{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9f06236a-50a8-432c-8972-6c98979fa27c",
   "metadata": {},
   "source": [
    "# Perfekte Matchings"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6499f9e2-26d5-4bef-851f-eec9580ee5ad",
   "metadata": {},
   "source": [
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "85831373-331e-4db3-b9c5-6299fbb36e61",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-danger\">\n",
    "<b>Ziel des Notebooks:</b>\n",
    "    \n",
    "- Grundlegendes Konzept von Matchings verstehen \n",
    "    - maximale Matchings\n",
    "    - kardinalitätsmaximale Matchings\n",
    "    - perfekte Matchings\n",
    "- Vorkommen von perfekten Macthings in verschiedenen Typen von Graphen: allgemeine Graphen, Bäume, bipartite Graphen\n",
    "- Algorithmen zur Berechnung eines maximalen Matchings anwenden\n",
    "    - Rabin-Vazirani-Algorithmus\n",
    "\n",
    "<br>\n",
    "    \n",
    "<b>Mathematische Tools:<b>\n",
    "- Graphentheorie\n",
    "    - Zusammenhang in Graphen\n",
    "    - Bäume, bipartite Graphen\n",
    "    \n",
    "- Satz von Tutte, Tutte-Matrix und pfaff'sche Determinante\n",
    "- Satz von König, Satz von Hall\n",
    "\n",
    "    \n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c7bb711b-b255-45f8-91a8-b75c6dadd7cb",
   "metadata": {},
   "source": [
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a891a715-b506-44f4-a6a9-c5d224246814",
   "metadata": {},
   "source": [
    "## Perfekte Matchings in allgemeinen Graphen"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "26c0f2f6-d888-47e7-a200-1b8e2d5a1998",
   "metadata": {},
   "source": [
    "Eine Fluggesellschaft muss den neuen Dienstplan für den nächsten Monat erstellen. <br>\n",
    "Die Piloten fliegen immer zu zweit mit genau einem festen Partner, der innerhalb der Laufzeit des Dienstplans nicht gewechselt werden soll. Damit die Teamarbeit für beide Piloten möglichst keine zu große Umstellung ist, sollen nur Piloten zusammen arbeiten, die bereits einmal zusammen geflogen sind und sich schon kennen. <br>\n",
    "Die Informationen über die vorigen Pilotenteams hat die Fluggesellschaft in Form eines ungerichteten Graphs $G_1=(V_1,E_1)$ vorliegen. Dabei stellt jeder Knoten $v\\in V_1$ einen Piloten dar und zwei Piloten sind genau dann durch eine Kante $e\\in E_1$ verbunden, wenn sie bereits schon einmal zusammengearbeitet haben.\n"
   ]
  },
  {
   "attachments": {
    "c01f8f60-c932-4560-918c-412c91054803.png": {
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"
    }
   },
   "cell_type": "markdown",
   "id": "4134fcc6-b67c-4105-b8d1-e31f700352b9",
   "metadata": {},
   "source": [
    "<div>\n",
    "<img src=\"attachment:c01f8f60-c932-4560-918c-412c91054803.png\" width=\"400\"/>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5bea67b0-95e8-4344-9535-edbd27296593",
   "metadata": {},
   "source": [
    "Damit jeder Pilot arbeiten kann, benötigt er also einen Flugpartner für den kommenden Monat. Die Fluggesellschaft muss nun eine Zuweisung der Teams finden, sodass jeder Pilot genau einen Flugpartner hat."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66d6b9d5-7e24-4181-8a6f-5abc5754448b",
   "metadata": {},
   "source": [
    "Eine Aufteilung der Teams könnte man im Graphen einzeichnen, indem man die Kanten zwischen den zwei Mitgliedern eines gleichen Teams rot einfärbt. <br>\n",
    "Eine Möglichkeit sieht dann z.B. so aus."
   ]
  },
  {
   "attachments": {
    "130b2ef7-dfa4-41d2-9aca-b68e338924a5.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "53cdc40f-eb25-40d0-a2ed-4f73a96971cd",
   "metadata": {},
   "source": [
    "<div>\n",
    "<img src=\"attachment:130b2ef7-dfa4-41d2-9aca-b68e338924a5.png\" width=\"400\"/>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "70495a62-9c71-4603-8594-a26d7c0a3136",
   "metadata": {},
   "source": [
    "Im darauffolgenden Monat gehen einige Piloten in Rente, dafür gibt es neue Mitarbeiter im Team, die nur wenige andere Piloten aus ihrer Probezeit kennen. Dementsprechend verändert sich der Graph natürlich, sodass der aktualisierte Graph $G_2=(V_2, E_2)$ dann folgendermaßen aussieht. "
   ]
  },
  {
   "attachments": {
    "ce8ab839-b619-4471-95ee-d95c40e58979.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "a6a72dc7-b33f-4ba7-8f2b-9dd010b9299a",
   "metadata": {},
   "source": [
    "<div>\n",
    "<img src=\"attachment:ce8ab839-b619-4471-95ee-d95c40e58979.png\" width=\"400\"/>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a57d5d6-a0fa-4af5-aa06-b4322d25eba2",
   "metadata": {},
   "source": [
    "Wieder muss ein neuer Dienstplan geschrieben werden, der die obigen Regeln erfüllt. <br>\n",
    "Das neue Team ist aber leider so ungünstig strukturiert, dass es keine optimale Aufteilung auf 2er-Teams gibt, ohne dass ein Pilot einzeln übrig bleibt. In diesem Fall müssen mindestens zwei Piloten ein Team bilden, die sich noch nicht kennen."
   ]
  },
  {
   "attachments": {
    "8ec8a0ba-8d7e-448c-bd95-2e5d9ea7b0d3.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "244ff76d-024f-4070-98d4-940fb9e3976c",
   "metadata": {},
   "source": [
    "<div>\n",
    "<img src=\"attachment:8ec8a0ba-8d7e-448c-bd95-2e5d9ea7b0d3.png\" width=\"400\"/>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "542c5182-71ab-4144-a18c-feb326bfb033",
   "metadata": {},
   "source": [
    "Wir können maximal 6 Teams finden, die sich bereits kennen und zeichnen diese wieder rot ein. Ein Team muss neu gebildet werden, also fügen wir eine blaue Kante hinzu, die beide Teampartner verbindet."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b72c4435-c9b3-479b-925e-7cb76193d546",
   "metadata": {},
   "source": [
    "Das Bilden von Pilotenteams bzw. Auswählen von bestimmten Kanten in einem Graphen besitzt natürlich auch eine formelle Definition in der Graphentheorie."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "75b6d669-22a0-4ec8-9e77-535476a31f95",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "Sei $G=(V,E)$ ein ungerichteter Graph mit Knotenmenge $V$ und Kantenmenge $E$. Ein <b>Matching</b> von $G$ ist eine Teilmenge $M \\subseteq E$, sodass jeder Knoten zu maximal einer Kante in $M$ inzident ist. Eine Teilmenge von Kanten mit dieser Eigenschaft nennen wir auch <b>paarweise Kantendisjunkt</b>. <br>\n",
    "Ein Knoten $v\\in V$ ist von $M$ <b>überdeckt</b>, wenn eine Kante $e\\in M$ existiert mit $v\\in e$ (d.h.: $e$ verbindet $v$ mit einem anderen Knoten). Andernfalls nennt man $v$ <b>exponiert</b>.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8662b500-2483-4a86-a32e-19599bf1acef",
   "metadata": {},
   "source": [
    "Ein Matching im Graphen $G_2$ entspricht also einer gültigen Zuweisung von bestimmten Piloten zu ihrem jeweiligen Teampartner. <br>\n",
    "Da wir aber gefordert haben, dass alle Piloten Mitglied in einem Team sind, suchen wir ein ganz bestimmtes Matching.\n",
    "Bei einer optimalen Aufteilung von Piloten in 2er-Teams, die wir gerade suchen, handelt es sich um ein <b>perfektes Matching."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2644165f-1748-429a-91fb-833354a976fd",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "Sei $G=(V,E)$ ein ungerichteter Graph mit Matching $M\\subseteq E$. $M$ heißt \n",
    "    \n",
    "- <b>perfektes Matching</b> genau dann, wenn jeder Knoten $v\\in V$ von einer Kante $e\\in E$ überdeckt wird.\n",
    "    \n",
    "- <b>inklusionsmaximales Matching</b> genau dann, wenn keine Kante $e\\in E \\setminus M$ existiert, sodass $M \\cup \\{e\\}$ ein Matching ist.  <br>\n",
    "\n",
    "- <b>maximales Matching</b> genau dann, wenn für alle anderen Matchings $M' \\subseteq E$ von $G$ gilt, dass $|M'|\\leq |M|$.\n",
    " \n",
    "Die <b>Matching-Zahl</b> $\\nu(G)$ ist definiert als $\\nu(G):= \\max\\{ |M| \\mid M\\subseteq E \\text{ ist ein Matching von G} \\}$.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c3a0b401-b152-469c-8be2-b7d978c15fbe",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-success\">\n",
    "    \n",
    "### Aufgabe\n",
    "***\n",
    "Finden Sie ein maximales und ein kardinalitätsmaximales Matching im obigen Graphen $G_2=(V_2,E_2)$.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b1e72f05-6663-4653-845d-5d6ff387f4ba",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-success\">\n",
    "    \n",
    "### Aufgabe\n",
    "***\n",
    "Sei $G=(V,E)$ ein ungerichteter Graph. Beweisen oder widerlegen Sie die folgenden Aussagen.\n",
    "    \n",
    "1. Für $|V|\\in 2\\mathbb{N}$ gilt: Matchings sind genau dann maximal, wenn sie perfekt sind.\n",
    "2. Jedes maximale Matching ist inklusionsmaximal.\n",
    "3. Für jedes maximale Matching $M$ gilt $|M|= \\frac{1}{2} |V|$.\n",
    "4. Wenn ein Matching perfekt ist, dann ist es maximal und inklusionsmaximal.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "034229cc-69fc-4126-adf7-bd92a8d0cd28",
   "metadata": {},
   "source": [
    "Nicht alle Graphen haben eine so überschaubare Größe, dass man durch einen Brute-Force-Ansatz, d.h. Ausprobieren aller möglichen Lösungen, finden kann.\n",
    "Unser Ziel ist es, ein Kriterium für die Existenz von perfekten Matchings in ungerichteten Graphen zu finden, das sich schneller nachrechnen lässt. <br>\n",
    "Ein sehr bekanntes Kriterium werden wir in diesem Notebook erarbeiten. Dafür muss vorher noch ein anderes Konzept aus der Graphentheorie eingeführt werden."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "72f3debb-9587-4738-bd15-3db2af6b674f",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "    \n",
    "Sei $G=(V,E)$ ein ungerichteter Graph. Eine Teilmenge $V'\\subseteq V$ heißt <b>zusammenhängend</b> genau dann, wenn für alle $v,w\\in V'$ ein Weg $p=\\{\\{v_1,v_2\\}, \\{v_2,v_3\\}, \\dots, \\{v_{k-1}, v_k\\}\\}$ mit $k\\in\\mathbb{N}$ existiert, sodass $v_1,\\dots,v_k\\in V'$. <br>\n",
    "Eine Teilmenge $V'$ heißt <b>Zusammenhangskomponente</b>, wenn $V'$ zusammenhängend ist und für alle Knoten $y\\in V\\setminus V'$ gilt, dass $V'\\cup \\{y\\}$ keine zusammenhängende Menge ist. <br>\n",
    "Für eine Teilmenge $X\\subseteq V$ bezeichnet $q_G(X)$ die Anzahl der Zusammenhangskomponenten im Teilgraphen $G':=(V\\setminus X, E\\setminus \\{{v,w \\in E \\mid v\\in X \\lor w\\in X}\\})$ mit ungerader Kardinalität.\n",
    "</div>"
   ]
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "id": "09e747e5-5ec0-4331-9006-4fcc5348b37e",
   "metadata": {},
   "source": [
    "Um diese Definition zu verinnerlichen, betrachten wir ein Beispiel. Der Graph $G_3 = (V_3, E_3)$ sei gegeben durch\n",
    "\n",
    "<div>\n",
    "<img src=\"attachment:ae774602-cc6b-4c03-8481-65c11bf62d51.png\" width=\"250\"/>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ddfc379-7fe4-4cf0-9bc2-a39a09fb3968",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-success\">\n",
    "    \n",
    "### Aufgabe\n",
    "***\n",
    "Bestimme im Graphen $G_3$ für alle $i\\in\\{0,1,2,3\\}$ eine Menge $X_i \\subseteq V_2$, sodass $q_G(X_i)=i$. Veranschaulichen Sie Ihre Ergebnisse graphisch.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cd3587cf-7378-4dee-aa18-6e6f90d9b034",
   "metadata": {},
   "source": [
    "Die Zahl der ungeraden Zusammenhangskomponenten $q_G(X)$ bzgl. einer Menge $X\\subseteq V$ erfüllt eine besonders nützliche Eigenschaft im Hinblick auf Matchings. Mit dieser Zahl lässt sich nämlich ein Kriterium für perfekte Matchings formulieren. Dieses Kriterium wurde vom Kryptologen und Mathematiker William Thomas Tutte im Jahr 1947 entwickelt."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "636bf47c-7c5f-4976-8268-ee5fae96003f",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "<b>Satz von Tutte</b>    <br>\n",
    "Ein Graph $G=(V,E)$ besitzt genau dann ein perfektes Matching, wenn er die <b>Tutte-Bedingung</b> erfüllt. Diese lautet\n",
    "    <center>$\\forall X \\subseteq V : \\ q_G(X) \\leq |X|$ .</center>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4c818779-1845-4e1d-95a9-cf08e898172c",
   "metadata": {},
   "source": [
    "Tutte bewies natürlich selbst seine Behauptung, als er sie veröffentlichte. Sein Beweis war jedoch vergleichsweise kompliziert, sodass viele Mathematiker in den darauf folgenden Jahren einfachere Beweise fanden. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2dc7c1f4-e69c-46e2-8c61-28864596c6b3",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-success\">\n",
    "    \n",
    "### Recherche-Aufgabe\n",
    "***\n",
    "Finden Sie einen Beweis für den Satz von Tutte. Machen Sie sich einzelne Schritte ggf. graphisch durch Beispiele klar.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4e55b46e-7a7e-4a36-9ba4-c83edadcbb66",
   "metadata": {},
   "source": [
    "Wir haben nun ein erstes Kriterium gefunden, um über die Existenz von perfekten Matchings zu entscheiden. Für einen Graphen mit einer größeren Knotenanzahl die Tutte-Bedingung nachzurechnen, ist jedoch mit sehr viel Arbeitsaufwand verbunden, da man für jede Teilmenge $X\\subseteq V$ die Zahl der ungeraden Zusammenkomponenten $q_G(X)$ berechnen müsste. Zum Glück gibt es eine Methode, wie man diese Eigenschaft effizienter prüfen kann. Dafür benötigen wir die <b>Tutte-Matrix</b>."
   ]
  },
  {
   "attachments": {
    "a5480124-cc0b-44e9-b899-92d84173e233.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "fbfec543-24b0-4a4e-ac40-66db76419868",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "Sei $G=(V,E)$ ein ungerichteter Graph mit Knotenmenge $V=\\{v_1, v_2, \\dots, v_n\\}$, $n\\in\\mathbb{N}$. Die <b>Tutte-Matrix</b> ist definiert als die quadratische $n\\times n$ Matrix $T=(t_{i,j})_{i,j\\in\\{1,\\dots,n\\}}$ mit den Einträgen\n",
    "\n",
    "<div> <center>\n",
    "<img src=\"attachment:a5480124-cc0b-44e9-b899-92d84173e233.png\" width=\"250\"/> .</center>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a8133f01-5e9d-4347-8453-2ec9e83ebd36",
   "metadata": {},
   "source": [
    "Die Einträge der Matrix entsprechen Polynome in den Variablen $x_{i,j}$ mit $i,j\\in\\mathbb{N}, \\ i<j$."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "838fcd12-fbbc-4bba-ba05-5468fbf568e2",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-success\">\n",
    "    \n",
    "### Aufgabe\n",
    "***\n",
    "Beweisen Sie, dass...\n",
    "1. die Tutte-Matrix schiefsymmetrisch ist.\n",
    "2. die Determinante der Tutte-Matrix gegeben ist durch das Polynom $\\sum_{\\sigma \\in S_n} (-1)^{\\text{sgn}(\\sigma)} \\prod_{i=1}^{n} T_{i,\\sigma(i)}$, wobei $S_n$ die symmetrische Gruppe und $\\text{sgn}$ die Signumsabbildung ist.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dc477010-a91a-4514-bbe7-335d214d842d",
   "metadata": {},
   "source": [
    "Es lässt sich zeigen, dass die Determinante der Tutte-Matrix $\\text{det}(T)$ stets ein quadratisches Polynom ist. Ihr Wurzelpolynom, genannt die <b>pfaffsche Determinante</b> findet nicht nur in der Graphentheorie Verwendung, sondern ist vor allem auch für die Differentialtopologie von großer Bedeutung."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b9b85b8f-49c0-41d1-91b4-3ee1d82f5e6b",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "Sei $G=(V,E)$ ein ungerichteter Graph mit Knotenmenge $V=\\{v_1, v_2, \\dots, v_n\\}$, $n\\in\\mathbb{N}$ und Tutte-Matrix $T$. Die <b>pfaffsche Determinante</b> von $G$ ist definiert als das Polynom $\\text{pf}(T)$, sodass gilt\n",
    "    $$\\text{pf}(T)^2 = \\text{det}(T) \\ .$$\n",
    "</div>"
   ]
  },
  {
   "attachments": {
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"
    }
   },
   "cell_type": "markdown",
   "id": "ba92785a-bccf-4524-b9e4-676691de2ed8",
   "metadata": {
    "tags": []
   },
   "source": [
    "<div class=\"alert alert-block alert-warning\">\n",
    "    <h3> 💡 Fun Fact </h3>\n",
    "\n",
    "Die pfaffsche Determinante wurde übrigens nach dem deutschen Mathematiker Johann Friedrich Pfaff benannt. Dieser gehörte zu den erfolgreichsten deutschen Mathematikern des 19. Jahrhunderts und lebte sogar kurze Zeit mit Carl Friedrich Gauß, den ihr z.B. vom <b>Gaußschen Eliminationsverfahren</b> kennt, zusammen in einer WG.\n",
    "\n",
    "\n",
    "<div> <center>\n",
    "<img src=\"attachment:28019c79-3c03-43f3-8879-d3108b72f8b9.png\" width=\"200\"/> </center\n",
    "</div>\n",
    "    \n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0852fd1f-41df-4ee7-b291-faf94573feae",
   "metadata": {},
   "source": [
    "Die Ergebnisse von oben kann man nun in einem Algorithmus zusammentragen. Dieser bestimmt entweder, dass ein Graphen $G=(V,E)$ kein perfektes Matching besitzt, oder berechnet andernfalls ein perfektes Matching."
   ]
  },
  {
   "attachments": {
    "8360f8e4-9dac-4ce2-bddd-deff646f0463.png": {
     "image/png": 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4eNC9Il/ajk1gPp3C/DflBVVJD85kQbU8KXYfRmfpVwpJ+24Qfd/lZeAyhoH9683xHrheK4VQFlity59f1zZV8KCzqv5Ss390WKbJNC3C3115DJ0H+4xz6FIUieoC9RoWH9W69rWhTU+mXEV9nMxPE/q1y723Kg/pbHA45YHKjyF+feV3evYtXz0sVusWXKs2cByOdaGz1obox9wJh732jxgZeU3fMBkI+mQq9h/oQf/n8m/BUl0yGcj/4F/6QY6IiFpf8wOfe1OIXHLAko0v1Q0whiS0sp/iIv+c2lgdh1e9OKN+HZQFo9ls+R/DHHJ31asNA0c9Zb9Wy3LBb0lzrAHfZWtvl1UWTMzRZ55eyHjWWeHxqcJnHrEP6vekb9vngf1RErHPz6DvjUEMy7wYubGxoNv2Z6MgmUlnVw06162QRqTiXCkNEaTrbarFDa/Zp89SgyEPk4iny++0lrPqdxHa7scROdeP3tPDGP18AlO/mG+Xcb47Cb9ZoC3eHJXpFpcF1iiiFXcfG2VFW90PNb5NzVNA+lKttJb54maNxL4n887dRcROl+q7mMO5BIp68scxdWN9ucH+F68scsuQKl9+z1bD3GX5cki+t3RHLY9s2giyu+y1i+cdL7n114mqOyJK+/PND3W2lh0dtfo/26wX/Yj8PA7f7qTMZ3047Nwj02YX9hwfQ3qjdbSIiOiZ1PTAR1Wsnj3ihbtGx3327rJGDupUzF6TxYmhv4fgtNkwdroPo7LQl1QdC74ZxGDegcA3SYQOVv3Bb4mCPq1QenwvLwOEX/U5lR5riL/nRvuBMWivDyP6bRihswMIHKj9q/KzxQLP8cGKuw6qQRG95TH9/SqFDMb+1oGOd5JoeyOMqa9CGDobRK/56GRNj9IYe38YaZsf0QuluzIFZP+9euepDdvINj1h6m6x5aMoZv41s2KYHjFa14t/N72+H3H2BWQ+dCBzIYyY/jhfARl5TYuovsC+ClTe/TItNtT64xZRraFt4obLdmB9PYgpGcAuZFOYjo1j4IQDi5cH4T4yiswzvm9ERNS4Jgc+GSRjwOBIGAOygLlykPPNX6nVsuEfkhWPpDWmgMS3sxhM57B4IwSP3i29FY73oljQ5jB5yrHyMZ8XS+GWhtxav/C946z/eFmz3RzFruNG3SPajDzmVjwXVUT6s170fqkh+I8ohrrrPNBSzCNzp7FifP4341d1p8vR3MdjrC4Eap4vAbhWi9H2edCnPz4aR/RaAsnLQPBIrbAnj9jbXRj8yY7w1+Pw16sT9TBb1kx7HvHTqgl2Gwa+jSzXLynOInIxvYHzttpGtqkZrHCdqpXWMiDeX70N6jE3K/oO1gpF1A85fuihz9U4kutpqVKmYfL+MOYzg7CmJzD2eRTZfWFks5PwVTyKa4PjL8bxrPdYpnbP6BLZV/NRuCa5NVbWetr2t2i+Lrk1it5LKjS1wPqKC94TQYRjc8gmh+C8OYxIi/bHREREKzU18NEbNegIwleqy7NC2a/UUv6zGBLrftRAFoS+jmPqugaLzQFXqd7HPjvKqg9UsB8JIqiXVDNILTUrXeaOLIjoI06E3qh8TK5ZLLtr/g4v36iz0bS25yxLQW72wfJjQ4U7GeSLMgg/rx4TcsPtrDyiFXUsHiYRulz1mNDjGoUnWdSfy6hCprdOcPE0OOF7zwjqE28eRv/uPhyuqnOhe5DElHqMCofhrjg3i1j8wxxVZCE6ZD4GqH0/gKBer0fOK7+DKtM2+UIT6otsYJueuNtxTFh74alqzGHJXg/8h9RIAvEb67jn8zCPbGEBRZtTL4QPnA3C3+2AtUb9mFJXAPHMXI1gU8OcakPcFkTgYJNC8RdsK+445X+bM8e2D8vuFU0YGO7NLTWrvkSez/EafV5Zuw+j1xwnIqKdoWmBT7GQRfTrUXQd6UL7as9F7PMhqBcWlNV6n6/HAec78g/Zm3ug+hRZGjo6jWfvj5/RW4nKlz8a8oIX4Svq7pD83IVQZV81jzXEPg3JwMcG7xeRDVTeboxjn9e8S5DE7B19BNovKXi7nc29e9BSZPhROo6PV4YikIGvW6/vVV7vpoDUxTBSBRtsej4rYKG8T5jHGcS/nzPSXH1ncRFFGUCVs6UjiN2szMPFm2MY/twGf2wcgVrBxXqU9uk/5usm2A/4lh4fDZwo5bEqsjDr0N/IVaZFXhbYrxifUI9SFf9YgEUVvkutIO4PY6KiXk8ByXgUmY72Bn4cqApgqq13m9ZQehSsaY+EqevCF2Fkdq92PbDDfUTV1lmlM9la1L7/cgaBN4eN+kWX4nonwkYHxVXXzr0BjMf8sH0+jImqR4MLVycwfFW1tBeuaMWvduMJDbLY4VDnjQzkSvuTu1+A2zhYa9rwcSidCw1+zuqQQaN8LTwqvy4Ukf52wvgRq7BY+eOFTKvIv6vS9mEOmgwavaveViUiopZiNmu9caV+H6qGlX2ULPfJUnso9QOy3I9NxTBS1ktIdlzIP3orlykf9g+Imaq+TERuRoy/4xUOm004uj3Cc9Ajx+3CdSokoj9X9ceRDtX+3pr9PtTe5so0WBRzsQHh3SvfszmEp9slvO9PV/RVstzXT/lg9olRZ3uMddRJM3NbV/3eho/fatY6tsZQ0ZfJanLTYkAeG0+3Q+97Sf+8SjM1T6ZZRapmJ4UMROQyXjGelTO0SeEv9UWkye85ZJd5ISgm0/NiPh0VoXcGxLQ2L6ZOqfkBETgREFNL/aOodJTpIt+fPhsQA99Mi9nsnJi+GBDe/X4RrujbJyem35fbs19+j76NMh/J7Rv/Wb7z44CZt4xtt72q8ppcb25WjKt9eNXoz6b0mYEf15PW1cz+cmr2S7RsMTMu/HK9tiMhMZ2dF3OJcRF8Z1zM/j4rwt1qvkoL1YfKnBg3+8nyvBUS4QthY/g4KLzmdnv+YeTa2Yvlx8g4p9S+GPvvEnZ9fmn/jbQp1/g2mWldtS49L/w8XpHW2Osy07r+8VmdcYyWvs/c/urPVe+jGuz71X6qdcsFqrbLSAO5b/qn5bXgW79w6Nuq5quh7Lv2ludJQy4ZFv79XhG4OCVmktMiOuITrkMDIlreh1XNtKjOX2uny+LdqH5OuT6MipnYkPCemjLPuY0cBzPPV63Pc3FWT8PaeUWmU+kaUDpXzPN/eV8WZf7zCbvNK0KJOTGfnRGT8pwN/WvK7FfK3Da5Hv3aKa8BIf2cnhFzuXkxm5gUA0f8cr9X74eJiIhayy71n/zD8sxQrUwdPjqMxWOTGD5qX/HITTGfRvTTccR+zcN5YRazZ+s8lqRX2LXAWtZnxBPzqIDCc9a6j+bROj0uIHtrFpqmoWDtguegE7byuwQqvfVfkiubUy4WCpAz6j+2Vedz203xXgJxrQu+g7b6+2JS+2z87l2dFkVYntI+bsdt2joa4m/2IPTCOJIXyvtKMhQfJBA6dhijGMdcOriivmG9tGo+eX3U79xv77yvX8fNpq4tu+W5LM/7UhqVpvVlHsv9ULvxjJzTRES0NZ6xwEdDxLsH/VeDmP5jHN56Qcv9GHrtfYgfiyLHfhqIaLu4NYqOvyQRujtT/5HJfw9j14Esor9NwV+vfhERERGtW/P78dlSHbDvU2FMCqnbxq98tRSys3IJwPmXJre+RUS0GVYbujCHrFb/+qVpWaj6a7at6NOGiIhoB3vGAh8LPB8lMflWEZFjXej7xOyFu1DQB+12ArFPetHljaLz/WlM1XvMjYjoaVCNFfzYh8zpXoxez5uPrZkeF5D5/gz6RoDxq8Pw8EksIiKipnrm6vgseZhF+ucMZn/NlRUerLC/3gXnX5ywP426O0REjVD9R12dRvJXDdpvKgCywGpzoKvbA++B2k1bExER0eY8u4EPERERERFRg56xR92IiIiIiIjWj4EPERERERG1PAY+RERERETU8jZVx+d//a//hcnJSXOKiIiIiIioufbu3Ys33njDnNq4TQU+Dx48wKVLl8wpIiIiIiKi5vq//q//C36/35zaOLbqRkRERERELY91fIiIiIiIqOUx8CEiIiIiopbHwIeI6JlUgHavYI4/W4r3Nbn1ag+oFRQLBRTuZ6HxgFKZ/O2MzBMFFB+bM4i2AQY+RK2qKAsjqkCiD0VzpulxEdWzdiyVFvXSCfK9R+botqIh/mYfYg8t5vSzxYI0Bo+P6UNmW6YvNaLw7zH0vbYHh0emkCpY0P6c+QaRZLVZkL8eQZ+jAz0fxJDluU7bwOYbN7g1gZ6P4uZELU4MfBuG12ZOUoXMlz0Y/MmcqOL7dAbB143x/E+D6PsyY0yUKV/mmfI4j8yNOcDhgXNdeSOPxAd9GPt1Edq1NLRjUeR+8IPZa1nh1zgmPh3G+M929J7wwdPdjoXrScRvF+E9F0bwv4HEaQciBzKYOrGdUi6Dib8OIv44h7nrWeRHUhAfu8z3mi9/M4bIP8YR/bkdnqNeuF0dWEzLdPp3Eb6LYQRelcXzTzwYtkUx85bd/NR2UJTbdRjjeycRPVHargISH/Vi7JYat8P+ogbtgf4G7KcmMbm0nOmOLIy8F5NnU5l9A5i64IXVnFxdAelLEaQempMNsh4IILDfWEPx38P6q+cfnYh+65db/fTlbycxh0549jX3vMj+sxdnLqvbIVZ5bGTY+sC8NXIwhOmzLhkIlnmUxLBvVIaGZSw+hH8Myr+m20fx1ig8f5HH8MIskmedlftAVE7m6cGXezB2YIf+va51vZWsh8KIvl9+7hSRPH8YozfNSZ0N/otRBF4xJ2nzVOCzKf9ZFAsLC3KYE5NHoYIoffD9Y86cvyAWzUWfWQspMXlhWsybk1th4cegmXZBMb1gzlxhUcx/6xc2OMXAj7lnOl1TH9uM/d0XFrPmvHX5Y1oE1eePRUXOnLU2lVebl2qL2y5vL4iZjz0yf9hF4Bt5/plzl/xnXky96xHeY165jDxHY42n3BOVHRcedWxHUuaMJvs9JcLH7AJ7fSKcrJEGf8yK8CGXCLyl0skmQmlz/jYhCw7CJvN97etRSoRsxjXYc3HOnFfHf+Syr0DIwEjM/m7OW7cFMf2OsT7np7XP5MXcnJjS8yXE0A1zpk6dPYti5qxNuL7Y0FWguW4M6dsIeX0NZ8x55dTfuj/M8Q3JiegxI63w7vTK87OCXPYkhK17SEz/tj2v9KkRtS8eMZ41ZxCtIvWxyi8+EdXMGTvNf3Ji+qxTOD9OGeWGP+T1d79TXhNrnN8LM2Jon7pOTImF/5jzqGk2/6jbcxZYrVY5tKOt/Db37nZzvvXZ/yWooCFxLrMiWm8m6586zLEOtNf9ydUC+7EA+tCL3iO2Zzpd7c7D+i+89gOOjf3SK/NXKcUa9iCOwNvxJh3HPOJvBxA3f1V/+jTE3nCg55M5eGIzmDzlWPnL/XN2+C5Oos8yu6V5edPUtcMcbbbi7TEcfs2NcDGI2Z+nMNBd47fH3U4MfNqL2X8mZDr1wbXPnL8dPEoi/F4WZz7w1Tlv7PKcMsas1jWuEPfnkLKGMfVNAM4XzHnrpiGr35qwobe79v0Ii80B30gIZ2xOtO82Z+rU9lngeW8MHR+EEHva59JLXTi8V77udcPxojGrwq0xtP+94j7MOtlgf80clX8vV83jj+Ywmw4i8kMI3he385XeivZn/g88PRH/Zb7uVM/Z0OW0I/OJG33fy7/Au10Y+i6IzIEziFffObd6cPiIDBOdTlj5+GjTsY5PAwqZJFZ7mO+JsrSh3Rx9ltmOTmJeCMxfbPTRmiZ4mJPFtGbJIXfXHN0GtO8G0fedvJgeG8NY9WNNFezwn5eFKXNqJyneHMXhQ4NIvBRCPDYA52oZb58HfSrgOdaFzm1UsNMuy+PrDMK/v95GLReu4/dXC29l4D4Sg+drmQ7mnA25N4vEbTXSC+eqj2KogMyOjloB1ote9J2KY+CrJJ5qtbMXfZi8KyDujsNbYzsLv+fMsY2z7/UZI3e0VX58KCLz5SiKX8jzdMMBKRE1zeMi8nfSSF5Prhx+XWeLHsf8sHwQROy+HN8bwHhsEcHTsZVlExUoMujZEgx81vIojYkLEXOCnmWZa1GsrCW1QbeTiOoFvm3gURIT51RobsPQOz75/xr2euA7ZI7vFKrexNFhJPNOhP4+AFfFnYdaOtDxMuB0OdZOzycmg/jFBDxHPaveJbXZPMbI3VzdwnXhpxAmHGEEN3k3q5DNIKlGjrnRVRVIFisailiUhYcuvX7LSla5T0HkP0sgtW0b3CggeWXCHN846wvmkbuhoW4YdXsCg9kgho88sZ+EiKiWx3kkv+xHz5874bswhcwtozXKCjIoWpdXzmDiWzsG5N+j9CPAfmICkRcG0P911lyAttoTDHxKLSdpyKgo+VZ++de9R+a8m1nka7X68chocakUcWceGJ8slr7rumoysU7mMz9buC//QKtl75Rl26XWnErfk63I1MUHSYz6fRjWK5otYkFf1hhqNs+o1vU0Wy0xW/FaTldze9c8L0vpsLxg8YGRXun7Kz9cLOSRvZlGNl+2rip686alN/XtqLFkvfkm9R2aDDDSd/INtUCmr1MOtRYt/HsUwXMNhj0qX6j8clte5Godz0Iao+8MNhxEGfl0lTxq5sPSu/p+rCMfFa7HMaaXcHvhdjZye8KOroN1fufX89DSlujbVXOzS2mkztk1Do5xXKq+c43PVKv8jvUqIjnSp6eR7Z0QgnXvllSzode1jaqT68G2E96/rP5waLvNYYz8UqdwLYPA0KdWhN7dbIX0ImZvGMHAigDxYRxnPkqWXU/b4XzXB3PLVrC+5oYPY0jc2MAxbvi610DeK52LVdd37bsggpfMiU2w/KnDuMOWzyFX84diDZGPUgiMNPADxjNCP3drJLmav+XNHFddW5ep+avkg52kFdKoZlnC2K8N78Mj+Xf+r04M3/Ug/Ms8Ut+EMXA2AF+3B57yYQMNoVgPhhD3JRG8kJZbaYX3Qhyeb/sw/G/mySfhyQU+efnH9lAX2tv3oMvTg54L8o/iYw3xc73oH0lCK8rI+lMPOp7vQM9nKjMsy1ySBTpHOzocbvTIzw5eHMOgpxO9H0VkAJVB4p99cLe3YY93EHF1+7BM6bPt9i79sz2Xy6Lq2xH0HnAsb5MnjtK7qhW1w2+OYjpb+s00htDxXvSaQ6Tq1/7C1TPY87xcz/N7cOZqzb9oW0Zta49Mj442uf72AOJ3soh9dAajP6Uwm57CcLdqSjJR4zGvAjJf9qHTM4ip9CyS352R39OPwbf7MfaLLBLdGobbNbZcwL8fl+m+B71fz8Hyih3F68PwvNyLiVul/VWtcvXA/fIutLW3I3Ali/RnfRi8FEZAHZ83jfo1qiW7Htce7FLp1T5W2XqR8jCNseN74Dk/Bc3SCVtxFlMfHdZbtat1WVi4E5HbPIq43IfUFblNHaqlvNLeyrR4sxd956PG/t8IoU9uY48+DCJR8ZO4So9e7Dkg5xc60GXVMOHfI9MuDs38A539rh+9bwwjquezFEJvlL5LrbPiy1C4NYHel90YlPmhw2mF9rX8bpnWS3lUtYj4Vzf2/FebedzkhdY/iMgXAT0f9V+p/L7alguf2GdHR4M/EjtPRhE6uHzBrsxD8pjIY93vH0NkxC3PnR6M3VpOeU21MHg6glRRptFLqhUajzz3RpGseE5Ztb4n0+W1Dj0vtL8ZQfxLmXbyc8lMCokLMi1ek8HI9dX3sXBtFP3vTSCRkflTpl+Hym+31/nH4V4UY5+r9dgQOOZp8NFKG7yfpmSQZE5uA9ovKXmGueF4yZxRx1J9wdsLNc6XItIXhoGR4Qbueq0li8w19boyQNSuRKA5y+uZWeHorlHvrOQlB7pkdozeavxXz/Vc91Se7T8XRWopH/UjcqcsdSrOxXazdTzpYRKjb8i/UV+ljbtn3w4sne89f51o+MePJS90mHfrcrJApo9UUI+sxo+G4V/jGD8TVMFRXs+i1yMItLkxenM5vVWLfp0yne3vJVb+gt4k6tHWPnnMk5cCaHON6r+uG+Q5cL5THmc7zvz0ZP9WbzetkEZqH3o/TSDxqTx/ZRlDe6z+jvej/5O4fr4nLsi/T8flubquH6U1xE77MN0dR+KifxN1IOuxwPVxFIN33Oj7Tl6hdrswIMseybdCSK5rO2lDzEYOmqCsxRo51Gsxav5bn7HMsZAInQpUtvCRDpmt6njF5F1zXsnijBgwvxv7h8R01dfPf2N+r81fo9WQlBgqfbZGS1FGayNqCMklKxkt19R+b1lOTJ0sLSeHk1PraGnMJPd97fUoKRGqs4yxH07h6q5M18V/DejfXX1MZr9wyfnlab0o99epp+HUb3Ly9zkx84vZ9pAWFX4bllskMc3/wyu/o6qllkxYyGKQcO73iOCP8vPysz61b7ZQWQtupWNStS/memzvlLd6JLfrglfYYRNDydLaVTrIz+9zCc+p8hauVCtR6nvlNql9KPnN3Ia6rcCpfVfpUbUvf8h8t2K/S3m9ah1lFuXxdMn1+b4tb3vLaMEK+4ZEqqx1qNkLMs314xYU078vnyO2Oq1kVSo779bVwl0tC2LqlPoul3AdM1rbK7W+5//B/Oa7k8ILu/BdSJUdn3ljG2xDYqa6gZql89YmgvHKdqzmY6qFQpvwx6raJysdq/0u4ZPn6/JXzovJg2o9a50jleb/4THSZ52fa5g6T5IzGxxSYr7BlsL0a1HFOVRHKf1q5M/FG0PCVXFubYLMC3rrezLv+j8Mi/AFYxh6S7XgVqdltLrMfLyBa+ea1713B8RARR6bFWHVYtKhyRUt45X+Fqxoya90fd50S4PmdavWOtR1cv8GW7mUFrK18leDQ3q+7DxrzOqtdKnW/kp/i819fnd6eR3mdX7tv3cb9Pu0CJ40/y6Yxy6YKLuS6NeeZhzPZ9gTTiOjLCXLGzXzy0apFjiNcyYXU383bcLT7ZPnVlluNssf3m+qz/b6FuIBeX0YF3NNblFN30ZZlliinwe+pTTR09xssVOlV2X5gZrlidfxWWr57fIwcsfGK3/ZetEOtz6SQFar+q2yrFK/73RgRb9A9lODCKl5+Rj6zq1sL73NfK1p062N2OA+Umqb3gb/Ebc5/oTp+5FB24mhinS1vNwFeeIjfq/8nk8aiQvqXosbnaolI50FMljR0zB0OQO84IDnVfUbbQHxkT7E8h4E36jsc8J+qE9+dxwD35XdtzF/1cwUvQio59Rf8mPqjwUsaEMVFalXHpOC3KYBfT2hD8obPVD9uhi/3BaKVfnidhv8H5X3AWKB/TV9b5f6MWnI7QkEz8t9OBuErzxP7vag97QNmU/C62jBLYOJd4ZlCg8geKz8sSQLPL4zsN0eRbjs7lCHzPfqM8VDMl+/INP05BQWFxagffikH7OyokPf3DQ6TwT0Y+Ua0bCwsIjoMTNHF/KYlUci/sU0skuPqdjhOiLTPD+KZOmX8pLSeXt0DANHK3/vt5+QIfyhPGL+M4jcM2eWu+lGsKKPEzs61R2YvNyCho9FHulrei0U4KRra/pBsVhWv740RR7aL/JFNRBgzKhP5ifjkbKqc6CYwdj5AoZHmtOgyHL9niCGzwUQeEsNPhx+TeUVzxqNHVSzwqbOu3qP561mrevejQ70VTT4YdTfwtUMstU/Zm95y1M22I8aY7Na+V+pPOLnI3BvorEJizzXnphHaUyr/uf217kDeW8KE9aAcS29ncKUfHHaO5bPZfk3IfSpV+Yde9m1u3m0KxOwnjJaPszc0NcOe0fZlUS/9siyxN6tWPuz4UmnkfO/h2TuTyBxvbwcskm3k5hyufVzJpdX35uX+xTGUPnjzI8X9buKs/lG71zlkfg+gsCpXji2unEBeR5ELjswsVTfJ4QxywAG1V0g2jJPsXEDH9yvlWXOKtrDVTLpc7Uu8E64Tpqjl6eQfMJNo8ooHdm7KaTuZpcLiU+J57WqC1Wtk7e4iIXq6FCyPG+El5lHZQHGgwSi+vPtnrIgySQLWV3yJS8LLCu+7qBz+Zn+3Vas1bquWk/ka/Ut1euxI/Cj3N4FDeOHqotsK7epoln1BqV/CuuPrficnRWBnWLfq8LxdQRSNxMIq0cha7UIZgb3lUGowbNvuQaEpeFm4C2wlm7DFxZVFfKaCndUHbZaQwb5qlhSpanrtVI6q+bqy7bk9SFkMjOYzYTgKkvnUppnf6uRqRT5/sqz1q5X1Fc/dEz8VOOhoVrpt+6CqQbtsjHmk+dFvTQt1GmxJ32vgT+Wu2XgV/3cd8ODC/ZNP3JWzYJ2s9GC3O/L25/5ehBzMiBvTkth5fV7uuAwuy6wWmVaHD0M90n3OlvDk8Hj8/LldrHG43mNqXvdc9VrMj/3FOpktsNq/nnQ8sshXjMam7C85KqRvxoc9tc/NyoVUbhv1H2NdYQwfaV2oFZ4CPQdd+vfaTQq40RfVXPndocbNufKxkPyV0fR/8/NVPQuIP9cH3pd+tqRjMlry74+eX013jXY0emyoevl5bXrHT+fH0T/8X4Mfh5BopFz/5m1sTTaDEv3MJLfBJD9qBdnvss0VG93LYWiFWeOqHyVRzat/oZU/9golzF/oOl9tdEATv3NcMHxZ4tZR2iNYZPXEMt/D2PCl0TgU9WqpR3+r+JwfNGL4LZpSrj1tFCrbuYfTt06f+1vEuteF1x7m/Fb6hNg6YLnHXVBy2Gh7Pqu3Z2V/9sw9N9lf6QeaDJFpX0aUpciiFQMc7BeCCN8qMYfzufbGvxjaiqtp9avgHp/Uev6tnVQv6YbBfbiL9NV+xfB9EM3wnIfG33ON6+Z/eQU5zBd9V2Rawtwq/SqUSGy/fmN7J8Vjr+YjVNfy6L6Rmm1wq8xDOv12XrQ9/e0/kvYSla0rbIptn0e2B8lEfv8DPreGMTw52OI3NhYIaFUET+Tzq4MnJut5g8mSgG5nAoZi7LQNaanTY9nGPH7RSw24Y/zk9ex1KR1Nr9gjNyLYDgdQKhpP8rUr98Duc72g86yAm0RSVnY0ZtvfRo6tq5fqPWzouPPRspkcmYdrKY1NrHVCsh8H0H401GM/96LofMrn7wose4PwL9P7U0aiS9kgfRgEL6qoE79rel73fyx51EGkQ/60f/eGQx8NIxIw7/O12KF65Qfejsv5o9QntO+qgBNFm4zfXC9ak59L4OdtAN9I2FM/jCJ4dfzCL3swOE69UqffetPo82zwHF0COEP7EiODGP40wnEy+vZbcBSPivMIqV+4HrHg66Kk6j0A40P7lX7LyjzWP2AKD/3o/x7/c8GhiubzSNGfZ/hB31L9X2Gv+6FZbu0GtuCWijwecY9p4oQSr3f7E0yOJiVJ3rFub0hVng/UP25TCD0pVkAvh/H2FcpeD6NY7i7xhr+5ILvVACBqiF4dgADp1zNK1w8XjMVmkO1ZlN1xXJ0963Yv8C7cv/kPnqr73ZVqWy+V3rFg77q7zoV1L9r4Eijvz6tzX7AZ/bLk0Tmjj6yglVui/pl1/duCGeOGfPcJ1QLNbKAup7MpBokec+N9gNj0F4fRvTbMEJyfwIHtmvAb4PtoDlal6p4r9LHC+8B87gcO4PhU17zUc9njc14lEtK5lU4qSH2URy+T8sfCd2k1frveT2IyZNla3oQx0S+D95aj0Q9y4oba5Ws4yXjgW7cz8vrbjMbm9hqVjhPBBH6xwyyn3cg4uqA+7M1Cn03kxiXWdBzrLoJ9jzSP3XA8xfz4rPbicAXk5i8OIzDZt5thvS1cbkmD/zdVTn/QRpTNrOQXEzKoCsH60uWpb9h1u4BeV3LI/FeaBt1Ur01GkqjZpDXgf6/7EHgl15M/zKN8REZDL/SpC+/k9Efp/RUNKgiFVNIfidfD3nhqtmUfg3PtaN9Xwb2g8bf/TWHk834wcIO/8gYLOf6MSH/hlv2DyHyldktATVdCwU+BSwsPTkQXN/z5f8xXxt1cxS7jlfXI1K/hk1g4vuMEUSs116nLEIoWWir/TIqA59U+SNkm6DdiMOZXED0YA5Tn49h7DoQuKxh5sPKejx4xSlTVLq2Wqd7TfCiXX8mH1fmtnY9JbfGELii1mSDw/zVuvzxk/VJY+xto9U6m8N45hj38uuvr7ARe/swPKLWmEE4tpWdQMpC2me96P1SQ/AfUQx11/m5t5iXAVhjZ8FC3nikZev6y1luuruRY5v9uU7zzKu5PQF3xy7s2rWBoeMwInWC1UpmHZhVHmcsZ3tJP5P0OjPpy8OykBpCYI3AfT1W67+nkswzl8bhOLlWvSJ5rqgOgbeozsdWyF8JLLf+tg62P5tXb3mtnZPXoOGHwxg+uPmiU+ZLNzpq5bEGhg5vZKlF00ZY/zuI4XfkVe+jCSSqe50vo/2SlEfWtvIxxHvTmNrrg2dLf1eQ6XtDXpFl4b36cWjt2hQcpRYei0X5NzuB6E/l3VlY0N6hjtPTeXrkyWkwjUzF6se6HtVqBru2zOUQIvdsOHPaD3uzgilTJj0l89nKpv6LaRnUyt3zmoF34WasgWoQTrh9NoxefcIdKqv6Plc8iJ4w6vu0W7f05NjRnsnAp/Coxp/+h0nEvzZGnSN967igZpBSlTTrsOyuvPm7xFJ55mb+7kWX/wzO+Lvg/XuN+gprsXoR+MIlR+JIZuoVGuXl+dtpnPEZz05vVv5BAoWiBfb9PgTULxenfHC+WOObrR74PlTFwARStW6/Poyj/w2j0L8pL8o00B+/q7Oe22P6L4wb8oJtRYEq/9ucOSbzzJGgftckfr124Jr53I3RpUKOWQgtJwvVS9+2z4eg6iD0ShKZWoWCzexHTRa43p9AaL/cjM+HMVbWbOxKsuC8ochckYXd82q73SseG1iUfwCXyHMxVN5svFLzLp6GpEwj+WcJQf057a3hPDGoB9SZbxNIr5Y0xSSm/6lG1tl/z74gUjmhWshc/5CbRqChH2lUQUxuU4M/PnTYzNx+Yxh9X3ci/M5a+1OAdjPZYC/kq/TfU6V4cwwDcRks17qDXMGsc/iSbY0A6SmR14/q319z91Pm2DrJY2N8VwT9p+YQ/Kg5jU04300hVyuPNTDkEoF1/phmlflRvS6sLAyXyefV+e2u6rhWBsPfJ+F907Oxv2OP83q/e7X6mKuUR149jnmgKpguphG7Lv/WlPKk/Ns7Ls/f3MXy4yDPh1/UNazGj6gNr7/xc6pwT9UxrOxHsKa8vAZfT0Nbq15Js9NINYziH0bk74f1JqOztybQ//YY4j+nMHFcdXGx9uNexUfG3w77KheMhtOhQql+T3WDKkWkro7Kd33oO6j2Lo/EFykUG7iz6jo1Bt/ng5ho8uNmFX8na7DsH5DpmYT7vfiT+dF0h3omA5/k+TMYW+o7RnqsIfZBUP4ZkX9TTk4i+n7VHQt5SXe+a55tf6inN0uKyP4ziuxrpT9p8o9v1QXFsc9r/mFPYtb8ZVb1p+FVjwgZk1IBubvLrZql7+bWeeIanG+NIdRtQ+R0sObz8KoTvbEOWZBouANGU+lxjKo7WzYZaEy82YtBdbfn8wnErhoVulWnlJVPbVng+SguC9YZhL+ILfVpY5B/xL6Own66lE5S0WhFZf2s8J6bQGCvuR5zrkEe4y9mcebE2gXSRXP7Sq86ix0OFYzc0Ja+N3e/ALfD3Oq9AYzH/LBdCmPi31Vbfz+GiewZ+F83p2V62B0qTEot/xqY11BYKgTaEfgqCr8tgvDX1fVo5H5czFbsx1oXw4bsdmHoakrmHw3DR3srz48yxX9HMPGLrU5htYjFP8zRmuTnVBrKPao4Tx5nEP9+zvjOxzK8kce/+FxVHr0yjlhVQKZ9P4zhqzb4Y+ON340o5eGKPLiGF/0I/xCA/fYwBkbKO9UsV0ByZFS/htR8fGsbcLyqrlNr3BE2WdrbjeORt8I/MmA8y7+K/OUg9rhUv0vymvCrObOuVer3lKi+NL4fxOGjw2h/r7ruQA1FDVn5nbUaF9mwOte9DXnRDpdK0KVGXGSh9u4G88lu89jIa4HzXAi+Rh/BeQY59qlnBQoVdeVUMBx+bhB9G7wDmfncqfe753ap/tbMmTXJv/vvyJeKu6Ty79XnYeC9vhU/hJUryoJ9+JK6Ng3AWxWVNrr+wk/D5jkVWL1+WyGB4ZdVH4WdCKzampcMPg6p/gjdcOststbX7DTKXwkhd2oYffvs0C71InC1C+P/GICv24u+o07ETyfk1m1SPo6gmQ7eL9dx/7FUv2dFgyoF5FW6y7+H+mNut6OYcgYa+1Fc/5vRhQlnLyY2WQ9pWVFeM5LA9dlV7q5a4PwwiujjIAIXVssLtClis5b6n6k3mH1JLPUtUTXobcRX9gG0PJS38b/c/4Hv4rSInvUKT3dABE55hGsvhH1/QITic/X7p/hjVky+Y/QF4+j2CN8xn/y8X4RvLIh5vf335fVW9nezKOZiA8Ir1wGbQ37GJbzvT6/o/0FoUyLwqk3YXg2I6N319ohQ5j/zYup9j7Dt9YlQLCXmF+T2ZaZE+IRHeEdmau5f7scB4TnoEbIMr2+/7VWPnB4Q07lZMS7ne+R2GftmFy45PfCjuX+/zwgZaOnpoT6vD0vL2oTn08o+e8Qfc3q6O2S6j8dnxEwiqvfFpNLQUHt9Hple5Sk6e1HO63aYfTYZ61/aJuX3lNxfh7B3D4jJxPJ6xjNqa3JiWqZP9ef1dfw8XpEO2Osy08H42sW7USEL2ML1YVTMxIaE99TKPkMWboSF/1WH8I1ExXRyRkxdDIrA2aiYq+5rZXFeRE/Z9T6losmoGDoUMPo+Kmfuh+NYSETVfsTHRfDUgIhmzVStub1VabFe/8mJmYsB4bHJdDmh1jur56FcdkZER3zCdWxczMrp1Kce4S/L50Yecsnzw9gWIw95xPjP5gIl2rQYOKT2Oygm0/NiPi2PzTsyjTWZb/X0kOfkCZkWS301mOft0SERPhsQA99Mi9nMrJi64BOOV43zb5mZf/bL79G3w8w/F2frbJ/cF/OTjViQ6e1X56ief1NiLrcgFrRZMR0Li8ARuS3JnFwmJNNos/0hbZGFaSGLkUbfWGsxr7e2szON9c+SnRRemQ9tMt/U64OtdJ1ZPj7qumvkk8ph+TjBZvRNtSaZ7jZ4VvbftoqNXPf0a0/Z9hnbL/NR1bmof1fVdWshOaSfV37592danmPeC7Pr7vvGYJ4TNfoRepYY/bLU68enZF6/XtuPhMR0dk6kvhkQgTp/xwxmWWCVvmMWkgN6H2kqr67oC6maul5124X302kxl02JSXkNCv1rjfNH/l0cknk8UN2/mKnh9ZfOqe6wmF01o8yJySMyr9o8IvzzagsuiJmzqq85uW3x1a9QzU6j+R+j+j6kRuR27pPlsqXNNPvNO7h2Xl47v8jzVpZHILdZ9WXT8DVYv3bU7qdH7xfnYFj+LZ8UA2/J49Bgn2klqjzg22sTXlVmyC5s8HxX2yH/JpddN/W/9R+vcm1WfSzJvMN+fLbG5gOfJ6Ys8Cn7w7y4sP6suCgLfgvln1uU0418zR8NLtcMf8yLWVXwjqkCuCykNVJ4WAfVwabH5hPjpUJ4uf8siNl/qM7LbCKYqPFHQqWXnoYbvxA0ZGk9zVzLYkPfaeQROaxxoSwtt7haR2cq3zSwzqb6z6IMdlJiJjklJr+Zkq8qDzVx/XX2SaVH5RzzvC39IXsaaVFlUQY7M8lpEf3GCG5ntS3Ox02jOoWUadlQMCOD29jUyoB9LfK6UC/w2Up6J77PQiAgz6vN599FvSCZavI1/UlrLPAxlc77NfPj2oFPieoMcs1Cvamh67Sigp5urwxA1v5xYT3rf1qam0ZGB9K2imMjr++ygO78Yu2foBrPL/I71/Xjk3FO1jsjl/bLnF63/+TktTQsgsfKf0wpDTbhkIH8Vvz9WNRSIqVtxTfTMx/40EbkxNRJmZarFqDmRfSoXKZJvTbTTlUV+NDmZMLCiYCY2qJC8/w/vCJUfZdvy82K8D5bY3eyaNtYV+DTsEYDH3WnwS+mmnlR0aZl4XZIzJSdW7OfukQ4Y05U2IL1N12Tt9G8i1xxnqbV3RankUbZaRHVn8qoreH8cndSeD9dz718ovVhc9Y7khXWF23Ar6v0kv4ojzkN8KrliGh72BdA6J1pRK5sxfPfGcR/8sC7VJftyShcmcBgRwgDR7Zlswb0NKxVL+thAvFHffA068/T/QTOnJhAx0kP8ItZ1/V6DNEfuuCo1Qx7s9e/FZq8jcXsLOKqP5ylzq3lFeP6OPJ6H01FJL+JYHH3ZmvoqYYv4vAcWrsuL9FGPROBj/aTqnwfRakNHe3quJyOIL1qpT2qTzVWkMD47lH0vRdb0fJY8YHqmbsP6e5pjJ8qVW8kWp9ioYD8zZRx3t6Qr/c338s1WeEdicB+frDJHYLKAscnIRQ/Cq7dEEGzPErqQ+jcIqJfBVatbE7bj2ocR7VCOnu3CZW/C2lEVCM754cxriqq/zNkNrqTqGrkRtEQO5eA+1xzWsNDIYnhE4cxcTOB4b8ZnTsbQx/GZK7sWLGSJq9/SzR/G7O3osB+D5xlgWDHK4dlCmlIf3kGsb+EV2mkRsOcao/B1gHrKq2q6Q1fYBjBqs5uiZppl7rtY45vW4U7ScyuuDXRjk7XOjtfpBVU2iauZTCnZZFXhVKLDQ5nFzwHvbWbtiZqSBH5WynMVbcS1yHz1ivbt7jwrCjeHMXhj4DQj0PN6fhS9b10zwLnE+uwVRbM3ug3xk5PY2i9LVXS0/dINXHsxeBvfZi+Gob3Sd39eJhF+pEdrpeeUp552utvxFZso+rw+7EF1uqvLBZQUE+R1F1VAdl/BuF5W0NvPIrxo/V+4lB/MzRYXq/qhJSoyZ6JwIeIiCoV70QwfLUToRXN929/2neDSDiG9fHg6yzmPLtkYfVmHFMJdUe3iK63xzHw389abqStkUfio2FEHlrhdnngPeKB4wXmDXr6GPgQEREREVHLY+MGRERERETU8hj4EBERERFRy2PgQ0RERERELY+BDxERERERtTw2bkBEm6OaOX2k+vKwwFq/TVMiIiKip2pr7vg8zCJxaRD9nk507OpAp+oM7LUO7OroRM+bg4hcz6MJXZ4RPUEZTPxVdWqn8vQu7PpE9ca20xWRvdSPzr8OYurXJCZcbXCfS6KhfoVvTaBHpae6Lsj0HL1pzn9W5BMYVNtfPpxLNLbvtyfQW/3ZLzPmm0/DJvJ2QUP6ehraNu9MOv15VXr/dRTphv4IaYifrvrs6Tjy5rtERPSMUXd8mmdRzH0TEHb5tbB5RSiZk3PK/D4rou97hE2+b+seEFOaOX8LzP8YFpPpBXNqu1kQqW/CYvquOfkk/LEgFhbUUHFENmxR/67loTnf+gz4ZVx4VP4eSZkzdq7Ffw3Ic9kpwhk5cXdSePXzPiRmjbcbkvrYpu44i1DanNEImZcX/2OOP3XzYvKo3G+17/CKyTXP6UUx86Gxz2oYSpqzN0mdj5s+B7PrzdvzIlra93em5VVt+0uNmNsLTwPHSu5hTP49s6nlbWIg8SzsIRERraaJd3yKSH/iQeebEWg2P6LpaQx12yo71nvBCf8X04iPuJC/PoZe12GM3d6aez/5nweR0LbrfaUFaD8NIvPQnNxKD9MYO74Hu55vR3u7Gtrg/iyziTtuecTf2IU2/buWh7aOUTzN36yfGGs7e5XWFZC8Moa8rReefXJybwCRzAxmfx6A01igIXaH2xxrXPrv7Ri7ZU48dW1oe86HgbMyZEACseuaMbueQhLxx30Y0Cd86HxZH9kkeU6+HUD8gTm5UbvXm7c74HB5YJP/PI6OZ+C80KBl/PCfVONJaGvdtnkQx1jWBq++nMznLp75RETPuqYFPgVZkPedNx6R8I6E4H9JH63BAtfHEwirwpJ6XOSdMWSaHp9kkPrJHN2OHmZkodEc31IZjB1xY/CyDUPxOeTSYbjk3PRdbROBjw2+L+aQSs5gRh+mMHRQzpaFg+0aZtJWKKKgAvcDdln8Ndj2eeB8cavr+BSwkDNHt5GuQ3545Wvyq/iqPwAUridgPeRFuzndHDnk7pqjT5QFzrMzyIkcZt5dT7j7lBSySD3yIHDIp09mf1st8ikgcWEWvr+2I6Umj7nRxbiHiOiZ16TAJ4PI+QnzuWcPfN12faw+JzxvmH8obw5j+Ps1fiVdJ+37MMK3zYltp4j012FEzKktdV/+oVd1J86GMHzUAdv+AaT+WMDiN77N/Tr7ggOubg88+uBGJwsE9KQ8TCL+tTm+nbzci8Ap+Xo7jKnr9X4C0DB1xY7e7jZzukluJxHdtte7beTXFKa6u+D5s0OfjN+r/3en8NMwUkeGYddSeiDrdMnrp/EWERE9w5oT+NxMlAUaHnTuNUdX4XhVPRpiSHyflEWCkiIKhYIc8sjeTCJ5PYN8WTmiqL9XQP5OWr6XROZB2ZuPC8h8fwZ9/pgRhD1aML9LDeXLmevIZ5GW35G8ZTa2UCxAk4UI/XvvF2rfwZDL1PysbvVtRzGP5Ge9S3fGFhfM71LDI31WJX1dNbeiMXkNcfX6fNvyI4e7rZWPH1YobX+dfW+S0jEsPtan1t5H83g1Y5vUutUx1o+vvv61LW2vOb2WYkFDRh57rd5+Ve2P/v21jv9qzHxY8R1qupF9kp9V50/6Th71NrFim6rWtR5rpsV6PNYQ+yDY8I8GRf08TCObr7/tpfyQvK0ZaZHPILuhR1Ct8J5QD7DlEbmWqr2+23EkDvgafhTQSLvVtx+FNEbfGVz1LlO50v6uduzLGflq9QXrLVM935huNB+VrkVln3+Q0a/N6fuNfUO1zM8J9L0ugx6bXf6Vku7mzB/rqjxKInzNi8GDRWTT6gpqQ6/rGbijRUREa2pK4KPdnV3+A3LU3tAvY5bnyx72uCYLoqUvyCcROtSF9vYOdLp60OMJIblUEJGBw4gXXe3t6HC45Xs9CN0oNSeUwYS3F4P/XA6iUhfPoPd4rzGMJJe38XYEvQccaO/ohFu1OPdRGGMf9KDTNywLLRlkrkbQ52pH28uHMXil8lfB/LUQvH9pX/7shbJWrFbbdvVY39/6MPpjdmk7YiPmtqnhUlXR5fYEeuyq/ox9XS0+Fa4OYo9qmUkNrmFj5nm3Ma0Pe2rUj9CQkPvfsattuc6Oao3vb4OI/dqk5ppk2oy96da3rVQ/qO2/5Dpe65TjAcRrlECKd2IyzTrR8V/Gdunb5B9DeiMF0/txDHrd6PunLJTautBRlMfqr53olWlbew9lEH1pEIddvZi4PovZTBKR02cwdr3+c1aFWxPofdmNwasFdDit0L7uxR7PIOL3zQX0lsxkGuj7I/dZBh+j/kFEvgig/fk96L9SIxGq5H8aNFrfalNpGEDk8gT6j59BRG5j6moYvY5O9H0u83qtAEgGDnF5nPccn8CcxQG7TIPh7j1laZDX84FqaU0/Rn9PQ7vcj76/RxCS54PdYzyWmvlSLvPXPnnuyY9cHobPbO1q8Kfl7V8zLerKYMxs6U0fVEuQavuujaLveD/G08Y6Iu8b69SH6vNDHWuP3K+v52B5xY7i9WF4XpbH8VbZkX4krxf+Poylc2h7qQtdtiJSf5fb6OxC/J65zDpZDngxJC9++c9iSNTIo5lrs/CueTdcui+vFf5+RNJFmXal7T+M0WuVOTX7XT963xhGVE/TFEJvLKdJ+bHQmXX9POenoFk6YSvOYuqjw+iTaVcrjFDp3f/eBBKZWSTlsetQ6VdRH7Mqr7xdauls5fysPI+H3xtFPC3z6BW5Lx1q++rdbZHn3Zd96JR5ZUoun/zujMzv/Rh8ux9jv1jkOTQMt0vmQ3PpxmnI3nDA/Zr8jhc6oN/z+UXDyrO5iPTf4+g655WhbBYp/e5iL5yv6G8SEdGzzmzkYFOWW8qRw7GoyJnzV5UOLX+mRgs789/6zPd8IvqbObNEiwqf+VlfrGptv63yXoVFMXO2tH6XGEpULatNmt9jE/7YvDmzpKw1oxr7u+q2l+33ai1ZzX663PLTulrK+n1OzCRnjOGrgPH5t8aX5yVTYv4Pc9mSn8NGS3xyeyezC2IhJ78jFhK+vWqeS4R+Xq29qJyIHlPLhUTdtqAWZ4QsEArs9YlQbFqksjmxoM2K6W+CwmWutzqdFmU66e/Jz4TjKTGnyW0qLb93SMxU78NqZH7x22ocxz9SIrQfwjWSqmoRa15MnbIL7Jf7VLGeRZnXXUaaVrV8Vdpe37fl61B5TB7HfUMV3zN7wSm/wylc3UEx/ftyfrF92uhRXs67tnemKlvT0vdVzj8ZlXtRTubZkyu3pdQaW8V2/z4lAmof97uE7wu5Tf9JGccPfjG1lNnrH/f1pEUuZux7xblwY0jmeY9+TlbnvNK1pu65Y+6/8+PKYzr/D6/8nMxnekuSRstqnn9U5QeZklOn1tnCnJ4Oy/nXOLYQ3m+qvludA0vHSuY7lb61rg/yOE0egrAfC4uUzBslRh6xiaFkdYqUjkOt7zKV8kRFy2syL1/wyvO+7DtL10513CvOCblNB+V8eR1acY6XrsUrroMyz6j5+1zCc6o8L5byrrG91ds8+4U6v8pbx1PnnExTm8x7all1fftlA62rLUyL4MFJcztmRUjPzwNipio5F2+ERPAHc08yYeGsuW9ERPSs2iaBj00Wrs35plKBqOYf9NWCm4YDn7LtPlpdSDSkRkrBR/U2lAobcqixv6tue4OBz+LPZsFfDi5ZIK4u7jSktK41m6c1mtcej89VrqfURPGqTdU2EPiY2xGIV39LZSFoye+ykKIKJrKQPFP1kYUfg3pz6M4LjQYJRkGyZqFNMo6VTQz8q6yYpxeSUTFvSamgV5GmsyK8T+3HyoKU2ne1veV5sZQ/yvdhvc0RG3lXpluNJuFL2+8tK9gvxI0geGVh3zx+FelTKpgHxFSp8L0oA+KKILDecd9YWiydC7/LAOFYsG5T96sHPkbgUrOpYvO6YNOPm7HttrMzK9JcBRibCXzUOaM3CX2oVMg2qHwb/LGUmVcLfEqFchmQ3DBnKaV8JwO6SqXjUOu7lAUx/Y66jlWniXleyPUES800L107Vx671Md11lH6TI3Ax9jH+j9qqXSuTGv5GX3fK/OUajZdLe9UQfhGyWB6+YeFsjQrz2eLMu3fXf5bUNrOTa2XiIi2laY86mbZXfb8c2ERi+Zo49ywN/J83FZ5TjVKu5Jzf585FsfUjbUfQ2omy+tDSOVmMZPJIfWhc5V6Oc1ghevUAIJHHfp61LP4eh2q34pGi11fZ5BVrxu11wkZyCByYRATV7PILz23b4Hno3mkMhPwv2jOkvLXIpiQyR04PwhPVcMJ1oM+qKOiHhuqXzW5zO24XKd8PWBHrYeMbC93wYY8xq6UHlnMIP5VQr760OWokeoyr6xQquN2rAud1R950S5zd+2K1J59RiVrxWJdre7VKmpsj73bp9dhSCy1MJZH4nujZozntepUsMH+mnzJy/Ssbg75oAvOF8xxixXW3eb4ajaYFkrxTgR9B5Pw/GMcvrqtQq7iQQLRS2qkRj1Due4u+ZL/RZOpYZX77ET+8x50Hh9E5MpyPRr7ySkM7dc/sTF7PfAfkq9XJxBfqvdYQPKqFb6DjbQC4sRQRp33GYT+25yllI7zHbX96yDTJPK1+kR1mtgR+HERCwsaxg9VbVetY/df5uu6rTwWbbXOIaUot6fGzpUei848qvVQXmOW6vfozDwvr+vLTVoXkfn7BGzv+c3rRIH1e4iIWlBTAp/yhgpwrbE/zIXfy56utnXBUVbw3S7K6yGt1gLQlrE5ZeH4CUWE+TRin/Shs8Oog2PUoTrTnNbnXvAifD2KgT+lEPJ2oqO9DbtUfR1PL858l4Xtpcp91O7pTTIgeaF3uR5HafjbsNFgw7V8Q/ksnzVaZYIs8NdMSZtRGF8K7h5kkdILrF2wN5gn85pZx604h+lLEUTKh2sLcF8II1zjOLY/v6FQZ22lOgy3U8jqwYwG7bJ6dUK7UbV9cpizyu274IW9OrCxttX8QWA1G00L7cdh9B4ZRUyveL/BAu4DszGPfRpS1eu+NAerWvchuwwwLXB9OIWp9z1YvDyGfp9b5nvVF1UPBr/P1qzz0jg7et8KyNcMwj8kje+6J9dl74Wn0cOtzvuXFpH8fgxn3ujD4PkxjH2XMgPzdSqlybEagf9zFlitW5QHN8LSBc87Km/ksFC2s6oOqQpAhv57owFIWf0ek+0ln/46W4p8bk9g4oUhBJaCNNbvISJqRc254/MXj/6LviFhFhxXl709ZY7J4tgH3nV1ekjNVbw5ih6nG31fZeA8HcVMVhY8/lCPQcpAxVxmsyyv+BH+cQ65xQUsyMLxTDwE3ytFJD89jD2OHozeXFncdDi98B6sHnoRVAXYb9eZZ/5jvm6lVzzoOxVAoGIIYuDsAAaO1Lrf9KS1w3W0evvk8K7cvrMBNLV/xnWlhQ3a84cR/TmK0P40ho8OI7mOVu6K1S2K/ckF34p1BxBU6z7lMppyf84O3xczyP0xj9nkFCY/DsK7O4kxvweBy42E1PVZu30Iytf8pSRSctMyP8XRdbDx3KpdOQN3uxtj950Y/iaK8Ijc7pNuY7sbtCJNHmMDd+KfNCu8H4TgxQRCX6aNQO9+HGNfpeD5NI7h7g0GaWb/Pc6yeLvDZuTB1H31A5yGyEUg+FZZvrydkn/JJPbfQ0TUUprTnLXVi8A5lzmRQfTaGm3uFJOY/qpUuPBh8MQ6w54GmyFelkfs+C5ZuDYnG1R+VypY9ljSWhbXvX1pjO7qRaziUaMitKsRjF1KQFtvU8frkkfiK1nQzHsxfn0O0Y/98Lxia+yxpkb9OgH3rg70fqfJCMgK60tOeGQBPPTVNOayMxiyJTH8VWLpDo7jVfWLufQX1SO+KpRXDe/KguzRxh7/szncRoBU7xGh6l/E1SNRegFJBmkNln+X1nEvX6OVqKfgYc64e7XPbd5JdcD5jnptoLf6TdpYWrgROCkDEqsLQ99NwpsfQ9/pUitha8kj/vaYPIOkV5x6wLH2XWf5mTdlnlexwW47nDJQCYyMYzo7j8lj8lrxadR8RHCDrB74PpSZKD+K2E8JJDM++FSHzQ1QP0L0+iagvRNB9EMPbDUfCysifyu7yh2gNMZKrazJ/Kzf27gy12B6Pl3ajTicyQVED+Yw9fkYxq5DBqIaZj50bexRUMXsv6c83Lb8qUPPp/nfNKT/OYr86WDFDynaL+y/h4ioFTUn8JGc70cRPWn8icicCyFWt9naItKfD2NU/ytsgz8Wrqjf0YhCJmkUVmvZbV3qSb6S3LZ6z5bXrJdUQPLKhDG6L4S+hp7PVwrIXK+7dfIvrqXiD+wyCyxl21f4aRBubz8G3zwM97nExh5zWZcOdJTqc5SoZ+7N0U15VJBFMVnY/CKCdHUQZ5Xr/ZN8fVRcOgbWg34MyMOV+GgYkRWPPWUw1t2O9udHjcLuWvb5EFR1Li7PYq76qyQtq/pltyF40msWcFzw6kF8ErPZGh+QabLiWJTWcSWJTK2mtm+Pwf3ZporS9dUIsjWZ/5Ly1Xu61GeMFZ5jQ/r+JdK1tqMgA4G+mk2Kr9tm02JvAOPf+pD/LoiBGh0b22xlj9XqcrKwbI6WAo56d50fxtH/hhEQFB9FkExXHd/n7Dh81HgEanMs8Bwf1NM+8l4A2tHelY+Z1ZG5NqwXuN0Huirv8FTkO3ltuhA3691ZYauuD5XPybDd9KIXAf3xsTppspV5cwPyD+S1rmiBfb8MRtWPHKdkHn5xc4/jVdbvMdnsxuOg6RBC+QAGXi9fB+v3EBG1qqYFPurZdv9XSUTfVYXGuAwU+hG5XVVEfFzWgacswAz8mEL0RO0ige01jyyCKgUslpdPHiYRvrFo/IqpPFqofCbf6oBTFbwk1W+E/t6jOcxmAnC9qs9eSRY2zvy9sj8XTRa8gqqitM2Pye8H4Kr422uD84B5h6sqaCpcCyP1eLnwtFhdIfcVJ7xGCRvJjNlkwL05pA5VPoqh3Ust/UKbT2cbq8ivFDSjY1U1ZMxP/TZrTKthRb88NlkoDsr/Iwiqit5XM9DuZ/Sgr9/bhzF9GdVHjPq88Stz8b7ReawxpDCnf6WG2aV5cqjV/8/tUfj+ptaRRvZ+FumrMYweP4wz12QAfMKzXDjc7UHoSggexNDv6ETv57IgfzuL7M04xo73YvCm3OaLXjN/rMWOwFdR+G1jGK7u76WQwMRHCbhG4ggfWS5mOt8aQ6gbGP06XpXuGmIjw3pQgT8Wy/JdaR0RhL82H9FZIj9zMYszZXc1F2Ug2BxxjH+Xrsz/92MYPp+A7WQU42WP7li6hxEfcSHzRXjFjxLFmxOI2s8s5cvGAt6ygKPCRtKi8hy3nxxGeF8eMf8gJqoC3469Lj2AW6qb8VCTgYXTKMSqgOOjOEL7Mwh/EYNWERQWkf46CvvpUoCbr3F85V490OB6Q56L5vSaHmmYu5vC7C9Vx3SfB33qLk++F97uej+aaMhVBYc2GagohULlEchciWFObbj+yJr890jtrSKDBIf6TGq5cYq8hsLSnQqrDOQnENhrpok+r0Qejy9mK45HXaVHRdd9N3ul0h1x9Vp9d1zt/8Sb8hxXd3s+n0BMv+7I4aa89lRdShtSSGLq2yLa26uCJ1sHOvURL4bfr7qbVFR9F6kR1u8hImo5ZutuTZVLR0XolEvvG8b2qkd4DqqhNO0VwYvTYr5++8hL5v8VEv5XbQJ7XcJzzCd88nu870fFnOp/RX6X2nxjqGpS9/eUCJ9w6E3n2vd7hGu/T4xnVjYWvNyc9biYjg0Ib7dHBE4FhGe/XV9nYGRKzNXdznkxM+IXDpuxDp/cPk+3VwzE5vR+TJa3TQ7Vfb5ko2LgkFwHbMIh1+k6NCCmq5vvlfsYVsvs9YpQsoHEMuXiAX2/K9ZfPuwfF3PmsuXmE6V+e0qDXbiODYjxizJdluar5l8XxPS7pWa+VxnK1/OzasbYJo/dgHE8y5azveoXoepmtEtyM2L8HdXXSIPLr0Z+V/iES3jfGhdTyRl5vOX+7jeOV83U/WNORM96hePIkIgmZ8VsUubptwJi/Idxs8lfmT4yPw78WNaIr5nvHMdCIpqYETPxcRE8NSCiWXNrfx7XzwWVZ/T9Ufm6+jsaVGrOeuiLARE4OymmM3Ib42Hhe9Uh/BdSdZofXxRzKp/LczJwcUrMJKdFdCQgAkvL58T0+/JcVflf30cjf3oOjlf0IzV7Uc7rNs4vtZzK/56DMg+X78Y608K4Thjrmb1oXCuMbVDpXP7dC2LmY4+w2fxiPDEtxk95Rbi6n6nSseuWxysu151Q16OACN8opYpqztgm/B+G5PkeFlOZeZHLpsTUBb/Mo1Ni/j/mYqvJTYuB8mNZSquLyyk1/41X2D4sazLb3Ofl9C27Pi59bl5My223wyWC36TEvJaSxygo88i8mJfntpofeMsvAj+UNZa9OC+ier9TKq9GxdChgNHnTTnzeNi7B8SkOh5mmhjXxVkxXrFdRt5W25T7cUBu3/LxWD5O1XnF+Mz4z+b8pfxhpsv70yJXI/8b50DZ8f19RoS6S/nOHJauGTbh+bS6z63aFpLy/C7bbtgc8ruGxPTSiZETUyddIpRe/rb5b+W1v2p9+naoPpUqmnInIqJn1S71n7zIb5EiCuU/0z3XYJO41R7L73lUhGW3delxMFV517Jmi0Rq/ajbclH6k11wn5cjx6LI/eA3fiF9VEDRsryehsjPFB6XtZCktrcop9faV32/6m/fU1GU+6K2vcnbVHG89HWg4niuRTWxrR5jXNdxqUU/VsZoQ01Im9uqGMsv5+m6n19ax9a1mmXkXR+iv03BbzPOD6WhfSo/L1Wdq63ZRMNWpUXpe1fb/hXHbtlyfnyCabEe5jVPqThP1D6h9naqc0R9YtXzailNti5vbpSq33T46Cx816MIvlK1bY8LyFwKwvt2Er2J7MomuImIiBqwxYHP9lYz8CF6BlQEPtuwKXii9ckj/kYHem0zWLzgqRO8a4j59qDPmYL4uLEHXYmIiMo1sY4PERHRRlhhfdEG/KrVbw3wUR5zGuBVyxEREW3Azgx87iUw9vkYoqVmwe5OY1xOR25WVVAm2m7Uo0r5NFJ63k3JV63ycVKiZ5JqmCKB8d2j6HsvtqJFwOKDJEb9fUh3y2v1Kbs5l4iIaH125qNuD7NI/rLyd8X2l92bbjqVaCsVH2SQulvd5loHurodlc0fEz2jCneSSFzLYE7LIq+av7fY4HB2wXPQy+szERFtyo6u40NERERERDsD6/gQEREREVHLY+BDREREREQtj4EPERERERG1PAY+RERERETU8hj4EBERERFRy2PgQ0RERERELY+BDxERERERtTwGPkRERERE1PIY+BARERERUctj4ENERERERC2PgQ8REREREbU8Bj5ERERERNTyGPgQEREREVHLY+BDREREREQtj4EPERERERG1PAY+RERERETU8hj4EBERERFRy2PgQ0RERERELY+BDxERERERtTwGPkRERERE1PIY+BARERERUctj4ENERERERC2PgQ8REREREbU8Bj5ERERERNTyGPgQEREREVHLY+BDREREREQtj4EPERERERG1PAY+RERERETU8hj4EBERERFRy2PgQ0RERERELY+BDxERERERtTwGPkRERERE1PIY+BARERERUctj4ENERERERC2PgQ8REREREbU8Bj5ERERERNTyGPgQEREREVHLY+BDREREREQtb5eQzPHWc2sCPR/Fgdwckr/mEUoLDO0333sm5ZH4oA9jvy5Cu5aGdiyK3A9+2Mx3t6Pi7RgmruXMqfVwwHfWC7s59Uwq5b8y1qNhTL3jNKfqK1wdRO/fM+aUwfluFOEjT/FoFzSkM3nYnC7Yrea8rXA/iYnLGRTNyca1QJ4hIiKiraMCn1aX+timgjshA5/W8Me0CMr9wbGoyJmztqtczCfT3i4CF1NifmFBLCwsCvGfRZGLB/VjAgTFVE7OE4vyvQWRy86I8VN2Od8nor8Z37ERi/K71LeuppFlmuI/M2JI31c52IbEzJornReTh8zlZTpMaubszZBpvvCHOb4h8yJ61Nymd6bFgjl3K8xecArs9YlwYk7kVJ4xt3v+G5WX5PoPjYtZlY8kdQwXtJQYPynPcVtIzOpziYiIiFbaEY+62R1uc6xF7G5Hhzm63S0+KsB5YQqT76q7BFZYrRbgOQtsHaU96ECHTc6DRb5nhe0VD4JfTWJI3dh4rC+wAXnE3w4g/sCcrKmRZZrkuTa0YQADZ+V4fhSJG2vcy7gdR+LVAfj0iS50vqSPbM6tMbT/PW1ObEQHHC4PbPKfx9GBrbvhk0biCzui16YwcMgBm8ozu9X8IrSscffMc9QLp8pHkkW9/5ILQXkscdDxzJwXRERE9OSxjg9tqXw+Ca9r7Ue7Klg8OPxWHFrenF63HHJ3zdG6GlmmmdrhPTSkP5Y49n0CBWNmTZlrs3LZLnOqOQq/b+Rxw3IWOM/OICdymHl3ncdzPW4mMX16EL4VwV4W6e/Uqwy8nDUeZpPBJV7u2NaPfRIREdHTxcCHtlARi3/4NnTHwvayD4sbveNzO4nobXO8nkaWabK27l4M7pMjlyKYumfMW6GYxJTWi96XzemmKCB5ZcIc397S16bRe8Qlw6wq92aR1APhPrhe1edUUIGdby9r9xAREVF9OzPweVRAoVBAsZGC9eMiCvczSN7WUHhkzqtWVN9XenxJLi+/e2mySrGgIXM9A63eAiVyG/N30quvt0xRrVPtkzldi7HM8hKNfEYn909tS/pOvu5+1VZEm6MXjhfMyXVof9kL+3Pqvkj99KzeH10hjdF3BlHZLECVRpYp0/AxW5MTvtMe+ZpA/IZmzKpSuBZH8ai3sUfJzOOyVh7RvgsieMmcWIWenqVd1M+RlftbM82bJo/FF0PoU8FhlXwmiaQaOelG54qoSPqTE4G/8H4PERER1bejAp/FbBzDb5/BxLVZzMqC1ITfjcPnYsjWfO6ogMyXvdhzYBCJQge6rJpcfg96PohDMwOm/E+D6PF0oqOtHe3tY0jfj6PfP4bIiBvt9h6M3VouIBZuTaD3ZTcGrxbQ4bRC+1p+t2cQ8fvmAiWPsoh90IM9/gmkijZZyMsj+XUfDn+QQK2i8sKdCAbfHkU8PYvUlWF4Onow+FP5kqoluB70vNaBtna5nW/Hkb0Tw/B7q33G9FhDXG3L8QnMWRywF5MY7t6D3i8zqz6qtcwK1yk/nLUKqmuwPldE7HwvOjvaZNq2I3Cl9Nzbyv0pvZP9rh+9bwwjqqdpCqE35HJ/NYbBn4ylGlmmpOFjtg72bj+88jVxMV4j8CogedUK74G1Eqwo82Yf+kZknpDHpZQ3O9+OIFseAD1MYvSNXvR/lTbS6NuBpX3t+euEuf4MJuS0++VdenoGrmSR/qwPg5fCCLS3Yc+bKn3rpbk537UHu3btMoaX+5HQ35TvvV0+340emW9WZ4PnlKpHVK2IuZ9j+pjngLPm42zW/QF495oTRERERLWYjRy0NKNlMQjbyaiY/485Uzcvoqo1qP0hkapo8WpRpEZceota0fIWtf6YEQM2COfHqbLWwBbE1CnV2pVLuI6F9ValSq3I+X8w2lxbTIeES077vp3Xpw2LYuasXG7f0PK6/0iJ0H75XfuN7ymZ/yEgHHK93m9Kn5fLqdat9rmE55TcJ3Ou8Z1qW2q1iJYyWhZr+DNm2pRvn3J3UsiCe9W+bIBME5VGgEx7c1Yt898ax84Xq2q/bqFey3Y5ET1WLw1K1l6m4WPWEHW8SvtZyi82MZSsat5Npq3/gnnkf4sKX530WUwOCZvNIwZ+mF/OhzLvDO2Tyx+aLDu2plJaj6yS0pmwcMplnPs9IvjjghCauf7yltJK81akeel8gfB8NWfOk/R9cIlgvGw7N2RWhGT+V2kW+tmcRURERLROO+qOT+BtP+zPmRM6O/znQ/DcHIZvJLn8yNftCQTPp4GzwcpK1rs96D1tQ+aTcFlrYFZ06FUL0ug8EYCq9u0a0bCwsIjoMfXbdAYT7wzLdwcQPFZeB8ECj+8MbLdHETbvNGT+OYDhm8DASFD/HkMRWmYaWbnIwqOqR4xut8H/kdwnc1J9p/011RZYHFqN1sra1H8NfqZwZRR93+XhOR2AS29Vy7T3MPqOyaXPxeQ+bb22iuNVxrqVLds1fszWzwrviQH5mkfkWmo5z0mZn+LoOrh2wwGFh5reaMTY92ksNVmw24XDR+Tr1QTSG7kj9UKHnicyRS8CR6zAS35M/bGABW1oOS/WOxYyXVwfRyEDZSRHQojp6y8ifSkCSyyK8aN2ucQmrFG/h4iIiKgROyrwqVmI3tsJVesi/3kcSfP5rfRPYf0xIJ+zc0WBzb5XNY1dK7DwwPVaqWaGaprZ/OTNBMKqEv2xrpV1E160Q/+2e+oxszQSF1Qo4UOXo3xBWdj+VAVSC0i+6zDnlXjQWfV4T91AYUkjn8kj8X1EH/O8Vl7wV2wyUJIv+dmawVVLaPiYbYzlgFdvrjv/WQyJh+ZMmeOSGR98Neq3VLMdm8B8OoX5b8oDWOm/1H+baQ1PkoHXUi7bbUUpG6/NDv9XcYReiqHvxCji3w1iGCFETlTnn/Vbs34PERERUQPYqpsqyB9VrxPI3FGveWi/GCXH4i/TiFyKVAzTD90IXwjDuaLCvhVtNQpleW1WfqNUnMN01XdFri3ALb8rvE+Wgh9omNUX7IL9RfVazujj5smV+TRol9WrE9qNqm2Ww5xVbvMFL+zld4JaSKPHTPtpDGOf1xhq1ZcqZ/Gg9wN1H0V+n7ls8foUtKO9lYFMXVbY97vQdj+OyLl+9J4exujnE5j6xXx7M55v23g+2+3CwJchuG4Oo/cfDox/XKN1tnVbu34PERERUSMY+KzC0d2HwKlA5fCu6ohyYP0VqV/xoK/6u04F9e8aOFJe3F00X7eDdriOVm+zHPQ0CMC1db1YNl2xgZbIVizT8DFbP+fBPv0RssTlpAwzC0heLsDb3WCCFjIY+1sHOt5Jou2NMKa+CmHobBC96k5co4oNtmq4ThaZZp79Ntj+HULo+43fFVu2Rv89RERERA1i4KPu8FxRr0E4X1GvNjjMDje1/GY7fZTf5nAbdSTu5ZfrY9Tyoh1d+s/ZWWibaDWsORxwvqNeZaF8M49NbbHGQ8Q0xspaf6tteZlGj5n9iBEErxgaCYr2+RA8JF+vTiB+NYmE1QdPQ3FPHrG3uzD4kx3hr8fhf7XOhx5mkXlQP9jLXwlg7JY50TQaYu9F0Pl9FvERO2L+PozeXDvgXBXr9xAREVGT7KjAp2aHmPfm9PoDtrPLBU/nkaDe5HD8eu1mmzOfuzHaaKGxVMC9kkRmqT5HmdtjcH+mahS54D3nkq9xJDM11vowjv431iq8N4sVnmND+mNFiXStJogLiL/Zh/gT2BjL7jpNGMjjVrtxBSts1R2mygB2zhw1rLFMw8dsM+zofSsgXzMIvxmG/binscfCHiQxpT+GeBjuivpAqrNYc1S5F0fohpmPXrDp9djK5e6nzLFmKSL9ST9SR8Pwv2SF6/0xhPanMSxf0w30Q1VP/ucE6/cQERFRU+ygwMeG2Dexqr5wNMRGhpHcH0L8fFnBc28A4zE/bJfCmPh3VRByP4aJ7Bn4XzenqwucK9gR+CoKvy2C8NfpqkBKrv9iFmdOGHeYnG/JwmK3DZELE1WFRVmo/DoC29veNes4lIK7mkFeHbU+Y+keRnzEhcwXYbOVrmXFmxOI2s/Au4kKF8U/Fsyx1e/bWB1OPQgtPCpfTqbHtxNGgbiwWPUNFtgd6hOp5cYX8hoKLkdZ2q21TOPHrCH3NczKdc3qdciWWbtlgCVf87ZeeOo2apDDQvkGyCDGoW+knF+eR/IJxK8YW6+Oo0pfS6nRihftcKm3ftHMwLkA7W6veYfTVFysGeQ3poDsPwPw/Uvuj2oRTtntwtClcaPFxNPV512jCkhdi+tjrN9DREREm2Y2a93SVD8+zpGUWMiMi8CpsJhKz4m5dFSEjrmE92xUzNXpk2XhRlj4X3UI30hUTCdnxNTFoAiULZ/7cUB4DrqEXfVtIgfbqx457RHjtfoa+T0lwiccwnEsJKKJGTETHxfBUwMimq3q4eSPORE96xX2vT4RjsvlklNi/J2AGPhR9c6SE9Pvy3V0O4QsBOr9mji65fT70yL387i+btXfj9oW7HXJ6QExndvIZ4xNUf2zzMUGhFfuV+DilNyWaREdCYjABZmW5hLrMXvRSJ+KdcqhlG5qWJl2i/JzPmG3eUUoMSfmszNi8mxAhP41ZfRLVNqfi2U9Hy3Oi+gpu8D+IRFNRsXQoYCYqu6vp5FlGj1m9ejpu5w/ZEAlXHIfB34sJfCimPnQVtY/UylPyf151egLSg32/UbalD63KPOxX75vOxIS09l5MZeQ2/XOuJj9fVaEu9V8eYxOVPZNtZAcEh6bTfgvTovpiwHhvTBr9q0zK8Yr1mdso54/9PcVMw/tl+lVtsz4z8Z8197S/tlEIF76lPzepeVLx1huo/luXXejIqDWr4ayzxt505gfiG2yDykiIiLakXap/2TBYgcpomBWYrfsti7/Kr6KYqEgPyU9Z4V1sy2ZPSqgoN9ZKWvyupbHcjvNfnssT7RFt1qW00xuzDqaOG6i8vQwj1vpuNQ7jmu9rzSyTMPH7AlbypdV26UaabDU2s6lNNxe+0FERET0JOzAwIeIiIiIiHYatupGREREREQtj4EPERERERG1PAY+RERERETU8hj4EBERERFRy2PgQ0RERERELY+BDxERERERtTwGPkRERERE1PIY+BARERERUctj4NPSCtDuFczxZpDfd1/1/E9ERERE9Gxh4LNCEYVCAYVnvnyvIf5mH2IPLeZ0c+S/68OZnzRzioiIiIjo2bBLSOZ4iyoi8/deeD9IoO3UFGa+8cFuvlOueCeOsZFhjP9sxeGjXch9PoXi+xFMfuGtuXxD8gkMvjGGzB8akjc1+GI5TJ2wmW9upSLSnxzG+N5JRE+Ub73cji/jyGwgqHMcHYB3rxrTEDveB+2DJIb2NzeoaqZiQUM2o2GhrQNd+xywbtWmmsc4pSWRvqdmhJASQ3DpbxIRERHRtqECn5aWmxJ+uZtqV9UQSpvzyyymQ0IWVAX2h0TqDzlDTsvwRC5vq7n8ei38GNTXLQMfc87GLC4siEVzfDW5H/zCdiwq5s3pJZmwcMIufBemxVxuQSwsmN+mTQqfvr9eMZ4x17Go3p8XqYvyu1Q6/Kwvabg7Kby2oJj+3ZzeTv4zL6be9wjPu1Exq/ZRmxGhIw7huzgrFsxF1mdBpL4Ji+m75uQKi3o6TZ91mnlM5iHzHSIiIiLaPlr/UTerFfalmyxe2F4wR5fkEf9iGGk55jvth2u3HNktP6O/Z4dVTW+S9U8d5thmyO18O4D4A3OynkdJhN/L4swHK+9spX8Kw/7tDKbOeuGwWWXSGLdBineziKuRgz5491mhz7Wo9+1wvXsGAXjgeFHNNO3tw/DpFIa/TmN7PRFYQOI9N3rv+DF50Q+n2seXPBiKjcP+aRe8f8+Yy63HArSfBpF5aE6uYNHTqcu54fuCRERERPQEtH7gY/Eg9MssohcnMX03ioD+uFY5DdplY8xhNwuvrwaR+mMBC3+kEHzVmPX05ZC7a46uQrs8hjFnEP4Vj6GlkUycweCxlQX07K2o/mrr7qr5WF8bOtFR8YSeBa4jfcD5EKL6413bxO2IDMby8J08XLkfuz3oO+dE+oMJxOsGMHU8zCB5xRwnIiIiomfWzmjc4AUn/O8G4N1rNWfU1vacOaLstjblbk/T3E4ietscryuD+MUEPEc9KwOYm0lM+7xwrajromH2el4f63vdob9WKCwgJ4OlFd+3TwYT+xKIXd8+DR2oO1oZ2ND18sp6VB0vqn2LIHrN2NfGFJH+Oiw/RURERETPupYPfIqqhTY5aDJwSF7PIF/+bNYj9d4CFs3JxQVjWTVs7hEus2W4RpuGeyyXv59B8raGwiNzXrlCGqPvDMpC/Rr04MgJ719W3rfJL9oQOuE0p8rk5XqvqRE/3K/VagGgHc6TLhlOVHPCfQRIXk7K0Gk70KBlVFDjLnu0cZntz536azwz19ixLeaR/KwXvvPqIcjKvFHzGNXySEPmusx3N7PIr/UZmQfyd9Iyj6p8mkTmfo08WDTXr/KKWubB8hJFc176Th7Fx+ZMIiIiIlrS4oGPLLyOeNHV3o49zh70eEJIlj3qlLnUi97jIcTM6cg5NW3MS67nxkCJLOgmPu+D2zuMqfQsZtNxjJ4eRCyTMxeoVkDmy17sOTCIRKEDXVYNE/496PkgDs0svGa/60fvG8OI3ldTKYTekPvxV2MY/KlyI7VfUjI4csPxkjmjjK07AE95PR1TUX5G3/+DHjhrBAywuhA4UusBOMD+mh+4JgvgG0mrpstDa+SRtPt5meprUC21/a0Poz/KgMWcFRsp5Q05XFojBH2sIS7zUv+IDApVAPWpBx3Pd6Dns1p1oorIfj+Inj+3wX0+aQTm8jNT7zlk+vYjcmf5E/lrIRnUtqPd3iXzcg9CN+Se3I9j8Hg/hq9r8mNJhLo70PbnHozeXLkmIiIioh3NbOSgtd0YMlvc8onob+a8JSkR0t/bZKtrf8jv6bYJ28nq1tTmRfSkrcb3L4rUiMvYJs2cpfwxIwZsEM6PU2UtuOVE9Fi97V+WGpHL2EJi1pxuxOynxrbZPl3Pp0zpkPxsVYtvdS2K3M8zYia5weGXtdpkU41Ir5JG+rauM31Kn5HDWq375WI+c1mf8J8KVB7TpVYCvWKyonW4Uh6Q71W3wvefWRHer7bXL6Yq9kfmp6PGNvlGQiJwqvJzqRHjeOLQZFU+JCIiItrZdkYdn+fazJGtUkRyxIfh650InfdX1Yexw/92wBwvc3sCQfUY1dkgfOV3aHZ70Hvahswn4bVbcKuQh/aLfDlgR+NtyK1Rv2ctL9jgkevN5da8hyJZYKn1JF2zPNCQNUdXJXd3a++FxNF+bBz+8mP6oh1ufSSBrFa2dpkHBsxH6QbeqmqF7zknfKd9cntjCF0uv8Mk87JZFy1+Pgffxcr8Zt9rrAlXsyhfFREREdFOtzMCn632MIHY5yqA8KBzRatxUo3Ay6iID/icnUbz0WWMwmsc2roCnw1Ys37PGixtUM1F5B41VsK2vuqBp3uDw6urN0yhgrDaD+Q9ab5V01J7uBwkZq5H9WbUVb5x2Fd+xv5yl/6aSS8/clfhmBtddRvg0JBfbwt2RERERC2MgU8z3MsaLX/Vav2sJnV3xijKFn+ZRuRSpGKYfuhG+EIYzhV9DjXXmvV7niUyCGs3R1fV8DHaakUs5Ep3cuYw9vZy3a2l4X2zPbktvVVGREREtDMw8HnKHN19CJwKVA7vDmDg7AC8te4elSk22mpcHWv13/NsscF20BxdzQtmB61PnQVtz5ujcGP42xnM/KtqSM+rOngQ3/pqtKpHREREROvBwKcZXrTDp15vaKjXflslGxwuo2lpLd/YJ1ZKY+zteNkjUFbYVL2SwuJS89yr22T9HiWvISVfumq1H71CAYnTe7Br164NDXvOJdeom9MB+z71WvsRwbw2q796nA798byNS2N0Vy9iTXgM0b5XzzVSSuYDc7QWNk9NREREtGkMfJrhRS8C78jCfz6F2XvmvDLFPxbMsWXOI0F45Wv8eqZm88qZz90YvWVOlIKacjJgmjNHDRa0d8hg6ppWuz5ItQdpJDZTv0cqLizIdXlga+iRPCu8X5l3MDYwzF/wrHGnxgL3oSH9zsjcbytTIHdfhWhe+LvXcW/LYkGNno8kCyzlnd1ukE3mgQE9ZsxjSuaDmm6PoevN8gCXiIiIiDaCgU9TyEL9uQkE9iYw8W1VXy2P0hg7P6aPFh6V3YvZG8B4zA/bpTAm/l0V+tyPYSJ7Bv7XzWlZ0LY7VJiUWr6bkddQcDkqHoFyvOqR/2eh6X3+rK7wcxJxNbKJ+j25+7KwbqvToMNTYOkOYOwYELucrAwUijLI+yEP29kB9K1nW19xwmumTTJjthl3bw6pQ02qE7Xbg9DVsL6OzLkgRqvyQeF2BP0nE+h7z8tH3YiIiIg2S7S0Uv83VcNIynh3qe+VymHD/fn8nhLhEw7hOTUupjKzYjY+LoJvDYmpb8x+hGzyvYMeMV7W783CjbDwv+oQvpGomE7OiKmLQRE4GxVzf5gLlCzOi+gpu8D+IRFNRsXQoUBV/y7SwrQIyvUEf6zV5436vEdfv+egS9iX9tcuXPo8ObxV3QfRanJi6qT8/NmZsv6GtgG9PyW78Hw8LXJqw36fFdF35f6q/m7+YyyyHovZqBg4JNMdNuHo9gjXoQExXd5Hz29R4VtKy7JBz2N18h9CwsiBpoU5MTUSEK69ELZXzWMh84TrVFjMlGXFevlV72No1e0gIiIiol3qP1lAomZ6VEBBr5dhgdVqAR4XUdCbfDanaygWCsadouessNZtonh5Octua43HrVQ9mnYc3j2DxTUfDdukh3H0/ykIW1JDqHtL17QhhTtpzGY15C022O1dcL2yuZo9xjFE3ePXPHI9hSexHiIiIqKdhYFPq1F1QpxZDP8+Cd8WNodduNKP9gsOzKYH6tSDISIiIiLaPhj4tBx118eBCWcK029tVSPVGYw5vchd0BA+yDsTRERERLT9MfBpRQ8TOPNaBO70FPzVrcE1gfbPw+jLDyP5sWtrH6cjIiIiImoSturWil7wInylC5E3R5F+ZM5rkuLNUfTf6EOUQQ8RERERPUMY+LQoy/4hTH9lw9Q/q5rX3oxHSUz86MDkN35s1UN0RERERERbgY+6ERERERFRy+MdHyIiIiIiankMfIiIiIiIqOUx8CEiIiIiopbHwIeIiIiIiFoeAx8iIiIiImp5DHxazb0Exi6lUTAnd4YiCoWCPhQfm7M24/Hy9+lDk/tCIiIiIqInj4FPq8mnMHhVa17fPdtaEdnvB9HT0Yb29nZ9aPtzH+IPzLc34tYoOv5r+fv04fld6LucNxcgIiIiomcRA58Wk0knzLHWV/hpEB7/GOYOjiOlzWPqHZsM/LLQHpoLbMTrA8hkZjCTNIevAvrsptxJIiIiIqKnhoFPK7kfQ/iLjDnR+rI/TyAPD0Lng3C9ZIfvKw0Lf8xiYJ+5wIZYYNvngafbHJx2cz4RERERPcsY+Dwpj4z6Ivk7aSSvZ5A3n0UrVE2v8LhofiapD5n7hZqPsRVux3DmRB9i6omsx4tYKKujUr580Zyn3Ta+L1t+d8TcxsL9jLG+O2U1hUr1XvJZpNV2PDC/9WHVtK5UR0ZDRn3PrfzyNjwy593MIr+pujN5aHfUqxVtFn2GZIF1tzlaS2n/trLOTtFcR8HcY7nOte4W6ceE9YiIiIiIthQDnyckc6kXbkc7Ohxu9HhCSOY1xN90I3B5Fsm/d6GjzY3RW5XBg15/5c9tcJ9PGoFRMY+p9xywv9aPyJ3lZTNf9qD3XATJ++aM9BjOHO9Frz6odZnzkUHE54ajvR17nD1yO3oQv2e+JZW2sd3epb/XczlrviPdjqD3gAPtHZ1wy/dCN3LQLvfDfTqO2Wtj6FLb+VnGCHDySYQOdaG9fQ+61PdcSKLwWO7vuV70jyShyf1IfupBx/Md6PksXRGYrS6LCU8Hdu3aJYcO9F1W8+Lo+7OaNoaON+MyJKpUvD2B3pfl+88v19nZ9bIb/Z/LdG3KI2wF/Vgdfk1uW5u5jvY2uY5OdL7cDvvnte7CFZD+XKaf3K62pW06jMHvs+tIDyIiIiJqmKAnZ3FGDMgkB3wifGFADN1YFOL3KRHQ58lhJFVaUKRGXMa8Y1Exb87V/WdWhPfL+Ta/mPrNnKfLiegx83vkZ3Lm3JpuDBnLySGUNuctSYkh873l7SlZFDNnjfd8F8Ji4OOUnLMgpk6ZyyMkP71s/lufMf9YSIROBURUM99Q0iFh0z/jFZN3zXlrWhTz6Rkxk1TDlBg6qD7vEUM/lObJ4ZcFc9mS5e1zfjwjcgsLYj4zJcbf8ujrt52cWj2t5Hbq+xurv9T8N165jE143hoXU8lZMb+QE3PpKRE6YtM/uzId50X0pHpPfub9STGdmde3yVjeJnzfVBxxIiIiImoCBj5PVEqE9MK+HA5NmgGNDHIueIWnOyDGMzIQUjJh4TKXG/iXOa9MKaBwfjFrzlHWEfiYhXk11Ap8lrZxRYFdvjtivlcWsCymw8Lb7RGBr2bl3izLxczARw7BRNV+/BYVPvO9Wvu4ttL++kS0IgBcaTErA50LkyL1uzlDp4I4FWg4RThjzqplzcDH3I5XwqL8aOjuTgqP2seqdJz9wghqVwY4ZlCLgJiq2FYiIiIi2iw+6vaUeI56YFSbt8B1dhozyUkE9xmVVTLXo0jrYx447EsVWJbYX+7SXzPp7IrHup6Ygz549hqjlv0DmE7OYPIdp9ybWnxwv1b7HUV7uLW9Dlle8SF4NgDXC3JCr4Oj6hmlULB0yhkZpLKbSUUbHC4Zpt4JY/ijGNL35feXnlXbG0A0k8L8u/L9JWkkLsiju08uf6q64QQnfG/KUAkRpDJ84I2IiIiomRj4PCXW3W3mWLUiFnKlOiFzGHu7Bz1/rRrejxhvW+oHE1vO2oZ6e7D9FKBdncAZ7x6zDo5R96j3k6T5/uY4308gdeEwFi73wW2X399m1CHqeXMUyaIddqu5oPJAw6yKs/IRDFYfVzn0X5zTF9vqYJCIiIhop2Hgs+1Y0Pa8OQo3hr+dwcy/qob0vHpEEeJbH2zmklSPakSiC3u8Z5CAF+PxWcwvLGBRpl8u5jOX2SwrXGcnkborsLiQw1x6GtH33LBnI+hzdWDPm3G5FVVsTrgOeuGtHt4YRPjCOIIuHlkiIiKiZmLgsw3Z95YK5Cloqz2F1UCLZPnve7HrE+PBuUYtmq8t4VYMwUsabGenMZuQAcVRJ+xWa51H8jaigMR7Hdj18jDSRRm2Wm1w7PfC/24YkzJAnf/GB+1SELFb5uIvOuBW/Qzl7fC8O4CBsyuH4Ft9cL9kLE5EREREzcHAZxuyHQliQP/BP4+p63U6JL09hq6KppstsKo6LDXYnltHMf92CglztJV0/KkD5U+cKYuPmvE4WRGFvDwK90YRvrzivg46bB3y/zwWl6rsOOE77ZWzRjE8kpRhU6XCT2dgb29H3/ebqXdERERERNUY+GxHuz0IXQ3DK4OfzLkgRv9dWTwu3I6g/2QCfe95yx51s8LxF1mgVi6nMKt3iFnEXCaDwH6HPnvJK04EzQ8u/FFWif5RFpFvs3AcNKcXF9bsfPNJy5sdryavpzCnJ0sBc+nSvDS06o5AX/dicL9Kx170fh5H+o6G7M0EYp/0oudto46PljE+n76v0qKArP5d5pAxgplCNrU8r9Z6pPgbPfo6krc1vYPY+Jf9OPzmBLA/hN7XzYUk+1vjmDplR/qzHjg8g4hcTSN7J4PEpUH0vj2B/N4gAgf5qBsRERFRUxmNu9FWW24GunJYrX8YsTAnpkYCwrUXwvaqR3gOyuFVh3CdCouZmh9bEKkLfuGwye/e6xKe/S7hu1jZxHTJYmZSBA/ZBWwO+b0+4Tsmv/tEWKR+n19uFlsfzOaiy5rArhhqNZ1d1lR1xaA361zW7HbFUNkHUG2zIizTYuVnS4NNBBPV/fhIC7Ni0uy3p7SsSs/AhUkRPuFYmm/7WG7BL+NLTYnXH8rXkxNTJ+W8/QEx8I5X2CuWswvvO+NVzWiXLIi5eEj4XzX7+llzeSIiIiLajF3qP1noom2viEIBsFobe2ytqBbebYXlOXNGXep79copKH21/tmm1oPZPtS+Fcv2tSkeyzR8bKlIv6J69LDRlajPP2r82BIRERHR+jHwISIiIiKilsc6PkRERERE1PIY+BARERERUctj4ENERERERC2PgQ8REREREbU8Bj5ERERERNTyGPgQEREREVHLY+BDREREREQtj4EPERERERG1PAY+RERERETU8hj4tKpHBRQKRXOCiIiIiGhnY+DzROSR+KAHPa492LVrlz6M3jTfalDx9hgOd8jPvtyP+H1z5goFpL88g8Mvd6DTP4zQe265fC8mbjMAIiIiIqKdjYHPE2GD5/wUJj/wyrGNkIHTF4NI5OXovQh6v0sbsytoiL3hgPu9KVhHUpj7cRhdxYxcPo4zn8blNxARERER7VwMfJ4Qi9UKu8sNtzm9PlZYX1wOmbxl40tuxjDwnQpvAjhzwi5fLbDajOVsNqucIiIiIiLauRj4PBMs8HyaxWxsHJOJeURPqcCmUl6bNe7qHO007ypZ4b2oYWFhAdpFr5wiIiIiItq5GPg8M6xwnggicMi+ehDzHNBmjup3fay820NEREREtKMCn2JBQ+Z6Ekk13Mwi/8h8o5zeGloB+TtpfbnsQ3M+iiiY8zL3C3JqDY+LS9+RvpNH8bE5fyOKxjYV7meM9T8oX7vcLvneQmlfHi9iQS2rhlr7R0RERES0A+2MwOdhGmPH96DN0Y+JXwv6rMLPY/A9vweHP0nCmGPIXOqF29GODocbPZ4exO/JZW9NoP/4ICKZBRR+jSFob0dbvdbVHueR/LwPnX9ug/v8FDT55QuZKM78zY3+f8xWrKtR+WsheP/SjnZ7l75NoRtl35JPInS8F2cupozpK6MIyOleNVzKGPOIiIiIiHY60eq0qPDbIACnGLqxaM405OJBYZNJ4Pp0VlS+kxJDcr5KnoFPQ8I3kip7Pyeix4z3bB/OVH5ucV5MnrTp7/m+mTdnliyI1IhLf08NobQ5u2HL2+SL5cx5y3Ixn/ndIbkkERERERGVa/E7PgUkLgwgpmr9Hwwi8N+VtV1sR/sQkK/pjyJIVt2KKdWTGbtuRehjV1k9GRvsrxlj+VsacsaoTvvuDPr1ltUGENRbVitnhevgYXN8Y5br7hARERER0Xq0duBTSCHxtdmDzT47OoyxMnZ0HlOvE8jc0WesdKALDnN0hWv5sv5xMoh/lTBGj3bBzhYFiIiIiIi2jdYOfB7mkDVHcWUYh//ag56KoQ+hG+pNm94a2qbkNczeNscrWlYjIiIiIqKnrbUDH0vbctPPb4xh5l8zK4a5nIAQOQy9bi63UVZrjTtKRERERES0HbR24POiHV1Gb57A3VzZY2lVNtPUdInFDsdBc7ywiEVzlIiIiIiInr4Wb9zABf+I1xj9LoHUUp885QqIv92B0Vvm5IbZcfiUzxi9lkam1roeMxwiIiIiInoaWjzwkeHIW+OYftclxyIIfhCDVn53p5hH4nwvhjGBwGYfdZNsJ8KYOqVac4sg/HW6os+e4p0I+k+NmlPA4sKaXaASEREREVGT7FJtWpvjLS1/fQKhv09g6qci7AftaMMicrl2eD8KY/iEY6kuUPqTXXCfNyeW+BD9bQr+B6PY5Ro25y3zxXKYOlF6pq4I7eoERkcmMP3IDrfDikKhAOu+AEIH5tD5t+XgB8eiyP3gV00rrCr/fS86/HFzqiQE1bOPC2mM7nLL4K1a6X0iIiIiItoxgU+FRwUUnrPC+gSanC4WirCUVvS4iMIj1Q4C27omIiIiInqSdmbgQ0REREREO0rL1/EhIiIiIiJi4ENERERERC2PgQ8REREREbU8Bj5ERERERNTyGPgQEREREVHLY+BDREREREQtj4EPERERERG1PAY+RERERETU8hj47DhZRI73IXLHnCQiIiIi2gF2CckcpxZVuJNGKjOLnMWBrt1ZDP41i4E/xuHdbS5ARERERNTidlbgcz+G/rcj0MxJxX5yEpMn7eZUfcWbY+g7n0DBnAYs8I5MYWC/xZzejjTE3zyMyGsRRN9xwSqnI2/sQX9xEvM/BrD2XhMRERERtYadecfnQQy9f+5DXI2fncHiBY8MY1bxKI3Rv/kwfD0PHBrH3I9BOJ4z39u2ish85oH3t0FkvvLBps/LI3a8A32XAV8sh6kTxlwiIiIiola3M+v43J9D6qQfPjV+L4+cPrMeGUB8GcXi/i59ynnQ/QwEPdLDBCY+SqP3iNcMeqTCLFKXfQiN+BAfiSBjziYiIiIianU7MvDJ/JxA38kA9FDmioa8PreO2xOYeKEPXYWEnLCh1+U05m9zhXQSERnauR3L97KKPycxcdADX7fc8zvDSNw03yAiIiIianE7MPDRkL3hgPs1O+xH1fQstAf6GzVkMHbRiqFTcqmv1XQvnK/ob2x7WRmwAQ7YXjSm1Z2r1LUx447VS3b9blcqW17biYiIiIiode28wKeQReqRB05bB2x71YwUtDq3fLR/yuDhvQDsv6ag7vfgmBtdVv2tbS4P7RdjrG3psbwM0t850du9fMcqUW/HiYiIiIhazM4LfGQQM9XdBTssaO9QQUAeudxyW21L7scw9jCI4D4ZAP2S0uvDOF2O5foyDVKtwR1+uQM9HyRWf6Ruq92W+w0vPHJ/iIiIiIh2mh0X+Oj1e1536OMdLxqv2fyC/rpMQ+wLDYH3nTI8KiCbVu2/bax+T/Z6GIl7eSS/T0F7bM5EEflbSSSvb3D4tUagtobM9Sgyx9xwljfM8KtW0bQ3EREREVGr2mGBT6l+j1Hh3/bnTv01+VvlvZj85TFoxwfg1BfLIrWJ+j3Od1NIJWeQujEI11LQYYHliXb/o2H2agaBbvfqzXYTEREREbWondWPTyGBM8dzGPiX2XlnqT+fY1HkfvAbj7E9iKP/KyvGPzX79rk9hi7nIDLly2x7pf56hpASIbj0/UyiLzcJn9qB0n5/nIIYcRkfISIiIiJqYTvrjs9S/R7Ti3boD7tdLj3yVUDiwiz8Hy13aLqZ+j3bReHnpAzuVIMO5gwiIiIioh1mRwU+5fV7DDbYD6rXOeTyQPFaGImDg/Ds1t+UNle/5+mR+/Waes0j97CA1LUIPN3O5YCvuCj3DPDZGQkRERER0c6wgwKfyvo9hnZ06E1aZ6HdSyL0fReGj5S3V725+j31FZA4vQe7du3a0LDnXBJF85vqsb/il//nsJCfRfJrJ7yusoAvryEJJ9zOpVCIiIiIiKil7ZzAZ6n/HnNaZ0XHn9WMDKJn4+g876t8nO12E/rveZxH5noS6fvloYoV3q/moapXbWSYv7D8KF49tu5eBOTWZ/4RR9TmhftV8w1Jy6aBfb3wlM0jIiIiImplOybw0a5EMGFrR5s5XdLxklt/tZ8egP8lfXSJ9rMMHOTrZur3ZL70osvTA7crhPRSc9ZPwAteBD91YeLLCeCtw8styhXTiH01B/85f2XT1kRERERELazFAx8NsTd70PNaB/a8GQe+65UBSA96/5k13wdsL3fBfjKK8Enzsa9CEqPH5Wf+6kbP20l9VuaroJzuQf/36+/1xr7PA9Vumv2QXM8TDTQscH44hiE51l7IIa9uOD3MIHZuGMnjcUyc4GNuRERERLRz7KzmrHeaexH0vJxBMBuANZtF3mKDw+GG8yX25kNEREREOwsDn1Z2cww9cQemLnix0SpKREREREStgIEPERERERG1vB3Vjw8REREREe1MDHyIiIiIiKjlMfAhIiIiIqKWx8CHiIiIiIhaHgMfIiIiIiJqeQx8iIiIiIio5THwISIiIiKilsfAh4iIiIiIWt4OCXw0xN7uQY+nEx27dmGXNyLnEBERERHRTrFLSOZ467szAbfjDLRPZ5H70GnOJCIiIiKiVrejHnUr3M0iLV/7XncYM4iIiIiIaEfYQYFPEbM3JuSrD10OizGLiIiIiIh2hB0U+GSR/k6+HPTC9aIxh4iIiIiIdoadE/jcm0UyD9gOdMJuztIVCygUiubENldnW4uFZ2gfiIiIiIiegh0T+OQzSSTla99+s1GDxxri5/ox+H0Kya8D6HojDhkXral4cwyHX+5AzweJhpZvmvsx9J+OInmpDx2eUaQfAdqVYfS/N4FEZhap7wLY4xlE4r65PBERERERLdkhrboVkTzXhp7PfYj+NgW/NYvIB2No+2gS/vwoOlzDyNtCmM0NYa223jKfdaDrI3XraAip30JwPSdnFvPIpOewYCyybh2veeB4wZyoqYD4m4PAhUn47o1il9xeV7cXnW+NY/JE6f5VGsO73Ih8OAPtUw9Yi4mIiIiIaNkOueNj1u/Z54bDpiH2nhn0vCTn7fUgdCGMycvBNYMexfluCqnkDFI3Bo2gR7FYtjbQKKSQfOSBWwZHhd9z+qzifw9jfCnokYqLMrwD8g8KMkwiIiIiIqJyO+OOz70Iel7uR/LUEELPFeH8KAyvCnqeFfcSmPitC8FuG9KfdMB9vhOTd2cQ2Gu+r9weQ5dzEPhiFrPvs48iIiIiIqJyO+KOT6l+jz2bROqxBVo6jfyz1BbAXq8e9AAZpOJ5YJ8XXeVBj6T9nJDv2tDrYtBDRERERFRtBwQ+Rcz9HJOvPoQupzD9RR8sV33osPch/sBY4pnxIIvUbfl60InKLlg1JK/I0M4WgGufOYuIiIiIiJbsgMAnU9l/j9WBwNsBIB9D9IbZLtvDNGLXN9FG28MEzry8C7t2bWTYg8Frjd1+KmRSiMvX4IGuyjpF95KIX5VxzykP3OqNOwnEbrN5ayIiIiKiktYPfO7Nrei/p7hoBAUdu43wIX8tjNSjBpsneJxH5noS6ftlgcULXozfFVDVpdY/zCN8sLF1Z29Pyf89cDqsxgyTdj2GBGw48zejNbf05RBybNeNiIiIiGhJywc++Z8Tlf33lOn4kwogNExfdsB3sDKYqCfzpRddnh64XSGkH5sznwizfo/Ns6J+Tz6v9jAAz3758jCBqDaIPj7yRkRERES0pOUDH+2eejgsALdz+Q6I5UAfwt02zKpGD74cRfqEDBoavEFi3+eBS70e6oK91Jz1k5DXMHtbPc7mqqrfAzgPhuQ25TF3M4HRj5LwnvdBNYVARERERESG1m/OulhA4bEV1t3m9JIiCoUi8Fyt97anYqEA7LbCUivgeqT2UwZ19d4nIiIiItrBdkY/PkREREREtKPtgFbdiIiIiIhop2PgQ0RERERELY+BDxERERERtTwGPkRERERE1PIY+BARERERUctj4ENERERERC2PgQ8REREREbU8Bj5ERERERNTyGPjsVPkstEfm+JP2OI/s/aI5QURERES09Rj47EgFJEY6MXhFM6efrMLVEDo/iOPprL0Bj6qCssdFFBinERERET3TGPisQ+bLHvR4OtGxaxd2yaH3+7z5TiOKyPz9sP7ZPW9WFvrzPw2i569u7NnQ926ELMg/NEfruR9D/1/l/pYN/d81FqoUb46ht+KzhzF2czlyKD7KmWPbjTxGn/dh+NIYDr/cj/ivGUy83Y+xn1JIfd2LPccnkGl2AHRrQk+jzg7j2O86HsNWH30iIiKinYiBzzo4T00h+kUQbnN6XfIJhD9I6IVa7VIvYjeN2Yrt4DCiF/rgNKe3hZf8mPzXDGa+CcB6LYmkHCK/aDI0WMOjNMY+CiOuPvOcD+MJ+R3/msbAfou5wDb2II7Q7wEMn3TCfi+C3rcS6PpiEgNHPfAe64Xz8hkkbpvLNsu+AKa+DSGwrQ4+ERERUeth4LMeu62w7etClzm5LlYr7DZzHF7YXjBHFcsmvner3Z9D6qQfPjV+L4/V79UUkfkyisX9xp44D7rheE4ffTYUrej1u2G5k8GUDENDfx+Aa7f5VnYWcXgqj1szPGeB1eaC22VOExEREdGWYODzpFg8CP0yi+jFSUzfjSKw15y/zWV+TqDvZMAIyq5oqz+GdXsCEy/0oauQkBM29Lqe3m2M4oMMkr8WzKkG7fXCv88C7Zck8rZeeMruUmVuRoF9XnQ9I8eNiIiIiCox8HmSXnDC/24A3r1Wc8Z2pyF7wwH3a3bYj6rpWWgP9DdqyGDsohVDp+RSX6vpXjhf0d94ogr3Ehjzd6LzUBjp3II5dz3ySF9LAkedcJhzgDSSX+Xh9HvgRBaJ7zNrP/JHRERERNtKawc+xQIKherBKLIW68zXqVa8yt9bs5Qrl78jC8fXk8jcL9QsFJfWp91OyuUyyG+w5FzMZ5GW61HrSt7Wtra1sUIWqUeysG/rgE2/05GCVueWj/bPCeC9AOy/pqDu9+CYG11PML7L34xg0LsHjrfjsLyVxNwvUQwdtJvvrkNxDrOXAZ/LgaXNv5XEeN6DoAyGitciiBSt2EyNpWJBQ0Y/hhlo6zmAMl/mzXymhvSd2nmNiIiIiFZq6cAnfy2E3uNedLW3o10Nf/HK6Qhk2IHkSC96DziM+Q63Od90O7L8nvxM6Fq9B7wWUbg1gf7jg4hkFlD4NYagvR1tqkWw++YiOrU+Yzv2OHvQ4wkhuVaralWKd2IY9HSg7cAwknrUJAvBP5yBw96J/kvZrSkAyyBmqrsLdlnMb+9Qj63lkcvVeHzsfgxjD4MI7pMB0C8pPR2dMnBYqtK0ZWQaXJfpL9PFPZKF43wKueQkgt22jQcmv6YRhQseZ1nQZHPgsAz8tPQEzlx2I3xqAwGVpPKHCs7aHP2YuJWXW68h+Wkf3N5RTP9mLlRTAZkv+9D5Zzv6vpiVU1JR5qnzXWjr6MHg91t0/ImIiIhaiWh5C2LqFITaVRyaFPPmXN3dSeFV821DYmbRnFci3/PsC4tZc3JZSoTUZ+TgOekXvpGUWP5oTkSPGe/ZPpwpm2+6MWRsB3wi+ps5b8ny9/piOXOeYTEdEq7S5zRzpmn2gkvOtwn/D5WfWZ2xnb5vK1JjhdkvnGLgX8Ze5H7w69vm+Uf1Z+ZF9N2QmNUXWxDT76jttIlQWn+zplzMJ3A0Wnks1uM/C2I2HhL+V+3CcSIsprML5hvNsbiw4shJi2Kh5vzGLCSHjGO4T+a16s3VosJvM449jkXl0Sm3KFIj6hhDeFekvXzvY6f+nqsiHxIRERFRtR1Qx8cK78kh4+7D1QnEazVHnB9F7GrlnYzMlQlY3vOt2sR0Mu9G6GNX2d0FG+yvGWP5W9rKFtCeazNH1iODifeHkVajZ4PwvaTPXOI8dgY+5BH7NLp8x6opSvV7jL2z/blTf03+Vnn3K395DNrxATj1xbJIbWX9nsd5pC8N4rDDgcGrVgSuzmEuNgDvK819ps5irXW/yAJrzfkNeJREyD+qH0PP6QA81Zv7kgeHD5jjVYrXQ/CdV5/0oW/Fo3sWuHxGM+jp8wOYaHZT20REREQtZEc0bmDp7sXgPjWWQfiH5NJjQdr1GBb2G+0IR/45tdypaDGJqS+6EDiyxiNNB7rKKsBXuZaX4UgT3E4iavb543lZPXRW5SW70eLa7RSydRse2ICl+j3m9It2o0nrO2Utuz2IYzjjw8B/m1slt2FL6vcUNCS+7EfPn2WgmXVg+EYOM/8IwvPiBgORGorFIv7X//pfDQ+PHz82P7m2wvU4xsxEcznW85hcEamro2Z6d8FeFfTqXuiA8Y1phK82N/QlIiIiaiU7pFU3J3zvefWx/GcxJPT6NRnEv7LizHchDKnCfdndoMLVGCKn/PA2u8+WDSj+nlu6kzN3URb+/9pTNQwgor9rgaWZfeYs1e8xycBHD/Iua2aAWEDiwiz8H3mWgrGtqt+TT09g7NMIFo4OYfiDAFxbUHno559/xoEDBxoe/vf//t/mJ9em/TpljgFt6zpGOeTvmaMNyGeyzQm2iYiIiFrQDgl8APuRAAL6WASRnzQUr08h7OyDd68HvR+oh4VKd4M0TP1zFoPHlwv0T5Pl+XZzDHB/FMXMv2aqhhTmhYAQUfiaGBDo/fe8Xn4/ywb7QfU6h5wsXRevhZE4OAiP2cGnCoSy6bh8bX7/PbZDYcz8lsPEX7IIHehAz9sTSD5obnV+Fcz8P//P/9Pw8H/+n/+n+cm1WV8wHhNcvzbgWeoAloiIiGgb2zGBD17wwv+hERkkLk5g+LsIAie9epPFzqNBqPtB+c8SSP47jgkE4dMfjdsGSo+YSan7K2oNLWv8yasGVNbvMbSjQ2/SOgvtXhKh77swfKT8ebYtrt/znA2uU2FMZ7MYP1pE5JAde46PIn57nZ2UPgUdLy0Hggt/rCdgs8K2txTN5rCwxq4+mZb0iIiIiJ5NOyfwgQXugwGjYHh7DGOZQfR2mwX7vb0InFIjYwgcC6Prrd7lR7yethd9CJ41irP5H5JLj71VymDsL32IN+s5p+r6PTorOv6sZmQQPRtH53lfZSF7q+r3VHvOCsehAUR/0ZB6x4rEBw7s8Q4icrO5D3kVfpUB8PlB9B/vx+DnESTubTzAshzoRcgMpJO3s8ZIhcU6gasFnuODMGqhTSFzRx+pUPwlBXWfTTV+MHisuXfaiIiIiFrJDgp8ZDFyqZEDwFvRYttyy2/5fB/8h7ay5L5esvB7PoHwEbl1twcR/CRt9ONS8jCDyJt9SPgH4a2IRDZOuxLBhK1dPWhVoeMlt/5qPz0Af1VFe+3nxJbU76nPAlt3EJPJHFLnu5D/wo0OTz8mrmqV6bMB2vcy2Ek70DcSxuQPkxh+PY/Qyw4c/jKzsf5yLC4MfB2CRyZM5ovw/7+9+w9t8u7/R/8U9oEI3pDCDiSc3bCIwiLbwZSNY8K9P0xxHCN+wBQ92OLApRts6QazdTAb5dCl7qCpA9c62JoJtycVJokwaYRJ4x/eJB6UxMNGM1AaYfJNYHISmNBwJrzP+7pypU3SpE3S9Ff6fEjMdb2v5Pr5vq5er1zvH5gs6+Mph8i5Pgzc1EZfziFbupC9Msj7ySUD8Qw8w6NIlG5cLobR4XE5YIX7Zx96XiskExEREVEVWrPWW8bsjw4Bg1tM/aklzIsL374a/e9oosNaXytlL61Pnpi3yrRinzwL/fuUvYaj6nzVfm0qpy3q6ycrZkJe4dpnkutvFvYDdmHfbxbmfS7hizTSh4+iWj8+syJwUs7zTcP8Opj22YXz+xltuvTAK0wnSvrfyU4L71H5nQNWYSqu9y6rum6uydq99Ky4H58aso+nhO+4WRh2OYU3FBfZv7UJjZibFkMGhxj4pXTt5sT06WrHpEF/xsXEaYcwG0zCesApnOq+U45fVExU5I/KfpCyvwaF96Syn5Xvavtc5gPHx2NiKsUefIiIiIiWs035T95o0SaTz+WAHfomW3LLYPKYEcHDswieWPtCfZnr3TDe6MZsqGdVihTmn8UQuOzFaM6N6PeFelx1y4XRbz6E4NEpJC8vfDfxzR50nkpCBiQY2qclrkQ+h/wrC8evoeMpv5uTa9Zst0JEREREW9GWKurWTnT6ZoOe9qd7zQrXhSnMNBr0KPQOjKUF0iVBj1IcLfWrUjfH3bqGG3Tlx6+h4ym/y6CHiIiIqDEMfIiWkX84Dt9VA3omB+DYSNW/iIiIiKhuDHyIlvI8Au+nfuyZjCJwfMO09UdEREREDWLgQ1SLDHo8x0bR8W0cEwx6iIiIiDY1Bj5bkgGWA06YXu3QxteW4S0HnLv0WJ+l1+lpGP2fRGD/aQoDbxfKtyW+tmH0kTpIRERERJsMW3UjqqQEPcfHYTwzAOsOLQ0ZhE9FYb87xno+RERERJsQAx+iUrkIPAe7MHJfGy+114d4YqCk41siIiIi2iwY+FDbytwegeeZExMfmrUUIiIiItqqGPhQe3mRgP/cOGIvdZi7N45JZxTirFWbSERERERbFQMfalMZTB4zovctBj5ERERExFbdiIiIiIhoC+ATn3WRR+TcofIK9LvcmLjiRGVvMbnbHnR/E9PGiqwYCnlhn29xbKNJIfJtCIm8NtoA85EBOHZpIyvCJz5EREREtICBz7qSAdAX29F1URk2YCiSgne/Tp1SLofwZx1w5SYQvuSC5VUteaN6NIpOyzhMF8bgPWGDUaeDXi+366kf3aY+hODAWCIA1149dPkccvksktc8cH4WQf+DNIbe1uazIgx8iIiIiGgBA591lcCoxY/s4ShGvkoAJ4PI/uhEtW5iYueMiDhkULBPS9jAYl8Z4Xs9iuCJ8udX+TuD2P7eKHBgArO/uCqebsXg2TaGznQAToMM9X6LIP6nNmkZxrfsMC8KBhn4EBEREdEC1vFZT0/iCMub9v733XAo41f9CD5Rp1RIYeZ+L6x7tdENLYZIuB+DRysL7QHJhwH13bC/c1GRPsV27IFRBj0K3Y7thYE65F40UaaOiIiIiLYUBj7rKJdMAO9aYNjVDddJJSWM8ZsyrdKzGML6TuypVgpuo7kfwZTTAeuidU0hfjejDvW+XaVfnVwWaRksFQMi3etW2Pfb63pZX98MO4aIiIiI1hMDn3WTR/xeEHaLcquvh+PEEJSHHYlLQUQqHmDkElHkDljV6RtdZs4A73GLNlYik0DkjjLQA9tb1QKVDlhOrMI2/q29ExEREdGWxsBn3SSRuNML65uFMd3+bgwqRdkyI5i8nSskapKPwlqA1Ig8YhcPYaexC4O3C09a1oJhvwv217SREvlfo5hUBg7YYakW3eitcB1udBuryMXgvziK0XMejN2Q4z94MaiMXwwjVfgEEREREW1BbNxgvTzxo2u4A4F/O+efcmSud8PYEwIOTmA2XKz8rzSAEIAl5oO9oRJdCYwYO+GRMY/hbBTpYa2Cfz6DRGwG2cJYw6o3JLC8xNdGdJ7JwHA+jvSXVZ4IERERERGtIj7xWSfz9Xu0cYXhiBtDSsLtcYQeFdLwLInoW7Ym6vdYMBCLYjoSRfRUSatmOh3WvkbMMvV7iIiIiIhWGZ/4rAul/x4TYscW91mTuNiJzi8SMHw5jdR5O/K3+tGdGcD0hy0oBrZeMiH0GrsxiR4EteaqiYiIiIjWEp/4rIvy+j2lLEcKTVtnvp5E+Hmz9Xs2lmXr9xARERERrTIGPutB7b+nRvG1+aat/fDfCiEaclYNkDaT5frvISIiIiJabQx81kG1+j0LFpq2Dp9xw9dU/Z4lPA+jf/c2bNvWzGsnBu802lko6/cQERER0fpj4LPmSvvvqW6haesM9tQMkOqg9J1zN4bUC21c8aoDY48FlKpdjb9m4TvQYBSmdL66ZP89RERERESrj4HPWnsagv+aDaYlm4S2wPmZUtPHsIL6PQmMHuxEl90G24WYlrb2cg8iCCkDrN9DREREROuIgc8aydwaRNd7Nuw09WJSaeXsgA1dx0YRK30aU8J02A23oXoDCPUxwXJAacbahENr2jhCCpMfdMltVV42dDr9heQ7I+hV0+Tro0l2JkpEREREa4rNWRMRERERUdvjEx8iIiIiImp7DHyIiIiIiKjtMfAhIiIiIqK2x8CHiIiIiIjaHgMfIiIiIiJqewx8iIiIiIio7THwISIiIiKitsfAh4iIiIiI2h4DHyIiIiIiansMfGiLyyOXyyH1ewo5LYUa9DKDxCO5/3J5LYGI6vZSuQZlkPw9oyW0KV4niGgDYOCznvI59aZbeeVfamm0RnKIXezFnt2H4L0ZRU7XAR2PQZP0MOoyiPzQi53GLgxeT8pwktpSPoXw9Rh/JGiFF0lMfnEIO8298N9NydNI1+bnDa8TRLT+tglJG6Y1kvttEt4vxpCy9sN91A5TPorwlSBSh73wHTZpn2qtxLfyD80tIP1rBMmMF1ExBKs2bfUpv2jmodProdNS1lceia/t6DwD+B5EMPD2Emslg9PU73GkstthNFtgNmyMLVhtqet96Lua0vKLAxOPp+DapU1cQv7OIEzvjcI2mUbwuEFLXUfKr8z3ZgCzHZZVW508IucOYeS+NqrY5cbEFScqz+bcbQ+6v4lpY0VWDIW8sO/QRjew1FV5o37PhfSPTjS8O0vPpbfkufTq5juXWncdzSD0vgXdd7oRfDAG52ta8hax4a4TFXL3/fDfazC8f9UG10mrDO+IaENTAh9aO3Mxr7DCIAbCWS1F+nNKuHdBwDAkpue0tNXw94wYOyCXA6+IakmrLyumPjYowbXo+Smtpa23qPDK9cGBMTGjpSyWFfHLPcLx4ZgIRqbFdMgnnPIYGd7sEWMPSo5dW5P55V9KvvSKuJayPOVWUH7nSEDMainrKXq2kPew11d9G/7Kirm/teEVmxPTp5XzS3kZxFCk1sksz4lPZV46MSHif2pJm8Ff02LAYBHeB9p4A2ZDA8K+3y0CibTIZmfF9HmHMB8dU1/xzXY6teI6+kdAOJV88umUzDVb0ca6TtSS/dmtXT/kNbDadeKvtJgJDQm7QX7m7Nr9VSWi5rGo25pKIXDOg9gBL9wHS34XyueRfSHfdwDbCymr45UOdKz5z1E6GHfbYD85hsGDG+yXvR0dNZ9AJb5xwLvDi6nv3XDut8N+ZADBRBSuVybR/44DI/e3QCGNXArJ/8j3E1aYCyl1WdU83CCT5ZD61MX0rnnR0xdF7JsOjD7URlYsicQdN4bOWuRwBiPXwjWKhOnleWhA/ycuWF7VkjaB1PVRBI544HpbS6hT7lY/bM4ker4fQ89eA/R6E+xfBjH2uld9dR4cRUL77KbQyuuovvY1qN1tpOtELaknUfXd4LTD8oo6WG6HAeYjXng/McDSsVWPJNHmwsBnTWWQuSPf9u0pvwl7zYnAH3OYe+yFte2unTpYPg9i+kc3LCsoypPPJBG7G0Fk0SvZ+voGuTD8p/age79RS9DssML1mUMOxOAZDsgwtr3lH0QwLt+dlj2b9ubMcGQCs0Jg9rKjShGUHLJpbbAVnsQRfsuO/vfdUHIJrvoRfKJOqZDCzP1eWPdqo5vBC5kXzmUx+FGjRdwS8J8bR+ZoLw6VFZXUwd4zqL4s9wcxfpO1hmgFlGKUj6r9fYgg9rTZH6lSiN8uhOTde5f+6ce0ywaToeLvBRFtSAx81sN/ae+lXtFt2V/+lpK5O44+uxF7jowi+DCB1KL7o3zrG4b4PSFv+P3oNZkwUvE0wGS2FQZuR5Bo80aYkg8D8n87HO9svDL4LfE8gtB32nAL5JLyJuldCwy7uuE6qaSE5Q19lWcZz2II6zuxZxOd8IkfPAgcGURvo8Ha/TB8j2QAajEvDpgMJvWl3FL6r4fR5qcTrYZcEqGvurHTZEP/9/Ka/FtmcYMJL5sMfOS8E8oPlXDCZqn42eRFrmw5c/JvUKepTa+TRG2Ggc8GkS+27qaNlypMW5iy1GcXkRdoteW4Oq/9eaVZ1fsxJDN1zn8pWqt1zc0nj9jXXbCcScJ+KYnZ2AR8pwfgOmKHXSl6Nv+SN5rViiCsxGtm9Ch/wwydMFQ+JpDLKvx5W4WAa0NJIX5X3ooa7NhT9kt9ofnv1d52NY8rxT9VhWVWbQa3nvytfqbiAy9TmDzlluFtq+QRvxeE3aI8y9XDcWJIzSeJS0FEKhadS0SRO2BtvHGA9fI8DP+FDng+a7xBg9TjuBrQ2F6v8mu48gu5fO1Rhm/EMdPIhaLaMVWoTUNXz59156lqGryOtox6Da21nau/MuX7rISyP9Z6X1R6GkLfO3b4X3EjmprB1BUvBj7tgaPs74Md1l3NlUssPvHGXhvMZY1P5BD6zINIyY9wHe+44ayj8RciWn8MfNZEBuFTXeh6b6Bwo3XFJYeV8eLLhj0dHejocCH0TPmAQvvOW0ZsV6Z9FELy90l58zGCUCyO6E0P7EqToLeqF7jKPfRj0GFD93cRxBNxRH7oR//FCNK1bljlH5FB+075+Rno3jAhf1fOf3c3xh82UwQlj+TVfvR9K5d9wwPT7r6S7apP6roLzp/tCN1W6gW0qkB9nZSih2kBkV7cklkunS78Mi2DovI/hm0mk0BE+bXzhBVKjRVF6uYg+r4IIHpnHC5rb8PHdHkJjMvzwbZ7WyHPfxND7j+j6P/Mj4iSh7/rhlHJk4/kHdcL+dkP+jB6J454LAjPfiO6zkXKij0qLXB1WXdi2z+Uc2sUxbbUcndG0HusD2OxwjMG/+cl5+K3zdY2UX4d7oX1zcKYbn83BpWnI5kRTN4uP4eSj8JagLQ5JK55ETzhRu8bWkIDMvK6Up8UMs+1wZq0a2KVY4qH4+p1dOd/bZfppfW2GshTVTR8HW2h1I0+9H4TQfi8Dcb3J0uK1sqg/ZhJbqcdo4+0pJZLIfRRL0bvhuF914je6yV/Z55Monu33Jf717Fu1osYRo67MXcuiqkv7ViNxjaTv0XUd4PTNn8NVD0Jwv/MAnPJnyX9G3aYN1F9PaItTWvkgNaE1prY0YAob9+s2BqUUwT+0JLmaa3f7LUK+8nSFnBqf2f2J5cwwSq8sfL2ggotyinfqWiNKBUQPQYIy9loWQtDs987CvNPaQl1mp10CdektqZa60WWS/W3Cyb+DAoXHGIsqY23XLMtCqVF4Kiy/wwbqIW61TH3y4DcTgjnpLKdc2Lm++IxlXlYacFI7oPqrXtpefzwRPOtNcn8qLZ4tc8qnMOleXJWTCitae11C/fnMg//pSVL2ZBLXafFLalpx7pKC1zRYSUd8jzRElbi8YSwnwiWndfpSac6fxws3Rdx4ds7sLqtNzYgm5wW00qrhbVeN/8PcRD/qxi8VmVabLbselFN9GxhHxfyUSXliGj5pWZ+qqb2MY1fslQ/psvlKcPieTV8HW1EcX1qtQSW8AmHdj0u5COrGPu1MEk5H6PDVnU7q+/XlYtfcoihe+rSC9e8fSUtYP4lj9k+Zfur/b2q18quE/ELFmE4PSVWr0FALV/IdbScGBK+C77C66xLbcGtob9nRLSh8InPhqDD9n9og1Word882o6eMz0ljSLoYHpL/ulECKnSX96f+NF/zI/UaS8G9pX/DKbb14P+I9rIvBxCw72YzNjhft9aVs/IdLAXTjn/gWuV/Y4s4XkII9esGDqurWkmhUK7OPXL3AnAf9KF7iZ+Ya5H/j9TCMt3a42WvmrJ3/Fh4Ib83pcBjB/dNAWVmlKo32OBzWxA6lo/RncMYUI9pmbYz/vg+zEEd9XWvSxy/8h9cyuMyFMtqVHFoov3bXCfLs2TJuzZJ98ejSP/rhvWksYy9EZl3TIIP0oWEkqsRetR8/V7tHGF4YgbQ0rC7XGEir/MP0si+patdv2eTBgjH/ixeCvqk38SwuAno4gt+/SkQKdbau/8f5j5+f/C//2/H0XX/6wlNSSD1O/a4LIyQANPUWqttVGpN1TNcnkqE1/hdbQxqXtBeWU1wP1OtUrzeUQmI3Cq1+MconeUp2adMM0/YdbBKtdLyVuL6pXkkvB/4kG4mQf1RfkIAneccP1LbvfzKCLymgeLCfOFFXdYMXBeKcpZuk6llM6h+9F/falcvJLrRAzhS5DHp1qDJS1SUr/HfWYQrg9d6svpKJzj9jcbaeeSiDYSBj6bRmVdC/nHv0rdlsTNcfWmvnpLXPJ2ofI7z8IIXFUGFs8fr5nknzZ5T/BrqlC8qw75p3l5Y9w7H1CkEhH5XQO6rWWFBZaUkjdvVrMROrUM/nKvBgqaKy3/3B1B99FJGIenEPq0/nXCsxBc749i+8kgAuftbd5JnVa/Rx797K0+jOuLQY9CD+vJAQzU7KhPB/uZCCY+TMJzpB+Tj1ZQV+xolQYA1IZBLDCbqi898WI9Kh6U1u8pobOj+5SSxxLw/RRR94Nav6ciQFK+n/hhEH0fyJvFLzzwXM2UFdlrRO7XCBJ5HXR1tqCoe91aVh+i7LX7/8Xdq/8Lvv0/B/C/VZu+z1TlGlNKD8Pr2uBGUTNPlWv4OlqvFxkkrvej94skXD9G4D1cLR+nkf/nQKEVvOcRhJXr88cO2Eo/qtuDPe/2wKzt38wtD/o+6sfgKZmPvktWr5dTr2d5mE4XmoHP3QurxbPdB21l57tu9x7YTtT44SifQvRBGjp9h5ZQzQquE8/k9Skjg65Xq/09qPJq4pJQWr+n8w099PrCy7SvG4fkfre9tXTOJ6KNi4FPW8kg+aBQ6rruFmbkHxG1FP5e+cfqqh/+stcM9Bd88B1c7gZnge7tHvTsLX46h6QMfIBuWBp4ejM3J//w/DoF/w9yHZZ9heTNrvbFpTxPYPIHH0a+GkP26BA8HzrqbxThRQKjn7iROjmN+I+Le+NvO8X6PbtmEInJY/o0hpi8GarbDjO6v/BhcHcEnjMeeL8NIbmSG7FFTDBuqPL05fV7SlmOFJq2znw9ifDzWvV7dLB86MPEj2PwyHNtJQxHxgpNx6/4viyP2FUfUmcH4Ww6eFn6SXY5eV5tmDpzTVxH65B/FoH/Ox+85yIwfubD0BFzjR8PTHB8aleDY/Xpt3wfOFL5Y0sKMzk7LNrqGQ57MfH9GHwfaa1OrsQuB9z71aUjfF1dOpwHKtb06UyVAF6js2Dgp6D8u7HMvmv2OpGfk7kzjeiNan8PFr8C9xrveKBm/R653OyOQ/P7XaHUh+2+1u6dGxC1Ea3IG60JrVzzojo+copa36B6HZ9CGfjF5cmLdQgWyrMX66DUqrdQnF4yr5hX/TwOrKBORi1z02KgxvYuRS2n/+W0NtZqWa18vFV4HyxXQ0ExKwInTMJxKb5sfYZ2UV6/Jytmvu8RhgbqNaVDSt0I+fl/L18HpKpir/aNnCfFfDxceZbUPn+q1fGZyzaxxlXq9yzIiuDJwnIcPwaXrd9TOKebrDsy18IcKrfJ0UT9vkqz39vVbV++jo9bTNVdYaORa6KmoTzVxHW0EX8r1xSDgKFHBJesI1NcTpU8o9QzqlbPRD0PVlL3pkRxn52eXnQeK9dQX0IbqVBvNmz6OpGdEm44xMQK82ZtC/V73D8vlymVY+QSwT+1USLa8PjEp60YYHqr8FPUzB91Fk57wwK38n6n/uJsdfstBrWmiLVKHx5LsFi7Yfg6vKgZ4NbQw/qpR25zDJ4rtXrWL8oj9lUfpg5MY+pzS8lTrwxC7/evrBz9Bpa4X9p/jx7mD/vhkts8eUMptqjIIXatOFwpgcCwHylDP/pP1P+kcGOQx/WjkpbC6lStfs+Chaatw2fc8C1Vv6dZSgt3nwzCf9ePPmMXRh/Wf+IkvrXBuG0btlW+dvchjBB6TVWmaS+jY/m6SMbXC7+Xh55U+UX8mUxTii0pwwfKW8lqltKfyso1cR1txCsm9JwahCUzCc/1JdpFy88grtSvWVQ8L4/Iz3G4DjdQVLcJ+WRcLQ2wqLhfPoKphAvOij6dUrcG0X8xhPD5Luz8IFTj+lC0guuEvhO2o2FMyr9Zq2Kp/nsq5O/7MbarBw626Ea0aTDwaTPWw4OwyvdIYqZKmek5zFXerOvtcCqVTOVtTrRa06jPQ+h7f7k/YtU1U79Htc+F0aOjGGy6aeFl6DsKFXVzeWTVhGqUoOcQxl6fQED+YS4nb9buGGEs/ZuoFA+7G0NquaIaLzNI1NWbeA6p+xFEfls+uso9icllJ5evF1LXOqYwc08e7dL+e9SiJdKr+sINyrMwfLF8jZuVPPJKPrKaGgp214NBbmO5NFL3tMG61ajfU2KhaesM9tQMkJolg7XPxtHxhQ+ugzaYDREMar3N18PyaRRpIZQn/wuvxxNwyFA3qDTpXjmt5JUOu9TOR5eie9dRaODhsdYMfKmMvHHVGj9xHLc3UIRUB13VjlTzSP1ab/PZS2v4OtqoV43q9ib/WuI68Dwjz0bprYpz6VkI/pdu9FbWyaxTvdeL3PNCYFFZ3C9z04/8xwv1OBX5hyMYfNQN32kn7O+YkboaQGTJ5u5Xcp0wwHnKi+xHIwjV2YhHI2r331PhRQyjnwfRfczeWOBGROuKgc9akjeQNW+0/9beG/jFsvjrZtmvnHvdGD0vb+i+HkeoorWc1HUPPOovWVnMzf+9VSqZhuDdl4Dv0iRSZcuXN//fBWD6xNHEHyd5g3+v8fo9BQb0XAii8/tOdH+XrHLjsfrUfoSuyJu1a30LfbwUX9ZejBwwL7RyhARGLJ3osttgO7P0U6TEtw502rtgs3oRW+JY5255sNMql/WWC5NLtXqUC8Oz2yaXvQeuJcuZ17mOz2IIV/TfM8/YodYzSN0Jwnx0nRp4aOI8qcW4q9CJaDyl3ZLLG73UEcuyN/Nlnsqb0Gs2mJb8xdcC52dKTR9D6/vvyaWQPz6EHqUejtJinLyZdO9dSYtTeUS+9yB7wQ1n4yf9Yjo7XBecwLXKG2F5bbkdVF8ZwwAGjjayX8ywqPVHSq9jkjwW4xcLg9mlAopK1fJUw9fRVfCaGTYlwPtL++FBlcLkuQi6P2vyZjsTglu7Xji+Xfp5ncFcqN9Sti+fTsptl4H8gfKlp9MmeD4vtJaXfBRcPmhYId2+AYyfT8F9YFCtO9dKyUe16vcsyD2axOB/O+HpkOdJ1SCciDYsQWsgLaY+twv7PpNabhgwCesBOX45LtI/Dwi7HDarfaNAGN6U6QfGhJxS+M5+s5B/4uU0gzDvl+OfT4n0g7Gy72CXVY4PiKn5wutzYmZyQDjedIihyWkRT0yLwLBLuC4HxdiRwndM+7R5ad8Qf82IwGmHXIZLjIWmxXQ4ILwnXcJ3r8meEpqs31Pmz6jwHTUJw+EhEYjMiGaqX1Sn1RGo1Y/Pr2NaPx21X4bzpeXrs2L6tFJvyCAMVfoDKZWNDKjzNp2sVSdEk5wQDnl8Dft9Ir7kds+IicNKfQG78C1ZZ6nOddTqyrhCpcd9TsQv2IXh6JiYjowJ14fBJeqDLbNvlxQXY8p5UfM8sQp5e6xOmz9P0lNiQPnMm3IfKNMMZvXcGPg5LeKXZXrF+aOkL5D75KzcLkOPGAtPibGTjmX24YLK9VHPwaO+sr6Fyvw5JdyG5fvvWUkdn+zPbvndFdbLUer2GNwi2PRJW82ciJ63C9P+ITH1h9wBf2dFfNItrLtc6qup9U3J477fIKyfTohoalbEQz7h+nhCTF0p1PFZuCY2kae0RTR1Ha1Xsf5MrX58NHOJMeGU2+L+MSpmklPCd9ItJpJLZKJl6/gUrxfyOrDstVme95edchvlMmMzYiZc2McztfK4SumnavntWtl1oqhwfOwGq3pM4qn6zt2qiteRynNaTSt/WXdp0+U1Zfk6QES00TDwaWtzIpvNFl7a34S5ivFF5rTp8rWCPyNCPPCqN5yt6OgtHQsI38fOkpvYhZfhTW8TnUG24o9uNUpF1yYrPK+Z5dZRyTPVd2gh7yy3s1dr366iv5Y5J9bQSgKf6LC8od0rA2VtvHFZMfWxQTiuzHdV2Vp/zohoJCgCk1NiWt5IZ/+WS5SvlZi/ni1c4MrHW6KJ6+hy6gx8ChaWv+zi6m7cQJ6n9f4o1cg+1bZr+YCghdeJ7KyY+nFAuMqCkuLLJJz/3jRXIiJaAyzq1tZ08/0P6LWSCbqK8UV02nT5aqoohaZQv8eC3v0rr4Br2NeDgStBTEdmFtVHSP86BPtKVrSVlMrIusY6RV1zy66jkmeq79BC3tkoO7uFdixzTqy5Oe29VB6Jb7rRdWwQ4ap1JxKIhjLA4drFc5b1yA/vzV64j69S54yvmmHd70TPcQfs+8zQvwL1tRLz17OFC1z5eEs0cR1tqYXl17245YqCPplB1FJnozMN7FOln6qQ0ijAW2tYEFZvguOkDxO/TCP6uPzvgxCzCC6qo0lEWxkDH1q5fAKjdiO27ZY3ZUrlkXwMk1ciMJzwoHcLlX/O3Q4hf7TQ/8ZGtRnWcevJIXZ1FKMXPfBcVirnywDklDI+ivCTwicU+WwCkRujCMSqNDVSrN/zTrNBSw6hy4PoOOeCY10qb9FKpG4V8svg+TE5FsLYsEcd99+vXpsvcTME+8GV/yhVab5+z0bruJaIqEgQrVTCJ+SfULXeyuzfWTH9pVUY9ntr13dYd7Ni4qBSDGL5Ohd1SwWE6+QGL961Fuuo9v8CYfh4SrD0+yqIeav2pzRfv6fZ/luUc1ipg7Rhz9k2MzcthpQ6mqvRf9oy5mQecg5HV1aUuapC/R7Dor60quB1gojWyTblPy0GImpSHqnbAUzGksjCCLPVie6DpvVp9atO+Uejch0HkT4xhfB5BwwrLHKT+z2G7GtWmHZoCRvQqq9jLgn/Z3b0Pe5G8PrYCnr8p1oSF3sRPxKAa5fylMiP+Ou9cO/XIfRBB9wvg0j829nE07w8ImdMGDVFMfUhiwWtldStfvT+9ziMV2bg/9i8RtfLPDIPU9C93Zrl5X8PwX8rD9unPbD8PopOSxDdDyIYenuJYnG8ThDROmLgQ1tXPoPYzSCm7kWRetmJ/ksDsG7gwGXDehaG55wfmVdtsO53oHu/vKlak7oPW0v+/gh67zoQ+NICXS6MfvMgsufH4MqMoj8h0390w8L8u7k8TyJ8K4xILIrcjl4MXXJu7DqCFZLf2rBn0o6pi3sQltcA3ecT8B2usQW8ThDRBsDAh4hoM8jnAV3JnWI+p/TBK9VukIJoteVzObWfId0OPXQrfHJORLTaGPgQEREREVHbY6tuRERERETU9hj4ELWAUtwj9zSJVPXWY8u9zCOXyyD5e5VmidfTywwSj1Jy3dTyU8vKPUkgmSkWtyIiIiLa2Bj4EK1A7j+j6H1rJw4NBxHN6dCxVBn3F0lMfnEIO8298N9NQanZu7FiBj2MugwiP/Rip7ELg9eTS66f7lU98okgvA4jdh4bRey5NoGIiIhoA2Idn3USu9gFzx1tRGWH9+chWJeto5xC6JM+jJd0bIhdbgSuNNOM7Tq4P4quc2FtpMB+bgpD/1q+cnbqRj/6fkhqYwoz3D+OwfmaNrrG8g9HYH/HA1yII3Laskyv6hmE3reg+043gg/qW+f80xhSO6wwv6oltJTy1Cmv9kBfbb3zdwZhem8Utsk0gseXy1kp+B070Zf2IhqrJw8TERERrQMl8KH1Ex1WOtJUXnYx8VhLXMLspEuYlI7vYBAD4U3c9VvMq203hP37OrrwUzrf3GVQP284vTE6vSscO7sYS2oJS/kjIJzK9n46tXzHgX/NiukLTmGSn3dOLu6scuWyYurjwr6s1hlmQVQMKet7pL4OT2f/7VTnN3RPSyAiIiLaYFjUbV2lkEr0oOeEMhxBarkqH89CGE0a4FA/1w27dSN3Ebq01OO43O4edTjyx3IbnkHo0gwMBwqf637XVkfnezmEz3TD/5s2uqwk/Mf6MFn6JK0uenQ08oRD31HzyVDyajcOvdeN/gsRxB6HZO5YLToYd9tgPzmGwYO1n+Zs197rsZ3N2BIREdEGx8BnPeWSiL6ww3XQqY4mlwwA5I38hTic73UgqowetaFz08Y9OSRjOdhPHIK65b+nZGhTW+6WF/HDh9ARU8acsFnq2fA8ck9k8FBPYwOqHDI3/JhZLgZbReaTQUz9EsTYsAv2f2qJq0IHy+dBTLPDSyIiItpCGPisp9+iCO7vlDe5ZnU09KT2b/y5Wx5ED3tgSkWRkOMWq3lz1OmpSgZ8N+3oPGCCuuU3UrWfbjwPwxNzwrM7hegjOb7XBvM61ekhIiIios2Lgc86SjwIo/dteetvMMGuJDxOV3/y8SIC3x0HBg/kkYyFZIIB3VZLYdpm9CiK8AmrDHoMMB1QEmaQrrrheUQuheE4ZUf+1yjULXfasIm3fP0pvf1rPa0TERERbSUMfNZNCsl7Ztje0gGvGgtPPn5NIa1OK5VH7JsQOr9wQK88KflOSeuG5Q11YgPkfC4eKjRTfHsdy3NJKRnEmN/ZAx06YNylpCSr1m/K/2cUIYsHjlflJx6Mq2ndewtPx6hRMmi+2o++byOI3/DAtLsPoWfaJCIiIqItgIHPetHq91iU8mp6I4zK+6M0shU/xSs3/4E3PIXmj5UnJUpiU/V7kurTk1QmgkCspGDZc5l+N9LkK4bUC20+ddPq9xQ2HMZ/Ku8JpP+s2PAXMYz+ZIbnaGF69JaSWG/9njXyt/Zej5fa+zpJXe/HqG4AE6edsB+0wfbED+8NpdDkMl7OaQN1amSfEBEREa0hBj7rRavfY1JHjDC9q7ynkCl98pFPyJt/EwbUm//Ck5Lm6/dYMBCLYjoSRfSUVUuTdLqGWu9aOa1+j/qkR2756zb1PZUpfdaVR+LbAEyntL6JnsrvbLT6PTIwm1KCsX1ynV4vJC0ldS+IkNwa9zvr8MTqeQgj16wYOl7IbcikCg1kLMkC65dy798KI/JUS1qC4R0HHPI9dCfCYnRERES0MWnNWtMai1+yiIFfFnp0Kfbn441pCWJOxM+7Svr2UfpeUT5jKPnMJpTwCcvp6YW+bIr9+QxHtQS55Q+8wlXSt0/2Z7f6GUPJZ5aXFoGjjfQrExXeuvqhmRPZ1LTwHjYI00GvmFqum52/0iI+6RZWg1m4fpypu/+hYn5oRT8+cw8CIpBYyGuz39vry0d/zYiJD83CsNctv59dtv+h7C9e4dgF4RieFrN/aYlEREREGwSf+KyLkvo9GsPrhSat48XKLo/GMf7qEFzakxH1SUnT9Xs2joX6PRqDqdCk9a/FJq0TGL9iwNCH2tMJaePU78khcd0P3/kRjP3ZjaFzLjiWePSWfxaB/zsfvOciMH7mw9ARcx39D7We7u0e9Owt7vEckomIfK8jH+0wo/sLHwZ3R+A544H32xCSSxRt1O93wXNuAPkr/fAMj8L/n7rbEiciIiJadQx81kNp/R6NUQYAiuhTpchXCv7LgLvk5n9l9Xs2itL6PRqDoVDc716hYYfUDzLI+cylFQFUrGX9HsMyHXHqYTnuhvf7aSQvGuG3GmH7OlGzaJfuNTtcp30IJqfQnXRhp7l3/RsUyMcRUQLoOvJR5mYfOne7ED88hZnwGLyfOmGu1e+PUizzPQtsVzow9OsMAhcG4PrXps2oRERE1IYY+KyHsvo9Bbr/yag205z5I4XYDyPIfOIua7Z5ZfV7lvBoHDbjNmzb1sTLeAj+37X51KW8fo9K1wHjXvmeSSN134+R5264lfGipuv36KBXWoNL1e4bqcyzFOKwwVTnMvT/csPzMRA7M47wcy2xlldM6Dk1CEtmEp7rdTQosJp+iyEg35bPRwkEhv1IGfrRf8K08ISuhtwdPwbvZuCUQatd7nciIiKijYaBzzqY77+nlEHrzDPmhTfjwsDbpbeaypOSFvTfk0ksboltrxvRtFDqejX+Sk/B1Uixu/n+e0oZYXpLeY/Cez4D16eWspvsXNP99+hhOyi37ZIfsWVbnssjdnUM0Y97Ya87uNKjw6i8Z5Gvp2W7V+V2yrfkX62r+p97EpPHMylzR/1SiQgydeWjPPJKwGk11RVo518UGqcwq630EREREW08DHzWWi6C4L/z6Oio+A3dYMQedcABz+fW8l/Yi8WTVlS/J4HRg53osttguxDT0tZSDpFQAPmOjoqnBwYYdxeGHF8MwFpWlCqP+L3m6/foD/sQckZgOzaCSK2ui15mEPm6G85wJ8a/0FqR2wwyIbh32+Tx3APHt0ktcTkZJO7VWb+HiIiIqM0w8Fkjubsj6H7Php0dXRh5lITn8B50vedBeP7nehPMJ6zwfueZv/lPXeuTn+lC1zu9GFVTghh0yvFjo3U8xahkguWA0oy1CYcspYXsVpkM9EaOdcG2uwNdXyWQPOPAHnsXPLcXnlOY3uiBdXgcnn9pIdGTSfQp223vRO/FQlLwTLfcF90Y/U8jT0x0sJ6NYPZTHcbf3Yadjn54vp1E+G4E4etyeZ8cwp5/2jD+0oXI7TE462iWejVlbg0WjrfMJ73nCmmhU3YtrQvjDwtpKoMZ9sMyTDMYkLqX0BqGWEZ+BtFr8n1T1xMjIiIias42oZRZItoC8k8TiKayyD1NAa+boO8wofMN+V7x8K1esa+2wXbOiUAqiJ7lgqZnk+j+Zy9CZ6MQwyX9KK1YTAaWKbh+6ln+adXDERjf8cB4KY7458sVdZPz3WaD50gAs6Gesvpo1WSud8PYE8LQPQHvv7REIiIiog2ET3xoy9C9boF9vx3Oky445bt9b/NBz4bxZAZRS30NXhTq91jQu38F9cSIiIiINikGPkSbWOJmCPaDVQIZpXlpuxHbdg8WilPmY5i8EoHhhAe9pa3mEREREW0RDHyImmR4zSH/DyH+uI56R68aYFYey9yfQZ0NbC8rf38E3rynvPnvot8jCNzNwPSuDeYdOUSGBzDW4UXoSp0NOChPkuSbwaBHRyFlCXnM/Kp82oqOWv38EBEREa0z1vEhataLBEZ7HBj8oxdTt31wLBNRpG71o/e/x2G8MgP/x2asrH2BPDIPU9C9XWs+eaRuBzAZSyILI8xWJ7oPmupbZi4J/2d29D3uRvD68o0+ZG574HT40XEpjMDnlhVuFxEREdHqYOBDtCIyALkfQjAcRfRpHp0fjWGg2DpdNc+TCN8KIxKLIrejF0OXnMs2HLBmnoXhOedH5lUbrPsd6N4vg6qam5JH4od++O7pYHrHhkOHnbC+vtkrTBEREVE7Y+BDRERERERtj3V8iIiIiIio7THwISIiIiKitsfAh4iIiIiI2h4DHyIiIiIiansMfIiINpl8Loec+irtQyqP3AttkIiIiBZhq26E3JMY4s8N6NxXZz8vRQ/H0XUmBKRnEPktA29MYGifNm29ZMIYfH8Uib9SiNxPwTmZRvB4SQc7LzNI3JsBzHZY6urJc6XySMn16Ni30n57yiW+7cLgLW1kGYbjYwicNGtj9VucLzIIn+rF6KM0Zu4mkTkaQPqnnvo6RN0kivs1/WsEyYwXUTEEqzataS8LAYm+dtvgdcs/8qP/jB9z1n70/suA/NMwgtfS6BwehzPthu33fqTPrniN61LYV3NI3YkhhRbtq7aWR+LaOCIZbbQB+nddcO1jD1lERCumBD608cxls2JOG15VqYBwymygZAX3z1ktsTEzV+zq92Xgs2Fkf3ar6yQDHy2lIHrWoKZjr0/EtbTVMpeaFr6jJrk8pwj8oSW2SHS4cMysn06IaGpxTpn7ZUDIgKSw7JSW2Iil8kVyTNiVaUcDonzvtom/Z8TYAWXbvSKqJTUvLnz7lHkZhPeBltSkuQdeYYVVnmeVxzsrpr+0C4NBLmd45WvckL+mhFvNJzX21V/yOva3NrzV/RkULpkP7J8r52xWZIvX+L+nZchYyCMDP6cL++vvOTk9LWZCQ/KYQ/T81JZnGhHRmmNRtw0pg9BHLoSeaaOryWCGbb+8RTbYYf5nc78odug33i+R+v/JqA2VM1kOqR2Gmt41r1LHoUn4jx1C17F+eO/GkLyR0tJbKYP0Y3nIPg4idNm1uOPQFxF43h+Vn5Jhz7996Hm9kNyQpfLFjo6WPr3acF7pkHlaG14xo8xzdjhP+9HztpbUlBQC5zyInfZiYF/lkyM97Oe86F+PR28yL1Q/0wpi33Rg9KE2ssVl7gQQPxvC1CXlnNVDL6+b6pF8mkJM/UQvHAcM0L0iB1/RyekGmI+40H/EgD2mdnquSkS0fhj4bEhp9cZ2TegsGIikIdLTcO/V0tqY4cgEZoXA7GXHKt28m+H6aQrTP43Be9K+SsEVkM9bMPiRs0oxszxiFwYxqkQ9ByfgO9HkGmyxfLF6DHBemUbwgmNleSGTQOS2fP/H9sLNciWdFT2f2LWRjSKHbFob3PIyiNyEPGeti45fJhFBRBk4YcOeRQd3uwyCbGDcQ0TUGgx8NqJHEQQeacNEVdlgrvIkJ/9wFANfJeSQFb7zrlULvGiNvczLkFZKpWU4UZ3yZGlD3R8/jyD0nTa81T2LILijF47XtPF5ecw8mFSH7O9aqhw/5UewTpgWfY+IiJrBwGetvcgh83sMkftJZJQWmHIpJJ+VtMyUi2Hk40Eot65Lype26JQvtPBU2sBTibxcRuJuAqlaH1jm+2rl7EwSsSXnUUL5vDK/OlqYWn7d6qUts575yGOw1OfyuQyS92NIZnKFm80NRw/7F27YFj2ySmD8U49abMZ6fnzZJzUrzhdLWPFx1fJQ/qU2XkJt0axK3iq0dLawvGLLZ3WtgZonmtvWmpbJZw15zYRO5a74qhvuazWKT77pQvjo4kYsyvZX8dxcbr2Uzz1NFK5TzWzDyxQmT7nh10br0ZLzrpH1rnV8lsl7qUcRRB6lCnklk0DyeWHaknI6dH9W7SmzvK5eU94NsFuq/Uyhh/kzOxpvmoSIiKph4LNmUmqLWIM3kpgzmNH5hg6pG4PoMu+E517hN9zktT50v+9B4KkyFoX3/S50vVd4Dd4qNAWUuSW/Y98D4/YOdHSMIvY0hL6eUfiHbegwdWH04cIf8tzDcXTvtmHwdg5Gix6p77qx0z6IkDp/SWkBTc57j3G7nFcHXDcrmxvKI3ldWcdujMfyMJh1yNwdR+9/DyJcnEeplzlEvu5D/3dhxBMRjPcYsfPYOBJVblKXXbd6vZD79WIvbA4PgrE44rEQRj4ZxGRicRkbpRWqLutObPuHtu+09HlyXw7ad6L7uxno3jAhf9cD+2657Q9r/ca+XnQwvL24lbjUDx4M3pcDe4cw+qmlepEoaeX5oraVHlc1f79nw87/Kix7oX6IDOrkOtl2b8N2md7xTfHoKS3NyeP6lrGQ/lEIyd8n4flsBCGZH6I35TE0KudP9WAh99CPQYdNHvOIzLNxRH7oR//FCNJVbnrrJ8+Dr/rkuR5F5NtuGO2jSDR9J19kRc+wQ75nMPn+Tux09MNzNYTY75mFG3SdAZY3irmiYn+d9yP0RTf6vg4hKs/NwCm7nIc8T35bnLdT8hj0fuJHNG9E5+t5RM4pnx1BpJ4bfCl3ZwS9x/owFivkG//nC9exrm+r/KTTovOuvvXW8ku164DSSmXVvCe9kPuzpxejsTS2v94pg9A8ot/IvG3pROiJ9pmlvOlEz94qZ+QTmefU3dQL65tqSgUTHCetq1Qsl4hoC9IaOaBVNvujQ+D09KKW2uIXLBUtj6VF4KjSws9SLYFlRfCk8hmrsB4ttE5WbK2s2PrPXExpAQrC+e9ZdbxgTkyflp/bOySif2lJ0uy/nep3y9djTkSHreoyfAktSZEKCtebch4HJ0RxzunJwvet+5zlLU49nlBb/zJUtDTVyLot6a+o8O43CMOJwPy6FMyKwInC/qhs1U3uKa0FpYpWqFIB0WOAsJyNlh2j2e/lcWu2ZTS5BK+6rNa36rbIfCtsBjHwS2UuW7DyfCH9oS2rolW3lh1XKXpW2ZYqLQUmfMKiLHtR62Xacd1rFfaTpflBWb4yr8XHYPYnlzBVaSWtuB3NteqmnDcl54Gcl7IdzbaYWC4rps/atdb6Sl8mYT3pE9E/tY+V0s5BwCHP49LtXDi/K89Zh5yf80JULq1Ink/KNckwJKYXZa1iHl+8r4otD9Zs7VHm2Zadd02sd9XrgBS/ZKlYb5mHvjQI+/flV5nidXglrVmmf+pRl4UTwfZsIZGIaIPhE581knkWBn5LofI5hMWq/IrbKD2MaqmIGPYcd0HeCMI6nEI2O4fAUaU8TALjHytFngbgPlpafEIHu7Mfhkcj8GlPkBTblVaEKj0ax8C5GHDaW1ZkKp+KY+o3+d2sVuegROxdd3mLU7v2qP16ZH5NqS2MFTS2brXlERl2wnN3D7zneirqspjQ85FLG15su/a+IIfQcC8mM3a43y+vfGw62AsnQhi4tuj50AaSwuQXvXItZdhzOgDvgVrPelqQL2pq1XHV/Jf2XulVY816S+pxfbQdPWdK84MOprdkmCb3Tqq0lcQnfvQf8yNVpZU03b4e9B/RRhqlnDdzC+dB5o8Z9b019LAPTyP5eAoTZ91w7ituZQqxq4OwvSXzcOWTNd32wtOCsx4MlD1x0MH6udx2QwyeIx5Eik9lcxnE5fxCl6aQnH/qJcPDw3IfZkYQaVkLbYVzrmXnXRPrvfg6UGA0VOawHDJPMph5nKq45ulh2a/krWYtV7+HiIhajYHPGjHtkn8gb/fBZu/D6PUwEk+1MuT/8pZ3sNkQO6xvFQtBKM2farcO98PwKY0jHO1c3ErQaybY5FvoydLNLMdu+eRNLOC07Cm7IdHt9yKVzSJ7172o3HnlZxWLbi5asG6q52FMXlRupO3Ys6uQVOaVWrc1VcigNHBVGagyL6VuhXwrD942lswNeVN7Qw4Y3PB/Ya84Bkp9Be12rVX7vprVnHdDFh/DagFc4uY4wvK9Wp5Vc21DQd+CVFoH7yfFY1C8sXXCZmldYSX9Lgdcw2MIxmYh5rKYiUzArXQcnJlE7xeT1fNptUByhw2OE/I9M4rQXa1Y2dtDSCSmEU94YS3ZB8V9mPyjRWeBds617Lxb1fXWy+DZgszFLuw5Ngj/zYV6SKYTwRV02rxc/R4iImo1Bj5rxHDcj/hlJ7bf9WOw5xA6TR3Y/l870X0xVrOVpuXpsX3xXRsyqXjhZiE/g6mrfvhLX3eysF3wwbd3qWArg9SvhRuFzirtqOr0ejTbCf3K103zJFmoOH3UVPMJQN2epdSnJdibQrRyna7OQK+s00FTlRvkDUAGgN7PlJtdA3oue+B4VUsvehaCS6tX0bJ9X8Vqzrv1Mkg+KOyTavl7JUwH3bDPt8CVROKOfNtrg3nFrXLJALZaYyE6Pcz7XRi7NQW3sik3gojUXU9Ohw6j8rwYGH+UVN8Vhr12mF5EMHmxH73vD8JzcRR+rR5iy2jnXCvPu9Vbbx2sXwYR/NyOuRuj6HPasMcor99K3bHrSTUAasqy9XuIiKjltCJvtFbmsmImNiUClwdEj1JXRh4C6/l4Sfn26nV85rLlhdQL5eer1x0p1rmpVqeomuLnF+pyFNcBYuielrSExd8v0sr/l9QFaXTdatLqTlTWM5mnTa+5TqVl+4vzOrBQb6k1VruOj1Z/RtsPVddd2TatPszK84WmSh2flh1XTc36IcVlV6njU6uuSXHdFua1kL+r188oTm+mjk+JGnXcmqJs99ml56PUF1y0TTX3V0GxPsv89L9nRfBTq4DBIbyRheNeMy8ssd+rHcP561jxnFNerTjvWrjei/NLib9mRTwSFBNn3cKxS/m+Yb5eZaNYv4eIaO3xic8aSXzdDb/S+o/yC+0+B3o+9SHwaxLTZy2InfEjsuQPkzGMfhQq/KJeB4PZptb7wZPMojpF9THA9Fbhl/BkqrXFk1a+bprXTFBL199bXG+qYW9Y4Fbe72zc4mzV5P/jxaBa3M+BifOV9ZwKUskoLDsKv5m3bN9XsZrzLrOi1taKFvL3TKuKblVR7Jiye2+LGiO+P4OlzkajPCcgj4Ku7keTeWTThSdfbnUd84jJ61T3tym4vw9gaH+Np2H5DBK/N/MkJYPQR1orato515rzrrXrPbcoj8n1/sCDiPJoZ4dJrdejFDWcSs5i4mgGk+cDWLb7gUVYv4eIaD0w8Fkj+ZchhORNejk97I5ubbhID0Nlx5SZNBqqIr3XCfdB+X4zgkS1JmgfjcL29dJ/qq2HB9WGCUJ3E1WK4uXkjUAvQs3crbRg3VSvOeD6WN4uZKKIV2lONv9XVhuqg94O55fKrUcY0Wodxz4Poe/9+gPPxuSQui9vkKs0K7ykFzF4Px1Rb7isl7xwVavnJKeGvg/DZDAWRlu176tp8bx1OwpFsCrlH8cLxaNWqJi/I4mZKkWV5jDXzH19mSXq97yUN+B3I4g9bbCQ1J1xTN6v/Z30M3l9MXTDVq3/pr+191IvoggrdUwMA3DuV9Yxgcg55RjZFq3z3IuSHfI8Au+NhaJxtRgMdm2oKI3UPW1QO+dac941s9466Kr2c5VH6tfFOSz/wo9IrGLfv2LCoSPqzy9NSLB+DxHROmDgs4bCl/2IVZTTz6VTMHzsKOmMUgeTWWnpLbrQClUmhZzVXPKrYB5zf2mDVZnguhJAj8EP33eVdYhSmLycRP/x6jeW8/a6MXreDsNVH8Yrbrby98fhf60fjjp+ppxT/nupvatasG4qPRxfjMsb/jDG/x0rv3mVQcHouVF1MPdiYcm16WA/E4J3XwK+S5NIlf3im0fsuwBMnzhW5VfZ3C0PdlqVfmhci1vkqimPxLcDGFFuFvfJ4/N5lf31PAH/B92Ffn3mtWrfV9PaeZv3FvZ39q/SI5tC6IfCccVfc+XHfAnFX/DLfsnX8je+Hl/Ux1DqugcepW4OspirdyGLaBXXq9TvSXzrQKe9CzarF7FFTxeWkoDn8xp9aGVC8F9Ko+eySw3oFvlhrCJ/yXz9jQejGSu8N72w71DSDDAowas8etnS69RLGUBfnynk/5fyfMrLff/K8o+VjLus6nfiKS10eZ5C6ohFaxSlcM615rxrZr3NsBxUc1j5MX4awvjFwmB53stg5LuQzIHllGDT+r698LSzEY+iCKq7hfV7iIjWlFbkjVaZUt7d+qlXDJwcEBORGZFOxcXUjwPCcXxMxCu7+JibFYGTJoF9QyIQCYihgy4R1OqIpH8eEPYDVmFSy6dDGN60y3G7GHtQmF7mz6jwHTcL81GvCISnxXRoTLjl8gNJrZx9ekoMyO9a1bLq8rXLKucl16cwVZoTM5NyHXcp/WMExXRkWgQvu4Xr9FShTP6DMXXZ5d9X1iUtpj6X67VPboO6ngZh3i/HLy/Medl1q5c2H/vJMRFMxEVcmc+HQyL441Bh2QY5Tds/8ctyHfabtX5QCus08HNJ6fq/ZkTgtEOmu8RYSK5TOCC8J13Cd6+RPli0bZfLXNj+heNUvn+l5ISQAaQw7PeJeL2bng6KnkXzLXlpdceKr0X1tJrOF5XH1SSs8nNl+7BVx1XmMGVZhn1uMRGbFbOJoPCdlMPhMa2/ouKy/5/COlUcV/vnUyKt5U+z3L8L2zEgpuZXV8vfbzrE0OS0iCemRWDYJVyXg2LsSOE7pn3avLRv1G2J+j3ZyIDaT5DpZAN1O9S6Ok65L6aF76hVOIcDYioxK7LZtJiJjAmXco7K82vRXi7W8fnUJ8aUvByKqts5IfeZ+WCV45KSx/6gcu3R9ntMngMfy32WmhVB9Zok989xeT1KVT+fys7xYr9Dhh4xFp6Sy3cI34Mq+aAV510D6z1P+c5+g7wuT4io/Fw85BOujyfE1BWtvtp8flHqfBlEz5de4Trpk9eZWZFORkXwQo9wfB4Us39r81uS3BfDzsL5WZoni/tNST/qa6ivKyIiatw25T95AabV9iKH/A49lN8b87lCU6h4RQ+9+ktrdcXP6ZTvNdm8rkouO6f+mlrS5HWD5tdZ13yLblW1YN1UlfN5qbSCpe69xuebl/PSfuxVWrBr5eZuKK3a99W0at6LjsVC89ytOzYlTX5r+Xul+T1zoxfGY5Nw/5zF2OGKom7NyCcQvqeH40ChWFT+eRKJX9NIZzLQGUwwvWWFubJFP8WzSXT/U+kvJwpx1rqwXctce2odP+X7MqGx/V6c13L7shXnXRPrPb9Pit+ZX4+FeeRlgk4dXpxXiIho82DgQ0TUUnlEvtiOrosuBP+cgLNaQLJWKgIfIiKirYx1fIiIVuJZCH27t8FoH4dadV6OK/VErOfdi/tVIiIionXDwIeIaAVyiQj8TwzYc6ATphdJ+M8MIHEyiMCXluaKa7WIUoQrFYsiqozI91hmoSgZERHRVsSibkREK5JD4noA4UQSc/8wywCoGz371LbE1lEOybvxRX0qdey2wfIaK6YQEdHWxMCHiIiIiIjaHou6ERERERFR22PgQ0REREREbY+BDxERERERtT0GPkRERERE1PYY+BARERERUdtj4ENERERERG2Pgc9auz+Krve6YNu9Ddu2bYPnrpa+2Wy27XieROwpe28kIiIi2qoY+Ky1fQOY/mUKnoPKSA86zWrq5rNZtiOvdC45iK639sB2LaElEhEREdFWw8BnXSSRvCffDthhWe8O3ldk425H7o4H3e91oe9cAJFEApGMNoGIiIiItiQGPuvhSRzhR4Dh3T0waUmb0gbeDv0BL4K/TGPighu9Fr2WSkRERERbFQOfdZBJRBCR7737LIWETapdtoOIiIiI2h8DnzWXx8yDSfnuRKdZV0jS5HM55DZN/ft22Q4iIiIi2goY+Ky5JGLX5NsBB6yvFVJyD8fR98EowrEgvA4bRh7WEzWkEPpoD4y7uzH+aD2ijFZtBxERERHR6tsmJG2Y1sITP7p292FmOIr0WataCd/98BDGvzQhfMyI3htAz09pBI4u01pAJoReYzfUZy7/nkXwhFbL5nkSkV/TheGGbYfpHStMO7TRpbRqO9ZA5no3jD0hQK6rkOtKRERERFsPn/issWK9mO69ZuT+MwLX/UPwf2mFXv6znhiD73IQnoN1BAsGJ8Z/ncZ0JI7x4yVNC+h0MnxZfS3bDiIiIiKiNcAnPmsqj8gX29F10Qr3sA35Hb0Y+9yC8hoym0GLtuNFDrmX2nAjdDK8amBhfOJDRERERAx81lQCI8ZOeGCG9XUzbE4H7Ie74XhjszW33JrtSN4YRfipNtKINxwYOFx/j6kMfIiIiIiIgc9aqqgXk7ntgdMxApyPI/LlJnrys8m2g4EPEREREbGOzxrKPAiX9XtjOOhC/xEgdiaMhJoCJG9NIrGSxtAejcNm3IZt25p4GQ/B/7s2nyWsyXYQEREREbUQA581k8dMIiTfy/u9mXsh/9ur056SxBA6n0a9j0xyT2KI3E0ip42r9roRTQsoD/IafqWn4HpDm09Nrd8OIiIiIqLVxsBnzSQW9Xszb7cRRvmWvzuF+EdOFJ6jLCMXhme3DV32PXBdS2mJa6HF20FEREREtAYY+KyVZynEM4DlQCcWGp824dDHLpgexxG9H4L3h+0YPFrSNPVS9CZYDhsAgx02sxJurJFWb8dqeTiOrve61Jf9lPKESjrXC5uWNnhLbgQRERERbRls3GAN5XM5GbDoF5cA05p11lWbtgG1y3YQERER0dbBwIeIiIiIiNoei7oREREREVHbY+BDRERERERtj4EPERERERG1PQY+RERERETU9hj4EBERERFR22PgQ0REREREbY+BDxERERERtT0GPkRERERE1PYY+BARERERUdtj4LMmMgif6kKXdSe2bdumvkbua5PWWObWILres2Gnth7bvoppU+qTfzSKQ0b5vd19CD3VEhUPx+V8u7BHmdbEfImIiIiIVhMDnzVhgP1cEBOnHHJofRkOeBD83gPnXi2hITKAuzSIcEYOPvGj+1pJcLPXJec7AMd6byARERERURUMfNaITq+HyWqDTRtfNzo99K93onO3Nt4Q+d3XFiIbR8kwXtGtYL5ERERERKuLgQ81QAf7+STik2OYCM8icNKkpRMRERERbWwMfKhBeliOu+E6aJJDRERERESbw5YKfPK5FBJ3I4gor/tJZF5oE0q9yCGXyyHze0z9XPK5lo48clpa4mlOji3jZX5+HrHfM8i/1NIbJpcr16fypc4vXyNdky+btuwaI/80sfT6FpenfS7xbPl5VlPXcSAiIiIiaqGtEfg8j2H02E5sN/dh/LecmpR7MArnP3bi0FcRFFIKEle7YTN3wGi2ocvehdAT+dmH4+g7Ngh/Iovcb5NwmzqwvbJVs6KXGUQu9mLPP7fDdi6IlJx5NhFA/3/b0Pd9vGxZdclE4D3WDcc7HejoUF6dcMhx/yM56Y4X3U4bzGq6GTZnIb0gAf/8NPmd4QiUNgmqehrC4LE+eO6mkFeWt9+I7f/swsj98sBGWZ66HqZOdd947zW4NQ0cByIiIiKilhLtLhUQPQYIwCKG7s1piQXpkFsY5C6wno+L8ilRMSTTld0zcN4rnMPRkulpEThamGb4crr8e3OzYuKEQZ3m/HFWSyzKiuiwVZ2mvLwxLblO2ZBL+65DTDzWElVymQeVdIMYipRvhTrtgEX4EtrovIVtwNEe4ToZkJ9cEB0ubAMOTpSlFyzsG+dkWksrKpmv3GdlmjoORERERESt0eZPfHIIXxjApPKo44Abrn/pCskaw5FeuOR77IwfkYrHDdu199G7enjPWrHwTQNMbxWGMg9TSBcGValr/ei7pixsAO7jlRX/9bAeOKQNN05/sAdDaiNqYYzfTKhp5TIYuRYuf2ryKITxV9xLN119owPOyz0oXVvTLq3tudtJpKqUZivum/o1fxyIiIiIiFqhvQOfXBTh77QCXntNMBaGSpiw56jyPo7E72rCYu92wqwNLnInU1J8LIHQlXBh8EgnTOX39iuns6P7lEUdTFwKIlIMSJ5EMJm1wqoMX/Uj+ERNlfKI/ORD54fdZUHNIkdt6NyhDS+SQma+jtMKtOI4EBERERGtQHsHPs/TSGqDuOnBofe60FX26oX3njLRALyifqp5mRTixfo1cl6NPxVZnuWIGw5lIDOCyduFRyOJm+PQfxaA90vlcVDJ06DnYUxedaHn4AZoe20tjwMRERERURXtHfjoti80ufz+KKZ/mV70mkkLCJHG0Nva55ql11d5ktFiu7rhOlkY9P8QRCofQfBSJ3oPmGA/NgjleVDxaVDqlh/xU92wt/rJUzPW8jgQEREREVXR3oHPayZ0qvVipMfp2q2aNd3UdAmdCeYD2nBuDnPaYGvp4TgxpDwXAW6PY/zMJPwne+B4VY7vdcJ9UL5nRhC+G0PoMuA+Uigat+7W8jgQEREREVXR5o0bWNEzrBYOA66FEa1aXyWH0EdGjDzURptmwqGTzsLgnRgS1Zb1cuXhkM5qh0sNIhIY/SaOwWN2reEFE7o/VJoIAEY/cMJncaF7lzq6AazlcSAiIiIiWqzNAx8ZDnw4hqlPlar/frhPTSJV+lQhn0H4XDc8GIerBUWsDMd9CJ5UmhLww/ddrKyFtfzvfvSdHNHGgLlsc51/ljZygIPlLbbNt/yWyaD3uGOheNkGsJbHgYiIiIhoEa1Z67aXjowJ92GzMMAkrAfswn7AKsxvOsTA5IzIap9RRIe1fmjKXk4R+ENOjHmrTKvsz2ZOzIZ9wrXPJAxv2oXzqFMuS76fDoiZn4fKv3s0ICp7wqnL4wnhgEG4fy5d84L4JauAYUhM1+gQJz3pLF8H7aX2K/RHQDirTCv2yVP9u16hTq2xbyr7K6r3OBARERERtdI25T95g7q1vMgh94oe+jWo+J/P5aErLuhlHrkXSjsIG6HFgQ1gDY8DEREREW1tWzPwISIiIiKiLaXt6/gQEREREREx8CEiIiIiorbHwIeIiIiIiNoeAx8iIiIiImp7DHyIiIiIiKjtMfAhIiIiIqK2x8CHiIiIiIjaHgMfIiIiIiJqewx8iIiIiIio7THwISIiIiKitsfAh4iIiIiI2h4Dn1bIxeC/GEZKGyUiIiIioo2FgU8r5FIIf5FARhslIiIiIqKNhYFPC+QSEYS0YSIiIiIi2ngY+KzUixjGL/i1ESIiIiIi2oi2CUkbbkN55HJ5+Z5FKpFC1tgJ+xt6mZxBIjaDvBy3KuNV5HMpJJXvKCPbjdjzphmGHeqkeflnEYx+0gvPLaWQ2xCmsoOwFSZBt0MP3SvaSD4HdTXyaSSTacz9Yw9sbxugK0zU1jGP9O8zSM91YI/VAkNhovxqTk6RW/A0jlTWiM79ZuhlSuZRFDN5Of62HNeWU/hscT7Fz6oTkHwUV+dtsphh0mszb4q2vq/ooZ/fH9XSiIiIiIg2jvZ+4pOJwHuwEx0dO9Fp70LXjSTy90dwyOlB5GEILnMHjO+HyuvmPI9h9NhObDf3Yfy3nJqUezAK5z924tBXERRS5KxvDeLQByOYSha/PQnvsW50ay//Iy1ZytzxwvFOBzqMMuBR1uPCwnwW1lEGV1Y5ze5F5Lk2Ta5ZZNiBzo4O7LQo00JIvohhxNENz90EQif3oOOfvQg9Uz6bgN9pg3l+PvKzcimJb/vQfcqPRFYGP9fc2NmxHTs/CDXVEEP+0Tj6PhhHJBFF8Ixcxjm5HU/DGPzAg2AsjuCpTnR9HZNhEBERERHRBqM88Wl3s9/bladaAmd9wvdxQMzKtPgFUyENThH4o/A5kQqIHoOSZhFD9+a0xIJ0yC0M8vPW83FROiU6rHxeeXlFVEurblYEjmifPRoQaS21aPbfTm0+JetT9HhC2NVpQ8J3wS0CKZn2wCdMahqEc7JkbveGtPkMCO95p/DGStb2j4BwqtMMYihSvn3LSviE/ePgwnqr62QQhl1uMfWnEHORIXX/wOAVce0jREREREQbxZao47N9h1ac7SsfskedkAEDLEd9cO+3w3HaBftrysQcwhcGMKk8wDnghutf5cXBDEd64ZLvsTN+ROYf1zRiO1As+lbF9iWmQbe9UGQNI/BlnXC+LgffdsL3sR32wwNwvStDjqJX5HJUo4jovRjaV7Idr5nQqQ5kEHuSVofqk8Hk+STcw07ML+lFDlnlWdn7vXC8KlfRZIfngg8TN92waB8hIiIiItootljjBr2wW7VA4HUnxiLTmLrgKNzM56IIf6cVW9trgrEwVMKEPUeV93EkflcT1kXvfptWN8gE55VpTP/sg0MN3BazW8za0GKRTFkBv6W9zEJ3xK0GOEWZx3Ek5Hv3Xm0Zr9vhPi2DsH3V60wREREREa2nLRb4dGB7rXr9z9NIaoO46cGh97rQVfbqhfeeMlGGSUs9nVllHf+otQGr6BUznMctWsClyGPmwaR8d8JmYaBDRERERBsfm7Mumi9OJr0/iulfphe9ZtICQqQx9Lb2uS0ricQd+bbXBnONp01ERERERBsJA58ipf5LsQLL43R5S2+lXmrvS7k/gm3HJmvPo4q5eua7UTyJI/wIMDhtZfV5Mnf9iDSy0UREREREa4SBzzwreoYdhcFrYUTnm5QulUPoIyNGHmqjkm5Hjar8ukaKpOWQuBvShjeg5zH4L44j/KTQUHXmQRgR+T5fv0eVQOBMCguPzYiIiIiINg4GPiVMH45h6lOrHPLDfWoSqdKnMPkMwue64cE4XCVF3cx7tcYRZCgQ1xo9SP0ahWO/ZaEFNJUBlneVeUu5OcwVhlS5Oz5EXzq1MWDuxUbqCSeD0Ckb+r7ox/g9pSW4FKZuRNVt05UEd6lrPsRP9cO+DlWQiIiIiIiWs01p01obbj/PJtGtdPCpjS7wIiqGoIUhi2TujsP7zTiCt/IwHTBhuwxT0ukOOM744DlurniokUfyugeD50YRfmGG3ayHbq8HY5ccarPZ5VKIfOVB/5VJ5F+3w/JPPXLP87B86IPXFMJ2q0f7nDQchThrwuQxI3pvaGklvDGBoX3aiCqGkW02GZhVOBpA+qcepL7aBts5LW2eE4E/guhZpp5O6novbD/sQeCyHakfx5A5NgpHzIXuuzZMDDtk4DaOyKsD8J00lzSAQERERES0cbR34NMKL3LIvaKHvp47+kY/+1IHffHDL/PI5eX4jsLohqOur3zXlWxftTQiIiIiog2IgQ8REREREbU91vEhIiIiIqK2x8CHiIiIiIjaHgMfIiIiIiJqewx8iIiIiIio7THwISIiIiKitsfAh4iIiIiI2h4DHyIiIiIiansr6scnHo/j2LFj2hgREREREVFrvfvuu7h69ao21rwVBT75fB7/43/8D22MiIiIiIiotbZv3w6j0aiNNW9FgQ8REREREdFmwDo+RERERETU9hj4EBERERFR22PgQ0REREREbY+BDxERERERtT0GPkRERERE1PYY+BARERERUdtj4ENERERERG0O+P8BCquj9QSeb8EAAAAASUVORK5CYII="
    }
   },
   "cell_type": "markdown",
   "id": "698ab627-a610-4f34-bfbf-69cae383fa48",
   "metadata": {},
   "source": [
    "<div>\n",
    "<img src=\"attachment:8360f8e4-9dac-4ce2-bddd-deff646f0463.png\" width=\"500\"/>\n",
    "</div>"
   ]
  },
  {
   "attachments": {
    "ca521aa7-e9eb-4215-991d-146a67563170.png": {
     "image/png": 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"
    }
   },
   "cell_type": "markdown",
   "id": "41426125-c979-4297-af42-cf5913dca570",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-success\">\n",
    "    \n",
    "### Aufgabe\n",
    "***\n",
    "    \n",
    "Betrachten Sie den folgenden Graphen $G_4=(V_4,E_4)$.\n",
    "\n",
    "<div> <center>\n",
    "<img src=\"attachment:ca521aa7-e9eb-4215-991d-146a67563170.png\" width=\"250\"/>\n",
    "</center>\n",
    "    \n",
    "Bestimmen Sie mit dem Rabin-Vazirani-Algorithmus für den Graphen $G_4$, ob ein perfektes Matching existiert. Falls ja, geben Sie solches Matching an.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7d6d017d-58b6-479f-844c-5a871d1fb022",
   "metadata": {},
   "source": [
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "24d22b97-d2c6-4036-9965-73822e4fd3a2",
   "metadata": {},
   "source": [
    "## Perfekte Matchings in Bäumen"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eb31ab4c-13a8-4f49-88ee-a9e70f9a2875",
   "metadata": {},
   "source": [
    "Zuletzt werden wir noch perfekte Matchings in einem interessanten Spezialfall von Graphen betrachten. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a3d02e6-60b3-4a51-837b-99626a84071c",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "Ein Graph $T=(V,E)$ ist ein <b>Baum</b> genau dann, wenn er zusammenhängend und kreisfrei ist.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3b6cc1b9-311e-4b55-9276-b50989d687d2",
   "metadata": {},
   "source": [
    "Perfekte Matchings in Bäumen besitzen eine spezielle Eigenschaft: Sie sind eindeutig."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7341e0df-b3a2-49a8-9be2-0928f746f154",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-success\">\n",
    "    \n",
    "### Aufgabe\n",
    "***\n",
    "Beweisen Sie, dass jeder Baum höchstens ein perfektes Matching besitzt.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4523725b-68f9-42eb-8102-14b05b350039",
   "metadata": {},
   "source": [
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "51d872b2-14f5-4be8-a532-4a95a5431e0e",
   "metadata": {},
   "source": [
    "## Perfekte Matchings in bipartiten Graphen"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "31e6ddc3-3e0b-492d-baa1-4c74b165b241",
   "metadata": {},
   "source": [
    "In bipartiten Graphen besitzen perfekte Matchings ebenfalls besondere Merkmale."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fd1d1c21-bcca-4866-936f-7df69f309e27",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "Ein Graph $G=(V,E)$ heißt <b>bipartit</b> genau dann, wenn $V_1, V_2 \\neq \\emptyset $ existieren, sodass $V = V_1 \\uplus V_2$ und nur Kanten zwischen Knoten aus $V_1$ und $V_2$ existieren, d.h. $$\\{v,w\\}\\in E \\ \\Longrightarrow \\ |\\{v,w\\}\\cap V_1 |=1 \\ .$$\n",
    "</div>"
   ]
  },
  {
   "attachments": {
    "49eac676-824c-4570-b406-9a7ac8e7bf67.png": {
     "image/png": 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"
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Mo0ePmg5BknT48GHTIaxJaAmH9RvMxXZouKJYLBprpS00PDysXC5nOoxVCy3h8N0s5mI7NFxx/Phx0yHM88orr5gOYdVCOWmgWCyqqalJnZ2d6uvrq/bj4IAtW7Yon8/r1q1b7FCD1datW2c6hDtMTU05ee5aRd7ppVJJ5XJZX331la5duzb76/fff79+8IMf6P3335fE+g2msR0arpg57dk2IyMj2rVrl+kwVmzV7/ZSqaS33npLf//3f7+sP5Tvfe97unTpkjZu3KhEIrHax8IDbIeGK2Zav7Z58803nUw4K26pFQoFtbe3rynzJxIJvfrqq2publ71a8BdHOAKV8z8XbWRgavM1mzZCadUKqmrq6uiX/xEIqHBwUEqngjhdGi45IEHHqj44ZyV4mLCWdYutVwup/r6+opn+kKhoGQyqYGBgYq+LuzFdmi4xNZkI00XAa65Z8Lp7e1VS0tLVYPo6Ojw8ihu3Int0HCF7f8euXiK9F1bar29vaEOPKVSKZ0/f56dSx5jOzRcMdP+tdXY2JgaGxtNh7EiS1Y4Q0NDoU/XZrNZHTlyJNRnIjxsh4ZLbP876uKGm0UTTi6XU3t7e9ixSJo+oG5oaMjIs1FdbIeGa+LxuOkQluTi4OcdCScIAj333HMmYpnV3t7u5IIY7o7ToeGaJ554wnQIXrkj4bz22muamJgwEcs8XV1dpkNABXE6NFy0efNm0yEsqrOz03QIqzIv4ZTLZXV0dJiKZZ7h4WHn737At9gODRft2bPHdAiLcvWYsHkJx5Y7H2a4fvcDvsV2aLgokUgoFouZDuMO27dvNx3CqsxLOCdPnjQVx6KGh4ed3GuOO73zzjuSpK1btxqOBFiZF154wXQI86RSKSc3DEhz5nBmrhCwzejoKGeuOWDmxPD/+7//029+8xs9+OCDkqTGxkaVSiXV19crlUrpwoULhiMFVmbm768t8vm8s8eBzW40n7mR0zanTp0i4Vho5rTw06dPK5vN3vX3PvLII3riiSf0l3/5lyFFB1ROXV2dMpmMFbd+trW1OZtspDkVDqeiYjlyuZxefvnlVZ8WHovFdOzYMe3du9f6wTpgRrlc1oYNG0yH4eTpAnPNruFcuXLFZBywXLFYVDKZVEtLy5quppiYmFB7e7saGhp07ty5CkYIVE9tba1GR0eNxnDixAmnk400J+Hk83mTcdwVQ6Bm9fb2qqmpqaK3H05MTGj37t3asWOH9YckApLU3NysTCZj5NltbW3av3+/kWdX0mxLzcZ7u2e4Xka6KggC/dVf/VXVW63xeFz5fJ6BUDgh7OWH1tZWvf/++160oH9Lsv8YboQvCAI9/fTTobyxxsfH9eijjzLoCye88cYboU36p1Ipb5KN5EiF83d/93eqq6vTpk2b9OCDD6q2tpbvhqtsx44d99x9VmmxWEyFQoE/WzhhaGioqoccZzIZdXd3V+31TZhNODZfpXo3bW1tkqRt27bpO9/5DkmpAsK+B2kun9oH8F+hUFB7e3tF1zfj8bjefvttL8dBnNgWPTY2ps8++0w3b97UF198oatXr6pUKi37O3CS0vLlcrmq3/B6Lz5+Zwd/FYtF/emf/ql+85vf6Jtvvln160RhZGA24Zj8rvZuljOdPtP7JymtXTKZrOh3a6s1OTkZqa873DXzzfrIyIh++7d/WxcvXtTJkyeXfep+Z2en9u7dq61bt3qbaGbMJpxCoaBkMmk6njsMDg4qnU6v+XVISvdW7Z70SrS1tXERH6w3cyRYMpnUJ598csfHvvrqK127dk3S9GkuM/923H///frBD36ghoYG75PMXLMJx9b7u8P8TjfKSSkIAjU0NFhxF9IMtsPDdjPVDWc+Ls9swpGmLz3r7+83Gc88iUTCuoFUX5OSjRUuazmw2d2qGyxuXsKx7cRoV79rcDEp2biGZ+M3HMAMqpuVm5dwJHt2q/n+j41tSSkej1vVTpvB5gHYiOpmde5IOLbc/cB3DeElJdsq27kqtWkEqCSqm9W5I+FI0sDAgDo6OkzEI2l6m2BfX5+x57ukEknpr//6r/VP//RP1Qxz1Ug4sA3Vzeotuh9v//79+p//+R8jGwhaW1t19OjR0J/rqpldXHfbzXWvpDQ2NhZKrKtx5swZEg6scvjwYUnSyZMnDUfinkUrHOnbwxsvXrwYWjCxWExffvmls/d1u8qm+ZuFmMeBTahu1ua3lvpATU2NTp8+rdbW1lACicfjKhQKJBsA1qK6WZslE440fcvd+++/X/VLh1KplK5fv85uJADWKhaLGh4eVjKZZKPAKt014UjTlU53d7cGBwcVi8UqHsCJEyd04cKFSB3vYJtNmzaZDmFJfBMCW1DdrN09E86MdDqtGzduVKza6ezs1NTUlBfXprruwQcfNB3CkrZu3Wo6BIDqpkKWnXCkb6udqakpnThxQqlUakUPe+ihh9TX16exsTH19fWxXmMJm6uI+++/33QIANVNhSy5S225yuWyRkZGdPPmTV2+fFmlUmnex5955hlJ0ieffKKf//znDEpZysQNn8sxNTXFNyYwip1plbPmhZPa2lrt2rVLku46L5FIJPTzn/9cp06dIuFY6Nlnn7Uu4aRSKZINjKO6qZw1Vzgreti6dYrH4/r666/DeiSWyZYjjeY6e/bs7DczgAlUN5W1ojWcters7NT4+LgVN0pivrq6utlz12wQi8W0fft202Eg4qhuKivUhLN3715J0sjISJiPxTIdOXLEdAizjh07RjsNRrEzrfJCTTiPPfaYJOn1118P87FYpsbGRiuqnFgsNvvNCWAK1U3lhbqGI327G4p7TuxULpf13e9+V5OTk8ZiYCcjTGPtpjpCrXAk6cUXX5Qkffjhh2E/GstQW1trdLfagQMHSDYwjuqmOkKvcGZ2Q6VSKV24cCHMR2MFTJwgnUgkVCgUqHBgFNVN9YRe4dTV1SmZTCqbzSoIgrAfj2VKp9M6ceJEaM9LpVIaGBiQJLW0tKi3tze0ZwNzUd1UT+gJR5Kee+45SdLly5dNPB7LtH//fo2Ojlb9OZlMRhcuXNCf/MmfKJ/PKx6Pq6enh6SD0LEzrbqMJJw9e/ZIkk6dOmXi8ViB5uZmTU5OKpFIVPy1Y7GYzp49q+7u7tlfSyQS85LOjh07qIQRGqqb6gp9DWf2wZw64JyhoSEdPHhQExMTa36tTCajQ4cOLTlrUyqVlE6nlc1mlUqldP78ea6wQFWxdlN9RiociVMHXDRzRcXg4OCKTwqXpm91zWQympqaUnd3910HO+vq6nT+/HmlUills1lt3LjxjoNhgUqiuqk+YxVOLpdTS0uLTpw4wZ04jpo5KfzNN9+UJF25ckX5fF7SdHJ54oknJEnbtm3TCy+8sKq5qyAIdOjQIfX39ysejyufzzO/hYqjugmHsYRTLpe1YcMG/oCxLL29verp6ZHEYCgqL51Oa3h4mL9bVWYs4UicOoCVmTsbxD8MqBSqm/AYW8OROHUAK5NOp2e3aTOrg0ph7SY8RiscTh3AahQKBT355JMaHx9XJpOZt60aWAmqm3AZTTiStGXLFuXzed26dYttr1i2UqmkZDKp8fFxtk1j1Vi7CZfRlprEqQNYnbq6OuXz+dlt0zt37mRAFCvCqQLhM55wOHUAq8WsDtaCtZvwGW+pSZw6gLVhVgcrxdqNGcYrHIlTB7A2NTU16uvrUyaT0fj4uOrr65XL5UyHBYtR3ZhhRcKZuU54ZGTEcCRwWXd3twYHByVNb5sm6WAxrN2YY0XCeeyxxyRJr7/+uuFI4DpmdXAvVDfmWLGGI3HqACqLWR0shrUbs6yocCROHUBlca8OFkN1Y5Y1FQ6nDqAauFcHM6huzLMm4UicOoDqCIJAO3fuVDabZdt0hHGqgHnWtNQkTh1AddTU1Oj8+fOz2++TySQDohHDzjQ7WJVwOHUA1cKsTrSxdmMHq1pqEqcOoPq4VydaWLuxh1UVjsSpA6g+ZnWiherGHtYlHE4dQBiam5vnbZsm6fiJtRu7WNdSK5fL2rBhA+UvQsG9On5jZ5pdrKtwamtrlUqllM/n2UmEquNeHX9R3djHuoQjceoAwsW9On5i7cY+1rXUJE4dgBncq+MPdqbZycoKp66uTslkUtlslvYGQsOsjj+obuxkZcKROHUA5nCvjttYu7GXtQmHUwdgErM67qK6sZeVazgzOHUApnGvjltYu7GbtRWOxKkDMI97ddxCdWM3qxMOpw7ABszquIG1G/tZ3VLj1AHYhHt17MapAvazusLh1AHYhHt17EV14warE47EqQOwC7M6dmLtxg1Wt9QkTh2AvbhXxw7sTHOH9RUOpw7AVszq2IHqxh3WJxyJUwdgL+7VMYu1G7c4kXA4dQA2Y1bHHKobt1i/hjODUwdgu1KppHQ6rWw2y2VuIWDtxj1OVDgSpw7AftyrEy6qG/c4k3A4dQAuYFYnHKzduMmZhPPYY49Jkl5//XXDkQB3x6xO9VHduMmZNRxJ2rFjh7LZrCYnJzlSBE5gVqfyWLtxlzMVjsSpA3APszqVR3XjLqcqHE4dgKu4V6cyqG7c5lTCkaQtW7Yon8/r1q1bbDmFU0qlkpLJpMbHx9k2vUqcCO02p1pqEqcOwF3cq7M27Exzn3MJh1MH4DJmdVaPtRv3OddSkzh1AO4LgkCHDh1Sf38/l7ktA2s3fnCuwpE4dQDuY1ZnZahu/OBkwuHUAfiiu7tbg4ODkqa3TZN07sTajT+cTDicOgCfMKtzd1Q3/nByDUfi1AH4h1mdO7F24xcnKxyJUwfgH+7VuRPVjV+crXA4dQC+4l6daVQ3/nE24UicOgB/BUGgnTt3KpvNRnbbNKcK+MfZlprEqQPwV9Tv1WFnmp+cTjicOgCfRXlWh7UbPzndUpM4dQDREKV7dVi78ZfTFY7EqQOIhijN6lDd+Mv5hMOpA4iK5ubmedumfUw6rN34zfmWWrlc1oYNGyi/ERk+36vDzjS/OV/h1NbWKpVKKZ/PR2oXD6LL13t1qG7853zCkTh1ANHj4706rN34z/mWmsSpA4guX+7VYWdaNHhR4dTV1SmZTCqbzXrRWgCWy5dZHaqbaPAi4UicOoBoc/leHdZuosObhMOpA4g6V2d1qG6iw4s1nBmcOgC4da8OazfR4k2FI3HqACC5da8O1U20eJVwOHUAmObCrA5rN9HjVUuNUweA+Wy+V4dTBaLHqwqHUweA+Wy9V4fqJpq8SjgSpw4AC9k4q8PaTTR51VKTOHUAuBsb7tVhZ1p0eZdwJGnLli3K5/O6deuWN6foApWSy+XU0tIiSWvaNl0oFDQyMqJLly5Jkv793/9d4+PjkqRUKqW6ujrV1dVp79692rp16+x7kbWbCLvtoUwmc1vS7dHRUdOhAFbK5/O34/H4bUm3M5nMsj9vbGzsdiaTuR2LxW5LWtF/qVTq9i9+8Yvbkm4nk8kq/t/BVl4mnHw+f1vS7c7OTtOhANaanJycTTqpVOr2rVu3lvy9U1NTtzs7O1ecZBb776GHHrr9z//8zyH+n8IWXrbUJE4dAJajVCopnU4rm80ueZnbwMCAOjo6Kv7sVCqloaEha7Zpo/q826U2g1MHgHu72706QRAonU5XJdlIUjabVSKRULFYrMrrwz7eJhxOHQCWZ7FZnatXr+rpp5/W8PBwVZ89MTGhpqYm49u0EQ5vW2qcOgCsXG9vr3p6erRly5bQ3zf5fF6JRCLUZyJc3iYcSdqxY4ey2awmJyfpEwPLNPO+CVt9fb0+/fRT3qse87alJnHqALBSAwMDRpKNJE1OTqq1tdW6Q0ZROV5XOJw6ACzfTBvatMHBQaXTadNhoAq8TjgSpw4Ay9XV1aX+/n7TYUiSpqamVFtbazoMVJjXLTVJeu655yRJly9fNhwJYK9isWhNspGko0ePmg4BVeB9wtmzZ48k6dSpU4YjAez1xhtvmA5hnp6eHtZyPOR9S03i1KQf47AAABkqSURBVAHgXuLxuCYmJkyHMQ+He/onEosanZ2d6u/v1wcffKBvvvlGknTmzJl5v2fbtm36zne+o02bNs072RbwXaFQsC7ZSNLFixdJOJ7xvsLJ5XJ655139MYbb8wmm+Xo7Oy841h1wEfVOittrWKx2Ox1B/CDtwmnWCzqz/7sz9Z8llo8Htfbb7/Nd1rw1sz9NDZid6lfvNs0UC6XlU6n1dTUVJGDO8fHx9XS0mLNXfBAlNy4ccN0CKggryqcYrGoH/7wh1XtR7OQCd888MAD1rauxsbG1NjYaDoMVIg3FU4ul1NTU1PVFz9bWlrU29tb1WcAYbI12UjSZ599ZjoEVJAXCWfuHe1h6OnpIekAIdi4caPpEFBBziecUqkUarKZ0dPTwx0e8EIqlTIdwpLuu+8+0yGggpxOOEEQKJlMGnt+S0sLGwngPJuvA+A8Nb84nXCOHDlivP/c2tpq9PnAWtmccGyODSvnbMIplUrq6ekxHYYKhQKtNTht5jp229jc6sPqOJtwurq6TIcw6+WXX+agQThr69atpkNY1IEDB0yHgApzMuGUSiWrJqMLhQLXH8BZNTU1VlYTjz/+uOkQUGFOJhwbb+/k+gO4zLZqIpFIsH7jISdPGtixY4exe9fvxsEvJTArmUxW5DioSuCEAT85V+GUy2Urk40ka96swGq8+uqrpkOQJLW1tZFsPOVcwrF57oWEA5c1NzdbsZZz5MgR0yGgSpxLOF999ZXpEABvDQ0NKRaLGXv+2bNnqW485lzCuXbtmukQlrTwFlHANb/zO79jbJt0JpPRrl27jDwb4XAu4QCojlKppIcffljvvfee/vzP/zzUZ6dSKR0+fDjUZyJ8JBwAKpVKSiaTGh8fVyaT0dDQkPL5vOrr66v+7Ewmo/Pnz3OzZwSQcCqIuQG4KJfLqb6+fjbZdHd3q6amRolEQp9++qkSiUTVnn327NnZ58F/ziWcav7lXytbjwgBljL3LqnBwUF1d3fP+3hdXZ0++ugjDQ4OVvS5bW1tGhsbY80mYpxLONyPAVTGwMDAbLIZHR1VOp1e9PfV1NQonU5rampKmUxmTc9MJBIaGxvT0NAQu9EiyLmTBoIg0Pr1602HsajJyUnaanBCb2+venp6FI/H9fbbb6u5uXnZnxsEgS5fvqxTp07prbfeuue17qlUSgcOHNDjjz/O+yPinEs40vRJ0f39/abDmCcWixm/mwe4lyAIdOjQIfX39ysejyufz685CQRBoBs3bkiSPvvsM23cuFH33XefamtrSTCYx8mVuqeeesq6hLNv3z7TIQB3FQSBdu7cqWw2W7FkI0233GbaY7TJcDfOreFI0vbt202HcIc9e/aYDgFYUrlcnk02qVRK169fp/pA6JxMOLW1tWtevKyktrY2q3fPIdpmBjpnkg0zLzDFyTUcabo90NDQcM8FyzBwlDpstXCg8/DhwyQbGONkhSNN942PHTtmOgyOUoe1lhroBExxtsKZYfIytng8ruvXr/MmhnUWDnQuNWMDhMn5hBMEgTZu3GhkSzJzN7DRwMCAOjo6JE0PdK5kxgaoJmdbajNqampCO2RwrtHRUZINrNPb26uOjg7F43GSDazjfIUzY+7iaDXV19frl7/8JW9kWKUaA51ApXmTcKT5g23VkEgkdPHiRd7IsEq1BjqBSnO+pTZXTU2NLly4oMHBwYpfk5tIJPSTn/yENzKswkAnXOJVwpmRTqd148aNigyHdnZ26ubNmyqVSspkMioWixWIEFg7BjrhGi8TjjRd7XR3d2tqakqjo6Pq7Oxc9uemUimdPXtWU1NT6uvr0+/+7u/qH/7hHyRJzz77bLVCBpZt4UAnyQYu8GoN517mnmp76dKleR9LJBK677771NDQsOQbN51Oa3h4mLkGGDV3xmZmoBNwQaQSzlqVSqXZ7ddTU1Oqra01HBGihoFOuMzbllo11NXVzV61+9JLLxmOBlGz3Bs6AVtR4axQEAT6wz/8Q+XzeQbrEJq13NAJ2IKEswrFYlFNTU2cpYaqY6ATPqGltgqNjY3q7OzU+Pi4jhw5YjoceGpmoJNkA19Q4azS3ENDuQ8HlVYul/XjH/+YGRt4hQpnlWpqapjNQVUw0AlfkXDWYNeuXWpra1M+n9fQ0JDpcOABBjrhM1pqa8RsDiqFgU74jgpnjZjNQSUsHOgk2cBHVDgVwGwO1oIbOhEVJJwKYTYHq8FAJ6KEllqFMJuDlQiCQF1dXbPJJp/Pk2zgPSqcCmI2B8vBDZ2IKiqcCmI2B/fCDZ2IMhJOhTGbg6Uw0Imoo6VWBczmYKGFA52HDx8m2SByqHCqgNkczJXL5VRfXz+bbLq7u0k2iCQqnCphNgcSN3QCc5FwqojZnGhjoBOYj5ZaFTGbE129vb3q6OhQPB4n2QD/HxVOlTGbEy3c0AksjQqnypjNiQ5u6ATujoQTAmZz/MdAJ3BvtNRCwmyOv+bO2DDQCSyNCickzOb4iRs6geWjwgkRszl+4YZOYGVIOCFjNscPDHQCK0dLLWTM5rhvYGBgNtmMjo6SbIBlosIxgNkcd3FDJ7B6VDgGMJvjHm7oBNaOhGMIsznuYKATqAxaagYxm2O/crmsH//4x1yaBlQAFY5BzObYjRs6gcqiwjGM2Rw7cUMnUHkkHAswm2MXBjqB6qClZgFmc+yxcKCTZANUDhWOJZjNMY8bOoHqosKxBLM5ZnFDJ1B9JByLMJsTPgY6gfDQUrMMsznhmRnozGazDHQCIaDCsQyzOeHghk4gfFQ4FmI2p7q4oRMwgwrHQjU1NTp9+rQk6fnnn1cQBIYj8gc3dALmkHAsxWxO5eVyOdXX188mm+7ubpINECJaahZjNqdyuKETMI8Kx2LM5lQGN3QCdiDhWI7ZnLVhoBOwBy01BzCbs3JBEOjQoUNcmgZYhArHAczmrAw3dAJ2osJxBLM5y8MNnYC9SDgO4d6cu2OgE7AbLTWHMJuzNAY6AftR4TiG2Zw7cUMn4AYqHMcwmzMfN3QC7iDhOIjZnGkMdAJuoaXmqKjP5vT29s5emvb222+zaw9wABWOo6I6m8MNnYC7qHAcFrXZHG7oBNxGwnFcVGZzGOgE3EdLzXFRmM0plUp6+OGHSTaA46hwPODzbM7Cgc7Dhw+TbABHUeF4wNfZHG7oBPxCwvGEb7M5DHQC/qGl5hFfZnMGBgbU0dEhSZHYfQdEBRWOR3yYzeGGTsBfVDiecXU2hxs6Af+RcDzk2mwOA51ANNBS85BLsznlcnk22aRSKV2/fp1kA3iKCsdTLszmcEMnEC1UOJ6yfTaHGzqB6CHheMzW2RwGOoFooqXmOdtmcxYOdHJpGhAdVDieW8lsTrlcVrFYVLFY1NDQkM6dOzf78yAI1hwLN3QC0UaFEwF3m80pFAp69913dfLkSU1MTNz1dRKJhJ5//nnt2bNHiURiRTFwQycAEk5EzJ3NGRsb0y9/+UsdPHjwnklmKbFYTMeOHdPevXvvuv7CQCeAGSScCOnq6tK//uu/ampqSqVSqSKvmUgk9Oqrry5asTDQCWAu1nAiIggCXblyRWNjYxVLNtJ0S66lpUVdXV3z1nkY6ASwEBVOBJRKJbW2tqpQKFT1Oa2trRoeHpYkBjoB3IGE47lSqaRHH31Uk5OToTwvFovp9u3bmpyc5IZOAPOQcDw293ibMD300EP6i7/4C73yyiuhPheA3VjD8dTMgn3YyUaSvvzyS/33f/936M8FYDcSjqdee+01ZbNZY88fHh626jgdAObRUvNQuVzWhg0bTIehWCymGzdusIYDQBIVjpeOHj1qOgRJ0sTEhPX38QAIDxWOZ+Ye1mkLGw4NBWAeFY5n3nrrLdMh3GFkZMR0CAAsQMLxzOnTp02HcIc333zTdAgALEBLzSO2bBZYzK1bt9g8AEQcFY5HPv74Y9MhLOnGjRumQwBgGAnHI9euXTMdwpI+++wz0yEAMIyEg1DcvHnTdAgADCPheOTMmTOmQ1jSF198YToEAIaRcBCKq1evmg4BgGEkHI9s3rzZdAhLeuaZZ0yHAMAwEo5HHn74YdMhAMCSSDgIxaZNm0yHAMAwEo5Htm3bZjqEJf3+7/++6RAAGMZJA56Jx+OamJgwHcY88XhcX3/9tekwABhGheOZF154wXQId3j55ZdNhwDAAiQcz+zdu9d0CHc4f/68crmcgiAwHQoAg0g4ntm6dasSiYTpMGY1NjbqP//zP9XS0qKNGzdqYGBA5XLZdFgADCDheKampkavvvqq6TBmvfnmmxobG1NnZ6fGx8fV0dGhDRs2qKurS8Vi0XR4AELEpgFPJZNJFQoFozG0tbVpaGho9uflcln/+I//qJ/97GcaHx+XNB3nyZMntXXrVq4vADxHwvFUsVhUU1OT0RgmJydVV1d3x68HQaDLly9r3759yufzkqZ3sv30pz/Viy++yHXUgKdoqXmqsbFRZ8+eNfb80dHRRZONNN32a25u1ieffEK7DYgQEo7Hdu3apUwmE/pzT5w4oebm5mX93sbGRvX19WlqakonTpxQPB5Xf3+/mpqatGXLFna3AR6hpRYBvb296unpCeVZmUxG3d3dq/582m2Av0g4ETE0NKT29vaqPmN0dHTZlc1yFItFHT9+XP39/bO/1tnZqQMHDqixsbFizwEQDhJOhBQKBT355JOzO8QqJZFI6L333qtaEmB3G+AH1nAiJJFI6Pr16xocHFQsFlvz68ViMQ0ODuqjjz6qasVRW1ur/fv36/r16xodHVUymVQ+n2eYFHAMFU5EBUGg1157TadPn1Y2m13R5z722GPq7e3Vzp07jVUXtNsA95BwoHK5rJGREf3617/W1atXVSqVZpNQW1ubpOnbRP/oj/5Ily5d0s9+9rOKr9esFu02wB0kHKxIoVBQMplUZ2en+vr6TIczi91tgP1IOFixBx54QOPj47p165aVFQTtNsBObBrAis3cb3P58mXDkSyOYVLATlQ4WDFb22pLcandNhPrtWvXdObMGUnSlStXNDk5qSeeeELS9FXi3/3ud7V9+3arYgfuhYSDVbG9rbYUW9ttuVxOp06dmhfXcqRSKT377LPWJU5gUbeBVchkMrcl3R4dHTUdyqpMTU3dPnHixO14PH5b0m1Jt5PJ5O3R0dHbt27dCi2O0dHR24lEYjaGtfw3ODgYauzASrGGg1XZs2ePJOnUqVOGI1kd08OkpVJJ6XRaLS0tFbu3qL29XQ0NDcrlchV5PaDSaKlh1Vxtqy0lrHZbsVjUD3/4Q01MTFTsNRc6ceKE9u/fX7XXB1aDCgerZvtutZUKY3dbLpdTU1NTVZONJHV0dCidTrMbD1Yh4WDVXG+rLaVa7bZcLqeWlpYqRLy44eFhHTp0KLTnAfdCSw1r4ltbbSlrbbeVSiXV19dXM8Ql0V6DLahwsCa+tdWWspZ2WxAESiaTIUf8rY6ODjYSwAokHKyJr221paym3XbkyJGK30G0Us899xzrOTCOlhrWLCpttaXcrd1WV1enDRs2GIzuW4ODg0qn06bDQIRR4WDNotJWW8rd2m1PPvmk6fBmHTx4kIvqYBQJB2sWtbbaUha22x599FFdunTJdFizJiYmdPr0adNhIMJoqaEiot5WW8y5c+e0e/du02HMk0qldOHCBdNhIKKocFARUW+rLebNN980HcIdstksbTUYQ8JBRdBWmy8IAg0PD5sOY1EjIyOmQ0BEkXBQEYlEYnaxnO230o0bN0yHsKSbN2+aDgERRcJBxdBWc8PMxW5A2Eg4qBjaat+yaXcaYAsSDiqGtpobrly5YjoERBQJBxVFW81+jzzyiOkQEFEkHFQUbbVpmzZtMh0CYB0SDiqKttq0Bx980HQIS9q8ebPpEBBRJBxUHG01uz388MOmQ0BEkXBQcbTVpg/0jMVipsNYVCKRMB0CIoqEg4qjrTZt3759pkO4QywWI+HAGBIOqoK22reVnk1eeOEF0yEgwkg4qAraatOVnm1ttb1795oOARHG9QSoGq4skIaGhtTe3m46DElcTQDzqHBQNbTVpisKW9ZMXn/9ddMhIOJIOKga2mpSTU2NXn31VdNhqK2tTY2NjabDQMTRUkNV0Vab1tvbq56eHiPPjsfjun79eqS//rADFQ6qirbatMOHDyuVShl5dj6fJ9nACiQcVBVttWk1NTU6f/684vF4qM8dHR1VXV1dqM8ElkJLDVVHW+1bQRBo586dymazVX1OfX29stmsNRsWAIkKByGgrfatmUonk8lU7RmJREKffvopyQbWIeGg6mirzVdTU6Pu7m6Njo5WPCmcOHFCH330EW00WImWGkJBW21pQ0NDOnjwoCYmJlb9GplMRocOHVJtbW0FIwMqiwoHoaCttrR0Oq3x8XHl83llMpllVz2dnZ0aHR3V1NSUuru7STawHhUOQlEoFJRMJtXZ2am+vj7T4VivXC6rVCpJki5duiRp+hbRmYvdGOKEi0g4CA1tNSDaaKkhNLTVgGgj4SA07FYDoo2WGkJFWw2ILiochIq2GhBdJByEirYaEF201BA62mpANFHhIHS01YBoIuEgdLTVgGiipQYjaKsB0UOFAyNoqwHRQ8KBEbTVgOihpQZjaKsB0UKFA2NoqwHRQsKBMbTVgGihpQajaKsB0UGFA6NoqwHRQcKBUbTVgOigpQbjaKsB0UCFA+NoqwHRQMKBcbTVgGigpQYr0FYD/EeFAyvQVgP8R8KBFWirAf6jpQZr0FYD/EaFA2vQVgP8RsKBNWirAX6jpQar0FYD/EWFA6vQVgP8RcKBVWirAf6ipQbr0FYD/ESFA+vQVgP8RMKBdWirAX6ipQYr0VYD/EOFAyvRVgP8Q8KBlWirAf6hpQZr0VYD/EKFA2vRVgP8QsKBtWirAX6hpQar0VYD/EGFA6vRVgP8QcKB1WirAf6gpQbr0VYD/ECFA+vRVgP8QMKB9WirAX6gpQYn0FYD3EeFAyfQVgPcR8KBE2irAe6jpQZn0FYD3EaFA2fQVgPcRsKBM2irAW6jpQan0FYD3EWFA6fQVgPcRcKBU2irAe6ipQbn0FYD3ESFA+fQVgPcRMKBc2irAW6ipQYn0VYD3EOFAyfRVgPcQ8KBk2irAe6hpQZn0VYD3EKFA2fRVgPcQsKBs2irAW6hpQan0VYD3EGFA6fRVgPcQcKB02irAe6gpQbn0VYD3ECFA+fRVgPcQMKB82irAW6gpQYv0FYD7EeFAy/QVgPsR8KBF2irAfajpQZv0FYD7EaFA2/QVgPsRsKBN2irAXajpQav0FYD7EWFA6/QVgPsRcKBV2irAfaipQbv0FYD7ESFA+/QVgPsRMKBd2irAXaipQYv0VYD7EOFAy/RVgPsQ8KBl2irAfahpQZv0VYD7EKFA2/RVgPsQsKBt2irAXahpQavLdZWKxaLd/y+hoYG2m5AlVHhwGt/+7d/q9/7vd/TT3/6U8Xjca1bt05NTU13/Ld+/XqtW7dOXV1dOnfunMrlsunQAe9Q4cBL5XJZR48eVU9Pz6pfo62tTUeOHFFjY2MFIwOii4QDrwRBoFOnTungwYOamJioyGu2tbXp9ddfV21tbUVeD4gqEg68USqV1NraqkKhUJXXHx0dVXNzc1VeG4gC1nDghUKhoEcffbRqyUaSWlpa1NvbW7XXB3xHhQPn5XI5tbS0hPa8zs5O9fX1hfY8wBckHDitWCyqqakp9OdmMhl1d3eH/lzAZSQcOKtUKimRSFRsc8BKsaYDrAwJB85KpVK6ePGi0RimpqbYvQYsE5sG4KRcLmc82UjSSy+9ZDoEwBlUOHBSMpms6o60lRgbG2M4FFgGKhw459y5c9YkG0k6fPiw6RAAJ1DhwDk7duxQNps1HcY8rOUA90aFA6eUy2Xrko0kjYyMmA4BsB4JB075+OOPTYewqA8++MB0CID1SDhwiq2XqfX395sOAbAeCQdOKZVKpkNYUhAEpkMArEbCgVOuXLliOoQl3bhxw3QIgNVIOHBKPp83HQKAVSLhAABCQcIBAISChAOnpFIp0yEAWCUSDpxSV1dnOoQlcZ4acHckHDhl8+bNpkNYVCwWMx0CYD0SDpyyZ88e0yEsat++faZDAKzH4Z1wzrp160yHcId8Pq9EImE6DMBqVDhwTmdnp+kQ7vD973/fdAiA9Ug4cM6BAwdMhzBPJpNRTU2N6TAA69FSg5PS6bSGh4dNh6FYLKYvv/ySu3CAZaDCgZOOHDliOgRJ0rFjx0g2wDKRcOCkxsZGnThxwmgMiURCe/fuNRoD4BJaanCaqeum6+vr9emnn1o9iArYhoQDpwVBoI0bN2p8fDzU57INGlg5WmpwWk1NjfL5vOLxeGjPHB0dJdkAq0DCgfPq6up0/fr1qh/sGYvFNDY2pubm5qo+B/AVCQdeqKmp0YULF6q2kaC1tVWFQoEDOoE1IOHAK/v379fY2Jja2toq8nqJREKjo6PKZrNsEADWiE0D8FaxWNTx48fV39+/4s9NpVI6cOCAnnzySU4RACqEhINIKBQKevfdd3X16lWVSqV5W6mTyaQeeeQR1dXV6amnntL27dsZ5gSqgIQDAAgFazgAgFD8P+D/1qgi8w+vAAAAAElFTkSuQmCC"
    }
   },
   "cell_type": "markdown",
   "id": "dc60d0be-e3cb-49f7-8dfd-dcd304d98044",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-success\">\n",
    "    \n",
    "### Aufgabe\n",
    "***\n",
    "Bestimmen Sie, ob die folgenden Graphen bipartit sind. \n",
    "<div>\n",
    "<img src=\"attachment:49eac676-824c-4570-b406-9a7ac8e7bf67.png\" width=\"100\"/>\n",
    "<img src=\"attachment:c9b15d2f-a0e2-4b64-a46d-35c33474f1fb.png\" width=\"100\"/>\n",
    "</div>\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ba175d8b-0e56-48c5-96c4-1a4f1931eb97",
   "metadata": {},
   "source": [
    "In bipartiten Graphen stehen Matchings in einem engen Zusammenhang mit einem anderen Konstrukt der Graphentheorie."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e2b64a0c-6551-4b91-93cb-5ee0396b4cc0",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "Eine <b>Knotenüberdeckung</b> von $G=(V,E)$ ist eine Teilmenge von Knoten $S\\subseteq V$, sodass jede Kante $e\\in E$ zu mindestens einem Knoten $v\\in V$ inzident ist. <br>\n",
    "Die <b>Knotenüberdeckungszahl</b> von $G$ ist definiert als $\\tau (G) := \\max\\{ |S| \\mid S\\subseteq V \\text{ ist Knotenüberdeckung von G}\\}$.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d2c63fad-0e4b-4f6d-a7f7-3425f7f48d72",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-success\">\n",
    "    \n",
    "### Aufgabe\n",
    "***\n",
    "Finden Sie in den Graphen $G_1, G_2$ jeweils eine Knotenüberdeckung.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ca78a0c-12dd-4663-a12b-4953354bcf4c",
   "metadata": {},
   "source": [
    "In bipartiten Graphen gilt nun der folgende Zusammenhang:"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8ba0c9bf-c180-4bad-9ac6-050abbad6250",
   "metadata": {},
   "source": [
    "<div class=\"alert alert-block alert-info\">\n",
    "<b>Satz von König (1931)</b> <br>\n",
    "Sei $G=(V,E)$ ein bipartiter Graph. Dann sind die Matching- und Knotenüberdeckungszahl gleich, d.h. $\\nu(G) = \\tau(G)$.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "199c9b05-982e-4faf-b9fd-255822573c4b",
   "metadata": {},
   "source": [
    "Diesen bekannten Satz kann man nun dazu verwenden, ein Kriterium für die Existenz von perfekten Matchings in bipartiten Graphen zu finden. Dieses lautet folgendermaßen:"
   ]
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    "<div class=\"alert alert-block alert-info\">\n",
    "<b>Satz von Hall (1935)</b>\n",
    "Sei $G=(V_1\\uplus V_2,E)$ ein bipartiter Graph. Definiere für alle $X\\subseteq V_1$ die Menge\n",
    "    $$N(X) = \\{ v\\in V_2 \\mid \\exists w\\in X : \\ \\{v,w\\}\\in E \\}$$\n",
    "Dann sind die beiden folgenden Aussagen äquivalent: <br>\n",
    "    \n",
    "1. $G$ hat ein Matching $M$, sodass alle Knoten aus $V_1$ überdeckt sind.\n",
    "    \n",
    "2. Für jede Teilmenge $X\\subseteq V_1$ gilt $|N(X)| \\geq |X|$.\n",
    "</div>"
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    "<div class=\"alert alert-block alert-success\">\n",
    "    \n",
    "### Aufgabe\n",
    "***\n",
    "1. Beweisen Sie unter Verwendung des Satz von König den Satz von Hall.\n",
    "2. Wie kann man den Satz von Hall nun dazu verwenden, ein Kriterium für perfekte Matchings in bipartiten Graphen zu formulieren?\n",
    "</div>"
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    "***"
   ]
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    "<div class=\"alert alert-block alert-danger\">\n",
    "    \n",
    "### Rückblick-Aufgabe\n",
    "***\n",
    "    \n",
    "In diesem Notebook haben wir uns mit dem Konzept von Matchings in ungerichteten Graphen vertraut gemacht. Hier sind wir besonders auf den Spezialfall der <b>perfekten Matchings</b> eingegangen, welchen wir am Anfang anhand eines Anwendungsbeispiels betrachtet haben. Zuerst haben wir perfekte Matchings in allgemeinen Graphen betrachtet und hierfür bewiesen, dass ein Graph genau dann ein perfektes Matching besitzt, wenn er die <b>Tutte-Bedingung</b> erfüllt. Dieses Kriterium wird u.a. im <b>Rabin-Vazirani-Algorithmus</b> verwendet, welcher ein perfektes Matching berechnet, falls es existiert. <br>\n",
    "Perfekte Matchings besitzen in bestimmten Typen von Graphen, z.B. <b>Bäumen</b> oder <b>bipartiten Graphen</b>, besondere Eigenschaften, von denen wir ebenfalls einige untersucht haben.\n",
    "    \n",
    "In Bäumen wissen wir nun, dass maximal ein perfektes Matching existieren kann. Lässt sich in bipartiten Graphen auch etwas über die Anzahl der perfekten Matchings sagen? Gibt es vielleicht sogar eine Formel oder einen Algorithmus, mit dem man diese Anzahl bestimmen kann, oder auch nur eine obere/untere Schranke?\n",
    "</div>"
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    "***"
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    "### Literaturverzeichnis\n",
    "\n",
    "- Matching (graph theory). (2023). In <i>Wikipedia, The Free Encyclopedia.</i> https://en.wikipedia.org/wiki/Matching_(graph_theory)\n",
    "- Bernhard Korte, Jens Vygen (2018): <i>Combinatorial Optimization.</i> Heidelberg: Springer Berlin.\n",
    "- Original Math Memes. (2019, 19. April) og_math_memes on Instagram: \"Gauss and Euler are literally everywhere...\" [Instagram Post]. Instagram. https://www.instagram.com/p/Bwbd3VzBef9/?utm_source=ig_web_copy_link"
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