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{"cells":[{"metadata":{},"cell_type":"markdown","source":"# Couleurs, pixels et image numérique\n\n## Les couleurs\n\n\nSelon le principe du mélange de couleurs additif, les couleurs rouge, vert et bleu sont utilisées pour obtenir les autres couleurs. On les appelle les trois couleurs primaires additives.\n La figure ci-dessous contient trois disques un pour chaque couleur présentant la même luminosité mise au maximum. \n En l'absence de couleur, le résultat est noir, ce qui revient à une luminosité nulle pour chaque composante rouge, verte, et bleue. La combinaison de deux couleurs produit une nouvelle couleur.\n \n\n\n\n","attachments":{"roue.png":{"image/png":"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"},"syntadd2.png":{"image/png":"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"}}},{"metadata":{},"cell_type":"markdown","source":" ## Exercice 1\n En observant la figure ci-dessus,\n\n 1. Indiquer quelles sont les deux couleurs primaires qui donnent :\n * le jaune \n * le magenta \n * le cyan \n 2. Indiquer la couleur que l'on obtient en ajoutant les trois couleurs primaires.\n\n"},{"metadata":{},"cell_type":"markdown","source":"Pour tester le réglage des intensités des trois couleurs primaires, nous allons utiliser un module de Python qui permet de dessiner des grilles de carrés dont on pourra choisir la couleur en précisant \nl'intensité des trois couleurs primaires Red, Green et Blue.\n\n## Exercice 2 \n1. Exécuter la cellule ci-dessous pour pouvoir utiliser l'objet `BlockGrid`"},{"metadata":{"trusted":false},"cell_type":"code","source":"from ipythonblocks import BlockGrid","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"2. Exécuter la cellule ci-dessous"},{"metadata":{"trusted":false},"cell_type":"code","source":"R = 0\nG = 0\nB = 0\nBlockGrid(8, 8, block_size=30, fill=(R, G, B))","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"3. Que se passe-t-il ?"},{"metadata":{},"cell_type":"markdown","source":"**Votre réponse :** *double cliquer dans la cellule pour écrire votre réponse*"},{"metadata":{},"cell_type":"markdown","source":"4. Dans le code ci-dessous, changer les valeurs contenues dans les variables `R`, `G` et `B` pour spécifier qu'on veut une intensité maximale (255) pour le rouge, et une intensité minimale (0) pour le vert et le bleu. \nPuis exécuter de nouveau le code."},{"metadata":{"trusted":false},"cell_type":"code","source":"R = 0\nG = 0\nB = 0\nBlockGrid(8, 8, block_size=30, fill=(R, G, B))","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"7. En s'aidant de la figure sur l'addition des couleurs, modifier à nouveau les valeurs des variables `R`, `G` et `B` pour obtenir les couleurs jaune, magenta puis cyan. "},{"metadata":{"trusted":false},"cell_type":"code","source":"# pour le jaune \nR = 0\nG = 0\nB = 0\nBlockGrid(8, 8, block_size=30, fill=(R, G, B))","execution_count":null,"outputs":[]},{"metadata":{"trusted":false},"cell_type":"code","source":"# pour le mangenta\nR = 0\nG = 0\nB = 0\nBlockGrid(8, 8, block_size=30, fill=(R, G, B))","execution_count":null,"outputs":[]},{"metadata":{"trusted":false},"cell_type":"code","source":"# pour le cyan\nR = 0\nG = 0\nB = 0\nBlockGrid(8, 8, block_size=30, fill=(R, G, B))","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## Exercice 3 \n1. Sachant que l'intensité de chaque couleur est donnée par un nombre compris entre 0 et 255, quel est le nombre de couleurs qu'on peut obtenir par le principe du mélange des couleurs ? "},{"metadata":{},"cell_type":"markdown","source":"**Votre réponse :** *double cliquer dans la cellule pour écrire votre réponse*"},{"metadata":{},"cell_type":"markdown","source":"2. Faire des essais en remplaçant `R`, `G` et `B` par des valeurs numériques."},{"metadata":{"trusted":false},"cell_type":"code","source":"BlockGrid(8, 8, block_size=30, fill=(R, G, B))","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"3. Choisir la même valeur pour `R`, `G` et `B` (sauf 0 et 255). Quelle couleur obtient-on ? "},{"metadata":{"trusted":false},"cell_type":"code","source":"BlockGrid(8, 8, block_size=30, fill=(R, G, B))","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"**Votre réponse :** *double cliquer dans la cellule pour écrire votre réponse*"},{"metadata":{},"cell_type":"markdown","source":"## Les pixels\nUn pixel est un petit élément d'une surface de visualisation dans une image numérique. Chaque pixel de votre écran est constitué de trois sous-pixels (rouge, vert et bleu). \nC'est de cette façon que fonctionnent tous les écrans d'ordinateur et de smartphone. \nAinsi une image est composée de petits points appelés pixel. Un pixel est composé de trois parties : une partie rouge, une partie verte et une partie bleue. \nÀ chaque pixel, on associe donc 3 couleurs : le rouge, le vert et le bleu. On parle du canal rouge, du canal vert et du canal bleu d'un pixel \n(on parle de système RVB ou RGB en anglais). La valeur de l'intensité lumineuse associée à chaque canal de chaque pixel d'une image est comprise entre 0 et 255 (on a 256 valeurs possibles). \nOn codera donc un pixel à l'aide d'un triplet de valeurs, la première valeur donnant l'intensité du canal rouge, la deuxième valeur donnant l'intensité du canal vert et la troisième valeur \ndonnant l'intensité du canal bleu. \n\n## Exercice 4\n1. Pour pouvoir agir sur les carrés de la grille, il faut lui donner un nom : nous choisirons la variable `grille` pour y stocker une grille noire de dimension 8$\\times$8. \nPour afficher le contenu de la variable `grille`, il suffira d'écrire `grille` dans une cellule du notebook puis de l'exécuter. \nExécuter les cellules ci-dessous"},{"metadata":{"trusted":false},"cell_type":"code","source":"grille = BlockGrid(8, 8, block_size=30)","execution_count":null,"outputs":[]},{"metadata":{"trusted":false},"cell_type":"code","source":"grille","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"2. On accède à un carré de la grille en précisant ses coordonnées dans la grille entre crochets. \nLa première coordonnée est le numéro de ligne, la seconde le numéro de colonne. \n**Attention :** les numéros débutent à 0 et ici finissent à 7 puisque notre grille est de dimension 8$\\times$8. \t\nPour modifier la couleur d'un carré, on utilise la commande : `grille[ligne, colonne] = (R, G, B)` \n\nCompléter le code ci-dessous pour modifier la couleur du carré de coordonnées `(0, 0)` en rouge."},{"metadata":{"trusted":false},"cell_type":"code","source":"# version modifiée\ngrille[0, 0] = (..., ..., ...)\ngrille # pour voir ","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"4. Modifier les valeurs de `ligne`, `colonne`, `R`, `G` et `B` avec des valeurs possibles. \n"},{"metadata":{"trusted":false},"cell_type":"code","source":"grille[ligne, colonne] = (R, G, B)\ngrille # pour voir ","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## Exercice 5\n1. Colorier le quadrillage représentant la grille qui s'affichera si on saisit le code donné ci-dessous. \nVous pouvez écrire le nom exact de chaque couleur si vous ne possédez pas de crayon ayant la couleur précise.\n\n```python\ngrille = BlockGrid(8, 8, block_size=30, fill=(220, 220, 220))\n\ngrille[2, 2] = (0, 0, 255)\ngrille[5, 5] = (255, 0, 0)\ngrille[0, 0] = (255, 255, 0)\ngrille[7, 0] = ( 0, 255, 0)\ngrille[0, 7] = (0, 255, 255)\ngrille[7, 7] = (255, 0, 255)\n\ngrille\n```\n\n\n \n\n2. Recopier le code dans une cellule et vérifier vos prédictions. ","attachments":{"mat2.png":{"image/png":"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"}}},{"metadata":{"trusted":false},"cell_type":"code","source":"","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"## Les images \nLa grille contient 64 carrés : pour indiquer la couleur de chaque carré (ou pixel) il faut écrire 64 lignes de code !!!! \nVoyons sur l'exemple ci-dessous comment on peut procéder en considérant l'image comme un tableau de 8 lignes et 8 colonnes. \n\nDans le code ci-dessous :\n\n* la variable `N` contient le triplet de valeurs de R, G, B pour avoir du noir\n* la variable `P` contient le triplet de valeur de R, G, B pour avoir du rose\n* la variable `matrice` contient une liste de listes contenant les triplets de couleurs de chaque carré de gauche à droite et de bas en haut. La disposition proposée, sous forme d'une matrice, n'est pas obligatoire mais utile pour visualiser ce que l'on fait. \n\n\n\n```python\nN = (0, 0, 0)\nP = (255, 105, 180)\nmatrice = [\n [N, N, N, N, N, N, N, N],\n [N, P, P, N, P, P, N, N],\n [P, P, P, P, P, P, P, N],\n [P, P, P, P, P, P, P, N],\n [N, P, P, P, P, P, N, N],\n [N, N, P, P, P, N, N, N],\n [N, N, N, P, N, N, N, N],\n [N, N, N, N, N, N, N, N]\n ]\n```"},{"metadata":{},"cell_type":"markdown","source":"## Exercice 6\n1. Exécuter le code ci-dessous pour pouvoir utiliser le contenu de mat1."},{"metadata":{"trusted":false},"cell_type":"code","source":"N = (0, 0, 0)\nP = (255, 105, 180)\nmatrice = [\n [N, N, N, N, N, N, N, N, N],\n [N, N, P, P, N, P, P, N, N],\n [N, P, P, P, P, P, P, P, N],\n [N, P, P, P, P, P, P, P, N],\n [N, N, P, P, P, P, P, N, N],\n [N, N, N, P, P, P, N, N, N],\n [N, N, N, N, P, N, N, N, N],\n [N, N, N, N, N, N, N, N, N]\n ]","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"2. Pour pouvoir associer à chaque carré la couleur correspondante, on a écrit une fonction nommée `dessiner` et qu'il n'est pas nécessaire de comprendre pour l'utiliser. \nExécuter la cellule pour pouvoir utiliser cette fonction."},{"metadata":{"trusted":false},"cell_type":"code","source":"def dessiner(mat):\n nb_lignes = len(mat)\n nb_colonnes = len(mat[0])\n grille = BlockGrid(nb_colonnes, nb_lignes, block_size=30)\n for ligne in range(nb_lignes):\n for colonne in range(nb_colonnes):\n grille[ligne, colonne] = mat[ligne][colonne]\n return grille","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"3. Exécuter la cellule qui vous permettra de voir l'image construite à partir du contenu de la variable `matrice`. "},{"metadata":{"trusted":false},"cell_type":"code","source":"dessiner(matrice)","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"4. Remplacer les `...` dans le code ci-dessous pour afficher la première lettre de votre prénom avec la couleur de votre choix et le fond de votre choix. \n**Faites d'abord un dessin sur un quadrillage de 8 sur 8.**\n\n\nPar exemple, pour la lettre Z on a : \n","attachments":{"lettreZ.png":{"image/png":"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"}}},{"metadata":{"trusted":false},"cell_type":"code","source":"# la variable F prend pour valeur le triplet pour avoir la couleur du fond\nF = (..., ..., ...) \n# la variable L prend pour valeur le triplet pour avoir la couleur de la lettre\nL = (..., ..., ...)\nmatrice = [\n [..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ...]\n ]\n\ndessiner(matrice)","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"\n\n## Exercice 7\nPour représenter une image donnée, on dessine une grille par dessus et on utilise le principe suivant : la couleur d'un carré doit correspondre à la couleur dominante du carré sur l'image initiale. On dit qu'on pixelise l'image. Cette règle peut être un peu adaptée pour obtenir un meilleur rendu.\n\n1. Pixeliser l'image de Toad, en utilisant une grille de 12 sur 12.\n\n\n\n2. Compléter le code ci-dessous qui va permettre d'afficher l'image de Toad pixellisé.","attachments":{"GrilleToad.png":{"image/png":"iVBORw0KGgoAAAANSUhEUgAAAWgAAAFoCAYAAAB65WHVAAA9f3pUWHRSYXcgcHJvZmlsZSB0eXBlIGV4aWYAAHjarZ1pkiS5kaz/4xQ8AvblONhcZG7wjv8+NY/MWntIigyb3VWVFRHuDpipqdqCcPf//c/j/vWvf4VcSna5tF5HrZ7/5ZFHnPym+/d/w/4bfLb/2v9q//wu/Ppz9/0XkV8Tv6b3L9p8fw2Tn5cfb/i6Rli//tz1z9/E/vmgz198fWDSlSO/OT/fJD+P789D/nzQuJ9bHr39fKsrvr/uzwvtVj7/7msf7cPnYvqz+/kHubFKp/CqFONN/Jj/xvS5g6R/Y5r8Guy/Lep3nd/n5B2/lPR1JyzIL4/39av3Py/QL4v89Tv3++p//+63xY/z8/P021rWzxrxm7/+RSh/X3xb4p8unL7vKP76FzOn9sfjfP59ntOf575PN3NlRevHorz7Wh29hxculjzZ2yr/NP4t/L7ZP4N/up9+s+XHb7/4Z4cRIrvyuJDDCTM84dqvO2xuMccb2ZMY447JftbZoxG37VjWP+GJLY102LWYdrwuJX4cv+8l2HWHXW+HzpVP4KUx8GHBtv8f/nH/21/+N/+459laouD791pxX1GWy21o5/RfXsWGhOezb8UW+Oufz/b7n+wHU2UHiy1z5wGnX+9HrBJ+2FayfU68rvDr60LBtfP5AJaIaxduJiR2wNeQSqjBtxhbCKxjZ4Mmdx5TjosdCKXEw03GnFKNrsUedW3e04K9NpZYo34MNrERJdXU2JuRMLGcc8F+Wu7Y0CypgGmllla6K6PMmmqupdbaqkButtRyK6221nobbfbUcy+99tZ7H32OOBIYWEYdbfQxxpzRTS40+azJ6yc/WXGllVdZdbXV11hzYz4777LrbrvvseeJJx1g4tTTTj/jzBvcBSluvuXW226/484HW3vSk5/y1Kc9/RnP/N61z67+8c9/sWvhs2vRdkqva9+7xk9da18fEQQnRXvGjsUc2PGmHcCgo/bM95Bz1M5pz/yIOEWJ3GTR3rgTtGNsYb4hlid8792PnfuP9s2V/h/tW/x3O+e0df8XO+fYuj/37S+7dhTntu3Y64VaU5/wvif0U5Yr9WSedK0nhTsTNvqswgKwWD7z+XneFlkgPpylO+vMOf2preTQd53E6aTfsGuVuLP95ZKjlU1I6p3N8Get9FR+llb3+zlPOq1iYqOFgq/FXvj0PtmrezeY5VYpJ7fNQjwn3bt6Py08i+dM/vrOBfrgDWA11lTZQbyVixZWOPq+27jn7Jsf1x4WZ66dnjtn08vnrUm/5ljetW9+rcOjpqfXdFmxpVWdPELuwOedodXt+J2vm/+1GNZ9KpfgOQ47OFLpJ28QZfmT65NaiDsPnnHF/OTNZmQ+EAsYhFg3HnD/+AZQrmec2DDMWTtEgOsXXX+CR5N17YKiEtdm/7nnds+2SNPuxt5d07aJYqzZy+HVohexVoB/NlnYUwkVJ85xQLK7CTYjjHMGOxzmurPctud6sKPU2moteRZuHy7Gi3n7fADIgIEAk/veQ4TqlzCTgJ81/HkaFtM2GzpPwWydlhWbG007/GxMaZag9a27rzmesB5WYMbDjmWcGYcb5QZZfs2bLcvX1zYfN9nsPHuu2gWPvwU9Yo8T908XnwMSto9p3O2HvTRiHSuaOYwHa+YfVtvxrts723CO2QpWhXvp4dlbnocnr5PfEPrzJtIGnKmtr4XLjecqICEB8sGr1rw3PYfrP1ovW6GnTJ6fm+Cquej5DvEZJ+WyerDDK3KBZq06QS/nW2HDdqoX72C1Wdg0Kra0Ce6nDlYba8K8I1vKZsWs/4+z+KX6cdfZtjiuA3h+4SLlHF9mfiL3w9+NGp5Z8hKTYc0fsdE0L6zm2dw4robx+otNceVbjtMj9nsxz/jci9E31hag6lg6KIerzntkwJtNS2Z0LNi7I2Dra3Q3Vcci8xxrNV2e17O72Buuiwdzuaf2sp4d8cYzW7lnzfqwg/dGNug+grvJagWnrQNtWUJMG1sCVvBlf/HWHs7F8orYb7hpgwibWCFA0F7g66napmE0xVWz2V71QIQFHqjf0rn2xWvvIuBg3uzcrs8tBWY5x47PimGv68uT4sFSuAe3AaKGu59U+Q84mVLg117DSvtJ8kKAIhIvzLZ4oPYuUHsS5s/DjZWItQ6Y+Wk9azu5H+1RuMChrHdzldi/QKHgs89TToGz253MymUxP5fXYhfKfs22XZnRPYAiiMOGl3yytma100S+pnQCfoOBXz60rXBzm+FWN/FR/GPstASCLNgqyZ4wjnUxOxalAAzzAMwdeOHNg+2Yg8XGZAkcfuBG7lk4SD0w10R8rCwKUWp7cPDxidUGrglTD08OgBJMhpx0Ki7XMsMs5bkRfykESKBWns/fbWyFdRyV27s8K4TlYKoFVL1YGlYFVrBvVYuz20q1sEGRyLKaq1VwuDBiyDLLkyTJEnyQO2HV8bZPQHjsV495YW94x8JebTs8myWEZA/X5CK+E/q0/lmoETHHBGrCvQckBltuI9xeEQ5AGR63+3juADD2WuBPcSwikMtmyy2xwst+y+pwjAviWGBq2Bfe7zEQ9iL73jYcny3CCFKVD6DXKnd2WgaN5a2sy+5Ig7aFuzk3lvtcYYki++DqoFwDhlZo0VYxbkgLUsI1QbAZI7Ybx7NSb1AcogEbKwwL3POD92wYzT0pwoX2BK4bobDjAnozhMAB/CkQ1cBBi7NEb6ENaFbhb6xBMS2NKK0ieQUBqI8wQzxYCeAyckjXlcIzPiuzYEDa5iP5JPi56AIANvOu7aKFdjy6icTF4wOd00WJnobz9xnVwhFqDx88JdsWFy743A7RIo5kmdIESbRd4VE4vY1nHVjzz4/S3Psk+cRMMDjjwjXwze3DWjz60aJneIQ+8tfg7k9akw9hhwNW6xqhB4IAoeG+9+jseiMGPTAbg8b+Psf7FHoGbhpb7ROCeTb3Q0h6RmiOMHTxGm6ls/UoVf62emFoPRXCAQKzRrvooQWpZm9PPM8NGW6fNk4sjHJz4CRXZHs/BLTMzfMa6MThoiDNLqtBpmN9CD41Q0mIQ0Wid6Nz4SbDYyzhuMRa4migEwChDwrGewvIypLjU2Gm25+X2RABsT7wDwJ7ifkHKxIYxzYdL+kXlov1ts1iFqh6EccCjIAoSAE4ziYtDOHCxVsAWoABtuDeCpfjBtKY2YEzQOk8BGFfkmf3KnfNldiw24B7UAwg2fiCYiE0d0FeB3AwagSbIBQsMCobSs39BotKEd83Q+N/cDKv3yOuawTBLnwc4kzMQxiCyvABRMpTS+T3AzsSNeUFdRNWUHCeZ4TW443A4YTnd18yIJRgASwukDwUyiU0yvQErblxdSi6I64s3gkMyYsn2iNX3KEUPDSM1QckEYLhMSnWjP0YWroNO4UsL3ZmwSqIb+YiiW1aKAvulDgspGH9IWPtWWiWqmzEw4/6BMEXED16zXm18YwFdj7QEDRtxcUXQgy+D1jPPeepsD0g5iFmbWjt3Y/+cAs+bauG26wE6WVHElB+jFshRYkquMkifrGcEGA0SoQiwE2KQq+8xnimZ8s3ukDxDGM6cvUE0+ywq7MB/0FwIhwQi3YsYON8mlwf98J8buRTOw4EUq5dJblA+fw0jLrHGFl2eANe4ggZcm/YDBuE0Ej6/UIcFVnKA10+vcCDcdFHzgAjfKo0AkED7Ef5AmUb4YfcWiwBe0JoLIsNAw+4u0z44mXISEgRzoq1w+QKNPkB0yMhUTF+whqQq9y90+0TDgkXPR8ic4VKHRgnHoxdd48ls6rEYXxFiT8fOsYKAQsEcjBA3BLn3k4khptD5JUhY0rZg44N/RiEEGy9SBn7oJAQjJ/LM1GZB4rFUhJvoXsgJCEV5geWJ4QINrph6QXUDX2CKVFICNwjr2dGcrHSTVQWgH0GfPAbCc0gfwXDX0H9xXT4H+vbYR1E/YYOvi3L/DH9BKzV/UC0CBtHIMhyXO0ckZl7Ym2g2WjcidjaB/wQi4b4sFuExdSkE08kYkaILvQ4pcNqYVUFP8bKMOdlkJZEXPved7/o+wQD3yzwLX+Cr3vRlxhGjHj4gUKYUgExDrkMsF2lOCYcCOtYxhEAeawRkCeKcY8BpwuvzCpiW+1H7Ps1ZvCQFu+QvFciWh/V5Vkz7vsAENp2t5JAhZDXlDYA4/9xwQGg0B/T5kRmBX7E6NXT4l+TKIJMJeg1xSc+n88TpWswpqDYt95nAjMwca7xV6aA8bi/RqziD7QV5CSIiiMhJl+yLHAljGGDRoqA19RSDNAxF/BdtshUFYEJm0uiFWyVBy2QQjgwdrcI9nHrsVlZFATRQ5p+tLFeUkgUgSmOgLLf+DTcxIsrE4WxLYIwF+dW4E52vy3Zfc2A7QDG7CxmAeEhijplarR/Ygt4c4f5aZPGY0sMbAHk6JwHAg77T3gzAc/IAg+M9BWUErsmMPJ0lg9t/aRq4uGKMvJrjIFnzLoosiRnwgwC53SeFOM8SsPgerCR9mEj94uNyLpPAh7TFsZ0At8DHTqXIFnW6DfC+YhzEX0RM2yNYCokAx9QR3KwmNjwVS7O6UHUhnQjHippwP3AKoDY6AcReytX9OzD7jTiZ2Ax8dO2iIoOne8L0UhUQTk7FgENSkgmqIEgqSYD2MV7MBIedhw8jRgotMtKxmQ8uEVXnq5d0wcQ8sJFoXC1Kpm5ShujBfgK6KdHapdHAr4VnPkFdtLgOPgI++EG5BnO0KIyPwO5gxud4EfgT8ls5gncB3aRUseC2VyU3GRnCNwDLAgPy3pxEeCOq5yE4yoAGdAS/QABpNATo9IXWDz6fF/085Z+63ocaFrDHzExXKE4UHnhjGJeABiEqHT02+5sCttsXr8ITTC1jiYGSIVmSAhWAX8mRqKpvHQ/4l43fjvABwmKihEoMtgdGkfp8is+skB2SBEEBxM3d804dFApAhTko4/DruRpRRnXUgQIrZfPO/Duh+iJZcnWld0qPi0+GuoOGmWvzLlQL8GPhnjGwQTtjVuaJ3aP7lDSD6lc4oAlVlVZUt6IA1ZvKY3x4Dxs7OsLhCMcZeWyMdrduE/Ig5+RPy+UdI89E+wXBqwb1HpBIOsg7KIDGrpko3Ojf+odjhU2BzBUrO/9YeoXWin4IYJtLxDJRHEeDP/mamwD1DZUkBeBvMV+HWK3lkDUgUghnVF0eGiJEYrHbtWCWobvEIElQ4JgNQxYViW2wfUEnJgVgcsRQkTlqq9S/MgY39jljSB+MDDMt4ONd643qTDxR7a4ZaXBHhWmujjPLM1BFcILYVLRRO9tZiaGBF1uWDnRsTWv3ADEVkygT2hiq6mj8RvsbkLmALZBxMZOYAfgnBQ8kqdsWExQ1ocPAjbEfFDe3Yuw4J1aOAwerVwJp7wrVQc4hShCgIEr9dWV8Nq+tIR7a7kaH5yC/C0gUxYbCr+BrIN++Cas5jVQB0r1fwyAkC8EQcABeT1mbLbGxt07fgdlJ1RG+ROMCW0RkdxEfpoCCF6M2MdB5id/M978DeFiYynAmzB5KxYS17LyuFyW9w8FkMcCqMC3L2DuISzFINQfv4AylAzIqi+667OwbDR/fsMT/N6iE6YZpDS5y9zQ7xYaX+WM4Ac8McKsRassqjL7qFa3AVLwwJIoRMM+ZyhQ18HCtwL4AIJ1qxQxkGeEkBZUHIBM4nM58BnKojfiGiK9eCIwuueJ3IJk1z8ERJnQuTJVJRp6Ym1U9AhVqtzdBZXPJx24ekLtlX6HsqdVHPMh6HhllOGiKCc2BSeFnuDL6J+ofGYH0wskxXlVFerWMj1FiITbI8n4wVzhGXHypo2TRBCGZQYHpFiJaOt6IhUm6M9FMblsaITcWaxElSgeiBHAEfND7Xfe/KhuNHHfiDhCP4KoQzlvxG95U79YpgvgZI7IAWUIAH2eG9WlLMISH9THR+kyEXplTwMSmK0HwptYHku84J3nuq7fE/onbqJUPgsJMx3okXQrMhnbRX0QK3Aani01yToQiXXB8OEJEgenJNd4RDYHZnuVsVCmsiPN4YFN8QpJuGPEQsb+QP6En1XiYtTtnbqlFLkFt1iVtSHiHgDMGSsCHlWlbweGwo3Ujb9P2B/cAvzDNFgISHtVsg2ygp6CjHanOgpcEQ2DNT8Q6tHfv7IKHVDJtuNurEdEvA1VB0QLoUTIetBQlRqYdHanSvPYHyCMK/MuHrQgGYiDCjlyLGU/T2Khl4ygK8xMzI0FgFuGOgZSFNKLToaSbDgZiNhMm/ndFF6BzrFiSHdA6TEsTDGIhIcIYHFlD/n1yirfKE0b9mCDHy9SAY7DbooUnspt01y5dDFiIjIsCfENt664dOHGCup2EHQCBunPhtFEIemjWMKSb3ZOObBUWWpxO6nVLUFM/DtWoDuZJYR7haVcFZzLIZ4ifgpHngprNarIoAoHVFxcf8jlcVW2eosKEG8Smg8kJ3LhiisWPBnMBj9Kt2Skh3tP7AjZryRlRVgo29INPRc47cMMFbYMi8N1iOgSZsAJDG5cl7YljrCljOTlYyVxWOUQRlD9d/KexGsP3gVYRdNfjWXj+gj+jZM2sXcHU0AK/ilHqqGMgQx/C686SuBA0Q6R/nCLULjGPXBhsGdA/cx/YWElrbdkCNzhfumDfPyWbX9BDwKKs2GvJkUI6ytGOMKGlkWo382y0EQsi2IPypcOaTeFXwhDeSMHqIvuZ2X0GTW9Umscr5wBwD4chAs3B2Jyhi+OUjsKnD/jLTymIFalsQovJVrDEzFVdDibKiq28ACZ2M7LvWnm8Q+5UWhgP0nVqIY6BsYm6IAeuOw8+KFKPsEGClAdVoHRqApUVGkD4PD0xMJelT+JkStZQhFawjNhS1j2AqmwpC3fQ6pDIsz7AVt0gMe4tjGhopwzLFIlR9bsAUd4MmwFCNGHAm/5QNaqmmtSh0TW46fr4H1Q6bfVp8U3PaKkK+Sf2yFYh8614UXQVyKRKvR8WMQ3sbEWhcd25w4aEguwZ/EV0vaumTRHNCnWxB5R8XVOD0CBSGBEwAEkJZHy67Mr7snAfpfEgPjqsx5xbnjcgoEBLh4NHtgLJAZoAxGJxAGVsicbqUKqlYXqcqfoI16h9xAddRPDwB6JI4OYIr9KdCFXgGIlky4Wic+GSnBvSkeBnw7LnJmwm9j8qWIttrpA1dLuUsqOi8vKUfhKO8MbguVnkD/vazMuDzDARloer4LvrLLaEwy42Tr8ohF6ew3v+v14HWvjMbufPi4VZwsIqp+OGUINJiQNCt/ufUXEEjWWDtYb0Q4/LgroEim7P3AAeDakClSXXNBb9e4u/71bqVpU8JsjCbC2Y4oiwfk8gUyJ2YQSUwZd+XinC+aytkSVfVS3j8qHJ1EBgj9CVysXVS/ICrX5rVXlPjpQ90RlxommTvhWPj0H0umqy48F2ya2YOgIW9vRSdghoMs4YNgIjDvkxoAykZcXbldUsu8DC7MSbfaInCPh8WIcJB8O/CDZTVEW2A9MYUTceUuZV/4knnzdw9ZV7jvmYFz+JmhkgY4EmLtV87bnUaDmeDYhd6j/7Cq3OthYD5PnA1hBlwN7qOIyt6JMrVUoqxolWK8gsycSepYRhh56BkHmkpfPddQZB1qJWB+vxcb7lqrZQ4U9witSgjiiqhlkedgjQgIS1HQbcqer9hBLQxmLLpXI4cr0qlZVUIu/jBBrn1K2QqRKNVc1TsIrce274PYpt7WJIABRPOqsF1cVFxt7D9W/hrM/4PMLPbVq7U1EPSG+CauKRZrIKOxieipOy2ZoW7ScQVmKyW/1SnT1ZRsyyndIWSqVwM7XB4VBOH8ziG8qDDdxlgmr8vV4MKEJXGAN6EVitwp1RuQIeAhungSwzaqmlaIKupWNiqm9ih11JfPe5pqou4wG0Zdriwre8UmyElUjxFlyR7nltXGTykKquar16AhVSSuh1kyLMosQkpU1OCDrGRv5GpDsOR4eNanbIpUHnAYCjGPBWCCg26nMDtfpowb/LuM2en1GUsngfJXq8L3ZFBbnV2IMl1utEoh9RU05aDbmgOkEJQf6vMqFjYWK28E3NRPkibbuEDvleggA1SxQFXBIIEgpl82PA8lXzGDDUrWC/6QUQF2jaAUcelOweU51WKSDfUZLzwAPkC3crQ92ryW3fZMgA7DfQua8qpsvuHoxQcUNsMIsXWP1myqsI3soe7noJLsM8gx94gTrB4k/kiCd5/eRMAIj2khKiRT0bTodUq+kTN5ISSQFihObweoQy1g0huS4C6QuPAemy+fgbICkSOLcakVI27Yf3XYTrg+8GnvHg4ibh7v1yaowwcWu3MVz5483qI7Awqk+brBvDwDtQ9UNeP30UcTuEdYoAMgc0+PUQlasBP71I5H/WQcUEidgbWHPiAZhulzCbo2rF32IIlOVMxfuKH2SSlINys121kw5oqHaAruoXYPV7VOVjHpz3V8/9au9PRxZHeMBG+xJlOj3F0p/PhYUWBhi9wIgYM5qurgSAPgSmmPyoCGrRwtViEvng12coFatPtTLA3Cwrf2o76CpYZuQIlvATsBy8AgiFIkjSn7u6IAlH3UPUfERVsOGNOUpoRuqXi4iTymetVf5V50reyxpg0eVpevxNkDsgUN2g+pg1kSgMEVZQWasNxw4PFFVOQTFivAp3oJ+BLWKaeOvCeheLTu1PUNVy91TJQVsOX9vBUwISrNZA3TDQ4xTqavwLv4K6g+rVNMUlwLJXE3R2p7waEirBWoM8fpH5Tui8WlqlyEqFVW6QJWWRsdSToeWZYklAG5t787/VqNQ3reoFQnjePIBQsIa+a2xBSJ/VMutGEvwLlf2wAMNqQHsdfDUkU8QlVxe4QdCUBRZhjqodktHMggvqbOp0iWxTPCY7rvYv8/fqjS/tAB8170UQDp6Hg77NkFEXMTA46gppmgpiQTqaVoTZsBvWGRgolhyplv2w56WsHaa2jrZwNghccOhS8Prlt3+K7x9JDQFR6omvLUEqySwuI8SnU3tgA+7qapLTGxdr47wFnEC4B0qExQPTlDxXUC8qxIyFlu9JJsCyOrKe4QaI54lLckb0HToNaE8McwTWtBLQ5U0ggKQg2rKwp4IfvDpb2lIDaIJF+pTjUVWw3mMC7kTgqhQmnGpN6ohJwX3UKgAYZkmHCREK9dXjwZPMCFeCJmcjiobTVLzDsgo269mrwYdZwGUD8pH0tfuYFsBT22tY37YrQrk8tRsmcJeld7G1z4loqzEg7ABFqDPVndQvwLEnXAJFj/f0NXzvdWVoGgOefeb4LfkiN0dwN4s5S3LSQTKa3C8TRDCkPDnkc/rrkhFUBMOojq1MpTgCD49eIkzesn9sv7KhCMIwFX1qsAc2IbNCnWpDtU/s8Q6z2FqIEO3iEeAlDrWihM8s6B85kARQXe5OtH0WslBGT+eyQK4CiLKKOD+eAGSFJ7vCbh+f+prR/kKZd+/sveXCDiPKp9Qp9gn65lYF5WARJVUXu1e8t7qA0MpAF+Wm6Lzir1v/ogFZ+WgM1FRzbKkvLjrLpbaSUENYnpETAiwIXf+7eu4TldohI8UcX4VjaATSnIUOVPyekS8aOk+1BoNUyeiKlF1Ylen91HRgZ12LElWh7f6gNXPx03zQQmUjUrk6AmmktvSlLD3dm5U8AW4kLPHKqTxTUPzI7Y+ETiyunqx8UXIBLXlWEWAHw1Dea9qakqjqs9XpTeeMah0lYApB16kfV4xJ1ch8oaEbu56AGAzgTHPp0AVhEO6EcRkIDCxvUeVCKzkOHnvklMVKfm+wsUI1TZ85XKNYCQYVt8OtmekK+HLWTQSIFTX38yqveIihLNIhB/KCfEn2CfOlVXy4SGBxhWmlMeQTUOKCSgeQgYJyEJo6Uk1u0OPLUeOFNu4d3yqWoqU4VIpXqsAdeplHEgx2O6DXEvqGq89wD0GSEhAcTkP0kDZP/Xf7/Jv+DkN/2bhJ2Ev/AKOUuaVj/PoFKdaBThwZhUnJjLFZE2qQ71ucxELEVdKTSOj2lVBp+YYoHTNSteqa2317zupgfVWFwjaA4vGD77S7erBhs8i+zAEj1eyH54VQSjMrVLWbZjso9qpO0io47G9E6cfXCsSTlU+99aQ3H3czTISagjuseM5lkv3OEFVm1TIqAT0Woss84TWXLU+IIchRUMNsaoJ4U17qZQxISFLILciOKWGUdHzsZoiqHQ7j3YlFYB6NciJ9izeVvQ5kDe19SdLehihvILJtT4J8a32rdXhDGWP4tSeGyVCagdd/JajP3DlYpERwSUdh23tOSEVCN2xbmvSFD2IGdcS1cA/nEdqVxXWpCNhQwUZmLvE4L0S+fDEiLWj/isOK4EYddcZvsI7MqQJDVl24IOQwU3qA9UzkWl4OECohMtWQCrwd99wDzTA3LnFsUXv8EMEjNJWDaqo4RyWFCK44YIbx2F1sSiEb4wL3C4BAgJ1YxEz5HcYNz4q2oIpm7CQgSBidle9XxqqDN12LG9u3xv1Ji6pd079vBkipRQN4gXzYYG5RyVnWMz7iumFZeutGAY/XmI7V7k2ZDvU56gcCkzlGghOBDNgDg5AZIDRJCm3CQpIJRIGXNcd8NKhlDYYox7p0rntziYpOVPxTgBVGYBdoaPcoK+B8AgLnBvDzhrPOI5g0ktTKzysQb2NkDs0WFAzRK6xwH6hU6wzAQRUMnNWwg3/ichF/kAYArSdJocIzHiMQvCEaYmRwhCVSYtJ1F/7Z3g+Wiul+fJlkgJFtYgr/aeZGrU+7/CokWhLun2RbRU9xUcGRhNUL8QYny8bV3UEnYWLc4snwSHjtnZciHBmd6F2astMSWMKb4uyshu4IIgr6cwdh/l49Vp6FdSAXpa2q9MX5Zog8YSAg7sD6xtdDe18VJJTRluBWzxmqHR+1CE5K7usPsnxFLtcJooQO+C7m9hzqpI9Mm81ZR+vBg04X1fCW4libOcEvAnTII5aO4kqi+pzRPip7kbYC/FC+Lgx5ag6MRtMuoTtAg+G5iDmERl7doSSpnZVMhjjZ0B0QOYtGopi5ayj9AIyNxfelV8AhlCqXDbUgcqeqIRQ/swvufpfTC0RG+EJ6mV76vrK8jTlIWdyreWgUQj+wneeuoNYRdm6qEoR3iqpIteDiWCE2DYABLfVIOMtcJEu1JrHBVV0RlRjrZKqoWI86vIEwnJ+0ORKM698LVO4Q8Pqc1Z/RirvtKgoJGzaEeNAjass/kCaEQpVHA5W30OJGLtW5oEVUJmS/6StfQXbU504jxrQI742p6nnZelbHEmprCFKoaaDNyGu3ksQjx1QRuKn5SkoH5hdSFA4Jw/z1Yobp471x8eIMKrOnsSbH0UOKK3m8eQhIHgBLaTEneUFwMqqwg7Ejz8UteGwyvlYwdtCuUYpLrJTNbnKjViOoiUZQ1XKcjhRiZB1kasZOOXvrc1MA223vvxwflcCVBvJiLaoTA6LbMkOFVGPe+AqEF8VqVj3CVoEtV6pNzgvsVip1q3PANMkYKGGhBzrsPAQLEyEaMgHlYHM3rDuB/HarHcUIQXrhEHggytAUCbyetoEDQxGODmnevhZZFSXmhTZW01mTk0rmmnz40iAxHobgjZ2EX4si5XGT4jhtSOv74DLqHYICk5lwJSab46H0gQ1T83+7r7zVUYFUA8N1gxnLU397Liv7zGnoTYhjSJHCylwKXllA9gGuPdoMETiKvCBenP+vJl9q8przZJsEWNTshIVmz+2RIwRVX6e7Gx5787xa3Exn1v72lGpi8e2zCudwHIbGuhn/ftnG5qv1oTh1BaAKgzc3ad6o4yW2qmhq5o6BY/B85l5heUCv+62IC4RI+IXQn+HNLQ6OZZKDElCm7wAB+Th1NY25GZiX/Fq7sHIWlLXvXrbktR6s9zocbxEaW7VVjsEuih3jDB4tZKXlO5qWNiq9sehOAGLYb8iLs3T64JKpgMjqjZb8kbtmD7Cy691+Khi8dYnLhup7BVrqTwHsh4/UUfDHVyptqrRDXe62A1CIeIzgbgFqZMQyQrkHrQRIIHrDY/S3KgoAewU7aUO0wZXk+kNiWPUrkSqVGEBuOxwAHjOI/uvv5ZHVRw1hNI8/YIncuOKZ+Cee2l3grOo5RI1psZFDXsmdVZgSVV991URARTX3L3KqgN4xMDerhZYbdfUYf3Ou//ZhMomDR+sN+Y9x0GtMbqh2d9MbtMkokEt7KtHzVaW8Oscy0MIy+wnXg+nHqeBkixUY6OymArh+Imq8RBxodROumJ4JXyIo+DpkuSfS02Q7HKXPiio67xAg10Ht3kJCwUeD/+rypujM1NAZdeVlIdUsmooeFvXtwq8SDuJEh5M9ec0vqdgumqvryaXDsvWvexMne7eeyNCgO14zG02q4lQ3zb+YpU2G3+pmliGPY5p/cZii/vTBeywOBZaJwGI91gWRx3fbDnOiSMNm1XUICebuu5FEW6bfXlHX9i/4LGcSsjOn9akdpQ72J8PefrXx2qgBx31I44goSD04DJ+qxLVs7paq970DmwN+NNAalaXBzamMuKRYDDu/uN2Z+oqo0h2LM2cwskgX0v1/hD1wdYiroQu2gdBt/5YTnRVxgy9FpO7eEfOpsKg6giumwRUQbkQqCG3EHRVUiAAkkpvYSIW5b3e6dat/vD3Q9SY+7lcdGp3sclLP9T3Eq1CKfyDnVX55V0/lnapD1S0C3GsSTI1psT36d0vjx8BPWTxUv5zqqlZ/XnzqMlm/p5B3pBxH6pGPFlTpOinhJIa3sll11Fi4L31fgOmpMkr9fyqu+V2AKJBJDHQoCGq+Xb6peh292/9QcTbPgHCdrWqEGrFFnVoaZ4FfdQ01K7E/WsJrIOyBaNvlKpLK2sFlPWDodX9Rvv7WVGNIe8v0/wsMYFeExFEAbVCjSxerLlsW0bNwBQ9bUqx309WkyuGJVAzE7At6ds6Nz/aIBOKsl6/Osyfz1156EAA4tY7M4MfqRDy4MlayGr100d9QuezDD9qUUqqqB7k1PWi+lYlkEnGcaPlsCP6fI0AxK8RgKS+WuxfjRXqoRWB7ZmY0VSPr05ZbfjDxbXHRNtAUDUK3oONT+6xeTypHssPFFWaNAKkzspjbcsSXMRajxRF1Xk4D8DbmnLeNr1KoOgamiFuFMLNQq2oTlzQ6jYrkprVLKN6B5TOre7Vd1D+rRkXnemQlUkS8v4yw/cZ4UtQ9sJKYbLwTanl/LaKO56sDGSj4XsPPgfhu2YvlHYEX6w4VYTvYVpQqf2VGao5Wx4EuwlJgyePEm7oDSUW8599/rDN82dinSAm2uEVpglT101lDNWvDW/qXBPmtqPmDOPb4qm0zdKiDaLNwuBD52/UuDx3VBZw4aBIK6fJaVxpsp7iinhvAW/86Wj0glNMq6uK1rC1KEONN6Z1kc3SNlAGgnCFtribEARqQEtKpC3U327sIBRyqEmcvfjEjtC9UstqwVqWNTddgT1G6Y2NFvnKY/MqghSLgjtugTwW1J9QMAMVtZLye9j2LBD3D+JpXiYGNQMQjlTAGG+TiTLwfWgGUGWKN1kvGZTBLiU18k9DG8pYqFF3q32fe3PFK5rjG1k9q9wDUaXeIl6uZL7M7aQVTugsgFcnXNOYBbEW4jgLIHtUPgOPkEtoTZvASSqXwKk0abs3oUw1+yYMV/ZEQ51qyVMeEc/uEbZ8bJh0YKQuaURy1afu6a0nn0UDYA8myaqWqhK3BidXh4glEBbnYucXBAqdrEMKEkuryQNYn0YGlB+Ey6FQujZY3YJNHqM+FmhaedRcYWl9hHfSBOCqR4nkwONhyE6tZnNXBCuMEVmP7RDk4CuYPhhBcPfssE5EwMYhfyqfZg2pK5sIT+0p58VeO+6dHYRldWBjyfjKgs6q7fXzM6IPQVOVAx5CWXgennUqmnGGnQdsIp6h3hoIRj1ooq0q1DOnhltskI/9VrG+qguqQzUxdz90eIWGQuWGWQVbGEPx+BrWDBmPXSECtXHbDoOYuzHRk1RubkQJRLolYAJQeXmoAdXIRyrwgaHrmBsN5hbLye+MQlXqreAfLLDOL6tgrF9tqzaGgO2Kzppi4S8XkFr3EjZZe63bkGrVpNB+kOuwwX01LauR+w41daLxEkI7sBq5avxEo6WqsbFHbGNR92FTnVZZt0aU1p2PTfBUQEl+SYjFJyR8b6epbhikgnoKu1I9SsaZblLAWbxXbKTy0BpnRVxUzUdG7IktQfAXNeHxqtYDm49d2SAV9n2VUk55zdqitRdMB2CrJA0Ue3EFDFyH6WhKCg2jSuK8sMk70VXFUuZCTGWyrmaTrK29DDV6g9zqdpoaBmYvVDoWJem4K5tox2So79D/UqRTKX5VdWfGr4KHs2m7CwUH77aa6m6o78kZREK03DiBv7vcQNjWh6GUBeQEtfx2pNmxBnW4AqPq4qbdIuvzNVwXoS9d7c8ZbLsEDM3sQo+fDAXS8RdNZ/lUADCr5de72LmlMyDnOPUtHWzJpokhAElDZ8Ad1I9IonEt4AyT7fxL+J2PZpHrs633OBA1MMWZNHSR1J3G5msUWjnnPRNBox3NfqNekX1FXbg97LgxVjUqfIGuS3ZuUfu9Spze8KahQZbMBibaOy8Rfq+MoME6KvsJkoboAOWxEDVsVECT3PdYDFwKUlQK1qMpTTs3AFWzotYn6zAHaK6dPeC2TQV5ndJlARF+LGOQhxQscc9nWa/9nx2uOGxX0mLUxp24qRZr9X2BS73I+GLuO6c1NJqMcklQkCQ9PBQLvFJthEdWkbtt1kO8w7GTdPDqX5qF7RyLomTirmoR1fFCSdMDEVpRdcZGbkW8ByF2FYOwwo447hrmnUWtOyFospjYlZZAae8M4OGyIOGEjDf1kbZA9AWevKrGRQfYNWtPcFAH1AW8QvsLNYjd2rLxWgkgYqumiCFmOIzvGn0d1xAk4puwL8Qd2i5pwvfg41M5QOgNxjpV0AfhRUYIC3CvftT5miX5g0IDdrxU+gbDYb/quse+h4s6CESNWv1oaAhw7VUHoUB2Ro2aN7u9Ko3LdpSsEUQd2wULKieKeAJIXvDgVK4mYqoMhHDWGPBZcL+tphRpXSk4dcJtzW0QdIv6JStxwsuOczAtPFBH6tUiLi+b4QkJfsza6Pww4or6Qr9GiYjTXQHCBoivEvk54jpQCxBLPPvJW0dVPZ292iJDCV9rXfmjop1FKGLxHv+KSoIsJXl15BisQOfLrK26w1rJlauDBpakRo9KRKoxtMGpYCMnHB1ORZwOKhkUJc8grEp/dHhBY4PZuaGoOp3SFkfHPSLIkJuJEAgeEGDV67CgW1mIpMHJGWCJSthgRivoSB0tRtdEvAp1mExVk8LSSJimSwioNq2u+f6mw8wW98qKgCoI7A1Dwu8hxw0gAzXR0lk1DReLjuoqMEiFAHCbyHPVynbVhA3vJE7nRxS5cZNYctOlV1YWUCMfydc4VYJWY/OSC4EAjVjOGmxAUp31VYmWqbvXOKIN6oyFqtk26MQnFet6wTmfeh0LurPOhFTTLth7pKyW2iCRry1snGICtBdUJdwWTa0cpRpRX0WqGCTdz9jsGjJOGg+2UBFbQUdjKAOUvHp5YR196iwGNbgDAl49taCUSt4JVon811GE7LUjsPDoUdVKlsMyeXweUabDb66WXusGPz2aHvpWd1g6gdEOzNmqZmowV+kkWKqmgLUmibiVCLWaSQQKgqY+m0qn6o5dQe293qZcMQTZujUaXp1bAw8JFcqrRjkIZLAxdWXSpupwoIWapxqSriebxFlFh+5c+BFUfOl4mQNMOWITdDzh+zfiR6ogQoYIZ0ALjsISoo0jYk56Cks4W2kudakKx9Ax2kCCkvvjvJz001zGUBuihmMf7eVD0HhEiFgIcwcYH3cHc0V2u38/4hEUSYh0U0et3GH9ux0d1dlPSLb46ho6+RTl4iEKKCRLJf6lwJTu0pGryuLqTDedpwNQZqkQCUzk6oCwl8LmTfXu4kE/Uplq++IWVNLfag2BUCtHwyf7CRN6m5HfVmQ1IgO1FnhtFu+dxHvn8LLNqsFfIoREswJNqemm0J7fPVNLRyeQSjiLjIKHV0c9Qee7t1GirjQmArdBKjFN0ERdWKLsXUSSCP81r/49ro7YdDoXTScCJN6BFVuhH0FUbFJa5s2daKBTzfdo2kzQPPBgqEAQUmmD1EOZHIt61NrEtiJxdS6jWj5Vv1lsV7pXzSnExyWp03XezRhSXzFqunnKSltAKzvMLxzk9WOf7iFnhMyrfgrNvRvnSJgNrD1mQbgm2EG8Bkgp74eQvsp2JDdVhNuarKgJR1Yn5JuARs10deZIfGFx6PDpdahcl3t7xJ2Ol1DrfSXA+eqsy1OsD8Ld4lAbMfQOAykaXbpL7VQpwKaKqM1UGbHDT60Sv1CS5y3Js/1KS/HurWNb7LyMXYLOqRhR1UV4RNCBe/md0QxTdF8jCCo+FpXEKjYe03B9eZtbuu0zLt2WBhQ61j81eV0fHRCxq7S8ehnUTBlVF1KA2KVCy2Lg4Zz+PEYrMJ4gW8KtCfcXRREFniobCHm7zv/TbBXxiUfQ5OJzMB+d3mUjJ+6xSRJYwq+TJH0nJQvUGgfsYIlV451Ir1p6v7y49kfwbq8eyBnXFWPmjyET2NZGSoh1Ey6JNSPoGDKR64cVhzfbEUswEQ0sQSUjeLh9dO9RFpOnzc9OyT/4E8xtK5UBytWO6oNdhZOt3+yoUHdV+q73WicbBqDElkMbPKOzRdmjOYj/GpUT7G12kNivA2tUDFCBl+igDNrC4oXTj3oSlcKHmTanfmYlySBQ/TWUzC6qpZPwfTQe4D9z7emr0BFH0qTMfcQJ+/NWg1xexJ9JPEPtQw6lXif+pIlIbmfrfGNcvYz8PZZjo5X1qrXupwEenRFVRWvhJ5r+WxoxGb6Dl0r2DyDiQCpYWgB5YpdjjHt1tt2Cu6Pt1KehxJfTBCbqQCSlSapFjd9prBcYq0pfYgRZbEEtqF0Z/KPEy6MTaJSg0lKpEcnpAD1cC9LKtuvg5nTgMw8Uotncv+a4NRc1qlIPcB/1kojw4vJHucmgc7TOlDoCDNqCjS09R15b07hTxy8tm97FlQiwE06r+Xr1SIhyQOR1EM578CUswwUNwbBPQr30aIz3PYOF1XreoycfqVLN2w1i76OzHk5UZgaqKdHth0hmc7/EgintTywiakE5dJDa0oAMXD2oy8CG2N8R9q8Bdh3Hyibu6JTDfKuXChE5Pn8ZXAyfUCcZ+B3s1ElXAJ8leVen+8wpvgfL8Xim7arq89WyVTrMQelB7Kir+tDgAkdI+VvntCPeEY8PdNF6oYVTOtJBZ8Qjl95eaDuv9u2FnlJs6uNt7/Ex0xRpiscBKRtQ3ToTyQ7X0fCMaGdSFrWvv/Znjz/DqnvjKgEVTcbi2pE37evIm0YQOf9UVmR/1bZcdUIGdqTz2kEE5WvSfuzw1vxJpCocWyJVZxkrw711QimWqTN8PsUg/3WEj/vzDB/2RDVmdZs8UJmnqomraDxLw9gqhBMSoJEFzoUbqRGjFZi/4lFidaOdBaOxHdiodEZRuRACgMSC9nbpOx1fUb8PqvtMHGmMSsfxhUycWmA0NETBmTeijNF4sPcSdE4ihHsNdUXyRFWnlGQP/uEdKS6he9CEoQMN1fXccemhNDBydMMteQ2kRvXSjRQB/XV52GNXBUsj0VvrHXX+4VALHC4SFWMAkhF1gI0nwOgk1KyDpFQFih5uptzLksAigDc9Xlprs80aRFs6QPpu16RkdcYZC/DOrwDmxXq6VCK3pjwdIKNDg1EN8VEPHu5PgNbpMl3KVOOODt7y9XrsUwdOPJp1UuKiY2u6yiNU5+b0GXAqzz2pAYx7KZqUVv6uR9cwZbZDWQMNqu+lk1066qjrDAdNzOPO+CHBm8hqFbwS2tYwPZBV1OCsPNJyANGxfuH1mcyZqu1UZS5b1RBls7vFKJ4uWBWC6pjczQIEO3NGqea8nIoFPz2MTsElFuo42vi1aEvyKWs6LxbgrJpd6tzra+dpzqzBP1c1p43rAUXIFYI8FPUoS4HG64RlYaNm3XlQNQir7IYk17ksM2vvYT5rlA0/As7FBnUCUYjN5kG1bn89nQqaA2suTai1lQJol7dv9Wm4inDpHjQOqs8ApF2zhAHxxsWlNdTsp2zDRBkihb4Krf+3J3vpEPIDqcC1nB1TUr6OKfn9QMtPMUyZIJCnvk3K8BrUsIBn6hRD/nqUv8gsbyV9Db9ZVeYH9Khm+xe0/Jzi5v52qtj3yZb951qcDlfUtFBhwzTnqCZm6w/SciGz3kFHxerPoCNUWT2Ca1o5bqEJvHp4IlJZ6KwCj/3/09/x6eN2343cRcNF/3S011/0068He13394O9fsqI/mcHe/l3+38+2uunYZz/+FgvuLn76VivHyfI/Ghcb390t9vhMfWPeqSDfqAXankNU0NU+FTy0K0mME+IYhTCvJrY1/l6Or5DDWCaaYeSSqkHnW7tMsjMveqU9nsEejoCVIyhyi0eqChuAsvTJDePp7ONNHltldZgNSLC0jxbjQMCP51Vzsch8mpTS6h6NKK+hGNFdKuWuWIYCOZgJzd/T8YgznX+KZitkZOCIqhoQVW5Cv4MM96i4pUwFR8rGWLkPl6dwBjFQjVHca6XIrEpF8Rx6cokH71qVp04vaMO4vZ26uIZGgcAYC7o/c78xby8ooMf+WqQC9K2P6cNsawp63Q6S2FUpBDrlYfOCpA42hJY0NvcdIqv4vbQDKYOEqzTZt1W3foSDgSfvjhEKmGqJwI4YB90cobN4EUd0qmDRkJv74TKXkqwouE21BWsKh1Fdl1gsdWStiDnFR8AH7jhrCy2it+QYrUanP7iiZ4M1EIH38yP5kViARU6HRbO39WuDjfTiQ+mtcXfpqZKVHPXKLxGNbLiUXsVHULoqpNUHxsVzm7BaZGVYHnXGTisEYYc2SJ9XYpiBXuhk7I0HnLUXwWD0XGqSlpY8hbaEFT564D/ozI6djbU76kDbpFHsF4iT3xYhSn47IgKeP6xr9FRkEDLYwNl9zr1ZRJpI2rEFJ/qpYpZ9wwVLYcP07EYmrYya0JVS/pp0uhotEjHn6PARKwRiVDt5ryY195VNHVfwRtvxcH1+OAT6pBYCsZrwgl34llYi3wI/2w8bhFUJyXQu2ERZKqU0lbVpEaTAeK2C27dgqZOutpA/II5A61VggGH61Uj0Zq8nFCk5qxDT+nsqk4TgrwI4Br6Io4mtMcNAI33u5SyJoXRvn9AS6vFqQ4yoJhISB2SDkJ+IezvB4JjUciKrtP4DQh4fs33Y7sCLff7oVeEDWTm0jHuyhnUEb9O54LLn38+A8z954eACcDfQ2z8Xw4Ac58TwH4VT+ePYaF/e/yX+zfnf/1b9P4c/ZXc5+Qv6/LwprE0/2TttNPriCk1cOgI5A0+TACq6Mj4LD1moLZVftdsVtMJ90W5IqnRpiONd4a2RDWFJM0w6gyna99W4zW3kOxA8gy5V2Gk401ZX1bgdCK50haAAwQ8qDFS/WX++1s53u/keL+RY+UYT4oqoKegb2aJHpndNVjhVLDxUccTQ8EPEoSnzDopWBMBc8erbyZQU0PVmSW+Q75U3tDJdyIuqI1gAs399F0fs/whsHgWJdl0nrzyB+U9T37BUsPnOPlVdUiWvhIsasZ1DuW5m5JB+qaBbN9FsXRY/wMv0WE5diq1Cpwau7GXBnyia+QjDB1ZeLmcUoOq7DSlMrhO4dL6oohecFrCJ/4pBduVyuvKrCHe9PTdiquALjbEHUV8IutsL5C9wVa92paKBk97a7bwdpSFDsgVrdQD62sQ1niXXXOR3LAbR8ebL81QVXjN0SFimmR7F1Oj4AVfGqyL7jPqjM+ivgLNj+mgAkSNDpLXCbo6fyrqmH+1XGq6ew5tfnuJxduCr52v0aonQYccabl2gqBXv6OO/e/OHx0Jh3zVtxwoh86i67ztpNYJry8fUKq/RpWRFlF33qRmDh8i1qoWmqw2Wp/V7KWTC5aai6RU0eTBlIceRBkFfeWPvrZCZ0BPfW3Usu+OCPmxXKCOFSNQJYdzJY2EPBPV+QQNjHAbFwDRwMRF/j1FeUcZHmJJZ18ox6kSki8KLEgl4quO41twpivSrC83gI3qvNJ5Z1T7JO9+V+pR52Ul+GUV64IKjRoasS4knWAQnCaNBej2NRLVLM0mY1AUR6d3qN/Yvs7FLx0S/S6nVnM8Zh85F+s4dfYNEqr26eRtzb8AILq4CjhFR7wKR3S+Ugs6GEMTQJHQNZUA1pAXWqfoEHRndk8M8d52Rt9jQiAcSFZN/nY7NKoPO4NBmT6WDjaHzNH4brDvpZEFT7VVD32Xhr4UBGXFpXLQodmPiWwLHpPQJMdVE8fdQQP/4qRKLivp0fS1VmW6rmvou3NSqHZ3oEbVweY6yixqKlt9lVNnlWIzePJE+m8UTS2W2hFdV48xoka6eOqsKtuRoJkuOHBVTRhyhV7aQWdkWZdc9Ero8BEJzwef8CG8HL3XIKM66XaxOD7oC5aSHZR6VRzW90MQPOBDTYkyGKMKwcn6DKouBu8KalcQ5LoK9OC3OpGH4KiBW41njzDV9hh0cCrQ0LKO7Vmf5VBWDDkB1kadDydggI3oSwzi65Sa6dVwVm1cMRDpsx0Xx43r2xx0sPZ4ITbOlHTokr7sqyFT9MVFOrSsefvmIh0AtDWloLOuVtGJFZ+v/BjlDen2jRyfSZvn/T6OBWU7Khi7ED+f6rNKKiIIOmsFZpi/0UCn4bCDWaZ03qjU2dVraV9ikQDCQUT0yHJINcqaYOHdd2rCDWSxwWC8145CU1c28Mkrj5JCXaOY4hZQNKRolXuPa1CYEJ6EkKqv98GokX/QathRPRp91rkAygvrq4H0dUVfXw0EQAZXiCY6WFKtlnrC0HV+uk/6KgStGm+T3sr4U1EP5rH+b50QomNqbtJRBjA3xbWs/dRZ7SGwYaL+7v8DV8nr4l2GdaEAAAGFaUNDUElDQyBwcm9maWxlAAB4nH2RPUjDUBSFT1OlIhUFO4g4ZKjiYEFUiqNUsQgWSluhVQeTl/5Bk4YkxcVRcC04+LNYdXBx1tXBVRAEf0AcnZwUXaTE+5JCixgvPN7Hefcc3rsPEBoVpppdk4CqWUYqHhOzuVUx8AofAhjAOKISM/VEejEDz/q6p26quwjP8u77s/qUvMkAn0g8x3TDIt4gjm5aOud94hArSQrxOfGEQRckfuS67PIb56LDAs8MGZnUPHGIWCx2sNzBrGSoxDPEYUXVKF/Iuqxw3uKsVmqsdU/+wmBeW0lzndYI4lhCAkmIkFFDGRVYiNCukWIiRecxD/+w40+SSyZXGYwcC6hCheT4wf/g92zNwvSUmxSMAd0vtv0xCgR2gWbdtr+Pbbt5AvifgSut7a82gNlP0uttLXwE9G8DF9dtTd4DLneAoSddMiRH8tMSCgXg/Yy+KQcM3gK9a+7cWuc4fQAyNKvlG+DgEBgrUva6x7t7Ouf2b09rfj+1nnLCo2sHLQAAAAZiS0dEAAAAAAAA+UO7fwAAAAlwSFlzAAAOwwAADsMBx2+oZAAAAAd0SU1FB+YBBxEoOMTFnEUAACAASURBVHja7L15vC1XVe/7HXNWs5rd79P3OU1a0hMghGAElA8KAmKHXBC9XtRnw/UiH7nwfPLA5l55YoeCgCDSKJ0BAUFIZ1RACSEdBJKcNKfvd7+aqppzvD9mrWafnDQnHM5Bbo18TvYaa9VetfZaq3416jd/4ze4+eZL9POfR//gD1BAf//30euuQ9/ylpD/3u+F/A//MOS/+7shf+tbQ/7mN4f8j/4o5G96U8j/5E9C/sY3hvxP/zTkv/3bIf/sn4X8t34r5G97W8jf8IaQ/8VfhPz1rw/5298e8te9LuTveEfIf/M3Q/6Xfxny17425O98Z8hf85qQv+tdIX/H/0C/cB36V38V8v/+38Pj73lPyH/t10L+3veG/Fd/NeR//dch/+VfDvn73hfyX/qlkP/N34T8F34h5O9/f8hf9aqQ/9MHUAH9+Z8P+Qc/GB7/uZ8L+Yc+FPJXvjLkf/u3IX/FK0L+d38X8pe/fHn+speF/MMfDvlLXxryj3ykfD9+Er3+OvSjHw35j/94ePxjHwv5S14S8o9/POQvfvHy/IUvDPnf/33IX/CCkF97bch/+IeX5897Xsg//wn0HNDnPjfkn/xkePwHfmB5/uxnh/wf/iHk3//9If/Up0L+fd+3PL/66pB/+tMhv+qq5fmPXIn+83XoZz4T8qc+NTzey6+4IuT/+I8hv/zy5fmlly7PL764/L5+NuQXXrg8v+CCkH/hc+izQc87L+Sf+1x4/Jxzlufbt5ffh38K+daty/MtW5bnmzaV7+fnQ75+/fJ8+1r0P4byVauWPz49Xb6+L4R8YmJ5Pjq6PK/Xl+dxvDwXCfl116GvINzXy3mE/Prrv/38+usH+V3H5defhvy669HXnsb99fObbrqk/8Dp/Pf+M7BPQN92hvb7ZlBzBvb766Dbz8B+XwF65RnY7w+DPv8M7PdpoD9zBva7FfR/nKHv9O+eof3++Rna7wfOwD7NG99IFVVUUUUV34VhqregiiqqqOK7FKCrCrqKKqqooqqgq6iiiiqqqCroKqqoooqqgq6iiiqqqKKqoKuooooqqgq6iiqqqKKKqoKuoooqqqiiqqCrqKKKKqoKuooqqqiiiqqCrqKKKqqoKugqqqiiiiqqCrqKKqqoooqqgq6iiiqqqCroKqqooooqqgq6iiqqqKKqoKuooooqqqgq6CqqqKKKqoKuoooqqqjiuyaiqoKu4kzH6173OpIkYWx8jFXr12IiSzoxgpazMx2KxwOgeFx52+NRfLlV+K/eyUCVF9ZSEDDlf6EaCf8JYLD96kSwSP827L37frrtDjfdeBO33HILhw8frj6kKs4MQFdvQRXf6Wg2m2zbto24maICBQ6HQwGnnosuu5gkTZmemmLD1s2YKKK+chzVAL4FHocr4bkH0IrD9eHZl7dsq42q4ht1RARBsNgShs1xtwUQjAyDtXD/+DTtpRa7DuzhWDbH6vY6ImyAdoW5Q7Ps2bOHbrdbfbhVfOcr6Guuqd6IKr5z8ZwfeA5v/H/fyNQ5G1ADs8yzSBuPsqgdFlyHXD33dtp8LfsavvAs3N+inS/h1DHfOUrmO6gqeZ6T5zmoUrgC9dovfUWEdZ0CUPamofZQVYwYRIQoioiTBBEhTVOiKEHEMjG+kmbcwIhhrDHCxEVNjFh+6KqX8VL9eSyGcZrUiVHn+fdPfJG3v/3t3HzzzdWHW0VVQVfx3RtXX301r/iZVzC2aS0YyClo0WJscYkDRYurlmapJym7/AH2H1xEUebcPIvawaMsuQ7zRQuvymLeYSlr49TTytu0XRuPZ1HnyOmiKIV3OB+qb6+Kqh/Uvgp1XyBi2K2mpEToV77WWaLMIiLELsZKjIgw2pmlbuoYEUaTBuNpE4thwjaYsA0MhnHToCEpqLK0PuMZ/9ezeeovfB+TIxOM1Sepec90J+a5I5NISaIIBnWer//Ll/j0pz/NbbfdVn1hqjj5CrqKKo6PiYkJVJW5ubmQT0+y7ZwdfVIhx1FQsPncrVxx5VOZPmczKkKmGQvME83NsyKfZ3T+CLnL+drsvRzeeRTnHTOdeRZ9F6+eubzFgu/gVengyMrnd+LIKcAoUs/xxgVO2ViMACIYa6EP0AZVx0bjMCbigJX+/SJagrWA96CghYRfVXAdwWqEINTE0jAxVoQxU2ciaWLFMJk0GTV1IrGsnV7JlvXbsSZi9cRKpkdWETnP5FKCnVwdAFoiLBZ1nnipwzfv+xa2bmnNtsjzHFWl0+nQ6XRwzjE7O1t96aqoKugqHl/86I/+KFmW8YEPfACAF/3Uj/GmP/pfLJDh8MyyxAyLZEWXa3f/B0fv+BzOFRw5cphjx47ypKUOD5KxOy5QAV8DHwuK0vFdugQqIjegqUEFJImQJFS1Nk4wUYKqp91VsCas4EkUtEcCKhbvC1DwCqqCIniBrGZKQI9KQA/Ms+ICQKsgqggwtrKO5GGh0RWOBR8WGud8m73MIEBcGGICiEcLhkQCJ92QOiPJCJNO2WpGWdq0gchGrFm5ljXJFImNuOBHLuetL3gqOOWef/sWx44eoygK9uzZw0MPPUS73eY973lP9aWr4sQVdMVBVwHw+te/nk6nw1vf+lae/+IfQSP4vlc+j8P5LM1mk4c6+zi0OEPhHEdbs8xmc2Q+5965nczkMzjvmM0XWKwtsdXlLKXKTKQgihePl6C0cInibFnVGoNEEgDXgpcCRCh8geYKGrhlSspCEPCUYB3UGAgYEcAi1oWFQQn3o4Jq76aWvxieR8rbWZGVZIjio3CLckstFSNd7zHqEMCmEZEGSmXeZaTaonCeifYsu450sMYy053hiBknloiuHGUyaWIwLK531DZOA8I556/hrM5FeK98/0tfQCxgFPCev/7L9/CPf/+ZR/28nvWsZzGWJEx0u2zauZNdu3ZVX+LvxQp6KzB9BnZ8DjB2mvcbA08C6qd5vylw+Rn4gOvABmDyMbZT4NILLqC1tMTlwMUXXoCklva0si8/TOZyvjFzN/fs3kmWZ+za+yAzM3tQ49ExReMcBJIoYmUtou4KJkdiNtqyMs0zfNEBESRKIA6gLMYiNsChikedgio+L8A7QDBRfQCsUqItAuIRE8ppMQIijGuA3R2u5KBLSqMPuxKQffA84LMOWB/yyCK2LNGt0CNH1PlAjwA2FsSX92ddtFMQO49b6HLI7QGEwwcT6q6JxbLPrGPt2BriKGbdlm2snlhDZGKmmCYhRhDqxKS9v9I5vvSPn+exxH1nr1nDSL3OdLvNOYcPs/o0f7cS4IrTvM92eQyf7v3Ol5h1uvcrV11zif7aTbfhT/OOtwH39Q+70xcbgV1nYL+rgENnAKAngTlY9vluff3rMXFMbXSU+sQYYgxxM8WsHCH3OQfm7qfTmce7gtbMQbLZQ6g6fN5CSy6Y2ECi4ZlNG6ULquAKEGi2Hd1GRJFGYfseRQFQFCAlCBpLidAwJHYDQbwBFXAReLP8bAJhf8efCPNAYXQTO/RUPY5DAqALIAa1HkQhzlGTh9tK+AlgZPCa1dEnrbsZxDY8b5wgxhI5JW17lmombOMUvAUVJEsRF4XbkmBMAmKI6uPUJlZjo5jJiY2MM0VERJ2Er7ztXcx/5JOPfvCOjWGsZdw5ZlottChO63drNXDwNH+fFdgE7D4D+90O7DzdhWwM/OQZAI73Ay8/A/t9G/ArZ2C/bwZ++zigPB3x68ADz30u//XVrwzgFMGRbIQkSVi1diWLKwzOO44uzDLnu3Sd5RuNGrtb82ReeWBUObA6wmPpGgl0BGCtgRLU1BgKCUDsAW+FFy0W3DcSc2cpd6MHjApGS/AFxAnWgagQqSGVcrHOxtQ0xWCoM0oqCQZDLUmppzVEhFqSkkQlZ22DOmOqk2MQjtZiFMV7T14UKEo3z+jmGV49WZHTli5ePPPREou08CidIiOnCISHAYkNiKDW40349JxzUFI0xgoGOLvw7FhyfHrUhvOG16C0VkGyGHHhhGGcJdHAX0/Fls3NiMRGnDuaspE6CTFbV6xn96+9mIVXPofVyRQfescH+NzHPnuCsm6ercCLgLeege/07wJvOAP7/XPgl8/Afj8A/JeKg67iVMfmrdu45llXh0v3SLjl375FFMc0J0Y4Nr5Aq9vmll1f50s776BbZDw0f4Cl1OONkqUe04iDaqJmwQRtcbfIKFwL8IjvYmJFEEwUI4mFXJA4Bmso62zEB+43tgnGBzQ3uZJ0FFGh7iyjtoZBaCY1mqaBEUsznqYW1THG0Gg2GBkdwRhDvdGgVqv1Nc5iDI12FyOGVbW4LNYdWdZFvdJutWi12qj3tDttlnwLj2eOOeZ9ilPPYneJtgZJX9d4vAaAdim43tVD3VBoEXTZPqPrclzh8UVOy8dl0V7SLhBacjQ0yETeYYpQpHeKgsXZJSyGfccOMOWbpBLxnOZVbLp0K4lEbKqt5Ys3f5GtTzuPhqkRYxGFg7v2AzACsHdv9SX/Xuagq/jeDQVe+JIXs5hYnHiOssA96w/R6rS59ZZPcP/BXRTqmJUOfjRCE6VYZTE4BCXF4XwWFvG6QCylykKJ4pKCKGpEUl7ym5jCG8QXaKbkzgZGwguxWvDQ7ThWSIMYy+p4jC0j08QSsbE2xabmNLGJWF0bZ6w2jjERjfEViEnDCcAYjDV9hsN7F5gVV+BzxeRtjDFAMywW1ixRs+wenDaIBtD0aCnq88zrHLPZHIV3HFw4yoHFY+Tesbt1hP2dY2TesW/mGMfcUpAZNoXMSmBfTApRgqhHEqVWSxABdQ6vrrx4cEipWjHeYCILCoVrMVdkoMJ8vsBuFyMq3HXz/awdX00SJVy44Tyu+I3n84zX/Sg7os1M08Co8LE/fn+gyVXZ+5u/WX3Rv1cButJBf+/G337+o0zNzsG2Gt849gC5y9k3e4i7995DJ+/y4OJ+9ictvHgy6wmlHYj1eHElvHtEFBVFTE/KpuCH1Q4RqklIXAQOyD2ihnrU0xfHNKmRSMTGFatYZceITcS6+hQbatPEYlllR5k2dQzCiCQkpKAG005QiUpaWEpOuceYlDWGhhOB5IHJ1ihZvr2UjhsiZYVr8BKhKIkZY0QSvFGmRyfZWOvg1LM9X+JAcYxcHbuXDnE4myPXgvsX97Houzg8LdclV4cUHnGKFHF439SUFLmi5IQ3BdQHJYuIIFZKlYiQG8HFBajQjSNgjghLevh+ik6H1Cbk9S7rRsIJbNNzz2WaUWIVtkVvYZONKIqC3/iN11Zf/KqCruK7Kc4971yMGKIoImqmoSrsLPD077+K6PBR7pic498fuJNWu82t37qD+4/swRslT4VoIkXF4C20iyUQiI0gUlZ/4hHTU0D4viBCvMdJ6JYTiYE4SNqcBCzKHMbFjPqUCMNY3GTCjlCLUrZNb2VNPB6AprmS9bVpYjFM02AkM4hClCkUQdecLRmK3rpd3x5JsAJiS+rASOC5M8WgOFN+tb3HlS/aiAvbIEQmSPwQaMQNRuMGCLi6odtQvCjzZEzrMTItaCxOMNE9RuYLsk7BjC5R4JnJ51jyGbZw4D0mj1DRALzq+y4hpjzheW8wUl5VmAhMAGgfGZyG22kSc3ihjTpl95Ej3H7oPiIs505s4eK1O2gkNS678Fw2sYLUWzoLyqokIc9zLrrkYlxe4L1nfn6eo0eP0ul0qoPkP3MFXXHQ/7njz/7sz4iTmPHxcSbOW0vXZTyw8BDvufVaNh6d4/37bmN3GnjVTAt0ItAURnzgkSVI2yIbmkpyqzhTytAiweBRDZftNRtjEGo2pVsIKobMjpC5GBSittLIBdOKmGhMc9b0ZupxygWrz2Lb1EYiMYxJk1oRFtBijYnaQe1giGhpTwYHYntq5eCl0auaTSmzMyKo9CiLkucuddTepgDYSPrakLB9+SwykNB1HaVsTtAcopJrnpSY0TgNK/ija+mMhsXGpZXPZGe+h47PuH3vN7l/dh8jvkO0dJh0yeIF8ljRKAY8cSSI6SIoxiveufIkl/f+GLwIuYBH6PgcGQvyu3iqzkJXEO/5yvw9fOuhh7BquPHQLWyuraZJxI9vv5CJ1ZtINOLjn/o4B3bvp9vucutXb+Wzn/0sN954Y3WQVBV0Facz3vnOd9LutLnrzrtYffYGvCgt22Hv3m/Rzbs8cOQh7tl3H7XZRY7pAsdKqsIasKJl44YH41ABNVpWfkrmCpJaLcCXEZwrAr0c2dAprULmHJYUVQNtT00NEcKkqbNtejUral22rT+btdMbiMWyMhlnogj0xaikJIUN4KtR2YQiqFhcKYlzEpR4olL27w23jwz49f7tkrroAe+JbveokcHvBoDXYS87D0YNiGJFiSU8lmBJJcKLYuhyVrQKp57x6QbbRtZjsg4zB+9hmyzQ9QXHOku0rcOLIU8tGkXlidCXreCKWMHY8Lq8KOID7+/FlY59glcXFCpGkLriC49Rwfij0FVG1PDAnpQksqQmYdXENDU7Sc0pT51+BnfddzdU+Fxx0FV852Pbtm39S9crr7qSpaUlvChja6foasbeziz/ePtNtDpt7nzwWxz0c6yf7+K2NCkiP+imExAUFY8YPwBoo3hVsqKgFoVOPFWDcwEsrLVo4YOPRFYwEkXghfqiMmliEmNZPTrB1umNrEw7bNm4gw0T67AqNNoRZj5DEEYkJnaBmvBicYRLfmcMWqo+Cik7uqVUtJWaZx0SsCsP17NLD3xLMFboV9/LAL0E9RAWLZ/YEAA6VOqu7yXtvJBYg4riyWgkUyDC9OQKJhhH8w4PZB02tw/TybtELc+8eAocs2IpxIb3WIc4dCuYUsYnxmOcD006eFxRqkTUEEtw4IvrEVnhQYVDfp5W3mXCCV+/fz8zSYdGWufKsy9lU2MtqcSs27COdWdt4JIrn4xfytizZw8zMzNc/uTLeOihXRw+VPlcVxV0Facs3vzmN5PnOQcOHGDFOasZk5wnX5rytpvew1Knxe0PfpNjURe1Qj4ldDqhvyKhYDILwFxESp5o8Kuwio9KW3yjqAiRiVjVnODA7r2AkMQ1Vk2vAiDPPJkvgoqjHmHnlHFJuXhiK5es3E4tSdm+YQurRlcSzy0CKe5wjqiQitBIQ9+ozxy5MX3A9SVgOSN40yebgzICsK4gKqt+hgBXRPq3+/dLXsKvfeRtyp+eKHh3mEDVBKpEMOWogOCCF7aP1GJdOCVM2gbddnDjs5HnvHgSoeCC6au4clwptOC+A/dz9/xDLLku17e+xf7OHJk4CuOojyaIETpRzlJrAe8d1hSMjjSIjRDnGXFRkjZFQWSDhDGOQUsFS7fb4ahrEanSHa3zhZk7sd5w66H7OHflZmpxjau3XcJP/cbP8crX/CLtuw/xjre/g2uvvZZPfeYTvPUP/5i3/O8/rA6qioOu4mTjec97Hu12m5tuugmAn3j5S/iJl7+E9ZNnkZuCiYunuGv3N+i4jAfn9rLz4AN0XMaRaImlqEAlgE40liI+KDGMKP3iTUp/DAtFyTV7CRrlQpVuJ2OiORVw0gnacqBC6i22K1hjGGmM8ORN22malItq69laW0lkI1aYURqZweZBWOacCQZDxmKHHOZUgruclJWySlgAtGVZbEqnjEBAaN+Rbrhs7jUI9okPIbR/a8934xG26TEeuJLvHlAcJdmCaHhd5XIexg/4bovBeItHiXtAXkjwnTYJXj1mdB31Wo2Oz+l2a9y9sItF1+XBhf34pXBClGZEZGt46/F06BYOMRCJYiJT8vJKr88SX4APC6exVWwaYWKB0YiFhgPnoHOMdN6S2oTpvU2yWpu6SZlYlfCcV/wQV//Ys7jjtju58EkX8a53v4tVKyf48Ic/yoc+9JHqwKsq6CoeT6xfv57FxUUALr/yyZx74bk889nPYP5gRhE76pMNPnz9P7DYWuJfvnELrbpAZGA8oe1zvChdUaab45A70E7feyJ0WJegbJSywa3scBa8KgutNiub02GztkcXHQYhIaFZJMQ2YqWdYvu67YyYhHPjNazzIxgRalpDuiCdkp4wJUCLKRfiKBllKemIckGwfBXS5x96uSLiTwiyyyjpHnD3gFz0kbfp3+9LyZ3tvy6jgild7ozKAKC19+YpogarUelPXT5pHn4v0TSM3mquJLUjZDgOZYaW+OB3PTPPXKtDIZ48NkRJDRWl6z0t1wGnjMQGawPNEqHhJKuKuqJPxUQ2hjiYNtGM6dYVVyjt7hILi22sCvPtJfZOHqAep1y18WLOfcoF1CTlj1/zv/jJH/8ppiYnWb92mq985atMTk4yMzNTHXwVB13FY8XHP/7x0E4MfPKmT5GbgofMMT73wHUsLS3y5Tv+g9l6FmiK1REdm+GloCsd8nq4PPdWONw+jG9n5BN1WiXI+QiKsslCBGy5/OZLO04RIUkTuks5MZYJM0rqFeuExpLhqnMuZ6zW5Mk7LmaclAhhSlJYylGvtFodrESYpZz6xBhROhKwsfBkrQyAJEr7f6uRMNSqX9aaEqQLcLb0hjbgIh3grhngbe92736Jgp+GRvqI2/TvL8Eu0RwpeedIBevD7UTLSwt6HHhZjrsuUT0Ni5D1MUQz1OfMzi+SSSfQI/WYlWYaFeF5yRRXrNtOrgW3ju3glj3fYDZb4s6ju2mNgreKHxujkAgvjlntkkgYyFUHbF5KHvOcRMPias0LkgipCrp0mHxsHFKhNlon63jwyp1HHuChvbuwanhwfi8XTJ9FI67xk295JavNOAkRN3zii3hveMlLXsK73/3u6uCrKugqHive8ZH3hqpKC3a1D9DJO+w8ej/3HniAdtZhf7RIVwrUQCFCHpe+EVGpChheDjOgxuF6wCRlownDhaZglPKfYFWJc8Eq+LxgTbySsUaDS7aew3mrzyI2MVNuhBGNSvc1xRCHzrbYIGIwUY7zElzpwoocKjZ02RkzKHBlqHKWHn5q3xRUUbxIvwOQstLv/ULvfukDrilvm3IxdMAj97fp3d+ffRJc8noGdyK+3MeQWdJw6W1iNLAj+G4RpHKFkER1bG00vGYj+KD4Y9ykJMbixaONs0nWxiy5NtEhy858H4tFlyOLHZKawRshN65vc1rgUTGB6oljpARo7w0+L4I+3AJkQV3jHVFUdkxOGFodxXjHvvwItWNCzSSMU6MzuZ5alLLmwo1cs2kSlxc89yefx8c/9DH+7r1/Wx2EFQddxXBcfuVTAciynGc8+5l4lJZ2ufHBf2V+aZ4bbr+ZB2ZDg0k2Isz7TtAsixLFKWIEm1qs1/7kELGlZaZ4XKm3VSnVCz0uQQPhYFSwPngcRw6S3GK8ELc8q9etYLo+zvnbzmd7cy3ihWjB0SACVbJuB1sa7UdxEgA5ysidwflQHRsTYU0UThBDmuYejdGnkEtwDtAsQ1A9BNDlCKveUNjl99vyOU1PwnHC30VkSFwXeO6gfuuV4uX7aKQnCxmoL4yg3gcbVe+QOEKdkMQNSEdQoOtz8jwDhUaU0JSgp47TOq5maGmX/dkxFg8tUMsNS0WLrGwYkjgqJ8iEieZBQqjEsQGNEAWfKVmRkzsPFkTDlJZMFYlTRAxJEuMSj3ewe+4oR2ZmsA4Ozh/jmh1XMFYf4eptT2WTScuhuHDHrXewbds2du7cWR2UVQVdRS+uveGfwiWzEe7r7GVucY4v3HIjN9x+IzkFR2QeXZmABZcqXfyga8MGIMhbDp/lGAypjWmOjWKioAZwZmCh2VMyWBUiHyrS2BmSIky6buQJUzrGWNrkoh0X8MyzryI2EdMyjpsLVXZUNCiFexhr6eblfO1ujtgYm0E83iBuNEqGQHEauNRctc/ziihWBguCMkRH9BbvjI8x5SXAsCrjROoMnAYc9fUTbrM8L9vZpcCXBLk3ZqiV3ODp7df2TxbWJv1FSymnuWAydMFBqwf6MTWCcVJNEuZm53He4aI2Z4+uAiNs2DjObVMbWCiWuOH+L3P/kT0s+S7ZdEoncTiBLPIUJdXTMRYnoYLGOoquMmJAsoyaKQcOCHiCFK+rBmJBYyEzEVnp9XFvMce++27EOuHLk/dw9Y4rGGuMcpk5lyuf9gzO23gOP/3TP10dlBUHXcWP/9RP8CMvfhEugazocmD2MLc9dAcLrQV27t3JbJrjjaJpjQ5deqoDb3pA4ylcuEyPjFBPayX4WopOB7oZ0rBDl+hDVakarA8dfZGz1LOYRCyrzDhPWX8JzbTBuevOZsynASCzgsinYRyqsX19tLFx2cocFh5FDCIWj4Sp26WUQrVXFStqwk9DrwOQ/oyTgfJCSg9lU1b6Q7TMUGUsyygI6dM2w5W3HFc9D+gOGWpaGbAZ2n93B9Rz34baKKrltJfSuB+vRMZgjB3U6z5s02lnJHES2uhtRF44VJSJOOW8dCNZnFGsaTNxqMZC3uKupb2IGpwFbzyOAhUlV99jbrBGkNiU/ihuYGGtoQlGywXT8D1RijhQXaLCkuR04xwx8EBrH9P772UkadCYTIg3j7Jq7QhveMMb2Lp9C/V6jZ/+qZdXB2pVQf+fF5definnnH8uT/++Z7CkbeazBW7ddycfvvlauq7LnsWDJOtHEQtxI2a2tRjA1CSokbCy712YQiIGG8WkSVoWhUqr20K7GVAP6l4ZkAqCIN5iXKAyojyiWaTUTcqa2grOXreVRtJgx4rNMOvAgV/KidPwXMZYMleOlzIW2wf9EiiMQVXwPlR2IjLw1+/TwoIvTxe9hhIzwNASbALPbHqw1x+BRd/Wc9n9vWfTAXM8aBM/wbZa8vJyHCCXt1X6FHqPvi59psNkcXEQaH9P1POlLn85uIYo7U7G6HgDYw1iaiy15/DqiaKIerQaL57FVR2Wsg5z3UV27TuGRgWFUbrWk5XVcUYXZz0iULMRESZYmnoHakp5oAETTobOlmsQ5VpnUTpcKTlxTRAH9yzsckY0aAAAIABJREFUZ3Z3i4SYfLvnmasvYzQZ5aLLLuLCCy9gZKQJQBzH5HleHbQVB/1/Tnzk2o/RTrrcPXE/1/7z52gttbjtG3cyI21MYhk5a5QlyfHqabcy6mk5qKsAkaREmhjboy+80Mr8gC6oJ9ABn7epNUfDZXLhEUmxEtGsjdPav0jkDXFW47LNV7CyOcGzz3sa050Eq4bR/ULqgupCbRSKQlEyyaFGeZIo6L0EW9IIQc7n0LKyHvZHHl5wM0M65GH6IWi3Sw2gZfn0lGWV7vD9AiZ0OjK83xM0tmhJr4QHbP/1izC0IDloMEd1oAbxQ0AVGUQ9GI/g8L7XKMNgvmFaYxGPeE+962n4UsWy6NEoRwUuS89m4+YtZOoYn9rAP3/z39nbOoZrLDGxbgKJDEcW95OUDMxkM2bm4DHyThdMXH4fgmOfKb2nvZrelK7Sz6SUVxYZRelvlddi9hRziMLH993AbTN3UbMJz/nBi8lr4Kzh537257jt9tu49dZbq4O2qqC/N+ITH/wIBw8d4hd+fTC/5edf9SpWrVpFrV5j1apV7C0Osthe4vY93+CBA/fT6XY5KnNQj1ArdMnIiix4F6sjNkmfz31Yi7MEuAuX6lpKfsuFLWPKija40BXdMAnFF46V8QQNk7Jlcj2Xbb6QZpQy4mo0ihijQlpYYm9LgBayIQAdYhLK/Q8UJEJohpH+K+kNgD3udfcX/I5v2x4acYX2q9f+8uFAnLHsfqSkH4Y6D3WINtGh1zp4/ce9KJX+NoM5s8ur8uETyUC47RiemTNMiQy03VJWu4AbzFmsW2EkMhTGc/bIFrKzchbzFl848B/MzLTIjWOsXsNpBl5pzy1QS2ukcQLdLtpr7enrteW491D6i6DWDF6cN45MgiTlqFukVgiJi3hwfg8TnSYjpslz/tsLeG7nhYgXUMcnP3wtH3z331QHecVB/+eL8fFxknrKM572dB7avXzK8vbt29m6YxuNRoP169fxbwt3MDs/wwf//WMcYiZciiaGuBYHj2bt0i66/cVDayyqYYzTkA1QAJPeZXuJRF58oBVEkMj2aQHjBN8uwqEb5UzVVjEWN9myajPb1p5FoobaUkQtjzEKcWGI1JaNLUM0gfhAmegQ0A6pMeirMQbgJscpADmOojjh/UMPDsB1ec/J8P2UIN2vrcu3RIdOZMu3Xw65MkyhDO8AfYQ5ljr0U5f9IdK/R4fOA2ZwplAC6AFJIdQjKFA21teSb4CWdrlz5l5aR2fJXIvGlnE63uFxzC7MsXL1CmJr4Ug29G6XnAZDnIwEgytT/lGmx6EDGIcvX85i5NmbF1gVbj1yD0tJi7qp8RNP/TGmzDgJCUYd99z9LZ789MvRL361OuCrCvo/Vzz/+c/nBS94Ac/7sRfS6S734f2917+Jf+3cxbG5Gf7uy9fz+a9dT07GUV0kmaghxmBrCYWVftWc1NJ+FZbn3aHL9CElQ1/jXDrUARgJznAiSNTg6MEFYhMx0ZhkKkkQJ0TzwjPPuYjpxiRX77gSmelivVAvTN+oyBvBldWXM9rnYg3S98oQsUNDs+VhaonjAfdkHnvC2z+CX8djxSNt+2jP0dvf8SNse7RJww0eUaO9whmJBusCzloiVSzKZhllioRCHP7cZ/LFb6Ycbh3j/sMHoRloh6Q+xmw3p04OYsrnDDRM76SQW9/n0L0I4sMVjZWwRiGqWKQ/GT03Bq+O3Cl3z+5nn5sjVsuhxZxrzrmKieYEF8smfuaXXs7P/uLL+KtkY3XAVxz0f67Yv38/d911F1/52qC6+MAn/obVBw/ze5snuONbdzG7MMe9u3ZyjDbeOKI0RaMAfrl35G7QQRf1p2ILRdldKAzpmIeunPu5MIzYaAHNZCTYaLY9E7bBeNrkgrXbOX/lZuq2hlnKSLrBOS7yPR/mYCLkyvOBF+k74ZmhHfUtlo+rMYfNjU4W+J7o/aGq10eV4j2e536sk8Djej09Xt4vX2h0MrgE0CHqxQYVIgmeuvE4lAuS9ej6C1jIl+js/iIH8jnauaM21qDtMlQdYPqGU56HnyhC3T6o8KXMRYP3iSmvFoxY8lhQq2RWWHAeCzzUPcg39n6L0aTJ6BrYkExTNwnPfN+f8JaZLnNH5vmd3/md6uCvKujv/rjhhhu44YYbuOJpTw4r+FmXp1/zdKKHdjN+zkr+9/vfzlK7xVd2fZN4ZYqxEDUSCpvjVcmLnE4RjNwljoijpBxDZXF+iN8c8pzo22aKLrPZ7Ld+FEItaYSRTHMFE2NNVtWnOHfLDjZPrMF6A3NtakWQ0EVamuSX/EBweyu51HK/5rhLeUEeXkGfour1ZLYXeDjRfZLA/3jB+TFfHwOA9iUoF4b+CU8JtFFvG1vSHcY70sij4jkrWkWxOmNJO3zt0DdZaHfwvksmER3vUB8g15XSQc/DqaHjlzwHDUGKccHGJfimWDQSPND10NKw3c6FQ8zsmiP2ltHRmBFzEURjXPCMp6CH2hzde4yLL7uEg/sPcGD/gQoEKg76uz8+c/0ncXg6UvDg0gHG3Ayv/8M/5978CJpY6mdNsiQdwOGKFrYHbpEliW3oUsPRabcDWFsbHM4oFwlLoPSyvE7qKxBEsFjAU6tP01p0JGqYjBo8a8fTmK6Pc/XmS7GHMjT3ZIeWWLtyZeiC6zp86TiX29JPn/DTDoHOALzkiQPqSQLjY25/3M+Tfc5v5wQix23T71RUjy3fxLwE6F4l3fObjhUSF6pafI1mFgC2k2acH6+jECW75If5/L1fZG/rKF/cdx9jm6Zoxgbm9hBWFcKorrKVhdj7gZWIDKBbI4v68AJNoUgpl1STo1bwAq2G6f8B89kMyfgEiY15/y3X8rXR22nEDV6z4tlMr13D1Mg0//BPn+Ld73gXb/6tN1UHf1VBf/fGs571LJ721KchaUqWt9kzd5Bbv34bZ+0/wiGW6KYetYpXwVmHiMdGCcb4csyTxZY6VoMh80XpZOZ7g0eOozWGaASWe0xYbxBvoSvU8oTppMlFG3dw3tod1EyMn+uStsGqYWpkBdopKAVZy0ZD9aq8sOio/T3I8fZw8vgojpMB6icK5idDZ5yySvpRtxk0j1DqrrW3uKultK9stQ+rsSmg2G6H2AjGCOvMSs5ZuZ0V+WoeXJplrlWE4b4+nJj1OEWK0cGsGD90xeMoG15UUCuoHzTXl9MUcSKohGk7Ule6NsOJp5vm7OoeJO0mPOjuQbeeT62ZsHKkiU3TCgBOcZiqgj51sX79eractYXLrricTJT5vMNdB3byri98mG/9y6eCrjSFPPYsaZvCFHir2CTGRDaoLazBRhFRHBFF0VBXmsNr+Kdlp5hyAp1vSU0YDZ7FeIN0YEybrIgnOWvtZjat2MDq0ZW4Yx2itpLmhlXNSbTj8N1yikjJN2tpS+p7MwplIGEz/Zbthy/KnQzF8XjA9omA8+mKx7MQqTLggIenwvQNmnrGT9qTyyRgEmwHbBH8UVYywaapDWxbtYXV9RXUlgzMFoi3D+P/ewAdqSdSHz6n8l9BMM9yJkgnvQ0nYcXj1aPq8eJxUuCkQFJo24yWadNpKDvdYe5u7+Wbe77MrmSGI1MZmkbEzTqXPf0pFRBUFfR3Z7z61a9m03nbuOKHruFPrn8vCwvz3Hznl1haFaE24v6lfdAM8+VsFJHEEaqerCjIirzfGRhFEWKEKImo1etQelRkmodDXBUdGCD3/2/UhO670OtHPY+RwpHMW57//T/EWNrggjVnURxoE3vDBCNMJQ3wsDi7hJFgZuQw+HL0lJPBntRIvx3b+DCEtW97f5LA+h2lOB4BMOXb5KZP9vd6NauLZIhqGHRFWl96oQCJB7TsbCm69PTUtjmF1TZSeNJYOY+zKATyC4Xr7/pXDncPIXmLuLA44xHjiDQMLUhdoKSEAMZZqcBrG2UwGUGIXTkfOA+DeEXCQqUvOyFTHFneBa/YZpOkXkfUMn/nLj56+6epkXDgvGfzvJ99CS991c+yNZ6swKDioL/74ornPp3CKLfddyf37rmfVrfFAV0gSptootjxlILggWAN6KDNizhJSn8HH/4JaFnNgKIKvr/9ct2uQfrUhFVTtkYbEmeRwnLhliexeXQttSim7hJs1sGqEEuCegOqFK5UkwC9XjjtGWMID1cGnEjU/AQqz+/E/XIKquiTrfxPdH+PDuqrsmVQ2fZ4qv6MAR0SXUcxwSNbwUREkgQzJ9elbmK8CFujdcyuO5/FqY20vr6fem4pbPDv6E2FMT3/Eum125dKEit4CcuEmYbXZsoThfYVJYqUjn22ZF1UIPM5mDhM6Gkqh5gjKgz3HN7JNCNM1MZ53xc+yv5vPMji4blK3XEqKugrztCOzwHGTvN+Y+BJBCP0UxkdYMf529l/5ACfuP6DHHngLrzxbDMZ1tZJrOeiRoJvdcv6ViEP46kwBomjPiGpWbespFywDA1HNb4IBsNibdmD0O8XLMFaygo6HJNJV6hnwtSK9axLx4kw1NsKrYJILFEEPneoV4os+Gwg4J1DjR+ao91b/RfAlS9TGHTNaXDVG6Y4nIOiAGNODKInArehydwPe+hE98vDL+y1CDMTOVnfiEeozFXkxEugx70WzXM0z5GiWM47l9c6ve7Ogc6i1FyUHLQWsrzb0Jddic5iTElc5QVpHJqG1jPBwuQG2q7F3V8VdnQM3nh8PNDFxx56nY5qPC64y1JEts+Hi3rEBX1f5AYDChyD4sCIUt7E5V0kjhBjSVJlkgW08OzceycjwGh9lB+95gd5oDbB/J4jXHqKL9Pb5TF8ujFrvvw7Tvd+5cabLtF919y2rCn0dMQ24D4e7/r/qYuNwK5TsN/o7LOpb9vGwmc/y4pf+hnOf8kLuP36v8dlHVpHH0CTTjhQEtDYs3ou49BkPAA1lT54lSLUAdj1q61SpNp3sveDTeJ06ICOw/2FIFjwirZyRrZdyuh8m8kLrqHumogKtjcxRCV4AA9LNEwpvjJlxQRlOdaT1gUDzsHdPd11NLwiGG4uLUGthsTxCQGN4c/gBMD8eBflHrZVN3ReSq32uMD4UZ/+8ey391xFgXY6yMjI0Ov3g0+0b09qh57IDk3okuOmdWkfWHsnSydhcU9LS9EWXbw6Duy+mb2tXRTdObTmUTphnFfNgpbXQz5HTfn9qcfBbKvnFtiTlWQ68DwRP7hC0qH7h/rmVx3OOTTdDM+RJ5giBW8Ym9jG+hWX0KiNceS6Oxhds4a4XuMrP//fvu3jV4FNwO7TjBsKbAdOt0t2JMDLzkAF/X7gTJgYvg34lSfwe9d+5OPs3b+PX3n1rwLwwvPO45nPfCarX/OzHEkivjJR508nHB3v2TlaZ3EkDRNPEsUnnjce7vC7q1Ki0mE48QGgvQiZEQpTKi/omfiEyqXXjhYOTC35VYsvm0kiiUhJMGpIXYRfyqnbmNUj0/zAk57BhqPz2O1PQbrN4DyHYMupHJFYTJ8RHWp2sMOcaRhL1XN2iEoUscsAzA58MXoV9Pw8NBqQJI9aMQ8/9ni7DR/1/nY77L/0oX4i1MXJ8NX923mOtlrI+PjQ/UNa9f71yACgtTQ1EgYGTaKDqTLh/fdBVyHgpSeb02A/aroU6pjb4/mS28fR7hw3H7oT3wxKIeqO3HdQdXgKXBwsA2YTQ1GejEUtsQsTdUY6Slzy14jrn4ApZ1Uq4LRclxD4jX0d3rJ+DBDiPKLetVgnXJQmPHuqyVQywur1P4gpRqlpwktP0TH858AvnwHs+ADwXyoO+rsznn7l03ngwQe56KKLSEZS1m/awOYtm7nkmivZd2Avf/SRd7Br8SCF8WRxWCVXo/geudczDtJh4qB3+TvM5/ZGqT78HB7cN4Uoilhc7GDFEkcxRg0WQ0JMe7FNrdFg7Yq1rJtYxWSRUC8saWH7VaqUZjpeTDkCi770q6fc0GVV8zDVIQN/jWVNMY8f9HSo0+9U8cFPpEI+Zft7rBq8p3QZppr7VfVxnX+y7KKFwQivciRZ/15PEUc4YEUyzZa6YTyf4EsP3gkjCVihpS0yDcoMUzY+GVO26JeyvN6JoScg0T4vrv1WdVXTB2vTo200TIt3NkeRoAzBYpywM9tPceDfqBHz2qf8V+w+0EW48PKLOXroCPt2760A5WQ46CoeO57/ohfwvOf/EO973/tYdcEGCvF0jPI///JNtDotbtv3TebTLDSVJBYjQVMcO0FMMHSPnR9cEYsODXt6fJfWggUVnFMSm2AwGGdJNcGqkHSFqdoKNkyu4eodT+a86bOouaPUuxH1PDi9F1ZwUZhVXRj6U70xQ+3RqkR9LXW54E9pEt+HZ31MUDtZH4zHqqK/XSA9FQt/J7U/HXDBvSuSoidvK2976XH9gzmNVstGoPL97w20tcNvuRrqEvT0Z7EOM7aBlna5ffJudueHWSy6dNWTxxZnDUqXqKTEIu01NEk56myYVhmcRLTPtIWhDgG4i7AeIkG/IxqcEQsrdCX8YQ8uzlMkGYlJ+YOb3slLL3kRq9et4nNfuoH3vv3d/N+v/s0KUB5nVDroxxlf+eottFot8jyjExcc68zx1bu+yv1HdrN78SDZiIGGhZpBRTEiWAGL9g8MO5BG9Cdp95zEBs0fAYoH9p3LfThVlTwvaNQa1JIU8WAc2EJIfMSTNpzD1lWbWVmbJM4MUSZE3pQ+waa/iDhcKQf6ZNCoMFBoDKYCmuNLZTHL/OqeKPA+0Wr1VIHzsG77VILz0KfXB+uHLWjKsFmpDmmlH/4cMvTdoQ+uBusNsUaMSY1J0+Apmy5kTTRBrYiQAiITE9sEjKHwnsI5jAqxN8ReiHyYRdlrM+8PLxAdGlIgy7jYfhGhghHFCOXahAPxJOM1FqXLfLHIfua4+/B93LHnGxyLl3jys57GR6/7ZAUoVQV9auPJV16OiQztbodZt8Temf28/fMf4L6F/ZjUEo3XEKul2L8IjmECVsKlYs85rKd78BJ43n7DCUNz+XpexP2jejCJW1XJsoJ0rIYWnnypgymESA01jdm8dhNjtSaT8RhxB6IuRBIO5ocdbNJr49Zl07VFGQLmgW5XjjfHLw9Ywwnm/n0HaYZHBdKT0D9/OxX1SRAcQ4A2TF0M2UOXAG211114vD/10LMMfwQl9RB5w4jWSCVix9pt3HP4fmbbi9hCQGzw8fYWpwXqldjEgxM1oYLu3fbDp92e5G5o/VqHvrOD2kHLb3b4hiRjNRa7LfKioBbVuH7/LSQas23DDrZdsJ3RJzU555yzGRkfwRjhK1+ubEsrDvrbjE/eeC2FKO1Y+J9/8WZanRZfP3AvOp1QWMJcOXIMilWPLXWoiS/5OzeYHtLzYfDlXD0R21dHBLbBl+BQ1rS94bBDoGE0GPBHLsIvZjTTMXas3cLTzr4U64V0EbTVRWczZAKc8WWTmvRd6UzJKNK3DvVh8VA9cam5NiplQ8pyZtwPM+ayHHieKBifykaSMwXKJww1J6Q+jPqBZfNgPXjgMMfAaa7/vvdb/Q39pdqOUPd1UqOcL1vZs+pcpsemmDm4yHy3Q1Z46iNNOnkHhycu51CKCtZHfYtaR/CG7om3+ydko6EdXIRceldbgyo+nCQkTG9R6LTaUIuIk4QjeZc8nyf2EX/6+ffwyqe8mDVTq/n0Fz5DfcQSJZY1I5srgKkq6G8visQwuzDHXXffy0OH95DjoBlh6hFOHVneRpIe4OnQaFYdVHa67KJ3oGLQYcvOR6/IjDGkSUSn1QmzBMVQtynT9XG2rtlCU9KwXbdL7A2RN32/4EG1ruVcQu03TQwIC8VqOZ9juOJbVg4O/R3Df86j2I0+URB9QqD9HeSgVR//mUiPw2cdBmgJQCx+GLgHLfRDOBm02Dqgw5YtNAKKJSJBRbG02TS6lon6KLfO3EWWdckpkLotjZnKGY/elPsafFMLI0NeL9rXgHvRwQzM4S9qqbsXhrgaIC88kU0wNqiNOkVOjmM2anH3/ns4OHeQ5qoLiOJRrLUVuDxWBV35QT9yrNq0hrGpcRZ8l/2zR3jPZz/EQ7MHkFpENFWnSCy+8BSdDnFa61/uLZsmMoxiLG9JHq6oRB+DGRDBiMFGKa35NjGWlAbNuM5EY5z1q9ZRIwbv8V1IsEQ+VFnODC5Pw7khnEoCGGgpwdNyYUoHQ2CHLs8xwxTCMGfrT+gFwSO0ej+aiuOUWH1+B704wvBbPSmA9nICbrpsGjXD016GxoUNW3ovmzi+7Ll7n0eElbhfla9trmRKJ1hRG+Po3FFahaMoLNaEuYS96nkg73v4DMaeikcpp4SXFEZ/dFbJdxhv+txH7ztQFAVxZDDWUlilQzD86qaeG/f+O1GhnLV5DamkiMScf/EFzM7Msm9Xpe6oKuiTjFe+9lX8xC++jP/nnb9Pq93im4cfJJpo4K2S+S6Lc23SNGH1mlUcPnogNJ9EFicmVDwGjJigebYWb0ouWEy/JVfoAaIOQFp6nGqf+Oj/MyaiyNqkxtCo17lw6wWsGZlmw4o1ZDMtrBOaeUSjlmJsSttCFunQeUFLO0opK+jQgBL19AR9n43wGryYoWqt11xjB9NblMfkoE/lIuGpVm88kSr98UTPBbAYagOz6vv0ReL8cTsrqYZBQ1+/YUgfiToR8GnQJ6sD0ypY3WiChSs3nY9/oE29dYR7Zo8gozE26i08DJUQcuJ99BYtO4miPtgNJMVg0Vt8ROTCiSGXwbCAeq0emiCdI3ZCbMNCYqszR2GDM9//9/l38sorXsra6bV89ivX8YF3/Q1v+OVK3VFx0CcRf3vdJ3Gp565vfp1dcwfIi5ws8kgcnL8KX2BjAfFkWZe4dJ8bvgztqTVYVimV/w1pTvsLg33yQfu/q312OJTAPvM0SGmQMqIJZ6/ZwljcJHURZD4oO8Tgy7azoTWgwXy88sX1bErN8GDXxwN6vSGqPb8OPbXv/elypPtOgfNyoFs28GagyjhRyS0nulvLz06WPU//1G0gyx1eldFklNwErnlbspG9jf0kknD/zDF83YIYfM+atGw66WnsjQ6P5pIBcB//8epAbfTwARFlBW16muty4RzwsdLRAv5/9t49WLLsOuv8rb3Pycz7qKpbVd3Vr+qHVK1+qOXWo92WrXFYHg+YkIwHDSOMB0PMMAYUwODHgMwMDsf8MXgGwiYMEzERCA84bEm2ZHkExgqBGfmBAVtYlmhAaln9fta76tZ9Z+Y5e6/5Y+9zzj75unlv3equrq7syOisvPk4mbn3Omt961vf55WyU/KH55/m/MZF3nLfSb75/e/j01/4Vf70H/kTNwPPzQx6+uXRdz4KVthyfb7tv/x2Xjz9Iv/nP/0HnOuv4tXjOmAzxatSuoIssyBKv79DZrO4nRoRpBRWqAZNRsCO9m1pgp4XrXFHL0HBAy/4oWNJuixKjyNmiZPH7qAnHbqFCQLsKoixeK0MZBMHbEnMZiFRwiOh+I3TqqYW8HpNEYW9ww/R8up6OgnU31bDXmTiF1w350Yx/xEQZKQpawy40uO85+jhZTYoEUpO5ndw5+JtYCyds1/HlVnIcm0YFddkgKrCvivys6vWDeO4N0gz+V3DVs1BF8WQTtdijAFc3ZfxOQxdgcOhC4v8q7O/jxTw/nu/k7e+/QEWHuny9ne+ne3NHa5cWuWOO+7gwoULXLx48SYGffMSLr/w8V/AH7LoySX+90/9NBvb6/ync3/IVncQgqwRCtkBA3luGxhCMjzBSdsaA1SsCROYGzWOGBka6psGkSqLiws4V7Kxs0G22AEj+K5lo78NxmK6OXZH6ahhoehyZKfDgyt38Ufe8X5uXevQkZxDNifPunivbA4LWMjIchscnX2EL4xJ7KlMnalXjcSQTZs6eHlasHNDFExhjaSEr/HZarOrzo07T8N254FHUrlRTbUjriJQTztmY8yELHnCuHrFyqANZTRj9JMVcHxiKCbJ9ODoo0IT1+O3PCsrGRhhs9+HTo41GbdylPeceBcPaJ8vvvgi57bW2ZaSwdKQouND888WdEUwAgubMXiq4o/0KH2BU8VGr0oB1AuuDs6eYaU3Eh3LBVjsdYJ2uXOYTOsm6Rb94L2phjXdpt9xGGv4P373Y3z4kQ9y+8pt/H9f+k3+5Wc/z7/7V/+WH/iBH+Bzn/scP/MzP3Mzg36zX973vvfx8EMPs3TnUdaGmzz1/FM8e+Z5+mWfgSlwxjWNvXQT0r7djM4mzOaYEetoTlVnVIpXH4NhIpSvPmgwG8EYG4ZNvCClcvviMY4tHOFYvsyS7wThI+cxkocs3vogPRl1NWq6VsScm48go8BFI4+ZNI1EkgCcQBrXS/Z8vUIorW9Y25CHTgaOxu6XKdBHRWE3kWGBU4w1IBmKxgGWZXLpcmrlJMONFyjLTXYwwYnderwJ66wWJNRQhWhMm1UD0yMdtGmPq6efbbw0ULTG4jU5CXuniPUYgTPlKt84/zQXNi5y6u738vbHHuLee+/gua8+x4ULF25i0G/2y1133cW9997LNz36TWRHF9g5d5kvfPm3efLMM2iulD2PM74OzsFxZIKgj6ZNPanxCp2G4SYb0GmATcSYOuo572tYxEiQNTIqmAKOHz/KyuJhjmSLLPpO2ESlYiqqX5ZFznMCbaZBtb4z1YiQVobXUARH4NE0s4x6wnKdRurr4rh08l06PZTP9Rq1nrQV8KFqsFk6NpSxLIt0cNy1cjuvbp5nrdjBYhHjkThB6tXFaiE2h9vFT83HHjt2afjwhikBWnTk3higTQjQInDZbfM7Z75C7nPef/IR7j51kuX7T/Grv/R5Xj3z5mZ23MyggR/5kR/h3lP38dh7v5l//PmfZ3V1lX/7ld9lwAASZbdrdXECpQ9Ynclsnam6ogxiSJIF+lxZkHtDV3IevPd+buke5vDSMp3tDHXKcKePtV1UhG6W473Hx53wgtu6AAAgAElEQVRWb7Y9lvPzPqbKjEb/nt4/7THXImM96LHt6/FS9TeMgFOH90puOgzVo6qU6lk0i/QE3nvPOzh/6TRb/S3Wy4IcG9hFZHgXaHBlHq2zBHxRYg01H/6gT5bhxB+I4INyhwv9ElsYfv5Ln+VPPvDd3LlyOz/+9/4XPvGPf5Hf+o3fetPGpje1FscHPvABfvzHf5xjx47hjOf51Zd56pmneOGVF9kqd1g+tMzCQq92FWmZoB6AknXVfBFj6gy6hRlEYZtcBeMUU3h6znB04RC3HDnG4aVDEcdush7vfR0I1XvUO6a1+kYx30kYsKpOvX/3D6ivzw/7JgjOaS7r1QdIrRomcYp3vgLdMAi3yhFO9FY4uXQsOnlHSCRGeVUoJfDlvYC6QAfM9OAZOumZVEWxGWiu+K7y0pUzPLX6Ak9efpYyy3jXY4/xiV/+xM0M+s12eexbH+eBBx/gPe95D0492zLgy2e+yu/+5y8hmaHoKIeWD1H4gq1yUBujNs2og9rwYWM5DeWeMVLhBlFU32C8YEoPQ083sxxZPsTRQ0dYIA/6NCpo3GQhoMbGjTpQPwVk2VuWvFeJUJjKGrt5OeAArXHtKKFKUResqjBNGnGcZY73DrPuj2KuPB8ctQCTh6ZfCNCQxeeo92QamuDuGkFPKmFN2SxgJWqVpy+d4fcvPcnhwRHecexB3vK2+7n/nlNTX+fo0cb/cHV19cYL0G/WDPqffuHX8EOH33F8aetJrry6wc9/6pPoYoZ0M5YPLXB5fRW1IJ0mMOuUfbJvHFaAXChLrQZxURf+0CUnc9FjsHB0y5zbFlZ4xz1v43jvCLaEYrWPmgVEhW7eaUp8fJ39ypSMeBrsMG8wTrPoUSaGTMjOX48M9kaGOir6ZlGWdDODNYbSO7wLGtB5r8MO23gchzA8fMc93OaO8ptf+SrFzg6ldZjloA8jAjvGk0lg8EjpyTPBiqEfNUP0AH6D1jQpgfY5pM9Ag61W78RhfvfSHyJnlFMn7uNbl97ObUeOT33tD3/4w/Xa+tmf/dmbGfSNkHP8zf/1b9HpLbIjO1wpN/ja17/G5cuX2bIl2rX4DAoKSl+GLCQu4GpQ4KA3twIV40oF1MeRa2OC0pgHKTwrnUMcXTjMHUduIfcmUOecVggMJsuiJIJEQaUmg9JmzGHfmfQsDHmezPu1CtK7/UY3GtQRYDIJa8hHGqAS3HOi1nNmPSfyFZayHie6hxn4IYUvcR6I060FZajiCAqM1qf+L9fgZCmVS0uJ6VgMwg5DijykKk+99Az33HsLPp/+mn/ku7+bne1tyrK8MQP0m5EH/c2PP4bYjKFVzuoVPv2bn8NYkMUMIj+09AWu0qaQxklEZUQk6CCK1NrGIg6leB/1pE2QjHRA4Tm8uMyRhUPccvgYmRfEgTgwWeO0MqymEqWiRgW7ItlHlr9XuOO6CdJvouBcfSYxMUiLRNpdYP1YF9aBtZ5j2SEOscTxhSNc2rzCpuvjvQSLeYFCFYtiRbBEBxedRgk8iGAdIBpHge1YjLFcGQ7p5h2MNfybZ5/grcdP0l90PPjOt3PlyhXOvXi69ToPP/ww62trDIfDGzJWvekyaA9865/4Li6zyQvnXuJnPvl/c2brEt2lLr0jS6gtKYZDLm9c4ZY7bsGpY+D68we0PUTuQIHzlK5EOlk92eecwxhLhsUOPcYHz7cHbr+P2w/dyomFo3DFYbxhwS4iLgrOG8GVJYIhE6VQF3DoOQLwfhga830f11cguxEvtmMDC8iVYDIy2yEYmw9YNDmQodubHOl1cQbec+cDbD+/QX9Ycqkcoh2LWoOWfVQMKobMWIxXxAeu8kEzmcJ6Db2WbNFQUqJS4hYz1re28UNlacHwa//5X9PTnE/+wT/nn/3cL/O3/9Lfar3Ob//mb/LlL3+Z3//9378xA/SbCYP+wAc+wOLpsxiT8wf/8fc4e/4sZzcvYpZzXKZsFzthss4qy0eWGRaDOuvUltrAwcIbzvvgy52opIuC1TCYYr3Q9Rm3Lq6w0l2i623Q3CDQ6dQRjT1D9l1TlH2w2rpaWGOvTcO9TvLdvFzdxRhDUZaoKlknq4WufOHIOxYjgvOCjZN+dy0d56hZYFkzLvsiToJqo80iQQNcVWu/ymvR8a3V/tRRaoFXcJli8gxjLcPCs1rskLuCp04/y9ve+TA/9xu/wsov/ks+eOY0n//85/na177Gc889x9e//vWbGfQb9XLXXXdy64lbedvb3sby0hIlno9/4dMMhwNWB2G0utSSjeEmucnp5BkLS4tcuXIZYw1ZJ2tK531nYVMEGFRx3pFLMjcSGRxGA4xhvaGrGceWjnC4s0TuDQxLjLHk3QzKaKGlGuGR2Az0HvV+T/vq9WrmHezOf3OdHIwYnHM477CdLpWeig4dJu8E6QENIkkC3LZwlCNmkUPaQfyAtgBIHMaSMPyiqmCurWaz15LCFZTe4wx0OzlWMgZ9z7ovyNXzhae+yPe/84PcfctJVp94kQdXDnP+8nk+9rGP3dC/7ZsCg/5rP/zX+PD3fZjN9S2Wn36G/+df/hzfOP08zpecHayytHIU5wUtDUNTgoGMEtuxgVtqFSNmuuyjpDKbzTh0zUfWcbigFlUSyHKLjw4mzntyEzIdP/Rkfcei7XLn4Vu5/8S95Gpho2DRLGAxlDsumHpKGEbJOx0UKAZDMhPgxWlJtMyQBN0NFti1CTfD428S+6Mue6dk63uBLbxqS5ltN/2OUHVMfkz63q/VoM1eL2UxIO+skEtGKS5UTgrL3SWkcDAssXaBkgGinvvkBPcfvQfT7fDE+d/DL2RhuGlxmWJ7m8I5DquFEQ2R/cBJ0toHo0bDoVQMZgCVSXGJUuBF6XdyVt0OgvC8XOafP/PbHHrpED/8X30bf+OBt/Jj+je4Y+nOGztA3ygf5CMf+QgXLlzgs5/9bOv+//fXPkNZOL74e1/kxEMn8X6dZ158js3+Ft54tGOQTrBallqcPAgkeq3Ujw9gQ2qiYzHpb2hjbS8mGLxiyLyll3U43DtEhyxqbkiAP2jM4YLEhtBUpLprZ2c0W95L9rzbY+VNmMm+DqVCfZVUea6WsZUoSq2xaRycwxcl40hniVvcYTpq8Woijz4IMGlsLh/Iz6e7D0lJZKEYhJxGJ70wnoEUiIFVt8HprQss9LdY7d3GmWdLitVt/ugf/aO8+uqrPPnkkzduBn0jXO6//34WFxfH7n/ft38b3/jDp/hLH/nL/M//8Ccw/fP8wTNPsjbYRLo2MDfyMC8rvgp0UaiIZkRa9RqpA9Uxu1K5C7NfRsKAitUw2n24t0yuGdYHJ+faakgblwul7cbNPsZ0DwrimOSUdfNy7QL05D+nNmsGUYPx0DMZh/MFjvllumSU3uB8UKrziZWZHsBJVuf5W+2qbshUqGrVoXEMbeBHnxuukznFaJfz/SP826e/wcX/eJqHH34Yay2DwYBnn332ZgZ9vV7+/t//+wwGg7H7v/ePfYgP/g9/gn/yG5/kf/sHf4c/c3GDp905FpY7SMdiljr0h328d5TlgCy3wdnCeTIre6al1Yt7jkBnItBhULRsvL1tlUE76JKz0j3EvbfdSacK0KVFfFa5CuJMJXiktbeszBkcdxtU2dcEoerYoMq0k8ANgXlfB5dg+ltJv6Yn7soBp3LkERbIOXnkNg75ZY4+u4CWBeDpowFCM4L3lSFlwKF1RGa7oodOgvHGKqmpcFU4RherwFAxxoa8OLLc4iSY0W4y5OzOGlul5aUn/z3f8v3/I/f+mf+a4ZNDTp8+w9raGt///d9/E4O+Xi+vvvoqjzzyCI8//jj/4l/8C77v+76Pb3nvt3D73XfhFpWnnnma81cuUK5tw605nUVQK5TiKYuiHo82kT+s3jUmmXsNIgkGLbvlkVFBzFXegFJBHCGFyW3GYt5jZXkF6wTjmyy7MszysfteyYRKLeiu0Yi0jaNejTDSpOB6kAH3ZsA+gGBNYskQZQyDbVnAlQ3CYbuENRlH8kW2/QbD0oH1Le1vZJJYP1f1205LVSpjHlFBffQ/tB5jTVDrWwh7pF96imKbFy6+wtANeejOU+QbGWbD8NM//dN86Utf4tOf/vSNlUG/FTj+Orzxg8DhA3zNu44e5S0nT3IeePjee/mWd72Lex44xYtnXuQXf+eXOHTlIrK+w+MnT5B3QdXjfIEW/drFRFyUAo0KXxWoJ8mCbVxPRq71wtaRGl/peuUhp43upzRXDSpHVFYZGYJ4yAplWYXjJudYZ4lsWGK8ISsMJorhaIzGGpMlsRrz6jCCKGWBlEUiNSpB0pQg0iSThObTAFk1/EbhnWT0fcyDUATKMlyNaT9u5Pktje3R15wZhcbNdwEoivC7FcXYZwhVRjJdWT3P+7H7ZRaOOunYiiJ83vR9XwOIQ72DIryvIkEEKa5bLU0NJHjvonCWR9SxTIcMw1106AxgB0eJi8r8SuZjVVeLeI3DE91SebjU3bGMqXh0YgKnYfpRyqAtogpeSsRmYWFnHptBAUixwVMvfZWz5w7x6He9lTz32LLkW979bjbPn+fxa/BNr8eY9fhrHCflv/jOd+kP/fYTV9Gv3d/lFPDMAWOU0u2Cc7zj7/5d8uUllm89znMvf5n+5ctc/oPfQelzcr3Py3csIb24wHHRJdUgmY0B2UNZhOBiJPw/nSCceFsmBOxqBls4cWXI+aNdEh5dbRKKVXAuPt6CLAQRpB0l756gt3I7dz70GJ3tHKOGrOxifBYDtA3HLoD4aAirGILBgF1bw62shHHDNCjXuN8uzI0priUyJWDVAX97G+12kSyb/jqMMDemMT9aBgnt+9PnAjAYhEDQ640/Z4rL+LwsjirAyCRHlbKEfh9ZXn4Nd5EPZq5XLmGOHWvWgwYnd/EtDAQkQBleBgxtiUf50vOfZ2frNM5toQtD6MRg7F24zqDZnTjf5/yJ3i4BWncP1mnWUyr4mByJxr0X4ZlCUC/c88yA04eWYMdzz7d+gFuW72Wpe4T/8H99nO0XX2T4la9cE7T/fuC1RrmzHPjTr0Pq/nHgzx30i0YM+u8Bt992lLe9+0F+4dy/Z21R+Xd3LrHd7fG3L27zV+/q0V0IalpOPCYLKnKdzOLLoADnXUmv2wuDJDFDrbOrJBg3t6UZaDHBGqvShFAj/M2LfX7q1oVkVNzXAdpmnqJsAvRhWUacYtY87739fu47ehff9ei7WbgsWM1YdItkvhNttDKwEdMwSiZBvS6nxCBkly4xvPVWsEHQwBhTWzbJhCA9K6NOH7sbdU3W12FxEel0Zgf95OQ3zwljWnCvIZadHVQVkzSMZcrr75dmN9HyqijQrS3MysprGqDxHn/xLOa222ImmqGa0fjFRxgNT8g/lYINyBUVz5fuPsuXznZ4oX+J04e28T1Qoyz4Eh8DtBM7JpakwI+9ssVPnVwK34mOBt/KNmYWiyN+z6XHmiwMyHhwvkTVM6SItmDhs2SFYU2Ff9gd8DNHl9Dtkj919wLve8u93L5yAt/5K/TPXGTnyhZ/4S/8hQP/tj8B/NmbGPTVXz75K7/E+//b76b74DH+1e//DjY3+EyQjoXcgDRlm5EgShQkFhXvXMxAg7aFV8X5cn6MTdo49G6n5UqSwIw+LeLgS0vLdHq9wMOuBge0dqAN9kR1Qq/jWKTOd9x7xZCvBiu+2SS8dpCHaRAOStOMaOd130IDLz5iYseXjrAkXTousIYCe4mWE/y8CEY7Z57sEK+jmTOCc9G4WAzBrMiCCjY6vQTaq4bqEkEzz2BBQQxfOfMUt99yJ9vdkm9/3+NsnL7M8MrOjYVB32iXz/zrf85zzz/Hz37241zeXqd3aJHuyjJD3Qyn+qUuuQkaFWo0YIcopXdBoMhY8jyLYhk6nb88M1BLshhl9nL22gqkTWYn3HrrbRzuHokJt0Tfw1YOhY8egxI1EyqvOlXfOIwnx3Y1AxeTpEpbGexV6klfr8Mg13dY9o1BrQvUZwWGtmnw5UXF6FA0y/BSoCj3Hr+DJ19a5ozLyTCUGvj/Tn2Sa+hYkNZ6jc1mcUwNzi0ksIP3wY7YGRAbYLiOz8EVEB1iyAJcqNmQnSMGeyjjqVfPsPLCf+LIuSM8+m3voKS8obidN6QWx+rqKquXV3n11dMsLS0jHYs3SlGUUcTeUfqyzjAl6lcYhE6e19DEYDAICzzbdYc06XCi/iXTHivtLCIyn+O4NnWmY7yw3Fmgl3cQH4j8BlOXm5Wta8XYqFgclVO3iuxbhexaZLYHaQZw8zIa6sYTgdSHskVuMyY2vJUjssyCdumpJVfLUH1wCldNvMXbULYmVaIcgEZHJ89w3uO94rzHRIda77TKQEJfyAZzW4xnqAXGO7q9Lpe31+nvDLm0fpFXn36etWdvHKPZGyqDvvOuOzm8fJjTp09z7uxZXj3zKr07FnEZFPig7+wd+JKSEkOEb6NWshEhz7KYDSjb/R1sZsmzzsxt0QTekY0h44/XkdIvipiOuIObQI9TYbnTY8F2MS4E5+pxTW6u9T0a1fE0OSS9zihv8wbpm0F7rwFaxqJyuqa01de29cl8WZZZ0A5dzbCaYbwjynBEGFmnrnkZOQnsOwjlFi3CERWJ2Jf30bzCg6hrfAyNMtACdXCkt8yljXXWdta5sHaRf/fEF/nMT/3CDfPL3lCehH/lr/1VPvOrv8Jws48Rwzc/+i7WL11muLONtYKtMGhD+LcVcoEuwfcvU6EYlBRFycB5ukvLZN1eGCWp+MMRNlBtHEvaWgMj2bGCRFU58Q6jPl4bvV3jDFZyDDml5uxsO0xhOLFwnDu7t3LcHsJsFfTE0hETn+TBeIy4ePUh7zahKemNxRsbmyxmIswx7TrrsdPK1dHvYdZrTnuM976+Tvr3tNcafb1ZJ4dJ7zfrcWkjtWqwpsdVe0C+LmPt1W9r8WLwYihMVUt5lgrPQhmuoDgDhQU3FDLt0WWBwxzi+OKtnDx0Et30yBBsIVibgzSGyZJoQ1cM0TRIz2KejsJgzUnD48XRL6/gdRvo03NCXmZkRQeVJTRbxncPQXcBb2z9PS9mGYe6HfJSWbYLHO4e5s6lW3j8gXfyIz/yIzcz6Ovt8hM/8ROcvOskZVkGqU5jOLJ8CGME0WCiKRVlbjQriDQfo1INXIfctBbqn55FTMukpdnt1GNYSVatUGtpSMVb1SofDtlyR3JyCaWn8bS64wFbrixBq1w6CaAS8fMZcMuNADmMHeuEfsFBDeZcn/hzu44Kv73GgNqsh9JIsxa0gtQES0YmObnJsWqwGHzcBX5Ko0/2/2NN/gTi6vVstYMS1fcwgTYoiqpp9VMkTquKh0OdBRY6C3Rth1P3voV7jtw4Ako3DAb9rne9i97iAjvbO8GN2FiWl5awJhhfeueQjmnKpNFMQEdKQgQvOjkTiBFvNPCleFw1q6LSBOA2JtgO/qpSB+kmQGfkWCzNZGG1QzTZkjV0Iu1Ne+3smK8NXLLfYDiPw/iNGKQ14dvXQFe13iRUbna0nIurTjRUBRZLZjJyk5NplBioCgKlddK/2iCtE++pro0WTVUZVIx+RYP8qSa7U7WuTJcWFjiUH6Jjc1Zuv4PebTm3nbgdxXP+/Pk3NsRxo5xp3nrqQVZWjnF59TKqSqfb5a4772ahs0AuOYPBgExMo02wh2U1ST9gtyValb0VjIGOlM5aZQFV2ahNluGVXAxLCwt0bEbHZlgx9WNHs5L0RNMKKnNspN2gjWmPn/Zc3Uepvxs0sd8Twm7Hv5dgP+17mmRwoNehip+MHLPEYSOLoZPnLPR6wSKrqsl8snYTiKO2wYpr2uxyFa/1dez+CZotVR7i693nQ2M/ZTpF0SfjFHGeO4/fzlvuvo/Fbg/1Sn97wCd/8RP8+T//529i0K877vyX/yc+9Uu/zNbWFv3+AFcG+lyeZRxeXqbX7dK1GVq6JkNWuaoyrZJ0rG5PL9+qDTvp9uSAXm0mK4ZO9GYzFU+biuSqu1eQOjnwXE0A2W9gu5rgfbXP3e8JY9eAJ3LdZNV7+YQNN16jUJeQ24xu1olSXVXW1hCqRV+LT1AN1miEFnVq9k5soIsKGZbDS4c4dmQFKzYqPCq333uSlVuO80a/vOEz6Acfeohv//bvYH19nZ2dbZx30cXYcmhxiV63SyfL4gBKs0wnZqPzbgbVGqRgNOBpc18qzk8q1K/jEpEtfrKGzCbv5FhjMTF7Jik9d9uqcg2D5dUG6XmOY1r2ezXBdy+ff68mAfNm3Nc6QKvMl0VXT6oGsjp5HtUKEq59lYnE61jjV+drOO/eiE6w9KjHrjJDSrXOxoVcMg4tLLOyfCSoQMZPefy2Exy95TiPPf7NNzHo1/Ny8eJFXnz5Jba2tshzy+JCjwEFuc3IFjJuPXKU7f42r2xdBOcDf2gEPK4W9Wg/Py3vIkG5aUBpWNyadATrheeTcfDWAjOkBLtKQU8qtgBg4wBIZgwL3QVMtB+SZNowbUSaZFigLh0jlldBKHid61Q8bfBkUmCay5NwhmnsNJnT9L32cjzTS4m9BeFZx/OGzsRqTDmoJ/oYAA1Ct9thURciOUiDWaxTjElc56dVk1dxkkzNBqpLKTWLv9579Z99BO28It5gvOHo4gpHe4c51juCLQVj8zD34JTv+ePfwwe+54Pce+KON26AfiMvuo9//JP0ej02NjbCj2lCNjCgCIxhMawsH8ZKGP3wFbgVx6TnMB1pBcRds5KxLCVm2klw0Tj1p006HnieptFbUtWQHVjb8J6TYNcSUtcRagiJBMIufcLRqcB5AvB+x7R3C+gHMTZef6bIYJl0nAfR8Jt0sjjIz/Sa4NHaNJatseRZ1iQvmsAbsRu+b8lRnVyqplO2zTKtTGrTUrEpHRtmlEGcgBOOLByiZ3p06YIP5ABjLYNYHbzhT6xvxAz67rvv5sEHH+R973sfb3nLW9nc3AwfRgxZloWzrjRUu+WFxdj4SIKYztfsm9XJhnGl0VaJmwbTUYgj2QTNnyIK6IPVVmZtxNtiYzHlmYxUgOOfZm9u3tcasrhWGPMsOGHacR1Uk3AeVsj12DCsJ1GiWaU1hsxmaCJVWk8JXuWY4AhKMuGPTQmbunVWEEct+aTJ0IwaxAuUcHhhma7t0qUDGk42WZZHTXePd46HHnqIe+655yYG/Vpd/vpf/+v8+q//Ok8//TRnzp7BOUeWmVCSqaIuDIJ0JOPOE7dz68otdEwH401sE5sRuMGMhlck6huM4XbVwh5RodQqM9ekNK+4zRV1LumAtx/TRNk6m0WwxoLzqPOIat1hH+18m3Qg5hpiolfL0NgL62NeVslBn3z2+l7XNYsjOYkn8uONl2WEwzKb0cmyoEleRVLfNAiDXnmEGNKryvh9I9fggxiuY/dXCYdv9qRLHkbF3qjWddxfYjLEKVqU3HnsNg7lSyzRC7CHWKy1iCrGCMbAb/zWb/LRv/ljNzPo1+pSTXBdWVtle2cniKvYgBGo93FhGTIxLPaWWOguNPShUd1EZPyuOVd/K5uasjfQ0c07Of9OJaQrjrMxMp3etUt3XQ4w0M7LMz7w+HINqHc3L+PrxEiwWasqu4ot1E5QrgFUoLQYVdVUQNoalITVLzQ2XuIFLWGps0jXdKL9gNTsDvUeK1JXobxBf/o3XAb96KOPoqrs7Oywtr5Gf7CDsbYWUffOx0mpIF+42FtgodMNwx5TAAol8dfcz6YfaYZJAmvIRMxkXOVO0kWYuJ9MDdDz4Iw3YJC+1kyUN2uArtcaScZN2qS7eghq1iqVGRuwHsOpA7oN1XAdoHM65E1GHk03jDFYaynKEmMMjz322Bvu93nD6UF//OMf58qVKzzxxBOsrKxgbIYYw3A4RDo5xnTpqIXSsb2+we1Hj+P6A44dWmFjcAEKF8qpqMGg0tjLqyjqfajcEvEZIyEjT3rLzdk9YXD4mo0hYay8gkvqJzZQivjwfqSaD/F1ytLhncM5h7EGq4K1CW6uSdNQJgctTbiujOCm0wTsp+Grsoug/qQgKt4jVck8I/BOgghG7x99/Uo/I2V61I+vssDkMdOgiXnw5En3jwr8tzKeSWL+ezyRzH0slVFE+hvRNJubG+3fzkQMWjVIa3kfnFlSzZGgRx6w4CAbMKHjnODY+0oWqj+4uPeo9KtDNz/3keFEgGVstafKgg4Z1hjuueUulswCOaYWFKsCc7VXcpvxx7/ne/ieD36Q++6772YGfS0vRVFQluXY5hITWBvVSKho0NbIbEZmc3p5NxiYRCxtXtfrtBqbifMxAa9Wnfk6aeXVairWLIHISxWpoY/qNauEYyrGeo3K/r08Xq8TeOFqsv+Duv/1xJ/by7HhMDehUPGhiRKz3SA36tvqLgefvSdZeo13VzlIRSOlGfqWZKwgNzndrEvXdskkw1QgZnWSkUYj3RjB2oBNf+xjH+MHf/AH31gZ9Bvhcvfdd3P48GG2trYYDocYY1qYrhgThJHif5V2ciYZucno5t24EKSZjtpThK5xh/H7BdpKHkylF1XThyLtjMRDcHmJGUPNP60zozYtUPcQHOcJTrJXQ4I5Mr79BNK9Hsd+aX6TnrtXLY7rRbsj5Sq384KR6Cwak4J22K0E+jVWZt4rXppJvr2nM3sL0lVyM2ltS+JML1Vm4iE3GZIZutLBRr2aKsJXVYCPpxhrKwVC5X3vex9Xrlx54wToN8qBfvSjH+VDH/oQX/jCF8jznDzPQ7fWGtQImckwURjJ+sBssCosZR0WO11uObwC530NbQTjwJgxjNI1ost2A1NIq+SQupJOTUt1ah1XUzp9wsetCPqqSXOmKt8F7z1FWdSNchWh1PA3h2mdJ+qGetABmztQHVQg2etrjj5+UqDXGTzmeR7PjMdNhUfmfN95g/S1qAT29HslcVWT/rjzHmLFKSilc/ThxtoAACAASURBVAzLEqeKc45SPD5LvkOVCWJisRL1+18/NYfKV+700eGoHvhSUNe0Dn30JyyV5c4ynU6PwyzTDYBHcB0yFsRgjQEfYEdrLc6Fk9Phw4dZWFh440Acb5QMemtriytXrjT6u1A3BxUNbtVGkgZdwK+MWHKbsbywVIt/o21pzgZHnuBAonssbWP3W3UyzJF2qMchjsp7DRxKUZYhq66fq20x/hZWomODsart47paWOAgtTgO4vYkyp4eAMSx10bka0mtO5D3qaq7mIA45yjKMnHq0ZSenDAo5sCV9xGkTRx0NalaYzQLMCO5jwFwSi/rstRboEsgANRPHHGsr3H3CHOoKu985zv5lV/5lZsZ9EFd3v3ud7O9vc2ZM2daGYSxNpqmaswIZESHOWhaZCYE6NDUaCJc5fauCcwgmjh4R4hhqvGlyBRAQVsY8lh2Xj+3mjQMm8LX012CxzOMWLtqVewxBni3oMamh9ji+KUDMzPHs0cyzoOCHHSOqb5pU417vc2khuWEbHnSe+vVTh8eUJDerXl5tZVP1eeoXiIE6AI1jNipVfKlMHOc9moxaEZd4BKV6wSbruUOnNLNuiz2FunSjfhzO+qP7loTdeBVlVOnTvHQQw/dxKAP6vLpT3+aCxcu8I1vfIOlpaUaYwrwRLs8TR0uxIehFWsMx1ZWany64kkn9IqJlaGrArkfZS+M6GxU3MvUAyjd3AFgjuPXUpdvKkkmWJWf8TUL79jub1N6B17wCC7Ob4tJR7+15o/6GOhNPNkgzX2TAsA8o9f70aPQSkZyzkbaLMbGnh8/UjGMsjXS1ziIbLR1LCPvey2DdUOJm+8z1LMldZiNDt+UDIZDtnd20DA9jRNQ2+ima1SPY9J37fVqPhyV1EEVrVtVkNdmkrZOrgSccqi7zMrSSgjQzjb6N0k1WrVAvVeszchzy3A4pCxLyrJ8Y0Acb4SDXFtbY2trq6Y31U0A72s6VdOBTmhtPtCtjAiLC4vYSg9aZQwnaDGWq1FXZgyDj8qNMh2KTuVGRzPukDmPa+KW3jMcDCmdwzmPUz8B6JjyPkxvEs4a0z6IErvVrJrz9dqWYVcPv+wHinkjX2TSD5/KWJCOXGtrUTs8RVEwGA7rBmKDV0v7ecmLpqqOV3NVRtgcyUaqXGGMatKoDNdu1qHX6WExIRHzPrjE1EOQsRKOTjItCmGsGj71qU/xQz/0Q9d/Bn298qBPnjzJ8vIyZ86cod/vtzIJYwxD52q1N1Ufz8Amoe4oOI9BgjKcsWDsiG2gNtNMMlJkpTpEoyVyvbgaVkbbUaWiw0UoYyQIpeiI19T5ImbS6hkMB7iyRNTiteWNMaXY1H2BhFfL4pgnY9wNMpjFsph0W+fMVKe916yMfL/Nyb3AFPvNpneFqLTN4tA0mRBt0TirAD0sC/rDASM6cnWFVzefVSbCeFcHhWu9X+uXl3R6sKLYSRKkDR3boZt3G+kDr4iEflSdhYs01W4M0NZaiqLAe893fMd3sLq6ejOD3u/lh3/4h/nsZz/LuXPn2NraotfrtQw/rQ3KVYGU3uhwZMZGBxJDOSwAWFpaopd1kCwPj/WVRoYZy+amzTzJyGYwybUV8luUp2kmrM0xhIGBRstJBYa+ZHN7m34xZFgMAw1qZNiqKeJSL++krN1DhnxQ2he7ZcizjAOm6Qhf7eP3aji72/vO+owHFYj36wgzE3dOXsPhcXgGDNkZ9Nnc3qL0HhfXkgp4TSu3a3iJ8IX4kcnZScbCqoi19DpdFru90ET0ICVYa1rfkZGG/6yRoWKtJc9zOp0Og8GAoiiu7wB9PWPQ29vbLc6iJCOpzjnyLCM3FltlrxUOawwqgd7ufcCbOyYP3EmxtT+gzFrNydSe6GQcIb1fRkpLnZTIpllV6lGoGnnbEU1Wxaky9CWFOgo8Lj6hElMP4+yJUNJoZStai5/PW9q/XtDBtYJZblRIo7XmKrZSdO8jUjI9gpPmmq74wBYKAbqgpPAFQzfEq4uqX75ertf++2uPo6SwBklG3+jlBKOujmR0JA/PqgxkRzTPwsBKpNzFpA6oJw299zz66KN85jOfuX4hDoDHX6c3fhA4POMxg8uXufjqq+Tek3lf/9/HL7u3tBh+wtLjfRmyZhSRiFk5QYYlmfEsZsI9asgxPOaUzCbGaglwJ40QRlycgoi2qzupqkRtGVlSG9JqHJ2tSkXoeuXtpaImWUMSBaqdIi42+tRjSiVTx0JZQDkIm8Z3sD7wBMU3ZbPBoyYRfDKJmax6xBVQltHNnEhHNK0T3tiWScaVw5Smmbtcl4rmVJZQlmjFgpn2PGmUHqrnMvr4dHx6t8eXZYgsRdF+jZHHTnU6H33d0funfBYtCigKZFJGtleIQ0fm9yYxiarX9R7KAjMcxkBmois2EOUJqsxFTTUtWOAp8OIpGWCKPp1hn7e4El+64OptFbyL2uQ6sZ/eKZUHS72q0IyCKSUwSAAXXCcAsGVYw2hQZzBOOalKxwmHSmG5FExZYApFCkU6HXAuyKZSIGpDMHYeV5Q4F/Q5TCVBUBScuvdeHr7/fh4CDs041vUYs17rWCm/9dvv0tPf+cRrjnWcAp6ZsUke/0f/iMHmJturq/iiQKzFZFngPscNVN0WY0IgMNIEojjiqXnIFEopeP63fo271rZ5IV9Hlm2l0QmU4UiMoaWmb2wNIrQO1MiEzZeksYkGQpXenlgbcv5IdyRoVDh5GQU/BLIcfB7ecmA4/q73k2cLHF26ne6wi3jBFhbRoDWgVlBrQoDOGpdPE09S2doaeuQYiG0FWEn4opMCbGsTpc/ZDXeuHru1Bb0eZNmsaD799WWKjtqoRsho8BoOw3fa7Y7/bYK+yMTPMetv004yZQmDAbK0NP46CbVS9vA+u7E0JOrcyuXLmGNHw8e3Fm/i2qgCdVVp4UCUUgeoDevytHuRV/7zF9m5/ArlkQKVbRAHHVcHSpyhjqDJcZ+42Of8Lb2rwHJSpDX+w7omcWoNwVgoMlQN9359iP6x/4al4ye429xNXmYYbyg1CucgGC3rJqZ31OwurXRaVCmqtSLCy088waWvfY21f/bPph7q/cCzr3UiK8APvA4Z9MeBPzfj77/7jnewtrbGuXPnAtZsgghKlmVYa8myDPUaxcYt3sYAm1kUH8T7jYFOKOMGUvAPn/8S/92FDX4wV46sZKgopXU4NyQzho7JEDF4hUI9kmche1UfF6vUBP+avF81AROcQcQkDY8wtfVjlwb89C09/KiojSqULhSVRtBOjvU5mRM6feH7HrqD473DvOvEA6xs9rBe6A5yMp8DgreGMjeoAZcpZD5aZ3kM0L14GW65HSQby5pHyfzTRJF2u39SFi3r67C4CHm++2OnvNeuwbSCvNK/7eyEf1TTYnO8ziSBI9lDkBYRKAp0exuzsrL7Y3e5PdoInXax6sF55PwZ7G23hUQ5zyhMjhfBY2sesXUgUoIoQzbxWYDB/nA749f983ztwhaXb/WsyRYDKSl7AQQJmazF6PhJ7MdOb/NTdy5eRQYdf2s1NRTnTIGIB1FybSzlhj5nYdjhvLf8o50B2bc8yt133M299j7yIid3lk0Pxhowhk7pghs4SukEvKtZXxXzq+z3a9jD3XUXX+71+IkpARrgE8CffbNj0HfffTdvf/vba2rdcDgkz/NEeyO6QNQ6r9qi6GjIE3CAF4ks4WAmmYlBxCTJ7oiaDKSt5LYSQeLoIKPjgCMZgaIJ2sdE55PwOlGAXKJ4uUo4D0ShGoeyOdyhXwzxhlrEprK7HxVnajNyPW0D+4PDgF8LnPmgMOW9Tileaxx73mOY6z01kbZNFpmO/PKV8FC1jr36iEErG4NN+n5AQRkw6IpVEdcjOj70wS6Z/V4S6GCN0Yyii4++mr4xjw3QjSRHZsg0XG2tJx21RupgIM2emnKSTJODO+64g+PHj3Pq1Knrq0l4vYHiH/3oR/nc5z7Hq6++yqVLlxgMBnQ6HbJYKlfZRZZlddkiiZGrjrlnU9NrOp0uppM3YuTKGONiXFR/f0FnVgd+lPcrxtSDBEG0ppGCPH/xAuvr65QopTicOByOMgbwMbfkitCvpnapmOWoPOv4d2MR7Pp6czJD9suUmOUevd/PMiuA7uZaPes4D+p7aD1eml52euY3BAg582B9/L82J26VkBt7lFcvnGNtsM1AHYUrA6pgpKGp+kb9Trxg1GAql5SoxZHev7er1OPdVUMyZUY1TvZJB15BYhVtbXBQEeI1mY6s5mpUNVTfI5ViVY0bExTwOp0O3/RN38RP/uRPXl8B+nrLoHd2dtjY2KAsy3owJQ201ZecDq1MxrUaecWAHgidPEOqQE9bB2PMNE1bNpbJKV8n63Vo+zGTThiTnqIjZ/VqCqr6b3Nri36/T+FLfG0HFDKgSq2rzqDaEwmJvxwtNsdeB0P2mkketEfhfrLLeSh1e9UP2c977vZdX1V2Lm2GQwXZGh+uVuO11lWu8I4wsVqirG2u03dDnERFu9S+1Tfo3agz0KQ1ve88usUd1XQUpp4kbFkUGYMRg8E2Fe6E/kX1vYz2W1JorwrQ3nuOHj163WXQ15UWx6lTp9ja2uLChQstUfYqU66+zDRA1w0mTUc8aZ9xJWSpWZZjrG3JL7abLtSt5Vq7YkJQlZZkaPV4JSm2onzijM2ZKiWNjvCaqlQTNrY26C/2o7LdQgjSI9OE6TBCJXDeTJsn5rQcvJLd6OebpIkx7xDKvO81zYW83tAT9D2mvddEt5qRpGDWYM5e1OymHc++/Q9jkBZp99NS2qX1KWAXI66R0DhHWd1co++GAVJTlwTGds4iE044qgdzopHUcpBkyKvFtdHGUcXYEKDFTBByav+rhndG+i1V78H7wOxwznH48GGOHj16fQXo6ymD/smf/EmKouCll15icXGx3jw7OztkWUa3260XdL/fp9fptq16kFbwE9F6tNUYQ15l0HU3d1KQDplGKlmp2kgzSupkkqYylayotOEV1WoHEeCHpASr6F5aDaEQII6s2njWsL69xdrmBhc3Vjm+fBjjFGM8oq5RvtamH1nVjJJoNUwr3WcFov1O0O01qM9ydNlrJjtJbnTaZ9xN/2O395mkATLN9Xva55rneGZ959WjCtMwEQMvPjS0bTRnreapfa2XmLHKJbZ1wNn1S2xJietYShlG+QtFSjC+cvvRlqOKJEnR1WhxpGp5reSi2sNG2vlMhYnbDKlF+mc45rSLjYkBumoQF0VRz1fcxKCnXG6//XaWl5frgFxdU4nRMYhjNBPSZsKzwqCq+42xLU7vyK8/Yhc1ooc0pjs6spEmDKq0ubZSH4dO2NiIjDukiFK4gp1ihysbaxGD9sk1brgqm6lYg60ynqkBej8wwl6C5kG5uuwZjrgK9/F5XcdnYdnTMPJ5exd7da3xIk1DPDaQjQaYQ7wPfPiIPQd4TFnvb3B5e5WtYZ9CPGqrgJmaxlbiYlJDbqMQh87Qhpk7c26tl0niVyOQipg41DWFfSNmrDIFmQiJjmbW3nt++Zd/mR/90R+9iUFXl8OHw7jKysoKi4uLDIfDOjhXEz+1b1/MOrz3kzfXSFlUB+14xpQ4VdTaLCmZY4SVIa2APB58xjeUtjDg8QGDti5H3W2PPOhRp/DSl2wP+1zaWKWUklIcPmZDvmVKlExU6cg7zhGQ94rjzhXY5whWV3M8U4PinIF33pHqaQ3C/XyWmVrWczSWxzJQaRgOPslsTTKRF8SGQoCupkuv7KxxfvMim8UOhfGBT19lnTVrtGFyMAGH1gn37xVEr1Ty6jZKop1b28CNTPLWQTXlYiVGzDV9L61AJngzTqu+3v/+9/PII4/cxKCry/d+7/fy6KOP8txzz7G9vU2e58EENn6ZFc0uxaWrzLpyJR5jX1SZo/eh06wyQa5Rx26nQTYVNmrwaVO/j0ESudPEKL4WZ9aGcqdxHKqREQMb3qP0nq7pgPcJoT7giqU4rgw3eOH0S2w98B4yNZjMkKmPtDwXzWQjutESt6bmWk3SPN5PljmPPvFuWeA8GPTVihbpLo4qe4UgJmHAE49zjhPXXo5zlqluxeJwEpcWFWMjNtZShqWUeHF449mh4PTFs7y4eZq1cgdnJPKiK/0Wj5GgZYEIqRxHyno6qGZn6v4myf6TKmlhZH+3YJ6EeSVmBOKQOE3ZlK2TftNU5U5E2NnZYTgc3sygq8v999/Pe9/7XtbW1mpaXWUO672v6TBtN5X2vys5RNHJzbi9ZGhTHzpB4lhSDG2Our6dYMoICJJCJ9FhRZShL1jf3mCoBQXBkqgUDRDHyLi6JLB6DXFcRQl9kNn2fmGHed/3Whrg7vYZD4TPsEcqZLoKteVvRcImCtoaPsJipXiGlGwOtrmyvc5QC5x4vNHaZT6tHgV5TWPBZIaUNnMIE2f0dQK7KtEemcNZPg3UzjmOHDnCRz7ykZsYdIU9nzp1irW1NYqiqDPoWQHamgB9tBTbdPJvl8qsTNNF0BmbcBQyGPubavo2I8tj/J0mSUNWJZu0Anmg0vX9kCs76wx8wSBuKJcGaNHWZ5TdzirXKJi9Xk7XVyPoNCvT3RNXeZ+494E8ZmpwawK0xvXiUPoUbA62ubS9xpCSUjSwQFICTjVExSzl2oNzkGmWcSPZWIs1jbh/t08dSUavo23B+Y81DdLee1ZWVnjHO95xM4MGeO655/jKV75Cr9erpQEXFhbqAZUqUFdlSNVtNSY2C5To2huuddB0HudcDY108g4my8J4rDZYXRo409dp441BGrTuXCeyp9XfvQf16etokBT1gcXRYMSjTTwJKnsShkrcsEC8srC4SKGOgS/ZKPs8+cLTvHTuNH7B0tc+Q4aoCaaYIsJgpx8rj/DdVOvZOUdZljjn6qv3fuzfkz+3zmymTcpCJl3nyQ7nGQZpSU8mxzrpuCc9d9pn3Ot14veV3Df6972V/DLXiaj+jEZw6im9ww0L1GbQ6QbBKAIpeocCh+AxfGPrWV64+BLPnHkZnwveKN4ohSvJsoxepxv2SCUB6sPU6+i1cthm5O++9PVVnU681qwmXwXnsC9M2uTUUbvmCBF6F9UfLUJW/y3LskC9E6nZGBVTQ+L9VZZcKdpVt9OrtZZHHnmED33oQzcxaICyLGvMZ79C5zJ60kz0PqXlxyBj59NmVFynpAsNSKbaYGbaws+0zcmW0fO41GyNiRl1fGtrTNALUIdzJWJDk8Z5x+X1VTI1DCnpdDLwBld4XNRMyLKsLm+912RWZTKWWzvQzBDA1wOycJrF9z1Qd/GDyuj26FJer5Kr8GWchadPPIYYJLViKCkIZVQ/BKzgJXCbXaYUcTjl3NoF1ost+gwhC3UaXvHON8NYlahQ1YxLvDplem3Y/E1kjgS72i+SkLqralSavSVaJz6TX2G0YJbxUCC7wzXTNGre1Bn0o48+ijGGMhqk7vuDpF3dFhMiMNWNjJiujrAl5qvYxnyzJ967H9CtOoFkYlDv8D4G6Dix7VAurq+ytr3BQIdIbiEPAwdeA6fDWlvTorzTmMHrHLj47uyGa+1cfWCvvQe64G4sjnlgkEnvezUO53v7fiL/3kMmGZnNI/PCgboQoAkncGdhKJ4BjpcvneVKscmQEskEp47SlyEg+6Zn42PQlmnLf/T4tDmZyBQ0cTzwSXyeNIMxLUaVJtOxc0BJOuHEsMc4m54877nnHu666643bwb98z//81y6dImXX3557hK4acxUZ/VxWl36Y9Z0myk6G5oSn32j5p92rEWSDZEMpKQZuG/J9M9mcYgSqHXRlktLB6pYMWFj4BgOduh0ukEyGuX5c69Aqbx86RzHTxzBu2AuOyyHWGPp9XrRGkxxPuCNmQYynuyiG1FPZu6netlFsnTS4/aSsU9jaOzFxHYv8ME87JGpj58SUCe9zqz752F9VAwi70rC4HOAtfxwGOC7nmXgS0p1DLCcY5VtHfCVZ7/KmcFlduwQ2+tQ6ADnXRx+8rVMea1WOmEfhTXcrKtJAzS7rqWacTTBr1ADxqFqEhZHozMj2lhcSKtCVKq5SVOJkMUKc9ZEaHqM1trgdF4U/Oqv/ipf+MIX+OhHP/rmzKC3otZEWZZ7KivSRtvMRo408IKvpEN3y5i12WwyLYFOmoP1kMjMVHqCnZY2NKGyLPHOYVSwEVv3PvKcTXBZ3ikHbOxscv7SBYYaNp4acOrw6oIv49ghtrUNrhZ73Y9Y0LXMsPfasNtrtjr3oAqTLc4OooE67TFSu9eDdy4G6sqqygXxrUzwuaEALmyu8uraOa7sbDCgRDOJNAGPqieLzkQSsWEjQmZsIhUwsm3GktrJG0BnOLwzE7RoQ5MVDNnso/FUuc1akpkyt9NupyfN5eVlFirp2jddBn3ffayurrK5uYlzbs+4T+1QPHVBSwt3CnqwOo7/Tlsq2mDbY7BJYhrLCAytSGscUdNVk+h4pPzMsiwxCLmY4D5ef76Y9Vuh74Zc2dnglfOnGT5QkKsBk+F90JP20QGjhXlDS4sj/X7mKe/nwZUn4ql7EFbaLzY78TVmBOlp2eosvHwerYw6q5whjDRL02PmGtwl864KOe8dIGQIpYaAK6L4LAywDPGcW7/Imf5FVgebDBddLOgaq1grBuMj/zhWc4F25iMFb9Q0PP3MuyN5c+3sinpaNXKkMcVKNhRMml+shDfm/D7nud3r9eh0OnD0KLwOBrOvmxaHB77wT/4JLz7/fN3pzvN81xJ0dOMoEs74MumxVcMjdNOLosRHSyQTjyEdNw0/Tiwt0gS98kirprbqks80Ky95IU2B5RkDFNWtLMtwxTAQ7a3Qyzt4DW7Lg6JAxGCtwXYtG9rn2Zef5/yVSyzZLkd6JzD9sDlrcr0IaoRY2TUNH2gN/MzCBidp5k4Sth8N9CnThhnZ9Dwn4mknj1kQhExYJ+wRdtg39r2nTHE+yGjW563WZi4ZblDgVFnMujgsYOhLiTMZXuAiF/nGy8/x5KXncD2D7xjUKsNygHqHqMdmWWA/OIc6jxGLtVmE32iaf/UmTlSaZvyeqRzwpPtNzeNuZ9AmGWFHo5a7COocToPsbq0RHQ9FZH7MebcsWiTsqaWlJf77D38YfvZnX3uI4/VMoJcPHWIwGFCW5cwvbDbEMcKDrgKkVrbuVYbh8WWJRvqNTsI9x0Jn/PFHdDbGar0UOhvHGFLcpLWhq3FaW6lzRdNYE5uahsDecN4FKUgrlKLsDAesrl1hY3MT5z02M3FwxzVi7VFP2ifl9zQ44mpgjXnvv/YNM/bcDDwouVHdY4PwaiGXVF8miNNJjRtXFnBiBG+FAmWI5/zOJS5vXeHyxhXIBW/BG8W5sob9JKh1oS4A0C36IpP51m113Sn/6QSMmfQ3kb019ZyrG+Ojrf5UlXQvAXlSYlIlM29961v5U3/yT/J62A+/rhh0t9tlMBi04I15pRvHsiodZWMkk4VxobmyhCobGBsNTzIvTcCMZAVqughb4+E64/7J47HVsjQQMefI0yTpgiM4X8Yg7UNX3ih9V3Dx8iXW1tYoXRn5nOGxoSmuzRBPog0ySdRnv8F5LFjsIWjvNUjvFYbZy0baC66+Vxx+1mP28htMhU2Sxl0tfl/vI4MaoRDHAMcrm2e5uHmZ85tXIBPUhClV58q62hEfgrOWPg5sJJo3aUWU/L+GG1rN+fFkRnXSNQ3Q0oIQZyVo6gKEE2wHRp5f94Zkoiv5JMu3aRVkVaXfddddPPae98zhTXQDYdACvPLKKzjn6kGLqSL807KJ1JY9SVArgrupcWfAwWAwxBfDXTFobTU2tAVrSVVmCiPBtzpuHXndyNzQtkhT6hrufRRyUsWXJWWCUxsbXrPUEo9DxJB1c7769a9yz5HbOLlwnKPH3hK4rs6Rd0IHe+g8YoPDs1PFMB4Y0uGftISeBFlMCjBj2txJ5qEwteSfh+M7L3Nj4v1TjvNq8eeZjA7Vmge9n/edBwKa+J1ocLXvZnl4f+8pvItGyZbLfoNtP+Rf/8Hv8eLWBYa5MjCOMgZoTWQ+XVnWCnZ5nlM4hy9d8E4ePamMAM/zTHBOhS/bO7nFtUubrzWVryzqpEVlVCBtvHGL7O37Tl2bhsMhRRHgo9elSfh6ZtCbm5tTp9J2ayilwdSjkXLTjJSYOLtf/bhelVLjVKGMDEarTMHQlF3TNGkaiuntsUGVmOWn99cLr3StEe+K0UJmscYGpTIFRwyEueXSxVUOSY/L2+sMbgm4uhelWxH9nQvQSU0ymo3jThOPH8P8tbo9/mW0gnuCkb7ehP8DHYTZh7lAa7lIRceU2FAOt82IYJBo8pgqy0yeS2oc73wzQeeHDHQYBfm7rBdbbLodTl84w05niHQNpe8Hxo9EOygSX88qQbKWcliEZqOxdVU47mCULvz2fS2f2Wp9TQrPWlm3pOqSEo3E06azD/xuDZCfU48zmlhkSTJS5nfFxWed9EfZHJUw25sCg37nO9+JveMONre22o3DGWOxU+8n6AhoghcbbSzpq8c4PIX3cWGO2E1VE1ljWb4i6NT4PNpHTicCxxfx9E3syrJ+jveBclfWo6oBnwZwqqGxmRteXrvAxY3LnNtaZceU9E1JYTQsalHEOawKVpvG2by46Ww4IlXra5emY4/fBeK4Gmx5P8F1r487SO2OVDk5qmNUU9It0di0l1JLxyYwW/3cZPiOGKCtzSLnuaBPwRDH2nCDS/1Vnr74AjumQLqGwhfx3Su/vnBNpTyDKbPHu7Ll4Zle28eZKMZp0nMZZbeMXaNhReqv6YOsgtdEqB8fjQg8qmUYrlEXv4vwfZhUvkFC2aziZwbpSTzo0UahquK8Jzt6lPvuu++1z6C/8ztf2wD9iU98guUnnuDjL7/MbceP15oFlaxoenZLYY9R+KOMmppeoWMUq0qn9BhXxLjhKXPF6uOyKwAAIABJREFUG4PvZFzqb1AOtsFa+kWJ2NBgsTYL8IJXVF1MqCV0s0nO4qMNBdVa5lFEWgtTRpvbXpFEkUZJYYHmDG1MVpsK+JKaTpKJQUUptGS13MLctsiLss7G136Xtz3yMLm1HF7usohiPCwbi/YH2EGBOMXFhSpIHfBVfaKd21ASva8yvzCRaMyYBzrVLEqls60JvzzooUTmSCIRW33eUdeK3ZrDk2CYSbDD6Bj73FmKMXtqJA2Hw5Y8pYka4zItSIuv8UsX6AnxfmLdF3IJ6+O4v2/MVFMj1CKzlFnITIdG6PjwnS6rQYYlSMmw5yHrIKI8y2l++8l/wzOXXyK/NaNvN6P2eIkvKzjB16PRBsFXa35rC2Ogm1nUT6FPJo4qkuofRFaVjH53U34TZ4pEtzlLGtqu0nQkQ7DiEKOoDLnUv0x3q4c/8hAD5xgUBR3N6XYtmTVsDIeQBYMO7zQG+enQU5pAGGMCrOFcgHqKAleWfNfP/Rw/fuECf/Ev/sUbO4MuiiIQ6/c4TqwTTV3BV3ludCE20bZdtMIbPM47hkkGXe0QnWCLHOcFd5nhHlGPGxUVT+5vUe+1zcqDVGa03f5JlURbvm0WykwpMmUn9zzz0nOcuXCWbKnLwA8Z+CGlK8msCdoeM7LZiU0pTTrvI04zo7dberyjrz+joXg1rImZDIerzLDnafztuYk9wSVEmY2e1WL8MUHQlPc88v+A+YemWd8NguO7wHPnnufM5dOcXT2LXbCUWjB0/Zhd+pj5yhRQr50VM9IEbGAY2pi0NrK36G77eoTRQRQla3ZgI6OqCoRpRygZumH8rOHkp5K8Z7LF6zkC9tcDmNVIvGFZHDs7Owz7/VbGMdqc2rXr3lrMEspEbQKzpA2+2GQrkmm7Vtd3gqiiMJ3TmgYkGXHNHiGRtBc2TXAe3WhtIlOSz446pFQB2iqlVXxX+L2v/weef/UlzGJOXwsGvmDoitqaflawbEZoR+hbTDI5lwlBMdGvnhDodzsp7BdyGQ2q88BJBxGcZzU1p65dnfDPac3pBPKoWUOS8IRTmCGpANR4vDh2/JBCHYU6/tMrX+WFyy/xyvoZTM/gKBiUgzo4U4kb1YnK+AGNwSyqrQSjgTvGE5o5Z4InxOsKXEx3STUF7FB1IREpB7gK7qmYTz4N0Dqyr/beoE2Ds0+UMV8ziOP1yKDPnj1L99Kl2s6qkvnTKcabs5qHggTryBhgnI9lm43u2MZQaslWf0hRDNGigG5TNgaRFj8CZCTFxajifQV/SHtzm0rxK212jB5zovMRpEUZD9NJM0VVI4lf4zCOq2GHpcUl8LCzs80Lq+t0+o6vfP0J3nvvN0Hh2NhaoyuLICVOS7yjPs66pE80M5RK/1diCS5tQDQef12BmOa4vVZoaoLdeR845xHOGNU6mNWw3K0hN1OvYx8NwXTTzWPqOs1NnGQgqJ1tGSoo1KSb3reZ95VllVoommfWcJN4yGMg7RhCNuk93sKG26ZUx9LRI3y9/xwb5RZf/MofcNlsILlla2sT081Y6GSUvmitySoZUJV6srCWZiY4tLQ+eyJx0MwQJBO7jE7dTjh5mtHvMOq81/IH1T7T8TLUebZ3dtjc2grPMiGSiZMx2KVZT7Oz6Gl4dC1DCpTD4WvutPKaZtA/+qM/yqc+9SnW19cZbm+PYX+7eedNK2fb5rG+JWglMfAPiyGlc6h3DTA8JctNdTaY1vDTKSaFk1JPnZYpTHqaJJmLTMhIFOdd3REpcWS9jM1yhxdffJGtYpsdP4TFnG3Xp+8GNZ2KUQPZVqNGk2ZP1On1ifv5yICExgnN5jqSSarump3uNXPdTWVvtLraU5Y7Z6Y9rz72GMRRDZVocMu2GoKRSbLhKjA6kfpaSmDhVKcQE5+Xu4BZG68M/BDXFfyCZYsBL59+hadfeIaBH0IuZN2c0pWIgE0C7KSpjkqetgqSo0t2rMqkZcIyA8RgrBHaUqgb2Yei8v9z92YxtmTXldja50TEvTcz31gjq1hkiSoVBxWbFCVKbtHqbrdgyt22ZejLgPyvj4blz7YN24ABoz3Af/qwWl8GGqBhCA0bMlqy0YLYREtNyeI8FqtYw6uqN7/MfDncKSLO2dsfZ4hzIuLezFesLLOUQFbddzPuFPfEPnuvvfZa2cAZkgYrSFC3NVbN2mvVEEirbgYg0Z95FDf4bRBHyKAvX778vjqtFADwMQCPvR/sjU98An/3V38V/+c//+ew8zmmly+jMG7QoiCCsRZKxA2qph3l5ESpNKMRBsiNtWphKGYow86CXjwDgxW0MUC9xLPGoDQGn2VBZaUbxU65l5SOaXtjv4HobJoOpfUg5SBd/LYZEyv4VDKSLjSuI+JEYRIYhtx7CM4pAoEYRlE6XRGxBpPJBMoscffl72L92c+jJI2dcob6dIGqXgK29W+VImbpB9Wzhah9pqZIug5gmEwDgRR3ruiKEiCdhzidMUDbjnfJ05Hx9P7z3qbheHH0hmxbtykXxcaLTjDkTadxY+y4za0IT5RrWyeQb4z7d1qlJDuxSryoiShaR4qmmLVaUlEEhgC3/oWg/TCKayR6KEQYy2YBpj1AA8t2hXfefA1vPngTT3ILowiiCeumhbLOFMLaxIGHO22ZDEZLMtcsC07OW2UEnzA8qAYy5BCbePCu+dcdEzJx7lIRlQDKLFCW8ZwQCmbo9Qq8mENMC7AGiYIY66sQAmBcVUgATJHtIJlCX9isjHEN7ZCoGAOyFvD/J2Zw0+DqpUv49Asv4BfeJ/ih+K/+W+B/AN6XKZlnvvMdrKoKn3j5ZVy/exe/GOANraGKAmyMH1NVHR8zBIjk3+Fvjm2hQKp0XyyLC9LKyZCKEuBSibpZ4dr8AZ66eYBnT2v8560CaU5AZB7C0BlIvClYJP/eVFX7QPzkaYvn5m3+eDXiMCCJ02vKL+3v8rxwm1MxBZkasALMG8z+8A9R7l3BEy9+ArQUTI5PIfePoFAm6Hbkc3TVR9qE6smFkg6MBdVBG+F78CwU9CAAtVxCJhOgLIcXZ6/hhTG50m1ZzgZqFACQNxuWyWTz89EZ0u3vRnLAGFBdA3t7g8+pUswWKsOPtV/HVnUv6zDlLrkVX1UxEwz7924YXHidmfoeZP8JCAF3fvBn+PibL+Nnlw8h1zX47VNAWuDKDGgfAGwBnU6e5FJE8Y0qTr4hlRD4u/Px5EGNDz9sRr/DXtaBAVc6g8/S6FMmr8X+1x9nHVb+kVs1nvzmKyhme1DLr4KkAKBhaw0bhm6wAisfoG1HAhhk1EmAjuqAIiithWaXkJC1KEWAV1/FZ196Cb/0/PO4DrwvvOiiBPAfv0/p+n/3oQ/h773wAv7y9m38ChG+/+KL0B6TLMuys7Hyv2GxhknDQGkKQUWUs4oiXULDsTe0tSgKP8ZKDLo+weHyBC/vV/hnb17Cf1MV+EfPlJgUJiZPiqzPIOEnkzq35BjMaFP5kxEvRgM0EeG/eFjjf7o2gcTsyC1qIcD6DIY8Bqf9iLpKriFRFLvV1k8faihM9QQTW4AYKGrgIzPg6esV/vbHHsezu0/i6sERTPUEJjzxIRmZjm5BOrOwj4mzzz7Eb5AgnxWqZOP0H16rIZZXnJ6CZzOgqjZ2xcfO5zZscAwL7j+WVisXoBOJyMEx5wjA244ZLZvbFrRaAVeujL43L0wILcpnwW44hX3wYk2wPg42WkWPQILDnUmA0hAKdtXlxABtZcBiYep7eOeaxto2+GcPCvxY7eKoEbSXBSdCaGFRXJ5g2Rawwih0ERetZhVHq5lCU9JfO35NaOh4vPKfRQj4x3eX+J+f2nGDYYpG7CySfgCNbYKhKjShjoCSaYT5rGLHYyaBUgaV0dgXwj81K/zpJ57A3nQPL/7bv4xdVFAooNcVyFveCS26XpFVGwN0tDDzImrwdnoD2zIiyGoF8/nPYzKZ4LffL4jj/eRBL5dLHB8fZ2PEYu1od3xUqSz9d1p69mRHJRZQDr6wzFjXNQxbl0FQme/iQuOt5zhyvTlFTmWnZXsylkg0dnKjEl8gcKq6CwPioYOA+Qa2UaggIKhN7fQ8SGE6m+DHD26gNms8ee9pPPnxJ2BLgSFGFc0DOrFUys5193niVKT45CrgzuQeH7SyZQtxoo9F9/sM2+47z9+2ZrW+VD3rOTe9n0dpWJ6ZWSeJaUdFo45BEVq0TDlfOPmuu9ZE18ADyLlxgyFa4a3FbRw2R3jl3htY6DWkIpzUp7BTt4M2pu4GokWSJjhycwpC5PhtQNMzcFl6ODSlifkWJkt8GelXkL0Bsgyu7l5k3a6hQDCuCxMHVsI7J3QYNp2zSbhtbYakhJmjuNvfOBbH8fEx7t2752RFtYbWGq3HKY0xMTvetND7gTw2qthAF9p3j92vFUbDDcAaa9PgZLVAYxqIbQGa5ZSlEKyIoMTpSJg4hOuHyCXtYofb4mQ9Q5YtORPDBQtf6orLXnO94nEC/5gzB4UgKoC1Brt7l2GNxenJHMWOdlm4MJoZ4WZ7iNX3/wqX967g+aNTXH/2CgoUDo4jQiFuAWtREGn9Z1RQSfO0k4JUfurMQ4HUfXYoF2KY1SCrjSpoCavhUVgc/Y35rGCZsjjAHF93U/a+iaFxlpzp1kwbTkWw//6VKrohoKSlYSWpXHzzUDzmrOLxNkY7q5yaYQAllqUL0G/Mb+ArP/4aXt+/idOyRl1aMAmOT09x7bHrUKXG3f17uHT5EnQxQVvXOYdZcn9s8YqK+bRtGtzRrcm4mfeZHiPH93H/oKMR4RQvHZxi2K6hBGHy59bNBZ+sTrFer7HAKjrJVKqA9lPjiopoYpFOwZ53cw2xqK7rrmr3cqz9QasLz6Dfj58vfelLqOsaq9XKQRaJbnCYFkypdmdmLCJOP1kczUu8GFHYaVlckCY4d4nWtrDBUaVnskbpNj1q6tqbhupdlLHZMFai93RcclH74ZrJc9PutnNM7oYAmC1AgtlsitY2Tg1PAXpWwIrgaHWCd+7cxLXjBfae+zQqsr6sDkMwCQUsvLJ0kE4W8PpUqURzQTZkuSE4bxvseJRs9dxmrD3O91ZTgZEk4Dw0u42Beou4UyroI+QGMnRyP3mGhgSqGYvXn++GnoQErQ/QKIB14TSRb99+C7cP7+LeyT7W2qDhBkyMYlahMQ2UKGcyLAK2NprNDvoc/jslikw1EOWa6Qp91mkypdcrRM9T+3SzEBTXYEivJTbxfZO8E0RAbWtYsWjQ+ixaIZVNoqQS2Iw/nh2g4yQzuolTay3+4A/+AN/+9rfx+7//+38zMugvfOELePvtt/G1r30tBmjB+YYARi9w6hyN42PjwETYZwUkTty7iQE60cuQjqlB51xR/ZjaHyI57wLoIA4adyPvL3PJJxMtO0GlyWyCk5NjlwErhem0gljG4fEpXn77FTx3usbjv/T3MaHKZc2kvduGz9rILWwKm1yCy8jIppM7x2AjHfG82hs/SZDuCz11+6ycK+j+JD+jGPWWzajLTilSxVS6LUtn71QEhkboifgDneaESzCsIiyVC05vv/kDvHlyC7dXD1FdLlHzGgxGOStRtw2kdTIKIgyxHubKRp/HcgLPIBoYtQ7Xa2fHTIMgDeRa5DSS3HRUv0hxSiyuhpQ/wKK2NVpuUaOBEQML7VkhlNggpUH63X3HY+qE1lr86q/+qvf//BuCQZ+enuL09BTz+RzPPPMMyp0dLBYL7FRVbATGsrh3gY3JkMZhDr8wynICsIWYxvF+SUHrEqf1GovVCkfHx066UwHgFqIcPq3gdQ8keU7qMRlIcs0B6dKLrOS3vqT19Km4+L3Hm+smJ0yCtDEeStfA/wSy/7rF4v6mNGCaGgChoRZl5fbZRgyM8YMhl0rcme+jXTT4kz/7Y/yDv/MfoCoqPHZ5D0f7D6FA2C1n7sJlQb2sMdGTiFAHbRCCoFBBo6OF8boMWmuUk8r5KTbtAEZQWyCOtETcNCCwzSdu7PioQBaaPiMDI5uef5NTzLYsf7BpMA9oi/E5vLaDiKARQeWdgwpdeHF8AKaNYWSvmMJwC4agVU6xDQScoEa1swNSCkfmBF/5zldxeHyA5Y0f4v4TgFzSWGnPeyeAYQDlNzHLseugoDuIQzqYTnorL34C7sGMIfZZzv4WspX+NiVqg6EsSaT0qeA/GO3ZKORgCB1zP9QNVAWWdg1eM+4f38XV2Q7K6hLWpsaVagdTXeH05AiFh1Et40xbsVQDKHiEBjcVa52lXPiuy7JEVVUoiovPb9+3DHq1WqHxFCj2TZxNHdWt3fKREom8Y4rjMYZhFfflG28pv25qz93teKmUPD7aoI1Z+2RNjATi2AJXjEEfWXNT+g3thHsLSl4qnfTzvFQh714seaORvMeEf5whCyGLhycHuHn/NmaTKYpJAT0rAAEa00Ibz+YotZM5BTnBmoCf+i521qQKb75tB+X82JDJuVgQ79HPpmGS82qMv5sGYAx0I/rXg8/umTFucxfv9ecw35jr2RbMLqCXeyUarsHCaLWFkAFI4c2DW3jj9ls4OLyHp8iiVQSjHOOBFSNXy+9dL0ia0vCbmqdOhvVK6FWaI7BdCk+EikxGqknKfDiTpmkgciRrGaNNd8rXHXUsrfl6ATOxcWNhYVhmRwmNgwrv3Xp7v7U43jcMerlcoq7rroHUm2l/1Isq/RIpZGXCHhNjF6gUnAYHG6yadeZXRj2bqzibMebwIHk+m5Zu8W89sJnO7EtIbjKbddjJvw6jE41JJtIo9qgzJgslEpQCgVUMKMHx8iFeufljXN69jJ2re3jqymMAC+p5A7KOAVKWM5im8QMphLQE4JDVKO+M7quaUCWnJrdjAyDntZp6rwL0KJw0xgR6j15jU4DO9GWSgY9QdVt0whEquOkAYNuCbQOGYFpWsLWBYYu2MGilhVjgB3dex3ff+RH292/iizuMVjtWB4WgD8n1ZIgSLjblNIsAU4gTZaJ8zHAkm0BvNLBb+zSWKSfJUNgXokBYlPT1a13ywjV9wngFKoCJwSQ4Xc1h92xHD2SG8cYW3eeU9yo6vy9r+P+XDPru3bs4OTlBWZYwxoC9zVVajp6lxTE8MWH3JrRtC0WAJkHDFlQoqKrA4tRBHAcPD0GawliWWxCpjxvITUOFiS4Ok0x+EQWH4STNpk0Gsj06EvnZk74us/iIqqx014t0ty1Cptw9dYex+gsimWYU5NCBUU6PxJaCf/Pdv8L1S1dxYpf44t/5d6CgUOxprE7X0NAoqIBo9pNuAgqUup7UapAqjdATnH1Sn3ExxuJIHVjGspJtxrVnQR8x8Pp1xSPQyiZ4pK/F8ah86ag9wuyacP3XJd/IdvgXrBhf6VkoDrCY6uaWRKBLDUXA8eIYzdSClUDPZviL176Gg+UR/tc//t9RX9G4+vgE0i5glPaB2Ub3HJEO51acpSN5qquCNoivPENakKTPwWklsFLFsz9IFEZxjZG5gcRrwN92CRUrycSXAgk8wMlCAuh8OtGS40jfvPs26ss/D9ll58HIFtIKSqXwXo6SpCL+YX29H8JJF67F8ZnPfAZf/OIXMZ/P0TQNtNYbec/bVM6GpWsexNn6rJyCGpiLjOu6Rl3XWNerDuLwjY9sUaSCAjJkVkiiW7FBpAMYU8CT/AEDI81E/DzzDkQnpcroFPREEPV7QyXQaWhQUtWGhhLDSAt1ZYJ1ZXHn/m28fuMN3LxzC5hq6N0KMlE4mh+jmJRQVRnV1DiIWIaKJF2kcWAFWyVL099+j+HdGNC+F6a3P6kZ7raG6Nh6TS/k9Dw430j/C/ZZIcOo8GuxlDWoKKGLCd58cAOvvf4qfvTKy1jvEsxEwJVEzr9rknW2ACoV1ffhSqXLOKjYJbow3bXQHdiXJE2fM12XPZvC5JKQXPZj8Ct5hdg7joQygwzx7kFQwPHJMVrbuqxZuYa3lQBxvCcm64OEMSRmV69evXBdjgvPoJ999lm88MIL0d4qNAMxYrG07QIYlqaelhNOWJj28cE0fL+reo26rrFYr0CzqqeNEOQWU1BtJA2QYdNuLIgnvKEB62FMUaYT+B9hibgRx8hAdmxkGryipPIhgSArnWwlIDBoUF25DGMZP7r3BvT3Kzz72NN47vmPopyWMI3B4ekxnrj6BIgB27RdOQ7P7RWJI/chK0wd08dw5k148Lam3KN017dZdD2q8/cmdse5WR8jBq8R4uDOCFgk2FP6wOabwzYxQBAwjDJgEqxsgx21ByiN79z+Pv76B3+NHzx4C5deeAZt0Xp1QY4CRzpJA/oMI5UhFpQD4+k1Nd7SG9W1TnC+0ZbNGKKMFLKD9FgcSYTvCZilCvACASng4ckRGuMDtCZncuHXaqR50qOvrzQQj/2NmXH16lW89NJLH2wM+jd/8zfxG7/xG/jSl76E6XSKyWQCY0x2oaZc6EfTCpauOdF7XMgo9h8e4uHJMdZNjR09gZvn7kTmqcfGDz5oIuQ1kSQRVEI2uioD03d/OI1IdYpkkgPSe1BU9EzgwcwfXCib7VKSmAtQx/8U2w1EiPdv46nGSeGoV3XZ4rs3foDb929hZWv87Z//RZSqwGMffgIn9QIkwIR0/AzKEgw72MCwY9vAZ9Cp1GofpmBm1xdIhlK2sS+2bcqbMpqxsXHZwuLY9B76z3me+zcF6FE6n3QiU1pRhH1EXBboFOycyL4QYAqDo2YOC4vHHnsa/8/3/gx35w/wh1/5v8CPz/D4ladxa3UfMlW4TB4MY8+ZJniIIzcKVomyFyXUMyYZrfZUAnEIycbPTH053rQZml4bo2O2YVjFgsR7inLiFO4blxHWC2LPbAAtUNC4f/gAR+YID/EQj+MqiBikEsPZdxGgzwNxWGvxyU9+Ep/73Ofwu7/7ux/cDDrQVQbYMhJt2ZEJwe2BecMxcAR/FC7rY2swX8yxWi8BRRjXJJc4qpELCRCEOHamJWbbSfCkkQVIw0WMHotjo2B7IobX4XxjzVHqZfIU24qheajTjzNRWKzmbhOYOmGqlWpx89ZNvHP1KexMZth7ZheFb6wwOZurYIMUxPUy9+6MxYvNkNWG7PqsDPWszJW2DMi82ybOo76XTRl8//4obNerpiKb0w9itOTSClMCVExAwvjujR/ilRs/xr35PhalAUkNMIGV7Zre6fNJKoiVjpP38GeSmIikF2XqZZI+r2DD+Ha6pkcyaCFsGABLM2Ppmt5pbzIxJ5YUPhQLUq6xuq7XOF2c4Oj0GLgEB70JIFZir0ZtqgDeZZMw67FccLPwwnnQ6/Uai5457Hns6M8auU090NKpN46msIzWCE7mJ1isF3EwBiOLjEagZ0kWTwdxyECrY5ANj7Wvx/SRx1oYkmbPQKrzpTLIpdPSoIwulYAtiiLtmkqF0+NDKFVgd+8aCq7QGMaPbr6Gy9NLePzydTzz+DOYqhJELpsrVLcZCMswQGdNoJzF0Tdf2DTC/dMCcfykwTlNNMZfmzJ397DjEbkRe/hz3sKAITCFhqgSEMYf//DL+MYr38K9xSH0Y1OseO0U23QYkUbH2Ag9CXRUOhqVaAxN5j5jiTb3VnooRWaavGkMPl4btMFBRiI3TySBG2XkuIz6wSDlGtbrZo3j+TF2jg+BS4jVHZtOo/xRmRx0hht4NJK19sJ1OS48gz45OcH+/r7T3/CaG/2sKxVP2jQMMHaxUOiOGxMn8wxbQBEMGyyWazw43EdtGpRV1Yklwbuo+C50KsIiIrm3iuRlUrcZBD4yZRI22TKnkUbn2AUemBs+JbJ+QbIfd/WextFuyDnIqCRrShkLnSGsKVxJaJbHmH74MYgVLI+XsE2DqSrx5HNP4Y1bb+DWnZu4e/MO/qO/+w9RqgJ7NIUudqGIUKjCsV8kEP/8d5UOEgkPWBESfjdUQe+WrXEW64MSqGwbc2PT4MlZLJFNx5AIYO0oi0Mlo3qKJRcL88BzbRucSgMDxsm6wb/6+l/gwfEh/vQ7fw57WUGuT3Gq1piv57Bice3Ja7BsnNsJW6f17CunEKw1JcyhyJz08F0yJdV9/ijVn5mVcsKJ5l6xKRusuzpopQvOTONBUEkvMQsj+ypM2qrEdcV7E2oFpQosmyVu3bmNum5hPmxQUQGlFKyx0Eo5yui7EFNOA3EfUqNENOmiHVYuHINumgar1SrizcHiatvONTbCuxGX9DZTIVC6YKHBLGhti1W9RgsLVRBsysQA9ZZjb35VAtVMPKleMppROuAS4LT0/m7TzgdbkAkSISfmi3QjrhSyIcqagjSqZdxNglGCM8buOymY1nihBwUUbhNYtWsAbgT+4fIIr914HbNqgo9+6DlopaBJ+UwlXPIMNaBVpdOUFEtkjhd2b5gnXNTpuHjCBB/Z5lyLdNNp7N2OQlNZL3nAXs+ggdSRvAOLQjBTo9X5gOwp3IklERKIwUWmqKwoAIuNlQcrV/GtVIMF1mjB+P6PXsbrb72O/fkRVoVFMSkATTAtQ5cFFGmwz94i1p4WbURJE7rXxB7JYseMaNHLzd8tjHvmYyN2onr9mcDl7kT0UyyQvAxuA4vj9SnUokQDCx2MJ8R6gTLlZVSDsazXcgy3+wD5I8g1vB9UuwvPoNu2xXq9jvS6LEBvwabOM6gSp5gSCML6qSwLRmMbLJs1WAtIe+884QyTSJ2D+2WoCrt5gnlQpimblrljEkcyMtmSwiM0ArV0GwGN7eqjPY9cpjJB+d2qVATTtiBx48XECpYFJ/UcE12gFQaZOf71976Kp648jkuPXYZSCoXS0IVGSTqGz/j6jLjDMOm40INzCyfCNZI6PcfHJlWv6iQ0xwK0CKE3Yd8Rb3r3gx37BQOvvB77J3t+HgSy7tE0+Kr6cx4h2Af9l24wgzOpy1A1WjFx47TKsToWWOOEl2jY4F/8v3+G1+++iaN2hfKJGaRS/jtk6MrDUNaibUKApty1qyUdAAAgAElEQVR8WDYYEhANQ2dyDaZrS7LztuE6PSe7BZtMdj3EQeJPQsS5JYqGORdvcU3QKJJOEcpoiHFUn8IuCDVaVKTcSLiw15oJNlndlyWUs0b6zL5tGHQ/YWT+gGPQi8UCx8fHKMsy7jgBylBaO2NR/2P9kMEYzWWsnA3z+wpe60ALUBIwJaznNd4+vIX7x/cxu7SD6fUdHB3vQ9YNwKXnFpNvIkiCZ/uYwSbuvJnrgyTaAsntrolCsWzN1rF1v5Lw/y3ZeN1QwvxQXr9cRd3nEX2DCC/07aSS9WTca+qmxMR0SmAGbsCESwIXBiSERiwWtsGD1TFe/5c38Cuf/hVc2tnF33rhU3i8uOwW+8JAmQIKhIILtCJgIiyVAVUTp1NQaBRCYK1hhAFrnOi8ViiLEvDaHSnU42pc7ysXzqeHAtxkI6Lp6lmsDLIOxiJbbGduUNc0ZjFRArWg1G2EI/5ekIrOBGVRYVmvweIgtWJSuSShKGD892WFUZAL0CULtHYhZ60M1tS61XSlxKo0MML48ne/ir/8+l/jwelDPNALrK4yClSoixarddsFl5Yih7lQU7d2TQOx3WILvQeVrA1O6EpCBmCFrFMJp3URDWrh1SIJcTJXkgy9W38yWgFHeIT6okjpIg4qUMr3MQgGwRzZ+uzZVZJT4xb3igBIgcW6wZospk9fwY+Xt4DjW3gHd/FRPIkCe5igRSkaJRNaFSo68lo37jNr0kkV3WnIiwhIFdDk5A8SeXYXbRRhOt2BMQbrdf3BzqBTYv6GvG9j9rxNjzcVCg90JfjBCgajMQYnp6egQrm5fWugkwCQrhnO87Uko02wuUyhfiRSZjy7Xls8aRLSxmoquQCyPIbOdb7G9EGUl5UkpuiJEd2aSZzRRBjd9kJM5JuLt+7fwu5khh1dAR963lHxppfBa/d6ddNCFxUUEcpSu/aWENqmAQPQbQNRKjIY2Fg0Qcipl9eKpzGy0JCV4y+alAVBPqMbb235zUe4O0aGx6d09SBP63oaXV8AvWPIe0q2TRP7AYUufLIAsDEwAYPWCloXIALa9Sqq0LWaYSr3HRytj/DO7buo2wav3Xgdd+sDHGGBtTIw2o3Ss5Ikg08bwl4TNHNk9TIBIYhSru2SwRqUntOcaRQMKs7QuH+kGLCt+UbQnRZNgDb8lx0UKkn6Iqcu5zHEWJOBheBwcYSnJ1dgix0/DMZgsQ6HzlQjk5F76SVY0rmSC2HrcFz4+fVf/3UcHBzg29/+9gcLg/7FX/zFmDk/ype5TcM3tXkPZHxh19VlANaL+NemxdHJMXSpgTRAa9UDxjpVi74UYpQv7QfKTN/AK3Kh0zro488Z13pEG2GgqZzSSoL+L23QkUgBWJWfLwq6v0zezt7zo/0/WEnkwTpsVKBJYTKZ4Hu3X8VUlbj/8D52pjPsTGa49vRV2NYADFi22Clc1qwLjdY4LRRbO7H4sq2hyioGAGsNGuPMvSaTSffZFRKXacYYF5L73PfQMKUclqJEz8IO8G+J1k590k0YfSBx0FgmTh9Kb3Sc37ZtQIV2a6TQcTmZ1sD6JnihK2/VBrRsnJARnJ5zWzoq452H+/irl7+Bg/kRvv7692D2NGQCNDCw3leTU0o96aRnoWIZTyI9nAeJU89IkB4bLukLeWWY3XsrONRPUUhUt8+QRF4/IkwkmR5OWqU23q6OCdifH6LWHwIX1p07tq7ClKK3OVAP0qCM6JExVPosqxHW0Mc//nHcuHHjYgL0RWbPf/RHf4QbN27gm9/85rmC9LaJtDEmAAsnXDSHPVkwVusai/kc79y6icm0AhOjaRqU0xJUWCDRl80QyoSoP9CtTelx/Y1D8m55ttdz0swcaCd3zsrpBUMJVDvabTnrtdK/hQGZYAekOgdmAvcqCccdP1gc4vJsFwaE/eUx/u+/+DJ2yile+dBr+PwnP4uyKPHE44/hZFlDLGDmp5gWUyhSqKopSlKYNowGCtIYz1jQKCelNzyR+MrCbjS307UJjs5pMJXBZT2WPROA0h/fJhQwGsu2sx6HinrMSpxgfmi06mgFJSj87dlsFtlI9bp2o8Vti6I1mIXhiqbFvFm4wL4jUDtuwGdJNb75o+/gdDnHn/z5n+L++hCNGKjHd7Bsl64SmaY2T8nnk1zcKyjhQSQ6kSD1AUxuM8nAUqvDfMcrtDQ+k9AQn+Z8DDy6xqQc8ORZeQOVLRsFR87YYP/8BVQ3VRZcwUVguI0uKj/68Sv41Cefx/XpdexMFEzNYMMgFCA/+p5SU9N+UjqmrpL9zm6pCMLt3/md38FXvvIV/Mmf/MkHC4NONQc20XFowwfvU1xGOabS07ggV1ouFkssVyssV0vQBFGCFND5YhIaxL2ccDCCaUgncjTaPEmy6MwtQpwmtFDC4807ijmzoE/Xk1zRo5eqR7pUNHtNmpt5BxyxVE/lIcVrmBABSmugdGWnBXC0nmPVrlHdL/HYpeuYVBXqJwwul3tQpLA7m6LwmKY1jnak2xqsFKgsu2aMDDPiTJIhNPjid0NZy25s7fSrK/aejmOazWPHB8xVMMRKVXLuFPmNBMB8MYcutHOo0T6gsAJMivN2+hiNYpzOj2DY4ubdW3jltR9jsV7giJdoJwSBxtrUQOG4vQa2k1keJApJgA5NE06lOGmDmBf1/AN72Bxtolh0De2OpZRDalG7WRJqzsZojx7UJ70xbuoatCJ5Cy/7Tv0ErXTV9v7hAZbtCivUuFpMIYbBVqBItuTvZ9cGMmJKka6vS5cuYZaYFH9gMui6rtE0zUCg/Txd4BTq2CiWjoQyJ+IaEkrhdHGK+WLhBlQmOmKMKmNM0Pb3ILL569uwSYwhFDkKITnvlChVqAE2SRpsdGf1j1E06l6bEv8pey7PxiBBHzwAAbrQgFYQEAwTVnYNMsDpco1GgJ3pDC/YBi9+6Gcw0SWu7l6GWjvz37apYQTQpoaUJTQVXUXgKx7usSY4YH+2084O6mmBwja6fkYYP+Jq2oGaXTqqO1hPpJPvLHHv4C5ccJIgzJdz7OzMoEihLCvHQmA3DcjeDdtteE4Sc44aNx7ewapZ41/+5Zfx1p23sTQ1ptd3QWUJRYJlc4xyOoFSCixmw/KT3lrIFYoEW8yL+62TdLmcA8EQ6qRuh2sx99fMDYUlqwCkR3HM+knIDQG6ikEyJbv8M3Sf+97+fSzaJZayBoqZa+AryWzFNu1FY6YyZw07hdg0m81Qeff6DxQGPZ/PsVqtYK31eBydOcI79rfUUSXvyDNACqQUahgoUtCFxju338HJyQmgCK1xojOi3di5WJs17WKTYkyNLgGVZUN5hp6sZLe7J/erYM9FGVtfvBZwBm9QHxMfNzZNXSr60EZXUvrsip1+bte4lPz1QwbuKwI1KfFwcQoSQikFLl/ZAYTQNIKX999CQRo3Tu7hzbvvYK+c4qWnfxYf2r2OQhe4fvU6qqJEVTDWRDiu5+6EWIGCwwInkwqhbUlaRUYBAZDWZ/fK6VYAgLaATghw24ZHdOPsvDRtN4115AFHD2RNXQCOjaqwebjbhjme6J0ru7BsYWBxsjhCKxaqNdglBusdgAh10+BBc4SGW/zp17+K7776XZysTrG/OsblJ6+hKPawVBYru3ZZ/26FhVm5PkBZRKNeWOeAEmgEoRJgL5IUGwtMQwiudxu0YZNT48eHhp1SyCQO4uNZYkBGT8Yhc+fu0/sEoxO3gSUpgwBJQ1cs/zcLQLRLzO4+vIfbD+9C7VV4/tp1qJJApN3XloqKjcFjktJAk8lMjDsappWfMebCjGQvNINumiZidf0AG7IS3YM0+tkztu1kFMKQu5BYHHn/6PgYy9USuijQyNpTfShxXaGR9DaHJsYYIxnEMY6JjDyigzdIOuyVEMTRE87ntrIwHSuXwK/DBovZjjPdyTlSxj2WQerkUWhxlY8qlB+a0ai9fjEUgXY0WiKc8Bp39u9iR1eYNQr11QXKokQtBleuXIFpluDZDmzllrdmcu7W4ppm2q96DUIq1t6Z+qaGuZw1wQJ8I6QS3WIXRYi9Lx3z4HiQiupx7hjrm02cDcxIwgJjf2Vz2NAAp0VceIp5VbppS6PRrBY4nB/AWsb9+/dx93QfjW3w5ttv4IAWWE4t1HSGNbUgJhhiNNI63ZiWoSqnCR37NZSgt3HwSPLmQ9Q86UwBBJ2IlYwINQtk2GBGbm6rkgYaEqghqw6T1x1LWDLH70HiTCPkCBkYCfSFevvNOkHQ3yDUtsX+8QGKWYX22qdQKEBpQPN294xNmTWNwagjschae2EDKxeKQacBGhsC8Xky6Y16HTEDcGifZYu2Ndh/eIiWW+hCO1ZHWGe2s8UKizKyQZA4QmOE038eiEOGITok+ohea4lLc+QkeFUv2QySSdqhT7MQ6l1wvZKyTwmU5CqjQbfaLcCmrrGzuwciBQUdebiKFGY7OwCAZW3w8oO3UYnCvXv38eKTH8FsMsVCtXiuZJjVGnqmgckUCgQtBbT2/oeLFUrlzr5TWVPI9CEE/nbI1DgOkxDpUBtEL8fuHxxH+IXt4PhguCD+flGSnMOhjYfLIj0NERY2vC4IqlCOSzstoDRALaGuDd45OsS6qfGN738Lr955A4t2hVebu7j+M09ClRVKDSyWc1jrNhIjbfTA253NHM3RO9sMssw4p+nXatB+TidkaZwF2jXx0vMl+f0R5sphMXdKJXsbktJHt7A9AkwliSb1QO00M7hINwLKIY4Us5Y88yYotGxw9+F9tGDUP2cApVCCIEaGmtYbr+2R//ewo348utAAfdEYtPE6GXE4RalYDqT83bHZ920BWkTAqsP9pFJY1zUeHO/j3sF9qIqAiee8Z+Vbj0rHaSmjoDp+QZdh9pqXjBED2R7eOeBHe+PYMXSEkqDQL9t5gzOFJB3ETg96aKob3r5NLrDY8U86+wR2zAkQppMpWu83SNRCFTqWk6etF75SGpMndkACLA3hW/uvggT42tvfx1OPP4Ffqg3UJz+FZz72Ikpd4PreVUwkPE+DGSZeOQ8oPJWNuNs4FRRsaDwqJzVJwWk6KGN7iyeKD2aU1AJQaOO5sNkxFOtYCxXYLAnGDRJQ8nnZB/QGDRp4RkpZoiYDFsHBwTHeuv029HqNxQ++jy+fHqIxDeamhuxpYJfw3DMv4MH8AHW7hFm3KAoNKgDLLYpSuUZrMcG6XkGEHRwoQ5msvJKTbp1FF5Iuo4wFnhqZOyXysNtI1pst0MSOyh+u0PGrwRQHZCgZ/MmkHBJYIaM4bmCVSjRNloxmSpw0M61zrnHrWzuJYAJsAbxy+w1M79/G4a/9+7hEE0xVCaWUZ3B0TuH9CkOizYd4Pph0zewxAafkur/wDPqiflL2xhjEcVaDcOv90g0xOHUvBSMW89US63btBwi0W6B+tyelvEcURnfUXLKBRoXIRfp0pd6IywCLk0EpORT3Sl6rNxpOm8CWyDbaIEzRT8X7WUCSJYXMifz4dujUOyTF+uypqzVC7msVgwVYYg2aBRElxoPmGHVrcHrnJpakUOoCj119DFemu9CkcWm6C0UayltoBX4vKXQu0aKQjUVm6Uw3St1dbjaQtACxsAHjzqh5nJXbjFReM/kqiGMQs4p9gDZYowGL4OThIY4WJzBscO9wH7cP7mKnqTFZ7ONAr2HJoi0tpHADVLQ6RcMtLCxEsQflyLnM+89lTON1osWLB/XGS9JmZ8RkKQdD+0auKYuIhqW79DRc4iaQcPTTs0Nj5X/QoOmt+/46lf7tkQuv1+nJ2R4hBfefmSMVT0cIXmvCyWqOOS+xkhoTaGgiMFVuk84uMTqTvUHABmmF8WbhhWXQn7+AJ147jAOqbTFhRhkafSIga6GsRWUtiiRoCzM4aAh7LFGFx1Dnm5YuneD2oUWhsC1oMccL9RpKV1BcwYZdkhlQGhUIf4sFU+6oPGMBIKwOGbGxykRo1LZ6qfumKwE+neF1vWETJb3IO0Lj27RSVPKUKn/+GQueZcFVGvsAMgLAicNk2SbXjvUbi4Yo7W/biK3D1FCTmR9PLyDLOabGYv/NH+DuvbdRFBUePvksnn3qWVTVBLvP/YyDiKNKmddgYyTO7AqK/agx0zDL8zg1UXIxE0DGQQZoR47JGro03MMC9BOofhRyKYGRFgY1rFjcvf8Wbty8gbqpceud11G3czxuLZ4rCnz4cuWNdgGhxm1yx8f4SKWTGX/rzpUuojaMeHoiCMM1GZIK6tmLEGFHBDMreMlyLxtOmCrhdsqAS9NYRd0wFvXYQTGidfBOWCsTK/h5yx0RKXgbJr6alFR7FHGOMX3wBPbMMMBcRnVNQGkFn259508xFBhKsQPLliewywZNs0RLhJIYbEsoYwGrEj5Hp+hHAGBMd50b4/seABn2CphORoD8cWRM/EXborT2QuIo/auvfFZu/71vQ73HTywAPvlP/gnq+Rz18XF0lAiCI4/dvo0HzzyTBdz078FUNuNbsnem8EpWlqxzpCgBWxg0R0eY/+h74PWxK3mpBTQ7V49KQ9YrPHfa4u1rO7G8datWdW1ekrM/2cagSRsD9JMLg/u7RX4M8SC7AcYbLvnT916/Z8qZHnJ1bXE8K3sY4shtjNSdMWJ0OWhnbqsQmf8pG0RcJr7bWNRUwEjIZAuQFAApqGoHeroHUgXKy1cxu/4YSGlM9q6grGZRJznGEJsPPKQVTCblygzdts7xIqE9hbWnPJOo21z9Y6vCb7Teg9E6g4l6scDq+ABiDVYH92FXJxC2sKs5BK134LFAIShYMBHBYqoTp5CEPkAZmXEzGNpXx0+vgQyi0w6yEeDKqsXRbtGryEbWiupVU2PLNl1LceO3o8/95HGD+1cnY6pem9ctjRwjyfpResP1wLGCfO7OKW5+aNc5ISjtWEBCoLYCagAt4/ILn8NHX/wCrl57GmrdoFITFFTAGhPF/IuijJsDtwZKuYrbtjZmxeE2E6B/+EO0L/4chAVt00DYQRtlVeKdb3wDN3/v9977DJoA/CcXBHH8H5/8JE5OTnBwcBAx6PD7GaXwzY99bBig/QUYsOsUm86ElpRCrSykJNiZwv3FPg5mCn9xd4I570IUo1UGK9VCaYViUmKxIvzepMF/+vgOph7fVAHA8h01Vty1JkaCNXmBJOpR67KMY9jjw3992uC/v1R5p+48k+1z+zMT+/6EbnTg6F4jsFTSBky4/x8tDf7FzgRvqiQTIcSmaD6VlwKGibIb+XF0qISYQk4nggQmjHL5a1pbwm/XFq+pEt/1VkYlK5TGBd4dBVzSgkIxHtthPDUVFEpwbYdwacdhhpNqgkoXUETYrXZQeq6y1hq6cHQ9rVQcbFH+fVZ1jVKXWE+qmAly0ngKWCEbi5acQP6SG9SmBQtjtV5hWTuVuCMR7BtGaxm3W4uHU4YRxtwqmKJyuGelYEvBp1nwc2zxv+3ojunhNy6VwSyJ0/YGGpckC8thu/6RqvumiBy//1kR/IfzBv/0ctHhqgELTtdJ6EkkA0pCSUacym8mt4Vc9cl+k1Gh6UfAf7lf4398YgohQEsqO9spyCmvaZ4+NqeTErRw1G5qtY62bwQVpzpLcaJbDyH4X6YK//jDMwdwzGaAcdDYXjtDsSZQK/jlZ3fx27/wMTz/7PN4xl4Gt4CxQFEUYGPBlqGKqjODttZV6yBIy7BsISwwjes1sB/EWf3CL4CZsa5rWK+9MptW+NbxMf6zDzIG/W4elwqbp/+PnnMepiRNODw9wvHiFLWpwcrZxyvt3EDYux8opV25GE0iKLcwoc7IlUZsfDqRHYlNR5LNzcx4TBawpeNJJ3XgeEIjg6YmhiqlnU5BFAfKNw8R7qyNJFh8UeZsnmZxTmGOspFzSnS3IV4dTTjqRAeOMEugszGEbOQREwTQyuPAhNX6ISCC2w/v40e33oAiwt50F9cuX4PWGteuXMWV2R5KXeLDT3wIlSpBIEzKCtXUaYBMqwpaOyOIQjmdFWKCrhTMxHPPrUVrfRZkDOrWQSBtXWMtLijfPrmPw/kxrLW4t/8AhyeHMNZisV6gJdcYtJrRFuKDiIXRHqNXwUvQpfpCnSN6JKgntksKFNEslSCh/QEuGdvqGYlUZiocIeeS/kyIDxmveOz+fLCJEty6WwPpEFQ+oEIdoUNyLkaujZKsuQRrpp6hLcUswb+Y0hAraE2LYmfmYCgRWLCzatPA/vwhDpoj7LaHeH7yFOp6CdPUuFJdBhQ7p/DkvCmt84nMzOg5eU+yHW38QLE43g14nk4OpoLYSikopaLhLDMDpQaDYAC8+tZrWC+XWKyXMBM3GFNUJXi5AECwYqHLqjOIC+c/XSgiAe7rxHFGId/xKUQZGwTo5psBdl5//ccSb+BneixzFPqgc0AiIbradBRYEsU2RDU7lW0Y0X7DZapIGovRrYMcuwICYQPr7ZdIXFVChoFKYMmNRAcmBgRYNy20J0KrQjnnDwBznOL+6dJlysfvQLOrlmZ66pgNIFRliaKq3MBLVUGXTh9ZKw3SCs81BjAWNyrXeBTLsH4j4dagaV2jz9QNGtuCIahRo/ENQMMWHpUBTbWn08HpNnv+TiP+GAKYbKJ5wlCmYwGFQFyQ6owOkAvqE43DS10VRxnTSTKIwFNGrSBITGc0u95t0EgznLY9ptNsTuGVuAqYEoENygs+RRkGLchlSrshLHFmB35NE0mU7XWHcGzqq5BEKQ0YRlM32BU3RGSshSED0q75/PbBLbx841UcLE/wuU9/ErVt0bQ19pRAtKtKGtNC+6y5VCWMbZ3YFdPAsk2QG1MLU+Jod4FNwovkQb+bN96fEus/nhNHZKXIZTqrFY5OjtA2DSw5udFI2A+bPXMsl3IBCBrpKHcBacw3cFTdKxmvTq2B8v6jDMwCziK1UC/W0pZMPQ5kpBC3hGBBI/O+6efPbAZ63eu++D06FTXygSiLL0HAB9FhGQhaHwQqdacn7D35IkOBe7x5EJbWQLFThiukRGFdH6JqSijttkvHBiFcMRZkGbdKlbF9wgXWWrfBG2vQcOv485phlek+d0EhUYuOJxbW2at5l+u0CRagZrBAWRdElReZBwhKjcjMUm8B0BgldwT06q+/dEou1WChPEAiM5kY8oIomXqi7P7uOOknA6nXZvY2KQ5SSSo7MMDZ8+GXzCIxNuiTtZxojyhSKLWOSZwIQ5SA/Xpbmxb3Hz6AEYvlp1dASSgxRcvWQUuKnF65Z+JHsbDElGOgBZRcw2nQHp81/IBk0O+qc5kyO3oDK9mJI4KxBqfNHA+O971YucB6uxuNnqN2OMmc3O7LN0uupCEj+CCJjPI2aKuArmRaGB2W++jN1wEJK9Wt7U9yMXr2WuODLJIRkKjj4Uo6bq6AdBbS82QVyYCU4jL3BNahTghHF102yURxjgfeh67L8oKkGEPBTTOSNYDthlYkNrAURCyeN87y7KZf2UoVsWhSqojvnwkw2rj3VXT69QoE0p4KqcK2ImC2/oIOm450dE3xmST7TSmcSw6uIL0APcJtF+r1MwbNOvHOMsF2LeXoJgM+SExsB6yjvht82tiQoY1XQqeQ3hccmRfSI4D2SEiCfECm01qRZPSaUqnrpDkpGbwTdiKxDE0alS59cLZO+5kkYuUtt7h9cAdHyxOc8hI7RYWJdgG68HZuVribMPUxxWn2yGisie9ZcrPccyJMP30Y9HsR2FOH6OC4EhqFDGC9WuHNezdwulqgqAoUsxJNu3YnzHgGlwjEusfDBrlR6bLABOIQJcmClFH2nKjtwbNPxetgWomBAOh19Dakz7Ipm6Zx8XDpi4ozoGxn8hocuIfnHJHOxZxUrpI0uaifCbrco4DKJ3SJgNaHu9js6kbaW2p9NgoYkWz8l/yIudYlCu9gQooTjJLjyLWIiZN+4iVVhRikK1DR4e8cS2aO3GMtFOGutrRRA8IYAzE20QCXBPLyDauyjKPkwVYJDFCrIoSlpcjWcAaDUVc9pAE69XbMZECTTDNJuLtJSPG2UYNdnIYb9sia4SRQD9eS5J6N1DmQgAGxMnjPA1XKFGenoTABMefwYLQzS6RHOblW1i3KYg/TmcZRs4yQHWtyxtAAZnsVbh7fAx0A33n5e/iFD7+Ea1eu4uDkANPJBNBuyC10ao2vphyDjGM2HdhjHJyNssC93ZDkpz6DPs9QyiZYZMzJm5mjNRERYdnUWK3XODo5jgufFHnGgRv9JpVoPAxK+6GORjbvHzreMmRyAKPa8oMgmb1oMpGUsjBks8vgaPDHYLpcRjFoSpTOlAzFFQV9gRzvMYhEqhRxbi9z8qZknNE5YkhOQ2HXsItrIJluc87r/pFKOcGkgLnHOGzjxVaqfPwyZZsMMU8CVK5zLdwBKiIdbZA9X7etWxccPfbrEgAMdGOIE39KoXxz41Ct0HBzlhEluWhl5oOCpLoZFPnA/VkkpBAGI9H4GhHVSrK8TDSpd3/K6siOT7Nkyis1SiGOcI0OZEZpw7XQTQtS6M+oBL5LAn0Y2gFzdzFahvZrRyzH/iEL+2UoUFWJpmkhDeP23dt48YmPoUbrNkKfKYtnyAgRbOA6K2dX5p4r0XBPriWSrmEq21Qvf9ox6PNODo4F6aBgF1TwAtZUlmUXoNcrLJcLHBwdeE6k86+Dd1fhqKInPZhDsrn6AE1EScVE2W7UlfjM72LcBjpU7T31i9GZpjOnnJJAL5s6y2mnnSULZGkCH8Wp/CUjkZ2BRDSnmy4M96so9apAQVktxSeTARNBl4Fwa0Glx5RJ+03XrZWW3QCMsRZsDECEsio3bPypsl24kMl/35IwWMJtC056HNZDB8Y23m/QucPoYGNF3QQQS/c9pWO98Xuyns470vAVpiF8EWCKQCFNnX2yBUNJkE5gAUom+ITOZSknW9YXYWyiWbrqRPUqs0TidFSPhhJNj94UZJRkSv851IQAACAASURBVMXRmHpvgpIJww4Cg6f9EQBNyn0XvsHIYuM4tyo1WmlgTYMbN9/G6QtzrHjtY4PAMrtrgUIG7QddiCIrJCaK/QndAcQhFwdxXHQG/agBmohQFAUWiwW01hHOABBlS0Owfvutt3C0OMbDhw8x2XXDGI1tQEXIoBkK2mc4DFUqF8jTBS0YkTGUCIP0syWX0Y+sbqLxDLefUchYuSmjAYghjwSl9KGXyFJh6YbCWJIGJkF054LBI+QUm5BGpJed63jSVPbiDlrxn5UT9w3/t73JDqy1LoavDAx3xpvKl+UzpUDaNRNt26Ah2bJpddxyMQIpNNoUG03K5xRuIOsC/GO7lyDGYc2tMWhXKzCAhjt1Q13oCIlorRMIV3XUN1Gw0m0msUHKyaCHSn1sKIruufu7KkBh2LzV3MXJTCiKGWJpDOAeZxahB0fF77T/2CRLZIkbYtAnCa+NhKExlqFLOrE4Uhk7Iwt/v+o2r9R4IeK/jrKDpm1g2PoKzwVIYwyUx+lrW6PSCuV0gh+/8Rq+8/j3sL9/iM9/9nNo6wbrZoWZnngYg9GY1iULNMLgGGNxhMRH8knIDxQGHUrFQdMtGFpmZg4UH6OVTqaQQwOBYcXCKq9axy0OT48wX8/R2BZaF+7v1oIKhWAeGjk+7HZckPJWPRsy3BT1kBHDzTG5ixGtfeo34AVDeVLCloYindks3JTZUz996vFqM1iFBX30g/ouG5JkPWn2jnGVsE7shoZOMOJwy65xlnfAVYRTEtoKNl8AcYo74ZCJbyL2PzOBvN6FfysesmhXdXZwQS4AK52ayKqIkpGi9GwkzTokBrW5JOhwQXg4BB3bYbOgPI3wORImDUvuUJI05mgT66jfNEwFYqjjCPfVdGlEAnds7Y1J4I5xiGVkDafDO/EMS7IpKA1rGMZYqCLBqS3HDmNjWlRqAl0VODo9xe3DuzDE+CX9ORgxaE2NHVXG7qwYhigFUU63PRJzer11yUyFJb72BxSDztHOvhdl92/qmklQKHThsXuKmYKQI6JbEjRksbY17h8fYG3WaNhgoifuS7PWTQuFuaUoaN5RsZDQ0fKFLR0EQdggUbgpso5rhQ4WKI0s3LGGHWQzBy+hNqmUW5phxMlFPcC+PQkxhRmpn5H2eV/UbXpZvM0HC7LnSXFVUYkIPXeTvYJ4URGljuQhafPZlZKRM0pRMIpSTTRrk8yQ8nUY+xkShZlWrUHhedaqKKFVET+LjbROgk2rrv4aYOoYLlEUi2ITjkaICSm7RnIL0yHbBj6rTKFeSkwmuJsuoe5J43rvIy/hmD7ro6/Q2EmBpHAGDavPZIfJjMo2OM5nDjC9ZILiRt1Jc0VIhACQC9CtbeM0IMNRaUNjtGlbQE1BWuOgPcWbBzdx2JzAgtFyi9Y2vhvuAnIY/3bNYhUplQxKbO76PZgORvtAYtBBb47FOHI5ESRSWixaYZTBsFNcdtM2LdanS1y7cg1N22K5XmL3+i6sETAUTos1FmaF/foQPzp4C8W0QLFXYdWsAABVMQFb6ya2UIBrQEOj0DOYRQNZtcC0jCXbJkehbA32aFFjm+XQBFOystZ1vH1gQMJPdVqK4yUojz9/tqiTDLj/HtxwGwOSiahmdl6qj0nDqbltRtaHFEMBD/cptoBSXQnf5SJoJX/+AJVIYqRgIdEaywmyj9oS9OAh8b6AKgnKI8fAsV/j+Sq7kMjWixn5c5zi3QEcYZNauHFsdJEVqGhQobtsnaSjAyqKErgEHRkSBenoekNhtNpH8NTkwcb9gDoNcZbMVWdU0hYYdaIRGnem6ZhCjsWRugV1J6KT6aB+X2Ps+N6+FiAUw4gTmA7Ip06h0CcgNn1vrQVh4njQNaCVimsoOusojYU0WEmL8ukJvrF4BfyQ8e/e+RY+PHsMV/b2oBY1Ci6gRUNYAyhAKLBqajgmu/ayrCaBOAK/owWLgWWDAjsXluRePAad8QPyjXes8aVIoSgrtE0LAaOalFi3NQwYaqKxtDXm6wUeHO3DlABp7oSYgKzNQpKWSEm0fYQmXyyvzlD0FNnS3hMMhfTH2Bi0OXGW3rAI9Z250kySNj967I2nj6EtHcptIj8ykgmlkpYYH16OWHuXAY8I/aQSm+h9RknztS4ykIwd06N++E7+RooMNvBbx+4LGXlqaBgDW+JIIr0dWDrBKUoydBr7xhJKR6r1nTrsBAZI3yyFNiQTAy+pXAnGwx29ElC6GXHqXRA0gn4MmSGJ5C5RyhvKK8Hk+I5BQslTUshvkuO7j8LkntdSAygLWzBee+t1XP3oBHvTGaxYiGEoQ6iKPbRWYNrWVXsZs0klxNuuRxX0bBSdPXD2U4lBZ01CGSlnRgKAVgql0piv59ClRjUtcdicAgWBJhqL+hTH61O8tX8bVBG46DXZerP8KmVrDOZat7EkclFmeWSIox+sRpqD6ZofS99Hnj7QsobavEnGJCMvT0lwGzQZJYNEHr1ckxHj0c1GuP00L61laEwdUHIyIhFtmwfyx6pRgDN9LPtIIpLyjqWH/I6wI8Y8ICWBGvxBYbQ9ig71qqJOq8PfThXvhh7AWQMue7vcwVg08MXsoA6BDHYdGqRPfaeVPlaNwcBTh7vn70+ATQLQiPKvkkNA45t4bwORPAnLqEW9a0oArKkGvGbLN1/9Ll58/MN47No1GHgn9lqwe/kaGlO7AK0m2VnownG4TtkHZ/9/ujhtjgvNoIui8O4QHdyvUlqldIqV8d+KPFPD+JFphZYbKFWimExw4/W3cHJygnfu3oKqtC/zBJt6/O8VeK9kPK3aZCww+LunuqVBhmmIERONjxeexw199LG+gUQbHkt0hrv5trA8ElD6GSWd932OlOecYcdjUMwYLOQzHzt+TObZGAkmG/gym9Ki3ubiWCviGk1FAgSFqcgkzRsYs6ohvDAYFlG5M3lcM1G0iAGrh3s7YdTCTTwVddsao4TFQSRR3VACGyNsNpya0o6rOVJfh5s62iAw9PwchUN6uushy+azNk4AFdzkYKE1vvm9b+FTT34MB+s5/v7P/jJEWgCCZbMCW0YhAWKC113xMC2CCJY3fzYArIAsxzj3gcOgy7KC1kXXsvIUmDAeq0JOm9irs1g0RlBNSrBy3diiKmBJsKxXODg8wHK9hCXxX9rmdpucwYI4f364eXeXzVjHELGVdPQ8LGrJGCQbe+1ydkNWzhoz3/DB3nV5lrqzbPi7jHnUZRvY+OnrBij6FzHl1e9mv4+84YowRZmM50KyjWbAdBkbnx+7P9WkkNyLUtLvpTdpFwJ7hCZ6xqzxITHFpCFYJSPNuuy9Jc47EbIYpq00wuIIQyPpbG32ntOBst51mMmKytAijnpOLbnRbffGw/eXNexTjZ+em5BIXikRQhLoPkGjGG/fvYVlW+PzP/MZTEuNUldYHC5QqQplUYJbG5vvwYUnBmjJkyphh3crUhcToC82gw4d8cCq94FZXMBWfuoqUjrJcZeNGFTTEg079bFir0RrG8xXC9x8cAcMdiPcyn+12+kQ579/YxQaHyTZlgkOXmvDEEAEEXtUq+Frnf0ytAFjPu9bfG/7w6P0kFGX6W3bYZxdoLwxKLKhYehxShltKuYBXSAbN2HZkO2P3R9FczJxsMSaTcnAiLUfZIny8frMkURhaBcVmm/JVFtcqopGKXCSBcjsw3SP72Nk/vX7LXXpTzBuPMubEY7uZk/vgzAyACO5nICMu4ynfydJkQ8vh1QqfP/2j1HcvYF/+Gv/Hh4rLqEqKizuHKKYFdCFAtUNAguHkgpd4vh3GKZzVM1CFRcXoC8Sg97Z2UE1mcRBBkoyaQhBcXfyKFEcYzaQQrupMKVhCsbp6Rw/uPEqjpbHTg1topxylZ+zJdkOaYjIu4pGsgmyGHmtTQp8mx4jZ2W471WglAt8/rMao2duDpvPraQXG41vXYP7LTBQ7MkB9xw3R+A1b2uibYc5gpUbhDtNDOkcwYm7ZmlmDcXIbKVoRA5UJO8/SCrj6UebU14/STLaTn2IR7Jss5+CaKJscCXD5ROuOVEiYMTUw31Hxs2JxuGdyFTpnl+iJsgGGIsAWHK/yfPTBqlfgTiDWbGAANXVy3jn4T5OT5b402//G/zKxz6DZx5/GjOfBC5rC21UZzBNNjq+MLOjXXqxGq8wi7IsURQXk+teaAY9mUxQDt44xSGF3M3DnW7n66rRmBasBKpUOF4c43h+goPDA6hSg5WgsS1QaESVmw1KciLvpul1zlDUCxwSF8UYDCKRNUCD/lLPNHYE4ziPwaVsa+JtbDxunZg5+4dkHGXwaeB5z/w4dNCHSujsD93fhylpg/XEgsLoumzYNLZNwfYn4iSRoURMYlNBoA7KSG8HuIBS5fxkL3HDNRInGjOclZNFzrl2R6Ij2Gv4AZ1pBLY3RFPYRDoHlqiXkfKv/YwI9WRrU+dsjEjiDvQ6oh5C8v57xhgdpJQNjg+Oj/eGjQxAKwZcKVSXpnjzrRv4yOWnQYXGxy89A3vagpsaU6k884cgYYbfVyXCwaXHT9/CW6mpC8ygLwqDrqoKRVH2rigaUIi66TQnmK+UwqpdgSoFVRY4fHCEw+OHuHlwG3pHw7JBY1tUpMbVjN412nze0v0sOEOGMIjkATwTqcmC0/hHoHNsHLQxg96aCv5k50hGAnUaVOURnyaFFIR68FBuTU5Ihl+ipGUOcYxLRA03hpQIwO/m9iaII6YhvInNNmAXZhVYGrd7sEq6kXViRYO0YLCsAg1PeroZwhhIG8vAw7KX2ceNyWfTJKOLUUa/i5QgmWqRj7BKsieQhHIZTtLI8VnS5D5cwwZFVWBalfj6a9/D809+GK0Gfv7jz6Ne1jCmRuVt8AgUHytRIxqReWLhKaJKeaPhD1gGvbOzg8lkguBNRYn1T/hR/kLmYLKpCCiAVizapsZqXeMHr72M5WqJRbtCVew6NwNFMN6njAidGP+G8vkni8m0BbLAlhYiMinNlLEvkqRAhKw0Hn0t2dYg3HJM0LGkDY/7iU4Rb/6TfZexvzfIEM+/JJ8nabTGCyPpcUR95k3HhPOvA+OjwwjyQTkadSHJZIoDZMF+1Jgp3t8NECU6J2Nu2xgK4qdQAKnxQZII7bEAVnqwBLKBkX4llkqARh0MJLe9aqBjUnXZeVY1MseuWd8KrsvmJbFP61WcFI6X8emauHkgF/MXykSpxlgiFDcWZ7Xmsl2G5QblZIKynOD2nbv4+ivfweV7b+Pnrj+LvVZjMtVYLVfQoqC8noybzyCQ9f6MIjDeyakFoMvCWWZ90DDoojj7jUtiq8MByGdATzRWqzUOTx/i6OQIDbcophVq00A0oZqVaJum2+kesUyXiwVlt3TyhmyDqBJH45tMdEvZJHgjZzURx/Prs4duzgVMbH3N8zwX9Zs/IxAHskyJss2T0s0oBHPZcswA4hmrwvJMbLABSm+fYul+xwCmTTT3ZOlSbHb2z4NkahzZrcR4YsDikHw8vpv5oKw9l2bwo/Oayci+6kEKlA6eINfOiEE/wj4Uh00okwGhgSdofJepZ1a/v0E9WCiMr0suBhJG9lkYRTVB0zawxkJNSxzMH2LZ1njr7jv4yOWnUMwuo15ZlCTQpCKkAVHO4Np/vxbOi9LJ1KoLm1S5eEeVLYGlw4wkWgkxnIcclYRm0eLewwe4d/wAalKimJaYt6coihLVZIpmvfSi8frRAvQjRGc5A3/8yVpplGDTyKQZH60SSIxoN31cehRg5FF2LxrPpONF9Ihp89j3I6pPskuytq5ElvR1g75H75hoBYW8cRwzx9jEkyGbYtNtNYQ40mYgenBL9jWpXqAKlkuUBzmMYsnoqoVUJyTV2chIbOixQXqMDuq1FrJZrfT5OvgqC6h9zWqkWiO5fVbqYUjiOdcSNjIXqVXQwei9dra59k0vkinM9FOyOIZYqRTW6xq2ZexOZ7izOIAc7eOHb7+GKz+3h0tXLqNWBgKNEgJlJJpBQDg4Qzh5H3JOPMZYJxHwQcOgf+u3fgtf+MKv4aWXXkK9aiDs1Oas1/qlwrk0N22DVbOGnlUoJxPs7k3w5a/9OU5OT/Cjd14DpgWkVKBKoShKsDAWp6fQk4kb/jDjTInRgPWo8qfb4tW2gZExHFl6LI6k86zPExvPCNSjH42d3Cg2npNxV+kzP0/6dzV+nokI+hyDPJs3lnDhqwgRKMEZtykLhoNjkGqhdJxllX7fPDKWv+12yKBFoh1X3yOC8o5cd19izpvCIOnjUtghdzoLprEW3HZyoxl8kdyO54Eo4zenMEvYVFikG7RJ1ipLdwysIIiDpB5EmWUdejzzxC0+6HYzkBk6hM/LKcSBRDrWOockgdNx6aCSZKgwKGZCsLYNqmmFsphgNV84WVGlsDOdop3XaNoWX/3B16EFeOvhHfxbH/00yLrvVa0NYH0z0GmawgijAYNKjWJW4h/8xhexXC0vJIZeTOvR/3zjG9+AtQZFUcBYA4FAFRq61KBCgxShsS1asS4LKQlrU+PBwwMcL05xul5gbRu/W/l5nqAcFTPz98sA/SJKjK5UzXxst/z+1ME2Pdhg08zKee4fAX+6Yl5yKtmm2+nznuf4fisP8ui3MY5YDOQyY7M3sVvLjpcNv5y870SHuCv9afDe0s/Xf/6OjSAdhj16O6lIOBGv5+7/wjJwG+ne58hvfP4ACfmMl2XzY9LqJPn8lFwYKTMsroVwrNadKzk7Odr/j703D5Yku877fufem1nL23udnumeHRgQAwwAUkSIhAFQG0gKtDaalk1KDjsUdliWHJYFyiEFLYdsSXTIthRWMMRQhC0voqyQTBNhKUjZkigODQkAVwDEMgBmBjPTs/Rsvfd7r6oy897jP+7NzJtV9XqmMZieIexCAKiuV2vmzXPP+c53vk8bT1BPIEbiKwfXeP6VCzz1/DPshzlXF/tcObyOHTvUJreWEC3TRmXB/uwgMsmAx776GM8888xvPwwaorh5DNA1hXMY6yJkYw1iYFFVcUrHCMEpBwczXrz8Cldm15nNZ1TaJBcMTUamvcrXb+PQPMjO9RZgBb1pRqtv0YZ1BBZ9k6D8mkqueeolQw0RgW/d/SWNmCNx2JvcX/d75YjRTTmaunGkTrLk0ITpdZ5VetxdlgSN+ulByYS0lt57GcZdM/Xf6ri0bkOaa1KlykFzPEN0hdCzDG6gq+p3HUx3xPNXGqA9sj7QAh/+9ngijDVpijRSHFv+eAgNikdN4NLsGl978WnKyy/y0d/xvbh5g1kEzuztUdc1vopcamMMpiw4mB1gChvnPN7Em3uzL93p5pSdvW0uXHgeawUVS1UvCL4mSKC2Gg0cnePl65e5dOUSX3ry61zYf5Xa18xtIDiTNGl7SpUBjNdcxfJNvN1aoaFHsCl0hRccMlzxFj5DbwI/6NLj3ZAQ6zHMdY+rHv23wR9CFkBMBiO0V3ZvGts9nhpLPU1NOpZM/hyjyxp84XUfHHlNu4PhYTRASPW/yRCO13tfg8RDkbELzJGQzhCS6uRn1w1krIMgciZnGwl9QELfjO+gDGRgRDtoD+R9VYYNtX5/zFPUjKLc6lC1GfTSZbKibCjLwTh//wSPDGKsZP1gWd1Vl5qxR5rSprQ6ZsuAMZSYiD0FJTTRfamwJYdhzrP7L8I1+Pv/18/xe973PZw7c5ZX5lfRqkJ94ERhqJoZ1eKA48ePI8a8aUL9twWDBhiPx2xubkYqnQZ88FRNRWjq6AlnBS+K18BLl17l6vVrXJvtswg1jQTUWdTqQIKyKxmD3obg/Kbn0G8MXThSnvSb6Pd9M9CGLOlCvF7cNjcv0JtDHkdm3K+1e93C0X8z7ue9h5XfOshqh0a4+R45bODJkCWSN8qCrrBBBjzhJZW+3I9ysHPoa1RC2jM3Oqii/VNYNX4YvoGwOrPOmvvLnOZ1FkY38/GUgQFCpCBGiMQZ2wV17z1IzK7duIQ69hAuvHyB5198Aa+e3RPvQFxsFFbNgjo0qAjBe8blhNF4/OZn0PcDx9+kD9h2BZtlSRkanAeLwmIG9QIbGkoCdfCE0HDjxedpZoecOLzOnm3A9CVdbMBkgwrRFTYuN5WVOfyjbmVQHlFlfCtUsm/BLlkG5X1Bj0AH3sj7H8Wxi+85DspZVXYHNKbXQChUb20fWfOmmwFOiPKe1yox5GbGMX0T7/UG6J2k2vmecIt6K29krxQ4EZSNAO8Na5TZBlrgOlCwG+BcRm6+6azJsqcKEw/v9VlAylgo3f3B61YEoteso2Vusi5hDcooaPpcVnefPJsVVh/XpYxY1pyDbty6/4y5QOGVh/2SdN2AL7g06KMBvCBGMWKT9UKAqgbnondkUQI+KvVdOM9LW8c4vHGR9xy/B6MeEWjmM3y9wJoC5nNG4zEbheNheNMk+91P/CX4r2+hgLzV29lXX+aOZ5/h/efPdyORapRTV67gnj3P/NpFfF3RVDMefOzLsbY1Hlwu1dgM9/52CD6E7Ao3r6tbdna/5s83YSgf+q1Lyo68nZo13D1v3qxE+sj32q087yvsECdc+zpZk8G8xmu6p66uno0msDCG5rWQm5s2evVmgO7a2yhVVQsrt3ysvvljLrigjLzy4WLNDw56898vr6N9IOu/sAA7jec9I7sUrJbLkDXDH+tG59eVREZXTRQETu3XnD3wa4L+kqdl/lkDT05d7WyufA9ZKdrOXVnwn8796u9dGXbpB1WSslE0mmwDd7XonJ4oRz1c6h3yG7+JzmrM84fsnD7LZHeP6QvPsGMCoQ5sSsF0Z5fR5iY/8SZ2flwB/NE3MUX/2w+/m7Mf/tf47AvPxsEVYygnJe+fjPnMg3fz9afmzKo5lw89v7LjMKUljCxzl2xmJKAh7mBGoUwbpA2Keo8iBOkdkV8rg/7r5YI/vV1S3kpypW/88P/Fg5q/ulGs3wiNfiticb+JZX/4k/OGXxg5nn0Nd+fXIwJ1dAK9+qt+uA48aYXfeo0R2JvS7L6JAP19Pk7XPerM6zm1gwv/m4/PwiNBeagJ/GxpV5Ljm339lebkUUOhslrqBOAu4A9UDX9r4vrGuWRQYBbsOsy91Y2QYTCVzN/SiETVSOmbhJ2gUvoW//n1ip/cKdMxMMkiK7oirdhZLn+3lk7Xvrcsx3ZZ9TgUOBD46dLy46cmnePLcoBuH29/zcgVNE1NE5r4222cRJ41oy5BcIVrZ7fZZorfX1AfVnzfqOGRkxucPH2Mj/iHePr+B6gPKzbshNMnTnNsd48f/e2MQZtkdW8Kk7qpQjEuMWXBvJ5z4dWXmNcLLh1ep1KPFcFYlwSzQ6e1kIvHGDr5f8K3PAV9C27fJMSxntFx86GV317H5U2oMI7Y4N4MqF5uUW87p+3pWrq6roem8oEbliWEVoduNLfWEta44fRa5bms61GmOe0/+px1/VTmyuBMJ4/a/7Z2TetaJ5jh9dLqbOTDM90mo71RhVWD9yBe8eIjo0MMxtnYoFTwvkGb2NfydgTOUE5GfPbrn8e5gr3D63x4dIZgI+XXtkSFN/kSeNNZHH/1L/8kP/U3f4r/5C/8GebzOQeHh1y6conF/nUee/Iiz114njp4rvs5xUaJtzCXJu7eeYmSmhMa4ii4+L7DL2+zGL02g1cdiPKswGdv4LNuOn2o+ts+Tsub9Bp940VMvwbTUl37PhmLZvlzZV02LRKHItbcwtKgSjtY0xrULgvkh+x+74UZ1rI7liGClsWhJrtPlmlrIPSuwP17dUMiN/8MzZgq+hpdV13elFrtETP8vQNGR3sJ7C9wKBbLvAg0qoTgoXT9JHPVdBn3weE+pSlwhcPtTPiVb3yJF77+Zf7IuQ/w8u42J7f32H/pKp969Jf5p//3L765AfrN5kGfTwTuza0tvCrNwQ1evXKJxY1rXGj2OfTRELa2SrAthWc4mmGMwahG8ZIQUFW8KsaYoYbOqujW4PG3b5Yog9HhW/7C65xBl8cldN1OpmukT/NRWdb0p/Q2hNc38B4rqefReiFvUMfv9QdvhgMpAYYSsroemtY1xGRZJwsny//UpbM7qLmGo9hrjobkyoDdrHwchxdMLzca8qzdZKK2mSRp7gIjZo3aHwM50/xrSmaAu2Rly7rluMpxj6/yjccWNjqfOAUagg9oXXdLxjUBo6az3Yt7QMCOSiqNk0KzCxc4/9x59rev8513vpNyMuJzn/vcb+8Mur1NNzY4mM+ofM0Ll15mce0yv3bwKjuhIljwDtRKspbJaieJB8z0kqyZebIMLIW6YJxxNt+uQXqZ+DRctq/9ZWWdIera1EM6OtyKItPqREG8nFSPLL2HgsRd/vkGgqveUtB97eERsxTQZKCzsaynsTZI3+JiOWqIJg+2RtckkZ0o0lpwcK2t2goMslL9a2+inFdXOtSxGwx3LJnL5uIZnZ666EBbRXOZ0WXriYFwk3RY8/JG0a36oOtP5rJ64BGOyLI8jJNJ/ILS+Cgxap3D2MiL9iGgle9xa580NyVKh2qISaCOEpDhYP7Y4/zWzpTtjW2+7+HvZrIxedPjxJuOQXcLqzRcP7zBo7/xGb7x8rP88OV9mnv3uO59ZHeUlvniMJrGmrgfo2ACyLzqchGxMWv2RfRtXMeh7ETxNV/EupJQvi54optYNJlu9Wvg7msf9RjsMDa2DRizXPbFL523WpYbcb0wTf9pJpjBtwgQ1VyCZJKb2XsY072vdMFXo/tEpl7WikqYTBgpakTEb1iHJip6IRhje80IY0Hs4LgKJFPg+FneN4CPTzemNxLthIck5RHptwXflecW6d1JOqungGSTdVZtKxeBUfDaB4XW8aSVEughgvjdTIblW9M31wZrJGVdXSRJJX+UqWyPVVhtmpEMSLvz3p87ayxBfYRnByw2sxLnpPXis9oPkrQ+1NqdriERY/BVbD9gIqYP6Ka/SHzjC3K0gwAAIABJREFUe/KFZNl9EGxI16WYXjc5DOGadUyNCE3Ex21HjUsURNU1iIv071F7tGpW4BPNnHHyhqcUjv3QQFVTBSGIIlgKHMYHRJWxp5vI9OppCHgV3BSqUEFdI9sTHr/6AvULT/H5p77MUy+df/MD9O3KGDe3thiNR1w/2GemTQwCocJrvOCigEtIF3rSKdCk86z9PK5v/dE6U0ddHR1dkxW9MSLGtwbgFj0KYlvOp5dKzpWLSzMHjuWGTT/6IOtgkPwFRzmV51KNawvghKdLGrTNLoyAtnEeUlMmL7djouOjS0h6H1mhaOkASzXGJmlNwK437B1IRnuPN0vWSgMWoQ4KjCHDYNiwarFdkhracg4X9TT6oak+QJgMddKlLHOVOqZZeh80b6ItOaHk60GGUJRkFZhkePjg/nIOLZkoVftakaEbTN+9S/dzs1xZX0to64E4HJnpPzRPmrRzABCVNRWhtqtuFeJYV+UN/h7XaCBzJdfIdJIARiUye0OmcWJtKxNCncSRMPEFlTbcqOds7u0w2dq4PRn07bhtbG0yHk84mM8IbfvTVwTxqd0R0iqK3jmiMYMx2qfC7TIPEql17ekyqisBZRCU3/CsybeuA3nUpJkKawPkkZoOa6yoZQ2qiOYayqvloeabgOknrobwhy7JZMRMutNtE9NdgKraqbuphmQdJ4NvF3JVP1GslSWse+j8bYwltDhV7iqy4u+YKoDgaXza6CXaqHUBYwj9H7F5x2MV6IV6OuhtiSEjGhCxscjQnKaWmzMM9Qg0865UWT3CQY/yf+l1LlY07jNU4EgxqCx7kZXPbcOXrKY5WVAdrKL2cl2KjsJyEF7VBhE9IpXSo0cM5Yjn5zCOrJmIDJLrPmWO312MyUb1ASMWk47HoqnbRYiqp9HAvtbsHj/GdGvr2yeDvvfc3Vx65SLjsqRoHDgXy1/jMMZiraX2611FjlJzu51adq/V5X9NtTY9+m8aQi93qetfJMtI5JoFrqqrmI+GdGGtYse5K4WXvnulmT7GMmgzKCnTxamD5o/pTow421meubZ8Tkpq3XfVkCCVGMjqOpauoW5oUlCdN5qCWrrQu4y3vyAHLiWl61e2DH+54leCu69DB18YY7DWpt6H6QKJLLEPVHsHluDThlQrTYJ0fA494ciHebr1bNbv3sMz2K8NdIg5d3G/UVwjWVCWTmd57brUHlZTzb9Hvwnl3GRZctQeBMRWMS6DDjvPhLU9jOVKRaPreQvLhPXZzOBY+RAldFPwXfaHXIY4jGr23bSXJ828GjxL056xtKI+XDAup9RlCdWMiS04Pt3goQffwfnHnvr2waD/5S99iqefO8/ZM3fxwtOXwXtwJZYGIyZmHCFCHPImZrC3nO3qm//pZsUsVG9+BNZlfHr0cZKuyFte9XnVIUu5yrp8ZUmGSPvu/CAAteW+D3jqvkjNnNclI8K2tZGYhHOrYozNNo/ccabHImWd3qe2OLqsJmTQexguZehdgR8CvkPU/CCb7V+QVykmkRliGRRa7m6abhVlhas/pJWtzxjX0fIEHTBxJIOqbJvJqnTtxdbbT7qGembrtaQJQhbcBvdXmsnS23Nl8GPm47raKFk22GXJpFYzzVBd97vXIXK6ZpXrGsBw6Z1Cu5lEfY1Oiz/jhnsf8CKdY03EyC1UNSc3drj3+J189tFP87UvffXbJ4P+4Y/9IT7yIx/jvoffQfV4DY2HosA2cfzbiHQp2SqvV1ZL99txU153Y/CNbAJ5KFzP4tCb/nNlDGvdDxnYnA6hi9Va5Ch1PbOUh4cuO84vttBerd7jg08ZpQ7863ocVbAmw0pNCnumt1FSbTNozabElvygO9w2gHqCmkEztsuMMhy3haKtc101EUIelEPs5NPzjCFWBu0aNeJiNhoU1Kbqg06rXCUTF+pOl64cw6MCtC5jCrLkkJJjzJ3CngzW73KMGvosp2O7ZLo6RKVZWTMdlr/MFdQc19ejl2MmYK0hG7dsWSXSQxadcl5uGqs6xLql7UUN3Wi69zRJCjXE4y8dIywbsEmvqb1HTRxmQVMzWgSqit2NbU6eOMW/8/t/7LaEoNuGQQM89I538Z0f/CD/6z/+GZg5aEIsVwyIF6h9HMNMY7qaRrhlNQ0aln2vI9Ca1ysk/01CGa/nOeaIAG00dB3/1amusCbUylJw1qWVnx6X3tzASB90wso3ahe8yRppkp2D/vma1ZrRNlOp6hkiIdLJRHDiYjB1wiiV/BL6k+DEQGIpaAgJIwDxgWV6JSKURYk3fZDtfoHXziFFfRMf9VFK0rXyp5lLiFlifbTMCfGhJV9Eh542+BoLzgxcTZQoEdpCBCJ2YKfVDm6ExNeHyFrJ4QFda3gaesqXCKFjzmQrwUq/jjUZDccvhPVZz2EdvzSjG5IkNztncNWVCb7hEM+SXKr0cqOEMJhFiJvWkqtLXuANzGcz6l8uZ7rsepB/eCrW1K9Cbkfdj22tOLYuVnqLvSwzr7PParzHGIsRg0PQOoBvYN7w8H0Pcd87HuDv36aY6biNt1MnT3Lf3ffAaAIhlgxierNNMS6Vy2sw6NsxVXDbIRRdP8K7UrStQJDZy3QpA+5TxoEA2bpZlpXSUZcw7t4jDzLWzODFiviASHJYNzYG7iYAFmk1o7UTik6mnikYtyI2gAZP5gHVBdNm0dAyCM3Sj+ioiOojoyLE71v0IxNrQQTVFt0VnC375lsIPa5tWz3r9qLOzlv7hSQF1hC/ekt1lKxhKCFkwSbh2pIdZxnCCAPd5yVsa1AH5Wm2ypqKKm9cSgrSfdjvBkAyVosoqw7eejT8p0H7oZIVWdGlPmP3/rKaTywfE4bvadr7YZhBv65qWofQRs+pzmYoVLOVbjAIVgw+NKiPiQjllDtP3sG9d567bTHitmHQAHs7O5w+dYqtje24KKoKKVN25QNi3UClcHm9qXx7BeiWWC+5m8agnNX1xyHoEm4sq6/N/tsh0Eqa98rKVV2PduZXUFfq6prGpQbEewyJl2pSGGlSxMqu1XbCKIReTdCo77PC4LsQZIyJGbSCrxedj54Rg7EuYdAmfV6b3SvWK8ZadrXPBDV592kIBPVpXwkEjVixFNJODuODT7Q/GXCcfXYxG9NywLOAl5p11rh0oZvsfKUR7Q6fDkM2SNeo0zWbZgZo5IYPIkMRr7XOPEMmQzdFmDjs+UDKoBGYM0RUj6ZAZRZUQ1dwzUzRhxMnkrNwVpAVXZkmXElfOluu9HOCZgL/ulbXWvqFELN2szphGbSfvpTUEzMSK5ZQN+AbzGTKyWMnuPPUHbcvQN/OePTSV5/lqd0v8wO/86NMXngVnv0Sk40JTWhYzCom05KggRCaQbmtR+ze6zLLW8KW1+zAuu65t+CzdzNmyTKf2QzghbCa/GiuvWAy4+beKWPQ3pbl5mPKfAP4VJmEQYOlz7ZbJoUAVkJXhudGrG5JNrPVyR3bCC0oEKp5rIZqRSRQZNix6ZxTlFE5wogwnU6YjMYYEcajgtGoxIgwGpUUxsXnjEqcidb2zjqciy7uztkEH/QKfrt1A6qcc7Y7tiEN3ngfokh7ez/R+S7tH1A3HlVYVAvqpkFVWdQ183qGhsD+YsZ8UaEorizwKp1EeZM2H1HDiAJBsEWBmAJEmC3mfaPQmKEORpvJhf5c54HGkzEuhAFrxbb0azGEIyrPPkC3jdx+qKSd1zbtSsyGoYYB+4jGcogFhC41PsUMsWtZTwhCJK4LL7k796osatcSlb4R2vrlGnoIZTCcMoA4Qtzg2yqkxbxNO7ncr01QgvcUrsSKwzYNUgVolPH97+Lkqbu4Z/eu25tB367bU994inE55v577mXaWHj6izgxhAC+qikmLtOmyEdGb9JouA1NwtuSTK9xrjoKHh/8vxy1cQyzkQGLVDMIJcuQumK45YX2xXAPZ2RluG0ZE/Ucow2GKAdbOodRZTrd4B0bGxhjmI4mjMsSI4bpZMKoKOPj4zHTcYkxQlkUuIT5OmdTcIdCIlENEayNjsxdBi25f11gUjU445iNXHah9gyWLgip4NOFXXmJxsUKjW/w3ZSjZ1ZVqCoH8xiggwau7V9ntlgQQuDawT7XDw7YbDx2f87Y13FT8A0qdcTQRbppxm4+NAVn7bI/6QJM6JqiqQHW0hnJxvbpg0sa6jsKRMvWV05JXB6kWU0egq5fd8vNR1m7M7RcoBznyIaPZJnK2fsLtApzJsPHBy4sOuiXDhOjJZmH/Hpo17Zp+zjdaHgasErvEpqAuFgp2SDYdBVMTp7iycef5NqFS9+eGfQnP/lJPskn+amf/5+ZXp+BgsNE9/a6RsNk0NxQOTpI3i6hmzc/Mq9/SJehRV32i7vJ69uSNatvBzzSMIQo+uw+9BdV0Eylrcd5c4UIRxyTdb5mlEa8x0XJeDKmLALbu5tM97axxrK5MWUyHmONYWtjg/FohBHDxmTCxiTeL12BtTFQWWso0rk3ATrgwNgIfXRZlWaldKBY1BRuRJP0kY1ILGslwg6SNcqCpCaocdS0IlwBn6qJGKAXBFX2Z4fMqjkhBC5evszh4RwfApevTrhybcxO3TDSfU75hhACs2rBws/itxqN8G3i51u6uYAYQmqEKkkDAulwXYVeYL5jK0jPY87OzWsF6HxFqyzDY7pSEbY8ni47fp3XyPKk5orBrq56Awu9Wt5R063LkqNdFb2kxbFiGrsM3mkr7RThERGyyrJF2jz4yKyzKrHhLML02HF+/Td+nb/zl//WtycG3d5+70d/NxuTPfiln0c8WHFsTbeomyZec2bJ1PKI8Tvh5oS0IwOshk6fxQymwpaaxp2l/dJOr3oklBGzp7BKFUw4++Chfia6Kz9Dh2vG+4OpsnYBBR12/9dBLiG19EIgGIsGl0r+gGmZBtpmwZE8U7QL29eI9/G3NDW+qlPWA5NxibWWrc0NtqcjRs5x5sQxTu7t4pzl2O42k9GEY7OKZmtCsbmBIDhjUhMQjCgmHVWbymzBI43vZWTTmL8AIwyGkBpMfZAVsR032KQS3lU1xiyw3mUmHu1zXHdfovlaDJpWGLXULpEubTHOoEURM6ztMk1Fgtx/N2Lik6omcFhVmLqBawd8gAbvPS++/AovX7xMXdc8eeEFbhzO8cFz+ep1ZrUmaAJcEZuhppgQbHrPoPg03h4UgmQwTkdDtDF2q0Jzg3nIsfv2+dn0bUgwVOL1tn8xBNo5UNHQrXaDEtq4J69PE7c3SNEVAcVlGEQzBUfNtEpCBoCHbGPQPDKHeMmsgzgkc6iRbGIzi9Bd7AiyJr4oFLakWdTovGGHCTYEqJV73vt+3vviK7c1VjreglvZWKwXfuDhR/i1L/1q1Fcw+Y79ZqMZwrdez35oynnrr+6LzZCnzK/l18cS3qGha8RFMYE0OWd6LFhakR1NrIUu14oZdagrxkm0ajqdsH1sL2XBE3Y2t7DWsr21ycZ4hLOGY1sTRmWBMQlHLgo2vBIKl5p4itHUoGMgfZQFi/hYrldiW0cMiSO5qdPYsQ66ZnxH+FCcxA3AS8+c6PR/CPSSxenyl0xSIsEMbWSSlopGKz8ZX1w3TdeotFiKwmDEIpMRppygGtgrS+47dZqg8MEPfBdXrt+g8Q0XXnyFVy9foW5qLl65zNXZAT54rlcN86YhqETKrisTk8Um3RmhUqJMJhA09PS1ssDYeH598IR2kzNREKtzVDE9N7vlDOeSfm35LwyZ8OEol5esua2vAQ8KQ7XJPuOQAaOk+x+Rm743udlt1lPqGNzZ+/SDOC1HfB37XzKHL4MJkTNdL+a889T9vHdnj/ryjOra/PYG6NuJQXe3wwadeR64715+8TO/yHQyQsYWk2hAfo1zxDcjk/xGIAzRmwfGdQ3tN7KbaOYKoWuKQz3qeyxrcYSU+XoPjcaBIDGoSQhb0tZug7T4lNVqwKgHVVzj2RiXOOfY3dzg+O4Wzll2tjc5vrODtZadrS02xmOcEXYm425jMCjOWiYukv3boIxXQohUvMKkjJiYyZqU0bQDAWkGr2siFWhW6eQbYejgjsjDjkMvRvqmUG6pJRI6jQyRXs0uE5RIBsTSV9tJda0X6FLCokYSt9kUY0bWYQyYwlJuRJfn45ubqRoSip1tLl67StM07GyP2H15TFXXbEwc0yvXqOoGc+U612cLfPAsRCPLQgSxBSGrw2sNBFWaJvRjzuMSayNuWzVNJAkriBOsFL3tYzbe3W+LMpgSHGhX51pGt4j55Z2BlYEXZZAbt3S63J5xoNsxhLY75kgbkIf6G5mDzMC9pWfCCDlGTicE1dFT0+yFBKU6mHHmxGlO3nkXixevcnj5xrd/Bv0jf/CP8IlvPMcf/twv8Lf+7k9j/Ih6tqAYTwgtFihHIbPtARxmnK8ndstg2mo1EOfZm+j6dp2s28VZB43cHGsejJfk9KmBUJAMlnH+ZupjQFRfg0+L1BhcugjLZDMmwWAURglekbruuMNWA0W6bgsbh0o2xlPuv+csO5OYHe9sbXBsexqbe2VB4SIo4YxEDBooZofdsbAozjlcVVFpQzOPv3XsLKNRGZPC0LtX2MRMEMBlXfs4Seg67Ftl1bkj/mQdBGLTduzLnuubGX1kz+8FewpA1Gced9KJL3XBOWvundzZ6rDpqpqDMUgTMFVAFvEFjVdCUvm7ce0S00mJGMMHH7oX+953ISLM5g0XLl6iqmqeePY5Xrl0laqu+dozz3Hp2j61b3jl0kWCiXj6dGePYjJBxHBY1xzODzHBw0FDM44rqjAOsSbRniVKPiWmRyfkrzJUD5eb0vE7jnDb1JNMe1TXgd9G1iYvosuaJjEdkYwSaURy5l6f80jG4giDvu/QRSUfZ5esgSrtmu+rzZZLrkJWRUZILdQNftEw9ZaP/o7v5V3veZgvPPAR/vYdx25/Bn27MejP/cbn8MCrT7/Id7/zfcxnM566eD7iSSoruhOZ2mgXZJcV4G4pU5ZskEPy5sEtdvNumkqvPp7Tp3RJTk2XNqDOYKgN3vkgQ8sj1qSDYUKn6icpEJvEeSb4KEQeQsKXm5RlCtPScWpnj9IVnNjb5vjmBtYatjZKpqXFiLAxLtkoHQahEMGGqGJsQnx/I4IzDmts0no2OGsY2YA4Q5GgYGcEJ33W0uksp+Ew6YJ17zvZ3vxSSqfSmopmHf7MobXNdHMuZTsCrNJ37lsWQPwd2dLoTkvfVBvIV6jHtpt8avKJkSS05ADBm9Bxp8UUBIksE+YzQtPEBmYwHJ+M8KOS0X33szgXR8sfuvedXLxyg7ppeOrZF3jh1VeYVQsuzhc0TUjMDk9Jg01rapQajNJSx1SofdNNSGKjNreIDLLMQOvdF1+zrBHSTpLqsimzLFHpVq6UdXoy0vVv8sdEdKXwXL4vS5DIuutsMLeVJTohH6hUHdD2pNsNMohDBPVKqD3vuvudPPXkU+zfmHGKipdeeunbP4Nub+c/9wT33H0PVy5d4ulXzmP0iKbftwDikDUZ7FDO8+a8ED2C87zWfeQmkMgAO9b8ws8lNLMpp27kWjtRF/W+a7IJiamgaUy5LW81KWc0HmME1zTxsRCYmAJnLJvjCSf3dhiVJWdOH+eO3W1EoBBlZCMWOnYmJqMJvpCQxPVb7NoYnC0oU8nvnMNZQ+kCUlhwnT5esiuII755gLb0VY3NsuO++taBfoW0WdOyy0YrQSssPb8vobvsWELX/TeqfUWVZdy5PGnILKjUN7jEkjHGxOw0xOy8sK4b+W4Shl04w8JHil41O6Bp59WKMVvlGDGGvZ1d1BWoCCdP7PPK5WvUjcc4xTo4nM3RF17mxsEBTfBR5W5cYBM7xbVu2SI0ST+krptUaYEWBcZJarIOCROa61/raiKjR0F9y1jwayUp6+aphh+1IiG7Ih+qOlT1W9LuyGHGFmsPCXsWcu3roWenmBbeSm+XAvS5u87y6U9/mn/1yV/m770FMfKtwaDTufrzP/5f8A9/8x/y5ONP8LXnn+T67BB1AoXpJA9DNoska4LurWJj7WqQbMvtpj+zXXcgPL6066vqSvaQK2Lpusje+rqtPCcyKwaT2vnv0yUtNFWoaqwrMELUuvBJe3mxINRV9zmiAnX83DPH9hiNRpw+fZJ7z95F4Ry7O1uMXGzNim+QqoqDJ4Xg2tSrisInkrQxyiQUNBoV2MRkaOrefb0JNRjBVzVuXFCOy8Q8aZgdHiBEJkgHU7Ri6PQmDOQd/S44JsjC6HCazpgssibMWOicXFo6W19WdNMU3ft7tb0tVnKhH5TyaePQNK14cHDAZLIRqYHFuONKL2YLKMrYPDRFB93YVFkoytSMOycVBXw9j689OKAKMYvdHk04dvo4Ygzve/Be9mdzvA9847nnePLpZzg4POArX/s6r165xriu4cYhfh4zXVuOKEcTxBjG5SRi1kDl01Q9YTgggyaHkWEmI9mUoBqzQrTTDB4YsCxWAq8sMYuWNgBJk8RHmcyqrqbSrczpcuY8BAE7hoYXOhzf+D4hkLzjo4KEmOjU1YwNCihL/o0f+kP8q8m/5F998pffkjj5lmbQcMgD5+6n2l9w713n+I0nv4STAnHrTaPWeQt+U2QMkU5P9ijNrltq8C11rHUJm9YsOK9rMuqyt5vqcnrdd81VsSqxuafQaIM2KSjXNSWCNYZpUbBVjigWnu+4+27suMAaw8bmhK3SYC0UocH5mGZYFDGx1B9bFz8DxUpkRghgjeDITBLyLryxiES7pijEIzRNgy6kw35dkV6drLIi5c2k8dqEF2bUxs66KVPLk4xg25brkjJHkbwp2P7bZMpzps+apRtXSCyF0D2nhVXbQN3m95peW443II10163QkgrGOMS1gdniQ536BZ7W4EpU0mcnOCLh1M7AOE3HeVF8NY8iPos5LgX5e07ssls+QNN47j1+kkvXDtC6YfTFr3A2VFS+4cp8jmoVR9jLuIHFysS2rbjesWWpLa3a0tzi+V1RAZBvEvY78j10YCghSVlPVVeZUHKziV5d0f3OA/dyk1CXRm/a0y+JydJUNaePn2EynhBueHT21okAvSUYdH47c+IOLp+4xB13nqH+6m9inL2tu4bkHCDW41pHMzcyvkVWcq2FNY4K0DqsLePXCCuP9wE6lWtNZFw0dYVWixhAA4wnYwpr2ZpOOTadUMwb7rzzRGzuScyAC5eCb7PAhBjICiNYiU7pI2M6DrIxAZuSHWskBusEqcRoqkkTw6YJQEfT1IgxVHVNnVTuRqXFFUV21GMQN0tltC5rHadsN7/8uuw746i3QyhtQJa1LA4zuN95A+ZqXBnPOi/bIyoeA/ZoMopYsEJde3zKvpwtsIkepyExagho47vNQESjF2RbE9gYrFUkusYA80Y5nB8SQmBRVxTjCcYY7tjZ4eT2lKCwuznm4rUbNHXDxZde5Y5qxryqqRYXWVQVXhUfFFwZtSWKjG6noePQ5AE6tJh5imwh758MkCQZVJer+Y8cCfHJsh75MstiXUaev05vrfejK3BO3vfv5UwTPRpRaBY1J3aOsXt8j8UrM+pri7cuQPMW3371H3+KxYbnX//4D/GPfuVfMCnH1ITXDKpDifhbV7sTWd+6Njm5/TWCstE1WfNSUA3aj1OHELrBkxwSidix9EjgCiUoRhHTSlCqYpqoOSFNYFTEoLw9GXPm+HHKouDY7g7HNsacOFxQTIqeymZ8DL4iOA1YiXoXpRGcK6INUFPhTAxsBRZXuq7R12WVqjQJ8C3dhHldg0JdNUymI4wLuFKYad2dr/E4UtCqqqJjpC4FUzKmgLSSodqzcqXTDW/xdzMoUZNifmfQG11F2ueYDuEwsTUYIQ5D52EoGaY9tLbKnSIds3pOCIr3yng0xtiIsx/WcYM14piMtzBpetAmDeJ+mCJmjt5HSoKvQifduVk4ppMIDdW+oAoNQT2LSy925gWnSsvxM8fiGvnDf4Dj8xkH8zmf+/JXePaFlziYzXj24kX29/epg8J4jJtuRkgo9CVfyPB6kzEZktBvj/nLind3DOLSo0dHBuVBs3XddZVJ2Ib1gT4MMirTnd+jZFG75nK8t1qtpkEobXVisr7Q7sYOH/meD/HAOx7kz37/n6YyzVubQb+Vt7sfvg9fgEwL7to9gVXDpdl1TIY1Bh26Z/QTSbK2i3wU/DF0xutlElewsSPKuBUPvDWZd6sj0OPL7YJYgizSdETfLMxKvYHHV+jGrW2rBucbHAEnwmQ84dTuDqUr2NvZ4vjONtYKG+MREysUrsESIjQh4DoqnsQGncSszqKRB91BDzL4Da1eROo5gQpNELwPXHz5Va7cOEyNRDhxcpudRc3GnScw5QgkWtgvFnXC/2VN132IS3ZQlK5jCmTsl1wcP9eAyrQaWh+6aGXUVwBdCW8ElsafZdlfN+llK1B7RXFgwBnHolZoAleef4UX5xXeB4xYdrYnOGe4+65dnPGJ5RKTZpHhNKrN0BQNTZcoFCYp46UA1KQpARGlVh9dXOqKk5tTdidjNt7/AS7fd4Oqbnjsiad5+sIFbhwe8ML+tdijEKFwNjmGMKDE5T0AyXQP7RKBYgXOy5kha5vzR2nd3mKlmxdVR8AuelNsRTtDhVZCsF2JBhM3eIVTuyc4PT7BneUpfupnforPfvqz/Hc/+Tfeugz6u9+iD94D7rr3DKqCNSXv3NiCOnB6/3riLg47+XmtIgOBeV1f6iyNPgtQBOX9qowyJZgOj1ZdnxGHm2T0uuqurRp62CMF1zLAI60Xn2YrXpe6HNo7RMcg7juDy8j/DOhigS0txlrKsuDY1iZFWbC3t8vu1kbMfK1gmpoJwjw06UIXLEKRajqTWB0ikRNtNEIApqW+iWAD0ZoewRjtcpHgQb3Q1J7nHj/PM994OrqRhAXf8YFHWNSBe04coxiV8QzVFZVfJKW6osd8M0N4psLyAAAgAElEQVQGwbRpTZ/RJZlQYZUs0GfZafJMYkUhAtIkrDkpyLXiSnSVvibx9piPBckaxl0V1Q+w9OPCQoNPF7fgTMlsNkNrz7Nfe4rPPv4N5gf7iLGcu/cc4/GY0z/4UbyJ36u0kpgtJAZG6JqlrSxmXdVREa6lMKZExInpNUMaD1JFmOUgcGx7E0aWM3vHuHZwQOM9fnaImx1w3cHO9Sv4+WH8DdNpJ4qvSWciLuV0fNIQdRsFB+hudgJKVd7Xwlxd602PwJ2XXG5fL2i99Jq5QBHgYZ9BgkfAHT0DLKOwhtD5WEgYyihIGqo4Od3klNnilG7xyEceYHblCg+lmHW7Y6U8+svv1wvf9wXMbf7gB4AngfH3fjdnfugHuOdDH+TKxQtcffpZnvvf/ifYGkUXg3oB0yLieU2NbE7Ae7SuU+CUI0arl2ybUsA7u1/z3GaR+bLqUla7DA6vMjGG4HUmWqOJBZKcnrssrwmcXnheKW0Uv0nP11abwwi07sFKz0wAaKoYsOvUhi8sZmcTt7WBOIfb3MBOykzNK5Wr1mIKYWNWs5i4iHtKbOb1LIWe4CAipOG1+PktXmtszKFEEDMCKdCgVIdzXvqXv4kuKprLB5DMXhFFRgXTAOGuLc587MNYZxltjvCzyOIonMnGhPvx67gzaJbVZko2QbJDnu6bzB5NYmNJ6iaW5CPTY9M2g01Mr7GW08jyYRZZlryM9Qbt8HldtSmGgIx5/Jc+TXPpEuHxlznQlkUjiLFxeOjELvf94IcoJyU7p3exRaQa+sV+1CBBcaXDLxaoKsa4rOiWzkEnesmEjvmjiXWkV2uazc3YYGyazmZWypLaBzQoF596hv0XXsQf7FNdeKXbtGJZFc+vlqPhJVREuVTqKmXaMnBVP33Y8PIkTSpis0ESD+sGtc0RmfS6wH0Tt6xz+zXPbxZdf+LIJ5vEDvGL+FusRcShswoWFbK5C4s6UlzMCBpFZ/u8/6/8dSbjLcbjKZ/+sz+Bv36D5qlneBD4xu1OZAX4MW7/7WeAPw7wmV/nz/3g7+N7jePB7/8YLz/+BD93+SX++W/+PxhbEswEJoY6NMybBeVkhFdP7V28nkPEKE3oRcL7izBzCU/B878t5/yp7RHTDAuW0Ld7ZeB1Fjq6V0gSlO0QQF8R2+RUHdAQF0sIihPbfa6vA39pVvNXSoekQQYU6rrunIZR1zkyW416E9I0OGcojWHLbXJye5OycOxuTdmejiicZWs6Zjx2nXaFEAXnC+coS8O5gwWXNsYYZzrRImdjQ8+m+Ntmc8b2dDrrihSUi+RQbTBmwuEi8mufeeYCvzA/oK4CxYm7OHn6DKAsmhu8/NKzfLhpuDC/xvdtWKaTEe+8/yzSxGbmSKJIU8uPlhbTsaAm0aOSJ2GcGjVdgJaWxyuSjXn317itagQljF0yZTGIbRueJjXoei3m5eSu80fsqAPtvxyKQ4HDOWBjs+6pZ17lH/iGav8ax5zja+fux1qLSsns8IAQPNdffJJ/l8CmET7y0L2MRgEjijNznMTviwlR0REwmjZFBFXb4byeQMAnGM0nycxAc2Gf5sQegqHREJklCuoKmgSPvHLXFq9evY9F3fCVb5zn6Rdf4tpsn6euXKIphCAGPyoI1iSFP5vFPdM1VY2YDnb6r/Zr/svNst0Gu3jfUUNFop7JQLRKWDZpUSNDLaNUIXfNaPqhsmvAT5eWv7A7SoWx6QaWggxF1kJy8A5ugvpA0EBZTKCOwXhqRkg9RrziGsd7zj3E5sYm7//Y7+PJp57j4ouv8G994Uvd9/x7wB/7/xoGDfDr/+IzvPrEC/zF//Gvsb21zTseeoif+6VfYGdzg3JzRJ3KbyuW+WIRT4ihG2mVZlU7YHljPkrMRZR11s8dBNG7l4WsicfAmVhVB8MmksZVW0ugkCy9VAWT2z519z3GRpqaE0EXNRo8fj5jZA0j49ieTjl5fJfCWnYmIyalwxphZA0uQSqGXinOtfhyanyK9HQ0BgyHfrKv/ZOIYJzpMqbgW4xXuHEwYz5f8FtffIzDWY0rNzl16hTn7r4HCBzMr7BYXKOoKhZXXuHxJ55kd2ebe8/dwWaRjKh83elMy4C3EToWQSsory0wkye1uau2ZHTJhOu2msJte37oV746nj9ojqkMJEl7pkHos1YfI3kIyue+8Fucf/Ylxi9e5Y6TZzh9xxmcc5hiysH1q3hfs3/xPL/8qU+zubXNd37nuwkaMEbZ3nRdc9HXs2ixBckBgDUlfG6onJBpBW0WFBIwBkqxzDRKns7nFYUrQQx3Ht9ld3ebRqEKNbU2TG+UXLpxwIE21KEmNBXWjlKANjCfx2x4VPbVpcntZA2th3jOUOr7yEquGaw6NMYia8ivM/ZZmSxU1rhpKa+lrOBGI5qDQ5jPaaRkZKNkQXWjZiIOZx2ygHN3nePU6VNM3Jivf+mr/Kkf+w/e8tjoeBvcPvvZz/KFz3+BLz7xGD/2p/49/ugf/mH+wT/6WawIV2bXmc0OGG9MOb53ghdffi6SRgubys5AEJ/NbWdBZ+kED2QHB23DfoovDIZWfBegNWXgmokxDy51TTKgGW7a2iBJE603JGQ4euin8kSVsDhEVamDZyyCM5bp5jZ37G4zLkpO7u5wencrUeKgSC4h1HV0VRGJUEI56uhuhYHCNFnmmATvre0CWVvpWmO67DFaRCWurpgugyqKksuXX+DwcMGXvvQsD77zAfaOn+FDH/49vPvh96IauHz1JX71V3e44/CQJx79J3z+849x7tx9fPcHZhw/cyJmt7MQK560oQwiZT5f0ma1Ip0OtYjtAqgdZNHJHSTBHqYVMzI9bS7aGK2+vxjpvDAlh1yyXkQMzml6sCjYP5hR1Z5HH/00r7464y4Pd77vER750PcxGo85cfosLz7/HNVizi/6fb782NOIeZWvfe1xPvCBd1CUJUEXXVPUozhJ2b1lIGDU5/Oh7wFIr4G9tbdF2IhOLo0PuJDQsACBBlVwGpg6h4rw0L138cCD96Fi+PTnv8gXH3uS5y9d4NWDA8Q3UVsEkxaH0FSLrrkWJEqdxv1UUU0aJZngeFBZbcyvceLqsP4MpTD5dhpYCebtu3afIeHmzACgmlcRXx9PCQeHlFt7jMoR+808utEg3LF7go//vu/n4fe+h+//rt/FbDZ7O4RG3nIeNMBisWCxWPC5z/46v/fjH+P5rz7NH/3BP8jLL77EJ3/5nzAaFUiAZlGxt3OcuqnYn93AlGXsPOcTTZq6zusIAhk7ousua+bawBJnUnvNqy4bUF0Zbsq92VrGRuwIa+dA3mXriYlB0KR9rBAaTFN3U2d70w1GRcne1jandrdw1rA5GkHoG0ltI7I1Oo6aGNHoUqRv2Qx4w1kXvucSkzlftAqXNkE60ruBpwN87dqNOHasgXe/5xH2jp3kkUfex9333IuinNzf4dLlF9na32fzSye5cPkis3nNweGsy+KNkW4UxeQmlIlNoUsCRy7rNIj0LAvT4ubt95coem/oJwyt6QQ+sGLAaK8DLv2QzWAQJoNJg/broC2snHNcv3GZ2bzm+vVDjp84wY4Ix8+e44EHHmQ8mXDnPQ+ys73FYj7j+afey0uvXufKpRd49rkX+eAHH2Y0GlMvDrAp87XW9myijuky7K8MuiqSfWMJNL6K+3Xjacfpx6XrkvF545NPJBzfmnKj8tTB89DdZ9keb3A4fxe/8sUv8PLVa+xXcwQTNalFMM5FYEUzk9kEr6gPHQwknY7zEuycHVAZ9PBTdZMidKT75aLD5jW5swOTleUR/XYCPITk9h7Y2tqFANXhnEkxQheeg8UBP/hD/zYvPPs8+1du8PWvfJW3y83xNrs9/9jTfKXY5j0feZiN0YRRELx1hKBUswVbJ3eYHxyyf/UyZlsIrSh51vDJnbJkHTezbVC1zbrsOUNXHempcq1TksowQOcDKK1MpcZZ/tawpBM2IrEwUoNQfEiLvMF6jxVhXBRsTSaMRyP2trfY29nGQBSUbxYZbVRbueCYSUrCl1Mz0GRBxnTWStLxcPPg3kMbLQZtqH1INLdel1pVuXIluokUJdx97izHjp/igQcf4NSpOwDlYDbl2efOMrp+g+nOFouXLzNbNOwfHPb0NWnL4H4CsA3Qalr2onYB3WaZlSz58plsiltNDP4mTel1gTjD2dtEzyKd119sioae75zv6q0bdGhRr+iLePXqVW4czLixD3ec22LLGPZOnuTs2bNMJhucu+9+CgPz+Yy77z7H3t42s+vP8tWvfQXrfj+j0YjD/YYiDl7iChsrNu1/980DdGoeJsy3aSpCCNS1x6WhpKKw2LSm67qiSb6LO7u7VPUNCA1nT51gY2NK1TS88MoLhMpTNJ7r1ZzaNASExtpeRC7v04RAaBuCaUS+1T0ZBlAZwBJLuow95VGXDTdyqqceCWHoAHuWQSKtQgzOTYDgmextML9+yPxwzrHRFlpBVQceeMeD/Nqjn+Xv/ORPv63i4dsCg85vP//zP8//8bM/yz/7pV/Ebx7y8R/8OH/3//zfmUxH2GnB4bUDmtBQbu5Qz5vIBjK20x0WjQ697YXdmZa0dLnQiwl1qnjaayNkvpmpfIsdcwlD2/f+OdK9Tr32WsYtYTikYO0DWteRHqXRVsd6j6hS+JpTu9uMRyOO7+5ELrMYxq6kqOsuuBQpaxw5S2EiHa4sDEVhu2zRZDRESaaeshycZdhcG2LQQlEUzKvD1BhMzhyqHB7MeeKJZ1ksDjl39k7e/e6H2dk7zt0PPhidjwXGuxPuvuce7LXrnLjjLMVTF5gd3OD8+fN88H3f0X2XFmpwkMTmU4C18TwGY7qmqcMk5xUGAd0YQYx2pbFKiDZF0trDDDNla0zHErFiMh60IeRhIyubQ9uha9peQ8Aax4WXXuHSpSsIcOrkGfas5c577uPOs3czSgM5d955J8E3vPs73stjX/4yY7Pgsce+xuUr1/G+7txzYj9FEu0OQtM21rRLAFo4KLTip4kXpmlG2aVJwXJkO359qBcxOKmyOXLsTKeICFcuv8qmGDaccGO2z52TEWLG/Ik/8EN85fEnuHztKr/46KNcm9UsfMNhVbMwJtl22WwqJXpXBo3a1J0bitgBt9qEIXyhKC5TzlOWzGGz18rSvEObYIU1PoqrBOzYZCyLMY2vCEFp5jUjUzDZKLl4/mV+4EO/m1N3nOYv/4c/wcH+/tstX337ZdDXr18H4Dd//TeYntnmYx/9PfzzTz2KMcI1f8Bs/xBXODbHU67N98mmToeSpEtsuQGNfsmpe6i/vKTFrJmKXDaFlONkK3xqoeMyS5t2BEVrH3UZ0vcpjaE0wtbGiFPbW5RFye7GBhPn0qSiR5uQSnmLczFTtkKa9EvsJ43ZtAZNwvyCEYu1BmObLBfLsmeErPrPui/aK351GK/FB6iqmoPDhhAKzh07wfb2Nhsbm4gRvPeIEaw4RuUYU1YU5QhjDd5XXLt2A+cKrBHq7ntoFLq3LdjcUwyN7bMu19l29t8fods8ukCMgA1RDyTpVstAY9rGpmFiI4S2DDamP7EyoHFgU+ZsNGWzCe+fLWoOZrOIH6ekYHNrG1eW2KJgMZ9TFjGT3d09xsbmFtONLZpGuXr1GsFXnD41xhU+DmVp1Tc/ZVkLmU7kvhf46f9rjOBcZu8b2ka2R4LPzH5j09UGn9hpwmZp8UQqXlUp544f446dbcrv/V08fv45Lt+4ypdfvYRvmthSwWMoOncW0ytnr4xr9994OfWV1RQ4H0fKdIA7nRvJuoMytLrVpcnP5SzdN4HSlVg3Zn79kJFxWLHcc+osH/od38P9D97P3/nPfoq34+1tgUGvu33iz36C/+Z/+e/5yHvew9k77qReVFx/9YD57ICNrS1G2yOY7fdU5TUYV45zia6xt8zginx2ZJkSLS0O2WYzYVWhS1u5z3b9DAJ0SOVgdDoxIlhjGVnDpHBsb4zZmU4oipKtyZjSmGg91TRRFMkYTAFOSozEDNGaDIftmCWxuSdi4mc4i3U2XkStoH3H5mjZHf2al8Ql7spsic0zYxxKoK4bDmcav+fWFhsbW0ynk5RpxoqhoKAsRkhR4ooSawzez7l69SrOReZJk7NFDNiObtLKd9I7wETPlYTjSzf92XK4u8fScRBvMdYgzna03fYCNx1FrzcJ0PQbNQt8bcOwI3LEHm+k+6XMb76oODicgQEfFC/KdLqJLQrEWhY39imKLUQs29vbTKdTJtMJCFy6dJm6mnLvPfdh7AIhEKoFFImr7mXJMKKFfDPtl6yhIhLV8lpaWttK9MlqrPXJ1DSS6whRaF+EcjRiVtX4EM0HTu1ES7NCldpXbF4uePrS1ahhHQI+OfBgDATbjVcPpHdz9bB2epNeMrjTpmoXXqA7UZqd53Yd9say/fFoNb/zXupyv0mSRGyoPeV4TFEUXHr5RexoilrHuXvfwTsffAff8e538Xa9Od7Gt+3xJic29vjxP/1neOapp/npn/kfcM4RBGaXD9iaTPF4Km2ymDnUyuj2VA1J02G1Ydj1C5NzBB3sEfruQ8im/rIA3TUDMyPLECK+3DUFGw+1x5pAKZbCOabjCce3p0wKx8ntKRsp4zN1habm2dgI4+k4OZ4YCHX8ZcEQfAygQQ3iUsC1JjI0RKLolHORvmdMhw8aYzpxfWPApqaZMxLnkIlu1qPRKGZIxnRSjfP5HJFAURSMx1MmkymjUQzQzvUmrdY6sAVlOaYsHMHDwf4hwUcMtSgshU2Tnc5S2DT95wRc5OHmI8gjiiSGlIKwDINyf19QV2OswUzK/vHcZFaWni9Ry68bAKGJk3PpOT6kcfJa0cqhQfDecjCruHL1OpNp1MO26Ti3a8R0+JYwmW4wGW8wnWxDgMtXr+NDw8bWNovFVVQ948kEDQ2guFEZ6X5dzyNlqSHTwAgah76DYbGY0cz6ASiXzu94VMRRe6CaL1gsakJQtiYTxBSA4eBwTtF4rCpFWbI4vE6tyk4h/O7v+W6MK6jsP+PClWvcmM95+sILLKqKWgMwwozjeQntyI0yzID7HKbrxfTYvgyo5i3Uodn51czcUDmKNmsGlMq41xvacUnrFaqABs/2dItSLVfmB/y5P/MJjoVNwvOLt2+Afrth0Pntq198jGPHj3HvA/cTTlR8+Lt+Jz/36D9hVI4Yj0rmvsouwiEPei02tYxRrAw7yfpSLLtIUBmK/OeskBYG6RqAcXWaBHG4pCY3Kgq2phP2trcpDKkJljz10DhAIhEzLaxJSnJJHlMkQhcmC8ouPceZmD2mg+F9kzJ2l+HN0jUQO+x5iXYG4MoCkJgdek/TeBaLRRT90UDTTg5qcm1xiQnhk1YEirEO51zUW/aBxWJBcIaRtbgUlJ1TXNIzNc4gRSqaTQzUcfMouoAlmbeeyS5w6TKwgLUOGbm+7O1+u+kwa5FsMg4TTVjbiktMv65aIxoEpy46lRwqi4Xn8HDGqBzHjcpaqmrRsWvKyaiDF+o6Uh2dKzmcxUDrk+t6FNMKjDYm1PNDVEOSBu3VjELLNzM2JRGa1kqEbMpyjBtF3FubkORNFfWKGk3MmTigpCYaJ3jv0eQmb02EcIIqpY0UNglKs5jR1BUffP/7eOLZF7iyv8/1q1e5Njtk1sS+ivE+wh1iU7koPY0q0zcRjiBkdNn1UMtDll4/9OqUoaGy9mu7JQDkiEhpipisNRFm/J5HPsju7i53nT7D+S9+gy8/+eL/n0F/M7e/+ZN/g7/5k3+DJ59/msPt47zznQ9h/ukvUBaWwhTMm0W84JwMxFRWxP014/eiQ3PJNZzozm6K3J6KJQlQGQb9ziU7M2xNzzUJ4nDOMSkKRmXJxmTE1sYUEzy2maVJrBZjjthvax/VajHnuHDP95U+QNsYoDvszTfRqFXGPUND+gBtJA/Qve1TLH2LGJjmnpBK28VigYmYDXUdHw8hgG8wLg0z+EWkNQXFik30MUfwGlXs1LIxdVgbKYOuiI4hIoItDEnPFBXTKd054zItjj67MlmXM5bFAQ0OawsobdZUXGV9tBl1175Keisej7GZz2HqMXg1OC26U7+oGw4ODijLMaPRhJGzVIv02wmU4xG6mKPeU9d1x02/cRAhkRBaLez4n9FkjG8qNPi0GZs+02wThKBRuTvShDpnmNFohI5G3fevwyLpomSuMW2ATgmK+ibx9qPetwo0IVAk7rOGwGx2QO0DD9xzD/OmYXp9wvnze7HPHvaR2mNCk6b5Mqws96hL8KLQDx8dkQZnwXzV/CrkLor5uCDZsFJKniRzrwcojMOGqMMx1ZL77r2PO86eYXdzh089/yz/8Z/4k2/vDPrtiEHntx/5Qz/Mv//j/xF/7Ed+jK9/40muXb7Kp371M0yObVCFmvnskOnelKaumR/OYnAoHKNRyezGPhoU3zRsTTfAhT7TVZL8Zy+ymBvLhtZ/TzLDpjaDSfiytqItIQ6kiCpODRoaNARCVcULzivHtze56447sMYwHhWE+WFkYjgTjUvTKHbRBlwTaLTqmlPWJoRDtJURBqN4CX3gahtnJsIdpvBYGwO5EEWUrJWO9VG02agNXfCy1kASSBqPxxSjMbN5xaUr16hrTzlyjEYjLl26xMZiwZmDA8bbkbPqq5qrl69grl2nZYCHINy4ccCxY8cYFYZJUTN2BSJKWShxqjxy/tRKQpRSkBKJNlKDAJ1E5bssuB9Uidi1RSdubYBuI27INlmrRYIk0iYlITEkGsQnPjUFpRmhKmwyxZVjVCyz2RzvPR6oZxWLGzegqhhNx/i6IvjAlUtXqBYVPijHT8I3nn6K3d1ttvd2GU8V1QYvFeOtSedkIqG115LBsEzQOlVHJnKQg+KdR03UphCXKqgEnIeW1hkdWRGEEOIUrjFgfS+AZYLBt4JeKKOyoAAOr1zi7LFdzhzb4/67z/GZX/sC33j2KfQL53FTME7Y379Bsb2LcY5F1fTjhNhOJS+HGDVkmic+DBQMQ64E3FZGRuhU9ZUk0xp/X1kUkZXTpGEijd+9qRp807A9mjI/nHNj/4A/8W/+cT7+Ax/ngQce4GPv/13MDmdv69j3ts6gf/RHf5Tv+q7v4hOf+ASP/daX2Tt+jO//6O/lheee58rFK3z+/GO4sWN3c4sbh4doCFgMzkpUKPPRYTr4EEVkUiabJ8NDbnRrFUXm9MDA6r3PmodKdKK9AWW8cKLusrWWrfEYsZ7N8QQnrSaQpoZfymRNDjNo1wjrGtiSea+JdsMc2ukMMzBJ5f9l782jtcvq+s7P3vsMz3DHd6yixrcKZagSCqRQywHQmAgooAhCxLTBsRvUlbS6THS1aKJJp1dWZ2WZPzrSaYPRaESISWxAW+IIFAVUCYSCGihqeqd6pzs80zln71//sffZZ5/n3pcixiqq4B7WpW499cz3nN/+7e/vO6S85nRA2LIfgt2oDoXeGB3fA9p49obSYVvtDZastYGQ4n2M5/M52hh2dra9DaZAM5uzs71DvrtLU1WBUeCLoQ4RVXmeYTKLUkKeCyZvbU26hBGljfdrVkHSHyf1OhZo1U0AO8vRzHgVXBwSqthFdkGUiYBCFIhJqTgJ2bhdnPFWA2IQ0Zgsj+b/zokvBJkwn87Y3d2hrioaW1NXnps8m82o6trzkB001tJY52cDRiP471dhuhDT1nFNJQUaFc7fwLbRznfsJkOyzJ/DljhYkQDbIOI9r1oLguDmh7R+2W0un+pMOXWn3ixQOGs9ZU0prrnyKGsrI4pzM9ZlwXY9JzcZxkmYvagwkGQpzaLFlDuJt4oBtmoPp3nfQ1SAkfyTF1nmqbXWkesMCSEJ1WzBKB+SFxm7F3Z55vHrGV4z5LZbv5bTj5zi7EOn+cwnP81T/XhKY9AnTpzgBS94AQC/8k/+Bb/yT/4Fdz52N4O85Pprr+ODf/lh1o9sMCoHXHjsAtpoMpMFv2Nw1sMKFotSOinQ0pNpp0GSKlUDSnsiS4/J0S/YbccTCrvzGKC2DqMUpTGMhgO0ahgNSp9agkM5R6aTAh2LKahegU0wVK16xbi1jGy7ZqVTR7qE56w7SpofDOqYoq2NxKKtjYo5f9p4RztRGi1+yNgGDljnaJqG+XwOSrG9dYmqXoAIi/mCne1typ1d6kUVFFyE51MBQ/fsEqUEkwlZ5kKXpOMbV0r7Llq13hsdxUql3qNLcdzKeFk7+V6IY89wIsjZcYkxkGpD6yTIncO2WTRaMhAdfFN8h++cx5gbK0ynE3a2t1kUBU2zoKoqnLVMp1Oqqqaum1bQ5lEA7d+vL6A6MPcl2l62A+m2yPo5WOYLmxbE6ViglfG3+zSGLNoWaJUKsHRiZ+C6c1w6HNez3NqoLH+OF0pTNxViPT5+/MgGm5trqGObrG5dYne+63cXrg1SyDpoUC+FICe+5xFbThOhZR9KxhLcEd+3UuRZTlP77zkry1DgFTuzKRvlGoNywPmLj3HlzVewceQQN5w4wR+++z384lt/jqfD8ZTuoN/+9rfzrne9q3fb//SKN/Kd3/vd/N2//Xd49MyjTCcT7rj3Exy/9lig1Cku7Wz5E9E1FIMcrTQrK2O2t7e9TSkFNim4WlrFYBcdIVY6H+ggaZVgfqTaaboD1bjQeDlU4wKsUVMaQ5llrI4GXHH4CPl0weHVFXTYohrXMMiCQVLrQREgCxWMk3yrHUm80WrNX9gqsjVaK1GjWwP+AF8Yz4UusgyTBzc74/nUCsiM8uwQ/IBRhfegsyxM+RWiC7TNqJuGqqpoGqGuaqbTKWdPn2EwHDAalmRlgQgspnPOnDrJ6mTCbDL1A1OB3OT+JzMUhSPPgqNbYX0GpWq33QEW0UWX1mFcZJKkXhyp3ahqM+mcAaXRg6wr3D2npeRkcuEDS+F9t4OrXJcSrSJdMtcF6Nx30E3uxemz5T4AACAASURBVC0C1aLxOwajuXDqNNnnPkdR5IxXBlS137WdOnWKC5e22Nre9YSepqGxFpVnGF0gWLJcgVuESpl17CGbDkEcuCZANLkXPzmHHQhqMPQZlVmDC3Jv19SRFtc0HUVONUJtbRg2SsTfcYHLH95CFs75+XzCSl6iypzz27scW11FmYzs1lu55eGHGD9S8OG7H2awPoqRdU57b0Vx0nf9TRxk091rHAIqFZlUqYOSJD7dLGrybJ28KKimc+qqxtY1peSMh0PyPGOsS6aXdjm7c5pv/vqX8Z2vfDXXnbiev/M3Xs9sMuPpcjylMegzZ85w5syZ3m0fv+Mubr7leaxvbPDab3sVjz7yCA+ffhQX0qsbaRgVA6y1VA00dROKUu4rmO5PhXt++dKR/FvDo+hpJ9Jja/QGhjFF2/9oEYZFEWTbI4ZFjm4smQFtW9wzxpD6AWHs9HRSSTrPt/2c57ROu27PjTaBTme0DgNB5WlnOgwg28FjSFcxJjw2FOjoZKdMMHA3OKUxRvuhY8D/qrpie3uLql6ws7NNNs8REWaTObs7O2TTGfXc47PiOiaBDpl/qtWYa5IuuNsVpI5X0oMzJIEqAhwSpOwtr1l0r6lOCvNSW6bTF9R7J8wJrCRtgriELj+YYznnqKqKWmumO9tsXbpIXuRYO4iD1K2tLWazmWexOM+gsM5FAytFWKVt+x7Sjj6B2iJ1zKtE0R5ScHmGKXzX7Dc+4TEasL5r1sp6KX3gSWvlO1dtbQiSbfMSVRhsd1SI0gRahrMMMk1VL7B1zUqZc/WVRxkMS+598BS189FdOjMehlDaBxU4tSQuSeKvZInhkeYULo0LY3qL0lEE39R12OHllFmBNI7aVhhRjIoheqR49d96JdsXtrjrzMd44O77+bmf+zmuv/56fvAHf/Cgg34ijt/81Xfwm7/6Dv700x9kWA649sqrefDCSZyz1E3FaG1Eoxucs0yrKgZ+qswErq/0CrQLaJtKCq9KdN99aIMOp25Vgq35UYBQNFAWOcOiYFyWlLnxnUXCmvAIq2u5G3070FhT1JJMu9uya01XgNviu1SgTcgQNEZFIcOeAt0yKIxC5yrexylP/hOtMXg2RmNrnBUaa5lXCy5dushwMWR7y4tQnHNMJ3N2trcpZnOq2ZzG2pDybQIMo1HKBVhmuSCqqFCThE4nwRQpmRTSzZBUtytuDfl7oodExKT22TKrwHHnMl22Sjq/BHsSVMwkrOahQG9twYXzFEWGsyOa2uKccPHiRWbTKfP5wuP0rqFxLg7t/BBAd6qYqGwkFOt0+69DgQ7ceyXoPEMXpkuWanHfUKyllUYHDLpNYxQRvztB+5lIOwSXIDvXvogPMk0TFtphZqjmCxprKfKMY4c3GK2MOLy6xqXpjJ2qQutgYtYK6DtHq44bnUyCenmPKcQhsndhFYl8fZxg65rC5GiTe7hjXmHrhmFRcHT1MHpd85xnP4c/+L338ss/+YsA3HTzTTz3uc99+nTQT9fjR9/wQ7zmTd/NL/zDn+d7f+zN5GiayYJ8vIIWg+QFujA0dc358+c4dMURVDMHVfmQUPGOcp3RUcfiUK5TbvlmykaII46ZXddBK3FBJKApB0MOra0xyDPWxitoZ1GB0TEIcu3caJyz3fBO6BXg6LibCEzaAp9nWQjBUBQBSlEKcmPIwhQ/yzJfjPOGMs/8IE4pCqPJchMgDu0lwgr/uMDuyLKMJpj0+xC9nEXVMJ/NsE4i/nzmzBnKsiDPhSxgoPNZzdnTJ8nmC3YuXmS2O0Urh5RF17hqneDoLpHrqxiqK7q7MPVSkKtKpqd7flcqeLF0W+lO1KaWfIdbubJOYlBVLBw6HWgpF4IVWuRDaBpLXcNiNqfWmq2zZ7m0OiDLMjYOjUIHLZw9fZqdnR1m8xmNwKKuqJrAdOgGCeEEaNNM1RL9c2nxcB7iQAuUORRZgIOU75qBrLHB+0Ug057+KQILicNHr9bzTA9lAyVU/EyiDfxZXR1y9uw55osF60eOgVJU1jF99DTHvvIGriwKXvHNL+NjH/s0d93735CsCc2+XxBiCIMynUFVMMPyddYmMWOdt6IX6bRukqZbU1dXqeYVO9NLHF7fjFREXQluXlPNF6znI37o+36AG555I9//yu/tsTV+7md/jvHK+ACDfqKPT931Sb7qRc9n8/Am/+CH/z6nTp3kXe/5j0xmCzBgcs10MUNpxdraOvPZHBYLGOswQU757t0AI41g7wYZ6VAwlYGncIcjMzmjwYDRYECRZZR5Bs3cd5GNRWcZOohR+h2d7ji5dN1y2yX7jljHIVtmgsWoySKckZssCFta32ffLUumPc1O4eXf7X1021kHDFonHXRb2QIjRmtF3TSIC0ILa5lMdqnrnEsXSrLcF+hqbpnsTlgsKpqFN6jxtSdAHMGfOdLlWDJP6U1IU2qd+ry/J5PDzv1BLYehLW2ZI4HA86777PdEqyREN8A2+ilSNAWapsFqzWIyYXbpEllmQM2pQoGeTHY9fl/XgVXmoQ9Uf8Fo07Vj09gzlVAx0TpO9EJ3jMZDJCIRilFRveHfq1HK875FyJxP3vFzmlTeL+gmPI/2Hh8IuLpikBsyVSB1RaE1RmfUCmi8490zjh7moc01rjx0iNOTKRqXwEJhTVGdE56oThpuem51OpEo9H0X4lexqChWBxQr61TzijIrybRhMZ0zygYMxyU/8UM/zkAPuPDQOT53zwO9s+D+++9/2tS4pwUP+vMdv/323+C33/4b/PF9t7PxwAbX3vUR7rr/U2Rl5ocI1YJyOGC4MuL0Y6eQeQ2rKz2b0e7Slkg/isyN5Q1ZmrTdyyOUroMuC8qypDCG3GQ0VWsr6sM1W8Mj0q35Pv9rMVut2wJtgoAlLdDG0wqVJjeGPEi9M+OLcmYMYnx3HDHoMJw0KhW5tPBD59dMgAy0+NuapvKufaGL3p3skC0MZSbkhfEBphXs7uywqGpPswvfU1ucdQtxpEI+lezNVZfFJyncc7mirFS/gLUsBJXmqCRwblqgSbHR7p9p6rikTaz2cEj7PM71C3S1u8PFizmZMVg7YF55McjOzpSqWtA0fsBnmwbbDuZUt61vzzLDUvMsaglH99+T6NBphyBa39oHtaTnKnqs2Xlv5RZ3luAZI07COalCqLJPd/e3O8Q4TwusFgyKDIqM7dmCrBiRaeNZN3WNtY7DG+tsrK1waHONs9u7aPxgVwd5Srs7aKXbqXJQJ0MgFeXifRe0NgILAZnNyTZWyAcF22fPM9QDjDFMp3OuveYZlIOSF7zohTzwsXs4+emHns496NO7g06P/+V1P8D3/MAb+aV//Ev82D/4X2nqis+dfYTrr7uB+XTKQycfJl8fQh2SwEN3oAQiUx8Su05fiJf+c+x1O6WSP7G1hN1mVrC2skqZZWRKoXHkgZ1QGE9A0hJStE2rmjNobaIXcxYKZWY0hcnQyvM9i8wX9zLPyQN2XOY+e1CjKE1GXgQvYGPQBQzmFpPnULZCFUOee1FDZoTcmMDckCDX9u/BNSpCHDYYMPkhlwTf4ZqLFy+SGY2rp3HBqSvF7mTKom6QpvEinExRFGWAXYy3iGtDSJM8OtEJBh0YLKr3Xe+DEffH/MkwTe+FQS5HrY0Qh4TJwD6HVt5yVnWmWV4EAo2tsU6z2L7EOVNjtGY6KZlX/vuazHPvlxFYFHXgRKNcQlbo4tVMb1FZ3iVI911Jey4LkiXFzrUqRO3TzQVMrTw/X4RcK2ytEYFCG2ztu+mmAVd7KC9X4GrfWW/vXmJ9fZ0sy9naPuNVntqwsrqKsZZ6vqDO8ZFs5XP51P0Pe4NYBVZJEo6RLISu4/dJWqA9uT9sVju70d4+qCzZubRFPZvznGffzO6Fbaa7E77ihq/gx3/kLZx45g3c8R/+lLNnz3Lp4qWnd4F+OmPQ6fG2X/x55s2Cj/z5h/nx7/8RTp48yW/9/rs4c/4cgnBs4xgXmm2wgTchLnbIqZBBEkMPWeJL08Mp9wknJnTQRR6ymFWYrHv4wGS6V08I3W6aaqITG9CWI90OAVumXfynUhjtjY50K/tuO+WshTAU1nQsEW1U5+MRedPtoDHpdpPGtIVZ2oLkAsxR1Q3WKuZziVvXptYsFhW28aKWuI1XEvwuEkvX2B3qBOuXXvZjt8vtRXHsrdFKdWyati1Vak/xXhb4t0h1tAHowRzLpgH+v7vlnMoWHWsc1aJGa0Wew3wxDzxpsEEW35oHuQQ+6z6oTsfD0aqzs9tME0Z0ZJmIWmKh6AQfMeHzOx27ZpX580wSJyP//TqsePjPNN6jWkQYr4xpnKWpvIlWoz3DR2xFbgpQhloc40ERmBnttaV625D07xq7YXqywR7+pBJeniLxwHGK1fEaerDOzvkt1gcrbA7W+NHv+yG2z2/z0TN38FW3PI8P/sUHuOvOu3j5y1/Oww8/zCc/+cmnXV3TXyod9Nd9w20cP3Kct37Pj/DCr34hN910Eyeuuo6dUxdwc8vK6irKtq502vv7SrK7bnuYoM6TEMEjSvYMaySJOu1jm4IxijwzYcNqQay3Bg14bywJ0qridKfwUz7pQ0dOc/Dk0ASGRlecffH10ESbpGKM77qNCcyNAI1o0z4+/HubPKI99KFMW5Q7jw+VME7aaFDnXIA4CP7QDVVVM5vNmE4nTCZTptMZ83mFXdQxU05UWwK90CWmKEhKJ9SdJXPLlGk5sr3Umo7WyNLt8Z8Rjkr+XWSfBrzj8QhN+EnBrgg29e4v0fnOddt1AdcIVWVZLBrqRcVi7qPc6rr2Ip9QQF0Qi8TFIZqKq0480+Zkqz6+3n5X7bkTIaEAD0UnQK3pTqTuRxmDygwqz9CZZxfp3P+YXHc/mUKHn9HKiMZZZosFZVn6YbTWSL0gNzDMNZlyDAc5q+NBG/gThuiqG/aJ9PRdveCM8HnbgX1bkFUQ66hAUccpsIrhYMjK6iq7py5yfO0I1111Lbe84BYee/g0P/G6H+X6G65nMBrynve8h6uvvppDhw49fTvopzMG3R6v+bZXx0SE7/2br+cNf/dN/KOfeRuj4ZDtS9v80e1/xsrq0G/53BA9n8Su0mQKZ53fqkrjO9BS46z2t88rwKvHtMmxdRUwUk2eGW+IM5+xVmQUmWaYK0ppgj9xMNx3DcYUKE88xmnPgm7Vh3kmHkfOjIcslKLIFYPSd99loSgLD30UpaLI/HsvMh+67K07FUURZNyZZ2tkc4PkOnCbW3OlTtGXt+Gqhmi+rkTIA0tbGocyhlwbZrsLmlCgq0ZhAa39wAmxaGUoi1VkMfVJ5UXOYttinVA3M4ZjD8dYVWOUi5N6LxgJpkBRil1HW1dJzYNQibd3H4NWIc0jZd/shTPSI6S3UMf+TqPRFIH+1T2XsyC2QaHJ8sJ/XzlMFp6m6ZRCFSVN45WZVRPOH3FUYiFIkqsaJtOG1YVFxFNBRRoQRaYHtFl/Xcdvu3cteYKZu8RBxqDIu4F2XIlsR09UedxNSN3QUjRUZsisBeexcd00/jPnfhCMCPW8ZsCYwjpmu94gCecYDgwrWY0VYWId60PDcFBwxaFjnLs45fx0wfjYJrWtaKwD7SLjztXdH0SPsyg+apyNvP4yL7GBZSWVkOc5M22gmrF75hJVVfOG73gtr33lq7nu2ut49Uu/jenuFIDXfefrOHv2LADvfOc7mU6nBxj0F/P46O0fib/fdfudvODWr+bosaO88TVv5OyZMxw/dIz33v5+f542kOMd0pTGXyTBYUzp4OQr3vhHaUM5GlMt6tjZtfxMQfXi5jNjOiN9Ep2DVslArOt21JLEO+2OdeJa13bRLTzRdtJtg6T28fNoecZKS0jOlpQY0StYaokx0PqHqbDd7WK+ujtKlNmoqEhrGbZ+1OTv2tJ1292IJC4okhbcwFBQMZjU9XyF9y22apmR0Q/0ffyjfR9Nx0dOIIaWPtntwNtO3UWaT3uuSJJYwlIXTktpaxEFpXogSt9IhSTmOmkx2+55mdnRS+5b/nSqC8qJWYH+pImmc1novEVagC18boW2flejGovOM9CCzhTGueB+KJ5CiWDwlqrGCUWek5kMRe0Z1xLet2siTVFTeL9ypajnE3RugheIDoNMP1Q3tH7T4kVeAiof8K0vvo21tXVe9Y3fxsVT5znz8Ck+e/d98bPf+dGPxd8vXrx4gEE/1Y7f+8138bv/+t9z9+RhTp46yfntC9z16U+QMYHqEllboJWwaHwH4ZyHKCSYAblqQVaOKIclTR2KuI3poXHr3vYsJir2uuIcQ1l1PxOwNf1pFYE6QhBEGKLFkHX4Z/xdq16BTn02lO4sSVUsypKSHPrZhGrv3C0mlcfAAhdjtTo2S1/Jp6QTcHSFu7OU8LXFxYCkFEtVqN4ASbVFEPW45VU9To/8hRRo30m3o7nEiznIGFMjWgnQVcdGCPahAEbHkt8lgavksdIxFNTyaGNJ9hgyNvedju7zwWXfCaraw1aL5lMxEFiHmLiQcxj8OrT4E0ycoDONtv69mEwwzoD1UV2eGeLQyqKV8+ESWR4YR16OJRKEN67LWjRaU5gckxkWF8+DGnj4xehwunk3PhOYP055l0iswqxtcMONz+TwkSPc/BXP5ffe/W7+7f/9/3xJ1rGML9Hjda97HS972ct4xdf/DV769d/IbV97Gz/9kz/NVfc/yC3/5Xd45JEHcNa7Xg1XhzjxbliTyW7gCBtWjx6jaSy72zu4ynoDmTz3nFnnDcurxdz7cLiG4bAkL0zEfxVgRCcYtJdRewqdiR7MmVHkuQ7DpZyiCMyNQlMOcrRWlIWhCAyNMvev0YpT8iKLPhvGmKTodyKX1rZuOTi2c0pLxp9LF7+1DmedZ2CoJlxrLnaFXlnpnz9NRrfOYsWXPhOELGmC+v5kDIl1qSt2suf97ilGrTNQgj33BrJLdL10AOOibxsdfrr8wH1mktoENzvb+HDZfPlzdOIaZ10Q+fhsRB26ahU7bJssDOkwUC6ztEiCicvjL1CJIEgRzPVbFlKb6qqCSZZfp7wfjYDBkBnfoGjrguzfURvjxU2BfWTEK1DLssToifcQn80R5WGavCxDCrjQzCqmdQNKsX7oGPN6gbWN99QYDMlMRpHlNIuaqrYMyxFXHjrClYMBN3/761lfP46aNrzm27+DX3jb23jHr7+DW55/y5degf5SwaD3TD+DH/LxjSNcPH+RT3z8E5gLY/JHTvET3//DvOs/vYvJ7i53fvrj1LMFSnl+8Opg5FVi1lLNK6z1RknpBZ5efLoNOQ3FMFUCprYS0WQ+Ur86d7oOxtAhtkpHvrMxHfdZaxMLb5R67+nMVV8AE27rqKX7d6Uie2te6zImzuIkFGiaWDTTrXQrhZYEG/ZUtFAStO4m/Mv8iAQ+SVENdRkmRsf4aCkde4Mkl/Pp+myQxPujWwb6YMHj1Lx2iBoXK52m7iSvo1pFncRhoDGmC1ZQyYhZBHW5XYPshaFkr2nuf/+RmuxrFWGtGKQrPukm89tFXClYZ1HaYjN/buoYJOGdDyUs3kRdQYCGXGrJr+Lti3mFJztqBsUAHRJl6mnlOfhobrvlVr7hxbdx+OhRzr7/A3xy5Qwya7j6GVcxnUzZ2tr60u2gbwAOfxFe+FnA2hP0/CPnMNbynGuuYfviRd73S/8YgCuAl/zkW/jkRz/EzoVLzD+jsTu7qKL0w4qiRKz1Hc9k0vlCtzhayzNrAUXlfZTRhpEIQ4F1gTIwnoxALkIuwljABOhABSGMxvvtFmGTXSr/o1EUKMqADJa0HGpFLl59pcL3mAWo0iAYJ7EH0wp0MHUXG0zu8dLeqC7WKumcpTMsaoJHgjjE1qim5ojSPCcUi9I5stAFF8Hb2pvBCSvASGDdOU5YIRPFIaWhqRFl/OBLdw5qrSDFaR3bWhGbhIkuCTUiROAS6XAocpUXg0htu9sTHnEft26lITapgzrx+rbxby0pG6GxjJxwDM1NWEbOsY5iJMJh8QS50jmasGOoECrndyEj4JjWbIAf1kmATFyqZzVEvzdtE0mjTQyjLOBDIaRx8fOmBbu/23D9qtxSbEL6Tesn0/7een2ISIhkUyEOU9Fo7SOxgEwEcY5cIHeebnnIWoyzHGs91l1L/VGdxJ8QFovAzgQ1KFGZxuSlP1+dYHdmmMEQtOIrr3oGL7j5Jq68+mr+7FvfwHvDJ/qmH/oh5ltbXDh5iucDxRNUT7bDtXbrk1wn1de/9Bb58T++a39y/hN43Ajc97go4//ABzt0CLO5iT1/HpoGCQyPq4EzL34BzaMPs/rSb+D4bS/ic//xXch8gX3wszAeen5yWeAuXfCsi6KEuvYXauNgtmg9PVEmJ8itUEWOHo/Jj2yiXB2RWKWEzVnFpfHIPx8KpbJYJHWm45DE5BmmbINfM0xgbpjcoPPOn0ObRD5tVOxKdIhaUdovHNnODFkf0CpJlDIoHV67XVzADxLbXYECa4V2+ajrjMV0wX97x+9S3T/zz78yQA0G/nmy1uRegxpC7RhZx6KZUu1MUEMorh9x20/9MCbT5GaB0U14rSBBbrvu9gI2TXzPxGiq2HKG75CE7RBEJAtPD1DDol/Ul+AN6JKxRaUIbtaxRCQULyQMAnMQRVMN+OC/fjeTz3yK5jM1alyQKcVw5RDT1jIitxFHdmTIYuqT3c9MyJ+/Qbaxzt942w+DmvgFW+l+1mVbaHXTgTFuFAeTSi3C6uZwF2aoQyv7XASX666dL8Dp1qmniAVpmo6sbZ2PNRdoZgq7WHgXvwcfZbqaYZ1lNrPULseJ5sH/90O4rTkyrWB1DVnMPQ1GNV6SrhXKjAhOXcjuDmp1DFkGszksKqRuyG/6Ko7d9k2Mjhzhvrf9E8xVV6PKAVd8+E4ebj/i5iZ6dRWV5zRPoIRbgGcCT7ZIPMuB7/kitO6/DnzfE/kCFy74n6XjV4C3fvhO/vk//+fUuuF2t+CWn38b58+f58MfuYPf/+M/AITaNnDlcayzzJuKRsIwC009MbFQDJRBOYtuHMdXR2yurHDNFRuUduEtEpRQINy6u+Cu9bEPNFUapbI4HCwLw2DgPTUGRc5gmHtvjdxQln4bWeQZeRFw51CgtfKRVV667TvtmOod4JDy0gQ5PAqm075Aa5MnxZ3orkfg9WZaqIKSUKkBu/Ocnd0Zbz884oOfm+NEsV7mDEdDtIJh3vhYL6XRakxdOV5sLZ9dNHx0MmFtqHn+kRFf89VfgckNJpuS6zqIcTRam1iIIw89CwVa+f1W35HOF3O9jxeHzCr/7+MiYu6tInEZInFt/JXu2hMjucfT0w6aIDSRwhfLaoX3vedP+ctzJbermiNFxo1KcdN4zJ2ZH86WWYPFIgrmGHYmlsZaHlQTvuX4GoePbPLt33ATorYBh2HZHKllitREs3C30jFW9NTDTc5hz0wwxzf65URdvvtpjb86W4OWckPsrGOBlpBK75EtmqliMfeZh/MNzWyzoGoaHtut2KkLatH8y4+scho4i6BXSmYFNLYhK/LgX67QrogMjXLlaJT/lOPDfP0tL2ZtbZ1XvuIVfOzBh7l48SJrP/PzfPBDH+Kd73wn/wp4S0fR8D9PwvHvgDcdYNBPznHLLbfw4IMP8uY3v5mHFyc5feY0F3Yvcf3dd1PNFzx6+iT5xpCqqtna3QknliHPM2xRhPG9xVobnexabLHDoYNrV1JQltNTTDDX170fnQTDJskqe8ZEQoIJJAUoobK1FDDp1TGWhHkRz1SyPBvrXrf18FjKCuuGf0uPlSBsoV04hL7LhXQRX/3hV8omYSkmKbHTVH3AXCX36bhxCRFtHxx7L/58Gcw5ed+RdRM45LZnOE83LI1DSxd/wLMc8izb+97aHL8eS0P2bYyl93eWy3TO6vITzt6nDi+oCTJx/1586orycFSwRjBGkeUGayErMvIiB63IcosRjbXK23+26S2NjT7OWZ7HWU29aKgbD2VsXHGMZrrA1ZYTV1/LiRtvYOPQJi960a3c8/HP8As/9rO8//3v59GTJ7/s6lTGl+nx1re+ldnMWxC+5qWvoqoqPnPfPXzknjs5ffoM7/ujP+Rf/9u3k+UZGyvr7M4nUVE3Ho0Q63B1w2xrGyUO52qGwyFFkXs+MwaNkKMwygeyapMyK4J02/iMvizzbnVZHoaEwcBIGxUDUdui7zFTvRdrVK7j4wqdV0MolH2Lya54x8tVLbMdVByCApRlGQt0yv5oAlMD/MCstVcW63xAabA/Xd5m7+WKdVh2tHZt64lL7EYjMUESy40+J31fZkjP/J6eOKVX26Tb/ksvzcQXQz+8VcHaFS9hl74+0SZF0yswLeIsGhgMC8rSizPioC+dKEcqZ4t2uH0gC9f7fNFqSbHP90xvMZB9C3a6Ina+IyjxTI3wNnWmyCX3lrSDAaPRgNo2lJWQi7cTLcoCoxT1okLllTcu0znjQUYTskEzURTFEK0NO+e3ePUrv4ONQ5v83e/7fn73N36Hf/UL/yfv+r/+PacePQ3AW97yFs6dO/flV6C/VHnQj3fcfffd8fePfrATudzxF7czm85ZY8Q//Yf/mPMXL/And/wZf/mZT+KsYzKdYbIMjbf3tHnAoKtu0KSVTjw2pAttJXCVWzvR5fxATU9m3e/e/upofeJV04UPJJDjXqxSltgKwYpS616nmT6P2/M+Va8Q+EK/T8cnCYsjEcyopLFLfdvVfjCr6sgcPRvYnlDjr/bFqcRGqRWNRBm8Tqwx44BVp24j3S4m+T51YOvs2Ywotc/fQB7nLysJ41z18Ov0+Xt/NzoZ/ZLlSfx7RKZSb6EgqlFFFNoYsizzrDzjGwwtKrI4FN48TAJpv1p4y1VrLYdXjnLDVTcwGAz5zle+ioHOyJTmw39xOxfPnOP5z/4q3vOe9+x7vR500F/Gxw981/fzRBp/ggAAIABJREFUmte8hq/7uq/jhbe+iDNnz/DIuZNsbW1RzRecnJ5kez7zpvmDgiLPPetDm3hS6hTiSP89SdZeDnTViXowpeV1iSr/A9VZuhoS05NT3COloXF5iMME57t+59Zd8tJ7kuR1e6KYtqgkurueOYPq/dqDOC63c18WbvTS1tVypXqc72vvky2/x7iYGh2pepLEqHuFqVpaoroanGUZmTF7C7B8viKtLgO7tJ7k7Zdm+EKodyL9IWF8hX344+0OLob2ao0KkF5m/HlvjPGWuOI53zjxAvQsjzuq2WLBiAKtcq5/xnVcddVVDIZDXnjrV7N4bAc3q/mWb/4WXvva13LVVVcdFKMvZwz68x1/+Id/yB133MGv//Zv8MY3vpGf/v6/xyPuLOfPnedP/uTPePe7301TN5w79xgZjlwrRoMhi1mFlEOKoiBvvExYWUue5+isCfxmPxQripLFYhYKtE6Ko+xbZVt1Y2vev/9FlyZQtKKRxGzI77cRq8NFJ7G3UtpFPwQRG9KXHIvFLrCCUorV1VXfPdWCiKWuvXNblmls47vszGimi5BFGLivWmvKMmc4GJAZRTW7QFZ6tz8fX9RFGGH6GLbftmvPImgrXDoxTGh2TiWPaROmRXwmXvucyf1bml36nJ7J5roKFQqzc857OCsoCkNRZozHQ5zD/32VZzdQrKAVTHanrKyOUFphbRX57tbB4cOH2NxcAaNoFjVOam8rq/XSNiGlFCYhxiTvkfD16Vbg40itCFVvYiHd90wfGurmFZJsrZLnb+PdWj9e8edhlnkmxnAwxKqcgdPYeUVmDOsrq1zc2vEJ60px9PhhvvmbXsr6xjp/5w1v5u7bP87ZB0/x5u/6XrQLwhjgfe97X7TE/bIv0Adfwd5jMpkwmUx49NFH+cwtL+SDf/4Bbn3lbawNVhl+85CvuvG57O7ucO899/L+978P29RsXzqHUa1sOTjFCV4ym2w5ddL5ePGJ7hXKx2+Iu4KrItYsEVJYhi8ez5tCWl+RtuNU0t96i8QOfzgchPfb9DpOEYnpJM51F7kynhuijaYMKjKnVYJ9twXQdViGpPBC11TKMvSg+k13hx/v32XugUQI5kwqHdQlraQk00aJ32704shzw3A0CtTh8J3bJnwXXspvnbfdtDbwlQOWXOQ5RZ7HF/ILpEkxp6UPdDmJ935Clcczzu4EMf2wVj+wU4lDoAo85sjmWA5MDqEPojWZCoHAgZnRcsmvu/Iavubrvo7VtTWe/4LncvToYQbDAXf8xe08dPdnuXj6PJ/++Kd67283UGIPji9jDPoLPd7xb36Nd/ybX+PR+jHG5YjN9UNccfwKLm1dAqP57D2fplpUPIYhY0amPVshLdCJv1LEdEUksjV8YdRfMFAaDeOXMeX/jgLd91eOvo79NIvWXif4IQyHg8C5XoaQE4ijVZGJf5wo0MbLf61rQjfr9kYaRbjF9PbXiiTNmf4sSy25BKnPT8ToPdY3gV0GZfd9yJILU/e41lLfOUdeZAxHw0CVDkZIwQNbBSvZxnnPEZ+G7v2gY4HO8l4NVlp3HbIySXGWy0Ic+2L66gtUFqYS/xTucNKD1cN2pF/IEwjJS7zx3hvBVyU3BWsrJXkO19zwTG78yq9gfXODF33trayORhR5zite8LcOistBB/3Xd7z6Ja+IzUPT1NR1w6NnTvKn730/08WEkxcf5L2/9x8Q29DMdijyDCUOrQWpq+5kDkIVEW+f6OXeusdOSH0q0u0ncafrAp7ti0P32KQTb7tqR4Q7YskVSba2icxYpUMtiTLm3Pit7JEjR8jyHKixroknj4jCWV/gnTT+9VDe/AbP/tjc3KSua4/NutYXWoE0HcQhiZN9i3u2OLBOC2VyJFbKtGwPpeJOvFtm9lIVY+akk8jCWMZhU7pefEnn2NxcZ7G4Eriz+26bGisOEY3OM2xTxYIuztt4GjzEsbExBmyAlfx7ds4rC3VW7r/EKLfPB99nSZL9VqyOGaJcN7hMh4Uq2f1o163w1jZo0Z0/tw3dtlNkyqAzTZ45Mq2wFl5w8/O5+atfwsraBi/+pm/h13713/B//LN/hP57P8kdH/kwd99z90FBOcCg/3qPj3zgjt6/v/57Xs/ff8tPcMeH72DRzHhs+zTf/V2v5/z58/zBf3ln2BZ70yXXqvxaUUbYFrfGRpcpPaFTVjGB3jvISeyao1VOL9w2+D/ETidsWZ2iC69Y4kjTN7WXpd1xuyUejUZorUM8kiUXz1Bx0mV/xDBV53wSNh6jXVlZ8RQ8Bzpuo1vsNA3klV69CR85WUxk7yY+pc/tQ37oWZDs4UInVDpZglmSJ+ozMRTj8Yi1tbVkB0GXKB5godaVTWmNq11MpNnc3PQF2toAGXmQd6+YRh5nS3AZHnS6MEmy0Me/u+r7oDiiZ4ZKt17RQyME3Eo/g7P9myiftBkN9r/zNa/lE3c/yOc+9yhWDbjhmhP8s1/+3/mTP3o/933mPj76oY8eFJSDDvqJPa6/7npuffGt3PL8W1hfX6fIh7z1nj/m0Ucf5Q//s+ooScrERGgVcDrBdyueE03oovoWQpJcg705e8q3TfHSyzAdJCn0BEsRlcAkMQ9OSa9Aq+WFAmE4HKKDpWYTBAgtBmuUCd2idE53YWuc5Tnj8RiRwIuWkMwS+c0pvJAYDqm0cIfinGhz9hTnNp16uQte/l6WcJ+0+IeE0/2ronSDtvFoyHy1Tha2blfixPkC3UqJlApJ6L7r3djYYGNjjFgbICNNdBKSffBlufxEgmBAxWWGy/vBGst3Uctw13LdF+moefQTbNp9h1E6zlde9MIX8MEP3MX/9jO/BMD/9yf/leuuv543veGNB4XjAIN+co5f+7Vf473vfS8Ar3rVq3j5y19OnuUUWcF4OMZVuzFOKsuyyBnN89z7GFRNJ+9d6lZDwxKy/zycIVrHLhilEuGJitvzlt4VWRzBo8a51hgo/DerQ6Pmkm29RSkbL+vM5LFbrCqf3DwejxkUhmEJ2zMYrfjO2TagQmipOEfT+KFYU019YR8MOHLkSOjkBbEWsR4DdmL7am2bLEBhS6+M9gna4f2oNCGq/QyhexXn4RBJMezksT1RRvtSzsdxedhD9yOxUvtTCe7fYllbX4v525VtPJVMK6qq8sXZ1GERc8GrwtE0QlHAVVdfxebGCrPZjOGqV6i6aorOc8/fs7YTp+iEQidLRkgqHVzarjuO/iSu77Dn9u5QtEt2DS4JZ3BJqEAo4l0SeFgTGi/WcuJFSVoZn4+ZJKMD/Nj//BYGw8FB0TjooP/6j2c961nccMMNPdI8wNmzZ2OkzsmTJ/nkJz/Jy1/xYpTAyniVnfl2nGobk6F1FgQqKgpZLje76Sv9VA/uaLtgWRaeKJV0xC3u3GKmEqOxxWlEue4i3ieU1Svjute2tsE5KIqCtbUSZ4dsPzzztpOiQlSWN/VRYvwwzFpc3TAeQlnkjMfexlU5l0AcKhoWRTWjyL68ZSV9RFl1JGna8ASVQD7KdYb6sbtO2DQ9NEQl2xFR+8IHyxL24XCItYpB2TJXfJGq69ovnFmNtbWPjLINdSVYC0ePFqyMx4zHY6ydIWK6QWhMLnbJNNN176sDjSPzvP286XB47+4g1PuEpkcikOwXaJduveik/JIw/SS+Z9e4+DCtPBfaVk3PovfuT33qoJD8FQ990EF//mNjY4Orr776897nj/7oj/jlX/5l6kWNbSyrK6sd1UwUmfYdtEJ3qsLEP7o/j0oLsrAPJJjIuZOCkho6L2VBiXOBRSCBMdXCEB0U0b3WXrm0tRbnLEVRsLoyYH193N0e/EiapqZpfDhq0zRevFNbhkMVOMOj8D4kec2Qph3sJWXJWS2lFJIEwPbw854LW58mFp8zVcddJnC2RyHrQQt7cV7nHKPhkPF4zHAUCnTjfbOrqvI/dU1d1VR1+PdKsFaxubnCaDRiNBp5rnjvuZNk7/4KnMAZ0hMB9c+V/k8HNUmQ+0v3k55MbunkWrYfDZ1zu0PpirtPGLIB7jLakJkMV3u73oPjoIN+wo8777yTe+655wu67yu//Y0879kneMltt3D6wXv9Vk80ea4xWebhCgxaSfBx8LitOEG0JBCHhBw277SmlIqwh1J+Ct+qEp1TKGu6WLveDMwXZutscL5UnmGgWgglYS44QWkblI/txe197qxtcBhWV1e58YYT7O5OueuT56ibBQqwTbs+GJ+20di4FX7GM46zsTZmdXUVW09xymF0oJzFrD7rh00upZoRLTFFJwM6l3T9ei/c6uuKQ7kOB+l2C10XLVoR9SuxkyemSncA7d6/c13XHDl6lNWF5cSJo9x330Vku0Hmc+YmQymP0TfNIkAc/n2NVwpe/OIXsbIyYjweMpkqXLPwqrs895l9XUufLLxBfCOdnYBqrVCdx7zT7rhbX3Wv648MjXYnRoCUWmN+lxZnFdPLFcoHV4igrQnpOeCsUFc1jbWIK4IJVE65tkk2GB0UjwMM+ok/2o7oCznuuOMubnrmNayuriWy35BOoXUQKgTjfNWJH1QihpBk+BJZHKrPaZaWLdFugKWfBtLzWZAO7lCqE7pAXxchKQwgIE51wEN4bFkYjmyu+sgtAOs8jgw0DQHDbhDXRD7tynjIqCwoiwznLLqVDEsnEu95Q/T25yqBH9iTrqIkcauLYh2JmGn3Onthk5ZxEOXL7UtEbDed0CYMh4DXrwxLykw4cniTRx7Zge0GsQ02LAhGQ2OlDSrBaG+SdN11x8kK7cNXtUZs7YesmcY1VehEs6UCLUvQR3+u6j+LWnICVL1dgAp8bZbp1a1Bf/g9dsiub+QktuvECYlBgtA4/+NEo3SG0gWTqaWqDzrogw76KXiUgwErK2udRFeFKCHtW18JmKKHOsLF0UY9LRkRSQzxTKGMfpfkQqFXsR51fOd0956U7k7JF60xU1RExaAN6PsxlLlhc31MZjTjQlG3ZvZAUxNYKo3nNocHbqyNGQ8LcqOhcT6fTiRJCUmRZUfKIekhDMuFWlL1pefkik7d6FykOrZsEBGN0t1rR/O24C0RQVlJgO+4CLjYOSpnGQ4LmgyOHt5gODgDzME22KCks1rjrC9iJoM8h+Eo56qrjmJyUEYwyg8/lRMYtDsPhyl0QtJOtwhuya6uxaZV91kT29UeQ0O8a6jvmqV3HmmX4tTt7S5xAfSP8QwVi8GLqlx4qsYpLIrCFGhTsDttWFQHBfqvrYM+4EH/9R2HDh/luhtuZGEtDkWhFMp4D4PVtRW2ty9S5CWH1ja4uLONMZrhqEiyDYnpx0785F8pFbacwcsjz0PnDFYchEFTZ7jsYQMnCisOh15isknkSjunY+3za4miKIdcvLiN1obhaI1R4c3vqXa4+cYrmExmvOTFh/nzD59nUQk1UOQDRIRqPiNLiBLf9i1fw2hYsPPYKY4fK71i0i1w1iJKUVNHK1KtfPBGiFSJBktadcKd1D9aqc5z2WM2Hm9RgodLoO9fHQoN9BtyL/Yx4S510sl3knaDil2lqyryfI5xiu98xTdx6uQuk4e2UBlQVziBS3M4tFaiFWxtLXjOc+HYlWu86ju+hoFs4SaXmO7usLZeYsLilRvjT4AQrNoNKAO0IYsEtmg7XYWqBLOgP1UNuwGJu7Nk1+ISamKatyk6UiPFqdBdh+9y4UOSMZaZrRGBygGDEQbF/Q+c46arnsfa+iaDzSGrawdeGgcd9FO1g15bY7yyilYOmMfBmBNLUeRkRuOcZZBnvrOOraLqd5A9uCNQ5oIyLdqSit/q+98l/t7NmKTH6IiiDwkAi0oUZU5wChZVw2A4ip3YfD5DKU1RaI5srjAe5Dz/uc/i3s/ewXRScWoLr4JbanSPPHuNa646RllkDMuM2e4EpYXRgNj1SUKJcy2Lo/0PocOWUJRTynML1+D6XhzpFj1x/O856XUFTgW4Q8VFaw8GkAxftTgPL9kGu5gBmpuefYKbvuIKLpk5/NlnY1zlSllSV55CeGgT3vS3X836+gqDAmw9BXE+kSa0sXax8PAPEs6J1BipfRuuP7xsQ3AsiaIyCd9lyZ8kZW60T+HoeXy3lMRuyO3ZKcpJPHecuMjIqxqHFYXOB5i8QGfFZQImDo4DDPopcBRlwXhlzMrqCuIamvnCd7FBMluWBQqFc5ayyHrXy+WMcSRR6RG40V7RF3jB0ea0o12R0M5cq0IkodUiPQm4bfM1RHBNzdqaj/OtFpbFYo5WmtwUrK+uMigM119znGNHVtkdzDi3O6MOBVoDRekL67FnHObY0U3yXDPMKra3HkNrGBfDWECcpAIZF8ylVHDBawdcEvxL2kIdMHUtPd9o2u17ynZop4rt7yTTxnZnoUg6TZdg0IkARFRIzvEEdbuYopThxDVXcOKaI1yQGQ994IGwQCgGZclkuovSwpVXrvPCW25kfX2EMQ3VfII4x/jQBjQz/3zVArKw6GJ6BTpEtobb2nNBtfYpvkinknf2ppyna1MvNSf93bmetYBqmTLORQy+ZQPZIFJaNI7aQj4YorMCneVBrCQHxeCgg37qHbXNmFUl1157HbPphAc/dwEbKG21s6yvrdPUDdPtCRsba53ibp+jpUop5WOVus6xo+n51BSfzqFJ0q3DcNFaz5EQcR2smUh+O/lygFIEXNPg3ArihKqqGI0HAbF1TCa7iAjPec6z+K5XCZPpgt/5/T/n7vt2ECcMh/Cirz7GEev41je9GqMXOCtsz7d4xtXHUQjVdNtniAYxTmO7wZZTHWDqVOe9HN+n7mgqzqm+yEV36kXXuAAZ6e4+eklBGJ7VJfJvQfpKRZcsnmHnMj60yfmT53FWWFvPecXLb8POa379wYe46p7H2LpYMZvu8MwbB6yurvCDb/5bPO8bvpbReMjWQ/ezsjLEFDnUC2xVIeIoigLn6ig6iQNlNLSp44koiSCt9q1sGMyy7JWkk2GF7LUVJebahjWru90Fu1hEkKqOw8TaOWorWOe/48nunEVtWT9yPeVwhXywwp9/4B4eeODsQTE4wKCfesdkMuf8hS2OHTvO9vY2Dz7QFtPgw6H8wNCJ+MIdWQyXt4Zs2QkttNFehS3Msd+FlzxBoPF1Ph6p+MIP5ZOuCR84O5/Powf1YDAMRU+YzaaAoshLTtxwLVXjeNPhK3n4tL8gh6VhczVjc15xxTMOI9QgFttUNFWVsFO6AaVzbW5jh4/juuQSSS3oXBiE7vd1uVY1qDqII4nFWk7ZSnnESBeUEAH+3qSyGyC6xYxBrnEGnJ1z+PAKUlle9vpXc2LaUDeWcxd2eN7Nz6IsC06cGJM1FW7SYOsala+CMVTTbYwO9s0qSatxLuQBJn+rtotnmast7JkGk3iutJCR6xYkca7LiU0gjkjZw+/S2qLsnI3Pba3DWv+frBXq2lJVDePhCtqUoHI+9KHbeeCBzx0Ug4MO+ql37OxOOHPmPEeOHA3OdTpYifoCrbQK1DShcdZDEYmJ/GWqdGLK0+Kuam83tE+BlsTUJkIaOlGdRUZHN/3PjIl5jeAzEkXANg2z+RStDEVRcMUVRxAUG1caNg4NAWFlVDAqFYPpnEOHVrl06bTP45OaejFPPfajoX9r+qRU57/hI7aCt0UqS1eqY2IsBxcETBXVpowEuXiwwvOwCF032luYwvehVVIcWZIQBtbKfEpZeD/nRT1nbe0QqhFufv5XckVtqRvLqbMXefGtz2NQFoxWLfXOOZxt/AAwM6jMsJhOGI2GgeGTcFKcXXrNxHY1ub2dG6SCknQ5WYYs9p4TffqmCju2eP8AbThn47nhnMNZjyS5xhfourYMh6toXSDk/NRP/dRBITjAoJ+ax1133QUofuFn38yZM2cYraxgMos2NXlRUFe+G1lZ6RP5Ly/9TrbhLcShVG9QaK2/gHRwY/OwQBC7BCvNLp0kCBXCxa0Tzm+kaJmcajFHoRiWQy5euhDuojl0ZB0EmqZhvtjCIdTOcsWVXuZ7eGON6fYWOY5Tj9zD6voInSsObxyhmnsj9txonNNLNUgFo/uAlSsdC2cjrgdltAIWrbtO2oU8RwlSZG33TNgCGyYxVko5xaobwKWudd2dbFTGZEVGOw10tmG+fQqpLcNS8azrj6OU5obrN9F6G2lgem5GZvxnOHT8CGo2BecojUZn2rvd7e6iQwyWcpehqO13c1QBekhEXPK5LgNrKKc6+MIu+ZZIm95j/WIigrW1bzJQ1HVN1SgaB27eIMMcrXPW1o+zu2todpqDInDQQT91j3PnznHPvfcyXltndTZnc/Mwk60zXubshFoalII8y2LR3PdY2oqnfg3pxda6x3nloYpFW7dxSYHZkNKsW1jDqxjZk9LRxlUprcjznLqexa1xO29zzmJ9PhSjoWEynwGKaqEpS0VWKyq8cIVA33JhgOeCsVFPSxEVF+Fm7cUVKOktJN47O2F2R7qC8dxd5207XcLu6DymO5544Ix0A0KVOPO3CefL0u+4z29oqpCe4jRGGzAOMWCrHe9eKIIKYLY0C3ReeO67szSLBTiHyTNUKIRKaVzj6XW6ByRLMsjrqYpCQXadgCSsM5H14ojzjV7X7FTslJ3rF+j2dmtbNWbXVaO8+MZa5SmcjZBlQ0xuKMoxn/rUgzx2YXpQBA4w6Kfuce+993LvvfdSDkYMRmM2Ng6xfeFUnGxXUpMZw6DIsbX0hlUdrrzX93i5XKedkZeQdwXaHwatiab7cdKm227Zd9nR41cTmRJN08TFwHOUQ1flJLrHWdcgrkYZzXBgmExniMBibllfXSErFNZKmEI5LxcPnFunBaeWi02QyOhugNelgUnscFNDun6B1r7ohu9CJ2KcXhFPVYJtAV3i6qnEc7sf/Nri4A3NYuH/uzHkeem7USMsqm0vk1cZSucopWhcjdal57rXdXisYzgce4UPgso0rq4R59BZX8MubnmppgvTda3PRrjTcgft9inQsn+BJoE4nOs6aOccAbXGuvAjYBtHkXv2RpaP+PTdn+ZP/uLjB0XgoIN+6h//+fc/RJFZnv2cm3ng/k8jYnAYNBYRRdO4Pe5qXnnovDQ84KS9/6Q6oUFrxelN8HXcvrfUuziAsy50xI52vphCt23B0q5zuLO2Dhdqw3QxpRgOEOdYzOZcuHAepXxnXQwyUMJ8ss3KMAhDqJjuXCSfVBQrq+QmCxahitlsEYwox7hEmKNs2x1bn5QNGFMHhgpYqUNB9xQ0bdrFzIXIMFDW70yovfycusOsW58T1Utp6exMEdfz60j11BrXX0CA2XzK4Ior/XudTrCLOdJYtNGMhwUiitlsSqGHKKUpD68hkznOORb1HK3DDqexuCrIu7PAiUYhTYIXp3h0zyM6FFwnSO2NqaL1aHtvu8TYibuuBDpLDJVi0opIPGdEBNtYrPVmSYs6o3IaKwq3gJW1owxHq5y5ZPjcw4/xu7/7uwcX/wEG/dQ/PvvZz/GM42s864YTZKZAm4osKzDBxcDtQ0TY8+9p6N6eRi6aa3pedIA4Omxax+xD5ySGr7aDqChmad0se2YVGhOyB2ezGUVRhsFdJyXO85yqmvuuVVeUgywuKk3doOsaY7JYlG0m5GYQLSVSaptKoQ2xvoiLjlxglQSzaiVeaBeGjQ4iHNH6dqgkFizFbkXLvvi+UhKYIZ5bLIloyLHX/iLTGdQNNIpqOsMEXNw1NVpyvMWU+A5UOexsgg4skbwscfUifAnWL8YiVDsT8rKATEFVdTi4hL9NS0ppY81SK9CkU447r8QadNmOtLu9c7xrRS/earYL/5XAe25cu4sC5zQOjXWKohwzHK5yx8f+kgcfeoSLFy8eXPx/3R30rV+kF34WsPYkv24O3AwMn8DXEODhu+/mcPmVHFl/ISOVkZMxVBmZDlvSpkJrF3UFLYdZE5zKlg7N5SKrXYRFtBK/ACiFV5cbtLXopvF+E3jGiDbhNbWK3bQfuLlwH1+gnXPMphPMSMJ7854VGkWhDdOdKYJDmRqTjePbqhc1LGoyUexuT/x3UliGpR+MurqlWoSi2UZxtHmyCpQzYIIqzkpnFJSwTdCakCAW3rdAHap3FpJrlE7c79z+Uzejw/yvZXurABkRpXgpRG2UgukcAaqtXYajEtUIdjpHxoX/aNaCVIiCej6nHIxBGcwgx01n/hwwFRi/ZC8ubmGOHUUbDVUT/9qesKLD760LNOhgJCXOm+arutmz8KQddM8K2qU+0cGGNPh2SCjQ0kjIl/SWot73WXDWIDYwSBqh0AVlVvK+d/4Wpz7xiSe8lszCNfxk16ztULOe7NdV//WPb5GTL70L/SS/8I3AfVwuGP6JO64BHnqCX1eAl/zWb2Drmtn2DjsP38Xo0g6PnnuYYlSEAZJFbOWLq9F9EUXPTD+FObquORqFtm5sKX6dbNfLaUU1HgSVmvIJ3UbHAt1TzZHyqxNcvK3i8fkJU/3Q4WobCr3vHTUaPa9R5QAxrc+GCY8h+I5IBx2H4uxFKF0ljIyO5LOq2Gp3PHBa9R0O6sa/Tml635rvuFU/8y9qPlxU4LWvqGjT9lRye7KzSXjSSok3qK9q1ErRtb7RgL/7oArVd8uLRVM6/qF1XQS8JFFoSYhCxKBFcFsT1HoZu+Wui1ZLdOmEwdIaXTmH2E5qT9ht+aLtaXZ1VaOzApRmsjWnmnv7201zmPXbXkKxssb7/9mvMrv/Ppov0Jr3f+TauhZ4+EmuGwI8E7j/yW5kFfC9X4QO+teB7/sivO6vAG99El7nt0RYWMdjswXf+De/FXf6LLff9QGK3KGUkGuHbWZoBZnRvoNdgjZSQ38lXYpIO5lfvp9Ras9th3bmbK2PUZnvJH30lvePznW7MEgwdJBYniLsEJ5H4QU2EfNVOg7ptO5UjIoMow3FpEIGA8gLX7Z1ywlXmJDXhwpNciiQWncHGRlSAAAgAElEQVQcbS/jDrzsVsShVGCntLsOjdL9hUwtar8ADEzyPomily7xSgW7D0HpdB6gI/tCh/8Rb1HdIkXi9IZAY5FFhV4bhGFnxz2Pr9hbYFS0m92TERDNv4meJGmmbnQgbYe357dQR0a9kIfWHKkn6XYSi7gLniXWOWz7e2vsj2dxOGcRYFFZRBkEzfausL1rqRo4cuXz+OyRI8yd4l/ahgdEuPdJuLb+FfCWL0Lt+HfAmw4w6C+N4w1vfBOj0QhlSj51+38is5rhcIXFYhujFSrzlUXUX72d71tL7s/6EOkuSgnwiYgO4jKJTVtkS7DkcBmbQA9tSKqwC2wHv932/tFGedc957wDn3fhSxYe3555aCN14Q9G+wk7unWgwLUwRVttEstQreh7dLQhtE6SwtwVrXanojCBvRG+E9WxHXRQdrrWzzt6Yut0g9Ph53iHVRq/zskyFS78nYQ+3z0dWspyGLDsNdEQp5airYJhv+sCCpxz3okuvnYnaGr9MXxCTodTW/FF2VmS+7jA2vF/+XnlCzZqiChvh7q6eYT3fPQT3H7XffzBH/zBwUX/RGHQB8cTc7z0pS/lJS95CRO3TukmXH3tCT5+54fIc0NZjkCZJbuxLwiVgh4gpXo5hJ2nhP9/1yS8ZqVwthskNlphnApGS1337VSLxHoYRMXi1WKZCq27wNkGFe06bbBEVbVGshSOEM/SABolPheRzl7Vi2u6QhNRFRRWCypE7OrAymixYJUGwgKqcb4Tb7qC1z6XTe7vH9OagHR2cAaDi85DtoNlMD3By55C2wjU0FT7MUbaHcrex3b30Xtl+rAUYqD2Ck+cw1nr2SuSJuH0H9745OC4R2qxZmvTqDPlraIDpfL/b+/co+2q6nv/mXOttfc+r+TkQQJJCCGggICPy0Cx1NFq5dKWa9V6LXZYba+i3tb6LA68entb60Cv9mprtT4QbS2oVQFbXwHFwgUUkfdLHkmAEDiQnOQkOTnZZ++15uP+Medaa669T3hcJSjM3xiQ/dt7Z62dfc76rd/8zu/v+1XGrQB6uaWn3abgzK45Fk+uYSzrMLJyFXt7t0TmxhPdQUce9BMT09PTbNq0iR9ffQ2rpqdZc8Jh3HrzdW4owVg3+u0WlI+rSIuAlxeKsw911WUXFbhWSylBeQ2PRNb4qqwHQEoYoxywK+t+ubwWou7GGhhtyawwzpncuYqbqtOtj1/DNK5J958NUzuhNMuS/458h1519oPcaIsw2hUgbSvn8pp66CENUWPuQtiGwlDlclPKdlZiyqa5F+CXPqGOhfAanGKgyyZwJhGiKTgXVtKF1kAC28SOG6PbNYuj4pgbGxjQ0jAOrp/3E4cV3OH/pSZwvNIWYwXGQq7A4hzH93XnOPTwFYyPL+LOG29n58xeTjrppCFT5Rixg/6lj2uvvZZrr72Wz3/+83wAeO3N/0GatZEStLEOA66Kz+MJsfBTA2p1VKtgU/kPuk7JbRImfljDkSNEsFFpCUXx3UBLACME2h0OM62xXTwzxJZiUMZvCAYTgLV7Sg0plFBH6DJeFkkdLvOR9QJCDODw0iKtcTCDMQMdq5ekWoATHW7QitB/JtTHCKRK3d+V1fdRwS/GVhPjzb1I08CsF5rq35+ioRDmEQo0HuKob5ilw3gIi7i32cCRu8TGvdZJfSg/7VkPpFhcgRZpCiKh2zMsnlzOkiXL+ObHP8m2JZOsXr06XuwRg/7Vj/VHPpOjjzmO3nyXB+6/G9Fx1Dj5ODFo2RAJko9Qtt1mkzEGLUMbJD95qAUmNd6iyYkTOeiAAO4A6TnRUlNtZgpRY7IaXTuS2BxpJVIXaOMw4ZK/K/zGmSQsjm6PEJz1UjWEEhR9I1TFcJAWSHwxCih3wmmykhTG+aAqMwQpJAMQh6w6eon0BTJvHNPWMAgMDLPI5vGNcd27LqGMhHrTNZyEFEPHG7qpPsq+QxPisAhtPLRBDXFYp/Fdwh0Om3b3EV26pthSjtZzojUVHFYUBdokGCvY15PkuoexgtVrj+SgNeuZXLqc7RdewIVLlsQLO3bQv/ohgB9efhXr1q1n7+weHp66D2P6lWfhE8H7q/U3RJMlUBqBlnKTZV9r645QiFB/enhZ7t4XTOt5XQ6JQBuNsRpjdHV8K+rlvw0gEWEW+KYGoIBy4Mb1tzX2jTQVg0OWxdOfsBxZlgsxYsLNUNH4onzRD1YP4bCQqJkYtoJlZCVqnxhd2VOJcsVR9e426PiDLt7a5s8l+APR+EkGhbn+ebmu3aBLiKM0dy3XZRVtzq2iLG71ZisowxdsXLFWyhVopTSFcfsaeQHdfoE2cPTxR6Fpsa/nNhbjYErEoJ8yBfqU017D1juuYNfoKFl7hLw37xox+cSwsm3Drds0kc1SwtSIyr25pLaZAI8WgeN1OCPu6pauOlBbuXVJkE6i0miFScxQtys9lowdVPGrKS0NKEDaSsg/wSJsgJFXm6KiHneXnnEQPu8POlikyza+vGkYYQMYJCzQxv2c/GcuiRKJTdw3azRYg/EFWjYYNsYzQwY9FUNoo+aG29K1vPp8C+lpBLiE1oHIUSCkhaghDu+CUhbx0jfWmPpmppRpFmhtMQj6uWC+b1FacMjqtRQmYe++qFoXO+inYKxedwTjk0s5/rjjuO3Wa7z2cP9xHaMpgmcCbej9Q9Wh00q4gVS7dztTUOeCrRtYbc2CMBUMIrDVkImwCuNZGdqB26SmcJ20ToaKnTD11mIS8KzdMEvZIUvwE4+eZO2KCKaCeBwM4lkoHl9OlUJIiT+t53TXAy8hTFHr+MvailUGewLScaQrP0Tph4RK7B03XYkUCG2wWqOK8lxJ9d0nA4JQFeZta+jDGlMxeqy1sNDkqLfgqrzU/eZkUhQUeVFv+JWF3MpaW6NUNfT2Z8YzOrTWjv9sQRUapZTTDOn3KXSKsYJeLjn4kMNptUdR2UFMTW2n2+0RXQcjBv2Uix9edhWdVsra9UexadPPsKZA9YpqZq3hr1f65A2+0OA8B53XAP0O2+TXDi6Xy05aiFDO0lY7+qIabPNDJUi/GeWwc2FsDUFgAxU1V3C0d+gQftBjaMDGY7Xhv6+chKw260pIQZSQhXdgqYZ2qIq0k9F0mK+t5J1t6Q2LCZAk6W8molpfeDjC1IwLrK1of5UnYvXvrWEPdA0z1F58oVt2AGtQY0bCmmbXXJMjFyjOAWujnCCsLK8ESpcbfrXxa1OdzlYG3lobb9gtXIH2MIgqDIVyo99FYelrfw7ZYfVhz2Ri0WKuv/FmHtj6EHNz+2KBjh30UyskcMrvns5f/8938o63vpHxiaUURY+9/b2U/AHRKKKlKWqplSxqs+kAaigF742oLLA9s2B4CiZcYlfyO7Yu9O4zaL/TH6jBWQK3Zq+f4Slx1Yi2P730E2nGGExZnGxTSa4u0qLe9LSmGgNvYrWyZlEIUTmthJZf5ai7CZb05b+xwtFLk9kmQA8BqwQMfkjSd8shw0TUP8gKRvIFXJuKUTFYoN00oKk6eivq7j7Elqs+2e6P1dN0SClHs4X2EiQIdzM1AbBlamy6FMlTytR8Z+WgDwsUhUUVXrUuh773HmwtXsSKg9cwuXQpH/7ER7jllpu5/vrrOTte0hGDfirGQ9Ndbt04w+++4o/YuWOaC7/6j4x3XCeZptKPpTnzUG0K3+UZ0iyrNtBU6b1nNSJpVStm5f39hEhptVJkYrFWNdxBG7hv4CRSPlZ2WD2vhC8azANfsDOZVliJ8OPYSjszWFWYYJilhiPq8qgRwnfZjc1JVR/PJJXcaCJENUgSbvxp/2eWK5I0RUk7dEMKR70lYEXpRF4EOESNcUsd0vJkw2asuul6SVSpwfYNOrMVBl16IUoUVmg3k2dltTeQ7NeHUgzkQZcd2J8ZJBjICkm3EN6WzJQqSYEynxtWqgeWMrrzfbQ2KCNAOKf5IrcUOvG63jDXd6+f8YY/5uaf3ceOWx/kvPPOQ8TWOXbQT+W4//6tXHPNT1m35ncwos2xx5/Itq23Y7Si3+uSyBqDTLwrdSoTtPYFpWqbhb/Ma4ZAEgj0mIBVUK3zbQUm1M+HFXcBGGRQ7TQ8jrv4Tc1qEBKDm0TT2qLDplO4m0cqReMc5WvlEIlouMlYrNb1RxN1oa/hEAItawNodCIIB3kG329L0aJSalTbxtRjJUTln5eIYdgh+F6sckXaKFtpaJjShkrY6gZTeyyWYkcDfpS+qDbtBxdw4/ZwBgZMrugXulyEUNPKrf/5lwXaTw+qvlPWS1PmuzlK9V3TbVv0+gptLEnSYe3hR9BqjzC9q8tdGzezZesUShXxAo4Y9FM7NmzYwIYNGzjllJcijOTwI57B7I77yfM+e/bspZ2Jqj6kiUQKQZomdLvz7kKWst7pF7ImgUhROac4U2bt2QyShntJWaSHRtrEEFItFnDBDtlg1gLKVF1t4jfrnPtzXaBNMHgikgDuEAFeIK0TUvKDMCVrouQWu3uIU+QTDFLnyq7XgAGdyKEue2hEuzx1Ymrt6VAMSQyPTA+GKHU2NCS6HvRwDAlP+ROmciI3tsbqXVEc1veoqXSDBVpUEEpYoEWu6Ofa7xOI+r7qKBpYa/zmn/t7vV7OyMgiZJKiVE53PkdpS5Zl7OsqlDJMLpvkkFWHMT6xiPse3Mk1197AueeeGy/e2EE/feL1r/9jfv+VL+PNb34jqx96kG53H3v29smysiIUGHIsllxblEmRQpAkSaB+Z9Emd5N61iJFWtXZQhmMKbC25fU1BoYjGti0GEDLh98zXKhKelY9qu68DEEXmsIW5Lop2Ck8RFGbwzprq1KHOhVhYa16dKxsFtny/YPF1yoHmeQ5j/r+2im8idGXedJ4Xgffjhi6pUltoNDkeTmoErSy0lYiU8E2gXu8wAShw41lUJxtZa5QdtHGuG1NYS2toiDP+7V+tNUeX85RqqgcUvwgIUUhmJnd4TdbO6TZGGlLsmdvgZUtZEtw7LNPoGgvZ0Z1eMtbzmBmZiZesBGDfnrFLbfcwqtefhoTnTZydBWjWZ9jnjXCxrturi7uVLqLOM97ZFnH087qTaASYig1N5KkYhL7oYqBqYdQSKdk/4oBqEPspzoPhQzcRwKJ5HAjcxDOtuVy31YdvPW2KE6Q3jQ3I0tcutyQRFZQiLQigEXczp7zZ5ROm+KR3u+fH+qIQ9NYAv40Td700LpC+w03PYh9O0ZJCXFIK5qPA9sz6788U0JGQniXk5rzXA6VWO3VVawl0YY8V+5noctVk0VrhVbKu+6UKuLCmcGY0gZLUPQVIMjaY6w57Ag6nRGWrHom1910N9t27Gbz5s3xYo0d9NMzEgEtCaK9nHZHsXxylHs2b8YY5S92gbGKorC0xtve6kgFrtPad1NgrKo7Uyn9ZqHxQyRigZobOH8PVKmFR49DHFY0cBAxoP8RKqQNVnttbNAdB1oZkmanX41im0AmtNbOsKLexHNi/M5/UUBFKdvf+xvPW7vgSiL8bM37UlOMqqTaJcoV6bJAl3Kmrtx6zWsrq8fCykE+jeMyKx1YXsmqKA8XaEd17GhDnjsfSV30fVduKz2UUujf+vHzXFmMTZw3poZCKayFZSsXsfrQtYyPTzC+dDW33/ktPvy//0+8SCMG/fSNT5/zRb713Q189GN/z9T2Xfzl+87kh9/6Ort37+Z7372AmZ3b6XRaHLxyNbOz2wBLIiBLvT+HkE6JzlqktRjV86PXEkRGSc0ywbJaPAq2KkzTQyQU62lS9FxxkiKpRYVKSU4rq/9K0KRhYCpqF496WC+gl1lZiSdJ6VxbXOGz1SaelDTGsp2jikYK6Asz8P7Bx6ZhhlBrawx3067braGIQg5/aYk2mL6ilwxTHBQmgDV8gca6Al23zhWmr1URFGjhcGuHfVTddFWgrSWZm2dPISqsOUkShHCO7JbU4+EW6yd/RNpGWIdW79o9x9JlK8myNi899fe4e8tu7tvRY+rq73DLrXfECzR20E/vmHp4G1MPb+O6665j9+7d3LlxCz/6yfW02xm/9qKX8rPbrsMYxXxvN0p79TvpeLdCWFIpSJLUFVppsEYFhbccamh2sNYOK6o1F/GhJoRgYdQ6dJc2rjja8jglrzgZ7sAr6FyEczcDQHeNjdiK+G2GsWkTQhaug1ZKI4VAl8A2TV2RivESIBhJMOxDwPoIv6SwQAuxAG6sDbJQ5IUMvmR3VGWtcxovC26JfVtRS4wGq5gGU8LK6j3WD/6Ujy0GaSxGa4xJaiU7IT3kIyvdDaXrjcfCFCRpihCSVWuP4Igjj2VkZJRbbt/MA9vn6PYUa9asYWJiIl6gEYOOAXDmmWdWj//gv/0Z7333n/HuP38z0zum6PfmeeD+3SgrnTKa8cMkXn85875/1pr6Ag50lcvJs7oA2aGiOCAhvfDjIXJ06V5SO5K4rtB4qlhACyu74gWK9UJwSkMyE1OrwQWSoQbdgCwQhlQ7PQyV1DeQwffU+H1ZA9OB70IsiLYPryiaHbQsFP3cM1VKvrJDP7D7GUoZOpYFpVXjzA383jR1OWRp6mpkNbAkROJgKkQlyJ+r+mc+nytGx1KSJOOQNWtZu249o6NjfPXvzyfPc6y1PPe5z2VsbCxemLGDjrFQfPG8r3HpZVfy/JNOZt2a5Zz6n/8Ll1+2AYGllcJ8d7cT5+kXJDJDCEikcCoSfpIvlSkS5eRFhR2qsQ3KWYhDB5CGCOVMhwpXWSw0ga2LgxKMQVhdYdON/w+378PFqnKTdbirCHcudQ1ThNZWYEmUcRBHMWyGGxojCKGR/h6mhIIFbZPNgoV7oUm/TFsocvaJwuv7l3Q64TrlcPFQrm7CYcP98PgGJ/UbMJEv0oIEIVNvRiwrKGM+93izsSDbpK0RhEwYH2lxzPEnMDo6zvqjf53PffYcLrnkEj7/hS9x7rnnct5553PVVVfx0EMPxQsxYtAxFort0zvZPr2Tgw5ew5LFYyQjB/HCk19Cr9flvk13kPd7GKNRhabQTm5TIDEm8Utg4y/UJOh4CTDXspgOUsbsMOZQ+rTaQbdxG5bpoKjXriKDziJDZaih5tkQIgmOt7DLefMA9WPT4BHb/a4AdCW5oWFBwXzbhN6rWZ9hTMYY473+ksDQtYZQmnuoNjB+rdkb1b93gQ5+eN9AVKshY5TbFPXekMaZz6C0RRvX+7dbo4yMLSZJMp7zn15IrjsYm3DVj37MnXdt5KZb7uCnP/0pW7bcz65du6KMaOygYzyW2LBhA+vWHYaWEzzz6GOY27uXHdu3M9/tonVB3i9Q2g2zSJFgTOqLg8MgrfXC8aEjyED5G66VZqhEloVdNGRCbY0RV8XMNjbjBgtZyVYYOr8YgFps+HceqSgvUPGtfVQB/Ib2hbGI/b29WnnUrJKFVhLGa49oPdxdSzFwPuouuPF5/I5hkiSPCLnUQ4eeWqhxWs+WyrwXQCnh4RvB6NhiJiaXk2YtjnnWsdyxaRezcwWnn/571XHPOONN8YL7ZeygIwb9yx1f+9rXufKKK/nAB/6axYsneMFL/wC9Zyvz813u/tmt3HvPRozRzO3rkaQjbgBcSvp518tfCoQtFmwka2i6ppSJAd2OUh3NBt2bCFxXJNTjy7bm3yphUX6KUcpSFEmQJmlQHAcEgMxC3GQ5gF8vVHD9n8Z33I/yfnfgwKcRu2ARt4Gpa+hn5bjK1hdkBym1rAWZ1sMx5WfSurLg0jqg0Imklk4NlxuSQOTINGCfhoFAudgRGSIZAQR5oSmUxhpLZ2SCNYceRrvd4fknncyyVYeStdpc/ZN7+cqXv8Ll//eKeHHFDjrGzxszMzPMzMxww403sW7dWo499iimZnooZehMruPEF6ymyHOmtm5hevphrDUUeQ5ItHadlRnoQ8VAz2y9dkfdKddL+qqILFjkageUUh9ZSJCpRSayEqV3U8d+7R0IWg+b3IZdY0DdexyWUJXv4v7qcqNL9yPTwrLQ5HsoD9qYvPRj6I7SZkm0dB6PQlY3DGO0e0+pCgi+Oy5pJLKhWxgq4dmgKJcfxvox/hImMVYiLRRK0/f336w1yvKVy8myFocfcRRLVx5C1mqTtJciZRtByjXX/JRNm+/hjjsije5XooOO8asRZ599Nu9659s49ZSXsPmBPWRZxoqDVnHk6hF68/P0e332zffRSjGXz2KtwqIwVvmlL941e3DsW3iqlh+mEKKaxRBe76PGrxfoNEsRIuGE6oUAmRhXjKwbqimV1NwyXDeg3bCLDB+XBrXGD1s8xgrdYI8sVPhruLekrzk2iB2EfEQIv9ihDdZ6bBxSYdyAp3BF13pxIrDeiKAeN6/dUiTKlnrNOMcTa70RpKy7e/9+Q0C5szgpVwtaC4zJQAjGxpewavVa2p0OxzzrWCaWryTJWkxNdclz0Epz5pnviRdT7KBjPBFx3vlf4YorrmL3nllee/rv8z/e8y6++OUL2L17D1/43Ke486ZrKfKc+++9l3s238L47ll2PHwbhcrBWnShvAO2IM0SsixzhSDJkIkvKOXS3Vpyrfxy23GbM7+ET9MUkSZYa5nvzntmRukwYkl7in67hW25gYh2u1UXNSGCQqoDUfmax238KLIQglS2Bsar9x+JdHBD8igbbeFjk2jEIAbu+9TKSsrW05VJkgQWU+570saSFJZ+4OSCcJeXEbIxfl0bpghIykKcQpJ6OCit9iyVNajCeBsqVd0wpMwQSUZiYc1Rz+Lo459Nu93hmGOPg86o0x2xCSpX5Lniwgu/y49/dCVb7r83XkQRg47xRMWOHTvZsWMnABs3bubyK67i1ttuZ25uH/ds3cblV/4YpRTbph6i29vDitk5fv3Fp7Frz0MURcHO7dvYNTONsYai6KNzW7mKlMv8LEkq6CKRWTBuYiqGhrYW452zs9ZoTaPzwyWu8XPjxAiv8iYGxsF90V+o4xUeKnkcwiBNMHrhF2u4IKBRaK2rTc3aMb0p/G8sQYF2qwprLVIm3k/BgHTdMkI0BJWKQlerkCTNam/HatTbMS9KO7I8N1URd4xCtyppj40zObmEJE05+OBVjE8sJZWS5Z1JZrJx+gaSbJRN906xb77H9Lbt6EJhjOW2227jzrs2cvPNN8eL6Fetg14PLHsSTnwUsOgAnzcDjgNGDvB528AJv+BjbvrGRfyvb1xU5ScC73/Fa6pSdPIb34jpdnnZfz+GbdtHyft92laiuj20UszOK5TKq0EWIR28IVrSaXkIQSoThyX7Au00pi1KF6A0QghGRju1kLwfR27hxeC1R1jLicPAriu8KVSwQSWQFNbzUjL1MXTQxk00ZsY8lmruNiaVqs5bbmTWAlC2mqgsnVsyD4dgRenXTQZkVtMu5UM9Xc4CvTxHpm7l0coyZJpWBbpEb5TV1eO8r5xyHa5op1mGEJKJ9jgrlq6g1W5xxLojWLp8JWmSkNoOux+eZ9++HhjJ7Tfcxf33P8SXzjqr8a21/O/ILyp+0cd7LDHvv+sDfd5ZX7MO9HnFyb/5XPv2y2/CHOATHwFsggPua3YocP+TcN4VwPYDfM6J005jot9n8W++iGf82nEO89UKk/cwWtObm2N2+8PoQjG3/WHmd+3EGo3qduvhE+/uUhYvmTo5U5HIynrK5v0ao5YSmUhafYXKUrQfFDGqwCoNQpB2WvWHNJoFucqBgH3TnupRCrS/aahU1p26XXhEve4WRG04JuvhHDskhu0x3yIHmfipxhSkIDGWpND0M89D19qzXwRJZ9RvdOKczpUX1y+MFzACIVOE30BMRyfoLJpEpCmLDj6E8WXLSdKMscVLIXNY8wN3Pki/28UqxcxF32CmMKAMyeIx1PQMptfHPPjgE/r7tRLYdoB/py2wFtj6JJz3SOBA6/qlGXD6k4GlAq97Es77KeDPn4TzfhD4KzigN8Lf1poXao3p9jlZKbfsNs7Y1BjLPmPZbmB00STHnvwSFqcarRU7p6fZ192D0Zq9e3YxOzuDMZq8N4/WhSu4ViOt8Z4uzmZJVDiwZLKX0++0ydOy0DoZTAFkaWX658bE0QFEYgYYJt6T8DH+m0cKp8XRLQultY/4J0DaTgZMHkvEvTJ89OL6on4sylVFggVa2jCaK2bKm4+tTXw10iP7np6YOB2MTnuciUVLkEnK0iUHMTI2QSITJg9aybbpWfJccc3m21luIbWWxcaP1SO4JVfMzvdBKfbecCsffxJ+p88G3v8knPcfgbc+Cec9H/ijiEHH+EXFxRdfzDHAty+7jA98aP/ve9MZb+Alv/1qVi5ro1TB9iVT7JndiVKKndPbaY2OorVm755Z9s3NYoyh3+9i8xwhYKydYlXumAVaodAUuaFIDLYaQ09IE78Z6CEF63VF6sFG42yagk5XCIFMhkee97sk3N/z+5VQxY9Hl4wOKvlWbepCXiMmgqzVqZ7X2qC0BW1o5RqdUm+i+k2/ubmcJEtBCDrtEUbGxpAyYXLxMpYuXU6apqxccQgTixy+fNAhq5m/dQt79s7z1jMfuSSsB14Rf9Wf2hh0jKd3XHDhRdxw4420Mrfxlff7KJWzeHIpz3728zjrrHfRyhKWjCfs2rUTpRUzMzvYt2cGpQp2PrSF3txejDHsm93Lvu5eUpvTVYp53XPFzBiMdSyETFJhzwJBWm5IJhLp2RpJ4pWgsK7zfqwttHHvN9hHLOCCerim252v/3qwxDFIJzzkMIhqA7Hf03XhLvVKLCTpCKOjkwgpGR8fp90ZQyYpJ65/BqMTi5FJwvLlK1i0eAlSJszskdx86x3s2jvHO9/wbrKs7XDqdpvZuZ53qonxtC7QkQcdY9eu3Vx//Y1Dz69atYqx8SX86Mc/IUsTJkYke+cc9DE7u4ejjzqO1mjC8c9fh+73sMagej368/Okc126aPb257FG0923l15vHmsMRX/e2TIBVjb6X8oAAAUpSURBVBWY0vVDF1ijvfmAqUSJCt1/zP8W5wsIPc+aELX5YkNCNCzQIu1UkEUiJNJTCZOs5YumJMkyEt8RZ2mbVqvjNkjHxhkZHSc1hnGRIZYtddZdnQ4yc9TCsdEJtjwwTV4oHnxoY/UZ9sxJNm66l253nltu3xR/EWPEDjrGY4+pqSmmpqa4+OKLF3z9+5dcwqLOCIeuPxxU7sDZooea72Fm5+ih2dOdQ2vF7O5dzM3NYYxm395ZtGeD6LxPr++6bFUUjpqHRRUKdOGBkF4FQYjAdLWm6tVef8ZojFVoP04uqo0/z02WZd8u/LSkoN3pVJ1ymqaOKgckmaTTHnFdbadDkmQIIeiMjDA2Mu5gislJFk1OIrVhTLZorTjInaPVgdQVdAq46Y7t7No9z2WXXckVV1zB3XffHX/BYjy2Djpi0DH+f+Lt73gHaSJZtGik9LhyEqjGcILSbMXygJ8gVKqopgndsEaJ+br3H7LmcF716tfwptf/V9I0pShKw1NDoeZr81RjUV7/wmjjLJ2o6X2y18cajRnxmiRJSRN0uHA5mZdIL2ovBO12ByEcRpymCTfdtoV93XkuuuhCrrn6P5jdvQMh62lAmSQk0vGdszR1vGRgHZLrW5m/KcgGE2Xnrr0UhWLXrl3Mzs7GX54YsYOO8cTGnXfeud/XnglMAzc8xmOZdII777qbK666miRJUEqhtaP4KdV3okWeMqdNaZJr0KZSScJY6OQ5GMN8u13piJRFOU2kG7XGy7P6x1nW8iL3rqBvvOdh5nt97tuyla1TO5ienn7Uz38Sbpbg6vhrEeMX3UHHiPFkx3333cc555zDOeec83Md5zQHKvCd+JXGeAqEjF9BjBgxYvySFujYQceIESNG7KBjxIgRI0bsoGPEiBEjdtAxYsSIESN20DFixIgRO+gYMWLEiBE76BgxYsSIETvoGDFixIgddIwYMWLEiB10jBgxYsQOOkaMGDFixA46RowYMWLEDjpGjBgxYgcdI0aMGDFiBx0jRowYsYOOESNGjBixg44RI0aM2EHHiBEjRozYQceIESNGjEcp0FNT8MMfuv/KOBD58w/w+cr8duDSgdcvvfTnzy+99JHz0y7FuZkCP/iBey7LmvnISDOfmGjmk5PNfNkyl3//+y5fsaKZH3II3At8xuerVzdfX7vW5Zdc4vJ165r5+vXN/MgjXX7xxS4/6qhmfswxdf6WSyE51uUbNrjXjz++mT/nOS7/3vdc/rznNfMTTmjmJ57o8u9+1+UveEEzf+ELYTvw9u+4/OST3evf8fmLXuTyb3/b5b/xG838xS92+be+5fLf+i2X//u/u/yUU5r5qae6/N/+DT58KaS/4/JvftP/zE9r5i97mcsvusjlL3+5yy+80OWvfGUzf9WrXH7BBS5/9atd/o1vuPz002EOOPXrLv/DP3Svf+1rLn/ta13+r//q8te9rpm//vUu/+pXXf4nf+Lyr3zF5W94g8u//GWXn3GGy88/H35wKaRvdvl557nX3/IWl//Lv7j8T//U5V/6ksvf+laX//M/u/xtb3P5P/2Ty9/+dpd/8Ysuf+c7Xf6FL7j83e92+RGfd/lf/IXLzznH5e95j8s/9zmXn3WWyz/7WZe/970u/8xnXP6+97n80592+fvf7/JPfcrlf/mXLv/kJ+H7l0L2Vy7/h39wr5fN7Sc+4fK/+RuX/93fufyDH3T5xz/u8rPPdvnHPubyD33I5X/7ty7/8Idd/tGPuvwjH4H/BybMptKhQyPxAAAAAElFTkSuQmCC"}}},{"metadata":{"trusted":false},"cell_type":"code","source":"# pour le blanc\nb = (..., ..., ...) # remplacer les ...\n# pour le noir\nn = (..., ..., ...)\n# pour le vert\nv = (..., ..., ...)\n# pour le brun\nbr = (110, 44, 0)\n# pour le chair\nc = (250, 219, 216)\n\nmatrice = [\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...], \n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...],\n [..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ..., ...] \n]\n\n\ndessiner(matrice)\n","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Nathalie Maïer \nInspirée par une activité utilisant un sensehat de Stéphane Renouf.\n\n*Les activités partagées sur <a href=\"https://capytale2.ac-paris.fr/web/accueil\">**Capytale**</a> sont sous licence <a href=\"https://creativecommons.org/licenses/by-sa/3.0/fr/\">Creative Commons</a>.*"},{"metadata":{"trusted":false},"cell_type":"code","source":"","execution_count":null,"outputs":[]}],"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"}},"nbformat":4,"nbformat_minor":2}