{ "cells": [ { "cell_type": "markdown", "id": "3433fadb", "metadata": {}, "source": [ "## Appendix: Upwind scheme\n", "**강좌**: *기초 전산유체역학*" ] }, { "cell_type": "markdown", "id": "3d2f2ec9", "metadata": {}, "source": [ "### Modified Wavenumber Analysis for Upwind scheme\n", "PDE Solution을 $u(x, t) = \\psi(t) e^{ikx}$ 로 생각한다. \n", "\n", "이를 아래 Upwind 차분식에 적용하면 다음과 같다.\n", "\n", "$$\n", "\\frac{du(x_j, t)}{dt} = - a \\frac{u(x_j,t) - u(x_{j-1}, t)}{\\Delta x}\n", "$$\n", "\n", "$$\n", "\\frac{d \\psi}{d t} e^{ikx_j} = - \\frac{a}{\\Delta x} \\left (e^{ikx_j} - e^{ik(x_j - \\Delta x)} \\right) \\psi \n", "$$\n", "\n", "이를 정리하면\n", "\n", "$$\n", "\\frac{d \\psi}{d t} = - \\frac{a}{\\Delta x} \\left (1 - e^{-ik\\Delta x} \\right) \\psi \n", "= -a i \\frac{-i + i e^{-ik\\Delta x}}{\\Delta x} \\psi = -a i k' \\psi.\n", "$$\n", "\n", "차분식에 의해 Modified wavenumber $k'$ 은 다음과 같다.\n", "\n", "$$\n", "k' = \\frac{-i + i e^{-ik\\Delta x}}{\\Delta x}\n", "$$\n", "\n", "Stability 분석을 위해 모델 방정식 형태로 표현하면 $\\lambda=-iak'$ 를 분석하면 다음과 같다.\n", "\n", "$$\n", "\\lambda = - i a k' = - \\frac{a}{\\Delta x} \\left (1 - e^{-ik\\Delta x} \\right)\n", "$$\n", "\n", "Central 기법과 달리 복소수이다." ] }, { "cell_type": "markdown", "id": "ed2ed23f", "metadata": {}, "source": [ "### Stability Region \n", "앞서 구한 몇가지 ODE 에서 Stability region은 다음과 같다.\n", "\n", "##### Euler Explicit\n", "$$\n", "\\sigma = 1 + z\n", "$$\n", "\n", "##### 4차 정확도 Runge Kutta Method\n", "$$\n", "\\sigma = 1 + z + \\frac{1}{2} z^2 + \\frac{1}{6} z^3 + \\frac{1}{24} z^4\n", "$$\n", "\n", "여기서 $z=\\lambda \\Delta t$ 이다.\n", "\n", "앞서 구한 $\\lambda$ 를 이용해서 분석하면 다음과 같다.\n", "\n", "$$\n", "z = \\lambda \\Delta t = -\\frac{a \\Delta t}{\\Delta x} \\left (1 - e^{-ik\\Delta x} \\right)\n", "= -\\nu \\left (1 - e^{-ik\\Delta x} \\right)\n", "$$\n", "\n", "이 경우 대부분 실수 측에서 Stability 한계가 결정된다.\n", "\n", "이를 확인하기 위해 수치적으로 $(\\nu, k \\Delta x)$ 에 대해 극좌표게로 분석 가시화 해본다." ] }, { "cell_type": "markdown", "id": "cab16e09", "metadata": {}, "source": [ "#### Euler Explicit\n", "\n", "Von nuemann 안정성 분석과 동일한 결과이다.\n", "- 실수측 $k \\Delta x = 0, 180$ 일 때 $\\sigma$ 가 최대이다.\n", "\n", "- $Real(z)$ 대해서만 분석하면\n", "\n", "$$\n", "Real(z) = -\\nu (1 - \\cos(k \\Delta x))\n", "$$\n", "\n", "즉\n", "\n", "$$\n", "\\min(Real(z)) = - 2 \\nu\n", "$$\n", "\n", "- Euler Explict의 최대 실수측 범위인 -2를 고려하면 \n", "\n", "$$\n", "\\nu \\leq 1.\n", "$$" ] }, { "cell_type": "code", "execution_count": 1, "id": "0a75394a", "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "from matplotlib import pyplot as plt\n", "\n", "import numpy as np\n", "\n", "plt.style.use('ggplot')\n", "plt.rcParams['figure.dpi'] = 150" ] }, { "cell_type": "code", "execution_count": 78, "id": "76349803", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, '$|\\\\sigma|$ for upwind scheme, EE')" ] }, "execution_count": 78, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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lsoL4TimpWJJeffVV/fWyZcsyMqbuEh+KcOTIkS6Xj1+mqzCGdBHvktTiYzuisbEx5e3G31ykskyyUIW24jQajeLTTz8FkChOKyoq9BuYDRs2oL6+Xo9lTUe8aW+JP7bufi7pwG63Y8mSJfjJT36CDz/8EDU1NXoMN2MMDz30UEJ3pqFDh+qve5JQlW7i41G1UJ9cIZfHThDZBIlTIiuITx7qqqXfZ599psclLly4EBMmTMjo2FJl+vTpelLQhx9+2GGLTY33339ff53O5gGdEZ8ZXlVV1emynRVsb8snn3zSpdiNd71feOGF7eaXlZXp3+WGDRuwdetW3arY1jquvd+wYUNCdn82WNGnTZum/543btzYaZvOSCSiC/BMUVhYiKefflrPRq+vr0+4MZo6dapuPf3www87DTHpC6ZPn66PZ926dVlhzU2VXB47QWQTJE6JrKCyslJ/3VlJFb/fj3vuuQdArHvUT3/604yPLVWMRiOuvvpqADGB/ac//anDZQ8cOIA1a9YAiImytt2OMoVWzglIFItt2bRpE3bs2JHydpubm/Hyyy93OP+9997Ts+nnzp2LsrKypMtp4vLUqVN48cUXAcR+G8OHD0+63Oeff56Q6Z4NllOTyYQlS5YAiCW6aWWakvHSSy+1y/jOFPHlteJvnARB0KsjeL1e/OIXv+iT8XSEKIr6eFpaWvCzn/2sX8fTHXJ57ASRTZA4JbKCRYsW6SV3Vq9enTRxo76+HkuWLNHdZf/+7/+edWWWvvvd74LjOADAd77znaTWx9raWr21obZcV2WY0sXs2bN16+mrr76K7du3t1vm2LFjuO2227q97e9+97t6C82227v77rv19w8//HCH24gXl5rYTWYN1aZFo1G88sorAGKxyvFu1f4kvhTaAw88oLdVjWfr1q343ve+1+t9vfvuu1ixYkWnyThHjx7FunXrAMTiIuNvBoFYy10tXvKJJ57AihUrOmxR6na7E2K+M8EPf/hD3QL5xBNP4Iknnug0Brq+vh4//elPsWfPnoyOKxVyeewEkS1QKSkiKxg5ciRuv/12vPTSS1BVFddccw3uvvtuXHzxxWCMYdu2bXj55Zf1C/D111+Pp59+up9H3Z558+bh4YcfxlNPPQWPx4P58+fjq1/9KhYsWACDwYBdu3bhD3/4g142Zv78+Z2KtXRjNBrxwAMP4Mc//jGi0SgWLFiAf/u3f8PMmTMRDoexefNm/OlPfwJjDNdeey3efPPNlLZ79dVXY926dZg3bx6+9rWv4eKLL4YgCNi6dSteeOEF3b15ww034MYbb+xwO/HiVBPvycRpaWkpzjvvPHzxxRedLtdfLFy4EF//+tfxwgsvoKmpCbNmzcLdd9+NuXPngjGGTz75BC+99BIYY7j66qvx9ttv93hfNTU1ePDBB/H9738fCxcuxOzZszF69GhYLBY0NjZi69ateO211/QQiQcffLBdBYhRo0bhhRdewJe//GWoqooHH3wQL774Im666SaMGTMGHMehqqoKmzdvxjvvvIMvfelLHdblTQfDhg3DK6+8guXLlyMajeKRRx7BH/7wB9x4442YOHEiLBYLPB4Pjhw5gs2bN+OTTz6BoihZ8RtI99gfe+wx/PjHPwYAfO1rX8NLL72UlnGmUoNVY+nSpZ3WbU7ntggCADXFJfqGVFqJ+v1+dumll3ba/s5oNLIf//jH7Xpe93SfqZJq+1LGGFNVlf3nf/6n3u+8o8fSpUuZ1+vtcuyPPvpor8belnA4zJYsWdLhuBwOB1u9enW32pc++uij7E9/+hMzGo0dbvfqq69mwWCwy/FNnDgxYb2qqqqky33rW99KWO6VV17pdLvdaV/a1WeeyrKRSIR96Utf6vS3/Kc//albLWWT8fLLL6fUOpLjOPYf//Efnf53Vq9ezYqKirrc1l133dWjz6S7y3766ads1KhRKR2fzWZje/bs6fGYvva1r+nLJmt/G4+23KWXXpqxsWvE/z6S/W67QypjSfZwuVwZ3RZBtIXc+kTWYLFY8MEHH+DFF1/E5ZdfjpKSEkiShMLCQsyZMwc/+tGPcOzYMfzoRz/qVR3FTMNxHH7+859j165d+Na3voUJEybAZrPBZDJhxIgRuPXWW7FmzRq89dZbaasr2R0MBgPeeust/Pa3v8VFF10Eh8MBk8mEMWPG4IEHHsCuXbt6VAHh9ttvx9atW3HPPfdg9OjRMJlMKCgowKJFi/DXv/4Va9asgclk6nI78Rak8ePHd9iEoK2lKRviTeORJAmvvfYa/vnPf+KKK65AYWEhjEYjRo0ahbvvvhtbt27F7bff3uv93H777di9ezeefvppXHfddRgzZgysVisEQUBeXh6mT5+O+++/H9u3b8ezzz7b6X9n2bJlOH78OJ5++mlcdtllKC0thSRJMJvNqKysxE033YQ//vGP+J//+Z9ejzsVLrroIhw+fBh//vOfcfPNN2PUqFGw2WwQRREFBQWYOXMmvvGNb+Dvf/87amtrMWXKlD4ZVyqka+zx5ciKi4v7avgE0a9wjHUQWEQQaeTDDz9MyLDuCyHRH/scTMR/vo8++igee+yx/h0QQQxA5s6diy1btsBsNuPo0aM50TGOIHpL9pqfCIIgCGIQ4/F49CTDBx54gIQpMWggcUoQBEEQWciGDRugKAqcTid+8IMf9PdwCKLPIHFKEARBEFnI+vXrAcRKfcU30CCIgQ6VkiIIgiCILOS5557Dc88919/DIIg+hyynBEEQBEEQRNZAllOCIHrEggULOuwiRBAEQRA9hcQp0SeMHDkSjz76qP56oO6TIAiCIIjeQXVOCYIgCIIgiKyBYk4JgiAIgiCIrIHEKUEQBEEQBJE1kDglCIIgCIIgsgZKiCIIgkiBw4cP4/XXX8ehQ4cQCoVQVFSEuXPn4vrrr4fRaEy6zkcffYS1a9fi7NmzEEUR48aNww033IDx48d3uJ9Nmzbh4MGDyMvLw5IlS2C1WjN1SARBEFkJJUQRBEF0wccff4xf//rXUFUVo0ePRlFREY4dO4ampiaMGDECP/nJT2A2mxPWefnll7FmzRoYDAZMnToV0WgU+/btA2MMDz30EGbNmtVuP88//zw2btyovy8sLMTPfvYzFBQUZPwYCYIgsgWynBIEQXRCU1MTfvvb30JVVdx3331YuHAhACAajeJ//ud/sGXLFvzlL3/BN77xDX2dffv2Yc2aNbDb7fjv//5vlJeXA4hZXx977DH87//+LyZOnAibzaavc+DAAWzcuBF33303FixYgKqqKjz99NN47bXX8G//9m99e9AEQRD9CMWcEgRBdMKHH36IaDSKqVOn6sIUACRJwj333AOj0YgPPvgAXq9Xn7d69WoAwA033KALUwAYN24cFi9ejEAggA0bNiTs5/jx4xg5ciSWLFkCk8mEyspKXH311Th27FiGj5AgCCK7IHFKEATRCcePHwcATJw4sd08h8OBoUOHQlEU7Ny5EwAQiUSwb98+AMCcOXParaNN2759e7tt1dfXo7m5GQDAGMOhQ4eQl5eXvoMhCILIAUicEgRBdEI4HAaABBd8PNr0kydPAgCqq6sRjUbhcDhQWFjYbvlRo0YBAE6dOpUwfebMmTAajfjud7+Lp59+Gt///vexZcsWXHXVVek6FIIgiJyAxClBEEQnOBwOAEBDQ0PS+dp07bmxsREAkgpTADCZTLBarfD7/QgGg/p0i8WC//qv/8KoUaOwe/duyLKMBx54ABdccEHajoUgCCIXoIQogiCITpg4cSI++eQTfPrpp7jlllsgiq2nzcOHD6O6uhoAEAqFEp4NBkOH2zQajfD7/QiFQglZ/kOHDsV//dd/ZeIwCIIgcgaynBIEQXTC/PnzUVRUhMbGRjz55JM4c+YMgsEgdu3ahWeeeQaCIAAAOI4DEIsVjX+fDKrgRxAE0TFkOSUIgugEk8mERx55BI8//jh27dqFXbt26fOKioqwdOlSvPnmm3qxfM0SqsWqJiMSiejbJgiCIBIhcUoQBNEFw4cPx7PPPovNmzfj2LFjUFUVI0aMwPz58/Gvf/0LADBs2DAAMcEKxOqjJiMUCsHv98NqtbYr3E8QBEGQOCUIgkgJg8GASy+9FJdeemnC9L179wJoLTVVUVEBSZLg8XjQ1NTULjHqxIkTAGKClyAIgmgPxZwSBEH0kAMHDuDEiRMYNmwYJkyYACAmYidPngwA2LJlS7t1tGmUhU8QBJEcEqcEQRBdcPLkSSiKkjDt+PHjWLFiBTiOw1133ZUwb+nSpQCAlStXoqamRp9++PBhvP/++zCbzVi0aFHmB04QBJGDcIzSRgmCIDrlsccew9mzZzFy5EjY7XY0NDTgyJEj4HkeX//613H55Ze3W+ell17C22+/DaPRiClTpkBRFOzZsweqquI73/lO0u5RBEEQBIlTgiCILlm/fj0+/vhjnD17Fn6/Hw6HA5MmTcK1116LkSNHdrjehx9+iLVr16KqqgqCIGDs2LG48cYb9RAAgiAIoj0kTgmCIAiCIIisgWJOCYIgCIIgiKyBxClBEARBEASRNZA4JQiCIAiCILIGEqcEQRAEQRBE1kDilCAIgiAIgsgaSJwSBEEQBEEQWQOJU4IgCIIgCCJrIHFKEARBEARBZA0kTgmCIAiCIIisgcQpQRAEQRAEkTWQOCUIgiAIgiCyBhKnBEEQBEEQRNZA4pQgCIIgCILIGkicEgRBEARBEFkDiVOCIAiCIAgiayBxShAEQRAEQWQNJE4JgiAIgiCIrIHEKUEQBEEQBJE1kDglCIIgCIIgsgYSpwRBEARBEETWQOKUIAiCIAiCyBpInBIEQRAEQRBZg9jfAyAIgsh2GGNgjEFVVf11sveMsXbrWa1WAIDf7wcAcByXsAzHcQkPnueTvm67HkEQxECFxClBEIMOVVWhqioURYGiKPrr+Od4AdobzGYzAMDn8/V63PFiVRAE8Dzf4TPPk2OMIIjchMQpQRADCsYYZFmGLMu6+EwmPHOReKEsy3Kny3YkYEVRhCiKEASBrLEEQWQlJE4Jgsg5GGNQFEUXoJoY1d4TrSK9MzSRqgnWeOFKEATRX5A4JQgiq5FlGdFoFNFoNEGEEr1H+yzD4XDCdI7jEoSrJEmQJAmiSJcMgiAyD51pCILIGmRZRiQS0cVoNBrNWRd8LsMY0z//eHie14UqCVaCIDIFnVUIguhzNJdzvAglIZr9qKqKcDicYGklwUoQRLqhMwhBEBmHMYZIJIJIJIJwOExCdACRTLByHAeDwQCj0QiDwQBJkij5iiCIlCFxShBE2iExOrhhjCUIVhKrBEF0BxKnBEF0G8ZYgrggMUp0RnfFatvfV7ZAv2kiE2Tjb72/IXFKEES34TgO0WgUoVCIxCjRbToSqyaTCUajMatiVkOhEJqamuDxeHrdkIEgksHzPBwOBwoLC2Eymfp7OFkBx+iKQhBECmjW0VAohFAoRPVEU6S4uBgA0NDQ0M8jyR1EUYTJZILJZILBYOi3cYRCIZw8eRIGgwFms5nqvxIZQVEUBINBRCIRjBo1Ckajsb+H1O+QOCUIQqetO1VVVd06GgqFyDraA0ic9g6e53WhajQa+9QFWlVVhXA4DLvd3mf7JAYvXq8XRqMRQ4YM6e+h9DvZ4zshCKJfiBekHMdBlmXdOhqJRPp5dMRgR1VVBAIBBAKBBPe/yWTKuCXT4/HA6XRmdB8EoWE2m+F2u0mcgsQpQQx6NEEaCAQQCoWo+xKRtcTHqra0tECSJJjN5oy43BljUFWVXPlEnyEIAlRVzdqEwL6ExClBDFK0OKdgMNiuExBB5AJa8waPxwODwQCLxQKTyQSe5/t7aARB9AISpwQxiNBiSIPBYLt+6gSRy2ilzADAZDLBbDbDZDLpFiiyRhFE7kDilCAGIPEXYs0VGgwGKamJGBRoMdMcx+lu//gMaBKqBJHdkDgliAEIx3GIRCK6257qMxKDEcaYnkwlCIIuVCVJ6u+hEQTRCSROCSLHibcCxWc2U2ITQbSiKAp8Ph98Ph8kSYLVaoXZbCa3/wAhFAphxYoVWLVqFaqqquB0OrFo0SL84Ac/QEVFRbe2tXz5cmzatKnD+a+++ioWLVrU2yETnUDilCByHM1K6vf7yW1PECkQjUbhdrvR0tICi8UCi8VC1tQcJhQK4cYbb8TWrVtRWlqKJUuW4MyZM3jllVewbt06rFmzBqNGjer2dpctWwar1dpuellZWTqGTXQCiVOCyFFUVUUwGITf7ycrKUH0AMYY/H4//H4/DAYDrFZrQhIVkRs8++yz2Lp1K2bOnInXXnsNNpsNAPCb3/wGjz76KB588EG88cYb3d7uY489huHDh6d7uEQKUL0NgsgB4q2hsiyjpaUFdXV1aGlpIWFKEGkgEonA5XKhrq4OXq+X2vPmCNFoFC+88AIA4IknntCFKQDcd999mDhxIjZv3ozdu3f31xCJHkDilCByAI7jEAqF0NTUhPr6evj9fnLfE0QGUFUVXq8XdXV1ekF0IkZ9fT1KSkowfvz4dvOeeuoplJSU4G9/+1ufjumzzz5DS0sLRo4ciSlTprSbf8011wAA3n333T4dF9E7yK1PEFkMYwzBYBA+n48spATRxzDGIMsyeJ7XH4OZ4uJiSJIEl8uFYDAIs9msz7vjjjvw5JNPYuXKlfjKV77SZ2Pav38/AGDq1KlJ52vTteW6w9/+9jc0NzeD53lUVlbiqquuwtChQ3s+WCJlSJwSRBaiZd37fD4qA0UQ/QxjDIqiQFEUCIIQi0kN+Pt7WN3HYu1VPC3HcSgtLcXZs2dRU1OD0aNH6/NKSkpQWlraqfu8qyz4ZKxatQrz5s3rcP7Zs2cBAOXl5Unna9Orqqq6tV8AePrppxPeP/bYY3jooYfw8MMPd3tbRPcgcUoQWYSqqnqCBolSgsg+FEUBC/ig/kffWQfThfHX/wCstq4X7ISysjKcPXsWtbW1CeIUACwWC+rq6nQR35ZFixZh2LBh3dpfSUlJp/MDgYC+72Ro0/3+1G8m5syZg9tuuw0XXnghSktLUV1djdWrV+OZZ57BE088AbvdjnvvvTfl7RHdh8QpQWQBWg3GQCBAMW4EQWQtmiWypqYmYXogEEBtbS2KioqSClMAeOCBB9I+Hu18mc4KC4888kjC+8rKSjz44IOYNm0abrnlFjz55JO4/fbbE8IaiPQyuANoCKIfaJt573a7UVdXR0lOBEFkPZo4ra6uTpj++uuvIxgMYvHixX06Hq0OaUeWUc2ymqxeaXdZuHAhpk+fDo/Hg+3bt/d6e0THkOWUIPoYjuMQjUbh8/kQDAb7ezhECnAcB57nwXGc/oh/H/86fh0A+ry8vDx9XvxNCGNMzwrXHvHv418TWYLZCn5F8qx0LXGKQxbWSrX0XqBpBehra2v1aW63Gz/72c8giiLuu+++Dtd97rnncOTIkW7t74EHHsDYsWM7nK8lKLW15Gpo04cMGdKt/XbE6NGjsWvXLtTV1aVle0RySJwSRB8iyzI8Hg9CoVB/D2XQw/M8BEHo8Fl7nS53YTosN6qq6g9FUfTn+NfafCJzcBwHWJLHbjIACuJE6gAr6N/WcsoYw/3334+GhgZ873vfw4QJEzpc94MPPuh2QtStt97aqTidNGkSAGDPnj1J52vTJ06c2K39doTb7QaQnv8z0TEkTgmiD1AUBV6vV3cxEZlHE5miKOqPVESnZq1UFAXRaLRTq2ay920tnIWFhQCAxsbGdvuMt8R2Zo2Nf68dlyRJKR2DLMv6s/YgK2zm0W4SBppI1cSpZjn9+c9/jvfeew/XX389vvvd73a67uuvv5728cyaNQsOhwMnT57E3r1729U6Xb16NQDgiiuu6PW+GhsbsWXLFgAdl64i0gOJU4LIIKqqwufzUTxphuA4rp0A1R5ta1LGlwOKRCJ9bnXMhGs+FeuvwWBot168WG0rXIn0Ei9SO0oUyiU0t35NTQ2effZZrFixAldeeSWef/75fhHgBoMBX//61/HMM8/gkUcewWuvvaZbNX/zm9/gwIEDmD17Ns4///yE9b797W9j586d+OEPf4ilS5fq07dt24ZQKIR58+YlHM/p06fxrW99C4FAAEuWLEFFRUXfHOAghcQpQWQArWe31+slUZomOI6DJEkwGAyQJAmSJEEU25/CNIvnYBBeqYjpjgS8JEkwGo0Jy2pF56PRaMKDfsO9R/uutJuHXCXerf/zn/8cixcvxh/+8AdIktRvY/rOd76DjRs3YuvWrZgzZw7mzJmDs2fPYvv27SgoKMCKFSvarVNVVYWjR4/C6/UmTD969CgeeOABlJaWorKyEiUlJaiursaePXsQCoUwYcIE/OpXv+qrQxu0kDgliDTAGAPHcWCMIRAIwOv1UtxfL+hKiGoiKhgMJohPclm3R/uskolzjuOSitb4mpEkWNNLfDH/XBSpZrMZTqcTbrcby5cvx69//et+FaYAYDKZsHLlSqxYsQIrV67EO++8g7y8PNxyyy145JFHupUMNWPGDNx5553YsWMHDh8+jM8//xwWiwWTJk3CtddeizvvvJNKSPUBHKMzDEH0GE2UAkAwGITX6x2QFrpMI4oijEajLkaTCdFcFUfFxcUAgIaGhn4eSerwPK/fFHR2cxCNRhGJRBAOh6EoSj+OOP0wxtDU1ITCwsKMuau1GOJcFKlE+mGMoaGhARMnThwwMco9hSynBNELOI5DJBJBS0sLotFofw8nZ4gXowaDQY/F00RPIBDISSE6UFBVFeFwGOFwWJ+WzJptsVh0K6uiKAiHwwNWrGYCLQ5ac/cPdkFCEBokTgmih6iqCo/HQxn4KdCZGI1GowgGg7qwISGanTDGEIlEEIlE9Gk8z+vfqdFoJLHaQ7SbsoGSNEUQvYXEKUGkSNu4Uo/HQ0KqA3ieh9FohMlkIjE6gFFVFaFQSK/bq4lV7UYkmVgNhUIIh8P0vSdhoCRNEURvIXFKEClCLvzOEUURJpNJFyaakCcxOnhIVawyxhKEKllVEyFXPzHYIXFKEClALvzkGAwGmEwmmEwmPWEmXqCEw2GqWjCIaStWBUHQLeraMwBEo1F9Obrxi0GufmIwQ+KUIJJALvzkcByniwqTyaS7HhVFgd/v1wUpQSRDURQEAgEEAoGE35LRaITdbofdboeiKAk3N4MdcvUTgxESpwSRBHLhJ6Ilu5hMJt3NGIlEdBFB5bOI7sIYS7CqalZ4o9EIq9UKq9UKVVURDAYRDAYTErEGI+TqJwYTJE4J4hyatZRc+DG0UkEmk0l3K4bDYQSDQYRCIXLXE2klvhKAIAgwmUywWCy6UNWaLmiNFwYj5OonBgskTgniHBzHIRwOw+12D9oEDVEUYTabYTab9RjSaDQKv9+PYDA4aD8Xom/RwkT8fn/Cb1Jz/WtJdoFAYFDeJKmqCsYYWVGJAQuJU2JQQ9bSWEa1dvE3GAwAYuLA5/MhEAgMWisVkR3Isgyv1wuv1wuDwaD/Vh0OB+x2OyKRiG5RHUxx4WRFJQYyJE6JQc1gtpa2jSNVVVVPVsna+D6mgmMRcGoEAAODAHACwPFgnACABzhKGhmoaK7/lpYWmEwmmM1mPU7V4XAgFArB7/cPqjhxsqISAxESp8SgYzBbS3me12tNiqKo15sMBAJ6YkpGYSp4xQs+6oYgt4BX/OBYGJwaAaeee2bh1tdqWJ/Pq2FwrGvRwcABnHBOuJ4TrZwAQNBfq7wZqmiDKrR5xE0Db8j850H0GC2ZiuM4mM1m/XdtsVgSQlEGgzWVrKjEQIPEKTHoGIzWUkmSYLVaYTabwXEcFEWB1+tFIBBI62fAqWHwshtC1A1eboEgu/X3sdct4JDZGEEODGAyOMhAL3SJyhnABBtUwQpVtEMVbFBEOxSpGIqhBLJUBPBS+gZO9Ait3FsgEIAoivrv3Ol0wuFwIBgMwu/3D4rwFLKiEgMFEqfEoGCwWkvNZjOsVqseSxoOh/V6pD2GKRAiDRAjNZDCNRCijecsoW7wajBNI+9/eBYB5GYIcjOQpNwmAwdVdEI2FEORiiEbSqAYiiEbisF4K0DioM+RZRktLS3weDy6NVXL9k/Lbz8HGKxW1FAohBUrVmDVqlWoqqqC0+nEokWL8IMf/AAVFRVdrv/pp5/i+uuv73K573//+/jud7+rv1++fDk2bdrU4fKvvvoqFi1alNpBEDokTolBwWCylvI8D6vVCovFAkEQoKqqnvncXesRp4YhhGshRaohhmsghqshRurAsd5ZoVTeAkVyQhVsYLwRjDOC8YbYa94Ixhni3hugckb9tTYfHHcuBlUBoIBjKsCUdu/BlJi1VpvHZPBqALzsA6+0ech+cGogZn3t6rMBgyC7IMguAIfbHJ9ZF6uIjgLM5eBkO5ho69XnRqRGvDU13mtgNBohyzICgQD8fv+AdvkPJitqKBTCjTfeiK1bt6K0tBRLlizBmTNn8Morr2DdunVYs2YNRo0a1ek2SkpKcMsttySdpygK/vnPfwIA5syZk3SZZcuWwWq1tpteVlbWzaMhAIBjA/nfOcA4fvw49uzZg6NHj+LIkSNwuVyQJAl//etfky6/bds2bNmyBSdOnIDb7UYgEIDVakVlZSWuvPJKzJgxo906+/fvx49//OMOxzB27Fj87Gc/Szrv0KFD2Lp1KxhjWLRoEYYMGdKzA00zjDF4vV74fL7+HkpGEQQBNpsNFosFHMdBlmX4/X4EAoGULsKc7IUUroYYqdGFqBBtSkmoxcMgQBXzoEhOKGIeVNEJRXRClWLPiujM7nhOpoBX/OceXvCyD5ziB6/4IMguiJEGCNHGHgl0WSpE1DQcUdMIRE0joBhKKIGrj9Dira1Wa7ubtmTlqBhjaGpqQmFhYc6Lu1zsLqUoCs6cOQNFUWAwGDBs2LB2yzQ3N8PlcuH3v/89/vjHP2Ly5MlYsWIFLBYLAOD111/HE088gblz5+KNN95IWNfn8yEUCkEQBOTl5XX6+axfvx5f/vKXMWTIEGzfvj1hWc1yum3bNgwfPrxXx8wYQ0NDAyZOnJjzv7neQpbTHOKf//wntm3blvLyH330ET7//HMMHToUY8aMgdlsRkNDA3bu3ImdO3fixhtv7PBOsbS0FBMmTEg6PRnr16/H73//e10ErV27Ft///vcxbdq0lMebTjQ3vqIocLlc2Zt9ngZEUYTNZtPjSSORCLxeb+etHxmDEK2HIXAMhuAxiKEzEBRvyvtk4KEYShA1lkMxlEIR82OWUDFmDc1pwcUJUEUHVNEBoDz5MkyNWU0jDbEQh2j9uVCH+k5DG8RoE8RoE8zenQAAlTcmiFXZNAyMN2bgoAhVVeHz+eDz+WA2m2Gz2WC322Gz2RAIBODz+QasVyUXu0s1NTWlVMNWlmXdqvnoo48mXKO++c1vYvXq1di8eTN2796tX4/q6+vh9bae7zweD4YMGaLXdm7LP/7xDwDAjTfemHMiP1chcZpDjBs3DiNHjkRlZSUqKytx7733drr8DTfcgHvvvRd2uz1h+pEjR/DTn/4UK1euxLx58zB06NB2606YMAHf/va3UxpXOBzGyy+/jEsuuQS33347IpEIfve73+GFF17Ac889l/oBphGO4xAKheB2uwdskW6DwQCbzQaTyQQg5try+XwdCnE+6oYheAyG4FFIgWMpi1GVM0A2lscehgrIxgrIhpLBnQzE8VCkQihSIWBNvInjFF/MunpOrJq5FsB/Bly0pd1meDUMY+AIjIEjAGJxrLKhLCZYzTHBqkoFfXJIgwmtLqrJZILNZtPDYILBIHw+34BMntJiUUVR7LFAra+vx+TJk5Gfn49Dhw4lzHvqqafw5JNP4tlnn8VXvvKVXo01GAzC6/XC4XDA4/F0uuzu3bvh9XoxcuRIXHrppe3mX3PNNThw4ADeffddTJs2Td92UVGR3tChrq4OLpcLxcXF7db3+/1Yu3YtAOCmm27q1XERqUPiNIdYvnx5t5bvKMZm7NixuOiii/DBBx9g//79ScVpd6iqqkIoFMJdd92lu1Nuu+02fP/734fP54PN1rdxdowxeDwe+P3+Pt1vX2E0GmGz2WA0GsEY0y+obWs7ckoAhuBxSIGjMASPQow2dbltRbCfE6IVkA2xZ0UqyG1LaB/DBBuiZhui5tj/z1xcDDCGxpojkEKnzj1OQwzXtAuZ4MAgRWogRWoAz2cAYqEAEet5CFsmIGoeea4sFpEOtHJUBoMBdrtdL0WlCZiBSG+SpYqLiyFJElwuF4LBIMxmsz7vjjvuwJNPPomVK1f2Spxqrm2DwQCn09mlOD1yJHZjN3Xq1KTzten79+8HEDOmGI1G5OXlAYD+uqPve82aNQgEApgyZUpSb6LG3/72NzQ3N4PneVRWVuKqq67q9bV1MEPidJCiuSY6cmN0B+1P/sUXX+CCCy4AABw8eBAGg0EXq5lGc+PLsgyXyzUgi3CbTCbY7XZIkgTGGPx+f6IrUo3AEDoJKRCzjiYTP22JGsoRtYxBxDwasnEIVNHe6fJED+E4qFI+wlI+wvbpsUlqGGLobIJg5dX2meRitAmi+xNY3J9A5U2IWMYhbJ2AiGUcmNA+AYPoPpFIBE1NTZAkSQ+RMZlMqK+vT2plZIzBH809j4xV4vWqJT1JluI4DqWlpTh79ixqamowevRofV5JSQlKS0uxe/fuDtfvKrM9Gb/+9a87TEICgLq6OgBAeXnyEBxtelVVFYBY/G00GtWtyAD02NNkaCEDX/rSlzod59NPP53w/rHHHsNDDz2Ehx9+uNP1iOSQOB2EnDp1Cps3b4YgCJgyZUrSZWpra/G3v/0NXq8XdrsdEyZMwPTp05PG2xQWFmLGjBl46qmnMG3aNESjUezbtw/Lli3rs/gcjuMQDAbhdrsHXAau1v1GkqSEuDlVVcEpQZj8+2H07YUhcAwcOo+Zk6VCRM2ViJwTpCRu+g/GGxG1VCJqqTw3QYUQadCFqhQ62c7azashmHx7YPLtAQOHqGlEzKpqnQBFKqbyVb0kGo3C5XLB6/XCarWC4zi9WYUm6ADAH1Vx2z+O9PNou89fvzQWNkNMhPXUzV9WVoazZ8+itrY2QZwCgMViQV1dHRRFSSr2Fi1alDSxSUNRFL3CgslkgqqqKCjoPKwlGGyN8W5oaIAoirBYLDAajfqYAOieNKvViubmZpw9exZmsxnRaBThcDhpVn1dXR0+/vhjCILQYZmpOXPm4LbbbsOFF16I0tJSVFdXY/Xq1XjmmWfwxBNPwG63dxmCR7SHxOkgYNu2bfjss8+gKAoaGxtx6NAhiKKIb37zmygpKUm6zqFDh9rFFA0fPhwPP/xw0jvUf//3f8fLL7+M7du3Q5IkLF++vMs7zXQxUN34kiTB4XDo7nuv1xsrfxMNwOg/AKNvDwyBo50KUkWwxYnRSqhSfh8eAdEtOB6KsRSKsRShvFkAAD7qgjFwEAb/wXY3HxwYDKGTMIROwtb0DmSpABHLBISt551z/9PpvafIsqyXndMSiXieh6qqAy5pqrtufu38X1NTkzA9EAigtrYWRUVFHW7rgQce6HC7jDFUV1cjGo1i2LBhuoXz9OnTnY5Hu2EIh8N6CEBzczOsVmvS6xvP8ygvL0djY6PeuKG0tDRpGaiVK1dCURQsWrSow2TgRx55JOF9ZWUlHnzwQUybNg233HILnnzySdx+++0JIRBE19DZaxBw6tQpfPTRR/p7SZJw55134pJLLmm3rMViwbXXXovZs2frJ6GTJ0/ilVdewZEjR/Df//3f+OUvf9nOXW+1WvGtb30rswcSx0B244uiCLvdDrPZrLvvvS2NkLz7YffthSFwuMMyRrHs79GIWCoRMY85V6qIrGm5iirlI5g3F8G8ueDUMKTAUV2sCkpiaTQx2gyxZRMsLZug8maE7NMQss+AbBxKv4Fe0Fag8jwPYWDp0265+bXrQnV1dcL0119/HcFgsNu5ERoejwehUAglJSUpC2VJknTLqtFoxIgRIxAKhdDU1AS/34/6+nq94Uq8+DQYDCkV5k/VpZ+MhQsXYvr06di1axe2b9+O+fPnd3sbgxkSp4OAG2+8ETfeeCMikQhqa2vx3nvv4Q9/+AO2b9+O7373uwlxp6NGjWqXSDV58mT89Kc/xY9//GN88cUXWLt2LW644Ya+PowEtGx8l8s1YNz4PM/D4XDoJaGCPjdCtVshtexCYeBgx4JUsCFkm4ywbQqiphGUMDNAYbwREdskRGyTAKZCDFfB6D8IQ+AgpHCiUODVICwtW2Bp2QJZKkHIMQMh+3SoYl4/jT730UQqz/OwG0W89uWJUFQlp6qBWKWOw6xSdfNr7u/a2lp9mtvtxs9+9jOIooj77ruvw3Wfe+45PYGp7b79fr9ei1ZDVVXccMMNGDduXNLt2e12VFbGwmJqamr0snomkwlnz56F3+/HqVOnAKDbdbcPHz6MvXv3wmq14qqrrurWuhqjR4/Grl279LhYInVInA4iDAYDhg8fjnvuuQeCIOCdd97BO++8g2uuuabLdXmex3XXXYcvvvgCu3fv7ndx6vP5uszizBU4joPdbo/d2atRRGo/g1K3OWYpZcktwipvQdg2GSHbVMrgHoxwPGTTMMimYfAXLgYvt8DgPxgTq8GjCTcyYrQetqa1sDa9i4h5DEKOGQhbJw3uUmA9hDEGRVHAcRysBgEcJ+jxqLkkUjtDluVOi/a3tZwyxnD//fejoaEB3/ve9zrNaP/ggw+6nRC1YMGCTudPmjQJALBnzx59muZ9crvd2LkzVlN44sSJ3dqvVtt06dKlPU7sdbvdAJA0ZIDoHBKng5SLL74Y77zzDrZt25aSOAVa75i1P1x/wBiD2+1OCILPZWw2G2w2G7hgNeTD/wAaNkNQw0gmNVXehLB1MsL2KYiYK0mQEjqqmIdQ3myE8maDU0Mw+vbB5NkBQ+iEvgwHBmPwCIzBI1B5I8K2qQjZZ5yztpPbvztoVkaO4yAIQkJM6kAQqYqi6G7+tmjiVLOc/vznP8d7772H66+/PqHnfDJef/31pNOPHTsGQRBgMCR2jmOMIRQKQZZlXQyXlZUlCOdZs2bB4XDg5MmT2Lt3r57kK0mxmy+tRukVV1zR1WEn7HflypUAeubSB4DGxkZs2bIFQMdlroiOIXE6SHE4HADQLeujlnCkFX3vK+K7PTU3Nw+I+FKj0Yg8uxV8y16ox9cBnkNIJg9U3oiwdSLCtqmIWMZQkgvRJYw3IeSYiZBjJvhoM8yeHTB5d0CQXfoyvBqG2bMVZs9WyFIhQvbzEbLPoIS5bqKJVD0W9ZxI1cRdLtNRHKpmpKipqcGzzz6LFStW4Morr8Tzzz/fq+5TiqJ0aHRQVbXDeQaDAV//+tfxzDPP4JFHHsFrr70Gq9UKVVXxyiuv4PDhw5g9ezbOP//8hPW+/e1vY+fOnfjhD3+IpUuXJszbsmULzpw5g7KyMlx88cUdjnnbtm0IhUKYN29ewrGfPn0a3/rWtxAIBLBkyZKU4luJROhKN0g5cOAAgI7bkSbjs89iRcE7Ku6fCTRhGolE0NzcnPNWCUEQ4DAxGN0fQz2yAWrE3W4ZlTMgYj0PIdtURCxjyf1K9BhVKoC/8HL4CxZBCp2CybMdRt9e8Ky1i5gYbYKt+X1Ym9cjbJ2EQP7FkE296xE+2NAspppAFUVxQGT2J4tDjXfr//znP8fixYvxhz/8QbdU9gQtbrQtWra+wWDotATVd77zHWzcuBFbt27FnDlzMGfOHBw/fhx79+5Ffn4+VqxY0W6dqqoqHD16NGnxfS0Rqqt2pUePHsUDDzyA0tJSVFZWoqSkBNXV1dizZw9CoRAmTJiAX/3qV10dPpEEEqcDlJaWFmzcuBGLFi1qF++yZ88e/OUvfwHQPp5n3bp1mDNnTkLLU8YY3n//faxZswYcx3XLPdJbBkz9Usbg4OphatoENG2HytpftKKGcgTz5iJknwbwhiQbIbIJno8VNNce8e/j0d5bLJZ2v2HGWEINzbb1NNMGxyNqHoWoeRS8xdfC6N8Ps2cHpOAxvVEDBwaTfx9M/n2ImEYg6JyPsHUidQfrBppI1SyoWsH7XL+pjo9DNZvNcDqdcLvdWL58OX7961/3Spj2FK0mqpYAtXLlSqxYsQIrV67E22+/DbvdjqVLl+InP/lJp8K2LeFwGKtXrwbQdbvSGTNm4M4778SOHTtw+PBhfP7557BYLJg0aRKuvfZa3HnnnVRCqodwLKev+IOLHTt24F//+pf+/siRI+A4DmPGjNGn3XjjjZgxYwbq6+tx//33w2AwoLKyEgUFBQiHw6ipqdE7ZSxduhRf+9rXEvbx7W9/G83NzRg6dKjeZ/j06dN6p5Q777yzx5mLPcHj8cDn83W9YLaiRmAL7oOlZTMQONtuNoOAsG0yAnlzY9Yqiv3rN7SLb/xz/OvOBGgmiBeqmsDRMsbjn7XXPYGPumHy7oTJuw1itLndfEUsQMA5DyHHBWC8sbeHlFMwxtDU1ITCwsIefd9aPCrHcXoiVa5fbjtLlMoEnVlOtXk8z8NgMOjW6nA4rDcBKCsr6/MwtN6gtW6dOHFin5xjshmynOYQHo+nXRkOxljCNC2GNC8vD1/96lexf/9+nD17FseOHQNjDE6nExdddBEWL16sZznGs2zZMuzevRtnz57F3r17oSgK8vPzcfHFF+Oqq65KEMKZRFVVuFwuhMPhPtlfuhEiDbB4P4fJsx2c0j5WShHzEHTMRtAxE4xahvYJPM9DFEWIoqi7XrXXnV1wNWEYLwo1K2cyqyeABBGitfdtaWlJ2G681bWt8G37nud5SJLU6QVLG5ssy+0eHYkiVXIiULAQgfxLYfAfhMX9MQyhk/p8QW6GvXE1rM3vI+iYhaDzIqiio8vPmkiMRx0orv7OEqX6GkEQ4HQ6EQ6H9S5PWkcvu92OvLy8tLTnJvoHspwSWYcsy2huboYsJ6/rmc2IoSpYm9+HMXAw6fyIuRLBvDkIW8+jbPsMIYoiJElKEKCiKLYToJo1K976mMwi2dtTpOaBaGho6NV2gFZrXDLLbvy0tiJWO554wRqNRpMKJTF0Bhb3JzD69oFDokWWQUDIPhVB58WQjcl7mQ8Uems5bYv2HQ2E0lPxVmEifZDltBW6rSCyAi3xKRqNoqmpKedO3DFRuh7GwBft5qmcESHHDATz5sQ6NhFpQxOikiTprr22IlRRFESj0XbWxFy0YGnWuK6IF+XxIr1tqR5VVRGNRhGNRhGJRGKfk2kYPGVfBh91weL+FCbPNvAs5sHgoMDs3Qmzdyci5jHw5y9A1JI8mYVIJL7TlCbscvE3CKResJ8gegqJU6Lf0YRpOBxGc3NzTsVlieHqmCj1H2g3TzaUIpg3ByH7+YMuXi8TaHUQDQYDJElqJ0Q1oaWLrHMCNJd+T+lCE+Bt0dye8aJekiQYja2/z1bB6kDUUQF38ApIri2wtGyCILeGJhiCR2EIHkXEPAa+wishm4b2ybHlMpqoGygJUyRQiUxB4pToVzRhGgwG4XK5ul4hSxDCNbA2r4fJv7/dPNk4BL6CyxCxTKAEp14gCAKMRiMMBgOMRmNCnJuqqroI1R65aoXqSxhj+ucVXzeyrVhNEKz5+ZBLhiISWopIw2eQ6j+AGK7S1zUEj6Lg7FGErJPhL1xM3oEUGEhWVBKoRCYgcUr0KxzHwe/3t0sWyVaEcO05Ubqv3TzVPBQe50JELOeRKO0BnYlRTUxpgjRXL+TZimZpjRes8ZZqo9EIi80O2C4HG3kZlOb9UE+tAu87qi9v8u+D0b8fIccF8OdfBlVy9sOR5A4DyYraVctTguguJE6JfsXr9SYtgpxtCJG6mPvet0+vC6nBLMPgL7gMAeM4EqXdgOM4GI1GmEymTsVoOBwelK75/kbr2KMJVp7nW28e8iZAOv//gbn2Qj35T8B3CkCsVqrZsw0m7y4E8+bAn78ATKC+4p0xUKyo2phJoBLpgMQp0S8wxuDxePSWqNmKEKk/J0r3thOlsAxFuHQJWvhRVKg8RTTrqCZINVcgidHsR2shmShWh8Ew7nsw+vYCZ14HgnUAAI7JsLg/gcmzFQHnfASdF1PcdScMFCtqNpWaInIbEqdEn8MYg8vlQigU6u+hdAgve2Ftehcm744konQI2NBr4OZHIyrnnoWjr5EkCSaTCSaTSe8kwxhDOBxGKBTSi2YTuUWrWAWAkRCHfwdW/y4Y6taCi7oBALwahq15PawtnyFQuAh+20xqx9sJA8GKqglqEqhEbyBxSvQpqqqiubkZkUik64X7A6bA3LIZ1ub3wattGgCYK8CNuA4B03nw+vyAmlsXjb5EkiSYzWaYzWb9IqW1G9QEKVlHBxaywtBimgYMmwirZwssrg/BKQEAAKf4YK1/E1bPFoSH3AS/NCon6xj3BcmsqLlWdUKrD0xF8ImeQr8cos9QFAXNzc2IRqP9PZSkSIHjsDe+CTFSlzCdmcogjFwOtWAmXO4WRHzZHYrQXwiCAIvFArPZrF+UZFmGz+dDKBTK3hsSIr3wEvzOixGwz4TF/TEs7k/AsXP/+VA9jMf+F6biWVCH34yAbEAwGMw593VfEG9FFUWxV21q+4P4WqgE0V3oV0P0CYqioKmpKSutJbzcAlvj2zD59iRMV3kzuBE3QBx6GcLhKNyNudccINPwPK9bSLUC74qiwOfzIRgMZu2NCJF5mGCGv/AKBPLmwuraAHPLZ3rHKdbwObjmPbCPvBH28kWIRlut6rlkIcw08QIvF9388VZgKjVFdAcSp0TGyVphymRY3JtgaV4PnrVa9Rg4yAVzYBz7ZXAGR04kbvU1miDVkppUVUUgEEAwGEQ4HO56A8SggYl2+IqvRchxIez1qyCFz8RmKCGox/4KVrMR0tg7kZ8/BowxhEIhBAIB+h3FIcuy3p4219z8WptgEqhEd+BYrvzCiZxEURQ0NjZm3d2+FDgCe8NqiNHEfudR41Bwo2+DqXgiZFmGy+Ui6985RFGExWKBxWLRe4SHw2FdSAy0U4l2PIyxdq81oZAKxcXFAICGhoYulhwEMBUmzzbYmtaCV1trqsZuCC8CP+omGK0FAFpjlP1+f794LBhjaGpqQmFhYdaIqvie9rnm5o8fO5EcxhgaGhowceLEQf85kTglMoaqqmhoaMgqYcpH3bA1rmlXRF/lLQiWXA3rqCshSrE4OLfbPeAEV08wm82wWCx6x6BoNKpbSbPt4sgY093D2kOrCtDZNC2BQ9tGKt+7VqQ+vnFA/LP2KCoqgslkgqqqcDgcMJvNdOFRfLA1vgOzd0fCdFWwwV+8DELpRbBYrRBFUb8J8vv9fWpNzUZxqqElS2lu81xBa5+bbnbv3o2PPvoIO3bswI4dO1BbWwuj0YgzZ870eJuhUAgrVqzAqlWrUFVVBafTiUWLFuEHP/gBKioq0jj6VkictkLilMgIWltSj8cDn8/X38OJufBdH8Pq2tCanIGYxSbomAU2bDkcBeUAgJaWFgQCgf4aaVbA8zysVissFgsEQQBjDMFgEIFAoN8Tm2RZhsfjQUtLS9JHtgnmtoiiCLvdDrvdDofD0e611WodNIXMpeAJ2BtehxipT5geMY+Gt/g6iPZhsFqteviILMvw+/0IBAIZv3HMZnEKQLfea27zXLiUZ6qL1B133IG1a9cmTOuNOA2FQrjxxhuxdetWlJaWYs6cOThz5gx27NiBoqIirFmzBqNGjUrH0BMgcdoKiVMi7Wgxpvn5+ZAkqd8FqhQ8Dnv9SojRpoTpUdNweIuuha1sEiwWC2RZRnNzc05ZItKNJEmw2WwwmUy6GAgEAggEAn0q+hhj8Hq9qK+vh8vlQktLC9xuN1paWgZ8/C/P87DZbCgsLERxcTGKiopQXFwMh8MxMC9YTIbF/Smszevb3DgKsYQq53wIoqSHlAiCoNdY9fv9Gfu/Zrs4BXLLza8JU625QDpd/M899xyCwSDOP/98TJ8+HZMnT+6VOH388cfx9NNPY+bMmXjttddgs9kAAL/5zW/w6KOPYu7cuXjjjTfSMvZ4SJy2QuKUSCvxMaYcx6GoqKj/BCqTYW16L1bKJq6QvirY4CtcgkjeBSgoLILBYEAoFILL5coJ60MmMBqNsNlsuutec6P2RaMExhj8fj/q6upQX1+P+vp61NXV9WrfgiDohf+1jlRtH/GdqkRRBMdx+gWh7ev4aZoQiEQiekertq/jp2nH53a7e2V11kIE4gVrQUHBgCnVw0ddsDeuhtH/RcL0iHk0PCVfgio5AcTCTKxWq14dIhQKwev1pj02PBfEqYb2+1VVNavCqDTihak2vkzGoJaUlPRYnEajUUycOBEtLS1Yv349pkyZkjB/wYIFOHDgANatW4dp06ala8gASJzGMzDOakRWoFlMtZMPYwyNjY0oKiqCw+EAgD4TqEK4Bnl1r0GM1OrTGDgE8+bCX3A5RJMDxQUFEAQBXq8XXq+3T8aVbZhMJtjtdkiSpIuoTFqjACAQCOhCVHvubhgFz/Ow2+3Iy8tr93A4HLpwyQbiE6LC4TA8Hg88Ho/+u9NeezyeTgV5JBJBdXU1qqur9Wk8zyM/Px/FxcUoLy/H0KFD4XQ6c/LCpkr5aCm/Awb/Adjr34CgeAAAhuBxFJxZAW/xcoTt0/QWqpqV32w2w2QyIRwOw+fzDcos/7ZF+zP1/21oaMD06dPhdDqxf//+hHnPPPMMnnrqKfzqV7/Crbfeqk9PJkyB7M3i/+yzz9DS0oKRI0e2E6YAcM011+DAgQN499130y5OiVZInBJpoaNyUX0uUJkKs/sT2JreA4fWE6EsFcNTejNk01CYzWY4nU4AgMvl0nuFDyYsFgtsNhtEUYSqqvD5fPD5fBlxCwYCAZw5cwanT5/GmTNnuvX9OxwOFBcXtxOgdrs9J+MyjUYjiouLdcHalmg0qsfTNjY2oqGhAY2NjWhpaUm6vKqqaGpqQlNTEw4ePAgAsFqtGDp0KIYMGYKhQ4ciLy8vqy7+XRGxTkTz8JGwN7wOk28vAIBXQ8irexUh/0F4i68DE0yIRqNwuVzwer26SC0sLEQkEtEbPwwm4vvaa0X70+0J0jxhbrcbwWAQZrNZn/fVr34VTz31FF5//XVdnHYkTDU0gZpN1n9NdE+dOjXpfG16W3FOpJfs+UUQOYt2gezobr2vBCofdcFR9w8YQicSpgfy5sJXuATgDXrySbZ3q8oEHMfpolSL2/N6vWkv1SPLMqqrq3HmzBmcOnUKjY2NKa1nt9tRUlKCkpISlJaWoqSkBCaTKW3jygUkSUJhYSEKCwsxevRofXo4HEZTUxMaGhp0wRrvpYjH7/fj0KFDOHToEADAZrNh6NCh+kP7D2YzTLDAU/plRCwTYGt4EzyLWUNNvl2QQifhKb0ZUXMsIUWWZbjdbni9XlitVlitVhQUFCAajerNINI+PsYgR7MxBEgFxyngBQEcx0NtE4cqSlyvblQ4jkNJSQmqqqpQW1ubkBRUXFyM0tJS7NkTa2aSTJjedNNN2Lx5c7f2uWrVKsybN6/HY+4uZ8+eBQCUl5cnna9Nr6qq6rMxDUZInBK9gjGWUhJRRgUqYzB5d8LW+CZ4tdWlpwh2eEtuQsQ6DhzHIT8/HyaTCZFIBM3NzVmdPJBOOI6D1WqFzWYDz/NQFEWvSJAOy4oWm3f69GmcPn0aVVVVXca9Wa3WBBFaUlICi8XS67EMVIxGIyoqKhJK2CiKArfbjYaGBtTV1eHs2bNoampqt67P58PBgwd1y6rD4cDQoUMxevRoDB8+PKusVglwHEKOGYiYR8JR9xoMoVMAAEF2w1n1fwjkXwp/wWUAFxu/oih6bLsmUvPz82G32+Hz+dJagUOOMqxd5Unb9vqKJdc7IBl6Z0UvKytLKk6BWDxwXV2s/XMyi+mCBQswdOjQpNuNj/OOp6SkpFfj7S7a76Sj85E2faAnZvY3WXpWInIBxhhcLlfKSR6ZEKic4oe9/vV2dUtDtinn3H9WCIKAgoICSJKEQCAAt9vdq33mEhaLBXa7HYIg6CWY0nGRlmUZp06dwrFjx3D69Okut2mz2TB8+HAMHz4cFRUVevYr0XMEQdCtrBMmTAAQu7BWVVXh7NmzOHv2LFwuV7v1PB4PDhw4gAMHDkCSJIwcORKVlZUYOXJkVsXqaqhSAdxD7oXF9RGsze+DgwoODFbXhzAEDsNTegsUQ6uA0TwC8SLV6XTCarXC6/UOOnd/uikrKwMA1NbWJkwPBoOora3VXf/JXPn3339/p9vuTnOLTKHdsOdSKMxAhMQp0WNaWlq6faJPp0A1+A/BXv8vCEprMpPKm+AtvhZh23SA42AwGFBQUACO4wZFGSINk8kEh8Ohx5653e5ei1JFUXDmzBkcPnwYx44d6zQkQpIkDBkyRBek+fn5dLLvAywWC8aOHYuxY8cCiFl34sVq2xuzaDSKI0eO4MiRIxAEAcOHD0dlZSVGjRqVEE/Y73A8AgULEbGMgaPuNYjRWKiIFK5GwZnn4Su6GkHHbCDuN8YYg8/ng9/vh81m0939kUgEHo+n3+v15iqaOK2pqUmY/sYbbyAUCuH666/vcdUAzZvVnwLVarUC6Ngyqp1HteWIzEDilOgW8cX1eyp2ei1Q1QhsTe/A0rIlYXLbkjMmkwn5+fl66MFgyOI1GAx6trqqqvB4PPD7/T1236uqiqqqKhw5cgRHjx7t9GakpKREF6Pl5eX9bgEhYhfQcePGYdy4cQBi/7OzZ8/ixIkTOHnyZMINhqIoOHHiBE6cOAGO4zB06FBUVlaisrIyay7EsmkYmof9O2yNb8Pi+QwAwLEo7A1vQAydhrf4eoCXEtbRaubGi9SioiKEQiF4PJ4eZbaLEocl12d/7K4Gz/PgBQGiiIRuaD1Bi7mMt5y63W48/vjjEEUR3/zmNzsUps8//zyOHj3a5T7iXfwPPPCAfrPVF2hhB23Ft4Y2fciQIX02psEIiVMiZTRh6vf7e+2O76lAFcPVcNS+oltOgFixbl/hlQg65wFcLIPbYrEgLy+vy2StgYIkSbDb7TCZTLrFqKfZ94wx1NbW4vDhwzhy5EiHNyGSJGH06NEYNWoUhg0bll2WNiIpNpsNEyZMwIQJEyDLMk6fPo1jx47h+PHjCTdvjDGcOXMGZ86cwYcffoihQ4di0qRJqKys7P8YVd4AX8lyRKzj4aj/F3glZuEye3dCjNSjpeyr+g1qPPE3a3a7HWazGSUlJQgEAvB6vd2y9HEc1+vYzb6G41RwnABBEHqVyd/WcsoYw4MPPoiGhgZ897vf7VRIfvjhh91OiLr11lv7VJxOmjQJAPTErrZo0ydOnNhnYxqMkDglUkITpsFgsMOyNj3ZZncEqtG7G476fyV0kYkaymIxZ8YyfZrNZoPD4YAsyx1mNA8UeJ6Hw+GAxWLR+8p390Kr0dzcjC+++AKHDx/usO6rIAgYOXIkxo0bh5EjR0KSpKTLEdmPKIoYPXo0Ro8eDUVRUFVVhWPHjuHYsWPtbki0sACj0YgJEyZg0qRJKCoq6qeRx4hYz0PTsP9AXu0reoUOKVyFgrPPo6XsK4iaRyddTwtz8fl8+n/HbDbD7/fD6/UO2EYc8XVFRVGELMs9Ota24vTJJ5/EunXrsHz5cjz44IOdrvvPf/6zW/vSmgv0JbNmzYLD4cDJkyexd+/edrVOV69eDQC44oor+nRcgw3qEEWkjFbOJt102UmKqbA2vQure2PrJHAIOC+Gv3Cxnq0LAHl5ebBarYMiI99qter1PnvqolRVFSdOnMCePXs67KbC8zyGDx+OsWPHYvTo0XoXKSI14ovw5wKqqqK2thZHjx7FsWPHOrxRKS0txaRJkzBu3Lj+TaRiCmyNa2BpabXIMfCxONS8ixLiUJMRHwqjZfwHg8Gc6hDVXTTR15OWpydOnMD8+fNRXl6OO++8E7/4xS9wxRVX4Pe//31GblZ7IlBT6RD17W9/Gzt37sQPf/hDLF26NGHeL37xCzzzzDO48MIL8dprr+lhLVr70tmzZ+siNZ1Qh6hWSJwSKRGNRtHY2Jgxq0JHApVTgnDUvQpj4LC+rMqb4Sm7FRHLuIRt5Ofnw2w2IxwOo7m5ecBaQAwGA/Ly8iBJkp6B393EtEAggP3792Pv3r0dWquHDh2KcePGobKyklz2vSDXxGk8WojH/v37cfjw4aQ3P5IkYezYsZg8eTJKS0v77aJq8myHveF1cKx1jEH7DHiLl7eLQ02GxWKBw+EAz/MIh8Nwu92oq6sbkOIU6LlADQaDGDNmjP7+8ssvx+9///uM3rR2JVDXrVuHp59+Wn+/fft2cByHGTNm6NMeeughLF68WH+/fPlybNq0Cc8991xCRysAemLX9u3bUVpaijlz5uDs2bPYvn07CgoK8PbbbyfUIU4XJE5bIbc+0SWaezyTYi+Ziz/YfAx5NX+GGG211sqGUrSU3w5FKtSncRyHgoICGI1GBIPBpOVzBgJtXfhauZxUvxdNaOzZswdHjhxJekEqLCzEpEmTMHbs2KxJgiH6D47jUF5ejvLyclx88cU4cuQI9u/fr9eyBGI3rlppqsLCQkyePBkTJ07s85CPkOMCyIYS5NX8RW99avbugBip6zAONZ5AIIBgMKj/x4qLi1FfX98HI+8ftJanWvvQVEOBtA57brcb1113HVasWJHx71qW5U4FalNTE7Zv354wjTGWMK07Xj+TyYSVK1dixYoVWLlyJd555x3k5eXhlltuwSOPPELJUH0AWU6JTlFVFQ0NDX0Wt6lZUIWWPVAO/g5cXFH9kHUSvKVfAuNb79B5nkdhYSEkSYLP54PHk3uFsVOhrQu/paUl5e9ElmUcPnwYe/bsSXqx5XkelZWVmDp1KioqKgb9HXu6yWXLaUc0NDRg//79OHToUNIqGCaTCdOmTcPUqVP73OrOyV7k1f4NhtBJfZoqWNFSdpveVaorJEmCw+HA0aNHUVRU1OsM92ymqxajvV0+XXAc1//JeBmGLKetkDglOqRfSjAxFVbXB7A2r0+Y7CtYjED+Aj0bH2gtQi6KYvJY1QGAJElwOp09cuH7fD7s2rULBw4cSLqO1WrF5MmTMWnSJCqKn0EGojjVkGUZR48exf79+5O2cxRFEZMnT8b5558Pu93edwNj8rk41NZyc7E41KUI5s3tMg4VaD3/lZSU9IsY60s0wckY6zRuvb+EqUY2FOnPJCROWyFxSrRDy8zv66L1nBqGo+41GP0HWicKJoSH34EWIdHiIQgCioqKwPO83opzoGG323XRqJWGSuXv6vP5sH37duzbty/pBaSiogJTp05FZWXlgD7RZwsDWZzG43a7sWfPHuzfv79dgwae5zFu3DhccMEFKCws7GAL6cfk2QZ7/evg0Po/CORdBF/R0oQb3WTEJ0SJogiejy3fkySiXEATfh0J1P4Wpm3HMRAhcdoKiVMiAU2Y9nWbTyHSiLzaP0OMtLqdZakIwsQHIOWNSLCMxgtTt9uNYDDYZ+PsC+KtpZFIBG63O6Us/M5EqSiKmDBhAqZOndrvJYByDUVmCIdUhEKx53CQIRRSEQkzqCqgKgyKAqgqg6pAf60osXmMcVAVBo4HeAEQeC72LHDgz03jBQ4Cf+5ZAIwmHkYT1+5ZELL/ghUKhbBnzx7s2rUrqcV+5MiRmDlzJioqKvpkPGLoNPJq/qrHoQJAyDYVntIvJVT6aEvbbH2O4/T4zP4WaJmiI4GaLcK07XgGGiROWyFxSrQjEomgsbGx6wXThMF/CI66V8GrrReysGU8PKW3AKIlIYs/FAqhsLAQPM/D5XINuD7Z8dZSLeGpKzoTpVarFTNmzMDEiROpBFQSGGMIBRl8HgU+jwq/T0E4xPRHKKRCjmbPKVIycDCZeRiNXEy0mnlYbTxsDgF2Bw+Dkcuai5qWKLVz586kseDl5eW48MILMWLEiIyPmZe9yKt5GVK4NfQgYh6DlvKvJsSwx9NRKal4Aaeq6oCzorYVqNkmTDX6owZqpiFx2gqJUyIBRVHQ0NDQNydcxmBxfwxr01pwaP0Z+vMXwF+wWHe7xZeZUlUVHMcNOGHaE2upz+fDtm3bsH///qSidObMmZg0adKATyJIBVVl8PtUXYR6PQr8XhU+jwpZHjinQMnAwe4QYLXzsDtiotXm4GGx8OD4/rnYqaqKI0eOYPv27UlveocMGYL58+ejtLQ0o+Pg1DDyav4CQ7C1fWbUOATu8jvBxPYx153VOR3oVtR4gZrNxzjQBCqJ01ZInBI6WjmntvFiGdoZbE1vw+L+pHUSJ8FT+iWEbVPaLS5JEoqKivol5CDTdNdaqonSffv2tbuJIFEaE6IetwJXkwJXk4yWZgV+n4renukM56yVJnPMxW4w8hBFgG/jphcELsFVX1iYD57n0NTsSggB0Nz+qgIoekgAgyIjFj4Qag0niEZ6N3ieB2wOAc58AflFAvILRdgcfJ9eABljOHXqFLZv3540eWrs2LGYO3cunE5nBgchw1H3D5h8ra0pZakQ7oq7oUoF7cbbVRH+gWxFTTVJqj8ZaBn8JE5bIXFK6DQ3N/eNNZIpsNevgtnbWoNOEfPhLr8dirG83eLxMaaKogyY7HxRFJGfn5+ytTQUCuHzzz/Hnj17SJTGEQ6rcDXGhKirSYG7WYbSzWupyczBZo9ZHE0WHqa4OE+TOeYu53toeUxHQpSiMF2sxj8HA+eswd5YDGx3kAwc8gtjQjW/UICzUIQk9c0FsaamBlu2bGnXwYfneUyePBmzZs2CxWLJzM6Zei6Tf5M+SRHsaKm4C3Lc+SfVDlED0YoaL0w5jstqgTqQMvhJnLZC4nSQo518vF5vh20K07tDGY7aV2Hy79cnRY0VcJffldS1Fi9MXS4XwuFw561OcwStG4322Xd2HKqq4sCBA9i0aVO7m4fBKEoDPgX1tXJMjDbGrKKpwHGAxcbD5uBhtwu6y9tmFyAZMnch6Kts/XA4FqaghS74vLHngD91a54jT4CzUEBBkYjiMhEmc2aTTk6fPo1PPvmknbtfkiTMmDED559/fmZaozIGi/sj2Jre1SepvBEt5Xcgah59bpHutS+NF3SKouRsXdS2MaZdZfFnAwMlQYrEaSskTgmEQiE0NzdnfD/JYr4iplFoKb8DTDC1W76tMNWEWUetTnMBjuOQl5cHi8UCWZbhcrk6DaOorq7GRx991E7YDCZRqioMzY0y6qpl1NfK8Hm6tkxxPJDnFGKWwSIRjjwBVhsPvh+y3fu7lJQsM/i9CjxuVbcue9ypWffyCgSUlIkorZDgzBcyErfKGMOhQ4ewZcuWdolTFosFs2fPxsSJEzNiHYuVmlqpx7wzTkRL6a2I2CZ1W5wCiVbUXCw51VHyUy4I1IEQf0ritBUSp4OcaDSKxsbGjN/lc0oAzuqXIIVb3Xhhy3i0lN2WtO81z/OxTlGCkLRcVC4KVFEUUVBQAFEUEQwG4Xa7O/zcfT4fPv30Uxw6dChhuiRJmDlzJs4///wBLUpDQRX1NVHUVctorJO7TFoymriYe/pcPKUzX4AgZsfJvb/FaTKiUQb3OaGqWaCjXVQlMBg5FJ8TqsWlIgzG9FqqZFnG3r17sXXr1nYegvz8fCxYsADDhg1L6z4BwOA/gLzaV8CxmOhi4OAtXo6g48Jui1MNTShls5hrS1dZ+SRQMw+J01ZInA5iVFVFY2Njxk80vOyBs/pFiJHWftwh27RzdQbbW0PihafL5eqwjmkuCVSLxYK8vDwAgMfj6bC5gSzL2LlzJ7Zt29bOojp+/HjMmzdvQHZzYozB3aygrjqK+hoZLa7OLXt2h4DCkphVtKBIgNnSt8k93SEbxWlbGGPweVW4GmNCtaFORjDQidWPAwoKRZSUiygbIsGelz6rZjgcxvbt27Fz5852ImnChAmYP39+2uNRpeBJ5NW8nFDOrqXoelTJo3skToFEMZftbv5Uy0Vpx5StsbW5niBF4rQVEqeDEC3OtDPhly74aDPyq16AILeGDQQcs+ErvrbDDi2FhYUwGo0pdajKdoHKcRycTifMZnOnbnzGGE6cOIGPP/4YLS0tCfOKi4tx6aWX9lnR8r7E51VQdSqCqlPRTmNHeQEoKhFRWi6hpFyExZY7CRC5IE7bwhiDz6OiriZ2s9DcIHda7SDPKWDICAlDRhjSFqfq8/mwZcsWfPHFFwnCzmQyYd68eWm/gAvhWjir/6gX61fB46DjWygsrujxfnLBzd/dOqbZWvdUI5cTpEictkLidJDSF+WYYif7FyEorYlW/vyF52qYJv/j5efnw2w2w+fzJS3cnYxsFaiSJCE/Px+iKCIQCKClpSWp9cTlcmHjxo04depUwnSTyYSLLroIEydOHBDB/hrhkIrqM1FUnYrA1dTxxc1i5VFSLqKkQkJRsZg1bvrukovitC3RCENDXRT11TLqa6MIh5JfNjgudhMxZIQB5UMliGnI/q+vr8cHH3yA+vr6hOkVFRVYtGgRCgoKOliz+wjRJjjP/h6C4gEDh0PWu1BQXAGI1t5tN0vLMvVUaGrrZbvgzjVInLZC4nQQIssyGhoaMupmEkOn4ax+Cbzaapn1Fl6NYP7FHa6Tl5cHq9XaI+GcbQLVZDLB6XSC4zi0tLQgEAi0W0ZVVezYsQNbtmxJOMFzHIdp06Zh1qxZMJnaJ4rlIrLMUFcdRdWpKOproh1a4QqLBZRWSCipkGCzZ6+rvjsMBHEaD2MMLS4F9TUyaquiHYZgCAJQNiRmTS0uE3tciguI/Vf27t2LTZs2JXgeeJ7HzJkzMXPmzLS5c4VIA5xV/wde8eGQ9S4UO81QDQVgQu9CCbLNzd9bC2g2CdQ9e/Zg48aN2LVrF3bu3Ina2loYjcZ2pcpSZffu3fjoo4+wY8cO7Nixo9fbSxUSp62QOB1kaD/+TN69S4GjyKv5M3gWie0THLwlNyDkmNnhOna7HXa7vVeVA7JFoGrHoigKmpubk7rxXS4X1q1bh9ra2oTpw4YNwyWXXILCwsK+Gm7GYIzB1aTg9LEIaqqiHbYBtefxGDrCgCEjDDBbcs/a0RUDTZy2xetpDc3oqGyV0cihYriEEZXGXsWner1ebNy4EceOHUuYnpeXh0WLFqUtYUqI1MNZ9X84YroZxU5zzC0vFYAJ5l5tN1vc/OlyzWsJSLIs96vYvvvuu/Huu+8mTOuNmLzjjjuwdu3atG0vVUictkLidJCgxZm63e6kVrx0YfDtj2W+InbCYxDgKbsVYdvkDtexWCxwOp2IRCJoamrq1UmuPwVqfHxpJBJBc3Nzu4sPYwy7d+/Gpk2bEm4QrFYrLr30UlRWVub8SUlVGKrPRHHiSBju5uQXPpOZw5ARBgwdYYDDmZvxYaky0MWpBmMMzY0xoVp9JtphV6viMhGjxhpRUt7zzOrjx4/jww8/bPf/njBhAi655JK0eBz4UA0aXX4UO03nopDSI1CBVlHXH3Gb6Y4ZzQaB+utf/xrBYBDTpk3D9OnTMX36dBiNRpw8ebJH8afPPfccgsEgzj//fEyfPh2TJ08mcdrHkDgdRASDQbhcroxt3+A/jLyaP7UKU06Cu/x2RC1jO1zHZDIhPz8fiqKgsbExLZaE/hCogiCgoKAAkiR1GJbg8Xiwbt26dq0bx48fj0svvTTnXfjhkIpTxyI4eTSCcKj99yiKHMqHShgyMhZD2l+93vuawSJO41EUhvqaWBhHXXUUyf7WVjuPUWOMGDbK0KPY1Egkgi1btmD37t0Joshms+GKK67A0KFDe3MIsTqnjXUotavgoB0AB0UqTFqXubv0R2JRpvaphVRkQ7gCAAwZMgRGoxHHjx9PS3mpkpISEqd9DInTQUKm40zF4CnkV78AjsVc2Cpvgrv8TsjmER2uYzAYUFhYqJe0SufJsi8FqsFgQEFBATiOS1omijGG/fv34+OPP05w8ZvNZixatAiVlZUZG1tf0OKScfxwGNWnk4uQgmIBI8cYUVohQczRpKbeMBjFaTyRiIqaM1GcPBpJWvxflDgMGylh1DgjrD2owtBRwtTMmTMxe/bsHmdu60X48+2Q5CaAZU6g9kWiVDqEaUNDA6ZPnw6n04n9+1u7/HEch2effRZPPvkkfvWrX+HWW29N17B7RLw4BXpf/5TEad9D4nQQwBhDY2Njp52IeoMQrkF+1e/1GoEqZ4B7yD2QTR3Hf4miiKKiIgDIWK3VvhCoWv1SxpjeXjUen8+H9evXt8vEr6ysxMKFCzPXPzzDqCpDbVUUJw5H0NzY/rvjeWDICANGjTUgLz936w6mg8EuTjUYY2hqkHHicAS11VEgyZWntCLm8i8q7Z6Y6Ci5sLS0FFdeeSWcTmfPxqsV4WcRiJFGtA6agyIVgQnGbm+3LX2RKJUuiyljDKNGjUI0GsXRo0dhNreGODQ2NmLatGm45JJL8Morr6Rj2D2mrTjtbf1TEqd9z+C+agxwtDhTj8eTOWEaaYSz+kVdmDIIaCm/vVNhynGcbmlsamrKmMVAE+VFRUVwOBwAkFaB6nA4YLPZIMsympubE45Da8n40UcfJQhWo9GIBQsWYNy4cTl58mEqQ9XpKA7vDyWtS2o0cRg5xogRlQYYTQMvuYnoORzHoahEQlGJhIBPwYmjEZw+HklIlKurjrWpdRYIGDfZhJKy1ESqlrU/bNgwvPvuu3pYTV1dHV555RVccsklvbvg80YohiII5wQqYyqivhoohqKkHe66C8dx4HleT5RKp0CNz6jvrQWR4ziUlJSgqqoKtbW1GDVqlD6vqKgIpaWl2L17NwRBSCqCb7rpJmzevLlb+/zHP/6Biy66qMdjBmLnY1VVc7K81GCFxOkAhuM4hEKhLgvZ9xRebjlXxzQm+Bg4tJR9GVHLmE7X01p4ut1uRCKRjIxNI1MC1el0wmKxIBwOo7m5OeFiEolEsH79ehw5ciRhnZEjR2LRokU52eGJsViS0+H9Ifg87UWps0DA6HFGlA+V+qV/PZFbWGwCJk03Y/wkE86ejODEkTB83tbflbtZwecb/cgvFDB+sillS2ppaSluvfVWfPzxx7rbORqNYv369Th58iQuu+yyHsd2M94IRSqCEG1EOBLB/778Vo+2059885vfhNHYO2tvWVlZUnEKxEKV6urqwBhLKlAXLFjQ7VjgkpKSXo1XQ1EUcByXk0aBwQiJ0wGMqqoZK7TPKf6YMJVbE6y8JTciYpvU6XoOhwNGoxF+vz+jVQPiSadA5TgO+fn5MJlMSRPMmpubsWbNmoTpkiT13nLTTzAWc98f3heGp6WNJYQDhgyLxQrmF9KphOg+osRh5FgjRowxoKE2FrvcUNvqgXA1KdjykR+FxSLGTTahqKTr35nBYMBll12GESNGYP369brn4tixY6itrcUVV1zR45JTTDBCQQEQrunR+gOBsrIyAGhXBi8YDKK2thZFRUW6JVizWGrcf//9fTrWtsiyDEnqvaWbyDx0RRmAaO78lpaWjNTR49QwnNUvQYy0JiB4i5Yi5Lig0/UsFgtsNhvC4XC7Fp2ZJh0Cled5FBQUwGAwwO/3tzuGI0eO4P33308IoRgyZAgWL16s7zNXYIyhrlrG4f2hpEXWh4yQMG6SCTb7wC4DRfQNHMehpFxCSbkEd5OMg/tCCSK1qUHG5g0+FJWKGD/ZhIKiri9dY8aMQWlpKdatW4ezZ88CAPx+P1atWoULL7wQs2fP7pGblwlmqGJet9cbKGjitKYmUaC/8cYbCIVCuO6663QrpRZLm02pLYqi5Gx708EEidMBCMdxCAaDCAaDXS/cXdQo8mr+BCl8Vp/kz1+EoHN+p6sZDAbk5eXp/eX7g94IVEEQUFhYCFEU4fV64fW2tmRVVRWffvopdu7cmbDOzJkzMWfOnJyKc2KMoaFWxqF9oaQ1SiuGSRg32QS7g07uRGZwFoqYc6kNzY2x32FjXatIbayT0VjnQ3FZTKR2ZbG32+24/vrrsWPHDmzevFm/Wd+6dSsaGhpw5ZVX9sjNLVkK8G933wpeaT1/qIIVTMzrsDVzd+F5Xk9i6o6RobP1DAZDr8dVXl4OINFy6na78fjjj0MURXzzm98EELNSiqIIQRD0ePznn38eR48e7db+7r//fowZ03moWHfQYk9zzYs12CBxOgBRVTUzlkmmIK/uVRiCx/VJgby58Bdc3ulqgiAgPz8/VqQ7SWH6vqQnAlUURRQWFoLn+XZNDPx+P9auXZtQu9RgMGDx4sU5VyLK26Jg344gGuvbJ6iVDZEwfrJpwBfMJ7KHgiIRcxfY0Fgv49C+IJobWm+WGmplNNT6UDFMwsTp5k47i3EchwsuuADDhg3D2rVr9VCnkydP4u9//zuWLVuGgoKCbo2N4zgYrMXgo0Jci+YoVDEKVbR391A7JD6TP5XE0b6ondrWcsoYw3/8x3+goaEBDz/8MMaPH68vqygKRFGEKIqQZRkffvhhtxOibr755rSKU4Dc+7kAidMBREbd+UyFvf5fMPoP6JNC9unwFS3r1FKgZeYLgtAuo72/6I5Aja9h6nK5EAqF9HnV1dV45513EhLOCgsLsXTp0h6VrukvohGGQ/tDOHkk3K7nfWmFiHGTTHAW0KmC6B+KSkQULjwnUveG4GpqFV3VZ6Koq4li7HkmjB5vhNBJMl5JSQluueUWvPfeezhx4gSAmMXvtddew5VXXtkuuadLOA6qlA8uqoBTY4mdvNwCxglgQnpKxGnncUEQdIHXEX1V1L+tOH388cfx/vvv47rrrsN3vvOdhGW18liCIEAQBPzzn//M2Li6C7n3s5vc8TcSXZIxdz5jsDWugdnb6rYOW86Dp+QmgOv8J+R0OvU6o/HCrr+Jr/2qlYRqi9Fo1HvcNzU16eNnjGHXrl1YuXJlgjAdP348br755pwRpowxnDkRxoZ3PDhxOFGYFpWKmH+5DbMutpEwJfodjuNQXCph3mU2zL7Eirz8VlGhyMDBvSF8tNaLuurOS+YZjUYsW7YMs2bN0qdFIhGsXr0aW7du7X5sJMfHCvJzrf8RIeoC1HAnK3UPVVUhy3KntTr7sttUfELUc889h+effx6LFy/GihUrkrrKtfACLdwgW7j//vtx0UUXYc2aNf09FCIJdNUZQGTKnW9xbYClZZP+PmIahZayLwNc53edNpsNZrMZwWCwT3vcp0pnFlSj0YiCggK9ELeW5KSVpTl8+LC+HZ7ncfHFF2Pq1Kk5E8fkbpaxb0cwwQoFABYrj0nnm1Fa0fuWfwSRbrTEqeIyEWdORPDFnhAi4Zig9PtUfP6xH6UVEiZNN8HaQbIex3GYM2cOiouL8d577+n/7c2bN6OhoQGXX35592IzOQGKVAgx2nCuixSDGG2CLBWnpQYqAN2tr7nI42uh9nUb1HjL6RNPPIHLLrsMv/vd7zp1k2c6Qer999/Hs88+mzAtEolg2bJl+vsHH3wQl1/eGoJWXV2No0ePJuQPaKxbtw5PP/10u+1dddVV+vuHHnoIixcvTtMREG0hcToAyKQ73+jbB1vzOv191DgELRV3dHnSNRgMsNvtiEajGStnlQ6SCVRZlpGfnw9VVROaBPh8Prz55ptobGzU17darbj66qv1JIFsJxxScXBvCKePJ9aXFQRgzHkmVE7o3DVKENkAx3EYPjpWV/fQvhBOHI3ozZvqqqNoqI1i9Hgjxk40ddgyt7KyEjfffDNWr14Nj8cDADh69ChcLheWLVvWvQobvARFKtSL9IOpEKJNUAwlXXqXUiVeoGo1ROOTn/pCmAKxWqZOpxNutxvXXnstnnvuuZTiN5MlSKWLpqamdgmpjLGEaU1NTUnXTXbNbGpqwvbt29ttL35aR9sj0gO1Lx0gJKu52VuEcC3yz/4GPIsJGVkqgmvoN8GEzovI8zyP4uJicByXsdak6Sa+1alWmy9emDY1NeGNN95IsAAPGTIEV111VU60IGWM4dTRCA7uCyEaSfzLlw+NJZVYrNnjchtIUPvSzONxK9i7I5CQNAUAZguPidNNqBjWsSU0FAph7dq1OH36tD7NZDLhqquugtlsjrUvTdGLwCkBCNFm/T3jTVCkwrRl8APtW3H2pTDtLdrYU03w6it62zkrXVD70lZInA4AFEVBQ0NDWq2mnBJAwZlfQ5BjJ1qVN8I19NtQDMVdrltQUACTyQSXy5WZclYZwmQyIT8/HxzHwefz6daU6upqrF69OqEN6fnnn4958+ZlVQxVRwR8CnZ9HkRTQ+LFwO7gMWmGGcWllLWaSUic9g1aF7MDu4IIBRMvaxXDJEy+wAyjMfn/VVVVbNq0CTt27NCnCYKAG264AWVlZd0SCrzsAS97Wrct5qU1g18bm3bukWU5q+qIdoVWgUBrqZotZEP2PonTVsitn8NkzJ3PFDhqX9WFKQMHT+mtKQlTq9UKk8mEQCCQU8LUaDTqrnxVVWGz2aCqKnbt2oV33303wTJx6aWXYtq0af042tRgjOH08Qj27wpBkVsvXqLEYdwkI0aNNYLnB/cJkBg4cByHIcMNKC2XcOSLEI4dCsdCQBHL6m9qkDF1pgVlQ9qLEJ7nMX/+fBQVFWH9+vW6cAoGgwgEArBarSmPQxXs4NQIODWWQBnL4JfAhJ61TW2LJkzjY07jY1CzHVVVs7JAP2XvZxckTnMYjuMQCoXSngVvbXoPxmBrX3h/wWJErBO6XE+SJDgcDkSj0T7vANUbtOQnzZWvKAqKioqwf/9+vP322/pygiDgyiuvTHvNvUwQDKjYvTWQ0GUHAMqHSZh8vhkmc/ZbfAmiJ4gSh/OmmjFslAG7t7a6+sMhhq2f+DFspAGTzjdDMrS/MZswYQKcTifefPNN3VPi9XrBGIPVak3NmsVxUKR8CJEGcCz2/xNkF2S+pMsk0q5om/ykuckzEceZSeITpLJl3FScP7sgcZrDMMbSLgKN3l2wujfq70PWyQjkL+hyPa3nPAC4XK6suRvuCq2OaXyMKWMMb7zxBrZt26Yvp5WgGTJkSD+OtmsYYzh7Kor9O4KIRlu/A8nAYcoFZgwZ3vsOMUR2E4gqCERVRBWGsKwiqjJEZIaIyhCRVUQUhoiiQlYBSeBgFDkYBR4mkY+9FnkYBe7cex4GgQOfgxdsm13ARQttOH44jIN7QtCcS2dORtBYL2PahWYUl7W3opaVleGmm27CG2+8oU/z+/1QVRV2uz1FgSpAkQogRhoQS5BSYglSUnGP40+TZeW3zeLPFqGXCm0L9GcD2piI/odiTnOYtm00e4sYqkJ+1W/1u33ZUAbX0H8D47tu75efnw+z2dyug1I2I0mSXsdUS9xSFAXr16/HwYMH9eXy8vJw8803w2w299dQUyIcUrFnexC1ZxNrPZaUi5h2oYWspf1EumJOGWPwhhU0BmQ0BWQ0BaNoCshoDMhoDkRjz0EZgWh64/gEDii0iCiySCi2SiiyiCi2tr4uskqwStltcfJ6FOz6LNCuJe/IMQacN82cNKPf4/GgubkZJpNJPzaj0Yi8vLzUE6RkPwS5NVFVFWxQJWe3x99VuahsTTTqimyMP42P5+1rKOa0FbpFyFFkWU5r7VBO9iGv9i+6MFV5M9zlt6ckTC0WC8xmMwKBQM4IU0EQ9M5PmsU0Eong7bffTsjaLSwsxF133YWioiJ4PJ6srNcKADVnI9izLajXfAQAUeQw6XwTho0yDPoTXa4RVRjOesI46QrjpDuME64QTrrCaAn3fVa2woB6v4x6vww0JI8jN4s8yuwSRuWbMDrfiNEFJozKN8IiZUcMn90hYN5lNhw7GMah/SE9FvXk0QgaamVMm2VBYXHi5dButyMcDoPneV3whcNhuN1u5OXlpSRgmGCBysLgldh5kVd8YLyhWx2kUqljmqsWVM2Vnk3xp1rIAZ0z+xcSpzmGlgTl8XjS90dmCvJq/wZBdsfegkNL2VegSl33m5YkCXl5eZBlOWfiTHmeR2FhIXieh8vlQiQSQSAQwJtvvon6+np9uSFDhmDZsmWIRqN6Jymg41an/YGiMOzfGcSpY4l1S4tKREybZaHyUDmArDIcaQriUGMQJ1wxQXrWE4bcS0MSB8AgcDCIPAw8B4PIwcDzsWeBg8BzkBWGkKwifO45IqsIyQxRtXvnlqCs4oQrjBOuMD6Im15ulzA634TRBa2i1Wnqn8sOz3MYO9GEknIJuz7zw9MS+4D9PhWbNvgwYbIJY84zJogSjuPgdDrh9Xr1GNRIJAKXywWn09l1Ag3HQRWd4NQoOBbzaAhRF2ROSqlAf3cK7Me3Cs0lgZrJ+qc9RVVVSo7qZ8itn4OEQiE0Nzd3vWCK2BrehKVls/7eW3g1gvkXd7kex3EoLi6GIAh6K9Bsh+M4FBYWwmAw6CEIgUAA//rXvxLqxI4ZMwZXXHGFHn8UXwc1WyyoAb+K7Zv8Ca5KQQDOm2bGyDFkLc0W2rr1VcZwyh3GntoAdtf6sb8+iFA3lKhB4FBkEVFokVBoFlGovba0vrYbBIg8evwbUFSGsKIiIjN4Igoa/bGwgYZzz7H3UTT45W4L2VKbhOllVkwvt2BqqRU2Y9+LAEVhOLw/hKMHw3rxfgAorRBx/mwLJAOvd4fTQn/atmAWBAH5+fmpiRg1GtdBCmCcFKt+0kmB/p52ftIskblY/zSbxtwftU/Jrd8KidMcgzGG+vr6tP2BTZ5tcNT/S38fsk+Hp+TmlIL2tZ70LS0tCT3ms5nCwkIYjUZdYAYCAaxcuTJB7E+fPh0XX3xxu5NDNgnU+toodm4JJLjxnQUCzp9jga2Dto1E79Au+tpz/GutU4/2m4l/ZozhbEsIW081Y+spF7afccMd7PpGTuCA4U4TRjiNGOk0YFS+CSOdRuSZhKy5cDHG0BJW0OCP4kxLBMebQzjuCuGEK5xS7CvPAZUFJkwvs+L8civGFZkh9WGHMleTjB2bAwj4W8dqsfGYeZEFDqegi1Pte9TOGRrdEaicEoQQbe0qpAqWDr1TvW1J2tctTdOBNuZsiT9t2+ygLyBx2gqJ0xwjnUlQYug08s/+HhxiJ6+ocQhcQ76ZkrvJYDCgsLAQ0Wg0oZ1nNqMlbfn9frS0tCAYDGLVqlUJ4589ezZmzZrV4YmhvwUqYwxHDoRxaF9i+bARlbHyONR6tOfwPA9JkiBJki4+kwnPtmjuVFVVE0Jtjjf58cHhRmw42oRTrs5r/koCh8nlDpxX5sC4YhvGltgwqtAKSeD1fWhCQ3tWFAXRaBSRSCQrYvXiURlDnS96TqyGddHqDnUulEwih8klFkwvt2LWUBtKbZmvLhGJqNi5JYD6mlaXMi8AUy8ww2z3tusQ5ff7E/733RGofLQFvNJ6/lakQjAhMdEyXcIy28ReKmhiMFvc+32dHEXitBUSpzmELMtoaGhIy4WIU/woOP0cBCXWyUQVrGgeen9KmaTx7vx0WnEzSV5eHqxWq97mNRQKYdWqVQkZ1BdeeCHmzp3b5bb6S6BGIip2fRZEXXWr1S12EbVg2CgqEdUdeJ6HwWDQxagmSOOJF52aGGwrELWmDRrVngg+OeXBJ6e8ONUSbrvb1v2fsxhOLbVgapkV5xWbYRT5dtbZjp7bXrhkWdZjo7VHNgqSxkAUe2oD2Fnjx+5aP1q6EKvnFZtxyUgH5g23Iy+DsaqMMRz5IoxDe+Nv+hgumB9FWXlRO4HSVqCKophaDCpjEKIN4NRzMeIcD9lQqtc/TbfFU3NN54pAHezufRKnrZA4zQG0JKjm5ub0FNxnDI7av8Hk3xd7Cx7uIfcgah6V0uq55s63Wq3Iy8tDOBxGU1MTwuEwXn/9ddTV1enLXHDBBbjoootSLxHTxwK1xSVj26fJ3I9W5OWTG78zuhKijLF2wq47LSHrfBF8esqLj095cNzVsSAdnmfAlDIrppVaMKnUApuh598bz/MQRTHhmNpeRLNdsGqxt7tq/NhV48eBhiAiSvLPnOeA88utuGSkA7OH2mGWMmPNaqiNYsfmACIRBoBh2pwonM4CWG1CO69EMoGan5/ftaVNjUKM1EMLdmW8GYpUAEEUM+KK134XudLmNNssvtoNYV9A4rQVEqc5QjqToEyeHXDU/0N/n2oCFNDqzo9EImhqaup6hX5G6/4kyzIaGxt1YVpbW6svc/7552P+/PndPhn0lUA9fTyMvduDiD9PxyduEIlwHAeTyQSTyQSDwdClEO1JIp/KGHZU+7HmkAs7ajq+QassMOLKieW4bGwxxEj6ahInQ7M6xQvxZII1EokgFAohHA63lu8JBQGfB/B5AZ8HLOgHtHI6HB+LQdcffEwtchxgMAEOJ5CXD5jMvbqghmUVXzQEsbvWj8/O+lDliSRdziBwmD3UhktGOnB+uS3tMaqtiYYyps2Jwm7LB89zsFj5dv83n8+XcIOeqkDlZJ9eHQUAmLEQvMGRMYthtrnLuyLbxttX1lMSp62QOM0B0pkExUddKDizArx6riyKeTTcFV/vNGtUI9fc+aIooqioCEAsUzoYDOLNN99EdXW1vsy0adNwySWX9PhEkEmByhjDwb0hHP0izhrHAROmmDBmgnHQn7ziEQQhQZBqCSzxAjQSifT6YucLK1h/vAVvH3ah1pdc1I5wGjF/hB3zhztQ4TCkrQh/T+A4DkLQD76uGnxdFVjNGTBXI1RPCxSPG2qLG6q3BVDSIAIkQ0yonntwefnnXueDKykHhowA8vJT+t0yxnDcFcbGkx5sPOlBczD5+OxGAVdU5uHq8fkosnQdK58qisJwYFcAeUV+2G2tYzZbeBhNredKxhj8fn+CQJUkCU6ns3OByhiEaCO4c+dhcDyYuQJKhgyFuVakP9vc+32VHEXitBUSpzmAlsDTa5gKZ9UfYAidAACovBHNwx5MuWNJLrnz44V0U1MT/H4/3nzzTVRVVenLTJkyBQsWLOj1SSATAlVVGHZtDaDqVKsAMhg5zJhrQXFp+i7CuYzBYIDJZILRaIQkxT4TVVURDod1y2C63IInXSG8fdiND0+0IJzE9VxhN+CSkXbMH+HAsLzExhV9JU5ZiwuoOgVWcwaoPgNWG3uGz5PR/XYLmx2oGAFuyAhg6AhwQ0YCQ4aDM3VclF5RGQ40BPDRCQ82nfHCH2n/nQocMG+4A9dMyMe4ovR0cmOMoa6uESbJmVC9xGjiYTK3FmlPlsWfkkBVZYjR+tbyUrwRilTU4/amXZFrJaa6497fs2cPNm7ciF27dmHnzp2ora2F0WjE8ePHU95fMBjERx99hHXr1mH37t04c+YMFEXByJEjsXTpUtx3332w2+1J112+fDk2bdrU4bZfffVVLFq0qMsxkDhthYrwZzmqqqYtO9/s/lQXpgDgLb4uZWFqMBhgs9kQDoezXpgCscx8URTR0tKCQCCAt956K0GYTpo0KS3CFIidUBobG1FUVJSWQv3RiIptnwbQWN9q4bDnCZh9iRVmy+B143McB6PRqAtSzV2vKAr8fr8uSNMFO+e6X3mgCfvq22fb8xwwa6gNS8flY0qppe9rIrqbwQ7tBQ7tBTu0D6iv7nqlLuBtDvAOJzirDSpjYIoCVVFiAoqx2ENVW5/DQcDTogusLvF5gcP7wA5r8e7nKCwBho4EN3YSuPOmAkNHgTsn7ASew5RSK6aUWvHNC0uxo9qPj056sLXKp8eoKgzYeMqDjac8mFBkxrUT8jFnmB0C37vvRBQ5WB0Cgn4G9Vw913BIBVM5mK283knIZrMBgC5Qo9EoWlpaOu0kJUhGgC8EQrGbFk4Ng1P8YKKtV2PuCE3gxf9vshmtU5MWh9sZzz77LN59991e7W/VqlX43ve+BwAYP348FixYAJ/Ph23btuGpp57C66+/jjfeeEO/2UzGsmXLYLVa200vKyvr1dgGIyROsxy/358W648QroWtqfXPG7JNQdg2PaV1tS4pqqrC7Xb3eiyZxuFwwGQywe/3w+v14u2338aZM2f0+eeddx4WLVqUVjGRLoEaDKj4bKMf3pbWC0dRiYiZ86yQDIPzTtpoNMJqtcJobA1liEajCAQCCIVCaW/+wBjDnroA/rq7EYca24tSzZV81bh8FFv7zorNWlznxOg+sMN7gdqqrlfSsNqB8mHgyocCxWWAzQHO5gD0hx2w2GA0m/XwCM2NqaoqQqEQAoEAIpH2caBMVWKi0+MGPG4wj0t/jRY3WEtzzILb0knMfFM90FQPtvvzmGC12YHxU8CdNz0mVovLwXEcJIHH7GF2zB5mhy+i4P1jbqw55Iq1Vj3HwcYgDn4SRJFFxNLx+bii0tmrQv+iyMFm5+D3qVDOieFIhEFlKixWHjzfKlAZYwgGg+eWicDj8SAvL6/duUbPyocFjDeDV2PrCHILZN6YUjm/nqCqqi74tPJk2YyiKHr3qM7E9AUXXICJEydi2rRpmD59OqZPn97tfUmShDvuuAPf+MY3MHr0aH16XV0d7rjjDuzbtw//7//9P/zud7/rcBuPPfYYhg8f3u19E+0ht34Wo6oq6urqep9hyWTkn/k1pEgsCUgR7Gge/h9gQvs7vGTkkjvfbDYjPz8f4XAYjY2N+Oijj7Bnzx59/vjx47F48eKM1a7rjYvf41bw2UY/QsHWC8aQERKmX2gBP8jqlwqCAIvFAovFovfdjnfXZ8rqs78+gL/tbkhqKa0sMGHZ+HzMH2GHQUj999Mbtz6rrQLb+jHYtk+A6tNdr5CXf06EDos9V8SeYW8vkLpCFMWEOF4glqDi9/sRDAa7LWyY1wNUnQSrOhULPzh7MnZM4RQqkBQUx0TqhGngJk4D58jXZykqw5azXqw+6MIXDe2/N5PI4coxTtw0qRCObpSjiu8QxXEcVJUh4FMhy63nY0HgYLXx+v+TMdauk5TFYklwB7crF8UUiJG6OPe+AYpUnDH3PpBbGfw9yd4fMmRIt936nbFt2zZcd911MBqNOHbsmP5/0NDc+tu2beuVOCW3fitkOc1ivF5vWk4c1qZ1ujAFAG/JTSkLU1EUYbVaEYlEsl6YanFesizD5XJh9+7dCcK0srIyo8IU6LkFtaEuim2fBiBHW7/vMecZMWGKaVCdpEwmEywWi24llWUZHo8HgUAgo1aeQ41B/G13A3bVBtrNm1Fuxc1TCjGhqHfZ6KnCmhrAtn0M9vnHwOljnS9cWAJu/BRg/GRw4yaDKypN2zhkWYbP54PP54MoirBYLDCbzcjLy4PD4dCtqamGUnB2BzBhKrgJU/VpTFVjVtOqk2AnjoB9sRs4ebR9mEBzA9in64FP14NxHDBuMrjZl4KbcREEqw3zhjswb7gDR5qCWH3QhU9OeaCFBodkhjcOuvDe0RYsn1iAayfkwyJ135LK8xysdh4Bv4po5Fw4gcLg86qw2ngIYsyC6nA49JspIObq1262ktYx5QQoYr7ePYpTI+AVL1TR0e0xpkpP+9k3NDRg+vTpcDqd2L9/f8K8Z555Bk899RR+9atf4dZbb03bWLvj3s8UkyZNAgC9HGF5eXm/jGMwQZbTLEVRlIQ6nD1FCp6As+r/wJ2L7grkzYGv+LqU19f60Dc2NqbdfZpOeJ5HcXExOI5DY2MjDh8+jLfeekufX1paihtuuEFPnMk03bGgnjkZwe6tgdbrMQdMmWHGyDHGDtcZSPA8D4vFAqvVqltJuyt8esrZljBe2lmPrVXtb7ymllrwlalFOK+k42SdVEjFcso8LrDtm8A+3wgc/aLjjRUUnROjU8CNn5JWMZoqJpNJD7MAYiEWmjU1HZcTFvDF4lK/2BMTqzVnOl5YEIEpF4CbdSm4qReCOzempkAUbx92490jLnjbJFDlGQV8aXIhlox16h24ko6jjeU0fnooyBAOtW6X42J1h6Vz9VdVVYXL5UoQfgUFBbBYLB0mJPHRZvCKdnPExYrz85mzH/Ukg58xhlGjRiEajeLo0aMwm1uTzzThevHFF+PVV1/NyFhTTeZKt+X04MGDuOyyyyBJEg4dOgSr1Zrwm9Aspw899BCam5vB8zwqKytx1VVXYejQoSnvhyynrZDlNMvQCu57PL3PsOXUEBx1r+nCVJaK4Cu8KuX1zWYzjEYj/H5/VgtTAHp3FpfLherqaqxdu1afZ7fbsWzZsj4TpkDqFtTjh8PYv7PVFSkIwAUXWVFaMfAz8jWrvMVi0bvY9IWVFABCsorX9jbijYPNkNvs6rxiM74ytQhTy1LzLvQUxhhwZD/UdW8Au7d2nFQ0dCS4WZeAu+AiPfayPwmFQgiFQhAEQf/+nE4nHA4HAoEA/H5/r8IuOIsNmD4H3PQ5AOISv77YDfbFLqA5rl2yIgO7PgPb9RmY0Qzu/DngZl+CgvOm4/bpxbh5ciHWHHbhX/ub4DsnUlvCCv6wvR5vHnThK1OLcMlIR7cSpziOg9kMCAgjFGj9zoItAHdOoAoA8u1GuN1BKGrss2hproGIwlgr3CTbZZwRYB5wLLa8GKmFIhV267PrCsab9HABrQOa1qY3le+M4ziUlJSgqqoKtbW1GDWqtXFLcXExSktLE7xVbbnpppuwefPmbo35H//4By666CKoqqpbT/vapvbCCy8AABYsWACj0QhVVZMW5n/66acT3j/22GN46KGH8PDDD/fJOAcSJE6zDI7jEI1G9aD63mBreEsv9MzAw1N6M8Cn1uZSc09pgiGbsdlsegJUfX09Vq9erVsCDAYDrr322qQZlJmmK4HaVpgajBxmXWxFfuHA/lsajUbYbDbd8haJRODz+dLT/awLGGPYctaHF7bVoSGQaC0aW2jCV6YW4fxya0YFIJNlsO2fgq17Azh1NPlCJeUxQXrhxeAqsjPBQjs3eL1emM1mWK1W2Gw2WK1WhEIh+Hy+tNzUcs4CcLMvBWZfGhMlxw+Bfb4RbOvHgDeuxF44CLZlA9iWDbEY27kLYVh0DW6YWIwrxjix6kAzVh9s1kuB1fujeHZzDVYdaMZt04swa4gt9Q5xaghDq/+7/Qx34tt2OdqZ7cPQJQ2jfgQmtFo74xOkUhV9ZWVlScUpEDNo1NXV6aK3LQsWLOiWJREASkpKAMR+b1o5rL6s1bp+/Xq88sorkCRJz+bXhLL2e5kzZw5uu+02XHjhhSgtLUV1dTVWr16NZ555Bk888QTsdjvuvffePhvzQIDc+llEOtuUGn37kFf7V/29r+ByBAouS3l9LQnK7XYn1O/LNrSOVbIso7q6Gv/4xz/Q2BizrHAch2uvvRYjRozo1zEmc/G3FaYWK485C6yw2gZuK1JJkuBwOGA0GvWs5r60ytd4I/i/bXXYXp3owi+2iPj6BaWYMyx1cdIdNLd+/akTYB+vA/tgdaL1TyO/KCZGZ10MDK/sdwtpT9AqK5hMJgCx2pEejycjCWxMUYCDe8A++whs5+ZYl6u28Dy4C+aBW3wduFHj4ArKeG1fI9494kbbcrUTi824b1YZhjtjN00dufUBgFOCKD7xk7QfU6ZpK041utOR6d5778WaNWvw/PPP4/rrr9enB4NBTJ48GTabDbt3707foOPQxGlXyVHpcusfOXIEy5cvh9vtxo9//GPcc8897cbSGRs2bMAtt9wCh8OBvXv3JoRBJIPc+q0MbBNNjsFxnN5asDfwshf2+lX6+6hxKAL5C1JePz4JKpuFKcdxyM/P1y8i77zzji5MAWDhwoX9LkyB9hbUQ/u97YTp3IVWWKwDU5gKggCHwwGz2QzGGAKBALxeb5/VWQzLKlYeaMK/9jcjqrYqEpEHlp9XiC9NLoRJzFySnNJQC/8br0BdtzpWF7QtE6aCv2I5MGmGXtszVwmHwwiHwxBFUf/OTSaT/p2nM1yDEwRg0vngJp0PFrkP2LsN6mcfAXu3AZrIUtVYtYOtHwNjJsK5+Drce8EsXDuhAK/sacTGkx691uqBhiC+884J3DAx9puQelkjNZfQSjaJotilQNVqdtbU1CRMf+ONNxAKhXDddannNHQXzWLZF8lR1dXVuO222+B2u3HvvfcmCNP4sXQmIhcuXIjp06dj165d2L59O+bPn5/RMQ8kSJxmCemMNbU1vQ1ejYlKxkkxdz6XuvDJy8sDgPR0pcog+fn5epzpBx98gJMnT+rzZsyYgcmTJ/ff4NqgCdS6KhE7trR+rgNZmPI8D7vdrseUBoPB/5+9L4+TqyrTfs7d6tZe3V3dnX3phBBIQiBhx7AIhCSAiKKIOq7f6Lgz6jgzODDj+MH4ueGKywzjoI6ODosIigIaIGAgEBKSkJCdTtKd9FrVtd+6y/n+qL5L9Vr7PST1/H75pevWdqrq3nOe87zv+7xIJpMNDckdHM7hm8/14tiYPu1nzfDho+d2Yk64fkVnNJMG/f3/YuDPjwLqGH9QXgA5fw3IVTeAzOua+AXewNA0DcPDw5AkCaFQCH6/H16vF+l0GqlUquY5g0TyAKsvAb/6EtBMCnTzRtAnfwsMOopKD+yGcWA30D4DnVe+BX97yZW48cxW/Gz7gKWmawbw611DeLY7gY+d14nJUr8pJ2Ng4R1jPjNFJqXD+dECQRG8UDiQTqeRztiqvVf2TtpxiNMS4HQzBYhAE6M18T6lnDzxcUf+6XTEz6xUP3HCdoCJx+P4yle+AkEQ8NGPfnTS537ve9/DgQOTpLJMgk9+8pNYvHixdbtU79NqMDw8jFtuuQU9PT24+eabcccdd0z4uMlyT53o6urC9u3ba1LgfCqhSU4ZASEEuVxuQpPrciBmD0NObrdup9rWQ5cm72gxFm+UIigzdJjJZLB58+ZxllGXXHKJi6ObGAf35ooUU3+Ax4WX+046YmoakgcChTC5oihIJpNVn9vlQDcoHt4zjP/eMVBU8NTiFfDhVR140/xg3cJmVNNAn/kD6CO/LJjTO+ELgFy+HuSKDSCR2ha7sIh8Po/BwUF4PB6EQiEEg0H4/X4kk8m6WdMRXwDkyutBr9gAbH8BxuO/AQ6+Zj9g4ATo//wY9Lf/jfmXrcPt17wNW+Mt+OGWE1Yecm9SxT9vPIZvXBpBxKAQxvoMEzIuPM7zgJenSCft3M1EGvAHOIgSB29QhkpFKzKWVih4DyYM9eqcB8gbVnEURxXoXLCu3qdm/qnpmDHZBmKsckopxWc+8xkMDAzgc5/7HE4//fRJ3+Opp54quyDqne98ZxE5NZsH1Ks4KpVK4b3vfS8OHDiADRs24Gtf+9qkc0Up6qnZuMaNuoc3MprklAGYqmnVPdmpjsDAb62bqmcWsuELSn76G6UIysxd1DQNO3bswKZNm6z7Ojo6sHbtWubydcbmmAaCAt7yjgWgJFf9784QTFLKcRxUVUUikai7HdRYDIwWuuzqs1NSCIDrTm/Bu1dGK/K4LAWU0gIZuv+/xrUS5VqjoOveDnLxlSCeidWrkxmKomBgYABeb0EtDIfDCAQCSCaTdUsdIhwPrLoY/KqLQQ++Bvrkb0G3/sV2RcikQR97APTpP2DVhnfiO9esxy/3jODRvTEYDo/Uo3EF0YCIgMRPO694PAJEAYjH8hZpSqcM+AOAKHHW/Gpu/JPJJARBGO8kQjgYQsThfaqAGFlQvjpbs+lgeopOVXQ0lpx+5StfwZNPPokbbrgBf/u3fzvl699///01G2c9iqMURcEHP/hBvPLKK7j88svx/e9/f1pldCr1dHBwEM8//zwA4KyzzprwMU1MjCY5ZQBmrmm1ypJ3ZEux2X70LQApPYctGAyC53nE43Fmu4aYeaYAcOTIEfzxj3+0xhoIBHD99dc31DKqFExY/HSZD7KPQBQrb3XKEswuOOZiMTIyUhPHiXKx6fUEfvDiCaQd3pZtPgG3XjSzrtZQ9PB+GPf/J7Cv2JgcHhmBt78P/htuwWDC5VJtBpDNZpHNZq3K/kgkYimp9XRrIIuWgixaCjrYB/rnR0E3PW4XUGXSoPf/BJ6Nv8MH3/peXLr2fNyzpQ+vxwubKp1S9KVUJEQDHX5hUm9UMyQOGPAHOaSTdojfSVDD4TCGh4ct1W9kZAStra3jmoNQTgblZBCj8L1w2gh0Ti5rTq8E04XNTXJ64sQJfOc738H3vvc9XH311fj2t7/dUFGg1DSEyfDpT38a27dvxz/+4z9i/fr10HUdn/jEJ/CXv/wFF1xwAf7jP/5jXCeoifDiiy9CVVW86U1vKvr8R44cwcc//nFkMhmsW7cOs2bNKnuMpzKa5NRlmKppMlndwkX0FPzDj1u3s8HV0LylFwOZnoWsF0GFQiEIgoDh4WH87ne/swgQz/O4/vrrmQudHDk0nphedIUfXj9XUScp1mB25RJFEbquu9biNqPq+PGLfdh4uFjxv2ReEB8/f0ZVvdWnAlVyoA/cB7rxd8V3EA5kzdUgb3k3AouXjB5sklMT6XQamUzGsp5qbW2FoiiIx+N1LZQj0U6Qd34Y9PpbCiT1jw8C2dH5bqgf9N5vomteF7729g/iUTIbhNipTVlVx5ERAx1+EcEx59PYzk+CQOAP8uMJahAQxUKBoBnuNSNV4fCYFrOEQBcihdamoCBUB6clYIiRun0/QHH+qRlCd8KpnP6///f/cOWVV+JHP/pRw0UBZ3HU448/jm9961tF9+fzeVx33XXW7VtvvRVXXXWVdbu3txcHDx60ooQ/+clP8NhjjwEoNEz4x3/8xwnf94477kBra6t1+8CBA/jsZz+Lzs5OLFq0CB0dHejt7cWOHTuQy+WwdOlSfOMb36jVxz5l0CSnLsP0Na029BkYehzc6A7b4DxItV1T1vODwWDNCrLqBdOmRlEUPPXUU+jp6bHuu+yyyyzLHlbQf1zFjpcmr8qvtNUpKwgGgwgEAgAK4cl6FLqUgp5EHnc+fQw9jqInr8DhI+d14oqFofrllh7YA+Mn3wL6i6uWsXw1uJs+CDKbTX9SVkAptXJPzVzU9vZ2qxFDPUG8PpBr3wl66TrQ3/0K9KnHCob+AHDkEMjdt+O6Fasx9I6PQBd5ZEYTlyml6EvlkVV5RP0iuNEQ+LiWpMCEBDWTMhAIEmsuMzdyiqIgm83C5xsTtucEGEIQnFaYlzk9DYP316Q4aiqYxI/n+XHk1Ov1IhKJIB6P4y1veQu+853vuBatMkPqsVgM27ZtK7qPUlp0bGhoaMrXchYAmyR1Inzuc58rIqerVq3C+973Pmzfvh379u3Dli1b4PP5sGzZMrzlLW/BBz7wgWktpJoYj6bPKQOIxWJVhUCF3FG0HPuB1QkqGb0O2UjpBUGCIKC9vR2KomB4eLjicdQThBC0t7eD4zhs3boVDzzwgHXfkiVLcM011zCVZxof1vCXjWnoWuE38cgEb7oyAN8EPqbltDplAU61VFXVcW0aG4mXe1P4+rO9SKv2Aro06sVnL5mJzkBpDSfKBVXzoA//N+jjv0FRafaseeBu/jDImecUPb6U9qVNFDyLI5EIBEFoiIrqBO0/DvrQz0BfetY+xnGIffYutLW2Ih1ow0BWh+H4vSWew6ywDK80dVtNTaNIJ3TLsorjCAJBDoQrFMuY6VyEEEQikfGhZGqAz/eD0MI1ZvBeGDXuHDURKmlv6gbK8WitJ0rxPZ0OTZ9TG03l1GVomlZdbh41EBz4rd2iVOpENnxhWS8RCoWYV03NcP6xY8eKdrWRSARvfvObmbqQM2kdWzbZxFQQCC641D8hMQXeWArqWLW02nSUSkEpxcOvDeO+bQNwWJfincvb8K4V0bLaUZb1vt0HYNx7d3G/d8KBrHsbyPW3gDCW7/xGQj6fx8DAgGU91SgVFQBIx0yQj34B9OobYDzwX8W5w+kkArkMPC0d6NNFKKMqal430B3LojMowS+QSecgQSDwBTikU4XnGQYdDfHb+ae6rhflnxaRHMLBEELg1YJwwOlZGHy+5G5/laIceyk3YebIuj3GUir3mygdTXLqMqolIXJyK0TlmHW7UARV+u5NkiTLksntnedkMENg2WwWDz/8sLVY8TyP9evXl5S03ijkFQMvPJOBkiswJkKA1Rf7EG6Z+lJjnaAKgoCWlhYm1NK8buCeF04U5Zd6eIJbL56Ji+eF6vKeVNNAf/9r0N/9GnAugJ2zwX3wMyCLltblfU81mAQtm80iEokgEonA6/U2TEUlXaeD+/xdwI4XoT/4U/sOXYc4eByzfQEM+1oRV+ww/4mEgoCHR7tPnHRTJEocvD4gmzFGX44iM0pQzfxTM78zkUggEokUkRzKeUGJCEILObC8NlKWRWClmCq8zwpM2ysWxliK72kTpaFJTl2ErutVqQJEzyIw+Efrdi5wFlRfeYbeoVDIyv1iEYQQhMNhGIaBxx9/HEeP2orVmjVrmMoz1XWKF5/LIJWwF9GzzvWiY2ZpahqrBJUVtRQAhjIqvvJMD/YN2ZXdHX4Bt102Bwtb6mPRRJMJGD/6f8DenUXHyZXXg9z4PhBP/Yz8T1W4qqISAqw8H9yyVcDxXsBQLfspkkmhLZeFv3UGTqgc9FHZPqXoUDQDMwISPJN0G/PIHAwDUHKF19I0ikzagM8vWrZa5mdPp9PWNTc6KBhCGLw62prZUED0HChff1uycrpHuYVGGPOXgiY5rR2a5NRFVEs8/MNPgDMKCfUGkZCKbijr+bIsQ5IkpNNpVy/oqWCG83fs2GH5xQHA4sWLsWLFChdHVgxKKba9kMHwgD15L1kmY15XecSFJYLKkloKAEfiCv75z0cxnLXHsKzDi79fMxthuT5TGT32Oozv31ncaaito6CWns7O+XcywlRRc7kcwuFw41VUngfx+oBQCBgeAHKjxNjQIQ/2YI43iD45gtxo+o6qUxwdyaMjICDkmfh8lL0EhkGg5kefk6fIcRRerxeqqtoG/ek0JEkqigpRzgPKeUCMQvEspycKZv11DiO/EcL7TmN+t9cycxxNVIfmN+gSDMOoSgUQlF54R2yylml9MwwhXNZrBINBGIbBrGpqhvOHhobw8MMPW5XgoVAIV155JVO5Pbu353D8qG07M3ehhCXLKlPUTIKqqipCoVCxgtIgBAIBtLe3QxAEJJNJDAwMuEpM9w9lcdsT3UXEdN1pEXzpzfPqR0y3PQ/jK18oIqbk/MvA/ct3msS0gTAN/NPpNDweD9rb28dXtdcRRBSBzlng2mcAnK2KCdkkZo30ooV3kiGK/pSK4Yw6oXMFIQQ+PwdBsOcuJWcgr1DLJ9hEIpEoJoKEQBfstBVi5EGMxngJm56sLKuC5nfl9hjdJscnC5rKqUtIp9OV2+5QioCzCEqMIlNGdT5QsAMRRRHJZJLJnbAZztc0Db/+9a8tyxWO47BhwwZ4GAqlHt6v4NA+2wqsfYaAs871VkWe3VJQCSFobW2Fx+OBqqqIx+Out7Hd2ZfG/32qB7nRQhSOAP9ndSeuPb2lLu9HKQX93a9BH/5v+yAhIG9/P8jaG5naFJ0qcKqoZi6qJEmWV2i9IQgCuEgrDJ8fWv8JIFuYj4ihozV+HF5fGH1CCPronD6c1aAaFO2jdlNOEDJaIJU0oOuFx2czBbUtFAohFosBKJAc02bLAueBwXnBjZJSTktA57x1V0/N8bAc3q+krWk+n7fahiuKYnXImjt3blVjMceRSqXQ19cHn8+HmTNnVvWapxqayqkLMAyjKqNyT2o7pFy3dTsVvR4g5e0zzDZ6LOQ0ToRAIABBEPDMM8+gu9v+rGvWrEFHR4eLIyvG8KBWZLIfbuFx7sV+cDWoFm+0gmpaink8HqTTaQwMDLhOTF/qSeFfNx6ziKnAAZ+/ZFb9iKmSA/3x14qJqdcH7lO3g7vmbU1i6jIURUF/fz9yuRx8Ph+i0WjdQ6hFPqaEAzpmAtHOIhXVmxnB7Gw/RMdQkoqO48m8lZfqBMcR+ANc0TyRSRvgebFIFc5kMuM6BxpO9ZRqIHpjml6Y4X1CJncmcBumalmqejoyMoJ4PI5MJlNTxdN8Lb/fb1ldNVEemuTUBWSz2crVSqohMOQogvIvQ96/ZIonjIff7wfP866Zpk8HnucRCAQwMDCAjRs3Wse7urqY6k+s5Axs/UvasrqUvQTnr/FDEGs3cTeKoHo8HkSjUat9rdOQ2i1sej2Bu54+hvyouiTxBLddOgeXzK9TRX4qAeNrtxV5XaJjJrh//BrIinPr8p5NlA9KKYaHh5FMJiFJEtrb2+tiAm/2mDcVOZNwEEJAAiFg1jzAZ1+PoqpgdvI4ZGLPqVnVwLFEHqo+fr7n+AJBNWcLSgsm/WMJzbjwPicWjPjNm3rSKtiqN94o4f1SCbTH40E4HEZ7eztmz55dszGkUilks1kQQqzIVynQdb1pRzWKJjltIEwiWI1qKie2gtcKxIGCL7sICiiokmbIiEWEw4Xc2QcffNBS7mRZZsrP1DAoXt6cQS7rtIzyQ/bW/pKqN0ENBAJobW0FpRRDQ0NMtK99/EAc33iuF6O8FF6Bw79cMRerZ9eHnNNkAsY3bge6D9gHzzwb3G3fAJlZXYivifogmUwiFouB4zhEo9Gad+Exi7AmU9WIIADtM4DWdiuszhs6ZiV6EaR2xEHVDRwbySOnjieQvEDg9dtzhq5T5LK0iNBMFOEyhCAwSmsJ1cHpjYuAmeopq0U/5ainoVAI4XAYXq+3ZoRb13XE43HLv7wccprNZst6/MmMpt7cQBBCoChK5fk6VIM/ZiuJ2dC5MMTWKZ4wHj6fDzzPM6GMTQRZliHLMl544QUcPnzYOr5mzZqGFkFMh707cxjsd1SNn+1Fa7R+l1O9clAjkQh8Ph9UVbXMwN3Gnw+N4PsvnLBuBz08/vmKOTitrT4tAGkiDuObtwM9dvoIueJakJv/DwjDClEThcVc0zS0traipaXFKuCrFuFwGH6/H5qmYXh4GIZhwOPxTExggmFQUSoUzukaAIr2VB94OYK4UFA4dUrRk1DQ4RcR8BS/higRSCqgKIWdmJKj4HgOPp/PEhAymQwkSXLk2vPQOb9FSomWAuX8AKk/YWSpMn4ymAokgIqig9VEFIeHh0EphcfjscYhy/KUr6nrOrLZLPL5fE0V3DcymuS0wailapppubzs1wgEAlU7BdQLZggkkUgUdYGaN28eli5lx+T8+LE8DrxmF0DNnidiwWn1bwRQS4LKcRxaW1shSRKy2axlAu42XjiWxHeft3vVt3gF/OuVczEvXJ8COJqIwfj6PxV1fCLXvK1Q/MSISt/E1FBVFQMDA2htbUUwGIQoiojFYhWfzyYxzeVySKfTCIfDyGazGBkZmfI1qccHJBOANqqaKgPw8AmkBJ/VuvRoEgh6OHjFYoJKKYWSo1Z/h2Sq0PI4l8tZIf1cLge/32+fl9QAp+WA0Ven/HFQrv6+pyacKQ8sopLxmVZeQ0NDFb1nPp9HKpWC1+tFIpHAyMgIBEGArutTti82i+Fmz57NVLGvm2iS0wZC13Xr5C8bE6qmkbJeQpZlS1lggYiMhVkE9Zvf/Mb6nkRRZCqcn0rq2L7FLoAKhDicda6vYeOrBUEVRdFqkei2qb4TO/vS+NqmXqsdaVjmcddV8zArVB/iT+PDML7xT8AJu8Ma2fAOkLe+l5nzrYnSYBgGBgcHrUhANBqtKBLgJKbDw4V2oYIgWBXz082btLUN9Dc/B33iN9axV8ML8bWzP4y0Y7n9m/M6sXZxpOi52YyBTU8kkR9VUH1+DmeuMvDgQ/dbBGvp0qW46qqrrOcEBl6AL7EZAKALEQzN+2xZHQKrgfldxWKx6lpw1wnmuVBOYeedd94JQRDw1a9+tez3UxQFX/3qVyGKIj7/+c9DEAR0d3fj3HPPnTYnujnfjAebSSMnKapRTb2Jl6pWTU1fUxZzTc0iqF27dmH37t3W8YsvvpiZHBxNo9j6XAaaWlg8BAE495LaFkCVgmpyUL1eL6LRKAghVlEJCzgwlMOdT/VAHWWmPrGQY1o3YhobgvH1LxYT0+veVTIxJYRAEARIkgSv1wu/349QKIRIJILW1la0tbWhra3NKjITBAHRaBTRaNS6r7W1FZFIxOqCZDbF4Hm+uVhVCLOYz3SeKKe18UTEdCzMQpvJ/nGCAP6mD4D/yBdAJA+IYWB57CDufOFbaNEzMChgUOCeLX14/MBI0XN9fh6rL/KP5q8SZNIURw74cd5551ktOvfs2YMjR45Yz8m2rAFAQEAhaDF4UzumHWOt/pk2hOFw2CriYelfOp0GIQTBYLDk55jfcyXv99hjj2F4eBg33XQTRFEEIQSqqmLz5s3TPreJ8WiS0waBUlp5KJ1q8MWesm5mw+eVrZp6PB6IoohMJsNkGCYcDkNRFDz88MPWsRkzZjDTBYpSip0vZZAYsZWYlef7EAy5k5NYCUENBoNoaWmBYRgYGhqqXMWvMY6NKPjSxqPIjtpFSTzB7ZfPQVdrndqRZlIw7r4D6OuxjpG3vBvcDe8uWigIIZAkCX6/H5FIBG1tbejo6MCMGTMwc+ZMdHR0IBqNoqWlBeFwGIFAAD6fD5IkQRRFq52i+Zpmj3JBECCKIiRJgs/nQyAQQDgcRmtrK6LRKDo7OzFz5kzMmDEDHR0daGtrQzgchs/nq0tV+smGdDptkcu2traSctVLIablgKy+GNwXvwGMFtPNyfTjX1/8Llodtk/3bDmBxw/Ei54X7RSxdIV93vcf1xDyLkdnZ6d17Omnn7bqFgwxglzwbOs+X/yZhlXuU0qRSCTA83yxFysj0DQNuVwOsizX3V3gyJEj2LRpE8477zycdtppRff98Y8Fdx0Wo5UsoxnWbxCcuUPlwpt4sVg1jVxW9msEAgFQSpn0NfV4PJBlGffff7+l5HEchyuvvJKZitCjh/M41m2HhrqWeDBrbv3zTKdCOSF+c/HN5/NWgQcLGEir+Oc/H0VCGa2wJcDfr5mNMzvqU/xGdR3Gj75anGP61veCv+5miKJY9E8QhCKyqus6DMNAPp+3rIXMY87/x6K9vb3wWSfIOTOrnk0vTef/5t+iKBbloVFKoWka8vk8VFW1/jVhQ1EUDA4OWuq0aYg+EWpNTE2QGXPA3fZ1GD/+GrDzJczMDuHLL30Pt6/+BIaFwmbSLPxzhvgXL/UgNqihr7dAQPfvzmPV2ZfiD4/fD0op4vE4tm/fjnPPLdibZVougzf5MgBAyPdByryGvP/Mmn2OqZDNZuH3++H3+5HJZJgz50+lUpBlGcFgsG4NG3Rdx69+9SvIsowbbrhh3P0HDhzA8ePHmyb8ZaJJTusMM0RQcSidavANP2XdrEQ1Nas8WVVNQ6EQDh06hJdeesk6dv7556Otrc3FUdnIpA28ut1WGVvbBZyxsnGFB1OhFIJq5l7VevGtFopm4K6nj2EwU1jQCIBbL56Fc+tlF0Up6P/8GNi93TrmfdtfIfy+j48joqbqoqqqRQLroXyYxubT5UaaJNVUXEVRhN9ve106CWsul4OiKFO82qkBTdMwODiItra2Sa+NehFTE0T2gvv4baD3fRf0+Y0Fgrr1+7h91ccxLBbUxrEElRCCcy7wYdMTKaRThfn6yH4/li9bgZ27dgAAtmzZgtNPPx3BYBC61AHFfyY86UI6lH/4KeR9ZzSkaxRQMLJvb29HMBi0uluxArPzk1mgVI/1Lx6Po6enB6FQCD/5yU+K7jNzcR9//HG8//3vx9DQEDPrGutgQ5Y6iUEIsRaNSuAdeRG8ngBQXYU+pZSZ/EInTG/C+++/3zrW1taG1atXuzWkIlBK8coWO89UlAhWXeirSQeoWmGqEH9LSwuTxJRSiu89fwKHYjaJ+sh5nbh0Qf3yi8lTvwd9ynaB8K65Gm0f/BQIKVRFJxIJDA4O4vjx4+jv70csFkMqlUI+n3c9JGcYBhRFQSqVwvDwMPr6+nDixAkMDQ0hkUggl8uB4zj4/X60tbVhxowZaGlpgdfrZSb64AbMQql8Po9QKFQUfq43MTVBBAHkg58Buaqgqs3MDuFfX/4BWvP2fPz9F07gCUeIX5Q4rLrIZ/HLTNpA0LvSmi81TcOzz9rNItItdjRNVI5CzL1et88zFqqqIpvNWi2xWUMqlQIhpO4d9hKJBA4ePFj0r7e3FwDwpz/9CdlstklMy0BTOW0AKlZNDXV8rqkQLuslBEGALMvIZrNMetIFg0E8/fTT1uJACMGVV17JTAeS1w/ki/xMl5/jhdfH3mI/kYIqiiK8Xi+y2SxzisZDu4fxTHfCun396S3YsKT2LUlFUYQsyyCvbkPsf/7dOi6cdgb4D92Kvv5+JqMJpcAkrE6VlOd5yytYlmV4vV5QSqGqKnK5HHK5HHOh13rDbC7R1tZWVBzTCGJqgnAc8M4PAaEw6IM/xazsIP512w9wxzl/g2GpcL1+/4UTIAS4alEEABBpFXDamR7se7Xw+x4/QrBi2QXY8tJTAID9+/dj+fLlmDt3LjR5HvLeLkjZQwAAX+wpjHgX1v1zmUgmk5BlGaFQqGIbpnpBURSoqgqfz4dUKlXz672trQ3f+ta3Jrxv//79+P73v48FCxa8YecZt8DeKnuSgVJasc2GN/FSTVRToDaG7bWG3+9HNpvF008/bR1buXIlZsyY4eKobKSSOva8Yv92M+aImD2fPWXAxFgF1ev1IpPJMEdMt/ak8NPtdv7lWZ0+fHBVR81eXxRFhMNhdHZ2or29HZ6hPsS//k+wTCRbozA++g/IavpJt2CYnd+GhoZw4sQJxGIx5HI5CIKAUCiEjo4OdHR0IBQKMbMBbARMgqooCgKBQEOJqQlCCLj1N4G875MA4UYJ6g/RkjfneOB7z5/AlmO2onramTJCEft3SgzMR0dHcXGUKTpkHOqpJ7MPgtJb509kQ9M0ZDIZeDweJn06k8mkFVmoBps2bcJdd92FRx55pOznmiKV21GYNwqaymmdUXEh1DjV9PyyVVOO4+D1eq2dI0swwywPP/ywlfIgyzIuuOACl0dWADUotr+QgSk2Sx6Cs1Z7mbf9MHMYzfAaaypZTyKPbzzXa5mSdwZE/N2a2eCrTJMghFiWTuZnV1UV6cEBJP7lVtDsqFOGRwb3ydtBwrVXaVmDuTE2N8cmcZBlGYFAAIFAAIqiIJPJMOlTWWuYebkmeXLr2uDWrAUNhGD8+GuYlR3El7f9ELef/TeIeUKgAL7+bC/+be18LGqVwXFm/mkShlHoHjUzegH6+38LoNCN6JVXXsGqVauQ954G1TML4igp9cU3IdF5c8M+VzKZhM/nQygUmtJw3omjR49i7969OHLkCLq7uy0bsK9//etlvXcmk8GePXvw6quvoqenB7FYDIQQdHZ2YvXq1XjTm96EUCgEn89XlN726quv4vHHHy96LV3Xcffdd1u3165di2XLlgEoiDz9/f1IJBIoF2Z6Xzn2ZqcymsppnVGpfZQ3MTbXtPwKfZ/PV10xVh3h9/sxODiIF1980Tp2wQUXMLPrPrhXQWzIToM461wvPDL7l0tLSwtkWUYmk6nIB7WeyKg67nr6GNKjPcY9PMFtl85GyFO5gicIgqWSRiIR8DyPdDqNgYEBDAwMIHHv3aADo61QCQH3158Hmdu4cCdLUBQFiUQC/f39GBwctFpitrS0YMaMGSe9murMMTUVVLcskMg5F4K79V8A2YtZ2UHcsePf4dMKRZeKTvHlp45hIF0QFEIRHqcvtwswE0MRdC04w7r9wgsvFOZ4QoqcXDzJnSB64+Z+00PbTCcqBX/84x/x6KOPYseOHVW11N64cSN+9rOfYdu2bZAkCcuWLcO8efPQ29uLhx56CN///vct2yvn2FKpFLq7u61/QGET4zxWy6jjqbAJrBUIbWrMdYOu6+jr6yv/iVRD2+tfs8hpJnwRUu1vKftlOjs7QSlFf39/+WOoIziOQ0dHB+677z7s3bsXQKGi/D3veQ8Ti2MirltKBQDMni9i1YXVhYMaAbMq38wxJYQgGo1CFEUkEgnXUzu+8VwvnnndVhz+fs0sXDyvsgIoWZbh9/utzUw+n0c6nUYul7PCZvTlzTB+8G/Wc8j17wL3lndX8Qkqw1RWUm6DEAKfz2d5qFJKrbadlRZxsoixxU+EELS1tUGSJFevDdp9sNClLJvG9pbT8H/P+hCM0Q5PCyIe/NvaefCJPKhB8dyfU9aGmRcUHB38jZVvfPrpp+Oaa64ZXTv+H3i98HlSbeuRabm0YZ/HVCsNwyhp3XnyySehqirmzZuHefPm4fbbb69IOX3yySehKAouueQSRCIR6/jAwADuuecexGIxXHvttXjf+94HVVUxODhY7kerCTiOQ2dnJ/MROBbAvhT0BkalJuee1E5bNSVCRaqpaTxcsfF/HREIBHDo0CGLmALAJZdcwgQxNXSK7VsyFjGVvQTLV5WmArgJ06TdWfxUTSepWuPpwyNFxPQdy9oqIqY+nw8dHR1obW2FJEnIZDIYGBjA4OAgstmsTUxHYjB+9n37iQuXgFzbuBDnGwWUUktpHhwchKIokGUZ0WgU7e3tkGU2LNOqwURV+WYOqlnF79a1QeYvAvep2wFJwtmx/fjIvt9Y970eV/D1Z3uhGxSEIzj7Ah/MKVLXPJjVYTua7N27t0AGiYBc6DzruJx4oWGm/AAsL21BEEpqfnDVVVdh/fr1WLZsWVUq9lVXXYVrr722iJgChY3hddddBwDYvHmzFS1wy1XALGJsYno0yWkdYC6QlRJDX3yz9XcucHbZuaZAIWxeVVeqOsHMg3300UetY7NmzUJXV5eLo7Jx4DUFIzFHF6jzfJAkti8Ts/1lLpcbV/zEAkHtS+XxwxftCMKZ7V7ccla0rNeQZRkdHR2IRCJW68S+vj7E4/Fx+dSUUhj3fRdIjZJhyQPuQ38LwsDmh2WYDRr6+/uRSqXA87zVteqNmic3lV2USVDNa6MUMlUPkNPOBPc3/wjwPNYefwFvPfKUdd/W3jT+/aU+UEoRCPI4Y6W9UaZKF8Jh25po8+bCupENnQ+KgjInqMOQMgca80FGkU6noes6M12jZs+eDaDgx2qmuFVbGFUNmqH90sD2qvsGheltWkkRkpDrgajY3Wuy4QvLfw1BgMfjQTabZa4aORAIYPv27Thx4oR17E1vehMTYY5MSsf+3bbaPa9LQsdMdqvzAVjtLxVFmbTy2E2CqhsU3/rLcWRG80x9IodbL55ZcgGUx+NBNBpFa2srOI6zcibNvt4TgW76I7DTbuhA3vEhkBmzq/8wpwh0Xbe+51QqBVEUEY1G0dbWxqSP5WQoxcfUJKiapiEcDruW805WrAb58GcBQvDeQ4/hwoEd1n2P7Y/jkb2FTeeCxRKiHYU6ZkI4hDznWI/r7u5GT08PDDGCvG+pddybeKFBn6IAUz3led41wu+EaW0VCoWgaZplyu/WmlNNt8hTCU1yWidUbh9lTySqZy40ufxF1dwVslYIxXEcBEGweg0DwJIlS5ixjnp1e64onH/m2WyH8yVJQjgchqZp01riuEVQH9w9hN0D9rXw0fM60RmYXoUTRRFtbW0WITKrZFOp1JRWLLS/F/RX99oHlq8GuWxdVZ/hVIVhGBZJNcOh7e3taGlpYSIFZyqUY7BvGAaGhoZAKXX1s3HnrQF5z8fAgeIze36F0xJHrPv+c2s/XjiaBCEEK8/zghsdIo+ZCIdsa6nNmzcXXBrCtuuJlN4DTo036mMAKEQNdV1nohjTtCpcvnw5gMLYzFxrN2DmdTcxNZrktMaoJqRP9Czk5HbrdiWqqWmpw2K/bb/fj82bN1s2HBzH4aKLLnJ5VAX0H1dxosf+vs44ywtRdF/NnQw8z6OlpQWUUgwPD5fknddogrp/KItf7rALD9bMD+KyaTpAmZ+rvb3dyik1rVtKURuMX90L5EdzuvxBcO//FBOq/BsZuq4jHo9jYGAAuVwOXq8XHR0dCIfDTHafqqTzk67rVhFha2ura+cMd9k6kLe9Dx5DxT/s+i+050ZzZFEoKDw2osAX4LF4aUHhJYTAx6+0nt/b24sjR44g7zsNulCwSyOg8CZeHPde9YSZyywIQsmV+/XAc889h3379sHr9eKqq64CACui6Kaq2wztTw/2ZpY3OAghyOfzFXVjkpNbQWiBIBmcD7nAirJfw2xXyJpqSgiBYRjYuHGjdezss89GOFx+Pm2tYegUr26zJ4vWKM+02b65gHIch1gsVpZfY6MIqqoXwvn6KGeO+gT8zfkzJl30CSGWSbzZ1WpgYADxeLzka4nueQXYYS/C5N0fBYm0Vv1ZmijAVOjN88fv96Ojo4MJdcxENS1JTastURTR0uKeDy63/iaQa96GlnwKX9zxE/i0wtyk6BRfe7YXed3AoqUyvP7C8i1LMxAKzLKev3nzZlCQIvVUTrwI0MZ2CEyn0zAMw7Xz48CBA3jwwQdBCMEtt9xStNZkMhmIouhaLrWiKEx2bGQJTXJaB1S0K6IGvCPP268ROhfgyidIPp8PhmEwtzPz+XzYuHGjZU/j8Xhw7rnnujyqAg7tU5BKjqpyBFi+im2z/UgkAlEUkUwmK6r8bARB/c2eIRxLFH5rAuBvL56FgDRxuNQMFwcCAcvmpWzSbegwfv2f9oHFZ4Kct6aaj9DEJMjn8xgcHMTQ0BB0XUcoFEI0GoUguNvTpRpiaiKdTiOTyUCWZVcLesjb3w+yZi3mZfrwmT3/Yx1/Pa7gP7f2QxAIlp1tOykEpLOtv/v7+3Hw4EFkQ6tBUbjmeD0JT3pPw8YPwCrIFUWx4bm8vb29uPfee6HrOm688UacddZZRfeb4o2b6mkztD81muS0xqi0XamYPQRBLSRuj931lvwaoztBp6UOKzAMo8hw//zzz2fCpiabMbB/t03wFiySEG5ht3FaMBi0lMVqvBnrSVBPJPP49S67v/b6JREs7xy/CJhqaTQaBcdxGBkZweDgYEX+mvQvfwaOHbZuc+/8ENMbjJMBiqJgYGAAyWQSoihaGww3UAtiaiIejyOfz1vXmhsghIC892PAmefgvKE9uPbYJuu+x/bHsflIEjNmi4h2FuYqjxhF0DfXeszzzz8PnfigBJZbx5ziR6Ng5og3kugPDg7ihz/8IbLZLNatW4dLLx3v86rrulUY5VZqipn6x9pazQqa5LTGUBSloko858SR9y2BIZYfjjQnUtbso3w+HzZv3myFMfx+P1asKD9loR7Y80oWmlaYHCQPKerEwhpMNSefzyMej1f9evUgqJRS/OjFPuRH4/ktMo/3rmwf9zinWmqSnEpTUWguC/qbn1u3yQWXgSxcUtkHaKJsJJNJDA4OQtM0V1TUWhJTE8PDw9B13YpSuAHC8eD++nNAWwfed/D36Eoes+777gvHMZDWRqM8hWMh+Wzr/uHhYezbt6+obkHKHgSn1ub7KRWGYVjFdI0IoY+MjOAHP/gBEokELr30UqxbN3kxpFkY5ZZIoqoqNE1rbqInQZOc1hiVqKacGocnvdt+jQoKoQAwWwjF8zyef94m3+ecc47rIUAAGBrQ0HPE/q5OXy5D8rB5SQiCgEgkAl3XSy6AKgW1Jqh/OZrEy8dtkvmh1Z3wO8L5plra1tZmqaVmeLjiz/DHh4CRUX9XUQK58X0Vv1YTlUFVVQwMDFjWU41SUetBTIECqTJfz8zvdgMkEAL38dsgijw+u/sXkLVClCedN/D153rhDXBYuKQQMpfEFgS8dmve559/HjlxDjTR3hzKyR1oNEz1tN7nQyaTwQ9/+EMMDQ3h/PPPx4033jjl401Lp2ZhFJtwnyGcRKjUIsKb2AKCAtnQhRbkfeWrPh6Px+orzhJkWcZLL71UlGtqWnq4CcOg2PWyPTGEW3jM72LTaJzjOKuCeGhoqOYeeSZBjUajCIUK1fSVpAxkVB3/8ZLdsvDsGT6smW+H8yRJQiQSgSAIUBSlrGKnScceHwZ9/EHrNrn6BpC28UptE41BIpFANptFJBJBKBSCLMuIx+Nl5Q+XinoRUxOqqiIWi6G1tRWtra2utbwk87pA/uoTmHXv3fjovgfx7TNvAQDsHSy4YbxrWRQ93XkoOYqIbyVS2dcBUCQSCezbvx/BzpUIDD8JAJBT25FpvRwAcPToUezduxdHjhxBd3c3RkZGKmodaiKTyeAPf/gDdu7ciUQigVAohBUrVmDdunUIBoNWi9xqxJNNmzZh06ZNWLFiBa6//nrreD6fx49+9CMcP34cZ599Nt71rndNq0ia67XP5wPP864UKGWzWQSDQVBKmwrqGDTJaQ2hKEr5ihbVCpWUo8iGLwRI+bt0M6TP2k7M4/Hg2WeftW6vXLmSiW4zx17PIxG3J6Plq7wgJRrDNxotLS0QBAGxWKxuqngtCOovdgxiOFsgISJH8NHz7Or8QCBg5Z05O7VUPe6NvwPMHNVgGGT922vyuk1UDlNFNTuXtbe3Ix6P13RuqjcxNZHL5ZBMJhEMBhGJRGqSTlMJuAuvgPH6AVz2p0ewo2UxNs4stCh94NUhrOj04YyVXmx/IQNRCCEgdyGVOwgA2LZtG5bdtNYip0K+D7xyHLpnJv74xz9i165dNRlfOp3Gt771LQwMDKCtrQ0rVqzAiRMn8Mwzz2D37t34+7//e8yfPx9+v7/oO3z11Vfx+OOPF72Wruu4++67rdtr167FsmXLAMDyOzbtCE387ne/Q3d3NziOA8/z+OUvfznhON/znvcU3c5ms/D5fPB6vVXl8FcKTdOgaRoTkUTW0PxGaohKVFNPajd4vXBRUCIgG1o9zTPGw8ybqdTCql4QRRE7duywiIggCOOqJt2AoVPscxRBzZ4vojXK5qUQCoXg8XiQSqXqvvGohqCeSObx2D67depNy9swKySBEIJIJGKlnJi5fDUZr6KAPv0H6za55kYQ2f2ONE0UYKqora2taGlpgSiK40hFJWgUMTVhFnz5fD7k83nXcvrJTR8EPXoI/+fAw9gXno8eXwcogLv/0ou71y9ASxuP2JCOsH+ZRU4HBwfx+okMwp65VudBOfkK0p6ZWLBgAWbPno158+Zh3rx5uP322yse20MPPYSBgQGcddZZeP/73281MnjggQewadMm/PrXv8anP/1peL3eIs/iVCqF7u7uoteilBYdK2UOMn8TwzCwdevWSR83lpyalk4+n88VcgoUeANLdmysgM0V+Q0GU5KvxNbHO7LZ+jsXWAHKl9/zV5ZlcBzHXCGULMtWdw4AWLZsGRPt7I4cziObLkyOhIDZIihJkuD3+5HP52uyqJeCSgnqL3YMQhvNNmj3CXjbma1WOoLpIBGPx2tamUqf3wikk4UbHhlkzdqavXYTtYGpora2tiIQCFgRgErPg0YTUxOxWAzt7e0IhUKueVQSQQD30S/A++XP4rOv/jf+YfUnoXIi4jkdP36pH/9nRQc2P5WGJETglWYhm+8FUFBPT79spU1OU68g3bbWMqWvFolEAlu3bgXP83jHO95R1GHrhhtuwLZt27B161YMDQ1h1qxZRUTwggsuwAUXlO5Ms379eqxfv37c8fe85z3jiGepyGazCAQCVaccVIomOZ0YbFZ/vMFACIGqqmVPWLxyAlLudet2NYVQrLVE4zgO+/fvt0I4HMfhnHPOmfpJDYCuUxzYY28i5i6U4A+w14rRVByBwsLYSJRbJHU4lsMzr9vk+d0r2+GXPVaXp0QiURUhmXCMhgH65G+t2+TiK0F8zQmeRRiGgcHBQcs/NBqNVtQi1C1iChSuiXg8Do7jrOvSDZBQC7iP/QMWKgP4wIFHreObjyZxSM2hraOgN4V9Z1r3dXd347g6FxSFFBtei0PMFauV1WDPnj2glGLRokXjLKMEQcCyZctgGAa2bNkCXdet9tqswIxIuWUbls/na15HcDKgSU5rhIoKoZJ2+EH1zIbmmTvFoycGx3HweDwVW1jVC16vt0g1XbJkiaXEuYkjh/LIZkZVUw447Uw2VdNgMAhBEJBIJFxRacohqD/bPgCTds4Pe7DujE5Eo1EQQjA8PFyfcNmr24ATo9Y6hIBcdf3Uj2/CdcTjcavopr29vSxjdjeJqYl8Po90Og2Px+MqwSJdp4O888O4pvd5nBG3vX1//GIfFiwt5PPL0kxIgt3l6qVX9iHvXWzd9iRfqdl4enp6AABz5syZ8H7zeE9PD9LpNHieZ8Lj2oTpcONmm9VKoq4nO5rktEYom5xSA57UTvv5odVABdV6Xm+hmxFrIf2jR4+ir6/Pur16dfm5tLWGrhWrpvO7JPj87F0CkiRZ/p9uui+UQlB39WWwtdce40cunodoWyt0Xcfg4GDd1HzjyYftG2edB9Ixa/IHN8EM0ul0kUVTKSSPBWJqIpFIQNM0BIPBitTfWoFcvgHcGWfhb/Y9AMEoFCEOZDT8oTeGaKdQsGxzqKevvfYaEtJS67ac2gHQ2jgomNGxyVpROyNAmUwGlFIm1VOe5xveycoES1FPVsDeyvwGhK7rZeeqCMox8NoIgEJHqJy/Mnslr9cLwzCY2nl5PB5s2mR3NFm4cCHa2tpcHFEB3QcV5LIF1ZTjgMVnsLN7N2GG8w3DcK0y2ImpCCqlFPdts62jVswM4uplc6AoimXKXpcxHT8K7N5u3eauektd3qeJ+sBsuqBpGsLh8JRhcpaIKcBQeJ8QcO//FOYaSbz1yFPW8Uf2xhCYV1jWA/IC8FxBDTQMA1sOaqCkEPbnjCykzP6ajMVceyZzYTGPm9G9XC5nWR+yArdD+7lcrtkpagya5LQGqGTXIztUU9W7EFQov70bz/OQJIm5E3twcLCo2vLcc891cTQFaBrFgdccqukiCV4fe6e/Gc5PJpPMOC9MRlBf7k1j35B97n/m8tOQyWTq4sVaNJ4X7Y0P5iwATmej21gTpcOprPt8PrS2ju+IxxoxNcFMeL+tA+QdH8JNR/6MmZmCB6tBgZ/s7Uf7DAGE8Aj5zrAev23Ha8h5T7duyzUK7ZtrT6k+nWY0iCX1VNd15PN5yLLsit8opbSits0nM9hbnd+AqDakrwQqW1xZ9DblOA7btm2zbs+aNQszZ850cUQFvH5AgZIrTKI8z6Zqyko4fyJMRFAf3GMThku62tAV5jEyMlL/sWz9i/U3ueCypnn1GxSUUgwPD1uFUk6CyioxNcFMeH/NWkhLV+Cj++xGFAeHcxgIFohO0HsayKhamsvlsC9mf8dSek9NQvtm/uhk0TtnAxbztqZpruZ4ToRMJmPVcLiBZmi/GE1yWiUq2fGMD+kvq+i9ZVlmLqRPCCkydl65cqWLoylAUykOOlTTBYs9kL1snfqshfMngpOgHk0X8k1NvGN5FMlksv5jOH4U6D1i3SarLq77ezZRX8TjcaTTaciyjLa2NuaJKcBaeP+TOEvpxeUnXrKO/3z/AFo6efCcB0HZLoT688v9oEQEAHA0DylzqOoxmJ9/so2pOZ+1tNgFWiwWRpnk0K0xme/PUhTUTbC1Qr8BUUlXKGd/40pD+hzHWSF9lrB//34r11CWZXR1dbk8IqD7kIK8MqqaCgSLlrqzM54KoVCIuXD+RDAJ6n0vvG4dW9bpx8JgY9RLp2qKeV0gHe6r8k1Uj5GREaRSKStUzjIxNcFMeL+1HeSdH8b7D/4OQbUQcclpFFu0wmbRGdofiiWQ4OyqeinzWtXvP3v2bADAsWPHJrzfPD5rll20mM1mQSllwvfahGEYVmjfDZi1K81IUAFNclolKgrpp21lsdKQ/nShFDcgCEJRd44zzjjD9aR3alC8vt9WthcsluCR2TrtTbN9FsP5E+F4UsVT++0+4zefPaNh710U0m+qpicVnIsyIeQNsUgzE96/5CqET1+K9x+0vU+f7kvA00ogCkHIkr2Je63P3px70nuAKpW6pUuXghCCgwcPjoueaJqGV199FYQQnHGGTZLNiJ/H4wHHsTMfK4piCT9ugDWxyU2wc1a8wWCqpeWSw1qG9Fkz3h8ZGcHx48et22Y/ZDfRd1xDxtENasFitlTTN0I43wlCCB47lLJ8Tee1eHHNinkN6XBC+3qBY7avI1l9Sd3fs4nGwBnKNxVUZxiYVVQb3ldVFY899hjuvPNOfP7zn8cdd9yBX/ziF2XPBYQQHLroGlw88AqWxw5ax/9wotAVyhnaf/ZVm0DyWhx83rb8mwqbNm3CXXfdhUceeaToeDgcxqpVq6DrOu6///6iyM9vf/tbpFIprF69epzPdTabtVpvswK3Q/ssiU1uo9m+tEIQQqBpWtkh2FqE9Akh8Hg8yOfzTOWn7NxpF3nNnDlzwgrcRuPwfvtinzFbZM7X1O/3QxAEjIyMMB3OB0bz27wh/H73XuvYW06PQNe0slqdVgr6st3qF7Png8yYXbf3aqJxmCjHlBACv9+P1tbWN0x43+/3Q5blkgUDVVVxzz334PDhwwiFQli+fDmGh4exZcsW7N69G7feeiui0WhJr7Vx40Y8/PDDuFBowfsPPoq/O/czAICDnIBVSgxBeS64pASD5hFLG0gYbQhxQwCAFx//Dzx9oJCWoOs67r77but1165da4kMqVQK/f39E7ZSvvHGG9Hd3Y1XXnkF//Zv/4a5c+fixIkTOH78OKLRKN761reOe04ul4NhGPD5fMz4dJudHmVZbljL6LHvb7ZDP9XB1kr9BkPZu5wahfQlSQIhhCnVlOM4vPKKbU3CgmqaiOsY7LOrURcuYUs15TgOgUAAmqa9IcL5ra2teHzfIPJ6QYlukXlcviBYVqvTakD3v2r9Tc4uvR93I8BxHERRhCzL8Pl8CAaDCIVCCIVC4DgOPM8jHA5bxwKBAHw+HzweD0RRZCq02UhMVvw0MjJiVfG7WXBUKpLJJAzDKKsL3hNPPIHDhw9jwYIF+OIXv4gPfOAD+OxnP4sbbrgBqVQKv/zlL0t6nVQqhUcffRQ8z+P8W/8Ri8ICLu635+KdNAeOCPDLC61jr/XZYeuuSMKy/qOUoru72/pX6mYzEAjgs5/9LNasWQNN07Bjxw5ks1msWbMGf/u3fzvhvGBG/iRJcj39y4lcLgdBECAIjdfumpZSNprKaRUou0o/d7RmIX2ArfyUw4cPW2RdFEUsXrx4mmfUH07VNBTh0RplZwIEChM6x3FviHB+OByGJEl4aHuPdezqxRGIPGcVSUWj0bopqJRS4JCt2JLFZ07x6PpBEASIomj9EwQBHMeVpHRMVzRDKYVhGNA0DaqqIp/PW0rOyYjpqvLNcLnP54Oqqkxv4AzDQCqVQigUKkkJ1HXdalRy0003FdkXXXHFFXjxxRdx8OBBHD16FHPnTt3Wuru7G7quY+nSpehavBj0nR/CLT/8Hp5vXw6D8NgvEJyvKwh6FyOZLVxDLx5Ucf5oGuppMwV8++t3gApTbyzXr1+P9evXT3q/z+fD29/+drz97W+f8nWcyGaz8Pl88Hq9dY26lINcLmep4G6MKZ/Pu2ZnxRKa5LQCmLJ7ueS0Fsb7QIGcsrRoEUKKVNPTTz/dtYRyE3nFwLFu+/fpWuJhKlTC8zz8fj/y+TxTm4yJ4PP54Pf78fzBfhwdKYyVALhqkd2usO4Eta8XSDuKLbqW1O61J4GZPiNJEiRJsoioCZNI5vN56LoOwzDG/Q/A6o42NDRkvS4hBDzPW6qq829RFIsWJ8MwrP7fuVzupFBWSrWLisVi1jmlaRrTOXlmaD8YDFrV6JPh0KFDyGaziEajE/akX7lyJXp7e7Fr165pyelYhY+ceQ5mL56PK05sxZ9mng8dwB4jjbOEVkhCC/JaDMcTArK6DC+fAwGFJ7O30EK7wVAUBbquM0VOzU5WHo/HlTEpioJgsDJucDKhSU4rQEX5pjUK6YuiCJ7nmcnRAQqT8uuvv27dZiGk330oD2P05/F4CGbNE90d0BgEg0EQQlzJayoHkiQhHA5D0zTc/7LtL3r2TD86A8UbkHoSVOpQTTFzLoivPukDHMdBlmXIsgyPx97QmATRVDMr2RyO7Zo1VXvXsQqtSVgDgYBV6ZzL5ZjrDlcKyvExNY3629vb0dLSUte2uNWCUopkMolIJAK/3z/lud/TU4hATERMncd7e3unfd+5c+dClmXs378fhw4dQldXF7ibPoCbv3I7nuk8Byon4lWi4SxCEPAuxnDyRQAEe/okrJpV2GxK6ddcIadAQT0NBAIQRbHsNuD1gqIokGUZHMfVtdvdRGjmnRbQJKcVouwq/ZM4pL97927r72g0io6ODhdHAxgGRfcBW12av1gCz7NzoQuCAK/XC0VRmFbBeJ5Ha2trIQ/teD/+csRWLtcuDk/4nLoR1EO2HyPpOn2KB5YPM3Qsy7Kl+Ju5XyYBbHSUQtM0aJpW1P1NEASLOMuyDK/XWzTOTCbDPFGtxGBf13UMDw+jra0Nra2tGBgYYPZzZjIZBAIBBAIBpNPpSccZi8UAFL6PiWDm2ZqPmwo+nw/vete78LOf/Qzf/e53sXDhQoTDYZzl8WJdz2Y8MvdSZGDgCLKYIy/EcHIrAAO7enisGrUelTL7Ct2iSOMpgUlOvV4vM+Q0l8vB6/XC4/E0vAOjeU2f6qH9JjmtEG6G9E2zXhZgGAZ27LAdCM4880zXd3wnjqnIZkbtozhg/iK2LvJQKMS8akoIQWtrKwghGB4expP7h6EahYU2LPM4b/bk5289CCo96FBOa0ROzeIlUyE1DAOZTAa5XK6i5hr1hqZpSKVSSKVSlsLr8Xisf6FQCNlsFplMhslNTzWdn/L5PBKJBMLhMFpaWpiu4E8kEmhtbUUwGJz0Gjd/n8nSn8zjpYogZ599Nnw+H+677z4cOlTo+rSfivjE0afxxMwLkBM82K5lMF9og88zFxmlG4eGPNAMDgJngKN5iNkjUH2Nb5qiqqrVzpSVOdG8/mVZdqU9eJOcNslp2TDl9nKVUymz3/pbCSyv6L3NimCWQvonTpywiAfP81i6dKnLIwJeP2gvzLPmiky1KpUkyZrwWNlgTISWlhaIoohEIgFFUbDxsN2a8MquMMRplOhaElSq5ICebus2WVT5OWZaFPl8PgiCYFUMZzIZpvMZx8Ik0uZc4PV64fP5rH9mAdF0uY+NQi1akqbTaQiCAL/fj1AoxAyRGQszL9jv9yOdTk+oupu/Sa028hs3bsRvf/tbrFixAuvWrUNbWxuGhoZw5N7v4C3HnsGvF1yNAagYpHkEvYuRUbqhGQSvD4tYHB0tZM0dcoWcAoXvjKXQvpnG4xZBbOadNq2kyoaZb1pOHgqnJSGo/dbtvK+yYg5zN82SKmLu0gFgwYIFrhsqZ9IGhvod9lGMme4Hg0FQSpldWIHCGGVZRiaTQSqVwvFkHgeHbeJ2RdfEocixMAlq1TZTg30AHb3eBAGYOXGe3lQghCAUCqGzs9NSrpPJJPr6+hCLxd5QxHQiZLNZDA0Noa+vD6lUCjzPIxKJoLOzE4FAwNVoRi2IqYmRkREoimKFgVlFMpkEIWRSgmGSnsnOO3OOL4UcHThwAA8//DBmz56ND3zgA5g1axY8Hg9mzZqFc7/wL7j8+AtWW9NdRgZeaSY4UlhLDg/Zyq2UPTzh6zcCbpvfTwSzW5QbllKseZi7gSY5rQDlLmRi1u7YoQth6EJl5vTTTWiNhmEY2LvXDrd2dbmz63ai54hN3P1BDpE2duyjzPBrJpNhxmlhLDweD4LBIPL5vGVx9Vy3nWs6P+zBvHDphL8mBHV4wP67JQrClf6bEkIQCAQskqbrOmKxGPr6+ixvypMJuq4jkUigr68PIyMjlvdmR0eHK33Ma0lMTcRiMWiahkgk4gpxKAWKokBRFHi93gnHaHa/GhkZGXcfAOvaK6VL1osvvggAOOuss8b55fIeGYNnX4gbjjwNAHidKtAI4PMUHAAOD9vkVMwdAQx3VEvT8YKlUHY5G4R6vv+piiY5rQDlnjRS1lYX895FhT6aFUCSJOi6zgyxGRoasrwHCSFYuHDhNM+oLyil6Om2J9c58yXX81+dCIVCMAxjXP9pVuBspeokEs8esVXeS+aXH2qqlqDS4UH7Rmt7yc/z+Xzo6OiwvvdYLIaBgQFXcsgaDUop0uk0+vv7LQIUiUTQ0dHRMHWqHsQUgPVbAmDaoD+RSEyqns6eXehuduzYsQmfax6fNWvWtO9jEtnJftf4omU458RWePQ8NFC8bijweeYBAHriIlS9MEcSqkFUJh5PI6AoCiRJYqYhhaleumWL2CSnTZQMU2avRjlVvZWpi2a+KSuqKVAw3jcxZ84c10MyibiO5IhN3GfPZ8c+yuv1QhRFpNNpZtW6cDgMnuctxQ0AehN5HI7Z59wl8yrLg6qKoDqUU9I6fTtHj8eDjo4Oi7jE43H09/efEqR0IpgkNZFIgOM4tLa2IhqNQhTrd33Ui5iaUFUVqVQKkiTVtStZNVBVFdls1rr2nVi4cCFkWcbg4OCEBNX0jS7Fls/M6T569OiE9x/t6cGLxIPLT2wFABygWXg9M0GIAJ0SdMfssYkOIaXRYC20Tyl1Pe/0VEaTnJaBivJN1TgE1Z6c895FFb03a/mmlFLs27fPus1CSP/Y67Zq2tLGwx9gJ6QfDAatLjIswuPxwOfzIZfLFZG45xyq6YKIB3PKCOmPRcUE1RnWn0I5NZXftrY2cByHRCKB/v5+pgoI3QKl1OqNnkqlIIoiotFoXYou6k1MTSSTSaiqimAwyGx4P5FIgFI67nsWBAFr1qwBADzwwANFRGTjxo3o7e1FV1cX5s2bZx3ftGkT7rrrLjzyyCNFr7ViRcEze+vWrdi1a1fRfTt37sTWrVvxshjE+th2AEAvzSMHAq9UUG+L807dI6fOCnlW4Gbeqel3eqqCzSuaYZRbSSg5VFNNbIUhRip6X9byTUdGRooWHrfJKTVoUb7pnAXudqhywuPxQBAEJJNJJicbZzh/bCvV5xzeppWE9Meikip+WgI59Xg8iEQi4HkeuVwO8XicWYXaTRiGgUQigUwmg0gkYhW/xePxmlRJN4qYmojH44hGo4hEIhgcHJz+CQ6oqoonn3wSL7/8MmKxGHw+H5YuXYoNGzZUlC4wMDCAP/3pT9i7dy+SySQ8Hg/a29vxyU9+EvPmzQPP80UpWWvXrsW+fftw+PBh3Hnnnejq6kIsFkN3dzf8fj9uueWWotc3NxdjiylXrFiBs88+G9u3b8d//Md/YO7cuVa1vqmmrr32OsxX4zj74F5sbz0dB2kOC0ctpQ4PewAUrkExd8Q1v1NKKRRFsazdWJgrnXmnjW7+QCmFpml1jXCwjKZyWibKncCdYRK1QtUUYC/f1NkRqqOjw3Xbi4F+DUrOtGcpWEixAr/fD0opswreROF8ABjKqEUh/Yvn1uY3LltBjQ1Zf44N6zvVUkIIYrEYhoeHm8R0GmiahsHBQSQSCQiCUBMVtdHEFKg8vK+qKu655x788Y9/hKIoWL58OSKRCLZs2YKvf/3rZRPdHTt24Ktf/SpeeOEF+P1+rFixAnPmzMHw8DAeeOABABg3PlEU8YlPfAJr166FJEnYuXMnhoeHcd555+Hzn/882ttLy68mhOD9738/3vWud2HRokUYHBzEjh07MDw8jDPPPBMf/ehHcfXVV4Ncth7X9W0BABwwsvB55gDg0BMXkR9dVgjVIOYmTg9oBHK5nNU2mAW4nXfKgq2WW2gqp2WirJOF0iLlNF9lvilL5ObAgQPW34sWVU66a4We123VtGOmAMnDxr7L7OqTzWaZ2Vg4MVk4HwC2H09bf3cGRMwO1W6CLktBzTnG5WhbKkkSWlpammppFUilUsjlckUqqlkNXw7cIKYmkskkZFlGMBhELpcraexPPPEEDh8+jAULFuBjH/uYRYY2btyIhx9+GL/85S/xqU99qqT37+npwX333QdZlvGxj32sKIpkGAaOHTsGVVUtk3mnIihJEjZs2IANGzZM+z7r16/H+vXrJ7yPEIILL7wQF1544aTPJ/4AzjlrEWaP9KPH14ERwsErzUQ234OjMQmLooU5VMwegup1p7jVjAzKssxEF0S3805PZXLKxgr+BkI5JwuvDVstS4HKi6FYyzdNJpNFPZ/dDulrGsXxHntBYimk7/f7AcByNWAJU4XzAeBlBzldNdNfc+eDkhVU6iCco5W8Pp+vqZbWCBOpqOUsxm4SUxPlWC/puo5NmzYBAG666aaiz3rFFVdg1qxZOHjw4KQFRmPxwAMPQNd1vPvd7x43F3Ich3nz5lldvdyw83KCv+ot2NC7GYCpno5aSjHid2p2P2RFOQXczzs9VdEkp2VA1/WyFkAx48w37YAhhCp6X9byTY8cOWL9HYlE0NpamW9rrXCiR4WuFdQIQSTonMlGSJ8QAq/Xi3w+z8zGwonJwvkAoBu0SDk9Z5a/LmMoiaAaxeQ0FAohEolA13UMDg6eslX4tUYqlcLQUCGForW11dpYTQUWiClgh/dFUZw2vH/o0CFks1lEo1HMmTO+ocPKlSsBYFxx0UQ4ceIEDh06hPb29ikr683ISSnfaT1BWqO4Yq4PfjWDgzQHv2z6ndpksJB36t5GT1EU8DzPTJGbm36np3JRVJOcloGq/E2raAvHWr6pM6Tf1dXlupdoX4+9u5w5RwQvsOFt6vP5wHEck6qpJEmThvMB4MBwDql8YYESOGBFZ/0Un2kJqoOcRlpaEQgEoCgKBgcHG16kcLIjn89jYGAAmqYhHA5PWRjECjE14aze5/nJnTp6enoAYEJi6jzujA5Nhv37C22pTz/9dKiqii1btuCBBx7AAw88gM2bNxeFpjOZDARBcF0V9F1zA646/iJS0DFAeHjEdvSOiDBGORChKvj8wNQvUkeY66xbeZ5j4WbeqVkUdSqCja3JGwTl5psW+5tWlpdJCIEgCEzk3wCFhHVnuMvtfFPDoBg4YV+8M2azoZoCBXKq6zqTyp7ZRnWyDjUv99r5n2e0++AT62vLNWUOqoOcSrKMdDo96bibqB6mIt3S0gKfzwdBEMalTbBGTE0kEgm0tbUhGAxOmKoCwDLwD4cnbsNrEnLzcVPh+PHjAArFTV/72tfQ399fdP+jjz6KD33oQ1i0aBHS6TQCgQD8fr+rUTAyex7WBZJ4GEC3kcMSaSbi6QH0pwTMCBbmUlHpge7pdGV8pqWU2U3PbZgE0c2iqFOxYr+pnJaBsvJN1QHwur3A5ytMMBdFEYQQZnJPenp6rEXK6/VixowZro4nNqhDVQtbfo4Doh1s7LckSYIoikwS01LaqO7ssxeFs2c2JhQ5qYLqIEWJJjFtCCilGB4eRjKZhCRJiEajlhrJKjEFpm8bCkyvzJnHSyGQ5vX99NNPI5PJ4EMf+hD+7d/+DbfddhtWr16NdDqNe++910qdMa2S3O6CNPOiC3H6yOs4ShXIUmEO7x2xCZCg9Lg1NNfJ4ERQVRU8z7vyu7Gy9jcaTXJaAsycj3JOEsmRb6pKM0D5yhZ4c8fEygl64sQJ6+85c+a4HtLvP25/L63tAgSRnZA+ACZ2/mMxXRtVVafYP2Qr9cs7GlfEMZagFtQtO+cql2UjgnCqIJlMIh6Pg+d5tLW1IRKJMEtMTUzVNhSw5/NazF3mRt0wDLz3ve/FWWedBa/Xi46ODvzVX/0V5s2bh0wmg2effRZAoTCSEOJ6YRRWno83xfcgDh2q0AICHj2MkFOA3bxTNxRMVtb+RqNJTksAIaT8Yqga+ZuaFwMrBTVmvhZg94d2E/3H7ZB+5yw2Qh9mIZSiKMzlC5XSRvVQLIe8XljARY5gUWtjc+RMgqppGvx+Pzi/g2SkJybUTdQPmUzGIqg+nw+KojBLTIGp24YC0xeYllMAYz4mHA5j6dKl4+4///zzAdh5+oqiQNd118kpESW8aV4AHDVwFBo8UkeRcioqva4WRbGWd2oSRLfI6alYFNUkpyWiXHIoKnZeZqUhfaBwMWiaxsTJqSgK+vr6rNuzZs1ycTRAJm0gMWKHpTtmsrHL9vl8IIQwqZqW0kZ1d7897tPaZIh846cJQRDAcRwopeBb2uw7EtPnATZRe0iSZHXt4Xl+yoIjFmB2YzPzl50w7aYmSw8px5bKdCqZzLHEPO683lgpjGq5aA1WxA7gKFXglWbgREKEPspH3S6KcuadsgCTILpBTk/VoqgmOS0R5UjrRM8U+ZtqnsoURrMYihVZ/8SJExZJ9ng8aGtrm+YZ9YUzpO8PcggE2VgwfT4fDMNgpojNhN/vhyAISKVSU2529gzYebJntHsbMbQiCIJgeZgODw+DhO2Fn47EGz6eUx3OHFNniN/tvMmpoGkaMpmMlV/thBnxOXbs2ITPNY+Xsvk2K/snc+QwN6jOMWQyGVBKXVdP0XU63pR9HcdpHqLYCdUgGEjZG3xRmfj7aQRYzDt1s5UoKxygkWB3dmEM5ZwcQt7OyzQ4GYYwcVXotK8jCEwVQ41VTd3PN7V3kx0z2FBNBUGwCqFYULtNEEIQCASg6/qUqimlFK85yOmZDcw3BQqm5a2trRYxVRQFqs/O15Zy7KnRJzPGFj9ls1mMjIxAEATX/Y2nw2Tq6cKFCyHLMgYHByckqK+88goATOlbamLJkiWQJAlDQ0MTVveb4XynbZWu68jn85Bl2dU5lBCCi86cBc5QMcgHQIiI3kQz73QyqKpqRXTceO9TDU1yWiLKkdUF5bj9PGlmodl7BTB3jaycmM6J3O18U12nGOy3v5cORvJNZVkGAOZU00AgAJ7nJy2CMtGXUjGi2KkSp0cbq5y2trZCEATE43E7JzAUse4XMsmyeqg3UTkmq8rPZDJWFf9UPqjTQVVVPPbYY7jzzjvx+c9/HnfccQd+8YtfTGoBVSoGBgbwd3/3d/j0pz+NZ599FqIowuu1z2NBELBmzRoAhe5OztzTjRs3ore3F11dXZg3b551fNOmTbjrrrvwyCOPFL2XJElYs2YNdF3H//7v/xa91p49e7Bly5YCCbzooqLnZbNZJnrIBy66FKuGXsMxaJDFzjFFUdP7vNYTzbxTG6diWJ+NLQnjoJSWZYDvVE41T+VWSyxV6muaZnn6Ae7nmw4NaNBHr1eeB9ra2TiVZVm2LGNYASEEfr8fqqpOmwd7KGaT6hkBEUFP41IlwuEwJElCKpUqtuAK2bl/2vAgWsf6oDZRc0xnF5VMJiEIAnw+HzRNK/u3UFUV99xzDw4fPoxQKITly5djeHgYW7Zswe7du3HrrbciGo1WNPZf//rX1mK+adMmXHLJJQgGg0Xn1Nq1a7Fv3z4cPnwYd955J7q6uhCLxdDd3Q2/349bbrml6DVTqRT6+/uRSCTGvd+6detw6NAh7N69G3feeSfmz5+PVCqF119/HZRSXHvttZg/f37Rc1jpIU/aOrBGGMYPqYLl0gz0jNiFvIWiKB0g7qRLuVkhPxGc42n0/N4kp01MiHI7MwmKg5xKMyt+X7MYioWe4SdOnLC+B1EU0d7e7up4Bhwh/WinAJ5330KK4ziIosicamp2qppoYR2LwzF70u1qles5rCL4/X6LDI0bp6MgSjly2LKZApoEtR4o1cc0Ho9DEAQEg0GoqlrWgv3EE0/g8OHDWLBgAT72sY9ZCuLGjRvx8MMP45e//CU+9alPlT32559/Hvv378dFF11kdWhKp9MIBoPweDzWGEVRxCc+8Qk8+eSTePnll7Fz5074fD6cd9552LBhQ0nFUCbM19q4cSNeeukl7NmzB4Ig4LTTTsNll102YXoASz3kz125GNqhDFSpHSfihaIonhstilKHoEsdrozLMAzous4MOTULk90Yj67roJS6nkrXSDTJaQkoa9dCDQh5OzezUuWUtc5QTtV0xowZrlfrDg/av0n7DDYmL4/HA0IIM7+ZCb/fD13XS3IPODRsj31hS2MWTo/Hg1AoBFVVJ8zbI3O7bKfTvh4MHDuC9jnzmgS1DijHYN806o9Go2hpaSm5nayu69i0aRMA4KabbioiaFdccQVefPFFHDx4EEePHsXcuXNLHnsymcRvf/tbLFmyBKtWrcLmzZsBFNIQJurMJEkSNmzYgA0bNkz72uvXr8f69esnvV8QBFx99dW4+uqrSx5vLpdDMBiEJEmuWgXK512M87c+jBMdb0KASohleUT9BSGCzw+6Rk4BMEPgAbtIyy2yrOs6M/m3jUAz57QElENOeXUIhBbC8BQEmlRZCzjWiqGcfaZdzzfVKEZitprd0sZGlb4sy6CUMhXS93g8EAShZFurIuW0pf7KKcdxaGlpsYjOhEVkHTMB72hhFqWgrx+cuJNUE1Whks5Puq4jFouBEFKy2njo0CFks1lEo9EJ+9uvXLkSALBr167SBw/gwQcfhKqqeMc73jFujLlcDrIsM7W4m5tYt8kXkb04R86hHxo8QisGHRX7guqenRRQIKemUMMCzKIoNxTMUy203ySnJaCsYihHvqkutgFcZcnc5sXIwgmp63oROXU73zQe02FyGJ4HQhE2yKnH40E+n2ciDcNEIBAApXRSqxsnRnIahrL2+dYI5TQSiYDjOMTj8UnTZwjHAfPsRha0e//krU6bqAjVtCTN5/NIJBIQRXFCX9GxMBt5TERMncedc8502L17N7Zt24arrrpqwpQj8/z3+xvTircUqKoKXdetIko3cdaiTvTRPCSxFYNpmwi66XUK2PUWrBRFmeuxG2SZBS7QSDTJaQmouFLfU3m+KUvkdGBgwJokOI7DjBmVF3nVArEh+zuJtAngOPfzcMx+2SyF9Hmeh8fjQS6XK4kwd8dt1TTk4dHqre8E7PV6IcsyMpnMtN8bWbDYvvF6wZ6nSVBrg2qIqYl0Oo18Pg+/3z8tkTBTNwqtacfDdACYKMVjIiiKgv/93/9FR0cHrrzyygkfk8/nkc/n4fV6mcrby+VyEEXR9TSptpUr0ZbqAYSWInLqtnLKWlFUk5w2Dk1yWgLKI6fOYqjKSZx58pdbjFUPDAzYE1RHR4frIZbYEJshfYAtCynT5LsU1RQAehJ23tu8sFTXRZzjOITDYei6PmmnniLMP836k3YfsP9uEtSqUAtiasK0gIpEIlOeO9NZBJnHS02P+f3vf49YLIZ3vOMdU85NmUwGHMcV2Uq5DXO+cFs9JR2zcJbSixE+VGTEz+cHABf9mlksigKa5LQRaJLTaWAYRllhWiHvVE4rJ6c8zzPTttSpYFRq71IrUEoRG3SSUzZykWRZhqZpTGwmTJg2P6UWWzjJ6axQfcNoZjh/ZGSkpHO8SDntPw4aH7JuNglqZaglMQUKi2cikbAq+CeD+XvXYvNz5MgRbNq0Ceeddx5OO+20KR+bzWZhGIb7nZkcUBQFhmG4Tk4B4Ow2Cf2cB0MZO52HM7IgRmmb23pBVdUmOUWTnDYxBuWQDaLnwGtx63Y1NlKCIDBDdIaGbCLgdsvSbNqAkrM3Cy1R95VTMyzHkmoqyzJ4ni+5EAoAepM2OZ1dR3JaTjjfQrQTaLOrhun2F4rubhLU8lBrYmqilPC+WQA0mTJqbqamKxTSdR2/+tWvIMsybrjhhmnHRilFNpuFJEmuR3+cUBQFklTfSEUpWHbmAgxSBaoRRSZvj0XID7o4KvaKojRNc2Us5Qplb3Sw8WszjEqLoQptSyMVvSfHceA4jpmdkpOcut2ycNgR0vcHOXg87u+vWA3pU0rLIqdFymmwPuSUEIJQKFR6ON/xPLLqItAnHgYA0Jc3A5cXWwCZBDUajbpuM+XMIzRJh9frBaXUaurh1vVdL2JqIh6Po729HeFwuCglyIRZ1T/Z72+mB0xX/R+Px9HT04NQKISf/OQnRfeZhvtHjhzBd7/7XXg8HnzkIx9BJpOB3++Hz+cryfe3EVAUxdqwFTWfaDC8Z65A2+anIIltGEwLmCcV6gz4/ABU7wLXxuXszMTCmuhmmoGu6660T3UDTXI6DSpvWzqj4ralLBVDZTKZIoLjtnIac/ibspJv6vF4YBiGq16FTphtEc2QYSlQdQP9adu2bHaoPpX6ZhvVeDxedsqKk5xi707QVAIkUFwd7gZBFUURoihCkiSIojip1cxYskUphaqq1r98Pl/3a77exBQozFvpdBqBQABer3cc4TKt6Cbqa+88XqorSCKRmJRoZjIZHDx40NpAmt+11+tlhpw6807dJKfEI2MFP4IRYUGBnLaMklOXi6LcDKVPBE3TrALYRiuZbvqsNhps/NoMo1LltJp8U5bIqVM19Xq9rudrFRdDuX/6chwHSZLKUijrDVmWy24G0JdSYYxyRY4AnYHaT4Acx5XcRnVCdC0Fwi3ASAwwDNBXXgS5ZHx1dr0JKiEEsizD5/ONC8eanpqmTRCl1BrDyMhIQQEeDVE6Sa1z7LlcDplMpuZ+uY0gpiaSySR8Pt+4tqEAsHDhQsiyjMHBQRw7dmycpdQrr7wCABN2VnKira0N3/rWtya8b//+/fj+97+PpUuX4m/+5m+K7jPN70VRZMJH2tzYuu13CgAr54Tx2+FQkdcpp/S7OCK7MxNL5BQorNONFiRY4ASNwqmhD1eBcvI++bx9EdeiUp+FE9G5iLmtmuo6RSLOFjk1d7EsLHImKkkzGMg42sH6RAh1sOcKBALgOA7JZLKi5xOOAzn7Aus23bZ50sfWIweV53mEw2F0dnaipaUFkiRBURQkEgkMDQ3hxIkT6OvrQywWQyqVQjabRS6Xs0L5iqIgl8shm80imUxieHgYfX196Ovrw/DwMJLJJPL5PGRZRltbGzo7OxEMBmsSxmskMQUK338qlYIgCOO8RQVBwJo1awAADzzwQBEJ37hxI3p7e9HV1YV58+ZZxzdt2oS77roLjzzySNVjc/a1ZwX5fB4cx7luKbXkrDMwTAkG0/aGieTcJacAW92R3FRyWalDaQTY+LUZRjmyvbMYShcrz80UBMHKS3MbzoXM7XzTdNKwXE0IBwTD7u+tTHLKSkgfqKwZwIAjpN/ur/20wPM8/H4/8vl8Vbm5ZNVFoE//oXBj18ug8WGQyMTnZa0UVFEUEQgELEU6n88jk8kgm83WxE1D13VLcQUKCrPP57OUx0AggGw2i1QqVdGGdSJiqqqq1Vc+FovB5/Nh6dKl2LBhg+UzOh0ymQz27NmDV199FT09PVanqM7OTqxevRpr1qyB3+9HIBBAJpMp+q7Wrl2Lffv24fDhw7jzzjvR1dWFWCyG7u5u+P1+3HLLLUXvlUql0N/fX5NQfD6ft8zvK90o1RrOvEo3531+zjxEMn9GioQBFKJmopEs2Em5WLBlhtJZQJOcNgZNcjoNSj4ZqAFOsydOQ5jYYLoUmDZSLIClSv1U0lEMFeCYMN8XRdHqucwCJEmqqBlAETn11T6kHwwGQQipnlwsWQFE2oD4EKBroBt/D3Ljeyd9eDUE1Sze8vv9VrjdrEavJwzDQCqVQiqVgsfjQSAQgM/ng9frRTKZLItgT0ZM77nnHhw+fBihUAjLly/H8PAwtmzZgt27d+PWW28tyTJu48aNeOKJJ0AIwZw5c7Bs2TKkUikcPnwYR44cwSuvvILPf/7ziEaj8Pv9ReMWRRGf+MQnLIK8c+dO+Hw+nHfeediwYUPJrVArhaIo8Pl84HmeiQXfSU7dLKwkhGA2P4KMFrGO8UQDMRRQ3j2lWdM0y4HE7d/LTNdxq2L/VEGTnE4BwzBKVkaIngaBfeJUQ04FQWCiPzullC1ymrC/30CIjWIos4KUBT9aoHLngMGMTU6j/tqSU57n4fV6kcvlqiZ2RBBA3nwd6IP3AQDo04+BbrgJxDP5wlkJQZUkCZFIxLoWR0ZGXNmAKIoCRVEgiiIikQhCoRC8Xi9isdi045kslP/EE0/g8OHDWLBgAT72sY9ZitTGjRvx8MMP45e//CU+9alPTTs2j8eDq6++GpdcckmR2jowMIB77rkHhw4dwkMPPYQPfvCDCAQCSKfTRdeJJEnYsGEDNmzYMMGrF2P9+vVYv379tI8zcdppp02ajwoUrg+fzwePx8NEvrimaTAMg4lil4URD/aMSNAMQBgNTnHaCHSXySnAjsWipmmupGCw8NkbBffjogyjvJC+QzUlHlCushAEx3EghDBxEqZSqSKS7HZYP5Wwv5NA0P1T1yxsYS3fVNO0sonUQNp+fK3D+n6/H4SQmhUlkcuuATyjXX7SSdC//Hna55Sag0oIQTgcRjQaBcdxiMfjGBoacl0ZV1UVAwMDSCaTEAQB7e3tU+bRTkZMdV3Hpk2bAAA33XRTUaj0iiuuwKxZs3Dw4EEcPXp02jFdddVVuPbaa8elAbS3t+O6664DAGzduhWpVMpKVWAFiqKAUspU3qmmaUz0kO+aE0WO8yOZs8kXr5Vu+1YPmOuh2zm5JgzDcGUs5Qhmb3S4v8IzjHIIIue4eKtRTc3iBxbIqVM19fv9rk/kqaS9WQgyoJyaCwkr5FQQBAiCUFFYsEg5rWFYnxACn89nWSXV5DV9AZA3XWXdpk8+DGpMf71MR1AlSUJ7ezv8fj8URcHAwAATqpoTyWQSg4OD0DQNoVAI0Wh0XHhxquKnQ4cOIZvNIhqNjquSB4CVK1cCAHbt2lXVOE27qJGREasz09jCKDdhFqh5PB7Xze9NqKrKRFHUjNMWIst5MJKz6QGnu2u7xZqdlOk36sa5c6qE9pvkdAqUpZzqTnIamuKR07zO6MTEwgnIUqU+pbRYOQ25f+qyVqlvbh4qSQmJZx0uCN7aLQA+nw8cx9Xca5RceX2hKg4A+o8D216Y+gmjmIygmhXyTrWUhQ3iRHCqqKIoIhqNWufidFX5PT09ADAhMXUe7+3trWqM5sY2FAqBUop0Og1BEJgpagEKoX3TE5gFmJs3t0P7fFs7eE1BwqGc0tzQFM+oP9zM85wI5vrshiE+C9ygEXB/hWcY5Smn9s5SP0mUU2cHl3oXKEyHbIbC+ZUEgu4rp2YxFEvk1DCMssmpohnIavaEF5Fr9936fD4YhlFzc3HSPgNk1UXWbeOB/wJVS1NmxxLUlpYWtLS0wDAMDA4OMqeWTgbTjgoobB5bWlqmtYuKxWIACiR2IpghevNxleLpp58GACxfvhwArGp9lkL7TvN7FuAsinIThBCESRaJnD0OPeNuC1PAvbahE8HNNAMWuEEj0CSnU6CcHUpxWP/kUE6di7TbvcqdqqnXx0EQ3Q/FsVYMJYpiRaHzkVzxZBfy1GYBME3m60X2yPW3AKZyMXAC9I8Plfxck6Bqmma1FTVvv5GgKAqGhoZACIHX60U+n5/Sx9Q8PybLbTSPV1OQ+dxzz2Hfvn3wer246qpC+oWu61AUBbIsM9N+0TAMqKrKRJ4nYJvNu01OAWBuUEMqb28kDKW6zUotoOu66ykPJkyC6Ma53CSnTZRnwH8SKqfpdNr62+18saSDnPqbxVDjIIoiCCEVjWdEsQlZQOIg8rUh/qZKVjdyOnseyJuvt27Tx/4XdKh0w3CPxwOe50EpBcdx8Hq99Rhm3eHz+UAIscKeU5EbcyNVr1y5AwcO4MEHHwQhBLfcckuRQpvJZKwcZFagquqk7WbdgKqqTJDTRbMjSOSD1m3B5ZxToLAmmh3W3IYpHrlVFHUqwP1VnmG4pZxSSpk4AZ15gm6TU6eNVLCZbzoO1TQDcOabRuTahc1kWYaqqnVVI8n17wJCkcKNfB7Gr/+zpOdJkmSF8gcGBmraSaqRcOaYDg4WQq9tbW2Thj/N/MrJlFHz/KkkD7O3txf33nsvdF3HjTfeiLPOOqvo/lwuB8MwmAmjA+yE0k2oqgqe511XCOedtgAx1V7HZK62aTmVwE1COBZN5bT+cH+VZxilG/DTmhrws0BMDcMoUk7dXrTTKYfHKQP5pqxV6ldDlhMO5TTkqc13K0kSeJ6vu6E48flB3v4B+8DLfwHdtXXK53Ach5aWFsvHV9O0mrc6bQTGFj+pqmp1aZosR9w87swndyIejxc9rlQMDg7ihz/8IbLZLNatW4dLL710wsflcjmrUQQLMK8XVkL7rBRFedo7MOII68uCBhjuznVuEsKxaCqn9Yf7vzLDKJWcEiMHjtqKlV6FcspxHBM7o7GtGd1WTpWcfUF6/e6ftqwVQ5ltDyuZuNKqg/jXiJxW2gygEpALLwcWLbVuGz/5Nmh88rzLUCgEnueLjPVL9UFlBZNV5SuKYlXxB4PBcc8zLZ6OHTs24euax2fNmlXyWEZGRvCDH/wAiUQCl156KdatWzfpY1nra8+icgq4Px5CCPJqMWHnDHfVU5aUUzO62VRO6wf3V3lGQSktudDFqZpS8KBc5USOFeXUqZpKkuS6sqBk7d/CI7ufc2T+TiwVQ1VKlFN5Rz6vWJspwePxQNf1hpB3wnHg3vMxwAxlJ+Iw/v1roBNM4rIsw+fzIZvNjnMQeKMQ1OnsolKpFFRVRSAQGEdyFi5cCFmWMTg4OCFBfeWVVwAAy5YtK2ksmUwGP/zhDzE0NITzzz8fN95445SPz+VyTJnfm62H3SaDJszNEgsEjCccVMclRFwmp00jfvt9TwU0yekkKId08GPzTStM2DaTvVnYGbFUDKVrFKrqJKfun7Ys9Hg2UU0xFACk8w7lVKp+suV5vuE9wsnchSA3/7V9YN+roA//vOgxHMchHA7DMIxJw9qsE9TpiKkJ0wpqbPcmQRCwZs0aAMADDzxQlHu6ceNG9Pb2oqurC/PmzbOOb9q0CXfddRceeeSRotfK5/P40Y9+hOPHj+Pss8/Gu971rmmLVSilyOfzTJnf5/N5poqi3CI9YxGQeORUx1yruWux5qa36ERwyz2AFUGk3mDDNIxBlHMCcA4D/moq9VmykWKJnCpK8ffBgnLKcVzNOh5Vi2qKoYAxyqlU/cTfyJC+E+SydcCB3aAvFDw26WMPgC46E2TleQAKxI7necRisSmvMZOgRqNRhEKFFJ1aNxGoBKUSU6CgwCWTSYRCIQSDQSSTSeu+tWvXYt++fTh8+DDuvPNOdHV1IRaLobu7G36/H7fcckvRa6VSKfT39yORKK7Y/t3vfofu7m6rq9Evf/nLCcfynve8p+h2LpeDx+OBx+Np+DkyEZyhdBauaVYsk1oCIrIagZkcomZHwLlotMCicto04a8fmuR0EpRXqe8shqo839TcubNw8rFUqZ9zhPQlDwHHuUtOzbZ1LPxOQPXOAU7l1F8D5bTSZgDVghACvPfjoEcOAccLveGN//wmuL+7C97FZ8Dr9U4Yzp8IrBHUcoipiVQqBVmWEQgEkM1mrZCxKIr4xCc+gSeffBIvv/wydu7cCZ/Ph/POOw8bNmwouRjKtAgzDANbt05ehDYROQ2Hw01yOgkMw2AizaCj1YucygMokEIlPQKvu40CrbahLMCc/00bt0aCUsqM0l8vNMnpJChPObXDHQZfOZEzTzYWZHumlFNHMRQrqinATmJ6NcVQAIq6Q3mF6if+avJfqwWRveA+9g8w7vwcoOSATBrGN++AfOcPYEQik4bzJwIrBLUSYmpiZGQE7e3tCAaDRV2fJEnChg0bsGHDhmlfY/369Vi/fv244+95z3vGEc9SoOs6dF1ngoAB7BQhmdB13Up7cHMt6OyIIDcsACgQ9nwmAbedgFlJeQDsddqNIuZTgZyysQVhEOVMCoTaVjyUVD7BmaSHBXLqNE53n5yyl28KsKFwA4U8wmq8RBUHOfVUSU55ngfHca66GJCZc8F96G8BMvpZkiOI/cunkTy4r+zfzO0c1GqIKVAgXrlcDrIsM7OoA+yYzQN2URRrrTHdVgjbZrUjp9m/kZKOuzeYUbgVSp8I9W5oMRVYWXvqCTZ+ZQZR1o9PHQtxFeS0qZxODNaUU3ORZ0E5JYRUvXPPOcipLFT3/bLSnICsugjkQ7daxYnG8CASX7oVdOBE2a/lFkGtlpiaSKVSIIS4fh07oaqq1WWNBbCkyLFimSQGAsip9npm5NNTPLoxMAyDGcXQGdZvNFjgCPVGk5xOgrKUU4c5MeWqJ6cs7Iqcyqnb7QadOaey1/1TlqWwfi3GomiO77dK5ZQVcgoA3IWXg//Ap+0DsUEY3/gn0J4jZb9WowlqrYgpUCiUU1XV9evYCdbM71nKZWRFOSWEIKfbvw9H3c8PZimc7aZy2iSnpzDKC+s7yOlJEtZ3hondDr+xqpyysImoxVhqGdaXJAmGYdS1ZWk5CKy9AS0f/wf7wFA/jH/7O9Dtz5f9Wo0iqLUkpiYymQw4jmPGX5S1PE9TkXObEJpjAdxXTgEUhfVF4n6xmDPP0224ORYWOEK94f4vzCjcIKcshfWd5MLt0FteceScetw/ZTmOszqEuI2aKKe6g5zy1Yf1WSGmQEH19667EeRdf237DytZGN+/C8Yj/wPKWA5qPYgpYHd8Y0U9Za0oiiWbIpbGojqUU4/gfjTETbVyLJo5p/WF+ys9oyjnxy8O61dO5FgJ65sFAibcniR1B9cRRPcnJVa6eAG1UU5V3Sb/Il/5lMBxnOvFUE4IggBBEJDNZsFdeT24T3wRkO16Y/rbX8D44VdAc+WZi9eLoNaLmAKwrL1YMr9nqQiJJYN3psbioAg8cX/OczPPcyyaOaf1RU1mhkOHDmHHjh04cOAA9u/fj1gsBlEU8d///d+TPmd4eBgPPPAAXnnlFQwPD4PnecyaNQuXXHIJ1q9fP+mOeu/evXjwwQexb98+aJqGOXPm4JprrsHll18+6Xvt3bsXL774IiilePOb32z1l54KZf34jmr9k6EgaqwK5/YCohv298HAfO2KdchkqLY4y6AUDm6KaqL6LBWKAeObE5CV54O77eswvncnESpWfAAA0IlJREFU0N9beNC252Hc8Ulw7/4IyNkXlvzatbaZqicxNZHP5yHLMjN+nqxYJpljAdzfiAN233Y2xmKPgSPuEyIWldOTKayfz+fxm9/8Bs899xwGBwcRCASwcuVK3HzzzWhrG29yqygK/vSnP6G3txcLFizAm9/85pp9HzVhHffffz9eeumlkh/f29uL22+/HclkEp2dnVi9ejUURcFrr72Gn//853jppZdwxx13jCNFW7ZswTe/+U1QSnHGGWcgGAxi165duOeee9Dd3Y33v//9497rT3/6E3784x9bP+Yf/vAHfOELX8DKlSunHOOpnHPKGjk1HMPhqgw71wI8zzMTujbPmUqVU80oPteqVU4BdsipWWzjVHLJzLngvvh1GP/+dWDXy4WDsUEY378LOOdCcLd8FKSlNKfxWhHURhBTgD2zeWfhj9vnDCtFSCaYsUwiTuWUHXLKwndzshVE5fN5fPnLX8bevXvR0tKCc889FwMDA3jqqafw8ssv4//+3/+LGTNmWI/P5XK47bbbcOzYMevY888/j9tuu60mv09NWMeSJUuwYMECLFq0CIsWLcJHPvKRKR//i1/8AslkEuvWrcMHPvAB64OMjIzgjjvuwGuvvYZNmzbhiiuusJ6TSqVwzz33wDAMfO5zn8MFF1wAAIjH47jjjjvwu9/9DqtXr8by5cut5yiKgvvuuw+XXnop/uqv/srqBX3vvffiO9/5zpRjrJicVlmt7zYxBTCOeLlPTu3vxG0xgRACQojri6kJM8Wg0vNmLDkVqui+xVKhGGA3Jxj7WxFfANynbgd99Negv/9fO29k2/Mw9rwC8tb3gly2DkSY/lqulqA2ipgCtoLMSp6ns/DH7euJpSIkAAzl49pzP88ZcHt1aob1i9+7lnjooYewd+9eLFmyBP/0T/9kFU8++uij+OlPf4of/OAH+NKXvmQ9/tFHH0UsFsMdd9yBxYsXY9u2bfjud7+L5557DmvWrKl6PDXZfrz1rW/FO9/5TqxevRqRSGTax+/ZswcA8La3va2IYYfDYaxduxYAcPDgwaLn/PnPf0Ymk8G5555rEVMAiEQieO973wug8GU50dPTg1wuhw9+8IMIhUKIRqN4z3vegxMnTky7gJRnJVUbE35WWmKOJaduT9iOeh3XW5eyknpholrVSdPHktPqxgKwo5xO1amKcDy4t9wC7p+/DZx2pn1HLgv6P/8O47aPwnjyYdBc6a1Oy81BbSQxBexccjZID1tqpbnBY2EsADvzizOPqhnWLwZLY6kWmqbhD3/4AwDgwx/+cJGrx3XXXYf58+djz549OHTokHX84MGDuOyyy7B8+XLIsoyLLroIZ599Ng4cOFCTMblyJZaixI2d4M3ezRdeOD4vbNWqVRBFETt37iwKV4XDYQA2GQaA1157DZIk1bZqtUZhfVYwthjK7YtPZ0w5ZQkcx1W1oRnDTcFX8flYUk4FQQAhZNriLDJzLrjP3wXyvk8CPsecExsE/dW9MP7+wzAe/gVoMjHl65RLUBtNTE2oqmp9N26DNbWSlTxPgB0/T0KcymmTnE6EkyGs/9prryGdTqOzsxMLFy4cd78pCDrTN8PhMA4cOGDxhWw2iyNHjli8q1q4Eq8966yz8PTTT+PBBx8cF9Z//PHHwfM83vSmNxU958iRgnF2V1fXuNcTBAHz5s3DwYMHrcRcAGhra8OqVavw9a9/HStXroSqqti1axeuu+66aXfIJf/4lBaF9UGqr9Z3G07ly+2QPqUU1KmcMpBzCrCjbFSbCmKMeS5XxTnIksVWOc0ACMeBrFkLuvJ80N/8HPQvf7ZD/ZkU6KP/A/rHB4Hlqwqdp846H8Q3vttSqSF+t4gpUPg+vF4vE3mnLBUhAexc0yyB5+35nwXl1AQra+XJgu7ubgCYkJgCNu8yHwcAV111Fb74xS/is5/9LBYsWIB9+/Yhl8tNWZxeDlxhHu9+97tx6NAh/OEPf8C2bduwcOFCKIqCPXv2IBgM4u/+7u8wZ84c6/GZTMZqp9na2jrha7a2tuLgwYMYHBy0yCkAfOpTn8J9992HrVu3QhRFvPWtb8U73vGOGn4aHcSRiVNNzikrYMnj1BgTIXZ7HTvZJsWxy001WRPVqri1hHnellO4RkIRkPd9EvT6W0Cf/C3o038AlNGwvpoHtj0Puu15UF4AzlhZIKqnLQM6ZoI4ihnHElQn3CSmgP19sEAIWcofNNEcSzF4gS3llCWcTJuZwcFBAJiwIh+weZf5OABYvHgxvvCFL+B//ud/sH37dixYsAAf+MAHJuVo5cIV5tHS0oJ/+Zd/wbe//W3s2LEDfX19AAoX4wUXXFBETIFCVZgJj8cz4Wuax52PBQp94T/+8Y/XcvhFcHqcAgAl1bXjY+GEZ4mc6mMKdtzOOTXBwu8EVL+Ajf0Y1bwcC4vpWFTyO5GWNpB3fBB0wztAn/o96J8eAZIj9gN0Ddi1FXTX1gK598jAnAUg87qAuV0gHbMw4A+gdc5cBCItMFDYBLhNTIFmWHQqsHJNA+yMhRPs9Yylav0maguTN03Gr8wc1LH8avXq1Vi9enVdxuQK8+ju7sZXvvIVcByHL3zhCzjjjDOgKAqef/55/OIXv8D27dvx5S9/uci2gFUUhfQB0CrC+qyAJQP+scop577gwxxqGdavliawsnjUonCN+AMg174T9Jobgdd2gL68GXTb80BqTP6pkgMOvgZ68LXCe44eHhjzeq2f+xJyF1/pGjF1wu3rGrB/G7c3wCZYycUF7N/HbQcXqiatv2WR4ngyCX8w6Np4zN+HhfPXhBvnb63fc7pzzI1zsOHfqqZp+OY3v4nh4WF85StfsXIc/H4/NmzYAMMw8NOf/hS/+tWv8JnPfAYAiirHFEWZsJhJUZRxj60G4XC4tB8kR4DX7ZvtHTMrlp/ME669vb2i59cKppINFHZSbo4nmVAB2GSgs7Pd1QXEfG+/3w+v1zvNo+sPQkhVv1FeygKwKzA7OjoqHgsr5y9gV4BPFqYqGzNnAVesA9U15LdtwcgPvgJjaCz9nBoj930f7WvWuvr9mN9LIBCo2VxZLSRJYuKcMa9tFsZi5kxHo1F3xzHGTm3O3LkQXHR7MM9fv98/qcrXaLhx/taanJprmcmjxqLW/KoUNLxaf//+/Th+/PikVWEXXXQRAGD37t3WMZ/PZxHSyVQH83jDL2YyZgdH2bDRqQbOXanbOYRj69bcFuZYUQZNVDseUrVWaoO176aWMLJpZDc9gfg37kD8a18sm5gCgPfCy123KjJ/I5Z+K5bGwgrY+U6Kx6HkJiYvjULz/K3Pe5q8aWhoaML73eBXDVdOzQ8/mepkHh9b5er02Rqbk6ppGo4cOQJRFDFr1qyajHNkZGTSXYQTRM/AuWca7D8Oyle2u4hGo+A4DgMD5S98tYRZfAYUdkxujkdRislx34kBCKJ7yqkgCOjo6EA6na6qXWWtMHPmTCiKglgsVtHzY6nitJT+/v6KleloNAqe510/fwFYdk7Dw8NV+a7Sg6/BePw3wI4XAW2Kyn9CgM7ZhbzT9hmALwBvSws8HrngnzmvC9KSZeB53tVzx+PxoK2tDYlEAplMxpUxODFr1ixks1nE43G3h2KpXyycv5FIBD6fz/WxaLS4hmIkMYJMCd6/9YIoimhvb0cymSxap9yCW+ev3++vmWUTUOBXAHD48OEJ7zf9Tc3HNQINJ6emSX9vby+y2ew4kmqa74+VyVetWoU9e/bg+eefx6WXXlp038svvwxVVXHOOedYLQsbhbG+poSqoKhc+mYh58kZMnC7TSc/pgBK16mr5NQEC78TUL0f4tinGhSo1K2LRTWjku+GUgq8+jKMxx4A9u2a+EGyF2TFucCSZSBzuwoFUR77uncWP5mRiFq0Oq0VWPitWGto4XZ+pxOszC/OnPRMnoPY4PV1LFj5Xk42LF26FD6fD319fTh8+PC4qPYLL7wAoMDDGoWGx5iWLFmCcDgMRVFw7733FvkQDg8P47777gMw3mz/yiuvhNfrxUsvvWR9UUBB4fz5z38OoNDJoOEYWwBFp/dVZB0skdOxBVBuOxWxsnjVCmPND6r5dCx12KnE4J1SCuPFZ2H8660wvv2l8cTUFwC5+Epwn7wd3Dd/Bu4jfwfu8g0gi5ZOSkydaUiVdpKqJVhqlMAaOQXYGgsLMBzRAp02iaETJxNRFgQB69atAwD853/+Z1FV/qOPPoru7m4sXboUixcvbtyYavEiL7/8Mh544IGiY5qm4Ytf/KJ1++1vfztWrVoFSZLw13/917j77rvxzDPPYNeuXejq6oKqqti3bx+y2SwWLlyIt771rUWvFwgE8LGPfQx33303vvnNb+LMM89EMBjEzp07kU6nsX79eqxYsaIWHwdAGSceIaBEAKEFEjfWWqocsDIxOhd018kpR0CInWuqj21p5BJYmpiqU06Ln1s4Byt7PcMwQAhhQoEyN72iKJaUnkNPHIPx8x8Ae3eOv3PRUnDr3gYsPxdkmkKE6eyiSjXqrxfMyFIpzQnqDZaIMsDWNQ2wsR4YjtbcusHO98PCd3Oy4W1vext27tyJvXv34jOf+QyWLl2KwcFB7N+/H8FgsK6WnBOhJuQ0kUhg//79RccopUXHEgm74vr888/HXXfdhUceeQR79uzBtm3bIAgCZs6ciYsuugjXXnvthOH5Cy+8EF/60pfw4IMPYv/+/dA0DbNnz8Y111yDK664ohYfpSJQItrk9CRUTt1upcfxBLpWmIzGWks1GqxNioZhVKVWjlVONQMQK3RpcXb8cXtTo6oqKKXT9pGnqgr6hwdAf/9rYOyYV5wLbv1NIKedWdJ7lupj6iZBFUURuq4zQQjN87aanOBaguM4Jkg7wA5RNhy/jcGAcsrK9+KEG2tCPb4HSZLwz//8z3jooYfw7LPP4sUXX4Tf78dll12Gm2++ueHF5jUhp5dffnnZLasWLlyIT3/602W/19KlS3HbbbeV/bx6opB3WkgSr4acuk0CTYy1qXC75zTP290kjaZyWgRd16uyFRHH5vQalX+/JslgIbRPKYWmaVOSU7pvF4yffR840VN8x8rzwb31vSBzFpT8fuUa7LtFUAVBGGek7RZYUk5NxZ+FsQDs5L9SypZyas67LPxOLKalVAtJknDzzTfj5ptvdnso7pjwvxFQDvmgnAiMbjCrJacsLOxjiaimaa6SU44nMLMhdZfnJMMwmPmdgOo3DsIYcqpWQU4ryfOsJ1RVhc/nG7fQU0pBH38I9IGfAtRxQkXawL37oyDnXDjBq02OSjs/NZqgiqIIQggz6qB5nrCgnLI0FoChVsC0WDl1m56yRAjdHAsr4kg90SSnk6As8uGs2DcqD2c6K4zdvPjGKnGaprlqeMw7fgoWlFO3lWQnnGplJYvZWHKqnSTKKVCcd5rP5wEAVFFAf/pd0C3P2A8kBOTN14Hc8B4Q7/gGH1Oh2pakjSSoporMCjllKazP0liAwnjcTo0BUEROdcq5ThjM34kFcurmWJrk9BRGWcqpo2K/GuXUJBeskVO3J2zO4W3EwtpRbZ5nLeFUKyshpzxHwJGChRRQHTllUTkFCqGqfD4POjQA4547gSN2Ryy0dYD76BdAFi4p+/WrJaYmGkVQWSqGAgrnCaWUCaLBUooBUBiPuaFyE4TYv43RDOsXwU3llJX1p544+T9hhSiPnNrKabVh/XLfux4ghDBWsW//zUK1vq7rzBAwZxFSpXCqp2oV36+u66CUMtMrPZ/PwzAMeL3egpn+nZ8tJqanrwD3xW+6SkxNNMJmSpZlqKrKxMIOFDbBbs8tJlhSTlkaC4FTOWWHnLKwoXGTKLvNERqBJjmdBOXsTCjnIKc1sJJiYVfEktep5LEvxLzi/qSk67pVQOE2zImxmnPG41CmlSqTelVVnbZCvpHIZrMwDu+D8e1/AZIj1nFy5fXgbv0SSDBU9mvWmpiaqCdBlWUZHMcx0RUKKCyugiAwpeICbChyLI1F4OzfJ6+7v+lkKazfzDmtL9xnQYyiUuW0GhN+Z1jfbbBETj2ygzzl3J+wWQpf10I59Qj2NKBo1U20qqqC53kmvhsASO3ZicHbPwVkR0mZIIC8/1Pg3vXX03qWToR6EVMT9SKoPp8PlFJks+61nnSimf86OVgqzvIIdmpB3nC3OxTAlnLqJlFmQcCqN07+T1ghyiKINco5ZSWsD6CoAMrtBU2WHeQp6/6kxFLhTy3G4iSnOa165RQAE+op7elG/mu3wUiNeizzAri/+Udwb7q6oterNzE1UWuCKggCZFlGLpdjQo0D2Mx/ZeW7Ma9lFsbjFRwdouBeUawJsx6DBXLaVE7rC/dXV0ZRnpWUvaMktDbV+m7DuSCm02kXR1KsnOaaymkRzIm6mrHIgkOZrpKcmkUcbpNTeuIYjG/eDpjElOPh/fTtICvPq+j1GkVMTdSSoPr9fgCN7UQ1HURRBKWUKXLKglIJsKOcakoOMm8rp0Twuzia0TEw4v8KNHNO640mOZ0EZeWcOpXTkyTn1OezLXVcJ6deh3Kac39iqkUovZao1ojfw9dOOTU7irlJTmkmDeO7XwYS8cIBwqHlc19CyxXrKnq9RhNTE7UgqBzHwefzIZ/PM0MEgQI5Nc8VFsASOWUlxWDkRD9k0T5nRF/YxdEUwIz/K5pWUvWG+yyIUZSnnNrhDmJUHgJnKefUVFsABsipM6zPkHLKwiYCKKiVgiBUfN54RftzZKskp4C7RVGUUhj3fQfoP144QAjIBz4N/ZyLwPM8gsFgWa/nFjE1US1BDYVCIIQwpZqyVgzFYnMCFkLX/SdikAU7Eij73SenLKVfNK2k6ouT/xNWiHIWekOwK355LVHxezbD+hNDLiqIcn/SZk05rTbP0y/anyOTr37iVxQFPM+7QlDpn34LvLzZuk2uvwXcxW9GOp2GqqoIBAIlq8xuE1MTlRJUWZbh8/mQy+WYaVkKFMYFgAkfT8C+blgZD8dxrqumANA3mIYs2OOQ/OU7W9QarHw3QDOsX280yekkKOfH1wV7R8lpI1M8cmqwlMvIqnJKKTt2UqzsXqsmp5L9OdJqbcgpYJOQRoEefA30/v+yD5x5Dsi177RuxmIxAEBLS8u0r8UKMTVRLkHlOA7hcBiGYSAejzdmkCXCPC9YIcysOQewog4OJVR4RXscksthfY7jQAhh4rsB3EsxOBWIKdAkp5OiHOJh8LUjp6z0bWeJnAoi4OTrLOSdstTCtHpyan+OVL56VSKfz0PX9YaSU5pKwPjRV+0WYpE2cP/nsyCOa0nTNKRSKYiiOGV4nzViaqIcghoKhcDzPEZGRphZzE14PB6rQQILEEURuq4zMx5W1MFkTocs2nMtEWvfGKIcsJKLa8KtTQQL/KARODU+ZQUox2Rdd4T1OZoHMSpXBFghPU5yms1mXfU6JYSMKYpyfxFhqUsUpRSapln2POWiSDmtATkFCuqpKIoN+47o/f8FxAYLN3i+0JI0OF7pSSaTVnh/IjLPKjE1UQpBNcP52WzWdRu4sZAkCRzHMaOaAgVyypJqSghhgoAphgGPYJNTynldHA1bzQkA94romsppEyXvUCjvB4W9CFejnrISLnZW6wNwvbOMx9ElKpd1f3JSVdUq7GABqqpWXBQVKFJOa/PdmuTD6ZdbL9BDe0Gfe9K6TW78K5DFZ0z6eDO8H4lEir4v1ompiakIKs/zVjh/ZKTyeaheYC2kb14zrJBTllIMRKFYkKA8G+SUBeIOuBfWZ0UUqTfcZ0EMo+STgHAwBDtMyFVRFMWKcioIArxeezJyO7TvC9inairJBjkFULFaWWtUE9oPOshpUqmdckoprXtonxo6jF/8yD4wez7IVTdM+RxN05BMJiGKIlpbWwG8cYipiYkIKsdxaGtrA8/ziMfjzChMTsiyDE3TXO86Z4K1ZgCskFMtOYKgZKvuqs6BEnfnOpbC+m4SZRb4QSPQJKdToBwF01kUxVepnLLSt92pyLhtRRMIOdS9hPuLLkudkIDqzO8jsv3dxnO1IQ2UUiiKAo/HU9dIAH32SaD7gHWbe/dHQUqYvFOpFFKpFDweDzo6Ot5QxNTEWILa3t4OQRAQj8eZUSadEEURgiAwNTbWKvVFUYRhGK6T9+P7D6NFtNexjO4FXF6TWArru0mUWYisNgKnxqesEOXsUJx2UtUqp+W+d73AUlFUIOhQThPu75x1XYeu68yQ02rIcli2UxMSig7dqE3BWSaTASFkXIpIrUDTSdCHfmrdJudfBrJkecnPTyQSVjqErutvKGJqglKK4eFhq0tYLpdzPQVnMpjnAUvjY60YSpIk14kpABzsHkBISlq3NeJuMRRQIGWUUiZ+KzeJMgvcoBFoktMpUB45rZ1yWu571wsskdOgQzlNpwwYNSJQ1cBNs/mxMIuiKsnxjHjt79agtanYBwp5hbqu14+cPnY/kBpdQD1ekHd8oKznh8Nhi5zwPI+2tjYmIhblgOM4tLa2WkU0sixX1eq0XiCEwOv1Ip/PM0G+gMKYWCuG4jiOifF0xykCkmPO90RcG4sJViy2gKZy2gicGp+yQpQV1udro5yaJzsLJ6BzkXPbK9Ef4KyoEqUFguo2WCuKyuVy4Hm+7PF4BQ4iZ5OyeK52E242m4UgCDXPzaXZDOgzf7Ruk2vfCRJpK/n5zhzTvr4+K8QfjUaZ+T2ngyRJiEajEEURIyMj6O/vr6rVaT3h9XrBcRxTqqnH4wEhhJk0A5ZSDIZ0P0KyPQ7eW/q1VS8IgsDMxqapnNYf7jMghlGpcnqyGPG3tdkTktshT44n8Aeceafuh/ZZyzs1F9lyi5AIIXXJOwUKijultOZkiW56HMiOEh2vH+SK9SU/d6Lip0QigUQiAUEQ0N7ezhy5c4IQgnA4jGg0Co7jEIvFrO+5mlan9YTf74dhGExZW7HmHMBKMZSRSiDHexCS7TmW80ZdHFFBrOE4jhly2lRO649T41NWiMoLok4O5dRJTuPxuOsTgz9oq3ssFUWxUrFvGptXUiHf6rPVwqFM7X5nXdeRy+Xg8XhqtuGiug76p0es2+TSa0Dk0lIHpqrKT6VSGBwchKZpCIVCTKqokiShvb0dfr8fiqJgYGCgiPCxSFA9Hg9EUUQmk3G99bATsiwz1wzATM9xE7GDhyBDLyKnhuhudyjzOnT7uzHB8zwodaeVNgvCVSPgPgNiGBUXRBlpwKhs92t2iWLhBAyHw9Y4KKWWP6RbCIbYUk7NQgpWlFOgoAKZRuflIOqzP8NAurbKTTqdBiGkZkSJbn0OGB4o3OB5kDdfV9LzSrGLUlUVAwMDltUUKyrqWLU0Ho9jaGhoQuWGNYIaCARAKXU9b90J8xoxW+2yAFbyXw9198FrpBGWbdLu7ILoBljzOHXLgN9s4XoqoElOp0BZLUyFICjsk4bTk1M8emqw0n3ILLYwMTQ05OJoiu2kkgwop4Btfs8KKg3tt/vrR07z+Tzy+Tx8Pl/V5zWlFPTx31i3yXlrQFqnDzmW62OaTCaLVFTTbqrRCwPHcQgEAtb7m2rpdLmbrBBUSZLg8XiQzWaZIRYAeyF9nufB8zwb5HQwAz8SRd2hnJFBN8CictoM6dcXp84nrRClG/ELMHi7ur3ain1WCI8ztO8+OXW02UwaTIQI8/k8OI5j5veq1Py+3W+Pf6CGYX0TiUQChJApe9qXhJ7Xi3xNydVvnfYplRrsmyqqOfZwOIzOzk6EQqG6/96iKCIcDqOjowOhUAiU0inV0onAAkE1x55MVr5ZrwdkWYau60yQQYCtYqijihcB0Y6SGZQD5evjuFEqBEFgIuUBcDf/lQXRqlFgY0VlGBzHlbwYGEIYvF4wq+e0eMXvaVoCudUezYmWlhbrb9fJadC+MDWNIpsx4PO7e7E6i6JYmDgppcjn81YlcqkE3qmcDtZYOQUKi24ul4PP50Mqlar4u6JbN9s3Fi4Bmdc15eNr0fkplUohnU7D6/UiEAhY//L5PLLZLPL5fNUkx7Q1kiQJXq+3iKykUqmKFT6ToEajUYRCIevzNAKyLEOSJKRSKaZUU9PRgqU0A2aKoWJDGJRnYrm4xzqmcn6AuKtjmV7ELMBNFfdUUk6b5HQalBNq0cUoRKUHACAofVAqFInMk14QBNd30ixV7IsSgT/AWTZSsSGdGXIqSRIzlchmAZLH4ymZ1LQ7ck770yoopTUPYScSCciyjFAoVPG5RLfZ5JSsumjKx9ayJSmlFJlMBplMBpIkwefzQZZlhMNh635N06CqKlRVRT6fh67rRZsD8/s07cdEUbQIqVOJNQwDqVQKmUymJgugWwQ1FApZn4UlsBbSB9gphup5ZRe8wgy0+uzvxpDYsJFiJT/YTXLaVE6bsFBO+E7zzARSrxSelz9e8XuySk4TiQTy+byr1emRNt4mp4MaZs9zt1Je1/WKze/rhVwuh3A4XBY5nRG0yWlepxjKakVFUrWApmnIZDLw+XyQJKnsc5ue6AF6uq3bU5HTWhLTsTBzaAkhkCTJIpmiKE7ZcGDmzJkTHje/FyexrTUaTVB9Ph8EQUAymXQ9+jMWsizDMAxmyA4hBB6Px/W5HgBeOdSPNi6AaMAmXtTT6eKICoSMEOI6cTfhJjllJX2sETh1PmmFKIucSjPs5yknKn5PJzl1G6FQqKiKdHh4GDNmzJjmWfVDa1RAT/foWAbZCPMoigK/38+MSbSZS+f1ejEyUlrus0/k0SLziI0a8Pcm8jUnp0Ch0Mjr9SIUCmFwcLCs59Jtz9s35iwA6Zg14ePqSUyLxkMpFEUpIjkcx1lE1ays9Xq9AAqbBtN+xvyNVFVtWO50owiqmVus6zpzqinP85AkiSnVlJVmANTQ8UpaxEzvCNr99jymS+0ujorNYijzGm40WOAEjcKpk8BQIcpWTkfB6wkQvbKcJjMcyIKETwhBNGpXQ7sd2m9ps7+TRFyHrrlfFFVphXw9kclkwHGcRYxKwayQrUL3JOqj4ui6jnQ6DUmSyi7QoS//xfqbnDOxatooYjoZTEUulUohkUhgZGQEuq5D13XE43GMjIwgkUggnU4jn883vKivEUVSoVAIPM8jmUwyUbTohM/nAyGEuU5VgPtpBvqh/TgSXgxdiyHqJKeiu+TUzMdlhZy6mf/KAidoFJrkdBqU5XXKB2FwdlivWvWUlV0SS3ZSwTAPXijk7lEKxGPuq6eKolRsfl8vmIbn5fS1n90AcgoU0kNUVUUwGCz5HKfJBPD6fuv2RCF9t4npGwX1JKgej8f6DVgigCZ8Ph80TWMmpA8UNrWqqrpe8LN/52sI8QGADiDstVMxNJeVUzMf1+1iMRNuRcgIIU1y2oQNM9+lJBACzeMI7ecrJ6cs2Uk5K/bLDcXWGhxH0NJqX6CxQTZ204qiWKFcFkApRTabhcfjKfk8mhW0yWlvsr75b/F4HAAQiURKe0K3TUwRDAOz5xfd3SSm5aEeBJUQgkgkAsMwSk4naSTMLmUskWZRFMHzvOuqKQBs702hg+po8doRP4MIRa253YDphMKCCu9m/isrfKBRYGMlZRyV551WVxTFyk7JGdbv7+93fZKIOEL7w0NskNNcLmcVNrACcxEuVT11KqdHR+pLTlVVLSu8T1+3vU2x4LSiDWOTmFaGWhNUM5yfSCRcVwEngs/ns1wXWAErzgE0mcAOtKJVTxQVQ+liu6s2UqazBUuqKdAshmoEmuS0BFSad1qNcspSUdSMGTMsMqAoiuuh/dao/Z3Eh3TXyTJQufl9PWH6b5p5dtNhfsQm1v1pFel8fQlGOeF96jTen7/Y+rtJTKtDrQgq6+F8nuchy7KVgsMKWGkGkNm1Ha+H5kPURorzTaXpu6/VE6z4v5poktPGoUlOS0B5yqmTnPYBtLIFniVyKkkSOjttO5Genh4XR1NcFKXkKDJp9xcbwzAs83uWkE6nSy6M6vCL8Iv2lPB6rP55eWZ4v6WlZWoC7VBOyYLTADSJaa1QLUHlOI7pcD4Aq/UsS8b7PM9DFEXXVVMA2L33CFp4LxR1uLhSn5FiqCY5ZYMLNBJNcloCyiOnHaAYNdumGni1MpXR2XmIBcyePdv6221yKnk4+IP2qRtjyFKK4zimCGo2m4VhGPD7/dM+lhCChS322A/F6r9oqqqKZDIJURQnzT+l8WEg7riO5i9qEtMao1KCSghBa2sreJ5HPB5nMpxPCIHP54OqqswVQgFwfUzU0LF9WEcnkZDXhorC+m4XQ5me2qyQU1EUYRiGK+p7k5w2MQ5lnRScCF20QyGVVuyb3UJYIadOb9Pe3l7XQ+mtbfZvMtjPTt4pwJallJljJ4piSaR5YYs99sMNUE4BWN2QvF4vgsEJ2qp1H7T/jrQhMn9hk5jWAZUQ1HA4DEmSkEwmmVAAJ4LX6wXHcUyppkBhnjC9ct2EsXsHNodPxwxDhWFk0MaYcspKMRQAV/NfWag/aSSa5LQElHtSFOedVl4UpaoqBEGoeRvJSjBrlm14nslkXA/fRWfY5LT/eOOMzKeCpmnQNI0pcgoUQvuU0pLU00Yrpybi8Tjy+TyCweC4748O91t/C/O7msS0jiiHoAYCAfh8PmSzWSSTyQaOsjwEAgEYhsFMe2EAVncxM1fdTex5YRuScgsC+YJqKo0udxTEVeXULIZioXMWUCCmHMe5Mh6O45hxgmkUTq1PWyHKPTFqVbGvqqp1gboNr9eL9nZ7onI7tN8xQ8Bo9gSUHMUIA36nQEE9NXPJWIGu68hms5BledrWs12tNjE8OqIgrzcufDU8PAxd1xGJRIrP+XjM+lOKdjaJaZ1RCkH1eDwIBoNQVdXKG2YRZhtVc4PGCpjpCpXN4Jk4jznEA0U9gdlhWxXUpQ6Ac689NGv5pm6OhwUO0Gg0yWmJKK9ivzZep+ZF4GYveydYyzt1hvb7jzdD+1PB7NZjtq2cDHPDHkh8gfVrBnBwqHGLp2EYGB4eBiEEbW1tdsQiYZNTGgw3iWkDMBVBFUURLS0t1u/FEulzguU2qqxYSKkvPYe/tC3HHEjI5k9gVsgmXqpn9hTPrD9YzDcFmuS0UWiS0xJRjhLmrNjntREQvbJwEmtFUTNn2p+rt7fXxZEU0D6zOLTPAvL5PHRdL6ttaCOg6zoymQwkSZqSOAscwZKoPfbdA40NhZpKHM/zaGtrA8dxEDI2sch52CL9JzMmIqiCIKCtrQ2EEMRiMSYLoEz4/X7wPI9UKsUUgSaEQJZl5PN5122tXtm2F0nRj5mGAt3IFCmnmsvk1OPxWC4oLECSJBiG4co5zwoHaCSa5LRElHNyGEIYBmcvopWG9g3DYLYoKpFIuJ5n1ukgp7EhHYrivqUUUMjJFQSBGcXbRDKZhGEYExcdOXCGg5zuaTA5BQoOA/F4HIIgoKOjA0jE7TtDLZM+r4naYyxBjUajIIRgeHiYGdIwEQghCAQC0DSNuUIos0DLbT9YOnACm9QWtEMEVQdAQDEzZEegWFBOWTrH3CyGYoUDNBJNcloiyjo5CCnadYq5wxW/L0tFUcFgsMjux231NBThIXvtU3iAkdC+ueiUUoDUSBiGgXQ6DVEUp+wadWaHTU5fG8jAcEF1ymQyljWXHrNtpEi4SU4bDUop4vE4KKXgOA7ZbNb1CvPpEAgEwHGc6xvoieDz+Zgo0MptfhovRJdjLudBLn8c7QENklC41ilIUWFvoyFJEgghzJBTN4uhgCY5bWIKlEsQ894u628pe6ji92WpKAoA5syZY/3tdt4pIaRQGDUKVkL7uq5DURTIssxchWUqlYKu61Oqp6dHvWatGZJ5Az2Jxk/I4XAYHo8HqqrCGLFzThFwt8/3qQhRFNHW1gag4Ejh8/mqbnVaT3Ach0AgAFVVXSeAYyGKIiRJQjabdTXVgFKKl3YfQU7wjOab9mFWUTFUp6vFUGbUiZVNkNv5piyIU40GWysnwyCElLV7UR3kVMwdAYzKTmqW807dJqcA0DHLQU5PaKAGG7llmUwGhBDmck8ppUilUuB5flJl1y/xRa1Md/c3doF3GuwPDAwU3cdLbFwHpwo8Ho+VYzo8PIyBgYGqW53WG8FgEIQQJBIJt4cyDmbEwu2QPg7swSZ5AbzgENHTMGiuKN/U7ZC+mW/aLIZiZ+1vNJrktAyURU7lOTBIYfdHqFYgqBWAtYp9p99pLBZz3UYm2imCjJ7Fap4iNsxGgYbZmWmq8LlbSKfT0DTNWsQnwjJHaH/7icbl7E3Y+Ymzx9gSCjHnhHCywu/3o7W1FQAwNDRkeXJW0+q03uB5Hj6fD4qiMKO6mTA3q6qquk66Upufwda2MzCHSMiqBUcZZ6W+5pk12VMbAtbyTc3OUG4UQ7Gy9jcaTXJaBsrLOxWgeudbN6XswSkePDnMC4KV3VM4HC4UqYzi0KHKUxZqAVEkaIva6mlfLxs7bQBWZyYWJ5dkMgmO4yYN758z0yYdrxxPQ2+AIj1pS1JiN8Gguo7W1tZpi7qaqA6RSAThcBiapmFgYKCIKLBMUEOhELOqKSudqmhyBBu7U9A4AfOIjJxyHBwZUwwlz5niFeoL1vJNgcLa3yyGaiya5LQMlHuSqN5F9nOryDtVFAWiKDKTv7hokf25Dh6sjHTXEs7Qfu8RNrpFAeV1Zmo0stks8vk8/H7/hOf18k4fhFHFMq0a2DdY39D+pMQUABznfWxoyOok1dLSckrmYtUTHMchGo3C5/Mhl8thcHBwQrWIRYIqyzK8Xi+y2azryuRE8Pv9TBRC6X/+HX4/40KIIJgNHtn8iTHFUFyRHWKjwWK+qZvFUKzUmzQabLCdNwiqKYoSc0dBjMouNvOiYEWBW7hwofX38eP/n73zDnPjOs/9e6aid2xh772JpKhCiZRkdcmSXGQ7ie1rx0luEl/HTi9ObuzETnVuYjuucWI7Tuy4q1tWswopiZQo9l6Xu+Q29D6Ycu4f4AwALrZhgcVgd37Ps88uBm2ABWbe85X36295JGDugvL7kstqiEXMkdqvbIwy41xkvSSj0oFBx84zVV37b/U37388pjAFqsSppiqIRqPI5/Ow2+0IhUKmfG/bEZ7nEQ6HIQgC0un0uAb7ZhKoDMPA6/VCVdWWj1auhSAI4HkeuVyutY1QUgH73jqFfkcIi4gNcrEfFAoWBcrCSxG7AKZ10Tqz1ZuKYqn+vhViWXcJmI3MzlddJ5NtilLEOYbfKYEGPn+hrufVvxRmEafBYBBeb7lr+vz5+q2yGoHNziDUWV5dXuoxTzoom82CEGLK6KmiKEin0+B5vmaafMuc8j6/dbk54nRcYQpUiVNoGiiliMfjSKVShheqGd/fdkL3MGUYBvF4fMIWTGYRqF6vFyzLIplMttzYvhYulwuU0pYv5Omu5/BEaDMAYBmxISeVeiEWV4hT2ba45n2nA0KI6epNBUEApbQl+zRbU/qAJU4nzeTqTtmqL3q9qX1VVaGqqrGCazWEEKxYscK4bIbU/ryFZeF+uVeGqpojtS9JEmRZhsPhMGUKOpPJoFgswuVyjfhsb66oOz0TKyBRaKyP7ISEKQBwFftVLEcvMpkMotEoVFWF1+u1oqh1oEdLdeul4eHhSaedWy1QK9P5rR4HWguWZSGKIgqFQksnalFVxYWXd+FQYAUcYNANDjmpDwCtipwWHUtGf5AmI4oiCCGm+j+2Uixb4tRiwkz2w1L5RZ+K36nZ6k4rU/u9vb0trw/qnsdD1yVykZrG8xQoRU8ZhjGdrZTOaOn9+V4BQUc5Ir23r3HzyScsTAHAFzD+pBWG/ECp5GV4eBiZTAY8z1tR1EmgR0s5jkMqlUIkEoGi1LcAaZVANXs6HyjVmhJCWh81fXMXnnKtBgAsI3ZI8iA0WkTYpcAllqLNFKSlkVPdicMs4rTV9aZmyZa2AnMonTZiKk1RnHQJRK3vS2e2utOOjg5DbGmahp6enpbuD8cTdM0t/2/6eswjTnVbKTM0jdRitPQ+IQQ3zC9f3t3TmA7oSQlTAAiEyn/HhkdcTSlFKpUaEUWdzVGHsRBFcUS0NJOZ+sKjFQLV7Ol8QggcDgdkWW5pqppSiuSzT+GlzispfcaGrNQLoDqlrwhdoGzrFtE2mw3FYtE0/8tW1psCs7cZCrDE6aSZbFOUInRCY0pelwS07lGmZqs7ZRimKrXfakspAJhbkdofuiyjWDTHAU6vNeM4zpS+p8Do6f2bFpTF6aHBHJJTTO1PWpgCIIFw+UINcapzdRQ1HA7D7/fP6gN8JYIgIBgMIhgMgmXZKUdLazGdAtXs6XygPEa1EeJ/Shw/gGdpF4osjwA4+MGV602DFfWm9tal9AVBAMMwpvpftrLedDY3QwGWOJ00esH2xO/AVI8yzdVXn2m2ulMAWLKk/LrOnz/f0JNcPYS7OIhiaeGgaUB/r3mipxMZG9pqaqX3V4btCNpL4k6jwOu99Z9k6xGmAIAKcUrHEKdAOYo6NDRkdPSHw2H4fL5Ze6DnOA6BQAChUAiCICCbzWJoaKhpgmk6BGo7pPPNNEa1+PRP8bO5NwAoRU0lOQJVywOgVZHTYgvFqdlS+kBr603NdK5vBbPzaD1FJvuhkSvqTmeS32l3d3fVWLdWjzNlGII5CypT++bp+JzI2NBWU5ne190YGEJwY0X0dNfF+lL7dQtTAKQqrR+Z0H1UVUU8HjcM5B0OBzo7O+HxeEzz/Wk2HMfB5/MhHA7DZrMhn89jaGhoWlLgzRaofr/f1Ol8wDxjVOn503g9ShETfSAAlhK7ETUdUW9qX9Sy/bTZbFBVteVBDh2r3rS1zI6jdIOZ7IemWGnGX+wHUesrjDdb3SnHcaYz5K/s2o8Nq8hlzeF5CkxsbGiryWQyKBQKcDqdRgnC9oVlcXpkMDfprv2pCFMAVZFTRIcn5RMpyzKi0Sii0ShkWYbL5UJnZyf8fr9pvkeNRhRFBAIBdHR0wOFwGOUO8Xh8WrvFmyVQPR4PRFFENps1VZStErOMUaWUQv7Rt/DDhW8DAHQTAQ4wyNawkCrVm7am7IjjOHAcZ6r/Z6vrTa3IqcWk4Xl+UuJC5cNQ2fIJvt6ufbPVnQIjp0W10ioFALwBFk53+WPdc9Y80VOgPDbUrM1RABCPx6EoCrxeLwRBwMqQ3eja1yjwyoWJR4KmLEwBINhZ/lvKTzh6WokkSYhEIsaMeN3APxwOG93U7Yz+mero6EAwGIQoisjn8xgeHjaEeStotEB1OBxwuVyQJMm06XzARGNUD+zBK0kevc4uAMBqYkdRiUNRSz62Vf6mdqtLvxKr3rS1zO5XXyeTrzslkB1lESdmjtT1vGasO12wYIHRcJLP51tuyE8IwcIl5f/NxXNFqIo5PE8BGKMVnU6naQ8+lFJjOlAgEADPcdi5yGNc/+yZ5ISilw0RpgCI2wMEO8r7d+5k3Y8lSRJisRiGhoaQzWbBsiy8Xi+6urrg9/uN+eftgF4iEgwGjZIFQgjS6TQGBwcRj8dNMWWnUQJVEAR4vV4oioJ4PN7gvWwcPM+bYowqVWRIP/pPfH/RHQAAJxgsYmzI5M8AKDXoLg2XsyCtrjfVNK3lloSVWPWmraU9jsImZLIfnoJzvfG3kD0BaPUdtAqFAnieN43ZOM/zWLNmjXH56NGjLdybEvOXCGCvNGgXJWqq2lMASKVSYBjG1M1RugAghCAQCOCOZT7jup6khFPRsSMcjRKmOmTpqvKFKYhTHUVRkEwmMTAwgHg8jmKxCJvNBr/fj87OToRCIbhcLtN1+ut2X+FwGJ2dnUZ0Wxfdg4ODSKfTpqvDnKpAZVkWfr/fWDiZ7fVV4vF4QCmd8JStZkFf/Bme4+Zj0B4EAKxjHADVkCmUMndzvTIcfEmcUjAt69RnWdb4DJsFURRb6hxgpuxoq7DEaZ1Muu7UsRwaKQlahhYh5uo7wepfFj0NYgbWrVtn/N3T09Pyg7IgMFW1p+dPSy2dZ301eh2aw+EwzSKjFpIkIZVKged5rFvYhXWd5Xq0Z84kRr1fo4UpAGBJWZzScyca85hXyOfziEajhlAtFArgOA4ejwcdHR3o6OiA3++Hy+UyJthMBwzDQBRFuFwuBAIBdHZ2IhwOw+12g2EY5HI5xGIxDAwMIBaLmSolWot6Baq+QGJZFolEwjQNM7UQRdEoqWjlftJsGvknf2zUmrIA1nJO5KReaLS0WF/dVQ6QyLaFLfM31f2yc7lcS56/Fq0uM7Aip4C5wgJthF53OmHRw/AoOlfBljkIABAzhyG51o1zp5FIkgRN02Cz2Vo+cUQnHA4jGAwiGi1N7zl27Biuu+66lu7T4hWiUW+aTmqIDikIdZrHlD2dTiMUCsHj8Zg6RZnNZsHzPBwOBx5c14Ujg6WoyysXUvjIlg44+Gpx3RRhCoAsWQnjm3bxLKgsgzTYZJ9Sinw+b9j+6EJDFEXDU1NHURTIsgxFUYxyG03TjN8ThWVZMAxT9Zvn+RHZEUopZFlGLpdDoVAwRbq+HnSBqn/2AYxraeXz+cDzPFKplOkFuNvtNkfU9Ikf4KnARiTE0nu8irGD0QjSV1L6ALB+XvlzKjlXjXiM6cJut0NVVVNFTm02G2RZbkkPhVVvWsISp3Wi151O5gtVcG0wxKmR2mcmf4KVJAk2m21y4riJUEqxadMmPP/88wBK4vTaa69t6RfM7WER7uIwPFCKXpw7LZlKnBaLRRQKBdjtdmQyGVOLjUQiAY7jcM+G+fjCrh6kJRWSSvHS+RTuWeE3btcsYQoAmL8I4AVALgKKAlw8Cyxt7gm1stOaEGKIRv1H/w5eDaUUmqaBUgpKqVEaEA6HjccihIwaNdeFqC5C9Z+ZwmQEqsvlMuo3W25kPw42mw2CIBiexq2CDl5G+pXn8dOtf2Bsu9bmhpLPIl+8DADw2lQExPL7WXSunvb9BEpCjOd50wRaABgLw1Z501pR0xKWPJ8Ck/0QNTK1TwgxVWp/5cqVhhhNp9Po7e1t8R6Voqc6g5cUZDPmsZUCSrWnlFJT157qxGIxcAS4b223se3nZxLG4qipwhQA4XhgYbmpcCpNUfWgd+1ms1kkEgkMDw9jYGAAQ0NDiEajiMfjSKVShhWXoigjFo66kKWUQlEUQ3Alk0nE43FEIhEMDQ2hv78fkUgEyWQSuVxuRglTnYmk+B0OBzweD2RZNgZEmBmPxwNN01ouorUffwuPzLkJWb5UhrOYE8EVGWTyZau/TQvLiyqFD0IVwiMeZzrQ7eqslH4Zq960hCVOp8CkP0QMX7VCFTOH63peSSrVUJpJnPI8j5UrVxqXzdAY1dHFweUuR6cunDZXY5QuUGw2m+lXy5qmIRqN4sENZXF6Pi7h0GCu6cJUhywtf3fo4Teb9jwTRReZkiQZQjOVSiEejyMajWJ4eBjDw8NQFAWKomBoaMjYVilos9ks8vk8isWiqespG81YAtVutxud+dFo1BQZorFwOBzgOA6ZTKalzVr05BHEjx7Bk/NuMrbd4vKWSg0K5ZT+xgXl+xQdrU3p6yUyZkEfBmB16rcWS5xOgcn6nQJAwTX1rn1N0yDLsqk+xJRSbNiwwbh87ty5lo/sI4Rg0fLyAqL3fBGKbK6TnN5Z7fV6Te+1qSgKvCjghkUBY9tjJ5PTIkwBgGzaVr5w8jBo2rw+lxYTo5ZAtdls8Pl8UFUV0WjU1J35QKlu2OPxQFXVlqanqVyE9t9fwfcX3QmJLR335og82AyDgjwIRS1FdHlWQ4gvewVLLUrpC4LQ0vR5LfSa71bVv1r1pmWsd2EKEEJamtrXu3nNwrx584wUtaZpOHGisV3V9TB/kQCOL4k+WabovWCu6KmqqkilUkZ3uNmRZRkPrvIZl9/sS+FQb6TpwhRAqWPfe0UYaxrogT3Nf06LpnO1QPX7/UakvtVDPSaC1+sFwzBIJBItjfDSR7+Lk1mCZ7vLi7h7/aXvS6aiEeqG1V4wKL2vGmNr2chSM6b09fOp1aXfeixxOkUm/WFqUGpf//KY6cMsyzI2b95sXD569GjL03EcT7BgcTl6evakBE01V/Q0l8tBkiQ4nc62qDdaFeCxqsNpXP7PPT3T8ryEYUA232Bcpvt2T8vzWjQfSikymQwopSCEIJ/Pt4UwdTgchnNKS8eUnj0B+dnH8NUV7wIlpdP6Uo8INk6gaUVkC+Xv6Ib55eNf0bECIK2xs7PZbCgWi6b6P9tsNlBKW/a/NFOpXquxxOkUqefDNDK1P/lonl7HZrYPc6Xnqe7B2GoWrxChZ8zzWQ0Xz5sregqUOuI1TYPP5zN9et/n8+F/XV8edbjrQhKxaTqWky3byxdOHALNttayx6Ix2O12+Hw+o2TJ5XKZesQvUJ3Ob+WYUlqUoH3r83h87nb0uMo14Q8Fg1BVIJ0/A3olUmqziQiz/cZtWmUhpU9iM1NKX8+E6j0drXj+dghOTBeWOJ0ieo3KZBiZ2j9V13PrZuFmmmJjs9mwZEl50sjhw/VFhhuJw8lgQcVI09PHJagmi562S3pfb366Yb4bXa7S516lwFNn0tNzYF2+GnB7S3+rKuiBvc1/ToumUilMI5FIQ0adTgc+n8806fzBRM4YUwoAdy/yIn1ZA6UakrnjxvabN80Fq5VqTykIio6VIx5vOnA4HIavsFnQB2y0KqU/mjXdbMUSpw1g0tHLBqf2K83BW83Vqf1Tp0613JAaAJavsUGvMy/kNFw8a77oqdnT+5Vd+clEHA+tLjdGPXL4MmTe2fRIPmHY6tT+m6809fksmovT6YTf74eqqohEIlBVdcqjTqcDh8MBURRbn84/cxzas4/gayveieKVJiivjcV1ggeaCmQLPVC1UpMWwzDYNK+8r7J9MSjrqPm4zYTjOGOKlpma3ex2OyilLRWnFmUscdoAWpXa161nzCROAWDx4sXw+XwASo1R+/fvb+0OAbA7ro6eFqAq5oqeAuZN79eyi7ptiRdBeylqL6sUX9t9DoFAoOm+rWRr2SYHR/eDDl5u6vNZNAefzwev1wtZlg1hqmNmgaqn8xVFaW06X5KgffPz2B3egAOBcgT0V9d1oP+CDEopkrljxvaVK5bBLZWjqAXXpuncXQMzNkLpvuHFYrFlgtlM/SNmwBKnU4RSOmLU4ERoVGo/n8+D4zhTRdqKxSJuvvlm4/KRI0dMkb5ZvsYG/d8kFSgunDXPuDwdM6b3R/MxFTkG79sQMi7/7NggTvTH4Xa74ff7myeuV6wDuuaV/qYU9PnHm/M8Fk2BYRiEQiE4HA4UCgVEIpGagsCsAlVP5yeTydam8x/5L2RicfzHsgeMbdd0OxFI89A0oCAPoqhEjeu2rwuCUUtRVAq2rvHZjcDhcECW5Zb5iNbCbreDENIywSyKomUhdRXWuzFF9BPwVFP7tvRbdT2/LvrMFD2llGLt2rVwOksd3Yqi4ODBgy3eK8BmZ7BwaXl1eua4BMWE0VMzpffHM9h/2xIv5nlK+6hR4IsvnkYul4PdbkcoFJr0om0iEIYBub18QqavPg+aM/doS4sSPM8jHA5DEASk02nEYrExBZ7ZBKpp0vmnjoI+/xi+s+QeJIRSpkJgCT68Nmw0fKay5ajp/Pnz0cmeNy4XnStB2ek/Z+iNUGaKmgJWSt+MWOK0QdSV2ndvMv4WsifAyIlJP4Y+XcNM4hQoRU+3by93Vh88eNAUK+Vlq0UjelqUKC6cNl/0FDBHen8ik59YhuD9G8ujD/f2ZfDqqctG9DcUCjVFYJPrbwWcV8oHpALoK880/DksGou+YGEYBvF4fMK16GYRqKZJ56fi0P7tczjmWYhn51xvbH/f+hASPRqoBhSVJHLFPuO6LZvWQcyUp/ZVnnumE6fTCU3TTCVOWZaFKIooFAoti4RbKf2RWOK0QQiCMGkRUXQsh8qVmkoIKOyp+kzFc7kcGIYx1epLURRs3rzZECaSJJlipKloY7BoeUX09IQE2WRTo4DWp/cnM5L0+vkurAiWP3v/eWDYiIoRQhAMBo06s0ZBRBFk593GZfrCE6Am8ku0qEYv9dA78idb5mMGgWqGdD5VFGhf+wekMzn8y+pfMrYv9Iq4fb7XGDKSqujQDwQCWBbKgaGl6zQiQmrByFKe5yEIAvL5fMv9ryvRAzutKj3THXfM9J6YAUucNoh6pkWBMMh5rzMu2lNvAnTys7X1L7vZoqeapuH668sr+7feessUs8OXrhLBcVemRhUpzp8yZ/S0Mr0/nQuPyQhToPTZ/+A15ejp8eE8Xr2YhiRJRqOL3vzSSMit9wLsFRu1WAT0rVcb+vgWU4cQYjTJFYtFDA8P1z1HvZUC1eVymSOd/6Nvgp46ii+tehgRmx8AwBLg/1zfhXPHJFAKqFoBmcJZ4z7XXHMN7JlDxmXJtRZgJmd/2Aj0Mq9Wjnithd1uh6ZpLU/pm6kB1gxY4rSB1JXa92wBJaUTLKNmIGaOTPoxNE1DsVg0nU9aoVDA9ddfb9QdZrNZnDxZ37jWRiKKDBYtL6eazxwvIJ8zj6VJJfF43BB3k/XTrYfJClOd9Z1ObJlTnhr1jX1DyMkqFEXB8PCwIbLD4XDDXgfxBUGuLXfu06d/DGoia5rZjiiK6OjogM1mQy6XG7XxaTK0QqDabDZ4PB7IstzSdL72+i9An38cP5t7I/aGys1M798URpjw6Ospif5U7iQoLWURHA4HVi2bDyFbPu5K7o3Tu+MoNcHZ7XZIkmSKAIUOx3Hgeb6lDbtmyniaCUucNpB6PmSUdaLgKh8s7Mn6U/uEENNFTzmOw5YtW4zLb731lim87ZauEiGIJSGvqsCxg613E6iFpmlGejwQCDS1o7NeYarza1s6wTOl9zSWV/DdgxEAJUERjUar6lAbZTdFbn+wfOHiOdDXX2zI41rUDyEEXq8XwWAQhBAkEgkkEomGPf50ClSO4+Dz+aCq6rjNW82EXjwH+p0v4ZxrDr619H5j+zXdTjy4yo/D+0rHL1UrIp0vp/Q3bNgAZ+EEyJUJUSrrQtG+dHp3HqWoKSHElFFToHUpfYZhWt70alYscdpAGIapq7A5X5HaFwoXwEr9Y9y6Nnoxt9nEaTabxU033WREdOPxOM6dO9fivQIEgcGq9eXFxOWLMiJD9aUbm40sy0gkEmBZFoFAYPw71MFUhSkAzPEIePe6oHH5yVNxnI2VU2WZTAbDw8NQFAVut7shUVSycCnItWXbMvrT74BKrUnPWZSjpU6nE5IkYXh4uCnNL9MhUBmGQSAQACHEyGC0AppNQ/vy3yCvEvzTml+BwpQybX4bi0/c2I2+8zKS8dK+pXLHoF7xzOZ5HuvXr4ctU3ZKkVwbANJ4B42xIITA6XRCluWWpc5Hw+FwQFGUljXrWlHT0bHEaYOpRxwqtvmQxbnGZUfy9Uk/hm6DIYpiU+x76kUXzOvWldNQ+/btM0Xx94IlAnyB8nt15K0CNK31+1WLfD6PTCYDQRCMAQeNohHCVOddawKY4y5bS31l7wDUivdUT/M3MopK3vlBgLsichNR0GcemdLjWUyeWtHSaDTaVEHXbIHq9/vBcRySyWTLxAvVVGhf/xwQHcK/LX8Q/Y5SbTcB8Lvb58DBMDhxuCT4VK2AVEXUdPPmzXByefD5soVUoQUpfafTCYZhkMmYy+5NEASwLNvSlH6jG0VnEpY4bTD11n3mveWRjGL6AIg6+RWmHqEwY/R0586dxuXBwUH09PS0cI9KEEKwbnP5vUonVfScab3d1WikUikUCgU4HA6juWCqNFKYAgDPMvjNbZ3G5dPRAn5+JjHidrWiqBzH1fWcJNRZ7Xv69I9BE9Ex7mHRSERRRDgcbnq0tBbNEqherxeiKCKTybTU9og+8t/Asf34RedmvNi11dj+8LogNnY5cepIAUWptPhL5Y9A00rZH5vNhk2bNsGe3AOC0vUKH4Yizp/21+B0OqEoiikGsVSiC8NW7RfLshAEwRSBGjNiidMGU29qv+DaAI0pCSWGFusy5ZckCaqqmm41pmka/H4/VqxYYWzbtWuXKWpP/UEO8xeXa35OHClAKrR+v0YjHo8bJ+KpeuM1WpjqbOxyYueisv3Vdw4MYzg7smRCj6Km02lwHIdwOAy3213X4o7c827AdeU5i1LppG7RVBiGMaKlDMNMS7S0Fo0WqPriT5Kk1jZAvfoC6M9+hEv2MP5txTuM7WvCdrxvfQiphIrzVxbTippDKlduetqyZQtEgYU9tc/YlvdeB0xzw6zD4QDLsqarNdX7M1rZoKUHkczUxGwmLHHaBOoShwyPgqe8MrYn9wB1rKhyuRw4jjOdqW8mk8Fdd91lfBFjsRiOHTs2zr2mh9UbbOD40n4pMsWJQ+aqi6qEUmo0Zvj9/rpLOJolTHV+dXMHnHzp8JKTNfzLa/1V6f1K0ul0VRRVr1mcDMThBHnwl43L9NXnQS+eHeMeFvVCCKn6P013tLQWjRKogiDA6/VCUZSmfC8mCj3wOui3v4AcK+If174fBbZ0PHcJDH5v+xwwBDj8Vg5XgqLIFg9D08od+hs2bICYOQxGuzKulPAouDdP++twuVxQVdVUpvtA6T1q5bhSwHwZTrNhidMmUO+c3Lxnm/E3Jw+Bz0++cSibzYJS2rC0b6NQVRV+vx/XXHONse311183xdQo0cZg5bpyYfrF80XEo+axO7kaVVURj8eNDv7JrrybLUwBwGfn8Gtby+n9I4M5PHp89OfSo6h6V7fX60VHR8ekDuDk5ruA7itpS0qhffMLoHV6alrUxul0oqOjA2632+hgb0W0tBZTFagsy8Lv91ctAFsBPXEI2tf+EQoFPrf2/bjo6jau+53ruxF28rjcKyM2XHrPZSWNePq0cZtt27aB5/kq55eCa+O0jyu12+3gOM44J5kJh8MBVVVbltLneR48z5vufTETljhtAoSQurrwVCEEyVFOfdvraIzSNA2SJJmuMQooR0/12sJcLoe33pp8+UIzWLRMgNtb2RxlrikmV6OnHHmeh9/vn/D9pkOY6ty62IPtC8rNTv99aLiqe78WuVwOQ0NDSKVSYBgGfr8f4XB4QpkAwrJg3vdr5Q1950Ef/27d+29Rxm63o6OjwxikkEgkMDw8bLru63oFaqVVWzweb1mql54/De1fPwuqyPjG8odwILDSuO7da4O4br4bikxx7EBZVBXoYVBaKkXyeDxYu3YtWGkAQqFc15/3lgMf04XL5YKmaaZL6QuC0HJvUyulPz6WOG0S9dZ95r3liUpi9hgYZfI1T9lsFoQQ09WeKooCQRBw881l65+33nrLFF2cDEOw7prygiIRU3HBxM1RQOn/nMvlDJPw8ZhOYQqUDry/ta0LQXtpMaJowP/bfRmSMnZNL6UUmUwGg4ODRj1qMBhEMBgc13qKrLkG5JZ7y4/19E9AT5ujfKQd0Zud/H6/MbpzcHDQdGnaSuoRqPqQi3Q63bIJUPTyRWhf+BQg5fHo/B14Zk75XLB9gRu/sjEEADhxOI9C/kqTk5pAJHbGuN22bdvAsmxVYEMW50KxTW8jlM1mA8/zyOVyplvkm2FSlZXSHx9LnDYBSqlhUzFZio6VUDkfAIBAgz25d9KPoRd5m02cAqXo6S233GIcIBRFweuvTz5C3AxCnTzmzC+Ln+MH88ikW5+uHItEIgFJkuByucY8CU+3MNVxiyUvRj0+0Jcq4ptvDU3ovpRSpNNpDA4OIpvNQhAEhMNhBAKBMY2rybs/BHTO1R8E2n/8M2jBvGLKjIiiaCwIWJat+j+0A5MRqD6fD3a7HblcrmULZRoZhPbPfwlk0ng9tA7fWVJeYK0M2fHxG7rBEILIoIzzp8uLZokcNv72+/1YtWoViCbBlt5vbK/00Z4uXC6Xscg0EwzDwGazGc3DrcCMWU0zYonTJqCH6utaHREGeU/5YGJL7QG0yUfwstlsaQVtshWaLMuglOKOO+4wth07dgyRSKSFe1Vm3WZ71eSoA3tyoCb1PtWJxWLGSbhWrXGrhKnOhi4nHlxdHh7ws9MJ7OlNT/j+mqYhmUxieHgY+XweNpsNoVAI4XC45uebiDYwH/ldQK/7jgyCfv/fp/w6Zjq6WXpHRweCwSAEQUA2m8XQ0BDS6bTpImDjMRGB6vV64XA4UCgUGjrFajLQZBzaP/9fIBHFafc8/Mvq94GS0me308XjkzvnQuQYKDLFgTfKqWjCDWFouOxhet1115XcYtIHwNDSOUNjbFUTCKcDm81mfHbM4MhSiRkmVZntnGxWLHHaROr9EOa9W0FJKRXKqhnYU5OPnurpFLM1RgElv86tW7ciFAoZ23bt2tXCPSoj2his31L+v8WjKs6eak2ab6Lo40FlWTZOtjqtFqY6798YwmJ/uW70n1/tR29ycu+roiiIx+NGBE9vYOns7ITb7a6KRpDFK0Due69xme56FvSAOSL0ZoPjOHg8HnR2dsLr9YIQYkRKk8mk6QTGZBhLoOqLuVZ+N2g2A+1f/hIY6seQ6MPfrv8wimwpK+AUGPzFLfPgtZXOBUcP5JHP6v8LDbFM+bzQ0dGB5cuXA5RWpfQL7s0AM73jMT0eDzRNM13UFChPhGpVrXS9/SizEUucNglKqdGRN+n7sq6q6Kkj/tKko6eUUuRyOaP420zo4+Luu+8+Y9vFixdNYcwPAHPmC5i7oPyenTxcQDpp7vS+pmmIRqNQFAU+nw8Oh8M0whQomfP/wfY5sHOlQ05e0fA3L/UhU5z8+6qqqlH7mEwmQSk1rI0CgYBx8Cf3PgwsLjcYat/6IujQ5ca8oDZHr0kPhULo6OgwLH908Z9Op9talFZSS6C63W64XC5IkoR4PN6a/UrGoX3uk0DfBWRZGz674VeREEoNhCwB/uTmuZjvLS3oBvtlXDxXPgcInjNIJMvf6VtuuQWEEHCFi+CLA8b26U7pOxwOcByHTCZjus+P3W4Hy7ItrZe22Wx1OfnMRqx3qUlMKbUPIOffOeXoqZ66MGP0NJ1OY+XKlVi8eLGxzSzG/EApvW+zl74emgbs35Mz7WhTHU3TEIlEoCiKqYSpzjyviN/dXrbFuZyW8U+7Lo/qfzoelFIj7RyNRo3xvYFAoBQFDARg+80/BvT61Gwa2hf/GjRrvojOdKBHbXw+Hzo7O+Hz+cBxHHK5HIaHh42yiZnI1QLV7XajWCy2zDKKDvVD+/s/BvrOQ2J4/P26D6LX2WVc/9HrurChq3TcLkoaDr5RFlQOt4TzPWWXk7Vr16Krq3RfR+IVY3vRthiq0NHsl2Kg+9+qqmrK2mSn02kcM1qFldKfOJY4bTL1fhg1zj3l6KmiKJAkCXa73XSrNd2Y+f777ze2RaNR0xjzCyKDDVvL/7tkXMXpY+ZO7wMlgVosFkEIAaXUdFY/181z45c3lMs53urP4r8ODk/5cfUI2ODgIFKpFCilcLlcCK/bCP/H/2/5hgOXoH3t70FbZBU03TAMA4fDgUAggK6uLgQCASO1mUgkMDg4iEQiAXkW+MFSSqs68QuFQmuEae/5kjAdHoDE8Pib9R/CEf8y4/qH1wbxtqU+4/KR/XlIV7rzGQYoaAcMf2hRFHHDDaXR12xxCGK2fPzM+bZPw6sp43Q6jeY5s9Un8zwPQRCQz7fOIrDe6ZGzFXMplhkIy7J115iUoqel9DKrZqpMlSdKJpMBIaRhM6cbSSaTQXd3NzZuLBfs79692zSr7s45PBYsKddrnT5WQCJmblGj15zq3ah6it9MPLwuiBvml/1Pf3IshpcvNGZMpF7rNjQ0ZPilCjfeBs8v/0b5RscPgv3hv5tuwdYoOI6Dy+VCKBRCV1cXfD4fRFFEsVg0yiEikYgpbX6aiZ7SLxaLDRt1OlnoqSPQ/vFPgVQCEsPjb9d/CIf9y43rb13swS9vLC/eLvcWcamnvHAIz0vg7LnymNIbbrjB+H474i+DXBkZpfAdKDpXN/vlGOjnGEVRTGkzpv+fW1kHq0+lspgYM/PobDLqTatrnLuqZsiZeHnS0VNJkiDLsim/GLpB87333mtYA0mShBdffLG1O1bBmk12OJylrwmlwIG9OaiqOU/olan8aDRqpPh9Pp+pSjsYQvDxG7qx0FeOInzx9X6cjDQ2pawoCjKZTEmI3fZ2cDfcalwnv/AknK+/gHA4bAh6s9VmTwRCCHieh9PpNNL1HR0d8Hg8Rso+FothYGAA0WgU2WzWFNOcphuv12vUmOrfjekWqPTA6yW7qHzOEKaHKoTpLYs9+Nj1JcsoAJAKGg7vK38nfEEGZ86/alwOhUJYt24dAICRE7ClDxjX5fw7ADJ9p3e32w2GYZBOT9yFY7rgOA52ux35fL5lwxWA+r3PZyuWOG0ylFKIomhMRZosWd8OI3rKTCF6yjCMqQSKTiaTgcvlwt13321sO3v2LM6cOTPGvaYPnifYeG05vZ9Oajh+0Hx1ebVqTPUaVL2L30zRczvP4M92zIVbKB2CiirFX/2iFxcTzSmdoJRC+8BHgSXliTuJb/wzivteNYRdOBxGd3c3QqGQKQUrIQSCIFTtb1dXV5XA1r0lI5EIBgYGkEgkWpa+Ngv64kySJKPGdKqjTieLtvs5aF/+O0CRITEc/nbDh6uF6SIPfuf6brBMSZhSSnFgbw5FqfR/Y1lA9Jyrsty79dZbjei/I7ELBKVFh8p5UXBvaurrqUQ/t8iybMqaZTNETaeiAWYrljhtMnq0st5VE+XcVVOj6ome6itG3ePNTOgn0+uvvx7z55enmLz44oumqZcMdfJYvLyc3j9/uohLPeaZHjVW85Pexa+fhCcySWq66HIL+KOb5+JKAz8yRQ1/+UIvBjPNeW8JL4D56J8BgXBpA6WI/f2f4fKLzyAWixnTgViWHSFYw+EwfD6fYT9kt9shCAI4jmvYd4oQAo7jIIoi7HY7XC4XPB6PMcK1q6urSjgTQlAoFJBKpRCNRjEwMGCUMug1ibMdv99v+JhGo9EqkT5dAlX7+U9Av/UFgGolYbrxIzjkK9eY7lzkwe/cUBamAHD6mISh/nKUb8kqYP/+cmBi9erV6O4uNRcSNVvVMJvz3QyQ6TN593g8IIQglWpMaU4j0b2+9QxiqzBjYMjsEDqbl9TTiKZpGBgYGP+GNSBKGqGefwShpS9XOngv8v6bx7lXNQ6HAz6fD8lk0jQ1nZV0dHQgFovh85//vJF2XLNmDW6//fYW71kJVaHY9XwGqURp31gWuPkON9ze1k76mGhXPiHEMFYvFAqIx+OmiabtvpjC53Zdht603+Xi8Xd3LoTf3pxIA+27AO3v/hiQrkR5BAHM//kLkNXl2meGYYwmCt0SbqypLpqmQdM0qKpqOE7o769ec1652NIFLcuyYBgGLMuOKXIVRYEsy1U/ZnG2MCMMwxiTxPL5/Jh2UYQQhEIh8DyPVCrVsAgbLUqg3/0a6O7nAKAkTDf9Og55yg4lOxd58PGrhOnQgIw9L5WP0Z1zOCQLr+H48eMASrPhP/jBD5ZrTWPPwRV7HgCgMU5EFv3RtHmb8jyPcDhsKleQSvTjYzQabdlYWpZl0dHRYbrAkNmxxOk0Eo/H6057OCNPwXnFJkRjnYgsnPwBqLOzEwAwODhY1z40E31c4rPPPovnn3/e2P6Od7yjKqLaSrIZFa88m4FcLH1lXG4GN93hBs+35qBTj12U3iAlyzJisZhp6g+fOZPAl/aUF2+LfCI+e8cCuITmiH96/CC0f/1rQI8w8gKYj34SZO01Y96vUkzqv6/exjDMhE5ElNIqQVvrd6XYtZgYPM8jEAgYneMTqYNstEClwwPQvvp3wMVzAACJ4fF3m38dB12LjNvsWOTBJ64SprmshleeTRvpfKeLwfwVw/jZz54s32/HDmzatKm035qE4IW/B6OVziuZwO3IBd42pX2fDOFwGBzHYWhoyDTHEh2GYdDZ2QlZlls6gdDtdsPtdo9/Q4sqLHE6jRSLxbq/JETJINTzDxXR03uQ9++Y1GPoacKpiORm4vf7IQgCPv/5z2NoqDR/3ePx4Fd+5VdMU/s3eFnG3lfKUY3ueTy23Dj9zWZT8TF1Op3weDyglCIWi5kmBfyTo1F8+0DZVmpVyI5Pv20+bFxzqo/oycPQvvBXQPFKRIXjwfz2n4Gs39LQ5wmHS2UEkUjENNHqmYrdbofP5wOl1Ki3nSiNEqj08D5o3/gnIFe6f1xw4W+3/BbOiGHjNjsWevCJG6uFqapSvPpCBolYOTuz5SYejz/xPaMDvrOzEw8//LBRa2pP7II7UhKuGhEQXfQnoOz0eGnq2biJLgCmG10UxmKxlpaIdXZ2jpl1saiNVXM6TVBKpzStiXIu5KZYe6rPOjZTY0wlqVQKhBC8+93vNsReKpXC66+bZ+xk5xwey9eUu8z7+2Scm+bxplM12M9ms8b9gsGgaeqh3rk2iHeuCRiXT0Ty+OyLfcjLzYkckpXrwXz8U4B4xepNkaF9+bOgB99oyvNZwrS56PW5qqoiEolMWpBMtQaVahq0x74H7Yt/ZQjTXkcH/uTGPxpXmALA0f15Q5gCwPotDuw/8IohTFmWxR133FG2QKMKHIny2OeC97ppE6YMw8Dj8UBVVVOOKSWEGE1arRSm+lQqi8ljidNpQhdbUxECuarO/SwcycmJNn06Bs/zppzvqx/oFixYgOuvLwvxAwcOmKoUYeVaG8Kd5XrI4wcLiA5Pj0VJoyY/SZKE4eFhqKoKr9cLr9fbwL2snw9uCuOOpeV9OTSYw1++cBEZqTkpQ7JiLZhPfAqwXTmpKwq0r/wt6Fuvjnk/C/NACEEgEDA8THULtXqoV6BSffrY498rec4BOBRejT+9/vcwjPKx9t4VvprCtPd8ET1ny8GGhUsFFJQenDp1yth2ww03IBAoL95sqf1glWTp+cFOq+m+x+MBwzDG+GCz4XQ6wTBMy4WzWRb+7YglTqeZqUxrKkVPbzAuO+Ivg2iTi9pls1ljeo4ZyWQyUBQFd999N3w+H4DSCeO5554zTU0TYQiuucEBu6Psf7rv1SwK+ebWBjZ6JKmqqhgeHkahUIDT6UQwGGy5MT0hBL+1rQs7F5VdBU5GCvjkcxeRyDdnAUCWrQHziU8D9iuOGqoC7at/D+3JH5jyxGtRhmVZhMNh2Gw2ZLNZRCKRKdfoTlag0p6z0P76d4Ej+4xtLyx/G/563YeR00rfJwLgI1s68BtbO0cI01RCxeF9ZeN6X4DF4pUUv/jFL4xt3d3dRp0pAECT4Yw9Z1wseDZD46ZngcnzvDHowyyOKlfjdDqhKEpLy9f0hkrrGFIfljidZgghUzLjzflvLkdPtSwc8RcndX/d+F4QBNOOUksmkxBFEQ899JCxLRqN4o03mpNurQdRZEq1ple+QVKBYt9rOWh1zokfj0YLUx297jSTyUAURYRCoZb78bEMwSdu7Mbdy33GtgsJCX/6bA+Gs82xgyFLV4H53b8GHFciHZSCPvJfoP/2OdAWdflajI0oigiHw2BZFslkEslksmGPPRGBSjUN2gtPQPu7PwKipRp5CuC7138Y/zr3LuizOgSW4I93zMUDqwIjatPlooY3d2ehr7sFkWDzDQ689NIvDOHHcVx1Oh+AI/kqWDV15TlZZP23Yrrwer2glDb0/W4k+hjVVrvS6FFTq0u/Pixx2gKmEuqnrAs5303GZUf8FbDFyc0mz2Qy0DTNVJ6XlUiShHw+j1WrVlWNNn3jjTfQ19fXwj2rxh/ksO6aco1XbFjBoTcbP7u5WcK0klQqhXg8DpZlEQqFWl72wRCC37y2s6oG9XJaxp8804NLqSb5oC5eDuaP/h4Idxnb6BuvQPuHPwGNTe47ZtFcnE6nkeLWJ181mrEEKh28DO1zfwb6va8DSmnBJDM8Pn/nn+FHtvLYUK+NxWdvX1A1rldHUyne2J1DNlOO9F5zvQO9fadx7tw5Y9v27duNLBIAEDVfFZTI+26Axvsb8ZLHxeFwQBAEI8NlNvQxqqqqtlScMgwDu3166n9nKpY4bQG6MXC9ZP23QL2SwiFQ4Yo8YdQ5TQQ9esrzvGm/QKlUCpqm4e1vf7shoiml+PnPf26q2c0LlwqYt7Dc5NZ7vohTRxuX6poOYaqTz+eNjvJAIACv19vSVT8hBP/rmg58YGO5mSSSU/Cnz/bgbKw56UQydwGYP/scsGpDeePFs9A++/ugZ4435TktJg7DMPD7/fB6vVAUBcPDw011m7haoDoddmjP/BTap38HOH3MuF3C341P3/vXeLnoM7bN8wj4x7sWYkVo5DGWUooDb+QQHSoLvJXrbHC4JLz00kvGtvnz52PDhg1V93XEXwKjlT7/GiMi67+lMS92HMzeBAWUHGlYlm35QAAzDrxpNyxx2iKm5HvGCMiE7jMuirlTEHKTO3Hq0VOz+q+pqop0Og2Xy4V3v/vdRkorm83imWeeMU0dDyEEG651IBAup8JPHZVw8dzUU8HTKUx1ZFnG8PAwJEmC0+lEOByGIEyPofdovHtdEL+xtdO4nCyo+JNnerC7pzknIOLygPn4p0Buu7+8MZWA9k+fhLbr2aY8p8X42Gw2hMNhY056JBKZljp0XaDmz51C4a9+F/SH3wTksiA+vO1B/P6238exTPl0uqHTgb+/ayE6XbW/OycOF3Cpp1yiMm8hj2WrBTz//POGWTzP87j99turRA6jJOFI7jYu53w7Qdnpabrx+XxgGAaJRMI0x99KzDJGVXcKsJgaljhtAZRScBw3pdSp5FyHon2pcdk9/ASgTbwej1KKdDoNjuNM+0XKZrMoFotYvnw5du7caWy/ePEi9u3bN8Y9pxeWJbh2uwMuT/nrdOjNPIb666+PbIUw1dFHniaTSTAMg1AoZIwobBX3rfTjEzd0Q+8lKaoU/7DrMv774DC0JpwoCceB+aXfAPnARwH2ysJDUUC//UVoX/9H0Iz5RjXOVPRoqZ7Gj8Vi0zrhjCoK1Ce+j8jvfhDFk0eM7arbh/9516fxKcd2xKVyav62JV7831vnjzpA4sIZCWeOlxevoU4OG691YP/+/ejp6TG279ixY0TwwBl7HoSWoq0q6562Dn273Q6bzYZcLteySUvj4Xa7wTBMyz1XdacAi6lhvYMtQD/JT6ljnhCkw28HvfIvZJU4HImXJ/UQ2WwWqqrC5XKZNgWhjx287bbbsHRpWYy/9tpruHz5cqt2awSCyOC6HU6ItnIH/5uvZpGITb4uq5XCtJJsNmtEUV0uV8ujqLdeOek7hfJh6wdHovi7ly8hJzcngsbsuAvM738GcJc7oekbr0D7y/8DenDvGPe0aARXR0t1d4npgl48B+1v/wD0kf8CKmosc7c+hL+656/xg6gdukTmGIJf39qB37m+Czxb+3g6cEnG4bfKUT2Pj8XWG5243H8Jr75ati9btGgR1qxZU3VftjgEW+pN43I28LZpGVPKMAy8Xi9UVTVtExTLsnA4HCgWiy11ELCipo3DEqctQjfln0rHvCp0Il+xcnbGXwQjT07MpNNpsCxrWmspVVWRSqXA8zweeughI5JAKcXTTz9tqklXDieL63Y4wHGlE5OqAHtfySKXnbhwMosw1VFV1VRR1Gu6nfjcXYswz1M+Ke/py+BPfn4RA+kmNUotXwPmk/8PWF4hFlIJaP/6GWjf/DxorrVdwTOR0aKl0zXKlabi0P77q9A++3vGCFIAgC+Itz70aXxU3IHDQ+VjT7ebxz/ctRD3rxzZka8Tjyp467UsdDVrszPYdrMTRTmHp59+2ogEu91u3HnnnSMexxl9BuTKnRU+iIJnawNf8eiYPZ0PlN4zQkjLa00t0/3GYYnTFtGQ6CmAbOA2qGxJsBGqGKPsJkoul4Msy6ZORejp/VAohAceeMDYz0wmg2effdZUB0yvn7syzrR0WSpQ7Hk5i6I0/knVbMK0EjNFUed4BPzDXQuxZU45QtGTlPAHT1/AoYHmCEUSDIP5g78Bec9HAK7cAEdffR7apz8GeuxAU553NtLKaCmVCtCe+B9of/aboC8+BVSIYeXmu/Cf7/4MPnPBjmShHEW9bVkA/++eRVgaGL1MK5tWsfeVsmUUx5MrmRbg6aefNpo8GYbBvffeO6LkiytchC17tPx4gTsB0nwR1A7pfN13tVAotHwUs1mDPO2IOdXILIFSClEUpzQ3njI2ZEL3GJfF7DEI2ZOTeox0Og2GYUzbHAWU0/urV6/G9u3laPGFCxewf//+Vu1WTTq6eWzYWu7QzaQ0vLErB1UdXUSbWZjqXB1FDQaDLYuiOgUWn9w5r8pqKl3U8Jcv9OI7B4ahNMFvljAMmDseBPN//wVYtLx8RSwC7Z//L7T/+rJVizoFWhktpaoK7eWfQ/vk/wZ99LuAVJGRCXdh+Lf/Gn/ecR8eOVOuZxRYgj+9fTn+7qGN6PCPboAvFbQrC9TSZ5IwwLXbHfD4WLz++uu4dOmScdsdO3ags7Oz+gEohSvytHFRFudCcq2b4isen3ZI5wOlqCml1BRR01Z7RM8kLHHaQvST+lRFoeTahKJtkXHZFXkcoBOvddRXnA6Hw7QpCT29z3EcduzYgUWLFhnXvfrqq+jv72/dztVgwRIRK9aWox+xiHLFbHukaGoHYVqJHkUtFostjaKyTMlq6ndv7IZwpcZPo8CPjkbxxz9voh9q93wwf/IPIA+9v9wsBYC+9DS0T/5vaM/8FFRuzrCAmUqroqWUUtCDe6F9+ndAv/MlIBkvX+lyQ3vvr+OxX/4sfuekDaei5f2Z7xXwT3cvwg1dHBRFGdWovyiVhGmll+mmax0IdfI4f/483nyzXEO6cuVKrF+/fsRjiNkjEArnjcuZ4N0wpn80kXZI5wuCAJvNhnw+33LfVStq2lgINeunbpZAKQUhBENDQ1P6cnFSP/y9XzRqkjLBu5Hz7xznXmUEQUAoFEIul0Mikah7P5pNMBiEKIro7e3Ft7/9bcNvz+1245d+6Zdabh5fCaUUB9/Io/d8WSR1dHPYut0J9oqYajdhejVOp9OInhYKBaRSqZacJM5EC/in3ZdwOV0WhSJL8JEtnbhzWfP8WunFc9C++S9A34XqK0KdIO/8XyBbt6OjowMAMDxsGflfjSAI8Hg8EAQBmqYhkUhMXwr//CloP/oWcOpI9RW8AHL7Azh73dvx5YMJnItXp7NvX+rFb2zthMhdGU1KCEKhEHieRyqVMo5JRUnD6y9lkYyXa85XbbBh+Wobkskk/ud//sdIlfv9frz3ve8dscgjmoRAz/8zpkFJjhVIzvlwI9+Gmtjtdvj9ftOfD/T3fWhoqKXjrW02GwKBgHE+t5g6ljg1CY04CLiGH4Mj+RoAQCMCYgt/b1LzlgOBAGw2GyKRSMtrd0ZDn6WtaRoOHjyIH/3oR8aqfv78+XjggQdMFf3VtNJY04G+smjSBWog4GtrYarDsiw8Hg/sdjsopcjn80in09N+ssjLGv593yCePVudgrxungsfva4LXltzUm5UlkGffwz0qR8C+asGRCxZicBv/B6EVRsscVoBx3HweDyw2WyglCKXyyGdTjc9hU81DTj6FrRnHwWOH6y+khCQG25D4b5fxvd6NTxxMo7K6hCPyOLXt3Zix6KRk/WuFqixaGqEMF2yQsSaTTaoqoof/ehHGBoqjTzleR7vfe97jXKGSlyRp+BIvFLad8IhNv/jUIVQA96J0dGPsZRSDA0NmTZqqgvoTCbT8pR+KBRquR/0TMMSpyZBPxBM5YRO1DyCPf8ERis1hRRcG5Dq+qUJ359lWXR0dBiTV8yKflAqFAp45plnqixY1q5di9tuu81Uq9daAnXuAjvueXAhZKXY1sK0Ep7n4Xa7DcGRzWaNYQ/TyWu9aXxpzwDSUvm75Lex+Oh13bh2XvNSbzSdBH38f0Bf+llVIw0AiDfeCvnud4N0z2/a87cDLMvC7XbDbreDEGKI0mYvZGhRAn39RdDnHgP6e0feYN1mMO/6X9hHwvjq3gEM56qj/29b4sWHNnfAI46+8NUFqqoyeOwH5xCPlr/vujAFgF/84hc4cqQcrb3rrruwcuXKEY/HSgMI9H4RBKXPUtZ/G7LBOyb1uushHA6D4zhEo1HTBikIIUZGotUCWs86WlHTxmKJUxORzWanXHhuS70Bz9BPjMvxOb8G2bF0jHtU43a74Xa7kUwmWzqbeDx8Ph8cDgcSiQR+8pOf4NSpU8Z127dvx5YtW1q4dyOpJVDnLXRgw7W8keKfKVydqs1kMshms9N6AonmZHzh9QEc6K/+DF83z4Vf29KJDlf9TYjjQQf6oP3428CBPSOvXL8VzB0PAqs2zKoTGcMwcLlcxljH6SoBoak46C9+Vuq8r9WstnAZmHd+EInF6/Bvbw5i98VqA/c5bh6/ta0LG7om5l0pFyne2FVAdLhcCqALU0II9u/fj1deecW4bv369bj11ltr7DiF79LXIRQuAABULoDogk8ATPM+t0C5zKiyPMGM6DW+8Xi85XaCeqmZRWOxxKmJaET0FFSDv+8r4KU+AIDK+RFb8HFQZmJfHkIIwuEwGIbB0NDQtEe9Joq+nyzLYmBgAD/4wQ+qmqLuvfdeLFu2rIV7OBJNozj0hozeC+XU79U1qDMJm80Gj8cDjuOMedzTueDRKMWTJ+P49v5hyBX5WYEleO+6EB5cHRjVLL0R0JNHoP3wP4CeMyOvnLcY5I4HQbbdDMI1V3C0EkKIIUoZhkGxWEQqlWp6RI5e6gF99lHQPS9Wmedf2Slg4zYwdzyI4pLVePp0Et8/HEFWLh/rOAZ455ogHl4XhMBOrPmoVo3pynUuLF/DghCCs2fP4skny1Z/nZ2deNe73lWzw9uW2gfP0I+My4nu/4Wic9UEX3196HWTkiQhGo029bmmAsdxCIfDkGUZkUikpftiRU2bhyVOTUYjak+5Qh/8fV8x0kF5z1akO9414fvrBymzF8PrBylVVdHT04Pvf//7Ru0Ry7J417veha6urhbvZRmv1wubzYFnHu/BxfOzQ6ACgMPhgNvtBsuyUBQF6XR6WqMdFxMSvrJ3AMeGq59zrkfA/762ExsnGBWrB6ppcJ84gOyP/xNKpZm7jjcActt9IDvvBnGa18qtHpxOJ1wuF1iWhSzLSKfTTW12oqkE6L7doHteAs6eGHkDQQTZ/jaQtz0ALdyNX5xP4nuHIohclcJfFbLjo9d1YYFv4tGwWsJ07SYftt/SjXQ6jbNnz+LHP/6xESl2u914z3veU3OaEFHzCF78JzDqlfIs51qkut8/4X2ph8o60+HhYdMGJYByE9Tw8HDLO/StWtPmYYlTk6EfHKb6pXNGn4Mz/rxxOdH1ARRda8a4RzXt0BwFlISPz+dDPp/H2bNn8cMf/tDogHU4HHjPe94Dj2dkA8N0U9mVH4lER22SmqkCVR/r53K5wDAMZFlGNps1zMebDaUUvzifwrf2DyFZqM5M3LTQjV/d3IGgozkRTOOk/9Kz0J59BDhaw5dXEEG23AiybQewaiNIm/olEkLgcDjgdDqNiHk6nW7a/5kWcqD794DufQk4dmBErS+AqgUAHC683pfBfx0YRt9VVmNOnsEHrwnjzmU+MJOIgtUSpktWiFh7jR3hcBjpdBpf+tKXjKyBIAh4+OGHEQwGaz6ea+gROFKlkhBKeEQX/B403jfh/akHXWRFo1HTmu0D5mqCsjr0m4slTk1IQ7q3qQp/31eN9L7GOhGd/3FQbmLRmXZpjgJKNix2ux2JRAInT57Eo48+aqz8A4EAHn744ZbWBNWyi6pVgxoIc7h2uwOCOHPth69O86qqilwuh2w2Oy3RmkxRxX8fHMbTpxNVndg2juC+FX68Y00Q7jGaXuohHA4DKFtJjZlyBgCXpyRUr90BLF8DYtLJbZXoI5Dtdrvxf9Ub4hoNlWXg6D7QPS+DHtoLjLZ4nrcY5M6HQK69CYTjcWggi/88MIzT0eroLccAdy/34+F1Qfgm6eiQy6jY83IWmXT5s1tZY1osFvHjH//Y+N8zDIMHH3wQ8+fXbozjCr1Xsl71WQLWg16/mU6nkU6nx79DizBTExRQ+l5PZYCOxdhY4tRk6KuwRkQs2eJwqduTlgSQ5FiNZPcHgAmu8tqlOaqy/nR4eBiHDh3Cc889Z1zfSoupsXxMawlUl4fBdTtccDjNL0imwtURNt2CKpvNQp4GA/uzsQK+sndghFCxcwweXO3HA6sCcAqN+bxcLU51xm3WAQBfEGTrTaWI6qJlpovQiKIIp9Np+AvLsoxMJtPwsg2ajIOeOAQcOwB6YA+QG0X0+oIg23aAXLcDmL8EhBCciRbwnQNDODBQHb0lAG5d4sH71ofQ6Zp8ajYRU7D3lSykQvkUWilMVVXFo48+ir6+PuP6++67D0uXjtKgSjX4+74MXipNjFL4DsQWfAwgzYuii6KIYDBo+jpTwFxNUHrGzoqaNg9LnJqUYrHYkGJve/I1uIcfMy6nwu9EwXvthO7bLs1RQMnGqGTjomJ4eBi7d++umr6ybt063HrrrdN6IJmIwb6mURx6s9qoX7SV5m57/e2Z2p0soijC5XIZ0W095Z/P55saHdEoxXNnk/jOgWGkpOpUv0tg8NDqAO5fGYCdn9pCYTRxqkOLEujBN0D3vgwcebN2NBUAgh0gq9YDK9aDrFwPEgxPab/qhWEYOBwOOBwOY2FRKBSQzWYbVgJEc1ng1BHQE4dAjx8ELl8c/cYOF8jW7SDbdhqRZkopDg/m8NiJGN64NHJhvW2eC+/fGMbCSdSVVjLYL2Pfq1moFf+qFWttWLFWBCEElFI899xzOH78uHH9zp07cc8994zaCW9P7II7Um6YmqzTymTR60wBmP74bqYmKKDUzGYmP+2ZiCVOTYi+GovFYlNvIKAU3v5vQsydBlAy548v+B2ofO16p6tpl+YooLyalSQJkUgETz/9NE6fPm1cP50WU5OZ/EQpxamjBZw6Wq714jiCLTc60NE9e9JGHMfB6XQaqWFN0wzR08xoak5W8eTJOB45HkOmWH2C9ogs3rkmgHtX+I2JQJNlPHFaCc1lQQ+8XhKqxw/WrqE0HrgLZMU6YNV6kBXrQQLNNWcXRREOhwM2WzkymMvlkMvlpuxTSgt54MJp0OOHQI8fKDkcjPXaBQFk43Ug1+0E1l5jOB4UVQ0vX0jh8RNxXEiMrJ1cE7bjg9eEsTrsqHtfL56TcOjNPPQzJyHAhq12LFhSFrp79+7F66+/blxeuXIl7rrrLiMVfLVAZYuDCPT+K8iVsdMF10akut5X9z6Oh+7JynEcYrGYqetMgZJdkyAIpmiCcjqd8HonPtzGoj4scWpiZFluSL0no6QQuPgvYLRSKkS2LUB87m8AZGIrv3ZpjgLKojCTySAWi+EnP/kJBgYGjOtvu+02rFu3blr2YbK1wxM56c0GCCGw2WxwOp1GJ6wsy8jn8ygUCk07OWWLKh47EcNjJ+LIydXCyC2yuGOpF/cs90/aI3Uy4rQSmk6Wus/feAU4dXQCT9QFsmQl0D0fZM4CoHseEO4GmUKEh+d52Gw22O12I0oqSRJyuVxdC2eqqsDgJdBLPUBfD+ilC8ClHiAyOP6dA2GQ1RuA1ZtANm4DsdmNq+J5BT87HcfTpxJISiOF8mK/iA9sDGPzHGfd2ZOJLiKPHj2K558vN6POmTMHDz30EDiOqz3qlKpX7P9K6XyVdSG24BOgbPNcJPRjutlLtoBy0KERPuBThRCCzs5OMG1QB97uWOLUpOjR00bV14iZw/AOfNe4nAnciVyghvlzDSpHhg4PD7e8EH08dFPkRCKBSCSCH/zgB1WdnbfffjvWrJm4c8FkqFeY6pTShTmoSvk9rkwXzjY4jjNSyPoJQVEUFAoFFAqFpiyW0pKKR47H8MTJGApK9WedIcC1c124b6UfGzodE/qf1CtOK6GJGOjJw8DJw6XfQ/3j3wkAOA7onAvSNQ+YM78kXMNdgMsDuNyAaB/xGkRRhM1mg81mM1KXE42SUlUF0kkglQBSCdBUHEjEgP5e0L4eYKB39LKFq3G5QVZuAFZvLInScPeIfT0XK+DxkzG8fCENRRt5XLqm24kHVvmxqds5qQ78q5lo+c2JEyfwzDPPGJd9Ph8efvhh2O1lIX21QKU9j1Q7q3R/EEXn6rr3dTz0XoJ2yIaZ7dyjv3cWzccSpyZHURRjBvNUcQ/+APZ0ycaGgkF83m9Dsc2d0H3NtHodD4ZhEAqFwLIsotEohoaG8OMf/7gqQnDHHXdg9erGngCmKkx1ajVazF8sYMNWOxhm9glUnVqiSU/9FwoFSJLU0JNXoqDgp8di+NmpOCR15OPO8wi4b6Uftyz2wMGPHp1shDi9GhobBj11BDhxuPR7eGD8O9WC4wCXB4zbC9brB+v1gfX6wbg80DQNilyEKstQFQXQKEA1gFb8zudArwhRpBKlxq56/weiHVi+GmTVFTE6b3FNp4K0pOLVi2m8eD45wrsWKA1ZuHWxF/ev8mOBd+pZB0WmePPVLIYHyqLa7WGxbYezqnHx1KlT+PnPf258Bp1OJ971rnfB5/ONeEwjrV7og7L/r+r2pJ4suhVTo3oamo0eaDCDxRXDMOjo6LCiptOEJU7bgEalXohaQKD382CVBIAr3aDz/8+ER+LpB4p2SO9zHGdM7ohEIohEIvjJT35ivI+EENx55501Z1rXQ6OEqU4ue8WiJlVOLwc7OGy5wQHRZh0c9XSzKIpG6p9SimKxaIjVRs1rzxRVvHAuiadOxdGfHln76uAZ7FzkwY5FHqwK20dE6JohTq+GRodATx8FLl0E7e8tzY8fHiyJSLPBMKVo7tyFwNyFIPMWAnMXlRq+RjnxS4qGPX0ZvHwhhf39GSg1XlbAzuG+FX7cudwHT4PswDIpFW++mkM6Wf4sBcMctt7kgCCU9/Xs2bN46qmnDGFqt9vxrne9C4FAYNTHJlRB6PKXQfKlKHhpmt/vgDK2huz71ehNo3oU0swNUID5AiL6Md5ierDEaRugaRoGBwcbEhXic+fgu/wNw0cv570RmfDbJ3Rfs6VYxkNv5tI7PKPRKH784x8bZRKEENx9991Yvnz5lJ6n0cJUpyhpeGNXFrFI+cRosxNsucGJQHh2dPJPBIZhjIiqKJbLH2RZRqFQgCzLkGV5ymJVoxT7L2fx5Kk49l2uvVgMOjhsX+DGTQs9WBG0GY4XQHPFaS2oXCzVd17uBTN4GRjoBb3cCxqPgmab7Gcp2gCPz/ghHXOAeQtB5i4CuuaBTMAfUtEoDvZn8fKFFF7vS48osdBZHrThgVUB3LjADa6BmYXLvUUc3JuHUvG8c+bz2HSdo2pYxvnz5/Hkk08aYs9ms+Gd73wnQqGxG9Rcw0/Akdx95RJBYdnHkEJ3w/a/EoZhDOeVSCQyLXZtU8Fs5xrd93s2lla1CkuctgmNnIjhijwFR+IV43J8zkcgOyY2h95sq9nxcLlc8Hg8yOfziMfjhkDVmzkYhsE999wzuvfgODRLmOqoKsXBvTlculg+mRACrNlkx+LlgnWwvApCiJH+F0Wxyu5F0zTIsoxisThlwdqfLuLJU3G8cDZZNZO9kg4nj5sWuvH2TQuxIuyctjQqx3Hgeb7qpzIVqSgKCrksCtEIpOgwkEkDmVRJsGZSpZ/8FU9QwpQKbQkBQEpRT3LlMmEAQQS8PhCPvyREvaXfRKwv+icpGo4N57G3L43dPemazU0A4LOxuHmhBzsXe7AsYGvo90DTKI4fKuDcyeo08rJVIlZtqH6unp4ePPHEE8bnSBRFvOMd7zDM4kfj6iAB7b4D/PL3j2ozNVX0CVBm8AidCGZK5wPlBjKL6cMSp21Co8aaAgA0GYG+L4ErljpkVdaN+PyPQuMmZo9htgPHeOgTpPQJKMPDw/jpT39aJVDvu+8+LF68eFKP22xhqkMpxYUzRRzdn68q55szn8fGax3geEugjoYu1ARBAM/z4DiuSqhNVbDmZQ27elLY1ZPCocEcavTkAADm++zY1GnD+i4H1nU4GmbwP54Q1V+f/lMsFhtW7tAINEpxIS5hf38WBwayOD6UhzzKm2jnGNywwI2dizxY3+kA24T660Jew77XsogNl98jjifYtM2O7nnVRv19fX149NFHjfeT53m84x3vQFdX15jPQbQCAhery6viCz6GUEd3TZupqXL18c/smC0Aog8qsAz3pxdLnLYRjZziwUn98Pd+CQSlA6sszivZS02g/tRsKZfxIIQYPnl6/e7Q0BB++tOfGuKaYRjcf//9WLRo0YQec7qEaSWxiIJ9r+ZQyJcjdS4Pg63bnXB7LEPoiVIp6ARBqClYFUWBpmlQVXXEb/3vq0kWFLx6MY1dF9M4OpjDaN8KhgBLAzZs7HJifacDq8P2mh6qLMuCYZiq37X+rtzvShHaiFKGZhDJyTjQn8WB/iwODeRGjY4CAMcQbJ3rxM5FHmyZ46rba3YiRIcV7Hu1uhHR7WWxdbsDLnf19+vy5ct49NFHjfQ4z/N46KGH0N09flrePfRj2FOlASGVjak1baamiH6c0jNHZseM55aOjg5wnFVGNd1Y4rRNaLS1FADYknvgGX7EuJx3byl1ik5gdWi21e14VB749eEGg4OD+OlPf2o0d7Esi7e//e1YsGDBmI/VCmGqIxU0vPVaDpGhcgSd4wg2XmvHnAWTH8FoUeLqCKQu/saKlNQSrkDpuxrNFvHSuThePBvD0cGxmxl5lmBdlxtb5vuwqtONlZ0edHpGT1VrmmY8XyNKFJpJWlJxLl7AuVgB5+ISzkQLuJweu5nSxjFY32nHdfPcuGGBG64GRZlHg1KKc6ckHD9YqMpMzF3IY8NWBziu+v9wtTDlOA4PPPAA5s2bN+5zjbT0extygduNy40UqHpJUzuMJtUxW9OtZR3VOixx2maoqoqhoaGGrSjdQz+FPbXXuJwOvR15340Tum+7pfdZlkUoFALDMMZUlP7+fjzyyCPGiYZlWdx9992j1qC2UpjqaBrFySMFnDle/Z4vXiFizQYbGNZKPTUKQsiIiGWt32PZywykCth9Loo3L8bxxsU4kvnxm1G8Ng5Lgg4sCdiw2G/DIp+IeR4eDKgpoklXQylFNK8YIvRcrCRIh3PjlyExpNTUtLHLiU3dTqwM2Rva2DQWcpHi4Bs59PdV1HQzwLpr7Fi4dGRN97lz5/Czn/3MWAhMdEELAGxxCP7eL4GhJdEli3MRn/dbI4ahNEKg6sEDvRnUjJ+ZqzFbwMNqgmotljhtQxrZHAWqwHfpGxAKPaWLYJCY8xHIjiXj3lVPwej1sGa3JgHKFlMAEI1GIcsyLl26hEcffdSo5yWE4JZbbsH69eur7msGYVrJwCUZ+/fkoMjlr7DHx2LTNge8fivNP50QQsAwjHEiq/yt+1wmEglolOJcNI+DAxkcuJzB0cEc8rV8kWrAEmCeR0SHi0fIwSHg4BBy8AjYOePyWH6rU0HRKKI5GZGsguGK38NZGZGcgkhWHrUxrBZdLh6bup3Y1OXE+i5H06OjtRgelHFwbx75XHm/7Q4GW250wB8cmcY9duwYnn/+eUPosSyL++67b0KlQEST4O/7MrhiybNaY2yIz/soVKF2R/9UBKrNZoPf74eqqohEIm11XDZTOt9qgmotljhtQxraHAWAUdLw9/4rWLUkeDXGidj8j0Lj/ePeVzd1NotgmwiCICAYDELTNEQiEaiqikuXLuHxxx+vSiVde+21uP7660EIMZ0w1cmmSz6MqUQ5pUuY0lSpZavEWW3abxbGspJSNIrT0TwODeRwMpLH+biEWL7+77WDZxCwc/CILASWgGcZCCy58lPxN8eAYwhkVYOkUBQUDZJKISla6UctbSsqFOmiinheGbWGdjzcAoPFARuW+G1YGrBhRdCGLnfrSlAUheL4wTwunKlOG4c6OWy+vraP8L59+7B7927jsiAIuP/++yeUygel8Ax+H7bMQWNTousDKLrGnlJXj0CtdWwzO8ZAAo5DNBo1RTrfaoJqPZY4bVMaXUfEFXrhv/R1EFo6McriHMTn/m+AGf8k4vP54HA42mJOs44oiggEAlXRhUgkgkcffbTqNaxZswYPPfQQPB6P6YSpjqJQHDuQR8/Z6oO6L8Bi03UOq1mqxUzW5zRVUHA+IeFCXMKFRAHn4xJ6k1JN43mzEXRwV0SoiCV+G5YEbAg5ONOc4GMRBQf25JDNlN9MQkqLueWrRZCrFnOUUuzatQv79+83tjkcDjz44IPG/3U87InX4I48ZlzO+nYiG7p7QvedjECtlRVqB/SFf7NstOrBaoJqPZY4bUOa0RwFALbUW/AM/dC4XHBtRKrzveM2SFWufNvB4FlHj/pW1mWl02k8+uijVSJ05cqVeNe73mWaA+doDA/IOPhGdZqSYYFV621YskI0jUCYbTTChF/RKPqSEnqTRUTzpVR6LKcgklMQzcmI5xXUmLDacHw2FmFnqawg5OQRdvAIOTmEHTy6XDw8NnOe0FW1VKd99kR1nXapDMYOr3/kfquqiueffx4nTpwwtnm9Xjz00EPweidmu8cVLsLf93XDFaVoX4LEnF8dUWc6FhMRqJX19GaJPk4EM2berCYoc2CJ0zam0c1RAOAafhyO5KvG5UzwHuT8O8a9H8dxCIfDUFXVNDVDE0HvaC0Wi4hGo6CUolAo4IknnsDly5eN23V2duLtb387HA5HC/d2fOSihiP78+i7UL1ACIRZXLPNAYfLiqJON9MxIUrVKJKSimhORjSnICdrKKoaiiq98qNBVikklUJWS+l6WaPgWQIbx0BkCUSOgcgxsHEEIstcuUzg4BmEHCVByrPtNzo3EStFS9Op6mjp0lUiVqy1VU170pFlGT/72c9w4cIFY1soFMJDDz004WMAUbMI9H4RrFJq7lFZN2LzPwbKTV74jCVQWZZFMBgEy7KIx+OGf7PZMWPPgtUEZR4scdrmNLQ5CgCoCt/lb0LIny1dBEGy+0MoOleMe1e927JdPPV09JVypUB1Op14/PHHceTIEeN2Xq8XDz74oNHgYmYGLsk49GauyrOR5YA1G2t3IVs0j1aNL53taBrF6WMSTh+rtohyuRls2uaAP1Q7ylsoFPDYY49hYGDA2DZ37lzcf//9EEVxYk9ONXgvfwti/nTpIhgk5v46ZPuiel9OTYHKMIyRtWqX6U86+msxU6TXaoIyD5Y4bXMa3RwF6Cv+L4FVSgJzvM7SStqx/hQoC1RJkqAoCpxOJ3K5HB555BEcOnTIuJ3dbscDDzyAzs7OFu7txJAkDYf35dHfWx1F9YdYrN9cO5Vp0XgscTr9DA/IOLI/j0yqOhq3eLmAVRvsI7xLdeLxOJ544omqxfXSpUtx1113TaoG0Rl9Fs74C8bldPBe5P03T/JVjKRSoKbTadjtdnAch0QigVwuN+XHny48Hg9cLpepplbZbDYEAgGrCcokWOJ0BiDLcsNPfJzUD3/fV0BoSdgoQifi834LlBk7ckAIQTgcBsuybVV/CpQPmACMGihKKfbt24dXXy2XOvA8j7vvvnvS405bxaWLRRzel4dcrPiqE2DhEgGr1tsgiO2Xqm0nLHE6feSyGo4dyFf5lgKA3clg07V2hDpHn4B34cIFPP3001VRvHXr1uGWW24Z08f2aoTsSXj7vw1yxd+g4FyHVNcvT2i4yUSoFKgA2k6Y6iLQTMMBCCHo6OgAy1plT2bBOiu1OZRS8Dzf8AJuRexGquPdxmWuOAjP4A8AOnZdEKXUiDr4/f62WoFW7ishxPjZunUr7rjjDuMEJcsyHn/8cezZs6ctamvnLhBwy91udM2tODFToOdsES88lcaFMxLoaEPhLSzaAFWhOHW0gBd/lhohTBcuFXDLXe5RhSmlFG+++SYee+yxKmG6bds23HrrrZMSpqw0AM/g9wxhqvAhpDsnNnVvoujHJZ3J7F+rYVkWPp8PqqqaqvTL6/VawtRkWJHTGUIz0vsA4Iw8DWfiJeNy3rMN6fBD4x5snU4nvF4vcrkcEolEQ/epGVT6mCqKApfLVVWDCgA9PT146qmnqqLBixYtwp133tk2dUpD/aV0ZzZdvcjw+Fis32JHYJQ6PIv6sSKnzYNSisHLCo7uzyOXrf5M+4Ms1m22wxcY/TMtyzKee+45nD592tjG8zzuuOMOLFu2bFL7wigp+Pu+bDRAUcIjNu+3oYpdk3qcMZ+josY0mUzC4XA0ZNTpdBEKhSAIgqmmClrpfHNiidMZRDPS+6AavP3/CTF30tg0UZ8+v98Pu91u+vrTWgb7tZqkACASieDJJ5+sGq/n8Xhw7733oqOjoyX7P1k0leLcaQmnj0pQlOqv/7xFPFZvsMNmb59ojNmxxGlzyKRVHHkrj+GB6gW5aCNYvcGOeYv4McVGKpXCE088gUgkYmzzeDy4//77Db/QiUI0Cb5LXwcvlRw+So2k70fRObbR/mTQu/Ira0wbMep0utCPsw1v4p0CVjrfvFjidIagr/qaUmCuFeG7/B/GiFMAyATvRs6/c8y7Vfqf6rPszcZYk590gSrLMqLRqGF1IkkSnn32WZw7d864LcuyuPXWW7FmTeNORs2mkNdw7GAel3qq06AcR7B8jYhFy8VRG0csJo4lThtLUdJw5oSEc6ekqiojQoDFy0v2ULww9ue2t7cXP/vZz6psl+bPn4+7774bdrt9cjtEVXj7v1O1gE+H3o6878bJPc4YcByHYDAIhmGQSCSquvLbQaDqTi5mqjMFyg28FubDEqczjGal94maL0UGimV7lVT4HSh4t415P93LDihFHRu9X1NhIiNJdR9URVEQjUaNcYB6o9Rrr71WVXe6bt067Nixo62mi0SHFRx5K181AhUoRaCWrRKxcKkI1hKpdWOJ08ZQLGo4d1LC+VPFERH/UAeHdZvtcHvHjoBRSnHw4EG88sorVd/ba665Btu3b598/SalcA0/Ckdqj7Ep592OTPj+yT3OGPA8j2AwCELICGGqY2aBqo9UNZsHtpXONzeWOJ2BNCW9D4BR0vBd+ho4ubTypSBIdb4PknvDmPcz48FpIsJUx+FwwOv1QtM0xGKxqprTWhGYzs5O3HvvvW01ZUTTKC6eLeLEkUJ1Vz8Am51g2WobFiwRahqWW4yNJU6nhixTnD8l4exJCYpc/dm0Oxis2WRD97yxU/gAUCwW8eKLL1ZNfGJZFrfddhtWr15d177Z46/AHX3KuFxwrr3Smd+YshhRFOH3+wGUbK7Gyj6ZUaCaNTjBMIzhKmNhTixxOsNoanofACPH4e/7Kli1VDNEwSLZ/QEUnSvHvJ/eIGWGMXWTEaY6oigaq+xYLFbV1ZtOp/HUU09hcHDQ2Gaz2XD33XdjwYIFDd//ZiJJGs4cl3DhjAStOpAKu4Ng+Rob5i8WwDCWSJ0oljitD0WmOH+6JEqvXjDxAsHSlSIWr5hY6cnAwAB+/vOfV9WKu1wu3HfffXV7FouZw/AOfNe4LIvzEJ/76wAj1PV4V2O32+Hz+WouikfDTALVzGVdVjrf/FjidIZCKW2azyhbHIS/7+tgtJK3HiU8EnN+ddzpJ2YoiK9HmOoIgoBAIABCyIgxgYqi4JVXXsHhw4er7nP99ddj69atbWX3ApTqUc8cL6DnbBFXTxV0OBksXyNi3iJLpE4ES5xODkWh6Dkj4cwJCUXpKlHKEyxZKWLxcnHculIA0DQN+/btw+uvv16VsZkzZw7uvffeugUKl++B//I3QGgpEqhyfsTm/VZdo0lrMVo50UQwi0DVpy21WiRfjZXObw8scTqDaVZ6HwC4Qi98l74BhpYiiBpjQ2Lub0ARu8e8XzAYhCiKLRm1NxVhqqM3JrAsW9OF4Pjx43jhhReqTiadnZ244447EAgEprT/rSCfK4nUi+dGilSni8Gy1SLmLhCsmtQxsMTpxJCLGi6eK+LsSalq7C4AcDzB4uUClqwUIQgTW+ilUik888wzuHz5srGNEIJrr70W1157bd0pXbYYgb/vq2C00ndfY+yIz/tNqEJj3Dr0YSBXN2JOhlYLVL2Z1GxWglY6v32wxOkMpdnpfQDgc2fh6/+WET3QWBfic//3mGNOdZ++6Z4g1QhhqsOyLAKBgDFC8Or3d3h4GE8++WRVdJhlWdx4443YtGlTW67Wc1kNp48V0Hu+iKuPGIJIsGCJgEXLRNgd7RUhng4scTo26ZSK86ck9F0o4uoAIcuVOvCXrhQnNcns1KlTeOGFF6rKb9xuN+666y7MmTOn7n1llBR8l75eUXfPIjH3I5DtjZkWp6ebJUkyJtTVS6sEqt1uh9/vR7FYrLLpMgO6vaGF+bHE6QyHUopoNFp1kG4kQuYYvAP/DYLS6l7lfIjP+01onHfU+3Ach1AoZDgL1BMZmAyNFKY6DMMgEAhAEATk83kkEomqE4kkSXj55Zdx/PjxqvvNmTMHt99+O3w+X0P2Y7rJZlScPiqht6cIXHXkIATonsdj8QoR/iDbliK8GVjidCSUUgwNKDh/ShrhUwoADAssWiZi2SoRom3iolSSJLz00ktVTU8AsGLFCtx6660QxbHHL48FUdLwX/o3cHL5/5jsfC8k96a6H1OHYRj4/X6Iooh8Pt+w6UnTLVB5nkcoFIKmadNybJ8Mup2Vlc5vDyxxOgvQu+SbdaCwpd6CZ+iHxmWF70B83m+Ass7R73Ol7keWZUQikaZ18DdDmOoQQuDz+WC321EsFhGLxUa8x+fOncMLL7xQNfua53ncdNNNWLduXdseJDNpFedO1o52AYAvwGLxchFz5vNgZnmHvyVOyygyRe+FIs6flkZMKQPKUfjFy8VJD4Lo7+/Hz3/+86qMBc/zuPXWW7Fq1aop7TdRM/Bf+ga4YrnpcSJezxOB4zgEAgFwHNeUevzpEqgsyyIUCoFhmGnNik0EPSDSbrX/sxlLnM4Smt0lb0/shjvyhHFZFucgMedXxxSoetF/s4yZmylMK9Hrq1RVrdlVm8/n8eKLL1aNSARKpt+33357W1lOXU2xqKH3XBEXzhRHjI8ESl6pi5aJWLBEmLVTpyxxWoq4XzhdxMXzxRF2UADg8bJYtFzAvIWTr1+WZRl79uzB/v37qxa5XV1duOuuu+D1jp7FmQhEzcF36Rvgi/3GtkzgduQCb5vS4wKlRbrP5xvTw7QRNFugVpZrXd0s2moqX7tF+2CJ01mAnsZodlrHEXsOrtjzxmWF70Bi7q+OmeLXi/8bmcoCpk+Y6kzkJHPq1Cm8+OKLVQduQRCwY8cOrF69um2jqEDJJ3Xwsozzp4qIDtfwMiRAuJPDvIUCuuby4Pj2fa2TZbaK06Kk4XKvjL4LRcSjtbvNu+byWLxcQLCDq+vzf/78ebz44otVdd+EEGzbtg3XXnvtlCNlRM3Dd/kbxlhSAMj6b0U2eOeUHhcoL85VVUU8Hm9a6ZVOswQqIQTBYBCCIBhjVc2Efi6waC8scTqLaHb9KSiFK/oUHIldxiaV8yEx5yNjNknpTQDZbLbKh7BepluY6kwkPZfNZvHCCy/g/PnzVdsXL16MW2+9FS6Xa7p2t2kk4wrOny7iUs/IDn+g1OTSNZfHvIUCQp3cjLejmk3iVFUoBvtLgnSoXxnRPAeUOu8XLBawaLkAp6u+rulMJoOXX34ZZ86cqdru8Xhw1113obt7bNeQiUC0AnyX/h281Gdsy/p2IBu8u1RgXe/jXlUOFI/HJ2UVNRWaIVB1y6hmNt/Wi96cZdWZth+WOJ1lKIrS3ClNlMIRf74qgqqyLiTn/OqYNlO6xdRUD3CtEqY6lY0NhUIB8Xh8xHtNKcWJEyfw0ksvVS0UeJ7H1q1bcc0117TV+NPRkAoaes4WcfFcEflc7Xpn0UYwZ4GAeQt5eP0zs4lqpotTSimiQwr6emT098k10/YA4PawWLhMwPxFQt2Rc03TcPjwYbz22mtV3x2GYbB582Zs27atId8doknwXv4mhEKPsS3n3Y5M6L4pCdNKp49ajZTTQSMFaqMDC41En05l1Zm2J5Y4nYU0OoVei6trUDXGhkT3h6DYF9a8fSNSQ60WprX2RVEUxGKxmmP70uk0nn/+eVy8eHHEfW+++WYsXrx4Rog1Siliwyr6eoro75UhjyJeXB4GcxcI6JzDweObOUJ1JopTqlHEoyoGLsu4dFFGYdTFB4O5C3jMW8RP+X86PDyMF154oWoSGwB0d3fjtttuQzAYrPuxq9CK8F3+FoRCObuR816PTOiBKQlTQRDg9/vBsmzLjekbIVCbVZLVKMLhsFVn2sZY4nSWoac3ahnINxpbah/cQz8xbKYo4ZHsej+KzhU1bz+VonozCVMdp9MJj8cDAEgmkzUFN6UUx44dw+7du0e83gULFmDHjh1tad4/Gqpaqk291CNjsF8GHcVAwmYn6Ojm0dHNIdzZ3jWqM0WcSpKG4X4FQ/0yhgaUESNFdViOoHsuh7mLBIQ7OJAplm2M1vAkiiK2b9+OtWvXNm4ho8nw9X8bQv6ssSnvuRbp8EMAqT8C53a74XK5QClFIpEwRcPQVASqPo66Wc2sU0U/H1jp/PbFEqezlGaON61EyByFd+B7ICjVVFGwSHW9F5Jrfc3bV9qRTLQ+1ozCVIfnefj9fnAch1wuh2QyWTONVygUsGfPHhw6dKjqeoZhsHHjRmzbtm1KHo1mRG+YudRTRCwyes0dYYBgmENHN4fObh5ON9NWJ5x2FaeUUiTjKoauCNLRmpqAUkAx3MVhrt7w1oCJYZRSnDp1Cq+++uqIUp+VK1fi5ptvbuh8dKJJ8Pb/F4R8uY41796CdMc76xamlWU+siwjFotNW33pRKhHoOp1nM22AawX3abQor2xxOkspun1p1fgc2fh7f9PY9QpBUE6/A4UvNfWvL3uSQcAkUikZkpcx8zCVKeyAUJRFMTj8VEXBdFoFC+//DJ6e3urttvtdmzfvr3tu/pHI5tRcemijKHLY4sgAHC4GHR2cwh2cAiEuEmZtLeCdhGnlFLkcxTxqILhgZIgvXqMaCWElBYNnXN5zF3AN/T/0Nvbi927d2NoaKhqu8fjwa233oqFC2uXB9ULUTPwXf4WeOmSsa3g2oRU58N1C1NRFOHz+cCyrClrMnUmI1BFUUQgEICqqohEIqYy2QesOtOZhCVOZznTVS/EFXrhu/xNMFrZYikTvAc5/46atxcEAcFgEJqmIRqN1hSo7SBMK5lImh8oiYSzZ89i165dIzr+Ozs7sXPnTnR1dTV9f1uFVNAwPKBgsF/G8BjpYx2Hi4E/yMIf5OAPsvD4WFM5AJhVnKpqKTIajyiIRVXEowqk/Njvtc3OoKOLQ8ccDqFOHnyDyy2Gh4exe/fuEXXYjW54qnpsOQ7f5X83RpICQMG18Yowrc9NQPc+1jTNNGn8sZiIQJ3IMbnVhEIhCILQ6t2waACWOJ3FTJf/qQ5bHITv0n+AVcuCK+vbiWzwrpqNBvoqvdbBsN2EqU5lmn+8bl1FUfDWW2/hzTffHHEiWL58ObZt29a4JhCTomkUiaiKwX4ZQ/0KUonxU6IsC/iuCFV/kIM/xEKcxFz2RmMGcUopRSFfiorGIypikdJ7OV7gixDAH+QQ7ubQ2d28RrVUKoXXX399xNhRAFi2bBluvPHGpoz8ZaV++C5/E6xaLhvIeW9AJnR/XRFTlmXh9/shCMK020RNlbEEqiAIRqo8Go2aavqTju4cYNWZzgwscWoBAIjFYtOyui9FKb4BTi4LypznOmTCD9Q8GdhsNvj9fmiahkgkAlVV21aY6lyd5k8kEmPW1qbTaezatWvEhClg9ohUnXxOw9CViGo8qqAwTqRPR7QRuDwsXG4Gbg8Ll4eBy8PCZidNP5FNpzilGkUupyGT0pBJqcikNKTTpd/jRaB1nFci0eFuHh1dHIQmCvtCoYA33ngDBw8eHJEinjNnDm666aamZQn4/Dl4+78DRisf9zKBO5Hz31JXV74+iINhmKaMIZ0OagnUdhCmeoOWJUxnDpY4tQAAQ/xNR6qGUdLwXf4PcMUBY1vBuRbpzodBmZFNP5UCVZIkOByOthWmlTgcDmO0YjabHfdk1tfXh5dffhmRSGTEdbNNpALVNZLxiIJETEMiVtv4fTQ4jsDpZuDylESr083Abmcg2glEGwOWnfqJrtHiVFEopIIGKU+Rz5dFaCatIZNWoU0iUMeygC9wJcocKv2ejhpeRVFw8OBBvPHGGyMWZoFAANu3b8eiRYuaJjSEzFF4B/8HhJaOdxQE6Y53oOCpXQc/FoQQeL1eOBwOqKqKRCIBSZIavcvTRqVAzWazsNvtAMwrTPUMmyVKZxaWOLUwUBRl2orciZqHr/9b4Avl2jJF6EKi+wPQ+JGdlrpAJYSY1r6kHjiOg8/ngyAI4zZLASVBdvr0aezdu7emOJ+NIrUSVaFIxFUjfR2PKmM29YwHLxCItpJQ1X/bKi6zLAHDwvjNMAQsCzAsAcuUkgEdHR0AYDQfahqgqaWSBVUFNPXK7yuXVV18Fkq/C4WyGJUKFIpS/+txOJmqcofprs8tFAo4dOgQDh48OGLEr9PpxPXXX4/Vq1c3taHFltwL9/AjICi9j5RwSHb9EorONZN/LJsNXq8XLMuiUCggkUiYrkmoHgghCIfD4Diu+ZMFp4DVADVzscSpRRXTKvy0IrwD34WYO1nexNiR7PolyI7lVTet9K2rTPHPFFwuF9xuN4CJRVHHE6nLli3DddddN2tFqo5ea5m5ktqujDIW8tMjIliOgGEIVFWbVFRzKjicpWiw083C7WHgcpdKGVrlbJBOp3HgwAEcOXJkxOJLEARs3boVGzdubK5pOqVwxF+AK/acsUljbEh2fxCyffGkHqoyWqppGpLJ5Aix3c7oqXxCyLT2JUyGSgFtMfOwxKmFgV6vM622J1SDM/oMnImXyptAkAneg7zvJuDKSUCvMc3lciNqUGcKlVFUWZaRSCTGTaNNRKRu27bNsOayKCMXq0VrOq0ilylFKYuS+Q+LeiTX6WKMGlr3FUHaCJ/RRhCLxbBv3z6cPHlyRESR4zisX78eW7duNVLHTYNqcEUehyP5urFJZT1IzPkwVHFyNa2VFlEzKVqqU1ljGovF4PV6GzLqtNEEAgHYbLZW74ZFk7DEqUUVukCtd4RovYjpg/AM/RiElsVYwb0JZNmH4HT7q2pMK2tQzWppMhUmG0UFSv+3M2fOYM+ePTVF6ty5c7FhwwYsWbIELFufPc5sQlMpJOlKWj1fI82e11As0lJ6XqVQtZI102gTr8aCYa6UAVSUBQhXygYqSwhEe7mkQBCJqeyyrqa/vx9vvvkmzp8/P+I6m82GDRs2YOPGjc0XpSiVEHkG/wdi7pSxTeHDSMz5MDTeP/HHmeHRUqB2V34jRp02Gn10qtUANXOxxKlFTVpRZ8RJl+Ht/w5YJVHe6FoIZelvInbVpNWZLlCvjqImk8kJ/S/GE6lOpxPr1q3DunXr4HQ6m7HrsxqqlYSqppZqS1WVwuv1Q1OBZCoO9ooQZViAZUq/Z8rJlVKKCxcuYN++fbh8+fKI610uFzZv3oy1a9dO28xzVhqEd+A/q9xBZHEeEnM+BMpO/PM/U2tLKxFFEX5/Saxf3fxkJoGqT6iymNlY4tRiVPQpINOZOidqBt6B70HInzO2aawTya5fGVEXpndpUkoRi8VMWbA/VfQoKiEEuVwOqVRqQidFXaS++eabNbvEGYbB0qVLsXHjRnR3d88YgWRGzOBz2kzS6TSOHz+OY8eO1YzyB4NBbN68GStWrJjWqL2YOQL34A+NyXTA2K4gteA4Dl6vF6IozthoKVASfD6fzwhK1ConMoNA5XkeoVDIOl7NAixxajEmrZif7PW4YBt4DPTys8Y2CgaZ8P3Ie66v8iCsLNyPx+Omn8RSDyzLwuv1wmazQdM0pNNpZLPZ8e+IkkgdGBjAoUOHcPr06ZrCNhQKYcOGDVi5cuW0RbRmEzNRnKqqigsXLuDo0aPo6empeXyYM2cOtmzZ0lRLqJpQDc7Yc3DGf1HeBIJs4PYrHqbjN4URQuByueByuYw6/HQ6PeOipUDZI1RV1XGzUK0UqAzDIBwOW2VJswRLnFqMy3R6ilY1P114tmT5QssHy7znWqTDDwCk3KHJcRyCwSAYhhlzLGi7I4oivF4vOI6bVKpfJ5fL4ejRozh8+PCo4wnXrFmDtWvXzvou/0Yyk8RpIpHA0aNHcfz48ZrfM0IIFi9ejC1btqC7u3va969UX/r9qxxARKQ634uic/WEHqMyhV8sFpFMJk3p79kI9DGrsiwjGo1OSHy3QqBWPqfF7MASpxZjohec53I5JBKJpj5XrclPXKEX3v7/qhp5KtsWINn1K9A4j7GNZVkEg0FwHNfymqhmU2+qX0fTNJw7dw6HDh1CX19fzdsEg0GsWLECy5cvb8rYyNlEu4tTRVFw9uxZHD16dNTPi8fjwdq1a7F69Wq4XK5p3sMSbHEQ3v7vgJPLVngKH0ay+wNQhfC49786hZ9KpWbsQhcoj/ssFouIRqOTyo5Nt0ANBoMQxYmVYljMDCxxajEuukBNp9NIp9Pj36EOxhpJyigpeAf+u8qwX2XdSHe+G0XHivLtGAaBQACCIEyvHVYLmEqqv5JYLIZDhw7h+PHjo0aHOjo6DKGquwhYTJx2FKeKoqC3txdnz57F2bNna0480uuW165di/nz57e0DlDIHIVn8AdV9aWScw1SnQ+DMmPbDc2mFD5Qer1+vx82mw2FQgHxeLyusq3pEqh+vx92u93qzJ9lWOLUYlIkk8m6RNBYjCVMDagC9/BjsKfeqNqc896ATPBugBEAlA6YgUAAoigin88jHo83dF/NRmWqX1EUpNPpuho2isUiTpw4gWPHjmFoaGjU282ZMwcrVqzAsmXL4HA4prLrs4Z2EaeyLKOnpwdnzpzB+fPnR12sBAIBrF27FqtWrZoWK6gxoRqcsefhjL9QtTkTuB05/63j1pc6nU64XK5ZkcIHSsfHYDAIQRAakg1rtkCtHL5iCdPZhSVOLSZNPB5vWMfqhISpDqWwp/bANfwECMoOAgofRqrzPVBs84xt+mpbkiTEYrFpbehqBU6nE263GwzDQJZlpFKpuud7JxIJnD59GidPnhz1f0IIwbx587BixQosXrzYEqpjYGZxKkkSzp8/jzNnzqCnp2dUZw6O47BixQqsXbsWXV1dphAKjJKEZ/BHEPJnjG0aEZHqes+4o0jtdjvcbveUF3XtBMuyCAQC4Hm+oVmwZglUl8sFj8djCdNZiiVOLSaNbt1Ur/jRmZQwrYCVBuAZ/D744kB5n8AgG3gbcv6dACl1c+pGzZMp9m9n9PSk0+kEwzCQJAmpVGpKkaBoNIpTp07h1KlTY5ZJhMNhLFiwAAsWLEB3d7c1UrACs4nTbDZrCNK+vr5Rvxccx2HhwoVYtmwZFi1aZKqaPzFzGO6hn4LRyoKyVF/6fqhCx+j3E0V4PB7wPD+lcph2Q28aZVm2KdmvRgtUh8Nh1brPcixxalEXuvl9vcKnXmFqQBU4o8/CkXgFBOWPsCzOR6rzPVCF0rhOffWtqipisdiMTtnpMAwDt9sNh8MBQgjy+TzS6fSUBhVQSjE0NIRTp07h9OnTY558OI7D3LlzDbGqW33NVlotTnO5HC5duoS+vj709fWNWeoiCAIWL16MZcuWYcGCBabrjiZaAa7hx2FPv1W1veBci3THu0HZ2vWlgiDA4/FAEARomoZsNotMJjPjMypAyX3A5/MZk/+aFSFulEDVB6zM5mOGhSVOLaZAvSb9UxamFfD5c/AM/rBqqhQlPNKh+1HwXAsQMm0HZ7PBsiw8Ho/RTKCL1KkOVaCUor+/H6dOncLZs2fHjcI4nU5DqM6fP3/WlQBMtzjN5/NVYnS875jdbseSJUuwdOlSzJ8/37Q+knz+AjyDPwCrlMW1RgRkwm9Hwb2lyv/YuA/Pw+12w2azgVKKXC43o5udrqZycR6Px5s+qGSqAlUQBASDQUuYWlji1GJqKIqCSCQy4YN9I4WpDlELcEVGRlMkxyqkOt4JyrnB8zwCgQBYlkUmk5nQvPqZAs/z8Hg8EEURlFIUCoUpR1J19BKPixcv4uLFi7h06dK4j+v3+9HZ2YmOjg50dnbOeP/CZovTbDaLwcFBQ4xGIpFx7+N2uw1BOmfOHDDM+Mb0LYOqcMaehyP+4sgsSdd7ofIjPXkFQYDL5YLNVoqk5vN5pFKpaZ1210oIIfD5fLDb7ZBlGbFYbNpee70CleM4hEIhc38WLaYNS5xaTJmJTpFqhjCtRMwcuVKHVvYm1BgnUh3vQNG1tspqaioWKu3K1SfsQqGATCbT0GiKoijo7+83xOpEBJnusKAL1o6ODoRCoRlTt9oocappGhKJBCKRCIaHhzE8PIxIJDIhL06n04l58+YZPx6Ppy2iU2xxGJ7BH4CXyv6qpfryW69041dHeW02G1wuFwRBMLIFmUymIQuxdoFlWfj9fgiCgHw+j0QiMe3HuckKVJZlEQqFTBu1t5h+LHFq0RDGM3JutjDVYZQU3EM/hpg7VbU9796KTPh+UEY0zKcVRUE0Gp010RQdjuOMVCchBJIkIZPJTLnBrRa5XA59fX24ePEienp6JtyIwTAMgsEgOjo6EA6H4fV64fV64Xa72+4EVo841b9PugAdHh4ed7RkJQ6Ho0qMer3ethCjBpTClnoD7sgTILRcJ67wAaQ63wvFtqDq5na7HS6XCzzPG+n7TCYz677bgiDA7/eDZdmWDyOZqEBlGGZGLUYtGoMlTi2mjG71MZpt03QJ04odKllORZ6qOrGpnA/p8NtRdKyGs8KmJB6PN0WYmR2WZeFyuYzGKVmWkclkmlaTSylFIpHA4OAghoaGjJ/JRLUIIXC73YZYvfpHEISm7PtUqCVOdbuvdDpd8/dkJxM5nU50d3cbYrSdG0oYJQX38CMQs8ertuc9W5EJlRaYOg6HAy6XCxzHQdM0Q5TOlprSSux2O3w+n/E9KxQKrd6lcQWqJUwtRsMSpxYNYTSBOu3CtIJaKUEAkBwrkQndD8491ziJp1KpWWEpUwuGYQyRyjAMFEVBLpdDNpttejpQ0zTE43EMDQ0ZonV4eLjuiJfdbjeawGw2m/EjimLVZf1HEIQpizhVVVEsFiFJEorF4oi/OY5DPp/H4OCgIT7rFQ76dJ9wOIxQKGT8nhFNZlSFPfk6nNFnwdDyYlFjHEh1vBNF11oApUWVw+GAw+EAy7JQVRXZbHZaPq9mRbfNUxQFsVjMVGUMowlUPTsyk+vNLerHEqcWDeNqgerxeFomTMs7pcIZ+wUc8V+AoBxNoWCR8+9AIfQ2BEJd4HkeuVwOyWRy1p7gCCFwOp1wOp1gWdao2ctms9NqwaXbfumR1Xg8jmQy2ZTRuYQQiKIIlmUNkUoIGfF35WWgJKp18dksIcDzPEKhkCFCw+EwgsHgjIwycYVeuIcfAS9drtouOZYj3fFuaFzJBsrpdBrlKIqiIJvNIpfLzdrvLMMw8Pv9EEURkiQhHo+bMmp8tUDN5XKWMLUYE0ucWjQUXaCqqgqWZVsrTCtgpUG4I49ByJ+r2q5yPmRC98E5/2bY7HZTRh5aQWVjCVCqgcxmsygUCi0TAvokn2QyafwkEgkkk8m27MTWI9Yejwcejwdut9v4rf/drqn5iULUPJzRn8Oe2lvVia8xdmSCd0PyXguHsxTV14VMoVBANpudlaU4lYhiqX6eZVlks9kxh2SYgUqBqp8fLCxGwxKnFg2nUqAODg62enfKUAoxcxiuyJNg1WorqaJ9GZQF74W7YzkAIJlMTrrubybC8zwcDgfsdjsYhjHq+nK5nKkEPKXUsAhLp9MoFArGjyRJNS83A0EQIAgCRFE0/vZ4PLDZbOA4rkqE6mUUsxJKIWYOwB15CoxaXYeYd2+G1PV2OLxdsNvtIIQYn7tsNtt2i5Bm4Ha74XK5TFVfOhFYlkVHR8eMX3RZTB1LnFo0hfGapFoJ0SQ4Yr+AI7ELBOUTHQUDKbADtuXvBie6W2bDYkYIIbDb7XA6nUYEq1gsIp/PI5/PmzKVOBaUUkOkSpIEVVWN/zOldMTfV19mGGaECB2tfrXVE6LMBlscgnv40RFZDEXohLLgfbB1bDBKFyRJQi6XmzWDM8ajMo1fLBYRj8fbRqxbNaYWk8ESpxZNw8wCFSg1TLmGH4eYP121XWU9oAsfhjj3ZmOyymwYezpRBEGAw+GAzWYDwzCG0Mvn8y1N+5sVS5xeQSvCGf8FHPFXqheFhAed93bwC+8DYTioqop8Pm+66HyrEUURfr8fDMO03SARS5haTBZLnFo0FbMLVFAKIXsM7sgTVSNQAUBxLoOw8kMgznmzupt/LGw2m9EZr6dfC4UC8vn8rK8J1Jn14tT4jj1ZNXoUABDYBHbZ+0GFoPW5GQO9G193t2in98iyi7KoB0ucWjQdXaCOZ9TfUrQinPGX4Ei8DELL0RoKBqRzB9iFD0CCc9ZNlZooetrfbrdDFEs+lKqqVtV5zlZmszjlc+fgij4NXuqtvkIMgFn6fhRda62I+xhUTntqtzQ+UNr/meowYdFcLHFqMS3oAlWWZUSjUdPWKLJyFK7hJyDmTlRtp4QD07UTdO49SORIQ0d+zjRYljWEqp7G0zStqjFpNh12ZqM45QqX4Ir9HEKuumQGhAXtuh254O3IFzXTHgfMgN1uh9frBcMwSKfTTbFSayYcxyEYDFpd+RZ1YYlTi2mnHcaGCtnjcA8/AVa5ygaLcCDdt6AQvA2pAjOrRFY9cBxnGN7zPA9CCCilKBaLhlA18+egEcwmcSpqcThjz4JL7B9xneJei0zwLhS5cAv2rH1gGAZerxd2ux2qqiKRSLRd5kEQBAQCgdnrRmExZSxxatESdKN1UzcaUQX21JtwxF8Eq1zlIUh4oGsnkq7tkKitNfvXZjAMY0xqEkXROHEpimKk/ovF4owT/DNZnBquBSQHcejnwOAuANXR0KJtEbLBuyDbF7VkH9uJymhpPp9HMplsu+iyKIoIBAKWXZTFlLDEqUXLaJvifqrAnnyjJFKv8kcFw0MJ3YyE8wZorKs1+9emVI4U1VN/lFLIslw1ArTdD1EzSZxebaHFQYLW+zjopecBWr3QlIVuZIN3oehYAVhCZUyujpYmk8m28S6txOFwwOv1WsLUYspY4tSipegm0m3hY6jJsKd0kXpV/RcjoOC7AWnPTaCcJVInC8dxVaJnJonVdhanV4tRvYaYKnmovU+DXn4aRK0WUQofQDZwJyTXeoBYad3xsNls8Hq9YFm2baOlAIxpZxYWjcASpxamIJlMto9VkybDntoLR/ylESKVMgLy3uuR9d0MakVS62Y0sQqUygBkWTZEqyzLphas7SJOGYYBz/PGT633vZgZBL38HPjYq2C0alGqsh5kA7eh4NkKEKsJZjxmSrQUKFtdWVg0CkucWpiGtutI1Yqwp/bCGX9pxAhGSgTkPVuR914PVbAaQKaKLlb16B3HcVWpw0rBqv+YJfpkRnGqC1H9/eR5vkqIUkpLYrRYRLFYhJo6D1v0JYiZQyBX1ZRqjB05/07kvDcAjDDdL6UtmSnRUgDw+/2w2+2t3g2LGYYlTtsESZJw8OBB7Nu3D2fPnsXw8DA0TUNXVxeuu+463H///bDZyo05mqbh5MmT2LdvH44dO4ahoSHkcjkEg0GsX78eDz30EDo6OkY8z9GjR/HpT3961P1Yvnw5PvvZz9a87uTJk3jjjTdAKcVtt92GuXPnTvp15nI5JBKJSd+vpWhF2JOvw5l4GYw6MvpbtC9Dzns9is5VVkSpQRBCqqJ8tQSrpmlQFGXET+Wo0umgVeKUEAKO44wflmWNvyu7qCuFaKW4B9Ug5E7BkXhlxKhRANAYEXnvDcj5doCyljiZCCzLwuPxzIhoKSEEgUAAoigaVoET4YknnsCJEydw8eJFJJNJyLIMn8+HNWvW4MEHH8T8+fOrbh+JRLBv3z6cPn0aZ8+exeXLl0EpxWc+8xmsWLGi5nO0+jxmMXUsZ9w2YdeuXfja174GAJg/fz42btyIfD6PU6dO4Qc/+AF2796NT33qU/B6vQCAoaEh/OVf/iUAIBAIYMWKFWAYBmfOnMFzzz2H3bt340//9E+xatWqms/X2dlZ87rOzs6at3/++efx9a9/3TjpP/300/ijP/ojbNy4ccKvkVIKh8MBhmHay+yeEZD370Deez0cydfgSLxSJVKF/BkI+TNQOR/ynuuQ9261Uv5TRLejqvSbvVqw6mJMEEZG83SRqv9WVRWaphm/2yGKxTAMWJYd8btSjF6NqqqQZXlEpLkKTYYtvR+OxC5w8khBrXI+5HzbUfBsBWUsp4qJ4nK54Ha7QQhBLpdDKpVqi89ZLRiGQSAQgCAIkxKmAPDTn/4UhUIBCxcuxIIFCwAAvb29ePnll/Hqq6/iD//wD3HNNdcYt9+zZw++/e1v17WfrTiPWTQGS5y2CRzH4c4778R9992H7u5uY3s8Hsff/d3f4fz58/jWt76Fj3/848Z1GzduxDve8Q6sWbPG2CbLMv7t3/4NL774Ir7whS/gC1/4Qs3pHatWrcJHP/rRCe2bJEn49re/jR07duADH/gAisUivva1r+Hf//3f8YUvfGHCr1H3wLTZbAiFQojFYu3lgckIyPl3Iu+9HmL6AJypPWClfuNqVknAFfs5nLHnILnXI+e9AYo43+pkbhC1BCswegSR53ljmlWtx6oUq/pvSqlxnf53rcsTWVgRQqp+GIap+bd+mWVZQ4Tq19dCjxhLkjSpiDFRM7AnX4cj+XrNDIAszkPOdzMk11orAzAJRFGE1+sFx3GQZRnJZLKth3jwPI9AIACWZSctTAHgD//wD7FkyZIRi8ZnnnkG3/jGN/DVr34VX/nKV4zofmdnJ+677z4sXboUy5Ytw1e/+lUcO3ZsQs/VivOYRWOwxGmbsHPnTuzcuXPEdr/fj4985CP48z//c+zduxeKooDjOHR1deGTn/zkiNvzPI9f+7Vfw969exGJRHDq1Kkq8VoPly5dQqFQwIc//GE4HA4AwK/8yq/gj/7oj5DJZCZVKK8LVJ7nEQqFEI/H2+5AThkRBe91KHi2QZAuwJ15E2zyIEBLQptAhS19ALb0AcjiXOS916Pg2ggwfIv3fGaid/zX8tTVhV6l8Kv8zbKsMTxgqsyZM2dK96eUGlHeYrE4Qjjr100q40ApOKkX9tSbsKX3V43uBQAKgqJzNXK+myDbFlkLqUnAsiy8Xi9sNhs0TWuvps9RsNls8Pl8hnCs53sxWrbuzjvvxBNPPIGBgQFcvnwZ8+bNAwBs3boVW7durX+nJ0gjz2MWU8cSpzOAhQsXAihFRdPpNPx+/5i3FwQB3d3dOHv2LGKx2Ji3nQh6KcHx48exZcsWAMCJEycgCILxJZ8M+gFPn8ucTCaRy+WmvJ/TDiEo2hYjalsMPngvvIWDYIZfAYoJ4ya8dAn80I/hijxlNFBpfKB1+zzL0FP4iqKMeTs9Ulkrolnr70r0WnBJkkYIx/GisPrf+u9GwShJ2NL7YUu9VTN1TwmPvHsz8r6boAqhhj3vbGEmpfB13G433G53U59DF721snnNptHnMYupYYnTGcDg4CCAkpibyOpO0zREIhEAgM/nq3mbgYEBfPe730U6nYbb7caqVauwadOmmuPogsEgNm/ejM997nPYuHEjZFnGkSNHcP/99095fB0hBD6fDxzHIZVKjX8HkyITJyL2G2FbvhMe5Qww8AsgedK4ntHycCZegSOxC0X7MkjuDZCca61GE5OgC4t6ykz0hqh4PN7QfZo0WhFi9hhsqbcg5M+AYKTYVVkX8t4bkfduA2WdLdjJ9mampfCB8jG42R35L730Ei5fvozu7u6azbr1YJbzmMXkscTpDOCpp54CAGzatMkwyR6L3bt3I5lMwuPxYOXKlTVvc/LkSZw8ebJq24IFC/D7v//7VTWvOh/72Mfw7W9/G/v27QPP83jooYfw8MMP1/FqauNyucDzPGKxWPs0StWgIMmQyCK4l/4OHIiB9r8AbfBVEK00JYuAQsyfhpg/DYpHUHQsg+TaAMm5BpS1mk8sJgml4As9sKXfgpg+BIbWnsZWtC1GwbMFBfdGgFinhcnCcRw8Hs+MSuEDpYBHIBAAz/N11ZeOxWOPPYbe3l5IkoRLly6ht7cXfr8fH//4xxsmBs12HrOYONZRqM1566238Itf/AIsy+K9733vuLePRCL41re+BQB4z3veM0LMOhwOPPDAA7juuuuML++FCxfwve99D6dPn8ZnPvMZ/OM//uOINIfT6cRv//ZvN+ZF1YBSClEUEQ6HEYvFxk3DmhlKKVKpFHKcDd4FvwRh8XugDeyCeuk5MNKgcTsCFWLuJMTcSVCwKDpXouBaj6JzNShTu5HHwgIAGDkOW/ot2NJvgZNrl+6oXAB5z2YU3NdYpSR1wrIs3G437Hb7jErhA6XyL7/fb7g+NHok6cGDB3H48GHjcjAYxMc+9jEsWbJkyo9t1vOYxcSxfE7bmL6+PvzFX/wFstksPvShD+Hee+8d8/aFQgGf+tSncO7cOVx77bX4wz/8wwk/l6Zp+PSnP43jx4/jfe97H975zndOdffrRtM0xONxSFLtKFC7IYoi3G43eJ6HljiBYv9usPH9I4z9dSjhIDlWQXKth+RcZRmfm5zp8jll5SiE7AmImaMQCudr3kYjIiTXehQ8m60GpynAMAxcLhecTicIIZAkCalUqmbTXTvicDjg9XobLkhrkc1mcfHiRfzoRz/C4cOHxz2/fOpTn8KxY8fG9DkdDTOdxyzGxoqctinRaBR/8zd/g2w2i/vvv39cYaooCv7pn/4J586dw6pVq6ospyYCwzB48MEHcfz4cRw8eLClX2rdYy+dTiOTqS3g2glJkiBJEmw2Gzye5bD7V0NRZOQH9gORNyBmjoDRyg1hhCqwZY/Alj0CSnhIztUloepYaXX8zyaoCr5wsSRIs8drNjYBpY572b4Uec9mSM611mJmChBC4HQ64XK5wDAMisUiUqlU29eVVuL1euF0Tl+9sdPpxOrVq/Gnf/qn+PM//3N8//vfx4YNG7Bs2bKGP5eZzmMWY2OJ0zYklUrhM5/5DCKRCG655RZ84AMfGPP2mqbhi1/8Ig4ePIiFCxfij//4j2sak49HV1cXAJhighMhBB6PBzzPI5FItHUdqk6hUEChUIDD4Sh1xs7bBqVrM1LJOLT4UYjpwxCzR8FoeeM+hMqwZQ7BljkEjQiQ7UtRdCxF0b4MqtBhRcZmGETNQ8idgpg9DiF3quqzcDUKH0LBraftfdO3kzMU/XvJsiwURUEikWjb6U61YBgGfr9/0hOfGgXHcbjxxhtx7tw57Nu3ryniFDDXecxidCxx2mbk83n87d/+LS5duoRt27bhN3/zN8c9iHzjG9/Aa6+9hu7ubvz5n/953ativcC/ckxqK6GUwm63g+d5xOPxGZNSy+VyyOfzRoQmEAyj6L4R6fR6pAtZCLkzEDOHIGaPgdHKpQ0MLULMHYeYOw4AUFk3ZPsSFB3LULQvhcaPbTFmYU7Y4nApOpo7AT5/YcRs+0oUofNKyccaa8BDg7Db7XC73eA4DqqqIpFItKe13RiIogifz1e3sX6j0K2qmunMYrbzmEVtLHHaRsiyjH/4h3/A2bNnsXHjRnziE58Yt6vxu9/9Lp577jmEQiH8xV/8heHlVg979uwBACxevLjux2gk+gGU4ziEQqH29UOtAaUUmUwGuVzOqG0LBoMoFt1Ip51IO1chrckQ8qdhSx+CkD0OhlanFlk1DTZzELbMQQCAwgcg25ddEatLLKsgM0IpGCUOvtBTStnnToOTo6PfHCyK9iUoOldBcq6yGpsaiN1uN1xCNE1DKpVCNpudEVmaSq72L22VMAVgTH4abbxoIzDbecyiNpY4bRM0TcPnP/95HD16FKtXr8Yf/MEfjGtU/MQTT+CRRx6Bz+fDX/zFXyAUGt9M+9lnn8X1119fdbCilOK5557Dk08+CUII7rzzzim/nkaje/GJojhj0vwAqk6KLpcLDocDwWAQsiwjk8kgz6xB0bkG0GQI+fPg82ch5M+Ak/pH+FhycgycvBf21F4AgCx0Q74SVZXtiywHgFZAFXCFS+ALFw1ByqrpMe+isS5IjpUoOleh6Fhu/d8ajMPhgMvlAsdx0DTNqG2fKccUHZZl4ff76yrxqpfjx48jHo/juuuuM1wAgFJPxLPPPouXX34ZgiDgxhtvnNLztOt5zKKM1a3fJjz11FOGBdS2bdtGNUT+wAc+AI/HgwsXLuCP//iPQSnFihUranq6AcDb3va2qnFyH/3oRxGLxTBv3jyjy/jixYsYGhoCIQQf+tCHcM899zT2xTUIPR2lKMqMSvNXoncJOxwOMAwDRVGMCGslRM1CyJ8Dn7siVseIvgEABQNVCEMRuiGL3VDEOVDEbiu62gAqu/WJkq4SonyhDwTjG/vLQrcRHVXEeQCxTMEbid7o5HQ6wbIsVFVFNpudkZFSoHoM6XSm8V988UV8+ctfhtvtxpIlS+B2u5FOp3Hx4kXE43HwPI+PfvSjVeI0Ho/jc5/7nHG5r68P+Xwe8+fPN1Lz11xzDd797ncbt2nn85hFCSty2iZUdqXv3bt31Ns9/PDD8Hg8VQfVU6dO4dSpUzVvv3bt2ipxev/99+PgwYPo6+vD4cOHoaoq/H4/br75/7d3ryFy3fUfxz/nOnPmtpsmLW23bYriH1JbolFMUKJVH5S2eaDgBdEg4gUVRUHxYVUQFZFKFR9UfOjjPhLxiYoUvLQ2/CVVm+a/EWKSNjaaZOdy5tz/D3bP6czu7DW7O2dm3i8Y5syZmZMzm92Zz3x/t5N69NFH96yT+m5Y3cyfVxynSV5JbbfbRZ/U+fl5NZvNoQ/TzKovj+BvPCRJMqMbcv1Fub3/k+MvrqnOGUplh1dlh1dV7fxvsT+x5xS7y0E1WgmsqX2AvoybyVJZ8XVZ4WtSdEbqXtJtN8+tO+foarFzSFH1sKLqfQpr/8OApj1immYRSvMve3n3oGkMpZLUarWGVhLcz2b8Bx54QB/84Af197//XRcvXtTS0pJs29Ydd9yh48eP67HHHisGLOWiKNL58+fXHOtf//pXsX333XcP3TfJn2NYRuUUU63f7+vGjRtTMSn2KIZhFM2QlmUpTdMipK77mrNMVvRvub1Fuf6iHP+CzHTro45Ts6rYfb26Grt3KnHmlZm12QutaSg7uiYr/Lfs8DVZ0Wsr19dkZFtbKCIzbEWVe5bDqHdYUfVeZdbmyxBj5/Klnmu1mgzDeL2bjL/+7AeTbhzN+MBOEU4xtfLmqiRJdP369amai3CU1X3lfN9Xt9vdfDWtLF0OVcErsoNX5ARXZAdXhuZW3YrMcJTY80rseaXOyvXK7cSZV2q3Jm9pzCyRmXRlJh2ZcUdmfH0ghP5bVnxj24dMrOZAED2suHLX5P1cJpTruqrX66pWqzIMQ2EYqtPpTNWUUKOMqxkf2CnCKWZCPvq93d54sMk0qFarajQaRYUkCAJ1u93tfQBnmcxkSXZwZSW0XpETvCIr3lqz9MhDylBqNZXac0qceSX2AaVWQ5lZUWa6y9eGu+r28vau9LHMMkmpjCyWkfRkJu2V0LkSPpP2cBBNOtsO6Ksl9rzM+oLk3aWl7KCi6mGl9vzsVZjHrFarqV6vF8s1B0GgTqczNavMrSefD3o/J9UHdgPhFDMlDEPduHFj82riFHAcR/V6vVj3Ox/k0ev1dtzNwUj6ssNXhkKrHV2Tke3t4LPMcIrwmq6EV8mQkSWSUilLVrYTGVl+O5UUv357g/lBb+3cbCXOIcXu7Uqc25ev3TsUO4ck09235UsxzLIs1ev1YvDgtloTpoDrupqfn5dt21RLMXEIp5gZ+Rt0lmVTs/TpVpimWVSO8km2+/2+ut3u7nR1yDIZqS8rviEzurF8HS9fW9HK9ibTI5VdarhK7YZSq7U8q4Fz+8rsBnesVELXr+wSTvdXtVpVrVYrRnLHcVx8KZuFjzuqpZgGhFPMrFmqoubW++D2fX9vB41lsaz45prwaiY9GWkgIw1lZOHK9srtLUyxdCtS01vpZtBQatWVWo3l21Z9Zd/rt29lPXrC6d6zLEu1Wk21Wm1vvoBNiMFqKTDJCKeYSbNaRc3lTZ6e5xUf5kEQyPd99fv9clSYsvj1oJqGMrJ8O1hZtjVTZliSYSmTJRnm8m1ZK/vNVffZy9eylFmeZFibncGuIJzuDcMw5HmePM9TpbK8EEEcx+r1erfUdWUSUS3FtCGcAprNKmour6ZWKhUZhqE0TdXv9+X7/tQPGNkPhNPdVa1W5XleMeJ+1n9fqZZiGhFOMfNmvYqaM02zCKr5SP8kSeT7vnzfn8oVt/YD4fTWua5bdEfJp0MqXaV/n1EtxTQjnAKrzHIVNWdZljzPU61WKyoyeZOp7/tKkr3tDzpNCKc7Y9u2arVa0fVEWv7bzL8szVKz/WpUSzHtCKfAgMEqaqfTUafTmcmqzCDHcYq+fXlIiKJI/X5fQRDM1ICTnSCcbl2lUlGlUlG1Wh36UpQH0ln+wigtt260Wi3VarVxnwqwpwinwAaSJNHNmzenfgWZrcqDQ7VaLYJqkiQKgqAIq7ylDCOcrs8wjOL3qVKpyDSXp+SK47joR0p3kmW1Wk2tVqv4GQHTjHAKbEEQBLp58+bMV24GOY5TBIt85Z28L2C/31e/35/pptcc4XSYZVnF743rukVLRV6N7/f7/J0NcF1Xc3Nzxd8YMAsIp8AmaOrfnGVZRVU1H/UvLfcRzJv+wzCcyZ/brIdTwzBUqVTkuu5Qc32apkMVd77IDFvdhM8qT5glhFNgm2jq31geRvLqWN4MmVfHZi2szlo4HQyjlUpFtm0XoSpJkqI6OovTPm1VvV5Xs9mkCR8zi3AK7BBN/Vtj2/ZQWJm1sDrt4XSzMJr//wZBwCwPm6AJH1hGOAV2YLCpv9vtqt1uT2Ww2gubhdUwDBVFkaIomorgP23h1HGc4uK67powOtiVYxr+//YDTfjAMMIpsAuSJFG73Vav1xv3qUyc9cKqtNwvMY7jodA6aYFnksPpYBDNL4OhiTB6awzDUKPRUL1epwkfGEA4BXZRHMdqt9vyfX/cpzKxLMsaqsw5jjP0wZ1XWAerq3Ecl3ZAzSSEU9M0Zdu2bNseWRGVloNo/jPPvyiU9Wc+Cer1uhqNRjElG4DXEU6BPRBFkZaWlhj0sUsGA2t+Wf2hnldZ80uSJMX2ON/myhJODcMoAujgxbKsNVW7PIgOdrEgiO4Oz/PUbDZZ3QnYAH8dwC7LskyO4+jgwYMKgkBLS0tMJH6LkiQpRnrnLMsaGbZc1x35/MEKa5Ika64nnWVZRdAcvM4D6Oown2VZ0Sw/GOYJonujUqmo1Wox2AnYAiqnwB4ZHNTg+77a7TZ98vaBYRjrBteN+vWNCqxpmirLsuJ69XZ+2ch2KqeGYRQX0zRH3h4VQDd7XaOqyfwu7g/HcdRqtVSpVCQx2AnYCsIpsMcGR/b3ej21220qU2OyXrhbvW87g1NWB9XVb6mDa8SPOp/B8Lkd61WAR4Vr7D/bttVsNuV5niRCKbAdhFNgn+XTT3U6HUJqSeVh0bKsdauZ61U2Vx8nb07Puw6sfstdXYndqEqbpmlx4a27nGzbVqPRkOd5xZdSQimwPYRTYEzySmqn05mKPo8YrSwDorC3HMdRo9FQtVoljAK3iAFRwJgYhqF6va5araZ+v0+fVGACua6rZrNZ9CkFcOsIp8CYGYYhz/PkeZ76/b46nY7CMBz3aQHYQLVaVaPRKGaHoPke2D2EU6AksixTtVpVtVpVGIZqt9vMkwqUjOd5ajQaxZRQeSglmAK7h3AKlET+4ZZlmVzX1cGDBxVFkTqdDitOAWNWq9XUaDSK2RcIpcDeIZwCJTMYUh3H0YEDB9RsNtXtdtXr9RilDewT0zSLfuGrFzEglAJ7h3AKlNTgh59t25qbm1Oz2ZTv++p2uwyeAvaI67qq1+uMvAfGhHAKTJC8klOv1xUEgbrd7tCSngB2Jh+YWK/XWWIUGDPCKTCBsixTpVJRpVJRkiTq9Xrq9XrMlwpsk23bqtfr8jyvWKWLkffAeBFOgQk0+MFpWZaazaYajYaCIFCv16OaCmwir5LmU0ENIpgC40U4BaaEYRjFVFR5NdX3ffqmAiscx5HnearValRJgRIjnAJTKK+mNptNRVFUBNU0Tcd9asC+sixLtVpNnucV00ANIpgC5UM4BaZYPh3V3NycWq2WwjAsmv2ZkgrTyjTNYtW1wWZ7qqTAZCCcAlNs8IPYMIxiEFWWZer3++r1eqxChamQd2vxPE+VSmVovuB8m2AKTAbCKTCD8mlzPM9TmqbyfV++7ysMw3GfGrAtlUpFnuepWq0W/UgHEUiByUM4BWbc4NypSZKo3++r3+8rDEOa/lE6eYW0UqmsG0gBTDbCKYCCZVlFUE3TVGEYFmGVwVQYF8uyipkoXNelGgpMOcIpgJFM0ywCgaShoMr0VNhrjuMUv3+s2ATMFsIpgC1xXVeu66rVaimOY/X7fQVBwIAq7Ip8wF7eZG9ZVnEfo+yB2UI4BbAtWZbJtm01Gg01Gg1lWaYwDBWGoYIgYFAVtsQwDLmuq0qlItd15TjOugGUYArMFsIpgG1ZHRQGp6hqNpuEVYy0nTAKYLYRTgHsKsIqJMIogJ0jnALYU6PCahRFiqJIYRgqiiIGWE0Bx3GKi+u6sm2bMApgRwinAPZVXlFzXVf1el2ShgJrHloJrOU1GEIdxyGIAthVhFMAYzcYWHOrA2teYWVhgP1jmqZs25Zt2wRRAPuGcAqglEYFVklKkkRxHCuO46FtKq07YxiGLMsqQujghdWXAIwD4RTARLEsS5ZlqVKpDO3PsmxkcE2SRGmazvQKV6ZpyjTNkSF0cD5RACgDwimAqWAYRhG4RsnDa5qmI68nMcTmgTO/HtwevKYZHsAkIZwCmAl5eN1MlmVK01RZlhWXwdvrbeeX1cfKg2G+BOeoeWLzSx4kV29vdB8ATBsjY3QBAAAASoLe7gAAACgNwikAAABKg3AKAACA0iCcAgAAoDQIpwAAACgNwikAAABKg3AKAACA0iCcAgAAoDQIpwAAACgNwikAAABKg3AKAACA0iCcAgAAoDQIpwAAACgNwikAAABKg3AKAACA0iCcAgAAoDQIpwAAACgNwikAAABKg3AKAACA0iCcAgAAoDTscZ8AAJRBEAT661//qhdeeEGLi4t67bXXlKap7rzzTh0/flynTp1StVodes5HPvKRTY/75je/Wd/85jfX7D937pyeeeYZvfzyy4rjWPfcc48eeeQRPfzww+se69y5c3r++eeVZZne9773aWFhYduvEwDKzsiyLBv3SQDAuP3mN7/R008/LUm69957tbCwIN/39fLLL8v3fS0sLOhb3/qW5ubmiuf89Kc/Xfd4Z86cUbvd1oc+9KE1Ifa5557Tk08+qSzLdOTIETWbTb344ovqdrt6/PHH9clPfnLk+f3sZz9T/pbtOI6+8Y1v6OjRo7vx8gGgNAinACDp97//vc6fP6/HH39cd911V7H/+vXr+v73v69//vOfete73qWvfOUrmx6r2+3qc5/7nKIo0lNPPTV0vE6noy996Uvq9Xr62te+puPHj0uSbty4oSeeeEKvvvqqnnjiCT344IPFc4Ig0Gc/+1kdP35cp0+fVhiGevrpp3X16lX9+Mc/3sWfAgCMH31OAUDSe97zHn3mM58ZCpKSdODAAX3605+WtFzxjON402P98Y9/VBRFetOb3rTmeL/97W/V6/X09re/vQimkjQ/P69PfOITkqRf/vKXQ8+5fPmy+v2+PvWpT6nVaunQoUP6+Mc/rldffVWdTmdHrxcAyopwCgCbOHz4sCQpiiK12+1NH//ss89Kkt797nevue+FF16QJJ04cWLNfceOHZPjODp79qzCMCz2510J/vGPfxT7XnrpJbmuq1qtto1XAgDlx4AoANjE1atXJUmWZanRaGz42GvXrumll16SZVl65zvfueb+ixcvSpLe8IY3rLnPtm3dd999Wlxc1JUrV3T//fdLkg4ePKhjx47phz/8oY4ePaooivTiiy/q1KlTMk1qDACmC+9qALCJX/3qV5Kkt7zlLXIcZ8PHPvvss8qyTG9961vVbDaH7uv1eup2u5Kk2267beTz8/3Xrl0b2v/lL39ZJ0+e1Pnz53X58mV94AMf0Mc+9rEdvR4AKDMqpwCwgTNnzuh3v/udLMvSRz/60U0fv1GTfr/fL7YrlcrI5+f7Bx8rSfV6XV/84he3fN4AMKmonALAOi5duqSf/OQnyrJMp0+fLprZ13PhwgVdunRJ9Xpdb3vb2/bnJAFgyhBOAWCE//znP/rud7+rbrerU6dO6bHHHtv0OXnV9MSJEyOb/wcn8Q+CYOQx8v2rJ/wHgFlBOAWAVZaWlvSd73xH165d08MPP6zTp09v+pw0TfWHP/xBknTy5MmRj6nVasXo+v/+978jH5PvP3To0E5OHQAmHuEUAAb4vq/vfe97unz5st7xjnfo85//vAzD2PR5Z8+e1fXr13X77bfryJEj6z4un5bqwoULa+6L41gXL16U4zi6++67d/4iAGCCEU4BYEUURfrBD36gxcVFHT16VF/96le3PFVT3qR/8uTJDcPssWPHJEl/+tOf1tx35swZRVGkBx98UK7r7uAVAMDkI5wCgJab5Z966in97W9/05EjR/T1r39dtr21CU2CINBzzz0naf0m/dz73/9+eZ6nv/zlL/rzn/9c7L9586Z+8YtfSJJOnTq1w1cBAJOPqaQAQNKvf/3rImA2m039/Oc/H/m406dPq9VqDe17/vnn1e/39cY3vlELCwsb/juNRkNf+MIX9KMf/UhPPvmkHnjgATWbTZ09e1bdblePPvqoHnrood15UQAwgQinACANrVGfh9RRPvzhD68Jp4NN+ltx4sQJffvb39Yzzzyj8+fPK45jLSws6JFHHtF73/veHZw9AEwPI8uybNwnAQAAAEj0OQUAAECJEE4BAABQGoRTAAAAlAbhFAAAAKVBOAUAAEBpEE4BAABQGoRTAAAAlAbhFAAAAKVBOAUAAEBpEE4BAABQGoRTAAAAlAbhFAAAAKVBOAUAAEBpEE4BAABQGoRTAAAAlAbhFAAAAKVBOAUAAEBp/D9K5qrGgUT9aAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "theta = np.linspace(0, 2*np.pi, 101)\n", "fig, ax = plt.subplots(subplot_kw={'projection': 'polar'})\n", "\n", "nus = [0.5, 0.75, 1.0, 1.1, 1.25]\n", "for nu in nus:\n", " z = -nu *(1 - np.exp(-theta*1j))\n", " \n", " # Amplication factor for EE\n", " sigma = 1 + z\n", " ax.plot(theta, abs(sigma))\n", "\n", "ax.legend([r'$\\nu={}$'.format(nu) for nu in nus])\n", "ax.set_title(r'$|\\sigma|$ for upwind scheme, EE')" ] }, { "cell_type": "markdown", "id": "50ea3731", "metadata": {}, "source": [ "#### 4차 정확도 Runge Kutta Method\n", "\n", "Von nuemann 안정성 분석과 동일한 결과이다.\n", "- 실수측 $k \\Delta x = 0, 180$ 일 때 $\\sigma$ 가 최대이다.\n", "\n", "- $Real(z)$ 대해서만 분석하면\n", "\n", "$$\n", "\\min(Real(z)) = - 2 \\nu\n", "$$\n", "\n", "- Euler Explict의 최대 실수측 범위인 -2.79를 고려하면 \n", "\n", "$$\n", "\\nu \\leq 1.395.\n", "$$" ] }, { "cell_type": "code", "execution_count": 80, "id": "0cc8cc0b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, '$|\\\\sigma|$ for upwind scheme, RK4')" ] }, "execution_count": 80, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "theta = np.linspace(0, 2*np.pi, 101)\n", "fig, ax = plt.subplots(subplot_kw={'projection': 'polar'})\n", "\n", "nus = [0.5, 1.0, 1.3, 1.35, 1.4]\n", "for nu in nus:\n", " z = -nu *(1 - np.exp(-theta*1j))\n", " \n", " # Amplication factor for RK4\n", " sigma = 1 + z + 0.5*z**2 + z**3/6 + z**4/24\n", " ax.plot(theta, abs(sigma))\n", "\n", "ax.legend([r'$\\nu={}$'.format(nu) for nu in nus])\n", "ax.set_title(r'$|\\sigma|$ for upwind scheme, RK4')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.2" } }, "nbformat": 4, "nbformat_minor": 5 }