{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Le traitement numérique des images" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Cette page reprend\n", "[l'article publié sur le site web Images des mathématiques]()" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: Base.UTF8String is deprecated, use String instead.\n", " likely near C:\\Users\\Ayman\\.julia\\v0.5\\IJulia\\src\\kernel.jl:31\n", "WARNING: Base.UTF8String is deprecated, use String instead.\n", " likely near C:\\Users\\Ayman\\.julia\\v0.5\\IJulia\\src\\kernel.jl:31\n", "WARNING: Base.UTF8String is deprecated, use String instead.\n", " likely near C:\\Users\\Ayman\\.julia\\v0.5\\IJulia\\src\\kernel.jl:31\n", "WARNING: Base.UTF8String is deprecated, use String instead.\n", " likely near C:\\Users\\Ayman\\.julia\\v0.5\\IJulia\\src\\kernel.jl:31\n", "WARNING: Base.UTF8String is deprecated, use String instead.\n", " likely near C:\\Users\\Ayman\\.julia\\v0.5\\IJulia\\src\\kernel.jl:31\n", "WARNING: Base.UTF8String is deprecated, use String instead.\n", " likely near C:\\Users\\Ayman\\.julia\\v0.5\\IJulia\\src\\kernel.jl:31\n" ] } ], "source": [ "n = 256\n", "name = \"NtToolBox/src/data/hibiscus.png\"\n", "f = load_image(name, n, 1)\n", "imageplot(f)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Les valeurs des pixels sont enregistrées dans [l'ordinateur](http://fr.wikipedia.org/wiki/Ordinateur) ou\n", "[l'appareil photo numérique](http://fr.wikipedia.org/wiki/Appareil_photographique_num%C3%A9rique)\n", "sous forme\n", "de [nombres entiers](http://fr.wikipedia.org/wiki/Entier_relatif) entre 0 et 255,\n", "ce qui fait 256 valeurs possibles pour chaque pixel.\n", "\n", "La valeur 0 correspond au noir, et la valeur 255 correspond au blanc. Les\n", "valeurs intermédiaires correspondent à des [niveaux de gris](http://fr.wikipedia.org/wiki/Niveau_de_gris)\n", "allant du noir au blanc.\n", "\n", "La figure ci-dessous montre un sous-tableau de $6 \\times 6$ pixels extrait de\n", "l'image précédente. On peut voir à la fois les valeurs qui composent le tableau et les niveaux de gris qui permettent d'afficher l'image à l'écran." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "slex = 19:23\n", "sely = 62:66\n", "floor(255*f[19:24,62:66]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Stocker une image" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Stocker de grandes images sur le [disque dur](http://fr.wikipedia.org/wiki/Disque_dur)\n", "d'un ordinateur prend\n", "beaucoup de place. Les nombres entiers sont stockés\n", "en [écriture binaire](http://fr.wikipedia.org/wiki/Syst%C3%A8me_binaire),\n", "c'est-à-dire sous la forme d'une succession\n", "de 0 et de 1. Chaque 0 et chaque 1 se stocke sur une unité élémentaire\n", "de stockage, appelée [bit](http://fr.wikipedia.org/wiki/Bit).\n", "\n", "\n", "Pour obtenir l'écriture binaire d'un pixel ayant comme valeur 179,\n", "il faut décomposer cette valeur comme somme de puissances de deux.\n", "On obtient ainsi\n", "$$ 179=2^7+2^5+2^4+2+1, $$\n", "où l'on a pris soin d'ordonner les puissances de deux par ordre\n", "décroissant. Afin de faire mieux apparaître l'écriture binaire,\n", "on ajoute \"$1 \\times$\" devant chaque puissance qui apparaît dans l'écriture,\n", "et \"$0\\times$\" devant les puissances qui n'apparaissent pas\n", "$$ 179=1 \\times 2^7 + 0 \\times 26 + 1 \\times 2^5 + 1 \\times 24 +\n", " 0 \\times 2^3 + 0 \\times 22 + 1 \\times 2^1 + 1 \\times 2^0. $$\n", "\n", "\n", "Avec une telle écriture,\n", "la valeur de chaque pixel, qui est un nombre entre 0 et 255, nécessite\n", "$$ \\log_2(256) = 8 \\text{ bits}. $$\n", "La fonction $\\log_2$ est le logarithme en base 2, et ce calcul exprime\n", "le fait que\n", "$$ 256=2^8 = 2 \\times 2 \\times 2 \\times 2 \\times 2 \\times 2 \\times 2 \\times 2. $$\n", "L'écriture binaire de la valeur 179 du pixel est ainsi $(1,0,1,1,0,0,1,1)$,\n", "où chaque 1 et chaque 0 correspond au facteur multiplicatif qui apparaît devant chaque puissance.\n", "\n", "\n", "On peut écrire toute valeur entre 0 et 255 de cet manière,\n", "ce qui nécessite d'utilisation de 8 bits. Il y a en effet\n", "256 valeurs possibles, et $256=2^8$. Pour stocker l'image complète, on a donc besoin de\n", "$$ n \\times p \\times 8 \\text{ bits}. $$\n", "\n", "\n", "Pour stocker l'image complète, on a donc besoin de\n", "$$ n \\times p \\times 8 \\text{ bits}. $$\n", "Pour l'image montrée aux figure précédentes, on a ainsi besoin de\n", "$$ 256 \\times 256 \\times 8 = 524288 \\text{ bits}. $$\n", "\n", "\n", "Pour l'image montrée à la première figure, on a ainsi besoin de\n", "$$ 240 \\times 240 \\times 8 = 460800 \\text{ bits.} $$\n", "On utilise le plus souvent [l'octet](http://fr.wikipedia.org/wiki/Octet) (8 bits) comme unité,\n", "de sorte que cette image nécessite 57,6ko (kilo octets)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## La résolution d'une image" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Afin de réduire la place de stockage d'une image, on peut réduire sa\n", "[résolution](http://fr.wikipedia.org/wiki/R%C3%A9solution_(imagerie_num%C3%A9rique)),\n", "c'est-à-dire diminuer le nombre de pixels.\n", "\n", "\n", "La façon la plus simple d'effectuer cette réduction consiste à supprimer des lignes et des colonnes dans l'image de départ.\n", "\n", "\n", "La figure suivante montre ce que l'on obtient si l'on retient une ligne sur 4 et une colonne sur 4." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(::#1) (generic function with 1 method)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sub = (l, k) -> l[collect(i for i in 1:length(l[:, 1]) if (i - 1 )%k == 0), collect(i for i in 1:length(l[1, :]) if (i - 1 )%k == 0)]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "imageplot(sub(f, 4))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On a ainsi divisé par $4 \\times 4 = 16$ le nombre de pixels de l'image,\n", "et donc également réduit par 16 le nombre de bit nécessaire pour stocker l'image sur\n", "un disque dur.\n", "\n", "\n", "La figure suivante montre les résultats obtenus en enlevant de plus en\n", "plus de lignes et de colonnes. Bien entendu, la qualité de l'image se\n", "dégrade vite." ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "klist = [2, 4, 8, 16]\n", "clf\n", "for i in 1:length(klist)\n", " k = klist[i]\n", " imageplot( sub(f,k), string(\"1 ligne/ colonne sur \", string(k)), [2, 2, i])\n", "end" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Quantifier une image" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Une autre façon de réduire la place mémoire nécessaire pour le stockage\n", "consiste à utiliser moins de nombres entirers pour chaque valeur.\n", "\n", "\n", "On peut par exemple utiliser uniquement des nombres entier entre 0 et 3,\n", "ce qui donnera une image avec uniquement 4 niveau de gris.\n", "\n", "\n", "On peut effectuer une conversion de l'image d'origine vers une image avec\n", "3 niveau de valeurs en effectuant les remplacements:\n", "\n", "\n", "- les valeurs dans $0,1,\\ldots,63$ sont remplacées par la valeur 0,\n", "\n", "- les valeurs dans $64,1,\\ldots,127$ sont remplacées par la valeur 1,\n", "\n", "- les valeurs dans $128,1,\\ldots,191$ sont remplacées par la valeur 2,\n", "\n", "- les valeurs dans $192,\\ldots,255$ sont remplacées par la valeur 3.\n", "\n", "\n", "Une telle opération se nomme [quantification](http://fr.wikipedia.org/wiki/Quantification_(signal)).\n", "\n", "\n", "La figure suivante montre l'image résultante avec 4 niveaux de couleurs.\n", "Les 4 valeurs sont affichées en utilisant 4 niveaux de gris allant du noir\n", "au blanc." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "quant = (l,q) -> (round(q*rescale(f, 1e-3, 1 - 1e-3) - 1/2) + 1/2)/q\n", "imageplot(quant(f,4), \"4 niveaux de gris\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Nous avons déjà vu que l'on pouvait représenter toute valeur entre 0 et\n", "255 à l'aide de 8 bits en utilisant l'écriture binaire. De fa\\c{c}on similaire,\n", "on vérifie que toute valeur entre 0 et 3 peut se représenter à l'aide de 2 bits.\n", "On obtient ainsi une réduction d'un facteur 8/2=4 de la place\n", "[mémoire](http://fr.wikipedia.org/wiki/M%C3%A9moire_(informatique)) nécessaire\n", "pour le stockage de l'image sur un disque dur.\n", "\n", "\n", "La figure suivante montre les résultats obtenus en utilisant de moins en\n", "moins de niveaux de gris." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "qlist = [16, 4, 3, 2]\n", "for i in 1:length(qlist)\n", " q = qlist[i]\n", " f1 = quant(f,q)\n", " f1[1] = 0\n", " f1[2] = 1\n", " imageplot(f1, string(string(q), \" niveaux de gris\"), [2, 2, i])\n", "end" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tout comme pour la réduction du nombre de pixels, la réduction du nombre\n", "de niveaux de gris influe beaucoup sur la qualité de l'image.\n", "Afin de réduire au maximum la taille d'une image sans modifier sa qualité,\n", "on utilise des méthodes plus complexes de\n", "[compression d'image](http://fr.wikipedia.org/wiki/Compression_d%27image). La méthode\n", "la plus efficace s'appelle\n", "[JPEG-2000](http://fr.wikipedia.org/wiki/Jpeg_2000).\n", "Elle utilise la théorie des [ondelettes](http://fr.wikipedia.org/wiki/Ondelettes).\n", "Pour en savoir plus à ce sujet, vous pouvez consuler cet\n", "[article d'Erwan Le\n", "Pennec](http://images.math.cnrs.fr/Compression-d-image.html)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Enlever le bruit par moyennes locales" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Les images sont parfois de mauvaise qualité. Un exemple typique de défaut\n", "est le [bruit](http://fr.wikipedia.org/wiki/Bruit_num%C3%A9rique)\n", "qui apparait quand une photo est\n", "[sous-exposée](http://fr.wikipedia.org/wiki/Exposition_(photographie)), c'est-à-dire\n", "qu'il n'y a pas assez de luminosité. Ce bruit se manifeste par de petites\n", "flucturation [aléatoires](http://fr.wikipedia.org/wiki/Suite_al%C3%A9atoire)\n", "des niveaux de gris. La figure ci-dessous montre\n", "une image bruitée." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "name = \"NtToolBox/src/data/boat.png\"\n", "f = load_image(name, n)\n", "sigma = .08\n", "f = f + randn(n,n)*sigma\n", "imageplot(clamP(f)) #We wrote clamP instead of clamp, because there is already a function clamp in module Base." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Afin d'enlever le bruit dans les images, il convient de faire subir une\n", "modification aux valeurs de pixels.\n", "L'opération la plus simple consiste à remplacer la valeur\n", "$a$ de chaque pixel par la [moyenne](http://fr.wikipedia.org/wiki/Moyenne) de\n", "$a$ et des 8 valeurs $b,c,d,e,f,g,h,i$ des 8 pixels voisins de a.\n", "\n", "Les valeurs des pixels sont positionnées comme suit :\n", "$$\n", "\\left[\n", "\\begin{array}{ccc}$\n", " g & c & h \\\\\n", " b & a & d \\\\\n", " f & e & i\n", "\\end{array}$\n", "\\right]\n", " =\n", "\\left[\n", "\\begin{array}{ccc}$\n", " 79 & 54 & 47 \\\\\n", " 192 & 190 & 153 \\\\\n", " 166 & 189 & 203\n", "\\end{array}$\n", "\\right]\n", "$$\n", "\n", "On obtient ainsi une image modifiée en rempla\\c{c}ant a par\n", "$$ \\frac{a+b+c+d+e+f+g+h+i}{9} $$\n", "puisque l'on fait la moyenne de 9 valeurs.\n", "Dans notre exemple, cette moyenne vaut\n", "$$ \\frac{190+192+79+54+47+153+203+189+166}{9} \\approx 141,4. $$\n", "En effectuant cette opération pour chaque pixel, on supprime une partie\n", "du bruit, car ce bruit est constitué de fluctuations aléatoires, qui sont\n", "diminuées par un calcul de moyennes. La figure ci-dessous montre l'effet d'un tel calcul.\n", "\n", "\n", "La figure ci-dessous montre l'effet d'un tel moyennage." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "roll2d = (f, i, j) -> circshift(f, (i, j))\n", "function filt_moy(f, k)\n", " n = size(f)[1]\n", " g = zeros(n, n)\n", " for i in -k:k\n", " for j in -k:k\n", " g = g + roll2d(f, i, j)\n", " end\n", " end\n", " return g/((2*k + 1)^2)\n", "end\n", "imageplot(clamP(f), \"Image bruitée\", [1, 2, 1])\n", "imageplot(clamP(filt_moy(f, 1)), \"Image moyennée\", [1, 2, 2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tout le bruit n'a pas été enlevé par cette opération. Afin d'enlever plus\n", "de bruit, on peut moyenner plus de valeurs autour de chaque pixel.\n", "La figure suivante montre le résultat obtenu en moyennant de plus en plus\n", "de valeurs." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "klist = [1, 2, 3, 4]\n", "for i in 1:length(klist)\n", " k = klist[i]\n", " f1 = filt_moy(f, k)\n", " imageplot(clamP(f1), string(\"Moyenne de \", string((2*k+1)^2), \" pixels\"), [2, 2, i])\n", "end" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Le moyennage des pixels est très efficace pour enlever le bruit dans les\n", "images, malheureusement il détruit également une grande partie de\n", "l'information de l'image. on peut en effet s'appercevoir que les images\n", "obtenues par moyennage sont [floues](http://fr.wikipedia.org/wiki/Flou,_nettet%C3%A9_et_contraste). Ceci est en particulier visible près\n", "des contours, qui ne sont pas nets." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Enlever le bruit par médiane" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Afin de réduire ce flou, il faut remplacer le moyennage par une opération\n", "un peu plus complexe, que l'on nomme [mediane](http://fr.wikipedia.org/wiki/M%C3%A9diane).\n", "\n", "\n", "Etant donné la valeur $a$ d'un pixel, et les valeurs\n", "$b,c,d,e,f,g,h,i$, on commence par les classer\n", "par [croissant](http://fr.wikipedia.org/wiki/Ordre_croissant ordre).\n", "\n", "\n", "Dans l'exemple du voisinage de 9 pixels utilisé à la section précédente,\n", "on obtient les 9 valeurs classées\n", "$$ 47,54,79,153,166,189,190,192,203. $$\n", "La médiane des neuf valeurs $a,b,c,d,e,f,g,h,i$\n", "est la $5^\\text{e}$ valeur de ce classement (c'est-à-dire la\n", "valeur centrale de ce classement).\n", "\n", "\n", "Dans notre cas, la médiane est donc 166. Notez que ce nombre est en général\n", "différent de la moyenne, qui vaut, pour notre exemple 141,4.\n", "\n", "\n", "La figure ci-dessous compare le débruitage obtenu en effectuant la\n", "moyenne et la médiane de 9 pixels voisins." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "function filt_med(f, k)\n", " n = size(f)[1]\n", " g = zeros(n, n, (2*k+1)^2)\n", " s = 1\n", " for i in -k:k\n", " for j in -k:k\n", " g[:,:,s] = roll2d(f, i, j)\n", " s = s+1\n", " end\n", " end\n", " return median(g, 3)[:, :]\n", "end\n", "imageplot(clamP(filt_moy(f, 1)), \"Moyenne de 9 nombres\", [1, 2, 1])\n", "imageplot(clamP(filt_med(f, 1)), \"Médiane de 9 nombres\", [1, 2, 2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Afin d'enlever plus de bruit, il suffit de calculer la médiane sur un\n", "nombre plus grand de pixels voisins, comme montré à la figure suivante." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "klist = [1, 2, 3, 4]\n", "for i in 1:length(klist)\n", " k = klist[i]\n", " f1 = filt_med(f, k)\n", " imageplot(clamP(f1), string(\"Médiane de \", string((2*k + 1)^2), \" pixels\"), [2, 2, i])\n", "end" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On constate que cette méthode est plus performante que le calcul de\n", "moyennes, car les images résultantes sont moins floues. Cependant, tout comme\n", "avec le calcul de moyennes, si l'on prend des voisinages trop grands, on perd\n", "aussi de l'information de l'image, en particulier les bords des objets sont dégradés." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Détecter les bords des objets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Affin de localiser des objets dans les images, il est nécessaire de\n", "détecter les [bords](http://fr.wikipedia.org/wiki/D%C3%A9tection_de_contours)\n", "de ces objets. Ces bords correspondent à des\n", "zones de l'image où les valeurs des pixels changent rapidement. C'est le\n", "cas par exemple lorsque l'on passe de la coque du bateau (qui est sombre,\n", "donc avec des valeurs petites) à la mer (qui est claire, donc avec des\n", "valeurs grandes).\n", "\n", "\n", "Afin de quantifier combien un pixel avec une valeur $a$ est un bord,\n", "on prend en compte les valeurs $b,c,d,e$ de ses quatre voisins (deux\n", "horizontallement et deux verticalements). Dans le cas considéré\n", "précédemment, on obtient :\n", "$$\n", "\\left[\n", "\\begin{array}{ccc}$\n", " & c & \\\\\n", " b & a & d \\\\\n", " & e &\n", "\\end{array}$\n", "\\right]\n", " =\n", "\\left[\n", "\\begin{array}{ccc}$\n", " & 54 & \\\\\n", " 192 & 190 & 153 \\\\\n", " & 189 &\n", "\\end{array}$\n", "\\right]\n", "$$\n", "\n", "\n", "Notons que l'on utilise ici seulement 4 voisins, ce qui est différent du\n", "calcul de moyennes et de médianes où l'on utilisait 8 voisins.\n", "Ceci est important afin de détecter aussi précisément que possible les bords des objets.\n", "\n", "\n", "On calcule une valeur $\\ell$ suivant la formule\n", "$$ \\ell = \\sqrt{ (b-d)^2 + (c-e)^2 }. $$\n", "Dans notre exemple, on obtient donc\n", "$$ \\ell= \\sqrt{ (192 - 153)^2 + (189 - 54)^2 } = \\sqrt{19746} \\approx 140,5. $$\n", "\n", "\n", "On peut remarquer que si $\\ell=0$, alors on a $b=c$\n", "et $d=e$. Au contraire, si\n", "$\\ell$ est grand, ceci signifie que les pixels voisins ont des valeurs très\n", "différentes, le pixel considéré est donc probablement sur le bord d'un objet.\n", "\n", "\n", "La figure suivante montre l'image obtenue en calculant la valeur $\\ell$\n", "associée à chaque pixel. On a affiché ces valeurs avec du noir quand\n", "$\\ell=0$, du blanc quand $\\ell$ est grand,\n", "et on a utilisé des niveaux de gris intermédiaire pour les valeurs entre 0 et 1." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [], "source": [ "n = 256\n", "name = \"NtToolBox/src/data/hibiscus.png\"\n", "f = load_image(name, n);" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(::#15) (generic function with 1 method)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "edge = f -> sqrt( (roll2d(f, +1, 0) - roll2d(f, -1, 0)).^2 + (roll2d(f, 0, +1) - roll2d(f, 0, -1)).^2 )" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "imageplot(f, \"Image\", [1, 2, 1])\n", "imageplot(edge(f), L\"Carte de $\\ell$\", [1, 2, 2])" ] }, { "cell_type": "raw", "metadata": {}, "source": [ "On peut voir que dans l'image de droite, les contours des objets\n", "ressortent en blanc, car ils correspondent aux grandes valeurs de $\\ell$." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Les images couleurs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Une [couleur](http://fr.wikipedia.org/wiki/Couleur image)\n", "est en réalité composée de trois images indépendantes,\n", "afin de représenter le\n", "[rouge, le vert, et le bleu](http://fr.wikipedia.org/wiki/Rouge_vert_bleu).\n", "Chacune de ces trois\n", "image s'appelle un [canal](http://fr.wikipedia.org/wiki/Codage_informatique_des_couleurs).\n", "Cette représentation en rouge, vert et bleu mime le fonctionnement du\n", "système visuel humain.\n", "\n", "\n", "La figure suivante montre une image couleur, qui est décomposée en ses\n", "\n", "trois canaux constitutifs." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [], "source": [ "n = 256\n", "name = \"NtToolBox/src/data/hibiscus.png\"\n", "f = load_image(name, n, 0, 1);" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [], "source": [ "f1 = copy(f)\n", "f1[:,:, [2, 3]] = 0\n", "\n", "f2 = copy(f)\n", "f2[:,:, [1, 3]] = 0\n", "\n", "f3 = copy(f)\n", "f3[:,:, [1, 2]] = 0;" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "imageplot(f, \"Image couleur\", [2, 2, 1])\n", "imageplot(f1, \"Canal rouge\", [2, 2, 2])\n", "imageplot(f2, \"Canal vert\", [2, 2, 3])\n", "imageplot(f3, \"Canal bleu\", [2, 2, 4])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Chaque pixel de l'image couleur contient ainsi trois nombres $ (r,v,b) $,\n", "chacun étant un nombre entier entre 0 et 255.\n", "Si le pixel est égal à $(r,v,b)=(255,0,0)$, il ne contient que de l'information\n", "rouge, et est affiché comme du rouge.\n", "De fa\\c{c}on similaire, les pixels valant $(0,255,0)$ et $(0,0,255)$ sont\n", "respectivement affichés vert et bleu.\n", "\n", "\n", "On peut afficher à l'écran une image couleur à\n", "partir de ses trois canaux $(r,v,b)$ en utilisant les règles de la\n", "[additive des couleurs](http://fr.wikipedia.org/wiki/Synth%C3%A8se_additive synthèse).\n", "La figure suivante montre les règles de composition\n", "cette synthèse additive des couleurs.\n", "Par exemple un pixel avec les valeurs\n", "$(r,v,b)=(255,0,255)$ est un mélange de rouge et de vert, il est donc\n", "affiché comme du jaune.\n", "\n", "\n", "On peut calculer une image en niveau de gris à partir d'une image couleur\n", "en moyennant les trois cannaux. On calcule donc une valeur\n", "$$ a = \\frac{r+v+b}{3} $$\n", "qui s'appelle la [luminance](http://fr.wikipedia.org/wiki/Luminance) de la couleur.\n", "\n", "\n", "La figure suivante montre le passage d'une image couleur à une image de luminance en\n", "niveau de gris." ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "imageplot(f, \"Couleur\", [1, 2, 1])\n", "imageplot(sum(f, 3)[:, :], \"Luminance\", [1, 2, 2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Une autre représentation courante pour les images couleurs utilise\n", "comme couleurs de base le cyan, le magenta et le jaune. On calcule\n", "les trois nombres $(c,m,j)$ correspondant à chacun de ces trois canaux à\n", "partir des canaux rouge, vert et bleu $(r,v,b)$ comme suit\n", "$$ c=255-r, \\quad m=255-v, \\quad j=255-b. $$\n", "Par exemple, un pixel de bleu pur\n", "$(r,v,b)=(0,0,255)$ va devenir\n", "$ (c,m,j)=(255,255,0) $. La figure suivante montre les trois canaux\n", "$(c,m,j)$ d'une image couleur." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": false }, "outputs": [], "source": [ "f1 = copy(f)\n", "f1[:, :, [2,3]] = 1\n", "\n", "f2 = copy(f)\n", "f2[:, :, [1,3]] = 1\n", "\n", "f3 = copy(f)\n", "f3[:, :, [1,2]] = 1;" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "imageplot(f, \"Image couleur\", [2, 2, 1])\n", "imageplot(f1, \"Canal cyan\", [2, 2, 2])\n", "imageplot(f2, \"Canal magenta\", [2, 2, 3])\n", "imageplot(f3, \"Canal jaune\", [2, 2, 4])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Afin d'afficher une image couleur à l'écran à partir des trois canaux\n", "$(c,m,j)$, on doit utiliser la synthèse soustractive des\n", "couleurs. La figure suivante montre les règles de composition\n", "cette synthèse soustractive. Notons que ces règles sont celles que\n", "l'on utilise en peinture, lorsque l'on mélange des pigments colorés. Le cyan,\n", "le magenta et le jaune sont appelés couleurs primaires.\n", "\n", "\n", "\n", "On peut donc stocker sur un disque dur une image couleur en stockant les\n", "trois canaux, correspondant aux valeurs $(r,g,b)$ ou $(c,m,j)$.\n", "On peut modifier les images couleur tout comme les images en niveaux de\n", "gris. La fa\\c{c}on la plus simple de procéder consiste à appliquer la modification\n", "à chacun des canaux." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Changer le contraste d'une image" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Il est possible de faire subir différentes modifications à l'image afin de\n", "changer son [contraste](http://fr.wikipedia.org/wiki/Contraste)." ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": false }, "outputs": [], "source": [ "n = 256\n", "name = \"NtToolBox/src/data/hibiscus.png\"\n", "f = load_image(name, n);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Un exemple simple consiste à remplacer chaque valeur $a$ d'un pixel\n", "d'une image par $255-a$ ce qui correspond à la couleur opposée. Le blanc\n", "devient noir et vice-et-versa, ce qui donne un effet similaire à celui\n", "des [négatifs](http://fr.wikipedia.org/wiki/Film_n%C3%A9gatif)\n", "[d'appareils photos argentiques](http://fr.wikipedia.org/wiki/Argentique)." ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "imageplot(-f)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Sans aller jusqu'à des modifications aussi extrêmes, on peut assombrir une image\n", "en rempl\\c{c}ant la valeur $a$ de chaque pixel par son\n", "[carré](http://fr.wikipedia.org/wiki/Carr%C3%A9_(alg%C3%A8bre)) $a^2 = a \\times a$.\n", "\n", "\n", "Ce faisant, les valeurs résultantes ne sont\n", "plus dans $0,\\ldots,255$ mais dans $0,\\ldots,255^2=65025$. Afin\n", "d'afficher l'image à l'écran on va donc utiliser des niveaux de gris\n", "allant du noir pour 0 au blanc pour 65025." ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "imageplot(f.^2, \"Carré\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Afin d'éclaircir l'image, on peut remplacer chaque valeur $a$ par\n", "sa _racine carrée_ $b = \\sqrt{a}$. Cette valeur $b$ est un nombre, qui n'est plus\n", "nécessairement entier, qui satisfait $b \\times b = a$.\n", "\n", "\n", "La figure suivante montre l'éclaircissement obtenu.\n", "Les valeurs de l'image éclaircie sont dant\n", "$0,\\ldots,\\sqrt{255} \\approx 16$, et on utilise donc des niveaux\n", "de gris allant du noir (pour 0) au blanc (pour 16)." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "imageplot(sqrt(f), L\"Remplacement de a par $\\sqrt{a}$\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On pourra noter que l'on a\n", "$$ \\sqrt{a} \\times \\sqrt{a} = a\n", "\\quad\\text{et}\\quad \\sqrt{a \\times a}=a $$\n", "de sorte que si l'on réalise un éclairsissement suivit d'un\n", "assombrissement (ou dans le sens inverse) on retrouve l'image d'origine.\n", "Ces deux opérations sont\n", "[inverses](http://fr.wikipedia.org/wiki/Inverse) l'une de l'autre.\n", "\n", "\n", "On peut également changer le contraste d'une image couleur en changeant sa\n", "composante de luminance." ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": false }, "outputs": [], "source": [ "name = \"NtToolBox/src/data/hibiscus.png\"\n", "f = load_image(name, n, 0, 1);" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "contrast_image (generic function with 1 method)" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "function repeat3(x, k)\n", " if (ndims(x) == 3) & (size(x)[3] == 3)\n", " x1 = Images.imresize( repeat(x[:, :, 1], inner = [1, k]), (n, n) )\n", " x2 = Images.imresize( repeat(x[:, :, 2], inner = [1, k]), (n, n) )\n", " x3 = Images.imresize( repeat(x[:, :, 3], inner = [1, k]), (n, n) )\n", " l = zeros(n, n, 3)\n", " l[:, :, 1] = x1\n", " l[:, :, 2] = x2\n", " l[:, :, 3] = x3\n", " return l\n", " else\n", " return Images.imresize( repeat(x[:, :], inner = [1, k]), (n, n) )\n", " end\n", "end\n", "\n", "m = f -> repeat3( mean(f, 3), 3)\n", "function contrast_image(f, gamma)\n", " f1 = clamP(m(f).^gamma + f[:, :, 1] - m(f))\n", " f2 = clamP(m(f).^gamma + f[:, :, 2] - m(f))\n", " f3 = clamP(m(f).^gamma + f[:, :, 3] - m(f))\n", " l = zeros(length(f[:, 1, 1]), length(f[:, 1, 1]), 3)\n", " l[:, :, 1] = f1\n", " l[:, :, 2] = f2\n", " l[:, :, 3] = f3\n", " return l\n", "end" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [ "gamma_list = [.5, .75, 1, 1.5, 2, 3]\n", "for i in 1:length(gamma_list)\n", " gamma = gamma_list[i]\n", " subplot(2, 3, i)\n", " imageplot(contrast_image(f, gamma));\n", " title(string(L\"$\\gamma$ = \", string(gamma)))\n", "end" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Transformations géométriques" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Une image est un tableau de nombres, avec $n$ lignes et $p$\n", "colonnes. Il est donc facile d'effectuer\n", "certaines [transformations géométriques](http://fr.wikipedia.org/wiki/Transformation_g%C3%A9om%C3%A9trique)\n", "sur l'image.\n", "\n", "\n", "Les valeurs des pixels qui composent ce tableau (noté $A$) peuvent être\n", "représentées sous la forme $ A = ( a_{i,j} )_{i,j} $\n", "ou l'index $i$ décrit l'ensemble des nombres $ \\{1,\\ldots,n\\} $\n", "(les entiers entre 1 et n) et l'index\n", "$j$ les nombres $ \\{1,\\ldots,p\\} $.\n", "One dit que $a_{i,j}$ est la valeur du pixel à la position $(i,j)$.\n", "\n", "\n", "Le tableau de pixels ainsi indexé peut se représenter sous la fa\\c{c}on\n", "suivante\n", "$$\n", "A =\n", "\\begin{pmatrix}$\n", "a_{1,1} & & & & a_{1,p}\\\\\n", " & & \\vdots & & \\\\\n", "\t & & a_{i-1,j} & & \\\\\n", "\\ldots & a_{i,j-1} & a_{i,j} & a_{i,j+1} & \\ldots\\\\\n", "\t & & a_{i+1,j} & & \\\\\n", " & & \\vdots & & \\\\\n", "a_{n,1} & & & & a_{n,p}\\\\\n", "\\end{pmatrix}$\n", "$$\n", "ce qui montre que le pixel en haut à gauche de l'image correspond à la\n", "valeur $a_{1,1}$. Ceci correspond à la représentation de l'image sous\n", "forme d'une [matrice](http://fr.wikipedia.org/wiki/Matrice_(math%C3%A9matiques)).\n", "\n", "\n", "Si l'on échange le rôle des lignes et des colonnes, on définit un autre\n", "tableau $B$ avec $p$ lignes et $n$ colonnes. La formule qui définit\n", "le tableau $B = ( b_{j,i} )_{i,j}$ est\n", "$$ b_{j,i} = a_{i,j}. $$\n", "Ceci correspond à la [transposition](http://fr.wikipedia.org/wiki/Matrice_transpos%C3%A9e) de la matrice correspondant à l'image.\n", "\n", "\n", "Pour une image couleur, on effectue cette modification sur chacune de ses\n", "trois composantes couleur R, V et B.\n", "\n", "\n", "La figure suivante montre l'image correspondant au tableau $A$ et\n", "l'image correspondant au tableau $B$. On peut constater que la\n", "modification correspond à faire sur l'image une\n", "[symétrie](http://fr.wikipedia.org/wiki/Sym%C3%A9trie_(transformation_g%C3%A9om%C3%A9trique)) par rapport à\n", "la [diagonale](http://fr.wikipedia.org/wiki/Diagonale)\n", "qui joint le coin haut/gauche au coin bas/droite." ] }, { "cell_type": "code", "execution_count": 59, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 59, "metadata": {}, "output_type": "execute_result" } ], "source": [ "name = \"NtToolBox/src/data/flowers.png\"\n", "n = 502\n", "A = load_image(name, n, 0, 1)\n", "\n", "B1 = A[:, :, 1]'; B2 = A[:, :, 2]'; B3 = A[:, :, 3]'\n", "B = zeros(n, n, 3)\n", "B[:, :, 1] = B1; B[:, :, 2] = B2; B[:, :, 3] = B3\n", "imageplot(A, \"Image A\", [1,2,1])\n", "imageplot(B, \"Image B\", [1,2,2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On peut également effectuer une [rotation](http://fr.wikipedia.org/wiki/Rotation)\n", "d'un quart de tour dans le sens d'une montre à\n", "l'image. Ceci est effectué en définissant une image $C = (c_{i,j})_{j,i}$ de\n", "$p$ lignes et $n$\n", "colonnes dont le tableau\n", "de nombre est calculé par\n", "$$ c_{j,i} = a_{n-i+1,j}.$$" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" } ], "source": [ "C = A\n", "C = C[end:-1:1, :, :]\n", "\n", "C1 = C[:, :, 1]'; C2 = C[:, :, 2]'; C3 = C[:, :, 3]'\n", "C = zeros(n, n, 3)\n", "C[:, :, 1] = C1; C[:, :, 2] = C2; C[:, :, 3] = C3\n", "\n", "imageplot(A, \"Image A\", [1,2,1])\n", "imageplot(C, \"Image C\", [1,2,2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fondu entres deux images" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "On souhaite effectuer une [transition entre deux images](http://fr.wikipedia.org/wiki/Fondu)\n", "$A$ et $B$ de même\n", "taille. On suppose donc que chaque image a le même nombre $n$ de lignes\n", "et le même nombre $p$ de colonnes.\n", "\n", "\n", "La figure ci-dessous montre les deux images entre lesquelles on souhaite\n", "calculer une transition." ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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yxNQ1UinQmizP6bZai8HCl5LY96nLkmw85vwjjzAaj4mXlsiSBOX7RK0W5DmRlEwmE7YuXKC+eJGNjQ3UwYNc9eIXc+Gxx4inUzJjyMqSVllSFwWtXg+vqojbbfariiCKMFIijaEsS8aDATIMIUlY7vVIZjM6rRaTJCGVEvWCF8D2NsHGBgeCgMuPHOHzJ0+Sjka0lAJj0GXJdDIhbrXQ2Hb3uq6pq4qldpsqyxBasxwE6NmMuNUiUorc9xmlKe0w5ODRo5w+e5bJeEwcx1x47DG2HnyQtudRz2Z045hOGEJZ0u710GnK3s4OWmuKonh8gnJEUipF4K7ZcDQiiiLqLGN3OsVTCk8IWp4HUtKOYyZZRg4IY1jq9ciGQ+o8Z6nbBSApCpKiQFQVERALQcfzCPOcOkmQUlIkCREweewxjsYxSVWx+eCDHD18mGu+5Vt4OM+ZJQkvuuwygn5/QcZzrekpRXdpiS9fusShXo/7t7eZDAYkec7K0hLLq6vk585xeG2NS9vbEIYore39Dug0pdVuI/KcfDLBCwJEWdrBG/C0JplO6fg+HtCLIsosQ1cVs7KkrGte+PKXs3nmDDJNkd6zc/jodzr47j7QQYAMAvLpFF8pJlIySxKiXg8vinju+jpXHz3Kb/zxHzPJMnzPQxmDlhLledRFsdjufCLHTV7CGEv2qwrfGDtRtFrMkgS/rhFa20nRfV5JuZC6jRBIIex1Mwbplilj7CTrefhBYAmJUgjfp/I8JHZQV1hyIQCjNXWSMCkKiqKwZGp+vFWFrmu7HyHwpMTrdvE8j5bWmKqiynOk1uB5djL0POI4phUElpR7HnWWYe67j5e99KXICxfA8yyJz3N30vuwsgIPPwxFgVxZgSiCvT077vk+ZNni3FGW9rXn2fO4uwsnTsDODiIIYH/fbndnBy5dor2ywj85doz/68QJ7vjMZ/ik5yE7HSohqBxxMMbYcdqdQyMlGLOYYE1V2YBKSlJHaDpaU2nN9qVLJGkKWuMLQagUfp5bUiglyvfRdQ3G4AHa8+xrKRFA7XnIskTPr2Nd2/1jf4FaaI1xx7j4pWljKI3Bk9IGW1JipESUJXJOiI3BlKWdY7S2zzsgAF2WlGUJjjTVQth9uDkrcoG3cSTbAFVd2/0rhQGKoiDPMuqioAS0u2dUECB9H3wfqZQ9NmMQjiTlRUFRllRZhslz+wOQ7j4WUtpr/hTx7BxtsBNBCVRSYvIcoxSF71s2W1Vsb20x2N9nqd9n6HmE/T7TM2cYjMf4SrGytMTK0hLnt7YI4xhjDKtra1Rak+7tUYKN4lstktkMr91GeR6BlNR1TV4UaGNQgKcUUms838d3REVJyWg2s0pFUeD7Plv7+3R7PfbGYzwhKNIU3/PszWwMyhiWVleZDIckeU7g+xhjqByBmMxmPPTII2TDod3+eMzK6ipxp0Oa58SdDmVV4UcRlCUmy2hvbFDNZogDB1ja2GC0v89kOqXOMgbTKdrzKMqSyw4eZDYY2EglCMi1RrVaZHVtmbYxTGczWqurSCltFCGlVW66XWqAOGavKDha17TDkATItSYKAkohCHo9avdQad/HD0PSNCVut2lpzXgwoPY8+zs9SiGMYZznFJ5HEAQ8srVF2OsxGQwwdc3aoUN8/lOfIqprPN+HPOfLf/VX9MOQZDq159Q9FFEcW7Wmrol8n1JrPBcN7OzsUNa1VWeMQXoe47Ik9X18p9aJoqAsS0tiogiEIAwCAikpyxJjDGmaIoKA0Bg8Y/CxEUc6HNIOAlIXyeZVxZLWRFHEdDzG7/c5nySspynxxgbPec1rYHl5odLUVUXgeZDnnPrSlziyvs65++/Hj2NirSkuXqSezUjznG5VUWSZnfSKgkBKWkBHSuIwxAjBRGvqVoujhw8zHo9J05RaKUS3iwAO9npMJhMKpdidTlldWyPPcw4eOsT5zU1kHLPa7TKbzZ6GJ/8fjnavZ8+R72OAvCxpx7G9pu02fhRx/OBBRBhyz/33c+enPkVLSvwggLpGCWGjdRf9CkA48iO1RhuzIAkohRHCKlJCoMMQYwxJnqNdlK+FsPedEAghFpHnXL1ECBt9C0HmIue5Iitc9FsZY8nOXOlxUTLGINzxUJaUaUoQBISeRykltFp2cgUCIQhaLdaWlwl9HzyPKk1JRiOy8XhBxkQQ0Op0iHyfOAiIlMJ0Orz17W9HzcmElDCbWcLS71sCMptZRUQpSzbiGKZTWF2170kJWYYZjaDft98jy6zSAlalmUzA8zB5jqhru708R0wmdl91zS3/9J/y6umUdz3yCMJNusYFRq0wxChFXVWoMLSTt5uwJeBJSVbXlijWNVophkXBzs6OVV7KkjLLqJwaHngele8jqgpjDNIYq7S464hSVvF3YyjYMUF7HhqQbnnt9mfctZAuSJ4TACOlPYcuIJ0rIKauoa4p6xohBJWUlvjMiYwjzRiDcvejrmuE72OEsPetEPY+rSpwY2JdVWggzzLS6ZS6qiyZcdvFGHxj8LSm8v3F+ZNO4amLgmI2o8pzKhcQCSGQSi2Co6eKZy1ZiXwf30lUkZPtIiFItUaGIVVRcP7SJa5bX+f8cIgpS8K1NQ5deSV5kjAaj5FhiN9q4ccxnjGoKKLe2WHmpN5JlrG6skI3jplMJqx2OnhKoaRE1DV5ktBZWmJpaYndvT2meY5SirjfJ8syxvv7dvCpa64+cYIvP/gg4yShv7pKkef0l5aYzGYYre2EB5RSorpdkvHYsnKlyD2Pwqk7eB6zNGVtY4PhcEjuIhDP95lNp4RxTKQU091d9k+e5Ni11+IfPkypNft5zrCqKOOYztIS3mjEIM8ZpSnlhQv0whAf8H2fMIoQ7u9RWYLvkxYFsijw09TeOFoTOhl6bXUV6polz+Pez3yGajKhJaWVmrOMfDolCAIbSRqDSRJEFNHyfQ4cPcrywYOcffhhiiyjE8dI319EdFJrZFVxcH2dPM9pSUknDKnynGmWsby0hJSS6XRKe2WFJE2ZTaeIqqLMMowxxJ2OldBdlOErxdEDB5hMJhxcXmZ7f5+WI1KyrplKyXZRkKYp61gpfJhlLPV6JNMpoe9TOGm10+0ymUxoCUFLCLpaEwFhECCkJKlrsrqmcmqgrxRJmpLlOZ1+n8MnTtC+7DLOPPQQRzc2oKosmXJyr+/ONWnKkV6Pc3ffjac1k9GInd1dKEsiITi6tETUajExhq5Si9RBTwg6SrEWx6y32whgVNdsD4eosmQ6HtPd2CAzBoKA4XBI5PtcuHiRpfV1dodDVvp9rrrsMr58332sHz1KbQzSpb+ebVC+TxCGFC7I8KuKsqpotdusra5y9eHD3H/yJMVsRpkkLAcBWVla+d5NIsIpHwYWhAR3jYHHCQNWGY2EwFeKSgh8IWgLQWFXtNvQ2sr/81SL+yViozVKSipHPAJHbISLykutqcsSXRSWvAhhxyew44fW9jhc5N/v91laWiLudMD3qT2PuiwpXXQdBQFrS0vEQUCgFGWWsb+3x7ZLoRoh8MMQ5fs2SBOCwPM4PB5zvNu15GJOHObExPeh3bZkY/73Y4/ZNE6e20m4rmE4tMHS0pK9UJ4HRQGtFvV0ijed2u11uySDAe2qstubzeyE68gb29usra3xU60W/+/uLltBgHIq1zyF7CmFquvFeTXGEAqBLyUJVn3xXSpsMpsxHA7ttVFqQVrysrQTcZ5b0qGUVVmUWtwfek4ccKqEU/Pnab75PTLXGYxLCwosMdRaU2WZvfZK2XRwFKHBbruqqMrS3teeh3TKRu3UGunuA+V5VsHX2pIpd68hxGIsR0qbSagqTFWRgw363LhZGkNV16gkodYaOVejqsqSM0egdF1TJgl1nttjr2uEC+B9N09Xf4+OKc9aspJXlWWeQhCEIeU8QpGSwhj285xzWcZ1J07w3O/4DlrjMX/1v/83+9vbbG1tEUeR9Zh4HrMkWXgkeu0257Qm7vU4euwY5y5eRKUpBlBJQuEuTBhFFFVFOh4z2tkh7vet3KY121tbtNttlO/j+z5xGPLwQw/RjmMG+/soz8NTimI2ox2G5ElC4dSX8WBAHMc2eqtrPK1tbtwYZBTh+T4HL7uMqijottuLvKgnJbXWZHVtc8zdLnunTvFnv/VbPPcVr2CW51zqdilf+EKuuf56Pvc//gfXhiEH45ik1SIbj6083ekgwtBOWGFIVVXMfB+xvMxrf/In+dhP/zTK5fPbnsfW/j75pUsI30eNx9T7+xw/dIjTUcROXdNfWyMrCpsDz3PKqqIXRSilkHVNvLzMo6dP84LnP5/D6+vIwYDApaAu7u8j6hoFTIdDamy0ur68TOXUg9D3OX7sGM99wxv42M//PEmSUFUVrTimLkv8VovReGzJXqtFVZaUVUVR11zc2uLw4cNc3N9nlGXEbuA1dY2WkqDfJwLq/X2GRUHdbpMKQdDvs+cIxZGVFfbGY6IgIMhzum7QLz2PmZTUUjIDeu77ekpR1jWmqpilKTpJ0GHINVddxQte8hKGcQxRhN/vQ1HgKUWF/SG12WzG6XvuYXjqFOzssLe9zVRrMvfwX9jfZ31tjX99xx284/u+D38wIHNk51C3S1dKqsEA7dKXUafDrK7pHzxIOh6z2ulQFgVZUdBSio1ej16rhep2kUqxdfo0B1dXOehIc/L3kHKfCej0+yzHMVtJYqNAIA5DThw+zPnz5/ns3Xej0pR0OiVPUyulO0+C8TxqKRdqhXDSOvMftnPP39x34CnFkhB0nIIxG4/JigJV13Zi1XoxaRkhbHSOnYiEUkhHPHwXuVZFgfF9hNbkWWZJvzuGQAiU5+GHIV4Q4Pk+kfMoYAw5sLG6yqGDBzmwvk6v38cIwd5kQu0IUWYMy60WLff9ijyn0poiTUmzjMD3+VYp+Ylv/Vb0I4+QXLpEur/PymWXwYUL9jz4vv2/quz/xlgisrYG29vWj9LvW2KT55aQ9PuW5LiJ3sxTSJ4Hw+FCOWVpCfb2iPt99OYm8tAhq85Ekd3ugQNQVYjBgOcePcp7jx/nodOn+WAQ8KXTp8mcSgWWGPiwOOeBsN6jwKnc2ikem6dPY8rSplakpHTqKW4S12VplWzfx3del/n110/wNBnft2QhCBbj2tybohwJ1thJ2QA1LNYJ3CTvS4nnSEpRlpRFsSA28/TePECW7tyHbl4snQKCEDat51Je0qXaqCoU1h81zTKKNAWXSSjmqSRsQK3T1JIuR4KFyzIYNwdWSWKtDYBRyhJcKa0q/82mrBhYRDi4vJ5w5iUjBFopvnjqFIeU4piUtOKYK06c4NQXvkAtBP21NdCasq7J0pQ8z/GdPIgQJHlOVlX0V1Zod7sUWUaaJLSVsl4ZpQjDkGQ2oygK6icalsBeSM8jKwqCVotcCJLZDL/VwpOSNEkIfR9TlnhCID3PRuuOpYe+D1pTOAUo7nQQ2NSU8n10VVnmDmRFgRaCIAgwQhDFMbMsoxdF+HnOA3ffTefQIQZC8H3vehccPsxv/Nqv8TxAZxmBlIg4Zn88JnQTkB9FzGYzOmFIUBSMzp3j3l/9VWKtWTl4kPFgQBiGxFVFKCV1krD36KOMz5xBnT/PpUuX6C8vI4Vgur+PCEMSp3IopcimUzwpiZUiz3N2d3e59jnP4d7PfIYDR4+yOxyS5Tl+GCKUYjCbMdvf54XXXccX776btdVVVrpd0iThTz7zGU7edx95URB3Ouxsb1PW9SJPbZwPSGttDW2+T1EUdKOIe++9l5kzv02ShCpJSOqadhyj05QDcYxstdhLU7KyJAP6hw5x+uGHuf7ECYrhkG6nQywEtVIMJxO6UqLL0qpDWtMKQ0RZ0l1aYjQeW0+BEERKkQjBhQsXuOHYMej18FdW4NAhq6wEAUWeE4QhAJPBgNH2NrosGQyHaCkZlyVTKcHzmFQVF7e2eP+tt/Itr3oVH/1f/wvjvvN0OiWWktgR/OXlZbwwRAYBu0nC4TgmcL6hYVHgr6zQarcZ7e2xsrZG2G5jWi1ku829JYkuAAAgAElEQVTuaGRVhDwnfhqe/X8okqpitLODH4Z24PY8DnQ6nDl3junODp4xTCcTRsMh5Vw9misqLkoO3Dgzf884tcOTcpEu0UDH8+gHAavdLrujEXmWURTFwqQv3fgFLIyNtbBmas9NMlIIaqeSeUFgFR4p8apqIfsLwGu16HU6dHs9Op0Onu+j3H7KqiIpS6IoohVFLHc6LC0vY5wPpTJmMRG145hIa5Iso8xzWp5HpBTK83jL2hovvvxyxGyG8jy6Gxvs3H8/692uJQtFYZUTIWyqR8rHCQtYZaQs7euqsobbPLef9Tz7nktTYIzdXhDAYAAHD9r3qwqKwnptLlywqsyc3AyH0GrZf0mCqGtOXHMNV//5n/NYq0WlNdL3KeoaAVRVhe8CDI1Nv1Va49U1tVIEVcVwZ8fOKfYiWdI4TxsBcu5PcZO6qSqrZMwJj1JWxRcCgoCqrvHc8ddu4tZa2wDO3QdG68fJh7sH5oZWgTVaG2PwXeBbucIKdyPZdV1aUWDLfj1HJCTWd6eUst4bIWzBwxOVkbK0/pWytOZkrFGcuQcG7DUoS5tCdnOicYGYcGqO9H177GG4MI6becrpKeJZW7qsPc/e+MLmjueuZOUuwkxKRlGE6vUYbG9z9otfZDYaMdnd5fRDD/Hl++9ne3OT7a0ta4rNc9K9PQaPPUbkbr5sNuPQ6qo1j+U5mw89RDYc0nKeBOO8Er7vU+Y5RZZZM5IxZK76pCpLZtMpcRxz4MABpJTEUWTNvVVFWZb2Rsc6uI1SjGYzK+G771XXNelkQjabkee5fRCASgja3S5+EDBzHo0kTRmnqR34sgyR56x0uyjP48hVV/Fz73kPf/Lf/zvHlpeZFgWDLMM430ocx+TTKSZJCI1B5DnFYEC1v8+G5zF45BGWu12WfJ98MiHPc6I8J/nTP0VcuMCqlNR7e2w/9hi91VXyJCFxRmfPqRxhHJPVNUW3y1WvfCU7Zcnq6io6SWitrDACqjxHDAZQ18zqmsIpAZ0wZHtrC+X7TNKUyXS6MDtLF+Gcf+wxhFKkZUkQxxTGkDoiIXwfjXvQtebC1pZVCLQmAWrfJzWGwBlT/TSlpTVd36fbbmO0JgSObWwggO+7+Wa6/b41O7fbDKdTcldRIMOQSVnyXa9+NYeOHiWPIi5Op3hhaKOmVouxGwxipfirT3yCi+Mxan0dggDP8+wA4iZHyhKVJIRVRTYcEgcBXhCQS8lMa/aril0h2BKC/33XXfzRX/4l61deaQ3aQBAEBEFAXdd4QNxqcfLMGU5evIhaXbVpAGPIsoyg20V1u8zynF4cI4WgrCr+/Mtf5ov33MPe1hZ7Fy9y4cyZb/Rj/3XBdDSiLApGgwHZbMaK79PudJhNJnbQdc9sludWvcVW7uDM4nNjrBACPR9/HLEQ2JQhbqLoeR4rcUw7itBlaZUKlz6ojaHU2ub73Weli55RitpJ9XOjrgErtzvFxbiUqicEyvfpdrusraxwdGODK48c4bJDhzi8vs7a8jK9bpe408F35tio1aLb7xNKSa/dphPHRL5PS0oCd1wApqpsiiMI+H/aba5/znMQRQGjkSUYWnNofR1z8aJ9DY8TDK0tifA8+15d2zTPaGTX09oSjOnUpnJmM3uOo8iqM3m+GOMXptu52gKoKFo8G2ht9zsnTPPJezKB0Ygbr7ySsCgIlbJBpSNQylivENpWZHlSIp0xVkmJB5TTKdKpB9JdAzzP/nMqigoClEudGa0p8pw8zynN414VL46J4phuv4+/vGwrEoMAfB/PTeqLypo5QXFk2he24kc6tWZOKqS0plslpfU/zgmKsH4U6ciIh/XjeErhK1vVGrrqIy1selprTVVV1lrglDVcyghH6BbkAxuQ13VNnaYUWWbNtFojg4Cg1cILQwLfx/c8Qkeq5mpPPSf6TwHPWmVlbijSdU2mNaWLSCrHSJXvc8+DD/KKjQ2udqmi2kmUtRBc3N1l69Ilrrr8cnzPI5lMKCcTivHYVvwA450d1ns9tk+fxvM8dFWxv7WFcjnoTr/PYDi0hKko8OOYwE0itSvTarm/TVVRJgnZbIbOc5QxZElC3G5TVRXKWIOmcRFcKwwxdU1R1/i+jwSW+33G47Et89WaXqtljU/allF7cwm2tlVRpigQWcZgOCQ6dAjRavGyl72M3Xvu4bIwJOr1yMqSFIi6Xfyi4NJwSOb7+FFEJKzrXWtNur/P6sYGxw4cYLK7i6eUVYeWlzn1Z3+GabdZ6Xa5YnmZh8KQSZ5jypJ+v0+utY04PA9fKVRV0Tt4kAMvfCGzVgtx/jynT57krpMneeWb30xw330km5vMyhLZaoHWBEFAmuek0ymdTofS5YzbnQ4HDhzg0qVL1vzqeVR1jR+GVIBwVVRlXRMqW/1TA2meEyhFmqZUUlK6e6jCqlepMQRSsj8YsNzpLEhjUJY8fO+99KTkv/7H/2gj5yjiscces859IAoCcmDpwAE+cfIkA605eOgQ3u4upCkSq4b5QYASglpK9jY3OeB59A4fXkTqcxIOYPIcmedkgwGtIGC4vY0KQ0tigRQotKbCVqY9dPo0vU6HYB4RSslsNmM1jkmShIt7e9RhyPOf/3zW19c5d/48Ok0ptKa7tETh9rs1HrPWbjMaj1m6/HK+85Wv5E/vuAPlUlrPRiyvrlJqTV6W6CxjVhQcqmtUntt0ifMqCax5FlhUecyV3Go+yeEmFyele74VuI3WeEDgfB3lPPoHK5u7SWBeSjqf0BTYyQ8beGmgUgrPGTiRktodhweLKgzP84haLTpRxHK7zerysj1GYzBSEk2n5Ds71EKQlyVZVZGl6cJbobQmcqlkytJOzllGpBTjsuSaPOe7nv98xP7+Qh2p9vdRvR6tpSVLEsLwccVkrpTMZtYgq7UlKfPofD7Zh6ElK/v7j5ciT6f2vTnh0NYY+sQKI5HnCyJHUVhSMj/Hc5LUalnSqDUHlpZ4ZbfLJ4FpWeIDJZZYGncttDH2s9h0Tywlpq4JnI9lrgiYJ9wHOE+QnJNWQLprPk8dzgmNH8cErl2CNoY6DKlHI6RTL/QT9m3cta+1xhPWoC2dqmK0JqsqtDMU43wyc5Vwfs6Uerx03jjlTBhnAH5CsG+0timtuiZ3BmLtgu3apTg9Y6zNwqXRaqfGGJdOmnuoJJbYL1I+7jlRStnzgUt5/T2e22ctWZlVFdLzrOnH5fULbV3WlSvlejRNGYYh+2lKHYbsJAmdo0cJkwQ/CHjh5ZfzV3/8x3hOZpfG4IUh/ZUVfN9ne2uL7QsX6EYRSZKwvraGkJI8TQnbbYb7+6RFQRjH+FKSZxllWRJrjR8EXHHsGFtbWwwHA8Z5zuEjR+jEMdlsZmvew5DJaETkeYvBrnB+mcLdvF6ngy4KsumUwikrNbb0N8ky+v0+BkiTxObCnbGyHQTE7TYXx2O8sqRUiite9CLSzU2ywYDJ7i6ddpuu5zGezfDLkuVOh82LFxleuoQfx8zSlBVX5hkCg3PnGJ05g+n1yI0h7vVIioLrX/pSy77rmum996J8n36vRz4aYaKISEpUUdAKAmRdE8Uxe0nCpK655gd/kE//63/NK2+6Cf+GGyi05tGPf5zMKULDPGeW57bCRliXen9lhc3NTcIoYmdnx5YSRpFNncyNY87N3up0qIbDRQQVuIqYStrqjrKuSbKMGbA1mUBZ2vLmuiZ0E8lWljGsKgqg73lETqYNXIXBPjYlGQAHtObKAwdIpORCHLP03d/NLe96F//x9a/nqvGYQGuWw5DMRdcr7Ta9bhd/eZlZUdjKiFbLTpJFQRQESGA8HLJ95gyjzU3UYMD2YMDE8xhKycj5Vmrft6nQuiYOApIkodPpkI7HFMBSu804SThw5AijqkKNxwxPnkREEbExTLKMTq/HsbU1mxOvKlZXVjBaM97eJup2+YtPfpLLLruM0w8+iPH/Ppnnpx8vf+5zabVa7A+HXNzdZTQc8sDDDxMJQVYUZJPJIv3juYnIuPtKuSh8PpEqRx5wkrxyCovW1uQ4ms3IiwKvLK1i6FQQFUXWyO4q3XRdU6XpYjvV3OsA9pq645iXmIJNP8wrhqRTWVDKVnyUJZ6LbqlrhBsXtvb2mEynpLMZZadDEIbIsiSSkrIo8HzfVru4AoK8LGknCW89fNj6TSYTm+ZxQZvOMsgy1OHDlmSEoSUnR4/agxQCksRW/oB9f3/fnr+5AuL7j6sybvJFCLt8njaKosfJUBxDWSLabZhOMS41JLS2PphOx26vLO0+XBr2Dc99Lm8IQ85vb3Pb5iYPO+KhlCI3tsdVICVeEFgy43kEeU4URfhak1YVqQsicGnA2vOQVWUndVhUvHhSEihlDdm+j3CqShDHeJ6H1JoqDCmEoMoyVFFYC0NVYaSkNsZaEqQkmPc1cape4ZSMefk5LkWkHWmQTmVBWDN36UiUn+fUwpqtPWXbZFRaU7mUeebaJqR5bhUSdx2EMYv+PwZr5EVrtFOocftUzielhFjsf15G7Sn1eFp+TpCeIp61ZCVxA0LpDG3l3HALEATUxnBhNuN37r6bNz3nOVzc3ibyfbIkobe+zpkHHmDU73P9y1/OYDajTFPbU2NuQpKSVlUxHQxY6nZJyhIhBLMkIatrJkVBd2mJSkpbEuYGIe3ygkprLm5tIaWk025T5jlZliGlJIgiVlZXGY7HeK4evS5Le/zupjNSUgnbmKcuS+IwZDYa2f14tveHAaauER2eZ/PZ7qGjKJgYQyEE09GIA8ZwcWcHUdccee5zqS9cwB8MSGYz2koh85zZbLbwAk3SFD8MbamlY/CtMGS4t0clJTPhnOSeR3r2LOd2dtjo9ZiOx9aECKgg4Irjx9FlyemHH0a7qqC8rkm15sM/93N0f/mX6QrB6f19rn3+84k2N21U0+mwlWXg0mZISZ7n1p0ubGOiSZpSlCUd36fX6TBNU/vwVRVxHFO6Ad9oTSuKHvc3eR5BHJNkmS0TDAKMMzGDde17nkeZ59DtooWtAqAoCMKQQEpMUaCwZa+FlBRC0A9DYte0aTIccmlvj+vbbdr9Pnldc3404mBdE7iJY3V52TaO8zxEUXDu7FmudgRAwyI9qJ1hLR2NbN7b88jrGt1q2YFNaxsxO4Ncx/e5/OhRLpw7Z6MhpZikKaExLIehNY4WBVetrTHb3ORQEBCvr/PgdEo3COjUNY9ubnLsiisIhSDTmpbn8cKrr6anFL7W7F64wGg4/AY/9V8fnDx9mmw6tdF0WaLKEjmbkaUppUtXhFIuJHxjDLK25azCjQ3zstJ5ubLCDcpzMqM1RZKwleeEnkdLSlRV2V4mUWSr9lotm8KpbJO40snr2pHhChuFguub4hTfRaWRu7bzKqCsrpnlOfuTCUIpOp5H4MzsgedR9nps7+5SpKn16aUpkVIs1TWHTp1i8NhjDK+9lq3lZWtITxKeNxpxXZYhssyqGEJYhSSOqS9eRLlgamEUjmOrpoxGj1cC5fnjaaEoelxdCQJLbIT1cixSRnPfS5bZ9aW0/VSSxG6zquw+nOdoQXycqgwsqufodOw6ZYkYjSAMOXrwIG+YTvnF4ZCZsRUuwtjS3toY/DkRcYqH78YFX9gKLuOUBam1VbycZ0jXtimbVMoGo0Fgx6M5yZ1P6p7th1M5Qqac4jBvJqiFNRgbV90j3T0n3ZhfGGMLPdy6c2VnrrSJee8Td03m6aXcpbmUtGbcylWg1nVNmufM3P0vnJKlpEQ6X5QG+53dv7l/ZwFH0ubfj3kayykuBktYNFaNmauSTwXPWrKSCmENQNL2WQncyZFPkK5yIXjw0iW8G24gjyKSnR38VguMYTmKOHXvvbzxx3+cremUh+69l6Vej5l74LM8J+h06GIbMB257DLrks5z2t0uk9mMqq7tBOci/qquUVKSF4VtAJbntvPtE2UvKZnmOcXOjm3qFIa2JBgr+c29D4Xrl9FttRYldPNctQwC1g8e5NLuLqWbnKfjMa+48Ubuu/9+Cq1JXYMlz/cZZRnD4ZDvfO1rrVHt4kX6sxmXzp0j1JqW79MJAoY7O2ghyOsalCLq96mE7cg72NlhUpZE3S5xt0vledRBQJCmTHZ3bafPwQAB9Npt9rQmCEMGFy8y2tkhHQwwzldUuch0TUraeU6appy95x7Wf+M3kMZwaXcXzxk4tXi8SgJsv5TSXSMVBBxcW7NGL2OI223GrnOmrir6nQ6j8dhGv1ovSGMUBMRxzOziRdtMK0lQwvY58LEPr5TSVmrlOSIM8aRkkOd2QKlrm9fWmo2NDR7Z2qIwhmlVcUFKnnf0KOPNTa49fpz/8yu/wqnPf55XXn01/+f++2ktLdH2fVY9j1Apdh57jOVej8uOHmUUx3bQdeRDuzyxEAJTllw6e5ZeHLN18SJZVTFzE8i874apawLPY63TQWYZYV1TTqeEUjKtKtY6HfwgIJnN6LZa6CwjcvfpaqdDqjUrvs/58+dZbbeRRcF+kjCqKvx+n1WnoE0++UnKoqDf6z0NT/4/HOV0avslVRVVmjIZjcj396mdKbo2hnYYYhxhKep6MVhjDL4b/OdRrXZyuufeL8uSwlV6FUVB5fvULjINnZHej2NbteOehaosF704tNYLYqDdZFMLsehuandriQ0uVSix6uoIKMuSrK5Zx6oyy90uYRBgul3bKbeurXcmy1BhyI2bmxRJwsmtLXpf/jLL6+uodpueMfTrmtAYUs8j9n1bjtzt2rRBFGFcubE6dMg2fKsqSyJcyTFpaomI51ny4Yyoi0qglRU4d85OfPPPCWH/N9Z3h3YdrJPEVgNl2eOpJld5JKTr67K+bi+yU0dRyu5nvk13DC+66iqec/IkX0wScIbnOQn1tDWQBkohn0hUa9sXB3edhEvVaK1RbgyXLpj0lW2W5wvr99La9t8BW9mFlHhFQf7EucG9L50SYoxZpJSMMQvDri4KyPNFx1pjDBk2Hem5MVZ7nvW3OBJROUIdKIVSyhJipyzleU6WpmSzmd23M/IqKdEu9SVhobboJ/SUmfeEmVMP6cas+XeZm85xqp8xhsKdu6eKZy9ZKQob7TqWWLtIx4BttFTXeELw6IUL3Pk7v8PLfJ9DQhC3WgRKcdl113Hx1Cnu+uM/Jlpb48Dhw+SuaiVyN63f6TApS6aDARsbGxRCcODwYYQQnL90CeVkvdKRFA9LbHq9HkVRkM5mhGFou9JmGfn2NmEUEUUReVFYFmsMQRxTZ5ntAeAqWg72emxvb+O7ahukpNC2XDEKAptbdANZf20NhOD02bOUVUUURYyShLU4pihL0tGIl1x+OaOzZ+kfPkzV7xO+4AX4n/scwf4+sVJMLl3iquc9jy9tbtqH0E2SSVFYd3y7TaSU7ZUiJa1Wy7adn0wQWcbx5z2PameHZDZDpClmY4Mz0ylHDx+mlaZcSlMmaYqMokWapuWkyJYQRIMBD9x+O8vr6+zt7mKwvXQq18UyzzICp6agFLUQzGYzkjTl8OoqoSNmlWu25UlJKwzZznNyrWm3WoymU3quJ8poPF78NEEI9JeXqV2jqUrYXhKdVot8NEJUFXlR2KqnomB9dRWtFIPBgOHuLqHvUxcFlx89yu6ZMzx88SK0Wmw99hgHo4je1hb33HMPP/wDP8BffvzjhHHM3qVLRNJ2RC7rmnB9nSuvvZYqSaycj/1ZAoB0MGB44QIbnQ6nZzNGw6E1/jmPxTyibylle4YMBuSjEX1jFg76qTFcmkzw45jVKKIuClIX0T40mXDu1CkSIdieTDi2scHOZMLa8eMML14kkJLp3h4fePe7SXd3ue7yy4mjiMm8O+mzDY4IZ9Mp09GI4dYWSZIQdjqAVTH6QUDkCMukLJm4SVO46FYKW/a6aMYmbHfZeZRaTKf2fnIReqlsf45oLutLuWigVeQ5RVUtSkBr83hjMeN8QfP9zis75orLvGx1Xl2UzmaUrm+MKUvk+jpKKTqOBHlS2vs5z9FpysuUQg8GhEpxuNfjzN4ey5cuMVaKIgjIu13iuZrh+4+rGWVJsLREVpYEZQmbm3b5dPp4xc68hHmOeXmxUnY9YyzBWFmB8+fta9+35MYYS3b29+0yV6W5+Bvstt0YCjxePTRXZ4RYmIDnfVgwBhFF+MCVQnBvnqPdeD9XA+beCmms/0ZKiVfXiLnZ2AUswriGbU8gLULaUmDfKd3zcbR0ZnpdlhSOGGVFQVVVyMq255fONzLvk6LnKRYXkMxTL8UTvn9VlpZAFAXG+XxyRwzm3hGDVX0852FZNKKrKkq3vcx1ql4ExC6dOO+hMm90WNf1472B5JNL7+eq4FxFQlivjTK2QaZxKlOptd3uU8SzlqzMu/rNu/SVsOjg52lt2/5WFd7SEl/a2uIFJ06gy5LLlpcph0MOex7TnR0ujcf4nQ6Zm9DK2pafaTeJzPN5SVGglWKapiilSLOMzHlX5nnKqrK/eTOeTKhL+xsbtSvFa8Xx4vdw/n/y3jTGsvS87/u9Z1/uWlt39To90zPkcJmF5FCUSIoU6UWSRTsKZROgFShyIicStAAGBEGIY0iBHMEy9M0GJMCCY0sBqCAEYylaQJkUCXGd4docDmfp6enqrbq2u599efPhec+t4ceRBSkDX4BgdU9X1a1b97zn//yf/xLHMW3bMhgMaIHSBOi4rsvJakVsboTdgWbbNrmZgso0JbQsDg4PceMY27Y5mUyIfZ/D+/fRWtPv9ynqmny5xPI8RkHAN/7oj7hU1wzf8hZ2zp9nsLvLxvd/P9Xzz7M6OsIdDJjMZpIzYJgIt5X0WRDLpFIK7UqvCFVFqBRWVZEnCdlyieM4DHd3YbnkuRs3ePIHf5CbzzxDsVoxt22WTYNv7MjrsDcDOGvbZpXnTF58kXS5RNs2Vb8vvTjIRVDWteh8ypKf+43f4Nd+4RfYNPZoz/MoioLRcIhlWSzSlMPDQ1G22zYLk0eQ1zWO67JYLBjEManJvKiWS4ZxTNG26/jtZZpi17WAASBtW7Ki4M69e5J5EATkWpOVJbbnMdrY4NbNm2R1LU6fPOehBx8k3tmhXi751O//Pmd9n3qxYOQ4a2C0c/481oULbD34IPMkIS4KrCgiDkNU23LzpZfws4w7L73E9nDIgW2TOQ6+ee+jlBx65ga66TgMWsndKNtWpm1gCczbFjvP2QkCsrKUPBjjVAqByLLYn8/Zdhyy2QxVlsSex9WHH6Y/mWCNx8xmM6Io4uh1ugZKj4+ptGY2mZAcHZEsFji+T2F0A7HvE/d6DHo9udE3Dd5sRpKmctBWlWRHGHpfIaJmSykyrdFmeres0zyWLma9tSWHw0FSVYs8J0sScf4hU7e2LAkcRLI/WsdZB26tu2O6aRXWVlRtSSaGLgrStmVa1xLu5vsSYJZl4pprxMHxzrpmo3Px+D7DMGQYhtTzuaRCWxZFXdOY4WQtylwu16DBCQKaNEVlmdiNu7WMdVo7sM5bAWE2zM2SIJA/57l8vbI8BTKDwak7SGtZF41G8rXMmYrrynMx4AkDNtef0/1/B3Q6ENOK2Pd9nscfagl/S5Ss3DtmXjnOWiMHEl1vVRVuK31ttgEta4ZLqdP4fnP/sAzLkSsR2TZ5Tq41rQExVdPI2jHPvytCv4tdaFuJ/G9hHVWhm4a6s20bQEsrTkhL6/Uq0bZEdKsN6+aas9uBdTR/bdyoaZpSm8HD7tY/5n1Wmfc5hoXRzWmiue5YX33qhuvMAR0r1A3xDsaFaUDef1Wale0kET2HbZM6EnlcgezozF69sSxWlsWLRcEf377Ne12X1WTC0NClmedxdOsW8+WSSxcv0oThuvzKMiK3cDhkuVziRRFZnuOHIXPTSzGZTultbeF6HtqyiKKIbLFgNZuhm4ZRv4+tREtwcP8+/eEQrTUzrenFMUWakuW59PoY94rrSCjZcDxG1zWrkxMJvAPKPMcLQ3IDipTWVHnOoN9nZQoG8zQlbVv8IKCpa1ygbw7h7HOf45wWjcQsihj9/b9P8P7307dtlr/7uyw/+1ki32eRJCjbZv/ePYbGndJNcNPFglEY4jcNq9UKbzDglb09xleuYDsOqZYAI297m94/+Af8xW/9Fg8bNmXTtjnOMqarFWf6fcpaagRKpLAr8n3uJwmpuQmr5fJU/2IOXG0OiV//2Z9l2Oth1TXz1YpFK7k2b3r0UXbPnuWZp58miGNJ4C1Leo4jgM9YxR2TY9OLIpZGj+QVUnGwbBpKA0Qx9LdldAij0YhsPqcyh3lSVRTAg5cucZymBEbE2rouvfGYvG1Z3blDeXTEruPglyUXdna4fesWnusShiEqjml6PezxmMaWOP+T5ZLNfh/KkjNxzLMvvMDR7du0R0cETcP2xgbzkxNxqGAoY8ehaltZ2zgOm1tbtG3L/uGh5PDYNtF4zEBr8pMTXM+j8Twaw2CNRiN6QUDPsIOrNGW+XBI4DpsPPsgqTbl3fMy5s2c5nM0ITSfS6+1R7+/T295m/+REBN++T2MSNj3LIrRtEVf7voR8GfDuWRZFmrJMUzlsjVDSMbZMVykK0/0UDwZYSgkA0sY9ZIlwsjTC0rIoyNKUsm3xLQvPdddC+7aVIlMdhrzjbW8j832+8+Uvi0vIFtu0DWsqXpk1RTft1mXJsmm4ubfH0eEh/TCUfqs0xVks+KkHH2Tz+vV1QSj37uFaFtthyP58LrqDuqaez2m3t8WV1uWXGDciVYVT15SWBQcHcOaMfL1+XzQrHahJU3nhy1I0LZ3mJIoEdJhVDHF8ak1umtPVURyfggyzfsVoNggCcT1mmQCc8Vhu4EbvtrZHd+9Vs15SWcalnR22Dg+ZmPXGuqpAi8hZ1TXLgwNZ1SljBTZDXGlu1p1tXTvOejXY9fXUjiPShLZdR9lXZUlt27TGzVNmmaRUNxJOiNHAdN+vW/MCa7bFcd11ReK3GDkAACAASURBVEOnc8k7dkZJaaMy56Fr25LhFYaSk9I0oo9spDImS1PassRzHAFYliWdPwaIO0Zfh5ZiTsxaq9NM2QagdHoVx3GkKNb87Hb3+pjnSl2vyYXX+njdgpV/88M/zM65c8QXL/JKkvDbH/sYL+zvc5RlNFFE4PtiK97YQPf7vHRywqMXLzIqCqymocpzKqUIhkPSkxP2797lzNmzOL2eCGQtS94UWnPl6lUpLGslqtizpeSubhpmsxlnh0OKuqYuSyyl8MNQwnKA0ETHY9vYrkvdNMznc1zPW/viR6MRdVVx5+5dbNumLgqO9veFKcpzhnGM5Xkismsa5osFg9GIsiyJTYO0bVY0nWVaGUdA2zTSA1KWzF95hTtK1Pmjd74T3vxmSXx8/nnKxYJmuZRJ3RLBqNaaUa+3LrRqlQTOFVUl7Itlcdfz+Ic//uPce/FFdjY2JD8iSYSKHA7Z2NyknU5xzWsxCALy2YyT+Zw2ikiSRICDEiGsHwQsjYXb931JGTaHRFEU+GGIrRSR6xKb17kopA14PB7TIhHRgygiMRRl1z5rex5plrExGrGYzfCVIjMpjba5WTSN5DnYSq0LL7uI/tCE+IW+L/k4iE25BbIkYVFV1HXNcZ5z4exZQIS6VlHgmd8dWnPr1i0sQ+F6vk9pmBl8n4P9fTYeewznVRbE0HEol0sGUYRjWdRa88DVq9zKMpSx2lvdLth12a8qTuqa+wcHxFpE1kpLx1S+WNBoTd+SBtzWcbCyjAs7O2z6Pj2lWBwcEGhN4PtcOn+eIkl4ZW8PL47ZPneOvbt3efChhzg8OfkbuPL/yx9229LzfULbljVcELAAAke6XhzbpmhbVJriB4Hs/R2H2POosgw7z2WSNyua1rZpTYq2qmsik2Fhua7Y4euaUpuocqVoi4JcKbKiEMeaiSZwXRfLgPKuGyYKQ9763vdib28TbWzwjU99SjqtMDdF61Tg2+kFOreFbiT2PK0q7LKkzDLssuRHr1zhzP372GHI5P59RuOxTMFRRFRVBLMZBIFEE7QSTMloJODi1aJX26ZJEmEWOm1KByq6lZBhZqnM7clcXziOiGa3t0WzEoYCYLSW79VltXSrxiD47q/TrRraFjwPbfRyawFu92+K4pRxadtTBsd1YT5nq6qYG/1FY7QvPsLm6iyjSRKCMKTxPEmLLUvRIppr3TGDXGOJG7LTdtRti2XE91YlAWsdw6SVRG7UZi30andR17ytzP3CMaya7boyMJrzvLM1K9v0HFmWaCiBwmhrXFPS6fj+abigeV20YaobI5foygUdw55ZQGDODrp7IWYwMj9rY0luS2sExV2Wk2uSk7uEZ8tolOpaksM7d9Jrfbxuwcrg/n2q42PCquLdb3gDF//xP+YTn/40X3nhBe5UFSdZhhWGtErK62aexzPHx1zd2hLth1Is05Swrum7LqvplG0T9hWZ2HELob0WpuuiNta+tmno+T52EJBnGVZZYpk3VWBLHseqLMnNTY6mIR6NKIuCXhStE0lrI7w6PDggMAdcYYJ1qrKU2H0gy3MGgwHpcskqSYRBWa3wez2aoqAylKBlS8qkZYnItxNelkVB4Djo42NunZzQzueEm5vYV6/ibWywun2bye3bWMul2HqVWmeOTO7fx3Icxru7LMsS3/NoViuCXo+TouA9P/VTBD/yI7zwy7/MhYcewp5OsX2ft73nPXD7NkEQYEcRbr8vK6Y0JfI8VllGYFnkdU3peTSmTLI0mSg1ogdwjR6kC0bKViuU61JUFdnhIb7ZD+dVxXy1Irt5E7uqCF2Xk1dVG+ycO8fx/fu4ZcnCFEE6trEWltIFVde1CKsd0y5r6HqahjgMydMUZRxlw/GY6Xwur1fTMJtM6JlumZODA5Kmoe95TI6O8Ax1bSGAzckyQs+jyHMpT8xzOagnE4rVCoqC2ggU8zRleXzM9OBAPj45oWhbbty9y8Q0endaLczvTRtWsGlbKpBCTGPLTJKEKo6ZFwWu47DKMumpsm2yJGFja4vd3V1spTh39iy9OOawqlhmGZPZjP7GBg88+SSf//znefNDD/31X/h/FY+6ppxO2fB9EcV6HtlyKTcFZGWTZJnoA8x06CgjhKxr2rKUYC6jbXAdB9W2NFmGimOcMMSzTLiaiVdw2tMgr9YAx05w67kureNweWeHH/rRH+XmcsmLzz/PYjbj6PiYSV1jlSVvf9/7uHj5Mte++EUObtwQF5NZE6tWulosM/FrcyNXRgexWq1wXZe3AO8bj6lu3cL2faI4xk4SuVlmGUEQMI4i5klC6EiybWCs1RYIWOnWNY5DVktgY9k0+Ab4r1kPEy72XauYjh3pVkOWJXb9uhZwAwIwLEuYmSgSlsZYsNdARGv5dwZUEgSn4l44BS1an7I0HUgywlzlebw3inilKKQbDtYrNrdtabNsvT7BlVZrxwS4pcZujDptO24sY1lvJEfHwuTgGCCi01R0JZbYxFt9GizaaUW6lGTV6V4cBzcIcGx77dSMzHqqrKQ6RNk2jnH2vLpgU9c12vNkdWSSzzthcAdmLcsSxsUyQlgDVCygNu9r91XrLfUqwW9joh0ax8HxfcIwFAG5562t0V11SdmKRdo151OnxXotj9ctWPnm3h7/8Id/mLMPPMD/89nP8p+/8Q2SLKO3XPLRH/oh/o8//VNK32dp0GMThtxcLtmrKh6KY2kxBdKqYmCJ3eql69f53ve+l8PplK3tbWhbFnkuuznHYTGbkSqpUd/a2MAOAl7e22NxcsKZS5dkEm8k08BWCicM2dzZkTj+uoa6ZpFluLZNmWXyBjSisCJN6RqWQ98nsG22NzY4nkxogflqJQIpQ896to2nlIh1q4osTQmVWkf+51mGa6yttdYkacru9jav3LrF4uCAk+98B/fcObyzZwmbhladlkBWhbRYF23LSVUx6vfZXyyI+30Rf6UpJ8BxGHLlQx+CKKJ//jxeGEKek9Y10SOP8Knf+R3Gvs/g7Fl2v+d7WEynHFy/TrVYYPu+qOxtaSUt5nP8MBSK3VCMXWS0Z1gl23UJgoCsqtgcj1ksFjSGVYoGA5wwpC4KfFt6l7bjmP0kIfB9PvrRj/L0l77EZ//4j4VpsU7r2d3usDATgjK6BN828dFKiSsI2V17jkNqYvNbpfCQ1N2iabCCADsIOJnPWVYVb716FZKE+ckJrlKoPCc0F76DaB18426499xznHvySekEMtPW7PCQerHAbRpqrVG+z9FiwZ1bt1hallgvO/oWYQ2suiYE0dU4DkVZ0nNd8qoisSySKKLOc0IDDB1EqxJFEbppSOuazQ6MGfHcZLHAHgzI2pZvfvObKM+j7XQIr7NH1jToxQLfknBHy/dpVyuxGxtRYQtS1ImAEcf3xYbauVSAzKwl66ah9TyU6xKZHiXblvDDOk1FUwVrE0BdVXJzMKsj1wRWuhsbqMuX8dOUJx56iL7jcHTrFlG/j9fvM9Oa8eXL/OCVKxSTCdevXePuzZukSUK1WskqRIkVWtX1GrBYrVhFnarif/7QhwheeolZXRMZzYM2Gg0VhpJbEgRseR73Dw7obWyIKLej8TvHjtF/eGEo16DjyDqn1zsNb+v3BYR3jEu31jEaDvIcTk5Owcrh4amw1rxG6+85mwkbcv68FCJqfbrqKUt0GErbc2PcRurUkbKO8w/DU0CT59Dv8wMf+AD/5yc+gRVF606fBrlZV1m2HkCVMpkqnoftSgFkbcCiblspbK0l/VW3rXTkNNIdZCkl7ynDsqH1afmfL505jln/NYhuSRk2pVsxduF9vmHrLEQD0sK6+NLuNEzd79WsHduqEjtyB5q0JBQ7mMwU87W7db+FYUTM8+lEuq7W61VRa5gay5EuKj8I8FwXz2QH2WZt1CADf6ulEqd2HDz4r0uz8tO/+qv8u1//dVYf+xi9nR2yvT2ObJvH3vMebNflF3/yJ/nV3/5tUttGRRFlmpK4Ln96dMS7x2N2Ab9tuXT+PHo242yvx8HREd+6do0HH36YxWKxtpwp2xbtR7/PfDqlVYrhYIAXBIz6fQ7v3GFjY2M9LQP04pjpasXtLMMPQ3r9PllZCkVsMgeS1QqtNZfOn8fzPPZu3hSngOPQpikHd++KD9/ctMuyBCAIApQWYWfZSCGa67rS/Oua3iAtYjzH8yi1xjJ7zk1TvLf3jW/Q933mvR5Rr0diWUxtG29nBxs4XC5J45h3f+QjPP3lLxPUNYOiYLhaccn3uaUU7/4n/wTOnmU5n/OeX/xFmEy497GPMYpjuHmTaH+f5viYheMw3Nzkyj/7Z1z5whf4/G/+JpObN5lrifR3jF4nS9PTHAGtiYA6ywj7fUIToFfnOf3RiMRMtxgtQBzHZEVBP4oIleIdTzyBKgo+/cwz3CsK/vd/8S+kbFFJgFxmnEl1WQqYW61EmKakHbcXBDiWRWVZTPKc1KjpPcdhmaY8cP48B0dH5JXE5bdNg601J/v7LLUmMhPL9Tt3cFcrLgPbYYiTpuyYVY0bBOgsY6Q12bPPsvnII+g45vjWLcYPPcTR0RGh1jx77RrMZiT373Ny7x4TrVk5DjOtmZmppaOFtdZsAyNgN47JDfhzqgoPGMYx2rZR4zEHx8fYwDiKpL+oaQj7fSk/7PdZzGZk8zl39/Y4e+YMRVEwn0y4eO4c58+cYXL79l/zVf9X81jMZhSeRz+OaTyPIkmgKChNojCOhF45yKFqOw6O1uRFQZMkwsBpySKyHIcAcRDVZj0ced568u30AcoIZttWkpI9rbEdB284xOv1KMz59Mp8TmIYsb7ncfbRRwk9j8VqJQ5Ay2JpWUTb2/ytj36UBzY2ZN1TVZTLJW1Zcmd/n6997Wvc+PrXKe7exalrHGD77l3O2DZWv89AKZr5XAT0UUS9WMiqod9nM4q48c1vcnZjg5PlkujMGQErHYDo9WSF47q4vk95eCjhlScnctOLYwEMR0eiI2nb7w6Gm07lNfY8ARG3bqGDABVFAjJAAMVyKeFyx8fr0EmK4rTB2QidWyNkxbZPQVEQCCPTRfd3rqAsk7/r9aBpcJZL/rfHH+dXr1+XJHSEiaxnM8r5nLZtCXs9Wq0lmBKwXJfCBM0BEnlgAEtdlrR1TWXY2q7Dp1u92LXkgdWILlIZOYDjSKKv37brluRugPI7HZPWApgsi9wMJZbjSNaLGV5rAxLaRlLTi7ZF+74wR4aBb7S40FxHLMqtYby60sV1GCECUCrDLOI4a1t9af6d5Uohqud5wqgY7Y5Sag2magP+tQmjczsNz2t8vG7ByuGzz1LN51w+d47VcskHH36YV8qSQRhyfneX73z1q3zkve/lP3zuc6xKaTRutGYf+NpiwVvDkHc98gjq29+m9DzuLxZsjcesplOODw8ZbW6C1gz6fWZHR1LaNRqR5DnpYkF/OCRNU2kmblv279xhZ2eHuizxTBiQo7V01bguw+FQehKiaP2L7IRHd+/dEyGU68rez7YpsozQ9ym1lrAqc7Pc2dyU1YwlXSKNFuszWmx0SZbJvruupTixbcnLkkApUiPQ7TUNiWntdRpJcK0dh7bX4/jwkCqKeMcHPkD82GN8am+PL65WPBQEvOOBB5i++CK+1hwXBY+fPQuuS7ixQaE1fhxz7h3vIH3uOerFgjO9Hkkcs0gSrv/RHxEAJ3fuyA3a85gVBdrzBKlXFb75OE9TlHnefcehKIq1i8GypASyURLh3GmFavO7b8uSwdaWVCHcvUvkeQy1ZmZo97qqhLI2WhHLsqjynCiK8LSmHwQsplNABM2FbZM0DSkQK+li2trcRDnOOjHYAjxzkeawvim1SnGwWrEFRECQ5/RdFxdwDFDzwhDLtqXx2kySaZaxFQSoxYLbL75IPZ9TrVb0fJ+Z2U0vq4ql1lSYycp11w6CCpmurLpmw3zsKMUwDCmXS6osE4fHaEQ2m3Hl6lU4Pib0PE6mU7xej7wssYzGx+v1WKWpAJqi4EKvx8XNTbQRmr/eHk1dkzeNWDV9X8SJTbMutFOvEgquiwYNIMiKQpgU835USP5K1TSoqmKV5+i6xteaoChEKG5uUM2rhPG1bWP7Pu9+//sZP/II2WLB0XRKYyZk25H8jEpr/LZlHEU0dU1g2+xnGcuq4mi5pG1bPNdlkSToumZ3c5M37u7y4COPcPJ3/g5f+uM/5qWvf538W9/if/mFX0AtFiKMzXOU74NJdLbqWlxH5ho8v7PDZDKRGpDlEi8Ivnu1YjQpKgjwz5yhnc+p5nMRpRtLPUEgAKFLtgUBLJ2WJc/Xf9b37qF6vXUCLyD/3/UIKZOEW5t8FaOfUY4j640gECbHrDToVlJKnepkzM9LHAvjU1Wo0YhLTz5J8KUv0Wxt0XoecVWx7EosDRtmGw2Z1UrBqG3W7miNZ7RKHXCqzIqrNQxPa1iN1rLkejW6otasALXr0rrS06MdRwoWjR7JtSwKxM3TiWlrw4TbRv9SGZCsWnEpdbbrtpKm6Lqq1sLcdcihZa3PrhZojHjWMudW5+xpQATbHQNnWDbLfH/H9/F9XyzK5mvaZs1VGza4NT+XhdHtta38PK/x8boFK3/xO7/D1Y0NcXQMBmwPh6i9PabPPsuLN27w4AMPMNjd5dpgwBePjqhHI1qtyTyPvaZBNQ3bdc1bTMOoVRQU8zlFkkhbsD7NT/CDAAUcHBxw8fJlDg8O2D8+Jo5jEtMkfHh8TFFV0jtSlqJxyHO2RiNsE5dcVhWp2R1naUrVNPTjmLossZUizTKKpqGwLOkFKUvJ/DATfWuU3LYjMdtlmsqbQWucIKA0+8+6quQiNbvuyIieyjwnHA4ZhyH7acr0+JjYUKfReMwijrEHA+ZJwv/19a9z6fx5jnZ2iN74RvZv3eKPvvUtVFnyxJkzDMKQM2fOSE+K69JkGX6ScHzzJuV0ytnRiG1TiNfpcp79+MeplaJdLOgVBYHRBHSirl4UsaoqAXumBKxqpJtDKYXrugJcXCmP7I/H3D84kJbQNMXV0ql05/ZtJnfv8kMf/CDj42P2rl+XBEWl1g2wbV1LTo2JPU/TFN9xKGwb2yQBt40k7Ta2hCrN65qJESG7rvQn5XmOC+uDy7Es/Ebq3xulSID/8cMfJnr6aaq7dwlMwJxXVcQmOTctS3SvhzUYkLsuURzLCvLwkOr4mNn9+yxPTmjMhFk3YtuvzA22UYq8rmVNZNZYttlt95FuEAeIHIcojmUFad6PURRRFwXpdIptIsFrs+q6e/cu4+1tIpAMj+WSrfGYx97+durFAt3dgF5nj7qqUK4r/T+rlezSez2qPMc2jIpl9Czd4VyZ9afVivi+xoBSczPSZUllJu0uxbTTkLSGXq94VTGlFgGztbHBIo4JBwMu7u7SGOrete21tbVsWwojvC+CgMi8P+dZJnkqwGq5xLcsJquVhMA5Dr045j0/9mO8++/+Xa5eu8bZw0NUp/PoQMPWFur6dVkBWRbNdIp99izBYEBc1yyPj0mWS3EFluXpaqZtZa0Ccs6MRuTTKd5kghoMBIyMRnD7tuSogACJDujkuax/Fos16NCzGWp397TXpzaJtml66gAqCshzdBzD7dsCcHxf/pttn66iOhbIPL+1dTnLTr9eFxJ3+zb/7eXL/Ie6ZqOuKWYzyjQVttSAlK4Fubak+A/XlTOladbFg61xFXbC0tJoYQpMr1BRnArhPU/+znHE8u26UufgOGglpYXdMNtVr+hGrL+1Adq07Tran6aRKH3DrijzPdCii2nrmtoAqrU1Gb4rcLNb6nZZMsoALMz7tbUsVFnSOpIXhAGKdifMdRxZOxktV9tK23fdNOR1jW+MEgC1+9qrOl6fS2cgqirsw0OC/X2cvT2yF19kmOdcDQIe1pp4sWA4nfI/PPUUu6W0cQa2pPElQcAt2+baZMKqbSkN8tNmJ/jKyy+zv79PtlpJ8Z5SVGXJBZNi27UnY1n4xmZatS2zJBHazbJIioK2qhj2erhK0QtDLAMwlsaRYVlSR+66LnVd0zVsVk1DmmWn7azmjVlkGYvFQnQrWuNbFqHr4rsuuWl7bmyJuC6qSnbhBsk2ZYmyLEnjDAJ6oxHzgwNWx8did24a4q0t8rZlCnx7MuG5xYJHvu/7SD2PR9/9bnpXrvD0fM5/un2bWwbpU5Z4RUFcFPDyy9T37nHu0iWstmX/1i0sA7SGQcDi3j0Wh4fUbcukqkhtW/QDCPXa1ZJ3KZAacUi0bbvW/XQuGd00pKuViNuAbLUiWSyYT6dkxh79/37qU7x06xaOcRI0TSP7dfOxZdsUhbTgBmHIyPTgYFY4RdvixjGlZZEAZ86elQ6gKCJvW5ZlKVODARCluegbZJ2UGybrYx//OE2SELUtlbGF74xG7PR69MOQaHOTrTe+kf758xIOBlDX5EdHVJMJZBmRYd1qs/5q23bdDdK5oywEVDhI0B15LomVjbhQiqJgYdiiYDBgZZwcoecRG4q+qip2trbYu3GD4WDA5OSExWKBZcS5R0dHPP+Vr/DFZ54h+UtQuf9/eDTGPtlFpKM1Vp7T5Ln0rmTZ2rkFSKib6WNRIO8P18UJArlZGB2bpRT5dEqeZdRJQmMYBgsRRlogf/Z9BufPc/mtb8UdjWSFU1WkSskhbvIwAtdloBTlcrl24yVFQQoMgoBkuSTLc5qyZBzHhEoam5dpyvHREfemU44nE86fnHBlNpP1Syde7USyWUayWokFeLnE3tmBNEXZNsPhkEEQyDWxWJyuYUxQ41r02lmx21Z6eky5azcYrFuRQT4viuR7z2ay6qlrlEmKZrmE4VD+3XAonzsaCQDp4vmHQ9Hn9Hpo35cU3c4SbRgC4HQtlCSnAlszVJAkp9qWquKd738/gQGrpWGyMWuYppVMkszc8OvufW/0bK1tr88BzGpl/T/HkWuQ08Rj2/w3bUlCbG0iBFrjzrMdB+15a5F/lzFV1DV5WYrA2+ilbJBh1nXXTjbfEvuxY1mizzNsVQciut9Lo7WkiXeAxvyOOh1MCzRlKecmrNvGnW5NZIZIu/uZYJ3W3pjByenYLfMzlG1LDuuz8rU8XrfMil2WOOOxUE22TWrbWGnKYLlkq99nvLVFryx594MP8u03vYk/n8147vhYRD9hyNzz2CtLJo6UCIZRxKMPPcQ3P/1pHn7DG5gvFqiiwDIXooWIKHtBgAVMJhPCLGM0HpPkOXfn83XyYFFVtGZ1URlB3mI2I12tSNKU8daWRHub711XUiQW+T61ZZFVlVBtTUMYBKzyXPpsgoAkSejH8bonQhsbnmuJldh2HIq6xvN9UZZ73vrGX2tNmiTsPP44b71wga985jPkqxVeEOD5PiqOyVyXK1ev8uVr13jm299mEcecv3iReZahej0ef+IJ/vNXv8rNa9d406c+xUdGI+489xyXzpyhfuUV8hdfJL93jxsvvEDQtizSlLDX42A2kyK3tiXTmsq21xd9YezAXfOoNtR2VlViAdQmqElJq7Y2oKNjjKxWciq6igON6DfS2Uw6Vwyt3Bp9T2N2xrmZmDVQ1DV3jo+JENFtYcCHY1ks2pbUsrB7PYrJBNf8jkoDlLS5QG3AMxdjqDUjx2GaZeyGIb7nSQS3oUDbslwnDR8pxdZDD0nYVFUR7OxQAXFZcnB0hE4SbKCqa/w4xk1TLKOBKM1h09Qm6RjwDQVtRxFJUTAyeSFxv0+hNQcnJ9yfTrF8n62NDdLplO3tbRLjiDm8exdlSxChriqGgwGqaUiLgh/50Ic4WS7RSfK6nXQqWItOtevKdW5Js2yeZTKFmsI5u6PuqwqrLLEdR96LVbWeaD1jD3Uti7QoaLKMwnFwo0ho+W7aRtwhb3vPe3jsve9F9fvkbSvaM61xKqnU6FxClm3jtC2bccxekqCVIjbFooWSUk7L3HCUZTEejagMI+l4HioMecPTT/OG27fF+aH16SplMJD1y94e1Wq17uLRkwlqNILNTZqbN9Geh2eGvTWbYtsCfGxbQESSoIuC8WhEliREBweoxx6TVNouI6VbCVUm0M33Tz/u99FFIaJT2xahbQdYuqHItgVQ5bkUGNq2aEY6tqZjSjpWpWlOmRVzjRAE8vVOTk6Fwm2LMuvmOE2xLYssy+QMMYL7LgAOc15UyI0ao/dokLPFMoCo1JLi6nkepWHelG3j2rYMk0ZXYrkuynUFuMB39f/YZlXUCVSbspTVSlliG3bPQgSyyrCrrhGHY1ZIKAlJ7XqPtG2vSzHrTpDbSg1A9x6tzHVQd0BdS3li5wSyDXtTORLn75jXuDGbiM4cYRt9i20AU/faOUoJU2699tPD/pVf+ZVf+ctf9n9zj6vTKY/87M8SPfooW089RT0cou/cIYxjkiRhd2uLC1euYDUNI+B//aVf4sd/7Mf45le+wtHREZktke27vo+vFH3bpjg5IVkuabIMu6ooFwuKJKExawaShDxNZSJ1HA6PjtjZ2eHM1hbzyYS6qlguFkwXC3H1hKHE0lsWi+lULMRhSG8wEOrMdQUoOA6xWTUVpTTteo5DkiSSJGtZ5MslrVnvJEWxZk80MilWhjlptQQHBVFEXhRkpkE1TRKGwyHJasXt+/eZ3L3LdhBIpL/nYTkOXr9P7Xm8NJsxcxw2Llwgtm2iouDmnTu89amn+E9/8Ae0UcSRZfHVv/gLvGvXeIvn4S8WHH/5y5ytKo7v3MGqa2wzNe0vFkRBQFHXrEwKqG2C4vw4FvusYVUcc/Hati1sikHo3QVV2zZLQw9nTcO8LEV30LYEccxwY4OsqrB9X+yB5kJODR3f5RF0hXSlcW9VhrK3ENSftC2VbXNSVSy0Jm9bdsZj1GpFU0sEd7/fpzK/L9tMKplStJ6HqzXbGxv4vk+zXPL9V64ItZsk+P2+TOurFdab3sTGhz6EeuwxmvGY6WJBHEWEjsOLbUBp9QAAIABJREFUn/wkk299CzWfc/Dyy2SzGf04xvZ9FsZ+mXU7ZgSMOkCkNVd3dlhOp2JnLkvGGxvs7e9TaY3t+/SGQ4rVit04ZnVwQFGWvPnJJ0mShJOjI6hr0qKgNYdqWVX0w5BeEHA8n1MrRTQace4nfuJv8hj4Sz1+41/9K8kTMtOzEwT0w1CqKZJEVjpmzaYbE5NeFORpKuAC0Z14CCMYuC6B56F8X8K+DH1uK4VnaPZaSXR+f3eXt334w5LbodS6LLGuKvqex/nBQIojuxgDVxrMacT26RpmsWkahkbUqI1OTbkuI8/DqSre8tnP8tYvfIGNl15idXBALwhEo3FwINlKTQPLJSoICAyFr/p9WQ+ZaoEugXe2WNCzLKyO3WjbU0bFgARloh4s3ycvCtyjI9RwKF+r04t0QGe5PNWT2PappqRLwbUsASuuK8AijmF7m/rll7HKUsCK6552DFmW/BujM/yuxNw0lY9d9zSBtzEW6Lo+BU5nzjD9/Oe57zhM8pxSSYs5Sjq6iqYhqypZ5VkivPcN26msV6Wdm/eMAmmAx+jHEFeNY5l2YiMC7hK81yyFLfkqXdFfa1bhVVGQJ4kId41w1TI6FYWsoTvwoh1nXa67bqHvQAQIgG5NtIHRlTS19P2sqwta6SfrVn6qe47mdXVA3gtG4qCVhNFhJBYdk9YYmUL7qufZrY5+7qd/+jVdt6/X4YhkNuOFT36SC+94B5e/7/t4z0c/yvjxxzksCi6+6U20/T6TRqyk4XLJwdNPc2E04rd++Zd5z+YmO6ZTwj13jo3Ll1nlOUfzOfcmE+7euye++Txn/+ZNksNDNuOYKsvI53O5YPIcHzi4e5f79+4R+z49V1JRHaWojOU3mc04Pjgg9H0sJCTMVhJ45pipIFmtmM1muJ3yG1itVgxHI+J+n8nJCWVRUGQZhYmrb5CLpkYC2zprmgI8zyPrrLTmjdG2LVYjNtWLSvGQZXG2adisa9J79yQtF2hGIz73zW9y4dw5Nm3pFLl77x57R0f8wWc+w9kLF7DSlDbLOGwa/u+vfY0zjz2GG0Wcfewx3CtXOP/2t9Mz2oe8LKUISym5eZuLqjGMU25cOJ1CfbVakZvcB2UQfqOkyK0ywMVyHMk0UKJGT4qCQos7Y7ZcSsR+tz9FLvjG0JC6o3bNbtf1PCpzYXlBIMAGSIFV05A0EomvlOLg4ADbcaRuQGuZwMzkZNniGIu1Jqxr7LZlOplwMp2SA3Ucy6RjdrVBGGJ5HjPPg0cegdGI3Li9yuWSYn+f/Rs3WB4dsVwuyauKzc1NPKU4Ox7T6/bR3WvHd5eInZyc4JqVYtzrsVwu8W2bwHXRWvPK/j5nNjehLNkajWS68zyyumZzc1Pq7I2eyVaKIs+5fOUKSZ4TDwacvXRJXufX4cMx4LcyNy1XSwJot26ttaZZraiShHy1Il8sqEwkvt1Kl1XP8+TGw2nNR7fSdR0pqcSslm3HwfU84n6fs5cukRlRe2Nce77n0ev3BYhnGaqWZFPH85hpTW5Z+P0+2nWJHIeqli4Xx/cZRxG9Xg/dNAw8j9Fyyfd++tP0r1/HK0uxxytFc3QEJhGaLJMXwvdPNSQdoHBN4qwJfrNtm/FgIDq4sjzNTumYC6PX6dw9uijkXDPX8Nr1Yyo61quY1UqeR1GAGdS0kiDGtabEcdbhbSQJOgjkv83n6+eiBwN0Ucifh8PTTqAOAAWBfI9u/dMBHN+HBx44XR8B73v8cdoswzZaMMv8Dhsz6LRKURgmy+mYEdtesyFdKJvuAIe53hzXxTEBbW4QSOK5GRAxrLfitBCwi6vvXEStOcdss8ppqkpWQQa41EZf0gFAH2mStzt2zhan0DqQDtagzjIsoTagRdfSF9QAltFDqW6Qa6TCpjuPGyWi29q8rl2vVZcH061AHdvGdV1C3yf0PEnd/kswK69bsDI8d46xZXH8uc9hr1as7tzhqZ/5GT7wMz/DQx/5CBc//GE23v9+asvCV4o4CMD3uaQU/9M738ljTYNflnzt4IAiDInGY/zxGH97m1Rrbh4cEI/HeFFE27bM5nOmWkMU4bouyfExPcsinU5ZLRaSq2JZXH3gAS5dvMjGxgZlmlIslzRNw3K1kmKrtmUymZCuVuu44lZrjg4Pmc3npKsV05MTtJZslNt37pBmGWma0miN7/sizN3YwA5D0qoiy/N1hLdlDsyuTj4Iw3Utd5Fl8qY1uRtWXTN0HPyiIN3fx60qNi5coLBtbr30Eo+Mx4yHQ24cHPAj/+gfcePuXRGXmbWK8jxeqSr+ze/9HoxGJIuFHPY3b2IvFnieR1IUjMMQT2sC26YfhuKzryrGccwgiujHMZ5Ri8dBINbtVmLMGxCQYSbUTsSI1vhRJP1KhqUqypI0TYVG932UI0mPvGqf2tnp1iVhJstAty15VYmg1nEobZva/Jxd1P7ZzU1GgwGOEmdVbayDqVHdR65LTynGlkVsPq8fBLSAu73NUZoSGcfCoixpzp9n62//bcmO8DyS5VJWEdMpi/v3UebQrMsS37YJbZugbdGLBY4RrHXTmOW61OYg9cxUH5uI9TrPKfOcKAhIZjMGQcCDGxvksxnzkxPCIMAPAq5fv87JbMZ8tWLf2Esdy8IzP9sqTSmNzmjnzBmhml+HD6cbFkwEQN005JW0Hlu2jY+8P5osI09TkixjWRSykjQ3g04AqRyHUmvSoiDNcxzPw+/3seMYv9fD6vcJ4pg4jhlHESMTw18asGu1kuUSBwG2ZbEya6HWUPm6bUmbhn4QcH5jg7Qo6NkSw940DUvjItsIQ7bu32f3d38X6+ZNnKKgdRwKUxxoWRazoyMBXV3ZoOOcprl20fhlKa6aoyNhnZDhR2t9uvoxN9luPaO63BLLwvJ90V1pE9oWRadx+x2bkufCsnTAyAh3Lc+TRmE4FdMWhQCL6RS33xeRaJKs3UVqPhc2oANelgmla9vvLlI0g+S6ZDEI5Ll1guO9Pc594AMs9/dFi2JWMi6IK6auZU1tmBbXaJQc28b1PDxzjtiIwNpGWATPtkVI7Xl4QSAgxpWk4nVUvVnpqA6kmNW06v7+VSshZVk0VUWxWklztmFzmqpCdayGEvefa6zCtjnnAqNpsozORIPYnrURxZrBsjHnXac16UIGW6PPoZUAPGUGSsv8DN09pyvSLA1z02qNa1lrTY3dre5e4+P1edoA9HrsPPggd/78z+HZZ1GTCTe+8AX6b3wjamcHazRCHx3x8te+xpbn0Tt/HooCtb/PmcNDfvLtb2ekNTeLgmfu3WPh+zijETvnzoHvy9ogjrny1rcyWy5ZzOeM4hirrllOJoTGBuZHEa1ts7m1RS+O8cweez6bMV0uyUzKaI3021RNI5ZZ26bOc6bHx5JkOhwyNbqXfq8nxWGIyCkyWSi22XFqpbh/eCiWS6UYDIf4vr/uDCmMZXLQ69E0DclqxWAw4PDgAN/zSJqGb+/tcWs6ZZbn2LZNoBRNmjJNEiZJwqNXrxIWBZPJhCff9S56GxsMxmMGvR5PPfEEAJllMQU+9ZWv8O1vfxu3qijv3ycznStntrZ4+xNP8NDuLp7rorQmjqJ16md3gVlaE5pQoaoo5I1em4hykDTdtl2DjK4Qq1it0HXNw488woXLl+maZy0kch/DNHTCsVd3adhKApoyk4vTCcO65NzW3MQwjJSnFKvVShJ0m4ae5xH6PllRkABOHKNdl95oJFZKWwL/HMMq3Z/POfPYY+D7ZFnG83HMwfd/P/FHPwrGQdbzfYnOBvLpVFq521asq3GMA1y9fJnt0YjIdaGSqO7c6GsarQlcl9CI63pRxPmtLWzb5h1PPUVmLNonR0fYVUVsbkat1lRlSZXneK7LZD7HCQKiwYCw32cxn1MUBePxmPHWFlprXn75ZfJuQn+dPZRt4zoSrW95njB7yESM76PDcA2eu1WBZbRGjmHmgLWjYn19KyXRAMMh0WCAF0U4wyFOv09kdENKazbimMisQVuzGq61JjRBe9rzoK7p+76UI5r8odDz2BkOcdqWvu/L6rSuqduWVVGw8Xu/hzY5UJ7r4mYZI8chMXkhg81NSdQ9PkabnBR8/5TB6FiPMDzVgHRMgDaNxh2YUEo+1/NgMJDnvFpJvLvrMqsqYUA6Z0+SyOd1wlylBCxY1inIsF7lNOpsyB3oAbl2LetU4BsEp2scxzld63Tal87tY1hNGmlZJ4rkeU8mwvAYAKXu3eOdroSaBXWNbRyDLRIN0BhW3DIuGM/zcM0aSFsSeKZcV4YFs/LpEl99y8I14lnbdfEMgOyYUGWYCGXYCGW0efJSC/CwzPenkW6d0gwhXeJ1Z0LoYjGUYcY8o73qXGpdbpdtixjZ5pQ96bqNOtFt9/y6VZBjhOdKqVMnkBnUbQOSOnaoMpEATV2vrdDrRue/xKDzuhXY3vn938cPQ7aU4t6f/Anb73oXD/Z63PmP/5GjO3dYzGYsbt1iJwi4+OY3kz/9NNbBAel3vsPm0RG7qxU/0u/zO7MZ36wqdjY3KZuGrSAgG4+5mWXs7e+zqzWjy5fxXZfh5ibz+Rx7a4ue7xNYFsvJRKK4swy7rklmM6ZFwTTLsOOYttfD9Tw2RiOhho3VGaO+nk8mLFcrgiBga2uL2WKBZ4RQaI3n+wxMWFKrNWlV0RsMcLXGcRxq2yZbLNZvEBtI05ReFNFUFbPZjF4UUZVSFZBkGWEYkq9WnKQpjevSCwLy+ZwgjtlbLjlz+TLPvvIK5ZkzvDiZMLMs3vL2t/Phj3yEp//0T5m9/DIPb29zK0mYFQUvpim/8m//Lf/+536Oo+WSajjk/JvexL1r19isKoosw/U8cq2JhkO8JGGR53KRG9BgK0UYx2TLJUXbUtQ1idYkQN+yaOuayFzwXivqfMf3mc7n3JvP6Rn2pmmlvylPUzBalNLs+7tkynUTrtbYrisZGa2kOyrXxa6q03RPyyLVmt2rVymThLM7O+yZ9NpGiQ6hbVu051HVNffznDbL2ByP6fV62HXNaj7nxv37nHn8cV5YLBi/7W1877/+1xRm8jv46lfZ2tggn8/F6rdcUh0fi3bKfP7J0RFZWfKlmzfJLYuJ1sy19Jl0a6xGSclYqTVeGLKYz9GOw5sef5y/+MpXyJqGATLx+ZZFWEqT+HS5lAqH42OWWcbuxYvcvn0by3W5fusWl86f593veAf9IODGjRts9nq0lsWb3/CGv6Gr/7/s4RpKHNvG1RrtOFSWRVaW6yhxy7LwjYAaWOulfCNmV0CkXpVHYW5WGDePZdi+Lq+lQejwZLGg37b0ej1Kz6OsKsrVitQSgX1qRJ7asijMSqgyU22pFHEco42eKM8yBv0+Ttvy+Je/jDo8JBwMWNy+zcXxWNZMbcuFM2c4OTigyjLO7OxQI0OQ2ttDDYdiW+5u7L2e3MDHY9GLVJX8LL2emAY6502nXSkK8DzRkVQVLJcEZ84QzOfUx8c4dS3W5U7k2mWkTCYCNgYD+TsDXlQHTI6OBLDEsXyvoyMpGHSlOkKtVgKCFotTd5PR4dA1RHcAq2t37n4/RhS8djOB/Kxa89//83/OM7/5m5JKa1YsjVl1dC4eZQCZZViG1nwNV6l1TxOGXWkN89G5XxwjiFXdWsqcS2uQYNgbC9bpwmsWxICgTleiQQBrURAGgQTOGSG/1TmJOlGsYWRaTI2JZQkYMavKQElWEEphG/Z5DVTMWdjZ+FUH2pRaJ+x2uV+249AqRV4UEmRn/r47e9u6XguSX+vjdQtWhpbF8f37OGHIzb09nvva17DDkI3NTaaTCceTCb7rkvb7RI8+yu1794iriskrr2Avl0SzGY/v7vKWKOJgteLanTuMBgNwXUZPPMEv/dqv8ba/9/fY+9a3uP7002wPBqyWS7aU4oXnnyc5PMSdThkOBgxsm73DQzZHI2bzOYMoYtk0ZFrj+D62UiyyjNB118WD2kz4rdbsnjvHbDYToVZdMzA37fl0KmFMTYPbKdmNZsM1N+Y0TYnCkGSxoNKSnGpbkmhbVRVhGHJ0eMjlS5dIT06wPY+kLGVXbzQJbVFgNw1OknCSJLx06xbb4zGh1ow3NgSMpSm7Fy/CcMjowgVObt7ESlPQmv2qYtdx+MwXvsDfevRRsiAgfte7yG7fZrW/LxS61syWSxzTME1VkZXlmqbUbStTgmFcahDxoVK0rhRAlq0UhDlmIinLktD3WRUFqyxjaGjIpm1FSGou9i6REYQ5QSl543fTjGXhGXo7bxp8y1rfsLwwpCxLjiYTPvgDP8Dzf/iHa6tePBwyLaVV11IKx/clzTSOSbOMo7t3pVdFa67duEExmfD+n/gJ1M//PHmvRxAEtLdvMxgOsW3plLIM4KirCoqCbLlktVqxahoWrstts46oPY+krqm7aRRxI3V9UGlZEtu2pCjv70tYnfkc6posyzg3GEiL+HIJWrO1tUV29y6379yhFwTcvHGDoq75b/7pP+UzH/84O67L2a0tCT5TipeefZbH/nov+7+SR9e/ohuxr7dK+kpaM7HamNA+Swoim451UwrXrG5txyGwbUKjUSmUYtm2JCDZQGanrwzI8JSiMunVd55/nrc99RQr1+X2dCpix7Ik724ASq0Zx4HvkzTSr1IY23HQ7xMFAalZ/z6UZeweHHC/KEgmEyJXQuJCU3Ya2DajjQ3u3blDPpsRbG1Rd4zC0RHueHy6rumC2TwPdnbQBwdS/2A0TWudSbcOWi7lc8JQPlYKplMaYFUUDKtKuq8690/nCrKM6DUIBDgY7YrVZbd0SbNKiRZlbw/CENXrUR4e4k8mcPHiqVU5CAS4eN4aiK4D7AwTtv64Y5ROTk6BixH+OltbcmYb7UoXkqZfzQoo0yasxZat6hqlNY4R1oLp1gEKIDdrna4UtWM1OodYbdYwwDq+Xym1zjrRCBDStk1jNI0uAgA64WqR56KX0prKCIM7xqQrgqWrODGMrGvOS8eIaS3LOmVlENeca55Lq8UV5HRDnwEwa+GubYvFvQM3hr2hAycdY6RkpdYNWK/l8boFK5XWhCbvomlbPNtGuy6T6ZTMdVFxTG3bDC9d4vpsRtTv08xm7O/tUd+5w5XLl5kqxYc2N3lOa5yNDb7ne7+Xd73hDcRnzhBfvUoLXP7gB7n8vvfJN22l4fNdaUr9wgs8+2d/xrVPfpLpdErj+8zSlCsPPMDByQn3jo9Z5TkbcUxpm1TDtpW9nWWRZhmO43Bmd1cqvIOAnbNnya9fZ//gAG1SByPbxg1DjqdTgjCk3+9TFwWOJWWFy9WKaGtLLM6rFVYcYzkOWZ4ThqGk4YYhqm2J+n25SFxXQrDSFNs4WzyTKJktl2R1zYuHhzywvc3B3bu88ckn+eKf/Rn/3S/+Ik899RT//l/+S/pxzGBjg+V0ygr4dpbxJ9eu8YFHHmF17x7+pz9NdusWi9UK3e+zOjmhrioq25amY4TGrB2HyJSQNWYyqNpWxGdG6NVpBQolMeWOLXk5nd5AA47rrrMB0lacPF24Vto0pFrj9fscFQVxHONUFYNGEn/j4ZCT1UpWNuZAss3h0yQJQRxz6+SEtz3xBM994hMihvM87u7v0zoOw34f34gfA89jWVUUSpE1DXfLkqptySwL+/gY+xOf4LF+n9HP/zyUUtBYG6pb1TVWXZOvVlRZxsC2ScOQe6uVHHyOQ1KWVEpC4HJLYrexLAJkMnv47FkW9+9LOWSW4VoWN2/fxglDadLubJq+NFoXlbRWu8Mhdw8OULYtLhfDCPQ3N/nCn/85/nDIKAiYLxYEvR6j4VAEuq/DR1eoVte1xJ7bxjpqplDMwdyF61VKCiI70Fu3LYFZtfSDQKosbJsqTYXJM5+njcC9Bexej0cefpiLu7t859o1ZicnrAYDFk1DaCbTFnA6R5Hv05ihpC3L/4+8N42RJD3vO39xR2TkXUdXd3X3dPdc3ew5OCRnNBRF85C0pkRRgCVhpdVKsmkIC9srrde7MLk2Py28kNeyP1gQAVmAIFiUKexyAcFai0tJSw5PkZwxp+dsdvf0fVRV15GVd9wR73543sgc+ttIMrUDB9CompqsyqysiHif93n+/9+f+XxOYFm0mk2UUvQ6HXzDIB6NePTSJdE3BQHGfC56hzCkGo8xPQ/GY6wgYK3TYTwaifDWsjB8n9SyqEYjzFZLFvp6EdJFiHHkCOW9e7Kg1w6a2iKs1BJlbxjQ7WIMBrLY5jmdtTWS0YhgdVXe+Prxk4kUNzs70lnRAlc1Gi04JQv7cRzL45wlRMzQo/YFpbYunPTmY9E10Z2KhRi4HhdVGjBXd4fqosbzMLa2cJEuGHku3d+qksW4HocoEaIqJdRwVRSYOt8LtUwUzvWmoYau1V1fUynMqpJ4BnOZYFwLbWtRa830sfQ1XhsO0IU16MIacTDmeY6Z55ja2q30+62qagEprMm5NZyt0gWKiYw1VVEsiiULuacYdcdId0osWwIdlWFIarTnLbo9pS5YrLrbq79eabFubXioalbNWzjetsVKYRj4rRaDgwOcVovc92VOqhXTjTCkHYa0HYcukEynDPb3CRyHQ8Mg1QyEs2XJ3/zgB3nnL/wCVb+PWRREgwGqKKgch6wopL2nK+H6grPPnuWd73gH7/yZn2H38mX+r099iv27d6WVX4l1sWuadNptIi04qiyLaZ7TajQwfH8x8zT1/K8uMKajEZ12W3gfaYqKY+I4xvP9xQ48iWOZPQLT8RirqvA8j9D3GQwGgjc2DJL5nEqPTdrttrAzyhJHz5t93XK09Ez+6IkTzF9/nUa3yyxJMIqC7Zs3ec+HPoSyLJxejw9/5CO8/sILDDVzpFSKKXBzMuHO3h4bzSbbFy4wuXULmk1avR6xHpcUWUYQBJTzOZZtk1cVUVGI8EsLkD29gAemiev7okPRN486xrwsBJ5m6DlrqUVfJbLjwDQxdZEyt20S12Wvqjj//vdjuS5HWi0ufO5zHGu12BuPUY6EcFVJssD+l5o4acxmHPM8fu1Tn+IkcoNI05TMMJgbBq1mU8jD4zFHez3BW5clK+vr3L5zhwo4rAS2lx8ecvDHf4x6+GE673633EAODqiazYWrq9AtbaOqBJSHzMyTPCdRSjg1QGpJ2q5hGNhFgWuabN+/zxowimPajQZumoqeoiwJdWclQ4o7ypJmu01QSOidH4Y4lsVoNKK1ukq8t8eJ1VWK8ZhBFGG4Lsf7fcajEQoRb/vfz4v+r+gwXVf4GGkq17nSlFldtNQoccsUKmm9I0+Q9nVqWZR5TqjFtbZtMy8KSttGpalYl3WxrJRABJ84d47T73gHCjj/1FNYYSgBnK5LlmW0Gg1mStHW7hPbkUywZDql4XmUeU6UC/W4vmZ916U3HlO+9BKl47Cyusq0EMCaF0U4rrsQq5s6GmSiFKOtLbobG5iui6cUaVXhTacydtFdNkxTFn3TxFpdpcpz8vEYI88xDw+XI5RaG6I3F3geRhQtguy8OsywFrPCUthbO3EMEb6bOivLcN3vdQ7VFmktkHVrzUuaLrUvZbl0ANXC2rrwqouWN1ua6y7PdCoFk+6+qPEYR4+Y7DyXwtG2FwG1FSKcL/T1SVUJ/E+P3OrOZmmaJFlGrjsLqhQnZmkJR8fWXbQ3M1VMXQg1laKlJOPrlGFw3nXJXJciDNkajbitC+1hWZKUJZMsY6JEcG3qkVjlugBYeS6jK1iMLIGFCLfmu1S6M+KY5iJjzNLXSqnXJ7PW4TjOwu2Ebcs1pIW7dbGFYYjb1hSXXK67g6p+zrrb9RaOt22xcu3KFY6fPCmJuElCc2UFMwho9vsczGYUmvq5d/Uqfp6zdf8+g9mMo+02qydOsD2ZcOT0aSbDIZtKwWhE0e/j2jajwYBGp7OA25QINKxhWVRJsqDXTpOEotmk9c538iuf/zwHL7zAFz73Oca3bokXf2uLbiUR5m3d3nQsS1r8hUR7l2VJYZqCYfc8VlZXyeJY6Lm2TVIUWGVJt98XxgYwmUyoqkosko6g4n1LaKw7W1uyeJkCBssyyUUajsc0Gw0RVRUFWRTR7fVkR28YeIZB0/O4fe8eTzz5JC9897tsHR4SAtO9Pab7+3zly19m5YEHuL21RRxFdJpNpuOx6CZMk23ga1ev8vEf/mG6Z85wkGXc3N1lf3eXhmXRabUYxjFpHC/cPlEci2ZFsyrcNBVVu2FwcnOT7dlM2AKGIVbZevekL3YDFiTg0jQp6hmw3hEow2BeVbC+zk/87M9yZzrl3GOPcbzV4vnPf14CEREwnZHnNEFmv3qn0w5D0ukUO01pgIRQ5jmHSYLXbjOIY5KypJxOOb22xuFkQhUEkqmjz1UFBL5PmSQcZhkbSYLa28Mcj8VqaIjV3YAFv6KYTkXxH0X4rRaT+RxLt9INIFWKueY+2Eq7WJQiAI51Osznc9795JNcvniRdDoFyyLScDkPCY1seJ7YorOMZrPJeDKh1WqBaQrvJU15eHWV3aIgVYokSdjd36fV6UhGVprS/35d8H+Fx7AsCWyboizJswynKChNyTkptOjYUUpGrXqHa+rP01K4K6VpEuibtWXbzHT7vm6Rm0WxsC73ul0efOQRIkvs7ScffZSt2Yw0TQlcCT10LEvcR4aBqW/sVhBg+b6MnvSCXlQViSlJ6l5Z8vh3v8tQKdqamBtqbIFRlpIr5LoSFxDH2L5Pb22NeDjk4PZt1k6dEmt6oyGatdpyXGs+9CiCJMHs93HqEZDmsCxa/iA6F206wDSpPI90OsXVHQscZ5m4XI+ADEO6LHqnr+IYMwgWYLGFfbkucoJggfhXs5lA4cJQiizDkE7JaCQf6517XUTVBUxtZa5HWnURpF8HwyHrRcFIL6aGUgJgrBd8tdQbGnoUX2mjgKW7EbVtN9Md/wIZqWRZhquUjNO0BKDWozQhnLJgAAAgAElEQVSqirWi4IezjHXgqOfRdF08Q5xjiWURmibPHD1K2u/TaDRI4pgAOMxz3sgyboxGXJpOmVcV24jVubYRG7o7ZGpNlaG/pur7qNbe1I6nurtT07xN/f7V+T+4rnTnTFOuGd39qTV8hm0voJ81J6uoHVXoDsxbPN62xUqZply/fp3ekSMYScL+lSv4m5vklrBKOr0e2WTCZDLh1Zde4vT58zz87LN89etf54ff8x7cPOfC668zb7X45oULtAcDPvSJT5AgbeHZ/fsLeFuS5zR09W0aQkC8+s1vMncczr/vfVjtNkmzSfDRj/KLP/ETxNvbBEHAZ371Vxl+7Wv4rkueprR6PQKNmp5PJuwOBviex9rKCvPxmGlZcrC/T7fVwjRN9kcjglYLpSva8XiMqRT9Xg/f9wX/3WhQtdviookiqqIgmc8JTFMYMzqwz7IsxuMxnudJUaB3dHaW0e/1KCsJuvJ9n8svvyy/6+oq6d4e3ariK3/0R/z8Jz+J57ocP3OGrbt32d7dpb+xIfk8SnFDKf7s8JCfCwKcRoPE82iGIV6rRTadUlQV3WYT23XZHQxI8xzPMJgXBVFVYZSSA9T1fQLLwspz9rQd2dY7gawS/o3nOBLJrnehsbbd1bsfy3WZKEXh+3RPn8Y5doyXrl9nO0m4l6YU0ynOI4+w4vtsP/+82EeVwrUsXM9jMp/TCEOxHALdZpNGv88v/vIv8+l//s/pFgVRUWDkOedOneLu5cuM45ihYXDy5ElWXZc0jrm1tSV26SxjbBhEjQYXb97kyKVLFCsrpGtrOK0Ww4MD4evM51hKcbi/z2BnhzKO6ff7HEQRqabGlvXsPM8JDIN108QpSxpIYOJL0ykrvR4vX7xIEUVMQFDuSvGD73gH2f37nNvc5P69e3IDyXNZoPVNq9lqkcQxZx58kMl0yng6xbZtdnd22LMs7Pv3aTQanD9//q/r8v9LHfPxmLkWCQauK4tlUaBsm8DSdlPkHlMotRBAVrogqcqSGNiPIqaGQWgYOI2GdFH0jble6A3L4sGTJ4lclziOsVotbg2HHMQxeSW2ZcfQbhHLIiskrNA0TbIso+H75HFMw7ZFu5XneEGAbxicvnIF7/CQ1SBgOp3iGkIHLbWrLnQcodbGsQgptbW6tbaG7Tjs3rpF2GjQ1DbuKoowy1K0IK67tDV7Hty6hdntSj6VYSxHK3EsBUOeL4uQNMUMQ+w6ViSKMHo9efPrTkeNwO/1YH9frtuiECCf6+L0+1K812Oceixk6yWr7pLU4x9Ds2IMjVaouzJaq0GnswTZ6YKDGoNg6wgA3YXoaYaOsm3sPJeYFt3FNnXHKNfASks7Ez2t2yj1OM9zXX789Gle2NnhcDSSSBDXFWsw0p2xLAu3qvhbWca7k4QiTYUJBUyzDNvz5H6k0QpYFqkePU0nE0wgsW0qpXja8/ibDz+M5Qqmn7Lk39++ze9HkRTUSglwTxeCpmEsk5NhwZIx6s4HLEwbptbLWFoYrLRmcAGzU6LrAt3p1sLe0jAW4mTPEOptjfev/ksqVtZPn2Zrf5+D2YzZeEw0n7PiupRVxXw+x3JdrFaLwnGY5TnD8ZhvfPazbGqwVcOyiA8P6WxucvLYMdyVFdCunI2TJ2E+5+alS7R6PVZPniQ7OMB1HBgOOfjzP6cRx5x4+mkcrYx36pNBKYLNTUql+KV/9s/43Z/9WczdXYHIGYboEgwR3HU7HebTqWDo0WKromA4Hi9U6ofTKZ1cEolVKeTVNJPQNMeyRBOi5+OeBu9Qiu9+MhqJLTXPRUWvFGEQoJQwHhqOg1EUpFGEFQTEhsHWwQFVnuP4Pvf291k3JFL8kVOn+Oxv/zYP/+AP8oNPP80rL73EiUaDqzduSMw8Mn55aX+f3/nsZ/nY2hquabJx9ChJUbC+ssKV69eZTqdU2v+f1m3LUrz4pWFQpCkrjQY936fd73N9OFzcGE2WM91Sz19BWvM2S/jQpCiEhVIU5O02J558kq3btzli26waBvHBAV6jweZjj3HjlVcIjx0j3dpidWWF0WRCnKbYhkGR5wzznAxoui7X7txh9Yd+iB94//u58p3vkMUxJrB18yatIOCBkycx7t/n3r17dDsdgbD5vuxS0hSnKLAti/6DD5I2GsyThHw+p4giIaf6vog8dUZJOwgYTCZkcSyBiZaFZ4h2J9JaHQ/oGwaFFnxWScJ/HI346R/5Ebh2jbbjsFMUWFlGBrxx4wabjsP23buym9ICwfFgQCMIRPitLaDttTXa7TYj4PTGBrZS7I7HJLMZgedx68YNTnwfr/m/skMvViUQWwLMCurrS9+8bSSOoQQKyyIDsc7CEp1fd/lMsd/ahoDDqBcAtODZtonznLlSDA8PpTvreTh63GkaBlOtWbJtW0Z7plhBHb0ANj1PRON6zF0WBb3XX6eMIuyqou37FFEkrr+qwrJtSYC3xMFi93qUcUy1u4u9tobjOHieRxFFJEmCX49WQBZ0DT5cFCWNBsznWM0m1WSCOZ1KZk+jsQS/1QWEJZlDdqdDOR4LAr7WqWSZFDfTqRQ6QbBIYLa0nqQcDnF7PXnuIFhqXaJIvub7lLaNXXdHYOkI0l2Lxd/ZMGTM026LoFaPbBZdG8taQuK09qZmMdVQM0v/fNuRzCZMkyoM6YUhFAX7acqJzU3Wul16jYaMroFV32dlb4//47nnKLJMRNu6c2chhc+P5znvTRLGmoFl6NfswkL3lBQFdlliNZvSgc1z6ViFIXlZ0nAcoiwjGI8JggDfdVFZxk/1ejwQBPxRFLFXlqxVFUeKgqFhsOP7TB1HyNt6BFQaSwFwhdaw6MLE0Oe10sLZGuqm9HVU82hqCm5RCULCMgwcwLUsckP0MjXR9q0eb9ti5T++9hq/8A/+AS9+7WukkwlekjC+dg1nNCLQinbf8ygcB9P3uXvtGscaDU53OoyGQ+wgYG82w59MOHBdPv2v/zXjT36SD7zvfXzkYx/j2fe+l9OPPQamSXp4SD4cSrFy7x7NKOJwd5euISr0yhC7l2lZiyJjnqa0+33cXo/xtWvCTEgSsSRrKBuuS5WmzGYzAUAZBv21NfYPDkhqNL8+MUzLWlwEh+MxRZrS0W6OrChQRUGaZcz1c3R12rHn+/R6PSaTiThTKp0QqoVU7WZTcmV8n3vDIVPT5OipU9wdDBiPx7zz8cf57oUL5KbJg2fOsOY4XL90iTJJODg8ZH11ldF4TKZbfjmwrRQZ8PC5cyIGm0y4+OqrJGVJs9Vi5+BgERPg6DZ1VlUL+qWlNQHZfE7Ttpmh8270rLYWvSl9M1nMXoFJkhD2+5grK9zf2iIHXn39dd71yCMCWvN9iqri+OoqV155hft7e5zp9WgfOUI0mQj6HBmtWLVQFzh67BjTsuTjP/Ij9KuKrmWRGMbCBprnOQ+cOsWFl1/m1DvfyfDwELfV4uj6Otdu3ZKgMddlnGX0Gg2mroQSNpQiLgrB/tc7pqKgSFP29/botFpESYKrORIVWnOR52JJRNDrju9jKYUD/No/+kcMLl3imX6fOE1Z1dyLNc9DZRnveOwxJjdvEvq+5J+4Lul8TpVlZFVF2OnghSFX794lDEOcRoNZHHP2kUfYSBJuXrtGniTMJpPv2/X+V3rURYYe7cRKYfk+nuNg5rlol+qxnCHk5EKPZqgkqwqWEK/aoVbnpyyKGtNckJJtIK2qRUq3Z9s4iP05RojVdSicsiQYr6EXatO2pYtq2wS+T6GEYdGIIgZ5TrMssV0X2/cZ7u9jWxZJFNEwTRq1NiNJsFot8r091GCA02oR6q5IOZ8zmc1oeJ5woupuRE2s9bxFsrGKInlfkmTJMNG7fnQEBEEAs9nC4qqyDKMuVlxX/vm+cFhcV77HFcqtKoWEqnQ3qC5OmM2WOgddzC20KLVIt7Yp1x2euiCpiyQ9vl+MlurirKrg4EAKr6piY31dErb19WXbkuHm6+ImaDZ56sknWQ1DDsdjStumd/QoSZoyzzISrbuzHYdTm5u0fJ9Rnc5uivPQsm084JksI0tTEfQ7zqLbbFYVDWSxz5Tk7uRZhp2m0t0zDPw4xtHI/ijLJKk+DEWzWRTYwLubTd65tsbufM7O3btUlQSw5mnKK50O22FI4jjivKwq6VzrEboBUpyY4o5UulipMRp1ZEVd6NSE3LqQqaF2So9SbUO0PHXH8a0eb1so3JGVFf7fP/xDbr3xBl3L4ky/jz+ZYOztkU2n+IaBGgxoxzF+FJHt77N1+TKvfPWr7O/sUDkOT3zwg7zrx3+clSee4Nkf+zGajQavv/gi//Pf//t89AMf4A9+8zeZ7e7iFQX29jbxSy8xvXEDO0noWJYEfNU6CcuSnb5u2bWCAA4OCHs9umtr9NfWiOKYLE0pq0ogXpaF22jg+D4NLbjDsuisreGGIabnLXbmlm1LzkxZLuxlh4MBs+mUsqqYatKmMgwybU019OIeRZHQVk2xPyql8Hx/cfGv9Puk+qYwUorTZ8/SbjZRRcHlq1d5/9/4G1Suy8UrV5gfHLC5tsb7nnmG9zz+ON0wxPZ9OjqXYwZ8fXeX3sMPU/o+qS2BV/31dY4eP87KkSOYrss0jnE8j0iHyClEh5GVJaPZTNqHec5Gv896o4FZljhVhe84Qn5UAjGyYTHCqExTWpvtNntZRu44bHa7nDAM9q5dI1YK1evxxIc+xJ3tbYlV8H1hbCgl+qRymT7qVBVWWdJoNNjZ2SGdzXCUoh0EGHp81ez3WTt+nFkc84UvfIEjR4/y5FNPMZvNWF1ZYaXdltZxnlNWFX4Q4BoGZrtNqQuWOI4pMgkqS7OMwf6+dC+CgL39fem0mRKtAFKc1DeAlm3jA1kUYWYZLcti9OKLnAWq3V2KKMKvKppAz7LYaLXoNpusrq9zsLcnQlHfx3ckvduxLFLNqHnH+fNMplOCRgMnCGiGIQfb2yTTqbzv5tv09lGPImCx4EVRRKI3HKrUVFCteaoMYawotPUSuQGXZSnCQX3TrlOV65+p9Hw+1SMJxzQ51mjQCgJCU7JlYttmWhSkVYXpOJRZtmABVUVBUZZYpsl4MhEQou6cNHUXxctzytkMazbDMU1WVlYEKGkYpEUhBUX9cT7H0t0ANZ3i+T7xbIbleVS2TVwUQrydz5fYevUmNkq3K0wWx6Gaz0UfUutJWi35nihail8tC8JQNhJ1l0OniC90I0otibh6gXTKkqoGypXlMkCxKOTne55AP6No6RIqy+/9ebWmpi6Qavy/aS5HSpYlryOKliMhx2GaJFJ8WoKqt02TfrPJ6bU1Th07xvlz5zAbDa4Mh+wUBbtZxt379xlNJkymU2ZRRJTn5IZBMwg4urGBb9tCuHYcQtumbZp8KEmYxzGxHpXkabrgoFRVRabv9aooIM+x0hSrKPCCgLllkaUpITpksywx9PjPTBLKsiSezylnM4rDQ5L792VU7Di0HIeOUnxwOuVv5TnvNwxWYEHSrTd/pSEwzlx3c1PkHh3nObMkIUlToixjmudMsoyp1rEleb4g66KvGVN3+FxjmdL8Vo+3bZDh7u/9HmkUcfzECTZOnWJ3NhNRV1FgFwWBvmDyOMbIc7yypGGaHNy5Q391lcfe8x6eu3qVf3/7Nv/3l77EO556it76OvuDAa7jsH94yBefe47PfPrTfGhzk3AywRgMCCcT8v19bu/s0NvcxOl2UUEgAjjdUTDrVlmrxXf+7b9lvLUl4VKuKxWlI3k2luOQJYlk9ngeMyXx8evdLr1ul6DZxFKKNI7xNHQsCAJ6KyuMZjMK26bbauHqbokbBJITo9uxiS6MKj0fNQyDJMuYj0aLMRJVhdtqiQ++2+WL29scRpG4jTyPBzUg7GA+512PPcbrFy7w2OnTeMCtW7fYHw6Z5DlpUSwCtlJgQynG+/tEe3sMh0OOnDqF325zd2uL0XiMKksy/fjSliTbHNlJ5LkkUgNiyfQ8KbIsi1anQzyfC0JaF0IO0t0oPI/uo48yDgJevX8fq9XCiWMaZcn2YIDzwAM8/ZM/ybXr1/nSn/wJg60tZmnKpd1d2hsb5IeHuIXktdiuK63gqsIsCsIw5KEzZ8hnM9IoIlGKyHE4yCQxd+PIEd77/vfzxu3bC8fA33jySXZef50gTbF0Advs9Vg5c4bw1CmqZpO5UiT6Yndsm4O7d8n39ji8fZt0OuW//1f/iotf+Yp0W7JMHEhKSVGmFJ2ypOU49Pp9lGXR7nSIBwPUeMyD3S4qjukaBg09PrRdFyfP8adT4tmMlX6fIklI8py148cxfJ/dwYBMKRzPY/vePQ62t7l94wbj8ZjxeEyWpji+zyyOOfeP//Ffx+X/lzr+11/7teUuW7e5Fcj7qxc0S5+PuW1T6BtsvVO0SgE21p09VVVCJa2jLXQ3JAhDfu7Hfoz26dNMtbg0MU2iqiIuSwrbFmCh40iml+NQKUWI2KNBHD8NnQVmmwKOy4DHLlyge+2adFw9D8KQajDANQWcaOS5COfTFFPzo2orrqEUaj7HMAx8x6FMUxqWhe268rvobieGsXDrANLB0GJSUklQpyylu9JsyuPqDoVloTQ7yvA8Gfv0ekt6bd0JebPWJI6h1ZJCKEkwXXfJS+l2ZZQE34PVN1ZXl0VKVS05Lpa1fN1RtOS21MGGmjGF78tr7nTkn+68vjKdCo6g0+Hpp5/mwbNniR2H1LLIqkqMAWUp+H8lTCbTtiWrTSlspXBdl5Ug4CCKGN67R2BZhLpD41oWIbC2t7fo5IIUHsowCF2XpmURaV2MXYld3vR9LL3ZVVUlXJVS812KgjJJCPIcuyxJdNEzGY+pTAlwbeiPyrYJbZvANHnC9/lQt8uHGg32x2MGurtXwwwLlvlqhVJC9dXFVJJKwGc+nxMXhRTYVbXsRupxdV385LpDYzsOv/Txj7+l6/ZtujWC4WDAaqtFPp9z9/59PvAP/yFOp0MYBETTqWThpClVnsu8LMtkF2ma3L5wgW/9h//A/Zs3GY9GHD12jOs3bpAaBj/zS79Ef2UFw3XJHYcJ8Fu/+7tcvnRJGBhpSprnDO/f5/Uvfxm2t7ELgXNlelRhIiMOioKxdtscHhxQeR6V4zDa36eRZcTb25SOQ2JZAuZKU5wsI9bCNMOyKNOUSndHpvM5B6MRh8MhvU4Huyho1mnNkwn5dIpnGCI+1bPECmkxp7pwcRwHv9nEazYpEYBVNJtRZhllFPFDjz3GkV4PNwiwLIuDgwOysiSKY6688QaWbfPKK6+wv7dHoIu0TqMhYCQ9MhkDV/f3GU8m3N3bYz+OmUQRYRgSNBo8cOIEJ0+elDm5UjhVJd0R5IRODYPdyYR7wyFGEOAFAWlV0dJhf0VVSXKz3vXUu92DPOfY2bN859IlVCUZOU6rxf5wiAoCws1NCktQ6+PBgNI0uTefs18UXB0OqTxPbthAq9WSmb6e4UazGffu3WOmc04s22aeSxz8eDIhms/5+te+xubDD7O2ucnB/j7f+OpXKeMYO89pGsLlaAQBaSmhYZUWrOVKiatLW0Pj6ZR+r4ftOPzhb/wG0zgmyTJpQytxqQSGuIh8vfgM9veZjccMJxMmSUJqGNwZj0UwrhStIKAAPN8nKQq2hkNMnZe1H8dM8pw729tkRUF3dZXeygpRFLGytsbR48dpttvc2dpi/+BgYT+0XPc/vSzfHke9ENdzeEMzJaqKIoqYz+ckjkPhuhTIOVnVM3r9eU0crResQiPPTWtJ82wEAUfOnGE0nRLDIh27pdPYG55Hw/cxlRL2j+Pg+b5YQ0FGoVkm5GEtem46Dk2lODIYSHBgHGNoiz1KUY5GqNmMVrOJ43lUeS5Bg7UAVn80TBPl+2SzmejWigLb93Ech9HWluQA1RqUuguRJAuQm2EKAZWikMdOp/K4VksKAkfw9FmSSIdK61JIkmWxUXNdaqeOHtcUjiPOtyiSAqXuntR4/TjG8DzpONTdPT2GAJajpUrblQeD5d8dpJtSu5Nq91BdOFkWfreL22jwzoce4v3PPIPhONzb3mY6mSzWEcswcG1bBNVZRqFHuZhi/bV00ZgpSeduuC4NV4cXKiHrHhaFiHb1CNjRehY7z/ErcZbFSgIEHa0bUZXEjdi6c5QXhaw3eY6n7w1FljHXXY08y8T5Yxg09HN1HUfyr0xTeEFlCVFEM8v45Y0N/scg4EHA02YV17JwlYjHPV1wNRyH0DQJHUfeB8+TBOr6b1qPQvVrzirBMGSVcNFqveFbOd62mpWtO3cYb2/TCEMiz2P9a1/jwUcfZfzGG1RpymQ8pqFDw8o0xddMj7DZJM1zXv32txkdP8592xYx5mzG5okTfPG55zCBTqfD3e1t0qriS5cu4SlFdP48Db3w2LMZ3u4uk9deo33ypAhYQeZ2RSEt8qoi7HYp9MJ8/Ikn2N3ZYXLxIlu3b0vE+3yObZrMJxPCMCRPU+IkwQ0CPM8TFH6SMJlMyJCY8fl8znq/j++6DIdDsiTB1uLaCnCaTcaj0WKc4TcaNMJQou6rCr/dBsNgrlvKqea72HnO8ZUV/vzyZYoo4tFHHiEejXCKAsMwiOOYdz/5JPdu3uTs+fMcTKf4rstkPqdIU+FSAJlhcHEw4Ae6XeZJgqctsmVZ0mo2uT+Z8PjZs0zGY/q9Hgc6uLFuqxdITktRVdza2cF0XWZlSTQYUFTVQqthITvQSily2+bU44/zf37hCxRK0bdt+mEoC32eU7ZadE+dYndvjxe+9S3yLJMMKNMksSxuTCY81e0STya4wHQ6pdD8iziKBIRkSrhZVZZSqABpWfLRj32ML/7BH/ADTz5JOpvx8vPP0+t2uX71Ko8cO8axjQ3ubG0R2DaT6RSvFAiUZQjlNM0yfNel1GyJaDql6br4vs/WvXvSsSokM8hHi9n0zaB2qriGiDFVUSx0SXFZ4loWXlEwS1MUsHtwQHtjg9K2JXwtCMiB9zz7LDdu3WJeloyjiOMrK+zt79Nvt0mrSsZAhoiODf2a66DHt91RjwlgMRqoYVbfY2PX4YKGIcRSpR9f6mJHIQTRLE1JbFt0L/bylhoVBXd0/IbKc3wdrlnrQopC+EKO5y0ooKbWK9hlSZokTIqCtlIYvi/cJK1ZcHd3IYpwfZ8ijnHHYyzXRZnCB8pmM0LLojBN0Yt0u7I4WxbM5+IOqirs1VVGOzt4ts14OqXVbNKqOxB1F8L35d/u7lKUGobL0cp4LF2JuuCIY8gyyY4pCtL5HFsp7CSRYkajGxZ/g1pHop/Xsizms5kUcnVOUZIsIW66S2XW9mq9OC7s0PXYq35sVS0KqEUGkmnK12rnUG2vtm2mec6xI0dYPXeOa7u7TA8O5N6k9WyWYcjvr197aRjCWUpTXD3us3VBVumF2fc83j2bccY0eUApVhyHynV5oaoWKc6qFPszWpyaZJnkpiGavVSPvgv9karCcV0822aQ59imKfwp/Z6YhkA0U8ehWVXMTZPCNAm0tiStKlqWha9fb6UUzaLgXevrPOV5/OlkwmdnM8yyJHMceYyhCcuGQel55IaBrXVbyhDgXS3EtbU0wrRt0Lwoqx4D1YXjW7ls/6LX+1/3UYswZ8MhhCHf+rM/46mzZ0mTBNd12dnf58jRoyJcVYpcV6SVttMmgwHT6ZRbec4zTzxBaJrMxmNOrK9z5coV2u0255pNruzscG804o8uX6acTvmZZ5+lmM9Z830G169z6Ytf5MkTJ/CffVaSNA2DMs9RSnHw6qvkVcV/93u/B2try9bzwQGTl1/GGAz4N7/+60TDIQ0NiHP0zS/Vi2mj1RJrqS3R8Eq34wzTpKnFwrVXX1UC3ynTVFqSupsync/FRVBIyJWyJdhKISTg2XyOFwRUScI3n3uOc48/jru/z+bJk9wCulr0dfXGDa5cvcrxI0e4e/cujm2zs7VF5TgiCtPBfmZVcRPYSlMebjQWRUyr1WLv/n1WOh0uvfIKTdfl9taWwOYM0f2kekeg9Osb63ZzbmiVvlI0LaEx5nm+4F94rRb3Dg5wm00ee/BBRrdvMxmNKPWuNTl2jObqKns3blCkKVFZEpiaAOv7zKOIw9mMDiIM63a7zCYT8jyXoiDLiArJMKoLBNO2SYuCy5cvc2Jzk+nBAZbvE+hdyMMPPcQjDzzAG5cuyQ3LtlGeh+V5OL6/GDkUVUWhbzCz+RzX87h18yZWFHFkdZXr29u4eiGtO1C2KbyDTDNhjqyt8cipU7z4wgu0XZdQL3gNx6Gtx0YVgtxPTZOg2aS/ssJsOqXXbPLSxYso3+f+3h6ubdMJQ5LDQ2zHwdUdpqDVYj6fC+Xy7VqowLKzUn+sv1YfZUmSZQudmKU5LIYeWy4oo7AQGeZpSjybLXQ/BYCGgpmIyy+tKgGx6cXC1sVNUePsq0pGOlVFo9HAt23KLGMymdB2XRzfJ8pzepXY/EslrAzXtiGKMNbXMeIYw/fJRiPyshRmSxRhNhpL6JslfBij1cIYj8WamudUSjGZTOjW70dRfM+ijF50akuzoUc2ZrMpWpRuV75nZQW2tqT7AXhKW1vrYkmP0RbOoRrkpv+/VRQE7TbVdCrMpUqnJdffU//tlJICB5a8lNrZU3+uxDWzeC5t5V04i8JwyWHRmsGw2WTtyBHuHBwQDYcCZtSYhMowcPVI3tPFYaULjJoq68HiPTUbDU4fHPDe+ZwzSYJbCQnWNE3SosAtCnAkEbnSTtHaWRbposTRfy8vz3HKksRxmOY5rmHQ8jyGlYYQImtA4jj4utPtWBatomCqlJx7eS6dLschBIln0dMAI89puC5GllF4Hh9ptbg5m/EVJXZpTImf8GyhWyulqGyb3LJkpK8L/qIeycFCamDq56mUWqRTv9XjbTsGikvJ3skNgzKOMYZDrr/2mgSQ+T62bbOzvU2s2SN5luF5Hv1OB0STMSEAACAASURBVAvotFrE0ynT8Zh7W1ugYUoPveMdHHn4YWZZxuD+fZLRiDmwYxh88/59Xrh5kwOtIWm5LsbBAYOXXoIsw9AeessR+uTh5cv44zHf/Z3f4Ruf+ARXPvMZhpcuQRhinTpF6z3v4X/69Kf5rz/5SYpjx5g7DrlpSp5EIcnD8yhaRG7XwCFH30SzJCH0PIwso0xTEeFVlaQZGwau5wn7wXWxLEt2brptSSk26PoWXVv1yDJme3u4WcZ3X32VURRxcP8+Vy9d4kMf+ABrR4/y2sWLzOdznnrqKY4eOcLG+jpKKTr9PpgmgWFwCNw3TTra6hjozoGNEHcD18U3TTraam3rC8GChUW5dgvV1XmuF5RC6wWUXsBd36e3ssLh4SHJfM7h9jZPPPoopm2zsbpKXpY8cO4cg91dvv2lL/Hiiy9i+z6Ffk8c/fy5ttclVUWa58x1IjPITaAe75mIFc+yLELfZzQYcPahh5gOh4RKnAyhbaPynJvXrtHwffqdDnEUsbK6SrvfZ6adPUVZSkidaZJonQj6dwpcl/l4TKB3P912W/5OhjhMsqpiphSzNOVgf59XL1wg9H2aZUlQljQdSZA9vroq7ilTBMg3t7ZExOz73N3ZYTKb4bbbHMQxRhjSP3KE7Tt3cE2T8XBIGsfMJhOmOkXcC0Pubm8Tl289jOz/F8ebC5O6WHnzR9PEzHO55pQSPUeaYmaZnAeOg+15gijXi6bKc8Gu5zkemkpaFDAe0wlDyeFCsONxmlKWghqo3S+WYeBbFm3PoxsE9DSBuxmGHPF9RsMhKs8XkRXYtmAQdDI3vi/jGNPEcF0aQYDpOBR6UWEyEUeNUktUvrb6tvt9icDQomBlirNpIc7VBdkiy6eGvxnGMounLkAsSzQrhmgGDf1arVYLVT9/nQ9Wa15qXYrWs5jatabeLIBVbxLi1o+37eVoyjS/t1tmaBZMFMnrUUo+B/n+wWDBVlm4k/TPPvLAA8R5zvjggCSKJDtNKTytZVJlKTTpcml19wxh3NSW9tL3WTk8RH3mMzx04QK9wYB0OkXpzKGqKEg016XQP9PT77+vu15GWeLr+32dBF8iha+lxzmm7sw0bFvO2bKkU3c10hRTF4K260oHBNlktXTX0LMsAkNAhAHialRlSTkeY0URT+U5/5VhYOhzttKdbNMwFgwYz/fl5zvOIk+rpqbnVSWpy3rU7+tJhvUXGAO9bQW2L3/606gwpPI8umtrrK6tSZup0WA8mZBmmbxxhiiaHdclbDax41jm/ZaF2evxxdu3Wd3YYHd3F8dxKDyPh9/9bmKlSJOEtu8ziyLmZcmhUly9fx8zDDnRbmPnOVZRoCYTVo8dwzx5klgpYj0LrL76VYqLF0lu3sS4e5fbr7/OYw8+iGXbTL/1Lax793CCgO7Ro3zgV36FZ599lmOPPMJBlnEwGDDT+gPHNGmGodjb9A58OBphpimOVsvPLIvI85gaBqXjYOc5YRji+T5pkpDEsZxgti0CULRLQUOSKsOg22hw7ORJnnvtNapej+vb2/zcz/0cLzz3HA888ABff/llbmxtkZYl5x59lG+/8AIPnTvHyxcvcu78eW7cuycR6EXBFEjGYz7+gQ/QVoqmtoZ6rks8mQgEbzCgYdsoJSLTSqkFVKm+IEq9g3xzurCtX79lC2Qodl32s4xRltHt9+l2OhwMBiSGgeX77I7HHH/Xuxjcv8/W5cuYts1kPifXo5SqFOuvHcccaTYJKwmWcwwJ3arHTZ7jUGnXhwJmRUFSFDCbMb93T+BgpolZFPTDkJbrcrTbZby7SxlFnDxzBmtlhfWzZzF7PSzPI5rPRcxo28SHh5STCU6WkY5GtGybeDjkyMYGu5MJ7uoqqtVimuckRbGkq5rijiorya7aWFmR0dNggN9u8+F3v5u93V32koRhUbDa64mIsyzZiSKuZRnXJxOmWUY/DHnP+fPcu3aNlu/jex55UTAej2m3WgSuy8bRo3Q6HW7cusWzn/rU9//i/0se/9uv/ZqAFl0X0/MW72Et2q60GL0eCzUsoQMnWYZrmqKF0p3NGitgWBYNIHQcQl3IVKZJq9Vi88wZxkkiSd+lBGVWumAyDYOW6+JrSKNhmlJ86F1ou9nE16OQwXDIdDoltG2eyDLU3p7YRJNEtAJ1CnGWYfi+jC61XqFIEsz5fAlnAyle1tcxbJtGswlaHzfX575VFx+et7Qm18WOtikbSbJ090SRdG9aLfnv+XzJRUlTzCDA6HblebWd+nu6IHWBkaaymbJtstEIu7ZO18yVerQDsLq6wPAvRL71zj7L5DF67L0olJJkCY0rSylaGg3pslgW/kMP8eU/+zNmcUxV5x4pJV0UpYQq7rp4loXrOLJx0KBKyzBYabfpvPoqm5//PNbh4RJZYRh4sBibzPKciWY1uZbQYHO9qDcNEdBbSi0CAgvdHUmyTGjankdmCVguLyWg0DZNfP19hucxR3hBE31/MIIAp6pwHYd1wPc8VCVW6/FwSENpHUwpzrPjzSarQGMy4Zva0VgX57nudOe6+MqrSsZhRUGq79uF/l1xHBxE51YHdf783/27b+m6fdt2VqKqIqoqpoYh6aVJgtlqkds2x0+fZmNzk0Qv+nUmTRxFgpx3HNIsk6C3sqRp25zq9zEGA3auX8dyXU6ePUv/xAkGUbRAoSfAHaX4/MWLXN7aEgKlUoxu3uTr/+JfcOu3f5vwtdfobG3BpUvsv/gibpLQUopmVWEPh+y++CKTL3yBzt4e04sXqa5fZ375MsXzz7N/4wbdo0f52X/yT/hvPvEJ1NGjRHlOlKZiKazn6pVY3QpLgFFHHngA88gRDnyfD//tv80WLIR+89mMsiyxLIm3z3QLt6gkLDAIAhq+j1EUzA4OeHxlhTRN2Z5MePiRR/j0v/yXRHHM7mzGg+fP03BdTh89yhvXrrG6scGFl14iLwquXLkioi+981OGwQjYiSKZ59dt26oibDQ4PDig32qx3u0uRxu62i71CZ7r/1a6Sq+1KvXOuKYozvOc/clEuA6uy0d+8icp9eji3mDA6cceo+/7DHd2KJRiPBrh1W39SjD9MTCsKgZxLMr5osDXOgHLNBd5HkEQ0AgCLKWFc7aNVZZYwHqvRzYcEijF7t27bN+5w11dwHlBwNrGBqvr69h6J2LoG5Jt22LL1rvRZDrFMgwO9veZTia8duMGWRDw+LPP8rGf+ikyPctuKiXaKP1+p8D9JOG1nR1euHqV088+y//yhS+wfvIkVZJwxPdpWhb7w6GMFfOcrSzj6Z/+adbOnycGotmM/Z0dbFPw83WX0g0Cuv0+u3t7dHyfm1euEL5NR0FlEAhQDK150gtfoRclSxekAHlRkOY5tmVhZtkiDdnXXcNmENBsNnH1TdhWCjPLMIsCM8uIta5DZRlNQ1KbDSC0LFq2LYm3SjFPJU07iWMmScJgNGIWReyNRuxPpxSGwWqzyUqzSVwUHLRa0GhgOI7AKP/TzkccgyVhhQZI2nm90NeHZcH16yKY9X2Cfp92v0+RpsyKYtmNiOMlwK3RkMKh318Euy6KiDyXjsV4LF9bXRWoGFAlCUaWiaDVMGQcVWtJ3uzc0aJ7hXStahgZabrUpdQjHeNN6H5YZg6VbyLe1poX216OtLJsCZCrHUf1qEjr0h7X2sMiz0XfppTA9rSo31KKrCgkakN3PKokwQJOfvnLPPr881R5LjEVuiuLhn8mhkFumuIItW3a2iVaKUXDlOiSrCyxyxJPO0urN3V2aky/oxTlfC5RAKUkffuVCFhLy2JcCnQzQ6zw46qiYYi2LU0S6Xrpcz4ejWibJrZl4SuJGHB9n2EUkU2nPOo4fFhLDHJtT06ThEQ7R5MkIU3TJY9Ij9QMx6HUWqJKj8140zX3Vo63bWflO7/xGzh6p1tVFWYpnvSw1aLTatFoNJhNp2RpyuFoRFFVuGHIuccf58iJE8zznGBlhW/fv892HDOcTGg3m8yzjIefeopjZ85w6/ZtXrtwgW6rJbt/Xa2Oi4JzjsOqIf5xr6oELb29TXnxIsErrzD4ylfYuX1b5tC2zdHNTQaHh8T7+xwLQ5lVZhmvffe7nFpZYXbrFl6ScHD3LkFZ0n/sMd719NPcvXWL6f37Uj1rjUPYaonCv6oYOQ5blsWnPvc5/p8LF/hv/97f48vPPUcjTYniGJXn2I4jnBW9uJhIMJ6pxFViAVma0nRdDudzBkHAN7e2cFZW+NGnnuK7d+6w+cwzvPNd76LhOBRZxrUbN4iShP3BAMf32djYYE9rHBZ2acMgnM14cH2dME2J45gsSVgNQ/IkEXGw7hIoU2xyc32hFWjff70L1TewEhbZIXlRMFOKuWlSNZuUYUjQ7fLaxYv019bYiyLcIOD4I4+Ii+rwkAuvvMLG+jpJmhJroSu67exVFQ/0+zSzDLMsUVqrU4/e2t0ueRxTliVZVZEiHaDANDnR69HRmiV8nxOnT4vmZn8fGwjCkNNnz2JubJD3eiidvxJn2UKoObl3DzWZEFYV891dAkTlP9Kz9zeuXsVqNLi7s8Msl3wapcQmaRoGiT5HLdOkcl2u37nDV/7dvyO+e5c0Tbkfx2SuS1aWtCxLKL3Avbt3iff2WHMcqizjf/jEJ7h84QKJFhYHQYAB3L57l2MnTwrTJ0mIsoxn/uk//f5f/H/J44+/9S0G4zFVUUjxgQ6/hMVCUJrC2TANY+k60yMRx3VpNJvYvi+ukEaDVJNRA9uWROdS+BiNRoP1Bx/kIIrIARwJzAzCcKE3OdrrseL7rDSb+I5DLwxF+2JIXldg2wS2pBEHvs96u01za4uVmg/yZk2HUksdRr0g6MIcy8KYzZajFNNcdkEMA0M/h5XnjKMIUzM9FtbiMFxSbWtcfi1qVQo1mSwXQNNcjlnGY3GkKIURhssConYPvbkY0XA407aJZjM8PVYyimJZiI1Gy0KkFv++uTCpqiUrRndLCMNlB+hNz4PrymuonW262xIqxTfu3aOs30dTo+brUYetSaz6PbfzHLMoeO+3vsWRW7coigJXdyJq8bulJDTS9jyisuRwMpExjGWJe1SjGGrCrQUyEiuF0F3rWeKypO26kpiM3A9dJVlRrh795obQaEutVcv1KK/TakknsBJxbZHn+FkmYYXNJrltk5SluAazjDRJqNIUz/d5rNMhTRJu5/liJFQUEgRq6ELHdgR+6VsS0uk6DoHj4LiujM712LtUil/8L6WzUmgKn2dZC4+67XnMokjGQa7L2uYmqxsbhM2mWEQ1cAvb5sgTT/Dohz9MlGVMoohmr0er08F1Xba2tmg1Gqx0uzz++OO4risOAaUo8pwE+NrWFjeLQjJXDIPRZML07l2iK1cYXLjA7PJlzCSRHbjnYbkuD5w4QcM02b52jbtXrxIGAcZoxPjOHcyiYDQeY8YxN194gfSVV2i22/z8r/4qj3/gA8xsm8QQzHqr1Vq0JSemybTf508uXcJ6+GF+/0//lKLV4hAkG8d1mWsldhTHwkPRJ5mtR0KqqgjDUHgnQcDpkydxgDt37nBra4tYKX70Ix/h+W98g5179/Bsm26jQcP3+fjf+Tty4ZomjusuoHWYJhOleHlnh82HHmIymVAWBQON869DBg3TpBOGNLQ9zjSMhQ4AJeFXBiKorqecdTCYsgW5PSgKdqOIjc1NHnrgATrtNm/cukXQbKIch8rz2Nne5tobbxAVBVGaLkK+QESSdY8g1iGL3ptsuSaywx4MBosodEPPXh8+cYKu4xA6DrMoYlpVPPTEE+xOJsyVor25yY989KNsnjjB6pEjrJw8Ca0WXhhi6huK5TiiMTKEOZFPpzRtm8lgQDKd0tXFVJUkfPnLX2aeZdIF0a+ltgYmSPcvM8TpVVQVh0nCq9vb3IljKt/H930c0+Shc+eIiwKvLOklCecbDfpxzCMrK/z+b/0WqysrHD16lGNHjzIej1FK4QcBsyji1tYWozimu7r6n+fi/s98HDt9mh/+yEc4+eijlGEInrfsiugF2NBjIQM532LDoNtuiy4gy5hHEYXeCHhhKBThslw8vswy8vmc6WSCnec4QYATBKy027RbrQX91jIk72qcJIy1/kLZtuxAdafQCwLiqsJpNPCCQMaPa2sCRTNNEbTW2TdKLccsOvSvztSp40DQkEE6Hfl8NFou5EWB3+/TDkOhotYpzI5EjSzGKXWR4LoL8iuarEwdF2Jqi7TuZC8Ac0WxFLrWzqBah1IUCx2M77pENR6/1pvUHaQ4lu9dWVk6eaJomf3jefL6smyZHwRLWzMsixhY0nh1d2bj9GnW4liiQHShVxpaSIvW1OU5eZ5TFgVlmvLsd75DsLtLrH8PCwj0xmqeZRSGgdvpQLPJNIokg8oWQqylGTu50unJ+lyytUC1do9lYUgL8BwH37ZJDQNPu9ec+tyxhK6tLIvUMMjSlMI0cW0JjlVZRq8+3/VkIrYscl38eKbJPI4ZRxGz2YyqFJeSa5r8pKZi53UnpaqwtXOx1WzSDUP51+3S7XTottu0Wi06er2wXVe0l3+B6/Zt21l57Td/E5Qi1aJW03VphKFEd2u3Q5TnKMvCbzQIfZ+W59E2DIJul5X3vpf+j/4o//unP80oTUmLgltXrjCczYjjmFPHjtF2HK5fvsxr169LAYS0JivDYBe4NRjQCUO6uvKPCwlDi5RinGUk8zlNXeDkWcZas4kPxNMpDdclmc3Yu3uXvb09+pub+J0OK77P6OZNXv32tzlz5gzuxgZnn36a008+ieV5bN29S6JDASvfJ3Mczn/wgzy/u0ur0+HE2hrRfM7zly4xA8J2G7MsBRyHsB5My6LheeS6Jdx0XVzDoL2+zvt+/df57quv8vqdOxzO58yBM+fP863nniMeDplPJgSOwOyGwyE7e3uMkoTdw0PhC+ifb8IigfOZjQ06kwkt3ydLU8xC0jcPhsP/j7w3i/Utu+s7P2vPe//nM5871zxQVWAXZbscg7GDGQyCl24CTUedFumoERFIrSaKkofwEOUlQory0g8JD0lIQ5MWTtIQxcgBgweMZ1Plurdu3ao7n3vG/7jnafXDb+3/sdVPRo6VUm/p6tzp3HvO/7/3Wr/1HclNYJptTi1xXa8jylv9LYJbpUQgijiYWi3OgMZ1eUdrqihid2uL+zdv4vo+h2nKydER7/vxH0cPh9x9802O53MWZSkCuLYlNidKrTVuVTEBNrTmSr9PlSREti0KdmQDcpTCNqeVAqjaFpXn7DgOgetS1TVJlrE5mWApJem+dc2X/+zPuHbpEs6lS2y9+iq9556T/IOqksRJIxQ8vXWL7NEjWK1Ijo9xOzEfUDYNO/v7HC+XIppEXEue0RbYjkNuIGRbi/ixAFbIRjsHWt9nvlpJ+q1lscxzBuMx1XzOXpbx0oULzGczMsvCahpODg9xHIfTxYLdS5dY5Dk/8tGP8rm/+AuGGxtcvHyZJ37pl753D/136fo/fv/3qZRi69Ilnnn+eTa3tnh0cCBoo+OsbeUKoVO7U7XjOAz6feqiwLEsGWg9j1UcC0LjOPTCkMA4fCojyN3Z32f38mVGYchmr4dlWfQch4kRojqONED7vi96F/P+eY5DFAR4vs8oCJiMRqL7CgI8YO8LXxAkw1jeWS5lk4Zz4akyOSYdPWJJmJqeTqW12BS0at9HdYNBURBEEZ7nMTOnf6sbdAaD8+FBKfloqJQ6z7EN/aKS5NymPBrhZpn8uWWda0vMQIbRc+A452FxWqOMjs0uCtTGhvx+GJ4jIqsVXLt2XgvQfd/63I3CYHCutzEUOElyjvp0mpytrbUjSbUt6t49Xr16lS9/85uo8VhqW5QUVjrIQaECrDynqCp+5vOfJ5jPZUgxaGdrHF6hbcuaF4bUts10OsUzw0jo+9haM7YsVuaec+uavuMQGu1T3jRoI2ZNsoyJ49DzPBSwLArsqmJg20RBQGwOd20QCHKcpsRKocqSS75PpjV+UTByHKZmv4qBoeOINTqOycqSWZqiq4rxzg55VQlV1UoR7Xw+56BpcKKIXhiyMRoxGA7pD4dE/T79wYCw1yPo9+n1ekRBgBsEIkA29H5RFPxP3+Ha8a5FVh6cnZG0LU6vJyeNpiE20P7B8TE3bt8W3jUI8Ho9gjDE9zy2JxP8uqYwpVYXd3ZogEfLJVsXLzJdLPjyn/85/9e//tcsTk64uL+P5zg4jiM8qoHeG9/nNvCn9+5xb7HAqWt0npMvlxTLJcXpKZuWRaQUPdumWq1Izs6ok4Q6y4iThMOjIxrfp1GKezduED96JG4mk1o5u3eP+vAQbVlceeYZfvqXf5lf/43f4NoLLxA7DnPbZvfSJQaeR3F2hkpT3n7rLd45Pibu97ldVdzNc+ogwHIc8ambjTpJErHXtS2h4xBZFsMoovzSl3DKkp/+yEfw25Yky/jyF7/I/nhMmqY89swztL7PcZLwyg/9EKOtLWzP45nnnuPaY48JnGmEsbXZJP/gc59DOQ7xdEp8dsb09JQijtnZ2cG3xIrY2vZaQNv1UtSIkFUrae9cZ52Yv9MYKmb/0iUef+IJDk9O8IZDsrrm6OiIC/v7VFqT1jV37t1jaaLF67YlqSrJmlCSyxA5Dn2TfhlGEYFJ8VTtue0u9H08OK+fxxQUKsVisWCepsyKgk9+4Qs8PD3lta9/nezsjCs7OyRlSaoUejhk+OSTBJOJbDrdKa+uSZZLOeFbFmEYEuc5rWWJWE0pRpMJgS25KRuOQ69p8M1A57aStOvUtQjFLYtEKWJg0bastOYwSciUZCBs7eywefUqR1nG+PHHSYOAR3GMdhx++e/9PbEXWhbLOGZvf5/D6ZSXX3mFf/8f/gOOZTEIAi7u7X1PnvXv+tU061MxjsPO5ctY5vtVjkNg7kksKXLrBN+ZZdF4HoPhUELk6prSVDBYWhN63lp/hWVhNw1lWTI/OWHLhPFlVcXAddkajfDDkI3xmNC2GUcRPd9nMBgwHAxwlZIahCCQnirHkeiBWjKcbOR91XmOThL5vrrsk6ZZd/mskYuNDdjZWVt/G0Avl5Le6kijML2eOM2aBl0UeL0eO5MJaZenYpJl1y6g7W1BL0wgnLu7ux6etOOsnThquYQowun1xCHVoR3dQNFpbTqHj6G0WpNdte6RKUsZdDoEJork97vhpUN9vlWv0tFS3UBUVbC/fz5sed65XiVN5WtarVB5jn3rFr/+wQ9K0m8rLikbaT1vsow2zymriscOD/HyXCz9rVR0eFqEsbURvo4ti75l4VcVgSUpsp6hnAqlSNoWT0sfmaPEadOzbZy2FSFvR40brUpdStlkT2sCg0wt8pwQwLbFkVYUDIybsjughIbuXwFLyyKuKgZKSl97VUVqDuOeUmyMxywWC/q2zanJnwrynJ/q9/mbe3tshCG7/T4Dg56EpjbGM8OJ4/t4JvgwcByU5wkNaCjW7/R61w4r8zznLMtIgWAyoXEcVkXBMknEetq2rLKMRZatu3uU5zGNY5o0pb53j+QLX+CVJ54QCyEwK0ueeu45Qt/n7ltvsZrPGY/HTDY3qcwkWbbtmmOtlOJmnnNzNuPE2Dqr1Yrk6AjXKOsLy6IXRWz0ehRpynK14s69exwcH1PWtQS9KYVOEpZHRxw9esSqKAgHAwnrKUusqpKiwLZFTyb8wm/8Bn/nH/0jhs88Q3jxIi+98grvffFFXM/jfR/5CHfnc47SlFPgZhzTTibY/T4gm3zRicaahsiRllfLnIaO33iDodY8dfEiE9vmAy+/zN/4uZ9j0Ouxs7vLzsWL3Hr0iLht+eo3v8mNt94iSRLevnVr7b+PokhKwByH2LL45nLJ9u4ufceh73lUacogCBj6PqEZUqZJQqUltbezxSmgNhSTBqgqBmEoaIuSrIDMtiUaPU1Zpin3Tk/50htv4FoW416Po4MDFsslThTRN9bqBkEltBGm2o4jAl5g2OsxmUzW9fTKUDVKawm+a1s8xKrYs20u7e6yu73N7oULJG2LdfkyL37849wrCh57+mnS2QxVVQw2N5ns7+NubYHvM9jeFv1CGErSZZ4Tz2ZcvXxZEipdl1Ipwq0tlOdhex4Pj46kMwmEzkNg4sBw1kNgy3VRTUOpNbUrBWWdqLM1yEta19y6eZPbN2/ynh/8Qb769ts8+aEP8Qt/9+9SKcX/8y/+BXmWMRqPCcOQ3mjEw0ePeP3GDbI05fLFi1RlyVe++MXv7UP/XbrcuqbMMtI8p8hzGs9j8+mnqXxf3DUmjdN2HNEJdLopJTX3YRSJsLqq8Opa6jw8D98gGVUr7oy2bdFZxvHxMa5SOBi9lbmfxr0eexsbhL0evnHuNa1EuStzaAmUwve8dVFia1lCMa1WBL0ep4uFIDhd4mxHkbTtuXZFmSh7x4HdXRiPcba2qByHKo7PBxqlYGMDdzymalvaJKFtW3phSLtayXCQpjIcGIQGxxFUwrbXvT2t41DHMTx8KAPOcCgDh+cJFfWtYWwdItJpUjqkQympMHBdctN59m3alo4O6oTATXNeZAjnIlxL3FLrwDoQEXCH6nSC3do0Q1cVPHgA9+6hmobw4UN+1LYJQWgWpSS4sqqwTWTEBw8OoGnWa0Ok1JpadhE9VAWEdc1ZHONZkpGkbFuSrQGUpFHrRtJqQ98XbUdVMXYcrFaci7W5D92mIalroqbBN69rbNvMDRqbGgmC7bpEWlMrJQnLrUT1V60UxxZGjzSu67VtWdU1G4MBq7rGsyziOGZk26i65uZ0Sm845CcuXuSnNzYIJhN6UUQQBHhhKLoeQ/91P29sm8bsDbTtuf7mO7ze1aFw3alnZvQQExMR35gbqmsyXpl+oHldw9YWxdkZ7XyOnyTsuC5uXTPY2mKRZWQPHkg0fZ5z++23mezsMJ9Oxeqb5+KrN6em2raZ/ZRkkwAAIABJREFUac2bqxWvXryIZ6Kr81oKyCLEqlhVFbbWrJZLtCN5IaU5sfeMcC9ZLEiahgtPPUVvOOTyaITVNJzeusXE8zjNMvYvXyazLOb373P52Wd5eP8+zzz/PP/pk58keOIJZsslk+1t8djbNjHCrd4vS8a+v44U74oDPSCwLAa9HlvDIbsbG6RpyouPP84//5M/YcvzWJydcffggH/yD/4Bv/1v/g3Xv/ENnn/+eV577TXysmQ4GBCfnOB4Hvfv3mU4HDKbz0X8XNfCx2McPklCz7JwXZe9wYCvXL/Ope1tbs/na7TE7rhU26aA9WDRxUsXSSLCxzAkbhpOjZCtNJx5GIa8fOUKs9NT0izjsa0t/vSb3+TmgwfYYUha1wRAa9u0HS/ctmx4HqFlUaQp/V6P2PNQVfVt07yNFCZWWhPYNkVV8ejoiCXg+j6jwYAv3r/P1+/f5//8p/+Uz/3Lf8njV6+yOjuTFOKqYnM0AqUINzexo4igqqjmc1xgPBhQmgyfJI7JgKsXLnD7+Ji0qkiKghTRpLRhSJIkhHVNoMU14YFw7IaOy4uCEEk99i1LXC3IoLWIY566fJk7b77JIIr4D5/6FJ/7L/+FvTBkdngoJ63tbfKyJD064vJjj/HmW29B0/DY1as8+9xz/PGnPvVf/0H/r3CVBqpvikIE3cD7nn+eRzs7PHr0iNZx6DuSbaEsSSEtmoY2ywiNAFUbVEBrCQBUrivOi25QKQqauqbUmumDB6wePmS8v0+hNQuTON1rJUhs6HnUWoLTbKUYmI4vz5KG3i6NtCoKSQLVmqHWpO+8g1PXJGaTmziODASWJWhH15PTmhblbtMeDMAElBVNQ3t2hjUanbcaB4H0haWpaNDaFifP5VnoBiLLks3dtuWjZa11ZnYUyf/vODIY7O0JepPnopXrBqhuSPB9QTi6HBYzYNTmvdGOI8OWZcnHfl+Gim5ocpzzFNvu8zu3T693nljbDTq2Lf9X1ytUFOcZLrMZJAm614M336RVilfKkkuTCZ/a2ODEuHbSpqG0LN7z6BHWdIo2Q1fQmtA3217nIFlNQx9BBnzO+3/GZtjSStFWFVYQYMUxYRBI7pN5nVojiO1+1EBsBMuh0RnawMC2SYwWqi0K+mFIqjW+bZMXhfRFfes9WlUMo4g2y0jqmtJx6CkFvi+HnaqiyTJCS9yRR3nOsNdjMwjwLYufGI2YVhUHvi8DvXm+OurcRtbuFiRJ13HQrisHUOc7Hz3etcPKRhQxi2OOzOZVlSUu0rvReB5l25LEMT3fF1+8JR0q1w8PpfjN96kXCwLXpac1h7MZtSXtu9/3xBP0fZ+z+ZxVWfLc00/zl9evE/Z6JEkiUCkiulRK8XqaMtOazbIUWN73WRQFq9WKfllymqZyAwYBSVHgRREb4zGqriWG2kBkaVVRxTHJdMrQ9zk7O2Pv4kXsoiDMMqw4ZuS6+Ds7/Pqv/irv+/7vZxgEvOf97+df/OEfMrh6ldevX+enf+qn+Df/6l+xqGtWdc3b0ylXx2Phns3i5dk2fc8jsm3KquJkPqfJc6w4Zum6+HVN37L4J7/5m/xv//Af8rEf+zG++pnPMPF9/tUf/AHPP/88N954g9CgEltbWxyfnEixmucJEoVoZBZa04siyrpGmZP+nevXeebKFWZHR4yMg2haFILOmJOAa1kkxn4HpokWsa2XdU3hOEzznKhtmWxtcXZ4yGyxkNA5xyHc3ubk4ID7t28TTSbkbYs2mpimlMbsdSiX1kSex8ZgwGQ04sDwzoDw50gaozKQv6fU+uS0MRxS5TnpbMYrGxuczWZ86fd+j8M338TzfRrLIhoMJDq8kTZSrRRuv0+eJCKwa1tc4MHt22x4HnlRcPXxx7l19y55VRG4Lnl3v5jTeSfeK83Xr5VEYY88Dx/YGo85Pjkha6RLZOJ5NGWJozWbOzu0Rjvxg88/z1e//GUq2yY1g04URSjbJl0sWFQVzmhEqzWXdna4d3DAIknYfJfSQNq2xYURhtJpEgT4/T5P7u3x2LPPihbJDIAd7au0Js9z3LYVZLYoKPNcBog0ZRXHtElCVVW0xtrZ6S5m0ylvXb/Ojz7/PAdxTA6kpjOs1pp+GFJWFbZlSaaL46zLQZVSDFxXaOiqwrIlqZQgILMshsOhdPskiZyEq0ps+Z533qtjdCjr6PyOGlEK2/cpViuC2UwcN53Go9+XQtblUlDkpsGZzYROimMpJexopi67ZDyWz12tpMG8LKUnaToVbUy/T3t0RGus3WtXUtvK19cJeZNEgswM3aO1po1jrM1NcTO57vkQ1n2fHa3U6VU87/zr6zJdbFt+niTnf8/oVDg8PP+/lYK33qLu9dCzGUHTsHF4yHBnh5PJZH0YYLXi+dmMrKpwtRSqelqLe0cZ8wCsi2qzVqzDTVlK+nRZCv3YtkKLGMrH6fRSiOzAs22qpqGoKkItzfTKsugZ1C2va5RlEVgWjdZkpfQcacuSFPOqYtOyCHs9YqVYFAVF03Cl66rLc9qmYWCG7l6vx6HJ69FG8Nw3LjerbRlYFpXWDF2Xj7ku/1apte3fUmqtJ2zNnusgqK4DUi9h1s7v9HrXCmxv/dZvsb25ybDfx3ccsiwjzTLmcUxpptzuTU+LglZJ1XvpuqRJQl2W5EXBXGv+8viYxJR41XXNbD7n4dERj05OyPKcv/ELv8BnPvtZUUUb+K4207y2LOK2pcpzXt7fZ5CmpHVNGYZkcUxSFIS9HmmSSKvubIZl2/SjiIERudZlSdu2JMslrjlRzWczijimXq1Ij44Y93rkVYW2LH77t36L2dERcZLw+LPP4jgOeZ4zqyo+/DM/w//9u7/L6cEBpW0zy3OSpiGybbbLkqBtRaHt+7RFITCd1ni2TZllgsiEIbOy5MITT3AXyFcr/uh3focbX/saQdvygQ9+kOvXr6PLkiyO2dndZZXnhCYFOOj1KJtGoFAtqYk/0LaMDFTqNw15mjLLMi5sbEhyYlmSthJHXnULPbAyi5IGSRluGlZKMXjuOT736BHW9jZxnrMyvL1uGs5mM4b9Pt5gwIPZjJM8Z1pVFFUlzdSNNIFueh5WXTOxbQZty5Uo4kKvx5XtbeYPHuCV5TowzFIKu67xbJtWKVkQEKRFFwVO0zDwfeo45iLQz3Nsw+9vPvYY1eXL7L/8MtHLL5NaFlaSsJrNpKMHqM/OePDaa1TzOfHpKWenp9w7ORFU0LYlGdV1SZAFcWhOsjMtQVG2bZM3jQy+lfRXRVXFsGmogKFZzMq2lYK5OBYkbTrl8J13uLK3R11JE3cXULW9vU04GPDEM88wX63I05QPv/oqWmvSomA6m/HCr/7q9/Kx/65cv//lL+OPRnjDIZXrSl4Rgrg0CArY1TtUSItujbH7RxF6MCDY3CTa3WV89SrDa9eYXL1Kb3ub2WpFnKboND1fwJuGXCmeffZZLu3sMAxDQqOxKKpKKiqQCgVt9CmRba/t+Z7jkFYS+OUYsWuoNfs3b7JKEuarFb2tLXxET1FZFvVqhV1VqG+1Hnd0idbrjBFruRREx3XFemzyWbrBQRlKt0gSLEMXr5GMTifSoSjfahUuCkGVTWIraSo5SL6PNgiH2tmBk5Pz0Lm2PS9PNMLdbjNP4hjXDGZdhw95LqhNpzXpLsvYprvBrG3PaaDV6hxp6ZJtW2P9znMYjdCvvy66nrMzrCBglWW8E4Z85uJFVnlOVpaUec6Hp1MmJyc4Zbm2Jmtg4LoUZmPXgF3XBI5DalLObaQk0DMHDd8gEUlR0FOKnuvKAcqS4EKnaSRsTUu+z6Bt6SnFJAzX+1pRS8luqyVgcmMwYGHQXKU127aNE0UcJwkNMPJ9fNelUop4uWQQhmzYNk3bMl+tSMpSylUdh61ej7wVy7UdhlhlSWhLS/dYKdI855ErzeGdw9NRkuzbUT5dKnlbluvSz1/8W3/rO3pu37Walf5gQK/XY2Njg14QMB4MpO9Ga1arFbPpVIJnDC2U1zXLNKVKU3QtLaNl09DkOc8+9ZQMFIW0ND/1zDNoy8KLIubLJf/pD/6A7fEYz5EgrbooBGrFiD8ti7tpysOi4FRrCgO7FVlGmSSczmakTUNaVcQmjEcZPtJB3lBV1/i2zWI2I0sS0vmcJk1ZTqec3L+P53mkqxWe4/BHn/40uzs7eFrzxmuv8W9/53d47Ytf5P6bb/LaN77Biy+/zMHpKaeLBbbjEGvNSZqKeMq2WSQJSZrSAnlVkcQx6WIhnURaUxUFs7Mz/tbf/Jv8tfe9jw+/8gr/3Y//OG5ZMjs44N9/4hNUbcvVJ55gOBqxms8ZGheDZwZHbeBNDRTArS6B1bY5i2MK22bZNNx89AhMX1ME9KuKXcdhYBZGy6AHtmVRmQ37yRdeYKY1Z03DIkm4cPWq2PXKktqy2Nnbo7+5ycl8ztlqhUb4Zsd1qfNcupssS3ozXJe9KGIMFKsVaZZRlqXkCACR768FjbYtLielNT3PEyGl1gSuu24+7bkuF0Yjrm1vg9ZEwyE4Dk8++yyhEQR65mH2XJeNvT2i8RjbiAH7/T5hEDAYDKQxt66xq0roJzPsBUphlyVBJ7DVElDVuZYwwrygLNm1TfgYMhDiuiybBi+KsMqSSb/P9z/3HBuex6XBgCZJ0FXFtccfZ5WmkumSZdy8c4dLe3tCfyUJlVlw3o1XZXIiuph0B2jNMOA6zpqKrOuaKs+l/6cVN52tJJocQ480rQQ0qiAg2Njg2Q98gKc/9CHCa9dQrotjEML09JTDt99mczSiaqX9vOf7bBoHY1KWzFcrzuJYLKN5LrB6I+WenuH406IgLwqWto3leWIecByhPasKt20JgwB/MiHXWjp74DxOvtN2dN04/b6UaNo2le/TNo3E4lvnImM1HBJEEbFZN9H6HAlpmnPtSqcrMWmwlm3j9/ukpvKEPEeXJVYQiFuo06sY+mgthO2GCxCXkW0TDYc0JycyDNX1t4uIDZKwHjh8/1yo26FIIINK99G2BQmKY6F+4li+7oMDsG2y5RJnOKR1HOK65rVnn4U4liiFpiFoGi5lGXYlDczK0P6OZVEb9Bhk8A09Tw47RtMydF08pagta13MahtkqDHPc4fsNbCOS9B1jde29GybwPOoLQmxU0BZVWSt1C6MoohcKeKqQhUFUdvKcFxLJkpHy8zNEOh5Hn3bJs9z4ralcV22t7bww5Cx7wsN2FUhVNJ7V9Q1dVkSKMWP9vu8WhT4gOs4klRrEBVlfnTPTRdNoa3vfPR419JAyghDe75PaUSKTdNIUFhRkJQlx2dn+EmC63mEUSRuEqVom4ZFVYnupK7ZGg5JTk6wPCkL++aNG/R6PVarFQqoioKdjQ32goBvvPGG8HHdImV+nAFvVhX9wQA1nxNYIjTNkoTT+ZwgCMjNSS0pCuLVCs/3CQ1fXcUxfc9jMZ+zms8Z9PvYRljZNA3x4SEp4PR6bPf7rJZLbK1J0pRoPMZbrRhvbODZNo+/+CI/+hM/wSf++I9JyxJPKc6qisxxKDDla1oTBAFlntN3XUJjkYyBr73+Oj/1sz/Ll778Zfwf/EFYrXhwdESvrpmnKZbrMk1Tmq4srW2ZHx/Tn0xYJgnBYCAdSea1qdqW46oiGAxwkwRlwveaLCN3HB6axume6zI2UGTQtqRFIQmfBi73kZbj07rmU9evM9zZ4fLuLq1lYfm+ICqjEWeF9Lgo32c5n7PIMkrDaetGEkjbqiIuCvbCEL1a0bdtnnrqKS7t7Mj74vs4TSNdKWZjcy1xInVFZC5Gx6KlbKxsJe/EbluuXrjAnbt3mc7n2JOJ5Gk0DZGhe+pW2q77W1v429tk4zFBv0+9WOBYFkWSMDZIkmokvK5GNlfVtlhKsek4rIwuqLVtSec1J7cgDLkQRWyNxxy8/TaVlgDAzmWig4Cl6fuxL13ilSef5PaNGyS2ze7Fi2KNdxwuXL3KO/fuYQEbgwF333yTtK7lFDgYfM+f++/GZWmNa5Ap91syQJpaChodI+5WbUuZ55KJYjbi2lDKDWC1rQyUximobBs1GLA5GDCcTLjz1lssv/Y1SSuuKu7dv0+TZfRNqqylpMV64Pu4hqJtgKyqSMzhyvM8/DSVwsO2JTfQvJOmvDIckk6nhK6Lb+gcW2t6RqAdui66rgUt0frcSRNF307h9Hq4qxV501C0LWo6lTTlwUD+XCmc0YiBOYXjOPhdyFqHrszn5xSSQViU+buVLVlYKk1RgwE4DrosJdG2E8CakMQuxr8bYHQYCh1roiAcpWTQ6ffPdTJwLqbtqJ5uqOroHzh38RldBmdn8n92iMvBAQQBrW0T7uzQmFDR69euMfd9icJQijrL2Ab8LMOua1rbxtXGbWMQORuhwAMlrkXHccSh060hyCCjDYLVGtq8ZzRSrm1L/xmSrNxqTag1EUhfmhnCWqWwailZDMIQD/C2tji6dw+nkBbogetyWlWklsV2FNG2kv6ua7EuO2VJm6ZoE0RYWxJdgNa4BqmxEfrU0VIg6xWF0KVlyeDCBX48CHDTlC+ZA3HdDVjm9datGFMqM+Sr7r34Tp7bv8Kz/t/EFfb7hFGENpNr6DhsTiaMRiMck5yXFwVpmuL6Pr3hENf3qR2HMgypej0qx8HXms265r17e/hlSb/fJxoMUL7PYHOTwWDA1tYWYRhyfHbGxz/+cfb399cnAMsSe+MSuLFcMvV9yrbFrWtG4zFuGIoIOEmYGoFtXpYS0FaW5FkmCIslpVID47tfzmbEiwXxYgF1Lb0xScJqOmW0scFTzz7LLE1xo4itnR3evnWL66+/ztGDB+A4/MlnPkNWlijPk0A4oPKl0rv1fWrfJzYbelWWLOOYQmtSy+LOwQFPPPkkl65do8lzqsWCs4cPSeOYZVmiPY8kyzg8PhYOvarY2tzkbDYTOinPpa7cwOctsNJSqFjHMQPbZms0wqtrLMvikbHUPvfSS1CLHZSqIurs1q2pH0cspK8dHlIHAdr3eXR8zKPjYwpg58oV6iDgOMu4dXzMwXLJ4XxODQRBIA+/OQm5ts2mUkRZxlYYsrOxwWAw4Gc//nEGvr+2iLq2vXbTuLZNGEWS6No0uMgD5GgtuTJa44ch89WK17/5TaIgkMC7IJDiM7PANAZ1s20bPwhITSbGZHsb2/NI0lQyXcwJroX1KWzS6wkEqxTKiIU9y1pTn1pJku1JmhInCcez2fmpCLDqmjrLWMQxd5ZLws1Nasvixq1bDLa26I3HFFpzfHbG4fEx1996i8PjYy7t7eEAURAwHA65cuUKvS5Q61126bpew9FFnq91XHVZkue5dLCA1AwYdMQx1IjqdBEdfWD+Pdp2bdt1LItwc5NrL77I1vd9HyoMqYGv3rjBp/7sz/AM3F5qyeoIw5BBr0e/38cPQwkL830iz6MtS+LVirPlkjiOUVVFaFkEUSS0itGz9KOIsN/H8jyWRnBeK7Gs6qYRm3IXyNbllSi1juWn38fXosVKtKZeLgWVWS7XKIbd7zMcDqmn0/Ock86G3A0JXdibCabTWuO57vo03aapUAWd5bmz7ndZKa4rX5vZwHEcGqXI6hrlefJ9fGtOS/dewDnFZTbGdct9h/7AeSFiV44YhpT370uidK8H8znWcCj2ZUONf/XaNWmutiy5V1yXDccRIS7ntQA1YgjoEmiBdVux1pJe22gtmju+BX1oWyxjwvDMe2qb571uW1Kt8ZqGbeOmtIMAx+h26qKQSATHEZmC45BrjVUUjGybvTCkNxjgBYFYrQvpk+uQjaYoiLR0tylX0m/7rivuUCPw1VoauKssk2ReyyKtKsqqwtEabRxOHw5D3ldVeE0j+khDn1vIAbkqCuqqojWaw+/0etcOK0pJDLZSiuFwyGgyIQpDoihib3ubyWhE5PsoowUpk0Q2v7ZlafQSRdtSTKfoR494aXubCDibTvmBl19mY3eXnUuXyNqWb1y/zms3bnDxscd4/4c/zCxJqA3cWte1ZGEAb6xW/MXDh5TDIWnTsMgy1HDIxtYW2xsbtEqRpCl5msoiYk4oofGhNwZtGPs+wyAQa9lqRT6bcXj7NvnpKVdeeolWa/70a1/j1nLJ6WzGg9u3GV+4wGBri7IoePjWW8RpyrYJJ0NrVkBqTupxWRJXFSkILeV5tL7P3fmcL965w/d/4AP8+z/6I+zNTaYnJ6g85+7duxwmCceex3GSSMiP4xAvFvQmE+ZZxiAM14m0uq7FbWNJhfprsxkLz8Pq9cQSWlVsBQGBZeEDR0dHvHPrFk8+/TS9KMKpKjaqipcuXhSYvm0pLIskCLhblujhkOl8zg//yI+QVRXH0ylvHxywbBqO85wyCHhUlliTiQxXcSx2OkssdXVV8T///M/z3//cz/E//tqv8cv/+B8zeewxVqsVD27eJEIaQiPPk/oGxyE3Gh+NwJ0Wwk9HrksvDHGBqKoYTSY8PD6WYbQsCTY2cK9dg50dGq2F+/U8KUVsGgIl2SqXrlxhc39fkkDNwhg6kjLc9zxGWuMZZ8KO43BlMmEcBDRVRQiEWrPV71P6PhlQ2Daz+Ry7qghsW05ybUsFrJoGZTI9rm5vc/HaNQ7TlL/+sz/L3AzITdNIsnHTEAQBtuty9+AADdy7e5cPvP/93/sH/7twaS0lpU1RUCQJbVmK86KVhti2qliVpbTiGt2Ebts1yqZAgs+0lhOxJU2zCnE/FGVJC4TDIc995CM8+bGPMRuNuPP22/z27/6uuL9smyxNpcDTDJiV4fuDIECb0/X2ZML25iZXd3fZ3dxkc2uLydYWmxsbEAS4RYFndEoj1yWaTBhvbpJVlaA9/T6t51FqjT47O3ffTKcyGESRDCxmHbA8j8n2NrXvk7StfM7p6RpFUf0+0XBI+eiRfP5qdY5iaH2e9eI4gjoXBYHrSuBjJSFvLBYynGSZUDFdTky3gZkhxrJt9GxGuVqhlJTPFp3tuDE5KobKWutQbPu86LBDTTr6q3P7uK78v+OxuKIuXkQ5jrwmUYQyUoF4seAvBwPC5ZKzshRay/e59thjbCCDv0YQNtey8BBnoQ3robY1w6LTNAxdF8e2yZTY2+O6FnTO0IoD113XKzhKQgGLoiAoCoaWOPos25ZW5KqiraVwcNjrMTHUV+U4zO7dY9u22R4MsMOQLM+pypLWaLN8R7rIorpmx7bZ2thA9/uUlkWjFD3PozGUe8+W3qGmrhnYUveQNA1xnuMCqzSlyjLU2Rn95ZKPKcVfr6QCwjYISmVAgzhNyUxVR9tRgN/B9a4dVrp4bEdJAmRne23reu2WwMBxtC1FknD/9m3iszOcpqFnWVBV0i2Uprz/pZfWJ5ovfuELHB4ccO/ePaqyJBwMeOaFF9C2zf/wi79I2Ouxs7lJleeEJjGyVooVcD1NuasUXLhA3DRY5qGzHEdCnszUupzPWSwWnJydMV0upR+nEY+9b9uEjsO415OAKgM310XBP//7fx+/12OepmRas5rPObx/n92LF7n98CGTyYR4OuW9730vg+GQppIY5gLJplGeFOiVTYNyXewgwPV9SXMdDjmIY7avXGGlNe/7mZ/h+NEjHrzzDsPxmERrjuOY1rJoq4q2LCU8zPdZ5TleGLK1tcUqjuVUavhOLItD4JM3b3Li+yy0JtWa8WTCZGODvu8ztG2K1YrFbMbmaMTE95koxfzBA2kqtW1y22bpOCSGg724u8unP/1pyqKQ3qC2ZblaMR4OyYsCv9djlSR4QSCIhnEnlGXJR374hzmczThYLPjC17/OJ/7jf+THf+RHeHwyYXlwgN22FGlKVRQ0RYHWms3NTTzfpxdF68p4bbIJXMfh6s4OuihIl0tCzxNe17bp7e+z9eKL5G27HlJmy6WcnEx0tW9OyIONDYLRiOHmJr3xmFqbwkSTBTSMIk5OTxkafUmb50TIgzzxPJoso6gqWsvi6tWrWE1Dz/DpGsi0ZC/gOFzY3KRKEhYnJ9y4fh1lKCJPa/Isw/d9HNdl0O/zoVdfpWkaLly+zGyxoD8c8tnPf/57/+B/Fy5lNpCmlhCvsizFkYGgJI1xc1hGt+E6Dr7j0FQVTVVR15JJoo1Lo+vCart/A4ksAKGrhzs7PPee9xDt7DA/PeX3//APcQ1lWBpUszL0kmtZVHXNKknwPU9O2bZNajbjbsNSQNUJY839p5XCMc90fzQiq2sxE7Qt7mAgxaCdRsOyhLrxvG/r6VFtS2NOxo4ZurTW6zZnfF8QjixDLxbnn2ueMfmm1XnfUBiiHAdXawbG5dYaShY4LyLsNq9O92JQSMtQXLZ5PbEsQVds6QxaDz1VJR+D4LwnqascCIJ1QSJBIB9t+xxVsm24d0+GHs9Dm+cqq2v+YnOTOM/RnkerFP3NTYmeR2IgbEPdrTNwEI1GqfU6D6qnRChdKkWKiGurtpU4gVZyR6hrRoamdRwH5TjS6N62DM2z77muINbmtWqUIhgO5f1pGsqmYTGfM0FoYNtQdNqWKH3VtgRainDbsmRg24x6PVogK0s2PA/fkhwfx6A7aC1CYa1pHElmRosTqC1LKlNkmMUxAHYU8Z7hEDdJKIypoTA6qyLPKcqSsij4q6jd3rXDilvX6KJAVxV5lmEbyDYyfKdj3mCUojQvWNu2pHFMulxKrslyiW1ZBErx1T/9U3b6fYosk0TKumZkoNL7Dx7w5ttvc+/uXX7yJ39ScijiWAJ/imI9ta+Au8AfHx9zy7ZJEIdBaWyKnucx6vfZ3dxkZzKhMaK649NTEaFpzajfx7Ok8bMLKWuriocPH1LVNS+98AJ5UbBKEjYGA568epWtjQ2+9vWvg1Kcnp7yxBNPcP3NN7lz965seEbsmjYNWVGgWskCSNNUNkygBFKl+IFXX+X1N9/kPa++KrXeSrE6PSVeLLiwv4+LLPa2mdKxLM5mM0aTCbPF6d1gAAAgAElEQVTZDM/zpECraSizTAYFLWWDXzk85LqxMTpBgO/79MOQjckEy5YSrKqWNMb+YMCw18M3yIvWmgw4ynOWWcZmEIgQsG3ZGI146vHHRfU+mUjoUgfdf8t75FgWTV3zIx/5CIMoImtbnv+BH+CjH/oQv/CxjzFaLvnmf/7P8u/WtYR4NY1QQbZYDUPfl4C4spRgODOwqKYhz3O2JxMGppm5LEt6gwF5nvPJf/fvGEYRtVlYbUtajTWwms8p0pRVmtJaFheuXcMbDAhHI/YuX+bS7i6b29vsPfEEuevShiE//8u/TGVZbNg2Q9eVYaQy+R+G9z45PiYIQ7Z8n93BYC3S7FpX++YENzeaodnZGf/2t3+b/cuXiUYj0rpmOpuxMR5T5zmnx8dYSjEajwmiCOevkJXw38JlGXRNcw5Pt3WN7k66VbU+6AzDkDAI1i3mldbUeS4aBUwFh1nMO22TrbX8W1qvc0L2L1zg2Vdewev1+PyXvsRn/uzPGEcRVduurfA0Da3W1I2UJXYBYDiSrmspheU4eOZHvL+/rgigaSTq3mg+nNGI4Xi8Dhys0nS9oTKbfTsF0xUBNhK05hqUxP2W9FPaVoYboy+xw/A8BTbLzgeUTjjbxf5bxkZti4tSOQ6FqfmgKM6zX7rBoaNu8nwd2maBlI0ilOu3Bch1Q4z3LUWEnfDW6EGIIhm2Ouqn+5za1AasVqK3OTmR79F1aduWY8siNnlOpeMwGo9l3aukoNAx90BR11KJYZChjvpWSJaVbQ5X3TqSVhV5K4GTgUFKAstiaNuCnLQteVVRNQ09wyAEnremvRyEDrcM2tuWJdq2WRQFQ63pAY7r0ippdY+1JjZDkW3eS9+818rzqAyC26E5ynFEwwhQlvhGeJ7U0oHkNg2B7+OGoWjbioI2TanTFFWWBL7Ph1yXcrWiSFPKPCfPMuqypMwyART+/0QDRY5D4Di4tvTP1EWB6zjS/GhJadNoPGY0HuP7UnUfBMF6Yk2zjKYsaY1dzI5jNm2bSCkKYyc+PT5eQ5NaS85C4PsScR8E2Fpz7fJl6fIAtOcxV4qbVcVXp1MSyxLap2logF4U0Y8iLu/tcfXiRYnntm0qrSnKUqLXDXzouy6eWYQUUrA3mUwYTSa8fecOexcvMun1eOftt2mahqIsuXThArtbW+zt7bGxtYUyCu/uBnz82WfZ2t2VGxY5AdpK7NfBeMzRfM7rN2+y//jjEovsOMyOj+kbpMdq2zVi1blliqpC2TZnZ2eE/T5JnuO6Lo3JiKjrWpCbtmXleRxmGYs8lzj+usZHun6UJ4VtR2dnnCwWhMMhYxNw5xnxamrbzKqKqxcuMOn1eOzCBfLlkjv377MxGoHJEPEcsXInSYJjWYIWmEVmNByyORrxyg/9ENvPPcfd+ZxZWbKxs8OF3V1umyRe15KMgK2tLSaTCa7jiBATOeH0w5DQnLhDo4CP45hplomTo64JPI8iyyjSlIFlsXH5slhPLYsHDx7IJmXuS9226yTlVin8fp+jszPuHh5yOp1y7+iIbz58yK2TEx5kGZP3vIeXP/pRhkqiwAeOIzZxQ0+EjsPxyQkXr13DdRze9973CmIVRbhty7Vej8XJCb0o4qX3vEecYHHM1tYW2riUPN9nMpnw5BNPcPONN6SrxmgrPM+jfJe6gWxbelZc18XyvPXJsq5rcQCZgd4xejTMGtPlE6E1WZqiOiqorteia41ZVLUIdhszyFiex/7Fizz5wgssDg74/F/8BfF0SuC6uK5LWVWkZSmwelFIY63vSyeZGbw928ZXCh/pfnl09apQ4Z63LhVs85zWbMpKKVzfZ2AGS+045FVF3bZCxSSJbNZ5Lhu6KS1syxJdFFhRhDMeoxxHqKSylM8ztRCqE9d2WpUOMekcPZ1WpFtDlfRYWSDuoC7jJAwFISklQn49tLSSv6IcZ92flCslGqEg+P92HnneuTOo06wkyXkFQedwCkMZWupa8mKyTBAnW8oUm5MT6izji3t7OGVJbejtvGmYLxacHh+j5nNxa7Wt9NM15+4wlDgY20biG7pQv0hrvLYlsG16jkNR1zKAti1DSxK1HdcV+3nb4lkWG54n3WW2fR7h4DhCTRr0pkundrSEVdquS900VHlObISwkW3LEGyLa3LoulI3Ukl6sW0s47bryp5gvnbLcYT+sixUmorTKQgkG8owG2HTYNU1eRzLPRTHvH9zk408F3AgSSiSZB0Z0ho33nd6vWuHFdtAty4wCAIcBCKPAqlaD82G4zqOaCm0tFm6jkNoNl/bkiK4qmkItOavXbnCJmYqxUB4wyFuFJEnCYvlkhs3bmA1DXZd4wJnR0dykq9rEUnZNpllcf30lDQMyZQi05rSkt6RXr+PF4ZEvR6TzU0R81lid0uLAu047Ozv0xsOyaqKuCwF9rNtrr/9Np/57GeZbG/z6PiYLMu4+MQTnC0WDCYTHjx4wJ/80R/x+c9+lrIsmezsSIdFVZFWFY9mM/6XX/oldodD8cS3LXWSSEaN4zAtS8qm4dF8zuMvvACuy+XtbWanp9I8nOfr0CLXwNNYliSCGg7++PSUoijEqmcWedu2KYG3koR0OOSwqjhLU6ZFwXQ6JXIcsfNaFpPNTZarFcliQZHnhErJRhwEnNY1x8D+3p7Y+bSmZwSfd+/cERrk7IxJr4dl3E2OUsxnM0oTivXXXn2Vxy5d4uzoiGcvXeInP/hBItvm3oMH/OWf/zmH9+8LFVBL0FJZVeRpiq0U27u7Up/e72OZU5Iyw5FqjL00zwXl6/VwLIvdvT0Co6kqHjyALKOKY8auy972NsVqRbZY0OS5wLNmkSmShDhJKOqaVVXJr6uKzLIIgN//xCf4sV/5FfqWRWiQlM4S7ZvXvYOkRxsbfOHP/5xNz+PixgbjwYD9KOJDL76In+ccXb/OKE15st9HrVYsZzNev3GDe48esb+3R5VlnM1mrJKE+wcHvP7GG5wcH6+H9HfbZTsOXhji+D6BKw3LRSNJ00Ul5ZK1uQfyLKM07013P3d9VaU58CizOVm2FF9ajth4S4NW6MakCjsOlx57DO37vHP7Nl/68pfZ6vUEXVHSautaFrYjJXaRQRUCy2Jgsje63q2yLDnd2JD4fNcV6sJseDpJ0PP5WleD78uAphRBv08GokeJYzg6kk3ciFu1ER6jNa1pIFdRJNkZvi+Dgj7PaVlH57etDAqdrdhsfp2+omhbLMfB78SjnfW5KGR46ELcikLepA7NMR87VKmLMmC5PHc0dehOFJ1bqpU6b3M2AwN5Lj/vvl6Q4asyabiGQsqyjHeU4mEYSrBa29JUFWfTKfPjY5amtVohCEerNbX50d0fIC7BzvWjjHaw26IDyxKEwSBmjmXJPlBVFGbNj4y0wQEJk4Q1rYNlrdvgleMQZxkj26bvupITZJxL06oiMmulA9R1Td+WItvAvK6hI3b9DrlRZl1zlKK1LGpDifoGsbaKAlUUeG3L2AxirW1L0GbTwNkZvufx18dj8jynjGPSNCUvCkozLNd/hWHlXRsKd+ef/TPaopDTaFVJpHCeExkV/bjXw1WK8WiE4ziymLuuTIa2VHPbtk2ppO+jKkt6vg9hyO00pSylMbUFaSU1/DZlyU989KPUiwWT8RgnDDlaLOQNQ25e9Hk4UC+K1lXcgUl2XcQxh2dn5HUtoVBVRdk0VFrSB1sESSkMv+v5Po3rclYUHCcJZ03DrChQgwHTOCYYDEirisPTU1588UUu7e+zmk556/Zt6WkwN3q5XPLrf+fv8PzeHsvDQ6zVSiiNIODMdTlIEl553/uYFQUvffjDjDY2+NwnPoFeLDg8O6MKQx4sFuQgYUWGGulKBrFtyUIJAsn00BpbSScFSuG2LZcHA1SeMzAoUqsUuqoYTiZcunCBge9T1DXH0ynxaiXcb9sSBwFfBR4qxbjfxwPOHj2iN5lQWharxYKRbXN5f59ZHEO/TzafU5uFvRPsnR4c8MZXv0px5w6HX/kKzYMHvNDr8cPPPcef/OZv4rUttmWxOZngeR6OOVlYnlTLV4DlupRlSVEURGG4bojuuOTRcMjGeCyomlJsPf007O+z933fB2FIW1UsDw8pplOK5RKnKCinU7KTE/LZjHqxIJtOWZ2e0nccSq1J2pZMKZTZMG/fuMGf/t7v4VQVs6ahdF2WdU1iTnQblpRoPjw54b0vvMDZ8TG/8iu/wlffeIPWdXnP009zdPMmLJfsWBYv7O5y+OABTz73HMerFVcef1xORGnKbDrFUorLV6/y5q1bXNrf5+TRI4ZRxLPvwlC4f/fpT+MGwZrKtIHcDB2BbVMrRZIk4tKwbUFsHUfuI3Ovd/UQ3Trhmo2lqet1j5DCZGQYhKbr+5lsb/Po9m2Oj47Y2NzkqWvXsDraGqQh3vPoex6hbeNaFqHrit1aSXaRb1lkloW7vc3krbdYZplk+hiHYRnHOGUpoY9l+W2lnL4ZfJqqks2/yyPxPMhzjtIU3/PE9qw12WKBbRAkaziUjbqjADv9h+OcU0tJAr5PM52ifJ/a1Au0RvDeFoUMPlWFmkzO3USdlqZDSLQ+T6Y1aIFjifC86+5a/3k3JHX9P93wlOfnuSpNI78eDM7dR2V5rl/JcxpgPp3yBnB7MqFWijIM0UrR9336tk3PoFFPdRSHoXS6qH/LkkwoR0vgm2P2ndygO1lV4WPSaS2xO0ee1CTMTHBcLwwZuy5KKTJzrznmtW7N4RDHoTI6ODvPGds2LTA3OsXEHKDCMCQvCja1Zug4BL2eDGaWYBWWba/LYi3PQ3WouBmoPMtiVVUEvk/PtiVvyiArjWVRGJOJbehVFQSoIODS5ibWfM5XlkuyoiCtTRWN1lRZxv/6a7/2HT2371pkZevCBcLhkKquCTv1smXR5DlNlmG3LcMoYnMw4MreHjs7O0T9Pr7n4bruOizOHQzwTKfQ4f37/O9/+2+jy1IoI2T4qI3F1vU8nnrySR7cucOzJpY7yXN8w6dqM2WiFAvgC2dnHLuSApiUJdPlkkWek2hNaduUWqL2uwTe6XLJoiyZpinzJKFoW0rDY2NuiqQocDyPuK4Z7u5y4do1Do6OODw+RinF/s4Ob9+4QeS6IsYzD7/G6FKShDAM+bGPfIQru7sMPI/5arUONnv961+nrmu2d3exwpCvfPGLaKN1mS0W6wW1qqp1G3H368ZAvF0fBAbN0m2LqzV+EJDZNgerFcFkQpqmeGEovK3WLIuCxry3z734Iv1+H0sp/FZKt+ZFQW7bzJbL9Sk0b1vO5nOpTQhDPMtiZ3sbJwiwg4CsKHCiCNcEra3SlEpr7jx8yPToiAdvvME3/viPeeeTn5QqeiVhbf1eT7JWXHfNtcdpimvEi5OtLdGjGCteW0ss+HA0YmtzU+4X3ycYDKjaVkSZRr+jaulHUVVFGcfki8WaUtFGD+NoTWhZuFqvywsdLeFvXSmZbhpWlvX/UvfmsZqe53nf73n35dvPMmfOzHA4HJLiIi6idsmybMONWrtGY8BIIDhw3RgoCicoYKj50ygKBIiBIjGaAmmQwIaNIoFRw0vkpZId2VItWZZMyaYscShSHM5+9m9/9+XpH/fzfodKUKA0BAHzAsQQw8NzvvN97/s893Pf1/W7aINARM/IiMO2LFnk2hY/ipiv11x/4gn+j3/1r9jb3WV2csJLL75IXdeSmDoccu2JJxiMxyTG7n737l0sII5jTk9Pmc5mvP7mm1x+5BGW6zU7Fy6Ig+YhvHTTUBudCvo8ZdbSmgIBexVFQbpaYTcNuq6pDQxLce5EdG1B9ldVRZFlMiI1G2nHafEcRwTztr2xc165coXHnn2W5OyML/7ZnzEOAulWKgnw9B2x7GutBUjoOMRmNFyUJTawNoLcWxcvot/3PvomV6pFeBiNJc6OYrEgWyzEtdgJJSuTQ2PCTTcwNfP6fdMlaMyYILQseS+iSPgobxflgvx7x1xZrTb5O63R/1hmvNCUJWq1wjEAyU2uUMdbcd1zka5Z8zYOH2M+cHxJqW87Hkv3Gmz73BHUFV+dDqfTR3RiWoMKwLbPE5c9T4jcb73FuiwZrlZMFgvK1Yry5IRyOqU6OCB/4w3yt95iWdfkg4F0LMxoqrOwYzRLtlI0ppuSm3G+azb5LmHeVhJg2GpNiTiMep5H3/NED9NI4nrbGqeaEmZJa+5Fu2m4vVwSuS6252HZNqHvs0I6OpYl+sde2zIIQ9zBQA5MjcR+KKPxUVEkdmgjjMYUPlYjEMFIi+i+NgVsJ1lQrsQ5+JaF75jogLKUwhP4ife+l5dcV8jQVUVdlnKQ7Tpb7+B6aIuVJ97zHvauXWOV58xWK0bDIbHnsbe9zbUrV9gaDGTOZixetrl5rEayZpTvUxqRXdeiDYKAL//pnxK4rsytMemQ5iFvteaN73yHr7/yCp/9whe4d3zM/dNTire98a3pxtTAGfD/vPUWJ7Vk9KzLklWWMcsyFmVJ0ggXoB/HbG9t4bguiyRhnmVkwNlqJU4BI+hqzJz4bLXi4t4er7zyCq5Ry3/4B36AydYWv/W7v0tTVQwmE5RlcWF/XzYxS2BrNx88YD6b4UURL3zkIzzx/PM89eST3L17l53JhGeeeYaqrjk6OaGez4k9j7sPHuCYgqoFaY1qvREFay2C234U0Xcc8iyTBR05WVqWWDvzqmJdVZyWJe5wyGQyQYPQfbXmZL2m0pp4MqH/6KOke3sM9/eJgJEtbIp102D5PvdXK6ztbQ5nMwZGl5TlOU8/+yyt1tw7PuZkNuOZF1+kNgLDxXSKtiymWcZUKRZZxvLggOTggO9885syL9YCy4vCkCCKiPp9/F4PL4roDYcEYSj3glIbaqxjTt6B55Gu15RlyWAw4NKjjzLZ3cXtkmCR4le34jQq1mtUIxEOrsmOskyhYSuFCxt3gGPbOMgClJv7INWaqWWRupKurBAtgGvazsqMDGyj4/rvfvZnmZ2ccGlnh9/5jd9gZzgkTRIGFy7wx1/5CpXn8dxLL7FYLJjN52xvb+P5Pi+8+CJ9U5j1hkO2d3fBcVh0ltOH7MqzjCxNaU2nwWpb2UxNwYJSjAx+YLVe0xaF6LyaBtt0OSzbxjbdWcu2ycqSZLkEDHtHiTC1BTlt25IOblsWjWWxf/kyfhRx57XX+KtvfINRx7gwZORWKZKqImkayqLgMMuY1zV1K3yWrCxpkDiK169dw756VTogSlEniaSZN404VKoKO8toHYc0SVCOQ7peY1kWje/LSCZN0asVNA2TKNpsKvMsI29bwuGQ+XRKURQybnGccwtx5+Qxo5+uK2L7vnSozCjHiyLpyhhdh9UVN12hZAjPm9FOp4Ex2j3LjDu7yJNNgGLXjQnDc6icEUlvNC1Zdt5FGY+/2xlkirBmuZTn2pL8misnJ+RnZ5x+/eukf/M3lLdvw3yOMqPeea+3caW2yCGt0ZqqEfhnY157Vde4SqIVdNtKrpgZ+9V1vYlaqIuCcRgSmxGyNkVxYz732nTuHN+X6INa4iECIwAHKYrqqpKQQsuiLUtUmjIx+qxOVK21EVC3rehWWokcUJ1zsmkENqmEhItlMfZ9yqYR3ZZlCTxOa+q2xVcisLZMQUqSoM7OcHyf//EDHxCGj21jKWFcbUB97+B6aIsV69o1Lj/+OEdnZzLnLwqqLMNpW/L1mnG/Lz74PKdNEqy6JjIjBMdxNmFQtTld2eaU9P4XXuBdFy8yMnNapUSl7zjOpmColGJZFCQgNlAjNlVm3NO5kHLgEDiqa06qiulqxXS1YpEkTNOUpKok+8PzGI9GYjdsW06WS0HSdzPqsqSsa5576SUO53OcMOTg9BStFDdu3KDX6/GVv/xLThcLsizjE5/4BHfu3sWybQ6Pjti9eBHf81hVFb/5+79P2bZkdc3uc8/x+Esv8Ym/9/e4+MQTOP0+n/3iF1Guy6VLl5gdHzMYDLh4+TJhr8fe7i6hEYNqM9t8e9R3naZMwpDAtIg78meH3E/qmqPZjDNgAYTmd+7v7FBZFqskYWUW/Pj6dX7gH/0jXvjZnyW8fh1MK1ZZFm/dusW6KPj2dMpwb490vWY6nTLZ2+PBbCanBM+Dfp9vv/mmFADm1NM0AkSq2paJUjwSBOwFAYc3b9LWNfvjMf0oOs/ZsCz8IKDVGi8M6fX7Gyu6tm3SsmRnd1fgeHUtBVsUMRgO8cOQYDDACwJqYz3HsqhKyRbxPI/WnNp93yfLMknotm2yLNu8Xuoa17IIHEfSWNuWRVmyhs19VTXNpsCJlFAtbUuSZuenp2R5zq2bNxn1eoyCgLHr0i6X+I7Dy3/917x5csLdkxN+63d+hzpJGAwGvPDiixw9eEBhCKjXr13jxeefZzqdCt9oNPq+Pe/fy6uoazITraErSaLtuhnK3K+OUsSGFJ3nuTB2zJqBEqKoUgL4s9uWMIpYrNcyaoGNbbU1eISm65CC2NGHQ7b29rCrij/73OdYn57SCwKxSRtxvW2JjTlvW4qq4nQ6leRtMzJem/HOa70eq+efJzIZZMpxNkA4zGk21RqdJLhNQ7tYUBmTQdk5c8xYpCpLsUADTV1jex6Z0e8MfZ90vaY4PYWqEu2E1ucJx44j9l/HkQDCSuInSnMo23RPokh4RZ0Y1gh7N5lEbXtOxjWi185W3tnJFcjXJInwUkw3B8fZFCDAOWOlqqSLsr9/7hTqdDd5TrtcUlcVZ3mOa0Zlj6Yp7XyOnef0HUFPuIMB3mRCWtdUdc3O1tbGZdMazQqtYPVrs/51v5Pv+xTmHtJKUPqdw6xoGvqeJ3Z1de4Mc22bwOha3CAQJk/T0Jif52vNRaM9Kc1BZtY0RJZoCSPLomfb2EEgHRrjjLS78bYjPJxNxILnoS2LWZqSrlb45gCnyhLluhtRuTIFWLVY0LMlu8xT4j5SnZ387AzmcwaXLhFblnS/DZ/rb+MkfGiLld/7N/+G3/6N32DS6+Epxfr0lGK9RlcVdZKwODriQhzzxN4ee1HEjuex1+ttLLEj2xarmBbktgM4VcXnfvu3eWE4ZGh0J57x57e2zWRnRx4I1yW3xCOvzSxYYWxhpsDAaFhWSvGtxYJsOGTZNCzLkllds2gaHiwWpJ7Hom05nM+JBgPifh/HWAZrM1oIjFj0b27cQIUh9+Zz1oA/HhOPx9y4eZMSsUiOd3b4rd/8TWYnJ2TLJaMw5PDoCNtxSF2Xz3796+dV9+kp3mAAu7u8Pp9z8/iYRx5/nGff8x7Cfh+7aThdLsm0uJXW0ymrPJcHEDYiTsuyaJsGr2nYiyK5sTl3RbRK0dg2oSvZPK5SrI2DKVCS6RHaNrosSdOUG1/5Cq9+7nPMjo+Jf/7neeZf/AvuPfEEudY8Opnwwnvfy3cOD1nlOa/eukVjhMj312t+90tf4iuvvkqeJARtS+Q4crpAWq5u2+K1LY8AP7K/zw/u7bGbJFwOAqyiIJ/PhSYcBPQHA3YvXCCMY7Z3d8UV5PtUQDQYMNjZwYljaschHA4Z7uzQ1jWXL17cRMTbrktR1xuysgVii1ZKCmzD7licnEBZUhpKaV0UMl5sGsZhiGvs0YGZceO6rNqWyLIYhqGMNrRQggeWxZ7jsK01feDUcGP+5LOfZX54iFsU+HlOmqbYvk9m24yuXmXatrRhyKqqWK5W5FmG63korbly+TLDMOQzf/AHOJbF+9773g1L5GG7lrMZVtuKeLooyPOcLM/lkKHPM1l6nkc0HHL38JDV2ZmMBR3hmXi2vXEMhZ6HpyU9eTGfY7WtOMeM0NwyAk0N0ulSitB1efKpp3jvk0+y3TR8+U/+hPndu2yHIZ5hIXmOhFx6lsWw3+fK9jbDKMK3LMZRRN+MsivL4rd2d7F//Mexej3swUD4UWWJFUX0jKDeHg5xtrag32e0t0dkWVhFwSrPOa0qVosFumnIkwQb6Pk+hSFse7YJVgRUmtKkKc1yKQWAUiK07boXu7uQJNhxDFocautK0P6N60KvJ5qXpkE7Dtli8d0gt65w6QqQtpWC2fNo0vR8DNWatOa7d2Vj7AqDohB3T5KIFbkT7bYtHBzIptzrnVunVyvK6ZRkvZbORxDglCWhUrxbKcZbWwTDIdHWFldffJHnfuInaIOA/nzOllJc29+Xrn3b4rYtdtMQdpvx2zqnGoSrYllse54I4gGUEnK5wW6Q56IXMvuK4zhUyrg2XRdba7I8lwgQz8PxPJK2ZVlVTPMcWyn8psHVmp7rYg+HkqJtWRRVJeMfQ7Vu6pqic0LFMU2ec3J2hmpbfM+jVorIskTsXZYMOlt4lqHqmjAIcPp95nUt76nrono9sY97nri51mte6vcJjXDcd138rph8B9dDW6w06zVO0xCaWaWtFL0oYr1eU+Y5ZZaRr9esZzOaNMXTgiBuKwn7utDvEwCW7wvdUWvcVkKi8pMThr6PDaTrtbQcbZvhYCAivLe90U3TbHge33WZE1alFDOtyR1HSLGOQ1aWzJOEZVFwMJsxTRIsQ1pcJAlpnlNVgjOuGoH9NE1DXUq0uBuGTOuaeZbxzTfe4LHHH6dsGpZpymq14ujggPV8zpOPPML87Axd12RJQol0NOYPHnDzz/+c4v59Fg8e4A0G3J/NqIoC2/N4/MknSY6PmR0d4VgWr7/5JidnZ1zY28Pv/P5IK7EbNyhE/b7V6xFb1iZ8q7scpXDqmoGx2L7r3e/m2mOP4bYCKqqXS0lpdhx2+n3Obtzg5X/37+DsjOEHPsBn3niDxx99lPT0lNFjj9Hb3SWIInYmE4osY39vj7SqaF1XCIlGu7Q6PZUWqTkN20AMPD+Z8Givx6OjEeMgEL2A57Fz4QK11oRBQGjaxIHn4XoetuPgmn+v2paw1yMejwWs1+uR1TVOGGIZp5Tn+3hhKJA2M0bIk4S6rimyjLoocLQWonFdk6EQZh4AACAASURBVC6XuKZN6to2ca+HUooiywSVj+gtOrFkLwyx2pYqy4TKCqSG/7ITx/SRLCHLslimKXldM18sWMxmzGYzWt9nXhRMs4xVVTG6eJHbx8dMq4qnnnmGz3/+8/TCkLquWSwWLJdLVNtyfHjIt775TfxOzPiQXTZsUtfzPJd4DKXIOyu2OYTkVYWHuA3X67V0GhAnR+D7eI7DZDikNxyijS7Nsm2my6UAJ412oTK6o8acsMuypNYap9djYrqe67Mz/upLX+Lozh16jiDT1+a1eUbrUteSwNw3PKJaKXqex2Q8JopjfnM0Qv3YjwkLyBHycZ2mkitV1xSrlYwUzMlY93r4OztEw6HAzbRmkWXyFtQ1iySREa9S1Eb4njUNSdc98jzqkxMxIHSC1fVaCoDRCBYLrH5fsmDMfWsniWx2nocKAilClKI17h6t1LndudPFNM1mHI9ti2A/DL8796dLl+4K6KI4dwb5vnztbLbp+mycRnXN+vXXpcOBdMqrRqjSbVVx3fexej157suSyPNkvF2WtHVN7DjsDIeyf5h1z1KiXdSmC48ZtWR1TWwLSbpWEnDp27aslwYNgdZUpgtlOY68T55HYu4lhew5nhmnqbfxZSqlKFvhqThKEQWBFJPG5aS0BCw6Zl0rkgRdFFIcDwZQVaTLpWBBbAlt1QZYqZSI+5XnyeuLY1rXRcfxRp/XgLy/ILqd9VrcVnnOs45DbjQtthL7/Tu9HtpixTUnmsBUrK3WTCYT9i9coD+Z8PTzz7PKMg5PT6WNZdtEvR7Bes2orrGLgvFwSOU4NK4rdL62pZnNiMOQ//Nf/2sGWsKhrDDEahpOzs7oD4fiCmoFv93ZjpVSNOYG7RIzK9PiOwSOjTizu6kby6JyHBZFwUmacjif852DAzLLYl3XaMsiimMqpcThoTXlek3gCMF1PJmwtb/PcGeHtGmYZhlXH38cNwi4+dZbPHrlCvlqRdjr4dg2Vx55RARaiObEnc9pDg4Y5Tl//vnP0x+P2dnZwfd9HhwcUGUZr3zta9hNg2tZbO3v8807dyi6drbWm02zbUUNb7UtW0HAfhhKO11JWjJKBGiR79P3PELf59JLL1EPhzT9PngecRyzNRqhzWm/F4aMT0746i/+Iv/sH/9jEsvi23fvsmoaXvrAB1hPpzhVRXJwQM+2ef973iNp2nm+IS/WpqOCuT+0EtvfxHEItWZs20x6PR5//HFGkwn7ly/Tm0zYnkxwbXtjs1QgbXlHYFxxGDIYDvF6PYZ7e1SOQwaUnke8s0Nl26yrCicI8IIAP4qojJvMApn7KoXTtqiikMVFa5y2xTKbUxhF+J53njSqjDXWEqx32DRERgznmIKxVkL8bKqK2Xy+cWNNq4qDLGNhS37Lo9euUfo+O7u79IZDPvKxj3HFpCwHvo8LDHo9xr0etJIQPF+t0LZYc2PPo24abt6///196L9HV+B5FKbN3Zgk4CTLoCikA9Iae3LbUjQNvX5fQlKLQgBwSgTOcRzjhSGhmf23tWG0VBWZYe1oLQRQR2txkBlxddu21I6D1R18ypLk7Iy/+drXePPb35YQzaZBIzqEZZ5T1rWMqwyWQSMHhlmSsF6t8K9e5fPPPsvLn/oUzc/8DMG1azRhSLVc4jQNFAXlei1rSdOI2FZryUgbjyWyYzgkyTKyqsIx61yqNdZ6zbyu2Q4ClsbKTVXhGJEpdb3pbDTGos94DKenDDtbMkiR0NmdXRfbjOQbU2iobmRjvn/HW7Edh8qsDbkZFW/GO0qdpz7D+YZpxKPtbCY/P0nORz+mcKxu3CCybdaG9Bv4PmPPI/A8bMti3LYsJhNOoggVRbSnp6SvvUZPa1rLQgUBbhAwCsON9sRS4qyhleT47uDW6nNHloNQjofmIFyZboquayxTaHYdbGV0LU3byudidFZ0GhQl+I2kroldCYF1HBM1YNtStBldpd0dMIoCpyiwwxC1tYXOc5LlEs9oaZy6JuruN8uSgs/stZ04WVniNG0KCZy1qkos9Os1Os9FfFtVsFxyycTHmKEj5+KB///XQ1usRGEoluSqkhOPZTE9O+Pw3j0Wsxnz+RzLFaz4IsuYpymzNKXX7xO0Le/a3SW2bZm7G6FtXdeyECjFrVu3GMWxtNMch97WFlmWoZUiK0suXrqEZ+Z72mhblJkTa3Nzdn82lsU8y7iwvc1kMCCwbYJGwEkVsMxzpus1Z8ulzB0R0WlpTgWrPGcxnzPs9Yh7PWZZxirPuXn7NqdnZ6yzjBp48949lnkuNufZjKKQdOeqKLh9+zaOI6nLdw4OoK5ZHB+zSlO+/Bd/weHhIXfv36eoKtbLJWdnZ0RhKBtYv8+6LKkti6p7+My4q+ufqLYltiw8rbkymeC0oljvWusechpRRcHO9jZhHBPu7jJ+9FHCyYTAtpkEAf0gIE0SgWU5Dkc3bnDn1VeZJgmMxwRRxK/90i8x0RorTXEti6euX+dD73+/AAKVKOcd895blrVxVXROjjCOpcVZljhGiT8yQYaB5xFFEZ7v43aLmtHKWErCylT3uTsOThhixzH+eIzT7xNNJrKABwGN61JoAb9ZhhbZNo1YQDkfn3WbkjKixappiPt9qqYRp5pZQOy2xWsaAmBHKXZsm4Fl0XsbdVSZk2V/MCAajdBRRGpZ3FutOClLop0dvv3WW7Lg+D4H0ymPPvEE/dEIrTWrPOf6/j63Xn+dyPMYDwak6zXj0Yjbd+4w3N7G9n1OT09ZLBbfj0f9e37ppiHu9Qh9XzaBqqLKc6pWODclcnrt7Ki6belPJqxWK5JC8oQw4tXabPjYNi5CEe4w/sl6jWVcLBVgVZWk8BoBp6UUqtdj3O/TOgKrPDs+5mtf/CLHBwf0g4DG6Bk69IJGumeNEjL3dL2GpmF3a4uw38ff2aHe2+OvPvxhjn7qp4TabNgqRZ5TL5csplOWJrUdrfF9H9dxWC4WuI7D9v4+viXMD8/oImZVxchxWBs9S1LXNMZBg+tKmrLvywbtOJSHh6Jp2dqiLkuiOKZZr2UDfVvnpFUKLwhYZBltp2HpChU474yYsTiuKzyjzt5sRhLfhexfrc4LnSyjrqrz79O25zyXPAelWGUZJRD6vqAO0hTH93GVIgAC2ya1LG7kOV+6f59X33qLuiwZWhYMh6iq4vrlyyizD2mDGyjNAcNSkgWkXZcUCTqsTRfFcRwqbUB8liUurc4VZTrWlm0TWdYGQudYFk4YbrKR6rpmpTW21sy0Fs1gpw9q2/N12giTmzyXAE8TXqizjHK5JDSjfMd0bhwTrVBpfV742ALX1HkOlXCJlGXhtS0qzyV7zAj+SzMNwLbpBwF5XVM2DUXTUPwtntuHtljZGg4ZxrFAbXyfgYk/T01r6/6tW/i2TS8IZOaZppwdHdHf2UHZNjND7/zpT36S/+nnfx7LjIqUUlze2eHHf/InCXo9GSctl0znc/b29kiSBN22rJJENkJTsXaFSVe0dFc3513mOZ5tMwoCBq5LzxIgXWPbVIgAtQDytiXXmmmW8WC5JGkasrbFcl3GwyGj0YjJZILlOEy2tgjimEeuXcPyPHqjEWdpSrS1hRdFlE2zeZ98xxE6J3BzPifXmqKqmKYpr7z2GqPhEO37HB8esj0ec+/WLX71V3+VGohGI6ZZRto05/ht9d21saWEURFozbZBNTcYO7d5bwZGoPW+D34QO4ooBgPWgwHa4Nt3wpDd8Zi2bVmv1zhhyKoseXB0RJrnHM1mrLOMrckE27ZZGRbGRz70ITzPI80y0RTAppXftOdOLa01VV1zuljIImE+w84B1B8O8RyHsihk3Oa6+GYcFBi9guM4+FEkox+Tv6F9X1T0QUCpFMF4TLi1hR1FWL6PNq1lzOkcJKm1y3yiaSQx1bY3mPW8KAjiGN8AD21zSouAIbATBIybhl1b0qMvuC47wK7nEStFvl6TrFaUeU7RtlJsmnHY5UuX6PX7PP7UUzz97LP83mc+w70HDwC4NBzSd10ubW0RuS5tXfOBD3wAADcIuHDpEjtXrrAwERcP41W5rmDnzWbge54wNHxfOiSrFVWa0iQJVttSVxU912WVpjSrFcs0lWepFk5SaYpN2wDmugwqrYSGXRqXRPfzGtMNqBDqNWZ8UKzXHN+7x83XXuPzf/RHzA4O2DbrV6M1SZ5zliTUWrNKU1IDaRzGMb0wxO1O9eaQ8Nq73kX91FPibgRq15XRkdY46zWn87nke5nXNjevq64kIdwJQxqtsetaQIV1LbZ7x2GRplidlbYTZ65WVEkiBZ7ropZLVBDg7O7S5LkU0h3p1jwPndmhFwTSMakqcBzZDF134+Bp8lwotqajje+fE2lNJxXXlTFUp6MxIyXX86SgaST/CK1hsaB+/XVhdHkeTV2TVBWjfp/GCHk9S9w0j5iiprRtCtflfhhyGsei5zIE3mgw2IhWbSWsI9cckBotTr1YazxTVOi6ZmDbNOZ72HEsBZ8tQDbbdGEoSzEyRBHrthUInOsKYdxcpSnuzloR9kaeJ+9B110xYz9l27RVRb5e47atfI+6Jp1OZe9rGgmzNAcrtAi0HdtGr9e0yyVtnuMbgq1W6pxlY+6t1rY3n5FVVdTLJfP791FFgdU0ZHVN0baSe/QOr4dztUFO6VvDIXWek65WVK7EkE+GQ1TTSMpu2+KFIcMgYGcyoWxb/vIb3yDSmjgM8ZXi07/+62y5Ln/3Qx/iazdu8GC95vRb36KaTol2d8lmM7lh6po8z9ne3haU+2pFk2XiCkFwxxvvuNbiGjBdFsdxmLUtleMQliU7QSDq7ralsSzyqtrMscumEZsvAn6qk4QtzyNwHI6Pj5lpobYerdfcPTxkP4r4i698hf5kwq0HD7iwu8t37t3jA889x87eHt+6fZuo15ObXCky2+arBwd8ZHub1b17fKdpuAdsBQGR71OlKcd37vCunR2Grss37t7lPe9/P9M7d4RSaMY/XcXelQJKaxlRaM2W6zL2PJKyFKuhWVQCx2FrNOLv/sN/KEm+zz8vD+6rrzKtKhZ37rBeLol2dsjmc6ZVxetlybwo2AoCjkxQ2ddv3cIBXODRvT3+h099iulsxu7ODsemg1Q3Jh3XnCo2XS6lKLRwJLrfoTcaUQHj3V0W8zmsVgRxTBhFAu7rulxlKcwWw9VBCVWzbcReGoxGEARYW1vEwyGr42MqDKvHnOjyLKPOso0rSRvBZWEcE67vU7suYa/HIs/pj8cslkuaupacEbOIWm1LFATYWYbftviOgMqspqFvCcm2bkVMPPY8jrXm+uOP8+4nniDIc44ePODlr36VGviZT36SL3/tayjb5l3Xr7M4PKRcLJgMh5RNw82bN8myjKefe44CeO3ggNMs47GrV78/D/v3+NqdTORZqyoRfJuRBG2LU9dUnodv7vOOuFnlOeN+n9PFglG/T6bEemubdnhr2vNd+J7VNPSiiHy9xkYE2QqoylKyx9oWRynOsoyT27c5nc04PD6WZwbYvn+fu7MZ/+WP/igfeO97uTebkdY1gSmalFLsDIfYlkVsdAuqFWzCMk1Ji4JsNuObP/3TfPBXfoXAfKZ5mqKCgCrPcfOcVZZhWxa94ZD9KGKepkSex/Z4zGqxoDXdgbhtNxljKEUvDEnynP729gavr40WoioKUuAgTblUVbi7u6jtbaqTEwmINKJyOwiE0GsOFRkQwsYFZ2cZyoQVeo4j33c+ZzgYwPGxbJJxLD+/44N0BYvWEraYZVj9vujDHEf+W9NQ3rqFMx5DmjJdrRj2+8zzHEtrfINfyOsaPwj4WJJwKwzRiAaxRazl+66LnkxQbUs5m0mGjlJkVbVx8XiWoUs7DmlZCq1WC/W6F8dkaUr8dst291maXDpdVRR5TmTcPJHnSaHWCZEti1VZEivFM65LfziU98DzzsdklWQ1tUmCVRTEQQCjEfXJCbbvE3fFXaf/0RptujDaFIvd0bRqRURMVaGQaYT2fexKOERYFsvVCsd1Seoav98nasV92mK6mEBpvfM+yUPbWZmdnHBycEBblhLWVRQ0pvLM21aEj70eq6JgmaZkZcliseCJ/X16vk8UxxweHvKR972PMk355quvYtkSyd6zbT7/e7/H//qLv8ggimT2bza22WzG0vj7fSMuspGW/gZg9J98EHVVsQZyU3XWTYPvuozjmKHJmHGUIJc7dXiDVMxpVVFqTVeHqqri6qVLFHnOx3/wB/GiSIRcTcPO9jaHR0dSQCjFkUnnzYqCFvA8j6JtWTQNyySht7fH/bZF+T7ZYoHWmsuPPsrZ2Rl/+h//I0mScPnSJb5x4wbDrS1JmDUFmNbiolLmBlfIGEOZNvGW4UVgtCuV1lR5zsc+/nE5Obkmpn0yQV2+TPzooxT9vnR8mgav32e0uwtFQZskOFpvuh1PX7+O3YrA9L/+yZ9k+4knKJCso85+CmyKRbTGMqcbbUY5t6dTgl4PJ47xBgOi8Rhra0tsdtvbwlUZj7F8H+W6hFFEL45xXElHDoJAwjLN67JMmzZtGrFOj0bQnQS16JSS6RSr6640gnfv7o8uzbcsS9EE2RJHnyQJriX5Rj37HCy2LgqOkuS8M2cWA8woozLjDGXGSnUlVMs/+8IXuP7YY/yDn/s5nn/mGXYHA+5+5zt89UtfInAc0jTliWvXmJ6dcTKdssoyJpMJo+GQk5MTPv+FL3Dn+JiybRmPx9/7B/v7cHVMCl1LfpMbBFima+YY23BlC7TRdhxi1xVbsSl8F1nG3IShdmO9bpRnu+7mvrCQEXCR5wRK0ptdW3hBXT6XozXfuH2b2/fuMV8sqIoC1/PYungRpTVf+vrX+eJXv4pn20SuyzAMift9trrNDAEBusDaWOKXZUmepkQ7O6SXLjH9oR8S908YEgQBSVniBAFhR2htGqZnZyyyjFEU4boudV0TBQHjXo+yqlhWFZXWRMowOKpKdBcG8KW7w4HpeljAtuuSVBXZ0RFWnqNHIxHwNhL4qI1I1XacjZ5Dm/GabboA2gh+cRy0ZTEA2Yw7mJtZlzk9PXcHgXRS6hpVFHB0JPqbyUT0SAcHgqJIU5LFQkSznkc/imh9H+04gjtoW1RdM8lzhmUpkRpNg1NVjJZLtno9of9qzeG9ezLiU0rym0zXXTcNgdnsHdNlrixx8LWuSwDnmhvH2aRNd39XaYHK1UVBgKTPd9ogXRQiii0KQq3ph6G8N937YnRYna5FdZ0lMx5zokjW767I6wogz9u8jsZ0CjvYoR/HZE1D0+tROg61LfErWBalljysvu9LYea6rPOcWZ4zuXxZ/j8jD3jnSLiHuLPS1jX3795lOB5juy6j0UistJXkUFSmwu0PhwBMp1NJxVwusaoKp5FEy7feeEPCwjwP1bYMjaj1G5/9LP7duzwaBNyMY9Z5ztnR0eYD7bQtRZLg+77Mrc1N1F0as4nbNkXTcHuxoBeGBFqLMyaORQNS1wTm9SaNMBSaRtDMTduyLgpU01DmOcOdHf7yrbfIy5KXX3mFcrHg/c8+y8tvvMGsLNHA008/zcnJCZPdXQ6mU6Jej9i2OTs9lY26rmmuX8fe3+fotddYHh7iKEWuFMs8x5rNeNcLL3B4dsbRdEo5m3F6diaCMtPCtZTaBLd1riDLFs6BXddMggB/vaY0LdHAKN9feuklETXaNklRECQJTtsSXLnC0ASrHc9mJHWNLkvcoqCHZGB4/T5JknDy5pviBHNdfuqTn4Q8pypLYZOYe+M/vd7uTaqBM0MSJo4JtrZgMICdHUnbDgKW87mcsEcjyYJyHOrVSn5fW5DXlhnbNFpjuS5Rr8dyPufw5IT9K1dEWJvnm9lt7PukeS5MBvPwd+wNy5JspNaRwLlKKYIgYN40jMdj8qoSqF3TbFrNWikRYwPxaMRqscC1bQEf2jZJbUCIpngbxTFtv89ff/nLfOHznydsGrIk4ZuvvEINXLp+ndXREd++f5/rTzzBNEmYL5ccHR+Li6Sq2N3eZn18zKDXE2bDQ3gpJaJkP47FTmzu306nYoFkNSm1aVe7lkUMjAcD8rKkyHNmbSvuIN+XjUCLdbypJFW7bRoi398kz7pxLOGVxgbsICf0bLUSS66SzK3hYEB/PEYrRb5c8levvMKVixe5uL+PZdtc8H3eOjwUPZRtsyoK1ibNFqUoypJLRiRety1v/cAPMHr9dVwz/oyKgiRNKYHh9jbzk5NN6vPZcskwDOW9yXMcz6NflmRVJYcuI5RP25YCCEy3petcWr6PAvq2zTJN8YEAcZXYhkGUZRlhHIv13RIyt23beECVpnjD4UbM3Y15tBaSuBuGQtHttC1aXHbE8TlK31ioVae1mM9l3S5L1OGhwDUdRw5ATYMVhoSjEc5yKYeZpqEoChwlQlnHdXl2veYv4xjdNDhKcb2qUEmCdhx0klAUhUS4aHEcupZFY7rkrilEgrZl2bbsKYWOIto8l+LDaHI24zHzuzVlSd1KInJjilg8E1pZlhtRt6cUURyfd1Q8T6zc7dus4FWF2to6FyR3+iDTydGthNRq5EDcFTiOUuiukFIKfJ/YaKcqx2HQFUJmfKWUQOQS05G2LQsVhqTLpej9kAOj0x0o38H10HZWAteVRTzPWa1WnJydcWLydjpk+YWtLZlJKsXuYMCFfp++OSGXWcal8ZgsSTg6OuL43j2s1YqBUkwGA5zZjPLVV3lxOKTuqvtWknF3dnepy5L1cokyXZ3uYcWc5N9+accRrcjBwYar4rkugWVBXdNzXUZRROR5xL4vOSCupF9atk1Z12RlSb/fp8gyrl25Qt+02Z58+mnJAFKKyADvXrlxAycIWK1WpGkqSvGiwDNukjPg39++zadXK15dLgn7fSql2H3kEZTjMLlwgdffeIPDoyPuHx9Lro6xpnW/Z2sKKq2FUAvICd4IcPeMddY2gk+rlbTRyxcvCo8AGeNY5mRFv4+7vU1vMMB3DBjLdQn6/Q1CfpUktHVNW1XEjsNHP/pRnnnxRWhbFvM5yyTZ5DN9V8ieeTC6jksNLIFV01BYFqnpZOheDz0YoHs9wskEfzTCGw6JJhPcOCYejQgHA9wgwItjXGMR9X1fqJKuy2gyoVaKPE03dFvPlhj4tqo2wW40EkPQ3SueOdW7tr1xLSlLIgUCY5fs+77Y7c0mOer36ff7bO3skCSJLJRNgwv4iG1Zm7+LlOLozTfpty2r27fpm/fj2Wee4fLFi0x8Hw8JA7166RJlWTJfr0myjDt377JaLIh9n2GvxyiOiR2Har3+XjzK3/dLKSVOHt8XPYDpjilHkmw7d0pVS96MYxb7XIuY1nMcJoMBPjA/PWW9XNKambxCUrmVOWgoU+guOueRGZmUZbkh1YZxTLS7y86VK1y6do3LV6/iuS6xbRMB68WC3/ujP+LNmzfpOQ7LqqK2LNI8Z7VeczibSYFk23hGb2R5HnYgaeOlUtz52MfwwxDP3B9jo3FpjSOkMUVu6DikRUGd5zLaNnoMbdsCWrQENuaZg+F6tZJRgRn5UtfMTbquZwSZSVmSlyVuWVJ7Hq3vsyoKyaGxLNmMqwrPdVmW5WbT1GZ90VrYKZ7jSIEcRbLBm8MRbSuFSlWJVbZ79js7sxK6Kg8e0K7Xwv4oCsgywuGQaHsbVRS4/b6IRU3RqCzJurGqiqttS5RlWHVNuFrxolKwv096csLNN96Q59QYNRwlSHwbE5r5thG0W9e4vZ6YQqpqs3ZuSLymO6+VosxzGd9bYg1WXTcpyySs0nWZNg27QbBx66C1jLpMkbfRrXTjsrY9jxnoMBSWJUnxpjOu41jE/uZrFcj/G0Wb97zrMmnTmceMQbUpouy6RpWlZL0Z95cDYO5Ruxs5vYProe2snKQpvusSxjG5Iby2VcXKWI/jMOT+dMpoMKBIUzzHYb1YYNs24zgmtwRvvDMeU+/u8szVq6RnZ3znwQPuVJXYlk9Peff+Pr/fCrm2UUqEuiYHxHIlnMs1rfjAtiVDBFmEuhOBY5TpN+qa4WrFZZNB45s27iiOsY04dVVVLJHqdiMOtSzKpiFJEvavXuX5j36UP/jmN8FxuHN2RqkUg91dlmlKsl4z6fe5d3Iip6gwZGt7mzv37tHaEjx4APz71Yp/8iM/wrOPP87//eu/Tk8pvvjyy1wdDrHDkNJxKFyXvG1pHIcky0R3oc4dQFU3p4TNCbU04rD9KGIvipgZBkgF6DCE3V1Oj4/pBwFeGKKGQ6hr2qbBmUxgd5eLnkeZZdw/PcVNU7bGY8KqYqQ1Z+s1Q+CS7/PLv/zLYNuUScJ6OiU3LU+nqqiUsZAjs/yOJGmZkdp94KvLJZ+8cgXSVKzrUYTf6+H6vmCjPY+gkRwZXRTUyyX5ei3FgmVtFO11KwFgaC1WQM+DXk9OgJWQPpu25cG9e1iDAXUjADff6Ga0ERl2TitbKWzHQYUh25cusTg+Ji8KlNYMo4ilmXMnqxUL87u5ts1OFEkWi9FEDFyXt8qShVJ4WuMVBcrz6I3HXLhwgf5gwDdefZX7x8dsOQ5PTiZ8+/iY28slO08/TXX3LtuDAXYcc//oiOXhIUdJQui6/MIv/AJ/+sd//P152L/HV+z7RGFIlmWiMVACx2oqYRvpRjJTPEtYFx2hVDkSiFo3DXlVSSHqujIWyXOKoqAfRZtRkGOZXBbHoQTqLCMMw004Z5PnqLrmXdevSzK7KZAOT09J794VFLstIZqe4/Ct117j6aef5id+5EcY7+7ixjFFXTNxHBRicR4aPVWDiN67LsKdRx4h/MhHuPi5z20Q975xjThaox2HVVnSlqV0YedztkcjtNFZbA2HLNKU1hQrTVUR2JL/kxhX3rA1sSVmvaqbhjgIxKINFGmKG4Y0Roiamw0Sy8KLoo2wtcpz0QEpCVlUZUntuhsWjLVYnEPhXPdcXGvbkKY24gAAIABJREFUcgAwdlnVjUFGIxgM0A8eoPb2YD6nMr+z47qyyW9toXyf5OWXWSwWKMcRem9VMRqN+Ni1a/wXo5EUAvM5+uiI05df5oER317wfXIgUIJraLUmVEoOEI5DD+kqBHFMa1lkZ2eiNTIC2E2h4jhQFBRZhm4a0U5V1XlxoQQDUbQtxXTKtu+LMNcA+OgcV11xAlLIdd/b8861MabroqtKRkjm0KYMb0hXlZC/x2N5H013qk4ScUHWJu/MFDVN26KCACvPCXyfqiyxmoYru7sUSrHtOKxdl8oyYMt3eD20nZU8z1mv16zXa7Isw/d9wiAgCgLptiQJyrK4d3DAOstIypKg3xfinpKwuseuXiUOAlRV8eDOHcos49reHle2tuhZFn6e4x4c8MGLFzenL9/MHRut5UTRSmaDKkt0VfH8c8/hvS3RsmslKqWYAWdaU/k+8yThYDqVVpvjMAgCxoMBfaNNGPm+IIotCQv0PY8kz0nSlF/5t/+WsqokCNDzaJqGO3fvcunSJXEzXb5MVpZE/T5lWXLv/n0RCZrWXwVkVcX/8k//Kf/Xpz/N0rLYf+IJLGC1XrNYr7l5+zaHJydYnseD+Zztvb2N77+7Nt0kczVaWCaWed0D15WHzbTWR9vb2Lu79Pf3hZYIm1avFceo0UgCHhtBUvcHAwZRxGq5pK5rsuWSF65dIwY+9MEPcmF/H0wb/fTgQDYSzkc+uvvHFFjt2/6pLIvXViv07i7ezg61bdOaNqo1GtH2enKS6PVw+n3c4RB3NBIKrevKYuY4Yl9XkuFhOUI3zZsGJwiITUItpkNSZ5kkcDfN5tQI5zZZx5XcjtrMdgGKokBZFsPxmN2tLVyt2Y4iqjTFReimtinCfNtmFEUMwlCC+ZoG5ThUnoenFJNej8aWIMnRcMjfvPEG9w4OmIzHjPt9jo+PKbTmzDjqfENOjqIINwxZNA2LsmRvb4///V/+S5YPqXW5ahrWWUZWFDRa4yOfgdVZXAHf6JJiw9xwDMl606VrWxyzQFemOzjo9SibhvVySWWSeSdK8YjWfMyy+GhV8WzTEFeVdDEsC6uuOTw74/D4mMXxMYuTE+ZHR6SrlYh7a0Hd66bBqypmd+/yxa98hYO7d+l5HrHrirvCjCdKLWJuC8jrmnVRbMSirz77LMqVwFLHCMPRGuX7tMDIaHNWdY1n2ywWC6o0Ffqt5zEeDrE9TzqARteC1nhKUWvNNM/JylIIvqagL8uSwBR1nWvFU8KNaoxg31VKCMxIx7wpJaQTLUj5DoymtZZ1wrbPuwTaMF7mc/nTIPL12/Ub0ylMp6itLerpFMs4ebzhEPviRSGv+r7EECQJjuMIl2t3l3f/0A9xZX+fIE1R9+6hHjxAFQWL42OOi0I6BqawohEHkNYaF1n7fdMht7UW+FuvJ6G7vn+urev+fJsGx7VtWq1lTQjD81GR41AnCXWeMwhDESCbgo+63hRmG6BeJzzuuiidptISa7NuGpFHdH9nfgZG/M94LH9vRL3aSCg2QD5jae5S55U+jxzY6feJjHZx0uvxVK9HZHR3/t/CSfjQFiu94XDTkkzTVG5ss8BHUYSlNev1msnWFqs0ZZGmLMxD2ypRdN+6dYu3Xn8dVyne/573QNPQrFZcdhyeGo3YjSL2HIcPj8dcArF2NcI8sBxnM9rQTYOPzCn/yac+JeONbhxkbgLVtiTAzfWaRduStS2LPOdsNiNZr8mKgrPTU3qex/7WFttBwN5gwDgMpUJHNrH/5sd+jFEYigbE97n34AHPvfACGrhn8oC+/frrKNtmOp+T5jmZ0Ra43YJrFOoYMXKws8PrJqzw+vXrlGUpfIeqIh6PCcOQW/fvywP5/3G1nGtXWsui7zhcCAL6RjOhgP5oBErhhyGO70txYdTmhCEYhH0cRZKnYlmM+n08x+HixYvsDIc0Z2fsj8f88I/+qJwK6hqnLDm8fZvWLJobxUq3sWi9yXTZXJbFrbrmD7/2NXKtWa5WoiUBGUlNJtDvS6JxGErRMhjgxLG0xI2tuaPaKsfBCQK0bZNXQh7WsAE8ua5kSNmdiNCcEjfBbOb9sx2HsGMIaU0Qx8JUsCT5NjYP//54jNOK28dDTnTbgwHjfp+twYBRHBM6jvBX6poeML1/nx/8wR/kIx/7GJ/5zGdobJtllrFYrcB1eXBywqooiMdjzo6OGE4m3Ds44OjoiEeffJL7qxU1kKUpP/Txj/9nQvKH5SrznGS9Js9z0ixjWRRyzyvh6TiuSxSG+K67yU+xbQki1JUEo3quK1Zh07Kvm0bcI7ZNz1hCH69r/vnVq/zPzzzDf//BD/IPPv5xfu7v/B3+2Q//MP/t3h6PFgX5eo2fZfSbRkjO5vtvNmEzTujWk4HrUszn/O4f/iHf+sY3sLOMvnktjm1TGJZF00pKb9002EBhWdg7O6y2tsD3qSwLK4rQritdgDAkN+OGfhjSWpLYPlutBAeR51htyzAI6IchtRb3nw2bkW7jOEyrilmeM/Y80qYRgJnWErCnxFZtty2+ZUlSuDn4KSV8pFqL7dqxbdHImbXKRsbpGK4LcN5dsawNc0XVtRQEp6diqe50K0oyiJzxWPSAYSiaFteF4RAGAxa3bmEBO88+y6Mf/jB7u7tY9++jFgvpNlSV8HDu3uWsKM7FtOYwZNkSDRBYAm70jdajBnAcnDjGdhxyQ4XtXJIbuJvRhei2FXBkEMi4pNOdmBiB1nQuVKdT6TorvZ58XWcPf3uBUtfnSdTd+5HnG+v+d2lmusNUXW8yo3Bd6Val6bk2ZjKRoqYsyU0cQtK2EnzpupIm3gpywWoanjNFoNUVV+/wemjHQHXTSIvWEuX46ekpjtb0gwDfnHi29veJej3SJCGMIu49eEB44QJJ225OFtceeYTDBw+YnZwQKMUgCJilKcMgYHjpEqs0pUpT3jceczSb0di2nEjMIuD4vrTGWknB/Oe/9Es8fe0ar964QWo2T8dxcMqS0rY5KEvOfJ+REZStjDCuVYqw3xfbbS2BeLYSENJRXVO2LbuDAZ/99KfZGQxo53Npx2pNYRbJMssE/x1FtFpTFAVxHHNwfCyz+KLAM6App6ro2TZe0wgArmsh2zbrPOfqtWu0h4e8fvs2bhzTZJls+F1r8W1XB1urm4amrlGOZJrsBgFhd+q3LHZHI1itUFmGVRTSjWoa2jAkKwrCMET1+8IcWK+pyxLf80jTlCxNuby7S37/PnYQ8LFPfGLzEKYnJ3ztq1+VQsO2hTJqFj0bNmnFnbirC+KaAd85PkY///xmlq+6ea6xkystUDDXEhCT3+thm/daFwUuEuNumQVFWRa5IaLWhhnR5DllnhNUFa0ZKZVluUlwbhpJlLW7Bdq2JQW4LEVXMRqxMM6h3cmEoq5ZJwm+WfyV6+LYNr5lUWQZvuuSG7vjjmWRZRk9oG9ZfOY//Ae2trfZ3tvjWzdukGuNU5Y8mM2ELPzII7SWxb233qL2PLK2Jahrbt2/z0pr/qsPfhAWCw7u3//PIhUelqsw+ooaGZXotiUymqzAaN4sz9t89kqLywElQZFdCrYyC3xr7v1aS2SHpzU/Hob89LPPwq1bqMND2N4W4We/jz0c8uJwyIuXL/P6t77F/2as+8uikAwoI2pU5pBjVRVFWTJ0Xa6MRtybz0lXKz77J3/CX128yHPvehfPPfWUaG6MQLPLL3LNaDpsGlrP4/W///d596/9Gu7hIXVR4BodSNs0okOqJVjVtm2yNJUkcTPujZTCVQrbdYl8nyTPyVsBMFpmTdW2ZGLN81wgYKbQa83rShuhtnZuKMz931n8tRkldQC4tixxPI82ywRlb9sU6zU+5lnuNlTblhGI72Ot11hRJLwbU5ToJIEool2vpQAwGITO4tvcvImtNaP3v1+iCE5OhMLa78ua53no5ZJ2NqNuhYXlG42TpQRz36XLO0oRep5AOGsBxam2Rff7lPM5IZCXJWHHQunGM7ZExxTrNU4UySElTeW/d12/spSYi+HwXGwL8nVleZ6r5JhYgY5H03UFO61IV5h0P7tpxHllvqZer0X8+7bRFHn+3a+1riXQ0nEIe71NF3DkSh6aZZxBSkn+2w9fuMDv3rlDZgrkd3o9nEcjpEjoD4dYSjGeTNjZ2SE22g/qmtCySBcLzo6OCHyfvCgIez1efestbh0dcfvsjKRtOTo+Zjad8vq3vy2kUGC5XNI6Dtcfewy3LNmuKj74yCPsW5YIRi1LThVmY+qAO1prmiThqStXuDIayanWVNsW/y95bxorbXrWd/7u+1nrqf3sy7v16n67cbvbdreNMzaLsQEHUEaQDzAEEBEomTCSNZnJKIqScZQhUkZARmQh0iQZCaFBgpBRWMSAsAw2mxegvfXe73r2pfaqZ3/u+XDdT9Xbw5exRZNp5ZGOzlanqk7VvVz3//ovMhlzrTlNU5z1dXGEBTKlOLq8ZJKmnI3HpFUlxmOOw1oU0fM8Iq2ld7lY8Pj16xggS1P6/T55lvHIjRu0ggBXa46Pj7k4P2cxnzOZTOg0m0toU9sTfltrOsYQ5TlVHNPqdBjEMQdnZ7T7ff7gc5/j1Xv38Ky+3/G8Pyc3W7r2gtjb52KTXS9eLc+TwEilaDoO260W+d27cHyMHgxws0ycPMtSzNh8H65dw7lxg41HH2V/fx/Xtlt0WXJ8/z5OnvOOp56i/fDD0tKZTilnM05OTsgt9Oz7PtpCrw3Eu8GzJ0GMJJkahGj7xVu3UGtrRDs7EsDVbApK5Lq4vo8bhmLsZie59jyM6+I3GoIQeWIZjuNgXHcZRhYvFpiyXMbC19kpRRxTJoks4PbE6NlThud5ktPhustWU1aWVEqxvrkJwCyO8RsNXN+nGUX0o4hHr1xhe30d35VkcO26ElCYZZRxzAbQcBz6lojbbDSYGSOeCUrxruee4+n3vY+g02E8HvPVL3+Zq3t7kn/UbHLzne/k4OiIwHF45UtfIixL7r38Mr4toN5uV6VWoXBhENCKIvwwpOH7eI2GtEp8X7gnjmSk+NrmAQUBniNKFc8R2aZWouxpliUfBH7u2Wf5b65cQY1GKJudw927Iq+9vITLS9TpKeqNN3h8f5+f/omf4IOtlkRF5Dm6KNBZJkZyWbbMQbu6vo4JAokQKQpm4zH3bt/mU5/5DL/8a7/G0Z07bAcBe62W2L8rcU6tlMINAhylGG1vc/Dud6N9H+O6VPb/qAnFyqLVVJWEuNqiKc9zFvYAoY2hGwT0o0jEAFb6u8hzXOu/kWi9RFsx4iBduwHPrAw6tO3hWZoS22LQsXMhre3ntaZIJOTQcRyKNJXWsd2YTd3qsKRbM50u7fU1iGmb48DWFpXjyFw1ZoVEZBnm+JhiNqN944YgB6MRKo5R/f5KUTMYoHJJ0B7NZgRai6oLsQdw7SHI9zwajiNoqRE5tgsQBBRpil+WBDUR1qzceWu0qFgsyOu/iWMxmyys46/lx7C/D9vbgmwoJTECafomgi7WHgFYqnjepA6qb1/7scSxuNlqLQ61RbEi1oIUS2GICQIRIhizRLaUMeC6Mm7twbnp+6JabLWIraPwTqslpoOlKF6/1utti6wopRhNJrhKiY9IUdBptTBpStv24uajEXmScD4e44QhQbPJxvY2RSVy4NnFBVevXMFrt5nZhXuuNevdLlmS8Nu/93tE/T6u1rwrivgbTzzBL774IseuKymTiAmXo7UEViGkU19rPvyhD3H6G7+xjPLOLQRXOQ6vZhnrccxTNqchsYS0ZDikGUWM0pTGfM5Ov0+32WTnHe/glfv3GaYpuVUXRLZYun79Ogd37vCuJ55gdHpKt9lkOBjw0N4eb9y+zTueeIKXXn0VL4po9/ucWgQqL0teePll/vu/9/f45V/9VYajER/50Ie4fPllXnnjDQqg3+1ybj1aSvjzKicL39bNlRDwrCohVYp2q8V6o8FwNiMoCj74zDPM7t8n0pogiiQIy/NQWYbX6eD1elRRhF5bg6MjmqenrN29S/PWLVqOw0NPPEEzTfnRH/sxAKrxmOL+fb7y2c9yPhpRKUUexwLn275x03F4+MoVbp2dcRHHOI5DXkr4ZMd1mWmNf/Mm5XTKvN0m6PUkqKwoKNJ02cJSjoMKAjwrFXZKcZwtqgo3y6QosSe/qii4vLiQNG/XFYMr36fKc4rFQrI+7MJdw/2VkayRxPITHK3xoggvigQpWixodjpo16XQmqjToUoSnCDgoevXKZTi8OyMyMLqlda0u12qMGQ4GmGAYRzz8MMP0wxDXn/xRRTw7qef5qUvf5kbe3u4xnB8cMB+p8PF0RE3Hn+c06Lgc3/4hzR8n33fp19INHyV51zb338LZ/hbd633++IYbLkSJVa6CYRhSGpEDquM+OMUWuOXJd+ws8OzSnFtY4O7R0e8PhgQttuo+ZzH19d57rnn0EWBevVVuHt35T1ycrLaVGrHz24Xej3UYkEjz/lvv/d7+dF+n5/8qZ/iU6enwv2wm0/lODzy8MO845ln+PTnPieBho5DmaaCZOY5h3HMfzw6wm+1aPd67K6vs7G+zu72Nu0oQpdiXJgvFvzZs88S3rnDzr17MBxSai1mhlbqjhFTSpQSXo5FDitjmMUxerEgarVkHXJsSKhFpxZxjG/bs4HrMsgyxrlNbXZWnhxJUdBw3aVqpspzCtuGbdn2au1do+3vdVnilCXToqCVS3qwX5ayEQ+HIiMGCYXN85XqpSxRoxFOFMFkIm0Qq5ipBgPU/j7BcCi8F/takOdweioFjXVoNVnGeDoltUixY8dLzVUpypJ2GC4LLsqSMAyFcB9FeGkqz7UoCINg5bRbIyfWJ6dV+5/AqkCxBRfdrhQQg4F8Lgr5WRTJ/+R5q6KkJiD7/qp4qdGXspTfxfEKjTEGlSTyHnW78rMbN2CxwMznZJOJqKRGI6ogINWatCxpLBZLLmfHdUWm3+thlKLKMhpWHh1oTR84LwrS/5LaQLP5HEcJOTWxoWFrzSZBq0VgzDIwbjCZEPg+cSlufsl8zpVr14iLgvFkwtHpqbRhylIsjScTrmnNOx95hOFrr5EZw/FsRst18S8ueNRxOLN9U1MUaKVIsd4Nrss8TelubvLMO9/JF15/nS++8gop4tinbE92Atyfz9nzfboWJnQQc6fCnsozx6HheUzKks7uLjs7OzTLkoPjY0F0qgrH85jP5/R6Pb78wguUec7rd+5w4+pVzo+O2Oz1GJydLav787MzIf+mKQq4nEzY3NlB2w18Mhpx5+SEmw8/jLm44P54LMSzSsIK/9+EWngzyVYrRdNCt3kQ4Pg+geMIuqEUuxsb6MlENmZjgxDzXJCbLFvCkKbVQu3t4YQhW45D+IUv0DBChNTG8OTNm6KimUzwk4Q3Xn6Z0i6Ybv2cLGR/bXcXqoq5LVSyshQJtzEEacp7n3+estHAK0ucTkeC5Sw8qizEXyeomjzHbzRk4UxTKtfFDwJ0ksiCaB+75qDUpm+1305ZFGRpupR9Y/lOyhgce6pxHEcyOwpJ61VKoYtCXI7TlP7aGngeo/NzMf7yfcY2oM04Do1Wi2SxEINBRxwou1GEAsaTCcOy5OS119jt9YiVRFXsdLs8sr3N4d27PLy/D0WBrzWnt27R7HRY63Q4OD5mf3+fR/p9zi4uiDY3+eTnPsc737IZ/tZdQRBQ5rn4z9iWQ83zoCjEA8eihP12myCO+bbNTb51exttYxUe3dzkWy1JcZk1Yw0EcV1oNlFpirlzRxRvNS9gMpHPrZaockqRhKokITg64h//o39E+ff/Pr9lU8ipKvwo4qEbN7g7HDIZjUTlYwmQruPgaY3vid15PB6Tj8eM79+nchyidpvQtiuqshSFhtb8iefxv0QR+XAohpfGkFm+RW1al9t56lsSaZplwr8D5ouFkD/t/NBaQu06ti1RFx8gB53cclUqpXAtlyUrxFW79msqHlDOOUqJwtPOkWYYShBrKdEUsV0/XCNxALiunPAdh9wS2ZdIA8hrHscyF+dz4VoMh3D1KursbPU7i4QbrUWSa4sxioJ4OJRkbaWENGsRlMiun16tTLLFRVUUUji129KmsZdRSsYErEitVSUmhRYBX46r2rG235dxFcerlk9d6Fj1zlJZZPc6omglYa7Rmfox6xaP5y2dfpXWMn4dZ8WjWSwkX2kwIIljgmaTvChwHYeG1gTIvmXscy2rStp2VgGL5dsVkwnulSs81WjwYpLw9Vxv2zZQVlUs0pQkk6h3P4qELDibkeY5izgmzjJx9zTWPtj3aTWbHB8dUWQZuWUvF2lKkWUMLi8xQcBn53P+z89/nhdPTsQFttMhjWP2Wy2e7HTYBoE27SDTFsnJy5LL+Zyj8Ziw0+Gbn3uOGxsbsoHW7OdKpKrHwCiKcB1nGV6YK8UwzyntgJlmGYeTCaPBgKZlwT/00EMc3L3LP/kH/4Cm63LzyScZjUa87/nnGRcFrTDk8uyMhXU39LXmmaef5qmnniIIArIsw0daIL/wK7/CneNjVFURKsVDDz/MtYcfpnRd1no9rnS7NIJgGZtelyUP0mx9V9x3DeLG2fZ9QQ5cl7AsWXccWlqz22zS7vWI6gA5LeoYk2U4WUY5GqEWC3QUSTtmbY1qdxdnf5+1tTUarsuGzc5w1tYAcGcz1GTC3TfewLG98RIxWGtZH5swCLh9dESuxVHSQ9JO3UqsyT/0rd8qJx97OsmUonBdKs9D2/wfwpDC8zC+j/E83CAQi+lGAx0EeEFAo9FYEuyUXSBdu0nUbbKyFNfa+rSojciU9QPPqyYBV0otW06ZfT07liyeZBnTOCZXCt1oMFgsKLWm1evhhaEYJfo+VSEJv5Hrki4WhFozmc/pbW6SxzHJaMT84oJkOuXk1i3aQSCePPM5Rmva6+tMlOKNwYAY2Nze5uD0lGme8+Lt25yNRm/J3H6rL9dxhBgLkrNiuSemLNFZJo6qln/11GzGP7l6lW9rNNCLBerwEHVwAOOxFNuXl6hOR9xOJxPZVNptuHJFvg4CzGJBNZm8+YRbL9gWgifL0L6PvnWLf/rP/zl+mmKKgqKqaIYhzY0N7r36KljkbSlrdoTsXSlFaV1bq0pcQnVRkE+nzMdj0tmM2JKKszhmoBS/0eng9HqCblqVW4aMPd/zcJF4gKqqSC2XJy8K4YG5Los8J88yZosFygiJNkcKduN5lECrbocYwySOpVWrFLEt6o09CNV8FWOMFClVJf5V9vWazedkccwiz4mLgrwsJZE+ScisKrPMc0rrN1SCEFBt0VnlOcznUoTmK2t4lWWCHJTig1Rv0KpW4djnVS0WjMZjoQA4ztKDJVCKhuOIJ44l2QOCavg+qt3G1P469rkom2a+RKodB5MklJMJOghWIY1BIGNpd1f+9vhYit0gkELEFgJvkj3bx8Bx5D7SVLxnkmRFsu10Vm2hyYRiOkWFobxerZZ81LyU2QwzHuOUpawPNp5CAWqxEBSp3aZqt0mVklRnx2G6WJDlOcq2Nd2qIj495SDPl5SIr/V62xYr0/FYCoRMgp5GwyFVWXJ+ccHFeMz5dMo8z8VF74GTReD77Gxu0u/3iaJIIt2BZhRhioJFVeG9+9089uEPEzWbmDTl6PCQoixZLBZc2d3l+saGFDmAsWx1rbWcIKqK48NDqjzn6u4u3/KN30hPaxzbTqk3rkVVcZymklMDQvgrCvlaazJsuGFVcTGbMZrPhXsznUKa8su/8AvM53M+/ZnPMJ5OOTo+ptdocPXKFfI05bs+/GEoSz70gQ9QZRlfeeEF2aRdV1Amrfnkpz7FYDBAKUW33+c3fuu3iPOcyWxGbk1+lLHOkfbkUm++SkkS8M2HHwYjsryW43BlfR2yDMf38bRmf22NZlXhFwVBEJAXhZxgreoFxC00WyxYTCbC4K8q6S/3+6Sex8bWFmvr69w7OaFpVTqTu3fJJhMWgwGD+ZxxmgqZzbaAUqtoevmNN8STwKpvFDLoW2FI1Gjwjd/0Tbjttky4shQYX9m0VM8Tu3xYMtiVKw6zpVIoz6PT7RJYXw3Hbhxa62Xac41K1T4edZ+3KgohEbIyq6tzpBzfx7VyTcf3aW9sEPV6dDY2CFotEvu/NXs9Sbx1HBmHCJqY5TlrvR5ZmsrmZiRZtz7BngwGZFnGB9//fnSSsG3ztC7HY07GYw5nM26fnjLPMg7HY26lKV6nw/GdOwzjmHuXl4RRxNVr1/7S5vtf6FVVkqBdliyShNQ60tbmi2kcL9Gzj6yv42WZhPLVff7xGL76VUFGigLOz6XgcF144w3ZSNbXl62eKkkoskxIm9OpnFZHI9lA6tbA3btweooaj+G3foufuHlTEpuB1toaZxcXHB8fL80EtTF4vo/neZSVBLXWhlxlfbCwqEVNuK2L5EKLZPr/jiLubGyITbpS4o+SpuKqa1HBwJJtc4scNjxPzPEKyaqquReFReMqizYrY8TsDfABz3FouC5ZnjO3BX1SVdJetfPOtZzA3D5vz7ZgK2OYZ5nMY1to5IjIoqgq0izDLBYy1pE1E8eR19kisEs0xSKaqqooowg1ncJ0SpUkMserSjbr+XyV/hzHTMdjClhKk+vn13CcJTne9STJXNmDqY4iSVOezwUtcRwZGw9u1LaoKKdT3NpLBYSQff26fD46krFWE4ItkkTtEVOW8tkSXusxXiNClCIDr1tDZjKhGo9l7DUakt3U7a7aUpU12ZtOpcBDolRwHDwr814WPlYeXvO6yiyjzHMa9r2skkTalba4qyzPcUn0/Rqut20baGNjg3SxYDAaLTNqjkcjkevZvpy2G6t2XQIkjXIyn3M6HuONRuzv79NqNBhdXNAJQ67u71OtrdF7/nl6l5dc395mW2u+PBjw6tERI9dF5TnPra3x1YsL7itFpjW+hS9zzyPPMl7XmxypAAAgAElEQVT/6lf53O//Pt/20Y+i85zRU0/x6Rde4DAIqBwHvVjgAG/M57w7itCW6Z4jHhBoTemKM66uKhqtFhfn5zjAWhjy7e97H7/yH/4DjtbM53NK4NVXX+XJmze5ffs2D129yldeeIE8STi5dw+d5wLBlqVUtFozqyo+/bnPyeauFLPBgI1ulyTL2Gq3OT85kZbW7i5H9+7h+r4Q8Fi1NZyq4n4dKqgUnbJky/eZItBvURTstds8Cjzy2GMwn+MHgfSOfV8WDrvAVVmGM50Kl6DTQXe7xMZwdzjkC6++ys/94i/ynX/tr/HjH/84jMd0qorJ0RGvfOELvHR4SOKKMZYuCpGRt9tk1kW2ztqpW1mu4zBPEn7g+74PL4qgkngG154CTQ3N2vaMUhIZoCxs6kaRnMws4a7d76Psc8+VokjTZQHraEknrSy07trns7QLt8WuqSrCRoPKmFW/PklI0lSKcmNw2m3arRZ+llFoTRXHy5OYcV3a7bZkvUynTEcjHKXohiHDOCYDSt9nVlhr8yBgcnpKW2tODw9p1cGJe3tMh0MOJxMuDw44UopL4JkbNyhffJEqDPmuj3yEr3zxi5yenv4lz/q/mCvRYoVe2AK2tjJQQGmLU19rvnlzk+v9PurePTmlDgZSrNiCmVdflUV9a0tQlNFICLT2tE5RoB5/HKfdRp+eoi4vZcMEKUrCUG43nwth0m5Kqqr4wY98hI+++9388B/9EY/t7XFw9y5mNqOzvU3RbErUg+eRpilVlhEGAQUSS+HZ1lZdbCutyYtCEAIj5PdUa1zX5afW1vhfH3qIxskJudZ4VcXUHhi0HZcNz5MWDFJ0YMT8MS1EYt2w6g9jWw55nuNbIqd2xSTOVNXSZj2xqG8jCMTZ9oECQBtJlzZaPFpmZUnTFjap1hSWC1MnSzeM+Aultm1UUwPqQ0Fh5cuuJwnOKoqWyc5uqwXHx7I+2JaWsYZ0y9aMMUwvL5d2+llZEjgOURDQtAcLLO3AKIVJU8lI832yxQIXy6GpW0R10VAjIWmKmU4lS8xxZBx0uyvOzHQqzyUMpdCprH+K1qvCpJAYmSXfRqklZ8ckiZjj1QVYnguKEkWr52Tf02VxkySrFpJ9HVRdhNUqI/tamckE3elI61SL1FwhBWpVVWjLearynLDVYleJtYVffe3pQG9bZCXNMrTjsL61RaPdJjOG0/GYWZZxeXlJEsekec48jpnNZoynU47Pz0ksPHc6GjFPU46Pj9nY2JDTRJJQLhZ88ed/nuNPfYr03j3UcMgjnQ4N5MUK85z9JOGvbGzQs/1B33FEBgnguoyShHuHh1RJwlNPPMHTN29yfWNDIE3HkcIGiJHTdOS6+A+egEoJu1PGUGrN+WLBKE2ptDC133jxRZ5+9FHJ0kgSwkaDnZ0dCdMrRTWzvbvL5tYWd+/cYXB+jqO1KIGwdvSuK8ZOtjedI9XzyekpR0dHRK0WQRQxm8/lfmvYFuTEZlGKWSa22r4xNHyfbhSx2esRIsWMrxRbzSbf9ZGPEA+HctKz6ESFwPBeGBJFkaiIkgTiWGzAXZf/9Ku/Sl6W/Ot/+28Zz+eykNqTabssqeJYOEFWweABgeOQJwlJWVI6jjjNqpXMVJUSpPb93/M9zG7fphwORaXzAApS937rltdyAauLDy1GUEVVEYShwPFBgOd5ckKz72196sKODw3LBceBN50yah5L7UWgPI8wiqRvHwRidGUDFvvb2+w9/DAmCAhbLZEP9no0u115fxGfB9fzRNWhNfMkIQcGWSbtvjTl3sEBXhiSJQlNRyyxb77znXR7PYgixlXFw7u7uGnKla0tru7scHF4SAA89dhjb83kfouvbqcj5Ger9nEcR6zow5BGGIoZXBiy7TirTaKGxrUWJGU8lnGYJFLEvP66vI+PPy4oy+XlCm1xHNTe3hJaV6encoq9vJRx1m5LoVOfqgcDuHePzWaTf/Yt3yJcremUG/0+nuOw0WrRsoaDuUXOls7StiWwHKNYSXC9Gdk1BhBDN635mY0N0t1dvCjC9Txxl7YcO1NVxFkmXi9IMZTVShF7LfKcJM+XKGJlJO4EhLgM4sPkuC6B1sJxse13AywyyfoxSkIVq1IcguNK1H31ejmx8zIrCtKikIITyIxhmKYkVcXEPh9VlhRxjOO60ra1rSnynDLLhMi+WEj7pRJyNWkq70GNfBSFcFlsgeFaFMX3fXQY4oThisBqC2BADg9KiYFk8EBCct3iebCoWCxQvZ4UuzduSMtnPJbCtfaUedDgLgjkMWwg5JKTUrd96oKoqoRwmySr9mPdAgrDlWT6gcJu2TYC+bpuVfm+PD8bzorWwnu0LS3T7aKiCN1uCwqT52I0aAzpfE6SJCjXpZzP2S0KCqUovg5k5W1brGTjMYOTE2YXFyIdzjL2NjZohSH9bhdXKfIkWbHQrSyxVBJg1u31+I6PfYw4y5inKU4YMrZmUZ0kwZycsNXp4LdalFFEBrha02w2cbOMd4YhN7WmrxRzS8gylqSXOQ6v3LnD+PSUwBEVycPXr/M//q2/xTNPP40OQ/x2e7m4OEakfZn97CKQV54kzC3vhiAgznMxtSsK/vd/+S8JtaYVBMymU8ajEXdv32ZjfR0/DPmTr3yF09GIpCwJfZ95mpLWboa2PZHZwa4c8WPQSrG1uUm32+Xs5IQwCCjLku3tbfJccizqAaOUktM6EvHeU4peFNFrNlmLInQmwX2eUjzx2GNc290V+3FjbcWzTPrsSmR7ym6sWZIwH40o5nP8quKlL32J2WDA5z/1Ka5tbFAMh8S3blGenpKen3Pn9m0yq+xQlUjEPYTcWmEhYa2XUGj9++u+zzMbGzSOjihv3cI7PcUZDNDzOU4cSzuqtuu2fe7KwqwaluGANarnBYEEjdnNz3HEh2O5gMHStJCylNOG/V7bE4lrZcuVXXy05+EEAYHlDekwxPF9SsfBb7fRUUTYatHodEirilkc0+z38Xwf13GI53MpVuz7Vrf7DPCDP/ADnB4esr25SbS2xu7eHrtraxzevcvt27fZ395mUZaEwJM7Ozy2tsZiPmd4eIiZzwmADzz//Fs2v9/Kq1kUbK+t4YWhFCu+T7PVwg0C/DCk2WwSui5PX70qi3O7veIItFqycBuz2kTSVL7/ylfg7Ew2nH5fNgebrUW7jdnfX52Ma2LkYgGHh/LEalJjowF376IOD3l6f5+/Opux57qczWbksxlhVUlbz3HEmND3l7w813EwnofnuiLjd8WLynddIs/DU4oAQST8SqIDulrz+0WBiSKcRgPPlTyrKAiIPIkTyO2Y9ZUNYIQlnwNkbCVpSpHn0uJB5uAil/BDLLJY2QJJYds4pfjTZGW5VMiVlRiLJWXJIsso7Bwqq4qFMSS55DTFRUFeFIyLgoU9cFFVBA+0GrIsWyaSqyCQtWZri6DVgstLUmw0Qc3DcJxlm8XkOel0SlaWtIKALM9pBQGe64pVfk2+ta+N47riy6IU1XwuERywctu1yOySPDufC0r3yCNw86aMm9dfF0RFa7h2TYqLVmvVNinF42tZtNTjZjKRr+dzWbeso69yXRm7YSjFRt1Ksvw67OFwSdJtNlc+LXVxZdtbJIncbj6XgrfVkvbRaISez0XyrTU6DElGI1I7FhylmM/n5GXJXqMhnKf/kpAVDax3OlBX0BYObLguqqro2AC8eZLIKQOIiwI/DCmKgmazyc/+7M+ilOLo9JTRfC6QcFEwT1OiZpNGu02wsYG7vk6JQKDD+ZxZlrHvOHz0oYfYMGZpHVyfpCuluH94yL1bt/jTz36WqNFgd3ubZlmyFgSURcFkOkUh6Ip2JSsjaDRo+z5t64mggLgsmS0WLKZTpknC+XzO5XjMYjrlu77jOyisudA0SWi02xitmSYJUb/POMsojOH04oLA9/GtG6x9sgLvKfE2yIuCs/NzQq1pas17n3mGKsuYTiZk1umwsBt1bQZmHAen0WDT91kvS75hfZ0OSJFXiszQd13iJCFoNCjsCcq1z0HZxze2YMFCkxWQTKdU0ykbUUSY55zdusXi6Iji4oL4/n2mh4fEsxkXkwlZVREYI/bjUSTIRn16tPdf9+61EUnzj377tzP98pdRh4f4kwnl3bvkr79OcXBAcXIiC8bFxcqqezJBz2YyWTPJvFB2kSoK8afQrrjZasu0r/+3ByXeNe+nPqVpbV1QbfupKEsZr/Y51/wZ5UjQXqk12velfeX7RL0eQbtN0G7T3djgnc8+SxCGy7gCA2KsVRQESjEdDgmAn//3/561TocqTZmOx7x0/z656/L8889TFgX3Dw64SBL+yrvexfj117n9xS8SWdQssJvhf/zlX/5LmOl/8dddi6bd6PVYX1+nbb1T/EZDChfX5YrWIs2eTmWu1BLSRmP1UfMBXHeVyXJ0JF8/+qgUOTX3IU1RjQZmbQ0ThoKq5Pmq0Dk5kfspy1VRNJ/DZz7DN37sY9x/5RU2qoptzyPMczyLdrhKse95PFtVNCpR20R5Lq1ZBI4PtDiqKjtPSsDPc95/dsaPvf46P/jyyzxxeMjpxQWm3caxG3LNheo3m2JsZnl/ClH7hMYsHZldI1k4ypJhHWOIa7QH5CRtEVqQw1id4F6VJbEtUgrLh6lq1Y3WLPKcynGIjWFsEZekqkhdl2lVERfi1FtzFCdZxjhNmdrbObYdUa8JejhEDYdLdN6veR+uuzI+S9Ml6tL0ffI0FYNGrWl4EnL4oAurrlsrVQVxjGP3ploZRru9khXXm34UwXvfK2Ts0QhefFHGQ7stRcoTT8C3fIsgLrUcezpdoR41f2U+l/+tPoxOpytFT7v9ZgTFIn21wRyWlE2NJlfV0lqfwhru+b6M6dlMHqsuyqpKOC31/dWFkOcRbm/jBAHzNOViPEbNZpwPBhzb91V9HcWK84lPfOITX+ec/896feGnf5q0qsiMIWi1WJQl4+mU6WJBWVViGOc4tDod9q5exQ1DRlYO6Nk+XOD77G5t4fo+8zim2esxTxKBsZTCiyLKMOTzL77INMvIjGGt36djnQUXsxmtXo/zyYSJMcuNyTOGtuexE4aEZUmgNZ1ej1/6pV/idDxGOQ5FHLMWhuz6PtuNhjibKkVoWyfGl6jvWurnKYX2fXJjiPOccaPBN33/9/PvfvEXZQOrKqJmk/snJ7R6PalqlcJkGQ3XJXccJpnkF73psguQqzWR5/FX3/9+8smE4/v3GU0mzI2hv7ZGlqZi+W8kAl0BThiSFwUfWF/nuTDkQ9eu0c9ztjY3eePsDLfRWCIZT73rXbi+5Hs4tYzTksDqXic1ulLZePQ05YMf/CD3bt2CNGWr3+e/+6EfIkhT4umU4WDAp/7kT3h9NiOxJyujFGmakmFzgeyCooyYwnlVRRv43qef5t1XrsiJKAhQWYaeTMitpTXTKXo6pZxOMbOZpJzO5xJOaE83eVGIy61SoizTQrKuLJm2Xqhr5Ym2iova5dZRaulrUdn3oaphffve1NwrlLghNxoNQWyqCrfmKZQSvJekKXma0lCKZDoVu3hjUGlKYE/INZrjVxUPb2wQn53hBwGbN2/yxHvew/3zc3KtOb644P3PPUfDGLbDkJ1ej5PLS7TncX55SdBo4DWbPPvxj7+Fs/ytuX7nd36HNElI4piG47C2uckiTYVcDWAMf/uxx+gPBug4XtmULxark+0DaB1hKJtNVa0W+Jo4OxpJ0dtqwWyGajaF7BnHwk/IspWqYzZ7s6mX3YDUyQnf8eEP89kvfxmn0yEtChIt8QvfrxQ/9tprfOOdOzx5/z6p63LabIrCx27OVSXu2gvgHaMRHz0+5gP373N9NqNhvaoqeyAZXVzQ29kRZ1gkQTo3hobj0AgCCrvmehadVcpGgVSVWPTbA0FaVUtZa1lV5GVJWpbCHalWNgh1G7q04gKlLLnXzqVFWbLIczLHYVpVYmaIzPNBrea0j48xtLWYz8VlKV5DnuQYqZq8at8zk6YrnkyzKaqg2qzNdYWsbF14HWVjAjyPyHLWlgocY8iTBMfGvyy5H0myarnUZNf6544DV6/C00/LeHnjDSlya7mvvGnys3v35DZ1kZLnq1ZVli3dtoGVnLnZlELoQWSnblfV47cumuoIliBY+cvU6NKDLaT6MYxZSaHrdaqWVxeSMaRs+9TrdAhta7m5scFtz+P/6vU4u7wkVYq//eM//jXN27ctwfbV0Ugs7l2X/PJSuAMI4tJWisnFBX5REAKT0Ygyy+j4vlhMOw4XgwFRq8Xh2RlT21s+vXeP7evXuTg8JO50+OqdO6jbt5eqH1WWONMpzz75JCdJwn/1Dd/Aa2dnbCvFvzg5YWY9TLRSjMuSe/fu0VGKRx5/nMFwyP76OpdHR+RpSohsareripvtNu58Tuj7BHFMXBSkvi/kTd9HazHfmY7HkuK5vs73fPd389wP/RABMLEEzDdOT9nf2+Pi+JjUGCLg2Rs3aCjFH92+La0Fx1maLQFL9UxhDCnwO3/wB6g05dqVKwS7u8wvLji9uEAbMZJz7SKi7IRvBQHq/Jwf//CHUYeHbFiPEB/EwyLPCW2fNpnPaViYVGWZIB5VJXkoSuEEAbRaRGFINZ2yuLwkCkP+6T/8hwKrXr8uE7jRwHccXhsM+PzREVPXlb53WZKUpSTc2kUTkMURMXpzgF4YcnF0hAG8jQ0WiC2/X5Z4s5kEqSG98ByBn5XjyEnMte6yjkPlOORFgQ4CCgs5V0as2rHS0weVPrWbZ93vL+2CijHiyWIk2de1vKWaKJjbgkZrLS2gMMSLIvI8Z7Pfx3Ucjo6PATg+OiIfjXAbDRqNBqfjMUWe4zkOXYvuRIAznzO0J/H5ZEJYVRyNx/zZK68Qz+fkxtBPUzrGcDEYcJbnhM0mYbvNIs954/DwzVD02+g6mU6JtKaTZYxmMy7OzvCaTXbW1/Ech+fznOu2J/+mzaHmq9j3g05nddrd3obhcCURHQzk964rLaGDAyFOtlqwsyO3GQ6FnHt+Lqfnu3dlY1hflxPxeLw89ba+9CV+9tu/nWmeM5xOKedzrmYZ6vSUajYjznP2qoq/8cor3HvjDT7/vvcxePpp3CRh6949rr7+OvuTCXkcUxlREmVWpRFoTV5VooIqCo4OD6k8j/bmJi3PIyoK8uNjyjQVfk9VkShFoTUhrFyr7RqRWB+OhRGpc+S6hK4kVptcwhkDT4IQ69C/QimJQUAsHBK7cc+AIdCsKs5dl0me00JUlxhxwV0YIa6vGyPWD1qUOuuW3+Lv7Ykz7Xgs71ueo3x/qWYyo9GqneX7mNmMZLGQlpUScrynFIHj4DSbbypUjVJ4W1uiKMoyVJ26XlvhW/fdJTfpqaek9TObwSuvyBiAlZtszWGr2zRxvPLmqQuJxULGURjK75JE7r/fl8LXct9wnJWJ3MXFSi7/ILfFcWQeB4GMvboI8SU5ftmuNGalQsqyZY5RjRouXXgtObtWFikru6/abTamU27fvbuMq/lar7dtsZIby+LX4v6aGkOM5XrkOWFR0HUcXGNI45iGZ9NGrRQvCkNxZvR9dFUxSVMK4OjwEBWGXBpDuL7OaDBYtj5cx2GU59w7PkY1Grz2xS8yyTL2fJ8tkFO25wkjv93m3mRC8/CQvZMT9nd22Nna4ku3b9PUmm6nQ8P3KQYD0jwnsvbo7TCUYsLzqIpCjOQsjOm7Lm4lkez/w9/5O1SzGf1mk5/4+Mf53376p0mThIvLS9a3t7kcjdgOArbabZquS0trhkrkmkvhnJL005rqVALniwVNrRnEMcPhkFGeM8syOs0mlUULlNaURYFrDL0o4ub2Nm2r/U/zHDOfsxiPaXa7khdRVSSTCWEUUSaJtFAsxKw8T5Aa2wrRypotWb+Qi/GY6eEhRwcHtE9P2bDtJK0Un/zsZ7lTVZyX4kLaAOHw2OLL1NJgu6i4WJKr63JwdiZk5yyjQOBypTVVnlPm4o5ZIz5VUVDkObGd7Np1xZZaqeUpDCwnxYj/Tm23XSuQanv9mjXv2MWo/p9dK0EFUVHp+v5AeE02LTxNkqUHS2VlnI1Gg06nI8VkELBYLFiMx8zSlMFoxM7GhpjvjUZEwJrtSw8nE3a2tnCShPOXX2a70+Ed6+u8NJuxt79PPpuR2TE5T1MC12UyGnF6eSmur8UyMvJtde2028R5zsV8LnLZLOPMcZgPBjzieXzre9+LuriQhbeGw+dz+VxnxRwdrdxNw1A2wroNkCSyOVhp/rKVVCMqNTS/s7Na6E9OYG9P7vf0FDY3ZVN7/fVlgWvu36cdBLRv3UJVFZlFkZVFXf04JjaGvaLgO3/3d7n9x3+MsoeFFrBQCs+iGIskkcLAnoZ7Vro6Oz9nPptRaU0UBFwUBY4xtLa2ZHM/PycdDMQXqBLFm+95ojQqxcm1RoATq9wpioKZnRehRVLntjCpjJH2jy3c679LbHEfK8WlMYyQIiZTiokxjI2hAwyNYQxs2fntGkO7LIk8j6QsaVgyaTWdUtn/pQ5TzDPJ3sqzTDhjubjIJhY5M1rCFlVRSFxBp7NS8dk2i/I8SBKxPWi3ZdPPc/lc5/p0OjI23vMeKU4ODuR9LooV2RVW3icPkl3r1kxd8CjrLltYI8LhUP5uc3PJn1m2hzxPxmXNvWu15DnVhUeN6DnOqsiux6xVTzEYrIrzuiApyzcVLsaiTKp+rq0WRZ6LFBug30eVpRjeGbMsNL/W621brDh2AldZJid9JMa8qioWhQT8hbZq9x2xRVdWHaSSZOmHYRxHerRaPAayPCc2hiiKuDsY0Gk0cOZz2cyMoYoi8rU1SFOqyYT1fp8n3/9+Xvz0p/nN+/c5KksK16VIUw7imIfW1pgPBky15t2PPcb5+TkHZ2fsbWwwvrwkLQriOEbHMY512k0LcQNsNhqYNBWCmdZifJZlBFqs1MP794mLgn/3b/4Nni1C8rLk6OICt6qYJgkb1udkr9fjdD5fmjpVsGxb1Vee50yNQZUlt09PyZUi9n0MEOe5KJ5sRe44Dn4lfiGNXg+v30clCYvFAlepZeZPlecUSnH/9m0eefxxnCAgHY2WdvtVzd0wNtq+htg9jzIIcByH6XxOniSc3b5N5vvs7+xwdHrKn3zlK1wCC62JjKHn+zz5jnfwe1/84p/T8SsjvfoSGM1mzKtK/CbqBbYmG3seTimZPsqYJWm6KMSMK7Mnvqpu+RiDth4mKLVEUpQRnkpNtDW2MKzRFWPHr+M4oniwm4h2xCirLnbKspSsILspoUXhUcfSx0mybK1VRUE6n4tJlhFr9KjfJy0KFpeXKKDj++SLBdjiV3seKk2ZA5sPPcSvf+YzFI7D9s4OznDIxsYGp4MBRmsWkwml6y6Tevk6+s7/f7jWOx2yPOeyqjgfDinynLVOh8XFBd/9nvegRyMhxvb7shnUNvn9vhQe1iiQ83P5uk6iHQ5XNuWdzor0uL4ut+33pQAaDFY26a4rG0qttKidbe/eXeW/nJwImTHL5Pd7e5hOB++zn5X2oCXELpIEt6rw7IHnymJB5rrCdStLGkEgCKbn4WrNbDzGcxxBVYyhGYb019aILy8Jm03GwyGe59Hs9YgXCybzOW67TbfVYnb/Pl1k3a0zud6kjKzEKym1Y7qy7R7PFucaQSyXhQlQ2lZqASTAuBK58xiWoaKzPCd0Jck4A+4APaTluwDWEcPLcVHQCwIC30ednBAvFoKSAm1HktFLILWKoYYtSuZVtXSndX2feZIQuC5OFMlmXM/dusVic3l0u71qzVjVJWtr8p6/4x3y/QsvyG0eTC6u16m61ViJUdvy53VryBgpeGCF1sxmcv91+jIslTo89JCMGytXXvJOjCWG1wqluvCwa8syMyjPV8qxJIEkwQQBxWSC3+2uPGg8jyIXZ/hGEAjBOstIAT+O8RoN4fpFEa8uFqRKobOM7AG+z//X621LsG1qzbrnsea67DgOa0oRlKUQLR2xQC7LUjJ3jCHVmhjobG0R9XqE3S6Ndps4jmk0GgRBwNbmJg9dvcr29jaVUnzbxz7GOEnwbbS36zjMx2NefuklvnB+zuvAH774Ir/7a7/GN29v86FWiw7WQCzPubK5SaE1R/fuwWSCMx7znv193ru3R3X7NteqiuuNBk6eU9iPsu5t2gWgNhtTxuB5Ho1Gg3YQYGYzfvoTn2Cr1SLPc2I70V0Lz3lK4Ych7WaTZhCw0+mIW2xNMrOvo3IcsfoHOcE5DkEQsLu2RmYLCGV5JIaVDDIvS9b6fRq+z2UcQ6eDiiKa/T7NTkfQhVLShEut+eKf/imqEidIlaYkl5d49eS0/3P9HIqiIFMK02zi2dbD+sYG79jZYbff5/LggNliwcl8Tuw4+FrTNIb3XrvGlTCkh2Q21QZ8CjFzCl1XSKt2HNR9facsUVkm8KR9DZTlmRgjduMaKXq17cHXtt9VWVLGMWWaUsSxmGpVb44meLAVVJalnITt1/VHTcKtYOmAW/tWFIU4epb2dFNV4r6rXVcSbudzZlYe6HnekqAbRhF+u83AOm82Wy2iKBJ/ijCk02qxmEygKNh817t49Ed+hGPgG559lvc88wwu8Gdf+Qq3Tk4YxDGt9XV0o8G8KEiKgqff9a63anq/pdcgjsVocTpFV5X4G2UZHwgCnrlyBXX37kquvL4un8sS7t+XO6hlxlkmRNnZTIqReiNy3VUf3yrJ6HSkSImiZboug4EUJs2mFDqDgWwktQ/R8bHc7sYN2VBaLXkOVSUhidevi3GgdZgGQQhNKbb3TlniG8Ma0CpLnDQVZDPPxRm306GwRPjFeCzIYbNJXFXE8zlVntP2fRLbmm42GgSuy7Qsaezs4Llijhg4Dp5FnpdIof15zVnwK1FB5UqS5PNC4iRKu8bElZUdV5UQaY3hApgaaU9PsoyR5YzBjuIAACAASURBVE2MioKTQtLoY0SkcGkMGTAALpEWbmVbWyeTCaeWeDsvS0Z5zqIsyaqKGSKJnuQ5F1lGasRNPDOG+XyOW5Y4ng0rReawqtt/s5lwAHs9Qcu0lSS3WoJ0PPec8FLGY3jttVXLRj1g1razI59r8n4cyxizh6elEqfbXSEi9W23tmTswNInhiyT27z8sjzug8VTp7PyCKpVbLYQWfJdarQFBDkKQ1Svh9rZEZWZzVpaFkC2RdpqNkWxGASSFm9bziZNoaq4TFN+brEQPp9FWL7W622LrNzodKis02QYhsRZRuW6YjhkJ01lK3it9ZKTkSwWzJJkaczVabeJoojxZMJoNKLqdCQqXCm+8Ou/zrc99xx/8vnPA5BqTQMojeFH/u7f5cbzz/M/ffSjtNKUyz/9Uz585QqtXo//dHDAOXCUJJxfXPDwU09xdO8ezzzxBPsbGzyxvc15u838/JzTgwMaxpqFlSXzOBb/B1j6GfhW3VFVEhdfpSmdXo//42d+BmYznHabwqJKqigk4hyImk2evHmTnW6XeVHw6Tt3WAQBuSXLlhbR2Op0GE8mLKw65aGNDfa3trg/GlEqJSd1pKAxSuG5LmmWcTwYEAKfPD/nH3/f91GendGxp8X+xga3z87wrAX86Z07KN9HBQE6y5gNBvjdLsrzZPDC0ijJaI1vrZ+bZUl6fCyOt67L9OyM4cUFF80mZwh5VacpV4OA9+7uMpnPudJqcTybASzff6eq2Ox2GQ+HtIAf+uEfFs+LUqz3lTEUFuFQrqQW51kmia9aVDnKFiGlsRbcdiwYCytX9iSo7Kmkbj/VAYcgGwlYybOdsG7dzzdmKTGGlaS5sv19pTXNdpskjtGui2sL2OIBYpvxPPwoIgSmwyGqLHnoySdJplMG5+f0ul08x6G3vs7RwQHJYkHf9xnfv8///J3fyU0g/fKX+e0XXiAIAhbAWZKwduUKXzg4ICtLdra26LVa5F9nxsd/7isuChaLBaHvE3Y6dLOM3mzGxz/yEdRrr8ki3u+LvXnNAeh2pTCpzdxaLUm/PT2VDWY6lQ3AHlSWuS1aS3FTllL41JtQrSiazeT37bachNfXZVMpS9R4LCjWq6/i9HoruN9maLG+Dmdn6G6XKE0pXFfcX0cjEssViZWSxGPfJ7dqGZNL2GilJS24ms9JjeTsLIZDepublKMRTa2ZTyY4jkNvZ4d8OiWbTAiUovR9gvV1GpeXlMaQGitJtl+7roQUaiVeRKmRaIkaIUnLEu04zKuKBYL0xohr95ktGObAsSXejoEJsmEl9vYTYLsoyB2HQiki+xgNwFdC1L1jW6UFsn55SAFUHybavo+jNdOyJHIcKfaQRHvlODS6XfFKAczampCj69ZIuy2pyPV7+sQTIkNuNqUNeHAgRWi9uYfhCkGpc3xqAm2tqKlbPnW7sSZsz2YrHsz73ie3vbxcudbW5nE1R6ouYmpy7nwuYzfP35zGXBvD1c8tjlfk4fq+gwDKEt1oyEGqLDHtNjz6KMULL+CGIQqJwFHW92k2mwnHxxKM/9l0yp04JkciWpYF1NdwvW2LlbbrkmqxP+8FAYkSRYbbaCx19bmFznMLc7lKMbER3AWCKoxnMy6HQzrNJlf39mTSDAYUeU4XCPKcQCk66+vSXkoSFknCz/3kT4rPCfImaaU4vn+fKAj4QKfDH00mnJUlLWO4b4m7GMPQQqvdXo90OKTr+6g0xdEiWy21JrfFQZ5lEhjVbuNYt0rtebSCQE7GWrPuOFxMp9QJrXlR0IkiAqUIXZeHrl/HDwKu7u3RdRxiJPvDMeJkGTgOP/E3/yb/4l/9K7KiwOQ5HcehhZi6lVm2JIRq24JILcGqKgpyYAoMjGFzfZ3MdXF9n71r17h1eiqkVjsBx8Mh7a0tVLtNaHvGbhCIP4qVLNcW9VmSSDp0muJWFf2tLY6+9CUm5+dE7TYv3b8vGT6VeKtc3d2l12gQaE0zipa9WWUMSot0s99oMB8O2e122V9fxxmP0b6/MrACMNJDV7ZAqSzKVdVFip2spS1EsH9TWXQEi+g5FkKtnTsde3/1VRcnRVGsLM0f+J1SalkUua4Y6AFL4lyJJX0jaJdvW5lVUeB4nqQ1T6fMZzPaa2s4jQZXHn+cb/rrf50v/eZv8sZLL1EkCe12m2w2ozGdcsW2txphiJumTIyQAovxmK8eHJAAPa3ZW1vjsYceYnR+/hc8q/9yLscYgjDEV4r9tTXmec5/ffUqxnJBlvLPTmel6rGtmGWQ3Gy2Ii+6rrRsTk9F5XF6ulJZdDqySUwmq3A5W1yyWKxC6kYjuf1wKB9Kycn57Ay9vS2W7ScncvtWS57XwYF4cQyH6NkMv9PBzXPKRgPSVNqbRYFxXaIgYLpYYLRmlmXLAMDIkt8bSpGORrTbbdpKkVneQbvVYnp5CUDU66FGI9LFQniB3S7lZIKx64iuKmmv2/bkElG0KLFjkcPMtg9neS5+LPajeKBIObEI5AIpSi6Apv26Amb2ex/wypKF67IAMIYpcGIMbXu6D5C57QOdUhLNcyPk2YXl1VT24BIrJV4yjiM2CEoJypXncOfOyk12e3vFD+l25b1qNMQzZzBYISTahvnVJG2LML2pMKhbSpWVDde8EK1Xt+90pDje3ZWxWResYSiPX39tjIyNOF6No5pbVqN6tdqnbjWV5cpn5UFOTv03tlhTtdTecUQt9vLLkp1mkWa/0QClmI5G4tHlOJh2m0Ge84Uskyw1+1xqft7Xcr1ti5V5HGPyHFUUTOwG12618D0Pz56qS9vrr5DTao54g2R2A8H3WVh10CJJiNMU1/MIjSEKAoxSnFljt3gyIWy32djZ4fLgAMcYkvmcTavaWdjH61QV7200CKqK357N6AJ+muIlCUFZsmZJWvF0Kq6Qtu1Qt26wk9RY5YmpKjIbPuc6Do4tKIrFgv1OhyGwGI/JqopxVdHpdiWNt9HAA9Z7PSZWThzZza8erMoiCuu9Ho9eu8bg9dfRwG63S9f36dkcmjjL8HyfKAwZT6erICq7oSbAH730Et/36KOSf+P77N64wfR3fofdvT1OTk9RxnD71i2eeeQRTFHI4nl6is4kwM0gmUiO61LmOQ4QxzFBURAPBnS73eX7mOY5n/zc51jYIjRSivc8+SQNq1baX1vDnJ0t2y0V4kfh5jkB8LFv/maC+nW0PfyyKCi1xrWnjjoDSTuOwNbVyvxKa70MXavMKqgQEKWBFgfRuuCpWzy1Iii1qgpj22T134ZWXlza96Um2Nb/t3kA+akl2QCddpuw0SCLY5L5XJ6zjZovOh2Oj4/Z3tmhVIovffKTkuo9my3l6mNjmM1mGM/DCUNOp1M2tWZWlgwXC1QQ0G806G5tkR4f0/U8Dl59lXa7/ZbM7bf6cixK2e33xQjO8/jG69fhj/94dSI9O5PN4kHbcYv8LbkJNe/k4mLlbVEXKrVPSr1ZwcqAa2NDbjuZyH15njzudCo/W1uT72czVL+/ciutiZg1AlPb9ZelkHOtOMDxfchzHKXEyt5x6Pd65Fkmah4jhmqZUmRpKu1ipTCehy5Lzk9PlzbykecJMdK2iNwgII9jdJ6L6kxryX4xhkazyXixoOF5NK3QoLRtlLwoluqf0o73HCkicqTtMrXfJ/ZjVFWEwD3gOnCE8FFGSOHhIkohH3CLgmPbulVKEQEdY+grRYEULIW9T8/yUlIjUucS67Rr562uKnHUtuocMxyKZX3djqkTkLe3V2TWwWDVTql9TXx/pehRavW5Lgzq8VQXKcZIEVyWq8K4KMSzZ3d39X6vra2M2+pxNRoJEmhTkpf3XTvfWlXZUtlT30apleFbUch4r1tHtfInz1c8l9rUri7q7Rqly5J8NqM0/w95bx5rW3bXd37W2vOZ71jv1qtXk12Tq4KBwiAX4AYnEiTESgNKIkjAidORoiYKfyChSAko/6TTCu2kI0UkCpnoNIkEId0gwCZNCNC0Hdu4Yhvb5Zpf1ZvufOa9z57W6j9+a519zR+trjTQesqRnt6707n33bP3Wt/1/X0Hy2AyoTViCrFlyT9pGsI0lSqVVvKp/ktyVu5bsLK3u8tiNiONIgqXT5AkCdPZjKiuCYOA1FGggzRl0O+zXK2o2paVUsysZZRl1E1DfzgkVoq6KOQ0bS3romBnb4/9nR3u3bsnIsjZjOVmQ5wkLNdresBD+/ucOWeB2WwYRRH27IyvmUwwWcZZUfBgGDKsa26//DJPPf+8zEPbllGvh55MpOXWaR+0Ow0A0DTEcSxFeW6zCrW06y7ynP1+H/X221wPQ6bOEQVyQinXa7LdXbENJwmT0YgHd3Z48+JCWmWVIkLGJP/hYx/jg9/8zbz4+usyWkCcHrvDISenp0RKUdU1/YMD5ovF1hEEkkJZA7/+iU/wZ973PkKlaKuKnd1dJqMR+eUlYduSDgZ84Utf4r1//I9j3NgnSFO026BVKH04xrmMgqaR0VhZMk4SKYOzkvBbBwHH67VQu9ZyOBzyzGOPUb3+OiFw0OuRwPb3oRDwkUYRA+Db3/9+NosFsTFUTUMUSMEWyGJpYFsy6Evc6rqWdlsHZjz4gM6WrK/8TgJ3Kgoc4PR5KduSxDBkk+cCSK3oV3BCXuOYmSAMO1Euzh3kdEk+GVe7bJq+6w2q85wijmmKgsZaBmnKnTzn9PiY3b093jw7Y+gAdqw1kzRldOMG//nWLdIsY7XZsD+ZEM1mxGFIBMzLkjgMec/jj/PyyQmLiwupebjCFN1Pj6ZpGLrZfK0UcS2Ntmo6lcX+6KgL2To56QBLEAjQ8Cfqe/e6ZNvz8+34hjwX0PH446JlCYIu1Kuq5Dn9GMgDFpBNsGm6fiFXkwDI13r3EXTFdk4jY4tCxqyjESqKyNqW0m2M3jm0MxhglKJsGqbLJcuq2trv6yQhVopNVTEZDsmdcHs+n5MlCa07UadpyjqQtuHGWpLhUAoM65rGpVZXmw2511jBlnmx1rJw0Q5LK7EAa5BUWgS0rICZ0xkugBNENFsBe/0+p1XFJAjobTasEH1KjTMMuPum51iBFlkLlVJbEBQirkFtLQlQaU1hDKkbgUdG0sg3eU6b58RhKCNgJTbcbYbJZCK/+5s35bXa3++Erh4cOPEtWsvr5j92VYzrgYoHEf5aKwq5Hg4PBay4oDoOD+X7XlwIQFkstoWNWxdR4HJ6riSW+/yYbZmiD37zQHwy6VgYazuXEHRWbX+/e32LvWJ9riqi4ZAwzyUcryhQR0f8y5MT/kOWYYyRg6Bb3z3D8k4e9y1YmV1cUDcNZVHQTxJCNzOlqrpyOByjUlVkkwnDgwOq5ZILrcmLgroseWgyIc9zydEoClQYkijFzu4utmmEWYljylri5pMgoCpL+sh8dXp2xg/8xE9wHob85A//MHEjEcfTy0u+djJhYQwDpWA+pzaG4vycMsuwcSx12k68pawlTlNaK5kbjTHEYUgWx2zKkmC9luAwpbh+dETW65HXNYdKMR4MOHY08BvzuQARd4Lo93okqxW3m4ZrkwkPX15yx1pWbsYbWcvZnTv8T3/9r/OTP/3TGCQIKokiBlpcMgEiLr199y4xULmL2rtcamt549YtqsGANE2pVyua1UoyOWYz+mlKEEXcns1Qh4fSxrlcErnfqXKvk4bteMozG2VR0BQFJ1/5CnGSUBrDW7MZK9jqeP7NP/tnvPXJT7I5OGCwXFLevUuJcyrAVuz10IMPsrp7l0cPDsjalspaYjfLD6KIpizFMeTYp+3oB7ZlhODGaI4Z8a6fFrbiQtz4SClFbYxUKThat66qbTqo17FoJB3ZA5DAOaSM+xls226Bqh+V6SiScsQgYJXn0i4eBNRaE/b7aGOo3PV8/cYNLk5OKC8v6WUZxXoNcUyb50zPzjBpymQ04uiJJ+gdHfGtf+7P8Ss/8iMMXVR8WdfYzYYvf/rThHHMS3fuMARWbjxwvz0G/T6lCwXbbDZ899ERfOYz0s6bZXJK3tuTxT/LZNNZLrvF3SeSep1K03SZKicncvru9eCNN+T0PZvJ1x0dicunbYW5GQzk60A2lvVaPra7SzudomvpuNlqGBaLbXiXLUs5MDjGg7aVDXOxgPFYxqvn57SzmcTeVxWZ1pJ8HEVc6/Wo7t2TclJjqJSijiJiYOUPTY6VnOc5arViX2vKzYZBFKHqGh1FbKqK1DnYQq1ZbTbbotNIaxH+WhHRtq0EZJbuPmqRA8UacfKUwMJalu59A9yoJwiYImLNJAxZbza8geQFjYFd9+/AsZktwqLk7nuEtmtbj7UmNYbUrTfekFE5IbAyhlpL9oyx4iBU/b6s1T4M7uwM3nxTwOJoJABiNOrYNs+W+XFP28rX9vvyGrv7bxvX7xkLDwbGY3ktR6PONbTZCEDx4NYFV+IE8tuRUSBJwQwGHZiAziZtTHcde72K/3gUdT+TtZ0IOEm6n80DHw9gvGbHZ0s5y7PZ3eXfzOf8fJqSAXUklSra/V7sf02alYFSRLu7lMDBtWvcef11ltOpXLTQxcIr6We5c+cOw+GQR69f5ysnJ5wUBU2eE9Y1umloxmOqNCWta9ow5HQ+F1FjEKDjmLJpiJUS+nw0oixLJkqRJQkf/1f/CqU1D1sRWs7DkL2nn+b2zZtMwhBd16zynLRpePXLX+bhZ5+lnySYJEFHEXGaMhiPCYEkiratp71eT0qggoA4jgnDkCQMKVcrtNY8sLPD0+96F5956y1Sa7mYThk4ZiQCwvmczeUludY89PDDPD4c8iXEVkgYYuqaGhinKfHxMd8ymfCJ2Yx6vSYCHsgy0jDEDgZMZzNAgIpGTiaRFUFooCQgKplMWBUFUZKQhiHPPv88n/zYx7C1NG42mw23X3yRh1w/knZx77iTj3KnPoUsdijF8XzOuycTKudW2Mzn3M1zpkCQJAw3G77wH/8jH3j/+/nkb/0Wu8ZILbtbbANH65ZK8fmXX6YfBIyGQ5anpwRKUTvX0CrPRWTbNGjbCV1bBwISZ8vTWhMrEQ0CtEp0KeEV8S0OHGnHvtSe+kR0JrZp0GlK6CzuZSPdKaFjTYr1Whxg7pTXXhkVbhcNd+I2boFuGimYC+OYwoEn1e8z2NlBnZ0RKiX6hbqm3GxoqwralrUxktcSRaTAb3zsY3zhP/0nkvUa0zQ8tLPDOI45c4mcdxcL0smEB/f2yI+P/2Bv8j+gR2kMTVlyCXzbQw/xTa+8AnmOCQKCwUDAys6OLOxpKv/Wusu18BT27q4s/LOZfJ4vLqxc54/f2I6O5PPPzjrdgN8M7t4VLUKSdC6hzYZAa9qqEjZuPJaN6fp1eY4kQW022OVSnEEOcFDXHb3vnH+jnR3y83NKt/GGxtDLMhpr2d/Zod1sWBQFy7omtnY7em6CgPFoJM3l7rny5VL6edqWyXBInGW0TUPtMqwMoiVcr9cirHUMozUuK8r9/hvYsiq3reWOUkybRg4g7nMGyOimAFZtywB4CZi69WGAbF4WATlzJHsrbluGQUDpdDIepKRKbTtpYgTATIB103BhDIOmYaw1DySJHFyV6FaiKCKqqq6wMgjkerhxYxt8RtvK6+MYVFzmlH8dtkJZ64LhPFAZDLpANt+2XEn3DquVgJPlUhg8ZxPe5qv4UZPv8vHXlBfPeuDirytvl/69YMqYDhBBN15SqquQ8A+lOqGwH1VB9/mIDnTV6/GXq4qNy4YC2Y+8kxFrJSriHT7uW7CirYgnd3d3+Zbv+R7+9d/5OwIgnO9ba70tdIvd+GCYZeSrFWt3gi6tJTdGgpKKgnyzoYXtaUApRS9NpQjRSoFW1usRTSbEsxltELCuKtqXXuIyzyV2OoqkT0Nr5sAoTTFlKa3AdU1+eUmb5yJWU4o4SQiByXhMqjXVZoMeDiWsSmuGgwFlWW5rtlUQsMlz+lmGyXNpYAUGUcTAnWASY4jalmGSML+8JL12jdq9/cBoxFvz+TY10ge7FTdv8sFHHuGzsxmRsyKOnV5juVrJQhcE200aZKEIYfs6eD1LmqaUqxVPPPccv/Wxj7E3HBJlGbtxzNtf+QoPPfecnOi0xoahLDruFKeU2uaNKDdvZjQSRX5V0aQpN19/nUGasm4aetZyY3eX+WzGKE1FYGi68sLQOkdOEDBdLjmaTMBR1PUVmjpMU+bTKWEYbivrrfs84yhL7+y56u7xuh0LWzZv+/uxnVal9Qu3GynFbYtWIjhsrCVyp1alREMTKIUOwy3TUzuh7dbe7J4/CKSAUochhXdtucXEX+Otlsbt5XQqrFUj4ViFkZZqpRSTwYAXP/tZYq05Oz+n7zagHeW6nLTmYr3mZD7nx//G3+Bf/r2/x9c/8sjv7039h/SYLhZESnFjNOKb43ibpaI9TQ6y6VvbiWLjWDYGP/vv9bpmZS+e9A3NJyfdxuGZGr+J+bwLvwk0jWhQtJbNyo8KrCWoa9lM7t0TpufOHfke7hRsNxv0eIxdreReurhATSYyEvIn6aYh2d0lXq8pqkqYvcEA3LhnlSSYPOeg1+NitSKMInb39sjncy4WC/bHY9IgYLlcSoimGw/kmw3KGMlsKksZkzgtg9LS2By69cNaSxSG27VD4UCGtXy+bZkdHREuFpyt1yjgAAEYPlKhrzWZtYzc6ChAGJcAF+aIy09CAFPVtlsLd4qAmUwpUq1JlZK3EZtz2raMrfSKqTDkxFqStmVsDJMg2JbLamNkDOSFteu1XDdhKL/nw8MODLRtl2nim5lHI3nNd3bk3x6seFv8fN71ka1W8tx+vHOVBVGqAzmelfHXkV/3/IHGr9W+cdl/rgcdfiTkv8Zf794x5L+vH1Fp3TE43unmx6OOGcqzjP+5LDFpuj30WXdotIhm1Phx0zt83LdgpSgKImB6ccH/8uM/Lp0NSD147E6j1DW2run1evSiCNU0pDs7FCcnhMjFvjKGvTQlMoZxkogNerXato42TcNyvcYAKXCc52zOz5mkKZu6pjKGflmikJNCWdfETcPFSy8xiWOKxYJeHDN0+oz5ZsPbr77K6PCQye4uzXDIsixZLpf0dnYIXFZGEkXSXdLryfjJBT1pZHPL3Alut9/nof19vnx6SmstSa8HbUtUFFituXvvHs8cHsrJRmvedXjIy8slVSDBSJ6F6gN/7D3v4R9//vP0QilUS9qWDBGx+cRUhYxfGrdJT+KYflnyniefJO31xPmjFG0U0X/iCUprSUYjGbE1DW+99BIvbDbbVF7bNFv0jQMWOC1JL015+tlnufuZz2DKkqaqWAOnp6eMNxsJMlOKLIp4YDhk7lwyrZZqhO3DSux21utxMB5TN42Mr9ziq9ysfuAYM/zoR+ttr48Pais9/Y6cIvzNqLX+f0xmtEYC9ALnYNrqT5JEgKCS9uvKRf1jjNzsDvD45/U/b+PGcK21JHFM45idII5Jej1aB2BMWRLGMY3WhGnK9OSEwI32cA4kbQyxu3/G4zFvTqec1zWp1uTn57RKMWtb5s7y/unPfQ6bJLz8xhv/X2/j/18eURQRRxGPHhxw7e23ZWP3QW+11B5weSkL8v6+jGyKorMVr9cCXMpSaHi/oYB87Xjc9a54cazWXYJtEGzH1TjnDkUhH792TTaQ2Ux0BF74mOdY51ix6zVqf19GjmUpDHKSUC2XxD5pdzDAujZd1bZib14sMFFEW5bSEB7H9LWm7wr6doZD5mUpjE6S0K8qTs/P6SeJJH7Xtaw9zvGzzHMZvwcBgVIsVyv6UUSaZduCzwZQrQQvbtz9VBvD3Fr+U9vyMjA+PeWw3yfTmlNjeJwr7h2tMfv7HJ+d8TgCZPzYyDOwJaJ16SHaljOElamRdS0EVtaStS07WotcwL2/BdZWEq8Nci/cCEOaIJAeoralNoa+UkRti7q4EFAWBF0tAnT6kzSVa2YwEGDjAcFg0I1OfKM7CFM2m8kfL9DNc3kNr3b7+GvIgxvogJFfc7zLx//bX5NB8NWtz/5n9fH+HoQEwVdbnn0bswcqnr0Jr8CGKNrqryzwv56f83qWifbHrY9XpbQGtmnF7/Rx34KVWGt0XTO0UjBl65rEzdcbY0TAaS1hFLFerQj7fbJ+n5M8F88/Aj6WxrAfx1JdbS39gwPu3bnD0bVrXFxcUK1WYrszhgowScJ7PvQhnn/ySX75H/wDgqKQUjrYuk4id/Fs3IJUugUqVGKfLuZzdvb2mF9eSvR6krCez1knCXGSkCTJdmNr2pbBcIhSimG/TxJF5LMZ1LVkJIQhTz/+OK9oze27dymqisrZj6d5Tr5e07OWxWrF/sEBxxcX7Icha2tl8VCKfpoyz3Py83PGQOv0L8MwpO/0GbUxRG40YRyyVlpvx2E/+JGPoHo9Yqcsz9wp1Pb75MawNxyiVive/MpXYL0m7Pel/MyNTmr3/yUI5CK3Ygeub92iXi5JrSVfr7Fa849+8if5u//wH/JrL77I4c4OD924QX52xiSKOHPJswmycFk3EhllGW1V8f1/+k+zcjHqodbbXqQwknqDJEnE0WTEjocDEXUr1uQojkVYmCS0RvIjPGjYNkgjQMY4dgYQANRKo7J3KVkt2SitMURZRumExqUTtIZuZBQ4EOYZGn3lRldBIHkvbkGz7v8TpCmDJOHyzh0CNysejEbEWnP3jTdIHePj8yeyNOWJ69e5O5uRAPFgwMLrpIKATRhSNdLp8pu/+qs8MhxivKvhPnsEYcjheCxVFGUpWpWjIznd7u7KhrNadWMabxXebOTfi4V8fH+/E0feudOBi7qGJ56A//yfBbj4hlrfHeRpeL9Z9PuyAfjk2kcflecqCvl+Vzcwdx2piwsBTsZg9/ZgNpOSwDDEbjYyXt1sRA+XJKJxUWKht76ldzAgnE4ZJQl5XYsLBtGaBAjzkbgxU2mMOHyMtCzXbStR+khERNM0WGPI85wsmVDIVAAAIABJREFUjrdawTAMKd1hYNM03K1r5tZy21q+ZC0roGxbRqsVQ9vpVx4CriUJodZclCWXVuL1H0IA+x0jgW45cp/ndEJbjWxsPrvFg5oGwBhGxmDCUMCMkjLR1FrJZ7GWC2NYGEPPWsZRxH6aElmL6veJrl8X4bQv99vZkd+l730aDDorcdsK+3Z2JmF+i0VXDJhlHTDwIMLrWTwA8eycuWJp9gDFHeq2DIm3LXtxr2c7oLM1eyDugYcfJfnr8yqTopzIN8vkmtXOYu3ZxyvibuIYG0WcrNe8mGUy6gYix0L7Xj1rrbBx9krswzt43LdgZWxE/Wy1pue6KGgasiRh4wWqSFeMzjLCNGVhLbfznJOmoXICycDZcUc7O1SrFWo6pQ+0eS4CRa155mu/lldefpkBMCtL/q+Pf5yP//Iv82RRcE0p4jDk7SCgrWsiR1XaIEBHEVkjvTKNku6KwIotenp2JoLfpiF2+R/3Tk956MEH2VRSXT6YTEizjPViIRuXtfQHA3Z2d8UVU1Xcu3WLg/GYajYT0a87mWtj6A0G3H7jDS6vX6c4P2en12MYhuwA98qSVkkWyx959lke+zN/ho//1b/Ko0CvLAnrWtKB45i3yxKTJDIScTd207b0swztxMtPfdu3yWy8rkkmE8r1GlVVfOuf/JN84ud/nng4ZDmdMgkCTl96icP3vU82P5dhYJwwrGka6qpidzyWmoLplPVsRumslnWe86s/+7PYomBXa77u8cfZ6fc5fvNNdNvSNg0qz8XBhIS2tUilfT+O+fYXXmDh4s6DUIoWLV1ra1mWMlt3N5q3EGvnYCqcHiYvCgFbrfQcbefVDpz4EZBnQtw7aauKUCmqzYZsPBYKu22J+n0ODg8JrGV6ccH0/JxNnm9dRb6HRbm5r7c9e6fQ1rEApFlGqBSbxQLbNGRZRpWmssEMhxwdHVEcH6PDkDNnS58vl0TAw5MJ1x95hBe//GUe7vcpreV4s2FjpJ5gPBqRz+fMplP2/lDu9N//h7WWh2/cYHR8vAUd7e3bBMNhd+r19uPZTACLZ0M8FR+GQtl7Sv2pp+Rzx2MBJXfuyInag5cgENbE562AbEzGyN9HR7IZXB0z7O93Gxmg3Knaep3X+Tk2DGnv3iV065ytKlQYkjsXj6lrAclOJ4WSVvKkrgk2G3SaMrRSTVIpRRrH1JsNoVIMtCaMY7GhaslwSsNQ2Gs/8mkaGsf4ggCGIs+39RB1WbKsKqy1XBrDubXctZbPti1TxKFTAq8bw1PA88jIJtN6m+5cOxZ9hgCO68ZwAzgF3oBtqFwfGe/k7meJEXDjWZgIYWUAsqYhUtItN9Capq5ZNg37aUqz2RBFUseigdAdElESKWG/8hX5XQaBXAPQsQ1tK695rycBfr4MsCzl9S2KDrh6x5cxXXqtZzqughV/7XlG5OrneEDiNVJt+9WAIwy70Y5nXvwho207Vu/qKMhrXXxpo+8vynN5n//ZfJLvcMhiPuejiwWlK6oN3H2G+923bs2yrTS//5f0it23YKWnpYk4ACon6IqCgHGWsQRp+40iJoOBbEpAGYacnp4KInc3WFDX1Mbw8s2bPNDr0Ww2jAYDmrIkDUMevHaN973vfbz52muY1YpdpYjmcx4aj0mQDoosDLEua6BGXhzjwFSpNZETZfqThm1bAmvJl0uiwUDGPP0+i/NzNk1D3y0qVoll2LfvJllGMhjQGw7p9/sU6zVKa2rgwcNDbt2+zcZtYnEQSFrjxQW9MEQPBpxay6TfR9U1PS0hTXVVyehjPqdRil1AbzakWrNer0mtpOsWlZR9eaeVtha12ZAoxX//wz/M0lqG167RLBY0ThUeaM37v+M7+Pc/8zMUSjHIMhrgxU9+ku987jn5PUSRpGoqsUIGUURgLevlknyxYLFeE2UZobUcn55yuVpRRhGLMMRozShNafKcLE3J12sCp8Px4toaJBDQGL73T/0pzk9PacuS2FGsrbVbK7Fx6Zq1G7Eot2CC09S0regarLh+2qqSMs1WSg+11nJTOtBilSJyi4lpu/h/2hZrDHUt7a9+rLMqChHChiFJmsrv0bFP1ulhPDPjtTPWgTEQTZFyLJFtGrTWMgJ1Ar9527K+vGQxm0HTsEFYlTAIGPZ6FLMZszzn1p07ZEDfWtIgIE9TTvKchbWUFxe85+AAe3bGB55//g/4Lv+DeQwddf1u9zopYwgefriLu7+6kHqr6tmZ/PHiRi80zHPZnBaLrvTQLdjbf7/9dhcO5yl7f/oFec47dwToeNHmZiNalXe/W76P30isleZf58hRzq3R1rVUTASB1C44kFJbcdd5Bq5yQXTNZkO7XhMsFlRKkWQZUZpS5Pl2hFMrtU3TrtuWSEkbeOJASBBJR9S2DNUdYjxjt3bN1bWRCH3PhHgWpKET1PowOAXM3PNUSkSuIIJaP1KYAiMg7vfZWa+5RABPizApEcKagwhvve+kvvI8IILcCNhYS6LEOLBuGilBNIbMjUmXl5eiW1SKZLEQ7VgQoPp9eW28Df3oqBv3+GwSz8B4MOEO1dt8lfW6e99V1sOPevzbHmz4UZNnQfzXXXXx+OvLsy/mShAddMyMBzbWdgm5V4GSB0VXxf37+wLQ/Cgsy7BBwK/P57ypNWlR0GhJ3raeQbFSKutrStqm2a6r7+Rx34IV67QEgZsnhnFMnCQUsxnjJEEHAWmSENY1PaUo2hajFCd5ToFzcThavVCKwlrWTUN8eEgYRSRty8AVN/37n/kZntnfB6W4PZ9joohD13Ow6vcpr12jeO01AkenVsaIaLMsKRFg1UNscQlil7NIcWCmpQog7PUYHx5KwuR6TS/LxN3hhLVhFFEaQzKZ0D88BKVIk4QaCUT6mqee4s3zc5Z5DmlKEscsZjPWiwUnd+6QBAHjNKWnFDcODzm7uCBrGnrAZDjk7d/+bYZJwiNpKhQekGjNfprSqypyB1JUFMkiZi1hXRMBP/CDP0g0HFIZQ5xlVEiqJE0D+/vkjaTY1us1aa/HvVdfhaJAB4FYep31sdWaygVO9bSmWiyEiVkuaSLpSBo++CA/8e/+HWUcM2pbxoMB5XzOermkLQpsWVJZsSpincW3aUiN4UMf/CCrPEcvlwSjEbVjP+q6FgDgTy1hKDeWY+5wJwEPQD270biF2iq1Fcta93vyxYR1225dRTqQ0kJlpLDRVpWIrMMQ23RdKRt30kl6PYn9tpLCuxX1IhH929GTZ4GUZLgEYYgKQzZFQdTrsbxzh6ODA0xdc/fmTQGIgIpjhm40uXZNumVVEYchi6Yhrir6OzssZjMWQcDGaQ/+2Asv8Klf+iX6fqZ+nz3e8+5388rt23z/wQH2859H+VFO04g+ZXdXgAl046A4lgXav+3HOLu7nXUzz+XP3l638PvTqGdTfMiWP2k3TTcO8IWJvZ48b10Lq+NFnH7z8Z/b7wvL4uj9tqpoHZj1m1PctjRxvBV2Kzcyr+KYKI5Fx1fXNEWxvVZV09D3I3UXThkqEVqX7tpOggDrxOyVB+se0CtF5dbb2lo21nKJgJNTazluW/wAMUIASoZoTqDTpIytpe80bRMrYk3PxCyBtROt7xvDMaJzadxz+r+9BTpDgHni3h8rCcxLlCJFDiMDLWWG2c6OpPG6w/Aoyxg7V6je2+sC0iYTea03m07PURRfPa7xYKLf7/RHnqHzOShaC5jVznHmxz4eZPgeqjTtHEYePHhw4d8fhl/N5vk/3pVkjHwPD1I8APJrn7XdqNKx3dvRT+hKN73DSGtsv8+t42N+4eKCTZpKaq0SeYK3sPt92jiwa9ye9k4f9y1YUUHAKMvoaU0+nRI2DTs7O9xwlFSz2bCTZTTGMOr3KRYLFquV6E4QFG5B0hWDgMuyxLQtRy5+PLGWMs/RbcvEWna05m5dEwIDaxmXJVGaUo/H/LWf+zl+4oUXWFQVxphtu6dB0HxoxNoaKcXGOYMia6XBdjKhaSTRta4q7r31Fu/9uq/jcjYTN1Io5XtBFElDrqcbXT5INB5jy5L/5gMf4De+8AV2oojpYkHq7Im3j4+ZL5fERuyah7u7TI6P2YkiegjQyZRiuLvLk888w5c/8xnysiTs9QibhrEVi9+FQ9q2rom0JmqlLG0QBAwnEzllrIVkjd0mrt38NEpTtKOSaRo2jpaM05SmqrY9O6Ztad1cXStFUxSsnWVaO1CwUYpL4LKqeDCOqYJAmj7LElMUFHnOsqrYuGvEtC1REPAtzzxDfnKCrSVCfFGWkr9yZcNXWnJMlGMxcF/v27mt+5gvFQyd/RvYalqu/vHaEr+AG2M6O3NdE7hNBC0x+T68KoyibUR/awx1WW5HPvoK22Os3YbW4Z7bGENVVfR7PdIs4+z0lIPJRPRUScJ4d5eyaQj6fSYPPMCyKLBty+b0lFxr0QA0DRVw2rbMzs44p6PS/8QHP8jnP/MZdkYjfueTn+Sb/mBu7z/QR3p4yOaLX2TUtuLwiGNZyI+OBKycnHQOH1/stlp1p+aikAUfBEx46j+KuuRRn3/i/14u5WN13bUs+7TS5bJzHM3n8nZVyds+qt3dW9tUVE/Nr9fowQCd52zcpqlxwtOikLCztqXcbOi5TJdVXdOfTOR1L0vyKCLr92mPj1EOxOQOJNRti7GWnTSlKEsKp6HCSi1F7PR8ddOQRtE2T8Uqxbqqtg3KFRL+liNAwtIxHCEwBA6BodYsjaFwX+PzUwYOqPUQMe0pcHOzoQR26BJuvZ05cl+buPfFCBszciAlcqMKPzqKEGdQoDX7RcFoOCRzAuT46Eg0ia5x2zQN2luZLy+73J267gCov36gs7X7tz3zMhoJmPUjJa8p8eOaqyDEAwkPRrxA21uQHUu4HTNZ27E5V8dCXiflhd4eOPf73XgoCL66AqCuO7fRvXtyHWfZtlvtn7z6Km8BYVGwTBICKw5EzwIruqwr6ADMO33ct2Dluus7wVrGWUYviijWaxZ5TtQ0THo90YeMRlRty9l8vk07tHQBXnUrJVOZ1uRty3w2I3Wjkaoo2N3dpTGGO6enrPJcRKZty77WbDYb/tpHPgKnp8RFQV/rLRiqQXIzcBuce39rLU1VUbuxy/jgQAq+XNy/Bc5OTti/dm0LbCajkZQZhiGbqiKqa+IgYHllLBEA3/dn/yz/4Gd/lurykuPzcybWUhvDcDRiN8s4u3OHlTEkVUVSFCRaOnOoKtI05bXbt3nioYd4abFgXRTEUcSgrmXBcOOGwG3EgdaM+31028os3d9gRUG7WhG4xdvkOddv3GDz5puoqiLo90mDgFuvvcbOs89SuQhwozUmDLdMxcYFlvWAPM+JlaJcr1nWtYgErWVeVVx/17tYz2Y0l5ckbUtT1xwvFtQOaIRhSNo0/LGv+zrWN2/SxjGFO9VOHJjQiOgyCAJadyLSSix5yp0W/SmmNUZm9O5trTWls2d66/LV1FnlPs+/zxhD2zRYramcPkY7Ye2o35dsiiBAJwmL2UxYm1AqCIwx29wKK09O0zQyynLjn8i5yQpnw++Px+Tn5xTrNW3bEvd6rIOA648+ymRvj+ruXdbTKWgt7KK7duMwZN401O7/3FeKWGtuvfoqrFY8fnjIyjsa7rPHerVi1+tClJJF2osInUiV3V1ZkH1+htcdKCWiyuWyS5U9O+vEt1ejygEee0zElcNhx8j4EZIHSv73eHHRuT18+JcfJT30UOcY8qf4zUYagKsKJhNCpw0xAFZCJqvlkrAsScZjmlbSdQPAVBVtWZL2epTGUBrDJsvoBwFlntMaQ2skgVkBy7pGI3qSWCmKpqFwh4K2qqSXyhjWVbXtq6oRe3BuLScI4L3btqzgq5iVFBeZr11cg2eP3CPVIvhNtaTNJsZsxzs5Alx2gH2EcfEAJUVYlRgBLhmQBAGZ+7h3Qe4BiVL0tUYnCes8R1tLL8tQSkny6mAg8Qn9vvy9uyvA0jNwp6cd8+HHiB4cOIfhFpiAXFOewfAWdT+q8SMYtwZtH62zOHsg40eNVbUFD1uWpK67r/epx8YIQPY/o2dToLMreyGvUvKcjkG0m80W1CtrsQ4s/e6tW/yfrgjTaC12eqW25gatRMBcO1Y5cPIAdfX/9f/ycd+ClYe+9mtZ1DXr1UpeAKU4fOwx5vM52iHEMIqw1rJarwknE/LplF4QMGolIr7C2YCDgMbdRF+8uOBPPPss9cUF8+mUoN8nmExYnJ3J2EVr1krxRtPQr2t+46d+ivG/+BcS/tZIem1iLZVnU2CrKfBN0FmSUJUlw16P8uyMdG+PaVXx2p073Lh2jbePj9nf32dvOGTlTuBJlrFcr7m4uKDUmsqd+qI0JUsSsl6Pr33ve/n6l16iSBJya0nqmtXpKS/+7u/ybV//9Vuh02MPPMDtszMej2OmRcH//ku/xDdcu0Ycx0yNIUpTIqVItGbQ69H3N1UYEjeN3OTOqfSJF1+EKKIoS4ktdwtqcXpKs9kQxzEf+q7v4nd+7uconCBx0O/zf/zKr/DCzg7jnR0Sd+MZKzXzqqqY3r1Lu1pReECQ5xSrFX/0O76Df/3FLxJcXqLLkm//0If47L/9txxozaauWZYlKxDBLjBoGr750Ud59+4u1WzG+soiXBcFQRiSZhlRIImyOggInfvpKsPiwQeO6aqqCuMYD5TrF6qqLdjygPirrMxu/FcZIx1Pmw0xYBoJdAuQpmyUomxbcrfI+FRcYNuA7d/vnQ4eCPniTp/h02YZKzciUE1D0uuRjsc8+O53s55O6TmAXhgjlQfuGg6MlH0aa0m15sF+n/0w5I8cHvKJt97i0loW92nr8sVyyRNZhr11C7W314EWa0UEm+ddS60HqkEgoshHH5X3+/FLEAiY2Gzkjytz255kv/Ql+Xs4lIX/4kIAjLc8GyNalbIUdqUs5Xt6J4ZPuH3llS5RdzTqMluuxKuHh4ewWtGs1/JaliVxryfjw81mewIP2hYThqzWa5KiEJ2LA0alMag4xmw26CShaBpiEBBvjLQeG0Pp2TxAhSG1MeL48SNuaymQg2GLAODSSoT+DNGdtAjg8DH7l8ZggoAcYWMiOgam7/6utVigE2PoG8Mb7nOXCDgZImCljyTbavf2ABnHx+7zEvf3RIlhYARk1jJpW3pRhB2P2X3iCaq7d1GLBWY6leZrLzr1+o3JpHPMeIDgbb/zeQc+vc3dh7hdFcp64GCcvfhqmaG/FqDTsXgGxo9y/Of5MWGed7oXf+16Ea1/Xv//8M+V57Rlie7JME4phd1smK1W/NxyyalSXNOaI2vZmU55ra75ZNvyCs5lBds8qtp2VnALIh0IQylsbRoJ2vMg6R087luwMlWKyWOPMXKhTm1d0964gdWa+uSEZjZjdXLCyDVGTu/do60qRkHAgbs5L50AduMuAgVoR6GvFwsm+/ucLZe8+7nnmOY5w8NDsqIgyHPsasXKWl4/OWFg7fa0UDcSfRw6nUriTsaVP7E7S2vmq+frmrYsmc7nfPRjH+N//It/kTiOOTk95fHHHkMFAVGSkBcFURhSbTbSHRPH1Eoq1wOtsU7f8A3PPcev/vqvkx4dsbq4kFh5Fyo3v7xEBwH74zF9pThMEiKleOvkhH/8Uz/FB559lnkcs7O7i4pjpufnrPKco709wosLSmddzawl05of+dEfZXR4KKWLdY1ympG2qoiNIQ1D6rrmoXe9i9/cbGhaKRrsJQmPPvMMgyzjp//pP+W/+0t/iThN2VQVSRyj2pbV5SU7g4EkywYSJNQiF/573/te3vr4x3lgOIT1Wuhaa7l7fMyd42MG/T7hckkWhjyQJHz3Bz9I3TSYSCLqjcueyF14YFOWpHFMbzDAGMPGdi3KIWKV9E6cupbKeW9p9lDkak+Qd+ZcHQkBwrC4z9fGUFaVFMANBgQuuTjfbCRW3520rNfNwHZMdBWYtH6M5MZsQRBQu9GUz+epez3y9VrEj8bQH4146+5ddFnSrNdycgwCev0++XrNummIkoSyLGX8435HwXJJennJBx57jNYYzn/PCfh+eVRVxaZtUf0+5vwc7RkRb1H2c/6rugGfNHrvXiekhU6cuLvbUfhXdSk+xG06lc83RkYHV7+X1zL4SH1ru3RcPwLyH/PsirVb6/K2BM/9zKHfhByD1xQF4XiMLQq0A1lqvWYcBCIidwydNkZaiLU0wEdaizZNa5ZtK9UU1rKqpJ9naS1BGFLWNfOq+iqxLEh0/hxhV07blmPH3JV0Alt/mGsQfckwjjF1LdlDSOmkH+P4ALgSuSYjoDCGqXueBWyDKjPgYa/fsdKwHGu9ZXH6CNsSI8GH/SDY2pvbIKC/XsMbb0ircFHgW+1x+TRbR4/XmPigN89I+J6g4bBj1fK8a0z2mpaylH/7HqirLN9VTYq/njwI8Uy2Hwn6cEK3/2x/Vu0qGUajLtTQgxvP6DgWPEhTiXqIItH0lSXnec4n+33msF2HKyfeLZ2Wz5sZlBv/K6/Z40rGiluzgkDCPv+rYlaqgwPUk08KcnvkEZaLBZMPfICdoyOYzSjefJPkzTfRVUX7yU/Sm8/ZSRKO12uGjkaLtXRAJM6up4OAQ2v53U9/miff/W6efvZZzlYrtFJ86zd+I7/6i7/I+557jnOtGe3v89abb7Kua6IkoXLC2hq6bA1ECKzqmn6SoBEBo44irDHST9LrYduW69ev8z98+MM8eHhI3DTcfestHnr44a32xCIW1yrPiddrIqeZyOJYSg6NYbVc8oFv+iZ+87nnaEYjPn3njrRhrtc06zVRGBLGMZfn5zx14wbr1YrnvvVb+bPf9308eeMGn/m1X+N/+7t/lxeeeAK7WnH96IjpxQVNknAAmDimqCr6wA98+MP8xb/yV6SwKs9R67XkVTjA0pQlTdNQVhW7WcbtkxMe39mhuLggiCI++9u/zV/5yEco5nOSNGW+WhE562XQtpiq4uL8XC5wB/KsUuzt7fHDP/RDfNs3fzPrW7fg/Jyobbm8uMBYCX9rViuOAknP/JEf+iFeePppTl95haqRMLi2qrbFZ1uxrAMhgVf6O9aiNGYbnAdsrcxXgYhPlPXpjh5M8HuuhatBTbUb91hjqN0pXHvRon/utiUMgm0hHFdAkLl6jdlOd1PXtQi3s0xKEY0h6fXIPbBSSpKdk4R7t26hlsttNPrJfL5NFF677KC9JKGqKrKmYRDHFKsVQSiR6juTye/rPf2H9ci05qZbrNXlZTfSAdlgxuNOS5JlYkH1GRmeyVBKTtXQsTL+ZKy1MDRnZ3K69joBa+XrfWaLZ960ltHSbCbsCsj39htNFMnb0AV3nZ9jT05Ec7NadTbpIOiCuuIYVVVEDnSpJBGhd5oS9HownYrg0WnxhnFMWtdUwNBpX2oAY6TnxwGSTGuqupaetLqmdOteiWwoF4jD5h4yAirdn5bOteO3Ko075CHjnKgs8QHvJXL/aQdYBu537cfSsdY8Bbzs7lGvhYgRV9DGWq4FATECZgL3HJH7nFQpMvd1gXauTfenMUbyphzTyHAoTMpmI6+p16l455cf73khq2feTk/lNd7ZkbqE8bj7PM+YeDDiX3MPJrwQ14+GthdwtnXi4A7j28h7b2/2DKx/vwfdxnRMi8teaZNEIhKcwycYDFBRRKQ1n5tOuVCSHVYbCfIkDMUB6cCU8oyd26dwIDewdjsOCoNge+DT7t/v9HHfgpXJN3wDPPYYancXmgZ9fi4LxMEBxLGMWu7e5fill5guFjRZxirPOXzwQcKiYF0UrIqCozimLApqrSWGOZBI+TtnZ0xmM5qm4ZVPfYqnH3qIPSAoCmJjWF9eoqoKrRS5U8xHtiu9s9YSKkUcBPSThDiOidKUsq5Zzee01jIcj1HDITYIeOPll3nyuecoXex3UZbcunePRx5/nMViwaDfl2j+JJGuDVfEZpNEnrcs6U0mzM7P+aEPf5i/+dGPMgoCdgcD5ufnMpKJIqqmYW845OYbb/CPfvqnyR5/nFZrlkrx3Pd9Hz+yv88vfPSjvOvggIuLC8Ki4JlHHmFy9y7HVUWSJPy33/Ed/K2//bdZ3r3LcDSS2fl0inEJnaYsxdoM4HQ2xhgJawsC8vmcqm35lz/2Yzz/3vdS+3mnMcTu40kcY7OM23fu8MDODif37hGmKSpNqe7e5anhkPVgwMnLL6PrmsiNZzZFwd54zHyx4G/+2I/x9OOPc/zWW/SThKBp2FQVrVtkfVy9caJApcSqqbV09GitaZtGgqa0K1x0YAQHcjxwAQEmXuPiRzMevGxPSO79/muapkE1zXYEBTLead0YyrjfjR/3KCUhffrq8zgA5DNb4jjeJtzGSUI4GrGKY9EnWGmfnp6c0Ov1tkxR1jTMmobGfXxe14yAdLNh0uvRNA3rquLLp6eMnN3ai5/vt8dwOGTmgMdqvaYfBOjRqKPuvdPHb1JnZ8JmjMey0J+ewoMPyuecn0tPjA/Iurzc9jZte2S8ANcXyV1cdLqWKOqcPtBpUlyOCdYKKFouZYM0zu7qHF9bwLNey/fyro3lUjZMn+XhTuHa1Yf407zJc8Jej9alE9fGiCg+itgg+UOBlc6z1mnvlNY0dELZ2rFMCS4YE2FXMqTSo2pbGsRG7CG233qX7v0VwsBMm4ZvQEY4ze/5XIuMbgL3PQIkHLQEvmQME7qRewwcA2nTcC0MGcFWc+OBT+qeM9DitPPW6DAMicOQIElEqzEcYlcrtB8DJknHkvisEX99+IRjn4g8HMr1sFzCa68JY+YD4PzozwupveYlDL/aQhyGHQjxmSlKdWNID0L8dVdVnQPNj47G464HCDqhuIuKsNaiJpOuODNJMFXFbytxh220BGiCOB4Vbjzt1qe2rrfvD65o92JkP/SaQF+j8s6HQPcxWHntgQeY3rrF5pVX0EFAP005qmuaz32O5PSUXlkr82ZGAAAgAElEQVSSFQVJv08zHDIDCqVowpDhYMC4rgmtZbFconZ2aEPprihnM1KtGfZ6XN68yU6/z6NhSHh6yve8//189gtfQLUtWZIwDkP6g4G0No/HlOv1dlFv3QuZGkNgDNoYBoMBPbcoWWMY9PvYXo8gjnn6Xe9ifnbG/t4eNA3vevhhLu/dY3l5yTPPP8/ajSJCpeT52hblwtSqpiG2lriqsFoTDQb85N//+zRuAw7CkM/+4i925Xy9Hjeee45sd1fq4eOYLE1hs+Gx97xHwtnWa/bCkOSBB3j8qaf49N/6W/zlH/1RvuWFF/jeP//nqV56ibRtae7cEVqwqtCVdI9UZSnNvu6kf+EyBxrA1rX87uKY7/3u7ya5fp27yyU6yyjdjVjkOas8J2xbHkgS9NkZ9d27XEYR58fHBIMBiVLsHR0xu3mT1C0OaZry4x/9KBdKsW4aWC4pLy8Z9XrUgeRPxKsVUV2z0pqyqrbsA0DjrMRWa5IkIYpjoiTBKIV2rqLG3/zQsRtXWA6Da212v2vfP6Tda74dCdExO2VVEUYRgdugGiOJoMaJGpVje6CL27dab6lWH82vlJIOlrYlimMR5jaNtES7Aj1tpZ7du9F29/dJ0pTp5SWPPPEED+zu8vrnPsf7XniBi9dfZ3b7NqoomFlJPK6MYTwcsppOu5qE++yRbTaU4zGzNCV56SXRGS2Xcrrs9WRjmc8FkHhAoVwK6MmJbARp2hUY3r4tm8Fy2Ykqff+PBw37+/K3p+dBNiyfWeFP5trZnb3zyNqubfnq5uVHVJ7K9+JJD4xBrPFRRDGfE0URYa+HzXOUc7GVRUGaJBjPhjpNSh0EIoC1FuWaznUUESvXZWUkIVxbiypLUqVImoaibVkgLMkGASGrptmOeRQCTir3domMbnxDuo/KfwX4miDgYHcXioKz1YpxGEo7OQKKJkqxg4yaelozAb7oNsnafd4IGS3daxoWYcgusBOGxE7LEcUx40hqWPyIInX3YYvThPV6qL09Kd7zIzzrXGJ7ex2TtlgIqM2yDhR41sULsa+6fnq97nN94Ju/Luq6Gw36EaR3F3nmxQHW7ajQ69q8fdlb8b2uzD+fX6uyDDudotIU2+tJWeZwKNdjr4cNQ263La8VBcZFOWBtBzbc62Hd3mboDmdGqa5HTanu8OfWi9ba/7pC4YKHHybp95kEAcVyCes1s7MzorYVB4OLeW93dxmHIfO330YnCVm/L71CSpEGAbO33pICOWNI05R0fx/btlI0WJb0s4y9Rx+lXCxow5CdgwPqiwvy9ZooSRjs7HD08MPcuXWLwlHJwzSlrirRYdS1pB06i3RvNKIfBAT+hQ9DDBAnCSrPOTs/59q1awyGQ6xSXJyekoah9BAhm17jNqokkIJF64BLm+fEvR6Rsw62UYSOY5n79vuYPN+KN2tPB1pxkmhn/1XGiEsoScjLkqjfl4A5pfjHP/ETtOs14XRKGEVCBbsuojLPCY1hU5a0LhemyHP5/2vN6No18vNzEiVC2l6a8pu/9Vt84Hu+R7QsbtYaALVz/6yWS8xyiZnNyGczvv37v590MmHpkHxRlvSShDwMxeY4GjFdLJhbS288pnS/48BaSRSOY3SWYcKQLJS6gLqutyFFvmEZoCzLba6KDUPiKNrqWHzJ4ZZRcdfkdjzkNourriCD3NjmCpDxC6Qf62gtlm3tNyX3nMrTwoB2PS6+CyhyiwJOz4JS2+6iIJAo/3VV0QQBWZYJxb1YsFqteGA4JKkq7s5m2Kri/M03uffSS+KmWCw4vn2bw16PVVURBdLjpJRCOSYq9ae0++yxvHOH3evX+dTNm7ygFEVRsJsk2FCKIrebw8WFbCpVJQu5q2nA2s667Lt4fN7KcCgf8w26niHJ8+4k7C2rSdK18PrF2zlPmM87bYy3P+e5/DxefOtP4X405N1Ky6WExlWVFKM6BpGmkYgBKxZ4awzzsqTf7zPdbBiMRhRlycAYiroW7VTTEBnJUvFA3CLA3tv3G/dxb3GfWclEiYFxGLKxlqJtt5bqhi4+wjOG4EpRgXPgvG0pLy5Iw5A5Li7CncgT9ycAsSC7/8+bxpAjjImi06b4WoAF8Gpdsw/saClHtKMRcdMQVJWEA/r8GTcStmEoG7lSnUj54EBe2+n0qy3FadoBjygSMOvHOD4Erm074HGVKYHO4eP/3bbddeGtyl4we1V/0jSd+8yzZmHYfS9/XWVZB6J9yGeSyDXvBLc2CFCjEaaq+EdvvimstxUdCi7byQufgW3Kr3YjbaVc5pTt3JBb/R6AMduYh3f6uG/BSpFlPPb884Rty+tf+hJRkhArRdq25MYwb1tM09DW0lSs2pbBzg5NHMuJoJFadb3ZkFWSXIrTCIRVRZRlZAcHRMMhyuWWnJcl0c4OoyQhynPSJNnqBLLxmHg83t7Ai9mMWmuCuibo9Uhc5D9BQDYYYNqWOElonECrrSrG7uPL5ZLB/j5tXVOXJW/fvMnu4SGNtTRK8jdCd5NujCFRisSJ5axDwMrdJNrdQJMHHuBiOsWWJflqRRbHNJeXRA8/LBRo29IWhYT31DVpr8e6lr6QYrmkuHuXttcjdTPK5eUl/cGA2kjpoLWW1l2kjZGsj7JpMEFA2uvxnm/8Rl76lV9h2OtJKWFZ8urv/A7f9Rf+AjcvL8nCcNuSvVwsGCjFeDTi7vExk16P/mjEjaef5u3VChPHxPM5iSuJXCtFZS02isRmm2XdaMUYAiXpuEqLPdoGQceSuLFK5TQ21oq13DgtSenEtyZNJSXZLQre8WOu3Hh+LORvUA3bJMe6qmiu3MA4JsQYs+0yabyN24EV62yCgdPrwJVxlDu9bDNi3Mcb///WWsB3v89mtSJIU2InxDVhyP7BAWevvkp5cUHbtjzoyi7tZMLucEh9ccFBmrLMcyqtabVm3UoK76YoeP5rvoannnzyD/We//16nM9mPPHkk3zKGP7oAw+gb9+WeyFNZeSyXsuGlOcCDIqi2wz6/c4+GgQCSmazLkBrNpMN5eJCmJkkkU1sPpdNaTzuRgDrdef80LpLPLVWQEzbdvoTp2exSgLflBvXsNkIa2PM1gZtk0TE2cB8s2EYhsKyuPsCN/qMw5BysyEA9g8PsdZKQGFRbF00ZRiSOqYvNNJQPy1LdBwTOT1VW5YYOjYjU4q1tZQ4FsUBFR/WpumYFn/tA9uW5QjJTMncungBvNK2/KUgIFVqW1A4QliUVCkS4Gu05kVjGMH25/GOlIH7/8QI67MwBlWW2PmcQZIwCaVgtFKK87pmL01RvZ6kn5+dER4cyGsyGMjvPAyFWfEC6ZMTeQ0nE3mf10F5IakTpW5HOFf/ePDi7e+exfEMjQdEV8GHF9JCp1Vy18bW8eNHQ14wfpWl0bpzJvk0WkC5seU/f+UVvpDnNEqJy8cd7kIPOhzLBjIW0h5ouTWuNeJ20m6N8qMmHxToD3Tv5HHfgpVHn3iC4zt3yOdzCTUKAlaXl4RNQ+rpqDjGTCYifg0CijzfZp8kSYJuGjJrSd1oxTQNtixJ5nNMEDBNEr7hO7+T3/m1XyPr9YSKrGsR6C4WXDs8ZFMU0hfRtmhjJEOlbZlMJqyritg5XHp+83djmf2DA8qypHDUa+bQ/Ol0SjGfUypF2jRkQcDrr73G2loefeYZGjeCssg8OEBotU3TSACUkRyPdrUSPYxjBo4ef5zF66/TrFbsDQacr1YUl5f0Dg625XgawFpCY6iLQnJKgoDFxQXZaMSybbncbGg3G6IkYV4Uoq/Q0h6cDQZbG2O52VA0DWmvRzoY8N5v+iY+9Qu/wKBtSUDGRFnG+uICC+RVJYmoWlOs19JwagzxeCyamzSlCAL0YEBoDOuTE0ZaUylFUVXk1rI/HlP5kLa6pvZjDyuOhsaYbddJa4xk17iOJA8ATNtuI/MbR7GXTSPOIaUYZZkUIHpGAydwvXIzWs+SuPe1TSMNtI5VCRywBLH72SAgwC3qWnJNvACx/b/Je7MY27Lzvu+31trzmWq6dedmd9++bLKbTbNFioMc2o4Ui4ZiCyJEWR6J2H6wDcVDEsB5EBAoMJyHPNmALYSKo1hOFNkGaFkD5RCmZFmiqeasbrEHNvv27b59h7p1azjjnvdeefjWOqdayYMbEI1ceAOFW7fqnFOnau+91vf9v/9gxS7d816U66yUO1frTCA/P3ZojdaaKAyZnDvHajqlX63oypJ6uaSYToVXpBRxHNMGAbZpePT8eeZlyf2DA/qmkTBNVwRVDtkpgZOioG4avvPii1z97t7m35WjXa2Yn5xwOhqxvHaN8P59GZe5AE9lnEx5PJaPw0OBx32X7Imv1m48Lo6OZCNwZEOGQ7h5UwoWP0JqnUPuWbVGWUq3+973SoHjNx4fTNe2GzVQ04ivSpbJc/ym6YmZrhCnrkVR49CPtm2J05SuLNHDoRTyWnN8eooJAsrVing0Ekl+2zIvCsIwZFqWpG4cFTl0LW8aRlpTuoak8YVIGJK6seWK/zc/5Sx64ntqwwZdsWwKFYVcZ+WZzw+Bn+86/rZStEqJMkgpYmvXMuRaS/TI633PWcxPuUbKozIjIFNKPF5WK4K6pgsCsjAkNqKK0x4tiSKRLFu7Gc94xGuxkHMeBOKD4/lExsj597wRn/mzWm2QNn948mzbbkwD3Ua/Hu/4osMXBJ5P5ZEZj3CeLWA8J8ojOP49e95UkmyuV4/mOKuPn3/hBX7p6EgQ/Dheo7XG/c07h/4qj6Ccac48v8+PiOQCsGujwM6KYVwdvPPS46EtVmwvZmdPPv44i7KkX6144fCQynXDjetQwjBExzHxaIQKQ2o3ngnCkKZpSC5eRHWdEISspOkmeY61lrosef3+fZZRxOTSJbbOnSOqa/LjY/bdWOfw8JBeKYbWYqdTmgcPCJOErXPn0Ccn9KuVELuGQ4ybSSdBwPVr1yiKgm+99BJjl3qptObGrVtkSUIxn3Pvzh329/clw2IwoI1jZrMZQ2tlk3MQXdeLg6RxSELVNDKXdeiSCgKirS0WRUFsDF1R0MznLB48ILp4kd5JdnXbEjUNi9kMtb3NyM0+W9cVzJoGbSX3oyoKvLGeDkMmw6HMIgGspShLlNbELoVz5+pVcivW24EbYaVK8Z0XXsA89hhF2zJJU5anp9hezM+iJKFOEmwUsXvxIunWFslwyOzBA8IgYGtnh5PDQyHNevdMayXhs5UU2MZ1KF0r5mld70irfhyjtaQ9A9qNg5RS8lruOmvaFu0WeIDEkcWUlnwlzhBqvbTYozR+9NM4JZK/do3vQlxxU/U9kUde3DV+lkTrX6vrOim0g0Dk2K6Q8cVTGATrAqnIcyathHvOG8knMU3D4vhYAj6ThK6qGG9vszo5EbVaUTAaj+lWK+qqIm9bWmNY9T11GHLaNFzb3kZ1HVMf4vaQHaezGeM33+Ti+9/Pr7z0Ej/aO+JpUaC8nf7WlhQPo5GgIY7TRVkK4uLHNPB2i3S/YSwWshHcuSObUJZtTOM8MuNHOFm24UJcuCCFjy96fIftjRdXq80m5gm/ZbkeVyr3fePsEgZaEwVi7KZ7IW2jFLaq2BsOaZpGUEmAOCY/PRUEUimCLCMLw02mGdJFN7CWqhoQdNJu1D5eQryDFBktgmik7kOxMXTzG5BHXHwBg/te477WA28AP9e2/O0goFRClA2BgTEkuPwi9/7u9RsVn0cdvVy6d/8axBMktqLoa9tWEBifgu0PrwALgo2s2CMZTllK32/OuTEb99itrU2BkKabSAZfTPixo+dGeVRktXq7B4tHRM4WL56I692NtX470dYXNN7B1kdG+OvOozD+eQBlyRdXK1krjeRJocXx169Vfu3q/XXTSbRCfwZZ0YgYwfOsTNfRODTGwtvzt/4Dj4e2WPnWr/0ayWjEQZLQ9z3VasW50YiVu/mUkoTearWScZCbtxNFVG5U0ShFeu7cen4bAJHr5oM45qPveQ8mCHj6z/wZDk5OyE9OKGczhnXNaj7n3ukp3/dX/goEAb/3sz/LYH+f7UuXRMnhfg5hKAFakwlZlrE4PaXtOt68dYu+ETdWgoDzV66w/cgj/Pprr5GfnvIDH/sYB03D7cNDVsDW5ctc2d9fE9tipwrSQFNVAq91YlcfWospS+FpGEPgJG7T5ZKk6xg4/sILX/oSf+IDH2B2dCTx8kZ8GmK36DZlSaoUXVlSLZfYtpXMn64TObXWFE7iWh8eilJAKUEk3OfKiiEZWcb+E0+w/Pa30Z3kLsVdx2/90i/xqZ/8SY77nrooWNy5wyAIMFXF8WwGyyVlUfCup55i2bYcHx0RuhC1sihYnJ4SRxEnyyXngkCQFUdG9sQ5v1j1XbdW7ARK0TuyWH+Gq2KCgKBpUG6MVbpZfeuJgm7sExhDFsfEQbCGr982h/WjIff3Um4U5VEYn+sDUjAFrmOxXYdxSqS2F7Ja10h2kdaaPM9lpKU2EQFect11krsRRhFN2xI0DbfeeIOR1vSzGTrPSaxld3ubpUMRzl29StA0FKenfPPFFzFhSN0LaW4yHlMWBffalgda8/Hv/V6OvvMdRosF3f377Hk3zofseHM6ZRXH/OH3vpcb4zHptWusvv51jMsSU17t4TcPv1H5f+N4Y97mCY+e2Og75/e8Z+O30rZSgJycbL4/HMrGc/eujBPyfPM6VSU/o66lIElTeZ35XEZ/PtXX8xIc2qOslRTmolg3a4kxhGlKneeEk8nahbSYzQijCBOGDIZDIcM70vQwlBwy7caji+VSTCiR6781YpqoHYehbRpJ5TaGsO/Zt5aFUhxb4TdERjLAthDUZY54nLzFRkbs5f8W2ei8R8daoYMUGy8Cf6dt+UwUsbCWy0GA0ZqxtQyDgItdx5W25fe05kU2SqWziqKcjdy/V0qar64jDENWQF8UhKORhCGuVih/PjxC5q8Dj1w4ZdUaEXPoJ1rLeMgjcJOJnGuvBlouN0TZMNz48njUzRc4viA6K2X2hbFSG/6K99/xCrOzXBbvRgtvL5T8mOrkBJtl/PRLL3GnLNcoVaA12j1eaS2Br24Nw61BvSv2vI2DJ9fi1mDdNFTW0rgiuHOj6Hd6PLTFSnD7Nn2astIa607Cg7ZlK02p2hbaliAIhK8QBCi3wTZNI8Zq1pJEETqOxUI/DAmSRLqM0YhzjzxC+vjjFFpjdne58sQTciFMp9jFgsl0SnPzJr/x+c8TWMv+/j62aYj39tBdRzGfEw6HROPxWiKrgwCVJMTuZFqtJeG57zldrZgfH/PRT36Sj3/sY/zTf/SP2H/6aZbWEuc5d159lVtXrjA8d066h7KUbJq2RTuUyABFWVK3Yt4WRBF9VdFocXzEGMIoEnnrYMDJfA6rFZMso2gaqZ7blrppiKJIPDqsZbpaQZ6TpilVL86mfpNMAvHcUEFA7QqDzo08tDF0bhGYzma8/9ln+d3XXxcycF2TJonEI3QdTZ5jlKJcrRhakUrGQUARhuRAtLPDsmlI0pT68JBR35OE4RpZiqKI3hGHrSODGleYWLfxK/extr3vXFy5e9/aGEKHlvixUNs0IqF0XUTtIM0A6KqK0vlNGCWp38YhZF7mBxuOirzMBiXB/R21tbRao908O3Zz+RCRVfpxj3Voj3KdrjZmTdANgkD4NO5z48iiTdtSFAWz42PK5RJV12zt7PDqG29wZXsbGwRM796ldOTsVZ4TRBFtGHJnuWSqFDNg2veE0ykfnkxYrlbUi4UYGz6ER9G2HE+nvPrtb/PkM8/wap7zeJLQhCF1KCGm6+745GRDmt3akiLjiSfke8fH8v0o2hhzdZ1sBPfubdxIvWX/WS7B8fFmXOBlr7OZfPgQwyTZjHjqGhvH2NVKxlR+5DAabaTLSYI3DlyHYBqDTVPCQLwxzHwupFKlhFQfBDIi1JrKmbFZ56fjid7aGCKlxCwxDDdOpUDrmqJYawbIaLq0YqaYIW61yo2rU4RnssXGFt8XJ77P9hyWsyMkX9D4AqYAfqau+RuXL0v2VRQRufeYGsMgCNhuGo7blgduU+zd+/WHd4Veai33rzE0xojQIUmwcUwfx9LIao1qmrcTof397f5Ga/KsJ+F6d1lfWEwmcl0sl5uYhf39TZZPUci59p45WSbn3XOYPMrixzYe4TmrCIJNcex/tiflWrsZ/fjCx7//rsNOJnSLBV9YrZi582C1RoUuj05LFILPfPMFSuvQE6+AXKMt1q5Twdte0pb7M0gNZ9bH/9DjoS1W+tdfp1CKaHubCmiNwUQRB25eqZS4u3Ygm5erouM4Jo1jiqKgdZukDiXR1wYBJk2Jh0MmFy/SJgnZ9jbLomAQBChraYKANo5JL19m2xjMuXPih1EUmFryNurZjNwRUSOn5Gl6CTKMowgdRaggYHp8LO/N8VruHx/zfT/6o/ziL/4i//Y3f5M//f3fz80HD5iMRuyNx9x7/XWeGQ5hOCQYjaQDcZ1NlGWEUYRVIoVd1TVRUaCtXZssKWMomwbjOn1TFCzfeovh+94n6IASc6PYGBazmTi6zmZUiwXNaiUGT3VN5UzHeivEUX/x6b5fIxAKGXe0TUOlxI7+3c88w2/+/M8L56PvsVXFIIo4Nxzy8s2b0oGVpYxFypKjgwPaxUIIWaMRJ8sltiwZtS1bScJqNpPnAJ3WFEDvfFIUEqXgYUvteCraISOd2zTWvihalDgWJKkZyRHplPhEVE0jhFtHzF0bISlF4uyj4ygiRhZCz2vRSpx3eyt8ltZ1Jd5rQLuxlOfJKL2RqMduAdJBIH9Xd956dx6U1iQO8rVBQAPyHIcYWdfZHh8dUVSVPNbxDS489hhNntP0PceLhcC6ZckwCKjrWuzPo4ijrqMAzinF7LXXUHXNSCmGOzvUDymyUrYtOs9ZnJxguo5/Nh7z32cZaZLIBp1lUpj4UY8PLrx6dY1wrLvpnZ3NBhC4/KA8f/uG4fktHm73j/Ubhrf89x27d7HNc/m+2yS9KGA9GvIBiU5t6CWxYRxDUQhCqhTt0ZHA8lkGSUJ3fLwJv/RjKysKnt5alm0r3hnuXvYIJF2HbRqqumboxged1oTudyu7jqVDexOkUOkQMmzrVEFjR/y1CHekQQoRw9vRD4+ydGwKlth9PQFeAf7PO3f4r7KMom0ZOi8rqzVh2xIHAT9SVfz7puFlt7F6Powf2SpgFIYEo5GgTFFEqzWVUuwOBsLHCUNUGG6QL4dMrXkl/l+PcsCm+DjrIOvJ1R458WZ//jlZtkFLlstNkarURsbeNHJ9eLTFj6LqeoP4+OvgrEkdyLXiTeQ84uJ4LHY6hTjmX926xUnb0iklIbue2K/U+lwbtVH6eCFH49au9Zgb4Qkpa9fJ9E3TCIHfiDll53/vd3A8tMXK3W9/m2w4pDo+RrtKuIkigc+NERVHmsoYQGuCNJUxCVIxRkqJeZYfEQAzZ2etg4C3bt7kXFUxLgqynR2oKqrFgny5JHIdk4pjJhcvsnvpEuViQRLHnLz1Fn2ek1y5wvL2bVbTKc1ySegqzLrrKHvJpokuXaLf2SF1aM/N115j9fnP8/T163xtPOY7v/u77OztSdecJBy+9Rb6qafEOj0MicJQ/DSMmJy1fS83ne8mum7tp0DTsL2zQz2bUa1W4gDZ99x86SWeefJJ6eCdNt8XE7OjI5LlkmGa0pQlxLEshEqxWC4lkMp1bH6Gadwm7QP/SqfzPz09ZUspbBCQxDGBiwCIgoBf/LmfY/s971nnEQ3imFXbcn5ri0XbcjKdCvSMGA6Vec7S8XKaqhIUwnFmUGKJr9zoz7vTql5s9n1ejx+ngcju+q5b/79XQoK21pLEMaZp5ObrJf+kqWsZu7hrq3LdVtQ0pEqIZlkUEYWhdIltK+fJEZYBGZW5AmY9DnJdbOPeZxsEJFEkC0Hbys9DFlrtNr6maYjjWNQdcSy5PkGw5reErvgZb2+LW63W2CDgyuXLtNMpp2++Sb5YEDjOk1JKritrOaprCiSp9ooxpHVNNh6Tz+dUyyVXH330u32bf1cO3fcSb1AU3D84IJ5MKH7gB0heeWWz8dRnkm7TFB55REi3XpbqURIP3/vNyi/CZzeO8XjDSfGbi4fhPUfGF0heseF5B3kuxctZwqQvbHwoXZ6/XaKqNQyHqPlcFBnG0FYVUVVBEBCMx5iiEEWGtdR5LtdF10mR4q5rDVjH58NamrYl0mKg1vY9vRsRdF1H3XU0Xbc2WmvZFCqOUUGsRHlXdB2J1tzte86777/NSh8pLGqkQFmyMXAbua/nwBeBPs/5q1tbtI4Yb5SS3xG4EAT8qbblD5Ul/7ZpKNmog1rXQJmdHSmGlGS2aaVIBwPypiE9OzbJss0YxRee/vBIhS9c/HjFI2D+XHuCrbfs91wnfy05mgLj8cbluK6lcDmLnpwtZGBTNHllmUd14lh+phtFr+XzHtnpe2wY0qcpv/Haa/zc0RGFa7B88YpHltz10LufZ3Hqx983BvIKReOeF3adpHv3/bp5VLEkM7/T46EtVirnvRG4yjcZDEi3t6mtEEDRmvnt22JJPxqhs0zGMUkijqAOIou8eZbbeFUQEPQ9xf37HK5WTG/fJt3bY3tvj75psHUt+RnGsLuzw83bt9nte6KdHQB2nnxyTWDdvnqVe7dvk9+5Qz2bUVSVQGpty4c+9Snq27d57fd+D12WDKuK+e/8Dv/F9es8evkymbVc2tnBAHlRUOU5CfCFf/2v+YE/9+eoHNzWuAsxiCKMkRA+dQbxMEhxVlUVo8mEufNS6ZuGrix55etf55kf+iGKuiaLIrRbuKo8x1aVuFdqze9+6Uu85wd/kAeO+BU61U93Bqb0NvGeX6GVoq4qsekOQyZxzGA8ZnlywoXhUDJaioKTGzfYu36d/a0tHuT5mm2eLxaEYYhJU0ySkFcVsVKkrjewKUoAACAASURBVLNsqwqlnXpoZ4faqWl6d1P0nXin2LZFu9GP55a8LbMH1uoa3L8aGcEkrpsw2hEVtZY8qbpm4dQWtf/d85xQa/EpcZD0KMukYHBjOu3GNl567G/0wG5Sm72yqNJice4JwdZKxslaAYSo2sIwpKoqArdxxM5htkMcSaM0ZbS3J0qRqgJHRqZtWS0WMoZqJeRwlucyXrSWsVJMjOFqkvB4GDI/PaVsW3YvXOCDH/kIr96+/R/jVv8DP6zbTNqm4eDggOtZxrfalo97F1vPKylLgepBvuYQCx+cuia4+g3KbxTDoTzHFzew2bzOdtr+ub448QjOWY5EHMt7ONvNexdU/1p+BOH9Ovy4wjVZZmsL4+5T64slxEvIsHEijZUiDQLKrmO2WpFmmWwQq5VknPU9i7qWddIhKJ6DUDfNOkuotHadiuxRFs9DSdzPWPb92vo+YOOGm/L2kEODFDOde50UKViO3Wu+DPz0dMp/PR4zgI2E223kURjyRJLwSF3zrariy1XF0plSEoaoyURUUMYwHA4lnsRaojSVv08gzuTKFxiwOaeelOrHQGeRFq/y8SiYR9K6bjPOiSLsdCrS6MlEEBzPe/GFhw+89EokV4iu30cUyf99sXwW/fHXgx9PZdlGAu3GytVsxmdv3uRf3r/PiWvkWne9KiWScP87eqNTEETff6z9pNxaGbiRnCdf1yBofisO2apt10Gz7+QwP/VTP/VT7/hZ/z84tl5+memDB3RlSeZIZYvplMXJCc18zrVLl6hOT1mdnhI0DdVshmlb+qqiXy5RZbke29imEY5D15FYS+Z4A5ExbE0mtH3PyfExg9GIvd1dnnvuOcIgoFossFUlZLXdXQLPznbIhLKWrfPnOff442y9610MLlwg2d2liCJuvvUWr9y7R+kC94y1hH2PWiz4lZ//eQbWcufGDZ584gn2r16VcchiQdv3/PBf+Au8ee8eQRQRBJL30zu0oPcXkBLiqEXGMaExXL14kZdffJG2rmm7jkHb8uDOHR597DGM4yuEec6Nr32NuKoYWEsaxzTGcL8oUJMJO5cvUzteiwJxu3UIRtdvTM/63ilw3CYbBwGr2Yygbbl74wZB2wpJNU1ZNQ3Xn3xSEIWypJrPMWXJ6e3b5IsFnDvH/gc/SG8M4zDkgtbkh4fopmG+XFIYQ7q7S60UZdcJotJKwBZW/Epar2Ry3/Mqnf8vnxTvD6BxaIdSBEoRak0WRQzCkEGaykjPGGZ5TlVVzBcLThYLTudzHhwfczidcnhywtFiQYMsuF4x1bqOYw2HKmHKd24kZc+8n7V3i9YysrKbuXBvhQ8VukLKuOshCCWKvagq4ixjsr0thXIcYwYDemuF7J3nVMslzzz9tFijty2rqqK2lie2ttgrS871PVd2d+nqmicee4yT5RKlNVmSsP2X//J/zNv+D+T43/7ZPyNzY9O8runLkvn2Nh/Z3kafnqJGI+le3dgEa6WAuHt3Q5p16djrjccTY13kxNqgzas5YFNU+IVaKfkZvoixVgqhPJfHzmbir3J6urF3v30bjo+xt2+LcunBA/n62Q7aIz1eUeK7dDdGUk1DW5b0dS35LU1DFIbYMBRRQNsydt1v3zRyr7gRJsbQG7OxtXfj9dCNLqtOXGw9v8RLkhVSlAyQgiNTitgVLNp9zRc3ozPPw30PBGVpgfewKYIMwn/53ariehiy64pL5Ys9hzKbKOJilvGhJOGZKKKPIspLlwhGI1ok7bw2hsu//MvYy5fh2jXMSy8RnTuHnU5Rnlvk5b9luXn9s0iLV+CcvSZ8gdu2Gwt8931lDEZrTm/cYHXrFsFqJXlVJycwm4kvjufJeCNAXxT5Dy939q/vyeFufEMQbMZAYYiNIlQc83Nf+hL/0717fGM2Y9Y0ko/GRhiBU5FZHBel69aNYO3W+9atT9Y1T75QGQUBwyAQLlEQoN2+VDu/Kas1f/uv/tV3dN8+tMXKv/qbf5M2zxmlKYkx5PO5uHXO54RNg85zpoeHRECb5yxPTrBlKZyFuqbLc8JevFUCkCwIazF1TV9VLJdLBqMR4709wsGA8dYW9+/fpyxLmq6jXK2wdS3ExCAgHY8JQwkopK6xRUG9WMgGrrUgIMBgNCIdDqn7nuFkQtc0mDBEK8XWaMTnP/tZrl+9ymsvvEBmDLOTE7b39nj9lVf42Ic+xM033uDefM7V69clzblpaLqOOElE+WMMyi0mSuu1AsX2PePRiJdfeIHUdc5x08jfZDjk/OOPczKfMzKG57/4RfRqRVjXmDimTxIxC9reJhyNqKoKb2gGbBQ3Z0YaXdvKGMp1hG1dY/uenTTl1ssvMzSGENjd3eVwOmWxXHLt+nWqsqQvS8qTE6b379O0LTvvfS/Ju95FDyzv3OGxyQRbVcxOT1FhyLwX1nyFIAldJ543uJ9/dvTT+1GK53qcQVnW4Vru8R7RUPJLbsYC7ncMwpAkSYjCEKMUdVmyXC5ZLRbkVcVstWK6WPBgOqVwBV7vIHRPUO49yqK1IC2IT8FarQDSBbkFSjmYHo/CKPEuwPF0TBiSpqmEEzr5tB8VxnGMjiISV6z0nXhkTLKMQGuKopCFqCwJrOWZd70LVit011H3PXlZ8uGPfYyyLBlPJixOTtj/iZ/4Lt/pf/DHL3z2syTOuVNbkXlfuXIFu1jwiFOCYS1MJuJTNJthb9yQzcWPBM6Oijy3xHfcnl/gxzMeOfHy08FAHue73K2tDYfB2+9rvbHPd66za2VHGK4L8TUvxhdAXlrtNyrf3ftRhbVYJzAIjJhG9o6bYdzm1LStjDa1qDeavhdvDARJoW2luXIEei83bh2qopFxTuvQPe94miA2+Yn7WqA1rRtnRkgxEiLFR4IQdBNkDBS5z32mz5hNurLns7zWtgRFwZXtbdR4LAWG/zs7PpBCRj6XtWbfWo6vXKFJUya7u8Qf+AD60iVe+Mmf5NJ730t94wbGCmF9ncvkwv/WarDfXyB6B9uzBSpsxn/+uf5x7nuJEZ+wVVXRNA19WRJUFbYopMD0xedqtXkfHoU7WwD78Y+Xup9F7xynsWtbnr95k5+ZTqmLQkY0rvjAr0MOHfKfn1UzWut4Kr3Y7HsOi/e0Mnbjru45Lj7ot3bXVg/8t+9w7Xhox0Dz6ZTBYMDRgwdkaYoJQ/aGQ3Tb0szn3F8u2d7dZZxlzBcLTN+THx5SLRZEaUoQhqwWCxkxjMdywQ8GpFkm6pcw5P6tWyyrisn580RxTOrgwQ9/+MMcvfUWp/fvkxpDk+es7t2jdLPlaj6nn8/RdS1uokkim6Fb9KuyJI0irj/9NN8MApr5nCHQJQk/+KlP8ZXPf57Jzg4ffvZZ3nz9dbq25dHHH+fmW2/xnmvX+MbXv873/OE/zNF8zmg0oijLdZJz7W4ObS2Nu1DbrkMZs/Zi6Rzrv2lbEmO4/eqrvP8Hf1BcbdtWOu/jY3HIdaTS5XTKpeFQbOgdehEEgRQhrnDxhQrIQnSWGV67m2ri5JO2aejrmqaqCFsxsYu6jqYoWC4WbCcJ53Z3OZ5OiYdDZosFfd8TlCXT42PKPJexRVEQxjHKmPXm3LORPXoiHdauTdksvN06324MjnzaMe41sC7q3D1+/Tvhbh6lpAvFWX+HIXfv3aMuCvKqoqpreqUoDg+ZFwXLpmEyGDAIAoZpKoGbncijwyiSkVHfEzgimlckaa3lb+oKFmXE+K2zlr6u0VoTOxl/Wdcyfw9D8Y7pXVqqm1NrIC9LUdElCXnXsZpOWS4W7O/tcfnSJR7cv89qtaJ2RVHQSrjd7z73HMum4erFi6R7e9+t2/u7emhjhNflusKiqjg4PeVWGErh8OAB9vZt7GBA/+abtMul+DUNBrIxFMVmBOMJuGelpP4jScQJ129O4/EmbXe5lE3n/HnZgBzJGf8zHFl2XXz8fudS15lbbywXhkL69nwEz32pqo2/hj+yDKpKDAf9fWzFDFIhaGIQiE8LSBHSIPdShKAUje/mfaGP3G+4+8jb7fv7KkNQmCFS8ORAZYUAPnAj5aaX9GaXOy3XHXABQVS8oZx1j5koReXub0++/UJVceeNN/ihy5cZnT8vTZZHuNp24yzbtozblg8cH/PaY4/RhiH25k2q73yH+XJJ7M6tMWYTBllVct78qOYsqfZsUeibHk9k9V83ZvM+zqIi7n7eO3+eN+7dE9dft2e0eU7mrQuiCJOmknDftlI4+yLXF2ae7D2fy/twHBnvbH5weMj/9dZbfKmuKatKQiY9l9N/uOvXtpIr5omyaC1rqytU3hY94pCV3hX/Pm3ZaC2EXfd3UggPyvrMondwPLTFysFigVouSdOU5uiIc3t7fOiJJ3j++eeJ3EIfZxkf/chH+NaLL1Isl4R9T7lciiV5GMo8fzSiXq2IlGJ/a4vZckkUhqwcEtAdHVEUBYtO7PpV28K5c6wODwlcNW2DgC4ICOuaZVWxmM0oVitsnotbrpOhjYbDtVLFKMXB4SHv/shHGGQZ3eEhN77xDUye8/0/9mOEZcm9GzfYB3TXkRcFpmkIga0g4PP/8l/yw5/+NA+Oj9nd22M6n683MJyU1hojklhjWDUNh0dHRFmGPTnBak2QJARZxos3bsi4LEmk8Mkyir5n7ObqquvYHg65sLvLfa9I6ft1cQCsxydrRYs/Ue6iTtIUZcVpNx4OKe7eRVvL4eEhsVK00ymvPf88O1euMK8qeq2pVitWLoPpZLUidZB2OByuyXJV02AGA7HODwJxEnZcDy/59YcP1bLIgmlBFtczXZA3ugOnZnIdx3ps5NEkd0N7a/xIKbIkYQdYLpey4LjF1DiyZWMt06KQ13RFSlRLiGGotXjaGENd14SORxVHkbwf18X496kch0ApJa68XUeR50Tb24LwnTkvkcuHat1GV5QlscuvIo7ROzscnZ6S1zWLsuTCcMj5K1fYGw5ZLhasZjORvvY9h8fHbE8mTA8OWCwWbH8X7u3v9tG3LW3TEBpD37bUxnB8cIA6fx5efHEtDbUnJ8xmMxJHZl9D6z6QsOtkVONVFmchethwXJTaoCe+w+5cVot/PdfVrjvlnZ1NflBZSkHjcrhoJOHWuo5bueJjjcD41/KcBdfpW1fo1lVFGIZ0TSO+GXUtiHPfU9U1URxTOT5W566xxKG2hUNl1jwFY9adv9GaoG0l/RshwiZA6fgLA2Rs40MMzyp8vALI68t8qrM586/nrFicA60WS4be3bORG93e6Ht+9q23+DFrubizg9rbE8dod0+sDfeahvjWLZ7sOqpnnuE0y1h85jP80Q9+kP7ggPjCBezREd1otM5WWqMasEFa/Xn33/eImeeunC1gjdnwVjzR2j3PKMXAGGqlyNuWwhWPpXXxMG2LriqiOCZaLiUaJgjE2fjkRNazJIEsQwWSa4Qb6/VBwBdv3eL/ODnhAUAjDtV9L8RXj9b2amOjr5USuw3HP4QNimLPfABrtKWzwm1pqkosQdxeUFrxWWldE9t6VOkdHA9tsfKSu8HDqpK5/XzO1956C5zRWhZF3HzpJb7+8ssyz3dy00GWsbe3R22MLECugziqa1GLbG9TpSl525IlCe3du8RZxt5kIh3p6Slf+/a3sUoR9D2DJMEoxfLkhFxrKoduaNddKJA05qZh1nWYKMIkCWY0QkUR225erdOUwYULFMsl8zt3iOOY4XvfS7pY8Llf+AW+993v5sLuLtPbtxkDt2/c4JWvfpXdRx9lOp+LJMwYAoewaGPovDxNa3bGY+xqxR/7/u/nC5/9LO1iIYjJcknQNLz6ta+x9eSTdH1PmGWcegdGt+kHbt7d98LFSQIJB+sc4hC4RdqTRlunrrGdmJTlyyXhYCCumvv7zO/cYcvdwJ1fPIqCDLiwvU1x/z5VVYk3jDE0ZYltGi51HavZjEYpVosFWZIw05rGSE5J7xZPHx1/dpRzlp/iWeu+8PKjot7dsG/rGnASSqXWRYsPdPNW/L21FFVF2baEjpir45hQCQFxNBqxnWVkaSr+ME4CXjivi8B1s94ZdJQkDI1hOBhsPFS6jXmd8gujI1SHaUqUJLROmRFGEWEQELuxWNO2MuqMItqmIXcbVDAYEIUhO13HeGcH6po37tyBrmNpDHEUkYzHFPO55MGAOOEqCcp8GA8TBARu87Junn66WPAVrfnA7i5PFgV6OET3PTvnzwv/IQg2nihN8/bAwslEPnc+OYQhbG+L3f5ksunKQYqbshREJXBGc17+n6Ybu33/em5Rt32PqmvJ+AkCSpdZhdb0ZSnIWdNs3FCn043x3BmOg81zIgB/TfXi3muBsq6p3eto11lrpUhcOnDXihw7CwJO3b3UWUtqjAQO5jmRU44kXceqF1+gLaQoScKQZdetybkjV8xXuHBWLcGJnkzrx0u1+9xzWwK3xkRKkbmRt0Vs+UM2QYb/4vZt7O3bXN/a4gPjMZeuXcM8+aREHjjEyf6Tf4JJUwbLJfEv/RL9448TXbwo/jRuzXtlPOa9BweonR0pOv3hrwWPsPhRTO9Ivp6f4sm2Z0cyvolyf1Nf/J7ve+6cnnKK5DLdDwK+tbXFQZKQh6GM+LtOEO2yJGpbgjynnc/RfU+mNWkQMHBCABVF3Ot7ptZSB4EYTyJNTOMUVJ68bV2zGzoqgQlDdBAQBGL+54sYr7qEjYeUD1vtuo5cSyCihnVgbx8E4tEVhuK/4gvHd3A8tMXKXXfBm64TeBxIm4ZIKcK+pyhLAqBWCt22hA6mKvOck1u3CMOQJIq4sLcn/iR9z8nBAee3tlBKMZpMaMqSYrWirGtmRYGKY/ogIHejjyyOyR0XoK8qUVtoTWAMVdOsdeeBkzAmUbQmtzZti9Wa+6++yvZ4zOzoSKyu25ZsMMCWJWVZ0kUR19//fl5+/nnSS5c4ODigyHN01/HVL36RT3/P9/DG/fuEjvBn3JjCa+SDQJxNT09Pia2FnR1eefNNPnDtGpG1RPv7BNby6le+wp949lmWec5OmjJVitHWFifHx4RxLJ4jTvpoPBrhNnNP+PQ+Jb54CYwREzWgyjJmXcfp8TFVHBNsbaGXS+q2XSsFRqMRy9mMYj6Xbk8pVBQJIbauicOQWGuSMORksRDr77aldjPR6syM3pwpOoC3JSCftcX37sXeKG49RnKfe9JwD5vHudFKC9RtS15VtI4fs5rP6eqaxHViYRQRJwm729vsD4di1qfFw6JpW4qqEj6TMUyXS4Iokr9H16GyjK4oCKOIqOsIg4Cw79fy8NaKuqN3vIHQxUgs5nPiJGE4GAj820tWUeB/dl0Tpylt25KlKd1qxURr+vGYdrmkrGuK+/e59eABkbW8a39/jcrspCkqDDkpCrYeUumyvy+BNRHeArfmc/73vud/3t0VE7Dz5zcW6js7ssl5Iqs3Y/PohetgGQ6lWDk9lQ3Lj338xhUEMg7yxYUf+XgvDz/uKUt5nnvtru/RRYEKQ3qlhHMThgKn+87eX/9dJyiMGzP4QhyHeq7fd5JIkm7X0fjkeVygoNZUjouVKQkKNYg/Ru6ImEkUoboOY12qstZrI8OibYmQAqMBuW+NoVeKVV0TIvd8zGZkq0AQRtdceLM4j7wYIDFm0+Wzcb/1I6OMjezZFzqvT6e8uVjwSFXxifGY+N3vlvN69y72wgXs5z5HuVqJied8jj06gp0dVJrC/j4XX3tNSNd5vlFyjUYbdY0vKj2p+qwqy497/NjQk6k98dXzSkYjSFPUgwesgoBfVYrDIOBBHItlg+PbBAg5v7cSYmvdiCVRiqta82wccykMGSQJr7UtX85z7mtNbyQVudWaoOsEueo68elyiJvWWtYfrTFnihXrESRYGwKeHX+tHbzda2gtDrz+NZUSl+DAWikklUL5a/sdHA9tsbIIQwlTcjNLhWjvB0FA1LbkVgKuTN9v1BxKMY4iqqoi7Ht0nlMfHhJrzWQwIFkuUVHED/3oj/KtV15hCARNQzmfo5OEGpmzGgez132PCgKywYBwe1uko0jipAqCNURvgUGSiAeMQx36riPrxFHy4PZtZsfH6K7D1DW7wyEqSWiahs5annz2WV79ylc4Wa2Ix2O66ZQsjjk8OeHbzz/PlWee4cRBzK0S+ZpWQozS7saPs4ytLOOL3/gGZdtSVhVaa1ZFQdj3nN64QVJVdH1P7rJJTqZTWVCMoVguqcsS40Za3gukd5Wzsme4Im700fe9jNus5UM/8iPsXbwo/JGy5Bf+0l9i/uUvs5ckzMuSvu/JhkPyuqZYrRgotebXBGGIalts05CEIW1VEbuRz8yZ+7VIzod2nYpfwGBDoj0r+bVdR9u2603fk29BNrDObiR6Hir1rrdN51wZraVqGlZlKbwg97qhEm+L8dYWaZYxyDImoxETLZJvZZ1vihKH2VVVUbjiZeXkkkXfE1SVLNa9REHEQcA4ywTd8J2Oe5+N6860kxz6bKBIa/HeccVr24uUOZ1M6OJYCJWdeGnowQClNVtXrkBdS2Bl16GjiHddv8704IBHHn2UIghYxTGTxx//7t3g38VjjaQh51dZUYm11mLnc+meva+F31Q80uEKDfvUU6gvf3kTKuht8UcjIcnO5/K1spSvL5cbv42u28hQT0/frugIw43hV9fRliXKEaMVsMpzBmG4VoGhxR+FOBYyJqyNw3onSwfWCkVAxkVhuB5vKqcM0rBGAlZlyWQ0WvuXaGNorZWoEqXIgoBQqbV4wPY9iUNHvHmhAbCWVCkGcSxjibKURsbdc0N3/3mMLnCEW+U+N+5z2KiKMjZ5QToMabqOiXtchIyISleA5ji+S9dx2HU8Pxzy7nv32Nrdhd1d1F//6+jvfAcuX6bd30dXlYgUQNCxvmfrySflPN+5Ix+++PRkV88H8547fkToUROPRHguix8V+SKzcx4o1mKHQ/bTlFenU1bhxqHbS8z7XkQhfV2v17D9vue/yTKesnazoUcRHxuN+PHtbV6ua/7v01N+06HdvStQPEHWCzyMMcLNCkMRa2jx0bFKjDF9SGrjriPjKA1YK4nunAlpjWMpeDxIEEWYpsEUhcSznGkY/kOPh7ZYaV2FF7qZmPeVWDq9v7J2/T3dS0hcrMVvJAQWnVim67om7DrqqsLMZjyYz/nl6ZSrV67wnqef5re/8Q0J6Yoi+iAgGg4ZDocczedYB8WrRizZdSBGYioI1tyRbGuLzAUbzk5PacqStqpErZLnmMWCXVfBLsuSJIqI0lQIrC4EcGtri+vPPMPNb36TYdPIBQHsDAZ84XOf47/7+MdZLRZ07j30rhPSSOE0SBK0Urx5cIAZDvlLf+2v8cv/+B9zaXubKIqYLxbsRRG//bnPEVy4gElTSmtZVhXbo5E4EFYSDhmNxzTWbmBSK6oSr9v3HBFb17IZBwHHiwXn3vtevvo7v8PTjz/OyQsvMLhwAbuzw/LkRDZdY0iyjNPZbM0i93b9jbvJkiAgTRLK2Yw0DJnN55KkvbVF3nXrrkFbCeHy5D/PQ/EkYGuFMNa4YsU/xitzFKxRldo91hvMNV0ncLmTdDadc7ftRToYO1j6woULRElCmiSEQUAShmLEF4aSleQ2C+MWh9Btlp1DSjTSxdTWYo2R99aL0V6apgzcYuLl13VZUrmgysTN1LUSpVAcBBLcWUsab6C1kPWCYI28BEFAN59jtMZYy/jxx3n22We5+eKLPDg6Ip/NpKufTNBhKGFv2w8jYwVUXdMGwQYt01qIo9byn+/vSwExn7sHqzUCwdbWWv2jvvhFCR0sCvm6MSI3PbspgXy+WEgRs1hsbPz9JqbP5MDAZoSwWgmqB9RFQdL3mCQh1eIHZZxM1SIbtt/gvT+MrSq0yxdSLvuHooDxWMaZyChRt634FTkuhNKaWdOQuHEqvQSjmihi4RBlA6Rar3OyWrcOaKXWBXGiNaWV2IwoCEi0Zmk3mTLKWgYI8qERhMWHFnoirTd4s31P4BqNyH1fI8og7RBsjYyHxjh5tOvmU0RdVMcxw/EYYwwvBAEfm04J9/bQJyeQpgy7DvvKK5KS/cM/LEXJagWnpzRPPUX40Y9SffObMhIrSzg42MiT/cfZ8+5Rk7Z9u0eO36SV2hSlnlvi1qetNOWDsxlf1KL88wix8WutG0/RNHxCKf5iEDBZLMTDyRUangcVAc8Yw/Vz57g6m/FcXfPtupbC0TXwuELFuHXChKHEefjRnCt4PcIVeL6UK0aMU9JqV7yqIJD1xRXTCtf0I1wlbQzhf0qcldRBmr1TboTuhNawThFVfc8gilC9pN72rnipYS3Lm3Xiuli3LVHfE89mnN66xX4YchSGnNy8ydiZyqWDASbLCMKQy9eusTw9JZ9OxSE2DIkc0dHLUMM4xqbp2np+6Wy3u76nynOCJMEeHlJUFVVZMhgO2btwgTAMKZZLMbrLMlanp/xnn/gE/+tzzwk02nVEYchyuUQHAb/1G7/Bk3/kj1A2jXRgDlr0SpjCqY+Ojo74xKc/TfPyyxxOp1ycTEBr0tGIQRDw+muv8cz3fi/f9/GPs6U1t7/yFfq+J41jKmPWzpZtKwnGodsA1yMJZMH3hWNVVYRpSg/8L3/v73H9ySf5la99jf7+fS7u7fHAOb72bkP2xNhBFFGcnOBN/Kq+F2Z6VdFHEfcODxlnGRooFgt0UciG4uamqpdQNWU36cqeS7Me5bjrZq0A8nCoW0zaXrhHTS8kWx/OWNa15Es1jfjIuO7G4pCPOGZ3d5csjsXB1hUVRqm1Y683UvIFkA0COsdh6aqKwXDIKE3ZcQqTsuso25ZlXXOa59RAGAToIBA3Vsd7WJ2cSITBZCLk3Tgm8jCz4211XSfcmDheByyqshSkyD0uHo0Y7OwQnD9PWhTEScJsMOC//PN/ni9/5jNcvnaN3UceYdp1jP9j3Ox/wMfKSXuNG6lot5YkFaAiKwAAIABJREFUbcv3XrxI83u/J3y2+VwWfc85cE6ulOXGgdTzFYpiowrySofVakOqDcO3G3V5YqU3m3PFxxpRmc0AMHGMEzrTtS1mf5/u9FSQ3q7DLBYEXh7di/mYVUrk135c1fcbOWvXCZKyXKKqas3dCkKX+RME4plijDiP1jVxHHNaljLy6SWErnP3eNl1JO7aKt3INAB6rcV1VouZYq9F5dYCKLUuOGpkExoiEmUFlG6D8xb5ofu/YZMTFLqPRIknUskGbcm0JjOGRdMwdKPk4Kmn0Fev8uxP/ATf+ft/n8XNm+wYsyHM5jmqabCHh7J+Xrsm5//oCPt930f/wgsEX/6yoGRJIo7Ge3tS2B4dbVAWX4x4+bsvUBwVYP1//z2vDvKSaJfQ/Kf39vjq6SmNKxpb5ThEfU9c1zzedfz47i7PPHiAynNMFMka6l/bjW2VmyykQcCf3d/nx9KUG6sV/+LePf6dFm8cP77B8VW0b/Ld390Hm3oStvIFiiNda6XWJFzl0BjtiiEPJJTIGMj2PTaOpaB6h8dDW6xcCUMapSjcAmK0Ju/EvbN0mwfWsnDwZsIGTl/nqzhIs3AoTAAMrKU/OuL46IivfvWrREHA8cEBW4MBu3t7lA8eMCxL/tTf+Bv8u1/4BcqDAybDIYXzRzBRJB29UqwAW5as8pw3XnuNxhESB+6CLE9OmDcN2hh5z13Hu65fJ8kydBhSNY2QIEcjrLV86id+gn/6D/4BA6WInDwsDUOe+zf/hu/5o39UgsWahmw8FsWTnyEqJYTOouAzf/fv8se+53u4/MgjDNOUrmkYnD9PpBSXu44PfvKTfPYzn6FYrZhcvEi6WpHPZtJZLZfsJYkYr7mPMAhk0TQG48ZbIN1gmGUsl0s++clP8rP//J/z67/921y6fJlzu7vsXLrEc8sll4yYCO3u73Pn7l3asuTBgwfopiFOU4a7uzSuMxs4iW42mdCWJYMkYTvLmFWVdJjGELi/Y22t3BwISuKLDV+YdGeUTD4B2Rsc+Xlu1XUyn+97CYVTisJ5akRBQFdVGK3ZnkxIs4zhYMAojgmDQG5ixxXRvoDrOrQrUMqypGhbZnnOg+mU6WLBkevmr2cZu+MxO1ozDAJWTUNhLdOq4q3jY05OT6nznHPjMeFwKOhgEFCsVhR5TtU0azLz1mgkElWP+PUi1VXud2iqijSOyR0iYIOAommw0ylpHDM5dw595Qrv+fSn+R//5J/kT//xP46+eJHg4kX2xw9jqQIniwV135OGoaSXu7gCrHAvzl28KGMbb+SV55s0Xa03CbbLpRQADx5IoeIzW4JgLQ9eZ7Z4JMWPDPJ887n3a/FooHteWxRCkLaW4Px5AseXMK67jj2R13fvjlyrQMZVXj3kfge7WMhGXJayubl7AbdWdErRuGtJa03d9yJT7nsmQcAKUfZEyOjQKsUgkEiIrqqkUNGaeS1J7LqX+I/IGFpjCNwYt6oqMqesmrnHjlzDUwCJ4754LosvbNIz/3pFZaY159OUKIq4OZ0Sac2i78n6nq04JlCKQZqyWq346E//NMuf+RnOBQHlZCLN3HC4jhnx+Uu88or8XbMMrl0jPjykdWpJVis53368NxzC5cubwjXPN7L0s2Ogrtt87osJ2AQW9v06tFAB5+OYf7Szw9//zndogO2m4X1Nw9NaczFJBFl5881NYrNDq9ZxC04STRjKWMa53YbzOe/Rmv/h6lXqruPVouArbcu36ppDYxi0LZfalkeahvNty25dE/U9nTGoOOZfa80XkoTAFaFBGKLO8Fw8Uo0W1aVXoXmxgjESFhv+p1SsnA8CSqQK39rZ4e7du1QIZyDq+7U8tccVJ0rcFVPXMVilpNtFNjCUonPQZpokrNpWXG3rmjEwWy6pqop4MEABX/yH/5Dju3fRfc/86Ih+OMQ60ptxF49JU/qypF8sGA6HlFpj4lgMxIqC1WqF6cTFNHAQb7Fa0bStQKxak69WdEq8UrauXWP0rncxu3GDsG1lDmwtbVnyyje/yeSRRwhGI6aLBYlTAQHEjmOzv7vLY48+ytXtbeo/9Ie49Tu/w2g4xGQZBwcHpIMB9o03eN9TT3Gvaehu3WIwm0mkfNtSu0yKum1l43MdlXYkPT/D7N3svek6tre3+dyv/ipXdnaYPPUUu/v7XLl6lQc3b7J1/jzN4aFIHfueQZaRIh4gy6MjTBiyde6cmFFVFWkUMV8uOZpO2UlTur4njiKBi2Ft9+9JZ9oVTm/zBHA3zXpc5WbGjSOtnR0Jda3LF3JFT9c0BEb8XNq6ZjwYEEcRezs7xHEsI7xArMiNJ9G562tdBFUVddOQO2+Po8WCRVmyLEvun5wQBAHZgwec39vDDAaYICAJAiGThyF12zJ318jRcomJIiaOF2WMKNz6rpNi0RHHm7pex0oEYUhtzLpYMn4M5p7vc0VSpdgqS+rxmIXWzH7rt/jxT32Kxz70ITGZiyJyNp4YD9PhZZqtFRWD7sQ3KFeK5+7f55EkwVYVqizh4kXhntT1JqNna0v+77tprWVz8/Jm77+yWsmG5kPwlNo8z4041uMfWG9qajymms2k6IgilFcdeRKnQ2VsIPEgtiyFDOoLKa86WS7X3bxdLGQjcZ4da86MR+bcPZMag4oiCSV0/0/aVtZGN34wbmxhHLrqw+xSV+gaJRYBnRYyvFZKUDsnKkjCUApoY4QU68ZSmk2goeeweOKsR1/8Y7QSl/FQKWql2MkysqpCdx1bbr0PHaoQa023uytjjitXyIyhuX1bfEoWCyk4fPFhDOWdO+jBgKh2uTxHRwRZJkXJ3bvyxtwYhulU/u9HQFEkxOymgfv3Nyqws2MgX5j41/B8F89XUgpVVYyM4e/s7WG++U1MFKGyDLW1hc1z8OnbZ6+d3/95WW7OM0ienVuXvWrxujFcrCp+oG3Ju04iVkCuE8eH6sMQnaboKOKHtOZrXUfu3q8fJ3sUBofUneXTeX7MGulBDEvf6fHQFiuqKGiA8XjMQCkmYYjpe5aIv0UPa8OgFoH7K6DoOvFX6Dc25qHWVK7y7fuesG0JrZCVEq0JXNdlu4789BSjFLdOT8UdFxiNx6y6DpOmBHEszGsnicydekArJZ4wbsbaLJfiIeBSn/uqwmxvUywWBF1H7IL5wiShznNsELDoez76iU/wyz/zMxKmV1VrqPS53/gN/uzf+lvcz3ORFGsts8cwpG0atkcjrj7yCKfTKc/9+39PfnBAleeovpfsC6UoZjO++Vu/hd7a4sJjj/Hq3bvkjtDXuawg7UZcBOK7oWENafZ1vc5dyrKMzt0UOzs7XDx3juVqRduLrPt9zzxD/fTT3HXS6WGWcXJ0hG4aqsWCOAgkfC3LWBSF+DEo4XMoYwjjmHKxwCSJeEa0Lb1bBC1SuASuizmr9LFnNoe16ZtHW7qNHNNn9gDr0C3lvj6IYwKt2d3aIglDGUkpF97leDCASPlgTWQsPYm2KDiezzk4PeV4uWRRlqJq6nuWqxXm8JBLu7tcvXZNnEGVpDinSrE3GGCU4mS55HS5FJ8FYxilKaYXeal1161tGhbLJUNjoChIs0zGdFrkpY3jqvTWkiSJ8GWU5Dm1VcW9e/eoLl8m7zrebQzhM88QP/ss89deg1Yk2w9jseJJp9adn96IzN8qxTcWC37s4kX0bAaPPSbIiC8urJX/+wLkrOnaWTlq02ySk/tenu95DT519yyfwZjN8x3nJOx7aQaslZHd6elm1NlK4rNyCkDl31PbbqTRHqkxRhRDbuzXu01IGUPnUA1wIxf3vpateKVMjMG467nuRPUTR5EYtznEsOuFdN5ZK+Zu7nPjxjNREFC2zvE2CGQzdMWMVxgNgJlDx5O+FwM5RM0TIChK7BCdGFewGJHDDpOEyY//OP2LL/KB4ZDnb92ibBrGxqDCkKIs2fmLf5Hr73uf3IP371N94Qtse2M/hzigNWQZ5XzOAtg7d04KkTyXMU+WScF49apwkzxfxaMZnofkkTWv+vLny6u72jPxC9Zu1F++8J1MpGipa1RZkiQJ9gMfwB4ciCJJixeP8p4/fszrX+/382bUGYkxSFAtkFnxfCqrijzPScKQCawDB1GK0Fr6NJVA4CAQUz+t+ZGu49e0U4uFknKvz74Ht8b7oENPpfVO3QGsFV3v5Hhoi5UqSej6nnvzOcvVir3RiIvjMWUY8ubdu1R1jXIIikdPEk8aQjpq79zX+xPaiy/AaduKXt11mcZBlLrriLSmPTlhK5R8mL7rqJuGwe6uVPxNI259SSJQqSOaWWA4HrO1vU0Wx9ydzyHPpVvpxH+lPj4WY6rBgNIpQUwvKZVtJ/k2j77//SyseBs0bgyjreX43j3uv/kmwytXRLniOuaulRyck/mcOIqouo46SQiThLdmM65OJuJX0/eiKJnPGV2+zN3lkvPvfz+/9uu/zp/48Iepjo/p2pb9nR1OTk+plBJtfRCsvQY6LYxwbQytg5lDV+jN797l/P4+fdcxvXuX+0ihtqhrtuKYy1eucOoiEGo3m0UplCssrSMvN1VFNpmIb0iScPv4GLOzwyQIOLKW0t8MDhEB1iNBxcbUqIe1sRZIpW/djVpbu06S9jJO7b43TFOSJGGYJAySRDxVXIdogc6RYX1Gky+QqrKkakWqfLpYcHjy/5D35rGSXfd95+fc/d7aXr16S69kb2ySTVKkKCqiZGk4luJYdmLZ48iRHSsGnEnsxIiBYAD/ocTOOI4wsZwEcmI7NpDAgR174AgeOU4kU1YiSrIiUaJMShQpcevmot7fVnvduuuZP37n3HrUDDAgMAGmMQU0Xvd79W5V1733nN/v+/suB8xmM5ZpKiMi4yqsXJc0y9jb32d+8iTa8yRbA7nB14w9el5VjNKU4WjUkONqxyF2JcYgcMT0b1HX+EaWSiXKnjgMqR3xQijKUlBGQwTODg5wy5IsTQk2N7n48stsDQakGxvMgSTL8JKEdDIRKfst+LAKQptblVtypFK8rDVVHKO2t4X3YWWpdhMpChkDtNsr9Y5VCmnDazFoJEePykZnwwZhtcHZEY1SKy5Duy1oSBAQDAbU4/EqbdlsYFobb5hOR1Q9lkxpxw/2PfjGsn+xENTFjDMdM4pWlajXMkecj23RlTkOYZ7jm+LdGh/WdsRe17R9n8BxJD6iEgdU33FEaeZ5ch8oJen0Bv2wipaOcb+tDRfMgUbG7Jq11tVaxhdl2djyB8h96LkuraqiVoppVRG+5S3c85GPUH3hC0w/9CHOnTnD5oc/DNMpN//1v+b8H/0R7mTC8JOfRBUFndkMN45xHngAXnihKQ7RWkIfjxxh48IFRr/7u/R/7ufg1VdX0QnzuRQg7bYQcXd2Vp+546yItNYI0K6P9jqx5zxNV9eBLVpt4WGLHsdpSNGqqlZutXW9KlQOj5UsamOLBlv4mvNRGxTVKoFmBuFVVUVojpUBXi1yaO15BEGAbwIVHWTsllUVb/d9lFL8ZzPutqGHrzPN1Ct1qDYos2uKZNsQvtHHLZsN9Ae/+ItMypJ3f8/3oDyPb1+5wmQ8ZjgaNaF1HtANAkKlGkZ5UZaN1M4yna3vQo0h34KoI+xcsa4bvxD7YTuOwzTPGWUZo6IgG42Yj8csZzOcSiSHnrm5nKpqrKi3+30GnQ6T3V2K2YzAzEkD15WCxEKwi4VsSmXZqGKqNGWxv09HKW6++iqu77MoCiLHIQhDvvzEE7zzPe9hkmVErVYD13tBIEWZ46B8n/XBgLPnzvHFT32KTrtN4JocB63xoog3PfIIN159lf3XXuOvvOc9vPbiiyIbbLdZO3uWLI6pXbchWKEUtSf+K04QCHE4CKQjDAK04zDf22O4u8tzX/sazz75JNu9Hk9+8YsUsxlhGLJ55AiL5ZJyOmU5HpPPZsLZOXuWPAhw85ztICAzxENVFEwmE46cPcuO4zC8do3AdcnCkMJxBMJVqpG1y8evGh7PYRdOG8iFQeSWWlM5DllZUuS5EG+BtV6PrcGAXq9HEkUEZuzjGbTJBnpps4Bb6/ssz8nLktFoxMFkws7+PllVkRl+jfWTCFotsc03stD1tTUC03E7nifmSlrjBoEgV0UhRc9iQVaWQgpFxn5Jq0W73Ub5ksSM4+AGgaB1xrumrmsZg2jJecEsNoGRTEYPPED76FHuvPde2nfcwV6aMhsO0fM52nSJ7Ycf/u98p/+///jor/+6qCDMOIi6pigKyqpi6jh0i4J7g0D4C3G86ogtedaqN77Tcj3PZbOx37t8+fV29/aPUemQ57K5+CZt18qbTaeuwnCFuJgkXtVqoWw69GIhYwnLTwDZUMNwtWklicjQAbSWJiDPZexnCLeuKYYUNIZdWkkmUFoUYvTlukRKsRYEeKbITU3RobWmHYbia1JVzegdz8M3suu6qvDsz1yXueXdmO5/ojVhHJPVNV4QECQJYRDQdiRmoh2GuEHAmtkgW0nC5nvfy/mPfQxvPqd64QUONjfZ/Ht/D2VCAYMjR5g//jiq22XxzW+yePxxuj//8+IG+8lPymjM8DrIc6rpVEJtgeTtb2f0B3+A/453iB3CeCzXynS6Un2trUmcQhyvQg4PIwzqEIE2z1ceLRbxsK9tOU72d22BY5Efy3eJohV3ym72tii1xYp5rjauxZYz4oD824zGfUecrOuqorQjPSCOY+J2W+JlfMmLsunzZS3k3igMub2uyR2Hy+227A0WxTbotDbXgILGOdym12uDRv3Ej/7oG7pvb1lkxasq2p7H41/6EkEYUiixl88rSRpOoogiy6jLEsfzGvOgDFY2wabatx9us5EZlMGzG5G5gDNHyKq+58nYCBoX1zmSmYHjUGWZjC2Mu66fJHilBFENr1+HNKWcTmVWXomhV5nnFJX4rsRmtqgckVovy5LQ8F86ccz3vPe9fPWxx6iVohfH1MZrZC2K+O1/9a/4Oz//8+ybGbVjxgS+IfN5QcByNmOiFMfuugu9XIpc1XWp5nMuPf00eRRxMJ3y4pNPUm5uMghDUq1xwpDh/j7q6FEcz2uKwtpsdNZFlyAgabUEsdKa2XRKvLGBs1xy7MwZuoMBr+7t8cgP/ABf/MQnqMw58n2fPM/RRSEmeklCHAQUjoNTlqSTCbqSCPfQcbi+u0v7jjt428MP8/u/9muc7HTwLbys1OvMvw57roCRutciDS1MpV9Yi3HHkQRS033GrkschnSThCiQ/B5timHHdECHjeNsh1EaVKUsSxbzOXmWkRsH0jLLcF0xFERrakdi6j2l0NbddrlkniTiVVCW4tFiCsuiqhj0elzb25Pws709PKWoOh1aUcSyLGlrSc22yEFmNtHIyN89IwsF4ePYLshJErwg4NQjjzSLcOX7HO902LtyhTLPxc3YFvO32KPMcwrfJ/A8sUCwG4OByL+wv88HWq1VsnKSyFjHdshVteqaQTYvW5CU5So76HCna1EQu6mk6evRFWgKi4bHUB8iaRbGndaOl+z7CEP53flcCKNxvPo5rLrr8Rjn0M+s35FXVRSG/JrN5wS+L2OAqhLTt6JAex5tIAlD6ZYLCaVTpshVnriAa1NIVEUh4xsTrlppCTgc+L5w8YynTBBFDZ/MMxyUXGswXb2DeDzpopCvhu9SlyWh1gwffZR7fJ/64IA8zzn2rnehzp1jfukSFx9/nO0nn6Tz/vez/4//MUfqGjY2WPzDf0j06qtismYLvDyHu+9mURS4zz8PL71EDKy95S3MP/UpLrbb3HXXXUTf/vYKIRuPZTQXx8JXOndOELedndWYzyItFiWpqpURoB0RWgmvLUoPj3YsQmZVYsWhAEX7Gvb/YK9Hsy9Z1+Uqz4XTZ59vzlu6XApq7zhEhneCGQ8fRlt8IDd2IL4SblFWVWjX5e2LBS9GEftR1KRwK1dUmI5pBFHGb6euqcw40a6Rb/RxyyIrF3/jN+j6Et41m0yIPY9Ca0pkQ/LNBVLV4oVRIEFxmdmMOLSpoZRs5ofgYeoaVdeE5jhlXUtBZDpRC1libjRrchN6Hl5d04kiCRPMMjE9CgKU57GYTllMp6SzGWUuQYe2eKoNelNkmbju1jVVLpHa3V6PyPcZ7e8zvHGDKs+5efUqoeM0yE1VVUznc44dP05kYGrbMTtm8bSvE0QR2WjEziuvECEz4ny5JFKK3sYG/+1zn+NEu80xxyGuKqL1daZBgNtqofp9lkXREE3zUnJBNHKx4jj4USS+MyCSaoPEOJ6HnyRs3347VV0zm0xw0pQ7z5xhMp0SmCRRZRClPd/HjyIGUcTs+nXpzAIJXGz1+6Sm2/TqWroyw5R3WI33msA/vZqxF8hNl5dizmZJtMoUOaVRRbR9n16S0G+3CT1Pzq/rSjehhExmj22JuxZVqWoht+Z53vBhilpSuJuMKKTL8ZNE3G1dl9B1JfnY82i12yS+Lz4TppC2n6VyHOZZRlYUjdopLwqCIJD35jjEcSy+KgaGtTkq2vBbKkPmdgHM2NJ1XZzBANXtEvZ66CTBabWoFwtUlonplyMpvL1bEFn5Zx/9KDZh28r7K9PkgIxyP3DkiBBsbcigNW2zBFlbRNgxgLGkZ2dnBeNb/kKns3K2tSMdi6YY9SBVtTruZLLqxA3fiFZLvnreyvfFSNVBCgNlJdBWBmuLHsNtA/FhwnDViGNotUT6rxSFId/6pgNWvt+Q+1vdLiqQAFKAeZqC6wrXxWyGGmnYarMx+XEsyKXxj6qzjNr3yatKrmdzv8zLkiIICIKAMsvw19aIT5wgOH+e+uZNluMxLV/cdP0wFH5iVTHodrn0S7/EtY99jJMf+hB/9LM/y7333UfYbrOxs8ONJ54gunKF9mJBOwwp77yTcD7HnU5hf18KBDO+K55/Hu/4cdT164R5Lvy0NCW86y5mrkuv3cY17uZMpyty7Hy+krf3erC1tTquVXmZUXhTdB7ma1iUxf58ufy/KocsYgKNtBkznmmIu64r59Ou8wZdsbJ87D5TFOSGI9cJQ+IgEJI0glxYbpBf102D7xmk17NomSPk6VZd4+c537KqwO9oEOVbqzWyqip0WTYGcz/51//6G7pvb9li5ZV/8k/YShLc5ZK4rjlz7Jh0+ggJqxNF6ELCyhygHccUec6yXrkBgsz2qWshHppNB2jkztR1Q9p0lOjGHS3uuJ45tmPmfXldC9cky6iNcdgiy8TMqdNhaUy5KiOnVo442rqOg+d5jaTa0Zp8NhPXVq15y8MPk7RalHkuctmq4sKFCzz3jW9QLhYS4KW1EMqqime//nXe9q53MRmNhExcVRLelud4rlhed9bXOd7v8/n/9J84srZGWRSs9/ssRyNGkwnvete7ONLpECwWKKM8qVstVKdDkSQNwVYbKLjSK+8SK2MrK8mwqIpCgqsMcW9ZlixN1x8AB6++ytnbbmMyGhFXFdl0ShLHzPKcF8ZjHnzwQdRyKWQ/gzjNJhMKpejfdhvJ2hqLxYJFVYlhFkJK1dBY52dF0Yx+asSLR/l+M0+1TrW1FndZF4g8j/VWi5aBRANPvAVsrsV32vfbsVJpRo2Nj0q9MqOzPBblOASuSxLHco3a+W8tCqca4wfiOAy63SbrxzNFjp35ukbZU1fiNJrluRSR5rPI0lRUSkFAEIaCFnqeFFClpKpqu0GZBa12HJa+z9aRI9S+T2lm1tVySWW4NyoMceOY9gMP/He6w//7PT7yq78KSDFrTfGaxdQs1n/jzjvFct8iJBbpcN0VSdaOe+wGNh6/Ht63m4nlM1jJslLy1XC9Gkt/x1mNnOzrTafyer3eSkFkyZrGXBBzLTfvz44AfJ96OpUxYhjKdWvIn6rdlucahV9hNta8lAwp1WqJQq6WnC03jqlnMwDmeU5WVSSeJ1wtbVy9DfKcmtG0MmuWcl0JHDQb1yLPiQ2xu6xrRpUYHQZaUxUFnYce4t2PPspd3/u9nN/a4sKP/zi9jQ1GTz9NsLaGV5aEQQD33MNtv/mbHP2RH8H93d9l95lnKDsdQiAcDDjy4z9O9pWvEGtJfU8WC5yNDSkou93VCMXco9lggP7GNwQ5nk5xioKi32d9bU0QJBMSSJKsCliLnE2nq8K101klbNtzDK+/FmBVvNqCRKlVkWkRt8O/a8m6tvg5PA6yoyaL+i2X4qJukZeybByOPc8jdMRa3y0K3FpEFoEj1vjqUDOEktgUx7xPx+x5IRDFMac9jyeAqesKNcAW6piIAINgZ6WYXhZV1YzJ/+cPfvAN3be37BjIzzKWacpAKdqex+zmTZKi4NiJE+iiYOfGDTEJqmviToe96ZSzGxtc39/HiyLagwF5XXPt5k3hohw6tjIoS1aLE6PriTTXs5uOI54uYLoKaMhLtor12226a2vM6hoVBOzs7Iijqc2T0JqiKHBN92HdCykKCi28hNpIpYcHBxLmZarbHJFSX3jgAZ59/HEK04WjFGtJwmixoJrN8LUmm82kI1cKFcfMh0OcJGFvf597trbob2xIIeZJym+v1+PadMqVl14i8X0G6+uMd3fZbLfJfXGNPdrpMNO6CRerEF8SZcYjZZ6T2sUXgY2X87kUWvVK1jxNU247cYKddpvpYkGr0+Hg6lWKUnwfdBRx9o47xDtkOqWYzWh1u7IYmc/h3OnTlEnCKwDGY8fVmtqgOqWFRU0X2IxogKIohGCKENCKxUIM07TGM5BzbEi0vus2UvfDi0TjVQGNV0tp0BsbnKgcY74UBGIVHgQChxsIPA8CdFk2ssE0z1kUBel8Tgls9fu4YSi+FYhTp+u65EhRfqTfZweYLZfS8Xoe8zxnslxy+5EjeI7Dtim0vCQRM7Q0lWLFXN+O4zQLTVaKI2ngeeTmGiq0Fv+fOBZCpONI8OEt+KgqMTAL6ppcKWLfuH6ae3tuCbc7OwLxW5mpHfuYDY5OR0ZAsEribbcfnCdYAAAgAElEQVQFGXGE3NqMa2wWiu+L+6ntQG03bH1X8lw2Q9uZr62tAg6VangxOs/l+8i4mcViFQVgNiwVhjhliTYhoNp1JS7DOOTqLEOtrzPZ2SFwxQysbYqYbDYTnpPn4bVajWopWy5xHIcoDMUQ0nGoXJfENQGivi8xEVGEk+diq++6+EpEClWe0zLFr+O6glIr1TSLQa/H0be9TcINH3uM1772NcY7O9y9scEwy3CzjDVgfOMGD1y8SPnlL1Pedx/O3h7P/eEf8t0PPUR98ybOsWOU0ynxT/803h/+IdFigQ5D2N+nSlOc97yH6y+/zNbLL8uYUylGTz3F9r/9tzif+ATq6adhNMJ9+WWupymb6+uENhyy1YLbbxeXW1t0WtRtuZRrIopE6ryxIUXs1asrxO2wgufwGNAWuXZEZD5zgmAV0WBHg/bnlhxtCxu7FtnjaN3wZhyzr9lCxha0yhTYVV03Qan2PXj2uErJ71jUx4zmwyjirxYFv2FGhI4pchzTvBZmfdSGE1Yc4vO90ccti6w8/o/+Ea5SRFrT9jycsqRtOuxz/T5rWnO83+fu06dx8pxTgwEbYchmGBJXFXefOsXJjQ2uXb3a2Ku7jtNwGKy+31WGPBpFeJW4f5aGlLSs68ZYbs2QWEsD00dRRLy+Dq0Wvu+LgZMSbxed59R1TWiKIOdQ8RIliaAoVUWSJPjtNnUY4kcRVZaRDofS4VRiIDceDrl5/XqT87DIc0LX5bkXXuDBt7xFDM9ct7mI6koUUEEcs3ftGt/94IN86b/+V7a2tnA9j3w6JZvP2b9+ndvOnmUXmIzH5AcHrPf7HGhNcvy4fCaIgspViihJhKhrZpRVUaANp4Wqwq9rWmaRLxFUKZjNKIdD6ixj6+hRXNdleu2azMvbbcZ1zZl3vIN0uWR48yaJQQjS8Ridphy77TZ20pQ/fvRRjh4/zmS5JFdi+VyaMUxpYMfc3Cip4YNkWrPIc5YmD8nRmrooCD2PJAjYWl8nDgIik3HhWGIYhjBmoVYz/rFjoMzIkx3zHNcsyNosCK4jBNrQkZwgPwzFFl8plvM5izRlulwyms+l+FguqbVm0O/jBQGx1hLKWQvp1x7P832xwwfSomC8WDCZTsmzjE4ci0zXKH9q1yWrqsZpFM8j9H3m8zlLI4uMPEkZdoOAbpKwmM24trtLVZYk3S7x+jrJ9rbA3rfY48P/9J82Sd+eQZPyapWbUgAfOH8e98oV3HZbEAmrGLGohuWbOI5IXO2ox3DEiCIJPzwEzQOysYRhE1xHXcvm5ror1MTyD7a2xLPDOOnqLIP9fRn3GMltnec4YSgIoSvKEuV5zXPqPJfMpzDE2dpqnE1tMTPZ35cQUWNzoIIAgoAD16UXhk1HXc9mq/BQ09l7Zl3zlJJRQhDg9ftS4GpNx4xN6+WSWon8fpymrAWBKIdcl5nhbCRBgPtDP8TDf/ZnbJ06RfiZz7D/6qucvvde+ufO8dxjj9FOU/x77+We3/kdtu+/n+UnP0n4jnegn3oKt9/ngdtuY3r9Ot4zz1AfHPDi177G8aNHqZ57DtfKu3d3qbe2GK6v4ycJi0uXiBcL6mvX6H/0ozz753/Os3/2Z5z5i38RRiPU3h7+O95BFgRE47EQmqdTOYfHjwviZYtRO84rCkFZrFrIdYWIu729GuNYJZ0l5drfPVzQWB7LYY4L4jmllOFS2TGit/LVeh3iZ689W1AB1DVZmoq1gx1nmalEg/rY69H+3fJujBeNMnwXpRQnWi1O1TVPIGujqlf8Pcyo3do22HVZK8VP/Y2/8Ybu2zfuzPL/kcdbzp3jnRcu8N0XLvCeO+/knbffjjMes+b7ZPM5oe9T5zlXL13CK0ume3u4ZUk/jjm+vU2oFCdbLR4+fZqf/OEf5kivR13XtM3J97RuAuPe9Pa3879/9auMqgq/26V2HCrfZw5MgKnW7OY5MyA3Hfx0NKJKUzBW+kVVrapW87UuS/HGMBsJSpGZpGenFjfIuiwpi4LlbEZu0JLQlVyeyWLBQ+98J9rMHHUl0QFUFdXeHi8+9RSxIVqVZdn4jnjAZDikMxgwzHNmiwVquaQyBV/HcRj4Pi+8+CIX3v529g4O6Hge1Xwun4+5uLWRvum6Jk9TahvwZSSHbl3jlGWTjG25Q5nW4vSaZVy7coVZUXAtyzhIU/rtNmtRhK81C0MS9quK5WhEuVhQpSlVljEZj/nK00+zWC45c+oUN4fDporPSvEAmeQ5i7pmWYmp3aIsybSQ/UqEm2RzLaqioBvH9OKYQa9H6PuS5+M4DdvdIkfKjgwMfFzZMZvpeKyPhDIcETtqUmbc57sucRQ1hVHgOHhak1cVmdkIYuPlArB38yYHoxH5cilya1jZpJtipRNFdKOIfqdDEEXUjsPBYsHFGze4vLvLcDJhafKDHKUozJioMt1YUderFGfLZ5nNKE0BU5r3H29uEh49Cv0+WXIruqwIumajGKziS1USm1BlGWld87/8yZ9Q3HmnGHDZBd/zZAPZ2FjxFRYLkShbZVCaygZiCw/beQfBqhCxsufhcLWZVZUUPXEsr7W+3gTpYaDzwnbsWSZExjzHCQLJebE8C8uTKcXbwwkCeb0oWm2oZhPSdU2KgdctB8L3YT5nKwyFw2PWqnme04tjlmbEZCX9tdbiB2PGCnOD2AV1TVqJ+ifyPLTrit+VGbl7rGwEAlfk11sPPIBaLvnmT/wE3/jkJznyfd+H3t7m4OmneWAwwNnf59Qv/RJaKdL1dbx776X44hcZff7z7Hz4w3iLBe7XvoYaDHAPDrjnf/gfBJ3+6EfZPX5cmg2zwbfX1gjuuYeJMVR0BgPK69e5+61v5bs/9CGevnqV5blz0GqhHnuMNUtsbrWE77KzI2qvuoYTJ+T8WmTDjm60lqJyf18M4vb25Fo6dkzs/I8dWxUbFi2xXy0ZWy5YKW7MKN0xKsvm54fPneOsXJPte1BqxXMy12YQBKuCxKxP+rBU3xY89pj2WrCcqCSR9c9wre7OMj64WEgcAzQjq9oURI5BkbUSp90mVPMNPG5ZZOXqr/4qeZoKAbUsOXbyJPuLhYxrXPGdGKyvs7m5yXQ65bbjxwXarCoWaUqRZbzv3e/mzz/9aU5tbPCX3vUu6tGIbhhypN+npcTl0VeKZVWRD4c889WvUiwWjVW09W9xzGxuYYiKQV3T832CQ/NwzHM9002HUUSSJNJxK9VUqZY34IehQP9JAoZtXZUl+XLJcrEQUmRV4Sohxu3cuCG+II5D7Dj0Oh2ee/FF7r3//sbptc4yWRi0pp0kfO2rX+V4r0e+v8/w+nVcx5EOyXJNHIcXLl3iRByjplOiToeq18Pf3CSrKgpzA1WGD6MrSe+tylJ4MubfdSWqJ8zc2g8CZgcHFFeucOPiRT74Mz/DF770JQLfJ6oqlpMJKs9RZUnnyBGyyYQ6TemYTk87DhubmwRbW+yXJaXripuxgR3LWkjVpRl/1azGNcpwWcqqkqLDKMY84MjGBmEQEIahjEYsPG04QY7WTWbJ4YdFVyqDsBz+viW6KtMxeea4XhA0wYXTxYJpmjI3qq7Gh6IsxQzO91lfW2PQ7xN7XiMHtGory5cptEkPNnPi3HBXpsMhvXZ7JbV2XepSZNO1FvJ3GAQiOyxLfNclcN1GNj9LUyazGbedPUt3MMCJInQU4Xc6qFuwYPnlX/mVBlmxpHPXoo51TVUUDOOYx2/c4LsvXCBRQpJUa2tSXDhiIMZwKOiH562+bzeQ+XxVpASBoCNRJIXD4a66qlYETStNtZtVGIrCZLGANJXr1Ny/2iIzyyXZbCZJwUEgXDwD+9PrrRRN1v3Wjg2A5XQKWtPrdGRsYDY55brCszLvZTEcUhok0kW4eaFB37QpmEvfZz/LJISzEjVJ6LoiMKhrfMdhmWVEZhwUBQELo74ravF/2fz7fx+2t+l8+cusv+MduG99K87+Pp1XX+XbH/84Zx94gPYHP8jBZz9LcuqUpImXJdF0iv/aa6g4Jl4sqNbW4NIleOwxkXo/8ACXLl7EvXGD1t4eajzm4ic+QfLkk2RFwXoQyDjrM5+hPnWK0ZUrbF65wqeeeooLd92Fun4dZ3d3haK0WnI+ZzO5BhxHvmcLCDuisefY8knSVFAZy1EKw9Xv2SLBclhsAWP5KyCvYwthW2zYa86icRalMYjp60zilGqaYseoEA8XI9oRH5RmzG1fNwxfX7CY4rmqJbNNuy5OUXAkjukVBS+ZNbi0XyuJLqmUcD61Gbf+1BvkrNyyxcrXfvmXKV2XXCm8VovhcolutRjOZownEzrdLsPJhDzLeOjNb6YwjPBet8v6xgZ3nDnDH//7f8/ZVovF7i47ly+z2elwan2dsK65cPIkSVUROw67Ozt8/ckn6YYhqiwJDSHJNRtYqMQAyTXfC4CW2VQqJUqjuizxg4BWp7NKtgwC8T4xIwVM9+74Pn4YErXbIjcMQ6JWSwzuqorCGAeFwHw+5/iJE7z0rW8RGXlbDGRFgef7XL1+nbe87W1C1qxrYmPWli2X9JKEE4MBNy9dwl0uaSUJmZHsuqboO7K5KTdXWaKiCN3rEWxtUVuJmhlHWO28tihDljV/t8VMWVXkpmsPq4obX/86W77P/s4Ow+EQ33FouS7peIyT52TzOW6rRTGbETuOIBBm1FE7DmowYK+uJV8kjpviRBlyb4EUFlVdNxEGVS2hhHmeC7elKEiCgEGvRy+OaQUBgZ2pa90QWhWIusxuRuZhUTHrgNsQtC1ZTa0cJF1XQr8cgzJlRcEizxmOxxTmc7LdR+C6hL5PHAQNAjMwCd4usrBYaSAGDbGFc2GKpqIsmS+XLOdzMiOVTuJYMrJqcUi1JMo4DIVsXpZNsVoD8yyjdl16gwFrZ86wd3CA3+ngd7s4duxxiz1++SMfkQVTG96V4zQJ5aVpLpTvMwtDHn3lFR7s99nq9VDj8YpYOxzCqVPCE7H+KP2+dNGWk2CUbSyXK8jeblyz2coK3RYmJ0/K861yyCqDlkshmEeRbCLdrvBUzMjBA2l4tF5JmX3/9a9X1/Jep1NYX6cejZjMZjKi7nTkvRvkoZ7PRV3k++TDoYR31jWLopBmRokzrQt4QcAUyMwI2DqCV56J4kAC7LJS7N0rU/BrrRmXpRT+QYACrj76KNtvehP7f/AHDB55RPh8L73Ey7/2a5z5nu9hfvo00eYmYauFNjlimS+W78vr14k/8AHqr38dXnkF30i1ncuXGQPbp06x6PfpvPIKWZbxOa258/hx+mGIk0vmmJsklF//OsPz59l85RXO3ncfnmkIG9XPiRNSPHreigw7Gsnn3e/LZ3xYYgwrPx9DoG/cb427ecNVsdwgg64Cry9UbBFhCxFbmFoOlf09Q6JujmuRuziWsR6Gl2nfE0LYrxFSrDZFk/VOaXKPDEpi0WQcMZbUSvxUKEuOOQ5JlvG050lMimlUG5GBGdM7VcXfeoNjoFu2WLn2K7+CU1W0jOpnOZmIy6GRx129eZPbz56lu7bGa6+8QrpYMBqPCauK0HEY37yJN5vxlx96iIvPPYenFMvhkJ7W5Ds7tPMcbzKhU1Ws+z5RnhOVJSeCgG5V0dWaRGu6SAiXpzWRUmx3uwx6PbI8Z6m1hHopRTqb0el2BX7zJFdHu24jmdXaRGwbuDlst2n1+/hxzDxNSZdLkiTBhunpUmzbkyQhdl0mV6+STyb04phJntOKY6ZmtHP1yhVOnz8vJnImiM9xHJEWVhWDtTX+/POf53i3S6kU3SShyDKyLOPEsWN0+n0OypIsCOQ9ra+TVuKGSm1kwnUt6iVzsykDtSvDB3HthmqIYmFZ8oPvfCfXX3gBJhOWV69y2/Y2t99xB5cvX2YxnaKVYufKFdY8j8B16fV6TNOU2sy6F50OI99Hh6H82xQoRVk27qTWCrwwN0qpRR5eA60goBWGbPd69KOIxHEITJfi1LWQA82iUTuOcG0w8uZ6lTdUmw1fIYoxz3BcLG/FWvF7ZoMsikJM4mYz0iwjNR2r9fAJHVEKtaOIVhiShCG+69Jutei2WjJWMu/DdjxN/6RUw3U5GI2YLpeMFwv2plNu7Oywt7uLLgriKCLpdHDqmtoo2ChLXLO5lVWF9n36GxsE3S6trS3KIKB75IjwOKJIsmkOd263yOOf/vN/LkgZNLC0hpW6rSwbpKVot/mP16/zpZde4ofuuw8Addddsul3OnD9uoxshsMVt6AoVsnMGxvyoua+A+S5ZSkFTL8vfIbNTSl0LDcgz2VsYDcr20lr3ZAu6/lcFG1FIc60rdZqg7LyZSuV9jyYTuWcra2xuHGDdhAQxbEog5JEnjccogYDVBiii4K9/X1mRSFNmunoOxZNa7dZhiFLc9+0g4BlmtLrdqnnc5yyFMWjuTfiTkeQ2KJgUUoWU6yU8ACVgs1Nsk9+ktZoxNWPf5x6NCJ44gl43/tY3nUXnfe+l+qBB/B7PZxHH8X7ru8imE5ZfupTcP48169dY39zk7UgwL18WZqnosB7+WUoCnyt0a+9xmQ85jNZxiPdLlUU4QQBTpah2m08pehcuoTXauG99hpVluH0+wDoxQJlwwPb7VXxUBpFl0XTokjOuzGbawoMW0wcHtGUpRQ7y6Ucw56vVkuQM9OsNkWH5aLY34cV6lHXK5TlcKFkRzrm9ZW9xuz7Me/NMyNIZWw2CseR0bpambkpw0lxTKPqIGujm+fosqQuCo4WBS8rxZ4h+Va1OMM7BuV2gNp1+dtvULp867VF5lE4DkkcE0QRoe/TarWogPl0SquuOdLr8fILL1Bo3XgqhIZkNa9r9qdTHNfl//j851kqxXg0otftwsEBy9mMernEUYrt9XWq/X22XZdeq0XX92n5Ptr3ef7KFeYGxtSIjLSqKqIwpDUYMJ9MODIYyCjEGCIti6Ih7YZapFyVGUnYILrQOAg2FXSaMp3PwfATrFQ4SBKy5ZIyz7lw4QJfvH6dKs9pOw7lcknHIC1XXniB/Te9ie7x44RJQmE6Gg2M85xTt93G4NQpJmlK0m6TZRmtXg83CAh9nyIMOXLvvUwmE3ylKJZLXHMctMQQNDfOdzwsKdUxXZf1tdFa81//239DeR71fE7LEZfb4tQpaq3pr68zOTggMR2aqxTTyQQ/ikirim63y5Uso1BKZHHQdA1gZuMIkbeGxsTMFkxJGBK7Lv0owq2F9e4apMHzPPGc8LymyLJ/rEdJYy2tV0og+3+tzaJhU0ib91RV8m8zuqtM59kKw8ZlsqgqCXozz42iSFRG5rPO8lx4SPKiUhiaz9cxHY6ua+loSrH3nxYFOsuYZRnz5ZLJYkHc6RCurRF7Hp7WLEYjaoPkqEoI5LosyV2XtcGAuN/H7fUE6bNw83egTLfKQ0HjEeIYoiD2nFZVc35wHIL5nCpJ+Hpd85Wi4OHTp1ejgL096TqtCdxoBIOB/Ntk8XDt2kqGPB6vOuEjR2Qjsp3r4ZwhyxU4xH1oule7Qea5BKYWkvXTdNO2U7fdv+s23BkdBE1eTeSKVxDb2/Keq0qIvp7xcZnNyEYjlmZ0rJSiCkPCMJR09yAgA0KDLGvXJUUcUBcGxfXvvBN1111UV65IQvBsJonRSpE5orYrigLP89j8xV+k/2M/hu84XH7kEdz5nJuPPUb7rrtY/zt/h1f/+I8Zf+Qj3P6bvylhg4MB0c/+LPqd7yS7eJH2D/wAxZ/8Cf29vcYfxi1N8GIQ4D//PMqMrtdclzf1euhTp8h2dwm2t6nHY9RigXPiBN6VK7CzIxLm4bBJxlbHjqEvX5aCpdtdjW+iSD7v0WiFZFnVkC1kDxsFHuaD2FGMHQUeJlhbhO47C9XD3BZYfbUFiS1etF5xYmBVvMJKHq/1qtitjNeQ2asKwPd9sdLQGsdMAzBoCsge4hWSd4eZNMSuy/dUFd+0160RGVhnY13XTcjsG3ncssjK1d/4DeGHOA5kGUFdU0wmnDl2jKquSWczsXR2HIpSHGCvj8fMsoxrBwcsioIgDJkCizhmN8/pDAbyu8bIzfV9KsdhmqacO3eO69euEQN3nzvHdLHgYDKhNFCYAnqdDoHnkc1mzMdjQs8jDgIZXTgOYZLgR5E4NxoEJa/rhiyJI0ZMThhSex6l45BqLX4ZRnroBQHadMKOQS5cpbj9xAl2r10jNQGJuhKHX6cocOqaGzducPeDD0qBgXFwdSVwcZGm5GmKk2UkYSiuh0HAeD5nMZnQP3GCSVWJLLYooNeT8YxBFlRZNmnLFnH4zkettUQZaN2QsFxHpNJuUeDlOcPRiNT3Kedzjq2tMRsOmWcZfhDgxTFBkpCagi9otUiThIXxJLGmR8qgIcoUdJZHYjk0rhmBtF2X7bU1OlFEK0kkGFEp6jCk8jzCJKGshTisTCGAef9NYrNeyZZt18Eh7pEdA9nn52UpqEqWMZ3PVwiMgcZdg8pEhkPSSRJB00CQlSShHcfCe8HIBM25VAbdqbRmUVWMZzNu7u6yyHNmeU5a1yIHRdRCtvDc6PdFulkU5KaAwmw+TqdD99gxNk+fxu12IYqEz2Bm5dq89q32+JV/+S+lg7SFiiPqmNoUvY09uRkP+Wb0+PyLL/I/3X23mIppjZpMVjb5RbEa9RiOSaP0sB13Zci1J07IJpZl8rNOZ8VjsEVKmr7OTKyYz3HCkGI6xR0M5DXspmQD7pSSDdL6rxiSrzbcAhxHuAqzmdjudzqC6PgmdybPod9HT6eUkwm7k4nEO2jhNRWtFn6rhQoCCtMMBGaMFV64QPfBB/Fvu41ifx/3jjtIzp/HjWOiM2fwlkvKnR3y5ZLcFIVlFFFqzbF/8S9IPvAB8qpCTaes33sv8bveRXTHHSyfeYbOD/4g6+fP07//fi7/1m/RrSqmv/M7xO97H/kv/AKd7/s+hn/0R0x8n/U77iCcTHDuuYf62jW5bz0PXZYUSqG2t9FpyskgQH3oQ3DPPTx/8ybXd3aIgNhs3sogGcqcg3q5RMcxzva2fPbTqaBilsxsoxFMU8l8vioSLDpy+Jqw5FZbvNrzZ4uRw1wVg0aTZatjHuar2ALI/o79cxg9sQWNQf6a5Hn7x4yVtOuSlaUgIb4vlhZA5Xm4YSheYEqJj5XhSeVF0Yyvte/jBgHtJOH5umboeZJVZ+61sjJhsWXJ3/6Jn3hD9+0tW6xc/vVfl8TYNOXkYEC6t8daELC9tcXW5iaXr10j1ZpjJ05w4b77CJOEv/ojP0IUhqyvrbHR66GqikmWsTOb0W63GR0csJ+mZFrIivOiYJKmFJ7H9b09UYMoxbVr15guFpIhYzbo0BAhWwayt5JXtBaXVK0JWy0C4+xaYuaG5oLwPU+6FlPFKt/HSRLmWotUWikKwPN9dJ6j01Q8FMzxh+MxZ2+/nVdeeAGVZcRKEWpRNHVbLUbjMXe8+c3UFtKra2rXpTRFUb/d5htPPMHAZMrUjkOeZWSLBe2tLYZFQSsMcbKMIorwWi1xAjZVvqqqxsfk8HjEfi21KHBAUA4cp9H6b7da9BwHx/PoHT/OoNUiLEtu7OzgWHQhjsUWXymidpsgSRgqxdwVO+9aqSawEFPFa8cRaa7ZmDytiR2HdhCw0WrRDUMiyy1yXco4pn/iBBvHjlFqLTwPhLuiDs9r9UqyfLgws+Rd13WbYsXGN1SVBF4WeU5V140ttdIm1MvcwK0kod1qEYWhBIkFQcM1sVJqz3JfTKHQREaYz3i8XLI3HjOcTpmlKWlVkZnrJ6uFeDufTJjv7jJYX6cbx3I8w3cpaiFCD267jY0zZ/DX16mCQKTRZmGzhlG3XqkC/+zXfq3hqmhT2FqejzaeKocLFtd1cXyfg7rme++4g7WbNymuX8eNY1SWoScTyjTF2dwULsnenmxM1gHXdVc5MkEgRM0sk47b3APM59KhWyKsJWSePIne35eQPa1xTShh471xGImx5FyT+QOg53MAijTFX19fqZh8fyWlLUsh8h4/LuvV9euM0pQsl0BD5brsvfWtfLHf53iS0EpTVFHQ6vUk/uGRR2iNx+hvfAO3qkg3NugcPUr2p3/K8POfx/3WtwgMql0eHFBozXRjg7v+9E8JPQ/3ve+lDAK5/sKQcD6XxqnTIZrNWJYl6upV3GPH6J05g/7t36b1gz+IXlujOnMGdzql9fDDDC5fJioKeMtbUA89RPaNb4gCMsvQUcRiPKZ9+jTzV1+l++Y38ycf/zhHH3yQneWS/mTC0Y0NqsuXcY8fp14scHo9UVrN56hWi+raNXF23tpCX7mCms/lXNqiw6IapvhtUBJYKcmUkRHbh+Wo2PGd/f3DDZ/NA7LjRVj5ulg+kv3e4aLHFjSHkRgz9mmUjXYdNgiIUqrxlEILQdZykdCS/bM09weVKOiWxqKiVooS8YHyWy2ysuQ5pcgdUbXaUWtpxoN/+/8vpnC12QR8R/JzTh47xnI4RA+HhEeOcN+ddzJ/8UXme3vEJ0+Kg5/WPHjhAi88+yxFEHB1MuHs8ePc1+mwNxqhgoAqilBpysvPP48fx/QHA67duEFR16xtbTEfj8mVeKW4ZiQTRxGeUhLW5br4nsd8MhE1hecR93qEZp6cl+L+aTcw15O8l0opIXaaSlsDQRiSbG3R395mNp+zs7ODHwRy04chZSF5Lo7vE/g+WmvuuOceLj/zDL1aXFs9zyOdz+krxRcefZTvff/7mR2ClZ2iIPY81o8cYQlUWUYQRZR1zfr2NtcuXqSYz/F9X9QiJgqgY0yhmspcr5QV8PqixW7orvmamgo7NBfttCjIplOUGUcsRyOc0YhlmlICG90uSRgK3yQIKLSmlSTNTWQD/gKMtl8pCq1XjrXmJvO0JvR92nFMJ44JaokzWADexgbv+5mfkQXddCoHL73Ef/l3/45wuSQ0N3xVVY3zaXWoO7H/b9egHSyQrDMAACAASURBVLAqIKy1fWkJhQYJcZUiND4rizynHccy2rRBdGbxKc3i4RnUhsPHV6pRmynHQZcidaeqJC4iigiyTCS6jsOsLCk9j7woxNGz06FQiggp7rKiEHt+36e9uUm8vk5lCkL30GiiIR3fgo+o0yEfj0XCXRRS9NW1RAmY4trRImcvs4wiCFBhSOj7/K//5b/w2+96F3pvD384pJzPxRnYcUSBYscxSq2KB8fIVS2KAqsEX9ddKUryfOWCa91RTePSdMffyU+w5Fw7koDVSMFI/1GKcGtrVUAFgYx+7PmsaxlLLZfo2YwZAu+rMGR6/Dg7738/6sIFvvZbv8UPKFFJOmVJMZlQ3ncfa5cuce2xx8jSlF4Q0Prpn6Z+9lleuHiRSimq2Yx753PCu+8WCbzr0nvHO6h3dnCzjPTZZwmzjOAv/SWRJX/rW/if+QzObEbd73P98ceJnniCEz/8w8Kpuf12eOopIUXv7jLf2SH+qZ/Cee01nJdeYvT883R+7ueYOA7e5iaXDg5Yy3OSbhcmE4ooYjafc+EDHyA4e5a3jkZcPXkSd3dXxh2TiaBkoxFqfb1BytwgoLp4Ee+uu1CnTsHLL8s5P3ZMnm9HgvY82b9n2UpB1mo1x+bw+mlHOBblMAhIo+Q6TJS1xYeRrFPXckx77mtjx2+vGXs8e+0cQmy0WYPR4hemzDpuPcNypKl2lSiJqrqmchzhBta1jPENGusb1FoFAU5RcLKqcMy+1KiItLjglv836Pv/0+OWLVasxLAdxwKplyWe57EoCnSacvzYMR7pdvnqN7/JK88/j7O2xmc/9zmRplYVOzdvEg8GbJw/z+kTJ3jl936Pk+vrPPAX/gIvfvvbBHHM8WPHuHn9OkdPnGBze5u432f/6lWuXbpEORqJjFlL/k9ve1ss8x2HKzdukIQhgyNHxAHQ95sTbivLSgtfJXLdJnV4Np9TzefivGtIbaePHqWOIpZZRn99nSiKcPt9om6Xg8uXSYdDvCwjq2vGyyXH7r+f5y9f5nyvR7q3R7a7SwuYRxEvX7nCY//5P/PO7/9+FosFyujtnSBgtFjw9ne+k29/7nM4ShG3WlRZRi8Mee1b3+LCQw+RzueivtKaxe4uSa/HoiwlY8mOJJDxBBjSrVINuuLakRfi4qpNB28VNKOdHYKiQBUF5XhMKwgogoCsLFmPIhzfZ4K4pxKG5GlK4LpiUqXUanRnO86iwEcWXtf3SVyXtVaL2BVpLr4v7zFJePj7vx9/MIA4luOFIev3388D3/d9fO2zn5VgtuWSMM8bQzg74qkNqlQaONSOw4CmSCnyvBkPua7bENYKY+IXdDpErVZTfGkz/gOIwrDxtvBq8SxwHadRm9nxk4MUS3Vdkxk1lq81XeOZMasqSmBhYN46jmmvrUm6sCmeK3PssN2mv7Uln2tZEiYJdVk2Mm6QwvBWJNieHAzY8zwmxgm2qoXHVCtFZTb8EqiNfF9ZuXm3ywta81cee4x/ff48tw+HKK0laR0I2u1VZ7u+vsqIWVuTDa/TkU1nb082rTAUTotSje098Hq1x94euC7e1pZsTPY5SkmxY4m5s5l8r9+X15rNxKFWqZVCSCl5D+vrq+MkCXpjA6qKSRhy7ehRFufP421vs2i1uAn0tebJj3+ck0FAlGUEQUDhuiwch/7aGhd///fpZhmJUqR5Tj9J2P3Sl9gyvKZxVfHt4ZAze3vMAHXuHCd/+ZdRu7vMv/xlsv/wH2j9zb+JevVV3O/9XpbPP0+1s4Nfil/LHW9+M7vf/jbFV76Cv76OE0XiCOv7tL/9bUmR/tmfhdde48bf+lt8/ed/njd99rO04hh9772sdzpoM0ZR//E/0lpbw5nNuPaJT3DH295G+cd/zCkTIRLfcQflxYuoXg8dRbC7izp7lvrSJclRqmuKZ57Bv+8+uO8+9CuvwEsvoe68Uzbkfl+KlPl8NZKzDrMHBzISarflHCglhapRdzZNH6zOP8j3rIOxRdTq+vVFyXwux7aKsTx/PbJiC5xD10/T+Jj72LMon+viGnqBb9Y5xyCPjlKEZSkjfbNOeUghEfg+fhzL88KQ43FMe7FgphSFKYBqV+Jf3nipcgubwtWmMy2qShQzpfhLTIuC4XDI9ddeo57NOLO9Tc91WY8iNtbWOHX+PLXvc+FNbxIJ5mDA3Q8/TAxsVBU7Tz2FqzVvevBBwiShkySUyyX7+/v8hfe9j/Vjx7jvrW/l1J130l5fJ+l2UUoIuqnpzNY2Ngg7HeJ2mwLEfMvM+jBdquP7BFFEEEjwlx/Hwko3aI2nFJP9fS5fvMhyPGayv898OiXLcyrPE4XG2hqh5xF4Hkmrxcb2NtdmM/7mP/gHxJubdHs9Th49KlkOVcWa1tx86SUObt6UTc1xyFyXG3nOS7MZa3feSem6LBYL6kr8Trq+T1jXXH3uOXxjKhYqRbVYUKap5IiYuaa90b6Ty2E3dletspWaIEDPazbxJI5xsoyWJ5kjWVnKCK2qyPOcZVFQ57kUBKYgcpAbxR7DElMxBYQD+EAnDFlLEtpBQOL70k2buWun38ePomZR9+qafDSC4RAvinj3+9/P//jjP87bfuiHOHH+PJvHjtHr92l3u4RR1OT2BGGI5/vNeMEWKmUpGTwYhZDlpniOQxgEgsaZ92RTnB1TFLhIyKSvlCwKpihRWr8O3bCFk+NIzkthHCpbnsdWp8PxXo/tdpuW44hdPmL0ZRUJdqSklLiRBklCYRAhi1Yd5t9gXv9WfNRBwMbGBr1+n6MXLuC124Ju2s4WmowolkvyNCU3UtSirhk6Dn/v0iVu9HroIKBACugaVijHYCCfbbv9ehLlZCJvQmvZqOwIKMtWah7j6toULVEkyEdVUS+X8m+rNJrPBY2BVQdtVDtKGQ6LJWtubMgfO0rqdtHtNnmrxSff/Gb+8N3v5pnv+i5mZ88y6/WYuy4tpcSGYbFgLUnE1iAIKMqSIIpQeU6n3SZUMl7OAQ4OyH0fv65x65o1pVjUNa4xs+PCBZZJQjUc4vV6JD/2Y4Tf9V2oc+fgK1+hMxrh/rW/hvehD3GxKNBvexsbSSIBnbu78Pzzq1FZnlNvbFC98AKMx6xXFdGZM2zeey+cPo3z+ONs3LxJdzikc+YM9caGSKivXuWtZ84w+djH8EqJuqCqqEcjIV8bl1pt+EPqyBHyvT3hcGgtBeJyibr7bilQrl5dSZmVkvO+XK4IuNrIyhcLKUD396VAbbVWnCN73i3ScpjbYry9GuTOEGIbNMbmVdnCxKw3TdFjCd9ar1x2LXpjpdZWSm9GPHZcZCX9dkQ8r8SCojBrW1aWzLKM2WLBbDplPJ0yuXYNZ3+frapqGlSFGKHaQMM3+rhlkZVyuWQ0GjFxHHa0xi0KYtclMv4CZV2zORjQShLCsmS2v086m1EtFjAek+U5d508yXN//ud87HOf4029Hm8/c4absxnPpCmTvT2ObG6yf+kSbp5zfHOTb37hC1y9coWW55F0OsTdLn4YklYV8/mcbDRie3ubQb+Pg2S8xN2uWOXXtcgGLTlNa3yreVeKG9evS5dsuv4iy0iCgPHBAbXjMB6NCLtd8jSVwsZ0cK7n4Rt57s3JhCdffZW//Au/QPT449y8cgW/qugEAYXjkBmOxFc//Wl+8Ed/lIMoYqco2DxzhvOnT/PY7/0eo+mUvu/jFgWqrpnP56xFkcinJxORn+U5hVKk0ym+4d94SjxgDufkNKRTrantjBTZaOuqaszNKqVEidLrSV7LYiEbpSnsPLsJm40zaLcpy1IIYK7xdwBKrfHMZ1sD2vOIkATRbhQReZ7MVg16UJjCpioK8vmc4cWLtAcDRjdvEgNXr11jsr/P2be+FYDWxgblcMh8Z4fJcEhZFBRpis2+cM2Nnhv0rDSEVV2vMjfseMwS95QWgyyLRjVFlIFLtV4lgytT7GE+t4bAaz5vlEgDralcYDapyPNohSEdUwRdHY9ZAHvjMd++epWHTp5EFYUkQHsefhThG4m0Nt+r0hTHEGztQ3NrjoKKKCKsa6KqYnDkCFG7zaUnnpDNx1ynWks2mC5LVJZR+D5lWeJ6Hhkw9H3+N+Cuc+e4bzTinsmE43bT8U2o4Pq6bACdjhQVljNgYPPmq92Ybt6UN2gVV5ZwG0VSkAQBlVEpYjPGbKaQ9cEoitUYwnVXIYiTiTz3ttuazUsPBhTr6/z+6dNka2t4nsd0sWDQ64myTGsS12UxGtFxHFomfsHmwug8RwcBpRktTZdLfNdFz2YMTp/mxrPPEtY1qecJwtlu0/c8MteFK1dwkoTrly/jPf44QZ7jPPQQ7tWrvDSZcOF972Ny5QpnP/IR9FNPoYZD2VCLQtCkPBeRwgc/SBlFuEb95Pybf8Nb7r8fdzCge//9FGtreM88Q/STP0n96U+Lmi3LiE6cIN/ZIVwsBF0yXlJVWeIPBswvX8Y7OEC1WqIMOnGCYGuLbG+PoNWSsahxH1a33Qbf/KagZMeOrZQ7cSznZT6XYsEWmmkqKIvjCOqWJFLc2BgFe50cRlbsWPhwIWILFnudWFTPKsLsdWDVRK3WKskbVscxY+OyqijSVFy7XRcnCIST5Ipjus1UqxHksZkAmNFerSShe+E4BFqjfZ+WMt4qRolVZZn4Xak3vnLcssXKwXAo6cYGsvK1ZtDt4pgPzNeaMsskfrws2R2PSV0XffMmrSgiT1Nu7u5y+vbbuXzxIqnWvKI1Z+67j09/5Ss4kwmLmzdZ830OplPGe3voKOLg+nXijQ0IAm6//XamiwW17+McHBA7DkcHAyJXsnguvvYa1DVRq0XSapGWklNjRxb2w7eBi47rUhdFA7cVhkhb7e9LUuVkIuS0Sqz7i6qicBxKg9oMs4yf+tCHYGODc+99L89/4QuonR1irSk8ifaOy5LlaMQLTz8N993HtNXih//u3+VffvjDjF2Xdq+HznPSvT08owBJx2ORKgNOWYprsO8Tr61RRhGJ2awL122MzeBQweI4K2fXQ9yWwHHE5h+ogoBAKerplDRNWVYVGQLFF7MZU0/ymaqyxO/1VgodR6zqGy8XpYgMn0kFgRj4GSTDjWNmyyXtVot8PsdzRMnlIh4K6f4+2f9J3pvH2JXd952fc/d73/5q59JNstlkL+y9ZXVLsmQtLSm2I8WyINhQxpKDOLYQe4RxHMz4DwdjIInjBKMEY8OIM3YAO7Yhta3RYkixW5IluS1KrVZLVDfZTTa3YpEs1vr2++5+7/xxznlV3QYGI/0VYi5AdLNYZFW9e9853/P9fZfRCDvPGezscPXcOZy5OYpej8wwZHtxEJAGAU4cI8qSXDMdCpQJoWa7xV4YUqHusX5NQFmqVZ6HYM9NpAGA/jzD2LNeCyFV+KYhw+/Y/4YXew6lPMtm9QCubeOZJpZt0/J9HMchzjKS6ZSoKPjeyy/zwKFDNBUrZVsyA8hyHBlcuE9Mq7+OBjFlUcwqAW6nq3BdplmG3+0ibJtas8nBU6e4+vzzM2ebvpeVWk+SLCOJ41mycV0IiiDg1SBgrVbjywcP8ngU8SHfl+M7w5CjmSDYs4lqh0gcy41sONxzE2lHiW3Lb1JvMroYUekeLM+T4KfVkqLYyUT+Pa09GY/3Nst6XTIyu7vy3221Zm3AVb3O1soKzxw6RKSElQ3fl+9/IfVzFuCHIadfeQW/KHB8X359kLq24ZCyKDh48iQXX3wRIQTL8/NUYUjwxBO44zG7q6tURcG93S65ZVFLU/wvfYnoS19iKwiwr17FfOMbyXZ3aS4sQLPJ0XvvxUxTvvcbv8EjH/847e9/X+p2tAVcheyJqqJ485sRV67I36viyFq3K7UXrRblc8+RhiFZkvDyCy/w6D/6R1SeR/zss5hbW4RbWxgrK9LlFMcY6gDjqHRgYdsUUYQZhhjtNo5y9CS7u/grK/LeBIEM9Lt1S/5aWtpj0zQ7otkvDSA1M6TbuptNeR99X4IZ7RxSzOcsKkCDC61p0qBU61c086IBjtaqaPYF9vQuQrxmlJTFMUWWESPXHZIEV+mxKnVg1IdBU61VlmFQGYbUcRoyU8cGaQ5wXe4uCr5RyJDJLI7JkoQ0SX4osHLbuoGKz3+e5eVlFpaXObCywvFjx1judglsm6WFBbqdDq077kAsLfHohz+MMz/P186c4d5Tpzhx//2MsoxhkvDqq6/i12qUrkts23znwgWu9HpyhlcUhJMJYVmyevMmyXSKaxiEgwG+EBh5Lkv4Oh3uPHyYPI7pNpusr62xvb7OoW6XcjIhVvkCRlVh5jllmkpKX4uZctlJMutkUAtlCRiFjK8283z2oGRxLNMb03RmyTWEYHN3l0GacvepU3gLC6y+8grNqmJ5fp7QMChbLdqtFqLfZ2t1leMPPMDhkydxXZcn3vlOfvRHfxRrY4Nr3/0udlXhtdu02m0cy5JUt9Ld+AsLpI5D5/BhdkYj8iwjcF2pJjeMWa7N/hRXsW9TNyyZnVJLEmpxTMe2qXkeWZIQbW1RRhGlYTDKMhzTZKFel83YloUjBKltU7bb5LZNaZo4IGPIHYfccZgIQVjKVt2W5xFYFmPT5O4nnuAd/+yfcfeP/ziu5xGWJfc9+SSn3vxm2ocP43oeTd/HNE2GYUiYpjz0xjdiuy5lklCOx5Rqw7ENA8swsA1DZrioUVWaJERhOGNvqn2vh85EEXpMJsSsYFL/gtcCFWCWryEMmeAr9MlHLyKavUKK3jZ2d0mSZDaaEqZJIwhoKaeRKQSb/T6lIdOZDcvi6MICnmlKF1qjQfvQIWrz89hBMAt1EpZsskYxDmSZDAa8za7fffrpmesqzjI8x2FpZQVvbo7h9rbUelgWnm3LbCY1mtXjReKYwDDozs9j+T4RkFYVr5om397d5Z0PP4zQLcuTidx4Njfl5pAkexoFLcDVjhJ1HylLeQrWIyINSACxuChP4zdv7tlkYS+xVG9KnY78d1VeDPU6zM9TOQ47ts1HvvpVzq6s8MiTT3K918O3beq1GoHv49k2tm3PWttfuHCBjStXAHh4OMSOY6J+H8d1iW7exHnXu1h87DHmH3kEceIEvfPnsV2XzgMPsHTkCMsPPUTZbksn4+4uVhThAvU8Z77ToRXH+NevY33pS5hnz+JeugTA4Y99jKAsKf70T6V1PghkvYHrytygJ55gZFn0Nzbwn3kGs9eTQWXnz8NnPkN+4QLOYMBuv8/2YMAd//yfs/ryy5iuy4XNTdx6HXHjBq6Q4nWaTYyiII0izHqd6XgsS0MVmNNZOJVhYJgmWb+PqZhNgkC6qfJcAhZtHd9/abGtHufo944WVofha0P8NJOyf3yjdSf6sKLBrX4G9sfxa8ZOAx49ejFe5zYSqk3ekCnhtmWRqoPRNE2pWxaDKKIoS7nnVDLZ2xLSOVQoQGQaBp4Q1EyToF7HVpqtr00mTMKQNI7J4liGUE6n/M+/8is/0Pv2tmVWRirrwDUMas0mw8FAJu2V0qNu+z7ewgLBwYPQaCAWF7mZ53ztO9+h/uKLREmC32hg+z7Xs0wi550d0lKWe023tuhvb9NoNKgvLbF4550cWFggmUyYlCXb6+tUSYJjGPSriu0wJM1zbty4IYW/lkX/xg3ssqR0HMIsww4ChqMROdCcn8dtt2cCvgoZambZMupdt5Taip7PgUzdcBEE8uEQAkdteG5V0S5L3v3ww/zJv//3vOttb+MtH/gAf/Td7/L4wgLteh07TZnrdkk3NnDznK0LF3j/Bz7AsNfDW1ri2a9/ne7cHIfuuYedS5cwp1Pqvk+p0iw9ddIUVYVnGGyurXHo+HHiOKZM01noGuxzwqg3hS6yotwr+rPTlLzfx2o2mYzH5HGMA1KQmueIPJfKc3U/te3aMGRpGoBXyfTRGKlxyRoN7rj7bu675x62z5zh1pUrZHmO2enw4LvfLWf2psmBxx9n/uhRab+0LPB9LDUGcOt1jrTbHHngAZkNoN7olWVh+j5umlLGsRSNKVGqZlJylWEAvEZEpvMq9P+DHOXoE9N+NuX1134x7+uzWyq1UJTyN7OxjKFmzZVh4Ni21CgVBZ5lsTQ3h3PlCsOyJLMsNodDesMhTr2OocTgjjqF5UWBqQCS7ncyDZkNk/8Qc+f/Ea7KNEnLErsoZuDacV2WDx5k+vDDrL/0EkYY4tZqUt8AM1u8WZYz5nSqnosCCVYEsG7bMn9iPH4tTd9oSEagVpNgQ1uXazV5utabUpLsOYZMU25kOsK90ZAZLVev7m02WregT9eGMXvG8Ty5Aao8kMo0+dvNTf63CxdmLiRfOVKiLKM/GpHlOXcsLcmeMGBimmyPRmwNBmRRRJJl+GlKvdGQY58oIv/sZ8nuvZdMfW/NyYTqzBmyJ5/E6nbJd3epoogqzzFXVqi2tvY6aABzv3BYjTPEX/wF1t/+rexnW1yk2txEFIUUDvd6pHNz1Gs1agcPMv3c5xiHIall0dBOqKpCZBnC95l76CG8H/kRnO1t6u02t/p91ldXeeDoUcZCUE6nVAqIFMqGLKqK+vIy+Y0bmEtLZJMJdhDIrqE4JtndxVtaohiPJQi7cQNx5AgcPSrv1XAo74MexWidkO/vHUo1C6LGMlWSSE2OFmLrP9NMiQYsGvDsH/vp11OPCDWwhj32Rf89zdDo7w2pI0zjeK+zTD2PNjApSypbVsBESYJpWQzTlKqUbtwgCLBgJvB3dGxHUbBi2xxIEka5LO11SumijPX39gNcty1YsUwZ2DOdTtlOEu5YWYEowg4C/E4Hq9lkWlU4WYYRhgyGQxw1lrBdlze95S1Yts3Vq1dpN5t0223OfPe7NCyLstfDLku6QUBZFFy9epVBnrPSbkOWUUSRtMlWFfVajTyOCcuScSkdSr7aQHNllxVliZnnNIuCYjolBZLxWOpNkM4YFA2PuqlCCaASwNMbE/KBNpBdDpYK4MkAkSQ0bJsXv/ENovV1Lnz3uzzyhjfw1p/7Ob7y+7/Pm44epVavy5A0Iah7HldfeIHV06dZb7Uor1zhwePHOXfmDIff+EZGkwmT3V2quTmsZpO5Wo1Jv0+pkLQoCpqmyeDWLTLbpuE4WEj7awEzBblG7VW1L+m2KKiZJv0bN+gCZr1OOBhIe7AQmI6DaRjkaSrbmvMcr6oIowinViOwbdKqInPd2WsrhFScv+8jH2HlkUcgjjl2zz2cfuYZ+hsbPPrmN5MCTpoyzHMCdYosq0r2YVSVLI3UYlI1wkmLAiOOsbOMKo7Jk4SiKEjSVApZFZOi6c08SWYJtrOgJLXQFGU5y10BZpu+gL/nqtGAZH9n1H7wp6+qLPdAkRAzSzzquXLVCUsAvhqRWb7PUrNJOBpRFAWTLGNSFAyTBNe2aWrGRwjpZlMnOR1Lb6gN0v4hFpz/Ea6W78tupqLAUZs4hkFQq7Fy+DBlHNO7eFEKjdXmmauFPhAyHh4gSVM5Fs0yKeRWY5rzly9zr+tKwNJuS2alKPbYE33araoZfV9Np3LU0WxKcNHr7fX7FIXUv9j2HlOjNx0t4CyVfVUxjLMTdqMBjkNVr3PDsvhfv/c9UrXW9DY3Wb16lczzMBSLnBcFB5eXCZOEruuSFAWDyYTt8Zi56RRLtUiLRgM3z2X+C1BevYp49VW5fqmNKnnxRenUPHxYZmJNJhiTySxwDdWgbnqeLGaMIulM04WKN27MhKMijikmE6n/6vdx3vc+qi9/GfHlLxMcO8ZFw+CB8Vium9oSXFVUd92FuPtuzPPnSY8d48Ab38iFT36SA8eO4a+sYD3wANG5czI1OoowFxYwbZvRjRs0lVg6G4+xgoCy18NYWZFgxjRJJxOcuTmZg2PbMt22qiSgXF+XgKXTeW1pYRy/NgxO280dh0oFUM4YFq170folPQ7S65TWtuxnbLR41jBey7Zp8Ap7AFrrYBTTUum1XQhc5IEnqSoSteaEeU4GeJ5H7jjEacoky6iyjKYQM7OFBsZCCBqmyaEs43Icy7GdPkDt0779f71uW7ASRhE116XVbtMJAuI858ixY6RRhLW4SFJVlI5DappYwJzjMG8YJIXMNtm4eZOqKKT7pNkkm0yYazZZ6HTYNE0C2+bw/DxFmjIvBJlpUnccrq2u0j10CD8I2On3OXTgANevX6dj2wzimNQwaAYB060t2R6sNmerkAmZZSXj+bfSlFqSsLSyIu2PqjjOUs4eEQQyZE0Iao5DleezsYp2lORFQZRl0glTFLRbLV4+e5ZA/Tzf/bu/46FTp3j0x36MjZde4p65OcY7OwSeh2sYuIMBz37+8xx597uJoojLSq2/cPw4D+Y53/7MZ+Ts1vMwsoxkc5NGvc4wiqjXavggO4j2BdtpsKVpcx3rb6tMmJy95NXpcMhio8HapUvYlkXN94kdh7rrMtzZkZ+rmLOiKHA9jyiK8MpyppVwPY8wSaiCgKXFRVYefhiE4Nzly7QbDU695z14ZYnTakkgVZbUXFe6kQpVvFjI2PsiSfZGLmlKksiWWJKE0c4Ocb/PdHeXQb/PdDSiUCO+Is+J41gyTFk2azYVSlsi1Aanc1n2O3e0UPr1lwYqVbVXFzFLnFSXZlzKssSybbI4xrIsEmVZtQwZ/mfbtgx6MqQ90TNNFjsd1sMQWwgZue95JHlOYMpAQ9dxZKaMUu4L5XKaWbSLgipNuf2GQHCg3aZACuCLspw1nhum7J8qjx4lG40QKoitLAoc9Vq6ljXTDEVxjJ2mUm+m7qNZFPxf/T6feOQRuHhRsiYaYGqNgW3DjRty05lOqbSDRIOL/SfiyUQCniyDlRVYW5OfqxNN9fOgU1J1CWIQSBDUbMLBg3zh+ef5P3o9YtOkjGNEnjPa2eHM977Hg299K7fiGMO25cFCSCG3advs9nr0d3cJioJfsiwaaSpHMYqZsRTQz9V70lRaLGEY5FlGgNNEwwAAIABJREFU62Mfw4hjqtEIvvc9iukUy3UliM9zjCiimkxmlQMaeAvPo+x0ZDDb+jpFrYaZZST9PmJ5meozn8Gcnyd3HMwPfpD7rl7F+tSnJEiLY+ky1ILOL3yB4KmnqLpdxmfP8o5OR2oudnexXZeeadJEMm64LsnGBp7rUmYynj4uCpql7I3SAMQej0mV3by0bcxajSoMqdbWpOB2aUnmsIzHe3H82mastDUzAKsOL0L13AktiN2feKsdYGX5WlbGMF4b+AZ7DIwGJBrQ6AoXPT7Smph9hycLSQQ4QvWomeaseiIV0gwRK21bYdsym6ksmQDNqsLX61aeIywL27a5yzT5m1Jan02Y7Ws/6HXbgpVau81KtwtFwaHFRYajEZFlQbtN7HkMsgxvYYH24cNs37jBxrVrcnMSgtF0irm5yaH5eTrtNuHmJrVGg7zfJzhwYFbwllQVcRzLYqc859E3vhHXcQijiIX5eUqgHgS86+1v5/zZszTjGK/dBt9nQwiWDx8miSJqnsfO5iZ2nhOpU1aj0cDyPMaDAUFRSO0DEA6HiKKgHQTkRYGo1+UmqBYwq5CpgWVZzuabQm2EhhDMtdscf/BBPNcl2t7mwnPP8cijj/JXL7/MtCi4tb5OvaqYDoc0qorrZ89y/OGHafu+zJ8YDrm6s8Pdx49j1WrSbmZZJGnK3NLSLK79npUVppMJly9cYP6RR4jVqRsUY6AYHP1Impo1MWXOSBXHFFHEtCzpdjrcvHYNs1aTG4OtmpWRQCfNc1zHoUJabnVHj6tAT+777FoWK0rcF9s2h0+ehKoisGT3TaWU7FVZYiHzTwyl9RHq1CKShCrL5Em5KGA6laWIwEuXLjHe2YGtLcLhEMc0KcJQsg3qjejZNmPlDoK9MZDOXtkPOjRQmSVJ/r+8efXn7//v6/9c/xtZls3+bcOycJVIVlO/Qo3Suq0WbeWQS5OEJE1xDdmKaxgGcZJgIzUwjtbTKDazUKLk8vUz+dvk0t1euvMmFYK0KDCrSh4WGg3mlpeJ+n3SOKaaTqmAltpcKiTQLZNEOmHU6Mw1TRKVBfTM5cu8e25Oulh0CFi9Ljed3V0JQIZDKaBPU8xGQ76fg0BucO22FG/6vtxwul25segMj0KW9FGrSceK48jNSLs+1Diqf+AAv/H1r/OyYTC1bYwwJFWn6TJJeHFtjZ+q17kaRXiWxVyrRVbKRm7ynN04Jur1eF+7zaNhSHX4sBxbex7GpUsymdQ0KW2b8tAhRJIwOHeO5vIyrfe/H770JcS1a4hOR7K0y8uSKbQsxEc/SvWv/zWi25UHORTDeOedlELINuX5edwwRLRaZBsbOAsLiB/5EbLTp6l6PYoPfYibzz/PwRMnJLDTTeCVFN1XcYydJIhnnsF429topSm88MKs2gTLYq7dpphOEb5PeesWju9TIg9TjutSs22iMMR1XcrBAEONVS3fJ49j7FaLIsswGw3yW7cwb95E3H23BHW7u68FBdrdpRmgfWm2ArVm6IwUx9lrPM6yPQGudv7sHwVqBk6Pd/QvxXIBe9Zk/TnwmtZly5CungrlNlRriaOe77woZGhpURArjRxCUBiy5LVU64etvkaZZZSGwUO27BoqYTYy16PyH+S6PVcb4J6TJ3GAbDymKAo6CwuYi4vyZtZqLNfrVN0udLtyM3z2WYaGwagsceOYaRwzGY041G5TxPEs+j6tKvxmkziO2YkiBjs7LCwsMBiNOHfuHJbjsLm6yrXz57GyjMj3uaZsqnZZkhQyXKqzvIzodsnCkN7WFiLLqHsermUxBZpBgO37DMOQcjDAbzTIplPSfh/HMLCWlgg6He5597u59J3vEO3uMhkOMYpC5pGoTTavZNy+Y0qb6+LCAtcuXmQ0GrGQZVx45RW+8oUv0O10OHzkCPmNG0yGQ1qtFs50SuC6DM+c4d65OdZOn+alrS3uefJJ2o8+Svr7v48Lsn7AMKgchyjLcMqSjQsXZL18Jds3qzzHUjRfKQSpehMYRYFTFMRqZCOqilLR5sHcHOvr69hzc3SWlti6cYN7772X3sYGmWJlHFN25SAE8XSKYduUjkMlBFlZ4h0+zDvf8x5qhw5htdtgGNhVJUdJQkgXTiUrDBzDkDRzISva8ySRAros22tOzTKcKGI6HDIcjbi4tka5sMCPfeQjkKb8xb/8lxhZJgPplJ5Fp9mmWUY4nWKpTIQZwFA/s2lIV5QQQgplxWvD5f5edL/6sxn4UKLaGSOjR1Zq1FiVpbRLp+nMFl+pj+vXQQiBa1kcXlhgZ3eXtcmE/s4OgyTBdBwalsUkjll0XdnHVKuRa5ZGWaJLVI/RfnHfbXTFyCwdz3UxqgorTdnZ3JQWTdsmVffXUmxLVZYYcYzpuhimia1E0aYa+9XrdemasiwpODQMPlkUfGF7m986cYIgTRGqg4kokpvNYEA6GmEUBZYa1cwYE/1fTZU3mxKsaB3M4iIMBkymUxq2SrfVuS7dLmW7TXXgAP/hs5/lq5ubxL5PqjJ1UsWU6XqFQa/HtNejpkbZ3vIyWZYRCCksvXHpEkkY8sYDB2SZn9LPDL/1LepCkFsW5qOP4leVTJVdXGTxwQcZraww/MQnyJKEOJcZWMeWljAffhjz7Fk4epTq+ecxDhyQmpFGg/jRRwmOHiX5gz/AOHGCYbtN6+67mV68iKfAXvlLv8R/+Pmf56Mf/SjLi4uQJNz5T/8p0a/9GnYUSbDn+/K/6+sylRUwRyP4/OclQNGbu3JI2fPzVKMRxWhElmW4R49iFoUEZXlOkiRkeY7luti+TzEaYTQaWOrfqdJUjj/yHGtujnhrC/faNdlmrYsMq9e5crSDazKRf5bIEkuhwYtidVCupNnoaHt7L/zNcfZEs/rv6XGyZmf0aEiDg/3PmcqWqXJZl2IYBoXSY+nDjiVklllaljIA1bZlQ7Y61LiGzI4qLIvYsmbre6Ls7E6WEU2nhNMppWHIWos8J/7/U86KK2RIVtBoSHpJpzR6HqPBACvL8Dsd2U4qBDu9HoWixEokksyrikanI/M3hGC53SaMY7b6fRbn5yFJ6MzPIwxD0oJ5Tm80olmv87Ff/EX+6yc+wcLSEpcuXmSS59SABWDRcRiPRozm5qgvLzO8coVpFFFEkbR9WhaT6ZQqjkmnU6yqIkxTotEIPwgw0hSjKBjv7lJXEf/ZdCptlepUZFgWwraxxV5pns7laKjCu3pZ8qMnTlBbWEBkGac//WkeOHQIK47JhkMCzyNwXVZffZW/290lazT46O/9HjeyjP54zNve9z6GX/+6bOQEzCDAzjKi3V02t7Y4cvIkju/jui5TlcQ6SVPZmaLmoXZR4KQpmSHdM6KQWSzjOKY4eJBXNzZ406OPsnb6NEuHDuF1OsRrayRxjAAcy8Jy3VnGhTBNMgUATtx3H3f97M/KN66elao/01qQZDqlqiqcep0sjjGUE4sskxX2IMO+BgOMMCQejbh1/jz9Xo+t4ZBb0ynHdNqk2Gs1tjQYU6eJLM+J4phpFMmTeynt9NqWXJWlzHUxjFnmyuuvWdqvEiPr+1rt05Bo8GMgTz+W2JcQbJrEau5dVjLHp1SnLaGASlEUiCyjW6ux3OnQ7/XIsoxxGNKwbSZKYKkX5lIteAVIsKIYtDTPsbk9UyUDw5hl86R5zmA4pLe6KkGYbZPmOaONDWzDkPkiyBGBaSj7unLHURRSFG5Z8tlUo9BMAcmpafLx1VU+Vq/z6AMPIC5dgjynXFvDSBL5S1P8lbKa6vA4vdHoELey3LM+D4dUeY4XBOR5jqX1LJZFeeAAPdPkV/70T9noduVBQr3nSiSjWKiN1zIMzLLkwsWLHDl1inP9PoMw5N4g4JRpsjEec+nVVzHLklO1GtXmpgRMgwF2UVCpfJA0CDD/+3/nxs4O1c2bHDtwgOaJE+yGIc0goJHn9KuKjV6P+evXcaoK89YtxMGDMtSt08H81V+ltrVF/o1vUEYRxhNP0HnkEQb9PsXyMqnr0jx4kPC552g6DsW3vgVzc1j1OuXXv46nGQRt6V1ZQUynsiXeVPZw39/r7clz+Zr1+xLoKWG8q1iZSrESZSnzsXxDukADSxX6IZlFUVUkYYg3Nyc1J66L22rJwLuq2tOq6FGX5+0xHbAHODQYaTT2xkQagOhxjn5OdFGmZln0SEgful4n3J2JcfV/y3LPiaTG3GWSzIIodXwGldRF2gq0aAYlqvYyoIqiQLguRlFQALFhEFfSTOAKwShJ+Eq/T5Iksg8PmYc1i7L4Aa7bFqzcuHIFA1lJ3lAW29FohEhTRnlOzTCwtrcpej1G/T5rq6tkWSaFr8jEyWlZsraxwYG5OWq+z3Q8pru8TC0MKZMEzzQZqnyDTqPBzvXrBK0WNd/nP/72b0OeE29t4R88yC//yZ8QX7zIH//6r1NTqvmm50lGRAhGhsGhQ4dI8pzFxUXZjWNZ3HrpJagqpmmKUZZ4to3hOKTTKaUQfPF3fxcvyyhVxoNtySZlURRUirZDzQfLPMdWbyTbcSgNg75tM5xM8KZT7n/iCa6//DKuIZukW5ZFMZkwB/S3t9nd2pq1v46KgkMPPcTaV7+KH0WYrotlWWRZRrfZJBOCWzdvsvjII2zv7uLW68TTKTWVM5Eho5UrJdwK1CzbME0yw8BZXub9v/RLvL+q+Lv//J85fOQI9bLkzPnz5Gq8IiwLIwhkloxpEgQBcZJQlNLL//VnnuGuX/gFUs/DVqxNpjZ0skyO1vKcNEmwhJC6g6oij2MpVFaalSqKSPp9Vs+cYfvWLTnuyXNSpee4dPo0050dKcacTmex1FUpLcuRTm+cTOToSo0TdHYOMHPOmApcwt6YaP9Y5/WOH83O7NeuoL7G/mGQBiy662bGwJTljGEy1CatxW1L3S67vR690WhGGR+7914O3X03otGQugEhZAS/+n7MotjT48TxbQlW6p4nRdLTKePRiI0rV+itrpIpqjrNZFdV0GhgB4EcFxkGrmVJYb96rgZJgj2Z0JxOqXe7EkTaNmYhQ68syyJyHP7j7i4f/c53eOf998PWFghBYlmkaUpN31O9ueg2Zd1Jo0WQrdbs71Z5TmaaWEGA8H3JIM/PU3W7/N/PPcfv3LxJ1e1K0GrsZRxV6rCjhcPCcagsi+fX1viZEyc4uLDAEtDs9ehNJnzzzBlWL1/mSKdDc3dXCuZv3WK4tSWF27ZN0WjgpSlXdndpCEGc51y/do07Wi0puI9jHMehmab0LAv7rrswz5+XAZmvvkqapoinniL8yleotdvk29tsP/kk1sWLLL/jHWz88R+zPRrxtrvvhiwjOH2a/+nXf53x00/PTAhGnlOMx/JgMD+PUZbku7vS3GCaFEEgGQnbfm1lgd4w+30qS7YDT8ZjvJs38ebm8BUr4HU6pMMhaZZhjEY0FaNj1GpUwyGubcu1rZLuHGHbFFmGpcGDKnF8TXaKBqOOI3+vRdFFsSeE1cylBjRqagDsjZG0aUEnFQux5yzTGin9s+pfOudHsyxZhuU48nlAHkqMUiXUVpU8PCvW3BCCwDTJbFseWpAaNs+QbsECdYADplnG5a0tvhhFZPtG45UQP1Tc/m0LVpoqItt2XQrTZJokWK5LEAQ05ufBdcl6PVzD4JUXXqA/mTAFMk23m9K+aE4mWI7Dim3jOY4EGJaFXZbk6pQcOA7Nep3Fdptmt8tL585xx8oKVVnSH424eeMGtFoM8pytKGIe6AQB+eYmd7bbJHGMW69Tb7cJt7boDQaILCMDfKQGw/N9bMuiMz9PpmL3m57HeDxm1OvRbrdxbRvhurPEwKqSrhwLyNJUCuTUA5obBqbjyE0zy7BqNeoLC8SvvEIWhrRaLcKNDRqeh6V6PY50u/ztH/4hJ9/7XkaOQ9TpEAYBTlXRrdWIVdNzlGXkec40jjHW13nLL/wCRa/H2iuvcOPqVVoqhj5Xc+dSjRAMx5FjMttmczzmy3/zN9x111285Wd/lk889RR3dTo0lpZwTZNU9bLUFxYwazVytXCLLKNMEjquy+DqVVhdpbj3XgkulS6jLKVFrkJG1TuOA1EkRzZ5LiPDkwTTMOhdv871V1+lt77O4OZNjKJgmuc4SNbAy3PcsqS8coWJaWIbBlUhg6OyNCWJY3qjEVEck2UZrXp95srRdl8TGTMtFL0q1EhnfyXB/uvvjYBMGQW/v/0U9s24lXBXfz9FUciwOXWacixr5jYyTRnzb5kmi3NzrG9uksSxbP0OArqLi/K5VDSzBn66AkJnusxOqLfjlaYk0ymT0YjtW7cYrq2RjEaS7s5lWZtrWVI8bJrSRWYYMlPGMIjynEmWsTWZ0DAM/F6PZqs1S/ithJDifc12uS6/1+tx5dln+cixY1SDAWUU4fi+3ACCYE9sqTcqbXNVJ/FKM8dKPGurwMbMcdgEnnvlFf7P8+cpFxep1H0zTZNK3Sf9zDmeh8gymcFjmgjXpRtFnD99mp9+85tpbG4S9PsUkwk/EUW86y1vYS5N4etfJ4tjwl5vplMoJhOM+XmMNMVFuhanRUEPuMP3AclgT7KMIdKxaIzHEvREEVG7Tfprv0a9Xkf81V+R33MPzr/5N/gXL5J94QvE585x38c+Rv5v/y3VP/yHiN/7PSzXhaefZn57Wx7WGg1Eo4E5mXDtscf41uXLvO9DH8I5fXrGHlhBsGfx1eAB5Gteq0GSsLu5iWsY1Ot1pmGI12iQAYHjUGSZ1PEA0yiiqdmbKELU61TjsczV0a6dqpqlWQMSpBjGHqtS7bMcK+fTDGTAXhP265mVotgbC+1jZ6swlCDJdeX4qyj2Quf261uWl+XX2dh4bTCcFupqg4QhwzINFSDp27YsSC1lzopZVXhFQW7bs8NXrjQveZ4zGAywWi0yIfhKv89NlL5NMbumEHvjqx/gum3BysrKiqTMVHvoeDikYRiy5bPfp7BtfMsi3Nnhm1/7GhkyM2CMbP8dZRkeUrCZD4dUjkPD87h55gxJv4+rXBH1RoNpHJNbFltJwvjKFXq9Hl5V4VsWtVoNhOAPnnqKumVxNMvo+D6nTp3iufV1Lt66xc7ODobjyAAuNf9rKSbEtyxErYYRBBw6dgyr0aDW7VIaBu16nd5wSNZqUZgmdr1OZ3mZS6urpFkm3wQgaUnblhQvSHbFsqQDJc9lvkuWEcUxj73vfVz+3OdIb94EyyKLIhq2zcGVFS7dusXuV7/Ki2trnPzAB8hWVlh505uIv/1tiumUSgg8z6NKU/z5eQajEXGvx4t//uc8+P73M8gy2dSZJFhBgGkYFIZB6rq4aUqmxjMYBi112nnupZdIFxe5c2kJMZlQAf7cHNWtW5RC4HS7uLUaVq2GEYaSRrQs3Dims7vLbz/1FP/Lyy/LXADljBKuSzmdSrBUltjK2meoTaq/s0NgGLSDgHPPPsvapUuSgVBOMQzZcWIrcakpBCKO8T2PrJAlXFmeExcFu6MREzV3DoJgT6hmGJSFzCkAsE0TQ1GqppB5QDoJFmTDqb72u4BKBbrsfZH8+wP2qGQhJqZJmKaE0ym2PjXvY0KAGTuiv1LdNLl7aQkRRfjdLm//qZ/i0P33E8cx2+MxC76PFwS4aoGtNBOlRH/VPnHg7XRdu3aNbDwmGo2YhiFOrUbn7ruxajWZ22MYjG7dwjVNapaFr/Q/4XTKMM8Z5DnDMMSspDXd830W2m1OHT/OrTQlTlOssqS0LJnWmWWMLYvPFAV/ff06qWnS7HQ4Xpa8xbY55fss1usYeoPRzciuK9c3w+B//83f5L8eP047TRF5jpllNBQTJByH0rYpbFuOi+v1mUtLuwcNBVq7KvjsRBDwgO/z8wcOIHRh3xe/KP/ScAj9PoHjyALAKGIURcR5Tq1eJ8tlDlJZFNQmE3jzm5kuLuJtblIgU013Pv1pDj/0EC9+//tUhkEDOHL48Kyug06H5Ngx8k9+ktH6Op3FRYooQgDzp04RhyHmiy9SXb4Mv/iL7HzqUzTf/naM48eZPvss7he/SHryJPbWltShhCGHP/QhWmtrDJOE+VqNanUVVlZ4OQy5/667MK9fn2luZiM3w4BGA2trC2FZjOOY8e4ucZqyePgw2XAoC0Ftm8SyZGr4dIrdbCIUGBCtFtV4TBGGEngqFrzKMvnaaiDS78uxXhy/xrb+mmA/zX7sj+r3/T3diR7/6JEXSG1MklCq9c33vL2uIC26NYy9JGMtvk2SWYmhdiXpA45+drAsRnmOZRh4vo9pWWwpXWaZ57LA0JRO2Vwx6otJwm5Z8vJgwDezTH6uGk1j28T7GOcf5LptwUqiNoJwOKS2uIio10nUZuioWd7ujRu88q1vkQyH2EIq/hP19w1AmCbjQoZ5hRsbLNRq1AyDw0tLTHo9xmHI9mSC22zy8vo646qi02oxyXN28xwvyyjCkAx4eGWFC2fO0PZ9emnKuYsX2clzrm9tEVgWruvKduYgoOv7ZIMBhWURqdGPU68zUTaxwfY25Dm3kECkXq9jOQ5Hjh7FWVnh1cuXJX2qxj9CbWym2hCFEGRJIj9uy4pu13VxbJvtKOLEO97BC3/5l3TSlHhjg7ws2drYwAecLGPw8ssk993HHQ89RH9xkfWq4lCnw2AwIMkyup0OSZrKwKw8J+n3+e7XvsaB48fpXb9OnGUE6nRnK41DrmawlkL9TlFgui6LJ09KlG4YeJ4n+3/U5mAB0zDkjkOHGO7uYjgOPaU9yrKMOd+nVVU4a2vE7baMogeKOMYEuVGrN/+tCxcIHIftzU3OnDnDUquFURQM1chHnzBKISRDU+5lxJSWDOvLFHNTFTJnZTweE8YxRVXJEZESFxfqFFaWsmVa53LYpuwx0kBDKH1KyV5arQYpmQZe+0c6xl4iMNW+gkjTJCoKhpMJozCcfaxkn/MI2RlUOI5cSJGgth4E2LbNG97+dg498IC8n9Mph48eZTIeMxmNCCwLkcuyNyOXdQp5UZApndbtdhlRRDIckivK3Q8CDNfF8X1825asVJZhT6f4SheUFgX96ZRRURBret9xSJKEeDIhGg4RccxCq0V/awuKghRIk4RM0fUZEGYZjmURC8HFWo1XDQNbCIybN7l3POZgFNEtCpa6XXqTCbujEd+6cIGz99zDXFVBEEiNTFkSxTFVGMqIeAWOhNqgqn3PoEA69GzP41cOHOBdBw/iDAaSGVBhaLONG+DQIapaTbKRcUwchjLCXuWipGqjbLdakkXs9zn5rnfx3U99CtQIrHPffYiDB3nQtsn7fWzbhhMnKK5dg0aD0rapff/7VGEoNzHTxPQ84o99DOfLX8aKY773X/4LRx96iLn5eZpveAOuZfH53/otTh0/ztJf/zWjz32Ov/vrv+b+O+9k6QMfoNzaov7v/h3td7+b/MgR2Vf03vdyf7fL7le+wtxTT2E9/fReRo1mLMoSQ/XJNYOA6fY20yhi3O/TqNeJJhNM0yTNZSFpVhSYUYSpeoYIAoRtUyYJZprKQ0iWkakRmFCMSDUaIUYjecjWTiC1pszSbnVkvj5k6BA52LMnZ9neCEetUxp0lGUp3WWardUsUlXtWZw1KFL6x1l8P8zYKKGYVNey5EirKDCzTI7jlW7QUuu7WZYI9QwGjkPZapHmOYFtM3VdOU6rKrmWqmfyh+Fkb1uwQlmShSH1+Xny7W3q9Tq565KPRtimSdrvU4zHXF1dpe37DLOMrhIElYBrGAS2TcN1qQmBkaZEccziygp5HLNQr7N88CBnL1/m2COP8OrqKg8eOEB7fp6d3V12trZo+D62EGyur7O9toYvBGkUEZsmhWVhKBHifLfL0sGDbIzHeK5Lx/cZWBbteh2rVqOm0lKdAwe4vr7O4No18tFIPnxK+0AYUqytUR8OpchUuUt0pHuu5pRWIQsCy0JanA1kUFuuQIPrusQLC5x873vZ+OxnaVcV481NWWBnWUTTKYuuy4uf+xynn3uOn/wX/4I7H3+cc88+y4mlJSqkdbnIc9k5A4x3dvAXFriytkaz2yWN45mt1SwK3DxnrDZqT1GxBpBVFdMkwTFNmktLGLu7OJ6H63m4ts1UgcFwMJBjlEJWFsRJgmVZuI7DohBc+vSnOf5P/gnjsiSAWVhZmWXkVcXly5fpX7jAwbk5Xj17liqKCBWwLfJcWhJLmVVSVRWGmoVXVSVPBPqRUwK0OEkYhyHhdEqe53iOak42ZQ+IBhamAjZ5ns9+vz/8bdZIzWuZlddrWCoFUrRWRKfdGmpBKpH09DiKZNJxWcqwPGsvw0EDHV32KITAs21y36e7tMRjb32rTOjVbI9ts7mxIctB2205glIjRt10PZv532ZXpQ4tqWXJ0Y7jSH2U5+GpLIxGuy2D2pTDbzydsjuZkKiNw1Ri/aIo6Ich/TBksLvL8aUlbhkGvfGYBMnApTBzyVVVhancYrYh06uzQoaGXYxjvjMYsL62Rnn+PFatJu3QCwvynto2hqpP8DxPapQmE1kFod4ruo27VIJa3RE1JwS/urjIk8vLEIYSpHjentNECzzjGG7dorx1iwjwm03qR46wvbYmx6emzOBoLS9L/UGeU7zwAsZP/ASPPfYY8a1buB/8IEwmFGfOIH75l7EWFym/8AXS738fW7Eq1nQqu7+Ujq0CqNVwLYvxm95E4+mnOfzhD9O65x6yF17A29qCu+7ifR/6kGR+bJvg8cd5aG2N+YsXqb73PaydHcmcvPAC1tmz0k5+992kVcXie95D9Jd/OXPwkOczZgF1wNNZIjXLohfHJJMJrmFg2jZFHOPZNtMoIi2KGQMndH4Kcr0p63UMmDXS5+MxtmJJhOdRKkfnLGVWa1iE2Bvt6LVAf1w3eWstigY6mp1RYE+PimeGkzgmm0wwkwTDdff+Lb0uaE2LXm+qam9MJQRCAV63kqWEOUiXo9KvCNeVe1CiPL+OAAAgAElEQVSaSmeQyskxLYtGrUY5mZBU1Wx8LPR4VAh+GE72tgUrvV5PZp6MRhRJwsKBA1idjrSoATvXrjHq9fCrikNzc7hZRjvPOd/vk5QyMlsUBXOqgdVvNBgPh7h5TtO2qRsGhCFWmpJPJhzodiHL2Ll+nbIsaTsOIo4hjjk5P0988SJzloXhujTrdQ41GvSvX6dmWYR5zrgs+ZEf/3GCTocrFy9y6MQJFup12svLtA4fZiPPyZtN6rUamS1L52zlgmkIwdaNG5RCdjWYhkGr3ZYvhGJUhNKGoMCLaZpYliXTcRUzUNg2sRD0TJN7H3uMy888g53nWPW6TOatKqmLSVMOWBaT4RBzMuHoww+zdv48Y8vCcRwMdboqtfhqPKbs93nThz/M3z79NO2lJaaKajSyDDNNsUxTKsbVgleqk5RtWTiex9wddzBJEuwgIFSx11VRUKYpu9vbdJrN2ZvVVCMW4TisXb3K9c99juPvfCeNBx+k2t5msLbGt8+d4/6HH+bgkSMcXF5m8+xZTn/rWzR9n5ppkscxjUaDQinfdeZGVVUyV6eqKNSJ2FanVauqGKtRy1RlIbiuO8vI0ZHspaZZ1Rs7LwrqqnPI0OIyNVbRC4VjWbPXpqoqCc5glm4761fSYEWNIColGh+HIePpVMbIOw6Obcu0SA26YJbUWynNishknsy9992Ht7g4myf7rRbDK1eo5Tk1y6KMIqpajcJ1SdKUYjLBVED8dryysiRTLdyl68rwQWRORGrbNJVGZGQYGOMxQ8WixWEohezqVG6p+5xEEaMwZHs65ZAKCRzFsQSyCpAkeY6l2K4sy6Q4tSzxgQzJfOD7UseiDhaW2oSqSlYbmLaNFwRYlkWt1cK0LKaTCdlwCFFEYtszNs9Q60AJ2FXFW+fmeHw6hYsXJWB2HLlhhqEU1fv+3obp+5iLi9RMk2IwoLe1Rak2VceyqHW7csThuphqzDH50peoffjDOIYB587R++Qn2RqNSL78ZU4uL2OePMnk6lXm77iDcjJBWBZuntNLEmqOI/NilI6hME1Kz2PpH/9jzG98g/Gf/zn+44/LfJSXXoKypPjpn+byJz/Jyb/5G1hYkD9TvS7HJOrZxrZxz52jGgzg9Gn89XX5c8IeEBBilpOT5TmNep2s2cTY3mYaxzJKviyJo0javxWwmoYhDZ2bo8ZKju8zDUOCWg3DceRBJY6xPE+OjEyT3LKwp1MJXnTisF4vtI5EAeGZJkwDST0i2v/nWutkGJiuS6FSvylLeR/TlMl0Sq0opINU/+xax6IPHPpjumRRfVwzwTqnynAc6aIUQur6hKBw3T23oedh2TaWbXMDSIWQxYeGgaPYmLyq+GGKOm5bsLKjEKObpgS1Gonv019dZfnIEb7xyivc9853MvnOd1hcXaUfx3hBQCdNqVfS9mkoqjQcDKhsWz6wiq05cOIENdNkY32dIk2Z3LxJrLQfjSBAGAa7/T6e6xL4PrZhMMlzTN/HcF3qc3PccewYw1aLuhDUDh/GXlig88QTBEtLnHjsMcrxmE4lMx5e3N3l8Z/8SdI45toLL2AfPMjWZMLS/Dwd38ebTsmLgt3NTeI4ltRcmkoLr6HquVH0Wp5jWdZs1GAqpF3lsmentG3sVouNNOXQE0+w8/zzeFmGpXIbDMchLwoCoB6GhOfPE1UVdzz8MJuvvMKyQsjaVhtHEeZ4zPDiRQbf/CaHVlbYmEywbVsyFErj4RfFbKMsLQvD9xlWMiHR9n38O+9kuLmJcF06zSajnR0GN29Styxcw2DQ69EQgnQ6JTNN4jhmcXGR8dWrHK/VeOY//ScOvfe9rN66BYbBJMt49YUXWKgqzChiOJmwePIkeRjiqtdwPJlgOg6BPlkhXTsz8bJ2/6jXkrIkVkClrKpZ5YNpmpjqBFsJMQMuhjohmfr3SN1IppiNqpLt2mVZyjewGrHo76UsS3kv1cc0J2No4a4aT0yzjMF4zFT1dmhGxQQqpV0yNRhSI6Ysy3CFkBb3uTlJ0bouZlVh1+tYVYVvyCC4TC/ozaYcszYaWFk221xut2sC4DjYilFJQFLdZYmZZbKfy3VJsoxsOGSYJMRZJisLbJvStveEzIoxzNOUSZKwo2ya28MhIk1pNRoS+BaFfG/atnw+DANHA1utKagqPN+ntCxMkPZx15UJyUWB6Tg05+ept1rSqWRZ7O7ukpgmxWSCZdskWSZZXfUMGQBlyTc2N7kUx/ymEHQOHNgbRYD82mkKoxGVGi3leU4YhrK6QQjanieby9vtmaBbW2GrTHah7fzRH9F48knss2fZrSqaVcUYWN3a4kSjQedtb4OrV2VStFp/655HWpa4OnE3z2ndfz/TTocgy0iPHydfXpbC+MlEsmDTKcbP/AwnP/5x0j/7M1zXlT+PpQr8dEaJZcG1a4jLl+XPqXUgGmBogOA4knlQ1RmuymjKsoxJkuC5LpauNTFkCrRdlhT9PubS0kyDIlwXD6TbULOXvk8Wx1JHqO5nGUUYaSrf67psUo9/dM5OrSZZEK0t0WMbzb5osKUdQUUhO718f88lKKTBwU5T4izDLgoZp1Aq67JmVfQ4DGbZKzqUTlQys6pKZUlrlWXULEumiOeyQylVe0GpJwpCcGE85tnRSGYaWbKAtkSCnnTfWvaDXLdt6/Lqv/pXxCr9cRSGTKKIG3nOhXqdt/+3/4b9xBOUN24Qnj1LNJ2SqM1yOwzxPU8GlMEsK6IqClzTJHBdzCBglKZMs4xmp0MhBCvHjpE1m/zYW98KWUYyGslCPtNkMp1y7ORJUsCdm8NqNBCtFmm7jVWvk5kmoySBep3OygpzCwsUcUw+HrN54QIXNzZoHjjAcH2dI3NzrJw6xcqdd7K6uoqdJNw4d47R9jZVURAnCYN+nyTLyJH9Q1kmQ3iyJKHKcxm6poShOta6ymRksgAStaFOplN6ZUl3aUn236jE1vbCAlEYYqQpV15+mTTPOXbqFFGWsX3jBivttgRGCiyFW1s0LIvezg5GEOA0m5hRJEWrpkkuBElZ4vo+YZaRmSahaXLnG97AI//gH7B0773MKcap43mYeU48HGJMJrieh+H7Mla/10MkCaVp0lpcxPc8JuvrmEmCE0VsXb/OZhzzgZ/7OURV0bJtLj//PNsXL9I4coT73/Y2mouLfP/FFxnu7MjK8lx2dJRFsRfMpsYoQn3McF2mec7maMRoPJZiRcd5TeZKqYCHdssYMBM1uo4zY1VAsiKzzxNS4yKQGqpUbSBVVUnAZ+w1LFu2LSlzNUIoypI4TbmxuclgPCYvZUquhWRkLMuiqGSdu6PEvXqUYzsORlVR833m77yTlUcfJatk+ZslBJEQ+EtLlLaNt7iIGQSYyg2Vm6YsdFMJx7fb9Qd/9mf4loXtuhiWJaMMCpmcHCjdSpHnXL50iZ3NTcqyJBCyhdYLAtqLi3S6XUa9nlw3fJ96vU7X84jznM1ejy0FHgsFZIqiICvL2Uhw/71NlGagiiKS8ZiJ0h3VazU6nQ6VaZIUBY35eeYPH2b5zjtZOHCAoNmUowhk7YWwbcwgwAgCSnUAM5DPW5bnDIqCP0oS3lCWLCYJYn5ealWGQ6pr1yDPiXq92fNrWhZCCBqui1mvY9brlGmKoXJfKkM2jmdZRpXnsj/rxAnExYv019ZwgUAIxpW0BM8HgRwBmybpeCyLDQHT87COH4dbtxBhCAsLJH/4h4iTJ7HuvFNqPd75Ts5/+9s4P/mTuO9/P8YLLyC++U2Zd1QUMyEyIDfwqtrbkGFPaBpFe71JWjPi+xRRRDYYzBKlUzVqibMMr1bDsCwyFfioNWaWaVLkuRy5KCbC8H3JQhSFdF5VldQWAkIBVWGaFJmsrDAylUyrc1X096t1JFn22mJCzaxodkw7epQAV6iDRaU1Kurr6QJarWUSmrVRB5IZw6NfJ83aqEsod5AppAbPNE25JnierDSwZNhpKgSrYcivXLzIBeUizNX4W4BkvZCHtl/++Md/oPftbcusdBUinxYF06riuQsX+ODv/A6L73+/pL+EwHRdlo8cYTIaEY7HVIZBJwgI1Smp22jg2zZJGJKnKfOtFoZhsL27S7dep9FsMo0iaXeu1/nwb/4mv/3BD3LYdammUwohK7I7S0sUzSaOYRCFIaQp/w95bxZjSZbe9/1O7HHjrrlnbZ1dVb1UTU/Pyh4PqVnUBEeWIHABTBCCRIIAIZAQYPhFTwKoN/lFD4JAy4YsyIQfKBgySXFAGTQJzpBDisPmTDd7eprd1VvtVbne/d64scfxw3fiZrXsB404GLrBABLdVZWVlXlvxDnf+a+PRyPGdS0nFdvG8n0Wf/7nvP/4MW6rhe84hHWNF8eE0ynpu+8SGIixPDvD6Xb57Cc/CYeHHA+HVFmG1+kQRJEgJOZn0Mhi1DQZN9oEuyzF3VIUgmhUlYgkg4Cg3WbLcbh3dMSXfuZniIqC3/jlX2Yjz4lcFw8ITYnZwHU5fu01oijiU1/8Im8nCYvTU8JWi+VqhR2GdMMQJ8vIRyPee+UVnvvCF+QEb1kSKgZ4vs/hbMZTzz7LU889R7izI9DybMYiTel0uzhBQKQUoW3D5csk0ymWbdPu9VjGsWy+SlEY14BlWUyThF67LanEoxE//4u/yJ3XX+eFmzc5fOMNdFFQJgn33n6bP/vzP2dkFs2wkoRKC0iTRFJJtTh5MK9jZVnoPCfTmlxJJ4ZSSk6YSon7ymxyrvk79RP6lOa/jvlzBULT6XO3j2VJMFcN52F2dY3rmPTMPMfr9UTMZllrYVqtFJXWzOOY0WxGmudyuslzvCiSECfzGnmeh2uEo02CbllJqFc0GOAFAZ7nicXbwOeBScBshIdYlnTluC6+cavoNJV01Y/YZdsSedAgkiCN534jgLbttSbFdRw818WLIqKiwAtDdns9Njc22Nja4q2335agP6UobZv5ckk8n6PLklRrea0cRxKAlSK3LJxGW2Y2jqKUMsS6LFnFsTQ5N4gL0Gm3WSTJulMrCAK67TZxnuOafA3lOHjtNpVBJxSQmXtN1RJIWCHIwLAR0w6H0mGT59DpoJdLcjPYaiPwDkz2hm0Gbbsp0dNakBBLxKFJktBWitPTU7Zv3iS7cwc1mYioGNHsNAOCsm0czyNPEqqqEho6DEWLohS89x6dNCX+x/+Y9MIF1Gc/i5XnbH7hC3Sfe4763r01artGF5oME88TOqhpsm7Qgzw/78SpxTKs41jQwbpGBYHYzFcrGaIch7wo8G2b0pRMai25LS2T65QVknflRJG4aAw14xjkOI5jCYg0lLZtni1l3DV1M1A0NQGNVuUJ1ArLOu+AaoYUOKeBGkqosTSrc7FtU6LaDFUoKYmtigLb89ap2muRbjP4NP/WE/oVDErfOBitJpAOhP7SGu04vLtY8KunpxzmOSniYlRIrpllBqZGr/i9Xh/ZYWXrmWfwypJZmvLWcsk/+lf/Cv3lL0OrJSLDJKF78SLewQHew4dow0k6WuMqhReGUgSY57IAOI6o9rUUDXplSWbb2J5H2O9zdHzMv/jFX+Tyzg4do9kINzfxNjaoXJfSdcViG8eoPGe8WjHJMlzTKtpWivzRI4qzM1obG/jb22RK0dWa57e3qR8/5uIzz1DN5+e9Ccsl9197DZbLdZhXuLGBU1WsZjPKJFlzyXCOEGlYl5W5zcCV5+SOg9Nuo5RimCT80M2bRJ/6FKxWbP/QD0kE/eEh8/EYz/dxzNS85/vM33mHN/OcB8slNzc2WMSxFG4pRSeKKLOM6ekpBzduYE8m6H5fYEEEfVgtl+xeusTzL78MRcFisaDjOJSzGcPTU+y6Zn9rC4ZDasfB73Zxo4gsy2h1OvJ1soxWFJEYO2gwGAgfHMf4ts1TUcRv/vN/zt/6+Z9nfucOyeEhp++8w+G9e+y/9BL1yQm9KJL8C7PA51UlkftKrR9ibFuyYQDHZCNUaSp6ADMMBgYibfQEDaLhWOddP65tSymYQV7qhjYxiFejT2namZ/sD7JtmyAMSdJUqAYjyrSRQaU0J/XT0UhSTB1p8G6cBKX5NyxHig1tpXA9abNWQGYKPP0gIM8yaZDd2Fh338zznIHrSnaP1hR5LkPk6SnLe/cELQpDETR+xC6NLHyWZZEgIVhanQuZG7tv2wRlWUoROA5+p4PtumxEEdcuXuT5VovuYMB7778v2iXbJo1jiGNaIBoxI+h3bFtOp4j4vcoyMtuWVOOqwikK7LKUE70SXVOjOXItC8f319RLbRxzrlnPLKWobBvH3D+WCRqzzFBRmQ27NIP1s3t7sqk/fgx376LzXHqOypJOGFIXBUlR0PY8rF7vfKNvnCnN4ccEg+k0JfI8hmmKf+sW+u/+XW5+8pP8xR//MdOqomfbXNvdlWC7PJcwQd9HpSlFXUt2im2jTZGoMhqOttbk778vA+W3vsXewQH1d7+LevXV83wS3xfdTZKsha7rKPtCupPWXTiVCVzLcxm0PE/yn7TmvuOwv79P/eAB2rZJ0lTuFSNaLbMMZRAF1wwcdS4lloHRcDxZJqgwFJxtCwVfluLQeYLOUXVNYWzuKknOc1f+M2pw7VZshodGVNsMEs3V5LMYRKSp4QBxIjaIjm3bom1pLNDN12sGlmYItG1pT26QFtteo0TyDxh0uNWiZVmcLZf8x+GQV2czcs+T8l5zEKsMyudaEi/yZCfSf+n1kR1WJmmKynPaFy7wY3/n78BnPoPqdKSfQYmQZ/7gAcPTU+Isk4V9teIojsVSWIt9yilLQqVoYaLZy5K263IYx+zt7PDyF77A+/fu4dU1+1FEPZvx8he+wKtvvMHOs8/SvniR1999lyubmxR1TRyG1GlKOwzJj4+Z1TVBXZOmKVZZEhmKZHlyQtBuM89zkqpCex7vD4fCebouqdbc+MQnKEcjPDMczSyLLAzZ2t+nzjIWJuo7jWPs5mcqCjzb5t7t27TDkP39fakWCAJy36dMU8LVCivLmI/HnP7+7/P8Sy8RHRywfPdd3PlcFlwDPQeWRTEek87nrNKUT/7ojzK9fRuv0xHUxNz8fqdDkiTUR0dkWhO88IKIRsuSuizphSGDXo873/gGhRa72whwg4CqLGnt7tIfDMgmExH6tlpsbWwwv3+flueRRBF6tcIuS+nm0JrS84g2Nynu3sVyXdL5nP1ul/juXTZ/6qdwrl3j6S9/maN33uHRgwcUd+7QbbcJg0D0CUoJdG6mfWWGCsqSyjy8SZ6LsNVxiNptkvlcqK3aZBLU0gvUZKIoM6A5joNloP7KnCiaUDiN0A6l2YyaArBmgKmqitLAv36rJSdny1on8BZaS25QmjJfrSiNzkLXUhJm2SKuzo0zzLZNbHglRZ6WUkStFl5VEdaSSlnGsQzeSpGUEgzVIDNOWaKWSwDuff3rZI8ecf3GDXSnAzdu/BU8/X+5y/d9avNe24ZLb6iP5gRpVRWB75OFoXS/WJIzgW0Tui5dz+PK5cu4pkG4Nr1VCtEo+YYmmBgKtEY0TC4yhKiyJLRtrLKUUL6qEqu9ZUrhypIiz9ep20EQSBjjakWeJOSrlQxRQCsIWBXFekBtLOvqiUOMbVkUQcAPtVrsbGzIBm+i3VWvh5Wm+K0WRRxjAd3NTXmx0lQ2wSeohibWvTKbruM4xGlKXZYEacrsW99i8JWv8GIYwngsRYvPPitljmdn65C60rzWqtMRh1IzVDRDveOgkwT3gw+w9vZQRYH9/vv/33RIksgwlCTnmo/JRP7bhOstl+c6kCTB6vWYnpzQXS75X5KET7bb/He9HnkcSyZSo8Wopag0dF0c2xbhtONIWGNVSb5Kr/dhJ41BYYFzCqQZmBxnPQAWhiay0lSo4SYGvxlQ4Bwdat6DJ/+scQU1A86T4ttm2DG0NrZEW5Tm/7VBuYAP2bibr6OfHEwa1MX3z4dXOB8YXZdFHPNanpMHAYHW1EYC4JrhW2tNaVnrdeh7vT6yw8obb79NKwiIplOOT08ZfOMbXPrJn5SSrzhmdusWt776VY5v3+b20RFnwKOiYM55zHnTqxL4Prbv43kefWMt1lmGHwTceu89OltbvHDtGvV4TBKGfOett7g3HDL2fX7kmWdoBQHpbCaLfBCQGUGdrRRtU36ma2mrXZjWVL1cUsUxibHxukhlfeJ51J0O+xcuMHzzTd5+5RX0bMbO/j5WVVFo6TTaDgIcZMCKx2MOj48pioKtzU2cMESZnppVFBHt7rJ55Qp1u810NkPPZji+z3w+5xu//uvcv3OHq/0+3qc+xbSq2LQsVsfHdAcD6SWaz9kOQ86Ojxl997t4RYFVFBRK0e/3mSWJhM+VJW6akh8ecuZ5bDzzjHDSSYI/mTA9Pia3xQXkRxH9vT06TXz0cIinNRNtOnGA/s4O8/v3WUyn1K7UkSeYk2mSkI/HXHnuOU4ePiRPU5jN8KuK7/yH/0Dy+DFXf+zHCDsdqt1dLu/tsX96SpHn6DSV4DhEV9K4bVwDVWqlpIlYa06n0/MOnkrCoZoSP9v3sVyXLMuozSmiVIooCGTDg7VdWZlFDsPzNxZhDeso/CLP163HtusSdbu4vi/Nyebfr+qabLVilSQ8evwY27aJul3JeKlrbDM4KSA0tJlrhh0ahAawbJv+YIDdahFdvEhrd3e9iLSbRWs4pJ7PiU9OsOdzwvmc/PXXee7ZZ2E2Y/yd77Dx5S//gJ74798VGN1BCaSGyms0XkpLbcEqSdbuhcRsVpjXdpXnFFXF5uYmiWXxCaW4e3go2RSuS60UrTDE6/Vw65pVmhKbk3llkJDAsthQUqI5qipBSRyHIAyZzWZkZcmqKPCTRMTurhTwxcMh8zCk60jatfI8VKtFleckWbaG/rUZLCxks3TDkMCy+O+ff16i1S3rfAO/f18QMtNTpppsjgatsG30EwmtyjhdlG1TZBlLk9681euhgPZ0iv7a10QTc3CAPj5Gvf++bJy+j5XnEgxX19iui7O1JUNMWcrm15y68xzPdUmShHA2E2qnqSNYLGQQaajLRl/RbL5wHl/fICqtlvxMtakviGOSJOGDx495rdfjtfmcqtfjpxYLsERIW5SltLUXBVWrRcsxkQzm+c8NArPuc6qqtRYmDIJ1qCO2TZHnuM1AYkm+SeB5FElCmST4vo/KTBJYQ/c0qIbrflif0rxWDcLSDCzw/3I6oU01R1lSGvpbK0Ve1ziVxEGoBl1pBkZzGGsQX9uy5Gt1u+f2aQDfp+73efXRI/6n4ZBlENAzQ3ITq18jsfxPhsNVf51ooDfHY/pBQHs2Y3c2QyUJxePHBIMBo9mM2dkZk8ePORmPmVYVseOgfJ/9MMTSGhtR9rdsm64JWmo2qiLP8Y2YcTSdsn/tGsejEclsRuh5TIBgY4P5fM5Oq4UaDvFbLeI4pjDUzGIykQe6eaPNqbeqKoHilGJ2doYHuEXBarEgCAKu/e2/jbO5yejhQyYffMDs6Ag7z3nv9JTdgwM2LIvDt97CDwKxqhmR2tbWlvjsjUbi2WvXqLQo1LtbW+xduYK3scHDBw/IViuqssRzHF7+xCeYxDGtrS3ydhvv6lWcxYIBCErVbuPt7pIOh0TLJfl777FUinB7m3Bnh3YUMZ1OBd5GbJlZWeKkKeV4LD78siTOc2zfxzdah6KqSEwgl05TkuFQFkvjWLEsS3Im2m3i+ZzOhQskQYCttbhZFgv6e3uM45jS91ksFviOw6DfJwoC3js+pjw8ZDIY0HvqKS585jPEv/3b614mXRTrk5MypzTbltwYZVlUxjaeay2N2raNh5xY87KUokDzfXqeJ64OZAD2DORpm4ezMgvpOlfFfDyZU2KZTUxbIn6NOh2iTgffCPaUlmoFzKYWL5eC6Bi0ptB6nQppmWHDNvd0Q200Ql2tpaDMDkOCCxfYee65tf3RAYhjVg8fcvzqq7TynHC5JBmN8Gyb664Ld++STCZgYgI+apfjSKZQnOdrx1ZTZWBbFrquBV00+gPXkayjwPfRlsWiLDlbLBjHMdM4ZpxlLLUmzzLCUlKkPdvG9TxaZSlCREPjuOZeqS1LtFB5TmZO6pXW+EEgNLAR4xYNAmfoymK1oprPqQcDIsvCdhxKx2HpusxALOtGfN+0nFsIDeUpxWa7LRt+WZ6np25urrtnlOvCyYlsTKXJXUlT6Ycyg0qTTzKdzfB8nzAMpUtmuSQPArq9HvrxY6E27t07d+Y0G7DrUsexNIIb5JDV6pyGMLqSKkkEbdSaPI7xG91LWUrwWfO5JjV2PTA0/23ooAZlaCigptDQxA7cz/N1I/AfJQk/AeKkUSImrYymwzXvV+j76zTnQJm8o+YZr6o1ooVS64JRWylx5DRDAbLO1Ep0JIvlUupjLAvrSTrH0L/AuRvoyd9T6hxpaT4aKgc+HMtvkL2yqkRHY1nkhiqyqkr61ZqhBNZ26SaDBjhP/2235X2sa24dH/O/np5yXJaypjbfq5YguMKy8M3PXCu1Rly+5+f2e/4b/z+57tU1vSxjA1jGMePZjH4Y4prwGttxcIKA7uYm3STBtm06tk3t+9LkqzW+I8FtFAWZsaO2TLfLOljLtjk+OSFOU7YvXKAKQ9LZjN0LF1icnfG13/xNijgms21m8zmq1cIJAvLVik63S1FLKmKZ5yynU+LVivl0Kml/ts10NKIqCrqOQ1QUvPT5zzMpSw4+9Smu/uiPcv+NNxhOp7RMkFFY16SLBaOTE9r7+4RhKBRBFIn41gT09FstiqKgtm3yJGFmIuYbH/5iOqU0bqePX7zI6fExp5MJ25cusbh9m2sHB5RxzKPFAs/3JejH9ylHI07ynOFyycG1azxOU6LdXar5nExr0qqicBwumtyOJEmE/ggCEQMjJ9uirqmyjPHxMX5VUcxmeFWFb06vjpL6+aDfZzgcsnv1KnZVkZgHahElkOMAACAASURBVD4cEu7tEfV6aN8nXS7RyyXa8OF6teJTP/zDcHAArsvRW2+tw6c8E17k1sbea+Dkpim6VAo7CCjjWDI1HMmp6YQhOklI05Qmtt51HNmAtCY077MD2GUpJxIQ6FVL8mRthjFtKCCak3AtNuXSthlcuMDWzg7dwUBO6sZqXK5WlNMpaE2ephIApZQMM7B2FjVfs9moGpoDWOsxLNdl5+pVnv3853EvXZJFxHy/Ko4pz864cuMGzqNHPP6TP2Gr02FRFFR37jB/9EgEjsslGz/g5/77cbkGpSuRBtgGOWuGZKqK1WRCnSSErounRKzvhCFuEGB1OtRRxIP5nMfLJY/nc5ZaU9bizlK2vY4JcFx3Tf84SqE8j9F8Tq4Uy7pmnuc4SkKyHEsSoRs60KprOfWaodoyA26ZZeg0ZdBqkZnvd2IEppZtE5nSvKyWok1lWdKC67o4s9k5HQFyXzQ0z8aGbPSmWVmbe84xVl8VRbJWpimrosD1PMJWS2olWi2OJhMuX7qEms3kpK6MUPM/oy2045DWNauyZLvdPu+yaWgMQ19UhqYolKKsaxlWjJB0Fcd0lDp3yjRJvE2OSpadD0kN2uH757qWSsLh6rLkL4JAcj+0Zq4l9dsCfENvOXVNUUuNSBgE5Fp0j2gR5DfIyZpuaRAOc/jBoK7Vk6m1juSpWLYEfIaOJMX6TfibQV7qPMeKonPkREtk/RrFMQLn9c/YaF3M18eyzocOQ4GpLBOhvS1Bcg1N/CEnkPka63iCZohpaDffhzBktljwPx8e8sC0KlvmvmqiNLShxLSWaAfbHKjtv07DSqz1eT6F4YexbcIwpGVOo0mWCc3iOERG8FMqcc3UWcZ4MpHAGqVYJQmDjQ2sNKVlrKa1ktTOMkm4cf06lu9zeHyM7zgUcYxvWWTLJXkc87Asuf3gAZ3BQEShZoofbG9z/PgxtlKMDw9Fn6AUG4MBF3d2uLizw6oo2O/1KM/O+O1//++ZRxF//5/8E/jgA7b7fU6HQxZFAZMJRVniKYVyHLqdDsvlUrz8ShIHwzCkLCTqWQHa+PBn9+6JxWy1Qi+XxMsljtZMHzwgGY3IfR+v1WKZplzY32f0+DGu53H55k3S+RwvirB2dzl79Iinb9zg5ssvU9U1i+WSszt3yICw1cINQ3YHA2bTqXQEuS5VEKx1HJ5ti2XW88gM7JxXldiuzaklTRJK2yZst7GjSPqTDEVRKEWr1SKezfCVIleK7u4uaZKg8pzR0RGDS5dw8pxv/dqvEV29SvfggG+/8gqbvlSZ274vXUNmMyoqqTmvq0pSQZVEameVBClpkKJJk0GjimKtDdG2TbfTEYeD60r+TRxL6J3ZfCjLtcBSW1IwqC3JSmnamcu6xmm12L1wgadv3mSwv087isRG2Vhah0OqPGc2n+M8sVg2IjZlvk/9xGDiOI5kxyDIjm3b8nNqTf/iRYowlKwbpUSoa1lkp6fYWuM8/TT1d77Dw29+k+DaNfyLF+mFIV8fj3GLgmsNFPwRuxyliKtKTphmIbeDYO1WqJVolWyl8KKI1tYWYafDYHOTMAxxogjPtkmRNOemjmBpSxsttk3p+2RlKXZPx5Fn05VG9QpouS4O0EJQNcw9UCmFPRhgdzoESCqqa0vRnW0EubmJbGgBg81NiqJgu9vlvSyT+xRom7yNzLgGK8uissWVqJbLc+1EszE1bhKDapQG6ldm03TCELRmsVyC4xCGIZ7vY3keKklYmlwoVVXnugYzEKwdLWaAUaXkCTlVhdXtChXV0CmwHjzsZjO1JFpAF4UgO7ZN2OkwjmM22m3ZwJsN/Ukq40kNR57LUNagFsZubLsur5o04LquRYdn2+g8XzuyGtqiyHO0CXxLzBCoa7FuOwYxU1oC/ZT5cxq6t64JPI9ssRAdmtGhKHMITcwBKHSc834eZTKbmlqEZhAxB5L1AGEoQvL8PFL/ydei0a4Yes2ybdy6JjbCchC0BcuSQcKIf9dZK83Q2XyY768G3pzNuF0UVHVNjlA/zYGpNnSkQg6EdXNQgv+qyIOP7LBycXsby7Jo+T6REQk6rsuyKMjMRpCkKYssExgqDCnimGS5ZLVaEYWh3Hy2jef77O3uShR/WTJOU+ErswxdVSKoa7WYz2bMl0sODg44vH9fAs/ynPlsxlEcY9s2w7Mz2pZFnedyQooi3DBkMRoRRRFJUawXvTTPsZSiMxiwrCrJdHn4kLCqePXXf53TszMRt1oWaV2zmM2I45gLW1u0Wy1JFs0y+RphSJVlWHWNrxRlkpDM5yRGuBZtbQnU6rq4WUYEJIYOyLU4oFyl2Hdd3vja1/C15qnnnqNOU6kVcBzi1Yrp5iZf+oVf4NXf+R0812V3a4sqCOg+9RQ6TcmritiyqIxwtd1ukyeJ6IKUQhn3VWEm7cLYBItSwtiUUcOnRnC2c/ky9+/do8wyeu22uGNcF6eumU4mbOzu4g4GtIuC2Z07kOfk8znPP/ecPMSTCYePHrFRllidDu7mJmeLBdrkjtha4qALIxhUSMLpLE1J83yNjtVlySJJUEWBtm1cY3tWhnZr7LDacMTFaiVIhXMe6oYR5NVa44chlmWtLceW77P37LMcfOxjbB8cEAwGcqNrsb/a0yl+ELAcjcQerzWRSZStMSWFti3x7WYzqCrTEWMWvsZp5JkF0fE8oosXKRqlvlmI4tGI5a1bLF55heOvf510Pmdzd5fR8TFvvPUWP/1v/y2cnPDBv/yXfyXP/l/2SotCrLxluV48bXPKVVoqGKwoIur12NrcZGtrS3RIUSS5KlEk+iNzwu6FoaTh1jXTJJG4ddvGMcOQBXgmMdexbVq9ntDOdU03DGVgQoLpkjQlrGuxlZYl9XgMBnUDoZeqXNq18+WSvc1N5oMBC9NR5pQlvuviex5uFJGbjaQp5VyfnJsskjxfb9wAmMMMZYkTRRSzmZy6k0QGHtel1+kAxrWT5yL6zTI6Fy6saZYmFG3tLHHddfCZTlOqJKFlqBqdJPK1mg3WuAxVkqztzZbWMtCYn8F2pB+pnM1wNjZkbWu1zr+Geb1IknPkqDQJsUaHQ1FwbNs8DAJB2LVmqTULSxxVlkHcGgTUUop5VdFWSvrNDHqhimI9IGiDZtnGpo3nCc3iSHFtBUJhNXQO0tFlF9Imr+t6jfBqJQaAerWSYS8IZLhpKLW6PkdTbPu8cTnP5fOfRHEapKVBOMy9WzfrBFL5oYpCGAXj9FIbG/I1mmGzGViKgrPRiN85PSWupJy3QSqboQ1zUNNKyXqrtQwtlrXOnPpero/ssNLt96FBGYA6CDgzGoP5ZMJqsUDnOTbQ6fVIxmOU51EUBe1Oh/lyKSmkdc18scBLEnRdi6Ary9bBP6oo8ID69dfpeR5VWfKdoyOKJGFrc5NVHLNKEi5evsx8NkMFARf293nq2jVeu3ePj33lK/zHf/2vub61JZ+f52xfvMjCpEQ6WnOyWJAUBauzM/a6XRzH4Y1XX8XzPFazGbHjEJubqyxL1GjEQRCwPDrCC0PyxUL6coKA2lAJx/fukc5meIYHr2cz4nab0rbptFp4W1tyskbirX3Pw8lz7t+9S3DpEl/5uZ9jWVWcPnrEyePHOHWNv7nJzvXrPH78mFFVcWN/n92DA4FIVyt0r0egpOnXNy6KYrkkCoJ1UFGtpVeissQNsEwS+R7bbWkPzXP0YkFxdCSwqEE0ltMpWmuiVouk2+Xk3j1CM1S6nQ5ukhB1uySzGelwyEaasjo5oV+LG+v96ZT969fpvvgin7h6lVYUcfitbzG8c4d0Ol2ffrKyZJVlEvlf11h1Tct1BRlSilxLdLQfBITttli8zcKkLEkCdcNQFifDo+uyFI7bLLKuUiLQcyUNNep02HnhBZ75/OdxNjfllGuLWl9rjZWmUq5oWSxWK8q6ptdu4+Y5RRCQ5/laCPhkrL5ldAq5OWE5tr3uMOpvbDCZTLi0WqFMyJ8DMJ9LAdvZGd7hIVevXqX94otQ1yS/+7vsz2Z85x/+Qz75pS+RHh7+FT39f7mrKEvKxvHleYSGEnbMB67LJ158kc1ul04Ukdc1J6MR8+GQwPMYGC1QulrhKUXYajFdLGh5HgslmiXbkuA3bWB2pyypjajbsyxB5QxiqMzJ2HIcgiiiPRhwPBxSLBaobpdFXRMZxENVFZVtczafczadEkURm+02yeYm21tbDI+PcZDBs+V5EmVv4PerDSXj++ei1GZTyXOhf7IMFYbYWlPGMcs8x3FdojCUvJlGC1JVVJMJp+MxqqrY2tsTjUrzfTatv1kmosyG8sxz4vmcoNPBa7fB9+Xv9XriFoL1MGG1WiLkzzL8ZsMcDCBNUUFAd3ubeDolmM1wGjroiWFnra9okIhGrwIyDAD/t+9jA6lS+FXFiWXxL4CfBnk2ioLQ9yWqwBLX3mI8ZuBIyvCTDj/LkTJTZcTNTeYJZgiuzXudFgV+mkqdguehzJqceZ4g544jAXJGC2NFEUWaks5m4mRsTAkGZfqQy6gZXMwaQlmKm62uzxN+zfvQZDEVWrR0TVFrCnIYMtH5PPlhWcyLgj9dLvk/85w7jsM0TdcljxrWSHFlDnmOUpJXU9dSXQJr9Pd7uT6yw4q1XFJUFUszgc6yTErD8pwAsQe6SpwZvmURGXtVaKZDx3E4Go3wo4jVYkFmYGHbsqQKPM9xEbdGBziLYygKOp0OyWKB63kE7TatbpeqLLn41FM4rksSxyTGanzthRf43I//OK/+1m+x2+uhikIU30Y7YgMohWdZdHd3mTsOPa3pBQGp1jw4PiYHkkoCnVKtWRlYNjg5IXQcijBkenbG8/0+le8zLUuGcYw2RVq24X4XqxWBUlRbW7jPP4/T7dLa28P1fZaTCcuzM1it+MwP/zDh/j5/ePs2X/iJn+DqCy/AeMz8rbe49+1v09rYYDiZ8NLf/JtEnsfpZIK1v8+m76PTlHSxoI5jXJPaSRiSliXKdcnznE6/D7bNPE2Za01sS/DYc5/5DJ2dHR689hqbnQ4nh4fU8zlhr8eF/X3efvNN1MkJzzz/PHa/T3t/n8nZGTvLJVGvx/HRkdjC45jA85jfuUP/5k28ssSNIha3bpGMxzzz9NOwvQ1a8+joiIPdXRaWxelohPJ98jwnNcFalmVh1fU6bbKqKnQQSBR6GGIPBmzduMH27i7f/oM/oF2WhFkmXS9hKLk3WpT2hRE9Bo4jJXSWhdPpYIchO5cvs//pT+Ps7Ymd1IgklXnv5Ia3mM5mrFYrEcYhqI7fDEBlSZpl5EUhi6hSVM2p0GgxLEMnWK6LaygnJwwlZdWyUEa02NvfJ/jKV3j9l36JF7/4RdEqDIcEYUh8dsaVfp/69JTTj6jANq/EVYcWC71tSxaOa/QphdFjKM8jrWtOxmOOxmPyqmIriiAIsIKAVS6R6bM0Ja2koK1lxI+O6+KY170RcpPnlOb3alifXjGiTM9xcF2XAFj4PtMsw9KaTOv1hlIhtvciSRgul/Tmc3oI7bO/tUWZpsTLJW6eY7muWGy1RnseOw3CB+fUQSOczDIZWgw9obOM3NDZXhTJab/XW0fLs1pJKCTQiiIpZ2zoi8at8uRJvEE2sgwniqiUuFECx6Fqt+Xvm8gEnrjnXdtmDlL90ISeNaiFee2cRrTaCFKbn+mJTJW1e6b5AMhz/tj3qZXCq2upL6kqvum6TJXiv7VtnlosuFDXBMgw0gwYVJWs3+bwpRqtGAj6gTiIVDMQIoeIxgSxtmeb90CZQ8w0TWkDnpaOMiwLbbKWbMdhsVrRt20ZcA1S3jh+PpSA+6SQt7FDN3SOGbwcpbDMQFEYBKww6JDjedhRJGhNQwkZqvw3Vyv+MAg40Zo6y8QdVpaCzhgarAIqQ59pyyJA1sKqLEWM/V/x3H5kh5XcdDacTafUyAMTtttMRyP8wYDSnCqbcK6W560zCNKqwnJdarNppuaGWWktraqGp3SqiggpGtOOQ1LXbEUR13d32drcJM9z8qJgNJmgfZ9lHMvkmKYkjx9zeusW/+Pv/R5Ptds8s7vLfDIhrWsmZ2d4vk9uUlnbrRYnDx5w/epV4sNDTs7OBE4sS2lutSxxBQBpLfkwVpbRryri5VKs01XFdr/Po8ePIUnk4TJTre26hO02m9evY1++THjjhuQoVBU6SbCqio1Wi8l4jN3v8+/+6I/4+7/8y8yCgH4YQrtNNR5z+aWXeHD3Lteff56irlkWBX6/TysIqI3Az0ZuqsJQEDXCkbbDkMr3mU0mPDg5wRsMaD/9NE4QcPPll2nfvAmrFXtVxTbQ7/d5/atfZQ9I4pj+xgaXr1/HabVodTqkYcjtd95hNZ3iDAZ0Nzexq4rs9JQiy8hPT2lfuEDdamFHEc9du8add99l/qu/yo/81E+hLl4kBG698w6f/5EfYfzmm8yGQ/K6JssyEcr6Plkcr90+dV3jui6tIKAdRdSex+dffhl8n77n8fXf+A38qsJHFionDJkYXvjpmzdJl0tyoxUqbOlZuf7pT7N9+TL2zs4aji8NtWe5LjrPsaqKMkk4undPGq3r+jxNUksJo2XuWcuyyAz0Sl0LZWUEdNosJNg20cYGW1euyIaNEeHatmzE3S7Fw4cEg8F6waoXC86WS5JWi+u7uzw6O6O9s/ODfei/T1dzbyqQ1m3Pw/a8dWPtNMtoKUUxm1EVBaPZjCzPcY0tOasqsiSRUlGlyNJUBIXKiHSVwjcnb8tolXLzuc3p3DKHFK2U/BkisHWMpqnt+yxdEz6mNXGeS2y+2UzSJOH942NqpdhaLnGDgHyxwEVQ5zRNRWxu22IkABYgTdLNyb+hZppfr1YSvZ9laFvati3LuGga+sic4os0pSpLOrZNsLGxdtQ1g4RerSQ/pck1MVQSnncusjS0RF7XuEUhm3iDRmixOTeJ0qVSeGkqQ5PrytcdDgl7PeqqwmoEukZbA5zrNRqUpfloHEiex8jk5FiwFqPXVcXbrss9y6LbavGFNOVHgUtZhrLFNdhk6jQaFW2GpcZNU5lDQ1PDAaLTeBLp/JBjxxyM/CAQt2OaEjW0eCNatW1s32e5WtEykRjNPWw3wuGyPB9eGgquETs3dFXjJsoy0VIZSiktSwqlCIKAVqcjByclycwrrZnmOf+prvlaFLHMMnlmggDf92WoNghyrSWJuzYoT20QL2XWoxrW1Of3cn1kh5XQiNb67TaJOfkW5k1bxrHkV/g+rusSGqGiUoo8TYn6/fWUuzSagUakmGstNi4lVeEd2ybIMuyypDMY4JrhYnJ2hu15+O02u/v7jBcL6jyn43m0Wi3K1YpWlvFMv4+ezRjeucPehQscTSacPHpEb2cH27bp9XqMzs7w65rju3c5evxYBLJGXV1aYqnLlTgGcmR6DYGDnR02r1zhcz/2Y3z9n/0zNvKcJI6l/M/3aRsRnLe5Sbi/T3hwgHX5Mv2nnqKqax68+SaB1rQMHNjZ2OA73/42L37iE6hej9DAm3mS8K0/+zP+1ssvE+7skFgWvc1N6iQRlTusrbHKcViZeGjPIFmeZbE6OuLxw4dkdc329jb9wYDUsjh47jkC3ye+dYuirtm+cAGKglYUsXH3Lvn9+5wOhww2N6kch8KWnov+pUt0hkOy5ZLBU09hlSXT0Yj9K1eYP3hAqJSIirWm7TiEWvPChQu8+t3v8o7j0PrYx/j4Zz7D/Y0NvIsXuZymnNy9C0lCy3EIfJ8iy+hEkcTqm9e9rTU7YUjg+0y15tabb3Ljc59jNh6js4yqkswM23FIHYfW5ct8/uWXhSeOY0aHhzy6e5ft/X2eevFFov19aV8NQ0rLWgsiAwOn20A9n3P/7beZHh+jyxLftsm0iNdsc0q3DJXXROkXZsFXlgi6m3RW13WxPY/e/j7e9vZanG6DRKcrhbe3h57P2f34x6GuKe7dozg9JXJdOoMBdl0zfvCAFz796b+KR/8vfTXlfLUWMa1rBMaqLDmLY/Ky5OJgQKU1Z5MJSZbJ+2eJYHpigtMKoweptAg17bpet+36Ji24Rk6YZVUJ0oK0KftGD1GaE6lGNCBlsx41C34zdCqxwVYGYSHPuXt4SJKmtH0fbds8PjoiL0v6UcT169cZTiYUhTRrl57HSV3LRj2fC4rRnPCzDO041LOZ6Cu2ts5j2Jt8j7qG0WgdxjafzwnLknBn59z90nxeEw9fVR/unbEsiGOy1QoPcHZ2YDQiGAyoptPzTdagxyhF5Ti0XMk2WruGtDhilOdhVRV5luH3eoJ4mCoITDHi2oLdaHOSRAYas4GX5t6v9RMp4EqqLBbA0LZ56Di8Vtf8uNZ8yXXpKnELrpPD61reJ1j3ftkGxSgLKRBsspxQkkTe6MnWoWzmWQ0t6d7KikJ0S4ZCV5bYfzPT5h2bAbcVRTIMNTQPnBc5Nq+ZeR/qqqKazVCmPqDIcypjFkiNvqa/u4vb7WJ5HkuteTWOeQc4dl1OlGJsWaRmTSkAXJeW74tBwEgyCkNVKqOXU0qMEdogOVpJ8/L3en1kh5VnLl1iNBpxEsf4jpQoHQ2H2L7PIo4JbZuw1SLc3mY4HrOczbAsi0Gngy4Khga9CF1XTrGWhHL1EGtjYNuElkXX2Ha1EbzF4zGRkg6WwLax8pzCoDDdwYDhcIjvulSOw+DyZYajEYN2m7PxmM5gwP2HD1nMZthhyDPPPcfjkxPqPGcniphMJkyzTFL+LIuyrrF9KdFbAUkt7qeuOZm/e3REz9zIrb09Vp7Hheefx5/PUVlGYdu4ly9z5bOfxep0WCKbWn18TDqbsVHX4uDxPBZAnudsui7X9veZvfEGr7/9Np++eZNOVXFld5dVUWDt7UkJm+tSJwmegVnn4zHJcrnmqx3XJTk7Y9v3Ofzud1FHR2zmuZyikoTjW7fY+fjHcSyL5WhEdPkyuclMKHwfKwy58bM/y+v/9J+CZbHX6zE6OUF1Oti9HkvL4tmXXuLV3/999p95hqDdJvU87h4d0bEsoiyjnyRMbt0iHg4JLl2i7/t86sIFmM/5i69+ldXNm1z62Mcgiti8coUbf+NvsIxjjg4PKfOcmzdvstXr8fj+fe588AF1ljFotwldF11VbFgW977xDd7+3d/F01riyY3oOi4KJkrx33z5yww+9zkA5rdvg+ty48YNNvf316FWtYGumxZnC6RSfrGgHI1450/+hEfvvksVx5RJIuFhQSBR+UawXBvOuUnHdUFSiBG6wbUsVFnSbrWwu12e+exn0e32Oo7bAmkfNoiOc3BA4brM79zh8RtvcLnd5tJgwPuPHnGkNddv3OBsMuGpH/Bz//24ssVCCtgsizAICB2HNEk4NS6Z3X6fS9vbPB6N0MbJVWM2MiCOY1BKAuWKQnqFtKZlWXQMVF7lOZaxtJdpKqd2LWJuywiys6JglaZ4leRezFardd5LkqZURSHC86pan1jtsqRAdDfDyYTRbLbOitGGYlrGMYvFgn6vh+26JHUNvs9doAwCnOVS0JVmk6sq6cb5e38P3ngDxmN5ocpSNvfGAeL7sFwyH43ogtCWti0DQpMSu1iIELShdJphwdATRZZRJYkgdsaNpFot7Dj+kGOooW9s38cySCNVJc4hkM/r91GjEY5tU6xWcs83GpxW6xzp6XRED2MEn+vhJQyls8aS4MamnmCdEWKGxSQI+HOtecuy+LW65rNVxS9lGQNbykk9W2zmWFIuWjVOTC0Bnq6hHLVSa0cgyHPqgPzcZg2wHWddVpoUBa3VCqvbFeTalVwTz3WpkoSkKCDLaBn3lU4SaexunEONwBZEsGxLOzxIHkxWFOS2TdjtshFFYnRotzmqKn5rPOYblkVmUKjS3A8F5wd6tMZxHKJOB2UMHnGWESeJ5OiYQ1KtxcDRuISsWjKEvtfrIzus+FXFxe1tlNYcT6ekJn56vlyyBFZVhZdlVCcn1IsFdl3jKcV0OpUSNq0ZtFpyYi7L9aQbui5bgwGOZRF6HpVR9ztRRGYyTKarFRu9Htq2mccxaZbhGmg0Xq3Qvo9vWRRJwqDTIbJtFuMx3/zud0W8WVWsTk/BdTm4epVsueTRnTssp1OZdA136LsusyTh0vXrvPbBBzTmvoFtSxsoYD98yH/6lV/hxYMDCt9n8/p1Ht26xdnrr9Pd3eXg+edp7+3JJD2f45Ql6WgkglnAN4upZxbl2/fu0frgAy6aDqTTw0Pyfp+LL75I0O1KEJJlUcax3DxFwfToiFWastHpsJxOcRxHBMR5zr3795nduUO4WuE7jriqhkPsouDWH/wB8dkZT33xiyjPw+12JYwtDMH3Ceua3Rs3eHR2xvTsjNnJCeHGBm1zslllGSrPKRYLwsGAK08/zYPFgigMseJY9EueR7ZcEgG2EeTWZcnHd3aw05T73/oW+oMP+PjnPse1559HOw6bDx5wdnJCf3dXsk7MA7taLiHLqMuSsihQaUpUSl1DrRSVJfkB87om7Pf5+Isvsnnp0nrR61y6RGt391zsZvhjLBNtj4i6G6dGNR7z3re/zdHdu6wWCzzkNF80ok3XlVwhs+FYti2nbCDLc9Isk+Arz8O1bdmYwxCn3aa7vS10p+He15kvZlhaHh7i5zmMRhSnp9wfjznY26MA2tvbqHabK08//YN96L9PV5bnEpLm+7SMrutwNiNOEgmI9DxmyyW5oTosWIdjVcDKUDN2XUsWiUFNMA6SQmviooDVisBQe0o9kZQMpKaLh6KQgSaXVNzaaItKc+LVZuOsK3EqNtlPmYHVVVlSmu/Lripqs9ENFwvmWbZGV/2qIrdtzkYj9rU+j6VvtSTgSyl49VVBXOA8GyWKZEiZTCgmEyazGaqq6GxunutfwlDu42agyaUmwLWsc2dOmkJZEhttj9UIXUtT5GdcT0TRuXvIslBJgm9JQagKw3XUPyDDkeeJFqsZwjGX8wAAIABJREFUQhrqp6GFikI+r92W76EoPjSQhFoLWt1YhutaupLM6+i6rlhwEQH+YV3zf9k2iyzj54qCZ/Kc2vdFU2KGHm10LBWc60TqGu04xIaObTvOeddSMzQ26Izrrp06ZZ7jVRUWcpCwbYnB98KQSmvyoqCwLCIjnld1TZmmIsI1uhXdoCueh2XoorIsiXZ26HQ6kuNi7tNbDx7w79KUbxuRrmfb63yqxjFU5TkrM3i3lPSkeY6D5Ti0PA/XssjrmiJN0eb1LhvKy9y/uvn193B9ZIeVpy5fZjyZMB0O5XRTltQg3TpK4QeBBO6UJZ1Oh7Y5Xc7jGByHyHWJ01Rijs0pp6UUrSBAVdLNMl0u2dnelqwDx8Ftt1ktFlCWtOqabDaj1WpRZBkXdnd58OgRfhgyPjlhczBg0O0yn8/JLItWr0c2HhPXNbmBWMdJQn77Nhe3ttZvYKeZRJWiLgoub23x6OSEPaUkWwYZ1NqOQ1iWRGWJP50SVhX7/T4bGxu8Pp+zKAqu7O5SOA5TY2Pzo4jxaIRyXSLHwS8KsuVSWnuzjL2tLUqDEo3ee48LxjGUWxYurLnX+PAQv9ViFcdU87k0SG9sMDk5YW8wgChCZRlVr0e1WpF1OlRZRm2JVTfyvLUQLX70iDt/+IccpCn9T36SMsuoWy0qI4h2bt4kee89qqoiKgpWyyXx7dvs7u5CktAOQyaPHxO0WrR6Pbo7OzjLJXGWCadrWbhKkQyHctoxGRna98mXS/qex61XXuHBN77BJ156ia2DAy7t7EiT6PExntGpdLpdeu028/GYKpfityrL8JTEsZdGgKscB9ptuhcv8swLLxCZoj8NVL7UOqxNe0ZDhYGNay09IeQ5zOe888orHL//Pqv5fC2WDqJIqAXzsDuuKwuUQf9KLe6vSmsJpwuCtdXadxw6vR7h9vbandWk3ja8vY0EO7XSFKvfh16PS5cuMV0sWKYpz7/wAkezGeOjI65ozeAH8Kx/v6+0LPGrSvJRtGaZ5yxN9ACOI0Fkdc1osVgH7FmG1szLkrooBML3fSnhU2qddOu4LnGeE+c5WZIQLhZEUYTtebhK7K9FWcqiXxQi2DTPRVEU8j4rk1VRSyhcXlWUZSlZI0pCtiwtwsXSbEZWc3LXWmg/pUhMAqyqazp5jh2G/B9xzP/gSBimCoJzO3BD5TRISfNrQw3WxjLf8jxCI5hf0w5hKEPPcimfv1pJLktjEU4S0cfVNbos6fq+iLabr1+WJKsVntYSQPeEzbahQNai3UZ3UZYy2AQBrFZibc6ydby7XRTnTcaNlqXR3BTF2tH0D2yb/93z1kNhpUUQb2mN1aA8ti224zyX11trvum6ZEXBL3geF+sae7USBNOIV0ujibJtmxLZaJsU6ty2qU1cwFrP0+TRmAHPwtRlNNSXQW+a7rDaiHJtcxBaFQUt216HG2rj6gJQjiPruufJ69UIhXd30bakyZ7MZrw3HvMrwyGHtk3dbhNovS6WtLRe25zTymTSKEn1rY2A3LfEAWdZFlkl3UizupYgT6P5syxLBhe1XgX/i6+P7LDS73a5f/cu2xsb7AYBj4ZDqvmc1MBkrm2z2+uRGeQjSVP8ICDq9SSHAtl8+1FEq9UiNRkhQRRJAV+ekxUFo5MT9vf2ZPGopBsmXixwypLA8zg9O2MxnxNVFYvplPlsRrvXQ9kSGuX3+4Suy3QyYe/yZSbvv0+a55TA7PiYjSCQjqCzMzqWRdhQM2FI0OlQuC5Pd7tYlsU8zzmaTnn22Wc5un2b03v3KGpJgpwsl1xxXfJHjxjevw+tFr0rV3D6fXLPo8hzoWcGA+LpFJVlbCjFvffew44idi5e5MKVKwwuXSJ3XRLXpX/pEq5SaxEiccwiy6iWS2kcNUNTvlyiLIu9ixf5rX/zb7j16qv85M/8DE9fu0aaply6eZPjN96QZl+DTu30+4RlySJNKe/d4/ZqxV6ScPEnf1K4fNdFt1rsfOlL9Dc3efR7v4ftuizffx+yjFCJza7b6UjmRBwLGtbrsZjPefaTn+Tx6SnJbIYD6Plcgpy6XUKTd+P7Pp5l8elLl5g8fMjh17/OYa9H9+CA3u4uThhSas3cnBJd28bp9aiShKyqiLOMVS3R6e1WC0drFnnOxvY27tYWhecJl2uEZU38tILzU485zVVmKEJJpPqDt97i6IMPBPEyCMi6wdQsBI0GxbNtCSCzJLfGMRuuXq3kxO26tFotAiSOPex01kJE25xatdl4rLqW7qrVijzPGY3HxHHM7u4u1WzGZDSi3e3iBIHYaT+CV1lV9F2XjhFXHo/HUsFhhPiuoRJ0llEXBZXWuOZeqWyxYNqWiGMd15UcJmNX10VB4Lr4lkVeFMwMQtLu9fDN+1ak6doK73keeYOuVBV548poQsnM7+sGdjcDSa4khr4R4GK+n+ZqNoailCyZudZEScKfBgE9x+Hnh0PsjY0PC06fcOE0AkydZRRpKjkqGxuo6RTdiFgbBCSKzpGLszNBRJ7Uuvg+uiyJs0wExO22bJqNtiVJJJ5gsaD/5Pdjfq6m+Vw1w1GDRBgkRqWp5BvVteRONQF3vd55BH2jhWkGniRBuS4/e/06/9uDBzhmE7WUonYcHMuSfcQgsav6PBm6rGuWSvGnrsuwrvlCXfNSFOGbg0ajbxs4Dq2qouf7MiDkOdpxKI1Ta43+GJpojUKZYdb2vHNqypgXLNsmNgOvY1w+gRkKskqs0coy4uXqvFHZblDcxuGjFCd1zXfGY15fLHhjueRBkjBFcl98QxtZBvVtAt4qMzQ391xWS75KY1tWStENAopWSwqFLYt5kjBLEoC1dvSvVSjccDjE9TwOnnqKvKpot9vYDx8ynM9xBwN8z8NTit7mJlmeE5scjpXh+kLHoWUi1afDIY7v0+l0JGHWCJ96/T6ZeaAWsxnpaoVrWZR5LlO28a/vb29TOQ7adfHabWZG25CZybRKU3qDAWeTCdu7u4RZxu3TU2rbJrBtevv7zM7O6Ha77LXbYm21bUrHYWN7m9VkQpIkRK7LwcYGu4MBI8+j3W5zsLVFx7I4nUw4SxLpJioK2v0+QRQxShJGnQ5f+umfZnl2xiJJeObqVaZ/9Ec8eOUVNra2aG9s4G1vc282Y/PKFQb7+wzababLJa0wpF1VEMfr8CffttFpStuTinVd1zy8e5ezoyMqrfmhl17i1je/STka8fHPfpZxWdK+do3Fgweo2QyKgrIoCD0PR0v3jk4SRq+9RrD9/5D3ZrG2puld3++bhzXutaczn1NzdXdVd3U3pt22WzYkSAho5ERIQBBBBFkIJxJYSNzkIslNbnLBRSSuIkdIlhxosGIi4SEY0+A4dne5uqqru4ZTVafqzGePa17f/L65eJ537dPJTYoYkxKfdHT2PsNaa3/D+z7P//kP++x+/euEXSf234MB8dWrXPvqV/GvXSO5fJlBGBKtVhSPHmGmU+g6ivWa0c4O/f19Iaft7PDsrVvce+891kdHUnQVBY3n0Z2fE0URoSo2QmvZGwzYG414MJ/T3L/Po08+IUhThleukCkZuMqyrfNooEhb3LZE4zG7ly6R9no0nke4v0+0u4s3GlG3LcViQazdpO+L7NjxFwJPyN2uI2U24+z2bWYffsiOksWzLGNTFOD7JHFMXddbgmcehng6N7dWLLStkUC9zhjiXo9kNCILQ/Hf6PeFjKijA7/rtrC1I27SNPhlycePHvHM5cssuo62rlmfn0OasjSG/nj8bxXz/v+HI4hj+klCnqY8WizEcyJJGKQpwzgWlEMl7LUWqpkSMSMtkDdFQRqG5Ekio6MowvM8judz2lZSqz3Po20aNsgIspfnEqCoCEmom2FnLY2SoquyFGmyEknDSDxbXEfv/CkCLlxHHaLi67gC2KJ2gbXb0UcJnHYdvx0EHO3v8/fOzi7GBb6qfspSCLhdJ+Zt1kpBPB5Tn58TOc8URQy3RYDyT7bSYTf6WK/xjERrFEXB5CmViUNOUI5P4LgqQXBBpA1DbCgJ5sCFXb7zifF9GI3ElVdVTKaqBPF6mheh6p+tlFnv3ySO+bNFwW/ptTGepASHcUwSx+SwNXKsFF0wutmWymP5yPf5jSBgmKZEQYBV1RiLBdlqxf56TQoceh5/qt/n1mBACWSuoHDIlp4/ozwf03XijFuWMh52e5OvwgcErYk9iSNYtC2d75OGkvsTaoNkfR8bRVIkDgY0TcPbsxn/c1XxflmyqGvappHXQwoOx61xRQjGUGrh3RkJ9rSeR2AMG3tBlo2suGoPej3iOCbXeJvOWuGyWFEs/geFrKyaht7eHp5uHuuzM3bGY/J+XzwUdLTj+T5l05ClKcV8TprnGGX/N2VJC8SDAf3RiKZpqMuSNMtIwpBKjcEeHh2xUcKQ17bbC9rr9Xjm2jV2BgPOy5Jnb90in0zY3dvD1DXnDx7QSxLa9ZrToyM2qxXj8ZhhEPDg+BgThnz5J3+Sejbj2S98geuDgYSTRWLLXbctVVWxs79P2rZs6hpfO9rnb90iff55RkEAyyXnJyf8+m/+JoW1BGFIvV5z584dop/6KX76F36B8uwM/9IlLo/HvPsP/yFX0pT45k3J3RiPSXd3uZSmNGHIqusIl0va2YzF6ek27jzwffppSqIL08k773D3ww/5zuuvc/OFF3j5tdckQyeOuX1ywvLRI17/jd/g5S99icErr4gr63xONZsxXy5JPY/x7i62LMVJ2Fqm/+bfsH7nHfyDA/Jr10hv3CD0PGZHR3z43nvUnsfzt24RxTFJIPJ0c3LCcjrFRBGTK1fYOTzkrXff5eq1a9z48pcp53Mev/cedB1xFLGez4nDUOasaUpVVQRhSNzvc3Nvj6Cu8bqOqm1pNhvKxUKIfllGurdHYwxZmjLMc64MBnijkSzAw6FkQ43HsjAaMUEyCvlTlsRZRmgtnYO2jRHIuqp4+MYb3H37bTEps5Y6TYl2djB1LQ6XqkoKlXPVT1MIAhl5KkzeKcLiKS8gGQ7Zv3qVwPNodb6+c+OG+KognRq6ETdVBWVJ9cknkosyn3N/taK/WuFVFR/oojQoCpIsY71aEf97WwH+7Y8sikiCgNPFgmK5xKrxVx6G1E3DsiyFIF7XWF9CIuMwxCYJPd9ndzBgvl7Ty3MGacrOaERRVZS63hwtFoRNg+dJUnZrLU0cUzUNcdsKEqeL+NPFS6vPuLfZ0EaRjDYUGYmzDNM0Em7oNgflSIBsMj5sVSmuGDBus9J7sAHuVxVHUcTDJOHv+z6xEuO3RM/xWF6iaQjmc9hsMEVBlOeiXhkMLkYs67Xc6+MxnJ1hl0vpmp3qqOtYnp2J3N9KtMk2Ddn3t+OjMAjYFIXkui2XsrE6HofjzyTJxbjk9FT+vN+XwikMYTbDq2s2RcHAGCHV5rn8H5DiZzAQEnCWwe4uXtvyX7/6KuUf/AH/++4uaV2L22oQEHcdgTGYqqJyHCJtQO1TY7g18ImOUSPfF8dqKxEOxhdj0SiKiEYjfi2O+ZPW8l8sl/IM6ubtKaKCyrONokBBVQlip2hSEIoMPdRCzA8C1lpsW8+jQkbOWZpiIzGeJAjwsowiDPndR4/41mbDO3pfuqKDKNoWxl4UEVpLaC2RMaJS1KaqVSqCCST3qAPmdc2665gbQ+6JirYXx/SyjDTLGPV6pFHEeVWx0cbo36bR+cwWK56iD1XXiXtrlnH50iUJmfN9FqsVRyolDT2PqigY5DmNtWRRtK30rbXip9E0Ap0C1WZDBdRtSxzHLNdrPPd9GJIoDJcMh+zt77OczxmNx9gwZDWfU2w2HE4m1Mslj95/X2Swdc3ezg6TyYSi6/jpr3+ds9WKr33ta/zw9dfJej1MWQq51oibqPF9eppF4gUBCTA7P8duNrTn50LiCwLOnjyR1E5dlKLBgMBa7t2/z0/dvIndbDg5OuL6j/0YzGYsZzNOPA9/d5ek1yMeDunv7rKez4mCQIiDRYGZzwnSVDJxrCVJEqrVCtZr3voX/4K777zD0dGRkISPj7n74YeMbtzgw9NTRpcvczVNsVXFnbff5ot/9s+S7O/TKKEvWCzwq0oMr9SQygP2PQ+/KKhOTmiLgna9Jp1MmMQxr37xi9RZxu7ly9z/vd+jC0OSq1fFFKpt8ZJE7oU45ur16zy6d482CHjmy1/m6v4+x3fuMH/0iIMsoyoKuuWSREl4H37wAc987nNkaSoQdhCQpylhGLIpSylwk4RG1TiRMYRNQ7te0wQBsWaOhJPJdhOPQPwTgkAebp2BuywY3z20RcHshz/k3uuvkyuZzgYBcZZRaYcU2QtViYNRXRqqF4YkUYRX19SeJ0nMyn1Ix2PGh4cYY2jqmnQ85uDmTbFmh224JEbC9urHj5ndvg2PH1PNZkzynOH169y7d49/dXrKfhDw6v4+Xhjy6MmTzyRn5T/9yZ/kN955B5ZLfGO2TUHXdVTGsNps2B+NCEKx0PeNwVcExQfwfSZRRJwkbJZLAivhd20rSblNXdNWFVGayuIPW0vzRqXnXttilSjfVhU99R+xQUDpCQnXNI1wMDzxZGmjSDYWlTc7kz8XRBd63lbavI1gQKF398vzqMKQuG15L8t4XNfcDIILXkcYbpUldjqFWgJeQycN1p//R4qIIBCCbFleyIWVP9Itl/SCgLYsybS43hq/uddRxAAlp3pa5Gxt981TjrjaiJIkgkS6qIAoktToIMDTpOgt2uM+k3PuzfMLQ7XBAK9p+G9eeYXfuntXnk0l8RpjhKOx2UDTEIFwCXWT99BnxxO7gFBHIr4j64YhcZpKU+T7RIrc/+s0ZR/45skJsfI9PBDXaiP+WnEYYkKJzogVpTIgqKfnUVor8RiB+JgYzxMvGi062kBSvzdBwLkxPJzP+fWi4Dt1zTFckL5DcWMO/As1YhwE2yBNY+02OuFpmbXjFFljqDuRPvtdR+H71FpY5UGwfa1h29KGIUHT0BqDCT996fGZLVbCPBcztyDA7zqyOBbGexgKLOX7LFQK6KCzQufARVGIj0nT0Msy8WTxxczJGW3heSSI38UctqSnQHkCpuvY1DUn87lU077P7nDIk+Nj+r5PXpbEdc241yNQhUGuN21oLbu9HpvNhg9/+EMCY+jallG/j9+KDfh6s5FuLggIk4RsMGCzXhNZS962pJsN9fExdZZRr1aMJhNuvPQSFTCvKg6GQ46Lgkm/z+Mf/IAffO97HO7tYWcz9nZ36fk+B5cvy41lxYisLgo5h5sNGEPq+0RpSueJVNu3lurRI5689RYff/vbBHXNoecxblvO25bHd+5wXJZMbtygWy6xYSiz/MWCu+++y9WbN8nHY7rZjHAyIZrPCcuSpq5JokgKjTzfwpv1ek02m1GpNDLf3xcDvEeP2EynDHxxge15HrZtqaylVqlnliRc2d3l5PyczTvv8PmvfY1rh4fs3r/P/MED2aiNYXl8LCTt+VxIh11HF4oHTxzHEMf0+v1tqKWvsLhbaFsl/C0WCyaXLwuDvixFbqobkheGRHm+lSziefh1DasV9ePHPP7oI05u3yZtxPHSdwtDGJKGoRiBaVfnK1/CjRjSOJZNyRNWvu+L7D1JEimQ8py436dtGlrPIx2NCLKMRhd+F4HgNQ3+YsHsgw84TBIYj9n9/OdZvPkm065jWdf8d7/0S/wPP/dzjPb3Kdv2R+LnP0vHm598QrBaUSv03uhia5EGoW4k5doRWf0wJPN9Bmm6TZMNPXEIXihfLAQSTRYfxzGnmw2U5TaEMNIxnVHFTmMMpXLAyqKglyRkOkoyVUVgzLZL9n1RmRmkczeet+UlhL7kvHRJIhwW3WB8NxbSjt934yL9fuV59IqCD9qWG/p6WzM3wBQFTdeROtTOkTP1vtwWGommHcfxRYieFiJ2s9nyq2I3xokiIdy6Q0cfnic+MtuBgppzEoZSXPiqknMcmCTBzGaCSoK8vxZaoW766PP8I+ZoTXNhhlcU8tpRRLizwzfeeYfXswyjKKXXiby3VV8dXzkcDpV0/AunoGuNoVFlaBhFJFlGkucXTUoU0SQJbRDwfwyHvFwUvLDZkCpnzLPiteKcr93ztc2wegpxibUgaBvJufI9j1jRngK4V1V8ZC2325b3reWoaTjvOkotMLDiDRQqr8UPAiJfvIQckm5AkuwVLXKNja8Nl0EaJhtIcrTpxLjUtJJP5UJBaSX3LU5Tat2vt+jgpzg+s8WKnyT0oojZbEae51BVRNaS5TlpljFfrxmuVhTzOc1qRWEtBbIYGTXDSTRbwXYdpqqIk4TKWsbjMacnJ3jAZrPZWjpHepNWVUXoeUyXSz6+d48XX3qJOMtomobEWuxqxZOTE6bLJUQRe+Px1ithvliQ9vsUmw1ZGNJDpJC9NGW9XotjrLX4rcS918awPxiwc3DA9OyMqK45+uADWK+ZHx+T7uwQpimvfvnLEARs2pY4TamiiN5kQjGdcuXll5nu7rJ+8IByseDZV1/l6N49VmWJ7cRUKbBWEpk3G4E+fZ/+aETU67GaTukFAYs7d/g//9k/47W9PS4lCXVRYH2f1f37Iju2ltQTJdburVtcynPK01PGwyHzouD8+JhsMmFnf5/VcolnDGezGXGS0Pg+Ua9HMJmQ6IOAbhieno9uNiMoCh689x5h05CMRrLwGrGDHu3swHrN2YMH3NrZIUsSmumU2dkZ77zxBl/44hfJXnqJ9PCQ2fExm8eP8Y3hYHeXvclkm+1hfV8kzrrA1F0nHZs+0L4rVsKQOMuI+n0CHfe1Dx4Qu1wOXcwChfutdmqBtVQPHnDywQesHj1ifXwsxLxWEsKN74tEVdEsT4ltrS6gYRBgtGhyRbYLKQy0uAmiiDBJCPQe9z1PQsr0czkDJ2dG5XseywcPmH7wAQdZxvT+fY4/+ojpBx/wzGjE9PiYf/B3/y7Xrl7lu3fvspNl/Phrr/17efb/vx7F0RFtEFA3jdzDbQtxTKhjzpnncb5ek2nTk8cx4+GQNE23GzhAURQM4pjzzYaz9ZpeVeG764OgKKFu0k62bK0VNZDnsalr1mVJs14LaVtdSSNP5M8ORXPcgyAIhASq3fj2tZGFPHLKMKd60WIU3TRCJXB7SMG1AX6p6/iPugsZqefGDRorsVXOjEbyDxxRs1U7fVeE6Eio6ToJ+Os6cX/2xEF7awOvxZsbk1JVkOeigAIqHdVuHXWd4seRcd377uxgTk/xqwqvqmS8E4ai0Ioiec7K8sIu3gUdhuGFn4u1F1+XJT89mfB9I9k+SRgSliXropANum0vzN2CgEp/bucKXTcSj4HuEVEUkQ4GRGrn3ymCVHsecVVxJ0n4nw4O+Kn5nJ9ZLJis16Lsc2iJEqptIDJ1kELVcey240BPDNayNGWRJHycZfyB7/O7iwVnVSV7nhbJVXthQOgrkhLrODL2RTXpKdm/rWsZYfq+NFxBQIw0kV0g6ig3cuzCEBNF4g5vRLIddhJumLYtge69nb6ONYbgqXvu/+3xmS1WKmNYnpyQhiGHOzt8/P77zJdL9g8OKKpKNsEgIB2NME1DvVjQNg2VsqpH4zFRIBryMAwpioIwSQjznKOzs60pUxyGElbn+zKaMYY4TWX+2zQkacrN69eZTqcUbcvOZEJkLbdv3ybf2yMdjbj5/PPYquLRBx9w85lnZJGqKg4ODgReS1NsWZIMBqxb8fDoDQa0TcOl69fZ3d+nKAr2dnbIrOW3fvVXSYOAq888QzIcMohjyqriVAlwNk154ZvfZPjjP87bv/3bnL/3Hl/4iZ/g7P59RpMJ+D6H3/gGH//Kr/DMtWuUZcliscC2LWmSiIQ6ywjjmNn9+7z/1luMw5BxlvHslSvcv31bFDvKyTjY3WVlLZPLl/nue+/x0muvMdrb47ws6Q2HmLKkt1xSA8frNeM0ZTAcEqUp/Z0dbFGwLgrSfl+IpG1LCPTyHF8XGKuz36BtGVnxc3DhXnmWEff72CRhfzLh8f37TKuKwcEBY99nr2mYz+f88Hd+B38yYXT5MpNr19h54QXs6SnnJycCpUcRhScEO4AwCDg7OqI/Gomjp3ZnnadpqNpp+SpZ7IzB187ULfq0LV5dS6pr07A4PWX64AGbhw8x67UEpWlx1mj36xRDMRB5Hvl4LLLYMKRS1ZNRWD/0JfXZdUImCBiMRgRpSjYaYZOEoN8XWLuuxRFTvVi2HZwe/SCgOj6G4ZD548e89Df/Jv/ib/0tjmczfOBGHLPzYz/GP/3lX+bn/+SfFAXGZ/B47eiI7165Qmct541YsOdNw0rl2ZuiYNjrkff7mCBgpCF+x4sFVVGwOxwS+D6bzYa6LKkbMd8quw6/bQmiiL4qDD0gVn8LPwhorN0mIQfGMAxDNmlKXZZCjkeKWmvMtkHCiEuuIycGWliB+vJYe1G0ep40YVbTb5EUcZfLYq3Kc5UbdyfL+MXxmL/6+DGxG5EUxYU5G0hhMRqJg62OSLdGcHEM87nwQzwPP46FR9I0+HFM1XUkTUMwHAq3xBUdaYo5PxcyLGCjiKTXE/K+MZJn03XyWQYDKXbii+A+LwgIez1MURA8nZGjRPJuPhePj81GJLxtK/wah9I4ZFALJq9p+NOTCf/tes2NJGHX8+g1DdPZjAcPHpAGgaC2bSu5Ol1H5fs0kRhEmrIUhEOVeFGW4SsSZYyhVP6L33WUgG8tt9OUu70e/9vhIS8UBX+srvmJumastguu4DR6rV3kSuB5+GFIawxlkjC7fp3funaN23nOg65jXRSUJyc0ysly7rzW98UED0izjN08ZxjHEsfgi+KwKUuKoqCta7FkCENJlHdjZUXiC9hmAFlFH31XAFrLHNjUtag2tegC8bNp3XjuUx6f2WJlNp8TBgH9fp/VfE5VFJydn9MbjRjv7LBRt9QbV64QfvQRp9OppAFgTzaRAAAgAElEQVQHAf08ly4HuQGWqxXG86jnc0nbbRp8IFf32kDRGGOFnb9arwk9cVRM45iz42MSa4nimGKxIOj1aJqGvTRlMhpRdR3L+Zy032exXkvn7Hl0Xcd4MGC9XLIuCmbGMNZNvLWWnd1dLl27JgSpQMKr/CShiSJqY9hLEp555hme3LvHgwcPWHUd/cmE3qVLlAcHvPP663zuK19hU9d893d+h4PhkObsDPp9nrz+OpeyTFjeCqf28xyQ6jkoCt7/znf4N7/929x//Ji/8lf+CmGekyiBOUtTRnt7LJdLlssl/YMD7h8f8/N/7+9xtFyytFbIzl1H1uuxaBqWVcXO4SEdsCgKdqJIOg0NhGy6TrowEJt3B21qte48C/KdHYqyJAtD0ixjeX4um7x2cb3xGM/3qa0VGXlZEqSpkBs9j+7xYx4tFuTDIcPxWDxwNIQx1Dmup4S/IE0lHVnJflFw4UDpWPlORhkoGoa12PV6K1f2jWH6+DGrszOWJyeEVUWvbWl05t8qNO/ye7ynxpG26+jnuciWG8kMcfNka4VMve2YPY8oSejt7JCOx7LgB5In0gHpYMBwR1gmVq+z4YKz0jQNN2/coLt3j1Fd07zxBtdu3uTAWoonT/jw8WP+3E//NL/2y7/MW+++SxVF/Gd/VA/8H+IRlyXD1YpzJDCuRNaBpqpolUSIoiJZHDPa2aFBCoNG0VHf9znX59Z0YgoXABsd4aTuntExYJZl2CCQ6AZr6XQk3UsSBlnGBrZFTK33gBsHNq14SFlXlGjR4jJptg7G7s8VlcH9vRY/rRWps+MfNJ5HlOe8d3DAb166xJ+4e5f85AQvyzBqUBk5ZOLsTH53fA+Q4mC1ku/bFrNeC7dFC5pwNKKYzQQFAsJKsmieVgsVy6XYH6j/UuRGOPCjiIpDcxQFIwyh16NV8jlFIShMI7bxfp7TqpN36Dg5apK4zcbpnkqdjmP8NOXZJ08wqaTXN9aSqMu0bRrCUKTpvjYGHkiyPNDb2RHzNF2nPV2raqvurXrt3FjOoV3G91lFEW+lKbc9jzfXa17bbPhc03AZ8dQKtTE2xmCCgI3vsxqNuNfr8XAy4cFwyDSOmXbiyTIMAga61xVNQ6kNlGtQojAUVD9J6Cs9IfQ8irpm4/uU2rih9yBG7Bc6LYxN19H5TynUkLXQedq4r2srviwB6uPkrgNg409Pzf/MFivf+Imf4Pvf+x6PHz7EliWL1Yrrt25hw5A8z9lpW8owFP5DmnL9mWd4cnQkCwWwKYqtrbGnsPqTxULmkp7HjatXydMU2zSymScJdVXJLNvzCIDeYMBkd5ert26xPDtjPpvRVhXH0yk3X3xRbqy2xZ6ekvtq/AR4ec5oMiFTYlkbBNg8pytLmuWSfq8n0lpVmJx+9BFZktD5PkfHxyx1NtwZQ5wklJ5Hs7fHtZdfJn/2WQ5ffpl2f59bu7v4vR53P/qIH/9Tf4qjb38bX/koUVUxLQqqzYbMFzOfrmmojWF1csL04UP+6be+RaOV/f7Nm1SbDfsvvcTR8TFnDx+SxbGkQIchH56c8MLXvsb0yRPaPKenaobCWqogIHnpJa4MBuT9PtPplHa95uGjR4zzXLKb2pagadjMZjLe0JmnM1cKda6KMfQmE/zNhscPHtAPAiajEYuylAgFVQS1mw1rHb0NdEPv6WJhraWLItZFwTQMCdJUEnP7fby2xU8SObcqC260S3XENS8ItlkxjhRnm0YWn66TDUHHi4HvU8znDI04KLuwS0eOrboOq/wDT2HmDum8Wi1+4jQla1vK1epHxj6u0/YVeXJJzsNr1wjSlKppRGIdhsIHSFP8nR1sGBLB1rTKhbDFvshXT6dTwq7jwa/9Go8/+IDdF14gjmP28pxf/IVf4Irn8e777/OR530mi5Wk69iZTvl4PMY3ks7ueR4t0Fc0gFCMtKJIcmmstYyShDYM2SyXeL7PdLnEtOK3BFrwtC1VXdNLU7wsw/o+kSrPjOMbGSNJ3GVJWdfkWSYqj04t9R0XSNFLN7rxVQni/D4ceucKaQvCGTBGClH9u+1IAbYBjo7QGevf3dvb43evX+f648c8+53vUMzncn8MBrTrNXGSCDLiEArnZeKKiTCkMYa4bSXcb72mKgqapiFNU+F2tS2RS25u263k2m42ZHGMF0XY1Wo7qnQIzI/kC8EFwbPXozo9Fadl56DrOBLKN7P6vvR6F/JgVyx5KpXOc3mfLOO/zHP+eyWDJo6f0++LYrFptr4ngSq4Ml03EnU073yRGPuhWNRvs6McLwiksdGmyNeN3epe9eZoxAfDIbvAs8bwQtuyU1Viz+D7LNKU08GA+WDAKkmow5CV51EXhQRkBgFxHBPr/jCYzdi4UZZ+Ns+/SAMPg0BIuVqIVEYUR2EngazOqdl0HZ4xMsK0YgRn3bVw96Pj8nBRvLj0ZWBL4g18yRb6tMdntlh54403WM1mtHoTTfb2yC9dovE87pUlk8mE+uiIQm34V2XJ/t7edr746OSEWKH7dV2zrCryLJOcnTQl6/W2cH6U57RFIRtar8dsNsP3fUbDIb1+n7KuWXYdg729rRlUEAQsikKkx/0+m7pm4ySwyoPo2pbEWp65fp3FZoPZbPjk7behrjm8dAnTdTy6fZuhMeTWsj4746O33sJrW6Iw5KMPP8REEXvPPcerP/MzjF94garfZw1kSBU9SFNevHSJH/zKr4jzZFWRJAl5krA7mbBYLCSteLEgSVM20ykfv/suX//a1/jSa69xtFqxaVsWdY0XRZwYw1e++U2q42PK01NWiwXjS5eIRiPawYDzphFSZyDSNqwlGY9Jb94U6XKSsGuFcb++c4fFkyesioI8Ten1+2S6aAdKWuvc/F3nqWEYbqHe/t6eFF2LBTaKGO7sCMs8Sdi9epWz5ZLzTz6RTRyR/DpSWGitkKujSBCguia2quqIY+nGPHEmdV0svpAbfd8XwqpyahpVIsVpKgtQ02yRoGKzYXp0xLDXYzafS1dmLS1cmC5pB7L153Doiv5arVay4ak3jPt7R/aNdCTlpSn93V16OztUjfjfpFlGGIhnT9jvE8SxjNSeGv+4Y71aUa3XDCcT0qbBzGY8t78vHVdd82SxYC/LOPFEAXLytI/FZ+jomoax55FtNizdSCSQIMixFtSVMeSKhlSduN2GgSgbVuv1NhbBRwiHrlAIw5Cyrinbln6WyaapI8S2bYl9nzwM6YKAjZGEb0/J/ha2ikSHrHRGzN0cD8L3RfHXKKfJqUGs1fRs5eJ0VbWV0Bp9dpwqyKDhe3VNG8fie2QtZ8Mh3f4+x4MBybvv0nv4kJ2mYRRFhJuNuCvHMZ4bu/j+hdpGlYlEEbYsWa/XrOZzAmTD7o3HtOs1XL0q3ivWCk9QEajQikLOi6ILFEUFFFtzM91s3eEpt2xrEAfbsEJb14RhKPwd99mc94rLzokikTGrrwlNw1cHA+ZlSVFVJDrGbV1ooTYYfl0ThyGZ5pERhpJ1FIhhYIOo+WpX2Ghj44jwVpsMlwNlFeVpg4DA8yiiiLMooggC3vM84Yr4PjYMpZBwRHprqa2VUaRe31BpDSYMhW8SRUKQNaIm8rRBb3UNcvk9TlXmpanwn5CCtu06Gb8rp84gFAzTdYL2+U+Rb58qoh2JFy6QW/esuLToT3t8ZouV89NTYqCcz/nSq69yul6z//zz3JvNuP/oEcV6zY0w5IMPPsAfDLhy9Srj4ZDzJ0+4d/8+ozxnsV6zLApMEDCZTIizjMV0yqjXkzDCrqNWQpcXBNimYVGWIkXzJEp7srtLVZYkmgviGUMMbFYrYl/McbIkYTqd8uTePSaXL7OzuyuVpy5+S3WE7fX7vPz1r/PdN97gziefcM0Yzo+PeTHPMbMZs/NzHpycYJKE7MoVvvj1r/PiV79Kevky/sEBttfbbrqLoyMptuZz/PWavK6pl0smu7v4xpAGAev5nK4oaNuW+7dvs1mv2bl2jbv37pEEAcPJhH/5/e/zH3/zm4SjkXTywFFZ4iUJ+c2bXB8Oma5WrIzI9pL9fbES15syH40YHB5S7e/TZRmBqq88Y+j1eniXLtEWBannERmD99FHeGUpJGhdqN1C5OkmaX2fIEmY9HqETYO9e1cUMOMxyd6eyHf39th//nmOHz4kzDLW0yl7OzuSRuxLfECUJLRAs15LMZAk8h55TqgySLQ4cmTbQCWTQVEwe/KEYrGQcd5kIhyTON66PK6Lgs1ySbleU81mNN4FudGZeTnC25YMidhjb3NXYHsOOiVvesZsx5ihfqYwTfEHA/p7e3hJIrHxWuD4OmMPn5Z/2gsDMfd7bzikUvKmp2PPwPeJ4xg7HvNcGFKdnIgs2hiufUY5K7Qtfc9jUtcc6XPuBwFZkmztDVot9BxfwPd9qvWa1WrFoqq28QhWCwqsFa5TkkiuT9vihZKVUiPze6ObbpLn1HW95aY4B1vnCupItVY3IKP8CmPE1dQ2jXTxWpB2Rki1ARA2DZFuGEb/3HW5nr1wUPYQw7jIGKq6pm5bmq6jAqYHBzS9Hu1LL2GWS5LlkmfPz7lSVVwyooQKVXiAhjqCPp+eR7vZsJnNMG1LFsdkTl5sLUyneEkiMuPxmOL+fUlgdqRaV6y4IsQVGDpS2yIiT43hTdPgK/fIubTaosB24jj+dPLw/8O4Lo63/BsvDMn39/Hv3GHVdaxBLAqUl2bhwpNkPCZQPl3ni7Nxhyh3bNcJEgFbJCEKAvksimxZRfBxjZByODzfF5dfhMPWBoEg00EgxOUoEpGItdR1LddO0bFQ/y8I0bVQb5jAFURPFXrOiLDSBqnzhTiMqgtjpNmNjfjzVIHIzzstKg1sU8XtU6+7Nft76nBxFe4e9ODC5O9THJ/ZYiVsW5qi4Mbly2zKksvXrvG9H/yAP/Fn/gx/5hd+gX/wN/4GE2u5vLdHm2VU+vBPhkMeA8vVirX6mqT9PlGaslqvxY48z9lsNpLHYQyxFZfAOI7Z1DV5r8err7xCr9ejU8lW3HVQlsxnMwZZRup5bFYrBpMJy82GzXzOrRs3mNy4Ab0epVaas8WCcZZRNw0PZzOCV1/lL/7tv03w/PMyD14s+OG3vsU//8VfZDwa8RN/4S/wxZ/9WcowpMkyBjs7VG3L+ePHNE+eEK3XtMuleK2geRRtS54kPHv1KvOzM0xRiNzO9xmmKb/+T/4J07t38YBv/6N/xH/1d/4O33/rLfLJhL//q79KHQQsqopuvcZfLChnM/x+n8r3mcYxNgzpViuG/T74Pk0YCm9iMsGfTGiGQ+KmEavqpqG2ktYZ5TnJ1avkSYItCmYffSS8E31we+prYdp2Gz5mPU/eTzsBrKXVB9lUlSANaUozm7H66CMO8hy/LBmmqXglKApBIOTqNJKMnMi9phJQjfKDyHOJoteiBc/j6OFDHnz0ETsaz267jtX5OZv5XJxlrd3Cv66j2DL325YsTYWfgpDlrBYvztjJU/Rma++tUtDQ/ZytBLb5UYTf79Pf26N/eEgVBESjkRRWSojzAXTBSrWjdGWQcRsuENQSCDnp9cBaHty5w/iVV/jw936P/bbFjMe8+OKL3L90id/7/d9nNwj46h/xM/+HdcRA2TQ8W1XcDkNRXnUdkedR6wbfWospCpIkkXujqniyWHB0ekrTSNior8hbXddCQtRfXRRReuK9YXwxpUTveYNsaGUjBm9GixEPIVOj4wInb3aHBcquoy1LKg3T7LTYcbJ2T2F999y797S60beqWPGUDHmYpuyNxyw3G+ZlycA5wHYdSyNqoTqKMOMxd9V3ZhQE7EQRL52cwP37ZJ7H1a4jLwoxsjw9pWhboiii3++Lb1GWSaLw3h5tVQmKUtf4YUjTNLLB6ijJkUq3ic1wkZ3jiLIOCckyQSrd/1ckxBFwbSey9EgJ0CiKtFUZuT9ThNAaw/LsDBNFgnQpgmBh6+gaDAYkSUIwGuHHsTgJG1XP6OsEQSAKRs+TUXIcCyKCFjtBIOuaos+ermEe/IjNv6+jojQML7h81lJsNjKO0euO79PTLDwQ5LBoGjZty9qYrSeMr82S5/u0ej+FrRhNJtrUNGEoBZMWhcZamrLcIj+N3puOdxPoeQvcWEh/RleQWbgoZhElU+Su76c8PrPFShKG9HZ36fV6mEDCnb703HP8xi/9Evzjf8wLly/Tq2uK1YqBssZt03B8dMRssWCjUH2SZVvjn7br6I1GrNWHJfAleTm2liTPWW42HFy6xM3nnhOjtKZhdzikLkuM+irUym/Z1DXTJ09gtZKFpSxZAPne3nZBOX3yhIGOldquI7t+nT/2l/8y9tIl6sGA+6sV436fL/z1v87g1VcZRBE7+/uUWUZ66RLFJ5+wXCwol0vMcimumdbSU1JcWVVYVRelgwELDR1cFgW+tex+7nP8r7/4iyzmc+4+fEhRloxGI557+WVuvPQS+eEhzWhEfPUqe0mC2Wzw25az736XrGnw6lr8KeKY8e4ucZLgx7Fs7v0+Ya+HTVOqriPQBRljSON4Sw4MkkQMy8pS0JF+n64Vi/pquSRJU0E9fP8CKta5a4MoLfo7O6zOzvC6jsX9+7RKjouU6Bb1enjqv+A2aBMI8XFLlHtq7BIqh4Ouw6iPg3OaLI6PeeeNN5ienLD/2mtSWESRyFS1++0UIt2OcxBSmzEGP4owbSsoDReSx07REuco6+yyfcfV0c8UahfnUJ9oOKR3eEgymQgSkiTiBrpckmkh1ta1nGfvwh/BKUcMbBcev2kw5+d0R0d0VcW9Dz+kXixY1DXZwQGV5zE+PGQcBIysZfIZRVbcNe/VNeM0ZRqGNMBss6H1RW3Tti07g4EU0tZyvliwXK+p6nqbuxMrgdmlM3sK02d5ji1LgjgWhYi1wsnwxExys16zaS8Sl53jsNEOHBDfjVZ8etyI0HYdHcqNaRohq+p1BOnih/0+aZYxWy6p1uut1X6gm4/j0IyjiAFSuK27jnVds9CwUdu2kg6v46nQE+J2GIY0ScIyjnmr16O+fJlmsyE7O+Pmgwf8TJ4TrlaMNhspit2YUIt8b3+f+u23JeRwuaRbrch9X753aIlDPNzYJQguxj9FccFhcZLqOBYjNy2AyHPhrESR5KE5NMWNk12uUVFIoZIkF/b+Ycg/ns/lZ/VUbqzIVeiLd1GU50RxjFH+UqUKK+fRFej9Bcg5CMTM0zdGnltkc9+aQyo64Xea66PFguO0ha54dQ2QFiKuGHXjyyiOpSlynBwrqi+jBa+TGUd6fp1NQ2sMpf67AAkBNjqm9ICuqmj037kROrBFSBxas3VS1gbLjRzdCNTX69l5HrF3YbXwaY7PbLES9Xo8c/Mmy/kcP47ZrNesTk+5PhpRFgUsl1z/3Of4wdtvc/zggWj3rWWhxLEwiraWv3VR0AsCBllGVddCStTquipLBoMB1WpFlCTiZxKG3LhyRfJjgCQImNY1ibX0ej3wfXb29jDGUMxm0rVuNhwvFjw+PiYZDPB9n/2dHVZFIQFqe3usrGUzn5Pu7RF1HWePHvHca69B17H7yiu0qxUPzs/JjeHoe99jdnTEsN9nX236Kx0TFGUpwXvWEgOpLkB2s2GxWoku3lrmd+/yhS9+kdvWMsxz3nrrLYgiNmWJn6b4aUp46RKMRjKb7PcBiPf38U9OSNWIrwWCRBKF8X1azxO2t3YYiape8Lyt7LZrGukWrMXvOnGSTVNmOkIKdNEprfA5mromUKjT03lzkKZsmobewQFt11FVFXN1rsyHQ0hTKitBcD21qHeoRasLjOe6BD2sIlFeILHzgSMCgkiPnzzhxevX8a5fF/jUmO0m45ASIy90QYLU3x1E64iOblELPZErg/ikOHKn9UWWHCYJbVleWKmDjCajiPzgQIpKfZ0wioQkrAuZK5Yc6c9oV9M9NVpzEfLzkxP6ZUnseYzTlNFmw2o0wg6HjC5d4sPTU3a6jgNj6FmLKcs/3If6j+iog4DcSADo9bpmkWV0bbvNLknyfJu71CmxfVmWLOdzGeXAdiM1ypcwiMN14Hn0ooieogllJw7aoTEQhqybhrauRU5szJbv4ozmrJE0W2c22GpTVRcFgZU0dqcA8lAERQuW3dGI127c4JnLl3m8WvHr3/kO9XotxXPTCKISxwyzjFGaEhnDsiyp+n2KrmNRVbSBZOs0XcdK1TtxmkrnraMLi3hmVEHAJkn4eHeXH6Qph5sNr1y9Cmdn4n3i7g/1O7HWEoEgtFUlycLOKj9Uwzb3tUNLnOusUwK5UY8bDzuUxarzbNNseTPWiBsrIMVJklygN+4a1vUFqrNa8btpShRF9HTM0ugzG6YpYZoSKBG4smKkaYyR9aLrfsSED2QDd2n125wmV5TBVu2HtbTaJPn6/5wQYIu+wdZrySE9jjwfhuE2kNS4RkvXOeeW7cG2aHSOtQ4V7jyPxvel4DZCyu50HTTqLt5qwewyxBxHxVdED/3erXfG/axP3afO/sHxXD7t8ZktVvqXL9PFMZP9fRbzOevFgpOTk63DZwCkcSwELt2Mb7/zDovZjKZpsJ7IUGNfCI5h15EFovIY5Dl1VZHnOePBQIzUXniBQb8PUUR/NOLytWt0RYFZrwXmbRrSIOB0tWK6WDC5coX+zg5tXRNHEYv1mtRa4q6jOD3F+D73njxh/3Of4/DZZ+ndusX45k0WqxUnb7/NzS98gS/lOQ9ff53x4aFIacuS1WxGUlX0rCXu92nKUpx6W0n8bHRxDBoxqFseH9NLEsrFgje/8x1u377Nf/7zP09tLaZpePPNN3nu8mXmvs+PfeMbPPOVr9C/fJkkz5muVgznc6J+X+yuQRjjRSGmemkqSIrO0o3rtD1vW7jQddItOq6EEeWMIxFujaGahrjfZ+fGDTanp1Tn5wRVJdyVTuLljTGUdU3VtqJ6CEPCPGe92ZCOx4StGDcZYNV1BFUlIydFwWLPI4kk9yN4qrpvtajz3OezEuXuFjPPWqrlkmKzIVDpqXswgyDYEnBb5ao4l1DXhWzlze79lE/SdZIk6/wvQl14OtdhB4GQjvOcZVVtCw8/ivDUdGrnyhUYj/GVSO7GZk5B5XkenaKEXhCIHbt+Ns9cJPMyGjFfr4m7jjiOOZtOmX30EWmvx+DqVY5PTwmWS06ePOHz164xPT7GulC5z9hhrHA1fGu5XJZ8GEUU1m4VCq12hMfLJcuqEqJ0VbHRaxAo2mVRt07lq2HELr/V9acFMh27VZ0YT9Y6/ulApPCw9dax+t5d20qWVCdJ226siBULd888RSjVLtz3fWLfpwdcSlPyOObZ69c5efSI0hjO53MCa4mNYZzn3Do8ZHp2xnSxoBsOWSva69ayrqqo2lbOkz7fkbvXrRjbGWPE4bWqmLUt/0sc81eripd2dy8CEd3YJgyx0ykNiImndvLARTihIg5b51qHsrhCxtoLfxRH7PXEQbWtaxmjKbJggNL3xbcFpHjSQmZrCFcUFyqjMMQDVmFI6kmitYtKcJYAodoYtJ635RlZbQx8/8LIcUvE12bB6LV2Y2y4MJNzz+O2YXLIrxYxNSKPdrwjh+KEukYEkYQm1or41YogBfo+xhfljaeIhheIZ0roigq0cWoaGRWpYKUD8V1RyXTrpNPuvnOf35OxvRtBOcQH93Mj3BarTaoj426L/k9xfGaLlS7L6O/u8uS991joQzeZTGjWa3FHzXP+ybe+JWm0xnD35IR6uRQTLqTK9XXem8Yxpq4pTk/F82Mw4OqNG/hJQhRF/Lm/9tcoVivW6zVTlYi9/8EHRJsNxXQqVvTA0aNHLI6O6Kcpe23Lg6Mj6vmcwhiiNMUolBvFMSvA9Ptkn/889tlnOfzGN+h2dphNp6zv3OHoX/0rru/vU0QR4z/+x1lVFcXxMXaxoKlrsjCUnBrNwQgVyvPjmFVZ0pyeMkpTwrqGqqJvLc8/+yzPPPccddPQ29kh6vcJPY9v//7vE2QZf+nnfo7xF79I0OvhBwHj2YzFkydUDx8y3NsjznPhSWig4lnXEff7DAcD6vkczxiiMKTR82G7TiLbdUEw1opfRRgSpalkkDQNjSYKe3GMt79P1uuR7ezQnp/TnJzQqjNogOSlBA4W9jy5hmlKacR51iCLftCJQVcYSuLnsm0pleUfxTGTwYA0TcmSRBKZdX4cKnzZVhXNZiOzXfW/CFSOHSjcD2xZ764zJgzlwUbsuY2Vua7zwjDGCIyMICEul4YgkHMCwjWIIpJ+X9Kz85zZfA6+TxJF4t+SJOQ7O/jq3GkDkT5bK+qA2BfjKy8MCbOMZDSS8+s+k97/eDJXt8fHXL55kxRYPXpE2bb0rlzhwekpTx484KWXXiLyfb539y4/9tWvcvvJE7rPaLHSWctKF+qsrrnedXyvacS0rarIu45nrl6lbFueTKc0VSXmkErMNFYkok1dk8QxqcqbfSvmV9ZaaiMZL1EgCpFlUWzdQbfQfhBs7ftbawkRIm9RVZRlKV25LvyBdr6hcijcuMYRKy1wsl7z/eNjTlSy3gfawYDH8/mPuNmui4LYGIaTCQ83G8gyClXGrfTe9xpJm/aMYVNVxMslnRYrnhtN6ah5tVqxWa+5n+f8j3HMX2oafurGDbwHD8Qwzp235ZLWeSul6UX+j1PrBIGMaSLN8XFFWZZJYeIcaRVZdWMhT7lCZrMRoq06DWda+NO2RG174bOiFvtUlXBXyhI8jybP6XyffhgSu3NVVSzWa7EU8H3Ktt0GGlrlneGL2tDzPCGqKkJirRWEVIuFThGxALbeN66QafVcN1oEBXpNHZbqlE8u7sVXhNl6Ho2us07m7pqw0PO2/lOhLxlioRoKxorqtJ63lZ9bVxi6QkZH2o0iJdumyz6l+PHEJ8o1d54rDh1ya1XmrCi7U2f9B1WsLNdr3v/wQ8xySWNEGgkTLQwAACAASURBVJckCT944w2effZZKk3fNElCsVyS+z5VXWNDCYcKdTY4Go+ZTqd0QL/fJx+PGQ8G9LMM43lcvnaN/t7e9oIcTCbMplMWx8eMBwMeffwxcRyzLgqqpqFpW6K6pj0/x+/36QYD/DgW46cnTygBk2X0Dg64+fLLXPnKV4guX8bb32fv+nVGe3v84O5dvDDk4cOHNFEEd++KJK0oyHV8tZxOiawlBVDyK61mTBQFswcPSK9cEYVH02DCkMNbt1gul2R5Lo6tXcd/8nM/x/r4mHgyYYNssEGeY6uKYDIhHw5JdMFqqwrOzuilqeT47OzQDAbwzDOUH35Ipm6JgRYnHlKwAKCIw4+gLE0jxlPaQXV6s4d5LtHnbct6s5ENtq6lUAlEeufIpz9i26yVu9GFxmgXaHTWb6KIMAhYlyXr6VTyPJqGLIoYZBmT0WjbSTnvirzfl84Jtt1sFGlonXtbfai7uuaHb73Fe9//PpevXOGFL3yBncNDwjSlVtjbEWd997C7c64LUNt1BKGY3SWqSCqUexDpOCqMY0yWEWkB4hYoT89pU9eken+jI01PeQE+bBdP4/uShwQ8fvKESZbBzg79w0OuPfcczckJXRTx7v37vHfnDq+8+CJXnnmGd05OeOx5fHJywl/8d/eI/zs7Oh3tRQq/X7WW19HNRiWvRjeTmAsisis8I8/bFgqeMVtukqdFtFXEwRYFrdojuHFRpxuI24isbvidlSTuLEnoxfG2s/Y6CcirrEisjd4D6Ofz9LMBlGXJg9NTFus1AzVIm63XLJfLLerjJQlpllG1rRgHKg/Dpil1HIsTq96fvSiihgtVjBEr+gCRtNadWKobbYh8K2qjfx2GPLtcctUZyJ2fC0FzvSbb2aEsCoJODSAHAxESuBFQkggvxaEpcIGquBGKQ2usEjU1R8jXBogsw48iOiWie47H8dRaRBheOOLGMTaK+KRp8AYDEmO2Xjdp11HGMZXyNqqu29ruG1/cYLunCgK/u/C08YyYuLl10HIxEgJF8J66FyL9Gh0F+ooAu/Fx4IvEfiuBNqIkc0iXZ8XPJfYlJblTJK3V1w897+LzeZ5w51S5ZFyz56n3jX6+zogZnAkCOsengQtllN57Dq3t2nbLgQPlh7lG0107vZc/7fGZLVYeP3hAk6ZkQNLv44chd99/n1vXrpGmKe9//DGN7zPU3Am72Uj1bMwWxk2ThF4Ysuw6xjs77B8ciBRNJXeT/X0+//nPc3RywqlKmltjKMuSwXjMYjolHQyI45hekvAHt2/TB+qqom5b9r70JcIkwUsSHj98SDscsn9wwKWbNzl8/nkOb9xgFYYsreVksWB+9y493+fKrVuE+/vMnjyhspbnn38ePI/3v/1tUS8BPWOoplOxXG8avNmMs+Njhv0+169cIe33aTSBON/d3fpC9HQjDhVm3Tx+TLKzQ3h4yAhhkrfzOf5gQJckhL0eURCQaiHAcgmLhXBMhkNxaVQpMy64DLaLOVYInraRXBo/SeRhcLp9RYP8OBbERBdEAC9N6e3tUa/XNMslzWazhUFjLURQON/BqhbpXJqnoHVHnHUma0EYbt1yUyVQro3BrFYkaUqgXZMfBGTaDfkOidPOOtT379ycWI9iueTOO+/wwzffZHp+zp/+2Z/F6kLi+f6Fi6ObEesCFOqiFqtsM4pjkQx3HfV6LZtBp8GdaSqGgXlOFwQCPT+1ADi341YXxjCOZY6v329dRJ9a7JMkoTg/J1FOwHlVMQxDbl29ysdHR9x7/HibrfX+yQkL3+f0j+RJ/8M/fCWFO6Qh00IB5QV1ccz5bLY1+QuMkLqNEZWJUU6R81lxo78wDImyTEZ6nket/DF01OykrZ4VBVDgCceoqaqtgqtTflfqNrkoEvJ1VYlpoG60W8UY0nV3VrhftTGsrcpam4b1ei2f2xMjy8sHB7x89SpD3+dExyJJngvyi3BRiGMZrRhDE0pS7qJpZLNoW0Fx61rWwral08/mksirIOBfdh1/9akAQltVkkxshbfi+b6gGhqvgbUXZNenCwvfF3l0215wTtyoIYoEFVFrfpvnWE1z961wvtzG7AzotuMzJRxvC58g4J8vFvjOsVYLgMb3JUJAf85IPWmeRla3poyu2NBjOxLRZ9O2rXg+6YjGqXN8LcKeJt+6EXOo4z03HnPKJ7d2dsojMZ1kjhGGgjK3YrKJIsxbHo02hK02NrZtheui77tt9DpxqbWKOttYspy8JNk60jrPnm0ys46V3TrsiLZ4Iu8P9Ho0+tqf9vjMFiv1+TnepUtkgwHz6ZQ8TVnP58RZxtHZGQ8eP+bzX/yiJJnmOedFQZ4ktJvNloBpfZ+2bbl24wY7h4fCPyhL7s9mmEuXBAKrKk7Oz5lvNly9coXT2YxN21I3DeV6TWcMfa1YB2lKu16zCgKK/X1e/fN/nvz55wkODynu3+feD3/IpcmE/njM2XLJ3fmcMMtoQTqyThJZa5d4OhqRNA3V0RGb42Pa01PZXI1I9OLplPXxMdXJCdV8LvBknvPozTcZ3bzJpZdeInObWlWJxE03uKYo8NJUipokIWhbIeiORoSDASbP8fv9bf6L34rfTKWbq29E2RJ0He18Tj8M8fp9ms0GU9dCbNMOzSiB0w/EIwQdqzgUxjlWWg3P8lrN4FDZn68Loa+Qo63rbTS7g9G3/BfYMtEd2Qs0LVsXhH6aUmn3a5SjYVFDLS2WIs8j1Nd3s3Uf7Q70oXSqEBTGx/d55StfIfJ9Pv74Y3YPDkTW6kzmfH8Lo7vuygXSRfqQEwQkGoRorKXabGjW661TaZTnpL2euInq4t0o6pQEKtc0hjAIiPJczvlT7p7e/+38tMjoa7K/z/GdOxQnJ8zu32e8t8fyww9ZrFY8e+sWL/5f5L1Jr2ZJmtf5Mzvzecc7+RgekREZmVU5VFZSBYlEFVKDYIFalFjQYscnaDVLvkAvesMeJCRQq9mxoQQS1QiphChqEEVkZZLkEJkZg4eHu1+/4zudyY5ZL57HzvVALTWZkFChPpLLQx73vuMxs+f5P/9hseDffve73I4j+zznk/2ey1/8Mv+FXM04UnkvELj3pDoOcCq53bStuNdqcRln/qWSK421hL4XaXLfy32K3CflMIhrqhe3z14LjKje6fteUFrU+lzJi2hx3SJj0jCK+7IJYYL/jeYLOR1pjDC57xo9PBJF5w5dJ1wkPfSttayPj/nVN9/kS0+ecHM48MEHH5BkGdVsRqL7UEDyXqw+f68H1xCE55MrkpdaS9J1ohbRYsOOI3YYGIzhqTH0RXF30Hbd1HX3Oi6m7+94KBFN0TFBREgmzw7vJZ8ooi3brTxuLGrqGr/f44wR9U2eMyqnxajyxUS0pijufFesGKdtneP3rRVpuCIrXsd2jKJmTACXJBORN6IJiX8te0mLkiQil7ovoHyxBCFiT0d1mlLGAk3REKuIXSx0Rl2vcXTigooO9PUFJd1G4mzRdbSHA/3hgGkaCXtUxG+Ir0vvSxOEuxgLnjCKM++ERicJVr+HRAuXJBbL3HFuJtKwNkKR+B2voCMgq2M0F14v6/7Lrs9tsVJ4z/2jI54+fSpmb59+yu3Ll+yAG+dI8lx8LlQCeNjvmec5+eFAUpaYomAAHj9+zLKu8VnGYbulu7nhyZtvMj8+5s2vfIWXt7d89NOfgrX8h+9+l/lqxZe/8Q02T59yvttRGkN/fY09HKiyjNssg5MTmkePWPzFvyiLYrmkevKE5c0Ne+e4ePWKoijE46NpqPJcDk5dKGGUQKzBGIam4ebyErpukqg1mjHz/r/6V3B9zcO65t7xsciiVyvsgweY1Yr2cKDqe1HOjKMUWEHY20VRkMxm9Fo1byPSoLNrq2mn+6aRDXEQsymryJT3YqVskkQOTyWrGYUm83ijRsKpQqZxE3dBkoGj+gV930FTcI0+z6gIhy0KEu/JkM3O6CKOC8VHYp33Ezxpw11uSgrUWpQA8txes1u0kEp04yyV6FpqgGU0/5oKDO5kyfL02uWmKcVsxrvf+AbvfuMblFUlwWbaRUTCXeyIo0U1cXNUhU+1WsmoZxw5qIw+hIDJc8rZjHw+n4zrklT8ZeLlgWK1olqvpftRonNUF0xQutHgPX1eqoqTd99l/+wZ9x48kI355UtevnzJgwcP+NFPf8q3vvUtfvuP/5gf7fdcWMtl7FI/Z1ecxSfKZwtqChjSlFmWsVNDwjRNxTOpqijLcnK87p3mOiGHe0QpHbDb7+nbVsaRuilnSUKmnXqrTQN6f8cCI46dPDKaNIrYWe44LbkRUnSRpjj1D4pdrAWyJKFWifSohVJACpWirjk9OmKZZYJKJgn7vp8C6mZVRWsM9nAQ2aoeXE7HH0G7/DSXLJlcbSHsOJKMkrR8vFyK4qhpuB9J/84RmobdbkfrPQvll9iyZFQlJHr/RaLrpM6JTrlR2hyLbuV4sdvdudFqkRat3SNfLI5LktjJR7QjHq5GyLL/x9UVl2VJ1rbEAW+iBzyKlMUR3JhKtEAki7phmNLSgyJj3siY0SsqF/k3U6hgLDATsVOIKsfIc4lFXNCRc8wNC1qoEMS4MI6botkf3tMhRUReVRRlyagcqLgPpehoJu5Do7ipj4oeRX6T0/OTELBFISit93I26J6S2LtQ1fgaIzIUx5QhSBZW4j3DOOKdE37Nz3h9bouVzcUFf/D7v8+bT57wwQ9+QHt5yWw242q/J1ks6IGrthUoa7/n5OFDau+53u2kgzZChjo5O6PvOjZdR18ULN56i+ToiNW77zL/6lf5wXvv8eCrX+XLb7/N+X7PJ0+f8vTDD8n7Xiz5x5ExTbHHx7z9G79BdnSEOTnhrV//dT74gz/g/ffeoxgGlqsVi9NTju/fpxtHLj7+WIzkuk4OQmOYzedk2qUVVYVpGmaAubriWgucfhi4evqUL2QZ+eUlD+qa0yRhnqbiYlpVlCcnUNe4LGPYbKBpyKoKM59TrNcSOXA4UKUp+dERPHhAWZYijdPuyAwD/TgyU7ly5z0HJfLG2egQAt0wUGvBE6vtJN6Q2604rGpnQ5Rj6jgmjQRNVT/YvheYO0KR6usS+p7Q9zKK0Uo/qiVMkkihh/JBtJMx4Y6/koJYzEcOi/ekQKUeL5OaIkmE2FoUk8mRH0dipoY3Ii+MB79BpMaxePFaWGX6WcTRQQhBOlLk4ImeCdGxNtWxz5hLAFtR12RZxv7ykly7fRcCpqo4evNNzGyG04JxknUiPAKqitnRkYww9PX5ECbIedRCLypikv2e9r33OH//fZZ5zmocOWy3zNQwcXV6yvX1NWerFf/ue9/jp9stz63lpfe8+jm6oz8Nl2+aaQ6fJAmp9yzHkY0WuXkiPjd5Ih4Wp6uVmL8h8Q/GGKosm8zMnHN0bUvfdXSHgyAiqeT4xJGo08560I7cxrGBMVR5jk0SujgO0SJjBAbnhCyOhOJhjDi2KrQec4ZsktB4T384yNrUbnsE8rpmdXJCMp/zrOt49fQpm6ahd46iLGXU0HXkVUU7n9Nq+rNDDmafZULGTlOWyyWnyyW2bbnKMjqgSyUiIysKVqsVp1nGbw0DdrslbDZcbzY0IWDzXLg/So6dCpX4Jxq0RVVhJN9aKwVLdMKNxUr0XOk6kVsPkkOEJsdndU2no+nRWkkA1j0n6Nj3n282/MOq4jJJGHc7bJpSIugrMHHJBiVL40UdZYZh8lMK+t1aRX9LLRptlrFVQUZE5yaukhY6Jkqxg/DvvBFupFPU1g6D5IS9huS87lESEWbj/RTbEUKgyHMq70mOjrgeBrqbG5kqICNym6YkKq+3uh955+h0X433aBydRdM7EzknijKGONYKYWpiozlfoshP5GwF3efjc/ys1+e2WEmUuX1xfU3XtpRVReM9ZV3T5TlVknDRNISy5NH9+6ysZbi4IIa2zcqS9ckJJAmbcWTx7rv8ym/+JuMwMGy3vPG1r3FpLd/863+dj/7oj3j/8hKjY5RZCFyenzNst5gQqB88YLFes7x/n8Xbb3PV93B2xjJN+eav/Aqcn9Nut/SffsrFixeSsuscTdex0M4gKwpm3pNqPDdXV2SD2Eifa+Lp2ZMn7A8HvvngAS/fe495klCEQFEU+DynD4E8BMbdjt12S3HvHl79AcgysuNjWK8JmjAcq/toD23TFBJJY7VOJLp9CBJiNo6Us5lsgG3LqByU1Aqxzfe9kBNDoDw6Ynj5UhZQ32OVF+L9nS25Vd8GP470WohMRkNaxFnvCaqi8PFQjo+DdrSJqC86/TcT591aKHjumPTAVFC8XtenOp6JdvsRBYoHCiALFGS0FcLkizLxBl4reqw+FyFM7o7xit1RlAJaPTC9FbZ+OZuRleV00NlxFDKuMaR5LkVhLvk+aZqCc2JK6BxFUZDX9RQFH8PHIqHTaRbLqI/ZP3vG5nvf4+jlS+794R9KIN96Tdu2zMqS+w8f8pPvf59xHCnXa559+CEbmHKP/Gsk48/TNSr6VyEHTcgyToALL8nZxFGn8jYaNRSMsk+jo8JocY+1dPqY0V0YlCuln78bhilVmXGUNRELVmtJsow6TWm1yIjcLaMHXTzYHNyRHPVeMkowHWGC14Nyx0yWSXeepnQh8PHlpaxVNWEkScidozAGo+OLcRhEsZOmmKKgi+9Vx8azusbmEvh4tdlMRdeYpmTW4ouC8yzj6OaGUUdqJkmYl6UQlEdx+2a1uuOgRL5KCHe8FaOcEmPu/FTyXFDcLJNRUd9PY1iTZYRULOkj+T4rClqE+5NGdZa1fBICv5fn/JPTU17tdoLqWksSkWBjKBQxG2KBoHwjO4jrbowv8EZ4gHG0Z7XgWOY589mMrXPsFCkLVjyejDY9qX7XDg380z0ZpMFKjHCNIooTlTgxhBCk8HIRuR7F5iH6PUU+idVRXkS6o/pqauBigfIaYh3i48V7yoqHVhJHkWqhYNOUNASxddDPImi8xOiFHB6iAqjvpRH+ORqdz22xYmYz6eLLkrOqoru+ZrPfY1cr6tWKARh2O/LFgvnJCe72lmYcqXNJ4yyShLFt+fDZM46+8hX+57/zd2irCtt1uGfPaELAlyXf/eADHr79Nqth4NkPf8j1xYXIX4eBpCzJZjOSLCM9OcHfu8d4dsb++prm9lZutKbB9j23FxekTUNmRX66Xq/py1I2CO9FEXN5ybDfE9pWZMllybhakS+XMuezlqFt+fTDD/n0Jz/hrYcPcfs98+NjLscRt9txVNcCcc/n0003BDEXqtUnxoSATVN2NzcsVqsJ9jMan27TlADiH6EdRlGWdJoNkScJSVXJ+wZx8RxHSp1thv1ekJIQJvO9oFBlYu8cK33f4416GqCqmrYVZEeJXwyDEEvdnYNnCGFyiA166EfINkLnTn8O7syKXh+/xKIipg7HADAQJ9Dg3Ge4Ha+z16NHyTRa0deCvj+j8+5BZdY2kvniJqA/G19DmmXinVKWVIuFqDPUcCrRgiS68Vr9jiLnJ/JU0lSyjVDyXKebuFHynzV3jpmJMXB+zqvf/V0e3bvHBvj0Rz/i1DlOvvhFjo6P6a6uOH/6lKwo2DvHd773Pc6bhhY5EGPn/nm8ciNS0SHyDYaBB0nC9/JcOmiVqMdDauscdQhU+jlGg6xeu0jrPfM0ZZskot5DPXasJVEUq1dYPXgxEZzUGTCRxNGDwFg7IQpOD6tgzJSAO/o7yeuUuDxKpMIYJLhwfO295qk4QPvDgd1uR7/fY5yjmM/JlktO6pplmpIZwwFoQmCe54xAB6TjKH5RaUqZ59RVReq9qC2ThF7XSURHbFHw/TTly8slF03DHycJZ8A353P8fi8iBzWdHMdR9gjt8j/jtaJNC3V9x09RPg99T9s0VLpXRdlsRC+CtezaVvxItIhvvecmy/iXRcF7RcEmz5kPA1sj0SgjEFKNRNDPPBaGJsjYOoyjRKV03Z3JmxeV16jra/AiT++UF5MCeQi05k65ZRQF8fHgj02PIrpW7020EDRajCRJMqWuJxEt9poBFQK5jiN9CPg0FRWPfj4WddeNPLYsk71sGEiThCERpaXVEY+Jz6ejHus9pm3pjcqctTmuwp0ZnnWSMdUPko8VDQmdIishFjM/R6Pz+S1WypIiz9kPA/lsJnLkLCOZzzmk4jux1Ko9ho7NZzOa9RqnUuO073mVprzza7/Gq6Mj6ocPKceRj7//fbIk4fL2ls3tLX/5L/0l3E9/SvfsGdQ1h82GNEmo5nOWp6eM1soXHQJX5+ekWUbftnBzg9vtSLZbSepMEuZaTKQ6chmVDW+9Jx9HuutrLpQr8PiLX+TB17/OfL3mkxcvODs746e/+7u8+s53OLZWWN/Aruso6pq6rjns95jVimq5JKzXGM30aLWCNnkOXSdSsv2e8fqaZLUinc+naO8pzlz9EfpYOFgxIopM9ejg2e33AgVm2eQuaRG0wYIcvE6sw4HJiMk7J4sFps4lDANBgwxNCELs9V5iyl9b6NNiD+EzwX7RzyDouCP6HRh0pBM3oCSZ7NFByJFJLGK8Bg2GMHUesWh5feYc0Rv0eaND4yQ51Q4NY6Y5Mwq5BitmXtEmmywjWy7JFgvIskn5NCImcD5NybRQiQ60kawcpYzxuQ9tS6H8I9CsolH8fQZ9n9t/9+84Uv5UdnzMU+95dHxMOwwM2g2v33qLPMv4D7/zO3y83XIDDIlIJ3GOMqJOn7fLGJyORoOSOh+PI0trabRwpigk5TrPpRA0d46ijY5JfCQ2OkdqJDtsGIY7VCyibXkuvj1JIsoio8qUcZQsHi18Uf5RdDVFD72o4AqKOmQROeQ/c0zWgzF26CQJ9XzOvCiYGSGe7pqG5uZGuE11zaIsebRcslgu8UA9DOx1pGDSlDxNKayls5ZM0YbUmMlgkTSVOAZr6a0Vx1dj6I3h/14uufnVX+VV1/GlFy9I+x5Xlpjdjg6JTOmNIVksZF+KyErTyPc0DHfjn/1eUNS+nwzjMkUY/TBMRGSTSVhgrwjRoKhzNp/jq4r/s675j7OZfJ86rrmX51xUFdvb26nwaEdRLlVaBKWJiApGwDjHHilA4ujHjiN9fC26R5quk31HUaeI6vtxpFeOnNXvNMqgA0wIc7xPrCK/iaKwwCSdjiNdrwhIHPmGoJEiRUG+XFIPA+2zZ/KcanBHLESMIbQt1vspvyqBqRgyRmgK0fhwGAaMtRQAzk33IciYdFSbC6cj/yGOyxTti3vyz3p9bosVTk85OMlj2QwDfV0zu3ePrXOUWUZqhFNRWcuNFgrbruNcjcFebTaEceT4q18lnc24uLjg7QcP+PT99/nkO98RElpV4fqep++9x+2Pf0z79Cmp9zy4d4/cGJIsY7fdCiej72m2W2xVkeQ56zwn7XuGpmE8HMh0jte0LbO6ptWYeXtzw3B7y36/5+WLF9LNZhnH6zXd++9zdXWFc47bmxu+/Tu/w1Gec7Zec3V9jT0+xoXAed/zYD6nKgqq01M4OyPJc7o8nwKwkr5n/+wZ6eFA2O+p2pbN8+eU87kUAsbQhEDWdbi+p16voe859L0cqjGxN3aD1k5+FcVsJsVH04ic01ohZDXN5NKaKTQLCI8mEVZ5XAC0rSgG1NjJKDIDdzwPjKTRxoJhcOpkq+OluAgiBhLdNl+/YqcAApHH/546VT0k7GtwbLwmgipMxVF8jiipNjCx6NFx0+R2q0VL9FdJypKkLCnqmnK5JF+thHnvRaky5jl5XQuCVRTCL4rqH+eo0pRut6Prexbr9TQuKFSSDUieEOIF4a3F7/dkXcf1s2d84dd/nef/5t8QPviA/XzO3//+93n1/Dl501DkOUWW0e92ANwmCZ+GgLOWg3NYY1j/16zf/4HXsihouk6IsGVJrgXql43hB1VFmSTTn1mWiQu2c8Ll8J40iDQ4FsXDONIoypLr5m4ycc7ut1uJYtAO3acp1rkphDOqPybVi3aeVgvxENEfRSCBOwNAvXfjegwwdfdZVVFXFY9PTlikqQSJdh2VJhLvm4ajLOPxfM676zVL5TltvOf6k0/otbjFWlxR4IqCahxZ6LiqOxzoum7KOQO47TrS62vG/Z7Fcsl1krBfr2mM4Z/N5/xq3/MXz88JdS2HmSqr/NGRRHns9yKIiGOiuOfM5zIycg4OB8xyKUZs9+7B4UD74gVt12FnM8rZjIs05X1j+MHZGe9XFbuqujt0kwQbAr0RlVBlLWldM1+v2SyXbHY7mqaR0D7vqYyhVtl/773wAIH8cPiMqivm+wRjJHV+GDgE4djlWUbinGTuGDVRC+qQG5Eg76dmzqLFghGvlVisvL4fOecmJHn04nIst4GdimCMIV0uWc9mLM7OKE5O2F1dSUGtfBP0fg7GiEuxFihoQ5cp2hLVlsFaZkkyKVKxYmYXkEJlcI6u72nblnEc6fX1Bn0vE9fvNaT6v/T63BYrD99+m0G73bFtCX3P6uiIm91Oci1ub3F9z4vNhk9/9CPcZoM/HCSbIk1xXkiWtm2xFxd077/PBy9ecC9J2H3wAYkx7NOUC+C71nJqJbgs8iAiqzkMA93hQKkjiWgYhDG4tp3cIOPPRuZ/Nootcnt9jdtscLsdzdUVszSlKAqWiwXlfC4Q6TgyKwqGtiVNU5aPHgn/xBhKa7n69FNKHRPk6zVuNqNXhnehB2ym81jbtnKT9T2VMbTX12SbDXa5ZLZYTKiAUxKis5ZS04Ujw35UDonVDTj6fEwS4lQySELf3xkH6QEdhmGSPhq4Y70PA15ln0EXciSODjpnNcbITF75BIl+hnFOGosYD9Miej1YK9rPWx3NRHRjQk7GO6v8eMXnnea2IXxm04gjpcmGWn7pDunQQywBBhRa1u40yzLysmS2WmGPj6WLVKdjqorq9HQiXI8wFZ7BOWprBRUaBjJ08WcZNXhU1gAAIABJREFUfZJMhUrQ4iJR3owLgSTPYbsVldkf/zHds2f8s3/6T/mTiws+dY4K+AKQqX33ejbD7/dsjeF2FAVNo5/F8ufYcP40XCezGVfO0Xov69ZazDBwPI5kCqMPfU/mPU7Jj06710zJm4QwjeoiN8AgBXQwhlTN5bKqku9ck85fv5+Mdsaj3j/WuYkzEBUh1qtiTTvYMIrMORI0o8ngpDhDkLi8qljOZlQhsPCeLElokGJ9XpbTurXjSO49izyn19fz5ukpF00jAXZJgnWOIklYZBlVnlOVpQSPanEf19XQ91wNA4W1FCEICTlJSPuew2zG787nvJzNeLtpWDcNB+d4uttR7Ha82TQ8znPWq5WsxfVauFmKMPbe06Up/XLJoigoVispaNIU27a8NIb33niDj4uC6zxnqyhP3JNMHMWi9gPGyJ5T14IepSnp0RFplnEFk9masZayLOkRxCNtGmm8ImUgjlsjohqfQ8+BJKqbjIzqYtp9og210+8h8spiEGIk5Mbxckxwf93yfhxHQZd174tk+jhuNsYwliUp0hitjHgB7Xc7QT30fgqjCBWictHYO4uF7LV9MtXHdf7ObyoE8QwadETfKYG202I72jUkVryAoqFnFknUP8P1uS1W5us1Hsh187DIBrMqCra7nXAhDgeeffQRt5sNyywjFIU4ierBWxrDOsvoP/mECujznB88e8bDouD5dos3hr/5t/4W3//xj1lmmShh+l6cKTcbkhCYZZm4uVphRbv9XrT0bUu722GtpJxmWcYQArM8x+33pOMo3JbdDtt1FEbCzlwQwmxRFGTqLlnkOQfnyFXit3jyhMRLSOK9qiJpGvq+p9/vOfWeNMtoFUEhBMaioC8KMXKLGRnOcbi5IXjPomnk33Y79kFms5m1FArN5rMZIIdffziQRH6E93e2yToqSuJYJBFJ3lSpO8nNidBjJMGiowzXNNPo5/Xwvchutwp7B4UqTZpOcmp03OSB4T8rUGJxUegBPsWox04liLQ06OYSD4G44IHPFCvxZ+LG9/oVodeo9LHorBtkQ9MFnsZxWVFgFguS5RK/WtFaS1VV4pliDLauJ8Jwfzh85kAKOs8fVMURkmSSeHpFhrwiZsYY0nHk6vaW9fExaVHw9uPH/Ojf/lv+8d//+0IyXSw4bLeEcaRRSP9iGNiMIw9nM5r9XqB7JWSureXo52D0/2m4iqriqGn4tG3le1akyI5qIY8QDRtjMIfDlDhsYFKrRYJrPChiEeJDYOj76RBKvfCpqjSlXq9ph0FcmXXcGrlXPvIOgDJN6XWzj3LZWBgAE+E6ife4PkaaZQLx5znLumZV15xUFUtFMbu2lYDGqpqs2bumodGxS6Hj2aOqolTuybbv2R0OjMYws5YqSaiShL0x5MjYIksSWedpSpEkpGVJVVXiouwlbDBaC/xgteLHfY/fbBgOB5qug6YhtZby5ob57S1vOMf9ouAoz9l7z/v7PT/cbrnNJLy0LEv+fN/zRp5zUte8fPiQ//T4MT+oa7xz9EZiOCx6YMNUMCQRIdDDNar9UmuZ5ZIWP3rPZr+fRr1Znk/csWCtNLjDQIesRecciRY2zrlpzZV5PvmNODQfSvcvq/dMivDrUm1qvKIaPsgI2Oh7idzDaPEf7e+D7o/GauJzRNycJLvjPa4oyPKcbBxFEZWmHA4HGEXq7ZNELPGdZJZFK/8sEQFFkohBodP1Hkf36LiwV2n1oevoxpFB15FFCow0TSfDPAPTY/6s1+e2WHFdJ2Sk2NXGDgPZUI7Kkv/w7W+TtC1HsxmltfTG8NVf/VXWZ2fcbDaczuc8evCAej4nc47D5SWl3pDV6SnL+/e52O34yje/ySff+Q613lxxHu1UsZL0PV0QEt3Y99KdDQPzomBe1yJDBq5fvaK9uiIH8iThMAxUVpQEm+trcmNYzOdC+hzEXj1JEva7nYwvypKTJ09wdc1MzZm219cE4KZpmCvasj0/F5LrZsPMGMzDh/R5TlGWMg9uGsLtLVfPn/Pk7Ay32TCcn0vBdXREsVjIjB0hUybqhGtAZu56UHpFRZxTkyOVpqUwkeSm6HGtslOd0UcUBWQGHNRN0caOU2HyBKZU2ghVRm5NVlWMTTM5VRovROUR9VbRwihCwBFVMbrZy8s0k/mWidBqLLCMmaSqrx9GU0Hz2mMkWpwZYyb+VNwsjc6pY8jZmCSkyyWz+/fJFgtCVRGqijxNJxjfKlKG94Suk1m8IoJe/+4Bq6MkU5aiFInIkHb+QaF8QmBV1+QA48g/+cf/mD/51/+abLnkcrfjxc0NAcQdua7ZhsB+HCmqiuf7vRAr+57rtuVJlrEcBn7rG9/4ha7xX9RVpymndc1N19EOA5marc26jrRpyPOcdhQfChdHNkY4GhHd8/E+jRs4eh8o0tIBqXP0IVAMEhOROCdBmvM5zoovSOxKo5tuqqihiY+pf0bvp/9OQ5jMEKPabdTfXcznHK1WrBcLjsqSlfdk3rM+OaHpey6eP5/W4dh13DQNTdex22xYrlYUScJpntN6MU2s0pR5VdGmEvBn4x6YiGowppenurbyopARorUcHx3Re89OOXq7IH4lLs/pjaEZBsY8l4TkYWBvLc+HgWfGyGelo9RuPuf5OLLZbqci4DZNmRUFVZaJX5T3HPqeXJsCG9dqPFi5kwsDU3xCr7k4yTCQ5jllVbEYJfLCj6MQbrWASNWjxiLopjGSVmzVzHLUfWRUtEmfVH5WCzarn4ENapJm7ZTR5WGKTEl11Dcq6uFDkKRu7uTK9rV9KUaExHvSWUmEt6k4EPskgSwTXlVZSjHX97IvOyf/P89FPq1oyIggPVEtZGHKGvJBOFKjc/TAQUm0QwhSVOn9YPNc9tx4RmjRb/9fmr3/r+tzW6yYoP4Zuoh7DRUrkoT+5ob/+N579Nsti7rm4ekps6ri/r17fPXrX5eNfRxpNhseP36MKUs2ux02y3BNQ+FFRTHUNb/8rW/xwXvvCefkcKDIMlzb4tuW/nAQ3sThQO/FNTS3lkVVMVrL6dkZQ9uKXGsc8bsdx/M5m6srXmw2DG3L48eP2acpD46PoW3ZXF1RLZfksxlpVdG1LbWaUhmNq483z3K95mK3oy9LhhC43u04BhbzOWOa0o6jECqrinqxwPY93NzAdsv200/FfVY7AZ+muCQhKQqpgpVU5q2lH0eGphEpnxYaLhaJXmLYgxO3TAsTuY8kmSynjZKdRy8uniaEO2a7dpFTnLl2P4yiQgDV/CvhMQBN11HN5+QqYXdtOxFOcW5yH/1MkaKLMNqho13yqOOmKOmNiboYcydD5o78hrkj837mnvRi7FUqGhLRGJ8kjLrZOWDMc9aPHokfjjp3JvICIP4d7kZrXscCUVWSVhVlVHbpa/IKa8cNAS8Ow6m10rUpbH99fc1xUfDv//AP6bKMzW6HzzJ2XScqj77no92OJhHlUTCGHsjTlKzvOS0Kyq7jf/nN3+TrR0f/zdf1f4/LVBVl33NS1zzV8YwbR6oQWI4jL7tOyK7jSMiyScYZkbhe10wIqoDRzjIS06335HroOO8nPkum951BDoE6TclnM5GEqldQQAoBtCs2ipIliTinequE93AXiufiqCjLOD0+5osPHvDw+Jh5VXH96hW+bQne89Y773D56aeiUksS+r5nu9/z8uKC+WxGWVWs5nPCOIrxnPqoFFnG/rUw0YtXr+j7XswKFU1NVFmXppJrtVwuuX90xD4W210nUR4hkDknKe6rFS8vL+nHkXQYRKILNM4xr2tJFldeWTkMXGw2mGGQAxXkQFbEtQuBoW3F1ddKyq9RPk0wn83imoo8/T6j71Mkxs6WS5K+xznJzRqNmaJAcmPENiA2b1bEFRFxs0G8dHr1YXHaGHkd1/og0udEm5GIrI2KguLVwyWit9aKp1RsjBSRSbQpsdrURQTOK1JCCJOMOS8KSr2XDopSZ4mof4y1jFk2RTXEUVYwMqqPI/ZJben9ZOjmteCKn+WoxeuIoif6uUXfMKeIi/d+GvH/LNfntliZrVZ3Mrcso84kuKrd7Ujnc37jr/wV5nXNcrVivlgIe7komN+/T+M91zc3FF3HwTmysqSYzwmbDZlzrENg4RzVeo1//30ejSM//OADwjBIJd73mL6fuBqZMazmc8ZxZL1eY0OgHUfG3Y5uvxenxiDk1ZeXlxRFwaNHj9ju93Rpyuz+feh7Nk3Do1/6pclh9+rqijzPyVcrutgBVpUYSzmHnc85/dKX4O23ZSPrOj569oz67Izlw4dc7ve8+dZbknVxfc32u9+lOT+nPxw4dB33vvIV1k+eEE5OSM7OGJdL8uWSoe9Jda6dGfVbMAZ/OOCGQQ5678XddRzxbSsVvN7QjONd8RJHPVkmfJ1xFPi47/FqGT46yRuJCMio788ESQa1iZi1RXfLwRiqoyN6Y6CqyJMEf3U1ud9maSobviIrUyy73jtGO6mYiRGskBOzqiLk+d2i0OLjMyMlaz9TsPDaY4YQMMNAkecYLyRZZy0uTRnTlHS5pMgy7p2dYcqSfrulu7jAhCByUiNptFlRkGYZRk20BoW/89VKZvVaQA3IQZVpwZcNg4QeVpVInBNxFPaXlxz2e7LjY46B/+3P/lkO2y2vtEPqug5vLbdtS18UfOnP/3lm8zk//b3fY2gaytWKi/1eCL1dxze/9CXeefCA+S9+mf9Cru3NDXUIvDGbsR0GNt4zA9Jh4MEw8EkIBFUDWeTwS62lHwZR8CkvxSYJud6P0Uo+GsXF/B50AzfeT4ow7yS6IhlHur6fDAOD95gsk2IeQYh9RPqMkHZtEAmsU8QvKKRuVVI8r2uOy5L7WSbclONjXn78MY06yi4fPOD6xQvxMcoyus2Gn374IUkIFN4zf+MNCUE0hqAqws6J1XzTNPRNQ3s48Mn5OZ+qRQN6YFlrybKMuiio65pqPodhoPOSYVNZy6Zp5HMDmM2YnZzQ7Pfstlsqa6myTFLArZUEYu/J1EU4jTLlYZhcU2OScUQeCEHGKloAxQ7f6N4RDeKiL0rkzQXv6buOHFEplVUlexN8xrYgjKN4ROU5vuskLmEYZF/0njSiK+PIi91OAi2d+NfE8Z1DjDNT79lp05Troe60aMm1EPYhTEqbVBuwTIUJsVWKCqAoMogBiAXq06RNZNc0uMNBRn/6nXm9h5w2qa0i+rHJ64Pwpkb1CLJG1JZOG7tEv8skyyQXStEgkPFgpQWg77rJTya1VuToP+P1uS1W0gcPSLyw79Mso5zPyatKAp6ahhAC9XotPA9kDGHLkssQ6IeBwVpCUVDnOUkIQjrabqmahp12/oerK7YvX+KePye7uJAK1zk5wF/r2LPIBykKlicn0LbsXr2iGQaCEticHiRpkoh3xW5HmqbiWmstLbBUu3zGcfI0KZZLSW3WhY8x4hUTTZRU2uvSFFNVfOHePbCWl3/yJ5ycncHVFZ/+4AdsX73i5qOPZEOdzVi99RaLX/5l+vUaZjMJTNNCIclzGf84JzbSCnNaoIw+EhEFUWTCGjWXGwZxm9XF642oUNAArCizTOMCt/bO6CoE4a7ogZDqBm2SRNKkiwKqSrqQqiKZz8lmM9r9Xl6fFh7RWOr1cU/QrseMklNk9HBvvRdZZlkyf/BAUmBV1RS6jqFppKhRdCMaKk2eLV7Iq70Wzs6YCZGK8kKfJCyOjqjVV6I/Pxcjt3GcDJYSLyFhrm2hrgl1LfJCI9JXZjNCWU4b5zT/1T/RZdIBeZZh0lS8MUKgf/mStmmYn53x23/v71Hc3NAiPh/Ri+e4rrluGjpj+L/+5b/kO3/0R/yvf+2vkYfAq8OB1ntm3nMM/KWvfIXD+Tm3P8fc+U/Dtet76romDYF7dc1ut5vulVwPBLg7fFPtVDuNPQDuIhd0rh9RsIAgaV6VMqmilJE7FZCwQKscr14PpNj9D+Y1cjZqLOfcJO1Ps0yK8/ic1lKUJblaOYAQ0ttxxHQddV0zJAnN4UAxDMzzHLdacbvfyyE0jlxvNjx/+ZLjoqAqS97Q/YAso7bCxdtr03V7dcXtZsOnl5dcbTY0bStFlBYCRjv2UT+PRPdnVEk1cdz0fh111DIkiaS6IxwHNwwTejUeDhx070v0jwkyLn2drJylqTQ6wzApo16337dJMvE4oleJVUVSRCI6zTZL8pxiscCr5HhKztbnzq2lzzIpJCKKq4WTHQbJR0vTiXiapumU7+Piz3kReZg0JdPPZEzvnI9fvwfjmDuqj6KaxhgzkbIjsT9PRMGTgFj+j5JN1ez3tE1DpyN+r/tkeO2+ne45lCOjxRfhzlLf6xgx8oByI27wSZKQOQlWnNRriug4e2fPH7Lsbkz2M1yf22Jl+eCBGIbpyKZarZiv1xig2Ww4NA2uLAn65RMCB+/FqwIlPjoHmw2hbSmahubyUjoQzYdodaxQ7nYyQ81zFosFuTGCmABZmkqnNI6ErqN99owySajGkZcXF3jvKZOE5XIppN66Ji8K8rIkTVN2TSPclaLAK1m42+/xzlEjX5BXb41Oi5i5EdLVXqH9tKooz85EZqiW+MfA7Q9/yH/6F/+CsW2FiGwMZj4nHB2xePttkjfeIDk7g/v3Yb2WgzreRFlG5z1FCHcFSNxIYfJJiYmz3qsNtb9jq0cviCzL8Fkmj6GwMM7JYnBuUkiZYSDVbjMohEqek+Q5yWwmr0835LSuSet68nrJkmQyPJsgXmQ0Y0KQOf9rr807R7PZiISxqmTTUY8BHxdwRIjiAaUz2ggpT8oOdIFbi69r+qqi9UKkq+uadSTKbrf0h4N05oNED6CHkE3FMn1UaDZR06beOdKylBRcawXiDuJqGru+cRRDMGutOCIjyFVuDP3FBU8//pg33nkHLi/5/d/+bXaaKFwbQ5MkFONIt9txulrxvGn43//u3+X5s2ckec5GwzqXRcHjcWQ2jtyfzUiShJfvv/8LWt2/2MtmGbsQmDvHrCiom0aKdF1XeZritLtNFMWIeUJxw82j8gJV4KDjhiCqDKd8rCRJ6PSQ8V7M35J4SOgBFBVu3hiSvp++/yijNyD+HYBTa4DcGFo9uFNrqcqS+6ennK5WVLMZjfJEiqLg9P59nn30EfvDgcxa5lWFUyVTlmX0w8D5q1cS+loUzNdrju/dm7g0wzAwHA5sNxuubm643Wy4vr1lqw1Vrd2+UREBIAZowyDNRuz4QQ5k7xm6jrbrBK3pe/HuUO6ESxLp5MeRMUnoEE7EqKhGYoQbZFGfGaPRA1ZUNpl+zgVCD2jblt5aQSeTRPabREjHqRViaj8MEjIZrRqqCuccs/WavKqmQEqnBaLRsV/MDAtJIuNbY2SvC0E8fDRMcfSSa5ZZKyadCG8jR/eoRHyfMkUfomIpMcIHioTU1/ly0T/sM3YN8T6yEozrnGNoW7q25Xa7pWtbcSTWsWEUMpggDsBjLK69Fw4fr3m/6H0aJdexWQ9BkrRHHRsFVC0bC/TXUMA0TUV19P8nNVBaFOLOqVXwEAKHYSBNUzrAlOVkUBSDolKtZMM40my3cnje3BC2W8bbW+ztrZBPDwcZMaQpyyzj/ukpZZ4LGW63o7m5IQ2B9XpNPptxdXtLHgKNjlc+fvFCILsQqKtqkiLO12uSVEKwEqTQsdZSzWbkWUaWpvS3t2w2G5nZarWcFAUhlcCxZZ7TXl+LA2/X0QGzqprMwlI9jN//oz+S93J9LTbsRUH+5AmPf+3XyB89Irl/Hx48gJMTKVSKQrJJ+l6IuCGQ5jmvPvmEEukCeudIraVQlCcoqmPyXEZHQSTHibUTqTNK76x2LjcXF5Te0znH+q23GG9vcZuNzMN1hFQAnS56X5Zk87kQ8bJMupnFgqQoBF0axB3XjGov/hpXxSLk3ZiSOva9FAohSJZI24pjrIZaumHArsU9ZGyaz1iee3MXnx7VQJFAOwRxBO6MoTw6Ijs9pVTyH6N4RjTPnhHUmyKxYh4V4+BjmBzGkBYFaVGQVBW9tdSrFRwfC4qGRB0kuugjkS7ohmGjYuHlS8bdDrfbEZzj4dtvUz14QPf97zN8+CGLELhJUypjaPqeWZLw9nzO890OW5b883/4D7HA8WzGQccVZdfxVlWRe09/fc3t+TlvPXr033HF/7e7Zmdn7G9uyJxjUZac5jk/7DpOvKf2koGTRhhcXZajwioecGmSyAxeD6ioxrDWTiRMay1D3zPLMnHEHu88dmJxa4wRS4EQJufUVFHCTNGxKCII2kHHGAWbpoIMZBnrxYI3793jwXzOveNjem16srblZD7ndrXi1bNnwuvSke2o+1DvPVfbLeHFC7K65uzNN+H2ViIZRklebjRd2QNt30vgKpI9laViHpdnmdjZ6/jUKZppE8lYqvueeZKw0SLlsN1y2O3Y7XZsmoYqiHLRIAqbru/pdTw5eD+Rmr0epNF2P0lTUucmYm1ixbCsGkdKHR2NzuFUKJDpgT7ZRzhHp2F/w+GAd46sKKjbluAcK/WtcvZOijxogZAgRWii4yWnTYzjzlQtcl8sahAXXlP1WDuNquP4JiogA3djmoi8WcRhO5pNJtxxdKbfCUH4QW0L+p4O+z2H7ZbeOfokkdenRO40SSQCBibe1GR6qSOmiDwm2hBGVCU1d/wWrBUvGi3ujZXAzMkNV3/WxP3uZ7w+t8XKuN0Ks7nvJfegbRm7biJEJgpfDk1zN7Loe8J2y7DdMlxccHt1RabS4cpakrYVeNZavHMs12tOHz8Wy2bvCbe3fPzjH2OUGJvXNf04Us/nbG5uuNhuGfueB/fusb285OHZGaP3YqJVFCRpSu/cZE8/HA6y4eQ54zBw8cknrNdrVo8ekWgxNrQt/c0N87om9Z6b589ZHx2BojWkKa4o7gKyEvFkaLuO/vYWnyRcG8Py3j1+7W/+TcIbb5CenDAuFlwuFuLuOAwsypJCUaJxtxNTubblbDaD1Yr9ixfsFMmq25bcGDJdeH4YKGIyqrrPjprWHIaBsNsJ3yVNmT9+zOAc68eP4fiYZLsl+f73ufnJT8ispYzFzWyGm82YPX4M2mVuQ6A8PaVYr2X81TRweYnZbCSUL8+lw0kS8R/QDTaEAMNAc3WF3+2g73HW8vCNN4S93jRQFLSp+C0kSGdgm0YKKy8s93YYKIpCfAuM8HZGkA2zKLj36NEdSpWmsN8zPnvG9qOP8Le3kguDEPYwZuLVjKnYYpfrtciPs2xCyfLlEhSN6YZhej+R05KpVJUQ8Ofn7D/5RApU7zlsNlTLJckv/zIX3vMv/sE/4GHT0HvPqzSl1a59lecMt7fcQzbeoyzj1jnc7S3H6vvytdmMk/2e/+k3f5Pr83Ny4OL6mrf+ey/8/waXK0vS5ZImTalmM46MYX51xb4saexnc6T2mlYbQqDSzzn6DE1OxN5TVhV5nk8oYVXXhCBBn6MTu/7dfk+n1gmxU46PgRHrgoB0qFYP0sxaWeNWiJZeEYXBCo9mtVrx7jvv8EuPH/ONx4/Ji4LD4UCWZTSKDs7ynHfeegsbAteffCKonrWTqVuV5zTA1dUVPy4KlrMZwzvvUJ6cSDGm46+6KGjLknlZcrpacdk0EoiZZbIfpJINZIJwGgYjY7Wj2YxFXdM5x7yqeHV1xcf7PZ9eX3P+6hWbqyuGw4G8rgUVTRIyI2ohuo7SWm63W0EAkCJwrunVzrk7srl+F3mSkCcJlfeMTYPPsgldaI2hTRIhgyK+T+M44tpWMs+aBtM0dFkm58Rux9g0lMsl6WIxxV5EzowBkjynd44sCFcl8onyPGeGICiHvuegKDIgTY8VJai1wuWL6GiUhEdpcjuOE28qIhWZFtSxaLHGyN7dNLi2pdntZNTctgz7vdAKYIreSPS1x/F7ro3z2HXCA1KExWrTbdJUYmHSlJw7E81E96p45bJw8MbIqCkWLWkqbtwRlfk51u3ntljpmmbyVnEKuRudc8bqr+86SawdBoEG1e2wv7mBpqHuOsJux9A0hNmMCEw5aymLQhbhYkF17x48fw77Pc4YvvJLvyQ/WJak48h2s2HIc0xVcf/sjDQEZosFh74nzXNmyyXXNzcsl0sMUNc1fd+zWq2Em2Et15eXlEUh3U6a4tKUcj4Xb5PbW9rdjtB12L7ncHNDdXyM1/HB2LakwNB1UjhkGflsJhDjbEZ9dkb55S9TPH6Mu3ePcHRE8c47Qg4Mwg7v25ZKXQ2doiBJCLRdR6mqhfViIcqZphEdvX8tUNAKkTYu+kRHLtFszVlLVtfYoiDTJGdubuD6mttnz6TjVHjWWEu2WpE9ecKocO2hbclXK8rVCsqS8faW2/NzwtOnnOgIaIA7Y6W2FQ6NkygD17YsyhLGkd1uRz6b0URpb5YxAovVimS9xp+fY/uezIgPhbPCPclUuhoPjDgvHsaRsq7FZXOxEBLdbkd/fo578QK/22HH8S6FWYsEk6YyvjKGdLHAzmb4yEtRU7Hu9pZgjMgWrSWfzaiWS/GusKLUAuDVKzbvv09xdSWSxCyTYLmzM9L5nMo5jtdrngYhf99YS+M9OdJZ53VNcI5mGLhwYideAtum4Z35HNv3/PLbb/PJT37CvS98gabvqRaLX/g6/0VcRZqya1usMWLoaC1Hec6nec6VSsh7hepTHQURDwvtNsMgluOpjh4KtQbItQAFpviFoe8JIXCz37Pf7aaYiZjsvVE/psk/B4H7R7RrjwW3Ef6XDeLF9JWvfY2vvf02b5+dcXJ0xIP1mtE58jxnfzjQtC2HrqPf7RiMgaLAJ4nsJYoUtk0j44iypD8c2N7ccH5zw2q75WQ2Y0AJ8GnKvK5lJGoMW2MovRBa8zzHJAlFmjIrS+Z1zXw+p1IX3SyVNN5O1WqJChWev3xJczgwdN1EDo0duNERiQ+BMkk4Xiy42e9xwyAcnKaZVIO9jvf98mkkAAAgAElEQVRtkpCrad08TSnbVjw/hkFM+ZzDty17NIIC2SfcMJC0LYlz5DpCCsMglg7ec0gS3DBQ9r04fte1qKUSkaNPYw4dzyZGvV0UlYhFyCaitYqWTDlmirB6LxzMKVVZUVw/DFPKehZ5YsMw7Y1VKuaQdB3jfs+w29Ftt8Jha1sZbWlRNL7Go4roSHwei3gDOYS8Hz2ivDESdKmFjVXPsWDMlEkUfVeMjjZjiGc0TLQhCPqi93RUFP0s1+e2WAmbjRQZ4yj2+n0/meZ0fU/qxEQtdkF93xM2G9zLl5TGMFxfY7uOdVVRrNfyu2kqUt8so6gq5sfHhKaBqytefPwx3dUVp2dnbPZ78rrGxplr2+LznK/81b/KB9/+Nn3X0ScJj4+PuX71irLv5ebve/Fq8J5ZUZBYS7ff0wyD3HSz2cRez4tCDqxEbL9T78Vsqa7pEvFoSYuCIpXsDr/bcbvZkFcVibVcbDbkXcfx0RFdXbN6+BBWK9J79/B5ztWzZxx/6Usye7+9FZSk7+mMoa5rQS6ShINz7C8uOLl3T/giSQJFwe7lSzrvqTSfo9/v5Xe6Tkis/i4zhyBmenYcp/EQL1/S7Xbsnj/H7nZ38etZJuGJx8dQ15g0lTTbNKVcLqc4ddCxTSJeO0EJdG5UT5PXeERutwMlUe6urzm0LXVRTId9Zi0+k1ypmD9i+h53OAhcm4oJXUSSMHeut6MXpdMAFDreShBlyXBzQ7i5EXQm3OUF+dc2C28MZVmK30pZyrxbu8MoFeytJS1LZsfHMvrSjc2PoxC7jZHC7XBgPBzohoEGePj1r8NiwcUf/AGnX/oSN0+f0iUJbZbRpimbpqEGinFkrxJxk6bM8pzZOPLlJ0+4ubjA7XacnJ3xxqNHvHz2jEf379MBTdv+D1j5//VXGgI5GouQZWR5zsnhwMV2SzGOeCWwR2OxKGe31goqqgTKMs9lbKmmcSky2q1mMzmoMkkKHrKMoevo8pzy6EgQX++pigJCoKzrKYzycDjIPWUMXSSgjqNIXY2hsJa8LPnSF77Ab33rW7zzxS+yqGvhL+n6zYpCDAO9ZzcMDPs9zlr2Xrx5OlXapVbyxUagAMrZDD8MXG23XF1fUy8Wss9lEt+Qp6kU0CFgrq/FDE7/DWs5Wq04Wa04Pj7mdLGgns0olZtngVKf1zhH27Z84f59fvC979Er3+P1DC5Sye3KRjGSPFJkqQtCdD7ovRedw/u2pVReoNF9aa7cpKxtZRz1Gl9mHEfhbAwD7W5HMgzMEf+rOHbzfc+w3dJYKxwf5whtS1nXpMuleKGkqdg+ZJJmPjrH4BxjKm6wSdeJ0nEY6BIxjMQLzzKGsqKITBy1ROfaOI6JikprVIGYpnfSeSeBmknf43c7us2GbrvFb7eTJUOq96/XfSyOZpyOk2zQJPsQxKcq8mb09UUafVQ0mYiW6L8N4zghQd7fhTpGL5vR39lReGun0enPvG5/rtX+p+DafPghaZJwcnQk83+d33mgBsbDQbprY4SI6xx509A1De1uhzkcmGeZSHnrmvX9+5SrFTfjyHqxoFqvRV613/Pyu99ldXRE8eQJw80N/nAggBCv2pZut8PN53z/T/6EYb3mg/Nz/txv/Aa3P/oR1XpNuL1lvVxKzLrO+XLl23g1keuAg3ZMaZ7jbm6EIKX/Zr2w53vnoCioj44EFdCNzfY9tXqQWGMYqopZJvHwIct48IUvwHotTH3vOT474/L8nPViwaBoTOscqXJzrLUkRcHMe/xmw+35Ocv1GqN8lWEcZcyjkChBItl938vMXVn0MW05a1vG83MOt7cM3rMuCpqXL0n2e0GAFBbtnWPsOmrtCgYtvuYnJ9iyFOQlBJKq4vTsTMZ+z57J7Lnr6IaBwnuSthWydNdRaxbO5W7H/OSE+2++yaCd3dHjxwwgB4y13J6fk+/3BB1l4YXJbtJ0MgiL7pGRQOa9p2kaIT4XxeThYvZ7clVIRdKv1y49GFH52KqSzJ+6ludJVKbtJZk0CQFTVSJvD3fOudZarHNsf/xj+s2GtG3Z7/di8X7/PvfefReePMH98Ie4b3+bV7/3e/TPnnF7OAg8myQcEBSqdY4ZYmTGMDADjhDb/Q/VvfQbv/IrmL7nzTfe4I///b/nz/2FvyDJzp/Dy4aAVVfSrmmEPG8tJ9ay3+95VZbsUb8Te2e4FsnnkZTYOUc+jgxWlBBdkkDXsahr4TiMYmQ2hsCm72m7Tvx/8pxcpcUhhIkvUBcFw3pN23W4ELjebOj7nkSJnk3fU2cZ905O+PKjR7xx7x5vnJ2RzWYcmobt1ZUgo4g4YO8cN5oDFBCy6d45+r4XZ926Fm6TFjk2TXHKT7m9vWV+dcWDqmK2XAqPzTlJXW8a2mHAOUeRpuRJQlaWLOqa06Mj7h8dMZ/NmKvBZSRlJuNI7Ryjc5yu17TO8e677/LDH/+Yw3YrahQducWGZAx3YaKrosAZw6braNUpnBCEgA6SS5ZlVIpaAGTRmwohKWeJODD3ui4zY5jlEkAZCbJ5muJg+pmuaUR9NY74qqJvGkoNwrSZpNRbK3yVqDQMzjEeDpKXMwyiJFV16GSh8J/dlwHh6oxWQiOj2smYO9M9gxQfKAKdgoy7t1ucUhzivgUiH06TZCLgtjpyDtldLlo07/Sx6NDCMZrYYe5It9EuP/r/+CCKoSEWH+HOUdm89ncId4HCo/ILf9brc1us3H/4kK/9jb/Bf/xH/4g0iNpjk6bUwGmScH15KSQ5a9lst/T7Pe12y7DfsypL1llGu9vx8N498vkcP59THB/LPFAP9OHigv2LFxzP5zK6SFO6zYZCbfu3t7ccNht812EWC9579Yq//Lf/Nt/4M38G9/HHXDcN5cuXMqrSscJcQ//63U4q8cOBxntMVYnJWZZJKrLCzM3FBXY2oyhLdpsNHoSpr/PDoMQyEjFkypdLCIGjx4/xH33EABw9esT/096Z/Fp2Xef9d/rudq9/1bDIoiiSCiPaVKK4iRPEQAaxAtvwwKMEiIeeeZB/ItNMMgyQUeJMgiABHEFBZNlCgNiS4FAURRarWMXqXv9uc/pmn5PB2ueWMpRjOI/w/kYEgWrerXv2WftbX0MYkqYpk6MjPE0b7k4motDWe9gxMdeybdquw9I1AvP5nK5tWa3X2HkObSvMjyUZN712StFKUuIYgmT3vcT+d5KjMjQNfZrSVBXXXYffNMSOI0mIwyC5Fp5Ha1kUmw3OYiHruSiSgj9eJYXiONKno8V+o11wqGvJAMhzwqrCXq/JTk548eAB4f4+zuEhm/WazrY52tmR38u2CV0XViva58+pr67w0hR7fLHDdgVgWZJpYo8MCXpPO9K6jgNVRbda0ZUllj7UbV83HlviOCEMUZ4Ho8spjumVkpcisktvhgFvNmN2eLi1VtJ1qPUa0pR+vWayXlPWNefLJU4QsLh/H//+fYYgoHr5Eu/xY5wf/IA6z/nHb71F9pOfcG1ZpPowq22bOgjI9M1uWtdMgDc9j+H8nHnf889/7/c4e/aMozt3+OhHP+Ldd94hyzKxVn8J0ZWliGGjCGuQnKQmyziMY9I05SurFX8eRaITGB0o+rAee6oGS7QDneNQNA3KsvCVAs8j3WxIZjPqruMiTVFAXlWSTaS1QoEtQvROU/CezheZTCa0nYSUeb7ParOhb1t812WaJHz11i3u3LrFIo6ZTib4QSAvM/3iaZWiUIpcKdK25boopHRQu4kazUg42qXjaU2SFQQEOquqyDLOrq+JJhN2j45YRJGwCLYtt2hLhNndIIFqyvcJ9ZpobzJhFsdEs5kEp+nnZlx/uEFAGIZMk4RbSvHBO+8QeR4PnzyhyXNp9x0GSUMdb/h6DeVpcWwUx5ysVltmb9BrrMGWAlWlw+yqpqFtmm2bs4VYeSOtadvqxjSrXuv3SOA4klukGQKlJEsKELalKKCuhU12HBzPo9MMcN330sum9UKtZn26qqKpKskq8X05R1x3uzK0kXiNUdA/aqHGFWSnz+cxvn5M93bblrYsqa+vabJM3kWDiO0TvVr0bcm/ahwH33WptSC600aE0ZLdK4nKB2EfGXSatv6zRhZmFPyOTJgzfg+GV04lSzM1YyFHY73SyTiwHSZ/Hnxph5VbjsODP/xDFnFM2LY8fvGCb/7Gb9BkGd5mw3/5wz/kV77yFbqylIPCtlFNQ9j3uEXB86sr4umUcLHAnkzoJhO4fZvYceDFC9Lnz2nSVJI/tc8dzxMaFnnoiyzj6uyMWRRxWZa8/Uu/xPEHH1DGMdGbb3KWpvyt2YzziwuSMMRuGi6fPkVZFkEUMQziILp95w69XkvQtqTrNXZV4QwDMz0UqOVShLWuSwPCqsQx9XqN37ZiB9Nfrt5xiHZ28LqOYTolOT7GeuMNKr1nrvKc1rYJfZ9QryNU34uoF7ZrBsu2KbSt07UsdmYzBs+j17bHLWPV97R5jleWkpI77k+rSnbAcUx7cUFVlgxty9RxhELXN54GSdmtbBsrCAhnM1QYYjkOcZJgR5GUjnkeTd+j8lwE0VlGfXqKk6ZYaUrYNNh5jlPX9KenfPL971NfXXE4m/H60RHWZCK36MmEVZrSnZ4y3dmhDUOu0xT/8WOsLMO2LKkbyDKSw0MazxPRo77h2YOo7Qc95G1XBX0v3UurFcXJCc6Y2eA40leibxeO60IYEsznkmIbRdsisrFCvm1bmEyIDg7kC59lFKen5E+eUK/XREFAWpa8dv8+8f4+b7zxBl2aQp5jP3woZYWffCLi5e9+l5Oq4moY+ODePX74ySccA3uOw6lSfFGWXMQxrlIcA3eARRCQZRnfeP11lp98QjCIwHl3OqUqCpy+34Y/fdmwuroi9Dym0ylp02AHAWWSMG9bXp/PsfKcT4eBchhEQK9dLoO+rHj6dpnrTA9br/d838cNAtIowrm+xg7DbbbPIgxlMNB7/Nj3ieNYnGC2uEx8veoJ9dphMZmIDbRpsDyPo/mc9197jaN79zjfbGT9OwzUaUpRVeRKsSwKrsuSkzznrK5Jy5KhrqmrarueHSwLJwyl6HA65fr8nDhJmC4WHCUJn3/2Gdfn5+KKShKCKGJ/f397s24RB4kbRbRdR1UURHFMpDvN4ulUXDe6EmRkVztt+w/1+su1bd69e5eJ63JrZ4eTiwsuTk+3BX1V25Ir6a/xgMTziLTO6607dzhdraiqantJiIaBtutwwlBYLv0CbfQq19G2/kizannbyqUnCGgGiYnvHcmwcYIA1TSSi6I1R9i2sChAl6aott0y3b3niQOr7yl66cnpmkbOIoQ1cR1JyeVnNC6OPucsPbxutTv6O6YGCbsbhwdXXw7tYaDXwZpOnuNtNnR5vk3K9vS55GvDwDAMKM1c9frPCvSA1yslbNOghdGdTkj+GX2dY73qeRtdRGPuy+jw6cZhpxfn1hhGp5DuI0t/Dr7j0Gtr/8+DL+2wsus4zKZTLpdLFpMJv/D++7x4+pQ7b74puog85/LBA0J9cy+Vkg9JKYLZjLe/8hXc2QxnZ4fatiksiznQDAPhMHD6/Dl3Dw5ERHhwQFrX2HmO0isTy7Z5/vIlezs7TJOEPI6ZRhFPv/c9Dt56i+WzZ9ydTMhOThjalovLS+JBnCdeGBLoPbO7uwtJQrbZMJnNsG2beDaTwUI/7MurKxHy1TVFXbN76xaNJxHpk+lU2keHQWK9HYfO81gcHPD4Jz8hHAbmmiXa/4VfwHrtNfoXL4iTRILGkIeoqmtCR3JEWiXJs75W0Y/++PGgdYMApZ1MWNY224Vh2OavjLHYDIOwAFmGo/Uhvta5DL5P2/eoJKEYBrwgYHH7NsQxbVkSTSaiX4HtDcQaBkLfx9HDUKt7Rfxe7IN9XeN3HY8+/ph+teK1gwOmYcjZ6anEqYchm7oWUWDfc/70KdbuLs7+PllVESpF5LqkaUq1XjPZ3cXSzgPbkebivuvEOmlZYoPUtwgsC4oCNCVrKbXNLegcR0Te+rBwo0g0ODrczx5vVK00c6/qmsnt20Ln1jX5F19w9uGHHHkeg1KsXZc3f/3X6V2X0+trjvf2cPue4ulTysePqZ4+ZV6W5M+e8Xy95uFmQ4WU1e0GAQ+ahlYpEs9jYVk8Kgp2bJvf/xf/gsX1NY+/9z1++zd/k5Nnz+ibhqP9ffKiwJ/NKDvpA7n1JbUut77PBCjynGg6Jb26wkkSyrMzjsOQ2nV5rWn4zPe3mTudUsJ6Wha1Xuda+v+3+vOo+h5fs6hBGGKXJclkQqOkQC6wJOQwGDUgvi9dQVo7MGi2znYcYd26jsFxJJDPlhh/T2sEXEdacquylNVN23KZ56zKkmVRkLYtpc4tcVxXSg/14GwlCUGS4OkOn1yHD8Y6R6rte9qmob68ZLJYsLe3x/7enlhT9Y14kSQSZ2BZrMsSy/OIxmA6/TOM65xBCy8ZnTK2iNXDIGAxn0s5KTLAJZ7H8osvtlqHTinKXqoKbEcKEx3Lwus6DuZzTi8upPJEr02rPGdp2yymU3FsdR1p30sSK7I+HZDsJ9+WuH7XFQt463nEILH4TbPVYXSDWMZHXZGrFB5a36KUuIiaRi4wmp2x65oiy/C0PsV23e2vxxab7+C60pmjmY1t27H9f3dOuZYlzepIq7fSzI07DARVRVBVTG1JaN8otR0Kbdd95SBCWCWl/01sZEU02qYbAMchQoYQtHB41Kls60r0ENPrfwdbyy+cvt+yL92oWdSDqj3oFvFxha01fD8vvrTDyvknn3D49tscz2bUWcZmuWT37l1Qiif//b/TnJxw2jS8cf8+l1dXvPbWW+JwsURAOt3ZoY4iWs9j8H1Jip1MCFYrnj94wFfffpu+KCAIaJQimc1oLi+3QU1nJyc4lsV8NsOyLCa2zfJ//294/Jj9zz+nfPkS//oa8pyhbTnc3aW+uiKIIvxR14DkwWR6JVSXJZF+OSeLhVhju45gsSBIEpwowq9r7CAg1LtNug40DTk7OmLQ+2N7scBOEg7395lpFqK4viaKY7nFh6EIoEBuBk0joWqexOKrtgXfJw5DUcujVdz6RjQMg4iWLUvYA7RgkVcOBrcXF062XhNUlfzeQUCvRWlNGGKHIe7BAdPFQjIJmkZe7Pv79Eki3RpokZjWFowprk4cS0ZAWeK3LVQV1mbD5ZMnrB894iCOWQQBdVlKwVmW8fmPfsRibw/H84gnE4q6Jtrd5fDuXemGur6mOztDpSnTMJR0xmFA1VKcaWtNz5hqO6BzDvpXAW9X5+fbz2t8Aam+J9Q/i+W6BNr9g963D123za1QXUe8v094eCjD4GbDxeefs4+UDA5JwuH779MlCY7nsZckkrhbVaw++4zo0SPSTz7hkw8/5M7xMU82G1aO5F88ODvjH/zqr/JH//N/Uvg+cdsytSzesyxuzWZ8fX+ff/Pv/h3/6g/+gKcffkiV5zx/8YLjX/5lIt15tbNYkFYV1xcXHP51PvR/RVDAVVEQ9T19lpHoBvdKKXrH4XaScLeuOXMcruNY9FlNg68DHdM0FX2C1mEM+iY59D31z4j6vTAUq7xel4aehxsEYtHXbFo7UuNdR6s1S84w4GumLnAcat/Hcl3iJKHtOvKmIeGVeL2qa6quY1PXXNQ1V01Dpt0i41njD2Kj7m1xlPmLheQ3LZf4OmjNtm0i2+bt997jox/8ALqOs6sr7lxf09U1oWaCXNvmeHeXyHG2IW6e6xLoeIaRgRyTXy19jo29M2Nyc+B5JL7PMJttXZEWkJ6ebh1CnT5nOt+X7qFOOpcs28YZBnYWC1b6EtlVlSRiFwVtkjAJAmrNpA+aLbZdKQls9VDRWxahJxUBneti1bWI8y2LQDMnlpJo+tayKPW/ka2kNsTS2jy374n0i9u2JMxS6T4cpT8L27YJXHerKxq/Nwq2vWi9bW9FxmNGja+ZF09fjuqmoa0qyrYVpnkYmDkOSRQR9T3LtqXoOmJXQi5tdB2BUvLnahbX7sUaP4BEHyiFq9TWyUnfbzuxLGSIsxyJ3Rizp2z9c4x5Wha6FqDXlnzAatttdYrlSMbN36gEW9+y6NdrqjzH930OdndpTk9Rp6dcfvQRe0FAVZasioL54aGEa2nL4OzgABWGBLu7nJclhzs7WAcHDMsl1x9+yKRtIcuENhsGaBrWL1+yM5sR5DnLly8prq954949svVa4pBdl7uTCU2WMXz6KfZqRZHnkio6nVKkKXGS0DSN7O88b7tqsZHyQdf3ZZrVoWzLiwtpu9U3cNW2uJ5H8fAh8d6ehKiNrMTxsaRgAkNVSZaH64rD5/KS+P59XMtitVrhTaeyFlOKQrMJgV7LjMKsTikZ1vQXtu97yjxnKApCzxN6s6rkANAqeAeo8pxQKWFVqgpHi1wHLURzNGXYBgHDwQHh0RH2rVvb8j11fo6fJNhxDFFEwyudypgySqvTX7sOryjo8xy7rhkuLnj5F3/B9YMHTKuK0HXZnJ0xWBbZakX5/Lmsm5oG1fdEr71GMJ2yf/s2VRwzvXMHJ4o4/elPKdOU4zt3xLUDW7U+SmHpA2w8ANF/P7RIz9KrKFtJ1LbTS+fLeCPxfF+6e/Sg1+thx4pjNlWFH8fEh4d0SuHaNuXVFTEQxTHrvifWYultm6lmdqyigOWS5vSU6TBQbTac1DWx/txzrQH4Hz/8ISXwoml43XE4cByO+p53ZjM+/+M/5ne++U1ePHwoNLZSfPDee/R1Tby3R9G2lOs1YRCQJMlf70P/VwjL0RUJvTgpnDimaVtKy2LiedwuCq7znDQMpTRPv5yIItabDUPb4mr2wHGcbWN4XVW0+tmObZtK23WHMCR1XSaOQzC+yLUgXcWx9GSNK0K9aiy6jkwziIvJRM6pJNkOQ6623HdAUdfbl2nt+/RRROhKM7FTlvTarp2VpQgzg4BoNmNT1wyXl+JM6UU0+dXXX+fxkydUV1ek19ecXVywur7mOAzxbJt5HBOBrMx1urLjuky1tsXWWrpR19C17avka3T538hCBIHY6icTrF6cOpMk2V7ger3KqVuJ27dte5sr4rUtgW2zE8ds8pymqkRgG4b4On8lAIY8J3el52h0wriO7nXqum1CbKjLEykKakuH9tm25MyoVzH5liOOocoSY0PPq5d05HnbNbGj1yJ2L+m1Y/0Co4MIuaQopUPUNGMyDiwOoofzdPCf4/uSc2VZuJ7Huiyp+p6WV/1VYRCw8DxUmgoLo9mQbhhom2brgLNcd7vGtZQSVkgzIs44qChpHnf0z9fp70ev/3sMjBvLGG3969QwbC+ZY5lhq/Ns0Gyz+zeJWXn29Ckv//RPiT2P/OyMxLK4d3DAcrUiL0s2WUYBFJeXvDWdUlQVd+7fZ7a7Kw+QbaN8n6PXXpOE0cePuVqt6LKMw91dlq6LM5kwm07JT07o6prOtjk9O+OLR4+4d/s2addRui7xdEoQx3hhyFBVbIoCy/OYzOfUaSruI6ANAnJgurdH0feSQaBXSnYUSTgZUBUFAM5shqdvclZZUrctu/M5y9WKl198QTybcfvdd/F1y7LSgqwhz9m9umLVdTx/9ozw3XcZ9vbw3n2XaRTh+T5D25KNXUWuix2G22TFtq5l7zk6g0a9Ttfh1TVDmmI3DaFWuFt6eBjqmqTvGfIctdlQbjaUWSYvtelUmAvbxokiyVG5c0dySS4uWK9W4PuEe3vYuonW6nvcRkrd8KTtWg0D9nKJqxTVkyd0Dx5QP3qEpxTtcklzdYXbSqnj0hZL8mWWkelgtb6qaJZLbt27x9HxMTtvvcXFfE58fMx0OuXJt7/NvO95/fXX2RQFy8tLgv19CW8bBqgq0TIBwWKxvSGE2i7aZxlOlmE10i81pku6+jsXxDG+tkiPCb+Wdguts4xofx8vScD3cR88QDUN9mefMfU8rn2fo7//9yGOKbsO62fyLbBtPvyzP+P+MHB+dcUP/uzPaIaBqqrwfZ/DyYQ3dnd5eHLCR3mOcl0Ou47Xj4/5h++9R7xcsghDfunXfo3/+G//LaFlcWt3l9h1KauKvCyxr66Y6+C6Cjlo9/+an/u/CmzynGkUkbctoW3Tbzbs7u7SxjFFVeHZNndcF6+qYL3mw8UCpYd1RzvzmrYlDEOxAdvi8LF0VP7QSYCfahrmsxktkGpnSK8USRxLyadl0fQ9oc6HUo20IJdty/X1tQxPTYPnOPzq177G2/v7JIeHXJye4kURvmZ9LMvCDwJhOpSU4s2jiDgImCjFkGVkyyU2sH72jHg65fDWLZLJRFqUnz1jmaaScq1ZnF/5e3+P7//pn9JlGS+eP+f5/j6R67Kzvw9JgpUk+I6zFQI7rovj+7j6grTNEtEvtS27om/ttvUqfp04ljC8Xlx1vi+Nxq0lnTOjCLRoGhql5AWtYxs8IHFd4vmcZ6vVNtben06Z9hL34C4WrDYb0jQV+67nbUX/tiUpxWOkgGPbWElCn2UMQYBbFNIKrS9kpVL0kwmO51F3HZ1SVPqMmvo+gdZpBHp1U9a1MGuOs00+HtNmt+GVXSfOR82QWZYE14W9JCoPYSi9YF1HpFdlieeR6GFzmeesHYcgSZhFEQv9+V4ul5SNLsp0nC2TRC+27EFrXCzN/HZdty1dtCwpsnTHvycyZHZAhbCTjf75xwF7O378jNZlm2CuWbN+ZFm6v0GtyzQNx0nCo0ePmOouncuXL/GSRFTinUQc+22LV5b87fv3GZIEK4pQdU04naJ8n+b6mvLqitl8zl6S0HkedlURhSHhdEq1WhE2DXVVUSrF888/Z3c2I9SCLU9Pyp7nka5WRGHIPAypdahQDGTrNdPplDiO2dnboxoGuQW0LSrL8MMQlaY4nkeWZYS+L6rtVpImw7qmzDIROAUBt/b2qKZT4v19CEO6vqdKU2LACUMGPWzYkwmHx8fsfjV8OdgAABCGSURBVO1rWEdHVIMo4QFKpZhOp/JldF2hsBEK04siUbLraHiiiCZNxc0SBHID0i9j15KitaYoxI7dddhJwvrqit51Se7cwQtDieHWjIqaTqXLSCmqZ8+wl0tCy6Kfz2Xg08JVdFbJGFiVFwWLyUTyWs7OCC4v2Tx4QPf4Mcr36dKU7uqK/OyM+XxOWlW8PDtDRRGpPkCVLXUBt995B3syodJahP0336T43vcoHz1islrx4tNPWTYNzu3b7Lku4WIhe9deup7i6ZTW8+S2NYga3mlb6jyn0+uyMQVydBzQtnRlifI8kvGmqSQ63VGKWRTha1bt2Xe/S/DoES5gxzH9rVtUx8d08zkuECGHhaMZKdIUJ0356LvfZfmjH+EB4e4uv/mtb7G4e5fz01P+w7e/zdM8JwLe6jq+8dZbfOu3fguVZTw/OeHvfP3rfPHnf86tvT3eODiAtmX/9m3OXr6U8j/HoVwuiXRBqPpLiORuAoa+py0K2jAk7HvyumahBbSFUkRtK8NhUfA1pTiva86ThKrr8G0Rw1qOQ9M0+EEgL1jHoR0ZBc36qWEgLQpJtnUkG8nOc0o9QDpBIE6P0T3Si9soq2s2Ou12sG1ZU9g2dtsSOA6dtj6XWYYfx6LLiyIuqkqa5pOEeRgSeB5R31NFkbwkLIvA91lMJsyiiL3dXaw8Z5okPDo5kZ/L88R+HwS89dWv8uCTT6iLgrOLCxaTCYHvE0YRgyPuw7H6wff9bfT/uBJV+sVra7GrhYiFRxutGoatFdbW7KKNTln1PKazGU7fc6Kj/8e10Lpp5LnQbEKHOGQW0ylFXUtqdtNs1y6TMJSLF6DaVjKTdDyAg7iNBtcVDR2SV9NqtmOMYGi09iRGHDjjOqNRikaLcHstxo60HibR7GmjP/tOKezx7+5KFMI4pPVKwutqfXFxLXEqdYOEwpWakXb12mgUvYaWxdSV0MzCcaj0/09sm9yyKOtaRMCakepBCjEtSUy2Hcm3GtpWymv17z0KZ219ge0tyQZCD8Sj86cDCn22js8WSm2NGqPl2tGf05gfY/1NGlaqPGe9XPKL3/gGV198wcWLF1zmuYgMlaIG3DBk/+CA1959V4KH9D9+5XnsHh+jXrxgeXEhYiLLYvGtb3H5ne8w3dtjaFuuT04Y6hq/LBmahsePHvH1997j8uJCDi7tnnFclzbPcbpOHDh1jdP3IqwEvONjbB1wNiglXTtNQ7PZEIahRDy7LmVd0yuFFwQMw0Cgb2Cb9ZpJEAiN1ve0lkV89+5W/xDu7hKGIdVIleobzLC7y+LrXyfd3SW4c0fEwno3GQeBPJB6DYWSHo1eC6vG1Emlbbc2EGmx4RjV7SvJE+ibRirOmwar61ienGAPA9F8TrSzI26AtqUPAuzJhN6XenU7y7CyTA4D2Ga7jKu3zePHuGlKGYY0nifW5jSlfPyY4Pqa8rPPqD//nHCz4bqqKPOctq45vHuXpy9fkgKF65I3DS0QWxb7kwnTJCE7PSXc2cFuW46DAD75BO/TTykfPuRitWK1XpN7Hu987WtM53MpGAQ2l5dUVSVZOONhOwwMWi/DuDobhu2Q0rXtNmZ6tPMNdb3tzqj7Hns2w9/bgyDg5ccfU15esmdZ9GHIKgy5+/777N66Rd+2FM+fE08m+Pv78lnVNZyecvbxx6xfvOB3/tk/4+nDh9z7ylf46OOP+ff/+T9zUtdcNA33d3b4hXffpX/0iL/7i7/Ix3/yJ3zjgw8oi4KXL16QFgXTJOHBT37CW6+/zqcffcTh3h6h7zObTEiLAtd1t6r/LyN+/1d+hX/9J39C5DhkSuHoDhVLf79zIHEciZ0vCr4xnfI9JXkqqu+Z+z6qrmmaBg9Zz/VKWrxH7cqA0OulTlGdhCG961LXNSvNcix2dgg8KRJs25aiqqSUUus3Gn1DDl2XTZpyGUWoy0usumZIkq1LJNDnxdyy2B0GwjBk4fvEroutFKthIA1DGttmliTsz2bc3tlhFobYu7s8nc1oy5Lz83McW4TkSRRh+T7RfE6z2XB6cSGr4mHg+PZt5nt7uJ708jieJy97EHs9OuyMV7HxlvxPud3rl924Fh3LGl19PmJJUGKi60DcOObxxYVoDvXLsOh73F6Et+MqbncyodcDX6dXsrZS+K7Ynnu9ohgZaFfrNapOYuqdvsfzfRqlGGxxvYxdQLZed48VCHEUCfMzDGT6Itvrl7anU3QXQUBQFFSWOKiiKBLtC9L/1Oszc1uUCQz6/Bh7n2zXlc9LKcqu2xbqjrUEOA6RbdMAZdex1Ct3Vym5VNkiih60ywm9SncsS4YurWOx+55wELeRsm0aW6oMhmEQRmwcdJD8GfRw6VkWpWYIByWp54NS25ycsfRwaKTjygY8/Q75efGlHVbstuVwb4/riwvWdU1l2zRRJEFHVYXvutx/911eu30bP4pgNqO2bbwwZHd/n2q14uT0lL35HM+yqPqe6+9/n3yzYVrXXKzXRJMJe7u7fPHhhzx+9IiDw0OyLJNhAn1IWRaLxYJlmlIrxSbPmU8mpFdXwpjYorbOigIrDKEoJJWx67BbiVEOFwtwHLltB4HoN5pGaunLkng6lQm4kah9FguatsXf3xdbte9j+b7s1IeBviw5OT/n4P59mE5ljbG/L9ZL/ZJ0+x7XFjX8yA5YmgLs+p66KMRy23VyC3Ecys1GStmurkgsaT4dM2FQ0iGi2paJ1kjYtriyLEcKuhxHbNKDUpCmUJZ4bcvgOFKOaNv0z5+LNTDPmXUd5ekp/nxOPJ+LNbfv8a+vsS8uCDcb5q00NW/Kkny9RilF07akSrF2HDLt1NiNY3bjmHtHR0SOw3Q2o7q4IFuvieuaTZqy2zR84/59lqsVUV3TRBH2YkFliVMjzzIiJZkL6+fPmR4ciItHH37UtbTmZhme50n+wKDj2n0fK44J5nP8xUKEupaFsiwRVnqSmoxSWEXB0DQQRWwch91vfhNu3YKu4+I734HLS4ooIrh9m2FnB2+zofjxj/ng3j0eHR3x7f/6Xzm/vib88Y+5SFMy4P69e/zL3/kdvvNHf8Tr9+7x45/+lI8//piPHj9m7+CAYLGQG2scky6XvPPOOzx9+JDVasXR3p7EoiO3rd51CaJIDvIvIQ6qiq/fucNHL19i1TWeHjyDMMSJIuy6pqkq5p7HxvfZv7rinywW/KfpFK/vUZrK73rpG/O1q2KsqRip77G0sOt7cr0GsByHtKqw0xTXdUmmU6qmYZ1lFGUpWR165TAGgqm+5yrLcG2bddMQ+T7+wYEMB31PHMfS8YTkWXiuy04U4QYBbZ4T6fXMGPDlWZZE2C8W2MNAslhgBwF5lnFyfo5yHBbafpzEMauyZL1a8dISgWeUJPJrXHcbr26pV0GQwNYRpPQLcXTTdJ0EHY4t6OMQMzIsSn+W09mMJEnYmc+5fe8eRxcXfPrkCWmaCgPV91RKXFE+SCSF63KwWLDJc8oxmt8Sl03iSUS8o5/XwZagR0ezIq1lEQ7D1vXV2fZWGG/rvy+amQrjmMj3ifQLO9UxFsMwiEHCEkFq7Hl4uii1V7qFWOfiqKrCR2L/g64T5kuvkHoleT2DUnhhKMnBvo/SOiZfKcJBSmN7wPU8pggj1ds2xTBIZIRtM/d9ubzbNkwmhCNLpNfs9iA5Qwqp3XA1W+UPA4Thdm03DAOtZgHHSH5bC3+nXUdjWdQgtSBaR6N6MVrYyNDS60G2QWdT/Zz4cp42wE9/+EOqpuHg8FCcNEpx/733mM3nnK1W3H7zTeLZjDgMmU4mVG2LpZMlT168INtsiKKI2dER6fk5lmWxXq9Z7O/z/PFjnCAgHway01Men52RHB1x66tflfyLvuf04oLC83B9n6vLS2y90459H7tt2dQ1ezs7qK4j2d+nLAqsICBrGtEodNLs2dk2yyxjcXiIsm3iyUQeAL1rvCwKjpKE1fU1ZVnixDE7sxmXdc2uLUVY8ySh2myk42e95tMf/IDbiwXxzg7erVv4+/t0mg60gkB0LV0n4rz+lWp77CZp2lYsalpg1jTSVuy4LulmI30nekjpqkrEtG2LP+5gXZdtfbgW/fqamejqeivm68tSDi/XJfQ82stLTi4vicOQW4sFKsskw2Fvb7tnzdZryuWSaV1TFgWfnZ7SXV3hBAGpbZM1DU1RUAUBm7YVxsZ1GcKQg7t3wba5zjIyIGtbdg4OSF+84OmTJ1y7Lsd7eyy7jvm9e0xmM/rplFLfdFXT8NnpKYu9PRbHxzRhKO3cw0DZ6SKztqVGDipl29TaMWXZNtM4xotjEcQhNsTBcZjt78NkAmVJdn5Ov15jty3nVUX89tvE+/ucPnjAvGlwz86IbMl7KDcb+ixj9fQph23L9XLJhz/5CaHvExwdcb7Z8MYHH3BrZ4fN1RV//u1v8+Kzz/inv/u7/PF/+2+cfPwxX33/fd77tV/jo+9+l96yOLm8ZLZY0MYxpe/zxnvvER8fszw7Y6Zve3Uv4tF+GLjz/+Xp/3+DWq/57ddf50dffCEvrrqm0SvXahjwhoHM8wiBeRDwZLnk9tUV/2h/n/+llOz9QViyTifCBoEMciAvK02hj9Hjo/0dwG0aNnkuNmi9grhMU3nBKkVjWdvnzdNs8LqqsPqeqml48949EWki4u1Ov9RmwyAaHFvqOjzbpvB9Nr3ECYyr5ybP6coSTykWiwV3XnuNvcND2qdPydOUZRTJJSUM8YBpHJNlGScXF8SzGTurFcfHx7L2+Zkb8ugy2Ybd9TpmfVyN9WJRVkqSUm3EBTPoQWYs+rQ1c7G3s8PxrVvcDUN2FgsOd3Z4cHrK44cPZW2tn8vI84T5tCx8y2ISBLRNw2q9ptXnnauHOpTCBXw9QPn60lVqZiPxpYzS00PFoBTWZrMNywyA2HWZBgGDHmq8opBzRq84PMchDAImOhoiLEvqpqFsGrF+2zau71Npl2WgNS1WJxUnrWaQfK2Dcsc6B53gW/Q9neviDeLM7PW/dd910k6tvxOR60ochf7ZrCBgCENCRzJYuqYRnZ1eYTldRzcyXcOwTTK3EXYsHAbRYmqzR6/XQ53+9x4zbZRSlHro7jQr1PZiAti2TP8lnltr2I7CBgYGBgYGBgY3Dz//4sjAwMDAwMDA4K8RZlgxMDAwMDAwuNEww4qBgYGBgYHBjYYZVgwMDAwMDAxuNMywYmBgYGBgYHCjYYYVAwMDAwMDgxsNM6wYGBgYGBgY3GiYYcXAwMDAwMDgRsMMKwYGBgYGBgY3GmZYMTAwMDAwMLjRMMOKgYGBgYGBwY2GGVYMDAwMDAwMbjTMsGJgYGBgYGBwo2GGFQMDAwMDA4MbDTOsGBgYGBgYGNxomGHFwMDAwMDA4EbDDCsGBgYGBgYGNxpmWDEwMDAwMDC40TDDioGBgYGBgcGNhhlWDAwMDAwMDG40zLBiYGBgYGBgcKNhhhUDAwMDAwODGw0zrBgYGBgYGBjcaJhhxcDAwMDAwOBGwwwrBgYGBgYGBjcaZlgxMDAwMDAwuNEww4qBgYGBgYHBjYYZVgwMDAwMDAxuNMywYmBgYGBgYHCjYYYVAwMDAwMDgxsNM6wYGBgYGBgY3GiYYcXAwMDAwMDgRsMMKwYGBgYGBgY3Gv8Hj7rTTmSqadAAAAAASUVORK5CYII=", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "PyObject " ] }, "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ "name1 = \"NtToolBox/src/data/flowers.png\"\n", "name2 = \"NtToolBox/src/data/hibiscus.png\"\n", "n = 502\n", "A = load_image(name1, n, 0, 1)\n", "B = load_image(name2, n, 0, 1)\n", "imageplot(A, \"Image A\", [1,2,1])\n", "imageplot(B, \"Image B\", [1,2,2])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One note $A = (a_{i,j})_{i,j}$ les pixels de l'image $A$ et\n", "$B = (b_{i,j})_{i,j}$ les pixels de l'image $B$.\n", "\n", "\n", "Pour une valeur $t$ fixée entre $0$ et $1$, on définit l'image\n", "$C = (c_{i,j})_{i,j}$ comme\n", "$$ c_{i,j} = (1-t) a_{i,j} + t b_{i,j}.$$\n", "Il s'agit de la formule d'une\n", "[interpolation linéaire](http://fr.wikipedia.org/wiki/Interpolation_lin%C3%A9aire)\n", "entre les deux images.\n", "\n", "\n", "Si l'image est une image couleur, on applique cette formule à chacun des\n", "canaux R, V et B.\n", "\n", "\n", "On peut constater que pour $t=0$, l'image $C$ est égale à l'image\n", "$A$. Pour $t=1$, l'image $c$ est égale à l'image\n", "$B$. Lorsque la valeur $t$ progresse de 0 à 1, on obtient ainsi un\n", "effet de fondu, puisque l'image, qui au départ est proche de l'image $A$\n", "ressemble de plus en plus à l'image $B$.\n", "\n", "\n", "La figure suivante montre 5 valeurs de $t$ réparties entre 0 et 1." ] }, { "cell_type": "code", "execution_count": 66, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "PyPlot.Figure(PyObject )" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "p = 6\n", "t = linspace(0, 1, p)\n", "for i in 1:p\n", " imageplot(t[i]*A + (1-t[i])*B, string(\"t = \", string(t[i])), [2, p/2, i])\n", "end" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Cet article n'a fait qu'effleurer l'immense liste des traitements que l'on\n", "peut faire subir à une image. Le traitement mathématique des images est un domaine\n", "très actif, où les avancées théoriques se concrétisent sous la forme d'algorithmes\n", "rapides de calcul qui ont des applications importantes pour la manipulation des contenus\n", "numériques.\n", "\n", "\n", "Les personnes intéressées pourront consulter le site web\n", "[A Numerical Tour of Signal Processing](http://www.numerical-tours.com/)\n", "pour de nombreux exemples de traitements d'images. On y\n", "trouve également des liens vers d'autres ressources disponibles en ligne." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Glossaire" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "- *Aléatoire* : valeur imprévisible souvent due au hazard, comme par exemple le bruit qui perturbe les images de mauvaises qualités.\n", "\n", "- *Bit* : unité élementaire de stockage de l'information sous forme de 0 et de 1 dans un ordinateur.\n", "\n", "- *Canal* : une des trois images élémentaires qui composent une image couleur.\n", "\n", "- *Bords* : zone d'une image où les valeurs des pixels varient beaucoup, qui correspond aux contours des objets qui forment l'image.\n", "\n", "- *Bruit* : petites perturbations qui dégradent la qualité d'une image.\n", "\n", "- *Carré* : le carré $b$ d'une valeur $a$ est $a \\times a$. Il est noté $a^2$.\n", "\n", "- *Contraste* : quantité informelle qui indique la différence entre les zones claires et les zones sombres d'une image.\n", "\n", "- *Compression d'image* : méthode permettant de réduire la place mémoire nécessaire au stockage sur le disque dur d'une image.\n", "\n", "- *Ecriture binaire* : écriture de valeurs numériques à l'aide uniquement de 0 et de 1.\n", "\n", "- *Flou* : dégradation d'une image qui rend les contours des objets peu net, et donc difficile à localiser précisément.\n", "\n", "- *Fondu* : interpolation linéaire entre deux images.\n", "\n", "- *Image couleur* : ensemble de trois images en niveau de gris, qui peut être affiché à l'écran en couleur.\n", "\n", "- *Image numérique* : tableau de valeurs que l'on peut afficher à l'écran en assignant un niveau de gris à chaque valeur.\n", "\n", "- *Inverse* : opération ramenant une image dans son état d'origine.\n", "\n", "- *JPEG-2000* : méthode récente de compression d'images qui utilise une transformation en ondelettes.\n", "\n", "- *Luminance* : moyenne des différents canaux d'une image, qui indique la puissance lumineuse du pixel.\n", "\n", "- *Matrice* : tableau de valeurs, représenté sous la forme $(a_{i,j})_{i,j}$.\n", "\n", "- *Médiane* : valeur centrale lorsque l'on classe par ordre croissant un ensemble de valeurs.\n", "\n", "- *Moyenne* : la moyenne d'un ensemble de valeurs est leur somme divisée par leur nombre.\n", "\n", "- *Niveaux de gris* : nuances de gris utilisées pour afficher à l'écran une image numérique.\n", "\n", "- *Nombres entiers* : nombres 0, 1, 2, 3, 4 ...\n", "\n", "- *Octet* : ensemble de huit bits consécutifs.\n", "\n", "- *Ondelettes* : transformation de l'image qui est utilisée par la méthode JPEG-2000 de compression d'images.\n", "\n", "- *Ordre croissant* : classement d'un ensemble de valeurs de la plus petite à la plus grande.\n", "\n", "- *Pixel* : une case dans un tableau de valeurs correspondant à une image numérique.\n", "\n", "- *Quantification* : procédé consistant à réduire l'ensemble des valeurs possibles d'une image numérique.\n", "\n", "- *Racine carrée* : la racine carrée $b$ d'une valeur positive $a$ est la valeur positive $b$ vérifiant $a=b \\times b$. On la note $\\sqrt{a}$.\n", "\n", "- *Résolution* : taille d'une image (nombre de pixels).\n", "\n", "- *Sous-exposée* : photographie d'une scène trop sombre pour laquelle l'objectif photographique n'est pas resté assez longtemps ouvert.\n", "\n", "- *Synthèse additive* : règle permettant de construire une couleur quelconque à partir des trois couleurs rouge, vert et bleu. C'est la règle qui régit le mélange des couleurs de faisceaux lumineux utilisés pour l'éclairage d'un mur blanc.\n", "\n", "- *Synthèse soustractive* : règle permettant de construire une couleur quelconque à partir des trois couleurs cyan, magenta et jaune. C'est la règle qui régit le mélange des couleurs en peinture." ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "collapsed": false }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "Julia 0.5.0", "language": "julia", "name": "julia-0.5" }, "language_info": { "file_extension": ".jl", "mimetype": "application/julia", "name": "julia", "version": "0.5.0" } }, "nbformat": 4, "nbformat_minor": 0 }