{ "cells": [ { "cell_type": "markdown", "id": "8eb403db", "metadata": {}, "source": [ "# Edge Reflections" ] }, { "cell_type": "code", "execution_count": 23, "id": "0f92a5d4-546a-4444-9b74-c1f25b2f4e19", "metadata": { "scrolled": true }, "outputs": [], "source": [ "import copy\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from hypertiling import HyperbolicTiling\n", "from hypertiling.graphics.plot import plot_geodesic, convert_edges_to_arcs\n", "from hypertiling.geodesics import geodesic_arc" ] }, { "cell_type": "markdown", "id": "1ff6e707", "metadata": {}, "source": [ "In this notebook we demonstrate how reflection across polygon edges can be realized with hypertiling" ] }, { "cell_type": "markdown", "id": "e82c56cc", "metadata": {}, "source": [ "## Poincare disk representation" ] }, { "cell_type": "markdown", "id": "bedb024c-e9ca-48e1-93b1-38149c6c98e3", "metadata": {}, "source": [ "We demonstrate how any polygon in a tiling can be reflect across one of its edges. This is exactly what is heavily done in the GR kernel family in hypertiling. The steps are\n", "- translation\n", "- rotation\n", "- conjugation\n", "- inverse rotation\n", "- inverse translation" ] }, { "cell_type": "code", "execution_count": 81, "id": "1c4932d7-5925-48f1-b661-90fdfb03a40e", "metadata": {}, "outputs": [], "source": [ "p, q = 5, 4\n", "T = HyperbolicTiling(p, q, 2)" ] }, { "cell_type": "code", "execution_count": 82, "id": "9c98d192", "metadata": {}, "outputs": [], "source": [ "k = 1 # select polygon\n", "i = 3 # select edge to be reflected at\n", "\n", "steps, titles = [], []\n", "\n", "orig = T[k]\n", "vrts = orig.verticesP[:-1]\n", "\n", "titles.append(\"step 1 \\n original polygon\")\n", "newpoly = copy.deepcopy(orig)\n", "steps.append(copy.deepcopy(newpoly))\n", "\n", "# translate, rotate, conjugate, rotate back, translate back\n", "\n", "titles.append(\"step 2 \\n translate vertex to origin\")\n", "newpoly.moeb_origin(vrts[i])\n", "steps.append(copy.deepcopy(newpoly))\n", "\n", "titles.append(\"step 3 \\n rotate edge on x-axis\")\n", "angle = np.angle(newpoly.verticesP[(i + 1) % p])\n", "newpoly.moeb_rotate(angle)\n", "steps.append(copy.deepcopy(newpoly))\n", "\n", "titles.append(\"step 4 \\n conjugate (mirror on x-axis)\")\n", "newpoly.verticesP = np.conjugate(newpoly.verticesP)\n", "steps.append(copy.deepcopy(newpoly))\n", "\n", "titles.append(\"step 5 \\n inverse rotation\")\n", "newpoly.moeb_rotate(-angle)\n", "steps.append(copy.deepcopy(newpoly))\n", "\n", "titles.append(\"step 6 \\n inverse translation\")\n", "newpoly.moeb_origin(-vrts[i])\n", "steps.append(copy.deepcopy(newpoly))" ] }, { "cell_type": "markdown", "id": "35108d30-c261-4c8c-b3b1-1cccc314cb89", "metadata": {}, "source": [ "Visualize sequence of steps" ] }, { "cell_type": "code", "execution_count": 87, "id": "86f519bf-15cd-41ab-b630-cb483eee2861", "metadata": {}, "outputs": [ { "data": { "image/png": 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nPzXbhuLIvP7664TD4fRyImbOnNnLkbmfRz33n332WZ/PfWlpKeHxeORPf/pTj+2tra3Ezs6OrFixos9zqdm3bx8BQJKTk3t9BoDY2dmRtrY2zbajR48SAGTUqFE9nrGvv/6aACC3b9/WbHuYI2NqakoaGxt7bFd/3+vXr++xfSD2KSoqigAgFy5ceOQ1E6J/W/P8888TgUBArl692qdz0V8edY8Q8n9/z6+//pr87W9/I1wut8f9f//1qDl48CABQNLS0h57/tjY2D5t+UBhp5YewsWLFxEQEIAxY8b02P7000+DEIKLFy/22L5gwQLw+fxHttne3o4bN25g0aJFEAgEmu1isRjz58/vt7YFCxb0+D04OBjAvQUb1dTW1uK5556Ds7MzeDwe+Hw+XF1dAQBZWVn9PteDrFmzpsfvK1asAI/HQ1xcHABo/n1wyHzMmDHw9/fHhQsXHto2l8vFli1bcPLkSZSWlgK4t/Dk2bNn8cILL2iGLxMSEiCRSDBr1qwex69atarH7zk5OaisrMS6devA5f7frS4Wi7F06VIkJyf3mvPu67uVy+Wora19qG4W5nDmzBn4+Phg+vTpD93n4sWLMDY2xrJly3psV9/TD97DU6ZM6RHUamtrCxsbmx7P41BISEjAiBEjEBAQ0GP7g/c7MPTn/ty5c1AqlVi/fj2USqXmRyQSISoqqsf0U19UVlYCAGxsbPr8fMqUKTA2Ntb87u/vDwCYPXt2j+kJ9fb+fIdTp06Fubl5n58tXbq0x+8DtU/m5uaYOnXqYzXo29Z89dVXCAwMxJQpUxAfH4+dO3f2CCRXqVQ9/n7qaSBgYPfIihUr8Pzzz+P111/Hxx9/jLfffhvR0dGP1DZq1CgIBAJs3rwZO3bsQGFh4UP3Vd8nFRUVj73mR8E6Mg+hoaGhzwwDBwcHzef3059shKamJhBCYGtr2+uzvrY9DEtLyx6/qwMI1UFuKpUKM2bMwOHDh/HXv/4VFy5cwLVr15CcnNxjv8FgZ2fX43cejwdLS0vN96H+92Hf3YPf24Ns2rQJhoaGmnnT7777DoaGhj3mphsaGvr1HT5Oi0qlQlNTU4/tj/tuWZhNXV0dnJycHrlPQ0MD7Ozses3729jYgMfj9bqHH7xngHv3jbbumf7e79p47mtqagAAo0ePBp/P7/Gzb9++x8bYqc8hEon6/NzCwqLH7+oO3cO2y+Xyx2p+lO198LOB2qf+Zpnp29YIhUKsXr0acrkco0aN6uVcfPjhhz3+duqkkcHcI5s2bUJXVxd4PB5eeumlx2rz9PTE+fPnYWNjgxdffBGenp7w9PTEN99802tf9X0y1GeFN6SjhzGWlpaoqqrqtV3d47CysuqxvT959Obm5uBwOBpjcT/V1dWDVNqbjIwMpKenY/v27diwYYNm+4PBc4Ohuroajo6Omt+VSiUaGho0D6X636qqql4vjMrKyl7f24OYmppiw4YN+Omnn/Daa6/h119/xerVq3sEDlpaWuLatWt9aruf+7U8SGVlJbhc7kN7cizDE2tr68cGnVtaWiIlJQWEkB7PdW1tLZRK5WPv4f4iEol6BQ8DQH19fY9zWFpa9stmaOO5V5/34MGDml76QFAf39jYqLdU80fZ3gc/G6h96m99FH3bmoyMDPztb3/D6NGjcf36dXz55Zf485//rPl88+bNmDdvnuZ3tZM00Hukvb0d69atg4+PD2pqavDMM8/g2LFjj9UXGRmJyMhIdHd348aNG/j222/xyiuvwNbWFk899ZRmv8bGRgC936cDhR2ReQjTpk3D3bt3cevWrR7bf/vtN3A4HEyZMmXAbRobGyM8PBxHjx7tkTvf1tam1dVc1Q/fg6meP/7445Db3rVrV4/f9+/fD6VSqcmyUA/D7ty5s8d+169fR1ZWFqZNm/bYc7z00kuor6/HsmXLIJVKsWXLlh6fR0VFobW1FWfOnOmxfe/evT1+9/X1haOjI3bv3t0jE6q9vR2HDh3SZBewPDnMnj0bubm5vaaG72fatGloa2vrVazrt99+03yuDdzc3HD79u0e23Jzc3tlIEZFRSEjIwN3797tsf3B+30gz/3Dev8zZ84Ej8dDQUEBwsPD+/x5FH5+fgDuTQnTEW3Yp77Qp61pb2/H8uXL4ebmhri4OGzZsgVvvvkmUlJSNPs4ODj0+JsFBQUBGPi74bnnnkNpaSkOHz6Mn3/+GcePH8dXX33Vb60GBgYYO3YsvvvuOwDo9T5VTzs9OG06UNgRmYfw6quv4rfffsPcuXPx4YcfwtXVFadOncL333+P559/Hj4+PoNq98MPP8TcuXMxc+ZMvPzyy+ju7sZnn30GsVis8U6Hip+fHzw9PfHmm2+CEAILCwucOHECsbGxQ2778OHD4PF4iI6ORmZmJt577z2MHDkSK1asAHDvgd68eTO+/fZbcLlczJ49G8XFxXjvvffg7OyMV1999bHn8PHxwaxZs3DmzBlMnDgRI0eO7PH5hg0b8NVXX2Ht2rX4+OOP4eXlhTNnzuDcuXMAoJmj5nK52Lp1K9asWYN58+bh2WefRWdnJz777DNIpVL861//GvL3wcIsXnnlFezbtw8LFy7Em2++iTFjxqCjowMJCQmYN28epkyZgvXr1+O7777Dhg0bUFxcjKCgIFy5cgX/+Mc/MGfOnEfG1wyEdevWYe3atXjhhRewdOlSlJSUYOvWrb3qTr3yyiv45ZdfMHv2bHz44YewtbXF7t27Neni6vt9IM+9+sX2zTffYMOGDeDz+fD19YWbmxs+/PBDvPPOOygsLMSsWbNgbm6OmpoaXLt2DcbGxvj73//+0GsaO3YsDA0NkZyc3CsGhA5owz71hT5tjdq5UP89vvjiC1y9ehVPPfUUUlNTe6W9389A7pGffvoJO3fuxK+//orAwEAEBgZiy5YteOONNzBhwoRe8aNqtm3bhosXL2Lu3LlwcXGBXC7HL7/8AgC9np3k5GRYWlpq7sdBM6RQ4WFOSUkJWb16NbG0tCR8Pp/4+vqSzz77rEdUujoz6bPPPut1fF9ZS4QQcuTIERIUFEQEAgFxcXEh//rXv8hLL71EzM3Ne+z3sKylAwcOPPY8d+/eJdHR0UQikRBzc3OyfPlyUlpaSgCQ999/X7PfQLOWbt68SebPn0/EYjGRSCRk1apVpKampse+3d3d5NNPPyU+Pj6Ez+cTKysrsnbtWlJWVtZjv76yENRs376dACB79+7t8/PS0lKyZMkSjY6lS5eS06dP9xl5f/ToUTJ27FgiEomIsbExmTZtGklMTOzz+u5PvxzI98PCHJqamsjLL79MXFxcCJ/PJzY2NmTu3LkkOztbs09DQwN57rnniL29PeHxeMTV1ZW89dZbRC6X92gLAHnxxRd7nePBZ1d9HxUXF2u2qVQqsnXrVuLh4UFEIhEJDw8nFy9e7JW1RAghGRkZZPr06UQkEhELCwvyhz/8gezYsYMAIOnp6Zr9+vvcE0LIW2+9RRwcHAiXy+2V/XT06FEyZcoUYmJiQoRCIXF1dSXLli0j58+ff+z3u27dOhIQENBre1/f1cPsZ1+27mFZS319/+rv+/r1670+6699ioqKIoGBgY+93vvRta353//+1+c7JT8/n5iYmJBFixY9VmN/7pHbt28TQ0PDXll1crmchIWFETc3N03K9INZS1evXiWLFy8mrq6uRCgUEktLSxIVFUWOHz/eoy2VSkVcXV17ZcgNBtaRoQEKhYIEBASQ6OhoqqU8lIc9fLpiyZIlxMHBoVdK+6NQ17940CCxsFCNOp24tbVVa23+8Y9/JGKxuEcpBzpw/fr1h6Zgs7CoOX/+POFyuSQrK2vIbbFTSxTwhz/8AdHR0bC3t0d1dTW2bduGrKysPqO6nyQ6Oztx69YtXLt2DUeOHMGXX3750JT2//znPwDuDZV2dXXh4sWL+Pe//421a9c+NiuFhUVfNDc34+rVq9i+fTtGjBgBsVg8qHY+/PBDODg4wMPDQxNT99NPP+Hdd9/tUcqBDoSHh2PFihX46KOPtBr7xzK8+Pjjj7Fp0yZNXNVQYB0ZCmhtbcVrr72Guro68Pl8hIaG4vTp01qbe2cqVVVVGD9+PExMTPDss8/iT3/600P3NTIywldffYXi4mJ0dnbCxcUFb7zxBt599109KmZheTSpqalYvHgxgoOD8fPPPw+6HT6fj88++wzl5eVQKpXw9vbGl19+iZdfflmLarXHF198gZ9//hmtra1aXTiSZXjQ1NSEqKgovPDCC1ppj0PIEFfRYmFhYWFhYWGhCDb9moWFhYWFhYWxsI4MCwsLCwsLC2NhHRkWFhYWFhYWxsI6MiwsLCwsLCyMhXVkWFhYWFhYWBgL68iwsLCwsLCwMBbWkWFhYWFhYWFhLKwjw8LCwsLCwsJYWEeGhYWFhYWFhbGwjgwLCwsLCwsLY2EdGRYWFhYWFhbGwjoyLCwsLCwsLIyFdWRYWFhYWFhYGAvryLCwsLCwsLAwFtaRYdE7VVVVqKqqoloGCwsLSw8IIaisrERNTQ3VUlgGAI9qASxPFnfu3MGNGzdACEFYWBiCg4PB4XColsXCwsKC69evIzs7G11dXZgwYQL8/PyolsTSD1hHhkVvZGdn48aNG5g7dy44HA7OnTuH2tpaREREQCwWUy2PhYXlCSYtLQ3Z2dlYsGABZDIZYmNjUVNTgzFjxsDQ0JBqeSyPgEMIIVSLYBneEEKQmZmJa9euYdasWXBwcAAAyGQyJCcno7i4GMHBwRg1ahR4PNa3ZmFh0R+EENy8eRMZGRmYN28erKysAAAtLS24evUqqqqqEBoaisDAQBgYGFCslqUvWEeGRad0d3cjMTERJSUlmDFjBmxtbXvtU1NTg6tXr6K9vR1jx46Fp6cnO93EwsKic7q6uhAfH4/6+nrMnDkTFhYWvfapqKhAUlISVCoVxo0bBxcXF9Y+0QzWkWHRGR0dHYiNjYVSqcSMGTMeOX1ECEF+fj5SUlIgFArh4+MDLy8vGBsb61ExCwvLk0JraytiYmIgEAgQHR0NkUj00H1VKhWysrJw48YNmJiYwNvbG56enuyUE01gHRkWndDQ0IBz587BxsYGkydP7veUUVdXF4qKipCXl4fKykpYW1vD2dkZTk5OMDU1hVAoZHtDLCwsQ6K6uhoxMTFwd3fHhAkTwOX2L4FXoVCgoKAAeXl5qK2tha2tLZydneHo6AiJRMLaJ4pgHRkWrVNYWIiEhASMHDkSISEhg36wZTIZSktLUV5ejoqKCnR2doLL5cLIyAjGxsYwMjICn8+HQqGATCbDmDFjNPE3LCwsLA9CCEF2djauXr2KcePGISAgYNBttba2oqysDGVlZaiqqoJCoYCBgUEP+8Tj8dDZ2QmZTIaoqKg+p65Yhg7ryLBoDZlMhqSkJJSXlyMqKgru7u5abb+rqwsymQzt7e2af7u6uiAUCiGVStHQ0IBFixZp9ZwsLCzDg5aWFly5cgUNDQ2YNm2a1js96g6V2ja1t7dDqVRCJBKhtrZWM8XOon3YFBGWIaNSqZCTk4OUlBQ4OTlhxYoVMDIy0vp5+Hw+TE1NYWpq2uuz6upqlJSUaP2cLCwszKa7uxsZGRm4efMmvLy8MG3aNAiFQq2fRyAQQCAQwMzMrNdnRUVFuHXrltbPyXIP1pFhGRIVFRW4evUqurq6MHXqVLi4uFCiw8TEBDKZDEqlkk3hZmFhASEEJSUlSE5OhoGBAWbPng17e3tKtEgkErS0tIAQwsbQ6ADW4tOIiooKlJSUICAgoE+vni4QQlBdXY309HRUV1cjJCQEI0aMoLTGgqGhIfh8PqRSqaYOBAsLi/YoLS1FRUUFgoKCaF3AkhCC8vJypKWlQSqVIiwsDH5+fv0O6NUFJiYmUCqVkMlkbCamDmAdGZogl8sRExMDW1tbHDp0CC4uLhg1ahSsra2plqahs7MTubm5yMrKQkdHB3x9fTF58uRHpi3qCw6HA3t7e1RUVLCODAuLlmlpaUFsbCzs7e2xb98+eHp6YuTIkTA3N6damgaZTKaxT0qlEv7+/pg5cyYEAgHV0iAQCGBlZYWKigr4+PhQLWfYwQb70oSkpCS0tLRg1qxZaGtrw+3bt5GdnQ1TU1O4urrC1dUVVlZWeh+WJISgrq4Od+/eRUFBAaysrBAQEAB3d3faTeHcuXMH5eXlmD17NtVSWFiGFefPnwefz0dUVBSam5uRnp6OvLw8WFpaauyTubk5JfapqqoKd+/eRXFxMezt7eHv7w83NzdKR2D64tq1a5DJZJg8eTLVUoYdrCNDA1paWnDgwAEsXry4R3peZ2cnSktLUVJSgrKyMvD5fI3RcHBw0JkjoVQqUV1djfLycpSVlaGtrQ3e3t4ICAigdfpgY2Mjjh49ig0bNrClxFlYtERtbS1OnjyJlStX9pgW6ejoQElJCUpKSlBRUQFDQ0O4urrCxcUF9vb2OnsGFQoFqqqqUFFRgbKyMsjlcvj6+sLf37/PRAC6UFFRgfj4eKxevZqNk9Ey9OpSP4EQQpCYmAgvL69eToJQKIS3tze8vb3R3d2NqqoqlJaWIjExER0dHXB0dIS9vb0mk8fExGTAvRBCCJqbm1FXV4e6ujpUVFSgpaUFIpEITk5OCAkJgaurK/h8vjYvWyeYm5uDz+ejtraWsqA+FpbhhHqJkREjRvSK7TA0NISfnx/8/PygVCpRWVmJkpISxMfHo6urC87OzrCzs4OJiQnMzMwgFosHbJ9UKhWkUqnGPlVVVUEqlUIikcDR0RFjxoyBs7Mz7UaH+8LW1hZyuRzNzc20joFkIvT/6w9z0tPTIZVKMXXq1EfuZ2BgACcnJzg5OSEiIgJNTU0oKSlBdXU1cnJy0NLSApVKBbFYDENDQ82PUChEV1cXFApFnz9dXV3gcDiwtLSEtbU1TE1NIZVKGdlr4HA4cHR0REVFBevIsLBogZSUFKhUKoSGhj5yPx6PBxcXF7i4uGDixImor6/XjNTcvXsXLS0tAKApFKe2TwKB4JH2SV1kzsrKCtbW1hAKhTAwMMBTTz2lj8vXKjweD3Z2dqioqGAdGS3DOjIUUl1djVu3bmHevHkDqmvA4XBgYWHRYwRHpVKhvb0dra2t6Ojo0Px0dnaCz+fD2NhYU+fgwR8jIyPNMHBbWxuKi4s15beZhqOjI7KzsxEeHk61FBYWRlNcXIycnBwsWbJkQCMeHA4H1tbWPRIVVCoV2traetknhULxWPtkbGysGcmprKzEyZMnIZPJdFKrSteoO1qBgYFUSxlWsI4MRXR0dODChQsYM2YMbGxshtwel8uFRCKBRCIZUjtisRg8Hg+5ubmMdWQuX77MWEPHwkIHWlpaEB8fj0mTJmkl7oTL5cLExAQmJiZDasfOzg4cDge5ubkYNWrUkHXpGycnJ6SmprL1rrQMvcK6nxAIIYiPj4eNjQ0tPXNzc3NUVlZSLWNQiMVi2NvbIzc3l2opLCyMpLu7GxcuXICXlxc8PT2pltMDLpcLsVjM2CrelpaWkEgkKCgooFrKsIJ1ZChAXagpKiqKlnEoLi4uaG1tpVrGoPH390dWVhbYhDwWloGTkpICQgjGjRtHtZQ+sbe3R2NjI9UyBgWHw4G/vz/u3r1LtZRhBevI6JmqqiqkpqYiOjqaFoWa+sLX1xcqlQo1NTVUSxkUbm5uUCqVKCsro1oKCwujKCoqQm5uLqZPn07bqQ8fHx/NArJMxNvbG01NTaivr6dayrCBdWT0SF1dHWJiYjBu3DhaV58Vi8UQCATIyMigWsqg4HK5CAgIwJ07d6iWwsLCGNR1TqKiooYcy6JLHBwcwOVyGft8CwQC+Pj44Pbt21RLGTawjoyeqK2txalTpxASEoKAgACq5TwWdZogUwkMDERNTQ3q6uqolsLCQnvKy8tx7tw5TJgwAe7u7lTLeSwWFhYoKiqiWsagCQ4ORlFREaOn8OkE68jogdraWpw+fRqhoaEIDg6mWk6/CAwMhFwuZ+zwrUgkgp+fH9LT06mWwsJCa8rLyxETE4PIyEjGrAPk4+ODlpYWKJVKqqUMChMTE7i5ubGjMlqCdWR0TGlpKU6dOoXw8HDGODEA4OzszOjhW+Ber6e0tBTV1dUAgKamJnz9xefY+NRSLJk1DeuWLcT777zJ2AwIFpahkpeXh5iYGEyaNAne3t5Uy+k3fn5+AMDo7MRRo0YhOzsbTU1NVEthPKwjo0OysrJw/vx5TJo0CSNGjKBazoBh+vCtWCxGaGgo9u7di01rVmLCqAC0nv8FGyQleMerHc9aVsLu7gksnz4B86dPRkJCAtWSWVj0AiEEqampuHLlCmbMmAEvLy+qJQ0IHo8HiUTCaEfG0tISAQEBuHz5MpthOURYR0YHqFQqXLt2DSkpKZg9ezbtajH0F6YP3wJAZWUFvt/6MeYiGykb/fGXCHuMcTaFv40xQh1NsCHEDvHrfPFXz3a8vXkNvvrsU6ols7DoFKVSicuXLyMzMxPz58+Hk5MT1ZIGhaurK+Mzf8LDw9HW1oacnByqpTAa1pHRMvX19Thy5AiKi4uxcOFCRq/5ox6+zcvLo1jJ4EhISMDbW/6IM2v8MNvXCgbch9fsCXM0wfEVXoj9/Xv855uv9KiShUV/VFVV4dChQ2hoaMCiRYtonT35OIKDg6FSqRidlMDn8zFhwgQkJyczNh6RDrCOjJZQKpW4du0ajh07BldXVyxduhTm5uZUyxoS6uFbJvYW2tvbsXn9Kuxd5AZ7Sf/WsTLkG+C3Be7Y8e3nbBAey7BCoVDgypUrOHPmDPz9/bFw4UKIxWKqZQ0JsVgMoVCIzMxMqqUMCVdXVzg6OuLq1atUS2EsrCOjBdS9nIqKCixatAjh4eGaRRiZjpubGyOHb3ft/B2LvU3gYmY4oOOMBAZ4fYwV/vMFO8XEMjwoLS3FgQMHIJVKsWzZMgQHB2sWYWQ6Dg4OjF1O5X7Gjx+P0tJStojnIBkedzNF9NXLsbS0pFqWVgkKCoJKpWKUsSCE4Md/f4lNIwf3t5jlbYHL8RfR3NysZWUsLPqjo6MDFy9exMWLFxEWFoa5c+fSutDdYBgxYgQUCgXj67EYGxtj7NixSEhIYKeYBgHryAyCrq4u3LlzZ9j2cu5HPXzLpCq/mZmZsOV3w8lUNKjjeQZcLPExweHDh7WsjIVF93R2diI1NRX79++HUqnE8uXL4efnR8t13YaKvb09DAwMhsVUsL+/PxwdHRETE8PoBAsqoOdiGjSlvb0dmZmZuHv3LkxNTREREQF3d/dhaSDux9HRkVFDnpWVlfAwH9o6Vh4mPFSWsfVlWJhDS0sLMjIykJ2dDWtra0yZMgXOzs7D3j5ZWVmhqKgIEyZMoFrKkOBwOIiMjMSJEyeQkJCAqVOnDvu/nbZgHZnHQAhBeXk5srOzUVVVBUNDQ8yYMQP29vZPzE0WGhqKwsJCVFdXw87Ojmo5j6WzsxOCIQ6OCXlcdHawQ7ws9EalUqG0tBTZ2dmoqamBmZkZ5s+fD2tra6ql6Y1Ro0bh3LlzaGtrY3wAs1KpRHt7OxoaGnDjxg2MHj2aakmMgHVk+kAul6OqqgqVlZUoKSlBd3c3fH190dzcjM7OTjg4OFAtUa9YWFhAJBLh1q1bmDNnDtVyHouZmRkaO4dWYKpJ1gUzKxstKWJh0R4ymQyVlZUa+2RgYAA/Pz80NDSgq6vriXJigHtZPwYGBrh58yaioqKoljNompqacPToURBCMG3aNFy6dAmGhoaMLKaqbxjryBBCUFtbCwsLC/D5/CG11dnZqXFcKisr0djYCHNzczg4OGDChAmacv2Ojo44deoU6uvrGV1/YTC4u7sjJycHKpWK9rFAI0eORHJpM5Td9uAZDE7r2TIFPpjEXKPIQi1KpRKNjY2wsLAAjzc0M9vR0YHKykqNjWpuboaFhQUcHBwwZcoUODo6gsPhwNDQEJcvX4ZMJoORkZGWroQZODk5oaioiLGOTElJCWJiYmBkZISlS5dCJBLB2NgYp06dglAoZNTyEVTAWEfm4sWLKCsrg0KhgImJiWbUQCAQgM/nQyAQ9Ph/d3c3Ojs70dnZCblcjra2NrS1taG1tRXt7e0wNTWFg4MDQkNDYW9vD0PD3mm7jo6OEAqFSE5Oxrx58yi4auoICwtDVlYWioqKaF+p2MTEBFOmz8Dp3FQs8B9477SkqQP1RMQO67IMmnPnzqG2thZKpRKmpqYwNzeHUCjU2KX7bROfz9fYJ7lcrrFPra2taGtrg0wmg4WFBezt7TFmzBjY29tDKOxdG8nX1xdJSUlISUnBlClTKLhq6ggNDcWRI0dQV1fHuBGp1NRUXL9+Hba2tpg/f76mo2hjY4Po6GjExMSgo6MDQUFBT0w4w0BhpCOjUqlQUlKCRYsWQSQSoaGhAU1NTejs7ERXVxdaW1uhUCjQ1dUFhUIBhUIBAwMDCIVCCIVCiEQimJqawtHREWKxGGZmZv3uwfj7+yM9PR1KpXLIPS0mYWRkBLFYjPT0dNo7MgDwwquvYcuKuZjvZzXgh//HtAY89/JfdaSMZbgjl8tRWVmJ1atXgxCCxsZGNDU1aWxRc3NzD9vU1dUFHo+nsU9CoRDm5uZwdnaGRCKBmZkZRKLHZ+BxuVy4ubmhsLAQUVFRtB851SbW1tYQCoW4ceMGZs+eTbWcfqFSqXD69GlUVlbCz88PkyZN6rWPk5MT5s2bh5iYGDQ0NCAyMvKJeu/0F0Z+I3V1dTAwMIC5uTk4HA6MjIzg7Oysl3OHhoYiPT0dqampT1yP3c/PDzdu3GCEE2dgYIDcmmb87XwBPoru/4J4x+/W4ny5Av9avUaH6liGM9XV1TA1NYWxsTGAeyUMXFxc9HLuiIgIFBQUIC8vD76+vno5J11wd3dHbm4uI6a/pVIpjh8/js7OTkydOvWRi3ba2NhgyZIliImJwYkTJzBjxgzNvcVyD3r/tR9Cbm4uXF1dKRlm4/F4sLW1ZWTZ/qESHBwMDoeDtLQ0qqU8kv/9738YPXo0lAYCXOu0woeXK/q1uuyBzHq8crYImfnF+Mc//sGuSMsyKNT2iQqMjIxgZmaG9PR0Ss5PJeHh4VCpVMjPz6dayiPJzs7GgQMHwOVysWrVqn6tPG5kZIT58+fD3Nwchw8fRk1NjR6UMgfGOTJyuRy5ubkICgqiTMOoUaMgk8kYX01yoPB4PNjY2CA7O5tqKX2iVCqxevVqbN68GSNGjEBWVhbiklIg85yICTty8OONarTIexaa6upW4XBmHWbvzceBRnNk5Bdj8+bN+OijjzB//vwhV9kkhODKlSvYuvWfeOetv+CjD9/Dr7/+gpaWliG1y0JPWlpaUFpaisDAQMo0BAQEQCqVQqFQUKaBCoyMjGBqakpbJ06lUiE2NhaXLl2Ci4sLVq9ePaB0cQMDA0RFRSEkJASnTp2irR2mAsY5MllZWbC1taV0KQAXFxfweDzcvHmTMg1UERYWBplMhqamJqql9KCoqAjBwcHYt28fXn75ZSQnJ8PKygo8Hg//3vYTziTeQOuoxZi8uwAz9hZg+dESzNlfiNG/ZCHFbDR+OHgGJ2PjYWVlhR9//BHbtm1DbGwsAgMDcfbs2QHraW9vxw/f/wdhIT744pOnIZH/hhG2MXASHUbeja0YG+6LZ/+4jlEVk1keT0ZGBtzd3SmtZxIQEAAOhzMsqt0OlKCgIDQ1NUEul1MtpQdtbW3Ys2cPiouLMWHCBMycOXNQ018cDgcjRozAzJkzkZKSgvj4eHR0dOhAMbPgEAaNn3d3d2PPnj2IjIykbOhWzblz51BdXY0NGzZQqoMKtm/fDgcHB8yYMYNqKQCAAwcO4JlnngGHw8GOHTuwcOHCh+7b3d2NxsZGtLS0wNjYGBYWFhAI+q4CnJKSgo0bNyIrKwuzZ8/Gtm3b+hXrUF5ejkULpmP6WOCZ5VZwsO2dYaJUqnAmoRFbf6rHc1vexR83P9//C2ahJZ2dndi1axfmzZsHGxtqaxAdOXIEHR0dWL16NaU69I1KpcIvv/wCPz8/TJw4kWo5AO51si5cuAA+n48FCxbA3NxcK+22tbUhKSkJlZWVCA8PR0BAAO1jg3QFo666oKAAfD5fb4FzjyI0NBSdnZ2oq6ujWorecXd3R1lZGVQqFaU6VCoVXnjhBaxcuRIuLi64c+fOI50Y4N7wrLW1NTw9PWFnZ/dQJwYAxo4di4yMDHz11VdITEyEr68vXn311UcuJllTU4PZMyPx9xeN8bctjn06MQDA43Exf5oVzvzshQM7/4Ufvv93/y6ahbZkZ2fD0tKScicGuFdLSZ26/STB5XLh4OCAgoICqqUAAC5duoTY2FjY2NhgzZo1WnNigHtB5DNmzMC0adOQmZmJw4cPo7S09ImM7WOMI6NQKHDz5k2MHDmSFrn01tbWEAgEuHXrFtVS9M7YsWPR3d2NzMxMyjTk5+cjJCQEP/zwA9avX4+0tDSdZK5xuVy88sorKCoqwsqVK/Hdd9/B2dkZb7/9Ntrb23vt/9SKefj7i2aYMs6sX+2LjXjY9YU7dvy0FcnJyVpWz6IvZDIZ0tLSMGrUKKqlAADc3NzA5XKfWPvU2dmJkhLq1kpra2vD3r17kZ2djfDwcCxYsEBnmZ7Ozs5YtmwZfHx8EB8fj+PHj6OyslIn56IrjHFkUlJSIBaLaZVS6OrqioqKCqpl6B2RSAQbGxtKguoIIfjiiy8wcuRIlJaWYufOndi+fTsMDAx0el4LCwts374dubm5mDVrFrZu3QonJyds3LgRiYmJIITg+vXrMOY3YlaUxYDaNjYywN9fssFXX3yoI/UsukQd0O3o6Ej5lLcaLpcLe3t7FBYWUi1F71haWsLExAQpKSmUnP/27dvYs2cPOjs7sWjRIoSGhur8nAYGBggODsZTTz0FZ2dnTap2bm7uExH0zQhHprS0FPn5+YiKiqLFaIya8PBwKJVKRq0MrS3Gjx8PmUymV0eupqYGkZGReO211zB69Gjk5uZizRr91ntxc3PD/v37kZmZiVmzZuHw4cOYOHEiHB0dsfmZ1fjDMsmg2p0Ybobsu2morq7WsmIWXZObm4uamhraxGSoCQkJgVwuh1QqpVqK3gkPD4dUKtXrtcvlchw6dAjJyclwd3fHunXr9D7NKBAIEBoailWrVsHZ2Rl37tzB77//jpiYGBQUFECpVD6+EQZCe0empaUFcXFxiIyMhImJCdVyeiCRSGBkZITU1FSqpegdGxsbiMVivU2H/Prrr/D19UVaWhq++eYbxMfHU1qK3NfXF3v27EFDQwOOHDmCsLAwVFWWInrCwEZj1HA4HKxbaIYd23/SslIWXVJfX4/ExERMmTKlX9V39YmDgwP4fP4TmV3p5eUFgUCAxMREvZwvNzcXO3fuRHNzM2bPno3p06dTGngrFAoxatQoLF26FEuXLoWlpSVu3ryJ3377DRcuXEBxcTG6u7sp06dtaF2etbOzE7GxsfDy8upX0SAq8PT0RGZmJiOqSWqbsLAwJCQkoK2tTWfpprW1tVi1ahUuXryIkJAQHDx4EB4eHjo512Dg8XhYtGgRRowYgZeenQUud/AjhiO8RTh6la0NwRRkMhliY2MxatQoODk5US2nT5ydnVFaWkq1DEoICAjQ+XIycrkcZ86cQV1dHRwcHDBr1izaVT03MzNDWFgYQkND0djYiIKCAly9ehVxcXGwtLSEhYUFrKysYGNjAwuLwXXEqIa2b9729nYcP34cxsbGGDduHNVyHkpISAgjqknqAl9fX/D5fJ31erZt2wZvb28kJyfjk08+wc2bN2nlxNyPTCaDkeHQHidjQwO0tz1ZRRaZilQqxbFjx2Bvb4+QkBCq5TyU0NBQdHV1PZGVYNWxKboaNc7KysLOnTvR1NSE6OhozJs3j3ZOzP1wOBxYWlpizJgxeOqpp7Bw4UL4+fnBwMAA+fn5uHDhAmNr0tDyW5dKpTh9+jQcHR0RGRlJ65EOkUgEExMT3LlzBz4+PlTL0Tu+vr7IzMzUaq+nqqoKK1euxOXLlzF69Gjs3buXtg6MGhMTE7S2DW2otrlNCVMz7aVnsuiG2tpanD17Fr6+vhgzZgyt4vYexMLCAiKRCLdu3WLMYoragsfjwc3NDbm5uRg/frzW3iNyuRynT59GfX09nJycMGPGDFo7MH3B4XBgYWGhGYHp7OzEjh07dJ40oSto5yHU1NTg2LFj8PLywqRJk2jtxKjx8PBAY2Mj5XVVqGDMmDEAgJs3b6KrqwuJiYk4duwYjh49isuXL6Ozs7PfbSmVSrz99tvw8vLCrVu38PnnnyMlJYX2TgxwLx6huKIDHfLBOzNXbnZgVMh4Lapi0TZlZWU4deoUQkJCMHbsWFo7MWqcnJye2CDy8ePHQ6lUaqWcv0qlwrVr1/D7779DKpVi1qxZmDNnDuOcmL5obW2FUCh8ZF0tOkObvwAhBNnZ2UhOTsbo0aMxYsQIqiX1mxEjRiAtLQ3l5eW0KNanT3g8HkQiEf750ae4k3oXnuJwmHHtwQHQrKpBXusfsXTlYrz4ynOPTE09duwYXnrpJZSWlmLGjBn49ddf4eDgoL8LGSICgQCLF6/AwbPnsW6R7YCPV3SpcOR8M259zq66TUdUKhXu3LmDmzdvYtKkSbSN2euLoKAg5OfnQyqVwszMjGo5esXY2BhWVla4desWAgICBt1OaWkp4uLi0NnZqelkDwcHRk1rayskksFlXNIBWvwlWlpaEB8fj7a2NkybNo1xzoCRkRFEIhHu3r3LOO1D5duvv8M3//oB08z/iOVe22DI6xn029ndgcTYA5i5bxHWP7cSb733Ro9ebEFBAf7whz8gISEBHh4eiImJQXR0tL4vQys898IrWLnkENYutBlwT/34+XrMmjUfxsbGOlLHMlgaGxsRFxcHpVKJOXPmwM7OjmpJA8La2hoGBga4c+cOIiMjqZajdyIiInDixAlUV1cP+G/X3t6OmJgY1NXVwcLCAosXL6Zd9qw2aGtrY7TtoYUjU1FRge7ubixfvhx8Pp9qOYPCwcEB5eXlVMvQKx+9/w+c2ZGEj/ziITQw6nMfoYEhptquR6T1Svy443k01r+Jz//9KTo6OvD666/jp59+gkAgwEcffYS3336bEVOJD8PNzQ1BoyLx+c9peP0Z+34fV1LRgX/9rwGnz72tQ3Usg6WwsBBCoRCLFi1ibAyBtbX1E5u9ZG9vDyMjIyQlJWHJkiX9OkalUiExMRHZ2dng8/mYPn06I6a4hwITpkkfBi3eGvb29mhsbOyz5DtTGDFiBBQKBVpbn4yskwP7DuLYrxfwsvvOhzox98PnCvG86/9w9fhdPLNxM9zd3fHDDz9g7ty5KCwsxLvvvstoJ0bN99u2IynDAl/8Ut2vNU/yimVY8Uoxtv1vL9zc3HQvkGXAODs7o66ubkDxXnTD19cX7e3tw7Yg2uMICwtDfX19vwrk5efnY8eOHcjOzkZAQADWr18/7J0YLpfL6BhPWrw5zMzM4Ovri2vXrlEtZdDY2dlphm+HO4QQfPjuP/Csy4/gc/sfHGbAMcCzLtuwb+dBWFpa4sqVKzh06BCsrKx0qFa/CAQCHD95AbnVfpj/XAFOXKiHUtnbQBSVdeDdryrw1J/L8cuOY5g0aRIFaln6g62tLRwdHRldWM7b2xsAcPfuXYqVUIO/vz+EQiESEhIeuo9UKsWBAwdw8eJFmJubY82aNZgwYcKw6GA9DqY7MrSYWgLu5fzv3bsX9fX1jH2xWVhYoLS0FOPHD+/Mk8TERFgQN1gKBx6MK+abY7TDLPz509WIiIjQgTrqEQqF+H3XIdy+fRvf/+czfPCf8wjyEcBYpIRQZIL8UjlkCjGee+Et/OM/K2lXEZalN2PGjMGhQ4cQEhKis+KPuoTL5UIikaCwsBDBwcFUy6GE0aNH48qVK72CnuVyORISElBSUgKRSIQ5c+bQtsChrmC6I0MbV9PIyAheXl7IysqiWsqg8fDwQGtrK6NviP7w760/YKrkmUEfP8f2Rfz70x+0qIieBAcHY9t/f0fKjRxYuczF9kOVWLHpO3z3v7NISr6D9es3sE4MQzAzM4Ojo6NW0nipwtnZGQ0NDVTLoIyAgIAeozJKpRIXL17E77//jvLycoSFhWH9+vVPnBMD3Ft0ksnvLdo4MgDg5+eH/Px8dHV1US1lUPj6+oIQQuny8frg9u3b8DebMOjjPSQhKCx6clblNTEx0aTrRkVF0WoFd5b+4+fnh5ycHMYa/ICAAHR3d6OxsZFqKZQxevRo1NTU4OLFi9i+fTsKCwsRGBiIjRs3IiwsjGp5lMGOyGgRa2trzfAnExGJRBCJRMjNzaVaik7p6uoCjzu07DKV6vGBsMMJdaEppjrpLICLiwsIIYzNTrSwsICBgQEyMzOplkIJKpUKzc3NAO4F9Hp6euLpp5/WatVfpsLlchm9iCRtYmSAe+lffn5+yM7OZmyv1c7ODlVVVVTL0CkGPAN0k24YcAafisrgTL9BIRQKAdxzZNjpJGbC5XLh6+uL7OxsxtaLsrS0ZKwjNliUSiWuXbuGu3fvghACKysr1NfXIygoaFgVtRsK7IiMlvHy8kJ9fT2ampqoljIofH190dnZCYVCQbUUneHp7omSttuDPr5aVghbm4FXv2UyNjY2AIDKykqKlbAMBV9fX5SWlkImk1EtZVB4eHigra2N0S+t/qJUKnHlyhVs374dmZmZcHd3x4YNG7BkyRIYGRkhLi6Oaom0QSQSMXbBSICGjoxIJIK7uztjg+qcnZ0BAEVFRRQr0R2bX96ImIb/Dvr4C00/47lXBx8szETCw8MBANevX6dYCctQMDExgb29PWOnj318fEAIQW1tLdVSdIZCocClS5ewfft2ZGVlwcPDAxs2bMC0adM0U7yRkZFoampCRUUFxWrpgZmZGeRyOWOdGdo5MsC9h62goKBfBcXoBpfLhUgkGpYBvw0NDTh58iRqa2txt/kS2pXNA26js7sDqS2nsWLFch0opC8ODg4wNjZGamoq1VJYhojaPjERkUgEHo/HWP2PQr3g8Pbt25GbmwtPT09s2LABU6dO7bUYoqurK0xMTB5ZV+ZJQiAQwNjYmLEzIbScILSzs0NnZyeam5sZuciZhYUF6urqqJahFVQqFbKyspCeno62tjYIhUKEhITgz399GTv/+yY2u3w/oNLW+6v+jnVPr3ni4kQ4HA48PDye2EDL4YSjoyPi4uIgl8sZeR+bmJgMm9WwVSoV0tPTkZGRgY6ODhgZGWH06NEYOXLkYwN4p0yZgmPHjqGgoACenp56UkxfLCws0NTUxKjFetXQ0pHh8XiwtbVFZWUlIx0ZZ2dnxgf8ymQyJCcno6ioCN3d3bC0tERkZKRm6mz06NG4dWMjdqW/jdWOn4DLebTRIITgcNW/oHKvwPsff62HK6AfAQEBSExMpFoGyxAxMjKCubk5qqqq4O7uTrWcAWNnZ8fYqTE1ra2tuHr1KkpLS6FSqWBra4sZM2bA1rb/sXe2trawtLREYmIi68jgniNTX19PtYxBQcupJeDeUDxTAyO9vLxACGHkqExpaSkOHTqEnTt3oqioCB4eHli7di2WLl2qcWKAeyMMO/b8DLtIFT4rWIrMpst9TgUSQpDTnIJ/3F0MTlAZDhzf88SmOkZGRqK8vJyxxoLl/7C3t2esffLw8IBSqYRcLqdayoDJz8/Hvn37sGfPHlRUVMDPzw9PP/00Fi5cOCAnRs2UKVMgl8ufiKVlHoetrS1qamqoljEoaDkiA9z7Upka8GtsbAwDAwPk5+fD2tqaajmPRalU4ubNm8jOzkZnZyfEYjEiIyPh6+v7SKfDwMAA3/3v37h8+TK++td/sDP9DYwRL4aZgT044KC5uxbX24+gk7ShuC4Pv7xzq9dc9ZPEzJkzAQDnz5/HU089RbEalqFgZ2fH2JefnZ0dAKCgoACBgYEUq3k8CoUC165dQ15eHrq6umBqaoqpU6dqikwOBQsLCzg7OyMlJQW+vr5PtH2ytbWFVCpl5JQpbR0ZKysrtLW1MfJLBQCJREL76aX6+nokJydrdDo4OCAiIgIWFhb9boPD4WDSpEmYNGkSqqqqcOrUKdRV16O7W4UR9tb4ePYRmJuba1IfU1NTGb1c/FDw9PSEubk5Ll68yDoyDMfKygqNjY1QqVSMG2HkcrkwMjJCaWkprR2Z6upqpKSkoKamBlwuFy4uLoiIiIBEItHqeaKjo7F9+3acP38ec+bM0WrbTMLQ0BCmpqaora1lXJ0k2joyQqEQJiYmqKur6zGlwRTs7OxomRkglUpx8+ZNlJWVQaFQQCgUYuTIkQgNDR1ycSh7e3s880zfadVbt27Fpk2b8O233+Kll14a0nmYCofDQVhYGFu/YhhgamoKLpeLpqYmWFpaUi1nwFhaWtJy3aX6+nqkpqaivLwcXV1dMDQ07Hfw7mDh8XiIiIhAYmIiqqqqYG9vr5PzMAF7e3uUl5ezjow2sbS0RGNjIyMdGXUtHIVCQflwZWtrK27duoXi4mJ0dnaCz+fD0dERISEhepv62rhxI/773//ib3/7G9auXTugUZ/hxMaNG7FmzRokJydj3LhxVMthGSQcDkfjDDDRkXF2dkZZWRktRpSamppw69YtTedKIBDAxcUFoaGhMDc314uGwMBAZGRkIDY2FmvXrqX8O6EKLy8vxMbGYuzYsTAwGHzldn1Da0fG0NCQkQFpwL0UTeDePLS/v7/ezy+VSnH79m2UlJSgo6MDPB4P9vb2CAkJ0cyR65vffvsNQUFBeOaZZ3D48GFKNFDNihUrsGXLFnzzzTesI8NwmGyfvLy8kJSUhJqaGkpGIBoaGpCeno6ysjJN58rJyQkhISGwsrLSux7gXgzb/v37cf36dYwdO5YSDVRjb28PoVCI4uJiRmVy0dqREYlEaG9vp1rGoFAXxistLdWbI1NdXY07d+6goqICCoUCPB4PNjY2mDJlCi2Wpvf29sbzzz+Pb775BhcuXMC0adOolqR3eDweli9fjt9//x3/+/kn/LzvN1RXVkGp7IaxRIypkVH48/Mvwdvbm2qpLI9BKBSis7OTahmD4v7CePpyZMrLy3Hnzh1UV1ejq6sLfD5f07kaTMaRtjEzM4Ovry9u376NoKAgGBkZUS1J79y/3iHryGgJoVDI6CXnLSwsdDoPrVKpUFhYiKysLNTW1qK7uxtCoRCOjo4IDg6mhXF4kK1bt+LQoUPYvHkzcnNzGTV8qQ0UCgUUXBW6DLn41629sN46Be7uVuDwuOhukePK2Uyc2rgYjkaW+PYfX2iWNmChHyKRiLGODHAvIUGX6bZKpRL5+fnIyclBXV0dVCoVRCIRXF1dMXLkSFpOyUVGRqKwsBBnz57FkiVLqJZDCT4+Prhx4wZaWlpgYmJCtZx+QXtHhsmGwsbGRqsVNJVKJQoKClBUVIS6ujrNuhhGRkbw8fFBcHAwTE1NtXY+XcDn8/HDDz9g3rx5+Nvf/oZPPvmEakl6o6WlBdGL5qBlohUm5H4MA8OesVM8U0PYrAyHzcpwtKaWYsGmlfj+4y+xaMFCihSzPAqhUIiWlhaqZQwaS0tLlJWVaa09hUKBvLw8FBcXo76+XmO7xWIxAgMDERwcDGNjY62dTxdwuVxMnjwZsbGxKCwshIeHB9WS9I6RkRFcXFyQk5OD0aNHUy2nX9DakWF6j8fR0RFpaWlQKpWDygiSy+XIz89HcXExGhoaNN+FoaEhrK2t4e7uDk9PT8YtRT937lzMnj0bX331FZ599lnGRcgPhq6uLsxetgCy5Z5w2PD4+XdJiAs8T2zGC4teg4WZOSZNmqQHlSwDgekdLTs7O+Tn5w/6eJlMhtzcXJSWlqKxsREKhQLAvRehg4MDPDw84Orqyjj75O7uDmtrayQkJMDNze2JDPz18/PD5cuXERYWxojrp/UdxnRDoZ57rqiogKur62P3b29v72EYurq6ANwrsOfo6AhPT0+4uroy4sZ6HNu3b4enpyfWrVv3RCzc9p8fvkNdgCGc++HEqBFYS+C2ez3WLt2Eojs5T9w0HN1hekdL3YGQSqX9WgqmtbUVOTk5KCsrQ1NTE5RKJTgcDsRiMVxcXODl5QUnJ6dhYZ9mzpyJXbt2IT4+HlOnTqVajt5Rx1QyJRWb9o4MU7MCgHvDlDwer09HRqlUoqKiAhUVFaiuroZUKu1hGNzc3ODt7Q0HB4dhYRgexMbGBu+88w7eeust7N27d1gXiCOE4Nuft8Hx6NMDPtbQ1RKicS44ffo05s+fr31xLINGIBAw2pERi8XgcDgoLy/v5cgoFAqNfaqpqYFUKkV3dze4XC4kEgm8vLzg7e09bGuuGBkZYdSoUUhNTUVISIje0sDpApfLhZ+fH9LS0uDs7Ez7Iqa0dmToUONgqIhEIlRUVODmzZsag9DR0YHu7m4A97JYjI2N4e3tDR8fH1oG6OqKN954A7///jteeeUVLFiwYNhmCcTHx8PAzwoC28EFzpn9cSz+9fcvWUeGZhBCGG+f+Hw+ioqKIJPJUFtbi+bmZnR0dEClUgG4Z58kEgn8/f3h4+NDWWo0FYwePRo5OTk4d+7csO5oPYygoCDcvXtXs+YenaG1I0OHYnL9QaVSoaWlBbW1taitrUVjYyPa2tp6OCypqakQiUQwNTWFh4cHnJycYGdnx7j5Y23C4XCwfft2RERE4KWXXsJPP/1EtSSdsOPgbhg/NXLQx0tGOiOrcj/a2togFou1qIxlKCgUCvD5fKplPBaVSgWpVKqxT01NTWhtbUVnZye6u7tRVVWFmpoaGBkZwczMDN7e3hr7xHRHbahER0fj2LFjuHPnDoKCgqiWo1cEAgFGjx6NlJQUuLi40PpdRV9luBcgyePxBh0sO1TUDkpTU5Pm4W9ra4NMJkNnZycUCgW6u7t7rPrM5/M1a1Z4eHigtbUVxcXFDy3d/6QzevRorF69Gtu3b8f69euHZVBrdX0thA4jhtSGoZ0ZGhsbWUeGRnR1dYHL5VJqn6RSKRobG9Hc3IyWlha0t7ejo6PjkfbJyMgIlpaWsLS0RE1NDerr67Fx40a962cCtra2cHFxQUpKCjw9PYftqPHD8PHxwa1bt3D79m2EhoZSLeeh0N6RaWlpwS+//ALgXg9eHXdiYGAALper2ab+98H/c7lczb7d3d09flQqVZ/bVCoVCCE9DID6vAKBAIaGhjAxMYFEIoGJiQnMzMxgYWHR501eWlqKoqKiYTFNpit+/PFHJCQkYNWqVcjJyRl2L2uiUgFDnWLmcDTD/Sz0QKlUora2dtD2Sb2P+udR9kmpVGp+V9umB+0Tn8+HQCCASCSCmZkZxGIxTExMYG5uDgsLiz4X31UXqGN5ONOnT8fOnTtx4sQJrFy5kmo5eqOtrQ1nzpxBW1sbUlNT4eXlRdu6MrR2ZNra2uDi4oLw8HC0tbWhtbUVMpkMHR0dkMvlmgdb7XyoHRD1NkJID6fkfmNiYGAAAwMD8Pl8jQEQCAQQCoUaY2BiYgJLS8shrb6tXg6grq7uiYp/GQiGhobYt28fJk2ahLVr1+Lo0aNUS9Iq1pZWqK1tHVIbnXUtT+z6VHSlpaUFPj4+CAwMRFtbG9rb2yGTyTQjtg/apofZJ7WDer+Do/4RCAQ9bJRIJIJQKNQsqvswB6W/2NvbgxACuVw+pHaGMzweD7Nnz8axY8eQkpIy7JcvUKlUSElJwZ07dyAUCjFnzhwUFxfj0qVLmDt3Li0Df2nvyEgkEs0wKBMRCATgcDioqqpiHZlHMG7cOPzlL3/Bv/71L2zfvh1PP/001ZK0xlPzluLPB7+AxVS/QR3fnlsDa7E5bXtDTyrt7e2wtLSEtbW13hZf1TZq57iqqgru7u4Uq6Evtra2GDFiBNLT0+Hh4cHYv/fjqKqqQmxsLORyOfz9/TFhwgRwuVzY2NjgwIEDyMnJgZ/f4OyYLqH1XEd7e/uwmGYQCoWor6+nWgbt+cc//oHQ0FC89NJLWq04SjWzZ8+GLKUEXU2yQR3f9FMyXn/+Fe2KYhky7e3ttK9U+zjUI0C6XKpguDB+/HhIJBKcPn162E3zqlQqJCQk4MSJExAKhVi5ciUiIyM14RACgQCTJk1CUlISamtrKVbbG1o7Mm1tbYw3FMC9gnbNzc1Uy6A9HA5HM620aNGiHjEATCYjIwOdze0o+/bCgI9V1LWiNTYHy5Yu1YEylqHQ2to6LOyTSCRi9Jp2+mT+/PlQKBSIjY2lWorWaGpqwu7du5GTk4OwsDCsXLmyz6VunJ2dER4ejpiYGLS1tVGg9OHQ1pFRKBSor6+HjY0N1VKGjKmpKWNX8dY3zs7O+Oabb3Dr1i289dZbVMsZEoQQfPDBBxg7diw4SgKcLEDD6Tv9Pr67vRNFT23H91u/ZkQZgicJdbzecKirIpFI0No6tBiuJwWxWIwJEyagpKRkSMs70IXr16/jwIEDAIAVK1YgLCzskfsHBQXBxcUF586d01SepwO0dWSqq6shkUggkUioljJkLCwsNOuQsDyejRs3YtGiRfjiiy9w8eJFquUMirKyMowZMwZ///vfMW3aNOTn5yP5wmV0/isRtTuS72UyPQJ5eRPuzvwP3t70ChYtXKQf0Sz9pqKiAjY2NsPCwTQzM9MsQMvyeAICAuDg4ID4+HjGdlBlMhn279+P1NRU+Pn5YfXq1f1apoLD4WDChAkQCoWIi4ujzag5bR2ZiooKODg4UC1DK5iYmAy7OVVds3v3bjg5OWHVqlVoaGigWs6A+PHHHxEQEICcnBz8/PPPOHXqFExMTGBra4uUi1cQcF2F7IivUPXveHQ1/p8hJISgKSEXJWt/R+1Tu/HsvNUI8PaljbFg+T8qKyvh6OhItQytIBaLoVQqqZbBKGbNmgU+n49jx44xzrZnZWVh9+7dkMlkmD9/PiZNmjSg0iAGBgaYPn06mpqacO3aNR0q7T+0dmSGi6FQzzeyxqL/GBoa4vjx42htbcXChQsZ8TJvbm7GzJkz8dxzzyEgIABZWVnYtGlTj31MTEyw75eduB2XgjXcEFTO/xVZoZ/hbuhWZId+BocdJdj+58+QezMDb735FioqKnD9+nVGXP+TAiFkWHW0JBIJ417GVMPj8TBv3jy0tbUhPj6eajn9QqlU4vjx47h8+TKcnJywdu3aQa+VJRKJMHPmTGRnZyMjI0PLSgcOLR2Zjo4ONDU1DRtDoXZk2IDfgREUFIStW7ciMTER7777LtVyHsnJkyfh7e2NhIQEfPjhh0hOTn6kI25lZYV3/voW8lPvojK7CFXZxajMKcbJvUcwceJEcDgcGBkZYc6cOcjLy0NiYiLrzNCEpqYmKBSKYVNOQZ3Wz3a0BoalpSXGjRuH/Px8FBQUUC3nkZSWluK3335DXV0dpk+fjlmzZg25GrWZmRlmz56Nmzdv4ubNm5TaJ1o6MpWVlbCwsIChoSHVUrSCeh69paWFYiXMY8uWLVi0aBG2bt1Ky3gZQgj+8pe/YOHChbCwsMCNGzfw3nvvaa1olLm5ORYsWICKigpcvHhRs3YXC3VUVlbC3t4eBgYGVEvRCuqOFt0yUZhAcHAwHBwcEBcXR9t4mcTERJw9exZmZmZYs2aNVheAtLGxwfz585GVlYWkpCTKRvZo6cgMp2FbNRwOh80MGCR0jZeRSqWYOHEivvzyS6xcuRIZGRkYMWJoayr1hUQiwYIFC9DS0oJTp06xgZkUM9zsk7qiLztiPDjoGi+jUChw8OBBZGZmIiQkBEuWLNFJ9WYLCwssXLgQ5eXliImJoSSxhXaOjHr+ebjEx6gxMDBgezyD5P54mejoaFoMgSclJcHf3x+pqan4/vvvsXv3bp0uHGhoaIj58+fDyMgIR48eZet+UIRKpUJVVdWws09sR2vwqONl2tvbERMTQ7UcAEBtbS127tyJ5uZmzJ07F6NHj9bp+SQSCRYtWoTu7m4cO3ZM7/cS7RyZqqoqKBSKYdXjAe7d7DLZ4Cq7styLl/npp5+Qnp6OpUuXUjof++WXX2LKlCng8/lISkrC888/r5fz8ng8TJs2Dd7e3jh27BgyMjJo1QN8EigqKoJQKBwW9WPux8DAgHVkhoClpSWioqJQWlqKlJQUSrWkp6fj6NGjMDY2xpo1a/TmdAuFQsyePRsODg44fPgwcnNz9WanabfWUkZGBvz8/HTau6UCgUDATgkMkdWrVyM3Nxd///vf8frrr+Pzzz/X6/mVSiXWrVuHvXv3YsqUKTh+/Ljel9DgcDgIDw+Hvb09Ll26hPz8fEyaNIldUFJPZGRkIDAwkJYL5w0FtqM1dHx8fCCVSpGWlgYzMzP4+vrq9fwqlQrnz59HcXExvL29MWXKFL2eH7i35MWECRPg4OCAxMRE5OXlITIyUufrxNFqRKatrQ2lpaUICAigWorWEQgEkMvlVMtgPB988AFWrVqFL7/8Ev/973/1dt7a2lqEhYVh//79eO2113DhwgVK1wFzdHTE8uXLYW9vjyNHjuD69eu0mHIbztTX16OhoUHvLyh9wOfz2Y6WFhgzZgxcXV2RkJCA6upqvZ1XLpdj3759KCkpQWRkJCVOzP24u7tj+fLlMDExwcGDB5Genq7T0WNaOTKZmZlwcXEZFtV8H8TQ0JCt7qsldu7ciYiICPzpT3/ChQsDX79ooCQmJmLEiBEoLCzE7t278dlnn9GiR87j8TB27FgsXLgQZWVlOHToEKqqqqiWNWzJyMiAt7c3hEIh1VK0jlAoRGdnJ9UyhgXR0dEwNzfHyZMn9RIXWVNTg927d0Mul2Px4sXw9/fX+Tn7g1AoRGRkJGbPno2cnBwcPXpUZ4sn08aRkcvluHv3LoKDg6mWohOMjIxotTYFk+FyuTh37hycnZ2xdOlS5Obm6uxcP/30E6ZNmwZDQ0OkpKRg5cqVOjvXYLGyssKiRYvg7++PM2fO4OzZs+xqxlqmpaUFBQUFCAoKolqKThCJRKwjoyW4XC4WL14MgUCAQ4cO6XSkNCsrC8eOHdPEw9Axdsve3h5Lly6Fi4sLjh07hvPnz2s9+5Q2jsydO3dgY2MDOzs7qqXoBCMjI7YGiBYRi8WIi4sDj8fD9OnTIZVKtX6Ov/3tb9i8eTNCQ0ORkZFB6ylPLpeL4OBgPPXUUzA3N8fp06dx/PhxdrpJS6SlpcHd3b1f69EwEUNDQ7ajpUV4PB6WLFkCpVKJw4cP62Ra5dq1a7h8+TLc3d2xcuVKWq/7ZWBggPDwcKxYsQIikQhHjx7F2bNntfa90MKRkcvlyMjIeOzKm0xGLBazGSZaxtnZGSdPnkR9fT2mTp2qtZc2IQSbNm3CRx99hIULF+Ly5cuMme40MjLC2LFjsWrVKrS0tOh1nn640trairy8PISGhlItRWcYGxuzTq+WEYvFmDdvHpqbm7Weln3hwgWkpaVh5MiRiI6O1mrbukQikWDixIlYuXIlampq0NTUpJV2aeHIpKWlDevRGOBeGXBCCOvMaJlx48bh559/Rnp6OpYsWTLkdL+uri7Mnj0bv/76K7Zs2YLDhw8zsoJrU1MTuru7h/UzpS+uX78+rEdjALajpStsbW01adlXr14dcnsqlQrHjh1DQUEBJkyYgLFjx2pBpf6pra2FQCDQWrYl5TnOVVVVuHv3LhYvXky1FJ2iLgMuk8kozXYZjqxatQq5ubn44IMP8Nprr+GLL77QfEYIQVJSEs7FXkRtfRMEfD5cne2xetXKXgumtbS0YMqUKUhLS8Onn36Kv/71r/q+FK2Rk5MDb2/vYVfGQN8UFhairKwMy5Yto1qKTrm/ozWQlZD1hVwux7lz51BRUQGFohPm5haYNGkS3N3dqZb2WO5Py7awsBh01ptSqcTBgwdRUFAAkUiEmHMxuHTpEhwdHTFz5kxGBaHn5OTAz89Pa0kTlFo5hUKBuLg4jBkzBubm5lRK0TlGRkYA7r0sWUdG+7z//vvIy8vDV199BR8fH6xfvx6//LoDX//nvyDGrhC4zwXfKBCkuwtdBcX48rs5CA7wwluv/wmTJk1CeXk5oqKiUFFRgd9//x2rV6+m+pKGRFVVFSIjI6mWwWhkMhkuX76MyMhIGBsbUy1Hp6htklwu19gqOlBYWIgf/v0Vjh8+iGh3E7iJAQGXg2IFsO0f78LcwQ0vvvYmZs2aReuR0zFjxkAqlSIhIQEmJiYDXnW6tbUV7733Hi6cugyOXIiRxjNhBHN0k3ac5ZzFK8+9jqUrFuPFV56Dm5ubbi5CS6hUKlRXV2PMmDFaa5NSRyYpKQmmpqYIDAykUoZeUPdy2Hlo3fHbb7+hqKgIW7ZswadffAe+60zYLtwPoWnvKtH2EVtQW5yEtc+/j2njfHHqxGEoFAqcOXOG8hoMQ0Uul6O1tZWWGQxMgRCChIQEODs7a3WRPbqiDhSlk3369ef/4euP38efwixwdYMvRPyejsrrE4DUylZs++hl/OcLB+w/dorWsWzTp0/HoUOHcOrUKaxcubLfWouKijB/xmLYdgVio813cJP0zuzttOtA0vmDiN4/H+//602sXb9G2/K1hlQqhUql0urgBWVjiIWFhSgpKcHkyZNpUZNDX7CZS7qDy+Vi37594BmaQTzuXThN+3ufTgxwr0KumfsEeK4+hlPXaiDvAq5evcp4Jwa4N/9samqqkwXinhSysrLQ2NiICRMmUC1FL6g7WnSxTz/859/Y9eVHiFntjdXBtr2cGDUhDhL8OMcVC8ylmD11Eq2L+j2Ylt2fAqk5OTmYHjkb00Qv4kXP//XpxACA0MAQU2zX4W9e5/DFO//FL//7VdvytUZdXR2sra21OoVJiSOjHrKdOHHisB+yfRA2oE63bNz8J3jP2wrrgHn92p9rwEPgUztg5hyKrKxsHavTD2pDwTI4pFIpkpOTMWXKFEbFHQwFdSwVHezT5cuXsf2bT7FnsQckwv5NGmwYaY3F9l149um1OlY3NHg8HpYtWwZCCPbt2/dIZyY3NxdrV2zETNMXEWXTvxEWY74ZXvPYj88/+B7Xrl3Tlmytogv7pHdH5v4hW09PT32fnnLo0uMZjhQUFCCnqAbWwQMrWsc14MEx+lN89K+vdKRMv9TV1cHGxoZqGYxEpVIhLi4O/v7+w27h2kdBpxGZrR++h8+mOMBYMLCYl+fCbHD3ZgrKysp0pEw7GBkZYcWKFVCpVNi/f3+fFd+zsrKwf/9+tNd2YbrdHwbUviFPglW2n+Cf7+t3Lbr+Ultbq3X7pHdHJi0t7Ykasr0fDodDix7PcOXLf/8Ak5HPDOpYI2tvNMn5uHPnjpZV6Z+mpiZ2EclBQAhBcnIylEolRo8eTbUcvUIXR6a4uBg1xfkIcxx4rAuHw8GmIDNs+/YbHSjTLsbGxli+fDmUSiX27dvXw5nJzMzE5cuXkXY9AzMsnx9U+wFmE3A3PZeWS5bowj7p1ZG5e/cu0tPTMWvWrCdmyPZBqDYUwxVCCA4fOQ7rEYNP45cEbcK3P/ysRVXUoFQqwefzqZbBOG7duoXCwkLMnDnziU1bp9o+/bzte2wcYTrouMnlgVY4uG83IzqMYrEYy5Ytg0KhwP79+6FUKpGRkYHExES4urri5rVbiLAenD3jcDiIMtuAn3+kV6wMIQTd3d1at096e1rz8vKQkpKC2bNnw9LSUl+npR1MeMCYSGtrK3iGZuDyBu8gG9sGIC/zgBZVUYNSqaR1KioduXPnDjIyMrBgwQKYmJhQLYcyqLZPuXfvYK7T4OMmjQUGkPDBqGrcXl5euHDhAj7++GMolUo4OzsDAEwMrMHnDt6eeRiF4nb6L9qSqRXUjrK2Owp6cWS6u7tx48YNTJ48+YmuNMpOLekOmUwGnsBwSG0YCIwgk8m0pIg6CCFPVCbgUFEoFEhPT8fMmTOHfT2rx0H1iExbayvEA4yNeZCu9lZMnjxZO4IoxNtkaNObhjwxWlt1v/r2QFBXXte2fdKLI8PhcGBubo7bt2/DycnpiR32Zl8wusPU1BSKjpYhtaHskMLs/1dgZjIGBgaUv5CYBJfLhUQiQWpqKmbMmPFEj2ZRXdVXYmKC1s76IbXBM5IgPv4kY0ZkioqKkJqaCjs7O03p/tDQULy5+eMhtduhbIXElF7fgfrZUiqVWg0v0Ysjw+VyMX36dJw9exYxMTFP9Bw01YZiuGJoaAgRj0DRWgOBxHZQbbQWJ2DuOOYvXMrj8WhV2Izu8Hg8zJo1CydPnkRcXBymTp36xD6nVHe0AkeF4VraYYy0H9wLuEWuRHs3F5MmTaL8WvpDbm4uGhoaMHnyZEyfPh1SqRSHDh1CbW0t2lQN6OyWQWgwuErLebIUjAyjV7FZLpcLLperdfukt6eVx+Nh5syZ6OrqQlxc3JAX92MqTHi4mMqfnv8D6lN3DOpYolJBevt3PP/swFId6YiRkRHa2ug1pEx3hEIh5syZg8bGRiQlJVEthzKoduD+8Ozz2JEhHfT7YW9GPVavf5oRdragoADx8fFwdXXF9OnTAQBmZmaa1OwRIwOQWD+4mD0VUeGSdCf+sHmjNiVrBV3YJ73etXw+H7NmzUJNTQ2ys4dH8bGBQrWhGM5sfHo9pJn7oOruGvCxTQVxGBM+clgUkrOxsUFtbS3VMhiHoaEhZs+ejfz8fBQXF1MthxKotk8ODg7w8B+BpNLmAR9LCMGOTCn++PyLOlCmXUpKSnDhwgXNgo/3I5FIsGLFCkROHY+zNdsG5dTdaYpH2NhRtFymRBf2Se93rUgkwuTJk5GcnIzm5oHfrEyGEEK5oRjOmJqaYuP6VSg9/cqAHv7OlipUnX8Dn3zwlg7V6Q/WkRk8EokEEydOxKVLl4ZF4PdAoYN9euP9j/FGfBWkHQPrkHyeXI2xk6YNeEFGfVNeXo5z587Bzs4Oc+fO7XMfsViMF198EQ6eljhRObC6OK1dDdhT8w7e+uA1bcjVOsPCkQEAJycn+Pr64uLFi09cFg8ThjyZzDtv/gVWKEbRiT+BqB4f8NrRVILs3+dj+cJoPajTDzY2Nqivr2cDfgeJl5cXHB0dkZCQ8MRMgavtMB0cmdGjR+PP7/8Tyw4Xor69d9XbByGE4N/XqnGl3Qz//vEnPSgcPFKpFGfPnoWlpSXmzXv0MipGRkY4ff44riv343Tl9/1rX1GDrQVL8fFX72LkyJHakKx11I6MNp8tyu7aMWPGQKlU4tatW1RJoAQ6GIrhikqlwpEjR/DsH9Zh3hhL5PwyGdU3dqBb0btnLWsoRMX5d1GybzEO79qGRQsXIDExEVevXqVAuXYxMTEBn89HQ0MD1VIYy8SJE9HY2IisrCyqpegFOjkyALB2/Qa89o+vMXNvPr6/Xo1mee/gUEII4gsb8dTRItwycMeJmIuaVbzpiEKhwJEjRyASibB48eJ+fddisRgpaVeQaXQcn+YsRWbT5T4dgLauJpyq+hYf58/Gv75/DytWLtfFJWgFKysryOVyrcbJUJY6xOPxMHXqVBw9ehTOzs6wtR1cpgnTeJJTO3XNsWPHIJfLsWzZMmzaZIbX/1yKb/7zI/b8PAFi+yAYiMxBuhWQS0sh4XfirZefw8qV/9CsEi2RSJCWloa2tjZERzN3hIbD4cDGxgbV1dXsmkuDRCgUYvLkyTh37hwcHBxgZmZGtSSdos4ioZN9WrJ0GSZMjMTP//0B0379GWG2hnAx5oCj6kKrioe4kjYEhY7GW999h4iICFqPdqtUKhw6dAiEECxZsmRADqNYLEbSjQR8++232Pnzh9ieIUWo5SwIusSQd8vQwq9EiTwNGzevx6fPXaFlXMz98Hg8WFhYoLq6Wmsp8hxC8dhpeno6srKysHTp0mFdX0apVOKXX37BokWL2JeLDoiLi0NeXh5mz56tqYypRqFQ4O7du2hqaoJAIIC9vT08PDz6bCc7OxuXLl2ClZUVFi1aRJse6kDJycnBnTt3sHTpUlobeLqTnJyMyspKLFy4kFYveW1TX1+Pw4cP4+mnn6blqEZ3dzeuXLmCpKQkvP322/jyyy+xZs0axtjSU6dOobKyEosWLRpSQkFqairOnz+PlpYWZGRk4OLFizh58iTGjx/PqPszLS0NFRUVD40RGiiUW+mgoCAYGxsjJSWFaik6pbW1FQCe6PLnuiI9PR15eXmIiIjo5cQAgEAgwKhRozBlyhRMmDDhoU4MAPj5+WHOnDloaGjAnj17IJfLdSldZ3h6eqKtrQ01NTVUS2E0o0ePhkqlQnp6OtVSdIraPtHRiQHujRRFRUVpMnyioqIY48QkJSWhoqICU6dOHXJWZEhICBYvXgwXFxc4ODigpaUF4eHhjHJiAMDHxwdVVVVaS/ih3JHhcrmYOHEicnJyNA/TcKSl5V7VWfU0Bot2KC0tRUpKCnx9fREUFKSVNp2cnLBs2TJ0dnZi7969mr8dU5DJZLhx4wYA7a9p8qRhYGCACRMmID09nbFObX9obW1lR+50QHZ2NjIyMhAaGgpPT0+ttOnl5YX58+dr3iUFBQVaaVdftLa24tatW+Dz+Vob8abckQEAc3NzuLu7IzU1lWopOoM1FNpHKpXi3LlzsLGxQVRUlFbbNjc3x+rVq2FgYID9+/ejvLxcq+3rAoVCgaSkJOzZswdSqRSzZ8+m/Xw5E7C3t4e1tTUyMjKolqIz2tvbGderpztVVVW4dOkS3NzcEB4ertW27ezssHbtWgDAjh07UFdXp9X2dUFHRwfi4+Oxf/9+dHZ2Yt68eVqLkaGFIwMAoaGhyMvLY1zvt7/IZDLGxlvQEXUGgKGhIRYsWKCTc4hEIqxatQoWFhY4ffo0bt68qZPzaIPi4mLs378fTU1NWLRoEWbNmvXEBNDrg7CwMNy5c2fYjsrIZDJ29E6LtLW14dSpUzA3N9dU7dU2/v7+mnMdOXIEmZmZOjnPUCGEIDc3F/v374dCocCyZcswbdo0WFpaau0ctLlzzczM4O7ujvT0dERGRlItR+u0t7ezhkJL3J8BsGzZMp06iDweD0uWLMGVK1dw8+ZNVFVVYc6cObRxSmUyGRITE1FZWYmIiAh4e3uzI386wN7eHjY2NsjIyNB675oOdHR0DOtkC32iVCpx6NAhCASCfqdZDwaRSAQbGxvY2dnBw8MDiYmJqK6uxpQpU2hjn1pbW3H58mU0NjZi0qRJcHd318l56HG1/5/g4GDk5eWhs7OTailahzUU2uP06dNoa2vDwoUL9RZzNHHiREybNg1VVVXYvXs32tvb9XLeh0EIQU5ODg4cOAAOh4Ply5fDx8eHdWJ0SHBwMLKysoZlocHOzk7aBvoyCXUtq66uLixZskTnnVcXFxeUlZVh+vTpGD9+PAoKCnDgwAHKRw5VKhXu3LmDgwcPQiwWY/ny5TpzYgCaOTJWVlawsrJCTk4O1VK0jlwuZw2FFlCPPkyfPl2rQ5P9wdPTE8uXL0d3dzf27NmDoqIivZ5fTUdHB86cOYPr168jKioK06dPh5HR4FbIZek/Tk5OEAgEKCwspFqK1lEoFBAKhVTLYDwXLlxAU1MT5s2bB7FYrPPzqR0ZABgxYgQWLVqE9vZ27N69G1VVVTo/f1+0trbi+PHjyMzMxMyZMzFp0iSd31u0cmSAe3+MzMzMYbd0AWsohk5WVhYyMzMRFhamU+/+UZiZmWHNmjWwtrZGbGwsLl++rNfzNzY24ujRoxAIBFixYgXc3Nz0ev4nGQ6HgxEjRiAjI2PYLV3Q1dUFQ0NDqmUwmuvXr6OoqAiRkZGws7PTyzldXFxQWlqq+d3GxgZr166FRCLBiRMnNNmL+qKmpgZHjx6FpaUlli1bBgcHB72cl3aOjJubG7q7u1FZWUm1FK3CGoqh0dDQgMuXL8Pd3R1hYWGUauHxeFi4cCHCwsKQlZWF/fv362Uot6ysDMeOHYO3tzemTZvGjvBRgLe3N5qamtDY2Ei1FK2iVCrZUb0hUF5ejtTUVIwYMUIThKsP1I7M/Y61QCDA8uXLERAQgFu3buHYsWOays26JD8/H6dOnUJISAgmTpyo15hQ2jkyXC4Xzs7OjEh3HQhKpZJ1ZAaJSqXCyZMnIRaLMW3aNKrlaAgLC8OCBQvQ1taG3bt369T5zsvLQ2xsLCIjIxEeHs7GwlCEQCCAg4MDKioqqJaiVbq7u2FsbEy1DEaiUChw7tw5WFpaYvz48Xo9t7e3N2QyGUpKSnp9NnHiRMycORN1dXXYuXOnTtdeu3PnDi5fvozo6GiMGDFC7/aJdo4MADg6OrKGgkXDmTNn0NXVhQULFtAmGl+Nup6DRCLByZMnkZCQoPVp0YyMDFy5cgUzZsyAl5eXVttmGTiOjo7DrqNFCNFaTY8njePHj4PD4WD+/Pl6P/eYMWMA4KGV8V1dXbF69WoIBAIcOnRI6xX0CSG4ceMGbt26hblz5/ZZWV0f0Out8P9xdHREY2MjOjo6qJaiNVQqlV6Cv4YbGRkZqKioQFRUFG2/P/VQbmhoKHJycrBr1y6tTT3cvn0bN2/exNy5c+Hk5KSVNlmGhpOTE6qqqoZN9pJ62oF1ZAZOSkoKGhsbMXPmTEqmem1sbODu7v5IB8XIyAhPPfUUAgICkJ6ejr1792pt5emUlBTk5ORgwYIFlC4ZQUtHxtDQEBYWFsMmToY1FINDKpXi6tWrcHd3h7e3N9VyHkt4eDhWrFgBDoeDgwcP4tq1a0Nqr7i4WOPEMGVdmScBMzMzCIXCYbOOlXq9G3YduIFRVVWF9PR0BAUFwdHRkTIdY8eORXJy8iP3US8FtGjRInR2dmLPnj24ffv2kM6bnZ2NnJwczJ8/H+bm5kNqa6jQ0pEBhtf0ktr7NTU1pVgJc1CpVDh+/DgMDQ1pFRfzOMzMzLB69Wr4+/sjLS1t0L2fhoYGxMXFYfLkyewyAzSDw+EMK/ukrqbOBo/3H6VSiTNnzsDc3BwRERGUahk3bhxu3boFhULx2H1tbGywbt06uLu7Izk5GYcOHRpUokJlZSWSkpIQHR1NCweY1o5MeXn5sEhzVPd42AUj+09sbCw6OzuxcOFC2sXFPA4ul4vIyEgsXLhwUL0fmUyGs2fPYuTIkZSlmbM8muHkyLDrwA2cEydOgBBCSVzMg4wdOxadnZ39tjFcLhfTp0/H7Nmz0dzcjJ07dyI3N7ff52tpaUFsbCzGjx+vt/Tqx0HbN4S9vT1kMtmwWHuprq6OcS9jKikoKEBJSQkmTpzI6Ok4W1tbrFu3Dm5ubv3u/SiVSsTGxsLe3h4hISF6UsoyUBwdHVFXVzcsqpA3NjayVccHQHp6Ourq6hAdHU2LzmlISAiEQuGAa1o5Oztj/fr1sLOzQ3x8PE6ePPnYNG2FQoGzZ8/Cx8cHfn5+Q5GtVWj7duXxeLC1tR0WcTKNjY1sMbx+IpfLERcXBzs7O73WY9AVXC4X0dHRmDVr1mN7P4QQXLp0CYQQTJo0ie0l0xhjY2OYmppSVj1Vm0ilUraGTD9paWnBtWvX4OnpCRcXF6rlAACEQiHGjx+PuLi4AR/L4/Ewb948TJkyBdXV1fjtt996FNi7H5VKhQsXLkAikWDs2LFDla1VaOvIAPfiDYbDiExzczObet1PTp06BS6Xizlz5lAtRau4uLhg/fr1sLW1RXx8PA4dOtRrvaacnBxUVlZixowZ7AKjDGC42Ke2tjZGj3zqC5VKhRMnTkAoFGLKlClUy+nB1KlTkZCQMOjCd97e3li7di3MzMxw9uxZHD9+vNfocXp6OlpbWzFt2jTazTDQS80DiMViyhfn0wYymYwN9O0HqampaGhoGLYvch6Ph/nz52PmzJlobW3F7t27kZycDJVKBZlMhuTkZERGRrK9Y4YwXOxTZ2en3tctYyKJiYlob2/H3Llzafcinzp1KlpaWpCamjroNkQiEZYsWYLJkyejvr4eO3fuRFpaGoB7o3apqamYPHkyLYPCaf22MDY21iyIpUZt9FtbW9HV1QWlUtnrp7u7W/Pv/T9cLhcGBgYwMDAAj8fT/Mvn8yEUCiESiSASiWBoaAhDQ0OtvUwVCgWbefIYpFIpbty4AW9v72FfL8XV1RXr16/HlStXcPv2beTm5sLc3BzOzs5wdXWlWh5LPzE2NkZtbW2PbSqVCm1tbWhra+thk7q6unrYpfvtk1KphEqleqh9EggEveyTSCTSin1SqVTo7u6GtbX1kNsazlRXVyMrKwshISG0dPpGjx4NY2NjxMXFYfTo0UNqy8fHBx4eHoiLi8O1a9dw9+5diEQi+Pn50bYMBO0dmYaGBvz666/o7u5+ZMVUdTwBh8Pp9cPlcsHhcEAI0fyoVKoevz8sO0ptXNTGxNDQEGKxGBKJBCYmJjA3N4epqelDjYpCoQAhRG+LiDER9RIEIpEIUVFRVMvRC1wuF5MmTUJwcDBOnTqF5uZmRqWZs9wbkUlNTR2SfVLbpvvtU1+26VH2Sd0ZUzs5avtkamoKMzMzmJmZPXQEQV240d7efojfxvBFqVTi7NmzMDMzG7KToCv4fD4iIyNx8eJF/PWvfx1yezweD9HR0airq8Pp06dhYGBA22sHaO7IGBkZobu7G76+vjAyMoJYLIZYLIaJiQmMjY11MrynVCrR2dmJjo4OtLa2orm5Ga2trWhvb4dMJkNzczPq6uo0vaj74fF4EIlEEIvFMDc37+G9sj2eh5OcnAyZTIbly5fTbshW15iYmIDP5yMgIICdUmIY6rXTvL29e9knIyMjndknuVyOjo4OtLW1QSqVorW1FW1tbejo6IBUKkVtbW0v+8ThcGBgYABDQ0NIJBKNfVKnXtMh+4auxMXFQalUYt68eVRLeSTR0dF4++230dzcrLVQBjMzMxgYGCA8PJzWmW20dmQEAgFUKhUmTJigtxccj8cDj8eDsbFxv6aD5HI5pFIpmpqaIJVK0djYiNbWVjQ0NCArK0uz32+//aZxcGxtbeHs7MzGzeBeoGFmZib8/f0prw5JBVlZWSCEICAggGopLANEIBBoKqbqCx6Pp3GY+tM5ksvlaGxs1NimpqYmtLa2ora2FpmZmZr9duzYAbFYDAsLC9jZ2cHZ2Zm2S4Lok/r6ehQVFWHMmDG072isXLkSr732Gg4ePIg//OEPWmkzPT0dEokEHh4eWmlPV9DekQHuTc/QtccgEolgZ2f30KmjEydOoKGhAa6urmhsbER5eTkKCwuRlJQEDocDgUAAiUQCJycn+Pj4wMzMTL8XQDHnzp0Dn8/HhAkTqJaidzo7O3Hz5k1ERUU9cSNRwwGBQIDOzk4QQmibKi8SieDg4PDQwmUHDhyAXC6Hg4MDmpqaUFJSgry8PAD3RnGEQiFMTEzg7OwMX1/fJ865iYmJgVgsxqhRo6iW8lgcHR0xbdo0/P7771pxZNra2nD79m3MmzePtve3Glo7Muq4k8GmlNGB9vZ2WFhY9ErXa2lpQVlZGaqrq1FfX4/bt28jLS0NXC4XJiYmsLe3h4+PD2xtbSlSrnvy8/PR0NCAmTNnPpEv8pycHJiZmdGmHgXLwODxeJqYFgMDA6rlDIqOjg44ODj0is+SSqUoKytDTU0N6uvrcevWLdy8eRMGBgYwNTWFg4MDfHx8hnUSQ1paGtra2rB48WKqpfSbtWvX4umnn0ZpaemQ7UpGRgacnZ1pG+B7P7R2ZNQODJNTcWUyWZ83lImJCQIDAxEYGKjZ1tTUhNzcXJSXlyMvLw9ZWVngcDgwNjaGra0tPDw84OrqOixe+iqVCpcvX4aNjc0TmalDCEFOTg5GjRpF+94OS98olUpNwC5T6ezs7LOzpA4SDgoK0myrq6tDXl4eKisrkZWVhYyMDHA4HEgkEtjZ2cHLywsODg6M/j7UKBQK3LhxA25uboyKb1yyZAmef/557Nq1C2+99dag21GpVMjLy6NdvZyHQWsPQV3+m4556/1BpVJBqVT2OyPA3NwcY8eO1VRNlMlkyM3NRWlpKcrKylBQUADgXpChtbU13Nzc4OXlxUhHT128adasWVRLoYTa2lq0t7ezaykxGLlcDpFIxFhHtK2tDYSQfpc7sLa27vFSb21tRW5uLsrKylBUVKSpWG1kZAQbGxu4u7vD3d2dkfYpJiYGHA4HU6dOpVrKgJBIJFi8eDF+//13vPnmm4O+N0tLS2FgYEDpqt4DgdZ3WGdnpyagjonU1NQAwKBvBiMjI4waNUozP6tQKFBQUIDi4mLU1dWhtLQUly5dgkgkgpOTE0aOHEnLGgcPIpVKkZeXh1GjRtE29knX5OTkwNPTk5FGnuUeCoWCsZ0sACgvLweAQQfZSyQShIWFISwsDMA9xy4/Px8lJSWorq5GcXEx4uLiYGRkBBcXFwQHBzMiBrCyshKVlZWIjIxk5PO5bt067N69G7du3dL8bQZKdnY2fH19GeOk0/qv1NnZyeg1isrLy8HlcrVm7AQCAfz9/TVrEKlUKpSUlCArKwslJSXIz88Hj8eDnZ0dAgMD4ezsTEsn8Ny5czA0NMSYMWOolkIJXV1dKCgooH06J8ujYbp9qqqq0qojJhKJMGLECIwYMQLAvam3wsJC5OTkIC8vD9nZ2RAIBLC3t0dQUBBtVk6+H5VKhfPnz8PU1JSxa71Nnz4dtra2+P333wflyMhkMpSXlzMqAYN1ZHRIVVWVTtdY4nK5muFbAGhoaMDt27dRVlaGc+fOgcvlwsLCAgEBAfDx8aGFU5OVlYXm5mbMnz+faimUUVhYCIlEMqwDJZ8EmG6f6urqYGJiorP2eTwefHx84OPjA+DeCPWdO3dQUVGBkpIScLlcWFtbY8SIEXB3d6eFfbpx4wbkcjkWLFhAtZRBw+PxsGrVKuzevRufffYZ8vPzUVNTg66uLlhYWCAoKOiRDmxubi7s7e0Ztf4W68jokKamJr3OMVpaWmqCs2QyGTIyMlBQUIBLly7h8uXLsLKyQmBgILy8vCgxGkqlEklJSXB0dHyiK4nm5OTAz8+PMcO2LH3DdPvU2tqq1/pFtra2msBidWpvUVERLly4AC6XCxsbGwQFBVEWNyaTyZCenj4symAsXboUX3/zLdx9giE0c4XA1Bng8NAtb0BbZTpWr1yGl7Y82ysRRZ2EEB4eTpHywcE6MjpCpVKhs7OTstRaIyMjjBkzBmPGjIFCoUB6ejry8/MRHx+PhIQETU/Iw8NDb07NxYsXQQhBdHS0Xs5HR6RSKerq6jBjxgyqpbAMESbbJ5lMhu7ubnh5eVFyfrFYjPHjx2P8+PGQy+VITU1FYWEhYmNjweVyYWtri+DgYL1mNMbExIDH42HSpEl6O6cuOHHyFDa/+Ge4TnoJThEvQGjacwqvW9GOs7cPYPeUhVi3cj7+9cnfNZ2q6upqyOVyuLm5UaB88NDakZFKpTod+tQl6sUu6VARUSAQYPTo0Rg9ejTkcjlu376N/Px8XLx4EfHx8XBxcUFERIROhxLr6upQXFyMsWPHMjpAcqiUlpbC0dHxiQ1yHk5IpVLGZHU8SH5+PjgcDi1Si0UiESIiIhAREQGZTIa0tDQUFhbi3LlzMDAwgLu7O8aNG6fTyrolJSWora3F9OnTaTHFNVj27NuP1979HJ5rz0Ao6btIq4HAGLbhT8M6ZA0On3kFNc+8gF9/+h4cDgelpaVwc3NjXF0kWjsy9fX1CAkJoVrGoCguLgafz6dd1LtIJNKM1Mjlcly/fh35+fnYs2cPTE1NERoaCm9vb62fV10hc+TIkVpvm0nU1NSwC4gOE+rr6xl7P5eXl2vWiqITRkZGmpGa9vZ2pKSkoKioCPn5+bCwsNCJZpVKhbi4OFhaWtKi4zlYrl27hr+89Q94rTsFvuHjM9G4Bnw4z/0PLh/fjH9++gXefvM11NTUwNfXVw9qtQttXc/u7m40NTUxNiCypqaG9mspiUQiREZGYuPGjZg2bRo4HA7i4uLwyy+/4NKlS5DL5Vo5T1paGtrb25/46RRCCGpqahhRKZPl0chkMshkMkaUO+iLxsZG2ttWY2NjTJ06FRs3bkRkZCS6urpw9epVAPfWAFIoFFo5T2JiIrq6ujBz5kyttEcVb7z7MRxmfdMvJ0YNh8OB85xv8e0P/0NbWxvq6uoYWU2eXsMF99HQ0AA+n8+oyOn70Xcg3VDx9PSEp6cn2trakJycjNzcXGRnZ8PKygpjxozpd9GsB1GpVLh58yZcXV1pbzh1jXqFYtaRYT51dXUwNTVl5DSpSqWCTCaDs7Mz1VL6BZfL1ZSdSEhIwCeffIKCggJs374dtra2GDdu3KBfvnK5HNnZ2fD392f0OlIlJSXIL6mBz9TRAz7WgC+Cme8C/O/nX2BhZkr7Dnhf0NaRqaqqgp2dHSMzO6gOpBsKYrEY06dPh0qlwt27d5Geno7Tp09DKBTCz88PYWFhA5ouu3r1KlQqFWNKXeuSuro6WFhY0G66kWXgVFVVMTbzrra2FsC9zgvTUHdsFy1aBC6Xi8zMTBw7dgyGhoYIDAzEqFGjBhTjcunSJXC5XIwfP15XkvXCv7/7L0yDNw76ePOQTfjuxzX49otPGPnOpa1FraqqomXBpP5Ap0C6wcLlcjXFrRoaGpCcnIzbt2/j9u3bsLOzw7hx4x57fUqlEllZWfD29mZkz1XbNDU1DbqKKgu9qKqq6rEOEZMoLCwEj8djdMA5l8tFaGgoQkNDUVNTg+TkZNy4cQM3b96Es7Mzxo0b99gU6vb2dhQXFyM0NJTRAb4AkJRyEybj1g76eENzV0ibWxmbdk5LR0alUqGqqopxuexq6BpIN1gsLS0xd+5cKJVKpKamIisrC0eOHIFYLEZERMRD6z5cunQJADBx4kR9yqUtTU1NjI2pYPk/FAoF6uvrGTsiU1VVxdgp+76wtbXFwoULNQs95ubmYv/+/TA1NUVkZORDO8RxcXHg8/kIDQ3Vs2Lt09LSDEvR0DJ8uTwRY51bWjoy5eXlEAgEsLCwoFrKoGhoaGD0aMzD4PF4mjTuiooKJCYmIjY2FkZGRoiIiOgxVC2Xy1FQUIDAwEB2KuX/I5VKGTndyNKTwsJCWFhY6LRqty5pbm7WSWYi1QgEAk3GU1FREZKTk3Hy5EmYmJhgwoQJPWKCmpubUVlZiYiICMaPxgCAkZExVIoOYACBvg+iVHQwNqOSlm+Y7Oxs2pTUHygqlQodHR2MCaQbLI6OjlixYgVqampw+fJlXLhwAUlJSRg7dix8fHyQkJAALpeLcePGUS2VNjQ3NzMykI6lJzk5OYxMUQXudTCUSuWwX3VdvXRLeXk5rly5gjNnzkAsFmPChAlwdXXFxYsXIRQKGTs9+CBenu7IqsnsVfyuvyjlLeCim7FT37RzZGQyGUpLSxn7AiwpKQGAYdnj6QtbW1ssW7YM9fX1SEhIQHx8PJKSkqBQKBAWFsZIZ1RXqFQqdnSK4TQ1NaG+vh6zZs2iWsqgyM7OBofDYWz84UBxcnLCU089hcrKSly5ckWzYG1HRwcmT55MtTyt8fILf8CaLf+Apc/gqqbXp+/B2NEhjLVPtHvL5OXlwc7OjrEVfXNzcyESiZ644FYrKyssXboUy5YtAyEEAJCZmYmCggKKldEDQggIIaxjx3BycnLg7u7O2KUJioqKIJFInrj70MHBAStWrMDChQs19bFu3LiB8vJyipVpBxcXF9QV3YJcOvDrIYSgMe1XTI5k7jQbrVQTQpCdnQ0/Pz+qpQyaJ71yq0gkQldXFwIDA2FsbIwLFy5g165dKC0tpVoapahUKgBgZGojyz26u7uRm5vL2Gkl4F4hvOE+7f0oDAwMQAhBWFgYDAwMcPr0aezbtw81NTVUSxs0J06cwMiRI2FA5Cg98xeQ/29r+kvtjZ8wNjwIpqamjLVPtHJkampq0NHRwbgFq9TI5XLI5XJGG7qhkpCQAB6Ph4iICCxduhSLFi0Cn8/H2bNnsXfvXk0NiycN9SgVU3s8LPfWyeLz+YydlmlsbER3dzejCnVqm4SEBBgaGiIsLAwrV67EnDlz0N3djWPHjuHgwYNoamqiWmK/6ejowJYtW7BgwQJEREQgNycLsyd4oOzMKyCq7n61UX97PziFe/DDvz8Hh8NhHRltoK45wtR5upycnHsln5/QHo9MJkNZWRlGjhypeWHb2NhgxYoVmDt3LlQqFY4ePYqTJ09qbfkDpqAekWEdGeaSlZUFX19fxhr7u3fvwsDAgLEBnUOloaEBDQ0NPeIvnZycsHr1akRHR0Mmk+HAgQOIjY2FUqmkUOnjKS0tRUREBH766Sf85z//wbFjx2BtbY1t//kKc0ZbIn/PYkiLkzQdqAfpaCxC2bnXISr5DZfjzsLIyIjRtok2HkNTUxMKCwuxbNkyqqUMmsLCwidy/lnNpUuXwOPx+lzo09HREatXr0ZmZiaSk5Px+++/Y+TIkQgPD38ivi92aonZVFVVoaamhtEVqsvLyxlb0kIbJCQkQCQS9ZmIoc5yunXrFm7duoXt27dj9OjRtFwU9Pr165g/fz5EIhGuXbuG4OBgzWdcLhfffPkpliQk4J+f/wd3zv8VJgErwTNxBofLR5esHvL8YxBzW/DOy89h1aqvIBAI0NTUxGg7TBtH5tq1a/D19WV0empDQ8MTO2wrl8tRWlqKkJCQRz4QgYGB8PX1xeXLl5GWloasrCxMnjwZrq6uelSrf9ipJeZCCEFKSgpGjhzJ2EKXKpUKLS0tiIiIoFoKJUilUtTX1z82Uyk0NBQjRoxAXFwcUlJScOfOHUybNo02xQ8PHz6MtWvXYuTIkTh69OhD15iKiopCVFQUKisrceDgIZRV3EWnogu2fuaY8/Y/ehUBJIQwupNFC0emoaEBFRUVeOqpp6iWMmhqamqgUqmGTV2CgZKcnAwul4uwsLDH7svj8TBlyhSEh4cjJiYG586dg6WlJWbMmDGsKo7eDzsiw1wqKirQ3NzM6Gc7Ly8PAODv70+xkoHT3t6O3bt2YtfOH1FZUQVzUx7Wrl6IGTPm4IUtf4GPj89j20hMTIRAIOjXvgKBADNnzkRDQwPOnz+PEydOwM7ODjNmzKC08u3WrVvxxhtvYOXKlfj111/75VQ7ODjg5Zf+9Nj9VCoVoztZtFAukUjA5/MRHx+PlpYWquUMioyMDAgEgmH7In4UKpUKBQUF8PDwGNDDIJFIsHTpUsycORNtbW3Ys2cP4uLiNC/94YQ6HV+hUFCshGWgmJubgxCC+Ph4tLe3Uy1nUOTk5MDY2JhR8YcdHR348yvPISzEC4VpX2PbeyKkHvNHeeIkXNrpiVCXJDyzIRrTp47FjRs3HtqOUqlEZWXlgEfLLS0tsXLlSkRFRaG+vh6///47kpKS9G6fCCF499138cYbb+Cdd97B7t27tT4yKBAIoFAoGGt7aeHICAQCrFixAiYmJjh48CCKioqoljRgKioqBr2UPNPJyMhAd3f3oFeQdXV1xbp16zBq1Cjk5+dj+/btyMrK0rJKauHz+RCJRIx11J9kjI2NsWLFChgYGODAgQOorKykWtKAqa+vZ1QSQmNjI6ZPjYC14BKS9/vhvRcd4OJgqBnRNDI0wLLZNjj7kxc+fIFg47r5OHnyeJ9tpaSkAMCg11Ty9fXF008/DV9fX2RkZOC3337T2zuKEII33ngDn3zyCT777DN8/PHHOhk5EYvFIIRAJpNpvW19QAtHBgCEQiEmTpyIqVOnIi4uDpmZmVRL6jfqtOsnNT7m9u3bsLa2HtKwK5fLxZgxY7Bu3TrY2Njg8uXLOHjwIGMfrL6QSCRobW2lWgbLIDAyMsLUqVMRERGBs2fPMqrQY0NDA5RKJWOmxuRyORYtiMbmpQQvb7CHgP/o19QofwlO/OiFd998DomJib0+z8nJgaur65BGo7hcLiZNmoTVq1fD1NQUsbGxOHbsmE5HWAkheOedd/DZZ5/h66+/xmuvvaazc3G5XBgbGzO2o0UbR0aNm5sb5syZgxs3buD69esPTR+jE3fu3Hli064rKyshk8kGPRrzICKRCPPmzcOcOXPQ1taGXbt2IS0tTSttUwUhBO3t7eDxeKwjw3B8fX0xffp0XLp0CXfu3KFaTr+4ffs2eDweY9Kuv/n6c0wc2Y7ls636fYyNpQC7PnfDs39c02N6JCcnB0qlUmv2SSwWY/HixZg2bRrq6+vx22+/ITs7WyttP8gnn3yCf/7zn/jiiy/w8ssv6+QcwD371NraCqFQyFj7RMsJUzs7OyxcuBCnT5+GTCZDZGQkrQOR8vLyYGVlRWuNuiI5ORnGxsZan1ZzcnLC+vXrERcXh2vXriEnJwdz5sxhTAySupxATU0N6uvr0dnZCYlEwq5+PQxwcXHB3LlzcfbsWbS3t2Ps2LG0DuIuKSmBo6Mj1TL6RXd3N37b8V/E/Ow24GPdnQ0R4i9ATEyMZi2smzdvwsLCAmKxWKs6PT094erqipiYGFy6dAl3797FnDlztBYMvGvXLrz33nv48MMP8ec//1krbaohhKChoQGFhYWora1FQ0MDFAoFzM3NGZs9yiE0HvJob2/H6dOnYWdnh8jISKrl9IlMJsPOnTsxbdo0eHp6Ui1Hr6ivfcKECQgMDNTZeaqrq3Hu3DkoFAqEhob2KzOKClpbW1FQUICCggJIpVK4uLjA0dERlpaWsLS0ZFSgJcvjkUqlOH36NHx8fBAeHk61nD6pr6/H4cOHsXjxYlhbW1Mt57GcPn0a+359BT98MLjR7Zt3WrD1d2OcOBWPuro6HDlyBHPmzIGTk5OWlf4fpaWluHDhgmbkZ6i28MqVK5g2bRpWr16NX375RWtOslQq1dintrY2uLm5wcHBAZaWljA3N2e0faK1cmNjY8yaNQuHDx+GjY0NLUv/p6amgsvlwt3dnWopeicpKQk8Hk/nKZ12dnZYt24dLl26hJs3b6KgoABz586FsbGxTs/bHzo6OlBYWIj8/HzU1dXB0dERQUFBcHNze+IWDn3SMDMzw6xZs3Ds2DHY2NjAxcWFakm9uHXrFgQCASOcGAA4dGAHnpoz+NGTsCAT5OdlQqFQICkpCSKRSKdODHBvhG7dunW4cOECEhMTkZubi9mzZw9qdKagoACLFv0/9u47rq3r/h//S0KbJfZeZtqYZRsMeGAb44Gx8cA7dtw03+x+0iRN27RNmrRN05G2aftpmqaZjvde2MYYMB6AwTbTTLP3FksIIXR+f/iHPsHGNkPi6uLzfDx4xBG6976vkI7e99xz3mc9wsLC8J///GfSSUxvb6+mfero6ICzszPmzp076TFD+kbvz8TY2BiRkZG4dOkSrKys9K4yZUVFBWxtbZ+620pqtRpVVVXw8vKaknPncrlYsmQJvL29kZCQgAMHDiAsLAyzZ8/W+bFH09bWhtu3b6OmpgY2Njbw9PTEihUrWFswjZoYc3NzLFq0CMnJyYiLi9P6LYzJqqurY9Xade1tLbCzmtwFgNSYi8TERJSXlz+xAJ628Hg8rFy5EtXV1UhKSsK+ffuwZMmScd1K7urqQkxMDMzNzXHixIlJXQg1NTXh9u3baGhogL29PXx9feHq6sraVdufRO8TGeD+eInhaosbNmzQm6Shu7sb/f39rC5bPlHZ2dlQq9Uj1i2ZCnZ2dti9ezeSkpKQlpaGkpISrF27dsp6P2QyGW7duoXq6mr4+vpi+/btevflRU0tDw8P1NfXIzU1FdHR0XozXqahoQEqlWrC046ZoI0Ks93d3YiJiQEAiMViODs7w9nZGU5OTpp/D/+4ublptWfCxcUFu3fvxoULF5CcnIzi4mKsWrXqiccghODll19GQ0MDbt26NeEL9ra2NmRlZaGpqQl+fn5YunQpJBLJhPbFJqxIZABg7ty5qKmpQXZ2tt6Mkbh9+zZ4PJ7Ouy71UUFBAezs7Bi5fcLlchEVFYWamhpcvnwZ+/btw6pVq3S6KrFCoUBWVhZKS0vh5eWFbdu26cWtLUo/hIWF4ejRoygqKtKbMgzZ2dkQiUSQSqVMhzJm5uaWaG6rgKfrxL981RxD/PznP4JQKIRUKkVNTQ1qa2tRUFCA8+fPo6mpSfPc4ZWw58+fr/lxcnKaVDLF4/Gwdu1alJaW4urVq9i3bx/Wrl0LCwuLR27z3Xff4eDBgzh48OCoa0E9SV9fHzIyMlBVVQVfX18sXbqU0SrEU401iYyBgQEWLVqE+Ph4zJ49Wy+6yGpqalgzG0CbmpqaMDAwwPi6Lc7OznjmmWdw+vRpnDt3DoGBgQgJCdHqMdRqNUpKSpCZmQkbGxvExcWxej0wSjcEAgEWLFiA69evw9vbGwYGBkyHhMbGRr0cV/g4a9fvwNFj72DhvIlNFc8t7oGVtT3c3NzwzDPPjNobMTAwgLq6OlRXVyMnJwcZGRk4evQo/vKXvwC4PyZvuKbZsmXL4OXlNaHExsvLCw4ODjh9+jQOHjyI/v5+DAwNoquvB5am5giZOw9LlixBeXk5Xn31VTz77LPjXqZHrVYjPz8fd+7cgYuLC7Zu3fpU9hDr9ayl0Zw5cwYuLi6Mr0ra3t6O48ePs2Y2gDadO3cOHR0d2L17N9OhaKSlpaGgoACWlpZYt26dVrqLu7q6kJycDIVCgfDwcNZOTaSmBiEER44cQVBQ0JjW9NGlyspKJCYmPvLLXF+pVCrMnuWCK995wMRo/J/hH/22FpYu6zFnzlxs3bp1XNs2NTXh5s2byMjIwLVr13Dz5k2oVCrY29tj6dKlWLZs2bh7fisrK/GXf32CQyeOwWT1TIgC7GEgEUDVo4AqtQqqwlYM9Q6AzzFATk7OuMpLtLW1ITk5GRwOBwsWLNBpj7S+Y02PzDB/f3/cuHEDfn5+jI6VYdtsAG1Rq9VobGxkbJDto4SHh8PJyQmXLl3Cd999hzVr1sDa2nrC+6urq8Ply5fh7e2N4ODgaTXCn9INDocDPz8/5OXlwdPTk9GxMnl5eTA0NGRVEgPcvy2zY+cP8N8jx/HWc+P7Ym5oHkBathyvL5kxofZpuH5ZbGwsgPszfq5fv47k5GQkJyfjwIEDAIDIyEg888wz2Lhx42MTj5OnTuLVX70F8x9HYPatn8JAxB/5hGfDoWzpQe1nVzBwqgRNTU1jTmTKy8uRmpqKwMBABAYG6s24Uaaw7uydnZ1hYGCAiooKRuOora19Kiv5FhYWghCiN+OUvs/JyQk7d+6ERCLBqVOncOfOnXHvgxCC/Px8XLp0CeHh4QgLC6NJDDVmXl5e6OvrY3Q9JrVajZaWlgmNtdAHb/3kHZy7aoCLqR1j3kbWPYjtb1bipVd+orWSEEZGRli1ahX+9Kc/4datW2hra8N///tfqFQq7NmzBzY2Nti5cycuXrwIlUo1YtuTp07itd+/A/f4F2GzI/jhJOb/J7A2hvt7a2H3eRyWxq564hpOhBBkZWXh6tWriIyMxJw5c576JAZgYSLD5XI1Vz1M3RUbng2gj1/mulZQUABzc3O9rZEiEomwdetW+Pj44NatWzh9+vRDjcyjDA0NITU1Fbm5uYiJiWH89gDFPjweD76+vsjLy2MshtLSUhBCEBgYyFgMk2FoaIjTZy/j918o8O2JFqjVj2/ny2vkWPtiOd762Z9gZmaus3IY5ubm+OEPf4iUlBRUV1fj3XffRXZ2NlavXg1HR0e88cYbuHPnDsrKyvDquz/BjKM/gMBqbD0sJvNcYfPP9VgVtw5DQ0OjPkepVOLSpUuaWjP0Vvf/YV0iA9y/6pHJZOjs7GTk+FlZWRCLxayaDaANcrkc3d3d8Pf3ZzqUJ1q8eDGioqLQ2tqKffv2ob29/bHPl8vlOHfuHDo7O7Fhw4ZJ3Zainm6zZs1CXV0d+vv7GTl+bm4upFKp3l5sjIWtrS2Sr9zErQpfhG4pxiffNKJdNqj5vVpNkHCtHZv/pxLPv9eFv/xjP5ZHrYRCoUBwcLDO43N2dsY777yDu3fv4vbt29i+fTsOHjyIuXPnImzZIpi/tXjMScwwaZg7iJ8lEhISHvpdd3e35qJs/fr1rFk3a6qwss+cz+fD1tYWDQ0NMDc31yw/3tfXB6VSOeqPWq2GUCiEQCCAUCiERCKBkZERjIyMxvWBV6lUaGlpYVVtBm25c+cOuFwua9YLcnNzw44dO3Dq1CmcOHECERERo/aytLa24tKlS7Czs8PixYvprSRqUiQSCczMzNDY2IgZM2aAEILe3l709/c/1C4NDAxoVlAebpsebJ/4/NFvS4ymt7cXXV1d06K2lYmJCb78+hDa29vx9VefI/bVr9DfL///e+K5CA0Nw/t/+Kkmcbl06RIEAoHW1317HA6Hgzlz5mDOnDn485//jHPnzuGZV38Iq/VBE9qf9P/Nx0cf/gXR0dGaxxoaGpCYmAhPT0+EhobSW0mjYG2LbW9vj6KiIlRXV6O9vR0DAwMQiUQQCASj/vB4PPT390Mmk0GpVEIul6OnpwcqlQpCoRA2Njawt7eHnZ0dLCwsHvlmuXXrFgAwPmuKCWysYiyRSLBt2zZcunQJV65cQXt7+4hp4+3t7YiPj0dgYCACAgL0ppgZxW729vbIycnB3bt30d7ejsHBwYfap+ELq+ELqeH2aWBgAH19fejt7cXQ0BDEYjFsbW1hZ2cHe3t7mJmZPfJ9evPmTfB4PNaOjxmNhYUFfvL2O/jJ2+889nl1dXWMLhXD4/HQ1d0Nxx1h4Aom9tVqHOSM0vbTqKurg6OjIxoaGnDx4kWEh4fDx8dHyxFPH6xNZGbNmgUejwcDAwMEBwfD3Nx83FfShBAMDAygu7sbjY2NaGhowO3btwHcryA73HBYWlpqGo6SkhLY2dk9dVftMpkMCoWClT1RXC4Xq1atQmZmJnJyctDe3o7o6Gj09vbi/PnzCAgIYO14Ako/zZ07F8XFxRAKhQgLC4OZmdm4a8sMt08ymQyNjY2oqalBZmYmDAwMNO2Tg4ODJrEZXjZkxowZOjor/VVXV6cX4xaLK0rB85tcj5DAywrV1dUQiUSaSQc0iXk81n4bCwSCSU8B5nA4EIlEEIlEsLa2RkBAANRqNTo6OtDQ0IDGxkZkZ2dDLBbD29sbJiYmGBgYmPKy/Prg9u3b4PP5rK5VEBISAgsLCyQnJ+PgwYPgcrlwd3enSQyldUKhcNK9tsPtk62tLWxtbREUFAS1Wo3W1lY0Njairq4OWVlZMDExgbe3NwghGBoawvz587V0FuyRnZ0NiUQCExMTRuPo7uuFgWSSY5NEPJw/fx7l5eUICAigScwYsDaR0RUulwtLS0tYWlrC398fKpUK1dXVKC4uxq1btyAQCB45qnw6q6mpmRbTzd3d3WFsbIyzZ8/CxcUFYWFh9HYSxRpcLhc2NjawsbFBYGAgBgcHUVFRgZKSErS2tkIkEqG/v5919WMmQ61Wo7m5Gb6+vkyHAgsTKVTdVZPaB1euAiEEM2bMoBdZY0QTmSfg8Xhwd3eHu7s7uru7UVhYiPPnz8Pc3Bx+fn5wdXVl1ZiRiWhpacHg4CArbys9iBCCwsJCWFhYYMmSJTSJoViNz+fD29sb3t7ekMlkKCgowKlTp2Brawt/f384OjpO+/d4RUUF1Go1goImNsBWm4ID5+LwqWvAtoktlULUanTeqkRg7GsIDw+f9n87bWHdEgX6QKlUori4GPn5+ZBIJFi8ePFjFwRju6SkJNTW1mLPnj1MhzJp+fn5yM3NxYYNG+iij9S0pFAoUFhYiLt378LMzAyLFi2a1uuDnT17Ft3d3di5cyfToWBoaAius70wI/kV8EzF496+PbEQ4n/m4Up8ol6sJ8gW07srQUcEAgH8/f2xdetWODg44NSpU8jMzBxz4TW2qa+vn9IpjbrS0dGBzMxMREVF0SSGmrZEIhHmzJmDrVu3QiqV4vjx48jJyYFarWY6NJ1obW3Vm9veBgYGeO6ZZ9G2P2tC27f+8yp+986vaRIzTjSRmQQej4eQkBCsX78e9fX1OH78OBobG5kOS6sUCgUUCgVmzZrFdCiTQgjBtWvXMHv27GmRlFHUkwgEAixcuBDR0dEoLS3FyZMn0dbWxnRYWtXW1gaVSgU/Pz+mQ9H40YuvoOfrW+gtHN8yFc1702GvMkZkZKSOIpu+aCKjBRYWFoiNjcXMmTNx4cIFXLt2TVPkiu3y8/PB4XD05opnooqLi9HX1zctxvlQ1HjY2tpi06ZNcHFxwenTpzWrOk8H+fn54PP5elXp1tLSEucOnkDd7gPoya0d0zYt391E7z8zcPn0eR1HNz3RREZLuFwu/P39ERcXh+7ubhw5cgS1tWN7E+uzyspKmJubs3pAs1wux82bN7Fw4cJxVUmlqOnCwMAA8+bNw4YNG9DY2Ihjx46hubmZ6bAmrb6+Xi+XE/H390fisXNofeEE6t4+jb6SpoeeQwhBR0oxKrd9g8HP7yDpzMVpPZZJl+hgXx0ghKCkpARpaWkIDQ1l7W0ZtVqNL7/8EsHBwayeBpicnIyhoSFERUUxHQpFMU6tVqOgoAC3bt3CkiVLWFtAT6FQYO/evYiKimK0ou/jKJVKHD9xAn/69G/o5PRDPMsOMOQBXUp03azAPL8gLA4Kxfz587Fo0SKmw2UtOv1aBzgcDnx8fCCVSpGQkICenh6EhISwbipdRUUFCCGsTcSA+xU/q6ursWXLFqZDoSi9MNx7LJVKkZSUhJ6eHvj7+7OufSosLASHw9HrVaAFAgG2b9uG7du24d69e6iqqoJcLoepqSlm/X4WZDIZbt68+VQWMdQmmsjokK2tLWJjY3HhwgX09vZi6dKlrLpFU1xcDIlEwtpVdAkhSEtLQ3BwMJ2lRFEPcHZ2RkxMDC5evIje3l7W1S0pLy+HVCplTZvq4eExYsFdlUqlWUeJrW2svmDHO4DFpFIp1q9fD5lMhsuXL7OqKnBLSwucnZ2ZDmPCqquroVQqMXPmTKZDoSi9ZGVlhfXr16OmpgbXrl0DW0YaqNVqyGQyuLu7Mx3KhJWVlUEkErH21p4+oYnMFBCLxVizZg16e3uRmJjIimSmvb0dKpVq0utZMSk3Nxd+fn7jXqyPop4mxsbGWLt2LRobG5GamsqKejPV1dWsvu2tVquRl5eHgIAAVvWC6SuayEwRkUiENWvWoL+/H5cvX9b7K5/8/HzweDyYm5szHcqENDc3o6Ojg/bGUNQYGBkZISYmBi0tLazomSksLIRYLIZIJGI6lAmpqamBSqVidY+SPqGJzBQSCoWIjo5GZ2cnsrOzmQ7nsfR1WuNYFRYWwtvbm957pqgxMjQ0xJo1a1BTU4OSkhKmw3ms1tZWODg4MB3GhN29exezZs2ivcVaQhOZKSYUCrF8+XLk5OSgoWF8lR+nilqtRl9fH1xdXZkOZUIUCgUqKirg4+PDdCgUxSqGhoaIjIxEWlqa3lYBVigUUCqV8PT0ZDqUCenu7kZjYyO8vb2ZDmXaoIkMAywtLREWFoakpCTI5XKmw3lIXV0dAMDLy4vhSCamrKwMlpaWrL0tRlFMsre3R2BgIC5fvqyXFcrv3bsHAKztkSkuLoazszMkEgnToUwbNJFhiI+PDxwcHJCUlKR3g+vu3bsHgUDA2tsyFRUV9GqHoiYhKCgIJiYmSE1N1bvxMlVVVTA0NGTNtOsHlZeX0/ZJy2gdGYZwOBwsWrQIJ0+exO3btxEcHDzpfSqVSnR3d6Ovrw/9/f2Qy+Xo7+8HAPD5fE1yMvzv4f+KRCIYGhpqRs83NTWxtjdDqVSipaWFLrxGUZPA4XCwdOlSnDhxAnfv3tXK7MWBgQF0dXVp2qXh/3K53IfapO//VyKRQCwWa9qn9vZ21vbG9PT0oLe3F/b29kyHMq3QRIZBfD4fUVFROHXqFGxsbMZVs2VwcBB1dXWor69HZ2enpoEQCoUwNDSEWCyGWCzWdF8qFAr09PRAqVRicHAQg4ODUCqVmh+BQAArKytYWFigt7eXtVcMTU1NMDY2hpGREdOhUBSricViREZG4vz587C2th7X4P+BgQHU1taioaEBMpkMXV1d6O/v11w0DbdPYrEYhBD09/ejq6tL0y59v40aGBiAWCzWtE8DAwN6Xc33cYYnUdA137SLrrWkB0pLS5GRkYGtW7dCKBQ+8nlyuRzV1dWorq5GfX09jIyM4OTkBHNzc0ilUkil0glNR1SpVOjo6EBrayuam5vR3t4OmUwGCwsL2Nvbw8XFBba2tqyod5Ceno7BwUEsXryY6VAoalrIzc1FYWEhtmzZ8thZNj09PZr2qbGxEVKpFI6OjjA3N4epqSmkUulj27dHGRwcRHt7u6Z96ujoQFdXF6ysrODg4ABXV1dYWlqyon1KTk6GiYkJ5s2bx3Qo0wpNZPQAIQTnz5+HhYUFQkNDRzze2dmJ6upqVFVVoa2tDdbW1nBxcYGrqyukUqnOYpLL5WhoaEB9fT2qqqogFovh4+MDLy8vva7dcPz4cQQGBtL6DBSlJWq1GidPnoSnpyf8/f01jxNC0NbWpkleOjo6YGdnBxcXF7i4uMDExERnMfX29qK+vh719fWorq6GiYkJZs6cCQ8PD70d20cIwb59+xAZGUlvLWkZvbWkBzgcDubPn4/Tp0/D19cXRkZGqK2tRXZ2Ntra2uDo6IhZs2bB2dkZYrF4SmKSSCSatUEWLFiAyspKFBUVISsrC25ubpg5c6be9dL09/ejvb2dNhIUpUVcLhfz58/H5cuX4eXlBYFAgKqqKmRnZ6O7uxtOTk4ICAiAk5PThHpcJsLIyAje3t7w9vaGUqlEeXk5ioqKkJGRAQ8PD8ycORNWVlZTEstYyWQyKJVK2NjYMB3KtEN7ZPRISkoKent7oVQqIZfL4efnh1mzZunVFUZHRweKi4tRWloKiUSCwMBAeHp66kVCU1FRgTt37iAuLo7pUChq2jl//jw4HA66u7uhUqkQEBAAHx8f8Hj6cz3c2tqKoqIi3Lt3D1KpFEFBQXB1ddWL9qmgoADV1dVYs2YN06FMOzSR0SO9vb3Iy8uDqakpvL299aqBeJBKpUJ5eTlu374NoVCI0NBQxmcSpKenY2hoCAsXLmQ0Doqajjo7O1FYWAhLS0t4eHjodVVapVKJ0tJSZGdnw8TEBGFhYYxXKk9OToapqSnmzp3LaBzTEU1kqElRqVQoKChAdnY27O3tsWDBAsZmDCUkJMDe3h5+fn6MHJ+iKP2iVCqRm5uL/Px8uLq6IiwsbMpuzz/o1KlTmD17Njw8PBg5/nTGzopClN7g8XgIDAzEtm3bIBQKcfToUeTl5TFS5K+npwfGxsZTflyKovSTQCBAcHAwtmzZApVKhSNHjqC4uJiRIn+0fdId/b13QbGKWCzGkiVL4OXlhWvXrqGiogJRUVEwNDTUyv4HBgYgk8nQ19c34kcul8PAwAACgYA2FBRFjcrIyAgrVqxAdXU1bty4gYqKCixbtkxrMzAVCsWo7VN/fz94PB74fD4GBgZo+6Qj9NYSpXUqlQrXr19HXV0doqKiJjxKv7u7GxUVFaitrUVTUxNEIhGMjIxgaGio+ZFIJBgaGsLAwADMzc3h5OSkFwP7KIrST0qlEikpKejs7MSKFSsmXMW8o6MDlZWVqK2tRWtrKyQSyYi2abjw33D7ZGNjo3czPacLmshQOkEIQUFBAbKysrBw4cIxL0A5NDSEsrIylJSUoLW1FY6OjnB2doazszOt1ktRlFYQQnD79m3k5+dj6dKlcHV1HdN2KpVKM2uzs7NT0zY5OTnRRSAZRBMZSqfq6uqQlJQET09PhIaGPnaht5qaGqSnp4PL5WLWrFlwd3fX6+J7FEWxW0VFBVJTUxEQEICgoKBH9pYQQlBRUYGMjAyIxWLMmjULM2bM0KvSGE8zmshQOtfV1YVLly5BIpFg+fLlDxXNkslkSE9PR0tLC+bNm4eZM2eydmVbiqLYpa2tDZcuXYK1tTWWLFnyUNmLtrY2pKWlobu7GyEhIXpTN4v6PzSRoaaEUqlEUlISFAoF1qxZA4FAgKGhIWRlZeHu3bvw9vbGvHnzaA8MRVFTrr+/H5cuXQKfz8fKlSthYGCAwcFBZGRkoLS0FH5+fggMDKQ9MHqKJjLUlBkaGkJCQgKGhoawdOlSpKSkQKlUYunSpRMecEdRFKUNSqUS8fHxMDQ0RFhYGC5dugSBQICIiAidrhtFTR5NZKgppVKpcP78efT29sLS0hJLly6lS9pTFKUXFAoFzp49C4VCAWdnZyxcuFCvKxhT99FEhppyw2tJmZqa0nvNFEXpFYVCAaVSCWNjY9o+sQRNZCiKoiiKYi06NYSiKIqiKNaiiQxFURRFUaxFExmKoiiKoliLJjIURVEURbEWTWQoiqIoimItmshQFEVRFMVaNJGhKIqiKIq1aCJDURRFURRr0USGoiiKoijWookMRVEURVGsRRMZiqIoiqJYiyYyFEVRFEWxFk1kKIqiKIpiLZrIUBRFURTFWjSRoSiKoiiKtWgiQ1EURVEUa9FEhqIoiqIo1qKJDEVRFEVRrEUTGYqiKIqiWIsmMhRFURRFsRZNZCiKoiiKYi2ayFAURVEUxVo0kaEoiqIoirVoIkNRFEVRFGvRRIaiKIqiKNaiiQxFURRFUaxFExmKoiiKoliLJjIURVEURbEWTWQoiqIoimItmshQFEVRFMVaNJGhKIqiKIq1aCJDURRFURRr0USGoiiKoijWookMRVEURVGsRRMZiqIoiqJYiyYyFEVRFEWxFk1kKIqiKIpiLZrIUBRFURTFWjSRoSiKoiiKtWgiQ1EURVEUa9FEhqIoiqIo1qKJDEVRFEVRrEUTGYqiKIqiWIsmMhRFURRFsRZNZCiKoiiKYi2ayFAURVEUxVo0kaEoiqIoirVoIkNRFEVRFGvRRIaiKIqiKNaiiQxFURRFUaxFExmKoiiKoliLJjLTyIEDB/DJJ58wdvzu7m58+OGHWLJkCWxtbWFkZAQ/Pz/88Y9/hEKhYCwuiqKYx3T7BABLliwBh8N56GfVqlWMxkVNDocQQpgOgtKOmJgYFBQUoKqqipHjFxQUYOnSpdi1axeWLFkCIyMjXLt2DX/4wx+wYMECJCYmgsPhMBIbRVHMYrp9Au4nMrW1tdi/f/+Ix6VSKXx8fBiKiposHtMBUNOHm5sbqqqqYGhoqHls2bJlMDQ0xNtvv40bN25g4cKFDEZIUdTTTiwWIzQ0lOkwKC2it5ZYorW1FS+88AKcnJwgFAphZWWFBQsW4PLlywDuX2nEx8ejurp6RJfpMKVSid/97nfw8fHRbP+DH/wAra2tI47j6uqKmJgYnDx5Ev7+/hCJRJgxYwb+8Y9/PDFGQ0PDEUnMsJCQEABAbW3tZF4CiqL0FBvaJ2r6oj0yLLFr1y7cuXMHH374Iby8vCCTyXDnzh20t7cDAD799FO88MILKC8vx8mTJ0dsq1arERsbi2vXruGnP/0pwsPDUV1djV//+tdYsmQJbt26BbFYrHl+Tk4OfvzjH+P999+Hra0t9u/fj9dffx1KpRI/+clPxh17cnIyAMDX13cSrwBFUfqKTe1TeXk5zM3N0d3dDRcXF2zbtg2/+tWvRhyDYhlCsYKRkRH58Y9//NjnrFmzhri4uDz0+MGDBwkAcvz48RGPZ2VlEQDk008/1Tzm4uJCOBwOycnJGfHcqKgoYmJiQvr6+sYVd25uLhGLxWTDhg3j2o6iKPZgS/v0y1/+knz66ackOTmZxMfHk9dee43weDyyePFiMjQ09ISzpPQVTWRYYtmyZUQqlZLf/va3JD09nSiVyoee86iGYufOnUQqlRKlUkkGBwdH/Nja2pItW7Zonuvi4kJmz5790D6+/vprAoBcu3ZtzDFXVlYSJycn4uXlRdrb28e8HUVR7MLG9mnYxx9/TACQEydOjHtbSj/QMTIscfjwYTz77LP44osvEBYWBnNzc+zevRtNTU1P3La5uRkymQwCgQB8Pn/ET1NTE9ra2kY839bW9qF9DD823FX8JNXV1Vi6dCl4PB6SkpJgbm4+pu0oimIftrVP3/fMM88AADIyMsa9LaUf6BgZlrC0tMQnn3yCTz75BDU1NThz5gx+/vOfo6WlBRcvXnzithYWFo98nrGx8Yj/H63xGX7MwsLiibFWV1djyZIlIITgypUrcHR0fOI2FEWxF5vap0fhcul1PVvRRIaFnJ2d8dprryEpKQk3btzQPC4UCtHf3//Q82NiYnDo0CEMDQ1h/vz5T9z/3bt3kZubi4CAAM1jBw4cgLGxMebMmfPYbWtqarBkyRIMDQ3hypUrcHFxGceZURTFdvrcPo3m22+/BQA6JZvFaCLDAl1dXVi6dCl27NgBHx8fGBsbIysrCxcvXsTGjRs1z/Pz88OJEyfw73//G3PnzgWXy8W8efOwbds27N+/H9HR0Xj99dcREhICPp+Puro6pKSkIDY2Fhs2bNDsx97eHuvWrcP7778POzs77Nu3D4mJifjjH/8IiUTyyDhbWlqwdOlSNDY24ssvv0RLSwtaWlo0v3d0dKS9MxQ1zbClfbp27Ro+/PBDbNiwATNmzIBCocCFCxfw+eefY9myZVi7dq1OXydKh5gepEM9mUKhIC+99BLx9/cnJiYmRCwWE29vb/LrX/96xCj9jo4OEhcXR6RSKeFwOOT7f97BwUHy8ccfk4CAACISiYiRkRHx8fEhL774IikrK9M8z8XFhaxZs4YcO3aM+Pr6EoFAQFxdXclf//rXJ8aZkpJCADzy59e//rVWXxeKopjHlvaprKyMREdHEwcHByIUColIJCJ+fn7kww8/JAqFQrsvCjWl6BIF1Aiurq6YPXs2zp07x3QoFEVRI9D2iRoNHd1EURRFURRr0USGoiiKoijWoreWKIqiKIpiLdojQ1EURVEUa9FEhqIoiqIo1mI8kWloaMD777+PnJwcpkN5oqqqKnA4HHzzzTfj3pZN5/kocrkc77//Pq5cucLI8QsLC/H++++jqqqKkeM/zpUrV8DhcCb82nA4HLz//vtajYma3ibTHlEjaaNte1wb//7774PD4Uw8QOqx9CKR+eCDD1j9BT8W0+E85XI5PvjgA0YTmQ8++EAvE5k5c+YgPT19QpVFASA9PR3PP/+8lqOipjM7Ozukp6djzZo1TIfCetpo2x7Xxj///PNIT0+feIDUY7Gusq9cLn9s9UZK+wghUCgUTIehlwYHB8HhcGBiYjKpEue0PDo1XkKhUO/fN/39/RCLxYwcW5++K2hVcx1jshrfoyrBDleAffbZZ4mhoSHJy8sjUVFRxMjIiISGhhJCCLl06RJZt26dpkqju7s7eeGFF0hra+uIY/z6178mAEhBQQHZtm0bMTExIdbW1uQHP/gBkclkI5575MgREhISoqlO6ebmRn7wgx9ofl9ZWUkAkK+//lrzWFlZGdmzZw/x8PAgYrGY2Nvbk5iYGJKXlzfm8ySEkKysLLJ27VpiZmZGhEIhCQwMJIcPH37s66dUKomVlRV55plnHvpdZ2cnEYlE5I033tA81tXVRd566y3i6upK+Hw+sbe3J6+//jrp7e0dsS0A8uqrr5J///vfxMfHh/D5fPLvf/971HN49tlnNduVlpaS7du3EysrKyIQCIiPjw/53//9X83v+/v7SWBgIHF3dx/x2jc2NhIbGxsSERFBVCrVqOf69ddfj3r87/8tvvzyS+Lv70+EQiExMzMj69evJ4WFhY99DYfl5+eTdevWEalUSoRCIQkICCDffPPNiOcM/x337t1L3nzzTWJvb084HA4pKirS/C4lJWXENp9//jnx9PQkAoGAzJw5k+zfv588++yzxMXF5aHX/Pvvh+HzTU5OJi+99BKxsLAg5ubmZMOGDaS+vn5M50RNb6O1R2Nt7wIDA8nChQsf2qdKpSL29vZkw4YNmscGBgbIb3/7W+Lt7U0EAgGxtLQke/bsIS0tLSO2Ha66e/z4cRIYGEiEQiH52c9+Rgh5cttKyNjbp9FEREQQX19fkpqaSsLCwohYLCZbt24lhBBSXV1Ndu7cOaJd+vjjj8nQ0NCI1/FRbZs22vjhv8v3DQ0NkT/+8Y+a19XKyors2rWL1NbWjnpumZmZZOHChZrX76OPPtKcw9OO0USmq6tL02D/6le/Iunp6SQ9PV3zh3z22WcJn88nrq6u5KOPPiJJSUkkISGBEELIv//9b/LRRx+RM2fOkNTUVPLtt9+SgIAA4u3tTZRKpeYYw28gb29v8t5775HExETy17/+lQiFwhEfpLS0NMLhcMi2bdvI+fPnSXJyMvn666/Jrl27NM8ZreFITU0lb731Fjl27BhJTU0lJ0+eJOvXrydisZgUFxeP6TyTk5OJQCAgixYtIocPHyYXL14ke/bseehYo3njjTeIWCwmXV1dIx7/9NNPCQDNh62vr48EBgYSS0tL8te//pVcvnyZ/P3vfyempqZk2bJlRK1Wa7YFQBwcHIi/vz85cOAASU5OJjk5OeTixYsEAPnhD3+oOYd79+4RQgi5e/cuMTU1JX5+fmTv3r3k0qVL5K233iJcLpe8//77mn2XlpYSY2NjsnHjRkLI/Q/zsmXLiLW1NWloaHjkeba0tJDf//73BAD517/+pTn+cGM6/Lvt27eT+Ph4snfvXjJjxgxiampKSktLH/saFhcXE2NjY+Lu7k727t1L4uPjyfbt2wkA8sc//lHzvOHGysHBgcTFxZEzZ86Qc+fOkfb29lETmf/85z8EANm0aRM5d+4c2b9/P/Hy8iIuLi5jTmRmzJhBfvSjH5GEhATyxRdfEDMzM7J06dLHng/1dHhcIvOk9u7vf/87AfDQZ+P8+fMEADlz5gwh5P7nc9WqVcTQ0JB88MEHJDExkXzxxRfEwcGBzJo1i8jlcs22Li4uxM7OjsyYMYN89dVXJCUlhWRmZo6pbR1P+zSaiIgIYm5uTpycnMg///lPkpKSQlJTU0lLSwtxcHAgVlZW5LPPPiMXL14kr732GgFAXn75ZULI/SUWHte2aaONHy2ReeGFFwgA8tprr5GLFy+Szz77jFhZWREnJ6cRF+QRERHEwsKCeHp6ks8++4wkJiaSV155hQAg33777ePfJE8JxtdaysrKeuQX9rPPPksAkK+++uqx+1Cr1WRwcJBUV1cTAOT06dOa3w2/gf70pz+N2OaVV14hIpFI8wH5+OOPCYCHemm+b7SG40EqlYoolUri6ek5ojfkcefp4+NDgoKCyODg4IjHY2JiiJ2d3WOz7ry8PAKAfP755yMeDwkJIXPnztX8/0cffUS4XC7Jysoa8bxjx44RAOT8+fOaxwAQU1NT0tHRMeK5ra2tj1wzaeXKlcTR0fGhhOq1114jIpFoxL4OHz5MAJBPPvmEvPfee4TL5ZJLly498hyHHT16dNRej87OTiIWi0l0dPSIx2tqaohQKCQ7dux47H63bdtGhEIhqampGfH46tWriUQi0bwnhpOVxYsXP7SPBxOZoaEhYmtrS+bPnz/iedXV1YTP5485kXnllVdGPO9Pf/oTAUAaGxsfe07U9Pe4ROZJ7V1bWxsRCATkF7/4xYjnbdmyhdjY2GjaooMHDxIA5Pjx4yOeN9yeffrpp5rHXFxciIGBASkpKRnx3LG0reNpn0YTERFBAJCkpKQRj//85z8nAMjNmzdHPP7yyy8TDoejifVxbduDJtLGP5jIFBUVjfr5vnnzJgEw4u8yfG4PnsOsWbPIypUrnxjv04Dxwb5jsWnTpocea2lpwUsvvQQnJyfweDzw+Xy4uLgAAIqKih56/rp160b8v7+/PxQKhWZ15uDgYADAli1bcOTIEdTX148pNpVKhd///veYNWsWBAIBeDweBAIBysrKRo3jQffu3UNxcTF27typ2d/wT3R0NBobG1FSUvLI7f38/DB37lx8/fXXmseKioqQmZmJ5557TvPYuXPnMHv2bAQGBo44xsqVK0edbbNs2TKYmZmN6TVQKBRISkrChg0bIJFIHjoHhUKBjIwMzfO3bNmCl19+GW+//TZ+97vf4Re/+AWioqLGdKzRpKeno7+/H3v27BnxuJOTE5YtW4akpKTHbp+cnIzIyEg4OTmNeHzPnj2Qy+UPDdIb7f34oJKSEjQ1NWHLli0jHnd2dsaCBQueuP2w0d63AFBdXT3mfVBPnye1dxYWFli7di2+/fZbqNVqAEBnZydOnz6N3bt3g8e7P3zy3LlzkEqlWLt27YjPdWBgIGxtbR9qN/z9/eHl5TXisbG0reNtn0ZjZmaGZcuWjXgsOTkZs2bNQkhIyIjH9+zZA0IIkpOTn7jfybbxo0lJSdHE8X0hISGYOXPmQ22Wra3tQ+fg7+9P24H/n94nMhKJBCYmJiMeU6vVWLFiBU6cOIGf/vSnSEpKQmZmpubLsr+//6H9WFhYjPh/oVA44rmLFy/GqVOnoFKpsHv3bjg6OmL27Nk4ePDgY+N788038e6772L9+vU4e/Ysbt68iaysLAQEBIwax4Oam5sBAD/5yU/A5/NH/LzyyisAgLa2tsfu47nnnkN6ejqKi4sBAF9//TWEQiG2b98+4jh5eXkPHcPY2BiEkIeOYWdn98TYh7W3t0OlUuGf//znQ/uPjo4e9Ryee+45DA4Ogsfj4X/+53/GfKxHHf9RMdvb22t+/7jtH7Xt9/c/bCyvzfA2NjY2D/1utMce5UnvW4oazVjeN8899xzq6+uRmJgIADh48CAGBgZGfLk2NzdDJpNBIBA89NluamoaU7sxlrZ1vO3TaEY79ng/26OZbBs/mvG2WQ/+PYH7f1PaDtyn97OWRpt7X1BQgNzcXHzzzTd49tlnNY/fu3dvUseKjY1FbGwsBgYGkJGRgY8++gg7duyAq6srwsLCRt1m37592L17N37/+9+PeLytrQ1SqfSJx7S0tAQAvPPOO9i4ceOoz/H29n7sPrZv344333wT33zzDT788EN89913WL9+/YgeFUtLS4jFYnz11VePjWPYeGoemJmZwcDAALt27cKrr7466nPc3Nw0/+7r68OuXbvg5eWF5uZmPP/88zh9+vSYj/eg4Q95Y2PjQ79raGh46NxG2/5R2wITe22GYxpOVL+vqanpidtTlK6tXLkS9vb2+Prrr7Fy5Up8/fXXmD9/PmbNmqV5jqWlJSwsLHDx4sVR92FsbDzi/x/12XhS2zre9mk0ox17vJ/t0Uy2jR/N99usB2czjaXNokZiPJGZyBXm8Bt2eNth//nPf7QWU0REBKRSKRISEpCdnf3IRIbD4TwUR3x8POrr6+Hh4TFin8DD5+nt7Q1PT0/k5uY+9EEZKzMzM6xfvx579+5FWFgYmpqaRtxWAoCYmBj8/ve/h4WFxYikYjwedQ4SiQRLly5FdnY2/P39IRAIHrufl156CTU1NcjMzERxcTHi4uLwt7/9DW+88caEjh8WFgaxWIx9+/Zh8+bNmsfr6uqQnJyMuLi4x+43MjISJ0+eRENDg+ZKDQD27t0LiUQyoSmu3t7esLW1xZEjR/Dmm29qHq+pqUFaWtqI41AUE4YvPj755BNcu3YNt27deqgNjYmJwaFDhzA0NIT58+dP+piPalu10T6NJjIyEh999BHu3LkzosbT3r17weFwsHTpUk1cwOjfQ5Nt40czfAts3759mltvAJCVlYWioiL88pe/HOspUtCDRMbd3R1isRj79+/HzJkzYWRkBHt7+8c29D4+PnB3d8fPf/5zEEJgbm6Os2fParpIJ+K9995DXV0dIiMj4ejoCJlMhr///e/g8/mIiIh45HYxMTH45ptv4OPjA39/f9y+fRt//vOfH8qyH3ee//nPf7B69WqsXLkSe/bsgYODAzo6OlBUVIQ7d+7g6NGjT4z/ueeew+HDh/Haa6/B0dERy5cvH/H7H//4xzh+/DgWL16MN954A/7+/lCr1aipqcGlS5fw1ltvPbGhMjY2houLC06fPo3IyEiYm5vD0tISrq6u+Pvf/46FCxdi0aJFePnll+Hq6oqenh7cu3cPZ8+e1dyL/uKLL7Bv3z58/fXX8PX1ha+vL1577TX87Gc/w4IFCx66D/x9s2fPBgB8/vnnMDY2hkgkgpubGywsLPDuu+/iF7/4BXbv3o3t27ejvb0dH3zwAUQiEX79618/9rx+/etf49y5c1i6dCnee+89mJubY//+/YiPj8ef/vQnmJqaPvH1fxCXy8UHH3yAF198EXFxcXjuuecgk8nwwQcfwM7ODlyu3t/VpZ4Czz33HP74xz9ix44dEIvF2Lp164jfb9u2Dfv370d0dDRef/11hISEgM/no66uDikpKYiNjcWGDRsee4yxtK3aaJ9G88Ybb2Dv3r1Ys2YNfvOb38DFxQXx8fH49NNP8fLLL2vG8zyubdNGG/8gb29vvPDCC/jnP/8JLpeL1atXo6qqCu+++y6cnJyeeFFHPYDZscb3HTx4UFOvBKPUkRlNYWEhiYqKIsbGxsTMzIxs3ryZ1NTUPDTyfHi0+IP1ZYZnhVRWVhJCCDl37hxZvXo1cXBwIAKBgFhbW5Po6Ghy7do1zTajzRLo7OwkP/zhD4m1tTWRSCRk4cKF5Nq1ayQiIoJERESM6TwJISQ3N5ds2bKFWFtbEz6fT2xtbcmyZcvIZ599NqbXcGhoiDg5OREA5Je//OWoz+nt7SW/+tWvNHULhqdLv/HGG6SpqUnzPPz/dWRGc/nyZRIUFESEQuFDdWQqKyvJc889RxwcHAifzydWVlYkPDyc/O53vyOE3J9hJRaLR2xDyP3pj3PnziWurq6ks7Pzsef5ySefEDc3N2JgYPDQ3+KLL74g/v7+mnOLjY0ld+/efez+huXn55O1a9cSU1NTIhAISEBAwEOzD4ZnJh09evSh7R9XR8bDw4MIBALi5eVFvvrqKxIbG0uCgoJGPO/B98Pw+/PBWRyPOg719HncrKUntXffFx4eTgCQnTt3jnqcwcFB8vHHH5OAgAAiEomIkZER8fHxIS+++CIpKyvTPG+4jsyDxtK2EjL29mk0w7VWRlNdXU127NhBLCwsCJ/PJ97e3uTPf/7zQ7NBH9W2aaONf1wdGS8vL8Ln84mlpSV55plnHllH5kGj1aN6WnEIIWQqEyeKeprJZDJ4eXlh/fr1+Pzzz5kOh6IoivUYv7VEUdNVU1MTPvzwQyxduhQWFhaorq7G3/72N/T09OD1119nOjyKoqhpgSYyFKUjQqEQVVVVeOWVV9DR0aEZOPzZZ5/B19eX6fAoiqKmBXpriaIoiqIo1qJTJyiKoiiKYi2ayFAURVEUxVo0kaEoiqIoirVoIkNRFEVRFGvRRIaiKIqiKNaiiQxFURRFUaxFExmKoiiKoliLJjIURVEURbEWTWQoiqIoimItmshQFEVRFMVaNJGhKIqiKIq1aCJDURRFURRr0USGoiiKoijWookMNeW6u7shk8mYDoOiKOohXV1d6O7uZjoMahx4TAdAPV3Ky8uRmpoKQggiIiLg4eHBdEgURVEAgLt37yIrKwuEECxfvhxOTk5Mh0SNAU1kqClTU1OD1NRULF++HACQlJSE1tZWzJ07FwKBgOHoKIp6mpWWliIzMxPR0dHo6elBYmIiAgICEBAQAB6PflXqMw4hhDAdBDX9VVVVITk5GUuWLMGMGTMAAJ2dnbh+/TpkMhlCQkLg5eUFDofDcKQURT1tiouLkZaWhpUrV8LBwQEA0NraimvXrmFgYADz58+Hm5sbbZ/0FE1kKJ0ihCA7Oxu5ublYsmQJ3NzcHvp9ZWUlMjIyIBKJEB4eDltbW4aipSjqaaJWq5GRkYGysjJERUXB3t5+xO8JISgpKUFWVhakUinCwsJgaWnJULTUo9BEhtIZlUqFK1euoKWlBStXroSFhcVjn5uXl4ecnBzY2dnBy8sLLi4utEuXoiidGBgYQFJSEvr6+rBy5UqYmJg88rlKpRLZ2dkoKCiAs7MzPD094eTkBAMDgymMmHoUmshQOtHb24uEhATw+XxERUVBLBaPabu+vj6UlJSgrKwMcrkcTk5OcHJygqOjIyQSCe3apShq0mQyGRISEmBqaoply5aNeYxed3c3iouLce/ePQwODsLZ2RlOTk5wcHCASCSi7RNDaCJDaV1TUxMSExPh4uKCBQsWTOiqhRCCtrY2VFdXo66uDi0tLTAwMIChoSEkEonmv3w+H0qlEv39/ZgzZw7MzMx0cEYURU0XtbW1SEpKwqxZszBv3jxwueOvQkIIQXNzM2pqalBbW4v29nbweLyH2icej4eBgQEoFAqEhobC0NBQB2dE0USG0prBwUHcvn0bd+/exfz58+Hr66u1KxSlUgm5XI6+vj709fVp/j04OAihUIienh709/cjNjZWK8ejKGp6GRgYwM2bN3Hv3j0sWrQInp6eWtu3Uql8qG3q6+uDSqWCSCRCR0eHpnea0j46AIHSitraWly/fh0SiQQbNmyAubm5VvcvEAggEAgglUpH/X1jYyNSUlK0ekyKotiPEIKKigqkpaXBwsICcXFxjx0PMxHD7dOjeoQrKiqQm5ur1WNS/4cmMtSkdHZ2IiMjA83NzQgJCcHMmTMZuU9sbGyM3t5eDA0N0QF4FEUBuD+FOj09HV1dXQgLC4O7uztj7ROtFqw7NJHRI52dnaivr4eHhwdEIhHT4TxWd3c38vLyUFJSAh8fHyxdupTRmA0NDWFgYICuri6t9wZRFAW0t7ejsbERXl5eel/AsrOzEzk5OaioqICfnx9WrVrFaMwmJiaasTL63razEU1k9IRSqcTZs2dhaGiIzMxMzJw5E35+fjAyMmI6NA21Wo2amhoUFhaioaEBrq6u2LRp0yNv90wlDocDW1tbNDY20kSGorRMLpfj9OnTMDY2xq1bt+Dr64vZs2ePeTbiVBgaGkJlZSWKiorQ0tICd3d3bN26VS/aUKFQCHNzczQ0NGgKglLaQwf76olbt26hvr4e69atQ2trK3JyclBbWwtHR0e4uLjA2dkZEomEkdh6e3tRXFyM4uJicLlc+Pj4wMfHh7F4HiUnJwctLS1YsWIF06FQ1LRy7do19Pf3IyoqCo2NjcjJyUFTUxOcnZ3h4uICJycnxnoaurq6UFRUhNLSUgiFQsycORNeXl561/ORlpaGoaEhLFq0iOlQph3aI6MH5HI58vLyEB0dDQ6HA2tra6xYsQIymQyVlZUoLi7GtWvXYGVlBRcXF7i4uMDMzExn93oJIejq6kJ9fT1qa2tRV1cHR0dHLF68GI6OjhOarjgVHBwckJOTA7VarbcxUhTbyGQylJaWYtOmTeBwOLC3t4e9vT3a29tRWVmJvLw8XLlyBba2tpqLLl320hJC0NnZibq6OtTW1qKxsRGurq5Yvnw57Ozs9LaWi6OjI9LS0pgOY1qiiYweuHnzJhwdHR8qzS+VShEUFISgoCDI5XLU1NSguroa2dnZEIvFcHZ2hp2dHUxNTWFqajrhKriDg4Noa2tDa2srGhoa0NraCqVSCVtbWzg4OGDhwoV60T37JBYWFuBwOGhra4O1tTXT4VAU6xFCkJaWBi8vr4eSEwsLC1hYWGDevHno7e1FdXU1ampqkJmZCWNjY7i4uMDW1hYmJiYwMTGZcPukVCrR2tqK1tZWNDY2oqmpCYQQ2NnZwdnZGUuXLtW73uHR2NraoqenBz09PTA2NmY6nGmF3lpiWElJCW7evIlNmzaNuViSSqVCQ0MDqqur0draiq6uLgwODsLQ0BAmJiYQi8WaH6FQiMHBQSiVykf+9PX1QSQSwcrKCgMDA2htbcWePXtYuTxAYmIiLC0tERQUxHQoFMV6OTk5KCoqwsaNGyEUCse0zeDgIOrq6lBdXY329nZ0dXVBpVLB2NgYRkZGEIvFkEgkEIvFEAgEj22fBgYG0NfXB0NDQ1hZWaG7uxvd3d149tlnWTk78cyZM/Dy8oKPjw/ToUwr7PummkY6Ojpw48YNrFixYlwVH3k8HpydneHs7Azg/lVTf38/urq6NIXhhv9/YGAAfD5fU+fA0NBQ8+/hH2NjYxgaGoLD4UAmk+HIkSPo7u5m5aBZBwcHVFRU0ESGoiapqakJd+7cwdq1a8ecxAAAn8+Hm5ubZoFYQgjkcvlD7VNnZyeUSuUT2ydTU1NNj0t1dTUSEhJYW2bB3t4e9fX1NJHRMprIMGRwcBCXL1+Gn58fHB0dJ7UvDocDiUQCiUQCOzu7Se1LKpXCwMAAJSUlCAsLm9S+mODg4IC0tDQMDAyMq/GlKOr/9Pf3IykpCSEhIbCysprUvjgcDgwNDbVSnt/JyQkAUFpaitmzZ096f1PN0dERd+/eZW0ipq/oiEgGEEJw/fp1iMVizJ07l+lwHiKVSlFXV8d0GBNiamoKS0tLlJWVMR0KRbESIQQpKSmwtraGr68v0+GMwOVyYWhoiKqqKqZDmRAbGxsIBAJUV1czHcq0QhMZBpSUlKCurg6RkZF6ObvGwcEBXV1dTIcxYbNmzUJRURHo8C+KGr+cnBx0d3cjIiJCL2cA2djYoL29nekwJoTD4WDmzJkoLCxkOpRpRf++Rae5jo4OpKWl6fVIex8fH6jVanR0dDAdyoTMmDEDfX19aG5uZjoUimKVxsZGZGdnY/ny5XpbvdfT01NTJZeNvL290dTUBJlMxnQo0wZNZKZQd3c3Ll68CH9//0mPi9ElqVQKHo+HgoICpkOZEB6PBx8fH+Tl5TEdCkWxRnt7OxITExEaGgpLS0umw3kkJycncDgc1vZqiMViuLu7Iz8/n+lQpg2ayEyR7u5unD17Fq6urno5LuZB1tbWqKmpYTqMCfPz80NtbS296qGoMWhra8O5c+fg5+eHWbNmMR3OY3G5XEilUpSXlzMdyoQFBASgtLQUcrmc6VCmBZrITIGuri6cPXsWM2bMQFhYmF7ed37QzJkzIZfLWdt9a2hoCHd3d+Tm5jIdCkXptba2NsTHxyMgIIA1ZQvc3d0hk8mgVquZDmVCzM3NYW9vz9peb31DExkda21txZkzZ+Du7o7Q0FBWJDEA4ObmxuruWwAIDAzEvXv3WDvWh6J0rb6+HufOnUNgYCACAwOZDmfMZs+eDUIIKioqmA5lwoKCgnD37l309vYyHQrr0URGh2pqanDu3DkEBARg/vz5rEligOnRfSuVSuHr64tr167RGUwU9YCysjIkJCQgLCwMAQEBTIczLgKBABKJBEVFRUyHMmG2trZwdXXFjRs3mA6F9WgiowOEEBQWFuLy5ctYvHgx/P39WZXEDGN79y0AzJ07F3K5nNUNHkVpEyEEd+7cwfXr17FixQp4e3szHdKEODs7o7W1lekwJiUsLAxNTU2orKxkOhRWo4mMlvX29uLixYu4ffs2Vq9eDXd3d6ZDmrDp0H3L5/OxcOFCZGZm0oF11FNPJpPh7NmzKCkpwbp16/R69uST+Pn5QaVSsTqZEYlECAsLQ1paGpRKJdPhsBZNZLRkuBfm6NGjEIvF2Lx586SXC2DadOi+Be5P13RyckJaWhrToVAUI9RqNXJycnDixAlYWloiLi4OFhYWTIc1KWZmZuDz+awvs+Dp6QlTU1NkZWUxHQpr0bWWtEAmk+Hq1avo6+tDVFQUq69yHuTs7Ix79+4xHcakhYWF4ciRI6ipqdEstklRT4O2tjakpqZCrVZjzZo1sLGxYTokrbG1tUV9fT3TYUwKh8PBokWLcPz4cXh6esLa2prpkFiH9shMwmhXOdMpiQEAf39/1nffAoBEIkFoaCiuXr1KbzFRTwWVSoXMzEycPn0aLi4u2Lhx47RKYoD7y5EoFArWf6ZNTU0RGBiIK1eu0FtME0ATmQlQq9WorKzEyZMnUVpaijVr1iA8PBx8Pp/p0LROKpWCz+dPiyqU3t7esLe3R2JiIoaGhpgOh6J0Qq1Wo6ysDMePH0d9fT02bNiAefPmTcvVlp2cnMDlcqdFPZbAwEAYGxsjOTmZ1RMsmEATmXFQqVSacTBpaWnw9PTEpk2bpt1VzoNsbW1RW1vLdBiTxuFwsHjxYqjValy9epU2FtS0olQqkZeXh4MHD+L27dvw8/NDbGwszM3NmQ5NZ7hcLszNzVldJmIYl8vFsmXL0NXVhczMTKbDYRU6RmYMOjs7UVxcjMrKShBCEBwcDHd392l5hTOaoKAgnDlzBh0dHaxvFLlcLvh8PsrLy2FsbIx58+YxHRJFTUpbWxuKi4tRVVUFgUCA8PBwuLi4gMt9Oq5TZ8+ejStXrkChUEAkEjEdzqTw+XwYGBigsLAQJiYmer9chL6gicwo1Go12tvb0dDQgKqqKrS1tcHNzQ0AYGBgAC8vL4YjnFq2trYQCAS4ffs2oqKimA5nwlQqFU6cOAGZTIZ58+YhPz8fEomENhYUq6jVarS0tKChoQGVlZXo6uqCh4cH1Go1BAKBpq16Wnh4eODq1au4c+cOwsPDmQ5nwhQKBY4dO4b+/n4EBwcjIyMDIpEIM2bMYDo0vcfaRIYQArlcDolEMulic2q1Gh0dHWhoaEBDQwMaGxvB4XBgZ2cHDw8PrFy5EiKRCBUVFbh8+TK6u7thYmKipTNhB2dnZ1RVVTEdxoR1d3fj5MmTUKlUiI2NhY2NDezt7XHhwgUIhUJW1/uh9I9arYZCoYBEItHKvlpbW9HY2IiGhgY0NTWBx+PBzs4Ovr6+mDFjBgQCAYyNjZGVlQWlUgmBQKCFs2AHLpcLW1tblJeXszaRaWtrw5kzZ8DhcLB582ZIpVKYm5vj8uXLEAgE024SibZxCEtrt6elpaGgoABCoRAWFhYwNzeHSCSCQCAAn8+HQCAY8e+hoSEMDAxgYGAACoUCvb296OnpQW9vLzo6OkAIgZ2dHezt7WFvbw9zc/NRu2a//vprODg4YMWKFQycNXO6u7tx6NAhREdHs+5DVV9fjwsXLkAgECAuLm7El0tNTQ0uX76M0NBQ2jNDaU1SUhLKy8shFothYWEBMzMzCIVCTbv0/baJz+dr2ieFQjFq+8Tlcke0T2ZmZg9dwKnVanz11VeYOXMmFixYwNCZM6OhoQHnzp3Dli1bIJVKmQ5nXMrLy5GcnAwjIyNs2rRpRBJaWlqK69evY8mSJbRn5jFY2SOjVqtRWlqKtWvXwsDAAO3t7ejs7ERXVxcGBwehVCqhVCpH/NvAwABCoRAikQhCoRBGRkaQSqVwdHSEmZkZLCwsxnRP2cPDAyUlJVCr1U/NPWgAMDExgUQiwZ07d1iVyGRmZiInJweWlpZYt24deLyRb3lnZ2esXr0aiYmJaG9vR3h4+FMz9onSDaVSiYqKCsTFxUGpVKKjo0PTPo3WNg0ODoLH40EoFGraKCMjI5ibm8PFxQVmZmYwNzd/Ys8zl8uFo6MjysrKnrpExt7eHnw+H7dv30ZkZCTT4YzZ1atXUVxcDAcHB6xevfqh7xQvLy8IBAKkpKSgvb0d8+bNY+VyN7rGykRmuAfFxsYGXC53SgsIBQcHo6ioCAUFBfD395+y4+oDDw8P5OfnsyKJU6lUOHv2LFpbWzF79uzHdjnb2dlhw4YNuHTpEuLj4xEVFQWxWDyF0VLTSXNzsyYRAe6PMZsqoaGhOHLkCCorK5+6sTLOzs6orq5mOowxUSgUOH36NLq6ujBv3jzMmTPnkc91dXXF+vXrkZCQgPb2dixbtuypunU4Fvr9bfQI9+7dg6OjIyNfpiKRCJaWltOibsF4zZkzB4QQvT/3trY27Nu3D+3t7Vi1atWY7psbGxtj3bp1kEgkOHHiBNra2qYgUmo6unfvHpycnBg5tlQqhZGREbKzsxk5PpOCg4OhUqn0Ppmpr6/H/v370dfXh9jY2McmMcPMzMywYcMGqNVqnDp1Cl1dXVMQKXuwLpEZHBxEcXEx/Pz8GIvB398fvb29UCgUjMXABIFAAAsLC9y9e5fpUB4pLy8PJ06cgFAoxI4dO8a1HAGfz0dkZCRmzZqFM2fOTIulGaipJZfLUVFRgdmzZzMWg4+PD9rb26FSqRiLgQkmJiYwMjLCnTt3mA7lkTIzMxEfHw+pVIpnnnlmXDXIhEIhVq1aBWdnZ5w8eXJa1PbSFtYlMiUlJTA1NWW0CN2MGTPA5XJx+/ZtxmJgSmBgoGYQoj5Rq9WIj49HRkYGPDw8sHXr1gnNGOFwOAgKCsLy5ctx/fp13Lhxg5YMp8bs7t27cHBwYHTAqb+/v2YR26fNzJkz0draqndJ3HDph5ycHPj5+T00qHesuFwuQkNDsWDBAiQmJuLWrVt6d65MYFUio1arUVBQAD8/P0YHPA1P96uoqGAsBqYMFwLUp5Vau7q6sG/fPjQ0NGDZsmVYtmzZpG87Ojs7Y/369ejs7MThw4dRWloKlk7wo6bIcOVvJnuLAYDH48Hc3Jz1q9ZPxPB3gz7dWmttbcV3332Hzs5OrF69GmFhYZPep6enJ9atW4fa2locPXoUVVVVT3X7xKpEpqamBkNDQ3oxDS0oKAj9/f2QyWRMhzLlXFxcUFlZyXQYAO730B05cgQcDgfbtm2Dh4eH1vYtlUo162hlZWXhzJkzaG5u1tr+qemltLQUhoaGsLe3ZzoU+Pr6amZJPU14PB6sra1RXFzMdCgAgNzcXJw8eRJisRg7d+7U6tgpS0tLrF+/HkFBQbh69SouXLiA9vZ2re2fTViTyAwNDeHWrVvw8/PTixkzDg4O4PF4en0/VldCQkKgUqlQWlrKWAxqtRoJCQlITU2Fk5MTdu7cCWNjY60fh8PhwN3dHVu2bIG9vT3i4+Nx8eJFOhiYGkGpVCI7OxsBAQF6MT3W29sbHA4HOTk5TIcy5UJCQtDf34+mpibGYlCpVDhz5gxu3rwJLy8vbNu2TSfLJ3A4HPj4+GDr1q2QSqU4deoUkpKSnroLbOYzgjG6c+cOOBwOo4PoHuTk5ISamhqmw5hyJiYmMDMzY2yMUFNTE/bu3YuamhosWLAAq1at0nlyy+fzERwcjO3bt8PU1BSnT59GYmIiamtr6eKTFDIyMiCVSrXaIzgZw2UpysrKmA5lytnZ2UEikSAtLY2R41dXV+Pbb79Fa2srli9fjiVLluj8mEKhEOHh4di6dSv4fD6OHz+OlJQUNDQ0PBXtEyvqyLS0tCAvLw/r16/Xi96YYXPmzEFlZSWam5un/QrYDwoNDcWFCxfQ1tYGS0vLKTmmWq3GtWvXUFJSAqlUipiYGK2UgB8PsViMsLAw+Pv7Iz8/H1evXoVKpcKMGTPg7u4OW1tbvXqPUrpXU1OD8vJyxMXF6UVvzLDAwEAkJCSgr68PhoaGTIczpYKCgnDjxg3NMjZTQa1WIzExEdXV1bCyssKaNWumvN6LkZERFi9ejMDAQOTl5eHy5cvgcrma9sna2lqv3qPaovdLFPT39+PEiRPw8/PTywJ03377LaytrbF69WqmQ5lye/fuhampKWJjY3V+rI6ODpw/fx5yuRxz587F3LlzdX7MsSCEoKmpCeXl5aioqHgqGg3q/wyv4RUeHg5PT0+mw3nIl19+CU9PTyxevJjpUKaUWq3GN998AycnpylZ6LapqQkXL17E4OAgwsPD4evrq/NjjoVarUZDQwPKy8tRWVkJgUAAd3d3uLu7w8LCYtq0T3rdIzM0NITk5GTY2NgwPhPgUdzc3J7K7lsACAgIwM2bN6FQKHRy/xe4/0FMS0tDYWEhDA0N9W4tleHFRe3s7BAeHq5pNC5cuAA+nw8bGxtYWFjAwsIClpaWU96DROmOUqnE5cuX4eHhoZdJDHC/dH9VVdVTl8hwuVx4enrqfDkZtVqNlJQUlJeXM9ZL/DjDy1Y4Ojpi4cKFqKurQ3l5Oc6cOQOJRAJra2uYm5vD0tISFhYWrK1orrc9MkqlEpcuXcLg4CAjXXRj1dvbiwMHDmDlypVwcXFhOpwpNbxInbu7O5YuXar1/be1teHChQvo7++Hn5+fVqYtTpWhoSE0Njaira0NbW1tmmU11qxZAyMjI6bDoyapv78fFy5cgEgkwsqVK/V2fa7m5macPn0acXFxmiUTnhZKpRLffvstAgMDERwcrPX9NzQ0aL6jgoODERgYqPVj6IpKpUJDQwPa2trQ3t6O9vZ28Pl8rFmzRmcXpbqklz0ycrkcFy5cgEQiwcqVK8Hn85kO6ZGMjIxgaGiInJycpy6R4XK5cHd3R3l5OSIiIrR21aNWq3H9+nUUFxfDyMhI73phxsLAwEBzJQTcvwX15ZdfYnBwkOHIqMnq7u7G+fPnYW1tjYiICL1NYgDAxsYGAoEAt2/fnpJbLPpEIBDAzs4Od+/e1Woio1arkZSUhMrKSpiZmSE6Opp1Y5B4PB6cnZ01lc+VSiW++eYbZoOaBL1LZLq6unD+/HnY2tpq9ctRl9zc3J7K4lMAEBYWhrKyMuTl5WnliqSmpgYpKSlQKpUIDAxESEjI5IPUAwqFAmq1WidTxKmpM9xL6OHhgdDQUFaMMXBwcEBDQwPTYTBi4cKFOHLkCCoqKrRSf6y0tBTXr1/H0NAQQkND9XLc5kT09vaCz+dDKBQyHcqE6FUiU1dXh+TkZHh5eWH+/PmsaCSA+9UkCwoK0NTUNKUr3eoDkUgEW1vbSScyvb29uHTpEtra2mBubo4NGzbAxMREe4EyrKenB2KxGDyeXn3kqDEihKCyshKpqamYM2cO/P39WdM+zZo1C5WVlU/l7CWpVApTU1NkZWVNKpGRyWRISEhAV1cXbGxsEBUVpVdjYSaru7sbxsbGrHlPP0gvWtX+/n6kp6ejuroaoaGhmDlzJtMhjYuxsTEEAgEKCgqeukQGAMLDw3HixAnU1NSMa5FGYORtJIFAgKioKLi5uekoUub09PTQsTEs1dvbi+vXr6OlpQURERF6UVl8PBwcHMDlcpGXl6cZZ9bT04Pv9n6DrJtX0NUlg1gsgYubJ/b84CV4eXkxHLF2hYSEIDExER0dHeMeJ6RSqZCSkoLKykqIxWKsWbMGDg4OOoqUOb29vaxun/QikamurkZnZye2bNnC2isGW1vbp7b71tLSEsbGxrh58+a4EpmysjJcv34dKpUKs2fPRmhoKCtuJU4EIWTantt0V1paioGBAWzZsoWVAyEBwMLCAtXV1bC1tcWf//gBkpMSsHmVFLtWGMLUhAeFohtF5ZV4btcxiI3s8cZb7yE6OprpsLXCzc0NQqEQN27cwNq1a8e8XUFBAW7evAlCiF6VfNAFXc7smgp6kchYWFigq6uL1YtezZo1CzU1NVNagEmfBAcHIzk5Ge3t7bCwsHjsc2UyGS5dugSZTDYtu2lHw+Vyn4oKm9ORpaUl8vPzWdvtDtxfZHDv3r344L038cuXLPDRSz7g80d+cQX5mmDHOhvkl/Tilx+9hPS0bfjNb//I6vMe5ufnh1u3bo2pfW5tbUViYiJ6e3vh6OiI5cuX6+2sWW0xMDBgdfukFymYlZUVXFxccOvWLaZDmTBHR0dwuVwUFBQwHQojPDw8IBaLkZqa+sjnqFQqXL58GUeOHIFCoUB0dDRiY2OnfRID0ESGzZycnGBhYYHc3FymQ5kwuVyOk0e/wPF/umLjSuuHkpjv8/M2wvF/uqM8/zh+88EvpzBK3QkMDASPx3ts+6RUKnH+/HmcPHkSALBhwwZER0dP+yQGYH/7pBeJDHD/ir68vJy1i11xuVxIpVJUV1czHQpjwsLCNHUJvk+tVuPOnTv49ttvUVVVhblz52L37t2aqclPA7Y3FE8zDoeD+fPnIz8/H/39/UyHM24qlQrPPbsZh//uBVfHsRU84/O5+PcHzki5tA9Xr17VcYS6x+VyERgYiNraWsjl8hG/U6vVSE9Px969e9HY2Ijw8HDs2LEDVlZWDEU79djePulNImNiYgJXV1e9WX59IlxdXVmbiGnDaL0yd+/exd69e3Hr1i3Y29tj9+7d0/pe86OwvaF42llZWcHGxobRFd8n6vTp01gwRwQf9/GNP+TzufjVy1b4xycf6iiyqfVgr8zwBdY333yDgoICuLm54dlnn9WrhYmnCtvbJ71JZADAx8cHpaWlGBoaYjqUCZk1axYIIaivr2c6FMYM98rk5ORg7969uHHjBszNzbFjxw6sXr36qeimHQ3bGwrqfvtUXFzMurF8n/7vH/D8ZumEtg0LMkXFvYJpMZHh+70yw+3TrVu3YGdnh127diEyMvKpLY/A9vZJrxIZe3t78Pl81t6ekUgkEAgErO5VmiwDAwNwOBxkZmbC0NAQmzdvxrp161g9tU8b2D6Yjrrf46pQKNDU1MR0KGPW0NAAeU8zfD0n9vnjcDjYEWOCAwf2ajkyZgyvJZSZmTniAouts9G0he3tk16lnxwOR3PVw7ZaDcOsra2nxdXLeFVUVCAtLQ1yuRyGhobo6+vDwoULYWZmxnRoeoHtVzzU/bLunp6eKC4uhp2dHdPhjElDQwPcnCa3EOAMJwGul1RpJyCGFBUVITMzEwMDA5r2acmSJU/9BdYwtrdPetUjAwDe3t5oaGhAT08P06FMiJeXF/r7+6FSqZgOZUrcu3cP+/btw+XLlyESibBhwwbs3LkTRkZGuHLlCtPh6Q2BQICBgQFWNxbU/dtLFRUVGBgYYDqUMRkYGACfN7np00IBFwMD7BvkDNwfo/ftt9/i2rVrMDU1xZYtW7Bz504IBAIkJyczHZ7eEAgEUCgUTIcxYXrVIwPcvz3j5OSEkpISzJs3j+lwxs3V1RXA/SJ/7u7uzAajQyUlJcjMzER/fz8sLCywcuXKEaP8Fy9ejPPnz0+o2u90NFz+u7u7m3ULYFL/x9zcHBYWFrh37x58fX2ZDueJzMzM0Nk9uYuqzi4VpFJLLUWke2q1Gnfv3sWdO3cwMDAAGxsbREREjPjchYaG4urVq2hra4OlJXvOTVekUinkcjkGBgZYud6S3vXIAPd7ZcrKypgOY0J4PB6EQiGqqqqYDkXrFAoFrl69iq+++gqpqamQSCTYuHEjNm3a9NBURUdHR0il0mkxdVMbhqfnd3Z2Mh0KNUlsap88PDxQUiFHn3ziEyguXldg8ZIVWoxKN+RyOZKSkvD1118jPT0dZmZm2Lp1K2JjYx+6ePDx8YFEIkFKSgozweoZkUgEsVjM2vZJ73pkgPtrg/T29qKnp4eVqwVLpVK0tLQwHYbWNDY2IiMjA62treByuXBxcUFYWNgT7y8vXboUJ0+eRElJCby9vacoWv1lZmaGzs7OabmW1NPEyckJ169fh1Kp1PtZeAKBAJu37MDRCxexZ5PNuLdv61Qip3gQe6OidBCddtTU1CAzMxMdHR0wMDDAjBkzEBYW9sQBvAsWLEBiYiIaGhpgb28/RdHqL3Nzc3R2drJyvUC9TGT4fL5m0CwbvwAdHR2RnZ3NdBiTolarkZOTg4KCAigUCkgkEsyfPx9+fn5jXpPDysoKVlZWyMjIYOXfUdvMzc3R2trKdBjUJBkZGcHIyAhNTU2suG364kuvY130Aexabw0Dg/GNl/n6eBt+8NzLercOj0qlwq1bt1BSUoKBgQEYGxtj0aJF8Pb2HnOsbm5uMDExwZUrV7Bjxw4dR6z/zMzMHipmyhZ6mcgAgJ2dHWsTGQ8PD9y+fRudnZ2sm7XT1dWF9PR01NbWghACW1tbhIaGwtraekL7i4yMxKFDh5CdnY2goCAtR8suNjY2KCgoACFkWqxf8zSzt7dHQ0MDKxKZmzdvora+C6+9X4xPf+Mz5vfe1UwZTiWrkHrtZR1HOHbt7e1IT09HY2MjgPu996GhoeNe1XpYREQEzp49i3v37sHDw0ObobKOjY0NcnJymA5jQvQ2kbG1tUV6ejrTYUyIqakpuFwu7t27h+DgYKbDGZOysjLcuXMHXV1d4PP58PX1xbx58ybddT5csfn27dvw9fXV+654XbKyskJ/fz96enpgYmLCdDjUJNja2qKkpITpMB6ro6MDr732Gg4ePIgNGzagn6vEW38oxZ9/6vjEnpkLqW148VclOHMumfH3qlqtRlFREXJzc9Hb2wuhUIiAgADMmTNn0gXs7OzsYGVlhWvXrmHGjBl61/M0lWxtbdHR0cGKW6YP0tu/mpWVFbq6uqBUKpkOZUKMjIz0vsLv9wfvpqSkgMPhYPny5fjBD36A8PBwrb2Zly1bBg6Hg0uXLmllf2zF4/FgaWmJ5uZmpkOhJsnKygptbW16O50+Pj4es2fPxoULF7B//34cP34ch46cgaXzOoRtLcbfvq5DR9fgiG2GhgjOX2nD+lcq8I8DPIgNrfDiiy+iq6uLkXP4/uDdGzduQCgUIjo6Gs8++yxCQkK0VoV35cqVUKlUT325CENDQxgaGrJyfKfe9siIxWIYGhqira2NlQOxrK2tUVNTw3QYD1GpVMjNzUVZWRm6u7vHNXh3ong8HhYsWICrV6+irq7uqVos8kF2dnaor6+Hp6cn06FQkyCVSkEIQVdXl17dPu7u7sabb76JL7/8EqtXr8YXX3yhaT85HA5+9/uP8cZb7+BnP30TETsvwNZKDFNjPvoVQ2ho7kfEkkj86e9vIzAwEIWFhQgPD8fmzZsRHx8PPp+v8/gVCgVyc3Nx79499PX1jWvw7kRJJBIEBgYiOzsbgYGBE75NNR3Y2tqioaGBdW203iYyAGBpacnaRMbNzQ337t2DSqVifP0OlUqFu3fvori4GF1dXeBwOLCwsEBERAQ8PT2npDvVx8cHeXl5SEpKwq5du57aLlx3d3ecPXtWqz1e1NTjcrmwsLBAe3u73iQyycnJ+MEPfoCOjg7897//xQ9/+MNRx8NYWFjgtR+9geCQcMTFxUEmk0EikcDCwmLEe3LWrFk4ceIEVq5ciVdeeQWff/65TsZ2KZVK5Ofno7S0FD09PeBwOLC2tkZYWBhcXV2npK0IDg5GSUkJEhISsH37dp0fT195eHjg2rVrmDdvHqvaaL1OZCQSCWurDTo5OQEAqqqqGBlEplKpUFhYiNLSUnR0dAC4Pyp9wYIFmDlzJiNv0lWrVuHQoUO4efMmwsLCpvz4+sDS0hKmpqaoqKiAj48P0+FQkyCRSNDfz3zF266uLrz77rv45z//iSVLliA1NVVTmPNRPDw8kJmZCULIYwt3Llu2DF988QX27NkDd3d3/PznP9dKzEqlEgUFBSgrKxtxcTV37lx4eHgw0j5FRUXh9OnTyMvLg7+//5QfXx8M98TU1dWxYiD7ML1OZEQikV40FBPx/cJ4U5XIyOVy5Ofno6KiQrPEg6mpKebPnw9fX1/Ge4ZMTEwwc+ZMFBQUwM/P76lc5+T764nRRIbdRCIRo0sVDAwM4LPPPsNvf/tb9Pf34+9//ztee+21MSUBRkZGMDAwwL17955Y2fbZZ59FRUUF3nnnHbi6umLbtm0Tire3txe5ubmoqqpCX18fOBwO4xdX32djYwNnZ2dkZmbCx8fnqewx5XK58Pb2RnFxMU1ktEUoFEImkzEdxoRJpVKd1w2RyWTIzc1FTU0N+vv7NV3eAQEB8PLyYjx5edCCBQtQXl6OhIQEbNq0ielwGOHh4YGMjAx0dHQ81ffj2U4oFDLSY6xWq3H06FG88847qK6uxvPPP4/3339/3AtZGhkZaaYxP8n777+PiooK7NmzB05OTliwYMGYtmttbUVeXh7q6uowMDAALpcLKysrBAcHM9bz8jjLly/Ht99+i8TERKxZs4bpcBjh7e2Nw4cPQy6XQyKRMB3OmOjXt9wDhEIhaxZnG421tTUKCwu1us+2tjaUlpaivr4eXV1dUKvV4PF4sLa2xuLFi+Hk5KR3jcP3cblcLFu2DBcvXkRZWdlTOehVKBTCzc0NxcXFCA8PZzocaoKEQiF6e3un7HiEECQnJ+Odd95BVlYW1q1bh3PnzmHWrFkT2p+FhQUaGhrG9FwOh4MvvvgCNTU1iI2NRXp6+qif3ebmZpSWlmoW/lWr1eDz+bCzs8Ps2bP1fhApj8dDWFgYrl+//tRW/DU2NoadnR1KS0sRGBjIdDhjQhMZHXJwcEB+fv6EB/yq1Wo0NzejrKwMjY2NmobBwMAAUqkUvr6+8Pb2Zt1VvbOzM2xsbHDt2jW4ubnpXa/RVPDx8UFiYiLmz58PAwMDpsOhJuD77VNbWxs++/JzxKdcQpesCwIBH/Z29nhl1/NYvXr1pP7GhBAkJSXh/fffx40bNxASEoIrV64gIiJiUvHb2NigsrJyzM8XCoU4efIkwsPDER0djRs3bmBgYAD37t1DU1MTent7QQgBj8eDVCrV9AqbmppOKs6pNmvWLOTn5+Py5ct45pln9PrCUFd8fHyQlZWFgIAAVhTv1OtvEJFIxNrBvgA02XxTU9OYrkTUajXq6uo0DUNfX5+mYTAzM0NgYCC8vb1Zuf7Ug1auXInvvvsOqampiIyMZDqcKWdnZ6cZQzWdV0mfzkQiEaqrq7Fh11bczLkF6TNzYfrxUliaG4Ioh9BS1YY3v/0LXv7p63hxz/P4+ZtvjytpJ4QgMTERH3zwAdLS0hAcHIz4+HisXr1aK18uTk5OSE9PR29v75jGq6nVashkMvziF7/Aj370I4SHh+ONN96AoaEhzMzM4OPjA29vb9bcjniclStX4siRI8jMzERoaCjT4Uw5V1dXXL9+HY2NjazoldLrRIbtPTI8Hg8GBgaor68fNZGRy+Worq5GXV0dmpubIZfLAdxf6M3c3By+vr7w9PScFg3Dg0QiEebOnYtbt24hMDAQFhYWTIc0pYYH/ebn52PGjBmsuOqhRsrPz8e7H/8ODn+Ohc+/3wDngSt3gbUxTEPcMCiT47s/J+FybDLij5yCoaHhY/crl8tx8uRJ/O///i8yMjIQEhKC8+fPY9WqVVp9nwyvCF1bW4uZM2c+9Puenh7U1NSgtrYWra2tmokXQqEQ7777Ln71q18hNTUVhw4dmna9FlKpFN7e3sjPz4efn98T/2bTjYGBAby8vJCXl0cTGW1gewMvFovR0tKCyspKNDQ0oK2tDd3d3VAoFCCEALjfMFhaWiIoKAienp5PzWj5OXPmoKioCAkJCU/lom2+vr4oKChAeXn5U7/OC9sUFBTghZ/9D7zOvAix2+Nn/fClEjh+uBZN/76Gtds24tLJ+Id6ZgghyMrKwldffYWDBw+iu7sbERERuHDhAlauXKmzdlAoFKK+vh58Ph+NjY1oa2tDT08PBgYGNGuCCYVCWFtbw83NDe7u7prYXV1dsXnzZnh4eOD3v/+9TuJj0qJFi1BZWYmEhARs3LiR6XCmXGBgIA4dOoT6+no4ODgwHc5jccjwt6keam5uRmJiIp555hmmQ3mi4W7XxsZGtLS0QCaTobe3d8T0cR6Pp+mGtbGxgaOj41PXE/Gg1tZWnDx5EvPnz0dAQADT4Uy50tJSZGVlYevWrU/lWCE2IoTAZ54/TP+1Fsb+4xu8WvvTU3jFJwY/fu1/AAAtLS3Yt28fvvrqK9y9exeOjo7Ys2ePpm6LtqjVanR0dGgupobbp+/fuufz+Zr2ydbWFk5OTppem0f5+OOP8fbbb+O///0vnn/+ea3Fqy+qq6uRkJCAyMjIp/IW8HAV+I0bN+p1r5tet5yDg4OM906o1WrI5XK0t7dDJpOhu7sbvb29kMvlUCgUUCqVUKlUmt4VDocDPp8PiUQCGxsbyOVytLa24oc//KFevxGYYmVlBTc3N2RmZk7b22iP4+npidzcXGRnZ7NmgdGn3fXr1zHkajzuJAYAbN5ahn+s/xQznF3xzTff4OzZs+ByuVi/fj3+8pe/YPny5eMaGKxWq9HT04OOjg7IZDL09PRoLqD6+/sxODj4UPskEAhgaGgIOzs7dHV1oaenB88+++yE2qe33noL5eXleOmll+Di4oKoqKhx70Ofubi4wNraGqmpqXBxcXnqLjZmz56N/Px8FBYWYvbs2UyH80h63SNTWVmJpKQkTRengYEBeDwe+Hw++Hw+uFzuiB8DA4NR/9/AwAAGBgYYGhqCSqWCSqXS/HtoaEjzYR/+/+//fP/lGd6XQCCASCSCRCKBkZERTExMIJVKYWVl9dAXcWVlJRITE/H888/TROYR1Go19u7dC7FYjK1btzIdzpRRq9VISUlBeXk5eDweNm3axLoZHk+jmG0b0LDHBWaLvSa0fe76f6E9sRCenp5Ys2YNVq5cCTMzM620Tzweb9T2yczMDFZWVg+tV5Sbm4vMzEz8v//3/yb8eqhUKqxbtw43btzA9evX4efnN+F96SOFQoH9+/fD0tISsbGxTIczZVQqFS5duoS6ujoIhUJs3rxZby809TqRyc/PR2VlJby8vNDX16fpBRnuCVGr1SCEQK1Wa/49/P/D/x7+GcblcsHhcEYkPDweT5MgCQQC8Pl8CIVCGBkZQSqVwtzcHBKJZEKJiEKhwN69e7FhwwZYWVlp8+WZVpqbm3H69Gn4+fk9FcsXVFRU4MqVKxgaGsLcuXPR39+Pjo4OxMTEsH5c2HQ2ODgIR193+Gb/bMJ/p/bLRcCfMvDj518d0UY92DYNX7x9/wJOKBRCIBBAIBDAyMgIZmZmmvZpIoY/d3v27JlU73dPTw8WLVqEjo4OZGRksGKA6HgMX5CGh4frdc+EthQVFeHGjRsAgLCwME3hxOXLlzMZ1iPpdT9ZX18fLCwsWF3KXSQSgcPhoKmpiSYyj2FjYwM/Pz/k5+fD3d0d1tbWTIekEwqFAhcuXEBrayusra2xatUqiEQiKJVKHD16FEVFRRMucEbpnkwmg9jadFLJpsjJDGJLC+zZs0d7gU3QcJvU1NQ0qZL0xsbGiI+Px/z587F27VqkpqZOqyVI3Nzc4ObmhvT0dLi4uEyLEhij6enpwYULFyCTyeDg4ICoqCgIBAK4ubnh6NGjqKqqeuI6XkzQ63sdvb2902Lam0Ag0PlSBdNBWFgYTExMcP78eajVaqbD0bri4mLs27cPMpkMUVFRWL9+vaarXyAQICIiAhkZGfS9osdUKhU4vMkVMOTwDaBSqbQU0eQM3y5vamqa9L4cHBwQHx+P0tJSbN++HUNDQ1qIUH9ERkZCKBTizJkz07J9ys7OxqFDh9Df34+YmBisWbNG00snkUgQHh6O1NRUdHV1MRzpw/Q6kenr65sWWb1EImH1mlFTae3atRgcHMSlS5eYDkVrVCoVzpw5g6tXr8LBwQG7du2Cm5vbQ89zdHTE3LlzkZCQMKWl76mxMzMzw0B7z6T2MdjWC3MzMy1FNHlCoRAdHR1a2VdAQACOHDmCCxcu4Mc//jH0eOTCuHG5XKxZswZ9fX24fv060+FojUKhwPHjx5GVlQV3d3fs2rVr1FuDnp6e8Pb2xsWLF/WuvpveJjIqlQptbW1PXJmVDUxNTdHX18d0GKxgaGiIhQsXoqamBvfu3WM6nEmrqanB3r170dLSgsjISKxevfqxMx/8/f3h5OSEhIQEDA4OTmGk1FiIRCLYmFmir7R5wvvoPV2ATSvWajGqyTEyMkJ3d7fW9rd69Wr861//wv/+7//i73//u9b2qw8sLCwQFBSE4uLiMa9Tpc/Kysqwb98+dHV1ITo6GsuWLXvsWNCQkBCYmpri8uXLetUrpbeJTHNzM0Qi0bSYxWFubq53Gaw+mzlzJuzt7XHlyhXW9kyo1WpcvnwZFy9ehFQqxTPPPDOmOhQcDgcLFy6EQCBASkrKtLqinS7efvnH6Phv+oS2HepXovt8EbZs3qLlqCZOKpVqqopry4svvoi3334bb775Jk6dOqXVfTMtODgY5ubmuHjxIpRKJdPhTIhKpUJ8fDxSUlJga2uL3bt3j2kZHS6Xi8jISPT39+PGjRt60z7pbSJTX18Pe3v7aTGDw9TUVK+yVzZYtWoV+Hw+Tp8+zbrXrrW1Fd999x0qKysRGhqKjRs3PjTt9XEMDAwQFRWFjo4OZGVl6TBSaiLiNm1C54W7GOwYfy9ry4EsbNkQN673g64ZGxvrZMzOH/7wB2zatAk7duyYdu/jmJgYEEJw9uxZpkMZt/r6enz33XdobGzEkiVLEBMTM676OHw+H6tWrUJVVRUKCgp0GOnY6XUio+9lkcfKxMQEAPRmgB8b8Hg8xMTEoK+vDykpKUyHM2bp6ek4efIkBAIBtm3bBn9//wntRyQSYdWqVSgsLERhYaGWo6Qmg8/nY9vaTSjf/g2GFGO//dd1swIDX9zBu2+/o8Poxs/IyEgnFwtcLhd79+5FQEAAYmJiUFVVpfVjMGX489ne3o6bN28yHc6YDNetio+Ph7GxMZ555hl4eU2sFpKRkRFWrlyJrKwsVFRUaDnS8dPLRGZgYABtbW3TJpEZvj3W0zO5QYJPGwsLC4SGhqK8vFzvx8v09vbi4MGDmkXmtm/fPukpmlKpFKtWrUJmZiZycnL0phv3adfT04MAP3/8OO6HKF//Xyhbn/y57rh4F60/Oo1LJ87p3bIkwxdaukhmxGIxzpw5AyMjI0RHR0+rSQ8ODg7w8/NDbm6u3o+X6ejowP79+3Hv3j0EBwcjLm7yvYLW1taIjIzElStXUFxcrKVIJ0YvE5nGxkaYmJhMi6nXADRvGG0OqHta+Pv76/14mXv37uHgwYNQKpXYsGGDVgv62draIiYmBvn5+bh58yZNZvRAfX09bGxs8Pbrb+Kvr7+PqlWfo/bVo+jJqR3xPPXAIJoPZaFs+b9g9N9iZCRe1cv1enR9oWVlZYXz58+jqakJmzZtYu24ktGEhYXBzMxMr8fLFBQU4NixY+ByudiyZQuCgoK0tm8XFxesWrUK6enpjF5s6WUiM51uKw3jcDi0R2aC9Hm8TGpqKpKTk2FnZ4ddu3bppOihpaUl1q1bp1myg96iZNbw+D0A2LwpDlUFpfjLxjfB/00G7gb+AcXhf0NOwIe47v4LhN4RIunbU7h2IQl2dnYMRz664QstXdYH8fb2xqlTp3D9+nW88MIL0yohX7t2rV6Ol1Gr1bh48SLS0tLg7u6O7du362TyjL29PdauXYv8/Hxcv36dkTZaLxOZhoaGaZfIGBgY0ERmgobHy8jlciQmJjIdDoD7tRcOHz6MkpIShISEICYmRqdraZmammL9+vWQy+U4c+YMnc7PEELIQ+2TgYEB1q5dixsXU9BUWoOKmwU49vk+qDrl+MlrP4anpyeDET/Z8HIIum6fFi9ejK+++grffvstfve73+n0WFPp++Nlrl27xnQ4AO7f6j5w4ABqa2sRERGByMhInbZPlpaWWL9+PZqbm3H+/PkRq6pPBb1LZFpbW9HT0zPtEhkej6f1KY5PEwsLCyxevBjV1dXIzMxkNJaGhgbs378ffX19iI2NRWBg4JQcVywWY82aNTA3N8eJEyem1eBJtqitrQWHw3nsEhpCoVDTY9PS0jJVoU0Kl8udkuR4586d+M1vfoP33nsP+/bt0/nxpoqDgwPmzZuHoqIixmfyVFZW4tChQxgaGsLmzZvh7e09Jcc1NjZGbGwsBAIBTp48OaXjhvRuraWCggJ4eXlNagEzfcTn89Hf3890GKzm7e2Nzs5O5OTkQCqVTnjE/WTk5ubi5s2bMDMz03xop5KBgQEiIiJQWlqK1NRUlJWVYcGCBXq7Ku10U1BQgFmzZj3x6tbGxgbA/XpYbMDj8aZsDNqvfvUrVFRU4LnnnoOTkxMiIiKm5Li6NmfOHHR2diItLQ1SqXRMdVm0LT09Hfn5+bC1tUV0dPS4plVrA5/PR1RUFAoKCpCQkIAZM2YgNDQUQqFQp8fVqx6Z/v5+VFRUwNfXl+lQtE4oFNKieFoQGhoKZ2dnXLlyZUq/JNRqNRISEnDz5k14e3tj8+bNjCXbHA5HEwOXy8WRI0dQVFQ0rcYd6COZTIaGhgbMnDnzic81NTWFQCBgTSIzlRdaHA4H//nPf7Bo0SJs2LABJSUlU3LcqRAZGQlLS0tcvHhxSmdoqdVqnD59Gvn5+QgMDMS6deumPIkZxuFw4Ofnh7i4OMjlchw5cgTl5eU6bZ/0KpEpKiqCra0tzPRoHRJtEYlENJHRkhUrVkAqleLcuXNTchU5PB6mpqYGixcv1psrSIlEgsjISCxbtgx37tzBuXPnptX0Vn1z9+5dzJgxY0y9XxwOB+bm5lpbw0jXhELhlI5rEAgEOH78OOzs7BAdHT2tFkodXgz25MmTUzKTqbe3F/v27UNraytWrlyJkJAQnR9zLIyNjbFq1SqEhYXhxo0bOl1DTm8SmcHBQRQUFMDPz4/pUHRCLBbTtXO0hMvlYuPGjeDxeDhx4oROZ/G0trZi//79UCgU2LhxI3x8fHR2rIlydnbG5s2bYWFhgePHj+P69et0YLmWyeVylJSUjKvAIY/H07tZdo8iFAqnfPqwVCpFfHw8+vr6sG7dumlz653L5SIuLg6EEBw/flyn74G6ujocOnQIALB161a4uLjo7FgTweFw4OHhgS1btkAkEuHo0aPIyMjQ+nhRvUlkCgsLYWxsDCcnJ6ZD0QlDQ0M6bVaLeDyepibFiRMndNJYVFdX49SpUzA0NMTOnTv1rpDZ9wkEAoSHh2P9+vUYGBjAkSNHkJycTN9zWpKXlwd7e/txLWLL5XJZk8hIJBJG6qC4urri7NmzyM3Nxa5du1jzej2JSCRCbGwsent7ER8fr5NjFBUV4fz58zA3N8eOHTsmXYBTl0QiEZYsWaIpinjw4EFcu3ZNa39vvUhkBgcHkZubi7lzc3DPxgABAABJREFU506LtZVGo6sy4E8zIyMjxMTEQCaTaX1a9vBgNRsbG2zZsoU1g88tLCwQGRmJuLg4tLS0sGbWjD7r7+9HYWEh5s6dO67t2JTIMHmhFRwcjIMHD+LEiRP4+c9/zkgMumBhYYHly5ejsbFR69Oys7KycO3aNbi5uWl6p9nAxsYGq1atQmxsLGpqarR2K1wvEpmCgoJp3RsD3C8DTghhTcPGFra2toiIiNDqtOz09HSkpaXBw8MD69at02n9BV0ZHByEXC4fVw8CNbo7d+7A3t5+3MUO2ZTIMH2hFRsbi7/+9a/485//jM8++4yxOLTNzc0NwcHBWp2WnZycjOzsbPj5+SEqKkor+5xqcrkcarUaUqlUK/tjPI1rb29HdnY21qxZM217Y4D/W8+kv79fL5deIITg7t27qKmpgUKhgKmpKQIDA/X6dsowb29vyGQyrUzLTkxMRGVlJYKCghAcHKzFKKdWcXEx3N3dWdOTpK8aGhpQUlKCjRs3jntbDofDmkTG2NiY8Vlvr7/+OsrLy/Hqq6/CxcUFq1ev1vyOEIKcnBw0NDRAqVRCKpVi7ty5mnZVnwUFBWmmZZuamk74gl2tVuPcuXNoampCeHg4Zs+ereVIp05xcTF8fHy0dpHIaCKjUqmQkpICf39/Td2F6crIyAjA/TLg+pTIyOVyHDywH//5x19hwR2Ap5kQIgNApiR4vaYbc+aH4dU3f4qQkBC9TjTnz5+Pzs5OXLlyBaampuN+Pw1PX2xtbcWiRYvGNMVWnzU0NGD+/PlMh8FqSqUSKSkpmD9//oSuHHt7e/Xqs/44wwmBQqGY9GKCE8XhcPDJJ5+guroaW7ZswfXr1+Hq6oq933yNLz79J1yNOHAz5YPPBToHCF6p6ULEsii8+ubbej9JZNmyZejq6kJCQgLi4uLG/X5SqVQ4fvw4uru7ERUVBTc3N90EOgWGq2Nrs5Aoo4nMrVu3YGBggDlz5jAZxpQYzjz1afDlzZs3sWfbJqx1N8Le5eZwlopH/F6ttkdSRTl+8+I2iBy98d2RE3pdeG3FihU4duwYzp49i23btmmSxydRKpU4duwY+vr6sHr1atbf4lQqlZDJZDpZ9+lpcuPGDZiZmWHWrFkT2r6rq0sna9vownDP3eDgIGOJDHC/4OOBAwcQERGB5ZGRkIoMsMPXHCfX2cHWeGRRNdWQHS6U5uJH22LgOW8RPv3ia/D5fIYif7LY2FgcOHAAJ0+exM6dO8fcWyqXy3Hs2DEMDg4iNjb2sVWl2aC7uxsqlUqrvf2M3fxvaGhAYWEhli5dysoxCBM1NDTEdAgA7i92+PzWDTiyzgnvL3Z4KIkBAC6XgygPCxzdOAMLDeqxetlivZ4iOTwtm8/n4/jx42Oqi9Hb24uDBw+iv78fGzduZH0SA9yfMm5kZKTXSae+q6ioQE1NDSIiIibUE6lQKKBQKLQ2BkDXhttgfWifjIyM8OorL0PKUeDiNk/8bIH9Q0kMAPAMuFg70xLxW9xh3XgbcWtX69WF4oO+Py376NGjY4q1o6MDhw4dglqtxtatW1mfxAD32ycLCwsYGBhobZ+MZBBKpRJXrlxBSEgIaz7o2qIP98yrq6vx8rPbcXSjK9wtxvZl9+Jca8RYKfD8ru06jm5yeDwe4uLiMDQ0hCNHjjx2Sml7ezsOHz4MANi2bRsrxgONRWtr67Ro8JjS19eHa9euYdGiRRO+NTQ8W4wtf4fhWS/6kMjk5ubik9+9h6TngmBn8uTS9hwOB79caA/PwTr89MevTUGEEycSibB+/Xr09/c/MZmpr6/H8ePHIRQKsWPHjjH3MOu7lpYWrX8uGElkbty4AalUOi2XIngSfWgoPvnTR3g72GLUXpjHeTXYBtV376C0tFRHkWmHoaEhtmzZApVKhcOHD4+azLS2tuLkyZMQi8XYuXMna8YyjEVLSwu9rTRBhBCkpqbC2dkZM2bMmPB+hivVsmXsnz71yPzxg3fxUYQNLA3HN1D9/UX2SIw/o/dVgs3NzbF+/Xr09fU9smBebW2tpkbM9u3bp9Wg/dbWVq23T1OeyJSUlEyqy5bN9GEWg1wux/mzp7F+5sSm5T4/2xT//vtftRyV9hkZGSEuLg5KpRJHjhwZceXT0tKC06dPw8jICFu2bGFNDYax6ujomDa9S1MtNzcXMpkMCxYsmNR+hlcmZ2LhwInQl0SmpaUFBdm3sMRt/MvUcLkc7PKV4svP9X/6tqWlJWJjY9Hd3Y1jx46N+F6oqanBxYsXYWlpiQ0bNky7oRft7e1aLwsxpa9QZWUlbty4geXLl0+rK+DxYLqhOHTwAGK9TCHkTexPHzvTEufPntbrsTLDTExMsGnTJgwMDODw4cNQqVRobm7G6dOnYWxsPC2TGOD+gM3pdAU3VYqKipCTk4MVK1ZM+vUrLi6Gubk56+r4MN0+ffmff2P3bLMJX+Tu9LPE3i//y/hU8rGwsrLCunXr0NXVpalOXl1djYsXL8La2hqxsbHTLokhhEClUmm9fZqyV6murg4pKSlYtmwZHBwcpuqweofpHpm8WzcRbjfxWQlCHhdeVkaoq6vTYlS6I5VKsWHDBvT39+PgwYM4c+YMTE1NNStHT0cqlWpaJmi6VF5ejoyMDKxcuVIryUdJSQm8vb1Z1+vMePt0OxPhjhO/yDUT82HMB2vWGrOxsUFMTAw6Oztx+PBhJCQkwNbWFmvXrp2W7dNwoqzNgb7AFCUyarUaqampCA8Ph6ur61QcUi/pw62lbpkMJsLJfckZC7jo7u7WUkS6Z25ujkWLFml6kdavXz8tG4lhhBDWfYEyaXBwENevX0dkZCTs7Oy0ss/hgl9sw3SPTHdXF0yEk/uSMxbyWNU+2dnZYc6cOejp6QGPx0NMTMy0bZ+Ge8q0fX5T9mpJJBJUV1cz/kXOJH3o7jQ0NkLf4OQaq95BNatuDba2tuLq1auaol/Hjh3T62mak2VgYMD4FxLbiEQiVFZWauUzSgjR9MhQ42NoaIg+5eS+I/qUQ6xqn2pra3H79m2YmZlhaGhIZ4vg6oPhnhhtt09TkshwuVxER0ejp6cHV65cmbZ/pLFgOtP2mDkb+a1Prq/yKGo1QXlbH+zt7bUYle60t7fj9OnTMDExwZYtW7Bp0yb09/fj0KFDjKz2OxV4PN60TtS0jc/nIyYmBg0NDUhPT590MlNdXY3u7u4JF9Jjkra7/MfL3WcW8lv6Jry9YnAI7XIlawoRNjQ0aMbEbNq0SXOb6cEBwNMFl8sFl8vVevs0Zd+qQqEQ0dHRaG1tRVpa2lQdVu8wncg8s3sPDhR2Qa2eWGOdVNGBuSGhrFjjRCaT4eTJk5BIJNi0aRO4XC7Mzc1HDACejsmMSCSCXC5nOgxWMTQ0xJo1a1BRUYHs7OxJ7ev69esAgPDwcG2ENqWYbp9++NKr+Kpg4reFjhe2Yf0mdox/a2pqQnx8PMzNzTWL09rZ2WkGAD8423K6EIlE6OubeLI6min9a0skEkRHR+PevXuorKycykPrDaY/YBYWFpg7PwxJFR0T2v6L/G68+tbPtByV9nV3d+P48eMQiUQPzU6SSqXYvHkzBgcHcfDgwWn3pW9lZaUpyEaNnYmJCVavXo2cnBw0NjZOeD/Xrl3DrFmzWDkFnun2ycPDA8bWjshpnNhg3a8KuvDSj36s3aB0oLW1FWfPntVMRvj+625jY4P169ejt7f3iUU92cjKykrrtX6m/F1rbGyMhQsX4urVq9PuC+RJCCGMNxQA8OOf/wrvJNWgSzG+bP9CWQd6RBYICQnRUWTa0dvbi2PHjkEgEGDbtm2jzuAZvtUEAAcPHkR7e/tUh6kz1tbWel8UTF9ZWFggODgYKSkpE/4CGa4KzEb60D69+ctf4/XzFRhQje/Wyt7cVjh6+02qkOFUGL7dbWxsrOkpfpCVlRU2bNgAhUKBAwcOsGYW1lhYW1tr/UKLkXeth4cHnJyckJqaqhcDYKcS07NJVCoVPvvsM5Q1yRB74C5k/YNj2i6xrB0/S2nEkdPxjJ/D4wyvEmtgYICtW7c+dhqykZERtm/fDrFYjBMnTqCmpmYKI9Wd4URmOt5jnwqzZ8+GqanpE2+BNzQ04J1fvY/gBcvhNXse/OYuxPLojSgqKpp0Qb2pNvxeYTqR6e/vxxdffIGChk5sO1qM/jFOTDhe2I4vy1T4av9hHUc4OQqFAqdPn4ZEIkFcXNxjX28LCwts27YNXC4Xhw8fRnNz8xRGqjvTJpEBgAULFqCjowOFhYVMhcAIJhuK7u5uxMTE4KuvvsLnX3yJ13/7V6w+dA9H8lugfMTVT61MgfdS6/CjhBrUtnbi3r17Uxz12KnVapw4cQKDg4PYtGnTmIouDffaWFlZ4eLFi7h79+4URKpbUqkUHA4HnZ2dTIfCShwOB0uWLEF1dTUqKioe+n1BQQFWxsQheHEMzhSZQ7DoX7DbfB7S6AOQufwIlr7r8PN3P8Qf//xX1swe04dEpqWlBcuWLUN8fDwOHTuBNS+8hdWH7uFccRtUQ6O3T2VtcryVWIsvq/m4lHoDxsbGUxz12KnVahw7dgwcDgdxcXFjqvUkkUiwY8cOGBsb48yZM9NiSIaVlRV6e3u1ekeGsapZQqEQS5cuxcWLF2Fvbw8zs/GXpGYjphqK2tparFmzRlM5MjIyEgAwPywcn37yMf7w7RlEuxvD04QLMZ+Lrn4VLtcPonlIiBf/5yfIO74Z69atQ2xsLDIyMuDu7s7IeTzO5cuXIZPJsG7dunEtsMblcrF+/XokJSXhxo0b6O7uRlhYmA4j1S0ulwsrKys0NzezcpyGPjA0NMSiRYtw7do12NjYaKbzXkpMxJ7/92PYrvgrvBcsHNk7KTSCwNAS/i4HMSjvwJfnP0LylTicPn4QItHEi1BOheFEhqne1uLiYkRHR0MulyM1NRXBwcEAgKXLV+Jff/0Tfv3NZaz3NIGrsQGEPA46+odwvnoASpEUL7/xPv4eF6f31azPnDmD/v5+bN68eVyx8ng8bN68GefPn0diYiLmz5+PgIAAHUaqWwKBAGZmZmhuboabm5tW9skhDN/bycjIQENDA2JjYxmf+qdLKpUKX331FWJjY6d8Ibns7GzExMSAz+cjPj5+1MU65XI5zpw5g5qqSvT39UJqaYWwsHAEBwdrGrf29naEhYWBw+EgLS1Nr74ks7KykJ2djcWLF0+qEFlmZiZycnLg5uaGqKgoLUY4tQoKClBeXo7Y2FimQ2G1lJQUyOVyREdHIzMzE+u3PQ/37acgNBlb4bzG63+Bm0Eezp48zPhtm8fp6OjAsWPHsHv37ilPulJTU7FhwwbY2dkhPj5+1KKp3d3dOH36NBpqazCg6IeZlQ2WLFkCPz+/KY11olJTU1FSUoJVq1bB2dl50vuZOXMma8dhAffb687OTqxYsUIr+2M8kRkaGsKpU6fg4uKCefPmMRmKTslkMhw5cmTKG4rz589jy5YtmDlzJs6ePQtbW9tJ7e/evXsICwvDzJkzkZiYCKFQqKVIJxdTcnIy/Pz8tNKTUlxcjKtXr8LS0pK1VYAHBgawb98+rF+/Xq8STrZRKpU4fvw4fH19sW7TDtjFHoDE0mPM2xNCUBP/Gt55bjF++NwPdBjp5FRXVyMhIQEvvPDClB533759eO6557B48WIcO3YMUql0So8/FfLy8pCRkaG1npTs7GxkZWXB0dERq1atYmX71NPTg8OHD2P79u1aKV7I+CtgYGCARYsWIS8vjxULEU7UcMnsqUxiPv30U6xduxbLly/HlStXJp3EAPcHap8+fRqZmZl47rnnGB+s3draipSUFDg4OGjtdpCPjw+io6PR3t6OgwcPQqGYeAFBJqhUKpSVlUEoFE7LOhRTSSAQIDw8HN988w34NsHjSmKA+7dqrBf8DB9/8m8dRagdPT09U3pbiRCC3/72t9i1axeeeeYZnD9/flomMTU1NcjIyICnp6fWbgcFBQVh2bJlqK+vx/Hjx1n3GVcqlSgvL4dYLNba1HLGExng/ihme3t75ObmMh2KzvT29k5ZQ6FWq/GTn/wEr776Kv7nf/4Hx48f12rJ7vDwcHz33Xc4cOAA3nvvPa3td7zkcjnOnj0LY2NjrF69Wqv7dnR0RFxcHAYGBnDw4EFWDJxVq9XIy8vDwYMHUVJSgvDwcFhZWTEdFus5OzvjYlIazIKen9D2YjNnDPCskJWVpeXItKevr2/Kbu0rlUo899xzeO+99/C73/0OX375pd6Pb5kImUyGhIQEWFlZYenSpVrdt4eHB9auXYuuri4cPHgQvb29Wt2/LqhUKty6dQsHDhxAdXU1Fi1apLXkVS8SGQCYM2cOCgsLp22vTG9v75R0AcrlcmzevBl/+9vf8I9//AN/+9vfdNJAbd68GX/84x/xu9/9Dl9//bXW9/8kwzOUuFwuNm7cqJPX1szMDDt27IBAIMCxY8dQWlqq9WNoS2trK06cOIGSkhJERERg48aNmDFjBiu7nfVNT08POrvlMHYImvA+DGftxNd7D2kxKu2aqkRGJpNh9erVOHDgAPbv349f/vKXel3OYaKUSiVOnjwJsViss3Fqtra22LJlC9RqNQ4dOqTX5SMaGhpw7Ngx1NXVYcWKFVi3bh2cnZ219rdnbNbSg4Z7ZfLy8jB//nymw9E6uVw+pul2k9Hc3IzY2Fjk5+fj5MmTWLdunU6P9/bbb6O8vBwvvPACnJycsHz5cp0e7/tOnz4NhUKBOB3PVhCJRNi+fTsSEhJw5coVNDU1YfHixTo73ngNX+XcvXsXQUFBCAgImNaD5pnQ2toKQ3OnSe1DZOqE+sYLWopI+/r7+8Hn83V6jKqqKkRHR6OpqQmJiYl69TnSJrVajePHj4MQ8sRaMZNlYmKCnTt34uzZs7h48SKCgoI0M770wcDAAG7evIny8nIEBwdj1qxZOnk99OpyLSAgAEVFRRgcHFuRNjbp7+/XaSJTVFSE0NBQVFdX4+rVqzpPYoD79///9a9/ITIyEps2bZqyGiwpKSlobW3FqlWrpuS+OpfLxerVqxEcHIzi4mK9uS9dX1+Po0ePorm5GRs3bsScOXNoEqMDQ0ND4Eyy8eXoYKE8bRoYGNDpwP3MzEzMnz8fAwMDSE9Pn7ZJDHB/gkVvby/WrVs3JWMieTweNmzYgNmzZyM7Oxtnz57Vi2KYlZWVOHr0KHp7exEXF4fZs2frLKnTq0TG1tYWxsbGel10baIUCoXOeg6uXLmC8PBwGBoaIiMjA3PnztXJcUbD4/Fw5MgRuLi4aK62dCk3NxdlZWUICwuDo6OjTo/1oKCgIMTExEAmk+G7775DW1vblB5/mEqlQmpqKi5dugQ/Pz+sW7fuqanDxAQzMzMM9E7ub63sa4eVpbmWItI+pVKps/bp1KlTWLJkCdzd3ZGRkQFvb2+dHEcfpKWloaGhAcuWLYOlpeWUHjs8PBxRUVFoamrCvn37NBNMptrAwAASExNx9epVhISEYPXq1TovVKhXiQyHw8Hs2bNRUFDA+GwYbVMqlTq54vnuu++wYsUKzJs3Dzdu3ICLi4vWj/EkJiYmiI+Ph0qlQkxMjNZXNh1WU1ODmzdvwtvbm7H6Efb29ti+fTtEIhFOnDiBvLy8KT1+X18fzp49i66uLmzevBmzZ8+elmMM9ImlpSUkPBUUsroJ76Ov9CQ2xa7SYlTapVQqIRaLtbpPQgg++eQTbNy4ETExMUhKSprWg8+LiopQUFCAOXPmMFYw1M3NDVu3bgUAHD58eMrH9XV1deHUqVMYGhrCli1b4OXlNSXtk14lMgDg7u4OuVw+bdaVGKbthoIQgg8++AC7d+/G7t27cf78eZiammpt/+Pl5OSEc+fOobi4GDt27NB6afa+vj5cunQJ1tbWiIiI0Oq+x0sikWDr1q3w8PBARkYGzp8/PyVduW1tbTh16hTMzMywZs2acVUvpiaOw+HgjR+9gPbsrya0/WC/DDU5Z5Cbm6u3kxlUKhUkEonW9vf/sXffYU2e+//A3wkhIey9NyggQ3Ch4AKciIO692hra6fWnh6756ltv63V02Gr1lX3HqgggiIqAg5Qkb33noGQdf/+8EeOFEQIgSR4v64rV2t4xufJuPN57ikWi/HOO+9gw4YN+OCDD3DkyBG5J0rKpLq6GrGxsbC3t1f4fGi6urpYtmwZrKyscO3aNURFRfVL+VRSUiKdE27KlCn9+n4rXSLDYrFgY2ODoiLZ736UkUgkktsbKxAIsGrVKnzxxRf4z3/+g507d/Z5R73u8PHxwbFjxxAWFoaNGzfK7bgSiQRnz56Furo6QkJC5Hbc3mAymQgMDMTEiRNRXFyMAwcOoL6+vs/OV1RUhPPnz8Pd3R0TJkygfWH62bKlS1Cfehoifs+r6yvu7sZwbw989dVXcHFxwYEDB5SiD8PTJBKJ3KZoaGpqwpw5c7B9+3b8+eef+O677wb06DmRSISwsDBoa2v364CHrjCZTAQHB2P06NHIzs7G0aNH5bq20T9lZ2cjPDwcvr6+GD16dL+/30r56bKyshpwiYxYLJZLQVFbW4tp06bhyJEjOHToED766COlaloIDg7GL7/8gm3btuG///2vXI4ZExODpqYmhISE9PnIr54aPHgwFi5cCAaDgWPHjiEpKUnu58jNzcXly5cxduxYeHt7K9X7/aLQ0tLC159/iNyTyyERdX8Sr9qsKDDyzyDiUhgeP36MkSNHYvny5fD19UVsbGwfRtwzEolELjV8paWlmDBhAq5du4awsLB+nylYEcLDwyEUCjFr1iylS9i8vLzw0ksvobW1FYcOHUJ6errcz5GamoqYmBhMmjSpV8vD9IZyver/n5WVFSorK+U2658ykMcdT25uLvz8/JCcnIwrV65g8eLFcopOvt544w1s3LgR69evx7lz53p1rNzcXGRmZmLUqFFKO9V+2xBIR0dHJCQk4MSJE3KbDTgrKwtXr15FUFAQBg0aJJdjUrJ55eVVeHXxZGQeCoWwuabLbQkhqHp4AvU3PsGV8LPQ0dGBs7MzTp48ievXrwMAxo8fj5deegmZmZn9Ef4ztY2m6m2HzIcPH8LX1xfl5eW4ceMGpk1T3j5B8vLo0SOUlJRgwoQJStvUa2xsjGXLlsHS0hIxMTE4d+6c3EbQPXr0CPHx8Zg+fXqv1pDqLaVMZLS1taGnp4eSkhJFhyIXbdXIurq6Mh8jPj4eo0ePhkgkQlxcnNIvGPbDDz8gNDQUixcvxt27d2U6RnNzM6KiomBmZgZvb2/5BihnTCYTQUFBCA4ORmNjIw4cONDru5+ysjJcv34dU6ZMUUgnbqqjTz/6AN9++Aoe7xyHggtvo7G0fWdvsYCH8jt7kbF7AiwaziHx1pPlM542btw4xMfH48CBA7hz5w7c3d2xYcMG1NR0nRz1lbbRLb0pny5fvgx/f38YGRkhPj5epVdn7q7a2lrExcXBwcFB6W8yWCwWgoODERQUhMrKSuzfvx/5+fm9OmZeXh4SExMRHBwMC4vuLaLaV5QykQGe1MoUFxcrOgy5aGxsBCB7QXHq1ClMnDgRzs7OiIuLw+DBg+UZXp9gMpn4+++/4eHhgZCQEJm+NOfOnQOLxcKMGTP6IMK+YW1tjeXLl8PCwqJXdz+NjY24fPkyfH19+32YOdW1FcuX4uDeP7Au1ANqSZ8j5XcfPP5zFB5vH46sPeMxzakEcdGnEX7+BAwNOx9yzWQysXTpUqSnp+OLL77Arl27MGjQIBw7dqyfr+Z/5ZOsc57s2rULwcHBGDduHK5fv94hcRuIJBIJzp8/Dy6Xi6CgIEWH021OTk5Yvnw5DAwMEBERgcuXL8vUX6u6uhpXr17FhAkTYGpq2geR9gxNZPpBWyfQnhYUhBBs2bIF8+bNw+zZsxEVFdXvcxP0hqamJs6dOwcul4sZM2b0qDNsbGwsGhoaMGPGDKXrF/M8bclXYGAgKioqenz3IxAIEB4eDkdHR7i7u/dhpJSsbG1tMWiQM+JiIlBWkI6CjPsoyXuMotxU/Pj9N7Cx6d5MwFwuFx999BGysrIQFBSEhQsXYtmyZairq+vbC3iKrAtGSiQSfPTRR3j11Vexdu1anD17ts/nC1EWly9fRmtrK2bPnq10/WKeh81mIzQ0FP7+/sjPz8f+/ft7NEq4paUFERERGDp0KBwdHfsw0u5T2nfA0tIS9fX1KrEY1vNUVVWByWT26AMvEonw1ltvYePGjfj3v/+NQ4cO9evK2fJiZmaGCxcuoLi4GPPmzevWrM0lJSVITU2Fj4+PSs874ezsjGXLlvXo7kcikSA6Ohqamprw8/Prp0ipnrKyskJ5ebn086yurt6rTthmZmY4evQoDhw4gLCwMHh6eiI6Olpe4XappqamxzcLfD4fS5YswXfffYcff/wRv/32m8rdcMgqKysLBQUFGDt2rEonbu7u7liyZAm4XC7Onj2L69evP7d8EovFuHz5MszMzODjI/vaY/KmtIkMm82GiYnJgOgnU1NT06NZM9uGL/7555/YsWMHNm/erHJZ/9Pc3Nxw+vRpxMTE4PXXX+9yskORSISIiAgYGBgo1ZohstLQ0EBoaCj8/Py6dfeTkJCA+vp6TJo0SaXf84FOV1cXWlpacp3JmsFgYOnSpXjw4AEGDRqEoKAgbNiwAa2trXI7R2fq6up6NIdMVVUVJk2ahLNnz+L48ePYuHHjCzOSjs/n49q1a7CwsICbm5uiw+k1LS0tLFy4EMOGDUNaWhoOHTqE2traTrclhEiTnQkTJijVe67UJaWhoWGfzs3RX+rr67s9YqmkpATjx4/H9evXceHCBbz66qt9HF3/mDhxIv766y/s3r0bmzdvfuZ2EREREIvFmDlzZj9G1/c8PDza3f1ERER06DuTl5eHtLQ0TJ06tU/XvaHkw8DAoE/KJ1tbW1y5cgVbtmzB9u3b4efnh+zsbLmfp01TU1O3R9y0LQ+SkZGBq1evYu7cuX0WlzIKCwuTrr02kIwYMQILFiwAABw/fhzXrl3rUDuTlpaGkpISTJ06Velq35Q6kdHS0hoQTUs8Hq9bs+62rfxdWVmJGzduYOrUqf0QXf9Zvnw5vvjiC3z88cc4fPhwh79nZGSguLgY48ePV8lmtOdpu/sZPXo0CgsLsW/fPunIptbWVty4cQN+fn79shAm1Xva2tp9Vj4xmUxs2LABcXFxqK+vx7Bhw3Dy5Mk+ORefz39mp+Sn3bhxA2PGjIGamhpu376N0aNH90k8yurevXuoqalRyh9yedDX18eyZcvg7e2NzMxM7Nu3D7m5uQCe/Ibdvn0b48ePl+sM0PKi1O+Gtrb2M5uWRCIRRCIRhEIhhEJhu3+3/X/bQywWQyQSgclkgsVitXuoq6tDXV0dXC4XXC4XbDZb7lX6AoHguQVFREQE5s+fD2dnZ4SFhcHS0lKuMSiLzz77DDk5OVi1ahWsra2lw8ibm5ulIx5UYVRWb3h5ecHV1RWXL19GTEwMHjx4AENDQxgYGCj9ME7qf7S1tZ+5cOg/y6fOyqV/llFqampQU1NrVz4ZGhriwoUL+Pe//4158+bh7bffxv/93//JrcZOIpFAJBI9ty/akSNHsHLlSowZMwanTp3qVuIzkNTV1eHOnTsYPHjwgB+VNWrUKHh4eCA8PByRkZEwNTUFm82GnZ1dtzux9zelTmS0tLRQWVmJQ4cOtfvCd3dBybY2PAaDAQaDId3vn/99lrbEh81mQ0NDA5qamtDS0oKuri709fWhr68PHR2dLhMfkUgEiUQCc3PzZ26zY8cOvPHGG9IZe5V1YiV5YDAY2LlzJwoLCzFnzhzpcPILFy5ATU1twNVCPQubzUZISAiKiooQGRmJ5uZmhIaGKlW7M9U1LS0tJCUl4dChQxAKhRCLxT0un54uo7oqn6ZPnw4ul4vff/8d58+fxxtvvAEDAwOoq6s/s3wyMDCAlpZWl+VT2xwyz7pxIoTgu+++w0cffYTly5dj165dfbZKtrKSSCQICwuDpqYmxo8fr+hw+oWmpiZeeukl5OTk4OrVq+BwOJg3b56iw3ompU5kuFwuJBIJ9PT02n1RtbW1oaWlBQ6HI71z6U1NikQigUAgAJ/PB5/PR0tLC1pbW8Hj8dDY2Agej4eWlhZUVVWhtLQUIpGoXSHDYDCgpqYGNpsNLS0tGBgYwNjYGBYWFtJF4joba982fPH777/Hm2++ia1btw7IKst/YrPZOHnyJPz8/BAcHIwdO3agtrYWM2fOfCGu/2lWVlbQ19eHtbV1ryYko/ofl8sFIQT6+vqdlk9sNlta48tisXpdPi1YsAArV67E6tWrsW3bNvzyyy/Q19eXlk+VlZUoKSl5ZvnE4XCgra0tLZ8sLS2lU1x01lwgFAqxbt06/PXXX/j888/x+eefv5CJ9s2bN9Hc3IwFCxa8cB3w7ezsoKmpCS8vL6Vu7meQ7t4+KEBTUxMOHTqEV155RSk/QM3NzaipqUFdXR0aGhqkj+bmZgiFwnaFiY6ODvT19WFqagpra2vo6Ohg9erVOH78OH766SesX7/+hSskcnNzMXr0aOjo6GDbtm0qNfGdvGRlZSE+Ph4LFixQioU/qe6rrKxEeHg4li9f3q/nLSgowJQpU1BbW4vw8PBOh8FKJBJp+VRfX4+GhgbU19ejsbERLS0tHconPT29duUTi8XCwoULce3aNezcuRMrV67sz0tUGo2NjTh8+DA8PT0xZswYRYfT7x48eID09HTMnTtXKX+D2yj17W9bFaZQKFTKURyamprQ1NR85syrfD4fFy9eRF1dHbS0tFBdXY3i4mLExMTg999/R2FhITZs2AAPDw9kZ2fD3t7+haqRcHBwwAcffIAPP/wQ+/btw/Tp05X6yyJvIpEI8fHxGDlyJE1iVBCbze7zodGdsbW1RWxsLIKDgzFhwgScO3cOEydObLcNk8mEtrZ2l83UPB4P58+fR0tLCzQ0NFBRUYHCwkJERETgl19+QW1tLTZt2gRra2vk5+fDxsbmhfp+Ak8WhORwOPD19VV0KP2Oz+fj3r17KjEVhFL/arYV7sqayDyPhoYGhEIhDA0NMWvWLABPhi9Onz4ddXV1+OWXX2BmZoaSkhJp73ANDQ0YGRnBzs4Ozs7OSl2d11slJSXQ0dHBjz/+iPXr1+Pjjz/ucmj2QJORkQEOh0M7+KoodXV1SCQSaUfd/mRiYoLo6GiEhoZK+9bNmTOnR8fQ0tKCUCiElZUVpkyZAuDJyJy22bT/+OMP6OjooLCwUDr8m8vlwsTEBPb29nB2dh7QN14ZGRmora1FcHCw0v+Q94WUlBSYmJioxBIpSv0pFIvFAKC0X5aGhgbs27MfZ49dRE1NNZhMJoxNTLBo1VwsWrQQGhoaaG5ulnaki42NxZw5c2BqaorExEQ4ODhIjyUSiZCbm4vc3FxUVFSguLgYt27dgrq6OgwMDGBjYwMXF5cB0xFYIpHgypUr0NfXx4IFCyASibBx40Y4OjoOmLlznic9PR1Dhgx54ZoUBwqRSAQGg6GwHzkdHR1cuHABy5Ytw9y5c7Fjxw68/PLL0r9XV1dj5x9/4XJYNGpra8BSV4e5uTlWvLoIc0LnQF1dHXw+X9p/LywsDIsWLcKQIUNw/vx5mJmZSY8lEomQlZWFvLw8VFZWoqCgANevXwebzYahoSFsbW0xePBgpRyaKwuRSIQbN27A3NxcJX7I5Y0QgvT0dJWZXVw5M4T/r63aVtl6yZeXl+OTD75A9OVr8NNfgDn6m6FnagpCJKhpKUHYd0fw1YffYs68WbAfZAMLCwscOnQIq1evhr+/P06ePAkDA4N2x2SxWBg0aJD07lwikaCkpARZWVkoKyvDvXv3cPfuXaipqUFPTw+WlpYYPHiwSq299LTExETw+XzMnj0bALBhwwZkZ2dj3bp1sLW1HfCjl2pqalBTUwNnZ2dFh0LJqLW1FRwOR6GJKIfDwZEjR/DWW2/hlVdeQVVVFRYsWICP//UFEm/dxTj9pZivvwU6ZoYQExEq6/Nx4NMD2LThUyxaNh+WtuawsrLCr7/+infffRezZ8/GgQMHOiQkLBYLrq6ucHV1BfCkfMrPz0dOTg7Ky8uRmJiIhIQEsFgsaef1QYMGdSjnVEVMTAzEYrG0pupFU1xcDLFYDFtbW0WH0i1K3dm3pqYGZ8+exerVqxUdilRGRgZmTnkJ07Xfg7/JPKgxO88FBWI+Iit24Wr9X3hp8Uz89NNPWLFiBXbu3ClzYlZZWYnMzEyUlJSgvr4eYrEYDAYD+vr6cHJygoeHh9IlfZ1pbm7GwYMHMXjwYEyYMEH6vEgkwpw5c3D9+nXcuHEDXl5eCoyyb926dQt8Ph+BgYGKDoWSUVFREW7evImFCxcqOhQQQvDFF1/gq6++gpmeDVbb/oThxtPBZHReW9QiakJY2TYkCc9h4tSx+OOPP/Dee+/hhx9+kLmZrLy8HBkZGSgtLUVDQwMkEgmYTKZ0fqQhQ4Yobe3606qrq3Hy5EkMHz4cw4cPV3Q4ChEVFQUtLS2VmfRQqROZ0tJSXL16FUuWLFF0KACe9OmYOHoyXjH7A8663fuAJ1ZewC+pa/HuB2/gm2++kevdW1NTE9LT05GTk4O6ujoQQqClpQU7OzsMHTpUaRc0O336NOrq6rBy5coO1fJNTU0YP348KisrER8fPyAnBhSLxThw4AAmT548IK/vRZGTk4Pk5GSEhoYqOhQAT26yAkZPxabBp2Gl1b1JJaNK9mJv1kf49scv8e6778o1nrq6OqSnpyMvL0+6lIOOjg7s7e0xdOhQpW2GOnz4MMRiMZYtW6boUBSCz+fj4MGDmDt3rsrMMq7U6XFb1a2yeHXFG5hv9HW3kxgAGGkyA4uEn6CuskDuVdDa2trSuwaJRIKsrCykpaUhPT0djx8/BpvNhpWVFby9vZVmFenc3FxUVlZi8uTJnfYt0NbWRlhYGHx9fRESEoLr168PmH5BbfLz88HhcGBhYaHoUKheULbyaem8VXjbcW+3kxgACLJchQpRHprqmuUej76+Pnx9feHr6wuRSISMjAykp6cjJSUFDx8+hIaGBqytreHj46M0TVAPHz5EY2OjtMn7RZSVlQVjY2OVSWIAmsh0W0FBAfLTSrBmcM/7bkw2fxkfnh8NHo/X7cUje4rJZGLw4MHS6f1LS0vx6NEjFBcXIzc3F+rq6tJCQ1H9aiQSCWJiYmBsbNyuo/M/WVpa4sKFCxg7diwWLVqEM2fOqESVdHelpaXBxcWFdvJVccpUPt29exesJj0Mduj5ivGzLDfgq11B2PTJB302+orFYmHIkCEYMmQIgCflaUpKCvLy8pCVlQUOhwNbW1v4+Pgo7Ae0bToEW1vbdh2dXzTp6elwd3dXdBg9otS/DspUUPy29Q9M1F8t04+POpMNX/1QHNh/EK+tW9sH0XVkYWEhveOvrq7G/fv3UVRUhNzcXLDZbNjY2MDb2xtGRkb9Eg/wZNE5oVDYrY68Xl5eOHHiBIKDg/Huu+/i119/HRA//E1NTSgpKWnXN4hSTcpUPm37v98RqCPbaD8tlh4Gc8cgLCys32oibG1tpR1Jy8vLkZSUhNzcXGRmZkJDQwN2dnbw8fHp19muIyMjAQCTJk3qt3Mqm6qqKtTX18PR0VHRofSIUicyDQ0NStPP4/SJs/jSMUbm/ccZLMOB3e/0WyLzNCMjI+mXs7KyEklJSSgoKEB2djY4HA5cXV0xfPjwPq31aGhoQFpaGjw9PbtdKzVlyhRs374da9euhZOTE9577z0QQnD79m389sv3SExMAPP/5zYsdTbmzV+Kta+9pdRNNvn5+bCwsOizmjmq/9TX1yvNnXvM1Rj86L5V5v3H6i7DgV07FdKkYmZmJr25KS0tRVJSErKzs5Geng4ulwt3d3d4e3v36TD38vJyFBYWws/Pb0DV/vZUXl4e7O3tVWLQyNOU+h2rqqqCh4eHosMAAIhFEnDUZO+cZsyxRlVppRwjko2JiQkmT54MAKioqEBCQgIePHiABw8ewNzcHKNHj+6T/jQRERHQ0NDo8QyZr776KrKzs/H++++Dx2vC2dMHYWUiwqvzdfHnR67SWpqGJhGOhJ3B9Ml74DpkGH7bvq9fa5u6q7y8vMsFRCnVUVVVpRRV8C0tLdBU14UaQ/ZmIWMNG5SXVcgxKtk8XZNcXFyMO3fu4M6dO7h79y5sbGwwevToPml6ioyMhK6urtL83ihKeXl5l83+ykppExmJRILq6mrlmSell2O7GAwmxBKxfGKRE1NTU4SEhEAkEuHevXtIS0vD6dOnpYuEeXh4yOUuqLczZH777beIjb2GPTu/w/kd3nCw4XbYRlebhbWLzPHqQjOcCC9A4MRROH/hqtLNg1BeXi7tx0SpLj6fj6amJqUon8RiMZi9SGIAgAkmRCKRnCKSDysrK1hZWUEgEODOnTvIyMjAsWPHoKOjA29vb7i4uMilfLp79y6am5uVenXn/iCRSFBRUaEyQ66fprSJTG1tLZhMJvT09BQdyhNMAgmRPHNehudpEtZAT0dJruUfWCwWRo0ahVGjRqG4uBgJCQm4ffs2EhISYGtrizFjxsjcxCeRSHDz5s1ezZAZFXUFrU0FuHlsJPR0uv7IMhgMzJ9uAjMjdcyeGYSrMYlK0/u+ubkZjY2Nna6ETqmWqqoq6OjoKEUfGS0tLfAE9b06RqOwGoaGhnKKSL7YbDb8/Pzg5+eH3Nxc3L17F7Gxsbh16xYcHBwwevRomYdyi0Qi3L9/H46Ojkp7/f2lpqYGAJRmBFlPKG0iU1paCjMzM6Xp4OnnPwZJGZEYZiTbjLPxNWcQPEf5Z6u1srJCaGgo+Hw+EhMTkZWVhcOHD0NPTw8+Pj49rk24f/8+hEIhgoKCZIpHLBZj/Tuv4Oxvjs9NYp42fpQ+VsxswXebv8B332+V6dzyVlFRAQMDA5Vrf6Y6Ki0tVZomQgaDgUGDnZHdcB9Ouh1Xwu6OhIYzmLFC+WexdXBwgIODA5qbm3H79m3k5uYiKysLhoaGGDlyJOzs7Hp0vJs3b4IQ0mHRzRdRZWUlTExMVHJdKaWNuLS0VKk6bb77wZuIbtgp076EEFyt3YPX3lSdNYQ0NDQwbtw4rF69GoGBgWAwGLh27Rp2796NmJgY8Pn85x5DIpEgKSkJdnZ2MnduDQ8Px0gPDVia9fzOd/kcU5w+dUwhKxR3pra2ViXvdqiOSkpKlGoyw/Wb3kRU/Q6Z9hVJhLhddxLLV6rOBHCampoIDAzE6tWrMW7cOAiFQkRERGDv3r24desWBALBc48hEAiQkZEBV1fXF7qDb5va2lqVrZVSykSGEILS0lKlKihGjBiBVm4NinhpPd43uSYKbkMHKdX19ISzszMWLFiAJUuWwMbGBpmZmdi/fz9Onz4trY7sTHx8PCQSSa+GGv/23+/w6gJ9mfbV5Kph2jhdnDhxXObzyxNNZAYGkUiEyspKpbrRmjZtGrL5iahtLe3xvjcrj2Nq8GSVnHiSyWTCzc0NixcvxoIFC2BmZoaUlBTs3bsXYWFhaGxsfOa+MTExYDAYGDNmTD9GrLxUuXxSykSmtLQUhBClmY22ze+7t+HXglWoF3R/9FFpczYOVW7Cj79s7sPI+oe2tjYmT56MNWvWYMyYMWhsbMSJEydw6tQpVFVVtdtWJBIhJSUFTk5O0NDQkOl8YrEY2dkZ8Bki+xD8uVN0EHb2sMz7y1NdXZ3KFhTU/+Tn50NHR0dppoYAADU1NWz7/Uf8nLcELaKmbu+X03gf4U1b8fl/Pu7D6PqHvr4+pk+fjpdffhnDhw9HVVUVDh8+jHPnzkmXSGjT3NyM3NxceHl50dqY/0+VyyelTGTS0tIwaNAgpWur8/X1xY/b/4PN2bNQ0pz13O0zG+7gs+Qp2Ht0x4Ba5ZjJZMLT0xMrVqzAxIkTwePxcOrUKZw4cQIVFU+GcLa1PY8fP17m89TV1cHQQLYkqI2JoTpqaqp7dQx5qa+vV5qOx5TslHVm5uCQYLz3xTp8mzUT1a0lz90+uTYKO8rW4mz4CaXp7yMPTCYTw4cPx6pVqzBmzBjU1tbi6NGjOHPmDGprawEA165dA4vFwogRIxQcrXIQCoXg8XjKM7imh5QuFW1tbUVubq7SLMT2T7Nmz4SJqTHWrlwFw0o7BOq8Cg+DCdJCTSwR4U71JVxt2AmBRj0ahFW4ePEixo4dq+DI+0bbsghZWVm4ffs2zpw5A11dXTQ0NPR6tVsmk9nrYe+EQGkSYpFIBHV1dUWHQfVCY2MjSktLERAQoOhQOrXmlVWwsDDD+jfnwFZ9KIL0XsUg3ZHS8kkoEeB25WlcbfgLhjZaiL4VIfNoQlXg6ekJT09PPH78GHfu3MHx48dhYGCA2tpa+Pr6Kk3ZoGhi8ZOpQVS1fFK6RCY7OxuGhoZK3elozJgxeJB+F7du3cLW73/DnoR3oc7kgBCCFgEPLq6DsfPvnzB06FBs3rwZn3zyCWbNmqWS4/O7y9nZGc7OzsjNzUV0dDSAJ02EVVVVMs+1oaenh8qaFhBCZL77LalohYmp4ueSIYT06joo5ZCeng4bGxulXbkZAKbPmI6p06ciKioKW7/bij9THoPF5EBCxGgVtsDL2xPHTu1+oeYzalvnKT09HTExT2Zoz8nJgZ2dHa0lxZOBGYDy3PT1lNIlMmlpaXBzc1N0GM/FYDDg7+8P/3P+AJ7cbTMYDBw+fBiGhoYYOnQoAOBf//oXzpw5g5UrV+L+/ftKXQDKg5WVFSQSCWxtbVFVVYVTp07B2NgYgYGBPS4wnlQRj8CNO2UYN1K2tttDYY2Yt3S1TPvKEyFPqpZUtaCgnhT26enp8Pf3V3Qoz8VkMjF58mTpLN4ikQhMJhN79+6Fk5PTC5XEPK2tg7azszMKCwtx7NgxWFhYICAgQCU7O8tLWyKjqjdaSlWqVlVVoa6uDk5OTooOpcdYLBYIIWhubsagQYPaPb9v3z4UFBTgo48+UmCE/SM2NhYMBgNTpkzBsmXLMHHiRDQ1NeHYsWM4d+4ceDxej4735tubsOvEs0cedKW+UYTbyS2YMWOGTPvLk6rf8VBPpswnhCjdbNHdwWKxwOPxIBKJpCtQv4hiYmLAZrMRGBiIlStXws/PD1VVVTh06BAuXbrUrWklBqK22mKayMhBWloaHB0dVXbCsIyMDADokIi5urpi8+bN2LZtG65evaqI0PqFQCBATk4O3NzcpD/YgwcPxooVK+Dv74/q6mocOnQI169fl/6wP8+4ceOQVQikZfcsAQKA3w+WY9nyl6Gm1rvp2+WBJjKqLy0tDYMHD1bZ9zAlJQVMJlPpRoP2l6amJpSWlmLYsGHS5zw8PLBy5UqMGDECJSUl+Pvvv5GQkNDt8mmgkEgkKvu5BpQokWlqakJ6erpKL9qVlZUFLS2tTj8Q77zzDiZMmIDVq1d3ObeBKrt58yYYDEanC0O6u7tj5cqVcHd3R3p6Ovbt2ydN/LrCYDDw5dc/YebaZBSXdf9u6filSsTc18J7Gzf16Br6iqpX3b7oqqurUVBQoBLN3s9SUFCgssNr5eHatWtgs9nw8vJq9zyTycSwYcOwcuVKODk5ISkpCX///Tfy8/MVFGn/k0gkKl02KU0ic+fOHTg4OCjFImyyqqqqgo2NTad/YzKZ2LNnD6qqqrBx48Z+jqzviUQiZGVlwcXF5ZkjlZhMJvz8/LB06VIYGhri2rVrOHr0aJeT6pWVlWHDhg1gqhth1rps3LpXJ+1v0hl+qxg/7ynFzlNqOHMuUuY5bOSN9pFRbQkJCRgyZIhSzR3TExKJBPX19Sq5srE88Hg8lJSUwMfn2Us4sFgsBAYGYtGiRdDW1kZERAROnjyJpqbuz8ujqgghKl02KUXkNTU1yMrKUukx/dXV1RCJRF3WKDk4OGDLli3YuXMnLl682I/R9b3ExEQA6NYsmZqampg9ezZCQkIgFApx4sQJREREdFh9t76+HtOmTQOfz0ds7A2cOB2FX47pIWB5JvadLkdNvRASCYFQKEFWfjM+21aMMQvTUY8gREbdUqqRb7RGRnWVlJSgrKysyx9BZZefnw9CyAvbP+bWrVtgsVjw9PR87ra6urqYO3cuJk+ejKamJhw6dAhXr14d0M1NtGlJDrS0tMBisZCUlKSyna0ePXoEFov13B/PV199FZMnT8Y777zTrfVAVEVaWhpsbGx6NG+MpaUlli1bhlGjRqGwsBB79+7F/fv3AQAtLS2YNWsW8vPzERERAXt7e7i7u+Ps+WicOHsThbwpmLe+CqPmZ2Hcsjxs/FECD78PkPQgBz/8+Au4XG5fXapM2l4XoVCo4EiontLR0QEhRLoAqipKTU0Fl8tVmhrK/iSRSJCfn9/jSVYdHBywfPlyDB06FFlZWdi7dy9SU1P7MFLFYbFYEAqFXdZ2KzOlSGQ4HA7mzp2L5uZmHDt2DGVlZYoOqccKCwu71YmOwWBgy5YtyM3NxZ9//tkPkfW9jIwMCIVCmYelent7Y9WqVbC1tUViYiL27t2LOXPmIDExERcuXOhQy2Vra4tvN2/B7YTHeJxWgAePchEZHY9Vq9YoXQLThsPhgMPhDNj+UQOZjo4OQkNDUVlZiePHj3fZFKqsysvLVXatt966d+8eCCGd9t17HiaTCV9fXyxfvhympqaIjY3F4cOHUVnZ/WVqVIG2tjbEYjGam5sVHYpMlCKRAZ4UFlOnTsWIESNw8eJF5OXlKTqkbhOJRGhuboaLi0u3tvfw8MCqVavw1VdfdVgDRBXdvXsXBgYGveo/wGKxMGXKFMybNw/79u3DlStXsGnTJowaNUqOkSqWjo4OGhoaFB0GJQMDAwPMnDkTrq6uOHfuHEpKnr8EgLJoaGiAUChU6YEUvZGSkgILC4tejYbV0NBASEgIZs+eDYlEgtOnTyM6OnrANDexWCxoaWmp7I2W0iQywJPaiiFDhiAgIADR0dEqU4336NEjMBiMHq2n9OWXX4LH4+GHH37ow8j6XnV1NRobG2W62+nM999/j2vXruHbb7+FpaUl9u/fj9zcXLkcW5EkEgk0NDRUtqCgnpRPw4YNw+jRoxEeHo6cnBxFh9QtycnJUFNTg5mZmaJD6Xf5+flobW2Fn5+fXI5nZmaGpUuXYvjw4cjOzsb+/ftVKql9FrFYDC6Xq7I3Wko3sy/wpG2Sy+UiIiICPB4Pw4cPV+pOkunp6TAwMOhR+6u1tTU2bNiALVu2YN26dSq73snNmzehoaEhl0nCfvrpJ/zwww/YunUr3n33XfD5fISHhyMyMhIWFhaYOnWqyswx1Nrairy8PJSXl6Oqqgq1tbVgMBgDepmKF4Wrqyu4XC6io6PR3Nys9DUdubm5L2QSAwDx8fHQ1dWVe8f/4cOHw8XFBZcuXUJYWBjs7e0RGBioMitpNzc3Iy8vDxUVFdLySUNDQzrzsaphECXu3VNbW4uLFy/C1dUVw4cPV3Q4nRIIBNi7dy/GjRvX4zkm6uvr4ezsjDlz5mDnzp19FGHfabv2ESNGtJtkShaXL1/GtGnTsGnTJnz77bft/paRkYHY2FgAwIQJE5R2JXGhUIj8/HxkZWWhqKgIRkZGsLS0hLGxMYyNjaGrq6vUCTnVM+Xl5QgPD8fIkSOVdjRQfX09jh49ihkzZsDKykrR4fSrtmsPDAzs0zLjwYMHiI+PB4vFwuTJk5X2plQgECA3NxdZWVkoKSmBqamptHwyMjKCjo6OypZPSp3IAE+GZp89exZBQUFKOTV4QkICkpOT8fLLL8s0fO2nn37Cpk2bkJmZCXt7e/kH2IeuX7+OjIwMrFmzpldD94qLi+Ht7Y0RI0bgwoULnR5LIBAgPDwcZWVlsLS0xLRp05Ti7kcsFqOoqAhZWVnIz8+HtrY2nJ2d4eTkBD09PUWHR/Wx0tJSXLp0CTNmzFDKWo/o6Gjk5eVhzZo1ig6l3126dAnl5eVYtWpVn5+Lz+fjwoULqK6uhqOjIwIDA5ViOLNIJEJBQQGysrJQWFgIfX19afk0kNaWUvpEBngyY+6NGzcwd+5cpZuQ6tChQ+ByuQgNDZVpfx6PBwcHB8yZMwc7duyQc3R9RyKRYM+ePbCzs8OkSZNkPo5IJEJgYCBycnKQlJT03AkRMzIycP36dTCZTEyaNElhyS2Px0NSUhKysrKgrq4OJycnODs7w9DQUGXvaijZPHz4EA8ePMDcuXOVbnjz3r17YWlpiSlTpig6lH4lEomwZ88eeHp69mtzblvtDJvNxrRp0xSW3DY0NOD+/fvIycmBpqamtHwaqCt9Kz5l7AZnZ2c4OjoiJiZGqca5Nzc3o6mpqcOU1z2hpaWFDz74AHv27FGpkVqpqakQi8W97kT32Wef4datWzh69Gi3ZnUePHgwli1bBn19fYSHh+Py5cv9OnKAz+fj9u3bOHLkCFpaWjB16lQsXrwYvr6+MDIyoknMC8jDwwPGxsa4efOmokNpp7KyEgKBQKUn8pNV2wSd/T3JqpeXFxYvXgwNDQ2cPXu2R+vKyQOPx0NsbCyOHz8OQghmzpyJBQsWYMSIEQM2iQFUJJEBgNGjR6OhoQEpKSmKDkXq3r17YDKZvZ72e926dTAwMMDmzZvlFFnfu3//PoyNjaGpqSnzMS5duoTNmzfj22+/7dEcNBoaGnjppZfg5+eH/Px8HDx4sM+HsYvFYty/fx+HDx9GbW0tZs+ejUmTJsHc3JwmLy84BoOBcePGoaioSKlGMt2/fx9sNvuFXCRSlgk65UVbWxsLFy6Ej48P0tLScPTo0T6fn0UoFCI+Ph5HjhxBa2sr5s6di4kTJ8LY2PiFKJ9UJpFhs9kYO3Ys7t6922Eqe0XJzc2Fubl5r9tCtbS08P7772PPnj0qsVBZdXU1mpube1VlW1FRgZUrVyI4OBjvv/++TMfw8PDAwoULAQDHjh1Denq6zPF0pbCwEMePH0dOTg6mTZuG6dOnq/SaYJT8aWpqYvTo0Uq1cnJRUZFS9ivsa/n5+RAKhXIbci2rkSNHIjQ0FK2trTh06FCflO2EEGRnZ+PYsWMoLy+X3mAN5NqXzqhMIgMANjY20NbW7taqyX2tvr4eLS0t8Pb2lsvx3njjDejo6OC3336Ty/H60p07d8Bms2WeKZQQgrVr1wIAdu/e3atEUFdXF0uXLoWNjQ1iYmIQGRkptx+SlpYWXL58GVFRUfD09ERoaKjKDk+k+t6gQYMgFotRUFCg6FBQXFwMkUiktKM9+9K9e/egra0NXV1dRYcCExMTLFu2DMbGxoiIiJCOvpSHxsZGXLx4Ebdu3cLIkSMxc+bMF/YGS6USGQaDAU9PTzx8+FDhfWXu3bsHFoslt6F22traWLZsGfbv36/U67lIJBIUFhbC0dFR5mPs2bMHZ8+exc6dO+XSGY7JZGLatGnw9/dHXl4eDh8+3OsVa6uqqnD69GkwGAwsXLgQ7u7uSjEKgVJeTCYTHh4eePDggaJDwf3796GhofHCjZwTiUSoqqrq8VQYfYnFYmHOnDkYPnw4UlNTcezYsV6vKVhaWorTp09DR0cHCxcuxODBg1+IJqRnUbmS2cnJCUKhUOF3Pfn5+XKfl2H16tXSuSmUVXZ2NiQSicyd6HJycvDuu+9izZo1mD17tlxjc3d3x7x58yASiXDkyBFkZ2fLHOP58+fh5uaGSZMmKe36TZTycXV1RXV1NSoqKhQaR1lZWa9uNlRVcnIyAHRrlev+Nnz4cMyePRtNTU04ePAgioqKZDpOamoqLl26hBEjRmD8+PEqM0loX1K5REZNTU3hdz1VVVUQCAS9ngTun7y9veHj44Pdu3fL9bjylJycDF1dXZk6+YrFYqxYsQImJibYunWr/IPDkzVxli5dCnNzc0RFReHq1avdbmoihODOnTuIiYlBQEAAfHx8Xui7HKrnOBwOXFxcFFo+5ebmQiKRyL18UgVpaWkwMTFRijmmOmNmZiYddXnx4kXExcV1e1+JRIIbN24gMTER06ZNU9pJGBVB5RIZAHBzc0N5ebnC1oVISEjos9EAa9asQVhYGMrLy+V+7N4SCASoqamReUr2HTt24NatW9i3b1+fzgfEYrEQEhICX19fZGZmdmvUgFAoRGRkJDIzMzF79myVm5yQUh4eHh7Izc1Fa2urQs7f1kekNyMKVVFDQwN4PJ7SJ3BsNhtz587F0KFD8fDhQ5w8eRICgaDLffh8Pi5evIiysjKEhoa+sCuZP4typq3PweFwYGZmhpKSEmmHLolEAj6fD4FA0OlDIpGAw+GAzWaDw+FAU1MT2traPa6Wk0gkKC4uhru7e19cGpYsWYKNGzfiwIED2LhxY5+cQ1ZJSUnShT17qr6+Hp9//jlWrFiBcePG9UF0HQ0dOhRWVlYICwvDoUOHEBwc3GkB0NjYiIiICGhoaCA0NFTpJjWjVIuuri50dXVRVlYGOzs7AE9qI1tbWzuUS23PAZCWTU+XT+rq6j06N5/PR3V1tcJH7CjCnTt3wGKxVGaklq+vL6ytrREeHo6DBw9i1qxZMDIy6rBdTU0NIiIiYGRkhKlTp/b4M/EiUMlEBgAsLCyQlpbWblE+iUQCNTU1sNnsDg8Gg9Gu4ODxeBCJRGCz2dDR0YGZmRksLS1hYWHRZZ+I5ORkEEL6bKIlQ0NDhIaGYvfu3XjvvfeUqmkjMzMTpqamMnV63bx5M5qamvCf//ynDyJ7NmNjYyxbtgxnzpxBWFgY/P392yWhjY2NOHv2LOzt7eHn50c79FJyYWlpiYcPHyInJwfV1dWora0FIaRd+dR2Y9V2M9VWPrW2toLH40EsFoPD4UBXVxfm5uawsLCAubl5l4l2QkICmEzmC9nsUFBQABsbG0WH0SNWVlZYunQpTp06hVOnTiEoKKhd36aamhqcO3cOHh4eSr94siKpbCLj5uYGoVAINTU1+Pj4wMjICNra2lBTU+vW/oQQtLa2oqmpCQ0NDSgtLcW9e/dQU1MDfX19WFhYSBObp6toU1JSYGpq2qcdrNasWYOpU6ciISEBvr6+fXaenuDxeODxeDLd6eXl5WHr1q344IMPFLJwHYvFwrx58xAVFYWbN2+iuroa48ePl1bX2tvbw9/fnxYSlNx4e3sjKSkJXC4XDg4OMDQ0hJaWlkzlU11dHUpLS5GQkIC6ujoYGRnBwsJC+ng6scnOzoatre0Ll5CXl5f3Sb/F/qChoYFFixbh4sWLuHLlCnx8fDBy5Ejp8GpPT88Xchh9T6jEWkv9ic/no6ysDCUlJSgtLUVNTQ0sLCzg6uoKHR0dnD17FiEhIX3aRikWi+Hg4IDg4GD88ccffXaenrh+/ToyMzPx8ssv93jfJUuW4OrVq8jMzFT4QmX3799HYmIiTExMQAiBrq6u0izwRlHP09zcjNLSUumjrq4ONjY2cHFxgUQiQVRUFBYtWqQUc6j0p/DwcJSXl2PlypWKDqVX4uLi8PDhQ1hbW6OhoQHW1tb0JqsbVLZGpq9oaGjA3t5e2tmzubkZmZmZuHv3LpqamsBisfp84Uo1NTVMnz4d+w6eQFhEDCSEgMFgQEtTE6tXLMZrr66BoaFhn8bwT7m5uTIlb/Hx8Th8+DB27dql8CQGAHx8fGBgYIArV67AzMwMAQEBNImhVEbbAoBOTk4AgKamJqSnpyMuLg58Ph8cDkdpR+z0peLiYgwaNEjRYfTamDFjYGBggBs3bsDW1hZ+fn40iekGWiPTTYQQlJWV4dGjR8jPz4e9vT28vLxgamoq1/MkJCTgtbfeRzWPCT3vtTAeEgKm2pOCScCrQnXSAdQ+PIjxY33x569b+mUq6traWhw/fhyzZ8/u0QR2hBCMHTsWTU1NuHfvXrer1ftaQkICcnNzMWfOHHA4HEWHQ1G9RghBcXExHjx4gNLSUjg5OcHLy6vfb3gUoaCgAOHh4ViyZIlS3Cz1BiEEMTExqK2txcyZM1/IpFQW9FXqJgaDIW2TbmhowKNHjxAWFiat+tPS0ur1Oc6eO491734Mm9l/YZB5x1FRbC1jWPivh/mYd/A4+SBG+QfiWmRYnw/Fe/jwIVgsVo9n4T158iRu3bqFy5cvK00Sk5WVhcePH9MkhhpQGAwGrK2tYW1tjdraWjx8+BCnT5+Gk5MTRo8ePaBH4qWkpEBDQ0PlkxjgybUUFRUhNDSUJjE9QGtkeqGlpQVxcXHIz8+Hr68v3NzcZK4GvHnzJuYvfwNOS86Brd29+WlqMyPRkvA14m9G92mb+MGDB6Grq4uZM2d2+FtOTg62bP8vLl+NQguvGQwGAyZmplizcDl+/P4HuLm54eLFi30WW080NjbixIkTCAoKUpkhmhQlq6amJty4cQMVFRXw8/ODk5PTgGym2Lt3L2xsbBAUFKToUHqluroaZ86cQUhIiFyWbnmR0M4BvcDlchEYGIhJkyYhKSkJYWFhqKur6/FxCCFYvmYd7OYe7HYSAwAGgyYDjgvw1Tff9/ic3dU2VN3V1bXd8w8ePMDY6YGYuHQmrrnUwyJsFQbdeQ/OCevB+W0afs48h+KmKuiaGfb5EvbdQQjBzZs34ejoSJMY6oWgra2NqVOnwt/fH3FxcYiIiOj1GmTKpr6+HgKBQCmXJOgJiUSC2NhYeHp60iRGBjSRkQMbGxvMnz8fRkZGOHXqFO7fv9+jFZijo6OhZugOTaOer41iNnwNDh098dyZIWWVmpoKBoMh7VwIABGRlzFtyRzwNw3HoKg3YbZkJFi6XDAYDDCYTHDtjWH39Uz4Z/4HD1wFGDNpPKqrq/skvu7Kzc1FRUWF0gxnp6j+0PbdnT9/PjQ0NHD8+HGkpKQofNFdeXn48CHU1NTk3lexv6WmpqKlpUUlh48rA9oIJyfq6urw8/ODs7MzYmJikJ2djYkTJ3ZrWfXvfvoNet5vyXReNbYmtOyD8OGHH8HV1QXl5eWoqKhAeXk5GhsbIZFI2j0YDAZ0dHSgr68PQ0NDmJqawtTUFI6OjnBxcYG5uXm76uesrCzo6elJR/YkJiZi9Xvr4Hj2FXAs9LuMjclmweLtiaiy0sOk2dNxKzJGIQswCgQC3Lp1a8D3FaCoZ9HQ0MDEiRPh7OyM2NhYZGVlYeLEiSq/OnZBQUGfLBXTn5qbm5GQkIBJkybRfjEyon1k+oBYLMb9+/fx8OFDBAYGSqcp7wwhBOY2g+H+ZpLM7dcNhXeRtHcOxC21MDY2hpmZGUxNTaGjowM1NTUwmUzpfyUSCRoaGlBfX4/q6mpUVlaipqZGeixdXV24uLjA1dUVXl5eqK6uxqxZszBmzBgQQuDsPQQm+xZAa3DPqj+Lv7uMhZxh+PLjz2S6xt64efMmamtrMWPGjAHZR4CiekIoFCIxMRGZmZmYMmUKLCwsFB2STEQiEXbv3o0JEybAxcVF0eHI7MqVK2AwGCrfx0eRaPrXB9TU1DBixAgYGhoiKioKvr6+z1ybqaGhARwtw179wLJ1zODp6YWEG5EyZfQCgQA5OTlIT09HWlqa9L/Hjx8Hn8/Hf//7X4wePRrW1tYQO+v1OIkBALN14/BX4O/49N8f9etdR2VlJdLS0jB37lyaxFAU/ld7bGBggEuXLmH8+PFwdnZWdFg9lpqaCgAqPX9MYWEhioqKsGDBAkWHotJoItOHHB0doaWlhYiICDQ2NsLX17fTH1OC3laKEbBYLJkTBDabDVdXV7i6umL27NnS58PCwpCYmAgdHR3Exsbi+KWzcDu0RqZzsPS40PK3R1hYGObMmSPTMXqqrYPv0KFD+2W+HYpSJW5ubtDS0kJUVBR4PB6GDh2q6JB6JDMzs12zt6qRSCS4efMmRo0a9cKtVC5vqvkJUCFmZmaYPXs2cnJycOvWrQ6d7HR1ddHKq+lV57vWhjKYdKMvTk9VVVVh/PjxeP/993Hq1Cno6OlAb4zT83d8Bu3F3th78pAcI+xaaWkp6uvrVa6Apqj+Ymtri5kzZyI5ORl3795VdDg9UlNTI52BXRXl5OSAENJhRCjVczSR6Qd6enqYOXMmCgoKcOPGjXZJC4PBwDAfH9Tn3ZL5+I2pR7FiSag8QpVqaGiAQCCAh4eH9N8axrq9ap7hWOihsrpKXiE+V3JyMoYMGUKXvaeoLhgbGyMkJASPHz9GYmKiSoxoKioqgkQikZZPqoYQguTkZHh6eqpsjZIyoa9gP9HR0cHMmTNRXFyM2NjYdoXFpo1voiF5l0zHFQt4aMqNxkuh8k1kHjx4ADU1NemcBhKJBOhtHxMGo0fD0nujpqYGJSUlKlvQUVR/MjQ0REhICNLS0lSiZubx48fgcDhymVFdEUpKStDU1KTSnZSVCU1k+pG2tjZCQkKQn5+PtLQ06fMTJkwAqU9Hc1VWj49ZnrgTSxfPl3utQ2FhYbuh4/r6+uBXN/bqmIKKBhgZGvU2tG55/PgxnJ2dFTLcm6JUkYGBAUJCQvDw4UPk5eUpOpwulZaW9vnSLH0pJSUFbm5utLZYTmgi08+0tbURGBiIuLg4VFU9aWZhMBg4uPdP5J1citbGsm4fqzrtEpgFZ/DZx/+We5xNTU3tho2rqanBxXkQGu7ly37MEw+xZOY8eYTXJaFQiMzMTLi5ufX5uShqIDEwMMD48eNx7do1NDQ0KDqcTolEIrS2tqrkSCvgybwxBQUFtG+MHNFERgGsrKzg7e2NK1euSGfk9fX1xa7ffkDOodloLL7f5f4SsQjliX9BcO87REWck/tiaWVlZSCEYPDgwe2e3/Tme6jfmSDTMcW8VjRGpmPe3LnyCLFL2dnZ0NXVVfmJsihKEZycnDBo0CBcuXIFYrFY0eF0kJ2dDQBdzs+lzNLT02Fpadmn6+O9aGgioyA+Pj7Q1dVFTEyMtL/MjODpCDu5D4z7nyPr72moeHACElGrdJ/WxjKUXP8BaTt8MVz/MeJvRsPc3FzusWVkZIDFYnUYEjh16lS03ikCv6i2x8cs3xuHxXMXgM1myyvMZ8rKyoKLiwudN4aiZDR69GgwGAzExcUpOpQOcnJywOVyVbaTbFv5RMkPnUdGQRgMBgICAnDq1CmkpKRIO6UOGzYM8TeuID09HT9t/R2R+/8PQqEIDAYDunp6WLtqCdYcvt3p1OKEELS2tqK5uVn6aGlpAfBkrhh1dXWw2Wzp/z/976cLhdLSUhgYGHQ4vpqaGnb/9w8sX7wOzufXQl2/e3Mf1EangxxJxafRO2V5qXpEJBKhrKwM48aN6/NzUdRApaamhqCgIJw6dQoWFhbt1lqTFSEEfD6/XdnU3NwMJpMpLYueVUY9XT5VVlaq7MKKzc3NqKurg7W1taJDGVBoIqNAXC4XQUFBuHjxonTNozYuLi7YsX3bM/clhKCqqgrFxcWoq6tDXV0d6uvr0draCjabDS6XC01NTWlnV6FQCIFAAIFAAKFQKP03IQQMBgOGhoYwMTGBiYkJ6uvr4ePj0+l5g4KC8NO/v8bGGZ/Abt9SaDo/e7E2QgiqjtxByy/xuBp2uV/WdSkrKwOXy6XVthTVS7q6upg4cSKuXr0KIyOjHk0qKZFIUFFRgZKSEmnZVFdXB6FQCA6HAy6XK30QQtqVSW1lVFuzu5qamrR8MjIyAp/PV9n5Y4qLi2FkZAQOh6PoUAYUutaSEnjw4AEePXqEBQsWdDk7r1gsRklJCfLz85Gfnw+BQAArKysYGhpCX18f+vr60NXV7XbzDSEEYrEYzc3NqKqqQmVlJSoqKlBfXw+hUAgrKytYWlrCzs4OOjo67fa9fv06Xnv/bbSasKH7yigYTnYD4//fNQnrmlF1MBF1f9/B6KEj8Nd//+i0hqcvJCQkgMfjISAgoF/OR1ED3e3bt1FcXIzQ0NAum3NEIhGKioqk5RMhRFo+6enpQV9fH3p6et2egZwQApFIBB6P1658amhoACEElpaWsLKygp2dncrMjBsTEwMOh4PRo0crOpQBhSYySoAQgjNnzsDe3r5DTQifz0dBQQHy8/NRVFQENpsNOzs72Nvbw8LCAmpqanKPRyKRoKqqCiUlJSguLpYOdXRzc4OdnV27wiwxMRHf/7oFcfHxIAwCBhjQ4HCwYuFSrHt5bbtapv5w5swZDBkypENHZYqiZCMWi3Hs2DH4+Ph0GGnTNgInLy8PxcXF0NLSkpZPZmZmfdKPRSwWo7KyEsXFxSguLkZFRQVsbW3h5uYGKysrpe47c/jwYYwdOxY2NjaKDmVAoYmMkigpKUFERAQWLVoELpeLmpoa3L9/Hzk5OTA0NIS9vT3s7OxgZGTU751Ym5ubpQtJikQiuLi4wM3NrUMtjaIJBALs27cPixcvlvtILop6kWVnZyMuLg4LFy6Euro6KioqcP/+fRQUFMDExERaPunr6/d7+dTY2Ii0tDSkpaVBTU0Nrq6ucHFxUbrJ8hoaGnDs2DGsXLmSzh8jZzSRUSLh4eFQU1ODWCxGcXExXFxc4OXlpTT9PQghKCoqQmpqKgoKCmBpaQlvb2+lmZgqPz8ft2/fxsKFCxUdCkUNKG21xgYGBmhqakJFRQWGDBkCDw8PpblpkEgkyM/PR2pqKkpKSmBrawtvb+9+rxV+lrS0NGRkZGDWrFmKDmXAoYmMEqmtrUViYiJ0dXXh5eWl1O2+PB4PaWlpePDgASwsLDB69GiFrzAdHx+P1tZWjB8/XqFxUNRAVF5ejqSkJBgbG8Pd3R0aGhqKDumZGhoa8PjxYzx+/Bj29vYYOXKkwmuQr127Bi0tLYwcOVKhcQxENJGheqWlpQV3795Feno6XF1dMXLkyH6ZK6YzkZGRMDU1patdUxQF4MkM5YmJicjJyYGXlxd8fHy63dlY3s6dOwdXV1faf68PKG+vKEolcLlcjB07FnPnzkVtbS2OHTsmXZ6+vzU2Nir8rouiKOWhra2NgIAAzJ49G0VFRThx4gSKiooUEktjY6PSdBMYaOg8MpRc6OvrY8aMGcjMzMSNGzeQlZWFiRMnyq12hhCC5uZm8Hi8do/m5maoqamBzWajvr6eFhQURXVgbGyM2bNnIzU1FZGRkXB0dIS/v7/camckEkmn5VNLSwvU1NSgrq4OHo9Hb7T6CG1aouSOz+cjOjoaPB4PU6ZMkXkiPIFAgIKCAhQUFKCoqAh8Ph9cLhdaWlrSh6amJsRiMVpbW2FoaAhXV1elHn5JUZRi8Xg8REZGAgCmTJkic19EPp+P/Px8FBYWoqioCAKBAJqamu3KJy6XC7FYDD6fDzMzMwwaNIgundIHaCJD9QmJRIL4+HhkZGQgKCio21NyE0JQXFyM9PR05OXlQU9PD7a2trC1tYWJiUmfzJtDUdSLRSQS4caNGygqKsKUKVO6PbKJEIL8/HxkZGSgoKAARkZG0vLJyMiI3kQpCE1kqD6VkZGBGzduYMSIEfD09OzybqS6uhq3bt1CXV0dBg8ejEGDBsHQ0LAfo6Uo6kVBCMHDhw9x584djB079rmdcMvKynDr1i20tLTAxcUFgwYN6pdlV6jno4kM1ecqKipw+fJlWFtbY+zYsR3apfl8PhITE5GRkQEPDw/4+PgobOQTRVEvlqKiIly5cgWurq4YNWpUh1qVpqYmJCQkIC8vD97e3vDy8lLYyCeqczSRofoFj8fD5cuXoaGhgSlTpkBNTQ2EEKSkpODOnTswNzfHmDFj6B0ORVH9rr6+HhERETAxMcHEiRPBYDAgkUiQnJyM+/fvw97eHqNGjVKayf+o9mgiQ/UbgUCAsLAw6OrqYvz48YiNjUV5eTnGjRtH1x6hKEqhmpubce7cOVhbW2PkyJGIiopCU1MTxo8fD3Nzc0WHR3WBJjJUv+Lz+Th//jzEYjG4XC6mTJkCLper6LAoiqLQ1NSEs2fPAgAMDQ0RFBREm7lVAE1kqH7X3NyMuro6mJqa0rZmiqKUSkNDA3g8Xp+t3k3JH01kKIqiKIpSWTTdpCiKoihKZdFEhqIoiqIolUUTGYqiKIqiVBZNZCiKoiiKUlk0kaEoiqIoSmXRRIaiKIqiKJVFExmKoiiKolQWTWQoiqIoilJZNJGhKIqiKEpl0USGoiiKoiiVRRMZiqIoiqJUFk1kKIqiKIpSWTSRoSiKoihKZdFEhqIoiqIolUUTGYqiKIqiVBZNZCiKoiiKUlk0kaEoiqIoSmXRRIaiKIqiKJVFExmKoiiKolQWTWQoiqIoilJZNJGhKIqiKEpl0USGoiiKoiiVRRMZiqIoiqJUFk1kKIqiKIpSWTSRoSiKoihKZdFEhqIoiqIolUUTGYqiKIqiVBZNZCiKoiiKUlk0kaEoiqIoSmXRRIaiKIqiKJVFExmKoiiKolQWTWQoiqIoilJZNJGhKIqiKEpl0USGoiiKoiiVRRMZiqIoiqJUFk1kKIqiKIpSWTSRoSiKoihKZdFEhqIoiqIolUUTGYqiKIqiVBZNZCiKoiiKUlk0kaEoiqIoSmXRRIaiKIqiKJVFExmKoiiKolQWTWQoiqIoilJZNJGhKIqiKEpl0USGoiiKoiiVRRMZiqIoiqJUFk1kKIqiKIpSWTSRoSiKoihKZdFEhqIoiqIolUUTGYqiKIqiVBZNZAaQQ4cOYevWrQqN4eOPP4aPjw8MDQ2hoaEBR0dHrF27Fvn5+QqNi6IoxVKG8gkAeDwePvvsMwwePBgcDgdGRkYICAhAZmamokOjZMQghBBFB0HJR0hICB49eoS8vDyFxfDmm2/Czs4Obm5u0NHRwePHj/HNN99AIpEgJSUFRkZGCouNoijFUYbyqampCQEBASgpKcGmTZvg5eWF+vp63Lp1C4sXL8bQoUMVFhslO5aiA6AGlt9++63dvydOnAgHBwcEBwfj7NmzWLNmjYIioyjqRffJJ58gNTUVDx48gKOjo/T5WbNmKTAqqrdo05KKqKysxNq1a2FjYwMOhwMTExP4+/vjypUrAJ4kDBcuXEB+fj4YDIb00UYgEOCbb76Bq6urdP/Vq1ejsrKy3Xns7e0REhKC06dPw8vLS9o89N///lfm2E1MTAAALBbNmylqIFKF8qm5uRm7du3C/Pnz2yUxlOqjvywqYvny5bh37x7+85//YPDgwairq8O9e/dQXV0NAPj999+xdu1aZGdn4/Tp0+32lUgkmD17NmJjY/HBBx/Az88P+fn5+PzzzzFx4kTcuXMHXC5Xun1SUhLWr1+PL774Aubm5jh48CDeffddCAQCvP/++92KVyQSQSgUIi0tDevXr8fgwYPx0ksvye8FoShKaahC+XT37l3weDwMGjQI69atw5EjR8Dj8eDl5YUvv/wSM2bM6JsXh+p7hFIJ2traZP369V1uM2PGDGJnZ9fh+cOHDxMA5OTJk+2eT0xMJADI77//Ln3Ozs6OMBgMkpSU1G7byZMnE11dXcLj8Z4ba2lpKQEgffj6+pLi4uLn7kdRlGpShfKp7Ty6urrE39+fnDt3joSFhZGAgADCYDBIeHh4N66UUka0aUlFjBo1Cnv37sU333yD27dvQygUdnvfsLAw6OvrY+bMmRCJRNKHt7c3zM3Nce3atXbbu7u7d+j0tmTJEjQ0NODevXvPPZ+xsTESExNx48YN7Ny5EzU1NQgICEBpaWm3Y6YoSnWoQvkkkUgAAGw2G5cuXcLMmTMxY8YMhIWFwcLCAl9//XX3L5hSKjSRURFHjx7FypUrsWvXLowZMwaGhoZYsWIFysrKnrtveXk56urqwGazoa6u3u5RVlaGqqqqdtubm5t3OEbbc21VxV1hsVgYMWIE/P398corryA6Oho5OTn47rvvunm1FEWpElUon9pGTPr5+UFHR0f6vKamJiZMmNCtmzRKOdE+MirC2NgYW7duxdatW1FQUIBz585h06ZNqKioQHh4+HP3NTIyeuZ2T3+pAXRa+LQ9J8vwaWtra1haWiIjI6PH+1IUpfxUoXzy8vJ65t8IIWAy6X29qqKJjAqytbXFW2+9haioKNy8eVP6PIfDQUtLS4ftQ0JCcOTIEYjFYvj6+j73+CkpKUhOTm5XfXvo0CHo6Ohg2LBhPY43KysLRUVFdIgjRb0AlLV8srCwwJgxY3Dz5k00NDRAV1cXwJPRTDExMRg9enRPLpNSIjSRUQH19fUICAjAkiVL4OrqCh0dHSQmJiI8PLzdSCBPT0+cOnUK27dvx/Dhw8FkMjFixAgsWrQIBw8eRHBwMN59912MGjUK6urqKCoqwtWrVzF79myEhoZKj2NpaYlZs2bhiy++gIWFBQ4cOIDIyEh8//330NTUfGacDx48wIYNGzBv3jw4OjqCyWTi4cOH+Pnnn2FkZNTtEU8URakOVSmfAODHH39EQEAApk6din//+99gMBj46aefUFVVRfvIqDJF9zamno/P55PXX3+deHl5EV1dXcLlcomLiwv5/PPP2/XSr6mpIfPmzSP6+vqEwWCQp99eoVBIfvzxRzJ06FCioaFBtLW1iaurK3nttddIZmamdDs7OzsyY8YMcuLECeLu7k7YbDaxt7cnW7ZseW6cZWVlZNmyZcTJyYloamoSNptNHB0dyeuvv04KCgrk+6JQFKUUVKV8ahMbG0smTJhANDU1iaamJgkMDCQ3b96Uz4tBKQRdooBqx97eHh4eHggLC1N0KBRFUe3Q8onqDO3dRFEURVGUyqKJDEVRFEVRKos2LVEURVEUpbJojQxFURRFUSqLJjIURVEURaksmsgAuHjxIr744oteHePQoUPYunWrXOKRp71794LBYCAvL0/RobwwJk6ciIkTJyo6DEqF5OXlgcFgYO/evYoOReGUtSztzKpVq2Bvby/Tvl1dJ4PB6PVv0ouEJjJ4ksh8+eWXvTqGKn35qL71+++/4/fff1d0GJQKsbCwQFxcHGbMmKHoUBTuRSlLu7rOuLg4vPLKK/0bkAobkDP7CoVCMBgMsFgD8vIoJTdkyBBFh0CpGA6Ho/RT5Le0tIDL5So6jHbEYjFEIhE4HI6iQ5ErZf8sKBuVr5G5du0aGAwG/v77b2zcuBFWVlbgcDjIysoCAOzevRtDhw6FhoYGDA0NERoaitTUVOn+q1atwm+//QbgSXVe26OtKea3337D+PHjYWpqCi0tLXh6euKHH35ot0z9xIkTceHCBeTn57c7RhuBQIBvvvkGrq6u4HA4MDExwerVq1FZWdmta7xz5w5mzZoFQ0NDaGhowMfHB8eOHeuw3e3bt+Hv7w8NDQ1YWlriww8/bBdnm9bWVmzcuBHm5ubQ1NTE+PHjcffuXdjb22PVqlXtti0rK8Nrr70Ga2trsNlsODg44Msvv4RIJHpu3BKJBD/88IP0uk1NTbFixQoUFRW1227ixInw8PBAYmIixo0bB01NTTg6OuK7776DRCLp8hxHjhwBg8HAr7/+2u75zz//HGpqaoiMjHxunN15jzMzM6Grq4v58+e32zc6Ohpqamr49NNP213PP5uWtm/fjqFDh0JbWxs6OjpwdXXFRx999NzYqBdDZ01LX3zxBRgMBlJSUrB48WLo6enBzMwMa9asQX19vXQ7Hx8fjBs3rsMxxWIxrKys2i0T0N2yyN7eHiEhITh16hR8fHygoaEhrbU+fvw4fH19oaenJ/2urlmzpt3+DQ0NeP/99+Hg4AA2mw0rKyusX78ePB6vy9ehq7K07TX64Ycf8M0338DBwQEcDgdXr14Fn8/Hxo0b4e3tDT09PRgaGmLMmDE4e/Zsh3MwGAy89dZb+Pvvv+Hm5gZNTU0MHTq0wyR7lZWVWLt2LWxsbKSvlb+/P65cudLlNcjjN6OzpqVHjx5h9uzZMDAwgIaGBry9vbFv375227T9Hh4+fBgff/wxLC0toauri0mTJiE9Pb3LuFWaYicW7r2rV68SAMTKyorMmzePnDt3joSFhZHq6mry7bffEgBk8eLF5MKFC2T//v3E0dGR6OnpkYyMDEIIIVlZWWTevHkEAImLi5M++Hw+IYSQDRs2kO3bt5Pw8HASHR1Nfv75Z2JsbExWr14tjSElJYX4+/sTc3PzdscghBCxWEymTZtGtLS0yJdffkkiIyPJrl27iJWVFRkyZAhpbm7u8vqio6MJm80m48aNI0ePHiXh4eFk1apVBADZs2dPuxg0NTXJkCFDyOHDh8nZs2fJ1KlTia2tLQFAcnNzpdsuXryYMJlMsmnTJnL58mWydetWYmNjQ/T09MjKlSul25WWlhIbGxtiZ2dH/vzzT3LlyhXy9ddfEw6HQ1atWvXc92bt2rUEAHnrrbdIeHg4+eOPP4iJiQmxsbEhlZWV0u0mTJhAjIyMyKBBg8gff/xBIiMjyRtvvEEAkH379j33PK+//jphs9kkMTGREEJIVFQUYTKZ5JNPPnnuvoR07z0mhJAjR44QAGTbtm3S18fMzIxMmDCBiESidtczYcIE6b8PHz5MAJC3336bXL58mVy5coX88ccf5J133ulWfNTAl5ub2+E7/fnnnxMAxMXFhXz22WckMjKSbNmyhXA4nHafzW3bthEA0jKtzcWLFwkAcu7cOUJIz8oiOzs7YmFhQRwdHcnu3bvJ1atXSUJCArl16xZhMBhk0aJF5OLFiyQ6Oprs2bOHLF++XLovj8cj3t7exNjYmGzZsoVcuXKFbNu2jejp6ZHAwEAikUie+Tp0VZa2vUZWVlYkICCAnDhxgly+fJnk5uaSuro6smrVKvL333+T6OhoEh4eTt5//33CZDI7lCEAiL29PRk1ahQ5duwYuXjxIpk4cSJhsVgkOztbut3UqVOJiYkJ2bFjB7l27Ro5c+YM+eyzz8iRI0ek26xcuZLY2dm1O35vfzPaYvz888+l/05LSyM6OjrEycmJ7N+/n1y4cIEsXryYACDff/+9dLu230N7e3uydOlScuHCBXL48GFia2tLBg0a1K6cGkgGTCIzfvz4ds/X1tYSLpdLgoOD2z1fUFBAOBwOWbJkifS5N998k3QnpxOLxUQoFJL9+/cTNTU1UlNTI/3bjBkzOnygCfnfj9jJkyfbPZ+YmEgAkN9//73Lc7q6uhIfHx8iFArbPR8SEkIsLCyIWCwmhBCycOFCwuVySVlZmXQbkUhEXF1d2yUyKSkpBAD597//3WmcTycyr732GtHW1ib5+fnttv3xxx8JAJKSkvLMuFNTUwkA8sYbb7R7Pj4+ngAgH330kfS5CRMmEAAkPj6+3bZDhgwhU6dOfeY52vD5fOLj40McHBzI48ePO00uuqur95gQQtatW0fYbDaJi4sjgYGBxNTUlJSUlLTb5p+JzFtvvUX09fV7HAv14ugqkfnhhx/abfvGG28QDQ0NaUJQVVVF2Gx2u+8UIYQsWLCAmJmZScuOnpRFdnZ2RE1NjaSnp7fbtu27X1dX98xr2bx5M2EymdIbizYnTpwgAMjFixe7fC2eVZa2vUZOTk5EIBB0eQyRSESEQiF5+eWXiY+PT7u/ASBmZmakoaFB+lxZWRlhMplk8+bN0ue0tbXJ+vXruzxPZ4nM02T5zWiL8elEZtGiRYTD4XRYs2769OlEU1NT+n60/R7+83fv2LFj0pv1gUjlm5bazJ07t92/4+Li0NLS0qGpxMbGBoGBgYiKiurWce/fv49Zs2bByMgIampqUFdXx4oVKyAWi5GRkfHc/cPCwqCvr4+ZM2dCJBJJH97e3jA3N8e1a9eeuW9WVhbS0tKwdOlSAGi3f3BwMEpLS6XVhVevXkVQUBDMzMyk+6upqWHhwoXtjhkTEwMAWLBgQbvn582b16FPUVhYGAICAmBpadnu3NOnT293rM5cvXoVADq8/qNGjYKbm1uH19/c3ByjRo1q95yXlxfy8/OfeY42HA4Hx44dQ3V1NYYNGwZCCA4fPgw1NTXpNm1t6W2Pp5usevIe//zzz3B3d0dAQACuXbuGAwcOwMLCosv4Ro0ahbq6OixevBhnz55FVVXVc6+JotrMmjWr3b+9vLzA5/NRUVEBADAyMsLMmTOxb98+6ee6trYWZ8+exYoVK6Tf656WRV5eXhg8eHC750aOHAngSflx7NgxFBcXd4g3LCwMHh4e8Pb2bneeqVOngsFgdFnmdff1UFdX7/D88ePH4e/vD21tbbBYLKirq+Ovv/5q15WgTUBAAHR0dKT/NjMzg6mpabvyZtSoUdi7dy+++eYb3L59u9Nm+s709jejM9HR0QgKCoKNjU2751etWoXm5mbExcW1e76zzwyAbpWnqmjAJDL//DGprq7u9HngyTLwbX/vSkFBAcaNG4fi4mJs27YNsbGxSExMlPapaWlpee4xysvLUVdXBzabDXV19XaPsrKyLn/UysvLAQDvv/9+h33feOMNAJDuX11dDXNz8w7H+Odzbdf9dMIDACwWC0ZGRh3Of/78+Q7ndnd3b3fuzvT09f/nuYEnCUp3XmMAcHZ2xrhx48Dn87F06dIO5w0KCmp3DW1t+j19jzkcDpYsWQI+nw9vb29Mnjz5ubEtX74cu3fvRn5+PubOnQtTU1P4+vp2q/8ORf3zu9HWsfXpz+aaNWtQXFws/UwdPnwYra2t7W4keloWdfbdHT9+PM6cOQORSIQVK1bA2toaHh4eOHz4cLvzPHjwoMM5dHR0QAjpdSLfWVynTp3CggULYGVlhQMHDiAuLg6JiYlYs2YN+Hx+h+27U94cPXoUK1euxK5duzBmzBgYGhpixYoVKCsre2Zs8vjN6Ex1dfUzy9K2v3d1fZ19ZgaSATOs5+mOUsD/3sjS0tIO25aUlMDY2Pi5xzxz5gx4PB5OnToFOzs76fNJSUndjsvY2BhGRkYIDw/v9O9P3xV0ti8AfPjhh+067D3NxcUFwJPr7ewL9s/n2l6X8vJyWFlZSZ8XiUQdvgzGxsbw8vLCf/7zn07P3fYl6szTr7+1tXW7v3X39e+JXbt24cKFCxg1ahR+/fVXLFy4EL6+vtK///nnn2hsbJT+u+38PX2PHz16hM8++wwjR45EYmIitmzZgvfee++58a1evRqrV68Gj8fD9evX8fnnnyMkJAQZGRntzktRspg6dSosLS2xZ88eTJ06FXv27IGvr2+7EXQ9LYv+Waa2mT17NmbPno3W1lbcvn0bmzdvxpIlS2Bvb48xY8bA2NgYXC4Xu3fv7nT/3n73O4vrwIEDcHBwwNGjR9v9vbW1VebzGBsbY+vWrdi6dSsKCgpw7tw5bNq0CRUVFc98DeXxm9EZIyOjZ/6WtcX6Ihswicw/jRkzBlwuFwcOHGg30qSoqAjR0dGYN2+e9Lmns9Wnhxe2fSGeHtpHCMHOnTs7nO9ZtQchISE4cuQIxGJxux/W7nBxccGgQYOQnJyMb7/9tsttAwICcO7cOZSXl0trW8RiMY4ePdpuu/HjxwN4crcxbNgw6fMnTpzoMBIpJCQEFy9ehJOTEwwMDHoUe2BgIIAnBUxbdTQAJCYmIjU1FR9//HGPjteVhw8f4p133sGKFSuwc+dO+Pn5YeHChbh//7407raE75968h7zeDzMnz8f9vb2uHr1KjZt2oRNmzbB39+/2++tlpYWpk+fDoFAgDlz5iAlJYUmMlSvqampYfny5di6dStiY2Nx584d/Pnnn+226U1Z1BkOh4MJEyZAX18fERERuH//PsaMGYOQkBB8++23MDIygoODg0zH7WnNAYPBAJvNbpfElJWVdTpqSRa2trZ46623EBUVhZs3b3YZB9C734zOBAUF4fTp0ygpKWl3A7l//35oamq+8MO1B2wio6+vj08//RQfffQRVqxYgcWLF6O6uhpffvklNDQ08Pnnn0u39fT0BAB8//33mD59OtTU1ODl5YXJkyeDzWZj8eLF+OCDD8Dn87F9+3bU1tZ2OJ+npydOnTqF7du3Y/jw4WAymRgxYgQWLVqEgwcPIjg4GO+++y5GjRoFdXV1FBUV4erVq5g9ezZCQ0OfeR1//vknpk+fjqlTp2LVqlWwsrJCTU0NUlNTce/ePRw/fhwA8Mknn+DcuXMIDAzEZ599Bk1NTfz2228dhju6u7tj8eLF+Omnn6CmpobAwECkpKTgp59+gp6eHpjM/7U2fvXVV4iMjISfnx/eeecduLi4gM/nIy8vDxcvXsQff/zRobaljYuLC9auXYtffvkFTCYT06dPR15eHj799FPY2Nhgw4YN3X8zu8Dj8bBgwQI4ODjg999/B5vNxrFjxzBs2DCsXr0aZ86c6XL/nrzHr7/+OgoKCpCQkAAtLS389NNPiIuLw6JFi3D//n3o6+t3eo5XX30VXC4X/v7+sLCwQFlZGTZv3gw9Pb12SR5F9caaNWvw/fffY8mSJeByuR36x/W2LAKAzz77DEVFRQgKCoK1tTXq6uqwbds2qKurY8KECQCA9evX4+TJkxg/fjw2bNgALy8vSCQSFBQU4PLly9i4cWOXidSzytKutA0Vf+ONNzBv3jwUFhbi66+/hoWFBTIzM7v5Cv5PfX09AgICsGTJEri6ukJHRweJiYkIDw9/Zu040LPypCfX+fnnn0v7LH722WcwNDTEwYMHceHCBfzwww/Q09Pr8TUOKArtaiwHbb20jx8/3unfd+3aRby8vAibzSZ6enpk9uzZHUbbtLa2kldeeYWYmJgQBoPRbpTP+fPnydChQ4mGhgaxsrIi//rXv8ilS5cIAHL16lXpMWpqasi8efOIvr6+9BhthEIh+fHHH6XH0dbWJq6uruS1114jmZmZz73G5ORksmDBAmJqakrU1dWJubk5CQwMJH/88Ue77W7evElGjx5NOBwOMTc3J//617/Ijh07Ogy/5vP55L333iOmpqZEQ0ODjB49msTFxRE9PT2yYcOGdsesrKwk77zzDnFwcCDq6urE0NCQDB8+nHz88cekqampy7jFYjH5/vvvyeDBg4m6ujoxNjYmy5YtI4WFhe22mzBhAnF3d++w//NGBBBCyLJly4impmaH9/T48eMEAPn555+73J+Q7r3HO3fu7DCqhJAnw/d1dXXJnDlz2l3P06OW9u3bRwICAoiZmRlhs9nE0tKSLFiwgDx48OC5sVEvhq5GLT09VQEhhOzZs6fDd7qNn58fAUCWLl3a6Xm6WxbZ2dmRGTNmdNg/LCyMTJ8+nVhZWRE2m01MTU1JcHAwiY2NbbddU1MT+eSTT4iLi4u07PX09CQbNmxoN7KyM88qS9teo//7v//rdL/vvvuO2NvbEw6HQ9zc3MjOnTulr+HTAJA333yzw/52dnbSUZt8Pp+8/vrrxMvLi+jq6hIul0tcXFzI559/Tng8nnSfzsooefxm4B+jlggh5OHDh2TmzJlET0+PsNlsMnTo0A7l0bN+Dzv7fA0kDEII6dfMiVJKt27dgr+/Pw4ePIglS5YoOhyKoiiK6haayLyAIiMjERcXh+HDh4PL5SI5ORnfffcd9PT08ODBA2hoaCg6RIqiKIrqlgHbR4Z6Nl1dXVy+fBlbt25FY2MjjI2NMX36dGzevJkmMRRFUZRKoTUyFEVRFEWprAEzIR5FURRFUS8emshQFEVRFKWyaCJDURRFUZTKookMRVEURVEqiyYyFEVRFEWpLDr8mqIoinqh1dbWYueev3AxJlK6Qri1pRXWLXsZQUFB7ZZuoZQPHX5NURRFvZByc3Ox6etPcf32TRgsHgbdGe5QN9CERChGS04lGvffg+hhGd5+9Q28++bbUFNTU3TIVCdoIkNRFEW9cBISEhC6chGMvpgM42BPMNQ6r3URVDai7LtIOJZp4Myh4+Byuf0cKfU8NJGhKIqiXiiPHz/GpHkhsDuyAprOpt3ap/Tnq7C714oLx8/QpiYlQ98NiqIo6oVBCMFLKxbBetfCbicxAGCxIQCZBk34Y+eOPoyOkgVNZCiKoqgXxs2bNyGy04aOt02P9zXfNAk///kLaEOGcqGJDEVRFPXC+P63LdB9dZRM+3Is9UHsdHHr1i05R0X1Bk1kKIqiqBeCQCBA4r270B83SOZjaC33wY6De567XXFxMT779N8Y6ukINxcruLlYwcvDAR9/9D4KCgpkPj/VEZ1Hhup3AoEAEokEGhoaig6FoqgXSG1tLbjm+mAwGDIfQ8PWECUVSc/8e2FhIda/8wryslOw+iU9RO62gbbmk59aXrMYJ8LDMXfWEVjZumDrf/+Cvb29zLFQT9BEhupXJSUluHz5MgBgypQpsLS0VHBEFEW9KIRCIRis3jVEMNXVIBAIOv3bo0ePsGDedPxnvRGmjB3cIWHS0lTDypfMsCLUFNFxNQieNhaHjoTB29u7VzG96GjTEtVvKioqEBERgTFjxmD06NEIDw/Hw4cPIZFIFB0aRVEvAAMDA7TWNPXqGMJqHowMDDs8X1hYiAXzpmPPt5aYOs6oy1ofBoOBID9D/P2DNZYsCkFubm6vYnrR0USG6hfl5eW4dOkSRowYARcXF7i6umL69Ol4/PgxTp48ieLiYkWHSFHUAKelpQVDri5acqtkPkbjuRTMmRTc4fn31q/FN+8YwdNFu9vHcnPSwg/vm+Ldt1+WOR6KJjJUP8jIyMCFCxcwfPhweHp6Sp+3sLDAvHnz4OLigsuXLyMiIgL19fUKjJSiqIHu/dffQc1ft2XaV9wiQMPFx1gwf0G750tKSpCV8QBTx3esqXmegNH6KC3KQH5+vkwxUTSRofqQRCLB7du3ERcXhylTpsDDw6PDNmpqavDy8sKiRYvA5XJx4sQJxMbGory8nM7VQFGU3C1csBANFx5DVN/S431L/74NpgQ4cOAAmpubpc/v3PErVr8kWydiBoOBNfP08ecf23q8L/UEXaKA6hMCgQBRUVFobGzE1KlToaen1639qqurkZKSgpycHGhoaMDe3h42NjYwNzenC7ZR1Auu7eeqN6OOAOCjzz7Bb5cOYljkBjDZ3Rvz0nAnD3krD8BAXRuZmZngcrnw9/dHSEgIdu/civBdttDTkW38THOLGAEr8/EwhfaVkQVNZCi5q6+vR3h4OHR1dREUFAQ2m93jY4hEIhQWFiI/Px9FRUVobW2FtrY2tLS0oKmpCS0tLWhpaUFdXR2tra1obW2Fh4cHXdCNogaY5ORk/Lj1d0RFXwP5/40IDEgwKSgA/9rwZrvm6u7YtWsX3nzzTeiZGoHtbATHgyuhrq/Z5T61V1JR9eElXDl9EYMHD0ZKSgp27NiBy5cvIz09HQa6aii8OV7mawSA4S+lITWd9hWUBU1kKLmRSCR4/PgxEhMT4ebmhlGjRsllcTVCCOrr69HU1AQejwcej4fm5mbweDwIhUJwOBzw+XwAwMyZM3t9PoqiFO/Ro0dYtnod6gUa0B36KgxdpoGp9qTGQyIWoTrtIhqSd8JQQ4gDe//AkCFDujxeSUkJ1qxZg4iICEyfPh0nTpzAidMn8eHXn0E7YBAMXh0NLVdz6fYSoRjV5x+gfmc8LNkGOLH3EKysrDoct7y8HKNHuSPl4tBeXS9NZGRHExlKLqqrq3H9+nW0trZi7NixsLa27tfzFxcX4/r161i8eHG/npeiKPmLjY3FwhWvwypkB3StfLrctqHoHorD1uL4wZ3w9/fv8HeJRIJt27bh008/BZPJxLfffos333xT2jwlFApx+swZ/PD7zygqLQZbTxPiVhHEvFbMmBaM9994F25ubl3GMMx7EC78YUmblhSEJjJUr7S0tODOnTvIyMiAp6cnhg0bBhar/+dZbGxsxJEjR/Dyyy/LpRaIoijFePz4MSYFz4P9wlPgGth2a5+WmjzkHZuH6PBTcHV1lT4fERGBd999F+np6QgJCcFff/0FU9Nnr3hNCEFjYyM4HA44HE63Y/7yi4+gLzmLVxeaP3/jTuw7VY6ilqn4z7c/ybT/i46W+EqEz+cjPz8fYrFY0aE8l0AgQFJSEo4cOYLm5mbMnTsXo0aNUkgSAzyZH4LBYKCxsVEh56eoga6lpQX5+fl9PoHlK+s2wHL6b91OYgCAa2gPi2n/xdo3NwIA4uLiEBgYiGnTpgEAwsPDcf78+S6TGOBJJ2JdXd0eJTEA8Orat7D3dJ1MIy0JIdh9sg6vvf5uj/elnqBLFCgJsViMU6dOQSKRgMFgwMvLC66urlBXV1d0aO1UVVXh8ePHyMrKgqGhIaZOnaoUywwwmUyYmpqitLS02yOkKIrqntbWVhw9ehRqampQV1fH0KFDMXjwYLmPJMzKykJRRSMGTfft8b769n54cGkjHB0dkZubCxMTE/z22294/fXX+7yW1tLSEs6DvRBxvRTTJhj1aN/ouFpYWA+GrW33EzeqPZrIKInHjx9DXV0doaGhKCgoQFJSEu7duwdnZ2fY2dnBwsJCYcOPhUIhsrOzkZqaitraWjg7O2PWrFkwNjZWSDzPYmVlheLi4nZVyxRF9V5ycjKMjY0xffp0ZGdnIzk5GXfv3pWWT2ZmZnJJFrZs2w7doa/IvL/xiNfRkPgjDh48iAULFvRrDfGWrTswbYofrMw53Z7dNzWbh3//VImL4af7OLqBjfaRUQICgQCHDx9GQECANCsnhKCkpAQ5OTnIz8+HUCiEjY0N7OzsYGNj0+crRwsEApSWlqKwsBBZWVnQ1tbGkCFD4OzsLNNw6v5QVlaGy5cvY/ny5b2eZ4KiqCeamppw7NgxzJw5EyYmJgCelE+FhYXIyclBQUEBCCGwsbGBvb09rK2tZS4j7Ad5wH7Fdaipy1a+iQXNyD8QiNyMBzLt31uPHj3CwvnT8fXbRpg63vCZ5RAhBFG3arFpSyVdNFIOaCKjBOLi4lBVVYWQkJBOP/iEEFRVVSE/Px/5+fmoqamBubk5bG1tYWFhAT09vR636f7z+DweDxUVFSgvL0dJSQlqamqgq6sLKysrDBo0CKampkqfHEgkEuzbtw+zZs2CkVHPqncpiupcVFQUACAoKKjTv0skElRUVKCgoAD5+fmor6+HhYUF7OzsYG5uDl1d3W4nNlYObnB97W6v4k3/cziKclN7dYzeKCwsxIZ3X0VO1kOsCtXHwhnG0NF6UjPU1CzC0QuV2HuqHjb2btj6312wt7dXWKwDBW1aUrCCggKkpaUhNDT0mYkCg8GAiYkJTExMMGLECDQ1NUkLjeTkZPD5fGhoaEBPTw86OjrQ1NQEl8sFl8sFh8OBUCiEQCDo9CEUClFXVwc+nw9DQ0NIJBLU19dj8eLF0Nbu/uJnyoDJZMLCwgLFxcU0kaEoOUhPT0dxcTHmzp37zG2YTCbMzc1hbm6OUaNGoaGhQXrTdffuXbS2toLL5UJfXx/a2trgcrnSMorNZrcrn0RCUT9eXd+wsbHBiVPhKC4uxs4dv2LqK8fA5/PBYACVFZVwcfXCmQsRsLGxUXSoAwatkVGgpqYmnDx5En5+fhg0aJDMx2ltbUV9fT3q6+vR2NiIlpYW6aO1tRXq6upgs9nPfOjo6MDY2BgsFgtVVVU4deoUFi9eDB0dHTlebf94+PAhioqKMH36dEWHQlEqraamBmfOnMGUKVN6NS8Un89/ZvkkEAjalU+rXn0bDsuvQJ2rL9O5hM01KDs5GxkpvavV6SuBgYGorKzEw4cPFR3KgEJrZBREIpEgKioKDg4OvUpiAIDD4cDU1PS5Qwu7w9jYGEwmE2lpaRg5cmSvj9ffrKyskJiYCJFIpLCh4BSl6oRCIa5cuQJPT89eT26poaEBDQ0NmJmZPXfbNSuX4ETSYZj7rpPpXFXJB7F8yXyZ9u0PkyZNwmeffYaqqiqlGyyhyug8MgqSkJAAoVAIPz8/RYfSga6uLgoLCxUdhkwMDAygo6OD7OxsRYdCUSqJEILY2FhwuVwMHz68X8+97rVXUJu8T7b5WCQS1D04gHWvyT7qqa+tXr0aAPDrr78qOJKBhSYyCpCfn4/U1FRMmjRJKWsNLC0tUVdXp+gwZMJgMODm5obUVMV19qMoVdbWLyYoKKjfZ8k2NzfHCG93VKec6fG+VY9Ownekt1LXdFhYWCAgIAC7d++WKVmjOkcTmX7W2NiIa9euYdy4cdDX11d0OJ1ycXGBSCRS2VlyBw8ejJqaGlRVVSk6FIpSKTU1Nbh16xYCAgKgqdn1itB9Zdcf29CQ8B3qCxK6vU9dXhya7v6EHb9t6cPI5GP9+vUoLCxERESEokMZMGgi04/4fD4uX74MR0dHODs7KzqcZzIxMQGTyVTZDmlsNhvOzs549OiRokOhKJXR1NSEiIgIeHl59fuir08zNTXFlUtnUBP1DiqSDkMifvZIJolYhIr7B1F37T1EhZ+VznOjzIKDg2Fra4vNmzcrOpQBgyYy/aSlpQVhYWHQ1dXtdIVWZWNsbIy8vDxFhyEzLy8vZGdno6mpSdGhUJTSa2xsxPnz52Ftbd3v/WI64+TkhPgbURiqEY+0Hb4oif0BLTV5EAv5EAtb0FKTh9zLXyJthy98tO4i/saTgROqgMFgYP369bh+/TqSk5MVHc6AQIdf94O2JMbAwACBgYEqsTpzamoqYmNjsWbNGqXsx9MdkZGR0NbWxpgxYxQdCkUprYaGBoSFhcHW1hb+/v5KN/FlfX099uzdj4PHzqK2phoA0NzCR2VJHgryc2BhYaHgCHuutbUVlpaWGDduHM6cOaPocFQeTWT6WENDAy5dugRjY2MEBASoRBIDPBkevmvXLowZMwaenp6KDkcmlZWVOH/+PObPn6+Sc+JQVF+rqanBpUuXYG9vDz8/P6VLYp4lKSkJPj4+2L17t3QkkKr55JNP8N133yE+Ph7Dhw8HIQRxcXF4/PgxGurroKunD1dXV6VMLpUNTWT6UGVlJcLDw+Hk5ITRo0erTBLT5ujRo1BXV8dLL72k6FC6RSQSobq6Gk1NTdDV1YWhoSFu3LiBlpYWTJ06lRYGFPWU4uJiREZGwsvLCz4+Pir3/TA3N4ePjw8uXbqk6FBkwufzMXjwYGhra+PNda9j1+//hYMWMNKEBR11oEkE3K0SI7NBgpfXvY2Vq9dAV1dX0WErJdVsM1AB+fn5iI6OxvDhw+Hp6alyhQQAODg44MEDxSy+1hPZ2dnYsv2/OH3+LDjmelDTYkPU2AphZSMWhs6DrZkVBg8eDEdHR0WHSlFKISMjAzdu3MDYsWMxePBgRYcjk3HjxiEyMhISiUTlbhKBJxMFfvzxx/hww1soOv0LToSYw0Kn45p5ZY2t2H/pT4ze9hOOnLkALy8vBUSr3GiNjJwJBALEx8cjMzMTEyZMgJOTk6JDkllzczMOHDiAadOmSVflViZNTU1YuGYZHhZlQu8VXxiHDgWToy79u5jXiqrjd1G98zYcjK0QfvI8vaOhXmgtLS24desWCgsLMWnSJIWOTuqtM2fOIDQ0FFFRUQgMDFR0OD2WkpKCeTMmY/d0awy1eH7T96PyJqy6UIgj58JpMvMPNJGRo4KCAsTGxkJPTw/jx48fED+a+/fvh4mJidKtXVRXV4dx0wLBWOEBk1Wju9yWEILSLVFgns/BnZg4cLncfoqSopQDIQTZ2dm4efMmLCws4O/vDy0tLUWH1SsikQh6enqYN28e9u3bp+hweqS5uRmjPN2wY4oZvLuRxLR5VN6EVZdKEZ+cQvv9PYU2LclBS0sL4uLiUFBQgNGjR8PFxUUlm5I6Y2VlhYKCAkWH0Y5IJMK0uTPBWOsNk0Ujnrs9g8GA5cZJKFG/ipCFobhy9tKAeX8o6nmamppw48YNVFZWYty4cQOmiZXFYmHkyJG4du2aokPpsUMHDyDYgdujJAYAPMy08ZKzFg7s34d1b77VR9GpHtVrWFQihBBkZWXh+PHjEIlEmD9/PlxdXQfUj6SXlxeEQqFSLVlw/vx5VNuyupXEPM3ynQCk88sQExPTR5FRlPIghODx48c4fvw4NDQ0MH/+/AGTxLSZM2cOCgoKkJWVpehQuo0Qgj//uwUvexnJtP9qLyPs/G0bXeLgKTSRkVHbiKS4uDiMHTsWkydPVvmq2s6YmJiAxWIpVaff73//GYavy7bYpsm74/Hhfz6HRCKRc1QUpRwIISgtLcX58+eRnJyMyZMnY+LEidDQ0FB0aHK3cuVKMJlM/PXXX4oOpdvu3bsHc3UhbPRlez8sdDmw1ySIj4+Xc2SqiyYyPUAIQUFBAcLCwnD+/Hno6elJ73IGUi3MP5mYmChN81JmZiZKWmqg7Wkl0/4GE12QWZiDy5cvyzkyilIsiUSCnJwcnDlzBhERETA3N8e8efNUukPv8xgYGMDd3R0XLlxQdCjdlp6eDh8Tdq+O4WOijvT0dDlFpPpoH5lu4PP5yMzMREZGBhobG+Hl5YVJkyYNyDuczgwdOhTh4eFobGxUeAezGzduQHOq7MNFGQwGDCa54dKlS7Czs4Obm5sco6Oo/tfc3IyMjAxkZmaCz+fD29sbLi4uYLN792OpKl566SV89dVXKCwshI2NjaLDea6mpiZoqvWuWUibKVHZRX37Aq2ReYbm5mZkZ2cjKioKBw8eRG5uLng8HrS1tTFs2LAXJokBAFtbW7BYLNy5c0fRoaCqphow7N2oI4aBBrS1tREXF4fc3Fw5RUZR/aepqQkZGRmIiIjAoUOHUFJSgqamJhgaGsLT0/OFSWIA4J133oGamhq2bFH+la8BQEdHB02i3tXgN4iZA2JUrLyodI2MPCdCamlpQWlpKUpKSlBaWoq6ujoYGhrC2toac+fOhb6+Ph4/fowbN26gublZYUvcK4q1tTXy8/MVHQa4HA1AIO7VMZhCAu/h3hg5ciSio6PB4XBgaWkppwgp6kkzNCFEbuUTj8eTlk8lJSVobGyEsbExbGxs4OfnBx0dHcTHx+PBgwcQiUQquz6aLAwNDTFixAicPXsWP//8s6LDeS53d3fsKeP36hh3ygUIcXeXU0SqT2U/7ffv38edO3dgaGgIIyMjGBoaQkNDA2w2G+rq6mCz2e3+XywWo7W1Fa2treDz+WhqakJjYyOamppQXV2N2tpaGBoawtLSEiNHjoS5uXmHWhdXV1fExcUhPj4eAQEBCrpyxRg+fDjy8vJQUVEBU1NThcVhbW0NElXbq2NI8upgEWIBe3t7+Pv7IyIiAoGBgbCzs5NTlNSLrm3NHCMjIxgZGcHAwAAcDkdaLj1dNqmrq0vLJz6f36F8qqqqQkNDA4yMjGBpaQk/Pz+Ym5t3qHUZPnw4Hjx4gPv372PkyJEKunLFWLlyJdatW4e7d+8qxerdXfHy8kITSxs5Nc1wNOz5DXFBXQsqJBylv87+pJKJDCEEjx49ki7CWF1djbKyMrS2tkIoFEIgEEAgEEAoFEIs/t/dO4PBgIaGBjgcDrS1taGtrQ19fX04ODjAwsLiuc1FTCYT9vb2yM3NHVCJDCEEsbGx2PPXLygsyAO/lQ89XT34jpmIV9e+CQsLCxgZGYHD4eDu3bsKnRzP29sbFe8mweLLYKhpqD9/h38QVjeB/7AUfn5PRj25uLhATU0NUVFR8PHxgbe394DuuE31PZFIhNTUVEyZMgUCgQA1NTUoKSmRlkttZZNAIGg3eo7JZILD4UBDQ0NaPhkZGcHZ2Rnm5ubgcDpOX/80FosFMzMzpKamvnCJzOrVq7Fx40Zs27YN+/fvV3Q4z7Vu/b+wc89/sDmg54nM7gc1eO2d9/sgKtWlkolMXV0dBAIBHBwcoKam1uXcCGKxGAKBAGpqalBXV+/1j9To0aORnZ2NjIwMlV2jpA0hBH/t2oHffv0/OFkDq1/SwWB7TWhocFHXIMSVm6cxffIeuLh549PPv4eDgwMyMjL6fW0THo+HM2fO4O+//0ZkZCTUtDmoOHEXFsu6ntG3M1UHEvHaypfbxe/s7Ax9fX1ERESguroaEyZMgLp6z5MkigKAiooKcDgc2NjYPLe8EYlEEAqFYLFYYLFYvS6fxowZg9OnT6O0tBQWFha9OpYq4XA4GD9+PC5evKgSay9NnjIF/3rnDcx20sFoW71u73enqAHhBQJ8sXhJH0anepT73X6G3NxcWFpaQk1N7bnbqqmpgcvlgs1my+VOW0tLC/r6+khKSur1sRRJJBJhzapFuHbxB5zYZo79P9ghYLQhrMw1YKSvDidbTby22Bw3j7hgVXApFs2fgrq6Wkgkkn6ZfEosFiMyMhIrVqyAmZkZli1bBh6Ph+3btyP+2k3U/XoTovqWHh1TUN6A2n2JeG3Nqx3+ZmxsjJdeegnNzc04d+4cHRFAySwnJwfW1tbdKm9YLBa4XK5cbrKAJ1MlaGpqIjExsdfHUjXvvPMOqqurceLECUWH0qWbN2/Cx8cHtS1CrAnLRVxBXbf2Syyqx6rzuXhz479prfE/qFwiIxaLkZKSAncFdnRyd3eX1gqpIkII1r22CgbsJPz5tR0sTJ5dZc1gMDBhlAHObnfEpx+uQ3l5OZKTk/sstgcPHuBf//oXbG1tMWXKFNy+fRv//ve/kZOTg9jYWKxduxY+Pj74z/ufInfpfoiautdpTljdhJyFe7Hjp19hbGzc6TZcLhczZsyAmZkZTp8+jZKSEnleGvUCaG1tRUZGhkLLJ2dnZ5SXl79wkz5OmzYNFhYW+P333xUdyjN99913CAgIgLq6Om7fvo3oW4nYeLMBm6KLkVnV3Ok+2dXN+OhqMd6OqcWF6Fg4OTnh9OnTqKqq6ufolZfKNS1lZ2dLq20Vxc3NDbdu3UJycrJKtkWfOXMaNaU3sfUHh25n9hYmHBz6yR5z3vwd773/Gfh8vlyGoJeXl+Pq1auIjo7G1atXkZWVBWNjYyxatAjLly/HyJEjO41x9YpV4Le24puQLTDfHAK90Z1PSkgIQe3VdJRsOof/fv4DZs4I6TIeNTU1jB07FoaGhggPD8fw4cPh6emp9FXVlHJITU2FiYkJTExMFBaDt7c3Hjx4gMzMTLi4uCgsjv7GYDAQGhqKnTt3oqamBoaGhooOSaq5uRnz5s3DpUuXMGXKFJw8eRLa2toAgPikRzh54gTe2vp/YPNLMcKcC201giYRA/cq+GhW18G69R/j+wULwOFw4OrqiqSkJJw7dw5+fn4Dam0/WanU6teEEJw8eRJDhgzBkCFDFBrLmTNn0NzcjCVLVK+tMihgJL5fz8QQZ+0e7/ve5iIwdAKwdOkyjB07tkf7ts2MHB8fj9jYWERHR+Px48cAgCFDhiAgIADTpk3D1KlTu91HJS4uDp/+8DWSM1Ng/IoftIfbQk2LA1FjC5rj81G7/w5aG5qhz9LEo0ePejRsvqysDNevXweDwYC/vz8dok11SSKR4PDhw/D394e9vb1CYzly5AjU1dUxd+5chcbR3/Ly8uDo6IiPP/4YX3/9taLDAfCklnnWrFkoKSnBp59+ik8//fSZ2z5+/BipqanSyUddXFzg4eHR6baFhYWIjY2FpqYm/P39FZo8K5pKJTLFxcW4cuUKli5dqvB5EnJzcxEZGYlly5ap1JwyqampeG31NIT/5SzT/o+zmrDuyzq89e5HWLly5TO3I4SgpqYGDx48wO3btxEfH4/4+HiUlZUBAJycnBAYGIiAgAAEBATA3NxcpnhKSkpw6dIl1NXVobiyDNnFeWhsaoKeri5GuHtj7epXUFlZiREjRmDlypXYvn17j44vFovx6NEj3Lt3D7a2thg1apTCZzemlFNWVhbu3LmDBQsWKLwGLykpCQkJCVizZo3Cy8r+Nnz4cNTX1yvFQpJ//vknNmzYAB0dHRw/fhzjx4+X6/FFIhGSkpKQnJyMQYMGYcSIESr1eyQvKvMJJ4Tg7t27GDJkiFJ8MR0cHMBkMnH37l2MGzdO0eF029Ej+7FsVs9rYtoMcdYGJMUoKSnB9evXIRKJUFBQgMLCQhQUFEgfhYWF4PF4AJ7MZDlq1CisWbMGvr6+8PX1hZmZWa+vJS4uDg8fPoShoSGWL1/+zNlMTUxM8PPPP+P111/HlClTEBoa2u1zqKmpYejQoXB2dkZCQgKOHTsGFxcX+Pj4DMhFQinZiMVi3L9/Hx4eHgpPYgDAw8MDCQkJePToEby9vRUdTr967bXX8NprryEqKgpBQUEKiYHH42HFihU4deoUxowZg/Pnz8PISLbVrrvCYrEwYsQIDB48GLdv38aRI0fg7u6OoUOHvlCzz6tMjcyjR4/w8OFDzJs3T2mGxl68eBFVVVVYsWKFokPptnWvLcfs0SkYP8pA5mMEv5yEmPiads+ZmprC1tZW+rCxsYGtrS3c3Nzg6urarRFm3dXY2IiwsDA0NjbC09MTY8aMee4+hBC89NJLuH79Ou7fvw9bW1uZzl1TU4O7d++ioKAAQ4YMgaurKwwMZH8tqYEhISEBRUVFmDNnjlIkMgBw8uRJCIVCLFq0SNGh9CuxWAwLCwsMGTIE165d6/fzR0VFYcWKFaioqMD69evxww8/9FsfloqKCty5cwfl5eXw8PCAi4vLC7GUgeKrNrqhrq4OCQkJmD59utIkMQDg4+OD8+fPo7a2VmV+zIRCAVis3n2pdHU08fbbT5r3li9fDjc3t37L/pOSkpCYmAgOh4PQ0NButwszGAzs2rULw4cPx8yZM3Hjxg2ZmogMDQ0xefJkVFVVISkpCadOnYKenh6cnJzg5OT0QhQaVHvl5eV4+PAhQkNDlSaJAZ7UysTExMitY76qUFNTw/Lly7F161bk5ubCwcGhX84rFArxxhtvYPfu3bC1tcWNGzfg6+vbL+duY2pqiuDgYJSWliI5ORnHjh2DkZERnJyc4OjoKO1gPNAofY2MUCjEmTNnYGtr2+8fiu7Ys2cPbGxsMGnSJEWH0i0fvP82htvGYGaQ7B3DZq/LxY59UYiJiYGZmVm/zPTL5/MRFhaGmpoaODk5SWd17qlHjx7Bz88P48ePx9mzZ3tdUyQQCJCfn4/s7GwUFRW9EIUG9T8tLS04deoUPD094eXlpehw2pFIJNi9ezfc3d27VWs5kNTV1cHCwgLz5s3D33//3efnu3v3LhYsWIC8vDysWLECf/75p1Is3Mnn85GXl4fs7GyUlJTAzMxMWj5xub1bfFeZKHWNDCEE169fB5fLVdphzjY2NigsLFR0GN02acpM7NsejpkyNh1X1QpQWiWBnZ0d3Nzc+mWRukePHuH27dtQU1NDcHAwrK2tZT6Wh4cHjh8/jhkzZmDjxo3YunVrr2Jjs9kYNGgQBg0a1K7QiI+Ph6mpKczMzKTr7ejr6yvVHTvVOxKJBNHR0TA1NYWnp6eiw+mAyWTC1NQU2dnZL1wio6+vj+DgYJw5cwZNTU19dlMhEonw3nvvYfv27TAyMsKFCxcwbdq0PjmXLDQ0NODq6gpXV1c0NzcjNzcX2dnZuHXrFiwsLGBqaiotn3R1dVW2fFLaGhmxWIyYmBhUVFRg1qxZStsTu66uDseOHUNISIhKDM+VSCTw8nDExR02MDbo+R3Dlj2l4JqvxMb3/w2RSIQ9e/bA3d1dunaRPDU3N+PixYuoqamBnZ0dgoKC5JYwbd++HW+88QZ++eUXvPXWW3I55tOam5tRUFCAqqoqVFdXo7q6Gjo6OggJCRlQd0IvKqFQiCtXrqC5uRkzZ85UirvvzhQUFCA8PByLFy9+4UbbpaSkwNPTE59++im+/PJLuR//9u3bWLp0KXJzczF//nz89ddfKlML29TU1K58qqmpgZGREYKDg5X2s9wVpayREQgEuHLlCvh8vlInMcCTzF9DQwP3799XiUSGyWRizctvYNex3dj0mlWP9uW3inHofC1uxD2Z4p/FYsHOzg5paWlyT2SSk5ORkJAAFovV61qYzqxbtw5ZWVl45513oKOj0+VQclloamrC1dVV+m+JRIK9e/eipaWFJjIqjs/n49KlS2CxWEqdxACAra0tWCwW7t69i4kTJyo6nH7l7u6OkSNHYteuXfjiiy/k1uFWKBTi7bffxl9//QUTExNcuHBBoQvpykJbW7vdXGwCgQB79+5tt8iyKlG6eqSWlhZcuHABhBCEhIQodRLTxs7ODuXl5YoOo9tee/1NhN9Sw+UbNc/f+P8Tiwle/aQAr762od2MmX5+ftLVfuWhpqYGR48eRXx8POzt7bFy5Uq5JzFtfvzxR7z66qtYvXo1Dh482CfnaCMQCCASiVTmjo3qXGNjI86ePQsdHR2VuXs1NzdXqeZvefrwww9RUlKCw4cPA3jSFFRZWYnq6mqZfrTPnj0LZ2dn7NixAwsXLkRWVpbKJTGd4fF4YLFYKtspXKlqZGpqahAZGQkjIyMEBATIdchuX/Lw8EB6ejqqq6v7ZK4AedPS0sLZ81cQPG086hslmD+987WH2vCaxXj543x4DAvFhvc+aPc3bW1tGBkZ4f79+3Bzc5M5JpFIhKtXryI3NxdcLrdfmuoYDAa2b98OkUiE5cuXQyQSyb1mpk1jYyM4HI5K/PBRnSsvL0dkZCTs7e3h5+enMv0J3NzcEBkZ+cKNXgKA2bNnw87ODp988gn++m0/crPyoKthBAIJ6vhV8PHxxvpNb2LChAld1thkZ2fj5ZdfRkxMDBwdHXH58mWVGeDRHW0zCavqUgdKkciIRCLcu3cPDx8+hJeXF0aMGKFSL6iRkRFYLBYePXqECRMmKDqcbrGwsED0tQS8smYRfjuYgjXz9DF/mjG4Gv9LHrMLmrHrWA3CbzRiw3sf4vV1b3d6rDFjxiAsLAzl5eUyTXT34MEDJCQkAABGjBiBYcOGyXZRMmAymdi5cydYLBZWrVqFxsbGPukz01ZQUKpHIBAgISEBGRkZGDFiBDw9PVWqfLKzswODwUBKSgqGDx+u6HD6VUR4BAQNBA4sb0wXvg9HD2/p3wghSK28ha9e/R3lZD32H/2rw+vT0tKCf/3rX9i1axfYbDa++uorfPzxxyqTxHZXY2OjStcWK0Uik52djZycHMyZM0clajQ6Y2pq+v/ae++wtvb1zverJSFQAyFRRO+9GIwxGBtcsI1tcK/b3j45JblJJje5k5mclDuZZG4mOTPJ5EzmzCQzJ/XMdtn2dgFj3LAxLmDTi+m9mioEAiQhhLR0//Cgs73t7U2RtNYS6/M8PC5Ia30lLb3r/b2/tzAufOvu7o7bBcUYGBjA3/+vnyHj3A1wsAT9wjz4zmJ4evngN3/rj/FXP383rOzb8PX1hVAoxOvXr1fVNXdiYgIlJSXQarUICAhAdnY2JRELgiDw85//HGKxGL/927+Nnp4e/PSnP7VqRJAkSVp0pGZZPW1tbRgfH8epU6cY2SeIIAi4u7ujr69vQzkyVy5dxU/+6L/hz2JLIXP2+eD3HA4HsdLtiJVux1ttJ87lXcTPL/8M2XvflXRevnwZP/7xj6FUKnH06FH8wz/8Azw8Ph29Ziomk4nR9okWysViMfR6PaNbvkdHR6O0tBQGg4Fx2wfBwcH4T3/5N/hPf/k3qK6uRlpaGmpry1dl9JKSkvD69esVRR70ej1KSkowOjoKiUSyqsZ2toLD4eCnP/0pwsPDLc7MtWvXvvO1mEwmVFRUYHR0FIuLi5BKpUhLS4OXl9d7jyMIgrGJdBsdsViMxcVFRuTrfRuhoaGoq6sDSZIOF034GE9LnuInf/Q3+KPwIoh4bt/5eH9RFH4/7A5+/XtH8df/8y/wk5/8BDU1NYiLi0NBQYHDl68z3T7R4or28/ODt7c3GhoaqJayZkJDQy3hWyaz7JWvNnQeHx8PPp//nS3Ba2pqcPnyZUxMTGD79u347LPPKHdivs5v/uZv4v79+ygrK8OOHTswNDT00cdNTU3hz3/ylwiJTMAPf/x3+NN/eYOfXO/D7//sKZLS9+LIifN49eoVlrsbEAQBkiTt+VJYrERYWBgEAgFaWlqolrJm4uPjYTabMTAwQLUUm2M2m/G7/+r38dtBl1bkxCwjd/bFD3x+hu+d+RF6enrws5/9DM3NzQ7vxADvuiHTtBPLiqBFRAYAtm7dijt37iAhIYGRe3UEQcDV1RX9/f1ITk6mWg4lbN68GZWVlR+NyvT396OsrAx6vR5hYWHYuXMnbUOZOTk5eP36NXJzc5GcnIx//ud/xrFjxyy/L7xbhN/47R/DPen7CL7wGE5C2XvP9zGbMdz3Ahd/5z8j2s8Zt7+6zDoyDIbD4SAtLQ1PnjxBbGws4yKuwLvGjQKBAJ2dnQgNDaVajk2pqKiAOxkIb0Hwqp8b7bYNMpE37pfdRFxcnPXF0RSm2ydaRGSAdwmzfn5+6OzspFrKmgkMDMT09MpLmh2NxMTED6Iyy6WPT548gVAoxJkzZ6za2M5WxMXFoa6uDllZWTh+/Dh+4zd+AzqdDl/duInf+r0/R/jnD+Gz7Xc+cGKAdzc+WdguhJz+CkPcNOzel4elpSVGG4qNjp+fH9zc3NDT00O1lDXj4+ODyclJqmXYnP/2l3+HPZJfW9NzORwO8vx+G1/80xUrq6I37NaSFYmOjkZHRwdjDX5cXBxIkoRSqaRaCmVs3rwZY2NjGBwcxM2bN3Hv3j1wOBwcPnwYp06dglQqpVriipHL5cjPz8fPf/5zXLp0CfHx8fidH/8ZQs/dBl+ysuos77Tfwrz7bvzeH/4JY69rlncs2yemEh0djcXFReh0Oqql2JS62jrEu6+9ejRVdhhPi59ZURH9YSMyViQwMBBmsxkjIyNUS1kTrq6u4PF4aGtro1oKZfj5+YHD4aC4uBiLi4vIycnBuXPn4OPzYdUAE+BwOPj1X/911NbWQq01wXfff/5oFOZTeGf8Lqrq2ze0g+sIhIWFQa1WY2pqimopa8LX1xccDsdqzStpC8lZV3m8iCfFnGbOioLoD+vIWBGCIBAZGcnoL5qHhwdjHbH1oFKpkJ+fj9u3b1uqIvLy8hAUFESxMuvg4eEBF6Er3MN2rfq5HA4H7sk/xJOnL60vjMVu8Pl8hIWFMTYqQxAE3NzcHD/hd50tfkxmI2OasVoL1pGxMtHR0RgaGmJs+DMiIgIajYbRF8VqmJqawu3bt3H79m1otVrs2rULP/rRj+Di4oLS0lKq5VmNf/inX0CaeHHNKz3PxLN4XVULo9FoZWUs9iQ6Ohrd3d2M/RyDg4MxMzNDtQybwnd2woJxfs3Pn1wYgMKbmRHkteLk5ASDwUC1jDVDO0fG1dUVPj4+6OrqolrKmoiIiAAAxjXHWy1KpRK3bt1Cfn4+FhYWsGfPHly8eBGRkZEA3s1gmpqaYtQMqk9R29AKkX/6mp/P5YvAE3k4/HXh6Hh5eUEsFqOvr49qKWsiMjISJElCrVZTLcVmnL1wCi+V19b8/Bfqy/j+b1ywoiL6I5VKodFosLS0RLWUNUE7RwYAoqKi0N3dTbWMNcHj8eDk5IT+/n6qpVgdkiTR3NyMq1evoqCgAHq9HtnZ2fj8888RHh7+3mPDw8MhFou/s68MU5idmwPXeX1tAfgubnj79q2VFLFQAYfDQXR0NGMXWlKpFARBMLr66tsgSRJ1dXWQeUnxePLv19QXxWDSo372Hs6dO2sDhfRFIBDA2dmZsdE6WtbABgQE4NmzZ9DpdIzspimVSh0mEgG8m4xaUVGBgYEBkCQJDw8P7Nq1C35+fp98XlZWFh48eIChoSEEBgbaSa1tkIjF0BjWt91JLukYu+Jh+SWBgYGoqqqC0WikfRuBjyEWizEyMoItW7ZQLcUqzM7OoqKiAsPDwzCbzQgODkZCSixej93Cds/TqzrWo8m/w4nTxzbccE0OhwOZTIaZmZkPupIzAVp+C52dnSGXyzE6OvrBSp8J+Pr6orm5mWoZ62ZwcBDV1dWYmZkBj8dDREQE0tLSVvwl9/f3h1QqxcuXL/H555/bWK1t2RQfhd7merj6r22gpWlJjyXtJGNzK1h+iaurKwQCASYmJr7Tmacjnp6eDrHF2dXVhfr6eszNzYHP5yMuLg5btmwBn8/H9u3bkbl1D1x5nkhw37Wi45Urv0Kny2P8/K+e2FQ3XXF3d4dKpaJaxpqgpSMDvHMGmOrIhIeH482bN9BoNIzrUrx8o7179y58fX3h6uqKnTt3Iioqak3H2717NwoKCtDZ2bnmY9CBX/+1H+AXu4/CO/VHa0r4nWrNR+7B/Yw1FCy/hMPhwMfHB6Ojo4x0ZIKDg9Hb28vIiJJer0d1dTV6enpgNBohlUqxb98+hISEvPc4uVyO4uf3cCj7CN7qP8cer1+BM/fj0X3N0gweTPwthiWv8eDJ3Q0XjVnGy8uLsa1DaHsVKxQK1NTUUC1jTcjlcnA4HHR3dzNmXMHU1BQqKipQVVUF4N1rOHPmzLob2Hl6ekKhUODVq1cICwtjnOFcxt/fHzERQZgZqoJb0OqTfuca/xm/X/AvKC8vh1arZfSAVJZ3XXJ7e3uplrEmllsiDA0NMWZcwejoKKqqqqBUKkEQBIKCgrBt27ZPLhQDAgJQVv0M/+k//hX+3bXt2CTZjzTJSbjyPQGzGarFEbzWXEPLzEtkZKWh5MojCAQCO74qeqFQKPDy5UtGOri0TPYF3vXtUKvVjM0pEIlEtE/s/Hrybn5+PmZmZhAdHQ0A2L59u9W68O7fvx8mk4nxib9/9u9/jLGSP4RxUbOq503W/QKJ0YGIiYmBTCZzqPypjYqHhwempqYYOWiPx+OBz+fTviBhOXn30qVLuHfvHrRaLdLT0/HDH/4Q+/btW1G0WyqV4i9/+hN0DDTjzJ9moM73H3Ebv4cC7h+gI+Qa/u+/OY03nbXIztmNxsZG278oGiORSODs7MzIxp20dbtEIhFcXFygUqmgUCiolrNqPD09MTo6SrWMj9Lf34/m5mZMTk5+kLxbX19v9fO5uLggJSUFtbW1UKlUkMvlVj+HPdi2bRv++Pd+DT/572cRevpL8Fy+e7Lu1JtrMHdfwvXypwAAb29vjI6OMmYlzPJxZDIZjEYj5ufn4erqSrWcVePu7k7LGxZJkujp6UFra6vFUVQoFEhPT19XEiqfz8dn5z/DZ+c/++jvo6Oj0dLSgsTExA0bLeVwOFAoFBgbG2NcJ3baOjIcDsey6mGiIxMUFIT+/n6QJGnpdEslb9++RWNjI8bHx0GSJIRCIeLi4pCcnGyXPeHNmzejvb0dxcXFOH/+vM3PZyt+89d/DS7Ozvh3/18OpFt+C16Jp8F1+vD9mx9rwkzdz+FBvMWjF48tq8fQ0FA8efIE27Zt23DdQx0JLpcLmUyGqakpRjoyfn5+tIpA9Pf3o6mpCUqlEiRJQiKRICkpCZs2bbLLtPEdO3agr68Pjx49wsmTJ21+ProSGhqKmpoaJCcnr2vMg72hrSMDvIvKMLXDb2hoKJ4/f47h4WHK2vSPjIygqakJo6OjMJlMEAgEiI6ORnJyMiWrjv3796OgoACNjY1ISkqy+/mtxQ++/z1sSoxH+vZdGHvxE3jFHwZHEgpwnYHFaej6i+HnKcJ/+b3fxOHDh99zWHx8fODs7IyBgQGEhYVR+CpY1guT7VN4eDjq6+uhVqspGeRKkiSGh4fR3NxsWVyJRCLEx8cjKSnJ7gm3BEFg9+7dKC4uRk9PDyOLTKxBcHAwysvLMTY2Bl9fX6rlrBhaOzIuLi5YXFykWsaaWG6M19fXZzdHhiRJ9Pb2or293bJt5OzsjPDwcCQnJ1O+cvT09ERISAhqa2sRHR3N6OqAmpoamAxaNFQ3obGxESMjI1jQL0Iu88eOHb+wdHj+JssN1To6OlhHhuE4OztDr9dTLWNNfL0xnr36yZAkic7OTnR0dEClUoEkScviavPmzZT3DAsKCoKXlxdevnyJ0NBQWkTS7Q2Xy0VkZCQ6OjpYR8ZaODs7Y26OuVNIpVIpJicnbXoOo9GItrY2dHV1YWZmBmazGSKRCDExMdi0aRPtyr93796NL774Ak+ePMHhw4eplrNmLl++jP379yM4OBjBwcGrem5kZCRqa2sxNzdHuXPJsnaYvNAC7NMYz2AwoLm5Gb29vZaxCBKJBAkJCUhISKDcefkmBw4cwOXLl/Hs2TNkZ2dTLYcSoqKiUFBQgMXFRTg7O1MtZ0XQ3pFhsqHw9PS0eitzo9GI7u5uDAwMQKlUWlaEUqkUKSkpiI+Pt8ue8lrh8XjYsWMHXrx4gbdv38Lf359qSaumr68Pr169wtWrV9f0fKFQiMDAQHR2diI1NdXK6ljsBZNbugOwSQWdXq9HT08PBgYGoFKpsLi4aOkam56ejtjYWFqX9rq4uCA5ORn19fVITk6GTCajWpLdkclk8PDwQE9PD+Li4qiWsyLoe0Xh3UXF1NAt8C6hrq2tbV0Jv3q9Hl1dXRgcHMT09LTFsRMKhfD29kZISAjCw8MZFQaNiopCU1MTnj59iosXLzJKOwBcuXIFYrEYx44dW/MxoqOjUVZWhpSUFMa9fpZ3MH2h5eXlhcHBwXUdQ6fTobOzE0NDQ5iZmbFMUBaJRPDz80NYWBiCgoIYdY1v2bIFHR0dKC4uxmeffbzKydGJiopCa2srYmNjGZH0S2tHhumGYrnr58TExIrL2TQaDbq6uiyGYWlpCRwOByKRCP7+/ggNDWWcYfgYBw4cwLVr11BZWYmMjAyq5awYs9mMy5cv4+TJk+sKiy9Hot6+fcv4OVQbFaYvtAICAlBdXb2qmXZzc3Po7OzE8PAw1Go1jEYjOBwOxGIxgoKCEBERAV9fX8bbp3379qGwsBBNTU1ITEykWo7dCQsLQ0VFBaampuDp6Um1nO+EdWRsCJ/PB0EQePv27UcdGZIkoVKp0N/fj+HhYczOzloMg0QiQWhoKMLDw+Hj48N4w/BNJBIJYmNj0draisTERNrl8nwbVVVV6Onpwc9//vN1HYcgCERGRqKlpYV1ZBgK0+2Tu7s7gHfOdGRk5Ae/J0kSSqUSfX19GBkZwezsLEwmEwiCgEQiQUREBCIiIhjZHuO78Pb2RlBQEKqrqxEdHU3r7Xpb4OTkhLCwMLS0tGD37t1Uy/lOaO3IEAQBkiSplrEuBAIBlEolNBoNhoaGMDY2hunpaWi1WksYliAIuLq6IjIyEpGRkYycProWMjIy0Nvbi0ePHuHUqVNUy1kRV65cga+vL3bt2rXuYyUkJOCrr75yiOngGxEOh8PIzr7LEAQBPp+PsbExeHt7Y3h4GOPj4xb7tNxVncvlws3NDbGxsYiMjGRsQ8vVkp2djS+++AKPHz9GXl4e1XLsTnJyMm7cuIH4+HjaR2Vo7cgYDAZGecLLK5jR0VGoVCqo1WrodDpotVp8+eWXAN6t4sRiMUJCQqBQKBAQEEC7zH17QRAE9uzZg4cPH6Krq+ujq0I6YTAYcP36dfzwhz+0SjO75Y7HlZWV8Pf3d7iom6OztLTEKPtkNBoxOTmJ8fFxTE1NYXZ2FktLS+js7ERnZyc4HA6cnZ0hkUgQFhYGX19f+Pv7M7pNwnrg8XjIyMhAWVkZRkdHGVWObA2Wq8sqKipw+PBhWufKsI7MCtHpdJienoZarcbs7Cw0Gg20Wi30ej0MBgOMRqMlerS80hGJRJBIJJifn8fp06cpaTxFdwICAqBQKFBWVobg4GDafN4fo7i4GCqVChcvXrTaMWNjY9HS0mJpj87CHAwGA5ycnKiWAQDQarWWxdPc3Bw0Gg10Ot232idnZ2eIRCIIhUIsLi7i9OnTkEgkFL8K+hETE4Pm5mY8efKEkYUJ6yUpKQnXr19HX18frfte0dqRMRqN0Gg0+Jd/+RfweDzLsDM+nw9nZ2dwuVwQBPHen9/8+9d/TCYTlpaWYDQa3/sxGAxYWlqyfOGXf5Yf+/XtLQ6HAy6Xa9Hg5uYGsVgMiUQCuVwOHx+f927GPT09KC0tZfuFfILl3g0PHjxYVyWQrXn06BHCw8ORkJBgtWM2NDRgbm4OjY2NCAsL27BzXpiIyWTC5OSkxT45OTm9Z58IgvikfeLxeO/936fs07KNWol9WtYiEAgglUohFovh6uoKDw8PKBSK98qf6+vrUV9fzzoxn+DQoUO4du0aSkpKsH//fqrl2A2SJFFdXQ29Xo/KykoEBATQdqFJa0dGo9HAzc0Nfn5+ltXF4uIiFhYWMDc3B7PZbPkhSdKyX/31/1/GbDZbQmMcDgccDgcEQVj+XDYqPB4PAoEATk5OEAqFkEgkcHd3h7u7O1xdXVftkS+HI2dnZy3JdSzvw+fzsXfvXhQXF9O6SqC0tBR79uyxyrGUSiUeP34MrVaL8PBwkCSJV69ebShDyXTm5+chl8vh7e2NhYUFLCwswGAwQKvVYnZ21mKTvvkD4IO/A/hW+7Ts7Cwv5gQCAfh8PoRCIVxdXeHm5ga5XA6xWLxq+6RQKECSJIxGI637u1CJWCxGRkYGXr16hb6+vg0x8HVkZAQlJSVYXFxEXFwcpqenUV1djR07dlAt7aPQ+srVarVQKBTYtm0b1VLWjFAoBIfDwejoKOvIfIKgoCCEhoaiqqoKwcHBtItgjY2NoaOjA//hP/yHdR3HaDTi+fPn6Ovrg1gsxsmTJyGXy7GwsIAbN25sGEPpCGi1WgQGBiIlJYVqKWtmubBgfHyckc0p7UVcXBx6e3tRWloKX19fh80bMhgMePLkCUZGRiCVSnHixAlIJBLMzc3h1q1bCAsLo+VkbFpv+Gm1WocItTs5OWFqaopqGbRnz549cHZ2RlFREe2q1Z49ewYA66pWGh0dxeXLl9Hf34/U1FScP3/eUgEiEAiwfft2lJWVYXZ21hqSWWyMI9gnHo8HgiCs3uHXETl06BAIgsC9e/eolmIT+vv7cfnyZYyPjyMzMxNnzpyxbDm6uroiNTUVpaWltByUSmtHRqPRMN5QAO+iMkxuZW4vCIJAbm4utFotysvLqZbzHs+ePUNcXBy8vb1X/VySJPH8+XPcu3cPEokEFy9eRHJy8gePCw8PR2RkJB49esTo/iQbBY1Gw5j+R5/C2dkZKpWKahm0h8fjIScnB9PT06irq6NajtUgSRKPHj3CkydP4OHhgYsXLyImJuaDx8XHx8PHxwePHz+G0WikQOm3Q1tHZrlZnCP0LHB1dYVGo6FaBiOQy+VISUlBR0cHRkZGqJZjYa35MdPT07h69Sq6u7uxZcsWnDp16pNh6bS0NLi5uaGkpIR2USmWX6LX6zE3N+cQs3hEIhEbBVwhfn5+iIqKQl1dHaanp6mWs24mJiZw6dIlDA8PIzMzE0ePHv3WhF4Oh4OsrCxwOBy8ePGCVj2UaOvITE5OgsvlOoShkMlk7Ap7FaSkpEAmk6G4uNjSNJBKxsfH0dfXh8zMzFU9r6amBrdu3QKHw8Hp06exefPm73zOcm+dhYUFvHr1ilbGguWXjI2NQSqVOkQPKKlUSsvtArqSmZkJkUhEyy3wlUKSJMrKylBYWAiBQIALFy58NArzTXg8Hvbt24eJiQnU19fbQenKoK0jMzIyAl9fX1o34Vkpbm5uMJlMVMtgFEeOHIHZbEZRURHVUlBVVQXgXbRkJeh0Onz11VdoaGhATEwMzp8/v6oeQnw+Hzk5ORgYGEBra+taJLPYmGX75AhIJBLabRXQGYIgcPToURgMBjx8+JBqOatmdnYW165dQ3t7O5KTk3H27NlVOeRCoRAHDhxAU1MTent7bah05dDWkRkdHbUMXWQ6yxU4TPXeqYDP5+PAgQNQqVQWR4Iqqqqq4OPjg4CAgO98bHt7O65evYqFhQUcPXoUmZmZa2qiJZFIsH//flRXV2NgYGANqllsycjIiMPYJ4lEwtqmVSIWi7Fr1y6MjIygpaWFajkrpr6+Hjdu3ABJkjh16hRSU1PXdByZTIbs7Gy8ePEC4+PjVla5emjpyCwtLWFiYsJhDIWbmxuAd5NjWVaOn58fEhIS8ObNG4yOjlKmo6qqCmlpaZ+MDhqNRhQWFqKsrAwBAQH43ve+t6bE4K/j7e2N3bt3o7S0FN3d3es6Fov10Gq1mJubo2UZ6lqQSCSWXlwsKyciIgKhoaGoqKigfTGHXq/HrVu3UFtbi/DwcFy4cGHdaRuBgYHYtm0bHj58iKGhISspXRu0dGTGx8ctzegcgeXkTtaRWT3btm2DTCbDo0ePKMmXMZlMqK6u/uS20nLC3NTUFPbt24cDBw5YrZV5SEgI9u/fj/Lyckat/ByZkZEReHh4wNnZmWopVmF5oaXVailWwjz27NkDoVCIu3fv0tYRHBoawpUrVzA/P4/c3Fzs3r3bavYpJiYGWVlZKCkpQU9Pj1WOuRZo6cgsh20dIT8GgKVD5/z8PNVSGAmV+TLt7e3QaDRIT0//6O8bGhpQWFgIsViMCxcuICQkxOoa/P39kZubi7q6OlRUVNDWYG4UHGlbCYAlP4KtXFo9dM+Xef36NR49emQpq7bFdRsWFob9+/ejrKwMDQ0NlBQo0NKRcaT8mGUIgmBLsNfI1/Nl7N1fpr29HQA+GJtAkiTu3buHmpoaREVF4cyZMzbt9unl5YVjx45haGiINtVcGxGz2exw9oldaK2Pr+fLNDQ0UC0HwLut7tu3b6OlpQVJSUk4duyYTUdQ+Pv74/Dhw2hra8OzZ8/snjxOO0dGrVZjZmbGoQwF8K5sjQ3drh0/Pz+kpKSgra3NrpU8Q0NDEIvF742XmJ2dxZUrVzA2Nobs7Gzs3LnTLlrc3Nxw7NgxmM1m3LlzB0ql0i7nZfkl4+PjWFpaWnf+E90gCIJ1ZNZBREQEYmJiUFNTg/7+fkq1KJVKXL58GWq1GocOHcLWrVvtcl4PDw8cP34cc3NzKCoqsmveEO0cmZaWFoSEhEAgEFAtxao4OTlhYWGBahmMJiUlBWFhYXj16pXdmuUNDw8jICDAss3Z19eHGzdugMPh4Ny5c3Yfbe/s7IwDBw4gLCwMd+/eRUVFBZaWluyqYSPT0tKC6OhohxuwyOPx2F4y6yQzMxMKhQIlJSWUdUpubW1FQUGBpTeMvednCYVC5OXlQaFQID8/H3V1dXZpPUIrR8ZgMKC7uxvx8fFUS7E6zs7O0Ov1VMtgPNnZ2ZDL5Xj48KFd9vSHhoYQGBgIAKioqEBJSQkUCgUuXLhAWTI6QRBISUnBiRMnMDk5iVu3bmF4eJgSLRsJjUaDwcFBxMbGUi3F6jg5ObGOjBXIy8uDSCRCYWGh3e3906dP8erVK4SGhtp8q/tT8Hg8bNu2DUeOHMHAwADy8/NtXqJNK0emq6sLUqnUMpHVkXB2dmbzGqzE0aNH4ezsjIKCApu/p0NDQ/D390dhYSGam5uRlJSEw4cPWy3rfz24u7vjyJEj2LRpE0pKSlBaWso6yzakra0NAQEBtJvMbg34fD577VgBgiBw6tQpcDgc3Lp1yy6J+QaDATdu3EBvby+2bduGvXv30sI+eXp64vjx44iIiMCDBw9QXl5uM3tN/av9P5hMJjQ1NSEhIYFqKTZBKBSyjoyV4PF4OHnyJEiSRH5+vk2NxeDgIGZmZqBUKpGTk2O3/eaVwuFwEBsbizNnzsBoNOKrr75CY2Mje61ZGYPBgLa2Noe1Ty4uLuwYFSvB5/Nx/Phx6PV6FBYW2vRcy7Pc5ufncfToUdpdnwRBICkpCSdPnoRarcbNmzfR2tpq9WRg2jgyXV1d4PF4CA0NpVqKTRCJRGwbcCsiFApx+PBhzM/P48GDBzY5x9DQEKampiCXy3H27FkEBQXZ5DzWQCQSYf/+/di9ezcGBwfx5Zdfoqamhr3mrERLSwvkcrnDjCX4JgKBgM21siJSqRQHDhyAUqlEaWmpTc7x9u1b3L59G3w+HxcuXKB1Arqbmxtyc3ORnp6Ojo4OXLt2DQ0NDVZbhNLCkTGZTGhoaMDmzZtpERKzBSKRiO3/YWU8PT2RnZ2N0dFRq5dlDw4O4tKlSwCAM2fOMKY5Y2BgII4cOYKcnBz09fVRlnToSBgMBjQ1Na1o6CdTEQqFrNNrZfz9/ZGRkYGenh6rl2V3dnbiwYMH8PDwwGeffUZZPsxq4HA4CAsLw4kTJ7Bz5050dnZarUksLVLvOzs7HToaA7ybt8ROMrY+oaGh2LJlC2pra+Hu7o64uLh1H7O1tRWvXr2yOJ62aHJnSzgcDgQCAebn5x0yn8PeNDU1QSaTOWw0BnjXC4UdbGt94uPjMTMzg5qaGkilUqvYktraWtTX1yM4OBj79++3gkr7wuFw4OTkhMXFRYjFYqsck/Lwx9zcHKqqqpCenu6w0Rjgl4Mj6VwZMD09bZlmOjw8zJhQ8+bNmy1l2W/fvl3XsaqqqlBWVgahUGhxZJycnKwh0650dHQgODjY4doY2JupqSm8efMG6enpDtNp/GOwCy3bkZmZCR8fH6uUZT979gz19fWIj49npBOzTHt7OyIiIqzWxoBSz4EkSTx//hwRERGWEldHZdmRodu8JZIkUVJSguMH92LPlgRc+skfYF+4DH/7x7+D+PAg/PEf/JgRpb3Z2dnw8PDAo0eP1lyWnZ+fj7/+y/+Kv/qzv8H/+JMv8Pif65Eo24XcHWewY8tu3LxxkzHO3cjIiENHOO2B0WjEs2fPkJSU5JCVlF9neeuUrVyyDbm5uRCLxWsuyyZJEkVFReju7sa2bduQkZFhA5X2wWw2W90+Ubq11NTUhIWFhU8O5HMUlqNNdKom6enpwdljuYgSk/idBDdsTY96b9WpNZhwo+UBju3+Epn78/DT//E/weVyKVT8aY4cOYLr16+joKAA58+fB5/PX9HzTCYTfu2Hv4HHRaXI9v4B/jT8ryFxkr/3mGFtOy7/+3/CH/3bP8Glr/6Z1oZkaWkJ09PTDn/ztTU1NTXg8XhITk6mWorNWR6AubS0xIh8C6ZBEAROnjyJq1ev4tatWzh//vyKdyCWxw3Mzc1h3759jNvq/iZarRZ6vR4eHh5WOyZlERmVSoW6ujrs3r2bkaH7tUKXfejW1lYc3rsT/zVDgn86FIi0ALcPQuciPhc/2KzAi8+jwO14gbPHDtNG/8fg8Xg4ceIESJLErVu3VpS8aDAYcOLIGXQ8ncBfJ9bgqO+/+cCJAYAAUQy+7/9T/JuAW/j+qd9E8aNiW7wEq6BSqSAQCCASiaiWwlhGRkbQ3t5u1UnBdGZ5gULn7zfT+XpZdkFBwYqKP3Q6Hb788kvMz8/jyJEjjHdiAGBychIymcyq3bEp+YYajUaUlpZi06ZNG27VSIfKpcnJSZw5chC/OOSHVH+373w8QXDwH3f5IVDTh9/7nd+yg8K1IxQKcfToUeh0Oty+ffuT77dWq8Wv/fA3MNaow+9GXgWf+90rUYUgBL8fmo/f+sG/QUtLizWlW43JyUl4eno6dE6HLVlcXMTz58+Rnp4OqVRKtRy7sHxTYR0Z2yKVSnHw4EFMT0/j7t27n7RPMzMzuH79OkiSxNmzZ2ldXr0alu2TNaHEkamtrQWPx3PocsZvgw6OzN/+zU/x6/ESJCpWV1L8Zzt98bK4aN0JtbZGLpfj6NGjmJub+9bumhqNBlevXsWTB6X41xGXwOWsfMtM5uyDiz5/jT/9gz+3pmyrYQtDsZF49eoVZDIZYmJiqJZiN5ajTnSwT46On58fcnJyMDk5iXv37n30MSqVytIj5ty5c4xp/7ASlEql1QMYdndkhoaG0NbWtmFCtl+Hw+FQbigMBgNuXLuCzxJWf6MjCA5+GC/F3//tf7eBMuvi6emJI0eOYHZ29oPuv/Pz87hx4wbqauuxzfMYXLir34KJl2ahpbHD5jNE1oJKpWIdmTXS1dWF4eFh7Ny5c0NFtJZtMRuRsQ+BgYHIycnB+Pj4B87M1NQUCgoKIBQKce7cOYfLWVKpVFbNjwHs7MiMj4/j6dOnyMrK2jAh229CtaEoKMhHdpAYIv7aknbPxHvixrUrjKje8fb2Rm5uLmZmZnDnzh2QJInZ2VncvHkTPB4P9RVNyJb96pqOzeFwsEv6K/j7v/tHK6tePwaDwZK8ybJyBgcHUV5ejuzsbAiFQqrlUALV9mkjERQUhH379mF0dBQPHz4E8C5acefOHYhEIpw5c8bhpqybzWab2Ce7OTJTU1N49OgR0tLSEB4ebq/T0g6qIzJVL58jO2DtHr6Iz0WYTIihoSErqrIdvr6+OHjwIFQqFfLz83Hr1i04OTnh7NmzUCmnoRCuvQQw0XUvXj2vsqJa62AymRzOANqa0dFRPH36FLt27YK/vz/VciiDdWTsS0hICPbs2YPh4WEUFhbizp07kEgkOH36tEN+h5fvf9Z+bXZ5p0iSxOPHj7Fp0ybExsba45S0hMPhUG4oZmdUkArXVyUm4ppRWVm55n4tVCCTySxtwnNzc1FTUwMnzvqaxYl4blDPqq2gzrqQJLnhtm3Xw9LSEp48eYKMjIwN33uHavu0EQkPD4darUZ9fT14PB5Onz7tsN/fZUfG2q/Pbi4fl8uFRqOB2WzeUHvPX4cOnTNdBEIsGNdnrEaVKnz++edWUmR//uIv/gIAIOP7rOs4BlIPgQv9OudyuVz2hrRKCIKARqOhWgbLBkSlUqGxsREuLi7Q6/UoLi7GwYMHqZZlE2xV5m8XR4YgCOTm5uLu3buoqqpCWlrahnVmqPa0A0LD0V1Vg91rXHiazWaozc4oLS2Fm9t3l25TzcLCAp48eQKCIJCTk4Pp6Wm8evUKbm5u+B//5edYNC3Ambs2Z2RE14XAiAArK14/PB6PHQC4CpycnJCXl4e7d++Cz+cjMTGRakmUQeeGl47IzMwMCgoKIBKJcPr0aQwMDKC0tBT37t1DXl4e1fKsDkEQ4HA4VrdPdovIiMViizPj7Oy8IbplfgyqHZnPf+UHOPqLv8evpSjW5ExWDc8hKj4Ru3fvtoE666LX63H9+nWEhITg7Nmzluz/TZs24f79+9icmozXg7ew2/vimo7/Yv4X+I+//a+tqNg68Pl8LCwsUC2DUbi7uyM3Nxf37t0Dn89HdHQ01ZIogWr7tJFYrqgUCASWnJjw8HAQBIGSkhLcvXsXeXl5DveZODs7Y2FhwaoDbe36Drm5ueHQoUNoaGjA2NiYPU9NG6i+KP39/REUGYOq4bXNfPrH5ln81r/9Qyursj56vR5fffUVAOD06dPvlTD6+vriyJEjSNuRguLJ/7Wm408vjmEKfdixY4dV9FoTT09PKJVKqmUwDg8PD+zfvx+vX7/G9PQ01XIogWr7tFHQaDSWPjFnz559L/k1NDTUUpq9XG3pSNjCPtn9qpXL5di6dSuePXtGq7lD9oAu+UG/+0d/gj8tn8CicXVfkOrhWXRpCezZs8dGyqyDwWDAjRs3YDKZcPr06Y+W0np7e+NXf/VX4eotQNnkV6s6vtlsxldjf4r/58e/RYvP85t4eXlhcnKSahmMxNfXFwkJCSgtLd2QeUZ0vJ4dDa1Wa2kB8U0nZpmgoCAcOnQIKpUK169fd6h7paenp9XtEyXud1xcHKRSKV69ekXF6SmFDiuezMxM5H7+a/jRvYEVOzNN4/P4VyXjuFH4gNbGjiRJ3L59G0tLSzh9+vQn5w15enqi4MENFEz9BPXTK5udZDab8eXIH8MnlY9f/b9+ZC3ZVmXZkaFDcjkTSUlJAUEQqKmpoVqK3bBVNQnL+ywPgORwODhz5swnB9v6+/vjxIkT0Ov1lnlLjoAtFlqUXLUcDgc7d+7E0NAQent7qZBAGXQxFH/w7/49tp74AY7c6EHFkPpbb3qaRSP+sXYMPyoex817xQgLC7Oz0tXx4MEDaDQaHD16dEVtvQMCAvCisgTXp/5f3Bj6C8wavj3kOaRpxc/6L8Jtqxb/cuUfaOvQyWQykCQJtVpNtRRGQhDvoo5tbW0YHR2lWo5dYB0Z20OSJAoKCmAwGHDq1KkVdeyVy+U4d+4cCILAV199hYmJCTsotS1eXl6Ym5uDXq+32jEpu2pFIhEyMzNRXl6+ocoe6WIoOBwO/vCP/wQ/+ccv8T9H5ci81Im/rxlDae80KobUeNQ1hX9b8hZZV3swnXAEzypqERcXR7XsT/Lq1SuMjo4iOzt7VS2wg4KC0NBWDeH2CfxJxx78bf8PUKUsQrv6NZpnXqB0/DL+vOcA8s1/iN/9rxfxz5f+ntbNqgiCgIeHB7u9tA6kUinS0tLw7NkzLC4uUi3H5rCOjO15+vQpZmZmkJubC7FYvOLnCYVCnD9/HhKJBHfv3kV/f78NVdoeFxcXuLq6WtU+ccwUx5+fP38OrVaLQ4cO0XaFaw1IksQ//dM/4fDhw/DxWV//ElswMjKCK1/8AsN9vVhY0EIqkyMtcxeOHz8BJ6f1NdCzB+3t7SgrK0NKSgpSUlLWfJwnT57g/v37UI7MwInLh5OTE3wDvfHZxbOMqmRpaGjA6OgocnNzqZbCWMxmMx49egQ+n4/s7Gyq5dgUtVqNGzdu4Hvf+57DzfahA7W1taivr0dmZuaah5GSJIkHDx5gdHQUaWlp2LRpk5VV2o/Xr19Dr9dbLd+S8mVlRkYGbt++jdbWVsTHx1Mtx2YsR52sWXJmTfz8/PAH/+8fUy1jTYyOjqKsrAwhISHrcmIAYN++fXBzc0NjYyNCQkKwb98+K6m0L1FRUairq8Ps7Cwj+v3QkeUt8Fu3bqG3t5f226rrYW7uXRUj68RYn97eXtTX1yM+Pn5dE9UJgkBeXh5evHiBqqoqzM3NITMz04pK7UdMTAzy8/Oh1+utcs1RHkfk8/nIzMxEXV2dQ2Vmf5NlQyEQ0K8TLJPRaDR48OABZDKZ1ZyOrVu3IisrC/39/R9MzmYCZrMZSqUSYrEYWq2WajmMRigUIj09HdXV1Q5dxTQ/P+/QEXGqmJqaQmlpKXx9fZGRkWGVY+7cuROpqalob2/HgwcPGGefSJKESqWCSCSCTqezyjEpd2SAd9EAqVSKlpYWqqXYjGVDwe5BW4/lCgA+n49jx45Z9djR0dGW8sdr165ZNTHNVpjNZvT19eH27dt4+fIlYmJi4OXlRbUsxrPcpKy7u5tqKTZDq9WytsnK6PV63L17F2KxGIcOHbLqsZOTk7Fnzx6MjIzg1q1bjOjkbTab0dHRgRs3bqCmpgaJiYmQSqVWOTYtrlwOh4MtW7agubnZYaMyGo2GNRRWhCRJ5Ofnw2g04sSJEzZJvvX398epU6dgMBhw9epVWjdxnJ+fx8OHD/Hq1SvExsbis88+w6ZNm2idlMwUCIJASkoKGhoaHDYqo9Vq2WvFipAkiVu3boHD4eDkyZM2sf3h4eE4fPgw5ufnceXKFahUKqufw1rMzMzg7t27aGhowObNm3H27FnExsZa7X2hzZ3V19cX7u7uDhuVWVhYYOeYWJGSkhKo1Wrk5eWtqgJgtbi7u+PChQtwdXVFUVERGhsbbXautUCSJJqbm3Hr1i2IxWKcOXMGsbGx7E3JyoSGhjp0VEav1zMiqZ8pFBYWYmFhAcePH/9kr5j1olAo8Nlnn4HP5yM/Px+dnZ02O9daMJlMqK+vR35+Pry9vXHq1ClERkZa3bGjjSPD4XCQlJSEtrY2h1z16HQ69uZiJWpqajAwMICdO3fC29vb5ufj8/k4ffo0oqKiUF1djUePHtFiX3p6ehp3795Fa2srcnJykJWVBWdnZ6plOSQEQWDTpk1obm52yEaDrCNjPZ49ewalUomcnByrbZ18CqFQiHPnziEwMBAvXrzAixcvbH7OlTA5OYn8/Hz09fXh8OHDSE9Pt9k1RhtHBnjXnIzH4zG+Tv5j6PV6m3rmG4Wenh40NDQgISEBUVFRdj33zp07sXPnTgwPD+PatWtWS1RbLSRJoq6uDgUFBVAoFDh16hR8fX0p0bKRCA8Ph06nc8gmeQaDgXWCrUBTUxO6u7uRnp6OwMBAu52XIAjk5OQgLS0NnZ2duHnzJmVpGiaTCRUVFSgqKkJYWBhOnDhh81w9WjkyHA4H8fHxDrm9tLi4yBqKdaJUKvHs2TP4+flh27ZtlGiIiorCyZMnsbS0hC+//BKDg4N2Pb/BYMDjx4/R29uLI0eOID09nY302Qkej4eYmBiHtE8Gg4GtqFwnQ0NDqKysRGRkJBITEynRsGnTpvfyZuyd17ewsIB79+5hfHwcJ0+exObNm+2SG0orRwYAIiMjMTMzg6mpKaqlWJWlpSXWUKwDg8GAoqIiSCQSHDx4kFItMpkMn3/+OTw9PVFcXIzy8nK7nHd+fh6FhYUgSRLHjh2Dp6enXc7L8ktiY2MxPDzscN3IjUYja5/WgUajwePHj+Hp6Yldu3ZRqsXHxweff/45JBIJioqKUFtba5fzTk9P486dOxCJRDh8+LBdttWWoZ0jw+fz4e/vj+HhYaqlWBXWUKyPoqIimM1mnDhxghbVXzweD0ePHsXmzZvR1tZm81CuSqXCnTt34OPjgwMHDrDblBQhFovh5eWFt2/fUi3FqphMpk8OWGX5dkiSxN27d+Hk5ITDhw9TLQfAL/P6YmJiUF9fj8LCQpuWaI+NjeHu3buIiIhAdna23aPE1N8RPoKfn5/DGQqj0QihUEi1DEZSXV0NlUqFnJwc2t3At2zZYgnlXr582Sb5XePj4ygqKkJCQgJ27NhBC0duI+OI9okkSZtW/zkyz58/h0ajQV5eHu22eTMzM5GTkwOlUonLly/bJL9raGgIDx8+RHp6OrZs2UJJY0VaWkR/f39MTExgaWmJailWgzUUa2NiYgKNjY2Ii4uDv78/1XI+ynIoVy6X48mTJ3j06JHVVj9v377Fw4cPsXXrViQlJVnlmCzrw8/PD6Ojow5TvbR8rdJ1fAqd6e/vR09PD9LS0iCXy6mW81GCgoJw/vx5iMVi3Lt3D8+ePbNa1WVvby9KSkqwa9cuSmfR0dKRkUgkEIlEGB8fp1qKVVi+aCQSCcVKmIXRaMSDBw8glUqxfft2quV8kuXuwjt27MDw8DCuXLmy7tXPzMwMnjx5gu3btyM2NtZKSlnWi5eXF0wmE60bkK2G5Xwf1j6tDp1Oh6dPn0KhUNB+gKNQKMTp06exZcsW9PT04OrVq+u+fsfHx/HixQvs3bsXoaGhVlK6NmjpyHA4HPj5+WFkZIRqKVZhed4Nu+JZHUVFRSBJEkeOHKFayoqJjY3FhQsXIBQKce/ePTx//nxNqx+9Xo9Hjx4hPj4ekZGRNlDKslYIgoCPj4/D2Cd2YOTauHv3Lng8ntXHD9iSzZs348yZM+Byubh9+zYqKyvXdJz5+Xk8efIEaWlpdi0z/zZo6cgAcChHZnZ2FgDYHJlVUF9fD6VSiX379jHOwAqFQpw5cwYpKSno7u5e9erHZDLhyZMn8PDwwJYtW2yolGWt+Pv7O4x9YufArZ6XL19ibm4Oubm5tMuL+S7c3Nxw/vx5xMXFoampCdeuXVtVFd7S0hKKi4sREhKCuLg4GypdObS9cn19fTE9PY2FhQWqpawblUrFGopVMD09jdraWkRFRdHC218rKSkpOH36NAiCwO3bt1FVVfWdzzGbzSgvL8fS0hJ27drFTiSmKX5+fhgbG2PEsL7vYmZmhnE3YyoZGRlBR0cHUlJSGN0CYfv27Th+/DgMBgOuXbuGN2/efOdzzGYzSktLIRAIrDbN2xrQ9s4qEAggk8kcYtUzNTVFu2obukKSJO7fvw+hUIjMzEyq5awbqVSKCxcuIC4uDm/evMH169c/ufppbm7G8PAw9u/fz7aMpzFSqRTOzs6YnJykWsq6mZmZYVzUkyqMRiMeP34Md3d3pKSkUC1n3Xh6euLixYsIDQ1FVVUVbt++Db1e/62Pr66uhlqtxt69e2m1MKePko8gl8uhVquplrFuZmdn2W2lFfL8+XPo9Xrk5eXR6ouyXpZXP4uLi7h27RoqKio+yJ0ZGxtDbW0t9u/fz1a40RwOhwO5XI6ZmRmqpawbjUbDJvqukEePHsFkMtGmX4w1IAgC2dnZOHToEGZnZ3HlypWPDsft7+9He3s7cnJyaNelntZ3CrFY7BAdNLVaLdzc3KiWQXvevn2Lnp4ebNmyxa5dIe3F8uonKioKzc3N77UQNxqNePnyJbZs2WLzuSQs1kEsFlsS+ZnMwsKCQ37frE1nZydGR0exc+dOh4xg+fv743vf+x6CgoJQXV2NL7/80pLbt7i4iPLycuzYsYOW1wqtN0bFYjEmJiZW/Hij0Qij0YilpSUYDAbL300mE5aWlsDlcsHj8cDj8eDk5AQejwc+nw8+n2/TPeLFxUXIZDKbHd8RWA7ZyuVyJCcnUy3HZhAEgaysLCQmJqK4uBhFRUXw9/eHXC4Hn89HfHw81RJZVohIJFpxxJgkSZAk+Z5d+jb7tGybnJyc4OTkBBcXF5tGJ41GI+s8fwc6nQ5lZWXw9/dHREQE1XJsBo/Hw759+6BUKvH48WPcvn0bYWFh4HK58PDwQFhYGNUSPwqtHRmRSASlUok7d+7AYDBYjIDJZAJJkjZpSMXhcCyJucuOjouLC0QiEcRiMSQSCaRSKWQy2Yq2i5YNGGsoPs2DBw9AkiRyc3OplmIXpFIpzp49i9bWVlRUVGBychKHDx92qO00R0csFqO1tRV37tzB4uKixTkxGo0wm812sU/Ozs5wcXGBUCiEWCyGq6sr3N3dIZPJVhQ1WC699vHxsbpWR+LevXvg8XjYv38/1VLsgqenJy5cuID6+nrU1dWBz+fjxIkTtC0+oLUjIxQKYTabLSPm3dzcIBAIIBAIIBQKLZGUr69ivr6S4fF433pjWDY4BoMBi4uL0Ov10Ov1WFxcxOLiIgwGA3Q6HbRaLfR6Pebn5y2rp68bKIIgwOVyLQ6PVCqFXC6HQqGAl5cXlEolAEChUNjlPWMiXV1dGB8fR3Z2tkOGbD9FXFwcBgYGIJFIaNsZlOXjCIVCSzTFxcUF7u7ulkWPQCB4L7LyMdv0bfbp69Gb5ejywsIC9Hq9xV4tLi5iYWEBWq0WCwsLmJ2dtSzyvmmfls8rEAgglUrh4eEBHx8fyOVyy9YmmyPz7dTV1UGtVuPIkSMbrrorOTkZfX19CAkJofU1QutPhc/nY2lpCadPn7a6J7hsSNZy4yRJEvPz81Cr1VCr1Zibm4NWq4VWq8XIyAj6+vo+WI09fPgQnp6e8PHxgZ+fH1vF9H8wGo0oLy+Hj48PbcOWtmR4eBhTU1PIzs6mWgrLKuHz+eByuTh9+rRVj0sQhMUBWQskSWJubg4zMzNQq9WYn5+HVquFRqPB8PAwent7P7BPRUVF8PDwgJ+fH3x9fTfcDfvb0Ov1qK+vR1hY2IZcjHZ1dcFgMNC+czGtr9blzOilpSVa3fgJgoCbmxvc3NwQFBT00ccYDAZMTEygoqICc3NzWFhYQEdHB1paWizHEAgEcHV1hbe3NyIjI2mZRGVrnj9/DpPJhH379lEtxe6QJInKykps3rx5w0WiHAE+n2/TiedrhSAISKXST9oTvV6PiYkJlJeXQ6/XQ6PRYHJyEs3NzQAALpcLgUAANzc3KBQKREVFbchKusePH4PL5WLnzp1US7E7S0tLqKmpwbZt22jv2NJa3XIfDYPBQCtHZiXw+XwEBASgsrISMpkMJ06cAPDu5jU+Po6RkREolUqo1WrLYESCIODq6gofHx9EREQ4/ApApVKhr68PW7Zs2ZA38r6+PphMJtp0x2RZHXw+HyaTCSaTCVwul2o5q8LFxQVBQUEoKyuDn58fDhw4AOBdhPSb9ml0dBR1dXXgcrlwc3ODr68vIiMj4eHhQfGrsC3Dw8MYHx/Hrl27aH8jtwXt7e0Qi8WUz1FaCbT+dEwmEwAwzkh8Ha1Wi5CQEMu/CYKAr68vfH1933vczMwMurq6MDIygu7ubrS3t4PD4UAkEsHb2xuhoaEICgpyqGTQx48fQygUYvPmzVRLoYSOjg7ExMQ41Ge6kVi2T0z+/PR6/XvdaXk8Hvz9/T+YNK9UKtHd3Y3R0VG0t7ejpaUFHA4HEokE3t7eCA8Ph5+fH6Pfi69DkiRKS0shk8k25Kwzs9mMjo4OJCcn0zbB9+vQ2pFZDtvSrfnOajAYDCuKrLi7uyMtLc3yb51Oh66uLgwNDVn2tYF3HY89PDwQHByMsLAwxkWqlmlubsb8/DyOHTtGtRRKmJubsyQ4szCTxcVFODs7M8LQfwyDwQCSJOHn5/edj/X09HzP4dFoNOjs7MTw8DAGBgbQ3d0N4F0CtJeXF0JCQhASEsLYSEZlZSUWFxctkfSNxuTkJHQ63XuLcDpD66tMr9fDycmJsV7+9PQ0AHywulkJQqEQSUlJSEpKAvAu5NvT04OBgQEolUoMDw+jrKwMfD4fXl5eiIuLQ0BAACPeK4PBgKqqKgQGBm7YsvTOzk4EBgZCIBBQLYVljSw7MkxlefzLWr6DYrEYKSkpljb9er0ePT09GBwcxPj4OAYGBvDs2TM4OztDoVAgISHhgyg0XdFoNGhtbUVMTAytK3VsSWdnJ8LDwxnjiNJaJRNzY77O27dvLdtD64XH4yE6OhrR0dEA3oU+h4eH0dPTg5GRERQXF4MgCMhkMkRFRSEqKoq2F2FJSQk4HA727t1LtRRKIEkSXV1dDjFLaiPDdEdmdHT0ky0qVoOLiwvi4+MtDR2NRiMGBgbQ19eHsbExDA4OgiAIeHp6Ijo6GhEREbRddBUXF8PJyQnbt2+nWgolLC0tobe3F3l5eVRLWTH0vNP9HxzBUNgqiZUgCAQFBVmqpnQ6HZqbm9Hf349Xr17h1atXcHV1RWhoKBITE2mTTDs+Po63b99i+/bttHW0bM3bt29hNpvXFKljoQ9MX2hNTEzYrBKJx+MhPDwc4eHhAN5FOd68eYPBwUG8ePECL1++hJubG8LDwxEfH0+b97GnpwcqlQo5OTm0dbRsTV9fHyQSCaOSuWl9J2G6IzM1NWW3JmdCoRBpaWlIS0uD0WhER0cHurq68ObNGzQ2NkIsFiM8PBxJSUmUGo2SkhK4urpu6Eqdzs5OREZGblhD6Sjo9XpG26fZ2Vm7VaSIxWJs374d27dvh8FgQFtbG3p6elBXV4fa2lq4ubkhMjISCQkJlC1wSJJEWVkZvLy8vrWtxkags7MT0dHRjMr9Yh0ZG7KwsEDJqpvH41nCvCRJore3Fy0tLRanRiKRICIiAomJiXZ1ampqaqDT6azeQIxJLCwsYHBwcEO/B47CcsdxJrI854mKZE4+n2/J/yNJEh0dHWhvb0dtbS1qamoglUoRFRWFuLg4uzo1L168gNFo3DBjCD6GWq2GUqlk3HtAa0dmfn7eKvklVDA5OQmz2WwJrVIFQRCIiIhAREQESJJEd3c3Wltb0dDQgPr6eri5uSE5OdnmJYZ6vR6NjY0IDw+Hu7u7Tc9FZwYHB+Hp6clOQ3cA5ubmGDsMtq+vD8DaChGsCUEQiI2NRWxsLEiSRFtbGzo6OlBVVYWqqirIZDKkpqbaPEKiVqvR3d2NpKSkFc3Qc1T6+voQEBBAm1SElUJrR2ZqasqS3Mo0ent7weVyafWlIAjCkghMkiQ6OzvR3NyM58+fo7y8HGFhYUhLS7PJRVxcXAwul4tdu3ZZ/dhMYnx8nB3Q5yCoVCpERUVRLWNNDA0NwdnZmVbbmwRBWCLJRqMRbW1taG1tRXFxMfh8PiIjI7FlyxabRJGLi4shEAiwdetWqx+bSUxMTCAgIIBqGauGto6M2WyGSqViVMLR1xkbG6N16R5BEIiJiUFMTAw0Gg0qKirQ3d2Nzs5OeHh4YOvWrVZbrQ0NDWFiYgJ79uyhleGkgomJCaSnp1Mtg2WdGAwGzM7OMnbQp1KppHVklMfjITExEYmJiVCr1aioqEBraytaWlrg7e2N9PR0eHt7W+Vc7e3tmJ2dZVSVji0wm82YnJy0lNQzCdo6MrOzsyBJkrHzh+yZSLdexGIx9u3bZwntvnnzBg8ePICzszOio6ORkpKyrr3q58+fQyaTUb7NRjV6vR6zs7NWM8As1DE1NQWRSESriOtq0Gq1jOlYK5VKcfDgQZAkicbGRrS2tqKwsBACgQBxcXFISkpa8wKJJElUVFR8tNv6RkOtVsNoNDIyeEBbR2ZsbAxeXl6MXMFTmUi3Hr4e2lWpVKisrERTUxOampqgUCiQnp7+XnfPldDW1ga9Xo/Dhw/bSDVzmJychKurK+P2n1k+ZHx8nLEOqVqtBkmSjJs2TxAENm/ejM2bN2NiYgKVlZWora1FXV0dAgICkJ6evuqFb01NDYxG44btafV1Jicn4enpych7Lq0dGabmEtAlkW49yOVy5Obmwmg0oqGhAe3t7SgoKIBQKERCQgISEhK+84InSRLV1dVQKBS0DmPbi5mZGcYmh7K8z+joKGMirt+kt7fXMiGbqXh7e+Po0aMwGAyora1FV1cXbty4AYlEgqSkJERFRX2nfTIajWhubkZoaCi7uACz7RMtHRmz2YzR0VHGJvrSMZFurfB4PKSmpiI1NRUjIyOorq5GVVUVampqEBwcjB07dnyrEXjz5g0MBgP27NljZ9X0ZGZmhnXoHACTyYSJiQnGdn4dGRlhbDXoN+Hz+cjIyEBGRgb6+/tRV1eHsrIyvH79GhEREcjIyPjWbfHXr1/DbDYjKyvLzqrpyczMDAIDA6mWsSZo6chMTU1haWmJsXN46J5It1b8/Pxw/Phx6PV6VFdXo6urC/39/QgKCkJWVtZ7Dg1JkmhoaEBAQIDNuocyDbVazegoHcs7RkZG4OLiwtiIxszMzIoGRTKN5UGVOp0OFRUV6OzstMwM2r59+3vVTgaDAZ2dnYiKiqJNV2GqUavV2LRpE9Uy1gQtHZmOjg6EhYUxtoU9kxLp1oKLiwuysrKwY8cO1NTUoKWlBZcuXUJgYCCysrIgFAote8+7d++mWi5tUKvVjL35sfySjo4OREZGMqrz6TIkSWJxcdGhO9cKhUJkZ2dj586dFoemp6cHoaGhyMzMBJ/PR1lZGTgcDjIyMqiWSwuMRiPm5+cZa59o5yksT3k+dOgQ1VLWxMTEBEiSZGx/idVAEATS0tKQmpqKuro6NDc348qVK/Dz88PY2Bi79/wNlpaWGNsJluUdOp0OQ0NDjC2h7+npAQDGFSKsBR6Ph8zMTGzbtg1VVVVob29HX18f/P39MTw8TOk4BLphNBoBgLHRKdp9in19fRCLxYzdVmpvb4eTk9OG2k4hCAKpqalISUlBY2Mj6urqYDabsbi4CL1ezzozeJf3ZTabGbmKZ/kl3d3dUCgUcHV1pVrKmuju7oZQKNxQN3Aej4ft27dbHJrm5mYA7wZZMn3wp7UgSRIAGJvXSTvVy/uWTDX4o6OjjG2StV4IgkBiYiI4HA5kMhkmJiZw6dIlPHnyBAaDgWp5lGI2mwEw11CwvPsMOzo6GFuEALzL32NqNeh6IQgCycnJAAAvLy8MDg7iiy++sMxY2sgsOzJMve/Syi2fnZ3FxMQE9u3bR7WUNUGSJDQaDZKSkqiWQhlVVVUwm804cuQIeDweamtr0dTUhC+++ALh4eHIzMzcUKvBZZi+4mF5t22s1+sRHBxMtZQ1odPpYDAYGO2IrZeXL1+Cy+XiyJEjlmZ4HR0d6O7uRmxsLNLT0zfkd3Q5Wsw6Mlago6MDQUFBjN2K6O3tBQCHTvT9FCRJor29HaGhoZZw7datW7F582ZUVlaio6MDfX192Lp1KxISEihWa1+YvuJheWefwsPDGeuIt7e3g8PhOGTF0krQ6/UYGBiwdAImCMKSQ/Py5Uu0trais7MT27dv33A2nCRJRjtwtFGu1+vR1taG+Ph4qqWsme7ubggEAsYauvWyHI3JzMx87/95PB527NiB733ve/D19UVFRQWuXr2KiYkJipTaH3ZridnMzc2ht7cXsbGxVEtZMwMDAxt66npZWRm4XC62bNny3v/zeDzs2bMHFy5cgEwmw/Pnz/HVV19henqaIqX2h+n5e7SxqvX19VAoFIzev52cnNyw8zqW5zSFhIR8a/Icn8/HwYMHceLECXC5XBQWFqKoqAh6vd7Oau0Pu7XEbGpqahAeHs7o/lAzMzOM3RZbLwaDAQMDA4iLi/vW76BQKMTRo0eRl5eHpaUl3Lp1C48fP94Q+TNsRMYKzM3Noa2tDWlpaVRLWTNzc3MwGAyMjiith8bGRphMJuzYseM7H+vh4YFz584hMzMTSqUSly9fRkVFheVm74iwW0vMRalUor+/n5FTgZd5+/YtSJLcsPapsrISHA4HW7du/c7H+vr64vPPP0dqaiqGhobwv//3/0ZDQ4MdVFIH68hYAS6XCycnJwwMDMBkMlEtZ020tLSAy+UydpDcemlpaYFCoVhVflNMTAy+//3vIzIyEs3Nzbh06RL6+/ttqJI6uFwuAGyI1Z2jwePxwOPx0N/fz1hnu62tDc7Ozoyd1r0eSJJEd3c3QkJCVnWzTk5Oxve//30EBgaipqYGV65cwejoqA2VUgeXy4XRaLRsgTMNWjgyIpEIBw8eRH9/P27fvg21Wk21pFUzODi4Ycuuh4aGoNfr1zR7hiAI7Ny5E+fPn4erqyuePHmCW7duYW5uzgZKqcPZ2RlOTk7QaDRUS2FZJe7u7ti3bx/a2tpQWFjIyM+QyUN410tbWxtMJhO2bdu26ufyeDzs378fp0+fhpOTE+7du4fCwkLodDobKKUOiUQCo9HI2G1+WjgywLu6/uPHjyM4OBiFhYWMSgRdbu8cERFBtRRKqKqqgkQiWZcjJxaLceLECRw4cABarRbXr1/H69evGbsC/iYcDgcSicThHLSNgp+fH06ePAm5XI7CwkJGJYLqdDosLi4yOlF5PTQ2NsLT03Nd0Sh3d3ecPXsWu3btwvT0NK5evYr6+norqqQWHo8HgUCA+fl5qqWsCdo4MsC71fnWrVuRkpKCBw8eYHBwkGpJK6KrqwsANsRYgm8yPz+PmZkZq+UPBAYG4uLFi4iPj0dLSwu+/PJLTE1NWeXYVCMSiRhrKFh+2fI+KioKRUVFGB8fp1rSimhubgZBEBtyYOn4+Dh0Ot2aojEfIzIyEr/yK7+CsLAw1NbW4vr165idnbXKsalGLBYzdqFFyzrh+Ph4CIVCPH36FBkZGbRv4NTe3g43N7cNWXb96tUrODk5WbXvAkEQyMjIQGxsLB48eID8/HxERUUhMzOTMQlpJElibGwMExMTmJqagkqlwvz8vKWzKAsz4XA42LJlC4RCIR48eIDdu3fTfm5RT08PPDw8qJZBCRUVFRAKhVAoFFY7JkEQ2LNnD+Lj4/Ho0SN89dVX2LRpE6OKVUwmE0ZGRjA5OWmxTwaDATKZjGppa4K2d97lgYOPHz+G2WxGTEwM1ZI+itFohEqlWlE2vKNhNBoxPDxss0oIqVSK8+fPo6amBo2NjRgYGMDBgwdpO4fLbDZjYmICvb296OvrA/CuAsLb2xtxcXGQy+WMbfbI8j6xsbEQCoUoLS0FQN8hjDqdDlqtdkNOedbpdFAqlTZ77V5eXvj888/x6tUrvHnzBj09PcjNzaXtBOnlxdWyfeLz+fDx8YGfnx8SExPh4eHB2LlTtHVkgHc3gZycHDx8+BAymYyWFUGtra0AsCHLGuvq6gAAqampNj1PamoqoqOjcf/+fdy5cwfR0dHYsWMHLaIzZrMZ09PT6OnpQW9vL5aWlhASEoI9e/bAx8eHFhpZbENwcDB2796N58+fw93dnZY3sPr6ehAEQVtHy5ZUVFSAy+XaNDdouTtwbGwsHj58iBs3biA5OdnmNnGlmM1mKJVK9PT0oK+vD2azGaGhoThw4AC8vb0dph0ErR0ZAPDx8UFqaipKSkpw8uRJ2q1oOzo6IJPJNuS2Unt7O/z8/Ozy2iUSCc6dO4fq6mo0NjZiaGgIhw4doiwUurS0hLa2NnR1dWF+fh5BQUHYvn07/P39LaXWLI5PSEgIJicn8fjxYxw/fhxOTk5US3qPvr4+q26rMAWSJNHf34/IyEi7LCbkcjnOnz+P8vJyNDQ0oLe3F3l5eRCLxTY/98dYXFxES0sLurq6sLi4iODgYOzatQu+vr4OubhixN03Pj4eY2NjKC8vx969e6mWY8FgMGB2dvaDlvwbgZ6eHhgMhjWVXK+HrVu3IjIyEvfv38etW7eQmJiI9PR0u53fZDKhvb0dDQ0NkEgkSE5ORlBQEO1uYCz2IzU1FePj46iurrb79+FTzM7OQq/Xb8i8rDdv3oAkSbvaBoIgkJWVhejoaDx8+BDXrl3D1q1bsWnTJrtpWFpaQktLC968eQNPT09s27YNAQEBDr+4YoQjw+FwsGPHDty6dQu9vb0ICwujWhKAd2V9HA5nQ1Yr1dbWQiqVUjK7RSqV4rPPPkNFRQWampowPDyMo0eP2nR/12w2o6enBzU1NeDz+cjKykJgYKDDhGZZ1g5BENi1axfy8/MREhJCmzEldXV14PF4G3JIZHNzMxQKBSU5H15eXrh48SKePXuGqqoqDAwMIDc316aR6+WBvfX19ZBIJNi3b9+G+twZE2MSCoXIyMhAZWUlbXqL9PT0wNPT0yFDdZ9ifn4ec3NzlO4DEwSB7du34/Dhw5ifn7dp102VSoWioiJUV1cjNTUVJ0+eRFBQEOvEsFhwc3NDSkoKKioqaNMddWhoaMOWXOv1ekoTnAmCQHZ2Nvbt2welUokrV65ApVLZ5FwTExMoKChAc3MzMjMzcfTo0Q3lxAAMcmSAd5VMXC4Xvb29VEuBTqeDRqNBYmIi1VLsTnV1NXg8Hi0SCH18fPD555/D1dUV9+7dQ3V1tdWObTQa8fr1a9y5cwfe3t44c+YMIiIiWAeG5aPExsZCo9HQoo29UqmEwWDYkNtKNTU1EAgEtCg5DwkJwfnz58Hn83H79m00NTVZ7diLi4t4/vw57t+/j5CQEJw+fRrBwcEb0j4xypEhCAIJCQlobm6mfNWzXA2wEafJDg4OIigoiGoZFvh8Pk6dOoWEhAQ0NjYiPz9/3TONNBoNCgsLoVQqceLECaSlpbF5MCyfhMfjIS4uzqo3q7XS0NAAPp8PT09PqqXYFZIkMT4+Tqsu60KhEOfOnUN4eDgqKytx//79de8qzMzMoKCgAAsLCzh9+jQ2b97s8Hkwn4JRjgzwrrPi/Pw8xsbGKNXR398PhUKx4baVhoaGYDQaaVNe+HW2bduGQ4cOYWZmBpcvX17zmIvx8XEUFBTAy8sLeXl5cHd3t7JSFkclNjYWo6OjmJmZoVTH27dvERgYSKkGKmhra4PZbMbmzZuplvIey0309uzZg9HRUVy5cmXNMwWHhoZQWFhoKaOWSCTWFctAGHcXdnJyQkxMDKWrntnZWSwsLCApKYkyDVRRX18PkUgEV1dXqqV8FH9/f1y4cAFCoRCFhYWrnofS0dGBBw8eICUlBZmZmRt6lcOyeoRCIcLDw9Hc3EyZhpGRERiNRquNDWESLS0tkMvltG3sFh4ejs8++wwEQeDmzZtoa2tb8XPNZjMaGxtRUlKCHTt2YOvWrRtyG+ljMM6RAd6VY799+5ayKbQ1NTXg8XgbLpHOaDRCqVTSfmSEi4sLzp49i+joaNTW1qKwsPA7t5pIksTr169RVVWFAwcObNgBeyzrJyEhAd3d3VhaWqLk/HV1dRAIBJRUFFKJTqfD3NycXcud14JYLMb58+cRHByM8vJyFBcXf+dWk9FoxLNnz9Da2orDhw8jPDzcTmqZASPKr7+JUCiEh4cHRkdHP5jxYzKZsLi4CIPB8N4PSZJwdnaGs7Mz+Hw+hELhmrx2kiQxODhImxJwe9La2gqz2Ux7Q7FMVlYWAgIC8PTpU1y5cgXHjx//qHHX6/V4+vQpdDodjh8/TttoEwszkMlkEAgEmJiYeG+xYzabYTKZ3rNLy7YKeJfrtWyjhELhmnKyjEYjJiYmaLe1Yg+W8xZDQ0OplvKdEASBffv2oaOjA2VlZfjyyy9x4sSJj07o1mq1ePz4MQiCwPHjx9c1xdtRYaQjA7yrVunp6cH8/DxUKhVUKhV0Oh1MJhMAgMvlgs/nW34IgsDi4qLFcJhMJvD5fIjFYkgkEnh7e8PX1xceHh6fzHvp7OyEyWTakLOV2tvbIZfLGdXFeLlqID8/Hzdv3sT+/fvfyx3Q6/UoKiqCq6urzXvRsGwcfH190d7ejrGxMYt9WlhYsKy8eTzee/YJgMWxWVxctCy8xGIxXF1doVAo4OPjA5lM9kn7tLyVypTFhjXp6+tj3FiQ6OhoKBQK3LlzB9euXcPhw4ffmyW3XHTg5+fHbnV/Ao6Z6vKfNTI7O4vq6mpwuVx4eHhALpdDLBZbDMOnPnCz2QyDwYD5+XloNBrMzc1hbGwM4+PjIEnS4tT4+Ph80Cfm2rVrcHJywqlTp+zxMmmDXq/HpUuXsHPnTkY2ACRJEnfv3sXk5CS2bt2KpKQkGI1G3L9/HwKBAHv37mWUAWShNyqVClVVVZbosUwmg0gkskSEP3Wtmc1mLC4uQqPRQKPRQK1WW+wTh8OBQqGw2Ce5XP7esb744gvI5XLk5eXZ42XShpmZGdy8eROHDx+Gj48P1XJWjcFgQEFBAWZnZy02Vq/X4+7du1AoFMjMzGTzYT4BYx0ZW7A8AHBsbAyjo6MYGxsDSZIICQlBdHQ0XFxccOPGDezbt48WPVTsSUVFBVpbW/HDH/6Q0Tf8ly9foqOjA6GhoVhaWoLRaMTBgwcZFWVi2ZiQJImpqSmMjY1ZfjgcDsLDwxEVFQWDwYD79+/jxIkTtOihYk9KSkowPDyMH/zgB1RLWTMkSeLJkycYHBxEbGwspqamIBQK2UXWCmCt99fgcDiQy+WQy+WIj4+H2WzG1NQUurq6UFxcDLPZDC6Xu+G6JgJAb28vvLy8GP+FysrKgkwmw+vXr+Hu7o6jR4+yTgwLIyAIAl5eXvDy8sKmTZtAkiQmJyfR2dmJe/fugcPhgM/n03IKt60ZHh5mfLk5QRDIyclBbW0t6uvr4eXlhT179jDe5toD1oJ/Ag6HA09PT3h6eiItLQ2Dg4N48+YNvvzyS8TExCA+Ph4ikYhqmTZHo9FAp9MhKyuLailWQyAQ4ODBg2xODAtjIQgCCoUCCoUCGRkZ6O/vR2NjI7788kvExcUhNjYWAoGAapk2Z3x8HEtLSw5Tbk6SJCQSCQ4cOMAuslYI+y6tEB6Ph7CwMISGhmJiYgJNTU24fv06YmJikJqa6tBdX5ubm0EQBONXPMC7HhvV1dXIzc2FWCymWg4Li1VwcnJCZGQkIiIiMDIygqamJjQ2NmLTpk1ITk526CTR5uZmODs7O0Qkqre3F62trTh+/DhcXFyolsMYWEdmlSwn2ykUCszMzKC8vBw3b95EZmYmAgICqJZnEwYGBhxiz31hYQElJSXYvn07vL29qZbDwmJ1OBwO/P394e/vD6VSibKyMvT19SErKwsKhYJqeTZhdHSUkQm+32Rubg4vXrxAdna2Qzhl9oTdfFsH7u7uyMvLQ3JyMp4+fYrS0lLo9XqqZVkVo9GI+fl5Ws0uWSuVlZXw8fFhZNUVC8tq8fT0xLFjxxAVFYUHDx6gvLzc0rPGUdBqtVhcXGR8A0uz2Yzy8nJERETQao4dU2AdmXXC4XAQExOD06dPw2g04saNG+ju7qZ8qKW16OrqAgDG3/xHR0cxMDCAjIwMqqWwsNgNgiCwadMmnDp1Cmq1Gjdv3sTg4CDVsqxGS0sLCIJgfJf1vr4+qFSqDdmfzBqwjoyVEIlE2L9/PzIzM1FZWYmHDx9SNkLBmnR1dUEikTA66cxkMqGsrAxbtmxh82JYNiSurq7Izc3Fli1b8Pz5c5SUlGBhYYFqWetmYGAAMpmMahnrYnFxEa9fv8a2bdvg7OxMtRxGwjoyViYkJARnzpyBUChEQUEBJicnqZa0LlQqFeNDnY2NjeDxeIiLi6NaCgsLZXA4HERFReH06dMgSRJ37tyhfEr3eiBJErOzs4zf9q6pqYFMJtuQY2+sBevI2ABnZ2fs2rULSUlJuH//PgYGBqiWtCbGx8dhMpmQmJhItZQ1o1ar0djYiKysLLYfAwsL3s2q27dvH8LDw1FYWIjR0VGqJa2J7u5uAEBMTAzFStbOxMQEurq62M6964S17DYkISEBu3btQmlpKVpaWqiWs2paWlos86iYyuvXrxEdHQ1PT0+qpbCw0AYOh4PU1FSkp6fj0aNH6OnpoVrSquns7IRYLGbstvdygm9SUhI7qHadMPMKYBAhISEQCoV49OgRjEYjkpKSqJa0Yphe1qhUKjE+Po49e/ZQLYWFhZZER0dDJBKhpKQEJpOJUUn9SqWSUXq/yfDwMHQ6HaMj3nSBjcjYAW9vb+Tm5uLNmzeW6bR0R6fTQa/XMzqv5M2bN5YZWSwsLB8nICAAOTk5eP36Ndrb26mWsyKUSiVMJhMSEhKolrJm3rx5g/j4eMZGlOgE68jYCQ8PD+Tl5aGlpYURzgzTyxrn5uYwMDDAaEPHwmIvfH19cfDgQVRWVqKtrY1qOd9JU1MTnJyc4ObmRrWUNTE5OQmlUsn4/jd0gXVk7IhcLkdeXh7evHlD+wTg/v5+uLu7Uy1jzbS1tSE4OBgSiYRqKSwsjEChUFicmfHxcarlfJLR0VFGdypubW1FVFQUW25tJVhHxs7IZDJkZWXh+fPnmJubo1rOtzI/P8/Y2UomkwldXV2MrmZgYaEChUKBrVu30rrPDEmSWFhYYGy5sl6vR19fH2ufrAjryFBAWFgYIiIiLAl2dGNqagokSSI6OppqKWtiYGAAfD4fvr6+VEthYWEccXFxUCgUePbsGUiSpFrOB/T39wMAQkNDKVayNnp6euDh4cH4Rn50gnVkKCI9PR0cDgcVFRVUS/mArq4ucLlcxm7LdHV1ITo6mu3LwMKyBjgcDrKysjA/P4/Gxkaq5XxAX18fXFxcGJsku2yfWKwHM68EB4DL5WLv3r3Iz8+Hj4+P1cKkZrMZS0tL0Ol00Ol0lvAwn8+Hk5MT+Hy+5e9OTk4fbRI3MjLC2OmrJpMJY2NjSEtLo1oKCwtj4fP52Lt3LwoLC+Ht7Q0/Pz+rHNdsNsNgMFhsk06nA0EQFtv0dRvF4/E+ap8mJiYgl8utosfe6PV6qFQqBAQEUC3FoWAdGQqRSCTYuXMnnj17BrlcvmrnQafTYXR0FGq1Gmq1GrOzs5idnYXRaASXy4VQKIRAIAAALC0twWAwwGAwYGlpyXIMHo8HFxcXyOVyeHp6wtPTE2q1mrHVPkqlEjwej9GJyiwsdEAulyMjIwOlpaU4ceIERCLRqp6v0Wg+sE9zc3MwmUzg8XgQCAQQCASWxdeyjfqmfRIIBPDw8ICnpyfkcjl0Oh02b95s7ZdrF0ZHRyGVSiEUCqmW4lBwzI4yppnBVFZW4u3btzhx4sQn2+ibzWao1WoMDg5iYGAASqUSHh4ecHd3h1QqhVQqhZubG0QiEZycnL51a8VsNsNoNFqMhk6nw9TUFJRKJSYmJmAwGCAQCBAQEAA/Pz/4+PiAz+fb6uVblbq6OszMzGDv3r1US2FhYTxmsxnPnz+HVqtFbm7uJ7drzWYzVCqVxT5NT0/Dy8sL7u7ucHNz+8A+feo4X3dstFrte/ZpaWkJrq6u8PPzs9gnpmwzlZeXgyAIZGRkUC3FoWAdGRpAkiRu3ryJhISED/oKkCSJ8fFxDA4OYnBwEFqtFn5+fggODkZgYKBNPPuFhQWMjY1hdHQUIyMj0Gq1CA8PR0xMDO1b/RcVFVm0srCwrJ+lpSVcv1ka3akAAAZiSURBVH4dO3bsQEhIyHu/W97KHRgYwODgIAwGA/z9/REcHIyAgACbNKPUarUYGxvDyMgIRkZGYDAYEBkZiejoaNon0H711VdIS0tDcHAw1VIcCma4sQ4OQRBIS0tDWVkZwsPDwefzodPp0NzcjI6ODnA4HAQFBSE9PR3+/v42X30IBAKEhoZaqgKmpqbQ3t6Oe/fuwc3NDdHR0RaddMJoNGJiYgI7d+6kWgoLi8Pg5OSElJQUVFdXIygoCARBYH5+Hk1NTejq6gKfz0dQUBCysrLg6+sLLpdrUz0ikQjh4eEIDw+H2WzGxMQE2tvbUVBQAA8PD8TExCA0NJR2URqtVou5uTlGj32hK2xEhiaYzWYUFRVBLpfDbDajs7MTfn5+SExMhEKhoMXkZoPBgN7eXrS3t0OtViM8PByJiYm0SQx++/YtXr58ic8++4ytWGJhsSIkSeLWrVsICQmBVqtFb28vgoKCkJiYCE9PT1p83/R6Pbq7u9He3g6dTofIyEgkJCTQpvqyu7sbLS0tOH78ONVSHA7WkaERk5OTqKiogEgkQlJSEjw8PKiW9K0olUq0tbWhp6cHUVFRSElJsSQWU0VNTQ00Gg12795NqQ4WFkdkeHgYtbW1kMlk2LRpE20WMN9kOUrT0tKCwcFBJCQkICkpifII8suXL8Hn85Genk6pDkeEdWRohtlspsXqZqXMzMygqqoKY2NjSElJQXx8PGXRo5KSEnh4eDBqwjgLC5Ngmn1SKpWorKzEzMwMUlNTKe0vVVRUhMjISEZP7KYr1O9XsLwHk4wEALi7u+PAgQPIyclBR0cH8vPzMTExQYmW+fl52oSRWVgcEabZJ09PT+Tl5SErKwsNDQ24e/cupqenKdHC2ifbQa9sKBbG4uvri5MnT6KpqQn3799HdHQ00tPTrRqdMZvNWFhYgFartfzodDpwuVw4OztjdnaWNRQsLCzvweFwEBwcDD8/P9TX16OgoABJSUnYvHmzVR2z5RlQX7dPCwsL4HK54PP50Gg0rH2yEezWEovVmZ2dRUlJiaU76FpzZ0iSxOTkJIaGhjA8PIzp6WmYzWa4uLhAJBJBKBRCKBSCJEksLi5CKpViy5YttKtWYGFhoQ8qlQpPnjyBTCbDrl271pw7Q5IkxsbGMDw8jOHhYajVapjNZggEgvfsk9FoxOLiIry8vJCcnEyLwg1Hg3VkWGzC0tISXrx4gcnJSeTk5KyqpfjMzAy6urrQ09MDo9GIgIAABAYGwsvLC0KhkHVUWFhY1oVer8fTp0+h0+mQk5MDV1fXFT93amrKYp8IgrDYJw8PDwiFQpuXn7N8COvIsNgMs9mMhoYGvHnzBjt37vzOabVarRbV1dXo6+tDcHAwIiIi4O/vz65gWFhYrA5JkqisrER3dzf27t37nfOk5ubmLF3YQ0NDERkZCR8fH8blDTkirCPDYnMGBgbw7NkzJCQkICUl5YMvvtFoRHNzMxobGxEQEID09HSIxWKK1LKwsGwkOjs78erVK2zduhVxcXEf2KelpSU0NDSgubkZERERSE1NpbzVBMv7sI4Mi12Ynp5GcXExfH19kZWVZTEWAwMDqKioAJ/PR0ZGBtv1koWFxe5MTEzg8ePHiIqKwtatWwG8iyj39PSgqqoKrq6uyMjIoHVvr40M68iw2A2tVou7d+8iKCgIaWlpqKmpQUdHB9LS0hAVFcVuIbGwsFCGWq1GUVER4uPjkZiYiPLycgwNDSEjIwOhoaHsFhKNYR0ZFrsyNzeHoqIiODs7w2QyIScnh7YdQllYWDYWKpUKRUVFlqKCnJwciEQiqmWxfAesI8Nid9RqNSYnJxEYGGiT6bgsLCwsa2VqagrT09MICQmBk5MT1XJYVgDryLCwsLCwsLAwFjYpgYWFhYWFhYWxsI4MCwsLCwsLC2NhHRkWFhYWFhYWxsI6MiwsLCwsLCyMhXVkWFhYWFhYWBgL68iwsLCwsLCwMBbWkWFhYWFhYWFhLKwjw8LCwsLCwsJYWEeGhYWFhYWFhbGwjgwLCwsLCwsLY2EdGRYWFhYWFhbGwjoyLCwsLCwsLIyFdWRYWFhYWFhYGAvryLCwsLCwsLAwFtaRYWFhYWFhYWEsrCPDwsLCwsLCwlhYR4aFhYWFhYWFsbCODAsLCwsLCwtjYR0ZFhYWFhYWFsby/wN5UpaJe/FszAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# colors help to identify points: blue, green, yellow, orange, purple\n", "C = np.array([[66, 135, 245], [66, 245, 149], [245, 212, 66], [245, 129, 66], [173, 66, 245]])\n", "\n", "midx = [(0,0), (1,0), (2,0), (0,1), (1,1), (2,1)] # multi index helper\n", "\n", "fig, axes = plt.subplots(3, 2, sharex=True, sharey=True, dpi=100, figsize=(7, 12))\n", "for i, ps in enumerate(steps):\n", " edges, _ = convert_edges_to_arcs(T, ec=\"0.6\", lw=0.8)\n", " for edge in edges:\n", " axes[midx[i]].add_artist(edge)\n", " k = list(ps.verticesP[:-1])\n", " axes[midx[i]].scatter(np.array(k).real, np.array(k).imag, ec=\"k\", lw=0.6, s=150, c=C/255.0, alpha=1, zorder=3)\n", " k = k + [k[0]]\n", " for j in range(len(k)-1):\n", " arc = geodesic_arc(k[j], k[j+1], ec=\"k\", lw=1.0)\n", " axes[midx[i]].add_artist(arc)\n", " axes[midx[i]].axis(\"off\")\n", " axes[midx[i]].set_aspect('equal')\n", " axes[midx[i]].set_xlim(-0.9, 0.9); axes[midx[i]].set_ylim(-0.9, 0.9)\n", " axes[midx[i]].set_title(titles[i])" ] }, { "cell_type": "markdown", "id": "ebf53d40", "metadata": {}, "source": [ "## Weierstraß (hyperboloid) representation" ] }, { "cell_type": "markdown", "id": "f5dac086-5a46-4871-997c-db6be1ac465d", "metadata": {}, "source": [ "Analogous transformations can be performed in the hyperboloid representation. This is used in the Dunham algorithm, also implemented in hypertiling." ] }, { "cell_type": "code", "execution_count": 163, "id": "66f903d5-5e3a-42bd-a5b3-7d74880425ec", "metadata": {}, "outputs": [], "source": [ "from hypertiling.representations import w2p_xyt, p2w_xyt\n", "from scipy.stats import circmean" ] }, { "cell_type": "code", "execution_count": 164, "id": "8bb0c024", "metadata": {}, "outputs": [], "source": [ "p, q = 5, 4 \n", "T = HyperbolicTiling(p, q, 2)" ] }, { "cell_type": "markdown", "id": "840b4dae-edfa-4c38-82bf-3ce4e150ce51", "metadata": {}, "source": [ "We gonna need this particular reflection matrix" ] }, { "cell_type": "code", "execution_count": 165, "id": "cb1459b6", "metadata": {}, "outputs": [], "source": [ "b = np.arccosh(np.cos(np.pi / q) / np.sin(np.pi / p))\n", "\n", "ReflectPgonEdge = np.array([[-np.cosh(2 * b), 0, np.sinh(2 * b)],\n", " [0, 1, 0],\n", " [-np.sinh(2 * b), 0, np.cosh(2 * b)]])" ] }, { "cell_type": "markdown", "id": "f9a5ae33-84f1-45ce-a1db-372bcc1ef476", "metadata": {}, "source": [ "Define a number of helpers" ] }, { "cell_type": "code", "execution_count": 166, "id": "61286f76-6961-4a46-af53-62e5c63a7b74", "metadata": {}, "outputs": [], "source": [ "def p2w(zs):\n", " # Poincare to Weierstrass\n", " return [p2w_xyt(x) for x in zs]\n", "\n", "\n", "def w2p(xyts):\n", " # Weierstrass to Poincare\n", " return [w2p_xyt(z) for z in xyts]\n", "\n", "\n", "def trafoW(xyts, trafo):\n", " # Apply Weierstrass transformation matrix\n", " return [trafo@k for k in xyts]\n", "\n", "\n", "def rotationW(phi):\n", " # return Weierstrass rotation matrix\n", " return np.array([[np.cos(phi), -np.sin(phi), 0], [np.sin(phi), np.cos(phi), 0], [0, 0, 1]])" ] }, { "cell_type": "markdown", "id": "73509c8e-0038-4408-8de7-04e1be9d5869", "metadata": {}, "source": [ "Extract fundamental polygon and convert to Weierstrass representation" ] }, { "cell_type": "code", "execution_count": 167, "id": "b3132607-0b8f-41f4-87ea-be73edac1fe8", "metadata": {}, "outputs": [], "source": [ "fund = p2w(T.get_vertices(0))" ] }, { "cell_type": "markdown", "id": "c1261738-9690-4e50-9e7f-5908b88ba395", "metadata": {}, "source": [ "Build reflection transformation" ] }, { "cell_type": "code", "execution_count": 168, "id": "589728c7-f5c7-40e0-8e08-8dc2300c4d38", "metadata": {}, "outputs": [], "source": [ "# select edge\n", "i = 4\n", "j = int((i+1) % p)\n", "\n", "# calculate angle of mean point of this edge\n", "phi1 = np.angle(complex(fund[i][0], fund[i][1]))\n", "phi2 = np.angle(complex(fund[j][0], fund[j][1]))\n", "phi = circmean([phi1,phi2])" ] }, { "cell_type": "code", "execution_count": 169, "id": "fa241640-c934-4384-94a6-fd8786273ff5", "metadata": {}, "outputs": [], "source": [ "# perform a series of transformation\n", "# goal: reflect fundamental poly across selected edge\n", "titles = []\n", "\n", "titles.append(\"step 1 \\n fundamental polygon\")\n", "step1 = fund\n", "\n", "titles.append(\"step 2 \\n rotate such that edge is parallel to y-axis\")\n", "step2 = trafoW(step1, rotationW(phi))\n", "\n", "titles.append(\"step 3 \\n reflect on this edge\")\n", "step3 = trafoW(step2, ReflectPgonEdge)\n", "\n", "titles.append(\"step 4 \\n rotate back\")\n", "step4 = trafoW(step3, rotationW(-phi))" ] }, { "cell_type": "markdown", "id": "db220116-c020-4aad-9735-f20c34407809", "metadata": {}, "source": [ "Visualize sequence of steps" ] }, { "cell_type": "code", "execution_count": 170, "id": "82354dd2", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# select which steps are to be plotted\n", "steps = [step1, step2, step3, step4]\n", "\n", "# colors help to identify points: blue, green, yellow, orange, purple\n", "C = np.array([[66, 135, 245], [66, 245, 149], [245, 212, 66], [245, 129, 66], [173, 66, 245]])\n", "\n", "midx = [(0,0), (0,1), (1,0), (1,1)] # multi index helper\n", "\n", "fig, axes = plt.subplots(2, 2, sharex=True, sharey=True, dpi=100, figsize=(8, 8))\n", "for i, ps in enumerate(steps):\n", " k = w2p(ps) # transform back to Poincare\n", " for j in range(len(T)):\n", " vs = T.get_vertices(j)\n", " vs = np.append(vs, vs[0])\n", " axes[midx[i]].plot(vs.real, vs.imag, c=\"0.75\", lw=0.7, zorder=1)\n", " axes[midx[i]].scatter(np.array(k).real, np.array(k).imag, ec=\"k\", lw=0.6, s=200, c=C/255.0, alpha=1, zorder=3)\n", " axes[midx[i]].plot(np.array(k+[k[0]]).real, np.array(k+[k[0]]).imag, c=\"k\", lw=1, zorder=2)\n", " axes[midx[i]].axis(\"off\")\n", " axes[midx[i]].set_aspect('equal')\n", " axes[midx[i]].set_xlim(-1, 1); axes[midx[i]].set_ylim(-1, 1)\n", " axes[midx[i]].set_title(titles[i])" ] } ], "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": "3.9.15" } }, "nbformat": 4, "nbformat_minor": 5 }