{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "44b2cd6c",
   "metadata": {
    "toc": true
   },
   "source": [
    "<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
    "<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Notation\" data-toc-modified-id=\"Notation-1\"><span class=\"toc-item-num\">1&nbsp;&nbsp;</span>Notation</a></span></li><li><span><a href=\"#Analyse-du-problème-à-une-seule-variable\" data-toc-modified-id=\"Analyse-du-problème-à-une-seule-variable-2\"><span class=\"toc-item-num\">2&nbsp;&nbsp;</span>Analyse du problème à une seule variable</a></span></li><li><span><a href=\"#Forme-quadratique\" data-toc-modified-id=\"Forme-quadratique-3\"><span class=\"toc-item-num\">3&nbsp;&nbsp;</span>Forme quadratique</a></span></li><li><span><a href=\"#Problème-à-n-variables\" data-toc-modified-id=\"Problème-à-n-variables-4\"><span class=\"toc-item-num\">4&nbsp;&nbsp;</span>Problème à n variables</a></span></li><li><span><a href=\"#Méthodes-de-descente-de-gradient\" data-toc-modified-id=\"Méthodes-de-descente-de-gradient-5\"><span class=\"toc-item-num\">5&nbsp;&nbsp;</span>Méthodes de descente de gradient</a></span><ul class=\"toc-item\"><li><span><a href=\"#Descente-de-gradient-à-pas-fixe\" data-toc-modified-id=\"Descente-de-gradient-à-pas-fixe-5.1\"><span class=\"toc-item-num\">5.1&nbsp;&nbsp;</span>Descente de gradient à pas fixe</a></span></li><li><span><a href=\"#Cas-test\" data-toc-modified-id=\"Cas-test-5.2\"><span class=\"toc-item-num\">5.2&nbsp;&nbsp;</span>Cas test</a></span></li></ul></li><li><span><a href=\"#Méthode-de-la-descent\" data-toc-modified-id=\"Méthode-de-la-descent-6\"><span class=\"toc-item-num\">6&nbsp;&nbsp;</span>Méthode de la descent</a></span></li><li><span><a href=\"#Gradient-conjgué\" data-toc-modified-id=\"Gradient-conjgué-7\"><span class=\"toc-item-num\">7&nbsp;&nbsp;</span>Gradient conjgué</a></span></li></ul></div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "c6f7312b",
   "metadata": {},
   "outputs": [],
   "source": [
    "from __future__ import division\n",
    "import numpy as np\n",
    "from plot import *"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8a107924",
   "metadata": {},
   "source": [
    "## Notation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74d7cc90",
   "metadata": {},
   "source": [
    "Soit $A \\in \\mathbb{R}^{n\\times n}$ une matrice carrée, and $x\\in\\mathbb{R}^n$ and $b\\in\\mathbb{R}^n$ des vecteurs. On souhaite résoudre le système suivant\n",
    "\n",
    "\\begin{align*}   \n",
    "A x &=b\\\\\n",
    "\\begin{bmatrix}\n",
    "    A_{11} & A_{12} & \\dots & A_{1n} \\\\\n",
    "    A_{21} & A_{22} &        & A_{2n} \\\\\n",
    "    \\vdots &        & \\ddots & \\vdots \\\\\n",
    "    A_{n1} & A_{n2} & \\dots & A_{nn} \\\\\n",
    "  \\end{bmatrix}\n",
    "\\begin{bmatrix}\n",
    "    x_1\\\\\n",
    "    x_2\\\\\n",
    "    \\vdots\\\\\n",
    "    x_n\\\\\n",
    "    \\end{bmatrix}\n",
    "    &=\n",
    "\\begin{bmatrix}\n",
    "    b_1\\\\\n",
    "    b_2\\\\\n",
    "    \\vdots\\\\\n",
    "    b_n\\\\\n",
    "    \\end{bmatrix}\n",
    "\\end{align*}\n",
    "\n",
    "Le *produit interne*, i.e. le produit scalaire, entre deux vecteurs s'écrit $x^Ty$. Il représente la somme $\\sum_{i=1}^{n} x_iy_i$. Par construction, $x^Ty = y^Tx$. Si $x$ et $y$ sont orthogonales, alors $x^Ty = 0$. En général, les expressions qui se réduisent à des matrices $1 \\times 1$, telles que  $x^Ty$ and $x^TAx$, sont traitées comme des scalaires."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a6dc11ec",
   "metadata": {},
   "source": [
    "Une matrice est dite *définie positive* si, pour tout vecteur non nul $x$,\n",
    "\\begin{equation}\n",
    "x^TAx > 0 \n",
    "\\end{equation}\n",
    "\n",
    "Pour complétude, rappelons les égalités  $(AB)^T = B^TA^T$ and $(AB)^{-1} = B^{-1}A^{-1}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c89857f4",
   "metadata": {},
   "outputs": [],
   "source": [
    "def f(x, A, b, c):\n",
    "    return float(0.5 * x.T * A * x - b.T * x + c)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5da6e8d4",
   "metadata": {},
   "source": [
    "## Analyse du problème à une seule variable"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "63cd3a48",
   "metadata": {},
   "source": [
    "\n",
    "Considérons le problème de minimisation d'une fonction réelle $h(\\theta)$. Supposons sans perte de généralité que nous étudions un minimum local de $h$ situé en $\\theta=0$. Exprimons $h$ en série de Taylor autour de $\\theta = 0$ :\n",
    "\\begin{align*}\n",
    "h(\\theta) = h(0) + h'(0)+\\dfrac{h^{(2)}(0)\\theta^2}{2!}+\\dfrac{h^{(3)}(0)\\theta^3}{3!}+\\cdots+\\dfrac{h^{(n)}(0)\\theta^n}{n!}+\\cdots\n",
    "\\end{align*}\n",
    "\n",
    "Supposons maintenant que les $j-1$ premières dérivées de $h$ au point $0$ sont toutes nulles, et\n",
    "que la première non-nulle est $h^{(j)}(0)$. Alors, en utilisant le théorème de Taylor, on a\n",
    "\\begin{align*}\n",
    "h(\\theta)=h(0) + \\dfrac{h^{(j)}(0)\\theta^j}{j!}+R_{j+1}(\\theta),\n",
    "\\end{align*}\n",
    "où $R_{j+1}(\\theta)$ est le reste d'ordre $j+1$. Donc que $0$ est un minimum local si $\\dfrac{h^{(j)}(0)\\theta^j}{j!}+R_{j+1}(\\theta)$ est positif pour des valeurs suffisamment petites de $|\\theta|$."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5402ebf5",
   "metadata": {},
   "source": [
    "> Théorème\n",
    "> \n",
    "> Une condition nécessaire et suffisante pour qu’une fonction analytique\n",
    "$h : \\mathbb{R} \\to \\mathbb{R}$ possède un minimum local en $\\theta$ est que la première dérivée non nulle de $h$ en $\\theta$ soit d’ordre pair, et de valeur positive.\n",
    "\\end{theorem}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bc0aef2c",
   "metadata": {},
   "source": [
    "## Forme quadratique"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b7f8910",
   "metadata": {},
   "source": [
    "Une forme quadratique est un nombre réel, une fonction quadratique d'un vecteur de la forme\n",
    "\n",
    "\\begin{equation}\n",
    "f(x) = \\frac{1}{2} x^T A x - b^T x + c \\tag{3}\n",
    "\\end{equation}\n",
    "\n",
    "avec $A$ une matrice, $x$ et $b$ des vecteurs, et $c$ un nombre réel constant. \n",
    "\n",
    "Dans la suite, nous allons nous intéresser au problème exemple\n",
    "\\begin{equation}\n",
    "A = \\begin{bmatrix} 3 & 2 \\\\ 2 & 6 \\end{bmatrix},\\quad b = \\begin{bmatrix} 2 \\\\ -8 \\end{bmatrix},\\quad c=0 \\tag{4}\n",
    "\\end{equation}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d6c487e1",
   "metadata": {},
   "source": [
    "Le système $Ax = b$ est illustré sur la Figure 1. En général, la solution $x$ se trouve au point d'intersection des hyperplans, chacun ayant une dimension $n-1$. Pour le problème exemple, la solution est $x = [2, -2]^T$. La forme quadratique correspondante est illustrée dans la Figure 2. Le plot des contours est affiché dans la Figure 3."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a435b3a5",
   "metadata": {},
   "outputs": [
    {
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",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "A = np.matrix([[3.0, 2.0], [2.0, 6.0]])\n",
    "b = np.matrix([[2.0], [-8.0]])\n",
    "c = 0.0\n",
    "\n",
    "plot_figure1(A,b)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6585ef59",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Wp0Xq7R/2DyXXajUKhUKn1ZdOpztD6qNkob0o6E8D6DdIDqp6nje5wWgq1SD3lFqtRjwen8g95aDUmt1kFwa3PhuE5BZiIMbJXevH1tZWJ1B0vySglOLq1atjtyH74VWU9+7dY3t7eySlpjen5bX6SqUShUKBK1eudLLQ8vn8MxU4HAT6W3z9VU8sFusQwaQOMc8b/RcqHtl57inJZLJHgOP3/T6MUYRuOzAIye6wEJJbiB4Mml0bFdVqlZs3b2IYBh988MG+r/ir1Sq1Wo2TJ0+O3Ybsh+u6rKysMDs7y8WLF8c+WXitvmg0yoULF3AcZ4/AwWthHuSez7NAd9XTTQQPHjygXC6jaVrHN/Jlas96GCTAGdU95VnM2Q0ju0ePHnHq1KmQ7MZESG4hOvCbXRvleSsrKzx69IjXXnuNjY2NfROb14aMx+McO3ZsX2uVSiUePnzIzMwM586d29daHgzDYGZmhpmZGaC3+imXy89sDu2g0U8Em5ubbG9v47puT3vWI4JoNPq8D3ls+LmnlEolbt++3VGbZrNZHMd55kTST3abm5ucPHlyT2UXppQHIyS3EMDkuWuO43D9+nU0TePjjz+m2Wyyvr4+8XH0qyE///zziddSSvHw4UPW1tY4efLkvgkmSC05qPrxQk27EwHy+fxLRwiRSITjx49z/PjxjrNIsVjkxo0bvs4iLxO63VO8FrT3Huv1Ol999VXPaMWzfo/9+91eSnmr1eoIVMKU8r0Iye3nHP0GsuNcAZbLZa5du8apU6c6Rsn7cfLfjxqyH47jcPXqVaLRKB9//DFra2udE8Fho7v66U4EKBQKewghl8u9MCbJfugf0vecRU6dOtVRYnY7i3R7Yr5Me5Eeut/j5uYm58+f74xWLC8v72u04iAwaKC8O8vu137t1/ijP/qjn/tq7sX+VYU4VHgn3cePH3P27Nmx2pCPHj1idXWVDz74gGQy2blvUnLbrxqyGx7pnj59miNHjgDBVdeo82uTkm13ZdBPCA8fPtxjkvwinZSGqSX7lZjeXqSnxPSGrfP5/Eu3F+mh3z3FdV1KpVLn7wccmnuKX1hrN/rJrlwuh5UbIbn93MKr1jwV4Kg/BsuyuHbtGvF4nG9961v7dvKfdCh7ELy9v8ePH/P++++TSqU6971IA9iDpPndJsleAvZhJlyPinFHAfr3Ii3LOpT5s+cJXdd7TK67xUVLS0sd8dFBXKy4rjvW81+E0Y0XBSG5/Zyhf3bNMIyRycjbZ3nttdeYn58f+JhxyO0g25Cu63L9+nWEEHz88cd7rp5fJHLrR79JsjdM7iVcJ5NJLMui0Wg8c7Xifk+WkUiE+fn5zvelP707SJL/ov69+jGI0A/KPcWLkRoHIcG1EZLbzxEGza6NQkZKKZaWltja2uL8+fOBJ9hRyW2cNuSwH2s3SfopK19kcutHLBbrMUmuVqtcuXLlufhGHvRnNmhQvl+S71Wtpmm+lCfpg3RPcV13LHJ7Wb7jzwIhuf0coH92rT+iJoiMWq0WV65cYWpqikuXLg296hxGIuO2IYfF0Tx58oT79+/z7rvvkslkJj6uFxWebD0SifDBBx/05KCtrKwgpewRNxyGgOOwCKZfki+lpFqtdoQ3tm1jWRYbGxvPRaV4UBjknlIqlXj8+DHVapVYLEY2myVlueTOnur5vMclt2az2ZNm//OMkNxecfS3IQeZAftha2uL27dvc+7cuU7LZRhGrbBGbUN65NtPqlJKbt26RavVGoskB8Hvs3kR0a3kO336dCcaxhs7OGgBx7NscWma1iO8sSyLr7/+mmq1yuPHjzuuMIdJ5N0YRcwxCbzq1avMK6vr3Pk//V/Z/mv/K77Z3uhp1TqOM9b7rFarIbntIiS3VxiTWmhJKbl79y7lcpmLFy8eyFzWpGrIQaTkGTIvLCzw1ltvjfS+/MhtfX2dO3fuAHQSl/P5/EvjxNGf4N0v4PCstPL5/ETD5M+72o1EIpw5cwZ4KtwoFArcv38fTdM6JJDJZA5cifks3EmqP7vBzb/zf8ba2OaXf+8fIiJmp1V77949KpUKmqbx5MkTstns0O9ltVrtEVL9PCMkt1cQ+5ldazQaXLlyhZmZGS5cuLDvK9f9qiH726aeovCdd94Zy5C5n9y8uJtarcaFCxfQNK0zeN29t9W9//MyoFvAMchTsdtdJMhbsxvPq6JVSvV8d/2EG2tra9y5c+fAVaaHTW6r/+/f5d7/5b9CWTZTv3QeLdreP+1u1W5sbFAoFLBteySHGM83M0RIbq8cRs1dG4T19XXu3r3L22+/3Znp2Q8OQg3pkZJHRtVqdexcuO51oL2PePnyZWZmZvjoo49wHAcpJclkkmQy2dn/KZfLFAqFTkvMaxM9iyv6g8AgT0VvT+vWrVtYlsXU1BT5fN7XXaSfYJ4lhrUF+4Ub/SpTzw9zUgu0w/o7u7UGd/6z/zub/8P/3Llt6hc/8j2GRCLBiRMn9rineIYAnsAokUh0UtnHxaeffsoPfvAD/u2//bed24QQ54EzAEqpT3dv+w5QAs4opX449gs9Q4Tk9gphUgstpRQ3btzoOPkfhALvoIayvYrKy147f/78xCQJUCgUuHnz5tBE8O5MNGi3xLx235dfftmpEvyCTV9ECPE01PTkyZO4rtsh8EePHgF0kg4ymQy6rj9XWfm4r92vMq3X6xSLxT0WaKNWrYdBbvXb97nxt75H/c79ntunfmkwufULSvodYqSUHUOAv/t3/y7ffPMN2WyW3//93+fb3/42U1NTIx3Xd77zHX7wgx/03/ybSqm/KoT4rhDiDHAeQCn12e5tnyilPhv5zT9jhOT2CmCS3DUPtVqNer3O4uLiyPtXQXBdl0ajwfb29r6HsuHp0Pjbb78dSEajYGdnh0qlMjTuZhAMw2B2dpYHDx5w6dIlms1mJ/yzVqt1JOwvk3dkv/OGl/O2ubnZmc/SNI10Ov1cSG4/5CKE6FTi3RZoxWKxp2r1xCmDLugOmtw2/of/H3f+s/8HstboPVZDJ/PxBwOfI6UM/A117zv+zu/8Dr/7u7/Lv//3/54f/ehH/Jf/5X/JX/krf4Xf+I3fGPtYhRDfBb4QQnQqNCHErwO/s/uQJdpkF5JbiMPBftqQq6urPHjwgHg8zokTJw4koubq1avous577723r/W82bparcaHH37YcfOYBI7j8M033+C67kBXlUmOMxaLcfTo0c68VreE3fOO9Np9+yX4ZyXqGJTz9s0331AsFtnc3OwIboZloB0UDpJQuy3QTp482dN2Xl5eRkrZQ3aeucFBkJtstXj8X/03PPz7/3jg/an330RPDhaKuK471sWS4zi8//77fO973wP29d05u/vvghDiB8D3gWzfY/Z3tXnICMntJYbjOANn10Z53s2bNzsij6+++mpsm59+dLchr169OvE60K7Wrl69SjqdZmZmZl/kUKlUuHr1KgsLC1Sr1UPZQxnU7vPk+Q8ePOhcXe9Hnv88WoPRaJR0Os3s7Cxzc3PU63UKhUJn4DqdTnfI7jCGyQ9zv29Q29lr7z148AAhBPF4HNd190VyzXt3Wfuv/j7bX5d8HzP1S+d97xt3zq1/z22f35t7SqmSEOKnwHdp77VNfpX5jBGS20uIYbNrQfBO9idOnOiIPPbj5D9IDemtN8kcUqlU4vr167z++uvMzc1x7dq1ia8+vcr0/fffB9qV5bNAv3fkIHn+y5L11r1/2y+46R4mPwyn/MOaMxuE/pEK27Z5/PgxW1tbfPnll5im2RNGO+y4lOtS/Oe/x/bv/HcgdGq3n/g+1m+/DcYnt1qttu/2/S6+4CmRZWkT2xJPq7czwL/tf9KLhJDcXjJMOrumlOLx48esrKzsMRXWdX0icvNTQ05Cbt3Za90WX5MQrzfgbVlWh3Cr1erEBL5fDJLne0PXjUajJ+vtsO20xoXfhUX/MHm3U353tbqfGbTnKWYxTZNMJoMQgtOnT9NqtTotTM9VxO8CxV5fY+2//gc0b95ov4/cIrjLg19I03yVkjAZuU0yCvDZZ5/x5ZdfIoT4jlLqU6XUp0KI7wkhPgHo2nfzbsu+yGISCMntpYE3u+ZFbIyTTm3bNtevX8c0zYGmwpqm4bruWMcTpIYcl5Bs2+batWud7LXuE+G4tlmesnJ+fr5HIDPs5PqsTqTd8vxjx471VEDXrl17JnZakxzzMPQ75XvVqjeDFo1GO2Qwqrr0eY9cdL9+NBrtUWL2zw+mUql2e/byV+z803+MbDwVjTgt/79h8q2zGFP+auJxP4NqtTqROvmTTz6hWCwCfOrdppT6+7v/+VnQbS8qQnJ7CaCUwrbtDgE5jjPyc70239mzZzvedv0Yh4xGGcrWNG1kQhqUvdaNccjNswvzm9N73m4bgzDITstz4VhaWuo4yruu+1wqmUlfc1AaQL+61KtW/ZSrz9vd3m8fetD8YPnJKlv/6B9Su/L1nsc3lrd9XyOoJekdw7h7buEQdxshub3g6J9dMwwDy7KGPk8pxYMHD9jY2OCjjz4K9JsbldxGHcoeNWlgeXmZ5eXlPYGnk6y1tLREoVDwtQt7WYyT+104Wq0W29vbWJbF559/3vEdfFYWYQdFMPF4nMXFxZ5h8kGy/G43mOdNbqNWTY0rP2P7v/5/ItuVTw9czaB2c8n3uVO/6C8mgcnakqH9Vhshub2g8Jtd03V9aAvRUxsmk8mRnPxHaUuOM5QthAgkJMdxuHHjhm/2Wv9aQaTkvddUKtWx0ZpknRcVnqP86uoqFy5c6PgOelZMg0jhIHEYn1m3utRz3fCUit1uMDC8nXyYGDZjJis71P+//x927jzEHUBsAPrUUXD9xSSpb70feAyTkNt+k+xfFYTk9gIiaHZtGBFtb29z69Yt3njjjc680jAECUom8YYMqrZGyV4bda2dnR2uXbsWGJ7qYVgqgOM4L5yYox+DImK6SQHoEN1+E6D7X/cw0S0+gacGycvLy9RqNUqlUs8oxbOq5vwqN6UUrZ/8Bxp/8M9QjRqtov8FgGP5/170E0e4tvwQY23FN8x03Op1UvutVxEhub1g8AyP/Sy0/Co3pRR3796lVCqN7cDhRyCTekP6rTdq9lo3BpFSd0vzww8/HGmPwY/cvMFrIUSPhP9ZnkQnRT8peA4jnrn0JCKOfjyP1qDXmvUu8GZnZykWiywvL1OpVDqekV5r9rCObxC5ueur1D79xzhLtwFQySzuvbu+azRWBld0ALN/9lu8cenSnjBTL8khl8uN/fmHqQBPEZLbC4JRLbQGkVuz2eTKlSvk83kuXrw49o99UOW2H2/IfnIbJM0fFf2k1F9Jjtqy6V/HGz1YX1/no48+Qtd1HMfpyL0rlQrJZLJDduPadR0kRm0N9juMeIo+T8TRPXIwquvF82zleif27rDPbs/I7mFyP5f8/aCb3JTj0Px3/xONP/wDcOzOY9xYwEWaHqF2677v3Z6YpP/9dVu71et1rl271uMME4RWq/XS2L8dNkJyewEwzuxaPxFtbm5y584d3nrrrYktqrpbnfuNqPHW847Ry147cuTIRN6V/WtdvnyZY8eOcezYsbHW6iY3x3G4du0akUiES5cuddSokUik5yRTq9V6HPSz2WznAuQghpTHwSTViReK6VmE9bvJjzp0/aJE3njH0u0Z2Z/ePc77GgaP3Oyl29Q+/cfI9dU9j7HrAeKuzDzKWvG9e5AzieeM4olvPv/8c06dOkWxWOSbb74ZicxfhsSKZ4GQ3J4junPXYDQLLY+IpJTcuXOHWq22byd/j0AOIqLGW08pNXH2Wjc8UvLWevfdd0d2Oh+0Tq1W48qVKx2HFmBgm7d7f+vEiRMdS62NjQ2+/vprNE17qVqY/d6Ko1qEPU/F4jBBB+xN7+5/X0KIzvsad5hc1CvoP/6Kyh/+S/CpYFur/mIRx/b/TUaPLRA7vnf0pRveZ9+/z9p/kTI1NYXruh2F7bgYFHfjQQjx20qp7+/+90sTdwMhuT03dM+ujeM0out6RxY+Pz/PuXPn9n3y0XWdzc1NlpeX9x1RA+0Tqad62y/xCiFYW1tD07R9rSWEwLIsvv76a957772R9/w8ePtx0WiUCxcuYNv2wBbmKK2jFwHDLMLi8Ti5XK5z4fU8MAmx9r8v27YpFoudxPVoNNohO799SGVbyJ/+Ece//EOaRsaX2IbttzVXS773Tf1y8AgADH7//ZE3Hpn//u//Pv/oH/0jNjY2+K3f+i1+9Vd/lV/+5V8e6bvoE3fDrhPJmd3//s7uMb0UcTcQkttzwaS5a9BuQ1YqFb71rW9NVMH0w3VdlpeXsW2bb33rW/tutzWbTVZWVpiamuKDDz7YF/G2Wi0ePnxILBabOMcNnoptLMvi29/+9oGoIvtbmJ6psCfR93LRDspn8bDRbxHm7Wt5MUHe+zksk+RBOAiHEtM0ewJNvX3Ihw8fdsQX3Rlv6tZPcX/0r6G6gwbIWsl37eD9NoParcHzbck3T3P0r/3K0GMfZQzAI/O/9bf+Fn/jb/wNvv3tb/NLv/RL/MEf/AE//OEP+d3f/d2hrzMIop3f1v0GLvESxd1ASG7PFN1tyHFz11zX5ebNmziOQzKZPBBi89qQns3Tfk/C3hjCzMwM2Wx2X8TmtV1mZ2eJRCITr2VZFleuXGFqaop4PL7vE7PX3uw+nkGmwoNaftPT0y9NC9N7P+VyuZOH5pkkexZh+XyeqampQ7MIO4yWaP8+pLevuvz5f2Tumy9I1J6qGx1NR22t+a4VvN+2gGz2tSyFYOHXfpFctkTyvbeHHusk7iSZTIa/9Jf+En/pL/2lkZ/ngzO7VZr3/9m++1/ouBsIye2ZYT+5ax4JeUKKH//4x/s+nm41pOeCMSmUUty7d49iscjFixdZX1+f2KS430B5Z2eHWq020VreHJyXMLC5uTnROuOiX6LvtfxWVlYol8udXLRn5TKyX2iaRiqV2mMRtrW1xb179zAMo/N+UqnUgRHSYe/3CSFIOk1iV/4Qde/anvsrMoIR8D1ure4VmHhwnV6hR2RhhuN/8S1ichMtN4M+Mzf0+MaNoarVaoFORKPCp+VY4iWKu4GQ3J4JJm1DKqVYWVnh0aNHB7IXBoPVkI7jjG2c7MGrjDKZTMchZBIjZuhVMXoGyuVyeSI5+vLyMo8fPx55Dq4bSinqtSrxeAKt78p5EqeTQS2/7hamF2yay+VeuBbmIILptwhrNpsUi0UePXpEtVo9sBGKQzVOru3AzZ/gfP5HYA+uwKTr/3ceOt+2ttP579yf+ZD510CX7Ysr8/W3RjrEcZM1DtB6q+A5/wNnhBDnaUfgZHfvf+HjbiAkt0PFqLNrg+A4DtevX0fTtIkl+f0YFlEzLrzWYb8biqZpY5k7e8d25coVTp06xdGjR3vWGufYpJSd9u2lS5cm+twsq0WjXqdRrxNPJIgnkgfq9uHXwnz48GGPatGLXHmeGIXIY7FYj2N+/wjFpOR9KJVbtYS48WN4cA0Zy/gSG4ColH3vK9n+x6U0ndqN+2iJOMf+Dx+TNtah6ytsvvbOSIc6blty0gFuL+7m008/5Tvf+Q5Kqa8AhBDfZZfQ+iJwXvi4GwjJ7dAgpWRzcxPLspidnR3rR7qzs8P169f3nOj3g4OMqOkegO7OXpt0Pc+5ZNCxjVMpNZtNLl++zPz8PCdPnpz4xNjsiitp1Os0Gw1i8QTx3dyugxxs9mthrq6ucvv2beLxONls9rll0cF4c279IxT95D2ONP9AK7dKcZfUriNU+7OUyn9tZUYxyuu+98f0KHW/O9NzxE8nWPyFGUx37xrGiJXbs0oE6Iq76cGu3P+HXf//0sTdQEhuB45u0Uij0aBWq3WUWqM819tvCnLK94yJR/nhjzKUPU5YaXf2mp8p86jkJqXk9u3bNJtN32MbZsLswROz+MXdjArputh9qQtKKRr1Gs1GnXQ6daiuHYNamFtbWzQaDT7//PNn3sLcb/U0yCJsUM5bPp/fE/p5IJVbpYC4/mN4eKNDap31q/6VmRufIuiVfffbNA21OM2JvI3m7l1fm5lHz46mxRh3z81rCYdoIyS3A0R/G9I0zZH3nizL4tq1a8Tj8T2Bnf3wyGPYF3+ciJpRjtPLXjtz5oxvNhyMRkhelTU3N8ebb74ZeGxBZNId7TOup2b38XYfV9Br5aamKO/sEI0nScSjh+oG4bUwo9EoW1tbfPTRR74tzH7D3YPCQbcGB0nzvey6er1OOp3ukPd+XluUNuDhDbj1OWLA90dqBmrTvzJzbf/vr99+W/TECfLnjuJaDs6jwd9ZeeK1kS9Mn+Oe2yuBkNwOCIMstEaJp4Gne1eeqm8YvHWDrtzH8YYcVmmNmr026npelTWKZdgwN/9uG61JT+7NZpNKpcLU1BStZmP4E4ROtdagVm8Qj0VJxGMYxuEmZnt7tn4tTG/w+qBVmIetWOzPefNSyW/cuEGlUkEIwdzc3Gip5NJFrC2hPb6JVt7CcdRAYgNQsTTIAHeR7S3f+/rn20QkQu5bF0gbFZB1Kk/8Vbnl/Bz3vvySSCTSIXE/hWmY5bY/hOS2TwTNrnlKxKDnLi0tsbW1NXDvyg9BpHnQETXjZK8NW08pxf3799na2hq5ygpKLBgkQBkXXnp3KpXi0aNHLB7xr0g9eCI6paDeaFFvtIhGTJKJGJHIwWeq+eFlVmEOQrdF2KlTp7hy5QrZbLZT2fmmNjSraI9voa3cQdjtyltqBpT9Z9SCGgvSjCG3Hvre3z3fFnvtNaZP5zCddgvSTWTB9veTPPntTzidnhqoMO0PoXVdd6y5zFqtFrYlu/Dif+NfYAyz0AoioVar1RkuHrfq8Nsjm9Qb0u84x81e8zCIkGzb5urVqyQSCS5evDjy+x1Uua2vr3Pv3r2xonP60U20nvtJrVqhFdCWBLBsB21AKGjLsmlZNqahk0jEiEUnHzyfBMNUmEKIHmIY9fN/nt6SSiny+TxHjrQ9GC3L6rE8m9MdFp0iicomgr5YpEjCt2oDkGX/KBoZDzZIaK2uoiUS5L/1EUlVQjhPpSWO8r/40+cX0dLttQcpTLtDaDOZDLZtj+UXWavVhuYa/jwhJLd9wPvR+82u+ZGGVy2cO3duIrPTQevuJ6Jm0LGvrq7y4MGDiSNvuglp1L06v2PziFIpxTfffEOlUuHSpUsTJ0977cxoNMrFixeB9sWG1WoNfa7lSGIBL2s7LrWGRanSIh4zScRMIuaz/5kNEnIUCgVWV1fHGiR/3uTW/dqRSISFqSRHnQKoOvqqf5wMAdsBUo9AMWAA2wrotiSzRGNR8kdiGG6JftWJUyz5Ptd4fbAriZ858t27d3n06BErKys9SQd+3ZOwLdmLkNz2iaCh7H4SklJy9+5dyuUyFy9enDh36aAjarrhzYnZtj3xet2E5A1Tj7JXNwgeUXrD4tlsdl8+k4NSAaSUWK3mUBWkAszI8L+ZK0EqRa1hUWtYGLpGIhYhETPR9ecTR2Ka5kQtzOeZ59YRXlgNRGEZbXsZUW8PR6tI8Em8ub2OX9NbxdKA//tytgfvmWm5aeJvvkNm5Ta4eyt8pZu46/4tSdOH3Pa8zq45cjqdZm5ujlQq1anCvfbsICFRSG69CMntENFNbo1GgytXrjA7O8uFCxf2dTXsrXtQETUeurPXTpw4sa/IG9d1uXbtGq7rTjxMDU/d/L/44os9w+LjwrZtvv7664GxOcPakQC6YTJsx1EBrtvbknVcSbnWpFxrEo0YJKImsaiJpj2fimicFuZzq9wcixlZIfLNjxHV7b2yfMu/ypZGhJjtLwySAfvgMpJAPuqrCCNR4u+8RyLq4mDht13nxrPgPh58pxCYZ9/0fd2B6+0KSgzDYHp6munp9ghBv5BISsm///f/nmKxOLb9Vn/cjRAiS9uB5Axw6WWNu4GQ3PaNoB++d9/6+jp3797d9wyWBy+iplQqHZgtl23b/OxnP9tX9pqHVqtFoVDgjTfe4Pjx4/s6Oa6trVGpVPilX/qliX3zPOGOZVn84i/+4p5NesexR3JUUehAsPrVth10058CW5aDVFCoNImaOrGoQSxiYB6y2jIIfrNo3snzxo0bTE9PH64XplLQrEK1ALUCmtXkjCpCddBDFaLmv2emjGChUmP9CX71t4w9/S0pIHruHZL5OIaykUohCwHjAwEiFf3IcbTkeL9TP7Vkv5Boa2uLH//4x3z99df87b/9t/nWt77FJ598wl/+y3956LlhQNzNX4P2ALcQ4tKuS0lh97aXJu4GQnI7VLiuS6PRYHV1dd+5Zt1rbmxsdNSLB9GG/Oabb7Bte+CJf1xsbm5y+/ZtEokEJ06c2Ndx3bhxA9u2yWQyExOb4zhcvXqVeDxOIpEYuE9XrClcLYYug6o3ge0MH+uIRGO4MmAuj3YlB9CyXVq2yw4tDF0jFjGIRQ2ipv5cbbe6Z9Gq1SpnzpzpSYL2WpjZbHbifU8AXLtNZtUC1IoI56kKUTgBOXJmAuEEkJtt+w5gSzNGtOUv1Xda7dfVjhzDPDJDJqJAtW9T8Qw88Sc3J8B8fNSWZM+xjjDnJoRgdnaW//w//8/5yU9+wj/8h/+QUqnEv/t3/66T2j0O+qoyz0Pyz/OSxd1ASG6HBm9vR9d1PvzwwwM5WXltyGQyeSA5Yc1mkytXrjAzM7PvOBgvM21nZ4fz589z9erViddqNBpcvnyZI0eOcPToUX72s59NtE7/uMCPf/zjPW02KRXbFYkrk8TNOHFRRci9J1bdjOAEDPYCaLqOHWC2C+C0WhjRvZWF40qqDYtqwyJq6iAgYuhETQNNPL99L4BEItEjdvBamI8ePQLoifMJUmEqu4Vq1VCtOnqtCIPajbS9GUWr5H9AYsi+ZdmfZGQkeN+3tr1N5O13yaW1PZ+7DDhdSjOK+/CR7/3ma+OT27gOJd4Q/JkzZzh/fngYahB289wKu9XaX+27+4WPu4GQ3A4FntLw3Xff5dq1vVEak6BbDVkul/edkOwpNr1Bai+mZpJB6O7MtAsXLqCUmtgLsd9Gy3Xdidba2Njgm2++6UndHjRWUKq5nXZSw9ZokiEZdYi4FUTX7kpQy8mDpumBKj2ARCqBNYQkHVfiSkXLcqnQrmby88cplhtETB3T1DF17ZlVd92vM6yF6SV457NTxDQJrTqq2SY05G7rV2jQKPlWV0IfUg22fF0dkZE4wkcQAiAtn99NNIZ2+k2OVDbQlM/MZ7XsXxHGpnwTu9E0jNfG22+DyYa4D2KLYhffUUr9+u5/l3jJ4m4gJLd9o/uH7w08A52WoTfzNWmgo+M43Lx5s0cNWavVAm2igtCfveYpNke19OpHqVTi+vXre8Qe46rsuufOuo9rXKNi7/2VSqU9reBBa22Xe092Cqi2DHQtR9q00JzKbkUWTEgKsJ39P8a2W2Du3REyzCi1pk2taRMxNWzbxdC1p/8Yeue/D1qR6UeiSrroyiWfipOLzSGdHK7VxLHrRDY2fIUXmm4E+jYK1//CTQkNUSn4368Fdx9UsY/4IlH0U+cwEwaYCd/Bb4lAba35Hrdj+V/U6MdOocXGb6srpcb6PVqWNbECuxtCiO94Jskva9wNhOR2YKhUKly9erUjMfdOCJ6ycRJy89pqg9acpJoZlL3mYZJkgMePH7O6uspHH33Usyc2bkXh7YvFYrE9A97jkJs3KJ5MJgcqUvvXqjZdmvbgtV0JpVaEiJ4nqbdABqQuA4ahYznBx2ka+lByS8bjWIGPUTi7e3+OKzv7d92ImRquK9E0sfuPhia6/lsTe4aeoW9kS7koKcmmEjQqJZSUKCVRUqIJoFEBOfiEHjN0CGgsSKvpqzpVSqE1Kr7PVWbMt7ICUK2Gf3UVSUJtl9zMCPrpc5gJEw0JSFyr6ftcFc+gBdh1Wes+biiGQfz8L/g+73mjP+5mN9Lmt4UQv7n7kO+/jHE3EJLbvqGU6gxavv/++3vmTDwLrnH3s4KGskf1rOyGX/baJGt6WXO6rnPp0qWJq1IYbqM1KlF665w+fbrjaDForW5y2y4PV0i2HEHDTWLqCZJ6A036SdA18K1Vdl9/6KsRKEYBcGwL0wz6LrXJTyrl20qNGW2FqB+ihkBa7c7AbC5Dq9ZLNlFdoHyIDUCTwZZzmuXfVsSMdmbZBkEEfD4SYMffE1KaMTDMNqklIx1SA5Aq+Lmu9P/rOWYMSnvJTT96nPTJBfRz4++3jYtJ5xH74252ievsgPVfqrgbCMlt3ygUClQqFV/fxXGJaFAbcj9rdrvmB/lXjlq5eUKZcS25BmFtbY2lpaV9jzN4dlzD1ukmN8uRlOvDP8OoKahaAlcKmnYS4WpkYw6G6CWHkdqWQx5j6AJniCAlGokQxH+GriEDvxtq6HdHBSkVAeUEVLEKCJgxE4aJ0fL/HBzbCTwpiXpAVRdNIuzB+23KMBHZPLFMoofUOojEEZa/F6Wq+BOu6rPrUoaBeO0c2YwAZbFia+QbjcMbo+jC8w63fZEQkts+MTMzs2cguBvjEJFfG7Ifo0bUeNlrsVhsqH/lKOTmkdF+PB3h6fhBtVrdl42Wp9Asl8sjrdNNboXKaEnhTl+gpdLjFG2ImWq3kmtiGAatIS3JiKEPaTe2/wbBghSFQhDormFbbWGL73FogUPMuiZQASMPmiYgwJ5KN3QIEMxow06+lj8xKt1Aq/vvt7Wr577nJNIwfwIRMTDrZYTPd1yh+bczNQO1HWDX1XhK9saxU6SPz2LsjpU4M4tIRI8TjCfICfq+jluJjaus/HlASG6HjFHJbRxvyFHWHNfPMWgfT0rJnTt3qNfr+yIjaO/7Xb58mVwuty8bLdu2O/uHo67jkZuUaiRy04SkaQ/+iTRtQdNOEDPipFQLpVrs96K539mkH6auDdxj68awz0ETwc1TQxND7w9cP4B4ATTb31lECY3oAFsrDy1HEFT7qEatQ1AqN4+YnkfoAiFAGdGeObo9qNd875KxFATs8znrT8CMkPzgQ2K7FzwetMWzHD9+vGeMolgs8vjx43Y+4K6N1tTUVA85jSvuChMB9iIkt31i2MlkWOzNKG3IfgQR0bjZax78qsHuWbhz587tq+2xs7PDtWvX9m2j5Yl3zp49O5YLukduO13y/yC0WhYYwXuljhSs1eKYepx0xEZXDQbRw7CqTdcF7pCWpKaJQIMUXRMoGTBnpiSOPeRCK2C/DEC4TiB9eZEzPvdCy59EhBEJdPInoF0qhQ6VbdTCKcRUDk30f97+31spNNjxH86WAZWoG0ujZeNMvfMahhxQdS6c7vznoDGKUqnUGVuJRqMdsotEIiG57RMhuR0ygqqsUduQo645Sfaah0FtyUKhwM2bN3nzzTc7vnaT4vHjxywvL+9RVo4LrzU6SLwzDB65be4EKx87jzeTvqNLHkwdmo7AdqHQiCCESTrqEhUNhGoThWnqQ2fb9CGt5nbK+/A9u6CXGaSQ7L0fZACBCAQqoPISmgaW/2erGUbgMfi1DD34+UW2NJNmZpZEfp72FMTedUQAqWLGEQECGVnyGQqPJTDPvkFs8+FAoZGKJWHK/yLONE1mZ2c7F3qNRoNisciDBw+oVqu4rsuTJ0/I5/NDJf6hafJehOR2yPAjov1E1AyqsibNXus+zu5oGU+EMmqo6CB4w9w3b95ESjk24favdefOHWq12sStUSEEa4UmGzs6UymToKv5iKFhWcEXG1IqKg0JXVfYSgnKTQNIEzclScNCDhkjAIa2Gx3bQhuiuB22ZxqLGDi2/7GIgNYbtMUqBBR2+pBKY9j6ojnASHIXyoiiWU/325RuIvMLuPEMUhOYroveHCz6UEKg1Ur+a7vSf7/NiMFOn9BEaGinzxFJRZFS+l+Uzp9knF51PB4nHo9z9OhRqtUqd+/exbIsbty4geM4PbZn/R2earX6wpKbaH9ABu2+g1LPKGoiJLd9YpS2ZKsrJ2ySNmQ/+vPS9pO91r2m67o9M2fjhqj2r1er1bh27RpHjx7dl4GyUoqf/vSnZLNZPvroo4nXaTQalIo6RHKUbUUuZuP6DAzbAdJvD/EI1Cx/km3YGpYTRao4qahDRGshpLXnfDdKSxIV3E7UxPA9OxlQnQC4TitwAFxTbmDtpwUMXwOIAGcRpRkIqxTwZAOFQGVncVN5XMPsXJsIIDLAMs1Dw1akgs6nVX8lpBvp3eUTc4tEjiygKxuJhKK/1ZdaOOX/mkMgpSQWi3Hy5ElOnjyJ67od27MHDx50Wpxe7E2tVtt3IgAMdv+fJBFACBEDvkW7jD4KxHfXqAghvgbqSil/9dABICS3Q0Z35bbf6qofB5G95kHTNOr1Op9//nngrNiocF2Xr7/+mnfeeWdfSQjlcplarcbrr7/O3NzcRGtIKbl9+zYtNwKR9rE4rmCzFiEVNYjprZ6qx9Chbo9CoMOJX0gLR8UpNUzAxNQVqYjdJrpdQ95hLUlQ6EZwpWoaGnZAT1LXRPCIgFJEDN3XQkophQqo+gAIml/TdIQT0NLUB393FaASU7jRNDI5NbgS0jREwGtHAkQwUjegEjAC0Np9z4k05pnXMTXnqZGymUA4/oPd7IPc+tWPuq53YoigN/bmN3/zN6lWq2SzWe7cucPrr78+0gVgfyLAp59+CvS6/7PrTDJOIoAQ4g1ghva8XB6oANeBGPAG8L8DykKI/0YpFZA4uz+E5HYACHLR8MhtP23IQZBS8vnnn+87e81DpVJhe3ubixcv7qu94dloNZtNPv7443291ydPnnD//n3i8fjEAhRPnZnP5zFzi3uMM6otjZqIkYs5bRcSAUIMb53qAuojbN05qvcnZruCYiMCRIgakqRpg2sRpBQxNIE75Keqhgx/G1qwP6Zp6BBAXm1iDCBPXQfL/xiCxhOgNwVAaTpOIkdFGRiZPAqNWKuEXxtZH2KkbAYQX63pEiTDkKVt9NffxYwbaP092YCPXE3NQHzy7/4wy77u2Jt//s//OT/4wQ/44z/+Y77//e+ztLTEb/3Wb/HX//pfH+s1v/jiC2i7/nv/Pk/bJHncRIA0sK6U+tGA+zrPFUL8eSHEUaXUn4x1oCMiJLdngI2NDVqt1oFE1EB7aLler/Pxxx/vO3tNSsmtW7eoVqucOHFiX8TWHS+znzgUb/Sg0Wjw8ccf88UXX0wUmlmpVLhy5Qqvv/46yak5lpcGP04pQaFhEjV00hGL+gie1KYBLTf4eKKGoh7Qtmw5GiiDLTeGqSuSpkNUt9FVi24iab/vAOIAnGHjJkP2u7R2k80X8WgEWgEfjBusstQCqjalFMK1cHKL2JEklmaCEOi037Whaf6mxBAo8Ve6idbydx6JBbRhremjRGdBVw6DiF1Vd/x3bedP+a47Csax7NM0jVQqxa/8yq/wG7/xGziOQ60WIKDxQalU6r9pmqeekt23BUIp9VNo77UN2l/zbldK/VshxIE5PfcjJLdDRLVa5datW5imyfvvv7/v9byTvif73S+xeengCwsLZLPZic2YYa/91c9+9rOJ/S+9SssbPejfYxwFnqrygw8+IJVKcXOVoZv7LUdDF1FcBVG9HU7pe5zOcKIdJWm71WqAkcZ2BSW33bqEOAlTETcdTNHCdYf5WmqBSkoNcIeQjxpyv3CtwP02t1kj0K+5S62oACIJ3EgS24zj6FFEgKuJHrTfqEAEeFEypGLUqqU9tzWTeZzsNFJoxJqDc+OkZviaLMP+9ttgskQAz1jBMIxAYwk/7J5P+t3/SwNuGxWaEOICkFJK/aEQIgqYSqmOckgpFfDH2x9CcjsADGpLem3Ic+fOsby8vO/XaDabXL58mdnZWc6dO8ef/umfThxRA08jb7xomY2NjYljagbZaI1rxAz+c3BCiJGTFZRSe9xPGhZslEc4AKWotjQsV0Ogk0s46MLec1LXcdr7d8GLUW8NUQ+iUGZqQFEmqNuCuh0hbhpYdhLcBlMpE1Nz0JSFUE4XVw8zbBaBhZWuaYGuJEIIVEDEktA0zIC36moGejTVrsqMGC0Rac+W7SKuDVFRBrQVhWEgAmbzhOVfMUojhmg+JSg1NQtzR4jtHprbDKg2jajvTJ7SdJg77vvcUTCu40itVmNxcXFfr3np0iXY6/6fHXDbqMgA/xtgBfhD2lXfO2OuMTFCcjtg9KshXdcd2+S4H/3Za/BUuj8uuQVF3ox7nEHOJeOS2+rqKg8fPuTDDz/cM4w6ajJAt2tJt6rycQFGsS1ORKBQb3+eCkGhbqILg3zSBhU8vNyPuCmotoJfMx5l6GMatTJaZAr0BKUGeJWdJhQxUxHTHVzXQRMumnKgh/TaGDbfZmgqsCVpDqlA9d37XS2CG0niGHFcLYKltPbcnV0jFvE/1QRVhUIICGg7BiYEKIJHAITeNjNL5WD+OKLrEKVSGAEGzuVCAV8DupnFocP/wyClHMtsfZI5t/5EgO985zsAZ/rd//eRCOAAP6YtHjkPXAOu7kbqfDrWwU6AkNwOEIPUkEKIQIeSfigpQYjOCX0QEcFToco4e3iWZXH16lXS6TQXL17cE0I5Dhm1Wi2uXLlCPp8fKM8fdb2OkrHV4tKlSwPfzyhreW3Rfruxlg1r/ueoHjTsvRcKrhJsViNEdINswsZxLByG7yUO0XeM9BiBwohlBgpBpBLULYEWNSg2u0+CiogOpi4xNIkhXKR0EFoUoSSC9j8oF6HcNhEOGBHwriWkBKWBayRQwkBqBlLoSAxcNCQapuZg6bO922LeMQuIxyLt7/Wg96hkoFGzMeSaRAsYL8CMIVz//TYUyDPvIgyx54KgYUnSAcSZdgMqwrmTIyVABGGStuS4DiX9iQAw2P1/H4kABnASuESb6K7QVk454L8nd1AIye0AIITwVUOOSxpC01CNOpZudKqQfiLy1h2n0vJafn6S+nGO0y+gdNz1Wq0Wly9fZmZmhjfffNNXMDKscvPsi95///096szlYlswMgwxU1Kq+5OW5WpsVKJEaRGNKITmP+NoaIq6FVxRtx8TfFyJiKIx5DH1egOM7pOawHLBcnVAJxXV2Wn5VwCmJhFCtisntbfBqaRDXKrO/f2iTk20vTr918eX2ABcqxk4UREkREEMsfPyqQdlIoOTXUBvln0rPxXgtNJuZ/qPANwo1HF2943z+TyJRGJsMdS45Fav11/EIe4YcKdvXi4L/HfQnuY+zBcPye0AcPfu3U7sTX/lMYlEv1Te4faNG5x9931f8hjVkLnbazLI+mqU9byA0pWVlaE2WsNEIB7Znjt3jpmZmcDX9VtLKcXS0hKFQmFP6jZAw4LbTwzyKUnTCnCSAHbKDRgyS4ZSNGScSiNCzJRk4w7SdfYIVSKGoDVEcBI1wRrSkmybEPs/RhcKaQQP7goRvEbUVDSD1KFOHWX62xXHDOWXWQq0K8iga5xU1ET5+F1KKQNn5zQtONGbZi/xycwsdmYGV9PRNB2jUfJ9asQJSCcIGBVRkRjv/Jlfpb5rpbW0tES9XieTyXTIbhQV8bjk9oI6lJQBUwjxbaXUHwN/APwC8Dbws8N+8ZDcDgCnTp06kBylbtur986eIpH3H34eJY3bdV1u3LgBMNT6alilNc5aw9ZbXl7m8ePHI/tMeoKSbnSPHfSninu4uapju4L1HZ2puADZAm3viUWoFsoYHuGTjEmK9TaBNm2NNbvdrswlHJRygHaF2RzQ3uyHNWSMQEPRGDJIHo8qakGiFeXSaKlAleiwi2ddG3K/CB4hCGQ+pVAB7T271SIRNAIRoCJVQkerbaOEQOaOYCVzqK7PQQ8KVBU6sQDLNNWoDyRVBXD6XRCCRCJBIpFgcXERKSWVSoVCocDy8nJgGoCHSVIBDmJ+9qAghNCUUjV6xSOvAx8A/+pZHENIbgcA0zTH2lcbhP7sNSEE7sNvME69MfDxwyotL1T02LFjHDt2bHgUSgAZ1et1rly5MpaN1iBC8mbqbNv23V/zW6v7JFyv17l8+XLHcHoQyg14XHh6nDsNDUGUXLyFi9HzHqKRGI0R/nz1hkP/T8ZyNdYrEQzNJJ+0iZsOtSEVWcRQNJ3gE1ciMrxtKYdYhCUicrc9ORiGJmkFvm+JYQYZ9qrA+ToN2pWtDyK6gIAcPFMM6JN6r6wUoukvgVVmDHf2BHYs1UNqnWNr+ftYElCZSaFBaW+CgJqaQcwfRZ3Y+3vVNI2pqSmmpqY4ffo0juNQLBZ70gD6W5iTtCVfhFQAIcQUEFNKre/+v8aun6RS6ipw9VkdS0huzwhBQ8h+2WvaVB537TH6wl5ZcRC5ra+vc/fuXd59992R5138KkFPqfnOO++MNVfXT5be/trs7CxvvfXWWJVu91rb29vcunVr6Hu7saLT345TaBQacVIRG0EL3Yhi6oqd+vAr5KjhUGn5G0g7UrBRiZCJ6miaIqL7x+q0kwSGvmQgDE3RGDJsbugaVkDhJNwGSvcnr7ipkNL/BBszVOBseNRQqKARhKD8HiCi/N+gq9rxO/2Q8QxWIg+GAT5GzEJoiIBQVGH5z3sqM97zusqMwvHXELoAJCoz3EnHMIw9aQCFQqGnhVmv18faq3+BUgFc4KwQ4iTwSCm1ZxhQCBFVSrWEEJeAh0qpjcM4kJDcngG8k3P/ldiw7DUtN4N94yu03Cwi2ntiHSQo6U+4HkdK3L9e935Wv1Jz1PW8H6cnQJk0OserAh88eMD6+vrQ49mqCNbL/oRVtUx0zWA2LtGF2E23DoYxQovIEC7Fur67nkkq6pKOuSjpdr3G8HajIdRQa694pD2T5wdNyKHkp+laIL0YmsIKsuzSVWDEjoYbTF8Bdl9KSoyAhme0q+qXmkHFTGHFptBjCZRUJFoV37+qHvDxK0CrBqR9d12xqCOnEOlMJ79PxTNgjp+gEY/HWVxc7GlhXr9+nVu3bgEMbWFCu00/zu/9sKCUqgohVmm3HxeEEHWgCtQB74ri3O5w9/94WMQGIbkdCIZVIV6V1U1uXvaapmmBe1jGuQ+wvvqPRC/9JwPX9NAtzZ8k4bqbjGzb5urVqyQSCd/9rFHX83Lczp8/TzwelKPsD28kIh6PD00qUAqurww/XlcKtisahg4RXQXugRmapNQc4TNwaiieVpPVlk61paNrinzCwdRdooaiOkRJGY/I4L002pViEBKRdlq4H3RN4gaNNCiJ7bgESRmHmT27Aa16ox0e53t/UL4atENR3WSeVjxLU4t07LraLy0RAa4mWlCgqh4ZWBF2lq6UIJ1HLBzbDUTtIrsRqrZh8FqYkUiE8+fPI6Uc2sLcLz799FOy2SxLS0t897vfBSZLAvCglHoAPBBCfER7iHuG9hfpCPAY+B2l1P9t3wc+BCG5PQN4adzelZU3k3Xy5MmhrgJC1zEWT2PfuYr5xnud27vJrVgscuPGjZGUh37wFIleyvVBJAOsrKyQSCT2lePWbDbZ3NxkYWGBt956a+jjV4uC0ghtRoBYBNZ3dIRQzKUdHCUGjg3ETTVCSoBC6umB/seuFGxW29ZaMykbXSgQynfOzR1CXBFdBRIXeDJ4/8fEDRXYGjU0FxVAbFE9eAQgZgzZTxsiVBkkFlGAHZ/GiqbRrBrS58QeNwR7HLJ3IaVCNPz36oICU10jCtM5hKkh9iR9g5qaLLViEJRSaJqGpmmBLcxHjx5RLpcxDGMiovvss884c+YM58+f57PPPmN32PrM7jGMnATgYddi6yywqpT6Gc9AFemHkNyeAbqJaJLsNf3oSZw/+Z+RR0+ipTKdNVutVqdVt5/KyINXse03uaDZbPLw4UOSySTvvffexFeXHmnn8/mRUgGkgptPRiPRiK7Y3G1dKiVYL5tEDUk+5bYNjXchUJRbw9fMxCSFWvDPScgWG2UTrxry2pZCKLw4t1GIK2oq7ADRiibk8D09EUwuiahGK6DnKFRw31RHBrYkhbvX1qwb5q5aUQmNVmKaViRDS+pIBQnhBipAA2fjUIGhqaK+l/iU0JDTx3CTGYzS4Pk2pZuQnDzaaVT0tzCj0Sj/7J/9Mx4+fMgv/MIv8Cu/8iv8xb/4F/kzf+bPjLTexYsXuXDhAr/3e7/H0tISSqmvhBB/nfGTADycoi31vwMgRLfvCwqQYVjpKwRd17Ftm+vXr0+cvRb5+Fdo/fEfEP2V/31HPbiyskI+n99XqCg8tdGybZtf+qVfmtjNH54S0pEjR9A0bWJi8+bpLly4wOPHj0faXF/a0LBGcPQHiBhtl49utByNJyWNbMIlakpsVyMZlRTqw/9W9hBpP0A2qbNde/p38tqWAMldojN1F8cN/lsOe61hLUlNyECDfxgh+NR10Hwy2ABkQHioAJTtT0CarlOO5GmZaZQRbTufdDGlrvyJUQgBAW3HaICVmC0h2kVuCpC5IzjpHAqBEZRskJkZK3X7IKBpGh9++CFvv/02P/nJT/g3/+bf8Ed/9Ed8/fXXI5NbNpvl13/91/mrf/Wv8sknn3Ru7nvYOBvlirZ/ZF0I4QB/qpQaxdn1wBGS2wFg2AlcKcX169c5ceLExNlrwjQx3vsY6/KPsV97n3v37pFMJnn77bcnPWzgqYpxenqaeDw+MbF5A96rq6ucP3+ecrlMpTK+4bcXwOq6LpcuXULX9ZG8JWtN+GLJQBeQT8tAOX7MVGxW/AmkVNcRaMxlnKHD2ABx06XSHJK3poJn0motnWpTa/s4Cp1MXBIz2lVdd/cvYqihxzS0JRlRgeQW1RUBIQMYmkILOHVoOIGuJJG+j0EKHdtMY4k4LWkSM2wcbbf03GOZolABJGMOqUi1ZsB3ssvMuazF0eYWMSLRznGIAK9JMgfXkhwXXgp3JpPh137t18Z67meffcYnn3zC9773Pb7//e9377VNmgTwELgFvAlcBF4XQtzcXXMbKAJVpYZkMB0AQnI7ZKyvr7OxscGpU6c4efLkvtYy5hYp3LjMox/9MWfefn8i8uiGp2L09urW1/fO74yC7gFvj5Cq1erYqQAe0c7NzXHy5MnORcAo5PaTewaOK3CAJ0WNqUgVjMRAJaQuhltyKQRNS6NUF8xmXFqu5quqDHLE9zAVl5Tqwe3NVNSmsmuVtVXV8H6eUcPFkBVymTimJgMrt1FaksOMlKNmcGUXNVRgyoByWu10VP9H0IrksEScpjTaYh7n6X0R4d/QjOkKbP/jN9yAilFoiICqzpQuMpnFmpon0tdZaVk2ER+Ri+JgxCSd9cbs2u1nDOCrr77ie9/7HgC/+Zu/yd//+38/D3zBhEkASqkW8Du77ci/C8wDv0z7aqsIfANcEUL86e6Q96EhJLdDQnf22okTJ4jFxpcI9693+/ZtmpkF3t5Zxo7H2dkZ0RG4D/1V1n726prNJl9//fWeAe9xPTWD7LiGrfVwS2Ol2E0cgh0rTUaXRM3eSscQFluV0cYamjZYjsZKQSNmSmbSLnWnt9VqaIpSY4R9vhHOV4aP6Kbl6LTIUisp4qbEle12acxsmyO3q7t2tXYQLckgoQgQuGcF7WBT6TooBbbUqdttRxf0GOhRYqb0FdPEDBWYo2eKgHQGpQLtuvSAqs6OZxAYSMHA9mI06E+cmILAYffxMIk7yaTk9t3vfpcf/vCHnDlzxttz83wgJ00C8NxJHCHE/0upp8OKQogEcA74GPg/CiF+Xyn1LyY68BEQktsBoL/N2J+99vjx4305mHjrzc3N8eabbyJrr+Fc/jFuenw1o+u6XL9+HSFEp8rqxjiJ14VCgZs3b3Yy4boxDrl5cTd+dlxBlZvltNuRg1BuaOgtxcKUpLLbplSuHGmuLRNz2Sw//WyatsZyQSOmW2QSNo6IIYQgGZE07eCfUdSQlBrBJytTU+wMeUxcb9Jy2hciOw2dnS5SFSgSEYnARdE+kWu7qkylVOfvGjcJdCUxdYXt+pOAJp66krT5VEOho9CR6G1+cQSW1HYvKkT7mn13BMtQdaTyZ4qI7gaHege0JA1dC0wcHzQCYCenaaTnQUli1U3f55oBYaprDUnr8eMDk+c/i0QAD9lstiP/78Y+kgDwWo5KKXvXoUS0/1fVaasnfyaEqNE2Vj40hOR2wBiUvWYYBq1WkILLH54jR0+WWyqDlp8jsvIYGD3h27Ot8rPk8lxKhv2wlFI8evSItbU1Lly4MLAqHYXcvOq20WgE2nEFrfXVAyPQOd+VgpWizlzGRUmLYmu0KtVPmNJ0IzQrETJxl3TcpTZkZg0gYUoaVvBPLRVz2R6itkzEIvglvCjaZs1rFXNgy1UI1W4nKgfbbUe8aEK1/03730IoTFxsZaIUOK6k2WwRTyRRqt3KjRoOVTeF7Qoclz0XCrmEE2jEnEqYgSrMoERwU1O+JssAZlBiN6InsdvKLNBITONICVKRCLJS0bTAwNSpk2+w1XB7HEamp6fJ5XIT7WFPYpr8IlhvDULA3toS7RDTQ0NIbgeIu3fvBmavjQOlFPfv32dra2ugI4d55m2M29eQtTJacrjp7+bmJnfu3Am00fJcSoJ+WF7lp2laoEpzWCqAZVlcuXKFXC7HuXPnAq92/Sq3tRJ8szZa+2ajrBPXICIaWASbNRuywo4VPApRbujoQtFyIJNwaNj6YLWcUlSGDGQDQ82WBQ7lIe1PXZaxtezA+5Rqk9F2zdijEu1GLuH0xfXEqXftjOQTw+J8gsQsEidAhakpO7AlGRXB3Q8RUF3pmoZSEit3jEZ0CldKuuMKdDugnRlwTEo3iebmWcyLjjy/XC5TKBR4/Pgx0HYYmZ6eJp1Oj9RufJZtyecFpdSPDvs1QnI7ACil+OqrrwaGgML45ObNmyWTSS5evDjwi67rOttzZzl5/SeIi7+K8PkxDIuF6cawaqvRaHD58mUWFxc5fnyv32U3Bhkne/AGxV977bWB2XKD1ur//BpNi/9wXQNG2+vIxl1WttsV5pGciyU1X5cP3Yx3CRz80bLbhsw7dY1ERDKddmlKvadymopLikOFJC7lZvBjotSxVPBFTDSeJkBhTyYe/DoxQwYSl67JwCrZ0GRg1RY3la/fJkAqJiZuSeoC38RuJTSsWBornm9/J/u+l7pQBH1wQT6UKjPbc1GjaRrZbLZzAWnbNoVCgdXVVcrlMolEgnw+z/T0tO8+/CRtyZeN3J4FQnI7AAgheOedd3z9Dj2HklHgZ6LcD13X2w4Np9/FufZjzPd/ec9juklyFButoBgdrz06aH9tEPyIcm1tjaWlJd5///2Rf5D9VWClUuHf/LSBFpnDEGqoFZUuFMXq08c8KWqYukvKrCHNXvPlTNRlszL8Z5GOWhRqT1tOdUujvq1h6oq5KQcXDUdqIyVyG/rwBwVliEHbsqs6ZNi8VquD7l+RpqIulYA1MlEZ6IuZisrAMYWoESxmCbLMUtJBSds/IHaAWMQ2UzRj09SlQZoKykftGBkikBGNoBGAYJWkaZrMz88zPz+PUop6vd75LVmWRTabJZ/Pk8vlOoT2LPfcXmWE5HZAiMfjvsQwauXm5ZwNMlHuh9eqM2ePYK8/wFn+BuPY6537vepoGEl2Y5AZs1KKhw8fsr6+7ru/5rdW9+ehlOLu3buUy2UuXbo01l5Ed1tyY2ODr26V2HbeBQdSMUUqEuzXmIlJlrd777ddnaKbYT7mItE63pIBWzo9aDRbMMCb0XYFKwUDTSiO5hyaQ2JrdKF6hCGDEDMdLCf4+5CMyB5nlX5EdIkk+GJi2EXCsODTYfe7AV2BbqHKICRNgQj6LHed/JXQaCZmaWipdiKC237vyvFfW3f8xwOEpiN82pKK8Sy3hBAkk0mSySQnTpzAdV12dnbY3t7m/v37GIZBPp/v2G6NilqtNpEh+auOkNyeAYaRm+u63Lx5EynlWDlnHsx3fxHnP/6PyOkjaPEUT5484f79+2NVR7CXkFzX5dq1a5imObYLSvdajuNw5coVUqnUxKbOruty7949nmzVWJMXOvdVm4KGpVjIuhQGtP8SEclqwf/11ksaEaNdbSE0tirDr5hjeoNKK/hzlUrQtGCt1B7IzqYkttJwZe9nmImPICQxJVZg4a+oD9mzS8dlIIlqsk7D9r9wGdaS1LVhs3GSAH4hYboE6UGCXEnaAbEuJXJosSmE0nscTYL36hTCT6UD6D6BqFLoOPNn0Y3Jnfh1Xe+YIEN7ztNrYdbrdVqtVuf+oO2EWq227xnaVxEhuT0DBLUlJwkCHYgLfx73x3/A7YX3abZaE1l8dROSp6w8fvw4x44dG/twvLVqtRqXL18eq4Lsh1KK9fV1cvlpNsV5rL7WlysFKwXBkZzLTqNv2FoqpAo+8VuOYHnbYC5tkzChbgcT3LA5LwBNWWzstD//ckOj3NDQhGI24xKLQsPWQIg972UvFPUhSstMTFK1go/ZGWLZlUubVIP260ZoSQa9l5gRTNC6kP7bnD6uJK4WwdIzKKHh6A5+n4Bymr71ZFQoAhJR93hNSsCePokVSWKkpnxfcxJEo9GOWblt22SzWQqFAteuXUNK6Rt9E+65DUZIbgeEIFLyq9xGUTCOClc3eShSHF2/QeY/+SsTkaS35zZpQGk3NE2j1Wrx9ddf895775HJDFd0DkKz2eSbb74hHo9TNt7tmB0PwpOiRjYpEZpG0xa7IpLRqs180uHRloEQisW8TcvVseXe50Z1i/II4wT5tGCt1Pt8qQTrO+3TYcyULGQdLEcLnC3MxuVQsYlpKAjwMY6bcujIwjDya7UaoPmrTPUhLckgtyUxJB6n25XEI7SGG22nmTuQiwWIQZTTyVsbBMOnMgMQuoHoIlV7aoFWcrqdLi5djNjh7HO5rothGGQyGTKZDKdOndqT3h2LxcjlclQqlX3tuX311VcsLS0B8J3vfAfYX9zNi4SQ3J4B/PafdnZ2xg4VHQTPrPjN93+R1MOfIZeuoJ/9YOx1hBCsrq7SaDQmCij14I0xtFot/uyf/bMTvz/vfR0/fpyVYoTrj4ZfJ5dqGlFDMZ2RFCujEbwmFOX67pC3Eixv60QNxXzO3k0EeEoMpuYyaK+tGwJFaUirsWlr7NQstqom8V2lpaELmn02X/oQbtaEojKE/JJRGeiikoy4baLwga5JpOZP6JoIVkmaugwcDE+YMjDRWwANc4a6G23vK/bwoMIJkFgmTXzjb5SUvmndANpun9RJZGllF3FdB0/OKXQT7QBdSbrhuu6ePen+9O56vc6DBw/4L/6L/6IzMlQul/lzf+7PjXUh+ff+3t/j937v9/jhD3/I0tISZ8+e/Q5MFnfzomFyK/kQI6P7qtyyLH76058CcOHChX0T24MHD7h9+zbnz59nenoa7aNfheXbuNuDozn84DgOGxsbtFqtfRGb4zhcvnwZy7JIJBITv7/l5WVu3brF+fPnUUaORzujx4m0HEGjIXGtSqBjhYfplKTaF0bacgSPNnWUI0lH2ye0mCEpNYZ/LtNpd2hsjam5FKrtz6ZhaSxvGzzY0Nkugea6JAyHiC6HupZMxd2hQpBhRsuJSLBaMxOVBFVlpqoHur7EzeC/gaH13q8QlOuSmptm28qzbU9RbMUHCmaSEUmQFaMeEM2jK4kW8P1QrkP9yFvU0/NtYut+bix4VnI/cF136P52IpHg7bff5l/9q3/FxYsX+bVf+zU+//xz/sJf+AssLy+P9Do//OEPuXTpUiek9MyZMwCXaA9Yw9O4m5cSYeV2QBilDegZFb/xxhsj5ZMFwXVdms1mR33oSYeFEPDx/xb1p7+Pe+l/jZ7KDl3L219Lp9PMzs5OHJ/jrXPixAkWFxf50Y/Gn9P0PDRbrRaXLl2ibhn84c0kdUvnSM6l1NACh5ABMjGHR5sCSJFNKmJRScUnSTtiKNZL/uvt1DV26jCftUlGGM39fwghAeTSiifFvdWU7QqelNq3L0zZtByNRNTFtVsYsRRu/3sf8r1LRd32/l4Aguy42i8R3HKMRvQgL+PAtiAoXNfBFTFsaVJ3zN29PQEtSJhOYEKBqfnfL1BIn9k3gJhPYGpLCkp6hkzCP7zUiB/eHtcoLkHdaDQa/Lk/9+f4m3/zb471Ovfu3QMgn8/z67/+6/z2b/827C/u5oVCSG7PAEopLMvi1q1bvv6J48AjkUgkwhtvvLHnh6DHk7jnPkZd+SPsD34FM8DBxNv3e/fdd9nZ2RnbScWDN7uzn30627a5fPkyuVyON998k6Yl+BefG9R3VXpPihr5lEKCr7jB0CQbBRtvuLtUE+gNxbEZl62K6Ik1AUhHXcq14SeScl2wuqWYTtVRmo7jMzw+nZJs7AwRpKAo1YYRoKJQdrBUnGJNByJQgUxcko5LIiYIBGUf0vYQM4MTt9NRN3CEQOAGqiSFkLhBpxFlYzldld+uH6XEwHbbKegrtcHpDdBuWfqrMBXSZ3YNIGFI35Yk7HUlcfUo9dQCNVfHdKoIfPbyNA0tcni2iOPOudXr9YnDhc+ePUs2m+XChQv88Ic/hP3F3bxQCMntkOE4DtevX8d1XS5evDi2grEf3WR0//59/9m6o2dwC0+Q977COnueSB/BDXIuqVQqE9mETTIH149qtcqVK1c4e/Ys8/PzWA78T1/olGq9J71CVZCIKKYSg42G3cYOtuwdzHal4OEGzKQdbFd1iCkVlawWR6tSE6ZDyTVY34kiUCzOWEih03R6T0JBcncPM2mXtZ3g78F0WrJd2bvP5SkvAY5kHbarkI67xCMK09h1c1ECW7b9I+tD5uyipsRyA1xLtAYK//22dFQNjOBRSqEJgSEU1Yai0ZK4xHC1GN27IXNpK7Cl6QZMwccMGZhgoOM/PqALOq4krhmnnpinLnWQ7WI4pkn8Cs5a06G2uTmxd+QwPKsh7kuXLlEoFIB2V2n3onTiuJsXDeGe2wFhUFuyWq3yxRdfMD09TTKZ3JdbuCdCefDgAZcuXerIgYPISH/3l9HrFZzVu7Qqpc7tjuPw9ddfY9t2z75fkEPJIHhzcNVqlUuXLk1MbJubm1y+fJn33nuP+fl5XBf+5Zc6GzuDv551S7BdhplU73uPyB3K9tTA5wBsVQxqTUE+2S5lNKGG5roBpGOSJ4WnJxuFYHlLZ21LkdBaRI32cWRiLoXq8JPSKAGo+tCHKIqVtglyoaqzUjB4sGFwf13n0YbGZhEM6dJsgiZdDFwiwiWitf+tC4lADvW03BtcrRAoNLGrkFSg0HGkQdMxqTQjbFVjrOwkeFRMUHOT7Ng5LC2PqyXoOeUoSdPy/77FTTfwYiFmBNw5JNQ0olwcM0E5e5qt2NE2sXlPdV20gCTxWCbbuRj76quvuH//PuVyeewcNj+MsufWDSnlRBfN3/nOdyiVSnz2WVsv8t3vfhel1KfAmUnjbl4khJXbIcGzmXr33XfJZDKsra3hOM5YV2QebNvuDEF322iN5Hxy/s8T+fJfUzeioBSOHuHy5cucOnWKo0eP9jx0GFl2wy/HbRx4qsrt7e1O9ei48L/c1PY4ivTDlYKVbcGxaZeNioYhLCrW8H0QRxo83oSTMxabIwxsA5iaRA24DpSqPR+nCcXR6Ra6EDBk8mkqMZwA4xEZmBQO7fZnoeZ/MeG47eotaCh9OuWyVTJ2EwK6UgJ2/xFYlLU4QjPbQbASuvfeNKFIxBSuj6DF1GVg+ngi4uAGfF4JU/qmM0DbkssPMVP6hpq6WpyabtDUsj3D3h40p97fve6CIJ2bITPddiaxLItCocDy8jKVSoVUKtXxjpxUTDXOntt+CdULKv3kk0+615w47uZFQkhuBwwvxqVer/fYTE2SDADBNlqjrKlHYrhv/AKJpZ9SVoonFZt33nmHqam9Fc6oGWyeRL87hmdcdLufeIRdb7VbkWtFjWPTkicjtAyXtzWysSaablIaoSIC0HB4sOYgleLIjMZ21f9nkEu6PCkEH4dUgnJNo7iuWMi1MEyNmjW4XWWOcM7KJiRPSsE/TWPIOoZwKFSHZMgZ7WNHeef43s9vOqmo2rGBBABtcgwaHs8lgufrkjGoB8znObaN38VCxJCBLcsIvaGmSoFtTlGTCRwJSfxHAAzZ8u1p6dF4j0l5JBJhYWGBhYUFlFJUq1W2t7eHDl4HYdy2JIwmaPt5Q0huBwQhBM1mkytXrjAzM7MnxmUScltdXeXBgwe+NlqjthG16QW27icx1x9y9MgZWpbEdlzMvjPkKOS2vLzM8vLyyAnegwaUu6u+EydOALBVhn/xuUGl0X7s8rbG0bxkoySGhovqukmhosgm5QhCDcinFI822+TzYA2mYmUisRhNZ++Vdq3agCEROdAWbnjVJMB02mIqBZWW0an6oqYMHEKHttikOETgEjMkW8Mqu7RLoe7/8zb04a8zzNllgiZE9+rBPp5uAxlwJRA3nOAEgd3hbFeYtPQpanbEu4lM1PYlbJRqD437fOf0uP/elhCCdDpNOp0eOHgdj8c7dlpBv51JyC3EXoTkdkBoNBr89Kc/5c033xxoYjpOMoAnh282m4E2WqMQZicZIHOUs61VHLuOaGyxaitmcimS8acn9CCylFJy69YtbNsemOA9CB5Zdj/WG4forvrurwv+9Vf6Hvum1YLG3JRkp+Zv6jubcllaAxDUmopjM5I1n706gHzS3R0TeIqdZgKtJcknCrSYgl0H/rhWptQY3uqcSkiWt3tv264ItiuQiDos5KHp6EzFJPVWsABhLuOyXg7+WebSkrUhlZ0tg18nE21SbvmTdjIqqTv+M32mrnzHK6BdWdUCxCzpqBwoROk8X9UhwOjZtVt7lK+dY9MkNgnqerLtudn3EzGE42v1FdclWkAHQB/DlaR78NpLBCgUCty5c4dWq9Wp6rLZ7J7f06iVmGVZhyJqeRUQktsBIRaLBbqNjFq5edXf7Owsb775ZuCXfNgembfpffr0aY4cOYK0T2Nc+UP0fIwpvcyTTUU2HWc6G0cI4bteq9Xi8uXLzM7O8tZbb438w+snt5WVFR49etQZh1AKrj0S/OFV3VfYsbHTttRqNC0c1XuyzSddHqw/vcr2VJGL0y7lhsBye09+uiYp1wdflUulsVXLkE26RA2Lmh2lOULIKLRn5fyu9OstwdITiBouhlJMxWzKTX3gHh7QSSfwh6I6ZI4ul3SHupYMs9uaSki2A6rgfNKh3PI/fWQTwfttsYgMVHIaAX1XXbgDiU1iYBPDRdH02W/ThAq8yIwE+JhpZhRNn+yU2Z0IcPz4cVzXpVQqUSgUWFpawjRNpqenyefzY+2jvcgp3M8bIbkdEIQQgRvIo5Bbx0bLp/obZ8319XXu3bvHe++915mB0cwIvPEtot98ST17lOm4yXZV0LQdUskkxoC25M7ODteuXePcuXPMzMwMPaZueDlsSilu375No9HopB6slwR/eFVjc0dwJKcCnftLNQ1Ta7vxN912OycVk6wV1MCB7pVtQSauyCYkpfrTk2A+KXm4EXxSb7c1BadnG2zVYr5ycA/ZpGRlO/gxAHNTigfrAlDEIzYLeYHS9J78tEzMoTjEtms6LYcKUhJRFWiC3K7KglvKw0YI1LALnMDzc3BLMqJL9AC7r2RU4mlJJBp1S6fSiiC1tsAmF6vit1eXiriBLUls//ibcaq2YdB1nenp6c7vvNlssr29zdLSEvV6nVu3bjE9PU0ulwtUQoamyf4Iye2AMKyaCSIipRSPHj1ibW1t5L0sb81Wq/csNiw3TUvn0BffILbxiIYQZGIG5Ra4skHVjvQMJ6+urvLw4cOJB8+FELRaLa5evcrU1BQffvghLVvwx1c1rj186qH4pCg4Nr03c60btoyicJlJS8oNqNUlrQCLq3JDUGspFmdc1nd0ckmXRxujHXfEUDxY13FdhxPzgu2avieqpgNpM8xrUtcUm115lw1LcH8NwGUq6TAzJWhJnURMUPY/t+6uFXy/oQ3fS8vEFZsV//sTZoOG7f8djJn+ji/e/ftpSaYiLnZAB18ohU2Cmh2h5gladg8nptuoAAWmLmxfbovqMnBQ0QjYb9svYrEYi4uLLC4u8vnnn7OwsMD29jYPHz5E07SOAjOVSvWca0Jy80dIbgeI7lDNfvjtuXmqQcMwxs5M698j80YG0ul0YG6aPn8SWS0ScW2EvUPMyNO0LaKaoJo4y50nDk75Ea36zkT5ch6klFy+fJnXXnuN/MwCt1YE//GGPtDxYqWg7RLcrvXSADhSp1iT5BMuS6Xhn5MrBY82YHHaptHCtxXYj1xC8nD35H93RZGOO8zlBRtlHdHVDsvELDbKw/c7juQUj3wqxp2aYKcG8YhDs66YSjpIdCotbU/rLWZItocISWYzLlsB6k9QVIe0W7Mpk+1awP0Jl50AG7KpuBuYCj6sJdlv16UUCE3DkQYtR6PcivqKjNIx/6pQKRfXtn0ty6I+dia2maFppEkeklFyNzwBVjab7Tj9eOMGjx49olqtkk6nyefzpFIparXavh2PAL7//e979lthKkCI8TCoyjqIzDSvGvRGBjyHj2Ewz36Iuv4n2LE0aVXBFhlc2cKQLYq1DGjHycydZrmkMZ9RxMcc2dnc3KRU2mHu1AWubsywdFXDddvtOb823kqhrZB8UmTgHlxElwjX5c4ynJiTrBWHK/oAWi1JsQxzGcVGObiqmU5LHq333lZpQGVFMTPlkEpoFHZbh/1q00HQhKJQHvowZqYUD9cFGyUAl3jEYTYrkLKFTQwpIuRScqizyR7vyT5MpyQ7Df81NKGGRuxU6y3Q/NcY5v0Z1JI0tXbum+04GEaMhmNQaRmdSm82ZQ8xivbvIydMhyCPTM1p9nRTbTNNVcvQcgTZUWY4DgBSyj0XuH7jBt/73ve4efMmuVyOP/mTP+Fb3/rWRBein332WSf2ZpfYwlSAEKOjvy25sbHBz372M95+++2JiK17zbW1Na5evcr7778/ErF5MM59TLy0TEtEyRpNUIpU1CEi2le3tZbL8jb80S2DH32jc3ddsFURbbFGXxGqFNRb8KQIP7pS4E9v2TxQv8r/cm+eO6s6jtuW9K/vtFuQfnhS1JibUmii9zG6auE6bqe992gDssl20nYQFqYcHq5DtQGP1hXzGQdTH/wcISSNpvTdLtragQdPJJmIxcKUzZPicGFNytih2gx+nKEr1ou9tzWsdtW5vBVlY1si7CatpstU1MbUBh9/KuYObUmaQ859M2k3sGWYjEpczb89Fzcl9YDZtlTUGbh+u14X6Jqg2EywXsuyUo5TqJs9jw8yYU6YbiBxxoyAjUC7idqdLdixdYrRRbblVMdNJhV7NuQ2bAzAGzc4deoU//Sf/lO+973vcfToUf7JP/knXLhwgf/2v/1vx3q9paUlLw3AQ5gKEGIvhrUlXdc90Cw3TdMoFAodoca4kmDNMDFOfUD64VXWU6eRzQJ6YppcpMVW08CVgkTExnYFOw2NnYZOIqLYKms4sp0sHTPbyroHG1qXAq+dJpyOldmu97dyBGs7OsdnXB5vDT4JbuxopCINmk4M2xUkI5Ji0abp9q61UYJkVO36MO5dK5d0ebDW+/d4uA6ZRLu1Waj3fl5HphRLIyQFLW8qptMu+biLi86OT1aaQCG14dlaR/Ltqs0PSglMXXH7MbQrE0kmocilBRFT4KJRszQycRnoujLKbJu212+rB5l4cDaccEoQyfreH49I6hZoCFyp0bQ1Kk2tY958JOu0B78HHEbEcAPTwJNR/706gUK6/nYnCUNSs6PsyCRaLNGTGWfogqj5bOqAcWfclFJcuHCB3/qt3+oYtI+DpaWlHncSwlSAEONC13Usy+Krr74inU5z4cKFfbkKWJbF7du3Afjoo48mXktLZthWCTI799nJvUG9UYF4mtlEg7VqHNsV5JMW65UIrtSoW4L5bLt1KJVG3YK6pTM/5bBS6P061d0MR7ItnpT2EviTUjDBVa042aRCx2W9IPcQm4daS9C028KR1S7/x7gpKVUk7oAL/XK9/c+JOYvtmoErNVIxyeON0STYx2YU959A22fR4di8i9B0ivXek9LRvOLx5rC/i2SzJBlm29VfKZfrgnK9fQzgEjEcDCkwjVY7MUAIJO1xCEe1155OuWxX/S+AIsZgM+puDM2GS2Zo2O2TrnQsXMcCNIRm4iqTJ07Et+0ZHyJEycZkILmhAhICIu7AaD+lQGoxanqMphrcympUCjxx2tEwk+Ycjor9mCYLIcY6vs8++6yf2CBMBQgxLprNJhsbG7z77rtjtQ4HwdtfO378OFtbWxMTm+M4XLlyhWQyyWwiiWlvshGbRTdjSLfFQqrFWjVG04aFjM1KyQQ0Kk3B0bw3uNw+HZQaxi6R9f64So2oL4m1CU7yeMtH+IJLqaKIGhCgb+gIR47PuqyXBEqBoblUG0HvXvBoQ5BNSbIpQA1xzNiFqSs2S09JUAGP1xXgcGzWRTd1CjUdULvkE4z5KYcnxeCKe2ZKsbkT/DdeyMHKnnGKNvFFTYd0XFE32obButau0ITWbgZKBK4U5JKKclO0FZlKtMVKQqAJrzUnsR1BRHPBk3QokAqk3K0MK+0LoLqloVSCbneXuFZBi/pHs+SSwXZeu3k5A++JD2lJRjSn50JHIXBEkrIVaXcgdP8vy/x0mnJpmxs3buC6LrlcjunpaTKZzMTZh34YN8utVqtNfD7J5/N89tlnlEollpaW+Oqrr+AVSgUIye0ZYHV1laWlJTKZzL6J7cmTJ9y/f5/333+fSCTC+vr68CcNQK1W4/Lly50BbwC5dAWz+gSZPUbNTZHWbWaSNls1k4alWMw6rOxWYeWG4Pi05HGXfL/c8ois98e5VdE5Pu32PLbzfkoa85km6+WnpBg1JBHNZWm1/f8RE9KRChUrOLPq8aZgdkoRM1zuro5G+KUqJEwblCJq6EMrk4Wc6hxXP5Y32yR3ZNohP6Vxf10LvPBQStG0h/8EoyP8SoOOu2ULkjG4v+530lSAopVvRwo9va37v+HErGJ9R8OPYE7MSjYDlJrTuTjFAMIPEqLEDJdGgIlyKqAlCQq5u5+mhEFLJdlpGp3Xm0m0fCcADA1yUylyUylOnjzZsdRaW1vjzp07xOPxzrzaQVR14yYC7GcU4Pz59nbaD3/4Q0qlEgBKqU+FEN8LUwFC9KD/ROZZVlmWxfnz57l+/frEa3uGzI1Go2PJ5TjORGbMXibce++9RybzdE8oevJtEld/jKtaaKbGRj1FOuqSiral3Q1LcmTK5slOu9LYaQimzCI7dq6zRqGmD5xZ26pqvrNs2/UYi9MuK9uCfEKyXpDUu4Sllg02KY7PSh5vBv/wDVwePpEcyWs8CRgM95BJKB6vu1g2pOKSo9M6qwMSsr3HPlwb3rpcLyjKVRtNwGxep1Qz9rilABydhhWfqtVD3LRY3R5i2ZVt74MGIZ0QlAMq2XzKpRDQstS14IBVMWTEQBMq0DXFpE7d9k85yMRlYGhqUEsyabo4RGnIeHvEYg85+w/VJfuEJIMstba321Wd4zidqm4co+RuPKsst25897vf5bvf/W7n/8NUgBCBaDabXL58mbm5Od566y2klBOnXFuWxeXLl8nn8z2GzOOaMQ+KmOmGphvcr2u8VVvDSi4yl6ixVk2iaxAzdSzHpWW7zKRga/dEqMw0C0mXtVKXf2S93bZc7XHTF2wHEFy1IVjMutx6pBhk9q4QPN4UuwQ3eBbuyJTDN8vt3tOjNcnpI4LVgv+4gCYUynE6sSrVBlSXXY7OSJQwKNV7XyNuSrZHiLs7NgN3V9r/XSi7mIbLiXkNKQxKXftytuPfZvMwmzN9Z+Q8xIZokiKGYmPIXGA6oVEN0CIs5CRbFf/TxeyUohLQUpzLuFQs/+fP5UwqAa4qbaHWuC1JgaNMao7pm04QN1wc1/+CJUgl2W2pdeLECRzHoVQq7TFKnp6eHjnrcBJyC4e4ByMkt0NAoVDg5s2bPTZao8bJ9KNcLnP16lXeeOMNZmdne+4bZ69tUMTMINgIIgunyGyuUIwssJBu8qQSRwiXSitC3HRwmlWSZpyaHQMEDUsxm3Y7Sj1F22kjF69TbHQPmAoKVY2jOYfVYvurNxVzcR3JymY7OPToNKwV/Y0iHm9q5JNNys1ojz/iQhexebj/RJGKNojG45QHKPwWplzurew9sa1uKXTN5vRRjY2yju0KFnKKxyN0gGMRxcpW73HYDtxbkYDFfF6QTeugaawNifSJGIq1QvDrRfQWq9vB7bAj03TSCgbB1BXbQ+JxAtJlAIhGoBJAjvqQ9NUgT01NNQLbt90tyXaD1aTWMtlpaggU0yn/fmYy6uBnNWloEDVH/40ZhsHMzAwzMzM9Rsme4Xi3UbLf729ccqvX6yG5+SAktwPGgwcPWF9f58KFCz1Xa5OIPjz7qw8//HBfrYdGo8HXX3890rC4pmnoySlidotMuUhFn2YuqbFRizIVa7BejoDIkksoUpqiabcd+x2lyCXcjmJQKYFNjGy8Sanx9HNQCEpVyXyqQbFq8HDNu+epFddMRrFTg6bPybJQi5GMNNEUWDLGdLLJvWUf1WUrjuXCsdneinF+SrK04n+x4Uq4uyzJJCVHshqV+mh/v9kpxb0V//vXC4r1gsN0skoqGiGeTLBV1VADqsuFPEOrtqMzEV9BjodagFUWtMlvrRRghxUL9rOMGGqPUrQbUUOyE3AM2YTbGQUYhNm0Tj0wtNRFodN0TEp1o2eQPZdwfcNU208ObklOKtYaZJRcLBbZ2tri7t27xGKxjlFyt93eoCHuIISVmz9CcjtArKysUKvVxrbR6ocXedNqtfZlfwVPq8h33nmnY+cTBK/CjE4fwbWa2E4dy9RJ6DZ1N8Vi1mV1R6dY14iZinJdQxOCdFwSiUBGtoeABW2XCQHMpFwcB2r1FqWqoiVjFNBZyA4ml62yYCqp2rEqjcEnl5oVIxFVTMca3F3WAn16LaddxZ2cl2xVBIYOGwUn8DkeyrW2ik85itkpnc2AOJ1MQvHgyfBVs/E6W5UkVIAtm3gUFmc1lKbvVlDtiqMQ4P8I7X2wrfIQd/94k1It2J6pP2qoH9OZYPKbybgUA2bfptMy0K4rGZU9BtL9GNimVgrHatFqtai30kgG92Zjpv9sXMIMbkn277ftB7qud6o6oLNXd+fOHSzLIpvNMj09jW3bY9lpVavVkNx8EJLbAWJxcXFPWva4aLVaXLlyhenp6aGRN0HoNmPuryKD0O1XmThyGvfRbXaqEl2LkozEqVk6x3I2j4tRmrZgOi3Z2NFY39nNQDMV9aZHSu19uYihkHaTncbT9plC8KSkc/qIuzsz1oudmiARhem0Yrsy6DOQpKMu91Y1TswLHo7QMny4rtrS/7hke0i7z8PslOLusrt7gpWcXNBw0SkOaOOlYoqt0vA1jT6PwkarXSWCJBmHozMaibjOo21/ZSLA4kxwuxEgEdOpBVQ9+bQKrMoEisqQ2bcgo+L2/cF2Wc2Aqi0RcWnukq+g7bvYsHRKdR1HxljMWb4+lpqQtAIMmBOm7dv+bu8zTz6HOgyJRIJEItETf7O1tcXGxgbRaBTbtpmenh5qol6v1zupHyF6EZLbAWJYvhoMTqb2MGm8TP+aUsqOMnPcKrL7PbRaLW48KXIml6AaO4mrSSynPcO0mLNZKZrULcFCVrJaBFdqNGxBMg5SKmqt9jFZjkDXIsxOyT2Vz2pB58wRydKAiqfeEjhGW36/1mV1FTMlpnD4Zrn9nPtrihOzktUtgRziKBfVHW7cl5xd1FkrEGg1ZeiKRlP2VA4P1yRCSM4salRbBtXdynJ2Su1xQxmExRnJ8ob/MdYa8M1jl+mMpFpXLEy3ia5ha3v2DZtDYmkSUcV2NVhtkog4gSbHc1nVExvUj/QQx5Jk1A30qpxOSewBSlJof6/jRvs7V23puwPmve85MPBU7iCVfztfBSgsU/toSY6L7vgbz17LcZxOqKlX1Q0KNa3X6wdinPwqIiS3ZwhP3Tiozbi8vMzjx4/HjpfxMtO8H6Kn0lxYWODEiRNj/0C9tmQ30eayU+jL99nSF4maOsqBpuWykIG1skm1JVjMSx5vg1LtId5Mqh0K2XLb79VVOrZUzGUlG30trpWCtlvB7VXEWY6gUG27gixvCXJJl+KOw0bfvNSjTY1cykUgKNUGv+d8vMLSSvtkf3fZJZuC6SmdNZ+RgaN5OgTaDaXg3rLE0C3OLOoUqjpymOKi/UyareF/j5MLotPefLTWrugA0gmYy2kYpo5pakNNlOey7KYsDIauSbaHZMNFhji65dKwObCy3r0/KQNblrGI6kSoCRSmpmg2LaoNRdON47qmr1dlbsheXT6b8J2NS5gOrs/frGVJ4rnJbfH2Aykl8Xicqakpjh07huu67OzsdLLeIpFIR5SSSqXGHvr24A1uLy0t8cUXX7xyiQAQGic/UwyS7kspuXHjRkeeP+5VWPeapVKJn/70p7z++uucPHlyoitPXdfZ2Njg+vXrfPjhh8zMzKAbJqm5RfJyDaRLVAddGLjKZTrV7vtUmoITM09PxLWWRiJqYYinZxfbbdtBzWcHKBQLOqfmBULsvc+VgrUinJ5zWNlwfJ0/ilWdegsWZ/eusTjt8niz94RVqsLDJw4zqToRo3f/byHfbkcGwXHhziOXdMRCVzbJaDDBnVoQbO0EPgRQVOqD16nU26rL2w9sKhUbq1YnpTeZSbaYTjnEzafvQQhFMWAuDdrk7Sp/gowOjdhRgWnbAC3X58Sr2oP6rZYCx6VaU6xsCu6v6zzZiVOxEmTiwSbMyaj/30fXJM2AlqTb7HWqVgokUbbrCXasFInI8zk19qsldV0nn8/z+uuvc+nSJd544w00TeO//+//e86fP0+j0eBf/st/Sb0+gh1OF373d3+XL7/8ku985ztAe5D7008/BdqJAAC7g9wvLUJyO0CMG1jaarX48ssvicfjvP/++xMJR7w24vLyMjdv3uT8+fPk85NZwymlKJfLbGxs8PHHH/coNCOJJMncDLPaBq7rEo+4lOoRTF2RjrXfU7khODn79ATraklyaUmky43ddgUtH4J7UtI5MSfQ+ghuJuWgS5ur9yTHZwVB3r5NG5Y34NSCQuxKRo7kXL555HemE6xsR3Bti0y0CoCpS0pldyTBSTyiWF53uP3AplBocjRrk03uFcpoQlEsD1/x5LxgewgBzkwJHq8rKvV2m/T2A5c79y2WV5s0q3WSWoPjWZu4bpOL2yQi7kA3/XItYLAMSEWqgUrD2QyB5JNPuTSttrtIQneICRvh2NSrNutbEsd2ub9hslI02Klre/bmkgHbTUJIGkFVW9IdGJvUeW+p9uJSKkoVm/VKgvVqHEtGSGgVv8i3Q8ewUYB4PM7i4iK//uu/zo9+9CMMw+A//If/wLe//W3+zt/5OyO/TvfgtpcM8MUXX8ArkggAYVvymaK/yrp+/XrPLNwk0DSNO3fuIKXk448/nqhFAU99JoUQvPbaawOJNp6ZwnFs5uvbrFgzHMnAo2KUVFSSikqqzXYcTj5aotDKAtCSMeZzkrWC6uyP2K5AoTGfdVnvGy5eK+kszkqebLfXtC2Xe12twYfrMJ8TFMo2LWfw11cBS0/aDiC6kNxfcfAJa+igbhnULYMT8xbSsVkeMjvmYSZD5/gcF7555CCEw+xUCzMWp7SbinByQbA0YKau/8grgX6YbaQSgm0foqw1oNZQONJlvfD0QkoTkEpAKi6ImArHrmKINPm4haQ9uqEQuLJdKbtSYEZTGFKikCAlSrYvGHRdoOt6O+NP7F5EKNV+rquwnbarjGMKVjpm1nsH7w0jyPFEBjqezKRk4GycocmeOchuJCMOrhRYKk6pYeIK0XNolY1vuG23bbVyudzEv6lJMM6cWzQaJRKJ8A/+wT8A2jOx42JpaYl8Ps8nn3zC7/3e7/Xf/dImAkBIbs8UnmXW8vIyy8vLnD9/fqgaKgiWZVEqlVhYWNiXstILTT158iS1Ws03tgcgnZ/BddaYp8xaK8OxrMVyKULUUNTqLWKGIpFMcSzpsrx7YttpaByZlqxuqU7QpOMKmkrfQ3CmLnEdl7m05MGqS2PArNt6ERJRQToBWwG/Z+lICjs28znB8uZon4VAY3VT4+SC4tFGsNJvcQbuLe+tCJWCjVIUkBybs0gkNTYKwcpHaLct7w8ZJcinBY/Wgx9zZFqw3qcGlao91lCuqd3XSnJvRcPPemohD7fvDzo9tN+DobXYLBkDZPrt+01dYQcEyaZiikLA4PjclEPd8b/AiBoSy6flGdElzQF7bUopdE3gKoPt2uA074hosXh8lkQiwfb2Nvfv38c0zY7g47DFG+N4S7ZarR4/y24rvVHx6aef8oMf/ADAGxV6JRIBICS3A8UwctE0jaWlJUzT5NKlS/u6IvScSzKZDEeOHJmY2La3t7l16xbvvvsuU1NT3Lt3b6jiMzu3gHyyynSkzlYryVyqxUY1Si6tU6hGKBY0puKSfLzJTtUmEktSbrTJYHlLdVpdjhTYrsbRnItlSWoNydo2eMkzuZRGpCXZGRAJUG8ZOC4cn2NgVM1i3uXeQxtXQmFHcfa4zqN1GZjivJCHuw8tXAm3H9jM5zUSCYMnA8YGdM1lu+AyjLCWN1xeW1Q0azbHZg1KNY3qwIFmNfB99iObFhSrweQ2TASSiCrWSsE//WRcoxhwPCcWDF8PToCjM7ARMIM3O6XYrPrfH4kY1H2dQ1xfOy2AXNLpmd0TtC3YinWDlt0OZPW7aEloZXRdJ5fLkcu1PVObzSbb29vcvXuXZrMZqF7cL8YRiFSr1X2ZO3z66ad873vfA+Crr77i0qVL8IokAkBIbs8MzWaTtbU1pqeneffdd/clM/aSAT788EMeP348kWel3xzcqDZhuYUjuCurNA1BuWWQjbfjbeZ3xwJ2GhqCKMKxWN8AUNRibfVcoSRpWG0HElcKDE2RTSpWt3tfo1gVJKIacznJRnHvMVgOrG7C2aOCe6tPT/jHcg637z89Myrg7mOXmaxAN2CztHetTAI2t+2eWJT1goSCxdljBpWm1iNkOZKTLK0M/xtOZwT3lh0cF4plC03AySMGZsxgrSg6+0LdCkk/TCUZWrVNZwQrQ6rUo7M6DwLmApMxhppOB+21AVRqLfxPL4q67f/8eCQ4V24m5dJw/AnAG+nXaI9rlLpGCGZSTsAFjiLODprWKzyKxWIsLi6yuLiIlJJSqdSjXvSquv10Ybox6rlhP+4kn332Gd///vf5e3/v7wHw27/925645MyrkAgAIbkdOAalcReLRW7cuMHc3BzZbHZfg9l37tyhVqt1kgHGNU+GpwpNpdSeObhRyU0IQUtKoq11ktFjSCFQuOw09M5YgCs1MFMcn1E83hLUmlBr6sykoVSTPRXcdlUbOO9WbwksW5BPVinU9l6lKuD+k7YQY3VLMpN0uP1g8OexVVLouuLMUZ2l1XZWGbSHzJEutcZg4ri37BAx4cyiyfIWTE8J7vvE3vQjFun1yZQK7q86gEM6IVhcMKm1NMo+4wvdmMlqlFeDyS2bFpRq/o8xdIZmwx2Z0QJDVo9MK4oBx5tPKxqOf0UxnyVQZTmTUbuENBi6LgZ2U5VSxM323F6hZg4ksZgpfau+qbhEtCw0zd/wQNM08vl8R7TVaDQGOo0E+UceFPaTCPDJJ59w7969Pbe/KokAEKolDxVedXT79m3Onz/fGc6cBLZt89VXX6FpGh999FFH8NHtKDIKPIVmKpXi3Xff3fMDHGU9pRS3b99mc3uLoyeOk9XLSOkQjygSpqTaao8FaEKi0Kg7GovTT8/wWxWdxVm9R0WplGBtR+O1xb0nJEdqVJ00Zwbc52GnIplLu2zvBB+767aruKPTgkwCUIqZtGSjEPw8y4ZbD2zihkPCcAL3JT1Mp2s8WvO/8KjUFbeWLKLColVrcCw/WGkJbeXgsKotlRjcou3GiXmNWtP/fl2DQsDcGkA8GnzayKaCny+dauD9Qa3juOlS7ZkVVER1haYUO1UN19XZqEQGrmFoknpAkvdcWo7t7RiPxzl27BgffPBBR6m8tbXFl19+yZUrV1hZWaHZDPjA94GDiLt5lRFWbocE13W5efNmpzrSdR1d12m1guXXg1CtVrly5Qpnz57dE3Y6TuXm7dMFOaBomoZt+/s1earKdDrNhx9+iBCC+Tkdd2OHTXsa09SIo3bn3hwebBpIpdF0DY5Ou6zumhdvVzUWZmB9y+0K2hSsFnVePyb3OPwr1Y68ee2Y4t6y7Mj0BYrFvMvdx+3WXywCp49q3F8NJqvlDUk8CueOw+U7o1e+yajk8u32flzEtNkoxxBi78kwaiqaVgKGDBTEIrC66VCtK55sto9jNqcxmzdpOHpnzmwhr7E0pGpbyIuBVmbdqA0ZIj8+H5yDl4gp1gLicwwt2M4rYigskfH9WHJJGeiYMp1qXzxFdEXLEmxX9S6XEoUl/Y9tOuUMzNWD9qjGdMplZ22yoWjodRpRSnWquu5UgP1kvfUjNE0ORkhuBwwhRMeF/+jRoxw/frzThjQMY+xhy/X1de7du8d777030ENuVHJbW1tjaWlpaMJAUFvSU1WeOnWqk94NYEYjzM2kkdtFNpo5pG4QlW13kdn4DpuNKaTSaLk6R/IuT3Zz3gpVjblp2Cy4NLuuqFcKGgtTFdbLiT2zSg83BKeOajxel0wlJI26za0HT8+UTQserCleO65zf8Xt2UPrx3xW8tV1i1NHDSqN9lB3EE4fEdy+35ZvrhckoHNkRpJKajzu2+c6Nqdz5+HwKn0h77LUlyKwWZRsFtsXQdm0xrEFk1ZTx9Q1X7upqAmrW8GvdWxWsFYKfkyggz5tJeZKAPkdnQl2LFnIKQoBCQuaqoKY6r1RSWKGQiAp1zU2y9rA1O7ZjKQZsJena4DPTyWflBja+EnYfhBC7PGPLBaLPVlv/Qneo3QDuhGaJgcjJLcDRqFQ4Pr167z99tsdtZUHXddHbksqpbh37x6lUolLly5hmoMlcMMqLaUUd+/epVwuB67TfYyDyM3bN/RLF4jHY8zmFKpYZq0+RcTUeVLUySbSnEjYPNqOIpWg5QryiQaFenvzvVjTmM5BoeT2JC2X7SnOHJU8fCJx+g6n1lAcn3F5uOJQ9nHzuLciWchrNFqKUmXvY07OSW4utYnqwapD1ITXFiPcWxmspJvNwtLjvVX3ky0XtlwW53ViUZOVLcVsTnDXd2j8KaZScldE4n+yL1Ukc3mXOw9baAIWZnWm0gZKtKs6TxV4fF4bOkagB8yVQduuq98arRtCKHYCrLSAod6ebsD9Qigw0uBIcOrYloUrI1StKLarMTslsJX/6yeiCstnTjAR8U8HAMgnLKRUY7clR0V3KkB/grfruuRyubH36cK2ZDBCcjtg7Ozs+Lrwj1plOY7D1atXSSQSXLhwIVCAErRm9zrnz58fScgyyPzZm8sbli6QSsaxXYVUO6zUpjiaUzwuGLhSZ2HKod5sq+xkJE5W1SntBpnu1DVyU8COTaMrzflJUePYPDzZkkipmEm77FRcHu225zIJjYUZxdrW4PJsraCIR+HkEY2HT3YfoxQn5iS37vdeELRsuP3A4sisDkKwUXxKFNGIotV8Gog5CCvrLuByYkFnKqEzgocy2ZROcSf4gbm0YGl3lk4qWN1wWd1o/32EgIUZndyUjmubZBJQrgsGbaVPZ4ZXdpmUxk7AEPmxWRHsI5lSbFf8ySeblOzU+045ShIz256S8Yik3tDYrghsNw70qg8N6tgMnuUydUUlQKSST0pqPkbThqbIxl0cR9JoNJBS4rouQohDIbpBCd7FYpG1tTWq1SrXrl3rVHWRiL/HZVi5BSMktwPGmTNnfMlmFHLrHqg+evTo0NfzW3PcdTx0tyU94Uiz2RxpLk8pRSpuYtkuC6rKajXD8WmXR1s662WDfMJha1MxnVZMpaNETYdiFWwpKDd0YhEXgaLe0kjGIB6RIBULWcWTTZs7D3uJoFwHQxecPaZzz8cHstFqCzFeO66ztOKwON32ZvTDk00XTXN5/YTJw3WJ7QjmpuDe49FEO1FT8dW1GgszBvmcyfImA50yjs9r3F8JyKLZhanVcdzBEnOl2sebTmjcXGqzkqG3VZWZlI4Z0XClRrUpyGbMQOJKRIfL/7Uhadq5tOBJyf9+Xe6g6wkihoHtKGoNRan61Nn/9FHBZnkwmZi6whIp3726+awMJLf+6v8pFLMZSSwa4fr16+RyORKJROc30E1yh6V+NAyD2dlZUqkUruty6tQptra2uHbtGkop8vk809PTpNPpngvUer3O4uLioRzTq4CQ3J4hhpHb1tYWt2/f7gxUj7pmfxtx3IDSQevZts2VK1eYmprigw8+GFr1ua6LlBIhBDPZBEo1cGSFtVqak7vCkkLd4OwRh7urGlvl9hVzTLfZKAg04RA1dSK6jWq1WN3prRDTCYO5vMNGoffs5rhtS67XTxjcW3bwE3oub7icnlftNuIQyN0h7vyUxuKi4Ovbw0kI4Mi0xu377dbl2pbD2pZDOqFxejHCRumpSlETinpj+HEcmdFZ2wqenYoYsNr1nhwX1rYla9tPP4h0UlCpWMQigkRcEI0ITENrj60gsFzBdFZnoyQRuxZcss9dJJNUbPQJSTQh0TXQBWiapGVrZOMSoRRSKRxH0bLa+X61poudTNBydOiSA3WOMaHYKvtfPC3OEDge0Gy16K/0POSSTpdoqQ1DU0ilsV01eOdIg+vXrxOPxzlz5kznu+5VcEopXNftbCnoun4oVZ2XGJJKpUilUpw6dQrbtikWiywvL1OpVEin00xPT2OaJvV6/UDakp9++inZbJalpaWO3+SrgJDcniE8+61+KKV48OABm5ubXLx4scdSZxj624iPHj1idXV1rIDS/vVarRZffPEFZ86cGRq+qlR7n8IjNu/EMJuLI2ngqCrlVopTcw4PNtoE99rRNsE5UlCTBgvZOmulKA0LGkSJJyLMJ+weC6lKHUxd5+SC5OHaXga7/0RxbN6gUHKo9lUoc1nFzo7FtbsS04A3ThojiT0yCcWXV6rM512EmWCr5N9CjJpQbzj0X7tU6pLr3zQxDHjtRJSGpTOV0bkTUD16MI1hWkuYy1msbAf/nRfnTO4ut+f4BpkyGzoUCkZPGoEQ7dc3dDB1QTJjsrajsF1wHLBdevw6Xzumc+u+38lecHxWsF3zJ6/5nMZawPydCtiry8Qltg+xAaSiand8QBHRBbWWxnqtPdg9FXdZfdBW/54+fbrned3VmpSyQ3LexaTjOJ3HHATRDfKVNE2Tubk55ubmUEpRrVZ58uQJ/+l/+p9Sq9VYXl7m7NmzfPjhhxMdg5cE8Mknn/DDH/4QIcQnL/vwtodwzu0ZYlDl5rouV65codFojE1s3Wt6AaWeAGUSYoP2uECxWOSdd96ZmNg8zOfiTCcUSbNByxacnnMQSAp1gzMLbXJRaLREkjNdndOGJWi5JicW9gZTbuxoLE4Pnhta3VJEojoL097XWnFyTvJopUmx3D4h2Q7ceei098bS/ifTE/OCO0sNFIK1gsH6psXZRY2Uzzl0cVawVfSvxhwHbi21KJUalEtNTh1pE6IfTh7RA2fkoN0C3dwJFgilE4KHQ9Y5s2jsidlRqj3bV29C024Hse7U2v9vOb3EBtAKkOADoPt/rzUR7EiST8vA+3OpgJaxcqjWW0jHpVgzeFwwKdR0vKoxaj0ik8nsIbY9x6hp6LpO5P/f3p9HyXHW9/74q6p679mXnn3RzGi0r8Y4YH4BOzIQgy0BMo6TLwnJ/SJd+EJyuJeg5BJu9mvsQ8JJIMm1uORAyMK9GglskIFY4AAGLl5k7SNpZlqzL71NT0/vXcvvj55u9cx098z0bHKrXufIlrq7qp6nqp561/N5PovJhMViwWQypWNNFUUhkUiQSCTmid9KWSppcqqQaXd3Nz/5yU94y1veQltbG3/913/N/v37uXXr1oqPmXqJBVL/f0NXAshEn7mtMfnMdwvd7CORCBcvXqSpqYmWlpaCjpfywHzttdeoqamhvb294AwoIyMjjI6OUlZWtqRZNPUWmyqUmuuYDTVWVC2KSoTRaTutNQpDHvBHTbTXxRicMqJpQnJG1yzTP5rcLqEITIcMdDYrDGTEvGkIeMOltNZFGJmSFnk2BkLJdbjuZhGfP0bvQPYZ2vCkgsUs0NVqWOTZ2FQjMDAUmedurqpJcbKaBbpaTNwaV1DSa0USN24tL1C3qkxkYCTppWk0wJZmM4IoMurW5vUlElvaI6WmPM64L7/ZssEh5a1GIAowvUQIRFujkcHJ3N83OfLXqaurFPDmyTPZXCvkDQ+oKhXw5GijgEYki/u/QdQwiUmz6VSwhGweqQIqrdUJ2tvbczc+B0vN6lIhBSsxX67UU1OWZd73vvdx4MCB9NrgSvH7/Qs/ekNXAshEn7ltIJk3n8/n4/z582zbtq1gYYOkQPp8Ptrb29myZUtBN7iqqvT29uLz+Thw4MCS+9C0ZJVtTdPSAzgfTbUWamwyTZURxqdFbIIfmyFBIGamqzElXAKeoJHulgxB0QQm/Qa6Wxe/zboCVrY0mxbNfqzGBNX2KNcGophNIqY8r2/RmEb/sMyWJonSuWTv9VUwNBbOGe8ViWn09sewGTU6mkQqSgRGJ5cXmL+11cDASEbxVhluDsa44Yxg0OK012vUlkNXi2HJjCkWk4J3Nr+w2cwqwxP5Z21bmgx568xJIviWqKRiteR3NCqz53/MiFK+2DSNQJ7wA0eFml5PM4gaVoOCklAZ98CgS5oLHch+LS3KFKhxAoHAimPM5rU/y6xOkqS04KVmdSkrRy5WUu4G5gdxS5JUkFmyoqICny9LZvAiQJ+5bTCplFwTExMFr4ulmJqaor+/H7vdTm1tbUH7SCQSXLx4kcrKSrZv355eRM9FpuPISoS0udZM4NY0TWVRxmerKLdohP3JrCJdDSr9E8mB6Zo1sK1V5sbw7YfNmE9iW1uy6nXmM2jcCzVVRoKhBJqqYTfJOEcSuOeEaWBUobJUxCAJTHlz9+nWmILdKrC1WeXmrShyjiwWmfhmFAJBmY4mA3azyOASDiJlJQIjE7nX2WaCKjN9Uaxm0BQD7XUS0YTIpC97HFxro4W+4fzHbG000z+a+2EqAOEldHlLk4HhPImYK0phPG9GE5jMEztXUaLhyRNe0FQNgTxZVcwGDQGFYETANSsAt8WhwqbmFcYD3aVI8TBDQ0MEg0HKy8upqamhqqqqoMLBKRbO6lJ/UuMq16xuNeJWKPfee2969uZ0OuENXgkgE13c1ph8D3xVVYlGo8zMzPCmN72p4DQ/CwO8X3311YL2EwqFuHjx4ry0XrkylCy1vpaPVKJmg8GAo7wDiyWM022jpgKc42CUoK1GZiYEkYTIVMDAtlaFG8O3S8qMeiW6WgRujclziYg1qko0zJKKaFEJRxT6hmQWCsH0rIAoqjTVxBjz5F73KbfJ9PbHaHQYCUbAt0SOStBoqZO42pc0RzbVGbHbJW6NLW4DQFWZhHNkaQ/JlgYj1523FafEJtLSYAJRZNKjklAlyu0ig+P591ViFRieyt+H6rII7un8D8dIjtiwFHXV+cWvqUbMm9Gkpjy/I8nC8ANRULEbVVRFJZrQGJgwZs1WAlBZpjGdIyGQ3azSVCUiCA00NDSgaRozMzO43W5u3bqFwWBIB12vxiMxm/lyodClRC7lLblcQqFQ1qxFK+Ho0aM8/fTTnDt3Dr/fT7E4k4AubhtGNBrl4sWLiKLIrl27CvauSgVmW61WDh48WPB+Ujnv9uzZM6/IYTbRyhyQyzFDZhKPx7l06RIOh4PW1lY0TaNvQqajNsqA20JHo8atCRjxGqgtUxielLFZIBSGrY0asyE57TKoytDRAIHZBKOTMkP+28cRRYEdHaZ01pFMVFVkYtpGk0PG41Pn3NFv01wdp29IAUSGxhWMBtjebqZ/JJazmvPWVgPX+m6vs41NJYAEDQ4jZSXJmLqUyHW3zResXLTUG9KhBCmCYZXegeRxJBFaG004ak14Z8AzkztdVnODgf4lYvOstlL8OTK8ALQ2SExmKTWUwmyEqTyzMlEgryOIJGr4w7lf8MptKjNhCbtJRtA0ghENdwAmVQEQ6GoUCOeoCSeJWt4clVtqZDJvY0EQqKioSIfORKNRPB4PfX19RKNRKisrqampobKysuAxl9pOkiSMRuOiUINIJJKOdVvOWl0kElmTMjupmm6HDh1a9b7uJHRx2wD8fj9Xr15l+/bt9Pf3F5ziJ5WzsrW1dVXBmymz6HK8MzMdR1YqbKFQiMuXL9PV1ZVO1CwIAp11Ev1TMm3VMYY8ZtobNIYmNNwBia4WcI4pjEaSD7C6ChieiBPLsOhVlEiU2FUisdsPb1UF57jGtnYTg+NxYlkqeE94DZSXCNSaNUZdCpKoUGKYpW/IQuZsKyFDrzNGbZVEiU1kcHy+w0lS2LJHRE+4Eky4EtTXGKgoN+DxKwyNZ2nMAkRRIxpXF3khZqKoEI+rvHwhiKaB0SDMiakBBRHfLISjAnaLwEiWcIlMmuskJjz515niiTiQ22ze1igxkifrSYsjf0aTZoeAd4E4WQwqVqMCmorNJDLm05jKSKydQhA0QvHc4tVQpRKMZ3+8CWi01+af+VosFpqbm2lubk7nhXS73dy8eRObzZae1a3UuzmTzFndxMQEwWCQ9vb2ZQeQp8akTnZ0cVtjFj78x8bGGB4e5sCBA9hsNm7durVi8wMsndtxOaiqyvXr15FleVEdt2ws1yMyGz6fj5s3b7J79+5F6wKSJNLdINA3kUCuAk/ATGu9xvCUhmdWoq1BYGxKJpoQmPKLNDjM+PwxAnOVof1BMBuNbGlS5syAtxmc1KiuNCEn5KxOGTNBjdkQ7OwwMDQcYtKX++Ht9im4fQpb20y4fDKBkEZ7g8T1gTypPuaY9Mi4vAm2tpoQykVGpxQieSZv3e1mrvUv7XEpikJaABOyxvB4HLgtnjWVEm0OK9GEhqoJhGICgfDiGZ5RSsZ95aKuWsQXzB1mIAgQyDMrg/yOIqBiEEUqrQk0TSUS1fDNgmfuHBkNUFEuzquonUlzLQSyVjSfO3aee7u+XMVmWr4DSba8kG63mytXrqAoClVVVdTW1lJWVlaQQ9fU1BRjY2PzSlktnNWl/p4KIF9NseO7BV3c1glVVblx4waxWIx77713Xv21lRYXHRkZYWxsbFUOKPF4nIsXL1JdXb0sr8pMx5GVvh2Ojo4yMTHBgQMHcr7ZCoLA1gYJYTKZVWQ2bKS9TmDYpTEdEmlwGHB7ZYJRAV9QoKTEjMUUT+d8jCXAJUvs6BDodc531PDOaJiNEl2tEv3D878zGTUaqzUuXY9SWSZRXysx6c5/PfqG4ljNAru3GrkxEMmZBWUhW9tM6Rme2STQ1WZhNpyqKHCbmgqJvsGlzZbbtpjSVQlyoWlw8XpkXh5MSYSq8mTwuNksYbFIRBMKNWUC0UQyRdlC8SsrlZgO5T5OXWWcmVBu8asq1QiEoMImYxQ1mMtYEo2rhCIaVovAVWfu7dvrRabyhA8Y8iSBrrCrBKJ5TJK1hdVUhPl5IVMZRHw+H6OjowQCAUpLS6mpqUlnEVkKl8uVfvnNfOFdKtRA0zRisZgucnnQxW0dyBSS7du3z7sBDQbDssUtNdNKJBJL5nZMza6ykaoH19XVhcPhyHtMTdPQNI1oNIrZbF7R4NE0Lb1GcfDgwSUdZgRBoKteRENG0QTG3EZaHSrDLpGZsEhVpQHDrIw/KBCMCpiNJlrrEmlHCU2DIbfI9k4z/YOxeRWvYwkYccHOzqQgKIpGe4PA2FSM3oGkB6LHLyBJGju7zFy/FUPNc1lspihXeiOU2CQaW030D8fJl82/u904z3QZi2vpf7c1mbDZDNwal1HVZEqshWnFFh3fIjDuWvqhXFNpxD87X9AVFdzTCu65IPPONgtDC0ytFpOA3SZitQhUlEpEgwp1pUJ6XUrg9t81NNR4BLMcRlFBECQQDKiaREJO9tVYal5kzs3EUWNgJs9ENZrHY7WyVMMXzP3oqirV8OVyJDGpNFau7OUyH0ajkbq6Ourq6tA0jUAggMfjYXh4GFEU5zmlLBxLLpeLoaEh9u/fn9eSk7lWB8nnwl/91V+tyXpbMaOL2xqjKAqvvvoqW7duzeqev9yyN5kCuWPHjiWDw3OJWypf5d69e5f0rEo5jrS0tHD58mUEQaC2tpba2lpsNlvebRVF4fLly5SUlLBnz55li6IgCHQ3SKDJoIkMuQyU2TVEVcYfEbHbjRgNMm4/xBICCcXI1haZvgzPw2EXtDSZcXviBBc4SAxOqOzsMOD3x+gdWDzrUZRkhe36WiOoWlYB6WiSGBiChCwQi6t4/VFqK1UsFiNjrsV9anJI9A/mfnIPjSVNieWlEt1dZkYml74fWhtNSzqltDaaFs1UF7Kl2bRI2ACicY1oPHlOS0sWz3gzqa2QmYlmux+S595uVecqgme/B8pLYNyb+/5ocQjMhHKLW025gCtH7J0kaovMlUZJxSiozISgplJFXKfJjiAIlJeXU15eTmdnJ7FYDK/Xy8DAAOFwmIqKinSogc/nSwvbcmZ4KTRN40tf+hKXLl3i5ZdfXp+OFAm6uK0xBoMhb9205ZglZ2dnuXTpElu3bl1yppW5z0zzoaZpDA0N4XK5uPfee/OWzkj9PmXXb2xspKmpiVgshtvt5saNG8Tjcaqrq7OuLUSjUS5dukRzc/OKKhBk0t0ogpAANEbcRgQkVFnGYEhmm5dEjUkfqKrAVMDIji0CvbduP6SnpqGs1ESJLYHLq1BfBQIKIxMyr/cmS980VMeZ8GY/D5MeBUmEnVvN3HDG0jkit7ZKXOsLL3L0cE8nK1/WVSWQNSPTc0l/S20Cs0GZRGLpNR2LCV6/EiQW12iuN2G1KHhmBMKx+cOyodbAzSXMlsnLkf+pLQggL1GMtKZSwpmjwkIKs8UIeWZd9dUi49O5j9NYa2A4jyOKxSzlnNUZDRrTodyPrfoKhZBsRETBatAIRmDMmywDJAoau1sKN0muFLPZTGNjI42Njaiqit/vT79sJhIJtmzZgizLyxY3TdN45pln+NnPfkZPT8+KRPFuRBe3dcBkMuXMeLCUWdLlctHf38++ffuWHaCZErfUzZ6KK9M0jTe96U0FO46Yzea0x5gsy3i9XkZGRpidnaWiogKHw4EkSfT29rJ9+/ZFxVlXSneDAMiIgsaox4jZYkSRZfrHkw4GrbUys0EFo0FAUQR2dYh4p2UMIqCpSW/CBLTVwZW++U/HSAwiMTs7Og04R6LE4ouvj6LC9VsJHNVGDIKGzaxx5Wb+yulTPiOCAG2NKr6AiklScPmWjl9MJkXW0u0YnUzOKgUB2pokSksMjLmT61NGg7DkOt+2dgt9S8zatraZcY7lF66aKgMzecStrkrD5c/9omQ1gzeY24PQZFDzBnVXlcFUnri35lrwhXK4/wsKs4FpBEM5rqBhUWWDznoVe+E5E1aFKIpUVVWlRW7v3r34/X56e3tJJBJUVVVRU1NDeXl5Ts/If/zHf+TcuXOcOXNmyZdVHV3cNpxcZklN03A6nfh8Pt70pjet6ObNrAyQMmcuN89k5iJ1PhE0GAzptYXUAB0aGsLn81FVVUUsFkOW5VVldoA5gRM0BGTGvAZCqoFWh8ywS2DUZ6ChYr4DSX2VyJgrxmxovljt6rZy0xlZVGC0f0SmutyEUVIZmcwuBuGISnWpiqKA3SoQiuSfhWkaDI2rdLUYUFUJWVaWTFnV0WLiWv9ir0tNg8HRGBBDEuHgbjuRmEp1uYg3R2C50SCk19NyIUkwE8rfj7pqw5LiV1pmZTqcW2nbm0wMTuXevqFGwZNDnAAclVLeWZ+s3n5x0DSVErOGhEIgqBCJx4iYa3Juu69t42Zt2fB4PDidTvbv34/JZKKsrIzW1lYURcHn8zExMcH169ex2+3ptbrUc+DrX/86zz33HM8999yqshrdTQiryan2BmfdOh6Px3PO3EZGRtA0jdbW1vRnqfUqs9nMtm3bVuydePnyZdra2hBFMW3OXCod12oyjqRMnj6fj927dxONRnG73Xg8HoxGY3qdbjWDsG9SYHxaZMovMRMWKTcnZ3AAjZVK0klk7hlbagNRSTC2wOuxwp4gHIozE1w8k5JE6GyW6HVG582KtjSIjIxHCIaSH5bYRJrrTdxwRnPeMIKg0dlsoHdOrEQBtm6xEo1pjLkWi8XWdtOywgmqKw2EQjKRaLItNVUG6mvNKJrIhEchOreEuGurletZgtcz2dllWbLMz7aO/DO7xloJT55K20YDlJeb03XrFiKK4Kg1MZtjMmwyqJSWmUnkcP+vr9SQkbAZFBKyhtuvEc5IzdXRqOENZX8pdJSrfPCtS8cbrhder5f+/n4OHDiQ98U1VdbG4/Fw8+ZN/viP/5ht27YxODjIiy++uBGVt4vG/VIXt3UglSQ1G+Pj48RisXSJjVRlgJT5rxCuXbuG1WplYmKCvXv3LjkAVptK6/r16wBs3759kRBHIhHcbjdutxtFUdJCl81bbCmGPAIDUyKRmMDUjESFReX6SPKyOcpVRsZj6dgxgwR15cqiKtsWE9SUqfQNZn+wNTkkAsEE8VhytnbDmf3J3FhnxCAJc3Flt1kobAvpaLUgiCJDc1W3K0s1ZoJKzgd4er9otDaa5mZxizFI0NxgpqrSSEyWmPCoWQPXAUxGAbvdsGh2m0lDrQFvIP+g2NpuyVpLL8X2LUaGXLlfzDqbJSZncotjc3WUQKJs3mc2k4J1Lt2WxSIx7BbQsqTbKrWqSGZT1u8ADu2Ns72psFI0q8Xn89HX17eksGXja1/7Gl/72tdobW3l+vXr3HffffzN3/zNkg5eq6BoxE03S24wBoOBUCgZQJQKzN65c2fB61WpNz2/378sc+ZqArNT1blrampobW3Nuq3VaqW1tZXW1lbi8Tgej4eBgQEikQhVVVU4HA7Ky8uXddy2Gg2zQeHamESVXUGWYXubwI1hFdeMiKPWwmwghi+gISvJBMs7OuD6rXj6IReNw6hHZFe3lRsDkXnhApBMgNxcK6EkkrFvuRifSorTtg4zk64EM0F1SWEDcA4n99ncYKLUbmA2pJDwL/2Q3dllzbveJytJ86XRKNI/FEYUwFFjpKrCiMEgEoomTZWyIrC13cyNwfyztpISCU8g96ytvlpiOI+wiSL483g4Asha7u8FASSTnUpjAlVOMBtKMB0U8SjJR1RlqYY6a8gpXg01Us64OJtJY2vD5gpbyhS5Ep577jn+5V/+he9973tUVFQgyzKvvvqqHgKwTPSZ2zqQb+bm9Xpxu92UlJQwMjLC/v37C75ZUwVKZ2dnl101u1BhC4fDXLp0iY6OjmV5cC4kta7gcrkIBAKUlZXhcDioqqpaMh7OF4QLQwaCEYGhSWioVBlxa0TiIhaThkGNM+q6fb4d5TIuj0JwwVpZfbXAjD+Gb0altlLAblZxDseJz3k2tjYYmA0mcHnyO2ZYzAKdLSbicTlnGq6FCILGlmYTLk+c8tIE4ZgV/2z2W7CmUsXnZ1FV74Vs77QuykWZiUFKzhzNZgOSJKIhEI0LzIa1edXKm+oMuPz5j9W9xcLgRG6B2NpmZNSTW7ya60SmwwYkQcNu1bAYVEQ0FEUjGlMpsYsMuXPfB621MfyxsqzfmQwaZWVGEjnygN7bJXPf1o1fb5uenubGjRt5kxnk4rvf/S6f//znOXv2LFVVVevUwqwUzcxNF7d1QJblnB6R09PTXL16NR0PVmhlgHg8zoULF3A4HCiKgs1mo6GhIefvUzXYIL/jSK4237hxg507d85LslwoqQzsLpcLn8+H1WqltrZ23gL6Qmaj8MotA+GIwI1hqLRrREIxzCYBRJF4LM7gxO1xWWYHLZFgwpO8DjZzsryKxaChKTLnr2afFRkN0NFi5HpfaNEsL0V5qYDdpBEIKtTVGrl5K4K6hIv9ti0mrmbMxEQBOtutSAaJWyOxdGZ7owHKSwTcvqVK6IhoiATzOHcAbO+0Zc1+YjYJVFUYKLVLVFSYiCcAQSAhK4TCUcwWG4oqEouD3SYQzAxPEJJPQEFIxnYJQFO9iUhMwyBpGMSkmKOBqiYFzGY34PJpzIS0rPkzW5vNOQuellrBYDblTBLd2ajhybHWJgoav/VADHvhKSALYjXCdu7cOf7iL/6C559/Pp2TdQPRxa0I2HBxSyQSvPbaayiKwlvf+taCU+ek4uC2bdtGTU0NQ0NDSJKUdc1uNetrkFwjHB0dZe/evevipaVpGqFQKO2QIopiep1u4Yw2moCXnQYCYYGBETAZIB6LMenREAWV1loVl1fGIIEkCkgSmESVvsEIM7PzRaCrxcDgSIRwNPttUF8jIWjKojW29kYDE1NRZoO3r6+j2khVpYGbzsiiyuAAOzrNXL6eO5dVZbmB5kZLMj6v1jhPBHOxrdPGzSWqf3e1Wbg1ukR4wBYLztH8s5rtW215f9O9xcJwHg/J5joJb56MIu1NBlyB3C95O9oNjOUIrxDQqK7QSGjZBaS7QeGd+/Ofg7XG7/dz/fp19u/fv+Ix86Mf/YjPfvaznD17Nl2GaoPRxa0I2FBxS6XAamlpwe12c/DgwYL2nYqDy3QcGR0dRVXVeR6YsHqPyIGBAUKhELt37y54hrlSUp6XbrebRCJBTU0NtbW1lJaWIggCsgK/GDAwE4KhSYFoTEOSZ5iYTj5EGqo0Riei8zKVtDcIDDjDRBfEtpWXiJRZNQZGspv2BCGZRqv/VphYTKW73cjV6yHUHHdOg8NIaYmBvozsJDs6LVy+HlxW37d3WInGFErsBiY9Mv7Z7LOy5nqVMVf+5XKjQaCqwoRnOrcoGY0ClRUmvP7cs8T2ZhPj3tzHkUSor7PlDFOApICOunIPty0tZqb82b8zG6GszEQskf3eba+H6Uj2YGaLlODhe2Qaqzfueb0aYfvpT3/KiRMn+M53vlNwMoQ1QBe3ImDdOq4oyrxYNpfLRV9fH3v37sVsNnPx4kXuvffeFe1T0zRu3bqF1+tl375988x3ExMTRKPRtAdm6veFCpuiKFy9ehWr1UpXV9emJWeVZRmPx4Pb7SYYDFJZWYnD4aCsrIKXnSYmvXGmpgVCMRN1ZQq9zgQaSTMWSozRqdsP7aoyATUen6u7Np+trQb6BiPEswR2Q3K2ZjXJvHphdlntbmkwYTKLGCW4djO0rButpcHExFQ03QZBgLZmC2WlRlw+Bd9Msi8ldhFJkggE85st92yzL1llYPc2W9b6dykEAdpbbYzlyWm5s8uKczx3D1vqDXnDB1obJDx5ZnXb2yTGp/PM+holpuccWQRUyqwaoqbgmVGxSFH21V7AbDanzd7rGSM2MzNDb29vQcL2i1/8gv/yX/4Lzz33HC0tLevUwmWhi1sRsO7ilk2QFEXhlVde4Zd+6ZeWvT9VVbly5QoGgyGr+33KSaOrqwtYneNILBbj0qVL6RRcdwqqqqZravl8PmRZJl66n1m5mnhUZdwnUFOq0TcUJyHPzSgqFK4N3J6VSRK01JDV7FddIWIU1XlmyKpykXK7mqwEoCUDlGMxhdHxpTP47+g04/aGMJtgdIq8a3JV5QbkhII/kFtEWpssVJQbMVsNeb06AarKVIIRYzoOMBuVZQaispB2psnG9k4rzjwVv40GqKqyMhPMvY+udgtj7tzfd7aZmfBl/04SwVFjIhTNEfdWBbImUWpRkWUV1zREM2Z4v/6AQkd9sq6gx+PB4/GgKArV1dXU1NQUXKImGylh27dv34odxF577TU+8YlP8K1vfYv29vY1ac8qKBpx00MB1glFUbhy5QpGo5F77rknLUiiKOb0pMxGLBbjwoULNDQ0LDI7psjMULIax5HZ2VmuXr1Kd3f3RntoLYkoilRXV1NaWkogEJjLwu5i0OtnxtRGtT2OnDCwtdXI2FSCmVAyNGB3t5Ubc5lKFAUGp2BHt52R0fA806XXryIIsLvbxvhklIpSjRsDIcYzLtXgWBxRgF3bSxgbj2YVI0HQ2LbFPM8UWV1poLHOwsBwhMiCNT6LWcBsAo83/7rX8FiUUrvIK6/NUlFmoLHejGSQ8AVUPBnZSQQBysutzITy76/OYaJvKPeszWiA6TyiBbBti5X+sXyVvA15ha3ZIeUUNkgmrF6YissoqZRbNURBwSQZmHJruLVkYdtMGqs1Ouach1Mlatra2kgkEvPSyJWXl6dL1BRqeg8EAgUL28WLF/n4xz/O6dOn7wRhKyp0cVsHIpEIr732Gk1NTYtMDCt5UwwEAly+fJnt27dTXV2d83ep3JKZNdhW+kbqdrsZGBhgz5492O32FW27UaQqe2/dujV9Prq6YMQV5fywBY8ngnPMSFWpTKlVIBAWGXFBa5ONaX8U39y60PCURlmFjZqqBIOjcUCjrkqk1AYzgThGI0SiataZj6rBdWcUs0lgz84SrveHSMyZEi1mgYZaA1duzHce8U7LeKeD2Cwiu7ZamXQn8PplBDSa68zcdC7tQNLaaOamM+m/7w/I84S1qtJIg8OMKImYLRLX+vM7UDTXS3mFDWBbly1vRhOLWWAiz1ocgMlkIJ+BxGIzQI5ICgEIRcEoRKkokUDTmAmqeHzg0aCuSpiLa8t+n9+/M0eqMqOR+vp66uvrUVWVmZmZdFosk8mUNl8uV6RSL4SFCNvVq1c5fvw4p06dSltddNYO3Sy5Dvj9/nTQcjZ+9rOf8da3vjXvPqamphgYGGDfvn1Lis3MzAxDQ0Pp0jgrFbbh4WHcbjd79uy5YxOyppLM7t69O2vpnnAUXuoz4pqG8YkYoRjYRT+uaRNVZQLlJQYUWSYaTT6wNS35H0lUuTkQZmZ2sfmtu83I0GiE2VBu01xluURtpYHJqSgGUWHCtbRnnijCtg4bJTaRl5exjldiFzGbJLzT+fddW2UkFE3OQOtqzZTaDSCIhCIa7mmFhJw8dmWFhn82d0b5EpuIZDISieUeIru7bfSP5rZAtDXk94BsqBWZid5ugyRqlFk1LEYNUdAQiOEJGIkksrdzW7uJienslonaco1jv6qyUotjOBxOr/HKspw2X+ZKOjA7O8uVK1fYt2/fijOGXL9+nQ9/+MP827/9G7t27VpZQ9eXojFL6uK2DqiqSiKR+0GUT9xSCZSnp6fZt2/fkmUtUhV5L1y4gCAIOBwOHA7Hsha0VVXl5s2bKIrCjh07VmzG3CimpqYYHBxk3759efulqvCTmwbGvSKzgQSjLo3ashhDo3HicvJB21SdYGAwlozrmsNRJaIkEoxOLJ7N2K0iTQ6RqzdDWeOzQKO73UwoGCMaCTOeJ/1U5jY7u6xc7g1SV2uirtbM2GSc6ZlsZk7obLPSP5g/WFwUoaXJwvBY9vVAUYS6GhNVFQoqRiwWG7GEQjCsEAyTPj8Au7fbuTmU+/4ttYsIBtO8c7iQzjYL4575J8xk0LBZwGzUqK0yEo1DPK4SCKlMB7S0F6ogaDhqREKx7O79dVUCEcVErufwkbeo7G5f3fBOVcHweDzppAMp86XBYCAYDHL58mX27t27YktHX18fH/rQh/j617/Ovn37VtXOdUAXtyJgU8XtLW95y6K3wdQ6nclkWlYC5YWOI6n6ay6Xa15ex2y5JhOJBJcvX6aysnJZ1QM2i6GhIbxeL3v27Fl2/apXBySGvSKRsMKNIZUym0YiFmPCPZcM2RwlFo7jnbl9fkUROpskevuCiyoJQNLrLxqVGZu8LR4NNRICKoMjtx08mutN2KwiN52La8DB3Jpch5WrC8IDRAE62m2YjCLO4UhaOPZst+eNkUuxZ0fJInPoQirLNaJxU9b+WcwCJXaBilIVRRMxGg2YzCaMBgOCKCQDsgFNE6isMBKMpAK4b3t3ogGChsUikVBEZFklGtMIR1WCYTXdp5YGY964t6aaODPx3MkC8s3aKks0PvoelbV8T0slHfB4PHi9XgRBIBKJsHv37rzLBdkYHBzkiSee4B//8R+555571q6Ra8ed+SAoAF3c1mPHmkY8nntN4xe/+AX33HPPvPIw0WiUixcv0tjYuCxX4KUcRxKJRFrootEo1dXVc270Zeniou3t7ZsVKLokmqZx8+ZNEokEO3fuXPGs8uakyJVhA3JMpndQBTQcZUra9V0SNartEfqHFDLHs6NSRFMSi4K3ISmA3W0mhkZC1FdLXOsL5kyR1VRvwr5A5CQJOlrMXO/LL0I2q0hHmw2TSeTitWDOfIoputqtOEeiOWaWc20XNJoaLUy48uSHFKC9zc7IRO4Xs8Y6E9NBIacnpihCU6MVly/3cbq22BbN6jLb2VBvZSbHKVpq1vbwvSoHu9bvmRYMBrl48SJ1dXUEAoF5RXyXypk6MjLC448/zjPPPMN99923bm0EOHHiBE899VQhmxaNuOkOJZtAygEkJW4zMzNcuXJlSceRFMtxHDEajekqwIqipD3E/H4/sizT2dm5ZFmczSI1gy0pKaG7u7ugWWV3vUqFNcHP+420NihochzPjMSurRb6B6PEEgKuWRs7ugXGxkMEgsmHsWtaRRDEuXpwURLy7QdlfY2InJCxmkXmluxyMjZXfLSx3kKpXeTWcIQmh3FJYYNkPblIROFG3yx2q0RLowVZgaHx2KJYvPJSCc90Im9bALZ1WekbzB8bt2t7yRKlczQQZBQ19wx6R6eV/rE8Ad3tJsZyCBtAd7uJ0TyOKhVlRiI56r2VWjX2bVk/YUs5NGUWEpZlGZ/Px/j4OL29vZSWlqbNl5mWhvHxcX7t136NL33pS+subOfOncPpdK7rMd4I6OK2CaTEDWBychKn08mBAweWXJQuNDBbkiQcDgeqqhIKhejs7MTv9/OLX/yCsrIyamtrV+UKvZakiq2uRZydo1zjPfvi/Md1I4OTZsptcQKzCtu2mJh0x3FNw5hHw1pqo8Ehp8vdaJqAcxyqKgUMgoxJEvH5FW5lZNafcCfrq1WWm7gxkNvbcXwqTl21kfZmM6KYzOmYrQp4JltaLIyMRYgnNOIJmZlA0unEZBLobLVhNomMTSUIBBUcteYl1+MaHEZujeQXtuoq45KpunZ22+nPsx+7TWTcm7tvkgjRRG4PSpMBpkO578G6KoGJLMJmMaqUWVXu2QqStD4Tj1AoxKVLl9izZ888M7/BYEivc2uaRiAQwOPxMDw8jKIo/OAHP+CXf/mX+cxnPsMXvvAF3va2t61L+1I4nU46OjrW9RhvFHRxWweWEh2DwUAikaC/v5+ZmRne/OY3L1nBerWptJxOJ4FAIG0ObWhomJfA2Ol0YrVacTgc1NTULHt9ay3J5uq/WgwGOLQ7wet2kStDZiwWmV5nDE0z0NWkMDoZw2YQEASRfdsshIIxZkPJys4eH6AZaapNMBuKA/NNo9OzItOzMl0dJchxmcHRhcHVSceRGwNBxieTD3S7TaK7y8KUK47Ls3iW1NZsYXwqSiy+ePYTj2vcHEjO/AQB7j1QQSyu0dVuYWIqTiiyeBuDAQxGI7KSX7iqq8zcGsk9a7PbRCbzCBdAXbXGWJ7fbOuwMjiVJ+C7zcSwO/f+U7M2s0GlzKYiqCr+oIrbA3Ip7Otcn8dZqiLG7t2789ZKFASB8vJyysvL6ezsZHp6mh/+8Id8/OMfRxAEzp49iyAI3H///auuWJ8Lp9PJoUOH1mXfbzR0cdsEBEHgxo0blJWVcfDgwSWFajUZRxRF4dq1a5hMJvbv3z9vW0EQqKiooKKiIl0XzuVycf78eYxGIw6Hg9ra2hVnNS+EpVz9V8uBLSr1lRo/6TXQ0SoyPR1jyA0NtTZcrggjk8mHf5ndQJlVYHj8thiMuo3YSkxsaVXp7QsvWgMbGkuKws5tpXh9MabccSpKJarKRS73znf1D4UVrlwPJfNWdtrRNI3+W8l1udZGMy53jGh06SD/XdtKeeVCIP1vQYB6h5nqSiOyrDLpjjAblti1rYyrN/PP7HZts3MzRzHXFFvabNwczC2Q9TUGJqZzz7osZgFPIOfXWM3gDmRbV9Uot2lUlgkosowZFY8X3AtMl+96s4RhHWZt4XCYixcvFnRfqqrKCy+8wN/+7d/ywAMP8MMf/pBvfOMbbN++fV3Wus+dO6cLWwa6Q8k6EY/HyXZuo9EoP//5z2loaGD79u1L7idT2FbqVBGPx7l06RJ1dXUrzlcXiURwuVy4XC4AamtrcTgc61IB2OVycevWrSVd/deCeAJ+cMWAa1ojHpG5PpjAbITqEpnejFyM7Q0iY+Nh/AsKeFaXq5gkAedwdsEwm2Bnp5mRsdCy0nRB0kW/sd7I6HiUKVd+kQHY1mlnYDiyZL23vTtKiMsaZrMBVYNQWMUzLc+r2F1WKiEajITylM5pbTIzNZ1/jbG708bQRO4GdbUJjPtyX9tdXck0XOV2DbMhWSYnFFbx+FXicrIKeK5sJk018LsfMKy5x28kEuHixYsFlXry+/28//3v5w//8A85fPjwmrYrF+fPn8fn8+H3+3nyySf58pe/XEiC9qJxKNHFbZ3IJm4px5FUyp+liouuJuNIMBjkypUra2LiywwxSGXqdzgclJSUrPqBkgog37t374aaQn/RJ3JzXAI5znVngmgcmmtheCTEbCh53axmqK8ka4xbV6uR0bFQOjbNataoLk8w5dEIR5Lldrq3WPF6Y0y48ovcji4bfc6k52VnmxWDQWBgMJx1ba612YrLk8hqtsykrtZEKKISCs8XHEGA6spkxW6LRaK01MxMUCUW1whHNGbDCkpG0U9RhJZmOxPu3NlKutrNjLhyt6W8VADJjKqqmA0JDJKMSQK73YaiaIgiBGMGpgNa1kHZ2WJkaib3rPD/fY9Ed8vaxmiuRtgCgQAf+MAH+OQnP8nRo0fXtF3L4eTJkzz11FOcOnVKF7e7lA0Vt4mJiXQgssvlwmg05nSYWG0NNq/XS19f35JrBIWQSCTSWRxCoVA6xGApN+iFrNbVfy0Y9gj89LoRry+BSYgzHVAJRaHEKHMzo8BnZUmUaFjDMz1fUKxm2NIoEg7FuOmMEI0tFhwB2NJqJBZVGR6bvyYnicliogtNlwBmk0hnuxVZSZotVTUpWNG4RiBLNpVM7DaR0lIjU+78s8A9O8q41r94Bmq3iZSWGLBZReodFkKpmDZhLp5trkBpKq7NZjeTkJNFSJP3LiiKhqJqyLJGTY2FoUmFcCT7kNvabmTMm32FxCBBfZ0Ff46qQVubBT7y3rVdXUkJ244dOygvL1/RtsFgkKNHj/LRj36UJ554Yk3btUHo4lYErGvHE4kEqqom11T6+5mdnWXv3r0YDAZGRkbQNC1rIuTVCtvIyAiTk5OLyuKsB4qi4PP50lUJysvLcTgcVFVV5RWrlKu/3W6ns7NzUwPI4zL84LKRWxMqkhJjcDhGVbmAzQxeX4RgMIzZbMVglLAaNWZnoggCBEMyE64E8YRGZZlEbZXI1RuBvKbCRoeGiMDQWIKKMgNldpHBkfzrYQClJRJdW+xoqsbVvhBynpzIgghd7bYlPSjbmi1MelVkOfcwaG4w4w2Q9zd7d5Vy41butbjOVgvjvtzXt6VewpujijbAzg4Tw57s95IA/O5RA001a3f/RKNRLly4UJCwhcNhPvjBD/Jbv/Vb/NZv/daatWmDKRpx0x1K1hFZlrl8+TI2m40DBw6kH+KSJBGLLTZVrcZxJDUTisfjHDx4cEPc+iVJSmdBUVUVv9+frl1XUlKS9rzMbEvK1b+hoSFr5fCNxmSAXz2QoLdW4JV+CzV1ImosTu+gjNkgUVlm56YzDiQVpbrCgNWopJ1IAKYDCtMBhYb6UipK4dqN2awFTcddyevZvQUS8TiDeTLqZ1JWYmBoJILPn8BsEtm6xYrZJDLlieP2zheW3dtLuLJERpNSu0QkJuQVLZNJANGALOcWri0tlrxOJmaTQFSRSOY2WYwkgmA0k+s902pSF1UFyGRfl7AuwrZ9+/YVC1skEuGJJ57giSeeeCMLW1Ghz9zWiUAgwPnz52ltbV1kfnS5XMzMzLB169bbjVmFsMmyzJUrVygtLaWjo2PTU2ml4n3cbjcejweLxYLD4cBut9Pb20tXVxc1NTWb2sZshGPwwkUDfSMJtKifCbeReAKaagV83ghTnttTptZ6idlAlNGJxS8p9bUGrCaN3r75trT2ZhOJuJI2T9ptArWVKtN+hekcD/GuLckSPOEsbv4AFWXQ0lRCLK5hMYtcyVKrLhNBgO6uUvoH89eE27uzjN6B3L8xmwRqa224p3NPVffuKKEvT1zc7m4rzoncbdjaKjDhz+6pK4nw+79moKpsbe71TGGrqKhY0baxWIzf+I3f4L3vfS8f/ehHN338rZI3dOMz0cVtnejt7aWyspLKyspF33m9Xtxud9pbcjWOI6lUWi0tLTQ0NKxJ29eaUCjE8PAw4+PjlJSU0NDQsOzkzhvNxMQEL1+X8attRMMygdk4Q2MykgSttXDt5u3ck4IAnc0St4aCWdfBmuuNCCgEg3FsZnKWthEEaGkwoKkJRiYU1DmHjl3b7NzoDyMrS9+qO7vt9N8K46g1U1FuAASmZ2QmXTG0jOfV3l1LhwZs77IzMJI/Lm7frjKu38q9ptdUb8QfNpCrdGF5qYhoMs/z3MzEUSURVYzpGbDJoGIzxtCUGKoqsqMNHn176ZqY3mOxGK+//jrbtm3LOl7zEY/H+c3f/E0efPBBfu/3fu+NLmygi1tRsK4dl2U5nYVkIX6/n7GxMXbu3Lmq9bWZmRmuXbvGjh07Vvy2uZGkXP337t2LIAi4XC7cbnc6uXNqVrfZpJI07927l1DMwPdfN+CZljFocW44Y8QSApWlAkbi9A/dnrFZzALNDoFr12fT6brqqiUqy0QCQRlN1TAZNK73ZTdXZlJWKtFQK6IqcW4MLK+o7a5tJfTeDGbdt9Ui0lhvwW6TMJpEPNMKbp+cNXkyQGW5AUQDwTyhAR1tFsY9uUMDBAG2tNmZ8OTex85uG4MT2Xdgt0BXq4m4DImExvSsin/29m+ryjR+4wE3M9MeBEGgpqaG2tragu6hVEWNrVu3rrhAbyKR4Hd+53e47777+P3f//1iEDbQxa0o2DRxCwaDDAwMsHv37oKFLVUGZu/evSsukriRjIyM4HK5srr6x+NxPB5POrlzKsSgtLR0Qx8UKaefaDTKrl275jnDvHRN5PqYyNRkhHJLgtlZGaNRwGTQmJiIIYgaBilpJjMaQFNlnM4Qbt/imU9NlYHaSonr/bPEsnhWAjTWmzGIMDQapaneTFmpwJQ7ijdHIuI920u4ciO4ZG7JthYrbp9MNKYiClBRYaSy3IDVIiGIAokEBIIyNdXWeZ6iCzGbBaqrbXj9ecyN22wM5FlPbG8yIGtGrGYNowSaqhFPaATDKv5ZhY4WC6Pe3A5JH32/mZ1bku4CsVgs7b2bShC+nCTGkLz/Xn/99YKETZZljh07xq5du/ijP/qjYhE20MWtKFjXjiuKks7av5BU1oOUR+NKHUcGBweZnp5eURmYjUbTNPr6+ojFYosEIxup+lkul4tgMEhlZSUOh4OKiop1DRNQVZXe3l4MBkPOJM2zYfj3iwaGx2U0OY7PG2XSI2MyQosDbvQF5xX2dFRL2M0q129kn03ZbSJtTSZuDQeZmYuTMxmTwdlXb2SvNNBYZ8JkiDIzCz5/8rPuLUZu5vFUTNHUYCYQ0hbFvC1k/+5yrvZFkCSwWSXsVhGLWcRkEjFIAqIkUFqSDEdAENC0+U9CjaTrfiQWxWi0IBmMKIpGIqERiyf/KKpGaZkF70x2sS4tEbDYrERy6OvBbRK//d7s5uyU967b7WZmZiadN7WqqmpRuquUsHV1da04DlRRFD72sY/R1tbGn//5nxeTsIEubkXBpohbqlTN0NAQbrc7nXh1OWmuUg9iURSXVe9ts1AUhatXr2K1Wunq6lrx4FdVNR1ikHpIpUIM1tILVFEULl26RGVlJW1tbUu2s3dE4P/eELg1HKe2VOamM0IkplFiFagt17h6c3aeMDmqJUrMKr05RM5gENjaZkZRZCanoos8H3PRWGeiqd7I2GSE8SkZLY/1sq7WRFwWmJnNEz9Acg3tWn9+J5Pd20vyrrMZJHDUGvAFcr9w7d6eP/nyzm47wznyT1rN8Ee/baXMvvR9n+nU5PV6MZlM1NbWUlNTgyiKBQubqqr83u/9HtXV1Xzuc5+7Y8fgKtDFrQjYcHFTVTVtqkwNisw0V/kqaScSCS5dukRtbS0tLS137NtiIpHg4sWL1NfXr4mrf2ZyZ6/Xi91uT4cYrCb5bCKR4MKFCzQ1NdHY2Ljs7RQVXnhdYGhSYzYQQ9QUevujaEB1uYDVINPbP99xxFElUWKZL3LlpRJN9UamPHFcngTNDSbK7CIDt0J5Z1iVFQaqyo0MDCWdQiwWkZYGM6Kg4J2O4fGqaQeS6iojoiThnc4vmtu7Srg1Gs+7HtjWbGFqWs0bY7elBSa8uU3k3VssDOfJZLKtw8JYHnPkB3/FxP9vf2GWinA4jMfjYWpqitnZWRwOB21tbSvKsqOqKp/61Kcwm8184QtfKEZhA13cioJ17XhmNe7lBmbHYrG00Kmqmna20DSNy5cv39E12OB2Zof1amdmcmePx5NO7uxwOFbkNZcqDNvR0VFwOyen4YXXRab9MgbiTLmijLmShU8ba0Ti0Ri3Mip0GwywpcmIhExwNkHfYDir+dFkFOhotRCLygzcCs0TnG2dNsYnk1ULclFWIuGokUBNEEsojLmkvOtxbc1WvDNq3jI8FeUGJKORmTyZUVrqVdyB3A4d5SUiBouZUI4sJSV2AVuJlXCOyWN7g8h/ecKyqpe6RCLB66+/ns6zmsqyU1lZSW1tLZWVlTkFS1VVPvOZzxCPx/m7v/u7dRE2v9+P0+nE6XTyyiuvFFpsdLXo4lYEbIi4FZpxJB6P43a7GR0dJRgMpit0r3U6rbUi5bm5c+fOFQfAFko4HE57XgqCkH4ZyOdgk8q5WUg8UzZ+3gsXb0mMjoWptCvMTCfL1VjNAmYTqAmZodEI0wElLTLlpRINNRLOwWBec2GJTaWpzoRvOkF1pZkr13PkoFpAe4uFmVkFf0DGaBCoqhAwG2VEUSQhS3imk2JWU20CQcorWgaDQEuznZGJ3ObIshIV0WgnmieF5rYue97Eyru22RmanD8kzUaNcruA3QKPv8tCU03hJumUsG3ZsmXeC42qqkxPT+PxePD5fNjt9rT5MrWeraoqf/qnf4rP5+PLX/7yus3YTp48CcCxY8c4ceIEnZ2dHDt2bF2OlQdd3IqAdRe3eDy+Klf/sbExxsfH2blzJ4FAgKmpqU31KsyF2+1mYGCAffv2bZrnZmZyZ1mW0+fIbrenz5Hf7+f69etrnnMzLmu88LrI4BTcGgzTWKUxOBxOi0Zrg0QsHF9UScAgQUeLCb8/xtDo4tgzkxG6t9gYnYhit0lUlEp4p+OMjudeG9u9vYSbzvC8CuILEQSNhlooKTFjMpmQJIm4nHQ48QdkItHb2+7eUcZ1Z+7jSaJGc5OdqTx13HZ12xjIUZ3bIGl0tplAMGIygKpqRGIaM0GVwFwC6197p5UH7y287FLKBN3W1obD4cj5O03TCIVC6eQDP/zhD4lEIkSjUaanp/nqV7+6YQV9H3vsMY4fP74ZJWw2/4GyRujitk4MDQ1hMpnSArRSj8j+/n7C4TC7d++eN6BSXoVTU1OrSly8VoyMjDA1NcW+ffvuGM/NVHJnl8tFJBKhqqoKk8nE5OQk+/fvX7fg8UB4TuTGZcYnYzRVawzcChEMJ2+1JocESiJrMHdzvRGTQeV63ywGSaWjxcrweJxgFhNkTZWRuhojoZDM4EjSvCmKyXi3Kzfyp94CaKwzE0toTM9kn0nZbSIVZUZamqyEoxqimEyaDKBqyfg2OaEyGwzT2FhKKGpEFJIelKKYfDoKQvL/JpOA0WRC1ZLCJcsQS2hEoyrBiEapXUQVjYRzzPr2dxv52GOFx0DKsszrr7++pLBlY2hoiD/7sz/j5z//OVVVVbzzne/k/e9/P29+85sLbs9ycDqdPPXUUzzzzDPrepwc6OJWBKxrx0+dOsWTTz5JY2Mjhw8f5j3vec+yzGArSSqsKErafX52djbtPl9ZWbnuQpcS4Egkwq5duzbsjXalKIpCX18fU1NTGI3GeedovcxLk9MaP7ggMO1XiEViiChc748QnQsXqK8WMUkqN/qTDiYCGnU1RkpsKqFQmBK7DY83zthEfu9FgBK7RFe7BUmEgaEwvun8XpFbWq14fHLWqt2Z7NxqpW84f+jAzm4r/SO591NWIlFSamU6kP03JqNAfb0V13T276vKBD77/5ZitxZ2nVLC1trauuLioJqm8cUvfpFXXnmFb3zjGyQSCc6dO8fU1BQf+chHCmrPcnn66af59Kc/va7HyIMubkXAundc0zSuXr1KT08PZ8+epaqqisOHD/Pe9743a27FWCzGxYsXaW5uXpEHHyx2ny8vL6eurm5dHuKqqnL16lUsFktBrv4bhaZpDA0NMT09nc6OkkruPD09TWlpKQ6Hg+rq6nUR55ujGj++IuLxxYkGY1TYVUKheDphsSiCUVTpvxXC618sSg21RspLBEbGwviyeDxaLQJd7Tau9982Q1ZXGnBUmxDQ8PjiTGaUvdneZWdwNEY8kf/W37XNxs3B/CK5vcuCM0+gttEo0NZSwthUPrd/G87x7MImivCp/6eErpbCPGJlWebChQs0NzcvWTdxIZqm8cwzz/Af//Ef9PT0rHt1jUx6enrSNeDOnz9fSD221XJnDuYC0MVtow42l7W/p6eHb3/729hsNg4fPswjjzxCXV0dv/jFL/B4PNx///0rzm+X7VjT09PzHuJ1dXVrEieWCklwOBwrru69kaTOtyzL7NixY5HAp+KgUiEGqeTOtbW1a25effmGxoUBEa8vxuRUlKYaGJuI4PElBcRogOqyCIm4kZEsiZhFAVobTZgMGgODQSIRlZ1b7YxMRJes7ZZM52WkrNTIdEDG7YnndSBZTrxbZ5uJMY+QM2+kIMCubWUMjOQWyF3dVgbGcw/BI++w8PD9hZmPFUXh9ddfL1jYvvKVr/C9732PM2fObGj+03PnznH8+PG0heepp57S19xWgS5um3FgTePWrVucPn2ab33rW0QiEfx+P3/3d3/HL//yL6/pTChbnFhdXd2iUjTLIRKJcOnSJbZs2bLi9YuNpJCZZTAYxO1243a7kSQpLXRr+XC76NR4vV9gfCrK2HicljoBjzvIhPu2SjTWSlhNKn23QmkzZoraKgN11UYSsoKmaoxNRLLO6OZtU22kvMw0LyyhxC5RU2nAZpVASzqSuDxxOrfYlxS2pnoR36wBRc1TimZnKTeHcgtoW5MR96yUVRwlUWPnFgP/3+MliAWMA0VRuHDhAo2NjQUlEv+nf/onTp8+zXPPPXdHp7VbR3RxKwI2veOapvGFL3yBM2fO8Ku/+qt8//vfR5ZlHn30UY4cObLmwdqapjE7O5uOE7NaremA6KVmK4FAgKtXr26oq38hyLLMpUuXqK6upq2traB9RCKRtNCl4g0LTcybjd5hjZeva7i9EQLTQcpKbYRCCfpuRdLhAqV2gZY6Cb8/jtmo4ZmWmXQvFrIGh5HKUpHAbIKh0duxc6IAu7aXMDAUzRvDBsm1r+7OEobG4pSWSNisImaTgCQKaJpGLCYzMxuhpMRKQjUQCqskZI14Fl3dudXGrfHb/zZI2lwuTgGDQcBqFqmoNKFpSdOjqkJC1ojGNGbDGhUlAp/+cFlB62wpYWtoaFixWR/g3/7t3/iXf/kXvv3tb98Ribw3CV3cioBN7/jLL7/MyZMn+fu//3tMJhOapjE5OcmZM2c4c+YMoVCI97znPRw+fHhdKlanAqLdbjcmkyk9W1m4xpBy9d+7dy82m21N27CWpAqhNjc3r1n5n1S8ocvlIhaLrUkYhqZpOJ1Obk1qjIU68c6ojIyGKLFAuU1jZCyM23d75uOokqgoBZc7yvhU7ngzm0Wkud6IQVLRNGFZnpMNdSZEyZBVODPpbDPjmtYWzSaTCaMFJAnqa9S5WZ2IoorIyvzKAeUlImUVVjz+XA4kIn/wO2VUlRUmbKnMOIUIW09PD1/5ylf4zne+Q2lp6Yq3LyJ0cSsC7viOu91uvvnNb3L69Gl8Ph8PP/wwjz76KNu3b19zoUsFRLtcrrRZzuFw4Ha7mZycZO/evRu6sL5SUtlRtm7duuJ8gctlYXLnqqqqdHLn5V6P1Fqgoijs2LEDQRAY92ice13AH1SZmorg9SVodogoiQT9g5H5+SrnhG7KHWUiQ+hMRoHOdgvBkMLoZFKoSmwidTVGzEYIR5RFRU93bSvBORJf2sGk20rfsJw308nObhsDI0rO35TaBSorbbhzCJvdKnDiw2U01q58TTglbHV1dYsKAy+H5557ji9+8YucPXv2ji4dtUHo4lYEvKE67vP5ePbZZzlz5gxjY2O8853v5H3ve9+yMu6vlGg0ytTUFMPDwyiKQltbG/X19XfsGsTs7CxXrlzZUJNpNu/U2tpaqqur86Zw6u3txWg0snXr1kWCGI1r/PgyDE9quLxxBkei2K0C9ZXgckWZWDC7am8yYLeApqlcHwgTylODDZKOHo4qA3U1RkxGAd+MwnRAxu+Xs+aVlESNbV12+obyz+p2b7Nzcyi384jNqlFaaiAQzv5yZDLCf/1/SulsWbkjj6qqXLx4kdra2oJymX73u9/l85//fNqbWUcXt2LgDdvxmZkZvv3tb3PmzBkGBgZ46KGHOHLkCPv3718ToUs5ZJjNZlpbW9NmuTutuCjA9PQ0N27cYM+ePZvWJk3T0iEGqRROC5M7q6rK5cuXKSsro729fcmZ3vVhjVdvavhmVWLBGIm4gtEAoqASnE0wPB6fV2bHbhWor5EQUJl0x7JWGKgql2isM9M3GEPOmA0ajQLV5RIldgmTAaKxBP6ZMA5HGUPj8iJTZCZ7tpdwYzC3+NltIrU1VqZy1KMTRfjYY3b2b1t5BpKUsNXU1BTkuXvu3Dn+4i/+gueffz5raM5dii5uRUBRdDwYDPL888/T09NDb28vDz74IEeOHOHee+8tSOgyqw+0trbO+y5z/Skej1NTU0NdXd28FFcbSarC9759+zbUZTsfC5M7m0wmampqmJqaoq6ubsUP4VBE4wcXNIanIBpVGB0NEYpo1FWJlFg03L74PPNkiqpykeoKCTkh45+JU1lhpH+BqGVDFKHJITMdsqbTcEkS2K0iNkvS0cRkTP6xWgzEZbj9PNTS/9MEkEQBq81IQk5+o6rJqgqyknRGURWFt+70UmP3UFFRka69tpz7VlXVtONQIcL2ox/9iM9+9rOcPXt2xQHeRY4ubkVA0XU8Eonw/e9/n56eHi5cuMAv//Ivc+TIEd7ylrcsy+1/Ja7+siynhS4SiVBdXU1dXd2G5bscHR1lamoqa4XvO4mZmRkuX76MIAiYzea0004hJt6+MZXzfQL+WRV/IM7QcJSEDJVlAlWlMBtIMDgWo9QmUFdrRBIFfAEFt0+hokykqkzEKEEkquD2xPEviHdraZAIRRVmgvkDp7c0m4kmRHw5Co4CtDebCEZFZsPZh1lFqcAnHi+htcGAqqr4/X7cbnfO5MWZpIStqqpq0QvYcnjppZf4gz/4A86ePbtmjkdFhC5uRUBRdzwWi3Hu3DlOnTrFq6++ylvf+lYOHz7M2972tqwPjNS61Y4dO1a8qK4oSjqXY8rRoq6ubl3yXaZiBGdnZxfl3bzTiMfjXLhwgfb2dhwOB9FoNB1ikCu583K5PqxxyaninYFYLMH0dIxwREMUoMwuIAoqvukEE+5ETiePMrtIdYWA3Soiy3EmPTHiCROzITXrNmaTQPcWW17nEkFIpu5yjqk568O11El84tdKqMziFZma+aaSFxsMhnQohsViSZt3KyoqCgr1+MUvfsEnP/lJvv3tb9/RSQg2EV3cioC7puOJRIIXX3yRnp4efvrTn/LmN7+Zw4cP8453vAOTycS5c+ewWq0cOHBg1a7+qqqmPQoDgUA6l2NFRcWq1wM1TePGjRuoqpr2NLxTiUajXLhwIaf35sLkzqkE2GVlZSvuV++Qymt94AmAKivMzkQZm5TRSFavdlSKSKLGzGyC8ck4igpN9QbK7RJTXhX/7PwZmNEAFaUiNquIyZDMfYkABqNEIJgslxNPJLP3xzNi6GxWgeYGC0OTuWd0e7ca+cj77VhMy+tjZsxhqgBwdXU13d3dKz5Pr732Gp/4xCf41re+RXt7+4q2vYu4cwfVCtHF7S5DlmV+8pOf0NPTw49+9CPq6uqYnJzkm9/85ppUzs4kVSvL5XLh9/spKytLpwFbqdCpqppOKN3R0XFHC1soFOLy5cvLrhmXLQH2UsUzczHqVrl8S8A3qzETUInGEgiagqKAqmgkFEADo0FDVTT8M1E80wrxxOLjGI0Cna1GZsPgyuUQIoDNIrCl2cRMGGR5rnIAoKnJODdVA7MJ3vVLJt66z1RQ5pGUKTJ1PsLh8LwXp6Xuh4sXL3L8+HHOnDlDV1fXio+/XHp6eqioqMDpdG5GLba14M4dWCtEF7e7FE3T+OxnP8tPfvIT9u3bx4svvsiOHTs4cuQIDz300Jp7Hi70KFxJ0mJZlrl48eIdn88Sbpt3d+/eXVAw8MIXgtUkd9Y0uDakcnNUwO1XCUdB0GTCYZkJtzwvw0h5iUC5XcBs1JBlFbNJxONPrtflckIRBehqMzETEpiezT6cBOC+3Ube94CZMnthM3dN07hy5QolJSVs2bIFSL4QpM7TzMwMZWVl6VCMhefp6tWr/Kf/9J84deoU27ZtK6gNy6GnpweAo0ePcvLkSTo6OjYjN+Rq0cWtCLhrOw7JHHqvv/46n//855EkCVVVefXVVzl16hTf//736erq4vDhw7z73e9e84wNmUmLPR5PVtf5FKlKCW1tbXe8V1uqGOpahSUsTO68knRp2YjFNS4Pakz4BDy+MIFgHMlgR0BFEsA3ozLhVhcNDJslGWpgMYFBBKOUHDwGo0gkpiW9IBUNZe7/CSXpEVluE3jskKXgzP6pc3D16lVsNhsdHR05fzMzM4Pb7U4nwU4kEjQ3NzMzM8OHP/xh/u3f/o1du3YV3I7lcOLECR5//HEOHjzIuXPnOH/+/GaWrikUXdyKgLu245CcIeQLNr548SKnTp3iu9/9Ls3NzRw+fJiHH354zTM4pBwIpqam8Hg887Lzp8ISuru77/gAW5/Px82bN9etGnmqSnTqhSDlaOFwODCbVxYjNjw8jNfrZe/evcRkkZujMOEDl19jJpQ0J5oMKoKqEkuoBIMaNmvStX8mDL5A7n2X2mD/VomD3RLtDatfY7169SpWq5XOzs5lbxcKhejp6eHv//7vcblcfOhDH+JjH/tYTnFcK44fP87x48fT4vbCCy/w1FNPresx1wFd3IqAu7bjKyFlEurp6eH555+nuro6XZNuPdJcpR7gk5OTRCIRWltbaW1tvaNTf7lcLgYHB9m/f/+GtTMSiaTzgmqalha6pRyCBgcHmZmZYc+ePXlebjRcfpj0CwTDEIxqzIY0AmGIxCAmg8UIJRYNi0nDIIJB1NjeJrK1WUQUV/981DSNa9euYTabC1ojGxwc5IknnuDpp59meHiYZ599lpKSEr7xjW+sum25OHHiBA899BCHDh3Sxe0OQBc3nWWT8lbs6enhO9/5DiUlJTz66KM88sgjOByONXPy8Hq99PX10d3dTSAQwO12I4pi+gF+pwRsA0xMTDA6Osr+/fs3Ld4uW3C9w+GgpKRk3jVxOp0Eg0F27969Ks9VRdWQ1kDAcqFpGr29vZhMpoISho+MjPDBD36QkydPct9996U/VxRlXUNH9DW3Owtd3HQKIpXZPlWTzmQy8cgjj3D48GEaGhoKFrrJyUmGh4fZt2/fPHNbNBpNz1RSZWjq6uo2Nd/lyMgIbrebffv23THxdrIsp0MMQqFQOrmz1+slGo2yc+fONc9FupakhM1oNBZU5X18fJzHHnuML37xi7ztbW9bp1bm5umnn+bgwYNv1PU20MWtKNj0jp84ceKNaLZYhKZpjIyMcPr0ab75zW+iKAqPPPLIimvSDQ8P4/F42Lt37yLHkkzi8Xi6goEsy5uS7/LWrVsEAoG85r3NRlEUfD4f/f39RKNR6urqcDgcBYVibASapnH9+nUkScqaWHopJicnOXr0KH/913/NO97xjvVpZPGji1sRsKkdP3fuHM888wynTp3azGasOZqmMTExka5JFw6Hee9738vhw4dzxqdpmsbAwADhcHjFJrNEIpE2yUWj0XS+y4UmubVC0zT6+/uJxWJviFnQzZs3UVWVbdu2pSuy+3w+SkpK0iEG+V4kNrKtN27cQBCEggK0XS4XH/jAB/jc5z7HQw89tE6tvCvQxa0I2LSOO51OIDlzKzZxW4jL5UrXpJuenubhhx/m8OHDbNu2DUEQiMfjXLp0iZKSkvRnhZJpkguHw6vK+pGN1MxCEIRVt3W9SYkFsKitCyuyZ+a83AzHnZQIAwUJm9fr5f3vfz9/+qd/ysMPP7weTbybuHNv6hWii9smcO7cOQ4dOsRjjz1W9OKWidfrTdekm5iY4IEHHuBnP/sZjz76KJ/4xCfWVCwWZv0opLBoJqkyQKl4qztd2Hp7ezEYDMsy72WGGGy0405K2DRNK+iFYXp6mg984AP84R/+IYcPH16nVt5V3Lk39grRxW0d6Onpwefzzfss5TmVEjbgrhO3TAYHB3n44Yeprq5mdnY2XZNu3759a27qSxUWnZqaIhAIUFFRgcPhWHZ6K0VRuHz5MpWVlQUl691IUrFhFoulIE/DVHLnjajfp2kafX19KIpSUHX5QCDABz7wAT75yU9y9OjRNW/fXYoubkXApnT8/Pnz+Hw+/H4/Tz75JF/+8pc5ePDgZjRl0wgGg/zKr/wKn/nMZ3j00UeZnZ1N16S7ceMGDz74IIcPHy64Jl0+UuVVXC4X09PTlJWVpdeesh0rlfqrrq5uzXNvrjWp2WUq/+ZqWbieuZZm3tTaZSKRKCgJdjAY5OjRo3z0ox/liSeeWFVbdOahi1sRsKkdP3nyJE899RSnTp2668QNkjO3bJnZI5EI3/ve9+jp6eHixYu8/e1v5/Dhw8uuSbcSUmmbpqam5jlZ1NTUIEkSiUSCCxcu0NLSQn19/Zoee63JrPSdyr+4lqTKGrnd7nRy50KrPaQciOLxeEHCFgqFePzxx/nwhz/Mb/7mb65oW50l0cWtCLhrO/5GIRaL8cILL6Rr0t1///0cOXKE+++/f80DplNOFlNTU3i9XsxmM6FQiK6urjeEsF26dGnDzKbZqj2kQgyW8wIyMDCQjrlbqbBFIhF+7dd+jQ9+8IN85CMfKbQLOrnRxa0IuGs7/kYkHo+na9L97Gc/481vfjNHjhzh7W9/+5p7+IXDYV5//XUqKioIBoOYTCbq6uqora2946p+K4rCpUuXqKmp2ZSKCanZbyrEYKnkzgMDA0QiEXbt2rViYYvFYvz6r/86jzzyCB/96EfvaKeeNzBFc1J1cdN5wyHLMj/+8Y/p6enhxz/+Mfv37+fIkSM8+OCDq/bwCwaDXL58mV27dlFWVgbc9iZ0u90YDIa02/xKExavNYqipEsB3Qnrgakk2KkqBgvPldPpJBwOFyRs8Xic3/zN3+TBBx/k937v93RhWz+K5sTq4nYX4ff7cTqdOJ1OXnnllaLIjqIoCj/96U85ffo0P/zhD9m5c2e6Jt1Kq4oHAgGuXr3Knj17KCkpyfqbVMJil8uFIAg4HI5NyXeZcnRpaGigsbFxQ4+9XDKTO0ciEYxGI3v37l3xdUkkEvzO7/wO9913H7//+7+/YcJWjONlGejiVgTcdR0/efIkAMeOHePEiRN0dna+UasFZ0VVVV555RVOnTrFCy+8kK5J9653vWvJmnTT09PcuHFjRSVrYrFYWugURUkL3Uof3itFlmUuXLhAU1MTDQ0N63qstWBwcJDp6Wlqampwu90kEomcyZ0XIssyH/nIR9i9ezd/9Ed/tKEztmIfLznQxa0IuGs7DskYu+PHj78Rs5YvC1VVuXDhAqdOneJ73/seLS0tPProo1lr0nk8HgYGBti/f3/BpsaFmflT8WG5ZoCFkvLgbG1tveOLtwIMDQ0xMzMzL61aIpFIe16Gw+F0gH15efk88VIUhY997GO0t7fzZ3/2Z5tqilzr8ZJyXNq+ffudlsJNF7ci4K7tuNPp5KmnnuKZZ57Z7KZsCKmadKdOneL555+ntraWw4cP8573vIfnnnuOYDDI8ePH18wxJfXwdrlcRCKR9CyltLR0VQ/oeDzOhQsXaG9vx+FwrElb15OhoSH8fn/e5NKp5M4ul4tAIEB5eTlOp5MHH3yQEydOUF1dzec+97lNFYC1Hi+zs7N87WtfS3u5njx58k4SOF3cioCi7Hi+7Cgpnn766TdqOY5Vk8oP2dPTw1e/+lUEQeA//+f/zNGjR6mtrV3z2UEqPmxqaopQKJQOhF44S1mKeDzO66+/TmdnJzU1NWvaxvVgeHgYn8/H3r17l/3gVlWVqakpPvOZz/DSSy9RUlLCn//5n/Pwww+vW8WHjRovL730Env27KG8vByfz0ckEqGpqYl/+Id/4NixY3dMySR0cSsK7sqO9/T0pFMVnT9//q4MIAf4whe+wIsvvsj/+B//g7Nnz/Lss89iMpl49NFHOXz4MPX19esidKk0YJmB0JWVlXmPFYvFuHDhAl1dXetS/XytGRkZwev1rkjYUqiqyn/7b/+NRCLBb//2b/Pss8/yve99jyeffJJ3vvOd69Ti3KzFeLl8+TLPPfcckUiEv/iLv+AnP/kJiUSCBx98kL/6q7/iyJEjeL1e7rnnnjtB5HRxKwLuuo6fO3eO48ePp9ecnnrqqaJdc8vH7Owsf/Inf8LnPve5dCyWpmkMDw+na9JpmpauSdfc3LzmQpcKhJ6ammJmZoby8nLq6uoW5buMRqNcuHCB7u5uqqqq1rQN68HIyAgej6egHKGqqvInf/InTE9P8+Uvf3ne9qqqbrjpbi3Gy8WLF/k//+f/8NGPfjRruMbY2BiDg4P8r//1v/ibv/mbdPjJJqKLWxFw13ZcJz+pmnQpoVtOTbrVHi+V8WN6eprS0lLq6uqw2WxcvnyZ7du3L3KCuRMZHR3F7Xazd+/eFc9ANE3jL//yLxkZGeGrX/3qnTCDWTV9fX34/X4mJib40pe+xD/+4z9SUlLCSy+9xHvf+14gOav75Cc/yde+9jWampo2ucWALm5FwV3bcZ2VMTU1xTe/+U3OnDmTrkl35MiRgmqPLUUq48fY2BiTk5NUVFTQ3Nycznd5pzI2NsbU1BT79u0rSNg+//nPc/36db7+9a/fEcVT14LR0VF+/OMf8+u//uv88z//MyUlJRw5coRr166xc+dOIFk93Gw2U1lZucmtTaOLWxFw13Zcp3C8Xi/f+ta3OHPmDJOTk7zrXe/ife97Hzt27Fgzs1koFOLSpUvp3IupWmsWi4W6urqcqa02i/HxcSYnJwsWtr/927/l1Vdf5Rvf+MYd1a+1wOPxUFNTww9+8AN+9KMfAfDWt76Vd7/73Zvcspzo4lYE3LUd11kb/H4/zz33HGfOnGFwcJCHHnqI973vfQU5UqRIpf/avXv3osDzVGort9uN0WhM57vcjOrZKcbHx5mYmGD//v0FCdv//J//kx/96Ef09PRsaj/WE6/Xm6587nA4slbDuIPQxa0IuGs7vlH09PRQUVGB0+ks+swOs7OznD17ltOnT3Pjxg1+5Vd+hcOHD/OmN71p2UI3OzvLlStX8qb/ShEOh9PZUSRJSmdH2ch8lxMTE4yPjxcsbF/5ylf43ve+x5kzZzY8fdlGcu3aNV544QUeeOAB9u7du9nNWQpd3IqAu7bjG0FPTw8AR48e5eTJk4tih4qZcDjMd7/7XU6fPs3ly5fTNel+6Zd+KacIpPJa7t27d8UxXdFoNC10mqalhW65acQKYWJigrGxMQ4cOFDQWuA//dM/cebMGZ599tl1beedQjAYXPNsNeuELm5FwF3b8Y3gxIkTPP744xw8eJBz585x/vz5uzJwPBqN8sILL9DT08Nrr73GW9/6Vt73vvdx//33px0nJiYmGBoaKiip8EJisVg6DZgsy+k0YGsZBD05Ocno6Cj79+8vyPnjX//1X/mXf/kXvvOd76xbcLZOwRSNuBWHW5LOHYff75/3b6/XuzkN2WQsFguPPPIIjzzyCPF4nB/+8IecPn2aT33qU9x3331s27aNr33ta7z44otrknDZbDbT3NxMc3MziUQCt9vNzZs3icfj1NTUUFdXh91uL9jLc2pqipGREQ4cOFCQsPX09PD1r39dFzaddUcXN511oaKiYlFao7sdk8nEu9/9bt797ncjyzJf/OIX+dznPkdzczOf+tSnOHLkCA888MCarT8ZjUYaGxtpbGxElmXcbne6WGgqDVhZWdmyhc7lcjE8PFywsD377LM888wznD17dskqDTo6q0UXN5114d57703P3pxOJw899NDmNugO46WXXuJf//VfuXDhAg6Hg5/+9Kf09PTwx3/8x+zevZsjR45w6NChNSufYzAYaGhooKGhIZ3vcnh4mGAwSFVVFXV1dXnzXbpcLoaGhgo2RT7//PP8zd/8Dc8///wbIiBd542Pvuams248/fTTHDx48K5db8vHjRs30rklM1FVlZdffjldk27r1q0cOXKEd73rXevikKCqKl6vN52Vv6Kigrq6OioqKtJenm63m1u3bnHgwIGC4tBeeOEF/vIv/5Lnn3/+DZH0+S6naNbcdHHT0blDUVWV119/nVOnTvH973+f1tbWdE268vLydTleKg2Y3++nrKwMi8WCx+Ph4MGDBQnbf/zHf/Df//t/5+zZs5tSf+7EiRN3SwXttUIXtyLgru24zhsPVVW5cuUKPT09nD17FofDweHDh3nve9+7LgmVNU1jaGiIoaEhjEYjZWVlOBwOqqurl+36/9JLL/EHf/AHnD17dlMqhp87d45nnnmGU6dObfix38Do4lYE3LUd13ljk1mT7tvf/jbl5eUcPnyYRx55hJqamjXJd+n1eunv70+bIgOBAC6XC6/Xi81mw+FwUFNTk3P97f/+3//Lf/2v/5Vvf/vbWbPhrzdOpxNIztx0cVsRurgVAXdtx+8G/H4/TqcTp9PJK6+8UrSmKU3T6O/v5/Tp0zz33HOYzeZ0Tbq6urqChC5T2BamxNI0LZ0GzOPxYDabcTgc1NbWps2Wr732Gh//+Md57rnnaGtrW5N+rpRz585x6NAhHnvsMV3cVoYubkXAXdvxu4GTJ08CcOzYMU6cOEFnZ2fRpwBLmRJPnz7Nt771LYB0TbqmpqZlCZ3P56Ovry+rsGUjFArhcrno7+/nySef5P777+e73/0uzz33HF1dXavtUk7yVdBOCRugi9vK0cWtCLhrO3638dhjj3H8+PG7Jv0XJIVufHw8XZMuGo2ma9Jt2bIlq9D5fD5u3rzJgQMHCspR+fzzz/OXf/mXSJJEWVkZ73vf+3jiiSc23EPy/Pnz+Hw+/H4/Tz75JF/+8pfv2orzBVA04raxpW11dDYYp9NJVVXVXSVsAIIg0NTUxO/+7u/ywx/+kG9961tUVVXxyU9+kgceeICnn36aGzdukHq5fe2117h+/XrBwtbb28uf/dmf8c///M+8+uqrfP3rX0cQBKampta6a0ty8OBBDh06lBY4nbsTfeamU9Q8/fTTeozdAjweD88++yynT59mamqKgwcP8uKLL/L973+/IK/Gvr4+PvShD/H1r3+dffv2rUOLdTaQopm56eKmU7T09PRw9OhRIGmq0k1Ti/n3f/93jh07xp49exgdHU3XpNuzZ8+ySvXcunWLJ554gq9+9av6+S0OdHErAu7ajt8NnDt3juPHj6dTPT311FN3nWlyKa5evcqHPvQhnn32WVpaWggEAumadH19femadPfcc09WoRseHubxxx/ny1/+Mm9+85s3oQc664AubkXAXdtxHR1Ilsfxer00NjYu+i4cDvP8889z+vRprly5wjve8Q4OHz7MfffdhyRJjI+Pc/ToUb70pS/xtre9bRNar7NO6OJWBNy1HdfRWQnRaJR///d/p6enh/Pnz3PgwAFeffVV/uEf/oF3vOMdm908nbVFF7ci4K7t+GaiadqaZNDQ2Rzi8Tj//M//TDgc5uMf//hmN0dn7SmawamLm86G8vzzz2O32+nq6sLhcBSUjFdHR2fdKBpx0+PcdDYMt9uNoigcOHCAJ598kp///Of8wz/8A6qqbnbT1p0TJ05sdhN0dO4qdHHT2TBqa2t55JFHePHFF4nFYmzdupWf//zn8zzxitGScO7cuXQiXx0dnY1BFzedDeH73/8+0WiUV155hQsXLvAbv/EbNDQ08MUvfhFIeucBRbce53Q66ejo2Oxm6OjcdejiprPuKIrCtWvXuHLlCqdPn+btb38773jHO3C5XJSXl6MoCi+//DJf+cpXii5dki5uOjqbgy5uOuuOJEm8//3vp6mpiUOHDvHyyy9z8+ZNXnnllfT3LS0t+Hy+dakwvVlkZqfX0dHZWLJXGtTRWWNSdb0cDgdVVVXU1dXR3d0NJN3Le3t7aW5uLiqzZFVVFefOnUvXltNTgC3N+fPn0+uTqdRpOjqFoM/cdDYUSZI4ePDgvBmaoigMDQ2xe/fuTWzZ2qNnp185Tz75JEePHsXn8+lOODqrQo9z09lUFEXhpz/9KS+//DKf+tSnNrs5OpvIyZMn8fv9HD16VF+n3DyKxnSiz9x0NhVZlhkcHGR8fPyuiHfTyc3AwABer5eqqiqOHz+uz3Z1VoU+c9O5I9DTct0d9PT04PP55n3W0dHBoUOHOHHiBJ2dnRw7diw9i9Nr8W04RTMIdYcSnTsCXdjuDvI5idx7771p4fP7/elyRTo6haCbJXV0ipzz58/T09NDT0/PZjclL0ePHsXv93Pu3DkAjh07tskt0nkjo5sldXSKnMcee4xTp05x8uRJDh06pDtr6OSjaEwourjp6BQxugeizgopGnHTzZI6OkWM7oGoc7eii5uOTpHT2dlJRUUF99xzDydPntzs5ujobAi6uOnoFDH33ntv+u+6B6LO3YQubjo6RYzugahzt6I7lOjo6OjopCgah5K7OYi7aC6ijo6Ojs58dLOkjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYubjo6Ojk7RoYvbGwxBEDo2uw06Om9E9LFzd5FX3ARBOCgIwmuCIDwlCMJRQRCOCYLwwtx3HYIgnFqvhgmCUDF3/KOCIDy1wu0+Pbfdobk/n16D9hxK9X0Zv31qOcdcyT7nfv8MUCEIwtHlbnMnsNzzsWCboxl/X7d7LXV/CIJwKNuxc2yz7GuwYAyt2cN1OedkvcdonuMu+3qvdAysok0bNnZWe4zlnpP1GiOFjNe57SrWcZyeyhyjyyGvuGmadh5wAv9b07QeTdNOAs/MfefUNO2xglu7NB8E3qRpWg+AIAjHlrndKaBnrr3nSLa/c7WNmduXf5k//9/rsE+AKk3TzqfOyRuIZZ2PFIIgVAAPpf69zvfacU3Tnp67FswNoPP5NtA0zT/32yXFasEYcq6+uen9LnlONmCM5mLZ17uAMVAoGzJ2Ft67hbCcc7LOY2RF4zWDDwIH16gNi0iN0eWyIrOkIAgHmRv4c2+kL2R8d2xutpQ5a0rN8j6dmn2lPs/4bWqmdShTwDRNOzknpgAdJB8Q5HujSSl75kNk7u/PZDt2xmfHUtvO/fu1hZ9nHmOuvYsuYsYMIHMWkLV/udqf7Zhz3x0EOjLaeWzuGhzLcV5T/061N3VNnplr05LtmnuDO5TZrmzXNFfbc5yPJa8Byev9poy+LrzXltWupfo4t/+KBdfyocz7J+N8dswdqwJg7iF5PNt5Ww7LadsS1+9gRp8X/vbgwvO2xP6O5Dh/eduQpc2ruv8zjplzDMx9n2mVWc4zZuHYyXWvpvafs80Lv1vYJhbcu0v1Ye6zeWM5y/nINuaWGiO5ng/r8vya2985oCrjs6xjp0A6Um1f9haapuX9Q3Im9GngGHBs4Xdz/z8EHM38bMH3HcBTGZ8PZPz9KeDg3N+fyXL8jmyf52jrsczj5/jNwIJ9H5v7+wsZn7+Q4/cD2fqTcexDc38/CHx6mf07la8tOX776Yx9HsrYbmDB7zPb+0JmO5fRrmMZ+z2U0Z9F1zRb23OdjxVcg1M5+r6Sdi3Vx4MsvqefWfB9B3B07s8xoCNXG5cYQwcXfJa3bUtdvyxjLeu9mec3C++HvGM1VxtWe/+vZAzM7St1jI5c1z3HWMh5jNT1zThGzjYv/C5fm3L0dd7vyT2Wl/MczTVG8j4fFu5ntdcvtf2CY+QdO3O/qZj7fNGfLOP009n6nO/Pcmdu54D/A/hyfP8qcO+cei/Hfp5p9jkIVM1t+0yW3x7VNG25b8ivkjyhQNoO/ZSQnIlVLDy2lpzKn8zyRuHP+LtTuG1+ymeueoi52eUClurfUm3JdaxUG53cNk8sbN/5LH9PXcOl2vUQyfOZuU1WcrQ91/mY164V9ntF7WLpPr4pY1+L0JJmrNT5PaclrQmZfVrq+FmZeztezn2R7/rl+20uVrK/lW6zqvsflnUvPAkcFwRhgOSDMR9Zz8dS96qmaSeWaPPC71bSpmx9yDWWV8Nynw8Ltyno+mXODuf+X7GMsYOmaf65zxf9WXCIQyQ1CDKe70uxbLPkXENy2aurSIqaM0vDlmrQC3P7T61NpBEE4aimaU/P/X1JW25qHykxmjuZLwCvanPrJAv2fzDHNLcis+0LL0oOXuG2vbkq4/Oc/VtmW7JxntvntGPu2CtlqXa9QvLhD/P7kyLzJSJb23Odj3ks1e8s133Z7WLpPt4z912uY3967iHYoWmaX1g7Z4T0S+BS98UmUKjTy6ruf1jWGDikJdeV7iHDdDbHstqd4xgDqTbPXe98bV74Xc425XhmLfz9SsZy1j5mOU4hz4fVXD/fnCidSx17OWNnzuR5LNufLMdwzu0v58voQpb0liR5ch4XFiyez313MOPz48BTQtKrJXWSXsnYR8qWfWhuu4MAc+J1cO7zN2Xs/9Dc/l4TBOE1bt98eWeGczfO0Tl771GSF2wgY58HM9rXQfINp4PkyUtdgKoMe/XxLP1N7aci47hPk7yoB+eO+dDcG0zW/mXZZ662LPztwdTbZao/mqY9vbBvOdrbQfJN6qF87croT0VGf1IsuqbZ2p7rfKzgGjjnfuvM7MtK2rVUH3PgX/D3N5G8D7M5mqR/m+u+zGjn43P35DNA9VJtW+r6ZX6f695cxm/S+8t2/paxTZpC7v8s/cw7Bkhah47OfZ960V7yGZM5drIdY66NqXP6pnxtzvJdtjal792F/V34+xxjeeGzNduYm3ecBWNkqX2u2fNr7r5P+WF0kJwYPM7SY2clM7eeuTZ/MGXFW0oHAIQ5O+aqEAThqbkTmvXfbzQEQTilbY6X2R3J3A1/KDWLvlMotF1zDxc/ybfKkwu+O0TSArHULGNZv9PR0dkclm2WXIL/PfdWenDuwVGoK+mmk/HWV6h5phh5nOQbZ8VmN2QBhbbLCVRkM6HPmVbymsBTx9OFTUfnzmVNZm46Ojo6Ojp3Ems1c9PR0dHR0blj0MVNR0dHR6fo0MVNR0dHR6fo0MVNR0dHR6fo0MVNR0dHR6fo0MVNR0dHR6fo+P8DUzBoa9Id9S8AAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_figure2(A,b,c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "fc8fcb79",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_figure3(A,b,c)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "47ff253f",
   "metadata": {},
   "source": [
    "$A$ est définie positive, alors ls surface est de f(x) à la forme d'un paraboloïde. Le gradient d'une forme quadratique en dimension $n$ s'écrit\n",
    "\n",
    "\\begin{equation}\n",
    "f'(x) = \n",
    "\\begin{bmatrix}\n",
    "\\frac{\\partial}{\\partial x_1}f(x)\\\\\n",
    "\\frac{\\partial}{\\partial x_2}f(x)\\\\\n",
    "\\vdots\\\\\n",
    "\\frac{\\partial}{\\partial x_n}f(x)\n",
    "\\end{bmatrix}. \\tag{5}\n",
    "\\end{equation}\n",
    "\n",
    "Un gradient est un champ de vecteur qui, à un point $x$, se dirige dans la direction de plus grande croissance de $f(x)$. La Figure 4 illustre le champ de gradient pour le problème initial. En bas de la parabole, le gradient est nul.\n",
    "On trouve le minimum de $f(x)$ en résolvant $f'(x)=0$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "83f633ef",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(6,6), num='Figure 4')\n",
    "size = 20\n",
    "x1 = np.linspace(-4, 6, size)\n",
    "x2 = np.linspace(-6, 4, size)\n",
    "x1, x2 = np.meshgrid(x1, x2)\n",
    "plt.quiver(x1, x2, A[0,0]*x1 + A[0,1]*x2 - b[0,0] + c, A[1,0]*x1 + A[1,1]*x2 - b[1,0] + c)\n",
    "txt = \"Figure 4: Gradient  $f'(x)$ de la forme quadratique. Pour chaque $x$,  le gradient est dirigée dans la direction de la croissance de $f(x)$ et est orthogonale aux lignes de niveaux.\"\n",
    "plt.figtext(0.5, 0.01, txt, wrap=True, horizontalalignment='center')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4e27c903",
   "metadata": {},
   "source": [
    "Si on applique le calcul du gradient à la forme quadratique, on obtient\n",
    "\n",
    "\\begin{equation}\n",
    "f'(x) = \\frac{1}{2}A^Tx + \\frac{1}{2}Ax - b.\n",
    "\\end{equation}\n",
    "\n",
    "Si $A$ est symmetrique, cette équation devient\n",
    "\n",
    "\\begin{equation}\n",
    "f'(x) = Ax - b. \n",
    "\\end{equation}\n",
    "\n",
    "Dire que le gradient est nul revient à écrire la première équation, le système linéaire que nous devons résoudre. Par conséquent, la solution de $Ax = b$  est un point critique de $f(x)$. Si $A$ est définie positive et symmétrique, la solution est le minimum de $f(x)$, donc $Ax = b$\tpeut être résolu en trouvant $x$  qui minimise $f(x)$. (si $A$ n'est pas symétrique, alors nous devrons résoudre le système $\\frac{1}{2}(A^T + A)x = b$, $\\frac{1}{2}(A^T + A)$ est  symétrique.\n",
    "\n",
    "Soit $p$ un point quelconque et $x = A^{-1}b$. D'après l'équation d'une fonction quadratique, on peut montrer que  one si $A$ est symétrique,\n",
    "\n",
    "\\begin{equation}\n",
    "f(p) = f(x) + \\frac{1}{2}(p-x)^TA(p-x).\n",
    "\\end{equation}\n",
    "\n",
    "Si $A$ est définie positive, alors en utilisant l'inégalité du départ, la seconde partie de l'équation est positive pour tout $p \\neq x$. On en déduit donc que $x$ est le minimum global de $f$."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ea5067d5",
   "metadata": {},
   "source": [
    "**Remarque**\n",
    "La forme paraboloïde repose sur le fait que $A$ est une matrice définie positive. Si ce n'est pas le cas, alors nous sommes dans l'une des situations possibles :\n",
    "- Si $A$ est définie négative, il suffit de considérer $-A$ et les résultats seront identiques.\n",
    "- Si $A$ est singulière, alors la solution n'est pas unique. Il existe un ensemble de solutions, une ligne dans l'hyperplan qui donne une valeur uniforme de $f(x)$.\n",
    "- Dans tous les autres cas, il existe alors un point selle. Des techniques différentes devront être utilisées."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "3a015f51",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig = plt.figure(figsize=(10,10), num='Figure 5')\n",
    "fig.add_subplot(2, 2, 1, projection='3d')\n",
    "A = np.matrix([[3., 2.], [2., 6.]]); b = np.matrix([[2.], [-8.]])\n",
    "plotAbc3D(A, b, 0., fig, alpha=0.7)\n",
    "plt.title('(a)')\n",
    "fig.add_subplot(2, 2, 2, projection='3d')\n",
    "A = np.matrix([[-6., -1.], [-1., -6.]]); b = np.matrix([[0.], [0.]])\n",
    "plotAbc3D(A, b, 0., fig, alpha=0.7)\n",
    "plt.title('(b)')\n",
    "fig.add_subplot(2, 2, 3, projection='3d')\n",
    "A = np.matrix([[1., 2.], [2., 4.]]); b = np.matrix([[-1.5], [-3.]])\n",
    "plotAbc3D(A, b, 0., fig, alpha=0.7)\n",
    "plt.title('(c)')\n",
    "fig.add_subplot(2, 2, 4, projection='3d')\n",
    "A = np.matrix([[8., -1.], [-1., -6.]]); b = np.matrix([[0.], [0.]])\n",
    "plotAbc3D(A, b, 0., fig, alpha=0.7)\n",
    "plt.title('(d)');"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "eac41cd5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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PIK+lip8rzvJz5VmqlI1YS8yJlnhQs+8s3776H8Si/gWtUqfiRN0Z9laf4HxzAegEIi2CWDNyMaMcQvptq9IpSZEncLT2ZyqVpeja9cwJWMIUl7m4WLj32aZd28i5xp2kN26nTVuPusECb+1UrpvyKGZii177K7W1FDd/S0nLd2j0zThaxOPMSv503escPXKsh6+nXt9OU9u3NLa+j1ZXibk0ggCPAyYh15vhM3GbMDE8MQm5K8FQhNw333zDBx98wNGjR2lVqSlqkFNU39h5L6ew83mbWm1oYy6RIFG0ImlrZdU183C2tsbJxgqnbvfONlbYmJv3tPro9Tg6OnLbbbexfv16o89n69atrLh1BbaP29IqtPKXqX/hlVmvDNpu3bp1bNmyhZ9++okJEyb0el0vCLSp1DQqlAaRV9PYxH8+/QyVxIzxM2ZR3dpGVXMLVc2tqHW6Hu3NxGLc7Gw6hJ6tDcd27+SO665lQkQ4AU4yHK2tBrVelZaW8vjjj/Pdd98ZbemCDivNmDFjiJ4yhdSqClIrO27n62oN4jTEyZlYD0/iPL2I9/QiUObIxIkTSUxMHFJf27dvJyEjjdjVyzhUWsDxiiLatBrMxRLGe/gys1PYBTr09F+bP38+X375Je7uvYVOu1bN0ao8fi6/wOHKXNq0ahyklsRbuVGx5wQ/vPn+oBZGvaAnTV7MzvJUdhadRi8V42nlyEKv0Sz0isPXZuCKY4l5Kbyy7S0cJnvRqm3Hw9KFue6TmO0+AUdz+z7bCILAAy+vw2+eC1UWJQjoCbePYYrLPMLtY/oUgjpBQ2LRD+zP/QiZnwgriQOjZIuJdlyGjVlvnz+tvp2ylh8oaNqAUleJoHQjxuchvGwXIRb1tJ4LgpqW9q20Kn7G2/Uzk5DrzfCZuE2YGJ6YhNyVwBghp9RoOVdZzQebf2T36VQ8RsXQqtMbXhcB3jJ7ApwdCXRyJMDZkQAnRwKcZXja27FwwQLS09M5duwYI0aMMGpc5eXlrFixgtjYWD744AOjxUR2djY333wzD/7rQW47eBt6Qc/267ezJGzJgO1ycnJ47bXX+OSTT4YUuPDcc88xa9YsZs6cadgmCALydgVVza1UtbRQ2dxKdafAq2pppbKpmZJ6OXTrx97SggAnR/ydZIbr6O8sI8BJhq1Fh0Vm+/btZGZm8swzzxg9PugQSRs3buxltWpTq0mvriK1qoKUygrOVFbSpOqIlnWQmiOtqeXBFSuZ4O3LCCcno96D2267jccff5xRo0YBHda65OpyDpXlc6isgPzOoIkAOxkzfIKZ6RuEn17CA/fcy86dOwc9vkqnJaG6gF1lWewsOIvOTIyThTXXeIezyDeSeBe/AX3qqqurueGWtTz5+T/YWX6GU/V5CAhEy/xY5B3HHI9R2El7B4w8+uijXHPNNcycO4uTdWnsrUrgXHMeEpGYsU6jmO8xmRjZSCTdxFlFRQU33XQTBw8epFkr50TdQU7UHaBZ24iLuTuTXeYw3nkGNmY9l//vu+8+li1fRuRkd87It1DQmogYCWH2M4l1WoWrZe/vUH5BDm99ejtr7nWnRZONpcSdAIe1+NqtRiru7V5g8pHrk+EzcZswMTwxCbkrwaVCThAEKppaSCur5Ex5BWlllZyvqkXblT6kvZWZUeHEBvobRJuvowMWA6SlKC4u5u677+bnn38e0tg+/PBDrKysuOWWW4bUbsqUKRw/fpzXj7/O0weexsHCgZS7Uwh2Cu63TXp6Oh988AHvvffekPq6++67eeSRR4iIiDC6TVtbG8tWrODTjd93s2TKKW7osG5WNLX02N/V1hp/J0fkxYWM9vdlxYxphLq54GDVezn0UrRaLdOnTychIWHQffWCQKG8geTKCr7Yt5cqMwlN+g7LorOVNRN8fBjv7ctEH1+CHHsLO41Gw9SpUzl58mS/oq+kpZHDZQUcKivgRGUJKp0WqQBhYkvumjqHGT5BOFgMfl5KpZLpc2bx0sZP2VWWxaHKHJQ6LW6Wdiz0iWChbwQxTt69xvHKK68QEhLCmjVrAKhRNrG7Io1d5akUttViLjZjuls4C73jGO88AjOxBLlczuLFizl+/HiP45W1V7Ov+gQHq5No1rbiauHIXPdJzHGfiLOFjMcff5xZs2axaNGii++HXkt60ymO1e6loC0bqcicMU6TmeIyDx/rAIqLi7njjjvYt2+foa9GdTlpDT+Q1fQzGkGJj3UMsY7XEmg7HlGncFy7di33338/EyZMoE5xgoKmz6hXJmEmssXPfg0B9muxNLuYbcQk5Ppk+EzcJkwMT4aNkLsa8sgZjSAIpJZ2CLYzZRWcKauktrUNACupGaO8PLh9QjyjfTwZ7ePJB/9+i1F25iydNNboPvz9/WlpaRl8x0vw9PTkwoULQ25nZmaGVqvlyclPklieyNYLW1n1/SpO3HECa6l1n22USiVW/aTuGIjq6uo+lwMHIi8vj5DgYPydZPg7yZhOYM+xaLSUyBsNfoZFDZ2PdSLyS6rZ8mVHeglPezvC3F0Ic3MhzM2VMHcXApwdeywzpqWlMXr0aKPGJRaJCHZyJtjJmc8ff4J9X39Nu9SMk2WlJJWVklhWys7cHABcrW0Y7+PDBG9fJvj4Eihz5OjRo0ybNm1Ay52fnYxbwuO4JTwOpVbDicoSHvzPv6iMHsnDR3/CTCRmgqcvc31DmOs3Ai/bvpctf/zxR1YuWcZ8n3Dm+4TTplVzqDKHXaVZfFOQzBd5SfhYy1jgE85C30giZB5otVq2b9/O8ePHDcdxs3Tg1qDp3BI4jfPN5ewsT2VvZTr7qjJwtrDjGs8YavaksW7dul7n5WPtzp8CV7DWfzFJ9RnsrU7g25KdbCzZRbRtKKnyLN5Y0LOSmZnYjDjHScQ5TqK8vZhjdXtJbjjOyfpDBNqEcWFLMc/+9dkefcnMvZnh8SATXf/EucadpMm3sqP8ORyk3sQ6rUBT5IlCoWDixImd781kXK0n06g6R2HT5xQ0fU5R05d42S4hyOFP2Jr3/LyZMGHChImeDCshV9TQyA1ffAeAr6MDEwJ8ie0UbWHurr18j2bMmMGWLVtYunTpkPqRyWT9JontD09PTw4dOjSkfgAsLS1RKpXY2tryxbIvGFszlrPVZ7lv5318vuzzPoWGUqnEsg+H/8FoaGgY0jlBp5ALCel//FIzQt1cCHXrmWNuwsSJbPt5HxdqasmuriO7po6c6lqO5xcbLKbmEgkjXJ07xJ27C5nHjxE/sXe05EC0t7ejUCgMOe78HGSsiRzVkYS3qZGkslJOlncIu59ysgFws7HBrLKaZdOmUNvehqu1zUBddJynmRTPVjXRxQ188/cHOFNbwb6SPPaW5PJC0n5eSNpPlLM7c/1GMM8vhJGOrob37osvvmDDhg2GY9mYmbPYN4rFvlG0aJTsr8hmZ2kWn+cm8XHOSQJsnQhsETF1xSJDdGt3RCIREQ4+RDj48MjIhSTU5rCzPJWNxSfQjdRT5dCGY1kKczxGYWXWs71ULGWKaxxTXOOoVNSyr/oEW/P3Y397MPenvsICzynMcpuAnbTnNfG29ud6v7tY6nUDSQ1HOFixE4trlByV/gjV7Uxwnom12cU2FhJb4p3XEOt0LXktRznTsIXD1e+i1sNtr1xDu1aOtdnFz6KDeSSxbv8kVFNCYdMGylq3Utb6I+7WMzFhwoQJE/0zrJZWvfwDhC/3HmC0twcutoP/+KrVambNmtXDqmEMTz75JEuXLmXKlClGtyktLeWJJ55g48aNg+6r1elpVapoUaq46977ef6FF3BwcEAE5DSc54btC1HqFLww+R9cH9G1VNshCkQiOHniJJkZ6Tzx6CPYWppjZS41yiesaxl3KLz++uuEh4cPSQw3NDRw88039+lHptZqKaiTdwi8mjpyquvIrqmltrXdsE+gsyPRXh7EeHsQ7e3BSHdXpP1Usdi9ezcnT57kpZdeGnBMgiBQ1NRIYlkpJ0tL2Jl+FqFzuTfK1Y2p/gFM9w8k1sOz377++te/MmHCBBYvXtxje15jPftK8thXksuZ2goEwMfWgXl+I4g0s+Hr/3uDH3/4YcDxAchV7eyryGZnaSYnqwpALGK0kzfL/KNZ5BuJzHxgK+x7X35CqraC5hA7itpqsZFYMM8zmmW+Ywm37710C9DY2MiCxQv5+5Z/s6f6OOebCzAXS5nkOJrF3jMIsffvoye49bZbWHTPXKqdi8hrzcJcbMF4p+m4NwQwNaZv8bXj2JecadyMQ4gCiUhKhMM84pxWYyW48PHHH/PAAw8Y9lXp6ilu/i9VrYeY7veDaWm1N8Nn4jZhYngybJZWh5WQCwoKEgoKCobU5u233+aBBx4YUlDAsWPHsLW1JTY2dtB9mxVKyhuaKa5tYPvP+xkVN6ZTpKkNYq2183HXvUKjHfCYjZIUyi2/QSRICFQ+iJXeb8D9xSIRNhbm2FiaY9vt3tbSHBsLi857c9KST7Fi4TW42dvgZm+Li70N1uYD59rbunUrcXFx+PkNPIbulJeXk5iYyKpVq4xu09DWzqsffETwuImkV1SRXl5FXVuHuLM0MyPa24M4Hy/ifL0Y7eNp8Lk7cOAArq6uREdHG91XY2MjP/zwA+MWL+JIcRHHiotIrapAq9djb2HBNP8AZgcGM90/AJnlRfH09ttvc++99w6Yn7CmvZUDpfnsK8nleGUxap0OmUTKtSNjWB4cSaST26Dl1VQqFf/8+H3c547nx+Kz5DTXIhVJmOEaxI1h45joFthnkMSHH37ImjVrcHBwIL2xhG1lp/m5LA2NSM9Ie2+u9RvPPM9oLCUXrXQZGRmUlJQYfOMKW8v4qfwwBypPIpiJGGkXxFLvmUxwjkYi6hizXq/nH//4B0899RQAZe1FHKndQ3L9MXToiJGNY7b7EgJselpyv/zyS2bNmoW1q57Uhk1caN6PXtBRkQqWFaP425//2euc8vLzCBkRYhJyvRk+E7cJE8MTk5C7EvwelR3aVWrK5c2UNzR13jdT1tBERefjFqWqVxsrqRm2lhbYWllgZ2ne8dii497w3MocO0sLbCzMkUrEdH8bBODtM39jW/7XuFp58v7srThYONH9vVJrdbSp1LQq1Z33KsPzVpWats779m779IWdpQWu9ja42dvg0inwXC+5d3ew7ddKdaUQBIHK5s5AlrJKUksrOF9Vg67zGoxwcSLWt0PYjfXzwdfRYUg1WrvT2NiIxMqKhNISDhUVcLCwgHpFOxKRiHhPb2YFBjE7MKhH0IRSqSQrK4u4uLh+j9umUXO4rIBtBec5VJaPRq/HS2rJVJkHD86Yj49t79JVfV2HTHkld773dzRRvrRoVfhYy1gZEMOqgBg8rfs/xunTp7nhtpv5+67P2VKaREFrDXZmliz2jmel33j8bXqXXNPpdNx00000KVu49z9/5qeKw1Sr6nGzcGKR53TmeEzE1qy37+aRI0dYeeNybn/zBswi1bTr2gi2HclstyWE24/uM31Jm7ae9VsfxiywDAsbM4JtpzDW5UbcLUN77GcKduiT4TNxmzAxPDEJuSvBlRRyKo2W7MpaMkqryCyrpqCmgfKGZuRtih77WUrN8Hayx8vRAR8ne7wc7fFxcsDL0R5PmR12VhaXRfSodWqmfzGdxLJE5gTNYc9Ne5CIf/lx9XqBFqWKupY2appbqWluo7bzvq65Y1ttcxs1zW1oLskrJxGL8HK0x89Zhr+LI74uDvg7O+LnIsPb0R6pWd/j+qW+fDk5OYSGhvba3q7WkFFRRWppR6DLmbIKmjuFtLeDPW56NTfNnsmEQF9cjVh6h44AiyNHjvDwww8btukFgYzqKg4UFnCwMJ+sulqgo17svOARXBMcwsev/B/z5s5l+fLlRvXTqFLwVcoJ3ti9FUmQLwDj3H1YERzJwoCwAaNfn3nmGdavX09Dc1NHibCiNE7WFCICprgHszpwNLO8wjDv9vnIz89n4sSJhIaGcvz4cQRB4Iy8iB9KkjhYnYlW0DHeeQSr/CYwxTUMs862R44cYd68eTz00EP84x//QCfoOd2QwY7yQ5xrzsNSbM5s9wks8ZqJp9XFyNLt27fz6KOP8uabb7Jw6QJO1h/icM0u5Jo6PCx9mO22mDjHyZiJe7rlPvbYY5jbiph7RzA5qp9R69vwtxnHOOeb8LKOBExCrh+Gz8RtwsTwxCTkrgSXS8hpdXrya+o5V1rNuU7hllNZZ3DCd7GzJsTDBR8nhx6izdvJASebwZPhXi7KmsuI+zCO2vbaHsmC9V3pVYawXAwdUatubm4Djl8QBJralQahV93cyvGUs4jtZJTUNVJS30ir8qJ1TyIW4Smzx89F1in0ZPg6ywh0deSzd9fz4ot/G9IYa2true+++9i0adOg++oFgfzaepKKy/j24BGKlRq0nYJkhIsTEwP9mBDoxzh/b+z7EJQqlYoxY8Zwxx138Mgjj/TbT0VLM4eKCtlfkM+J0mI0ej3axkbmBY3grhmzGOPlbaiE0R8ajYZFixaxb98+zpUVc6iunB/zM8lvasBcLGGWbzDLgyOY6ROEheSi2Kmvr2f+/Pno9XpSUy9Wryttk/ND0Vm2FJ2lStGMo7k1y/xHsSYwjmB7FxQKBdOmTeOmm27qdW51qha2lyXzY+kpqpVNuFs6cK3fBJb7jCVh/2H27NnDunXriIyM7NGuoLWUHRWHOVqbgk7QMd45muXeswm3D2LFihW89NJLhIWFGQI0dIKWM/JEDlTvoEJZgkzqxEy3RUx0noWFxJL8/HzWrVtnSF+i0rVyVr6dNPkWFLomfKxHM875Jvxs40xCrjfDZ+I2YWJ4YhJyV4JfIuQEQaCkrpFzZR2i7VxZNRfKawx+anaWFkT6uBHp60GUjztRPu54yOyGLNaamppwcBh8qaw7Go2G8+fPD+jfdbDwIHO/mtsjWXBKSgo6nY5x48YNqb9XX32V5cuXDymPnCAIjB07lp9//hlnZ+eOBMJtCoo7RV1pXaPhcUldY4+lZr1GTUyQL6GeroR6uhDi4UKYpysO1v1bn+6//36SkpIYyvtcWVnJyJEjWbFyJX9+9TVOFpaQWFhKckk5Sq0WsUhEpKcbEwJ8mRjoR5yvF1ZSKV999RW33nor69ev58EHHzSqr2aVksf/8y4HigqRhoxAI+hxtrI2WOom+Pj2a5F98MEHsbW15dVXX0UkEiEIAufqq/kxP5PthReoU7Rhb27BooCRrAiOYKy7DwqFgpkzZ/LTTz/h6ura65g6Qc/xqgI2F53hYEUOGkHPeFd/vMrasCuV85ennun3s6zV60iozea74hMkNxRgIZaiTSnlX2seZWLQqH6vgVzdzK7Ko+yuPEqLth1vXKjfU8y3L3/aI8lwFx01YdPZX72dvNYsbCS2THdbwOdPfsdjDzze63Os0SvIaNxJasMm2rVyHg7fZxJyvRk+E7cJE8MTk5C7Ehgr5FoUKr4/lEBus4rjF4pobO+oAGBhJmGktxujukSbrwd+zjLE4ovv1zfffNOjyLsxCILAQw89xDvvvDOkdmfOnOHDDz/kgw8+GHC/S5MFf/ufb1Eqlfzf//3fkMYYERHBI488wrp164xul5CQwJQpUzh06BAzZswYtI/GdiUldY38+W+vcK64nLmr1lBQ22h4DwDcHWwJ9XAh1NPFIPICXB1paWpixowZCIJARkaG0WMsLS1l0aJF3H///T3OTa3Vcra8isSiUk4WlnC2vAqtXo9UIiHWx5NQW0vSdm7n70890edSbn888sgjrFixgtHjxpJQVsruvBwOFRXSrtHgYGHJnKBgrgkOYYqfvyH5dHt7O7Nmzeo3AbFWryehspit+Zn8XJxLu1aDv50M/0YlIe16nnvokUHHVadsZUvRWb4rSKWsvRFHqRXXBsWyJjAOP9uB087kt1Tx5vHvSdVXIkhEjHEK4vqAyUx2DetTnEFHfdf91Sf5MOVbxI7meFm6ssx7NjPdxmEh6btWbWFrDvuqt5HZnIpeBXN9lzLDbQH2Ulkf10RNheIc/rbxJiHXm+EzcQ8j9Ho9Go0GMzMzxGLxb7b6YuKqZNi8+X8YIVdS38iR8wUcySoguaAcrV6PjdSMmaNGMCbQhyhfd4LdnQf1X4uPj+ejjz4iPj7e6HHV1tbi6elJbm4ugYHGJzD94IMPePLJJ6moqMDWtndpoi4EQWDl9yvZemErMe4xmH9lTntTO+fOnTO6r+TkZCZPnsyaNWv48ssvjW63adMmHn74YdavX8/q1auNaiMIAh999BGnT5/mlVdewd3dnbqWNnIq68iurCO3qo6cyjrya+rRdpZPM5OICXJzoupCBjctnsfs+BhGuDtjJhl8+bi6uprbb7990LJZbWo1KSUVnCwqISG/mOyaOgA87G2ZGhzAtOAAJgX5GcqM9YVWq2XSpEkkJib2WNpWajUcKy5mT34u+wvyaVGrsJFKmRkYxMIRYZQnnEBeW8uf//znQc+nXaNmT3Eum/MyOFFZggiY5OnP6pAo5vuHYmU2cKTx9h072HI2AZtZcRyqzEEnCEx1D+b6oDhmeob2WetVEARmzpzJB19+SpK2jM0liVQrm/C2cmK1/wSWeMf3WQ5s7969/LD1R25+6S5+LDtAbmsx9ma2LPKaxkLPadhLe3+uBUFg4dp5LH5mFrmaDMxEZkxwnsks98U4mfe2Opp85Ppk+EzcwwBBENBqtajValQqlUHEmZmZGW4mYfc/x7B5s4etkNPp9ZwtruTw+QIOZxVQUNNRFzPIzYkZEUFk7N/JoR+/I+3MGWQymdF9hISE4OLiQkJCgtE+aElJSUyYMIH777+fd9991+i+nn/+eT744AO+/fZb5syZM+C+Tcomxn48ltyGXELaQhhbMZaPPvwIGxvjnPoVCgWrV69m/fr1BAf3X/7rUmpqali3bh0//vij0W0AXn75ZcaMGcOCBQv63Uej01FUKyenso6cylouVNSSkJkD0g4hZSk1I6LTgjrKz4NRvh54Odr3mky//fZbampqBvRz64uJs+fw4N/fILG4nITCElpVaszEYmJ9PJk2IoBpwYGEubv06G/Pnj0cPnyY1157rd/jqnU6TpaWsCc/l335eTQoFYg0GhaEhHFt9Ggm+/oZFRBz4MAB/rv7J0atvZbNuecobW3CVmrO4sCRrB4xijg3rz5/WObMmcOGDRvw9vamqr2ZTUVn+L7wDNWKFtws7VgdOJrrAmN7RLz+/PPP/PTTTwarslav40hNFhuLT3BWXoyVxJzF3nGs9ptAgK0b0PHjN336dDZu3IiXl1dHhG1zHlvLDnBafg5zsZTZ7hNY5jWrR2DE5s2bSUpK4h//+Ac1ykoO1uzgVMNRBAHGOE1mjvtS3C29DfubhFyfDJ+J+yqnywrX5XusVqsRi8UIgmDYBh2fd41Gg0wmQyKRmITdH59h8+YOKyEXGxcv/P3zbzlyvpBjFwppbFdiJhYzJsib6eFBTI8Iws9ZBsBLL73EO++8w48//jikxL633347TU1NfPbZZ0b7vJWUlPD888+zbt06Q+khY9Dr9UyfPp1jx44BHUEYGq0OtVaHWqPtuNfqDNsyazO49eelqHRK5kqu48WVb2BuJkFqJsFcKrn42Ozi467nIpGIadOmcejQoQFzmF1KcnIyX331FevXrze6DcCaNWt488038fX1NbpNfn4+zz3/PK+t/w8ZpVWG2/nyGtTajkhaJxsronw9iO4UdlG+Hjx83z08+eSTQ/L9Kyws5M9//jNbtmwBOkRlWlklR/OKOJpfxIXqjkhVNzsbg7VucpA/9911J0899RRRUVFG9aPV6/ku4Tjr9+xC5etDi1qFzNKSBSNCWRwSxjhvn34DJZYvX84bb7xBaGgoekHgVHUpm3LPsasoG4VWQ6C9I9eOiGLliCg8beyAjqXwzz77jE8//bTXOI5U5fLfglSOVeUhQsRMzxDWBMUxxT2IubPn8NVXX+Hj49NrHBeayvmu+CR7K8+iEXRMcAnhev9JlB9JJ/l0Mq+//nqvNiXtlWwrP8jhmtPoBB0TnGNY4T2bQEtvpk6dyp49e3pUGZGr6zlU8xMn6g6iFTREy8Yy1305vtaBJiHXN8Nn4r5KEQQBnU6HRqMBMPitdgm5S1GpVGRlZRl8mkUiEVKpFDMzM5Ow+2MybN7MYSXkXPyDBY81D+BgbcnUkQHMCA9icmgAdla9l8La2tp47LHHuOOOO4YUFKBUKpk3bx5Hjx4d0tjee+89HBwcDP51Gp0OeYuC+uY2GprbqW9pp765jfrm9h7PC0orsbSyQa3VoTfivWiwTKFY1pEsOKT+QWy0xiXqNZOI0apVeLk5I7O1wsHGEpmtFbLOewebvrft+mk7hYWFPP7440O6HpMmTSIhIWFIE9vXX39NY2Njjwz/ABqtjpyqOjJKqzhXWkV6SRWFtQ2G3HuitiaunTWFMUE+jAnywd2h/2XqLt566y3c3Nz69YesbmnleH4xR/MKSSgooUWlQiISIa6t4um11zM7NBhPBzujzuuxxx5j4cKFTJ0xg+MlxezIvcD+gnzaNRpcrW1YFBLKktCRjPbwNFyv/Px8HnnkEXbs2NHreK0aFbuLctiUm8Gp6rKONCReAawOGcUnf36WN179OyNHjux3PKVtcr4vOMPmojTqVW04iyxwyq3l28dewmGA6hENqlZ+LD3F5tIk6lUtUNPGI+NXsmrEJCwkfS/3Nqib2FlxhN2Vx2jTKXBotiSg2okXb+s7CKNV08yR2t0cq9uLQtdOuF0M94Y8YxJyvRk+E/dVSNdSakpKCtHR0YY/t3q9vl8hp9FoOHfunCFRfJfFrus3VCwWI5VKkUqlSCQdf55Nwm5YM2zevGEl5ELDI4WNu/YS4+85aLoHgMOHD7Nt2zbeeuutIfUzd+5cNm/ePKBFTq8XqJK3UFTdQGFlAwmp58gtqcTB1YOG5nYa25R9trO2kOJkb42znTXO9jYcPbCXG9asxtxMgoXUzGBBk0p7Wta6v/bwtj9xrHUfHtZebJi3ExuJQy/rneGxRodaq0Wj1fH1txuZt3Axja1KmtoUNLYqaGpT9kgncilmIrCzNCPEzxNPZ3s8nezxdLLDo/Pe3dGuVx45lUrF/PnzOXz48JCu+3333cedd945YJLdLloUKrLKq9mXfJbdJ1PR2rsYkh77ODl0ijpvxgT54N3HcuycOXPYvHmzUcvuWr2etLJK3tv2E5lNbTQKHceK9HRjTtgI5oYFM8LVud+6uNOmTevlU6fQaDhUVMCOnGwOFRWg1unwtrNncWgYS0JH8vHfX+Oa+fOZP3/+gGMrbpazJe8cW/IyKW9rRqLW8KfYiVwfGsMImfOAbdV6HfvKL/DUj5+h9pJhJZGy1G8UN48YS6iDW7/tNHotz33/H5LNa2m21uNkbstq/wms8p2AzLx3smCAdq2SbYX7+SZ7OxKZOUE2PlzrO48JzqP7DKZQ6No5XruPjKZkHh/5iknI9Wb4TNxXGd2XUk+dOsW4ceMM382hCLlL6S7sRCIRYrEYMzMzk7AbvgybN2tYCTlvb2+hvLzc6P11Oh3Tpk3j+PHjQ/oCvfTSS0yYMIF58+YBoFBpyCmr5XxpDRdKasgpq6WougGl+mKpLVtLczQt9UwaG4uLvTVOdtY421vjZG+DczfhZmXR03KxdOlSNmzYMKRi9pt+2MQTmU9QrC9mbtBcdt+026hkwdOmTevT0qjR6mhqUxqEXWOrgsa2jsfbdv2Mq7c/aqRUNTRT19zeo61IBK4Otng62eHl4oC3swMiVSsJB3fz/j//jt0AqUYuZebMmezbtw8zM7PBd+7k3XffxdnZmevWrCG7opbkgnKSC8tIKSynqTNS1t3BlrHBPkwY4cf4EX5YClrWrl07aHDEpaxatYr169ejtrTmQE4+B7LzOVNWCYC/k4y5YSNYEBlKpMfFXH0//vgjFy5c4Jlnnun3uC0qFfsL8tmec4GE0mK0ej1mzS08vmAhq8KjcLHuWxx1Ry8IrHn6MSRjR5Hc2oBW0DPO3Ydbw+OY5x+CtJ/PR0JCAt988w0PvPo8X+edZkfJOVR6LRNcA/hTyHime4b0Kgem1+sNy6Pn1dV8U3ick3U5WIilLPGO55agaXhYyXr19fzzzxMVMwqnyT5sKd9HhaIGLys3VvvMI1Tni4+Xd68258+fJyIiwiTkejN8Ju6rhO5LqV2iKikpifj4eMOcM5CQ02q1pKenG/VHs+t3tbuP3aXCbqh5QE385piE3JUgPj5eSElJGVIblUqFxQBRiJei1wukF5RzrriGCyXVnC+pobhablj2dLS1IszXlUAPZwI9nQh0dyLQwwmZrSWCIAzJ/6yjP/0v+kJ3Txb816l/5eVZLw/a5peUsBIEAUEQDGNUabRUy1upbGjuuNU3UyVvobK+mfK6ZqrlLT2WiD0c7Rjh7UKItwsjvFwY4e1CgLtjn9UgtFrtkERc1/h0Ol2vdnq9QH5NPSkF5ZwuKON0fikNnVU6AlwcGRfsw8zIYMYF+2IhNa5PtVptSHbbRU1LK4dyC9h7IY/EwlK0ej2+jg5cEx7CgohQwt1d0Wg0Rn8GGxTt7MnL5YesTFKrK5GKxcwLHsH1UdFM9PHrs8ZqFwqFAisrK2oVbWzOPce32WmUtjbhYW3L2pGx3BAWg7NlT1EoCAJKpRIrq44lVbmqnU2FZ/j8/AnqdUqC7Jy5PXQiy/xG9UhU3N7ejnU3gZnfUs17Z38ioaUAkVjEQq9Ybgmchr+ta482VlYdCbV1gp7E+jQ2lf5MYVs5joItt4atZJprvKGma9f4xGKxScj1ZvhM3FcBXb5ver2+h2Xs1KlTxMXFXXYh11f/Xcfvoiugwtra2iTsrk5MQu5KcKVKdLW0Kzl5vpiEc0UkZBbR0NJhdXKT2TLS142Rfm6Ed967yWyvGvN492TBO27YweLQxb/3kNDodFQ1tFBcLSevvI7c8jpyK+ooqmrokWokwMOJEC8XRng7E+LtyggvF9wdr9y11esFcqvrSMot5WReCcn5pSg0WqykZkwI8WN6eBDTRgbiZoR/HWDINdV9vI0KJfuz89idlcPJghJ0goCfowMLI8NYOiqcYBcnCgoKCAoKMqqP3Pp6Nmam8+OFLBqVSvzsHVgTNYprw6NwNSJaOScvj1c3fY0uLoJjFUWYiyUsDhzJbRFxRLt49tlGEASeeuopvP18CVo6g09zEslqrMLZwoabR4zlhqB4HC16WwizsrKYNWsWn27+hmxnBT+Wnkat1zLLI5LbgmYQZu/Vq41Op+Ouu+9mb8FRVr55G8WKSrys3Fjjew1Tuwk6U7BDnwyfift3pkucdf2R7f6dPX36NDExMYY/aAMJOZ1OR1pa2pBSU/VH1x/k5ORkw/G6fOy6B0+Y+F25On7ojeB/UsgJgkBhVQPHMgo5fq6Qs/kVaPV67K0tmBQRwJRRgYwL88PFwbjUHr8nrx1/jWcOPIPMUkbyXckEOxmfWuS3RKPVUdQp7vIqOgReXnkdVfIWwz52VhZEBrgT6e9BVKAHowI8cbIffFkROibZ5uZmo5eoVRotpwvK2HLsNOlVcqqb2wCI8HZjWngg08ODiPR275EsujsvvPACL774Yr/Hb2hXcKBL1BWWohcERro6UX/6JNve/hfONsadF8Ab//onB4qLcJo2haTyMszEYuYEBnNDVDST/fz7tNJVVVUxefJk7rvvPh5//HHyGuv58nwqW/LO0abVEOvqxW3hcSwICMO8mxX5b3/7Gy+++CJHjx5l6tSpCIJAYm0Rn+YkcrQqD0uJGasCRvOnkPH42ToBHZbA+fPnc+LECVpaWrCysqJB1crG4hNsKjlJm1bFJJdQbguewWjHAENf9fX1zJgxA29vb3bt3kVSfQYbS3ZR1F7eTdCNwUwsMQm53gyfift3oiugQavV9uuflpycTHR0dA8h17X0eimXU8h1cfr0acaOHWsQdt1/j03C7nfHJOSuBL9GyKk0WpKzSzl2rkO8VdQ3AzDC24WpUYFMiQpkVKCnUQloryYEQWDFdyvYlr2NGPcYTtxxAmup8SLBGNra2ozOV9edzMzMXvU6L6WlXUleRT155XVkl9WSlltKUU0j+s6PpaeTfaeo8yAywIORfm5YmfeOkHznnXcYN24c48ePN3p8arWacePGsX//fuRaOhJKny/kbHElekHA2dbaIOomhfhhbdEx2e/atYvbb7+dqqoqo/qpaWlle3oWb23bidZOhkQkYuqIAJZGhTM7LBjLAZZ2t27dysqVK3n22Wd55ZVXKJA38F1mBluyMmlQKvCxt2dNZDSrIyJxs7loTXz99dd5+umn+emnn1i0aJFhe7NaxZa8c3x5PpXCZjmuVjasHTmatSNjcTS35KmnnmLXrl2cOHGiV7BPblMNn+cmsa0kA51ezzU+4dwdNolQO1emTZvG/fff3ysKuFWjZHNJIv8tTkCubiPeKZA7gmcR7xTEwYMH+frrr/nXv/5lEOB6Qd9L0H0w5gWTkOvN8Jm4fwf6W0q9lJSUFCIjI7HsrMU8kJDrqnc8Zszl+yh2Cbm+xn+psJNIJAb/uktXA0xcEYbNBf5DC7k2pZq9ydkcTs/n9IVSlBotllIzxo70ZWpUIJOjAvF0sr+CIx4YjUaDVDpwlv6+KC0t7ZGfrUnZxJiPx5DXkMetMbfy+bLP+/yS79y5s8ePujHodDr+9re/8fLLg/vgdSchIYHt27f3mWNsIO68805Gx8Uzed5SzhVVca6wknNF1VQ2dAhviVhEiLcrkQHuRAV4EhXgjiVqIsLD2b59O9OnTze6r+eff56XX34ZuVzeI3pV3qbgeHYRR84XkJBdTItShVQiYWywD+P93fm/h9Yh0arIzc01uq/MzEzmz5/P9GUriF15HTvOXaCquRUbc3Pmh4ewdNRIxgf49rKuZWdnc8cdd/DEE0+wbNkyw3aVVsu+gjw2ZmZworQEiUjE7MBgbhoVw2Q/f5595hnCwsJYtGgRbm69I1D1gsDR8kK+yErlcHkB5hIJS/zCOPzavzn2w/Ye/m+XUqNo4cu8U3ybn0KrVkWgxoLQSjVvP/qXfn9clDo1W0tP82XhUepULcTI/Ml4Zzs//ONjvLx6L7t2CLp0EurO8ET47SYh15vhM3H/xmi12h654QYSPKmpqURERPQQcv0trXYthfYlvH4p/Qm5vvruT9h1WexMwu6yM2wu6B9SyOWV17Hp6Fl2Jp2nXaXBy9meKVGBTI0KJD7UF0vzvi0gbW0dy2tDtT5duHABZ2fnPouaD8RXX33F3Llz8fDwGFK7u+66izfeeKPHMmJGdQbjPxmPQqvgg0UfsG5Mz3qqWq2WsLAwLly4MCTxuHPnTp544gmysrKGNMbFixdjYWFhSLhrDJmZmURHR/O3v/2N5557rsdrdU1tZBZXca6winNFVWQWV9OqUAEgFempLcjkpiVzuHHJbEJ9XAdNT6PVarn33ns5evQoycnJ2Nn1nRNOo9NxpqiCI+cLOZyVT3FdIwgCPrbm3DhzErOjgvF2Gjxx9IULF/jrX//KJ598gkwm60jwW1zGtvTz/Hw+lza1Gg97W5ZEjWTpqHBC3VwAePDBB1m+fDmzZ8/u99hFjXK+y8xgc1Ym9Yp2fOzsaDqawKH/vI+TERGveY31fJaVzPcX0tCKREzzDuSOyDFM8woY8MehRaNkw4WTvJN6AMHGghgnb+4Om8Rsr7B+gzJUOg3by5L5T8Yu2s10jJL5cWfwLCa4hPTbl8lHrk+Gz8T9G2HMUuqlnDlzhrCwMKytrQ3pRVpaWrC0tMTR0RFHR0fs7OwMyYJ/LyF3KSZh95swbC7gH0bIaXQ6DqXlselIOim5ZYhFAgvHRXDttBhGBXoY9aFuamri0Ucf5bPPPhvSuPbv38/GjRv55JNPhtTuqaeeQiQS9VnuSRAE2hVqmtqUNLcqae66b1Xy/IuvMHHyFOLi4kEQEAQQEDjdvI8Nla8gEUl5xOcd/CzCOo8FJaWlbN60iZvX3kDEyBBsrMyxsbLovO/52NrK3CCEli9fzvbt22lqaupX7FxKeXm5wfdpKLnkcnJyWLlyJc899xxr1qwZcF+9XqC4Rs65wkp+OnKacyW1KIQOgW5rZcHoYC/iQ3yID/VhpK9bn0vmq1at4s0338Tf398o/xNBEDiWdo5n3/4I9+jxZFd2VH+I8HZjdtQI5o4KIcjNqc+2jz32GAsWLGDu3Lm9XlNqtBzMyWd7xnmO5XekH4nwcGNBaCCfv/AXThw6aNTnV63T8XN+Lq/+tJ1qMwkWEjMWh4axNno0Me4D/1lobm5m9uJF3Lz+Nb7OTqNG0UaozIXbI+NZHhSJZT/RxK+++iqObq7IZsbxcc4JytoaCbZz4a6wSSz2i8K8j7Qncrmc+Quv4fGv/8k3pSeoUjYS4eDDHcGzmOIa1utcTUKuT4bPxP0boNfraW1tJTc3l8jISKNFTFpaGqGhoajVajIzMwkMDMTJyQm1Wo1cLkculxv8Ph0dHSkvL2f8+PGXTST9UiF3KV2irrW1lZqaGgIDA03C7tczbC7YsBdyNY2tbDmWzo/HM6hrbsfL2Z5rp0XzyatPs3ThfJ588kmjj9+VxuKrr75i7dq1RrfbunUrK1asICkpadAqEoIgUCtvpbRSzl9efI38kmquu+EWlGo9zW2KHqJNpx/gvREEJBIxiESI6FpCgDznLVTaH8dCKyO+8s+Y6+0QiUCj1aJSqRH3k4H/UqwspNhYmaNRK9AqW4mLCcfX0wVXJztcHW0NNxdHG8z78PFavXo1b7zxBoGBgUb1Bx0O+vfccw9bt241ug10COJrrrmGyNixpOSUkZJbRmpuGUXVcqAjCXNMl7AL8SHC3x2NWsW8efM4fvz4kPp67bXXCAgI4Prrr6ekvpH9GXkcOJfH2ZKOfHJBbk7MiRrBnKgRhHt35JNTKpVMnz6dkydPDioYG9ra2ZmZzY/pWWRW1iAB5kWEsjImkslBfoNaGltbW5k1axaf79jOxqxzbL2QRZtGQ5SbO2tHxbAkdCRWfVhkX3rpJQIDA7n55ptR63T8VHiBTzJPk9VQg7OlNTeNHM3NI2Nxtbpora6trWXp0qUcO3YMMzMztHo9e8qy+DA7geymGjyt7Lk9dAKrA2OxNruYtuWRRx5h2rRprFy5Eo1ey87yM3xecJhKhZyR9l7cETyLaW7hhh8ek5Drk+EzcV9BuueG6yqhNZRghDNnzmBtbY1cLic6OhpLS8tePnKCIKBQKJDL5eTn52NhYYGtra3BYmdpafmLRdLlEnJdNDc3U1FRQVhYmCFBcdfYTMJuyAybCzQshZwgCJzOLmXT0bMcPpuPXhCYHBnI6mnRTIoMQCIWs27dOr744gv27dvHtGnTjO7DwcGBqKgo9u7da/QS6+bNm3nkkUd48803uf766wFoalVQWimntKqRkio5JZUNlFbJKamSo1RdTCSMoMPNyR6Zgw32NpY42Fpib2OJvW3nreuxjRUOdpaYifR8+P67TJ0yifnz5/f6Mqp1aqZ/MZ3EssReyYKnTp3K4SNHUCg1tClUtCnU3W7dnrdffJx1IZeWdjVSK3tqG1pRabRciszOqkPYOV0UeJ9+9C7vv/0GAV5OONhaGTVp7Nixg4yMDJ599lmjrnsXU6dOZd++fQY/ly7qmtpIzSsjJaec1Nwy8ivrAbCUmuFlL8VKLeeFh+8i2KvvqgyXIggCkyZN4sCBA718yKqbWjmYmcf+c3mczi9DLwh4O9ozJ2oE+ooCBHkNTz/9lNHnpNFomLBgEcsee4qdWTk0KpR42NuyPDqClTGR+DvJ+mz3z3/+Ezs7O+6++26gI9nw1uzzfJOeRk5DPfYWFlwbHsWNo6IJcuywHjY0NLBo0SKOHz/eIw+iIAgkVpXyaWYyB0rzkIolLAuO4I6IMYx0cuXhhx9mzpw5LFmypNd1OlqVz0fZCZyuK0FmbsXNI8ayNngs1YUlPPzww+zZs6fHNdfqdeyuSOPzgkOUtTcQYufJHcEzmeEegcQUtdoXw2fivkJ0FbHX6XSIRCI0Gg1nz541Whip1WpOnDiBk5MTUVFRhrxuarW63/ng9OnTjBkzhra2NoPFTqlUYmdnZxB2Q8lbermFXFNTE1VVVYSFhfXY3mWx6y7szMzMDDeTsOuTYXNBhpWQi4uLF5785yd8fzSdoqoGHGwsWTYpklVTo/F1lfXYd9++fbz11lu8+eabQyqmfurUKZ5//nn27Nlj1P46vZ684lpeW/8xFvae6MRWlFTKaWq9WKJLIhbh6eqAr4cjfp6OF+/dZaxavpATCQlGjw9g/fr1eHl5sXr16j5f7y9Z8NSpUzl27NiQ+nrrrbfw9/dn5cqVCIJAc5uS2oZWauWt1Mk77msbWqnp9lh+SfUHextLfD0c8fe6eO5+Hh2PLbtVunjuueeYPn06c+bMMXp89fX13HTTTUa9X/JWBamd1rofDySiFHcIPzeZLRMj/JkY4c/4kf442PRdjeLMmTO8/fbbfP755wP306bgUFY++zPyOJlbgkanw9PBlsXxESwaHcYID5dBx7px40ZycnJ4/vnnUWu1HMotZEtaJsfyi9ALAmP9vFk1OpL54aFYd0bxKpVKpk6dyvHjx3v9mAiCwOmKcr7OSGNPXi5avZ4pvv7cFB3D4c++IDYmhuuuu67f8RQ2NfB5Vgqb8s6h0GqIk7lR9cNujm/474BWxtS6Uj7KTuBgZS7WEikW6SW8vvhWZsT3HV2s1evYW5nOZ/mHKGmvI9jWnY1THzEJud4Mn4n7CtBXbjitVktqaqpRtbXlcjlZWVlIpVLCw8MNbiPGCLlLhVfXsm5DQwNyuRyNRoODg4NB2A3kk/xbCblL6U/YdVnsxGKxSdiZhNyVwdErQAhc9jBRAR6snhbN3PiwfgMXoONLsn79er7++ush9bNw4UI++eSTPqPptDo953IrSD1fRnpOORm5FbQpOmp8SsV6RoX59xBrfh6OeLk59FnJAGDKlCkcPXp0SDmCvvzyS1QqFXfddVe/+/SVLPiXCLmnn36axYsXM2XKFKPb5OUV8MzzL/Pok89RUimnuFLeYY2sbKCmobXHvu7OdoZrtXvbd7z0l8cYM2oEVpbGLQFv3ryZgoKCIS2ha7VapkyZwtZde0k8X8LJrCISz5fQolAhFomI8HdnUmQAkyMDiPT3MOSSe/zxx1m4cOGAgQeXcvpMGn9952P8J80mMbcEvSAQ4uHCotgwFo0eiadj76hpQRCYMWMGmzZt6hVxWt3cyraMLLakZVLU0Ii1uZSFEWFcGxvJye1bUavVPPLIIwOOqbatje+zMvg2I53K1hYkbe08MXc+14+KwX4Qa0KjSsF/s9P5V8I+NJbmRDm7c8+o8SzwDx1w2TenqYYXDm4iRVuPhUTKmqA47gqbhLtV336XOkHPvsp09lek88+xt5qEXG+Gz8R9GRkooEGn03H69GkmTJgwYPvCwkJqa2uJjo4mPz8fPz8/7O3tDa8PVchdil6vp6mpCblcTmNjIzqdDplMhqOjIzKZrEcVmsst5BobG6mpqSE0NHRI7boHT3RV8um+FPs/KuyGzQkPKyHnHzRC2H3oOBH+xkd5btiwgVtuuWVIH8KEhAS8vLwM/l1NrQoSzxaRcKaAk2cLaWlXIRJBkLcL0aFeRId5E+bnTFpyAitXrhzSOW3dupVrrrmm17LgQOTk5NDW1tZv8eYuuicLTrk7heR9yQNaXfri4MGDjBo1akgRuVVVVVy4cIEZM2b0eq1dqaas23JzSaW887Gc1vaOKFSJWESQjwuRIzyJCPYgMtiTAG+nPoXCqVOncHZ2JjjY+ETIzc3NHD16lMWLL1bC0Or0ZBZXcTKrmBOZRWQWVyEI4GxvzZSoQKaNCqLkXBJrb7h+SGXYMjIy0Gq1xMbGUtfSxt70XHalXSCtuBKRCMaP8GN5fASzo0YY8uOp1Wp++OEHwzJ9XwiCQEppBVvSMtmTlUO7RoOHhZS7p03k2jExWBhR6kyr1/PNiQS+yznPhdYWbM3NWTtqNH8aHTdg5Qi9Xs9nGzZgNzmeDzOSKGiWE+zgxEMxk1gcOLJfQbd9+3Z8YsL5vuY820rSMRNJWDtiLHeFTcKpj2oR0JFqx8/PzyTkejN8Ju7LxGC54fR6PUlJSUycOLHP9iqVioyMDOzs7AgJCUEsFnPu3Dl8fX0NORMvh5C7FK1W20PYiUQig7DLy8szyoJoLHK5nLq6OkJCQn7VcbqLOpVKRUtLC56enoal2P8RYTdsTnBYCbkrVaLrUgRBoLC8nuNnCkg4U0BGTgV6QcDR3prJsYFMjg0mPsIX+36W4K4WuicLHu0xmhO3n8BKavV7D6tPBEGgvrGNC4XVZOZXkZlXSVZBlUHcWVtKGRnoQeQIDyKCPYkM9sDNybgo2l9CY6uCk1nFHEnP50RWMa0KFeZmEiZHBjAvPoypowKxtjQf/ED9UNbQxPaULLYlZ1Eub8bW0pxrokNZNiaS0f6eQ5okW1VqdmZe4JvTZ8muqcPJ2orr46O5cUwMrrbG+Xmeq6nmw5RT7MrNQSqRcG14JHfHj8XPQTZgO51ez57iHN5OO0F2Yx0BtjIejpvMksBwzAaw0JW0ynn3/FG2FadjLoi5M3wSd4RNwlba2yJoCnbok+EzcV8GuqxwfZXZ6kIQBE6ePMmkSZN6vdbQ0MD58+cJDQ3t8ac0KysLLy8vQx7JKyHkLkWj0dDY2IhcLqeiogJ7e3scHR1xcnLCzs7uV1VwaGhooL6+/lcLue50LdeGhIQY0p2IRKIePnZ/UGE3bE7IJOS6oVBq2H08i837zlBQ1uEYHxrgxpTYICbHBhEe6NFvyaarle7Jgm8bfRufLf1s2Hzh9HqB0io5WflVZOZXkplfSW5xraFmq6ujLRHBHsSEeRMX7kuI/+D5434JGp2OM7nlHEnPZ39qLrVNbVhIJUyJCmRufChTo4KwsjBuKbjrh6j7OSYXlrEtOYu96TkoNFoCXBxZNiaCFWMjcbHrEGJyuXzQ8mOCIJBUXMYXiakczi1AIhYzxcedh+fNIsKzd1LgvihslPP4N1+RKejQCQKLQsK4J34s4a4Dt6+sqmLJEw/hvPIashvrCLR35IGYiSwLiuhX0AmCwLP/fp1dmgoUQa7IzK24O2wSNwWPxcrs4vU0Cbk+GT4T969gqLnhTpw40UPICYJAfn4+DQ0NhqjU7mRlZeHp6Wn4bv0WQu7S40VHR9PY2EhDQwMtLS1YWFgY/OtsbYdWf7qhoYGGhgZGjBhx2cbY13Jtl39dF13CrqvyxB9E2A2bEzAJOaCiponN+86w4/A5WtpVhAW4sWxmNFNig3BzvnJWn9+K9Op0JnwyAYVWwYeLP+Tu+Lt/7yH9YlRqLbnFNR1Wu/xKMvMqKa9pAsDO2oLRI32Ii/AlLtyHEX6DCzulUjmkZW29XiAtv5zvD5witbCWuuZ2LM3NmDoqiHlxoUyKCuizhBh0/LPdu3dvv0EqbUo1ezNy2ZqcSUphOWZiMTMjg3BuqyPMxY7V115r9DjPFZdyw9/+D3FoBEqtjnH+Ptw6LpaZoUEDXpPPPvuMP//5z2QVF/PF2VS+yThLm0bDdP9A7h0zjrFe3r0m6LKyMubMmYO/vz+79+xhb3Eu68+e4HxDDQF2Mu6PmciK4Mhegu6bb75h7dq1vPzyyyy773b+nXmYY9X5uFnacm/4VFYHxmIulpiEXN8Mn4n7F9JVLmuwMlvd6S7kVCoV6enpyGQygoOD+7R0nT9/Hnd3d5ycOiK4fw8hd+nxulKdyOVyWltbsba2Ngg7a2vrAa9DfX09jY2NQ3I1GQxjxGFfwu7SOrHDUNgNmwEP7kjzB0UQBJIzS9i09wzHUvMRi8XMHBvCdfNjGRXiNRw/dP0S7R7NR0s+4uYfb+bB3Q8S6xHLWO/LNxn1hU6n+0Vf3qqqqgErXViYmxEV4kVUyMVAlJqGFr7ctBuNREbq+TKOpeYDPYVdfLgvI/xce1hUNRoNr776Ki+99JLR4xOLRTSX56HOOc7uN9/kTF45+1Jy2J+ay76UHKwspEwbFcTc+FAmRQQYgnF0Oh033XQTK1as6PfYNpbmrBgbyYqxkRTVytmUlMHmk2m0aXS41ShpPnSa5WMjcbYduFqDQqHggVtvJi8piYq6en5MP89Xp89w/6Yd+Do6cPPY0awaHYntJYENeXl5PP3008TGxuJhZ8fTU6Zz75jxfJ2RxhdpqVy/5TviPb24J34cMwODDNUbamtraWlpYcqUKYhFIq4JCGWefwj7SvJYn5bAE8d3887ZkzwQM5EVwRFIO9PhtLW1cdNNNzFv3jxGOXnx6dQbOV1bzL/OHeLFM7v5NPskD0YanzrIxB+DrtxwOTk5BAYG/qKlxrq6OrKzswkLC8PFpf8o8a6KDVcTVlZWWFlZ4eXl1ZEYvr0duVxOQUEB7e3tPXLYWVn1dJW51OJ/OTDmmCKRqFfqIrVajUqlMojwLmHXVSf2j/Qb+3vzP2eRUyg17EnIYtPejuVTR3srls+KYcXs6Cvqc3U5+aVf1ru23sUnZz/B196X1HWpuFgPngajy5djKIl9AbZt28a4cePw9PQcUrubb76Zzz//vEdk12BUVFSwcOFC0tLSAKipbyH1QhmpWaWkni+lrLoR6EiDMnpkxzJsfKQf337+PsnJp9mxY4fRfdXU1DB69GjuvPPOHgJQq9OTmlvG3pQcDp7JpbFNibWFlOnRwcwfG8aubz/h9df+zs6dO1m4cKFRfWm1Wq5ds4YjF4pZdO/jpJVUYSYRMztyBNdNGMW4YN8+PwcKhYJFixbh7+9vSJWi1evZfyGPL5JSOVNWia2FOdeOjmLt2NH4OnY4ehcUFLBu3Tqee+65XrkXFRoNm7LO8XFqMuUtzYQ6OXPv2PEsCgnj6SefZMKECcyfP79X9Q9BENhfmsf6tBOcq6/G307Gw6MnM0XmxpJFizly5Egvi6ggCByrzuetc4fIba4lc9VfTBa53gyfiXsIdM8Nl5iYyMSJE4ccqObq6kpTUxPR0dGD5nTLzs7G2dnZIPauBovcQHRVb+iy2KlUqh457Jqbm2lpaSEoKOiyjbGuro7m5uZfdcwui113H0dBELCxsTHksLsKhd1VN6D++F2FnEgkkgFBnbexgiAMmDH11wi5itomtuxLY/uhDMPy6XXz45gzIQyLAVKYGMNQl+e6yM3NHZJTqiAINMjb+ObbH4kZPY52hZp2hRqFQtPtccet63l7u7ojAXCbkhZFK2fDP6bJphi3tpFMq3kQqZkZUjMJZmYSzMzEPR6bmUmoKC/FTALjx8cic7BC5mDTeW+No8waBwfrPq/fzJkzefbZZ/ssSdUfZ8+eZfTo0ZSXl/eZ+qU/brrpJg4cOEBVVVWfr9fUt5ByvkPUnTlfZhB2GmUL9pI2/vLYnYwb5W9U8MrevXu5/vrree6553j00Uf73Eer05OcU8q+lBwOpuXR1KbESipG0ljKn29byZKZxv84zZ07l+eff56pU6eSX13P5qQMtqVk0axQ4e8i49rxo1g+JhJHm4v/zFNTU3njjTf49ttv+7RmpJdXsSEplT3nc9ELAnPDgrl94hjefPoJHnjggQHTN2h0OnbmZvN+8ilyG+rxsrZBnZDIsY8/GTBSVhAEDpTm868zx8lqqMFGoeY69yCeW3lDv3VZBUEgu6mGcEcPk5DrzR9OyF2aGy4xMZHx48cbbZFTKpUcO3aMwMBAgoODjfqO5eTk4OjoaAiAuNqF3KXo9XpaWloMwk6hUGBubo6/vz8ymWxIdbX7o6amhvb2dgICAn71sQCDBfT06dOGKhxisbiXj91VgEnIGdW5SHQ3gCAIH4lEoteBfEEQPupvf2OFXHl5Oc7OzlhaWpJ6vpTv9qRyLCUfkQhmjgvtd/n0yJEjhIeH98rdNRhvvfUWq1evxsfHZ0jt1qxZw9tvv427u7thm1qjpaq6iYrKRiqqmqiolHfeN1JR1YhK1buyAoBEIsbayhwrKynWnfVSrazMsbY2x8rSnMqKEk6dSmTJTQt4o/YeWoUmZppfz0zJjWi0erRaHVrDvc6wLTc3D5HYArHEEq1W32ffVlbSDmHn0CHs9DoFm777imVL53Hbravx8nTExcl20ECRe++9lw8//JCkpCSjJ7eu5bmamhpOnDhhVJvq+mZOZRTzyr8+wco5EKVah1gkInKEJxNjApkYE0BYgHuf4925cycnTpzgmWeewdbWdtC+NFodJ7KKePofHyLIfFBrdfi6ylg4biQLxoXj5ybrt+3p06d55513+PLLL3tsV2q07E3PYVNSBmeKKpBKJMwdNYLV46MZE+TNqlWreOmll4iKihpwbFXNLXxz+iwbU9NpVqqwbm3izdtvZmZoUL/iqgu9ILA3P4/Hv/sWhZ0tXnZ2rIsfx3URUQMKOr0g8O6BXbyXeRqlvTVhMhcejZ3CfP+Qfn88TT5yffKHEXL9BTQkJSURHx9vlHW+traWnJwcdDrdkCr55Obm4uDgYJjzh5uQu5SqqirkcjkWFhbI5XIEQTCkOnFwcBjSSkcX1dXVKJVK/P39L9s4oSN11Lhx4wzCrruP3VUi7IaNkPtdfeQuEW1BwL7LcVwLCwtmzFtC7JzbOJNdhczOiluWjmPl7JgBgxcsLS2ZM2cOBw8eHNCv4lJ0Oh3XXXcdR44cMfofkEqtpbxKwT0PvsGESXMMQq22roXu2trSQoqnhwPenjLGxAYgNdPwzFMP8/jj9/OnW2/uEGpW5phLBy6xct9993E64Us+++AJJtv8wNyv5nJIvZHHbriJxaHL+mzT0NDAxIkTkclknDx5knaFhsamdhob2zvum9qRN7XT1NROY5MCeWM7tXUt1NU14Rs8kzNZOs48tREAc6kEDw8HvD1keHk64uXhgJdnx2NPDwcszM1YuXIlMplsSP/8bGxs0Gg0bNu2zeg27s72BDhDhHMzH3/yEFn5lSSmF3HybCEfbU7go80JONpbMX5UABNiAhk/yh9H+w6/tC+//JIXX3zRKBEHIDWT4CZV46Ms5LM3XubgmTx2nTrPR7sS+XBnIqMCPVk4biTz4kNxtOvp+/bmm2/yl7/8pdcxLaVmLI2PYGl8BLlVdWxKymBHynl2pWXj42CD1tGboNCBM7sDeNjb8fjsKaybMo5r7n8YwqO57/vtBDk7cfvEOJaOCu9XlIlFIixKyxiTW8htf3ue/5xK5IXDB/jP6UTujB3DjaNisO7juyDo9Wx+6XV2fvEFmaj4d1oC9xzaSqSTG4/GTmG2r3GWFBN/DAbKDScWi3v8uPeFXq8nNzeXlpYWxo4dy1BXbK5GH7lfg0gkwtra2iC6tFqtISK2sLAQkUhkWIa1t7c3KiemXq+/okKqey1YuGixU6vVqNUdyfbFYnGv4AkTF7kqgh1EIlEQ0CAIwv5fe6yWNiXf7DkHPvNIPlfEsmmhPHH3CqOWT6Ojo8nKymLp0qXs3bvX6B9rJycnTp48ySeffMK9997b5z5NzQrOnS8nI7OMjMxysnOrkNhMoaEVTiTl4evtxOhRfnh7yvD0kHXeO+DkaNNjcjt16hR+3pY4OZjh5SkzanwAf/rTn8jPz8fV1ZUo9yj+b9b/8cyBZ7j5x5tJuTuFIMfe/g9OTk5cf/31TJs2DZFIhK2NBbY2Fvh4DZwGQ6/XM23adL7btJ2Kyi6rYmPH46pG0s6VolBoerRxdbZFp23F1zuApJQKgoO0BPm7YDFIWo+unExDSVgMHYmYly1bhplETHSoN9Gh3tx97WQamtpJyigiMb3jtifhPCIRhAd6MDrMk4p6xaDlby7lgw8+4N5778XOyoJlkyJZNimSankLe05ns/PUeV7/7hD/3HSEiZH+LBwXzvToYCrKSmhpaSE6OnrAY4d4uPDsspk8umAKe87m8MrXP6ByDmL2Kx+zYmwk10+Kwc9ZNuAxUhJPEqpX8dGj69iTlcOnJ1P460/7+fehE6wdO5obxsQgs+q57KzT6Xjuuef4/vvv8fLyYoZ/ICfLSvnP6URePX6ED5JP8afYeG6OHt2jWsSnn37K3LlzCQ4KIhhYGBDGtoIs1qed4M4DPxDj4sljcVOY5hVgEnR/cLqK3feXG24wIadQKEhPT8fV1ZX4+Phf9Hn5owm5S8/FzMwMFxcXg2FCo9Egl8upqakhLy8PMzMzg7DrL4fdlQigGIi+hF1XYmKVqiOvqEnY9eSqEHLAtYIgrOvrhc7l17sB/Pz8+j2ATq9nx+FzfPD9cZpaFYR6mnPmwHfMf+J9o33grKysePzxx0lPTzdaxAGMGzeOO+64w/ADLwgCVdVNpGeWk5FVRkZmGUUlHXnpzMzEhIV4sGpZPL5eNrz5xl/YtmvvkPpatmzZkBM+jh49GrVabVjGfWryUySWJbItexurvl/Vb7Lgtra2Iecyqqmpwd3dDW9PR7w9HYGAHq8LgkBjU7th6bi8spHKqiYOHEokO9+Ms1k/Ax0Roj5ejgQHuhIc5MaIQDeCg9xwdb44nuTkZMaMGfqq2759+3j88cd7bXdysGbBlAgWTIlArxe4UFhNYnohJ88W8d/dZxDcp7PikU+YMTaEGWNGMCrUa8B0Hm1tbSQlJfHvf/+7x3Z3RztunTeGW+eNIaesll2nzrPndDbHMgqxsTTHRlXPtbeuM3oStTKXEmyhI6D8LH95cz3fJqTxbUIaXx1PZdrIQG6cHMvEEX69losFQeBvf/sbGzZswEwsZnHUSBZFhpFYVMqnJ1P49+ETfJRwmlWxkdw2Pg4fWUdgxOeff878+fMNvowikYhJvn5M8vUjuaKc/5xO4p8nj/NRymluGx3LbTFx6Nra+PTTTzly5IihfzOxmFUjolgaFM6WvHO8k3aSW/duYoybN4/FTmGS1+VdzjHx+3PpUmp/P8IDCbnq6mry8vKIiIgYNL/iQPzRhBww4HwhlUpxc3MzLCWrVCpDYuL+cth1lez6Lcd56X7d9+1L2HWVE5NIJIao2P8lfnchJxKJrhUE4Y3Ox3GCIKR2f71z+fUjgKCgoD6/cZW1zTz79nbOF1QTO9KHR26eQYCnjOrqFTzwwANs377d6PG8/vrr3HPPPWRlZREREWFUm6ioKO6//wHe+3ATyRlqTiUXUFvfUVPU1saCyHBv5syMIDrCh5GhHj2sTJ9/YodGoxmSU2pERAR1dXVG7w8dX+CuXEnQ8eXYsHwDYz4eQ1pVGvftuq/PZMEWFhaG8jXGUltbO6B/lkgkwlFmg6PMhsiRF4MaTh//hE2bNlNV00R+QS15hTXkF9RwPqeKQ8eyDfs52FsxIsiNkSEelJZkMn7C0FJUyOVy/Pz8sLYeOI2HWCwiItiDiGAPbl8xkZtu/hOL19xN8oUqtuxLY+PuFJwcrJk1LpS5E0cyKsSrl1A6dOgQN95444ATS6iPK6E+rjy4fAopOWXsOJnJrsR23jtcwJ7sL7lu+mgWjw8ftJLEZ599xvPPPUdMgDdxAd5UN7WyKTGd75MyWPfJDwS6OXHr1DiWxIVjIe346nc5HHf/kyQSiZgY6MfEQD+yq+v4LDGZ/yan883psyyMDGPdpDF8//33bN26tc9xjPHy5vNlK8moqea900m8cyqRT8+kENzSxhN//WufgUFSsYTrQ2NYGRzFd7np/OfsSW78+TtGOwzN0mri6mYoueH6EnJ6vZ7s7GwUCgVjx47F3Lz3d2IoFqQ/mpAbqvXMwsICDw8PQ8qnrhx2JSUlhhx2AHZ2dpfVMvdrrnlfwk6v16NUKtFqtVRXV+Pn59fDYvdHF3a/d7DDHOBDoLFz01MDLa/Gx8cLKSkpPbadzS7n6X9vQ6PV89Ttc5gzIaxXIeWh1MaEofkEtLer2Lk3g00/JlNd24yVlZRx8UHERvsRHelNgJ8LEsnVa/YdLsmCW9tU5BfWUFBYS25BDbn51eQX1qLrrPLg6+1IbLQfsdF+jI72w8nRuNJUQ6H7RNbWruLE2UIOncol4UwBKo0WD2c75kwcybyJIwnxdzXs+0smwFaFin0pOWw+ls75khpsLc1ZMjGSNTNi8HPr2wLRXz9qrZaf03P56lgqWeU1ONtas3ZKLNdNiMbB2tKoz3tVcwsbTp1hY3I6Co2G+eEhPDh9IiNcnQc9l+z6Ov5zKpGfcrORWVpy35jx3Bw9esCgCKVWy7fZaWwrOM/2pbeYgh16M6zUR1duOI2mw6XCmHQT6enpBAYGGlLatLe3k56ejoeHB/7+/n22P3ny5JAiXYuKipBKpXh7exvGOZyDHSoqKtDr9UMOvOuLrhx2+fn5qFQq9Hp9j1QnvyRTQxc6nY60tDRD1OrlQqFQkJeXR2RkZA+x2GWxG6KwGzbqb1jnkdtxOIPXP9uPp6sDbz6+HH8vpwFaX17qG1rZsi2FbbvTaG1VER3pw+oVY5gwNghz6e9u6BwSX6d/zc0/3oy5xJzjfzp+xZMFXy5Uai0FhbWcPVdKWnoJZ8+V0a7ocI7193XuEHYxfowe5YvMYWDr26+hTaHmaHIee09e4NS5YnQ6Pf5eTsyfNJK5E0fi6/HLl34EQSC9sJLvDqWxPzUXrV7P5MgArp8xmokRAUMqGScIAkl5pXx+JJmEnGKszKVcOy6KW6bF4ykzLodiQ7uCDUmpfHnqDEqNliVRI3lg2gT8nGSDts2qreH1hKMcKynGx96exydOYUnoSFpbWrC3t+93zGKx2CTkejNsJu7uueGGki+se0H7qqoq8vPziYqKGnCFIDExkbFjxxr95724uBiJRGIQPsNdyJWXlyMIwmURcl0UFRVhbW2Nq6srra2tNDQ0IJfLUavVhjqxjo6OfVpH+0Oj0XDu3DliY2Mv2zgBWltbKS4uJjIy0rCtaylWEASam5u588472bvXKHcmk5C7EnQJOa1Oz7vfHmHjnlTGRfnzykOLf7MC9kUldWzccpr9h7LQ6fVMnRTK9SvHEjHS+LxnVyP377yf95Lfw8/Bj5S7U4xKFny1odXpyc2r5kx6CWfSS8jILEOh7LAABAW4Mjrat8NiN8oXe7ve/oCXg8aWdg4m5bLv5AXOXCgDIDLYk0XTIpk7MQy7X/E5rW1qZcuxDH44lk5dczt+bjKumx7DkomR2Fn1TnyqVqv7nVwvVNTyxdFkdqdlIxKJWBoXwZ0zx+LnIjMqv2FDu4JPTpzmm9Nn0eh0LB81Eo+6Ch664/ZBz+NYSRGvHz9KVl0tPuYWxCtUvPVob3/FLkzpR/pkWEzcXUupCQkJTJo0aUiW6aysLNzd3amqqkKtVhMVFTWoC8qpU6eIjY012lWlpKQEkUiEr68v8McQcoDBwng5KCwsxNbWtldAmV6vp7m52ZDDTqfT4eDggKOj46A57FQqFRcuXCAmJuayjROgubmZiooKRo4c2efr5eXlPProo+zevduYw5mE3JVgzJgxwqEjx3nu3Z0kphex5po4HrxxOmZXeOlSEATOnitl4+ZTnDxdgIWFGQvnjmL1ijGdzvzDH5VWxfQvppNUnsS84HnsunEXEvHQlqSvNrRaHRdyqzqE3dkSzp0vR6XSIhJBSLA7E8YEMX5sEOGhnkNe/jZmubSmvoV9iRfYdTSL/LI6zKUSJo8OYPns0YyN9Dfamnbo0CGmTJlimBg1Wh0HzuSy8XAa6QWVWFlIWTw+nDUzRhPk2bHUqdFoeOaZZ3jzzTcHPHalvJnPj6Sw+VQGWp2e0e72qLNOsfGTD4waW01LK+8eSuC7MxmIxWJuGhvLuinjcLUdeGlbLwg89N67bK+twszJien+ATw5eRrhLr194kxCrk+u6om7+1KqSCTi5MmTPYrZG0NGRgaNjY34+/vj69t3FZNLOX36NDExMUZbh0pLSxEEweAjOtyFXFlZGWKxeEgJ1QcjPz8fmUyGs/PAbhQ6nY6mpibkcjmNjY09ctjJZLIeVtKuJdBRo0ZdtnFCh/9zXV1dv39Ec3JyeO2119i0aZMxhzMJuStBdMxoIXzuQ5TXNPHk7XNYOuPyfgguRavTczQhh+9+OMWFnCpkDtasWBLL8kWxV3Sp7veitKmUuI/iqGuv47lpz/HSTONrkP7etLe3Dxq8oNZoOZ9dyZn0EpLPFJN5vhy9XsDezpJx8YFMGBvMuPhAHOwHttYlJiYilUqN9u8QBIHzBVU8+vx6dFbetCrUuDvbsXBqJIumReLjLuu37ZkzZ7j11ltJT0/v8/Ws4mq+O5LGz6ezUWt1TIzw54YZo1n/8tMgCMZOWNQ2t/LCF5s4XFCN2NyCOVEjuHvWOCJ83Adsp9frue222/jv9h3c+e/3OVJWhVQiYe3Y0dw5aQyO1n1fy/b2dhYtWkReYSHPbf6e91NO06xSsjI8kkcnTMLL7uJSq0nI9clVO3H3lRuuezF7Y6ioqODChQsEBwcPKRFtSkoKkZGRRvtvlZWVodPpDH0MdyFXWlqKmZnZkEsjDkReXh5OTk49guWMoSuHXZewk0gkBmFnZmZGSUlJjyXQX4qg0yHqFImDlRM7c+YMn3/+uaF04SAMGyE3rJy5SqrkeLUqeffZ1Yweefl8AC5FoVSza28Gm7YmU1nVhI+XI48/MI/5syMHzWs2nPF18GXjqo3M+3oeLx99mXHe47gm6JpflA28rKzsF/lp7Ny5k0WLFg25ry1btvDwww8PuJ+51IyYKF9iony57cbJ/O3FVzG39AQzN5KSC9l/+DxisYjwME8mjAliwrhgQoLcekzqDQ0NrFmzhp9//tno8YlEIrZv2kDCtnepq5dzLDWfnUcz+WJbIp9vTSR2pA+LpkUya3xoj8jUgoICFixYMODyQ4S/Oy/eMp9HVkxly/EMvj+cxkPvbUMhCmDKCCdUGq0hQnUgXO1tiRC3sWPHp9z0l1c5klfK/nN5TB0ZyLrZ4xjt3/c/fLFYTFNTE0/efx8v3byasqYW3j16kk9PJvPflHRuGx/LnybEY2fZc+k3Ly8PqVRKYkIC3t7erImK5v3kJL44e4YdORe4bXQc940Zh73Fb+MyYeLycGmZraEG+eh0Os6fP49Op8PHx2fIDvVDjUK9dH+dTkd1dTV2dnZYW1v/4aMdjeGXRqtemsNOrVbT2NhITU0NcrkcrVZLcXGxIYfdUPvQqzWUvfsVHreswNylY2VMp9MNGOjSPRL3j8SwssiFR0YLBw4fw8t1aOkwhsKJpDz+9Z991Na1EBXuzfWrxjF5woghOZUbQ9d1H+qHt7m5GUtLS6OWDvR6gYb6VqoqG0k6eRZLC3v0OlCptKjVF2+aS56fsNhOosMWzHVWTEm9F1/rIKysLbCykmLZWUmi62ZpLb342EpquH/jjVf54KP1ODvbITEzbtny1KlTvPjii+zcuXNI1+TGG2/Ez8+P1157zeg2GRkZxMfH89///pdVq1ah1wtk51aReDqfxOQCLuR01G11drJh/JggJowJIj7Wn5tuXMP27duprKw0hOwPRl1dHbNmzUKv13Pu3DnD9pr6FnYdz+KnI+coq27E2lLKrPGhLJ4WRUyYN3V1dcyePZu1a9fy5JNPGtWXWqPl+bc/50SBnFa9FCc7a1ZPi2b1tBic7PufwLpKG23cuBEPDw+UWj3/PXmWL4+m0NiuZFywL+tmj2NccM8lrh07drBr1y7ef//9HsfLranjnSMn+flCHg6WFtw5aQxrx8ZibS5Fp9Mxe/ZsPvroI0JDQ3u0K29p5q2TCfx4IQsHS0vuHzuBO+PGmCxyvbmqJu7+ymx1ceLECSZOHLjGcGtrKxkZGfj4+ODj40NBQQE2NjZGf8+gw+ISFhZm9I91RUUFKpWKwMBAQ1Ssvb09CoUChUJhiNJ0cnLC3Nz8qrfIlZSUYG5uPqRrNhjZ2dl4eHgMOQ3VQDQ1NVFeXo6joyNyuZyWlhasrKwMgRM2NjYDflZUlbUUvvg2utZ2Ir/+p2F7RUUFOp3O4PN4KXv27CE5OZnXX3/dmGEOGxU/rCxyNlbmV0zENcjb+Oc7uzmeWECgvwvPPbGYmFF9fxguJSkpifHjxw+pP0EQeP/997n//vuH1K6kpIQ9e/bw5z//Gb1eQN7QSnVlE1WVjVRXNVFV0Wh4XFPVhEaj63UMqbkEc3OzHjephRnmUglSczOm6ZfToC0mxyyZpNANhCtewNHWDoVCTZO8naqKRpQKNQqFBkW72pACpCcjuGnFO4jFIpycbXF1s8fFzR43N3tc3e1xcbPD1c0eVzd7nJxtkUjEvPLKKxQWFg7peiQkJLBp0ybuuuuuIbVLTEzskcm8yxIXHubJn9ZOoUHexqmUQhJP53M0IYddezMwMxNjbzOBZav8ETA+Qsve3h5LS0u+//77HtvdnO24bdl4bl06jrM55ew8ksmBpGx+OpKJr4cjHtbtXH/TrTzxxGNG9yVC4OB3H7Nv3z6yK5v4+kAqH+5M5POfT7NofDg3zY4z+NF1Z8OGDcyfP98wAUqlcPescaydEsvmxAw+P5LMHR9tIcbfk3WzxjN1ZABKpZJXXnmlT8fhEDcX3l69hMzKat4+cpJ/Hkzgi6Qz3DtlHPJTCcyZM6eXiAPwtrPnzXkLuD02ntcTjvKvk8eNPncTvw8DldnqoisnXF/RpIIgUF5eTklJCaNGjTKkGzGmRFd//RhLl0Wuq1ZrREQENjY2hnF1OfOfO3cOnU6HUqmkvr6+l8/X1cKVqMJwJY6p0+kwNzfH09MTT09PBEEw5LArKiqira0NGxsbg7CzsrIyjKHp5BmKXvsQXUsbztf0zCHa32esi64E9380hpVF7tL0I/2xadMmxGIxK1asGDSfkCAI7Nl/jv98fIjWNgXR4da8+eq9mBtZDQI6LEILFy5k7dq1RreBjkoVX375JTNmzBh0X51WT0F+NT9tO8ZXG7YTFT6e+ro21Gptj/1kMms8vGS4e8pw93DAw1OGh5eMt995g4xzp0lJTTbKsb9R2Ujc+3EUNhcSoY7g3Cvn+v0yazQ6FAo1ynY1CoWa1/7+D374YQdP/PmvuDh5U1vTfPFW3YxK1XPMYokIJydb6uUV6IQW7rnvFgICXQkIcsXFdWCTu1arZdKkSbzzzjtDEtNff/01tbW13HPPPVhZDewTp9XpyTxfzomkPP77/SFEElvEYhHRUT5MnxzG1IkhuLr0n77jv//9L4WFhTz77LODjqtdqebQqVy2HUonPacCqZmE2eNDWTE7huhQr0En1A8//JDm5maeeOIJw7bCqga+PZjKT4lZqDQ6JkUEsHZOHONH+iESiWhtbWXWrFkcOnTI8CN2KSqNlh+TM/n00GkqG1uI8HbDsa6IeF9X7r578NyDZ8oq+NfBBE4VlyFub+X/rlvO8tFRiAc5n9KmJvxkMpNFrjdXxcSt1WqNyg3XXxCCVqslKysLkUhEeHh4DzeOS1ODGMOluecGo7KyktLSUsRiMdHR0UilUsP5XIpWq+X06dM4OzvT1NRkKG/l5OT0i5YG4fJb5LpShXRVbrgcZGVl4efnd1kF0GC+bIIg0NbWZoiIVSgU2NrYIN5zkvadRwzX2v/Ju3qIueLiYiwtLQ0VjC7lq6++QqVS8eijjxozTJNF7vdkwYIFhIaG8vLLL/P2228zbVrfmf8rKht5852fSUkrZlSkD2uWhzNtShyl+Qf59NNPjXbunDBhArfccgutra3cc889Ro/TycmJG2+8kVOnTvWarFQqDRcyy8k4W8q5s6WcP1dGe3tHjjRrC3eU6nqWXTsFd09Zh1jzdMDNwwErq74tRZp/N6FSKygsLGDEiBGDjk1mKWP95PUs/2k5WeZZfJz6cb/JgqVSCVKpFfadQQJPPXsfjS2l3HnPImQyWY99BUGgpUVJXaeoq6lp7nhc08zRIzVIJYF89M7FnNDWNhb4B7jgH+RKQKAr/oEu+AdeFHglJSUEBwcP2SK6bds2Xn/99UFFHICZRExMlC/KtgrOJFXzxFP3czQhhyMJOax/fz/r399PZLgX0yeHMm1SKJ4ePc/5448/ZuPGjUaNy9rSnEXTImmpyMBW0YrXyCnsOpbFnoTzBPu4sGJ2NNdMicDWune6EaVSySeffNKjBBZAoIcTf7lxDvctncyWY+l8fziN+97+gRFeztw4O46Unzdz33339SviACykZlw/MYZV46L4KfUC7/2cQJbKmkaFDSPPFzJ15MC1UWN9vPjy5muZf9sdCKPH88xP+9lw+iyPzZrMtOD+2/pexuUcE5ePwZZSL6UvS1lLSwsZGRn4+/v3mS7jSlvk1Go1BQUFmJmZGWq1duUb6+t8zMzMkEqlhISEIBKJDOWtysrKaGlpMViQnJycjJpXrgRXwjBzJSxygyUhF4lE2NraYmtri6+vLxq5nLy/f0BTQhpanRZBEJBIJCi9XXqkWRqsAEBra+uvKul2tTKshFx//5QuxdbWlldffZXHH3+c7OzsXkJOEAQ2bU3mky+PIRGLeez+uSxZMBqxWMSyZcsoLi7GwqL3D2V/TJkyhdGjRw/5y/vAAw+wYcMGvL290Wn1nD1TRMqpQjLSSsjNrkSr1SMSQUCQG7OvGUVUtC/OblK+2PABS5ZMY9asWUb39f7773PzzTcbJeK6WDJuCZM2TOK423Ee3P0gsR6xRiULbmhowNXVtZeIg44vqL19h+gLGtHzX9PO/f9i/+79tLWqKS6spbiwjqLCWooLa0k8lsOeHWmGfW1sLfAPcEWlacDHYxzFRXX4+TsbNeGoVCrKy8v7/TfYH19++SW33noLIcHuhAS7c8ctUykqqefYiRyOJGTz3ieHee+Tw4QEuzF9chizp4dTWZGPr6/vkP4hC4LAO++8w/bt23F2dua+66ey7+QFfth/ljc3HOTdjUeZNzGc1fNGE+J/8bgffvght9xyS7/+QY62Vty5YDy3zInn5+Rsvj6Qyktf7UOkseChyZEoVBqsBgnmkUokrBgbyZd/f44/Xf8n9ubXcN/nW4n28+CBeZOYFNp/hOHWrVsZYWPJu4/cza7MbP59+AR3/3cr4/x9eGLOVKK9evv1NDU1GXnVTPxWDKXMVhfdBZYgCJSWllJeXk50dHS/lh6xWGz0nN+FscEOjY2NZGZmGr6XQxEqXcKme3mr7haknJwcVCqVIaeao6PjkEow/lqGw9LqUKontZ1JQf7jFpRpFZhbmGOOOQgCIpk9alsrw7K3TCYz+DX2e6y2tn7954Yzw2ppNTw8XDh//rxR++r1ekpLS0lMTGTNmjWG7YIg8J+PD7JpawqTxgfz6P3zcOu2LNbc3ExqairR0dFGW+T0er3h3+WUKVOMPh9BEPjs4x+R10o5eTyH5iYFUqmE0HBPoqL9GBXjS8QoH+wuSYeRn5+PRCIhICDA6L6gIx/ZzJkzh9QmOTmZD8s+5JOznxidLLiuro7Kysoh5wgabHyN8rZeAi8/t4q21g5LpczRhpg4f2Ji/YmO8+9X2LW1tZGens7EiROHNL79+/cze/bsfie1ispGjp7osNRlXagAYESgMxPH+XLj6ulY92FF6wuNRsOxY8f6FOpZ+VX8eOAse09eQKXWMibSjxsXxjMhOpDDhw8xefJko/+ECILA7oQzfHs4naxyOc721txxzThWThk1YHUSvV7Pnj17WLhwIRqdjm3JWXx4IInKxhYmhfrz2MKpjPTqnQ/u2LFjREdHG5ym1Tod36dm8N6xJOrb2lkRHcFjsybjZnfxh72urg5XV1fT0mpvfvOJWxAEQz1LMzOzIRVS71rytLLq+OE1MzMjPDx8QOtJZWUlCoViSH+4srKy8PT07Nfq0iUiKyoqiI6ONoivLn/NwdKPpKSkMHr06EH94/R6vSGnmlwuB0Amk+Hk5ISDg4Ph2l3updWCggLs7e0NkaKXg/T0dEJDQ39VSa5LMaaUmF6hoOGH72lPTUGwdKT+ZEGP1x1nTSDwrx0+5jqdjsbGRvLz8xEEATMzM0OqEwcHB8P79eKLLzJ9+nSWLFlizDBF0FEPHlgnCMJcwwsikRxIBvZ1qxV/LR3lRoM6a8T/ZgwrIWesj1x/CILAOx8eZMv2FFYvj+f+u2b9LuHlgiCQcqqADZ8c5UJmOdbW5kyYEsLUmeGMGR+MpeXVleLkak4WLAgCFeVy0s8Ucza141ZX2wKAo5ONQdTFxPrja6TF7nJQXdPMgSPn2Xswk8LiOqyspMyZEcHSBTGEjvj1EWXNbUq2HUzn+5/PUCtvxd/TkesXxLNgagSW5kP//JzJK+e97SdIyS3Dw9GOOxeOZ8nECKRGOnSrtVo2nkjngwOJtChVLI2L4IH5k4wq/dWqUvHB8VN8kXQGqUTMvVPGcev4OEMtVlMeuT75TSfurjJbBQUFmJubD7lywLlz53B0dKS4uJjAwECj8pxVV1fT2tpKcHCw0f1cuHABV1fXPpPXarVaMjMzkUgkBhFZV1dHfX09YWFhwOUTcpei0WhobGykoaGBpqYmLCwscHR0pKKigvHjx1+2ecnY5L1D4ezZs4wcOXJIq1SDMVjiYmVeLvUbv0bXKYK1Ehcak3N77OP7yG24Lp3dY1uXP5+FhYUhh11TUxMSiYTCwkIOHDjA2rVrmT9/vjHDNLwpIpFo3yVCbk73uvCdIg5BEDaLRKK7gYKB6sZfbv5nhJwgCKz/4AA/7kjluhVjuO/Omb+LiDubWsSGj4+QcbYUV3d71t42hTnXRGNucXWvcg+XZMGCIFBZLufsIMIuNj4Ab1+nK/4ZEASBrOxKtu9K49CxC6hUWsJGuLNk4WhmTxtptJWuP7RaHQeScvh2VzLZRTU4OVhzw4J4Vs6OwWaIxxYEgVPZpfxnWwLniqrwcXVg3aKJXDM2DImR1pemdiWfHDrFNwlpiIC1U+O4c8bYPkuIXUpJQyOv7z/K/ux8fB0deHrONGaHBZtqrfbNbzZxd88NV1bWUXauqxKCMQiCwKlTp9BoNMTGxg7oi9mdmpoampqaBi0X153s7GycnZ17WaS6rPC+vr49rED19fXU1tYaSjp1CTnoe4mya7Xml+TW7E5XhGZeXh4WFhbY2toaku7+GsF0JYTcmTNnjCqPNhT6S5MiaDU0799L04G9oL/4EW9rtEJRWNFj3/DP/o5VQE+LXkZGBiNGjOjl5qRWq9mzZw/r16+nubmZwMBA3n333cH+JAwk5K4FUgVBKOh8/jrwnSAIqSKRaA4Q12Wp+y34nxBygiDw7/f2s3XnGa5fNZZ7bp/xm4u4zIxSvvjoCGkpRTi52HLjrVNYsGT0kKJjf28OFBxg3tfz0At6frrhJxaFDi1x7+/BQMLOy9uR8ZNDGD9pBKNG+13x96KlVcn+Q1ls332WgqLay2qlEwSB1PNlfLk9iaSMYuysLbh2XixrrolFZje0BJh6vZ7jmUW8t/0EOWW1BHk6ce/iScwc3X8+RUEQaGhoMPyAVMibeefnE+xIPY/M2pJ75kxgzYRopGY9LRk5OTlIpVICAwMN204UFPPq3iPk1tYzMdCXDTevNgm53lzxibuvgIby8nI0Go3Rbh1dxdEVCgUhISG96nUOxKXWMmPIzc3FwcGhh09qVVUVBQUFREVFYW9v32P/hoYGqqurCQ8PN2zrntD4Ui6XkOvi9OnTjBkzxlCMvqGhAa1Wi4ODA05OTshksiH19UurMAzE5T5n6Du6Vluch+LADpoKq9G3t1/cWSyiPr0ZQXMx24GZgx3RP77X67hpaWlERET0m2f1tttu4+WXX8bOzg5nZ+fB8g0OJOTuBr4HXhcEYZ1IJPoQ+LCbkJsrCMJTg12Hy8XwURG/EL1e4N/v72PbzjRuuHYc6/40/TcVcdlZFWz45AinE/OROdpwz0NzWbwiblhWiJgdNJtXZr7CswefZe2Pa0m5O4Ugx6EFDPzWiEQivHyc8PJxYsGSWMNSbEpSAUkn8ti5NZUfvz+FlbU5cWMCGTdpBOMmjsDF1bj0BUPBztaSFUviWL441mCl23swkx27zw5opVMqlYP6p4hEIuIjfImP8OV8QRUbtifx+dZE/rs7mWUzo7lxYTzuzvYDHgPg/PnzFBcXc8011zAlMpCDabm8v+MkT3z8EyN93bhv6SQmR/aMMtVqtTz44IOsW7fOIOS8HO35+/XXcMvUOP658yivbT/MNwlneHTBFOaO6oj627t3L+vWrSMnJ6fHGCYF+bP17rV8l5LOlrRMYy+victIf7nhJBIJSqXSqGN0BRQEBwfT0tIy5IjKXxK12j3YQa/Xk5OTQ3t7O2PHju3TovRrK0FcDkQiEXZ2dtjZ2eHv72+oWdrQ0EBRURFisbhHmpOBfBOHSx657sEO+vY2lEf3oDl/FsHCuqeIAwRzBwRNQ49ttqP6FveDVXZob2/Hzs7uVwc8dPnAiUSixm6+cZdPPQ+RP7SQEwSBt97bx/Zdady0ejx33TbtNxNx+bnVbPj4CCeP52DvYMWd981i6aox/aYHGS48NeUpEssT2Z69nVXfr+LE7Sewkv4+ofa/BJFIhLePE94+TixeEYdareNsShGJJ3JJOpFHwtFsAELCPBg3aQTjJ4UQFu7VwxJVWVn5i2oZ/vTTTyxevBiRSETkSC8iR3rxwN2z2Hcoi+270njz7Z/5z8cHmTsjgiULRxMa7E5hYSHff/89Tz1l/J+7kYHuaEqPcv2kCJol3mzee4Yt+9JYMDWCmxePxc+z7/nm1KlTLFy4kBMnTgAdSZLnxIUyc/QIdp++wEc/JfLQf7YSHeTJ/UsnMzbMl9bWVtasWUNqairvvdf7H3K4txsf37WKEznFvLnzKI99vZP4QG/meNtx5+rlrFq1qs8fWDOxmJvGjubGMTGI7x5afkYTv44uK1xfZbYkEgk6Xe8k490RBIGioiKqq6uJjY3F2tqatra2K57cFy4KLaVSSXp6Oi4uLoSFhfU7718JYfZrkUgkPaxqarUauVxORUUFLS0tWFpaGl7vnigXrkz6kaFEmA71mOrMVJRHf0ZQKjq2S3r/YdVpe8sU25i+hdxvkRC40xqXLAhCarfNpwFZ5+MgYN+v6mSI/KGF3Pc/Jv/mIq64sJYNnxzl2KHz2NhacNtd01l+3ThsbC6fo+jviVgkZsPyDYz5aAxpVWncv+t+Pl36aa9r+0v+xQmCQGtrq9HJPLsoLCw0RCgNhXfffZeHHnqoY3l1ckjHD1BBLUkJuSSdzOO/GxL45vPjyBxtGDsxmPGTRjAy0o1HHnmE7777bkh9ffDBByQlJbF48eIe2+1sLVm5JI4Vi2PJvFDBjt1n+flgJtt3nyV0hCsnj/6X+9atNLofQRB49NFHWb9+PVlZWYSHh3PXqkl8s+s0Ow6d46cj55g1LpRbl44nNODiskZdXR233nqrIU9WdyRiMYvHRzB/TBg7Tmbx8a5E1v17MxPC/Vk1LpD09HQWLFgw4I/l5LAAxo/w44fT53j35xO8XljO6FsfZv6sgSP2TLUufzsuXUrt68d7MCGnVqvJyMjAxsaGcePGdauccuWrNHS1aW5uJj8/n5EjRw7qK3Y1WOQGw9zcHHd3d9zd3Q0VEBoaGsjLy0OpVGJnZ4eTk5Nh/rsS35nLfUxxSwPizCQUBdk9tmsU6l77qhvae22zjR7Z53EH+93pqhgxFDqXSseIRKJrBUHYTMeSalD3AIfO/Z7s3Ff2WwY6wB9YyJ3NKOXDzw4zbVLobyLi6mqb+fg/Bzi0LxMrK3Nu+tMUrr1+ArZ2V0fRb5VK9YucaAsKCnqF/8ssZfyw5gcmfDKBz9M+Z6LPRO6Kv1giS6PRsHv3bpYuXTqkvg4ePIhKpWLhwoVDavf000/z8ssvD0nIZWVl8cILL/DQQw8ZtolEIgKD3QgMduP6WybT3NROclIBSSdySTyey75d6f/P3nmHR1H1b/9zZmZ7eui9Su9FVBRUEBC7WBE79l4f+6NYfuqjYscudkWwgYgFBQHpvfcO6WX77syc949NQpLdJLshiPhyc+UimZ05c2Z3duaeb7lvwMRUGjLz59UMOKE9zjgI+s8//8wtt9zCww8/XOU6Qgi6dmpK105NueW6U/jp19W88+HPZDYZwo8z/TiS53DW6T3JzKj+aTIcDpOdnU3Pnj3Laosa10/hnitO5apzBvDl9KV8/ctyfluwkeN6tOaKs/vTs0OkYDglJYVx48ZV+V2xqCrnDezGyGM7MWn2St6fvoB71+3g2NH3cNuVNbfza6rChQO6c2yL+px916OEWnfltVX78Wb+xVWD+uKoRbftUdQN4tWGU1W1SnJVUFDA2rVrad++fZRuYjyRvMpIlMiV1mmWplLjkcv4J0bkqoMQAqfTidPppFmzZmXSV/n5+ezZswev11v2OZaX3finQPq9mCvnUn/tUvSQiLJOCOdVTKFKBIFd2RWW2Zs1xNE2drNNTfd5wzASbtooIWXp5f4uBJaW/Hxdbnlpc8PfSuIA6jZe+g9BXr6H//7f9zRpnMZ/7qo6UlAX0HWd+XM3cf3l7zB31gYuHH08H0++hSvHDq6WxJUWDSeKmTNn4vNFP6HUhP/9738Eg8GEt7vttttiXui6N+zOW2e8BcAt029h0Z5FZa/NmjWLzz//POF9vfDCC6xduzahbf766y+++uor8vLy4t5G13WuuuqqGt+PlFQnp5zWlQf+ey6Tpt7JrfeeSF7xalSRzjP//ZZRI1/k0fu+4tefVuH1VF03lJGRQY8ePejSpUtc80tOsnPBOX1p3XAnpxyfxDHtG/HhZ/O44IoJPPHsD6xeu6fKm8/+/fvZu3cvf/31V1REJTPVxU0Xn8h3r4zlhgsHsm7rfm544ktuHPclt//nKR599FFGjRpV4/xsFo3LTu3NC5efiC13A3v9Cte9+gPPfD6T3CJvjds/cM/dPH/Nhfxw75Wc1Kk1b/wynzOe/5Dvl6zFNI+cm+q/AaVRuGAwWJbuqu56qShKFCGTUrJlyxY2btxI7969Y4pf1za6Fi/JCofDLF++HMMwaNmyZdyaZ0dCRK46KIpCamoqrVu3pnfv3mRmZpKcnExubi5Lly5l2bJl7Nixo1Y1inUJqYcxV8/HmPohcutadBTwFFdcJ0Z9HPZUzNCB+2R6/w40P683oopUb3XHeChq/f4p+NdF5ILBEHc98AleX5AXn74obgmGQCDAO++8wznnnBN3IWQopPP6Sz/y43crad4qncefuZLmLeNr+zYMgxEjRjBp0qSEIknZ2dlcccUVfPnllwnVLSxdupTx48fHVWslpaS40MfalZtZPHszb70wiZYtWmHoBrpuousGhm6ihJtwivUMZoamMvzdkdyvvIjDcDFr1p9s2+bn3ed/JCXNRVKqg+QUB0kpDpJSS/5PceBKtpUdw9q1a/npp5+i2tFrwvz586lXr16Z6GY8ME2Tfv36JSTEqWoKJw7uTkq9bD74dDwFeQZ//r6OP39fx19zNmKxqPTp34YTT+7I8Sd2qEDiP/vsM55++mlOO+20uPe3c+dONm/exIQJbyKEYPfeAr6dupQff17Fb7PWcUy7hpx7Rm9OHdSxQuPMI488whNPPFHtjSzZZefKs4/l4uG9+e73Vbw/ZS5F/mZMXeahcZtd9O5U8/kvpeT+e+7i7RdeoHGLNrzz4wK+mbOKH+av4bJT+zBmaJ+YkiOTJ08mJSWFoUMjDWAvXHYGo7ft4dkfZvHglzP4dO5y7j9zEL1bJ6ZTdhSJo1QbzjCMuB0aKkfWgsEgq1atIjk5mX79+lV5TaqtS0M85K9UjL1169ZltX2J7KO69WuyfPqnQQhBenp6WXlKMBgkPz+fnTt34vF4cLlcZWnYv8VGzDSRuzdjLJ0Nfk/Z4iAatkrxuOrq47RkFw1PaI1N9WBt3qrW0/m3krl/nfzIa2/PZNK3i9m8ZhKN60tefPHFKr1WK+Orr77i4osvZuTIkbzzzjvVkordu/J56pEpbN64nwZNw3z744s88shD3H///XGfKN26dUPXdaZNmxa3evncuXMZOHBg2Q07XgwfPpy5c+eybt06mjZtiqfIT9aeAvbvKSCr3E92yf9+X3StQiyYqsHCUz+lMGMvDXPactKyy/F5vYRDOhbVjqFXfSEWQuBKsZOU4sDpsrJp63oGDOxFz36daNIikyYt69GoeUa1siA//vgjixcv5oEHHkgoZD5gwAD+/PPPhLZ58803URSF66+/vmyZaUrWr9nD7BJSl51VjKYp9OrXmpNO7kS3Xk0YNeps5s2bl9AF5Oabb+acc84pIzyl8PlD/DJzDd9MXca2HbmkpjgYOaw7Z5/ek6z923nsscf49ttv496PaZqcOuQ0Rl19L9P/2kZuoZfenZoz9vzj6dWpatX1999/ny1btvDUU0+VLduZXcgb38/l5yUbSXPZuXrEsVxwUndsJS4ROTk5jBw5kt9++y2qDtI0JVOXrePln+aSVeRhWPf23Hn6iTTLSD0qCBwbB3XhLq8NFy+JgwPErW/fvuTl5bF+/XqOOeaYGmVFsrKycLvdCVkElt9XVdi7dy/bt28vs/ravXt3WVQuHni9XjZt2kTPnj3LlpW+LwDFhYUoioLd6cBisda5y0FdOzusW7eOZs2axawzLrURy8/Pp6CgoMxGrFTmpKprYa3maJqwdzNi2yr0oI7M2Vfh5aziIC6vGyEOEP+ASCK4a3eF9XxuF4qmUK+tDYXIg0DymJtQG0Q3m0kpWbx4cZVzlVJy0kknsXz58niP4ohhfEdURM7tdlf7+pLlO5j07WLOO6s3DS9vwb333suXX34ZN5G78MILmTZtGgsXLqz2Br95437uvukjVE3l8WcvpH3HdOYP+ASn05nQzfrss89m0aJFCWkrNW/enCFDhtC7d++4ny4Mw+TMIZeSIbvx0v0/sHNzNp7iiqlAZ5KNRs0yaNwik57HtaNh03RSMx1Mm/ENV149hoYNG6BZVDRNRbWoaJqCqqmoqsKuolvp/XZvsupvoeOTOuemXcyiRYsYO3YsQX8Yd7EfT7EfT1HJ/yW/u4v9eIp8Jf/7cexJYv2S/Syaua1sXkIIGjVPp0XbhrRo2yDy064BLdo0wO60kpeXx+DBgxMiZPn5+QwcODDhWon169fz+OOPV1imKILO3ZrRuVszrr91CBvW7WX2zHXMnrmOF/6aiqIIOrU5n5XLdtC9V8u4Pq9wOExxcTFDhgyJes3psHL2yF6cdXpPlq3cyZQflvLF5IV8MXkhmakhbrntgYSOacWKFZw8+CRuvmwY11wY5ruZq/joh4Xc+OSX9O/aklsuOalCUwRELogzZszgww8/rLC8RYM0/u/akVw+tC+vfTeHF7+execzl3HX+SdxSq92fPTRRzzzzDMxbzKKIjirT2eGdGvPh7MW88Efi5m5ZiujesV/4z+KmiGlxDAMtm/fDpCwDIOqqui6zubNmykoKKBPnz5xkZq6bnYwTZN169YRDofp379/mcZZopG/6iJy4XAYKU0Mw8TrdqNq2t/qmVobVHdPKG9E36JFizIbsdKIHVDmDVveRiwhmAbs2YzYtrosAieDevR6Hk8UTapcHydUlZTW6TitbighccLhQKkfO8BSU/Q0HA7/4z+/2uKIisj16dNHLlmypMrXH37yG1av3cNXE2/AatHYtWsXjRs3TkjIsLg4krevLBxZCnexn5uvfo9w2ODlt66kQaOIb2Rubi6ZmYlZQPl8vpoECaMQL3mTUrJ1/T5m/rCcP6YuJz/Hjd1ppU2HxrQ6phHNWtejYdP0sp+klIMLs9elWLC70MfenXns2ZHL3h157NqSzc4t2ezenosePpDWadg0nRZtG9CuS1O69mlFx54t4mo++DsgpWTj+n388etaZkxbgbvYT6s29Tl7VF9OHdatTmVosrKLmfLDUr7/cTn+QIhTTurElaOPp0Wz2qm7B0JhvvltJR98Ox+3N8CIgV244YITaJCZWDfxgvU7eeHrWWzek0v/Ds2598LBtG0SnwdkVpGHF6bN5ve1W1n81K1HI3LRSPjCXV4bbt++fQkJ+5bC5/Mxd+5cWrVqRbt27eK+3lV2UIgHhmGwaNEiBgwYUGG53+9nxYoVNGrUiJYtKz4cJerP6vf7Wb9+Pb169SpbVhqR83rc6JVIoc/vx+lKxulyVetHHC/qOiK3Zs0aWrVqlXBnJkSITqk3bKmNWEZGBnv27KnZRkwPI3J2wqZl4D9QJysVDT03p8Kqpmolb9MWnA4nlIwpbU6KtxxwbrA1bUxyi/qEduyosK2lfWdcZ10ScwrBYJD169fTo0ePmK8XFBQwZswYZs2aVe37UA5HTETuiCJy1aVW8wu8jLr8TS44pw83XpOYMXy8ME3Jo/d9yZKFW3nhjcvp3LXq1NPhQs6+Qn6fuoLff1jG9k1ZqJpCv5M6cMqZveg/uCO2Q+jj+syfz/DgzAdJs6cdErFgQzfYtyufHZsjxG7nlix2bIr8mKZEUQRtOjamS59WkZ/ercg4BMK+iSIYDPP7L2v47uvFbN64H1eSjeEje3Lm+X1o2qzuNCSLiv18OXkhk79fSiisc9opXbjikuNp0jitVuO5vQEmfr+Qr2YsRSC4eERvxpzZn6QErL90w2TKnFW88f1cvIEQl5zci+vPOA6XPT4iu7/QTeP0lKNELhoJXbgrp1Kzs7MT9jHNzc1lw4YNGIYRd5ajFIWFhezdu5fOnTvHvY2Ukr/++ovjjz++bFlOTg4bN26kc+fOMWuLE/VnDQQCrFmzhj59+pQtC4fD6LqOu6gwan2/34/FngRCoKkqdrsVm9VS67qruiZyq1evpnXr1rUicpVRKnOyZcsWbDYbycnJZcLEZQoIvmKUrG2I3N1IRUPm7q8whml1YuzfU2GZbksmf+1aXC4npVzJcGbg2bgVYbOS2qktDjVA2JpCaMf2Cts6ThmJrVdFYl9+vps3b6Zbt24xX9+1axf33nsv06ZNi/ctOGKI3BGVWq0OM35bjWGYnH5a90O2j88nzmHBvM3ccvfwfxSJ87oDzPl5NTO/X8aqRduQUtKpZwtufvRsThzejdT0g/9Sx4NDLRasairNWtenWev6nDD0QAeozxtk/fKdrF6ynbVLt/PTpEV893FE1LZJi8xyxK4lTVvV+9uLXW02C8PP6MmwkT1Yu3o3305axLdfL2Lylwvod1xbzhnVj77Htq3S/ipepKY4uO6qQVxwbl8+m7SAb6ct55ff1zJiaFcuv/h4Gjao2dmhPJJddm655CTOH9KTCZPmMPH7hXz3+yquOe84zj2lO5pWcxG4pipcOKgHp/U5hte+m8unM5cyY/EG7rlgMEN6t6/xs2iUdviJ+JEOwzDKjOBL02WlKdJ4YJommzdvpqioiL59+1JdVqQqxOp2rQmVhW63bNlCQUEBffv2rVJKKd4GiVj7KI9QFR3tummiSokiBLph4PH68fkCEUJns8btSXwoUVfXN4fDQdOmTdm7dy99+/YtkzlZt2YNjmARTfHjMvyIkoyXNKP3a+rRn7lZZrV1YP2wP4S9ZXNSGzhQZRAQ0R2sgNa86uBATanVuhAD/qfiX0HkpJRMm7GSbp2b0rJ53ZkFl8fiBVuY+O4sTj2tK2ed16fmDQ4xwiGdJXM2MvOH5cyfuY5wSKdpy0xG33wqJ5/ZkyYtDs37UB3iFQuuazhdNnqf0J7eJ0SEbMMhnS3r9rJm6Q7WLNnOgt/X8cs3kZtPWmYSXXq3pFu/1vQ9sQNNW8WX6qsLCCHo0q05Xbo1Jy/XzY/fLWPqt0t56O4vaNI0nbPO78uwkT0OWnswPc3FzWNP4aLz+vHJVwuYOn0FP/26mjOG9eCyiwZQv15i5Khx/RQev+l0LhnRh1c/m8ULE2fy1Yxl3HrpSZzYu21cn29akoOHRw/h7OO78MznM7n/3WkM6NSSu84bSLtm0XIVR1G3qI1DA0SiHKUOCX379q31d7k2NXKlKBUZTk5Opk+fPtXWbtVGTiTWvEKh2ETOlNH7NqUkGDLw+H1YLSp2q4bNqh2W7si67sosfS8FkKKapFqDCKcPTD9m0I9e8pAAIIMhrNJAVRVKSZr0Rte1G5UinYrTRVJ6BjbDAzJC8qQQGPkVJaUUVxJqvaqvFTUROZ/PVyeRyn8i/hVEbtXaPezaU8ClF8QOuR4ssvYV8sx/v6Vl6/rcfv/ph7V9OeAP8dXbfzDtiwUUF/pISXcx/IJ+nHpWL47p1uywt1bXJBb8d8Bi1ejYowUde7Tg/KtORErJrq05rFmynTVLt7NmyXbm/rIGmEqTFpn0G9SBfid1oFu/1lj/Jg/czHrJjLnmJC6+/ATm/LGe7yYvYsIrv/Dh239w6vBunH1+X1q3PTiCk5mRxB03DuGS8/vz8Zd/8cNPK/jx55WcPbInl14wgIwYkdrCwkLsdnvMAvaOrRvy2oMXMG/5Nl75bBb3vfgd/bq24I7LTmbl4j85++yzayyQ7ta6MR/dfwlfz17Bq9/O4aKnPuHa0wdw1bD+2KvpTj6K2iOWNpymaTUSuezsbDZt2kSnTp0O2oS9tkSutE4ulshwXewn1vWyTBi50nIpQVFiEwWjhDuGwgahsIHwBbFZNWwWDatF/duuy3VK5KRE+tw0xoOyaT4iHCG3UtEQehhV1VDVyHfWVFTCvv2EDZ1AwERRBMJiA687cv6VDGlqNkxvpKlBqCq2Vq2xJtkwsip2tZoWJ9LIrbBMq0F2pCYiVyq/8m/Ev+LKOW3GSpwOK4NPjO2/djAIhXTGPTwFXTd57JkLDqtX6sI/1vPGk9+TtaeAE4Z24bTz+tL7hPZoln+WzlGpWPDl317OLdNvoVfjXvRtcvhKnIQQZR2vIy7sD8C+Xfksnr2BRbM3MP2rhXz38Txsdgs9BrSl30kRYtewaWKWXzUhlj2MxaJy8tAunDy0C5s27OP7yYv55ceVTPt2KX36t2HYGZ1p2SYl7uLtUrzzzjucddZZEWufBincc+swRl9wLBM//4sp3y/lh+krOffMXlx8fn/SUiMNN9u3b+eGG25g+vTpVY4rhOCEXm04tltLJv+6gnenzGP0fz4khVxOHjKMtOSam3c0VcFWuJ11X/wfp137AO/8uIDpi9Zz/0WncEKXVgkd51HUDtWlVkvN5r1eL/369cNqPfhrXqLODlJKdu/eTSAQ4IQTToi7KawuInKFRR4UaUaJziqqhhDR75miKOiVhKyljJA6fzBid2a1qNgsKjaLdtAlFNXhoImcEQZ/MfiKwV+MMAzq40eEy40poh/WhGLBYrGUdIVKTNPEa6qYwSDSNFFUFU1VwRJJbZqZ9Ulu1wJVGOgxyLEZI02rVpNWjWxTvSesx+M5mlr9p8LrC/LHnxsYcnInnIeAZL0x/mc2rNvLf5+5gGbN664wPRHk7C/irad/YO4va2jetgHPThxL9/5120hQ1xjTYwx/7f6LNxe/yaivRrHkuiVkOg9NulfX9YQ6kwEaN8+g50nNOHP0cQQDYVYu3Mqi2RtYNGs9C/9YD0CLtg3KonWde7XEYtXw+XzMmjWLESNGJLS/r7/+GofDwciRVXfztu/QmLsfPJOxN5/K1G+X8s1XC3n60a00a5HORZedwCmnda1WU68Uzz33HO+88w5jx1aMhDZulMZ/7hzBZRcey4efzeOLyQv5dtoyLjy3H+1bqlxwwbmcddZZcd0INE3lwmG9WPjbJCYvXY/oOJBRd73PNecdx6ihPbFUUz+n6zofffQRYV8xb94zmo1Zbp79Yia3vvYNp/Zqx92jBtMo42ht3KFEVcTK5/OxatUqGjRoUKXZfCn5SUSeIpFImWEYZQ4vpXZUiewnUSJXCiklmzZvwSdTESbYhReHTUXTSiJPMQhMZBCFWL0nkbElUkqCIZ1gSAeC2CwR2SaLqlYZ4fu7IPUQMhSAkB/FVwABL+WPRcSScglHp52lXn49gaKoOFQr0uFAIjEME0PXKXB7cDRtRIZVII0gUlWRgejxdI8nall19XEQX2r1KJH7h+K3WesIBMOcMSx2y/HBYMa0FUz7dikXXXY8Jwyq+2hfTTB0g+8+mcfHr/6KaZhceecwzrtyIJa/KQVV26e7wsJCUlNTeWnYSyzZt4SFexYyespopl06DbWaC9fChQvp379/wvt79dVXufPOOxPaZsOGDbz55puMHz8em91SFoWTD53Jnu25LJoVidZ99/E8Jr//Jw6XjV7Ht2P11jkMGtGr5h2Uw5w5c7jssstYtmxZXOunpDo549zuvPLmfRTn22jd9hJeeHoqH7z1B2ed35czz+1NSmrsm9v8+fN55JFHGD16dJXjN2uawcP3nsFlFw3g/U/mMvGzedhtCimZPRgydFhCx7Z751ZO79+Ym++4kHe+WcjLn/zBN7+t4LZLB3FCrzYxz58VK1bgdrtZunQp6enpHJuezhcPXcbHvy7l3enzmbd2B9ePHMAlp/TCcgSp6h9JiJVazcrKYvPmzVV2hJailAQmQuSq82gtD6/Xy8qVK2nWrBnNmjXjr7/+insfULtmB9M00XWdlStXYk9ugNPlAlwg0wlLP2bYjREIIBUrSFmBxEpJTFs5KWXM5QIIhg0IG0CY9AbNyCn0YtdUFFWgKgqqGvlRanHtreqaLU0DaehIPYw0woiAB8IBZMk5IBQFApXIkxCIcCCqd1OUkxeBEtrni66FkyUWXAKBlpKGvWFjkgIeCAXwer0Ra7hAkGBBERYl0gWsqCoIBaOwYlpVSU5BTa8+EBBPs8M/IbUqhBCy5GlDCJEBpAARlg8hIqJ5QSll3CHsI57ITZuxktYt69HxmMSsnWrC5o37eeX56fTs3ZKrrhtcp2PHg3XLdvDq49+ybcN++g/qwI0Pn0WjZhkUFRWRak1NeLxly5ZV0EqKB7m5uSxYsIAzzjgjoe2mTp1K27ZtOe644/j6gq/p/XZvZmyZweOzHueJk6t2o3jggQeYNGlSQvU48+fPZ8KECQkROcMwuPrqq+natWvUa0KIss7Yc68ciM8bZMX8LSyavYHfpy0h4E3nxwk7yN/4KYNGdKffoA7Yq4kEB4NBxo0bRygUonXr1nHPESAQ8DF4SE9ef30sSxdt4+vP5/Ph23/w+cQ5nDayB+dddGxUlDgvL49LL72UK6+8ssbxW7WoxxMPns2adbu58faXadzyVCZNzSYlYzVDB3cuKVquGl988QUNGjTg1VdfBeCl+5rx14ptvPzJH9zzwrcc260lt182mDbNDjSUeDwebrrpJiZNmkSLFgeMr60WjWtG9Gd4vw4899XvjJ/yJ1Pnr+WBS05N4B07iliIdWMv30Vqmibr168nEAjElUotJXKJiKvGQ7BKiWTXrl1JTU38Gge1i8gZhsHChQtp1ao1ITWdsC6RSBBgCAfS6sBp0TH1AIGAn1AoRDAYRFVVVFVF0aJrEFVVxYhxvKqqoBsVl5umJKQbGKGK89ZUgSIic1SEQCiR/xUBonwEsCTyJ0yDJIeNcMCLEfQjTQPVCEWiZfLAPjUkMlxRED7WN10IjcqRRqlaEGYlfqFZIVxYcT3NCsECcCahNmyMahEIVUO6g0gijTd2ux1Ds6F6fWVNE4ZpElLsiGAQTdMQQkEoAlvnmgM1hmFUm5nxeDwJie8fKkgppRDiZKAxEZrcFGgIOEp+DGCVEGI6sEtK6a9pzCOayG3Zls36jfu55bpTqowcxRtVys7Oxu/3U79+fQxd8PiDX5OS6uDBJ85D1aq+oS1btoy9e/dywgknkJaWFvfcJ0+eTFFREaNHj67QSu8u9PH+iz/x06RF1GuUysOvXMbxQzqXHcNLL71Ep06duOiii+LeF8D999/P888/X6VYYix4PB7uuOMOhgwZkpAlzV9//cXs2bM57rjjaJ7anM/P/5xhnwxj3OxxHNv02JhiwVu3bmXmzJksWLAg7rSllJIHH3yQvXv31rxyOSxcuJANGzbE9V44XTaOO7Uzx53amfodA7z50kcM7ncOa5duZ+7Pq7E5LBw7uBMnjehOv5OOiWqWsNls6LrOTz/9lNB7OHPmTIYMGcIzzzyDEII+/dvQp38btm3JZvIXC/jph+VM/WYJxw08hlGXDKBrj+aEQiHGjRvH1KlTqVcv/m7cn378kjOHNmDwqRfw9oezeOaFH/ly8iKuu/IkBvSLHVXbu3cv48ePZ+bMmWXLhBAc37MN/buW1M9NnseYBz7i3FN7cO35x5GW7OTWW2/lvvvuq0DiyqNpvVTG33g2s1Zu5bmvfufaF7+K+ziOompUrh0r/Uy9Xi+rVq2iUaNGdOrUKa5rZW0aF6ob1zRNNm3ahMfjiUkkE8kMJBqRy87OxufzMWDAABSLi/0F0alEE/DoNkwZ+S6nOiOuNoZhEAyFMcMRmQxV1UrSsApVTbcqjmnEiN4B6JXkO6SUaIoZNZBFiaRJkx02jGAAs4T8Sb1S2lICRnQqUxgxLBmlQYTPljuYmNOMITtic6K2ao9qPbC1lGW/lX2eUkYkcayKAhYLElBMGwEZ0fjTnS5SWzQlkFkPtYYSGsMwqn0I8Xq9CT9MHwoIIc4hEn3zAX9JKbNirNMCuAIwhBAvSikDldcpjyOKyFUuzp02YxUWTWXoyQdEJrOysrj99tv5+eef8fl8fP3113FFlJxOJ7fccguTJk2ib7fLyUzrwIuvX056RvWh2G7dujFu3DjOPPNMnnzySR588MG4juWMM86gV69ePPfcc8yfP5+0tDTm/ryaV/77LZ5iP+dffSKjbzoVRyWngnPOOYdevXrh9/vjirqUonHjxlx22WXMmzcvpkVSLHg8HrZs2cLEiRMr+IvWhIULF7Jr1y7Gjx+P0+lkSJshjDt5HA/NfIjLvrkspljwokWLaNiwIVu3bo17P+FwmL59+9KqVSuCwWCV2lKV0a1bN7p27Rplt1UTfvnlF15680l69+6NaUpWL97G7OkrmfPzGmZPX4nDZeO4Uzpx6tm96XlcWxRFYd68ebRs2ZLTTjst7v0YhsFzzz3H999/HxX1aN22Afc8dCZX33Ay309ezPdTljDvz4106NQEW3I2o0ePTojEbdu2jW+//Zbff/8dTdPo07Mlf/y5nnc//pP//Hcy3bs046axJ9PpmAPehlJKbrjhBl566aWYqQpNU7loeG+GndCRd76ex5RfVzBj7jr6tLGjaRbOP//8auckhGBwj7Yc27EFP85bwag34z6co0gA4XCYFStW0KVLl4QiYIk2LlSHYDDIypUrycjIoHfv3lGErZSAJkLk4onISSnZunUr+fn5OJ1OUlJS2J0bW3JEVQRBPbL/kHBRbGgkWySa4sfhtCJlqfWZTjgcwu83EIqCxWJBUzVESXODEMSM0mmqwDBizDnGcWiqgFikr3yUrOS9itVTIVQF9IrbCwHEkFsRIT9mSWTywLJoPiFD5UhgchqkZqApCsJXVHHF0n2U273prxhsEoAI+LHZ7djatMFmk0jTZIdiZ9Py5QghykSJU1JSKqT3TdM8Umrk9kkpF5T+ISKhT4VIelUQCdrtBMYJIazAbUKIF2Q1J/YR5ezQpUsXuWbNmrK/r731Q9JSnfzvyQsrrGeaJh9//DETJkzg9ttv5+KLL45rfCkl//fMC8ycGuDC0QMYe3O012UsBAIBrr76ah588MGY6bqqMGfOHLZu3crll1/Osnmbefi6D2jXuQl3jDuP1h2iTYFL8e6773LRRRfFTcgAli9fjt1uT8giJzc3lz179tClS5eEmgm2b9+OxWKhQYMGZUTElCbnfHEOP2z8gZ6NesYUC167dm3cUYFS7N69m6SkpISiocFgkB07dnDMMcfEvQ3AqlWr6Nq1a9T8DN1g+YIt/Dl9FXN/XYOnyE/Dpumcdl4f+gxqTVKajaZNm8a9H9M0Wb16Nd271yxuHQiE+eXHlUz+cgF7duXToVNjrr91KN16xo54VUZRURG5ublRSvi6bjB1xkomfjaPgkIvI4d1Z+wVJ5GW6kRKydKlSyuo4VeHLbtyefmTP1i4eged2zTksRtPp2WT+NLnJdpPR50dopHQhbu8EbxhGKxfv559+/YxaNCghP0n16xZQ9OmTRP6zgHMmzevgktDQUEBa9eupUOHDlU+fCxYsIA+ffrEff2JZblVGbqus2rVKhwOB8cccwzz58+nT78B7Mop0UOTJanVEqiKWkbkAoEAFkuk+cGimmiKRCOIwCy3viCkG+i6jq4bkSiaWuJTrWoViJHX6yM1xRVF5ARUGLMUFhVMo2JAQwhQSyJq3hLbRwFYMKDSupoCBCuSJ0VVUPzFFXekaKjeQgwzkvJ02B1IIRDuogoEUwqB9LghJQOSUg6QVp+7IrlEIIsKwDQwTZNgIIjd6SKclwflyK1ULQS8YVxN6qNSMvfkdOTxZwEHbMTy8/MpLi7GbreXEbs9e/ZQv379Kus77733Xi6++GIGDx4c8/UYOKSaMeVr5Q56rCOJyFW26Lr46rfo2qkpD98bO+IWCAQSSmcB/DVnI4/e9xUvvD6G7r1axr1dTYWW1WHX1mzuvPhN6jdK5X+f3YAr6eAEYf+pKAwU0vftvmwp2MJVPa/6W8SC/26EgmHm/bqWnycvZtlfm1EUQf/BHTn3ioF069f6kB2vYZj8+tMqPnz7D3Jz3JxwUgeuvekUmh2kMLTXF+TDT+cy+bslOJ02xl5xImcM71Fj/VxlSCmZMW89L06cSTCkc90FJ3DxiN5xKeELIY4SuWgkdOEu1UbzeDysWrWKpk2bsmvXLo4//viEz8n169dTv359MjMTO7dKiZyUkh07dpCVlUX37t1xOKp2f1m0aBE9evSIWwIlluVWeZQ2U7Rs2ZImTZqUzatd534U+yLEozyRUxCEpAIymsipiiBoRO72DouJVQRR0KPr4CTohk44FMKUkaihpkW6YX0+H8kxokSaKjBjRD01YSKlGbVuaSdpKZFThEDVA1FMRJM66BXTx6oAEazY6CBUC4qnoCKRU62IwnK+qVY7ZnIGwghXoDxS0VCKKzYroFqRuRGtONM0CQaDWJMzMPbtLjc5DaVxSxRvfoV5y1adoUNsG7NSG7H8/HwKCgpITU2lYcOGZGRkRJ0zN910E7fffjt9+8Z9KRFCiFHA9VLKoeUWjgIKgTZSyrerWlbdoOUJnBCiP9BOSvmZEMIJKFLK6LbdanD4/UQOAl5vEFc1vo+JkjiA1St2oWkKHTo3SWi72pK44gIvj904Ec2i8t83r/jXkjg4IBbs0Bx8sPwD3l367uGeUp3DarMweGQPnn7/Gt7/+V4uGDuItUt3cP8V73DbqNeY+cMywqH4rJESgaoqDBvZgw++vImrrh/M0sXbuHb0W7z24k8UFnhrHqAKuJw2bh57Cu+9fhVt29Tnxdd/4YY7P2bN+sTqEoUQDD+hE58/dyXHdm/Jq5/N4oYnvmDH3vxaz+0oEsOePXtYuXIlXbp0oUWLFnF3klZGbbeDSDRsxYoV+Hw++vXrVy2Jg8Tr8aprdsjJyWH58uV06dKljMQBSKGxr9gCihaVzVRUUUbiytYnkrYM6gf+9oUVCkMOvHoSAcOKLO8AIcBi0XA4nbhcThx2OwJBMBgkFIw0UOh6uOK8YxyDohBF4oDo5gNKyFnUiiKKxAGIynV0gNBDZQdXVuVmGKCqmGkN0Bu1IVSvKdLujO5qjfGMUf4zLD00WY7sigZNsLZqg2pVo+edWfW9uNRGrFu3bmRkZNCwYUMCgQCrV69m0aJFbNq0iby8PHRdr5VFl5Ty6wrHFiFsSCl/Lfl7SKxlNYxZnsQ5gHOBniWLWgDHlqRU48YRS+SklBEi54rfwDserFm1i/YdGmP7GxT+DcPkyds/JXd/MY++NqbOBWj/iSgVCwa4ZfotLN67uIYtjlw0bp7BlXcM46Pf/8Ntj59LMBDm+fu+4qqhz/PVO3/gLoz2EjxY2O0WLr1iIBO/uonTz+rFD98s4YoL3+CLj+YSDMbQhIoTrVvWY/wzF/Po/WeSX+Dlprs+4YVXZ+B2V1uDG4XMNBfP3nk2/73pdHbsLeDyBz/m02mLY9YOHUXdYd26deTm5tK/f39SUiKeu7WtdauNbypQ1h3aoEEDOnfuHJd8SW2cGiqvX+rTun37dvr161d2/KUwrfXRTSgKaISkDVGqFychbESxFABUldiJNyEoCtjIDybhNZLQpQ2JqBB5ForAYrXgcDjQVBWLxYJhmPj9Pnw+L8FggHA4HEWH1FiafoCsnGoFRAzCF3N7RYmIAFcaQQR9JW+BjNhlOVMxktIINWyN7krBVJUSeZJYtXUxrgmB8uncSM2j6fNAchqWtsdgTXUhhITKll6KAukNo8eLASklqamptGrVit69e9O7d28yMjLIz8/n6quvZvny5UycOJFFixbV+kEE6AeUFnJvBXpXsSxehIHJwHtCiHQp5XpgPZCQVMRhJ3JCiFElrPa6RLYLBMMYpiSpDolcKKizcd0+uvZoXmdjVocZkxezatE2bnnsbDonkMY90jGmxxhu7HsjISPEqK9GkefLq3mjIxg2u4URF/Znwg938MRbV9KiXQM+eHEGY075P15/4jt2b8upeZAEkZ6RxG33juCdj6+nR6+WvDfhd666+E1+mb4ypr5VPBBCcOqgTnz81jVceG5fps5YyZjr3+WX39cmLPkw/IROfPbsFfTvVhqd+5Kd+45G5w4VWrduTffu3SvUmmmaVqW7Q3WoDQHct28fgUAgKhpWE2qjC1f+XNR1neXLlxMKhejTp09Uuk03QFoPpIgDuqAoaMXEgqoKjBgOA1JCSI+djjbKoneCQFilKGinIJiMR3cQxo6kYuZG1SyoqobNZsPpdOFwOCI1dqEQXq8Xv98fSYtLSSxZsSpdIqLIWezIXUwCoGpI1YKeXA9/alO8ma0JJNXDVJRK5LVEZ67CIgHBSg+oQonUzJVCgqFYUDMbYG1YD0WJfF5S0aAyCUxvAGp89ZGVy5tUVSUzM5P27dvz0Ucf0bBhQ9q0acPrr7+O11vrLEVapb8zq1gWLzSgB/AKcFVJmrUpET25hAY5bCgfkhRCXCeEGFIanqwJXm/kScDlrDs3h40b9hEOG3TpduiJXHGBlw9f/Ilu/Voz9Nz4isaPFJimibvAR8AbxO8N4PcGS34PEvAF8XkCnOg5nRniN7YWbWTgMydzee5tGEGD5DQXqfWSSSv9qX/g9+SMpIRrs/5JUBSlTHh428b9fDNxDj99vYhpXyyg/+COnHdl3dfRtWhVjyeeu5AVy3bw9qu/8ty475ny5UKuu+VUevWtXSu+syTdOvSULrzw6gyefH4qP/68grtvHU6zJvFHlV12lcuGtObUAR14ceJMxjzwMddfeAIXDY+vdu4o4ofD4YgiX7WNyCWynWmabNiwgUAgQEpKSkIuDZC4Llz5CJ7P52PFihUV6uEqI9sNiIrkSgKeoIZFVbEokZq08l9JVZjEajLVRGyCpwhwBzUit1sbFlViVw1saohKknIIoeCw2zCMiBRHqVhx0OshJExUTUNTVVRNQwBKpK+0AlRFIeYEY6VQzRKTes2KaXGgq3ZM1QKOCBE0dB1hGKixUr2xrlOKGpUWlko5PTpVQ09tgKFqaGYl0iZjkOZq0qqVUVOdejAY5Morr4xyvEkQhUDlTq1Yy+JFk5JtryYiN/IKsBt4NZFBDrf8SD/gy5LfS0OSVRK5FSvgyithxAjo2DlyotVlanXNyl0AdO7WrM7GrAofvfILXk+QGx+OzxLpn4xwSGfzip2sWbiZ1fM3s3bRVtxx1GU1T+rP7gt3sd6+iq/cH9F/5xDcBV6K8jyYla9wRJ62UzJcJQQvpYzgNW5dnzZdmtGmSzNcKdXX3PxT0PqYRtz11CiuvGMY076Yz9TPF3D/Fe/QtlMTzr3iBE4a0R2LVat1E83OnTsraLX16NWSV9+9mj9+XcP7E37nvts+5djj2zH25lNp2Toikul2u/n5559rlAcpxTFtG/L6/0bz4KMTWLp6N1fd+D5jLj6Oi0f1x2qp/tKydOlSLrvsMr755huG9+hA387Nefb9X3nl01n8vnATj1w/jBaND48l3v8vOBgiFwzGluooj0AgwIoVK2jQoAEdO3Zk6dKlCae0apNalVKSk5PDxo0bqxUXNkzIKY75Eqoi8QZVQMWmSRxWvUxUtypeqShEpFwrQVMhXO4QwoYgbGjomkphWCJDTqyqiaYYKIQRRol+m4iQMtVqJclhw9BDGEakGzYYDCIE2BSwaGqFNLUSo0ZNiRTYIYXA1GwYqh1D0dDMEGFnfcxysTmbGf3ZKmZ0hE8xYkRzY5xPUtcRQkFmNkY4HaiGgeKNLiuRsVKyCRC5mmzjpJQJWznGwCIORODaAL+U/F15WbzIBRYQcXJ4GnhaCNEXKEhkUoebyKVV+jsqJFmSci1Ju/Zh4kSYOBEUJZ2klEv5+ksHGSnQs2fJF+kgsHrlLpq1yKhRO+5gsXnNHn78ciFnXXYcrevYkeLvgM8TYN3iraxZsIU18zezYdk2gv7IF71p2wYcN7wHrTs3xZlsx+GyYXfZcLhsOJIq/m1zWJm5/QqGfTKM5e3/5KnH/sPp7U+PdNcV+ijMdUd+ctxlvxflHvh904odFGQX4/ceuPA0bJ5Jm64RUte6SzPadmlGwxaZsW1ramFBFgpFLqY1FWlXxl9//cWxxx4bdaHJqJ/MmFuHcuHYwcz8fhnffDSX//1nEh+8OIOzLz+OVdv/4Ilx/01oX1988QWLFi3ihRdeqLBcUQSnnNaVgYM68u3Xi/hs4hyuG/M2p5/di5NObcFlYy5i3Lhxce/H7XZzww03MGnSJNas3cwnXy3jvY/n8Msfa7nnlmH0qCKyvXTpUk488UT69u1Lhw4R67t66Uk8d9fZ/DR3HS999HuF6NxRHBrEsukqD2lGG8dDfOQqLy+P9evX06lTpzKnltrU1tVGfDgYDLJt2zb69u1brbZkrhv0KoYuf1UI6oKgbsFhNTEND7riIOrRKlY9HRHSF2u5AoRKluumQDdLSaOFIkMgkBFpE1VGIoCGDooVoZhoFokFE2mE0IMBfD4dw4y4GoRC4DA1sKRgChWJgomCKgwMLb1CoM6qgFGp0E+BCrIhEllyEJUyfRIIRRsOiKi0qgCrA5q3LYtqStPEEg5EtFTKDYenEqu22iA5sYe56owBaqPQUdK40FcIMUpK+bWU8mshxH0ly9PKNThELYsHUspiIUQOkfTqb0KIzsAI4CdgS7zjHG4iV0gNIcmSVt63Abp06SuvvBKmT4c//4Tiwma8NQHemgANG8Lw4ZFo3WmnQTVWgVXth7WrdnPcwMS0xRKFaZq88eT3pGa4uOyW+HTqDjcKsosPRNsWbmHLql2YpkRRBG27NWfEmBPpcmxbuvRvR3qDlJoHLIcKYsFTImLBrdNbk5KRREpGEi2OqVpPDyKf2/KFqwi7Fbau3sW2NXvYunY3839aWfbFdSbbI8SuczPadGlKm67NCateguEAvXsnRhTuuusunn766YSI3NKlS7n77ruZN29eleuU1tENG9WXJXM28cVbM3n/fzNQLSZfNv+DMy4dUGNHs5SSZ555hoceeogffvihyvWsNo0LRx/H8DN68PH7f5YIC88n4KnHkCFDq9yuMtxuN/PmzeOss86ifbsWPP5gC+Yv2spLb/zCbfd/zoih3bjh6kGkVfKFXbVqFUOHDo3SdxRCMGJgZ/p1acH/vf8Lr3w6iz8WbYp7PkdRNWLd4OKJyMlQEGGtSIaq265UaDcvLy+KSNWGlCWyja7rrF69Giklffv2rTY6Y5iQ4xYxw2uqAF8oOgruDymEQhZsKCRpooLWnFWN1NdVhlWTBGMQOZtFEgzHaD4oJTsIwqYgbIIiFPzR1BGH1SRkkVDSl+c3dHzBYsI+BYFA1SIyJ6qiYlcjWp7loYgYaVlRaYkkEomstFwoSlla9sCAapkMCoqKmVIP3e7C4iussJohBarUofwxKZZKunNARmNI4EE7HqKW6IN7CSlLr7TsuZJff61uWYx9K4C11KVBCKFIKU0p5TpgXclqIWAnsD+ReR5uIhcrTFklHA64997Iz7QZm7jvwdV07zCCOX862L2bctE6GDAATj89Quziidbt2pFHcZH/kDc6zPx+OeuW7+Sup0eR9DelAfUarE1iIRQM8827P/PHpKVsXxeRmrA5LHTo1ZqL7hhB1wHt6NinNc4Y5GLmzJmcfPLJcX9p/jPwP8zfPZ8fNv7A+V+dz9yr50aJBVeFefPmMXv2bB544AH6DzkgxhzwBtm+fi9b1+xm65rdbFuzm1+//KsseieFSasujTnl7Bx6DepI227Na+yimzhxIu+9916Zt2g82LhxI8OHD49bhLK0jm72oqm8/80nnH/qjXz40gy+fm8WZ44+nnPGHE9KeuyIsWmabNmyhTZt2nDyySfXuK+UVCc33zmMPgOa8MBd79Km6VDuuvFTbrrjNHr3a1Pj9o8//jhPPfVUhX0N6NeGiW9ezUefz+OLKYuYt2AzN117MsNO7YIQgiVLlvDhhx/y008/VakNVi89iefvOoef5qzj85+W1DiPo6gdVFWtttlBKApmOASKiih3/aiKyIXDYVatWoXL5YpJpA4lkSuth2vRogU+n6/G7/LufEGuR8FpBaNSY4CqRPhLrKuXbloxwhZCUsNlNbFpegmhi32tE1WkW2NxDkHsGjubKglVGkNKiV6pDk5VNTRh4HKmlLyuEwqF0EMBDJtapl0nRITAyspEDFBk9DJhGlFdESImaRJgsaEnZ2JY7YBAjfG2SMOoaPtFJEpXAZoF2ejf1QAopTSFEG2EEK2AX6WUUQ0NUsrNwObSv4UQLsAOFEspq5QdOKxErqowZXzb+qnXcDPjx4dpUN/BmjWRSF1ptG7evMjPww/HF61bXVIfJzQ306dPj8vvU0pJfn4+e/fuZd++fbRq1apatwCvO8D7L0ynQ4/m+MRupk7dR0ZGBscdd1xcpCcYDDJ+/Hg6derE4MGDo9roq0JxcTH33HMP//nPf2p0M/C6/Uz/6E++fXsmefuLsKRIrn7kXLoOaE+77i2wWGs+ZSZPnozb7ebss8+Oa36KUHj++OeZunAqy1jGzT/eHLdY8LPPPhtTmNTustGxT2s69jlQ0G+aJvt35PLOyxP5/L1vaFCczgdPfcsHT0FKhoueAzvSa1BHeg3qRMPmFccsKCjgf//7Hw0bNkzoqU4IQUZGBscee2zc20DEseKhJ27nkksuwVcIX0z4nc/fnMk3E+cw8uJjOe/KE8moX9HZY926dezcuZMVK1bEtM6KBdM0eey/9/Dsy+PQA6lMeOUX7r/9M44/8RhuuG0ojauQxPn8888xTZNLL7006jW73cJ1Vw1iyMmdeeHVn3nmxR+Z/usqrrq0HzfeeCNTpkyp0U5NCMGIEzszfGAnPn768riO5SgSQzwROcWVjJG7H7XegRKQWNsVFxezevVq2rRpQ6NGsctFalOTF0+zQ25uLhs2bCirh9uxY0e164d02JUfYSa+EPjCVjIUgW5IFAG+UGwSaLNIPH6lLI7kDSl4Q1ZcVhOplvifVro0xCJmqhJ7udUiYy6P0QOAVYvt1FVKYIUQWDQLFs2CPcmGHg6h6zp+vx9kpAZQtQpUtZJuWyWdOUmJiHCliKBSqXHCtLkwLA6ks2I9YpkeXfllsWrh/AdqqmVmIxSXC5lRfTYmatxqrsuhUChuC8dDjH1EgldnCSEMIpG4HVJKP5TZdSUTOZPqAycCK6WUC6sb9HBH5OIKSZbC4zkgduwPRE44m01DCOjaNfJz7LGzGTfuZX7/XcFuPxdVPYOsrJQK0brjjouQuvLRul9nzMcwgwwfcRItWrRg06ZNcamJL1iwgAcffJAVK1YwZcqUaonS1M/nU5Dr4fEJV2JqHi688ELatm3LlClTatxP5FhtjBgxgpEjRzJv3ry4iVxGRgbt2rXj+++/55577qlyvf07crn/vJfI3p1Pj4EduOV/l/Dkyw8z6MJeNGjQIK59AXTp0oX8/MSkJMLuMJcolzBFncIHyz/guGbHMbZP9d1FwWCQXr16xf0+KIpCk9YNGHROP7YVruH668+mQ9vOLJ+9nqWz1rFs1npmfx+JALXt1pyBZ/Ri4Jm9ada2Ienp6YwaNYqRI0cmdFzZ2dmMGzeO8847L+5tdF1HSsndd98duTg1hUdevYztG/fz5Tt/8M2Hc5j62XzOu+pELrjmpDI/3p9//pnXXnstIdHL9evXM3ToUPr37w9A3wFtmfLFAj6dOIdrRk/gyrGDOf/iYyt0C0spmT17Ni+//HK1Y7dpVZ9Xn7+UaT+vZML7f3Dng1M498K7ErIr2717d80rHUWNiHWTi9RU1axyoCSlYORlo2ZGrgGVBYF3797Nrl276NGjR7UPELWJyFUnPyKlZPv27eTk5NRYD1ceO/KUSrVxCgW+SHTOqpn4w4JYxhmRmrbo99GUkOe1oCmSJJuBWpKytGoyZrrVpkgCMWRNYkERknCMoKmmSirrimuKJBwz82KiqApW1YqViDesMPzo4RDBQAChKGiqik2LJrDSNFClSUUiJxAhP1LV0B1pBK1OTFRsYXflDCxKqHJTg0AN+yucj1Io4POAKxkyGkSEj20usMRPvGo6rzweT8Id04cCUsoCYJ4Q4gSgPXAs0EcIUQj4iZC4ekAnYAfwsZSysKZxjyiLrj59+sglSyI32rkLNvPg41N47flL6dalYpfp1q1bmTFjBnl5edx99z1s2WKvEK0rn00ojdYpxgr2757FdbdHQvOxIg1VwTRNJk2axMiRI6u9iT5/35esXrydiTPvByL2Inv37o3yuawJBQUFVfrJVYWa0qvZu/O575wX8br9PPbRjXQ9th1Qu4aAg8FHKz7iim+vwKpamXv1XPo2+fucmaSU7Nywj0Uz1zBv2nLWLY5oPLbq1JSBZ/Rk4Bm9adkxMcePQ4G9O3L56JVfmPXjStLrJXPFHacx5JzedSrNkpvj5rUXfmLu7A107NyEex46s6y7tTbIL/Dy/Cs/MW/BFo4/ti3/ufN0UuMsLThq0RUTCV24TdMkHK4YbcnKysLtdtOuXbsatzf27kDJaICwO/D5fGzYsIHu3buzbt06TNOkc+fONZZvbNy4kfT0dOrXj/882rZtGzabLUo+xDAMVq9ejcVioWPHjhVSqZU9XcvDH4JFW9UKLqZejxdXkgsFMEyB02piVAp3WTWJN6QQDIZQVaXsWKWMRNgqNzS4rAZOq1GhW7UUNlWWre/1enG5XChCImOQRLvFjEnkrJoRJV3isJgUu924nAfItCIkmojOyNmVcFk6s1TiRPe5sYqI8XypzEnI78VuBsv8eKVQMC1OJJKwYi2rYVOFxBKoKOarCIHmrfxArxDO3o2iKGilY2p2pKIiLGrZeDKzGbJ+q+gDrwK6rrNy5coqa5537NjBAw88UG3tcAwc8hufEOIYIo0OTYmw5SCwQEq5KKFxjiQiV95rNTfPzflj3uTW609l1Nnx67AVF8Nvvx1Iw1Z84Dc5/njB6aeLuGvrEsG9Y94GKXn+k+vrbtA6QO6+Qu4750WK8tw88/UdHNPz8NYm3Dj1RiYsmUDL1JYsuW4Jmc6D8wutLXL2FjBv2jLmTFvOmvmbkVLSoXcrRl5xEiee1Qd7HWoY1gbrlu/knWensW75Tlp3aMTY+0bS6/iab8rxQkrJH7+u5bUXf8LvCzHmmpO48NLjUGM8ucc73uTvlvDm+3+Qnubi0fvPpHulh7BYOErkYuKgiVxubi55eXllncPV7kxK9E2rsRzTjWAwyPLly5FS0qRJE5o3bx7Xw96WLVtwuVxVpl5jYceOHaiqSrNmB86T0nq45s2bV1heiuqI3No9CtnuinP1eiJkymGFQm8klWtRTZLtsixyZ9HAFxIEQyEURcFSQuTsJQSvMjQlkiZVBLhsBlbNBCSaQgUCVkrk7BaToB49TiwiZ1FlVOMCgMNiUOz2VCByNs2MqoVTBWgyWmLEZgaQplEicWJg6Dqmz41NUxEp9THtKYSlikMEwagYybVJHVEp+qZJA8VfqRPVMAnl7UNTNVTNgplaDzQbIliRBJotukGlNG11CAaDrF+/nh49esR8fd26dbz00kt8/vnncY/JISByQoj6QC9gjZRyT12Ne8SqbtbLTCYj3cWGTQk1d5CSAueeC2+/DTt3wqpV8Nxz0L2rGyEk8+YJHn4Y+vSBJk0iunVffgkFCam6xEb23gLqN0k7+IHqEPnZRTwwajyFOcU8+cWth53EAYwfPp7+Tfuzo2gHo6eMxoihSP53oH6TdM4eewrPf3sXn6x8huvHXYDPE+DF2z9iTM//MOGhr9ixYd9hmRtAp54teOGzG3jgxUvweYI8eM17PHHLx2TtqYOTlUha6+ShXXj30xsYMPAY3p/wO7dd9wHbtmTXerxR5/TljRcuw2pRueP+z/n4i78wYmgGHkXdoqrUarw1a0II1Kat0HdvpaCggOLiYjp27EiLFi3ijtjXRbNDXl4ey5Yto1OnTjFJXHXI8wgKvAqxzBCEAHfgwO0wpAvyvCqmFFhUE1+oKlmL2PuyqpEXTAnugEqex0K+10rIUJCxhG9jLKsyrarEEueVGDFEgGNpysXaXhWAaUa6XRUNzZGGmtqEYGpTipKbU2DaKfD48fl9hALeaHeYmLVwMeRJAt6IVIszjVCDluj2JAhXSr8qKjgSUz+oSW+zlDD/A9CMCJGTAEKIdCGEUwihCSFUUeYPlxiOWCIH0KF9IzZuTozIlUdpbd2998Ibr+1lUN8XeO3VfMaOhWbNICsrUld38cVQrx4MHAhPPQVLl0KiVm2GYZKbVUyDfxCRK8x18+Col8nZU8ATn99Cp741dyr+HbBpNiZdMIl6znrM2DKDJ2Y9cbinREaDVM657hTemv0oz317F31P6cK0j/7khpOe4N5zXuSPKYsIHYSXaW0hhOCkEd15e9qdXHnnMJbO28T1Z7zE52/OrLP5pGe4ePSp83n4yfPI3l/ETVe9y6cf/IlRlQhXDejQvhHvvHoFg0/syLsf/cm9j0wiL99T84ZHUaeoqWu1MoQziV179rJv80YcDgdpaWkJ7e9giFxpPdzmzZvp27dvwvs2TFi1S6XQJwiHBdZK93ybJmNp2eIOKPiCKoqMNEIIKIuFaqrEF45xC5UQiCEtIk0o9qvkeCxku60U+CwUe3WkFJFUayVuZNVis0QjBnusfDwQMa83YzwECyp+BiYCEw2/JZ0irQG5aiPySSMkbKDa0DQNh8OBy+XCaVWRponf78fr9RIIBDHCYajcASsEorJNmFCQVgf+jGbI1ExQFIQQUdZh0pWekOwIRIhcdZ3KHo/nn0LkGgGNgd4ljQ3HAH4ppS6lNKSMEWqNA0c2kWvXkJ278/H5E7Ili4m0DCeaFqJ/34KoaN3JJ0dSrHPnUutoXX52MaZh0qBx2kHPtS7gLvDy0IWvsG9HLv/9+EBN3D8FLVJb8Pn5n6MIhSdmP8GPm3483FMCIsSp23HtuX/CNXy87GmuefRc8vYV8uyN7zOm14O8N+4b9m6ve+/UmmC1WbjousG8PfUu+g3qwEev/MKNZ73Motkb6mwfg07pzDufXs/AQR358J1Z3HHjRHbvrJ1Prstp45H7zuC+24ezet0errnlQxYu2VZncz2KmpFIF2koFGLx4sXoGQ3p0jizVjeOyk0S8aBURHjVqlV4vV769etXq+7DLVkK3mCEHAR0QaFXwa4ScVCQBsX+2EekKZJiv0KBV6XIKyJyLCVEqKoKA4fVRI/RzOC0mhVq6cKGIGg6Cegq2W4ruV4r7oBGSI9EAo0YzRWaKqNq4wCEiF5o0Q5wQymJiANLlaBpxU8KbplOvp5JbigTt3ThNuwETbWsVk+NGlNgtyjYbDZcLidOpxNVVQn7vfi8Xnx+P6FwGNM0SxokDiDsTCOY3IBwSiaK5UBJihKDaEpXgiKwREoHqovIeTyehJrADiGWA78TcbG6H7gTuFsIMVgI0VIIUat6nSObyLVvhGlKNm+tXaqnPNJKtLkKS6ylykfrZs6EvDyYMoVaR+uy9xUCUP8fQOQ8RT4euugVdm7az6MTb6DniR0P95RiolQsGOCyKZexreCfdaNPq5fMqJtP492//stTX91GtwHtmPLmr1xz7KM8eOErzJ22DD3896aFGzRJ46Hxo3nq3atRVIVHr/+wTtOtaekuHhp3Hg89cS57duZxwxXv8P3kxbVVTef007rx1vjLSUt1cu8jk3jrg1no+uFJpf+bcTCp1cLCQhYtWkSrVq1o3749WstjSCpO/JpbG2eHcDjMrl27SE9Pp0uXLjXqw8EBm65SuAOwJTvaTzXPq6AIgakHy67ZEgiGQgSCwUiDmDDK0qemKXAH7Xh8AlXImFE3iC0LUjp2LOgl5E5KCIQVivwqxX6N/W4b2R4b2R47uV47RQEbQV3DH7YR0G0EDSshw0rYtOALWwmadgo94Dfs+HQHPt1OUSiF/GAqOf40cnwp+AwXhUEn7pAVf1hFNwWqEk0OhZRIaVBZUU+Us+oSQmCxaKS6HDhdrgjBlpJAMEhhThb+QAC3lkRxeit8tjREqcUZskxHToSj068kJU7kakqt+ny+fwSRk1Luk1J+B3wDbCISoRsEXFPyc7EQorcQolmJhlxcOOKJHMDGBOvkYqEykauMqmrrBg+OHa276ir46qsD0bqcEiJ3uFOrXrefRy55jW1r9/DI+9fRZ3DnwzqfmvCfgf/hzGPOpCBQwPlfnY8/1hf/MENRFHoP6sTD71/PR0ufYsz9Z7Jr036evPptrujzEJ+9+CPFf3PqsPcJ7Xnj29u46q7hLJ23ietGvshnb/xWbbpVSklxcRXmk5UweEgX3v7kOrr2aMGrL/zEPbdMJDfHXfOGJcjOzuaee+7B7/fTumU9Jrw0hjOGd+ezSQu47f7P2Z9VFPdYR1E71BSRk1KyY8cO1q9fT69evcq6TRXNQsjmwsjbm9D+Ek2t5ufns23bNjIzM2nePH6h9vKSJVLC6l1aleQqEIYivx2baiClxO/zRZodNA1pBNmfF8Dn80Ws+UrGNEyFYAiK3KBKs0IdmkWV+KtofoilT6cQJBhLosRSccKmjFiFeUMq7qBKcUClyK9R6NcIGyqFfiuFfgshkikOWPAEVXxBlaCulBFFiNTSRe1Li/5MrJqMRPHkgSynKsxo9wUk6EEEEV9Yq9WK3eHE1ag5/vrt8FmT8fh8eD0ewl43ZomPbITHCUS4YtOFtLlASzwodQTVyAEgpVwlpfwKuE5KeSaRyNxioCPwGvABcKMQIrmaYcpwRBO5zIwkMjNcrK8DIud0WrFYVQoLos18K6N8tO7332NH6z78EC666EC0bsI7KRQFmlCvYdpBz7W28HsDPDb6dTat2MEDb19L/6HdDttc4oUiFD469yPaprdl2f5l3PLjLYd7StUis1Eal951Oh8uGsdjH91Imy5N+fjZH7i890NMePgrsnbFn4qUUrJpU+IWVQsWLGD+/PlYrBoXjh3EO9Pu4tiTO/Hxq79yw1njWfjH+qhtcnJyuOCCC/B6Yz/IxEJyig3VtZaAXM2Gtfu5bszbzPptbbXbmKbJ22+/TceOHUlJSSnTdrLbLdx723Aeu/9Mtm3P5ZpbP2T2vI2JHfhRVIvKUbnqImSlcg4ej4d+/fpFaXCFHMmYXjdGoObrZfn9xUPkSgnkpk2baN++fVx6nuVRPiK3eb9CMCyrDIcJKTGkRk4RFObnYdUU7DYbqqqS6nLgciVht9tBRDojQ6EQ4VCIIo9O2IA8j0KhRyBME02YWGI0EkCEmMV6RY1l+wAVyFcp7JoZ07dVxCBnTquMQV5lTG9ZEbMhwqywBoAlRvpWEwfidYZmx+doiM/VkKDmRNU07DYbLqeTFKcNoUS6fnVDj7yXAV90JL8W0Tiomch5PB6Sk+PiRH8bhBCqlHIjgJQyV0r5vZTyQSnl8VLKocAy4CohRI21BEc0kYPShoesgx5HCEFauouCKiJy1SGeaN2X37Xhr+230ra9LSpa93cg6A/x+Jg3WbdoK/e/eTXHn97z79v5QSLNnsbkCyfj0By8v/x93l36btlrtZXPKajlmz9r1qy41lM1lQHDujPu81u5/8Mx1D/GydQPZnH1sY/y3E0fsG1N9UK3gUCA0aNHs3379rjnJqXktdde4/TTT6d79+5ly+s3TuPBly7l6feuQVVVHrtxIo/f/BH7d0c0nqZPn063bt0wDIPGjeNTU5dS8thjj/H0009x3U0jefPDsTRtls6Tj0zhmf9+g7u46sjp1KlTsVgs3HzzzVGvnTKoE+++dgVNG6fzyJPfMv6Nal37juIgUFW3qcfjYdGiRdSrV48uXbpUeYNUm7VHbl8b93cwnpq80no4t9tNv379sNvttW6QyHMLVu9SyHcLbKqJVulwnZpJsS9C+nw+P8KSRsiwYdNMVEVSXNLFqigKVosVp8MRiThZwgRCEp/Ph8/nJxAMkeeGfLdCsRc0YVaobJMl0bTKEIAhoi0O7ZpZIj5cEZYYMn2qIKZsSZRnKuCwyqguW0VI9BjhSlkWeTvwWiz7LsUwCNrSKHY2oUCrh09aUIkR4cPEYrHgcDhQFRWLxYIM+PH7fHi9XoLBIGHDRHfWjsiZpllt2v2fklotDymlIcp9CUUEihCi9As3hoiuXI1da0c+kWvXiJ278+qm4SHdVWVqNR5ExHNjR+t6ddyAy+GOGa2rbSdsIvj0f9NYMXcjd796BSeeFb/uXm3gdsefYiuFlJL166MjRaXo0agHE86YAMAtP97Ckr0RYehff/2V3NzchPd17733JjzHzz//nI8++iihbdavX8+l14zijJsH8MHCcZwz9mTm/7SCm055ikcueZUVczZE3QhzcnIYMmQI3333HSeddFLc+1q0aBF33XUXI0aMiKli3uv4drzx7W1cffdwls/fwvVnvMSnr/9GTnYuQgjGjq3eSaM83G43s2fP5sEHH+TCCy+kectMxk+4ksuvPYk/flvLdWPeZumirVHbPf/887Rv354FCxbEtFYDaNo4ndf/N5oLzunLT7+ujntOR3Hw2L9/PytXrqRLly7VOnCU3X+at8fYvDyusWuKyAUCARYtWkRaWhpdu3ZFUZRau0EEw5JFW9Qy4lLsj1hw2Us6QRXAFxRlxfkOhwNNUyMuDcUKwjSwKLH3a2LDbrdF9N/stpK5Bwm4c8jKD7Mvz6TIIxEyEqVzWmNbbzltJjLGLTgWYauKDDqsZjlyFvlFIIlVmqvGiBbGSqtaFLPsmlQ6tkBCSReqlBAWDrwinUItA7dIImSWWIPJA+uVhwhXtOXSVI0kCzhdLhxOJ6HkBuS7GrJkzQZWrVrFnj17CARiWHlVgXhSq/80Igcgy138ZQSmjBQnAtwtpXwrnk7WhImcECJFCHGtEOKUcstOLf/3oUKsp7lj2jVESthULionpWTy5Mnk5uYmFNFwOjVWr9zAX3/9FfdTpmmaTJs2jREjRrBtW3Qxfmm07tj207nnym9YuRKefRb69/cCRo21deWxc+dOJkyYwO233x7xzIsTf8yYw6Q3fqbroFacMip+z89p06bx2GOPJRz1evrpp1m9OrEbsN/v55577ql2X5f3uJwb+txA0Ahy/lfnk+fL44svvmDu3LkJ7WvmzJlMmzYtoW3y8vJ44IEHEtKuMk2TJ598kn379tG/f3/qN81g7OOjmLj0Ka588Gy2rNrNf84fzx3Dn2XJHwdSkikpKfh8Pi655JKEOvRmz57NPffcw4033ljlOharxgXXDuLtaXcx4OROfPLar3zy3GK+/vRHhg0bFtd+pJSMGTOGRx55hKeeeqpsjqqmMObqk3jlratwOKzcf/tnTHj5l7LmhS+//JLly5fz/PPP06pVq2r3YbGo3HLdKYx/5py45nQUNaM6vTfTNFm/fj179+6lX79+NdrelUbXNFcqIikVY180aa+M6khZfn4+S5YsoUOHDrRo0SKubarbz/IdVnyVNG+DYXD7wGU1sVtMCt1BwuEwqqqilBOXs1sk2UUqecVgEXqF6JZdDREyDhAGpaQuzOFw4EjKRNMiki7Fbh+7s4LsyTFwe0JomJXSlVWrzcay9XJZzZjdqrFQZVo1BrmLVTNXmcAKEUmrhoUDr5JBvmhAoZGCIdSo/Vg0GdFZKQdNVFwmiQQ8kBLdlU6gXmuUpDRSM+rTr18/2rRpU3Y+Llq0iE2bNpGXl1dtNPdIq5GLB1LKuOtwauO1+mDJ/6cJIa6XUl4kpfxNCLEI6FeL8eJGMBitRt21c1MsmsqsuRvp0a05a9as4bbbbmPmzJkMGDCAK664ghtuuKHacb1eL8888wzTZ6ykYWYvXnrpVT7+uHeNN9HCwkIeeeQRJk+ezL59+9iyZQtt2sTWYlM0hVAgTLdu0LBhNlJ+gN0+B6t1BK1b31TmMvHhh5GfWJ6wzZo1o1WrVsyZMyeu7q1ShAtUMGHoZf3j3gbg9NNPp169eglbdN1xxx0J6zxZrVY+/fTTGvc1fvh4lu5fysI9Cxk9ZTRfvvQlTkdiHnqnnHIKpQ4h8SIzM5MlS5bg8yVWE/Tuu+9y9dVXV0hZJqe5uOj24Zx7/an8+tV8Jr32Mw9f9Cr9h3Zj7OPn06xtQ3744Qfq1auX0BwvueQSGjVqVO0FrRT1G6XywEuXMuS89bz8yBT+747JXHufn7NGH1fjZyCE4OWXX66SjHXo3IQ3PryWd9/4jclfLmDjhn088uT5DBw4kHPOOSehc7d9uxY1r3QUB4VAIMDKlSupV68eHTp0iOv7XkrkLBYLauM2GBsWYySloSZn1LhNeUgp2bVrF/v27aNPnz6RerRyUBQl4QfJbH+9mKlJKBHo9UmKC/IRFidOhxO/318WeZISkAeiXPluBVWVZCSbBHSVsBn73E2ymxT7FDTtgH2XaZpghNiXZ2LKiEWi06aQlqxg0QT+GBp0TqtJIEaqVFGgcjldqXtEBYhIWrVyEtRhiSZ3AhllRRZZHvGKlUQkW8Kqi7BQooigRZhU1iDWYtT8aZU15gAUC/7MlpE5lbzZqs2BEAKXy4XL5aJ58+YYhkFhYSH5+fls3boVi8VCRkYGGRkZuFyusnP1SI3I1RUStugSQpwvpZxc8nsq8B/gGeA3KeUhJXLlLbrKY9xzPzB/0VY+e+8afvn5J/Lz83G73Rx77LEMHDgwrrGDwSBzZq/k/x6bweVj+zPmqtMSmlteXoQ8V5UuemPcd/zy7VK+XvAoqnbghCs9AaWE1asPWIfNmRPtCVtK6oYOhUSsVqd+MIvX//MFn616lvQGiSlm/xOxs2gnvd/qTZ4/j0dPepTHT378cE/poBAKhvn+3d/57MXphAIhzrrmZC69+3SSUv8ek2d3kZ8XHpjEgt/XceLwbtw+7jxcSdG1O7XBbzNW8eIz00hNd/LfZy7gmI7x1eCVx1GLrphIuDg0XJJGLI85c+YA0KlTpyqvXbGwfPly2rdvXxblkFJirJ6DaNcb1RE78lHq0dqrVy8gQnTWro3U2HXu3Dnmjdjr9bJp0yZ69uwZ17w27xP8uSqIy2klNUkt044rhZQmxYUFSCWJZJcFl12QVxTAZrOhKAoum0m+G5CRyFF5pDoNgoEAOjastooNGDZN4gtGk8dkh0mhV4lEnwwDXdcxDAOnJYghkkD30LhhGqoKBgKXLbq7VRDRj6vMuZJtZqXoncTn85KZ4ohaN8luRLlE2C0mpVk8KYmE3qQAIQgaKmFD4Pf7cdhtJFkNKlAFKXFZgpiV+INL+KI6W51hT1m61bA42OMxaZRiqxi5EwJ7vSbUZGwQCATIz88nPz8fn89HcnIymZmZFBQU0KBBgyo9yC+//HKee+452rdvX+34lfD3mYwfJGpTI1cohDgPQEpZJKV8ABgK1K5KsQ5w1uk98XiDzJm/lVGjRnHddddx9913x03iAGw2G6cM6UujJmmsWZFYzRVECFx1F8IufVoT8IXYvK5iy37pxUsI6NYN7rsv/k7YeGvrgoHIl8hqtyR8XP9ElIoFC8Q/Siy4trDaLIy6+TTe++txhl58PN++PZNrj3uMmV8vqHUzRyJITnXw6GuXcfXdw5n7yxpuH/Ua2+rIeuzUYd0Y/9YVANx5w0R+/2VNnYx7FImjfKRNSsm2bdsIBAL06NEjIRIH0eK+QghE257IbSvQg7HLPsqnSUvr4ZKTk+natWuV0ZREUqu7cgVLtkRuabohKPRAsv3A98cwDHxFOQgtBavVSjAsyHeDJv1lnZuBUEQbQwiBIkqcB0REmNcXgNxijWAghE3Ry4iNw2rGJHEC8ARE6RuEpmnY7XZcLheaLQVTgl+3sH2fnx37w+Tk62TnQzhkgmmiYqIIE4fFjCmfEiN7iioDUetKKrtWCKRUIjIqug130EGez0Wux0nQtOIJaQe6YyXY1Uokjog8SWUSpwkZReIUACOMbnHicTWhyJKJUNSo9KtisdVI4gDsdjtNmjSha9eu9OvXjyZNmuDxeMjJyWHTpk1s27aNoqKiqOvmwTg7CCEKhBC/CCHuK7dslBBiiBDiuloNWseoDZFbDFT41pdE6A6bE3z3Ls1o3bIe3/+4/KDGEUIweEhnli3ZRkF+7ZseYqFr31YArFmyPa71K3fCltbWxdKta9q0+tq60L+MyAEMbTv0Hy0WXBukN0jh9hdG88ovD9CoZT2ev/lDHrro1b/FKUJRFC64dhD/98G1+H0h7rjoDX6eklj6uSq079CY19+7hg6dGvP0Y98w8d1ZfwtBPYrYCIfDLF++nEAgQEZGRlyp+MqIJV2iOpMR9Vpg7FyLHkOWpJT8FRQUsGTJEtq3b0/Lli2rTeXGS+SyCmH+hpLbWbnh8t2QZDMJh0OE/IVgqVeW+iyFJ2RHGjrJNh1fUKkQhhEl/1IdJkVuA9M0MLCTXSDQQ2GsQkcaBzTXyiPJbsaUEUlxmBhSw2q1oihKmUOCYnjJLfSzLzfI3lyDfXmCrHyFIg8UFAs8XggGQQ9LhGkSCAqkISP5YlNimpJQyMAwFXRTIWyoBHUV01Qo8lvJ89rIctvJctvI8VjJ91kpDmgEwkrFpoZKsKix6uiiU6ixlqFquF1NKbZkEJIlXcBGdImUanNEb1sDhBCkpqbSpk0b0tPT6dChA06nk71797Jw4UJWr17N3r17ycvLw+v1Hoz8yAVSyqFSyudK9jsKQEr5a8nfQ2o7cF0hYSJXEoV7J8by3+pmSolDCMFZp/dk/cb9bDhITblThnbFNCR//r6ujmYXQWaDFBo1z2D14u0Jb1tdtK5pU9i//0C0rn79A9G6ZcsiF5dQIISiCDRL4hfsfzIeOPGBf7xYcG3QrltzXph6Lzc9cxHrl2zjxkHj+OqVGX+LS0S3fq15bcqtdOrVkpcemsxLD00ui+geDNIzXPzfy6M57fTufPL+nzz16DcED4M37f/vcLvdLFq0iMaNG9OpU6e43R0qoyopEbVBM1SLndD+HQQqaRIqilKWXu3duzcZGVXX05XfpiYity1LMGuNSpK9tGtTUBqvkhL25YYwg26czjRE5fpMKVFVlcIiL1t2eVBND0TJZ0iy87wYponT4URRFIQi8AdVPH4oKDaxqaFIbZmUJT+xu0wh2vlBlETrbM5UXC4XNqstIk4c8BP0F5FXHCYUNgiEBW5/xF4sbAhyilVyijWyiyI/ecUqnnAKuW6NPLdGvkel0KtimAq+sFLBNizJZkYRT02VhCp9pJJYjRMQVbAHKLKkqxVBSE2mSNTDLxyEZcX3wSJinDe1IHIVZmMY2Gw2GjZsSKdOnejfvz+tWrVC13Vuu+02tmzZwmOPPcYvv/yScPMMkCaEKF/83g8o7e7ZSsRu67AiISInhLhXCLGp5PfWf0enarw47ZQu2G0WvjvIqFzrtg1o1bo+M3+pe9mDbn1bs2bJ9tqcSBVQPlq3a1fFaJ0QB6J1vXtHOmHf/rIHOUZ/CguPmJR/XDjSxIITgaoqnHn1YN6e8xj9Tu3CB099y61DnmZdDEmPukZ6vWSeevdqLrnhZH6espg7L36DPdsTLzeoDKtV456HzmTszacye+Za7rn5Y/JyE5eqOYraYf/+/axatYru3bvTqFHEFaeuiRyA2rIz1pCXcGEWBUUeTFNimibr1q1D13X69euHwxHfjbs6IiclrNiu8NeGSCF+gVdQWlZaGiHz+/0gJTZHGr4AJNkOdDVIGamCs1gsZKQno2gOcosVCgsKCXpzCYaC6IZO2JeLgRWHw06lcB0WFXwhhexCBY/XxKroaIqJ06rjC0brXDqsJp5A9G03yW6WWX4paqQT1ul00jDThaKqhMNhvF4vfr+fcDhMIIbaVpLDQIro+rpYzRNqjCibwxr9PqumP5rwKSZmJXanCIlhKvjVdApkPdy6PfL+VvrsFEwsSsX7kGKxRtKtBwHDMCo0UQkhSEpKokWLFnz66ac0atSIIUOGMHv27ISb94AMIF8I8VbJ32mVXk+sLuEQINGI3FYpZXsAKeU2YFtpvdzhRpLLxqmDO/HbH+vweKNDt4nglGFdWbNyN/v21q1ib5c+rSgu9LFra92lyqqK1l177YFo3bwVrViUc2XMaN2RjurEgv8NqNc4jYffv57HJt6Ap9jP3Wf+j9fu/xxvNYK7dQFVVbj89tMY9/aV5GUVc+uo1/hzxqqDHlcIwYWjj+O/z1zA9q053Hrt+2zeePDOLEdRM1JTU+nfv3+F7r14RHpjoXKNXHkIIRAtu2Lz5aP6C9iXU8SSpctJSoq4JCSSyq2KyAXDsHCzYM3OijflfA84LEFM08Tr9aJpGhkpVgo9kW0KPJJUh1khgZhsNynwCFRVxWazYbGnEhapaAQIeAvxhlQMw0TX9QrXTKdVku8p3b9ANwU5RQr5RWAaJg6LgSJkuSidjJmmBFBj3ImlhLChYilXW2e1WrEqQYrcQXw+H8FQEKOkLk3EqM1PckTX1ykQU9cuVv+MihFFfKxqRdcHHTsh6aDQTMWna2WjxLT+EjFEha0HF42DSONMVedVRN9VMGLECMaNG5cwkZNSvi2lLCTSHzAKKCRC7v4xSJTILRVCzBBCXAtlZO4fg7NP70kgGObnmQdXUH3K0C4AzJxRt1G5rn1aAfHXydUGpdG6d945EK0becISGiZtjRmtOxwuE3WNqsSC/00YMLwHb/35KGePPZnpH/3JdQMf588flh7yWrO+J3bgtSm30rJdA56+4zMmPP0D4VDFi3FtiMCAge255d4TALjzxonMm72hTuZ7FFXD6XRG1YepakT3LFFUZ+8FoNrsaA1bQ1EO/rxd1GvcEkdaM4SSWJ1u5ZuulJHO1KmLVbZnKaQ6o89/T9CKESzE5bSRnhyx3yq/fU6RxGExsKgSTZUUeaPHMA2TvCJIcTlokJGE1aKh6wY+n7fMe1XGktUAXHbJ/nyF7Hzwek1sio7DYqIKiScgKhA7iKQ0Y0XpUpwyKj2rqiqpyU6cTicOhwNFUQiHQvh9hRS4Q0hTVrgmxBIBTrLHTqtWrtwQUqJqsRTKDHRseI0kcgIpFPhtyBgkUomRflWNYNRnerBpVajZ2QGq11GsZpvrhBCVU6eLOBCVawMcdvuZRIncdcDbQDshxOYS7bh/DDPt0L4RHdo34rtpyw7qBtewcRrde7Xg1xmr6vRG2aRlJun1klh9CIlceZRG607ovIwzuk2MGa2rrrbuSEIsseB/G5xJdq4fdwEvTb+f9AYpPH3tO/x3zJtkl1htlSI/Pz9hchUKhfj6669jnu/1G6fx3EfXcc7lJ/Ddx/O4d8zbZO8txDRNPvvsM55//vm49yOl5Pvvv6dPnz5I4eHVd6+mVev6/PeBSXz5ybyjTRB/Mw4mIlfTdnuKfOzJK6SB00KK1UQP+VFT2rC/0CSsJ/Y5Swn7CgS/r1ZYtFkhpJdowvkF6UkHxgqHw+i6jrCmkeJUKPaalcaJ1K8VeQW6LnFZjKjoVDgcIhAMkpFmJ99jISs/cqOsl2opcXOwY7Po7M8P4fV6CAYCGLpOaUSrfHRNNyC3SJCdL7EIAwuRLlRFSAwjEu1yWQ2MUgJW7m3RYpAwRVAmTyKEwKJZsNsdNK6fjMViRQI+vx+vz0c47McbjDFGjHFjpVXtFso6SSUCQ2oETSs5vmQK/HZ8ITXSKatE69EpyHI2X6Vzl8hyrg+GaiNoy0TR6qYJryqiVhqRqyW+Khm7tMHhaynl10CbkiaHtNKmh8OJRIncYinlZCnlf6SU7YgQu7ppbasjnD2yJ9t35rGyBi/LmnDqsG7s3pnPxnV1I8MAkROtS59WrKlFw8PBIBQIY7NbY0brqqutO9KideOHj6d/0/7sKNrBZd9cVpZyqEuEQolbwWVlZZGVlZgfsK7rPPfcczEFiI/p2ZKXf7qfsY+fz4o5G7j+xCf4ZsJv6GGdTz75hNtvvz3u9JWUkqlTp9K1a1fy8/OrvOBZrBrXP3AGD46/lJ1bsrnxnPEc3+s0rrnmGsaMGRP3cf3xxx+cc845NGrUiOHDh5NZL5n/vT6GQad05t03ZvK/p34gFEo8QnQUNSPWZ3soauRM02TNmjUUFBRwzLGDcGgqmhFGI4xD9ZHrNtiabbJ6t2BvgcAfiv3gGNahwAPZwWb8sFjjz3URXThruSCRBAq9gowkSSAQJBzWsVisOLQwe3Mk4TAkO0obH0qaISJSadg1k13ZklSHUeJwIAkGA+hhHafTgYIom5cvCFn5Jho6SXZw2u04nU5cTheqphLWw3g9XoxgETn50Xp9AEVeyCqQ7M81ycn14ynMJ82plTg2lMyRCKFThYknpi6dxDCjlxtSoCgKqqLgKonWuawmwWAIr9dLIBAgHNYRxLYLi9WtCpIin0lhwEG210GuzxrR16u0qtMafR7YLdHLrOggISRVPJZ6FMpUhMUatV5dIxgMRglNxwspZaGUcmkJgbu/3PLnpJS/lnayHm7UJrV6rRCiVFW2D5HQ4j8Gp5zUkSSX7aClSE46uRMWq8qvP9VcFySljNtftGufVmTvKyR7byGFhYXs2LEj4bnt3bu35pXKIRgIY7VbKth6xVNbVz5ad+KJ8PTThy5aV5v0DkR8SUth02xMumASmY5Mftr8E+Nmj4u5jZSSWbNmJbyvKVOmMG/evIS2WbVqFaeddlpcHXql2LZtGyeeeCLr1q2L6ZkKoGoq590whLdmP0q349vz9mNfc3bHG7nxytu54oor4t5Xbm4uN9xwA8FgkCuvvLLG9U8c1o1Xv74FR5JGWqgvl468gyZNmsS1r4KCAp544gkefPBBXnjhhbLlNpuFB584lzFXn8jPP67kP7d/elCex0cRP2qbWq2KyAWDQRYtWoTL5aJbt26oqorWtB22YAGqjJjRpzvChA2JRTHYlquwbIfKgi0as9ZZ+GuTxrJtKtOXWfhxuYU/11vwyxRKG6f9IYHFUonMSdiT4yfZFsTpdGBXA+QWKUggpEsKPZI0Z0kdWQmHcdok2YWRC1lOIQjTwAwWgQSH00GaS1IU4xQs8kIwaBAM6DitZok+XCQq5kpykZrswJQmfr8/YgYfCGLoBmkuWdagEAwGCYUMpJpGSBfszpJ43AbC0LErBnbVIMluYppEpWFjXXsdVpNgJZcIRQgcTnuE0LlcWCwWTNMg7MvF6/URDIUwzEitoCIkYUNgmgrBkEah10JWkY0Cv42gTCZYhUtG2bkgoklrrLQqgFvLwKPVI2goJXM/9HbvHo+nyuvovwUJvYtSym1SynellMUli9KJFP79LYiHLDnsVk48vg2/z17PG29OZNy42DfzWJgyZQpPPfUUV1xxBUIxOG7gMfw2YxXF1RSWezweLrvsMi699NK4/Du79Yvw3o8mfEf37t154okn4p6f2+3mzjvvpG/fvnETRyklOdnZrFqxhh9/rFo4t3K0btkyg3PPnU+jRusQIuI08dBDNUfrQqEQTz31FAUJhvF8Ph+///57QtsAbNiwocKNqIJY8KwnmL5petQ2breb4uLiqOXVQUrJ7t276dChQ0LbeTwezj//fCyW+NMHLVq0oF27dlxzzTU1rtuwRSaPf3ITD75zLVYcDKx/AS69fkLzu+OOO3j77bexWuN7Om7SMpMmvb30H3QMe9fAW89MjSslOmPGDB5++GGefPJJOnfuXOE1IQSXXzuIBx8/lw3r9nH3zR+Tn+chOzs77mM5isRRl6nVwsJCFi9eTLt27WjVqlVZBFAIgda4Hc5gLkgDTIMUu07YMMl06SV2UBJVkbgDghyPUiYlIgGp2ElzHTi/AiHQNIHdSllTg8ViwVCSSXcaFLi10i1LulclucWCNKcsc0nweA/UiZmmSW6BD3/YRoN0CzbNpLDKy6skFJLkFUly83VsIkySLUJkHDZwByzYbDZcLhdOpxNFVQiFQ2RlF5SROyklTmfEjqp0DroBBW7Yny/ZnyfJK5QUF+uEAzpCD6PJMDYRJBgysCgGqhIRCwawW6O/e5oqCYQVkJFom1UVOG0W0tIysFptBIMG2bleduzxkJ3nZneeQnaxRqFfJagrJNsM9Er8zKaaUXV0sdKqolJa1cCC33RRZLgImloZm9ZUgVX7e4jcv9meC2ph0XU40adPH7lkSfWF7GvXruXMsy+gcZuLaVjPwoTx11C/fvU3NtM0efzxx3niiSdo1qwZ06ZNo3v37mzdnMWNV77LyHN6c9s9I6K2W7NmDaNGjWLbtm0cd9xxzJgxo8aboZSSa894lr07crG13UrvPj155JFH4srhz5gxg82bNxMMBrnmmmtITU2tcRspJV++Np2JT/7AAx9ewUkjBtS4TXkEAgFCITu//nrAPmzPngOvq2q0J2ztyxHqDk/NfoqHf3+YdHs6S65bQuv01od7SgnBNM1yqvLxoSC7mMcue50tq3Zx87OXcPrlJx7CGUbOrXeencY3E+dy+kX9ufnRsxPyUa0KK5ft4KF7vqBBw1T+99plZGQmH7XoikbCF24pZVRpQF5eHrm5uQk/oOTn55OVlUWnTp0A2L17N7t27aJHjx5VRj/CHjd7tqzH0qQjhlQJGyp+XUWICIHQlAj5CIYj/ZdWVVLoE3g9HpKTk7CqJkW+A98HhTDuYjcWewpOm0I4ZFLsAw0vIUNDKFYib9OBbZKdJkJK8ooPeHT6/X7sdntZI0iGy0A3BMUxGhAykkyyC6Lf+rRkQbJDkOtWoi6AqU5Jvlvi8/lKyFukZivJAbq0R31n0lxQ7K/8vZfUS4UCd8UkqCIkSc6IRpxpGASCAVxOF2kuk+KAWsH1x2qRKJVKLqSUJNnD+IIyUudXomnXIEUSxoLP68PpinyeaXY9isgl2/UIOS8Hh2YgzCCGsOPTrYQMhSRrGCHDGKZBOBTGbreT7FBJddXG7r0iTNNk6dKl9O0b+xKxZs0aXnnlFT777LNEh/4H3Mniw6Gnw3WImm5q69ev59FHH2XwSQPo3E4jt0Bh/abCGsdduXIlrVq1Yvr06UydOrXs4tSmXUPOPK8P075dypZN0TVOjRs3ZunSpQQCAX7//fe4IhpCCO584mIwLFx6xu08+uijcd+shw0bxs0338xdd90VF4kr3d+ZV56Mw2Vj4Y/r49qmPOx2OykpcN55VdfWxRut+ztxpIsFK4qScIFueoMUnvvmLvqc0oVX7/2Mic98d0ibB4QQjL1/JBeOHcSPXy5k/CNTMIyD00gE6N6rJU/972Ky9xdxzy2f1MFMj6IqHGxErtQvNTc3l/79+1ebwrIkJeMN6dhDhagKGFJBUyRS6iTZDHRT4LCaWJSIvlvIFKSU1LeZEkKGQlpJl2ooFMbtDZGalkqGS1BYHCFxAL6QhioMHNaKJE4IiREyySs0SXdJ9HAYv9+P0+koI3FpTpN9uSY5BQbJNh2rduD7Y9EkBe7Y3yc9LNm2V0cPhUiy6RUaFcK6gc/nw2a1RerqShomrFrkQdnjidSwReRNJLGehRQh8AYiQsSKIsoe8lJd4A9BWJeEdTBMlZAOQV2Jsm5MjtEc6rRJDKzYbDacLhcOux1FgNsXwuf1YpoR2RVk7CeHymlViSBsahSEUykM2gmVpFBVpZKnK+Cw1Q39qKwhVxler7fW9lxHCo4oIlcTOnbsyNdff817773HG6/cT5tW9Xnt7d8I1KBM37NnT6666iqGDx9Ojx49KqTBrrh2EMkpDl5/8aeom2JGRkbcwpbl0bVPK/qd1IFJ783Cc4j1wABcyQ6GXDSAWd8uoTAnsZRiZcSqrZs8+fDV1lWFUrHgNult/nViwdXB7rLx2MQbGD76BL4Y/xMv3v7RIXWEEEJw5Z3DGH3zqfwyZQkvPDAJQz/4/XXv1ZInX7g4SurkKOoWB1MjFwqFWLx4MQ6Hgx49esTVYOMXFqyKxBr2YNcMJAq6qWFRJHbNJGwIkp1mif5apIjfqgRBRshc0FBQ9GIMPUj9VBt+vyS3WOIqq2WXqIqKx29SUORBlZ5IdygSp2aQVyzRDdiTHUA1i0hKcqCUiNE6rJLcwgPnbm6hxO/TI/V1UpJkk1HG86UQJfP1BWBvtkFhUQiHGsJl9bM/tyTiZzkQfXLYFEJmREYkKcmFpmnouk44UMy+XD/hcAhZzo80LYkK0bDShg1VVUs6SwXBUAhVVUmym/iCkfeiPPQYTRJOW6W0qKKQkaJid7pwOl0IITAMg4CvgGKPn1A4VNbIUZpWlRIMU6M4aCfPZ8cTsmCWc3NQhYlZ9oAXSW+rdZhWrU5DDv7/SK3+q4hceWiqwh03DWF/djEff/lXrcdJTnFw9fWDWbViV50afl9++2l4ivxMfv/POhuzOpx1zWD0kM7UD2fX6bhVResGDTr80bpSsWC7Zv9XigVXBVVTue2F0Vx23xn8+uV8Hh39Oj5P4JDtTwjBZbcM4Yo7TuP3H5bz7L1f1gl57NGrJe9/cWMdzPAoIHZGo7YROZ/PR35+Pm3atKF169ZxR48VRUFLq4+DAFYC2FQdu8WgKKBiSIFFRB740l0m0pQYJqgWCy67iVUx8BblYJiSNJedrIJIvVxYj0Sl0pMiFlmKquJ0urDZkwgZNqwU4y/OYtf+iCuC3+/HMAx0JR2bFtF9U4TECBtUfit0A7LyTJLtOsFQ7GhzqgvyiysSItOEPdlh9u4pwKqopDnMSHNECZIdFa2vtBLR36aNUrHZ7CWuFIFIw0QwSDAcjnoQtlvBXaJL5/f7sVgsWK1WHLbSkowDmnUOa8Tiq3wwQpZEOSujzMlRRM4Zm81Go3rJ2O02QBAMBvF43PjcRRR4BTleJ7k+K/6wErH+qjSeo1xXqywJktZlk4NhGNUSOa/Xe5TIHcno0bU5w4d05YvJC9m+s/YWQ8PO6En7Do14+7Xf8PsSl5+IhXadm3DSiO58+/FcCv4Gm6Jm7Rpx7Gnd+OGDWQTq6Bgqo3y07o8//hnRup6NejJh5L9bLDgWhBCMvnskd7w0hhVzNnDfOS+Sn1VU84YHgYuvP5mx95/Onz+t4uk7P6sTGRFN+3f5A//TUBv5kT179rB582aSk5OpV69eQtuWCgk7GjTFYRRjVXSENMhwhiMRJ0VS6FXILlJxWMHtkRR7FYrcBvv2F+DTUwjJFDxBlcyUA+TRMKHIJ8hMObCvCAnRsFiTyMjIxGrRCASD6LqBlJJwKITba+L2mmQ4ddy+2ERNEZJij0FWro7Topc1YkQgYxK8cDiERjFSTSeoK+zNNcnKDWOGQiTbwoRCkWaM8lAVKPZFZERKLbpcLidJDih0R5o6fD4/4VAYaUqSHJFolM/nw2q1YrFYUBXwBtWy1GtpGtZpP/BelZK7ZEckAlr5WEMxulSljHx2FosVtCT8MgNTS8LtV/B6ffhL5iVk9HderdDBGmFyzjpKq8JRIgf/ciIHcOM1g3E6rPzv1Z+j/OHihaoq3HLXcPJy3Xw2cU6dzW3MrUMIBXU+n5B4t2ZtcP5NQynO8/DbpPl/y/5iRev+7//+/mjdFT2v4Po+1/+rxYKrwrBLj+e/H9/Ini3Z3DnyOXZtOrR2WOddeSI3Pnwmf/22lidv/YRQsPqyhqP4exGlqp9AarXULzUnJ4c+ffrUav+l1l6qquLMbIhdL8IiIt6d9Vw6IV2Q5jJRFIk3KGiQHiEdbm+A1LRU0lMi6UlTgiegUC81cjylkaZCr0L9kvJhp80kHNLJK5ZkFRhIo5jUJCvJyUllumKBQICQN5v127xYlRAOW/Q9Ii1J4impv8srkuQUhEm2R2rwMpLAXUnqMRgMous6KcnpiEq+ot6ARA+b7M4KEfAGsSshUmw6dotJenK0uwII0pJtOBwRiy6bzYYpJT6/j/05brxeL1ar9UCNn0tSsUxVoAhB0NCimqcsqnlA2qTkJ8V+wNJLSEk46EeRJgVejexiKzluC+6AGonaKTZsdhtOlxOb3YYiDDy+YJluna7rkbRq+WI9CUizTrtVayJyHo/naI3cPwmmKTESNJxPS3VywzWDWbVmN9N/qb1XZOduzRg6ohuTv1jA7l35NW8QB5q1rs/wUf348csF7N5Wd/6rVaHrgHYc07Ml30z4rU6K0hNBabTu/vsPT7Tu5eEv069Jv0MqFvxPRb9Tu/LsN3cS8oe5+8z/sWbhlkO6v7NGH8+tj5/L4j838t8bPyLgPzQR4KM4eFRnSl8eoVCIJUuWYLPZ6NGjB1artVYp2fL7s1htpKSnkySK0RSJbgoyXTpBXZCZbCKEpMCt49Q8OBwOpNAQikJSqcAvkiKfoF6KLKmfj5CUfDc0SDEoKNLxBWRZZ6pUU1A1C6kuyqJeTerbCcs0FFUlpzDMvqwiVLOAcDiMlJIUl2R/fqX3Rwqy8008njDhUAin7UD9l9/vR0pJ0wZOiqK1vNGUiK4dQEiH7AKT3dk6ObkhigrDWAmRZAmTZDOwahJNPdDBGqmJU7DZrDRIt6KbKlarFV3Xy8iTPxiKquVOTYrUBZaiNFIXMkvIXcncNaFH6vRCJsVuyCoQFPqdmKbAX0mnLsluVOyeVRQyUyw4nc4yKzhd1/EXZ+Hz+wmFw+imQnHASlCvW9oRT7NDcnJyne7zn4Yjisht3Z3LlF9XJLzd6UO70aNrMya8/weFsb5dceLam07FYlGZ8PLPtR6jMi675VSsVo0PX5pRZ2NWBSEEo24eyp6t2SyYsfKQ76861CZaN2kSFBbWbn82zcbXF35do1jwvxXH9GzJi9PuJSXdxQOjxjN32rJDur/TL+zPnU+fz4oFW3j0+g/xe4OHdH9HUTvEU9tWVFTEokWLaNWqFW3atElYFqc8KhNHq8NBcrKTZOHGopp4gwpJNgN/CKwUYhg6qi2VBqkR2qAbEduoJIcse8Ar8qvUT4vMJ8lmII0wO/abJDsFmCECgQBOpxNVVQmGodAbkfJIcUqy8nQgYnXlsDtwOpPwBJ1o+DGCBWRlFxEKhjBlNNlNdkj2ZJvk54dwWUIYwUJUVcFutxGqIhCdkaIQK0hdL02Q75bkFJrsyTHYkxUmJzeITYQwgkGshHCqYZwWHcX043YXkJpkx2GzlkXrkp0qHn+kfrHUD9Y0TRQ1otFnUUxsqoFNNUiy6Zi6QThoUOyW5BVCgVshu9hKgUchEC6NcsqIeG8cT9OlunaiRMLEbrdTLzMNzeqk0G9jb4HAHYBg0R4KCgrieoCIBzU1O/j9/qMRuX8SbFaNN7/8k6y8xDovhRDcdcswfP4Qb7xb+zRmRmYSl119EgvmbWbB3E21Hqc80uslM+qak5j7yxrWLN1eJ2NWh+NP70mjFplMfvOw28OVId5o3YUXQr16tY/WxSMW/G9G41b1eWHqvbTt2pynrnmH7yp9FwKBxBsi1q9fz6ZNsb8LQ8/pw73PXciapTt4eOwHeN0BpJQsWbKEe++9l127dtXqOI6i9kiUgO3du5e1a9fSs2fPGvU440Gs5gpHUhIup4pTeElxGHgCCu6iPExTpUVDGwjwhVUapEXWDxuR3sdS6y2LKgmHJWkOnX05Bt4SIYDsvCCmHqJhpqvCcUsZcWcwQuEDhf1lEKiqRlg6SU1OIjPVjqpIAv5AxFc1GMAwdNKSJPvzIkTENCU79njw+S2kOgQN08yY9XaaIilwxyAvEoIxgtYCKPZKCt2S7HyTvTkG23f7yM4qxhNIJTdfJzcvSEF+kOLCABoSI6wgTQuhoEJRYYjc7ALWby5m1x4ve7JC7M0x2Zcr8foEuUWCYp8oS+emJZVG6yK0IBAIkJYkSt5vylKwDosRVUdnKYmolj8oIQUFARfFoSQUS0Qg2WGVJDs1srOzWbx4MatWrWLv3r0Eg7V/0IsntXq0Ru4fhEb1UjCl5PkPf0tYH6tVi0wuOf9YZvy2hqUrErfFKsU5F/SjeYtM3nj55zrzhDzvyhPJqJ/Me89PP+Sm4aqmcs71p7J24RbWLdp6SPdVWxzKaN3QO+rOYAAAxmFJREFUtkMZd/I4JJLRU0azrWDbIT+e2nymUsoqCVJVME2T6dOn8+uvVZP01Mwknvn6DgYM686Eh77i7ce+5utJX3PGGWewbt26uPZjGAYffPABJ5xwAldccQWtWrWqct3BI3vywIuXsGHVLh646h3OPvM8+vbtS/PmzWnevHlCx3cUfx9M02T9+vVkZWXRr1+/OotoVJXKTU5NJdlqoupuZGAfzqRU7M5ksopUNOlDGjqhsCTdZeDQwlhEpP4qyRomv1Bnf57J/gJBgwwFIShLcWq2ZEK6IKNcY0S6yyQ7Vye7QCJNWaFBohT1UiLdqtn5oKkazRo5yqJ6uh5i3758/H4/oWAQn8+H3W5Ds1hwe032ZYWR4RDpTgOH5cB3PyNFIdYtIzNV4I6hQlUvTeAvx2+CwSB6WKdxo7SYhLzQKwjqkZStiYJqsdK0UQpOZxKaqhIOh/F6vejBYvLdOrJSzXi4pIO1rAvWaiU1xYlSEoEVRAid3WKU1NZR1q+RZDdLfhf4wyo5bhu6VKIkT+x4SE1NpUOHDvTr14/WrVuj6zpr165l8eLFbNmyhaKiooSumUebHY4wIieQjD3/BOYs3covf9UsbiulZPv27WV/j7l4AE0bp/Hiaz/jD1Rdt7N9+/YqTySLReWmO09j7+4Cvvo0ImsSacdOzE6oVEhz69at2J1Wxtw6lHXLd/LHtOpTx5s3b+a1115LOCz99ttvl83vtEuOIynNyRfjqyeObrebX375JaH9QMRfNFFtKsMwYhrLV47W5eYefLTujr53cHKTkykIFDBq0igCenyRqOXLlydMyrZv38748eMT2iYcDjNo0CB2796d0Ha33XYbd911FwMHDqx2PbvTykPvX8fIK0/imwm/8d9rXmPAgAH06tUrrv2oqspXX33FmjVr+PTTT2u0Hxt4WlcefuUytqzfR3BHU845+zxuvfXWuPaVl/f/T2PK4UT587q0Hs5isdCzZ8+yQvq6QHU1eWFTx5u/i8y0JOqnCBRFkuyQhHFh0STZhZBVGJHVyC4U5BQJiv0qGeWIWL5bIoxibFalrKFBN6DQDQ3TBOlOg71ZellBfyAEOQUm9dNAVSMLM5Ile3MOXL+CQcn+bB2XTZKRotG0vgPNllKmpRdZJ0goFCTZaeIPSvxByZ6sMHn5QRxqmAynTrE39nFXVa5cqlkniUTHTNMkNdlZwd2iFJmpIrpRQka8aYUQaBYLDoeDpCQXDTKdkW7XUj/YYBCHJUwgXGJ5VtIF67Bp+EMl9XlQllKXqJRV1kmJkCaBoCTfp5HjtuAJqAcmUAkW6S6L+AkhSEpKokWLFvTq1YuePXuSkpLC3r17WbhwIatXr2bfvn1RbiRR718cNXJHidw/CMFgkIuG96Zb+8b833u/sG137Iv89u3bWbduHSNGjODTTz8tW26zWbjn1mHs3lvA/16ZUeHiFQgEeOedd7j33nsZO3ZstV6cfY9ty+Ahnfn4vdl89vGPnHXWWZxyyimsXbs2ruOQUnLrrbdy4okn8uGHHwIw9Lw+dOjejFcf+4adW2ITwp07d3Lqqady1113VSCoNeH111/n+uuv5/nnnwfA4bJz0W3DWPjrar57J3aqubCwkDPPPJOXX345oaLm9evX89JLLyXskbl27Vr27dtX43qpqRWjdd99t51x48IJResUofD88c/TJr0NS/ctjVssuFu3bgmnplq0aMHYsWMT2sZisfDRRx9x8sknJ7TdM888wxdffFF2A6sOqqpw8/9dzAW3nkZzRyf6tzsloX19+OGH/PLLL7Rr1y6u9Qec3InbnzwbRU9mUPdL434fMzIyEprXUVSPqrTkSslVcXFxWT1c27Zta/ycEn2wKZUfqYwdO3awZcsWjunQjnrOMEgDp9XEokrsWhi/rtIw3QQExQGVRiWnhWGCPxypkTMMA6/Xh6kmk5bqwFnua+CwSjwenXBYYo3BS7PyTOwa1E8xycnXY9oYFBabGGGdYCCMJoLo4TCuJBeupCQcdgdJdsmuvX68FZwaIK/QIPz/2Dvv8CjKtov/Zvum90LvRSB0pIgg0gWpgr2gYsH6iqCCiuirYO8FUFFRkS5VBBVREOmEXgPp2SSbstk+5ftjyZKySTaQIL5fznXlQnfnmZmd8syZu5zjlsg32wnSeiJ1xSndiGCBAmv5bUUEe7phFRQcdk+4zmA0EhGqKqd1BxeiaSURGQpOscz5UwTciu68H6ynMUGlUiGLVqxWK0VWKxqNBo1GQ2igUu5lOMSgIMkCGrWAoAgU2dXYnWry7FpEqYRunVYqRyyD9DKC4q6QdGk0GqKjo2nbti09evSgcePGOJ1ODh06xJ49ezhz5gyFhYXlrrmqauRsNtv/fLPDP+61KghCGNDs/F93RVGmV7Rst27dlN27d2MyW7h75iICjXq+fPk2ggL03mXWrVvHvffeS4cOHXj33Xdp165dufV8s/gvFnz9B489eD3jbuyKJElMnDiR5cuXM2fOHKZNm1blBGazOpl856ekpmSx+/BnrFu/gn79+vn1m2fMmMFXX31F3759mTVrltfnMDsjn8du+ojAYAPvLZlCYPCFmaigoICnn36amJgYevfuTZ8+ffyy6crKymLz5s1069aNli1bem8iWZZ5ZdI8/v75IK8tfZyEPq1KjSsoKMBoNPptpH4loKAAfvnFf0/YA1n76fV5LxyigwUjF3Bvl6pN6v/XIEkyz4x7l9MHU/jol+eIb3LpdVCVYcEb61n+xR/MeO82rhnc3q8xgiDUea2Wx0VN3KIoliNSu3fvJiEhgdzcXJKSkujYsaNfqdQdO3bQo0ePavnrpqSkoCgKjRo1Ai5ImkiSRPv27b0Ru6ycIkz2IERZg8VqIzffjaIyEqiHPKsOEAg1ymSaPYdBEkVkpxkXYd6Huk6joFPJoEhk5UreyFeAAbQqvN2jxQgOAGuRi7AQNTkFCnKZtKBeB6JbpKDQgSxLNGkQjFNUYXN6VIxDgwTyCj2SHpIkIYqeLtAAg8f5QKXSep8rKhVEhqkJDlRjdaqwOoVSHq2RIQJ5Fk+KU61Ro9fpEQQIMKoom0wKCxawOsufg+hwFYVloncRwWB1lV5WrQK9TqHIaken0yHLMpIkEWx0odJ4XCe0agEVMjotFNrUiCWiiNGhsrertZhPRAS6cUsXfGEFoGG4SG76MeLj4wkJ8ZHPrgRutxuz2Uxubi4Wi4Xg4GAiIiKIjIwkOTmZsLAwIiMjfY4dM2YMixYtIi4urlrb5F/ktXolELnJAIqizBMEYS5wWlGUeb6WLSZyAPuPpTLl1aX06tiE158cjUolsGPHDgYPHkybNm144YUXGDFihM9tyrLCzFdWsmPXGd55bSIrli7g2LFjXHfddQwePJhmzZpVud9ut5u33viEP34uonHTaN797B50vl71ysBut5OZmUmTJk18ksWDu5J4dtICuvVtzQsf3l4jJuQVwWqx8+Sw1yk0F/H+z88S0+B/J/qhKHDw4AVSt20blMz2xsfD0KFgbLuFj3NHow9ysG3SNrrWuzh9rH8zTKlmHr7uFRq2jOPN1U+hrkURXrdL5Ok7PiM1KYePVj5GbP3wKsfUETmfqDEit3fvXnQ6HW63mw4dOvidSt21axedOnWqMrVeEmlpabjdbpo0aYLL5eLAgQNERUWVmw9FUSI9x4bJFojDpfHoxtlcWB0guwopcgWh0WiICBJIMbkR3W4CjEbCgyDTrKDVeCy5Cq0yeq2nWaAkVAJEhQpknf88JAAKLS5v00GgUSDAqMLsTcx4BHTTMq0IguCNegsCxEVp0GlVpGVX5PwgkpnjRnSLCALeiFdMhJacfM8YvQ7CQjTodCpUKjX5NrCeJ1bFxzc6XMBsKf/MiIlQk1dU+rMAPUiUv4+jwsBiL/1MCTW6yCsSMRqN50mwgkEro1HJWIqcFBRJuCUVWo1AeKgBQa3xMhwBCAnyROnwfqYQGnCBOCuKRx6mTYyNkyeO0bBhQ0JCQi762aYoChaLhdzcXMxmT61iZGQkDRo0ICgoqNxzddCgQfzyyy8XU+fpXZEgCOOBfKBZRfzkn8Q/TuRKQhCEpcBniqL4rNYuSeQAlmzcy9tf/8b943ozaUxPtm/fTrt27QgLC6tyW5YiBw888TV2u5v5799JVOTFhV7/2HKM2c8tY8SYLjz+9PCLWkdZ/LhoO5/+dw23PzKQ26ZcXyPrrAippzJ5bMhcGjSP4Y0fn0Jv/PdE4KqDktG69eshPf3Cd4JKQmmwnbD2f7FixmT69wqjmhnUfz1+X7WbOQ98zq1PDeeOaSNrdVsZKWYeGfs+jZrH8MY3D6Ap3zpYCnVEzicuauIujhQVw+VysW3bNmJjY2nbtm21Sgf27NlDu3bt/ErlFyMzMxOr1UpsbCyJiYm0aNGCmJiYUssoioIsyzhdbrLyRHIcHjJndwk4nTIaNciii7xCJ3aHE5XiQiaIwAAdGrUKRZZJyRRLWWBFhwlk5pTPSUaHCrhFCXOe26dkSGykGosdgo0yp89ZvNGxkjAawOWQCA/VoAjqUqnS8BCB3LySFlWyN1Kn17hxyXoPsVOrKeYNkWGQmmklMsxAaIgBrVaFgoBer6bAJpQiTQY9yIq63MUQGyGQby1NlPRaBUF1YVmVoKDILmRnHsEhESiKGrvL4xcbEyFQWJLwKRAa4MTmUiFKIipBhUajISpEQFaVJv4hRrmUTywChBsVdK5kMjMzadeuXanrTKVSleqWrS4OHz5MYGCgJzVcVERISAiRkZFERESg0Wi49tpr2b17t19ewGXgUSf0kDgURVl2PvB0piKO8k/hiqmREwShGWCuzgG6aXBnhl1zFQtWbGf7/iT69OnjF4kDCA4y8PKMMdhsLl6aswbxIo2++/Zvw4TberF25V42VtGo4C9uvK0X14/qzKIPN/P3b/51El4sGrSIY9pHd3PyQDIfPbO41rtm/ymUrK1LTYUDBy50wqpVKkjuS/76aQzoE0b9+gqTJl2abt2/Df1Gd2PgxJ4sfmcDh/4+Vavbim8YwRMvj+PYgRS+fr/6zTR1qBlYLBZ27dpFcHAw9erVq3b958X4tKpUKoqKikhMTKRDhw4VkjhZltFpNcSF6wjV2TDq3Oi1Cnq9R+OswK5DFp04XAG4hWi0GkhOt3LqnIVzGU7Cgj1iusXIzleIClejLxM8lCUJm1UkOMD3ozArVyJA68KUlY1OqylH4kBBp1ZwuhQys91kmRwEaN1Ehnh01UR36SidIHhsrpo0CEKlDfEI557vJrXbbeg1dpLTrej1RuwuDZk5IikZLhwOkbOpTvLMDuxFdnA70OEkWCdiVLkIVLsI0nrEhEP0LkSXRIDahVHtwqByoRdcGLUiiujCZXdSWOAkK8uGKasAmxSJKV9NdgEUne+etZdJvyKATm/AYNATFBiIwaBHQcFqKyhTE6igU3t+s1oQUBQVBVYNziITJpOJzp07e0t2tFqtN5UuSRJutxtJki5KXy46Opp27drRo0cP6tWrR1FREfv37+eWW25BlmUOHz58Kc+27kCxxMMZoMvFrqi2cFkicucZbdm8XSlWKwjCNEVRXvcxdjIwGaBRo0Zdz50rLR3icLmZ/NJi0k0FfPHybTSKqzpVUxKbtxzh5dfXctPorjwy+eKiX5Io88yT33H4YArvfHIXrdvWu6j1lITT4WbqbZ+SnpzLe0um0KBp7dYuffP6Gr57az1T5tzMiHv8q/X7X0FBAXz/YzZPfLgR57HrwFLf+52v2rr/1WidrcjBlAH/RZZlPvplBkGhAbW6vfdfXMmGJTt5Zf49dL2mVYXL1UXkfOKSInIZGRkkJSWRkJBAWloakZGR1fZNPXjwII0bN/a73klRFI4cOUJ2dja9e/cuV39bXFvmScVdEB12uiSScySKXEYsDjVOt0KWqQBBHUhEsJr0HM+DP9ioYM53Y3dIiKIbjeBAklRI6NGoNSB4Uo4qFGwOmQCdRNb5KJ0gKMRGqsk2S6UiXqGBImdTCtHrjUSEaTEa1OQWXDj0sRECaZm+1X8bxGlQFAGbU8BaojFeo1bQaVXYHKU9W91uN1qVFZvLQxY9KVgtarWKyHAN+ZbSp1yr8TQtucsIBMRHqckpk4JVCxAYpPGKEYuiG6fTRbOGgRTYSkfUosPA6iodvQoyeqJ5JaHTgE7nOW/FUUbJ7SRILyGpApAweLpcJTtR0gE6dkyoMCpWTOZkWS5FuIqXryxal5iYSKtWrXxGhlNSUhg3bhwdO3bEYrGwbt26CtfjA8URuc/wZAr3CoIwEBhUWS3/P4HLEpFTFGWZoijzyvyVJHHji0mcIAhdyoydpyhKN0VRuvkSpDTotMx54kbUKoFn3vkRWyWyIr4wsP9VjB/VlaWr9rB5i39dp2Wh1qiYMXsMERFBzHpmKbk5lotaT0noDVpmvn87Gq2Glx9dhK2WlfFvm3oDPQZ14NOZS2o9InOlITQUHrwzmtXfx8B/GsKDHbln6nGfnbD16/M/G60LCDIw7eN7yEnP56NnFtf69h54dgRNWsbyxvQlmE3VE/muw8VBURSOHz9ORkYG3bt3Jygo6KIia1C9iFxxVMThcBATE+M3iQPQ69Q0iFBh1DpQFDdFhWaio4IICdJQ6FBRL1oABSx2gdAQLcFBGoxGI1pDOAFBgRi1Lk/Ey2ajwOJEo5YINcpeEufZvkBmjkyAUUVYsGfbgQYX51ILMRoC0KjVFFpksrLdhAdBcIBAWLBAusk3iQsKEEjPcpOS4STX7CBQJxIdqqDVQFS4ugyJ89Qu6tQ2FHU4gYGB3m5Sl8uJIOeTmW1DFN2lNJWiwtTlSJwA2N3l3zSjIi44SrjdblwuF6EhAVgd5eshBR+kKchYfp0hAR4CrQICdGoMOj1hoSE4hHDsbjU2u52ioiKwpdCiRfNKyZhKpUKr1aLX673escUdzlVF6yrTkWvQoAF6vZ7Fixezdu3aCrdfBfIpH4i6ovCPp1bPM9y5giDsEQRhDxdxwOpFhzL7kRs4m2bmv/M2VjuE+tC9/enQrgFvvLeRM2cvzvM0LDyQl+ZOoMjiYPZzy2tELDi2fjjPvXMLqWdzePvZpbWa9lSpVDz90d3ENYri1Xvnk5ORX2vbulIxuPlgXh4wG+ISWRXViy9XJpGTA8uWwb33euRMMjLgyy8v3WXiSkXbbs24beoNbFmxi1+X/V2r29IbtDzz9i04bC7emL7ksvv//n+E2WxGpVLRuXNnbxG9RqO5ZN/UyuByudi9ezdBQUE0b9683JjiiE7xOn2leI0GDYHkoZWyCQsPR6dRERIAAXqFQrua+GgVAmBzChgMGo89FyArGrSGEJo2DCQ2XIPidnIqqZCT5ywEGR2oVBIlg5sWq0JhkUJkkJ2srCIMhsByBCTbLGK3iWgFiUAfBAfBQ9hE6cJ6c/NFUjKcyG4XdpuLyBAFg87zvdvt8hCrsHBUqmJfVQHtee23yMhItBotoih5Cakkusj34RIRFa4uFf0rhiirvOdCdLsJCAggKqx09ylAkAGKHKV/k0oARxmvVZWgICugSDJ5RZCVryKvSIWsCKhVKvTFZEytomV9PWfPnmXHjh0cPXqU7OzsSq83lcpTf6fT6bwp2GKJnGJSJ4qi9zqqjMgVvxgUH9OLxC4g7Px/NwOuuHqQf5zIKYqyWVGU5oqidD3/d1FFhFd3aMKDE6/hl79P8O263VUPKAGNRs1Lz95IQICO519ZRdFFRr+at4xl6syRHDmUygdv1oxLQ8erm3Pf1GFs23SYJfN/v+T1VYag0ACeX/ggDpuTVyZ9hsuXKeD/OJ7r+xwjWo3wigXrAx2MGwcLFpSvrftfjdZNfHwo7a5uzofTF5NxkS82/qJxi1gemjGS/TtO1/r1XQeIioqiZcuWpR5qHreC6r94+hORs1gs7N69m6ZNm9KkSZNSmnUlZToq829VFIWkpCSys1Jp2yiYuFAnKrVHhkOWIVjvRpYU6kWBXqOgQsGgVxEVohAWIKET3GTnSmg0aiRF7414FVi1KJITRSrAcd56CxT06iLOpDgIDwsmJqJ8xEqlAp1WISXDRUGBm6gwgeDAC/seH6UhN9/3cQk0CmSa3KSmO8jLsyM78zGoLDRrEEhhUfnnRWSYmjwLqM97lwYGBaI36AkLksgvtGGzWnE5ncjnz4Pi4xhGhAgU2cHldCJJEsaAAEDAVVZjDkr9Du/4YJDO175pBRHRJSKJEpnm8+TtfCo6JED26tY5z+9Tgyg9TRvFkZCQwNVXX01sbCx5eXns2rWLvXv3kpycjN3uw9bCe6xVqNVqtFotBoMBnU6HWq1GEIRykTpfLxV2ux2j0Vjh+v2BoijLgGbng05hV1qjA1wBRK4mcceI7gzo0YqPF//BzkPVs+GKjAjipedGkZFVwGtvrUOWL46E9RtwFbfdfQ0/rT3AqqW7LmodZTH6rj70H9GRr979md1/HK+RdVaExq3jeeqDuzi+9yyfPLekVrd1JUIlqPh69Nc+xYIFARISSrtM+BOt27//3xWtU6tVPP3RPQgCvDFlIdJFNgJVBLPZzI4dO7wT7+Bx3eh/Q0cWfbiZQ3vO1ui26lA1aiu1ajKZOHjwIAkJCV6f1uIoXsmmhspIXLEDjtPppFOnToSH6KkXLhAZ4ESnFzDqwSlpcLoV0nI8dWOFRSKZuSLZBQqyrJCTL+MWwZQHsVFa9DrBG/ESNEFo9BHUi9HicrmQ7JmkZjhRq7VYrBLZZpGYCDVGw/n9ExQiQgTM+R7iqyiQme0m/zyhi4kQyMrxTYpjItSlvnPYneRbZKwOI7lmJ06bgwCNi8ggmfAgj3BxcYTuAgRPh6s6kICAQIwBAQgqFU6XC0XMJyvHjugWS004Oq0Kp8OBrMheUhMR6qndK3U+VXj16LRqmQCNiFHtxu2WKCiQyMyVycqDQhvodeWpg1FfgsQpCkajkQYRF8iVSqUiIiKCVq1a0bNnT2+X9LFjx9ixYwcnTpzAbDZXGuUtTsEWR+tSU1MJDg72vhSUjdYVFRXViL2coiivnw86lavjvxLwP0XkBEFgxuQhNK4XwfMfrCU9u6Ba4xPaNeDh+67jzx2n+Hbpjovejzvv60fvvq349INN7N196V6egiDw+OyxNG0dx9ypi0lPrr5tUXXeuPvc0JmJjw/lp0V/smrBL9Xelttd/UhesSL4lYBwYzjLJyzHoDHw+b7P+Xzv5z6XCw3FZ7Tu2ms93xdH6zp3vjzRutzcXA4cOOCpS6nGmAULFvDee+/hcFzIycQ2jOTR12/l6O4zfPf2+lJjRFHk5ZdfZtiwYTz33HN+X1vLly+ncePGNGrUCLvdXsqq55FZo4mtH8brTy+mMO+CfsOVck38r8AXYbrY1GpFRK44gnbu3Dm6detWyh6peIw/JM7lcrFv3z6Cg4Np06aN93oJDVDROArCjS4CDBBkBNQaokI9acGQYC1BRpAVgTybmgZxWq8gmLlQwaBXEx5y4dGnKOAWNYQY7UhKIEaj0WNhZbNhs9lIybDhdErER6uJCRfIzC4/vykKZOe6KbK4CTLIRIerSqnJajUClvMWXQoKNrsNBDAajMTHaCkskhFFhRyzSEq6g7R0OzrBiTnHRqDGRbhRJDJIIjRAITZSwOH03BclU7BxcZFotVokScRq9ey7GicZOeedIQzGEvujQq1SMGglAvUSwTqRiEARye3CWuQiO1ckPUfG6lDIKRRK2YgZdJQTINaqFexuAUcxiTMY0GogOrhiUmY0GmnYsCGdO3eme/fuhIeHk5WVxd9//01iYiLp6emV2nOdPXsWu91O+/btK4zW5eXlXYzsyL8O/yoiV1BQNTELNOqY+59RSLLCw7O/46lpz1VrG0MGtCIkwMKCr/5g3cZEv8d99dVXLFniiWCpVALTXxhFo0ZRvPTMUo4cLO+ZmZ+fz4kTJ3jqqaf8Wr/BqGPm+7chiiIPjHqdA3v8lyU5c+YMY8eO5auvvvJ7zB3TRxLWSM9nM5ay+vMtfo9zOBwMHjy42obvGzZs4MMPP6zWGIA33nij2mmhtLQ0ynY/l0WnuE58esOnAExZP4U96Xu8dmq+UDJa9/vvkJvridYNHZpKXJzkM1r32msVR+sWLFiA2Wyu1u/aunUrf/75Z7XeQHU6HYsWLWLEiBHlur76j+3OdeN68MN7P5FXohlBo9GQmppKq1ateOWVV/wWkNXr9ej1ejZu3FjOfiwwyMCzb9+KOdtSSpKkMqu8OtQMLiUiVzZ6Issyhw4dwmaz0bVr13JNDYIgYLPZyMvL8/6/L1itVvbu3UujRo28LhAlERwg0DxGIVDnRqv2iPW6FQ0x4R5/Ua1eS/j5poUci0BcjBbt+cvU5gSbS0V8tAatBsIDRVLS8iiwGtEZjDSMN5y3sAr0kp9Ci42szCwyswoJD/FNTiLDVOQXSuSYRTIynWhVEnERKgw6gagwNTa77CFxNhsajQaD3oDRKJBt9nHsBQWXKGC1y5hy3aRmOklOc5CZZSPb5MRSYMdtt6OWnBhVLiIDRVxON+EBMtEhKuIjtUQFg+IyIzvykOx5uIrMyI4ijIKTzCwnZrOTrGw36VluUk0i+VaBPAulGiiCfMiyhAcL5eassCAFu90B50mcIEC9UBF/peHUarXXnqtnz540a9YMp9NJYmIiO3fu5PTp06XsuZKSkigqKiqlSVc2WqfRaHj77bf/XxC5K0oQuCp07dpV2bNnT6XLuN1uNBoNs1//hA0HimhSP5IFL91eysbLF44dO4Ysy9x77708+eRT7D4EO/ecYdrjwxg+uEOF495++22OHz+OIAi8++67pR6GOdmFPDXlG/LNVl595xbadWgIQHZ2NkOGDEGv17Nw4UKvRVdV+Oqrr3jswWe4puVdhIeH8t/PJ9G4RWylY2RZ5vrrr2fLli0sXryYiRMn+rWtY8eO0a1LD/o3Ho9k1nPD3dfy4CsTqhRvffXVV0lMTOT555/3aY9W0T7OmjWLm2++mauuusqvMeAhjUePHvXb7L0YTqcTvb7y66EYD659kM/2fEaTsCbsmbyHCGP1m5dKukysX+9xmSj53Cx2mRg2DAYNAj+lEGsMoihWSMbOHc/gwWtnM/ml8Yx58II8T2FhIcHBwdUuIDaZTOW0w0ri/RdXsmnlHr7YOJXo+DCgTn6kAlzUxK0oSrkoR35+PmlpaX7fr8VIT0/H6XTStGlTwHNfHThwgNjYWBo1alTu2ihuasjJySE7O5vCwkJCQ0OJjo4mIiLC+8A1m82cOHGCdu3aVemRWeRQOJGpIjNPg1blSaEqskKm2VOkb9CImPI8xCvIoOC0ixTZZEIDQUDG5XJxLqUAjdZY6h6IDFNjs0lY7TICClFhAulZLkRRxC2KBOjd6HQ67C5PFKhetIa0TN/Ro6gINSoBECA1swiN1oBW42k0iY3S+EzF1ovV+hQwrh+rIzO3/Of1YnTe33n+aCO6rWj1AWi0uvPH3iPLEhbkwiEFeR0mEASiwgSsrtJzgF4HOp2mlLCyAISFqnGXqq9T0KutKKgJCtDjckOhTWBoJ5cnWnqJcLvd5ObmkpOTg8Vi8TbEdOrUqUILSVmWmT59OiqVivfee+9ixYb/NUJT/yoi17FTZ+XvnbswVGKF9dRTT5GUlETTpk0ZdcsDPPf+Oto2i+Xd6eMJrMC1ID8/n86dOxMZGcnixYtp0aIFTpfIzJdXsmtvEs88OZyhA8v7Qq5cuZKxY8dy/fXXs3HjRp/MPye7kKmPLMKcW8Rr79zCVe0bMGbMGH766SdmzZrF9OnT/XoYJicn07t3b0aMGMGoYRP55s2/EN0isz+7mzYdy7+xFmPRokXs2rWLhx9+2G/CCLB06VK6dOlCkyZNWfjqjyz78Gc6XtOaGQvuJzjcd8RHURRSU1Np2LCh39spHncJHUW1CqfopO+XfdmVvothLYax9ta1qIRLC2QXFMDmzRfsw0q6TBTr1g0f7iF2HTv+87p1jw2Zg+SW+OjXGbW+ray0PO4d+ibDburBlBdGAXVErgJc9MTtdJZu5rJYLF5NueogKysLi8VCixYtsFgsJCYm0rp163J6dBXVw8myTEFBASaTCbPZTEBAAFqtFovFQqdOnfx+2bI6FI5nqck0qxEUmSwzRATKWG0iarWAgIzdIaHIIEkKsiiSluWppXI4HESGB2DQqcjNL02oNBqIClXhsLt9kC1PTVZwgIgsOcgr1KJWa7yyGcUw6AQUFIqsbux2O0FBBurFBqCgAhXkmMtH93RaTwOew1VGN04NOr2m3OehQWpsLo+EimfPFOw2Gw3i9FicpaPsRoMAKi1ut4fUiaKEIAjEx2hxSIZS+14vSkVBGTuv6FCwixeevwIyssuMSq1FEoK9Gnz1ImT6tr105YayOHv2LDk5OYSGhnrTplFRUURFRREQEIAgCMiyzPPPP4/dbufjjz++FJvLK/Oh5AP/KiIXGt9YuWvme7z1wEi0Pvwg161bx4gRI+jcuTNbt24lKCiILbtOMuP9NSS0rs87T4/FUEbaW1EUJk6cyI4dO5g0aRLPPvusdwJxOt08N3sle/af5bmnbmDwgAtvrKmpqUyYMIFRo0Zxxx13UK9exSLAJcncrZM6YMo5ye23305EhP/RncTERJo0aeIV38xIMfPcvZ+Tn1vE8+/fTpc+LX2Oc7vd1fJCrAibl+zgvae+JbpeOLO+eYhGreIveZ3/FiQXJNPlsy7k2nOZ1W8WL/Z/scbWfaVH6wBWf76FT577gY9+nUGzdg1qfXveqNzPTxMdF1pH5HyjxoiczWbj+PHj1Y5s5+TkkJubS1hYGKdPnyYhIaFUPRxUTOLKQpZljh49SkFBAWq1Go1GQ3R0NNHR0X51HdqcCkfT1JgK1KgEhbRshVCjTIbJjaRAZJBCusmFLAMCBOnsJKc6MAYYPREeICZCRbrJ5U0bhocIWC0utFrPPpt9dKJGhqkw57kIDRawO1zeZTQaDRqtx081I9uJw27HYDR6XGQAjVogNFiFVqtCo1VjsYH9vLZc/TgdGdnlSVCDOB0ZPqJ08TFasvOU88dbxmazExyoQx8QUEoCBaBBrJbswtLnIMioYHfjdWbQaNRoNRoiIwyUVdGKjVDhFj2dwXanTFaOnagwUDSlRaH7tXMTF1az3OLcuXPk5+fToUMHLzlzOBzk5OSQk5ODw+FgyZIlWK0eP9wvv/zyUtOqdUSuNtC8TTsl9Lr7GNilJa9OGo5GfYFp5+TkMGPGDIYPH86wYcNKhVw3/XWMFz9aT9d2DXnzqTHoS0T0zp07x8mTJxkwYIBP5u5wuHlu9gr2JSbz3FM3MOg6T+ovPz+f0NBQvyNJJcncq2/fQvuE6kWtfMFsKmTG/V+SmpTNtDcm0ndIxSngmsDRXWeYffenuJxunp13H90GVC8V82/Gz6d/ZuiioQCsu3Udw1oOq5XtXInRukJzEbclPMPISf2ZPHt8rW+vOCo3fEIPHn5+VB2R842LnrhdLlepJpJi8/ru3btXaz1ms5njx4+j1Wrp2LFjuRdGf0mcJEkcOnSIwMBAmjdvjiAIOBwOsrOzMZlMSJJEZGQkMTExPk3Ri2F3weFUFRargFsWSMtWCNQr5OW7cLggJEChsNBNfqEDSZSIjzFisYheAgUQFizgdkvoVDJpmU4vqRMEiI/WYi4UcZxfvpjEucUL46MjtAgqyMx2ERLgICvHUxdn0BtKHZ96sdpyqdiwEDXhoVok1FhtHnJaDKNeQBHUpbYFEB6spsjpicZ5SJwNvd5A4/pGTPmll9VpBLQGLWWb0OtFa8izCt5zJokigXo7TlmPWqUiQA8GnQa1WsDu8vixgqcmLtCgEBgSUqpmLiRAYVjnmpWuSk5Oxmw2k5CQUGGETRRFnnrqKXbu3IlKpeKaa67hgw8+uJTN1hG52kC3bt2UJ+bO4+1lvzPi6rbMunOItz27qvTc+j8O8/JnP9GrY1PmPHEjOq1/BdrgIXPPzFrOgUMpzHx6BNf3a3tR+5+TbWHqI994yNxbN9O+kpSov7AU2Jn18Fcc3ZfMI7NGM3xCj0teZ2UwpZp56c5POHs0jftmjWP05AFXbFq0pvHK1ld4/rfnCTeEs2fyHpqGN63V7SkKJCZeIHX/ZLTu5Xs+48jO03yz/7Uq6yRrAu+9sILNq/byxc9PExMfVkfkyqPGiJwkSezatYuePXv6vQ5Jkti/fz82m40+ffqUe7hW5tRQEg6Hg8TERBo0aFBhVsPtdnvr6qxWKxEREURHRxMWFlZuu24RDqaoySlUQBZIzwWdRsFld1NglZHcNhTJiUsKRMBTB6ZXy2SbRQw6heAAyC8QCQ4QSM1weNOVxdBpBaIjNDhdErlmVzliVYxG8TosVhsZJicajd7rUKBSqYiL1pFX6OOYKAoxUTqyzZ4wmNGgIjRYg06nJsCoId8KdqdSiojFRevIyfeQZbvdhsFgIMCgRaXVlIvG1Y/VklMmGmfUCwgaDYrskTvRaWTUgsfT1uqAPIuIy+Wx34oKlRGFYDQaDU6nA7VaQ5N6egodpeeDrs1EWsTXnLh3SkoKubm5lZI4RVF45513OHjwIN9++y0ajQaz2VytrJcP/GsebP86Ird7927mr9/BJ2v+YnzfBJ69xX8iserXROZ8volruzbn1cdGovGRnq0IdoeLZ15cTuLhVJ6fNpIB17a5qN+Qk23h6Ue/ITen5sicw+7i1Se+Y9fW49z95BAm3N+vVsmV3ergzUe+Yvv6/Qy5tTdT5t6CtpK6xf8VyIrMqMWjWHtiLV3iu7Bt0jYMmvL+frWFfzJa99eGA8y++1NmffMwV1fS/FNTKBmVm/LC6DoiVx41RuQUReGvv/6id+/efo13Op3s37+fiIgIbDYbHTt2LL1jZZwaKkJhYSGHDx+mTZs2hIf755EtyzJmsxmTyURBQQHBwcHExMQQGRnpTaPJMiSmqDDlC1isoIie6FBWlhmH5OmcDjEomHJFAg2gUcmokDiX6ixFfsKD1YiiRF5B6fxiXJSKoiIRo0FFZrYLpczzPiJUTZapCIfTTWhIILHRepwuyCuU0Go8DRZWm4gggEajRavRIKhU1I/TkZ5VPpIVHqbxiAWf3zWDXkVggIrQEDWS4hFzzs8vIDQsDLXaY1FmdZZhIYJCYIAOWVFAUVAUT1NIQICaAitY7YpXYiQqXEWRs/SzMdAgoKjUuN0iTqcTQQCjQU1ISMB5D1bP1rQauLGbi2o8WitFamoq2dnZdOzYsVIS99FHH/HXX3+xZMmSGiklOo86IlcbKCZyiqLwwao/Wfjzbu4Y2JUnxvb1m7gs+3kfb371K9df3YqXptxQKj1bFWx2F9NfWMbho2m88MyN9L/G/+aBkigmcznZFl57+5YaIXOiW+Kt55ayZe0Bxt7Tl/ueHlarZE6WZRa9sY7v315P+54tmPH5ZMKiKu8w+19Anj2PbvO7cSbvDPd2vpcFNy74R/bjckfr3C6R2zs9S0LvVsxYcP+lrcxPFEfl1h78bx2RK4+Lnrjdbnc52ZDt27f7ReQKCws5ePAgbdq0ISAggKNHj9KlywV77GKNuMqicODp3C+uqwsICLio36EoCoWFhZhMJnJzc9Hr9cTExBAdHY1Wq+NImoqsPIFMs0JeTg4uKYDoMDWpGS4EASJDIMPkRHR7DmVYsAqXS6TAcuFGEgSIi9KQkeUAxeOSkJ55ocYwNETjIXQ5HgIWEqTCbC7C4ZQwGoyl3qYiwtREhGrJzBGxOxUUWcZ93mxer5UQ1HpAU6quSxAgMlxHXkHZ2jiFyAg9OXku7Ha715vVqBdAo6GsIlODOB2m/NKfGfQCao22nE1XbLSWAmvpz+rHaMi3CthsdrRaDVqtlvAgFxaH6nyk0VNX16aBQtcWVZ46v1BM4hISEiq14Jo/fz6//PILy5Yt87tBxk/UEbnaQDGRA88JfH3JFn7Ysp/JN/TkwRG9/F7Pd+t38/63vzOkT1teeHCotwDVH9hsTqa9sIwjxzOY9cyNXNunVbV/B0BujifNmpNt4b9v3kxC58YXtZ6SkGWZT19dy5pv/2LQmK48PnsM6pp6NaoAW1bu4p0nviE8OoQXv36IplfVr9XtXQnYn7mfXp/3wiE6WDByAfd2ufef3qUqo3W9e3tI3aVE6z6dsYR1X//Bd4lzKuxcrklkpeVx37C36oicb1x2IpeZmcmZM2fo2LEjgYGBpWrr/K2HUxSF5ORkcnJySEhIqMnoCVarlezsbLKzPbZy0dHR5LpjSMoQsbpDCNJBRo5EWKBCVrYnLRpoFJDcbvLOd6yq1RAVpiItw4VS4hDHR6lQJImzyb7tpMLDNBj0kJZegN0pYDDoKcsD6sdqSU13IAgQFaHDYFBTYJWx2RWiI7VkmByIohtZkr0NH40bBJCZ7UNuJE5HaqYTp9OJ0Wj0Rqsa1NOTlVv63Oq0Alq9rlwauEGcjrKa+RGhKmzu0s8MvU5Ap9NQZLWj1WrRarWoBI8MiUsEo1ZGdLsoKHTRIvQYRp1EdHQ0UVFRF+2qkJaWRlZWFh07dqyUxC1cuJA1a9awatWqcjqYNYA6IlcbKEnkAGRZYfaiTaz+6zCPj+nLXYP9n+u/+vFvPlnyJyP7tefZ+wb7sEKpGDabk6nPL+XYiUxeenYUfXv77hitCrk5Fp5+dBGmzAJemjuBrj2aXdR6SkJRFL77+BcWffgLva6/imfeuhmdvuYmS184vu8ss+/6FHuRg2mfTKLnkOrJGPwbsXD/Qu758R70aj3bJm2ja72u//QueVFb0bpTick8Oug1psy9mRF396uVfS+LnKwCouPqauR84LIROUVROHPmDHl5eaWaGiRJYvfu3fTo0cPvztRjx44BlHJqqA04nU7OnTtHamoqsqERVqEhoqhCrdaSmiURoAenw0WBRUalgvAghdT0C5G2iFAVVqsbjVoBWcKU64m4RUdocDok8sukW0NDVGRnF2A0qImMDMaU4/JKcQDUi9GSluHDzR5o1tiIKIFbEjAXSMjyeSN4lYjbLSMrKq/mm0f0VgBkCoucBBgDEM4/u0KD1djdqnJivQ3i9ZjySn9oNKgQ1JpSjg0AcdFa8stE4+pFqcjIdaLVegzsdRqFsCCQZYECK7jPzy0t6ytc214p10kaHh5eYU2jL6Snp5OZmVkpiQOPtNaSJUtYvXr1RUd1q0AdkasNlCVyAJIsM+OLDfy85wTP3DyACf06VjC6POYv28bnK3cwdmBHnr77+mqlIq02J1NnLOHE6SxmzxhNn6svLp6cZ7byzBPfknIul5mvjKN334uL8JXFj4u28+l/15DQoxkvfHQHgUG1W8uVk5HP7Ls/5dSBZO6ZOZrxUwb9zzdBPLDmAebtnXdJYsGXA8XRuvXr4aefLj5apygKD/d/BX2Ajnc3TK/2fhSLdVfnurBYLISEhNQRufK46IlbFMVyTg7bt2+nV69e5c5NcUepTqejdevWpR7ExbV1PXr0qLKpwe12c/DgQSIiImjcuHGtzw2ZmZkkJyeTkJCARqMhKb2QQ6lGsrLt6NQCCjoElR614JEoAU/aNDfHgUEHOq2CwymhUUNKWukoXHEHa06uC4dDJjpCxdmUPFQqLVqtRy0hwKgiMlxHttlNcKCaXLPLp393ZLiWvALR+51aLRAZpsNgVKM3qMnKkbA7ZcTzHqIAMZECOQUqr25aMeLj9OTklWZmxYStbKeqr2hceIgKu1iaOAko6FQWjEYDWo2eIruC3QFRkVrsLqHEcjDuGo/QcklIkoTZbCYnJ4f8/HwCAwOJjo4mMjLSp5hveno6GRkZdOrUqVISt2TJEhYuXMi6detqxEu1AvxrHmD/KosuXx6eapWKl+8ZyrUdmjFn8a8s++OCrZaiKBw5cqTC9d03rjd3jOzOis0HeGPhL0jn31KPHTtWpWVNYICeN16ZQMtmsbzw31Vs2LSf5OTkav+mLFMKb3x4B81axDL7uWX8tHZ/lWPOnDlTpZ/pqNt78/TrEzi89yzT7pxH8plMzp49W619s9vtnDp1yq9lo+LDeH3lf+h9Q0e+eHklL9/zKdnpeX5va8eOHaSlpVVr/xRFobhmsjoo7n6rLopthYrx3rD36FavG2fzz3L7ituRlfKdWg6Ho5xulz/IzMys9pijR4+SlZVV7vNiT9jPP/d4wu7f77EH83jCKvzxBzz3XNWesIIgcP3Enhzfe5Yp9z/OrbfeStkXq8rw3XffYTQa6devH4cPH/ZrzP/6y8CVAl92Ww6Hg127dhEREUHbtm19RlPcbjfnzp07XwDv+1zZbDb27t1LgwYNaNKkSa2eU0VROHv2LOnp6XTp0gWDwYBGo6FlowiGdDXSqnk0wcFBON0KOTm5pGVaCA9yoRNcmPOcaLQCKpVCaoaLHLNEZrZEVJSBqAhtiW1AusmNoFbRsJ6GpJQ81Gq9l8QB2OwyKekOggME9FqF8NDypMSgV+NwyKUIniQpmHKdSKLEydNFFBbY0atF4qK0NGsYRHyUCqtdQqf1WH05HA5EUSQmUlOOxAFEhZeXGzEaVJgtpT9TCZ40c6hRJizA472qlp3IjmyKHEbyinSY8hVsToiNVJUicQBNYpVyJA7KW281bdoUu93OgQMH2LVrF2fPnqWoqAhFUcjIyPCLxK1cuZIvvviCNWvW1CaJ+1fhXxWRa9OmjVIcmi8Lp1vk6Xlr+fNQEo+M6sMd13fmscceIzw8nFdffbXCdSqKwkeL/2DR2l1c170lfVppmfPqf1m9erVfrcuWIgdPzVjM8ZMmBlwTzwvP3l7lRFX89vrqq6+SlJTE/PnzsVqdzH5uGXt3JTFqfDcefGxQua7anJwcMjMzuffee1m5cmWlIsTF2LX1OK88/g0ul4vrbmrOtFkPVDkGPJGQIUOGEBUVxY8//uj35Ltw4UJmT3mPtqG90Oq03PzEUMY+OBCdofL07rXXXovVauWPP/7wO0x+6tQpOnTowKFDh2jevLlfYwCef/55mjVrxj333OP3GICHH36Yjz/+uNRn5/LP0XVe1wrFgvft2+e1k/EXiqKwZs0aRowYUa3006lTp0hPT+daD0PzCzk5bt54Yx9paR357Td9ldG6TYu3884T33DnnAF07tWBNm38795OSUlh+fLlPPzwwxVa65SFoiioVKq6iFx51GhEbvfu3XTo0MFbLF5QUMChQ4do27atz3mwuKnB5XKRk5ODyWTC7XYTFRVVSu8tLy+PY8eO0a5dO6+YeW1BURSOHz+OJEkVEk9Zhl2n1eQUKKSbJPSCg+QMJ2rBgdvhxuHSotFoiIvUYMp24Cx2URAgLkpNVrYDl0shMkyNtchJpslCaLCRuBgjmdlO3O4LpyUqXEN+gQvX+XWEBGsIDdGQXyBhtUtER+rIzi1v6xUSrMHulEutC8DtchEUqCAqAQgIqFSg08oIuFBrZNQaHUaDAb1Bj0qlQqUWUGs0nlSrAgie9QUY1didIEoKLreCw6kQHKjG6rrwvFEUBaejiIioEBThwr0qKOWjcQCje8lEVvP0Op1Obwq22Ee1bdu2REZGVjjvrV27lnfffZd169b53el8CfjXvEX+q4icr9RqSbgliVlf/8yGnccILkplbLdGPP74436te9HanXz4/R+oXWaWvP849eMr9oMsRm5uLikpKTz88CN0vPoujhzPY+Swjjzx0MBKpU0WLVrE33//jSzLfPDBB96LVhJlFnzyK8u+30FC50Y8/8o4ws4XlSuKwtChQ8nNzWXZsmU0adLEr9919uxZEq7qTs9mE1FLwYy9+xrufnJIlXIhb731FlOnTmXGjBm8/PLLfhO5Hj160LBhQ2bPeJWVH25h27r9xDeJZvLs8Vw9uIPP9aSkpDBmzBiWLFlCs2b+1wn+8MMPREdHM2DAAL/HAGzZsoV+/aov0ZKXl+dz8igpFrz+tvUMbTG01PdXsgVZSfhTW9c0Jgl32m9sOHY3kZGXJ6BfJwjsExc9cUuS5E3TFWPfvn20bt2agIAAMjIyOHv2LB07diz3UlVZU0Ox3pvJZMJm82ia2e12Onfu7Jc7w6VAkiQOHjxISEgITZs2rfJ+O5is5lyWQkGhhEalkGFy4RZl9CorKelOUBQCjGpCAtSlbLSiI1To1RJHT1pw2O2eRoPz0SO9TiA6QktWtpPwUA3ZOU5EHzpzggBNGxlwuRUKLDJW24WbTKWCsFAt5jJ2YU6nk+gIsDoDy7GLhg2MpJtEZEnCLYpIoggC1IszYrHrStV/hwWrsYvqcnV0cbEG8i2eD2XFY/HVpIGRInfp8xYXoaKojCdrwyiFwV0vnkdkZWWRnJxM48aNMZvN5OXlERAQ4G2YKH7p27hxI3PnzmXdunVERkZe9PaqgSt/0j6P/yki53Q6WblyJe+u3IYrohkje17F87cPqlJi5M8//2TWrFnoI1tQoG9N4/gI3pk+lpiIyuU0pkyZwtdff82GDRvo3bsPC77+g2+X7KBLx0bMfm40wcHl69KsViutWrXCbrd7hTDLYvNPB3lnzjrCwgOYNecmWraOZ+PGjQwdOpSJEyfy6aefEuZnhfr999/PuXPnmDvnDf5ad5Y13+2gZbv6TH/zZuo3ifI5xul0Mnr0aGbOnEmfPn382g7A6dOn2bFjB7feeqt3It37+1E+nbmElBOZdBtwFQ+8fBMNWsSVGnfmzBnq1atX7a6jmrIfqwmUFAve+8BemoQ1+ad36ZJRU7V1l4o6IucTNUrkii0As7KyKCwspGPHjqVM5MF/pwZFUTh58qT3gVxUVERYWBgxMTGEh4fXeJNDcfds/fr1/cpSFCPdLLD3jApbkRtFlrFaJWxOGYMOcnPsFBa5UCkuDBo7KCocTg02h4AoSaixERkehKmcgb1CwzidR+8uz02RtXyJToN4PSnpF+ruIsK0BAZqsNsVAoM0pGaULsVwOByEBgvIBJYjYKEhGuwugTJZcWKi1GTmevxUPbZbnmaJ+vGBmAtLL+xpcPCck2ISFxysJzAoALFEw0bZaJxeo6DTyPTrCLFhF3fzF5O4zp07e683RVG8Hcg5OTmsXbuWzMxM9u7dy2+//UZMTNVBlhpCHZGrDXTu0lXZvXtXhXIhr7zyCs8//zzvvPMOga168smavzy1c/fdgKGCCJQoinTp0oXjx4+zefNmDOGNmP7OaoICdLz99FhaNIr2Oe7AgQP06NGDW2+91ZuqA/hp8yHeeP8n4mNDmTNrHA3ql05LzJ49m4MHDzJr1izatavY4urEsQxmPbuUwnwbT0y/gQ2bFjJx4kR69PDfucFut7N161YGDx7snXS3bz7MOzOXI7klprwwiutHdSk3rqioCL1eX2MkSXRLrPliC4veWIvL4Wb05AHc/OQwAoNr9y39cqKkWHDX+K78OenPyyoWXNsojtbdNXgDFk1nzmXFlYvWFZO6gQNr1mWijsj5RI0SuUOHDmGz2QgJCaF169blSJq/Tg2SJHH48GEMBgMtW7b0mpjn5+djMpnIy8sjODjYG225RC9MrFYrBw8epGXLlhcVpbE5YftxNQWFImmZIqFGiZR0J0aDQIDOU+eGAoIgolfbvSTLcH5+jIrQ4HZJ5Oa5CTQKGA0CpmxPulQQPM4LblEhO8fzWYN6+nLNE8VoEG/AnC8SFqpFo1Fhd0hkZFlQqdXExoRQaClDCgWFmGhjOQ9YjQYCAvXYHOcJm+J5zgUHuimwqVFr1Gg1WtRqNSqVQGSEgSK7gqzI2G12DAYDjRsYybWUOMeKQnykgKBSI0oyFquC3QXN6wmM6HVx59BkMnHu3LlSJM4XVq9ezZtvvkn9+vU5e/Ysq1atomnT2nXVOY86IlcbCG/YVLl3zoe8NnEo2jKpy1OnTnHNNddwzz338NhjjxEfH8/S3w8w54df6disHu88NIrQwPIP1vnz53P06FH+85//eKNjJ86aeOrNldgcLl574kZ6tC+v8fb111/Tp08fn7VZBw6l8Pwrq5BlhZdnjqZzgkfwV1EUTp06RcuW/smV5JmtvDxjGQcPpDD+lp7c9/AA1NUQMK4I2Rn5vD5tCYd2JzFgZCemvDiagMAaFVL0iTxTIQtf/ZGfv99OeEwI974wluvGda9VGYLLiZJiwfd1vo/5N87/p3epRpGfY+GWdtO4/6VxDLh5YCnduoyMC8vVdLSujsj5xEVP3LIsl2qWcjgc/PXXX8THx/usefSXxDmdThITE4mPj/eZaSheV0kRX4PBUELEt3ovjvn5+Rw9epT27dsTHHzxYuSKAnvOqEjNljHluNEICoX5Tiw2mYgQgcJCJ5YiCZfLhU7jxKjzpE9FUURQqdDr1TSpZ8BiETHllK95AwgNURMVriUlzY7DWb4pIS5GjynXjeLlXgp2ux29TkOr5mEeDThBwC2C1SbjcCo0qG/wqTHXoJ6BzDKRQrVKICRUR5Hdcy5FtxtJkoiOAIccjFqlwuFwYDAYCAlUERSsQ6NSkGVPDZ3NoRAUpMVWojZOJcDtg9SEB1f/5i4mcZ06dar0vG/fvp1p06axZs0a6tevj9vtPk9Aa/aZMX36dObOnVv24zoiVxto0voqJWjU/fRq2Yj37hxJgP5CEeauXbto3bp1uYLaTXtOMHPhTzSICuXDR8cQH1H6++KLtyyycgv5z+srOZth5tl7BzGiX/tq7WtaRh7PzlpBanoeTz06mBsGX5y2mtst8en7m1i9fDddezTjudljCAm59EiWJMks/vQ3vvv4F+IaRPDM27fQst3lEfM9vvcsnzz3A8f3naVtt2Y89OoEWna8dEHkKwFXolhwTeHAn8d5Zty7/HfJY3Qp4TfsT23dpUTr6oicT9QIkcvPz+fw4cOEhIQQExNDbGxsqWX9dWooKiri0KFD1Y6MFRUVeUV81Wq1l9RVVWaRlZXlreOrKSHYJBPsP6PGbnVSYJExaCRSM1yo1aBVCknPEr21frERaiwWO1q1THqm1Wu5FRulRaXSklciSqbVCkSEqMkwOVGpBGKidKhVgocMSgqR4TosVsnb3KCgYLfZ0Wg1NGsSQlpG+a736EgdKrUajUZArVbh4TUCarWALGiQZQVZEUDx/Bsepsbm8CynEhQEwVOPp9YIWCw2LEU2FLQg6KkXF0i+tXSgpH6cFnNRafLUoanAgC7Vj8ZlZ2eTlJRE586dKyVxu3bt4vHHH2fNmjU0bNiw2tvxF5s3b+azzz5j6dKlZb+qI3K1gW7duikzPvmKWcs3cVX9WD6eNJrwwKpJze4TKfznk9UEGHR8+MgYWtT3XRtWFkU2J8++t5pdh5K5d0xP7hvXu3oaWEUOZr22mt37znLzuB5Mvvvai46orV+9jw/e3EBMbCiz5txE0+Y1UydwaHcSr0/7gbycIu5+cghj7ipvgF0bkGWZX5b8zRcvr6Qgt4ght/Xhrmdv/J+w+bqSxYIvBT/O/5VPZy7l28Q5RMSGVrhcfj41Gq2rI3I+cclELj09nXPnztGxY0dMJhM6nc5bY+ZvPRx4uumLO8gvRQ7Cbrd7SZ0sy94O2LLrPHfuHLm5uXTo0KHGa2RtTth2TE12jhuHzYVWpZBpygZZRXh4MC6HiMspUmSTsNklosLVZJrsOEtZbrkJDpDR6zSAFgGBAotYbltarYoG8XokGbJMLlxuBUVRsNlt6LQ66tcLJMfsLlcXp9FASIie/MIyUTc1hIeV/zw0WINLVlNWUatRAwMZORI2m83rDhEcIFHoUKHI590ltBqCjBq0Bl2pejmtGu4aoibQWD2u4y+J27dvH1OmTGHlypW1mkY9c+YM4InI1RG5y4TiZoffDp/mqW/XUT8ilHn3jSU+rOqH/4nUbB79cCV2l8g7D95I11a+Q/9lIYoSr32+iXVbDzO871U8e9/gcmndSsdLMh98+gur1u3jmp4tmPH0CAKM/kkvlMWRg6m8NGMZNquTac+Pom9//6UfKoMl38a7z69g++bDdOvbiv+8Op7wy0SorIV2vntrHT8u+A1DgJ4Jjw1h1H3Xob/IY3Sl4N8iFlwdvPefRWzfsJ/FR97w+4WmJqJ1dUTOJy6pRu7IkSMUFRV5BXNTUlJQFIVGjRpVi8QlJydjMplISEjwW1LGH7hcLrKzszGZTDidTqKiooiOjiYjIwNRFLnqqqtq9YXzcLLAgdMK2ZlZWO06osO0550fFKLDVeTkOLDZPReyVisQGaoiPdOG+zxf02ogJFAkP9+OSnBjKdKAoEaj1njpQUykjgKLiNMloxI8UTO7rQCVOhCVWotbBKerfBq2QX0j6VnldUQb1TeSbir9uSAIxMYYMBeUXk9UpIYCK9hsdowBAahVKo91WKQBi81jTiad94ENC3LikIPQaj3SLAgC3VsL9G5fvWhcTk4OZ86coVOnTpVeKwcPHuT+++9n+fLlfpchXSw2b97MwIEDuemmm+qI3OVCya7V3WdSeWThjwQZ9My7byzNYqp+UGaYC3nkg5Wk5hTw33uGMrCLfy4KiqLw5aodzFu2nW7tGvHa4yMJ9lFvVxlWrNnLB5/9QrMm0bz24lhioi9OUykn28JLzy3j2OE0JtzWi0kPXIdac+kTmqIorP9hJ/PmrCUw2MDUORPo0qd2b6KSSD6RwYKXVrBr8yEi48O4feoNDLq5V617xdYWHKKDvl/2ZXf6boa1GMbaW9eiEv7dtYBPDn8dnV7L3JVPXvQ6LiZaV0fkfOKiJ26r1UpSUhItWrTwkrT09HScTidNmjTxqx5OlmVOnDhxWUiVKIpkZ2dz8uRJFEUhNjaW2NhYwsLCak3Wx+1289fOw2RLrRElLZkmNzq1gtvlJsfsRqMWiAiBtHQ7kuQ5FXqdQESIgOh2Y8pxeWvhFBQERSI4UMJicWC1q6kfZyC/UKBYC1iWLzQahIbqMOjUaLUqNFoBt1shv1DE5VZoUK88WQOIj9GR7UMQuGF9YznvVZUKQkO1mHJtBAQEXPBpjdeRU1D6eIYFq3ApGlSICIodt9OBRqUw7GqJevHRfsvK5ObmcurUKTp37lwpiTty5AiTJk1iyZIl1dKovBgUkzigjshdTpSVHzmWbuKBBSuRZJlPJo2hQ6O4SkZ7UGB18MTHq0hMyuDpCddxc/9Ofm9//R+H+e/8n2kcH87bT48lLqp6ZOzv3WeY9dpqDAYtr744lrat4qs1vhgul8in729izYo9dOjUiBmzxxBZQxG0sycyee0/35N82sT4e6/lrscHo9FePjJ18K+TfPHySo7tSaJhyzjuem4UvYd1/FfosJXFufxzdJnXBbPd7FMs+N8EWZYZ3+I/DLq5Fw+9OrFG1lkcrVu/3kPqtm/3Ha374os6IucDFz1xK4qCy1W6KN9kMlFQUEDTpk2rJHGiKHLw4EHCwsJq3akBLsiL1KtXj/j4eMxms3d/i2v7KhORrS4cDgcHDhygWbNmREVFs+ukwKlUBdntxGEX0ag9vqyKohAUIKBWRES3iNuteEieRiAyTI0p247dUZpEqdUQF6XCUmTHbHbicAmo1WrcbjdGo5GwUD0oYLGWTsUKQKMGRiTFUwenKOByK9jsMgoCGq2m3LZCQzS4pPIp1bgYNSmZjlIkzmhQodVrUavAoAWVSgEF9AYNBVYFe4kyvWFXK4QZcsnOzsbtdhMZGUl0dDQhISE+rwV/Sdzx48e56667+O6772jfvno16ReDvXv3Yjabyc/P57XXXmP+/Pl06VJKxeFf89D5VxM5gOTcfCbPX05ukZ137xxJn1ZVF807XCIzvljPbwdOc8+Q7ky5sU8p0cTKsPtwMs+8uxq9TsNbU8fQpmls1YNKIOlcDs/MWo45z8qz/xnOgGsv/q1j808HeXfuOgKDDDz30mg6dmly0esqCYfdxfy561j/w05aJzRg6pwJNGjqW4alNqAoCts3HGDhf1eReiqLNl2bcuf0kXS6tk2piUKSpIuSL7icAr1ViQVfCRBFsdL2f4DMcznc0+N5Hn3jVobf2bdCceTKkJubi9lsrjBdUnG0ro7I+UCNErmcnBxOnz5NixYtCA0NrfD+KNa/bNKkSbnGiNqAzWYjMTHRZxOFoiheWROz2UxgYCAxMTFERUVVeT1XhKKiIg4ePEjbtm1LaXXmFSlsPyqQne2mqMiJzSYTbJRJTbcjyxASrEIrSKRlOLxPf7VaICZSQ6HFSX6BSGyUDqtNxFJ0gVkFBci4nIXYHR4pELVai1tUoypTSx0ZoaPIVt7tQa2G2BgjNoeCViOg1XqInkoFBoMOUSpRg6ooKIpIQZGNsNBwBEGFJCmIkkJwiBaTWSlVj9cgTkdumQaHFg1UjO1/QeFAFEVycz2kzmKxEBoaSnR0NBEREajVasxmMydPnqySxJ0+fZrbbruNr7/+ulouODWBefPmMXfuXJYuXVpH5C4Hmjdvrpw+fbrc59mFRTzw+UpOZ+XyzI39ubmXJ4Jz8uRJ3nnnnXK2SgCSLDN38W8s+yORfgnNePnuoQQZ9YiiyOTJk3n11VeJi/Md4TuTmsN/Xl+BudDG1Luv58b+HVi2bBmFhYVMmjSpyt+RX2Bj5ssrOXgkjdDAfJYsegmD3r+iXUVRePrpp3n44Ydp1qwZSadNzJ6xjLQUM6PGd2fSg9dh9FFf9ueff7J3714ee+wxv7YD8Ouavbz53A+o0XLj7b245aEBBFXRMetwOPjss8/o27dv2Zui0t+0dOlSTp48yYwZM7yfS6LEpsV/seiNteRmFtCkTT1GTx5A/7Hd0Rt1LFmyhMWLF/P+++9XKHfgC/fffz8JCQlMmTLF77f4vXv38sUXXzBr1iyiovxrlgGPQ8bhqMN8efZLv8WCMzIy+Oijj3jllVf83g7Am2++ycCBA6s1ESYlJfHoo4+yatWqCh9+1kI7s+78hMM7TvHxbzNo0rY+w4YNo0WLFrz55pteW6eqsGzZMm699VamTp3KzJkzK7ViK47WrVkj8vzz2joiVx6XNHEX+/8W18NJkuR1ZSgqKiIiIoKYmJhS6cuCggKOHDnCVVddRWhoxc0uNYXqyIsoikJRUREmk4mcnBx0Oh3R0dHExMT4XbtXvL0OHToQFBTkc5kjybD/lIzocJOZ7USjAq1aJC3DiUB5QqegEBOpRa8Fp1MiI8vhFe+VJAmHw47RGEC9OANuUQLZTVGRg7xCCZXgEfGNijTgcJWvl1NQaFg/kExTecmTBvUDyMgum4KV0GhEBFUwQonARf04PTkFpZcMClAhaHSIJTap1cC9I/WEBPqeM2VZpqCggOzsbMxmM2q1GofDQadOnSo9f+fOnePmm2/m888/p1u3K+o2ryNytYGuXbsqe/bs8fldkcPJM9//xJajZ7jp6g5MaN+Qu+64g0WLFtGqle9aOEVR+GHLft5a9jsNo8N44/4bmPXMf+jZsydTpkypdF/yCm288NE6dh1KpnOLME5s+4E1q1f57RNqzstn9E3TEXTNad40muenjaRp46oJwrvvvktSUhLvvfee9zO73cXnn/zKj8t2U69+OFNnjKRDJ492XUFBAXl5eUyYMIG1a9f6rYq9YcMGVq5cSbfOvbBnhLJx2W6CQ43c8dgght3UvcLatbFjx2Iymfj999/9jpYdOXKEdu3acc8997BgwYJy5MrlcLNl5S5WzfuVpCNphEQGccOdfUnM2MaHn73H2rVrvbUO/qBRo0Y89thjTJ061e8xO3fuZOrUqfz+++/ViuY9//zzjL9pPDMOzWDdyXV+iQUrisLs2bN58cXqpWIzMzNJTExk8ODB1Rp37NgxDAaDT9u3PFMhM2/5gHPH0pn6wd30H9sd8LyJ5+fnYzAYKnzolYXFYkGv11erKL7Oa7VCXNLE7XK5vA0NZZsaZFkmNzcXk8lEYWEhYWFhaLVacnJy6NixY63bbYEn1ZuUlHTR8iI2mw2TyUR2djaCIHhJXUX7np2dzZkzZ/zantMF244opJkkRJeLwgIRnQ7sVhe5eS4CjWpCgwQUSSQr20Fh0QU2ZNALRIZpMOdaycq2ERRkpH688XwjxQWoVJ5onUpw4nSJ2J1aJFmDWq3xnqfGDQNIy/RB4uoZycgpnZoVRYmQIBduObQUiQsOVCMLGsQS6VdFgfr1DORZSq/3ui5aul/lX6QzLy+Po0ePEhMTQ15eHoC3YSUwMND7G1JTU5kwYQKffvopPXv29GvdlxF1RK42UJVFlyTLvL9xO5//tgtVfhZfPHI73RKqzrXvOZHKtPlrKbAU0beeinde+I9f++Nyu5n9wTI270mneYNIXn9qNPVjwqocd+TIEZ566ikeeeQRImPaMOedDVhtLh66tz9jRnT2SRTOnTvH66+/TlpaGsuXL/dJkg7sPcubr64lKyOfMRN6cM8D1/HRR+/z1ltvsXz5cnr16uXX7wKPZ+rp06fZvXs3TZs25fTRdObNWUfizjM0bhHL5GduKNcMce7cOZo0acKIESP49ttv/TbJ/uCDD/jggw/YuHFjpa3miqJwcPtJVs37lR0bE1GQaXV1fSbPuJWrujfzm2DdddddLFy4sFqE7NSpU1gsFjp37uz3GPBEvJo0aUK+I5+u87qSlJ/kl1iw0+n0O9JVW8hKzuW5Ce+Rm5nPzC8eoNuAip1IahN1zQ4+cckROX804iRJ4ujRo+Tl5aFWqwkNDa3xmrSySE5OJjs7m4SEhBqRF3E4HF5ZE1EUS8maCIJAeno6aWlpVYrTlkVarsKu43hEgN0u0rNcRISocDndXmHgAINAaJCAKdvhdVpwu924XC7atAhFJQjk5DrLuzYA8bE6cvNF3G4ZUZTQqCW0Ghd6nZqgYAOiZMThUnCUqI2LjtKRXwSyfOHyEEWR4AAnohBe6jwLCMTE6L0eq8VoEKvFLqrRaxU0apBlCAsWGHOdAZUfc2Z+fj7Hjh2jU6dOXlLscrnIyckhOzsbu91OcnIysizz/vvv8/7773Pttdf6fdwvI+qIXG2gU5cuyu7du9FUMIEUFhaSlZXFxCefQ+lwDbGhQXxw9yhaxlUe6dqyZQvf/LCCs7rG5LlUPHBDT+4f3rPSujm3283tt99OcnIyz7/2Me9+tx1ZUZg5eQj9u1fc7bljxw769+/PE088wZw5cwAw51mZ884G/t59hp7dm/HMk8MIDyutnTR16lTeeustvv76a+64444K12+3uVjwya+sXr6b+g0i2HVwESqNhW+++cbvlNvRo0e55ppr+OKLLxg1apT3c0VR+OuXIyx4Yz0ZyWZ69G/D/dOGe+vn3nvvPcxmMy+++GK1JvnXXnuN++67j+ho/+vw0s9m8+nsbzn0+znsRQ7qN4vh+puuZsBNVxPbsGJBUlmWsVqt1VaCr4m6un0Z++j9RW8cooPPb/ycSZ2rTsP/Uzh7NI2ZN3+A0+Fm9qIptO3e7B/blzoi5xMXPXGbTCZ++OEHRowYQXR0dIX3qizLHDlyBI1GQ6tWrRAEoVRNWlBQELGxsURGRl6y1RZ47rETJ07gdrtrrRPW7XZ7U8g2mw2NRoOiKHTp0uWi6+qOpyrsPyWTn+9CdrvJNLkJD1GBJJKe5Ym0qVUQHaEmJ6cQ0WXDGBBCXsEF8hYWoiEoQIXVJpJjdtKofkA5z1UPFOJjtCSn23G7RQRBQK/XEBaiJzLCAIIKELwUxOFwYLNbiY6OAUHl+VjwrCcwQItbUiHLCpIMbreCXidQ5FJT0sHNoBe4b3QAoUFVnw9fJK4sJEnixx9/ZO7cuVitVvr06cPLL7/sMyPwD6OOyNUGwho3U8a99ibvjB1OiI+LZPTo0aSnp7No0SKchhAe+2o1VqeLObcMY0C78lZa4KlHat68OR07duSnnzfz9oo/WbPjCNd2aMbLdw8hOMD3xfjll18yadIkHn74YT744AMycyzM+GANR89kMXFoFx655VqfenOjRo3ixIkTfPTRRwwYMMD7uaIorFizl08/30JgoJ5nnhxOz/MPz8LCQjp16sSsWbO44447/CIU+/ec5ZXnl1KQ72DU+G7c9/BADAb/3jbXr19PQkJChXVnLpfI6kXb+f6TX3E63Iy8tRe3Pnw9OebMixJvvNimBQC71cGfa/exefEOErefAKBjn1YMvLkXfW7ohLGaMjG1jZJiwdvv3U6XeP/qCC8nju46wwu3f4ROr+W/PzxKk7aXx/GjItQROZ+46Ik7Ly+P+fPns2rVKvR6PSNHjmTUqFHExcV55xaXy0ViYiKxsbE+VfXLWm0ZjUZiY2MvutFAkiQOHTpEYGAgzZs3r/VmJEVROHbsGFarFb1eT1FREWFhYcTExBAeHl5tEqkosOeUwolkCZfdhcMu4nZL6LTgdnq6WgsKrJgL3ERFBBFgFMjNcVJkKx2JCwtRYzSqEfA0KRRZRfIK3AjnK+4a1jOSWiKdqigybreIQS8iKWpkRYtWo0GlViO63agEF6ER4TicpS+X+nEGcgtKX0Q6rUBQiB6rrfSy4wcaad246nNaUFDA0aNHKyVx4GmsGTt2LP/9738ZPHgwe/fupXnz5qWaS64Q1BG52kDzq9ophtsm0zA8lE8njqJJ5IWuuV9++YWBAwdy44038s033xASEkJWQRGPfbWaw6lZPDSwJw8NLB9le/TRR9m+fTtvvfUW/fv399TN/X6At5f+TlxkMG9OHkmrBqUjRW63m8GDB/Pggw8yYcKEC5OfW+SjxX/ww097adssllceHVEq1ZqUlMSSJUt48sknK6wTOnM2m9lz15B0LoexN3bhwUn9OZt0mvDwcL/r24qRk5PHdwt3sGbFHuo3jGDqjJG0T6g5q5P83CK+fn8TG5ftIjDYwB2PDmL4xB7/mPZbVnIuvyz7m02L/yLzXA6GAD3XjOzMoIm9aN+rxRXj6XoliwXv/vUwr0yaR2RcKP/94THi/KjbrG3UETmfuOSJW1EUUlJSWL58OStXrkRRFEaMGEGbNm3YunUrjz/+uF+NPb4aDWJjY/32Ty2WF6nMo7UmIcsyhw8fxmAweLX0ZFkmLy8Pk8lEfn4+wcHB3hRydV4yRVFh+xFIypCwWpwgi6RnOFFkBwaNE0kxUmT1kDdBgMgwDWpBobDQRXCgmrQsZzknB6NeRWS4FoNBRZFNpqhILEUAw0I1SLIam0NCPO8sIUkSOo1CeGQoLrE0CYuK0GJzapBKpF9RoF68gdyC0hvvdpWWIb2qfhkuJnFV1VCazWbGjRvHCy+8wA033FDlequL/Px8zpw5w5kzZ9i1a5cv/9TqoI7I1Qa6deumfLx8FY8uXYOiKLw77gZ6N2uMLMtMmTKF8ePHc/3115ca43SLzF7xCz/uOcJ1VzXjtZuHEmTw1B7ZbDbWrl3L+PHjyz3kD5xOZ9r8tVhsTp679XpG9LzK+11+fj46na7CxoYtu07yyryNAMyYPITrzqda/U3POV0in33xO8tX76Fp4yienzaS5pcg/7FvdxJvv7aWrMwCRo3rzj0P9CcgsObqr84cy2DenLUc+PsMjZrHMPmZG+h6jX9iy7UBRVE4vPM0v/ywg99/3IO9yEFMwwiuv6knAydcTb2mNWNvdrG4UsWCt6zYxZuPLqRxm3q88v2jhMdcnGh1TaOOyPlEjU7ciqKQkZHBa6+9xrfffkuHDh0YPHgwo0aNomnTptWKkFmtVm+jgUajISYmpsLu0WJ5kRYtWlSrG/xiIYoiiYmJREZG0rixb6kqX9HGYlkTf2voRFlh9zGFkylusjLzUEQ3NqcBt6gQFapCkiTy8l2Eh6oRRYW8ApHQYDVaNRQWucnPv9BxGh+rx2KVsdtL+LfqVIQEqgkJViOjQhIV3KKC0yVTaHF43DCiQ8gr8JA6lUqFRqMlLFSPRqvD4Sp9+TSsp8PqUKHXeiRNVAJEhKq4sZ8Rjbryc19YWMiRI0eqJHH5+fmMGzeOadOmMWbMGL+OY3Uxb948ACZPnsz06dNp3rw5kydPvtjV1RG52kBxs0NKXgEP//Ajp3PMPDekPzd3bo9Kpaow4qIoCt9t38/ra36nUVQ47985kqZ+OEHkFlp59vP17D6Ryvi+CUy9qR86rX9pg3RTATM/WMuRM5ncNLgzj956rd9ji7Fj1xnmvruBoiIHD0zqz7gbu1x0ysFuc/HFp7/x4/JdRMWE8NjUYfSsQecGRVHY8etR5r++joxkM936tuKe/wylWZuLEz2uKThsLv7asJ/NS3aw7/djKIrCVT2ac/1NV9NzSEKlnqG1iStNLHjNF1v45LkltOvZgllfP0RgFTIzlxN1RM4nanzitlqt3HrrrcybNw9BEFi5ciUrVqwgLy+PYcOGMXr0aG+tnL+w2+2YTCZMJhOCIHhJncFg8MqZtGvXzu/GqEtBceSvQYMGxMf7Ny8piuIlpjk5OWg0Gm8HbFXNSIqicOjQEc7lR1DgjMZS6EKrknDYRHLMbtRqCAkSsNtEsnNdlHwWBwaoiQxXoRIgK9uF1Vo6BavgseTKyBZLNTa43W7UKhcxMeHYHApqlUdTTpYl1CoXblFCVjRotDpUKi2KoiI2Wkt2GUeHqDAVd98YhFFfNYk7fPgwnTp1qpTEFRYWMn78eB577DEmTJhQ6TprCjfddBMPPPBAtRQNyqCOyNUGSnatFjldTF25gd9OnmFilw7MHHoduipC4DtPp/DUonW4JYk5Nw+j/1VVF3CLkszHq7ex8OfdtG8Sx9z7byA+wr9Jxy1KfPT9Vhb/tJc2TT2p1gaxYX6NLUZevpW57/7EXztP06NrU555chiREf7JPfjCkUOpvPPaOs4mZdP/+qt4+MnBhF/C+srC5RJZ8+1fLP70V6wWJ9eN6Midjw8mtn71xGNrA9npefy2bCebl+wg5WQmAK07N+HqIQn0HJJAk7b1LquDxJUgFqwoCt+9tY5Fb6yj55AEnvns3ivO57aOyPnEZZu4c3Nz+fHHH1mxYgWZmZkMHjyYMWPG0LZt22qVKxR3jxb7p4qiSIcOHaotLH0xsNvtHDhwwKewcHXXUxxtVBTFS+rKZmdkWebQoUMEBQWdd8sQOHJO5nSaTHqWx8NUq5IwZbtwumSMek93q83mRq1SEGWBHPOFqFyAUUVwoAq1AE6XhE6nLue36nK7CdC7MASGlauJCwnWIKjU2Owe3UC36EYURSLDFJxyMBqNxnsugwNV3HNjYJXNDRaLhUOHDtGxY8dKZbeKioqYMGEC999/P7fddptfx/lScebMGebOnctnn312KaupI3K1gbLyI7Ki8O5v2/hs2y56NG7Ae+NHEBFQeSQhPa+Qx79aw7EME48M7s391/Xwy9Xht/2nePGrjWjUKl69dzg921btIFGM33ef5JXPNiIrCjPuH8KAq6uXdlQUhVXr9vPxgt8IMOqY/sRQel/dolrrKAm3W2LJou18u/BPDAYtkx8dyJAbatYGy1JgZ8n8LaxetB1ZVrjh5qu5+cHrCKtB0nixUBSFc8fS2bExkR0bEzm+9ywAsQ0j6TkkgauHJNChV8vLYk328u8v88KWF/wWC65JZCXn8s0ba/hlyd8MnNiTJ96+/Yr0tq0jcj7xj0zc+fn5rFmzhhUrVnD27FkGDhzImDFjSEhI8JvUpaSkkJmZSUxMDLm5uaUkQfzVJKwOiglHTQsZu1wuLzF1uVze32A0Gjl48CCRkZE0atSo3DhzocL+UxLpOTIOmwiyiIDH3stSJKHVCoQGqRCQKbC4KbR4WkiNehWREVqyc0XcIuj1AkFGFVqtgN1mRRSdBAZH4HIruNwKTqeMrEBEmBaXqMLpKtvwoCOnANyiiCS6UQkigQEaJgwy0rRhxe4eJY9pVSTOZrMxceJEbr/9du65556LPNLVx+uvv860adMudTV1RK42UJGO3OqDR5mxZhMxwYF8MnEUrWIqr7VwuEVmLd/E2r3HuL59C16dMIRAQ9VRiHNZeTw9bw2nM3J5aGRvJg3xjwQCpGefT7WezmT8oE48ems/9LrqpVqTzuXw8utrOJ2UzegbOvPgvf0w+rHfFSH5bA7vzF3HoQMpdOrahCemD6d+g5otvM/OLOC7j37h5xW70Rt1jLunL2PvvgZjDdboXSrMWQXs3HSQHRsT2bf1GC6Hm8AQI90GtKPnkAS6Xd+OoFD/hJ6rC1mRufH7G/0WC64JJB1OZcmHP7P1xz0IAox/eBB3PnvjFdMMUhZ1RM4n/vGJ22KxsG7dOpYvX87x48e5/vrrGTVqFN26dfN5LSmKwsmTJ3E6nbRr1867jNvt9hIih8NBVFQUsbGxBAUFXfLLZV5eHsePH6dDhw4EBgZWPeAiIYoiOTk5ZGZmYjabCQsLo2nTpqWcMcpClhX2n1FIzpDJyZcwm10EGwFFJtvswumU0esEosM9L1eSJGOzyeRbRETxwuk3aF0oSLiVwPPdrechQKN4PRZbiY8Ez19EmJYCm6c5wy2CrEBokMDg7nbcdpPXbismJoaIiIhS57PYxiwhIaHSY+pwOLjlllsYN24c999//2XLdixbtozx48cDHkcefx2GfKCOyF0MBEGYqyjK9Iq+b9++vXLo0CGf3x1Iy2DKktVYXW7+O2IQw9u1RlEU/vzzT/r27VtueUVR+OaPfby5biuNo8N587bhtI73NBTs2bOHtm3b+nzTsDvdvPLdZjbsPEbvq5ow687BRIUGkp+fT2pqaqVmv25R4uPFf/D9hj20bBTNCw8OJTvtFL169fL7Ine5Rea8tZJftiYRHxfK4w8OpFcP39IqJeFwOLz6PiUhywrrV+9l/ke/Irolxt9yNRNv7+1thti5c2eFE3NFOHPmDCEhIaWKl5NPm/jq3Z/ZvvkwoRGBjLq9NyNu6UlwWMD5/ZDZv39/tW+6xMRE2rZtWy0hz6ysLERRpH798rIaDpuLfb8fZcfGRP7+OZGC3CJUahXN2tcnrkU4fQZ2o2GrOBo0j60yBWm1WklKSqJRo0aV1gDl2fNKiQW/1f8t0tPTadasmd8uCIqicPr0aQICAqhXr16p7yx5VhL/OsnBbSdI3H6CpCNpGAP1DLvjGq6/tQdppnM+75HKsHjxYoYPH16t2qYjR46wZcsWHn74Yb/HuFwu9Hp9HZErjytn4saTctywYQPLly8nMTGRfv36MWrUKHr27IlarUYURY4cOYLRaPR2ivpCMSEymUxYrVYiIyOJjY2t0JC9MlyqO0R14XK52L9/Pw0bNkSj0XidMSoiRCXhdCscOquQni2Rmy/jtLuRJAWNSsHplMgtEBHP+6wKgif9GRYsUGixYLeL6A0h2BwyzvMp1YAAgdBgPTn5pWvrdBqBqEgdOWW6UxvEqpkwyEiAwbN/siyTn5/vtdsKDAwkOjoao9HI0aNHqyRxTqeT22+/nWHDhjFlypTLRuI2b97MAw884JUymTt3bl2N3OWEIAgDgQcURbmpomXatm2rHD16tMJ1ZBZaeGL5OvalZnBL1wSknX/gdji8wru+8PepZKZ/v4FCu5OnR1zLVYECDz30EOvXr69Q10ZRFJb/kcjby7Zi0Gl49ubreOeF//D4448zZMiQKn/rn3tP8+qCn8kvtBGpymLF56+i9bMRIjs7mxEjRvDa65/x5Xe7SU4xc03PFjzywPXEV1K4/+ijj9KjR48KxYRzsgv57IPNbNl8hPCIQO6e3J+YejLPPz+TdevW+U3kZFlm4MCBfPrppz6t0Y7uT+a7j39h9x8nMAToGHZTd0be3ovNv63n1KlTvPTSS35tBzxvWw8++CDbtm3zm8gdOXKEBx98kIkTJ1ZpwyZJMif2nuXvTQdZtegnbDkiasFzngRBILZhBA1bxdOwZRyNWsbR4Py/weGeCc5msxEcHMy9997r7aaqCCXFgsdrx/PrW79iMpn8lj6wWq106NCBuXPnMnTQcA79dYoD245zcPtJko6koSgKeqOWq7o3p8t1VzHk1t4EhwXy/fff88orr3D48GG/tgOeN/IbbriBoUOH8uyzz/o97ptvvmHmzJl88sknDB8+3K8xGRkZ1KtXr47IlceVMXH7gNPpZNOmTSxdupQ9e/bQtWtXEhMTefvtt7n66qv9Xo8kSV6rMIvFQnh4OLGxsZVGuYqRmppKZmYmHTt2rBF3iKrgcDg4cOAALVq0KFWDpyhKORHlYlmTivT27C6FA2cUzAUyeYUyBfluREkmyCggKAqgYLPLpKRbkWQZo8HopRwhgSrCQtW43B7CpxIErz6wSgCNTo1Uwj9VEKBRrJr+3fQVdqcWy8ukpaWRlpZGcHAw8fHxREdH+yTIbrebu+66i2uvvZYnn3zystYd1zD+NTt+RRA5QRCKuw7mVkbkWnfooKz7fQstIiouVnVLEm//to0v/tpDoNPOyicfonEJvTlfyC2yMfOHjfxx/CzqnFS+nf4g7VtX3dGZlGlmxhcbOJZiolW4ii9eeIgAP1Odv/+5g2ff+gE5oAGtmsQw4/7BtG4SW+kYSZIYOXIkzzzzDNdeey1ut8TSVbv56rvtKCjcMbEXE8d1L9cdu2bNGn744QcWLVpU5X4dOZTKZ+9v5sihVGQKmfrcWIaN8M8D79ixY6xYsQKHw8Hs2bMrXTbpeAbLPt/KlvWJKLJMESm8veAZuvWu2lKtGPXq1SMuLo5ff/3VbzHJrVu30q9fP1599dVqkZAnnniCv7bt4PuFS0k9ZSLlVCYpJzJJOZlJ6uksXI4LhcdhUcE0bBVHw5ZxLPx+Pk9Oe5R2CW0JCDESFBpAYLCBgBAjOn3pB8yX+75k0upJ6FQ6+hzrw6/f/lpuP1wON4V5Vizn/wrziig0e/777z93k3OuiJzkQhRFQWfQclX3ZiT0bkXCNa1p1akxWh/p/Pfff5977723WqknWZZZt24dI0aMqNZEXRw5bNGi6hrPlDMm3np2Ge8tmVJH5Mrjn5+4/cDx48cZOXIkbdq04cyZM/To0YPRo0dz7bXXVstzV5ZlzGYzJpOJgoICQkNDiY2NLSfeqygKSUlJWCwW2rdvXyOOE1WhWEKlTZs2lc5DiqJgsVi8HbB6vZ6YmBiio6MrPRZpOQrJWTLZBQp5BeB2i5iyLThdCjGRAQQaPOtWqwSsdgWb02PbVUzYIkJVaHVqzIWlL5nYCBVDeuqpH1P1MbJarSQmJtKhQwfUarXX8kySJK+HalBQEJIkce+999K1a1emT5/+byZxUEfkqrkTgjBQUZTNgiAsLUvkBEGYDEwGMDZs0LXZs0/zynWDGN2mbYXrW758OR+vXk9h+67IisIrIwYx7KrKGwzy8vMZdP8TuJt3Iio4kLm3DKNbs6rFKd957z1+O2EmTQmjfmQoL901hM4tKlbCVxQFk8nEjTfeyIoVKziZbuONhb+QX2jjthu6M2lsTwy68m+QqampzJ8/n6CgIJ5++ulS35myC/lw/m/8/udx6tcL44mHBtGjq8dh4e233+aHH35g06ZNfqfBTp06xchhk2jecBBOh0D3ns2Z9MB1tGgdV+m4N954g2nTpvHdd99xyy23+LWtrLQ8bh3xOBp7LCpBQ6eezRl5Wy+u7t+m0sL74hqOxYsXV6ud/ccff2TevHmsWbOmWuniGTNmMH78eJ9eq5IkY0rJJeVkJimnskg5kUHKyUyST2ZSlG/zsTYPtHoNQSEBBIQYCAw2EhgawKbGy9gd9Aeh7ggeNb2AaFa8xK3QbMVpL2+SXQxjoJ5mHerTpV87Enq3pFXnJuXIYkWoCQuymkROVgFP3fIpLpfI4m0z64hcefzzE7cf+Omnn4iKiqJbt26IosjWrVtZtmwZW7dupXPnzowePZrrrruuWqnP4rSfyWQiLy+PkJAQb+ryxIkTKIpC27ZtL8v1XFwv1r59+2rb/pWUNVGpVN4O2MqOhSwr7Nx/lnyrloCQWAqsAoVWj72WJEnYHAp2u0J4qAqDXvDWv6kEAUFQPPpwIQJN4gTaNdf45Z1aTOJ8/cZiy7Ps7Gyefvppb/3jvHnzLksktJZx5UyIVeCyEDlBEMYDZavoz5wnbwMVRdl8frlyRK4kOnbporR+bhq709O4pX0CL1x7Hfoy4ektW7Ywe/Zs1q5dS55L5D8r1rM/LYOJXTrw3OD+GMpEqyRJwm63c9NNN/H444/TqH1nnv5uPcm5+dx3XQ8eHtQTrY+3uiNHjnD06FG+/PJLVq1aRWJSJi9+tZF0cyF3DOzKQyN7o/eRLn399df56aefeOWVV+jduzcAhVYHH3z3O2u2HKJhXDjP3TeYzm0vkMhiL0BZltm2bVuFnV279ibx7sebSU3Po1+fVgy9vjF9enXhxhtvZNmyZX7fWG+//TbPPvssn3z8GcHG1nz/1TYsFgf9B17F3ZP7V9gQMWTIEOLj45k/f77/wpmiSEJCAj98v5zDOzJZ/8PfZGcUEB0fyvCJVzN0fHfCIsv/3r179/LHH3/w+OOP+7WdYvz2228kJCRUW4IgOTnZZwdaZVAUhdysfCxmG9ZCG9ZCx/l/7aX/CuxYLXaKCmwUWi382OVzzOGZNMhuwfik+wgJDyYkIpCQ8ECCwwMJiQjy/Hv+LzgiiJDwQHR+WrBd6bAU2Jl2x2dkpefz+teTadmufh2RK49/BZGrCJIksW3bNpYvX86vv/5Ku3btGD16NAMHDqy0C7IsFEWhoKCArKws0tPT0ev1NGvWjOjo6FqPxhXr4FVVL+YPSkqzSJJEdHS0N8pVDEVROH78OACtW7f2ElVFgTyLjLkI7E6wOxXsTgGHEyQZDDoFrRoC9NCyoYqQQP/5ic1m48CBA1USVUmSmDJlCqIoEhQUxOHDh/njjz+u2AYqP1FH5PzeAUHogofkhQHPAvcrirLX17LdunVTduzcyVt//clne3ZxVVQ0Hw4fSZOwcAoLC5k3bx4rVqxg7dq1RER4yIZbknhvy3bmb99Ny+hI3hk7nJYlulpXrlzJzJkzefLJJ7nvvvsAsDldzFn9Oyt2HaJdg1jm3jKMJtGl07N33nknS5cu5c8//6Rr164AWB0u3l2xleV/HKR5fCSz7x5C20YX0qUul4sGDRoQGBjI1q1by3kY7jp0jtcWbCI9u4Ax13fkkZv7EhigZ/v27fTt25eZM2fy/PPPV+pl6HKL/LBiF98s/ssjDimdYdHCl4mL9d/N4Oabb+aJJ56gZ09PSrXI4mDpd3+x4oeduN0SQ0d24vZ7+hIVfeHGdjqdvPXWWzz77LPVehMuNq8uNkyWRIm/txxjzbd/sX/HaTRaNdcO7cCIW3vRpmND77qLiopqRargSkBJseCX+r/EC/1e+Kd36bLB6XAz474vOJ6Ywsvz7qFTz+Z1Xau+8a8mciUhyzI7d+5k2bJlbNq0iRYtWjB69GiGDBni1z0uiiIHDhwgOjqasLAwb5Sr2JEhOjr6ovxfK4PZbObEiRNVuhlcDMp28UZGRhIdHU1aWhparZaWLVtelmijvyROlmWeeOIJwsLCeP3111GpVLUS4V+2bBlhYWGcOXPmUtwaqoM6IlddnE+hTgduqozIFcuP/JJ0mqk//4Qky8wZOISDK1byzDPP8MEHH/DII4+UG/vn6XNM+/EnrE4XM4f2Z3yn9giCQO/evTl69CjLly8vZWIPsOngSV5ctgm3KDH9xv6M6+EZk5mZSbNmzXjsscd48cUXy93I2w6fZfY3P5NnsXPvsB5MGtYDrVrNDz/8wMKFC/n888/LdRYWw+5wM2/ZNn74aS9R4YFMu2cgW9Z/T79+/arVWZiRVcCzL35DUrKNRg0ieOLhQXTtVLX2naIoZGZm+lQ+N+cW8e3CP1n/417UahWjb+rBxNt7ERxirJUbN/m0ibXf72Dzqr3YrU5atqvPiFt70m94R/T/I9GnirDx1EaGfTsM+OfEgi83JFHilce/5e/fjvHMWzdz7bAEoE5+pAJcGRN3DaO4e33p0qX89NNPNGrUiBtvvJHhw4f71IBzOp0cOHCAxo0bExt74aW52JEhKyvL6//qTz2aP8jOzubMmTN06tSpSneHS4UkSeTk5HDy5ElEUSQ2Ntbb8FGb0S673c7+/furdN2QZZlp06ahVqt57733am2fli1bBsD48eOZN28ezZo1u5RuVH9RR+RqA2V15NIKC3lkwxoOZGWi7N3PHU1b8Nz06RXWGGQXWZm26ie2JyUz/KpW3BAdzJeffcbbb79dahIoiayCImb88BM7TqUwoF1zXho/iC0//0TDhg3p1q3iZ0uh1cHcJb+xYecx2jaK4eW7h2IxpZKQkOAX4Tl8OoNX5/3M6dQcrr+6JVPvHkh4SPW1zHbsOs37n/5CWkY+1/VtzcP3XUdM9KXZ4WSk5fHVgt/59edDBATqmXh7b0bf1B1jLTkC2KxOfl29jzXf/kXyaRPBoUaGjOvODbdcTVwN695dSSgWC44wRrBn8p7LKhZ8uaEoCu+/sJKflu3iwRkjGXV7b+93dUTOJ/49E/dFwmNxdYilS5eyfv16oqOjGTVqFCNGjCAiIgKTycSZM2do1aqVNwNTEWw2G1lZWWRnZ6NWq71WYdUlYhkZGaSmptKpU6fLUgMmyzKHDx8mMDCQJk2akJeXh8lkIj8/n5CQEKKjo4mMjKzRNHKxC0bbtm0rFVCWZZnnn38eu93Oxx9/XKvEcvr06UycOJEuXbqwefNm9u7dWxOCv1WhjsjVBnwJArskiWmrV7I65RwdY+P4cNhI6lf2BqEoLNi+i3d/205scCDvjR9JQv3Ki/hlWeHrP/by3k/bCAsw8N+JQ+jdyj9nh1/2nuS/3/+CzeHi4Rt7c9v1XVD7ecG7RYmvV+/ky1U7CDTqePLOAQzp3abakS+nS+T7ZX/z7ZK/EQS49aaruXlsDwyXGNVKOm3ii89+Y8efJ4mIDOL2e/oy7MZOaGrJHUBRFA7uSmLNd3+xffMRFFmh+7WtGDbxarpd0+qyODFcTvwTYsH/FL5+72e+//Q3bn7gOu56YnCp7+qInE/8eybuGoCiKBw7doxly5axdu1aNBoN6enpLF68mPbt21+U/2uxzVYxqasqRZqSkoLJZKJjx441nqr1BVmWOXjwICEhITRt2rTUd8W1gcWyJsVp5KioqEsimP6SOEVRmD17NiaTiQULFtR6PeIDDzzAAw884CVymzZtYu7cubW6TeqIXO2gImcHgA2nTjB980bUgoo3Bw/l+qaVi+TuS03nqRUbyLIU8Z8BfbinZ9cqO3iOpZuY9t0GzpjM3Nm3C48P7eOzoaEszIU2/vvdZn47cJpOzevx0l1DaBgdVuW4YpxJzeHV+T9z6FQGvTo2ZfqkgcRFVT+qlpFVwKefb2HLn8eJjQ7hwXv7c13f1pecEj2UmMIXn/zKwQMp1Ksfzl3396P/wHZ+u15cDLIzC9iwZCc/Ld1JXk4RYZFB9L+hI4PGdKVZG/8Msf8NKCsWPP/G+f/0LtU4Vn+7nU9eWcOQcd14/OWx5a7HOiLnE/+eibuG8csvv/D4449zww038Mcff6DX6xk5ciSjRo0iLi6uWvOZ0+nEZDKVajKIjY0t13CRlJREQUGBV36jtiHLMomJiYSHh9O4ceVBg2Kdt+LaQK1W600jVyfi6HA42L9/v18yKnPmzOHs2bMsXLjwshyP6dOnM2jQIAYOHFhH5Hzgf4bIAZzLz+eRDWs4nG1ictfuPNWzj8+O02IU2B3MXLuJn4+dom/zJswdNYTIwMrTlw63yNvr/uC77ftpFR/F67cMo0Vc5ZZg4Ln41+08yus/bEGUJJ4cey3jr/UvzQogyTLLft7PJ0v+QCUIPDSxL2MHdvQ7ulcS+w8m88Fnv3LqjImEdg149MHradW8cg27qqAoCrt2nObzT3/jzMksmjaP4ba7r+Ga/m1Qq2sv5C66JXb/eYLNK/fw95ZjiG6JZm3iGTiqC9eN7OSz4/XfhpJiwZ/f+DmTOk/6p3epxrB1QyJznlrM1de1YeZ7t/mUnKkjcj7x75m4axg7duygWbNmxMTEeHyTz51jxYoVrFy5EoARI0YwevRoGjRoUC1SV5F3akZGBi6Xi6uuuuqydGFKkkRiYiJRUVHlGuL8QXHE0WQyAXhlTSrrBq4OiXv77bc5dOgQ33777WWJTEJdjVxV+FcRuQZXtVbmrFjMba07VXiDOkWR2Vt/4/tDiXSrV593Bg+vNNWqKArf70nktZ9/J9SoZ+6oofRu2qjKCWDr0SRmLv2ZIoeTJ4dfw229O5/3sat8XFaehZe++ZkdR5Pp2bYxM24dQP2osCp/ezHSTQXM+XwTOw+do22zWKbefT3tmlc/AiVJMut+TmTBV39QaLEzfHACk27vQ1Rk9bSQykKWFbZsPsyiL/8g5VwuDRtHcvMdvek/sB26anrLVheFeVZ+X5/I5h/3cuJgKiq1iu7Xtqb/DQl079eGwKB/b1qyWCxYr9az/d7tdIm/aP/AcrjYRhWXy1XtwvG8vDzCwz0d4Ns3H+a1/3xP64SG/HfBpAobWOqInE/U+MQ9ffr0yxHlqDUoikJGRgbLly/3CpOPGDGCUaNG0bRp02pd48X6aKdPn/ba+cXGxhIcHFyrHaOSJHHgwAFiYmJo0KBqHdOq4HQ6veTU7XZ7yWlJH1un08m+ffto3bq19970BUVR+PDDD/n777/54YcfLrtO3Ouvv06XLl0uV30c1BG52kFIk4ZKxIuPcn3D5szpM5RoY8XaPT8eP8qzmzfidjp5Y/hIRrWuXCDyWFY2/1mxntM5ZqLMWSx87EFaNm1S6f7kFtl4YenP/H40iQaBOnoHS7zwn8eq/B1ei6/lW3E6nUwZfS23X9+lnCNDRZgy5RG69R/Dsi0nyc23MqhXax6a2Jd60RXXNPz555/89ttvPP/886U+txQ5+Oq77axY4+lEHTOiM7fedDVhoQG4XC5uueUWlixZUq3w+euvv06vXr2RXRF8u/BPkk6bCAsPZMSYLowc05UIH1Gys2fP8sEHH/DWW2/5vR2Ae+65h48++qjc2+a5U1lsXrWX39bsJ9dUiFanoUuflvQZ3I7solMYArSMHTvW7+243W4eeughFixYUK0xb7zxBhMnTqR586r9cIuxevVqEhMTmTJlSqmJdfKayczfO58mYU3YM3kPEcYLBd7btm1j7ty5jBs3jrvuusuv7UiSxIwZM9izZw+bNm3ye/8OHjzIvffey6xZs/y22nK73Tz++OOkpKSw4NOv+ey1tfz1yxGatYlnzsL7CQ71XZ+0b98+unTpUkfkyqNGJ+7Nmzfz2WefsXTp0ppc7T+GYuH1lStXsmLFCvLz8xk+fDijRo2iVatWVZKx4iYDo9FIkyZNvFZhRUVFREZGEhMTQ2hoaI2SumIZlfj4+ApVDS4FJcV7i31sw8LCOH36NG3atKmSxM2fP59ffvmF5cuXX3Ln778EdUSuNtC1a1dlytefMWfP7wRr9cztM5SBjXxb/RQUFDBw/Dhibr+VowV5DG7egleuG0RUZeFlt8jEV9/kmEpH/bBQXrlhIL2bVV2f8NnaX/jo191oDEbuH9CD+67rjq6KkLOiKIwYN5HIzkM4lF5Io5gwnp5wHX3aNal03Jo1a1i6dClff/01VruLRWt38d363ciywoQhnbl71NUEB5aOPNlsNgYMGMDKlSt9yooApGfks/C7bWz67Qh6vYYJY7qTdvZPwkIDefTRRyvdp5LIzMxk7Nix/PHHH6jVahRFYe+uJFYu2cnf20+h0ajod/1VjJnQg9ZtL0xW999/P7fffjv9+vXzazuKonD48GFeeumlSh8+kiRzdH8y234+xLZNh8jOKAAU2nRuSO8B7encuyXN2sRVmTJ58sknKSoq4v333/dbN2rFihVMnjyZWbNm+ZTEqQiDBw9m69atZGRklJpcHaKDa764hj0ZexjecjhrblmDSvDsd1JSEs2aNeOjjz6qlin9Cy+8wFdffcW5c+f8HpOXl8c111zD5MmTqyXI/N23i3l1+nyaRfZCrVFzy4MDGH1Xn0ojtcnJyTRu3LiOyJVHjU3cZ86cATwRuf8VIlcWubm5rFq1ihUrVpCVlcWQIUMYM2aMTwcISZI4ePAgYWFhXn3Lkt8VW4UVFhYSHh5OTEzMJcuBiKLI/v37qV+/foVzdE1CkiSysrI4ceIEarXaS04jIiLK/Q5FUVi4cCFr165l5cqV1XLh+JejjsjVBopr5E7k5fDE1rUcMZu4pVUCM3sMIFB74Q1BFEVGjx7No48+ysBBg/hi/x7e+msbQVodLw8YyLAWvu26Vq5cyffff8/0N9/huTWbOGvOY3yn9kwf1JeQCi7eoqIiBg8ezHufzGPJoWQ2HDhO0+hwXhg7kO7NKw6Nv/322xQUFPDSSy+x/chZ3vhhC+dMefTv2JynxvejflT56FpWVhYjR45k06ZNpTqKTLkWPl26jQ1/HiYk0MB943ozZkCCt3t06tSpJCQkcOedd1Z5jM8m5/DFN3/y+7YTKIqLyXdfz7hRXTH64SHrcrmYMmUKEyZMYNCgQeW+T00x8+OyXWxcdwC7zcVV7Rsw+qbumAtPMG/ep2zcuLHKbRRjy5YtPPfcczz77LOMHDnSrzGKonDv7Y+y988zJLS8huw0CwAh4YF06tmcLr1b0Ll3S2LqhZUbGxUVRaNGjdi5c6ffdSE7duygV69e7Ny5k+7du/v922bPns2hQ4dYsmRJue8qEwseNGgQc+bM8QpU+wObzcb48eNZv36932PAQ7C+/fZbv/xqc02F/PLjXtYt/htTej6tOscw8+1JRMdVHEEuibrUqk/U2MS9efNmBg4cyE033fQ/S+RKIj8/n9WrV7NixQrOnTvHoEGDGD16NAkJCRQWFnLkyBEaNWpUZWpTlmXy8vLIysry+r9WRIYqg9vtZv/+/TRq1KhCGayahsvlYt++fbRo0YLw8PBSlmdBQUHeDli1Ws0333zDsmXLWL16dY2LH1/hqCNytYGSzQ5OSeSdfdv47ODfNA4O4+1rR9AlxhPheeKJJ7yCvcU4mZvL1E0bOGjK4sbWbZjVbwBhhgsX5eHDh5k8eTIbN24kKCgIh1vkw61/8flfe4gKCuCl4dczoFXp9JiiKNx6661MnDiR0aNHA/Dn8bO8svIXUs2FjO7Wjqk39CUssPTFv3PnTmbMmMGGDRu8pMAtSnz7617mr/8bSZK5a3A37h7SHeN531VFURg9ejRTp06tUBj4+NksPvhuK7sPJ9MoPpy7RnQmXGdn7ty5rFq1yu80wMaNG3n/o69o0HQAx06aCQ0xcvO4Hoy+oRMBARV3QU2YMIGMjAw2bdpU6Vub1epk49oDrFq6k4z0fBzOAiJiHSxc9CrhEf7V6C1YsID777+fr776yi+CWoyJEyeSk5PDzz//TH6ulX3bT7H/r1Ps3X6KvBwPsavfOJLOvVvSuXcLOl7dnMBgAw0bNmTVqlXVIklpaWk89NBDrF692u8xAL/++it2u50bbrjB5/cViQX/+OOPDB8+vNq1KydPnqRly5bVGgOeAumKzrPbJfL3lmP8vHw3e/48gSwrtO/WlFsfHkDnXr6j6BWhjsj5hN8T97JlyzCbzaU+Ky4WLyZxwP8bIlcSFouFdevWsXz5co4cOYLL5eKBBx7gwQcfrBYZUxSF/Px8srKyyMvLIzg4mJiYmCo13lwuF/v376dJkybExPjvvnMpKEniyloVKopCYWEh2dnZzJs3j7///huLxcKmTZsuqvHiX446Ilcb8NW1+ndmCv/5Yx2ZVgtTOvbCuOswB/bu45NPPilHXNySxKd7dvLBzh1EGI28OmAwA5o2Iy8vj2HDhvHdd9/RrFmzUmMOpmfy3JpNnDDlMKJ9G2YM6U9EgBFRFPn4449JS0srVyBsd7n59Je/+er3PQQb9Tw94lpGdmkLwJ49e3j44YdZuXIl9evXL/cbTflFvLt8Kz/tPk58RAhP3dSPOJ2L1157jYYNG/Lqq69WeowURWHbvjN88P1WzqWbsZuTee6BEUwcXT5CVhH69+/PoUOH+Ouvv3C6A/jq++3s3JNESLCBCWO6M2ZkF4ICSxO6oqIiwsLCGDp0KMuWLfMr/C5JMp98+APffPEbIYGN0Ok09Lu+LSNGd6Vt+/qVEs+ZM2ciCAIvv/yy378L4O6772bOnDnExZXWDlQUhXMns9i3/RT7/jpF4q4zOO1uVCqBVh0a4NaYeeDx22jVoYHfrhKSJHHo0CE6duxYrX202WxotdpKCdns32fz4pYXS4kFXwnG92eOZfDzit38tmY/hfk2ImNDGDS6K4PGdKFe46q7u32hjsj5RI1M3Hv37sVsNpOfn89rr73G/Pnz6dKl5hpp/i3IyspixIgRDBo0iLNnz3Lw4EH69evH6NGjufrqq6tVI1xMhrKyssjNzSUwMNAb4SoZzS8mVM2bNycq6uLujeqimDg2a9asym2u+L/2zjsqqmvtw8/QEUSsCIpIlSZKExHFhiV2EzUxPZpoYpKbZq7JNTfVJFeT3C+5aUqiKSYau1FBpUhVLIiKoCBFpEqVXmdmf39QIjK0RBTMedaaxZSz5+x9hrPP77z7LXv3smnTJnx8fAgMDGTdunVMmjTpjvSzmyAJua6gtfQjpbU1/Cvcn0MZSegUlnLgqX9g07/1u5v4vFxWBx4hsbAAL8N+FOzdz2svvNhqOHOtQoFv5Gk2Rp6mt442a6dPxPetN6iprsbPz6/VpbYrOQW8tyeIC+k5eFiZstDaiIXTp/DSSy/xySeftHnRPXslk/U7jpGcXcggLTmhP33Ct/+3nqeeeqqdo1SPXKHEe/YTyA1GoKapywwvO55bMr7d/HPl5eWYmJiwefNmFi9e3PT+pYRsft5+gqgzqejra7N4vhsPzHeld0MkaEhICF9//TXbtm3rlCPsxo0bcXNzo3/fYfy+J5pjAXFUVdZibjmI2Qtc8JnhqDLa9ODBg8yePbvTfinZ2dkdciSuq5Vz+Xx6k7BListEqRSoa6hhbjOYEU6mTY+h5gPueHFopVAyd/tc/JP873qy4LLiSkL9LhCwN5rkS9loaKozbqo90x9wY7Sn1V9OPyMJOZXc1onb19eX9evXs2vXrr+lkCsuLuby5ct4enoC9dbmwMBAdu3aRUxMDF5eXixcuJBx48Z1KuVGY463xlJhOjo6TYEScXFxKq1iXUVdXR3nzp3rkIg7dOgQX3zxBX5+fm2mI7mdFBcXk5qaSmpqKmfOnOkOEdSSkOsKXN1cxdnosyo/e+CBB0hQq0Nj/lRqlAreGjO53TQln0aG8f35GNSrqvBd9BBTrFX7zjWSmFvAvw4GEJeTS/mli0zprckP33zd5omtVAp2nYrl88PHqaiqpubSKX56ZzVjx7TvMyVXKNkVdoFPtgegpqnFo1NdeWb2WPQ64K9WUFDA8uXL2ei7mf2hl9l+uP64LZ7uzOPzxtBHX7WvQ1RUFLW1ta0GHSQmXefn7SeIPJmMXi8tHpjvyuIFbmSkpzJixIhO5xWqqqpq5ndRWVFDSGA8fr/HkJR4HR0dTSb52DNngSs2dsZ3zeJUVlJFXPRVEmMzSIjN4MrFTKoqagDQ662DjeNQbJyGYtsg7voO+GtpXDpCUVURrr6upBWn8YzLM/jO9e3yfTaiUCg5fzKZgD1niQq+RF2tHEs7E6Y/4MqkWaMw6Nt6RHlnkYScSrrlxN0NL8Z/mdraWo4dO8bu3bs5efIkHh4ezJ8/H29v705Hb5aXl5OdnU1GRgb6+voMGTKEQYMGdXkUaKOIMzc3Z+DAgW1ue/ToUdavX4+fn98dE5lQfzMBsGLFCtasWYOlpSUrVqy4Y/tXgSTkuoKBthbiiZ//yzvOM+mt+Yf1ISkpCRsbG2bPns0nG7/ho/iTRGSnMWWoBf/xmsmgXqqTwn777bd89usvGD3+CDnVVTzmNJo1Xt70amNJS65UMuOl18kZNBQ9HW3enD6RhU727QqMnKISHl73P/I19LEY1I93HpiKq3n7eYKKioqIPh/HicxqDkTFM6CPHq/c781M97YrMty4cQMDA4OmJYHrBaX47j7O4chL6Otq89i8MSyZ7oyOdvOxdnR5Likll62/RRF2/Aq6uprcP9eVJQvdMOzT+XqwrZF4OZtD+2MIDYynuroOK5vBzF7gzJRpjvTS69pi1e2hUCjJvJpPYmxGk7hLu5KLUqEEYJCxISNG1Ys6c5vBDBk+gAGD+9z25Mg3JwveMm8LTzl3zGLbWSrKq7makEPK5WxSEnI4H5VMfk4JvfvoMmWeM9MWumJpd/tTJoAk5FqhW07c3fBifFuRy+WEhYWxe/duIiIicHFxYf78+UyZMqVDVRQaS2DZ2tqipaXVVCpMTU2tqRrD7Y4K7YyICw4O5oMPPsDPz6/dbbuSxYsXs3LlyjuR9LctJCHXFQxzHCH03nuMwboGbHBfgPvAYUB9lJ+5uTmPPvooMpkMpRD8fDmGj6PD0NPQ5COvGcw0a2lt++6773j44YdR19bi0xPH+eH8WYb1MWTDtBm4m6gWWUqlkpSUFDT6DWDtwQDOZmQz3tKMD2b7YNKn9WVLuVyOuro6EQlprNt/jOwbpTwwxpFXZ02gT6+OnbixqTms33GMy+l5jLY0YfXiSdibdS7KKTk9n293RHL8fCoD++qz/H5P5kx0RONPCozUtHy2/hZFSEQCOtqazJ/tzIP3u9PvNlpkKsqrCT4ah9/vMaQm56HbS4sp0x2ZM98FqxFt18m9k1RX1ZJ8KbtJ3CXGZpCXXdz0uaaWBsam/RgyfABDzAYwZPgATMz6M3T4APoO/POJRhuTBeto6HBi2QmcjZ3/9BiEEBTll9ULtsv1wi01IZuc9D+c5Q376zPCyZSp85zxmGLX5YmeJSGnkm4/cXeTi3GXoVAoiIyMZM+ePYSEhODg4MCCBQvw8fFRWUWhsrKS2NhYlXVMq6urm6oxdKb+a3s0RsSamZm1G0wRHh7OW2+9xaFDh1r4EN9JUlNTWb9+PZs2bbprfWhAEnJdgZubm/ju6H5eP72fzIpiVtiO4wX7idRWVqGv39LqllRcwCvhfsQV5rLQ0p53PXzoo926aDqdlcnrgUfILC1hmbMrr471QrcN65xSCLZFX+Cz4EiQweqpE1jq6tRuzdbK2jo2Bp3kp/Cz9NHV4bU53sxzaTthcSMKpZLfT8Tz9e/HKa6oYu5YB56fP46BfTpXiup8QiZf/xbOxaQczIz78uyDE5jkZvWnxURaeiG/7IgiOOwymprqzJ05isUL3Bhs1LEUEx1BCMHl+Cz89scQFnyJmho5I+xMmDFnFBOn2GFwG62Bt4sbBWVkpOaTmVZA9rUCstIKyLpWSE56IfI6RdN2ur20MDEbwBCz/piYDWDw0L7oGeii11sHfQNd9PS161/r66Ch2dLxujFZsLmhOdEropslC74ZhUJJdVUt1ZW1VFXUUFVZS/a1wgbhlk1qQg7FheVN2xsP64elnQkWtiZY2hljZWfyl0Tnn0EScirp1hN3N7oY3xGUSiWnTp1i9+7dBAYGYm1tzcKFC5k+fTr6+vrk5eWRkpKCg4MDBm1UGoL6pdxGUSeXy5tKbOnpde7mWC6Xc+7cuQ6lNTlx4gT//Oc/OXToUJckI26krQjqRjZs2HDbKjekp6fTr18/lfqgA0hCritoDHYor6vhowsB7E47j2NfYz4dswCL3qqdN+uUCr66EMVXF6IYqKvHhvH34T3EvNV9VNTW8p/j4fx68QJmfQxZ7zODMUPaXgLNLC7h34eCOHE1Heehxnww2wfrQe1HISVk5/PB3mAupOfgMtyEtxZOxca4Y9FLZVU1fO9/iu0h59DUUGfZjDE8MtUFnU5YR4QQRJxN4ZsdEaRlF+Fgacyqhybgav/nw8wzMov4ZedJAkMugRBMmmDLQ4vG/OVarrdSVlrVZKVLS81HQ0MN97FWTJ3hyNjx1mhr39nyMZ1FoVCSn1NM1rUCstMKyWoSeQXkZhU3LdGqQltXE/3e9SKv8aFtoI6v/vtkyFKwqR3FA7kvUFMpp6qypkmwVVfWUlNdp/I7NTTVGWY1CEs7EyxtjbG0M8Hc1rhblDWThJxK7trEfacvxj0NpVLJuXPn2LVrF0eOHGHgwIGkpKSwb9++Tqf5qaurIz8/n9zc3Gb1X28usaWKxgTDpqam7Yq406dP88orr3DgwIG7nmJk9+7dLFq0CKiPqP4rgTchISFNCYyXLVuGra1tZ79CEnJdgZ2dnbh8+XLT64CsBN46e4hqRR0vO0zmCesxqMv+WCIUQrBnzx4WLVpEbEEOr4b7k1xSyGLrkfzLbRJ9dVSbrUNCQqgZNID/nDlFemkJS+wd+afXBPrptm7xycvLY0vocfalX6e8ppbHxozm+Qlj6a3Ttt/Enr17YYg1/3c4ktKqGh4Y48jz0z0Z0Lv1u69Tp05hamqKiYkJ6XnFfLE3nJALKRj11WfFrLHM9XRosVRaXl7OqVOnmDp1aovvkyuUHI6I57s9J8grKsfNYRjLFo7Fxc4UPz8/Zs6c2anw+7i4OGpq1Th59joHj1ygqqqOkQ5DmT9rNBPH26gsRSaXywkODmbGjBkd3g/U+3QMHmRFZGgSIYHxFBaUoaOryRhPK7y8R+DhZY3eLf50aWlpVFdXd/rEDggIYPr06Z1qc+bMGaytrTsV+ZWXm8/F8wlYDLeivLSaivJqKkqrKC+rprKsmvKyW19XUVFaTXZ1BscmfE+tZiVj82czuXIhOr200O2lhU4vbXT16p/r6mnXv+6lRdGNfAYP7c8YLyc0O3gTUFdXx/Hjx/H29u5UtG5oaChDhw7FyqrjeeTy8vIwMjKShFxLuu3EfTsvxj2d2NhYlixZwpQpUzh16hRGRkbMnz+f2bNn06+faqt5a8jlcgoKCsjNzaWqqqqpGoOBgUEzUdco4oYOHdruEmlMTAzPP/88v//+e4sqFneaoKAgVq5c2TRXrl+//k8vy2dlZREfH8/YsWN55513MDY2/jM3Fj1GyCGE6DEPe3t7cSu5laViZeR2Yb3rfbEoeLNIKslr+mz9+vXinXfeaXpdVVcn/nMmVFj8sEG4bPtS7E+OF0qlstn3XblyRXh6eory8nJRUVsrPooIFdZf/lc4b/pK/HbxglDcsr0QQiiVSjFv3jwRGhoqCssrxNqDAWLE+/8Vnp9tFDtjLqpsI4QQu3fvFk8//bQQQogb5ZXiw33HxKg1nwv3tV+KbwOjREVNbYs2JSUlwt3dXRQWFjZ7/3RCunjsP9uE87P/FfPf3iKOnE4QCsUf+129erXYtm2byn40HZ+aWrHNP1rMWvWt8Hj4U/Homs3CZ+4jQqFQtNnu1mMxdepUkZqaKoQQorSsSmzffUosXbZJeN+3Xsx76EuxaUuoyL5e3KzdL7/8It57770O70cIISorK4W7u7uQy+VCCCHkcoWIOZMqvtjgL5bM+T/h4/mBuM/7I/Hmq9uE3+8xoqiwXAghxOuvvy4CAgI6ta/U1FSxaNGiTrURQog5c+aIvLy89je8iYCAgGb/tx2hoqJCjB8/XhyIPyBk78qE7F2ZOJx0uM02tbW14rXXXhNPPvmkKC8v7/C+jh07JoyNjcU333zT4TYlJSXCw8NDmJqadriNEEJs3rxZANGiG8w/3ezRLQkMDBQWFhbCxcVFuLi4iMDAwLvdpbtKcHCwSEhIEELUz43x8fHivffeE+7u7mLatGniyy+/FGlpaaKioqJTj9LSUnH16lVx8uRJERQUJGJiYkRmZqYoKSkR4eHhIjk5ud3viIqKEiNHjhRXrly5y0fp9tE418bGxoqNGzcKIYTIyckRzzzzjBBCiPT09M583d0+xzv86FEWudbyyAkh8MuI5/3zR6iQ1/KCnTdW2dX87/Mv+P3331tYDS4X5fHG8aNcKMjBe4g5H3pOw7S3IdXV1fj4+ODr64u9vX3T9omFBbwdEsSZ7CycBxvz/qSpOAz6w1z9v//9j/z8/GbJaeNycll3JIRzmTk4GA/irRmTcTH9w/cgJyeH+fPnExwcTO/ef6SqSMu/weeHIwmKS2aQgR4vzvBinqsd6g1jeO6555g2bZrKgu9CCMIvpvL1gRMkZxVgPWQAz8/3oo+yjDfeeAN/f/8O+TZV19ZxIOQi//fjYYSaDnYWRjw6x51J7tZN/WiNw4cP4+/vz5dfftnsfaVSEH0ujd/9znHidApCCMa6WbBgjjOuo82YONEbPz+/Ngs338qPP/5IQUEBq1evbvGZUim4HJ/J8bBEIkMTyMkuRk1NhsPIoZyOOcyOPV8zZGjHQuurq6vZsmULurq6Hc7jB/VLFi+99BIhISEdjkSrqalhypQpDBo0iN9++61DkXAAW7ZsYdWqVaxbt45K98oWyYJbY/LkycTHx5Obm9thv7e0tDTs7Oz45JNPOlVD9ttvv+X555+nurq6w+kWqqqq6NWrl2SRa0nPmbj/BLt378bQ0JDU1NR7Kuq1ESEEycnJ7NmzhwMHDqCjo8PcuXOZP38+RkZGnfJBVSqVFBYWkpubS15eHn369GH48OH07du3VYv5pUuXWLZsGTt37vwzS47dEj8/P9555x0+/PBDbG1tqa2tbVrKfvvtt3n//fc5dOgQDg4OmJu37l51Ez3GItejhJyVk534KXg/XgNHqPy8sLqC988f4XDmJdRzS/hhzjOMNVO9rUKpZGvCOT45G44SeNXZi+ivf8DL01NlySchBPsSLvFxZBg3qqt53Gk0L4/1Ii0xkZdeeomAgIAWmfiFEByKS+ST4Ahyy8qZ62jL61MnMKi3HvPnz+f1119vtdxWzNUsPvULJzb9OjbGA3httjd12Vf55ptvVNbgvBmlUhBwNpFvD0aRkV+MelUR/3psFgunerbZ7mYOHDjAkaMBTH9gBb/6RZNx/QZDBvVh6Sw35ng7tEhbUr9fJd7e3uzZs6dNv4y8/FIOHr7AoaOxFN2owKC3BoZ6pXz5f//scPqSzMxMHn74Yfbv39/uEoUQgtTkPI6HJbBjWzC11fUiYuiwfriNscTNwwInFzN0dVWLi4CAAJYuXcratWt59dVXO9Q/gBdffJFvvvmGiIgIxo0b1+F21tbWuLi4sGPHjg63yczMxNTUlEuXLjHCdkSHkwXv3r0bX19fAgICOrwvqI8UNzU17ZSwBVi1ahVr1qzBzMysw20kHzmV9JyJu5Ps3r0bgEWLFuHr69vC/+5eQwjBtWvX2LNnD/v27UMmkzF37lwWLFjAkCFtV7hpRKFQcP78eQYPHoyOjg55eXkUFxdjYGDQVCqsUdQlJibyxBNPsG3bNhwdHbt6eHeE4uJi4uPjGTFiBHp6ei2ifU+fPo2BgQFLly4lNDS0RdRwK0hCrisYYDtMWHz+KLNNXHjFbjYGmi193Gpra/F+7lEUc9yoUNaxYsQ4VtlNQEtdtf9Pdnkpb58MJCgjhd7l1WxbuoKRA1r3KyipruazqEh+vXiB/rq9qAsOYc9H/2lR2utmKmpr8T1+hi1RZ9FQU8NFW0bf6+l82k6yTCEER2Ov8PnhSDKLSlEvymHjy8vxdFQtTm+lTqHgnxs2cSqzimqlGh62w3h2riejLNqOSiotLWXatGn4+/vTv39/FEolEWdT2HrwDPEpORj21mXRtNEsmj4aw971wisjI4O9e/eSn5/PunXrOta/OgXvrdtISGQqGtpGaGqo4zXWilnTR+LmPLzNnGvTp08nKSmJY8eOdfTuirq6OrS0tJgwfjr/WPUuMdFpxMZco6ZGjoaGGo5Oprh61As7Cysj1NTqz+OgoCBmzJhBVFQUY8aM6dC+oF7snD9/nr1793a4DcD999/P6tWrOyX+oL7WbaPI72iy4Lq6Or799ttmdYk7QlVVFXFxcbi7t5/Y+tb9lZeXd8ryKgk5lfScibuTrFmzhgcffBAXFxeCgoKIiYn52wROCCHIzs5uEnU1NTXMmTOH+fPnM3z4cJWiTqFQcOHCBYyMjJqVfRSivv5rXl4eRUVFxMTEoFAo+OWXX/jll18YPXr0HRxZ17Fz504uX75MYGAg33zzDU5OTkRFRWFubt5k3dy4cSPr168nMjJSZWnMVpCEXFfg6uYqntn+H35KDaOvlh5vOixgwiC7Ztu88MILuLi4cP+jS/noQgD7r8Vi2XsAH7rOwWWA6oicxMRElr6/FvU5kyisqWKZvSuvOI9HT7P15Z/Y3Os8/uNmSnV18BxqynuTpmLVr+2luvSiYt7+/TBRmdcZamjAm9MmMnWEZbt3XBlZ2bz0342ka/WjVgnz3ex5cfo4BrWTcsTX15ctW7ZwNDCIQ6evsOXIaW6UV+Fpb8azczwZaW7cok1+fj5jxozh/vvv59NPP23WNyEEFxKz+MXvDJExqWhraTB3kiMP3+dGaJAfjzzyCF988UWnRMHTTz/N9u3b+W3HIdKylASGXKKktIqBA3pzn48jM6c5MsS45UXfxsaGGTNmtFjCbYuioiJsbGyaHIEBamvkxMWmc/b0VaJPpZCanAdA3356uLib4+ZhSVVdNqGhAXz22Wcd3hfA999/z4QJExgxomPCuxE/Pz9mzZrV6RQfGRkZzaLOYnJiGLd5HDWKmjaTBdfV1bVZ1/VuIwk5lfScibuTrFy5kpUrVzYJucDAwHuiQkRnEUKQl5fH3r172bt3LyUlJcyaNYsFCxZgbW2NTCZrVcSp+i5/f3/WrVtHdXU1Tk5OfPDBBz1+WbWsrIz4+Hg8PDxYu3Yt06ZNY/LkyZw7dw5TU9OmUmShoaGMGDECY+OW17w2kIRcV9DoI5dQksX7cXtILrvOfSajedV2Dn20erF161bCw8P57rvvmtqEX0/m7Rh/cipLeNjSjdccp6CvWe93pFAoqKys5L777uP777/H2Hw4G86G82vieYboGfDu2KlMG9YyXPzKlStER0dz5OhRZqx+lU9ORFBVV8dyZzdeGDO21coQX3/9NTt37uTpf7/LjuQMkvIL8bIYxpvTJraZrmTq1KlkZ2dzOOgYu2Ku8OuJ82ioqfHoeGeWTXLDQLflstmNGzcYMGAA3t7e+Pv7o6urS1VNHTvDLvBTYDTF5VV4OQxn5RxPHIf/YYH8/fffWbBgAZ9//jkvvfRSq326mlnINv9oDkdeQqkU9NOu5MbVkxz5fXszn7/2mDx5Mm+88UZTtGptnZwTp1LwD7jImZirKJWC0U6mzJrmxEQvG3R0NBFCsGDBAvbs2dOpkmDXrl3j4sWLzJkzp9VtCgvKiDlTL+rOnr5KSXElAOaWA3Efa4WTsxn2jkPobdB+os6KiopO53663Ww5t4XlB5bflmTBdxohBPm5pRgZG0pCriU9Z+LuJGvWrGHatGn4+Pj8rYXcrRQUFLB//3727t1LXl4ePj4+HD9+nA8//BA3t7ZPj8zMTJYsWcLGjRvx8PAgLi4OY2Pjdmuu3i7WrFnTJb9hfn4+/v7+PPHEE+zdu5fVq1fj7+9PSkoKlpaWTUJViI5VLLoFSch1BTcHO9Qp5fyQEsoPqaH00dDFLlnG2V+PEBAQ0MKxvEJey+dxIfycfBojXQPec76PySY2BAcH8+KLL/Lmm2/y2GOPNW0fnZvJ2hMBJBYXMG2YFe96+DBE/48kjqtXr+aLL74gKCiIiRMnUlBZyfrj4ey5HI+xvj7/Gj+JWdY2Lf5xnJycyM3NJTw8HEtra7ZHX+B/YVGU19SyxGUkL030pJ9ecx+xvLw8Bg8ezIsvvshnn32GhoYGGYXFfHU0Cr/zCfTppcMzk8ewdNwotG9K67F3717eeustDh8+3MIfqbK6lp1hF/g5MJriimrGO5rz7Jyx2JsN5o033sDGxoZly5Z16DfJv1HOzqMxbDt0CoVQw81hGI/OccdjpFmHTpyjR4+2mnIkr6CMo8FxHA64SFZOMXq9tJgy0Y7pk+0YaqLf6fB9pVLZqXQZSqUgJek60adSiT6VQnxsJoqG/G7DLQbi4GSKo5MpDk5DGWxseNfqwLbHMwee4ftz32NuaM7ZFWfpq9vxZc07jRCCxMvZRIQkEBFymeLiSg4Gr5GEXEt6zsTdSf5uPnJ/htzcXGbOnImOjg7V1dVMmzaNhQsXMnLkyBZzXE5ODosWLeJ///tfqz7ZXUlQUBCbNm1i165dXfL9N98wf/rppxQVFbFgwYJOucG0Qvec0FXQY4VcI1dKs3k5/HsKNKoxKVDjxyVvYqil2gpyoTCLtWcPcqU0n1lD7bm++RAHt+1k69atLaJA65QKNsdH8/m548hkMl4Z7cVTDq6oI8PMzKxpWe9mp8ro7CzeDQ3mUkE+nkNNeWfiFGz619/xJCUlMXfuXPbv39/MnH2jsoqvw0+yLfoCulqaPDfeg8fHjEarwdL066+/UlpaynPPPddiPJez8vj8cCTHr1xjsGFvnp/m2RThun37dmbMmNGm2KmormVH6Hm2Bp2lpKKaCSPNmelown3enT8BbpSU4x+ZwG+Hz5J/oxxL0wEsmeHMDC87dLT+2rKdUimIjc/AP+AioZGJ1NTIMTcbwH3TRjJ9ij19De+M1au6uo7ES1nEXcgg/mIm8RczqayoAaD/gN44OA1tEHamWFoZoa5xe+uq/lmq5dWM3zKeszlnmWU9i4NLD6Im6x59g/rf91JcJhEhl4kMTSAvtxR1dTVc3M0ZP8mW2fNdJCHXkp4zcf8JNmzYgIuLy9/KP64zHDt2jEuXLvHCCy9QWlqKn58fe/bs4cqVK/j4+LBgwQJcXFzIz8/ngQce4NNPP2XKlCl3vJ+pqalAvUWuq4QcwNWrVwkMDMTOzg5TU9PblRNPEnJdQWvpRyZNnUKf2U7kO+hjoKnL6/bzmDp4pMrvqFUq+D7xBF9fikBeVcU/LL1YNXZGq9aUjLIS3j0VRHBGCrZ9B/JY32HUpqa3Gq2nUCrZHhfLZ1HHKa+t4fFRzrzkMY6US5ewsLBoNVompaCIDUHhhCZdxbRvH16fOoHptlaUlpa2G2FzOjmD/x6OIC4jFyuj/rw004tJ9hYdthCVV9XwW+h5fgk6S2llDROdLFg5xxNb07Zr86miTq4g4ES9oEtKz6ePvg4LpjjxgM9oBvXv+JJra1RU1nAsPAH/gItcSshGXV0NDzdzpnjb4TXWil6tRJ52BQqFkmtX84mPzSQuNp342Exyr5cAoKOriZ3DEBycTBlhZ4K5xUAGDe5z16x2acVpuPq6UlRVxPuT3uffE/99V/rRiEKhJO5COuEhCUSGJVBUUI6mpjquHhZ4T7ZjrJd10/K15COnkp4zcXcDiouLSU1NJTU1lTNnztyzS7WVlZX4+/uze/duYmNjKS0tZcuWLZ1OZH67CAoKwsfHh8WLF3epkEtOTsbf35+JEycyatSo2/W1kpDrCqxHjRA/Bm/Ha8AfmcKLioqIjIxk3rx5JJXl8MHFPSSUZjN1sCOv282jn7bqgIAzaYl8lnqCmKJMPAeZ84HLLIbpq7ZeCSEISE/m3ZNB5FSWsdTGiTVuEzHUbt1Pqqiqks+ijvNbXCz9dHvxxnhvFtrat1uH9XjqNf4TEMaV/ELchg3hjWnejDRpv4CxEILAi0n878gJ0gpu4DzchFfuG4+LeYcjdOoFXUi9ha6sqobJoyxZOccTm6EDO/wdN/fnXEImO47EEHE2BZkMJrlb8+BMF0Zam9wWQZOWXsDhwIsEh14mv7AcHW1NxnlYMsXbDg93c5UVJLqa/LxS4mMziIvNID42k9TkXJTK+nNMT1+b4RYDMbcchIWlEeaW9c/vVBmsI8lHmPXrLAAOP3KYGVadq6LxV5HLFVyIuUZEyGWOh1+h+EYF2toauHtaMWGSrcoqHCAJuVboORN3N8DXtz5qe8WKFaxZswZLS8t7Mj/dzVRVVXHs2DFmz57dZftoq1xbo4gDulzIQf14b0078heRhFxXMNjBVHhsmo9n/9GssFxMP62Wliq5UsHWqxF8nxyMnoY2L9ncx6yhLiqFg1IIdqTGsOFiEAqh5AU7b560GYuaUqh0oq+oq+Xzc8fZcikaQ21d1rhNZJGVI2oyGUIIFApFi3YX83J5NzSYc9dzcB5szFsTJuFs/Ef6D7lc3qKNXKlkz/k4vgiNorCikvkj7fjHJE+GGtaPV6FQtFoyq06hYP+ZeL4JPEl+WQWT7CxYNW0s9kON2mx3M2VVNWw/do5fgmMor6q30D0y1QVX66EdEmC3+qJl55ewJ/A8B0IuUlZZg52FEfdPHYXPWFt0dTRbbdcR6jNbw8X4TILDLxMakUhJaRX6etqM97TGe5w1bs7Dm9Ve/ZOOr3+qXWVFDVdT80hNzuNqSh5pKXmkpuRRUV7TtM0gIwPMLQdhZj4QU7P+DDMbwBDTfhj00b3tFrz3w97vcLLgP0ttjZyc7BtkZ90gO/MGWZlFpKcVkJR4ncqKGnR0NRk7zpoJk+1w97RsNX9fI5KQU0nPmbi7GYsXL2blypWS310XExMTQ1FREcXFxXz88cd89913Pa1cmyTkugKz4cPFZxG+/Jbuj6aaBo+azWWm8YRm9VUbSSnL5a3oX0mpKcCtnwWv28/DXF/1UuH1qlLeP3eEoOxELHr3p3Z3JD+89XGrSUsvFeXx1okAYvKzGdnfiHc8ppIQGEp2drZKfw5lQzLh9cfDKaisZJaVDa+Pm4CeXM7DDz/M0aNHVV6wy2tq2Bh5mp9OnUMIwYOuTjw7fgz/fPEFXnnlFZycnFo9VlW1dfwSeY4fwqIprarBcZABffJS2bThw1bb3EphcRlzn3kdbbNRlFRUYz1kAEsnOzPT3RadNupy/vvf/2by5MktfDIqq2s5HHmJXUfPkZZdRC8dLWZ42TF/8kjU5aWsX7+e77//vsP9A5g3bx7bt29vcnaVyxXEXEgnOOwykVFJlFfUoKOtyRhXc8Z7WuM5xoK9e3agpaXFww8/3OH9VFZW8uijj3Y6J9zzzz/P66+/3sxnQwhBfl4pVxvEXaPQy8oooq5O0bSdhoYaffvr07+/Pv366zd73m+APv361f/t208PDQ11FixYwP79+9vsj1IomyULflz+OCMsR3Sqxm1paSnPPvsC77+7gezMRsFWVP836wYFeaXcPK3o6WtjajaArJxEnlw+jxmz3JsJ67Y4deoUY8eOlYRcS3rOxN2NSE1NZf369WzatOlud+Vvg6+vL+vXr2fXrl2SkOsiepSQa/SRy6nKZ2PKDs4XJ2Ctb8Yqq4ew0G+eI66mpoap03x48JNX2V92kUpFLQ8PH89yy8n00lBd9igkJ4nXw3ZQqiGYOcSONU4+DNEzVLmtUggOpF7iP9FhXK8sRycpA79X38JyQOsVDSpqa/kuJprvYs4gVyoZkH2d1RMmsfC++9oc9/XSMr6JOMXuc3Goy2T0zc3k4PoP6KMi7citlFXVsDXiLN8ejkBoajHOxoynJ7njbtm+de3LL79ELpfz3PMvcuRMAttCzpGcVYChng73T3BisbcTRn2b+70VFRUxe/ZsIiMjW7X+CSG4cCWLAyEXCT55hZo6Obpq1cwcN4JVj8+ht17Hlhrj4uJYt24dv/32m8rP6+oUnL+YQUTUFY6fTKagsBx1NRlCUcjjj8xk6qSRmA7p1yGrl5+fH2fOnOHdd9/tUN8aGTt2LCdOnOiQpVEhV3L9ejGbfbdRUa7E2sqRosIyCgvKuVFUQVFheVM6lJuRyaBPn14UFefi4GCLlrYGWlr1D00t9frnN71Xq1HJO3kryJfn4Fg1hkUaT2Nr60BVVS3VlXVUVdU2Paora6mq+uO96obn8psEJ4BhXz1MhvZlyNC+GA/py5Ch/Rr+9qW3gS51dXW8+OKLpKWl4efn1+G0MVFRUYwbN04Sci3pORN3N2LDhg1S8IRER5GEXFdwc7CDEIKIgrNsTt1DaV05s00m8fCw2fRqKEX08ssvM3LkSJYvX86N2nK+SjzKwayzDNI24CXbWfgMHtniAn7x4kVefOVlHvj833yXFIUQ8PQIT1aM8EJXQ7UFoaK2hklrX6XYwRx1NTWecXRn5cgxTbnqVJFbXs6ru34jqrSY3to6POvmzpOjXNBtJylrcm4eC9/5iLohZuhra/OEhzNPeDhj0E4dz6+//pqi0nKMx05ma8Q5CssrGWk6mKcnuzPZ3rKpgsHNlJaW4uPjQ0RERFO9TyEEZ5My2X7sHKGxKajJZEx1tmbpFGeczI2RyWSsXbsWJycnHnzwwTb71LSfimp2Hz7NdzuDEZoGaGmqM8HFkpnj7fF0Go6GRutLwS+88AKLFy9m4sSJ7e5HqRQkJl3HPyCGg4fPIKhP8zJ4kAFuLsNxdzHHdZQZvXurPpbPPfccy5cvbzdf083k5eWxfPlyDh482OE2+fn5fPjhhyxevBgvL68Wn9fVKbhRVE5RYTlFhRUUFZZRVFBOTEw8Z8/EMmqUM1pautTVyqltfNTIqa1VUFsrp65WTl2dgtLe2UR7fIdSXY79xYWYZLsgk4GurhY6vbTQ1W18aKKjq4VOw3PdXlqkpFxh3/5dPPTwAp5+5hFMhvSllwrftltZsmQJBw4coLq6usPHo6CggIEDB0pCriU9Z+LuJuzevZtFixYB9ct+Pcw6JHHnkYRcV6AqarVcXsnWtAMcvX6cflp9eMZiMXkn0ti5Yye//PJLM7EWeyOdTy4fILE0u8Vya3V1NVOnTmXr1q1YWFiQU1nChovB+GXEM1jXgH86TWX2UIcW4m/Tpk1cu3aNVf9aw/roMA5eTWCArh6vOY9nsfVINFRYYkpKSpg2bRrf7PiNby9eICQtlUF6evxjjCeL7R3RbMWS9dFHH9GnTx+mLlrC1+EnCUhIpre2Nk96OPOEhwu9dVpeTAsLC5k1axbh4eFoa2tTXSfn9+h4fgg7S2ZRCeaD+rF8khuzR9uieZNoeuutt7C3t291+TGroISdYRfYdzyO8qoa7M2MmONmxedvv8KJyIhO+br9+9//xsnJCQeXCRyOvERgVALFZVUY9tZlmqct9423x86ieSHp8vJypk2bxokTJzrsR1ZRUcHGjRsZNGgQU3zmEB2TxumYNM5duEZFZS1qajJsbYxxdxnOGBdzbEcYo6GuRkREBK+99honT57s1LgmTZqEnp4e27dvx8DAoP0G1C8lenp6smLFCjZu3NjhfX300UesXbuWpKQkrKys2txWqRTU1cnZfHYzzwc+h5pSnePLTuAxzL1Dx7K2tpbhw4ezdetWpk6d2uE+pqenM2HCBK5du9bhNiD5yLVCz5m4uwFBQUGsXLkSQ0NDANavXy/5yEm0hyTkuoLRrqPEqdOn0FZvaTVJLL3KN8m/kVaZRXV8Md8+8CEWA1r6uCmEkn0Zp/n2SkCz5dZ/rV6Ds7MzTzzxRLPtz+Sn8+GFo1wqvo5rf1P+PXoG9n3ry3ykpqby2GOPcezYsSar1bn8bD48HUJ0XhYjDAfwpvskJg1tXof12WefZcaMGSxcuBCA01mZfHIigrM52Qw37MtrY724z9qmWYRrSkoKy5Yt49ixY01Llpev5/FV+EmCElMw0NHmSQ8XnvBwRl/7D0G3atUqZs2a1aKagVyhJOBiEptDzpCYk89gw9484e3CA2NGciM/j4ceeoiwsLB2hUtldS2HTl1me8g5ruXeQE9LjUenjWGRtxP9DdrP7xYfH8+yZcs4ceJE07jkcgUnY9M4HHmJiJgUausUmBn3ZeZ4e2Z62aMuqnnhhRfw8vLiH//4R4eF3E8//cTLL7/Mxo0bm1kM5XIFlxNzOB1zleiYNBKSrqNUCvT1tHEZZUZ8bCjBgTsIPPp7p5JMWlpaMnr0aPbs2dPhNg0WKGJiYnB27ngVhpCQEN555x3Cw8M73AZgwicTiKyM7HSy4I8//pinnnqKwYPbj6i+mW3btnXKNxEkIdcKPWfi/pvQVdULJO4akpDrCoY6DhZP/7aYxaZP4dCnpVm8uraGheseQ2+6CWpqajw0bBbzTCajodbSwnXzcqsBWuiEZnDgo+9UCheFULIn7QL/jTvGjZpKFps787L9RJbOq69HemveGiEER65d4T/RYVwrK2aCyXDWuk/Gtt9AQkND+fbbb9mxY0eLNseupvJJVCRXCgtwHDiI18dNYPywejE6d+5c3nvvPVxdXVv071JOvaALvpJCHx1tnhzrygMONlzPSOett97iwIEDrYodIQSRiWlsDjlD9NUs9LU0MLiRyQtzpjDvvo47wL/xxpsEnIpl7IKnOJmQgYa6Gj7O1izydsLZaojK/Qsh6N+/P46Ojhw+fFhlOauyimqOnb7C4YhLnE/MAsB6qCFHd/tyn/dIftzyXYeF3FdffcXatWs5d+4cFhYWrW5XWlbF2fPXOBOTxpmYq+TllwEwxMSQ0Y6mODma4uQwFON28sKNGzeOrVu3Ymlp2aH+Qf0xeeSRR9i2bVuH20C9hXLfvn3NKpR0hPTsdObsncPFwoudShZcUlKCgYFBp6Nq/0zkryTkVNJzJu6/AV1dvUDiriAJua5gpIujePjXmVyvzmK0oQf3D32cPpp/5H579913MTAw4NFVT+KbupMzRXGY9TLhOauHsDNQfeEOv3qB1SHfgYkB7v0tWW03t9Xo1tLaar6+HMHW5NOoKZSMKpDx47NvoqlCKALUKhT8nBDDl+ejKKurYfrAYUR/+g1+v+3EyEh1UIRCqeT3xMv838kTZJWV4jrICI2TZxgk4Isvvmjz+MTn5PJl2ElCklLRVZNx40QY/125jAfmzW2zXSPn0rJ58fPvKNYyQFtdjQfHjebxCS4MNmw/ka+VlRVaWlqEhYVRqdRgV/gFDkRdoryqBiuT/iz2HsUsDzv0dP5INZGXl4eRkRHbtm1j6dKl7e4jO6+EI8cvs/voGYrKatHSVMfb1Yrp42wZ6zS83bxxH330EdbW1ixevLj9g9GAEIJ/rf2Qkc5TiI3P4eKlTMobUocM6K+Pk8PQ+ofjUMzNBjbzNwwICPhTiTivX7/eaUsXtJ2Wpi26W7LgW5GEnEp6zsR9j3OnqhdI3HEkIdcVuLm5iZOnT3Is7yBHr+9DQ6bBHJOHGKUzlpizMfzf//0f+/fvR9aQ1+1UUSy+KbsorC3Gx8iTx4fPo4/mH6LkxIkTfPLJJ7zw4ovcsOrVYrm1tejWpf94ljgzbWrMBmDRuz//GjUd78Gt+yUV11Tx8fFAfkupjzr9h+sEVjiOoZdm6/mzauTy+goREWFUCCVmdXK+e+pprPr1b/c4Xcy+zsqvvqNQVx99TQ1WjPfgEffR6Gu3X/Vg5MiRTJ57P3pOnvifT0AmkzF7tC2Pe7swwlh1YuDy8nJGjx5NWFgYQ4b8kYC4qqaOo9GJ7Ay7QEJGHr20NZntYc9ibyeshgwgKiqK8PBw1qxZ026/bsbPzw+9/qZEJ+QTGJVASXk1+r208Xa1wmesDe6OZs38/Rq5fPkydnZ2ndoX1PtPNtbvVSoFV68VEBufSWx8BhfjMskvLAdAX1+bkXZDGNkg7kbYDL4rSYn/DHc7WXBbSEJOJT1n4r7HuVPVC7oDMTExTcK1MXDkHkYScp3qhEzmAlgACCF2t7bdzcEOedU57MzYTFJ5PCJXnVOfX+bAT/4tLF1Vihp2pB/mQPYxdNV1eHz4PKYZjUOGDHNzc7S0tIiKiqJ///7NllsHahvw4oiZzDAe1WwpKDk5GWtra2bedx8vf7OBzxLCSCsvYrKxNW86TWN4b9VCa/Pmzaz+6AMmr3uTmOoSjHrps9plAvdbOqDehh/aY8uXc93YiOtDBlMll7PIzoF/eHhi0rtt5/mZM2fy/NvvcvDadcKSr2Koq8NyTzcedhvVqqArKyvjv//9L2+//TYymYysohJ+iohh35l4qmrr8LQexpPeroyzMWt2TK5du4ZSqcTc3Fzl9wohiEu7zu7wWI5GJ1IrV+BsNYRZrpbM9RrVabFz8/KcXK7gTHw6wacSCTuTTFllDQZ6Okx0s8Jn7Ahc7U3bjHz9qwghuJ5XSmxcvbCLjc8kPaM+07mWlgZ2NoOxtzXB2tIIG0sjhpj0VRkl3B14L/Q93g17l366/YhZEYOZoeo8incaScip5O5P3BJ3vHrB3aZxjL6+vvj4+LTponIP0D0nahV0FyG3SwixWCaTrQCChBCpqra7NWpVCEFUXgg/Xfoard6aeOhNZsmIJ9FSa2lJS6/IYWPKDuJLk7HWN2N8tQNPzFjKzz//zPz585ttG3sjnU8vHyShNItRhmastp/LCIP6agyffPIJSUlJfPXVV2hpaVGrVLA16TRfXQ6nViHnUasxrLIbTx+t5qVCVq9ezVNPPYWDgwNncjNZdzqECwU52PcbxL/cJzHeZLjKY/Pzzz/z2GOPUVRVxTfRp/g19gLI4DGn0ax0HcOAXr1atJHL5eTk5GBqWp9b70JWDl+FnyQ8OY0+Oto8NsaZx8Y4Y3hLHjpVVSYASiqr2XUqll8jz5NfVoGVUX8e93ZhjrMtWh3MB9ZIcXkVB6Li2R0eS2ZBCf1692KhlyP3TxiJcb+ORXa2Rp1cwanYNIJPXSEsOpnK6lr66OsweYwNUz1scLYzRUO964vFF5dUcjE+q0nYpaTmUyevz7umq6uJlYUR1paDsLE0wtrSiOHD+nep2OwoSqFkzrY5HE4+jJuJGxFPRaCjcWfKh7WFJORUcvcn7i7i4sWLFBcXA+Dl5dXpai93knugekGH8fX1pbi4mEWLFt3rAq4RSch1uAP14s0Q2N2agGtEVfqRffv2EXoyBLdnRxBdHEl/rUE8aPo0IwxGtmgvhCAs/ww/XN1HcW0Z43o58eKox+il0bI+m1IoOZgVwzdXjlJcW8mCoW6ssplB4vk43N1bpmnIry7n/+JC2JN2nj5aujxvN4HHrMY0RZ5WVFQ0c+ZXCsHBq5fZcDacrPJSxpuY8S/3ydj3a7tQfWZpCV+cimJfwiW01dV5fJQzz7l5YKDdfh6v2KzrbIw8TfCVFHppabLU1YkVXmNaCLrWqJMr8L+QyE/hZ7mSU0B//V487DWaR72cm/m+dQSlUhB1+Rq7wi4QGXcVgAkjzVk0wQkvR9WWvc5QUyvnVGwaQScTiYhJoaqmjr4GvZg8xprZ3g44WBr/5X10lLo6BWnpBSSl5HElJZfklFySU/Ooqq4DQEtTHXOzAVhb1Qs7l1HDGDa0/SX0rqCoqghXX1fSitNY4bKCTXPvfgZ8Scip5J4UcqWlpfj7+3P//ffz5ZdfYmtri4aGBkOHDsXe3v62l6y7XfTg6gUdptEF5s0332yK0G1M53KP0j3/2VTQHYRcY7z2x8B6YI0QoljVtjY2NuLKlSvN3svNzW1aTk0qu8TOjO/xHjiTCQOno1Ao2LRpE6tWrWrWplxeya/XDhFdFMf/XNaiq95cBO3bt48xY8YwZMgQyuqq+C75GAE5F9gx/mX6aLW0gAFkZmYSExODtfcY1scGAfDDhEfanHiEEHy9aSO64934KvYkH3vNYKaZTavbNxIYGIjGoIHsz8niePo1Qp5YTu92hNyNGzcIDAxkyZIlJOYW4Hv8NMeSUgl6YRn99VSPCeDHH3/k0UcfbWapE0JwMjmdn8NjuJCeQ+CbTzcTcidPnqR37944ODi0OxaA7MJSdoWdY1foOSY5j2DdU21XuriZXbt2MWvWLJURr41U19Zx4vxVgk8mcvx8Kj5uZsxwH4K7u3uH9yOE4Jdfful0VOjRo0dxdXVlwIABzd5XKJRk5dzgSnIuSSl5JKXkciU5l7LyapYsGIWDjTaTJk3q1L62b9/eoaCRmzl58iRGRkbNlsVjcmIYt3kcNYoatszbwlPOTzVrU15ezrFjx5g3b16n9rVz507uv//+Dld1AEhMTMTW1lYSci25J4VcI6mpqXz55Zf06tWLhx56iOeee47IyMi73a17nt27d1NUVNTsPQsLC3x8fFizZg2WlpasWLGiyTp3j1fJkIRcs53IZIuAfre8nSqECGoQcilCCN9G65wQYsNNbVcAKxpeOgJxXd7hO8MAoOBud+I2IY2l+3GvjANghBCi/dBpiR6NTCbzAfKFEBdkMtlvQASwB8gHJgkhghu2MwKqhRAld6+3XU9HfcfvFI3X8YZr9T+BYiGE793ulwTckZC6dv4Jz/CHyDMEim9p6wv4Ashksuh75c5cGkv35F4Zy70yDqgfy93ug0TXIpPJ1ABbwEomk+kCrkKIhxo+079JxPUF3gG2AlF3q793iDcbfcdlMplFe65HXY0QYrdMJvtng+BGEnHdh7ueG0H655CQkJD4eyOEUMpksj3UW5L7A1tlMtkQYDDQGwht2LQGcAc6l7Ooh9GwEnWmQcB1m2viTatlQXe1IxLNuOtCDqR/DgkJCYm/O0KIHCBHVu9YnAaMBFKB8zdt5gFcEEKUyWQyNSGE8o539M7QWA6mSCaTbaIN33EJie4b162abnNnchuQxtI9uVfGcq+MA+6tsUi0g6gnTQhxRAhxRQihkMlkjUaH+cCxxk3vUhfvFCkN4u0sf/iJS0i04K5HrUpISEhISHQEmUy2F3hYCFF9t/vSlUiBBRKdoadZ5CQkJCQk/mbIZDJNmUy2DnABamXdNaHcbaIhQNBQ8h2X6Ag93iInk8nWCyF6rOOrTCYzpD7E3AJw70ljabhrLAa6lUNuZ+nJv0Fb3APnRrdKvyBxd2mIbDUDiu711CMSEp2hR1vkGu5WenqtkCWAW+OFqiFaqdvTIOIQQgQ1vPa5uz36S/TI36At7pFz482G36SfTCbr6WOR+IsIIZRCiKuSiJOQaE63iFr9MzRM7Hc1r87t4BZLlgUQeLf60kncgR0Nz1OpX/LokVHHPfg3UMm9cG501/QLEhISEt2NnmyRu+sJEm8nDRffokYLVw/A8JbXd6c46G2kB/4GrXEvnBuW1P9PFclksk0Ny98SEhISErfQbS1y7ZT18ulJF9u2xnLT60VCiJV3sFt/lWJajqmn09N+gxb0tHOjHVKEEMUymawx/cKG9hpISEhI/N3otkKuHefmogYfIEPAQiaTuQghYu5MzzpPe47aMplsUWNS5O4+lps4wx9WuXthObIn/gaq6FHnRhu0WbpPQkJCQqKeHrm0KoSIabA69KPlEl+PouGiu14mk51tsDz0CCtXgzi1aBQNPdkK1FN/A1XcK+eGlH5BQkJComP0+PQjEhISEhISEhJ/V3qkRU5CQkJCQkJCQkISchISEhISEhISPRZJyElISEhISEhI9FAkISchISEhISEh0UORhJyEhISEhISERA9FEnISEhISEhISEj0USchJSEhISEhISPRQJCEnISEhISEhIdFD6bYluiT+vjQUr3cB3IFNDc8tGktoSUhISEhISNQjWeQkuiM+DSWazgCbGp43FbOXyWSGMplsxV3rnYSEhISERDdBEnIS3ZGdDX/dgV0AQgjLmz634CZhJyEhISEh8XdFWlqV6HYIIYobni5qFHAymcxCCJHa8HmMTCYrulv9k5CQkJCQ6C5IQk6iWyGTyf4JFAPRDX8bfeYsgNS71jEJCQkJCYluiCTkJLobMYBhw/NNMplsEUCDn5yEhISEhITETUhCTqJbIYQIuullzF3riISEhISERA9ACnaQ6HHIZDIfwK3RWichISEhIfF3RSaEuNt9kJCQkJCQkJCQ+BNIFjkJCQkJCQkJiR6KJOQkJCQkJCQkJHookpCTkJCQkJCQkOihSEJOQkJCQkJCQqKHIgk5CQkJCQkJCYkeiiTkJCQkJCQkJCR6KJKQk5CQkJCQkJDoofw/SjwggiWiUMkAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 720x288 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "hdls = fig_A()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "176434b6",
   "metadata": {},
   "source": [
    "## Problème à n variables"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4f17b5df",
   "metadata": {},
   "source": [
    "> __Exercice__\n",
    "> \n",
    "> 1. Soit $c=(c_1,\\cdots, c_n)$ et la fonction linéaire \n",
    "> $f(x) =cx = (c_1,\\cdots, c_n)\n",
    "> \\left(\\begin{array}{c}\n",
    "x \\\\\n",
    "x_1 \\\\ \n",
    "\\vdots \\\\\n",
    "x_n\\end{array}\\right) = \\sum_{i=1}^n c_i x_i$.\n",
    "Vérifier que $\\nabla f(x) = c$.\n",
    ">\n",
    "> 2. Soient $c=(c_1,\\cdots, c_n)$ et $A\\in \\mathbb{R^{n\\times n}}$, une matrice symétrique.\n",
    "> Pour $f(x) = \\dfrac{1}{2} x^T A x + cx$, vérifier que $\\nabla f(x)=x^T A +c$."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "faa623c0",
   "metadata": {},
   "source": [
    "> __Définition__\n",
    "> \n",
    "> Soit le problème de minimisation $\\min_{x\\in\\mathbb{R}} f(x)$. \n",
    "> \n",
    "> En dimension 1, un point $\\bar x$ qui annule la dérivée de $f$, $f'(\\bar x)$ est nommé point stationnaire pour le problème de minimisation.\n",
    "> \n",
    "> En dimension $n$, un point $\\bar x\\in\\mathbb{R}^n$ qui annule $\\nabla f(x)$ est nommé point stationnaire."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9b7c4f76",
   "metadata": {},
   "source": [
    "Il existe plusieurs types de points stationnaires\n",
    "\n",
    "1. Les points stationnaires qui satisfont à la condition suffisante d’optimalité de second ordre ($f''(\\bar x)>0 $) sont des minima.\n",
    "Par ailleurs, si $\\bar x$ est un minimum local de la fonction $f$, alors nécessairement on a $f'(\\bar x)=0$ et $f''(\\bar x)\\geq 0$.\n",
    "\n",
    "2. Les points stationnaires qui satisfont à la condition suffisante d’optimalité de second ordre ($f''(\\bar x)<0 $) sont des maxima.\n",
    "Par ailleurs, si $\\bar x$ est un maximum local de la fonction $f$, alors nécessairement on a $f'(\\bar x)=0$ et $f''(\\bar x)\\leq 0$.\n",
    "\n",
    "3. Si $\\bar x$ ne correspond pas à l'un de ces situations, alors le point stationnaire est un point d'inflexion."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "98719219",
   "metadata": {},
   "source": [
    "> __Exercice__\n",
    ">\n",
    "> Montrez que la fonction\n",
    "\\begin{align*}\n",
    "f(x) = (2-x^2)^2 +x^5\n",
    "\\end{align*}\n",
    "possède deux points stationnaires, un maximum et un minimum local."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be5bc7de",
   "metadata": {},
   "source": [
    "> __Exercice__\n",
    "> \n",
    "> Déterminer les points stationnaires de \n",
    ">\n",
    ">1. $f(x,y) = -x^2 - y^2$\n",
    ">1. $f(x,y) = -x^2 - y^2$\n",
    ">1. $f(x,y) = x^2 + y^2$\n",
    ">1. $f(x,y) = x^2 - y^2$"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1572eb97",
   "metadata": {},
   "source": [
    "## Méthodes de descente de gradient"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "dccbea23",
   "metadata": {},
   "source": [
    "Le principe de base des méthodes de descente est très simple : on fait comme sur une carte topographique, et on utilise les lignes de niveau pour se diriger vers le fond d’une vallée."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0c12db1",
   "metadata": {},
   "source": [
    "> __Définition__ [Direction de descente]\n",
    "> \n",
    "> Soit $f$ une fonction $C^1$ de $\\Omega$ dans $\\mathbb{R}$. On dit que $d \\in\\mathbb{R}^n$ est une direction de descente en $x$ si la fonction auxiliaire d’une variable $h : t \\mapsto f (x + td)$ vérifie $h'(0) < 0$."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d8e0589e",
   "metadata": {},
   "source": [
    "Si $d$ est une direction de descente, alors $h$ est strictement décroissante au voisinage de $0$ : pour\n",
    "tout $\\alpha>0$ suffisamment petit, on a $f (x + \\alpha d) < f (x)$. Attention, ce n’est pas équivalent, il se\n",
    "pourrait bien que ce soit le cas avec $h'(0) = 0$. La notion de direction de descente est une notion un peu plus forte."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4304a2ea",
   "metadata": {},
   "source": [
    "> __Définition__ [Algorithme général pour les méthodes de descente]\n",
    "> \n",
    "> On se fixe un point initial $x_0\\in\\Omega$. À chaque itération, notée $k$, on réalise les étapes suivantes :\n",
    "\n",
    "> - on choisit une direction de descente $d_k$;\n",
    "> - on choisit un pas $\\alpha_k$ tel que $x_k + \\alpha_k d_k \\in\\Omega$ et que $f(x_k + \\alpha_k d_k ) < f (x_k )$,\n",
    "> - on pose $x_{k+1} = x_k + \\alpha_k d_k$.\n",
    "\n",
    "> Les différentes méthodes de descente correspondent à des choix différents pour les directions de descente et les pas. On commence par la méthode la plus simple, où le pas est constant, et où la direction est celle de plus grande pente."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ebb723d",
   "metadata": {},
   "source": [
    "### Descente de gradient à pas fixe"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3678d4cd",
   "metadata": {},
   "source": [
    "> __Proposition__ Interprétation géométrique du gradient]\n",
    "> \n",
    "> On munit $\\mathbb{R}^n$ de sa norme euclidienne notée $k\\cdot k$. Soit $f$ une fonction $C_1$ de $\\Omega$ dans $\\mathbb{R}$. On a les résultats suivants :\n",
    ">\n",
    ">- L’opposé du gradient, $-\\nabla f(x)$, est une direction de descente en $x$ si $\\nabla f (x) \\neq 0$.\n",
    ">- La direction du gradient est la direction de plus forte pente (si $\\|d_k\\| = 1$, alors la pente dans la direction d correspond à la dérivée de $h$ en $0$).\n",
    ">- Le gradient est perpendiculaire aux lignes de niveau."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9c73cfaf",
   "metadata": {},
   "source": [
    "> __Démonstration__\n",
    ">\n",
    "> Si $h(t) = f (x + td)$, par composition on a $\\langle h'(t) = h\\nabla f (x + t d), d\\rangle$, donc en $0$ on\n",
    "> obtient $h'(0) = \\langle h\\nabla f (x), d\\rangle$. Donc si $d = −\\nabla f (x)$ on obtient $h'(0) = −\\|\\nabla f (x)\\|_2 < 0$ si $\\nabla f (x) \\neq 0$.\n",
    ">\n",
    "> Si $\\| d \\| = 1$, par Cauchy-Schwarz, on obtient que $h'(0) = \\rangle \\nabla f(x), d\\langle \\leq \\| \\nabla f(x)\\| \\|d\\|$, avec égalité si et seulement si $\\nabla f$ et $d$ sont positivement liés, autrement dit si $d = \\dfrac{\\nabla f (x)}{ \\|\\nabla f (x)\\|}$\n",
    ">et que\n",
    "> donc $h'(0)$ est maximal lorsque $d$ est aligné avec $\\nabla f(x)$ (et minimal si $d$ est aligné avec $−\\nabla f (x)$,\n",
    "> par abus on parle aussi de plus forte pente lorsqu’elle est négative, avec une valeur absolue maximale.\n",
    ">\n",
    "> Enfin si $t \\mapsto \\gamma(t) \\in \\Omega$ (pour $t$ dans un intervalle $I$ fixé) est une ligne de niveau et si $x = \\gamma(t_0)$ est un point de cette ligne de niveau, alors on a $f (\\gamma(t)) = f (x)$ pour tout $t \\in I$. En dérivant par rapport à $t$ on obtient $\\langle \\nabla f (x), \\gamma_0(t_0)\\rangle = 0$. Le vecteur $\\gamma'(t0)$ étant un vecteur directeur de la tangente de la courbe $\\gamma$ en $\\gamma(t_0)$, donc $\\nabla f(x)$ qui est orthogonal à la tangente à la courbe en $x$.\n",
    ">\n",
    "> C’est cela qu’on appelle être « perpendiculaire » aux lignes de niveau."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1ea9d120",
   "metadata": {},
   "source": [
    "> Définition : [Algorithme de descente de gradient à pas fixe]\n",
    ">\n",
    "> On se fixe un pas $\\alpha > 0$ et un point de départ $x_0\\in\\mathbb{R}^n$. On pose alors\n",
    "> \n",
    "> \\begin{align*}\n",
    "> x_{k+1} = x_k − \\alpha f (x_k).\n",
    "> \\end{align*}\n",
    "> \n",
    "> On a pris ici $\\mathbb{R}^n$ à la place de $\\Omega$ pour s’éviter le cas où $x_{k+1}$ n’appartiendrait pas à $\\Omega$. On se > donne en général un critère d’arrêt pour une tolérance $\\varepsilon$ fixée, par exemple $\\|\\nabla f (x_k )\\| \\leq \\varepsilon$ (le gradient est suffisamment proche de $0$) ou $|f (x_{k+1}) − f (x_k )| \\leq \\varepsilon$ (la valeur de $f$ ne diminue plus trop)."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6a41fc40",
   "metadata": {},
   "source": [
    "### Cas test"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "66395021",
   "metadata": {},
   "source": [
    "On regarde ce que donne la méthode dans le cas typique d’une fonction quadratique \n",
    "\\begin{align*}\n",
    "f (x) = \\dfrac{1}{2}\n",
    "\\langle x, Ax \\rangle + \\langle b, x\\rangle\n",
    "\\end{align*}\n",
    "avec $A \\in M_n(\\mathbb{R})$ une matrice symétrique définie positive.\n",
    "\n",
    "Le gradient en $x$ est donné par $Ax+b$, donc on cherche à approcher la solution de l’équation $Ax+ b = 0$.\n",
    "La méthode de descente de gradient à pas fixe est donc donnée par\n",
    "\\begin{align*}\n",
    "x_{k+1} = x_k − \\alpha(Ax + b).\n",
    "\\end{align*}\n",
    "Avant d’étudier la convergence, on a besoin d’un petit lemme classique concernant les matrices symétriques."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "789b70c2",
   "metadata": {},
   "source": [
    "> Lemme\n",
    "> \n",
    "> Soit $M$ une matrice symétrique de taille $n$. Alors, si $\\lambda_1, \\ldots,\\lambda_n$ sont les valeurs propres de $M$, on a, pour tout $x\\in\\mathbb{R}^n$, $\\|Mx \\| = \\max_{1\\leq i\\leq n} |\\lambda_i\n",
    "| \\|x\\|$.\n",
    "\n",
    "> Démonstration \n",
    "> \n",
    "> On choisit $e_1, \\ldots , e_n$ une base orthonormée de vecteurs propres de $M$, et si on décompose $x$ dans cette base :\n",
    "> \n",
    "> \\begin{align*}\n",
    ">     x = \\sum_{i=1}^n  x_ie_i,\n",
    "> \\end{align*}\n",
    "> alors on a $\\|x\\|^2 = \\langle x, x\\rangle =\\sum_{i=1}^n  x_i^2$.\n",
    ">\n",
    "> On a donc aussi $\\|Mx\\|^2 = \\langle Mx, Mx \\rangle =\\sum_{i=1}^n  \\lambda_i^2 x_i^2 \\leq \\max_{1\\leq i \\leq n} \\lambda_i^2 \\|x\\|$.\n",
    "> On obtient exactement le résultat voulu en prenant la racine carrée."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2c64ac94",
   "metadata": {},
   "source": [
    "> __Proposition__\n",
    "> \n",
    "> On pose $l$ (resp. $L$) la plus petite (resp. grande) valeur propre de $A$.\n",
    "> Si $\\alpha \\in \\left] 0,\\dfrac{2}{L}\\right[$, alors la convergence est linéaire avec un taux plus petit que $\\max(|1−\\alpha|, |1−\\alpha L|)$.\n",
    ">\n",
    "> Le meilleur choix du pas pour rendre ce taux le plus petit possible est $\\alpha =\n",
    "> \\dfrac{2}{l+L}$, et le taux est alors $\\dfrac{L − l}{L+1}$.\n",
    "\n",
    "> __Démonstration__\n",
    "> \n",
    "> On utilise le critère de convergence linéaire, en écrivant que\n",
    ">\n",
    "> \\begin{align*}\n",
    "> x_{k+1} − x_k = x_k − \\alpha(Ax_k + b) − x_{k−1} − \\alpha(Ax_{k−1} + b) = (I_n − \\alpha A)(x_k − x_{k−1}).\n",
    "> \\end{align*}\n",
    ">\n",
    "> Les valeurs propres de $I_n − \\alpha A$ sont $1 − \\alpha \\lambda$ pour $\\lambda$ valeur propre de $A$, et donc on obtient\n",
    ">\\begin{align*}\n",
    "> \\|x_{k+1} − x_k \\| \\leq \\max(|1 − \\alpha l|, |1 − \\alpha L|)\\|x_k − x_{k−1}\\|.\n",
    ">\\end{align*}\n",
    ">\n",
    "> On a donc convergence linéaire avec le taux indiqué, dès que ce taux est strictement inférieur à $1$, ce qui correspond à $\\alpha \\in ]0,\\dfrac{l}{2}[$ et $\\alpha \\in ]0,\\dfrac{2}{L}[.$\n",
    ">\n",
    "> On obtient le minimum du taux lorsque les deux valeurs $|1 − \\alpha l|$ et $|1 − \\alpha L|$ sont égales (sinon on peut diminuer le max en modifiant légèrement $\\alpha$). Dès que $L > l$ la seule possibilité pour que ces deux valeurs soient égales est que $1−\\alpha l = −(1−\\alpha L)$, ce qui donne bien le résultat attendu $\\alpha = \\dfrac{2}{l+L}$ , et le taux vaut alors\n",
    "> \\begin{align*}\n",
    "> 1 − \\dfrac{2 l}{l+L} = \\dfrac{2L}{l+L} − 1 =\n",
    "> \\dfrac{L − l}{L+l}.\n",
    "> \\end{align*}\n",
    "> On observe ici que le taux peut être très proche de $1$ lorsque $l \\ll L$, on dit alors que la matrice\n",
    "est mal conditionnée"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a49ff2cc",
   "metadata": {},
   "source": [
    "## Méthode de la descent"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ec940f76",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "A = np.matrix([[3.0, 2.0], [2.0, 6.0]])\n",
    "b = np.matrix([[2.0], [-8.0]])\n",
    "c = 0.0\n",
    "fig8(A,b,c)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c5f201a5",
   "metadata": {},
   "source": [
    "## Gradient conjgué"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a82ccfde",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 432x432 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig21()"
   ]
  }
 ],
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