoff database with normal distributions"), NULL},
+        {"outfile", 'f', 0, G_OPTION_ARG_STRING, &szOutput,
+         N_("Required output filename"), "filename"},
+        {NULL, 0, 0, (GOptionArg) 0, NULL, NULL, NULL}
+    };
+
+    GError *error = NULL;
+    GOptionContext *context;
+
+    /* i18n */
+
+    MT_InitThreads();
+    setlocale(LC_ALL, "");
+    bindtextdomain(PACKAGE, LOCALEDIR);
+    textdomain(PACKAGE);
+
+    g_set_printerr_handler(print_utf8_to_locale);
+
+    context = g_option_context_new(NULL);
+    g_option_context_add_main_entries(context, ao, PACKAGE);
+    g_option_context_parse(context, &argc, &argv, &error);
+    g_option_context_free(context);
+    if (error) {
+        g_printerr("%s\n", error->message);
+        exit(EXIT_FAILURE);
+    }
+
+    if (szTwoSided)
+        sscanf(szTwoSided, "%2dx%2d", &nTSP, &nTSC);
+
+    if (!szOutput) {
+        g_printerr(_("Required argument -f missing\n"));
+        exit(EXIT_FAILURE);
+    }
+
+    if (!(outfile = g_fopen(szOutput, "w+b"))) {
+        perror(szOutput);
+        return EXIT_FAILURE;
+    }
+
+    /* one sided database */
+
+    if (nOS) {
+
+        if (nOS > 13) {
+            g_printerr(_("Size of one-sided bearoff database should be at most 13 points\n"));
+            exit(2);
+        }
+        g_printerr("%-37s\n", _("One-sided database"));
+        g_printerr("%-37s: %12d\n", _("Number of points"), nOS);
+        g_printerr("%-37s: %12d\n", _("Number of chequers"), 15);
+        g_printerr("%-37s: %12u\n", _("Number of positions"), Combination(nOS + 15, nOS));
+        g_printerr("%-37s: %12s\n", _("Approximate by normal distribution"), fND ? _("yes") : _("no"));
+        g_printerr("%-37s: %12s\n", _("Include gammon distributions"), fGammon ? _("yes") : _("no"));
+        g_printerr("%-37s: %12s\n", _("Use compression scheme"), fCompress ? _("yes") : _("no"));
+        g_printerr("%-37s: %12s\n", _("Write header"), fHeader ? _("yes") : _("no"));
+        g_printerr("%-37s: %12d\n", _("Size of cache"), nHashSize);
+        g_printerr("%-37s: %12s %s\n", _("Reuse old bearoff database"), szOldBearoff ? _("yes") : _("no"),
+                szOldBearoff ? szOldBearoff : "");
+
+        if (fND) {
+            r = Combination(nOS + 15, nOS) * 16.0;
+            g_printerr("%-37s: %.0f (%.1f MB)\n", _("Size of database"), r, r / 1048576.0);
+        } else {
+            r = (float) Combination(nOS + 15, nOS) * (fGammon ? 128.0f : 64.0f);
+            g_printerr("%-37s: %.0f (%.1f MB)\n", _("Size of database (uncompressed)"), r, r / 1048576.0);
+            if (fCompress) {
+                r = (float) Combination(nOS + 15, nOS) * (fGammon ? 32.0f : 16.0f);
+                g_printerr("%-37s: %.0f (%.1f MB)\n", _("Estimated size of compressed db"), r, r / 1048576.0);
+            }
+        }
+
+        if (szOldBearoff && !(pbc = BearoffInit(szOldBearoff, BO_NONE, NULL))) {
+            g_printerr(_("Error initialising old bearoff database!\n"));
+            exit(2);
+        }
+
+        /* bearoff database must be of the same kind as the request one-sided
+         * database */
+
+        if (pbc && (pbc->bt != BEAROFF_ONESIDED || pbc->fND != fND || pbc->fGammon < fGammon)) {
+            g_printerr(_("The old database is not of the same kind as the" " requested database\n"));
+            exit(2);
+        }
+
+        if (fND) {
+            generate_nd(nOS, nHashSize, fHeader, pbc, outfile);
+        } else {
+            generate_os(nOS, fHeader, fCompress, fGammon, nHashSize, pbc, outfile);
+        }
+
+        BearoffClose(pbc);
+
+        g_printerr(_("Number of re-reads while generating: %ld\n"), cLookup);
+    }
+
+    /*
+     * Two-sided database
+     */
+
+    if (nTSC && nTSP) {
+
+        int n = Combination(nTSP + nTSC, nTSC);
+
+        if (nTSC > 11) {
+            g_printerr(_("Size of two-sided bearoff database must be at most 11 chequers\n"));
+            exit(2);
+        }
+
+        r = n;
+        r = r * r * (fCubeful ? 8.0 : 2.0);
+        g_printerr("%-37s\n", _("Two-sided database:\n"));
+        g_printerr("%-37s: %12d\n", _("Number of points"), nTSP);
+        g_printerr("%-37s: %12d\n", _("Number of chequers"), nTSC);
+        g_printerr("%-37s: %12s\n", _("Calculate equities"),
+                fCubeful ? _("cubeless and cubeful") : _("cubeless only"));
+        g_printerr("%-37s: %12s\n", _("Write header"), fHeader ? _("yes") : _("no"));
+        g_printerr("%-37s: %12d\n", _("Number of one-sided positions"), n);
+        g_printerr("%-37s: %12d\n", _("Total number of positions"), n * n);
+        g_printerr("%-37s: %.0f %s (%.1f MB)\n", _("Size of resulting file"), r, _("bytes"), r / 1048576.0);
+        g_printerr("%-37s: %12d\n", _("Size of xhash"), nHashSize);
+        g_printerr("%-37s: %12s %s\n", _("Reuse old bearoff database"), szOldBearoff ? _("yes") : _("no"),
+                szOldBearoff ? szOldBearoff : "");
+        /* initialise old bearoff database */
+        if (szOldBearoff && !(pbc = BearoffInit(szOldBearoff, BO_NONE, NULL))) {
+            g_printerr(_("Error initialising old bearoff database!\n"));
+            exit(2);
+        }
+
+        /* bearoff database must be of the same kind as the request one-sided
+         * database */
+
+        if (pbc && (pbc->bt != BEAROFF_TWOSIDED || pbc->fCubeful != fCubeful)) {
+            g_printerr(_("The old database is not of the same kind as the" " requested database\n"));
+            exit(2);
+        }
+
+        generate_ts(nTSP, nTSC, fHeader, fCubeful, nHashSize, pbc, outfile);
+
+        /* close old bearoff database */
+
+        BearoffClose(pbc);
+
+        g_printerr(_("Number of re-reads while generating: %ld\n"), cLookup);
+
+    }
+
+    fclose(outfile);
+    return 0;
+
+}
diff --git a/engine/gnubg/makeweights.c b/engine/gnubg/makeweights.c
new file mode 100644
index 0000000..69b4363
--- /dev/null
+++ b/engine/gnubg/makeweights.c
@@ -0,0 +1,124 @@
+/*
+ * Copyright (C) 2000-2001 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2002-2019 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: makeweights.c,v 1.31 2022/02/02 22:04:12 plm Exp $
+ */
+
+#include "config.h"
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <glib/gi18n.h>
+#include <glib/gstdio.h>
+#include <locale.h>
+
+#include "eval.h"               /* for WEIGHTS_VERSION */
+#include "output.h"
+
+static void
+usage(char *prog)
+{
+    g_printerr(_("Usage: %s [[-f] outputfile [inputfile]]\n"
+            "  outputfile: Output to file instead of stdout\n"
+            "  inputfile: Input from file instead of stdin\n"), prog);
+    exit(1);
+}
+
+extern int
+main(int argc, /*lint -e{818} */ char *argv[])
+{
+    neuralnet nn;
+    char szFileVersion[16];
+    static float ar[2] = { WEIGHTS_MAGIC_BINARY, WEIGHTS_VERSION_BINARY };
+    int c;
+    FILE *in = stdin, *out = stdout;
+
+    if (!setlocale(LC_ALL, "C") || !bindtextdomain(PACKAGE, LOCALEDIR) || !textdomain(PACKAGE)) {
+        perror("setting locale failed");
+        exit(1);
+    }
+
+    g_set_printerr_handler(print_utf8_to_locale);
+
+    if (argc > 1) {
+        int arg = 1;
+        if (!StrCaseCmp(argv[1], "-f"))
+            arg++;              /* Skip */
+
+        if (argc > arg + 2)
+            usage(argv[0]);
+        if ((out = g_fopen(argv[arg], "wb")) == 0) {
+	    g_printerr(_("Can't open output file"));
+            exit(1);
+        }
+        if (argc == arg + 2) {
+            if ((in = g_fopen(argv[arg + 1], "r")) == 0) {
+	        g_printerr(_("Can't open input file"));
+                exit(1);
+            }
+        }
+    }
+
+    /* generate weights */
+
+    if (fscanf(in, "GNU Backgammon %15s\n", szFileVersion) != 1) {
+        g_printerr(_("%s: invalid weights file\n"), argv[0]);
+        fclose(in);
+        fclose(out);
+        return EXIT_FAILURE;
+    }
+
+    if (StrCaseCmp(szFileVersion, WEIGHTS_VERSION)) {
+        g_printerr(_("%s: incorrect weights version\n"
+                     "(version %s is required, "
+                     "but these weights are %s)\n"), argv[0], WEIGHTS_VERSION, szFileVersion);
+        fclose(in);
+        fclose(out);
+        return EXIT_FAILURE;
+    }
+
+    if (fwrite(ar, sizeof(ar[0]), 2, out) != 2) {
+        g_printerr(_("Failed to write neural net!"));
+        fclose(in);
+        fclose(out);
+        return EXIT_FAILURE;
+    }
+
+    for (c = 0; !feof(in); c++) {
+        if (NeuralNetLoad(&nn, in) == -1) {
+            g_printerr(_("Failed to load neural net!"));
+            fclose(in);
+            fclose(out);
+            return EXIT_FAILURE;
+        }
+        if (NeuralNetSaveBinary(&nn, out) == -1) {
+            g_printerr(_("Failed to save neural net!"));
+            fclose(in);
+            fclose(out);
+            return EXIT_FAILURE;
+        }
+        NeuralNetDestroy(&nn);
+    }
+
+    g_printerr(_("%d nets converted\n"), c);
+
+    fclose(in);
+    fclose(out);
+
+    return EXIT_SUCCESS;
+
+}
diff --git a/engine/gnubg/matchequity.c b/engine/gnubg/matchequity.c
new file mode 100644
index 0000000..d288525
--- /dev/null
+++ b/engine/gnubg/matchequity.c
@@ -0,0 +1,1851 @@
+/*
+ * Copyright (C) 1999-2004 Joern Thyssen <jth@gnubg.org>
+ * Copyright (C) 2000-2016 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#include "config.h"
+
+#include <glib.h>
+#include <glib/gprintf.h>
+#include <stdio.h>
+#include <math.h>
+#include <string.h>
+#include <stdlib.h>
+#include <stdarg.h>
+
+#include "list.h"
+#include "mec.h"
+#include "util.h"
+
+#define GAMMONRATE    0.25
+
+#include "eval.h"
+#include "matchequity.h"
+#include "backgammon.h"
+
+
+typedef struct {
+    char *szName;
+    float value;
+} parameter;
+
+
+typedef struct {
+    char *szName;
+    listOLD lParameters;
+} metparameters;
+
+typedef struct {
+
+    /* Data saved */
+
+    /* Pre crawford MET */
+
+    float aarMET[MAXSCORE][MAXSCORE];
+    metparameters mpPreCrawford;
+
+    /* post-crawford MET */
+
+    float aarMETPostCrawford[2][MAXSCORE];
+    metparameters ampPostCrawford[2];
+
+    /* MET info */
+
+    metinfo mi;
+
+} metdata;
+
+/*
+ * A1 (A2) is the match equity of player 1 (2)
+ * Btilde is the post-crawford match equities.
+ */
+
+float aafMET[MAXSCORE][MAXSCORE];
+float aafMETPostCrawford[2][MAXSCORE];
+
+/* gammon prices (calculated once for efficiency) */
+
+float aaaafGammonPrices[MAXCUBELEVEL]
+    [MAXSCORE][MAXSCORE][4];
+float aaaafGammonPricesPostCrawford[MAXCUBELEVEL]
+    [MAXSCORE][2][4];
+
+
+metinfo miCurrent;
+
+
+/*
+ * Calculate area under normal distribution curve (with mean rMu and 
+ * std.dev rSigma) from rMax to rMin.
+ * 
+ * Input:
+ *   rMin, rMax: upper and lower integral limits
+ *   rMu, rSigma: normal distribution parameters.
+ *
+ * Returns:
+ *  area
+ *
+ */
+
+static float
+NormalDistArea(float rMin, float rMax, float rMu, float rSigma)
+{
+    float rtMin, rtMax;
+    float rInt1, rInt2;
+
+    rtMin = (rMin - rMu) / rSigma;
+    rtMax = (rMax - rMu) / rSigma;
+
+    rInt1 = (erff(rtMin / sqrtf(2)) + 1.0f) / 2.0f;
+    rInt2 = (erff(rtMax / sqrtf(2)) + 1.0f) / 2.0f;
+
+    return rInt2 - rInt1;
+}
+
+
+
+static int
+GetCubePrimeValue(int i, int j, int nCubeValue)
+{
+
+    if ((i < 2 * nCubeValue) && (j >= 2 * nCubeValue))
+
+        /* automatic double */
+
+        return 2 * nCubeValue;
+    else
+        return nCubeValue;
+
+}
+
+
+/*
+ * Calculate post-Crawford match equity table
+ *
+ * Formula taken from Zadeh, Management Science 23, 986 (1977)
+ *
+ * Input:
+ *    rG: gammon rate for trailer
+ *    rFD2: value of free drop at 1-away, 2-away
+ *    rFD4: value of free drop at 1-away, 4-away
+ *    iStart: score where met starts, e.g.
+ *       iStart = 0 : 1-away, 1-away
+ *       iStart = 15: 1-away, 16-away
+ *    
+ *   
+ * Output:
+ *    afMETPostCrawford: post-Crawford match equity table
+ *
+ */
+
+static void
+initPostCrawfordMET(float afMETPostCrawford[MAXSCORE],
+                    const int iStart, const float rG, const float rFD2, const float rFD4)
+{
+
+    int i;
+
+    /*
+     * Calculate post-crawford match equities
+     */
+
+    for (i = iStart; i < MAXSCORE; i++) {
+
+        afMETPostCrawford[i] = rG * 0.5f * ((i - 4 >= 0) ? afMETPostCrawford[i - 4] : 1.0f)
+            + (1.0f - rG) * 0.5f * ((i - 2 >= 0) ? afMETPostCrawford[i - 2] : 1.0f);
+
+        /*"insane post crawford equity" */
+        g_assert(afMETPostCrawford[i] >= 0.0f && afMETPostCrawford[i] <= 1.0f);
+        /*
+         * add 1.5% at 1-away, 2-away for the free drop
+         * add 0.4% at 1-away, 4-away for the free drop
+         */
+
+        if (i == 1)
+            afMETPostCrawford[i] -= rFD2;
+        /*"insane post crawford equity(1)" */
+        g_assert(afMETPostCrawford[i] >= 0.0f && afMETPostCrawford[i] <= 1.0f);
+
+        if (i == 3)
+            afMETPostCrawford[i] -= rFD4;
+        /*"insane post crawford equity(2)" */
+        g_assert(afMETPostCrawford[i] >= 0.0f && afMETPostCrawford[i] <= 1.0f);
+
+    }
+
+
+}
+
+
+/*
+ * Calculate match equity table from Zadeh's formula published
+ * in Management Science 23, 986 (1977)
+ *
+ * Input:
+ *    rG1: gammon rate for leader of match
+ *    rG2: gammon rate for trailer of match
+ *    rDelta, rDeltaBar: parameters in the Zadeh model
+ *      (something to do with cube efficiencies)
+ *    rG3: post-Crawford gammon rate for trailer of match
+ *    afMETPostCrawford: post-Crawford match equity table
+ *
+ * Output:
+ *    aafMET: match equity table
+ *
+ */
+
+static void
+initMETZadeh(float aafMET[MAXSCORE][MAXSCORE],
+             const float afMETPostCrawford[MAXSCORE],
+             const float rG1, const float rG2, const float rDelta, const float rDeltaBar)
+{
+
+    int i, j, k;
+    int nCube;
+    int nCubeValue, nCubePrimeValue;
+
+    /*
+     * D1bar (D2bar) is the equity of player 1 (2) at the drop point
+     * of player 2 (1) assuming dead cubes. 
+     * D1 (D2) is the equity of player 1 (2) at the drop point
+     * of player 2 (1) assuming semiefficient recubes.
+     */
+
+    float aaafD1[MAXSCORE][MAXSCORE][MAXCUBELEVEL];
+    float aaafD2[MAXSCORE][MAXSCORE][MAXCUBELEVEL];
+    float aaafD1bar[MAXSCORE][MAXSCORE][MAXCUBELEVEL];
+    float aaafD2bar[MAXSCORE][MAXSCORE][MAXCUBELEVEL];
+
+
+    /*
+     * Calculate 1-away,n-away match equities
+     */
+
+    for (i = 0; i < MAXSCORE; i++) {
+
+        aafMET[i][0] = rG1 * 0.5f * ((i - 2 >= 0) ? afMETPostCrawford[i - 2] : 1.0f)
+            + (1.0f - rG1) * 0.5f * ((i - 1 >= 0) ? afMETPostCrawford[i - 1] : 1.0f);
+        aafMET[0][i] = 1.0f - aafMET[i][0];
+
+    }
+
+    for (i = 0; i < MAXSCORE; i++) {
+
+        for (j = 0; j <= i; j++) {
+
+            for (nCube = MAXCUBELEVEL - 1; nCube >= 0; nCube--) {
+
+                nCubeValue = 1;
+                for (k = 0; k < nCube; k++)
+                    nCubeValue *= 2;
+
+                /* Calculate D1bar */
+
+                nCubePrimeValue = GetCubePrimeValue(i, j, nCubeValue);
+
+                aaafD1bar[i][j][nCube] = (GET_MET(i - nCubeValue, j, aafMET)
+                                          - rG2 * GET_MET(i, j - 4 * nCubePrimeValue, aafMET)
+                                          - (1.0f - rG2) * GET_MET(i, j - 2 * nCubePrimeValue, aafMET))
+                    / (rG1 * GET_MET(i - 4 * nCubePrimeValue, j, aafMET)
+                       + (1.0f - rG1) * GET_MET(i - 2 * nCubePrimeValue, j, aafMET)
+                       - rG2 * GET_MET(i, j - 4 * nCubePrimeValue, aafMET)
+                       - (1.0f - rG2) * GET_MET(i, j - 2 * nCubePrimeValue, aafMET));
+
+
+
+                if (i != j) {
+
+                    nCubePrimeValue = GetCubePrimeValue(j, i, nCubeValue);
+
+                    aaafD1bar[j][i][nCube] = (GET_MET(j - nCubeValue, i, aafMET)
+                                              - rG2 * GET_MET(j, i - 4 * nCubePrimeValue, aafMET)
+                                              - (1.0f - rG2) * GET_MET(j, i - 2 * nCubePrimeValue, aafMET))
+                        / (rG1 * GET_MET(j - 4 * nCubePrimeValue, i, aafMET)
+                           + (1.0f - rG1) * GET_MET(j - 2 * nCubePrimeValue, i, aafMET)
+                           - rG2 * GET_MET(j, i - 4 * nCubePrimeValue, aafMET)
+                           - (1.0f - rG2) * GET_MET(j, i - 2 * nCubePrimeValue, aafMET));
+
+
+
+                }
+
+                /* Calculate D2bar */
+
+                nCubePrimeValue = GetCubePrimeValue(j, i, nCubeValue);
+
+                aaafD2bar[i][j][nCube] = (GET_MET(j - nCubeValue, i, aafMET)
+                                          - rG2 * GET_MET(j, i - 4 * nCubePrimeValue, aafMET)
+                                          - (1.0f - rG2) * GET_MET(j, i - 2 * nCubePrimeValue, aafMET))
+                    / (rG1 * GET_MET(j - 4 * nCubePrimeValue, i, aafMET)
+                       + (1.0f - rG1) * GET_MET(j - 2 * nCubePrimeValue, i, aafMET)
+                       - rG2 * GET_MET(j, i - 4 * nCubePrimeValue, aafMET)
+                       - (1.0f - rG2) * GET_MET(j, i - 2 * nCubePrimeValue, aafMET));
+
+
+                if (i != j) {
+
+                    nCubePrimeValue = GetCubePrimeValue(i, j, nCubeValue);
+
+                    aaafD2bar[j][i][nCube] = (GET_MET(i - nCubeValue, j, aafMET)
+                                              - rG2 * GET_MET(i, j - 4 * nCubePrimeValue, aafMET)
+                                              - (1.0f - rG2) * GET_MET(i, j - 2 * nCubePrimeValue, aafMET))
+                        / (rG1 * GET_MET(i - 4 * nCubePrimeValue, j, aafMET)
+                           + (1.0f - rG1) * GET_MET(i - 2 * nCubePrimeValue, j, aafMET)
+                           - rG2 * GET_MET(i, j - 4 * nCubePrimeValue, aafMET)
+                           - (1.0f - rG2) * GET_MET(i, j - 2 * nCubePrimeValue, aafMET));
+
+
+
+                }
+
+                /* Calculate D1 */
+
+                if ((i < 2 * nCubeValue) || (j < 2 * nCubeValue)) {
+
+                    aaafD1[i][j][nCube] = aaafD1bar[i][j][nCube];
+                    if (i != j)
+                        aaafD1[j][i][nCube] = aaafD1bar[j][i][nCube];
+
+                } else {
+
+                    aaafD1[i][j][nCube] = 1.0f + (aaafD2[i][j][nCube + 1] + rDelta)
+                        * (aaafD1bar[i][j][nCube] - 1.0f);
+                    if (i != j)
+                        aaafD1[j][i][nCube] = 1.0f + (aaafD2[j][i][nCube + 1] + rDelta)
+                            * (aaafD1bar[j][i][nCube] - 1.0f);
+
+                }
+
+
+                /* Calculate D2 */
+
+                if ((i < 2 * nCubeValue) || (j < 2 * nCubeValue)) {
+
+                    aaafD2[i][j][nCube] = aaafD2bar[i][j][nCube];
+                    if (i != j)
+                        aaafD2[j][i][nCube] = aaafD2bar[j][i][nCube];
+
+                } else {
+
+                    aaafD2[i][j][nCube] = 1.0f + (aaafD1[i][j][nCube + 1] + rDelta)
+                        * (aaafD2bar[i][j][nCube] - 1.0f);
+
+                    if (i != j)
+                        aaafD2[j][i][nCube] = 1.0f + (aaafD1[j][i][nCube + 1] + rDelta)
+                            * (aaafD2bar[j][i][nCube] - 1.0f);
+                }
+
+
+                /* Calculate A1 & A2 */
+
+                if ((nCube == 0) && (i > 0) && (j > 0)) {
+
+                    aafMET[i][j] = ((aaafD2[i][j][0] + rDeltaBar - 0.5f)
+                                    * GET_MET(i - 1, j, aafMET)
+                                    + (aaafD1[i][j][0] + rDeltaBar - 0.5f)
+                                    * GET_MET(i, j - 1, aafMET))
+                        / (aaafD1[i][j][0] + rDeltaBar + aaafD2[i][j][0] + rDeltaBar - 1.0f);
+
+
+                    if (i != j)
+                        aafMET[j][i] = 1.0f - aafMET[i][j];
+
+                }
+
+            }
+
+        }
+
+    }
+
+}
+
+extern int
+GetPoints(float arOutput[5], const cubeinfo * pci, float arCP[2])
+{
+
+    /*
+     * Input:
+     * - arOutput: we need the gammon and backgammon ratios
+     *   (we assume arOutput is evaluate for pci -> fMove)
+     * - anScore: the current score.
+     * - nMatchTo: matchlength
+     * - pci: value of cube, who's turn is it
+     * 
+     *
+     * Output:
+     * - arCP : cash points with live cube
+     * These points are necessary for the linear
+     * interpolation used in cubeless -> cubeful equity 
+     * transformation.
+     */
+
+    /* Match play */
+
+    /* normalize score */
+
+    int i = pci->nMatchTo - pci->anScore[0] - 1;
+    int j = pci->nMatchTo - pci->anScore[1] - 1;
+
+    int nCube = pci->nCube;
+
+    float arCPLive[2][MAXCUBELEVEL];
+    float arCPDead[2][MAXCUBELEVEL];
+    float arG[2], arBG[2];
+
+    float rDP, rRDP, rDTW, rDTL;
+
+    int nDead, n, nMax, nCubeValue, k;
+
+
+    float aarMETResults[2][DTLBP1 + 1];
+
+    /* Gammon and backgammon ratio's. 
+     * Avoid division by zero in extreme cases. */
+
+    if (!pci->fMove) {
+
+        /* arOutput evaluated for player 0 */
+
+        if (arOutput[OUTPUT_WIN] > 0.0f) {
+            arG[0] = (arOutput[OUTPUT_WINGAMMON] - arOutput[OUTPUT_WINBACKGAMMON]) / arOutput[OUTPUT_WIN];
+            arBG[0] = arOutput[OUTPUT_WINBACKGAMMON] / arOutput[OUTPUT_WIN];
+        } else {
+            arG[0] = 0.0;
+            arBG[0] = 0.0;
+        }
+
+        if (arOutput[OUTPUT_WIN] < 1.0f) {
+            arG[1] = (arOutput[OUTPUT_LOSEGAMMON] - arOutput[OUTPUT_LOSEBACKGAMMON]) / (1.0f - arOutput[OUTPUT_WIN]);
+            arBG[1] = arOutput[OUTPUT_LOSEBACKGAMMON] / (1.0f - arOutput[OUTPUT_WIN]);
+        } else {
+            arG[1] = 0.0;
+            arBG[1] = 0.0;
+        }
+
+    } else {
+
+        /* arOutput evaluated for player 1 */
+
+        if (arOutput[OUTPUT_WIN] > 0.0f) {
+            arG[1] = (arOutput[OUTPUT_WINGAMMON] - arOutput[OUTPUT_WINBACKGAMMON]) / arOutput[OUTPUT_WIN];
+            arBG[1] = arOutput[OUTPUT_WINBACKGAMMON] / arOutput[OUTPUT_WIN];
+        } else {
+            arG[1] = 0.0;
+            arBG[1] = 0.0;
+        }
+
+        if (arOutput[OUTPUT_WIN] < 1.0f) {
+            arG[0] = (arOutput[OUTPUT_LOSEGAMMON] - arOutput[OUTPUT_LOSEBACKGAMMON]) / (1.0f - arOutput[OUTPUT_WIN]);
+            arBG[0] = arOutput[OUTPUT_LOSEBACKGAMMON] / (1.0f - arOutput[OUTPUT_WIN]);
+        } else {
+            arG[0] = 0.0;
+            arBG[0] = 0.0;
+        }
+    }
+
+    /* Find out what value the cube has when you or your
+     * opponent give a dead cube. */
+
+    nDead = nCube;
+    nMax = 0;
+
+    while ((i >= 2 * nDead) && (j >= 2 * nDead)) {
+        nMax++;
+        nDead *= 2;
+    }
+
+    for (nCubeValue = nDead, n = nMax; n >= 0; nCubeValue >>= 1, n--) {
+
+        /* Calculate dead and live cube cash points.
+         * See notes by me (Joern Thyssen) available from the
+         * 'doc' directory.  (FIXME: write notes :-) ) */
+
+        /* Even though it's a dead cube we take account of the opponents
+         * automatic redouble. */
+
+        /* Dead cube cash point for player 0 */
+
+        getMEMultiple(pci->anScore[0], pci->anScore[1], pci->nMatchTo, nCubeValue, GetCubePrimeValue(i, j, nCubeValue), /* 0 */
+                      GetCubePrimeValue(j, i, nCubeValue),      /* 1 */
+                      pci->fCrawford, aafMET, aafMETPostCrawford, aarMETResults[0], aarMETResults[1]);
+
+        for (k = 0; k < 2; k++) {
+
+
+
+            /* Live cube cash point for player */
+
+            if ((i < 2 * nCubeValue) || (j < 2 * nCubeValue)) {
+
+                rDTL = (1.0f - arG[!k] - arBG[!k]) * aarMETResults[k][k ? DTLP1 : DTLP0]
+                    + arG[!k] * aarMETResults[k][k ? DTLGP1 : DTLGP0]
+                    + arBG[!k] * aarMETResults[k][k ? DTLBP1 : DTLBP0];
+
+
+                rDP = aarMETResults[k][DP];
+
+                rDTW = (1.0f - arG[k] - arBG[k]) * aarMETResults[k][k ? DTWP1 : DTWP0]
+                    + arG[k] * aarMETResults[k][k ? DTWGP1 : DTWGP0]
+                    + arBG[k] * aarMETResults[k][k ? DTWBP1 : DTWBP0];
+
+                arCPDead[k][n] = (rDTL - rDP) / (rDTL - rDTW);
+
+                /* The doubled cube is going to be dead */
+                arCPLive[k][n] = arCPDead[k][n];
+
+            } else {
+
+                /* Doubled cube is alive */
+
+                /* redouble, pass */
+                rRDP = aarMETResults[k][DTL];
+
+                /* double, pass */
+                rDP = aarMETResults[k][DP];
+
+                /* double, take win */
+
+                rDTW = (1.0f - arG[k] - arBG[k]) * aarMETResults[k][DTW]
+                    + arG[k] * aarMETResults[k][DTWG]
+                    + arBG[k] * aarMETResults[k][DTWB];
+
+                arCPLive[k][n] = 1.0f - arCPLive[!k][n + 1] * (rDP - rDTW) / (rRDP - rDTW);
+
+            }
+
+        }                       /* loop k */
+
+    }
+
+    /* return cash point for current cube level */
+
+    arCP[0] = arCPLive[0][0];
+    arCP[1] = arCPLive[1][0];
+
+#if 0
+    for (n = nMax; n >= 0; n--) {
+
+        printf("Cube %i\n"
+               "Dead cube:    cash point 0 %6.3f\n"
+               "              cash point 1 %6.3f\n"
+               "Live cube:    cash point 0 %6.3f\n"
+               "              cash point 1 %6.3f\n\n",
+               n, arCPDead[0][n], arCPDead[1][n], arCPLive[0][n], arCPLive[1][n]);
+
+    }
+#endif
+
+    return 0;
+
+}
+
+extern float
+GetDoublePointDeadCube(float arOutput[5], cubeinfo * pci)
+{
+    /*
+     * Calculate double point for dead cubes
+     */
+
+    int player = pci->fMove;
+
+    if (!pci->nMatchTo) {
+
+        /* Use Rick Janowski's formulas
+         * [insert proper reference here] */
+
+        float rW, rL;
+
+        if (arOutput[0] > 0.0f)
+            rW = 1.0f + (arOutput[1] + arOutput[2]) / arOutput[0];
+        else
+            rW = 1.0f;
+
+        if (arOutput[0] < 1.0f)
+            rL = 1.0f + (arOutput[3] + arOutput[4]) / (1.0f - arOutput[0]);
+        else
+            rL = 1.0f;
+
+        if (pci->fCubeOwner == -1 && pci->fJacoby) {
+
+            /* centered cube */
+
+            if (pci->fBeavers) {
+                return (rL - 0.25f) / (rW + rL - 0.5f);
+            } else {
+                return (rL - 0.5f) / (rW + rL - 1.0f);
+            }
+        } else {
+
+            /* redoubles or Jacoby rule not in effect */
+
+            return rL / (rL + rW);
+        }
+
+    } else {
+
+        /* Match play */
+
+        float aarMETResults[2][DTLBP1 + 1];
+
+        /* normalize score */
+
+        float rG1, rBG1, rG2, rBG2, rDTW, rNDW, rDTL, rNDL;
+        float rRisk, rGain;
+
+        /* FIXME: avoid division by zero */
+        if (arOutput[OUTPUT_WIN] > 0.0f) {
+            rG1 = (arOutput[OUTPUT_WINGAMMON] - arOutput[OUTPUT_WINBACKGAMMON]) / arOutput[OUTPUT_WIN];
+            rBG1 = arOutput[OUTPUT_WINBACKGAMMON] / arOutput[OUTPUT_WIN];
+        } else {
+            rG1 = 0.0;
+            rBG1 = 0.0;
+        }
+
+        if (arOutput[OUTPUT_WIN] < 1.0f) {
+            rG2 = (arOutput[OUTPUT_LOSEGAMMON] - arOutput[OUTPUT_LOSEBACKGAMMON]) / (1.0f - arOutput[OUTPUT_WIN]);
+            rBG2 = arOutput[OUTPUT_LOSEBACKGAMMON] / (1.0f - arOutput[OUTPUT_WIN]);
+        } else {
+            rG2 = 0.0;
+            rBG2 = 0.0;
+        }
+
+        getMEMultiple(pci->anScore[0], pci->anScore[1], pci->nMatchTo,
+                      pci->nCube, -1, -1,
+                      pci->fCrawford, aafMET, aafMETPostCrawford, aarMETResults[0], aarMETResults[1]);
+
+        /* double point */
+
+        /* double point */
+
+        rDTW = (1.0f - rG1 - rBG1) * aarMETResults[player][DTW]
+            + rG1 * aarMETResults[player][DTWG]
+            + rBG1 * aarMETResults[player][DTWB];
+
+        rNDW = (1.0f - rG1 - rBG1) * aarMETResults[player][NDW]
+            + rG1 * aarMETResults[player][NDWG]
+            + rBG1 * aarMETResults[player][NDWB];
+
+        rDTL = (1.0f - rG2 - rBG2) * aarMETResults[player][DTL]
+            + rG2 * aarMETResults[player][DTLG]
+            + rBG2 * aarMETResults[player][DTLB];
+
+        rNDL = (1.0f - rG2 - rBG2) * aarMETResults[player][NDL]
+            + rG2 * aarMETResults[player][NDLG]
+            + rBG2 * aarMETResults[player][NDLB];
+
+        /* risk & gain */
+
+        rRisk = rNDL - rDTL;
+        rGain = rDTW - rNDW;
+
+        return (rRisk == 0.0f) ? 0.0f : rRisk / (rRisk + rGain);
+
+    }
+
+}
+
+/* 
+ * Extend match equity table to MAXSCORE using
+ * David Montgomery's extension algorithm. The formula
+ * is independent of the values for score < nMaxScore.
+ *
+ * Input:
+ *    nMaxScore: the length of the native met
+ *    aarMET: the match equity table for scores below nMaxScore
+ *
+ * Output:
+ *    aarMET: the match equity table for scores up to MAXSCORE.
+ *
+ */
+
+static void
+ExtendMET(float aarMET[MAXSCORE][MAXSCORE], const int nMaxScore)
+{
+
+    static const float arStddevTable[] =
+        { 0, 1.24f, 1.27f, 1.47f, 1.50f, 1.60f, 1.61f, 1.66f, 1.68f, 1.70f, 1.72f, 1.77f };
+
+    float rStddev0, rStddev1, rGames, rSigma;
+    int i, j;
+
+    /* Extend match equity table */
+    for (i = nMaxScore; i < MAXSCORE; i++) {
+
+        int nScore0 = i + 1;
+
+        if (nScore0 > 10)
+            rStddev0 = 1.77f;
+        else
+            rStddev0 = arStddevTable[nScore0];
+
+        for (j = 0; j <= i; j++) {
+
+            int nScore1 = j + 1;
+
+            rGames = (float)(nScore0 + nScore1) / 2.0f;
+
+            if (nScore1 > 10)
+                rStddev1 = 1.77f;
+            else
+                rStddev1 = arStddevTable[nScore1];
+
+            rSigma = sqrtf(rStddev0 * rStddev0 + rStddev1 * rStddev1) * sqrtf(rGames);
+
+            if (6.0f * rSigma > (float) (nScore0 - nScore1))
+                aarMET[i][j] = NormalDistArea((float) (nScore0 - nScore1), 6.0f * rSigma, 0.0f, rSigma);
+            else
+                aarMET[i][j] = 0.0f;
+        }
+    }
+
+    /* Generate j > i part of MET */
+
+    for (i = 0; i < MAXSCORE; i++)
+        for (j = ((i < nMaxScore) ? nMaxScore : i + 1); j < MAXSCORE; j++)
+            aarMET[i][j] = 1.0f - aarMET[j][i];
+
+}
+
+
+static void
+initMP(metparameters * pmp)
+{
+
+    pmp->szName = NULL;
+    ListCreate(&pmp->lParameters);
+
+}
+
+
+static void
+initMD(metdata * pmd)
+{
+
+    int i;
+
+    pmd->mi.szName = NULL;
+    pmd->mi.szFileName = NULL;
+    pmd->mi.szDescription = NULL;
+
+    initMP(&pmd->mpPreCrawford);
+
+    for (i = 0; i < 2; i++)
+        initMP(&pmd->ampPostCrawford[i]);
+
+}
+
+
+static void
+freeP(parameter * pp)
+{
+
+    g_free(pp->szName);
+    g_free(pp);
+
+}
+
+
+static void
+freeMP(metparameters * pmp)
+{
+
+    listOLD *pl;
+
+    g_free(pmp->szName);
+
+    pl = &pmp->lParameters;
+
+    while (pl->plNext != pl) {
+
+        freeP(pl->plNext->p);
+        ListDelete(pl->plNext);
+
+    }
+
+}
+
+
+static void
+getDefaultMET(metdata * pmd)
+{
+
+    int i, j;
+    parameter *pp;
+
+    static parameter apPreCrawford[] = { {"gammon-rate-leader", 0.25f},
+    {"gammon-rate-trailer", 0.15f},
+    {"delta", 0.08f},
+    {"deltebar", 0.06f}
+    };
+
+    static parameter apPostCrawford[] = { {"gammon-rate-trailer", 0.25f},
+    {"free-drop-2-away", 0.015f},
+    {"free-drop-4-away", 0.004f}
+    };
+
+    /* Setup default met */
+
+    initMD(pmd);
+
+    for (i = 0; i < 4; i++) {
+        pp = (parameter *) g_malloc(sizeof(parameter));
+        pp->szName = g_strdup(apPreCrawford[i].szName);
+        pp->value = apPreCrawford[i].value;
+        ListInsert(&pmd->mpPreCrawford.lParameters, pp);
+    }
+
+    for (j = 0; j < 2; j++) {
+        for (i = 0; i < 3; i++) {
+            pp = (parameter *) g_malloc(sizeof(parameter));
+            pp->szName = g_strdup(apPostCrawford[i].szName);
+            pp->value = apPostCrawford[i].value;
+            ListInsert(&pmd->ampPostCrawford[j].lParameters, pp);
+        }
+        pmd->ampPostCrawford[j].szName = g_strdup("zadeh");
+    }
+
+    pmd->mpPreCrawford.szName = g_strdup("zadeh");
+
+    pmd->mi.szName = g_strdup("N. Zadeh, Management Science 23, 986 (1977)");
+    pmd->mi.szFileName = g_strdup("met/zadeh.xml");
+    pmd->mi.szDescription = g_strdup("");
+    pmd->mi.nLength = MAXSCORE;
+
+}
+
+
+static int
+initMETFromParameters(float aafMET[MAXSCORE][MAXSCORE], float aafMETPostCrawford[2][MAXSCORE], metparameters * pmp)
+{
+
+    if (!strcmp((char *) pmp->szName, "mec")) {
+
+        float rG = 0.15f;
+        float rWR = 0.5f;
+        listOLD *pl;
+        parameter *pp;
+
+        /* 
+         */
+
+        /* obtain parameters */
+
+        for (pl = pmp->lParameters.plNext; pl != &pmp->lParameters; pl = pl->plNext) {
+
+            pp = pl->p;
+
+            if (!strcmp((char *) pp->szName, "gammon-rate"))
+                rG = pp->value;
+            else if (!strcmp((char *) pp->szName, "win-rate"))
+                rWR = pp->value;
+
+        }
+
+        /* calculate table */
+
+        mec(rG, rWR, aafMETPostCrawford, aafMET);
+
+        return 0;
+
+    } else if (!strcmp((char *) pmp->szName, "zadeh")) {
+
+        float rG1 = 0.25f;
+        float rG2 = 0.15f;
+        float rDelta = 0.08f;
+        float rDeltaBar = 0.06f;
+        listOLD *pl;
+        parameter *pp;
+
+        /* 
+         * Use Zadeh's formulae 
+         */
+
+        /* obtain parameters */
+
+        for (pl = pmp->lParameters.plNext; pl != &pmp->lParameters; pl = pl->plNext) {
+
+            pp = pl->p;
+
+            if (!strcmp((char *) pp->szName, "gammon-rate-leader"))
+                rG1 = pp->value;
+            else if (!strcmp((char *) pp->szName, "gammon-rate-trailer"))
+                rG2 = pp->value;
+            else if (!strcmp((char *) pp->szName, "delta"))
+                rDelta = pp->value;
+            else if (!strcmp((char *) pp->szName, "delta-bar"))
+                rDeltaBar = pp->value;
+
+        }
+
+        /* calculate table */
+
+        initMETZadeh(aafMET, aafMETPostCrawford[0], rG1, rG2, rDelta, rDeltaBar);
+        return 0;
+
+    } else {
+
+        /* unknown type */
+
+        return -1;
+
+    }
+
+
+}
+
+
+static int
+initPostCrawfordMETFromParameters(float afMETPostCrawford[MAXSCORE], metparameters * pmp)
+{
+
+    if (!strcmp((char *) pmp->szName, "zadeh")) {
+
+        float rG = 0.25f;
+        float rFD2 = 0.015f;
+        float rFD4 = 0.004f;
+        listOLD *pl;
+        parameter *pp;
+
+        /* 
+         * Use Zadeh's formulae 
+         */
+
+        /* obtain parameters */
+
+        for (pl = pmp->lParameters.plNext; pl != &pmp->lParameters; pl = pl->plNext) {
+
+            pp = pl->p;
+
+            if (!strcmp((char *) pp->szName, "gammon-rate-trailer"))
+                rG = pp->value;
+            else if (!strcmp((char *) pp->szName, "free-drop-2-away"))
+                rFD2 = pp->value;
+            else if (!strcmp((char *) pp->szName, "free-drop-4-away"))
+                rFD4 = pp->value;
+
+        }
+
+        /* calculate table */
+
+        initPostCrawfordMET(afMETPostCrawford, 0, rG, rFD2, rFD4);
+        return 0;
+
+    } else if (!strcmp((char *) pmp->szName, "mec")) {
+
+        float rG = 0.25f;
+        float rFD2 = 0.015f;
+        float rFD4 = 0.004f;
+        float rWR = 0.5f;
+        listOLD *pl;
+        parameter *pp;
+
+        /* obtain parameters */
+
+        for (pl = pmp->lParameters.plNext; pl != &pmp->lParameters; pl = pl->plNext) {
+
+            pp = pl->p;
+
+            if (!strcmp((char *) pp->szName, "gammon-rate"))
+                rG = pp->value;
+            else if (!strcmp((char *) pp->szName, "free-drop-2-away"))
+                rFD2 = pp->value;
+            else if (!strcmp((char *) pp->szName, "free-drop-4-away"))
+                rFD4 = pp->value;
+            else if (!strcmp((char *) pp->szName, "win-rate"))
+                rWR = pp->value;
+
+        }
+
+        /* calculate table */
+
+        mec_pc(rG, rFD2, rFD4, rWR, afMETPostCrawford);
+
+        return 0;
+
+    } else {
+
+        /* unknown type */
+
+        return -1;
+
+    }
+
+}
+
+typedef enum {
+    STATE_NONE,
+    STATE_MET,
+    STATE_INFO,
+    STATE_NAME,
+    STATE_DESCRIPTION, STATE_LENGTH,
+    STATE_PRECRAWFORD,
+    STATE_PRECRAWFORD_ROW,
+    STATE_PRECRAWFORD_ME,
+    STATE_PRECRAWFORD_PARAMS,
+    STATE_PRECRAWFORD_PARAM,
+    STATE_POSTCRAWFORD,
+    STATE_POSTCRAWFORD_ROW,
+    STATE_POSTCRAWFORD_ME,
+    STATE_POSTCRAWFORD_PARAMS,
+    STATE_POSTCRAWFORD_PARAM
+} parserstate;
+
+typedef enum {
+    TYPE_EXPLICIT,
+    TYPE_MEC,
+    TYPE_ZADEH
+} tabletype;
+
+typedef enum {
+    MP_PLAYER_0 = 0,
+    MP_PLAYER_1,
+    MP_PLAYER_BOTH = 2
+} metplayer;
+
+typedef struct {
+    parserstate state;
+    tabletype type;
+    metplayer player;
+    metdata *data;
+    guint i, j;                 /* table index */
+    parameter *current_param;
+    gchar *filename;
+} MatchEquityParser;
+
+static void met_parser_start_element(GMarkupParseContext * context,
+                                     const gchar * element_name,
+                                     const gchar ** attribute_names,
+                                     const gchar ** attribute_values, gpointer user_data, GError ** error);
+
+static void met_parser_end_element(GMarkupParseContext * context,
+                                   const gchar * element_name, gpointer user_data, GError ** error);
+
+static void met_parser_characters(GMarkupParseContext * context,
+                                  const gchar * text, gsize text_len, gpointer user_data, GError ** error);
+
+static void met_parser_error(GMarkupParseContext * context, GError * error, gpointer user_data);
+
+static GMarkupParser markup_parser = {
+    met_parser_start_element,
+    met_parser_end_element,
+    met_parser_characters,
+    NULL,
+    met_parser_error
+};
+
+static void
+met_parser_destroy(gpointer data)
+{
+    MatchEquityParser *parser = (MatchEquityParser *) data;
+    g_free(parser->filename);
+    g_free(parser);
+}
+
+static int
+readMET(metdata * met, const char *filename)
+{
+    GMarkupParseContext *context;
+    gchar *contents;
+    MatchEquityParser *parser;
+    gsize size;
+    GError *error = NULL;
+
+    initMD(met);
+    met->mi.szFileName = g_strdup(filename);
+
+    /* Make and initialize a new parser */
+    parser = g_new0(MatchEquityParser, 1);
+    parser->filename = g_strdup(filename);
+    parser->data = met;
+    parser->state = STATE_NONE;
+    parser->i = 0;
+    parser->j = 0;
+
+    if (!(context = g_markup_parse_context_new(&markup_parser, (GMarkupParseFlags) 0, parser, met_parser_destroy))) {
+        g_warning(_("Can't create XML parser\n"));
+        g_free(parser);
+        return -1;
+    }
+
+    /* Read the file */
+    if (!g_file_get_contents(filename, &contents, &size, &error)) {
+        g_warning(_("Error reading XML file: %s\n"), error->message);
+        goto err;
+    }
+
+    /* Parse the content */
+    if (!g_markup_parse_context_parse(context, contents, size, &error)) {
+        g_warning(_("Error parsing XML file: %s\n"), error->message);
+        goto err;
+    }
+
+  err:
+    g_markup_parse_context_free(context);
+    g_free(contents);
+
+    if (error) {
+        g_error_free(error);
+        return -1;
+    } else {
+        return 0;
+    }
+}
+
+static void
+parse_attributes(MatchEquityParser * parser, const gchar ** attr_names, const gchar ** attr_values)
+{
+    gint i = 0;
+    while (attr_names[i]) {
+        if (strcmp(attr_names[i], "type") == 0) {
+            if (strcmp(attr_values[i], "explicit") == 0)
+                parser->type = TYPE_EXPLICIT;
+            else if (strcmp(attr_values[i], "mec") == 0)
+                parser->type = TYPE_MEC;
+            else if (strcmp(attr_values[i], "zadeh") == 0)
+                parser->type = TYPE_ZADEH;
+        } else if (strcmp(attr_names[i], "player") == 0) {
+            if (strcmp(attr_values[i], "both") == 0)
+                parser->player = MP_PLAYER_BOTH;
+            if (strcmp(attr_values[i], "0") == 0)
+                parser->player = MP_PLAYER_0;
+            if (strcmp(attr_values[i], "1") == 0)
+                parser->player = MP_PLAYER_1;
+        }
+        i++;
+    }
+}
+
+static void
+start_param(MatchEquityParser * parser, const gchar ** attr_names, const gchar ** attr_values)
+{
+    gint i = 0;
+    while (attr_names[i]) {
+        if (strcmp(attr_names[i], "name") == 0) {
+            parser->current_param = g_new0(parameter, 1);
+            parser->current_param->szName = g_strdup(attr_values[i]);
+            break;
+        }
+        i++;
+    }
+}
+
+static void
+SetNameFromType(char **pName, tabletype type)
+{
+    switch (type) {
+    case TYPE_EXPLICIT:
+        *pName = g_strdup("explicit");
+        break;
+    case TYPE_MEC:
+        *pName = g_strdup("mec");
+        break;
+    case TYPE_ZADEH:
+        *pName = g_strdup("zadeh");
+        break;
+    default:
+        g_error(_("Invalid MET table type"));
+    }
+}
+
+static void
+met_parser_start_element(GMarkupParseContext * UNUSED(context),
+                         const gchar * element_name,
+                         const gchar ** attribute_names,
+                         const gchar ** attribute_values, gpointer user_data, GError ** UNUSED(error))
+{
+
+    MatchEquityParser *parser = (MatchEquityParser *) user_data;
+
+    switch (parser->state) {
+    case STATE_NONE:
+        if (strcmp(element_name, "met") == 0)
+            parser->state = STATE_MET;
+        break;
+    case STATE_MET:
+        if (strcmp(element_name, "info") == 0) {
+            parser->state = STATE_INFO;
+        } else if (strcmp(element_name, "pre-crawford-table") == 0) {
+            parser->state = STATE_PRECRAWFORD;
+            parser->i = 0;
+            parser->j = 0;
+            parser->type = TYPE_EXPLICIT;
+            parse_attributes(parser, attribute_names, attribute_values);
+            SetNameFromType(&parser->data->mpPreCrawford.szName, parser->type);
+        } else if (strcmp(element_name, "post-crawford-table") == 0) {
+            parser->state = STATE_POSTCRAWFORD;
+            parser->i = 0;
+            parser->type = TYPE_EXPLICIT;
+            parser->player = MP_PLAYER_BOTH;
+            parse_attributes(parser, attribute_names, attribute_values);
+            SetNameFromType(&parser->data->ampPostCrawford[0].szName, parser->type);
+            SetNameFromType(&parser->data->ampPostCrawford[1].szName, parser->type);
+        }
+        break;                  /* STATE_MET */
+
+    case STATE_INFO:
+        if (strcmp(element_name, "name") == 0)
+            parser->state = STATE_NAME;
+        else if (strcmp(element_name, "description") == 0)
+            parser->state = STATE_DESCRIPTION;
+        else if (strcmp(element_name, "length") == 0)
+            parser->state = STATE_LENGTH;
+        break;                  /* STATE_INFO */
+
+    case STATE_PRECRAWFORD:
+        if (strcmp(element_name, "row") == 0)
+            parser->state = STATE_PRECRAWFORD_ROW;
+        else if (strcmp(element_name, "parameters") == 0) {
+            parser->state = STATE_PRECRAWFORD_PARAMS;
+        }
+        break;                  /* STATE_PRECRAWFORD */
+
+    case STATE_PRECRAWFORD_ROW:
+        if (strcmp(element_name, "me") == 0)
+            parser->state = STATE_PRECRAWFORD_ME;
+        break;                  /* STATE_PRECRAWFORD_ROW */
+
+    case STATE_PRECRAWFORD_PARAMS:
+        if (strcmp(element_name, "parameter") == 0) {
+            parser->state = STATE_PRECRAWFORD_PARAM;
+            start_param(parser, attribute_names, attribute_values);
+        }
+        break;                  /* STATE_PRECRAWFORD_PARAMS */
+
+    case STATE_POSTCRAWFORD:
+        if (strcmp(element_name, "row") == 0)
+            parser->state = STATE_POSTCRAWFORD_ROW;
+        else if (strcmp(element_name, "parameters") == 0) {
+            parser->state = STATE_POSTCRAWFORD_PARAMS;
+        }
+        break;                  /* STATE_POSTCRAWFORD */
+
+    case STATE_POSTCRAWFORD_ROW:
+        if (strcmp(element_name, "me") == 0)
+            parser->state = STATE_POSTCRAWFORD_ME;
+        break;                  /* STATE_POSTCRAWFORD_ROW */
+
+    case STATE_POSTCRAWFORD_PARAMS:
+        if (strcmp(element_name, "parameter") == 0) {
+            parser->state = STATE_POSTCRAWFORD_PARAM;
+            start_param(parser, attribute_names, attribute_values);
+        }
+        break;                  /* STATE_POSTCRAWFORD_PARAMS */
+
+    case STATE_NAME:
+    case STATE_DESCRIPTION:
+    case STATE_LENGTH:
+    case STATE_PRECRAWFORD_ME:
+    case STATE_POSTCRAWFORD_ME:
+    case STATE_PRECRAWFORD_PARAM:
+    case STATE_POSTCRAWFORD_PARAM:
+    default:
+        break;
+    }
+}
+
+static void
+met_parser_end_element(GMarkupParseContext * UNUSED(context),
+                       const gchar * UNUSED(element_name), gpointer user_data, GError ** UNUSED(error))
+{
+    MatchEquityParser *parser = (MatchEquityParser *) user_data;
+
+    switch (parser->state) {
+    case STATE_NONE:
+        g_assert_not_reached();
+        break;
+    case STATE_MET:
+        parser->state = STATE_NONE;
+        break;
+    case STATE_INFO:
+    case STATE_PRECRAWFORD:
+    case STATE_POSTCRAWFORD:
+        parser->state = STATE_MET;
+        break;
+    case STATE_NAME:
+    case STATE_DESCRIPTION:
+    case STATE_LENGTH:
+        parser->state = STATE_INFO;
+        break;
+    case STATE_PRECRAWFORD_ROW:
+        parser->state = STATE_PRECRAWFORD;
+        parser->j++;
+        parser->i = 0;
+        break;
+    case STATE_PRECRAWFORD_ME:
+        parser->state = STATE_PRECRAWFORD_ROW;
+        parser->i++;
+        break;
+
+    case STATE_PRECRAWFORD_PARAMS:
+        parser->state = STATE_PRECRAWFORD;
+        break;
+
+    case STATE_PRECRAWFORD_PARAM:
+        parser->state = STATE_PRECRAWFORD_PARAMS;
+        ListInsert(&parser->data->mpPreCrawford.lParameters, parser->current_param);
+        parser->current_param = NULL;
+        break;
+
+    case STATE_POSTCRAWFORD_ROW:
+    case STATE_POSTCRAWFORD_PARAMS:
+        parser->state = STATE_POSTCRAWFORD;
+        break;
+    case STATE_POSTCRAWFORD_ME:
+        parser->state = STATE_POSTCRAWFORD_ROW;
+        parser->i++;
+        break;
+    case STATE_POSTCRAWFORD_PARAM:
+        parser->state = STATE_POSTCRAWFORD_PARAMS;
+        if (parser->player == MP_PLAYER_BOTH) {
+            ListInsert(&parser->data->ampPostCrawford[0].lParameters, parser->current_param);
+        } else {
+            ListInsert(&parser->data->ampPostCrawford[parser->player].lParameters, parser->current_param);
+        }
+        parser->current_param = NULL;
+        break;
+
+    default:
+        g_assert_not_reached();
+    }
+}
+
+static void
+met_parser_characters(GMarkupParseContext * UNUSED(context),
+                      const gchar * text, gsize UNUSED(text_len), gpointer user_data, GError ** UNUSED(error))
+{
+    MatchEquityParser *parser = (MatchEquityParser *) user_data;
+
+    switch (parser->state) {
+    case STATE_NAME:
+        parser->data->mi.szName = g_strdup(text);
+        break;
+    case STATE_DESCRIPTION:
+        parser->data->mi.szDescription = g_strdup(text);
+        break;
+    case STATE_LENGTH:
+        /* bad bug in glib-2.12.x - see gnome bug 416062 */
+        parser->data->mi.nLength = (gint) g_ascii_strtoull(text, NULL, 10);
+        break;
+    case STATE_PRECRAWFORD_ME:
+        parser->data->aarMET[parser->j][parser->i] = (float) g_ascii_strtod(text, NULL);
+        break;
+    case STATE_POSTCRAWFORD_ME:
+        if (parser->player == MP_PLAYER_BOTH) {
+            gfloat r = (gfloat) g_ascii_strtod(text, NULL);
+            parser->data->aarMETPostCrawford[0][parser->i] = r;
+            parser->data->aarMETPostCrawford[1][parser->i] = r;
+        } else {
+            gfloat r = (gfloat) g_ascii_strtod(text, NULL);
+            parser->data->aarMETPostCrawford[parser->player][parser->i] = r;
+        }
+        break;
+
+    case STATE_PRECRAWFORD_PARAM:
+    case STATE_POSTCRAWFORD_PARAM:
+        g_assert(parser->current_param);
+        parser->current_param->value = (float) g_ascii_strtod(text, NULL);
+    default:
+        break;
+    }
+}
+
+static void
+met_parser_error(GMarkupParseContext * UNUSED(context), GError * UNUSED(error), gpointer user_data)
+{
+    MatchEquityParser *parser = (MatchEquityParser *) user_data;
+    g_warning(_("An error occurred while parsing file: %s\n"), parser->filename);
+}
+
+/*
+ * Calculate gammon and backgammon price at the specified score
+ * with specified cube.
+ *
+ * Input:
+ *    aafMET, aafMETPostCrawford: match equity tables.
+ *    nCube: value of cube
+ *    fCrawford: is this the Crawford game
+ *    nScore0, nScore1, nMatchTo: current score and match length.
+ *
+ * Output:
+ *   arGammonPrice: gammon and backgammon prices.
+ *
+ */
+
+static void
+getGammonPrice(float arGammonPrice[4],
+               const int nScore0, const int nScore1, const int nMatchTo,
+               const int nCube, const int fCrawford,
+               float aafMET[MAXSCORE][MAXSCORE], float aafMETPostCrawford[2][MAXSCORE])
+{
+
+    const float epsilon = 1.0E-7f;
+
+    float rWin = getME(nScore0, nScore1, nMatchTo,
+                       0, nCube, 0, fCrawford,
+                       aafMET, aafMETPostCrawford);
+
+    float rWinGammon = getME(nScore0, nScore1, nMatchTo,
+                             0, 2 * nCube, 0, fCrawford,
+                             aafMET, aafMETPostCrawford);
+
+    float rWinBG = getME(nScore0, nScore1, nMatchTo,
+                         0, 3 * nCube, 0, fCrawford,
+                         aafMET, aafMETPostCrawford);
+
+    float rLose = getME(nScore0, nScore1, nMatchTo,
+                        0, nCube, 1, fCrawford,
+                        aafMET, aafMETPostCrawford);
+
+    float rLoseGammon = getME(nScore0, nScore1, nMatchTo,
+                              0, 2 * nCube, 1, fCrawford,
+                              aafMET, aafMETPostCrawford);
+
+    float rLoseBG = getME(nScore0, nScore1, nMatchTo,
+                          0, 3 * nCube, 1, fCrawford,
+                          aafMET, aafMETPostCrawford);
+
+    float rCenter = (rWin + rLose) / 2.0f;
+
+    /* FIXME: correct numerical problems in a better way, than done
+     * below. If cube is dead gammon or backgammon price might be a
+     * small negative number. For example, at -2,-3 with cube on 2
+     * the current code gives: 0.9090..., 0, -2.7e-8, 0 instead
+     * of the correct 0.9090..., 0, 0, 0. */
+
+    /* avoid division by zero */
+
+    if (fabsf(rWin - rCenter) > epsilon) {
+
+        /* this expression can be reduced to: 
+         * 2 * ( rWinGammon - rWin ) / ( rWin - rLose )
+         * which is twice the "usual" gammon value */
+
+        arGammonPrice[0] = (rWinGammon - rCenter) / (rWin - rCenter) - 1.0f;
+
+        /* this expression can be reduced to:
+         * 2 * ( rLose - rLoseGammon ) / ( rWin - rLose )
+         * which is twice the "usual" gammon value */
+
+        arGammonPrice[1] = (rCenter - rLoseGammon) / (rWin - rCenter) - 1.0f;
+
+        arGammonPrice[2] = (rWinBG - rCenter) / (rWin - rCenter) - (arGammonPrice[0] + 1.0f);
+        arGammonPrice[3] = (rCenter - rLoseBG) / (rWin - rCenter) - (arGammonPrice[1] + 1.0f);
+
+    } else
+        arGammonPrice[0] = arGammonPrice[1] = arGammonPrice[2] = arGammonPrice[3] = 0.0f;
+
+
+    /* Correct numerical problems */
+    if (arGammonPrice[0] < 0.0f)
+        arGammonPrice[0] = 0.0f;
+    if (arGammonPrice[1] < 0.0f)
+        arGammonPrice[1] = 0.0f;
+    if (arGammonPrice[2] < 0.0f)
+        arGammonPrice[2] = 0.0f;
+    if (arGammonPrice[3] < 0.0f)
+        arGammonPrice[3] = 0.0f;
+
+}
+
+/*
+ * Calculate all gammon and backgammon prices
+ *
+ * Input:
+ *   aafMET, aafMETPostCrawford: match equity tables
+ *
+ * Output:
+ *   aaaafGammonPrices: all gammon prices
+ *
+ */
+
+static void
+calcGammonPrices(float aafMET[MAXSCORE][MAXSCORE],
+                 float aafMETPostCrawford[2][MAXSCORE], float aaaafGammonPrices[MAXCUBELEVEL]
+                 [MAXSCORE][MAXSCORE][4], float aaaafGammonPricesPostCrawford[MAXCUBELEVEL]
+                 [MAXSCORE][2][4])
+{
+
+    int i, j, k;
+    int nCube;
+
+    for (i = 0, nCube = 1; i < MAXCUBELEVEL; i++, nCube *= 2)
+        for (j = 0; j < MAXSCORE; j++)
+            for (k = 0; k < MAXSCORE; k++)
+                getGammonPrice(aaaafGammonPrices[i][j][k],
+                               MAXSCORE - j - 1, MAXSCORE - k - 1, MAXSCORE,
+                               nCube, (MAXSCORE == j) || (MAXSCORE == k), aafMET, aafMETPostCrawford);
+
+    for (i = 0, nCube = 1; i < MAXCUBELEVEL; i++, nCube *= 2)
+        for (j = 0; j < MAXSCORE; j++) {
+            getGammonPrice(aaaafGammonPricesPostCrawford[i][j][0],
+                           MAXSCORE - 1, MAXSCORE - j - 1, MAXSCORE, nCube, FALSE, aafMET, aafMETPostCrawford);
+            getGammonPrice(aaaafGammonPricesPostCrawford[i][j][1],
+                           MAXSCORE - j - 1, MAXSCORE - 1, MAXSCORE, nCube, FALSE, aafMET, aafMETPostCrawford);
+        }
+
+}
+
+extern void
+InitMatchEquity(const char *szFileName)
+{
+    int i, j;
+    metdata md;
+
+    /* Read match equity table from XML file */
+    if (readMET(&md, szFileName) != 0) {        /* load failed - make default as must have a met */
+        getDefaultMET(&md);
+    }
+
+    /* Copy met to current met, extend met (if needed) */
+
+    /* post-Crawford table */
+    for (j = 0; j < 2; j++) {
+        if (!strcmp((char *) md.ampPostCrawford[j].szName, "explicit")) {
+
+            /* copy and extend table */
+
+            /* FIXME: implement better extension of post-Crawford table */
+
+            /* Note that the post Crawford table is extended from
+             * n - 1 as the  post Crawford table of a n match equity table
+             * might not include the post Crawford equity at n-away, since
+             * the first "legal" post Crawford score is n-1. */
+
+            for (i = 0; i < md.mi.nLength - 1; i++)
+                aafMETPostCrawford[j][i] = md.aarMETPostCrawford[j][i];
+
+            initPostCrawfordMET(aafMETPostCrawford[j], md.mi.nLength - 1, GAMMONRATE, 0.015f, 0.004f);
+
+        } else {
+
+            /* generate match equity table using Zadeh's formula */
+
+            if (initPostCrawfordMETFromParameters(aafMETPostCrawford[j], &md.ampPostCrawford[j]) < 0) {
+
+                fprintf(stderr, _("Error generating post-Crawford MET\n"));
+                return;
+
+            }
+
+        }
+    }
+
+    /* pre-Crawford table */
+    if (!strcmp((char *) md.mpPreCrawford.szName, "explicit")) {        /* copy table */
+        for (i = 0; i < md.mi.nLength; i++)
+            for (j = 0; j < md.mi.nLength; j++)
+                aafMET[i][j] = md.aarMET[i][j];
+    } else {
+        /* generate match equity table using Zadeh's formula */
+        if (initMETFromParameters(aafMET, aafMETPostCrawford, &md.mpPreCrawford) < 0) {
+
+            fprintf(stderr, _("Error generating pre-Crawford MET\n"));
+            return;
+        }
+    }
+
+    /* Extend match equity table */
+    ExtendMET(aafMET, md.mi.nLength);
+
+    /* garbage collect */
+    freeMP(&md.mpPreCrawford);
+
+    for (i = 0; i < 2; i++)
+        freeMP(&md.ampPostCrawford[i]);
+
+    g_free(miCurrent.szName);
+    g_free(miCurrent.szFileName);
+    g_free(miCurrent.szDescription);
+
+    /* save match equity table information */
+    memcpy(&miCurrent, &md.mi, sizeof(metinfo));
+
+    /* initialise gammon prices */
+    calcGammonPrices(aafMET, aafMETPostCrawford, aaaafGammonPrices, aaaafGammonPricesPostCrawford);
+}
+
+
+/*
+ * Return match equity (mwc) assuming player fWhoWins wins nPoints points.
+ *
+ * If fCrawford then afMETPostCrawford is used, otherwise
+ * aafMET is used.
+ *
+ * Input:
+ *    nAway0: points player 0 needs to win
+ *    nAway1: points player 1 needs to win
+ *    fPlayer: get mwc for this player
+ *    fCrawford: is this the Crawford game
+ *    aafMET: match equity table for player 0
+ *    afMETPostCrawford: post-Crawford match equity table for player 0
+ *
+ */
+
+
+extern float
+getME(const int nScore0, const int nScore1, const int nMatchTo,
+      const int fPlayer,
+      const int nPoints, const int fWhoWins,
+      const int fCrawford, float aafMET[MAXSCORE][MAXSCORE], float aafMETPostCrawford[2][MAXSCORE])
+{
+
+    int n0 = nMatchTo - (nScore0 + (!fWhoWins) * nPoints) - 1;
+    int n1 = nMatchTo - (nScore1 + fWhoWins * nPoints) - 1;
+
+    /* check if any player has won the match */
+
+    if (unlikely(n0 < 0))
+        /* player 0 has won the game */
+        return (fPlayer) ? 0.0f : 1.0f;
+    else if (unlikely(n1 < 0))
+        /* player 1 has won the game */
+        return (fPlayer) ? 1.0f : 0.0f;
+
+    /* the match is not finished */
+
+    if (fCrawford || (nMatchTo - nScore0 == 1) || (nMatchTo - nScore1 == 1)) {
+
+        /* the next game will be post-Crawford */
+
+        if (!n0)
+            /* player 0 is leading match */
+            /* FIXME: use pc-MET for player 0 */
+            return (fPlayer) ? aafMETPostCrawford[1][n1] : 1.0f - aafMETPostCrawford[1][n1];
+        else
+            /* player 1 is leading the match */
+            return (fPlayer) ? 1.0f - aafMETPostCrawford[0][n0] : aafMETPostCrawford[0][n0];
+
+    } else
+        /* non-post-Crawford games */
+        return (fPlayer) ? 1.0f - aafMET[n0][n1] : aafMET[n0][n1];
+
+}
+
+
+extern float
+getMEAtScore(const int nScore0, const int nScore1, const int nMatchTo,
+             const int fPlayer, const int fCrawford,
+             float aafMET[MAXSCORE][MAXSCORE], float aafMETPostCrawford[2][MAXSCORE])
+{
+
+    int n0 = nMatchTo - nScore0 - 1;
+    int n1 = nMatchTo - nScore1 - 1;
+
+    /* check if any player has won the match */
+
+    if (n0 < 0)
+        /* player 0 has won the game */
+        return (fPlayer) ? 0.0f : 1.0f;
+    else if (n1 < 0)
+        /* player 1 has won the game */
+        return (fPlayer) ? 1.0f : 0.0f;
+
+    /* the match is not finished */
+
+    if (!fCrawford && ((nMatchTo - nScore0 == 1) || (nMatchTo - nScore1 == 1))) {
+
+        /* this game is post-Crawford */
+
+        if (!n0)
+            /* player 0 is leading match */
+            /* FIXME: use pc-MET for player 0 */
+            return (fPlayer) ? aafMETPostCrawford[1][n1] : 1.0f - aafMETPostCrawford[1][n1];
+        else
+            /* player 1 is leading the match */
+            return (fPlayer) ? 1.0f - aafMETPostCrawford[0][n0] : aafMETPostCrawford[0][n0];
+
+    } else
+        /* non-post-Crawford games */
+        return (fPlayer) ? 1.0f - aafMET[n0][n1] : aafMET[n0][n1];
+
+}
+
+
+
+extern void
+invertMET(void)
+{
+
+    int i, j;
+
+    for (i = 0; i < MAXSCORE; i++) {
+
+        /* post crawford entries */
+
+        float r = aafMETPostCrawford[0][i];
+        aafMETPostCrawford[0][i] = aafMETPostCrawford[1][i];
+        aafMETPostCrawford[1][i] = r;
+
+        /* diagonal */
+
+        aafMET[i][i] = 1.0f - aafMET[i][i];
+
+        /* off diagonal entries */
+
+        for (j = 0; j < i; j++) {
+
+            r = aafMET[i][j];
+            aafMET[i][j] = 1.0f - aafMET[j][i];
+            aafMET[j][i] = 1.0f - r;
+
+        }
+    }
+
+    calcGammonPrices(aafMET, aafMETPostCrawford, aaaafGammonPrices, aaaafGammonPricesPostCrawford);
+}
+
+/* given a match score, return a pair of arrays with the METs for
+ * player0 and player 1 winning/losing including gammons & backgammons
+ * 
+ * if nCubePrime0 < 0, then we're only interested in the first
+ * values in each array, using nCube. 
+ *
+ * Otherwise, if nCubePrime0 >= 0, we do another set of METs with 
+ * both sides using nCubePrime0 
+ *
+ * if nCubePrime1 >= 0, we do a third set using nCubePrime1
+ *
+ * FIXME ? It looks like if nCubePrime0 >= 0, nCubePrime1 is as well
+ *         That could simplify the code below a little
+ *
+ * This reduces the *huge* number of calls to get equity table entries 
+ * when analyzing matches by something like 40 times 
+ */
+
+extern void
+getMEMultiple(const int nScore0, const int nScore1, const int nMatchTo,
+              const int nCube, const int nCubePrime0, const int nCubePrime1,
+              const int fCrawford, float aafMET[MAXSCORE][MAXSCORE],
+              float aafMETPostCrawford[2][MAXSCORE], float *player0, float *player1)
+{
+
+    int scores[2][DTLBP1 + 1];  /* the resulting match scores */
+    int i, max_res;
+    int *score0, *score1;
+    int mult[] = { 1, 2, 3, 4, 6 };
+    float *p0, *p1, f;
+    int away0, away1;
+    int fCrawf = fCrawford;
+
+    /* figure out how many results we'll be returning */
+    max_res = (nCubePrime0 < 0) ? DTLB + 1 : (nCubePrime1 < 0) ? DTLBP0 + 1 : DTLBP1 + 1;
+
+    /* set up a table of resulting match scores for all 
+     * the results we're calculating */
+    score0 = scores[0];
+    score1 = scores[1];
+    away0 = nMatchTo - nScore0 - 1;
+    away1 = nMatchTo - nScore1 - 1;
+    fCrawf |= (nMatchTo - nScore0 == 1) || (nMatchTo - nScore1 == 1);
+
+    /* player 0 wins normal, doubled, gammon, backgammon */
+    for (i = 0; i < NDL; ++i) {
+        *score0++ = away0 - mult[i] * nCube;
+        *score1++ = away1;
+    }
+    /* player 1 wins normal, doubled, etc. */
+    for (i = 0; i < NDL; ++i) {
+        *score0++ = away0;
+        *score1++ = away1 - mult[i] * nCube;
+    }
+    if (max_res > DPP0) {
+        /* same using the second cube value */
+        for (i = 0; i < NDL; ++i) {
+            *score0++ = away0 - mult[i] * nCubePrime0;
+            *score1++ = away1;
+        }
+        for (i = 0; i < NDL; ++i) {
+            *score0++ = away0;
+            *score1++ = away1 - mult[i] * nCubePrime0;
+        }
+        if (max_res > DPP1) {
+            /* same using the third cube value */
+            for (i = 0; i < NDL; ++i) {
+                *score0++ = away0 - mult[i] * nCubePrime1;
+                *score1++ = away1;
+            }
+            for (i = 0; i < NDL; ++i) {
+                *score0++ = away0;
+                *score1++ = away1 - mult[i] * nCubePrime1;
+            }
+        }
+    }
+
+    score0 = scores[0];
+    score1 = scores[1];
+    p0 = player0;
+    p1 = player1;
+
+    /* now go through the resulting scores, looking up the equities */
+    for (i = 0; i < max_res; ++i) {
+        int s0 = *score0++;
+        int s1 = *score1++;
+
+        if (unlikely(s0 < 0)) {
+            /* player 0 wins */
+            *p0++ = 1.0f;
+            *p1++ = 0.0f;
+        } else if (unlikely(s1 < 0)) {
+            *p0++ = 0.0f;
+            *p1++ = 1.0f;
+        } else if (unlikely(fCrawf)) {
+            if (s0 == 0) {      /* player 0 is leading */
+                *p0++ = 1.0f - aafMETPostCrawford[1][s1];
+                *p1++ = aafMETPostCrawford[1][s1];
+            } else {
+                *p0++ = aafMETPostCrawford[0][s0];
+                *p1++ = 1.0f - aafMETPostCrawford[0][s0];
+            }
+        } else {                /* non-post-Crawford */
+            *p0++ = aafMET[s0][s1];
+            *p1++ = 1.0f - aafMET[s0][s1];
+        }
+    }
+
+    /* results for player 0 are done, results for player 1 have the
+     *  losses in cols 0-4 and 8-12, but we want them to be in the same
+     *  order as results0 - e.g wins in cols 0-4, and 8-12
+     */
+    p0 = player1;
+    p1 = player1 + NDL;
+    for (i = 0; i < NDL; ++i) {
+        f = *p0;
+        *p0++ = *p1;
+        *p1++ = f;
+    }
+
+    if (max_res > DTLBP0) {
+        p0 += NDL;
+        p1 += NDL;
+        for (i = 0; i < NDL; ++i) {
+            f = *p0;
+            *p0++ = *p1;
+            *p1++ = f;
+        }
+    }
+
+    if (max_res > DTLBP1) {
+        p0 += NDL;
+        p1 += NDL;
+        for (i = 0; i < NDL; ++i) {
+            f = *p0;
+            *p0++ = *p1;
+            *p1++ = f;
+        }
+    }
+
+}
diff --git a/engine/gnubg/matchequity.h b/engine/gnubg/matchequity.h
new file mode 100644
index 0000000..affa2e2
--- /dev/null
+++ b/engine/gnubg/matchequity.h
@@ -0,0 +1,112 @@
+/*
+ * Copyright (C) 1999-2003 Joern Thyssen <jth@gnubg.org>
+ * Copyright (C) 2000-2013 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#ifndef MATCHEQUITY_H
+#define MATCHEQUITY_H
+
+#include "eval.h"
+
+#define MAXSCORE      64
+#define MAXCUBELEVEL  7
+
+/* Structure for information about match equity table */
+
+typedef struct {
+    gchar *szName;              /* Name of match equity table */
+    gchar *szFileName;          /* File name of MET */
+    gchar *szDescription;       /* Description of MET */
+    int nLength;                /* Native length of MET or -1 if pure calculated table */
+} metinfo;
+
+/* macros for getting match equities */
+
+#define GET_MET(i,j,aafMET) ( ( (i) < 0 ) ? 1.0f : ( ( (j) < 0 ) ? 0.0f : \
+                                                 (aafMET [ i ][ j ]) ) )
+#define GET_METPostCrawford(i,afBtilde) ( (i) < 0 ? 1.0f : afBtilde [ i ] )
+
+/* current match equity table used by gnubg */
+
+extern float aafMET[MAXSCORE][MAXSCORE];
+extern float aafMETPostCrawford[2][MAXSCORE];
+
+/* gammon prices (calculated once for efficiency) */
+
+extern float aaaafGammonPrices[MAXCUBELEVEL]
+    [MAXSCORE][MAXSCORE][4];
+extern float aaaafGammonPricesPostCrawford[MAXCUBELEVEL]
+    [MAXSCORE][2][4];
+
+extern metinfo miCurrent;
+
+extern float
+getME(int nScore0, int nScore1, int nMatchTo,
+      int fPlayer,
+      int nPoints, int fWhoWins,
+      int fCrawford, float aafMET[MAXSCORE][MAXSCORE], float aafMETPostCrawford[2][MAXSCORE]);
+
+extern float
+getMEAtScore(int nScore0, int nScore1, int nMatchTo,
+             int fPlayer, int fCrawford,
+             float aafMET[MAXSCORE][MAXSCORE], float aafMETPostCrawford[2][MAXSCORE]);
+
+/* Initialise match equity table */
+
+void
+ InitMatchEquity(const char *szFileName);
+
+/* Get double points */
+
+extern int
+ GetPoints(float arOutput[5], const cubeinfo * pci, float arCP[2]);
+
+extern float
+ GetDoublePointDeadCube(float arOutput[5], cubeinfo * pci);
+
+extern void
+ invertMET(void);
+
+/* enums for the entries in the arrays returned by getMEMultiple
+ * DoublePass, DoubleTakeWin, DoubleTakeWinGammon... for the first 8
+ * then the same values using CubePrimeValues
+ * DP = Double/Pass, DTWG = double/take/wing gammon, etc
+ * DPP = double/Pass with CubePrime values, etc.
+ */
+
+typedef enum {
+    /* player 0 wins, first cube value */
+    DP = 0, NDW = 0, DTW = 1, NDWG = 1, NDWB, DTWG, DTWB,
+    /* player 0 loses, first cube value */
+    NDL, DTL = 6, NDLG = 6, NDLB, DTLG, DTLB,
+    /* player 0 wins, 2nd cube value */
+    DPP0, DTWP0, NDWBP0, DTWGP0, DTWBP0,
+    /* player 0 loses, 2nd cube value */
+    NDLP0, DTLP0, NDLBP0, DTLGP0, DTLBP0,
+    /* player 0 wins, 3rd cube value */
+    DPP1, DTWP1, NDWBP1, DTWGP1, DTWBP1,
+    /* player 0 loses, 3rd cube value */
+    NDLP1, DTLP1, NDLBP1, DTLGP1, DTLBP1
+} met_indices;
+
+extern void
+getMEMultiple(int nScore0, int nScore1, int nMatchTo,
+              int nCube,
+              int nCubePrime0, int nCubePrime1,
+              int fCrawford,
+              float aafMET[MAXSCORE][MAXSCORE], float aafMETPostCrawford[2][MAXSCORE], float *player0, float *player1);
+
+#endif                          /* MATCHEQUITY_H */
diff --git a/engine/gnubg/matchid.c b/engine/gnubg/matchid.c
new file mode 100644
index 0000000..e64d1d3
--- /dev/null
+++ b/engine/gnubg/matchid.c
@@ -0,0 +1,283 @@
+/*
+ * Copyright (C) 2002-2003 Joern Thyssen <jthyssen@dk.ibm.com>
+ * Copyright (C) 2004-2013 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: matchid.c,v 1.30 2021/12/18 22:06:37 plm Exp $
+ */
+
+#include "config.h"
+
+#include "backgammon.h"
+#include "positionid.h"
+#include "matchequity.h"
+#include "matchid.h"
+#include <string.h>
+
+/*
+ * Calculate log2 of Cube value.
+ *
+ * Input:
+ *   n: cube value
+ *
+ * Returns:
+ *   log(n)/log(2)
+ *
+ */
+
+extern int
+LogCube(int n)
+{
+    int i = 0;
+
+    while (n >>= 1)
+        i++;
+
+    return i;
+}
+
+
+static void
+SetBit(unsigned char *pc, unsigned int bitPos, int test, unsigned int iBit)
+{
+
+    const unsigned int k = bitPos / 8;
+    const unsigned char rbit = (unsigned char) (0x1 << (bitPos % 8));
+
+    unsigned char c;
+
+    if (test & (0x1 << iBit))
+        c = rbit;
+    else
+        c = 0;
+    pc[k] = (pc[k] & (0xFF ^ rbit)) | c;
+
+}
+
+static void
+SetBits(unsigned char *pc, unsigned int bitPos, unsigned int nBits, int iContent)
+{
+
+    unsigned int i;
+
+    /* FIXME: rewrite SetBit, SetBits to be faster */
+
+
+    for (i = 0; i < nBits; i++) {
+
+        SetBit(pc, bitPos + i, iContent, i);
+
+    }
+
+}
+
+
+static void
+GetBits(const unsigned char *pc, const unsigned int bitPos, const unsigned int nBits, int *piContent)
+{
+    unsigned int i, j;
+    unsigned char c[2];
+
+    /* FIXME: rewrite GetBits to be faster */
+
+    c[0] = 0;
+    c[1] = 0;
+
+    for (i = 0, j = bitPos; i < nBits; i++, j++) {
+
+        unsigned int k, r;
+
+        k = j / 8;
+        r = j % 8;
+
+        SetBit(c, i, pc[k], r);
+
+    }
+
+    *piContent = c[0] | (c[1] << 8);
+}
+
+
+static char *
+MatchIDFromKey(unsigned char auchKey[9])
+{
+    unsigned char *puch = auchKey;
+    static char szID[L_MATCHID + 1];
+    char *pch = szID;
+    static const char aszBase64[] = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/";
+    int i;
+
+    for (i = 0; i < 3; i++) {
+        *pch++ = aszBase64[puch[0] >> 2];
+        *pch++ = aszBase64[((puch[0] & 0x03) << 4) | (puch[1] >> 4)];
+        *pch++ = aszBase64[((puch[1] & 0x0F) << 2) | (puch[2] >> 6)];
+        *pch++ = aszBase64[puch[2] & 0x3F];
+
+        puch += 3;
+    }
+
+    *pch = 0;
+
+    return szID;
+}
+
+
+extern char *
+MatchID(const unsigned int anDice[2],
+        const int fTurn,
+        const int fResigned,
+        const int fDoubled,
+        const int fMove,
+        const int fCubeOwner, const int fCrawford, const int nMatchTo, const int anScore[2], const int nCube,
+        const int fJacobyInUse, const gamestate gs)
+{
+
+    unsigned char auchKey[9];
+
+    memset(auchKey, 0, 9);
+
+    SetBits(auchKey, 0, 4, LogCube(nCube));
+    SetBits(auchKey, 4, 2, fCubeOwner & 0x3);
+    SetBits(auchKey, 6, 1, fMove);
+    SetBits(auchKey, 7, 1, fCrawford);
+    SetBits(auchKey, 8, 3, (int) gs);
+    SetBits(auchKey, 11, 1, fTurn);
+    SetBits(auchKey, 12, 1, fDoubled);
+    SetBits(auchKey, 13, 2, fResigned);
+    if (anDice[0] >= anDice[1]) {
+        SetBits(auchKey, 15, 3, anDice[0] & 0x7);
+        SetBits(auchKey, 18, 3, anDice[1] & 0x7);
+    } else {
+        SetBits(auchKey, 15, 3, anDice[1] & 0x7);
+        SetBits(auchKey, 18, 3, anDice[0] & 0x7);
+    }
+    SetBits(auchKey, 21, 15, nMatchTo & 0x7FFF);
+    SetBits(auchKey, 36, 15, anScore[0] & 0x7FFF);
+    SetBits(auchKey, 51, 15, anScore[1] & 0x7FFF);
+    SetBits(auchKey, 66, 1, (!fJacobyInUse));
+
+    return MatchIDFromKey(auchKey);
+
+}
+
+static int
+MatchFromKey(int anDice[2],
+             int *pfTurn,
+             int *pfResigned,
+             int *pfDoubled,
+             int *pfMove, int *pfCubeOwner, int *pfCrawford, int *pnMatchTo, int anScore[2], int *pnCube,
+             int *pfJacoby, gamestate * pgs, const unsigned char *auchKey)
+{
+    int temp;
+    GetBits(auchKey, 0, 4, pnCube);
+    *pnCube = 0x1 << *pnCube;
+
+    GetBits(auchKey, 4, 2, pfCubeOwner);
+    if (*pfCubeOwner && *pfCubeOwner != 1)
+        *pfCubeOwner = -1;
+
+    GetBits(auchKey, 6, 1, pfMove);
+    GetBits(auchKey, 7, 1, pfCrawford);
+    GetBits(auchKey, 8, 3, &temp);
+    *pgs = (gamestate) temp;
+    GetBits(auchKey, 11, 1, pfTurn);
+    GetBits(auchKey, 12, 1, pfDoubled);
+    GetBits(auchKey, 13, 2, pfResigned);
+    GetBits(auchKey, 15, 3, &anDice[0]);
+    GetBits(auchKey, 18, 3, &anDice[1]);
+    GetBits(auchKey, 21, 15, pnMatchTo);
+    GetBits(auchKey, 36, 15, &anScore[0]);
+    GetBits(auchKey, 51, 15, &anScore[1]);
+    GetBits(auchKey, 66, 1, pfJacoby);
+    *pfJacoby = !(*pfJacoby);
+
+    /* FIXME: implement a consistency check */
+
+    if (anDice[0] < 0 || anDice[0] > 6)
+        return -1;
+    if (anDice[1] < 0 || anDice[1] > 6)
+        return -1;
+    if (*pnMatchTo < 0 || *pnMatchTo > MAXSCORE)
+        return -1;
+
+    if (*pnMatchTo) {
+        if (anScore[0] < 0 || anScore[0] > *pnMatchTo)
+            return -1;
+        if (anScore[1] < 0 || anScore[1] > *pnMatchTo)
+            return -1;
+    } else {
+        /* money game */
+        if (*pfCrawford)
+            /* no Crawford game in money play */
+            return -1;
+    }
+
+    return 0;
+
+}
+
+
+extern int
+MatchFromID(unsigned int anDice[2],
+            int *pfTurn,
+            int *pfResigned,
+            int *pfDoubled, int *pfMove, int *pfCubeOwner, int *pfCrawford, int *pnMatchTo, int anScore[2], int *pnCube,
+            int *pfJacoby, gamestate * pgs, const char *szMatchID)
+{
+
+    unsigned char auchKey[9];
+    unsigned char *puch = auchKey;
+    unsigned char ach[L_MATCHID + 1];
+    unsigned char *pch = ach;
+    int i;
+
+    memset(ach, 0, sizeof(ach));
+    /* decode base64 into key */
+    for (i = 0; i < L_MATCHID && szMatchID[i]; i++)
+        pch[i] = Base64((unsigned char) szMatchID[i]);
+
+    for (i = 0; i < 3; i++) {
+        *puch++ = (unsigned char) (pch[0] << 2) | (pch[1] >> 4);
+        *puch++ = (unsigned char) (pch[1] << 4) | (pch[2] >> 2);
+        *puch++ = (unsigned char) (pch[2] << 6) | pch[3];
+
+        pch += 4;
+    }
+
+    /* get matchstate info from the key */
+
+    return MatchFromKey((int *) anDice, pfTurn, pfResigned, pfDoubled, pfMove, pfCubeOwner, pfCrawford, pnMatchTo,
+                        (int *) anScore, pnCube, pfJacoby, pgs, auchKey);
+}
+
+/*
+ * Generate match ID from matchstate
+ *
+ * Input:
+ *   pms: match state
+ *
+ */
+
+extern char *
+MatchIDFromMatchState(const matchstate * pms)
+{
+
+    return MatchID(pms->anDice,
+                   pms->fTurn,
+                   pms->fResigned,
+                   pms->fDoubled, pms->fMove, pms->fCubeOwner, pms->fCrawford, pms->nMatchTo, pms->anScore, pms->nCube,
+                   pms->fJacoby, pms->gs);
+
+}
diff --git a/engine/gnubg/matchid.h b/engine/gnubg/matchid.h
new file mode 100644
index 0000000..be1602b
--- /dev/null
+++ b/engine/gnubg/matchid.h
@@ -0,0 +1,53 @@
+/*
+ * Copyright (C) 2002 Joern Thyssen <jthyssen@dk.ibm.com>
+ * Copyright (C) 2008-2013 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ * $Id: matchid.h,v 1.18 2021/07/14 19:21:45 plm Exp $
+ */
+
+#ifndef MATCHID_H
+#define MATCHID_H
+
+#define L_MATCHID 12
+
+typedef struct {
+    int anDice[2];
+    int fTurn;
+    int fResigned;
+    int fDoubled;
+    gamestate gs;
+} posinfo;
+
+extern int LogCube(int n);
+
+extern char *MatchID(const unsigned int anDice[2],
+                     int fTurn,
+                     int fResigned,
+                     int fDoubled,
+                     int fMove,
+                     int fCubeOwner,
+                     int fCrawford, int nMatchTo, const int anScore[2],
+                     int nCube, int fJacoby, gamestate gs);
+
+extern int MatchFromID(unsigned int anDice[2],
+            int *pfTurn,
+            int *pfResigned,
+            int *pfDoubled, int *pfMove, int *pfCubeOwner, int *pfCrawford, int *pnMatchTo, int anScore[2], int *pnCube,
+            int *pfJacoby, gamestate * pgs, const char *szMatchID);
+
+extern char *MatchIDFromMatchState(const matchstate * pms);
+
+#endif
diff --git a/engine/gnubg/mec.c b/engine/gnubg/mec.c
new file mode 100644
index 0000000..b1480e3
--- /dev/null
+++ b/engine/gnubg/mec.c
@@ -0,0 +1,506 @@
+/*
+ * mec - match equity calculator for backgammon. calculate equity table
+ * given match length, gammon rate and winning probabilities.
+ *
+ * Copyright (C) 1996 Claes Tornberg <claest@it.kth.se>
+ * Copyright (C) 2004-2013 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ *
+ * Modified for usage with GNUbg by Joern Thyssen <jth@gnubg.org>:
+ *
+ * (1) make external entry for usage in GNUbg
+ * (2) change "double" to "metentry", and typedef metentry to float
+ *     or double depending on MEC_STANDALONE
+ * (3) Compile with MEC_STANDALONE to get Tornberg's original program, e.g.,
+ *
+ *     gcc -DMEC_STANDALONE mec.c -o mec
+ */
+
+#include "config.h"
+#include <stdio.h>
+#include <stdlib.h>
+
+#ifndef MEC_STANDALONE
+#include "mec.h"
+#endif
+
+struct dp {
+    double e;
+    double w;
+};
+
+typedef struct dp dp;
+
+static void post_crawford(double gr, double wpf, int ml, double **E, double fd2, double fd4);
+
+static void crawford(double gr, double wpf, int ml, double **E);
+
+static void pre_crawford(double gr, double wpf, int ml, double **E);
+
+static dp dpt(int p, int o, int c, double gr, double wpp, double **E);
+
+/*
+ * Arguments are (in this order):
+ * match length
+ * gammon rate
+ * winning percentage (favorite)
+ */
+
+#ifdef MEC_STANDALONE
+
+int
+main(int argc, char **argv)
+{
+    /* match length */
+
+    int ml = argc > 1 ? atoi(argv[1]) : 9;
+
+    /* gammon rate, i.e. how many of games won/lost will be gammons */
+
+    double gr = argc > 2 ? atof(argv[2]) : 0;
+
+    /* Here one could argue for different approaches.  Does the underdog
+     * in match (current score) have different gammon rate.  Or does the
+     * underdog in match (equity at current score) have different gammon
+     * rate.  This could be solved, but for now, we assume same rates. */
+
+    /* winning percentage for favorite in one game.  NB: when one player
+     * is favorite, there is no symmetry in the equity table! I.e.
+     * E[i][1] = 1 - E[1][i] doesn't necessarily hold.  This figure must
+     * be higher than or equal to .5, i.e. 50% */
+
+    double wpf = argc > 3 ? atof(argv[3]) : 0.5;
+
+    /* Equity chart, E[p][o] = equity for p when p is p away, and o is o away.
+     * If there is a game favorite, i.e. wpf > 0.5, p above is considered
+     * to be the favorite in each game.  For now we also assume no free drop
+     * vigourish.  This will only affect the computation of post-Crawford
+     * equities, and is quite easy to correct.  */
+
+    double **E = (double **) malloc((ml + 1) * sizeof(double *));
+
+    double *ec = (double *) calloc((ml + 1) * (ml + 1), sizeof(double));
+
+    if (E == NULL || ec == NULL)
+        exit(EXIT_FAILURE);
+
+    {
+        int i;
+
+        /* Initialize E to point to correct positions */
+
+        for (i = 0; i <= ml; i++) {
+            E[i] = &ec[i * (ml + 1)];
+        }
+
+        /* Initialize E for 0-away scores */
+
+        for (i = 1; i <= ml; i++) {
+            E[0][i] = 1;
+            E[i][0] = 0;
+        }
+    }
+
+    /* Compute post-Crawford equities, given gammon rate, winning percentage
+     * for favorite (game), match length.  Fill in the equity table. */
+
+    post_crawford(gr, wpf, ml, E, 0.0, 0.0);
+
+    {
+        int i;
+        printf("Post-Crawford:\n");
+        for (i = 1; i < ml; ++i)
+            printf("%6.3f", E[i][1]);
+        printf("\n");
+        for (i = 1; i < ml; ++i)
+            printf("%6.3f", E[1][i]);
+        printf("\n");
+    }
+
+
+    /* Compute Crawford equities, given gammon rate, winning percentage
+     * for favorite (game), match length, and post-Crawford equities.
+     * Fill in the table. */
+
+    crawford(gr, wpf, ml, E);
+
+    /* Compute pre-Crawford equities,  given gammon rate, winning percentage
+     * for favorite (game), match length, and Crawford equities.
+     * Fill in the table. */
+
+    pre_crawford(gr, wpf, ml, E);
+
+    /* Print the equity table.  Nothing fancy. */
+
+    {
+        int i, j;
+
+        printf("Gammon rate %5.4f\n" "Winning %%   %5.4f\n\n", gr, wpf);
+
+
+        printf("%3s", "");
+
+        for (i = 1; i <= ml; i++) {
+            printf("%6d", i);
+        }
+
+        printf("\n");
+
+        for (i = 1; i <= ml; i++) {
+            printf("%3d", i);
+            for (j = 1; j <= ml; j++)
+                printf("%6.3f", E[i][j]);
+            printf("\n");
+        }
+    }
+
+    free(ec);
+    free(E);
+}
+
+#else                           /* MEC_STANDALONE */
+
+extern void
+mec_pc(const float rGammonRate,
+       const float rFreeDrop2Away, const float rFreeDrop4Away, const float rWinRate, float arMetPC[MAXSCORE])
+{
+
+    unsigned int i;
+
+    /* match length */
+
+    const unsigned int ml = 64;
+
+    /* gammon rate, i.e. how many of games won/lost will be gammons */
+
+    double gr = rGammonRate;
+
+    /* Here one could argue for different approaches.  Does the underdog
+     * in match (current score) have different gammon rate.  Or does the
+     * underdog in match (equity at current score) have different gammon
+     * rate.  This could be solved, but for now, we assume same rates. */
+
+    /* winning percentage for favorite in one game.  NB: when one player
+     * is favorite, there is no symmetry in the equity table! I.e.
+     * E[i][1] = 1 - E[1][i] doesn't necessarily hold.  This figure must
+     * be higher than or equal to .5, i.e. 50% */
+
+    double wpf = rWinRate;
+
+    /* Equity chart, E[p][o] = equity for p when p is p away, and o is o away.
+     * If there is a game favorite, i.e. wpf > 0.5, p above is considered
+     * to be the favorite in each game.  For now we also assume no free drop
+     * vigourish.  This will only affect the computation of post-Crawford
+     * equities, and is quite easy to correct.  */
+
+    double **E = (double **) malloc((ml + 1) * sizeof(double *));
+
+    double *ec = (double *) calloc((ml + 1) * (ml + 1), sizeof(double));
+
+    if (!E || !ec)
+        exit(-1);               /* We're in trouble... */
+
+    {
+
+        /* Initialize E to point to correct positions */
+
+        for (i = 0; i <= ml; i++) {
+            E[i] = &ec[i * (ml + 1)];
+        }
+
+        /* Initialize E for 0-away scores */
+
+        for (i = 1; i <= ml; i++) {
+            E[0][i] = 1;
+            E[i][0] = 0;
+        }
+    }
+
+    /* Compute post-Crawford equities, given gammon rate, winning percentage
+     * for favorite (game), match length.  Fill in the equity table. */
+
+    post_crawford(gr, wpf, ml, E, (double) rFreeDrop2Away, (double) rFreeDrop4Away);
+
+    /* save post Crawford equities */
+
+    for (i = 0; i < ml; ++i)
+        arMetPC[i] = (float) E[i + 1][1];
+
+    /* garbage collect */
+
+    free(ec);
+    free(E);
+}
+
+
+extern void
+mec(const float rGammonRate, const float rWinRate,
+    /* const *//*lint -e{818} */ float aarMetPC[2][MAXSCORE],
+    float aarMet[MAXSCORE][MAXSCORE])
+{
+
+    unsigned int i, j;
+
+    /* match length */
+
+    const unsigned int ml = 64;
+
+    /* gammon rate, i.e. how many of games won/lost will be gammons */
+
+    double gr = rGammonRate;
+
+    /* Here one could argue for different approaches.  Does the underdog
+     * in match (current score) have different gammon rate.  Or does the
+     * underdog in match (equity at current score) have different gammon
+     * rate.  This could be solved, but for now, we assume same rates. */
+
+    /* winning percentage for favorite in one game.  NB: when one player
+     * is favorite, there is no symmetry in the equity table! I.e.
+     * E[i][1] = 1 - E[1][i] doesn't necessarily hold.  This figure must
+     * be higher than or equal to .5, i.e. 50% */
+
+    double wpf = rWinRate;
+
+    /* Equity chart, E[p][o] = equity for p when p is p away, and o is o away.
+     * If there is a game favorite, i.e. wpf > 0.5, p above is considered
+     * to be the favorite in each game.  For now we also assume no free drop
+     * vigourish.  This will only affect the computation of post-Crawford
+     * equities, and is quite easy to correct.  */
+
+    double **E = (double **) malloc((ml + 1) * sizeof(double *));
+
+    double *ec = (double *) calloc((ml + 1) * (ml + 1), sizeof(double));
+
+    if (!E || !ec)
+        exit(-1);               /* We're in trouble... */
+
+    {
+
+        /* Initialize E to point to correct positions */
+
+        for (i = 0; i <= ml; i++) {
+            E[i] = &ec[i * (ml + 1)];
+        }
+
+        /* Initialize E for 0-away scores */
+
+        for (i = 1; i <= ml; i++) {
+            E[0][i] = 1;
+            E[i][0] = 0;
+        }
+    }
+
+    /* Compute post-Crawford equities, given gammon rate, winning percentage
+     * for favorite (game), match length.  Fill in the equity table. */
+
+    for (i = 0; i < ml; ++i)
+        E[i + 1][1] = aarMetPC[0][i];
+
+    for (i = 0; i < ml; ++i)
+        E[1][i + 1] = 1.0 - (double)aarMetPC[1][i];
+
+    /* Compute Crawford equities, given gammon rate, winning percentage
+     * for favorite (game), match length, and post-Crawford equities.
+     * Fill in the table. */
+
+    crawford(gr, wpf, ml, E);
+
+    /* Compute pre-Crawford equities,  given gammon rate, winning percentage
+     * for favorite (game), match length, and Crawford equities.
+     * Fill in the table. */
+
+    pre_crawford(gr, wpf, ml, E);
+
+    /* save the match equiy table */
+
+    for (i = 0; i < ml; ++i)
+        for (j = 0; j < ml; ++j)
+            aarMet[i][j] = (float) E[i + 1][j + 1];
+
+    /* garbage collect */
+
+    free(ec);
+    free(E);
+}
+
+#endif                          /* ! MEC_STANDALONE */
+
+/* If last bit is zero, then x is even. */
+#define even(x)	(((x)&0x1)==0)
+
+/* sq returns x if x is greater than zero, else it returns zero. */
+#define sq(x) ((x)>0?(x):0)
+
+static void
+post_crawford(double gr, double wpf, int ml, /*lint -e{818} */ double **E,
+              double fd2, double fd4)
+{
+    int i;
+
+    E[1][1] = wpf;
+
+    for (i = 2; i <= ml; i++) {
+        if (even(i)) {
+            /* Free drop condition exists */
+            E[1][i] = E[1][i - 1];
+            E[i][1] = E[i - 1][1];
+            /* jth: add empirical values for free drop */
+            if (i == 2) {
+                /* 2-away */
+                E[1][i] += fd2;
+                E[i][1] -= fd2;
+            } else if (i == 4) {
+                /* 4-away */
+                E[1][i] += fd4;
+                E[i][1] += fd4;
+            }
+        } else {
+            E[1][i] =           /* Equity for favorite when 1-away, i-away */
+                E[0][i] * wpf   /* Favorite wins */
+                + E[1][sq(i - 2)] * (1 - wpf) * (1 - gr)        /* Favorite loses single */
+                +E[1][sq(i - 4)] * (1 - wpf) * gr;      /* Favorite loses gammon */
+
+            E[i][1] =           /* Equity for favorite when i-away, 1-away */
+                E[i][0] * (1 - wpf)     /* Favorite loses */
+                +E[sq(i - 2)][1] * wpf * (1 - gr)       /* Favorite wins single */
+                +E[sq(i - 4)][1] * wpf * gr;    /* Favorite wins gammon */
+        }
+    }
+}
+
+static void
+crawford(double gr, double wpf, int ml, /*lint -e{818} */ double **E)
+{
+    int i;
+
+    /* Compute Crawford equities.  Do this backwards, since
+     * we overwrite post-Crawford equities with Crawford equities.
+     * In this way we only overwrite equities no longer needed. */
+
+    for (i = ml; i >= 2; i--) {
+        E[1][i] =               /* Equity for favorite when 1-away,i-away */
+            E[0][i] * wpf       /* Favorite wins */
+            + E[1][i - 1] * (1 - wpf) * (1 - gr)        /* Favorite loses single */
+            +E[1][i - 2] * (1 - wpf) * gr;      /* Favorite loses gammon */
+
+        E[i][1] =               /* Equity for favorite when i-away, 1-away */
+            E[i][0] * (1 - wpf) /* Favorite loses */
+            +E[i - 1][1] * wpf * (1 - gr)       /* Favorite wins single */
+            +E[i - 2][1] * wpf * gr;    /* Favorite wins gammon */
+    }
+}
+
+static void
+pre_crawford(double gr, double wpf, int ml, double **E)
+{
+    int i, j;
+    dp dpf, dpu;
+    double eq;
+
+    for (i = 2; i <= ml; i++)
+        for (j = i; j <= ml; j++) {
+            dpf = dpt(i, j, 2, gr, wpf, E);
+            dpu = dpt(j, i, 2, gr, 1 - wpf, E);
+
+            dpu.e = 1 - dpu.e;
+            dpu.w = 1 - dpu.w;
+
+            eq = dpu.e + (dpf.e - dpu.e) * (wpf - dpu.w) / (dpf.w - dpu.w);
+
+            E[i][j] = eq;
+
+            if (i != j) {
+                dpf = dpt(j, i, 2, gr, wpf, E);
+                dpu = dpt(i, j, 2, gr, 1 - wpf, E);
+
+                dpu.e = 1 - dpu.e;
+                dpu.w = 1 - dpu.w;
+
+                eq = dpu.e + (dpf.e - dpu.e) * (wpf - dpu.w) / (dpf.w - dpu.w);
+
+                E[j][i] = eq;
+            }
+        }
+}
+
+/* Compute point when p doubles o to c, assuming gammon rate gr,
+ * p wins wpp % of games, and equities E for favorite.  At this
+ * point o does equally well passing the double as taking it. */
+
+static dp
+dpt(int p, int o, int c, double gr, double wpp, double **E)
+{
+    dp dpo, dpp;
+    double e0, edp, wdp;
+
+    if (p <= c / 2) {
+        /* No reason for p to double o, since a single win
+         * is enough to win the match. */
+
+        dpp.e = 1;
+        dpp.w = 1;
+        return dpp;
+    }
+
+    /* p might double o to c since he needs more than a single
+     * game to win the match. */
+
+    /* Find out when o (re)doubles p to 2*c */
+
+    dpo = dpt(o, p, 2 * c, gr, 1 - wpp, E);
+
+    /* Find out equity for o if p does well and wins
+     * all games here (assuming no recube from o), i.e.
+     * o loses all games sitting on a c-cube. */
+
+    if (wpp > 0.5) {
+        /* o isn't game favorite, equity for o at o-away x-away is 1 - E[x][o]. */
+
+        e0 = (1 - E[sq(p - c)][o]) * (1 - gr)
+            + (1 - E[sq(p - 2 * c)][o]) * gr;
+    } else {
+        /* o is game favorite, equity for o at o-away x-away is E[o][x]. */
+
+        e0 = E[o][sq(p - c)] * (1 - gr)
+            + E[o][sq(p - 2 * c)] * gr;
+    }
+
+    /* Find out o:s equity if o passes the double to c, i.e. loses c / 2 points. */
+
+    if (wpp > 0.5) {
+        /* o isn't game favorite, equity for o at o-away x-away is 1 - E[x][o]. */
+
+        edp = 1 - E[sq(p - c / 2)][o];
+    } else {
+        /* o is game favorite, equity for o at o-away x-away is E[o][x]. */
+
+        edp = E[o][sq(p - c / 2)];
+    }
+
+    /* Find the winning percentage, which on the line from
+     * (w0?,e0) to (dpo.w,dpo.e) gives o an equity equal to O's
+     * equity  passing the double to c (i.e. losing c / 2 pts) */
+
+    wdp = (edp - e0) * dpo.w / (dpo.e - e0);
+
+    /* Now we know when p should double o, expressed as
+     * winning percentage and equity for o.  Return this
+     * expressed in figures for p */
+
+    dpp.e = 1 - edp;
+    dpp.w = 1 - wdp;
+    return dpp;
+}
diff --git a/engine/gnubg/mec.h b/engine/gnubg/mec.h
new file mode 100644
index 0000000..0ae8a80
--- /dev/null
+++ b/engine/gnubg/mec.h
@@ -0,0 +1,33 @@
+/*
+ * Copyright (C) 1999-2002 Joern Thyssen <jth@gnubg.org>
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+
+#ifndef MEC_H
+#define MEC_H
+
+#include "matchequity.h"
+
+extern void
+mec(float rGammonRate, float rWinRate,
+     float aarMetPC[2][MAXSCORE],
+     float aarMet[MAXSCORE][MAXSCORE]);
+
+extern void
+mec_pc(float rGammonRate,
+       float rFreeDrop2Away, float rFreeDrop4Away, float rWinRate, float arMetPC[MAXSCORE]);
+
+#endif                          /* MEC_H */
diff --git a/engine/gnubg/movefilters.inc b/engine/gnubg/movefilters.inc
new file mode 100644
index 0000000..9f4a03c
--- /dev/null
+++ b/engine/gnubg/movefilters.inc
@@ -0,0 +1,31 @@
+/*
+ * Copyright (C) 1998-2003 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 1999-2025 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+/* Default movefilters */
+
+#define MOVEFILTER_NORMAL \
+  { { { .Accept = 0, .Extra = 12, .Threshold = 0.24f }, { .Accept = 0, .Extra =  0                     }, { .Accept = 0, .Extra = 0                     }, { .Accept = 0, .Extra = 0                     } }, \
+    { { .Accept = 0, .Extra = 12, .Threshold = 0.24f }, { .Accept = 0, .Extra =  6, .Threshold = 0.12f }, { .Accept = 0, .Extra = 0                     }, { .Accept = 0, .Extra = 0                     } }, \
+    { { .Accept = 0, .Extra = 16, .Threshold = 0.32f }, { .Accept = 0, .Extra =  8, .Threshold = 0.16f }, { .Accept = 0, .Extra = 4, .Threshold = 0.06f }, { .Accept = 0, .Extra = 0                     } }, \
+    { { .Accept = 0, .Extra = 16, .Threshold = 0.32f }, { .Accept = 0, .Extra = 12, .Threshold = 0.16f }, { .Accept = 0, .Extra = 6, .Threshold = 0.08f }, { .Accept = 0, .Extra = 4, .Threshold = 0.06f } } }
+
+#define MOVEFILTER_LARGE \
+  { { { .Accept = 0, .Extra = 16, .Threshold = 0.32f }, { .Accept = 0, .Extra =  0                     }, { .Accept = 0, .Extra = 0                     }, { .Accept = 0, .Extra = 0                     } }, \
+    { { .Accept = 0, .Extra = 16, .Threshold = 0.32f }, { .Accept = 0, .Extra =  8, .Threshold = 0.16f }, { .Accept = 0, .Extra = 0                     }, { .Accept = 0, .Extra = 0                     } }, \
+    { { .Accept = 0, .Extra = 24, .Threshold = 0.40f }, { .Accept = 0, .Extra = 12, .Threshold = 0.20f }, { .Accept = 0, .Extra = 6, .Threshold = 0.08f }, { .Accept = 0, .Extra = 0                     } }, \
+    { { .Accept = 0, .Extra = 32, .Threshold = 0.40f }, { .Accept = 0, .Extra = 16, .Threshold = 0.20f }, { .Accept = 0, .Extra = 8, .Threshold = 0.10f }, { .Accept = 0, .Extra = 6, .Threshold = 0.08f } } }
diff --git a/engine/gnubg/mtsupport.c b/engine/gnubg/mtsupport.c
new file mode 100644
index 0000000..8914217
--- /dev/null
+++ b/engine/gnubg/mtsupport.c
@@ -0,0 +1,313 @@
+/*
+ * Copyright (C) 2007-2009 Jon Kinsey <jonkinsey@gmail.com>
+ * Copyright (C) 2007-2018 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+/*
+ * Multithreaded support functions, moved out of multithread.c
+ */
+
+#include "config.h"
+#include "multithread.h"
+
+#include <stdlib.h>
+#if defined (DEBUG_MULTITHREADED)
+#include <stdio.h>
+#endif
+#include <string.h>
+
+#include "lib/simd.h"
+
+SSE_ALIGN(ThreadData td);
+
+extern ThreadLocalData *
+MT_CreateThreadLocalData(int id)
+{
+    ThreadLocalData *tld = (ThreadLocalData *) g_malloc(sizeof(ThreadLocalData));
+    tld->id = id;
+    tld->pnnState = (NNState *) g_malloc(sizeof(NNState) * 3);
+    tld->pnnState[CLASS_RACE - CLASS_RACE].savedBase = g_malloc0(nnRace.cHidden * sizeof(float));
+    tld->pnnState[CLASS_RACE - CLASS_RACE].savedIBase = g_malloc0(nnRace.cInput * sizeof(float));
+    tld->pnnState[CLASS_CRASHED - CLASS_RACE].savedBase = g_malloc0(nnCrashed.cHidden * sizeof(float));
+    tld->pnnState[CLASS_CRASHED - CLASS_RACE].savedIBase = g_malloc0(nnCrashed.cInput * sizeof(float));
+    tld->pnnState[CLASS_CONTACT - CLASS_RACE].savedBase = g_malloc0(nnContact.cHidden * sizeof(float));
+    tld->pnnState[CLASS_CONTACT - CLASS_RACE].savedIBase = g_malloc0(nnContact.cInput * sizeof(float));
+
+    tld->aMoves = (move *) g_malloc0(sizeof(move) * MAX_INCOMPLETE_MOVES);
+    return tld;
+}
+
+#if defined(USE_MULTITHREAD)
+
+#if defined(DEBUG_MULTITHREADED) && defined(WIN32)
+unsigned int mainThreadID;
+#endif
+
+static GMutex condMutex;        /* Extra mutex needed for waiting */
+
+static GPrivate private_item = G_PRIVATE_INIT(free);
+
+extern void
+TLSCreate(TLSItem * pItem)
+{
+    *pItem = &private_item;
+}
+
+extern void
+TLSSetValue(TLSItem pItem, size_t value)
+{
+    size_t *pNew = (size_t *) g_malloc(sizeof(size_t));
+    *pNew = value;
+    g_private_set(pItem, (gpointer) pNew);
+}
+
+extern void
+InitManualEvent(ManualEvent * pME)
+{
+    ManualEvent pNewME = g_malloc(sizeof(*pNewME));
+
+    g_cond_init(&pNewME->cond);
+    pNewME->signalled = FALSE;
+    *pME = pNewME;
+}
+
+extern void
+FreeManualEvent(ManualEvent ME)
+{
+    g_cond_clear(&ME->cond);
+    g_free(ME);
+}
+
+extern void
+WaitForManualEvent(ManualEvent ME)
+{
+    gint64 end_time;
+
+    multi_debug("wait for manual event asks lock (condMutex)");
+
+    g_mutex_lock(&condMutex);
+    end_time = g_get_monotonic_time() + 10 * G_TIME_SPAN_SECOND;
+
+    multi_debug("wait for manual event gets lock (condMutex)");
+
+    while (!ME->signalled) {
+        multi_debug("waiting for manual event");
+
+        if (!g_cond_wait_until(&ME->cond, &condMutex, end_time))
+            break;
+        else {
+            multi_debug("still waiting for manual event");
+        }
+    }
+
+    g_mutex_unlock(&condMutex);
+    multi_debug("wait for manual event unlocks (condMutex)");
+}
+
+extern void
+ResetManualEvent(ManualEvent ME)
+{
+    multi_debug("reset manual event asks lock (condMutex)");
+    g_mutex_lock(&condMutex);
+    multi_debug("reset manual event gets lock (condMutex)");
+
+    ME->signalled = FALSE;
+    g_mutex_unlock(&condMutex);
+    multi_debug("reset manual event unlocks (condMutex)");
+}
+
+extern void
+SetManualEvent(ManualEvent ME)
+{
+    multi_debug("set manual event asks lock (condMutex)");
+    g_mutex_lock(&condMutex);
+    multi_debug("set manual event gets lock (condMutex)");
+
+    ME->signalled = TRUE;
+    g_cond_broadcast(&ME->cond);
+
+    g_mutex_unlock(&condMutex);
+    multi_debug("set manual event unlocks (condMutex)");
+}
+
+extern void
+InitMutex(Mutex * pMutex)
+{
+    g_mutex_init(pMutex);
+}
+
+extern void
+FreeMutex(Mutex * mutex)
+{
+    g_assert(MT_GetThreadID() == -1);
+    g_mutex_clear(mutex);
+}
+
+extern void
+Mutex_Lock(Mutex * mutex)
+{
+    g_mutex_lock(mutex);
+}
+
+extern void
+Mutex_Release(Mutex * mutex)
+{
+    g_mutex_unlock(mutex);
+}
+
+extern void
+MT_InitThreads(void)
+{
+    td.tasks = NULL;
+    MT_SafeSet(&td.doneTasks, 0);
+    td.addedTasks = 0;
+    td.totalTasks = -1;
+    InitManualEvent(&td.activity);
+    TLSCreate(&td.tlsItem);
+    TLSSetValue(td.tlsItem, (size_t) MT_CreateThreadLocalData(-1));
+
+#if defined(DEBUG_MULTITHREADED) && defined(WIN32)
+    mainThreadID = GetCurrentThreadId();
+#endif
+    InitMutex(&td.multiLock);
+    InitMutex(&td.queueLock);
+    InitManualEvent(&td.syncStart);
+    InitManualEvent(&td.syncEnd);
+    td.numThreads = 0;
+}
+
+extern void
+CloseThread(void *UNUSED(unused))
+{
+    ThreadLocalData *pTLD;
+    NNState *pnnState;
+
+    g_assert(MT_SafeCompare(&td.closingThreads, TRUE));
+
+    pTLD = (ThreadLocalData *) TLSGet(td.tlsItem);
+    pnnState = pTLD->pnnState;
+
+    g_free(pTLD->aMoves);
+
+    for (int i = 0; i < 3; i++) {
+        g_free(pnnState[i].savedBase);
+        g_free(pnnState[i].savedIBase);
+    }
+
+    g_free(pnnState);
+    g_free(pTLD);
+
+    MT_SafeInc(&td.result);
+}
+
+extern void
+MT_Close(void)
+{
+    MT_CloseThreads();
+
+    FreeManualEvent(td.activity);
+    FreeMutex(&td.multiLock);
+    FreeMutex(&td.queueLock);
+
+    FreeManualEvent(td.syncStart);
+    FreeManualEvent(td.syncEnd);
+}
+
+extern void
+MT_Exclusive(void)
+{
+    multi_debug("exclusive asks lock (multiLock)");
+    Mutex_Lock(&td.multiLock);
+    multi_debug("exclusive gets lock (multiLock)");
+}
+
+extern void
+MT_Release(void)
+{
+    Mutex_Release(&td.multiLock);
+    multi_debug("release unlocks (multiLock)");
+}
+
+#if defined(DEBUG_MULTITHREADED)
+extern void
+multi_debug(const char *str, ...)
+{
+    int id;
+    va_list vl;
+    char tn[5];
+    char buf[1024];
+
+    /* Sync output so order makes some sense */
+#if defined(WIN32)
+    WaitForSingleObject(td.multiLock, INFINITE);
+#endif
+    /* With glib threads, locking here doesn't seem to work :
+     * GLib (gthread-posix.c): Unexpected error from C library during 'pthread_mutex_lock': Resource deadlock avoided.  Aborting.
+     * Timestamp the output instead.
+     * Maybe the g_get_*_time() calls will sync output as well anyway... */
+
+    va_start(vl, str);
+    vsprintf(buf, str, vl);
+
+    id = MT_GetThreadID();
+#if defined(WIN32)
+    if (id == -1 && GetCurrentThreadId() == mainThreadID)
+#else
+    if (id == -1)
+#endif
+        strcpy(tn, "MT");
+    else
+        sprintf(tn, "T%d", id);
+
+    printf("%" G_GINT64_FORMAT " %s: %s\n", g_get_monotonic_time(), tn, buf);
+
+    va_end(vl);
+
+#if defined(WIN32)
+    ReleaseMutex(td.multiLock);
+#endif
+}
+
+#endif
+
+#else	/* !defined(USE_MULTITHREAD) */
+
+extern void
+MT_InitThreads(void)
+{
+    td.tld = MT_CreateThreadLocalData(-1);
+}
+
+extern void
+MT_Close(void)
+{
+    int i;
+    NNState *pnnState;
+
+    if (!td.tld)
+        return;
+
+    g_free(td.tld->aMoves);
+    pnnState = td.tld->pnnState;
+    for (i = 0; i < 3; i++) {
+        g_free(pnnState[i].savedBase);
+        g_free(pnnState[i].savedIBase);
+    }
+    g_free(pnnState);
+    g_free(td.tld);
+}
+
+#endif
diff --git a/engine/gnubg/positionid.c b/engine/gnubg/positionid.c
new file mode 100644
index 0000000..05f874e
--- /dev/null
+++ b/engine/gnubg/positionid.c
@@ -0,0 +1,539 @@
+/*
+ * Copyright (C) 1998-2002 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2000-2014 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ *
+ *
+ * An implementation of the legacy position key/ID described at:
+ *   https://www.gnu.org/software/gnubg/manual/gnubg.html#gnubg-tech_postionid
+ *
+ * This encoding creates IDs as compact as possible.
+ *
+ * For internal use in moves generation and evaluation we now use another
+ * key, much faster to encode or decode, that is essentially the raw board
+ * squeezed down to 4 bits/point.
+ *
+ * This library also calculates bearoff IDs, which are enumerations of the
+ *
+ *    c+6
+ *       C
+ *        6
+ *
+ * combinations of (up to c) chequers among 6 points.
+ *
+ *
+ * $Id: positionid.c,v 1.56 2021/01/26 22:09:24 plm Exp $
+ */
+
+#include "config.h"
+#include <glib.h>
+#include <errno.h>
+#include <string.h>
+#include "positionid.h"
+
+extern void
+PositionKey(const TanBoard anBoard, positionkey * pkey)
+{
+    unsigned int i, j;
+    unsigned int *anpBoard = pkey->data;
+
+    for (i = 0, j = 0; i < 3; i++, j += 8) {
+        anpBoard[i] = anBoard[1][j] + (anBoard[1][j + 1] << 4)
+            + (anBoard[1][j + 2] << 8) + (anBoard[1][j + 3] << 12)
+            + (anBoard[1][j + 4] << 16) + (anBoard[1][j + 5] << 20)
+            + (anBoard[1][j + 6] << 24) + (anBoard[1][j + 7] << 28);
+        anpBoard[i + 3] = anBoard[0][j] + (anBoard[0][j + 1] << 4)
+            + (anBoard[0][j + 2] << 8) + (anBoard[0][j + 3] << 12)
+            + (anBoard[0][j + 4] << 16) + (anBoard[0][j + 5] << 20)
+            + (anBoard[0][j + 6] << 24) + (anBoard[0][j + 7] << 28);
+    }
+    anpBoard[6] = anBoard[0][24] + (anBoard[1][24] << 4);
+}
+
+extern void
+PositionFromKey(TanBoard anBoard, const positionkey * pkey)
+{
+    unsigned int i, j;
+    unsigned int const *anpBoard = pkey->data;
+
+    for (i = 0, j = 0; i < 3; i++, j += 8) {
+        anBoard[1][j] = anpBoard[i] & 0x0f;
+        anBoard[1][j + 1] = (anpBoard[i] >> 4) & 0x0f;
+        anBoard[1][j + 2] = (anpBoard[i] >> 8) & 0x0f;
+        anBoard[1][j + 3] = (anpBoard[i] >> 12) & 0x0f;
+        anBoard[1][j + 4] = (anpBoard[i] >> 16) & 0x0f;
+        anBoard[1][j + 5] = (anpBoard[i] >> 20) & 0x0f;
+        anBoard[1][j + 6] = (anpBoard[i] >> 24) & 0x0f;
+        anBoard[1][j + 7] = (anpBoard[i] >> 28) & 0x0f;
+
+        anBoard[0][j] = anpBoard[i + 3] & 0x0f;
+        anBoard[0][j + 1] = (anpBoard[i + 3] >> 4) & 0x0f;
+        anBoard[0][j + 2] = (anpBoard[i + 3] >> 8) & 0x0f;
+        anBoard[0][j + 3] = (anpBoard[i + 3] >> 12) & 0x0f;
+        anBoard[0][j + 4] = (anpBoard[i + 3] >> 16) & 0x0f;
+        anBoard[0][j + 5] = (anpBoard[i + 3] >> 20) & 0x0f;
+        anBoard[0][j + 6] = (anpBoard[i + 3] >> 24) & 0x0f;
+        anBoard[0][j + 7] = (anpBoard[i + 3] >> 28) & 0x0f;
+    }
+    anBoard[0][24] = anpBoard[6] & 0x0f;
+    anBoard[1][24] = (anpBoard[6] >> 4) & 0x0f;
+}
+
+/* In evaluations, the function above is often followed by swapping
+ * the board. This is expensive (SwapSides is about as costly as
+ * PositionFromKey itself).
+ * Provide one that fills the board already swapped. */
+
+extern void
+PositionFromKeySwapped(TanBoard anBoard, const positionkey * pkey)
+{
+    unsigned int i, j;
+    unsigned int const *anpBoard = pkey->data;
+
+    for (i = 0, j = 0; i < 3; i++, j += 8) {
+        anBoard[0][j] = anpBoard[i] & 0x0f;
+        anBoard[0][j + 1] = (anpBoard[i] >> 4) & 0x0f;
+        anBoard[0][j + 2] = (anpBoard[i] >> 8) & 0x0f;
+        anBoard[0][j + 3] = (anpBoard[i] >> 12) & 0x0f;
+        anBoard[0][j + 4] = (anpBoard[i] >> 16) & 0x0f;
+        anBoard[0][j + 5] = (anpBoard[i] >> 20) & 0x0f;
+        anBoard[0][j + 6] = (anpBoard[i] >> 24) & 0x0f;
+        anBoard[0][j + 7] = (anpBoard[i] >> 28) & 0x0f;
+
+        anBoard[1][j] = anpBoard[i + 3] & 0x0f;
+        anBoard[1][j + 1] = (anpBoard[i + 3] >> 4) & 0x0f;
+        anBoard[1][j + 2] = (anpBoard[i + 3] >> 8) & 0x0f;
+        anBoard[1][j + 3] = (anpBoard[i + 3] >> 12) & 0x0f;
+        anBoard[1][j + 4] = (anpBoard[i + 3] >> 16) & 0x0f;
+        anBoard[1][j + 5] = (anpBoard[i + 3] >> 20) & 0x0f;
+        anBoard[1][j + 6] = (anpBoard[i + 3] >> 24) & 0x0f;
+        anBoard[1][j + 7] = (anpBoard[i + 3] >> 28) & 0x0f;
+    }
+    anBoard[1][24] = anpBoard[6] & 0x0f;
+    anBoard[0][24] = (anpBoard[6] >> 4) & 0x0f;
+}
+
+static inline void
+addBits(unsigned char auchKey[10], unsigned int bitPos, unsigned int nBits)
+{
+    unsigned int k = bitPos / 8;
+    unsigned int r = (bitPos & 0x7);
+    unsigned int b = (((unsigned int) 0x1 << nBits) - 1) << r;
+
+    auchKey[k] |= (unsigned char) b;
+
+    if (k < 8) {
+        auchKey[k + 1] |= (unsigned char) (b >> 8);
+        auchKey[k + 2] |= (unsigned char) (b >> 16);
+    } else if (k == 8) {
+        auchKey[k + 1] |= (unsigned char) (b >> 8);
+    }
+}
+
+extern void
+oldPositionKey(const TanBoard anBoard, oldpositionkey * pkey)
+{
+    unsigned int i, iBit = 0;
+    const unsigned int *j;
+
+    memset(pkey, 0, sizeof(oldpositionkey));
+
+    for (i = 0; i < 2; ++i) {
+        const unsigned int *const b = anBoard[i];
+        for (j = b; j < b + 25; ++j) {
+            const unsigned int nc = *j;
+
+            if (nc) {
+                addBits(pkey->auch, iBit, nc);
+                iBit += nc + 1;
+            } else {
+                ++iBit;
+            }
+        }
+    }
+}
+
+extern void
+oldPositionFromKey(TanBoard anBoard, const oldpositionkey * pkey)
+{
+    int i = 0, j = 0, k;
+    const unsigned char *a;
+
+    memset(anBoard[0], 0, sizeof(anBoard[0]));
+    memset(anBoard[1], 0, sizeof(anBoard[1]));
+
+    for (a = pkey->auch; a < pkey->auch + 10; ++a) {
+        unsigned char cur = *a;
+
+        for (k = 0; k < 8; ++k) {
+            if ((cur & 0x1)) {
+                if (i >= 2 || j >= 25) {        /* Error, so return - will probably show error message */
+                    return;
+                }
+                ++anBoard[i][j];
+            } else {
+                if (++j == 25) {
+                    ++i;
+                    j = 0;
+                }
+            }
+            cur >>= 1;
+        }
+    }
+}
+
+
+static char *
+oldPositionIDFromKey(const oldpositionkey * pkey)
+{
+    unsigned char const *puch = pkey->auch;
+    static char szID[L_POSITIONID + 1];
+    char *pch = szID;
+    static const char aszBase64[] = "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/";
+    int i;
+
+    for (i = 0; i < 3; i++) {
+        *pch++ = aszBase64[puch[0] >> 2];
+        *pch++ = aszBase64[((puch[0] & 0x03) << 4) | (puch[1] >> 4)];
+        *pch++ = aszBase64[((puch[1] & 0x0F) << 2) | (puch[2] >> 6)];
+        *pch++ = aszBase64[puch[2] & 0x3F];
+
+        puch += 3;
+    }
+
+    *pch++ = aszBase64[*puch >> 2];
+    *pch++ = aszBase64[(*puch & 0x03) << 4];
+
+    *pch = 0;
+
+    return szID;
+}
+
+extern char *
+PositionIDFromKey(const positionkey * pkey)
+{
+    TanBoard anBoard;
+    oldpositionkey okey;
+
+    PositionFromKey(anBoard, pkey);
+    oldPositionKey((ConstTanBoard) anBoard, &okey);
+
+    return oldPositionIDFromKey(&okey);
+}
+
+extern char *
+PositionID(const TanBoard anBoard)
+{
+    oldpositionkey key;
+
+    oldPositionKey(anBoard, &key);
+
+    return oldPositionIDFromKey(&key);
+}
+
+extern int
+PositionFromXG(TanBoard anBoard, const char *pos)
+{
+    int i;
+
+    for (i = 0; i < 26; i++) {
+        int p0, p1;
+
+        if (i == 0) {
+            p0 = 24;
+            p1 = -1;
+        } else if (i == 25) {
+            p0 = -1;
+            p1 = 24;
+        } else {
+            p0 = 24 - i;
+            p1 = i - 1;
+        }
+
+        if (pos[i] >= 'A' && pos[i] <= 'P') {
+            if (p0 > -1)
+                anBoard[0][p0] = 0;
+            anBoard[1][p1] = (unsigned int) (pos[i] - 'A' + 1);
+        } else if (pos[i] >= 'a' && pos[i] <= 'p') {
+            anBoard[0][p0] = (unsigned int) (pos[i] - 'a' + 1);
+            if (p1 > -1)
+                anBoard[1][p1] = 0;
+        } else if (pos[i] == '-') {
+            if (p0 > -1)
+                anBoard[0][p0] = 0;
+            if (p1 > -1)
+                anBoard[1][p1] = 0;
+        } else {
+            return 1;
+        }
+    }
+    return 0;
+}
+
+extern int
+CheckPosition(const TanBoard anBoard)
+{
+    unsigned int ac[2], i;
+
+    /* Check for a player with over 15 chequers */
+    for (i = ac[0] = ac[1] = 0; i < 25; i++)
+        if ((ac[0] += anBoard[0][i]) > 15 || (ac[1] += anBoard[1][i]) > 15) {
+            errno = EINVAL;
+            return 0;
+        }
+
+    /* Check for both players having chequers on the same point */
+    for (i = 0; i < 24; i++)
+        if (anBoard[0][i] && anBoard[1][23 - i]) {
+            errno = EINVAL;
+            return 0;
+        }
+
+    /* Check for both players on the bar against closed boards */
+    for (i = 0; i < 6; i++)
+        if (anBoard[0][i] < 2 || anBoard[1][i] < 2)
+            return 1;
+
+    if (!anBoard[0][24] || !anBoard[1][24])
+        return 1;
+
+    errno = EINVAL;
+    return 0;
+}
+
+extern void
+ClosestLegalPosition(TanBoard anBoard)
+{
+    unsigned int i, j, ac[2];
+
+    /* Limit each player to 15 chequers */
+    for (i = 0; i < 2; i++) {
+        ac[i] = 15;
+        for (j = 0; j < 25; j++) {
+            if (anBoard[i][j] <= ac[i])
+                ac[i] -= anBoard[i][j];
+            else {
+                anBoard[i][j] = ac[i];
+                ac[i] = 0;
+            }
+        }
+    }
+
+    /* Forbid both players having a chequer on the same point */
+    for (i = 0; i < 24; i++)
+        if (anBoard[0][i])
+            anBoard[1][23 - i] = 0;
+
+    /* If both players have closed boards, let at least one of them off
+     * the bar */
+    for (i = 0; i < 6; i++)
+        if (anBoard[0][i] < 2 || anBoard[1][i] < 2)
+            /* open board */
+            return;
+
+    if (anBoard[0][24])
+        anBoard[1][24] = 0;
+}
+
+extern unsigned char
+Base64(const unsigned char ch)
+{
+    if (ch >= 'A' && ch <= 'Z')
+        return (unsigned char)(ch - 'A');
+
+    if (ch >= 'a' && ch <= 'z')
+        return (unsigned char)(ch - 'a' + 26);
+
+    if (ch >= '0' && ch <= '9')
+        return (unsigned char)(ch - '0' + 52);
+
+    if (ch == '+')
+        return 62;
+
+    if (ch == '/')
+        return 63;
+
+    return 255;
+}
+
+extern int
+PositionFromID(TanBoard anBoard, const char *pchEnc)
+{
+    oldpositionkey key;
+    unsigned char ach[L_POSITIONID + 1], *pch = ach, *puch = key.auch;
+    int i;
+
+    memset(ach, 0, L_POSITIONID + 1);
+
+    for (i = 0; i < L_POSITIONID && pchEnc[i]; i++)
+        pch[i] = Base64((unsigned char) pchEnc[i]);
+
+    for (i = 0; i < 3; i++) {
+        *puch++ = (unsigned char) (pch[0] << 2) | (pch[1] >> 4);
+        *puch++ = (unsigned char) (pch[1] << 4) | (pch[2] >> 2);
+        *puch++ = (unsigned char) (pch[2] << 6) | pch[3];
+
+        pch += 4;
+    }
+
+    *puch = (unsigned char) (pch[0] << 2) | (pch[1] >> 4);
+
+    oldPositionFromKey(anBoard, &key);
+
+    return CheckPosition((ConstTanBoard) anBoard);
+}
+
+extern int
+EqualBoards(const TanBoard anBoard0, const TanBoard anBoard1)
+{
+
+    int i;
+
+    for (i = 0; i < 25; i++)
+        if (anBoard0[0][i] != anBoard1[0][i] || anBoard0[1][i] != anBoard1[1][i])
+            return 0;
+
+    return 1;
+}
+
+#define MAX_N 40
+#define MAX_R 25
+
+static unsigned int anCombination[MAX_N][MAX_R], fCalculated = 0;
+
+static void
+InitCombination(void)
+{
+    unsigned int i, j;
+
+    for (i = 0; i < MAX_N; i++)
+        anCombination[i][0] = i + 1;
+
+    for (j = 1; j < MAX_R; j++)
+        anCombination[0][j] = 0;
+
+    for (i = 1; i < MAX_N; i++)
+        for (j = 1; j < MAX_R; j++)
+            anCombination[i][j] = anCombination[i - 1][j - 1] + anCombination[i - 1][j];
+
+    fCalculated = 1;
+}
+
+extern unsigned int
+Combination(const unsigned int n, const unsigned int r)
+{
+    g_assert(n <= MAX_N && r <= MAX_R);
+
+    if (!fCalculated)
+        InitCombination();
+
+    return anCombination[n - 1][r - 1];
+}
+
+static unsigned int
+PositionF(unsigned int fBits, unsigned int n, unsigned int r)
+{
+    if (n == r)
+        return 0;
+
+    return (fBits & (1u << (n - 1))) ? Combination(n - 1, r) +
+        PositionF(fBits, n - 1, r - 1) : PositionF(fBits, n - 1, r);
+}
+
+extern unsigned int
+PositionBearoff(const unsigned int anBoard[], unsigned int nPoints, unsigned int nChequers)
+{
+    unsigned int i, fBits, j;
+
+    if (nPoints == 0) {
+        g_assert_not_reached();
+        return 0;
+    }
+
+    for (j = nPoints - 1, i = 0; i < nPoints; i++)
+        j += anBoard[i];
+
+    fBits = 1u << j;
+
+    for (i = 0; i < nPoints - 1; i++) {
+        j -= anBoard[i] + 1;
+        fBits |= (1u << j);
+    }
+
+    return PositionF(fBits, nChequers + nPoints, nPoints);
+}
+
+static unsigned int
+PositionInv(unsigned int nID, unsigned int n, unsigned int r)
+{
+    unsigned int nC;
+
+    if (!r)
+        return 0;
+    else if (n == r)
+        return (1u << n) - 1;
+
+    nC = Combination(n - 1, r);
+
+    return (nID >= nC) ? (1u << (n - 1)) | PositionInv(nID - nC, n - 1, r - 1) : PositionInv(nID, n - 1, r);
+}
+
+extern void
+PositionFromBearoff(unsigned int anBoard[], unsigned int usID, unsigned int nPoints, unsigned int nChequers)
+{
+    unsigned int fBits = PositionInv(usID, nChequers + nPoints, nPoints);
+    unsigned int i, j;
+
+    for (i = 0; i < nPoints; i++)
+        anBoard[i] = 0;
+
+    j = nPoints - 1;
+    for (i = 0; i < (nChequers + nPoints); i++) {
+        if (fBits & (1u << i)) {
+            if (j == 0)
+                break;
+            j--;
+        } else
+            anBoard[j]++;
+    }
+}
+
+extern unsigned short
+PositionIndex(unsigned int g, const unsigned int anBoard[6])
+{
+    unsigned int i, fBits;
+    unsigned int j;
+
+    if (g == 0) {
+        g_assert_not_reached();
+        return 0;
+    }
+
+    j = g - 1;
+
+    for (i = 0; i < g; i++)
+        j += anBoard[i];
+
+    fBits = 1u << j;
+
+    for (i = 0; i < g - 1; i++) {
+        j -= anBoard[i] + 1;
+        fBits |= (1u << j);
+    }
+
+    /* FIXME: 15 should be replaced by nChequers, but the function is
+     * only called from bearoffgammon, so this should be fine. */
+    return (unsigned short) PositionF(fBits, 15, g);
+}
diff --git a/engine/gnubg/positionid.h b/engine/gnubg/positionid.h
new file mode 100644
index 0000000..c7504f3
--- /dev/null
+++ b/engine/gnubg/positionid.h
@@ -0,0 +1,64 @@
+/*
+ * Copyright (C) 1998-2002 Gary Wong <gtw@gnu.org>
+ * Copyright (C) 2000-2014 the AUTHORS
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+#ifndef POSITIONID_H
+#define POSITIONID_H
+
+#include "gnubg-types.h"
+
+#define L_POSITIONID 14
+
+extern void PositionKey(const TanBoard anBoard, positionkey * pkey);
+extern char *PositionID(const TanBoard anBoard);
+extern char *PositionIDFromKey(const positionkey * pkey);
+
+extern int PositionFromXG(TanBoard anBoard, const char * pos);
+
+extern
+unsigned int PositionBearoff(const unsigned int anBoard[], unsigned int nPoints, unsigned int nChequers);
+
+extern void PositionFromKey(TanBoard anBoard, const positionkey * pkey);
+extern void PositionFromKeySwapped(TanBoard anBoard, const positionkey * pkey);
+
+/* Return 1 for success, 0 for invalid id */
+extern int PositionFromID(TanBoard anBoard, const char *pchEnc);
+
+extern void PositionFromBearoff(unsigned int anBoard[], unsigned int usID,
+                                unsigned int nPoints, unsigned int nChequers);
+
+extern unsigned short PositionIndex(unsigned int g, const unsigned int anBoard[6]);
+
+#define EqualKeys(k1, k2) ((k1).data[0]==(k2).data[0]&&(k1).data[1]==(k2).data[1]&&(k1).data[2]==(k2).data[2]&&(k1).data[3]==(k2).data[3]&&(k1).data[4]==(k2).data[4]&&(k1).data[5]==(k2).data[5]&&(k1).data[6]==(k2).data[6])
+
+#define CopyKey(ks, kd) (kd).data[0]=(ks).data[0],(kd).data[1]=(ks).data[1],(kd).data[2]=(ks).data[2],(kd).data[3]=(ks).data[3],(kd).data[4]=(ks).data[4],(kd).data[5]=(ks).data[5],(kd).data[6]=(ks).data[6]
+
+extern int EqualBoards(const TanBoard anBoard0, const TanBoard anBoard1);
+
+/* Return 1 for valid position, 0 for not */
+extern int CheckPosition(const TanBoard anBoard);
+
+extern void ClosestLegalPosition(TanBoard anBoard);
+
+extern unsigned int Combination(unsigned int n, unsigned int r);
+
+extern unsigned char Base64(unsigned char ch);
+
+extern void oldPositionFromKey(TanBoard anBoard, const oldpositionkey * pkey);
+extern void oldPositionKey(const TanBoard anBoard, oldpositionkey * pkey);
+
+#endif
diff --git a/tests/lint.sh b/tests/lint.sh
index 52a9eb0..7631a75 100755
--- a/tests/lint.sh
+++ b/tests/lint.sh
@@ -29,6 +29,11 @@ for f in "${fichiers[@]}"; do
 	if grep -q $'\r' "$f"; then
 		signaler "$f : fins de ligne Windows (CRLF)"
 	fi
+	# Copies fidèles de GNU Backgammon (sources et données) : on ne
+	# reformate pas leurs espaces, pour rester identique à l'original.
+	case "$f" in
+		engine/gnubg/* | engine/data/*) continue ;;
+	esac
 	if grep -nE '[[:blank:]]+$' "$f" >/dev/null; then
 		signaler "$f : espaces en fin de ligne (lignes $(grep -nE '[[:blank:]]+$' "$f" | cut -d: -f1 | paste -sd, -))"
 	fi