diff --git a/slides/cours_10.md b/slides/cours_10.md
index 605ec8aeff592e9c8307a33fc20b70dcec0ddf27..5af82c0207b68f25a5e79c363eb5cdf2511acdbc 100644
--- a/slides/cours_10.md
+++ b/slides/cours_10.md
@@ -1,5 +1,5 @@
 ---
-title: "Piles et files d'attente"
+title: "Piles"
 date: "2022-12-14"
 patat:
   eval:
@@ -399,153 +399,4 @@ void stack_destroy(stack *s) {
 }
 ```
 
-# La file d'attente (1/2)
-
-* Structure de données abstraite permettant le stockage d'éléments.
-* *FIFO*: First In First Out, ou première entrée première sortie.
-* Analogue de la vie "réelle"":
-    * File à un guichet,
-    * Serveur d'impressions,
-    * Mémoire tampon, ...
-
-## Fonctionnalités
- 
- . . .
-
-* Enfiler, ajouter un élément à la fin de la file.
-* Défiler, extraire un élément au devant de la file.
-* Tester si la file est vide.
-
-. . .
-
-* Lire l'élément de la fin de la file.
-* Lire l'élément du devant de la file.
-* Créer une liste vide.
-* Détruire une liste vide.
-
-# La file d'attente (2/2)
-
-## Implémentation possible
-
-* La structure file, contient un pointeur vers la tête et un vers le début de la file.
-* Entre les deux, les éléments sont stockés dans une liste chaînée (comme une
-  pile).
-
-![Illustration d'une file
-d'attente.](figs/fig_queue_representation.png)
-
-## Structure de données en C?
-
-. . .
-
-```C
-txpedef struct _element {  // Elément de liste
-   int data;
-   struct _element* next;
-} element;
-
-typedef struct _queue {    // File d'attente:
-   element* head;  //    tête de file d'attente
-   element* tail;  //    queue de file d'attente
-} queue;
-```
-
-# Fonctionnalités d'une file d'attente
-
-## Creation et consultations
-
-. . .
-
-```C
-void queue_init(queue *fa); // head = tail = NULL
-bool queue_is_empty(queue fa); // fa.head == fa.tail == NULL
-int queue_tail(queue fa); // return fa.head->data
-int queue_head(queue fa); // return fa.tail->data
-```
-
-## Manipulations et destruction
-
-. . .
-
-```C
-void queue_enqueue(queue *fa, int val); // adds an element before the tail
-int queue_dequeue(queue *fa); // removes the head and returns stored value
-void queue_destroy(queue *fa); // dequeues everything into oblivion
-```
-
-# Enfilage
-
-## Deux cas différents:
-
-1. La file est vide (faire un dessin):
-
-. . .
-
-![Insertion dans une file d'attente vide.](./figs/fig_empty_queue_insert.png){width=40%}
-
-2. La file n'est pas vide (faire un dessin):
-
-. . .
-
-![Insertion dans une file d'attente non-vide.](./figs/fig_non_empty_queue_insert.png){width=70%}
-
-# Enfilage
-
-## Live (implémentation)
-
-. . .
-
-```C
-void queue_enqueue(queue *fa, int val) {
-    element elmt = malloc(sizeof(*elmt));
-    elmt->data = val;
-    elmt->next = NULL;
-    if (queue_is_empty(*fa)) {
-        fa->head = elmt;
-        fa->tail = elmt;
-    } else {
-        fa->tail->next = elmt;
-        fa->tail = elmt;
-    }
-}
-```
-
-# Défilage
-
-## Trois cas différents
-
-1. La file a plus d'un élément (faire un dessin):
-
-. . .
-
-![Extraction d'une file d'attente](./figs/fig_queue_extract.png){width=80%}
-
-2. La file un seul élément (faire un dessin):
-
-. . .
-
-![Extraction d'une file d'attente de longueur 1.](./figs/fig_queue_extract_one.svg){width=25%}
-
-
-3. La file est vide (problème)
-
-# Défilage
-
-## Live (implémentation)
-
-. . .
-
-```C
-int queue_dequeue(queue *fa) {
-    elmt = fa->head;
-    int val = elmt->data;
-    fa->head = fa->head->next;
-    free(elmt);
-    if (NULL == fa->head) {
-        fa->tail = NULL;
-    }
-    return val;
-}
-```
-
 
diff --git a/slides/cours_11.md b/slides/cours_11.md
new file mode 100644
index 0000000000000000000000000000000000000000..f57381af4ca94c86bb924b4588c5cad78fbfb925
--- /dev/null
+++ b/slides/cours_11.md
@@ -0,0 +1,683 @@
+---
+title: "Files d'attente et listes triées"
+date: "2022-12-21"
+---
+
+# La file d'attente (1/N)
+
+* Structure de données abstraite permettant le stockage d'éléments.
+* *FIFO*: First In First Out, ou première entrée première sortie.
+* Analogue de la vie "réelle"":
+    * File à un guichet,
+    * Serveur d'impressions,
+    * Mémoire tampon, ...
+
+## Fonctionnalités
+ 
+ . . .
+
+* Enfiler: ajouter un élément à la fin de la file.
+* Défiler: extraire un élément au devant de la file.
+* Tester si la file est vide.
+
+. . .
+
+* Lire l'élément de la fin de la file.
+* Lire l'élément du devant de la file.
+* Créer une liste vide.
+* Détruire une liste vide.
+
+# La file d'attente (2/N)
+
+\footnotesize
+
+## Implémentation possible
+
+* La structure file, contient un pointeur vers la tête et un vers le début de la file.
+* Entre les deux, les éléments sont stockés dans une liste chaînée.
+
+![Illustration d'une file d'attente.](figs/fig_queue_representation.png){width=80%}
+
+## Structure de données en C?
+
+. . .
+
+```C
+typedef struct _element {  // Elément de liste
+   int data;
+   struct _element* next;
+} element;
+typedef struct _queue {    // File d'attente:
+   element* head;  //    tête de file d'attente
+   element* tail;  //    queue de file d'attente
+} queue;
+```
+
+# Fonctionnalités d'une file d'attente
+
+## Creation et consultations
+
+. . .
+
+```C
+void queue_init(queue *fa); // head = tail = NULL
+bool queue_is_empty(queue fa); // fa.head == fa.tail == NULL
+int queue_tail(queue fa); // return fa.head->data
+int queue_head(queue fa); // return fa.tail->data
+```
+
+## Manipulations et destruction
+
+. . .
+
+```C
+void queue_enqueue(queue *fa, int val);
+// adds an element before the tail
+int queue_dequeue(queue *fa);
+// removes the head and returns stored value
+void queue_destroy(queue *fa);
+// dequeues everything into oblivion
+```
+
+# Enfilage
+
+## Deux cas différents:
+
+1. La file est vide (faire un dessin):
+
+. . .
+
+![Insertion dans une file d'attente vide.](./figs/fig_empty_queue_insert.png){width=40%}
+
+2. La file n'est pas vide (faire un dessin):
+
+. . .
+
+![Insertion dans une file d'attente non-vide.](./figs/fig_non_empty_queue_insert.png){width=70%}
+
+# Enfilage
+
+## Live (implémentation)
+
+. . .
+
+```C
+void queue_enqueue(queue *fa, int val) {
+    element elmt = malloc(sizeof(*elmt));
+    elmt->data = val;
+    elmt->next = NULL;
+    if (queue_is_empty(*fa)) {
+        fa->head = elmt;
+        fa->tail = elmt;
+    } else {
+        fa->tail->next = elmt;
+        fa->tail = elmt;
+    }
+}
+```
+
+# Défilage
+
+## Trois cas différents
+
+1. La file a plus d'un élément (faire un dessin):
+
+. . .
+
+![Extraction d'une file d'attente](./figs/fig_queue_extract.png){width=80%}
+
+2. La file un seul élément (faire un dessin):
+
+. . .
+
+![Extraction d'une file d'attente de longueur 1.](./figs/fig_queue_extract_one.svg){width=25%}
+
+
+3. La file est vide (problème)
+
+# Défilage
+
+## Live (implémentation)
+
+. . .
+
+```C
+int queue_dequeue(queue *fa) {
+    elmt = fa->head;
+    int val = elmt->data;
+    fa->head = fa->head->next;
+    free(elmt);
+    if (NULL == fa->head) {
+        fa->tail = NULL;
+    }
+    return val;
+}
+```
+
+. . .
+
+## Problème avec cette implémentation?
+
+# Destruction
+
+## Comment on faire la désallocation?
+
+. . .
+
+On défile jusqu'à ce que la file soit vide!
+
+# Complexité
+
+## Quelle sont les complexité de:
+
+* Enfiler?
+
+. . .
+
+* Défiler?
+
+. . .
+
+* Détruire?
+
+. . .
+
+* Est vide?
+
+
+# Implémentation alternative
+
+## Comment implémenter la file autrement?
+
+. . .
+
+* Données stockées dans un tableau;
+* Tableau de taille connue à la compilation ou pas (réallouable);
+* `tail` seraient les indices du tableau;
+* `capacity` seraient la capacité maximale;
+* On *enfile* "au bout" du tableau, au défile au début (indice `0`).
+
+. . .
+
+## Structure de données
+
+```C
+typedef struct _queue {
+    int *data;
+    int tail, capacity;
+} queue;
+```
+
+# File basée sur un tableau
+
+* Initialisation?
+
+. . .
+
+```C
+
+
+
+
+```
+
+* Est vide?
+
+. . .
+
+```C
+
+
+
+
+```
+
+
+* Enfiler?
+
+. . .
+
+```C
+
+
+
+
+```
+
+* Défiler?
+
+. . .
+
+```C
+
+
+
+
+```
+
+# Complexité
+
+## Quelle sont les complexités de:
+
+* Initialisation?
+
+. . .
+
+```C
+
+
+
+
+```
+
+* Est vide?
+
+. . .
+
+```C
+
+```
+
+
+* Enfiler?
+
+. . .
+
+```C
+
+
+
+
+```
+
+* Défiler?
+
+. . .
+
+```C
+
+
+
+
+```
+
+# Une file plus efficace
+
+## Comment faire une file plus efficace?
+
+* Où est-ce que ça coince?
+
+. . .
+
+* Défiler est particulièrement lent $\mathcal{O}(N)$.
+
+## Solution?
+
+. . .
+
+* Utiliser un indice séparé pour `head`.
+
+```C
+typedef struct _queue {
+    int *data;
+    int head, tail, capacity;
+} queue;
+```
+
+# Une file plus efficace (implémentation)
+
+## Enfilage
+
+\footnotesize
+
+```C
+void queue_enqueue(queue *fa, int val) {
+    if ((fa->head == 0 && fa->tail == fa->capacity-1) ||
+            (fa->tail == (fa->head-1) % (fa->capacity-1))) {
+        return; // queue is full
+    }
+    if (fa->head == -1) { // queue was empty
+        fa->head = fa->tail = 0;
+        fa->data[fa->tail] = val;
+    } else if (fa->tail == fa->capacity-1 && fa->head != 0) {
+        // the tail reached the end of the array
+        fa->tail = 0;
+        fa->data[fa->tail] = val;
+    } else {
+        // nothing particular
+        fa->tail += 1;
+        fa->data[fa->tail] = val;
+    }
+}
+```
+
+# Une file plus efficace (implémentation)
+
+## Défilage
+
+```C
+void queue_dequeue(queue *fa, int *val) {
+    if (queue_is_empty(*fa)) {
+        return; // queue is empty
+    }
+    *val = fa->data[fa->head];
+    if (fa->head == fa->tail) { // that was the last element
+        fa->head = fa->tail = -1;
+    } else if (fa->head == fa->capacity-1) {
+        fa->head = 0;
+    } else {
+        fa->head += 1;
+    }
+}
+```
+
+
+# Les listes triées
+
+Une liste chaînée triée est:
+
+* une liste chaînée
+* dont les éléments sont insérés dans l'ordre.
+
+![Exemple de liste triée.](./figs/sorted_list_example.svg)
+
+. . .
+
+* L'insertion est faite telle que l'ordre est maintenu.
+
+## Quelle structure de données?
+
+```C
+
+
+
+
+
+```
+
+# Les listes triées
+
+## Quel but?
+
+* Permet de retrouver rapidement un élément.
+* Utile pour la recherche de plus court chemin dans des graphes.
+* Ordonnancement de processus par degré de priorité.
+
+## Comment?
+
+* Les implémentations les plus efficaces se basent sur les tableaux.
+* Possibles aussi avec des listes chaînées.
+
+# Les listes triées
+
+## Quelle structure de données dans notre cas?
+
+
+Une liste chaînée bien sûr (oui c'est pour vous entraîner)!
+
+```C
+typedef struct _element { // chaque élément
+    int data;
+    struct _element *next;
+} element;
+typedef element* sorted_list; // la liste
+```
+
+## Fonctionnalités
+
+```C
+// insertion de val
+sorted_list sorted_list_push(sorted_list list, int val);
+// la liste est-elle vide?
+bool is_empty(sorted_list list); // list == NULL
+// extraction de val (il disparaît)
+sorted_list sorted_list_extract(sorted_list list, int val); 
+ // rechercher un élément et le retourner
+element* sorted_list_search(sorted_list list, int val);
+```
+
+# L'insertion
+
+## Trois cas
+
+1. La liste est vide.
+
+. . .
+
+![Insertion dans une liste vide, `list == NULL`.](figs/sorted_list_insert_one.svg){width=30%}
+
+. . .
+
+```C
+sorted_list sorted_list_push(sorted_list list, int val) {
+    if (sorted_list_is_empty(list)) {
+        list = malloc(sizeof(*list));
+        list->data = val;
+        list->next = NULL;
+        return list;
+    }
+}
+```
+
+# L'insertion
+
+2. L'insertion se fait en première position.
+
+. . .
+
+![Insertion en tête de liste, `list->data >=
+val`.](figs/sorted_list_insert_first.svg){width=80%}
+
+. . .
+
+```C
+sorted_list sorted_list_push(sorted_list list, int val) {
+    if (list->data >= val) {
+        element *tmp = malloc(sizeof(*tmp));
+        tmp->data = val;
+        tmp->next = list;
+        list = tmp;
+        return list;
+    }
+}
+```
+
+# L'insertion
+
+3. L'insertion se fait sur une autre position que la première.
+
+. . .
+
+![Insertion sur une autre position, list->data <
+val.](figs/sorted_list_insert_any.svg){width=70%}
+
+. . .
+
+\footnotesize
+
+```C
+sorted_list sorted_list_push(sorted_list list, int val) {
+    element *tmp = malloc(sizeof(*tmp));
+    tmp->data = val;
+    element *crt = list;
+    while (NULL != crt->next && val > crt->next->data) {
+        crt = crt->next;
+    }
+    tmp->next = crt->next;
+    crt->next = tmp;
+    return list;
+}
+```
+
+
+# L'extraction
+
+## Trois cas
+
+1. L'élément à extraire n'est **pas** le premier élément de la liste
+
+. . .
+
+![Extraction d'un élément qui n'est pas le premier.](figs/sorted_list_extract_any.svg){width=70%}
+
+. . .
+
+\footnotesize
+
+```C
+sorted_list sorted_list_extract(sorted_list list, int val) {
+    element *prec = *crt = list; // needed to glue elements together
+    while (NULL != crt && val > crt->data) {
+	   prec = crt;
+	   crt = crt->next;
+	}
+    if (NULL != crt && prec != crt && crt->data == val) { // glue things together
+        prec->next = crt->next;
+        free(crt);
+    }
+    return list;
+}
+```
+
+
+# L'extraction
+
+2. L'élément à extraire est le premier élément de la liste
+
+. . .
+
+![Extraction d'un élément qui est le
+premier.](figs/sorted_list_extract_first.svg){width=70%}
+
+. . .
+
+\footnotesize
+
+```C
+sorted_list sorted_list_extract(sorted_list list, int val) {
+    element *prec = *crt = list; // needed to glue elements together
+    while (NULL != crt && val > crt->data) {
+	   prec = crt;
+	   crt = crt->next;
+	}
+    if (NULL != crt && crt->data == val && prec == crt) { // glue things together
+        list = list->next;
+        free(crt);
+    }
+    return list;
+}
+```
+
+# L'extraction
+
+3. L'élément à extraire n'est **pas** dans la liste.
+    * La liste est vide.
+    * La valeur est plus grande que le dernier élément de la liste.
+    * La valeur est plus petite que la valeur de `crt`.
+
+. . .
+
+On retourne la liste inchangée.
+
+. . .
+
+\footnotesize
+
+```C
+sorted_list sorted_list_extract(sorted_list list, int val) {
+    element *prec = *crt = list; // needed to glue elements together
+    while (NULL != crt && val > crt->data) {
+	   prec = crt;
+	   crt = crt->next;
+	}
+    if (NULL == crt || crt->data != val) { // val not present
+        return list;
+    }
+}
+```
+
+# La recherche
+
+```C
+element* sorted_list_search(sorted_list list, int val);
+```
+
+* Retourne `NULL` si la valeur n'est pas présente (ou la liste vide).
+* Retourne un pointeur vers l'élément si la valeur est présente.
+
+. . .
+
+```C
+element* sorted_list_search(sorted_list list, int val) {
+    // search for element smaller than val
+    element* pos = sorted_list_position(list, val); 
+    if (NULL == pos && val == list->data) {
+        return list; // first element contains val
+    } else if (NULL != pos->next && val == pos->next->data) {
+        return pos->next; // non-first element contains val
+    } else {
+        return NULL; // well... val's not here
+    }
+}
+```
+
+# La recherche
+
+## La fonction `sorted_list_position`
+
+```C
+element* sorted_list_position(sorted_list list, int val);
+```
+
+![Trois exemples de retour de la fonction `sorted_list_position()`.](figs/sorted_list_position.svg)
+
+# La recherche
+
+## Exercice: implémenter
+
+```C
+element* sorted_list_position(sorted_list list, int val);
+```
+
+. . .
+
+```C
+element* sorted_list_position(sorted_list list, int val) {
+    element* pos = list;
+    if (sorted_list_is_empty(list) || val <= list->data) {
+        pos = NULL;
+    } else {
+        while (NULL != pos->next && val > pos->next>data) {
+            pos = pos->next;
+        }
+    }
+    return pos;
+}
+```
+
+# Complexité de la liste chaînée triée
+
+## L'insertion?
+
+. . .
+
+$$
+\mathcal{O}(N).
+$$
+
+## L'extraction?
+
+. . .
+
+$$
+\mathcal{O}(N).
+$$
+
+## La recherche?
+
+. . .
+
+$$
+\mathcal{O}(N).
+$$
+
diff --git a/slides/figs/sorted_list_example.svg b/slides/figs/sorted_list_example.svg
new file mode 100644
index 0000000000000000000000000000000000000000..f0c42582a86d4b41bd53bdbc2815764d0c564d07
--- /dev/null
+++ b/slides/figs/sorted_list_example.svg
@@ -0,0 +1,218 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   width="433.38751mm"
+   height="35.189583mm"
+   viewBox="0 0 433.38751 35.189583"
+   version="1.1"
+   id="svg5"
+   inkscape:version="1.1.1 (3bf5ae0, 2021-09-20)"
+   sodipodi:docname="sorted_list_example.svg"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
+     id="namedview7"
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1.0"
+     inkscape:pageshadow="2"
+     inkscape:pageopacity="0.0"
+     inkscape:pagecheckerboard="0"
+     inkscape:document-units="mm"
+     showgrid="false"
+     fit-margin-top="0"
+     fit-margin-left="0"
+     fit-margin-right="0"
+     fit-margin-bottom="0"
+     inkscape:zoom="0.46038425"
+     inkscape:cx="606.01552"
+     inkscape:cy="-2.1720986"
+     inkscape:window-width="1892"
+     inkscape:window-height="918"
+     inkscape:window-x="14"
+     inkscape:window-y="44"
+     inkscape:window-maximized="1"
+     inkscape:current-layer="layer1" />
+  <defs
+     id="defs2" />
+  <g
+     inkscape:label="Layer 1"
+     inkscape:groupmode="layer"
+     id="layer1"
+     transform="translate(183.74416,-27.912786)">
+    <image
+       width="433.38751"
+       height="35.189583"
+       preserveAspectRatio="none"
+       xlink:href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABmYAAACFCAIAAADO2NBaAAAAA3NCSVQICAjb4U/gAAAgAElEQVR4
+nO3deXiM9/7/8XcYJCSSUsrxQ1K0x1apVMSxJW0tsVWRI5cuOHrKuayxtM7VSxPndOGyRLQotQQ/
+R3t+x/6TaqMVzYKekGmFtqISWq1dNiSRZH5/3Nd3fpGgyWTu+dwz83z84Zr5zL28g/fcM6/c9+f2
+sFgsAuf08ssvb9u2TURGjx79n//8R3U5AAAAAAAALsKDyMzpXL16NS4u7quvvvrvf/9bWloqIiaT
+KTQ0dNKkSZGRkaqrAwAAAAAAcHpEZs4nJSWlb9++Vcd79+6dkpLi+HoAAAAAAABcDJEZAAAAAAAA
+cI86qgsAAAAAAAAAjIXIDAAAAAAAALgHkRkAAAAAAABwDyIzAAAAAAAA4B5EZgAAAAAAAMA9iMwA
+AAAAAACAexCZAQAAAAAAAPcgMgMAAAAAAADuQWQGAAAAAAAA3IPIDAAAAAAAALgHkRkAAAAAAABw
+DyIzAAAAAAAA4B5EZgAAAAAAAMA9TKoLAHSRk5OzefNm1VXgHt99911+fr6IhISEmEy8+RhIdHS0
+6hJqhX43IPrdsOh32B39blj0O+yOfjes/v37h4aGqq7CBXlYLBbVNQD2l5SUFBYWproKwDk4+4GA
+fgeqj34H3Af9DriPmJgY46fkv12/tS/tJztusLCg8PiJ40888UTLli3tssE/NPUe9qfHK45wYSYA
+AAAAAAB09Ov1wv+bds5eW7t06dKqVat8fX3tlZf9cO7XquVxLiVcnL+//4QJE1RXARGRjRs3Xrhw
+QUTmz5/v6empuhxIfHx8Tk6O6irsiX43DvrdaOh36Id+Nxr6Hfqh340mJycnPj5edRU18Iem3q8P
+f6r22zGbzWGvjo2NjZ0w4dXab03b4Kfrt3fo+0qlcSIzuDh/f3/jn6HqJg4ePGg9xPr6+qouB5KU
+lOR6H6npd4Og342Gfod+6Hejod+hH/rdaJKSkpwrMrMLs9kcFhYWGxtrrzDdbDa/+OKLyz/+9+fm
+vEovcWEmAAAAAAAAjE6nvGzXrl1t2rSp+iqRGQAAAAAAAAxNv7wsMDDwvgsQmQEAAAAAAMC4HJ+X
+CZEZAAAAAAAADEtJXiZEZgAAAAAAADAmVXmZEJkBAAAAAADAgBTmZUJkBgAAAAAAAKNRm5cJkRkA
+AAAAAAAMRXleJkRmAAAAAAAAMA4j5GVCZAYAAAAAAACDMEheJkRmAAAAAAAAMALj5GVCZAYAAAAA
+AADlDJWXCZEZAAAAAAAA1DJaXiZEZgAAAAAAAFDIgHmZEJkBAAAAAABAFWPmZUJkBgAAAAAAACUM
+m5cJkRkAAAAAAAAcz8h5mRCZAUBVFotl7NixjRs3jo+PV10LAH3R74D7oN8B90G/OwWD52VCZAYA
+VV2+fPnf//53QUHB2rVrVdcCQF/0O+A+6HfAfdDvxmf8vEyIzACgqhYtWkRGRvr4+EyePFl1LQD0
+Rb8D7oN+B9wH/W5wTpGXiYjJjtsCAJexfft21SXcX3l5eURExI4dO1QXArgO+h1wH/Q74D7od8Ny
+lrxMOMsMAJzL1q1bf/zxR9VVAHAE+h1wH/Q74D7cvN+dKC+T6pxlFhYWZve9wiDGjx9vr/+mABzg
++PHj06ZNa9u2repCAOiOfgfcB/0OuA837/fCW4VhYRHOkpdJdSKzpKQkPXYMIwgNDVVdAoDqysjI
+GDJkSGFhoepCAOiOfgfcB/0OuA837/eCggKz2exEeZlwYSYAF1BSUvL2228HBAR4eXmFhIRs3bo1
+Ozt76tSp2quenp4e/+P555+3ruXv728dHzZsWKVt7t+/Pzg4eNasWdrT0NBQj3tZXxKRyMhI6/jg
+wYO1weLi4ri4uD/96U9+fn7169dv2bJleHj4nj17Ku3ohx9+ePnll7t06SIi5eXlq1ev7tSpU8OG
+DXv27JmcnGxdbNmyZb169bpy5YqInDp1StuXp6enXf4CASdCvwPug34H3Af97g5OHD/Rvn17w+Zl
+qSmp9xm1/B5tsdDQ0N9dEs7i0KFD2j9rTEyM6lr0Yv0Z9fiv+/3337/00kudO3e2WCxlZWWrVq3q
+2LGjl5dXcHDw119/bffduYw+ffpo/yi5ubn23fLw4cODgoJOnDhx69at48ePa8fRSZMmaa+WlJR8
+/vnnDRs2FJHnnnvOulZhYWFCQkK9evVEZOjQodbxPXv2dO/eXSt15syZ2mBubu4///lP6ztnWlpa
+xQLKy8v37t0rIlFRUYWFhRaL5c6dO7169RKRN95449q1a1evXl20aJG2bnx8vLZWZmZmZGRknTp1
+ROTJJ5+8ffv2iBEjKr4/e3p6njt3ruKOtM8N2v+92rOeZ2qXrSlEvxsQ/U6/64R+NyD6nX7XiX79
+TrPbjH43Wr8711f7fYcyJi9JtMumMjIy/P39MzIy7LI1i8WyadOmkAFjqpZHZOaOnKuvbKPTIdaG
+90RY6XSITUxMFJGvvvrKOlJSUhIYGGg9xGqeffbZSodYjXYgtB5ib9261apVq5YtW1Y6xGoiIyO1
+8Rs3blTazr59+9q0aVNSUqI93bZtm7Zkfn6+dZmBAweKSGBgoPb0xRdfbN++vbZYhw4dxowZExUV
+lZWVlZ+fv3btWm189uzZFffCR+r7ot8NiH6n33VCvxsQ/U6/60SPfqfZa4l+N1q/O9dX+/QfL9kl
+MtMjL/Pz89uZ+E3V8rgwE6iBBQsWpKenl5eXi0h5efmrr77arl27iu+JRUVFH374oeoy3UtaWpqI
+/PTTT9aRevXqzZ8/v9JiXl5e9129cePGFZ82bNjwl19+yczM1H5bVcm8efO0B1XvCR0fHz99+nTr
+Wh07dmzatGnPnj29vb2tywQHB4vIL7/8oj3duXNnVlaW9ju08+fPjx8/fvny5e3bt/fx8Xn99de1
+34yZzeaH/vTQEf1uQPQ7dEK/GxD9Dj3Q7MZEv6P67H49Znx8fFRU1KFDh9q0aVP1VSIzoAZ4TzQg
+7QztOXPm7Nq1yzo4bNiw2swL0KRJk+bNm1cd7969e9++fUVk1apVFcd/++23xMTESZMmWUeefvrp
+a9euHT161MPDwzqoHc6Liooqrqv9YiogIKDS/AtPPvmkiOTl5dn8U6CW6HcDot+hE/rdgOh36IFm
+Nyb6HdWkX172oA0SmQE1xnuioYSHh9epUyc/P3/UqFH9+vU7cOCAiDRq1KiWvyFs0KDBfcdnzpwp
+ImazOSUlxTq4fv36sWPHPvLIIw/a2pEjR1577bV33nlHRCz/c8G7pn79+vddRTsel5aW1rx22BP9
+bij0O3RFvxsK/Q790OxGQ7+jOhyflwmRGWAD3hMNpXPnzitWrKhbt66IJCcnh4eHBwUFff3117Xc
+bMXfJlU0cuRIf39/qfCLqbKyso8//njatGlVFy4vL9+2bVtgYODs2bN79eqlHZ6ruSMYBP1uKPQ7
+dEW/Gwr9Dv3Q7EZDv+N3KcnLhMgMsAHviUYzffr09PR06w2nT5w40b9//6VLl+qxr7p162pH0x07
+dly6dElE9u/f//jjjz/11FOVlvzhhx+Cg4MXLly4fPnyI0eOTJo0qdI8C3AK9LvR0O/QD/1uNPQ7
+dEKzGxD9jodQlZcJkRkA1xAYGJiYmJiSkmK9j8+8efOOHTtmXcCOn41ee+01b2/vu3fvatPErlmz
+Zvr06ZWWyczMDAkJuXjxYlpamnZzHwD2Qr8D7oN+B9wH/Y77UpiXCZEZAGe3aNGiU6dOaY979+6d
+nJy8YsUK7WnF++BoZ+CXlJTcdyMPGr8vX1/fCRMmiMi6devOnDnz/fffjxw5stIys2fPzsvLGzVq
+1KOPPlr9LQN4OPodcB/0O+A+6Hc8iNq8TIjMALiAbdu2VXw6c+bMIUOGiEhxcbF1sEmTJiJy5syZ
+irN1pqamar+5ysrKKisrq7gR7aCr3YO8qhkzZnh4ePz6669jxoyZPHmyNvNCRSdPnhSRixcvVhy8
+cuWKVJkgQ3taaQ5R60ilhU0mk4jk5ubetyrAHdDvgPug3wH3Qb+jKuV5mRCZATao0XsiHGD58uXp
+6ekVR7QD6sCBA60j3bp1E5HLly/PnTv32rVrly5deuedd95++21tzoKcnJxOnTr16tVLW7i8vPzG
+jRsicv369fvusUOHDtpRPCsr669//WvVBVq3bi0ie/fuXbt27a1btzIyMsaOHbtz504RKS4uPnv2
+7Nq1a7VbmGsTKFS9N5M2cvXq1ao/18WLFxMSEi5fvvzyyy9nZWVV968JNqHfjYZ+h37od6Oh36ET
+mt2A6HdUYoS8TETE8nu0xUJDQ393STiLQ4cOaf+sMTExqmvRi/Vn1OO/7ujRo0XkscceqzQ+duxY
+EWnevLnd9+garLMS5Obm2nGz77//voj4+vrGxsbm5OTk5+dv2LDBZDJNmDCh4mI3b9587LHHKr77
+hYSE5ObmDho0SHs6YMCAtLQ0i8VSVFS0Zs0abdDb2/vYsWOlpaVV95uYmCgilfZitX79+or7MplM
+q1at+vTTT60jkydPLisrO3r0qK+vrzaycePGO3fuWCyW0tLSb775xjq36Lp164qKirTNHj58uOJm
+Z86cWZu/utDQ0GoeCAyOfjcg+p1+1wn9bkD0O/2uE/36nWa3Gf1utH53rq/26T9emrwksTpLZmRk
++Pv7Z2Rk2GvXmzZt8vPze/gG71sekZk7cq6+so1Oh1gb3hNhpd8h9ujRozt27HjhhReaN2/eoEGD
+Z555Jj4+vuqSp0+fHjBgQKNGjVq3bv33v//99u3bFotl8ODBAwcOPHLkiHWxpk2byr0mTZp03113
+6dLl+PHjDyps5cqV7dq18/Ly6tu3b2pqqsViKSgo6NGjR9OmTf/xj3+Ul5dPmjRJqrhz507v3r0r
+DbZt29a62aVLlzZr1qxFixYxMTFlZWW2/rVZLHyk/j30e23Q7/S7Tuh3A6Lf6Xed6NHvNHst0e9G
+63fn+mpfzchMSV5mITKDlXP1lW10+kht23siNDodYmEzPlI/HP1eG/S70dDvD0e/1wb9bjT0+0PQ
+7LVEvxuNc321r05kpiovszygPOYyg/OZOHFifHy8kl2vX7++amt5enqmpKRUGszJyVFSIQB7od8B
+90G/A26CZgeMzCjzl1VAZAbnk5OTM3HixICAAFXBGQAAAAAAsBcD5mVCZAbnRXAGAAAAAICzM2Ze
+JkRmcHYEZwAAAAAAOCnD5mVCZAbXQHAGAAAAAIBzMXJeJsojs3379gUFBc2dO1dtGXANBGcAAAAA
+ADgFg+dlImKyy1ZssG/fvpiYmBMnTohIWFiYqjLgerTgrEWLFqoLAQAAAAAA92H8vExURWYlJSUz
+Zsy4e/eukr3DHVy6dKnSAwAAAAAAoJxT5GWi6sLM+vXrZ2dnnz592mSyPbMrLy8fPXq0HauCS/rh
+hx+4VBMwuJycHNUlAAAAAHAEZ8nLRO1cZo0bN3700UdtXn3r1q0//vijHeuBq2KOM8DgNm/eTIcC
+7iApKWnixImk5ICb6NChw2uvvaa6CgD2sWLFioULF+bm5tZyO06Ul4nCucw09evXt23F48ePT5s2
+rW3btvatxz3NnTv3woULqquogVOnTtmwlhacLVy4MDo6esKECfYuCkCt0KGAm4iPj4+Pj58wYUJ0
+dLS/v7/qcgDo6Nq1axs2bNi8efP48ePXr1+vuhwAtZKXlxcTE7NixYpZs2bNnDnTz8/Pho0U3ip8
+8cW/OkteJsojMw8PDxvWysjIGDJkSGFhod3rcU9ffPHFyZMnVVfhIDk5OQsXLvT39w8NDVVdC4DK
+CM4AN0FwBriP0tJSgjPAZeTm5tocnBUUFGRmZjpRXiZqL8x8kJKSkrfffjsgIMDLyyskJGTr1q3Z
+2dlTp07VXl22bFmvXr2uXLkiIqdOnfLw8PDw8PD09FRaMpyDv7//pk2bsrOzycsAI+NiasBNxMfH
+BwQEcKkm4A604KxevXpcqgm4AC04CwgIqNGlmt99+12XLl0Mm5elpqRWHTRiZDZmzJiEhISdO3de
+v3599erVW7Zsefzxx4uLi7VX58yZU1RUpCVonTt3tlgsFoulqKhIacnOLSUl5YZT6dOnT01/RmtY
+xnkrgAElJSVVHSQ4A9wEwRngPgjOAFdS0+DsqW5PeTfytsuu7Z6XxcfHb/9ke9VxxRdmVnXw4MF9
++/Z99dVXTz/9tIh07949ISEhODhYdV2urHHjxqpLqJka3WjV09NzzZo1JGWAk9KCs7i4uNjYWM4P
+BVwYl2oC7oNLNQFXUv1LNX18fOyyRz3ysqioqI3/54vPzXmVXjLcWWZpaWki8tNPP1lH6tWrN3/+
+fHUVwbmFhISQlwHOzmw2h4WFhYWF3fd8NAAugzPOAPfBGWeAK7HtUk0b6JSXHTp0qE2bNlVfNVxk
+1rBhQxGZM2fOrl27rIPDhg1jtjJUn7+//5tvvqm6CgB2lpSURHAGuAOCM8B9EJwBrkTv4Ey/vOxB
+GzRcZBYeHl6nTp38/PxRo0b169fvwIEDItKoUaMPP/xQdWlwAtY5ywYPHqy6FgC6IDgD3ATBGeA+
+CM4AV6JTcOb4vEwMOJdZ586dV6xYERUVVVZWlpycHB4e3r1799jY2H79+qkuDYbm7+8fHR3NNZhw
+EwsXLqzR8m3btq06N5D1AKY8e7LhUJqUlJSUlBQaGhodHa1HSQAMgjnOAPfBHGeAK6n+HGfVoSQv
+EwNGZiIyffr0vn37zps37+DBgyJy4sSJ/v37L1myZO7cuapLgxERlsENxcTE2HFrYWFhdtyaI2nB
+mb0OnIDDZGZmRkVFOXKP3377rfZgwIABjtxvJTdv3rRtRWtwNmjQIPuWBBhB06ZN7bi1goICPTZr
+g7y8yhNpV4c1OBs4cKDdSwIcICoqKjMz0zH7sh5Yt2zZkpKSouu+zp07Z8NaFYOz/kPH2bZrVXmZ
+GDMyE5HAwMDExMTU1NT58+dr//Dz5s3r27dvz549VZcGAyEsA+Dn59etWzez2ay6EKAGcnNztd8L
+Op6q/drF7t27VZcA6OLGjRtOtFnHKC0t/frrr1VXAdgiPT1d7/SqqnPnztkWaTlGbm5ufHy8dzN/
+kVY1XVdhXiYGjMwWLVo0fPjwzp07i0jv3r2Tk5Pj4uJmzZolIjt27CAyg4awDG7u0KFDlUZycnLO
+nz9fo43Ex8drMwTZ95y1BzGbzQ+6APMhLz2En5+fdpq32WzevHlzrQsEYFwV+z0+Pl51OQD05efn
+Fx0dHRgY6LwnwgOwsn55P37mctbekzVaV21eJsojs7t374qIxWKpOLht27b33nvP+nTmzJlffPFF
+QkJCcXGxddBkMolN09/ABURHR4eGhqquAlDJLi2QlJSkRWbKpwOr6Vz+1i/PtZwTAVAlJCTEwWd/
+jBgxQvuNt9qzTlJTU4cPH16jVeh3uAP7nhsybty4o0eP2n2zNggMDMzPz6/RKlpYpp0woXyuVcA2
+CQkJpaWljtlXSkrKiBEjROTNN9988803dd3X4sWLFy9eXKNVanmmi/K8TNRGZuXl5dqVt9evX684
+vnz58lGjRj3zzDPWkSZNmohIxavZtZGLFy8mJCQEBQXNmTMnOjq6Q4cODiodSpGXAW6LL89wDSaT
+6ZFHHnHwHrUHDt5vJd7e3tVfmH6H+wgICLDj1jw9PfXYrA3q1KlT/YUrhmWAU/Px8XH8vry8vPQ+
+xHt5eVV/4dpfFmaEvExEavAuZl8lJSXr1q27c+eOiOzcufPYsWPWILa4uPj5559fsWLF+fPnCwoK
+Nm7c+Mknn0yYMGHo0KHW1a2hydChQ1u0aPHoo4+SlwGAC/Pz84uJicnOzo6Ojub7M+Da6HfArfj5
++cXGxt68eZO8DHAB/v7+mzZtys7OdoG8TBSeZdapU6effvpJe1xQUBASEjJo0KADBw6IyNGjRy9e
+vLhly5b3338/Ly+va9eu69evHz9+fMXV+/Xrt3Tp0sWLF9etW3fKlCkLFixQ8DMAAPTH3IWA++DM
+MsCtcGYZ4Ers9aHdOHmZKIzMzp49e9/x+fPnaw9GjRr18C3MmTNnzpw5di4L0M3du3dXrly5efPm
+M2fO1K9fv2vXrlOnTh03zsb77ALuwKnDsoSEhNWrV3/zzTc3b9585JFHgoODp02bNnjwYNV1AQbl
+AmFZSkrK6tWrf/zxx+PHjz9omWvXri1dunTv3r3Z2dkmk6lTp04vvfTSlClT6tev78hSAeUIywBX
+YscP7YbKy0ThhZmAWykuLh46dOjcuXNPnjxZXFxcUFCQlpb20ksvKZ92HTAmu5zRrdCsWbOGDh3a
+qlWrw4cP5+XlHT58uHnz5uHh4XPnzlVdGmA4zn4ZZmFh4UcfffTUU0/17dt3+/btFW9XVcnJkye7
+du26ePHi77//vqioqLCw8Jtvvpk5c2bv3r2vXbvmyJoBhZz6Msxr167Nnz+/U6dOXl5ePj4+PXv2
+XLlyZUlJycPXSklJGTduXFBQkGOKBBzJvh/ajZaXCZEZ4BjTpk2zWCyHDx8uLCy8cOHCsmXLGjVq
+JCLvvvtuZmam6uoAA3H2sExEtmzZEhcX97e//W3t2rUdO3Zs2LBhx44dN27cOHz48GXLln3yySeq
+CwSMwtnDMs2uXbv27NnTsWPHhy92586dkSNHtmnTZs+ePZcvX75169b+/fs7deokIunp6WPGjHFI
+sYBKTh2WSc1T7+rn6YAzsvuHdgPmZUJkBjhARkZGWVnZ559/3q9fv0aNGrVu3Xr27Nnr1q0TkbKy
+si+++EJ1gYAhuEBYpvnggw9E5JVXXqk0/uc//1lENm3apKAmwGBcIyzTvPLKK5999tmnn3768Dt6
+b9++vUuXLsnJySNGjGjevHnDhg2HDBmSlpb25JNPisjhw4e//PJLB1UMOJyzh2ViU+pdzTwdcDp6
+fGg3Zl4mRGaAA7Rv3/6jjz6qdJvtMWPGaBOX1K1bV1FdgFG4TFimycrKEpHc3NxK49qdv2/duqWg
+JsAwXCksq6Rdu3YPeTU5Ofnjjz+uNGeZr6/v+++/rz1OTU3VsThAERcIyzQ2pN7VzNMBJ6LTh3bD
+5mWicPp/wH34+PhUHTSZTB4eHiaTaeTIkY4vCTAUFzvx6rHHHsvLy4uNjQ0PD684npGRISLPP/+8
+oroA9QIDA7Ozs10sKbNq0KDBQ1590BvdgAEDtAeVfrUGuIB9+/b16dNHdRX28ZDUW7ttXWpq6nPP
+PXffddu1a5eUlOSAIgFdjR8/Xo+ZuI2clwlnmQGqJCQkFBcXL1iwoG3btqprAWBP2kfnxMTE2bNn
+WywWbfD69etr1qxp27ZtVFSU0uoAlfz8/Fw1LxMRDw8PG9Zq2LChFpZp56oArsRl8jIR2bRpU/Pm
+zauOVyf1fnieDjgLf39/u2/T4HmZEJkBSpw+ffr111+fPHnyggULVNcCwM7mzZvXpk0bEYmNjX3h
+hRfy8vLy8/OHDRvm4+Pz5Zdf+vr6qi4QgIFcvHixvLxcu8hLdS0Aaqw6qbdteTrg8oyflwmRGeBI
+d+/eTU9PnzVrVvfu3W/cuNGzZ8/y8nLVRQGwsyZNmiQmJrZq1UpE9u3b16NHj/79+3fp0iU9Pf3h
+Ux0BcEMHDx4UkcmTJ2u30gbgXEi9Ads4RV4mRGaAI61atapHjx5xcXHFxcXFxcV/+ctfwsLCCgoK
+VNcFwM6eeOKJ1NTUrl27ikhWVtaZM2cGDRrk7e2tui4AhrNu3bpmzZq99dZbqgsBYAtSb8AGzpKX
+CZEZ4EizZs3Kz89PTk6eNGlSvXr1RCQ5OfnVV19VXRcA+2vQoEGzZs2028/fvn07IiLirbfesk5t
+BgAicuDAgaNHj65atapp06aqawFgC1JvoKacKC8TIjPAwXx8fPr06bN+/fojR440a9ZMRHbv3v3t
+t9+qrguAPWVmZvbo0aN79+6nTp2Ki4szmUwi8t57702ZMkV1aQCM4vbt21OnTp06dWpERITqWgDY
+gtQbqKlLly85UV4mRGaAKkFBQR988IH2+NixY2qLAWBHFy5cePbZZ1u1arVo0SIRmTFjxoEDB7RZ
+/9etW7dmzRrVBQIwhClTprRr127FihWqCwFgC1JvoKZ++/W3s2fPOlFeJkRmgEKjR4/WTjS7cuWK
+6loA2M2cOXOuXr06a9asunXraiPPPffcl19+2bhxYxGJiYkpLS1VWiAA9VauXHnu3LmdO3dqZ6EC
+cDqk3kBNnTlzJjAw0LB5WWpKatVBIjNAGZPJ9PTTT4vIH/7wB9W1ALCPwsLCHTt2iEhwcHDF8aCg
+oA0bNojIlStXvvvuOzXFATCGHTt2fPrpp5999hl3BQGcFKk3YIPuQd29G9nnwKfHhGja3TwqITID
+VGrQoIGHh8ezzz6ruhAA9nHx4kVtjv+qd84aM2ZMixYtRKS4uFhBZQCM4eDBg0uWLNm/f7+Pj4/q
+WgDYgtQbsI29Dnx65GVxcXFvvPFG1ZeIzABlSkpKjh07FhkZ6e/vr7oWAPbRtm1bLSy776lkDRo0
+qF+/fufOnR1eFwDdlZeXi8jDb4x76NChGTNm7N6928/Pr9JLRUVF27dv17E+APZA6g2opVNedujQ
+Ia+GXlVfJTIDdLdkyRI/P7+pU6feuXOn4vi7777r6+v74YcfqioMgN15enpGRUWJyHvvvad9f7Y6
+fPjw+fPnp06dqk1qBsDFFBYWWv+8r4MHD0ZERHzyySfaCaea8vLywsLCpKSkwYMHN2jQwBGFArCV
+bal3dfJ0ANWhX15Wtak1RGaA7o4cOZKXl7d69erg4ODExMTCwsLs7Ozp06enpaWlpaU1adJEdYEA
+7Ck6OjoyMjIpKWno0KHHjx8vKSn55Zdf1qxZM2rUqBdffHHx4sWqCwRgZ7dv305LSztw4ICI/Pzz
+z9u3b8/Nza309Xj37t3Dhg27fv16t27dPCqoW7euj49PWFjY6dOnhzo7bBAAAAOcSURBVA8frugn
+APD7bE69fzdPB1Adjs/LRITZCgHdxcXFlZaWpqamnj59OiIiomXLln369Bk7duwHH3ygujQA9mcy
+mf71r3+NGjVqw4YNgwcPzs3N9fX1feaZZ1avXj127FjV1QGws5ycnICAAOtTi8Uybtw4Edm+fXtk
+ZKQ2mJKSEhER8fC75b7yyiv16tXTtVQANtu9e3dkZGRxcXG3bt3uu0CzZs2qpt63b982m80V8/Tw
+8HBfX18PDw/dKwZci5K8TIjMAAdo3br13r17VVcBwHE8PDwiIiIiIiJUFwJAd/7+/r97vVWfPn3u
+3r3rmHoA2J1tqXd18nQA1aEqLxMiMwAAAAAAHsS21Ls6eTqA36UwLxPmMgMAAAAAAIDRqM3LpPpn
+mZnN5rCwsFoUBgPJzc1VXQIAAAAAAMD9Kc/LpPqRWW5ublJSko11AQAAAAAAANVghLxMuDATAAAA
+AAAABmGQvEyqc5YZcxYCAAAAAABAb8bJy4SzzAAAAAAAAKCcofIyITIDAAAAAACAWkbLy4TIDAAA
+AAAAAAoZMC8TIjMAAAAAAACoYsy8TIjMAAAAAAAAoIRh8zIhMgMAAAAAAIDjGTkvEyIzAAAAAAAA
+OJjB8zIhMgMAAAAAAIAjGT8vEyIzAAAAAAAAOIxT5GVCZAYAAAAAAADHcJa8TIjMAAAAAAAA4ABO
+lJcJkRkAAAAAAAD0dunyJSfKy4TIDAAAAAAAALr67dffzp4960R5mRCZAQAAAAAAQFdnzpwJDAw0
+bF62ccPGqoNEZgAAAAAAANBR96Du3o287bIpu+dlEydO/Pnnn6uOm+yydcCwzGZzWFiY6iogInLy
+5EntwbBhw0wm3nzUM5vNqkuwM/rdOOh3o6HfoR/63Whcr99zcnIWLlyougqIiFy4cEF7sGjRIk9P
+T7XFQERycnJUl1ADPj4+dtmOHnmZ2Wz+YNOu/33wbKWXOKrBxeXm5iYlJamuAvdISUlRXQJcE/1u
+QPQ7dEK/GxD9Dp3k5OTExMSorgL3WLRokeoS4JR+vV64bt93tdnClctXfv21zuvRG/+dfEHkQu1L
+OpuV5RUQ9voLM740/1b1VSIzAAAAAAAA6OiJ//XIsD89XsuNNH+sefPHmtulHk37Dh20By2bNgoN
+bF3pVQ+LxWLHnQEAAAAAUEs5OTmbN29WXQXukZ2dffv2bRH54x//WLduXdXl4P/r379/aGio6ipc
+0P8D14JzHAu7wQwAAAAASUVORK5CYII=
+"
+       id="image844"
+       x="-183.74416"
+       y="27.912786" />
+  </g>
+</svg>
diff --git a/slides/figs/sorted_list_extract_any.svg b/slides/figs/sorted_list_extract_any.svg
new file mode 100644
index 0000000000000000000000000000000000000000..5d2257c81a3bcc5d165661f02317dbb7c13ca7a6
--- /dev/null
+++ b/slides/figs/sorted_list_extract_any.svg
@@ -0,0 +1,581 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   width="342.37082mm"
+   height="91.503372mm"
+   viewBox="0 0 342.37082 91.503373"
+   version="1.1"
+   id="svg1465"
+   inkscape:version="1.1.1 (3bf5ae0, 2021-09-20)"
+   sodipodi:docname="sorted_list_extract_any.svg"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
+     id="namedview1467"
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1.0"
+     inkscape:pageshadow="2"
+     inkscape:pageopacity="0.0"
+     inkscape:pagecheckerboard="0"
+     inkscape:document-units="mm"
+     showgrid="false"
+     fit-margin-top="0"
+     fit-margin-left="0"
+     fit-margin-right="0"
+     fit-margin-bottom="0"
+     inkscape:zoom="0.74824839"
+     inkscape:cx="620.78316"
+     inkscape:cy="208.48692"
+     inkscape:window-width="1884"
+     inkscape:window-height="1052"
+     inkscape:window-x="36"
+     inkscape:window-y="0"
+     inkscape:window-maximized="1"
+     inkscape:current-layer="layer1" />
+  <defs
+     id="defs1462" />
+  <g
+     inkscape:label="Layer 1"
+     inkscape:groupmode="layer"
+     id="layer1"
+     transform="translate(55.686386,-82.240578)">
+    <image
+       width="342.37082"
+       height="91.01667"
+       preserveAspectRatio="none"
+       xlink:href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABQ4AAAFYCAIAAACd3faaAAAAA3NCSVQICAjb4U/gAAAgAElEQVR4
+nOzdd3wT5R8H8O9lNOlOy94tlL1SGbKEhC2zBYsMhQRFURRaEUVF2qo4kB8tLhxogoKiAi1LUMSm
+LNkJILJpKns2pZSOjPv9kVLaJmmb0SRtP+8/fGFyd3lyuW96nzzPPcewLEsAAAAAAAAA8ADH0w0A
+AO9kOPJ2Jz7DMIxv1OocTzcGoKZCoQEAAHgpnqcbAADgGcZzG5euPpLLMoHdn44d1ZLr6fbUMNi9
+UAwHAwAAVEeIygBQSxnPbVj8zne3TJxGM/u+jNN3V8PuhWI4GAAAoDpCVAYAqzihnR+f8GQnI/G7
+t8AXBUAVQaEBAAB4KfxhBgCrOGETPl49wdOtAKjhUGgAAABeCtN6AQAAAAAAAJSCqAyOyl411pdh
+GIbf4c1DBvbeqfXvThvYsXGwgO8TUK9l95EzF288c6/cO5Hd//kJX4ZhGF7reX/riUh/bc+K1ycO
+6NhE5MvnC4MatOo+YkaiYs8Vg+Wq+Zd2KRY+M6pX28YiXz6P7xfarONj42cnbT6dU6l7n5myT/32
++fxpIx5t1zTUX8D38Q1uGNF96JR5n2w4fsfo0M6wUKhKiJ7+7uq/L+c7sxX23tmtn746eXC3iEYi
+Pz6PLwwIbdymm3Tcc299snb/5Tyrb7bwt+l1uQzDcJu8+Feh5dPG0x896sMwDCMY+PklU5knC9ZO
+8GUslDcxb972mU25DMNwAkcprtvc+abzS/sJOAzD8Nu/cbD052nIOv3X6qXzp0dJHoloFBIg5PMF
+AXWadeg9+pmF36X/Z3vvlXmb98//tuSFkd1b1gsQ8AVBjTsMmBL/67+Wx9+DtcwEj393y0REpqtf
+DhGUedM+vZecc9Gx4C0cOeztK1LP7F4P1Zp7C408VWuOFRrV8loDAICaggVwjO6HMUIiIl771zdv
+eLlLAFP22GL82st+PFdgcwO5a8YLiYi4Ea/uLbilWvhYPa7FNkgwQnHbVHItU9aBZRPa+lsuSUSM
+MGxM0sFsk61XZFmWvX/m59l96vOtrk8MN6Tfx0f1Ltg7+ZtloQwRw6/beUzssk3/3LZ/o/eOfjEu
+XGi9oUTEa/v6fmsbLdgir8MhIk7jF3ZY2fmGUx/25BMR+Ug/u2gs2+pfY4SWryQcu+quzVbm7Xix
+GZeIGP8R316zseeNZ5f08WGIiNfxrcMl21zwV2w575AY/zZPLlfnWN1mibf5h3bL7MhAi81wgnou
+2F3mYHiwVsX4vT4+a7D5rqsdRw97+4rUM7vXQ7Xm5kJjPVRrjhUa68qD4e6qsQ/2FrfZS2nl7SIA
+AACXwrXK4CzTzbVzZBnnc30adh81bkjXxoKcC/s3r//jlM54/+TK6WPrNN67ZEBQ+ZswZnw7dfZ7
+u26bGF5QWBdxm8Yifv7NC8fUp2+W6elgs/fEDx+xaP9dExHj2+zRESP6d24u4uReO7Nv60bVubv5
+2o1zR0z03bPx+dZWD+2Cf794YtDsrdeMLBHjU7dD/2EDu7duGMjcv33x331//bU/I/tuZuadSvVM
+V4DhcDgMkUl/6/jG5DmbPnmjWZ/x8hnPTX+ib3M/2+erJdz987Vxs1MyDCwxwiY9R40ZKG5ZP4BT
+kH0j8+SRPapdx68ZWFe0szT+gITf014s6gIznv3u2Rd+0FbQ3SPsOyGq6VefZhrvp6/bcl0+vaHl
+uzOeT113SM8S8dqPj+lS8oNhc27dLmCJ4fg17NizV4+ubZvWDRZS7q3Mf/Zs+/3ApbzcMz/Pejxf
++Pc6WZjNKXONF76RP7VOk1+n0/DHB3RsKLin3bd189//5bGmuwcXv/Dx2IPvdhc8fIO9Xt/w11R9
+0Z7TH/g4Zv5v2SynzpjFa+K6lTpkOMGtmtSUaXpdcthXpkg9s3urYa05UGjk6Vqzq9CottYaAADU
+MJ7O6lBtPehVJiLihPRP3HP7YddJQea6Z9oKGCJifLrGHym0uoHiDqsGHTvU5zKBXeXLd18p0T1j
+1J3c8N6kOWuKe5VNtzZNb8FliIhTt/9bW/8r1ZWjv/rn/N7BHCJiRI9/81/ZbhyWZdncv9/oImCI
+iJjAyBd+/Pdu6Y4QY9axNa8N6jEnzXpz7WS6f3Hvj+8/N7StiPfwhJbhhXYY+dLS1GO3Kuj4Mt1Q
+jgpgiIgJ6v/BEYu+Hv2dExs+jv/hpLWuGGc6u0q/yOEFHXlEFXZ2FeyKbWnu63p8xVUrfV2G04sf
+9WGIiC9+53jpFudvnv3YhIXf77xw16Ileed+mtbahyEiTkPZxmybb5OIiFNv8Ad/lzj87qk/HhjC
+ISLiNn3hzzzbLd86vS6HiDiNZm63PfrBeUXdnpXHDY/b7ZKjkGWdPOztLtIS3LV7PVRrbi801iO1
+5opCY507GNCrDAAAnoKoDI56GJWZwEGfZ5Q9/8pNnxPBJSLiNJ6xLdfaBh6chRMRI+gcu+NWuQOn
+WbbwyMIufIaI4UW88Mcda+eJ5z+R+DNExO+aeMzizNaYuXyI+YyY1/KZzTdsvJhBl5VTQTvsY8r9
+b/eq954d3Dq4xMhVxrdJr0lvfZuWcc/GaxWmz27BJSLGL/pHy5hYLvefwRfumRthPn8f/s0Vizdk
+OP1R0dl7t0Un7Blza7r985Pmd1L/ma35ZZ99eAbPqTtuVdmXLTwwvz2PiIjX6e0jNqNSbYjKTh72
+9hZpSW6Lyg+4t9Y8EZU9UGuuKDQWURkAAKonTOsFTmOCRzw/JazsoeTX95mnO/OJyHR92+YDVqa9
+KYHbbNrH7wysU36aKNy38vsTepYYX+mrbw4KsbIwN3ziVIkvQ6Q/+fv2zDIz6RjP/7IyPZclYgKH
+LXh3RD0bL8YNFllede0Mxq9Z3ylvfbP99OXzO394Z/rAiCAuQ2ze5X0/LXpmYETT9o+/uGS9+obF
+/jEZzeMxTYUFetcPtHYtfo+Yca14ROz9nWs3XyvTWuO5lHVH9Cwx/MiY8W3tGWbJhPQb0JVHRCbd
+mdNXy06MVIzTcNzz4xqV+cz4XQc+VodDRMaM0+fLP/jcgNuo++jx9hj3eNe6rvludt1hX6ki9SzU
+WlXWmucKjVuvfe++Zn16tAyuolcBAACwhGuVwWk+3Qb0tXIxMrdtvz71OZrLJuN1tfqSSdLS5rk/
+t3n0U9LACl7FeDot/bKRiHhdhgxsZH1bjKhd+8acLeeMhtP/nDZQS5+HT7G6PaqjepaI8R0QM8bK
+RX5VjfFv0e+pt/s9teAT7a513yuU36/beSHHqDu9bfm8bV++3aj72FmLkt4Y8uCNcVt3bMtnLhnZ
+gh3/ezu1//+iW/q6vcWVx+8WM7710g9OGvJ2rdt87dkZJc6njWdT1qn1LDE+3WPGRZR39m64dz0z
+4+L1rHv5eqPJfG1o/mXzybcp67bOZGO+fsZH3Lub5RRJ3IZNGnLpuok13M3OZaly16xWFd4js5S/
+zvLEK7vusK9UkXoJ1FoV1JoHC81v6Ad/Da2C7QIAAFQEURmcxRG1bFXX2gkSL6xVGI8uF5LxovaS
+kWxGZUb4SC+xj40nixWeO3XeQESk3/daG95r5S9syr1zp4CoxEaNF06d07NExG0p7hJs//kce0e1
+7J215yxvXMXvPPX953tW/uSa8Q/rP3Vh/6lvf5qRvnal4jvl2t2Z9/OvHlz77daXXys+fec0jpkV
+s0j1w2Vj/j/Lx7ddE9F3yDBJ30e7PxIZ2bVdk0BvmwOHJ44Z3+7j9/4x5O1au+nqs881frCDjWdS
+1mn0RIxPz5hxraw2Oz/zzxVLP1Ou36G5fM9oo1OvsKDA1kszAQ0bWE7KS+QjMM8xxBbkF7BE3twZ
+WoWcPeyLVa5IXcBlhUaoNQvO1BoKDQAAaiFEZXAWExhs7QyqxBOmnOy7NsfPEnFCGzWycueU0tic
+23cKKz86kjUaDKXO20xZd3QmIiJO3fqOjG1l7x5dv/zzXZZDDIWje8bbeQZPRGTKvZGp1Wr/u3zH
++u1MmbpRn21cVjh5/i+n77GGrLPpv5xN/+UzImJ4wWGPjpg65625T3S0vt89gdc5ZnyHD/85Zsjb
+vW7z1Wefa2zexcYzKeuO6okYQa+YaIsx+kTGixtmj5n6paa8w4OIWJPJZPOzf3CqDlY4e9gXq1SR
+uoKrC41Qa2ZO1xoKDQAAah9EZXADtvx7rQiEdnRXcUJHL/75lW4VHLmcOu2959y2JNO9CzvXfq9c
++cP6nRk5ReekjLBxjyjZS091KPWmmKBHZq059sS8TT/9vOnPXfsOHT93I9fIEmvIztjzU+Lejetf
++vXPZY/X95J3yev4REzn94+p9ea+ruebcIjIeHr9umN6IkbYOyaqucXZu+Fk8uSnl2tyWGL8Ix5/
+Pva58YO6t29WN8hPUDQrU+6a8XUnrbeeb6oTw+FP5O/9lVP5X3o4Dca8/8X0dt7UoWlXkXoH1NpD
+tabWAAAAXAlRGZzF5mRbDwHFT3ACAgOdnaSICQwN4TNUwLKF/uF9JRJ7e5c4IaEiDl03kenW9Vsm
+amZvezhhc3YWzLFzpRKsnrbzQtoNnfzsjBlPj+xaj291NZ8G3cbHdhsfS0SGbK1659Z1K7/4KuWE
+zsTmHv98xvxhJ74baTHLTQUn9OZxki7HbT8+pus76kP6/N1rN12dMbMJh4yn1q87ridihH0njG1q
+scfz0z9N/juHJcan4+yNO5MGWkwSbfPIqm6M19S/bdhgx/26ueEt55qInI/Kzh727udsoZH7as0z
+hUaoNQAAAHfx/jMn8HYm3YXzt6ydZRm057UGIiJO0xZNnD7S+K3atuQSEZv/77EzllcyVoQb3i6C
+zxCR8YLmmM59J4WmexdUygSZtHXj1gPliStVF3JMLMPxa9b3qYXK9HOXTmz57JUoW+fupfGCw3qM
+fuHDtUc0qye14BKR6erGX3flWS7oIzQPlLR+0aHx5rWb5Q/BdBC3zfiYR3wYYvP3rN14xURkPLl+
+/T96Isa3/4SxlgeA4czuvdeMRMTv9+I8ibWbKRnOnbZyzSrYwVOHvUe4u9Y8VGiEWgMAAHATRGVw
+WuFh1Z67lg8bT+/ee8NERJx64keaO91Bxmsn6d+YS0SGf1NTTth9VseE9B3Qlc8QsXk7f9l4tepD
+w/3M9JVlTtuJ4dftPGbOso3HLl7Y/UPitMdaODJfLL/FE3GT2/CIyHTv8mXL+MMJCg7iEBGbc+VK
+tsWzxvP7D1bRGTw3YlxMdz5DbP7edZuumIz/Fp29+0smjLYy9zJ759YdlogYYaMmVi+j1R/d+vtF
+Y5U09QG+wDyq2KCv0pggGKm4bdfNug0XlvatTKSrkNsP+1LctHs9VGseKzSqdbWWm3l4p8psp/qS
+q1sGAABgE6IyOI3N3vrVam3Zs8L7e7794bieiDj1ho161AUTwgj6TJ3ShscQGY5/Nv+bc3rbSxp1
+t3UWp33cVhOmPubPELE5f7z39pabNlKDKffefVcEioK0hHEPT9s5AeED5O+u2pNx8diG5NmjOoY6
+deWD/vZNnYmIGG5goL/FeTG3ZduWPIaI1R/6a1fZnzDu71vx/dFydp1TOC2jY3r6MMTm7127MfN4
+yvoTeiImQDphVAMrMYUJCg5iiIjNO3s60/Is3ZS56p1vTlVtxOKIQkTmsHPpUg3tcnXzYV+Ku3av
+h2rNc4VGtazWjBk/zBgsNRvy8i9V0j4AAABrEJXBeWxO2gLZor/vPEzLhf+lzHn+y/NGIobf/pkX
+hgS44mV8uscumtiES2S6/XvskAlLd18reypq1J3e/vVrYzu1nb4xx2J1Totp787qKGCINWQoJg+b
+9dPJMhfnsbnnfntv3PD4A647Z2QEDSLHv/rF1n8vnVN9t2BK7yaVnUQ4P3VWv8kJq/Zk5pb9CcJ4
+U/XOwjXXTESMoNuA3pZ7lhH1MXckmm6vi1/4Z4merbxzP86a/vkZI1NV0xNxwqIn9BIwxObv/fnD
+T389oSdiAgdNGFnP6r3E2vbpWYdDRPrDn7z5/dlSEwrlnV/78tjZm6uuV66oCa07txcyRGzB3p/X
+aqu2U81TPHHYF3Hv7nV7rXmw0Ai1BgAA4A6Y1gucxanbsoVBmx4v7bRp9LihXRv75GTs27T2j1M6
+I0uMsP2sT+Z1d9HcuUz9qE9Xv3Z69IcH7xZqU18d8OcnPQcP6du5RV1fU87Ni6eP/L37wL838liW
+hKOtru/XO+HHxerBr2y/YcxRL58i/nWR5PFB3SMaBnDu37l05lD6jj2nb5uavhTrirZy6j86/YPH
+n5w2tntDR3rU2cIbh3/64uk17/o3Efft96i4ffMGwUJj9pVT+35L3f7vHQNLDD/imbenWbkpDHEj
+Jj476IODW3Wmgn8+HdExffhoafs6lHV+/7Zt+y6xnSeMp/Vrj1l2eLF3zx9QX8x7mKOMZzNzWSIi
+062Tu1QqvxJvLrRt7y6NrIwQ5jSLmtDn9Z1/5RXsWqEgExETNGTCiDrWE4P/4NmzHlkTfyjPeHn9
+s927rnkiekDHhoKC2xnqHRs377uYzw17cnLz1B932rylsvMCB48fJkpZl2XK2fGKZMixGTH92jYI
+4HPM77HToP4R/lX32m7jzsO+NDftXk/VmgcLjVBrAAAA7mDPBXQAJeh+GCMkIuK1f33DrzPa+1qc
+ozEBHaavySi0uYHcNeOFRETciFf32l6qLFPWwc8mdwji2OywYXghnV/dfs/mq578cdajdXnWV2c4
+oj6Lj+rt2xFVIW/dRMuh1Q9xgjpPX3U63+bqhae+HNGQW3YDjLDVROXJYx/25BMR+Ug/u2gsuc6e
+V1pV8opywbBvrtu49tZ46cshD68KZUIm/HynnKt0C86umtbO2htlBGHRy4/d/Mn2EVKwRV6HQ0Sc
+xi/sKLDcsuGUjbdZhv7sijGNLPYUEfF7fXzWYHu96sbRw96xIi1WHXavM7XmuUJj3VVrLio01omD
+4f5v0+ubf6dg+B3fPFDuiwAAALgSBmCD8ziNo77a+/cPb018rG2DAD5PGNwwoufYWUs2aw59+2SY
+S2YnKoERdZ+1WnNm/5qPXo6RdA2vHyTkcXjCwDpN2/UcHPNCwvLUA5lXjn082GYXhV+7SZ/tPXt0
+4yfznhrWvXUjkS+fyxMG1guPHPhk3NJ1R87unNfFC8ZaCMd9n3lix+qlbz43fmD3tk1DAwQ8Dofv
+H9qsQ9+xzyWu3H3y0LdT2tjuQuO3fX79/q0fPze0S9NgAZcrCGrcUfrUwtX7Dq6e1rpqb4/LaTxm
+Qv8H5++ckOEThoWUE0N8IqYoDhxOXTxzVM+I+oECLtcnsEFEj5EzFv1ySLNuZmdHZmKyEy/imbWH
+079+fcogcXi9AB9uVY6Z9SQPHfbVYfc6U2ueKzSqPbWmP5q267aJiIhTZ+yCOd2rso0AAAClMCxb
+M2ezgSqXvWpsw6c35hOv/Rt/H3u/uxfkSwAAqFGMpz/q03n+AT0xPpHxB/bHd3X1r68AAAA2oVcZ
+AAAAvBF7a5fquIGIOA1iFrzUBTkZAADcCV2BAAAA4I1y96btz2eJEXaf8+YYG7OW1XIqlcr8D41G
+k52dXfIpnU6n0WhKPiKRSEr+b4sWLcLCwsz/DgsLK/43AACYISoDAACAFyo8nLb7LkvcJpPentm+
+Np+vaDQanU6Xnp5OD7JxcUK2S2XWMmdmkUgkFouDg4PFYrH53w68HABAdVeb//QAAACA1/IZ8Emm
+4RNPt8LttFqtRqM5evSoRqMx/9vNr67VaokoNTW1zFMSiUQsFrdo0UIsFpsjtDsbBgDgfojKAAAA
+AB5jzsPp6ekajcax7mL3UKlUJZtn7n+WSCTF4dlzTQMAqBKIygAAAABupdVqVSpVenq6SqUy9+JW
+O+b+5+LwbB6nLZFIBgwYUOaiaACAago3iwIAAACocjqdzhyPU1NTXRWPi0OpZTodMGCA5fLmC57N
+isdak7U5wJxkjs1du3aVSCSYMAwAqilEZQAAAICqYu563bBhg+XVv5VkHupsvjy4a9eu5v7bKrpU
+WPtAZmam+R/Op+iwsLCoqKgBAwZERUW5qp0AAG6AqAwAAADgYlqtNjU1deXKlfbmzOKRzOabOXnJ
+YGZzbE5PTzdfWe1weJZIJGPHjjXPEObaFgIAuByiMgAAAIBr6HS61NTUZcuW2RUmzdFxwIABYrG4
+ugxXNk/QffToUZVKZb6dlV2rm38FGDt2LLqaAcBrISoDAAAAOMvch1z5UdYSiaQmTYJl7mo2z+Nt
+188EIpGoODPjBlQA4FUQlQEAAAAcpNVqV65cqVQqKzNTV/FVuxKJpAbHQvMEZuYOZ7tufxUVFYXM
+DADeA1EZAAAAwG4qlWrZsmWV6UYWi8XmEFgLL9A1x+YNGzbYdVssZGYA8AaIygAAAAB2UCqViYmJ
+FQY/sVg8bdq0qKio6nL5cVXTaDTFt8uqzPIikSgqKmratGk1Y4w6AFQ7iMoAAAAAFdPpdMuWLUtO
+Ti5/CivzKOtp06bVwj7kyktNTTXfQKsy84GZd+mcOXPwowMAuBOiMgAAAEB5KhmSzQkZUzrbxa7M
+LBaL58yZg4HZAOAeiMoAAAAA1lUmJIeFhclksmnTpqHP0xkajcY8hXiFI9vNA7PnzJmDfnsAqFKI
+ygAAAABlVSYkSyQScyenOxtW42k0GvN8aRX2M5s7mWUymVvaBQC1DqIyAAAAQCnJycmJiYnlRDWZ
+TIZezapWyVtVi0Qi88eBXn0AcC1EZQAAAIAiFc5uLZPJ4uPjkcrcRqfTKZXKlStXajSa8pdEJz8A
+uBaiMgAAAACpVKrExESVSmX1WXRdepz5YmalUlnhDOTx8fEYlQ0AzkNUBgD3MBxL7N4t4aih9KNM
+wKR1t36MFnimTQAARKTT6eLi4pRKpa0FEhIS5syZg1mXvYRSqVy2bFn5ncwikSg2NhafGgA4g+Pp
+BgAA1Exswe1z+7euWhb/0uRhPVqGCjgMwzAMt+mstMJyV7t/6UDq5wuee2LgI60ahQYIfIRBdZu0
+fXTE0/M+/e10tsldrQeoNRITE8PDw23lZJlMlpGRER8fj8TlPWQymVqtVqvVMpnM1uei0+kSEhJC
+QkLkcnmFU2oDAFiFXmXwLvd3vDV8zup/L1y6k2dkiQRDv8rc9lwDxtPNAhdg7104cOBCTlHWM574
+Uv7KuqummtqrbDyzVPLIvD25prLfsJwmL/554XOpj7WV2OzdH8tf+GjTiTsGq1/MDK9B3znLlYui
+W9W4/QXgCSqVqpwchWuSqwvzlcy2Rs6bSSSS+Ph4iUTipjYBQI1QS3uV2Zs/PdUi2Idj7uUpgcPh
+CfxDGrUSS8a/uGjV3ssFnm5preM3aNHOf7S3svfMa8vzdFvAtZiAlo8OHPzAwO7NhTX6J5DC+7mF
+D3Iyw/iE1A8RVPh+2azDm7f8U5STGZ/QVo88NnjkmFFD+3Zq6MdhiFjD9d1LJ0ieWqU1Vm3jAWo6
+nU4nl8ulUqnVnCyRSNRqtUKhQE6uFmQyWVpamrmT2dYyKpVKKpVGRkaWM8weAKCMWhqVmXqTVmVm
+52Zf3JfYx4eIiPHvM3v5N998/eVnSxJiJz/WMOtgyvIFT/dr2znm00PZ6Hd3P4bLraXHJtQUXL9G
+nQaMmzH/4+827P73eva1Dc82r9wxzQ3pMGr20vUHL965ee7wzu2bN2z6fffxS/8dXCHv6M8QsYZL
+62fP/uEyRmIDOCo1NdXWiOuwsLCUlJS0tDTcBaraEYvFCoUiIyMjNjbW1qhsjUYjl8vLGW8PAFBS
+re644wc2btkkyNzRI2gzVP7syOJBjUn/bXo1avJn6rNrYx/P9fl70/MRXI81EwCqH277V7YceeXh
+/+vPV2IlJrD7rFWHhowTh5b9wuHWeWT6NxvzLz3y0vZs1qT7/ZufM6a+0gq/JwHYx9yZbPU+vZgF
+qmYICwtLSkqKj483T/1lddSAVquVy+WJiYmYKBsAyoczLet8mo/+3/evP+LDkOnW7/HvbM72dIMA
+XCdv+8ymXIZhOIGjFNdtDpownV/aT8BhGIbf/o2DhrLPGrJO/7V66fzpUZJHIhqFBAj5fEFAnWYd
+eo9+ZuF36f/lV+0bqLGYOn2fjLHMyUW4LZ+aMSyIISJWf+yABjsZwD7mzmSrOdk84hpzd9UY5h8+
+MjIyFAqFrQEC5sCMHmYAKAeisk389uPHd+ERkenm1tTdeZ5uDoDL+D42YWwTLhGbq1q75YaNrGy6
+kLruoJ4l4rUdHxNZevxJYVpcm8btBz019yPFhnT1+Wu63AKDoTD3zqWT+zZ/9+4z0g5dJ36pueeG
+d1Lb+IWFN+QSEbH63HuYSQGgsnQ6XXR0dHR0tOX9eEUikUKhSEtLw2XJNZJ5ruy0tDRbE3ohMANA
+ORCVbeOGt2stZIjIlH3q30uYRQdqDmHfCVFNuUTs/fR1W6z3KxvPp647pGeJeO3Hx3Qpc6UGm3Pr
+dgFLDMevUWdJ9PQ58xe++8H77y545dmoR5v6MsTmnvl51uNPKTH3lKuZ7mabZxDniBo39vd0awCq
+B41GExkZabUz2XwjKAzBrfEkEklaWhoCMwDYC1G5HBw/f1+GiIjNvXe/OE6Yrv2VNGfaWGm3tk3r
+Bvr68Pi+osZte0fHffX3jeJgkLtlZlgAr+guqnXkvxUSme6e+eOrN6YMaFs/ZOzKrIpnCjPcOKB8
+c8rAzs1D/fh8YVCDVt0ff3bRuhM5D9Y0nv9mfKtg/sM5vDmC0DaTlJkmYu9smCVuEsTnMAzD4Qrr
+tB77+UmjfRsv2DQthFu0aY5f9Mrzh39+/7nhkeF1/XgcDs83pHnkyJe+2HvTRESG2/9s+fLt56L6
+tGsUJPDxq9uq31Mf7bj68PUKtz5Tj1vURH7n11L/+OqNqcN6tG4k8hX4hTRu12/CvG/2XrcY3evk
+znGAE+3My/jz81cnDewaVi9AwOP5+Ndt0UX65NzPtmfcL9Hio0kj2mjqrv8AACAASURBVNQVmncq
+r+Ure/RFTxhPfzWha3ORwDwbO7fxC3+ab7lb4SHk+FslIhL0nhDdwpyV11rNysbzqWsP61kifqeY
+mE4WcxpwQ7vGLPw+/dy1S8fS1n+b/EHigvlvLHj3f9+k7Dt7/MdprX0YMl3b9Ebib3eda6azCrbI
+61hMc1+ekh+NF9If3ZF+w0REHJF0SA+rt5sCgFISExMjIyMtL1gViUQpKSkKhQIjrmuP4sAcFRVl
+dQEEZgAoi63VTDdWDBcQETGhss35ZZ/NWz8pkCEi8um79ILxwaP6Q2924AmbD3g28YsfN+7Ys2/n
+hmVTO/kzxAg7xO7INhWvrb+1fXZbHhEJhr+/9sPJXUO5RXeKEYxS3jGVfa3S7h5cMrQRj2EC2kW/
+9dXa37ZtXr3k2Z6hHIbx6/D8hivFTWENWemvdRUwRIywx7uaghJbMGpXjKzrH/nG7myLl6rUxk33
+r6pXyVvziIgRCAUMQwxXEBhaR+THK3objP8jT8U91buJkCGG6xtcp06ggMMUPdNz0dHChzvizqk/
+FjzmzxAxHK4wpOUjklFPTJoyadyQyMa+DBEx3AZDlxy6W7qd+oNvtOcRkWDoV9fKvIPK7hx7OdTO
+wvM/Te/ozzDcuj3k73+Xsu3PPzb9uGzuyAg/hhj/DrIfz5X8UB4cbtzwuN2FpTZjurvmCX+GiNNo
+5vaHa5R7CDn8Ph+0fM/cCC4RMf7Dv7licZAYTn/0qA9DRPxui04Y7Nuy6fbPT9bhEBGn/jNbLarq
+YQN2x4VziYgJmLTe9lLOyd8sC7XrhlSWH43LFP49rzWXiIjT5MW/Cipe3pLxyqpx9ThExPDazN19
+39UNBKhhsrKybHUhRkVFZWVlebqB4EkVjiYICwtLS0vzdDMBwMMQlW1HZcOpD3vyiYg4DWb8/vBJ
+/aE3O4aO+/F2iXSRv/fVNjwixnfIl5ceRjX90YSuPCJiAloNef6dr9er1GcvnVv1ZH3fCqKyKWvr
+c+E8hrjh0zfeKF7QdGfLMy24RJx6E9bcKLF67r43uwoYIo5o8OdnH2Sawn+XDQoNHZj8r8UZuR0b
+f/D+eW3kyr0nr9zVmx/NOr5qegchQ0RM8IDXf/rjwOkrdwtNLMuy+Ze2v9knmENE3KYv7ij50kWJ
+hQmZknKvxMMFmZvmPBLAEDG88Oe3ZZXcKbaisn07x172tvP+vgViX4Y4IYOST5Q8fEx30l7pImSI
+EXaZv7fElrJWjhZaz2P56ycFWETlcg8hx99lkcJ9r7XhERHjN+zrslnZcOrDnnyGiOH3/PCUnUmZ
+ZU2XvxjoQ0Tk81hyhs3fLtwRlfWHP5v2xHg7xLyotP/9Vo6zUdnw3w/jG3GIiOG2mL7plhOHOUAt
+kJaWZrW72NyZ7OnWgbeoMDCbO6I93UwA8BhEZZtR2Xj2f32FDBFxGkzbeLfE45e2Ll2+s3TYvffT
+OCFDxG06K61Eb2pRzvGRfPpfcV4oPJLQ98lV5f2YbTy3tJ+QIcanz5JzpWJG4d+vRnCJGMGAZdqS
+T+T+/YY5LIcMXX7ewLLsvX1vdwtoErP6omVKsWfjD6Iyv9fHZ0unh7upT9fjEJFg6Ndlunzz/5rV
+nEtEPv2SLpTYflEE5dSRbymTEQr/eb+nkCFifAcsK7mGjahs986xj33tNF78alggQ8SNeGW3RdbT
+bZjWkEPE+A/+IrO4QY5GZTsPoUp6sI8ts7Lh5Ac9+ETE+PT++ExFyVGfc+3csYN70tN2/PnndrNN
+b/XzISLidXpbrbe1njuisjdxLirnHvngsWAOETG+neeqdAjKAOVISEiwFXvQmQyW1Gq1rQEIZlFR
+URkZGZ5uJgB4AK5VtuHe0WUvfvB3PktMYN95rz0e+PAZTpPhcTMfCyk1rJPn48MlIlZfWFjB5bL8
+yPjda6aUc2WU6dJvGw4UsMRp3qdv81IfD69tp3Y8IrZQvf9Iyblv/Xot+PKVLgLGlPXnW7O+PX/j
+93lT/3dv6ndfTmpq8enav3Gr/Np2COMSkemu7q6p9NsLb92CS0Tsvbv3KnXhML/909P6CBhi8/el
+br1iqmBpF7XfAVbaabqy8ef0eyxx6gwY0k1QdoXggWOkwQyx93f9svFyRe/LvqZUdAhVFk8cM74d
+j4jN27V209USH5fxTMo6jZ6I8ekZM66VrTuK52f++dmcqO7NQkSNIrr06DtAOmjw4CFmoxftNl9x
+XViAWZpdQH9h1fTot3dnmxhu47Gfrf9gQLBdo8oBag/zTNdWo3JCQoKtrmao5cRicfmTfplvMyaX
+yy1nUAeAmg1RuYgp9/blS5cuXcw4dUS17rNXx3TrN3f7LRMT2PWFH36M7WAxq1HVMZzQnDCwRNx6
+DUJZQ0lGn6AgAUPEFty4oSuVQ/16Lfjylc4CxnTnj9eH9Z22WvTaqo+HWrtG05GNW8PhmA8cli27
+KJfLLXrC4ikbm2rYvXtzLhGrP374n4qm93JV+x1g2c5CzX5NAUvEDWvTkm+5gm+7juE8Irbw6MGj
+hVXQIBfgdY4Z34FHxObtXrf5anGeN55JWXdUT8QIesVEh1n9ijBe3DCrd5dhL3+y4fCle0ab+5s1
+mUxV8WHUKsbLqS+MePaXTAPLCR2waOMP0yOsHG0AQKTRaKRSqeVM1+aLTuPj4z3SKqguKpwlW6lU
+hoeHJyYmIjAD1B5uzIBejdX9Oq3Vrw//n+EFhQ+QPzfvrZdHtvIrs6z+2r6fV/ywadfhf85eup1z
+v8BgYlnD/fsskQu6etica9dyTERU+Pe8toJ51pcx6A1lXs2v14Iv47ZIPzqmO58RNnvF/O5lG+3M
+xqsWp37jBhw6Q6aca1dzWKpTzit7tP1l20lZl6/kskTECQkNsZInOXXq1+UQEXv/yuUslhp5Yz8g
+r+MTMZ3fP6bW5+1au+nqs8834RCR8fT6dcf0RIywd0xUc2tJ2XAyefLTyzU5LDH+EY8/H/vc+EHd
+2zerG+QnKJp3LHfN+LqT1ue79b1YZTj8ify9v+yYGZ3TYMz7X0xvZ6sn3e1M17e9MmLKd6cLWE7Q
+o2+krH+tW4CnmwTgnZRKZVxcnGWGiYqKwjTXUHkSiUQikahUqri4OI1GU+ZZnU6XkJCQnJyclJSE
+e4wB1AaIymZM4KCF38d25zEMlycMCG0U3rZN0yBrO+fe/vdHjly4646gTfRrb335eGR43QA+hwq3
+zRa/uCnPFS15MGTVp9ebmz6Jtjp9LyeoRUOLBOPXa+684V9M3XDX+N9PSWtefWxaMyshx9GNVyVG
+KBSYG1JYWFHvqyfbX7adbEFeAUtExPB9+FZawvj4mG/mwxbkF7j1xwc7cNuPj+n6jvqQPn/32k1X
+Z8xswiHjqfXrjuuJGGHfCWMtx/ATUX76p8l/57DE+HScvXFn0kCLz4HNyXbmvl0uZLym/m3DhjuV
+bww3vOVcE5F3RGX21l/zR0749Nh9lvGPnLN207v9Q7zyKALwuMTERFuDrtGZDA6QSCRqtVqpVCYm
+JlreaUyn08nl8mXLliUlJZV/kTMAVHeIykX4zXo8PmqkxRWnZRhPLJv1zq7bJt/+izb/EhtRfEJd
+UN/fVfFMIBQWtah+227dW1R2s2zWjsRF2/2bNsy7dO3mptfjfhr8y5QmFis7uPEqxebl5Zsjp5+/
+fwVJwJPtt2in0E9ovuu2+Qp1i7z4INczvr6+XptwuG3GxzyScHh/Yf6etRuvPPdCU/bk+vX/6IkY
+3/4TxloeQURkOLN77zUjEfH7vThPYnWc/7nT5yp1q2zzut6Rqr0Nm7Xz7VHj/nc4h2X8Or34y29L
+htTz2qMIwKPkcrnlXXBFIpFCobB1+1yAypDJZDKZLDExMTk52XLAgnnAv0QiUSgUYWFhnmggAFQ5
+rwhL1Ybp4vbfjxewxOs0YkR41XQ8MQENGgRyiMh0/cq1Ss8GZbq67qXpK/3nrt+/+oXWPMZ0PWXe
+3F+vWkQQxzZexYzXLl01EhG3QVhz3/IX9Wj7y7aTCWna1NyYO7eyrDTGdPP6TRMRcQKbNBN5b8jh
+RoyL6c5niM3fu27TFZPx36Kk7C+ZMLqh1Wazd27dYYmIETZqUtfaF4j+6NbfLxorfGXGR+DDEBFr
+zM2tqsm/BCMVt+2aLNpwYWlfL7gUmNXtSRw99oP92SbGt/2MH7ctG+HeoR4A1YNOp4uMjLTMyeZZ
+mpCTwSXi4+MzMjJsTauuUqlwATNADYbzL3uYbt24ZSIijig0uKr2HK9dp3Y8IjJmHjh4tXJx0HB+
+xTMvbo145/sFvRpJE5ZND+Mypqtr585bf71sWHZg41WNvXns6GUTERPQo0+XikKKB9tv2U4f8aOR
+AobIqD1zXm+5Qu6pExkGIkYQ2UvsU/QYwxT1o5q8Y+cTEXFaRsf09GGIzd+7dmPm8ZT1J/RETIB0
+wqgG1gM+ExQcxBARm3f2dKZlIjZlrnrnm1OV6FTmNmnemENEpD957F8rO7DWYu/uf3/smHf36EyM
+sK181e9fjG3iHQPCAbyKRqOJjIy0vJpUJpOlpaWJxWKPtApqJJFIZA7Mtq5PTkhICA8PT05Odm+7
+AKDKISrbg/EP8GOIyHT96o2qyjqc5sOGd+YzxBbuWfG1uhK9bflHP576mqZfsuLlDj5ETMiwRUlT
+mnLJeHlN3Gsbb5YOy3ZvvMqZLm9O2VfAEqfeqMnDgita2nPtt9JOpuHoJ6WBDJnuqH4/UHYKKzbr
+z9S0HJaYwIETRxX3zgoDA/gMkenWxUu5bmx8+Thh0RN6CRhi8/f+/OGnv57QEzGBgyaMtDXel9e2
+T886HCLSH/7kze/PlnrneefXvjx29uablakOpn6fx8w/fFxYnby+whuF1RJszsGPxo5cuPOOiRG0
+fnrl71+Na4acDGDBPPbV8iLShIQETOIFVSQsLEyhUNiaIlun08XFxUVGRqpUKne3DACqDKKyPbgt
+unYWcYgMJ1Z9vv1BHGDvZ+5ctem4y+4HxG0/4/UnGnKI1R/7eNL0FUezy2YIo/HhI+zdXW8/vejq
++K++erpF0Rk1U3fMR0ueaMQh48XVc+ZvuV0qLNu18apnur554Yc7cllO8IC33h5diWHKdrTfdGXz
+3P4tgoMbRU78XO1kMLXeTk7jyQmxkb6MMXNl/BcnSgZ39s5fiQvX3jQxvpFxCZMbF78vXkdxRz5D
+bO62pR+qbhb3vBru/nfszI2KhyxXEU6zqAl9hAyxBbtWKE4YiJigIRNG2J6K3H/w7FmP+DJExsvr
+n+3eddgz899fmvy/D95+aUKftp0nfHEsv8WTk/tXdNk/EfE6T3teEsQQGa/8Mq2XRD5/0eIlZkt/
+2He7+l/BzF7fvGDiE8UmvrnBPBKCvfN7wqQSj8dvffhm9TvfemKB6raJiOHXr5P9y9wSGyhtwsvf
+n/HcewPwJKVSKZVKLce7KhQKTOIFVc18Tylb1yebf8TBHZgBag57ruOrcfTZJxb39yEiYoLHfZdx
+J89Y0Rr3/36js5AhIoYX2rr3wEGSXh2bBPo2Gyob1ZJHxIiGLzlw6V7RVgoOvdWJR0Q+fZec09vV
+LtPt9IX96nIZImK4QeGPDh8/eerUpyaOGzGwV6cWDfos+sdQtNyNTc+09Ov4iiq7zPWYxv++HRnK
+IWK44TO23DI6tHFW/8+73fhExO+x6ERhqU0U/vNedz4R8bu/90/pZ/Tn/tfXh4h4nd46VPDw4fzN
+slCGiPHrMfOL1es3b/szTbXjtzWfvDI8XMgwnJCec7deLbPrC/6e14ZHRD4DP7/kUPuN2uTHisY9
+M4Lei08b2Eqwv52FF35+pmMAw3Dr9Zqx+IfNO9JVv//6xfwxrf0YYgI6PrPmQun9Y7y8enwDDhER
+wwjrtuzQqX1Ei8ahvj51OkW29GWIOKGjlh25ev/Bx+n4IWQf46Uvh/gVR2MmZMLPd8q/wrfg7Kpp
+7axNwsYIwqKXH7v503ghERE34tW9heVtR39+1aSWAovt8CPfPV6pD8yrGc+bi6ECPpJP/ys+qoqO
+wErgRry615PvDsBDFAqFZT2IRCK1Wu3ppkHtkpWVlZCQYGsIg0gkSkpK8nQbAcBZtTUqG47/b0jz
+YB9OqbNShuEH1g/vvXB3eWf3hf9tfWdCz7AQIY/vG9oictj0d35S3zZk/ziuKDgwTMDwr8/+8Vr3
+5kHFtxBiuL51wro8vvigHXGn8MqeFW9MGRwZXi/Ah8vl+4c0btt7lGz+Z5tOZBlZls3+bW6vto2D
++AwxjE9w045jlh0r2vjd3+K6tRD5FF0VSwzjE9JSsuiA3o6Ns4XpC3qFiR62n+ffsG2/hTsL2cK9
+70nbNQzglXymTd+30wtZ/YEPh7ZvHPjwGX5Qs26xW3Qsyz6MoAGtHu0rbtUg2JfP4XAFwY3b93vi
+lS/SLpYI1Wzujjcf69giVMgt8RINWkWOTdboK99+lmXZe6rYNj5Fn0nI1E35ldnpdrSzZJPPb1sW
++8RjHZqIhFwOh+9fp0UX6cRXP9+ecd/Kwibd4RUvDunQwJ/PE4qadRk4cc5HP+7OzC3Y91qbouno
+GU7gkOWZOdudPoTsYLryzfAHyZcTOmmtrhKr3D21YfHMUT0j6gcKuFyfwAYRPUbOWPTrcZ2JZXPX
+VDIqsyxruHHgu9di+rZpECQo/swRlSuGqAy1kdWplcRicUZGhqebBrVUVlZWOTdYNs8w5+k2AoDj
+GJat/gMdwdsVbJE3Hq28wzSd9eeFz6TummHYePPv5XOmv7bmVGH4KztP/a9Pxa/rmXYCAECFrN4U
+yhxFcHEyeJZKpYqLi7OcZM5MJpMlJSXhKAWojnCtMrhRfl6BG3+Z4dbrPSsprp8Pp04/SWe7cq97
+2wkAAOWzmpOjoqKQk8EbSCQStVpta0o5pVJpvqGU+xsGAE5CVAY3Yln3znOsP/frrwd5PebMHRZo
+13rubicAAFin0+ms5mSZTJaSkoKcDN5DJpNlZGTExsZaPqXT6cw3lML82ADVC6Iy1EhsrjZ9RewQ
+yZsXx674aV6XSlwyCgAAXkan00mlUsucHBsba3V+LwDPMs/mpVarrd5QSqvVSqXS6Ohoy/ucAYB3
+QlSGmsiU8dW0CUkXHl28e79iYjguOgYAqHbMOdny+k+FQpGUlOSRJgFUhvkSelvjsVNTUyMjIzEe
+G6BaQFSGKscWZN3OMRIRa8y+fjVH74aX5DSf+dt/JzZ+NKVLcOXmEybySDsBAMCacnJyORMOA3iP
+CsdjR0ZGYjw2gJdDVIYqZTq/fETD4CayddksEatbPz082D+42eOfnDJW7evy/PwF9izvqXYCAEBZ
+Go0mPDwcORmqu/LHY2s0GqlUGhcXp9Pp3N40AKgU3CwKAAAAvIU5P5QJDyKRKC0tTSwWe6pVAE5S
+KpWJiYlWr1IWiUQKhSIqKsrtjQKACiAqAwAAgFdAToYaTKfTLVu2LCEhweqzEolEoVCEhYW5tU0A
+UC4MwAYAAADPUyqVyMlQg4lEovj4eFvjsVUqFW6/DOBt0KsMAAAAHqZUKuVyeZkHxWJxSkoK+tmg
+5klOTk5MTLR6lXJYWJhCobAapwHAzRCVAQAAwJNs5eS0tDSrt9sBqAF0Op1cLk9NTbX6rEwmS0pK
+wvEP4FkYgA0AAAAek5iYiJwMtZBIJEpJSUlLS7M6bkKpVIaHhyuVSnc3CwBKQK8yAAAAeIZcLrcM
+A1FRUQqFAjkZaglM9wXgtRCVAQAAwAOs5mSZTKZQKDzRHABP0mq1crlcpVJZfTYhISE+Pt69LQIA
+RGUAAABwL51OFxcXh5wMUIZSqYyLi8N0XwBeAlEZAAAA3Een00mlUo1GU+bx2NjYpKQkjzQJwHvY
++iHJDNN9AbgTojIAAAC4ia2crFAoZDKZJ1oE4I1UKpVcLtdqtZZPiUQihUIRFRXlwGa1Wi0uewao
+PMyADQAAAO6g0WgiIyORkwEqJJFIMjIyrHYg63S66Ohoqz85VSg6OjoxMdFFbQSo+dCrDAAAAFVO
+o9FIpdIyF2Ga75eDyy8BbKlwuq85c+ZUcjx2YmKieZ7tlJQUxzqlAWobRGUAAACoWrZyclpamlgs
+9lSrAKqL1NRUuVzuzHRfWq02PDzc/G+UHkAlYQA2AAAAVKHU1FTkZABnREVFZWRkxMbGWj6l1Wql
+Uml0dLTVIF1MLpcX/9s8hLv85QGAEJUBAACg6iiVSsuTcrFYjJwMYBeRSJSUlGSrcFJTU8PDw5OT
+k62um5ycXGYIt1arjY6Orop2AtQkGIANAAAAVUKpVJbsyzIz52Tc7QbAYYmJicnJyVa7hcVisUKh
+KBmndTpdeHi41YVxhzaA8qFXGQAAAFwvOTkZORmgKsTHx6vVaqvXJ5vnmY+LiyvOxrYuciai5ORk
+WzdwBgBCrzIAAAC4nFwutzwFl0gkKSkpyMkArqJUKkum4pLMA7ZFIlGFA63VajWuhgCwClEZAAAA
+XMlqTpbJZAqFwhPNAajJdDqdeTy21WeFQmF+fn75WxCJRBkZGfgNC8ASojIAAAC4DHIygPtpNBq5
+XK7RaBxbXSwWq9Vq1zYJoAbAtcoAAADgAjqdLjIyEjkZwP3MWdc84tqB1c1J2+WtAqju0KsMAAAA
+ztLpdFKp1LJTS6FQyGQyT7QIoDbS6XRyuTw1NdWBdZOSkqzeuhmg1kJUBgAAAKcgJwN4FZlMtnLl
+SgdWTEtLszqxNkDthKgMAAAAjtNoNNHR0VqttszjyMkAHqHVasPDwx1bVyQSqdXqsLAwl7YIoLrC
+tcoAAADgII1GI5VKy+RkkUiUlpaGnAzgEc5cdazT6aKjo23dhxmgtkFUBgAAAEeYc3KZs2pzTsYY
+TgCPSE5OVqlUzmwBU3wBFENUBgAAALulpqbayslisdhTrQKozcz3WHZ+O6mpqS7ZDkB1h6gMAAAA
+9lEqlZajNMViMXIygAfJ5XJXjZ1OSEhwbBptgJoE03oBAACAHZRKpeX4THNOduyergDgvNTU1Ojo
+aBduEINEABCVAQAAoLKSk5Pj4uLKPIicDOBZOp0uMjLSciJ6J4WFhanVapQ21FoYgA0AAACVIpfL
+LXOyRCJBTgbwLCen8rJFq9W6tqcaoHpBrzIAAABUTC6XK5XKMg/KZDKFQuGJ5gBAWVqtVqVSpaen
+q1QqF/Ywx8bGJiUluWprANUIojIAAABUADkZoHpxbWxWKBS4UzrUQojKAAAAYJNOp5NKpRqNpszj
+yMkA1YXzsRlTfEHthKgMAAAA1tnKyehiAqimHI7NIpEoIyMDsxJArYKoDAAAAFYgJwPUbPbGZrFY
+rFarq75dAN4CURkAAADK0mg0crkcORmglqhkbMaVF1CrICoDAABAKRqNRiqV6nS6kg+KRCKFQhEV
+FeWpVgGAe5Qfm/F7GdQeiMoAAADwkK2cjEl9AGohq7E5LS1NIpF4slkAboGoDM4yf4F6uhXV1fHj
+xwsLC8PDw0NDQz3dlmqpRYsW3vnbNurCGagLJzlTFyqVKjo6uopyMurCGagLJ+HvhfN0Op1Wq9Vq
+tdeuXZs4caI3TPGFunBefHy8p5vgvRCVwVmJiYkJCQmebgXUUhKJJC0tzdOtsAJ1AR7kcF0olUq5
+XF7mwbCwsJSUFJf0J6MuwIPw9wLAKo+Hwa83HTty+obDq2sztffv32/bpg2Xy3NgdZbYr14dYutZ
+R7YIYEkkEmFgngP27duXn5/fvn37Bg0aeLot1Yz5h21Pt6ICqAvHoC4c5kxdWM3JYrE4LS3NtX1H
+qAvHoC4chr8XNRjqwmE6nc5y4kaPOHL6xoDIpm2ahTiw7kcffnTj3Lmk5KSAgAAHVt+2dVvqifLi
+MKIyuIb5dMrTrah+WrRo8d9//y1YsGDy5Mmebks1Uy1+hkddOAZ14TCH68JtOZlQF45CXTgMfy9q
+MNSFw1QqlVQq9XQrirRpFtKtjd0/dsjl8rMajcN/p5RK5ZKEuIiYz8pZhuPAdgEAAKDGiIuLc1tO
+BgAAcJ75dobO5OS4uLgKf59CVAYAAKi95HJ5cnJymQdlMhlyMgAAeCdX5eQKr3rAAGwAAIBaSi6X
+K5XKMg/KZDKFQuGJ5gAAAFTAbTmZ0KsMAABQC+l0uujoaORkAACoRtyZkwm9ygAAALWNTqeTSqWW
+c58mJCTgBpsAAOCd3JyTCVEZAACgVrGVkxUKhUwm80SLAAAAKuD+nEwYgA0AAFB7aLVa5GQAAKhe
+PJKTCb3KAAAAtYRGo5FKpTqdruSDIpHIgbMHAAAA93A+Jy9btiwjI8OB1dGrDAAAUPMhJwMAQLXj
+kpzs8OqIygAAADWcUqlETgYAgOrFszmZEJUBAABqNqVSKZfLy+RksVisVquRkwEAwDt5PCcTrlUG
+AACowcw5ucyDYrHYybMHAACAquMNOZnQqwwAAFBTJSYmIicDAED14iU5mRCVAYAod8/bPevVe3Th
+3vuebgmA96j2dSGXyxMSEso8GBUVhZwMTqj2dQFQBVAXruQ9OZkQlQGA2Htn1Cdv3z6pOXuP9XRb
+ALxFNa8LuVyuVCrLPCiTyVJSUpCTwXHVvC4AqgTqwnW8KicTrlUGAGIaTP1uZ6Mj9MiQ+oy7X/ue
+Zn9mu0c7Ct39ugAVqc51cerUKZVKVeZBmUymUCicaxjUetW5LgCqCurCRbwtJxN6lQGAiLj1I4cP
+j6zPdffrmi6uXph8JN/dLwtQKdWxLvLz84no2rVrZR6PjY1FTgaXqI51AVDVUBfO88KcTBX2KqtU
+qvT0dBe+HlRSfHy8p5sAUMXYW1viP9iR+46n2wHgTZyoC51OZznomogUCoVMJnOyXQCehL8XAJZq
+UF189OFHZ70vJ1OFUTk9Pd1yUhBwA0RlqOHY7IOLJ05fmWka6emWAHgPJ+pCp9NJpVLL/mTkZKj2
+8PcCwFINqovM/zKvnzvnhTmZKnmtskgkEovFLn9tsKTT6TQasoAu5gAAIABJREFUjadb4XbsvQt/
+rV7+2ec/GuOOpkZrv33jtcW/HLgZ1E22ZOXH48P4nm6e9zNc2rbolSU7c4W8O//uO6C9yx+pvLrx
+qdu/Ja9QKD5ffyI3RLbpimKkgM1R/5T81ZdfrNh1jTf0q8xtzzVgiIj0tzSbvvvi86/T2iw/sXxw
+zu5P577y7qpDt4zk2yHm9fcS34hu50OUe+yXj9+L/yg1t//cz758b0w4l9h7J356Z8Hy3dl+frkZ
+p2+Kek56Y/HC6FYCc5PK/0x52XsWy+K++yeXpcL0t/p0WszhP/L6ZuXTTXBJSAmoCyfVprrQaDRS
+qVSn05V5vAbmZNSFk2pTXdQiqAsnoS48Ki8vLyk5ySM5WalUEpVbIWy5zF3KEomk/MXAVdLS0irz
+uXgVZw8SU9aBVUveio7gMyQY9sEPrwwb9PS89xbNG9vGl2GCHv/motGlrfU2zZs3J6LVq1c7sQ39
+8Q97R0z+5ZqRZVlWf3HttJb+o5R3TCzLsmzepml1OEyobHN+8dKahZ15JBj61TUTy7KsMWPT+7Hj
+uwZxiNPwuT8KzMtk/zEznEu8dvMP6Eu8TvYvkzo///td8/8Ytd+NrscPn/m7zsSy7L2Db4l9GGHP
+D08YWLayn6nh5Ac9+CQcvTLLobft5d9OqAtnoC7sqgu1Wm15iiASidRqtYM7r8qgLpyBusDfC+tQ
+F6gLh96294SOZz/cduj0NQdWVCgUYrE4K8uxHcAqFAqRSNR9xqpylqmWvz1AjcKIekyZm/BmTCsu
+6Y9uzxj9wx/fL37rzcVrvpzejJOj2viXDvPul894ZsOvam7TFqEcIiJe03EfLhgW+GAGRm5QcEDp
+2Rg5QSHBJeqeEzbqjSTlG0N9Sy4VNPDlZyN9jOe3bT1pfPAYe2vz2kvjXhgYaP6/61t//OMm07xD
++0CGiPzF0SMiuAXH9h65R4TP1BWwD51Ua+rCan8yj8dLS0urgcPBUBdOqjV1UbtgHzoJdeFpXK4j
+86E5358cFxdX/HuBLYjK4BUYP39/hviRU14YUM98UAo6dG3HYw3Xr94yebhtXo8l1nj2q5dfT72Q
+R0TENBjz0pTWPvbcrsBHJPIvtTy33dRnB/gZjq/8dk/RtIqmS7/+qBs3tXPRNRtMPenT0yc8O31o
+I/PHxQp9fRmWzbufX/ztjc/UediHTqgVdaFUKq2OuxaLxTUwJz+AunBCraiL2gn70Amoi+rHVTm5
+wr+ViMrgaazu4Or/xS9QHjMQmW5se3X44KmvLXr/tej+c7YXBg2eMSXC7TPvVzPctmMndG858tXX
+x7T0JTJcWifvOfrLM4Xmr1rj3ex7pX96NN3Nyi7xDWvSbv4gbvLrv5T61r27fVb/WdsL2s5bs6R/
+0Z36OM1e+PHZA1Ev/pFT9P9C46W0bxKS/8pmiSj36E/rjhuEXQf1q8sQPlNXwD50Uu2oC5lMlpWV
+ZTkA+9ChQwzDWJ0Nu3pDXTipdtRFrYN96CTUhacZjcaKFypNJpOp1erU1NSQkBAHpnky//UkovDw
+8PKXRFQGT6tlg0xcDwOHaiTsQyfVmrqwNQBbrVbXtAm9CHXhtFpTF7UL9qGTUBee5vAA7Er2DFul
+0Wiio6NTUlLKXwxRGbwCBpk4AQOHaizsQyfUirqwNfE1BmCDDbWiLmon7EMnoC6qH1flZAzAhmqC
+wy1zLDJCXyFDVFhY6JkGVR/cdk/IHgvOOZA0rmNb6Yuf/qnNryMd2dvfvm3wyvyex2kyYcaoUFb7
+0zfbsomIjGd/WieYNDG8+FPitZ36xc+fT23L3jzyy/szJ8S8nnrZRMSyJX7nxGfqPOxDh9WCurB6
+obJQKCSigIAAOzdWraAuHFYL6qL2wj50GOqiunFbTiZEZfB6bM0aY1IVuG1f2rBz5cv9GpouqZbP
+Htq+w8j30286+3sjEzLquSebMTc3fLP2Kkt6zQ+/NX06umGpn0zzz298O2rApBV3+i34ft2ySeGV
+Hj2Dz9R52IcVquF1oVQq5XJ5mZwsFotnzpxpz2ZqGNRFhWp4XYA12IcVQl1UJ+7MyYSoDFATMAGd
+nvpk55njqe8+0T6gUPvb21FTvrpg/pJn7BlAVIpv/2entufe27Fi1Zl7u7/f1XXasOASz+apl4zo
+PW13/xWbv5jZv6nQ4VcBqDI1ty7MObnMg2Kx2OG5QKEWqbl1AeA41EU14eacTIjKANWe8fyaH3bn
+EzEBbcYs+PXQgS+jGjO69J+3XDYREeMjEDCkL9SX/QHSaKpwtkFeV9kzvQWFh75NXrTi2IBpj/k+
+fIq99uNbCaq7PSdPaS8svVJt/qETvEnNrYvExETkZHBQza0LAMehLqoJ9+dkQlQGb8GaLEa6sMX/
+gXLdP7fq6823ivaUXzvZ3Cebc7n+/kKGiDj1G9bjsHnHj5zUExFR3rm1S1f/ayBTTnZOiT3OsqyV
+fc0JnzxjWJDxzNfJmaOmduWVeMZ049KVAtZw/p+T94mIyHD1+IkbRmL1hXq24M6dXPNnV8FnyvB9
++AyZ7mbfNRHlZV64anB6V9Q4qAvH1cy6kMvlCQkJZdaPioqqXTkZdeG4mlkXQIS6cAbqohrwSE4m
+RGXwEqZbN26biM25m/Og/tnc3FyWTNl3dLV+lr8KmW78EitP2nfLSERUmHFIk9Vs4nNj6jJExGkm
+GdTOx/jPR6MlU156aeqQfi8e7zmiPY8M6uUvvfjmSrX5G7pQl5XLsvd1ujLzRDD1o2aMa8jxk8on
+tSp1BQ23Vc8e9TnGC58/OXjavNdnjpFMT9X5csig/v7155//5HAhUSU+U06D8PAARr//qwVLPnl7
+1udHmJp1l0BXQF04o+bVhVwut7xVskwmS0lJqUU5GXXhnJpXF2CGunAG6sLLeSonExGx5TL/ei2R
+SMpfDFwlLS2tMp+LV3H6ICk4tXHxi4/V5xAx/LDHX12SciL79Oak+WMjBAwRp17f5z9cdzzXlS32
+Js2bNyei1atXO74Jw7FEMZ+I4YnCewwaPWbo8Kc/2KbNf/h87tEV8p5NAn1FLR977usj2YYLSdIm
+j8S8qdh1MY9lWdOtfd8nTu4SwBAxAZ0nJXy//5ap5NYL9s7r/dTaLFOZF2VN17cvHB4RLPCt237k
+/JRzefp/kgY1DGrc+8WfzuRX+jMt+HfF5E51/Ot0iPog/abFS1TAy7+dUBfOQF1Y1oXVmyTLZLIy
+LUBdoC7KU+PqopJQF6iL8tTWuvCe0PH8x9sPnb5m61mFQiESidRqtWMbV6vVYWFh5azefcaqclZH
+VPYu3nPUlpSRkVHOszhInOGCr/jayssPPC9vnpdDXZSUlZVl9Ydwy5zMev2B5+XN83KoC4d5+YHn
+5c3zcqgLh3lP6CgnKld1TmYrisoYgA0VW7lyZXh4uOXAPwAAqFI6nU4qlWo0mjKPKxQKhULhkSYB
+AAC4gSfHXT+AqAyVotVq5XI5AjMAgNuUk5OtjscGAACoGbwhJxOiMtgFgRkAwD00Gk1kZCRyMgAA
+1DZekpPJPVHZqDu5aenMQRFtX04rrHhp8HoIzAAAVUqj0UilUq1WW/JBkUiUlpaGnAwAADWY9+Rk
+ckNUNl38bfGC+W8kfP1XRi4mq69JigOzZacHAAA4zJyTdTpdyQfNOVkikXioUQAAAFXOq3IyuSEq
+c5qNeOOz1QuG+DL2rXdPs/9EftU0CVxIq9WmpqYS0bVr1zzdFgCAai81NdVWTnbVH34AAAAv5G05
+mdx1rbJPULB9Udl0cfXC5COIytXIqVOnMCQbaiqVSlVmKCxAVVAqldHR0WVyslgs9s6cXKadAEBE
+mZmZnm4CgMc483fBC3MyEfFcuK1ycLn2ZHL21pb4D3bkvlNlzakerly5kp/vFT8XZGVlVWYx85Ds
+xMTE+Ph4XE0HNUl6erpUKpXJZPHx8WFhYZ5uDtRMSqVSLpeXedCck0UikUeaVL7o6OiwsDAUBUBJ
+MplMo9HEx8fHxsZ6ui0A7qbRaORyuQNBYNvWbUsSvC4nk9uish3Y7IOLJ05fmWka6emWeNqTTz65
+e/duT7fCbubAvHLlyuI7mwPUDEqlUqlUIjBDVUhOTo77f3t3Ht9EmTh+/EkPpFDoVHEFYSHFqiAo
+6eqKqy5NFFSEheK1gEcTcVcUldZVDgWagK6LIm1VVvAgQcUvXt+mooIKJl1/Ing1Aq6oSAMI+kWF
+KXKU0nZ+fwzWlrZpmh4zyXzef/iC5uApzpR85nlmJjf3uC/quZNV7BRAQ7Is5+bmqjMHBDOMJoKZ
+s5/3/vz6q4t02MlCy5tFVX232nXd8EtHjb78T/1T4uNMnf+ybJ+ilH/wsH3K0s0HFVFZcv+FgwcP
+zrjp+V1cDiyamM1mt9tNJyNWeTyetLQ0h8PBkmy0FYfD0bCTrVarzju5FjsF0JAazKmpqQUFBVqP
+BehoLbpdzq5du/IL8jXp5GYvTqxVKldtfvS6O7++dvm7b77x9odff/HyTf0ThBDClHLR9KIPi3MG
+J4hOmQ+u27x5c+lzN/Y26M2f33rrrb36MH369HAGrEZyWVkZq68R82gDtBWHw9Hwk4Tdbo+WTq7F
+TgE0RDDDyMIM5tPT09PT0yN4/9Z3ss1mC/0cjSq0+uviV0rj+/Q7MU4IIRL6XPWvWZd3a+E1smNe
+t27dUvUhKSmp2dEOGDCASIbR0AZopaY62e12azGcNsBOATREMMPImg3mpKQuEbxtm3Ryfn5+6Kdp
+NWGrCKX6myV3TvduOyyEEKZTxtxx/emdiOWoYzabs7KyhBA9e/bUeiyANmgDRECW5YyMjBjr5Frs
+FEBDBDOMrEVLspvVVp3c7CSfRqkcP+Aa+59Tfvko/6pBZ9puf3xNsOIk26g/ddVmMIhI7XJrHd7C
+BOh4tW3AHXTQLFmWbTZbw1Ok3G53DHRyLYIZaIhghpG1STB3WCcL7a6AHX/mHcX/Sb3vtmlLPvA/
+eVeJe+HI2R7PjMyTDXpacnRR7w7CWmu0laZOFJEkKcQPQb/fL4QIBoMul6udBnbcnxUOj8fj9Xpz
+cnJ0cqc36JPf72/YyU899ZTdbq+srDx48OBxD3Xv3j0+Pv7AgQNHjx6t+/X4+Pju3buLOrf0O3z4
+sBCiqqrq8OHDSUlJrXy3Wp07d274blVVVeF8s3Wvkh3O84GGKioqvv/++4hfrm7SFRUVZWVlbTeo
+xqn7YLPqXiW7vYeEGFBeXl5T08bXOf7ll1/UX4R5U9hwHDhwIJynteb+sh3ZyUIIoYTkdDqFEFar
+NfTTmnNk9S0nx8X1vv29I8c9UPPLV8XzrhnYLU6IOGnEv7+tVhRFqfryoT8mCvWK2EZTe+ForQdS
+j7oZiF9nkht9tNUbiUH17dtXCLF8+XKtB6KlCH7S6d8FF1wg2C8iZYT9ouE2M2PGDEVRli9f3vCh
+jRs3KooyatTxN1E8++yzNX+3FsnOzhbsF5Eywn7RlEWLFrVy29Mz9UZr7BeRMch+oX6bMclisTjm
+Fn3y1Q/h/D2UlpaazebS0tLI/hpLS0slSTquZc772wshXqLRrHL1tyte/D7rxos7J58xZtYrw695
++vpLb/OWvPTmrlvv/D0Ty3rETDLaT+2xmBZZvXr1+vXrQ888t5VgMBj+ClJ19mzZsmXr169vz0EB
+0aR2v9B6IICOSJKUl5dXXl4e2b+DQFSTJCknJ2fq1KkznvkknOd39HyyEKLDFmAriiKEqHOo+tDW
+F556Y+RF1/QwCSG6DLD/468PrVzctWtnkxDClNgp0SRq9pfvrxHSke3b5N79e2m1UBxCCJGdnc0C
+IbSfiLeu9evXWyyWDriJt8vlCudzjBoD6vwAENq3334rhHjggQeuvvrqgQMHCiHUW0ONGTNGfaiu
+Pn36CCGeeeaZQ4cO1f16p06d6r6bEOKxxx4rLCwcOnTovffe2/p3q9Xo2CZOnLhhw4Zmv1P2C7Te
+xIkTBw0aFPHL1bMALBZLB5wenJOT0+ydWsWvkZyTkyOE6IDTiBDt3n///TDPeQnfhg0bJk6cKBr7
+md/69wytNpLDvyeiJp0sOiqVK/btO6Qolfvko0Ic+5e4Zs/LOQ5LH/fUC3rEi8qyTwL7fj/+72N6
+mIQQcaekpSWbPtywZNYCpd+W74b8c37/DhklmsJHHCAE9Sd+dnY2ewrC179/fyHE0qVLj/t6cnJy
+cnJyoy8JcaMB9d2EEKmpqUKIpKSkE088sfXvFnpszd5HkEhGW5EkKTMzM+KXq9ebaOWbhKnZj/51
+IxkIU3sswN6xY4f6i6Z+5rfmPZsSQSQL7TpZdEAqK+WfrShc8NDbhxVFrJxz8+w9k2/9u62PEELU
+7Hrjnj+f/kTGuYN7xR9NuWyFP/fyHurdopJH3f/whM+nF7+1zHfPk09f3ZN7SAHQo8h+4gMxj0gG
+GiKSYWQRf2TSsJNFB6SyKeUPE+a8OGHOi/W/fPac0so5Tb6o08BJyzdNaueRIWop+zc+N2f6Iy+9
+/82++N8NtN0we4HzqvQTtB4VDEWPkVz1vf/xOQ8XBxNOSok//HN50h8nOWdPPLsbxxrRkfQZyUf3
+fLR8wdwFX1zx1so7+ja4IkrNj+uenDVnUfGGbeVxPc64aNztec6/DT2JC6eg7RDJMLLWfGTStpOF
+ZvdVBiJ2ZFPBuJGzP0y0XDH2kjM6/fB58fzxl0154+fYvIwy9EeSJKfTWVZWlpeXp6NOrvnB+7dh
+13n7OYvfef21V4veevvZrOAM68j5pdyzCh3EbreXlZW53W5ddbIif77iwUnWcy66+ZE3vznQyK1W
+lH1r/3HJ8KnPBSp69O/brXL3xlVP3GYbdueqH/lHBW1BkqT8/Px9+/bpqpNrfly36NbhZ/Xs1jkp
+pc+QK+9csuHnJu5DdHTPR55powePemJHG9+oCIbQyo9MmneyIJURbaq/efrRL7Lf+2rD6y+4l68q
+3fiq47T4quDygld280Mc7UynkSyEEOLoR49OW37wqln3np+iziJ3Spsw/aaeHz009zUOI6G96TOS
+VaYTzCPveebdF//eN77Rx4+WLpy51pK/bscP2zZ//vXusvec1h6mw/9dMmVeSVh3xwWaos9IFmEf
+Hmr2MBMQQus/MumhkwWpjGhTUX3RzMduOvPYxWTie42ecet5CUr1gf0H6QG0m5SUFN1GshBCCOXH
+QOmOaqWmps5uENfjdyeZDn+3Yw+fcNBu9BzJxySlpJxg6tz/jMZTuSrw5u4JLy299fyTE4QQIqGn
+dfbyR0ZJcdU73161sY2vNgvD0G0kCyHCPzzU3GEmoHFtMq+gk04WHXazKKCNdB2QcWbd38dJqSlx
+J5w9amR/fpSj3ejy405dpu6/OzlJ2VP89P+6RkzspR4Crfhy01aRdr2VXQPtpKioSJdHjhph6tSp
+U6Nn7Supo3NvGZBY5ytxvUZn/Slx5TuHDh7iACwi4PF4+vXrp/Uomvbr4aGB6mavHh76dNCklTvf
+XrWxyjr0tzBISkkRoqb/GX3jxfdajRbRxmKxlJWVtfKfBv10smBWGdHul/UfbB0ybVHu2Rz1gZEl
+j7h5gtn0Y9GUa+b4f6wRQhz6bOHcN0/NWXzfBVzxDu0kWjpZCCFEE5e3S0zPGHzcpe9MXbslx5sS
+zjjrdI4yIQK67mTR9OEhoTR6eKjJw0xAYyRJiqVOFswqI6pVbn/t7nm7bncvuaDx+4YChtFt+L9e
+mBUYNW/dP6/88/b8h87/z6It169cc/t5Ep9xgBap3vrlN0eTbePHnMpkAmJQYnrG4OO+FPrwEP+I
+oOPorZMFs8qITsqBr95aNP2qP1iuW/rxmum2S+57dw8r5WBspu4X5r351oPDT6n8+oXJ18zdc1nO
+DefSyUBLVf23qOir0/4+6/o+fECCQXB4CLqgw04WpDKik6lz7/OuvDFnzsxJF/ZKqP7xg/kT/v7c
+Li5eBIOrKv/hpx7XPPTANacl/rxmxiXWu1buqtZ6TEBUUX56ff6zFTc/PuvCLloPBeggHB6CDmzd
+ulWHnSxIZUSphOTfpQ0edt20p0o+e21SeoKyd9Wzr2ynlWFgVduev+Gyh7re88i9961435tzbrcD
+gUV/HXXf+79oPTAgaig/r77ftc3hmT+cFRkwCg4PQXuHDx+aPWu2DjtZkMqIdvE9R8+77/JkUb19
+2w4m0GBY1V8/4ZiyasCUO/7QWYj4Xlc8uvrVu87pXLGxMPexL9gxgHBU73jxjnkHZ66YPbSr1kMB
+OgiHh6AH28rK5j0wT5NOlmU59BNIZUQ70++G2QYnmlJSU/gxD6Oq2rx86bqK04f+8cRje4Gpx4iH
+l88+/4TKTW+v2cl6C6A5SvkHrsmvDl389HhuIgvD4PAQ9KF/Wlp6enoEL2x9J9tsttDPIZUR9ZTK
+yqOmU4dZB3A9dxiVIu+VFREXV/cneqezrr0mI1E5WnmUa94BoR3etGjSg1XTl049J+m3Lyo1New7
+iF0cHoJuJCVFsvy/TTq52alsUhnRpupoVb3fV3y+4rWdw6bnDOus0YAAzSWck3lRas3XH32yr85H
+e+XwocNxp2VmmvkUBChCCKEojS2xqPjy6Zvv/jL72QcyU39bm3Qk+NrdM1/5mVZGjOLwEKJbW3Wy
+2+0O/UxSGVHl0DuT+3dN7n3RLQvf2LhblndvLJ571Y1vX/zsssnp5ACMy5SaNe9fo5NXz51WtPPY
+oaQj3y5/4IWavxXe+8dEbccGaK/mwP5faoRyYP+B40Pg8H+XTLj8zjU7P5t/7bCLj7lwqOW0Uwf8
+7buMESdxXg9iUYsOD4U4zARoo8M6WQjBklVElc6Drrz2z+89t37ZvVnPO09OG/yny8fnvukfYWZG
+GQaXkD7ppQ9OXeh85NpL3Gn9Tz6hcn9lz5HLfY7as5cBY6rcUrzo5XdWPvVZlajetPjOO2rGjBx/
+x5gzE4UQoub7FY4RU4p3Vyti/U9f1XtZ3Injx49k70EMOvzfJROvmPr/umTsvHbY/GNfqzl64P+2
+btl3iWfr8YeHmj7MBGijIztZkMqIMnG9xzy6dsyjWg8D0KETzCNnekbO1HoYgK50GjA2d87Y3DmL
+Gnksrtf4FbvGr+jwMQFaacnhoVCHmQBtdHAnC1IZAAAAMICWHB4KdZgJ0EDHd7IIM5WDwaDL5Ypg
+TGipYDCo9RAAAAAAQC806WQRfio7nc4IhoXIWK1WrYeADlJeXi6ESElJ0Xog0YqdJSaxX7QS+0VM
+Yr9oJfaLmMR+YQQOhyMQCJSVlUmSFMHLPR5PYWGhz+eL4OXNpHJeXl5eXl4EYwIAAAAAIGJqJ0cW
+uqJ1nSy4WRQAAAAAQG+07WRBKgMAAAAAdEXzThakMgAAAABAP/TQyYJUBgAAAADohE46WZDKAAAA
+AAA90E8nC1IZAAAAAKA5XXWyIJUBAAAAANrSWycLUhkAAAAAoCEddrIQIqEN3wsAAAAAgPDN/9f8
+b/TXyYJUBgAAAABooixY9uPWrTrsZMECbAAAAACAJg4dOpRfkK9JJ3s8ntBPIJUBAAAAABoYcOaZ
+ycnJEbyw9Z2cm5sb+jkswEbb8Pv9JpNJ61FEq9GjR2s9BLQL9ovWYL+IVewXrcF+EasCgYDNZtN6
+FNHn4MGDQoiZM2cuWLBA67FEGVmWtR7CMfHxCV/v3NfSV61bt+69tZ8+7i76ds8Rsef/Inj5Ky+/
+43l1zQMvbQnxNFIZAAAA0JIsy36/X+tRRKtNmzZpPQRE7ozfp5aUfldS+l0LX9ftlCFjX1izNdI/
+tttZl9y8qnRfpqVPiCeZFEWJ9A8A0FqyLCuKkpycnJiYqPVYAL1gvwAaYr+IVX6/v6SkROtRRKst
+W7ZUV1f37du3W7duWo8lWuXl5Wk9BP0ilQEAAAAAqIfLegEAAAAAUA+pDAAAAABAPaQyAAAAAAD1
+kMoAgKgRDAaDwaDWowA6gtfr1XoIAGBopDIAQO+CwWBBQUFGRkZaWprWYwHal9frdTgcqampy5Yt
+03osAGBo3FcZAKBTwWDQ6/UuW7YsEAioX7FYLGazWdNBAe3C6/UWFxd7vV5ZltWvjB07VtshAYDB
+kcoAAH2RZVktZL/ff9xDVqtVgwEB7SYQCCxbtszr9TY8syArK0uLEQEAjiGVAQC6oBayOrHW1HOy
+s7M7ckhAOwlRyKqsrCxJkjp2UACAekhlAICWwilkldlstlgsHTMqoD0Eg8HCwsIQhVyL1dcAoDlS
+GQCgDbWQPR5PmM9nPSqiVMOz7pvF1g4AmiOVAQAdTZbljIyMlt72idXXiEYFBQW5ubktegmrrwFA
+D7hZFACgo0mSVFRU1KIYYPU1olROTo7dbm/RSzIzM9tnLACAFiCVAQAasFgsPp8v/FpmPSqil9vt
+blEts7UDgB6QygAAbbSolll9jagWfi1z83AA0AlSGQCgmTBrWZIkVl8j2oVZyxwVAgCdIJUBAFoK
+p5ZZj4rYEE4ts7UDgE6QygAAjVkslsWLF5tMpqaewD1mETPcbnd6enpTj7L6GgD0g1QGAGgsEAhM
+njxZUZRGH5UkiXk2xIyCgoKtW7c29SirrwFAP0hlAICWAoGAzWaTZVkI4XK5Gq7EppMRMzwej3qP
+ZUmSxowZ0/AJbO0AoB+kMgBAM7IsOxwOtZPtdvucOXManrfM6mvEBo/H43A4hBCSJPl8vuLi4uPO
+Wzabzay+BgD9IJUBANqQZdlmswUCASGE3W53u92iwVW+WH2N2HBcJ6tXdHe73epmr2JTBwBdIZUB
+ABpotJNVai2r02vEA2JAo52sqrvxc6IyAOgKqQwA6GghOlllsVhKS0stFgurrxHtQnSySt0FzGYz
+Nw8HAF0xNXXFUQAA2kOznVz3maHvtwzoXLOdXCsYDHKiMgDoCqkMAOg44XcyEO3C72QAgA6xABsA
+0EHoZBgHnQwA0Y5UBgB0BDoZxkEnA0AMIJUBAO2OToYuykNBAAAPrElEQVRx0MkAEBtIZQBA+6KT
+YRx0MgDEDFIZANCO6GQYB50MALGEVAYAtBc6GcZBJwNAjCGVAQDtgk6GcdDJABB7SGUAQNujk2Ec
+dDIAxCSToihajwEAEFPoZBiH1+sdN26c+uvS0lI6GQBiBrPKAIC2RCfDOAKBgDqfLIRwu910MgDE
+EmaVAQBtyWaz+f1+IYTVavX5fFoPB2gvgUDAZrPJsiyEcLvddrtd6xEBANoSs8oAgDbjcDjUTrZY
+LEVFRVoPB2gvdDIAxDxSGQDQNhwOh8fjEUJYLBafzydJktYjAtoFnQwARkAqAwDaAJ0Mg6CTAcAg
+SGUAQGvRyTAIOhkAjINUBgC0Cp0Mg6CTAcBQSGUAQOToZBgEnQwARkMqAwAiRCfDIOhkADAgUhkA
+EAk6GQZBJwOAMZHKAIAWo5NhEHQyABgWqQwAaBk6GQZBJwOAkZHKAIAWoJNhEHQyABgcqQwACBed
+DIOgkwEApDIAICx0MgyCTgYACFIZABAOOhkGQScDAFSkMgCgGXQyDCIYDNZ2cn5+Pp0MAEZGKgMA
+QqGTYRCyLI8bN07tZLvdnpOTo/WIAABaIpUBAE1yuVxqJ0uSRCcjhsmybLPZAoGAEMJut7vdbq1H
+BADQGKkMAGicx+NxOp2CTkaso5MBAA2RygCARng8HofDIX7tZIvFovWIgHZBJwMAGkUqAwCORyfD
+IOhkAEBTSGUAQD10MgyCTgYAhEAqAwB+QyfDIOhkAEBopDIA4Bg6GQZBJwMAmkUqAwCEoJNhGHQy
+ACAcpDIAgE6GUdDJAIAwkcoAYHR0MgyCTgYAhI9UBgBDo5NhEHQyAKBFSGUAMC46GQZBJwMAWsqk
+KIrWYwAAaIBOhnHYbDa/3y+EsFqtPp9P6+EAAKIAs8oAYER0MozD4XConWyxWIqKirQeDgAgOjCr
+DACGEwgEMjIy1F8XFRVlZWVpOx6g/TgcDo/HI4SwWCw+n0+SJK1HBACIDswqA4CxBAIBm82m/trt
+dtPJiGF0MgAgYqQyABiI2smyLAsh3G633W7XekRAe6GTAQCtQSoDgFHQyTAOOhkA0EqkMgAYAp0M
+46CTAQCtRyoDQOyjk2EcdDIAoE2QygAQ4+hkGAedDABoK6QyAMQyOhnGQScDANoQqQwAMYtOhnHQ
+yQCAtkUqA0BsopNhHHQyAKDNmRRF0XoMABB9/H6/1kMIZevWrbm5uQcOHBBCTJ8+/YorrtB6RG3D
+bDabzWatRxH1gsFgMBjUehRtZv78+atXrxZCpKen5+fnJycnaz2iJlmtVq2HAAAIF6kMAJEwmUxa
+D8GInE5nXl6e1qOIei6Xy+l0aj0KI+JDFwBEERZgAwAAAABQD6kMAJHz+XyKXul5bBFg5Wqbs1qt
+Wv9fbRulpaWlpaVajyIUn8+n9f9tAECLJWg9AABAu6AtYRAWi0XrIQAAYhCzygAAAAAA1EMqAwAA
+AABQD6kMAAAAAEA9pDIAAAAAAPWQygAAAAAA1EMqAwAAAABQD6kMAAAAAEA9pDIAAAAAAPWQygAA
+AAAA1EMqAwAAAABQD6kMAAAAAEA9pDIAAAAAAPWQygAAAAAA1EMqAwAAAABQD6kMAAA60oHAhi8q
+tB4EAAChkcoAAKDj1OxcPqfgM1IZAKBzpDIAAOgoyk9v5j209qCi9TgAAGgGqQwAADqEUv7xw+Nv
+Xra9RuuBAADQLFIZADRSvXdz8cLbLxswaKq/8sBG923W007smtzz7L/M9G6r/PU5ysGy956adrWl
+96inf9j74YJxZ50kpY167PMj6qMVwVX/uvnKYUPP/n2q1GfIqKnuz8rrTNZVff/+E7ePucQ67I9n
+9O591ojbFn+0l6k8tKmmtrFGt9vCD/wP26cs3XxQEZUl9184ePDgjJue30U1AwB0ilQGAC3UBFfl
+PzhnlnPxu1v3H/l6Sfak5/efac0cmLz3izfmXzdiyhs/KUIoez94cs7s++csLPr85yPbX7hnrr+8
+smL/9vdeX/dTjRBHvvj3ePurp/7jpZINm4Jb377rlI+emGQb+VCpeg7okS3P/PXiW9ZfnP+W/z8f
+f/nx/IGBp24f/pdHNh3V+PtG7GhqG6tsYrtdufH0e4s+LM4ZnCA6ZT64bvPmzaXP3dibzyEAAJ3i
+nygA0EKceeQ9jz4/+/IkU82+d9+suOfdtcuXPFv04YbnxveNO7rNM+3RjyuF6cSLbn/Us+iWM+PF
+0U9W/XTD/6xcGwisLV6z9ObecdVfLbptQeo9hTcN6mYSIv6koblzbugXt3/9I/8s3qeIqs0Ls3NK
+zp1bOOG0zkKI+F4jrjyvs/jl46LVwWqtv3PEhqa3se0pTW+3Wo8aAICwJWg9AAAwroQuXToJU9cr
+pk79k2QSQojEftc9fN/S129795ti78Z555+XIIQpuVuySSScc+Nkq2QyidNtfzldCFFV+oJ7w/74
+xZPGv2A69maVP/UYOKhL3JEfdtcc2bP4yU+rL7ht+InHHjSdcv2/i01v7x1ybXq8Nt8qYsyR90Nv
+Y41vtwAARA9SGQC0ZBKmuLg4U+3v4069bKQl8d11wW+2VYrzEoQQcfFxQpiSuiT99iShyKWffqP0
+nTX/xVmDGrZv9ZbXN/xQ0+XSk5N/e0nntOE3T27PbwSGUl22vpltrLHtFgCAKMJaKADQlbhTzX07
+mRTlyJEQpxUr8l5Zqf6ubEdVo4+Wy/sVcXifzK1r0U7YxgAAMY9UBgCdSUiIF3Gpp/ZKavoppq7J
+XUw1e32rNxxXKtXBT0t/Et2l7ial8tMPPjnu0aPBLd8ebvsBw3hMbGMAgFjHAmwA0JZSXV1T5yZO
+yt5duytEt+HWPyQ2/RpTj7PP6R2/tsyT9+9bV9991gm/vnbfqoVLy+c8cbXlnNS4T3a//NhL99uy
+ay+lVPPdiwtW9F/oPK29vhMYR3wa2xiAVgkGg8FgMBAIlJeX1/622VdZLBZJktRfDxkyRJIkq9Xa
+nsOEoZHKAKAtZf9PP1cK0enY735cs/qT6v43Thn96+WSFEUIIWpq6t1/NvH8G28YtGjexpKZo/5a
+/XThlEv7JR3Z4Vs42XV4yrsnmTpbsyekPffYt2/cPSHv1P+ZPaJ3J3Hw61fvn7T05MfXdOrY7w4x
+qtltrNHtVghTYqdEk6jZX76/RkhHtm+Te/fvxUcRIPYFAoFAILB9+3a/3x9mFTfK7/c3/KIkSWpC
+WyyWfv36WSwWi8XSmtECKv59AgBtKQdX5z+y7tK8C0+ME0d3vjbNVdL/7v+da02uffiXg4qo3r1z
+d7Wo0xSJGdOemrXmCue6YPG0y1bO6tqt05H9lX0dL39wpWQSIunPeUvu8o3N3/j+A5f3f6J3n5SK
+77+rPGfW22ssIaaqgRZoZhtrYrsVcaekpSWbPtywZNYCpd+W74b8c35/rb4DAO1JlmW/319SUhII
+BBrt2zb/s4QQXq+39otWq9VisQwZMoRyRsRIZQDQVlzP4Zk1hdde4jyhi7K//IRzZ6xZO+ncVJMQ
+Qhz+4rX8xwue+qJK1Gx5wnG9cuedUyddfMqxxa5dh85a/f5pD8xa8KLvvz+K7gOv+sfcR2ZccYo6
+F21KvfSR99amz7qv8NUPy/Ye7J1567MPuW4aktzkKIAWanobC7ndJo+6/+EJn08vfmuZ754nn766
+JxfIBmKK1+stKSnx+/2BQEDbkfj9/tpEV9dpZ2Zmqv2s6bgQTUyKojT/LABAfSaTSQjh8/lac5bU
+kTeye41ZnjxlzbePW5nuDc1ms/n9fqfTmZeXp/VYop7L5XI6nVar1efzaT0WQ/D7/TabTQjBhy7E
+pGAw6Pf7i4uL607q6paazWPHjrVarWazWevhQNeYVQYAAADQMrIse73eiAu59uxiSZJSUlLqTvY2
+PAZddwl37ZXAAoGALMvqf1s6bHXMZrM5KysrOzubqWY0ilQGAO0oiiIUJpoAAFHE7/cvW7bM4/GE
+/xKz2azO4mZmZprN5pZO59aN50YXc6ktXVJSok5xh3nZsGAwWFBQUFBQoDbz1KlTmWdGXaQyAGim
+Yv/+I0IR8v4qIViADQDQM1mWPR5PYWFhmCFqtVrVM4Tr3uGpnaj9XFvR6myzelGxQCDQ7IBrm9li
+sWRnZ2dlZdHMEKQyAGjj4MZXHvc8v/SdCkWpKJ6VPXOb/Za7rjwtXuthAQBwvGAwWFhY6PF4ml3q
+rE7PqhfQau88DkE9Ibm2nGvPpvb7/aG/BTWtc3Nzs7Kyxo4da7fbO2C00C1SGQC00PWca2csvHbG
+Qq3HAQBAk4LBoMvlanattc5P+jWbzXa7Xe3eQCCgNnPoW1ip5zPn5uba7XYWZhtWnNYDAAAAAKAv
+wWDQ4XCkpaWF6GSz2ZyTk1NaWlpWVpafn6/PTj6OxWLJy8vz+Xz79u1zu91ZWVkhnizLckFBQVpa
+ms1ma9G52YgNpDIAAACAY8KJZKvV6na7o6iQG5IkyW63FxUVqc0c+rvw+/21fyctuuA2ohqpDAAA
+AEDIsuxyuUJEsiRJOTk5ZWVlPp8vZs7jVZu5dm48xFrr2oMILpcrzGubIaqRygAAAIDRqSuNnU5n
+o4+azWan09lsTEY1dT15swcCZFl2Op1paWkOh4Ngjm2kMgAAAGBcfr8/IyMjNze30aXFZrNZXWud
+l5en4UWtO5K6vLzZhdkej4dgjm2kMgAAAGBEsizn5ubabLZAINDwUUmS1EiOmbXWLVK7MNvn84W4
++hfBHMNIZQAAAMBwvF5vWlpaQUFBw4ckSVKXWxszko9jtVqLiorUv42m5tUJ5phEKgMAAAAGIsvy
+uHHjxo0b1+iKa7vdbqjl1mGqXYjudDoJZoMglQEAAACjUCeTvV5vw4esVmtpaanb7SaSmyJJUl5e
+nnoac1OXN/N4PBkZGS6Xi9tKRbsErQcAAFEsNzeXzxMdo9Hz6NAagUDAZrNpPQpD4OMydEI9M7nR
+G0GpBZiTk9Phg4pWdrvdbrd7PJ5GbxylXiW7oKCAv9WoZlIUResxAED0MZlMWg/BiJxOZ15entaj
+iHoul6up+8GgXfGhCxoKBALjxo1rdGFwVlYWM8mt0VQwq8xmc35+fogLg0G3SGUAiITL5dJ6CEaU
+mZlptVq1HkXU8/v9JSUlWo/CiDjQA60UFBTk5uY2/Lp6jWsqrk0UFBSEWHRttVrz8/ND3HoKOkQq
+AwAAALFJlmWHw9HomclMJrc5WZYLCwsLCgqaCuacnByulxZFSGUAAAAgBgUCAYfD0fBaD0wmt6tg
+MOhyuRo9J1wIIUlSfn4+d+GKCqQyAAAAEGu8Xq/D4Wg4vWmxWIqKipq6ejPaSjAYdDgcfr+/0UdZ
+jx0V/j/8eplpkt8OTQAAAABJRU5ErkJggg==
+"
+       id="image1589"
+       x="-55.686386"
+       y="82.271423" />
+    <rect
+       style="fill:#feffff;stroke-width:0.271789"
+       id="rect1695"
+       width="171.30661"
+       height="20.99412"
+       x="-34.466179"
+       y="82.240578" />
+    <rect
+       style="fill:#feffff;stroke-width:0.264999"
+       id="rect1802"
+       width="6.5182486"
+       height="9.3947649"
+       x="136.84042"
+       y="82.240578" />
+    <rect
+       style="fill:#feffff;stroke-width:0.264999"
+       id="rect1906"
+       width="45.590321"
+       height="7.6837707"
+       x="207.81743"
+       y="166.06018" />
+  </g>
+</svg>
diff --git a/slides/figs/sorted_list_extract_first.svg b/slides/figs/sorted_list_extract_first.svg
new file mode 100644
index 0000000000000000000000000000000000000000..1157394ca382668b8c02617db9d6a0884b903bdd
--- /dev/null
+++ b/slides/figs/sorted_list_extract_first.svg
@@ -0,0 +1,312 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   width="339.98959mm"
+   height="59.795834mm"
+   viewBox="0 0 339.98959 59.795835"
+   version="1.1"
+   id="svg1465"
+   inkscape:version="1.1.1 (3bf5ae0, 2021-09-20)"
+   sodipodi:docname="sorted_list_extract_first.svg"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
+     id="namedview1467"
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1.0"
+     inkscape:pageshadow="2"
+     inkscape:pageopacity="0.0"
+     inkscape:pagecheckerboard="0"
+     inkscape:document-units="mm"
+     showgrid="false"
+     fit-margin-top="0"
+     fit-margin-left="0"
+     fit-margin-right="0"
+     fit-margin-bottom="0"
+     inkscape:zoom="0.74824839"
+     inkscape:cx="727.69953"
+     inkscape:cy="26.729092"
+     inkscape:window-width="1884"
+     inkscape:window-height="1052"
+     inkscape:window-x="36"
+     inkscape:window-y="0"
+     inkscape:window-maximized="1"
+     inkscape:current-layer="layer1" />
+  <defs
+     id="defs1462" />
+  <g
+     inkscape:label="Layer 1"
+     inkscape:groupmode="layer"
+     id="layer1"
+     transform="translate(83.886131,-131.54987)">
+    <rect
+       style="fill:#feffff;stroke-width:0.264999"
+       id="rect1906"
+       width="45.590321"
+       height="7.6837707"
+       x="207.81743"
+       y="166.06018" />
+    <image
+       width="339.98959"
+       height="59.795834"
+       preserveAspectRatio="none"
+       xlink:href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABQUAAADiCAIAAAB4GzbKAAAAA3NCSVQICAjb4U/gAAAgAElEQVR4
+nO3deXwTdf7H8W/aUlooMlyKopAiSkWU1FVYXYVEUUQUWk+QFRpBBdFt4iqCIm11XcWrXX+yCipJ
+VVxcdRM8EBVt8MarAbxBGg4BlSMgRylt5vfHYAxJeqVJZpK8nn/woElm8mmbb5r3fC+dLMsCAAAA
+AIAUk6Z2AQAAAAAAqIA8DAAAAABIReRhAAAAAEAqIg8DAAAAAFJRhtoFACln165dPp+vY8eOmZmZ
+atcCaAXtAghFuwBC0S4QXeRhRKKsrKy0tFTtKpCijEZjVVWV2lWEQbuAimgXQCjaBRCW6hsMLXdv
++n7jjogP37Jlyw8//PCn0/6U0ykngsM7dcgcd16e/0vGSwMAAAAA4uQ/y77bsn1vZMe63e5nKp/p
+379/ZGF469atj7zwReAt9A8jcpq97Kpxffr02bBhw8KFC6+++mq1a0kwCXFBnXYRGdpFxGgXSYx2
+ETHaRRKjXUTM5XKZTCa1qzjk4rP6/unEo1p7lN1u/88j1qqqKoPBEMGTut1u04Sr+l3xWOCN9A8D
+AAAAADTNbrdbrW0LwyZTeXl50O3kYQAAAACAdkUrDBcVFQXdRR4GAAAAAGhU7MKwIA8DAAAAALQp
+pmFYkIcBAAAAABoU6zAsyMMAAAAAAK2JQxgW5GEAAAAAgKbEJwwL8jAAAAAAQDviFoYFeRgAAAAA
+oBHxDMOCPAwAAAAA0II4h2FBHgYAAAAAqC7+YViQhwEAAAAA6lIlDAvyMAAAAABARWqFYUEeBlLV
+3g/vGtyjx5DZH+1TuxJAO2gXQCjaBRCKdhFNKoZhQR4GUpS854fqb7dv/9a9Zo+sdi2AVtAugFC0
+CyAU7SJ61A3DQoiMyA4DkNh0R01Y8N7RX4rTzj9SF+/n3uNesT5vyMlZ8X5eoDm0CyAU7QIIRbuI
+EtXDsKB/GEhZ6UfmX3hh/pHp8X5e38aFsyu+rI330wItQrsAQtEugFC0i7bTQhgWYfuHPR6Px+Np
+y0kRGaPRqHYJQIzJ214vue+dvXerXQegJbQLIBTtAgiVRO1i6RtLHypVPwyLsHm4srKytLS0jedF
+BGSZCQhIavKuzx4Ye23let8otSsBtIN2AYSiXQChkqhdbN+x/ZWX5mohDAvGSwOJqn7T0rIrh583
+6uIRZ/btnJ6my7qkcqfcsPb1h2dcPrBTmi6tm/n1A0II+bfq5++ZMvToDJ0ua8T8n3+/5HJwm/t/
+D1x/Xr8Tpr5dJ+TtHzxaNLhHRppOl9bh5KvKHN/VCSGE2Lvqv6VXnpSd2XvEzFdqGoQQQt7z9fPT
+C88569wRw4eceFzfwZfd6fjxgL8kec+6d+bdVnhqr9G2bT7v509OPfeEbjlS7jDLy56DQsi7Pnyg
+aNqCr/bKom75nWcNHDgwf8KzP/ni/XNDcqNdAKFoF0Ao2oWqfvrpp/KKclXCsNvtDr5JDqF0DhuN
+xtC7EAtVVVWN/S40KwovEt9vPy574taCU465ZMGvDTs/mz/F1K9rx876ocUv1dRFr1BN6t27txBi
+4cKFbTjHwdX3n9nv6v9ubZBlWT648aWJfTtebN/hk2VZlve/OrFbmq5r0Wu1/ke7Z5+SIdpfMG+r
+T5ZluaHm1X9aLht0RJpI63n9WweUx+x6a0puusjIm/HpwYDn2fXfcafc8OZu5YsGz4JLerTLnfKm
+1yfL8p7P7jRk6rIG3/91vSzLsm/np889dGdhv3Y60X7Efc/eMuK8a277x723jTkxW6c7YuSTGxtk
+WZbl+m/vO6OdyLqkcmdE37bG351oF21Bu6BdNIp2QbtoPdpFEqNdRNwutBM6Jty9+PPvt0ZwYHV1
+tSRJNpstsudVDj/9uucCb6R/GGqQvZ89P2/B3If+tXj19rqfl942dsb7nc4zTxp+1M/vP3rtjZWb
+EvViV9w0/LD4xer0Y/t0TRNCiIxjL71/1ohOv69vmH5E55zD1zpMO6JL54C2nqa/eGa5feYF2YGP
+OuLcmyfnZzb8uPSNbxt+v03e9tpLmy6dem4n5auf33j+rV91vQec1EknhOhoKLyoX/qBVR99uUcI
+IXTSGeP/XnrHFceni4Mr36655Nm3nnngzjseWPTEtcel/eZ65V0vswGaRbtoI9pFUqJdtBHtIinR
+LtqIdqG27OwOERzV9p5h5fCg28nDUEOKtfkYkIXcsGbezbc71+0XQgjdUaNvGn9CZmtW/M+UpI6H
+PT49b8LkYR3qV1c+/eGhRQt9m1583nvphFMOLTOg62G65torJ197wdHK+4aclZ2tk+X9+2r9vy5d
+h44ddaJd/vipw3ooD2o/YFBehlz/85Zt/HFuFu2irWgXyYh20Va0i2REu2gr2kXiiVYYDj2cPAzV
+0OYjl553edE5nX/7tPzSk/ubbvy/ZZ7abqZRZ3Zs3TkygrYISOt15XUXd5U9/3ly6S4hhGhY85+X
+248bm+t/l8joP+HfL8yd0F/+9cv//nPKlVfc7vzJF7QOXFp60HuKLis7SydEXV1dK7/FlEW7iBzt
+InnRLiJHu0hetIvI0S4STezCsCAPQ020+cil979p8XuVN5/d07fJ9fjfLjhpwKh/Lv+1rX/9dF0u
+vv6q43S/Ln7ypS2yOOh+dsmx1xT2POziZ+2Pr9xVMGzcUzvOnvXMy/8al9viXfdYPL3FaBeRo10k
+L9pF5GgXyYt2ETnaRSKJaRgW5GFoUkq3+ZbS5Qz866Pv/bDaec/lJ+XUeZbcVTB+3jrlnVzXmvE+
+h8keOnnCSel73nnquR/2fPDM+4MmjugccO/+6ocuOnPiB0Ofeu3fU4YemxXxsyAytIsWoF2kHNpF
+C9AuUg7togVoFwki1mFYkIeBhNTw46JnP6gVQpdz4uhZL37+6RMFx+i8y194/SefEEKX2b69Thys
+Oxj857DB1xDuZIEyBhVNOrN93edPV9z71KphE8/J/uMueevzd5a6dg++evxJWYcfxJ9daAPtAghF
+uwBC0S4SRBzCsCAPA4lp39rn5r+27dAbaIe8or9f1Ts9vWPHLJ0QIu3Inj3S5P2rv/z2oBBCiP1r
+X3pk4Tf1wvfbrt8ChgLJshzmLTgt9+rrRhzR8MP8ivUXTxiUEXCP75dNmw/I9T9+9e0+IYQQ9VtW
+f/1Lg5AP1h2UD+zYsVcWQgjZFzLYSPb/I4TQtctspxO+3bt2+4TYv37dlvo2/ygAP9oFEIp2AYSi
+XSSA+IRhQR6Gmppr82iC75f/Wszln2xrEEKIuprP3TuPG3v96O46IUTaccbz8jIbvppziXH8TTdN
+OP/sG1cPvuikDFFf/fhNN95RWa28Ddd5d+6V5X1eb9AkI92RBddd2jOtg8k87vjDZrWkHz/4jCPT
+GtbNvWr4xNtunzLaeK3Tm50m6qufuf2GGx79ok4IIXzbftnuE/Jvu3/7/Zco7927Vxa+XTu8PiGE
+SDsqNzdHd3DFvFkPPXrXtLlf6lo8cSZ10C7agHaRtGgXbUC7SFq0izagXWhc3MKwEOG2Y9b4DubJ
+RztbY7dcVF4kde8V69NF5tnl6xoO3eL76fHz2ot0ffF7Sb2VfBT2ka9fVWZoJ4QuQ8o947xLRl9w
+4TX3LfXU/nH/3pVPmQf36pQt9T3n+vlf7qpfV27qddoVd9je37hflmXftk+eKbv61BydELqcU8aV
+PrNimy/w7Ac+uu3Mv7600xf0pLLv57dnX9ivc/vs7ieNmuFYu//gV+Xn9TzimDNv/M8PtbJ84LtX
+HrjxnCPThNC104+89SHH17u+f618xph+7XVCpPX4yw33v7x6rywf+Oapqwd269htQMF9y38NeYpm
+aPzdiXbRFrQL2kUTaBeRn4J2oUm0i7agXUTcLrQTOm548O3Pv9/a2L3V1dWSJNlstshO3uzhp1/3
+XOCX5GH1aeel2XJtfpG0sM0npyi8j6cqjb870S7agnYRMdoF7QKhaBe0C4TSTuhoIg/HOgzLIXk4
+cFg78IeysjKPx1NSUqLX62Nw+sz+l9w295Lb5gbeNsBy3yjLfTF4MiBB0C6AULQLIBTtAskprsOk
+f8f8YTTKbrfn5uaazWaPx6N2LQAAAACSliphWJCH0SxSMQAAAIDYUSsMi9jl4Qbvt68+MuW8fv1v
+rqpr/tHQPFIxAAAAgKhTMQyLGOVh38YlD8yaMbN0/rs1e0MWgkcC86dir9erdi0AAAAAEpu6YVgI
+EZP1tNKOu2jmY0Nztxx1tbNVx+1xr1ifN+TkrFjUhOix2+3Kf2pra1UtBAAAAECiUj0Mi1jOH848
+onO2rjUH+DYunF3xZSoHLKvVmlj9rp988gkjqJGseGEDAADEjhbCsIjpelrp6a05ubzt9ZL73tkr
+x6ycBFBRUWEymRIrEjOvGMmqsrIyNzfXPxoCgBCirKzM5XKpXQWgLZMnT548ebLaVQDqcLlckQWB
+tWvXaiEMC62sLy3v+uyBsddWrmeysdvt7tWrV35+/um/U95h9+zZc3oI5ZP6Sy+9FHrX1q1bhRCT
+J08Our3lZ5s3b17Ly/an4hj8SADVeDwes9lMKgb8XC6XyWQymUykYsDvxx9/fPrpp9u1a0cqRmqK
+oHts//59VotVC2FYxGj+cKPqNy2995aH3tublbHjm08+9exuN8q+5ZUJaR89UGRd8NVeWdQtv/Os
+gQ+ktTvt9tfs1/TSRlaPvTlz5gR+uW/fPrfb7f8yOztbCNHQ0PDFF18EHaiE3l9//TX0rrq6OiHE
+999/H3RXZGdriaKiopKSkggOBDROScVlZWUlJSVRedsFEp3L5XK5XEajsaSkxGg0ql0OoAn19fVP
+P/10ZWXlxIkTn3rqKbXLAeLNbrfb7XYlEej1+qYfvGbt2mnTphUVTYzgidoYhkOH4sYzD9d/9fCV
+N/9g/eDtK45KE/WbXp48bOJ2IYSu819ud3w85v4zT525eti9H70yQYpjTVowYsSIpUuXBt3YoUOH
+W2655bjjjuvZs6cQIjs7O7TDdvDgwUKIYcOGhd7VtWtXIcRtt912zTXXBN7e8rO99tprr776akvq
+b+HrHkhopGIgCKkYCEUqRoprYSru1avXhSONEZy/7WHYZDJlnHFr4I1xzMMNPyx+sTr9vD5d04QQ
+IuPYS++f9fwtrVpxK0kZDIbQG/ft2/fYY49VVVUp92ZmZl5//fVhDx8wYMCAAQPC3jV69Oiwt7fk
+bFu2bGk2D/fs2fPjjz8mCSN1kIqBIKRiIBSpGCmu2VTcrWu3CE4blTBsMBi+Ovz2eI5JloXcsGbe
+zbc71+0XQgjdUaNvGn9CJonYT5IO6xpXfmdOZ+s2rYoPJaXn5eURhpGCmFcMBGFeMRBKScXMK0bK
+iu6yu9EKwzabLeiuOObh9LzLi87p/Nun5Zee3N904/8t89R2M406s2P8CtA8f2+wn9frLSws1NRn
+7qKiopqamoKCArULAVRGKgaCkIqBUKRipLiopOLYhWER3/nD6f1vWvxelzumTp/3oevxvy23PTLy
+Lrt9xrAeqbJuVrMMBkNVVZXJZApcT0sIoazbrPrgTOYJI4rKysqafsCgQYOCRkyI3/cE9nq9cfi0
+XVNT05KHBY6gjnVJQEJgBDUQihHUSHGtWm0rSEzDsIj3+tK6nIF/ffS9gpterbhzxgP/+3bJXQXj
+u3yxdGpfEvHvJElqLBJ7vV6LxaJKVSRhRF1paWnExypvi9GrJQqUVJyXl6d2IdC0888/PxanXbdu
+nRBi5cqVMTp/oJUrV7bwkf5U3KdPn5iWhGTldDonTZoU8eH79+8XQnz44YfdukUyTbFVdu/e3cJH
++lPxKaecEtOSkATGjx//yy+/RPecO3fuVP4Txb8X/nO2hD8V6/qOaeEhsQ7DIr7raf246PktBdec
+nZVz4uhZLw6//Mnx5011Ln/h9Z9uuPk4AvEflEhcWFgY1ANmtVpXrlzZxO8yFkjCiJHIeo08Ho/H
+41H6jUOXy1eRXq8vKSlZv359W3I+kt6yZctid/KdO3fG9PwRkCTJaDTW1taqXQgS0ubNm3fs2NHG
+kxw8eLDtJ4k6vV6fn59fXV2tdiHQtA8++GDDhg0xOrmKfy+MRuPEiRMXfV7fkgfHIQyLmOZhWZaF
+ELLsv2Hf2ufmvzbyL5d31wkhOuQV/f2q+159omPHLJ0QQtcus51O+Hbv2u0T0oH167y9+h4d375r
+LVEisdlsDpqXqHwZn0g8bNiwmpoakjBipKqqKoKjysrKSktLlZkFUS8p7HM1+zCj0VhcXKzMqG92
+EDhS3P333x+L0y5btmzZsmV9+/ZtbOOAKJo/f77SHd00SZIsFktxcbEkSbQLROaMM84YOXJkxIev
+WbNm7dq1Xbt2HTJkSBSrCmvFihUtTN39+vWz2Wxnn3027QLNmjFjRsuHHrTQunXr5s+fL6L698h/
+zmYFzqNZ9HnzgTw+YVjEMg/X7ty5T5brdnoPCpGp3OT75b8Ws+FYW/Gfu6eLuprP3TuPG3v96O46
+IUTaUbm5ObqPV8yb9ZDc57tNg/45p2/MKksUyi8vbCQuLy8PnVoZXUz6AprG9Ei01u233x6L09bW
+1i5btqx3794xOn+gpUuXNp2HA5NwrItBcjvjjDOWLFkS8eHKNc1TTz21LSdpoZasIedPwrEuBklj
+6tSpUT+ny+VSsmsU/174z9mECD4yxS0MixitLy3v+vI/d0+57839svzbq7OvveuJqk0+5R7fT6/d
+es4JJwwePnrMJcVfXrDI9fiY7sqGSzmj7nxg3MkdPUsqqzoWTb+sJ9swCSGEzWYLfRHY7XaTyaSp
+waJASjEajVVVVVVVVYRhwE+SpNLS0pqampKSEsIw4NevX7/3339/zZo1hGGkoMg+MsUzDIsY5WFd
+59PGzX5+1R6fLPv2fPXCPVNMx6YJkX7K7Oo6WfYd3Lnu02WvLH7zjWdmjOjT3n9Q5kmTFq7etmfb
+144ZQ7uThv1sNlvo71J5laRUJJZ3r6q0jBx4dE77rM7H5RfM/N/aA2qXhBSkuSRcv8VVft1FxvNH
+X3Z54UWmcy+bvnD1b3LzhwHRpM0kfPCXT+3TLx446rENvjD3+n79aO4Nwwf07JSV3fnYQRfdPG/F
+9nAPA9qCJIxUFvFHpjiHYRHX/YcRqaKiolSPxAdWVxSOvOvjdoYLx5x7YubWlYvnjL1g2mvb+dyP
+uNFcEhZC+LY6rxt6pbNP6eK3Xnn5JceSN58u8MwwjpxTzfJFiBNtJmHZu3LRvZOMp/7l2gdfX7Mn
+TMyVd77z93OHFz/jru3et3enus2r3nhsqmnozW/8yh8VRIkGk3DLrwE1fS0JaFZbPjLFPwwL8nCi
+aCwS5+bmBu3MlIwa1jz58NcT3/1+xSvP2Ra+Ub3qJfPx6fWehRUvbuadGrGnxSQshBDi4KcPT1+4
+99JZtw3urAypycwdd/uEnp/ed/fLXCtCrGkzCSt07fUjb33q7eev750e9v6D1Y/MfMdQ/tGGreu+
+WvnD5pp3S43ddfu/mTftnuX741wqko8Gk7Bo8TWgZq8lAU1r40cmVcKwIA8nkKKiourq6qCPHcov
+PtkjcW3DX2Y+OqF/tvJV+tEXz7jh9Ay5Yc/uvXzoRyxpNgkLIYSQf3VXb2iQfb6AZpDW/chuuv2b
+NvzCxxjEjJaT8CHZnTu312X1PTF8Hq53v7553AsLbhjcI0MIITJ6Gu9a+OAoKa1h45tvrGrRBiBA
+ONpMwkKIll8Dau5aEtCotn9kUisMC/JwYlG2mQkbiYOWoU4uHfPy+3cI+DpN6tI5rf0po0b25f0a
+MVNcXKzVJKzQHXFkj2z5l8VP/m+LP/3Wfrt6rcg1GmkaiJHi4mJNJ+EAuszMzLCLkchdLrZOzmsX
+cEva0RcXnNlOyPv27uMqKyIwZswYrSZhIURrrgE1fS0JCEev17e980DFMCzIwwmnsUgcullxEvvt
+kw/XDpo+13pK6m5RjdjT/sf9nPOvHafX/eqYdvls168+IcS+Lx+5+/VjLE/c8ef2zR4MRKSgoED7
+TeN3jSzN2a5f/sBOh9+n69gpJ12XceKAE0gBiIDFYtFoEla08hpQo9eSgHD0en0bOw/UDcOCPJyI
+DAZDTU2NwWAIut1sNldUVKhSUjzVrX/5lnt+unHBrD/nqF0KoK5Ow+9/btafj9j90T8vOmfiPMf/
+XTf9u/GvLrvf1IUPMkCrNKz9ds3BHNPY0cfwqQhJqNXXgPgjgvhRPQwL8nCCkiSpqqoqNBJbrVaz
+2axKSbEn7/l+ydzbLz3NcOWCz5bdbjr3jrd/YWAbUpvuiLNKXl9y7/Cj6n54bsrld/9ygeWvf5L4
+HAO0Uv03Dsf3x18/a/yxfChCiuAaEDRBC2FYkIcTlxKJCwoKgm632+1JGol1Wb1Ov+gay+yZk846
+OqPh1w/njLv+mZ9YNQgprn7X1m3dL7/vH5cf3277shnnGv/26k8NatcEJBR52ytznq699v9mndWh
++QcDSYFrQNCAtWvXaiEMC/JwQpMkyeFwhL6G7HZ7Um5NnJFzZO7AoVdOn7/8y5cn9cuQd7zx9Ivr
+CcRIYfXrnv3rBfd1vPXB2+5Y9L7T8qdOe9xzrxp1x/u/qV0YkDDk7UvvLFtnts8ZztgKpAquAUF9
++/fvs1qsWgjDgjycBGw2W+gryeVyJWUkVqT3vPieO0bkiIb16zbQFYaU1fDDY+Zpb+RNu+m0LCHS
+j77w4aUv/e3UrNpV/7I++jUNA2iJhg3P33TP3pmL7hrSUe1SgDjhGhC0YM3atdOmTdNCGBbk4eRg
+s9lCXxDKiHyPx6NGRbGmO3KoaWA7XecunXkvR6qq/2rhgo9qTxhyRtdDrUDX/fwHFt41uH3d6jeX
+bWTkBNAcedeHZVNeGvLEk2PZXAYpg2tA0IZevXpdOPLCCA5sexgOnVhKHk4SRUVFYSNxfn6+2+1W
+paSYkuvqDuqOGWrMY8slpCrZu8Mri7S0wHfxzAFXXJ7fTj5Yd5DF5oCm7V89d9K99bcvKD41+48b
+ZZ+PtoPkxTUgaEa3rt0iOCoWYViQh5NJUVFR2K2JTSZTwkfi+oOH7Rcvalcuennj0NstQ7NUKghQ
+Xcapw/7SxffDp5/vDPj8Lu/ftz/t+GHD9HzUAWQhhJDlcIMlar998tpbvp349D+GBWxPdsDz8i0z
+X9xOIEaS4hoQElu0wnDo4eThpGI0GsNG4vz8fLvdrlJRbbbvrSl9O+b0+svkR15btdnr3bxq8d2X
+XvPm2U9XTunHZ36kLl2Xgnvuvzhn6d3THRsPXS868OPCfzznu+5ft53RTt3aAPX59uz+zSfkPbv3
+BH/a3//NvHEjbl628cs5Vww9+5CzhhiOPybvuk3553djGg6SUauuATVxLQlQR+zCsBCC0abJxmAw
+VFVVFRYWBs0cVl4EkU1bV1nWyRddcc67z3xSeVvBs6U9cgeeOWKs9XXX+Xr6hpHiMvpNeuHDYx4p
+ffCKc225fXu0r9td13Pkwiqzf0YxkJrqvls8979vvTr/y3rRsPqJm2/yjR459qbR/dsJIYRvyyLz
++dMWb26QxSfbvj/ssLSuY8eOpPUgCe3/Zt7VFxZ/0CF/4xVD5xy6zXdwz89rv9t5rn1t8DWgxq8l
+AeqIaRgW5OGkZDAYqqurQ4dJm83mlStXlpeXq1VYhNJ6jX74ndEPq10GoEHt9SNn2kfOVLsMQFMy
+88ZYZ4+xzp4b5r60o8cu+mnsorjXBKilNdeAmrqWBKgj1mFYkIeTlSRJVVVVoZG4oqLC6/VGa3Vy
+AAAAaFhrrgE1dS0JUEEcwrBoIg97vV6XyxXZE6NVYrTYlRKJrVZr0Mxhu93udrtDpxkDAAAAgBbE
+JwyLJvKwsnttZM8NjZAkSXkFBEVi5ZdLJAYAAACgNXELwyJsHu7Tp4/RaIzsiaFBNptt0KBBVqs1
+8Ea3252bm1tVVWUwGNQqDAAAAAACxTMMi7B5uKioKCFXIUbjLBaLJElBO1ArLzUiMQAAAAAtiHMY
+Fuw/nDqKioqScGtiAAAAAEkh/mFYkIdTitFoDDtn2Gw2V1RUqFISAAAAAKgShgV5ONUYDIaamprQ
+AdJWqzVoNDUAAAAAxIFaYViQh1OQsg9TaCS22+1ms9nr9apSFQAAAIAUpGIYFuTh1CRJUnV1deiq
+aXa73WQyEYkBAAAAxIG6YViQh1OZzWYLjcTK1sQej0eFggAAAACkDNXDsCAPpzibzRb66nG73fn5
++W63W5WSAAAAACQ9LYRhQR5GUVGRzWYL3YfJZDKxDxMAAACAqNuzZ48WwrAgD0M0vjUx+zABAAAA
+iK6GhgarxaqFMCzIw1AYDIawi06zDxMAAACAKFqzdk2/fv20EIYFeRh+jUViFp0GAAAAEC3Z2dm3
+z7g9smPbGIZDu/oyIjsRkpKyNbHVag2aOexyuUwmU+iYao/HU1ZWFtcSk8KuXbuEEP/73//WrFmj
+di0JxuVyqV1C82gXkWmiXXg8nq1bt3o8HoPBkJeXp0Z1mka7SGL8vYhYQrQLIGX16d0nsgPbHobd
+bnfGGcMDb9TJshzZ6ZDErFZr6MxhJS0rHchlZWWlpaUqVAYIYTQaq6qq1K4iDNoFVES7AELRLoCw
+VA+AUx5adnT3jkd369iqo9auWSOE6HfCCZE96do1a/bs2XvKqacsWPLNZ/PH+2+nfxhhlJeXDxo0
+KGg4gbLotM1mKygo6NOnj9FoVKm6Vtv2u/r6+ry8vJ49e8b06T755JPa2lohhBQg8AHV1dV1dXXH
+H3989+7dY1pJsgod1a8RidUutOazzz6rq6vLzs6uq6tTWlCgnj170jPcNNpFUuLvRRtptl0AKW7c
+8LzvN+5o7VERJ+Ggw2+56k+Bt9M/jEa5XK7CwsLQmcM2m62oqEiNilrH6XQuXrzY6XQGfgs7d+4M
+SqdRF/air9FoNBqNw4YN43MhoPB4PG63e/ny5W63u+mRjcrqBrFuuZHwqK8AABb0SURBVACAhLBh
+w4b6+vojjzwyJydH7VqQDMjDaIrb7S4sLPR4PEG3K7sWq1FR89xud2Vlpd1uD03yBQUFDocj1gV4
+vd4uXbo08QCyMVKWy+XyZ+DQN5aw9Hp9dXU1YRgAAMQCeRjNUIZJu93uoNsLCgpsNpt2PqQqMdjp
+dDbxITtuPdtmszloTbLGKNl4zJgxjOlCUmp5J3BYgcsWAAAARB15GM3zer1ms9npdAbdbjAYHA6H
+Xq9Xo6hDWhKD/eIwWFqhrMjdqkMkSbJYLCUlJTEqCYibCDqBG1NVVcUwCgAAEDvkYbRU2D5PtXpv
+PB6P0+msrKwM7bhuTHwGS/vl5+e3vDYhhCRJNTU12ulvB1qujZ3AjUmUpQoAAEDiIg+jFex2e+ge
+1kKNj60tH5DsF+ciG/tZhcWgUCQi/zWpNnYCh2WxWMrLy6N+WgAAgEDkYbSO0+k0m82hS1XF/8Nr
+ayNx3AZL+3Xp0iX0BxUWg0KRiDweT25ubizOrOUV+wAAQDJJU7sAJJiCgoKqqqrQOcMVFRVhN2eK
+nVb19xqNxvgPRW5heTabjTCMRKTX60O3Fms7g8FAzzAAAIgP8jBazWAwVFdXhw7udTqdJpNJm5F4
+zJgxMa4ljOLi4mYfY7FYmCGJxFVcXBzdFfX0ej1bDQMAgLghDyMSkiRVV1eHBjm3252bm9uqdaTa
+qIWRuKCgIPa1BNPr9U0/7+DBg+kHQ0KTJCmKr2FJkhwOB2EYAADEDXkYkbPZbKEfhZX9ilu72FUb
+y2g6EhsMBrU2hZo4cWIT93766actX3ML0KaCgoJoDfh3OBysKgcAAOKJPIw2sVgsof05yn7FZWVl
+cSujuLg4MzOzsXubDqUxVVBQEDaKH3PMMb179xZC2O32OA8yB6IuKmtfMZEeAADEH3kYbdXYClul
+paXxWWHL7XabTKa6urrGHqDKYGm/0FnEkiS9/vrrK1euVLrCXC6XyWSKxY41QHy0fWEtJtIDAABV
+sN8SokMZJh06c9hgMNhsttiNgQx8XuXzdNBQbWX1rxg9e0t4vd4uXboE3uJfjczr9VqtVqVgtiBG
+QvN6vfn5+ZFd1mF3JQAAoBb6hxEdTaywZTKZXC5XLJ40KAzbbDabzWaxWAIfo+JgaYUkSYE/lsCr
+A5Ik+QtWvhen06lKkUAbSZI0c+bMCA5kdyUAAKAi+ocRZRUVFVarNfT28vLyoKTaRqFh2H+X3W73
+r1NVU1Oj1mJafm63Oz8/XwhRWlpaUlIS+oDAglu1rzKgEWVlZRUVFa2dHyFJUk1NDQtKAwAAtZCH
+EX1Op9NsNod+Mi4qKiovL4/KZ98mwrBCSZh6vb6mpqbtT9d2+fn5ytDxxh4Q+ENj+CgSiMvlMpvN
+EYyUZo4AAABQHXkYMeF2u81mc9jpxFVVVW2MxM2GYYXdbl+5cqVGhmK6XK5m185VxpYrkbigoMBm
+s9FvBi3zeDxWqzXiQf4Oh0Pdte4AAADIw4gVZdel0M/KbewUamEYTlCB311Urh0AMdLEAOmMjIz6
++vqmD2deAAAA0ALW00KsSJLkcDhC5wwr69AGrQLdQskdhsXvFwuUTjO3252bmxvaxw6oy+Vy5ebm
+lpaWhg3DpaWlzbbuoqIiwjAAANAC+ocRc3a73Wq1hp1O3KpAm/RhOJDZbPbvw+RwOJodaw3EgdPp
+rKysbGyAtNFotNlsyvJ1TawqX1BQ4HA4YlYjAABAK5CHEQ+BM2MDGQwGh8PRkvWfUyoMK1h0Ghrh
+dDoXL17sdDobWz5a2TkscDKwx+PJzc0NfSSzAAAAgKaQhxEngYE2UEv6P1MwDCsCu9YtFotG1gZD
+img2BissFktJSUloxC0rKystLQ28hd2VAACA1pCHEVf+YcBBmtidOGXDsCKwaz2KG1YBjWlhDBZC
+GI3G8vLyxtbGU1YK8O/DxO5KAABAg8jDiLfGphOH3WEoxcOwwuPxFBYWsug0YqrlMVgIodfrS0pK
+mh3D73Q6CwsLlf+zuxIAANAg8jBU4Ha7CwsL/R1HfgaDwWaz+XuQCMN+Xq+3sLBQWaBIr9c7HA76
+2dB2Xq/X5XK1PAZLklRQUDBmzJiWJ1tlYS0mwAMAAG0iD0MdgQEvUODCPPn5+YThQIGLTjP0FBHz
+er3+3uCWPD6CGOzn8XjKyspovwAAQJvIw1BT6Io7CovF4vV6lezHCOFAFRUVVqtV+T99bmiVeMZg
+AACAhEAehsqcTqfZbG5srCZhOFTgPkylpaUlJSXq1gONIwYDAAA0hjwM9bndbrPZHLoVU3p6emVl
+5fjx41WpSsuCFp1mMCpCEYMBAACaRR6GJni9XqvVGnYrJvbdDSvwIgK96PAjBgMAALQceRgacs45
+53zwwQehtxsMBofDodfr416RpgWuvx20NDdSDTEYAAAgAuRhaIV/8eTMzMy6urqgewPXnUYgFp1O
+ZcRgAACAtiAPQxP8oc5gMDidTovFEvbzvcViKSkpYWBwEP8y3ZIklZeXs+h00nO73S6Xa/ny5S2M
+wXq9XonBRqMxxqUBAAAkEvIw1BcYhv3zYAM3FgrEwOCwAhedLi8vt1gs6taDqFMCsMvlCt21uzFK
+DJ44cSLtBQAAICzyMFQWNgwr3G53YWGhx+MJOoRe0LBYdDrJeDwet9utZODQ1debQAwGAABoIfIw
+1NREGFZ4vV6z2Rx2UGhBQYHNZmPsdKDAKwhGo9HhcPDzSSxut9ufgUOvBDWNGAwAANBa5GGoptkw
+7FdRUVFWVqb0fAbS6/U2m40pkYGCFp1mXW7tUwZCK1OCQ1/kzSIGAwAARIw8DHW0PAwrArfbDcIi
+W0ECN3Nm0WkN8nq9Lpdr5cqVrZoMHEiSJKPROGzYMKPRyC8XAAAgYuRhqKC1YVjh9XrLysoqKipC
+72KRrVBWq1X5WbFVlRZ4PB5/P3CrJgP76fV6JQMbDAZe6gAAAFFBHka8+XOaXq+vrq5ubb+u0+k0
+m81hh5WWlpaWlJREp8qkELjotM1mYwWyOPPviuR2u1s7GVhhMBj8/cCMgAAAAIg68jDiyp/Q2jKO
+1+v1FhYWhh1oSkdxEJfLVVhYyKLTcRPBrkiBJEkKzMBRLg4AAACHIw8jfqIShv0aW2RL0FF8uMB9
+mFiUO+oi3hXJT6/XGwwGJgMDAADEH3kYcRLdMKxoYpEtlp4OFLTodMvnbCOstuyKpFA6gQcNGmQ0
+GlkAHAAAQC3kYcRDLMKwX1lZWWlpadi7WHraL3AnZxadjkAbd0USQhiNRn8G5jUJAACgBeRhxFxM
+w7CCjuIW8q/sLUmSw+Hgx9KEKO6KpPQGR7k+AAAAtBl5GLEVhzDsp+zGFLbvzmg02mw2BqYKFp1u
+ErsiAQAApBTyMGIonmFY4fF4zGZzY715paWlxcXFDFUN3LPKYrGUl5erXZGa2BUJAAAgZZGHESvx
+D8N+TSw9LUlSeXk5fXeBi04XFRWVl5enSJBzu93Kd82uSAAAACAPIyZUDMOKpjuK/ZQwYzAYJEnq
+3LmzUmeKJByPx1NYWJjQi04H/n7dbveuXbuU/3s8Hn9Pr9frjWzkcxB2RQIAAEg+5GFEn+ph2M/p
+dFqt1ogHwUqSpNfrlVnHw4YN898Y1RrV5PV6CwsLlVSp1+sdDodav6yg1BrrcNtC7IoEAACQ3MjD
+iDLthGG/JtbZiowSkpVBs0KIQYMGBSbnhBP1RaeDUuvy5cv9//cPVxaHB13tYFckAACA1EEeRjRp
+MAwrvF6v1WpVUl9M+UOykir79OkTmJw1q6Kiwmq1Kv8PWnQ6qHt25cqV/ru0H25bgl2RAAAAUhZ5
+GFGj2TDs5/F4ysrKPL+LfwGqT1duItwuWrRo7dq19fX1QoisrKza2tq4VRVP/p+2Xq9nVyQAAIAU
+Rx5GdDidzsLCQuX/1dXVCZEx/MN6ldmqSlaM8wxVvwimKwd1z65fv95/V9BCU1EcK64pgZcSAn9W
+Sre88n/td84DAABALeRhREHg5j1Bo20TlxIplZzpD8mRbc/TRoEzk1UpIA6CUmtg0FWmZyv/T9xJ
+2gAAANAg8jDaKinDcNOUHlf/eGMloyZxN2xrBaVWwi0AAAC0iTyMNknBMNw0/wRdZVFlJSQn7lpT
+Qoi0tLTTTjstJydHhPTiKoO6FUm2ExUAAABSAXkYkSMMt4oWpisHptag7tnQcFtWVlZaWqrcwu8X
+AAAAyYc8jAgRhqMrgunKjYVb/8rVirasX+1fM1wIUV5ebrFYIj4VAAAAoDXkYUSCMBxPgTOT479B
+buDvuqioyGazxbkAAAAAIEbIw2g1wnCqcbvdhYWFyhRoo9HocDiYKgwAAIAkQB5G6xCGU5PX6zWZ
+TMooboPB4HA4WBoaAAAAiS5N7QKQSAjDKUuSpKqqKuU37na78/Pz47kMGAAAABAL5GG0FGE4xUmS
+ZLPZlCW1lO5iu92udlEAAABA5BgvjRYhDMMvcNFpXgwAAABIXORhNI8wjCAul6uwsJBFpwEAAJDQ
+yMNoBmEYYQW+MAoKCmw2G4tOAwAAILGQh9EUr9ebm5urZJ7S0tKSkhK1K4KGBC06XVVVRSQGAABA
+AmE9LTRKSTv+MbGEYQRRFp0uKCgQQrjd7tzcXBadBgAAQAIhDyO8wK4/JoiiMZIkORwOZRS98ppx
+Op1qFwUAAAC0COOlVVZWVqZ2CWHU1tba7fatW7cKIQwGg9IBmEwmTpyo1+vVriKpsOg0AAAAEg55
+WGU6nU7tElJRVVWV0WhUu4pk43Q6zWazMsDeYrGUl5erXREAAADQFPKwypQ8bDAYNLUQ0datW7/7
+7ruePXvm5eWpXUuUud1ur9ebfHnY5XItX75c7SrE1q1b7XZ7bW2tEMJgMFx44YVZWVlqFxVDffr0
+oSccAAAgcWWoXQCEEKK8vFxr8czlcmmtpKgwmUwul0vtKqJv+fLlpaWlaldxGLfbnfTLaxmNRvIw
+AABA4iIPI7ykDMNJT5Ikg8GgdhWivr7+q6++qq+vNxgMGRnJ+Sbj9XqTPu0DAAAkveT8qAqkJmUT
+YLWrOMTj8STxomUul8tkMqldBQAAANqE/ZYAxEQSh2EAAAAkB/IwAAAAACAVkYcBAAAAAKmIPAwA
+AAAASEXkYQAAAABAKiIPAwAAAABSEXkYAAAAAJCKyMMAAAAAgFREHgYAAAAApCLyMAAAAAAgFZGH
+AQAAAACpiDwMAAAAAEhF5GEAAAAAQCoiDwMAAAAAUhF5GAAAAACQisjDANpuj3vF17VqFwEAAAC0
+CnkYQFv5Ni6cXfEleRgAAACJhTyc+Bp2fLX4kRsvyDu52FW3Z5VtqvH4rh1zep5yyUznurrfHyPv
+rXl3/vTLDL1GPbl1x8cPFQ7oJuWOenTlAeXeWs8b91970dAhpxzXRTp20Khi25e75D/OX7/l/cdu
+HH2ucegZJ/bqNeD8qU98ukMOrgGpTN72esl97+zlVQEAAIAEQx5OcD7PG+X3zp5V+sTba3cf+GHe
+xEnP7u5vHHZSzo6vX5tz5fnTXtsmCyHv+PDx2XfdOfsRx8rtB9Y/d+vdrl11tbvXv/vKR9t8Qhz4
++t9ji1465u8vLF+x2rP2zb8d9eljk0wj76tWOvsOfPfUVWdP/uTs8iWu9z779rM5J7nn3zj8kgdX
+H1T5+4ZWyLs+e2DstZXrfWoXAgAAALQWeTjBpelH3vrws3eNyNb5dr79eu2tb7+zcN7Tjo9XPDO2
+d9rBdfbpD39WJ3Rd/3Ljw/a5k/uni4Ofv7Htr/959R23+53FyxZc2yut4fu5Ux/qcuu/JpzcSSdE
+erch1tl/7ZO2+5MH/7l4pyzqv3pkomX5n+7+17jjs4QQ6Ueff9HpWeK3zxxLPQ1qf+eIjcaGA4Qd
+YvCvD10PFE1b8NVeWdQtv/OsgQMH5k949ieiMQAAABJDhtoFIAoyOnTIFLqOFxYXnynphBCiXZ8r
+H7hjwStT316z2LnqnsGnZwihy+mUoxMZp14zxSjpdOIE0yUnCCHqq5+zrdid/sSksc/pDp2sblv3
+k07ukHZg62bfgV+eePyLhj9PHd710J26o8b/e7HuzR2DruiXrs63ipg68N1TV496MPueJUv+fXxW
+w+bnrhw08cbhq3Z/WDV591P3Pv7swkUrfs44d/1zt/7v0BCDV1fNf8vx8Zj7zzx15uph9370ygRJ
+7e8AAAAAaDnycJLQCV1aWprO/3XaMReMNLR7+yPPmnV14vQMIURaepoQuuwO2X88SMje6i/WyL1n
+zXl+1smhAbfhu1dWbPV1OK9Hzh+HZOUOv3ZKLL8RqOfQcICnvw8cDuBY+plj6fq/33bjw0P+nF09
+5N7vPn9j2x3vvGrKWOuq+uX4C3qlCYYKAAAAIEGRh5NV2jH63pm6D+sPHGhiqq/s3eGVGzbVbKgX
+YfKwvMu7Wxb7d3prhWgfw1KhDQfeb3o4QPghBgAAAEDCYv5w8srISBdpXY45Orvxh+g65nTQ+XZU
+LV0RtFVOg+eL6m3iCOkInVz3xYefB9170PPdj/ujXzBU1VDzyYqtvg49QoYDXPmnbsot4YYYAAAA
+AImLPJw05IYGX8CON/KOnzbXik5nGU9r1/gxuu6nnNorvcFjL/n3NwcCjt35xiMLvhHpuYZTu6Q1
+bP7voy8ELpHk2/T8Q4s2M3842QQOBwAAAABSAXk4aci7t22v++OrX5ct/byh7zXTLv598KssCyGE
+z3fY4r/tBl/z15Mzxe7lM0dd9eCy9ftkIdduePe+8WX7LxrVTZdlnDguN0Pe/tot40re/qlOCCH2
+/vDSLeMW9Cj4c2bcvjHEh47hAAAAAEgx5OGkIe9dWv7gRzt8QghxcOPL08uW973lybuNOf67f9sr
+i4bNGzcftvxRu/zp82edKenqPIunX9C3yxHSEUfoRy44etY/LpJ0QmSfUzLvb6d0lHe8/48RfY86
+7nh9jx4DJn1y3py/G5rodEZiYjgAAAAAUg15OGmk9Rw+zPevK8694KKLzjeNtXeeseyd+01ddEII
+sf/rl/95083zv64X9d89Zh5/x5Mf/PxH4Ok4ZNbS95+dPib/2E7tdGlHnHRp2eKqJ8YcpfQq67qc
+9+C778ydcm7/bun7duzNOeOGp997q+TPOeFLQEJrdjhA2CEGQujaZbbTCd/uXbt9Quxfv25Lfbwr
+BwAAACLC+tJJQ5fRa8Ts/7svXMdt9smX3fHEZXc80diRnQZePcd59Zzw96Z1GzL18XemPh6tOqFZ
+2eeUzPtb1ZjyVe//Y0Tfx3od27l2y6a6U2e9uUwZDhA4xODogHeOtKNyc3N0H6+YN+shuc93mwb9
+c05ftb4DAAAAoDXoHwZwSOPDAZocYpAz6s4Hxp3c0bOksqpj0fTLerL8NAAAABID/cNJQZZlIcuy
+3PwjgSY1Mhyg6SEGmSdNWrh6UsxrAwAAAKKLPJwManfvPiBk4d1dLwQLXQEAAABASzBeOsHtXfXi
+/bdcU/ZWrSzvWjxr4szyJT82NH8UAAAAAKQ8+ocTXMdTr5jxyBUzHlG7DgAAAABIMPQPAwAAAABS
+EXkYAAAAAJCKyMMAAAAAgFREHgYAAAAApCLyMAAAAAAgFZGHAQAAAACpiDwMAAAAAEhF5GEAAAAA
+QCoiDwMAAAAAUlGG2gVACCGsVqskSWpXkRLcbrfaJQAAAADQBPKwJhDSAAAAACDOyMMqKy0tVbuE
+VKTX69UuISZcLpdOp1O7CgAAACAxkIdVVlJSonYJAAAAAJCKdLIsq10DgLbyeDwej0ftKlKOJEkG
+g0HtKgAAABAh8jAAAAAAIBWx3xIAAAAAIBWRhwEAAAAAqYg8DAAAAABIReRhAAAAAEAq+n/CQ/6X
+Cw+OfQAAAABJRU5ErkJggg==
+"
+       id="image1956"
+       x="-83.886131"
+       y="131.54987" />
+  </g>
+</svg>
diff --git a/slides/figs/sorted_list_insert_any.svg b/slides/figs/sorted_list_insert_any.svg
new file mode 100644
index 0000000000000000000000000000000000000000..6fe338290b8331d9afe9d7427b6bd25ac5b268ee
--- /dev/null
+++ b/slides/figs/sorted_list_insert_any.svg
@@ -0,0 +1,623 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   width="435.50418mm"
+   height="131.49791mm"
+   viewBox="0 0 435.50418 131.49791"
+   version="1.1"
+   id="svg1465"
+   inkscape:version="1.1.1 (3bf5ae0, 2021-09-20)"
+   sodipodi:docname="sorted_list_insert_fany.svg"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
+     id="namedview1467"
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1.0"
+     inkscape:pageshadow="2"
+     inkscape:pageopacity="0.0"
+     inkscape:pagecheckerboard="0"
+     inkscape:document-units="mm"
+     showgrid="false"
+     fit-margin-top="0"
+     fit-margin-left="0"
+     fit-margin-right="0"
+     fit-margin-bottom="0"
+     inkscape:zoom="0.63072391"
+     inkscape:cx="807.80195"
+     inkscape:cy="318.68144"
+     inkscape:window-width="1884"
+     inkscape:window-height="1052"
+     inkscape:window-x="36"
+     inkscape:window-y="0"
+     inkscape:window-maximized="1"
+     inkscape:current-layer="layer1" />
+  <defs
+     id="defs1462" />
+  <g
+     inkscape:label="Layer 1"
+     inkscape:groupmode="layer"
+     id="layer1"
+     transform="translate(108.6843,-64.293419)">
+    <image
+       width="435.50418"
+       height="131.49791"
+       preserveAspectRatio="none"
+       xlink:href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABm4AAAHxCAIAAADry9TNAAAAA3NCSVQICAjb4U/gAAAgAElEQVR4
+nOzdeWBTVdrH8XOTtJSlNMi+pyKIgJAqoghIqgMCCm1VxJ3UQQRHpUUFHMS2OIoMKC0uo4g2xWUc
+RUlZFF7ERnFnC6AgZWkULCBLA7TQJcl9/whgSdLSJe1Nmu/nH+nJzb0PJLdtfj7nHEmWZQEAAAAA
+AADgYlRKFwAAAAAgYMmncjftPFGL//suF+zYtKfIfwUBAKAsojQAAAAAvpzZmz3z5t5XP7bqiKvm
+J3EdMk+6qs+olFW2Yv9VBgCAYojSAAAAAHg6/ev7E6+/+rb5uX1nPHd3V3Vlh57J+/yFsb2aNx33
+SYmPR9WXPfD8kz1/fnHMVUMe/WgPcRoAINgRpQEAAAAoz3Xky5nDBj2weO9lU7K/z555U8ewio4s
+yl327Ogr+9wyc+nOwoomgYZ1Gv7sih+WPab79fV7Bt6c+vUx1moGAAQzojQAAIDgExsbK6GBio2N
+VfTNJRdYnh4ZN+f7k13HL1k5f0T7ChrS5BM/fzhteK9+tz+3cu/pi4Zjmg6jXl6VdV8n+/rZt458
+5ms7aRoAIGgRpQEAAAA4y5lnMt41f1ORutvERelx7Xx+WnAd32yaYuh19T2vbG898vFpd/TQVOXM
+qvYJCxdNiFYXbnhxXOISm9O/dQMAUF+q9GMPAAAAgclgMChdAvzGYrEoXIFz31uTpq487FK1ik97
+9qYoyedBxeYn733rTNws83/uHNbrEtW+lzemL82tytkl7bCUtNEfj192aHnypMU3rHo4utIl2AAA
+CEhEaQAAAEEsJydH6RLgN5LkO7uqL/Kx7FlpX9hdQt19/BO3t62omIiExTtuU517tFp7e0rt7ki+
+P3V5+t6CtWnPLh+7JOESZf/GAABUHxM8AQAAAAAAgCohSgMAAAAghDP37XmfHHYJoek57t4BjSo+
+UFLVvJcsYuA9Y7trhHAd+njeO7tZMA0AEHyI0gAAAAAIx9Z3szaWyEKou44Y2afO1oHR9Bs5vKNa
+CLlkQ9a72xx1dRkAAOoKURoAAAAAxy/Zy3MdQggpcsD1/cLq7kLh+kEDmkhCCMevK5bvoC8NABBs
+iNIAAACAkOc6uP7rXU4hhNB079sroi4v1fSKPt00Qgjh/PWr9QertW0BAADKI0oDAAAAQl7ptk3b
+HbIQQgrrEt1JXZeXUneJ7qKWhBBy2c+bt5fV5aUAAPA/ojQAAAAg1LkO5u4+5RJCCCmqdcvwur1Y
+41atmklCCOE6sTuXtjQAQJAhSgMAAABCnfOP/fnuZctUkc0j6/gzghTZPNK9B6gz//d8VksDAAQX
+ojQAAAAg1LkKjhW428OkppHulrG6IzU7dwnX8XOXBQAgWBClAQAAAKHOUVRYLLv/GBZeh9t3CiGE
+kMLCNe4oTT5TWESUBgAILkRpAAAAQKhzlJ1b/l8K02jquCtNaMLOp3WOUvYdAAAEF6I0AAAAINRJ
+qnOfC2SXq877xFzO8wuk/XVhAACCAz+5AAAAgFAX1ihcdbYXrbS0TK7bi8nnLyGpGjXS1O3FAADw
+M6I0AAAAINSpm2vPbqopO8rqOkoTZedmdUrNtc35QAIACC785AIAAABCnap121buTwZy4amiuu5K
+Kyo8ewlV67at+UACAAgu/OQCAAAAQp26k66zWhJCCNfxo8freLE0Z8GxApcQQkiazrrO6rq9GAAA
+fkaUBgAAAIQ6SdurdyeVEELIp/MPFNRpW5rr6B/5JbIQQqg6976ieV1vFwoAgH+xyicAAAAQ8sL6
+XNc/Utprl4Vj7669DtEurM4u5dyXu88phBBSZP/retfddYQkEdMBVWIwGHJycpSuAggaRGkAAAAA
+mg0Zfn2Tjz4rkp0Htm47Ig/qUEkM5Th9/HB+fv7B/Pz8/D9+sRxwukd3rXjtrdNdOnTo0KFDh/Yd
+2reJauRrCozr0LZth5xCCKnpoOGDm9XJXwYAgLpDlAYAAAAPRdYvrB1uGtSGnp4QIrW5ZWxs5Ocr
+T8plm7/67tTkO5pXcKCc/5+box/5stRrvGxr1hMTs859qWr191V/LB4R7vX8k99aNpcJIaTIG+8c
+1bru32NarVav19f5ZVAFhw8f3rlzpxDi0ksv7dKli9LlQAghLBaL0iUAwYcoDQAAABeQD32c9tz+
+2bGD2rAgfCiR2t426Y6Zn72T7zq5zrzu5B0JFWRpUofJ60om1/Qqsn2tOadQFkLdYeykhPpIa/V6
+PTPXAsQHH3xw7733CiEeeuihGTNmKF0OhGAeNFAjbDsAAACA8k7/sGD+mpN1uu48AlPzEdOfGtxM
+Eq5jqzI/PVgnbwHXH0szPy9wCanZ4KemD4+si0sAAFC3iNIAAABwnlyQM3Nixg6H0nVAEeoekzOm
+X9NUkk+snrfgh9P+v0DRdwvmrz0lS02vfTpjUne6HgEAwYgoDQAAAG6uo+tnJ4xd+HMJLWkhq5F+
++pJ5N7eWyna++tjcjX4O04p+evHx13MdUptRLy95ql8j/54cAIB6QpQGAAAAIYTYMP/mq4alfXXM
+JYQos6b01UiSJKm0D6woEUIu3Ldu0YyxV7d3LzfvKtiUOXVMTKfmEY1bdo99eNHmE+7wzfnn94uS
+x1zd9ZKmzVp1Nzz02g/HPUK5kkMb//fChNhL297zaYkQp3PNaXcPvLRVsybaLleNecK0xU6Gp7yw
+yyd98MnMgVElm+fc9aj5oMtf53Xmf/qPu+daS1sMTln2/kPdw/x1XgAA6hlRGgAAAIQQ4uopK3Pt
+J9ZM6qQWQtN31sbCM2fOnDlz+I1unybd2rtLj2EPz126+c9SIZfueW/8dTdNW25zNQ6XS47vsSya
+fPO97/zmPLPjrXHX3vTU0r3O5s00xcf3fLX48VF3v7nvbBTjtK1Ive/6broBd81822IrkuXCTXNH
+Dbw9benG34+fPnNi/5YVLz94w41PfXGMNE1xUoshaZ+vmTeq3e+m+4ZN/HBPce1PeSb3/YeG3f/u
+gY5xGWs/m3V9FOucAwCCF1EaAAAAhBBCFdYoIiIiXCMJISSVJjwiIiIiolGjJtGj0j7Z8sPcwRGS
+EKJs7wfJszbd9F5u/p5tW3f/vuX10e1UwnV0zfxnpj34yJprFu08+Psv1u22vJzp/ZtIroIvF7y5
+0b3umrrDjdNMX/+0+PbWKiGEq+CLp6esG7x4+7EzpacP/fTO369sKgm5cEu6cepywrQAIEUNmGr+
+afXsoYXv3XfNoKfWerYXVod85PPk6wc88GHxsDlrf1z66FWR5GgAgKBGlAYAAIDKNI6KatQo+rr+
+7VVCyMWlvZIzFxivaRMmhBBNek14NvFyjRCOPT8V3v/hR9OHdW0iCSFUlwxOfnhIuCQctg0bD7v7
+0sKbNtFo2l53bTe1EKJ0y75er5n/ldCrhUYKb9M/8c2Vr45urRLCmf+/uZl7FPzL4i+adjc+s3Lr
+j+/cr92743gt5nm6jv6yr/WD726wLpt2Qxt2GgAABD2iNAAAAFyU1KRpE0kIKfKKmMsiyo1rul3e
+TS2EUF864Jq25X6zlLRdukRJQsj24wXlGpqk8PBwSQgRcePDk/s1+Wtc3eXe1Id7aYSQSzd/vraO
+/y6oOimq3wML1y197NJaRGDqy5M//b+X7+lNNxoAoGEgSgMAAMDFqdW+w5RGEY0kIYSQZY8pgGFh
+YUIIuaS4tEpzA8OuHD3qUo0QsmP3ztpVCr9TqWr1oUFVwXsHAICgRJQGAACAKpBq2FPkGbFVRNOj
+9+UaIYSrqLBmFwIAAKgHRGkAAAAIBI1baBtJQqiaNFW6EgAAgAoRpQEAACAQuEqKy4QQ6ujutlqs
+cQ8gYEVFRSldAgD4AVEaAAAA6pvL5fKc9+nK/+2AQxaay2MNnfgVFQAABCp+TwEAAMBf3NsLyKWl
+ZVVc46wmZNfJE4UXnl/+8+uc7WVS08ETHrhSU3dXBgAAqB2iNAAAAJyn0l6iVQnh/O2nDQddQpy2
+vvT4gu0OIURpSakQQpSVll74BKfTecF/z3O5XKLCTK5s45ovjpYfP7PhlfQvihpf/dS8h7rxCyoA
+AAhc/KYCAACA89TdBw9qrxZy0RdTBsQM6n/l/buG399HI+QTu379wymEfHLf3j/Lr2RWti83zymE
+cO7f91v5kE0+unffCVkI1+Hdu096ZWmSfGL51LHPLN99yiWEKDn4TcZ94+bvuezvS5bO7N+4rv+K
+AAAAtUCUBgAAgL9ExKa998Id/do2CZdUbW/JWP7KqOLVcx8dO2zK8lOyEHLJVzNHxE188vVvCpwH
+Pp/7+P1/GzN3W5kQwpG74DbDXY/ONu9znPj+zacmjLrxyS9Oy0LIhSsej42fPOez/RdsJdA4fuEH
+4+yv39G3S+fOHaOvnbS82YMfbPx+0e1dmdsJAAACG7+tAAAAoByp5ZBpH1unlRsZOf3VkdNf9T5y
+5PSFI6cvfNdr/NKH5w18eN7iSi+ibjVw8murJ9e22AbJbrcrXQIQ8hy7M+8bPXWN62/zVvx3wuV8
+bAZQHt8TAAAAgABitVolSdLr9TqdTq/XDx06VK/Xa7VapesCQohr/8p3lu2yl4rsxdn7Eqf1UCtd
+EIBAQpQGAAAABByr1Wq1Ws1ms/tLrVar1+sNBkO/fv3cEZuy5QENm6rzLYlxr2/93HlT4ujogMvR
+iqxfWDvcNKiNpHQhQKgiSgMAAEC9cTicQgjZWVrqvOixoapdu3bt2rWzWq3lB+12u8VisVgs50cM
+BoNer+/atas7YqvnIoEGTtPjwY92P6h0FT7Jhz5Oe27/7NhBbQIu4wNCBVEaAAAA6ktx3t79TiGE
+c1/uXoe4kl9FfenZs2dOTo4415i2detW9x881lDzSNaYEAqEhtM/LJi/5uSds5WuAwhl/P4CAACA
+OicXrH9tduaaL1es3u8UQpRtfeGW2J233njH1Gdvv4zGigro9fryEzltNlv5ZM1ms5U/mAmhQAiQ
+C3JmTszY4bhC6UKA0EaUBgAAgDontRjy6IIhjypdRlDT6XQ6nS4+Pt79pd1u92hbK3+wzwmhOp2u
+X79+TAgFgpPr6Prn7hi78OcSOUzpUoAQp1K6AAAAAADVptVqDQZDUlJSZmbmli1bZFnesmVLZmZm
+UlKSwWDwnuBpsVhMJlNycnJsbKwkSdHR0QkJCWlpaRaLxaPBLdB4pITKc53Y9fmryWP6tIl51uoQ
+onT/ugUP3dizbWSzlt2GPPjaT3ZZ6QJD0ZncT2fded3l0bqu7aIaqSRJkiR1m4fWlAohHL+8P33i
+HQPah6skSZIibl502P0KuX5b8dykcYO6NFZJkiQ1HrOk/Axq18ncNa8/kdCvbY/kb8qEEPKJr/99
+5zXtz55aUkXobnwwLTvv3JqPju3vPpVo6NJIpQprN+CejB+K3MPyqV8+Ths/TN+tc6f2LZo1a9ml
+703j05buKCz/Fqnq26l4w/ybrxqW9tUxlxCizJrSVyNJkqTSPrCipC7/YQH4JAMAACDYnO8qUroQ
++JP7NTUYDH45W15e3rJly1JTU+Pj43U6XeUfCtzBXGpq6vlgLnAYjUa9Xp+Xl1fdJ/r339Nts2na
+/UO7RkhCCKHpM2vToa+fu7FdRGT76EvbNlVLQghVq/isA04/XrEhWblypftFmTNnjj/P68h9c2S7
+DqPm/3CkTJZl54mdS6de10Klaj1hdcn5Y4q/f+pyjRCi0fA3D7nKPbfkx+k9NUKIiNFZBe6R01sz
+Jw/vEaWWhBBCrUtaX3ruWGf+0vu6qIUQUsSYd+2eVZRtefbKJv3++WPR2a9dhz97tE8TVeR1T6/L
+L5Vl58md7ydeHi4JVatRb+1zyrIsF1br7eQsLT5z5uSaSZ3UQmj6ztpYeObMmTPFxaW1fLfVxW0C
+NHh0pQEAAAANkHs2aEpKyrJly/Ly8goKCnJychYsWOBOpjwOdk8ITU1NTUxMjImJkSQpNjY2MTEx
+PT29/CxRRbinr8bExJxfCU5BPe9Iyfoy54VB4ZIQctGmeQ+mHbhrWd7R/H17822rH+0VJrmOrnx5
+8c8OpesMKUWr5zz7ReNx/3z82lYaIYSqec/b532SMablBZ91w7tf0c3Xuoxh0d11F45HXBY/Z8XW
+b9OuCZc8jlW1T5j95JAmkpAd+3L3ebzIrt9zcv68+akp1zRxf136zQv/+M/Pp8MGPzQ1tn2YEKrI
+nnfPmzWqmeQ6unbR/3KdQogm1Xo7qcIaRUREhGskIYSk0oRHRERERDRqFMZHeqD+sVYaAAAA0PC5
++87O9zNWvtSaEMIjQTMYDHq9vmvXrvW/1Jq7NrvdnpCQkJqampKSUp9X99C4aRMhOvbqqZW++VMu
+KOybtnJG/0hJCCFUrW5M+vs1bz7xXdmuDZtPyH1beuYw+MuJEyeULgEAao4oDQAAAAg5HsmaONf8
+dT5Zs9vLrxwlPDYx0Ov17o1Bhw4dqtfrvZdm8xePjC81NdVisSxbtqzurlgFUkTjCEkIqdPQkfrI
+vxIzVcfu3ZpI39ld9uMnZEGUVl8cezduPuY48ssvh12DOp1t0VJ1GJt876vvlztKUqvVPl8SSfIY
+lppoo4RoPPDqVtJP+R4Hq3T3Tr417euPju18P+v7f8YMifiriu1Llvw+ek5cm7Nnk0/m7sp3CilM
+o9Gcu4AU1adftNq8zZn/e75T9FRLJLNAkCJKAwAAACD0en35iZ82m618suaxNYF78PyMS61W6+5W
+69evnzti81dV3lsiWCyW6OjonJwcP16lulQqn5PqpMZNGkvCLpeUlLD1QP1RNWnaRJILv5ie8Hhk
+1py7ermzqIiBxuRD6ppPfpSaNGvqI76SLhk96a7On7z2m+2DNz9PHZygPXtM8bdvv1961/s3NTt/
+YMtbk5++U9rZZ8rIqL+e7Q5hRUlJua0CSGaB4EOUBgAAAMCTTqdzr7bm/rLyCaHupdbKt635a0Lo
+1q1bvQftdntMTMyCBQuSkpJqfOba8Oxj+usBIYQQMkFafVJFj7lzYNoPX9s3vnZvzCcZdyf9c/qk
+W6+ICut31521OKuk0aglIbxfysZDJib2WZS29Wj2mx/lx03sqBJCiBOrFy9rY1x3dVi5E7QdnvK/
+4We/KP1z83LTW29/sHrDbocQknzBW4RkFgg6rFEIAAAA4CLcE0KTkpLOb/G5ZcuWzMzMpKQkg8Hg
+Pd3SYrGkp6cnJyfHxsZKkhQTE5OQkJCWlmaxWDymjlaukk0PkpOTExISqnU2NEjqHo998NG0IW01
+klx66MesGfF9L73q7hfX/FZy8adWqoLAVNMn8eEbmkhyUc6irF+dQgghH/x08Zf9/n5fdx/7GhTt
+/Wz+34f0HvLE/0nD5qz+bEa/MK9DSGaBoENXGgAAAIBqq58Jod77IZRnNputVuuyZcsUnOyJAKDu
+OPLFnJ/vWPLCzOfeXJt32nF864f/HLX289Tly5+5PsrvUyNVncc9PPrZnA+PWt9567upC4aE7f3g
+nW03PfF+e48ruY6un/934+zvO/zjrTXWuEsbC+Hau87fxQBQAlEaAAAAgNqqiwmhdrv9ok1nNptN
+2cmeCBDqVv0TX15z7xNfv5X6ZGrmxqPOY+vT7p81ePvC2CZCiEp6v86qRu+XdMmtD9/V5eNXbXkf
+LFqdcm3nzKw/b3ttRNSFBxV+lzJi1PNb2/9jzaoXb2zOUmdAg0KUBgAAAMDP/LJDaNW36UxOTv7q
+q68yMzMV3dkTinDZTHO/uWn6fZ1VQojwjjf8461v40Y/PmLcm78U/7bcvPGl2BvChBAivHGEShJC
+Li0tlX1M3pRdTqevcd8aD574YN83U7YcMb+R9Tfdh+H3ZV8fccEBrt+zZr20uVDVZdSdQ8jRgAaH
+KA0AAABAnavBhNBqnd9sNttstszMzLqf7CmXlJTKQkhOp/PCB1xOlxBCLi0pZXmr+iOXHF6d+cmd
+9yR1O7cQeFinMXPT4v839sOTTqfr3GHqFi21kjjtzMvd5xCdw8+OntlpXvmzQwghnzl9pupRmtD0
+Nk40zH1kbdHamY+2GPjvzb08lklz7Nmxq0QW4tSfR4qFOLc+mlxW5pCFkB1ljpq+Q9RqtRBCLi0t
+4z0GKIdtBwAAAADUN/ds0JSUlGXLluXl5RUUFOTk5CxYsMBoNNY4C7NarbGxsSaTya+VenEd3rnz
+mCyE89DuPSfL5RmuP/fsPSEL4TywK7ewbkvAhYq/nTvtvd8c5UbCmzYLl1QtDTfpzzWPhPWK6dNI
+Es79H6T86//yipzOU3k5r08c/rAlrK1KCOHY+e13R0pP20+Wug+XS0tKZCHksgpyUVWncQ+PaaWS
+XWfCb5xwZ2fPz9XqNu3bqIVwFZhTn/p0X7EQpYc3/vefcbfP+9khhHzmjwNHzuz9KPU/Gx3nk1lR
+pWRWpb1EqxLC+dtPGw66hDhtfenxBdsdAkD9IkoDAAAIYhIaEKXfTUryuUNoly5dqnseu92emJiY
+mJhYNzt7OnM/SXnktltmfV0iCyHbP/3H3+6YPN205Yz9uzenT0oY8U9LsSyEbF/6j2F3PvbiZ/td
+Fz8j/MJ1aNnDQ0fP+vSXgjIhRGn+F7Nnf3zi0ntfeWGM9tx9JbW7/R/jOqsl17Gvnru5W/OICO1l
+YxaFT/vvSze3VgkhXIc+HN8/dvKijcddQgghH9+585BLCPnYrl//9Pk6Si1umXS3Tq3ueOdDo1t6
+3bzqK8Y9OCRKEvKZ7W/e0f0SbYsWXUZknE7MfD62kSREqSWpZ8cxq/vGXaWpZjKr7j54UHu1kIu+
+mDIgZlD/K+/fNfz+Pkw1A+qdDAAAgGBTfgkqNDAGg0Hp91egqM0/4/nWNv49A8fKlSvdL8qMGTP8
+d1bHry8OODeDUlI10nbo3OWyAQlPmTYdd3oeWvTLB8kjerVt1rh5R/3oqaYtdpfsOvL2KG3nweOf
++++GQyXu8+35NO2R2/SXqNz5mCqq9+iHZ328y+Hjyj//a4D+nxtLfdflPJwzd1z/js3CI1pcOvCe
+f31mK5Zl16EVj17Vqlmr3nGpqw+UOXYtfXZy3JVad3+LpG4Zc9ukaZmbTxd8+8a0h8f0jjo33rr/
+2EfnrPrd/ddxHf167h392jaNbK9PeHbFvuLa/vNxmwA1IMm1+xEFAACA+pecnFzdlaQQLPR6/YIF
+C5SuQnkWiyU2Nrb25zEYDDk5ObU/D2pv1apVt956qxBixowZc+bMUbocCCGEux+W2wSoFnpBAQAA
+gg9RCxq8GofFer3eYDDExcX5JYkDAMADURoAAACAgPPbb79V/WD3UmtxcXEGg0Gn09VZUQAAEKUB
+AAAACDxV6Uo734DG6oEAgHpDlAYAAAAg4FgsFp/jNKABAJRFlAYAAAAgsHi3pNGABgAIEERpAAAA
+AAKLzWYTNKABAAISURoAAACAwKLVanNycmhAAwAEIKI0AAAAAIGFEA0AELBUShcAAAAAAAAABAei
+NAAAAAAAAKBKiNIAAAAAAACAKiFKAwAAAAAAAKqEKA0AAAAAAACoEqI0AAAAAAAAoEqI0gAAAAAA
+AIAqIUoDAAAAAAAAqoQoDQAAAACA4GCz2ex2u9JVACGNKA0AAAAAgIBmt9tNJlNMTEx0dLTJZFK6
+HCCkEaUBAAAAABCgLBZLYmJiixYtEhMTrVarECIjI0PpooCQRpQGAAAAAECAysrK8mhDs9ls7kwN
+gCKI0gAAAAAACFBTpkzxHszKyqr/SgC4EaUBAAAAABCg9Hq9TqfzGDSbzUrUAkAIojQAAAAAqGdn
+bF+88khst4HPbXdWfFDZH5aFj4yK6XpJk0aNo9r3vOGeZz/acUquvyIROIxGo8eIzWYjTQOUQpQG
+AAAAAPVDPpW7av7fr+/Wc/jj/7HsL644GDu9dWHcNX9L+s/n1t8LzpQWnzy0a/1/n7t70PC070jT
+QtD48eO9B7Ozs+u/EgCCKA0AAAAA6sfpjZnzPznQOqZvx/BKj5NPrptx179P3vbqmp//KCg88Yc1
++4WEbhGScNl/fOHhuZvL6qlcBAydTmcwGDwGzWaz3W5Xohwg1BGlAQAAAEB9aNL/wbSnHx7/6ItT
+YiOkig8r27ZwwZFplnWvThrWu4O2afMO/cY8/dGal/4WJQm5bNfqNXsqmRWKhsq7Mc1utzPHE1AE
+URoAAAAA1KcmrdtEVhKlya3HLlxkvKxR+TFNt/smDG8mCSHCwjR1XB4CUXx8vPcgczwBRRClAQAA
+AEB9ksIbVTbDM7zD5Zd6R20Rl1zSTJIiYuJuuVRdh7UhQGm1Wu/NB8xms81mU6AaILQRpQEAAABA
+vZIkqZKuNJ9c+b/sON6ob9LLj/YiSQtRcXFx3oPM8QTqH1EaAAAAAAQ22Z4z/+0j494xzx7UTOla
+oJT4+HitVusxmJWVpUgxQCgjSgMAAACAAHZm3/IZt96VJa4b1LVxdZvZ0LB4z/G0Wq1Wq1WJWoDQ
+RZQGAAAAAIHo9K/LF0y/Z2C3XvH//vZo4XbTpCFX/i31q2Oy0nVBMd77eAoa04B6R5QGAAAAAIGo
+Uafr4hOffCF9zpS4Xlq1JGTnka+euyPR9LtL6cqgEL1er9PpPAZNJpMCpQAhjCgNAAAAAAKRulmb
+6J5Xxd6ZvMC89dd1qbGtVUK4jn7+4msbHUqXBsVMmTLFY8Rut7P5AFCfiNIAAAAAIMBp2g6d9d+M
+21qrhHDYvvt2P31pISs+Pt57MDs7u/4rAUIWURoAAAAABD6p7W2P3dNVLYTr5IlTRGkhS6fTGQwG
+j0GTyWS325UoBwhFRGkAAAAAEAwa6a/pGyYkddsObdRK1wIF+dx8gDmeQL0hSgMAAACAYCCXlZbK
+UljfG29oLSldCxQUHx+v1Wo9BtnHE6g3RGkAAAAAUL9kuSZPOrJm1U+ONvFTEy+nKS2kabVa7xXT
+LBaLzWZTohwg5BClAQAAAEB9ksscDlkI2VHm8BGpyQUb3nn2qWfSPyBwiT0AACAASURBVNl63Flu
+uHjXO5Omfd7S+Gb6nW3pSQt5cXFx3oPM8QTqh0bpAgAAAAAglMjH8/LsshCuQ/vyikRMlMejRz59
+9h//Wl0sSy+m9hxlfPC2wZc1Lzmwafnixd+2ePDjdc+Nak8/BER8fLxOp/NoQ8vIyEhKSlKoIiCE
+8F0YAAAAAOqDfPTLBVMm3jvshie/KJaFcB3734RBI++fNPWdLWV/HSS1GTfnlYk39e4YFVa0a9Vr
+s5IenzZnyY+OG+as37FuzqhONEPgLO85njabzWq1KlIMEFL4RgwAAAAA9UFqdWNyxo0XPayZfsIb
+X0yoh3oQ1MaPH5+enu4xmJWVpdfrFakHCB10pQEAAAAAEGT0er13amYymZSoBQgtRGkAAAAAAASf
+8ePHe4zY7XY2HwDqGlEaAAAAAADBx3u5NCFEVlZW/VcChBSiNAAAAAAAgo9Op/NO08xms91uV6Qe
+IEQQpQEAAAAAEJTi4uK8B5njCdQpojQAAAAAAIJSfHy8Vqv1GMzIyFCkGCBEEKUBAAAAABCUtFqt
+9xxPq9Vqs9mUKAcICURpAAAAAAAEK+99PAWbDwB1iSgNAAAAAIBgZTAYdDqdx6DJZFKgFCA0EKUB
+AAAAABDEjEajx4jNZrNYLAqUAoQAojQAAAAAAIIYczyB+kSUBgAAAABAENPpdHq93mPQbDbb7XZF
+6gEaNqI0AAAAAACC25QpUzxG7Ha72WxWpBigYSNKAwAAAAAguMXHx3sPZmdn138lQINHlAYAAAAA
+QHDTarXeaZrZbLbZbEqUAzRkRGkAAAAAAAQ9n5sPMMcT8DuiNAAAAAAAgl58fLxWq/UYZB9PwO+I
+0gAAAAAAaAiMRqPHiNVqtVqtStQCNFgapQsAAAAAgLpis9nS0tKUrgJCCJGbm+v+wzfffMOLUkeK
+i4u9BydPnjxixIj6LwZoqCRZlpWuAQAAAAD8TJIkpUsAgoPBYMjJyVG6CiBoMMETAAAAAAAAqBIm
+eAIAAABogOiyCRyFhYXJycl79uzp3LnznXfeedlll/Xs2VPpohqsQ4cO3X333R6DI0aMmD59ekVP
+8d6sAEAlmOAJAAAAAKgrVqs1NjbWbrcLJhLWl9jYWIvFUn5Eq9Xm5eURmQF+wQRPAAAAAECdSE9P
+j4mJcedoqDfjx4/3GLHb7WazWZFigIaHKA0AAAAA4Gd2uz0xMTE5OVnpQkJRfHy892BWVlb9VwI0
+SERpAAAAAAB/stlssbGxJpNJ6UJClFarNRqNHoMWi8VmsylQDdDgEKUBAAAAAPzGYrHExMRYrVal
+CwlpcXFx3oPM8QT8gigNAAAAAOAfaWlp5zcZgILi4+O9NxnIyMhQpBiggSFKAwAAAADUlt1uT0hI
+SE1NVboQnOU9x9Nms9EtCNQeURoAAAAAoFasVmtsbOxF5w/SrVafvPfxFGw+APiDJMuy0jUAAAAA
+AIKV2WxOTEysYkzGJ9D65L1onVarLSgoUKoeoGGgKw0AAAAAUEPJyckJCQm0mwUm78Y0u93O5gNA
+LdGVBgAAAACoNvfiaBaLpVrP4hNofbLb7S1atPAYjI+PX7ZsmSL1AA0DXWkAAAAAgOqxWq0xMTHV
+zdFQz7RabXx8vMeg2WymixCoDaI0AAAAAEA1mEym2NhYm82mdCG4OJ+bD5hMpnovBGg4mOAJAAAA
+AKiqxMTE2gQxfAKtfy1atPBoQ9Pr9Vu2bFGqHiDY0ZUGAAAAALg4u90eExNDQ1PQ8Z7jabVaaSoE
+aowoDQAAAABwEVarNTo62mq1Kl0Iqm3KlCnegxkZGfVfCdAwEKUBAAAAACqTnp4eExPjl7XqWfC+
+/un1ep1O5zFoNpuVqAVoCIjSAAAAAAC+2e32xMTE5ORkf52QvjZFGI1GjxGbzcYGrEDNEKUBAAAA
+AHywWq2xsbEsjtYA+NzHMysrq/4rARoAojQAAAAAgCez2RwbG0sTWcOg0+kMBoPHoNlsZr4tUANE
+aQAAAAAAT3a7XavVKl0F/Ma7Mc1ut7NiGlADRGkAAAAAAE9GozEvLy8nJ8e7mwnBKD4+3nswOzu7
+/isBgh1RGgAAAADAN4PBkJOTQ6DWAGi1Wu/NB8xms81mq+Mry6dyN+08IdfiBAU7Nu0p8l9BQC0R
+pQEAAAAAKuMO1PLy8ryzGASRuLg478G6neN5Zm/2zJt7X/3YqiOump/Edcg86ao+o1JW2Yr9VxlQ
+c0RpAAAAAICL0+l0mZmZ7kCNZdSCUXx8vPcLV3f7eJ7+9f2J11992/zcvjOeu7ur+vz4GdvX7y94
+5pF7Rg2Jubxzq8iIMLVaE95E2y76ysG3GqcvXL79mPPCE6kve+D5J3v+/OKYq4Y8+tEe4jQoTpLl
+WrRZAgAAAABCj91uz8jImD9/fmFhYbWeyFxRZSUnJ6enp3sMbtmyRa/X+/U6riNfzoof++L3ZTFJ
+H62YN6L9X0GacO54foD+mc1lQkgRrS+/6pp+PTq3aipO5e/8wfLd7gKHLKlb6B985b8L7708ovwZ
+HfmfPXnruIXbIoY888mnKTe0lPxaL1AddKUBAAAAAKpHq9WmpKTUIH+x2+11UQ+qyHsfT+H/xjS5
+wPL0yLg535/sOn7JyvkX5GjnSE2ufWrVr4cO7vx21YeZb7z66htZn36107Zp0V2XhglnwZbFxhGT
+s49c0Pej6TDq5VVZ93Wyr59968hnvrbTFATlEKUBAAAAAKrNYrF888031X3W1q1b66IYVJFer/cO
+QE0mkx8v4cwzGe+av6lI3W3iovS4dr5DB82Vtz90c4+oC0I2VfO+Exa9MaGrWgjZ8dt7z7xidVz4
+JFX7hIWLJkSrCze8OC5xic1jGihQb4jSAAAAAADVlpGR4T3Yp0+f+q8E1eLdmGa32/22+YBz31uT
+pq487FK1HJP27E1RFUzDVLW75hqdj2Y1ETl07C3t1UII2bFr9Zq9nmmZpB2Wkjb6EpXr0PLkSYvz
+CNOgDKI0AAAAAED12Gw27/BFp9Nt376d1dACXHx8vPdgdna2P84tH8uelfaF3SXU3cY/cXtbn0Ga
+qu2Njz0/N/HqMJ9n0Fza41J3xubcb9vvnZVJ7e5Ivj9aLVwFa9OeXX6caZ5QAlEaAAAAAKB60tLS
+vAdTUlKEEAaDIScnx73RZ32XhSrQ6XTeaZrJZPLDMnbO3LfnfXLYJYSm57h7BzTyfZDUcqDxibuv
+iqzg0UaNws8mcBqN2lcWFzHwnrHdNUK4Dn08753dNKZBAURpAAAAAIBqsNls3qtr6XS68tmZTqfL
+zMwkUAtMcXFx3oO1n+Pp2Ppu1sYSWQh11xEj+2hqdA7X8WMFLiGEEJoul3b1NQdUaPqNHN5RLYRc
+siHr3W0OX4cAdYooDQAAAABQDT5b0qZMmeI96A7UCgoKUlNTtVpt3ZeGKomPj/d+OWq9j6fjl+zl
+uQ4hhBQ54Pp+vudvXoxcsPHHXQ4hhBR2xfCbuvhOLML1gwY0kYQQjl9XLN9BXxrqHVEaAAAAAKCq
+fC5Rr9VqK+k+02q1KSkpeXl5qampUVFRdVsfqkCr1XrP8bRYLDabreYndR1c//UupxBCaLr37RVR
+o3MUb3ntlbVFspA0Xe977pG+FTW2Nb2iTzeNEEI4f/1q/UFXzeoFaowoDQAAAABQVRkZGd6LaiUl
+JV206cwdqCUlJdVZaagG7308RS0b00q3bdrukIUQUliX6E4+p2ZWSHacPrJ7/ZJpo27916YzIrLP
+A4s/e2106wq2/xRC3SW6i1oSQshlP2/eXlbzmoEaIUoDAAAAAFSJ3W5PT0/3GNRqtT5ndyKQGQwG
+nU7nMei9BF7VuQ7m7j7lEkIIKap1y/AqPadkxQNalSRJkiqsaZseQx/KPNIvMW3Jt79uMo2/onFl
+T2zcqlUzSQghXCd25x6scc1AzRClAQAAAACqpMYtaQhA3nM8bTab1Wqt2dmcf+zPdy9bpopsHlm1
+qEHVolv/a6+99tprB1zdt0fHSNexX9Z99M4rc/614JPtBZVO25Qim0e6e9ac+b/n16xgoMaI0gAA
+AAAAVeLdkiYq2HAAgc/nC5eRkVGzs7kKzm29KTWNbFbh3MwLhA1O+eL7H3744YcfN27ddaDgWO7/
+vXx7i92r/jNj7FW9bnr2yz8rjNOkZucu4Tp+rKBmBQM1RpQGAAAAALg4k8nk3ZJmNBppSQtSOp1O
+r9d7DHrvKVFFjqLCYtn9x7DwGm3fqWp+2d8eXfxl9tS+jYTjkOX52+9+bZfD96FSWLjGHaXJZwqL
+alQvUHNEaQAAAAAQgORTuZt2npBrcYKCHZv2+DFmSEtL8x5MSUnx3xVQ37w3H7Db7TVbMc1Rdm75
+fylMo6laV5oPknbIzLSxrVVCuOyWF+auKfR9mCbsfFrnKK3ptYAaIkoDAAAAgABzZm/2zJt7X/3Y
+qiOVrhhVOdch86Sr+oxKWWUrrn1FJpPJZrN5DBqNRu+l6xFEjEaj92B2dnYNTiWpzsULsstVi7et
+kKKGDrs2XBJCuI6s/XyD7/05XU7nXxeuxcWAmuA9BwAAAAAB5PSv70+8/urb5uf2nfHc3V3VVXpO
+2Y6Xh0apJFXU/ctLzg+qL3vg+Sd7/vzimKuGPPrRnlrGaT5b0lglLdhptVrvzQfMZrP3TN6LCmsU
+rjrbi1ZaWlaLbkohNW3Txr2pgPPob/t99lXK5y8hqRo1qsW1gJogSgMAAACAAOE68uXMYYMeWLz3
+sinZ32fPvKljldacKtn20oSU9Se90ouwTsOfXfHDssd0v75+z8CbU78+VtN8w2KxeLekGQwG75W2
+EHS853gKIWowx1PdXHt2U03ZUVarKE3IZaWlZ09Q0UTRstKz3WpSc23z2lwLqAGiNAAAAAAIBHKB
+5emRcXO+P9l1/JKV80e0r1pDmije/O8Jz/1QWEF2oekw6uVVWfd1sq+ffevIZ7621yjiYJW0Biw+
+Pt5744isrKzqnkfVum0rd8AgF54qqvB95tiQck3n20yHKnkjyscO5Lt3MFC16tK5qc9DigrPXkLV
+um3r6pYK1BJRGgAAAAAoz5lnMt41f1ORutvERelx7ar6Ue30T89PmLPxdGUJmap9wsJFE6LVhRte
+HJe4xOas5FBfLBaLxWLxGDQYDAaDoZpnQoDynuNptVq9+xArp+6k66yWhBDCdfzo8YoXS9PIxYe/
+Wvfj6YrPVLjx+21lQgihuuSGm6722ZjpLDhW4BJCCEnTWde5WnUCtUeUBgAAAABKc+57a9LUlYdd
+qpZj0p69Kaqq+x8Wfps2Yd62pn36dqq0hU3SDktJG32JynVoefKkxXnVC9NYJa3B8/lqZmRkVOsk
+krZX704qIYSQT+cfKKgo3JUaN2ksTvywfpvv7QSEKN3x5vxlR11CSOG9J04Z6XP2puvoH/kl7r61
+zr2vYIIn6htRGgAAAAAoSz6WPSvtC7tLqLuNf+L2tlUN0k5+9exD6TsuuW1B+l0dLvLRTmp3R/L9
+0WrhKlib9uzy41We5mmz2bxb0nQ6nXcfE4KXXq/33onVbDZX7yxhfa7r714tzbF3115HBUdJTZo0
+lpy2FW+89+MfXs2UJX989dJdt878plAWqkuGpGX+c0CEz5M49+XucwohhBTZ/7reVVpQEPAjojQA
+AAAAUJQz9+15nxx2CaHpOe7eAVXcj1C2fzFz4qu5rcctXDiuYxU+2EUMvGdsd40QrkMfz3tnd1Ub
+01glLUQYjUaPEZ8paqWaDRl+fRNJCOE8sHXbkQriWqlxk8aScOQueXBgl1btew++5e4JjyY/MXXK
+5PG3xfbp3C32yWV5ZaqW/R9abFk5/Wqf66QJ4Tq0bdshpxBCajpo+OBm1akR8AeiNAAAAABQkmPr
+u1kbS2Qh1F1HjOyjqdJz5ONrpj/8xt72972WfnsV11XT9Bs5vKNaCLlkQ9a72ypqGirPZrN57+So
+0+m8YxcEO5/7eFZz8wGpzS1jYyMlIUTZ5q++O1XBQZeMfuHDt+bOmHzvrTf0blVi+/Gz/y5+LT39
+1beX5uwq7nhd/MSURat37PtxUeKVkRV2Z5781rK5TAghRd5456jWVW3iBPymat+mAQAAAAB1wvFL
+9vJchxBCihxwfb8qTVaTj658ctLbv3dOzH5pTGtJVLHFLFw/aECTV347JTt+XbF8R2pM34ttEUpL
+WujQ6XR6vd5qtZYfNJvNmZmZVT+J1Pa2SXfM/OydfNfJdeZ1J+9I8LWKmbrtVfETrqrF/GDZvtac
+UygLoe4wdlJCG5I01D+60gAAAABAOa6D67/e5RRCCE33vr18Lw11Ifnwp0mPLMm/dOIb/x7ZsjpB
+QtMr+nTTCCGE89ev1h+seI9FIYQQdrvduyVNq9WySlpD5b35gM/3QKWaj5j+1OBmknAdW5X56cEq
+L8lXHa4/lmZ+XuASUrPBT00fHlkXlwAugigNAAAAAJRTum3TdocshJDCukRXvhGnEEIIV/7/Hn/s
+w8PdH3lzzrAW1evIUXeJ7qKWhBBy2c+bt1e0g+JZPjdwTEpK0mq11boogoXPkDQ7O7taJ1H3mJwx
+/Zqmknxi9bwFP5z2U2nlFH23YP7aU7LU9NqnMyZ1v/j9AtQBojQAAAAAUIzrYO7uUy4hhJCiWrcM
+v+jh+99/NGnp8Z5TFv0rtnm1p7Y1btWqmSSEEK4Tu3MPVnKg3W5PT0/3GNRqtd6NS2gwtFqt9yp4
+ZrPZZrNV5zSN9NOXzLu5tVS289XH5m70c5hW9NOLj7+e65DajHp5yVP9qrhDB+BvRGkAAAAAoBjn
+H/vz3WudqSKbR17kA5rTlvnI1OwTV059K3VITfYtlCKbn13L3Zn/e34lB2ZkZNjtdo9BWtIavLi4
+OO9Bs9l80SeazebExMSzX4RdPumDT2YOjCrZPOeuR80Xm0lcdc78T/9x91xraYvBKcvef6h7lZYV
+BOoCURoAAAAAKMZVcKzAnTVITSObVdpn5tz71qRpnxXFTFs8a2DTGl1ManbuEq7jxwoqOdC7JU1U
+sMkjGpL4+HjvtLSSfTytVmtycnKLFi0SEhIsFsv5canFkLTP18wb1e53033DJn64p7j2pZ3Jff+h
+Yfe/e6BjXMbaz2ZdH8VuA1AQURoAAAAAKMZRVFh8dnX2sPDK+mwcu16b+PTakv7/fOvp/o1reDEp
+LFzjjiDkM4VFFR1lMpm8W9KMRqNOp6vhdRE8vOd4Wq1Wj509bTZbenp6dHR0TExMenq6+93i8faQ
+ogZMNf+0evbQwvfuu2bQU2uP12IPAvnI58nXD3jgw+Jhc9b+uPTRqyLJ0aAsojQAAAAAUIyj7Nzy
+/1KYRlNhRFC6I2PiMxbHwFmLp8VUZZfPCmjCzqd1jtKKDkpLS/MeTElJqfllETx89h66G9PcG3om
+JCRER0cnJyd7rKHmY/Kvpt2Nz6zc+uM792v37jhei3merqO/7Gv94LsbrMum3dCGnQagPI3SBQAA
+AABA6JJU5/obZJerorShZNtLE1K/kYbMf2vqlRfdmaAyLqfzrwv7PMJkMnkvM09LWujQ6/U6nc7j
+PfDBBx/Y7Xaz2ezdrlj+ib6Gpah+Dyxcd5/LVYs+HvXlyZ/+n5oMDQGDrjQAAAAAUExE6zZR7o9l
+8umi076ztNKcjJd/LHSd/Gpqr3DJB03PGT+VCSGEfPK9uAhJkiRJ3fGRL73bzuSiwtPueXYqbdvW
+Pq9FSxq892n9888/fU77LS8qKqriB1WqWmUPKnI0BBS60gAAAABAMarWbVupxGGXEHLhqSLf60mp
+2vUffduJkxUuNiUX5lrWbj/uElJYl4G3XtNeJYTqkpg23uGFXFR49hKq1r6iNIvF4t2SZjAYaEkL
+Kf3796/BsyroSgMaIKI0AAAAAFCMupOus1r6xSEL1/GjFawnpdFPfufjyRWfw7lr7vVXzvjJJUTj
+G6b/990xjSo88Nx2oZKms66z9+O0pIUy9xTOrKys8ntxAvBGlAYAAAAAipG0vXp3Uq3e6xTy6fwD
+BbJoV3e7E7qO/pFfIgshhKpz7yuaezxqsVi8MxSDwWAwGOqsIgQEs9mcnZ1d+VJoF8X7BKGDKA0A
+AAAAlBPW57r+kdJeuywce3ftdYh2YRd/Tg059+XucwohhBTZ/7rentfx2ZLmvWwWGgyr1ZqVlWU2
+m71n9QKoBFEaAAAAACio2ZDh1zf56LMi2Xlg67Yj8qAOddWW5jq0bdshpxBCajpo+OBmFzxms9m8
+W9J0Ol18fHwdVQOl2Gw290ROq9Xqr3OyUBpCClEaAAAAAChIanPL2NjIz1eelMs2f/Xdqcl3eM68
+9JeT31o2lwkhpMgb7xzV+sLAjlXSQoTVao2JifH7abVard/PCQSsWm1ICwAAAACoJantbZPuaK8S
+Qj65zrzuZPVPoL58+o+lsizLrhMV7zkg29eacwplIdQdxk5KaFM+SbPZbCaTyeN4nU5nNBqrXwwC
+ml6vz8zM9Ptp2eMVIYUoDQAAAACU1XzE9KcGN5OE69iqzE8PynVxCdcfSzM/L3AJqdngp6YPj7zg
+MVrSQorRaPR7mkaUhpBClAYAAAAAClP3mJwx/Zqmknxi9bwFP5z2/wWKvlswf+0pWWp67dMZk7qr
+yz1CS1oIMhqNW7Zs8eOszK5du/rrVEDgI0oDAAAAAMU10k9fMu/m1lLZzlcfm7vRz2Fa0U8vPv56
+rkNqM+rlJU/1u3AKaEZGhvcTyNEaPL1en5OT4680ja40hBRJluukexgAAAAAUC1ywfqUW8Y8/0NR
+tPGj9Yvj2/un88GZ/+nfh9y1xBY5KGXFylnXR5VfJc1ut0dHR9vt9vJP0Gq1eXl5LCQfCqxWa2xs
+rMcboAa2bNnCJp4IHXSlAQAAAEBAkFoMSft8zbxR7X433Tds4od7imt/yjO57z807P53D3SMy1j7
+mUeOJoTIyMjwjlGSkpLI0UKEv3rTyNEQUuhKAwAAAIBA4jj05Yt/f/Bfa070Tv5o7b+HXSJd/Ck+
+yUc+nzr87oW7Wo5OzVz0xA1t1B6P05IGN5vNlpCQYLVaa3wGggWEFLrSAAAAACCQaNrd+MzKrT++
+c792747jrpqfx3X0l32tH3x3g3XZNO8cTQhhNpu9W9Li4+PJ0UKNTqfLycmpcWeZwWDwazlAoKMr
+DQAAAAACk8vlUqlq3v/gcjpVah8Z2lnR0dE2m81jMC8vjyXkQ5Pdbo+Nja1Bb5rBYMjJyamLkoDA
+RFcaAAAAAASm2uRoQojKcjSTyeSdoxmNRnK0kKXVamvWm0ZXGkINURoAAAAAhJy0tDTvwZSUlPqv
+BIHDnabFx8crXQgQ0IjSAAAAACC0mM1m75a0+Ph4WtKg1WqXLVtmNBqr/pR+/frVWTlAICJKAwAA
+AIDQkpGR4T04ZcqU+q8EgSkzM7PqaRr7VCDUEKUBAAAAQAixWCwWi8Vj0GAwsOIVyqt6mkYzI0IN
+O3gCAAAAQAiJjY31jtJycnKI0uAtOTk5PT298mNIFRBqiNIAAAAAIFRYrdaYmBiPQZ1Ol5eXp0g9
+CHwmkykxMbGiR7VabUFBQX3WAyiOCZ4AAAAAECp8rpLGxp2ohNFozMzMrOhRvV5fn8UAgYAoDQAA
+AABCgs1mM5lMHoM6na5a2zUiBFWepgGhhigNAAAAAEJCWlqa9yAtaaiKitI0lthDCCJKAwAAAICG
+z263e7ekabVaWtJQRUajccuWLVqtVulCAIURpQEAAABAw+dzlbSkpKT6rwTBS6/X5+TklE/Thg4d
+qmA9gCKI0gAAAACggbPb7enp6R6DWq12ypQpitSD4OWdpgGhRqN0AQAAAACAupWRkWG32z0Gk5KS
+CERQA+40LTY21m63s4Onf8XGxvrlPOPHj2fudt0hSkOomD179h9//KF0FfjLqVOndu7cKYRo06aN
+TqdTuhz8ZejQoffcc4/SVdTK22+//dNPPyldBf5SWlpqtVqFEFqttkePHkqXg780btzYu0sluKxe
+vXrZsmVKV4G/cL8HrHfffdd7MLha0rjfA83IkSPNZnNsbGyzZs169eqldDkNhMVi8ct5gmI7iEUr
+tm3e9acfT7h//+9CiM6du/jlbC7Zde+wXkP1nbwfIkpDqFi6dOn27duVrgIIAmq1OtijtC+//PKD
+Dz5Qugr45q9fEOEXUVFRwR6lWa3WRYsWKV0FfON+D3BGozG4WtK43wOTOz3/5ptvlC4EwWfzrj+H
+xnTq0bmFX84298W5TYWYPmO6X85WWFj4n/99tWt/O6I0hLSWLVsqXQIQHNq2bat0CbWVn5+vdAlA
+cDhx4oTSJdRWSUmJ0iUAwSolJUXpEqqH+x2hICcnpzZPt1qtycnJ/iqmHvTo3OLqHn749JGYmNhU
+iMzMzNqfSghht9tjx40YeleFqRxRGkJOLb83wV+2b9/++OOPCyHi4uLYOioQBN3P3apYsGAB63cE
+gj///HPcuHFCiOuuu27OnDlKlwMhhEhOTnb3ETQY3O8Bgvs9APlcesloNAbvChvc74HD/e668sor
+Fy5cqHQtDURQTMwMNImJicK/OVpsrF6vr2TaMlEaQg7fmwKERnP2+0+HDh14UVBH9Ho9765A8Pvv
+v7v/0LJlS16RABFcs7qqgvs9QHC/B4uga0krj/s90ERFRfGKQCl1lKNlZmYuWrGtosNUfrkYAAAA
+ACDQmM1m70GDwRC8LWkAcF7d5WiVH0mUBgAAAAANU0ZGhvdgULekAYCbUjmaIEoDAAAAgAbJYrF4
+76NqMBiYiwcg2CmYowmiNAAAAABokNLS0rwHaUkDEOyUzdEEURoAAAAANDw2m827JU2n09GSBiCo
+KZ6jCaI0AAAAAGh4aEkD0PAEQo4miNIAAAAAoIGx2Wwmk8ljUKfTGY1GBaoBAH8IkBxNEKUBAAAA
+QANDSxqABiZwcjRBlAYAAAAADYnPlrSIiAha0gAEqYDK0QRRC28U4QAAIABJREFUGgAAAAA0JFlZ
+Wd6D7dq1q/9KAKD2Ai1HE0RpAAAAANBg2O329PR07/FOnTrVfzEAUEsBmKMJojQAAAAAaDAyMjLs
+drv3uEajqf9iAKA2AjNHE0RpAAAAANAwVNSSBgBBJ2BzNEGUBgAAAAANg9ls9tmSBgBBxG63B3KO
+JojSAAAAAKBhSEtLU7oEAKgVd+wlAjhHE0RpAAAAANAAmEwmm83mMWg0GhUoBQBqxO+xV13kaIIo
+DQAAAAAaAJ8taSkpKfVfCQDUQLDkaIIoDQAuzrE7866eLVr0GLt4l0PpWgDULe53IHQ0rPvdbDZ7
+t6QZDAadTqdANUAAali3fMMTRDmaIEoDgIty7V/5zrJddvvu7MXZ+5xKVwOgLnG/A6Gjgd3vGRkZ
+3oO0pAHnNbBbvoEJrhxNEKUBwEWpOt+SGHdZZLPoWxJHR6uVrsZTkfWLb/+Ula4CaCi434HQ0ZDu
+d4vFYrFYPAYNBoPBYPBrVUAQa0i3fAMTdDmaIEoDgIvT9Hjwo90nT+1b9vAVYUrX4kE+9HHac18e
+dildB9BgcL8DoaMB3e+skgZcXAO65RuSwsLCoMvRBFEaAASz0z8smL/mZKj+DywgtHC/A6Gjeve7
+z5Y0vV5PSxoQJEL3R7zT5UxOSg66HE3UIEqLjY2V0HB5/xgGEKjkgpyZEzN2sGwqEAK434HQUe37
+PSsry3twypQpfqwJQJ0J6R/x+/btu+yyywI2R3M4KnxZ6EoDgGDkOrp+dsLYhT+XhOL/vwJCDPc7
+EDqqfb/bbDaTyeQxqNPpjEajfysDUAd83PIq7QMrShQsqV41btx4+ozpfjlVXSy4tnnT5ooe1dT4
+vDQMNyQ2m81782xUievErjXvvvGfN97ff9v/bZitd+1f99rs599cvuGAo01M3NSXXn5kgFZSusaQ
+cyb30xee+fdHGw4Vnyk49OfJUlkIVesJnx146+Zwxy/vz8xYlrNi+cZDZbJoNPzN31ZPbCsJ4fpt
+xfNz3lv92fLv9xfLImJ01sHlD2jPnc91Mnfte2++8eZ7v9z4yS8LBofJJ76e99ATC7I3HSqVhRBS
+o66GexKnzHomzr2AqWP7u0+//Pb/Pvj6gKtN/7FPL3xrynVNhRDyqV+WvvzvRcu++fXo6UL7KdUl
+l+pjb588/YnbezU7/xap6tupeMP80bc/s25/iSyEKLOm9NWkCCGkqPuzDy8Z3ah+/7VDCvd7AOJ+
+Rx3hfg9A3O++sEoaGqxQveWLi0vDQubne6eOnfxynjrauGDoXRXHfHI1nU/QqvtEBLLU1FT3y5qT
+k6N0LXWlLt66m03T7h/aNUISQgjN/7d3n4FNVX0cx89N2tKWFfaWMuURhACKjwqSOgCZrQj44CBV
+FHBAi4o4sI34IIha6nxwJcUNKpUlCJog4GJFBAUUGlCxzAYodCb3eRFmk7ZpmzQ3yffzBnpyc++/
+TU/u7S/nntNtxuacb2de3zy6bot27ZvVVktCCFXjhMy/HD48YihZt26d6xWZNGmSL/dbsnv+zc1b
+Dn7hh8PFsiw7jv/26dR/N1CpmoxfWXhum4LvH700QghRa8D8HOcFzy388bEuEUKI6GGZua6W0z8b
+Jw3oXF8tCSGEOi55XdHZbR0HPr3jErUQQooe/p69dBXFW5++PLbHEz+eOvO18+CKB7vFqur++/Gv
+DxTJsuPEbx8kXRolCVXjwW/tdciyLOdV6tfJUVSQn39i1cTWaiEius/YlJefn59fUFBUnd82s9ns
+ekXS0tKqsRtFONffffieRn+vjn379rlekSFDhvhyv/T3agiZKzp/XMPQ36uD/l6T/T07O9v977u4
+uLhSm7nadTpdZX7iSuSvv1kc9p0rXkke1rWJdsbWYlku3L/mpfHxlzatU7th+75Jr/6Y66x4F+HL
+9Yr07dvXx/sN4y5fzZ9ccF3ST5i7etOunGruJDc3V6vV6vV6n5R04Q7nL/l5/pKfPW7DDZ5A1XW5
+NTXzG/Osa6MkIeRTm+febfjrtsXZRw7s3XPAtvLByyIl55FlL729PTzvew+UUyufe3pNzJgnJl/V
+OEIIoarXZeTczzKGN7rozS6q0786eFoBO7Jdp7iL26M7Jjy39OcNhiujSg8+ULVIfOaRfrGSkEv2
+7t5b6kV27jebDw18dMqVsa6vi9bPeuCN7acj+947Nb5FpBCqul3+M3fG4DqS88jqNz/Z7RBCxFbq
+10kVWSs6OjoqQhJCSKqIqOjo6OjoWrUieU/3H/q7AtHf4Sf0dwWiv3uUkZHh3sitnZWyNfOxu67v
+oR3y0LylO3JLhPPoumdv7jM0dbmtWJILcveuN04ekvTe32G5sGJAhXOXr/IPLTz5aTxahTvkMgyo
+upjasZKq1WVdNJIQcm5ed8PiN+79d/MoIYSq8fXJ91wZKYRj18Ytx5ncpgbt2bTlaMnhHTsuWEta
+1XJUyu1tL3y3k9Rqtcf7ciSpVLMUq6kfFd3p6t6N3bdXxd0+aWhDlSj57YPM7wsufKTklwUL9g+7
+b0TTM0+ST+zedcAhJCkiIuLsfqT63Xq0UwvhOLD/gEMIIfHrpHC8QApEf4ef8AIpEP3dnd1ud58l
+TaPRsOBApRCdKxNdHt4IVI4miNKAapOiY6IlIVSt+9+srXv+vVnVqlOHWEnITvsx3ihrUmztWEnO
+W/NY4uSPfj159icffbU+5YZWVX+/k2Lr1PZwnpYaDpt4Wxu1cNg+nP+l/fzLXLDhnQ+Kbrv3hjrn
+Nmw0NOXx0TePfmLKzfXPP9v1myMKCy+YV5RfJ4XjBVIW+jv8iRdIWejv7jIyMux2e6nG5ORkjUbj
+cXt4RPChTHR5VCiAOZogSgOqT6Xy2I+kmNgYSQi5sJAl12pSu+Gjr64jOe2bXru9Z+er9XOW/Hbc
+KURkj9tGd6v6MitSRITnj7xi+t2X1C1Sch75Yv7CA2c/NDu+8u3FTfV39468YAfNBqR+suLjGTc0
+kYQoOrTl0+cn3dx70NztJUIIWb7wF4RfJ4XjBVIU+jv8ihdIUejvpdjt9nnz5pVqZEhaVRF8KA5d
+HuULbI4miNKA6is9fvj8A0IIIWTeJmuUuvNDHy6c1q9ZhCQX5fyYOT2he/te/5m9al91V5Qu41WO
+6JY04bpYST5lfjNzp0MIIeR/Pn/7mx733NHJw8wNp/aseOGefl37PfyVdNNzK1dM7xHptgm/TgrH
+C6Qo9Hf4FS+QotDfS8nKynIfkpaQkMCQtKoh+FAaujzKEfAcTRClAQg56lY3zzZv//6dlAHtYiUh
+lxz7+eMnBvceMPM7v3ycqGozZsKwRiq5yPruW98VCOHY8+G7224YP7JFqfOn88i650d076H/ovEj
+q6zmNx+9RdvUbdpTAJVFfwfCB/39IgaDwb0xNTW1Jo4digg+lIcuD8+UkKMJojQAIUnd+Iqkl1bt
+3G15dfyVjdWS7Dy6znDnDMvps4+Xeb10RiXO0FLDoRNuu0QtHNkfvrnSXmQ1Zh665d5B9S/eKO+7
+1EGDp69QJ328fPaI9jGV+VYAVID+DoQP+ruLyWSy2WylGvV6fVxcXI3VANQAujxKUUiOJojSAIQY
+m+m59/88M8VBVKvrHnhrw9bPJ3SNlmTHviVZm4rPbBUVE62ShJCLioo8nWJlp8Ph/ak3pu99d3eP
+lJyHs/6X+dFbH0fdMf6aixexdu7PnPHiljxVq8Gj+9XjcyvAZ+jvQPigv1+IIWkIeXR5uFNOjiaI
+0gCEmMKDK42fZZ9fNltEth4+x5CgkYRwOM41qxs00khCOLJ3771gbfP837KWuaYNzT+dX4lPsSK6
+6u/TxUryqdVPPvhp+3vGXVZqToWSP37dVSgL+eShwxcssC0XF5fIQsglxSVVHaauVquFEHJRUTG3
+HSAs0d+B8EF/PycrK8t9SJpOp2NIGkJJOHd564uT038pqeA54UdROZogSgOqTS4sLJKFEA6H4+IH
+nA6nEEIuKvT4IQn8pmDDnGnv77vw9BNVu06UpGqku0F7dsWfyMt6dqslCcefH6Y++1X2KYfjZLb5
+9fsGTLBENlMJIUp+2/Dd4aLT9hNFrs3losJCWQi5uIwXU9V6zIThjVWyMz/q+vGj25R+Y1U3bdFU
+LYQzNyvt0c/3FghRdHDTR0+MGDl3e4kQcv7ffx3O37Mw7Y1NJZX8dVJpGmpUQjj2/bTxH6cQpznv
++h/9XWno7/Af+rvS0N/PyMjIcC+VIWkIOeHb5e/cNeDOaqxTGpKUlqMJojSgupwHf/vtqCyEI+f3
+P05c8J7sPPTHnuOyEI6/du3OC1x5YcmZs3hC/2EzPt+RWyyEKDqw5plnFh1vf/srs4Zrzg7FlpqP
+fGBMG7XkPLp25sAO9aKjNR2Hvxk17aMXBzZRCSGcOR+PuyJ+0pubjjmFEEI+9ttvOU4h5KO7dh5y
+ejqk1GDIxP/EqdWtRt87rJHbeG/1v8bc3a++JOT8X+bf2qmhpkGDSwZlnE4y/je+liREkSW5S6vh
+K7uP6BVRyV8ndae+17ZQC/nUmil9el57xeWcd/2O/q489Hf4C/1deejvQgiLxWKxWEoVotPpdDpd
+FX+sEILoXJnCtssveWVoY+4fvYACczQhhJAr6dzbdGWfCCVLS0tzvaxmsznQtfiLH351S3Z9+vSk
+EZdrXIm0pG7U85aJ04xbTudu+N+0CcO71j/b3uSKUQ8+t3y/w3dHDgnbtm1zvSKTJk3y3V5Lds7u
+c3Y5aklVS9OyzSUd+yQ+atp8zO3nf2rHhymDLmtWJ6ZeK+2wqaatdqfsPPzOYE2bvuNmfrQxp9C1
+vz8+N9x/i7ahynU+U9XvOmzCjEW7SjwcefuzfbRPbCryXJfjoHnOmCta1YmKbtD+6rHPrrAVyLIz
+Z+mDvRrXadx1RNrKv4qr9OvkPPLtnFt7NKtdt4U28emlewuq9bMzm82uH1xaWlq1dqQAfnhPo79X
+i91ud70iQ4YM8d1e6e/VEjJXdPR3paG/+7W/e4zMKvzld22m0+m8+mErmL/+ZnHsf0VXSxJCajDq
+46POC9r/fO36aEkIqcGYhbm+PGAocb0il19+uW93G85dvpo/uuC6pJ8wd/WmXTnlbJCbm6vVavV6
+va+OWKkdzl/y8/wlP3t8iCgNskyUhkDwT5SGqguu8275wuE9Lbj4509rVEvInBbp70pDf/ef7Oxs
+9xwtLi6uwicSpZWN6Ly6/BSlocqC65K+/CgtsDmaXG6Uxq0BCAVJSUn9+/fX6/WBLgQAAADwCxbu
+9AN155GG10caXnd/ZMKcaybM+V/NVwRACKHY+zrPYq40hAKbzZaUlNSuXTuTyRToWgAAAAAfs9ls
+7he6cXFxfJYMIPQoPEcTRGkIJQRqAAAACEkMSQMQJpSfowmiNIQeAjUAAACEErvd7n5lq9FoGJIG
+IMQERY4mFBWlOew7V7ySPLxb0389+n1xoItBsCNQAwAAQGjIyMhwb0xOTq75SgDAf4IlRxNKidKK
+dix4cEiPDt2GTs5YuuNYSaDLQcggUAMAAEBQs9vt8+bNK9Wo0WimTJkSkHoAwB+CKEcTSonSojre
++vySrT/MvqaWVI29nLKu2XBI9llRCBmuQO2HH34IdCEAAABA5WRkZNjt9lKNycnJGo0mIPUAgM8F
+V44mlBKliVqxserItr16NK56lCbnLDLM/Oag04dVIaQUFBS4/sMINQAAAAQL9yFpQohx48bVfCUA
+4A9Bl6MJxURpQgghpOjo6CpHaad/SH9h1QnGpKFi3PIJKJ/NZgt0CQAABJ7JZHIfkqbX6+Pi4gJR
+DgCcZzAY3N+gKisvLy/ocjShrChNqNRVLEfONT95X8avTLIGLzGHGqBw7dq1S0pKIlADwgGnY6Ac
+BoPBvTE1NbXmK/EJTu5AKElLS2vXrl11AjWH05GSnBJ0OZoQIsKve68RziPrZt466uXthXJkoEsJ
+GXq9/vTp04GuohJ27NhRhWe5AjWDwZCamspS4oDSmEwmk8mk1+tTU1P57B0IYZyOgbKYTCb34Cmo
+h6RxcgdCjN1uT0tLmzdvXnJy8pQpUyo7h+PevXs7duxofPclXxXj2xytpKQkIsJzaBYMUVr+7s9n
+PfX8wo05Bfm5OYdOFMlCqJqMX/HXWwOjRMHGF4aNfOrrPwtlIUSxNbV7RKoQQqp/5xcHFwyrFejK
+g1ZWVtbx48cDXUUNsdlsmZmZWq1Wq9UGuhYApXHNDYQJAjXAXUZGhntjCCzcyckdCDFVDtRiYmIe
+m/qYr2rw+Y2iWzZv6XNVH4+PKuoGT08cv785sv9DW67K2PC7bV9O7uFfP5367wbnq47uPWXZbvvx
+VRNbq4WI6D5jU15+fn5+/sF3hpCjwQs6nc5sNpvNZnI0QMlMJhO3fALhgBkYgHMsFovVai3VqNPp
+QuaqlZM7EGJcgVqlbvls3aq1rw7tjwnX2lzSpqwNlD4q7dTK555eEzPWPPmqxhFCCFW9LiPnfnZ6
+r/bRsxuoImtFR6qiIiQhhKSKiIqOjlYHrtxQYbVanc5gWgx17NixP/74Y6WeotPpUlNTdTqdfyoC
+4Ht8iA2ECUaoASLkZkkrCyd3IMRU85bPqh3RHznalClTihq1KGsbhUdpJXs2bTlacnjHjoPOa1uf
+GYumajkq5fZXPwhsYSEu6E5jMTEx3m9MiAYENa65gTDhCtRSUlJq7FocUA6LxWKxWEo16nS6UL2C
+dZ3cuUoHQkaNBWr+y9H0ev2bS7eVtZnCb/BUxdaOleS8NY8lTv7o15Pymdboq/UpN7RSeOlQLLPZ
+zBkaCHbcFQKEiSrcLQKEgDAZklaKxWKJj4+Pj493jxEBBCN/n8T9mqOVv6XC8yhVu+Gjr64jOe2b
+Xru9Z+er9XOW/HbcKURkj9tGd1P4gDooSijNKwHgHAI1IEwQqCGsWK1W9yxJq9WGyYfBBGpAiPHT
+STyAOZpQfJQm1J0f+nDhtH7NIiS5KOfHzOkJ3dv3+s/sVfsKA10YgsW5hQW4MQQIVQRqQJggUEOY
+CNWFOyuFQA0IMb49iQc2RxOKnytNCKFudfNs8/ZbF8x6cub81dmnS479/PETg1d/mbZkyVPX1JcC
+XR0UjNkWED4sFsvatWuruZPs7Oxze3P9p3///tXcZ026cA61QNcCwI9KTb8S6HIAH7PZbO4r2MbF
+xYXnEhyuOeO4qkdYmTNnTnWevnfvXtd/1q9fX81d+YNPTuIBz9FEMERpQgihbnxF0kurbn/427fS
+HkkzbjriOLrOcOeMvr+8HB8b6NKgRJxuEW7Wrl2blpbmq715nOo4WLgCNW7oRtD55ZdfunfvHpBD
+S1JQfjJ57lqc/o4Q43GWtCZNmowePVoIMX369F69egkhXF+6K2eDHTt2jB49evLkyX379hVC6PX6
+06dPu+/h3Ab333//kSNH3DcYP378gAEDvNngkUce2b9/fznfrJfOBWosN4RgdOTIkfvvv9/77Rct
+WuST465Zs2bNmjU+2ZXPuU7iWVlZPW+p9EfgSsjRhOKjNKfNNGf9DY/d0UYlhIhqdd0Db20YMWzy
+oDHzdxTsW5K16cX46yIDXSIUhRANgOtS22q1BroQAH6n0Wjq168f6CoAn/E4JE0IsXHjxo0bNwoh
+xo0b52op64/tcjY4fPjwokWLEhISXF9mZWUdP37cfQ/nNli+fLnHICw+Pt7LDb766qtffvnFY51V
+YLFYiNIQjE6fPu2rdCxkxMXFpaam6vX6iS9ULuxTSI4mFB+lyYUHVxo/Gz02ucPZSd0iWw+fY0j4
+ZNTHJxwO57nt1Gq1EEIuKiqWPe4HoY8QDeFs3LhxVbgZ0263//zzz+e+zM7OzszMFELodLqAd6Wq
+DbI79z7g8SN9QMliYmJ69+5dk0fcvXv3yZMnhRA1fFx3mzdvrsKzzl2FGwyGL774wudVAQHhOhHD
+nesU79th+IAyLVy4sDpP37Fjh+tKeNSoUaNGjfJRUZ6VNTy2HOdO31U4nHJyNKGwKK2osOiCf84o
+2DBn2vuJn9zV9lypUbXrREmqRrobtGebVJqGGpUQJft+2viPs1ebAuuL080DXkq5XFHfHfzIaDTy
+IRXCWVxcXNW6wLlPnoUQFovlXJQW8OnGKnuhTJiOYNexY8dNmzbV5BHPTeZdw8d1V9k7TKtzFQ4o
+XI8ePXQ63YXTLNSrV2/t2rX16tVzfdm8eXPXf/bs2eNxDx436NChgxDiqquu+vDDD5s2bepqtFqt
+TqfTfQ/nNli3bl1JSYn7Bo0bN/ZygxUrVhQVXfiX3ZlKKuXCU3z1Z4YFal7Lli3L6rAetW/fvjqH
+a9KkiStK69q1q7+jtEqp5ulbUTmaUFSUJh/ZufOQUwhxeOfOw3L/lmcvq5w5iyf0H/b7Sy9MHda1
+QWTRgTXPPLPoePvbM2cN15zdRN2p77Ut1Nb9p9ZM6dNzQau8E70yzFMV9K3B38jRgLDlWmeANwEg
+HBCiIeQlJCQkJCRYLBaDweAK1KZOnepxQsAK/9h23yAmJubCxgpPnZdcckk1N2jdunX5G5SPz8kQ
+GiIiIqqZjgW76p++lZajCSFUFW9SA5x/r3z+oVGDH1+TLwsh53897cah9z76zqaz02DKBftWPjvy
+8sZ1G7S6pFP/J3f2zdjwk2l0G/X5HUTHG96fdWuPZrFRkqrZkIwlrwxtHJRT6AIAvKXX67OzsxmU
+CoSDuLg4o9GYnZ1NjoZwoNPpzGaz2WzW6/XhuUztuZ8AORoQ1Hxy+lZgjiaUMipN1WrQtFcGTXvF
+/ZFLH/ux6DEv9iA16jdtkXWazysDACgOI9GA8MFINIQtJUxdWvMYiQaEBl+dvpWZowmljEoDwlPx
+35aX7x/cs23D2Fox9Vt0uW7s0wt/PcnSGQh7dru9rIeCeSTa6T9WvDBpWJ/ObeM6durYLq7zlUMn
+zl3+x+mKnwiEqRAYiZZvW/PK/fEdrp75i6PMbeS8XVmz7r6pR5sGsbVi6jfvfM3IqW98+3dRmdsD
+oYqRaEBo8OHpW7E5miBKAwLm9M8vj7jyxuQ3vrTuz80vKjiRs2vdRzP/c+0Aw3ekaQhzVqvVvTGY
+QzQhnP8sm9y3d+JrOf3nfL0z+4/f/8je+c3c6/5+ObHXNQ8t+8fDpM9AWAv+EE0+uXv5C/dc06HL
+gMlvWP4sKPO87sxZNrnvlbc8aVyz7S97flHBiYO/f/95+gPX97xxhvkIVwMIF0EdolUtDfcmZweC
+jm9P30rO0QRRGhAY8omvp9/2/IlbXl21/e/cvON/W7+YldghWhJO+4+zJszZUhzo+gAFCe4QTQgh
+nPveueeu17bHPbroo0fi28RIQggR3Vo37f35d9Xf/vq4+zL/IkwDXII/RBNCiNObjC989leTnt1b
+RZW7ndP2tv7O13fV73fvzNffW7w06730lCGdaktCdhxeN+vWO97cy9/YCHVBHaKJqqTh3ubsQHDx
++elb4TmaIEoDAqJ428vph6dZvn514k1dW2pq12vZY/jjC1e9eGN9ScjFu1au+oOLZ0CEQogmhBDC
+sfOD+WtyVR2GJGijL3qgvm5Iv9py7uoPljIwDQiNEM0l9oq7DY9PGPfg7Cnx0eWsg1W4Pn3urhv+
+t2nn2jefmnRHwtARdyS/tHST+b+6hiohnMfWzHrp24KaKxqoWcEeoglRlTTc25wdCB7+OH0rP0cT
+Sll2AAgzcpNRL7/ZuX2tC9siOtwxfsD0NYtOishIOibCXUgtLODY94fNIZwn7ccdpU67EbXrxEhy
+Qf5p/lxGOAvdhQVimzStK4n8Mh4t3rhk+8A3F4/vWvuCRqnelY+9m/bV5VMspxz/bFj/hyO+m7qM
+5wNBKmQWFjibhmfee64Xj7j97v/MHjHoKcsxVxo+7tX4iz5Ei73ibsMVQgi7evWCu5aU9eYABA2j
+0ejz03dQ5GiCUWlAQES1vLR9XbcPqqMbNqwjSdE9Rwxpz3UzwplOpwv6kWgXUjVt0UwlnP8sfvuL
+QxfdyeHM2bkrV47scuMNbTkbI4yFxkg0T6SoWuWMPCmMvCr54RvquV0NqNom3tonUgghFxUUcvcX
+QkzQj0Q7z5WGv+spDb+utiSEKw33/FxXzg4EvbDN0QRRGqAczgM7fj1Wq3vySw9eRpIGhJCI7rfe
+elmk5MxZOOWeN3eeH4CWv3n+Oz+o/jXpxeQejEQFQpIkSWX/tVznqlHD2nm6Elc1adk8ShJSZFzH
+tlwQIMSERIjmUp00vPycHQhTQZSjCaI0QClku/mFdw6PeTfrmWvrBLoWAD4VqZ36cnL3WMmZs/wB
+3ZBn1h52CuE48MVDd70b+9Cnq168sQGfTAM4Tz5+5GixLMVcPeSGhrw7AEpVrTS83JwdCEfBlaMJ
+5koDFCF/75K0u+7JFENfbBvDeRUIOVL9/s8t+/DkzbfP337wm7Sb++40TGq0dl2rF75/bUhcrYqf
+DiCsnPp+3ZZidcuxKWPb8Jk3EHxIw4HKCrocTTAqDQis0zuXpD829uoOlyU8v+FI3i+mif0uvzFt
+7VGmRgFCjbr1iNctK5+9sbla5O/+aNrUt36VGzbVcHsHgFLkQ19kLsutf9PTTw/W8Fc4EITOpOFj
+SMMBr+Tl5QVdjiaI0oDAqtX63wlJj8ya99yUEZdp1JKQHYfXzrw1ybTfGejKAPhawZH9B+olzF/y
+v7GdY0Rh9uKU+H73fbK3KNBlAVCS/J/SZ69QD5j96j1xXKUDQYg0HKgMh9ORkpwSdDmaIEoDAktd
+p2m7Lr3iR6ekZ/288+u0+CYqIZxHvpz92qaSQJcGwIfk3PXP3Dzg1RYz0u8ZOuG99csev6ahSj61
+/Z074+9YsKc40NUBUIiCrS9Mfj1vzPx3xndgwQEgGJGGA5Wyd+/ejh07KjZHyzuZV9ZD9HBAISKa
+9Z/xUcYtTVRClNi+2/An49KAkFH068ujRszcN+zZFG1Pnq7eAAAdvUlEQVS0EELV5PpnV66afUMT
+lVy8/9MHxs37lTANgJCPr31K/0bsk5+/cUsLrtCBoCMfX/tIjw7TGyw4dnjFfaThgFdiYmIem/6Y
+T3bl8xzNarVu3rK5rEc5UQPKITW75aGxbdVCOE8cP0mUBoQI535jytPfHG8x9Na+sWfbpLpXPPLp
+Z4/2jJXkvO9feuGrMj/xAhAmivdk3n2v5cYFix7tGVvx1gAUhi4MVEXrVq19sh9/5Gjx8fGdO3cu
+awOiNEBJammv7B4pJHWzlk35LAsIDc4Dyz5Ze1JWd7i0w0WrZkuafs+8PfXySMl5ZMO3O7inGwhn
+zoMrkkfNa/j8F8/f2JjZlYCgQxcGAslPOVp6enqLFi3K2oYoDVASubioSJYiu19/XRPOw0BokO1H
+7U5ZCKfTbW3eqO4jhnRUC7mwsIh1e4GwJR81P54wPffhz19PaMXnaEDQoQsDgeS/HK38HRKlAQoi
+H161/KeSpglTky7lTAyECHXb7t3qq0TJ7m07Ct0fjFALKbZH739FeHgmgGAnV5iSy0fMTwx78I/x
+i4y3t48s9VjJ/k+eTP/B/Y0DgGJUtQtX/OYAoGKBytGEEFy7AzVPzt1oTF+4t+G/R92V0KPhudCs
+YNe7E6d92Uj/4bzRzRiTBoSMuoOSH+r5adrWz1/9YMbA8W0v+AyraMeSZbtVlz74cCL3gwAhSC4u
+KZGFkEuKSzz/1ezM+fLhIfqvejybcenhjesPn28vPm3/65fVpleWd5y/vVZNlQugkqrchSt8cwBQ
+sQDmaIIoDQgA+fDnTz/w7MoCWZqd1mWw/u5b+nasV/jX5iVvv72hwd2Lvp45mIW7gJBSq9fjn7z9
+x+DxH0wdManWgjlju2vUQhQf+vHtKXeln0h4bcl/r6sT6BIB+J58LDvbLgvhzNmbfUr0rF/q4aLs
+hROH6E2/5ctb7rvJ6GkH6riHntYxgTmgTNXowhW8OQCoWGBzNEGUBgSA1HTMc69sLJ63bPOeg7uW
+vzbj24VtOl1+1fXDn1v31sDO9YjRgNAT2WFs5kbtiFdeente4uVPRzZsUFslR7boPey/6/83slt9
+RqQBoUU+8s28mR9v2mFZai6QhZCPfjL+2mOL+/4rfsKcu3ueuQUs/5uH4+8w7SsuZ0RKRIfRt1/D
+mDRAkarWhb15cwBQoYDnaIIoDQiIOtrx/1szPtBVAKhBUr3LRj759sgnA10HAL+TGl+fknF9+dvE
+XP+KreiVmqkHgM9VrQt78+YAoHxKyNEEyw4AAAAAAABA4RSSo4nqjEqzWCxVfi6UxmazBboEAAAA
+AAAAD5STo4nqRGnx8fFVfi4AAAAAAABQIUXlaIIbPAEAAAAAAKBMSsvRRBVGpWm12qodCUFBo9EE
+ugQAAAAAAAAl5miiClFaenp6lQ8GAAAAAAAAVEiZOZrgBk8AAAAAAAAoimJzNEGUBgAAAAAAAOVQ
+co4miNIAAAAAAACgEArP0QRRGgAAAAAAAJRA+TmaIEoDAAAAAABAwAVFjiaI0gAAAAAAABBYwZKj
+CaI0AAAAAAAABFAQ5WiCKA0AAAAAAACBElw5miBKAwAAAAAAQEAEXY4miNIAAAAAAABQ8/Ly8oIu
+RxNEaQAAAAAAAKhhDqcjJTkl6HI0QZQGAAAAAACAGrZ3796RI0cqNkfLO5lX1kNEaQAAAAAAAKhR
+jRs1HnTzIJ/syuc5mtVq3bxlc1mPEqUBAAAAAACgRjVo0MAn+/FHjhYfH9+5c+eyNojwyWEAAAAA
+AABQHRaLpTpPt1qtPiokaPgpR0tPTy9q1KKsbYjSEHYkSQp0CbjIG2+88cYbbwS6CoSm+Pj4QJeA
+iyxfvpw3YfgJ/V1p6O/wn8zMzLVr1wa6Cpx36NAhg8EQ6CpCRFpaWqBLqFHLvtu7edfBKj/9xPET
+3//w/UP//aCoUes3l26rfj0X7nDLrkO9Lm3qcTOiNAAAAABA0DCZTIEuARc5ePBguAVA8Imh17Q/
+cLTMqf29Ua9+vYEDB/qqnlI77HVp096XNvO4GVEawoVWqw10CbhIcXHx4cOHhRC1a9euX79+oMvB
+eW3btg10CdXVtm1bnU4X6CpwntPpzMnJEUJER0c3bNgw0OUgpARRf8/JycnJybHb7UKIK664ok6d
+OoGuyC/o74rFxTAQFHwVSvbv398n+/Grode0D3QJVSTJshzoGgAAAIDQZLfbs7KyDAaDzWZztWg0
+mtzc3IAWBQQlm812rh8BoSpYPh8Kc4xKAwAAAHzPZrNlZmbOmzfPNRLtHAYHAVUTFxcXFxcX6CoA
+gCgNAAAA8CmbzWYwGMqazokRBwAABDWiNAAAAMA3LBaLwWCwWCzlbBMU89cAAICyMFcaAAAAUF0m
+kykjI8NqtVa4ZW5urkajqYGSAACAPzAqDQAAAKgiu93uCtG8nA1dq9WSowEAENSI0gAAAIBKs9ls
+GRkZJpOp1KoC5WPNAQAAgh1RGgAAAFAJVqvVFaJV4blMlAYAQLAjSgMAAAC84s2qAuVjVBoAAMGO
+ZQcAAACACphMJoPB4OWEaGXRaDS5ubk+qggAAAQGo9IAAAAAz+x2u+tezmqGaC4MSQMAIAQQpQEA
+AACl2Ww2g8GQlZVVqVUFyqfT6Xy1KwAAEChEaQAAAMB5FoslMzOzaqsKlI81BwAACAGqQBcAAAAA
+KIhGo7Farf7YMzd4AgAQAojSAAAAgPO0Wq3ZbPb5zZharVaj0fh2nwAAoOYRpQEAAAAX0Wg0ZrM5
+OTnZh/tkSBoAAKGBKA0AAADwID093Wg0+mooGROlAQAQGojSAAAAAM/0er3ZbPZJmsaoNAAAQoMk
+y3KgawAAAACUy263x8fHV2ctAo1Gk5ub68OSAABAoDAqDQAAACiPRqPZunWrXq+v8h4YkgYAQMgg
+SgMAAAAqZjQajUZj1Z7r8/VAAQBAoBClAQAAAF7R6/VLly5Vq9WVfSJrDgAAEDKI0gAAAABvvfPO
+Ow6Ho7LP4gZPAABCBlEaAAAA4BWDwZCVlVXZZ2m1Wp+sAQoAAJSAKA0AAAComMlkSktLq8ITGZIG
+AEAoIUoDAAAAKmC1WlNSUtzb69SpU69evfKfy0RpAACEEqI0AAAAoDx2uz0xMdFut7s/tG7durVr
+15Y/7oxRaQAAhBKiNAAAAKA8iYmJNpvNvd1oNGq1Wq1WazabExISPD5Xo9EQpQEAEEqI0gAAAIAy
+JSUlWSwW93a9Xq/X613/12g0ixcv9jiTGjkaAAAhhigNAAAA8MxkMplMJvd2rVZrNBpLNaamphqN
+xlKLdep0Or9VBwAAAkCSZTnQNQAAAACKY7Vae/bs6d4eFxe3devWUpHZhc+68IZQs9lMmgYAQCgh
+SgMAAABKs9vt7dq1c19qQKPRmM3m8m/bdC1T4LotNDc3t6zQDQAABCNu8AQAAAAuYrfb4+PjPS7Z
+mZ6eXuH0Z664Ta/Xa7VacjQAAEJMRKALAAAAAJQlJSXFarW6tycnJ59baqBCRqPR404AAEBQ4wZP
+AAAA4Lx58+alpKS4tyckJCxevLjm6wEAAIpClAYAAACcYbFY4uPj3du1Wq3ZbOZuTQAAwFxpAAAA
+KEU+uXvzb8er8YGrnPvr5j9O+a6gmuFafNO9XaPRGI1GcjQAACCI0gAAAHCR/D1fPDmwa++Hlh92
+Vn0nzpysib26DU5dbivwXWX+Zbfbk5KSPC41YDQaK1xqAAAAhAmiNAAAAJxxeucH913T+5YXdnef
+PvM/bdVnm+WTv3/z0WszU8YN79/r0taN68XWioiIjK7buE2XPgPGJs/9ZGNOUakdqTve9d9Humyf
+PbxXvwcX/hEUcVpSUpLHVQLS09MTEhJqvh4AAKBMzJUGAAAAIYTz8DczEkbN/r64Z/LCpXMHtVCf
+f6h4fUpn3TybQ0iqmGaX9enTo1PrBpEFh/duXfet9UC+LKQ6XcbM+WD+pF71pAv3WHJgxSNDx7y8
+LbrfU599nnpdI6n0IZXDYDCkpaW5t+v1eqPRWOPlAAAA5SJKAwAAgJxrmX7TsLlbCuLGLfrunYTm
+F9+5ULw+pbPu5RP9n/74rak3tK97/sHiA2ueuW3MrHXHnELVeMDL65Y90CXyomc6//lcf/WY9/fH
+XPH4sq+evU6jyDTNZDIlJSW5t7PUAAAAcMcNngAAAOHOkW3S3/bC5lPqDve9OW9Ec88XiFFX/mfS
+jRfmaEKIyJY3Gt5/7qZ6khDOI6ufmvbBP6U+pFW1SHz5zfHt1HkbZ49JWmBz+O1bqDKr1ZqSkuLe
+rtFoFi9eTI4GAABKIUoDAAAIb469b02cuuygU9VouOHpG+qXMXAsosOVvRp6eEx1yZi7B9aVhBDy
+8dUfLimdpQlJc1OqYVhDlTNnScrEt7OVFabZ7fbExESPSw2Yzea4uLgarwgAACgdURoAAEA4k49+
+McOwxu4U6g7jHh7ZzGOQpmp53d1THr6la4THPdTp2r1jhBBCyEU7ft5Z7Pa41PzWlDvbqYUzd7Xh
+6SXHlDS5SGJios1mc29nyU4AAFAWojQAAIAw5tj9ztzPDjqFiOgy5vY+tTxvpG6fOGNOUs8yHpXq
+1KvjSuDkvJN5npKy6KvHjuoUIYQzZ9Hcd39XysC0pKQki8Xi3q7X6/V6fU1XAwAAggRRGgAAQPgq
++fm9zE2FshDqtoNu7uZ51FlF5IL8AleAJtWuU9vjsLaIHjcPaKUWQi7cmPnetpKq1+szJpPJZDK5
+t2u1WpbsBAAA5SBKAwAACFslO75YsrtECCHV7XNNj8gKt/fIeTjnkFMIIUREx0s7eI7jorTX9omV
+hBAlO5cu+TXQ49KsVqvHJTvj4uLMZnPN1wMAAIIIURoAAEC4cv6z7ttdDiGEiOjU/bLoqu1EPvbb
+r/84hRAi4tL4+NZlXF3W/lc3V8rm2Ll2nWvzALHb7fHx8e7tLNkJAAC8QZQGAAAQroq2bf6lRBZC
+SJGXtGutrtpOTny75qciWQgpus+428u8R1R9SbtL1JIQQi7evuUX97UJaogrR/O4ZGd6ejpLDQAA
+gAoRpQEAAIQp5z+7fz/pFEIIqX6TRlFV2of8z2eZK4/LQqgvuXPGPZ3KjuNiGjd2LU7gPP777oAN
+S0tJSbFare7tycnJLDUAAAC8QZQGAAAQphx//3nANW2Zqm69ulW6LDy14cW5X52UJXXcuFdnDdR4
+XHPARapbr67rYceB/QcCMlvavHnzPC41oNPp0tPTa7wcAAAQlIjSAAAAwpQz92iua3iYVLtunXJi
+sLLkff/fh17bVSxq957+QfqQxuXuQapz9hDOY2cPW5MsFktKSop7u1arXbx4cY2XAwAAghVRGgAA
+QJgqOZVXILv+GxlV6eU7HX9/9sDtc38ujOqctGCx4Zp6FURxUmRUhGsTOT/vVA1HaVarNTEx0b1d
+o9EYjUaWGgAAAN4jSgMAAAhTJcVnp/+XIiMiKjUqTT5qfnyE/j1bROdxC1bNv8WbJQsiIs+ldSVF
+NbnugN1uT0pK8rjUgNFoZKkBAABQKURpAAAAYUpSnb0UlJ3OSowTk4+ufWpI4otbRPf7F3799ui4
+slbtvJjTcW6CtPMHrglJSUkelxpIS0tLSEiowUIAAEAoIEoDAAAIU5G1olRnxqIVFRXL3j3JmbPq
+4YHDntsY2S91xdevDGvlxXg0IYQQ8rlDSKpatbxL33zAYDBkZWW5t+v1+tTU1JqqAgAAhA6iNAAA
+gDClrqc5s6imXFLsVZRWtPeT8dcnztveZNT8tStS+zWqzE2hxWfv6pTqaerVzDWoyWRKS0tzb9dq
+tSzZCQAAqoYoDQAAIEypmjRr7LoYlPNOnqowSju17fXRujszD3RN/nzdh+Mvi63cweRTeWcOoWrS
+rEkNXINarVaPS3ZqNJrFixez1AAAAKgaojQAAIAwpW4d10YtCSGE89iRY+VOliYfW2cYfP1Dy0pu
+eH71mhcHt/T2ts7zHLlHc51CCCFFtIlrU/nnV47dbk9MTPS41MDixYvj4uL8fHwAABCyiNIAAADC
+lKS5rGtrlRBCyKcP/JVb5rA0xz9fTr1pyDM/asa8Y1788JX1K7XW5xnOI38fKJSFEELVpuu/6lVl
+F5WRmJhos9nc241Go06n8/PBAQBAKKuxKV8BAACgMJHd/n1FXWmPXRYle3btKRHNIz1tdeLTyWMy
+tpwUMVHrUwd2KX+q/sjeT65ZdG9b909rHXt373UIIYRU94p/d/V4HJ9JSkqyWCzu7Xq9Xq/X+/XQ
+AAAg5BGlAQAAhK06/QZcE7twxSnZ8dfP2w7L17b0MFpMdhQUFMlCiPyjf+47WsEOo1qeKPHU7szZ
+ti3HIYSQal87oG+dahdeNpPJZDKZ3Nu1Wq3RaPTjgQEAQHjgBk8AAICwJTUdMiq+riSEKN6y9ruT
+/jvQiQ2WLcVCCKnu9aMHN/Hb7Z1WqzUpKcm9XaPRmM1mfx0VAACEE6I0AACA8CU1u2XirS1UQsgn
+vs76+oTHTRqMW1oge6nwu4c7uF9fyvbVWeY8WQh1y1ETE5v6KUmz2+3x8fHu7a4cjSU7AQCATxCl
+AQAAhLN6gx57tG8dSTiPLjd+/k+ZSw9Uh/PvT41f5jqFVKfvo48NqOuPQ5zJ0Twu2Zmenq7Vav1y
+VAAAEH6I0gAAAMKauvOkjMeurC3Jx1fOTf/htO8PcOq79BdWn5Sl2lc9njGxk9r3BxBCiJSUFKvV
+6t6enJzMUgMAAMCHiNIAAADCXC3tYwvmDmwiFf/26kNzNvk4TDv10+zJr+8ukZoOfmnBoz1q+Xbn
+Z8ybN8/jUgM6nS49Pd0vhwQAAOFKkmW/jOMHAABAEJFz16UOGf7fH0610y9c93ZCC9983uo48Pk9
+/W5bYKt7berSZTOuqe+PWdIsFovHKdK0Wi1TpAEAAJ9jVBoAAACE1KCf4ctVcwc332+646b7Pv6j
+oPq7zN/9wb033fneX61GZKxe4acczWq1JiYmurdrNBqj0UiOBgAAfI4oDQAAAEIIIdXvMzXrp5XP
+9M97/44rr3109bFq3LsgH/4y5Zo+d31ccNNzq3/89MFedf2Ro9nt9qSkJI9LDRiNRpYaAAAA/kCU
+BgAAgLMiml//1LKff3z3Ts2eX485q74f55Ede5vc/d5G6+Jp1zX100oDIikpyeNSA2lpaQkJCX46
+KAAACHPMlQYAAAB3TqdTpar6p65Oh0Ol9leGJoQQBoMhLS3NvV2v1xuNRj8eGAAAhDeiNAAAAAQZ
+k8mUlJTk3s5SAwAAwN+I0gAAABBMrFZrfHy8+xRpGo1m69atcXFxgSgKAACEC+ZKAwAAQNCw2+2J
+iYkelxpYvHgxORoAAPA3ojQAAAAEjcTERJvN5t5uNBp1Ol1NVwMAAMIPURoAAACCQ1JSksVicW/X
+6/V6vb6mqwEAAGGJudIAAAAQBMpZamDr1q01Xw8AAAhPRGkAAABQOqvV2rNnT/d2jUaTnZ3Nkp0A
+AKDGcIMnAAAAFM1ut8fHx7u3azQas9lMjgYAAGoSURoAAACUy5WjeVyyMz09XavV1nxJAAAgnBGl
+AQAAQLlSUlKsVqt7e3JyMksNAACAmsdcaQAAAFCoefPmpaSkuLfrdDqz2Vzz9QAAABClAQAABDeL
+xbJ27dpAV+F72dnZmZmZ7u3NmzfX6/XR0dE1X1JAjBs3Li4uLtBVAACAM4jSAAAAgpvBYEhLSwt0
+FfAXs9ms0+kCXQUAADiDudIAAAAAAAAAr0QEugAAAAD4RsisaDljxoz169e7t+v1+nHjxtV8PQFR
+1noLAAAgsIjSAAAAQoRWqw2BOwFTUlLKytGMRmPN1xMoGo0m0CUAAAAPuMETAAAASmG327Oystzb
+tVptWOVoAABAsYjSAAAAoBQajWbr1q2lxtZpNBqz2RygigAAAC5ClAYAAAAFcQVner3+wi+52xEA
+ACgEURoAAAAUx2g0uu7oDJm1FAAAQGhg2QEAAAAokV6vT0hIYDwaAABQFEalAQAAQKHI0QAAgNIQ
+pQEAAAAAAABeIUoDAAAAAAAAvEKUBgAAAAAAAHiFKA0AAAAAAADwClEaAAAAAAAA4BWiNAAAAAAA
+AMArRGkAAAAAAACAV4jSAAAAAAAAAK8QpQEAAAAAAABeIUoDAAAAAAAAvEKUBgAAAAAAAHiFKA0A
+AAAAAADwClEaAAAAAAAA4BWiNAAAAPjbKeuaDYfkQFcBAABQbURpAAAA8C85Z5Fh5jcHnYGuAwAA
+oNqI0gAAAOBXp39If2HVCcakAQCAUECUBgAAAP+Rc81P3pfxa0mg6wAAAPAJojQAAAD4ifPIumcS
+R728vZAhaQAAIEQQpQEAAKAcxf+s+98jo/t2aamJrRXToE33m+6Zs3xv/vnHncd3rXxtakL35t2f
+2FQin9j69r3Xtm2gueS6hz9fMXdgr5sMa486hRDF1tTuEZIkSSrNXUsLA/bNAAAAVBNRGgAAAMrg
+OPDlI/0uv+U9x4iXVu86lHtg0+sDS741Th9+5cBZP+UJkbflrYk3dGpz2eAH07/45WiJKPrtjTGD
+Jrz93X778T/XvTJr66AvdtuPr5rYWi1ERPcZm/Ly8/Pz8w++M6RWoL8vAACAqiJKAwAAgCfyiW+f
+GDwy41DigqUv3d6nTd2oWo26jkm9/5pI4Ty23jD59V2O2p1Hzlq66avp2khJCFH822sz1g1f/ee2
+Dyb3bRHbsPfQ6zvERkdHR0VIQghJFREVHR0dHV2rViQXoAAAIHhxJQMAAAAPirbMfXDeNkefB6cP
+bCidbVS1uPraTpGSkJ32Y8dlqU7DhrENel1/VWNJiJK9P8i3Z0zs3vLysRnrDuQd/T7t6thA1g8A
+AOAPEYEuAAAAAApU8O3bxh1F6kt1/dte+NlrRO+nv1p/hWVfw6uH9DlzISlFx0RLQqjbjX0woenZ
+0E0qvT8AAICQQJQGAAAANyW71n930ClUzVo0LXUXQ1TLPglj+1zYolKphRBSVK0oAjQAABDquMET
+AAAAbpz//HXAKYQoLCyqeGMSNAAAEDaI0gAAAOBOloUQomTvrj3FgS4FAABAOYjSAAAA4EbVtHkT
+lRDOI19/+VOhh8eLf126bLejxssCAAAIMKI0AAAAuIno3LtnXUkIh+29lxYecJZ61Pn3RzM/zqnL
+lSQAAAg7XAABAADAXd0bbxvRTCWE8+iSh+9+Zdup8484j/3wvP7ZkqEjmns1R5parRZCyEVFxbKf
+SgUAAKg5RGkAAADwoN7gp9JuaqgSwnl41dS+vYdOmfPme++99cITd1172XWzCicYbm1yNklzOBxC
+CDnvZJ6HsEylaahRCeHY99PGf5xCnLa+ODn9l5Ka/EYAAAB8KCLQBQAAAECR1B3ue//T/cNHzv4+
+13ly1/KXpy8XQgihqqd94MNPUi6LPLOZfOyP3484hZBz1n2zvVDXs1apvXTqe20LtXX/qTVT+vRc
+0CrvRK8M81QuQQEAQLBiVBoAAAA8kxrH//ebLcufH39jt5b1o6NqN720/10zP/tp/ctDW6iEEKJk
++/uP3n1z/ykrTspCiOJtswb8+5ZJz63486Kp1aLjDe/PurVHs9goSdVsSMaSV4Y29urGUAAAACXi
+I0EAAACULTpu0KNvDXrU42MR3e6Y++4dc98tfw9So37TFlmn+aE2AACAGseoNAAAAAAAAMArRGkA
+AAAAAACAV4jSAAAAAAAAAK8QpQEAAAAAAABeIUoDAAAAAAAAvEKUBgAAAAAAAHiFKA0AAAAAAADw
+ClEaAAAAAAAA4BWiNAAAAAAAAMArRGkAAAAAAACAV4jSAAAAAAAAAK8QpQEAAAAAAABeIUoDAAAA
+AAAAvEKUBgAAAAAAAHiFKA0AAAAAAADwClEaAAAAAAAA4BWiNAAAAAAAAMArRGkAAAAAAACAVyIC
+XQAAAAB8IzMzc+3atYGuAr5hs9kCXQIAAPCAKA0AACBEmEymQJcAAAAQ4rjBEwAAAAAAAPCKJMty
+oGsAAABA1dlsNm4GDGFarVaj0QS6CgAAcAZRGgAAAAAAAOAVbvAEAAAAAAAAvEKUBgAAAAAAAHiF
+KA0AAAAAAADwClEaAAAAAAAA4BWiNAAAAAAAAMArRGkAAAAAAACAV4jSAAAAAAAAAK8QpQEAAAAA
+AABeIUoDAAAAAAAAvPJ/FSaI22u+R+YAAAAASUVORK5CYII=
+"
+       id="image1534"
+       x="-108.6843"
+       y="64.293419" />
+  </g>
+</svg>
diff --git a/slides/figs/sorted_list_insert_first.svg b/slides/figs/sorted_list_insert_first.svg
new file mode 100644
index 0000000000000000000000000000000000000000..8e25e1922885e4315ee22838bc5afcc18f7eb611
--- /dev/null
+++ b/slides/figs/sorted_list_insert_first.svg
@@ -0,0 +1,726 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   width="449.79166mm"
+   height="97.344833mm"
+   viewBox="0 0 449.79166 97.344833"
+   version="1.1"
+   id="svg943"
+   inkscape:version="1.1.1 (3bf5ae0, 2021-09-20)"
+   sodipodi:docname="sorted_list_insert_first.svg"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
+     id="namedview945"
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1.0"
+     inkscape:pageshadow="2"
+     inkscape:pageopacity="0.0"
+     inkscape:pagecheckerboard="0"
+     inkscape:document-units="mm"
+     showgrid="false"
+     fit-margin-top="0"
+     fit-margin-left="0"
+     fit-margin-right="0"
+     fit-margin-bottom="0"
+     inkscape:zoom="0.82888293"
+     inkscape:cx="648.46311"
+     inkscape:cy="341.42337"
+     inkscape:window-width="1884"
+     inkscape:window-height="1052"
+     inkscape:window-x="36"
+     inkscape:window-y="0"
+     inkscape:window-maximized="1"
+     inkscape:current-layer="layer1" />
+  <defs
+     id="defs940" />
+  <g
+     inkscape:label="Layer 1"
+     inkscape:groupmode="layer"
+     id="layer1"
+     transform="translate(129.25175,-88.689751)">
+    <image
+       width="449.79166"
+       height="96.043747"
+       preserveAspectRatio="none"
+       xlink:href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABqQAAAFrCAIAAAA4q3+AAAAAA3NCSVQICAjb4U/gAAAgAElEQVR4
+nOzdd1wT5x8H8O9dEjYCiqioCCqKOAgO6kLAvcVRR6tVXHXviVVB6x6gVVvHT7SOtk4crVviHoiC
+uAdDURFRIjIz7n5/BJE9FJIAn/err1fN5XL35LkjuXzuGQzP85STHTt2REZG5vhU6eDi4qLpImiS
+tbW1tbW15vbPvTs/3/375dfkjlP2HVvVuYog1zUTnxxeMX3mmn+fJ/GMfv/9cf/01c1xPcXr/2Z0
+H7D+rp7zLwcPLWxTgSmuogNA6cMw+Xxk5PZd+dUuXLiQ69eQ8umq1g1mX5fxJLSbczV0WTNh3mX7
+IJnTseeqoE88EWPcZPpfeyc7GOT1AkbXtHJFo9w/dlVSzo617fxHlJIY/fabnp4aU5XN5wXFgXu+
+1tl+xlUZT8RadFzmv2daC/O8auPj7l6VhxxNIcZo0MHYvb0/f12kHh9apeefcTzpdtwceXJ0pbSj
+rQic26Dl8scKEjp4Bd1a2OjzluWXp9Zx9Y1Qpj1kzdv9enz/nO/MPp8kfPxtnwFdZp6M4YhIUHP8
+6bsb2hoW8Tvnozd3tJ5yv1GvYaNHjxzoVtPoa7/UlPd+bd72H6uRU8cP7+dau1zWo5hwb/NPXcb7
+Ryl5YnRbrLh7aWadbGeG/NpMe+fVz5RExFbquv7s/vEN0k8w2cvjs9wHrQ9OYniO4ylrzedGETTP
+ofnSBwoiUbNld6/NscvvdMzy8sC5DVsuf6QgRqeGjUVUWJSSSNRkScgNz3q5bUhxe774u1/vK4hI
+YNlr09m/RtfTz/B08vODM78ftulOIjFpf+6i5qseXJ5RO+P2lA+WOIl/uS0nEjaYH3hnkTinc/HT
+HneLwUdSClgVhT3DSzsuakuXemNOJ/BErMl3U3buXtSztmG+534RnOSZClEUB0V2erRVl61vOSIi
+YsoPO/bar1t+fxYAAKAxeV2ZfxX1/7jILtcvr507d0okkuLePWiKl5fXwoULNbRzPk4yt0uvVbdT
+rIfuP766c+VcfkHyH+/9s2Ta7N/OvkgpwB+C0LLr2n93fmgxYPei7l3kx0//2sYUeR8AlESCWv0G
+NV9w42IKr3h27Ojdxc0a5/lDUx6yf8+dT6qPSf5T0OrudVfnvf0cUozsUq8d+e+NkogYo7Y/uFtq
+IukjIrbmoLHdll4//J4jLub0nNZWa+3EDa3NDUWq8jAGrnN3TnESFdv+BZWsqkhfRp2b59rwWN8f
+3VvWqcDEPb9xdM++yy+SeSJiBFaD1yxwK+qkj4gYkw4rbkQ2cLDQ+fZtKaX3Di0bcXjFxKqOLq7O
+zZvUq1G5vCGT9C4i9PLRvw9di0rhiYgR1RruNco2p7NC1GyYh+Nvv9xK5Yl7+9/E7xrs79enrX0l
+UdKbB5eOHrkQlsDWGPhDjUO7L6TmuHv+3amlc/96qsi07P2d16oYRBl+YO7wRyaZvrCFDTzWTncp
+l/uXuNCxX586q5c+UPCyyLAoIiJG5Ph937wiHKF49LROm0b9+4Ej5esjY78THx48pEfzOha6Ke9f
+3L987J9DlyOTeNbM5UfXl3sPhylz31DR0vQZrm3YaoO9xm+4sDI0lec+3ljbu+4mM8sqZrppnz+6
+HX0CN/XI8VbGt57kmQpRLAcF16QAAKBufC5cXV01XTQoRl5eXrkd+uKmCNvesxJLjLD2uDNSLud1
+lO+D/Ca1sdRh9Co36T15Vr86QiIiRr//gZQ8t83FnRpTU8gQW9l9R7iiGAoPAKVSvp+ZRb5HiUSS
+x7Nc9M6eqvhDWM8zUJb3plLPjytcqztR81VP8/uATDoztrqAiIit+MPBuFw+qtVC+erIuEbGOf9Q
+ZsoNPpLpW0G6q6ceERFjNOhQhidSjv2kapan23Fz9Jc3I785p66QiEjo4BUi/7K67NIUa1UeoNPy
+10MrXMvnXL0Ma+669Ea8JiunABShix3zjSUYHatem+4m5b6VT1fmig1yPgisyXfzL73Y1UuPcqh5
+nud55fM1rQoXWWY+TDmS3/6lQYYMnNFpvvJJfie1MurQCDv9XDMXxshh4n8vr81SXXHk9GeiuP9r
+Y1VdChvMvyPPeS/xu3OvipyLVZgzvCxIfbrrx9p6OVWInvueTzm9omhO8oy++aBwbzZ3TH8PbPle
+O19r+QcFAEAZl/eV+VfI72up6H9cZJd/s3QfHx+xWJzvaiXOhQsXNF0EDZBIJBpusKkM2zpm2vG3
+HGvu7r2gnUnOF1Ip/jN+3Jrca77/7/072Jdnw9be8j3wpCBbZ0w7LPTusX/o4eijU8dsa/PvzzaF
+6xkEAKANmEp9xg+c/+/mF0rFkz07Lv/S1E0//xcVpY8ndxx4pSQiYe2fxnfTaDtp1rLnxuuh/XZt
+2el/9vrdpy9jPiYruOLv+JCG0XeYfvR8hWkj5+wIilWk75VhDW06TFj528K+tmo+MoUmsBmw1Dd5
+37H/zlwOfZWgzFpxjMDEtv3QmYvmD3cyzyMyNmq5+MRRvRGjVpwIT/qyCUancvPhSzat8BAze/Np
+TlrUhA379bVffu+uqr0gI2rar3etfBtsVe299UqA48zJv+6+GS3LWBOMfvU2w719lwwTGwZKiqvI
+uRZLo2e4FtKpPXjX7SZ9flu77eC5W09fv09I5fKpjaI5yTP65oOScFVyM1W1PiOyHzNvQBW07AMA
+ADVjcgsd3dzcVKlQQEAAWvmVGt7e3l5eXqSxbrz8+0ODG3y/N5oT2E6/GLq6ZW7Dl/Acz7Cfr4u4
+sLVt6k2/IqM8x+xLl3JpagM33+dKtsrgA/f+7F0el1cAkB/tGrOPiIiUj1a2dpxzPYVnKw7659Ge
+fur8LONebetWb/TJTzxj1G5D6Olx1hrqxKspX8bs02m15uHFaTVZ4pNe3jofcONhlFQmNLG0Fbd2
+a2lrWsLuJsmlEfdC7j16GvHmQ3xiKq9rbG5Z075xcyd7iwIPJSaPvX/h7KW74bFJjGFF6wYt3No0
+qlQCxyFLjbl/7eKNe5ExH1NIv0K1Og4tnJvVMinLQ+WVGkVwkhcJ2YWJtu02vFASEWved/f9/YMs
+cDUKAKDNytaYfQBFT/nkf6sOvuWIhHYDfnTK48LrS9JXeHotfvjedsPyR4ro/au2z+85I+9hmAEA
+tJKg7uh5g35z94tSxh728XvWe3q+A00VGXnwH+vOJvBEglrD5w9VY9KXflWU5epHU8uJ6Mp0Ekwn
+nmcMqjfr/lOz7vltR6saZGUpp8jU2tHF2tHlW+rHvH77gfXbF3x97Vyua1HftV99V60pz1cuLwWK
+oYrSTvJi234O7yI75eMLl94oiYgYnYbj5vVD0gcAABpQxu7Wg0YpQnbtvJXKEwlqdO7SoNiCZqFD
+l45VBUR8auDOXXcV+b8AAED7MKZdf5njaswQn3Jjg09Agrr2y8ceWbXlgYIn1rzHgtnOxTD3RM5U
+SZnqv4z3QjW1XKXVGlIWZjvaQ9vqE8u/fXkpow1V+o3Lc8G9uXThkYKIiK3Y23OiuOxMsAIAANoE
+YR+ojeL+kaNPFETEGDu1dCjGSx8dcSsnA4aIFI+OHX2gtjn1AACKFFtz5PIpDroMKSN3em1+rJ4P
+s9Qg30UH33HEGLWau2yQumbhzZKUqX5Uq/7TwHId8o3IVLzCbkfjtKs+sbyIlpcmWlKlxXNoPl2V
+3JLxRIyueIJnb3M06wMAAI1AN15QF+7NpYuqH6tC20b2esW5K8N6DWoJ9wfLSfnowqU3XKNqCLUB
+oCTSbTrrf//TPfZUzrP6r2K4ulWK/cNM+SamfD/PBX0Y/Yb9x9up7Roh+8/m3H5Iq2O5nKbWySHv
+K9R2NEu76hPLi255qVH6TtEvUm8FXE3gidhK/eaNb4hmfQAAoCEI+0BdZHeDQhU8ETEiK5tqxTr4
+lMDKxkrABMt5Xn7vdqicqpXA8cMBAIjIqPGP8xqrcX8C667TFnRV4w4BAEoV3Xa/Ryl/13QpAACg
+zEOLJ1AT7s2Tp584IiLGpGIFneLdmb65uRFDRMR9fPrkDVe8OwMAAAAAAAAA0BYI+0BNlK9evlaN
+OMUalzMu5hOPMS5nrBojRfn6xWuM2gcAAAAAAAAAZQS68YKacHHv41RN7BhDY6NiHq2YMfq8C+7D
+590CAAAUgKi1T7jCR9OlAAAAAAD4WmjZB2qiSExISRvUWKRT3MMVMyIdoSrs45MTEhH2AQAAAAAA
+AEAZgbAP1EQhl6f9ixEJhcXcso+EovQ8USGT57UmAAAAAAAAAEDpgbAP1IRhP59sPMcVe1s7Tpk+
+UN+XHQMAAAAAAAAAlHKIQUBNRLo6bFp7PplMzhfvzvj0XTCsri5GpgQAAAAAAACAMgJhH6iJoJxp
+2gS5vEJe3GEfyT/33WXKmZbDWQ4AAAAAAAAAZQRiEFATtmIlc9Xpxid8Sizuln2JCWm7YCtWqoiz
+HAAAAAAAAADKCMQgoCaCatbVBQwREfch9kMxD9qnjHsfxxERMcLq1tUFxbszAIDiknR1Vn0dlmEE
+Zt23R6ljZnHl49WtDVmGYQ2bLwuVqWGHmXHhvs66TE6EtjOvYbYlAAAAAICCwGhmoCaMqX39auzJ
+50rik15HxfFUufhm5OViX71O5YmI2Or165Ur7ql/AQCKhfz++mkbHsp5RqfhBO/B1fK/PcenxIY9
+vP/w8fPIVzFxSQqBvknFarXqN/6uSZ0KOgXbpaDumEXDf++4ISzp5ooZ2wedGGONm4IAAAAAACUM
+wj5QF1GD5k2NmedSnhTPHz9XUGVRse1KGfYkTElExBg3bV6/+PZDUqk0ODi4+LYPUJqIxWJTU1NN
+l6IE4d/8/cvqwGSe2Aq95k5qnEdaJ3t6zPePfQEXL18PiZRmHxOVEZrZdRw6bYGnx3cV82/pbOQ6
+c2bbHePOJHw896vX8QF+Pc3UeMOEMbbvMmRoLcXnx3zCg5OHA2PU0aYxN1zkyfU7r0s5IoF118lD
+ncr2/SPUBgAAAECJgLAP1MbIuWNLg33/JfLKqJC77/hWlnn8RlAkfXj7+vXrN69fv3796r4kSqla
++vjYxq1JVpaWlpaWllUsq1iY6ObU5oSLvns3WklEjGGrjq2NiuXNqAQHB7u5uRXjDgBKkYCAAFdX
+V02XouRIvrrm1+PvOSKhrcfU3hXz+MDk4y/9vmDtidRcn1fEPfzPd/Tpv/9e8M8/v7SpkE8+w1r9
+OG3QkvNbo5Sv//L6bVqXBY2K8ZZJFox5R89tHb885sLWtjkWGKP+/sRfKCNP+C5aH6kk0nE1H/ZT
+GY+3UBsAAAAAJQLCPlAbxqLb927GJ47H8/LbF65+GtuvXC4r8q9/72Qz7ny2X3e8PGTn9NE7Pz9k
+zUf8+2pb5+ytXeKvSG7LiYgxbtu/a16/kAEAtBT/+u/l254qiBi9FmPGfqdbwJcxAv3y1W3r1bWp
+Ut7EUCSPfxseGnj72QcZT8Qros959XTXkZyZLdbLeyvG7SeMbODnFaKQhWxceWzirj7qbNwHAAAA
+AADfSFNhX2Lw2WDLdq0s8PuhLGEq9RnTb95/219z8ef8z8X3651L2sdYjj2XOvZr98JLz/gHJPBE
+Asvvx/RW0ynm6uqKJkta4sWLF9u3byei1q1bt2/fXtPFAZJIJBKJRNOlKGkU97atPxXPEzFG7YcP
+tMln3DxGZFa33bCefXt0aufilHV4vtTXl7ZMHzX7n8fJPHEfryyasNH9wvS6eXfnFTYYMqzF8mmX
+Urh3h3z/XOQ+uSZG7gMAAAAAKDE0E/bx0fu9F79c5NbKAvOkli3lOs+e2XrftIsJ7//1O/TGfViV
+oo/iuFcH/E7EccQYtZ45u6NxkW8/Z66urgsXLlTTziBPly9fTg/7cFC0BMK+wkq5vMUvVM4TMSad
+h7hXyueTkqkwZE/IkNye1bV0nrjrhK60ydiTcRzxSTf+t/PO5KVN8/76Z20GDHGZd/lUEp98bev2
+4PG/NkZHAAAAAACAkkIjV+9J131Wn4rvv0gT+wbNEtQZu272X60X3Px4cpXP9f4rWxgU8Q4Sr/qs
+PvOJZwybz103xhZhMgCUQAnn/jzwQklETLl2vdubfPtdEaHNkMl9F57eFs0RKZ5fuxHNNc1nbl+m
+UtferfROn0nmFY/2/nltfmPngvYk1jYKaVjQ9cB7z6LeSZOVIn0jUwurWnUbOIptCzpBMRShlFfX
+//336tM4QeWGbXt0bFhBdRWa+jrwv38vPXqnMK7RpFMPN9tyBWxImhodLDl37d6LDzKRSZXajs5u
+zWuZ4HsfAAAAgDQR9vFxAfNGr3ugqKf2PYNW0BXP/nPVFecJJx9umLii/0XvpkUZ9yXeXD5p0xMF
+Y9Ft7Z8zHUrqT1MAKNsSJQf+jeGIiNF37t6haMbL061Tr5aQomVExMW+jeUon7CP2CqduzcTnb0o
+45Uvjhy4sdK5TYnLxlIjT671nL/uYNDb1KwzFDMCQ0txh37DZ3iOzTqgSOrRIRbuu+OzzWlMJJNM
+tBJMzLqUKTfYP2ZXz1L6hfPNtfFxd6/KQ46mEGM0cO/Vrv9+//Oex8k8EREjqNBq3uGjXi0++U/s
+8dPmuwmqfTCiqp1XHT8wWZz12kB+eWodV98IJZFOqzUPL4yR7/ccNf2Py6+/HFuGNarZeeLq9Qvc
+a+UzKCUAAABAqafmsI+LvbS43/fr76Xy6pvbD7SNqO6YvQffdOu55PqygRMcL21zr1I0g0EpXx8a
+P2hFsMys9cLDe0bZ4hQDgBIp9ebJc+85IiKRg6tz+aIZ7YCXyWRpqQhjaGRQgI2yVZ1d6ggu3lOQ
+MurMybuKNvn0/NUyn24u79lt3oVYLoeciohXJr4K8t8QU819VCsLfFuogzxk1Q9H7qQlfUTEK99f
+XvLTrEojn81NT/qIiJe/Ojl7pE/bG/Ma5tpGj099sLHviGmnYpSZDi7PJTz/b3nfwJvLT/jPbGKU
+b4m416d91p1+o1Q9Etr1nz/SyfBr3hoAAACA9lHnpXtK4OoefX859zKVJyJ58MJGwoVExJgMOfL2
+zx46CWHn9275Y/POW9/tebyprTAuaOdi7/X7JA/fi6o37zdzzcpRjU0YImXMtf8tW7b50OVH71nL
+pr2nLF8xrnmmX0Kp0bf8t//xx7ZjVVa/2NtH+cR/1cIVO8+ERivK27X5fpL3/KGOppgUROMYM2fv
+E6dMf+w3Z8fgDuw2/w0Da3/rbfjkJ3vG9x69K6pqr3UH/xzf2BhHGQBKJsW9swGqAEJQvWVLq6K5
+GcJFnT9zX0FERGyFhg5WBenrKLRv3aICe+8tR4pn586HKZvWKTk9JD+d9/xhvirpYwSmdh37923f
+pE7V8vp8kjTmxcOgqwGnA4KjU3J8qaC68w9DBemZFHFvbx4+9TCBJxJU/q53J7uscRCj37J6yamY
+wiqy2uBTH955Zttr/oz+9dhnR9et+ufeJ56Ukf+bMJ8EFs7jZ41oXenTjW1LfrsQreRTQ3btCZq9
+3CmXS1Rl2OZxs1/EKEmvaou+P/ZqYVuBiXt2/ejeA1deJvM89+685/dT6gVu7V4hnwsB7t2VnWvX
+hKr+LEi3c73pI5wMcfEAAAAApYM6wz69JpOPP5kguzjVvusfUUyj+devetYXEMNwzw9N6b74z5OP
+4pQ8sZbf8bJnu0d0m3BSaWWpr8Onvn8m2TK20yvBrSM/JG4f0m3yGYWNjamR8FXUswvbJnV9Ibh1
+YkxNloiUEccW/7Js24Hrr1J5YgwH8glBK/p29LwYz7JKpZJPvHNs7fCAgHuHz6xqn98FIBQ/xsRp
+mv9N8fIRw38d3OxO0L4zKzt8dfsV/t2JaR0HrX9coceyM1umt8G0LwBQcvGxQYHPlUREjG59sV2R
+tDpLDN04dpEkiSciRmg72MOlYLdXRPYO9kJ6KyNSPLhxO4HqmBRFYdSAf3tg7Y4wBU/EiGoP+ydg
+S+9qWa925LF3j21ZuT0l+/eF0HH0736jM6x5cfLFMw8TlEQCu8Frt0+oXqYmJi7C2hDaT93796Km
+ukTU31knvNHcGzKe53nWcsi2Y791N2GIBnQ2j7L98UAcpwi/fuM155RL0q2MjnxJrHn7pf/um+X0
+uZf7uBlzJq3u33XOmXccr4jYOX3psHZrWut/wzsHAAAAKNHUes3KinT19PR0hAwRMaxQR09PT09P
+V9fApqv3wTvXV7TWY4hI/nzv1PlB7XY/ef3sbsjTF3c29ajMEhd7avUvs4aPO9Vsy8M3L+4Hh0aE
+B8xuasBwced9Nt9S3ZUVWLadtePizW19K7JExMWdnTv5XOttoe+TZUnRN7ePaGjIEJ9wx3fYtKPv
+c+zUA2onrNz2l+MhN7YPMX3+4AP39dvhYu+HVRy+KzD48CwkfQBQsslDg0LlPBGRwKq+XeFnFOcV
+stSUlJSUlOTEj+8i71069Nu0ruLmk0+85YiIMXKcseWXFgVsSs1a2NeryBIR8cl3gx7KC10WTUkN
+vHAtkSciEjlPXdwrW9JHRCLzRn08dx9f5KytfXj56M0d9Jivod97b4KmS58DQRW3Tp+H0hXUcnOx
+Vn1bMwaturimzUHDmLVycRASESke33+syGNjrEWf9bu+JH1ERIxp0xl/rutjwRIRr3i63edwLC72
+AAAAoOzSihvU+iYmuro2zZtWYYn4FJn9VD+fYc1Ug+gY2I9c4FFXSKR4djNhyN/7ZneoYcAQEVu+
+9dSfnXUYUkQE3nqryol0DA2EwkrNv6slICLZnTD7jf6/9rY3EzI6Fk09Nh/f0KMiS6R8/c8Kv2dE
+pNTc+4UMGBOHn9afOzCx5jeEdIK6Uw+dXvtDffTdBYCSjv8QHh6n+lITVLWyLPQnoyJogdhIX19f
+X9/AyNTCumGbvpN8TjxL4okRmDUavO7smaVtCj67r6BqjaqqEnCvwyJy7vWqhfj46GhV1sfoV61u
+rhUXOiCwqvmlgy9btUbaDDGCqjVrpIfPbMXqVfUYIuKl0TF5nG/CusNn9a2c7TxmKvedMayOkIiI
+/3hm/8kPSPsAAACgzNKea2DGwNCAIWKM6zlmGr9NWKtuLQERCWo6NauUobiMqZWVCUPESz/EZbic
+Y3R0dBgi0mv781iHDHO5Cax+9PrZXkjEy26fOENEb76hJRkUNZb9pjORFaA9HwCUCspXka9UN6MY
+3cpVimjQCcawTt+VAY9u75r4XaHGSxBUtqys+nTl5VEv3pSUm2SMnp6e6m3ySY/uh5eUYpdyjKnZ
+lzGTWRPTcmza4vIZhlJmjU2MGSLiuQ+xcblepgmsunQX5zg5tE7j7p2qCYiI+MSrksDUIio7AAAA
+QImjRXPrCXIJbHT1dBkiIp7PcotWJBIREZ+aIivQvVtRwx5day6/90ShePqQiJ4pqZr2RJ0AAABE
+fPzHeNV3GmNoXFSzBfCJTw7O6njz31G/rl8ypGEhGkHrGhmJGErhifh4aXyJaSdlUK++jfDIQwWR
+PGj12EWNd87taPWts0CpG2Mx+K/n3VK+os4Z/QraOKcso2+g/+XME+nrCRginhh9wwxzQzN6ny/5
+ZKmpub13RlfcrFEu3a9FDZs0FDERSp64uPuhL5WdbXO/Fyh08L4r9y78OwEAAAAoAbQo7CPmK3/V
+ZA0BcyOsU7+ukJ4ouMQEIkpEyz4AANAyfEpyWsDzpX1aYQibLn0gX0pExMsTpe9ePgw8f3j7b1uO
+P4pPeSn5bVjLyyGHTq3uULGAG1ZlL594Ij4lKbnEhH1Ch4E/OqyZH5TKE/desqhz7Y12Ll26tndz
+bvldM0c7S6MS0RacNTSvqo2h3VdiWIEw4x1WgUh1AcoIhYIMYZ9AKFQ9kslkuW2KtbSpkWt2a1jD
+phJLkUoiLioyiqM8wj4AAACAUqxMtW3TNzPVZYhYA0MiMixTbx0AAEoEofDzXTiFIq8pCvLFiAzN
+LO1a9hq36sjtoD3D6+kxRHzCHd9Bw/4XUdC7XbxCoUiL+IQibZ3KIgfChtO2LmpTPu17npe/f3h2
+95o5I9zbNKhmamLZqP3gOX+cC0/SbBnLGpbNlDCzDJvlH5nW4jkll1u4zBp/7gOcA6acSTnVJjjp
+Bylu6wIAAEBZVaYSLy41RU5EAhtbIrLGzV4AANAyaePXEhGfnPQ1nThzol974O/7FjjpM0TEvT+1
+eGVAAYMuLjk5Nb1c+kXUqVgt9B1nnbh+8Bd3e1NBpmLzysQ3oef2rBjboaHjwC2hCPxKos99fXPC
+6OrppP0BKWRyhH0AAABQVmlTN94ixXHZ7glzryOjFDwJ67q5EmHAPgAA0DqsRRULlsKURHxCbGwy
+UY7zEBSeTv3R4zsuvXkkgSdl1NGD133btc1/y9yHd7FK1XepwKKKRQm7R6Zv6774cK+5UbfOnjx3
++frNm9ev3Xz4NvnztQGf+GTfuO66FoE73C20MsVUxr+OiEn6iriXNapsU9lIK99TEUlJyXU8vwwD
+OTMCkRBXegAAAFBWaSDsU03Ewctk8mIc/ofn4j8m8JRxvCM+5mJAqJwxdBn5U0MqxTEnAACUWALL
+GtV0GJLzxCujX0UryaSIIjbGxMGxluBIiIKIe3f/3huubY18kxDuTVS0qm0Ua1TdqoimBlYvxqBa
+s54jm/UcSUR8SnTImf1+69duPReRzBPxypd/Ldg4rbu3gxZeEfDv/hpaf8zZr5hPVs99z7vDPxgV
+fZG0BRcvjeeIcv7DyDDDjYmpSUk8ZQEAAACKgvpverKm5U1ZImXkzcA3HFFS8JpJPqEKIpKlyoiI
+5FnHZFYqlZn+n47jOMo1NZTfOnU2NuPy5MDffM8m6jeZuWpULdzqBQAAraRr16C2KsZQhj8J+6ZR
++zJjRDqitOyD/xT/qSC325KfP32p+uYV2jWsq5FEjEmfu4vPdQy3Am9Lr7K4x8R1p0MuLnE1Y4mI
+ePmjU6fDlfm9ELQK9yYsIjm3JxMjI96qAmqBpVXVEtYYFQAAAKDIqCekIrMAACAASURBVD/2Eti2
+blVFQHzi2clOjq2aNhzyuOOQBkLiPz5+9EpJxMeHPY/JOMiKPOxJuJKIlC/DIjPGgHzs87CPPBH3
+9unT+Gy/ABj+49Fp3/9y9OknjohS31xeN3jA6me1R/x5YF5T/eJ+iwAAAF9HaNvYQTX9ACd9cO9F
+0QVRipfhUWlbYwyNCtLNU/E09IFq2EBBJUfH6pq4T8boG6QNFcgnfEoomv4ATLmmM5aPqq3KLrlX
+kVH5DOym6o9ARCSXF2H4WkJpQW3wqcGBd+U5PycPDbqrugPMlqvfsAbCPgAAACirNHDtrufmvXtp
+P4dKBjoMW6nbuqO/dU05uWLC9x0mH/3EE/GpF+Z17jV6xqbLccqoEysmDWnfc8VdOREpnvj0cR04
+YZF/mOLjtc0zR3ZtO+NsEk/EJxyb5OY+dtl/LzNdruu7r987QLqpXyOr6tWr2nw35qjR8L23rm3p
+W0MLO+sAAACk0fvO5TvVGBSKB4F3Eotqs4kXD596l9Yn18S2TuX8v/752KDAMCUREWPcoo2jRibj
+ZcyqVTVSRZ9xTx5HF9V8CwJziwqfJ4Nl86kJ1tjEOG1619i379Q24wNT+eczKfzXSC7OPrwaqo3M
+lC9PHL8ty+kZ2Z3/TqkibUb/Oxcnvby3I7++pJNT0zTN2nlfySVBBAAAACh5NBF9MRWcZ+0PnpVh
+SZfZG7rM3pB9zS6z13eZvX5XtuU1f17V4udV2/LcicC8xdiNJ8d+a2FLK4lE4uLiIhaLTU1NNV0W
+gLJK8dRvcI9pp7j2q479NVIznSRB+zDmbTs1EZ28JOP5hGsXbsn65zOTBhcdJIm2aiOumMcZxH8I
+mD9jR1qXXNa0bZcWuvkXJPGaJDCVJyJGv0Unl3KFeAtFSCR2EuvsPJfCk/zmvoNh46bWzr+xFp8U
+81ZhXrlcrikeH3v10gNVsCOwrm2T9xYF1WtZ6zAhCp6U4RcvRiidClCC0ks7akPxZPvK/ZMP/Fgl
+c/tUPubwGr8nCiIixrht/64V82m+ysdHhgQFpfX6Zco3lGLyXgAAACg1MHpdGSWRSNzc3MzMzMzM
+zNzc3Ly9vf39/YODgzVdLoAyhHt5fPvhx1Lp0yPbjoRh2DD4jK3etUdjEUNEXPT5MyH59ZXkXh4Y
+52RTp+0I7+2n78dma+/EJTw/tfqH1j1976p65DI69UZP6WGWfy/elOunL8bzRMTotezZyVxDUx2w
+VXr0b2PIEBGffNV78KwjzxLz7czLhW3pUduhr+f288/ic4hvEu5tGeN5XPXWdJt071w1nyshkxZt
+xCKGiHjZjVXj11yLLdN9ebWjNrh3/lOGLL8Rl+Fc4ONv+wyddEAV3QlshkzpVwnTcwAAAEDZhaYk
+ZUtERESWJVKpVCKRSCSS9CWurq5isbhGjRpisdjV1VWNpQMoW9jq3Tx6bQo5oWzn0SOfxkUakBh8
+NtiyXSsL/F5WP0GtfoOaL7hxMYVXPDt29O7iZo3z+67mE8MDtnsFbPdmdctb129oZ2VR3tRIKI+P
+iXx4O+jh2+T0uS0Y42Zzts1rnk/3RiKi1GtH/nujJCLGqO0P7pYauzXIVhvsNX7DhZWhqTz38cba
+3nU3mVlWMdNNK49uR5/ATT0Msr1KKb13aNmIwysmVnV0cXVu3qRejcrlDZmkdxGhl4/+fehaVApP
+RIyo1nCvUbb5/e2xNQeN7bb0+uH3HHExp+e0tlprJ25obW4oUpWBMXCdu3OKk0Z6OWuAFtSGoJJV
+FenLqHPzXBse6/uje8s6FZi45zeO7tl3+UUyT0SMwGrwmgVuhoXfMj7tAAAAoNQofWGfQqEkIl4p
+k6GhTHbW1taqf7i7u1tbWwcHBwcHB0ul0ozrZMn+xGKxtbW1WCxGt1+AIiasM3zf0+GaLkWO+Oj9
+3otfLnJrZaF1KWRZwFoPGNFxwaWjH3nF44MHgxc0blrA8ITnUt+H3ZaE3c7pSUanaocFf+3xbF6Q
+Ed2SL+0/8kpJRKx5j+G9NdpGyqDFokPborqM2vsshSeeS/kQFf7h83N6bz7l0fWS55Kigk7sDjqx
+O/tzjI5VT99Dazqa5v/WmCo/bNh+7fng3+9+4onnkt8+uPb2wZdnyxl7lKXun5qvDUGt0et7nR05
+V/Lh1bU9K6/tyVw81txl8f7fehXgNgX/ISLy4+cYnDVzdmtcVhJbAAAAKANKXTfelPDnL5VEpAx7
+8rxM97TJh1gs9vHxCQgIiIuLCw8PP3z4sJeXlyoBzLJmcHCwv7+/l5cXuv0ClBlJ131Wn8o+zzmo
+C1Opz/iB1QVEpHiyZ8fl5LzWFTYYs23nyikDXOtXNhDkmHAwjL6l04Bf9twMPTHPuWD9cT+e3HHg
+lZKIhLV/Gt+tAIFYsdKpPXjX7dsHlozs0timorEum09xBDYDlvp6enQWVzPKqUIYgUmdTpO2XAo6
+NLahfsEKwFr23Hg99Nxmz6FdnOpWNTMQsUwZbgSm8dpg9B2mHz2/ZWRTc2HGHTOsYc1Os/Zd/W+u
+k3FBCpRwVXIzVfUpx4jsx8wbUKUMH1QAAAAobUpPyz4+7tLGRX6nzh87+VJJRPKQpd3cHnZv22/a
+gr5lejDtArC2tra2tnZ3d1c9lEqlqhZ/ISEhqn9kXBndfgFKOz4uYN7odQ8U9TRdkDLNqN2U8c12
+zrmeony5b+u/i1z7lc81iNCv0fqHma1/mEkkl0Y8uP/4eVjkq1hpQmKqUqBXztzSuk6jps3qWxoU
+4uYe92r/lqOxHBFj5DJ5QvMCTOZR7Bjjen08t/bxLNDKhradxy3pPG4JyaUR90LuPXoa8eZDfGIq
+r2tsblnTvnFzJ3uLwr8n/Rpuo5e4jV5S6BeWSgWuDZPBR5IHZ1+s233nB25ntsXCZsseyZcVYP+M
+scOIrTcHLbh1PuDGwyipTGhiaStu7dbS1rTAV3yy2wFXPqmyPrZCT8/JTbXhPAcAAAAoIqUn7GPM
+nCf4OE/QdDFKAVNTU1dX14yxXZbsD91+1YH7+PjUrj9+/2PPyz6nAxeJuZfnNi5asvloYJTCwrHX
+tDVrxzlpuq0NlE5c7KXF/b5ffy+VR482zRLUHT1v0G/uflHK2MM+fs96T893bDkikam1Qytrh1bf
+uGt58B/rzibwRIJaw+cPtVZfF4D0BmI8X1TLrR1drB1dim/7WZfzpa49rBoqrVDLiejKdBJMJ55n
+DKo36/5Ts+75rZ8j5eMLl94oiYgYnYbj5vXD8KQAAABQqpS6brxQDMRi8bBhw0pxt1+JRLJjxw5N
+lyJd4p2ds39q6yDuNtH32P04BXHvL/3axan7wn8j5AyfEhd22W9SN49dr8rSIFFaIvnJofn9m9e1
+sa5R2USXZRiGYQQWo07JiEhxf8/s0f2cquiwDMMwep22vFX93uQijy0eM6CVlT7LMAyj3/PPjEk5
+F//k1KbpvR0q1Zl6WU5E/MeLK/s3q5K2aYbVs2473PtI+OfhRxWhu2Z6uFrpsqyostMP664nqhbz
+n+7v9x7aQVyrerUqZkZGFawatRvqfeBBQsYfvNzHxyc2TO3ZwMJxQbCCSPbynM+otnaVjI0q1HIe
+vvGm9PO6KYGrOzXu4H3hPUdE8uCFjYQMwzCs6U/HUouzYiFHjGnXX+a4GjPEp9zY4BOQoK798rFH
+Vm15oOCJNe+xYLbzV0xz8HVUSZnqv4zdQkvW8lJG2ypZpdUaUhZ4O7ng3ly68EhBRMRW7O05UYyb
+GwAAAFDK8LlIb9gVEBCQ2zpQ4nh5eakOq5eXV1FtMy4uLiAgwMfHZ9iwYWKxON9TztXVdcqUKaro
+sKjK8I1U1TJs2LC4uLhCvTAgIKDI65PnuaSERE4Ztra1DkMksOk6sGu7n7dce5PK87zy3ZmJ9iKG
+SOjgFSIvul2WJpcuXVIdlDlz5hTldhVPNnepbNl19fV3cp7nlR8fHpjW3IxlK448mZq+Tsq1mXWF
+RKTbcXM0l+G1qTdm2wmJSK/HzrQzLCnEb2zHOiaqAcUE1lMuyT6vq3x9YLCVgIgYvZ67pFlLIb+z
+oKGBg+eNxLTH3Nv/JjQwYI2bzz33WsbzyviHezzq6jDEmnfdGqbkeZ5PuL1j1hCXGnoMEZGwwfyg
+6IuL21bWM65iU7OSoYAhItbcfWeUMm3vspTk5PhTY6oJiISN5t9KSE5OTk5JkSm/oebSP3a0508+
+u6/+rvxqEomkAGulBM4X6zJEjEGr1Y8URV6InHc5r6GIIWKMnNc8VNunTPYaJkr7r4QuLwW0pzKJ
+eKJLRKrGrTqt1jxXftV2MpD+8305hogY3caLQmR5rAgAAAClX8GuzAtB/T8usis93XhBU0pBt19V
+k8MdO3YEBwf7+fkVJLIsToy+oQFRVXs7U+ZyDB+X0Mj7+JymquHGWfO2U0Y02zz9qvxx4O2PfKMK
+6HekLoknly04q/9DwKTvzIVExJaz67vqYFKYeGbGlXRs69US0ONscwOJbGytBfQow3K92u7Ljg0c
+v8ql8fybskzrslV6L5rhfGiyJEkR9iRMQY4ZP6W5FwEBMZ1mTm5moHosu7x0/O/3kkRdRk1zqyIi
+ImO7Qavm7z8wxD/2zJZ/nnjMsRMY2PVbuHPIGEcXu+mXZXxi0KrhV00GHg4/0byyDhd7dopL1w0P
+Yo+v3Xbvh4WNhESsSFdPxOoIGSJiWKGOnp4exjzVJN2ms/73P91jT+U8q/8qhqtbpdib4yvfxJTv
+57mgD6PfsP94O7VdI2S/JMrtIqmkLC8FtOugyGlqHfKN+KbtfJF6K+BqAk/EVuo3b3xDNOsDAACA
+UgdhHxQ9sVicMS+LiIjImP1FRERkXFm10N/fX/XQ1NRUNdGHasYP9eRu6f2Lg4OD3dzcVK0U1bDf
+PDF6+noMEVPNpYs4w8SCbFXbWgbMVSkn/fCRJ4R96qJ4fuv2e8W7+/ffcq2qpeUtrOX3U3/csCfD
+WoxAkNtsqFkWMwamJkT6LZqYMzdfZ1mZtf5xbHfvi/veP9yz85qno7Pel1KE/vnnix7Len0eXIqP
+f/L4tZIYkVCYPiklY9LAwUbgf1f5+sVrJdkJkB2XcEaNf5zXWI37E1h3nbagqxp3CKABuu1+j1L+
+rulSAAAAABQbhH1Q7L59tl9ra2sHB4dimu1XKpVmzB+lUqmHh0dISIiPj0+R76tQWDbHNjyMvoE+
+Q1I+NTW19DYo0T6sgaEBwyecnd17kvHOZQPtVWmZXothU6MFX9/WijEwMswhYGPK9xgzsPrBjZER
+ezef8Grd+/NcLClX/rdHNnBPO6P0FSt0nzq3P/OwweQuJl9erYqJKTU1wzh7yI4BAAAAAADKCoR9
+oG5f0e0340NVn19Vt19VjPiN5clx2hBfX1+JRHL48OFv3/5Xy3VgcdXyUtx3TBuxNj37t/C+flF6
+a+OPjgfXDZriOXtM93omIoeB/b9hq4xQKGCIsh9KfefRHg22eIfEHtm873Wv0VVZIqKPJ7cdthh2
+rkmGHmdMpY4L/+mY9kAWc/vojq3/23sy8KmCiMk8VgSyYwAAAAAAgDICYR9oXqG6/UZERERERBRh
+t9/c5ggODg52dHT08/NLb5MIZZmgzsS9+6IHeay5/FYWfWPnHPc9Kxv1m7li+dRONXS/Zbu5RLrC
+Bh4/t1k1/lxiwJadj0Z42guIf3No23mHESttcxhDL/H5f78vXbb5stBt5MRlJyed7SOeeS3LwIHI
+jgGgJBO19glXaLjBPQAAAECJgbAPtI6au/2GhITk9pRUKu3du7dq7uCvey9QigiqdlkecK/fn0vn
+Ld58JjxJ8SHkb8+uZ054HT36S0uTIu8Ay1Yf8HOPBQF/xwZv33p1mo+z6Pne7XfbTd9TJcueuNhL
+q0cMW3TNcvzWU8G9auoTcc/PFXVhAAAAAAAAoORA2Afarri7/ebWsi+dNnTpBS0hMG/qsfbUj9Mv
+bvWa4eV3K1b5/pL3kPmtQ9e7qabHzbX9XJpCtJ9jynf/eaDV/g0R4Xu3nFz4XXW/nTF9NnY2ybxS
+wtWFnbsuCaky/tS/y9uWw5B7AAAAAAAAgLAPSqCi7fabb9hHn7v0Hj58uDhmCIGSgIvYseJyu9mD
+q7NEpFO1zfitV3r1mNR5wOb7KZFH/W+tcWsjIiLS0ddjGSJeJpPxOXTR5TmlMqflOdNvPXp4o80L
+77zz/2Nne+u/dQYfaamXaQXuxc75a24nsFZd+zsj6QMAAAAAAAAiQtgHpUCWbr9EJJFIVPFfRERE
+loZ+2bv9FpBUKnVzc/Py8lq4cOE3F7kg+NRUGU/EKJXKzE9wSo6IeFmqDMOsqQ+f+vak38H+P0yp
+9XmeC1G1niu83f/5/u94pZL7vJrArIIpQ0nK8CdhCqquk7Y0+aH/8XsKIuKTk5ILHvaRsP6w0a4r
+xp1JPDNvglmLlbftswzXp3j24HEqT/Qp5l0K0ed5O3i5XMET8Qq54mvPEIFAQES8TCbHOQYAAAAA
+AFDS5Dg/I0DJ5urqOmXKFD8/v4CAAJ7n79y54+fn5+Xl5erqampq+i1b9vLycnNzy9JxuFhwbx8+
+fM8TKaOfPovPkLhwMc+ef+SJlFGPnyQUeykgg5QrK2btjsw474WOoZEOw1ZwbSf+fNtEZO/YQJch
+5cu9C389HZ6oVH4KD9g0uuPPElEllogUD69cfSdLksbLVKvzstRUnoiX55LcstUG/NzTnOW5ZJ22
+I/tXz/p5LbCoYiEg4uL8vWYeCkshkr299Zdnr76r7imI+ORXUe+Sn+/z+v2WIj07pgJlx6xpeVOW
+SBl5M/ANR5QUvGaST2iWCT8AAAAAAABAS+Xfsm/q1KnfmI9op7LZH/MrWrSVAundflWN8lQdey9c
+uBAcHHz+/Pn4+PhCbU0ikdjY2BRnl17lk4OLfHcd/utiKk9E0kPj2/eTdOgx2ss9+c9lf/7379+S
+FJ6IpAfGd+h/se+wWbO6ZguBoFhw0Yd/dunxdO3qaT3qm4lkr88uWrT/Y80fdy7tafq5rR5Tue/4
+AUvO7Xzx/sLiTrWWCAXE6TUcu/f44nejD+wj4qL/Hto0sv/ExStmtK3MEv/h4cNojojeP34Uw7Wt
+lv04Mmbdxgyy3rdR3n9UjwrZGgQK6g0Y7rx60vmPyaGb+9n+Wa4ckyxoOHaz3xLeZdx/KTLJFLuq
+tv23ndkmJO5lxuy4SfnPm8qcHTukfdILbFu3qiIIfpF4drKT459VE+IbrwuYhmbgAPCVuHBfF7up
+l2XZnxHUnnHpwaoWouzPAAAAAMA3yP/3W0FGNCuJymbsBfS5268qqnNzc/uWLr0uLi5FXjwiQZ2+
+3pv6em/K/szPK1r+vOKPYtglFAyfEnny176nluqaVLYoZ1ClSe91V+YOaWyWIaRjKvTceGKX2fRf
+914OTzap6zJgyqIFP4nLvd/O6FdvPXD0+Amj+jStpEOkfH540drdh/8+lcwTUYrEs7P73T4/TVvY
+r06Wrrp6rUYPb3IxaaSrQQ7lEdiO+8s/adLM9f/efS+qYt9l+PylM7rU0HmrO3LrzR0vKrWbsGbj
+vPYJhxeOK2R2rOfmvXvp24lrT4QxbKVu63Z7djfHkIAAAAAAAAAlBBprQJn2LVm2l5dXxnlCoFQT
+1J19Qza7QKsa2A9ae2LQ2kzLzIf/Gzc80/Zq9V6wsfeCjQXYc/15N+7k+ixr4Trr78BZmRdW6v5b
+0Lvf0h9+RXbMVHCetT94Vo7PAZQlfMyFzZsDotO7vwuqdhg3slX2draQF8bYvsuQobXSBwPgEx6c
+PBwYw+X1mmLGRZ5cv/O6lCMSWHedPNQJcxwBAABA6ZJr2Ofj45P3wGQlvRtsGW/ZZ21trekiaF5E
+RMS3jL4nFotr165dWpu+AgAAcW8vbF7sHSz//FjkpN9/eKsKgrxeA1kx5h09t3X88pgLW9vmWGBM
+Dt161UYZecJ30fpIJZGOq/mwnxD2AQAAQCmTa9hX6psslfSwEr7dV+R0pqamrq6uvXr1cnV1tba2
+lkgkBw4cKI6yAQAAAAAAAAB8BXTjhbIrJCSkgGuKxeL0jK84SwQAAAAAAAAA8E0Q9kHZlXfLviyN
++NRVKAAAAAAAAACAr4ewD8quHMM+NOIDANBiqdEhFy/cfBD5LpHXr1DdrnEr5yY1jNjc15fHPbt1
+NfDes6h3n1IZ3XLmVWvaN27e1M5cV31FLi6FrYp0yrjHF89cCA57lywwqWbfon27JpZ6xV7aoqWQ
+hgVdD7z3LOqdNFkp0jcytbCqVbeBo9i2go6miwYAAACgBRD2QRkllUojIiJU/0YjPgAALcK92tSh
+5vjz6RM4CGrPuPRglVPcpd9mTFny151YBZ++KsMa1nCbvu0fr3ZZp8jlP4b+vWLh8q3/hsbK+EzP
+MEIT23ZDpy/0HN6iUtbLoNQD/U2/35+SW8nkN+fYCedkWajbedvL/0ZUTN8/F+7rYjf1cnrxhfae
+10OWNPmyK+Wz1a3tZ15Pn/ZD2HDBrdveDjldkn1LVcivTKvr4hOePpWwXq/dbw91uef78/CFBx8n
+pL+Q0bF0nbbtz8VdqpWIa8LUyJNrPeevOxj0NpXP8hQjMLQUd+g3fIbn2FYWmU+H1KNDLNx3x2d9
+BRHJJBOtBBOzLmXKDfaP2dWzFETCAAAAUDaViAs7gKIXHByMRnwAACWEMvIfjy5Ddz/LGvDwXGLE
+xVNB7xe0yzhFLh9/e8OwfjP9w7PlQUREvOLjk1Prx5z9e6/nX/u92lYsSGM4LVK4qsgkNWRVrx6e
+lz9ymV4nex2wom93/szl5a2MiqnMReXTzeU9u827EMvldFyJVya+CvLfEFPNfVQrC1Hxl4Z7fdpn
+3ek3aWmq0K7//JFOhsW/WwAAAID8IeyDMsrV1fXOnTuaLgUAAORP+XzzyK17ssVbuUi991u/TlPP
+xHJ5rsUrYy782qsbf/rc4hbGRVFI9ShcVWTCRf05Z8mVjzlVC598d92MTcMuz7LLLSfUBp/Oe/4w
+X5X0MQJTu479+7ZvUqdqeX0+SRrz4mHQ1YDTAcHRObfKFFR3/mGoIDm91ri3Nw+fepjAEwkqf9e7
+k13WjI7Rb1k936rg3l3ZuXZNqEL1SLdzvekjnAyZvF8DAAAAoBYI+wAAAECbcZFH90YoCxhvJd9c
+PHj22YxJH8MaWjZyamxjyn98EXor5EV8et9XPuHWCo8F7W/5uGh7k7bPClUVWciCLlwlIkanXCUL
+/cS3MZ/kGbbDp9zatTd02iKx1l4Y8m8PrN0RpuCJGFHtYf8EbOmdrd+xPPbusS0rt6dkj+mEjqN/
+9xudYc2Lky+eeZigJBLYDV67fUL1Eta8EwAAACBvuLgBAAAAbcZzSo4nYgxsOk7yPXj5wcvY+E/S
+mJePrh3dMn9Qk0wdNrnw/83xvZvyZUA6kVWvtZfDI+6cP3ro0LFzt8Je3PEbVk8/vfkVL3+y1XtH
+eHo0qNN146PwL56dnGqfMVESOcw+9zw8i8c7B2QdMLDYFKIqcsKauy0KiIx98zI6NvzkjGZGGYut
+eHLpSnTerSE1KjXwwrVEnohI5Dx1ca+cRhgUmTfq47n7+CJnNfThBQAAANBmWnsDFwAAACANW7nL
+2v/+meRo/DmfMjYyqVitbvMeIyZdP/nENO3epSL4f39cSswQ9dlP+WvPlBZfOmmyJg2Gbv47MrSZ
+V1DatB180uWdfz8eO7eegIiIMahYw7pi+urKT6Y6mXI8XbOqNaytNdvXtWBVkdMLTbuu3DXPpTJL
+RDpVO3ovHfxP5z9epk/goQx7/FxJ1bT0NjAfHx2tOrKMftXq5lpaSgAAAADtgIslAAAA0G5slYEb
+/swQb2V8yrx515Zpc68q7h85+liR/hSj22b8pObZpkzQafDTYKcvbb94Reg5iTY3acusgFWRA8ak
+87C+Vb9c+Bk4OTfJGGVyH2I/aG81MHp6eqrC8kmP7n+ZYxgAAAAAskPYBwAAAFpNYD1gbA/zfLvK
+8u9vXn+SIQUS2LZqWTmHCx3Wsm6dcl+W8/L7IQ8V2VfTSgWsipwI7Zo4ZBqbUM+ikkmGLfEKmVx7
+wz4yqFffRtUfRR60euyi0y9ynopDjYQO3nfl/GcpJ0ZUxOwcAAAAoCUQ9gEAAIA2Y3Qdm4t18l9P
+8fzxc0WGSScUoYvEIiYHul23Z5zBg5O+ep1U9MUuDgWtipyw5c3LZ0qjGJFO5k7KxH/d1B9qIXQY
++KODLkNExL2XLOpcu5p9hyEzVmw/cun+6wQ09AMAAADICGEfAAAAaDPGtKJ5QQIuLvZt7Fc1TeMS
+ExK1uE1bBgWtihxfKxSJSnLTM2HDaVsXtSmfduXKy98/PLt7zZwR7m0aVDM1sWzUfvCcP86Fl5DQ
+FgAAAKB4IewDAAAAbcbo6esVJKXiU1NTv65pmlJRQpqGFbQqSid9x1knrh/8xd3eVJCpEnhl4pvQ
+c3tWjO3Q0HHgllAEfgAAAFDmIewDAIA0UqlUIpFouhQAWbGCAl2uMKKS3XStIApYFaWWvq374sP3
+XkXcOLJ12cwRvV3qV9ZnvxxzPvHJvnHdx/rHaHF3ZAAAAAA1KNuXjAAAkIGHh4ebm5uHh4dUKtV0
+WQAKjS1vXj7jdY1u+01RMnkBJAVMtFLnBZFCXlLmA9FOjEG1Zj1Hzlm57ZDk3usPr24fXT+pvbV+
+2ly9ypd/Ldh4FxUMAAAAZRrCPgAAICLy9/f39/cnoh07dtjY2Kj+DVCCCGxqWwsyPFZGvXzDCAtA
+wObWIJD5mpaCDGXuZCqXyzO1NOM+xH4oGUMEFhMmvVp57lvb4DF6lcU9Jq47HXJxiasZS0TEyx+d
+Oh1eQvplAwAAABQLhH0AAEBSqdTDwyPjw969e7u5uaGJH5QgbOVmzawypH2K56dOPs4/9JHL5Lk+
+JxAKM69bkDZ5Ih1RxodZ5w3hYkJCXpXlsI/RN/jcDC/hU0LR6GU6WwAAIABJREFU9LhlyjWdsXxU
+bdXR4l5FRuVTwQLB5xOlQIcUAAAAoGRB2AcAAOTt7Z0914uIiNBEWQC+lsixR9fqGdI+efD62due
+ynJdn5OG7JnR0XXetdzSPtbE1CTjlZIiPPiuNL90ijU1Ly/M0LaP/xR45e6XPSie7N11RVaWB5Vj
+zKpVNWKJiLi4J4+jiyr3FJhbVEg7WCybz/Uta2xirDpEXOzbd19bAvn1JZ2cmqZp1s77Su6pMQAA
+AIBaIewDACjrJBKJr69v9uU+Pj6mpqbqLw/A19JtOWqko+6XoI17999Et66z99x8k5JxtdTYx5f3
+rR7Xya5G4yFrzkflPoUvY16rpmmGSyX+45GZP87fHXDncVhEusiYhMxpkW5N2xoZuxMrHm+Ztfxi
+tIyITwo7OmvI4uspZTnrIxKJncQ6DBGR/Oa+g2EF6nHLJ8VEx+eVyvGxVy89UKVtAuvaNoI8ViUS
+VK9lrSqBMvzixYiv7PPLx0eGBKULjpCW5faaAAAAoFUQ9gGUTskRZ38b51arxeJQDFwE+cnYgTed
+u7u7u7u7+gsD8C2E9ScsH2WbYU5eXv7q3MrBzatVqGQrbu7cprWTg521uVmles4DZv5++ml8fkPG
+iZq4tDTK2EpP8erUkiFtG9vVsklXd+g/7zNtRli/TUvzjBdY3AfJAtfq5c0tKpjXcfe59alsR31E
+bJUe/dsYMkTEJ1/1HjzryLPEfKuEC9vSo7ZDX8/t55/llPkl3NsyxvN4PE9EjG6T7p2r5nOBa9Ki
+jVjEEBEvu7Fq/JprsejLCwAAAKWJMP9VAKAk4T89+W/ziiVr91x/k8qLxG6aLg9oO29v7+zddU1N
+Tf38/DRRHIBvw5i0W77HO6TjL5fiMkRCPJcU8ywk5lnhN1ehx5hBVkc3Rxbqtom+y08DbHase57x
+Rbwi8f27RCIi1rxFi4qBVx6W4XiJrTbYa/yGCytDU3nu4421vetuMrOsYqabFtDpdvQJ3NTDINur
+lNJ7h5aNOLxiYlVHF1fn5k3q1ahc3pBJehcRevno34euRaXwRMSIag33GmWbd8M+IrbmoLHdll4/
+/J4jLub0nNZWa+3EDa3NDUWqMjAGrnN3TnES5bOVrL5mOhcAAACAYoCwD6BUSbrlt/qMvKZjo6r7
+r79J1XRpQOsFBwd7eXllX44OvFCCGTadc/xsuZEDZx14mlSgNnR5TrlbrsOy3Qse9V18MUZR8AZ5
++s5zV/3o339XZPbXsBZdl3q12t79SoE3VioZtFh0aFtUl1F7n6XwxHMpH6LCP3x+Tu/Npzz6w/Jc
+UlTQid1BJ3Znf47Rserpe2hNR9P8Uzemyg8btl97Pvj3u5944rnktw+uvX3w5dlyxh759snlP0RE
+fvx8gFkzZ7fGhQ0HAQAAAIoJuvEClCoGTYd7z/156ITlk9300MQA8jV16tTsC11dXYcNG6b2sgAU
+GaZc4/H7gu/+u3p0+zqmwpw/CxmRac3mvcYu3S25uNQ5r5CGMWu94PyjYP/1czx6ODvUsixvpCtk
+88wHiYip1PuPk36jmpQXZFiRYU0aDtl0aq9HTdxqJdKpPXjX7dsHlozs0timorEum0+NCmwGLPX1
+9OgsrmYkyGFVRmBSp9OkLZeCDo1tqF+wArCWPTdeDz232XNoF6e6Vc0MRPke1SwSrkpupo33yIjs
+x8wbUAVfuwAAAKAlcLkJUCoZVLQwZihZ08UArebr6yuRSLIsRAde0Dy26rhzqeO+dSsGtbpM39xl
++oYPz+7cCn7w/OXbuAQZr6NvZGRiXtWmdp169nWrGufX2TO9RGb1e05c1nNiYfavbzd4881ec66d
+ORf4JDqBDCvVbuLWsXXtciwRzbgmm1GwHX9DVYharQ1TrM1rBZf1kYr1X7fxIsEY1+vjubWPZ4FW
+NrTtPG5J53FLSC6NuBdy79HTiDcf4hNTeV1jc8ua9o2bO9lb6Ba6BPo13EYvcRu9pNAvJCLZ7YAr
+acMvshV6ek5uWvjdAwAAABQThH0ApRKjo6uj6TKAVouIiPD29s6+fMqUKdbW1movDkBxEZWv7dSx
+tpNmds4a27TqM7KVZnauJdKby/F8US23dnSxdnQpvu1nXc7n1IFb+fjCpTdKIiJGp+G4ef0s0KwP
+AAAAtAfCPoDSiWEK2R8JyhgPDw+pVJploVgsXrhwoUbKAwClUMakrKT/OzPuzaULjxRERGzF3p4T
+xRiuDwAAALQJwj4AgDLH398/ewdeIkIHXgAoMlmSMp7PufVcSVme2aerklsynojRFU/w7G2Ou2sA
+AACgVRD2AQCULVKp1MPDI/tyLy8vsVis/vIAQOmUPSnLLTsrKcu/SL0VcDWBJ2Ir9Zs3viGa9QEA
+AICWQdgHAFC2TJ06NXsHXmtr68mTJ2ukPAAAJY1uu9+jlL9ruhQAAAAAuWA1XQAAAFAfiUSyY8eO
+7Mv9/PxMTU3VXhwAAAAAAAAoYgj7AADKitw68A4bNszV1VXtxQEAAAAAAICih7APAKCs8Pb2joiI
+yLLQ1NTUx8dHE8UBAAAAAACAooewDwCgTAgODvb19c2+HB14AQAAAAAAShOEfQAAZUKOHXjd3d3d
+3d3VXxgAAAAAAAAoJgj7AABKP29v7+Dg4CwL0YEXAAAAAACg9EHYB1BK8bymSwDaIiIiIscOvAsX
+LrS2tlZ7cQAAAAAAAKAYIewDKJV4uULBE/EKuQKhX5nn4eEhlUqzLHR1dZ0yZYpGygMAAAAAAADF
+B2EfQGnEfwgPl/JEXHRYeKKmCwMa5evrK5FIsi9HB14AAAAAAIBSSajpAgBAUeJjz/su/vvWfcmx
+gBSeiH//z8hWHw63ruf284rhjiJNlw7UTSqVent7Z1/u5eUlFovVXx4AAAAAAAAobgj7AEoVxrzt
+1HVtNV0K0BY5duC1trZeuHChRsoDAAAAAAAAxQ3deAEASid/f39/f//sy/38/NRfGAAAAAAAAFAP
+hH0AAKWQVCqdOnVq9uVTpkxxdXVVe3EAAAAAAABATRD2AQCUQt7e3hEREVkWogMvAAAAAABAqYew
+DwCgtJFIJL6+vtmX+/j4mJqaqr88AAAAAAAAoDYI+wAASpscO/C6u7u7u7urvzAAAAAAAACgTgj7
+AABKFW9v7+Dg4CwLTU1NMS8HAAAA/J+9+w5squr/OH5u0tJSVkCmrFQcCAipIk4kxQ0iQQXcNKg4
+HpXE7c8Hm7gRNcG9E9ziICIqPKi9iFuhcYCASoMioIxedldyf3+UZZOWNs24Sd6vfx6fk5t7v7Q9
+afrJ+d4DAMgEhH0AkD78fr/D4QgfLy4upoEXAAAAADIBYR8ApI+IDbxms9lmsyW+GAAAAABA4hH2
+AUCacLvdsizXGaSBFwAAAAAyCmEfAKSDQCDgdDrDx202m9FoTHg5AAAAAIDkIOwDgHRgt9sVRakz
+aDKZiouLk1IPAAAAACApCPsAIOX5fD6fzxc+TgMvAAAAAGQawj4ASG2Kolit1vBxm81mMpkSXw8A
+AAAAIIkI+wAgtUVs4DUajTTwAgAAAEAGIuwDgBQmy7LX6w0f93g8BoMh4eUAAAAAAJKMsA8AUlV9
+DbxFRUVmsznh5QAAAAAAko+wDwBS1fTp0wOBQJ1Bg8HgcrmSUQ4AAAAAIPkI+wAgJfn9fofDET5O
+Ay8AAAAAZLKsZBcApINAICDLcrKrgBBC/PTTT7X/8ccff6T3N+WKK64IHzSZTAaDQVP/8PC1hwAA
+AADS0oIFC5JdAoQQQlJVNdk1AKlKluXCwsJkVwGkhpKSEs3eSVCSpIYPiPnvSt4GAQAAIP0MGzYs
+2SUkX+L/uAjHyj4AABKNt0EAAAAA4oSwD4ie0WiMeNM0jVAUxefz1TZRms1mzS6qiq3Vq1e/+uqr
+Qohjjz02XfMUr9cb3htrNBqLioqSUE2jGY3GZJcAAAAAAOmPNl4gPTmdzn2DSJfLZbPZklcOYsbr
+9Vqt1vDx0tJSk8mU+HrSgxZW2gMAAABIA1r444KVfUC6kWXZarXWWflFDJQeFEWx2+3h4w6Hg28x
+AAAAAEAIoUt2AQBiJhAIjBkzprCwkP1P05XValUUpc6g0WgsLi5OSj0AAAAAAK1hZR+QJpxOp9vt
+Dk+CarHsKw34fD6fzxc+7vF4El8MAAAAAECbCPuAlCfLst1u9/v9DRxjMBgSVg/iob4GXpvNliFb
+rwAAAAAAGoMNOoAUVhsAeb3e/R7JTE91drvd7XbXGTQYDGVlZSS5zaeFe+gCAAAASANa+OOCe/YB
+qcrtdufn5zcm6WPlV6qTZTk86RNCeDwekj4AAAAAwL5o4wVSj9/vt9vtsiwnuxAkSMQGXovFYrFY
+El8MAAAAAEDLWNkHpJLavt2CgoImJX1GozFeBSH+nE5n+A0ZDQYD+3IAAAAAAMKxsg9IGT6fz2q1
+1rffbgMI+1JXIBBwOBzh48XFxTTwAgAAAADCEfYBKSAQCFitVvp2M5DVag0fNJvNNpst8cVksv3e
+ZBcAAAAANII2XkDTFEVxOp35+fnNSfoGDRoUu4qQOG63O+L3nQZeAAAAAEB9WNkHaJcsy1arNRAI
+NPM89HumokAg4HQ6w8cdDgd92QAAAACA+rCyD9CiQCAwZsyYwsLC5id9grAvNdnt9vD7M5pMpuLi
+4qTUAwAAAABICZKqqsmuAcC/OJ1Ot9sdxUYc9WGapxyfzzdmzJjw8dLSUpPJlPh60h635AMAAACQ
+GAn4C502XkBDZFm22+1+vz/ZhSCZFEWJuC+HzWYj6QMAAAAANIywD9CK2tbdGC7oq8X93VKO0+kM
+/zEwGo008AIAAAAA9ot79gFaYTQay8rKbDZbzE8b2xMirmRZdrvd4eMej4d7LwIAAAAA9ouwD9AQ
+g8HgcrlKSkro1sxM9TXwWiwWs9mc8HIAAAAAAKmHsA/QHLPZXFpa6nA4YrKSi5AohUyfPj18/2WD
+weDxeJJRDgAAAAAg9RD2ARpVXFxcWlpKVBcj6tYVi37Z3Iw9j9TypYt+2x67gsL5/X6HwxE+TgMv
+AAAAAKDx2KAD0C6j0VhSUuLz+axWa9Qbd7Rr1y62VaWenb+/d8/V1z267frShYe300d5ktA631XH
+PNfJ/viTt4805sa0vl0iNvCazWaLxRKPy2FfqtqMIBgAAAAAtISVfYDWWSyW5mzckeG3/9ux7NVJ
+xx91zkMrBt529wW99yR96tZfP339ibvtE84eduRhPTq2zcvJysrObdOxZ98hp11om/bmd+uq6pxI
+f/Cl997U9+cHzj5y6LUzf6uIdZ1ut9vv99cZpIEXAAAAANBUEssZgFQhy/K4cePWr1/fpGeVlJRk
+ai9waP2nUyxjH/iqusA28/1pZ3TbZ1Ff9ef2Q83uQFBIupZd+g0ZMuiQHu2zK9avLF34mX/NTlVI
+rfuOn/rqM1cf2Vba94w1az686azxj/6YO/S/77xbfNIBUt1LRicQCBQUFIQv3nS5XDHfnRkAAAAA
+kN5o4wVSSVOTPpG5K/vUcvn2M0dPW1xhnPDWnIfO6BphGbOuw/A733juhpMParP3weo1H991/vj7
+Fm5a9sZ1p29SF875T9/svc/IOnDEIx/M2HTc+FfuOuvM6jn/u+ckQyzyvoht2iaTiaQPAAAAANBU
+tPECKcNut0fxrMzc2yFY5i06/6FF2/V9Jj3rHh0p6RNCtDj6gqtP2TfpE0JkH3iK85X7T20rCRHa
+MP+/t7y6ts7iZ123MY8+e3m+ftt3D4y3vhQINrtUr9cry3L4OA28AAAAAIAoEPYBqcHpdIbf002S
+YtRHmmaCK5+76oY5f4d0B5ztvPPkdvV8kbL6HH1khwiP6XqNn3h6G0kIoW6e/9rsummfkAynFjtH
+ddCF1s22X/V8WbPiPkVRIma4DocjU5dkAgAAAACahbAPSAGBQMDtdoePP/744w13embk3frUje9N
+cX6shIS+z4Qbz+0SMerTHXjSxMk3ntM/8p0MWvcfeHCWEEKoVUt+WFYd9rjU9Tz7Jfl6ESqf77xz
+9qZm3Pg0YgOv0WicPHly9CcFAAAAAGQwwj4gBUSMhMxm8zXXXONyuUpKSlgFtldwxQvT3vk7JERW
+3/EXDcmJfJD+oDFTploL6nlUat22dW1GqG7bui1Slpd73IVjD8kSIrTurWkv/hrl4j5Zln0+X/i4
+x+PJzOZrAAAAAEDzEfYBWufz+Rq+p5vZbC4tLXU4HOEJkdFojHN1mlPzw8szvq9UhdD3PuPMAdHt
+QaRW7KyojfikVq1bRVwamDXozNO664VQK7+b8fKPNU2/hqIoVqs1fNxms2XkekwAAAAAQGwQ9gGa
+Vl8k5HA46gR5xcXFpaWldXKizAv7apa8N3tFjRBCajPk+EHZ+z0+otD6df+EhBBCZB18WJ/IgWEL
+0wlD8iQhRM2y92cvbfraPqfTGQgE6gwaDIbi4uImnwsAAAAAgN0I+wBNczqdEe/pFjESMhqNJSUl
+s2bNytwm0NDahZ8tDwohRNYhA/vlRncSddMvS9eGhBAi67DCwh71vEy2OnxAbQ4YXLZgYe3hjSbL
+csSbMNLACwAAAABoJsI+QLsaiIQaeJbFYikrK6vduGPYsGHxKk6bqn5c9FONKoSQsnvl99BHd5It
+n338bZUqhJQ7ZMJF9XYC63vl99JLQgi1+ufFP4Xv4tGQiDvwWiwWi8XS5GoBAAAAANgHYR+gXREj
+oaKiov3e081gMNRu3JFpbbyhtSt+3RoSQgipXacDWkR1DnXtOzPmblaF0Pe6ZMplh9QfGLbs2LF2
+G4/Q5l9XNGFpn9Pp9Pv9dQZrv2VRFQwAAAAAwF7R3b0eQNw1PxLKwH0egn/9uab29nm6Nm3bRPVh
+xvYvHp72v62qpDdOePy+0w0Rd+eoJbVp20YSG4QQwTV/rAkKY2OuFwgEHA5H+HhxcXGmJbMAAAAA
+gHhgZR+gRfVFQi6Xi3u6NSBUvrG8domd1KpN6waCuvps++re655YXi1aHXXbq66RHRs8g9R69yVC
+m3Zfdr8ibrdiNptr264BAAAAAGgmwj5Ai+qLhIqKihJeSyqp2b6tQq39z+wWTd6KN/jXO/+5aNoP
+lS0Otb40y3l82/2EhVJ2i6zaQ9Sd27Y3Juxzu92yLIePN3wTRgAAAAAAGo+wD9Acr9dLJBSdmurd
+G2VI2VlZTVrZp24suX100cuBrEMnvDTvmXMas7lHVvaePLGmar87dCiK4nQ6w8cdDgcNvAAAAACA
+WCHsA7RFUZSI+3IQCTWGpNv9mqaGQo3fMkOoGxf8d+SYhxeLgdfM/OT5ccbG3c00FAyGX7heVqtV
+UZQ6gyaTqbi4uPGFAgAAAADQMMI+QFvsdnt4JGQ0GomEGiM7p4Vu13q+qqpqtXFPCq2bd+Ppo+7/
+Lnto8YefPDaqeyPW9AkhhFD3XELS5eQ0nA/6fD6fzxc+zg68AAAAAIDYIuwDNESWZa/XGz5OA28j
+6dsa2uy6jV5NdaPCvqqVb14+fIz7505jn1nwYfHQA5rS+lu9u3dXamto28CLqaIoEW/CaLPZMnDH
+ZAAAAABAXBH2ARoSMRIqKioiEmokXacuHWtf1dRtW7fvN+zb/uOT48yXzFjT3/buwtcu75fXtIup
+27ftuoSuU5dODbyYOp1OVmsCAAAAABKDsA/QCqfTGQgE6gwaDAY6PRtP38PYUy8JIURo04ZNDd60
+T9200Dli+HVzak5+cP7HD484sLHNu3sFyzeWh4QQQsrqaexZ3/NlWXa73eHjHo/HYDA0+aIAAAAA
+ADSIsA/QhEAg4HA4wsddLheRUONJhn79e+iEEELdsWZ1eb1L+4JrP7rh1JF3fWMY/0LJrBuPbtek
+fXt3CW34a02lKoQQup79D29b3ykirta0WCys1gQAAAAAxEPj9pwEEGcRIyGz2VxUVJTwWlJZ9oBj
+B7eRfldUUfP78t9rRNfsSEdtefv68dMXbxUtW3xefHrfhntps4+64+O3rugd/sFIcOWKlUEhhJDa
+DD62f8Tr1Ltak5swAgAAAADihLAPSD6v1yvLcvg4kVDTtR562vF5Mz/crgZX//DjevWEAyOsuFOD
+FRVVqhBi58Y/V23czwlbHLilJtJ4aN2PP64LCiGkViecdmLrCEf4/X5WawIAAAAAEow2XiDJFEWx
+2+3h4w6Hw2g0JrycVCd1Hjm2sI0khKhevODLrfG70JYv5MXVQgipzfBxIzpFauJltSYAAAAAIPEI
++4Aks9vtbNUaQ1KXc646r5tOCHXLJ75PtkQ8pP2E9yvURqr88sY+4S+UqjLfV7JNFUJ/4NirxnQO
+z/rcbrff768zSAMvAAAAACDeCPuAZJJl2ev1ho8TCTVD2zNuvfnE1pIIbfzA8+7aejfpaI7QX297
+PioPCan1iTffelqbug8HAgGn0xn+tOLiYlZrAgAAAADiirAPSKaInZ5FRUVs1doc+kOvnn7r0a0k
+dfPcaa6vd8T+Atu/dD00f6sqtTrm9ulXHaIPe9xqtYav1jSZTDabLfbFAAAAAACwD8I+pCJ164pF
+v2xuxpIttXzpot+2x66g6NS3VavL5UpGOekkx3TrS9NO7yRV//L4dVO/j3Hct/3bB65/ckWN1HnE
+Iy/dPCin7sM+n4/tVgAAAAAAyULYh1Sz8/f37ji9/1HXfbA+FP1JQut8Vx05YETxB4GK2FXWNIFA
+gK1a4yj7sKtee+eO49pVLr7//Gt9a5vxw/JvwTXv/ueCqf6q9icWz3r1ikOy6zysKErE1ZoOh8Nk
+MsWqCAAAAAAA6kPYh1SyY9mrk44/6pyHVgy87e4Leu/tntwZ+OxV13+vuXDE0ILDenZsk5ut12e1
+yDN0zT/ixLOKbn109k8bg/8+kf7gS++9qe/PD5x95NBrZ/6WlMCPrVrjTWo/1PnRvGkjuv7hvfjU
+SW/E4tu8c8WrV5x6ycuru4+ePv/DKce3C9+XI2IDr9FonDx5cvMvDwAAAADAfkmqGpfb1wOxFlr/
+6RTL2Ae+qi6wzXx/2hnd9rlRWnDpvUNM/11cLYSU2+mwI48edGjPjq3E1jW/fC1/+Wt5jSrp25sm
+Pvb6oxcdlrvvGWvWfHjTWeMf/TF36H/febf4pAPCk5u48Xq9EcO+srIyNnCIsZp1nz5w2cR75m3u
+b585/8FTO0T7bVbXf3TDaRc8uvyAUQ7Pszee1Dn8Tn1CluXCwsLw8ZKSEm7CCAAAAABIjKxkFwA0
+hlou337m6GmLK4wT3prz0BldIyxJlfKOuemtl+44/dB2e1OY0JYfX7xyzDVvriwvfb7ojOrW3744
+utPerCfrwBGPfDBj03HjX7nrrDOr5/zvnpMMCcn7FEWx2+3h4w6Hg6Qv9rK6Dv/vnB9GvTzlBt/S
+TaFTO0QI6RoltGHJyk4TX37FeUH/NpF+Tupr4GW7FQAAAABAIrGyDykgWOY557jLZ/+jO/jqj75/
+/JSw5sng0nuHmJzZ9y754ubwnVG3zr9m4JlPBYJCyhrw329L7yr4d8KtKv+75qiRz6wMdbG8+NXb
+E4zRRkFNYLVavV5vnUGj0VhWVhb/i2eyUCik00V/64JQMKjT1//zYbfb3W53nUGDwVBWVsZNGAEA
+AAAACcM9+6B5wZXPXXXDnL9DugPOdt55coTbpAkhhNB1PfroiEldm2FjR3bTCyHUmuVz5/1e5+Z9
+QjKcWuwc1UEXWjfbftXzZXUfjjlZlsOTPsFWrYnQnKRPCNFQ0uf3+8OTPiGEx+Mh6QMAAAAAJBJh
+HzRO3fjeFOfHSkjo+0y48dwuEaM+XZfh19071XpU3Z1Ra2UddOhBtSlN8M/An+FpntT1PPsl+XoR
+Kp/vvHP2pjgvdaXTMy1F/LZaLBaLxZL4YgAAAAAAmYywD9oWXPHCtHf+DgmR1Xf8RUNyIh8kHXBc
+0Y0XHNmmnkdzclrsygizsvSR0sLc4y4ce0iWEKF1b0178dc4Lu5zOp2BQKDOoMFgcLlc8bso4s3p
+dPr9/jqDfFsBAAAAAElB2AdNq/nh5RnfV6pC6HufceaA6PaTCW3aWB4SQgiR1eug3hE7MbMGnXla
+d70QauV3M17+sSb6ehsSCAQcDkf4uMvlotMzdQUCgYgNvMXFxWy3AgAAAABIPMI+aFnNkvdmr6gR
+Qkhthhw/KHKX7v6o5d9/s7xGCCFlH37ayb0i/8i3MJ0wJE8SQtQse3/20vis7YvY6Wk2m4uKiuJy
+PSSE1WpVFKXOoNlsttlsSakHAAAAAJDhCPugYaG1Cz9bHhRCiKxDBvbLjeocFaVPPDZ/uyqkrN4X
+333NwPoWB7Y6fECfLCGECC5bsHBtKLp6G+D1emVZDh9nX46U5na7I35baeAFAAAAACQLYR80rOrH
+RT/VqEIIKbtXfo/6t0KNRK3Zsf7XhS/dMuKsexbtFG0GXPr8h0+M6lTPVr5C6Hvl99JLQgi1+ufF
+P1U3s/A6FEWx2+3h4w6Hg07P1KUoitPpDB93OBwmkynx9QAAAAAAIAj7oGWhtSt+3RoSQgipXacD
+WjTqOZXvX2rQSZIk6bJbdT502BWe9YOszpe+WLbIO+Hwlg09sWXHjq0lIYQIbf51RYyX9tnt9vBO
+T6PRWFxcHNPrIKEiNvCaTCa+rQAAAACAJIpuxwMgEYJ//bmm9vZ5ujZt2zQumNa17zP4mGO2qUKt
+2amsC6xcs+STmS9uXLd2zYSrJ405on39J5HatG0jiQ1CiOCaP9YEhTFWQbgsy16vN3ycBt6U5vP5
+fD5f+DgNvAAAAACA5GJlH7QrVL57G12pVZvW9Xbg/kv2icUff/X1119//c33PyxfXb5xxf8eObf9
+rx88ddvYI/udfOen/9S7ZE9qvfsSe3fvjYmI+3IUFRWZzebYXQQJVV9fts1m49sKAAAAAEguwj5o
+V832bRVq7X9mt4hqK15d24NPufb5T9+7YWCOqFkn33v6rHJ+AAAgAElEQVTuBU8sr4l8qJTdIqs2
+7FN3btseq7DP6XQGAoE6gwaDgfVfKS3it5W+bAAAAACAFhD2QbtqqndvlCFlZ2U1bmVfBJJh6B3O
+sZ10QoQU+b6p87ZFPiwre0+eWFMVkx06AoGAw+EIH3e5XAaDIRZXQBLIsux2u8PH+bYCAAAAALSA
+sA/aJel2/3yqoVBz1tpJ7YadekwLSQgRWj//o+8iJ3mhYDD8ws0SsYHXbDYXFRXF4vRIjojfVovF
+YrFYEl8MAAAAAAB1EPZBu7JzWuh2reerqqpWm3EmqVXnzm0kIYQIblj15/ZIh6h7LiHpcnKav3ON
+1+uVZTl8nH05Ulp9fdl8WwEAAAAAGkHYB+3StzW02XUbvZrqZoV9Qq2uqtp1gvragat39+5KbQ1t
+mzkx6tvAweFwGI3G5p0bSeP3++nLBgAAAABoHGEftEvXqUvH2p9QddvW7fWGfTXfFR/d8xzvugbS
+QHXj6jW1e33oOvbq2SriIdu37bqErlOXTs2cGHa7XVGUOoNs4JDqIga49GUDAAAAADSFsA/ape9h
+7KmXhBAitGnDpvpv2pelVvy94JNvdtR/pm3ff/VjtRBC6DqcdPJRETf2DZZvLA8JIYSU1dPYU9+M
+smVZ9nq94eN0eqY0t9sd3pdNAy8AAAAAQGsI+6BdkqFf/x46IYRQd6xZXV7fyj2pZV5LsfnrhT/W
+t4Vu1dJnHpq1ISSE1KL/pMlnto10TGjDX2sqa9f+9ex/eNuot/4V9WzgUFRUZDabm3FWJFMgEHA6
+neHjNpuNvmwAAAAAgKYQ9kHDsgccO7j2rn01vy//vaaeo6S8vJZSMPD+069889eOuolg5V8LHj7/
+rDs+36YKXYehTs//DcmNeJLgyhUrg0IIIbUZfGz/iGv/GqW+DRxcLlfU50TSWa3W8L5sk8lEXzYA
+AAAAQGuav+koED+th552fN7MD7erwdU//LhePeHASCvupJZ5LSVRs+Klice98p/OfY88amDf/K7t
+WoR2bPxz2aLPv1q6vlKV9AcMnjjtxYeLjoh4vz4hQut+/HFdUAghtTrhtBNbR1luIBBgA4f04/P5
+2FgZAAAAAJAqCPugZVLnkWML23w0Z4tavXjBl1uvPi9SC67UYdR9bzw3/JvFPy75ZfnKPwPffFj6
+yc6KqqC+ZduO3YzHWsaYzzz3wvGnHNrQFrtbvpAXVwshpDbDx43oFG0Tb8QGXjZw0BRFUZoUvCqK
+EvHbarPZTCZT7OoCAAAAACA2JFVtYA9TIOm2fHDZ4We/uCak63jR27+/MibiDfeaS1XeuqDP+W9u
+Cum7X/b+L8+f2Saak3i93vBUyGAwlJaWcls37ahtyPV4PI2M/KxWa/h2K0ajsbS0lNWaAAAAAAAN
+4p590Li2Z9x684mtJRHa+IHn3bVxiaZDf73t+ag8JKTWJ95862lRJX2Kotjt9vBxNnDQmkAg4PP5
+8vPz3W73fg9uYGNlkj4AAAAAgDYR9kHr9IdePf3Wo1tJ6ua501xf74j9BbZ/6Xpo/lZVanXM7dOv
+OkQf1TnsdjsbOKSQ2nC2sLAwfDeVfY9hY2UAAAAAQMqhjRepoHr5U2cPvXbuhpyjpnz2mXNwXgxP
+vf3bKUOH3Vta1WnkU5/PmnRINPvwyrJcWFgYPl5SUkIqpDWSVPeOjA6HI2Ima7fbw1f/GQyGsrIy
+lvUBAAAAADSLsA+pQS1fWDzy7Hu/3p5fNHPh85ZusVmTGlzz7mVDz38p0OaE4vfnTDm+XXQ7c+Tn
+54cvELPZbC6Xq9kVIsbCwz4hhMlk8ng8+2644ff7CwoKwo+cNWuWxWKJY30AAAAAADQPbbxIDVL7
+oc6P5k0b0fUP78WnTnrjt4rmn3LnilevOPWSl1d3Hz19/odRJ31OpzM86TMYDDTwapDf769vvKCg
+YN9e7Po2VibpAwAAAABoHGEfUobUbsgNvm/n3jVs2ysXH33CzfM3NWNRqrr+I/vxQy59o+LU++d/
+8/a1R7aJLukLBAIOhyN8nA0ctCn8vor7crvdBQUFsiw7nc7wWNBgMHg8nnhWBwAAAABADGQluwCg
+KbK6Dv/vnB9GvTzlBt/STaFTO0S3nYYQoQ1LVnaa+PIrzgv6R5nzCSFY/5VqGtiOY88BhYWF2dkR
+bt1YXFzMxsoAAAAAAO3jnn1IUaFQSKeLfmVqKBjU6aONCmt5vd7wsM9gMJSWlpIKaZPT6Yy4EnO/
+zGZzSUlJrMsBAAAAACD2aONFimpO0ieEaG7SpyiK3W4PH7fZbCR96Ye9VgAAAAAAqYKwD4jGvps5
+7GEymdiXQ8tkWY7iWWeccca+G/UCAAAAAKBlhH1Ak8my7PV6w8dZ/5WW5s6dW1BQUN9OvgAAAAAA
+aAphH9BkEfflsNlsZrM54bWgCaIO7Px+f0FBgdPpjG09AAAAAADEHBt0AE0TcZMHg8FQVlZmMBiS
+UREaS5KasfWyEEIIo9Ho8XhIdQEAAAAAmkXYBzRBIBDIz88PH581a5bFYkl8PWg8RVHat28fk1PZ
+bLbi4mKyXQAAAACABtHGCzRBxAZes9lM0qd9Mbzpntvtzs/P9/l8sTohAAAAAACxQtgHNJbX6w3f
+ztVgMHg8nmSUg2RSFGXMmDFjxowJ35QZAAAAAIAkIuwDGkVRFLvdHj5us9mMRmPCy0GTLViwIObn
+9Pl806dPj/lpAQAAAACIWlayCwBSg91uD1/DZTKZiouLk1IPks5sNrtcLpPJlOxCAAAAAADYi7AP
+2D9Zlr1eb/i4y+VKeC2IUiAQiNWpjEajy+XiRo0AAAAAAA0i7AP2L+K+HDabzWw2J7wWRClWYZ/D
+4Zg8eTJb8QIAAAAAtImwD9gPp9MZnhMZDAYaeFNL83fSMJvNHo+HWzQCAAAAALRMUlU12TUA2uX3
++wsKCsLHZ82aRRdnapEkKern0rcLAAAAAEgVrOwDGhJxB16z2Uzukzno2wUAAAAApBDCPqBebrdb
+luU6gwaDwePxJKMcRM/v90fxLPp2AQAAAAApR5fsAgCNUhTF6XSGj9tsNtKflNPUG/YZjcZZs2aV
+lJTwvQYAAAAApBZW9gGRWa3W8ITIZDKxL0cqatJWvPTtAgAAAABSF2EfEIEsyz6fL3zc5XIlvhg0
+36pVqxpzGH27AAAAAIBUR9gH1KUoitVqDR+32Wxmsznh5SAG9tvGazQaPR4P318AAAAAQKrjnn1A
+XdOnTw/v+jQYDDTwpq4GNugwGAwOh6OsrIykDwAAAACQBljZB/yL3+93OBzh4x6Ph5u4pR+LxeJy
+uejbBQAAAACkDUlV1WTXAGhIYWGhLMt1Bs1mc0lJSTLKQWy0b9++TicvfbsAAAAAgLREGy+wl9vt
+Dk/6DAaDx+NJRjmImX2TPvp2AQAAAABpjDZeYBdFUZxOZ/i4zWajzTOl7XsHRvp2AQAAAADpjbAP
+2MVqtYbv2WoymdiXI9XVhn2N79tdtGiREKJly5b9+vWLc2kAkoz5DmQO5juQOZjvCRDeEtcYNFcl
+DPfsA4QQQpblwsLC8PGSkpK4vh45nc6I+4EAqCMNbp3JfAcaifkOZA7mO5BRUjeAev2TZVt3VMXq
+bDXVNYsXL27dunW//jHLoyeNGrjv/+WefYBQFMVqtYaP22w2PnkAAAAAACCTPfLmolidqqKi4oUX
+X1i7bm2skr5169Y99/5PdQZp4wXE9OnT972tWy2DwZDIBl6TyWQwGBJ2OTSgdkV6q1atjj766GTX
+AqEoit/vT3YVMcZ81w7mu6Yw3xFXzHdNYb4jrpjvSRRxuYzX6w3/izvl1Fk6Fx1FUQoLC00mk+f5
+Kc0/mxDC7/cXXjr+4LGP1xkn7EOm8/v9ERfeezyeRP62drlcrCLUCEmShBAHHXRQqjeVpIf6WuxT
+GvNdO5jvmsJ8R1wx3zWF+Y64Yr5rjSzLaRD2Nd/epM/jickJ/X5/YWGhy+V64su6D9HGi0xnt9vD
+B81ms8ViSXwxAAAAAAAgzcQv6SsqKgp/lLAPGc3tdofvImQwGGI1/QAAAAAAQCZLcNInCPuQyRRF
+cTqd4eM2m81oNCa8HAAAAAAAkFZinvTVnrCBpE8Q9iGTWa1WRVHqDJpMpkTuywEAAAAAANJSUpI+
+QdiHjCXLss/nCx93uVyJLwYAAAAAAKSTOCV9kydPbjjpE4R9yEyKolit1vBxm83GFloAAAAAAKA5
+kpj0CcI+ZKbp06eH7/xtMBho4AUAAAAAAM2R3KRPEPYhA/n9fofDET7u8XgMBkPCywEAAAAAAGki
+6UmfIOxDBrLb7eGDZrPZYrEkvhgAAAAAAJAetJD0CcI+ZBq32y3Lcp1Bg8EQq3kIAAAAAAAykEaS
+PkHYh4yiKIrT6Qwft9lsRqMx4eUAAAAAAIB0oJ2kTxD2IaNYrVZFUeoMmkwm9uUAAAAAAADR0VTS
+Jwj7kDlkWfb5fOHjLpcr8cUAAAAAAIA0oLWkTxD2IUMoimK1WsPHbTab2WxOeDkAAAAAACDlaTDp
+E4R9yBDTp08PBAJ1Bg0GAw28AAAAAAAgCtpM+gRhHzKB3+93OBzh4x6Px2AwJLwcAAAAAACQ2jSb
+9AnCPmQCu90ePmg2my0WS+KLAQAAAAAAKU3LSZ8g7EPac7vdsizXGTQYDLGakEDS1PzqOb9v+/aH
+jn1+eU2yawEQX8x3IHMw34GMwpRPTRpP+gRhH9KboihOpzN83GazGY3GhJcDxFLozzkvzlquKL++
+9/x7K4PJrgZAPDHfgczBfAcyClM+FWk/6ROEfUhvVqtVUZQ6gyaTiX05kAZ0PUdaRx/cpnX+SOuo
+fH2yq6lru//jL/5Rk10FkC6Y70DmYL4DGYUpn3JSIukThH1IY7Is+3y+8HGXy5X4YoDYyzp04sxf
+t2xdOevKw7OTXUsd6rq3nHd/+nco2XUAaYP5DmQO5juQUZjyKSVVkj5B2Id0pSiK1WoNH7fZbGaz
+OeHlABllx9euh+Zt4UNAIBMw34HMwXwHMgpTvq4USvqEEFkxP2PiBQKBGTNmNPVZw4YNi0cxiIco
+4rnp06cHAoE6gwaDgQZeIM7U8pI7Jk1fWnN4sgsBEHfMdyBzMN+BjMKUjyCFkj6RNmGfw+FIdhWI
+I1Vt2ucJfr8/4o+Ex+MxGAyxqQlABKENC+8+b+yjP1eqWmtDABBrzHcgczDfgYzClI8shZI+QRsv
+0pLdbg8fNJvNFosl8cUAu+xc8e6Ucccelm/s3bVdjk6SJEnSd75iXpUQombJq7dOOm9ItxY6SZKk
+3NOf/bs23w6tev/uq8af0KulTpIkqeXZL+273Uxoy4p5T944ZlCXQ+2fVwsh1M2fPTju6G67Ti3p
+co3DJzrfK9u9qVfNTy/fbDX3ytHpsrsOuXD619trh9WtS95yTjjV1Kdnj27tW7c+oNfAkyc43166
+bd+APbR5+UeP288e0LngTn+NEFV/fuK6YnjfLm1aH9Bn6MQnvlV2H1vx3UOnH3mqc8HGkBCi2l88
+MEuSJElnuPT9ynh+YQENYr4DmYP5DmQUpnwG02zS5/f7wwfTYWXfHkVFRRMmTGjkwQsWLIhrMWg+
+r9cb3oq7X263W5blOoMGgyFWMzM1hDYvn/fy0089/eqf5/zvu7tMoT8/eeKue5+Z/d3qms4Fo294
++JFrhhikZNeYWYK/PnvuMKd007tfvHZMx6zQlmWznNYr3N/uejSr/0VTn72o8utbBg2dtrxm77N0
+vUdNeXrUrd/eNuiEqcv2Gd/5o/fGm+9/7ZNfNwdVoTcOF0IIIbU76ZaZ31zyzoRjx7/yR1DKOf2e
+WS9e3G7Pc7KOuGTac0fkLTrhvVGz5XuH5AkhhPrPR9effN6Tqwbe6vv8w+Hd9FuXvTHZYvU65A+/
+febb9y/P14ntpTPucnnefOuzVRWqyBpwTmjjwnsuHHfvd1K3TpJaUb7yc8/1I8vb+N+5tLtOiNyj
+Js9ZcW3VZ/Z+I55eLQ2c8vWX/9dfLyRJn50T9y9wRmO+aw3zHfHDfNca5jvih/muQUx5NFs8kr7C
+wsKDxz5e9wE19ZWUlNT+WxwOR7JrQSztuVVf459SXl4esVHX5XLFr87m2NNuXFJSEqNTblvsveWS
+Yb1zJSGEyBowZdG6z+4e3jW3Tbf8g7q00ktCCF1Hy4zVwRhdLg3VfkeOOOKIGJ5z2xxrl+x8++dV
+e4eCf71k6dTl8rmVe0ZCG14ckSOEyDntmXWhfZ4c+uf5M3KEELmjZpTvGtlerlTu/PmeIS0kIfRG
+28J9z7vyUXOeJETWgCmLq/9dRfD3R4Z2GfPK37tPXvnZ5Hy9EDlnvrB+91BowyuWNpIQ2Uff/0uN
+qqqhHdu2h4IrHzmxhSSEPn/E+SNOvvLZr9ZWqqoaXD//un7ZkhBZgxw/7HOlqpJre+qFyDY5f6xp
+3ldNVdV9XuHNZnMMTpdUzHcNYr4z3+OE+a5BzHfme5ww3zUoHvNdZco3QxR/2mvN4Cteaf5JysvL
+a3uBm3+qWqWlpbULm8LLo40XacVqtSqKUmfQZDLZbLak1JMMeX3PK57xacl9J7SQhFC3L5o20bn6
+/FllG9as/H1NYO61/bKl0IY5jzz/c83+T4VYqfn9+8Uba9YvWbLPzvW6A8faL+q972uwpNfrI35A
+K0l1hqU8Q7sWuYccd1TH8ON1xouuPquDTtT88uqMryr+VcVPL730x6hJozvvepK6ZcXyNUEhSVlZ
+WbvPI7UbMChfL0RwzR9rgkIIqWWrPEnXvV9fgySEWr5toHPWU1cc27WFEELXcbjtsqOzhQgu/27x
+ZvbpSg7muwYx3xEnzHcNYr4jTpjvGsWUR3PEaU2fy+WKeELCPqQPWZZ9Pl/4eGY18PJSrkW6vFZ5
+krrt41vHXP/60q27v/K5xxXZT+4e/auwlNe6VYR3ElKHUVed31MvgoHXnvlI2fttrvjihVerzr/i
+5NZ7DjzgLPvt484c93+Tz9zbGiDltsyVhBCVlfvclGPXoK7HsDNNbfZeUtf9kD55klBDyiZ+nJKE
++a5BzHfECfNdg5jviBPmu0Yx5RG12qTPZDIlJukThH1IG4qiWK3W8HGbzWYymRJfT7LxUq4puvyz
+xx3XWgop3z9xUcGhxxVNnf3L5pAQ2YPOHzcg+junSllZkT82bDl0knVAthTa8N4zM9fs/uBx89zn
+Z3UumnjUPltqSV1OK37zwzemnNxJEqLqn8VvP3j1mUedMe3nGlF3D2ydLuIvC6llXktJCLWyspIf
+p2RivmsK8x1xxXzXFOY74or5rjlMeURnT9IXq3VI+036BGEf0sb06dPDd/MwGo3FxcXJKCf5eCnX
+FP2h170285ahXbIktWrdNzNusww86MgLHpi3qrlbWtVzW+asAdYrT8qT1O0lz85YFhRCCHXtu89/
+Ouiyiw/Rhx+9/fcPH7psaP+hN/5POvX+uR/eNig77JC6TQd1ClD5YUoy5rumMN8RV8x3TWG+I66Y
+71rDlEcUkpL0CcI+pAe/37/nzrj7crlcEffryAS8lGuMvvuZD5T8/NUL9tPy8ySh1mz64Y3/G3HU
+aXd/GZePZHU9x1856gCdWuV/8bkvK4QI/v7aiz+efPm53er8WIQ2LHxw9MBBRe91vGmev+TZm88x
+dW7Bvm4piPmuMcx3xBHzXWOY74gj5rv2MOXRNMlK+gRhH9KD3W4PH7RYLBaLJfHFAPXRdxxsfWTe
+shXy45cf3VEvqaGNC52XTJF37H683nd0uzThPYTU4awrz++lF8Gy156dq1T5PTP+OeeKM9r9+6Bt
+XxafMeK2D/XWNz54YPRBLZvyTwGwH8x3IHMw34GMwpRHIyUx6ROEfUgDbrdbluU6gwaDweVyJaMc
+IFwo4L3/lT933WqjRfeT/vPcF6XvXtk/V1KDq2b7vq/edViLlrk6SQi1qqoq0psANRQMNv7NQcsT
+J00cmC2F1vuenvH6c2+0uPjy43P/XdQfM6Y8vHibrvuIcUPb8tkfECvMdyBzMN+BzMKUR+MlN+kT
+hH1IdYqiOJ3O8PHi4mKj0ZjwcoCI1Mq/53reKQvtHcnucfZUp8UgCREM7hnWtz/AIAkRLFuxsmbv
+oTt/8c2pvcHuzh07m/BJYFb/oknmPEndPv+Oa98+6LIJ/erc26Pmt6XLK1Whbv1nfcU+pVZX16hC
+qDXVNdE2I+j1eiGEWlVVTXMJMhHzHcgczHcgszDl0UhJT/oEYR9SndVqVRSlzqDJZLLZbEmpB6hH
+xRdTb3ll1T6/8EWLVq1bSLoDzCebdu/eld2vYECOJIJ/vlZ8z//KtgeDW8tKnpx02pVydhedEKLm
+ly++XF+1Q9lSVXu4WlVZqQqhVldG/NRQ6HqMv/Lsjjo1tLPF8MvH9az7cq/v3K2zXohQuc9x87sr
+K4So+vv71/9v9LnTfq4RQt351+r1O3+f6Xjq+xoh1MraSwSDwX+fIxQM1RayTwU6QweDTojgqm+/
+WxsSYof/4etdP9UIIIMw34HMwXwHMgpTHvunhaRPEPYhpcmy7PP5wsdjNalSWZNeypEIoXWzrhw2
+asq7S8qrhRBVaz6+6663Nh900WP3nW3YveBe6nruf8b31EuhjQvuPr1P29xcw8FnP9viltcfPr2T
+TggRWvfGhMGFVz/7/aaQEEKom375ZV1ICHXj8mX/hCJdUmo/8qoLjHp993FXjDogbFW//vDxE4e2
+k4S686dnzjukg6F9+15nTN9h9dxbmCMJUSXb+nY/e+7A0UdmidDfv/yyURUiuO7X37bs83MT+ue3
+3zerQgRXL1+xbe95DznxhG56oW7/ePKQghMGH3HJ8tMuGZBV9+qIJea75jDfETfMd81hviNumO9a
+xJRHwzSS9AkhhJr6SkpKav8tDocj2bUglsxmcwM/peXl5REbdW02W4LrbI49mwiXlJTE8rzBPx4z
+50hCSO3HvrExtM/4n08Mz5WEkNqPn1keywumk9rvyBFHHBG7U9Yse2BI9q6fUEmXYziwZ6+Dh4y5
+2btoU7DuoduXvGY/o1+X1i3bdjeNusFbqoTU0PoXRhh6njjh7te/W1dZe77f3nVec46pg672172u
+Xf9RV055a3lNhCv/fM8Q0/99XxW5ruDfJVPHD+7eukVu+4OOu/CeDwMVqhpa9/61R3Zs3bH/aMfc
+1dU1y9++8+rRRxhqPxiS9AcUnHPVLZ7FO8q/ePqWK8/u3273eKfBY6+9/4M/av85oQ2fTT1vUJdW
+bbqZxtz5/sqKZn3t9rzCm83mZp1IA5jvGsR8Z77HCfNdg5jvzPc4Yb5rUBzmu6qqKlM+ag3/aZ8S
+Bl/xyn6PKS8vN5lMRUVFsbpoaWmpwWDweDz7PTK8vBT+Wu9B2JeuGn5F2PNrdV9Go7G8PJV+6cXh
+zUFUL+XYR5zeHCA6/DHQIOZ7czHfNYX53iDme3Mx3zWF+d4g5ntzMd+1JhPCviQmfWqk8liHiZTk
+9/sjhn0ul8tgMCS8nMicTufkyZMTXo/+0HOdT57rfDL8kSunHn/l1KcTWw2AeGK+A5mD+Q5kDuY7
+kGI01L27G/fsQ0qy2+3hgxaLxWKxJL6Y+jgcjvz8fKfTGb6FCAAAAAAASHUaTPoEYR9SkdvtlmW5
+zqDBYHC5XMkopyGKohD5AQAAAACQfrSZ9AnCPqQcRVGcTmf4eHFxccT9OrSAyA8AAAAAgHSi2aRP
+EPYh5Vit1vC8zGQy2Wy2pNTTeER+AAAAAACkAS0nfYKwb7+CyrIPH7OdPaDz4Td/VZ3sYiDLss/n
+Cx+P1exKACI/AAAAAABSl8aTPkHY15CqJS9dO3JQnwFnXT/9/SWbapJdDhRFsVqt4eM2m81kMiW+
+nubYE/mF33wQAAAAAABok/aTPkHY15AWB5/34OzSrx84Pkdqxlm2+z/+4h81ZkVlsunTpwcCgTqD
+RqOxuLg4GeXEgKIoe8K+bdu2JbUWAAAAAADQkJRI+gRhX4Ny8vL02b2PHNQx+rBPXfeW8+5P/w7F
+sKoM5ff7HQ5H+LjL5TIYDAkvJ/YuuOACGnsBAAAAANCmVEn6BGHf/km5ublRh307vnY9NG8L6/pi
+wG63hw9aLBaLxZL4YuJh27Zt3MsP0Din00nrPZAJ/H4/v4uBDLFq1apVq1YluwoAcRQIBMJ7BKOQ
+QkmfECIr5mdMOzp9lImoWl5yx6TpS2sOj209mcjtdof/gZ2bm3vYYYdNnTrVZrPl5OSsX7/+xRdf
+jPj0q6++um3btvs9YMuWLU899VTEAyZOnNipU6cGDrjooot69OhRWVnpdrsb+6+KpPZefm6322az
+TZ48OT0WLQJpQ5Zlh8NhNpuLi4vNZnOyywEQL++99x6/i4EMMWvWrBtuuGHYsGFer7d3797JLgdA
+7AUCgcLCwqKiouLiYqPRGPV5UijpE4R9cRPasPDu88Y++nOlmp3sUtKA0+kMH6yoqJg6daoQ4qqr
+rsrJyVm3bt1tt90W8ekXXHBB27Zt93uAoij1HTBixIhOnTo1cMAJJ5zQo0ePioqK+g5oktrIz+fz
+lZSU8DcGoDWyLMuybDabPR5Pc94uANAyPn4DMoeqqrIs5+fnE/kBaczr9Xq93uZEfimU9AnaeKO3
+c8W7U8Yde1i+sXfXdjk6SZIkSd/5inlVQghR8d1Dpx95qnPBxpAQotpfPDBLkiRJZ7j0/cokV52i
+Mq2Vxmg0ejye0tJS/rQANKv2rwKr1RqTpgAA2lQb+XGTDSAT7In8CgsLaewF0pXX6436Pbxmkz6/
+3x8+yMq+qAR/ffbcYU7ppne/eO2YjlmhLctmOa1XuL/d/XDuUZPnrLi26jN7vxFPr5YGTvn6y//r
+rxeSpM/OSWbV6eTBBx/cE8bn5eUJIXr16jVz5syIB3fs2LExB3Ts2LG+A3r16tXwAX379q2tZN8D
+xo0b16h/zD5qNxeOX7oPILaa/wkhAO1jlR+QOcB+aI0AABL7SURBVFjlB2SCJL6Hj0fSV1hYePDY
+x+uME/ZFY/vc++/8uOWFJdcf0zFLCKFr2/fcae/sWGm6efcBuuyc3GxdiyxJCCHpslrk5ubqk1du
+6nO5XPt+om6z2W6++eY6x7Rr127s2LENnGS/B+Tl5TXzgOzs7IYPaEDXrl3vv/9+Yj4gFRH5AZmA
+yA/IHER+QCZI/Hv42i0+Yp70uVyuJ76s+xBtvFGo+f37xRtr1i9Z8ndoz5juwLH2i3rz5YwPm81W
+Wlpau/Fu7dq3ZFcUe6+//jpJH5DSmtMUACBV0NgLZA4ae4FMkLD38PFL+iKekHQqCrq8VnmSuu3j
+W8dc//rSrequ0dzjiuwnd+cLGidGo3HWrFmzZs1yuVxp81m60WisTTABpA0iPyATEPkBmYPID8gE
+8X4PX5v0TZ48OTFJnyDsi4ou/+xxx7WWQsr3T1xUcOhxRVNn/7I5JET2oPPHDaAvOq4sFkt6pGO1
+W3CUlZWZTKZk1wIg9oj8gExA5AdkDiI/IBPE6T184pM+QdgXHf2h170285ahXbIktWrdNzNusww8
+6MgLHpi3ir12sV97Yj6adoG0R+QHZAIiPyBzEPkBmSC27+GTkvQJNuiIlr77mQ+U/HzeS/fdcfcz
+88t21Gz64Y3/GzH/I8fs2f89vp2U7OqgSey0i0wjy3JhYWGdQZPJ1KRO/D1/Odf+VotZcfVroEJZ
+lqM44Z5b/6bNLQiQORRF2bRpU8Iut3bt2tr/2Llz58qVKxN23XDl5eVNfUqd7TviURWQXKtWrYrh
+Z1c//PBD7X8oirJgwYJYnTYKv//+e1OfUmf7jjgUBaSA+n5XRvwNvnXr1tr/WLRoURxrqseKFSui
+eFZMtu9IVtInCPuaQ99xsPWReRfd+Nlzjpscnu83BDcudF4y5cSfHi3MS3Zp0BZiPmAPv98f3RMV
+RYkua2uqOF3F6/US9iHlPP3007fffnvir/vNN9/06dMn8ddtvj2R3zHHHJPsWoAYu/LKK+fNmxfz
+0/r9frPZHPPTJsCeyO+www5Ldi1AbHz99dcjRoyoMxjFB2ANGDx4cAzPlgC1kZ/D4RDi4KY+N4lJ
+n6CNNyqhgPf+V/7ctRNvi+4n/ee5L0rfvbJ/rqQGV832fV+d3OqgJTTtAhC7XwpsNluyCwEQdwaD
+wWazFRQUJLsQAHEnSdKwYcPOPPPMZBcCxEZNTU15mGQXlWS1b+OLi4ub+sTkJn2ClX1RUSv/nut5
+Z9yFtj67s9LsHmdPdVreHPvGlmAwtOc4vV4vhFCrqqrViOdBmvN4PGR8yGRms1lVm/vyt6cX2Gw2
+l5SUxKKu6NfuRdFHvO/CXqfTGd11gWTp27fv2LFjE3a59evX107PTp06JXelz5IlS5YuXdrUZ9XG
+fJMnTzYYDMx3pJ+CgoIlS5bE6myVlZXr168XQuTk5HTq1ClWp43Ctm3borjbZm3M5/V6e/fuzXxH
+2sjNzT3ooIPqDLZv3z7iwfWNh59BCDFnzpw1a9YIISZNmtS8GqOxZs2aOXPmNPVZzenPS3rSJwj7
+GqGqsmqf/9ml4oupt7wy5s1Le+/5ArZo1bqFpDvAfLJp95DO0MGgE6Jm1bffrQ0d2bPC//BtJac9
+Yj+Cr3mmIOkDtCkxIQL9+0gDFovFYrEk7HKyLNeGff379585c2bCrhvO6XQ6HI7GH79vzBe3ooAk
+u//++++///5YnW3Ph3nHHXdcrD7Mi47b7bbb7Y0/ft+YL35VAUkxePDgKO5i2RiFhYW1Yd8zzzwT
+j/M3TJblJoV9zXwbr4WkT9DGu1/qhmXL/gkJEVq/bNn6fVaohNbNunLYqCnvLimvFkJUrfn4rrve
+2nzQRY/dd7Zh9/4c+kNOPKGbXqjbP548pOCEwUdcsvy0SwaQ9AFAmqN/H8gcBoPB4XCUlZUVFxeT
+9AHpTZIks9lcVlZWUlJC0gekpea/jddI0icI+xoS+mvug9eNHXH7xztVIdSdn9xyyllX3PzC9zt2
+PaxWrJp7z7lHdGzTvnuvQ4bdsezE6V986x3XU7/3BLmFzlfuO29Ql7wWkq7LyOmzHzurIxv1AkD6
+IuYDMgcxH5A5iPmAtBeTt/HaSfoEbbwN0XU/45bHzrjlsfBHDrv1m6pbG3EG6YCht7zlvyXmlQEA
+tIWmXSBz0LQLZA6adoG0F6u38ZpK+gQr+wDUVf2X/Og1Iwp6d8jLadmuW9+TLrxz5tKtbDID1CPF
+V/Pt+O3Dh64eNeTQ3saDDzk433jo0WddNe2D33bs/4lAJkqP1Xw7Ax8/dk1hn+Pu/ilY7zHqtuW+
++yaeOqhn+7yclu26Hnr8uTc89dlfVfUeD6SflF7NF90UbsyLA5BOYvg2XmtJnyDsA/AvO354dPTR
+p9ie+sj/R/nOqoot65YvfP3uC044zfkleR9QR4rHfEKE1s65/sSjxjyxbtjUT5aV/fbrb2XLPp12
+0l+Pjjny+OvmrA3t/wRA5kiLmE/duuKDhy47vk/f065/Sv6zot7f66F1c64/8ehz7vB8/ONqZWdV
+xZa/f/3qXdd/hhecMqVkA+8GkP5SOuYT0Uzhxr44AGnDYDDE8G28BpM+QdgHYC91yye3nf/glnMe
+n/fzX+XbNv/lf+++MX1yJRFSvrnvyqmLq5NdH6AVKR/zCSFEaNULl136xM/Gm996/abCni0lIYTI
+7WG+5ZVnLm3385MTJs1YTdwHiDSJ+YQQYsf3nofeWd2pYGD3Fg0eFwo8X3TJk8vbDb3i7idfnvW+
+72WXfeQhrSShBtcvvO+8i59dyZIfpK9Uj/mEiGYKN/bFAUgLe36tx+ptvDaTPsE9+wDsUf3jo671
+t8ifWA/OEUIIYRh09u0z+7cbcdS18zdXL5877zfnUYfr93MOIM2ZTKYY/i5PpuCyV5/5uFzX5yqL
+KfdfD7Qzjxza6sU35r/6/toJV3fnM0FksDS7N1/e4InOwUIIRT//pUtn76zvsMrPXdOWn/z09zOu
+6N9q19DoiyZe8MDoM/4rbwpt+vi+Rz6b8Hhhbn1PB1JU2tybL4op3MgXByDVxePXumaTPsHKPgB7
+qJ3GPvps0a6kb5esPhdfflprSQiRnc1nA8h0JSUlpaWl6ZD0CSGCq34LBEVoq7K57kf8Wa1at5RU
+deeOiqQUBmhAu3bt0mM1XyR5nTq3kep9tPq72T+f/uyLl++JCYQQQmp79K0vOk5qJQkRXPvF57+x
+tg/ppFu3bim/mm+v5kzhhl8cgBQWp0X6Wk76BGEfgD1aHHjYQeG/4nM7dGgtSbkFo0cexLI+ZDiz
+2ZzsEmJH17lbF50IrZ31/Hv//OvmPKF1y5aXq9l9Tzm5N+8RkKlsNls6xny1pBY5DbTqVWYfY7vx
+5LZh7wZ0vcecNyRbCKFWVVRyQy+kk/Hjx6dFzFerOVO44RcHIIWZTKaY/1qvTfpMJpM2kz5B2Aeg
+YaE1S5Zuyhloe+TafmR9QBrJGnjeef2ypdC6mZMve3bZ3kV8Oxc988LXusOvftg2iNW8QFqSJKn+
+xTutjxk7Kj/S3we6Tgd2bSEJKdt4cG/eEABa1awp3OCLA4C99iR9Ho8nJieMedInCPsANERVSh56
+Yf34F313ndA62bUAiKls0w2P2gbmSaF1H/zHPPKuBetDQgTXvHfdpS/mXff2vIdPac8bfgB7qZs3
+bKxWpZbHjTy5A68OQMphCgOxkhJJnyDsA1CvnStn33bW+TPEsSf0bsmbAiDtSO2G3T/ntSsHtBLB
+vz91nHnixdPctkkvdX/oK/mhkT1Y1QfgX7Z/tXBxtf7A8fYLe/LnA5B6mMJATKRK0icI+wCE27Fs
+tuvWC4/r08/y4Bcbtv3kvWroEac4FmzkFj1AutH3GP2kPPeeU7rqxc4Vr99yw3NL1Q6dDdyxB0Ad
+6j/vzZhT3u7UO+8cYeDzPyDlMIWBWEihpE8Q9gEIl9PjWIv1pvvc908e3c+gl4QaXL/g7vOs3j9C
+ya4MQKxVbPhjTVvLM7OfvvDQlqKybJa9cOikN1dWJbssAFqy81vXAx/qT3vg8cuM/O0ApB6mMBAT
+KZT0CcI+AOH0rTvn9z2ycJzd5fth2SeOwk46IUIbPnrgie9rkl0agBhSyz+/68zTHu82xXXZWVe+
+/Pmc24/voFO3//zCJYUXv/R7dbKrA6ARFaUPXf/ktvHPvHB5H7bmAFIPUxiIkRRK+gRhH4AGZXUZ
+NuX16ed00glRE/jyiz9Z2wekjaqlj44dffeqUffYTblCCF2n4ffMnffAyZ10avUfb/9ngnspcR8A
+oW5e8N+ip/LuePepc7rxdwOQcpjCQOxoNunz+/3hg8x4AA2Tupxz3YW99UKEtmzeStgHpInQHx77
+nZ9u7nbWeSfm7R6T2gy+6e13bi7Ik9RtXz3y0P+2JbNAABpQ/fuMiVfIp7z01s0Fefs/GoDGMIUB
+zYlH0jdmzJjwccI+APuTYzp6YLaQ9F0O7MzifyA9hNbMeXPBVlXf57A+/9p4VzIMvev5G47IlkIb
+vvhsCZ37QCYL/f2hbay7w4PvPXhKR27pD6QcpjCgOXFK+mbNmhX+EGEfgP1Rq6uqVCl74PCTOvFO
+AUgPqrJRCalChEJh+2y3GDh65MF6oVZWVrEHN5Cx1I0lt1tuK7/x3Sct3fmkD0g5TGFAc+KX9JlM
+pvBHCfsA7Ie6ft4H39Z0ttxgPYz3CkCa0PceOKCdTtSs+HFJZfiDWXoh5Q066vCsCM8EkOrU/eb4
+6oaS/xt17W+Xv+W56KDsOo/V/PHmHa6vw184AGhGtFN4/y8OAKKU4KRPCMH7eAC11PLvPK6ZKzsc
+O/ZSy6AOe2K9iuUvXnXLRwcUveYe14V1fUDaaHOG7bqCtx2l7z7+6pTTL++9z2d/VUtmz1mhO+za
+G8fQ9QOkIbW6pkYVQq2pron8d31o3Uc3jiz636B7ph+2/rvP1+8dr96hrP5pvvexDw5+5uecRJUL
+oIminsL7fXEAEKXEJ32CsA/ALur6d+/8zz1zK1TpAUffEUUTzznx4LaVqxfNfv75L9pPfOuTu0ew
+gxeQVnKOvP3N538bcfmrN4y+OuelqRcONOiFqP7nm+cnX+raYnli9r0ntU52iQBiT91UVqaoQoTW
+rSzbLgra1Xm4qmzmVSOLvL/sVBdPOjXipoN643V3mrnVP6BNzZjC+3lxABClpCR9grAPwC5S5/H3
+P/ZdtXvOot//Xv7BE1M+m9nzkCOOGX72/QufO/3QtgR9QPrJ7nPhjO9Mox975Hn3mCPuzO7QvpVO
+ze521Kh7P3/63AHtWNUHpBd1w6fuu9/4fon8fkmFKoS68c3LT9g068TDC6+cOrFgV6Pfzk9vLLzY
+u6q6gVU9WX3GXXQ86/oATYpuCjfmxQFAdJKV9AnCPgB7tDZd/vTHlye7CgAJJLXtd+4dz597R7Lr
+ABB3Usfh9unDGz6m5fDHAlWPJaYeADEX3RRuzIsDgCgkMekTbNABAAAAAAAAxEpykz6RZiv7vF6v
+LMuNPNhsNsexFMRCIBBIdgkAAAAAAACNpShKcpM+kWZhXyAQaHw81PhYEAAAAAAAAGiYFpI+QRsv
+AAAAAAAA0Ey1Sd/kyZOTm/SJ9FjZZzabVbWBLYciY2UfAAAAAAAAmk87SZ9Ij7AvOtyzDwAAAAAA
+AM2kqaRP0MYLAAAAAAAAREdrSZ8g7AMAAAAAAACioMGkTxD2AQAAAAAAAE2lzaRPEPYBAAAAAAAA
+TaLZpE8Q9gEAAAAAAACNp+WkTxD2AQAAAP/f3h3yphEGYAD+SMB0pslSmirsfA2uXPYjminUfgDd
+D1irJ+q2ZKroyYlJWjsJmd0aJsidIlmGwDBR0dIy0oW7fcf1eRTh4Mtr3lzy5ggAAI9U8qUvGPsA
+AAAA4DHKv/SFEOp5HQQAAAAAVVXE0pckyWAwyHHpC57sAwAAAID1Clr6zs/P8136grEPAAAAANYo
+bunL68C7jH0AAAAA8FdbtPQFYx8AAAAArLFFS18w9gEAAADAGqVd+i4uLh6+aewDAAAAgGIVsfT1
+er2H79dzOR3YUL/fv7q6ip2CW1mWnZ2dxU5BuL6+jh0hf/peNmma6nsZ6Dv/gft7SVSy7/CkXF5e
+Pv7D0+m0sCDbpKClbzAYvH7/7d4lYx+Uwsonb4koTdPT09PYKagmfS+bLMv0nYLoe9m4v1OcJEli
+R2DJaDSq1WqxU1AdHz8PN/n67PdsOBq+efdp/ry54VE3sjT7/mP+9sOXrz9X/GbX2AcAAAAAq50c
+H/6azTc5YefZTrvdzitPCKG532zuN29enxwf3rtq7IOYut3u0dFR7BQsmUwmIYR6vb63txc7C7d2
+d3djR9iUvpeQvpeTvlMEfS+nCvS91Wp1Op3YKVgyHo9DCI1G4+DgIHaWJ6eqdXj18kXsCP+mtlgs
+YmcAAAAAAHLg33gBAAAAoCKMfQAAAABQEcY+AAAAAKgIYx8AAAAAVISxDwAAAAAq4g/BjFcAyn4J
+IwAAAABJRU5ErkJggg==
+"
+       id="image1012"
+       x="-129.25175"
+       y="89.990837" />
+    <rect
+       style="fill:#feffff;fill-opacity:1;stroke:none;stroke-width:0.269497;stroke-miterlimit:4;stroke-dasharray:none"
+       id="rect1038"
+       width="285.98227"
+       height="42.867012"
+       x="27.69311"
+       y="88.689751" />
+  </g>
+</svg>
diff --git a/slides/figs/sorted_list_insert_one.svg b/slides/figs/sorted_list_insert_one.svg
new file mode 100644
index 0000000000000000000000000000000000000000..548347cc9c8683455f0f6b82a8be2e0a3718e08b
--- /dev/null
+++ b/slides/figs/sorted_list_insert_one.svg
@@ -0,0 +1,416 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   width="237.06667mm"
+   height="148.96042mm"
+   viewBox="0 0 237.06667 148.96042"
+   version="1.1"
+   id="svg825"
+   inkscape:version="1.1.1 (3bf5ae0, 2021-09-20)"
+   sodipodi:docname="sorted_list_insert_one.svg"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
+     id="namedview827"
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1.0"
+     inkscape:pageshadow="2"
+     inkscape:pageopacity="0.0"
+     inkscape:pagecheckerboard="0"
+     inkscape:document-units="mm"
+     showgrid="false"
+     fit-margin-top="0"
+     fit-margin-left="0"
+     fit-margin-right="0"
+     fit-margin-bottom="0"
+     inkscape:zoom="0.63072391"
+     inkscape:cx="416.18844"
+     inkscape:cy="279.04444"
+     inkscape:window-width="1884"
+     inkscape:window-height="1052"
+     inkscape:window-x="36"
+     inkscape:window-y="0"
+     inkscape:window-maximized="1"
+     inkscape:current-layer="layer1" />
+  <defs
+     id="defs822" />
+  <g
+     inkscape:label="Layer 1"
+     inkscape:groupmode="layer"
+     id="layer1"
+     transform="translate(4.8870773,-74.840385)">
+    <image
+       width="237.06667"
+       height="148.96042"
+       preserveAspectRatio="none"
+       xlink:href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAA4AAAAIzCAIAAADef+BvAAAAA3NCSVQICAjb4U/gAAAgAElEQVR4
+nOzdd2BT9frH8XM6oGUGUPZIRaTgIAFFUJHECV780bgRlAYVcV1arwrq1aZe9bqwxStbTHAhF7VV
+rwMZCYqICiagskQapmwCFGhLm/P7I9CmSdombZOTk7xff2l6mjwBevrJ9/kOUZIkAQAAAIiUBLkL
+AAAAQHwhgAIAACCiCKAAAACIKAIoAAAAIooACgAAgIgigAIAACCiCKAAAACIKAIoAAAAIooACgAA
+gIgigAIAACCiCKAAAACIKAIoAAAAIooACgAAgIgigAIAACCiCKAAAACIKAIoAAAAIipJ7gLqJoqi
+3CUAAJTHarXqdDq5qwAQACOgAAAAiCgFjIACAAAF+evg8d0Hi+WuokbFxcW///b7+Rec36JFC7lr
+8dUytcl53drIXUUkEEABAEBj+nzln/9bubVzu6iLd4IgFB8v/u233y644IJ1+4rkriWAzTsPL8u/
+Ve4qIoEACgAAGtmIy84Zf+NFclfhy+FwGAz3FRQUaDQauWsJYOHChWs2l8ldRYQoL4DqdDomlQM/
+//zzF1984f3I5MmTU1JS5KoHkJ3T6bRYLHJXgejlcDgMBkPUpk+LxTJlypSUwZPlLiRCFBlAc3Jy
+5K4CkNmMGTP8A2jr1q3lqgeQnc1mI4CiJtGfPrOzs7///vux+Xa5a4kQVsEDAIBYpoj0abVa+/bt
+K3ctkUMABQAAMUsp6TM6ywsfAigAAIhNpM+oRQAFAAAxiPQZzQigAAAg1pA+oxwBFAAAxBTSZ/Qj
+gAIAgNhB+lQEAigAAIgRpE+lIIACAIBYQPpUEAIoAABQPNKnshBAAQCAspE+FYcACgAAFIz0qUQE
+UAAAoFSkT4UigAIAAEUifSoXARQAACgP6VPRCKAAAEBhSJ9KRwAFAABKQvqMAQRQAACgGKTP2EAA
+BQAAykD6jBkEUAAAoACkz1hCAAUAANGO9BljCKAAACCqkT5jDwEUAABEL9JnTCKAAgCAKEX6jFUE
+UAAAEI1InzGMAAoAAKIO6TO2EUABAEB0IX3GPAIoAACIIqTPeEAABQAA0YL0GScIoAAAICqQPuMH
+ARQAAMiP9BlXCKAAAEBmpM94QwAFAAByIn3GIQIoAACQDekzPhFAAQCAPEifcYsACgAAZED6jGcE
+UAAQBEFy/fTm2EHdWqU079jv5heW7XXLXRAQ20ifcS5J7gIAQH7S/o8e+L+JH+51C4JwbN0nzxiO
+qH755qGefEQHwoL0CW6vACCc/Pbj/+2rGvSUjn738de7GQQFwoH0CYEACgCCICSkpjYVvf5fTPR5
+AECjIH3CgwAKAEKKbvz9F6aeSZxiUo9RD4w8iwAKNC7SJyoRQAFAEJoNfm7R13kTbrxi4ODr7s4t
+WDp9RDvyZ52kfctnz7axYAtBIX3CG4uQAEAQBCGxw5UTZ1w5Ue4ylKRiw9zHsheMGDRO14HBDNSO
+9Akf3DQAAPVxYvn02fYyuauAApA+4Y8ACgAInXvH+6++u61C7jIQ9UifCIgACgAIlXTwq9wXFh+V
+5K4DUY70iZoQQAEAoZH2FD76kGU7w5+oFekTtSCAAgBCcXJd3pj73ttWwfAnarFnzx7SJ2pBAA0b
+99Eti2c9cUv/Dk2T05/8udz7S+X71nz4wvgRl/bq0CqlabM2XfoOue0fM5fvZDI/gGh3cv2c0SMm
+LTvI1kuoxdGjRxcsWED6RC3Yhqnxle2zfz5v1qw585dtOVohCYKQ1Kbqi+79K9+YeL9pwe9H3GdG
+D0p3b1ixcMOKj99+O+uDT18d3okPBYCcpOM712862Pzci9St2Am0ulPb//f0KOPrPxxg8BO1W7Nm
+ze233x6d8Y70GSUIoI1HOrHt2wVzZs0yF/y0uyTQ7Vk68nP+mJsnf7GjLNBX3a6f8+64reOKpY9f
+2CTcpQJykYr/WPTuO598bftp0859h44LLdr3OO/CAYOHXn3ttfqBPVUJez+5V2c6+601L1+eHPHa
+yg/99uW8mTNnvf/N5qOqzM93v32DnD+K5Yc2rVi89Ps1v25y7j7gOl4mJKe2ULXv1jP9okuHXqu/
+uHuL4D6quo9uWTp/9qxZ8z7/tc2jK3/79yVVN/3yfWs+mjPrvc+sP2/Y4SpPPUt9weXDRz+UPW5o
+1wDvu3Tn8reen/zc3B/3lVe/f5WvNfVLNlV7KOWWBYcW3pYa8ltG7BgwYECrVq3kriKAKE+fCxcu
+lLuEyCGANpaKja/otTl/nN39LLFJolhS7psx3fuXTr7hptdWHxWS26UPvkzbW92hybGtPy1evHrX
+yTPXSke/f+Fxy+1fju/OKChiUGnRJ0/e9eCbK/eeEhJbdOrVu0evDqWHdq5fumDVog+nmcSkFu27
+tC7Zvbu408NVU1bKlk284JZ5+wL1e8WWt763Zc7fmlZ78MTHd51zz+clgS5vccu7f741ommAL5Xu
+/vHjuTNmvrXw+x0nPK2JQD+B5eteGHLVqxvKA3ypSmLX+z+z+6fn0s/vSbv74xP+Hz0T2o5ZsPHN
+a6slvrKdy9589p9T5q8K/ElWEMSEVr2uH//My8+MvrDmQdpGbcW4d80de93Dy5gmhCCRPuvBYrEs
+WLBA6DZG7kIiRYp6PgWbTCa5KwrMfWT3zqPlkiRVHFzySHqS16+FpN6Tvln21CUtE5I6Xpk197vt
+J7y+q/j32Td1TfS++IJnfjkl13uAckyfPt3nR8PlcsldVG1OrM2/vkOiKCS06jduxopdJZVfOHV4
+41f54y5uW/ljkNj9EVtZ5ZdP7i/a9Nuabz+f++zNfVpUS1tiyzsLSnxfxl28Z8sGx8pF86c8OKST
+94+hILYY9YnP5e5jfy6Z9cTN2vZNfGNcQjvjF6W+z12y93fbJzOevKlPS/98Kja/MHP6ol82bd1x
+0K8mSZKk4/uKNv/+86KZ4y5q7nktMbH9FY9M+3TFb7uPe19X8deiyZef5fmzEFtecOcrBau3HT5Z
+VnJ07+bvF7w4up+q6qXFlv0fW3LA7fcncNxpe/vpUZd2TvF5U0m9J/90SpIkt+un10d083vLXu+l
+1RWvrPN791VKlz3YpaqMpH6mtVFyy7JarT5vxWq1yl1UnJr12dpZn62Vu4pqzGazSqWy2+1yFxKY
+2WzWaDRHjhy5+L735K4lQgig4VD+2/P9vUZAEtqcc067pt1HvPLt3nL/i937P7y1ndfvs+SLX1wf
+4DKgGoUF0KPWrPQmoiA26fPwN/6ZSZKkki3v3NHDExirB9Aq7r0f3dk50SsnBQqgXoptE3t59Xj8
+A2iF8z/XdOx56fUZI6+58OzkaoEsYAA94+SGuTd3rxZuhUT1I7baaqkq6sObU0VBEFO1T6485vcO
+Xd9O7n8moDbp+/elB33/qI6tfv7yllWvnNhl7KfVrynf8NLAlKZtuvXq1aVV9RI9AbRi35LHL24l
+CoKY3C79yhtH3fdI1kOZ/3dJl9Tq2b719bO2VdT0HgigqFO0BVBFpM/Dhw9LkhQ/AZRWbzgkpvU6
+x+vXmdu1K2H428s+fnxI+0T/i8WzRowe7jWsUb5p7fpADURAsSo2z3pq5qYySWwyNOvpa9oFGntr
+2vOuufMf7VvLuJwgth8xZljb4O9ZzS8zXN8pwI9cpYQeD3y9c8uqrwsKF9tXva5vEeySo5R045wZ
+Y7t7P7XYul2bYCY0Vex07iiXhMSe9+U9PbiFzxePf2e65zX7cUkQBEFMveaxf+rb+pbUYsBjr95/
+XuUrVexeMOW9bd7zExJ7P1C4Zf/+7Zs3by/6+uH06hlUcn33zN8MUxzNhmTN/fbPHRuWf/bB7Dfy
+3jR/+tOm1bO8WzHSkaX/eWtt7ZMNAKWI/s771KlTrVarSqWSu5aIIoCGRVKr1s28RinUE+a+dWfP
+GtczpPa/9KKq311S6V+7DrDDCWJIxcb/frC6RBIEoWmHjm1qjHnNBk1+4Y6Otd2TEjt1rfXrPhI6
+dq1jU4nExNMpMjHt5tsGBb/kSGxz/aRHLvXqcVf8ucZ+qO6V4RVFn3/qKBdTL3944pDmvl888uU0
+y5Yzs8fFll27tg6Y1C82jOhRmX2lUvsPa6p9YBVbderSMlEQhIS2uvvHeN1ZBPe+hRNunbJ36EvL
+1i7LG3dFN+9FQs373jvrtZvaen8Q/urrP9hnHspH+oxaBNDwaNLUa6mD2CQ1tdZxmPY9unnlVfeR
+w0cIoIghx375eWO5IAiCdHLj71trTjVim+EP3X1eLQOJYpMmycEOUwqCICYnB3252K57tyDXlQuC
+IAiJ52b+/cY2ld8gHV/23sc76/q5LV83b97PZaLqhgmj0/xeq/wP+6/FlRlWKj1ZwwqkpD4XeQ0U
+S6U7dwRcoiXQigFIn9GMABoWofziEwQhoWVr71UNZaWsNUUMcR8+cOj0vpGn7G9Psx2peaSwSf87
+b+8rz94cYktVSNt+iu1ufGBUVRteOrF8tvn32pvWJ5bPeWdDeWKX2+8feZb/S4lNU5pWPSqmNm8W
+uByxeefOXmOj7qOuGj+w0opBPCN9RjkCaHiICSHtYN20qfcvhYoKbvuIIWJq88olLhV/zhx794x1
+xTVdm9T3bzf0rK1fEDZiSorvsvE6NBsyYdxFlZ80pVPrzLO+O1nz5dKh/83+786KpD5j79M1C/D1
+xPSMWzSn86KY1H3kTQNriIpis2rZtLSWD6y0YhCvSJ/RjwAaHgliaH+yIieuIGaJ7XqndziTfKSK
+XZ89fPmlo1637QqYm5Iu+ffvW98YGvld6IXk5FCHXpP6Gifom1f+7FZs/3DGZwdrGt5171gw+3+H
+pNTL7jVqAr+75Ismf/b1m48Z77z7kZcKluRd27KGZxIrZ64KgiBIFeU1HktEKwbxifSpCARQAGGW
+PDBjRFfvzFS8/sN/XJV+wYjHzav2nJKvrmrEhMTQ+haCICR0vf1BQ/vKu6j70P9mfrAt8Khhxfp3
+5nx7UlANv/9O/+mfZyR2HPLgq2+/P++NJ0b0TPH/cuneNR9PeeTG/iPyt1SbSFvzlAZaMYg/pE+l
+IIACCLdU3RPPDj+r+t1GKv7ji9fGXXZu7+smzvp2Z1Qsd6lHH6L1sAljelaOnEonV8ye6wgUqUtW
+zrWsO5XQ5db7R54d8su4j/7xzYzHb9Z2737JLY9NW7SrSdvUIJ+DVgziDOlTQQigAMIuoYfR/OHj
+A1V+NxzpeNHiNyboep2ne+BN646oiKGhaXrp+PsuqVo8VL7BMst63O+qI1/P+aCoIqn33eP1frsv
+1eaEc+mMrBv6du8z7MHXCjYm9b8z553vtjo/GdtVlmmyQHQjfSoLARRABIhnXf3Ssu/nTbi4bYCu
+sFSyY/nMR67uc5HhxSW7oqUnH6TEXndPGFa1Kr1i139nFOyr3hSX/vp4TuF+KWXwfeO0wU5uPVn0
+zZRxg3r2vvbBqV//mXThrc+8t6qo6If3THdd3jXY4U8gnpA+FYcACiBCmvcdM2Plr8tev7t/u8QA
+IUo6/kfhP4cPGPb8dzWu5IlGYoebHri1S9V+TEe+nvnen95zNCs2vztnabHQetj4O88J5o5btmPR
+v/7vwguGPWb+ca+7/RV/n7d6y5oFz40e2DH4jfKB+EL6VCICKIAISu48NGveT5tXv//UyPRW/oOh
+UvneZTkjbvzXjzVu1BSFWlw1IbNP1UTQkh/nvLWmagF52eq3315dKna+5f6M9nWOXZbv+mqSvv/f
+cj7/84SU0PbyyV/8Yp16Vz//qQsAziB9KhT3NQCRlthWM+qFwl+3rHr70Wt6+HWU3UdXPT/2meUK
+iqDJmnvuH1K1hWb55ndmfHP09P8UL5nz3h/lSb3vHn+179nvvip2LLxXb3h15YEKSRCbX/zk51++
+cF1nebblBxSC9KlcBFAA8kg6+5LMKYvXry14Zri6+h7w0qnNc158P+DJlg2Y/yiFr7Gf0OPOCTdW
+naTu3vPJzI//kgRBkPYVzvn4Lynl0nvHDahj+mfZr1NG3fPOH6WSIAhi0vl/n/7MZSEdzQTEHdKn
+ohFAAYRZ6Ue3tRk2Z2/g/Nes18jnvrCv+M8tPb0OohSkE999tth/Kmhikvfyb7c7pEgpSeHb11Js
+e+OEO3tUTQQ9tmTmO5sqBHfR/NlfHxFaXX//mJ6132yl/R/lvvzDsdNvKKn/XZn9m9b6DUCcI30q
+HQE0PCoqvBchSHX+nvQem5Gkuq8HlKXsZ9vKmnvqomrAQ/OXzrmpc1W8lE5t3eys8L2uaVOvlCpV
+nCgOYeMmyV1e7vuEjSh1yP33aJpUHsxZuuatOauK11re+qFE7HTLeENd0z+PLP5o0eEzAVlsnt63
+R7A7LUX+diFW3y/UzYb1iDjSZwwggIaFdOL4iapfCtKpsrLaf0VUz6slJxW4HSJQG7dr8cdLjtR2
+RVKP0VOeHup1FnmAn5kEVVvv9TgVu3furi1SSqWlpd7PEt6zJRP7ZE64qkXVfkxb350y6VXLhvKk
+8+4af01d0z/Lizb8UVJVa3lZWdChrvrdIyKSkrx2MZCKjxXziRmRRPqMDQTQcJAOb99+pOr3h/vQ
+/oO1/opwHzvqdQd3H9q9hwSKGOM+8OmM+dtrTVUJ3a4b3q9yzU1i1+5d/AYBm3XpUjXTUijf9OPq
+wzVln1PbCyfe+e81XruKuo8dK665AMnt3dGX3O6Qp4wmdLn1gZs6VE0E3V8wff4Od9OB994zoM4N
+lKpnZalk3Zr15TVdW1Faesrr2rLSmj/fhqcVIzZv0bwqgLr3/LHliPeF7t2f/vO+vB9O1PFaQL2Q
+PmMGATQMpMPLl6z2+r0nFf+w+PtalvQeX/ml7XDVL0ap5KeltV0OKJFUvOyl3C9r3eFTbNm65Zlb
+UnKfoUM6+LWtk3pf0Du58lGpePGMt34PMKpZtmPRs8Mvve2do+3be2XYim1b/Jr6XkpOnPQqrqyk
+JPRhvdbDJtzdq9qydbHVdePHnFt3Nz3hrPbtvO7G5Zvenfb1oQAFlO+xvmgYPcPrfUjHjhw9c/c4
+uX7etC/2e4XT8LRiEjt7fzaQSr5978OtlXG5ZNPcBx+ce6JHemqtLwXUB+kzlhBAG1nFsa1LX7/n
+iYLD3iMtFUVzxhv/8+22o35jGhVHt1rfMN43u6javtW73nnIONW61f9yQMEqts+bMOG9oppPOirb
+8Osmzz96sdVVD4zt65/bEjrprjq/KuFJJ1aZbrz1319vPROzpBM7Vn7w3KhL+t3w/I+dH1n4wQPe
+2a9i+ydz/rfXLQiCcOrwfpfPj9epv3bv8/oYeGrvX/tDn9rY5JJ77xvotaI/oeNN99/kn6P9JXYf
+MKCjd60737k/c8av3od6VhxYbX54aL/r/mk73sJr6yrppH3V2lJBkFyrXsm45u+LDnp9KUytGPGs
+iwf29PpbOLbs8esyJk17/8N5UyfdcsmgB5adOylnZBtW8KORkT5jjRT1fAo2mUxyVxTYqZ+eGdCu
+eZMA5wyeIYpJKS3PGvrq+nJJKt+Ud3X71s2SxVovT1Vd9OTKMrnfGaLR9OnTff7BuFwuuYuqQcnC
+W1PO/Ktu2vOWab8ccQe4qnTjG9d4ZngmtLv2Pxtq+Hdf4Zxxne/uRGJC8059Lhl8ab9z2zdLFAVB
+EFsOeHTR3oqKP6dcXr35LSa3Pffigf3S2jY7N/u7Eu/ndX15bzfvwCu2/r95ewKVWQf33nczVGfq
+S+r9xA+lQX5jycrHeydVf2Nii/Nu+PvLc977wPLGs/de26tVgig2O++O6T99/6/+3ls6iSndBv/f
+jYO7pSaedd2b66tez31wwW1tvccYEs95aMmxmisoXvbwOd5/BIld7/2qhsvLN752ebOA9y4xsePI
+uX+eCv4PrDFZrVafcqxWqzylxL1Zn62d9dnaRnxCs9msUqnsdnsjPmcjMpvNGo3m8OHDDX+qi+97
+r+FPoggE0MZT6vpr54467dx79JQkSdKpo3uDufovV7C/vxBfFBpABUEQxObn/m3yu6t2najKdye3
+L315pLqpKAhiYnv9v747WEv0K/3tdV2bmns3YmKHq55fcdAtSZJ/ABXE5LP6Gf4xfdHmIxWVT1h+
+bNu3b9ycluwTqBLaX/3sZ78fKA01hRZ/c78nyopNB72yqTzo73Pv+2xcWlItn0ib97lzxhqXW5KO
+Lrzdf4fQhNYDn1p+6Eyx5Uf/XPJaRg+f9yQ2OeeWN5Y7j/jlw/Ijfy6bemvPJv6X5y/70/9ySZJK
+N87J6Ob7Rya26DNm7m/HQ/wDazwE0OjRuAE0ftKnRACNKj43lOgNoEAEKS2Ais279huoUasqM4uY
+2LzLBYN0198wTH/xOapkURDEhBa9Ml5YsqvOMX/3geW5+g4BspqY3OGKfxRsPTO06R1AxdQug0c/
+O2/FjhNeT3Rqdc6ANrX2IQQxMaXVOQ8vDuVz4Cn7sxcmi4LYaoT5r9DS64n1c+84NyXA+0psd8kD
+7/x67PSzuQ8W3NXJO4KLTbr97ZWVnvQZuVZM+b6f5j1122W9OrRomqLqrr1hwmtfbpEvfEoSATSa
+NGIAjav0KcVTAOWYNwBhljzwEctXphuu69tSLHdt+cm6ZNm3P/y4Zt2mP7etW7mhLLFFuw49rrh9
+7DDD3cab+p8dxD1JbHfls4vXDXs3P9/y6XLH1gNlqWd3U/e+ZPgdmZm3X9WrVfXR0YSWPa8aNX7C
+A8b/05ztexZR0kXZX/x676k6VhuJic3b1bmMvdqzjpsw5LW/r7/p/ps6hjYRMrXPuA9+uey2N19/
+66PFP23+65jQskO38wZcM/KOsZk3DWhf+Scjth059ZMpFY+89tm6g8md+11zx8NPPnGn9vSocFK/
+f/xv7fjyulZQiU1ad0gUBOGcez745ZY61iYJgpjU0u8PT0g8+5K7X1hw9wshvUUgJMz7jGEEUABh
+ltB9yO3dPf+ZpDr3MsO5lxkmNPQ5E9sPzHzxg8wXa33dcx5dUfpobVckt+7QpXVDS/F/3R73fvzH
+iLJWXVuF/r1iy3TDk7MNT9ZxVZtBWe//nBXwa01adwzhPSW1bN+lZSgFAhFD+oxtBFAAaGRNVJ27
+y10DoGikz5jHNkwAACCKkD7jAQEUAABEC9JnnCCAAgCAqED6jB8EUAAAID/SZ1whgAIAAJmRPuMN
+ARQAAMiJ9BmHCKAAAEA2pM/4RAAFAADyIH3GLQIoAACQAekznhFAAQBApJE+4xwBFAAARBTpEwRQ
+AAAQOaRPCARQAAAQMaRPeBBAAQBAJJA+UYkACgAAwo70CW8EUAAAEF6kT/gggAIAgDAifcIfARQA
+gNhRWFjocrnkrqIK6RMBEUABAIgdU6dOTUtLy83NjYYYSvpETQigAADEFJfLZTKZZI+hpE/UggAK
+KNKRI0d8HmndurUslQCITp4Y2qZNG6PR6HQ6I/nSv2zat6TAMnXq1KKiouhMn0ajcfny5Xa7ParS
+55rNewec10HuKiKEAAoAQCyzWCxpaWmRjKG7/9q9ZcuWqB1cNBqNgiCYzWa5C4lrBFAAAGJfJGNo
+SUlJXn4e6TNUJ0+clLuEyCGAAgAQLyITQ3v06NGiRYvwPX+9RXP6dLlcr7zyitxVRA4BFACA+BLu
+GJqYkBiOp22gKE+fer2+W7duchcSOQRQAADiUeTnhsoo+tOnRqMZd884uWuJHAIoAADxKx5iqCLS
+Z3SWFz4EUAAA4l0Mx1DSZ3QigAIAAEGIxRhK+oxaBFAAAFAlZmIo6TOaEUABAIAvpcdQ0meUI4AC
+AIDAFBpDSZ/RjwAKAABqo6wYSvpUBAIoAAComyJiKOlTKQigAAAgWNEcQ0mfCkIABQAAoYnCGEr6
+VBYCKAAAqI/oiaGkT8VJkrsAAIACiKIodwkh0+v1cpcQFywWi8ViyczMzMnJUavVkS+A9KlEjIAC
+AICGkms0lPSpUIyAAgCAxmGxWARBaHr+6Mi8HOlTuRgBBQAAjSAzM7OoqChieYv0qWiMgAIAgAaJ
+/ARQ0qfSEUDjiVSy7491v274Y+v2vYeOFpeUi12ve3jc4DbKW1kAIOJeeukluUuow9atW2fPnu39
+yPjx48855xy56pHL7Nmzt27dGrGXk2XtEekzBhBA48DJnas+X/hRwadfLFm16WCpJAliQmq7tPS+
+vc+76tLyIJ9ixTPXjZv/l7vOC8XUy3O/sdzZiVALxJhJkybJXUIdbDabTwAdNWqUTqeTqRzZfP31
+15EJoHIteyd9xgYCaCyTjvy2MO/5V2YU/LKvTBLEhFY9rzKOvi3jhmuv7J/WOoS/evfOD/79n+//
+OCLVeWVChzGvDu9I+gSAGMaOSwGRPkNCAI1R0rHf3v/nQ5Nmfre7TBIEMTVt+MQXX55024Wqeiw7
+K/3pjde+CSJ9CmJS33uzRtDSB4AYJWP0FEifsYUAGoOkI7/MenDMY/M3HJcEQUhopRn3xjtT7r6w
+Vf2CobTnvy+9tTmYVr3Y8rqsB7TJ9XoVAEA0kzd6CqTPmEMAjTWlfy54aOQ9b/9+XBIEQUzukZFf
+OO8BTct6j0qW/fLmK1+66p78KQiJ3Udn39GFjb0AIKbIHj0F0mcsIoDGEunIT6/dnvHUN3+VS4Ig
+iE17jbF8PfeOcxowJintL3h51vpTYpuRlvUFdzO5EwDiSDRET4H0GaMIoDFDcn3/3I03PrfisFsQ
+BEFM7JIx/Yu3GpQ+BeHUrzNe/vSgO6nXuCduI30CQLyIkugpkD5jFwE0RpxcN/XWjDPpUxCbaZ9Y
+MM/Yq0mDnlM69Pkr09eWCa2u/8fEQSmNUSUAILpFT/QUSJ8xjQAaC6S9nz1y8xNLD5yeqSm2HvrC
++7mX13/ep0fFhtkvf7TPnZg2dvKYbkztBIDYFlXRUyB9xjoCqPJVbJ17z73mLadO75MkttI9N+vh
+9IYuRpeOfPXqf1aXCs11WVlXNmtwkQCAaBVt0VMgfcYBAqjSVWyZNV9g+vwAACAASURBVOGJr/af
+WaYuNtVkv3b/eQ3+e63YMvelBX+5BTHl6Ld5OWXaiwcPGXJJr7bssQQAMSQKo6dA+owPBFBlc+98
+7x/PLj1cuUtSQodbn52obdrg5z225LWpq05KgiAd/OWjN3/5SBAEMbFlj0E33HzbnWPH3HBhW/7h
+AICSRWf0FEifcYOpfYp2bOkLpi8OVsZPMfnC+x9rhJOI3EXzXn5/R0X1B6WKY87vF0yZmKHp3uvq
+h2et2F3W0JcBAEReZmZmUVGR2WwmfYaE9Nm4CKAK5v7z7Rfe2VaVE8XUK+4zXtjwscnjy19//dvj
+NR29KbmPO5dNmzC0T//RU7/fV1HDVQCAaBPN0VMgfcYZAqhyla6aMW3FiaqcKLa4euyt3Rv8N+re
+/v5L85x1Bkv30d8/yNYPuPGlFQeCOSYJACCfKI+eAukz/jCVT7GOL3v7gz+9cqLYQn/rDWeLgiC4
+j2y2fvrZomXW71Zv3L5n38HjCa07dO7R9/Ibbrp99O3X9Kp9eyapeH9z/eM5A08UHz18YO/uHc6t
+mzZu3nXkVKABUenUzq+eul5X9O6X027qzj8lAIg+UTvX0xvpMw6RGpTquHXBZ3u9xh7FlMtvvLbl
+btu0l15+451v/jjq9k6M+7Yd3bdt489fvf1Sru7hV9803d63RU0pVGw1YPTkAdUekk7u+X3lki8+
+mT9v/qKNhyuqR1HpxO9zRg9L+Mg67W8dGE8HgKihiOgpkD7jFZFBoUp/+GLxQe/ed2KXFPvES86/
++pFpS/adPSjjnqzJzzwz+e+ZIy7unFqVNaXSndYpo4cMe8a6P4S+uZja8YKrx0ya9sVvRb9+nHtz
+H98hVKlkw+y7x0zfdKphbwkA0Ciiv+FeifQZtxgBVaby9ctX7KuWIcu3FM7Y0fXKB6abnhir655a
+9YWyv75985F7nv5kS8npoUv3oe9fvHFY+ZfL/n1l69AWzCe07mN49qMb7v7fc+PGv2L7q7xqLNR9
+aOlT90+/bsnEhu9ACgBogIKCApVKJXcVQSF9xjNGQBVJOmxfs8V7nZDYtPt1Ty5cu8H65oRq6VMQ
+hCadrnx0gW2+sVcTr5HQ47+8dtfEz/fXtNK9Vk3VI15Y9MN/77+ouXd8lY5992JO4cF6PSMAoLGQ
+PhuO9BkBBFBFKv/j983VlgUl9X9k2vM3965pZmdil4w35mWf7xVBhYod7z/+0vcn61lAcg/DtG8W
+PtA3xesZ3fsL33iviCXxAIA6kD5BAFWksp3b//JOemKTbj061/532XzQ5BdGdfK6RirfYs4vPFDv
+IcuEDsPzPnpJr6p6Sqn0x4WfOkmgAIBakD4hEECVye06cKjcOzkmtO/cqa5j2kXVDVn3nu89RdPt
++ua/iw43oGnepM/Ds57TtaocBZVOOWzfu+jCAwBqQPqEBwFUkU6eqN47Tzi749l1/1UmXXjn6P7e
+OVU6vurbNQ1au5547vgX7u9dmWql0s3r/+RwJABAIKRPVCKAKpEkSVK1ccYEVRtVEH+ViT2HDUuv
+NgZ6aNPGvQ3rmTcdOGH8oKZnBkHdB/ZxMBIAwB/pE94IoEokNmverNpyIzG1WWowOyolpQ8e2Nb7
+79x9YG8oO4IGktBjxP9pz6RaqfxUOS14AEB1pE/4IIAqUUKb9mc1qRY43VJwsS+59/nVduqUysoa
+vH18ovriAR0ST1fWolUL/k0BALyQPuGPsKBITdQ9uyV6/b/72NFjQQ1kJnTs1jnZK7qKzZqn1nx1
+kBK6dD+zBD+x+zndE2u/GgAQR0ifCIgAqkhJvTUXeDfhK3Y6dwa39iextcr7JM3ETl07NTgwiknJ
+p0NtYnuNphv/pgAAgiCQPlEzwoIyNR88dIBXE96987ffg9v+SExOTqr6vsTuF17QJrTjOANwH9p/
+yC0IgpDQ9urhlzZp6NMBAGIB6RO1IIAqU0KX4TdeXJVApTLHqjWlwXyjVFJSUplUE84aor+wwYe3
+S4d/XeusEAQhsfsdmVc3b+jTAQCU7+WXXhZIn6gZAVShEtS33q2rOozdvX/Z4mB29JSK9+ypnC2a
+0PHGW69s1tBKpANfF64okQSx+eVZfx/S8BmlAACF2/3XboH0iVoRQJUqoesdWaO6Vs7frNj2WcHP
+ZXV+V/mm3zaWe/5TTO5rnHBVgwcsy9ZOz//6mCQ26fvQv+87lwVIAABBECZNniR3CQFEefr0PWUm
+phFAlavVdU89fXXrM4OgFUULzEuP1fEtFZuXWrd7VisldLj52b/3b+iEzZOO1x6aYi8TUi6YOPOf
+lzV4NBUAEAM6d+osdwkBRHn6dLlcr7zyitxVRA4BVMES1OOm5upan/47rNj1wQuzN9e6Fr7kR/O7
+604JgiAknP23F166ub3f+iP3vu9eN16l7Xv+pTdMyF+2s/Yh1ZObLJkG0w/HxLOueXn+v65oWe83
+AgBAWEV/+tTr9ddcc43chUQOAVTRktMfNv/H0DlRFARBkE788MIjs7aU13Rx2e9vTp71R7kgiEnq
+O2fMzOzh95cvHVz4cMbjFqtjw/qfvpr16LUXDR7/1ppDATcYPbn186eGDbln4baKdkOf+2zhI+c3
+bbx3BQBAI1JE+pw4ceLlV1wudy2RQwBVuMQeY8yfmC5vkyAIguA+vHjS7U8uOxhgQ6by7R8/cPMz
+K4olMeHsq1/6eObNnQP81bsPbd9etaG95D78y5zxg/sOuit33tLf9pyoEAR32dE9G5bPf/Wha/te
+MPLf3x5I7XPXW7Yvnx7cusFbOQEAEA5KSZ+ZmZly1xJRBFDFE1te+vTnX718Q9dkURCk4l+mZOjv
+mf3TvqqBUKl4y+c5I4aMNm8qEVJ73TZjSeE/+gdee5R4zo23XdqiWpiUTu39+T1T5jUXdmrRtEnT
+pimqTn11dz4xfcm2ig5DJr774yqL8XxmfgIAohPpM2oRQGOBqLr0sU9//PJfhj6tEkTp2K/mCYPT
+umuuuWn02LtuvWHwuV3SRz63aEdC16uy5v3w8/zxF9W88j0x/e/vvzNB0yrQPwup4lRZuSSJCc17
+DL3npYK1m5fnjz6/JUOfAIDoRPqMZg3ehRxRIqnzNU9/sm78L4XvffjZ18tWrd9etOLz9WJq6/bd
+zxsy5tZrb7z1jhsHdKh70XtSd8P0Hy4e9cFb73y6dNXazdv2Hj5eJjRt3rpNR3XvC/pdMuSaG0YM
+v6KXiu2WAADRjPQZ5QigMSXp7P63ZPe/Jbthz5LSbci43CHjchunJgAAIov0Gf1owQMAgNhB+lQE
+AigAAIgRpE+lIIACAIBYQPpUEAIoAABQPNKnshBAAQCAspE+FYcACgAAFIz0qUQEUAAAoFSkT4Ui
+gAIAAEUifSoXARQAACgP6VPRCKAAAEBhSJ9KRwAFAABKQvqMAQRQAACgGKTP2EAABQAAykD6jBkE
+UAAAoACkz1hCAAUAANGO9BljCKAAACCqkT5jDwEUAABEL9JnTCKAAgCAKEX6jFUEUAAAEI1InzGM
+AAoAAKIO6TO2EUABAEB0IX3GPAIoAACIIqTPeEAABQAA0YL0GScIoAAAICqQPuMHARQAAMiP9BlX
+CKAAAEBmpM94QwAFAAByIn3GIQIoAACQDekzPhFAAQCAPEifcYsACgAAZED6jGcEUAAAEGmkzzhH
+AAUAABFF+gQBFAAARA7pEwIBFAAARAzpEx4EUAAAEAmkT1RKkruAkFksFpvNJncVgMy2b9/u84he
+r5elEiBKuFwuuUtAbUif8Ka8AOp0Op1Op9xVAFGHD2YAohbpEz5owQMAgDAifcIfARQAAIQL6RMB
+EUABAEBYkD5REwXMAdXpdHKXgJhVOW8yKSlJrVZ37dpV1nJCsH379q1bt3o/wk8K4EOlUsldQlwj
+faIWCgigVqtV7hIQs9q0aeNZOVteXr5ly5YWLVrk5eUpIsnt2bNn165d3o8MGDBArmIAwEdxcbH+
+9mGkT9REAQEUCB+NRuO9eNzhcOj1+szMzJycHLVaLVtZQejYsWPHjh3lrgIAAqhwV2RnZZM+UQvm
+gCKuBezQWSwWrVabm5sb+XoAIAZs27bt3HPPJX2iFgRQxDWNRhPwcZfLZTKZ0tLSCgsLI1wSAChd
+SkrKpMmT5K4igChPn/4njMQwAihQI6fTaTAY9Ho9Zx8AQPA6d+osdwkBRHn6dDgcr7zyitxVRA4B
+FHFt6NChdV5js9nS0tJyc3M56A8AFCr606derx91xyi5C4kcAigQFE9H3mKxyF0IACA0ikifeXl5
+l19xudy1RA4BFHGtpjmgAblcLqPRqNfrHQ5H+EoCADQipaTP6CwvfAigiGv12KfaZrNptVqj0UhH
+HgCiHOkzahFAEe/qt9+nxWJJS0vLz89v7HIAAI2D9BnNREmS5K4BkJNer/feiz5UarXabDYr4vAk
+AIiMCa8t6XRW807tmkf4dZ1OZ+WYQkVFxa/rfu3cuXP7Du0jXEYwThw/se7XdeekneNd3l8Hj/91
+4PjMx66RsbCIIYAi3hkMhoZv9pmRkZGXlxflhycBQGSs2bx3zaa9kXxFp9O5fPlyQRDGjh0byddt
+dL27tR2q6Sp3FZFAAEW8y83NNZlMDX8elUqVlZU1ceLEeswrBQDUj81my83N9TSyMjMzo/P4Jfhj
+DijQODyHJ2m1Wg5PAoAIcDqder3eexoVbSgFIYAi3gWzF33wODwJAMLN6XQajca0tDSfGfyNez9H
+WBFAgcbnOTwpOzubrZoAoBFVRs+Ax4IwAqogzAEFBFEUw/TMKpUqbrfYAIBG5HK5srOzaz+Ojkij
+IIyAAmFUeXhSQ3Z6AoB45nK5cnNz6zwMme3wlIUACoR2IGc92Gw2vV7P4UkAEJLK6Gkymeq8f9J/
+VxYCKFCfAznrwXN4Um5ubgReCwAULaTo6UEAVRYCKBC525Znqyb/lZsAgEqej+vBR08PlsArCwEU
+iPTnZs/edQaDga2aAMCbJ3rWb8ISI6DKQgAFhNatW0f+RQsLCz0deSaGAkBl9Kz3J3MCqLIQQIGw
+L0KqBYcnAYhznk/jDYmeAkvgFYgACsis8vAkh8Mhdy0AEDmeHUIaZT4Sw5+KQwAFouKjs81m02q1
+HJ4EIB54omcj7pFMAFUcAigQRfLz8+vcbBkAlKvRo6cHS+AVhwAKCIKs00B9eA5P0mq1bNUEIJZU
+TjcKx82NEVDFIYACghCpveiD53A4PIcnsVUTAKVzOp1GozEtLS18Cy4JoIpDAAUEIVpvXhaLRavV
+cngSAIWqjJ5hnVkUDfP4ESoCKCAI0RpABQ5PAqBMntlEkZnUHrU3cNSCAAoIgiD06NFD7hJq4zk8
+Sa/X05EHEOUqj3GP2HpKAqgSEUABQVDI/ctms3F4EoCoVRk9Qz3GvYFYAq9EBFBAEKJvEVItbDYb
+ARRAFHI4HPn5+ZG/QSliBAE+REmS5K4BiAqiKMpdQh1UKlVOTk5WVpbchQBAYC6Xy2AwRHjOOklG
+iRgBBZRBp9PZ7XbSJ4BoplKprFZrXl5exF6RJfAKRQAFTovau5hKpSooKLBarbSZAChCVlaW3W6P
+zC2LG6NCEUCBqJaRkVFUVJSRkSF3IQAQAo1GY7fbMzMzw/1CBFCFIoACp0XPaZwenoHPgoICBS2Q
+AoBKKpXKbDabzeaw3sRYAq9QBFDgtKjKeVlZWQx8AogBmZmZdrs9fJ/wGQFVKAIocFqU7EWvVqs9
+U/ijKhADQL2p1erwraEkgCoUARQ4LRruYp6Z+1G7HAoA6i0vL89qtTbuR2vulspFAAVOk3fEUaPR
+MPAJILbpdLqioqJGTI3RMHCA+iGAAqfJuAjJZDIx8AkgHjTuRqEEUOXiJCSgSuQPQ9JoNGazOdoW
+4ANAuDkcjuuvv37fvn0NeRKr1cpHd4ViBBSoEskbmUql8gx8kj4BxCGVSlVaWtrAJ2EEVLmS5C4A
+iEc6nc5sNnPrBBC3jEbjkSNHGvgk3EWVixFQoErERkBzcnK4bwKIW7m5uTabrYFPQvNd0QiggAyM
+RqPL5ZK7CgCQgc1mM5lMPg9mZWWFulEoH+MVjQAKVOnXr19kXsjpdObm5kbmtQAgerhcLqPR6POg
+RqPJyckJdaNQAqiiEUCBKpHcgzM/P7/hHSgAUBaj0eh0Or0f8RwZ77n9hrRRKKfAKxoBFKgS4c/T
+2dnZkXw5AJCXxWIpLCz0eTAnJ8d7M5DgNwplBFTR2AcUqCbCW4GaTKacnJxIviIAyMLhcOj1ep/p
+7xkZGQUFBTVdbzAYfIZLvRFgFI0AClTTpk2bhi8Patas2YkTJ4K8mK1AAcQDrVbrcDi8H1Gr1Xa7
+vZa5Ty6XKzs722Kx+H9Jp9NZrdZGLxIRQwseqKbhWTArK+uHH34Ifjqp/3x8AIgx2dnZPulTEITK
+qZ818UwPDXgZ/XelI4ACjUaj0XimLl100UXBN9YdDgcr4gHEMIfDkZ+f7/OgyWQKcrFRZmamf6eI
+AKp0BFCgmnrvbOw5V7Py27OysoJ/qvz8/FrmOQGAonk+nHuPYup0upCmv3ua9d4bhbIEXukIoEBD
+aTQau93ufzOts7tUKeDGeAAQM7z3V/I01uvxJN4bhTICqnQEUKCakPaiV6lUnoHPgDNH1Wp18B/x
+bTabf4sKAGJG5f5KZrO53vGxMsgSQJWOVfBANTabTa/XB3OlTqcL5jbqv/CzJiqVym63c1cFAMQ8
+RkCBaoJZBa9SqTydoGDCYvCdJhrxAGKGy+XSarX+284DHgRQoJo6Z23qdDqfufC102g0JpMpyItt
+Nhv3awAxwGg0enaSz87Obvjmyog9tOABX2lpaQHXpHsmzmdkZNTjOUNqxBcVFUXyVHoAaFwWi8W7
+n6PRaMxmMyduwBsjoICvgI31jIyMoqKi+qVPgUY8gLjhcDiys7N9Hpk6dapc9SA6EUABXz6jj2q1
+uqCgoKCgoCGjkhqNJviufWFhIY14AAplNBp9eu5qtTovL0+uehCdCKCAL+8+UVZWlt1ur/fAp7ec
+nJzgV7j738EBIPrV78hNxCECKBCYWq32bFnXWPfNkPZedrlcnM8JQFkKCwsbcuQm4kpi8OtzgfjR
+pk2b+fPnp6enN+7TqtXqI0eOrFq1KpiLV61axWbLAJTC5XLp9fqSkhLvBz37JctVEqIZq+CBiHK5
+XGlpaUG21z3HH9O6AhD99Hq9zWbzfoTDNVALWvBARIXUiHc6nTTiAUS/3Nxcn/QpCEJDjtxEzGME
+FJCBwWAIfp271WplBhWAqOVwOLRarc+DWVlZrHxHLQiggAxCasRrNBq73R7ukgCgHjxHbvoc3qHR
+aKxWK9OHUAta8IAMQmrEOxwOGvEAopPRaPRJn577G+kTtSOAAvLIyMgIvrFuMpmCPMkTACLJP2jm
+5ORw6ibqRAsekI3T6dRqtTTiAShaYWFh5dkZGRkZBQUFclcEBWAfUEA2KpUqJSVl0aJFwVy8Z88e
+lUo1aNCgcFcFACFJT0+/4447li9fnpKS8tVXX6WkpMhdERSAEVBAZv6b59WETfUARDOn08kNCkFi
+Diggs+Bn67tcLqPRGO56AKB2Npst4Nwh0ieCRwAFZKZWq7OysoK82Gaz+R+1DAAR43K5DAZDWlpa
+kK0bICBa8EBU0Gq1Qa5zpxEPQEbes4ZMJlNOTo6s5UCpGAEFokLw24K6XK7s7OywFgMAAfkcuWky
+mfzPQAKCQQAFooJGowl+S4rCwsLgT/IEgEbhcDj8b1McFIz6oQUPRJGQGvFFRUWcNQIgMjhyE42L
+EVAgiuTl5QV5JSviAUQSR26icRFAgSii0+mCXxFPIx5AZFgsFv+7DUduoiFowQPRJWCfqyZqtdpu
+tzMCASB8HA6HXq/32fiTIzfRQIyAAtHF09UK8mKn05mbmxvWegDEucpz3iup1ergb1NAQARQIOqE
+1IjPz89nO2gAYZKdne2/MpKpn2g4WvBANHK5XGlpaQEPu/NHIx5AOBQWFhoMBp8H2XwejYIRUCAa
+0YgHIK+AW23odDrSJxoFI6BA9DIYDMGvc7fb7axIBdBYjEajxWLxfoRzgNGICKBA9AqpEa/RaOx2
+e7hLAhAnPCOg3p+BCwoKMjIyZCwJsYQWPBC9QmrEOxwOGvEAGotKpSooKMjLy/PML8/KyiJ9ohEx
+AgpEO71eH/w6dxrxABqXw+GYOnVqZRIFGgUBFIh2TqdTq9XSiAcAxAxa8EC0U6vVwS87dTgc+fn5
+Ya0HQKyyWCz+284D4cAIKKAMwTfiWakKoB4qj9xUq9UFBQVM5kFYMQIKKEPwR48E3L0PAGpXOfbp
+mfZDLwVhRQAFlEGtVgd/PqfNZuOXB4Dg+R+5GfAQTqCx0IIHlESr1Qb5K4FGPIAgceQmIo8ACiiJ
+w+HQarVBXpyRkVFQUBDWegAoXcADL3Q6ndVqlaskxANa8ICSaDQak8kU5MWFhYXBn+QJID4ZDAaf
+9BnSERhA/TACCihPSI34oqIito8GEFBubq7/Z1qO3EQEMAIKKE9eXl6QV7IiHkBNHA6Hf/rkyE1E
+BgEUUB6dThf8inga8QD8uVwu/4VHGo2GhUeIDFrwgCK5XC6tVut0OoO5WK1W2+12GvEAKhkMBp+P
+piqVymq1sv88IoMRUECRQlol4HQ6c3Nzw1oPAAWxWCz+jZGcnBzSJyKGEVBAwbKzs4PfcN5qtep0
+unCWA0ABKo/c9H6QXdsQYYyAAgqWk5MTfGO98pw9APHM/z6gVqvZdwkRRgAFFIxGPIBQ6XS6oqIi
+736I2WxmjjgijAAKKFtGRkbwe6bk5+dzuDMAz3ojzx5MJpOJyTmIPOaAAooX8CS9mmg0GrvdHu6S
+ACiC0+lUq9VyV4F4xAgooHgqlSr4rekdDgeNeCAO2Ww2/wdJn5ALARSIBZmZmcE30UwmE414IK7k
+5ubq9frs7Gy5CwFOowUPxAin06nVamnEA/DhcDi0Wq3nvzUajdlsZr9PyC7R/xxYAEqkUqlSUlIW
+LVoUzMV79uxRqVSDBg0Kd1UA5OVyubx3/dyzZ8+CBQvS09PT09PlLQxxjhY8EDuysrKCb8Tn5uYG
+eZInAOUyGo3+P+lM/YTsCKBATAl+W1CXy2U0GsNaDAB5ceQmohYteCCmqFQqURQDLnf153Q6acQD
+scrhcIwaNaqkpMT7wYyMjODP7wXCh0VIQAzSarVBrnNXqVRFRUUcggLEHv/7gFqtttvt/LwjGtCC
+B2IQjXggzmVnZ/t/CuXITUQPAigQgzQaTfCzawoLC/1niQFQrsLCQv8+O0duIqrQggdiVlpaWpDr
+3GnEAzEj4Nm8Op3OarXKVRLgjxFQIGbRiAfikMFg8EmfKpUq+LsBEBkEUCBm6XS6rKysIC8uLCwM
+cu08gKiVm5vr/4NsNpvZ+BPRhhY8EMtcLpdWqw2yEc8KWUDRnE5nWlqaz4NZWVl5eXmy1APUghFQ
+IJaF1HpzOp25ublhrQdA+KjVap917hqNJicnR8aSgJowAgrEPqPRaLFYgrzYarWyVBZQLqfTaTAY
+HA6HSqWyWq0ceoToRAAFYl/AVbE1oREPxIDs7OwePXoEPwsciDACKBAXCgsLDQZDkBebTCbadgCA
+8GEOKBAXMjIyMjIygrzYZDIFeZInANkZDAa2sIDiEECBeBHSKXxsCwooQnZ2dmFhoV6vZwUhlIUA
+CsQLlUoV/G4sDoeD32dAlPM+ctNkMun1+iD3XANkxxxQIL7o9frgu3V2u50ltEB0Cri4MCMjo6Cg
+QK6SgOAxAgrEl5Aa8dnZ2WEtBkC9BTxykz3noRQEUCC+qNXq4Fe422y2ygYfgOjBkZtQOlrwQDwK
+vhGvUqnsdju/1YDo4XA4tFqtz4McuQllIYAC8SjgmdE10el0Vqs1rPUACJLL5dJqtT6LjTQajdVq
+5fwIKEiiyWSSuwYAkaZSqURRDHIQ1Ol0qlSqQYMGhbkoAHUbNWrUqlWrfB786quvaFNAWRgBBeKX
+VqsNcsN5lUpVVFTE+AogL4vF4r9Hb15eHkduQnEIoED8CjiTrCZs7wLIy+l0arVa9l1CbKAFD8Sv
+jh07Bt+I37hxo0ajSU9PD3NRAALz32depVJZrdaUlBSZKgLqjxFQIN6lpaUFeXoKjXhALtnZ2f57
+olmtVp1OJ0c5QEOxDygQ78xmc5BXulwuzogHZOH/KdFkMpE+oVyMgAIIPLhSEwZdAFnk5+dXHk6m
+0Wjsdru89QANQQAFEHhnwZqo1Wq73U4jHog8h8NhNBqdTifHQ0DpCKAABEEQbDabXq8P8mLOXAHk
+4nK5nE6nRqORuxCgQQigAE4zGo0WiyXIi2nEA+HmOQOCbgNiEgEUwGkulystLc1nl8Ga0IgHwsoz
+MUalUpnNZsY7EXtYBQ/gNM+vuiAvdjqdU6dODWs9QDzLzs52Op2e0yKCXyMIKAUjoACqMRgMhYWF
+QV5st9sZmwEanf+RmxkZGWazmZ4DYgYjoACqCemXHNuCAo3O6XRWbrfkjfSJWEIABVCNSqUKfoW7
+w+HIzc0Naz1AvDEYDD5TsUOaHgMoAi14AAHo9fogz4gXaMQDjYcjNxEnGAEFEEBIjfiA7UIAobLZ
+bP7pkyM3EZMSTSaT3DUAiDoqlSolJWXRokXBXOzZrXDQoEHhrgqIYS6Xa/DgwSUlJd4PajSa+fPn
+y1USED604AHUKPhGvEql4mxAoCH8f9z4sUIMowUPoEbBr0ZyuVysiAfqLT8/3//DntlsJn0iVhFA
+AdRIo9EEP0vHZrMFf5IngEoOh8N/InVmZmZGRoYs9QARQAseQB20Wq3D4QjmSpVKVVRUxG6FQPA8
+R246nU7vBzUajdVq5UcJMYwRUAB1CH4DQhrxQKhyc3N90qcQ4jYUgBKxCh5AHTp27CiKYpCrkTZu
+3KjRaNLT08NcFBAj0tPT165d651B8/LyaL4j5tGCB1C3gF3CMYPaxgAAD6dJREFUmtCIB0KVm5vr
+GQ/KyMgoKCiQuxwg7GjBA6hbSCcBulwutqYHQpKTk2O1WjUaDUduIk4wAgogWAEPCawJhwcCAGrC
+CCiAYOXk5AS/K6HRaHS5XOEsB1Aqm81GlwBxjgAKIFghNeKdTmdubm5Y6wGUyOVyGQyG/Pz84OdV
+A7GHAAogBDqdLvj1uQEPdwHinMFg8DQHHA6HVqvl+AbEJ+aAAgiNy+VKS0sLsr2uVquLiorCXRKg
+FPn5+f7NdyZMIw4xAgogNDTigfqp6chN0ifiECOgAOrDYDAUFhYGebHdbtdoNGGtB4hyHLkJeCOA
+AqiPkBrxGo3GbreHuyQgmhmNRv/pnnw2Q9yiBQ+gPlQqVU5OTpAXOxwOGvGIZxaLxT995uXlkT4R
+txgBBVB/er0++HXuRUVFwW8jCsQMp9Op1Wp92gUcuYk4RwAFUH8Bf7PWRKfTWa3WcJcERButVutw
+OLwfUalURUVFTP1EPKMFD6D+1Gp18I14m80W/EmeQGzIzs72SZ+CIBQUFJA+EecYAQXQUME34lUq
+ld1upxGPOGGz2fR6vc+DJpMp+I9tQKwigAJoKM+BLkFeTCMecSLgThHsCAF4JMldABCDnE5nvB3x
+PHbs2Hnz5gVzpc1mmzx58rBhw8JdElAntVodvvF4/7aASqVi4RHgwQgo0Phyc3NNJpPcVQCoQ7i7
+4U6n02AwVM4BLSgoyMjICN/LAQrCIiQAAMJCrVbb7fasrCxBEDIzM0mfQCVa8AAAhFFeXt7QoUM5
+8B3wxggoAACNJuD874yMDPZdArwRQAEAaBwWiyUtLY2DZ4E60YIHIiGuNh6aNm3aRx99VMsFHTt2
+nDRpEqdgI/L8d+VsRE6nMzs7WxAEk8lks9nYbR6oBQEUiIS4mv6l0WhWr15d00ZUWVlZOTk5/GJG
+7DEYDJW7ftpstrS0NLPZzMIjICBa8AAamUqlMpvN/o97tuDOy8sjfSL2+B+56XK5+KcO1IQACqDx
+6XQ6n4Efk8lkt9tpuyMm2Wy2/Px8nwdNJlNctT6AkBBAAYSF2Wz2DP94Bj45/BqxyuVyGQwGnwc1
+Gg3/5oFaMAcUQFh4GvFOp9OzCzcQq7ynfnpw5CZQJwIogHBh+QViXn5+vv+Z72azOXxHzAOxgRY8
+AAD14XA4PPsueePITSAYBFAAAEJW09TPvLw8WeoBlIUACgBAyLKzs/03u61cewegdgRQAABCY7FY
+LBaLz4N5eXlsNAYEiQAKAEAIKo/c9JaRkcGGD0DwCKAAAIRArVb77PFZ0+lfAGpCAAUAIDRZWVne
+J3sVFBQw9RMICfuAAgAQMo1GY7Vas7Oz1Wo1R24CoSKAAgBQH3TegXqjBQ8AQN2ys7MdDofcVQAx
+ggAKAEAd8vPz8/Pz9Xp9fn6+3LUAsYAACgBAbSqP3HS5XNnZ2QaDweVyyV0UoGzMAQUAoEb+R24W
+FhYKglBQUCBTRUAsYAQUAIAaBTxy02cfUAChIoACABAYR24CYUIABQAgAI7cBMKHAAoAQAD+i43Y
++BNoLARQAAB8Bdz1kyM3gcZCAAUAoBqbzea/36fJZOLITaCxEEABAKjiv++SIAgajYaV70AjIoAC
+AFAl4NRPdv0EGhcBFACA0/Lz8202m8+DZrNZrVbLUA0QuwigAACc9umnn/o8kpmZmZGRIUsxQAwj
+gAIAcJrVajWZTJX/q9Fo8vLy5CsHiFkEUAAAquTk5FitVk/P3Ww2s+8SEA5JchcAAEB00el0drvd
+ZrNx5CYQJoyAAgDims+adw+VSsXUTyB8CKAAgLim1+u1Wq3T6ZS7ECCOEEABAPErNzfX4XA4HA6t
+VltYWCh3OUC8IIACAOKU0+msXPPuOQDJaDQG7MgDaFwEUACVpOKtS2dPuqV/h6ZJXR5cViZ3OUCY
+ffjhhz6POBwOlr0DEcAqeACCUH7o96/emTlz1nuLNrkqJEEQEjrLXRIQfiUlJd7/y5GbQMQQQIG4
+Vrrn54K5M2a+9d/vth13S3JXA8gqLy+PIzeByCCAAvFL2jPv1j73r2hzXvemzZsIx0vq/g4gZmVm
+ZmZmZspdBRAvmAMKxC+x421zN+zZt3WdY2PRStPAVFHuggCZqNVqjtwEIokACsSz1LM7qpIEQRCa
+9TOOGZgsVxnSvuWzZ9v2uuV6fcS9goIC1h4BkUQABSAIgpDQPq1Hc5mGQCs2zH0se/pyAijkkZeX
+x5GbQIQRQAEIgiAICS1atZDnhnBi+fTZdvZ8QtgFPOtIp9NlZWVFvBYg3hFAAXg0adJEjpd173j/
+1Xe3Vcjx0ogzBoPB55GUlBT2XQJkQQAFIAiCIIhJSYmRb8FLB7/KfWHxUTaAQrh5jtz0efCOO+5g
+6icgCwIoAA8xIeL3A2lP4aMPWbYz/InwGzlypP9ET3b9BORCAAXgIYoRHgA9uS5vzH3vbatg+BMR
+oNFo7Ha73FUAOI0ACkAOJ9fPGT1i0rKDrHwHgDhEAAUQaae2/++Ja4Y+ULijnMFPAIhLBFAADSAV
+//H1jGfGjxyiSU/r3L5953MuGDxs1MO5MwtW/ukqFwT33k/G9blo0venzlxfunP5tAlXXmJ4beWB
+6q338rWmfsliNam3/vdk5N8RACD8OAseQD2VFn3y5F0Pvrly7ykhsUWnXr179OpQemjn+qULVi36
+cJpJTGrRvkvrkt27izs9XH76O9y75o697uFl7PkJAHGOEVAA9XFy3dSRg2/L/35/6kXjZny3/cCu
+Dat/+H7VLxt2Hty/4av8cRe3Tago3rtt15FT3uOcCV0eXFoqnVa67MEuVXegpH6mtaekak4uvC01
+8m8MABB+BFAAoTtme+r2J77Z607u8+BHS9+acHnnppVfSlL1HjZx7oqfzLf3SJLpaE8AQJQjgAII
+VcXmWU/N3FQmiU2GZj19TbtAMbNpz7vmzn+0bxMiKADAHwEUQIgqNv73g9UlkiAITTt0bFNjxGw2
+aPILd3TkHgMA8MMvBwAhOvbLzxvLBUEQpJMbf99a8zFGYpvhD919HisdAQC+CKAAQuM+fODQ6S2U
+TtnfnmY7UvNmnk3633l7XxIoAMAHARRAaMTU5qln+u4Vf84ce/eMdcU1XZvU92839EyMUGEAAKUg
+gAIIjdiud3qHM6FSqtj12cOXXzrqdduugLt7Jl3y79+3vjE0OYL1AQCiHgEUQIiSB2aM6Oo1rCkV
+r//wH1elXzDicfOqPadq/j4AADwIoABClap74tnhZ1W/e0jFf3zx2rjLzu193cRZ3+4skakyAIAi
+EEABhCyhh9H84eMDVX43EOl40eI3Juh6nad74E3rDmIoACAgAiiAehDPuvqlZd/Pm3Bx2wT/jUCl
+kh3LZz5ydZ+LDC8u2UVPHgDgiwAKoJ6a9x0zY+Wvy16/u3+7xADb0UvH/yj85/ABw57/7mDNGzUB
+AOIRARRAAyR3Hpo176fNq99/amR6K//BUKl877KcETf+68caN2oCAMQhAiiAhkpsqxn1QuGvW1a9
+/eg1PVJ9U6j76Krnxz6znAgKADiDAAqgcSSdfUnmlMXr1xY8M1ydUi2FSqc2z3nx/Z1uuSoDAEQZ
+AiiAEJV+dFubYXP2Bp7Y2azXyOe+sK/4zy09m3qFUOnEd58tZiooAMCDAAogdGU/21bW3FMXVQMe
+mr90zk2dq3arl05t3eysqH6VIHqPk7orGCEFgHhBAAUQOrdr8cdLjtR2RVKP0VOeHtqsKmL6D38m
+JXktnpeKjxUzQgoAcYIACsDD7fYegpTctQ5Iug98OmP+9lovSeh23fB+SWf+L7Fr9y6J1b4uNm/R
+vCqAuvf8seWIdwJ17/70n/fl/XAimNIBAMpCAAUgCIIgSCUnSySv/ysprXVAUipe9lLul7VO6xRb
+tm555haT3GfokA7V18cndvaOpFLJt+99uLX8zP+WbJr74INzT/RITw3hLQAAFCKp7ksAxIPSPbsP
+Vo1oSif2/HVEEtoH2GD+jIrt8yZM0H33wV1pyYEvKNvw6yZPohRbXfXA2L7VB0AF8ayLB/ZMWrz+
+dOiUji17/LqMHY+O0rY4YP/8rdmF2y56bfXINrUUAABQKkZAAQiCILlsX/1wwms889TqRUsP1D4p
+U/r/du4utMo6DuD4Hs9mozNlNLdR5jHyLRPRCo0Nx0FRWb6QS9joxZnDQGgLbyIqLxZ4KEYXBtGF
+ZApqFOioiyGCLxGlGMrUGxE0kpGFEIggzredLrxwLWtI9ju68/lcHTjPA7/n5s+X//855+avu99Y
+9MpnvZfudN2105tz2/tulpSUjKpamNu0JvO31aZ01qq25we/Jdr/c09X+2svv76+q/tU+bJNW9un
+pobeA8BIIECh6A1c7vvh07UdO88PfqVz4I/u9c3vd5/4/cq/veiZv3p2V3vDc8vf3XHk/JXbGdrf
+d6CrufHt/RcHklTN/A+++erNp+60S5qa1rHlkxcnlA3Z5Uwqpr+6ed+XbU86oQEYoQQoFLH8b1+s
+qEmXj53Y8NbuX64P2cccuPDdhytnP1ZRnq6qy5248dcvk/Tjs+bOfqKyLCnJXz7T89Gqukz1hJl1
+8xuXvrBgzqRHJy1859tz19NTVmzc27t3w7xH/ukgffS0tbuO/bjtveb6KbUVD5VXZp5Zsu7jnuNH
+t7fNePh/eWIA7gd2GKCIJbUtn/cu7h/u74+SsrE1g9aKsrkd2/Z0Lln89JjkxsUzPx3cd+D7w0eO
+nTx99tzJQ6eupSqqaifOa1nd2NS65qVnq4ddY1LVc1pzX7fm/uOjAPAAEaBQzEalx41P3/VNmYaW
+zK2PpZWT65sm1zetu9eDATCSOYIHACCUAAUAIJQABQAglAAFACCUAAUAIJQABQAglAAFACCUAAUA
+IJQABQAglAAFACCUAAUAIJQABQAglAAFACCUAAUAIJQABQAglAAFACCUAAUAIJQABQAglAAFACCU
+AAUAIJQABQAglAAFACCUAAUAIJQABQAglAAFACCUAAUAIJQABQAglAAFACCUAAUAIJQABQAglAAF
+ACCUAAUAIJQABQAglAAFACCUAAUAIJQABQAgVGmhB4CikCRJoUcAgPuFHVAAAEIJUAAAQglQAABC
+CVAAAEL5ERLce9lstrOzs9BTAMPIZrOFHgGKVJLP5ws9AwAARcQRPAAAoQQoAAChBCgAAKEEKAAA
+oQQoAAChBCgAAKEEKAAAoQQoAAChBCgAAKEEKAAAoQQoAAChBCgAAKEEKAAAoQQoAAChBCgAAKEE
+KAAAoQQoAAChBCgAAKEEKAAAoQQoAAChBCgAAKEEKAAAoQQoAAChBCgAAKEEKAAAoQQoAAChBCgA
+AKH+BHLwoZh0QRkbAAAAAElFTkSuQmCC
+"
+       id="image894"
+       x="-4.8870773"
+       y="74.840385" />
+  </g>
+</svg>
diff --git a/slides/figs/sorted_list_position.svg b/slides/figs/sorted_list_position.svg
new file mode 100644
index 0000000000000000000000000000000000000000..0c4f328ebe12997793545291a0e4d9a0ca5fd5f3
--- /dev/null
+++ b/slides/figs/sorted_list_position.svg
@@ -0,0 +1,1202 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   width="400.57916mm"
+   height="207.96249mm"
+   viewBox="0 0 400.57916 207.96249"
+   version="1.1"
+   id="svg5"
+   inkscape:version="1.1.1 (3bf5ae0, 2021-09-20)"
+   sodipodi:docname="sorted_list_position.svg"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:svg="http://www.w3.org/2000/svg">
+  <sodipodi:namedview
+     id="namedview7"
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1.0"
+     inkscape:pageshadow="2"
+     inkscape:pageopacity="0.0"
+     inkscape:pagecheckerboard="0"
+     inkscape:document-units="mm"
+     showgrid="false"
+     fit-margin-top="0"
+     fit-margin-left="0"
+     fit-margin-right="0"
+     fit-margin-bottom="0"
+     inkscape:zoom="0.63072391"
+     inkscape:cx="766.57947"
+     inkscape:cy="123.66742"
+     inkscape:window-width="1884"
+     inkscape:window-height="1052"
+     inkscape:window-x="36"
+     inkscape:window-y="0"
+     inkscape:window-maximized="1"
+     inkscape:current-layer="layer1" />
+  <defs
+     id="defs2" />
+  <g
+     inkscape:label="Layer 1"
+     inkscape:groupmode="layer"
+     id="layer1"
+     transform="translate(116.39127,-46.19672)">
+    <image
+       width="400.57916"
+       height="207.96249"
+       preserveAspectRatio="none"
+       xlink:href="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABeoAAAMSCAIAAACaiGOyAAAAA3NCSVQICAjb4U/gAAAgAElEQVR4
+nOzdZ0BTVx8G8P+9GWwJQ8UJiNuicW8BbR114tZqBbV1VK1WrdVaBbtcLWjbt1WrQKt1b+uoVXBU
+cYIDtwIKDhxEZCe59/0QxDBlhNyM5/el1tzxv8k94HlyzrnEgxFRJ/zSVUpviOrOOpVdkv3ur/TS
+3k/ccO45ZbkqUV1ZJJdoHVHSZvEN1VvLiA3qnKf8erNP5yk/+7/P6oi06/RcEF1YnWV9H3ie57NP
+znDXPodl//UpeTeImFo7zwaDNqWV8NilkX1iupvmNIy1718vi9os+Y9+lozmLW713XWttzht+4hK
+mhdEtaaEF331GXs+dNBsx9aYfCSrVDVyL8995+3A5nzEbZfeeutHDAAAAAAAABWBJTADrEvr1tqR
+hOruoYM31W/dTZmtLPI1kVicd1ul6u11SKTakQ9xz54847T/P+nSpUSOzA2fFX3uchHvtPLKhctK
+noiIrdTE01XrM7Ro7Flf8xGoH58/F1fUp6m6dubCK56IiJE0atpIUsRmhWMqtZq1+KO6mtNwifEJ
+5vfhAAAAAAAAGATx2zcBEyBp3vf9WkErczv5yuiVc34ftmNCPWnh23OKSxu/mf0/Zn7Esi6F9vhZ
+e5m9dvanio2+rOCbODHFVcHKnB3FDGXzOf/Pvzr332Vln9Y5Z1Dd+uvP/3JfNCPqBwf2XVzcqW3B
+DyM7av+hBDUREWPV1quNpdZLIg+vLrVF5++qiVRRu/bEzpxZt5AwVnl1996bmmBN3MS7U5ViP5/C
+iJyrOOUcl2VLkPYqI7/tM23nc03Ow9j3DT64sGPpMiMAAAAAMG9xcXFxcXFCVwEl4u3tLXQJZgTx
+jZmw6PDR+OarvjqflZOOcE/3T/V5/96S76YPalPtTSqQ9ezmuaN7/1q7esO/d1KYWlO/LOp4jLNH
+HRl75Mnr4Rj8y92zP/hKPWdQa1cHi9e9fMbauVYVW60+v0Wdeq4iup47Tkd1c/Xni3ttnNPFRZJ+
+b+/80V9HZpphekOkurVu6dZPt31QLW+6wift/CHkloqIiLHrOvT9ynlelrQaOqjuyqU3VcRnnflp
+8QH/Nb0d86Uz/KOt3/52VXMAqXzIwIYiyrdBetITlbNLpSJzGf7ZqRPXNCODRG513fPvX8gOKfGX
+LlzIuS8YR08FBuwAAAAAQKmEhYUFBAQIXQWUCM+bZQdOIJg8ZS7ETaYs/qie5E3/nlcmHlk6ql1N
+p6r15O06d+nUpllDN2eHqo06D5v96z+3U7i3NENJS68OtlppAa9KPPTt6K4tGnq452owZvPzPIcR
+N+nSwVn7nuNeRCzwruXoXMXJuf6AoPOvzLXtc093TR+9+Eyy1vXzKReDxkzbpglCRO6jpw+umi+c
+kbaeNL2rZv0bdXzI+FFB5xXa75866XjA8Ck7kjgiIrZy/8/GFkhviLu3um/dZoPmrTt6J6WQnCX1
+6uqJ8/al8ETEWLTs07MGfl4AAAAAAAAIAqNvzAZj323xhsBL3eefSNbqqPNcetKdS0l3Sn84p74T
+R9Tesyr+7UvoaLHy+nCYe+iKu9o78aq050/TiIhY5/btK5/773oJVtExJaKqtaspHiQc+dLbc++g
+DwZ0qO/EJN89s2fDlpP3M3giYkS1R/2wwMemwI6s27jgr7d2nHE0mSPu8YFZnd/Z6ju8f4eGVaRp
+D2OO79i4N/ppzro5VfstXTa08JlTasXVHd+P27lkao3mXt6d27Vs5OriaMOkP427cnLPph2nEzJ5
+ImIkHmMDPqr39sE3BZV6uhYAAAAAABERhYeHC10CFC4sLCw0NFToKswO4htzYtPqi33/Vho//PNt
+t9NLNM6FKa7vXem979cvuDHo6+NJqpIPmrHqPHfZB7uG/hlfcB+2yvvfBXRc1+e/Eh/MRIg8Pl7Z
+/9/xcyNeJJ7esPT0hjwvMqyz19dbf+pfePYiaTR107ZH/QYvjUzmiM9MjNz4Q+TGvJswoio+X+8K
+/dC12JEzPJeecOHA+gsH1hd8jZHW7he844fushIkMfyLuPiXrz9a1qGzTwssfAMAAAAAZYN1VQzW
+sWPHhC7BHGEyhHlhKrX4ZEv05b+Xf/xufZm48O44I5HVadd/0nfrI45/17m4zjfj0GnB0RvRu1Z+
+4d+3czOP6o62FmK22MSHiJiqvr8dDPmopaNIa0OGtfcc/b9Df/nXMcs8kbFqNnPP0dXjWznn+UgY
+1qZOj8+3nNo/t41dke8qU7nr9+Hndy8aKneW5N+IsXBpM3rpoQsH57azL/wAIvdh3wXP8+8pr2kr
+KmQLRmRfv8e01Scu7JjkaVWiS0k9FXE2Z30lRtJ44pfDqmH0DQAAAAAAQPkxWGrIbClf3Ik6H33t
+7oMnyanZvNTK1tbeuYZ73fqNGjeoYVeWaTKlwb2KPX34yLlbj1PJpmrdlj7dO9Utev1ck6Q8OaO+
+d3Ccmkja8Yfrxz+rwxKf/uD80fAz1xMU2WL76vXknXw61JOV+JPIenrtzH/nrt59+CKdk9g61ajX
+tG3H1vUcSjj6RamIu3rp6o3bcY9epKRl8RZ2ztXrNG7Rrk3jKhaluKjsY1Prdfv5vpqIWOdB62O2
+jij9s64AAAAAwLwFBgZqli5GX9Vg4TMShFkOdgAiIpI41m3TvW4bYU7O2rl3HDi+ozAnN1SMda3W
+fT5s3adse1tUbtxlQOMuZTy3RObW3MutuVcZd9dQ3zx24pHmOedSz8lfDkZ2AwAAAAAAoBvmNeAB
+ACoO9+jEsRsqIiK2su+8qXIsewMAAAAAAKAjiG8AQDdenYo4n80TMRbyKfN8nTH0BgAAAAAAQFcQ
+3wCATmSdDz+VyhOxVQd/+Yknht4AAAAAAADoDta+AQCdsOj2a4L6V6GrAAAAAAAAMEUYfQMAAAAA
+AAAAYNAQ3wAAAAAAAAAAGDRMngIQhKRTUKwqSOgqAAAAAAAAwBhg9A0AAAAAAAAAgEFDfAMAAAAA
+AAAAYNAQ3wAAAAAAAAAAGDTENwAAAAAAAAAABs084pusbUOtWFYstbJzrFbHs33PkZ8u3hD5MFvo
+sgAAAAAAAAAA3s484hsiIp5XKzNTkx/HXo08tHHl3FEdG3eY9c9TXuiyAAAAAAAAAACKZx4PDmdd
+vUeNsc5Spise3Yk+dzkhVc0T9/JC8ITA92N+7motdHkAAAAAAAAAAEUzj9E3ktaT14SG/rFhy56j
+F+MenP7WW8YSEanvb/vreKbQxQEAAAAAAAAAFMc84httrKz19LlDXVgiIu5F9IV7aqErAgAAAAAA
+AAAohvnFN0Rk0aRZQ82sMfWjxEeIbwAAAAAAAADAkJllfMPaO9hrLpxPT0vH6sUAAAAAAAAAYMjM
+Mr4hkUiU8yeOQ3oDAAAAAABgmjITT/0ZMKq9a8v5F1SUenXDzN6e1SpZV6op7/f5pmup+TbmX93Y
+s3xCzxaNPGo4OVRxb9F74g8H4wqulpoas2Fm39ZNm8mbuDpIWYZhWNsRO7L0cz1gxswzvgEAAAAA
+AACTpr65Zc6wLi19xgRuiHyYyadfXNa36+SNt7PFjDI18dLeZR94+a648iZ1UcVtGdem7ZRjdefu
+jb6b+OTu4UWtEtbP7i3vMufIM60v/bn40A+6B74Ys+38peiY+Cex/8zv7MAIcHVgfhDfAAAAAAAA
+gMkRNRi6ZPOpowtbSoj4tMil393yC09IvHXzfsLFVUNcJQz37MiXk/93S7MYavbl5SPG/fHK9+c/
+ZnnVsCASOzYb/evuH3vavzq3fMjIX++8XjJVdXHV0oPiXv79XaVERNIa7waGBXpZC3WNYE4Q3wAA
+AAAAAIBpErvVqS0i4l9Jey//35gmdgwRY+c5fs2qsW4i4tMiV4VcVBHxTzYvWHo2o/qAMT20htKI
+3PwWjK8n5pKPLArcq9CMwFHG3olTPgrffyHt9Vas28jx3e0wAAcqnHnGNwzLMprmpVapsPgNAAAA
+AACAaRKJRUTEurRo7SbJ/UvG/t1P/N6REKliT/73gOMSt4ceUnDi+k0aSPPsLG3p28dNRFzSvk3/
+viIiInFN1xqs8uqyPl0nrz33VEVExDj2DZzdXkIAFctM4xsraysiIuJViuRU5DcAAAAAAADmRNSg
+U4cqLJH64YNH6syzJ89n8cRY21jnG0UjadLS04IhPjXm0l0VEZGkzeT5/WqI+Odnf/2onUfjPrND
+Ip+o7DzquZhn1xr0yTzvMVG1mtU0z55SXb8UoxS4GgAAAAAAANArUfVa1URExHMcr3iSlMUT8enp
+6fm/3Les6uLAEPGZmVmal0TuYzad2hvQ18OGuFe3/14+rmODVuPCrqXr/QLA7JhnfCNu2K61A0tE
+pE7YsfbvZxh/AwAAAAAAYEYYiYWUIWKrVKsisra1YRgi1f1791X5NxNLxAyRyKWGi+j130lr91yw
+J+bG0Z8+bl9VQtzLyyHjek7ckYRuJVQs84xvyLrbpI/esWSISJ24YVyPcT/uOnv3aZoS7Q0AAAAA
+AMD0FOjrcS+evuCIrdqylZvItqm8noiIiz8dmcDl2yw1JZUnsXvHjjU1AwDunDiZyBGRRU3vKatO
+XjsZ7OsmIXXC5qC/4rj85wDQJTONb8iyzcJdG2Z0qW7BEJd8MWSmb9u6VWylLCOqPO5gttDFAQAA
+AAAAgO7wmRmZeRIc/unFC3Fqkfug4R2kJH5n2HC5BcMrz23cfFOtvRmXeOPWK17adNSoFmIiIlLd
+XL98e/zroIZ1bDNt/dqP3UQ89/TxU8Q3UKHMNb4hkroP/Dpk1dxe7pZ4xBsAAAAAAIAJ4x5dvJio
+Fa8oY0LWHc927rtgVkdLIhI1+uT78XUllHV+xcItD99sp7q5ZcsFzt3v20+a5E6dyj7109J/k99k
+QZb1GrqKGFvP5vVEBFCBzDa+UcdvHdfKs1/A/thMnhipU/32PQeOGP3hh8M71jDb9wQAAAAAAMAk
+Zf/3tf+iow+ziYgy43bPGrP4RpPpG1aP1kyJIsb+3eU7g96vLnqybULvSSFnH6arMh+fC5kw7PuE
+rku3/tDTQetLf/Xd1SN7z9gYk8ITkerRv0Hrztl3WxTg64CBAVChxEIXIAz+8YZPJ4ReT+eJWFnH
+OZs3Luxey0LoogAAAAAAAKACiBpMXPxB8rI+8qlKVpWhdm41eM3pz4c2ttNKXCybfLL7onzN98vW
+7ZnT7Y8pFlXcm3Qe9MXRqKEtK+fvNnPPT6/4wPPXSTXdqlmJHVsM++v07H4eUr1eEJgh84xv+GcH
+Nh9WcETESFvNWfN191oY5gYAAAAAAGCqmErN/L4dO774jURVO04M7jgxuJhNLHqHPOdCdFoaQMmY
+50Qh1c3L17N4IiJx49696yO7AQAAAAAAAADDZZ7xDff86XPNclQiVw83pDcAAAAAAAAAYMDMM77h
+s7OyeSIiRmJjgymKAAAAAAAApkmt5oiIVCqV0JUAlI+Zxje5T3ljWPN8BwAAAAAAAEwf9/jhY45I
+nRT/IF3oWgDKBeEFAAAAAAAAmBo+5ey6eRP79w08nU3Ev9w+tceomcsOxHNC1wVQRub55CkAAAAA
+AAAwZUylNmO/azP2u9+ELgRANzD6BgAAAAAAAADAoJlnfJOdlZXzJ7FYxAhaCgAAAAAAAABA8cwy
+vlE/efRETURErL3MHvENAAAAAAAAABgyc4xvuMcRR2I0T40TudV1EwlcDgAAAAAAAABAccxp6WJe
+lfny8Z2L/4YGfvVvGk9EJG7QuZOLOSZYAAAAAAAAAGA8zCO+ydo2VDZka2a+v2Ud3ps61tM83gEA
+AAAAAAAAMFpmOvSEYe0aDPhmZ9g4VzN9AwAAAAAAAADAaJjH2BPW1Xu0n61aJLG0lVWu7lbPs3WX
+zi1q2SK6AQAAAAAAAADDZx7xjaT15NUhQhcBAAAAAAAAAFAWGIACAAAAAAAAYOgiIiKELgGEZB6j
+bwAAAAAAAMCoMAwjdAkABgSjbwAAAAAAAAAADBpG3wAAAAAAAICh8PLyCggIELoKg3Pw4MHIyEjN
+n+Vy+YABA4StB/SP4Xle6BoAAAAAAAAAoDihoaH+/v6aP/v5+YWE4Pk85gWTpwAAAAAAAAAMnXZk
+ox3lgJlAfAMAAAAAAABgBPIlOL6+vgqFQtiSQG8weQoAAAAAAADAaGgPvZHL5eHh4TKZTNiSQA8w
++gYAAAAAAADAaGjG4Ggim+joaB8fH4zBMQcYfQMAAAAAAABgZLSDG4zBMQcYfQMAAAAAAABgZLQj
+G4zBMQeIbwAAAAAAAACMT8EEJzo6WuiioKJg8hQAAAAAAACAsdIeeiOTycLDw+VyudBFge5h9A0A
+AAAAAACAsdKMwXFzcyMihUKBMTimCqNvAAAAAAAAAIybdnCDMTgmCaNvAAAAAAAAAIybdmSDMTgm
+CfENAAAAAAAAgNErmODs2rVL6KJAZxDfAABxscGdLZjCiOvNPq0UujwAAAAAACiJfAmOr69vaGio
+0EWBboiFLgAAAEwDn/ns3vWY6zfvxicmJaerRFb2lWt6NGnRtmV9J6nQtQEAAACYC02C4+vrGxER
+QUT+/v5E5OfnJ2xVUH6Ib8yI+t6+oD/Pp75Zq5qxko+cNaCeSMCawDAwdo17jR7joXr9/3zqtYM7
+zyVxQtYkMHVqQsy5yNOnT5+OjIyMvHj7WSbHE5HYc8H5i4HN8JNTW/btvcG/bQk/fjLyUrxCWWA1
+fEbs0LD7mM8WzPNvWxk/bQAAAAD0QJPg+Pv7a4beIMExDeiEmBHGSuZkzSXevHkt8si/Mc85Yhz9
+Wk1HfANEjHP3eb93f/P/3L0fu+w9l5QtXEUCUl9f9cEH3+6/kvBKhefylQSfcuLXBT8eyCrydVXy
+9f3BH/+zadOCzZvnd3Fi9FkcAAAAgPkKCQkhIiQ4JqPo+Cb7n49r91rzpNCv3xlGJLawruTk4lrf
+s1Wn7v2HD+3R2AEhgKFjq3Xyn92JiE8O61fNb1+RnS0As8Y9v3Hm8oNXaqHrMEaMyMqxVr1GDdyr
+OdrbSJQpT2KvnLt450U2T8SrHh8J6DdAGnF4jtxS6DoBAAAAzES+BEehUEyfPl3gmqCsio5vpO/9
+dD122o0bN64dW7tgycGHaiJGXKN1r1bVWJ7LTk9+En/r+t2o8NsXw3es+W5Ok6GBa36e1s4RX6sC
+gIlgxHY1Grdq36FDW9e437/acEP19l3MEyNxaNDNr9+gvj26ebXJv8xN1sMTq2d+NGfzzQyeuJf/
+LZryy4BjMxsg7gcAAADQE+0EZ8aMGZcuXdL8DRidYiZPMRYOtd9pX/udNtWu/bzs4EM1EVl0nrN1
+40CLnA34zIdnNi+fM+enE09eXt04493rCXuPLvVxQIIDAEaMrdpxfEC9uu3at2/jWbuSmIi4uz9s
+X7hB6LoMFuM0esOl0UW9alG989Q/D1goWk46mMwRn35mbVjUp9+1wsRdAAAAAL0JCQmRyWTBwcH0
+OsdBgmOMyvNPaMayersxPx5qUa17xzknXvFpl4LGf9Xr0s9dbXVWHQCUWtbzO1cvxVy/cz8p+VWG
+Wmzt4OJa37N126a1bDHioURE9QZ/OV/oIkyL2H30p4MW/vP7Y45Idff0mcdcq5qs0EUBAAAAmJOg
+oKBmzZppVsBBgmOkyv8vaEvPKQtH1RIREa+O3fDb38lY7BOgxPgXGwfJWIZhGNa62/8eFP+oJ/W1
+b1tKGYZhGFFVv72peV97ce3A6vl+3ZtVd6xSv1W3AaMnTJv5xZfzv5zz2eQxg95t6VbVraPf0kNx
+WPEIBGFRv5FHzrcF3LMnz8z5mWYAAAAAAvHz88uNbEJDQzVRDhgRXXwBatXGp601Q0TEp/wXcVGp
+g0MCmAnGoeeQ9+wZIuIzT2/fm1hct1Z9Y+eOK0oiIrZKn6F5h7lx9/+YMGDCt2GHLz9K5wpGqDyX
+nnAq7Iv3W3h9/k/h65EDVCQ+Ozs7575kbGytMccWAAAAQAgFExyFQiFsSVByOll/wLKma1WWXqmJ
+uOfx8Sk8OePf5gAlw8h6Du0h27E5mdPkNxMn1yoiVNVKb6r2HuJtU9QBpY51W3bq3LFlw1pVne2l
+SsXDWxeP7t4VcTeF47nkMz8MHVL5+L+zm0qL2B2gAnAJRw/HaJZ+Zp08m9XGPD4AAAAAgWieHZ47
+iyo6Ojo8PFwmkwlcFpSATpYfYCwsLXICGz4rK1v7pYwbe4K+mjq6n1eLBrWcK1lbiMUWtk61Pb2G
+fvbz0Qda8ziyj0yuIWJyWb6/7hlPRJT16NzWZVP6t3F3lA3fVsJ5H1mJJ36fO/q95u6V7SwkUmtZ
+tXptevkvDIt8pDUuSLFpiEzEMnmxkirj9mcTkTJybmNLrVdZ1rrFougCj51524mUp2bWFb85irTd
+0ltpiafWLxrbo0XdKjZilmWlts5uLXpPXH4oPufauNR7xzYsn/Vhj5Z1KttYWNhUrtt+6PztNzO0
+T6u68GUTSe5RRdUnHnoSs3fl7FE9WtWr5mBjaSVzqdO8x9gFoZFPyj4QqiTvYZnoqPi0e4d/mzum
+V5v61R2spWKJpZ2z6zudfSd9t/F8Ur6PSR2zpL3tm4+atR2x4819pL4Z5C2TaH3SuTeeLm/It2Bk
+3Yf0lLH0tvE36hs7d+akNy59h3pZF9xCUq3juCVbz8U/vHVq99plC2ZPm+A/xv/jT79cHnbk+vX9
+01vaMETEvTz57bwNDzHH0eBV+E2ux0u58sukRRHpPBEx4nqj/L3w4HAAAAAAAWmPwYmOjvbx8cEY
+HOPAv5XqcqBcQkREjM3w7ZmFbJEdMTXny1TGeuDGV1qvqBN+6SolYiyrNusxcuLMr75fvmzhpB51
+bRgihq383oorbw6nfBl3fv/K4ZrlESTtll57eHrVZK+alq8H8lgO2VrYufNRxm6b3NyeZYixrN7a
+9+OZc+d+NrZng0osQ4yocqd5h59wuZtmPbt5/NcR7mKGiIit0jf4VKxCmfsql/4kZsvHDSSsY7dv
+jtx8msGV5UTZz29EbAqe0a2GiIiIreTRuLZVYQOTGHHNoWsi/v5xQjcPO1GBDRiRy4DQOPWbc2cm
+nt22Ynbf+lYMETHSyi5OYoaIGEYkEjHMm90qd/4q/Gn+wnme516E9rEgImIc/fYVfFNL8R6WQXmL
+57nkyB/6u1syRIy1a8chE2fOmz93xke+bWtaMUQM69By0uY7WXl3yXpx92RAJ2nh97A67cnNUz/0
+dmCJiCx6rX19Ut3ckCXzcscHziwREWPV9Zf76kK3UV39urmmHYpqTjycnv9lLuVW1K2U4j6a7Cvf
+tJIymrP0WP2o+E9RffeHjprxOaK6s05ll+pqyoJ79Nu7rx9pVzqWAza8evvxy0l9Z3n7nOFKYs8F
+0cq371E++rrJK6R2ZVZmRkZGRkZ6qiIp7srx7Stn9Kr7erIUY9vii2OKCjw7AAAAAJRUVFRU7qAb
+uVyenJwsdEXwFrqIb7gnq7vnjL4Rey6I0u7aqBN+6WohbfddTGae7beOqMYSEWPXY3Wevqr6XpCm
+/8HKXN2dJNbVm3YdOPbTL2YPbChlStBb5l5GzHzHkiFiq74fHPUyt4+Qfv1/faqwRMQ6vb8mVvuE
+3LO9/prkibHzCrqhXbry1v+6O4qrDVpfSG+6VCfiEn/tpglLJFU8ewyfOOeb4FV/bNq+c9ufP385
+rKns9fgnxrJy/Tbdh348K3D5b39s2blza+gPn75XO+d9FblNCc/IW0PW0ck1WCIiscfgZduPX4l/
+nq7ieXXG0xtHfpvSoYomBWId3/v5ZoG+ZnHxTenfw7Ioe/GZV4O6OrJEjEUD/013tN+T9Nsbxzay
+ZIgYSR3/nfnTibRNgyyLvoez/vnYpbCebTlvyJJL2T26cvH5jepKbnpTe/KRjEK2eCv13R9zIhm2
+2oTDWW/ZFvGNFv3GN/q9yXVMeW5uo0Ln5DIih6ajVkY+R3YDAAAAYDCQ4BgXHcQ3XNJ6X1lOyuDx
+2X95eoXqhF+62nZYfidffzR974eOLBEx1gPWK7Q3z+0tO/VYcjIhPecf+tyT9QMdrd/aW86OWiiX
+MkSsrG9IYt4zqq5/31rCEJGozqfH8xyGe7JtZM7gGIfuv95T5fx15qUlnewkbv57kgrpbJTuRLnx
+DVt90pF8fWbuZcSnDTXjf6ReKwt025U3f+is+dpa3Hje+bx9xtwExKL7qsf5i0y9sKidjSYDcRr8
+V/7hMsXEN2V6D0uvrMWrbq/wsmWISFT302NpBQ6beX5+U02JNcfuS85z3PLGN2W5IUvj1d4xVYrL
+b7TSG9ep4WU8cdahjzQnIcs+YcX/ZEZ8k4c+4xt93+Q6Vmh8w9jUH7Ts+BPV23cHAAAAAP3Kl+DE
+xsYKXREUqdxr3/BPD34VuO8lT0SMvfdnk9vlWRGVrTZ25/1D0zzynUbsXNWJISJe9eRxoU+QZSo1
+7timxuuJRkyVQXPm+TatUnyxmSfWrLuSzRNj223kgOp5txXV7dbNQ0RE6vi/90Rpr6rCVPFdtnRA
+VZaIS/73q+l/PuCIKO3M134B52pNCQnqU7ngZKeynahQTKVO40a8IyYiUsfevqfO97K47rDhbSVE
+ROqE+4n5Xy2GTYuZ3/m7iYiIe7Fv9Za3PI76DR1eWtkVXXz2md9+OpnKE4nfGTW2Y8HFXyxaTJrs
+bckQqRM3r9zyUIcPWCrLDVkqtj5DNaObCl//Rn19546rSiIiUe0BQzqULeggppLMXnMJXGrKK4N6
+/hRTZdTGuw/K4s7vvkUt4myUhLvJKxCfdmv7591bvTvtjyuvsOoSAAAAgCGRy+W5SxdHR0c3b948
+Ojpa6KKgcOXpgHKv7hxaPsJryOrbSp4Yca1BK1d/nD+oYS0rOdhK8u/JsIxmmROeU6tL8q95yzYz
+18/vUuA42lRXDh95pCYicZ1m79jlf1XkWkczSUr9IObayzynZKsPD+FWowQAACAASURBVFrc25kl
+4p7tmztry8Pko/P8lt16Z27YN972haxUU+YTFYqtVrMaS0TEp6WmF9icdXKpImGIiM9OTy+wdHJx
+rDsO6l1DRER81tlD4S9K1mXS7aWVXRHFqy7t3RenJiK2SvtODQt7dA1T1eddTzER8ekn9/5bwqsu
+ixLckKVk4z2kT9Wi8hut9MZ1wOC2xT00KjMxcvMPs8f07dysbnUnO0uJiH2zaK20/bLbOSFgdnYF
+BnBlwdo416hZFjWcCl1PylgZ0E1eNuJW313TjE7islNfJF7/b9cvs/o1rMQSn/kg4ie/Dl6zDj81
+tJoBAAAAzJt2gqNQKHx8fJDgGKbSPTg867/lIwb/xRKvSk9+ePfqldvPMnmeiLGs1W36L2sC+7oV
+ezhenZWRnqlU87zqVRan43/B8y+vXo5XExExlmrFvTt38nXpMtJz/oJLfqHgyFm7X8TWGr3im00n
+Jx9K5h5vn9Hnjvjqow5Lts9tVcizfcp3osKwbO4BCnlLGIYtY99U4tniHQlzX83zWTHRN1RjOr09
+a9D1pZVdocXzz6IuxKmIiMSudYu41US1G9a3Zs6+5PmsyxdiVGO8dJmwVCxrryF9XdatfljI88PV
+13fuiNGkN+6+Rac3mXd2fPXxpz9FJGS9tXHxPGccwzbMjSnd5IzExqF6ww79G3bo7z9h05R+/iHX
+M/nUqOARfo3O7x3vpsOxawAAAABQTpppU5rgRpPghIeHy+VyoeuCPEoV3/CqB6d3PiAiYliRxKqS
+c93mDeXtu/UbPnpQp1pWhe+TEXck7Nd1Ww+ciLr9UJFZoqE2ZcI9TnykOXp2ZGDn+oFFb6lWFRzG
+InIf/1Pg5lafhqeoH0dFy3r8b920xkV0kst3Iv1h7GrWkjH0mCfuScJDJdHb+3iGc2mFFq9OiEvQ
+jB1hnas4FdH5E1WpVoWll2riku4nZJTkqg2GVZch/aqv/S1BnT+/eZPeiD18h7Qu/JKyb64a7P3J
+/sc5TYwR29dq7NnI3cXBxiL3YWb886h9/1xL4YiILzQtBKGZ6E1uVXf4r1tiY9p8eSaD554f+npp
++Mj/dSs0HgcAAAAAgchksvDwcCQ4hqxU8Q1jM3zb840DS7zwhjpx19ReH/525RVJqncY9fmcbs09
+qtpbihlSX1/tP3Xjg1Is5vJWb+YeSVpNWTPHq8jlMFhHzxqF9IpE9Sb+/NWWtp+fTOX51HtXY9PI
+vVKFnEhvGBsbzbLHvDotLYMn67cO4zGgSyuseP5VimbdDIaxsCzqJmSsrDSP9ub51JRUnioZ0cQa
+y05D+tVY87/7+fIb9bUdr9ObugOHtCi0r66+9ctHszTZDSOt1X3W8sUzfOXO+TdVRn7e5PC1lAq+
+jLJRpzyMSyo4ffDtWFsXdxdbI/qYi2W6N7m0ycefdP/u7O5UntQJe7ZHBnfrWtwkQAAAAADQv4IJ
+zs6dO729vYWuC3KUbvJUqXCJ6yePW3XlFc9WG7wuctOoWm/m2qisD1TcehWsU7NegwZXKfXxOZVK
+M5+EV91Z/el3I88sbl/818NlPZG+cLnzY0RsKcMW4S+tsOJzFkwiKm7kCP/mJcZgP5oiWHYc0r/m
+qp/i8+Q36ms7d+akN/UHDm5eaHqjPLfm11OpPBGxjt2Dj+ydVK/QzXKzAcPDP904psnEf7NKv6fl
+gA1Pd4601X1JwjDdm5yxb9bcQ7T7koqIexpz9RHX1RXzpwAAAAAMTcEEJyQkxM/PT+i6gKh8SxcX
+j7u/be2hZI5IXHfUzGG1Km6dFA3Gxs4m56E6KYqU0vdR08587bfoQvXuPRpIGeKzY1ZMXR5VaF+y
+vCfSm9yxNIylzOHtQ2/IoC6tsOKZSvZ2OQteZ2ZkFrVjRnqGZkf29eZGxKLDkAG1RaS9frFWetNw
+4OBmheat6rgTJ+PURESiGsM/9y88uyHiX8TeSy7pkjdvYgRe1+tUQdFM+SZnJFJJTrEGHCQCAAAA
+mD1NgpM7bcrf3z80NFTQiiBHxcU3yqsXr2TzRIy4sbxJxS/OwFatVlVzMVzig4elnJbFv4yY77/8
+RqPZf27f/PO4OmKG+MyLy6b9dK2Qp/OU60R6xKckJLzkiIhEbnXdSpSeGc6lFVq8qKZrTc0fuWdJ
+z4ooT/3kURJHRMS6uNUq4/O1BSRtO2SAm3Z+o76Wu+5No4GDPQsfLcc9Ssh5gLSobuP6RU5JeXX6
+2MWSPm+KsbLOGSDHp75KRU9bX0z5Jlc9iM1Z14cYG1uTme8GAAAAYIJkMllUVFTuoBskOAai4uKb
+7JSUTJ6ISGpjo4c1Dhj7ho00/R714/PnH5TmsTr88wOzx/2S0GphyPw2NvbdFi0bUV1ExKee+nb6
+mrsFOlDlOJFeqa5dvq4iImKdWrerX6JJcoZzaYUWzzi2aOUhJiJSx92OLXztZHXs9VsZPBEx1s1b
+v1NYasjzBp1FSNsMHuD+Jr/JvrZzhyZElDQZPPidt36MhT5+PuelRztD978o8eAbh5o1bFkiIi75
+1s3HFX4vMC4TDmfyZZFhQjOnTPomTzu+89BTzY3E2ter74KZUwAAAAAGTnvaFBIcQ1Bx/4SWWltL
+GCLis5Jf6OPbe0kzn06OLBGR8vyGDTElfjIS92jb1I9DFD6LQ2Y2tSAixrn/99/3rcwScYojC2f8
+WSDFKOuJ9Et15fCRRDURsVV7+3a0LNlOhnJpRRQvbtq3dx0xEXHPTp+8Xlh13MPwf6+qiIix8+nf
+zV7rFZGVtQVDRLz6xfNkA+zb5pK0HuLrISZNfrPz8LacsTeSdwYPalzUGCpRjdo5QzZUMUfCHxWW
+tXBPds8N+FtR8iuXyNvIpQwRkfLslu33DHeYmYkxwpuce3zhaPTT4n9a8C/Cv5oVmrNaPSvr2qu9
+8YwaAgAAADBj+RKc4OBgQcsxdxUX34jcc2a9KM8djsjXbeSUSt0/Qtymm/8IzbyT7OgfPll2Ma0k
+O6nj/5g4Zauqb9CaifVeD21ga4z8IaCrPUPEPft73ufbnuQrtUwn0i8++eAvYTdURIxFs4nT3ivx
+6IRSXxqvOLW0fyMna/uarYYHRZYiHSjumEUWL2kzYUpnW4ZIdf2vdScLFpd58bffTmTxRCL3D6cP
+zLPysqhmTsKRfXb3/ocGO2aKiCQthwysq8lvTv44bd1VFRGRpOngQQ2LnAHHuvp01dy+fNrRRVN+
+v56R9/WMu9un9Rr9RxzHMCVe6Zat1ndoFxuGiPiMU4GjPt99J82QUy8dU6c+TUzQ9vil8vXlq149
+yfNa4tM0XYZbxneTcw+2TW7jXr/ruMB1/8Q8yy7wcurdQ8tHduoXfFkzHJORNvp4el8HzJ0CAAAA
+MA7aCc6MGTP8/f0FLce8vX1ygupyoFwzQJ+xGb695BMcsv6bWVdERMSIXfsv++f64+QXSfev/bdz
+5afvN5BJRAwRkaTtkpuqN7uo7wV1khIRidxnnMwu9TQK7tG2UbXFmm4B69DCP/jvy4/T1ZojZyoe
+3r4QvuuPLWeecbk7KG/+9K6DuNao7Y+5fIfKvrqkvWYZX1HtsXuf53u5VCfiEn/tZkFExFafdCSr
+QM3PQ97XvOrk/3eBV/nMHSM0a0RYDtyYmueVrKOTNQ/vtui+Kl/5qVfXDKotZogY29YLIvPuxvM8
+z70I7WNBRMQ4+u3L94GW7j1Ux//kbfG6HyZynxqeXuBkhSp78VlXg7o6skSMRX2/zXe1i8+4s2ls
+Q0uGiLFoMPnAs/yfaEbEVHdN/sHKWowN2nHsfHTUuVMRh/du/PXbzz7s4qq5DItea59q7VnOG7KM
+lOfnNc4zTYqRtFl8Q1XcLur7a3s7vs5iWbv6PSd9/UvY5q2bwn5b+vmozq7WDBGxDl6jfeto3gNJ
+u2W3iz0gz/N82qk5nrmfLsNaOtZ093it8aQ9abq7YkOjur2sXYnX65J2WRGv1unp9XuTl5vy7BcN
+Xt+vDGvhVKeF9/sDho7yG+v3weD3OzVxsWK1ohrGrs2C0690eHYAAAAA0Afth0/5+fkJXY6ZKi6+
+UaU+vnHmny2r5rznIsrpRXqOWrpq/a7Dpy/ffZKqfNux1Q/+GlpTlP9LVkZSzXvejpWD7RgiElXr
+Nuu33ZGxL1U8z2UkXd81pYmYiIh1GfTzqeuJL0vdY067smZkA5s352REUhs7O2sLEcMQEWPp9uGW
+R5qei/JV4rGADnas7N1l55Iy8nW/uIyky7/5VmGJiBixh//66IRXqrKciMt8dnP/Z5qnPbNOfYNP
+305Kf3Mu1avEmENz2kiIiJhKPZb8d+uJ9qtpj2+c+MZHs4KstNPCE3dfaOU7uQkI69i4+/BxU2Z+
+MT/g668DvvhkaPuaVgwRI67q9eU/j/L3K9UZz2KjD7w+p9173x+/ej85K09nruTvIa++92Mnae6W
+4gZzzrz1rihP8ZrP5sWppX1cLRhiWDsPn1Gfzv/620Xzpg7v7GbDEDEix9ZTt8cWdt+o48MGuBS4
+HYlh7TzemzipZ3UREZHYY8Ci0AMXHrxS6+iGLBPlxfnay9ww0nZLb70tbFEn7BjX0KrIIQ2MbbOp
++x+c/jxnIaESxTc8n3X7zw/qWhZ2UMsBG0y4Dy5wfKPHm1wXtOObYjHSGt2/Oa7T6AgAAAAA9CYk
+JCT3X3ZIcARRTHyTHNa3mCVTxE3mX3h7Vz399s75g1q5yixEIgs7l/rt+n+ybOfVZDWvuhzY7E33
+iK0+6dDRWfUt80/sYFipU69fY0vbyUiPPfLbFx/2aF2vmsxKIhJb2Veu3ajd+x9+HrTt7EPNN9mZ
+e8dVtdD6SpgRO/Rek/D6PFmHJlaXFkidRA5DNyWX7kTK8wFyazb/RYkduv9yT80rzy2U2xYMt8T2
+Xj9eV/Gqq0s7Vsr/KsPatPomOuddf52AMFL3ju93aV6vhpOdpZhlRRaVqtVv13fCd1uin+fvn2ef
+mNPYVlywM86I7dt8fVFZmkt7jUs+HtilSs4xRXU+K+EQlTIUnwf36tb+n2aO6CZ3r2wrFbEiqa2z
+q2eXQZ8s3nLxaTF3ZfqNbV8OaVfHyUoitnKo3azbiOmL/zx275WaV99e1l6ruy6qN/tEuO5uyNJT
+Ri9smtshZqQdlt8uyTm555E/j23rkv/eZaxqeX2yLkrB8cozpYxveJ7nUq5t/3Z8rxbule20mwzi
+m1wVEd/wvD5u8tM6SiPT405sWDp9mHcTF+uC0REREcNYVW8zbP5f0S8qvu0AAAAAQMVBgiMshjfE
+Z5TA22WHf1Ln3f8lcozlwL+ebR9uI1wl6menFw/tsyD8hdhr5e2jU2uXYD0lwyne9GQlxZw+fuZq
+fNLLTLJyqlm/WfvOrT3sSzQ6AqB8lIq4azE3796LT3ymSE3LUossKzlXd6vftFXrJtWt8agpAAAA
+ABMQGhqau/yNn5+fdqADFQ29OmPH8+lpGTzZFDltpsKJnNuO7NtoUfiZht5e1UvXRRO+eNNjUaWJ
+9+Am3kKXAeZIInNr1tGtWUeh6wAAAACAiqJZBEeT4ISGhkZHR4eHh8tkMoHLMg/4QtT4cWqBn+qs
+vLVjZ7TKuc/Mj94pdRwoePEAAAAAAABQYtqDbqKjo318fBQKhbAlmQnEN1Au2YkRPwzr/eW5Gn6r
+fxlVA7cTAAAAAACAifPz84uKitIMukGCozfob0OZqS4H9/Co123+xQbz9h1b7VvKiVMAAAAAAABg
+nORyee60KSQ4+oEeN5SdUlJ35A+Hrl3bv6BbzrPlAQAAAAAAwBwgwdEzxDfGiEt/fO30+bgMzf88
+uRR+IvpuUrreF5ERt/zklyWT3nW3LtVeBlI8AAAAAAAAlEu+BMfd3T06OlrookwWHhxudPikdX3c
+x+9Pz/e5MWylYZsfbhxs2A/hNuriAQAAAAAAID/toTcymSw8PFwulwtdlAlCfAMAAAAAAAAAZRcX
+F+fr66sZeoMEp4IgvgEAAAAAAACAclEoFD4+PkhwKg7WvgEAAAAAAACActGObLSjHNAVxDcAAAAA
+AAAAUF75EpzmzZuHhoYKXZTpQHwDAAAAAAAAADqQb9qUv78/EhxdQXwDAAAAAAAAALqhSXD8/Pw0
+/4sER1ewdDEAAAAAAAAA6Jh2cBMSEpIb6EDZYPQNAAAAAAAAAOiYdmSDMTjlh9E3AAAAAAAAAFAh
+tIMbPz+/kJAQQcsxYhh9AwAAAAAAAAAVQnsMTmhoqL+/v6DlGDHENwAAAAAAAABQUUJCQoKCgjR/
+RoJTZpg8BQAAAAAAAAAVSzu4wSyqMsDoGwAAAAAAAACoWNqRDcbglAFG3wAAAAAAAACAPmgHN3K5
+PDw8XCaTCVuSscDoGwAAAAAAAADQB+0xONHR0T4+PgqFQtiSjAVG3wAAAAAAAACA/kRERPj6+mqC
+G4zBKSHENwAAAAAAAACgV9pDb5DglAQmTwEAAAAAAACAXmlHNiWfReXv72+2k60Q3wAAAAAAAACA
+vuVLcNzd3aOjo4vZPjAwMDQ0NDQ0VE/1GRhMngIAAAAAAAAAYWgPvZHJZOHh4XK5vOBmuY+sksvl
+UVFR+q7SAGD0DQAAAAAAAAAIQxPHaCIbhULh4+NTcAyO9uPGo6Oj4+Li9FykIUB8AwAAAAAAAACC
+cXNzyx10UzDB0c5uNFasWKHvEg0AJk8BAAAAAAAAgMC0g5vcWVQFsxsicnNzi42NFaJGISG+AQAA
+AAAAAADh5UtwRo8e/dNPPxW6ZXh4uLe3t16LExriGwAAAAAAAAAwCEUtf5OPn59fSEiIfkoyEIhv
+AAAAAAAAAMBQKBSKMWPG7Nmzp5htZDJZcnKy3koyBFi6GAAAAAAAAAAMRVxc3PHjx4vfRqFQ7Nq1
+Sz/1GAjENwAAAAAAAABgEKKjo318fBQKxVu3DAsL00M9hgOTpwAAAAAAAABAeCXPbjSSk5NlMlmF
+lmQ4MPoGAAAAAAAAAASmUCj8/f1Lnt0QkVnNn8LoGwAAAAAAAAAQUgkfOJWPXC6PioqqoJIMDeIb
+AAAAAAAAABBM2bIbjdjYWDc3N11XZIgweQoAAAAAAAAABLNr165SzZnKt69uizFYGH0DAAAAAAAA
+AAKLjo6OiIgICwsr1TAcNze32NjYiqvKcCC+AQAAAAAAAABDERcXFxERsXv37hKOrImKipLL5RVd
+leAQ3wAAAAAAAACAwVEoFLk5TjGzq6ZPnx4UFKTPwgSB+AYAAAAAAAAADFpujhMXF5fvJZlMlpyc
+LERReoX4BgAAAAAAAACMQ6FL5OzcuXPAgAECVqUHiG/AXERERAhdglk4e/ZsUlKSnZ2dl5eX0LWY
+Pjc3NyN6SiLaoH6gDeqTcbXBuLi4gl9Xgs5duXIlPj5eLBb37NlT6FpMn3G1wejo6DI/WAdKDm1Q
+z7y9vQU8u0Kh2LVrl2ZIjp+fX0hIiIDF6AHiGzAXDMMIXQKAjgUEBCxcuFDoKkoKbRBMj3G1wcDA
+wICAAKGrANAl42qDPj4++CYDTI/h5AkRERGaLGnfqXsPn6eW/4B3bt9OTU3zbOopEonKc5wGtRy9
+5DXLXw8RsTo5CgAAAAAAAACAIHLHAe07de/R87RyHm337t1Hjh5t2KhhObOb6Jh7G/+9Uc5icol1
+dSAAo+Dn5zdmzBihqzBlc+fOjYyMrFOnztq1a4WuxZT5+PgIXUIZoQ1WNLRB/TDeNkhE4eHhQpdg
+yoKDg3fv3m1jY7Nv3z6hazFlxtsG5XK5OTwfR0Bog/oRFhYWGhoqdBVF6tOhTsv6Vcu8u7+//8Po
+6PDwcJlMVp4yQkND+eeJVLVteQ6iDfENmBc3Nzdh52eaPCcnJyKysbHB+wyFQhusaGiD8Fa4NyrU
+li1biEgsFuN9hkLJZDLcGxUKbVA/jh07JnQJFcXf3z9aR9nNihUrfgnb/cc/t3RVGyZPAQAAAAAA
+AIC50212Ex4ebmFpoavaCPENAAAAAAAAAJg5nWc35TxOQYhvAAAAAAAAAMB8GX52Q4hvAAAAAAAA
+AMBsGUV2Q4hvAAAAAAAAAMA8GUt2Q4hvAAAAAAAAAMAMGVF2Q4hvAAAAAAAAAMDcGFd2Q4hvAAAA
+AAAAAMCsGF12Q4hvAAAAAAAAAMB8GGN2Q4hvAAAAAAAAAMBMGGl2Q4hvAAAAAAAAAMAcGG92Q4hv
+AAAAAAAAAMDkGXV2Q4hvAAAAAAAAAMC0GXt2Q4hvAAAAAAAAAMCEmUB2Q4hvAMBMqG/9PsjDwaX9
+lxEveaFrATBHaIMAwkIbBBAW2qCATCO7IcQ3AGAe+OSTO/6OVTw5t+XvayqhiwEwQ2iDAMJCGwQQ
+FtqgYEwmuyEisVAnBgDQI8ap/+cLDmWfdPb/qKVE6GIAzBDaIICw0AYBhIU2KAxTym4I8Q0AmAnG
+yXveZm+hq8iRdmjavJTFK4ZYC10IgP6gDQIIC20QQFhog/pnYtkNYfIUAIC+cfc3BG1+yAldBoDZ
+QhsEEBbaIICwzKMNml52Q8KOvgkNDY2PjxewACi5hQsXCl0CgGlQxf0x7avDKZ39hS4EwEyhDQII
+C20QQFhm0QaXLF5y2+SyGxI2vgkLC4uIiBCwACg5xDcAuqC8v2tav0/2JHEWQlcCYJ7QBgGEhTYI
+ICyzaIOxcbFP79wxveyGMHkKoGzUyTF7fpzcvV7lgRteEaXf2PblwBY17W0dPbwm/3ktQ+jqTEpq
+zIaZfVs3bSZv4uogZRmGYW1H7MhS39i64JOBzRxFDMOIqk04nE1ERNmX/pzzUa+GdizDMBZdVsRp
+jQlVPb+8c9mEbnWcB29KI+JfRCwZ1rKKhGUYhmHF1TqP+3bf662zL//5+chWTiLWyqPn7O131Zq/
+5Z6fXTtzYPt3GjVp5FZZVrlO6/7Tfz+f/PqxjyW7H9JOfdu906iQ65lElLVrtKOlpaWlbeuvr6j1
+8DaaHrRBvUEbhEKhDeoN2iAUCm1Qb9AGjU56enpQcJCBZDeXL10uz+758cLx9vYmIm9vbwFrgOIF
+BAQIfp/oiuZCAgICynsg7uV/v84Y3bmmBUNElv3/uHt4TttqNZp27tqxvoOYIUbS4LMT6bqo2Dj1
+7t2biDw9PXVyNHVcSL/q9fy2xmXxPM9nJRye39mBtRm+PZPneZ7nHq3ubskQ6/LxP1lv9lGen9dY
+TCTtHByr1mz27N/vRnRytWaIiCwHbkzN2TDr+g9edgyRuPG888o8p+VehPaxb/PtlddH5Z4dmtrY
+Suw2anN8Fs/zmXFbxniIGVb27i931KW9H1SXA+USIstBm9LK887o7H7WI7RB/UAbRBssis5+p6MN
+FmvSpElEZG9vr5OjoQ0WxRjboM76PmiDxUIb1E8bNOR+4vjFB87ffFyeI4SEhMjl8uTk5HJWEhIS
+Mnz8rAnLDpfzOLkw+gaglJhKHSb++MfB30ZWZolU13+bGea05GLspeNHTl6NXNrFhpS3w9b8iy89
+dEJ1cdXSg+Je/v1dpURE0hrvBoYFeuUukc841qplx+TfiXWpUTXPTzbGqdvcv46f/61fvm2lDT/6
+fEg1ltTxF6Oe8lov8IrDB669N31CE6nm/9W31y1YdT3TutOQ/rWlRGThOnDOOLmYUxzfeiCRx/2g
+d2iD+oM2CIVBG9QftEEoDNqg/qANGiWRqFxLxOhq3E1oaOiMGTNGjx5dnoPkg/gGoEykNWpWZYkY
+We9vf5/t5SIhIpLUHTSolYS4lJvXH5jaGERhKGPvxCkfhe+/kPb6b1i3keO7v/nVx7KF/gwr8GuU
+iLGvV69q/o3t3v3og7piPj08dOPdN4Nb+cc7/rjoM7avU+5hsjKyeJ6tZF/p9QFErh5uYoa4509f
+aPbD/aB/eM/1AW0Qiob3XB/QBqFoeM/1AW3Q7Og2uwkPD6/qUlVXtRHiG4AyYiQWEoZIVM211puF
+v9gqNVwkDPGpKal8MftCSYlrutZglVeX9ek6ee25pyoiIsaxb+Ds9pLSH4uxsLQs8KtU2nqsf3Mp
+ZZ1ZFxatyvk77t7GP+L6je1mm7uV6J0ZG3b9uWV3QBfNefnUe6eiEnkiUimVOUfH/aB3eM/1AW0Q
+iob3XB/QBqFoeM/1AW3QvOg8u5HL5bqqTQPxDUDZsExhsbpYIiIilRoBt05I2kye36+GiH9+9teP
+2nk07jM7JPKJys6jnktZfnKxbCGfmKj+6PHe1ozqxp9rj2tGlaqu/LkhY5hfW6nWVoxd4/dHDWzh
+TCk39wd/0rv9ezN2xGblOzruB73De64HaINQDLzneoA2CMXAe64HaINmxPCzG0J8AwCGTOQ+ZtOp
+vQF9PWyIe3X77+XjOjZoNS7sWrruzsBWH/JRX0dW/WDL2gMKnigrMmybbPToxqJ826mTTv3s304+
+bIOq78p/T+0OGt6wDN+6ABgdtEEAYaENAggLbdBMGEV2Q4hvAMDASWv3XLAn5sbRnz5uX1VC3MvL
+IeN6TtyRpLMRoIxD7/HDaoq453t/3/6YSz0Sur+e3zDXvD8as2+HDG/bdf7dAVtPrJ/V08O2kC83
+AEwW2iCAsNAGAYSFNmjyjCW7IcQ3AGDA1HdOnEzkiMiipveUVSevnQz2dZOQOmFz0F9xHBGRWCIm
+Io7jCtmZ50v4a9XKa9yHDcV86tG168/uDj3Zzr9/lTy/E7m43ydN237fafhXn7Us+HABAFOGNggg
+LLRBAGGhDZo+I8puCPENABgw1c31y7fHv/59yDq2mbZ+7cduIp57+vgpR0SsXSU7lvhXSU+1hrCm
+349L4oj47CxlCX9niuVjxra1pKyzK0cHXOnh371S3pczz0WcTuMZCyur/KNYi/hlXTxGM+9ZqVS9
+bUsAwaENAggLbRBAWGiDJs64shtCfANQRnx2VjZPROq8K4HxPE/Eq1UqrO6uG9mnflr6b/Kbd9Oy
+XkNXEWPr2byeiIhEdRvXlzJ81rF1q6JSeCLuZcymz0YsiEgjbg+WeAAAIABJREFUInXCnXuZ2odS
+qdRa/8mD9fjgo/fsGHVCnNUQ/46W+V4VWdtYMqS+v/3nLXHZRKRKOrN62rcH04k4xbMXyvRrO/Zc
+UZb4fmDs7GwZIlXs7XsqIuXtv1YdeoG7pSzQBvUDbRCKgjaoH2iDUBS0Qf1AGzRdRpfdEOIbgDLK
+jIt9xBGpHyU8fPMzkn/+8HE2Eff0fkKGgLWZFPXd1SN7z9gYk8ITkerRv0Hrztl3WxTg68AQESPr
++eEAF5Z7GT63ba3a9etWr9l1deV5K8e4s0Tco3XDW/WasOp8zkeRcT/uMUekfvggseDvTKaq73jf
+KqxFW78Pm4rzvyjtOLBfNZbUD7Z82LSevHWT2p6TLnYc27cyQ1zSX+Obd/j8Tq26qhLfD2z11q1r
+iUh19YehvUYM8hkb6dbGAaNgywJtUE/QBqEIaIN6gjYIRUAb1BO0QdNkjNkNEREvHG9vbyLy9vYW
+sAYoXkBAgOD3ia5oLiQgIKDcR1Ld2BYwqYeHJUNExNo3HTh1weaYzLt7F88c2cqZJSJipLW8x839
+IypDB3Ubm969exORp6enLg6Wuc/PkSEiYhipfa36Des37jA8cPeddK1NuOSzP49pV9veyrZ6s35z
+Nt9I49UJv7zrXL/X1JUHbr5Uaw5zacOXH3dztdB8Yg7yITNWHHmkzn+uEzOa9V37kCusDi45Mnhk
+y2o2FtZV33l/1sZrqTyfcnx++yqVqrYYufL02a2lux+4Z8e+7dvAwdapfo+ZW2+V8SbR3f2sP2iD
++oE2iDZYFN39TkcbLM6kSZOIyN7eXhcHQxsskjG2Qd31fdAGi4M2qJ82aMj9xAnLDp+/+biYDUJC
+QuRyeXJycjlPFBISIpPJoqKiitnm/M3HE5YdLueJciG+geIYcrPM563Nzxh/zRsjnXYdoUjGeD8b
+Y83GCG1QP4zxfjai3+lGTaddRyiSMbZB9H30A21QPwz5d0rx8Y0+sxte1/ENJk+BiXB3dw8MDFQo
+FEIXAgAAAAAAAAbHWOdMvYb4BkyEQqEICAhAiAMAAAAAAAD5GHt2Q6YV36heXNm59GMfd+dh27KE
+rgUEghAHAAAAAAAAtJlAdkMmE9/wiuPLR7/XusOgOWsi4tLM88Fn8AZCHAAAAAAAACBTyW7IZOIb
+RtZl1p9Hz/7a384MH3oGRUCIAwAAAAAAYM5MJrshk4lviIiIqVSnTpUyXVDaoWmfbk3XdT1gEHJD
+HKELAQAAAAAAAP0xpeyGTCu+IUZqISnD6Bvu/oagzQ853dcDhiN39E1ERARG4gAAAAAAAJg2E8tu
+yMTiG2KY0l+PKu6PaV8dTsF6OWYiIiIC06kAygPNB0BAcXFxQpcAYO7i4+OFLgEA3s70shsytfim
+1JT3d03t98meJAy9MSdYEwegPNB8AAQUFhbm7u4eGhoqdCEA5svd3d3HxwchDkCFCgwMjIiIKPPu
+Bw8cNL3shswkvkmN2TCzb+umzeRNXB2kLMMwrO2IHVmUdurb7p1GhVzPJKKsXaMdLS0tLW1bf31F
+LXS9BuqDDz5gDFhpLyc3xAkODq6ItwvAhCEDBRBQXFycv78/QhwAofA8rxnNjRAHoOJERET4+Pj4
++PiUIcR59vzZ9u3bTS+7IXOIb7j40A+6B74Ys+38peiY+Cex/8zv7KDp6tt0+DL8/stzXzUVE1kM
++PNFZmZmZuq5rzxFAlcM+iKTyaZPn+7n5yd0IQBGCSEOgIAQ4gAICyEOgB6ULcR58uRJUHCQgWQ3
+ly9dLs/u+Yh1eCyDpLq4aulBca/D/V2lRETSGu8GhgX+1/aU0HUZob59+9aqVUvoKoq0ZMmSkm+s
+CW4+/fTTcrZqANCEOMHBwdOnT1+4cKHQ5QCYF02IExgYuHDhQnwbAaB/uSGOl5dXaGioq6ur0BUB
+mKCIiIiIiAhvb++FCxd6e3u/dfuGDRrY2tqW54y6ym5CQ0P/+S/GvkGP8hxEm8nHN8rYO3HKR+H7
+L6R1aWdDRESs28jx3a+U4QlV5m748OHDhw8XuooilTC+sbS0/OKLLxDcAOiWJsQJDQ1FHxJA/xDi
+AAgLIQ6AHpQ8xBGJypVy6DC7mTFjxobdx/acTSrPcbSZ/OQpcU3XGqzy6rI+XSevPfdURUTEOPYN
+nN1eInRlIAjNAAFkNwAVAbM5AASEBgggLEynAtCD8qyJUxK6zW7Cw8OrulTVVW1kBvGNpM3k+f1q
+iPjnZ3/9qJ1H4z6zQyKfqOw86rmY/JVDLplMFhAQoPmzpaWloLUAmD70IQEEhAYIICyEOAB6UEEh
+js6zG52veWz6IYbIfcymU3sD+nrYEPfq9t/Lx3Vs0Gpc2LV0oesCfdAEN7GxsViSA0DP0IcEEBAa
+IICwEOIA6IFuQxzDz27IDNa+ISKS1u65YE/M2Ig1X8/7JiTyycvLIeN6Ku3Ohw2sghVwTBYWJwYD
+N2PGjOjo6HIepIJGjeqQ9pIcQtcC5iIjIyMzM1Nv50pOTtbPuXLPWPKNsSYOGKCUlJTnz5/r6mjJ
+ycmxsbG6OprO5VsTR+hyAExTaRc2LpRRZDdkBvGN+s6J01YdO9VgLWp6T1l1cuS4n8cPm7UrLmFz
+0F+BA6a7m/7oI/OD4AaMQnR0dPnDF82vKx1UU8E0fUihqwBzsWjRosWLF+vnXEuWLCnVcw8FkRvi
+9OzZU+haAGjChAmbNm3S1dFWrFixYsUKXR2tguSGOC4uLkLXAubixYsXc+fOrdBTXLhwQfOHCRMm
+VMTxb968WarttUOc0p7LWLIbMoP4RnVz/fK7NTtM0wQ1rGObaevX3nqn+y8Pnj5+ypE7SwzLEBEp
+lSphC4XyQ3ADRqScP9aNIrXJ5efnt3DhQnd3d6EL+T97dx4gc/3Hcfz9ndn7YN3XYjfriNwRIbuR
+I5E7RBZFiAihy6r0c9UqRJRdCbmvUCgrQrnWfbMW6z6XPWfm+/tjHIu9zc53Zvb5+Kd85zvf73vG
+vH3n+5rP9/MFcinz19lNmzZpXQiQSzk5OXXv3v3kyZMXLlzQuhbkCnfu3JkxY4Z19mW1HWVGZGTk
+pk2bknRVM/8UO8puxNHiG4PBICJiNBhEXO8vTNo6efyGbt83yXfvSim3shVK65UblauX1YuI4u3t
+pYgYTh8/ZZBq6vF5s0416900P1dV2Z2QkBCCG9iR0NDQp3m6oigiEhISYv2Lksy7ziRzcOPn55dj
+5QCPa9asmRWOBSNGjBCRxo0bN27cOKf3ldKGDRs2bNiQ+fVTDiYnvoEtaNWq1a1bt55+O2vXrhWR
+gICAsmXLPv3WsrHrTDIHNz/++KOIBAUF5VhRwCN0Ol2+fPlydBcJCQnm63lzaEexsbH3Tu4zJ+UP
++e9OzOyB0r6yG3Gw+Cbu7JnLRhHlbNRZo1TQ319sPDmjSwvXyTM/71Qpj2K4sCF01o68jf4X0iaf
+IiK64rVqldRvPnng647Nj1WOP1fi05WdyW7sETNrADaF4AZaadiwYcOGDXN6L+b4pn79+sOHD8/p
+faWUkJCQyfjmKWcBAHJI586dO3fu/PTbMf+W0LVrV5v9GSNlcANYma+v7/Xr13N0F6NHjzbf2zeH
+dpT5CYmzfQWG3WU34jh3njIeXRLybtuhy26pIsm7xnboMPDL5ceN9x81Xdv27ZuVC+UrVf7ZSo1H
+X2g9b9vKAZVczI851/1o1ucty/so16Nv+A+aNb5pPtIbAMi+4ODg06dPh4WFkd0AmggMDNy4cePG
+jRvJbgBNODk59erVKzk5mewGyFEp7zKcG7IbcZz4Rl++Xcj0DVGJJlVVVePN/Uu/+6R1Wb2IuLYI
+u2ZSVVU1mRJvRh89fPTgP/M/a1XG/eFTlQIvfbTyyPXYq0d/n9i+rJtmLwG5wJ1DCz5q/8IzBTxc
+3X1KVmsxcOaO66rWNQGWY/vBjenqjlnD2r1YqXylqtWqVHy2epNeY9ecstI9ioCcZy/Bjen24WVf
+dqlR7p21Sak/fvW/Hz9oXcu/gKebRz7fKq/0Gr/2VBbuuAVoxuaDm6w1V0atCmjmaYIbsdvsRhwn
+vgFs3p1/v2xWr8v41cfjnJwl8da5vWsm92nU9LOtd7QuDHh6th/ciIjhzK/d6wR+evCFcX8eOLg3
+ct+hnQt6KHPa13rly39jCVJh5+wluFFjj6z4qmutMlXafTp/73Vjap1nOre414sNe4eu2Bl1PS4x
+/ub5/RtmjXit9ishm2/SqLBdNh/cSJaaKxOtCmjjKYMbsefsRohvACuJ3fhJv+XPTtx2/vb1i5eu
+X9o7u9dzHooau2vihzNOGDN+OmCr7CK4ERExnf9lQL/5t1t9O2dYg6LOIiLiWa7zd98Fe2374u1x
+u5M1Lg/ILnsJbkRE5M7O1X+b6rz1VoMiaX0BNZ3/ud+7i4yBQ2eu2Xbg2JEdqyf3rpVfp5qu/fPl
+mx+sZsgqbJA9BDciWWuujFsVsL6nD27EzrMbIb4BrMIUNXeeMuaPGb1qF3EWEb1P5bem/fpRTRdF
+Tdz9z04u3YBdspvgRkRE1Ctrf11/U1+hTq1HJjjzqFWvunPS0TVrjhKjwu7YVXBj5lWrU+82Lzfp
+0+Nl79RnGjQeCf/xQvCqHWvGv928TqWy5Z9/9b0f/lr7aW1PRYznFkxefIH8BjbEXoIbEclic2XY
+qoBVWSS4EfvPboT4BrAKnd870yc2K5DyCOhcvukrZfSi+BQu6KxZXUC22FdwY2a6dumKUTWePnI8
+MeVi1WgwqCJ6J4e6DyMcnh0GN4/Q582XJ9VvoKaYTadf/PrzoPwpj5detYeN7lJcJ2rCwb1HGCgH
+m2BXwY2IZLO50mxVwFosFdyIQ2Q34mA3Dgdsl16vT22xc7k3u9V3sXYxwFM4ffq0HaU2D+h9ywV4
+KLvPzxvzw/svDapwv+vubvt7t8G9RnvzZPeAzatatar9pjYPpZWYKnmbfzy8tMfjiz3rvlTT5cfz
+yXq9npEA0F6vXr3sJrV5IHvNxY8b0I45uMnG7cBT5RjZjRDfAFoxRW3aFFNx4PJP6nK7M9gVe8xu
+RETyNHunS+kl06I2jWzdu+jqHzqVcRW5s33sp78mNRg9beCzpDewD61bt9a6BEtQJPUYRsnj55/a
+clcPD70oSoXK5fniCu3ZX3Yj2W2utFoVyHnLli2z1KYcJrsRLp4CtJF4dObQRWVmrBobmJfjImAV
+3o2+Ch9Sw1MSjv7crUGr8dsvHJzRtdvScqF/rRpW3V3r4gCkw3j2ZFSSeDRo27wwx0zAkmguODxH
+ym6E+AawNjU+etP0fkEN+q/csezTQRMiLpm0rgjIJRSfhv9bvXhQjTxiuLBuRFBAvSnPzNw6r3cV
+L60LA5AuU8z6P/aaSnUb2sWX762AJdFccHAOlt0I8Q1gVaZz68Z9MGzM9GV7rhpV051jyz5+tcmH
+Ebe4kQZgHbqizcb98mmDInk8lYS4Wwemvzvg5yPxWhcFIF3J+36aucW79ZhPG3lrXQrgWGguODTH
+y26E+AawKp1vkxHTFqyLPBu9I+y9OgV0ihq/f/KQyQe4ZTFgDWps5JSOXf5qs+7kvzM7lXGV+KNz
+ewW2mRR5V+vCAKTFdO6XT6deaTXp287F+dIKWBLNBUf2+9rfHS+7EeIbQBNOhWoGT163YkglF0VN
+2r9y9XHyGyDHJR2Z/kazzxL6TR9YpWClnr9sWtSviqcYL60b1nrAyquMgQNskens3IEhp9/4aVqn
+EnxlBSyJ5oIDu3rt6tSpUx0vuxHiG0A73i8OG/5qHkWMF85dYAIcIIcZj055Z9g6pc2ALqV0IiL6
+Ei2/+31er3IuYoieM+KbnclaFwjgcYkHv+3xZeLwRV83LcCsqoAl0VxwaNHR0aGTQm0ku9m3d9/T
+PP0xxDeAZpQCDRtVdxadp5cnh04gZxl2hc3Yftep2ou1PB4s0xVr9d38kTXcxHB89epDBg2rA/AE
+9fKawd0X1545t++zrlrXAjgUmguOrkL5CgEBAU+zBQvOm7Nu3bqn2cJjiG8A7Sgenh6K4l29VgUn
+rUsBHFzymZPRRkXn5e31SFjqXr1//5fdFNO1K9cYAwfYkNgdX3X6LGHkwi9e8uEHDsCSaC44Pg8P
+j4xXSptl5zzu1q3b02zkMcQ3gHbidm3fZyrdqVfTPFpXAjg6J1+/EjrVeP5szKMxjZK3WDEvxckv
+wI8QFbAV8Qemdnnnv45zprUroX/kgYQDy387ykg5INtoLiADFr9fVZGiRSxVmxDfAFahXt+zeGbY
+b/uupZiiWL29bewnC13f+jakkZd2lQG5hPPzb/Wo4Z68e+HCw4/McpN8ePvOWz5NenXw43gIWI3R
+aBBRjUZjKpOGJxye0aXDzxXGTmpfKPbqfZdjog5t+XVUu65LEoron3wOgEzIenOl16qAA7L9e43z
+ayOQ8wx7J73V+YsDRr1Pxdf7Dnjz5UqF1bObZ4/7/kCt79dOaVWYoatAznOuPCQ8dHuTAV91/eDZ
+pRNa+7uJSOKZ30a8Pc0Q/OP07r6kN4DVxMWcv2ESNf5CzA1ViqY8CMYdmNa52cBV5w1q82cmPvE8
+XcEui+dzvQeQHdlprrRbFXBAtp/dCPENYA1Oz/X8fNCOz+ZvO35k+fj31//kW656/WYdp2z/qX4J
+powDrMW1Yp8l/1WcOe7r/7Wo8WXB4gXcTIk638Bhf/7T4bm8fCkFrMEUsy70m2XbNy1dHquKJP35
+UbO2uxvVbT1oaPOSOhH1xsp+TQesiknrh35dwRadXuFqYyDrstpc6bcq4IDsIrsR4hvAKpz82kxY
+22aC1mUAuZ1z8Qb9vm3QT+sygNxKV7zJkIlNRKal+qiSr1X4eUO4dUsCcoOsNlf6rQo4GnvJboS5
+bwAAAAAAQC5kR9mN2MLom6ioqNGjR2tdBVIXERGhdQkAAAAAAFiYfWU3YiPxTUhIiNZVAAAAAACA
+XMHushvh4ikAAAAAAJB72GN2I9qOvtm4caOGewcAAAAAALmKnWY3wugbAAAAAACQG9hvdiPENwAA
+AAAAwOHZdXYjxDcAAAAAAMCx2Xt2I8Q3AAAAAADAgTlAdiPENwAAAAAAwFE5RnYjxDcAAAAAAMAh
+OUx2I8Q3AAAAAADA8ThSdiPENwAAAAAAwME4WHYjxDcAAAAAAMCROF52I8Q3AAAAAADAYfy+9nfH
+y25ExEnrAgAAAAAAACzg6rWrK5dMdbzsRhh9AwAAAAAAHEN0dHTopFAbyW727d33NE9/DPENAAAA
+AABwBBXKVwgICHiaLVhw3px169Y9zRYew8VTyF2ioqIiIiK0rsKRXbt2TUTu3r3L+4xU0YM5jR5E
+hvhs5KiYmBgRMRgMvM8AoAkPD4+nebpl5zyeu2LTyv8uP812UiK+Qe4SHh4eHh6udRWO79SpU0FB
+QVpXAVtED1oHPYh08Nmwgrt37/I+I1URERGKomhdheO7desW73Nuduzsjew9cevWrYsWrgtfvMHo
+UWzXsUvZLuDBdm4lu2R7I08ivgEAAAAAAI6gXMl8m/ac27TnXLae7V3x5Z5r99yQPdkMgB7fjtyo
+Ub7w023qIeIb5BYbN27UugTAwvz8/LQuIQvoQTge++rB7t27N2zYUOsqAEuyux4MDAzUugrHd/Xq
+1Vu3bul0On9/f61rgTY+eKOm1iXkFEVVVa1rAAAAAAAAQJq48xQAAAAAAIBNI74BAAAAAACwacQ3
+AAAAAAAANo34BgAAAAAAwKYR3wAAAAAAANg04hsAAAAAAACbRnwDAAAAAABg04hvAAAAAAAAbBrx
+DQAAAAAAgE0jvgEAAAAAALBpxDcAAAAAAAA2jfgGAAAAAADAphHfAAAAAAAA2DTiGwAAAAAAAJtG
+fAMAAAAAAGDTiG8AAAAAAABsGvENAAAAAACATSO+AQAAAAAAsGnENwAAAAAAADaN+AYAAAAAAMCm
+Ed8AAAAAAADYNOIbAAAAAAAAm0Z8AwAAAAAAYNOIbwAAAAAAAGwa8Q0AAAAAAIBNI74BAAAAAACw
+acQ3AAAAAAAANo34BgAAAAAAwKYR3wAAAAAAANg04hsAAAAAAACbRnwDAAAAAABg04hvkDrT6UkN
+XJXUOJUdti1Z6/IAAAAAAMg9nLQuALAbavyVE/v3RB48eeHazdhExc2ncKmyVWrVqe6XR5/5jZju
+nN2zdVvk0ejLtxLENU+hUuWq1qlXo7R3FjYBAAAAAMhliG+QOsW7YvNu3csY7v9ZvXPo92U7Lpu0
+rEkrSZd2LQubNX/JivW7Y+JM6qMPKq5Fa7TuM+KzIe0qeivpbsZ4eduMkI/Gzf47+rGNKB6lGnQb
+/r/P+7xYmBAHAAAAAPAkRVXVjNcCTKe+eenZIf8kiegDhm4+NKGus9YVWUncH/0rtZkWFZ9+nyju
+AR0mLZnVu4pnGivc3Tulc8sPfjubnNZ2FJdSLUN/m9+vssdTlQsAAAAAcECMvgHSlXzl3MWH2Y3i
+kr9M1WrlSxbJ76nePnd4x7/7L8SZVBE1/sSifk3j9ZuX9gp4sqnUi8v6vT74t7MGVURE8XqmYZs2
+jar553e6c/7g3ysW/3HoulFVk6JXvd+qf4l/Z71eOP1RPAAAAACA3Ib4BsiYos9btlGXd3r36NS0
+pq/Xwwm/jdcjf/mo5/sz99wyiWq8+NuQ92Y1XtO79GMzgseuDxk094xBFRHF47k+c1ZNauvnev/B
+4aM/j/iiY7sv/75uUg1RcwaHvPny9429rfXCAAAAAAD2gDtPAelS3Es3HhL+38lDf3w/tF2tlNmN
+iOjzV+s+7fefu/uZ56xRb/357cxIw6MbUC8tmTzvrNG8rdqfzP8uRXYjIuJUJDBk8cwuJfQiIsao
+ORPmn8uVMwwBAAAAANKUA6NvjMcmNqj+Xc3VJycH5pbpUWxd4rUTB/YePHwi+vKN2Hijk0e+oqXL
+Va71QpWSXsyUm6E87b5b1S69FZTCr336ft25H2xJUkUMx//6K8pUIyBFyHN7429/3zFfNeXd9L13
+KqXSFUqh1z8eUHPhyP+SVPXu3/OWnX17wOMjeAAAAAAAuZjlzxHjNk/5/r9Ei28291Cvz2/no1MU
+RdF5NPr+bPoDMYyHxtR0URRFUfRFglfdefSx64fWzvgkuEnV4vkLl3u+UetufQYOGfHxJx8P/6Bf
+93aNa/oV8asXPP6PKP6unpquZL36/veSMGP0qehHht8Yjuzed9c8d45ztaCX8qc+r42+7KstKjqJ
+iKiJO9ZtvM6E4gAAAACAhywd36gXF0+aE2W08FZzFSVfsw6v5FVERE3YtmTV+fTyG+ORZUv3J4uI
+6Aq/1vFlr5SPmaJ/7tO6z5jZ6/ddeOJm1yKimuLObZ094tUaDT9cd4mLdZ6Okjefz/1Yxmh69N00
+xJy7YF6i8y4TUDStjtMHVCznooiIqAk7t0cm51SpAAAAAAA7ZOGLpwwHf/x27S2VKXWehuLTrGNT
+n6ULbpjM+c27/Uqm8X6mSG+KtOgQmNY9qxWX/AE16zeoV7NCySIF87ok34w5tvuvFcsjTt42qaYb
+/37dsUOhvzcMq+KSQ68nFzBdvXTlXmij9y1d4pFL0pLi4sw3nBLF08sz7XtK6fP6eCtyVxUxXT98
+6KKpcSm6CAAAAABglrkzxMTzm38c2e2V6v6FvF2dXTx8ipWt3bzHqNnbLzwYI2CK2TT1wy4NK9Qf
+vSdJFTGenRJkvqZHUVxeGHc0neE4hl0fV3JW7tMXf/ePSwdXfTesa9PnyxbL5+nm7lP0mepNe34W
+vv1SugMS7p5aP31k9+a1yxXP5+Hi5OzmXbD0cw3a9P1q/s7Lj80kazw4rq6XXnd/jzqvzksfXj9k
+PBoa6OP84EFFcXt11lVVRCTpz34l9KksT7ywY9GE916v7Z/fp9Niy1yIpPg06dDMRycZjb8xHlm2
+7F56U7Rlx4YeT67hXKxer3GLdpyJObZ1xU8TPhs2sE+P7j16v//xxNl/Hj68ZlBNT0VETLe2jPlo
+bgyX62Sb8UTEJvPcxKIv2aBBwCPxjZOTk2IObdSkpKS032U1MSHh3qPGs1FnGcEGAAAAAHgg4/jG
+ELWkf91Kgb3Hzt1yuVCDLgOGDe3brpr+6LrZn/eoX/XljzdcVkVETNfPnksuXD2wRjGdiIjiXbXd
+gPfNBnR6Pn86u3F6rn/4r98Oa1nOXRER9drS4ErVXn9/4tz1u09fiY1PSrh16XTkurAvetav3Oiz
+iKupnf2qN//9pnXlSk37jp3z9+XC9Tv1GzZyWL/OLxW7tWvF9I/ffKFCnX4LTyY9XF1fafi261dP
+bAmpn8pwE335wRHXb108uvXrFvkeLdql0XeHT+1c812nMk4iIqYb165c3D6jf2DAMy90/HDqyh1R
+NxItdwlS3lc6NM+fUX7zcOyNvnirDg3cH3tYKdhi8p6jm3/8sH3Noq5PPtupeNNx4SNruigiot7+
+a8HqS7aV36gXf3jFTckO9zbz7mS8fQu6u3naLPPVTopzpa5v1Xl0bmKngoXuXVil3r54OS6tjajX
+zp6Lu/dXYLpy8TLXswEAAAAAHlLTZboVMeQ5N0VEV+TVSXtume4vjzv8/WuFdSKiK/DqzNPG+4uN
+Z6cEuYiI6Eu+tzEp/U0/KvGvfiV0IiJOZdpPWPL3/jPX4gyqaoy/cuTP6e+9WFiviIjo8r8y5Wjy
+Y89MOBD6cn6diOJavsevJ+JTPBJ3fH7PZ90UEcX5mR7LLpgefd7dX9u5iYgonp2WJDxZz7re5llK
+XJv/dCXFM42nQs2pj86ntH8BZ4/iVV5u2/P9EcPaVnBR3DosenJD2XV7RbdC5iTM/eWp0cZU1jDs
+/6K6OSjQl+r3Z3wqa2TIePKbeuYMS1esz/rEDNb9+t66+oChW7P0l5stpgvTG6eSOmWCW+u5sTle
+3kPxO0Nquiv33sXOiy4/9jlTjVHfvnQvKNT7v/93Wu8Hgn6KAAAgAElEQVTyzcWdHqacri3Crj2+
+HQAAAABA7pX+6Jvkvd8MmnwwQdX5tBg7c0C1PA8m7nCv0HvC4JrOipiu/fG/Sf9Y8OZF+jKvdGvT
+4LlS+d31Ijq3guVf7jN53dpRL3gqIqbrf476eNHllKNEjCd+6P/pxusm0Zd5d8aUN8q4pXjMPaDT
+93OGVnZW1ORTPw/4eM1Niw4v0Vd4d8Xpq+f2/rnkp0n/Gzftk9fyWXSqEu+XO75aML3xN8bDy5ce
+MI+98X29Qz23J1bIBJ1vpYo+OhER043zMWkODEHaYv8J6Tl2d7wqIrqircePb1vo8dltdCUavFTO
+PMeUMXrF/M2pjgwynZn/w+obD/+WExIScqpiAAAAAID9STdySNg8c9b+JFUUr0ZdWhd/dFV9QKNG
+ZfQiYjyzeuWenL1PjmeNIV/18NOLiOn6bzMWpriXdtK/0ydvuaOKOD3XtWe9Jyd/ca3Rt1+gmyJi
+PL/gu4UxFrwgRclTsV7tEvdGXYhSuN3wj9pUKWzBBMcrqKN5gFPq+Y3x8LL76U2p1h1ezN44FVHy
++OQ1vwTTnduxNnW9jlK46/yTZ7PjxI9t0prE2cJMMUv6vfn1/gRVRHEu02PGtDd9U/kEOFXp3KWa
+qyIiYjwTNiRk0xN3BY/fP7n3Z3/GPlysGg1G27qWDQAAAACgpfTyBsP+9X9eMIqI0zNVn/N+/FF9
+6WdK6UVEjGcPHrqVw+eaHvXatSihFxE18b8/Nj44/TXsXfVblFFEdIXr1q+gT+WJSpGgxpWdRESN
+27JqwxPnzZbjVnvIL5+85JzxipnmGdjhtSJp5Tcp0pvSrdu/kN5NoxLOb1/w9bDuLRtUDShewNvN
+Wa97ODOzS90Jx+/NkZuUZGP3qtZ5Fizhmx0lCrinfX8ny1Fj//2yfc95ZwyqiC7fS2MWT25ZOPX9
+6p99d3S3UnrzveD3ftOy/htf/PrPsct3kpLjb5zZteLrng0Ch6y/orqUr1HF27wFxcnZ2RqvAQAA
+AABgH9K5cbh668C+M0YREcXNePPUiROPnU/Gx91bYLpx/aZJCqaWnliMc+Uazzkr0UZVTTwYecTQ
+vb6ziKhX9+yKMoiIOJUO8Ev9pehLVSjnofx3S1UT9+06aOje0JIJS87yaNihZdFZM2JSuX+48fCy
+pQfN6Y1/m7TTm4QTSz/t/f7kiHOJGeZWqmqyqcE3ti7p6Mw323y+/bZJRHGv1HfeoqHVHp87+iEl
+X/OJc4ZHtvjfzlhV1NjDiz7rvOizx1bxqP7B1PejWgfvM//J04P4BgAAAABwXzrxjeni+QvmKziS
+to9uUG502msaDYa0H7QMxdu3pI8iF1UxXToXkyziLCLGc1HnzGNHdAULF0hjIJG+cLHCOrllFNPl
+6HPx5ifaCfeXOrQq/tP0c8bH85uH6Y1TmTYdaqX+kpKO/tA+sP+ai/euwlGc8pasWPlZ/6L5PF31
+96MB9dqe39Ydum0SEVWEy3UyyXhuSZ/XBvx2waiK4lS644xVk5o9MeXNo5S8Db78Y33hfsGfLDxy
+5/H3WdEXenHI7IVfVF7zWrIqIqLzKlQwW5MZAQAAAAAcU3qjb+7euXcjY+fn35s5vGGa84no8lcu
+YdFpe1OjeN4bj6Aa796NV8VDEVFjb5vnC1EUV7e0Zn9R3N3dzE9U79y+o0oeOxrV4Fa/Q6sSM7+P
+fiy/MR5aej+9CWjboUaq6Y3x2NR3hpqzG8WlZJOhE8cOblOt4OOrJm//sNL6Q7dz+GVkj/F2TNTl
+uGxESjqvov5FvXLsr1m9uuHDlt1nn0hSRXSFm3y9Kqyrfzpt9ICS/4X3f93XediKX+av/Ou/AyfP
+X49X3fOXqli3ace3e7evXkBv2HX6rDmN1Jf0K5mjg9kAAAAAAPYlM+edoitQtXm79mlM7GEtpgcX
+9+h198MiRXlQU9qn+erDhxQ7im5ERMStXofXfX+YfOaR/MZ4aNmye+lNubbtq6ea3iTvmDlt6x1V
+RHT5m0z6c1Xfsqmu9iAAsz3qlfndK727IRs3NXNrPffKsi5eli9JRNTb279s02FS5F1VROdTb9Ty
+hQMqp33R1JOcC9ds/0HN9h+ktumb+/eeNl+s6FH+2dLENwAAAACAB9IZNaN4enveuyvR7Zu3tT7J
+fzAWSHHzyXdvXhAlT17zVK+qKSE+rRstq/Fx8eYn6u6vbkdcX+zQupReUs5fnCK9qdC2fdVUAzhj
+1OYtUUYREX2JTh/2SD27EVGvnz51I7NT3jzMylST1p8GjcTvm9zx9ZAtN00iime1QYuWf1rXcoO5
+Yv9evz1RFRHFuWrd55+8ixoAAAAAIPdKJ77RFSlWxPyw6fzZGKOVCkqDevvcuVsmERG9X4DfvZEJ
+et/Svub/NV29fDWNCo2XLlw2iYjoivqVzOb9tTXk8kKH1n4p8xvjoQfz3jzbtn3l1IdPmS6cu3eX
+dH1AxXJp3pcqdtum3Zm935Ti7nHvhk7qndgnpm/JBZKOh3V7bci6yyYRxa3C23NXj29c0HJpoHp5
+5Zw1100iIk6Vm76S2g3IAQAAAAC5Vnqjb/JWeNacjhgv7tx5Vtv7EhkO7TtsEBHRFahVp9y9zELJ
+X+P5Mk4iIsao46dTnz7ZePrwsXhVRBSP6rWeS20UiqradBbhUrt9a/+H+U3SoWVLDyWLiDhXat/+
+uQwvfns4g9GTD11YFn4vMcgEJZ9vCS+diIjpxrGjF3P846AU7bM+Qc2O+By4csoYveidV99detag
+iuLs3+mnNVNfL27Jy5vubp3wv9W3VBFRXGt36VieS6cAAAAAACmk9yO/c9Wg+vl1IiLJO+fOPZiV
+u0upFs5EDPvX/3neKCK6Ii3a1HtwUx6nKi1bPOMkIqar27YcTq1AU8zGDQcMIqJ4B73eKG+KR/Tu
+Hq6KiKjG69du2HKA41yrQ5syTmLOb5atX3xv7I3zc+3bVUzrLF9fotS9cUmGg39uvJBa1mK6tGJk
+yOqbmX/lztVqV3NRRESS/1u45JTGw7GsyXRxzcBXu885kaSKoi/ecuqasC7+lryBmfHc0veCvz2c
+rIqIrnDbQd3LMPYGAAAAAJBSuueJno16dDZfuJMU+XX/CbvvZrQ1xe3+XZ5unI+x3AU26o3fp84+
+YhBRXKu+O/CVFEMrnGv3ea+BlyJiODxv1pYn60vYPX365kRVRO//1qC2j0y+rPe9l3Ak/bdiTYy2
+Y4vS51yzQ9sAc36z5ZuBsw4YREScq7RvVyHNMRq60kEvl3USEVHv/vX5ez8ejn/08fiTSwY27/Zz
+lElRMj2ds65Yy44veSoiosZvHd31wxUn7tpy6mUp6vWIka91mnYwXhVRvGsMnjGhudeVc+k4f+XO
+k9GWemXBoE4fhUWcvP3oJ8148+CSz1rU6zz7hDm8ydc45Ms2BexthiYAAAAAQE5L/zoU04XFXUs5
+mc8mdflq9Ji0et/FOKOqqqpqTLgZc3zXxuU/L/z3qun++kmbB/vrRUQU96rvrTh516iaEm9fOH76
+SnIGF7wk/tXPfPNx1yY/XDQ98tCdAzPblXJSRBSvWp9tv/PEMw+EvpxfJ6K4lgtecDLl5TbxJ37t
+WcFNEVFcy/dbe9X02BPjIwaYaxWdT42eoUs37Yzcs2NrxPpV86eN+eCtl0q7KiIirs1/upLimcZT
+ofVdRET0/oO3JGXwoiwmeedHFR+5TEpxrj32iCG9pxijf2qR/344p/Mu16zvF1NnL1j06+zp4z/s
+2qC0hyIiunwNu7V5xvweONeZcDzdDaqqqt7dOryy6/1sQdG55ff1L3Nfxb4r71ruFduOB5/MzEr1
+nTRd/KGJq4iiuBUMqNX49Y5dg4PfeqNlw8pF3XUPshrF2b/bonNGLV4kAAAAAMC2ZRDfqKp6d//M
+LuU9H44HUPQunt7eHq56RRERxc3vrYUXHuYbSXtG13B7cIKvd3bRK4q4Np156fHw5DEPTpJ1+Ss2
+6dTrvSEjPgn54ouQEf071vV1V0QUpyINP153IdVzW9P1reNfK+2qiKLzLhPU9f1Pvhjz+UcDOjXw
+81REFH3+WgOWnE4taTGemd26qP6JkQ6KzrvMK+/2bWae28SpTOvPw9fuOhtrVFVT/OXDy9+r5CQi
+oivabsrWw+dvWSfCSd79ScppbhSXOuOPZRS2GM8t7VXBPc2BHIpX1QFrzm778N5EQpmKb1Q18fic
+NwPcUtuoW+u5sRZ5rTbGovFN2nR5qvZZcDJRi1cIAAAAALB5Gcc3qqqqcaf/nD7iraa1yhbzcXfW
+O7nnLVTq2TqvvvVh6OL/Yh6fXjYpauXHr1ct7u3i7O5TrFzt5t1HTt9wKsNxGfdPkhUX/3qvvlS9
+bIkC3m5OOp3eNU+xcnVa9vlqYeS1dMMFU+yxNZOHdG5Uzb+Ql4tep3fxKli68kvt+o9duDu9kT9x
+RxZ/3KHOMwXcnZ3c85Wq2qjzoLFzNp2KNarG4xPqppjeRF922OaNQ8u5PX6lkaJzKdB82umcHzGR
+HDmqyoP8RnF5ceLxzOzTdG37lJ4vFHV5vGr3kg37z9pz06Qm/5vF+EZVVdPtQ0vGvN28hn8hb9eH
+Q0eIb9KNb9S7e3567/XnfT10j0dfis6jZL0e438/FafBiwMAAAAA2AdFtY37LiVt7P9M4+/PmxS3
+tvOuLunkqXU9jiTx8sFtf/974MzlWwniXsC3XNW6DWqVyZvhPatgeaa75/Zu/2/f0TMXb9xJ1nvk
+K+pXoeoLL1T19WKuYgAAAABAOmztJF5V4+7Gq+LJ5K2W41q4UmD7SoFalwERnadv9Ua+1RtpXQcA
+AAAAwL7Y3q/+JmMuuiU1AAAAAABARmwvvgEAAAAAAEAKxDcAAAAAAAA2jfgGAAAAAADAptlCfGOK
+u3ho286oePMfLu3duDny5OU4ZsABAAAAAAAQEc1vHK5envWa/9tr4h6rQtHleWNBzPz23EEcAAAA
+AADkcprHNwAAAAAAAEiPLVw8BQAAAAAAgDQR3wAAAAAAANg04hsAAAAAAACbRnwDAAAAAABg04hv
+AAAAAAAAbBrxDQAAAAAAgE0jvgEAAAAAALBpxDcAAAAAAAA2jfgGAAAAAADAphHfAAAAAAAA2DTi
+GwAAAAAAAJvmpHUBABzKxYsX4+LiXFxcfH19ta4FyI3oQUBbV69evX37tk6n8/Pz07oWIDeiB+HA
+iG+QWyiKonUJgIWFhISMGjVK6yoyix6E47GvHhw9enRISIjWVQCWZF89GBQUFBERoXUVgIWpqqp1
+CY87dvZGbHxSZtY8euSoiJSvUD791e7cuRO5JzKgbEDRokXTX/PixYsnjp+oVr2al5fXg4XFC3gV
+K+CZmXoyRHwDAAAAAAAcwTcLdsXGJ3m7u6S/2pGjR0SkQvkKfx/bn85qd+7eiYyMDAgIOHzjisiV
+dNa8eOniiRMnqlWrdvjG6QcLzZVMH9o4K68gTcQ3yF0CAwMDAwO1rsKRzZs379ixY0WKFOnbt6/W
+tTgy+/0JnR7MafSgddhvD4qdF2/7Vq9evWPHDjc3txEjRmhdiyOz34+xn59fcHCw1lU4MnrQOiIi
+Imx5NNkHb9SsWa5IOiv06NHDXyQsLCz97URGRgYFdQgNDQ0O7pr+muHh4YPHDN64cWO1atVSLt91
+7NLMlenFQ1lCfIPcJTAw0I4G2dqjHTt2HDt2rHDhwrzPOcp+v7bSgzmNHrQO++1BEeGzkaMuXbq0
+Y8cOV1dX3uccZb896Ofnx2cjR9GDVmPL8U36evToIZnNboJCQ0MzjFzDw8MHD04lu7E47jwFAAAA
+AAAcn/1mN0J8AwAAAAAAHJ5dZzdCfAMAAAAAABybvWc3QnwDAAAAAAAcmANkN0J8AwAAAAAAHJWG
+2c2qlauyUmkGiG8AAAAAAIAD0jC7Me/agohvAAAAAACAo9E8u2nZqmUWys0I8Q0AAAAAAHAommc3
+Ge46q4hvAAAAAACA43C87EaIbwAAAAAAgMMYN3acOFx2I8Q3AAAAAADAMZyOOi2OmN0I8Q0AAAAA
+AHAYw0cMT38Fe8xuhPgGAAAAAAA4Bn8///RXsNPsRohvAAAAAABAbmC/2Y0Q3wDIJYzHfmxXJl/R
+uh9H3FK1rgXIjehBQFv0IKAtetAW2HV2I8Q3AHIH9caWpatP37y0Y+HqQwatiwFyIXoQ0BY9CGiL
+HtSevWc3IuJknd0AgKaUAq9/+NkfSVsK9ninprPWxQC5ED0IaIseBLRFD2rMAbIbIb4BkEsoBQI/
+WhCodRX33P1j4Ee3x37bwUPrQgDroQcBbdGDgLboQQ1pmN1cungpK5VmgIunAMC6TNFzQxfEmLQu
+A8i16EFAW/QgoK1c1oMaZjeRkZFz5szJSrEZ0HL0TWRk5M2bNzUsAJkXGBiodQmAYzBE/Tzw0/W3
+G/TQuhAgl6IHAW3Rg4C2clcPapvdBAUFfTNj4b9nslJxurSMbwYPHhwREaFhAcg8VWWCdODpJUcv
+H9iq/8rLJletKwFyJ3oQ0BY9CGgrd/Wg5tlNaGho5apV/j2zPytVp4eLp4DsMN44uPKbfk3KFmo7
+N1Yk7sjij9vW8M3rlb9Mw35zDsVrXZ1DuXNw7pCWtapUrVapdD4XnaIoOq/OSxONRxZ91r9t1fx6
+RVH0xfqsTxIRkaS9c4a/07yCt05RFNeXvo1KMSbUcG3fsgl9Gj1TsP2vd0XU6xHj3qhZ2FmnKIqi
+cyrWoNeY3+6vnbRvzoddni+g17mXaTZsyUmjeanp2n8/DWlb97lnKz3rV8in0DO1Xh/0484b91PN
+zH0e7m4d06R+17DDCSKSuLxbfjc3NzevWl/sN1rhbXQ89KDV0INIFT1oNfQgoC160E7ZQnaT4a6z
+Svupi6tVqxYaGqp1FUjd7Nmzw8PDta7Cxqi3t/4QMn3eooVbziWqbq+brmwY0eWtX+IDyvsVdfn3
++N/Te7V199/zdX13ret0CKYz4W82+Sr/t+t3ti/tIknnN3zRueNXu0VEX6HD51Pb96vWzL/PuqQH
+q7tU7TZuZueOhavW+erQw42o1/4cOyDkhxX/nIlTxa2tiIiSP3D4gm2vf9Ok9tBNsfryPSf98HHN
++/8aulTpNm6q6fCa7+uuWPnRcy7mLawb9FLraXHt5m7a27GUS+KZRX0adfmuz98Hk3b+0bfQ9sx+
+Hjxf/Hhj9Ij9nz9fc1SkvvWca4vfyC3TxVkYPWhF9CBSQQ9aET2ItBhvHFwdNnXKtEVeIaeWvqk/
+snjMR1/N/vNYXMGanUKmfd2tIh1oGfSgnTpx4sS7b77mYNmNiIiqHfN0KoGBgRrWgPSFhIRo/jmx
+FPMLCQkJsczm7v7Wo7BOxKnci627jo+4kKSqqpp09JuGnoroCry1Ms4ye7FDLVq0EJHKlStbYmPJ
+O0Y+61Jq4KakB0uMp74LKtRpSYL5T4lrexXSia5o73WJD59kPDc1yEXEpcGk08aHS01Xfn7dWxFx
+azv/zoOFt1f3LK4TxbPZzBhTit2ari9445n2867eX2Y4Ov4FF0XJ03VFwv0lh7563lnEJXBytHkf
+mf88GPaNruYs4tbu17tP89ZY+PNsFfSgddCD9GBaLHxMpwfT0LdvXxHJmzevJTZGD6bJHnvQYuc+
+plv/TBvcrYGvqyIibq//fHL98BeKlajS4OV65fI5KaI4l/9gc+5tQXrQSj1oy+eJ3UavKFa2VlhY
+WIZrhoWF+fj47NmzJ8M1g4ODg4ODM1xtz549Pj4+KXe98+jFPhPWZ/jETOLiKSBbXEr4FtGJKD4t
+xvw4rGFRZxER54B27Z53FtPto4fPOuYYRGtLPn0iKvnCxjW77t5fovPr8nYTb+XBH3Wp/humpLIo
+b9myRR5f2bvxO28GOKlxG8Pnn3w4uFW9uPTn3UE9WxZ4sJnE+ERV1eXJm+f+BvSly/g5KWK6duW6
++Xl8HqyP99wa6EGkjffcGuhBpEbJ8+K73/z8+/QuhXQihsPTh8wuMG736b1//7nlwPbxL3lK8vHZ
+MzdwDaNF0IN26cjRI/3793e0cTciwtw3QDYpzq7Oioi+WOmSDyf+0hUuUdRZEfXO7TtM9WwJTr6l
+S+iSD0x47eV+P+24YhARUfK3HD2srnPWt6W4urk9cSh1qdWzR3UXSfx31uxIw71lplPzf45q1bOR
+14O19M8Nnrt8zsIVIS+Z96veObV1z3lVRAzJyfe2zufB6njPrYEeRNp4z62BHkTaOF23BnrQLpUq
+VapZ82bpr2OP2Y0Q3wDZpVNSi9WdnPUiYjByxLQI59r9PmlVQq9e+2/aO3XKVHxtWNj2SwbvMmWL
+ZudfLp0ulb8xfblubwd6KIYjc3762/wzlWH/nLnxbwS/4JJiLcW74qtd29YoKLePrpnUv0XdVwYv
+PZ342Nb5PFgd77kV0INIB++5FdCDSBun69ZAD9qlggUKpr+CnWY3QnwDwJbp/bv/unVVSMsynmKK
+Pb56Yq965Z/vNftQnOX2oCve4Z2W+XXGswt/WntTFUncPnuxT7duFfWPrWe8vHVKjzrV3phraPnd
+hq0rQjtVyMavLoDdoQcBbdGDSBun69ZADzoe+81uhPgGgI1zKdXss5UHj/w1uXfdIs5iurUvrFez
+d5detthPSkq+Fm+/4as3XVv145KLpjt/hq8pG/xG6Uf/aUw6HtbphZc/Odl60eZfhjYr45XKtyXA
+YdGDgLboQUBb9KAjsevsRohvANgw44nNW86bRMTVN/C9H7Yc2jKpjZ+zGM8tCJ0XZRIRcXJ2EhGT
+yZTKk1U1k4dV94a93qrgpN7566df/lsRvqVOj9cLP3JMNEX92HfgkugCnT79oKY3R0vkKvQgoC16
+ENAWPehQ7D27EeIbADbMcPSXiUvO3D8e6vLXHvjLT7399KrpysUrJhHReefx1okae/lKiiGscdFR
+l00ialJiciaPmU7Vuvd8wU0S//uuW8j+pj2a5Hn04YQdEdvuqoqru/vjo1jTOFinTzFf95ycbMho
+TUBz9CCgLXoQ0BY96DgcILsR4hsgm9SkxCRVRIyPXlqsqqqIajQYmC7OMpK2Th6/4cbDd9OtbIXS
+esWrcvWyehHRB1Qs56KoiZtm/bDntipiunXw1w86fxZxV0SM506cSki5KYPBmOI/j9CVefOdV7wV
+47ko9w496rk99qjew9NNEWP0kikLo5JExHD53xkDx/weJ2K6efV6ctyhpSv3J2f686B4e3spIobT
+x08ZRJKPz/vhj+t8WrKDHrQOehBpoQetgx4EtEUPOgQNs5t9e/dlpdIMEN8A2ZIQdfqCScR44VzM
+w38j1WsxF5NETFeiz8VrWJtDMZ6c0aXF4PkHb6siYriwIXTWjryNPg9pk08REcWn2Vuti+pMtzaO
+fKFkqXIBxX1fnlHoo++6++tETBdmdXq+eZ8fdt77q4iPjrpoEjHGnD3/5DFTKdLm7TaFda4vBL9V
+xenxB13qtW1VTCfGswvfqlK2Wq1KpSr33V2vZ8tCipguz3u7+osfnigZYMj050FXvFatknoxHPi6
+Y/PO7YJ6bvernY9RsNlBD1oJPYg00INWQg8iDUSoVkIP2j0Ns5vw8PB169ZlpdiMqNoJDAwUkcDA
+QA1rQPpCQkI0/5xYivmFhISEPPWWDEcWh/RtWsZNERHR5a3SdsBnCw4mnFw1dkiX5wvqREQUl5KB
+vUb+vCfeAnXbmxYtWohI5cqVLbGxhN+C8ysiIorikrdkuQrlKr7YafSKE3EpVjHd+G9K9zql8rp7
+Fa/aaviCI3dV47mpjQuWaz7gu7VHbxnNm9k79+PejUq7mv/G8lXrMPjbPy8YH9/X5sFVW/4UY0qt
+DtON7ZO61Czm6epR5LlXh84/dEdVb//9Sd3CeYrU6PLdtv8WZe3zYLq6aUzL8vm8CpRrOmTRsWx+
+SCz3ebYeetA66EF6MC2WO6bTg+np27eviOTNm9cSG6MH02SPPWjhc5/Y5d0K6kSca445aHiw0HT+
++0auiih5Oy68ZZnd2B960Do9aMvniX0mrN959KL5/8PCwnx8fPbs2ZPhs4KDg4ODgzNcbc+ePT4+
+PmFhYRmuad716k17+0xYn+HKmUR8g/TYcltmlT0e5u2RRU8dkSZ7/DzbY832iB60Dnv8PDvSMd2W
+WfTUEWmyxx603LkPEWp66EHrsOVjyoP4RvPsZs+ePTuPXrRgfPPE0CzAPvn7+48aNcqaE0cBAAAA
+Vqcv327U9+1Gff/Y4orDJ742fOJcTUoCbI6210w92PWuY5eyUnUGmPsGDiIqKqpHjx7+/v7h4eFa
+1wIAAAAA0Mbva3+3hewmKyVnCvENHAohDgAAAADkWlevXZ06darjZTfiWPGN4fr+ZeN7B/kXfGNx
+ota1QFOEOAAAAACQC0VHR4dOCnW87EYcJr5Rb/49sdsrtV5sN3xmRNRdbpMHEUIcAAAAAMhlKpSv
+EBAQkP469pjdiMPEN4rPS0Pn/PXftNe9Hfue9ci6ByGO1oUAAAAAAHKWh4dH+ivYaXYjDhPfiIiI
+kueZZwpn6wXd/WPg+4viLF0PbEhUVJT5fyIjIzUtBAAAAACgDfvNbsSx4htRXFydszH6xhQ9N3RB
+jMny9cAGLV++nMupgKcRERGhdQkAAABAltl1diMOFt+IomT99Riifh746frbzJeTezAnDvA0goKC
+goKCCHEATYwePbpHjx4PhpQCsL58+fJNmjRJ6yoABzdp0iSLH+zsPbsRESfr7MZWJUcvH9iq/8rL
+JletK7ED//vf//766y+tq7AYc4gzevToUaNGZdiZAFKKiIiIiIgIDAwcNWpUYGCg1uUAuUt4eHh4
+eHhwcPCoUaP8/Py0LgfIdW7evDl48GDzd8hBgwZpXQ7gmFasWDF48GALHuwcILuRXBLf3Dk4d9SI
+Seujk403zxw/ezNZVTw7Lb42v+muMa91+t+2C2/tVr4AACAASURBVAkikri8W3637iJOlT/etv3T
+ynqtS7ZFBw4c2LBhg9ZVWJifnx/ffYHsIcQBNESIA2iLEAewAksd7DTMblatXCXil4Va0+X48Y3p
+TPibTb7K/+36ne1Lu0jS+Q1fdO741W4REc8XP94YPWL/58/XHBWpbz3n2uI3MpihOpd77rnnGjdu
+rHUVacpqtMQ5J2ARhDiAhghxAG0R4gBW8JQHOw2zmx49epSuVC8rxWbA4eMbw+4fxv/u1Hz966Vd
+RERcSjQePXv0Py9s1bouOzRy5MiRI0dqXUWaFCWz01ZznglYHCEOoCFCHEBbhDiAFWTvYKdtdiMi
+LVu1nLlyfyarzZBjTV2ciuTTJ6KSL2xcs+vu/SU6vy5vN/HOxh2q4AiCg4M3btzI6SWQEyIiIswT
+GzOvKmB94eHh/v7+TGwMaMUc4jCxMZCjsnSw0zy7yXDXWeXw8Y2Tb+kSuuQDE157ud9PO64YRESU
+/C1HD6vrrHVlsKYHeQ0/SwI5LSIignNIQCuEOIC2CHEAK8jMwc7xshvJBfGNc+1+n7QqoVev/Tft
+nTplKr42LGz7JYN3mbJFHf6VwywwMHDjxo0bN27UuhAgd+EcEtAQDQhoixAHsIJ0Dnbjxo4Th8tu
+JBfMfSN6/+6/bi0y9r33xv92Mvb46om91s6cFPzt/MndKzJRsYNjGg7YsvDw8DNnzjzlRiIiIkSk
+YcOGFigoZ6S8SlnrWoBchzlxAG0xJw5gBU8e7E5Hnc7riNmN5Ib4RkRcSjX7bOXBnhEzv/joy7Dt
+l27tC+vVLNl75+y2hZkBxzER3MD2zZ492xy+PA3zhMEWqCaHmQ+rWleB3GLKlClW+7zNmDFj1apV
+1tmXWUxMTFaf8uB7rY+PT06UBGTJ0KFDp02bZqmtjRkzZvz48ZbaWg55EOIULFhQ61qQW9y8eXPs
+2LE5uot//vnH/D8jRozIie2fOnUqS+s/9pPh8BHD01/fHrMbyQXxjfHE5m3u9eqX0Ln6Br73w5Yu
+vaa8/cbQ5VHnFoTOG916kD+XUDkYghvABvn5+Y0aNcp8SANy2vnz53ft2mWdfcXExGQjT7E+Hx8f
+Pz+/hIQErQsB5Pz583FxcZbaWnJycnJysqW2lqMKFizo7e2tdRXILW7fvj1u3Djr7MtqO8oM8+83
+/pXeTH81O81uJBfEN4ajv0w86fviQHNQo8tfe+AvPx17rsnUs1cuXjGJv04UnSIikpxs0LZQPCWC
+G9iXp5yPSVEUEQkJCRk1apSVB+AEBQVlfmVzcGM+NBLfwDoqV67coUOHnN7LokWLRKRSpUoVK1bM
+6X2ldPDgwUOHDmV+fR8fn0GDBr3//vs+Pj6jR4/OucKATKpSpcqWLVuefjvnzp0TkTx58uTJk+fp
+t5aNXWdeQEBAWFhY/fr1s3QABZ6GTqfLly9fju4iISEhPj5eRHJoR7GxsQZD1s7QH1w/9e7EDems
+Zr/ZjThafHPvb9hoMIi43l+YtHXy+A3dvm+S796VUm5lK5TWKzcqVy+rFxHF29tLETGcPn7KINXU
+4/NmnWrWu2l+rqqyO0xOjFzLNlPLlMENYE1dunTp0qVLTu/FHKF26NDByvM6jR49OiQkJDNrpgxu
+crgoIAtGjhw5cuTIp9+OuQc/+OAD68+tZt51ZjwIbnK0HuBJvr6+169fz9FdPDge5dCOgoKCMv8L
+ZeZnebPr7EYc7M5TcWfPXDaKGM9GnTWmWGw8OaNLi8HzD95WRcRwYUPorB15G30e0iafIiK64rVq
+ldSL4cDXHZt3bhfUc7tf7XxkNwCQbX5+fmFhYadPnya7ATTh4+MTEhJy+vTpUaNGkd0AmggICNi8
+efPx48fJboAcFRwcfPr06bCwsNyQ3YjjxDfGo0tC3m07dNktVSR519gOHQZ+ufz4gwzHdG3bt29W
+LpSvVPlnKzUefaH1vG0rB1RyMT/mXPejWZ+3LO+jXI++4T9o1vimpDcAkC0EN4C2CG4AzRHcANaR
+peBGHCK7EceJb/Tl24VM3xCVaFJVVTXe3L/0u09al9WLiGuLsGsmVVVVkynxZvTRw0cP/jP/s1Zl
+3B8+VSnw0kcrj1yPvXr094nty7pp9hKQC9w5tOCj9i88U8DD1d2nZLUWA2fuuK5qXRNgCfYS3Jiu
+7pg1rN2LlcpXqlqtSsVnqzfpNXbNKWZzhQOwr+DGdPvwsi+71Cj3ztqk1B+/+t+PH7Su5V/A080j
+n2+VV3qNX3sq3so1AllmD8FN1poro1YFtJHV4EY0zW4uXbyUySIzw1HiG8Dm3fn3y2b1uoxffTzO
+yVkSb53bu2Zyn0ZNP9t6R+vCgKdhL8GNiBjO/Nq9TuCnB18Y9+eBg3sj9x3auaCHMqd9rVe+/DeW
+IBV2y76CGzX2yIqvutYqU6Xdp/P3Xjem1nmmc4t7vdiwd+iKnVHX4xLjb57fv2HWiNdqvxKy+SaN
+ChtlD8GNZKm5MtGqgAayEdyIptlNZGTknDlzMl9qhohvAKuI3fhJv+XPTtx2/vb1i5euX9o7u9dz
+Hooau2vihzNOGDN+OmB77Ci4ERExnf9lQL/5t1t9O2dYg6LOIiLiWa7zd98Fe2374u1xu+3jvrNA
+SvYV3IiIyJ2dq/821XnrrQZF0voCajr/c793FxkDh85cs+3AsSM7Vk/uXSu/TjVd++fLNz9YzZBV
+2Bo7CW5EstZcGbcqYGXZC25E6+wmKCioSZMmWak3A7QkYAWmqLnzlDF/zOhVu4iziOh9Kr817deP
+arooauLuf3Zy6QbsjJ0FNyIiol5Z++v6m/oKdWo9MsGZR6161Z2Tjq5Zc5QYFXbEDoMbM69anXq3
+eblJnx4ve6c+06DxSPiPF4JX7Vgz/u3mdSqVLf/8q+/98NfaT2t7KmI8t2Dy4gvkN7AVdhTciEgW
+myvDVgWsJ9vBjdhAdhMaGlqlapWslJwB4hvACnR+70yf2KxAyiOgc/mmr5TRi+JTuKCzZnUBWWd3
+wY2Z6dqlK0bVePrI8cSUi1WjwaCK6J2ctCoMyJK8efPaZ3DzCH3efHlS/QZqitl0+sWvPw/Kn/J4
+6VV72OguxXWiJhzce4SBctCevQU3IpLN5kqzVQGreJrgRmwju7H4F2a+sAJWodfrU1vsXO7NbvVd
+rF0M8BTsLrgx0/uWC/BQdp+fN+aH918aVOF+193d9vdug3uN9ubJ7gGbN2jQIK1LsIS0ElMlb/OP
+h5f2eHyxZ92Xarr8eD5Zr9czEgDaO378uNYlZF32mosfN6CdZcuWPc2vFCdOnHj3zdccLLsRRt8A
+WjFFbdoUU3HgtE/qcrszwAryNHunS2m9envTyNa9fz1pHoJzZ/vYT39NajB62sBnSW8AK1Ik9RhG
+yePnXyCVh1w9PPSiuFSoXJ5zSSBbstdcabUqkPOeJruJi4sbPGiw42U3QnwDaCPx6Myhi8rMWDU2
+MC/HRcAqvBt9FT6khqckHP25W4NW47dfODija7el5UL/WjWsurvWxQFIh/Hsyagk8WjQtnlhjpmA
+JdFccEhHjh7p37+/42U3QnwDWJsaH71per+gBv1X7lj26aAJEZdMWlcE5BKKT8P/rV48qEYeMVxY
+NyIooN6UZ2Zunde7ipfWhQFIlylm/R97TaW6De3iy/dWwJJoLjimUqVKNWveLP117DG7EeIbwKpM
+59aN+2DYmOnL9lw1qqY7x5Z9/GqTDyNucSMNwDp0RZuN++XTBkXyeCoJcbcOTH93wM9H4rUuCkC6
+kvf9NHOLd+sxnzby1roUwLHQXHBQBQsUTH8FO81uhPgGsCqdb5MR0xasizwbvSPsvToFdIoav3/y
+kMkHuGUxYA1qbOSUjl3+arPu5L8zO5Vxlfijc3sFtpkUeVfrwgCkxXTul0+nXmk16dvOxfnSClgS
+zYVcyn6zGyG+ATThVKhm8OR1K4ZUclHUpP0rVx8nvwFyXNKR6W80+yyh3/SBVQpW6vnLpkX9qniK
+8dK6Ya0HrLzKGDjAFpnOzh0YcvqNn6Z1KsFXVsCSaC7kTnad3QjxDaAd7xeHDX81jyLGC+cuMAEO
+kMOMR6e8M2yd0mZAl1I6ERF9iZbf/T6vVzkXMUTPGfHNzmStCwTwuMSD3/b4MnH4oq+bpnbHHADZ
+RnMhV7L37EaIbwANKQUaNqruLDpPL08OnUDOMuwKm7H9rlO1F2t5PFimK9bqu/kja7iJ4fjq1YcM
+GlYH4Anq5TWDuy+uPXNu32ddta4FcCg0F3IlB8huhPgG0JLi4emhKN7Va1Vw0roUwMElnzkZbVR0
+Xt5ej4Sl7tX793/ZTTFdu3KNMXCADYnd8VWnzxJGLvziJR9+4AAsieZCbqRhdrNv776sVJoB4htA
+O3G7tu8zle7Uq2kerSsBHJ2Tr18JnWo8fzbm0ZhGyVusmJfi5BfgR4gK2Ir4A1O7vPNfxznT2pXQ
+P/JAwoHlvx1lpByQbTQXciMNs5vw8PB169ZlpdgMEN8AVqBe37N4Zthv+66lmKJYvb1t7CcLXd/6
+NqSRl3aVAbmE8/Nv9ajhnrx74cLDj8xyk3x4+85bPk16dfDjeAhYjdFoEFGNRmMqk4YnHJ7RpcPP
+FcZOal8o9up9l2OiDm35dVS7rksSiuiffA6ATMh6c6XXqoB90Da7GTx4cLdu3bJSbwb4tRHIeYa9
+k97q/MUBo96n4ut9B7z5cqXC6tnNs8d9f6DW92untCrM0FUg5zlXHhIeur3JgK+6fvDs0gmt/d1E
+JPHMbyPenmYI/nF6d1/SG8Bq4mLO3zCJGn8h5oYqRVMeBOMOTOvcbOCq8wa1+TMTn3iermCXxfO5
+3gPIjuw0V9qtCtgHzbObjRs3Gj2KiFzOStXpIb4Bcp7Tcz0/H7Tjs/nbjh9ZPv799T/5lqtev1nH
+Kdt/ql+CKeMAa3Gt2GfJfxVnjvv6fy1qfFmweAE3U6LON3DYn/90eC4vX0oBazDFrAv9Ztn2TUuX
+x6oiSX9+1Kzt7kZ1Ww8a2rykTkS9sbJf0wGrYtL6oV9XsEWnV7jaGMi6rDZX+q0K2AdbyG6qVau2
+69ilrFSdAeIbwAqc/NpMWNtmgtZlALmdc/EG/b5t0E/rMoDcSle8yZCJTUSmpfqokq9V+HlDuHVL
+AnKDrDZX+q0K2IHf1/4+MUT77CYrJWeK9vHNzZs3IyIitK4CqYuKitK6BAAAAAAAMuXqtasrl0x1
+vOxGbCG+Mb8XWlcBAAAAAADsW3R0dOikUMfLboQ7TwEAAAAAAMdQoXyFgICA9Nexx+xGtB19Exoa
+evPmTQ0LAAAAAAAADsPDwyP9Few0uxFt45ucfm0AAAAAAABm9pvdCBdPAQAAAAAAh2fX2Y0Q3wAA
+AAAAAMdm79mNEN8AAAAAAAAH5gDZjRDfAAAAAAAAR6VhdrNq5aqsVJoB4hsAAAAAAOCANMxuevTo
+cenSpawUmwHiGwAAAAAA4Gi0zW4iIyO7deuWlXozQHwDAAAAAAAciubZzcaNG13dXLNScgaIbwAA
+AAAAgOOwhezGx8cnKyVnjPgGAAAAAAA4iHFjx8n/2bvzwBbvPw7gnydXb03rpjR1z1n3PSnmGKZ1
+zTHTsM2xoRlmjmm6wzbHUtsMM1LM3BRjzNEYP8zVDnWTlJa6g95N8vz+SBtVvZvmSdL36x+aPHny
+yZN8kjzvfJ/v43DZDSG+AQAAAAAAAADHoNFqyBGzG0J8AwAAAAAAAAAOY+bnMwtewB6zG0J8AwAA
+AAAAAACOwU/iV/ACdprdEOIbAAAAAAAAACgP7De7ISJBma4dwNYoFAqFQsF1FY7vwoULDMNwXQXY
+IvSgdaAHoQB4bVjBs2fPsJ0hT6ZdR66rcGTXrl0jouTkZGznMqXVarkuoSTsOrshxDcAAAAAAADW
+odPp1Go111U4Pr1ej+1cnk1YdDC/q+oN/XnpcVp6fH1h6xDWG/rzh7/EEsUWtmBPQdueb322J7/r
+u/n7FHZfRYX4BsoL/OBvHYmJiSkpKSKRyMfHYu9TkJ9u3bpxXUIxoAetIzExMTk52cnJCT1oBfbV
+g926dUMbWsGjR4+eP3/O4/EkEgnXtTg+++rBQn/DB5O0tLS0tLSc/0lKStLr9Tn/UwA/Pz+DwYAe
+LM+WT+/JdQllhWFZlusaAAAAAAAAoFyLjIwMCgoqzRpCQkKUSqWl6gGwNYhvAAAAAAAAgHsBAQEl
+PuhJLBZrNBorzD8CwBWceQoAAAAAAAC4p1KpSnNbZDfg2BDfAAAAAAAAAPckEknJZumSSqWBgYGW
+LgfAtuDgKQAAAAAAALAJOp2uZcuWxTovtVgsjo6OxlzF4PAw+gYAAAAAAABsglgsLu4hVCEhIchu
+oDzA6BsAAAAAAACwIUFBQZGRkUVZ0t/fPzo6uqzrAbAFiG8AAAAAAADAhmi12pYtW+p0ukKXjIqK
+kkqlZV8RAPdw8BQAAAAAAADYEIlEUpRQJiQkBNkNlB8YfQMAAAAAAAC2IiYmRiaTxcTEFLyYWCzW
+aDQ4WTiUHxh9AwAAAAAAANzT6XRyubxly5aFZjdEpFKpkN1AuYL4BgAAAAAAADgWGRnp5+cXHh5u
++lMikURFRQUHB+e5sFQqDQwMtF5xADYAB08BAAAAAAAAZ7RarUwmU6vV5ksUCsXUqVPFYrFOp/Pz
+83t9DmONRoOThUN5g9E3AAAAAAAAwAGdThcWFubn52fObqRSqUajCQ0NNR0YJRaLlUplrlspFApk
+N1AOYfQNAAAAAAAAWJtarZbJZFqt1vSnWCxWqVR5HhIVEBBgznckEolGo7FWjQA2BKNvAAAAAAAA
+wHq0Wm1QUFBAQIA5uwkJCdFoNPlNZ5NzAI5KpbJChQA2CPENAAAAAAAAWEl4eHjLli0jIyNNf/r7
++0dHRyuVygJOI+Xv769QKIgoODhYKpVapUwAm4ODpwAAAAAAAKDMqdVquVxuPim4WCwODQ0NCQkp
+ym11Ol1AQEBUVBROFg7lFuIbAAAAAAAAKEM6nU4ul0dERJgvCQ4OLnjEDQDkIuC6AAAAAAAAAHBY
+ERERcrncfPJviUSiUqlwDBRAcWHuGwAAAAAAALC8mJiYgIAAmUxmym7EYrFCodBoNMhuAEoAo28A
+AAAAAADAknQ6XVhYWHh4uPkSqVSqUqkkEgl3RQHYN8Q3AAAAAAAAYDGRkZFyudx8UnCJRKJUKvM7
+KTgAFBHiGwAAAAAAALAArVYrk8nUarX5EoVCMXXqVExRDFB6iG8AAAAAAACgtExHS5mnKJZKpUql
+0t/fn9uqABwG4hsAAAAAAAAoObVaLZPJzEdLicVipVIZHBzMZU0ADgfxDQAAAAAAAJSETqeTyWSR
+kZHmS4KDg5VKJY6WArA4nDgcAAAAAAAAii08PNzPz8+c3fj7+0dFRalUKmQ3AGUBo28AAAAAAACg
+GGJiYmQyWUxMjOlPsVgcGhoaEhLCbVUAjg2jbwAAAAAAAKBIdDqdXC5v2bKlObsJDAyMjo5GdgNQ
+1jD6BgAAAAAAAAoXEREhl8vN55aSSCQqlUoqlXJaFEB5gfgGAAAAAAAACqLVamUymVqtNl+iUCim
+Tp2KaW4ArAbxDQAAAAAAAORNp9MtWbJEoVCYL5FKpSqVSiKRcFYTQLmE+AYAAAAAAADyoFarZTKZ
+Vqs1/SkWi1UqVWBgIKdFAZRTmLoYAAAAAAAAXqHVaoOCggICAszZTUhIiEajQXYDwBWMvgEAAAAA
+AICXwsLCwsPDzVMU+/v7q1Qqf39/bqsCKOcQ3wAAAAAAAAARkVqtlsvl5pOCi8Xi0NBQnBQcwBYg
+vgEAAAAAACjvdDqdXC6PiIgwXxIcHKxUKnFuKQAbgfgGAAAAAACgXIuIiJDL5eajpSQSiUqlkkql
+nBYFAK/A1MUAAAAAAADlVExMTEBAgEwmM2U3YrFYoVBoNBpkNwC2BqNvAAAAAAAAyh2dTmeaoth8
+iVQqValUEomEu6IAIF+IbwAAAAAAAMqXyMhIuVxuPim4RCJRKpU4KTiALUN8AwAAAAAAUF5otVqZ
+TKZWq82XKBSKqVOnYopiABuH+AYAAAAAAKBcMB0tZZ6iWCqVKpVKf39/bqsCgKJAfAMAAAAAAODg
+1Gq1TCYzHy0lFouVSmVwcDCXNQFAcSC+AQAAAAAAcFg6nU4mk0VGRpovCQ4OViqVOFoKwL7gxOEA
+AAAAAACOKTw83M/Pz5zd+Pv7R0VFqVQqZDcAdgejbwAAAAAAABxNTEyMTCaLiYkx/SkWi0NDQ0NC
+QritCgBKDPENAAAAAID9UavVR44c4boKKJLQ0FBr3p1OpzNNUWy+JDAwUKlUSiQSa5YBAJbFsCzL
+dQ0AAAAAAFA8YWFhCoWC6yqgSKy5zxURESGXy83nlpJIJCqVSiqVWq0AACgjmPsGAAAAAADA7mm1
+2oCAAJlMZs5uFAqFRqNBdgPgGHDwFAAAAACAHcNoeptltRFSOp1uyZIlOe9LKpWqVCocLQXgSBDf
+AAAAAAAA2Cu1Wi2TybRarelPsVisUqkCAwM5LQoALA8HTwEAAAAAANgfrVYbFBQUEBBgzm5CQkI0
+Gg2yGwCHhNE3AAAAAAAAdsZ0binzNDdSqVSpVPr7+3NbFQCUHcQ3AAAAAAAAdkOtVsvl8piYGNOf
+YrE4NDQ0JCSE26oAoKwhvgEAAAAAALADOp1OLpdHRESYLwkODlYqlWKxmLuiAMBKEN8AAAAAAADY
+uoiICLlcbj5aSiKRqFQqnBQcoPzA1MUAAAAAAAC2KyYmJiAgQCaTmbIbsVisUCg0Gg2yG4ByBaNv
+AAAAAAAAbJFOpzNNUWy+JDAwUKlUSiQS7ooCAG4gvgEAAAAAALA5kZGRcrncfFJwiUSiVCpxUnCA
+cgvxDQAAAAAAgA3RarUymUytVpsvUSgUU6dOxRTFAOUZ5r4BAAAAAACwFWFhYX5+fubsRiqVRkdH
+h4aGIrsBKOcw+gYAAAAAAIB7arVaJpOZj5YSi8VKpTI4OJjLmgDAZmD0DQAAAAAAAJd0Ol1QUFBA
+QIA5uwkJCdFoNMhuAMAM8Q0AAAAAAABnwsPD/fz8IiMjTX/6+/tHRUUplUocLQUAOeHgKQAAAAAA
+AA6o1Wq5XB4TE2P6UywWh4aGhoSEcFsVANgmxDcAAAAAAABWpdPpwsLCwsPDzZcEBgYqlUqJRMJd
+UQBg0xDfAAAAAAAAWE9ERIRcLtfpdKY/JRKJSqWSSqWcFgUAtg5z3wAAAAAAAFiDVqsNCAiQyWTm
+7EahUGg0GmQ3AFAojL4BAAAAAAAoWzqdbsmSJQqFwnyJVCpVqVQ4WgoAigjxDQAAAAAAQBmKjIyU
+y+Xmk4KLxWKVShUYGMhpUQBgZxDfAAAAAAAAlKGgoCDz/0NCQkJDQ3FScAAoLsx9A1B+GTXhXZ2Y
+vAjqzziRyXV5AAAAYDVpCcfXKd7r6Nt67lk9JV1cP61fs+oVXCv4+L/z2cZLSbkWZl9c2bVofJ9W
+b9StWdGril+rfhMW79OmvbbOpNj10wa0bd7Cv4mvl4jHMAzPfcT2dOs8HtugVqtz/imVSqOjo5VK
+JbIbACgBGx59o09+fP9REuNeuWpFVz7XxQAAFAObeu/8saOnL8c9eKEXeVar07T9m50aVxJxXZZj
+Y1Mf3rgQHRN7895j3Yt0xllcpXb95m07tJRUwEcIAECBDFc3z563aE3kmfsZrKBx95RzCwf0//qq
+uJqAyUxK+G/3wlEnou8f/nNqMyfT4nrt5o/6fniw3tx1u3/sVpP/5L8Nn78/cUa/jZumb9v7XY9K
+TNZajXERo3rN915y4MwQXxFlJBz8asSw+ec4e5Ac0Ol0J0+eNP1fLBaHhoaGhIRwWxIA2DVbjG/S
+4/5aPDtsWeTphBQjSwzPxWdC5I2lvbjf8THc+lO57kwSa76AcfEfOT2wPvYMwE4xHo37jh5TV5/9
+N5t0ad+O0w+MXNbEMUNSfOzpkydOnDhx8uTJk+euP0ozskQkaDbvzLmwFkV6w0zX/rVwxmfKyNgn
++pdvFsSIqrQePnPRd1O6VbfFt13ulWLLZ9w/u0O1esO2nQfO3U0xsq9eyThVaxU4/vN50wY39mDy
+vj0AQLnHbzjs+02Dxszv6D/njDH55IL5dYKj4t9v4kEvLvw2bsDHW+MeHZoz6Ze+ankDPlHG+UUj
+xq19MXj72undvBgi8m4xetnO1PhWE/9aNHSk76m/JtXjExHpz61YsE/Q98BAXxERkahmz7A1Yf9r
+f5zTR2pdYrG4T58+kZGRRKTRaDDiBgBKyeb2I9IvLx/c/ZO9SY1HzV3Z1yfl/IbFi/fdf/SCLfyW
+ZY9xEVd0NSZcvXrp5KGDsY+NxHgHtwlBfAN2i6nUa/ZvvV7+bbz1w5u7Tz/I4K4iDhkurxg16pu9
+F+Jf6Ev+fsO+OL0wqP/sww8MudfBZjw4s3b6W1H//PjXxglNnEtXq2Mp3ZZP2f9xk6Bl2tT8bsqm
+J57dFDZs1/qh4dtWf9TcrVSlAgA4MoGkTm0+nTG8EPVb9MuYekIiIo9mH6xccfZMvxWa5JMrVOcm
+f9uWf3/TvAWnUmtMHNPb62UqzpcEz/vghwMLrx76Mmz3yLWBYoYoU3NDm3kvau/Z5Dc7mN59eZKR
+H/S6UL6ydH9/f1N8g+wGAErPxua+0V/8IfjTvYlMs0/Xrp41duToT+Yvn97V2fwun3njjw/bVRdX
+eiNw8akX1q+OV72LbMaXyt82bpzRUWj9uweAMmR8fOXf83dKk92Q8e7mj4KysxtGUKnV4E/mzv/+
+m1nj+zX25DNExGbe2TUlMOSvxzYRSNuK0m35zIfxiS+zG0bkXa9t936DRowePXxgQIsarjzT5web
+emPLpN4jVt3Q57siAIByjy/gExGvWqu2kpdfdBnPnh8HNxUS6TXH/nfHaEzYFrFfZxQ0aNLw1YHx
+otZB/SV8Mj74c+NB07d0gY9vTV7mxYX9NlupsQAAIABJREFUu09adfqhnoiI8R4Qhm/RAAAlZVvx
+TcqhH38+k8ryawb0bGJ6Z+fVGjT6rUrOpkFCSXvCJq8+nfjs8ZVdc2f/Hl+ej/AAgLLCCDx8mgcM
+nTBn0bejGhVjgCL7ZNfnn25OMLBExPPqPO/w1dNbf/pq1mez5y//8/zl3VP83U0Jzo3fJoepc08B
+CVTyLU/E8D0b9Jq4cOup248fXj916M9tf6xduyHycMztO2dV41t68oiIWEPin9M+WR2HTw4AgOLh
+N+zSqQqPyHD3zj1D2qljZ9JZYlzdXHONohE2ad3MiSE2Kfa/m3oiImG7SXPfqclnH59a9mGHuo37
+z1CdvK/3qFu/mm3tfgAA2A+bev/MOLV7330jEb9GrRrZByQx1WU749YMdCIiYg367GkNWIMB38EB
+wHJ4VTt/oFi68cA57eMnd/47vHnZ1/KhLb2K/hZpuPbb95vvGYmIeN59F22Y19X75Y351fsu2hjW
+xZ0hIjLcUn33B/Jns9JtecbFt+e0iFM3L+3/Zfrgtj7ur9yO7+0/Ztm+tWMkpk8U9tmhJStjMAAH
+AKB4+DVqVecTEWs0srr7D9JZIjYlJSX3oEnnqtW8GCI2LS3ddBXfb8zG47sVA+q6kfHF9T2LxnVu
+2GbcmkspVn8AAAAOogziG8O1RZ3cak9WF/usw8aE6P/uG4iIcXPPHegTEZFH/3mLRzT2FLrW6vHF
+16Nr2VT0VJ6V+BkHS0p/fOPs4Z2///rTD9/P/2b+AuWytdsPRd9JMnBdl93g1x8yZ+6kd3u2rF2h
+JHOC6S+sX3fG9H1VUO+DL9577Q1K0HDCnJE1TONAktVrNmmQ32Qp3ZavMPjH3Yveb1Ux3znImCr9
+v5jaUWT6TNFfP3xYiy0PAFAsjNBJxBDxqlSvwnd1d2MYIv3tW7dzp+GMQChgiPjValYzvyeLaveZ
+tyv2yuGfPupYVUjGZ+dV4/pM2P4AxxADAJSE5SOQlKM//3IqvSS3NNyNv2va1+Tz8/4m7vTG2PWx
+T9Je3D4wp7Nn+Zr3zIaV/Bkvx9gnGwaLeQzDMDzXHr/cKXh30nDpm9YihmEYhl81ePerR90Ynlz6
+69e5wb1a1PCu0qBNj8DR46dM+3zO3DkzP500ZnDP1pKqks7BC/Zr8fyUNcP1vXuvmr7ICuoPHto6
+rzPluXZ7N9CHT0TEZp7ds+8uUgQr4dXq3MUv60PFkMcOBwAA5PRatmJ88vCJkXhVW7eR8N2b+9fn
+ExnjTpzMPY7UmPQ8iSWBX+fOPjwiIsONo8cSjETk5CP9ZMWxS8fCgyRCMsRvUv6BIB0AoCQsHd+w
+iVvD12lL9oM/m5r82jDMPPB4GHZjQ0rzjJdjjFefoW95MkTEpp3YtjuhoG8xhis7tl/IJCLiVek/
+rLt7zuuMt9eODxz/zZoD5++9dsJkImKNKfHH13z+dqtun/19H9+UyhD75OT/LplSAZ5Xx65N8x5F
+4tymazvTyEI24+zRkxg9bi2Mp5c4O/A3GNEJAAAFYdNS0175SsE+PHdWa+D7DR7eSUSCpu8O93di
+2MzTGzZdfeX7nzHhyrUXrKj5e++1Mn0K6q/+vmibecYxnne7Kb+v+kjCZ40PEx/irRgAoAQsnITo
+Y39b8tezEg6INGZm4r3c3pTqGS/PGHGfYb3FPCo8v8mR3lTtN1Sa33mPGZF3/Y7vjJ0etmDJ8tUR
+q1eEfz3t/e71KvAYItb49N/Fw4YuPl8+TwhuFfor/13KMPWBoGnr5nmNvSEicmvRqqHpOy2bcuk8
+zoJkLcZH97P3FPg+vjXzPc4KAACIjPfOncv5vSQzVrX6n4xKA+ZN7+xMRPw3Pv72g3pCSj+zJHRz
+joGk+qubN581+gV/83ET89tsxvGfFhx8+vJronP9Rr58xr1Zy/p4JwYAKIGixTfpCUd/mzX6rZZ+
+lT2chCJXcfX67frKQtecvGee7cR498jSz0Z2a9QlLDqDJTLc+TnAdLQHw4jaf3+1oMEZ7ON/VfPG
+D+rS0CdQ9cBIRJS+/8OqvKxbM4Lak9WZ7KPfB3kJzJcxjMvQzanZKzBc/LqV6OVVzj2XJaTcObY2
+TNarVb0qbgIejydw8fZtNWDqytNP8swZUq/sUn4xefQ73Vo1rFWpgquTQODkXrF2s27DPv358J2S
+HXVS+BajzOPT6gleli3qsOBacsLx378c2zu7bJF7JUmrfhMW7Y/LKsKYdOvI+kXT3+/duk5lNycn
+t8r1Og6bu+1qaj5FFKmMkm69kj/j+rNzmgjNd8ivMWH//djdP854r3eb+tW93JxdxNXqtOw9dl7E
+yfsFTqaTfOvA8llj+rZrUMPLVSQQOntU8m3aNWji/A1nHuTaKTbEft/RnW9+9fDcR2x/+awariql
+YmGOl5bz26sfsUREGYcm1eTncXn6vdNbFn4ysJ2ft3j41pIflMSIew3tU4T8xnBlx46s9KbagGHd
+XF9fQli987jvt5yOu3vt+M5VC+fNmDJeNkb20dQ5i9Ycunx5b0hrN4aIjM+OfTN7/V0EbWUkWXMr
+0fQUMm61a1fK742VX1NSS2AaBmKIuxVXZvFNEbujhK1hdww31EfuZB2ZW6tr13rYaQAAKEjG/76S
+fXn4bgYRUZp25/Qx311pErL+19GmQ6KI8ey5aIfy7Rr8+1vH95uoOnU3RZ+WeFo1/t1v47sv2LK4
+j1eO+Q0MN38d2U++IfY5S0T6eweVq0979vhSEeSFORAAAEqCLUymZuuklp48hhjnGm2DPpo2a9an
+Y/s0rMBjiOFX7jL7wH0jy7Js5oV1n4dMnTouoBafiIjxaDF48lSTT384+MBYwB0Ybv85Xz516tSp
+k4Oamo4r4Pv2/GhqNrli63U9y7Js5vM75w990cWJISJyHrIp5WWJT64c+n3BhC5VeUREPK/6jWs6
+5/WpwLi1nnvixesFxC/tLiJinKu26D1ywrQvvl20MHRi73puDBHDq/zWkgtpuW5gfBLR34mIiPEO
+/jP3lUXdYiyb8fiKemO4vIfpp2BehbqNa7vkWbbAZ9hK9Z4fxveo68F/bQGGXy0wQmso6RNX4q1X
+imc8LeHU1iUzBjRwYYiIEVWuVlHAEBHD8Pl8hnn5wCp3/SLqYV4rMj49uXignzNDxLj6dh46Ydrs
+ubPkHwa193FhiBieV+uJm26kv3qT9Cc3jym6iEwPZPi2V581Q/L9q8cX9zOd6sap76rsO818pj2z
+98fhdQVERMIOCy7dPbFiUjcf8+ZxHrrl9ae/GJ5tH2Xaz2dcui+9ncdzyLKs/uJXLYVERMT3mXAg
+JffVxufXoq89L2hrZ1z4uo1p1lbGpfev9wpalGUNNxd3Ng0c4debfjyjWI+mJIz3lvd0yut9qVDO
+getfb2VLM9xY1DFrHI2g2byYzPyX1F/5tq0wa8lGn5/Kf8mMwx9nffslUfel8Xk/6aVS3O4oUWuU
+taJv+aJIippc15TYMMLm86JLuTYAABuiUChMb5aWWV3alqHORII3Plm1ckqflm80btqkQd1Gnd6d
+uzH29a8a+sRjy6YObOtX2d3ZtWLtJm+Omrf+zINX32HT/gz2Nn0DYUSetRo0atC40/CwnTde+zLj
+2Cz8HAFA+VbIW4nxmXpaU2eGiFf17fDoZ+a37pTLv/SvwiMiXsW3V2rMuyCGOz8HiIiI+LU+iSr2
+vl/6/g9NEYJT75X3895LSNs6zOX1+MZ037eUWbsgrvXeGjdj/tK12/YePvbv6ZOHty2Z2KESz/Tx
+4dZ96WtRhyF+aXcnUYf5sTl3XIz3t4yoziMixqP3r7n2rAuKb4q5xVhjwrIepnUJqzTrPXzCzK/D
+V6zduG3H1nU/z3m3uTj7R3zGuXKDdr2GfTQ9bNHytZt37NgSsXjqW7VNURbxJZ9EpZaujJJuvZI/
+4+mHJ9XkEREJ6g5ZuO2fC3GPU/Qsa0h9eOXQ8k86VTHlVDzvt36+mntnK+2isrs3j4hxaijbeCPn
+A0+5vmHsG84MESOsI9uRO6lI3jjYOe99VJZl2fS/P6qW1z6qecvwxL5+FYWuNZp3HzR26uczBjUS
+MaWNb9jnO0dXLji/0V8wpze1Jx1KzWOJQhlu/pAVyfCqjz+QXsiyiG9yKHqIkHnyswZZ090I2313
+RW+6MG7X9J51vStUaRb0jTor0cw8PeuN7AVbfx2rt3TJJeqOkrVGWbJkfJN6RtE6KxjnVR+xpcBo
+GQDAzpRNfNN49hkk3RaD+AYALKjgt5KM6FB/EUPEEw9QJby6c6m//G1bIUNE/DpT/8n+xm8T8Q3f
+T34s130bdfvHm847wrj2j3iUa92G+KXd3TstupFr7zll9/vePCJiXAN/1726uvzjm+JusZfxDa/G
+xEO5dq2Nz9RTG5mOtBB1+/G1vfvMq4u7moYrvfY5W+wySrr1LBDfOPVakZj72U46+2UHN1OAU3HI
+H6+8GPTXl3RzZ4iIX2/qkeTXVpt2Zm5z08PzGfvn01fWW9r4pmLv74/Fp2RdZbz/+yBv19LGN+yL
+3WOqFJTf5EhvfCdHlfDO0vd/aLoTcu6/5mmBiyK+eUXRQ4QM9eTaWUfkiLoqNQaWZQ13VvbxyB6o
+xasyctsTI8uy+gtf+mcP02k856yFvx6XsDscOb55fmxm86zxcrxqg9bdKYPxTgAA3EF8Y/sQ3wCA
+BRU4903a0ZWrL2SwxLj3GBlY49VF+fV69KjLJyJD3J5d0QVOUsI9xjNg1Du1+ETEZtzR5p5lhFd9
+7I7b+6fUzbUtBJWqVmSIiNXfT3xUxDmVLbvFmApdxo0wncLGoLl+K/d0MoJ67w5vLyQiMsTfTsh5
+rYXLKHDrlQm3VtPmyyR8IjI++fPXzTnOq53x7/KfjiWxRIKm743t/PpEME6tJk6SOjNEhoRNP262
+5JmZmQqNO7ermX14G1Nl8MzZQc2rlHLub/eAYabRUHnPf2O4vGP7xUwiIn7twKGdShZ0EFNB7Gkq
+25j0/IVNTQ/OVHlvw807JXHjt6D8JnHmAmvQ67OnhRGKhERE+qtn/0vOvsz4JOasqYOFQmH2jQx6
+C899w1132Cjj3W2TRi2+kMYSMcK6sl+XjfIpZccCAAAAAHCmoO+y+gsHDt0zEJGgToumHrmv5fvW
+Mf3cbLgTe8nmTz3Eq1rDtKfNpiSn5i6W51zBy12Y+yYMjzFNxMIaDYaiPT6LbzFedZ/qprKTk14/
+qTqvYrUqQoaI2IyUlBw7gpYvo6CtVzZcOw/uV5NPRGz6qf1R5kmT9f/t/lNrICJelY5dGuU1ASlT
+NaBnMwERsSnHdh/Me65qi3BuN+33uW++9rIpJjfp0P5V88tvcqQ3voFD2ud3NiMiorSEk5sWzxgz
+oGuLejUqejgL+byXU86KOi68npXuZWTYWNLKc6tU06ckalbMc6IorjB8gSC7nkzTRhY0at3CzTz6
+plKb9qYJczMzzU8BX5D36cVLyoa6wxawL/79esjYP+L0LBHP681vtv40oIotvWYAAGyPwWAkItJb
++ucFAACwjAJ2H9hnF8/HGYiIGGeD7taNG7m++aamZF1gfPpEZ6RKtn0yDx7PnFSxBe20sIb01JS0
+TAPL6l+kG4u3e1MGW4zHM68jj1oYhpfH7kiZlFG0rWdBwmatmgqZ2waWTY+NuaIf00VIROyj6LNa
+PRGRwLeeJO8XL792owauzKlnLJt+/mysfky30iYsZcu129AB1Vb/etdoym8mTKpl3tSGyzu2x5rS
+G7+g/NObtBvbv/ho6k/q+PRCnxqWNTr+iAtOMM4u2TNas+np6SwR8WoG/7oxbsq8jTHJ1aUTFywe
+4MkQEZuWmv08MS4ueU4SXlIO2B2lkHF15aigL08+NxIxLk0m/rFlur8L1zUBANg4Y+LdRCOR4UHc
+nRRqX4HrcgAAILcC4htjYsI906iTjJNhXRuE5b+kxY8BsLZU7aE1y1Zv+eto9PW7urQiDrV5nY1s
+MRspo5QYD59aYoYSWTLej7+bSSQkIkO8Nt40joRXqUrFfIaO8atUr8KjZwYyPrgdn2q6oQ1zeXPo
+OzVWLY835M5vXqY3grpBQ9vm/TAyrq4YIv14b2LWi5YReNZq3OwNv2pebk7ms5Sxj6P//PvScyMR
+sXnGgFBqjNjLMzu+ea57btrIglpvf7Xj7a9eWdD44tnzrAiN8TTfxiIcsTtKyBC/bXz/yX/eM7DE
+CHyH/bo7vE9lDLwBAMgf+/yU6rvVO3ZuPJFBRM+2Te793olBo6ZM6+uLY04BAGxIQaNvzMfrCNt8
+snJmt3xnmuB5N6tpv2/uhoTIyX3fX37hBQlrdHrvs5k9Wtat6uksYMhw+VfZ5A13cs84UwAb2WI2
+UkZpMW5upomZWUNycipLrgwR++L5C5aIiGGcnPObCcY8qIFlk54nsVTBxvfbnLsMfafmyl9u58pv
+DJe2Z6c39QYNbZXnbrbh2tIPp5uyG0ZUq9f0Rd/Jg/wr5V408+RnTQ5cel7GD6NkDM/vah+8flxg
+4Xju1fyqudvMU8uvWqMan6FMlshw/+59Q75vren37mYds8Q4V6uRX8hSIg7ZHSXAPjr42YAxa25k
+sES8Kr0W71a952fZo9QAABwOU6Hd2Pntxs5fznUhAABQkCJ9q+VVbNF38BCHnDbAmPD7pHErLrxg
+edWHrD658b1aL48k0rv+VeLZNWxki9lIGSVkNB/owzcfu5U1HRFRQaNIchzfxdjDY3fuPHSgz4qf
+4l7JbwyXduzISm8aDBrSMs/0JvP0ymXHk1gi4nn3Cj+0e2L9PBcz79bbHvbhhjFNJhxML/4tnQPX
+P9wx0t3yJZWQm1+dqjyKMxCxyXfiHhop7zlyDfFx8VlzHPNr183nCKeScsjuKCb2+cmvg4aGxySz
+RDxx59DIzZOb4aApAAAAAHAIBfz4y7h5ZE28aTQfDeBojLe3rtr/1EgkqPfetHdrlXL6HhvZYjZS
+RmmZBxExzmIv0zgcYip4emRNJ52WmpbfDVNTTPMrM7zsxW2cU6ehgbX5lHP+4hzpTaNBQ1rkuZtv
+0B49pjUQEfFrDv9Mlnd2Q8Q+0dx6WtQpb14mAGwxZ34q5wSNmjcWmbad/uLZ8xn5LJb839krpiMW
+GdcmzetZNL5x0O4ojtTzPw0bqDimMxIxbv4hWyK/6OiAw4sAAAAAoJwqIL7hVa1e1XS1MeHO3WIc
+Q2RHMi+eu5DBEjGCxv5NSj0LhI1sMRspo5TY5/Hxz4xERHxJPUlWsMb38fUx/df46MGjfB6a4f69
+B0YiIl41Sa0SnmvbykTthwZKcuY3hkvmeW/eGDSkWd57+cZ78VnnfubXa9wg3/NSvThx5FxRzzfF
+uLhmDTljk14kIb8pOsa7Q5fGpufJ+PTE0Qt5zyqVduboqaz0RNSqS/vXT+1dGo7aHUWVcV01uv+0
+vx8YiRjnRh+s37OgZyVkNwAAAADgOAoafePZ6A3T3oAh8cyZOw55xpqM58/TWCIikZtbQadlLhob
+2WI2UkYp6S+dv6wnIuJVbNuhQVZ+wXi3alNXQERk0F7X5L2HbNBcvpbKEhHj2rJt07wyOdZaZ88q
+OlG7IYF+L/ObjEs7tl/KJCISNhkypGmhYzTyPK981lX3dkTsfVLkwTdePjXdeURExqfXriaW+WuH
+qTb+QBpbEqm2dOQUERG/Qd++Wa9T/fVtm0/nNf4mWb0xMsF0Ujhhq359alh25ikLdIcNtkYRGW5v
++fDtCdvv6FlihH7DV+1dOrCGbZ8MEQAAAACgmArafxC2COjizSMiyjyzfn1scU5SxNrJboDI1VXI
+EBGb/vSJBcYalGKLWRIXZVj6GddfOHAowUBEvKr9gjo7Z18saD6gXx0BERkfnTh2Oa9HZrwbdfCi
+nogYj4CBPTxzXMN3cXViiIg1PHn81NZensK2Q4PqCsiU3+w4sDVr7I2w6ZDBjfPbC+XXrJ012kIf
+eyjqXl5Zi/H+zlmKPbqiP1qhfzt/0zFAmac2b7tlr2O3uCBoPmp0KyeGiMhwc9XXa2/nfkL0l5d9
+/YfpaWJcu73/bh1Lxwsl7g6bbo0iMCbunfL2mHU3Mlhi+DUGLN2rGunnmKfUAgAAAIDyrMCff916
+yEaYDunIiFn88cJzyYWtjXHOPqvJ04S79nDoBd8v67iczNMH1Ll2co2ZmcU+hXixt1jZsF4ZZfSM
+s0/3LV1zRU/EOLWYMOWtHMMshO3Gf9LVnSHSX/5j9bHXH1jaueXLj6azRHy/90MGvTJrM98nK+3I
+OLVz711bG5QkbD10UD1TfnPshymrL+qJiITNhwxulO9OPs83oHt9ARERm3z4y09+u5z66vWpN7dN
+6Tt6rdbIMEWepJZXfcCwN90YImJTj4e999nOG8l20MeWYkh6mBCfU+KzzOyHr39x/5XrEh4m5wq3
++A0/mDmkWtbYpX0zRoQeefzyVaa/u+fTEYrjpq3Jl4yZOaqW5c/6VtLu4L41SrHl2SfqWf2HL4tN
+ZYkYj1byXxf2dX8YX4CEh0mIJQEAAADAHhV8hILx3tb3agtM3/J5Xq1k4XvOJ6YYWJZlWUOa7u71
+s1GRazf/+8iYvXzGUbkfn4iIcWnxyc6byQbWmP783nXNw8wiHA6Rvv9D05wtTr1X3jfmuUja1mGm
+qTmch2xKefUqwy1lFxEREd9Pfiwj9w311xd2EBIR8evPOJHj2vT/TatnKljgO3Dh35cTnz55cPvS
+/3b8OPXthmIhnyEiErb//qr+la3yJKK/ExER4x38Z65DP4q7xYwJy3o4ERHxakw8lJ67bONj1dum
+ayvK9rx2LZu2fYTp1MnOgzYklaqMkm09thTPePrhSaazljv1WpH46rOddHHl4NoChohxbzvvZNJr
+t7yo7O7NI2KcGgRvuplz+6fe2Di2kTNDxDg1nPTXo9yvoVT1ZFOtxBO3GqvcfuRMTPTp4+oDuzcs
+++bT99/0NY2ccOq76mGOWxa8ZSwp88zsxq8cJsUI2313RV/QTQy3V/Xzzk4BeB4N+kz8aumaTVs2
+rlm+4LP3uvq6MkTE8+o2OihroIeww8LrBa6QZVk2+fjMZk7Ze/YMz9nbx69utsYTdyVb7hHbGvPr
+vChEby6JM+RegyF+/ZDq5tOkCSq2CJw466v5X372Qd9GFXhM9sV1PvjzYd5vcKVXsu4oUWtYUGm2
+vPmdpKiK1AUAAPZBoVCY3tu4LgTyhecIACyo8LeS5AsrRzZ0e/njPcMXuXl4uDrxGYaIGGfJ+5vv
+vfxKnxEd1srZvOvHF4r4DFNAHJPNkJwQ8/faqR1NYYSgwbDv1+5UR996nPbyZvrk+9fO7J/TxbQj
+Ieo0a9/pa4lJ2d/C0x9f3flJEwEREa/akGVn455l5lz7vYtbJ7whICLi1xy+6r97KeZv/4Y7fwzz
+4ecem8AIq0tnb/9xiAdDRPzqPaYv33lS80zPsqwh9ZEm5q+Z7YRERIzHW9/+c/H20/RXHl3Rt5gx
+7dHVvZ+aTgrNqzgg/MT1By8rY/UvEmL3Z99Thd7f/+/a/ZzXJideOfp1gCnNEnUJPXrzyav5TjGe
+uBJvvZI/4y93unjejXsNH/fJtM/nKr76SvH5x8M6+rgwRIygarc5f997bQeZZVnW+OT4gv6+Tgwx
+PI+6Ae9NnfvVN1/Onjy8q8SNIWL43m0nb9PklbQY4tYEVnvtySaG51H3rQkT+5jmyhDUDfwy4q+z
+d14YWNaY+uBypHnLDP75+OWEZ2UX4WSem5tzmhtG1GHBtcJ2Mw3x28c1yv8E94x7i8l775z4LGtS
+liLuuKZfXzeqnnNeK3UOXP/CIo/VJpU+vmFZ47MT30gr8fJ7RhhBzf4//5fy+u0sp0TdUezWsCzE
+NwAAJYNowPbhOQIACyraW0mK5tDyz9/v3bZ+dbGLkC9w8axc+40Ob7//mXLrqbu5Jx7N0O6aM7BF
+DQ+R0EVcvUG7vmNmLT94q8Bf7A3apT3c8jy6gxF6D/n9oZHNPBPa0u31fQtieK5NZh1Pvap80yPX
+/hLDc+/w3QU9y7K6LSMrCXPdlHGq++k/5j2YlOs75g5u4yt24vOdPKo16DDw44U7Lj41sPrzYS1e
+7lLwakzcf3hmY3dBHmUIPNt9de6V4SZF2GKZZxT+rrl38xiBV6+ltwxs5ulQf/fXUyWBZ7cfLutZ
+/cUFnSvkvpbhubX5OubVQS9FKENfyq1XkmecZV/udDEiv85vv9myfs2KHs4CHo/vVKF6gw4Dxs/f
+HPO4wF0s44tre3+aNqKHv19ldxGfxxe5V/Jt9ubgj7/bfK6gkT8pV7bOGdqhTkUXocDFq3aLHiNC
+vlt35NYLA2u4vrBjjh1Ifv0ZR6OmN3DO/bpkeKKKfZdpLL7/yrIsy2bGhDY35zeMqNOi60W5H+Pj
+kz+PbV9NlLtSl1rdPl4drTOymf8WM75hWdb4/NK2bz7o28qvsodTjlcH4huzfOIblmXZ1Fu7FUGN
+xbk6lBFWbjVq4aGEMh3ClaUk3VGM1jhh6ceA+AYAoGQQDdg+PEcAYEEMax9zDIOjyYj6uE7PXxKM
+jPOgPx5tG+7GdT32Lv1B7Il//r0Y9+BZGrlU9GnQomPXtnU9Cz1nFZQVNiUh+ujRM5fjHiYZhBWq
+1mnarmvnZlUd61TdAADAsbCwMFM6gO/zNgvPEQBYEHbvgFssm5KcypJbvsf/QJE4VWkiHdJEynUZ
+kI1xrdmq9/BWvbmuAwAAAAAAHAPiG+Ca0YDzwAAAAACUWNHPMQkAAPbL8ueuBQAAAAAAAAAAC8Lo
+GwAAAAAA+9OtWzfzzLgAAODwEN8AAAAAANgfqVQqlUq5rgIAAKwEB0+B9RlTEi+dOKNNNf1x/7+o
+ozE3H6RgBhwAAAAAAACAPOHE4WBl7IPV/f0+2JuS63XH8Cq8u+nuhiE4gzgAAAAAAABALohvAAAA
+AAAAAABsGg6eAgAAAAAAAACwaYhTNcAbAAAgAElEQVRvAAAAAAAAAABsGuIbAAAAAAAAAACbhvgG
+AAAAAAAAAMCmIb4BAAAAAAAAALBpiG8AAAAAAAAAAGwa4hsAAAAAAAAAAJuG+AYAAAAAAAAAwKYh
+vgEAAAAAAAAAsGmIbwAAAAAAAAAAbBriGwAAAAAAAAAAm4b4BgAAAAAAAADApiG+AQAAAAAAAACw
+aYhvAAAAAAAAAABsGuIbAAAAAAAAAACbhvgGAAAAAAAAAMCmIb4BAAAAAAAAALBpiG8AAAAAAAAA
+AGwa4hsAAAAAAAAAAJuG+AYAAAAAAAAAwKYhvgEAAAAAAAAAsGmIbwAAAAAAAAAAbBriGwAAAAAA
+AAAAm4b4BgAAAAAAAADApiG+AQAAAAAAAACwaYhvAAAAAAAAAABsmoDrAgCsJCAggOsSyoWrV6/q
+dDoXF5fmzZtzXYvjGzNmTHBwMNdVFBV60DrQg9ZkXz0YERGxZs0arqtwfBqN5sGDB3w+v02bNlzX
+4vjsqwflcnlMTAzXVTg+9KCVRUVFcV1COYL4BsoLtVrNdQnlSGpqKja4FUilUq5LKAa8JKwJPWgd
+9tWDcXFxeFVYE7a2FdhXD8bExOBVYU3Y2uXWhEUHz167z3UVL3Xz91k0qZtFVoX4BsoXiUQikUi4
+rsKRXbhw4fHjx25ubm3btuW6Fkdmv99I0INlDT1oHfbbg2Rve7x259q1a3fv3hUIBF26dOG6Fkdm
+vz0oFov9/f25rsKRoQetQ6vVarVarqvI1/LpPVs3qFrAAhEREXK5PCoqqtB+lMlkRKRSqQpeLCYm
+JiAgQKlU5hoSePba/ZW7LhSp6CJAfAPlS3BwcGhoKNdVOLL+/fvv2bOnTp06GEhZphiG4bqEEkIP
+ljX0oHXYbw8SBrqXsUmTJi1btszNzQ3buUzZbw/6+/vjtVGm0IPWERYWplAouK6ihKyW3Vgcpi4G
+AAAAAAAAAMdnv9kNIb4BAAAAAAAAAIdn19kNIb4BAAAAAAAAAMdm79kNIb4BAAAAAAAAAAfmANkN
+Ib4BAAAAAAAAAEfFYXZz/r/zxam0EIhvAAAAAAAAAMABcZjdRERE/P3338UpthCIbwAAAAAAAADA
+0XCb3cjl8tGjRxen3kIILLguAAAAAAAAAADOcZ7dREVFGVyrEj0oTtUFwegbAAAAAAAAAHActpDd
+FHrXxYX4BgAAAAAAAAAcxL6/9jledkM4eAoAAAAAAAAAHMOjx492bVvqeNkNYfQNAAAAAAAAADiG
+27dvK8OVjpfdEOIbAAAAAAAAAHAMjRo2qlevXsHL2GN2Q4hvAAAAAAAAAMAxuLq6FryAnWY3hPgG
+AMoJw7XfBtf1qtZxjvoZy3UtAOURehCAW+hBAG6hB22E/WY3hPgGAMoH9umx7Xs0uvunN++5pOe6
+GIByCD0IwC30IAC30IM2wa6zG8KZpwCgfGAqDvxs3v6MY5VkH7YWcl0MQDmEHgTgFnoQgFvoQe7Z
+e3ZDiG8AoJxgKkpnb5JyXUWW5P1TZj//bsnQQo7LBXAk6EEAbqEHAbiFHuSWA2Q3hIOnAACszXh7
+vXLTXSPXZQCUW+hBAG6hBwG4Vf56kMPsZveu3cWptBCIbwAArEmvXTvliwPPMWcdAEfQgwDcQg8C
+cKvc9SCH2Y3pri2Iy/gmICCAATvB4esEwIFk3o6c/M7Hux6Up587AGwJehCAW+hBAG6Vux7kPLsZ
+8M6AYpRbGIy+AQCblhS7ftqAts1b+Dfx9RLxGIbhuY/Ynm64smXex4NaePMZhuFXH38gg4iIMv5b
+N/PDvo08eAzDOL25RJvjg0n/+PyOheN71Kk0ZGMyEftE/f27rasIeQzDMDxB9a7jvvkze+mM8+s+
+G9mmIp/nUrfPjG03DaZLjY9PrZo2qGPTN5q8Iaksrlyn7cCQ3848zf7ZwvA0dtcPk3rVrzxo/Qui
+lCtb5wxq5ePp7l2326R1l1Kza0g+/k2vLu+pLqcRUXrkaG9nZ2dn97ZfXTBYYTMClBh6EIBb6EEA
+bqEH7Rfn2U2hd11c3E9dLJFICt1MwBW1Wq1Wq7muwhYZnsbuUS39edkWd8Wt7aP4V7Z+M3v+mkPX
+Uiq1Hq5Ytnh0YxeuC3QQxriIUb3mey85cGaIr4gyEg5+NWLY/HNExG809MulQyb59/Eb/3eGeXFR
+i9HfrxwxrEqLDvMvvVwJ+/jQd5MVK3b+Ly6FJedBRESMt3TmphMDf+jVbvqRF/yGY8NXzGmd/W4o
+aj76+6XGy3t/6bhz1+ymItMa/g55M3BZyuD1R/4bVluUHrdlfI+RP47/JzbjzP6JlU+uUCz/Y8vm
+Y/HprPNA48ODn498//fUeg0l1UT/Xv9n+bhBLn7Ri7u4EJFbpzlRtz+/8GWb1qEx/MB1j7e+W46m
+i7M49KB1oAchP+hB60APQn7Qg9aBHrRfjpfdEBGx3JFKpUQklUo5rAEKplAoOH+dWIrpgSgUitKu
+yPjsf8vko7v6ODFE5Dxw7c0DM9tXr9m8a/fODbwEDDHChp8eTbFExfapX79+RNSsWTNLrCzz9Kw3
+RLWnHMkwX2K49WNA5eHb0kx/pf81rjKPeNU++jv95Y0M8UsDRESiruEaw8tLjQ/XDvRgiJwHbUgy
+X/h8z9gaPGLc+qy8a8xxt8Ynm96tM+SPR9mX6a8uaC9imArv7UzLvuTS/DZCIpH0p9um+0j+U1aF
+RyRo0CnwvQXqexksy7IZV3/o5sYQr+L7u3K8IPTnw/yFRM6DNyaXZtNY7PVsRehB60APogfzY7HP
+dPRggSZOnEhEnp6ellgZejBf9tiDFtv3QQ8WCD1onR605f3E8QsPDJXJg4ODC10yOjpaLBarVKpC
+l1SpVGKxODo6utAlg4ODc971mauJ4xceKPRWRYSDpwCKianQacIPa/ctH1mZR6S/vHzamorfn9P8
+98+hYxdPLnjTjTKvr1l5MLXw9UDhMjU3tJn3ovaeTc6+hCcZ+UEvD/NkTDxenu9heUzWxHjWr181
+98IePT8cVU/ApkRFbLj5cnArm7h97bmAsQMqmleTnprOsrwKnhWyV8D3rSsRMGR8/PCJ6Xaimj5V
+eUSMuN83v83oVk1IRCSsN3hwGyEZn1+9fMdhx6RyAj1oPehByAt60HrQg5AX9KD1oAftkkarIccb
+d0NEmPsGoITwFmkNAh/fmrzMiwv7d5+06vRDPRER4z0gbEZHYfHXxTg5O7/2USpqO1bWUkTp/65e
+E6PPusx4a8Na7Ttje7ibl+I3la+PXLd5p+JN0/2ySbeORyewRKTPzMxau9BJyBDxq/vWcjLfjlel
+ZjUhQ2zS86TyM7e/9aAHrQE9CPlDD1oDehDyhx60BvSgvZr5+cyCF7DH7IYQ3wCUEN4irUHYbtLc
+d2ry2cenln3YoW7j/jNUJ+/rPerWr1aSdy4eL48fQvgNRn8gdWX0V9at+sf0M5X+wrr1qe8Gtxfl
+WIrxaPz2e4NaVaLnV/eGf9yv41vy7Zr0XGvP6/xsjEDIJyK9Ad+gygB60BrQg5A/9KA1oAchf+hB
+a0AP2iU/iV/BC9hpdkOIbwBKCm+R1sD3G7Px+G7FgLpuZHxxfc+icZ0bthm35lKK5e6BV2PohwO8
+eYY7m1f9pWOJ0k+u2SoePboxP9dyhgfHf5Z18H93vX7AjweP71QOb1SCX13AotCD1oAehPyhB60B
+PQj5Qw9aA3rQ8dhvdkOIbwDAxolq95m3K/bK4Z8+6lhVSMZn51Xj+kzY/sBiPykxXv0+eNeHb3y8
++7dticakQxF76we/6/vqW2PGddXw9t3n3gzccvT36X3quufxbQnAYaEHAbiFHgTgFnrQkdh1dkOI
+bwDAhhluHD2WYCQiJx/pJyuOXToWHiQRkiF+k/IPrZGISCAUEJHRaMzjxixbxI9Vl27j3m8kYJMO
+r/r91M6IYx1kA6u88plo1P42ccq22xWHf/Fpaw98WkK5gh4E4BZ6EIBb6EGHYu/ZDSG+AQAbpr/6
++6JtcdmfhzzvdlN+X/WRhM8aHyY+NBIRz6OCB4/YFw8e5hjCmnJb+8BIxGakZxbxM1PgP2Zse2dK
+P/XjaMWF3rJeFV69Ou20+kQyyzi5uOQexZrPh3XBGNNxz5mZ+sKWBOAcehCAW+hBAG6hBx2HA2Q3
+hPgGAGxaxvGfFhx8+vKjz7l+I18+496sZX0+EfHrNW4gYtj0I6tXRD9niYzPYjd+OmKeOpmIDPE3
+bqXlXJVeb8jxzyt4dUd9+JYHY4jXugyVdXbOdS3f1c2ZIcPtbT9v1mYQkf7Bv79O+WZfCpFR9+hJ
+Zsql7bsuZGakZ7BEZHj1UHOWZYlYg17/8hEwHh7uDJFec/2Wnijz+h8r9j/B5IJgu9CDANxCDwJw
+Cz3oEDjMbu4n3i9OpYVAfANQImyR3yKhVAw3fx3ZT74h9jlLRPp7B5WrT3v2+FIR5MUQESPu835g
+NZ7xWdSs9rVqN6hXw6f7r5Vn/zjGj0dkvLd6eJu+41ecMU3iT6m3tYlGIsPdOwmvf2YyVYM+CKrC
+c2of/H5zQe4rRZ0HvVOdR4Y7m99vXt+/bZPazSae6zx2QGWGjA/++KBlp89u1Kqn12ruGYkM9+Lv
+vlw7+/huYgaR8eHt+FTzhbwabdvW4pP+4uJhfUcMDhh7UtLOC6NgSwI9aCXoQcgHetBK0IOQD/Sg
+laAH7R6H2U1MTMy6deuKU2xhWO5IpVIikkqlHNYABVMoFJy/TizF9EAUCoVlVvcicnQlHpGw9Tex
+evOFxoRfejgxxHgO2/zMMndjf/r160dEzZo1s8TK0v4M9maIiBhG5FmrQaMGjTsND9t5IyXHIsan
+p34e06G2p4t7jRbvzNx0JZk1xC/tWalB38k//nX1mcG0mv/Wz/moh68TQ0TE8/IfKl9y6J4h930d
+lbcYsOquMa86jE9Pho9sXd3NybVq07enb7iUxLLP/5nbsUqFqq1G/nji1BbFxN51nU1r92w+aPK8
+TbFpN3d/N21km0o8IiJGVEs6btba6NSstT068s2Ahl7uFRv0nrblWmrJNo2FX89WgR60DvQgejA/
+Fv5MRw/mY+LEiUTk6elpiZWhB/Nljz1o4X0f9GA+0IPW6UFb3k8cv/DAmauJpv9HR0eLxWKVSlXo
+rVQqlVgsjo6OLnTJ4ODg4ODgQhcz3fXqzX+PX3ig0IWLCPENFMSW27K4LPcxr7+ytXhvkeWKRXcd
+IV/2+LUVPWgd6EHrsMcetNxnOnqwIBbddYR82WMPWm7fBz1YEPSgddjyfqI5vuE8u1GpVGeuJlow
+vnltaBaAfQoICAgNDTV9LpYxfsPBob8MDv0l18WNZy7qP3PR+rK/f4DyDj0IwC30IAC30IMAheP2
+mCnzXZ+9hrlvAF6jVqsDAgICAgLUajXXtQAAAAAAAAA3bty4YQvZTTEqLhrEN+BQEOIAAAAAAACU
+WykpKfIQueNlN+RY8Y3+yYUdCz4K8Kv07tZ0rmsBTiHEAQAAAAAAKIeuXL3y8ccfO152Qw4T37C6
+fxaNfqttp8EzV6q1yThNHhAhxAEAAAAAAChnateu3advn4KXscfshhwmvmHEb05fd/jUsoEejn3O
+eig+c4jDdSEAAAAAAABQtipVrFTwAnaa3ZDDxDdERMRUqFOnSokeUPL+KVO3pFi6HrAh5gE4Wq2W
+yzoAAAAAAACAI/ab3ZBjxTfEiJyEJRh9Y7y9XrnprtHy9YANioiIwOFUAKWh0+m4LgEAAAAAoNjs
+OrshB4tviGGK/3j02rVTvjjwHPPllB+YEwegNPz8/MLCwhDiAHAiIiIiIiKC6yoAyrWAgIC4uDiu
+qwBwcJGRkRb/tmnv2Q0RCaxzN7Yq83bklHc+3vXA6MR1JXbg22+/PXz4MNdVWIxarVar1VKpNDQ0
+VCqVcl0OgN3Q6XQKhSI8PDwkJGTq1KlisZjrigDKkbi4OIVCERYWFhoaarUviwCQk1qt9vPz69at
+W0REhK+vL9flADimJUuWyGQyC37bdIDshspJfJMUuz708/ADtzMNurjrd3SZLOM2fOvjDb3PftN/
++Lcn7qURUXrkaG/nMUSCZnNOnPyiGZ/rkm3RxYsXDx48yHUVAGATzCGOlT+0AICItFqtTCZDiAPA
+FZZlEeIAlDUL/mTIYXZz/r/zRBY7v5LjxzfGuIhRveZ7LzlwZoiviDISDn41Ytj8c0REbp3mRN3+
+/MKXbVqHxvAD1z3e+q4r18XatKZNm/bs2ZPrKvJV3GgJ424ASk+n02EfEoArCHEAuIUQB8AKSh/i
+cJjdRERE/P2/WM+GvYtTb0EcPr7Rn1uxYJ+g74GBviIiIlHNnmFrwv7X/jjXddmhWbNmzZo1i+sq
+8sUwRQ01EdwAWBb2IQE4hAYE4BZCHAArKHGIw212I5fL1+88suvUgyJWWyjHmro4D5maG9rMe1F7
+zyZnX8KTjPygl4fFxi+BfQkODo6KikJ2A2Bxpn1IPz8/zKsKYH1oQABumUMcTGwMUHZMIU7RT6PB
+eXYTFRVVtVrVQussOoePbwQ+vjV5mRcX9u8+adXph3oiIsZ7QNiMjkKuKwNrMuc1EomEyzoAHB32
+IQE4hAYE4BZCHAArKGKIYwvZTaF3XVwOH98I202a+05NPvv41LIPO9Rt3H+G6uR9vUfd+tUc/pGD
+iVQqjYqKioqK4roQgHIE+5AAHEIDAnALIQ6AFRQc4uz7a5/jZTdUDuIb4vuN2Xh8t2JAXTcyvri+
+Z9G4zg3bjFtzKYXruqDMmYMbHCoFNigmJkZdHFqtluuSiw37kAAcQgMCcAshDoAV5BniPHr8aOnS
+pY6X3VA5mLqYiEhUu8+8XbFj1Su/mv216uT9Z+dV4/pkepxZM6gKZsBxTJicGGyfXC5Xq9WlXIlC
+oVAoFBaopiyZ51XluhAoL/bt21f65iqigwcPpqamWue+TI4dO1as5XNObFxGJQEUy2+//bZq1SoL
+rm3fvn2WWltZyDmxcVpaGtflQHmRkpKyZ8+eMr2L2NhY03+2bNlSFut/+PBh0RfONbHx7du3leFK
+x8tuqBzEN4YbR0+4dO5Sk+fkI/1kxbGR437+4N3pkdr4Tco/wgJD/Bx/9FE5g+AGwDZJJBJ7HEAE
+9ujIkSPff/+9de7r2LFjxc1TOKHVatesWdOoUSOuCwGgQ4cOnTx50lJri4+Pj4+Pt9Tayg7LskeO
+HKlYsSLXhUB58ejRo2HDhlnnvqx2R4UyhTgxMTF13hhWr169ghe2x+yGykF8o7/6+6KbPp2mmIIa
+nne7Kb+vuta019I7DxMfGsmPRwyPISLKzNRzWyiUEoIbsC9KpbIoE+ababXanEOvTYNupFKp9V/z
+xR3vY+5NhsGAR7AGFxcXLy+vsr6Xp0+fmu7L2dm5rO8rp9TU1OL+gG/uQQyCA1vg4uJikY8DlmWJ
+iJNPFtNdFx3DMKZzigcHB1ttbCBAOWT+vJuw6GDBS9ppdkOOFt/o9XoiIoNeT+SUfWHG8Z8WHBz9
+Sy+vrLd35/qNfPnM02Yt6/OJiPHwcGeI9Jrrt/Tkz17/Y/WtPh/19sZOht3B5MRgX0r55m6Ob6x/
+QETR45vg4OAxY8YgVAUrmzdv3rx588r6Xkw7jTNnzrRyD4aFhRW9B/HDBtig1atXr169uvTrMfVg
+aGio9T8Hi54ZmYMbX1/fMi0JIJcaNWrcvHmzTO/ixx9/XLJkCRGV0R2NHDny33//LeLCxfq8s9/s
+hhwsvkm5E/fAQMTc0d4xUCN+9sWGm7+O7Of008ovhzepwOjvHVSuPu3Z41tFkBdDRLwabdvW4h+9
+eXHxsL7XmqXG1/xi1whkNwAApREcHBwaGiqRSLguBKCcQnADwC0EN8AtgUBQp06dMr0L80DXMroj
+FxeXoixW3M87u85uyHHOPGW4uk0xYdD0Hc9Yosyz3w0dOuXryOuG7GuNj08sGdWsslfthm806Rl2
+L/CPE7smNxGZrhN2nL36ywENxcyT20/9QlYv6O2F9AYAoISCg4M1Go1KpUJ2A8AJnHURgFsMw0il
+Uo1GExUVhewGoOyU4PPO3rMbcpz4ht9wsGL5QW26kWVZ1qC7sP3HuYH1+UTk1E/12MiyLGs0putu
+X718NfZ/G+a9UzdHlsdUfHP2ritPXjy6um/RkPpWPYIdypukS5tmD2lfp6Krk4u4ln+/KStPPyne
+0dMAtssughvjo9OrZwzu1KRhkxb+zRu/0bLXuO/23sKJQMAx2FFwY3x+ecfXI1s1+PCvjLyvf3Tq
+t08D2/pVdHN29fJp/ta4BX/dsuoJvgBKwh6Cm+I1V2GtCsCNkn3eOUB2Q44T3wDYvKR/v+7TeeSC
+PddTBEJKfxb/396fxvfoPe94EteFAZSSXQQ3RKSP2zimg/SL2PbfH7oY+1/M+UtnNsmYdUPavvX1
+vy8QpII9s6Pghn1xZef899rWbT74iw3/PTHk1XnG+K3jOnX7SLnzjPZJSnqqLuHCwdWf92/3luKo
+Do0KNsoeghsqVnMVoVUBOPD/9u48vokyf+D4k6YtWAoMwgICC5MFBQW0gPBTEU10F6sIlnVVBJFE
+UBHEJiKiu2oabw5Noq4grCaKCIIKgnjgkbCrwspVFFxAMcNRDgGNFEqBHL8/qrFAaSmkmWTyef+F
+w6T5lpdDwqdP5jnl1zsV283CBQtrM2kNyDdAQpT6Hho1/9zJS0v2/bRz10+71rw6vEuOLlq6cvL9
+074P1/xwICmlSrgRQohIyetjRs3aN8A9Y1yflllCCCEanHPzc8+Zc5c+NmLCqiMqjweckhQKN0II
+IfavWPTvyEW33tqnxYnegEZKXhs1cm7YeN/095eu3bh++aLn7+h5ZkY0sveLx4fcu4glq0g2KRJu
+hKjdxVXzpQok2Om83qnYbiqeOo64JIEEiCgz39A98dG04b1aZAkh9FLXW6fM/nuPbF300KovVvDR
+DaSeVAo3Qgghors/mP1xUN/pop5H3eAsp2fvblmHN7z//gYyKlJLqoWbCrk9B90x8Iq+d1quaFj1
+nQbD673/2mFeuPz9iSOuvqjz2R0vvObulz774OFeDXQivO3N59/aQb9BskihcCOEqOXFVeOlCiTO
+ab7eqd5u+g/oX4txa0K+ARIgQ7596uT8ppVfAbM6XvWX9nqhk5o3y1JtLqD2Ui7cVIjs3bU7HA0H
+1n93qPLhaDgUigqhz9TUPozQttQMN0fRN27SqMp3oJHtSwKXPPOo6czKr5e5vcY5BrfKENHydWvW
+s1AO6ku1cCOEOMWL64SXKpAQp/96p3q7qfGpa4s3rEBC6PX6qg5nnTNk6KXZiR4GOA1xfx1KDH2b
+czrk6FaVvPHES4WXWTv9dtUdWPrvVaEzuv+t4mb3QNIrLCy02+1qT3HaTlRMdY2v/sf4djnHHm5w
+8WU9sv9VckSv17MSAOoLBAIpU21iTu3i4ocbUM/p/6RQe+1GsPoGUEtEWbJk+3n3THnoYrY7AxKg
+Uf7tg9vpo/uWPFhwx+xNFUtw9i97+uHZh/s4ptxzLvUGqUGSJLVHiAedqDrD6BrJhqZV/Fa9nBy9
+0GV36tqRf0tCfanXbsSpXlwnulSBunea7WbC0xOE5tqNIN8A6ji0Yfp9c9tPW/i0sTGvi0BCNLzy
+Se/Y7g1E+YbXhvYZMHHZjnXTbhn6zjnOzxaO63aG2sMBqEZ46yblsMjp89erm/OaCcQTFxc0KaAE
+hBbbjSDfAIkWPbhlydRRpj6jFyyf97B1kn9XRO2JgDShky5/atFb1u6NRGjH4gdMHXq/8KfpX75x
+x/m5ag8GoFqR7R9/tCbSduh9g9vwvhWIJy4uaNb4B8ZXf0IqthtBvgESKrJt8YR7xz0xdd7qPeFo
+ZP/Gef+4pu/9/l/YSANIjIyW+RNef7hPi0YNdOVlv6ydOnLMa+sPqj0UgGod+frl6Z83LHji4Ssb
+qj0KoC1cXNAog2yo/oQUbTeCfAMkVEabvg9MeXNx8dYtyz13X9Q0Qxc9+M3zY59fy5bFQCJES4tf
+uHHwZwMXb/rv9EHt64mDG2YONw50FR9QezAAJxLZ9vrD/9w9wOW+uRVvWoF44uJCmkrddiPIN4Aq
+Mv/Qw/z84nfHds7WRQ9/s2DRd/QboM4dXj/1pvxHykdNvef8Zp1ve33J3FHnNxDhXYvHFYxZsIc1
+cEAyimydeU9R4KaXpwxqzVtWIJ64uJCeUrrdCPINoJ6Gl4wbf00jnQjv2LaDG+AAdSy84YXbxy3W
+DRwzuG2GEELoW/d/7sM3hp+TLUJbZjzw7Iojag8I4FiH1rktjx8aP/eZq6raMQfAKePiQlpK9XYj
+yDeAinRNL7+yW5bIaJDbgJdOoG6FVnqmLTuQmXdJz5zYsYyzBjw368Hu9UXou0WLvg2pOB2A40R/
+fN827K1e02fedW49tWcBNIWLC2lJA+1GkG8ANelyGuTodA279eyUqfYogMYd2bxpS1iXkdsw96hY
+eka30aOvqK+L7N29lzVwQBIpXf7koEfKH5zz2GUSP+AA4omLC+lIxXaza+eu2kxaA/INoJ6ylcu+
+jrQbNPyqRmpPAmhdZhu5dUY0XLJ1+9GZRtf4rLNydZlyB5mICiSLg2v/Ofj2r26cMeX61vqjfqN8
+7fz3NrBSDjhlXFxIRyq2m+Li4hkzZtRm2BqQb4AEiP60+q3pnve+3lvpFsXRfUuffmhOvVvdRVfm
+qjcZkCayLrzV0v2MI6vmzPnfUXe5OfK/ZSt+kfoOv0Hm9RBImHA4JEQ0HA5XcdPw8v9NG3zDa52e
+dv3tD6V7fvPjduXbz2fbr7/l7fIW+uMfA+Ak1P7iqu5SBVKDuu3GZDL17du3NvPWgJ82AnUvtMZ1
+682PrQ3rpfOuu2vMkCs6N49u/c+rE15c2/PFD14Y0Jylq0Ddy+o61utc1nfMk7fce+47kwoM9YUQ
+hza/98CIKSHzv6YOa0O9AfgGpsYAABKESURBVBKmbHvJzxERPbhj+89R0bLyi2DZ2ik359+zsCQU
+vfpPk497XEazwW/N4vMewKk4lYvrxJcqkBpUbzdOp7PrBef/d/M3tZm6OuQboO5ldrntUevyR2Yt
+/W79/ImFH7/c5pxul+bf+MKyly9tzS3jgESpd96db3913vQJzzzVr/vjzVo1rR85lNHGOO7TL27o
+0pg3pUAiRLYvdj47b9mSd+aXRoU4/Onf8/+66sqLC6z3Xf3HDCGiPy8YddWYhdtP9IP+jGb9Bv2F
+TxsDtVfbi6v6SxVIDcnQbsxm88qN8bz3DfkGSIBMeeCkDwZOUnsMIN1lteozyt1nlNpjAOkqo1Xf
+sZP7CjGlyt/VNRngLQl5EzsSkA5qe3FVf6kCKeD7778fOeRa1dtNLSY+OQRUAAAAAACgBWVlZTar
+TXvtRiTD6hu/36/TsWwdAAAAAACclvUb1o8ePdpsHlb9aSnXbkQy5BsAAAAAAIDT17Zt2/yrTdWf
+k4rtRqibb4YNG2Y0GlUcAAAAAAAAaEazps2qPyFF241QN9/U9fcGAAAAAABQIXXbjeDWxQAAAAAA
+QPNSut0I8g0AAAAAANC2VG83gnwDAAAAAAA0TAPtRpBvAAAAAACAVqnYbr5e83VtJq0B+QYAAAAA
+AGiQiu3G6/UuXry4NsPWgHwDAAAAAAC0Rt12Y7PZhg4dWpt5a6DmxuEAAAAAAABxp3q78fl84ZwW
+QvxYm6mrw+obAAAAAACgHcnQbmp86toi3wAAAAAAAI348IMPtdduBB+eAgAAAAAA2rBn754Fb/9T
+e+1GsPoGAAAAAABow5YtW5wup/bajSDfAAAAAAAAbejUsVOHDh2qPycV240g3wAAAAAAAG3Iycmp
+/oQUbTeCe98g3Xi9Xr/fr/YUWvbNN98IIX744QeTyaT2LEhGXIN1jWsQNeL/jTq1ceNGIcSBAwf4
+c0aVFEVxOBxqT6FlK1asEEIcOnSIP+c6lbpv51K33QjyDdKNoiiKoqg9hfYdOHAgdf9OR53iGkwM
+rkFUg/83EiAUCvHnjCopilJUVKT2FNpXXl7On3M6e/bNlQ3PyD7+eGnpPtG2f8OGjUZO/qSah4dC
+oeAvwevGzli2p/6yas8sLy/ff6D+9eNnTf1kj/ikijNLDx6ucpJTQ75BujAajWqPkBZ27txZVlaW
+nZ3dpk0btWfRvnbt2qk9Qi1wDSZGjddgeXn5ihUrQqHQ6TxLly5dmjVrdjpfQRtS6xps164dl2EC
+7NmzZ9++fRkZGbIsqz2L9qXWNQggMe69qUfpwcNqT/G7Vk1z4/WldNFoNF5fCwAAJD+Hw3E6P5M0
+m801LjkGAABAfJFvAABIL8Fg0GAwBIPBU3isLMurV6+WJCnuUwEAAKAa7DwFAEB6kSTJarWe2mPn
+zZtHuwEAAEg88g0AAGmnsLDwFG7MUVRUlIBdFQAAAHA8PjwFAEA68nq9FXtnnqS8vLzVq1fX3TwA
+AACoBvkGAIA0ZTAYTnIfd0mSVq9ezU46AAAAauHDUwAApCm73X6SZzqdTtoNAACAisg3AACkKVmW
+c3NzazytoKDAbDbX/TgAAAA4IfINAABpR1EUi8ViMpn2799f/ZmyLHs8nsRMBQAAgBMh3wAAkEYq
+wo3BYPB6vRVH6tevX835Ho+HncIBAABUR74BACAtBINBh8NROdxIklRUVDR37twTPaSoqMhoNCZm
+PAAAAFSDnacAANC4YDDodrtdLlcwGKw4IkmS1WotLCysWFljMpn8fv8xj2KncAAAgORBvgEAQMtc
+LpfD4YiFGyGE2Wy22+2Vd5JSFMVgMFR+FDuFAwAAJBU+PAUAgDZ5vV6DwWCz2WLtxmw2BwIBj8dz
+TJeRZfmYvaXYKRwAACCpsPoGAACtmT9/vs1mUxQldsRoNDqdzry8vBM9pPICnIKCgnnz5tX1kAAA
+ADh5rL4BAEA7/H6/yWQaOHBgrN0YjUafz+fz+appN0IIWZatVqtgp3AAAICkxOobAAC0oLi42Gaz
+Vb4DcUWIOfmto4LBoMFgmDdvHrtNAQAAJBvyDQAAqU1RFIfDEdsOXAghy7Ldbj/mdjYn+aW45Q0A
+AEASIt8AAJCqjg83kiQ5nc5TCDcAAABIZplqDwAAAGotGAy63W6XyxXbVUqSJKvVWlhYKEmSurMB
+AAAg7sg3AACkkuPDjRCiqKiIcAMAAKBh5BsAAFKG1+u12WyVw43ZbLbb7dywBgAAQNvYOBwAgBTg
+9XoNBoPFYom1G7PZHAgEPB4P7QYAAEDzWH0DAEBS8/v9FotFUZTYEaPRaLfb2d4bAAAgfbD6BgCA
+JOX3+00mk8lkirUbo9Ho8/l8Ph/tBgAAIK2w+gYAgKSjKIrFYvH7/bEjsiw7nc6CggL1hgIAAIBq
+WH0DAEASqQg3BoMh1m5kWfZ4PIFAgHYDAACQtlh9AwBAUggGgzabzev1xo5IkmS3261Wq3pDAQAA
+ICmQbwAAUFkwGHS73S6XK7arlCRJVqu1sLBQkiR1ZwMAAEAyIN8AAKCa48ONEMJqtdrtdsINAAAA
+Ysg3AACow+v1OhyOyjuCm81mu90uy7JqMwEAACApkW8AAEi048NNQUGB0+kk3AAAAKBK5BsAABLH
+7/fbbLbi4uLYEaPRaLfbjUajekMBAAAg2bFxOAAAieD3+00mk8lkirUbo9Ho8/l8Ph/tBgAAANVj
+9Q0AAHVLURSbzTZ//vzYEVmW7Xa72WxWbygAAACkElbfAABQVxRFsVgsBoMh1m5kWfZ4PIFAgHYD
+AACAk8fqGwAA4i8YDDocDpfLFTsiSVLFjuAqTgUAAIAURb4BACCegsGg2+12uVzBYLDiSEW4KSws
+lCRJ3dkAAACQosg3AADETcWKm1i4EUKYzWan00m4AQAAwOkg3wAAEAder9fhcCiKEjtiNpvtdrss
+y6rNBAAAAK0g3wAAcFqODzdGo9Hj8RBuAAAAEC/sPAUAwCny+/0mk8liscTajdFo9Pl8Pp+PdgMA
+AIA4YvUNAAC15vf7HQ6H3++PHcnLy3M6nUajUbWZAAAAoF2svgEAoBYURbFYLCaTKdZuZFn2eDyr
+V6+m3QAAAKCOsPoGQLorLi622WxqT4GT4nQ68/Ly1Hp2RVEcDofX640dkWXZbrebzWa1RgIAAECa
+IN8ASHfBYLDyR2CQzCpvyJ3g53W73UVFRbEjkiRZrdbCwkJ2BAcAAEACkG8A4Fd5eXn8Uzw5BYPB
+4uJitZ7a7Xa7XK5YOSLcAAAAIPHINwDwK+47m7QqNnhK/PO6XC6Hw1F5yY/ZbLbb7ewqBQAAgAQj
+3wAAcCyv1+twOGLbgQvCDQAAAFRFvgEA4Hd+v99isVQON0ajUd1bJgMAAABsHA4AgBC/fUTLZDLF
+2o3RaPT5fD6fj3YDAAAAdbH6BgCQ7io2j6+8AZksyx6Ph3shAQAAIEmw+gYAkL4URbFYLN26dYu1
+m4pwEwgEaDcAAABIHqy+AQCkI0VRHA6H1+uNHZEkyW63W61W9YYCAAAAqka+AQCkl2Aw6Ha7XS5X
+bEdwSZKsVmthYaEkSerOBgAAAFSJfAMASBfHhxshRFFREeEGAAAASY58AwBIC16v12azVQ43ZrPZ
+brfLsqzeUAAAAMBJ4dbFAACN83q9BoPBYrHE2o3ZbA4EAh6Ph3YDAACAlMDqGwCAZvn9fpvNVlxc
+HDtiNBrtdju7SgEAACC1sPoGAKBBfr/fZDKZTKZYuzEajT6fz+fz0W4AAACQclh9AwDQFEVRLBaL
+3++PHZFl2el0FhQUqDcUAAAAcFpYfQMA0IiKcGMwGGLtRpZlj8cTCARoNwAAAEhprL4BAKS8YDBo
+s9m8Xm/siCRJVqvVbrerNxQAAAAQN+QbAEAKCwaDbrfb5XLFdpWqCDeFhYWSJKk7GwAAABAv5BsA
+QEo6PtwIISpW3BBuAAAAoDHkGwBA6vF6vQ6HQ1GU2BGz2Wy322VZVm0mAAAAoM6QbwAAqeT4cFNQ
+UOB0Ogk3AAAA0DDyDQAgZdhstuLi4th/Go1Gu91uNBrVmwgAAABIBPINACDZxZJN7BeEGwAAAKSV
+DLUHAACtKS/5ckbRLRe36/HQypDYv3bm2H5dz2qU06hN3oD7Z3+7/5iTo6XrF0y+M7/7ue1bN23S
+3NC938hnPlTKj/ua+9fNHNu/5/kX5HVu1yQ7Q6fTZeTe/M6hxHw/SeCjjz6K/VqWZY/H4/P5aDcA
+AABIH+QbAIif8IY542+6rIdpmGPmsu3l0bJVk/pfMWrWd4czdUf2l6xZOGnI5QPd3/xeXULKnOG9
+/u/uJR0eXFi8qWTXpo8fvXDb6+P65V02/tM90d+/amSzd0hfx0/D3lqxpnjd5l2BxQ/1aaJT4btT
+z+jRoyt+MX78+EAgYDabVR0HAAAASDTyDQDEj77jjRPe/PIze48sIaIHlk18cqPZt61k44Yt21a9
+dEO7LF1kz6f/GPXixrAQQojDX0++efhrpQNfeO2+y1vXEyLzzAuGTnn32fzGpcsn3zB4yvfhX79o
+aNVLEz/MvNpyXbtsIYTIbv1nx6uOy3PU+h7VkJubW/GL/Px8dScBAAAAVEG+AYA4y5T/1FYvRLQ0
+u9/kF4d1bqgTQtew64jpL90m60X0wLKXPKtCQkR3vfnIxK8OtioYdlWlpTR62fzIiLMzIz9/+qhj
+YbBiBc6RwPfKkR2+91ce+O2sDHnwiL4N02sBDgAAAJDOyDcAEG/6TL0QIqNl955yVuygrvGfR5u7
+ZAkRCnz+xdZIpORt70fBSOY5nTtmH/Xg7B4Dr5X1IvLje7M/KRVCCJHZpl3rjCNrJ117xaiXl+8O
+CSGE7sz+jnEXZwkAAAAAaYF8AwAJou946SXNM4QIb9+6I1z+1ecrDkWFLqdBzjGraLI69+haTyei
++9et2RQSQoisXqMeGtBaH9371ZTbL2p/3rXjPMt2hRq2P7slf4MDAAAAaYI3/wCQKPpWfzxLL4SI
+RiLR4K4fD0WFiJaVlUWPOa1+i5ZNdEJEy8sPVfyW3jBs9pcLi/q3byAipd8tmjy8d8cLh7/6bVnC
+vwEAAAAA6iDfAECi6LLqZeuEyGh+VnN9Tm4DnU6I0JYftoSOPS0zK1MnhL5l65b6345lt81/ZMG6
+9Z89f8fFLbJE5JevPcPzR77z47HlBwAAAIAmkW8AoI4c11YiP+3+KSIyWvS4UNbnnp93tl6IyOal
+y7ZFjjlt/779UZFp6N27TYYQQoS//8/nJREhRL02xrtf+vzbz10D5SwR3vam8w0lcuxzAAAAANAg
+8g0A1I1o+cHyowpOdPeqlUpYb7h+0CXZIrPLTYPy6umiR5bPenNDuPJpkZL1G0uj2effckv3TCGE
+EKENr09+e/NvoSbjzF73vP7yHbI+Gtm9czf5BgAAAEgH5BsAqBuRHatWlVTKK0fWeV759+Fm/R+5
+r3d9IYT+3NFPjeiQJQ6tcNvnbP/9vNCGOXNWRgzmJ0Z3jn106vCXz0/85OffW1D9szu10+tyu3Y7
+Wy8AAAAAaB/5BgDqyOEvHrM8+tn2w0IIUa68e9+wp9d3ts6cNrTiI1FC1/jPk+c5r2ml3/XWnf3u
+8ny1vSxUvnO5586bntp2xcS5z+Q3qbQjVXjTtMH9bLPW7YsKIUI7PnG+srzxlY8WDWyiq+qJAQAA
+AGhMptoDAIBG6TuOfHrIz5OuzRtzJCN0MNzswr9NX3r/jec1rFRc6nce/e6qvOlPTXplwfgrX7u7
+XnND5z7XP/DZ6ht7/OHYv50je5e6h3Sdclcb+awzMs/sftMbS8cNaJ+d0G8IAAAAgFrINwBQR3SN
+LjA/cduI6k/St+g90tV7pKuaU+r18+yNeOI6GgAAAICUwoenAAAAAAAAkhr5BgAAAAAAIKmRbwAg
+3sLhiBBChEIhtScBAAAAoAnkGwCIs8jO7TsjQoR/3Ly1TO1ZAAAAAGgB+QYA4ia676tX/j7yuv6O
+pYeFiP7y9pirbhk76YPNEbXnAgAAAJDa2HkKAOJG16jXbU/2uu3JqWoPAgAAAEBTWH0DAAAAAACQ
+1Mg3AAAAAAAASY18AwAAAAAAkNTINwAAAAAAAEmNfAMAAAAAAJDUyDcAAAAAAABJjXwDAAAAAACQ
+1Mg3AAAAAAAASY18AwAAAAAAkNTINwAAAAAAAEktU+0BACBZvPrqq0uWLFF7ClRBURS1RwAAAADU
+RL4BgF95vV61RwAAAACAKvDhKQAAAAAAgKSmi0ajas8AAAAAAACAE2L1DQAAAAAAQFIj3wAAAAAA
+ACQ18g0AAAAAAEBSI98AAAAAAAAkNfINAAAAAABAUvt/Tf2GjvN3/uwAAAAASUVORK5CYII=
+"
+       id="image832"
+       x="-116.39127"
+       y="46.19672" />
+    <rect
+       style="fill:#feffff;stroke-width:0.264999"
+       id="rect858"
+       width="151.70636"
+       height="32.62751"
+       x="-116.39127"
+       y="46.19672" />
+    <rect
+       style="fill:#feffff;stroke-width:0.264999"
+       id="rect860"
+       width="161.19704"
+       height="19.558792"
+       x="-114.05838"
+       y="174.04771" />
+    <rect
+       style="fill:#feffff;stroke-width:0.264999"
+       id="rect862"
+       width="82.033897"
+       height="11.932209"
+       x="-113.91889"
+       y="120.88098" />
+    <text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-size:10.5833px;line-height:1.25;font-family:monospace;-inkscape-font-specification:monospace;letter-spacing:0px;word-spacing:0px;stroke-width:0.264583"
+       x="-96.908218"
+       y="125.1735"
+       id="text3066"><tspan
+         sodipodi:role="line"
+         id="tspan3064"
+         style="stroke-width:0.264583"
+         x="-96.908218"
+         y="125.1735">pour val = 29</tspan></text>
+    <text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-size:10.5833px;line-height:1.25;font-family:monospace;-inkscape-font-specification:monospace;letter-spacing:0px;word-spacing:0px;stroke-width:0.264583"
+       x="-96.908218"
+       y="182.89594"
+       id="text5886"><tspan
+         sodipodi:role="line"
+         id="tspan5884"
+         style="stroke-width:0.264583"
+         x="-96.908218"
+         y="182.89594">pour val = 10 ou val = 12</tspan></text>
+    <text
+       xml:space="preserve"
+       style="font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;font-size:10.5833px;line-height:1.25;font-family:monospace;-inkscape-font-specification:monospace;letter-spacing:0px;word-spacing:0px;stroke-width:0.264583"
+       x="-96.908218"
+       y="71.00132"
+       id="text8888"><tspan
+         sodipodi:role="line"
+         id="tspan8886"
+         style="stroke-width:0.264583"
+         x="-96.908218"
+         y="71.00132">pour val = 1</tspan></text>
+  </g>
+</svg>