diff --git a/docs/refinement_tree.ipynb b/docs/refinement_tree.ipynb new file mode 100644 index 0000000..86e1e29 --- /dev/null +++ b/docs/refinement_tree.ipynb @@ -0,0 +1,270 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from tucan.io import graph_from_file\n", + "from tucan.canonicalization import get_lexicographically_largest_partitioning, filter_out_automorphisms, partition_molecule_by_attribute, refine_partitions, get_refinement_tree_node_children, get_discrete_partitionings\n", + "from tucan.visualization import draw_molecules\n", + "from tucan.graph_attributes import PARTITION, INVARIANT_CODE\n", + "import networkx as nx\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "m_name = \"benzene\"\n", + "m = graph_from_file(f\"../tests/molfiles/{m_name}/{m_name}.mol\")\n", + "m_partitioned_by_invariants = partition_molecule_by_attribute(m, INVARIANT_CODE)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "At this point, all node attributes that are included in `INVARIANT_CODE` are encoded in the node's `PARTITION` attribute.\n", + "That is, in the subsequent canonicalization steps, all node attributes other than `PARTITION` can be disregarded." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "m_refined = list(refine_partitions(m_partitioned_by_invariants))[-1]\n", + "draw_molecules([m_refined], [\"\"], highlight=PARTITION)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Build refinement tree with BFS.\n", + "See https://doi.org/10.1016/j.jsc.2013.09.003 and https://pallini.di.uniroma1.it/SearchTree.html.\n", + "\n", + "Side note: Both atoms and vertices on the refinement tree are called \"nodes\" atm.\n", + "Call node on the refinement tree \"refinement-tree-node\" to avoid confusion.\n", + "\n", + "Once the partitions are maximally refined, we need to artificially refine them until they're discrete.\n", + "In order to artificially refine the partitions, we need to split them. See `get_refinement_tree_node_children`.\n", + "Below we show how to generate the nodes for one level of the refinement tree." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "12\n" + ] + }, + { + "data": { + "image/png": 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nHkl45v6EcgeHSiVJ6jWNPPK3c3X+fHqFmVZkXy2lr4Cg3Bjbl59Ot3Ie6S/za+N9HKgV0y8lSdJd79w5+MM/hB/+EIaGYNcuKKK3t9GA48dhYAC+/GX41V+F/v7unytJ0l0ui5HvzzX4s+kVLjUz9lTTwoJyp5o5l5oZ9/WV+PWxPh7oK5knIUm6J0zPR77xWs4bH0TKaWTbKCQFrA23ssj5qUCaRJ4+nPD5RxMG+5xbpesZvqt7xpV34ZV/C7NnYMO+2xOOu3gFFi7Alsfh6X8JA5uL/wxJku4WrSzyV6/k/OCdSCkprpD76c+4cK2o+8LjCZ99OCn8MyRJupucqbf4DxNLHF9usauaMnIbwnGvtnLONzIO1kr8sy0D7KwaYiRJWr/yGHk5n+blfKZ9sza1QkLtf/ozrlAnB54IG/h0Olb4Z0iSdDeZaGT8h8uLvL3YYlslZaxcfO06n+WcqWfsqqb8/uYBDvV5EFSStH7FGHnpaOSvXslYbsDOMQoPGMpjZGIGVprw1KGEX34moVq2dpUkrV/LM+2e4fM/avfyDmwpJlvhes0lmPkABrbCkX8O254o9vmSJN1tfnwi5+s/zJhbgh3jFF5XxhiZnIW5ZXhsf+AfPJfSX7V2lSStXwtZzn+6vMwP5uuMlBK2lZPCA4bqeeTkSouRUsJvbern00OVQp8vSdJd54034A/+AC5cgAMH2kG5RYoRLl+GiQl46in4F/8CRkeL/QxJku4i9Tzyv08u8e3ZBrUEdlZSkoJr12YeOVnPqCXw62N9fHGkagCvJGldO3s58qffy7gw1c5qGqgVP+/NLkYuz8KBbYFf/2zK+Ihzq7TK8F3dEybehJf/DSxNwfhhCMWf//xQ1oDJ92D8AfjUv4KhbbfvsyRJWiutLPL1H+b84N2cTSMw3H97i6ypucj8cuCFxwJffNwAXknS+nRypcX/Z2KR8/X2TZ23M7SvFSPvL2fsrib88y0D7KkZYiRJWn/yGHkxm+LlOMMgJUZC+bZ+3kJsMUODx8MGPpuOU7qdC9GSJK2Ri42MP7i0yPGVFodqJSq3ca02j5HjKy3GSin/bEs/9/ff3rlckqS1EGPke2/n/NXLObUKbN5we/dBF1ciF6fhyKHAV59LDeCVJK1LS1Pw0v8bLr0GY4ehVLt9nxUjTB+Dcj88+X+FHZ+6fZ8lSdJaevVYzp//MCNG2DbKbQ0+WG5Ezl+Bh/YFfv0zKQN91q6SpPVnPsv5DxNLvLzQYG81ZSC9fX1GMUbONtrz+G9t6uf5kept+yxJktbUK6/Av/23MD8P991X/I1s11tZgaNH4bHH4F/9Kxgfv32fJUnSGlnJI//xyhLfna2zs5IyXLq9Z2QuNjIW88ivjdb48saaAbySpHXp1KXIH383Y3o+smcztzU/qZVFTk3Ark2Bf/x8yuaNzq0SgCe/te5NHoVX/ldYnobx+29v8C5AWoFND7YDeF/+N7A0eXs/T5KkOy3LI//z5Xbw7pYNtz94F2BsOLBhIPLtNyJ/91aO90dIktab8/WMfz+xyIVGxuHbHLwLUAqBw30pZ+sZ//5yO/BXkqT1JMbIy/k0L8cZhu9A8C7AYCgxSoXX41VezKbJrV0lSevMZDPj3020g3cP993e4F2AJAQO1UpMt3L+v5eX+GCldVs/T5KktfDS0chfvZLTX7v9wbsAA7XAjjF49Vj7stVmy9pVkrS+rMzCy/8rXHwNxh+4vcG70M5uGD0ErRV45Q/g0hu39/MkSVoLb51sB+8GYPtYuO2BB32VwK7N8PapyH/7QcZKw9pVkrS+LOeR/3h5iZcWGuyvlW5r8C60Q/N3V9u9yX94ZYkfzjdu6+dJkrQm3nwT/uAPYHHx9gfvAtRq8MAD8MYb8G/+DVy9ens/T5KkO6yZR/7rlSW+M1tnd/X2B+8CbKukDKeBP51e4VuzDfMkJEnrzrkrkT/5u4yZedi75fYG7wKU0sC+re3P/aPvZkzPObdKYPiu1rmVq/Dav4PFKzB2+Pavk65KSu2g38tvwhv/G+SeA5UkrSOvHov84J3IphEY7Ltzt5psGAwM9UW++XrO0bMWdJKk9WP52g2gZ+o5h2olkjtUvKYhcF9fiZMrGf/lyhIrufOrJGn9OBEXeSmbYZASQ3cgeHfVQCixkQqvxRnei/N37HMlSbrdmnnkDyeXObrU4r6+EqU7VLuGEDhQS5loZvzHy0vMtfI78rmSJN0JJy9G/uqVjFoZxofv3L5rXzWwbRR+dDTnxXedWyVJ60fM4a0/hAsvt3t408qd+dwQYOMBaCzA6/8eFi/fmc+VJOlOuDQd+fqPcvIcto7eudq1Wg7sHIc3TkS+/UZuyIIkad2IMfL16WV+MN9kf7VE320OV7jezmoKAf7wyhKnvfhUkrSeXLkC//7ftwNwDx68c4ESlQrcfz+8+ir8l/8CuXuvkqT149tzdb49V2dXJWXwNl8ac73N5ZSBJPDHU0u8t2ztKklaPxZXIn/2YsbkXGT3lnjbLzxdlSaBPVvgzOXIn/8oo5W57yoZvqt1K0Z4909g+hiM3YELyn5aWm430577AZz+zp39bEmSbpcrs+0m1mo5Mtx/hydXYGw4kOeBv3k1Z37Jgk6StD789cwKby81OVBLSe9w8ZqGwMFaiTeXmnzj6sod/WxJkm6XhdjixXyKGGDkDgbvrhoMJcok/Cib4mps3PHPlyTpdvi7+QavzDfZXytRvsO1axICB2oljq+0+PrMiiELkqR1YaUR+ZtXM5brsGnkzn/+QC0w3A/ffTPn/KRzqyRpfTj3Qzj1bdiwB0rVO/vZIcDYIZg9A2//7+0gYEmSel0ra9euMwuR7WN3/vNrlcCmYfjhezkfXLB2lSStD+8tt/jG1TpbyoH+9M6fydldSZluRf50aoVG7vwqSVoH8hz+6I/g1Ck4dOjOB0pUq7B3L3znO/CDH9zZz5Yk6TY5U2/x59MrDKcJw6U7H022rZKyksOfTC2zkLnxKknqfTFGvvtmzumJyO5N7TMyd1IpbV98+u7pyEtHXReWDN/VunXxFTjxDRjeBUlpbcZQGYRyP7z7xzB/YW3GIElSUVabaKfmIls2rt04to9Fzl2J/O2Pc0MWJEk979hyi7++WmdTOaGa3PkmWoBqEhgtJfzPmTofrHgbqCSpt8UY+VE2xUS+whbucLrCdcapMBObvJhNkVu7SpJ63Pl6xp9PrzCYrs0BUIByCGwvp3x7ts6bS9aukqTe9723cj64GNk5DuFOHwC9ZnwY5pfhr1/JaDStXSVJvW1pCt75PyAkUNuwNmMICWzYB2f+Ds58b23GIElSkV46GnnndGTH2NrVrhsGA81W4G9ezVlcsXaVJPW2hSznT6aWqUcYL6drMoYQAvtqKa8vNvj2bH1NxiBJUqF+8IN28O3evZCuzfzKyAiUSu0Q4CtX1mYMkiQVpJFH/mRyhZlWZFt57WLJ9lZTji63+J8zK+ZJSJJ63vELkR++lzM+3A7CXQu1SmCgBt/5cc7FaedW3dsM39W61FqBt/8PiDn0ja7tWEZ2w/xFePdPwXpOktTL3j4defsU7Bi787eoXK+UBjZvgJffzzlx0clVktS7shj5b1PLLOQ5m9bgBtDrbSknzGU5/31q2YBASVJPOxuXeTefZzxU17R2DSGwKVQ5Fhf4IC6s2TgkSepWjJE/m17mcjNjR2Vta9fRckIrwn+bWqaeW7tKknrX+cnID97NGR2Ccmlta9ed43D0XOT1D5xbJUm97f3/ATMnYeP+tR1HdRjSCrz7R7Ayu7ZjkSSpG9Pzke++mTNQax/EXEs7xyOnJiI/ei9f03FIktStv52tc3S5xd7qGgUDXtOXBEZKCX8xs8JEI1vTsUiS1JX5efjjP26H7o6MrO1Y9u6F06fhz/5sbcchSVKXXpxv8MZSg321dM0uZQOoJIEt5YRvztY5Wbd2lST1rmYr8s3XcpqtwIbBtd133bwBZhYi334jM9xe9zTDd7UuXXodrp6AjfvWeiQQEhjaARdfgfkLaz0aSZI6k+eR147lhAB91bUt5gCGBwL1Jvz4hMWcJKl3HVtu8f5yi12Vtd2IhHbIwq5qynvLLY6vuBkpSepdR/N5WuQMhNJaD4W+kBKBd/N5NyMlST3rXCPjraUm2++C2hVgdzXlVD3j7aXmWg9FkqSOvXUqZ2EZNg6u9UigWg5Uy/DKsZxWZu0qSepNS1Nw9vswuAWStc0vAmBkN8yeg4uvrvVIJEnq3DunI9PzkU0b1nokUEoDQ33w2vHIct3aVZLUm5ayyPfmG4ykCZVk7fddt5UTJls5ryw01nookiR17tVX24G3e/eu9UjaAcBbtsCLL8KVK2s9GkmSOtKKkb+bq1MJgb67oHYdKyXMZ5GX5q1dJUm968TFyNkrsG107fc5Qwhs2QDHzkUuTq/1aKS1s/anz6WCxQinvwskkFY6e8bc8jRvnPpbLs6cYKW5RK3cz46xQzy+9wUGqsO3/Ly+UZg7B+d/BMO/1tmYJElaS+cm4dREZHwYoLPF0sX5aY6++R0mL52kUV+iUu1n8/aDHH708/T13/r8OjoE757N+fxcwujw2i/gSpJ0q3600KAeYSDt/G6kpZlpTrz4PabPnKK5vES5r5/xfQfY/+xnqQ3d2vw6mCacqWe8PN/gvj6XjCRJvWcmNjgZFxgJ5Y6fMT89wzvfeZGJk2eoLy1T7e9j28F9PPT5Z+kfHrrl522kzPm4xGXqbKHW8bgkSVorryw0mcsiOyudr8EWWbtWk0Ak8uJ8gycGyndFILAkSbdiYTnyxonIyAAdz2NF77tuGobzk5ETFyP37XRulST1ngsvw9IV2Pxw588osm84KUGpCqf/FvY8f3cEAkuSdCsazchrx3MGqpDcJbXr2DCcuRw5ei7y+AFrV0lS73lrqcnFes7+WudFYpH7riEERtKE7883+OKGGrW7IFRJkqRbkufwne9ApQKlzs6/TC8v87enTnFiZoalZpP+cplDY2O8sHcvw9XqrT9w0yZ46y14+WX48pc7GpMkSWvp6HKLkysZ2yt3T+06Vkp4aaHJL23M2VDq/ByuJElrIcbI6x/kxBiplu+OfdfBPpi4Cm+fytk+ZlOT7k3+VKl15+pJuPwWDG3r7P3TC5f4s5f/LR9MvMFSY548Ziw15jl28VX+/JU/YGHl6i0/MwTo2winvwPNpc7GJUnSWnrrVM5KAwZqnRVzs9OX+Nu/+APOnfwxK8vz5HnGyvI8Zz54je/+5b9jaeHqLT9zZADmFuGdM2t/u4skSbfqSjPj1YUmmzpcKAWYvzzBD//Tf+Diu29SX2zPr/XFec6/9To/+s//P5Znr97yM8fLCS8tNJhu5h2PS5KktfJBvsBCzBjs8N7BmUuX+es/+E+c+vG7LM8vkmc5y/OLnHjtLf7m3/1nFq/O3vIz+0hZiTnHs4WOxiRJ0lpayHJenG+wIU06Dge8HbXrlnLK20tNzjWyjsYkSdJaeu9sZGYuMnrr97sAt2fftVoJ5Dn8+IT7rpKk3pM12yG35QEIHXbF346+4aEdMPU+TL7b2ZgkSVpLxy5ELs3A2Ehn778dtWspDZTSwGvHc/Lc+lWS1FtijHx/rkESoNJhyO3t2XdNON/IeXOx2dGYJElaU0ePwnvvwY4dHb390sIC//bll3ljYoL5RoMsRuYbDV69eJE/eOUVrq6s3PpDkwQGB+Hb34ZGo6NxSZK0ln4036AZI/3p3VO7bionXGlmvGbtKknqQVeuwrHzd1fPcAiBkX5440Rkcdl9V92bDN/VujP5HjTmodpho88Pj/0FzawOwMGtT/CLj/4uh7c/BcBSY54Xj329o+cOboX5CzB9vLNxSZK0VpqtyDunIyMDnT/jrVf+klazPb/u3v84n/7C77Dn0JMArCzP8+bLf3HLz0xCoK8C75xu3/IiSVIvObbc4morZ6yL2zaPfuuvaTXa8+v2hx7jiV/7TXY++gQA9cV5jn7zr275meOlhJlWzrGVVsfjkiRpLcQYOR4X6Atpx+GAr/3lt2jW282u+x5/iOd/59c48OSjACzPL/LqX3zzlp8ZQmAwlPggLpBZu0qSesyJlYzLzZzNlburdh1JA/NZ5P1la1dJUu85ejanVIK0w4CF27HvCrBxEI5fyG2klST1nNnTcPV0u0e3U7ejb7gyAK0VuGL4riSpB528GIl5pFK6y2rXoci5K5HJuY7eLknSmrnczPlgpcXm8t2171pJAsTIO0sGGEmSetC778LycjvstgN/cewY9ax98fcTW7fyu48+ylPbtwMw32jw9WPHOhvXtm1w9iycPNnZ+yVJWiMLWftylrG7rHZNQ6ASAm8YvitJ6kGnJiKLyzDc39n7b9++K0zPR85csWdY9ybDd7XuXD0FSRk6yVdoZg0uz54BIAkpz973q+wYPcgzh36ZUloB4PzUMRZWZm/52WkF8qwdwCtJUi+ZmoPFlchArbP3t5oNpq6cBSBJUh791K+weftBHnnqy6Sl9vw6ceE4S4u3Pr8O1GB6LrLUwUWikiStpYuNdpNO0mE4YKvR4OqFj+bXB7709xnfd4DDX/wlSuX2/Dp56gNW5m5tfk1CIBI+HJ8kSb1iiYz52KKftKP3NxsNJs+2F2+TNOHJX/kS2w7u48iXv0ipUgbg4vFTLM7e+knOPlKWyJjFZh9JUm+51MjII5Tvsto1hEApBM7VrV0lSb2l2YpcnOKu3XddWsEAI0lSz5m/0A65LXd4SOV29g2X+2H6eGfjkiRprcQYOXM50lft7P23tXatwnIDpuY8BCpJ6i2XmjkLeWQovbv2XQEG04ST9YzopeKSpF5z/DjUOtt4bWQZZ2bb82YaAr96330cHB3llw8dopK2+5CPTU0xu9LBodVaDep1uGCghCSpt0xcq12H086iyG5n7TpcCpyrt1jJrV0lSb1lYiYSkvYZmFt1O/ddS2kgRpi89bdK64Lhu1pXYt5uVK0Odfb+ZqtOpF1sJUlKmrQXSJOQkCal9mcQuTJ3rqPnJwlc69GVJKlnTM1F6g2oVTp7f6tZh2uNOCFJSa5tQCZJQpq251diZGby1ufX/hos1uGKh0AlST3mxEpGX9JZEy1A1qh/2OiapD85vyala/VrjMxevPWGnVoCJ1cMMJIk9ZaZ2GAlZtQ63PZo1Rs/Mbem19eu182t0+cu3vKzqyTUybgaGx2NTZKktXKmkdHh+U/g9tauA0ngRL3lIVBJUk+ZmoPFeqS/4wCj27fvWi5BM4PJWedWSVJvmTsHIbR/deJ29g1XBmHubDscWJKkXjG3BFcX7s7aNUk8BCpJ6k0TjYwY2+F+nbid+66DaWC6mTPdcm1YktRD6nU4cwaGOguUqLdarM58aZKQJu3e4yQEStf+OQLn5jo4tLq6YH3+fEdjkyRprVxqZNRzqHa473q7e4YXsshEwzOvkqTeEWPk7JVI312Y1QRQSuDCVN7Z4KQeZ/iu1pXFK7Bytd2w2olaZYBKqX3LWStrcPTCy7SyJscvvU69ufTR59Q769apDMLUsXZIsCRJveLKbHuzMOmw0adSG6Bcbs+vWavBqWMv02o1OfPB6zTqH82vyx3cplJOoZXBlIdAJUk9ZDHLudjIGOwiwajcP0C5eq1+bTY498arZM0mF97+MY3lj+bXlflbb/YZTAPnG94EKknqLVdpkoVIKXS27VEd6KdSa58gbTWaHH/5DVrNJidff5v60vKHr1ucnb/lZyehfQh0JjY7GpskSWshi5GTK627unadaUYPgUqSesrkbGSli0tPb+e+awiBAFy+6twqSeot08eh1Nf5+29n33BlCOrzMH/rd7pJkrRmpuYiS3U6Dt+9nbUreAhUktSbztS7u/T0du67DqSBhTznUtMAI0lSD7l0CebmOg7fHahUqF0LAWxkGS9fuEAzy3j90iWWmh/1+s7W652Nb2AA3n+/s/dKkrRGLjUyApHQYZ7E7axd+5PAch6ZaLo2LEnqHauXng7cpfuu/VW4MAWtzL5h3XtKaz0AqUgrV6G5DINbO3t/EhIe3PlpXj/1bQB+8P7/4Afv/4+feV2Wtzp6fqkP6nPtMVYGOhujJEl32uxCJOmi0SdJEvbf/wxH3/xbAH78o6/z4x99/Wdel+e33qzTPgQamV++8WslSbpbzGWRlTwyVu78TqQkSdh15GlO/OC7ALz7jb/k3W/85c+8Lmvdev3alwSutiJzWU4tSTseoyRJd9JibBEi0GH9miQJh545wtt/+wMAXvn6N3jl69/4mdflWWdrwwFYiJ29V5KktbCURxazSK3DJlq4/bXrVCtnNsu7qq8lSbqTFlba9WGnl57ezn1XgHIJpudtopUk9Y4YYfEylPs7f8bt7Bsu90Frud3bLElSr1hYhiyHcunurF2rZZi+9WwGSZLW1OVmTq2LQzm3c9+1HAIxBua89FSS1EtmZ2FlBfo6u5ktCYFP79zJt0+dAuB/vP8+/+NjwnJbeYcBf319MDUFrRaUjHORJPWGy82cyl1au7bzJAKzmeG7kqTesbgC9SaMdNjXdNv3XSuw3Igs12Goi94rqRd5Ck3rSt6CmEPo4t/sx/Z8nkd2f45SUv7wawPVEcaHdnz450qp1tGzk7Q9vg6zeyVJWhONDJIuf2q875HnOfTQZ0nTj+bXvv5hNoxt//DP5XJn17VE2o2+kiT1iixCDiSdpgNes//Tn2Xfp54jLX00v9aGhhnZet38Wr31+TUB8hixj1aS1Evya7+68dDzn+aBz36KUvmjRtf+4SFGt39021sncyu0m32aXY9QkqQ7pxUhj3R1MRvcvto10B6ftaskqZe0Outv/Qm3c981CdC0p0mS1EOK6BmG29c3vDoue4YlSb3krq9dE2gWMEZJku6kRoykXT7jdu27AkQirejGqySph7RakHV36PXze/bwud27KV/3jJFqlR1DQx/+udZpcG6SQJ63xylJUo9o5N2HkN3O2pXgeVdJUm9pZe2Lxbvpa7qd+64htEtX85p0L/KqJK0vBRRKIQSe3P8LPLbneU5fPM4Hx07w/JFf4Nvv/tcPX7NxYHN3H2JBJ0m6x4QQeODxL3Lo4c/x6kvfp1Lt49HHn+LFb/7HD18ztKHz+TXa6CNJ6iGxoKIwhMDBz77A5ocf56XvfZdHHn2U8R27eO2P/8uHrxkY39ThGNsLupIk9YpI7DLWvj23PvrFz/Lg557h9ZdeIcsynv7Ms3znP/7xh68Z2Tze2bO7HJskSWuliPn14GdfYMcTT/P9b3+Tw/c/yPZ9+7quXQPXalc3XiVJ95jr913ffed15uYWePa5zxe371rEICVJulMKmrhW+4Yf3f05vvHdv2T/3gMc3PsAf/XG//bha7rqG3aClST1mCLWhVdr1w/ef5uLExM8//lfLLBnuMsBSpJ0hxUxda3uu+575jN8/1vfZMu2bRx86OFCeoaLGqMkSXdMAYVhCIFf2L+f5/fs4ei5c5w+cYK/9/TT/Oe33vrwNZsHBjp9eDvByAJWktRDiq5dX/redxkaGuaBJ44UU7tGp1ZJUu/pduq6ft/14vmTvH/sOJ9+7gXe+P4fffiaTvddV/eEnV91L+r20gnprpKU2knvsYA09VJaZmP/FiphgKm5C0xcPQVAtdzPpuGdHT0z5u3xJeUbv1aSpLtFOS1mbgUolcrUBkYpVweZm7nE5OXTAFSq/Wwc72x+DUApNcZIktQ70hBIgLygVtW0XCYdGKI6vJGFyxPMnDsDQKWvn5FtO275eTmQBig5vUqSekhaYLxtqVxmcHQD5cF+rl66zOXT5wCo9vcxtnNbR8/MgZIRvJKkHpICSYCsoOeVKpVrtetIcbUrUA7Or5Kk3pEW2KlXKpUZGBonLfUXtu8aI5RLxY1RkqTbrcieYYByqUJfMsJAZQPTC5e67htePZxiz7AkqZekaXHhe6VSmcGRzSRpcbVrbu0qSepB5dDe3yxCWi5THh6hNDhUyL4rQCDYMyxJ6i2lEiRJIQlB5TRlS38/AyFwYW6OU1evAtBfLrNzeLizh2ZZe3xlF4clSb2jmhRbu1ZGNpIWWLsClE1JkyT1kDRpn8kpIty2VCozvHEraWmA2amLhe27JqG9Pyzda2w50LpSGYK0Aq16+/dOnJ16n2MXX2P3+GGaK5Gzs29x+q3vEkN7Fnt412dIk87+02mtQGUQSrXOxiZJ0loY6oOsy2Lu0vn3OfvB62zZcR+zMxdZnp/izDsXP6wSDz74LGna2fwagb4O531JktbCYBKoJIF6DoNdLEheOXGMC2/9mKEdu1iauMjZ137E5DtvEq/Nr3ue+jRp6dbn13oOlRAYMNxektRDaqH7Xb4L75/g5Otvsf2+A0xPXuHK2fOcnvzBh3Pr/c8+1dHcChBjZKDDdWVJktZCXxKoJYGVvLvF4dXadXTvAZYmLnK+ucLVY+8WULtGKgn0J9aukqTe0V9t723GGAkdBsj/xL7r9BwXz7zHzNnvFLLv2shgpN+5VZLUO0IC1RGYP9/dc67vG766cpGjF6eZOPk+ke76hlsrkFbbfcOSJPWK/iqEAK0sUuqwd+j62nVuYZmJc2/yg4kXi6ldmzDU39FbJUlaM6OlhNMr3V17urrvuunAIRYvX+LSxHnOnD/T9b5rFiMEGCjy9jhJkm63wUGoVmFlBfo7KxLfn5ritYsXOTw+TnNxkbdmZ/n+m29+eCHNZ3btopR0OD/W67BliwlGkqSesrGU0CyoZ3jTgUMsXrrA/OICly5f6Lp2bb8/2DMsSeopfdX2paKNJlQ7vJvl+n3XLE+5cv5trp7/LgkF7Lu2oFIK5jXpnuRJb60rA5uhNgKNeagOdfaMGHPOTL7Lmcl3qdfrXJy5yPa+7VQqFfZueoiHdj3b8fgaC7DlMUhcK5Uk9ZDxkfZCZDeHQGOec/Hse1w8+x6XL18hjzlbt2wBYPvuB9l/f2fzayuLpAmMj3T0dkmS1sRQGhgvJ1xsZIzRebNqzCOXjx/lwntvc/7cOVpbttLX177tZct9D7D7yU919NyFLGdvrcSgjbSSpB6ygTKB9oGQtIva9dx7xzn33nGmp6dZWV5m+472rdq7HryP+559srPnXjuksiF0uEsqSdIaKCeB3dWU1xaaXT1ntXadOPYe50+fpj4+zuBgO3Woq9o1jwyXEjaVrV0lSb1jbDhQKUG9CbUOm1Wv33ednZ1ldnaO3bt3Ad3tu0I7A2nzBg+pSJJ6y9ghmHq/u2dc3zd8ZuIMw8vDbNiwAaCrvuHGQjt4d2hbd+OTJOlOGhsO9Fdhud55yO31tevCwgKTk5Ps2bOHEELXtWuzBbs2uS4sSeote6olfjjf6OoZq/uul48f5cL5C9T6aoyOjgLd7bsuZpGBJLDFfVdJUi/Ztg2GhmB+vuPw3TxG3p2c5N3JSZaXl5mYmWHnwAClUomHNm3i2V27Oh/f4iIcOtS+3UaSpB6xrZKSd/mM62vXiYkJkpCwafMmoLvatR6hksDWimFNkqTesWEAhvsD80uxkH3XRqPBxQsX2LZtG9Vqtet916UVOLwLyiVrV917DN/VupKWYcNeOP8SdJi9y0j/OHs2Pcjk3HlazWnSpMz40E4e3fccB7Y81nHoIEDWgo37On67JElrYnwkUC13dwh0cHicbbsf4OrkedLSDCGPjG7axe4DT7Brf+fz61Id+qsfBQRLktQLQggcrJX4YKXV1XMGRsfYcuh+ps+fJUkukpbKbNi+ix2PPMa2Bx/pfH7NIwdqbkRKknrLhlChFlJWyBjocOtjaHyUXQ8cYur8JWbnZknKZcZ3bWf/E4+w97EHO55b6+RUSdgQvAZUktRbijgEulq7zl66QJKWSEqVQmrXxSzyUH+p49B9SZLWwvgIDNTae5xF7LvOLyySpKVC9l299FSS1KuGdwGxu2dc3zecJiVKaYXNI7u5b9uRrvqGG/Ow8UA7gFeSpF5RxCHQ62vX5eU6SVpm4/gu9h460lXtunrp6dhwZ+OSJGmtbK0kBAJ5jCQdzoM/se9aukxSUM/wQh4ZKQUvPZUk9Zb+ftixA44ehS1bOnrEeH8/D27axPm5OVqNBuUkYcfQEM/u2cNjW7Z0lSdBnsPu3Z2/X5KkNbClnFAOgUYeqSQF1K5TU4QkLaZ2zXIGvThGktRjkiSwYzzw6rHOG5uu33fN8lmStMzI6A7uf+S5rvZdoX3p6Y5x51bdmwzf1bqz8QCc+V7n7x/pH+cLD/0GAIuLi7z00ks88eATjIx0d7okzyAAg9u6eowkSXfc2HA74HZxpfNDoEMj4zz9uX8MwHtHj7K0uMSRI090PbbFFRgdCgx32OArSdJa2VZJyWP7UEinC5sDo2M8+pVfp9Vqwd/9HQ899BCbNm3qalwxRiB4C6gkqecMUWIwlFiMrY7Dd4fHR3nuH38FgJMnT3JpYoJnP/3prse2QkaNlA2Uu36WJEl30uoh0CzGjkNuV2tXgPid77D/wAF27tjR9diaMbKnaruDJKm31CqBTSOB0xOR0Q5vFb9+3/X8hQscP36czz7/fNdjW1zx0lNJUm8a2g5JGVp1KFU7e8b1fcMvhhfZvHkz+/fv73pszUUYO9j1YyRJuqOSJLBzU+DV9zt/xvW165XJSd5+622e/cxnKJe7W9NdbrT7mK1dJUm9Zms5pT+BxTwylHa/7zrw2mv09/Vx//33dz22hSzySH/ZS08lSb3n4EF47bWO3z7e389vPPQQAHNzc7z66qs8/fDDDAwMdDeuRgPSFLYZKCFJ6i3bKimDaWA+i4x1Eb67Wru+/fbbtLKMxx59tOuxLWSRfbUSg6kBgZKk3rJtNJDlnedJXL/vurJS58UXX+TRxx5ldOPGrsaV5+1LT8e99FT3KH+q1LozerDdQNtY7P5ZSdL+TyTP866ftXgZ+jfB6IGuHyVJ0h1VqwT2b0uYLWBuhfb8msfu59YYIwsrcHhX6O4mUUmS1sD+Wnszcjbr/LayVavzYBG160wrMpwG9hlgJEnqMUkI7GWAxZhdC5PvTkgSYgFzK8BCbLE79FMObslIknrLvmqJjaXAVKuYOTEpaH5dyHJqSWBfzdpVktR7Du1MWGlCXkDtmoSEmEe6fxLMLAR2bfbSU0lS79mwFwa3wuJEMc9LkqSQfddWHUIKo/cVMChJku6wvVval7K1Cuhr+vBMTgF9w9PzsHlDYNNI14+SJOmO2lJJ2FFNudIsbt+1kNo1RloxcrjPfVdJUg+67z4ol2FlpetHFXkmh4kJ2LIF9u3r/lmSJN1Bw2ngQK101/UMxxhZyCMP91u7SpJ6z85NgVoFlurdP6vILMSrizDcDzvGzWrSvcmT3lp3xu+Hsftg/nz3zypqwokRlq7AruegtqH7cUmSdKc9uj+QJFBvFHMItIhibmEZBmvw0B5/pJUk9Z6dlZSH+stMNLOun/VR7dr9PD3RynhkoMz2ivOrJKn3HEwHqYWEZYqZX4uoXesxIyVwKBnq+lmSJN1po+WEpwcrTBZ0CDQUNL9eauQcqpU4WEsLGJUkSXfWg7vbAbdFXHwaknbTa7cHVZqtSB4jjx9IvPRUktRzyn2w53lYnmn36nYrSZJCLnibvwAje2DLo92PSZKkO+3wrsD4cGB6vvtnJaGYMzl5HllpwJGDCaXU2lWS1FtKIfCZ4SoreSQr5GK2UMgFb1eaOVvKKY8NlLt+liRJd9zDD8PevXDhQtePKizAKEaYnobPfQ4GBroelyRJd1IIgWeHK0SgXsA51aJ6hqdbkY1pwpHBStfPkiTpTts5Dnu3Bibnut/f/KhnuPt5emYeHtqbsHHIfVfdm0xS0bqTpO1G2lYd8lZ3z1o9UNJtI21jHsoDsPPT3Y1HkqS1sn9bYMd44Mpc988KSSikmJucgwPbA1tHux+TJEl3WgiBTw9VgND1ZmQIgRACMXa3GbmSR1ICzwxVDFiQJPWkzVTZGfqZodn1s4o6pDJDky1JjR2hr+tnSZK0Fp4aqlBLAvNZ9w2wRcyvrRhpxsizwxUSa1dJUg8aHQ48sDspJsBo9RBol/Pr1Bxs3hA4tMO5VZLUm3Y8DX0bYXm6+2eFELo+BBrzdt/w3hegVO1+TJIk3WkDtcBjBwJzS92fpSnqEOjMAmwYhPt3W7tKknrTEwNlNpVTrhRw8WlIkq4vZYsxMt3K+dRQmeGSx8wlST2oUoHPfx4WFqDLeXF137Xri9lmZmDDBnjmme6eI0nSGnm4v8yOSsJEAbVrUWdyLjczHh8ss7WSdv0sSZLutCQJPHEgIcsiray7efHDS0+7zJNYrkcqZXh4r/uuune5K6J1aduTMLQd5s5195wibiqLEWbPwuaHYPRAd+ORJGmtlNLAkYMJ9QY0Wl0WdElSSDEXQuCx/YnhgJKknvVQf5k91ZRz9azrZxVxE+i5esbeasqDfaWuxyNJ0loIIXB/MgRAPXY3v7Yvjulubm3GnCY5DyTDpNaukqQedbCWcl9fiQuNrOsDJkkBh0DPNzK2VVIeHSh39RxJktbSI/sDlRLMLxfUSNvF/NrKIvPL8PiBQK1i7SpJ6k1DO2DbEZg/3+7Z7UZSwL7r/EXo3wTbn+puLJIkraWH9iQM9sHVhe6e89HFMZ3Pr3kemZ6HR/YljAxYu0qSetNIKeHpwTJTrZysgH3XbmvX6VZkKA08OVjp6jmSJK2pp5+GzZvhwoWuHrN6PrWr+TVGOH8eHnsMdu3qajySJK2VWhJ4bqjCfJbT7PJCtSJ6hudaOZUQ+JS1qySph923M7BlY2BiprvnJEkBtStwaQZ2bw7s2eK+q+5dhu9qXaqNwP1fg+YSNLpo9ikifHdxAqpDcP+vQfC/OElSD3vsQODA9sD5ye5u8UxCd40+eYycn4KH9sLhXRZzkqTeVU0CvzpaA+Bqq/ubtru5CXSmlZME+NXRGuXE+VWS1Lv2hQEOhEEmYr272jVJiDF2/IwYI5fiCntCP/eFoY7HIUnSWktC4Fc21uhLApNd1q7dXhyzkOXUc/iV0RpDqRuvkqTetX9r4PEDCZdm2gFCnVrta4pdPOP8VGD35sDT9zm3SpJ6Vwhw31dgYDPMnevuWd0GGLVWYHkaDv0KDG7pbiySJK2lraPwqcMJU/PQbHXXMwzdncm5NANbNgaefcDaVZLU235hQ5WdlZQz9e4uFU9C6KpnuJlHLjYynh+usreadjUWSZLW1Pg4fOUrMDMDy8sdP6aIPAnOn4fRUfja19qL1pIk9ajPjlQ5WCtxqsvatdue4SxGzjQynhmu8GB/qauxSJK0lvqqgecfTWhmgcWVztd1QwgQuusZnlmIVMvwwmMJqXkSuofZeaB1a+/nYeezMH0COr0ke/Wmsk4DFlp1WLwMh34Zxg93NgZJku4WtUrgS0+m9FVher7z57RvKuu8mJuYgbHhwJeOpJRSizlJUm87MlDmcyMVztUzsq7C7UPHm5GtGDl/rYn28YFyx2OQJOluUAoJn05HGQ5lpml0/JxuD4FepUl/SHk2GafirWySpB53f3+ZL22ocbmZ0+gyILDTQ6B5jJyuZzw9WObZoUrHY5Ak6W6QJIEvPpGwfTRwYarz54Rrja+d1q6zi5E0iXzpSMJAn/uukqTetmEP3P81qM9Cc6nz54QQuriUDaaOwbYjcPCXOh+DJEl3gxACn30kYd/WwLnJzmvGbi+OWVyJNFqBLzyeMDps7SpJ6m3j5ZSvjvXRijDXxcWn3V4cc6qecaivxC+P1j48PytJUs/6xV+Ep5+G48fbi7Qd6Dp8d3m5HQD8ta/B3r2dPUOSpLvEUJrw62N9lANMNbusXbs4L3umnrGrkvLV0RqJtaskqcc9uj/w6H64MAV5t2dyOqxdm63I1Bx8+oGE/ducW3Vv88S31q2kBA//Jgxtg5mTnT0jhEDoMMAo5jD9Pmx5FA79SmefL0nS3WbvlsBzDybMLMBKo7OCLiSdhwMuLEdWmvCFxxM2jVjMSZJ6XwiBr4z2sbeWcmIl6/ggZzvcvoPaNUZOrGTsr6X8qk20kqR1YixUeTrdyDI5S7Gz27Y/bKTt4Ga3esxYoMWRZCNbk1pHny9J0t3m722o8kB/iQ9WWh03w3Z6cUyMkVP1jK3llF8b6yO1dpUkrQMjA+0A3jwGZhe7PATaQe3aaEYuz8LThxPu2+ncKklaH/b9Amx/GqaPQ97Z0nBXh1TmzkLfKDzy21Cqdvb5kiTdTfqrgS8dSaiWI5NznfcMQ2cBRq0scmEaHjsQeGy/taskaX14erDMc8MVzjYymh2GLIQOe4YBLjczygF+fayPodTj5ZKkdaBSgd/6LRgbgzNnOnrEhxfHdNITlWXt4N+nn24HAUuStA481F/iCxuqXGxmrHRYu3baMwww08ppRfjqWB/j5bSjZ0iSdDdJk8CXnkjZsjFwfqrD+hNIQtJRz3CMkbNXYN/W9gWs5knoXufuiNa1oe3w6O9CSGC2s/XSjhppY4TJozC8Ex77J1Du6+yzJUm6Gz33UMKj+wNnr0C9eesF3Woxd6vvXFqJTMzAM4cTHj9gISdJWj82lBJ+e1M/g2ngVL2zAN7QUe0aOVnP2p8/3s9IyWUiSdL68WAY5uEwzCR1VjoI4F09BBpvsVGoEXMmqHM4DPFosuGWP1eSpLvVQJrwW+P9bK2kHO/w8phOD4Gea+SUQ+A3NvWxpWITrSRp/XhoT+C5hwJTczC/3Nm+K9x6gFGzFTl9BR7YHXjhMZtoJUnrR1qGx34PNh6EyXehg7MmHYfvzl+EVh0e/i3YuP/WP1eSpLvV/m2BLzyesLAcuLrQRe16ixNzlkdOTbQ//xePJCSJtaskaX1IQuDXxvp4oL/E+ystWh3su3YaYDTVzLnaivzqaI2H+ku3/H5Jku5ae/fCb/82NJtw4cItv311v/SW59c8h/feg3374Hd/tx0ELEnSOhBC4Jc31nhyoMLxlRaNDgJ4O+0ZnmvlXGxkfGlDlacHy7f8fkmS7lajw4EvfyqhXIJL0509IyS3vjYcY+TMlcDocOCXP5XSX3XfVTJVRevermfh8X8CeQuunm4H496KEMItHR6Nebtpd2ATPPkvYOO+WxywJEl3uVol8NVnUx7a0w7gXWnc2uSaJAlEbmlSXliOXJiGJ+9L+PtPJ5RSizlJ0vryYH+Z39vcTyUETnYQwJuEQH4rtWuMnFjJ6EsCv7e5n/v73YiUJK0vpZDwuXQTD4QhLlNn+RYDeDs5BFqPGZdY4WAY5AvpZirBLRhJ0vqyr1bi9zf3M1pKOLaS3VIdCtcCjG6xdj1db5HHyG9v6uOpQQ+oSJLWlyQJfOlIwqcfTLh8FeaWbm1u7eTimEazHV50aHvg1z6TMlBz31WStL4MbYen/yWM7IYr70B+i3ez3WrPMMDceajPtYN3933x1j5PkqS7XQiBzzyU8MJjgZnFwPR8Bz3D3Frt2soiJy/B7k2BX/9syoZBa1dJ0vqysZTwTzcPcLBW4ujyrYcY3eq+K8BkM2OylfPLG6t8eWPNS9kkSevPCy/A7/wOLC7CuXO39NYQAuFWw+2zDN55B3buhH/5L9u/S5K0jgymCb+/pZ/H+su8v9Ji5Q7UrldbOecaGb8wUuUfjvWRWLtKktaZB3Yn/OqnUwhwYSreep5EktzSvmseI6cvB4b64GufSdi12blVAsN3dY/Y+wU48s8hJDD5HmSNm39vkiQ3vVjaWITLb8PwDvjU/wM2PdDhgCVJussN9AX+4edSHt0fOD8F0/M3X9StHgLNb6KgizFy+Wrk8lX49AMJX3k2oVK2mJMkrU9PDlb4Z1sHGEwT3ltuUb+Fxc/kFm4CXckj7y23GC4l/C9bBnh8wOBdSdL6VAkJX0y38EgYYZI607Fx07Xr6iHQm1kbjjFyNTa4TJ37wxC/mG6hFtKuxi5J0t3q/v4y/3xrP5vL7dp1KbuF2vUWDqk08sixlRYlAv+XLQN8Zrja6ZAlSbqrldLAL38q4flHEqbnAxen400fPPmwdr3Ji2OuLkROX4YH9gT+8edTRgbcd5UkrU8b98Ez/xo2HoArb0N9/ubfeys9w3kLJo+2e5If/ydw36+C5z8lSetRkgS++HjCLx4JLK4Ezl2JN9UDDNf3DN/c/Dq/1A7e3b8t8BsvpGwacXKVJK1PWysp/7etAzzYX+LYSourrZsP+wu30DOcxciplRazWeRrozW+ZniRJGm9CgG+/GX4/d+HVgvee6/9+01KkuTmQ4/m5+Htt2HfPvjX/xoOHOhszJIk3eU2lBL++dYBnhqo8MFKi6nmzdeut9IzHGPkbD3jcjPnyxtr/PamfsqJtaskaX16/EDCV59LKZXg1AQ0W7dyJie56Z7hlUbkxEUYHYJ/9HzCwe3GjUqrSms9AOlOCAH2PA99o/Dmf4HJd2FwGwxsuvF7b6aRNkaYPQONBdj1LDz82+0AXkmS1rOBvsCvfzZly8ac77+dc3ICdo5HKqWfv5h5/SHQ9OfcBbHSiJyfhJEB+MqzKU8fDpRSF0olSevb4wNlhrcN8CeTy7y51GS0lLClnBBu0Ogabqp2jVxq5sy0ch4dKPMPx/rYW3NpSJK0vlVCwgvpJkbzCq/kM5yLy2yhRiX8/M3C1UOgN7oJtBlzJmKdWkh4NhnjiWTjDZ8tSVKvO9xX5l9tG+SPp5Z5bbHJYBLYUblx7ZokCVmW/dzXxBiZbOVcbubc31fi18f6uL/fS2MkSetbKQ38vacSxkci334j58TFyI6xSF/1BnNruLmLY1pZ5NxkoFyCFx5LeP7RhIGa+66SpPVtw1547v8Jb/1XOPs9WKq0v3aj5dubDd9dnobZszB6CB7+Tdh2xOBdSdL6liSBzz+aMDoU+eZr7dp162hksO/me4Z/niyPXJiCPMKzDyZ84fHES2MkSevelkrKv9g6yJ9NL/Pd2QZTzZw9tZTSTey73kztOp/lnKln7KikfHWsj2cGyzfc05UkqaeFAF/6EoyPwx/+YTsgd+dOGBu7ibfeREBgnsPp07CyAi+8AL/xG7B1azFjlyTpLrWhlPC/bO1nx0zCN6/WmWrl7KumNwzHTZIEYiTG+HNr0cUs51Q9Y3M55R+N9/G54QqptaskaZ17dH/CcH/gr1/J+OBiZHQosnGQmzqTczN5EpevwsIKPLQ38ItHUraOOrdK1zNhRfeUzQ/D5/5f8N5/hw/+JyxOwOBW6Bv75KbXnzfh5Fn7GYtX2s955Hdg3xcg8b8sSdI9olYJ/MITKQe2Jfz1qxknLkRqlcj4CFTLHz+53ugQ6HI9cmUWshwe2NMu5LaNWchJku4d+2sl/tX2Qb5xdYX/OVPnneUWm8sJY6WE5BOK1yRJyD/hlu08RqauBRdtSBN+a7yPL26oUfX2T0nSPaIUEo6kG9mZ9PGDbIqTcZFyTNhImWpIP/Y9Hx4C/YTatRFzZmjQIGdX0s+zyRjbk77b9j1IknS32VFN+ZdbB/juXIM/n1nh7eUWm0oJ4+XkE5teQ5KQN5sf+3cxRqZbkYlmxmAa+NpojV/aWGMgNdReknRvSJPA04cDe7cG/ubVjLdORdIAY8PxE4NyV2vXT7o4ptGKTM3CYh12b4ZffDLl4PZguIIk6Z4xsBme/r/D1sfgnT+CiTehf6zd7/tJfb4/r2c4RliZgfmLUKrC4a/AA78OtQ2373uQJOluEkLg0f2B3ZsD33w95/XjkclZGBuJDNY+/jDo6tc+aX5tZZGpOZhfhu1jgS8+nvDQXmtXSdK9Y0Mp4Xc39fNgf5n/c2qZ95ZbbEgTNpcTKp/Q55uE8Ik9wzFG5rPIpWZOAD4/UuWrozXGyx/fIyVJ0roTAjzxBOzfD3/6p/CNb8ClS7BtG2zc+ImBEj83wKjVgokJmJyEHTvgn/5T+NznIHV+lSTdGwbThH841scD/WX+dGqZ95dbDKaBreX0E8+ohuvyJNKPmTMXspyLjZwceGaowtdG+9hRdW6VJN079m4N/N4vpnzvrZzvv5Nz4mK7Z3hk4JNDeEMSPrFnOM8j0wtwdR42DMI/eDblqfsC5ZL7rtJPMyJU95zKIDzy27DtcTj5Lbj4Ksz/GKob2g2wlUFIrqvHQgjE6zYjsyY0FmBpElorMLgFHvyHsPcFGN55h78ZSZLuEnu3Bn7vSymvHY+8djznwlS7aWdkAAZqUCl9VNz99CHQGCP1JiyuwNVFKJdg1+bAkYMJj+63kJMk3ZtqSeBXRtsbkt+bq/PKQpN3l1sMJoENpYSBNFC6buE0+albtlsxsphFZlo5i3lkrJTw9zbU+Oxwhb01l4MkSfemzaHGr6TbOBrneSefYyJfIYuRwVCmj4QKyUe162qjT2zPrzFGmkSWyZiPLZLQft4DyRD3h2EqwWBASdK9p5wEvrihyuG+Et+dq/PSQpOjyy36ksDGa7Vr+fra9acujsmu1a5Xs8hclrMxTXh+pMpnhysc7iuvxbckSdKa2zQS+MfPpzy4O/Lq8ZzTE3Bp+qN911rlo33XkPxkgFGMkWYLluows9B+3tbRwBeeSHjiYPjEEF9JktazJIU9z8PYYTj9bTj9XbjyLqQVGNjU7hlOKx+9/qd7hmPe7hlemW0H71ZHYPdn2j3DWx77xJwGSZLWtQ2Dga89l3D/rsirx9oHQSdmYLi/HcJbq/LhBeOB9trw9YdAG63Ich2uLgSyHDZtCDz3UODIoYSRASdXSdK9J4TAk4MVDtRKfG+uzvfmG5xYyUgCjJUSBtPwE2FGPx0OmMfIUt4O3Z1u5QwkgUcHynxmuMKRgfKH87IkSfeUkRH4J/8EjhyBb30LXn8dzp2DDRvavwYHIfmo9/dnwnebTZifbwfuNhqwdSv85m/CCy+0/1mSpHtMCIGH+svsqaZ8f67B9+brnK5nRCJjpbRdu4br8yQ+6mtK05T4U7VrLQkc7ivx2eEqTw+Vf+KsrCRJ94paJfALR1IO7kh45VjOe2dyPrgIA9XIUD/0VSH9OWvDray97zq7BPUmbBiAzz2a8OShhK2jzq3SJwkxfsIVh9I9Yv4CnP8RnPm7dqBucxFihJBAUoLjHxyjVu1j25adcO3rlSEY3gF7Pg/bn2yH9kqSpLZmK3LiYuSNEzknLrYLtUar3UCbprC0tMiJD05w6L7DpKX26ZVqGfqrcN/OduDuni3hJwpASZLudVeaGa8vNvn+XIPJZs5CHokRkgApcOb0aSKRnXv2kl/7+kAS2FROeG64wuMDZcbL3vwpSdKqLEbOx2WO5fOcjkssk9EkhwhpCDTrDY4ePcq+/fupDfRDgHJMqIWEnaGfw8kQO0MfJUN3JUn60NVWzmuLTX4wV+dSI2chz8kiJEApBC5eOM/S8jJ7Dxxsh/CGwGACo6WETw9VODJYYWvF2lWSpFV5HjlzBd4+lfPO6cjSSmSl2f67NAFi5O2332Lnrt0MDY0QgXIK/TXYvTnw2IGEQ9sDlbL7rpIkrarPw8VX4fR3YPZ0+88xA0K7Z/jKlQmmpqY5fN8DxBaQQLkf+ja2Q3d3PAPDuwzdlSRpVYyRC1Pt2vWtU5H55Ui9AZF27ZoEeOedt9m0eQsbN44TgVLSrl23jwUeP5hw345AX9XJVZKkVUtZ5K2lJj+Yb3BypcVCFmnGSBKgRGBmeprz58/z4MMP06J9VqcvCQyXEp4eLPPkYIW91fTDwCNJku55MbaDd3/0I/i7v4OZGVhYaH+9VII05b3332dkaIht4+Ptr6cpDA3Brl3w+c+3Q3yHh9f6O5Ek6a5RzyNvLzV5cb7BseV27dqIEIiUQmBxfp5Tp05x+IEHIC0RifQlgaE08MRAhaeGKhyspV4YI0nSdabmIu+cjrz+Qc7Vhchyg4/yJBI4efIEaanMjh27ya+tGfdXYWw48MTBhPt3By87lW5Caa0HIK21oe1w/9fgvl+FxcvtMN75i+3fW8twtjVD3/ASB5/dyfCO9uuHtkPfmM2zkiR9nHIpcHhX4PCuhKV6ZGoWrsxGrlyNzC3D5FTG1OmLPLBzH7u21dg0EhgfCYwNt29lkSRJP2tTOeUXN6R8caTKVCvnUiPnUiPjYiNjJUZCa5G80eDzI+2goq3llC2VhPFS4gakJEkfIw2B3aGf3Uk/9ZhxlSYzscFM3mCeFgsscfrSHLu2p+wdGmU0qbCRChtCmVowFFCSpI+zoZTwhZEqnx+uMN3KmWiu1q45i3nOm/kKV+eneX74Wu1aSdlaTthUTkitXSVJ+hlJEti7BfZuSfnSkcj03LV919nI1QWoN3POHr3E/s1j3H9oI5uv7buOD7dDjAxWkCTpZ1WHYO/nYc/zsDJzrWf4Asydh8Y81I8uMn3mPPu+8ACD2671DG+DgS2Qltd69JIk3X1CCOwYhx3jKV94PDI11z4UemW2/XuzFbnwwSR7Rvt45KHNbNoQ2DQcGB+BwT5rV0mSPk5/GvjUUIWnB8vMZZFLzYxLjZyLjYz5LOfkbEZr7jLPDpXZUi2xtZyyrZKyuZxQSZxbJUn6GSG0Q3R37YKvfhUmJuDChfavS5dgeZnplRWyzZvZ9qlPwc6dsH07bNsGo6MGSkiS9DGqSeDIYIUjgxXms/Z514lmxoV6xmyWc3ElsjR3hSdrD7B7uPZhz/CWSkrN2lWSpI81Nhz43COB5x4KzMx/tO86ORupNyMLl2eplhOeuX8PmzYkjI/A+HBgZKDdcyzp5hi+K12TlD4K1r3e0Y3vMjAwwJF/9NjaDEySpB7WXw30b4Zdmz8q0i5dajLxxkv80hNPsH37xjUcnSRJvScNgc3llM3llEcHPjrd+SdLE8zOzvJ7m7+whqOTJKk3VUPKFlK2hBok7a8tsMCPXzrFUwef5fC28bUdoCRJPSYJgfFyyng55aH+j2rXv35zhvcuvc/vb/mlNRydJEm9qVoObBuDbWPXN8emHPvuS3zuvs089dSeNRubJEm9KAToG23/2vzwR1/PfzDB6W/9iKf+xZfWbnCSJPWocimwdRS2jv7kwc4Lr/2YI/tLvPDM4TUamSRJvSmEwEgpMFJKONz30dffmmzwR6fe4vdGv0K1Wl27AUqS1ItKJdixo/3rOm/197Nt2zYe+spX1mhgkiT1rqE0Yagv4VDfRzFmp+tT5Kfe5He+8gJjY30/592SJOmnpUn7MtPxkcDhXR99Pb/4ATFG/sFzT63d4KR1IFnrAUh3u1KpRKvVWuthSJK0bqRpCuD8KklSgUqlElmWrfUwJElaN0qldtOPtaskScVJ09S5VZKkgrk2LElSsewZliSpeK4NS5JUrNUzOa4NS5JUHPddJUkqlnkSkiQVL01Ta1epAIbvSjfghCNJUrFWA4ycXyVJKo6HVCRJKpaHVCRJKp6HVCRJKp5rw5IkFStNU/I8J8a41kORJGndcG1YkqRieam4JEnFc99VkqRieSZHkqTieam4VAzDd6UbcMKRJKlY3lQmSVLxPKQiSVKxrF0lSSqeh1QkSSqel4pLklQsLxWXJKl4rg1LklQsA4wkSSqeZ3IkSSqWF8dIklQ8e4alYhi+K92AE44kScWy0UeSpOJZu0qSVKwkSUiSxPlVkqQCWbtKklQ8D4FKklQsL2aTJKl4rg1LklQsz+RIklQ8a1dJkopl7SpJUvGsXaViGL4r3YATjiRJxVq9qcz5VZKk4qRp6gFQSZIK5tqwJEnFMhxQkqTiuTYsSVKxPAQqSVLxXBuWJKlYq2dyXBuWJKk47rtKklQs8yQkSSpeqVSydpUKYPiudANOOJIkFWv1kIrzqyRJxfGQiiRJxXNtWJKkYqVpSp7n5Hm+1kORJGndcG1YkqRiGWAkSVLxDDCSJKlYXhwjSVLx3HeVJKlY5klIklS8NE2tXaUCGL4r3YATjiRJxbLRR5Kk4nlIRZKk4rk2LElSsVYDjJxfJUkqjmvDkiQVy74mSZKKZ4CRJEnF8uIYSZKK576rJEnFsmdYkqTilUola1epAIbvSjfghCNJUrFCCG5GSpJUMA+pSJJUPNeGJUkq1mqAkfOrJEnF8eIYSZKK5SFQSZKKZ8+wJEnF8uIYSZKK55kcSZKKZc+wJEnFs2dYKobhu9INOOFIklQ851dJkoq1ekglxrjWQ5Ekad2wdpUkqVgeApUkqXheHCNJUrE8BCpJUvHcd5UkqVjWrpIkFc+LYyRJKpY9w5IkFc/aVSqG4bvSDdjoI0lS8bwJVJKkYq1uRuZ5vsYjkSRp/XBtWJKkYpVKJcBGWkmSimTtKklSsTwEKklS8ewZliSpWO67SpJUPPddJUkqVgjB+VWSpIK57yoVw/Bd6QZKpZJp75IkFczbVCRJKpaNtJIkFc+1YUmSirUaYOT8KklScWyklSSpWKv7rtaukiQVx55hSZKK5cUxkiQVz31XSZKK59qwJEnFWg22jzGu9VCknmb4rnQD3qQiSVLx3IyUJKlYBhhJklQ814YlSSqWF8dIklQ8D6lIklQsA4wkSSqePcOSJBXLi2MkSSqe+66SJBXPtWFJkopVKpWIMZLn+VoPRepphu9KN7BazJn2LklScdyMlCSpWAYYSZJUvFKpZO0qSVKBvDhGkqTieXGMJEnFct9VkqTi2TMsSVKxkqR9LNzaVZKk4hgOKElS8VwbliSpWF4qLhXD8F3pBpxwJEkqnpuRkiQVywAjSZKKZ4CRJEnFMsBIkqTieXGMJEnFct9VkqTi2TMsSVKxQgiuDUuSVDDDASVJKp5nciRJKtbqmRzrV6k7hu9KN2D4riRJxXOxVJKkYlm7SpJUPGtXSZKKZe0qSVLxrF0lSSqWtaskScWzdpUkqXjOr5IkFWt1bo0xrvVQJElaN7yYTZKkYtnXJBXD8F3pBkx7lySpeN4EKklSsVZrVxdLJUkqTqlUsnaVJKlAq40+zq+SJBXHQyqSJBXLnmFJkopnz7AkScUzfFeSpGKtrg3neb7GI5Ekaf1wbViSpGIZvisVw/Bd6QaccCRJKp6HQCVJKpYBRpIkFc9DKpIkFcuLYyRJKp6HVCRJKlaSJIQQrF0lSSqQPcOSJBXPS8UlSSqWZ3IkSSqea8OSJBXLS8WlYhi+K92AE44kScXzEKgkScUywEiSpOJ5SEWSpGJ5SEWSpOJ5cYwkScVzbViSpGLZMyxJUvFcG5YkqVieyZEkqXiuDUuSVKzVMznWrlJ3DN+VbsAJR5Kk4nlTmSRJxTLASJKk4nlIRZKkYnlIRZKk4hkOKElS8VwbliSpWKVSiTzPiTGu9VAkSVo3XBuWJKlYnsmRJKl47rtKklSs1TM51q5SdwzflW7ACUeSpOJ5U5kkScUywEiSpOJ5SEWSpGJ5SEWSpOJ5SEWSpOJ5qbgkScVybViSpOK5NixJUrE8kyNJUvE8kyNJUrFW912tXaXuGL4r3YATjiRJxbPRR5KkYlm7SpJUPGtXSZKKFUIgSRLnV0mSCmQ4oCRJxfNScUmSimVfkyRJxbOvSZKkYlm7SpJUPGtXSZKKZe0qFcPwXekGnHAkSSqeh0AlSSrWau3qIVBJkopjo48kScVzbViSpGIZDihJUvFcG5YkqVilUgnwTI4kSUUqlUquDUuSVCDP5EiSVDx7hiVJKtbqvqu1q9Qdw3elG3DCkSSpeB4ClSSpWB5SkSSpeB5SkSSpeK4NS5JUrFKpRIyRPM/XeiiSJK0brg1LklQsA4wkSSqeF8dIklQsz+RIklQ8e4YlSSrW6r6rtavUHcN3pRtwwpEkqXjeVCZJUrGSpL3E42akJEnF8ZCKJEnFc21YkqRiGWAkSVLxXBuWJKlYBhhJklQ8L46RJKlY7rtKklQ8910lSSrW6r6rtavUHcN3pRtwwpEkqXjeVCZJUrFCCAYYSZJUMA+pSJJUPNeGJUkqlpeKS5JUPPddJUkqlgFGkiQVzwAjSZKK5cUxkiQVzzM5kiQVy55hqRiG70o34IQjSVLxbPSRJKl4BhhJklSs1do1xrjWQ5Ekad1wbViSpGJ5qbgkScVz31WSpGJ5JkeSpOJZu0qSVCwvjpEkqXj2DEuSVCxrV6kYhu9KN2CjjyRJxSuVSs6tkiQVzM1ISZKKtbo2nOf5Go9EkqT1w7VhSZKKZV+TJEnFc99VkqRirV4c4/wqSVJx3HeVJKlY7rtKklQ8a1dJkooVQrCvSSqA4bvSDSRJQgjBtHdJkgrkLduSJBXPzUhJkoq1egjU+lWSpOK4NixJUrEMMJIkqXilUsnaVZKkAq0GGDm/SpJUHAMWJEkqlvuukiQVz55hSZKK59qw1D3Dd6UbMO1dkqTiGQ4oSVLx3IyUJKlYq4dArV8lSSqOa8OSJBXLACNJkopnz7AkScUywEiSpOJ5cYwkScVy31WSpOK57ypJUvFcG5a6Z/iudBOccCRJKtbqYmmMca2HIknSumGAkSRJxVo9BOrasCRJxfHiGEmSiuXFMZIkFc99V0mSimWAkSRJxTPASJKkYiVJQgjB+VWSpAKZ1SRJUvFcG5a6Z/iudBOccCRJKtZqgJHzqyRJxTHASJKkYhlgJElS8QwwkiSpWF4cI0lS8dx3lSSpWPYMS5JUPAOMJEkqVgjBtWFJkgpmVpMkScVzbVjqnuG70k2woJMkqVgGGEmSVDxrV0mSimXtKklS8axdJUkqlrWrJEnFs3aVJKlY1q6SJBXP2lWSpOI5v0qSVKxSqUSWZcQY13ookiStG9auUvcM35VugmnvkiQVa7WR1vlVkqTirG5GSpKkYpRKJcDaVZKkIqVp6twqSVKBVmtX14YlSSqOPcOSJBXLnmFJkopnwIIkScXzTI4kScXyYjZJkorn2rDUPcN3pZvghCNJUrE8BCpJUvEMMJIkqVg2+kiSVDwPqUiSVCwDjCRJKp49w5IkFStJEpIkcX6VJKlAXhwjSVLxPJMjSVKxPJMjSVLxXBuWumf4rnQTnHAkSSqWh0AlSSqeAUaSJBVr9eIYa1dJkorjIRVJkorlIRVJkornvqskScVzbViSpGJ5cYwkScVzbViSpGJ5JkeSpOK5Nix1z/Bd6SY44UiSVKzVxVLnV0mSiuMhFUmSimWAkSRJxfOQiiRJxfKQiiRJxXPfVZKk4rk2LElSsUqlEnmek+f5Wg9FkqR1w7VhSZKK5ZkcSZKKVyqVrF2lLhm+K90EJxxJkoq1uljq/CpJUnE8pCJJUrEMMJIkqXgeUpEkqVgeUpEkqXjuu0qSVDzXhiVJKpZrw5IkFc+1YUmSiuWZHEmSipemqbWr1CXDd6Wb4IQjSVKxbPSRJKl41q6SJBXL2lWSpOJZu0qSVKwQgvOrJEkFMxxQkqTiWbtKklQs+5okSSqetaskScWydpUkqXjWrlL3DN+VboITjiRJxVq9qcz5VZKk4ngIVJKkYtnoI0lS8UqlknOrJEkFc21YkqRirfYMxxjXeiiSJK0brg1LklSs1TM5rg1LklQc910lSSqWeRKSJBWvVCpZu0pdMnxXuglOOJIkFWs1wMj5VZKk4nhIRZKkYnlIRZKk4nlIRZKk4nmpuCRJxSqVSsQYDd+VJKlArg1LklQsLxWXJKl4nsmRJKlY5klIklQ8e4al7hm+K90EJxxJkorlTWWSJBXPQyqSJBUrSdpbKNaukiQVx0MqkiQVz0vFJUkqlodAJUkqnmvDkiQVy0vFJUkqnmdyJEkqlhfHSJJUPHuGpe4ZvivdBCccSZKK5SEVSZKK5yEVSZKKFUJwbViSpIJ5SEWSpOJ5qbgkScXyUnFJkorn2rAkScUywEiSpOJ5JkeSpGJ5cYwkScWzZ1jqnuG70k1wwpEkqVg2+kiSVDwPqUiSVDzXhiVJKtbq3BpjXOuhSJK0bnhxjCRJxfJScUmSiue+qyRJxbJ2lSSpeJ7JkSSpWOZJSJJUPGtXqXuG70o3wUYfSZKKtXpTmfOrJEnFsXaVJKl4zq+SJBVrdW04z/M1HokkSeuHtaskScXyEKgkScUrlUrOrZIkFcgzOZIkFc99V0mSimXtKklS8dx3lbpn+K50E0qlkmnvkiQVKEkSQgjOr5IkFcjFUkmSiufasCRJxVoNMHJ+lSSpOB4ClSSpWB4ClSSpeGmaui4sSVKBvDhGkqTieSZHkqRi2TMsSVLx7BmWumf4rnQTnHAkSSqem5GSJBXLQyqSJBXPtWFJkoplgJEkScXz4hhJkorlIVBJkopnz7AkScVa3Xe1dpUkqTieyZEkqVheHCNJUvHsGZa6Z/iudBOccCRJKp6bkZIkFatUKpHnOTHGtR6KJEnrhmvDkiQVywAjSZKK58UxkiQVy4tjJEkqnj3DkiQVywAjSZKK58UxkiQVK0kSQgiuDUuSVCB7hqXuGb4r3QQnHEmSiudmpCRJxTLASJKk4rk2LElSsQwwkiSpeF4cI0lSsdx3lSSpePYMS5JUrNV9V2tXSZKK48UxkiQVK4TgmRxJkgpmz7DUvdJaD0DqBRZzupMazcjUHEzOtX9frkeaLUgSKJdgZCAwPgzjI4GRgfaCgyT1IudX3SkxRq5mkYlGxsVmznQzpx4jWYyUQ6A/CWyupGwtJ2yppPQlzq2SetPqIdAsyyiXy2s8Gq13rZgzS5OZ2ORqbLAcMzIiAGUCA6HMhlBmY6gwRInE2lVSj7J21Z0SY2Q+i1xsZkw0cqZaOSt5pHld7brpWt26tZwwkHq/pqTedH3tKt1urSwyPQ9Tc5HJWVhciTSu9ZlVSjDY99G+68YhSF0bltSjrF11J9XnYeEizF+AxcvQXIKsCWkZSn0wsBmGtrd/VYfWerSS1BlrV91JWR65ugCTs5HJOVhYateuESinMFALjI/A+HBgdBhKqbWrpN5k7ao7qbnUrlvnL8LCJWguQ96ApASlGvRvgqFt12rXEbCtSVIvsnbVnZTnkauLH+27zi1GmhnksV279lU/2ncdG4ZyyclVUm+ydtWdtJK3z7teauZMNDOWsnbPcEKgmsBYKWVrJWFLOWVjKZgnIalneTGb7pgYYXoaLlyAixdhchJWViDPoVKBgQHYtu2jX7XaWo9YkjqSpil5nhNjtE7QbdfIIxPNjEuNnIlmzmKW07hWu1YCjJbbdevWSsJoKemZPAnDd6WbkJZSWlnLCUe3TSuLfHAh8ubJyMlLOUsrsNJs/13go2aevJ1jRBKgvwYbBgKP7As8uCdhfMR/NyX1ljRNaLWazq+6bSabGa8vNnlxvsGVZs5CFmnFeG1uDQQgj5H2VyJ9SWAgDRyolXhmqMLD/WWqhi1I6iGlUokQI1mz6caPbos8Rs7HZY7l85yJyyzTok4OkQ/n19XXASQhUCVhMJQ4GAY5kAwyRsWf/ST1lFKa0qrX200Y/v9Lt8FsK+e1xSY/nG9wsZGxcK15FtpzaaAdzJtfe301CQwmgb3XatdH+sv0G7YgqYekaUqIkVajvtZD0TqV55GzV+CtUzlHz0YWVyLLjfaPc9DeZ4WP9l0D0FdtB/E+uCfw0J6EHeNegCqpt6RpQqNRd99Vt019Hi6+Cme/B1dPQ2MeWvX2PErSXjKJEVaL17QKlUEY2Q27PgPbn4Tq8Bp+A5J0i0qlEhFo2Nek2yTGyIUpePtUzrtnIvPLkaV6u1YNEZJrd6+t1q4AfZV27XrfzsDDexN2b4bEviZJPSRJE8/k6LZqLsOl1+DM92Dmg3Ytm61uRYRr2/3x2nxLO4i3MtQO4d39Wdj+FPSNruE3IEm3qB2+G8msXXWbxBi5chXeOZ3z5qnI7GJkuf6T51vbr2tfIANQq8BANXBge/vM696twUtkJPWUUpqSt1rtgLbVRTqpQPU88s5Su2f4+EqLhSyynEeudQuThECkPQ9HoBQCA0lgUyXhmcEKTwyW2VRO1/i7kKRb086TaFi76va5dAlefhm+9z24cgXm5yHL2gVrcq2xKc8/aiTu74ehIbj/fvjMZ+CRR9rhvJLUI5I0gQCtVotyubzWw9E61IqR95ZavLTQ4N2lFvNZzvJ1TUzJdXkSEUiBwTRhYznwqcEKTwxW2FZO7uqf/UKMMd74ZdK9oxVbLMYFlllmKV9knjnOX77AyVMneOqpp0iTlD76GQpD9IV++kIf/QyQBBdRdeuW6pEfn4i8eiznwlR7Qhnph/5qe7PxkyaQVtZutF1chsUVGBqA+3clPH4gsH+bt5dJurvEGInNefLmLHljlrw+TVaf5s0fv8bI8DC7d++BtEJaHSepbiSpjJBUNpCU+td66OpRx5dbvDjf4OWFBtOtnIEkMFJKGEgClU84dBJjZDmHhTxnpplDCOysJHxmuMozQxU2lPxZT9JdptmAmQmYvQKzk3DlLFcvnOH9997lscceo1rrh8ENsHkXjGyC4TEY3Qqp9zDp1jVizrE4z7v5PJfyZVpEBkOJGik1PnnxM4uROhlLZCzFjL6Qsif0c38yzJ7Q3zO3l0m6h0xOwtmz7RuOT52Ckyd577XXKKUpBw8dgr4+2LcP9uyB7dth1y4YH1/rUatHna23+P5cg5cWmlxpZtSSwEiaMJiGT7wIJsZIPcJCljPTimTAtnLCc0MVnhmu2FAr6e6Tta7VrpPt+vXKWRYvX+DtH7/Bgw8+yODQCAwMw/hO2LCpXb9u3AJlGxh161pZ5O1TkVeP55yeiNQbMNQPA7V2QNEnBRLl+bV91xWYX24H8e7fFnjiQML9uz0MKunuk7eWyBtXr+27zpDVJzlx7D3qjRUeuP9BSEqk1Y0k1bH2vmt5hFAeso9EHZm/CGe+A6e/2/7ntNIOIqoOtQN2P+5fqxjb4UaNBViehqwBg1vbIbx7nofhHXf++5CknyePkSkazMQGV2OTS3GFK41FXnn9NQ4eOsjYhlH6Q8pWaowmFTZSYTxUqdgzrA5keeS9s5HXj+d8cKFdjw71Xatdq5D+nNp1uQFLdZhbgkoJ9mwJPHEw4eG9gXLJn/Uk3V2ascFiXGSZZRbzRRaY48SZE8zMzPDIo4+QhJQBBhgMg/SFfvpDP330W7uqI0uT7br1zHdg9hyEBPrH2sG6pdon37GbNdoBvSsz0FyC/k2w67l27bpx3539HiTpRmLMyRuzxOYseWOObGWSvDnLSz96kT27d7N5y1ZCWiWpbiKtbiApj5BUNxLS6loPXT0oxsix8+3a9f3zkfklGOyDwWu16yftn+YxstKApRWYW4Y0gZ2b2rXro/sCtYo/60m6y9SXPzqTc/UyTJ7j4snjnD97lqeeeqp9Y8fIGGza1T6PMzIOG7YYyquOzLVyfrjQ4HtzDc7UMyCysZQwmCT0JZ+cJ9HMIwt5ZK6Vs5C333NkoMyzw1UO1VLXUiTdVdp5EnPtnqbmHPnKJFljhtdfe4VN4+Ps2LET0ippbbydI1EZIalsJCn1rfXQ1YtihHffhe9+F156Caan24G6IyPt3z8pjDJGWFpqB/ROTbV/ttu7F154oR3EO+zt4pLuLllsXdt3Xbq27zrPxamLHP/gOEeOHKFcKlOj78MsxP7QbxaiOraY5fxoocn35+qcXMloxchoqX3etS8Jn5gL0YqRhSwyl0Xms5yRNOHRgTLPDlV4qL90V9auhu9KXAtbY4nJfJLL+QQrcZk8ZBADpZBydXqWkydO8cSRx0mShIwWWcwgBFJShsIQm5OtjIUxysHDoLqxGCMfXIj8zas5py9HamUYH4Fq+dYnihgjs4swPQ/VMjx9f8LnH0kY6Lv7Jh1J95aYt8iWL9KaO0Fr6QIxX2kvSIWEkFR5972jDAz0s3v3bog55A1izNt/n/ZRGtxDeWgvSW0zwcJON2Epi/zV1RX+5mqduSxnczlhrJR0FOxXzyMTzYz5LLKvlvLV0T6eGCjflUWdpHvM/DSceReOvdoOL2o1gADlKvMrdY6+f4yHH3mEWqUMjTq06u33lavtAKODR2D3/TAwsqbfhnrHpXyFH+STnI5LlEnYSJlquPVgvxgji2TMxiZJCNwfhngmHWUoeKuepDXWasE778D3vw+vvAJXr7Zr1zSFgQGOnToFIXDo4MH2axcW2r8nCWzYAE8+Cc89Bw8+CCVD7nVj9Tzyrasr/OXVOtOtnLFSwqZyQtpBvdnMIxPNnNksZ3sl5R+M1vj0UMWAe0lrb3EWzrwHx1+DmUvQvFablqqs5JG33n6Hw/cfZmhgoH25TLMORChV2gdVDj4Bux+E4dE1/TbUOy5NR/7m1Yx3z0TSJPz/2fvP7ziuNE8XfXZEeoOE9yBAgFYSKcqUSiqVt93lWt097aZneo2/c+fcc9f5eP6MY2ZOT587babnVHV1VXWpjMpLVXKU6L2F9za9zwyz74cgSEgiCSAz4RL70eIiTMSODSEYO377fd/fS0uDJOirLO6aK0I07Zz71AB84VmdtohaWxUKxc4ipY1dXMbITGFmJ5FWAaTtxFA1D1PTM+QLRY4fOwbSRtolJ/4qBELz4gp04woPoge6EZrSror1sU2YfAtu/wCy8+BvcQx0K7l9bBOyS1CIQbADjv8+DHwOdLU1rFAodpi8NJmQOe7aGZZkkRI2SHALDd2WXL10hcGhQZqamjCQlKWNFBKXFESEm6NamCEtRDMelUui2BDxtOT1yxbXJ5xXtZaIJOR7tKnC48gXJdG0wLQlx3oFX3pOp6tF3YcKhWJnkVKSJUPUWmFFLlOSJaSQCAku4WJhfolYNMrJkyeQSExMbClBgAsXEdFIu9ZBk2jGJZR2VayPtGHmfbj1fUhNgrcRwl1O45jNYluQX4HcstN05sjX4dDvOOa9CoVCsZNIq4yZn8VMj2EVl5HWvbir0BG6h8uXr9LT0017eztI6wPf11xBXOFBXKF+NG+z0q6KDZHKSd66anNxxMa0oDkMDYHKtGuxLImmoGQ6zU+/9JzOQIe6DxUKxQ4jpWO4O3UTxq5CNgGm4XTx8PhYSaSYmpnh+eeeBVuCUXRymwTg8UNbr5PX1HcUvIGd/mkUewApJdfyJj+MFRgrmoR0Qadbx/uIRmyPw5aSuGmzbEhCOnw+4uUrTT5Cuqq9VigUO4u0Daz8PEZmHCu/cE+byvva9eaNm0Samunt6Xbymu5/X0NzBdBDA7hDA2i+VuUnodgYmQz8+Mfwq19BLgcdHdDSUlmThGIR5uedWrGjR+FP/gSefvrRXd0UCoVimyjIPFF7hWW5RMEuYAsnr8kldNLJDGOj4zx96iQulwsLE1NaCAE6LkIiRIfWSbNowSNUgzbFxriTN3g1XuBu3sSnOdrV/4hGbI9DSknClCyZFl4h+FSDl280+4i4dtd7njLfVex7sjLDnDVLXMYoyzIe4bi5a2j3g0IrKyvcvHmLlz/5Mu41BgpSOkk/BQrYWPgJ0Ka106P1KhNexSPJlyTvXLc5e9umbAh62+QjO35ullROspyC/nbBF57RONIrVHBcoVBsO1JamOkxyqk7yFIciUS4wwjd/4FNz8uXLxMIBDh69OhHzpdmHmlkQXOh+zrwNB5HD/apZ5rikdwtGLwaK3Arb9HmFrS5tJrcL6aUTBUtEPDpXSrqFArFPiEVhRvvwvQtyKWdRJ1ws2Oqe+95l0qnuHzpMh/72McIBoMPzpUSykXIxJy/Q40weBKe+ITzsULxEMrS5qqd5LKdIC8tOoUPd40C2HlpEpVlWjUvL2rNHBIh9Z6nUCi2H9t2DHd/+UsYHQXDcBIumpo+YKJ748YNbNvm5MmTHzzfNCGRgKUlpyPy0BB85SuOEa++eZNyxf5gqmjyg1iBKzmDJpdGp7s22tWWkumSRVnCi2EPr7T4aHOr+1ChUOwAuRTcPA3j1yCbBI8Pwi3O3/eed8VikTNnzvD000/T1NT04FwpnWKVTBxKOQg0QP8T8NTLEGnbmZ9HsesxLcmFYacANJmT9LSAz1MbfZkvSeZj0Nog+OwpjWcOCfQKCl8UCoWiGqSUWLkZysnbWMVlsA2EO4hwBRFrGmSNjoyQTKV4/vnnP3S+jbQKSCODQCC8zXgiR3GFDyE0pRkUDyczDzf+EWbfB3cQIn1OvXG1SAnpGShloPfj8NSfQkNv9eMqFArFZslLk2t2ijt2miQGLgSNePCtyRm2bZu3336bY8eP0dnRef9cJ2dYksYgJy0CQmdABHlGb6RdKGc2xcOxbcmVMcmbV22Wk5KuZipqGPMwSmXJTAwiAfj0CY0Xjmm4XUq7KhSK7UVKSUommbNnSckEhjTxCi8+vGhrtOvU9DRzs7N84hOf+Mj5BgZFCkgkARGkQ3TRpXWhKxNexSPIR+Hm92DqbdB0aDzo/F0tUkJ2wWkg03EKTvwZNB+qflyFQqHYLNIqU07dxUyPYBspBBrCHQbd94E8k9OnT3Ogr4++Awc+eL5tIs0s0swjNB96oAtP05Po/o7t/lEUewQpJbemJG9ctpmLSjqbIByojb4sm5K5KPi98NITGi8/qdUspqtQKBSbYmUGbpyGuREo5sAfhnCT0yz8HguLC9y9c5fPfOYzH8ztlBJKeUjHwDKg4V5z8SdeVCa8ikeSNm1eixd5O13CkjDg03HVqG4malgsGjbH/C7+oMXP8YDqfKpQKLYfaZsY6RGM1DB2OQFSIjwNCN33AT+J8+fP09zUxNChQx8630KaOaSZRWgeNH8HnsYn0AM9qs5Q8WiuXYN//Ee4dQu6u6GtRjnmhgHj40492Ze+BK+8Ag0NtRlboVAoNkFO5pizponJGGXKeHDjw4eGfn99jMfjXLt2nRdfehGf94G57qoXYpECFhY+/LSJdrr1XrzKhFfxCPKW5JfJIq8nixRsyUGvC0+N6mYSps1c2WLQp/N7zX6eCbp3zXueykRQ7FssabFoLzBjT1GSJQIiQEAEHvqPU7vX3cK27Q98XQiB+95/trQpUmTKniQh4/RrB2kSqiuo4oOkcpJX37W4MyNpbYDuFnBa3tWGSFAQ9EnmYvCPb1p8+Xmdjx+rrLuoQqFQVIJdSlKKX8LMTIHmRvM2o2kPD9xoQnxkbQUQQncSg9xhpFXCLixSKC7hbjiMp/lpNJcKSCoeIKXkTMbgH1byZG2bw77aCTkAlxAM+V0kTZtfJotMl0z+TUeQTo8qSFYoFNuEbcHoFbj6W0hGoaEFugYfWul+X7vKD62vQoDXD95ex2gwm4Crb8HsMJz6PAw8VVlXR0XdUpAWv7WWGZYZQrjoFf6a6sqAcNGLzrIs8StribhW5mNaM5rSrgqFYrtYXobvfhfefddZA/v6IPBwralpGqZpfvQbLpeTpNHWBvk8TEzAf/7PcOUK/PEfO0a+CsUaruUM/n45z4phM+hz4auhdtWEYMDnImPZvJ0uMVs2+TftQfp9KgyoUCi2CduGqZtw+TcQn4dQM3QOPlRrCu2BkdEHvyHA44WWLpC2Y+R7+wzMjcKpz8LQKdDVc03xgJIh+dlZm/PDNkEvDHbWNiYa8AoGuyRLccmrp22WEoIvP6dMjBQKxfZhm3nK8WsY6WGElGieCEJ/ePKr0DTkQ+OuGsIVBFcQaRvY5TTF5fdw5WbxtDyL7m16yGiK/Uz0Dlz4K0hOQfMgeEK1G1sIiByAcg5m3oPUNDz3/4L2J2t3DYVCoXgcUkqmZJ4zdox5WSCMm2786A/REavaQtryI193I2jBSzOSHBa37DTTMs9zWhMntQiuGjWzVNQHpiV5/ZLN6ZsSty4Z7ASthnvDXo9gqFOykoKfnrVZTMDXPq5MjBQKxfZhSINZa5oFOY8lTfwiQPARDZgfnTMs8Nz7z5IWRVlgXI6SkDEG9EHCQhW3Kz5IcgrO/18QH4bIAPgitRtbCAh3g78Zlq5CZg6e+bfQ87HaXUOhUCjWwyosUYpdxsrPI3Qfmrftkc3UNCGwpfzI14XmQngake4I0ipiZqewCou4G4/jaXwSoXseMppiv2Lbkndu2Pzmsg0IBruoaVNSj0sw0CGJZ+DXF20W45Lf+4ROyK+0q0Kh2CaMEtw+CzfegULWaQLe1Hm/kfha1tbk6GsayiAE+ILOH8t0motf/JVj5PvsF+/V+KjnmuIBy4bF3y7luZE36PboNLtqGztodes06BrjRYv/ayHHH7f6+WSDR/lJKBSKbcMqxShHL2HmZkD3oHlbENrDc3w1TXv43rCmIzwN4GlAWkXs/DzFwjKuyBG8TScRLtX8VLEGKeGNN+Bb34JCAZ54Atw1NJ93u+HoUYhG4dVXYWoK/uN/rJ25r0KhUKyDLW2W5ALT1hRFWcQv/DTS+NB3fHFPu344b/jDXoglikzbUyRwvBCbRYvSDIoPkDJt/m45z8VsmXa3Rp9Hr+k90uTSCOuCqaLF/72Y45VmH19u8u0KPwlVnabYl+RljglrjJiM4cFNo3j4QrPKoxactWhCI0AAn/SRkRluWzfpFN306/24hOoWpYBkVvK9ty1G5yX97U7gcCtw6YL+du4l01oYpsYnn9LUy49CodhSpLQx0yOU41exjQyat3XdhJxHFYF+4Bjdi/C3Y5t5jOQtrOIy3pZncQX7ajl9xR7mnXSZf1jJowk44nNt2XrX6NIIaoI7BZO/Wszx7zuDdCsDXoVCsdVkEnDhlzBxHdw+6H646e4qmljVrh9NpH1wkOYY+IaaIDYPb38f5sechJ9AuNY/gWIPUpAWr1tLjMosHXjxiq1Z7zQh6MRHWhqcteOYUvKS3rIrNkwVCkUdIyW8955jvDszAwMD63YiflSizwcIBODwYUin4Te/gZERx4D35ZdVMq0CgEvZMv99OU/Rlhz31zYIuZawrnHcLxgpmPzVUo5/1xFkUBnwKhSKraaQhYu/htFLjmbtHIRHFH/CA+36kcYxaxGao1uDEUgswbuvOia8z38Zws21/gkUe5CSIfnRexaXRiRdzRD0bc3aqglBVwuk85J3b0gME77+ooZLV+94CoViazFzs5RiF7GLUYSncd3mpJqmPdRgYS1Cc6P7WpBWGTM7hV2K4Wl+GlfDYYQyCVQAK7fg/H+BXBQ6nnpsOKIqPEFofwpiw3DuP8PH/t/QcXJrrqVQKBSrlKTFOSvOdZnCQtJL4KGmu6sIIRDr7A0LIQjhIohOAoO37RVmZJ5P6q20iIcb5iv2F6Yl+cV5m9M3bdoaoCG4NVpSCEF7I4R8knN3bQxT8srLujLgVSgUW07KTjJpj5OUSfz4CWmP797hrK2P16660AkSwpIWCTtBVl6jV+ujR+u7v7es2N8kJuDc/+k0dGl7Eh7h51E1Lp8zfmIMLvwl2Cb0vbQ111IoFIpVpG1STtzASN5C2iU0X9sjjYtWWa8mRwiBcPmRug9pZijHLmEVFvG2Po/uU+YxCsd497dXbH57VdIQgOYwQO31pBCClgZHu16bkBimxT/7tDLgVSgU20BsAc7/HGZHnDykzseb5H6gJudRMlR3QWO7k9u0PA1vfAuOvwhPfwbcam9YAUtli//fUo7hgskRnwtPDU3t1+LRBEf8LmZLFt9ayWNK+GxEGfAqFIqtRUobI3mHcuIa0syj+VoQ2uP9JB7VOGYtQvch/D5sI4eRuI5dWMLT+hyuQHctp6/Yq0gJP/+5Y7zr88GxY1t3rdZWp87s8mX4P/4P+J//Z2hv37rrKRQKBVCQeSascaJyBfcGvBBX6/Aft75qQsNPAC8+sjLLbfMmnVoX/fpB3MoLUQEkTZv/tpjjas7gkN+Fb4u0q0sIhvwulsoW34sVKUv4RrNvx7Wryj5Q7DsyMs1t6xZRO0qIEAERXPcf4kYWnAfHakREBA8eZuU0w9ZdDFmuydwVe5dsQfLqaYvROcnAFhrvrqUtIgj64NeXbM7fXf/eVSgUikqR0qYcv0Jp+X2kbaL5uzbUCXsjRaD3j3UF0PydyFKK4uI7GOkR5AbPVdQv5zJl/jGaxyUEB7xbZ7y7ilsTHPW7GCua/M1Sjqhhben1FArFPie5DG/+I4xehqYOaOlat9Jd3NvUWtcgEBwT3rZex7To9hl4+3uO2a9iX1OWNr+1lhmxs3Ti2zLj3bU0CDcNuLgoE1yw4+odT6FQbB1Sws9+Bn/5lxCPw1NPrWu8C07i/4afTQ0NcOIEJJPwX/8rvPaac13FvuZm3uDv7xnvHvRunfHuKrpwkmkXyhZ/u5RjtqS0q0Kh2EKySUdP3j7j6Mu2vsca74KzLwzrNI5ZRWjQ3OXo4rHL8OZ3IbFcg4kr9jKmJfnZWZtLI5Kelq0z3l1LQ0DQ0Qhn79j88oKNtZH7V6FQKCpASomRHqW4+DaylETzd65rvAv3ilQ2si8MCN3jxF1tk9LyGcqxK0ipdMN+Jz4KF/4r5GPQemzrjHdXERq0HIViEi7+FUTvbu31FArF/iYvTd6wlrkgEwTQ6Rb+xxrvrrKRIlBw9pCbhYcOfIzbOX5hLbIoi7WYumIPY9uS1y85xrvtka0z3l1LwCfobYXLo5KfnnVMeBUKhWKriNlR7li3SNspIjTgE751z9E0DSntDYVPdaETERE0BBP2OOPWKJbSrvue9Byc/8t7xrtPbJ3x7ipCQNOQY7x7+a9h4dLWXk+hUOxvpF2mtHKWcuwSaDqar2Nd413YYFNxHO2quRvQfO1YhUWKC29h5udrMXXFHkZKyembjvFuY1DSHN567er1CPrb4fa05IenLQolpV0VCsUWsjgJv/0Hx3i3rQ8irY813oVN1uS43NB5ELx+uPIbeO9HUCrUYOKKvUzcsPmbZcd496h/64x319Lr1fFqgu9G87yfUZ4mCoVi65C2RTl6kVL0HCDR/J3rGu/C+o1j1qK5g2j+DuxSjOLi2xiZiSpnragL3nwTvv1tCAahr2/rr+fxwPHjcPOmU4OWUHXXCoVi68jKDHesW6zYy4QIEdyIF+K9mpyNaFdNaDSIBnzCy5ycZdi6TUmWajJ3xd4la9n896U81/IGh7fQeHctHR6dJpfgx/Eiv0oWd9xPQpnvKvYVGZnhrnmbnJ2lUTTiEhvLttjMgrOKV3gJE2bFXr5nwGtUNGfF3kdKyRuXbe7OSPo7wL0NxrurtDYIvC749UWLqSUVjFQoFLVHSpty7DLl2FVwBdG8TRs2kdlMESiAEBrC1wpAafksZnq0ojkr6oO5ksV3owVs6QQItwvXPROju3mT70cLWMpIS6FQbAWpFXjre7A0eS8ZZ31zBVijXeXG11f8Iejoh9lheOf7kEtVMGFFvXDRTnBXZugUXjxb7a6whrBwE8LFBTvBpMxv23UVCsU+QkrHCPdb34JAAIaGHCP6DbDRIpU1J8DgoJPU8e1vw09+ogx49zFxw+bbK3my1vYY766iCcFhn4upks13VhzjX4VCoag5uRS8/X2YvuPoSn94Q6dtqkhlFW8AOg7C0hS89V2nYY1i33L+ruT8XZuuZvB7ty/uGvIL2iLw/i3J1TG1tioUiq3BzIxRWj4DSISvDbHBPbrNFKnAPaMFbxO4ApTjV+8Z8G5ibVbUFeUsXPk7yCxAy5F1a45rhhDO9bIrzvVL6e25rkKh2F8UpcUb1jJ37AwdeAkL94bP1Ta5vnqERq/wE7XL/NJUBrz7neuTktM3Ja0NEA5sn3b1ewQ9LXBh2ObsbfV+p1AotoaYHWXEuouBSYOIoG2wsbMmBFKy4SI6IQR+ESBAgDk5y7g1urmcKEVdYZXh6t9DYhRaj29905hVhIDGg1DOw9X/DjkVnlAoFFvAaqM0I3UHzduE5m7YXE3OJvKShOZC83UgzRzFxXeUAe8+Z3Re8tsrNiG/pDG0fdrV4xIcaIMbk5K3rtk7brKgUCjqlKVJpz4mHYOug+Be3xgQKqzJCTVBSw8MX4T3fghltTe8X7Gk5J9iBW7lTY74XLi2K/AKdHt0NAHfixaYLpnbdl2FQrF/kNKiFL1IOXEd4Q6heRo3rl03WZMjhI7wtd/Ty+8rA979ztiYU5vldkN39/Zd1+2GY8fgyhX4zndgM3nvCoVCsUGyMstd6w4ZO01ERDbshSjuadfN5TV5aaCBqB1l2LpDWarGHfsVKSWvxYtcyJYZ8rnwboPx7iptbp2Q7hjw3insrHbd4j6v1VEsS2JpiKYkmQJYtlOjrmsQ8EJrRNDaAAEf21awrNi7FGSeEesOeZknIiKbumcqWXAAXMLlLDpyBd3SOKwfQ99gcpGifrg1Lbk4YtPR6AQHt5v2RphYgtcvWfz5F3R8HvW83M9ICYUYZOYhuwhm0enGLnTQ3RBohXA3BDuczxWK9SgnbmIkriPcYTR3cFPnapqGNDZnTi+EQHibsEsJStHzCN2LK3RgU2Mo9j6GLXk1XmDZsHjCv/2Sxi0EAz6dc1mDJ9JlPh3xbvscFLuLsuFo15V72tW0HmhXn8dpiNAagZBfaVfFBsin4d0fwMqMY7yrbVxDamLzjWMAcHmgvR/mR+HdV+Gzf+J031bsK2btPFftJBHceHdg7yIi3OSkyRk7RofwEthgkEBRn0gpSVqSxbLFkmFTtCWmdDrJuQQ0uTS6PDrtbm1busEr6oC33nKSHcJh6Ora1KmbNt9dpavLqcT7zncgFILPf37zYyj2NLaU/DheYKZkcczv2nYtoAvBIZ/O9bzBG8kiX2tW73f7HVPapDBISIOsNDGxkYCGwCM0IrhputcUQWlXxbqUi3D6VZgbgY4BcG08oCCEALHJIhUA3QWdA/eKY34An/8zCEY2N4Ziz7MQl7x9zSbog6Bv+59VDQFBtuAUofZ3CFoa1PNyPyOlJGNJFgyLpbJN/p52FTjatdGl0enW6PDo29INXrH3MXMzlFbOgRBo3uZNnVupdtXcIWwE5cR10Nx4m09uegzF3kZKuPsTWLkFrce2z7xoFSGg5TBEb8GdH8LJf7l95r+K3YlpSeIZiKUlySwYJtj34q4eFzQ3OLHXSBA0tb4q1sGUNm9ay4zKLF3Ct+nGk6KC9VUTgh58zMkib1hLfFXvoklszNRBUT8kMpLfXLbRNUkkuP3PqoBP0BCQvH3D5mCXRk+rel7udzKWzVLZZtGwyFof1K4NukaHR6PTrRPQ1b2iWJ+UnWTUGsbEIkxoU/GEVQMjp/nLxvNSPMKDkLAg59AtnYP6kIpj7EPGfg3zF6D58KbS6WqCENByCJZvwM3vwsf+0/brZ8Uuw7JgZQXm52F5Gcpl52u6Dh4PtLc7RiBtbc7XFIrHIKVNKXoeIz2K5m1B6JurS6hkb1gIAb42ZHGF0tJ7iK7PovtaNzWGYu+TK0pev2RTNgXdLdt/fa9H0NogOXvH5lC34FCPer/b7+QtyeK9uGvasjElSMAtIKQLOtw6HR6NsK5exBQbIL7o1MVkEk5e02a0a6U1OV4/tPXB2BWnPucTv+fkOin2FWczZd7PlOn36rh3II7V59G5XbD4QbTIf+oKqjqLfY5tS5I5J+4aSztxV8sGTYDbBY0haGkQNIfBpfaGFesgpaQcv4aRuonwRNBcgU2dv9nGMeBoV93XglWMUVo5g9A8uII9mxpDUQeUSk5NVjwOTz21/df3eGBgAN5+G06ehJdf3v45KHYVZtFpcJ+Zh2LC8WqSEjQXeIIQ6nL8mrwNKgdOsT5FWWTEukPOzhIRGze1hzWNYzapXXWh00ADcTvKKHc5qh9HV7X8+47reZM3UyW6d6jGocujM1wweDVWoM+rE9qh/b5dd+encpI705I7MzZLCUmuCGXTSfCROH8jnIXHpUPQC80NgiM9gif6NdoalZmR4qPY0mbSmiBjZ2jc5GIDlS844Cw6YRlmWS4TtiP06L2bHkOxd0nlJG9cshEIwpvbQ6gZQgh6WyWjc5L3b9l87pRK3thvSBuid2HuLCzfhEIcyhnn6/cX2DW4g+BrcJLTuj8GnafArbw5FA/BKixhJK6D7t+08S5UVqSyiuZtwiquUIpdRPM2o7lDFY2j2Ju8my5zMWNw0LtzZjAhXcOvOR1dDvtddHnU+rrfyBUkd2Ykt6dtFuKSfBGK9/zEP7y8ujTw+6ApKDjc62jXrmalXRUPQUq48ibMj2/aeBfWFKnYmwtGAo5RUns/zNyGG+/Ac1/e/BiKPUtRWpyx45SlTesOFgB34GNOFjhvxfm03qaek/sMKSUTJYtL2TK38iYx0yZrSSx5r/pTfnCF9WuCsK5xwKvzbMjNyaB7xzbZFbuc2Vn4x390ug5v0ngXqjDfBejsdJI9vvtdOHwY+voqG0exJ7mYNTidKdPr0dF3aE3zaoJml8YvEyWOB9wM+nZdWFCxxRSlxZTMM2ZnWZYlCpiUsD8gWgUCKSSaFPiERki46cPPIS1Eh/ChqXcyxcO4cRqm7zg6chPGu+Dcc5qocH3VdOeaixNw+Tfw8isqM20fYVqS1y9ZJLKSoc2/1tWMzmYYX5C8ccniDz+to6tClX2FlJLZssWlrMH1vEHUcLSrIaXzOFqjXSWOdg3pgl6vi1NBN88E3URcSrsqPopt5ChFLyCliebdvMlBJUUq9891B7GlhZG4gcvfju7vrGgcxd5k5SaM/sJJ/Nd3aGtYd0O41zFS6jjp5Kgo9hclw8lruzUlmVmR5IqSfOlerjAfjLtqAvxeiAQFAx2CJ/oFA51CvZMpHspNmeaOzNCOd9PGu3Bvb7iC9VUIQTc+Zu0C7xHjd/TOHdsfVGw/ti35zRWbxYRkaAdfq1obYHwRfn3R4p9/XsfjVvfgfmOh7MRdr+dMlu6Z7pYlaEIipXM/CCQSJ5YQ0gRdXv2edvXQ4lbaVfFRDGkwaY9TliUaRGTTOR1iTU2OvkkzSrfw4JeSeXuOiNZIi1AGgfuJxATc/RH4m3aupkFo0DgA0+9Cx9PQ/6mdmYdiBzEMuH4dzp+HO3cgmYRs1sn5/DBCOE2aGxvh2DF44QXHHMS9uZiaYn9gZicxU8MIT+OmjXfBWV9lBXHXVQNeu7BEKXoBf/fnEZpqHrNfkFLyznWbqSXJQAc82InbXhpDgmQOXr9k09UidqT5qmJniRoWV3IGV7IGC2WLrC0p2pJV1eogkQi8AoL3THhPBl08G/LQqeq4FA/DNODCryCxBF2Dm84rqqomx+OD5m4YuQQd/XDk+c2PodizLBsWP44X8Qp2zChcCMFBn86VXJm30i6+1OjbkXkodg7LlkwuOnHXiUVJOu/EXVel66pX06pxk98DQZ+gr92Jux7uFiqeoHgoVmEBI3ET4Qpt2ngXnPXVtKyKrq15m53mMbGLaN6miq6v2MP88pdw+bJTj7VTMfdIxGnE9f3vw9Gj0KriE/uNQgIWLsL8eUhOQzkLZuGjx0np5N95wxDsgM6T0PNxaOhT5Q6Kj2JLmylrgrSdJlJB3HW1zquSvCZd6IRpICqjhO05+vT+TY+h2LukTZtXYwVMCc07mBcy4HVxp2Dyy0SRP2jx74ifxK6ospVSMrMC1ydsrk/YJLPgdUPQB20R5+MP/8+RUmJYkC/CYlwyviB596bNkV7B04Mah3pUQq3iActykahcJiQ21117lWoWHACXcOGRbmbsKSJahJAIVzSOYu9x9rbNXEwy2Ak7FYgE8LgEkZBjvvtkv0Z7k3o+7geMPMydh6m3IXoHrCJ4I+AJQ6jTKWD6MNKGcs4x550+DVPvQKQP+j8NvS9BqGP7fw7F7kTaZUqxy0i7hOar7MaopggUQPO2YBcWKcev4m1/CVFBoYxi75EwbX6WKBLSBYEd7qjY69G4fU/Q/auOzRtQK/YmCzHJ9Qmba+OSWEbi0iHkg+Yw+DwPN9Q1TCdQGU1JppYl7920GeoWnBrSONonVHdQxQOmb8HIBWjqrKjLtbi3D1KxQaDLA+FWuH0Wug85yUaKfcEdO8OMzNMtfDtqeKsLQbP0cEumOSTD9AjVBWQ/ULYlV3IG72fK3Mkb5GxJg64R0gWtLu2hHddtKSnYkqzlnHshW6bDo/NS2MPHQh56vCqhVnEPw3C6HC8twYkTFQ0hhEBWoV05cABu3HDm8b/8L6qYap+QtyQ/iRfQYMfN1TrcGncKJj+JF/n/dgWVuf0+ISHLjNgZbtsZkhgIIIBOGDdtaPe1w1pMbIrYZKTBBVnkukzRI/wc0xo4KIIVmdQo6pSFCbj1HoSbwV1ZAabQRGVFKuDo5aZOGL0EPYfh4FOVjaPYc1yfcBo597bubFMrTQi6myXXJ+Gpg5In+tXauh8wpeRazuBMpsytvEHakoR0QUjTOODV8D5kbZVSUrAha9vczBlczpZ5za3zQtjNCyEPA6oxguIeUtqU41ewS3E0f2dleU2rBgv3O9tvDuEOYxeXKMUu4+/6AmKnXFgV24ptwq3vg1mEpoM7O5dAC+Sjznzannx4Poui/khkJDcmJZdHbZYSjj4I+aEhAB2NoD1Mu1qSQgnSOcl7tyTnh6GvTfDMIY0n+wV+r3o3UzisyBIXrAQBdHyispiBJkTlTcWFoB0vozLDbRngKRGpaBzF3mNkTnJ1TNLV9PDn2HYhhKC3VTI8K7k2IXn+iHo+7gdsKbmVNzmTLXMta5C0bIL3Gpr2ejW84uE1OUUJWctmpGByLWfwU1eR50IePhZ2c8TnUnEFBXCvIZE1TVImiYiGHanJ8QovJUpM2ROERBiv2LxBoWLvISXceRXyMWjf4XCAt8HRrrf/CbqeAU9oZ+ej2CaSSThzBt56CyYmwLIcw43GRujthYeZiVuWY8ybycCvfw2//S0MDsJnPgMvvuicr1AAtpGlHLuCFBq6q7JcyWq0qxACzdeKlZ+nnLiFt+VUReMo9h6zK3D+rk1rAztex9DbKplcgovDNp8+qfI+9wNSSoaLJuczTu5v3LTxa4KwLujy6PgeoV1LErKWZKpkcrNg8ItEiVMhNx8Pezjud6nm4ooH3DkHM7ehtc/porFJqq7J8QUdE94rbzoGvJG2ysZR7Dl+lSgxV7Z4wr+zuSB+TRBxafw8XuRU0E2bW62v+4F8yTHcvTxiM7Pi+DCFfBD08sh3PtuWFMrOuZdHJVdGobPZibs+NSBoDKm1VeEgrSLl2CWQJpq7paIxhKYhDaOyc4UA36qfxHW8bS+ouMV+YXERXnsNmprAt8OG8gcPOnVhP/sZ/MVf7OxcFNtGfAxm3nP+5JbB5XX8mkKd4A483FDXLDleTalpWL4Bwz+DzqfhwCeh8xnQ1KuZ4h4rcplluURIhNAq0q4Pmp5Wgku48EoPs/YMjVoTYdFQ0TiKvcdbqRJjRZMjO6xdPZqgw63x21SZ50Me+negrmLHKznyJadL3rk7NvkiNIZgsHP9hDMhBB6XE6xuDDmbp+k8XB2T3JiweeogfPEZneYG9dK838nLPNPWFC5cuEVlmfnifqeyCjdLAT8BkjLJlDXBMf1J9AoTehV7h2xBcnVc0hhkV5iBt4RhdB5uTdm0N6n7r95ZuQ03vgMrN0FzQ0PPxhK8hOZ0UvGGIdwNVhkyC3D172H813D8Dx0jXm3H3yAUO005cQsrP4/ma6t4k1KrsMv2KkJoaJ4mzPQoeqAbd3iHKwIV28KVrMGSYXPMv/NrmSYEnW6dS1mD322y6FBdk+uakiE5c9vm9A2bdB4iQRjo2Nh7ntsliLicc6SUZAtwawpuT9sc64MvPafToZojKPJpuPQGICBQWcOW1Q1WW1a+vhJqhOVJuPRr+OJfgFeZn9Y7hrS5JdP40XHtAkO1kHCRsB2zuB5N3X/1zlTR5AexAtfzJgLodGv062JdjaEJQVAXBHXowDFBWjZsfhAr8GaqxO82eflcxPdQ417FPuPNN+HsWRgaqrhNrKZplSfRgnPdoSFnHr/5DXzlK5WPpdgz3MgbzJRsBn07rxOFEPR4dO7kDSZKFoPK5K2uMe+92523EqRlmaBw0Yl3Q+95LqERQiOECwQUpMW0zDNp5Tkg/LyktdKp7XDimmLnKRfh0uvO302dFQ+jaVp12jUQhlwSLr8B7X0QVEXK9Y5tO6Zsuibw7QI/yIBPYCclV8Zsjh9YX8Mo9jYLZYtXYwUuZg0kkg63Tq9n/d+7EIKADgFdp90NlpSsGDavxYu8kyrzxUYvX2r07XijQcXOY2anMDNjaJ6mipuNijV7wxUl4gqB5r1nspC8ibflmYrmodhbrNyG6F1o7N/pmThEDkB81Ck86FK3YF1j2Y4x5ZtXbZaSkpAPelqd5vLr4dIF4QCEA87ecKEkmVmWjC9YXLgr+OJzGkNd6v1sv2NKmzNWjLQ06Kui0aOoMq/JJ3R8UuecFadb+GkWu0DMKLYUKSVXx20sWxLy7/xzyOsWuF1Osf0zh8SuyGNWbB0xw+ZH8QJn0mUMKWlz6zzhWd84VwiBX4Bf02lzO6aoMdPm9WSJ0+kSn4l4+WqTj4YdbjSo2HlSMsmCnMePH61SY/sa1OSECJGyU0wzxSH9sHrv2wekpmDpGjT0VhzyrykNfRAbhoVLTk2Foo6REs6fh+9+F8bHIRSC/n7wb0Bj6LpjsBuJOAa9hQLMzMBf/RW8/jr88R/D88/vjptasWPcb8pWTqD5q427Vt5UXGguhCuIkbyFK9CF7u+oeCzF3uHGpE2uCJ1NOz0TZ78v5JNcGpW8cEzi86hnYz2TNm1+Gi/ydrpE3oY2t9iQca4QAp8AnyZodWtIKYmbkrdTJc5kyrwU9vB7zX6a3Uq77ntiC3D9bfCHwVNZw5aa1OQ0dcDCuFMf9Jk/Ug5b+4CoYXEhW6bDre0KM/BOt8btgsmVnMGXGtX9V89IKRmbl7x+yWZqWeJxQVsj+DfwTqVpgqAPgj5oi0DZlMRSktfOWJy7I/jcKY2nB8WONhpU7DxSSsqJ61iFJTRf5XpRE6I67Sp0hKcRIz2MK9iNK9hX8ViKPcS5c7CyAidP7vRMnP2+jg54/334+tehuXmnZ6TYQow8DL8GIz+HUgoCbdD2xMZe611e50+g1dliLiZg+j2YPQO9L8KTfwLhrq3/GRS7m6IsMG1NoqNV7IVYi7irDz8pmWLSGucJ/Sl0oeoN652cZfNepkyjruHeBdq1xaVxq2ByIVveX+a7UkrGFiSvX7SZXJK0NkBXc+W/ECEEkaBjZpQrSi6NwOyKxedOaZwcVAlj+5lFa56CLNAoGiseQ6vS7R2cezRMmLiMk5BxWoXqVlbv3JmRxDOSgXX2EcqlAqO33iMRnSEZW8CynK49fYNP88xLv/eR45Oxee5ef5v4ygyWZRAMNdIzcJJDx19Ce1jX5HsIIWgISC6PST5+XOL3qudiPbJWyJVz0HIE9Cry9nWPU2glbae7yoX/CotX4ak/ccx5FfsT28hipO4iXEFEFU7MoloDI0C4/NhmFiNxA1ewr6r5KHY/hi15N1MioIG+jpgzCgUmL5whNT9HemkBy3TW1+4nTvLk73z9I8enFxcYP/MuyflZLMMgEGmk8/hT9D//8ceur80uwc2CxeWcwe8o8926ZWZZ8utLFsOzTmOFoa6PdtPeKEI8KAgtliU3JmEuavGZpzWePyJ2vHu8YgcZvQyxOegcrHgIIZxiYmlXHoxECGjphYVJmLwBRz9W+ViKPcG0zBOVJdp5fIJZqVDg7nsXiM7Mk1hYwjRMAA4+/QQv/N7vfOT4+Pwit94+w8rMPJZhEGyM0H/yOEdfeh79MWsrQINwMyqzPCebCFcYPFDsbsq25LepIj9PlEiYkkGfjq+K/VuXEHR7dLrcGouGzbdXCtzOW/x+i29HNt0Vu4Rs1ulyHAw6fyqkavNdgEAAwmFnPp/4hPOxom6RUvJ+powmWNcEfLu0a1gXzJQlF7JlZb5bx0RlifetGOMyhx+NPhGoqujcL3T8+DGkzbSdZ0XO8axs4qTWiGcXNG1Q7BCTN2BxAtr6qioI1kQN1teWbmcuo5fh6c9WN5Zi1zO9AlP38krg0ffedsVdAVobYGxeshiHrpZqfjrFbsWUktPpMq/FiywZFgNenaBe+RqoC0GnR6fDrbFi2vxTrMjtgskftPh3vHu8YueQtoWRvIkENFfl5oCrxU7SllDhbeqYLIQwUndxNxxCcyvtWu/MvAe2Ae7A448rGQVuzJxmOTVDLDOPaTvr66HOU3zy2CsfOT6amefq5Fssp6YxbYOQr4mhjpM82fcJ9MdUIbj9YFswcxo6Tyn/mXolnpa8ftni2jh4XJKhTqoq2PR7BQfawTAlsyvw7TcsXjyu8ckTGgGVG7dvmZJ5JmSODuGtam+kWgMjgBY8zMgC160kn3G1VzWWYvezkoThWUnzOq9R26pdIzCzIplclAx1q+diPWJLyYWswY/iBWZKFn0evSqjXE0I2tyOEW/csPlposhwweSVFj8nAuub+SrqEyklc/YMljQJaaGKxxE1qMnRhEaAACtyiU46CdNQ8ViKvcHcWSimILJO45jt0q66GzQXTL0NBz4JKmRWpyQS8E//5DRYFgKefNIx2KgUv99p2myajpHv//a/wec/D3/wB9C0C5wvFTuCXVzGyExU1ZQNqm8cAyDcYezCIkbyNpqvXb3z1TnpvOT6hFMT8bjf9XZq15YGmIlKRuYkJw6q+68ekVJyLW/yw1iB0aJJt0dnoArtKoSgxS1ocWukTZvfpkqMFk1eafbzXMi9K4wvFTvE7TOQS0HXUMVDPDAwqqYmR3PymqZuwvyz0Huk8rEUe4IrOYO4aXN8ndyP7coZ1oQgpAtOp8t8usGLV/ns1CX5kuSd6zZnbtsYpqC/narqUj0uQVcL2LZkMSH5p3dsRucFX3hGozms7qH9iiynMFKjCHcDogoz+VrU5GiuILaRo5y4iR7oqUpLK/YAxSK89RY0Nq6bQFQwDE7PzDCTSjGfyWDcu9dOdXbyyrFjHzl+PpPhrclJplMpDNumyefjZEcHn+jrQ9cec1+1tcGtW3DhAnz5y9X8dIpdzMotuPEdp3l8sMNpJl+pxBQC/M3On3LWiSvER+D4H0L/Z1SPjv3MorVIXuar80K8d2NWZ27veCEmZIKYjNEuVGO2eud63mTBsDjk3R3aVQhBs0vjbMbgS432tjeF3pHqDSklZ25LXr9kUSoLBjqqE3IfJugTDHY6ou4H79rMRQVfeV7D7VKibr9RkiVW5DK+apNoa7DgALiEC2zJsr1Ei2hVwcg6xrIll0dtPC7WNf8u5FKM3jq9oXGXF8Y49+Z3sG3r/tcyqSh3rv6G2PIkH//sP7+/uf8wWhpgelkyPCt5ekjdf/VGPuaY4y5crF7IfRihQeOAI+qm34HkBDz3H6D9qdqMr9hbmLlppJmtqsM21KZIBUDzNGKXYliFBdWtrM65UzCZLFr0edffTSpm0kyef39D48Ymx7nyw+99YH3NxqOMnn6TxOwUp37/Tx65vgohaNA1TqdLfDbirco0TrH7kFJydVzys3MW2TwcaAOPu3a/Y59HMNQlWU5KfvyexeyKxtdf1FTH9v1IuQijV8AXqnrHXGiiegMjlxvcHsfA6NAzoCvzj3pFSsldOwMS3I8LDgL5VIbbp89vaNzFsUne+c4Psa0H92I6Guf6b06zMjnLp/757z9Wu4ZxMUuBMTvHKb1xQ9dU7B0yls3/s5znbKZMo0vjuF+v2R6ZEIIuj06jS+NyzmC6ZPLn7QGeC1XRlUaxd7l8Gebm4OjRqoYRQiBroF3p6YE7d+DSJfjMZ6ofT7FrmShZ3MkbdLrXD/htp3ZtcWmcyxh8pdEmss3BSMXWM2HneNNaJiUN2oUXr6hdJo5baPTgJ4nBu3aUBVnkC3o7AdXVeP9hW45OdLmdP1WgaVp1RSrg6Gd/CMauwPEXweOrbjzFrubGhE3JgIBv98RdQ35YSsLNKZuuFpUBWW8Ubcl3VvK8nS4T0ATH/a6aFWkKIWh360R0yd2CwX+et/hnrX4+1eBROST7EKuwgFWMonmrM9lY21Rcp/JnkmOysICZncbT9GRVc1LsbrJLMH/eyS1Zj1wpxfXpdzc07lx8jDeufxtbPlhfU/kVLk28wWJyki+e/HO0xxRAhTph4RJk5qChd0OXVOwhppYkPzxtsRCXdDU7eb61wu0SDHRCIgu/uWIzsyL5/U/qqhB0H7I29uWtMu6qierjrkIIGnAxKrM8q5pO1j23pmyyBehofPxx26ld/R6BYUmujUuGujd0ScUewpSSV2MFfpUsoQPH/K51G9pvhma3RtglmCxa/OVClm82+/hKk0+ZGO1DsmRIyiR+sU7njnW4r12rjL168JCXeaLWCmGXMt+tZ0oZmHoHAi3r10Rsp3YNd0P0DsSGofWj3g2Kvc7UFPzlX8Ldu3DgQG3NcV0uOHLEMfd97TUYHYX/9J+gT9U/7EeMzBTYBqKKpmzgrK+mYVQ1hhAC4Ylg5udxl5PoVe5XK3Y3d2YkiYzk4DrlYNupXd0ugSbgypjNUwNCxcvqDFtKfp4o8pN4EUs62tVVw99xg0vjmC6YKln830s5vlLy8kqLv6bXUOwR0jGYvg0NGxAQj0HcqwusuibHGwDLgonryny3zinbTmPnkCbW3TfbrpxhgE63zmTJ4mbe4FlVS1F3xNOSH7xrMTrvNLNvbIHHNbTfDJom6G6BXFFy4a5kPurEXQ+0q7V1P2Jkp5BWHs3TVdU4tWgcAyA8EaziMlZhCVegujkpdjlXrsDMDBw6tO6hqVKJd6enNzTsWDzOt69fx1oTp1jJ53ljYoLJZJI/P3ny0eu5rkMg4JgCf+5z4Fax/3pCSpj4DVz/luOp1HoM9Bq+QnlCjjdTatrxhIqPwdN/AS5v7a6h2BsY0mBFLuEV1eWMazVoegqgCx0hBcv2Im1CNWarZ2wpeS9dwoXAvY4n0nZq1za3xnDB5GrO4FOR7X0obntVpJSSt6/bvHFJ4vdCVyfUSsitZVXUZfKS0zclhglff1EZ8O434jJGiSIRGjd9bmwpxuX3rrAyv0Ium2d0eJRrvdcZGOrn+DPHOHzicEVz8gs/SZkgR5YQ4YrGUOx+oilYiEmaN/Ar1nSdlvYDNLX2US7mmB6/8tDjTNPgyvs/vr/YHH7qUzQ2dXLn2ptkUiusLIwzNXKBg0dfeOS1XLpACMn4guTpypv3KXYhuRU4959h6Rq0HgXXFtWYr4q62Ihzvef/I3Se2pprKXYn0jYx0qOgeSvqCra0kuDMhVssLMWZm10gGo/z3uUZ2lubOPXUEE8dP7jpMYXmxkZiZibQA71K0NUxowUDQ4J/Awa3Qtdp6jlApLuHcj7P/M2rDz3OMgxu/vKn99fXgx9/mYb2Tsbee5tsbIXY1ARzVy/R98zzj7xWu1tjtmQxXbI4sk6HUsXe4sKwY7yrAQc7H9/dvVKEEHQ0Qb4ouTBsY1iSVz6h4/eqZ9m+Ym4EksvQuvlK8qVEmtO3RpmPJ8kWSoyMj9Nxd56jAwd49tABTgxUWJ0eaYWVGViahO71g1SKvUkei3lZoGEDxmmartN2oIfWvm6KuTwTV24+9DjTMDj341/eN9594lMfp6mznRtvvkdqJcbi+BRjF65y+IVnHn0tIfBIjSmZ41QFezqK3UvatPnb5TwXsmUGvS4CNWzItha/JjjudxLG/m4pjyHhxbBKGttX2Da8/baTzFBBQsNSNsvpmRnmMxnmYzEWlpY4o+t0hkI829XFiY4KOnm6XM5c3n4bPvUpWMf0XLF3GSua5G1J/waecdupXdvcGiMFi/GiyTMqkbauGLWz/NZapoRNr/BvmXZtwkNQuhi1M1hIvqR3EFQGvPuLxUlHJza0bfrUD2vX8akpGhvCPDm0WJ12DbdAdAZmh2HwZGVjKHY9piW5OyuJBNc/djvjrkIIQj7J7WnJF56RKjZRRxRsyf9YzvNuuswBr0ZY35p3d68mOOpzMVe2+dZKnrIt+UJjdY2lFXsPMzMOUiK0zb+jr427rqzEmJ2d49z1Rbo6WyuPuwoBuhcjM4o7chShqfe9eiU2DMUktD2x/rGa0OmI9NMe6aNQzjG6ePmhx5mWwek7P7xvXnSy/9O0hLq4PPlbkrll5hNj3J2/wPGeR6+v/mbIzDs5Kcp8t74YX7D5wTs2iZxksNPJ790KmkLOO9rInOS7b1r80Wd0WhrU2rqfiFJmWuZprMDkNrm0wp33LpCYX6KYyzE7PYPH72PpxJMcfOYp+k8cr2hODbiZpcCEzHFSNFY0hmL3I6Xkzowk4F0/t2Q7tStAYxBG5mxKhoa3hg2nFTuLYUv+MVrg9WSRDo9O8xY13XMLwWG/i6WyxfdiRcoSvtGsDHj3GyvWCpY0cYvQps9dW5OTjCeZmpzm9uk79PR1V1yTI4TAi5cVuUyP7MMjVNyrXomPQm4Zmjdwm2yndvWGITmhzHfrkvFx+C//xTHgffJJJ89jK2hqgnDYaeD8v//v8D/9T3Bw83t5ir2LbeQws5MI9waCXw9h7d7wxMQUhWKJgfeGq6vJ0f3Y5SRmdlKZ79Y5o3M2Ltf6+3PbrV2bQ5LpZUjloHHzr52KXYotJT+KF3ktXqTR5TQo3Qp0IRj0uYgbNq8lipRt+OM2ZcC775i+Dfk0dA1u+tS1eU2pXJ7R8QkOTMcY7O6qMq+pGWbuQGoFIpvPt1LsDWbLFvNli84NPOO2M2fYqwksKRktmMp8t86IpiTff9ticknS386W+ScFfYKhLsnUsuS7b1n84Sd1DnaptXU/Ia0yZmYMoVeWm75Wu07PzJFKpXn7wmSV2tULJRMzO6nMd+ud27edujDP+muYLgT9kQh9kQi5cpnLi4sPPc6wLH545859491P9/fTFQrx28lJlnM5xhIJLszP80JPz6Mv1tEB09MwO6v28+oIKWHk547xrssHrcer6ufxSIQGjQNQTMHoz8EqwbP/buu8oRS7k7iMUqBAA5tvMLo27prPFRgZHuFq91UOHjpYlRdigAApmSIj0zSISEVjKHY/UdNmomjR5l4/t2Q7tatLCFxCcKuw/ea721rdLaXkzG3JG5ckIb+kLbL14iocEHQ2wbk7Nr84b2Na1XVJVuwdbGmzbC+io1ck5mJLMUauj5CMJSkXy0gpKeaLzE3O8fqrb3Dp3UsVzcuNB1MaxOxoRecr9gbRtKRYBv8GnunhSBsvf+lf8cQzX6CxtfuRxy3NDVMsZABo7xri+NOfo+vAcZ5+8Rv3j5kcubju9QJemI1KbFs9D+uFYtLpbrJ8HdqOb724Ehq0HIFiGi78Fazc2trrKXYXVmEBWYqjeTYv5gCWo0lu3J4gFk9RNkxs26ZQKDE1s8iPfn6a02dvVDSucIcxc7NII1XR+Yq9wVjJIrBBBRNqaeX5P/kXHP7U54h0PnoTPTo+SinnrK+tA4McevkztB8+yhNf/ur9Y2avPTwJdxWvgLKEpbL12OMUe4urYzY/P2fh0qCrZes7qAd8gt5WuDIq+ckZi5Kh3tX2FePXnN14VwXmgMk01yZniaazFA0DgHypzMRSlH86fYl3bgxXNiePHywTJipbmxV7g4QsU5AWPtZP9Im0tfD5f/UnnPzCp2ju7nzkcQvD4xQyOQC6hgY48bmX6T1+mI9948v3jxm7eG3d6/nRickyZVl9Z1vF7iBn2fz9imO8e8i3dca7qwghGPDqWEi+tZznUra8pddT7DLGxpwipe5H77U9jqVcjmtLS0TzecqWhQRy5TITyST/dPs270xNVTavnh64exdGRio7X7EnmClZ6GJjGmI7tasuBBLJoqHW1npi0s7xW2sZA5tOtt6szyM0uoSfcTvHG9YSBan2QvYVUzfBNMDr3/SpD9OuhVpoV5fbCVqMPzyZQ1EfxNKQK0iCuzHu6oN0XpLKrT83xd6gbEv+YSXPu+kSA1tovLuKEIJer45fE3w/VuCdtNKu+wm7nMLMzSHclTXu/kDctWxiS0k+X6w67qq5I8hSAis/X9H5ir1BZs75eyP9dhuDbfzuM/+a5wa/SFvDowtMZmLD5MvO+trTfIhnD36e/rbjvHz0m/ePuTt/4bHXEgIQkJ5df16KvcP0suTVd22SORho3zrj3VXcLsFAB0wuSX7wjkUyq+Ku+4lxO0tBWgQ2EPv6MMmlKFPXb5OOxSkXS0gpKReKLE3OcObVn3Pr3bMVzUkTAi8at+0MtlT3Y72SLUAiKwluIHdzJ7RrvuToa0V9YEnJD2IFfp0s0r2Fxrtr6fDotLg0fhwv8otEEameZ/sGQ5aJymW8orIYxNqaHKNsODU5ueprcnz4KFIkIWMVna/YG2QXHH8FfQMpddupXQF0DyQn15+XYg8xOwt/+ZeO8e4TT2yd8e4qLhccPw6Tk8515+a29nqKXYWVm0GaWYSrMofRtXvDhmHVpCZHCIHQA5iZcaSlYhX1imFK5mPs2rhroeSYySnqAyklP084xrstLm3LjHfX0uzW6Hbr/CpZ5NVYQe3F7SdMA0Yvgze4seDXh1ib11QyTKSU5Is1yGsKRiCfgek7lZ2v2BMslW1KtsS/gVtvO3OGAYK6YKyocjzriWRW8k/vOsa7Ax1bZ7y7iqY5cddkFl49bTGzotbW/YSZn8M2Ugh39X4SRrmWfhIhzOwUtpGt6HzFHkBKp+YqtLF9k7ZgkH/9zDN8cXCQnoZH36/DsRiZsrPncai5mc8fPMjxtja+efTo/WMuzK+TLxcMQj4PCwsbmptibzDxG8d41xOESN/WGO+uxReBpkHnulf+DtRW3P5BSsmSvYSGhlaBdv2gF2IJJLXxQhRuTGkStVcqOl+xN1gs22RtSXgDdf3brV3DumCqZGFu817etprvji1IXr9k4fdKmsPb19Uk6BO0N8KZ2zYXhpWg2y+UKJKXebxU5kLp9fs4/uxxvvDK5/nmv/w6z3zmFK1drfe/f/1chWJOCFzCRVImKjpfsTeIpkDiJE7XivjKzP2Pm9r67n/c2NyNpjnBp0xqhXKp8Nhx/F5VBFpPSBuufQsWLjmd0/VtakAnBLQchkIcLv8N5FXu4r7BLsWR0kJomzcHBPD7PDxz4jDf/N2XeeVrn+CTHz9Gb/eDzp3nL9+taFyhB5BWCauk1td6JW9JFsoWoRqbtCXnH6yvka4HnWjDHV3319dsbAWj8Oj1VQiBEJJ5Zb5bN8xFJT8/5/w+O5q2T7v6PI4B7+VRybs3lCHWvqGUh5UZCFTWDczvcfPcoX7+4BPP8heff4nPP3GQzsYHZg1n705UPjd/AyxOOCa8irokiYElJO4KNuofxcrMgyBjS9+DTdWm7g60e4Y1qZUYpcesrQA+NIpYJFHRo3pASslr8SLnMmWGvC58W2yusIoQggMenbKU/MNKgbmSel/bN0xOQqEA4coMjPwuF891dfEHx4/zx8eO8Zm2NnrXJGGcrbToKRSCYtGZn6IusaVkomgSqvFzrhbaFZxuoFNF9W5XLyRlmbesFYpYtG+D8e4qbqHRJXyMyhxnrZgyWdgv2BbMj4G/wrX1Q9r1S08dojNSI+0abIToHBRV4Kteiaacpqe+GjayrlXcNeCFfFEVgdYTryeLvJ0qccCrE9xi4921dHl03ELw/WiBkYJ6X9svWKU40iogXIGKzl8bd/3j3/s0n3rhGF2dLfe/X3HcVXMhpY1dVnHXeiY+Cq7N91R4LMup6fsftzU8WF9bwt1owllfk7llSsbj11dPEOIjTi2NYu+TLUh+8r5FLCPpb5fbpl1dulMIOrog+cV5C9NSN9R+YVYW8AmtonvN6/cx9OwJPv7K7/LZf/GHPPXlT9PQ8SBneOTc+sUAjyKMm4Qsk8KoeAzF7iaacvRhYBdqV58bSgasKO1aN7yXLvOrZIkuj05kG4x3V2l1azS6BD+OF7maV9p1v5CTOUqyVJOanK/+869y6tNP07YmZ7jSmhxNaCAhbWcqOl+xN0hOglbjx1zNtGsYEmNgq8dhfVAowN/8DYyPO4a4tb7xHoWuO9cbHXWuXyxuz3UVO45VXAahIyrM21y7N/yNr7zAZ196sjY1Oe4gtpHDLicrOl+x+4lnIF+Uu1K7unSBZUNUNY6pGy7nDH4SL9LoErS4t0+7RlwaHR6dXyZKvJdROej7hlQU0nEINVZ0+tq8pn/5hRf5zNEDdDetyRmuNK9JCHB7nZocRd2yUDYBUdMYWK1yhkOaxrJhkbFUjWI9YFqSn52zGJ93jHddNa6zfhRCCA60S2JpJ+6bK6hYw37BLsVAgtAqa6KwVrv+3u++yKc/frw22tUVRFoFlddUzySTsLJScT3Yo5hOpe5/3LemPqw7HEa/t44v53IUjMfE9FfXe9VIq26I3oHr3waXD8KP7j1UczwhaByA8ddh9Jfbd13FzlKmRF5m8VLZ5tzauOs3/sXXefazz9LSWb0XIoBHuEmRVPVhdcySYSEl99e8WlAz7aoLUqbNirG92nXbdizzJcnrF21KZUFbZPvMi1YJBwQBL7x11WYpof6R7wcKsoCBgYvKus32Hz7AZ7/+GY6cPELvYC89gz08/7nn7n/fKFeeBOvCTVEWMaRKpK1X5qM2tW7GmM8m73/s9T0ovtI0DbfnQUVMPpfkcawWgcbS6llYD8y8B9PvQNPB7TPeXUUIaDniJI7d+r4qfNovWMUoVGi8C3DoYA9f/dLHOXH8IAO97RzobuErn//Y/e8bRmVZiE5wSqpEnzpmybDIWpJQjRMaC2s2Sz2BD62vvgfrayGd4nEENNUJtF4oG5JfX7JI5aGrefuv7/cKmkLw/i2byUW1uO4LUjEoFcBXmcHC4Z4OvvHxpzl5sJfBrjYOdbbw2ScH73+/bFaR4e8LQCELWRWMrFfidhkha7tPl08+WDO9H1pbPX7fmuMenyHrQaOMTULtndQFN/Imb6ZKdLp1/NuU5LOKEIKDXp0lw+KH8cK2d79T7BDT01UVQx1uaeEbR49ysqODwcZGDgaD/M7gmvXVquLdXwiYmVn/OMWeJGbaJE1Z88YxtdKuIV0wuQOdQBW1x5aSs1acuCzTiW/bzItW8QiNVjzctNOMS2V4ui/IJBx96K2Rdu1q4VPHBu5/vyrt6vVDMe8U0ijqkmi69k1PaxV3dekCWxWB1g3jRZNfJEo0uTTC22i8u0qPRyNt27waK1Cw1fvafkAazsOj0ne5D8RdD3TR39vKFz/9zP3vVxp3BUBzYRVXKj9fsasx8pCedZL4a0m2mLz/sd8TvP+xJjS8bv9Dj3sYnhBkF6GsPLT2PFJK3rpmM7MsOdBW+fOuUly6oKcFrk9IroyptXU/UJQWSVnGR2WJm12HD/L817/EwMnjdAz203n4IIc+8fz975tV5Az70Chhk1Rxr7olmpaYNrhdu0+7rj5/VeOY+mCxbPGTeBGfBk3baLy7Srtbx5Lwo1iBtKlMO/YDBfJIYTtmtxWwtianb7CXroEuPv7FF+5/v5qaHLdwkSWtikDrFGk7NQqe2vor1Ey7esNQTEFuubbzU+wQv/gFXL0KR444hrjbia47171yBX6pXBb2A1LaWKUoQq/c/XTt3vCBnjb6+9pqUpODcIE0sY3H554o9i7RlKRQ46antdKuAJqAxbh6t6sHkqbNj+IFbOnoyO2m2aXh0eDHsSJLZVXntS9IR8EogqeyxjFr85oOdXdwsLWRz588fP/71eU1BSCxBIYyg65XxksWvhpv09UyZzhrSRbLah+vHrg0Krk5Kelt3T7j3VU0Iehrg6llyVvXbbUft0+wCis185Po7+vgQE+t/CQ0kBK7rLRr3bKwAJlMzc13k2saXwU9D4x5NCHwu90PPe6h+HwwNlbTuSl2BiMPN77j5Kg19K5/fK3xNoCvCe7+GBLj2399xfaTlwUMaeKmsvX1w16IvUPdPP/ZZ+9/v1ovxJIsUqZU8RiK3c10yaLWMqKWXk15y8mH2U62JeNGSsk7120mliS9bTsnpNobIZGV/PqihWkpQVfvFGQepKw40WctUkrKxRLDV4fvf627v/KWBW7cGNJw5qioS5JZ8FS+l/BQLPPB5rr2oQ5B2hozEct8/MuQSxdICTn1vrPnyS3Dze85+1behvWP3wo0HSL9MPUWzJ3dmTkotg9pm9ilBEKrTaaFEIJ8vsilqyP3v3agt73yATUXdjFWg5kpdiNZS1KyJd4aKxhrTfBafChhUqwprrfXWV99QpAwLWwVONrznLtjc3fGCURudwHoKk0hyJfg15csimV1T9U9qRUwy+CqvpOClJJC2eTa5Pz9rw10tD7mjHXw+KFcUAZGdUwGA1eNn3VrC481/cPa9cHn5jpBciEEQgqKqKTHvU7adIyDDAkt7u0vAAXnfhrw6lzIGLybVsmLdY+UMDICweD6x24AIQR50+TC/Jr1tbGx8gHDYRgeVl2M6pSMJSlJiU+r7fpaM+2qCYq2JK9iZHueuzLDXZmhTXhraka5GYLChRSSs3acnKyiwECxN0jHHH1YofnuWqSUFAyT6zML979WlXZ1ecAynDkq6pJMXlLrJ12t4q4ACMitk2ur2P0UbckPYgXSlk3HDmrXQa+Lm3mD1xPqptoPOE1PK2so/mGEEOQLJS5fr03cVWherFICaSuDwHqklAGzBGs8hWqCYa1ZX8WH1tc1n5vr3FduvzO/kjLf3fMMz0rO37Vpa9z+AtBVAl6Bzw1vXrFZUaaTdU9ClilIq2Lz3bVIKSkXiszdfJAz3N5febWVJgRSShJSxSjqlVyRXa1ddQ0yKmV9z2NJyQ9jBRYNi17P9psXrTLg0xktmrwWLyqThX1Azs5BjZo6CyEo5ovcuXzn/teqqclRRaD1jVmEUhZclXlnPZJaaVeX794cVWO2vc/wMLz2GrS2greGbpSbweeDlhb4yU9gdHRn5qDYNqSRQZrFmtbkZHMFLl+rfm/YyZsXysCojsmVHO1ayzyTWmpXjwuSWaUx9jpSSl6LFxkvWvT7dk679nl0FsoWP4wVsZR2rX9SUaercy2ebxIKZZMr47P3v1RVXpM34DQVV3lNdUvMsHdtzrBHgCEhaynz3b3OclLy5hUbnwf83p2Ju7p0QXsEzt+xGZlTa2u9I60itpGuqnHMWgSQzRdrol2dATXsUrz6iSl2J5kMGAZ4qq+3XkvZelCjqn/ovXHt54a9zrrp90NU1VvXAyM/haXr0DRUGylRCeFuKCYcE2BThbvqnmKVTU/X4nghlhles7ZW74VoUpCFquem2J3EDHvXejXpQiCRZLe53rU2GfzrMLPiGBi1NexcEi04AaDeVsntacm1ccmzh3duLoqtJyuzNTHL+sFfv8rS3BIzM7OEwyGampo4cOgAn/3mZyseU0PDFjYFCjQQqXqOit2HYTndNmtBqVwmk8mgrzHjsu0Pmg/ZawSc7tqY66+l/Iv2PHd+BKlp6Dixs/PwNUJuBW59H9pPgKc23jaKXYhtZJBWEeEOVT3W3/3DLxgemWIlusKBA/3ousbQQDdf/8pLFY8pdC9WOYG0TUSNClUVuwdDSkDULNEnGo3S0NCA7n6wvsoPLY5yTWBRW2d91YQTpzelE5hU7E1WUpJ3btg0+MHr3nntOr4guTAs+eRT6qaqa9IxQFS9O//ffvkOs9EE8/PzeL1eWltbONzdwe+9eKryQTWnE6hK9KlfDGTNOnMZpkEikcC1phONbX1Yuz743OXe2PuaSnjc+/w2VWK0aHLEv7Pv6EFdI6hLfhovciLg3jEjYMU2kExCLAah6rXrf7t0idHlZRYXF+mREo/bzeGWFn7v6NHKBw2FIB6HRAKam6ueo2J3YUqwZe1MFhKJJD6ft3baFWd+plpe9zQ5aXLOiuNG4Bc7V6QC0I6PObvAZZJ80lVFkYFi95OOOvpQq+4dalW7Li0tgYDOjo7qteuqnk6uVDU3xe7FMKu+9e5j2TbRlWjt4662Wlz3Ou+ny9zIGQz6XDvWlA3AqwlaXBq/TpY4FXLT51XxrnpF2lbNmp7+3T/8gsnpBebm5ujs7MLv99Uk7iqNLLaRQfcq7Vpv2CZIG2qQww1AJuO45Lr1Neur/ND6uuZzl/b49VVozvxs1eNjT1MyJG9ctrFtQWSH84g6mmF8QfLWVZs//JS2o2u9YmtJYmAKibvK3bnX//ofiM0tEIvFKJfLdHd303VogI998ytVjasLwYpU1VL1imU7eUO1wJaS5aXlmmpXTUBZra17notZg/NZg36vvmNN2QBcQtDj0Xk7XeLZkJtjgY3tnyj2JhkyuEX1+xM/+OtXWZhZZHp6mra2VkKhUNU1OW7cFGWRgizgFTV2aFXsOJbhaEOtRqGwfD5PuVxW2lXxQSwLvvc9SKfhiSd2di5dXXDzJnz3u/C//q+1C4wodh22kUHaJYSn+nrSv/uHX3Dz9ijZTJbevl6EEFXvDaO5ncZxirqklrWkElhaWkLT1+QMV6ldhQBT1bvueW4XTN5Jl+j16Lh2ULtqQtDv0zmfLfNs1s3HwrU17lLsMmJzsMH8jsexmtc0NTVFU1MTkUhD9XlNHh8YRacmp6Wr6jkqdhe2lJiydjU5xWKRfD5fs5xhJyYmVc7wHkdKyZtXLeIZydAOP0YiQUEyC29cthnoEHh2sP5WsbWsalfN01j1WH/3D7/gzvAEsVicgYH+mmhXoXuxSlGktBG1Sn5R7B4Mo2ZOqFJKVlZWaG5uxrPGFPDD9aprP3evty+naVAuO3n1Kv9kz5KYgJGfQ7ANXDvUkw2cW6hpCBYuwdTbMPSlnZuLYuvJ23mn6WmVj45VL8TZ2TkCwQAtzc3VeyEKDYmkQIFGmqqboGJXUrIlWo0qXsvlMqlUumbadZXtDrtuS5XG9QmbfBG6mnf+pcHnEeia5PKozdNDAr3GnYQUuwcTA43aFR0LIZD3Op+JVQOiKsbCBmvb/8kr9hISmF9YYHxsHJfLRSD4ILBeKuTuf2zbNuVS/v7ngWDjNs5SsVNkl2DuHIS7alcQVQ2NAxC7C4uX4cAnd3o2ii3DNpDSQtTI1ON+QZOUCCHQNA1Zjbma0J0sRtsEZb5bd9Tqrd0wDW7cvEl0ZYWhQ4fwR9asr/kPra/FB+urv0E1TNgP3Jy0Sebg0C7IZ/C4BAGv5NKIzceOih01A1ZsMcV8TYMsjnaViHuG5VWtrc6IsKbzlKL+qPYOkRKWV5YZHRnFlhJv+EEVfTH3YC21bZtyvnj/80BjQ5VXVuwFMpbNe5kyTS4N9y4IKPd4NG4XTK7kynyhURXf1S3FopNs0VDb54xc1a5CVPfs9HgglYKC6gSqeDSmZXLn7l0WFxbo6+uruXbdBY9kRRVMyBwJyvTg3+mpoAtBGBfDMsMzspFgDQrwFbuUGuvCmmtXoUNZra31Sq3WrXgiwfDwMOVSmaAncP/rKu6qKNuSd9Il/JrAuwtyiNrdGrcKJheyhjLfrWekgZQm1Oj9aTXuKmsYd5XSAtuoyfwU9Ylt24yOjjI3O0tbezshX+P97xXK2QfHSZui8WB9XXucon4ZnZPMRSU9rVC7aH9laELQFpHcmbFZSWm0N+7odBRbiIGNgJoZLAserK2i2rUV0BEUUA4yiseTTme4e/cu+Xwen/agSKUW2lXtC+9tbCk5nS4jgJC+80nDTS6NxbLNmUxZme/WMVJKTGmg1chC5oF2pTY1OQiksLHU+lqX1Grdsm2byclJpqamiEQihNasm0q7Krh7F27dgv7+nX9ZEsKZx61bMDwMx47t7HwUW4a0jXv1M7VbX1f1ai32hoWmIy3VOEbxeHK5PHeH75JOpfHIB3EOFXdVAJzJlCnZkkbXzmvXsK6xgJPH/HzIrRqz1TPFfE3Md1epaV7T6n1nqpocxaORSGbn5pgYH8fr89HQoOpdFQ9YTsLwrKQ9UrsYWDV0tUjmooLReckT/Ts/H8XWIG0DbMvJza0Bwom8IiVoWo3ymmrdeVqxe6jRs65cLnP9+nXi8ThHjx6l0fegjjBbfvBuZktJ3niQI7f2uO2Yp2JnmD0DxSS0n9jpmYDbDy4/TP4WBj4Lugq91i0GZbQarlv394ZrEHcFQIIlVdy1XqnFsiWRLC4uMTY2ihCCxlD4/vf2onbd8iqNVE5yfcKmMVTZ+fHoLGO33iMRnaNUzKFpOoFQI519xzj0xCdwuzdvH98WgellydSSZLBLvczUK/a9RNpq+czXP83S0goXzp5ncXyRUrHE5N0Jcuks/+zf/2F1c6zaBEmxW3G7wK7i12sYBhMTE6RLjXR2dTI0NMTy3F0mh88DEI/O3D82GZtDSsftPRxpw+Ndv+BeAnrtvKkVO8D8BchHoaNCMbeSnuX69Gmi6VkKRg5d6IT8TRxoPcZTfS/j2WR7Ft3teJ1OvQ19n1D7VHWLtIHadGH6nc99jO42P+OTAbIFKJYshsdmyGTz/Js//90KR3UEocTa4dItxVbgutdp05YSrZJ7UEImkyE5MkJPcwdPPvkkra2tLOcyTF++AEBqfvb+4enFeeS9Ttuhljbc/sevr7Z05uhSN9+epViWXBmVhP2VBSK3Qru2NMBcVDI6J3lyQN1cdYtt1uTl6RsvPM1KPMH7Fw2GlxLkiwXuzC6Szhf5D7/76SpGls4cFXWJm+oMJE3TZHp6ikKjj9a2Ng4fOsTy6CTjF68DEJuZv39sfG4R+97aGmlrwbvO2rqKrgKRe5prOYOlssVhf2Xb0KmFOSbPnyG1ME+54Kyv/kgjbYeOMPD8i7i8m1tfNSEIaoLT6TKfavDi2QWmSootwDTBtp1uwlXytUOHuA3cyeWIGwZll4s70SjpUon/8NxzlQ2qac78TLW+1iMuAZqowtxeQi6XY2R0lM5IK0eOHKWrq5Nls1wT7WrhzE9tDe9dLCm5badxo1W2PwLEZhe48955YnMLlHIFNF0j2Bih59ghjn3iedybXF8juJmjwITM8ZTYnQFxRQ2wreqTcXC0azyV4v0LF7k1t0wun6+NdtU0sJQ5YL3i0p3Xp0qxLJvZ2VlSpWs0NjVy8uRJEsvjzE1cAaqPuwpQTZ/3OLcLJlMliwPeyt6Saq1dhRA0uTTeT5f5YqOX8C4wVVLUHlnDuOvvfuHjjE9McPW6i2iiiGGY1cddhYZT9FLFA1ixa9Fczq+4ml9vPp9nZGQEmlo5ODhIX18fkyuS23NnAVhOPVhfo+kH62tjsB2v+/Hr62ptlOq3u3eRUnJlzAYEngp/j7WOvTYEYDkFt6Zs2hvVzki9Ykucjbkql9fnv/5FMqkUF86cY/babTKZDPadUQrpLF/6939e8bgaArPqtpiK3YquVXfr2bbNwsICqfIlwqEwzz33HKnYJEszN4Dqtattg1s9/vY0EyWLuwWDTk9lGrHW2hWgza1xOWfwVcOiXd1gdYm8918tmil8+mufZm52Dv95L4mFFEbZqLomRwgBUiBR2rUeWdWudhU1vsVikbGxMWRDC319ffT39zMdc9dOu+qgqSL4vc377zsNnkOVFb3OptOcnp5mNp0mZxjoQtDk93OstZWX+/rwujYpisNhmJx05qXMd+sX6eyZ1IIvfeY5msOCxcUViqaHdK5cg5ocAVLlNNUr1daSSilZWl4mffECfp+fU8+cIpecJbpwG6hBvat0anIVe5fFssWVrFGxRtwK7drp1riTN5gsWRz0qRusbrFqV5Mzv7zEWVFkKpmnVC7XqCbn3hwVdYcmBC4hMKrIqyuXy4yPj9Pgb6Cnu5uDBw8SGxth5kr1OcOOsaWqd93r3JqyyRSgo7Gy82sdd/W4HJO3q+M2xw+IXWEIrNgCVvOaaqBfv/LZ5+lo9jI1EyJf0skXa5DXhHDmKC22wTZNsd24XFXlrEspSafTjMRi9HV3c+LECVpaWogvL3N2bg6AmVTq/vFz6fR976/2YBC/e51NX8sCj+fxxyh2NaU0TL8L/pbK0jdr7dUEEO6GxDis3ITOU5ufk2JvYNXQC3FlOcr5M+eYH1ugWCjWzgtRxV3rFo8Q2FXkrZmGydTkJFFfmPaODg4NDZGYGGPu2iWgOu0Kzlvndr/Vbfn1bk9LklkY7Nz8uSuLE5z5zbc+kMhvWTaZ1AqZ1ArRxXE++eV/s2lB5vcKyqbkxoRksGvz81LsDUQNOmwbpslKMspyfIkjJw4zeGyQn/39z/D7A5iWRTKWpLGlscL5rXZoUdQjjUFYiG3sWNM0WJ4fASARWyCZTJJMpWhq0Xiy1UeD38IoZunoOYLPH6ZYyLCyMM7tK7+hsbmLO9fevD/WwOH1TT9MS6JrENz8+7pil2CWYPJN8DZUFhNaSEzwq2v/4wPrqyltkrllkrllFhLjfPWZf7vp9TXcDSu3IT4KLUc2Py/FHkA4qxdSVrVfmognmJoaxe8RfOzUMVLpDD/4+XkawhEWJMQSaVqaGioYeXVean2tR8K6wKcJijYENpCHYRkG0YkxAFamp1hcXKRYKtLV3Ep/Yxg7EaPocdM6eAhvMEwplyE2NcHou2/S0NHF2Htv3x+r9+Qz616vKCV9br1i4xvFzjM8K1lOSfpaN3/uVmlXz73o9pUxmyf6VTCybrlnYlANlmWRiS8TnZ3lyb4ujvd08bdvX8Tr92OYBrF0lpaGCrsi3Z+joh4J48bc4LudaRgsjEwAkFhYIp1Ok0wkaMTiqNtPRLgxC0W6jgziDwcpZHIsjk9x7Tfv0tzVwY0337s/1tBzJ9e9npQSKSR+ZQ+4Z7Gl5L10Gc+9pLLNEp+e5NIPvnN/kx3Asm2ysRWysRXi05N87E//YtPrY6dHZ6pkcatgciqoqqDqEk1z9GuVBoHpdJrZu3fR83le6O8nnc3yDzMzhCMRpJTE8nlaAoHND3yvo2gtzIEVu4+wLvAKQdGWeDdgwrdWu8ZmZ1haXqZQyNMRjtDf2ICeTVFM+2umXUu2JKALArrSFnuVOVlgyS7SLCpL2FqamObtb/3gflMEcIw9UisxUisxlsan+cK/+dNNra+aELilxi07zXHRoJon1CtCVG0OaEubQjrO8vQUR7vbONLdzt++dRGP10e5XK5Ou646tCnqknBg441j1sZdk/FFstks8XiCUKPJgaETtDa5wSrVLO4Kzq5O0Le5n0mxe5BScjZTxkbiq8BEeau0a7tbY7hgcjVn8MkGFdivT+7FXavcG87n8szPTVIupHn+6aPkcnn+8cfvEwqHHe1aTdyVypoVKnY/3gZw+cAoOB+vh2kZzMad9XUpMc3Kygq5XI7u5hAdB0PYviy5Uoq+liMEPGHy5QzziTEujr9Ba7iby5O/vT/W0e7n172eUXDmt5G5KXYnC3EYX5C0NkAl+RtbEXsVQhD2O81YXzwu8XnU860eETXIGZJSkjXLTC4t0DbUT8ehAU7/7XdJp9OUymUysQThlqbKxkaiq5ymuiXo2/ib3Vrtmoovks8XiMVjBEIGT/cepaPVi4ZRU+1qSWgIqPtvL3MhUyZvS0K7SLs2uwS3CxaXswZfaVJx/XqkVrUuxWKR+eU5EtkETz73JKViiZ//P78kFAxh27KqmpzVmSrqD5cPvGEoJDZ2/FrtupycJRaLkclk6Gzy0TYQRAsUKRiZmmlXswgurzNHxR5lZQXOnoX29opOn0gk+B/Xrt035gAnV2o5l2M5l2M8keDfPvPM5vfX2trgzBn45jehpaWiuSl2ObXYc5WwtLTE1MQoLY1BujqaSafS/OjXl2loaGRhKVZlTY6Ku9YrqzFNW8p1614+rF2LxSKxWAxvsMRT7QN0t7fg0SWhGmrXsglNIfVut5e5lC2TsGyerKAr21Zp17AumClLLmTLyny3nhFa1TnD5XKZ2MIsqeVlTg0e4AnT5L+/c4VAMIhlWVXW5Kic4Xqmxa0xWtiYufLanOHk4jyJRJJ0KkVE6PSFg4SkhZHL1i5nWIJHoJo+72EKJcnlUUmDv7L8ja2qeW1pgNE5yWICupo3PS3FnmA1r6k6YtEYU5MjhAMunj91jFQqzau/uEikIcLCYjV+EvfmqPKa6pNwGNxuKJVgAw04DMtiJB4HYHx5mYWFBcrlMp1dXQQHBliybfRikSMtLYQ9HjLlMmOJBG+Mj9MdDvPbycn7Yz3f3b3+/IpFaK3AiECxa5i/CNlFaDu++XO3yqvJ7XeaEU6fVua79YyGVnXLbtM0iaViLMYWOXziMIPHh3jtv/8Uv9+PaVbnhQjKC7GeaXVr3Cls7Ni12jW9tEgqlSaZTBK24VDAT6MusAr5mmlXS0qkEIRd26tdt3yn8M60jdcNWgWJPpPD5+8vNq0dAxx64hPksgluXvwVtm2RiM6Rii/Q2LKBl5cP0RiEOzM2Xy5rKpG2TtHRK3bblhIW5ueZnJrEtiVHjh6hq7OLcrnMmZ+dJbYSI5fLMTY6zqnGU+gVbDpJAZoKRtYtPa0a1yY21ma7XMxx4Z3vUyyViEVjGIZBJNJAOKgxfPWXAJx68ZscGDrFqZe+ybk3v4NtW4zcfPcD47R1DdJ/eP1En3wJ/F5ojahn314lMQ7pWWjsr+z823Pn7q+vnY0HOXHgZTKFBOdGf4EtLVbSs8SyC7SGN7e+esKQnHQMeJX5bp0i9HsbkZWtr4ZhcOfuMPHoCo1NTZw8cRJ/wE8mneGnv7nOSnSFdCbNynKsss1SaQMaQqhE7nqkw6MT1AU52yawgZbb5XyOqz/5J1KpFKlUCpfLRWdnJ16zxK1f/ASAJ7/ydbqfPMmTX/kaV374PWzbYuLcex8Yp6X/ID1PP7vu9fKWZMin7r29zOi8RADuCtq5bqV2bQlLJpcgmYUmlahdn7g9sCZJbLMsLa8wMT5GuVxmcHCQ3t5eTMvitdvTrERjzM3NcWdklI8//RQuV4XbQLpKNKtXmjXPvW7W61PK5Xnv+685iWWxGKVSiXA4TEhzc/uN0wC88M2vcPDUk7zwza/wznd+iG3Z3H733AfG6RzsZ+j5p9e9XhkbDxqNQpmj7lUWyjYTRZN2T2X7XzNXLt5Pom3u66f/+RcppJIMv/k6tm2RWpgjs7RIQ+fmuqv5NIEpJXfyhjLfrVdcLtB1p5twBZimyfDYGMsLC4TDYZ599lnC4TDZfJ4fx+PE43EymQwLKys0Hziw+UQ2y3Lmt143ZMWepMWl0egSpExJZAOvUOV8jms/+QHpTJpEIomuabS3d+CXJnd+9RpQW+2atSTHA66KTNEVu4M5O4+BxFvh/tfo+Sv3jXc7Bvo4+onnySVSXP7Vm9iWTWxugcTCEs3dm+uq2oibqCwRo0Q7yoGyLtFdVJNIG43HGR8bpZAv0Hegj/7+fizb5md35lheWWF+fp6bd+7w4qmTeDwVmEvbNriVOWW90hpx7j7bluvmnazGXQ3TJBaLUSwUCAaDRII6U7ffZIraxl1Xm562Rqr4ARU7StqS3MobtLkqW1u3Sru67jWyua7Md+sWJ55ZeeMY27YZG59gYX4Ov8/HqVPPEGmMkM8X+NmbN0jEk2QyGeZmF2hpbNj8Mn4v7oqKu9Ylbj809ED0DtCx/vFFI8dvb/wj2WyWRMJxPWptbcUdtHh/7McAfPLYKxzqPMXLx17hjevfxpYW16ff+cA43U1DGzIwKmegcUAZGO1lJhcluSJ0VuZPumWx15YwzMUksyuSQz1qb6Qe0REgKi9TSSYTjI9PkE6n6e7pYfDgQZCS8V+8w8ryCgsLC9y8dp1TL72Az7f5/Q8bcKsilbqlLSJw6VA25f1Gy49iVbtalkUsHiefy+H3+4mEdGZH3mF2pLbadTUerLTr3sWwJZdzBs0urSKDha3SrpoQBDXBxWyZLzd6VfOOOkQIgSY0TLkxA5kPI6VkcnKK2dkZXC43T514itaWFgrFEu+/doZ4LEE2m2F6appIc2TT95CUEqRTqKqoP4QGzYdg4jcbO75o5Hjz5nfJ5XLE43Fs26a5uRlvWHJuwom71lK7ljLga4RgZb6tit3AnTsQj8MTT1R0+rm5ufvGuwcbG3n5wAEShQK/GB3FkpLZdJqFbJbu8CY3ONrb4dYtZ34vv1zR3BS7GyE0QCKlrOj9qVgocuv2bTLpFO0dHRwaOoTb4yYeS/DaG1dZWlrE7w+QTKQqrMmRIFTOcL3S2iDweaBYgsA6Wxur2tW2beKJBNlMBq/XS0NAZ3H8fRbHa6tdAWwJ7U1KV+xVpJRcyhmEdbGrtKsQgiaXxqWswe+3SJU3V6+43Pfim5tHIpmZnWN6ahKB4Pjx47R3tFMum/zk5hTReNzxk5icpOmpJ9AqNdHVVNy1Xhny6lzPbWzvpJzPce21H1AsOKb2pmUSaWwk4tIYf/NXQG1zhnOWJKgLOiqs51DsPNPLklga+toqO3+r4q5hPywnnbhwV7NaW+sRcd9PwgY2v4aVS2Xu3L1LIh6juaWFw4cP4/P5SCVT/PQ311leWcbn9RGLJir2kxBC5TXVLd3djgFvNrsh892cYfCd69dJJpOk02ncbjddXV0UvF5+cPcuAK8cO8apzk5eOXaMb1+/jiUl70xPf2CcoaamjZvvHj5c0Y+m2B0sXgLdDVoFW2Bb5dUEEGyDpWtQSqum9fWKY75beV7TwsIik5MTmKbF4cOH6O7uxjAMzvz0LLFolLlcntHhUU698AyuDfjxPHyO6t2uXunz6tgbvP1WtWu5VCYai1IuGzQ0NNDk1pl+9w2mqb12DWnQ6a4j891iWbKclPc74m0Wo1y8//Hg8Rdp7z4EwMzYFZLxBQDsCjfDgj6IpiGWhh7VUKAu8RNw7o9NPtOLxSIjIyP88G9+zIGhPp554RnsgsXojRFuXLhJ0B/A1+sjl8uSzCQ5d+4cBw8O0NHRueHGKKv3rRdVJFWvtGyiCNS0rPudtT1eL93dXY8sLG7vGuKTX/7X3L3+NvGVGSzLIBhqpGfgJIeOv7Shjft8CSJBQSRYyU+m2A1k5sE2nI7ulVA2H6yvT/a9RE+zs76OLF4mlpkH+ECnlY0iBOheSE5UNi/F7ke4AgjNg7TKCG0TJkESlpeXGB0d5Ue/vMBTTxwh0tLH4kqSXH6Ri1dHaG5uJhAIkkknmZ0ewzLzDA0O4vP7N34du4xwN4BWgTmDYtfj1wQ9HhfDBYO2Ddx+6XSa+fl5TMMkEokQaXx0cnbLwCAf+9O/YPzMuyTnZ7EMg0Ckkc7jT9H//MfXXV+llEgEXR61Ub9XsW2nyDJQ4ev5VmrXgA9iGYimJU1htWFVl4SaqMTYvmyUGR0d5a9+/g4Hu9r5+MknMV1+bk7Nc354Ep8/QE+Pj3wuSzGd5OzZs/QP9NPd3b3xRjCrxg8BtVNfrzThQZcCAxv3OveFbdskEgnSqRQut5uuzk68jygs7hwa4Av/+k+59fYZVmbmsQyDYGOE/pPHOfrS8xvSrgVsfOg0ot7t9iqLhkXehr4KmrIBmKUH6+uB516g9eAQAPM3r5FectbXSrQrQFAXjBXNiosYFLuc5mYIBiGXg8jmKsljsRjDw8N8d2KCpw4c4JmuLlZMk8mlJc7Pz9PY3Iw/GCSTTDI/NoaVTDI0NEQoFNr4RXI5Z37Nqs17PaIJwaDPxTvp8oaOz+VyLCwsUCqXaQiHaWxqfOQ6Wa12BTClpN+riqT2MouU8FbR2NEolu5/fOTF5+g6dBCAiSs3iS8sASA3Gk1fgxeNMjYJadAulPluXRKMOBpRSjYcEMUxtR+fGOe/vPZbDrS38OLTT4EvzK3pBc4PT+Lxeunp6aGQz2EWcpw9e5YDBw7Q29eLvqmiEwnhCp29FLuetntFoIUy6+aeSClJpVIkk0k0Xae9o4PAI+IMtYq7+r1Ooapib7JQtshakgPeytbXrdSuYV0wVbIwpSoCrUs0N5oriG2kNn1qKpliePgu3/3xaY4fHeSZp58gnsozsxDn4tURGhoi+P1BMukUy4szXDJyHBoaomETGlnaZYTuQbgCm56fYm/QfBgWr2zs2EKhwNLSEsVikWAwSHNzM/ojkrN7mof46rP/lquTb7Gcmsa0DUK+JoY6TvJk3yc2FJ8w8tCsGj7vaRbiToOCSvdetyr26nYJLFuykoJDPRVNTbHLCeFCILCkRN/E/WdZFlPT0/z0//xrmnu6OPHCc0R0D3O3Rxi9cBW3y013VxeFUpGyBufOnaOnt5f+Awc21fzUkDZNQsW96pWWBgh4oVACzzq3hQQymSyJRByEoLWtjWAw+NB091po12IZfG7HIFixN1k2bNKmTUuFhUZbq101VgybjCVpqKDhuWL3EyBInNimz8tms9y9O8zPvvVzBo8O8vTzT1NMFRiZd2pywqEwfl+ATDbDcnSFCxcuMjQ0SPMmYqgmJi6h4xWqJqdeiRzYuH9WqVRieXmZfD6P3++npaXlke9qtdCu5Qx0nKisOF+xS5ibc/6u0DytaD4w13qpr49D955flxcXmc9kAO6b824KTXPicavzU9QdwhV0Hh7SgE1oRCkls7OzTE5O8rM3rnDyqWNEWj3MLkTJ5YtcvDpCa2s7gUCeTCbFxPgwtllgYOAgbs/Ga3+kXcblbazgJ1PsBVoaIOAT5EtyXfNdCeRyeeLxGLaUNLe0EA6Ht0y7qqane5+0JYkaNuEK19atjrsmTJtlw6Zb1X3VJ00dMD+26dPyhTzDw8P87RtnOXygmxdOPEnO1rgxOcf54UmCoTA+f4BcJkNqZZlz57IMDg3S1taG2Kh5hWk473hB9YCrVzo9LqC4oboEwzSJRmNksxl8Ph/tHe243Q9/V6tFznDWsjngdRHWlfnuXiWWdrSlS99dcVchBLoGS4nKzeMUuxvhDiI0D1hlcG3C50HCwsIC4+Nj/PjXlzjxxBEiLQEWlhL3tWtLS8s9P4kU05MjWGaegwcPbqr5qbTLaL72e83PFXVHJAJtbTA/Dy0t6x6eSCSYn5/HsiwaGxuJRB7tJzHU3My/ffZZ3pqcZDqVwrBtmnw+TnZ08Im+PrT18gxW8+i7NtcURLF7sMqQmABvha/nW+XVBI7hbmra8ZNS5rv1SUAEnMZDm3y1K5VKjIyM8Opf/4i+wV6e+fgzyJJk9MYoNy7cJOD34+vpJZvPksplOHf2HAMHB+jq7Nxw/p6UEgR4VT1Y3dLp1tEEG6pLsCybeDxBOp3G43Hy5jzeh8czaqFdc7akwaXRVk/mu9EU5IrQVuGC09IxQHRpEoDx22fQNJ1cJk46uQxAONJKY1NlLyReN5QMiKYkPa0q0aceCWgBkGzYRENKydzcHBMTk7hcLtrb28nH85z+xemPHKtrGl/7468xdGKI8fFx7ty5y9zcHINDQzQ1Nq57LRMTN278YhNCU7Gn2GgRaDQaY2RkhEPP/BEHDx6kp6d73fu1saWbj3/2TyueW74ETw1U1kFSsTtIz7Lpl+m1dDYOsHjPIffmzPtoQidTiJPIOuYKkUAbzaEK19cwJMbBMpxuL4r6Quh+NHcIq5wCNubgXSwUGR4ZJhGP097eTndPD9PzMabn3//IsT6fl1e++g36uiKMT0xw7vx5erq76e8fwOVe/7VVWmVc4Tb1fKtjDno1ruQeH5AxTZPx8XHm5+c5+S/+HUePHCEYXP9+bejs4tQrf1TRvEoSPAI6VRLGniWZg3ReEqwwD38rtatLF9hSEk3BYVUEWp9EWkFoYFsb6mYtkSwtLjE6NgpAS1sbCVvjl1fufORYTdP4k8+/zMmBbiYnJhkdHWVubo6hoSFaWlrWT/gxy+DyQKTCFrmKXU+jcOMXOgUs3Dx6UzKZTHJ3dITjv/8l+g8c4MCBA+tueDZ3d/LJP32l4rkVsegTATxVmMspdpbFso1Erh94fgRNvf3EZ6YAmL54Dk3TyScTZFec9TXU3Eq4vbOisUOaRlQVgdYvbjcMDMDFixs+pVwuMzIywsrKCs3NzXT39TFjmswMD3/kWK/Xy++//DKDPh9jY2NcuHCBzs5ODh48iHcDXZXJZOCZZ+ARzbcUe58+r44p5WNjE5ZlMTU1xczMDMf/5C84evQoDQ3rZ0dUo13Ne/Pp2OZApKJ2lKRFQpbxUfn+Q9tAL0uTMwAMn7mIpmtk40mSyysANLQ209jVvulxhRBgQ0JuzHhasQdpaAG3B4wSeDaWUBONRhkeGcYyLZqaW0hLN7+++tG1VQjBH332JU4N9jI1NcXk1CTz8/MMDg7S3tG+vna1LSeRsUF13K1Xmhsg5Bfki49v/JzJZLk7PE7fk9/kpZ5eDh48iL5O8Ui1cddcEZrCqunpXmbJsDGkxFth45gt1a6qCLSuEUKg+duwissbPmc1BrYwP09DJEJXdw8LKxkWXj/7kWPdbhf//I9+l0MD7YyOjXH58mXa2toY3GjzU6uEcDcgdGW+W6+Eu52/pe2EKB6Gbdv3DT0+O/CvOHLkyIaMsFrD3XzhxJ9VNK/Vfg8NKia2Z7FtyVy08qansLWxV00IFuOqCLReaRIevGiUsAhsMD0+kUwwfHeYYqlEpCGCni1y+7fvcfvDBwrBJ3//axx89gQzMzNMz8ywuLDAwMAAXV1dG2rqjIBm1VC8bgn5oSkkWE7Kx2rEfL7AyOgUPce+xnOdnQwNDeFeJy+uau1acho/N6sCvT3LQpVNT7dau86UbBYNmwaXij/UI2ERJmovbzhv3bJsJqcmmZ2ZJRAI0NXZSXopxTs/ffsjx7pcOt/8s2/Qf+wAY2PjXLt2nebmJgaHhghtIOfTxMCNBx+qJqdeCXc7mvVxdQlSShYWFhgbG+OTvf+CQ4cOOUZY6+SqVKNdwSnQbzxY8emK3cDoKGxkn+wRDDQ2MpFMAvD+zAy6EMQLBZayWQDaAgG6NtPIeS1+P4xt3jxOsTfQ3BGE5kNaJcfIaANkMxnuDg+TzWbp7e2lq3uF8eklxqeXPniggEAwwCtf/zRdbSGmJidZWl52mp/29KJtxHRN2mge1VC8XnHpgu4WuD31eJPbYqnE+OQsXUd+lxOtrRw+fBjvI8wVVqlF3DWgmp7uaVabnrZU2PR0K7VrUBPMWbBYtlTctV5pasexDd8YtrSZmZlhanIKj9dDR1cn0ZLkZxdufORYXdf5sy99iid7OxgbH+PWzVs0RBoYGhoi0rABA5VSHnwBp25IUZd0ejR8mqBgQ+ARjxgpJSsrK4yMjtL31d9ncHCIrq71jbCqyRkGx8Bo0Keee3uZhbikwm1hYGvjrgGvZGZl414+ir2FcAURLj/SKiI2uP9ayOe5OzxMKpmks7OT7u4epuaiTM1FP3Ks3+/jla99it6OBiYmJji/skJvby8HDvSjuzbw3LINdJ9aW+sWIeDIEXhIPddaDMNgdHSUpaUl/j9PPcWRI0cIBNbPdesOh/mzEycqm1suB4EAdHdXdr5ix8kuQSkDgQofIVvp1aR7wSpBZgFaj1U2P8Xuxi8CIMQmvBBhfmGeifFxNE2nra2VfLzAe7947yPHaprga3/0VQ6dPMTE+DjDd4eZm51j6NAQzU1N617LxMSFrrwQ65gOj0ZQE2QtSeNjaurj8TjDw8N0ffkbvHTwIL09PevmxVWrXTOW5ImAC32bdcWWmu/G0pKy6RjdVsKhJz5BIZdiZvwq0aXJ+8IOoPfgSZ589ktoemWC33kASaIplUhbr/iFHx0NCwvXOrd6NptleHiYTCZDd3c3BwcHCekhJocnSawkKRacjlPBUIDOvk6eeO443f3Oy/CTTzxBqifF2Ng4V69cpaW1haHBwce+lJsYeIQHL8rtvV5piUBPq2Bq6eFFoKVymdGRUcfQo6WZI4eP4PNtfdd1w3SeeQe71CbWXkVKiA2Dp4oi3hMHXiZXSjG6eIXF5MR9cQcw1PE0zw99GX0Dxm8PwxOGfBRyS9DQW/kcFbsTIQSarw2rsH4RqJSSudlZJiYncbvdnDhxguaWFnIlneHxWaKxFIVCCSkloVCA3u5Wnj15mAO9HQC0trYxOzfL9NQUi0tLDPT3093dg3hspECie9cXfoq9y2G/G48oUbAk/g91a5RSEo1GGRkdxbIsDh8+THf3+qb2tWDZsOj2ahzwqmDkXiWakuRL0FphodFWalcAXRWB1jcNreD1QzEPgfBjDy0UCgwPD5NIJOjo6GDo0BCe1jnuzi2yksqQL5WREsJ+H31tTTx/eID+dqe749GjR+np6WFsbIwb12/Q2NjI0KEhwqHHXLOYB69K9KlnAuj0CD8jdpYG8dENPMM0GB8bZ2FhgUgkwlNPPUkwsPWOQraUGNgMaMrcYy8zVTLxVPEu1v+xFylm0szfukZ8Zup+Ui1A1/ETHPnM5yteX1UR6D5gaAje+2gg8cNIKVlcXGRsbAwhBMePH6e9vZ3i/Dx3o1FW8nnyhoGUkrDXS19DA893d9N/rwFbc3MzCwsLTE5OsnyvWKWvrw/9cfdmqeTMT1G3HPK5CGnikQbfiUSC4eFhSqUSAwMD9PX1baiLZ7WsGDatLo0h3/+fvf+MjiRtzzPBKyI9MhPee1cW5VHeGxTQ3VUo8iNFI404EjWizFDUjnbHrCjtoaQjjTRntBRHSw2HEqmhJEr0RoVqA5T33luYhE14m95ERrz7I1Ho8gZAJkzH9Z06jeoCIt76Mjoinvd+nvtOqDSok0CmUAihksHsU89W795G0OOj++Ezhrv7Zox4Aco3rGHj0QMfvod9ALMkMyzCH/9GnaVJWk58ECQS/Kj5biQaT9YeGx0jKyuLFStXYMkd/KTatbqqmqLCIjo7O3n+/Dlut5uq6irS09I/cMKQXrsuc4wGiVUlElceC3LS3/5zVdXo7u6mz92Hw+5gy5YtpDo/vMcyHwghCIRh91o99HQpMxBV5zSkksjaVR8CXf4YzOkon/KNAsbGRl/RwFZSWFiISson6a61W2oZHh6mq6uTW7dvU1xURGlp2QfDT+Ohp7n6/W0Zk70KrBnx/g77O/I3vF4vra2tBAMBiktKKC8vn3Wt8DmExsGaHl+fztJkrqGnkFjtNcUicI/FTYLlubwE6CxKnBixS0aCIvZR810lpuBydTL0UgNbv45Cq5OBtk68o+NEQiGEENgcDrJLCqmq3UBOWbwZ7qXhbld3N+2vhJ9mZma+99mpIDAJmQx0893liiRJrCmT6B5+dzCbJgR9vX309PRgsVjYuGkjGdNaQ6LxBGDXGhmLSb/vLVWG5xh6msja1SxBVAiGoyorbbr+sBz5nCHQ7zWwKOUV5ZQUl2AV1k+aydm4cSPj42N0dnZy984d8gsKqCgvx/yBQFOFGJlSKgZJ3zdZrmRWgyP//XMJgUCAtrY2PB4PBQUFVFZWYjLNXkf7VCJeMNkha2XCT6WTKIJBcLthDlrCntJSPJEID4aG6JqamjHiBdiYl0d9VRWG2fYBOJ3Q2wuh0JwMgnUWJ5LBjGxOiwezmT58DaqqSnd3N263G4fdzpbNW3CmOtntjX3S3nBeXh69PT10d3XFw08rKsnNzX2vqb4QGkgSsvkTjAR1liwrimQedaqomsAgvz2TMzAwSGdnJwajgZp1NeRkJ0eHn/RJrClDDz1dwrwMPTXPct81kbWrLEkIBMOKNquf11kCpGaDbISYAsYP1wRer5fWtlaCgSDFJcWUl5Ujp/d+Ul/T+nXrmZyaxNXh4v69++Tm5lJRWYHN+oF3tkgwvj5b4vtYdBaGYrOBIrOBwahKueHt/bFwOExbezsT4+Pk5ORQXV2NxZJ4P4mwJjBIEitTEl8n6ySG+Qg9TazuCt6AwBOA9Flmz+gsXiRJxmDNRvF+PBxIaILevl56enqwWixs3LiJ9Ix0fCHpk2rXnNxc+vr66OvrY3BoiIrycvILCt67Hy1EfM5aNqfP299XZxGydi188018/uqN56YQgpGRETo6OhBCsGrVKvLzP25qPy8MDUF5ORTrRjpLFd8AKAEwl83u5xPp1SRJgARe9+zWprP4sUk2jBiIEcP0kbmwQDBIW2srHo+XgsK4BuY0Oj9Jd12zZg1FxcW4Olw8eviIzMwMqqqqsH8g/FQPPV3+5BhlKq1GngYV0t8xUx+NRulwuRgZHiYjI4ONGzdiS4JGFRMCVQjWLkDtmtAOF18orsXM9gVFlg04UjMxma1EI8HX/mx0sJPJMTf5xbPvtDYaYMI/6x/XWeTYSMGEGYXoe813VVWjp6ebvulk7U2bN5OWGnfcWr99Heu3r/ukc6WlpbF582ZGR0fo7Ozi9u07FBYVUl5W9s7mDUUoZEhZyJJu7rFcMcgSm6tlOgZeFyMFMDg4SKerE0mWWLt2LTm5OZ8aBj9nxn2Qmyaxqlhvol2qaAqEJ8E4h/cTWTKQasvCbLQSUV5/vg5Muhj1uimd5SSTyQaxMISndPPd5YrBnIHCh9Po/D4/rW2t8WTtoiLKKypmBvG2bl7F1s0fv75kg0xpaSn5+fl0d3fT4XLR399PZWUV2dnZbzX8CE0ByYBkmqVzps6SYHWKkQqrgb6ISsUrYmQkMm3oMTZG9kyyduJFSIgPx/hUwY9lWrDow3lLFn8obnBvNCzO2tVsEoz7Zv3jOosdRzrY08A/9V7zXU1ouPvcdHd3Yzab2bBhA5mZmQBsX1XB9lUVn3Yqh4MNGzcwMTGBy+Xi7t275OflU1FR8e77ZtgPeeVxc2CdZYkkSaySnbQLP4rQME3vU7xM1u7o6EDVNFauXEnBB4Tr+cZLDAdGKiS9i3YpM6xo2ObwfiQbDKRkZGKyWImGXn++TvR04RkcIKdqxayObZZAEQJPTG+kXbYUFoIsg6LAe4brgsEgbW1tTE0na1dVVc3s5W4vKmJ7UdFHTyPLMkVFReTl5dHT00NPT098WKWykry8vLfvm7FYfF2fcGydpUuZxcDqFBMPA8prBt+KouByuRgaGiI9PZ3169d/UrL2fCCEYCKmcSLTqpuOL2GCQkURGuY5aEuywYAzMwOT1UIkGHrtz4Y6eyh2D1K0anYG4SZkPOKT7ON0liJmK6TnwWAnODPf+S0CweDAIK5OFwbZwNqateTk5CAhfVbtarPZqKmpYcozhcvl4sH9B2TnZFNZWUmK7R33zZAP7Onx+lpn2bKuXOZ2q0YgLLBbv3/HmpiIG3pEo1EqKyopLimetRHN5+ILgd0KNeX6s3UpMxLVsMzhmklk7SpPh4p7VD2Ybbkim9NAMiK0KJL8bjOhlxrY+LQGVv2KBvapuisS5OXnkZOTQ5+7j77eXgaHhigvL6ewoPCt8NP4kIrAYEmf499QZzFjz4WibeBqed18V1VVurq66He7sTscbKmtxZkEU/uX+Ieh/CA4C5N2Sp15xh+CiAKZc7hsEqm9WkwQCAsiCtiS01Kgk0RkSSIfK0+F9wNGQnENrL2jA6FprFy1koL8uAa2YvtmVmzf/EnnslgsrF61iuKiIjpcLh4/fkx6RgbVVVU4HG9PGAeJYZMMpL8jDFNn+bC2TObKYw1v8HWzII/XS1trG8FgkJKSEsrKy2ZvxPaZhCICkxHWVeg9TUuZiZiKYZHWrpIkISHptesyxialYMSIgoL5PSbyiqLQ4XIxPDQc18A2bCBlehDvU2dyJAmys7PJzMxiYKCfnp4eRoZHKC0tobi4BIPh9fumEAJNqDhlvWd4OWN2QOleePJ74CyaHjwHNE2jt3fa0MNqZdOmTaQnydQewDcIeesha3a3Tp3FgMcD4TBkZc36EAZJIstmw2o0ElRe10hdk5O4vV5Wzdaw0maDycn4OnXz3WWJwZqDGvywi8bkxMT3GlhlJcVFxTN7uZ+6N2wymaiqrqawsIjOThfPnz/D3e+muqqK1LS3DXaFGkKSrbr57jJndYlEplNi0ifIfuWjDgSCtLa24vV6KSwspLKyEqMxOSEHSkwggE1VBj0UcAnjUTXeuyn3CSSydoV4/Tqp9wwvX9JywGqP9xC9p68ppsbiGlh/Pw6Hgy21W3A64mLG5/Q1ZaRnUFsbDz/t7Ork1q1bFBcXU1ZahtH4Di+LSAhyS74vaHSWHSZZYm+qhd8ZCaCJ7wO0hBD09/fT1dWF0Whk3br1ZGfPvgb5XIajKmUWA2v1wKwlSygKwbDAMgdpKdG662Qg3kOnm+8uT2RLFoi2D/pJeD1e2tpa4xpYaSllpWXI03u5n1q7GgyG78NPu7poa2vD3d9PVWU8/PStV0wtiiSb9Np1ubNhA5SWwuBg3Ox2mlAoRHt7OxMTE+Tm5lJdXf3BEL95RVXjYVkHD8K73vt0lgQRT/yfsx3JSaRXE4DBAv6hWf+4ziLHig0zFhSi7zXf1TSNnt5e+np7pzWwjTMa2Od4IaY6nWzatImx8TE6XZ3cuXOHgoICyt8TfhpFIVtK00NPlzGSJLE71cyjoIKiCUzy97Xr8PAwHa546MLq1WvIy8tN2j7tqKKRazKw0b7MzHfVOe5Dtj2+ROvjiwBUrNrO6o2HGHB38ezuKSJhP3cu/zGHG3+RlFkO0slSfGNeZ3lilIxkSzn0ab3xxO03iCdrtxOJhCkvL6OkpBR5DoYgkgS5ublkZ2fjdrvp7e1leGiYsrJSioqKkKcbJVWhIiTIkpOT+qizcKwqlshKlZjwCXLSIBgM0drWimfKQ37BtKFHEosqIQS+EOxdJ2E16xv1SxUtBpoaD2KcLQ97LvKg+wIAa4p2sK54H6OTA9zsPkko6ufC0z/kJ3b8Eg5r+mcfW5JBaPF16ixPDCkFSMYURMyP9EbStqqq9Ewna6e8kqw9F8xmMytXrqS4qAiXy8XTp09IS0+PD6u8MuSnRb3IlkwM1pw5nU9ncWOUJHanWvid4SCqEMgQT9bu6sQgy9TU1JCdnZ3UhpuJmCDDKLPJoQ9ILWVi2tz6GN5Vuw729/D0zsl5rF1nvz6dRY4sQ+UGuPVt3AX6jYvR64sP4vkDfkqKSygvL58xtZ8NEhJZmVlkZmQyMDhAd3c3I6MjlJSUUFpS+v2xNRWUCFR82kasztKlVEohR7IwKRRysRCOhGlva2d8fJzsnBxWrKjGYk7uBLpPKGyW03HqA8hLmqgmmEs2QeeNK3RevwxA6eatlO/Yy0h/H11nm4kE/Txq+lN2//zfxJaW/tnHlqajQNXZL09nsbN2LRQUxFOFS0pe+yNN0+jr66OnpweLxcLGjRvJyMiY0+mMRiNVVVUUFhbS2dnJixcvcLvdVFVVvX7soSHIy4uvT2fZIkkSu5xmHgQUoprAJMHIyCgdrrihR1KTtafxqQK7LFHrSFJjkU5CUBEgzT70FODppRs8vXgdgBXbN1NWux41HOH6HzUR9ge59sdNfPWLP489/fMbEuXpNb7aQK6zzKhYB32t0yLF63VpIBigrbUNj8dDQUEBlVWVmIxze59PT0tny5YtjIyM0NnZye1btykqKqKsvOz7YwsRD45Zv++tNeksL0pyoCxPomswbngbVRRcHS6GX0vWtiZ1TeNeWF8hkTe3V0mdBSYi5rd2rdy1n4GebrrPz712BRBIqELva1quyJYcDJZM1OgkBusbPUQCBgb66ezqwmAwUFOzjuycufUZyQaZsrIyCvIL6O7uoqOjg/7+fqoqK8nK+j78VMQCSMYUDCm6++lyp2Q3dF+AaADMdhgfH6etrQ1FUaisqqK4uDiptasSir/Sle5J2il1EkBMFQjBnJ6vb2qvJVXbiUb83L/6x3PWXmUJNDH33madxUuFbOeZ8L4WOvmSVzWwnJwcqudBA3M4HGzc8H346Z27d8nPz6eiovy1Y/tEjM1yOlZ9SGVZk5MmsapE5l6HRpodYqpKV2cX/QP9OJ1OamtrcTiSGz466oGSXImyPH2/bikT0eJ9crPlzdq1avcB+ru75rF2FcT02nXZkkIKaVIaE2LiLfNdIWBkZJiODhdCCFatWkl+fsGc+vBkWaK4uJi8/PxXwk8HqaisIC83b+bYCgpGyUi6rG/OLXeKdkD7NxCeAlsGeDweWltbCYVClJaWUlZWNjOrlQxUBTQFyvbPfjhfZxGgKHGzjDlcOxd7erjQ3Q3AjqIidublMRkO86cdHfijUf7w6VN+accO0q2z0C5kOb6+mN44vFwx2guJTj1BqBEkw+t1qRJV6HB1MPKKBmadowmzLcVGzbp1eKbi4af3798nJyeHysrK144tFB8mRwWSUXfOWs44UyQ2VEpceCjIShUIIejp6aW3txebzcbmzZtJS0tuwMGYF/IyJKqL9Np1KRMTIDH72vBdtetAT9e89AxDvK8poum167IlxQklK6H19jvNd8fHx2lrj2tgVZVz18AkSSI/P38m/LS3t5ehwXj4aUFhAfLLYiEaiYtfxStnfS6dpcEmu4kso8xYLG4a5Pf7aW1rw+fzUVRYSEVFxbvNmROEJgR+TfATqWbMcxHtdBYUVYvrmnPZ9nhTd61YvQfP1AhPbv7Xueuu034Sqj6Us2wx2gqJGmwINYhkfF3fUmMqnV2dDAwMTGtgW7HPUQOzWCysXr2a4qJiXK4OHj9+REZmJlWVVa8dW1O8GKw5yJZ3G+7rLBOs1rjJ7b//96BpCEnC7XbT1dWFyWRi/fr1ZM0hWGtWjIxAbi7U1ib3vDrziqp8/Hs+xJteTZsrDuMe6poXryaIlw9qdG5r1Fm8GCQD2VIuvVoXNlLeqkunPB7aWtumNbCSOWtgkgQ52dlkvRJ+Ojw8QmlZKcVFxTPhp5rQEAiyZN2rabmzPsVEgVlmWNEothgIhUK0tbUxOTlJXl4eVVVVyTO1J+6FOBHT+FGWDach+cJrQqv0ufbQ9HTcm/l65bp9IBnocY/iC8nEQgHsdjvDA+1UrNy2YGvUWdxkyzkMigEUoWCaNmxRFAWXy8XQy2Tt9etISXnbnHe2yLJMaWkp+QUFdHd309nZxcDAABWVleRk5xAihF1ykCHpjT7LHbtNYmOlxOl7Gr6JXvr64snaGzdtJCOJydovGfdCmh3WluldPkuZl8+tORkEDtyd+XpD2X5GBsfo7hqAWAqKmMRkAvd4O6uLZvF8lQChP1+XM7LJidFRhjL1HF4x352cmKStvY1oJEJFRQXFxSUzydrzQYrdzvoNG5icmMTl6uDu3bvk5eVRUVGJ2WICLYIptRppLs7UOkuCzXYT35pkOr0BfJ3teD2eV5K1k/v5a0IwrKgcSbOQa9IHpJY8c3h2vVm7Goxm3APjeAISasiHw+GYW+0q6c/WZU/ZWnhyBQIemBasVVWlq6sLd78bh8NB7ZZanM65mdq/iiRJFBUWkZebR29vL329fQwODFJRURE3g/NNxhuPSlbP2zl1FidGSWaNlMp5bZiegVF6O18ma68jOzv5wUE+oWCRZFbI83e96yxN+h89mPm6YsceJrxeXP2DhIxmRFTBZIaxLhclm2YvWuvP12WMwwH79sHv/R4UF89spHi9Xlpbp5O1S+Ii5FxM7d/EZrNRU1ODx+PB5XLx8OFDsrKyqKqqIsVmg4kJ+JmfgXl8pussTtbZTZRaDHT6Q0S7O5iYmCAnN5cVyUzWnkYIQX9UY4vDRLlFr12XMmIuhes0nfcezXy9Zu92njx/RjgSwZKVTsgXQFM1Btu7qN62aRZHn069nfMqdRYtJashNQN8E5AWb6zRNI3e3l56enumk7U3zSRrzwcSEnm5ea+Fnw4ND1FWVhYPPw36wOaM19U6yxpZlthSLdPRr9LjHqWvpx2A1atXk5efR7LHRAJhgSxLbKySk2pKqLP4eLN29QWDdA0OEZBNiEgEi8Uyx9p1Pt4AdBYrkmzAmFqFOnINITSk6SHMYCBAa1vbjAZWMc8amNliZuWqVRQVFePqdPHkyRPS09OpqqrG4XTEDRbSViOb9Np1uZO9BrJXw8ADhQlDO6OjI2RkZLBy5UpsczT0mA2eHshcATk1ST+1ziLjTe31RasLj8eDbM5AC3oBZq+96n1Ny55SKYVsycKUUMghbmAkhKC/v5+ursRoYJIkkZWVRUZGBoODg/Hw05ERSktKKCkpISqDWde+fjBsqJR41AW9A5P097QSi8WorqqmqKgw6fVjJCqIaVC7QsagGywsaeb62Hqzdg0rCl2DQ3gxIIXCWG3WOdWu0jysUWfxIkkSuXI+4+o4mlCRp43kQ+Ew7W1tTExMkpubQ/U8a2Amo5HqqiqKXoafPn9Bv7ufqqpK0tPTCRMiQ8rCgf58Xe6klUL+Jui8EKN3pJPBwQFSU1PZunUrdntyTe0BPL3Ta9qc9FPrJII5vJ/dHRiY+Xp/WRm9LhcjIyOkCoFHVcFgoH18nG1FRbNfl168Lltkay4Gax5qaAiDLTf+LwUMDw/R4XIBsHr1GvLy8phPESwtPZ0tW2oZHh6mq6uTW7enw09LyzAYBBISRmelrn39AFhXLnO7VaNv0M+g+znhcJiysjJKS0uSamoPoMQE/jAc3ChhMenX3lJnLk+uN2tXFegaHGZKSBAIkpKSMvfaVX+0Lm8qNkDHfYiGwRwPQIhGo7R3tDM6MkpmZiYrVq7AZp0/DcxgMFBeVk5BQQFdXV20d7THw0+rqsjMykTyjkJ2ERRUzts5dRYnmSaZbQ4zX08E8fb10N/XR0pKCps3Jd/UHmAwGjcB3mQ3Jf3cOvPHjJ/EHI7xpu7aPzBCb5+bmOQgFvNgNM5Bd0XfF17uSOY0jPZiFJ8LXjHfHR8bo729fVoDq6KwqGhe60iH08HGjZsYHx/D1dnJnbt3KMjPp7yiApPJCFoMk7N6ps9KZxmzbRs0NRHo6OC514vf76e4uJiKiop5nQP7JFQ1br77Ez8BGbpX2JJGMKeH65teTQbJyED3GKFxmaDBj91un71X00v0QPFlTbYhmwHhRkGZCT6NxWK4OjsZHBgkLS2VmpraedXAXgs/7e6mp7ubwYEBKioqyM3NI0SIFFLIlHRj++VOikFij9PM748GiQ734+7uxmw2+6O5qwABAABJREFUs2HDBjIzk//5j8U00gwytY6FqV0T6k5lkOdWMEUjwZmvY0oUu9XO1q1baem/z1DvKF6vl7KpqVkfXwgwGvQN+eWMU0olTUpjUkySKtIYGR3B1dGBps1PsvaHMJtMrFyxgqKiIjpdLp49fUZaWip5K/NY5yjHIOnmgD8Eip0DjLmHmAoYWV0xbeiRZBESIKoIPAH4YrtMbrp+31vKyMZ4SrqYQ8EUVl55vqpRSktLsVgstF+/Rr+nn9TUVMLR4AeO8H6EFl+fQd+TX9YYHeUonnaEGiGmyrhcHQwPD5OekcHGDRvmnKz9ITIyM6jN2MrQ4BDd3V2Mjt6kvDSX/Lw8jPaShJ1XZ/HgQKOo9wWXpmLkCI1NmzaTnp62IGvpi6rkmwx8kWFdkPPrzB9GmTltlr5Zu1qsdmpraxl336XLPY7X66V4YpzyWZ5GaGDSy4flTVoOFK+C9nvgSGd8Ypy2tvlL1v4QRqORyspKCgsL6ezqpLW1Fbe7jzXpFhy7j8VTwHWWPVljIUa7XzBuEZTl51NVWYHRkPwbjyoEkyhslTIokPTn61LHJMHsKss4SuiV52s0Sl5eHgaDkcsP7zA+MIDT6SAcnMsZBEZ9i2R5s2MHfPMNTE4SS02lq6uL/v7+6WTtWhwOR8JOnZaWxubNmxkdHaWzs5Pbt29TmppKidOJcceOhJ1XZ/FgQVDe307LcIhUTWHDQiRrTzOkaKQZJU5kWvUBqSWO4aW5rRCz/iwjwdDM16qisGnTJrp7erh04QZT/QNkZGSgRGcXlS0QyMjorYzLGJsDKjfCg/OQmo3H66W1rZVQMERpaemck7U/hEE2UFZaRkFBAd1d3bhcLgb6B1idYSF18wGk9NyEnFdncVGQOkVorB3XsI3KgkxWrKjGbEq+IKVpgoFx2LpKYlWx/mxd6pgkaU5Dlm/WrpmZmWzcuJGLj+8xOjiI3e6gLOCfwwoljPo73LLGaC8lanyEUPwIo4Penh56+/qwWa1s2rSZtARqYHaHnQ3rNzAxMYGr08Xde3cpyM+mtCADm7MiYefVWTxIskCqeUHHf40hmWOs2bSG3NzcBakdg2NgMEPNT+n9JksdgywhzTFY9E3ttWZdDX29fVxtvYRnvJ/09HRiyuxqV00DWYZkz2HpJA+TJLNGcnJejCCEmcC0qb3P56OosJCKBGpgsixTVFREXl4ePb299PT2MjA4SPrKcmoyC8jXta8fBHnOAOrUc570WinJsbN65UqsVkvS1yGEoG8c1pZIrK/Qa4qljlmS5jST82bt6kjPYMuWLVx4+pCh4SFsthRKfN45nEHSdddlToaUSQr2+OClsON2u+nu7sZkMrF+/bqEamBvhp8+ePCQrJxM8qryyE3J07WvHwCSBMZ17XT9QRBVEazYvILCwuSb2gOEPaDFYM1Pgjn5vr8684nRGC8OtdkP5QQVZebrqKqyatUq7HY7l2/fpj8QIC0tjXAsNruDvyxeF0AD0UkOkiRjSq1CDfYjhEokHKWtrY3JyUny8vKoqqrGZE7Q5y9BXn4eOTk5uN198fDToSGqy7LIya/AkFKYmPPqLCoy7WGMwcfcabVSkGFh69Z12FNSFmQt7jGJygKoXal3myx1jMzNHPDN2jUlPe4nceHZIwZGR7BarRROeWZ9fA0w6+FEy5v8csgpgbF+RE4xQ4NDuFwuJElizZo15OblIiUo2tlitrB61WqKi4pxuVw8fvyY9PQ0VqWasW37EhZgLkMn+azyDvG7L/roEhKbysspKUm+qT1AUBV4NY2fy0oh26QLYksZoxzfF9HmUXetqCjHarVywXWd8SE3qWlpRCORWR1bEyBLcU8pneWJJEkYnRXEfJ0ITUFRBB0d7YyOjpKZlcWKFSuwWhOkf0qQlZ1NZmYWA4MDM+GnFaU55OcX6X4SPxCiGRk8KSrC+gd/gFxYyJYtW0hNTb6pPQCdnVBRAV99tTDn15k35Dluub3p1WQzx/0kei7foXdgDK/Xy0TuGMwikw3ifhKG5LcX6CQROw7SpXTGtTFMmBkbG6WjowNVVVmxoprCwqKEeSGajEaqq6spKirC1dnJ8+cv6O/vJ29VHjWOdRglXZP4IbAiMIH/RQftmsyGoiLKy8uTb2oPRDXBiKLxE1k2Si0Ls2+S0LOmWOLmu7MdAnWm5+CZGALg4a1TVK3eSdA/iRE/+fn5TExM0tc/hunpMyorK7HZPu/FXFEhdWE0AZ0kIUkS+XIBI6ERnnQ+Ynx4kpzcHFbMc7L2h7CnpLB+/XomJyfpHO7E9cSFbzzA0f1O0tPTk7IGneQTDoc5e/Yst2/fZkXmBqYKj5KdZcWwAAKNEAL3GKwolti5Rt/BWuoYzGB2QGh89sdIt+cy4R8E4FpbEzXFu/Cpk5gzYqRL6Xg8Hno7hskx91NQUPBZG/yxcLyYM+kNZcsagy0PQ0oBEwNPeNE5hkBi9erV5OXlz2uy9vuQJImCwgJyc3Pp6+vGN9HLU5eHMm8rmzdvXhBRSic59PT00NTUxNTUFLsOHGc0t4TUlIUp4v2qRkSDv5RjJc+sC5FLHas5PgCqaQJ5Fu9r76tdJc1LQWEhkxMTDAxOYnz4iKrqKhyfmTYVjem16w+C6s0oHQ/peXgX96SPjMwMVq5cOa/J2h/CarWyds1aiouKGXjxmLa+CXofdbGnfJScnJykrEEn+SiKwqVLl7h69SoZlUVkH99Gmt2JcYECg4YIUyBZqTVk6ANSy4AMo4GRVwZNPhdHdg7ekfjz9fmZbymr3U54aopUoSIyM5ia8uAaHMLc20txUdFnbfArQiBL8aQ+nWVMSQls3Yrvz/+cJ0BM02YEwmTcYyRJIjc3l+zsbNy9vYRu3+ZcZSV2t5sdxcUYjXoz7XJlcHCQpqYmBgYH2bv3C/oLV5PuSI4e8SZhTTAZ0/jZbBvlVv2aW+pYMWAUEjFJYJrlJlxaTjaTQyMA3Dl1hlU7a2HSR4oKQbOZ0dFRBsZHKfR6SEv9PKM3BUGaZNDf45Y7lRuIPb9F/5N7dI37SE1NpXZrLQ574kztX8VsMrNy5UqKioroa31Kt3uATlMP26v7KSqaZZeazqJHVVVu3LjBhQsXyLbkYV3149jtaZhNC3O/GZyAvAyJI5vlWe0l6iwuMowSkTkMqbyrdg1NTeHUYoisbCanpnANDGHs7KS0tPSz6gAhBCCw69fZskY22TGlVjLlvkFr53OC4QhlpaWUlJYmR/OUIDMrk4zMDIYGBpga7eDG/QmsQ8/Yuzcrab1VOslnfHycpqYmuru7KTv4JZaOWrIzjAlr3P4QqgK+gbh5Ue765J9fZ36xWcBkiOubsw0XfZf2SnQSh00lYrUxPj5Or3uUrIJJMjMzPuvYSgysFgmzvk2yrKmSHdyPTfBoqJupjl5SUlLYvHnTZ+91zBaj0UhVZSWFhQW09XbjHnBjufqC7k17qKysTMoadJKPEIJ79+5x+vRpbNjZsOqnkS2ZWK0L8z4/6oG0FDhaa8Cku6IuedKMMrEE1K72WITcnFwmJifpHBxGbm+nvKzss+sAgcCu92wua4ySkXw5n2eBJ7xobcPv9VFYVERFRQXGJA3ixcNPtzAyOkLPRDcv7rwgGlE5uO8gKQtkFKeTeLxeL9988w0vXryg+MBBbM93k5thXpDaVVPB0w2V9VCyK/nn15ln7HawWCAchlkGN+fa7Qz648FrTW1t7CouZtJgQM3MxA5MTk4y7HIxYrORk5PzeRpqOBxf32f2GussLYz2EiRzJiN9rbT1jGM2mdiwYQMZmZlJOb9skCktKyO/oIDebhejwwPcaY2wfsdqVq1apev+yxQhBM+ePePbb78lFoFNq36GmDEfe8rCfN6TPoHFBHWbDaRY9GtuqWM3SIg5DBW+r3a1RkPk5eUzOTFBz/Aw8vPnVFRUfLbRmyoEqXrP8PLGYISVW4n0tdF+9w5jvgB5+XlUV1VjSlKogcPhYMPGDUyMTzD64gEPpgQTT7rYV7Rm4YzidBJOMBikpaWFBw8esHXNJrpqdpLhsC3IjLMQgq5IjK0OM/tTdde2pY7FDBaTRESZ/ebwu3TXiH8ShzWGkpqK1+Ohq3eI1Owh8vM/L+hKmdaDFyB/UCeJGGwFyNY8xgaf09o5hiQbWLt2LTk5ucnxk5ClePhpbh59vV1MjffxqMNPtb+VDRs26LXrMsblcnHq1CkCmsZf3LuX1aOjyE7nwixmaioelvVTPwUJDCPUSQ5mOyDinhKzuYW806spPIlmjXshTk5OMtQ7wWPtMVVVVZ+tYcUiYEvO9qDOAiFJEnlyAcPRYZ50PWZ8cIKs7CxWrliBxZKcFyubzca6mhqmPB46B1x0PuvEM+LHsS+VzCTtT+skn2g0yrlz57h58yYby1eSuuUA6Q47hgVI03hZu65JMXI0feEKCknEpzUSQvew4Le/jVGQCeZZNG4N9bdx++IfIsS7k0Sz8yuorKmnq6uLqBKlqKiIsrIyTJ8wrCKEoHMI/sI+g56Kt4zRNI0bN29wZ+Im9go75VkV5GRlL8haFKEQEAGkbgO3mm4TCoXYuXMne/fuTVyii86C8Pz5c7755hsikQhHjhxh69atfHMLrj7RKM0l6YOgQ5NxQ5mfqzNSkqtvICwH7vwmdJ2FnLWz+/m+8TbOPfn99z5fcxwlVNp3MzI8jC0lhcrKSrKysj5pA8o/BJIMDb8KRv3WtmyZnJzk7Hd/Qq6plYyMTEorahKXrP0RtNAoCjYuP4V7D56Sm5tLfX091dXVC7IencQQDoc5ffo0d+/epaSkhMbGRmLpWfyrfj8+VaPcklxjF0UTtIZj7HVa+Ov5KRj0Dfolz8iU4DdPxUhNAfssBp8+pXZdsfFLOjs7CYVCFOQXUF5RjuUTh1Vcg4KvthvYt16vXZcrQgge3L+P+89/m1XhQVJXbSSvoDBhydofRIkiRvvoK6jhzzrG8Xg81NbWcvDgQex6M/eyoquri6amJjweD/v372fv3r3cYYrr2jg5WLBKyTWXnxIKUVS+NBRQLuvX2nLgz8dD/Nl4mLUps3MxGO1s5+HJP0Fo736+phWVkLFlJwODg5jNZiorKsjNzf2k98KpmEZAFfxKaSpZJv35ulzx+Xyc+73fI++3f5tck4nChdyH7eoiarVyad8+rnV2kpaWRl1dHWvXrtUbfpYRiqJw4cIFrl+/Tk5ODo2NjdjzC/nVfh8DUY0V1uTWrqoQvAjF2GQ38YsFDiy6aduSJyhi/JdYL0YknLNMFB5o6+TqH55Ee8/z1ZGXRW5tDQG/n5zcXCorKz45EKRPC7JVzmCvUQ/vWM48f/6c1j/6d6z2dZFaVUNBSdnCPMvUGAx3MZy/hj/tDTI8MsKGDRs4cuQIaWnJMVPSSQ4DAwOcPHmS4eFhdu7cyaFDh7jvMnLyukpOGjhsyb3+vAHBZEDiJ/fJbKrSa4nlwJmpMP9pJMjaWQb9fax2zSguI3PbbtxuNwaDgfKycgoLCz7p3hlUBcOKyt8vdlKmByksW0KhEOfOfIvJd5O8LCtF5RtIsS+MaZAW9aCqKo/6nFy89gir1crhw4fZtGmTHn66jFBVlWvXrnHx4kWcTifHjx+nJL+Kq/8bjD6L96FISfy4hQajzyFrJez9f4NlgeZkdOaPmCr413+mElEEOWmze1f7mPbqSC8kvbAWr8dLZmYmVVVV2D/x3tkzLFhXIfEzB/Vn63Kmq6uL3717kf7qDCrSsqksKlmQZ5kmBG4Rosir4f2vV3H39bFy5Urq6+vJzl6YPmadxDA2NkZTUxM9PT1s3ryZ+vp6OoYs/NFFjdQUQbojubVrICwYnoRjO2T2rNMDxZcDN3xRfmPQzxqbcVZ7cR+tXUvKyN2xj97eXgRQVlpKcXHxJ907FSHoDMf4H4ucs66tdRY/iqJw7sI5WqXnOIsdVOetIM25MKZBYREmqkWJPolxs+UWkiRx4MABtm3bpoefLiOEENy5c4czZ85gMpn46quvWFm1hhu/JuG+CblrQU7ixy0EjLeBMx/2/QNI0V/llj5CwD/8h+B2Q0XFrA7RNj7O7z95gvaesdyilBR2WK1MTEyQmppKdXX1pxuudXZCeTn8k38yq7XpLA0GBga4fOYPKHUOkJ5VSHHZis8Kn58vhBBooSHCIoOW2z7aOzopKyujoaGBwsLCpK9HJ3F4PB6+/vpr2traWLNmDV9++SUjfge/d07FZIDsWe7lzZZwVOAeg8ObZI7WynoP3TLgSUDhV/t9VNmMGBNQu2aWlJO/+yA9Pd3EYjGKS0ooLSn5pDpACMHzUIxfLHCw3akHTy5XVFXl6uVLhJv/E5XCR9a6bUkztX+LkB/NO0Zr7nqanvagKAp79uxh9+7devjpMkIIwZMnT/juu+9QVZX6+no2btrE74yGuOiJsMJqxJzkvt2ecAybQebvFTootuh7w8uB3zsX43mvoHSW/iAf013TskrILt3B6MgodoedqqoqMjM+Lfx0dEpgtUj80o8bMOoG98uWsbExzjf/EfnWTjIycygtX4Nxtim8c0QLDRPFyYWHCo+evKCgoICGhgbKy8sXZD06iSEQCNDc3MyjR4+oqKigsbGRTI8H/vk/h2g0vmeWTCIRePECvvgCfuEXQO+hW/JMuODCr4CzEEyzaNP8mFdTQXoFmwq+oKuri0gkQmFhIeXl5Z8cCDL8BGp/AaobPn9tOksDIQS3bt/i5vB1UqpslGeUk5OduyDBkzERwy98GHpN3Gq6g9/vZ9u2bRw4cACb7dPmyHSWBu3t7Zw6dYpgMMihQ4fYsWMHfzwR4evJMJVWI7Yk166DUZWYgL9TYGf1AvaZJNR81x8S/PqfxzAamHXj2PhIL67n15kc6ycaCSLLBuypmRSW1lC1ZicGgxFV03D3uent7UWSpfiwSlEh8gfuKlFFMDQJf+1LI+V5ejG3HBkaGuLkyZMMDg6ydc9WsvdlEJNjOKXkd+kLIZgSU+TKeawyrCGmxLh27RpXr17FZDJx6NAhamtr9WGVJY7P5+Obb77h+fPnrFy5kmPHjs0M+AZCgj+6rPK8V1CeC6ZZGJLPhjGPIBSF4zsNbFulX1/LhY7v4O5vQd662R9j2NPL075rjHrdhJUgBslAakoW5Tk11JTswiAb8fv9uFwuJicnSU9Pp6qqCudHEoEmOiCnBvb9/dmvTWfxomka169f58KFC6SkpPCj+hqyTG5kaxaSnHzhT4sFELEQtoKDGO0lDAwM0NLSQnd3N9XV1dTX15Obm5v0denMH0KIGVN7RVGoq6tj69atM401d/xRfmc4CEBJkgTBmBC0hWKsTjHyN/IculnbMmE+hkA/pXbVhGBgYICe7h40TaOktISSkhIMH6gDNE3QPQI/V2dgTal+vS1HxsfHOXXqFF1dXdTWrOYLwwgmzwjklSd/MULAUBcUVcOR/4aYZOD27dtcvHgRIQT79u1j586d+rDKEicUCtHS0sL9+/cpKyujsbFxZsA3KjTOqsO8ED7ysWJOksuCTyh4ibFbzqJWztCbaJcJcx0CBZjq76Pnzk08gwNEw/Hna0pGJnkr11Baux2D0UgoFMLV2cnY6CjO1FSqKqtIT/+w4Zo7opJpkvhHJan69bYMEUJw7949Tp8+jcFg4Cezs6n47juk4mJYiKRjny8+sPW3/zYcPMjY2BinT5+mtbWVkpIS6uvrKSkpSf66dOaVl8naPp+PAwcOsHv37pmhqOdBhd8aDuJXNSqSFB6jCUFrKEaZ1cDfyHNQpDfRLguEEPyx6mZcRMmRZp/sOtrbT+v1O4z3DxINhpENMo7MDEpqVrJqZy2ywcDw8PB0+KlC8XT46YfqACEEbkIcNeRRI+vGp8sRr9fLt99+y/Pnz1mzooofcwSwjvVCfsXsYt/nykgPZBRA/V9Bs9h48OAB586dIxwOs2vXLvbu3Zu05G+dxBCNRjl//jw3btwgLy+PEydOzAz4xlTBNzc1rj/TKMiElFmEac0GX0gwMgX718s0bJWRdWP7ZcFch0Dh02rXSCRCV1cXQ8PDpKSkUFVZRWbmh/dARhQVCfinZWlY9ett2SGE4NmzZ3z77bcoisKxui1UpI8gmWzIxuQHUwlNQQuPYc7ehiVzPR6Ph7Nnz/Lo0SPy8vKor6+nqqoq6evSmV/cbjdNTU2Mjo6ya9cuDh48ONPYP9kFN38NfEOQvTo5r3hCwHgrpOTAjr8LWSsSf06d5PB752I86xWUzSEk/mPaq2wwMjY2Rqerk1A4REFBARXlFZg/Ehyth54ub4LBIKdPn+b+/fuUlpeR+qN99Nk0SiTbgmgBIyJMCkZ+3FhEKkaePXvGmTNn9PDTZYSqqly5coVLly6RlpZGY2MjFdPmbZomOHNf48IDjew0SE1JzjUYigj6x2HHapnjO+Wk9SrrJJbucIx/4faRZzKQMksTg0+pXRVFobunh4H+fiwWCxUVleTm5nzwHqqHni5/XtXAdtfvwrrJjEGSsUnJD47RhIYHDyVSGRWGSoLBIBcuXODOnTukp6dz9OhR1qxZo/cALHFGRkZoamqir6+P2tpa6urqZgZ8fYNw49dg0gXZa0BOggQqBEx2gtEK2/8O5G9M/Dl1ksR/+A9w6hTU1Mz6EL0eD9f6+nB7vQQVBYMkkZWSQk1ODrtKSjDKMpOTk7hcLvx+P7m5uVRWVn48OPrJE/jxH4e//JdnvTadxcurGlh+fh4/dqgcO/3ItnykZKZiTaNFpwAJW9FRDJYsOjo6aGlpYWRkhI0bN3L48GE9/HSJo2kat2/f5uzZs1gsFo4dO8bq1auBuFZx9alG8x2B0ybIdCbnPSqiCPpGYUOlxE/sNWA16+9vy4FRReWf9PpwGCTSjbO7n31K7RqLxejr66NvOvy0orycgoIPh58GVI0RReOXS5yUWvQ5iOWI2+3m5MmTjI2NcXBTDXuCHRhiUcgsSP5iNA0GO2H1NtjzI8LRKFeuXOHGjRvYbDYOHz7Mxo0bdT+JJc7U1BRff/017e3t1NTU8OWXX+JwOOJ/FtP4t0MBngQVVtqMmJK0T9EfUYkJwV/Js7NDNxpfNlx8pPHdbZWqgsTprgaDEa/Ph6vDhcfjITNrOvw05cP7f3ro6fLmTQ3sR0dXk25wI1tzkJKZijWNpvhBjWItPIwxpYDe3l5aWlpwu92sXr2ao0ePkpWVlfR16cwfQggePXpEc3MzQggaGhrYuHHj9+/5ly7Bb/0WmM1QXJycRSkKPH8OmzfDL/0SpKcn57w6CUUJQvP/K/61I292x/gUryZN03C73fT09CBJEqWfEH6qKnG/pv3/EPLWz25tOoubVzWwLTs2k38ol6ghSqqU/NDTl16I2XIOaww1qDGVGzducPnyZQwGw0z46UIExunMH36/n++++44nT55QVVXF8ePHyZgO2wioGr89HOSOL0q1zYglSbMKI4qKNyb42RwbR9I/opclmISa7woh+HffqAxNCAqzEv9/bjSq0NXdxeDgIDabjarKKrKys3jXmaf8gpgKv/TjRuw2fXN+OaEoChcuXOD69etkZ2dz4sQJiouLGdGGaVdfYMKEVUqeu7oQAi9erFipMW4g5ZVGI6/Xy7lz53j48CFZWVnU19ezYsUKveFniSGE4O7du5w+fRqTycSXX37J2rVr3/ocPQHBH19SaXcLSnLBYkrs5zwyJYgoUF8rs7tGTwBdTgw/gkv/FDJXgCHBBv5CCCYmJnC5XISCQfLy86moqHjv0PrIY6j5Waj5qcSuSyf5DAwMcPLkSYaHh9m5cyeHDh3CZJQJD54n5u9FTslDkpJXOAk1ihYZw5S+DkvO9pl7nBCC1tZWTp8+zcTEBFu2bOHQoUMz4pXO0sHj8fDNN9/Q2trK6tWr+eqrr0hNfXvj4Ko3wn8ZDSIElCbYxCiqCdrDMaqtRv5Gvp18s75ZsJz4/fMxnnYLypIQzhKLqfT09ODud2M2mamoqCAvP++dtas/JPCF4G81GmdtDKyzOFFVlWvXrnHx4kWcTifHjx+Pmxf0t8P5349PB6Qn2UR+fACMJjjylyH3exPAYDDIxYsXuX37Nk6nk7q6OtatW6fXGEsMIQRPnz7l22+/RVVVjh49ypYtW976HMNC5bQ6TLvwkYcVa4Lf8TxCwU+MbXImO+TMD4Zp6Swt5mMI9HOYmvLgcnXg8/nIzsmhqrLyvQmLL4IKB9Ms/JU8fah9uTE2NkZTUxM9PT1s3ryZ+vp6bGYz/J//J5w7B6tWwceGmOaTlynHhw7BL/4ivCI4dnV10dzczNDQEOvWrePIkSMz4pXO0iEYDNLc3MzDhw+pqKjg+PHj72zcehBQ+J3hAAFVUGVNbO2qThvvFlsM/EKenXKr3tS4nLgcG+WuNkmJnPihdlVV6XO76evtRZZlysrLKSwoeGfDT1RojIsIP2EsplDWE46XE0II7ty5w5kzZ17XwMb64ezvQjQC2UXJXdTUCGgqHPhpKFk186+j0ShXr17l2rVrmM1mDh06xJYtW/RhlSVIR0cHp06dIhAIcPDgQXbu3PlW41ZUEZy8rnG3TSMvAxwJ7vnwBgSjXti1Vuar7TLGJNQ4OslhbHoI1D6HIdDPwefz4+p0MTU5SUZGBlVVVe/VsFzhGGttJv6HIl3jWm68qoGtWbOGL7/8EqfTSWTsNsrkY2RLNpIhecNwQqhooWEM9hJsBYdfG5Lp7++nubmZ3t5eVqxYwdGjR/Xw0yVIJBLh3Llz3Lp1i4KCAhobGykoeHvYeOwF3Po34B+CnDWQSK8PocFYK6Rkw7a/DblzCJ/WWXxceqTx7S2VqsLkBBAN9A/Q3dON0ER8WKWk+J3hp6om6NFDT5clQgiePHnCd99995oGNoXCydgAXhQKsCZV2/QIhSAqdYZcVsvf97rEYjFu3brFpUuXEEKwf/9+duzYoYefLkH6+vo4efIk4+Pj7Nmzh/3798+Y2r8kpgqa72hcfaKR6YR0R2KvwUBYMDgBW6olTuzWzYuWEyFN8P/p8SCAXFPi+9WCwSCdnZ2MjY3hTE2luqrqvYZrfRGVbJPMr5Q49R6SZcb7NLA+tYcurZMUUjBLyaxdBR7hIVVOpcawAZP0/T13dHSUlpYW2tvbKS0tpaGhgaKiJO9b68yZWCzG5cuXuXLlChkZGTQ2NlJWVvbW9031wK1fjxvi5qyBRHp9CBEfdDfZYMsvQPGOxJ1LZwE4dw7+zb+BdesSnkIkhGBoaIiuri5isRhFHwo/FSJuvvtLvwQHDyZ0XTrJp729na+//npGA9u1axdoYUIDZ9DC48i2vKS+U2mxICLqxZKzHXPG90bUmqZx//59zp07RyQSYffu3ezZs0cPP12CDA8P09TUhNvtZtu2bRw5cuQtA3AhBBceapy9L3DYBNmpib0Gw9G48W5NmcRP7jPos/3LCE0IfqXXy1RMUJyEoPhwOExXdzfDQ0PY7XaqqqrIzMx85/cOR1VkSQ89XY68VwNrvQ3XT0JKGjjSk7cgIWCkG9Jy4eh/C87ve4KnpqY4c+YMT548IT8/n/r6eiorK5O3Np15QdM0bt68yblz57DZbBw7doxVq1a99X2jisq/GwrwPBhjRYJNjIQQ9EU1NCH42ZwUDqTp72zLiac9Gv/5rEp5LgkPihfA2OgYnZ2dhMNhCgoKKK8ox2x6t5GFa0Dw1Q499HQ50tvbS1NT02samNEgCA2cQw0mPzxGqBG0yATmzI2Ys7a85ifx9OlTzpw5g9frZdu2bRw4cICUjxhH6yw+JicnOXXqFC6Xi/Xr1/PFF1+8HWIrBJw+Df/pP4HJBCUlid3Ti0SgtRXWr4e/83cgJydx59JJOpf/GYw+h8zqxJ8rGo3S09PDwMAAFouFyspKcnLeHX4amoibA9f9b5Ci+4kvK96ngY1po7SqzzFiSGrwqRACH37MmKgxrscufd+n7vf7OX/+PPfu3SMjI4OjR4+yevVqvRdgiSGE4MGDB7S0tCBJEg0NDWzYsOGtz9Eb0/jt4QD3AwqVViO2BNccg1EVvyr4UZaVrzKS28v3LhJqvgtw4YHKd3c0qgpI2l82EAjicrmYmJggLT2N6qpqnM7Xh1G6hgXryiV+9mBih5x1kktnZydNTU34fD4OHDjA7t27ZwbxhBD0ab30aF1YsGCVEm+yEH/Y+DBhYqVhDRnyu80TBgcHaWlpoauri8rKSurr68nPz0/4+nTmzujoKE1NTfT29rJlyxaOHj36XmMXAG9Q8OdXVJ71CjKdkOGY/3tjTBW4RyUsZkHDNgPbVkr6fW6ZEfHB2b8PsQikJqk3UNM0BgcH6e7uRlVVSkpKKC0tfW3YWQmBpxf2/M9QsDk569JJPK8ma+fl5dHY2PhaU6qm+AkPXUQNDU03+yReIH9pvGt0VmHN240kv93Aq6oqt2/f5uLFi6iqyt69e9m1a9dbQw46iw9N02YMPSwWC1999RVr1qz54M/c8kX5L6NBplSNSktiBMmJmMZAVKUmxcRfy0tJyiCDTnK51arxZ5dVKvITL0a+JBQO09nZyejIKA6ng6qqKjLeSL/rGxUUZ0v8tS8NGPRGn2WD2+2mqamJ0dFRdu3axYEDBzCbX3metd6CG1+D2QppSRBmhIDJofjXe34cKt4dizc+Ps7p06d58eIFRUVFNDQ0UFpamvj16cyZV5O1165dO2Po8T7CQuWCOsIL4cOOkQxM815XakIwTAQJ2CFnskXO0I13lxlRTfDP3T6GFZUyS3KGxoUQjIyM0NnVRTQapaiwkLKystfqAEUIOkIx/ma+g12peqr7cuHNZO3GxkYqKiq+/wavF3791+H2bVi9GpIxDPLSeHfr1nizxTuGkjVN4+HDh5w7d45gMMjOnTvZt2/fW0MOOosPIQSPHz/mu+++QwhBfX09mzZt+uDz8klA4T+OBBlSVCotRmwJMO3zxjT6oipVViN/LS+FkiTdf3WSR7vm41t1iDwsGJPUuBiJRuju6mZwaCgeflpVSVZm1mvX+5iIYJeM/LShBHMSGyp1EsurGlhtbS11dXWva2BdT+Dan4MmIDM/4YPJAHjGIBqEHcdh1bZ3ntPr9XL27FkePnxITk4ODQ0NVFcnoTtOZ84EAgG+++47Hj9+TGVlJcePH3/vcBzEDXi/u61x84WGzQx5GfOvu2qaYGgSFFViT41E3RbdeHe5oQnBvxrw8yIYo9qWvNp1fHwCV6eLUChEfn4+FeXlrw2ta0LwPBTj53JTOLrAqe4684emady+fZuzZ8++UwMTWpTI8DUUnytpBrwzxru2PKz5B5BNb+8ZCiF4/vw5Z86cYXJyktraWg4dOvT2kIPOoqStrY2vv/6aYDDI4cOH2bFjxwfDCcbb4e7/BZNdkF4BlvdvI8+aqD9ukpRWClv/FmSvnv9z6CwsnYMav9OikpMKNkty3p2UWIyenh76+/sxm8xUVlaSm5f7WvjpmFcgSRJ/u9FAaor+Trdc+JgG1qcFaVGHCREjP0kGvD6h4CHGLjmTbXLmO88ZDAa5cOECd+7cITU1lbq6OmpqavQ+zyVAJBLhzJkz3Llzh8LCQk6cOEFeXt57vz+mCs7d17jyRCDLgsLM+e9JEUIwMgWBMGxbJfPVDhmLSb+Wlhu/NRzgqifC6pTk9T9OTU3R4XLh9/nIycmh8o3wUzFdu57ItPKT2fow+3JBCMGjR49obm5+pwamCQ2X2sGgcGPH8ZoJbiLX5BEe7LKD1YY1rw2AvorL5aKlpYXh4WHWr1/PkSNHSH+jF09ncdLT00NTUxOTk5Ps3buXffv2fTCcwOuOh8eMv4C0MrCmz/+alBBMusCeC1v+OhRsmf9z6CwwPT3wj/4RpKZCkoKSVVWlr6+P3t5eDAYD5eXlFBYWvl4HTEyA3w//+B/HTUR0lgVvamCNjY2vBXSr4THCQxfRot6kGfCKWAgtOoUpfR2WnK3vNE6KRCJcuXKF69evY7VaOXToEJs3b9bDT5cAsViMixcvcvXqVbKysmhsbPxgv7emCa491Th7X0PVJAqzxLxrokIIxr0wFYCNVRIndhmwW/Xadbnxx2NBTk6EWWszJm2fy+fz4XK5mJqaIiMzk6rKyrfCT58HFQ6kWfj5PF3bWk60trby9ddfEwqF3tbANA3un4EHFyAtG1JSP3iseUEIGO2NG/4e+CnIeztMBOKzRM3NzfT19bFy5Urq6+vJzs5O/Pp05szQ0BAnT55kcHCQ7du3c/jw4Q+GE4wpKr8zHORhQKHAbCDLNP/vUBFN0BWJ4ZRl/mJOCjud8z/3o7OweAKC32iKIQFZCQ5JeImmafQPDNDT3YNgOvy0+PXw02Ak/m73V+uNVBTo19xyIRwOc/bsWW7fvk1RUdFbGpgW9RAauogWHpuuXRNfG8aNd8cxpa3EkrPrtUDxl8RiMW7cuMHly5eRJIn9+/ezfft2Pfx0CaBpGtevX+fChQukpKRw/PhxVqxY8f4fEAIuXowb8Pp8UF0N5gT0142OwuAg1NbC3/pbkKW7oC432k7B/X8fD4tP1uhLMBj3QhwfHyc1NZWqd4Sfjr2A/E2w539JzliGTnL4kAYmhKBfc9OtuTBhxia9369uvhBC4MePAZmVhjVkyu++x42MjNDS0kJHRwdlZWU0NDRQWFiY8PXpzJ3x8XFOnTpFV1cXGzdupKGh4YPhBN6Yxn8cDXLbFyXLKJNrkue9rlSEoDusYpbgR1k26tIti6J2Tbj57sik4N9+E8NmhjR7cv/CExOTuFwuAoEAefl5VFRUYLVYiMYE/eMS/81hmbVlutizHHg1Wbu8vJzGxkay3vECK4SgV+umV+vBjAkrtoT9hxg33vViwky1YSVZ8oc3P4UQtLW1cfr0acbHx9m0aROHDx/+oBmOzsIRi8W4cuUKly9fJj09ncbGRsrLyz/pZ8NRwZUnGtefaYSjUJwNJuP8XIdTfsGoFyryJOpqZaoL9XvccuXJ78PTP4Tc9cktnGKxGL29vfT19WEymaioqCA/Px9JkphwQVoJHPzHYND9TZcFHR0dnDp1Cr/fP5Os/arh8ku0qIfw8GXU0DCyNQdJTtwFINQwWmQCo7MSa+4uJMOHB45DoRCXLl3i1q1b2O12jhw58s5EDp3FwcjICCdPnsTtdrN161bq6uo+2XSqIxTjT8dDPA0q81rUxYSgK6xilOBAqoVjmVZSjfrzdTniDQr+ryYVTSQ+sf1NPB4vLpcLr9dLVnYWVZVVpKTYUDVB9xD85H4DW1fq191y4NVk7fz8fE6cOBFP1n4TIeDZdbjbArIRMvIS99InBIz3g8EIO45B9cdTFLq7u2lubmZwcJC1a9dSV1f3QTMcnYVD0zRu3brFuXPnsFqt703WfheK0HisTXFXmyIoYuRK1nkzUguIGGMiQp5sZaecRaVk19/Plimnp8L8p5Ega2zGpJorq6qKu7+f3p4eJFmmvKyMwsJCZFmmP6KSYpD4hyVOHAb9+boc6Ovro6mpibGxsZlk7XcGr0xMwG/8Bty5AytWQCITrYNBaG+HLVvgv//vP9psEY1GuXbtGlevXsVkMnHw4EFqa2vfWYPrLDyTk5N8/fXXdHR0sG7dOr744ou3Gvbfhzui8ifjIe77o6QaZArN81O7qkLQG1GJCdiTauZEpi0hjbo6C09UaPyh2kdAxMiWkmAk/gp+vx+Xy8Xk5CTp6elUVVfhdDjj4ZeE2Cdns9Wg1wXLgc/SwFwP4UYTxGKQXZTY2nVqBGJRqK2Hmt0fPdfg4CDNzc10d3dTVVVFfX39B81wdBYOIQQPHz6kubn5g8na7yKmCu51CC480JjwCYqy5s/gLRAWDE5AbrrEoU0yGyulpIV26SSX694ovznsp9pqxJTE2vXV8FNN0ygpLaWkuBiDwcCoEn+3+wclTnL0MMBlwfDwME1NTbjdbrZt28aRI0feqYEJNUJ45BoxXyeyJfOjWuhcEFoMLTwSN97N24dsfjs05lVUVeXWrVtcvHgRIQR79+5l586devjpIsXv9/Ptt9/y9OlTqqurOX78+CebTvmH4v0ovVfBaIX0svkZNBBaPNBZCULxLlj3M+DU+7GXJaom+PffqbhHBSU5yX1/CoXCuDpdjI2O4XQ6qaquIn16WMU1INi3Qear7fqzdTmgaRo3b97k3Llz2Gy2D2pg3VqAs+oIwWkD3kTpFUIIPCgEUdkqZ7JDzvzoucbGxjh9+jStra0UFxfT0NBAiW6wtWh58eIF33zzDeFwmCNHjrBt27ZPMp3SNMHj7rgJ79CkoCADHLb5uQ7DUYF7DDIcEgc3ytSulPTQmGXK44DCrw34KbEYsCVxf0IIwfDwCF1dnUQVheKiIkpLSzGZTHhiGlMxjf+52Em5VR9iXw5MTk5y6tQpXC7XBzUwVai41HaGxAA2UrAkUK/QhIZXeLHLDlYaVuGUPmyYpGkaDx484Ny5c4TD4Znw0w+Z4egsHOFwmNOnT3P37l1KSkpobGwkNzf3k342NAHP/hi6LwASZFSCPA+v+kKAbyB+/MJaWPcXIaPi4z+nswQRAn7t1+D6dVi7NqmnjkQidHV1MTQ0REpKClVVVWRmTgd3PHsGe/bA3/27usPCMkAIwYMHD2hpafmoBqaGhgkPX0WLepBtOUhS4vYvNCWAULyY0tdiyd6G9JEbqMfj4ezZszx69Ijc3Fzq6+v18NNFTFdXF6dOnWJqaor9+/ezZ8+eTzKdEkLQ2ic4c0+jb1SQlw6p8+QHEFXitavdCnvXy+xco4fGLFc6wzH+d7ePTKOc1LmrePjpOK7OTkKhEAUFBVSUl2M2mwmqgv6oyt8rclCTxEAbncTxyRqYGoO7p+HJFbCngTOBfW2aGjfedWTAnh9BYdUHv/1l+Onp06fxeDzU1tZy8OBBPfx0kaIoChcuXOD69etkZ2dz4sQJiouLP+lnfarGt5Nhzk9FUASUWw3z0pcihGA0pjGqCNamGPiJrBRWJilwWif5nLqhcuWJRnVhct+fFOWV8FPLdPhpbjz8tHdEUJYn8VcbDBj0frplwfPnz/nmm2+IRCIf1MDUyCTh4ctxA15rzjvNcOeLmdCY1GosOTs/GmIeCAS4cOECd+/eJS0tjbq6OtauXavPKy5SBgYGOHnyJMPDw+zcuZNDhw5h/lQj3WfP4Pd+D54+hfx8yMmZn300RYGODrBa4YsvoLERPnFOSGdp4R+Cc/8QDBaw5yT33JOTcS9Ev99Pbm4uFRUV2Gw2VAXG22Dn/wCle5K7Jp3E8KkamBACt9ZLj9aNEQM2UhLshejDiJFqw0qy5Y//B9DR0UFLSwsjIyNs2LCBI0eOvGUcrbM4UFWVa9eucfHiRZxOJ8ePH6eq6sP7Ey8JaYIzk2FapiL4NI1KixHLPL3nTygaA4pKtdXIj7JsrE9JXmjXx0i4+a4Qgj+6pPLQJajIT/5fWgjB4NAQXV1dqDGVkpISTI4SstIM/M1jBsz6Jv2SRgjB48eP+e67796ZrP2+n+nX+ujVelCFikNyYJhnQVIRUfwigF22UyWvJEP+9BRcVVW5e/cuFy5cQFEU9uzZw+7duz+9UNBJOL29vTQ1NTE+Ps7evXvZv3//rJJvugYFZ+6pdA4KLCbITgOr+fPvSZoQePww4QebGXaskdm3XiZlngZLdRYnk11w4R+BLSMxae0fIxwO09nZycjICA6Hg8ryKpSBDGr/JlQ3JH89OvPLm8nax48f/6ihnqb4CY9cQw24kYx2JJNzXl94hRBo0QkkLYYxtQpL9o6PbpS+ysTEBGfOnOHZs2cUFhbS0NBAWdm7E0R1kk8sFuPSpUtcuXKFzMxMTpw48cFk7ffxsqg7PRVhStXINspkm2QMs7gWw5pgOKri1wRVViM/nmVjwyIq5HQSwze3VC490qgqIOmftQBGR0bp7OwkEolQWFSII6Mcq8XI3240zNvglc7C0dbWxtdff00wGOTQoUPs3Lnzw4N4QkD7vbgBb9AL2cVgmudBkEgobrybmgnbj0F5zSf/qBCCR48ecfbsWQKBANu3b2f//v3YbIlPVtP5NIaGhmhqamJgYGDG0GM2w0QjIsw1dZweEcQAZGDGOot9lHgiXgyPiGFEYq2cynZDJnZJb/JZzowpKv+0z4dRYkHMgqLRKF3d3QwODmKzWqmoqGLUkcZPZtn4sSz9frXUiUQinDlzhjt37lBYWPhWsvY78Xjgt34rPjyVlgbFxfM7rCQEuN3x8+zcCX/9r8MnGtsA+Hw+zp07x4MHD8jKyqK+vp4VK1bodcgiQdM0bty4wfnz50lJSeHYsWOsXLnys4+jaIJL3ghfT0YYVVSyjDI5JhnjLD7nqCYYVjQ8qkaJxcCPZ9rY6jAl1fBcJ/ncUSe4rI1RksCAyfchhGBicgKXq5NgMEh+Xh45FSVgNvJTxhIyJF3LWur09vZy8uRJJiYmPl0D63kKN78F7xhkFYFlnt+zlAiMuSHFGTfeXVH7yc9vIQStra2cPn2aiYkJNm/ezOHDhz/ZNF0n8UxMTHDq1Ck6OzvZsGEDDQ0NsxomGpmK667PeuK/z04V2K2fv8cnhMAfgjEvyLLE+gqo22wgM8lhXTrJJaBq/NM+HwFVUGRJfu0ai8WHVdz9/ZhMJiorKphIzaIu3cLP5erDdUudVzWwrKwsGhsbP6qBCTVKZOwWMW8HQjYimzOQ5ikUC+L3OqH4ELEAhpQirHm7kU2fHgweDAZnwk+dTid1dXWsW7dOr10XCUII7t+/T0tLCwaDgS+++GJWn4+mQu/luJGRrx+sGeAomF0Qs6rEhxZCE3Gz3bU/CWX749mDOsuXO20af3JZpTyPBRm4nPJ4cLlc+Lw+snOyyS+qJByz8te+MFKaq9+vljpDQ0OcPHmSwcHBT9bA3FqQ89ooY1qEbMlMyjzrUzGhMSwimCWZbXIGm+WMz9qj6+rqorm5maGhIWpqaqirqyMj49P7jnUSi8/n45tvvuH58+esXLmSY8eOzWqYaNInOPdA46FLoGqCrFRw2mZXuwYjMOaR0BCsKZE4WmsgL0O/vy1nFE3wL/p99EdUKhbA6FZVVfrcbvp6e+Php+XlBDJy2eww83cK9LDdpc6bGtjx48dZsWLFB39GFSo9ahcDWj9IEg7syPNYuwKERZgQIdKkNFYYVmGXPn1fNxqNcvXqVa5du4bZbObQoUNs2bLlk0zTdRLPS6Opb775BkVRqKurY+vWrbN4JkL/LXj2h/HZCktqvHY1zqLFTlMhMAzBMbBlwaofg+p6+IxWdZ2lyO3b8C//JVRWwgKYdPv9fjo6OpiamiIjI4OqoiIcY2PwP/1PUFub9PXozC8TExM0NTXR1dXFxo0bqa+v/6gGpobHiIxcRw2PIJnTkI3zqxEIoSLCEwhJwpy+FnPWps8y+e3v76elpYWenh6qq6upr6//ZNN0ncQTCoVoaWnh/v37lJaW0tjYSE7O5zvI+IKCi4807rRpRBXIdEKafXazFaGIYNQDMQ2qCyWObjFQou/NLWuEEPzrwQCPAsqCmEBqmsbAwADdPT0ITaO0tBQlp4Bym4n/pdg5q/48ncXDrDQwTYWHF+HJZYgp8Zkcwzxfm0EfTA7Fj737BOR9+rxqLBbj1q1bXLp0CSEE+/fvZ8eOHbPyK9BJDJ2dnTQ1NeHz+Thw4AC7d+/GYPi8vhIhBE+DMf50PERHWMUuQ77ZgHUW+pkmBGMxjTFFw2mQOZpu4Wi6lRQ9kG1Z0z0s+L+/i5HlhBRr8j/rYChEp6uTsbExnKlOKiqqmQw7+an9Bras0Pfaljqz0cC0qCfuJxEciHtJGB3z7CehoUUmkISGMW0lluytSPKnN6uMjo5y+vRp2traKCkpoaGh4ZNN03USTzQa5fz589y4cYO8vDwaGxspKir6/AMFAnDqFHz7Lfh8kJsbN+GdjQYQCsHAAASDsHo1/OzPwrp1ejDWMufOb0Lnachdl/xzx8NPh+ns7ERRFIqLi8mQy0jJNHLkn4EpJflr0pk/ZqOBCSEYFAP0qF0oQsEpORPghajgF35SpBSqDCvIlLM++Wc1TeP+/fucO3eOSCTCrl272Lt3rx5+uohwu900NTUxOjrKrl27OHDgwKy8KttD8dr1eVDBLEvkm2Tshs9/tgohmIgJRhQVqyxxMM3CVxnWpIZ1fQoJN98FaO3T+M9nNbJSBfYFKOgAYqpKb28vvb0DhMjhxG4jP9dYrTdPLGGmpqY4deoUHR0dH0zWfh8ebYpurYspMYl1+n9zLeo0oREggEAjV8qj1FCBVbLO6ljhcJjLly9z48YNUlJSOHLkCBs3btSb0xaQcDg8Y+hRXFzMiRMn5iwShyKCx92C++0a7jGBqkJqCtgs8V/va8BWYvHmWX8IQtG4iLmmVGZTlUxZXvLN4nSSjxBw/f8LfdfjBd1CfeRer5eOjg68fZCe5eAn/00mJauyF2YxOnNGCMHDhw9pbm4GoKGh4bOePUJTiE49R5l8itDCyJasz9rQfO9x1TBaZALZlIY5ayNGZ9WsB0x7e3tpbm6mv7+fNWvWUFdXR1bWpxeGOvNPd3c3TU1NTE1NsW/fPvbu3TtnkbgrHOOGN8ptf5SxmMAmQ5pBxmGQMEvvfk4KIQhqAr8qmFQ1ZCRKLQb2pJrZ7jAvukJOJzH0jgh+pzmG3Qpp85TU/rlomobb3U93Ty/+WDaHN8v8rZ9eoTdPLGH8fj/fffcdT548obq6mmPHjn3eoORYP9w7DX2tYEuFtCyY67CKpsHUCESDUL4ONtdBxuxqG0VRuH79OleuXMFgMHDw4EG2bt362Q0lOvOHoihcvHiRa9eukZ2dTWNjIyUlJXM7ptDoEH5eaF4GtDAKGnbJiBUDVuT31q6qEIRQ47+ESopkoFyys1p2UiolLoFPZ3HxuyNBWqbCrLEZF8wMMhAI4HK5cPtD2FLT+Gdri6gtLVyQtejMDy9evOCbb74hHA5z+PBhtm/f/ul7/YoC587Bn/0ZjI7Gh6hmYfD2FoEAdHZCVhb86Edw5AjMMlBtaGiIlpYWOjs7qaiooKGhgfz8/LmvUWfWDA4OcvLkSYaGhtixYweHDx+ec2Bef0Tlhi/CTZ/CsKJiliTSjfHa1fKB2jWkgV/TmIoJNKDILLPbaWan00KmSa9dfwhMiih/HHMjwYKZ3QohGBgcoKu7h1CGlfXGdH6haqceJLmEeVUD+1Cy9nvxjMK9M9D1BMxWSM+bXQPjqwgNvOPxQJrilXHj3exZNFgSNwe5c+cOFy5cQFVV9u7dy65duzCZ5r5/rTM7VFXl+vXrXLhwAYfDwfHjx6murp7TMWOq4Hmv4H6HRteQIBSJmxilWCHF8n7Tt5ga/97AtPZqt0JVocSmKplVJdKCmMXpJJ+T4yH+aDzEaptxwYYuQ6EQnV1duCemIC2DX67OpW5F+YKsRWd+mIsGJoRGzNdJdOIhWnQK2ZKJZJhd/9Frx9UUtMg4kmzBlL4Wc8ZaJHl273Dj4+OcOXOG58+fU1RURENDw6zCNXXmj/HxcZqamuju7mbTpk3U19eTkjK3bnz/MPRdhZ6L4B0A2RA34rU4wWh7d6+KEBALQ9QHoUnQYuAsgLJ9ULI3/rXO8scfEvzm1yrBsKAgc2GerQIYGR7B1dnJRCiVmnITv/zz5djtejDbUuVNDezEiROfNSjpEwo31AleCC8GJLKxzCrM+VWEEHiJ4UGhWLKxS86iWJ7dvVfTtJnw02AwyI4dO9i/fz9W69zfAXRmhxCCu3fvcvr0aUwmE19++SVr166dk8apaYI2t+CBS6O9XxAIg8Mar0VtFjC+xyRB1aZr1zD4QmAzQ3m+xKZqmZoy6b0/p7O8OD8V4T+MBKi0GrEs0H5FJBKhu7ub3tExoqmZ/N3SDH6yplrX/pcwc9HAhBCMizF6tG78mpcUyY4Z85yvB1WoBPAjIVMgFVFiKMUkzW4v1+v1cu7cOR4+fEh2djb19fVUV+vX7ELi9Xr5+uuvaW1tZfXq1Xz11VekpqbO6ZihCei7Bt0XwNMb/3e2TDA740Pq76td1QhEfBCejH9tz4vXraV7IP3T/bJ0ljKRCPzKr0BfH3zEdDxRCCGYmJjA5XJh6+vDsmoVBb/5mzj1+YYly6samNPp5Pjx41RVVX3yz2uxENGJRyjeNiShIVmykOS59eMKIRCxIELxIFtzsGRtxpBSPKvnoRCCFy9ecPr0aSYnJ9myZQuHDh3Sw08XECEET58+5dtvvyUWi3H06FFqa2vn9L4jhMA1KHjoErzo0/AF43qrwxrXXt9Xg2qaIBSFYAS8ATCboDQ3rruuq5CwmPR3sB8Ct3xRfnMoQLHZsGBmkIqi0NPbS8/AIIHUTP67Aic/v3mNXgcsYcbGxjh16tTsNDAhYMAV72sa7obULLCnz30gW43BxFC8v2llLWw8CPbPD+yCePjpxYsXuX37NqmpqdTV1VFTU6NfswtIMBikubmZhw8fUl5eTmNj45xnkH2qxm2fwhVvhJ6IioogY3reNUWW3jtnEZmed/WqGkFNkGWU2eYwsyPVTNUChHTpJB9NE/yH0yod/YLyBfQQmZqKh5+OTMnkZtv5B381j+KCzAVZi87cmasGJtQI0amnKFPPEZoy7Scx93uSiIXQopPI5gzMWZswOspn7SfR2dlJc3Mzw8PDrFu3jrq6OtLT0+e8Rp3Z09HRwalTp/D7/Rw8eJBdu3bNfQa5rQ0uX4abN2FsLD4blp4ODsf7w7Y0LT7/5ffDxAQYDPG5soMHYffu+M/qLHuGH8OVfwH2HLCmL8waVFWlr6+Pnq4+5PE8Nv6cxLH/sVKfzV/CeDwevvnmm1lrYF7NM+2FOIEFC1Zs8+KFGCSAikaOlEuZoRybNLu+pkgkMhN+arFYOHz4MJs3b9b9OxeQSCTCuXPnuHXrFvn5+Zw4cYKCgrk16IY0wW1flGu+KK5QjKiADKOEwyBh/0DtGtUEAS1eu/pVQYZRZpPdxE6nmdU246Lc40iK+a6qCf7kssq9dkFlPsgLOJzU7o4S9XZh9/05hXkZNDQ0fJaApbPwvJmsfezYMVauXDmrY8VEjH6tj0Gtn4iIYpbM2LB9dup2TCgECaGhkUIKpYZycqTcefmPfnJykrNnz/LkyRPy8/NpaGigoqJizsfV+TxepgpEIpGZVIH5fPjHVEH3kOBxl6BzSBAICcLR+BAAgMT3XwMYZbBZIdMhsb5SZk2pRKZz8T1kdBLLhAuu/PO495pzAT2DogFB70MvUxXnCRY9ora2loMHD340lVlncTExMcGpU6fo7Oxkw4YNNDQ0zPozVMOjRMbuooWGEAgkUyqS4fMKOyE0RCyAUPwgGzHZyzBnbUY2z63BMn5swZMnTzhz5gw+n4/t27dz4MABbDZ9wCqZhEIhTp8+zb179+aUrP0hJmMaD/wKN/1RhqMqflUQfaX8kYk/XwXxZ61NlnAaZKptBrY7Lay1GTHrxgo/KIQQfH1T48pjjfL89zeGJYPuIQXfhBun/8/JyTBTV1c35yEuneTyarK2LMt88cUXrF+/fnafoRKFF7fg6RXwT4ElBdKywfiZpghKBDxjEA1DaiZsPADVW+Ylvdvv93P+/Hnu3btHZmYmR48eZdWqVfo1m2Q6Ozs5deoUHo+HAwcOsGfPnnkVWzQhGBRh2jUffSJEgBgRtHhzNt8/WwGQQBYSVknGKZmolhxUyQ4yF8ggTmfhGIqq/Gq/n4CmUWpZuAavqCZ4MOYhp/Ue+a332bBhA0eOHPloKrPO4sLn8/Htt9/y7NkzVqxYwbFjx2bfANPbC3/wB3DvXtyQNy8PsrM/r6FWCBgfh6EhMJlg06Z4ynHZ3CfxhBC0t7fT0tLC+Pg4Gzdu5PDhw3MePNT5PKLRKBcuXODGjRvk5ORw4sSJ2SVrfwBvTONhQOGWP0p/RMWvCSLayz8Vr9WuEK9dHQaJCouR7U4z6+0mrHrt+oPjtjrBVW2MfKyY5hrOMQeGY0HGBodRT97AqUgcPnyYTZs26c0TS4iXydrffvst0WiUI0eOsG3bttnVcmoMOu7Do4vx2tNshdQcMH9monUsCp5xiATiwy7r9sDqHWCaey0RCoW4fPkyN2/exG63c+TIETZs2KDXrkmmv7+fpqYmhoeH2bVrFwcPHpxX824hBP1j8KRbo7VP4AvFQ03F9AP15cetTX8tS3GDo9QUibVlEjVlMvmZetjpDw1PTONXB3wMRjSqbAtXu6pCcG/cR4brCYWPr7N61SqOHj1KdrYefrqUmE8NTFN8RMfvo/h7QFOQTA4ko/2zBkuEEAg1hFC8SEjItvy4uYItb1ZrepOenh6am5sZGBhgzZo1HD16lMxMfcAqmaiqytWrV7l06RJOp5PGxkYqKyvn9RzRAAw9iBvxTnbFjXVj4fjzVYL45rAGQor/3mCJG/Sml0PJHijYDGZ9NuUHx+1WjT+/qpKfATbLwr1bjXo0BgZGcQSaSLd42L9/P9u3b9eHVZYYLzUwr9fL/v37Z62BaULQLvzc0iYYFxGMyGRgwip93rFiQsODQkDEsEtG1svpbJbTP/s47yIajc6En5pMJg4ePEhtba1+zSaZ0dFRmpqa6O3tZcuWLRw9enRee8uEEAxPwtNujWe9Am8gXrtqIv58fbnlK6abmiRp2ujIJrGqWGJduUxR9sLOZOgkn6Aq+NeDflpDCqusCzecJITg/lQAe3cbxfcuUFlWRkNDw5yHuHSSy0sN7Pr16+Tm5s5JA4uICL1qN6NihJhQsEjxcdDPmckRQqCgECIECBxSKuVyBelSxrxc64ODgzQ3N9Pd3U1lZSUNDQ3k5c1PXazzaWiaxp07dzh79ixms5mvvvqK1atXz+u9LBaG4UdxI97xtrixrhKMP0eFmM67177XXY2WuEFvanHccLegFqx6C8kPj5s34f/4PyA3N27MsUBo4+NMtLXxzcqV9OXns2fPHnbv3q2Hny4x5ksDE0KgBt1Exu/Hw9SQkcypIFs+fyZH8SJiQSSDFaOzGnPmBmTj3GsbVVW5ffs2Fy9eRFVV9u3bx86dO/Xw0yTj8Xj4+uuvaWtrY+3atXz55Zc4nc55PceYR/CsR+NJt2DKH69dVe37P5d4vXa1mcFulaguklhfLlOa9/6QVJ3liaIJfmMowF1/lDULaKwhhOCxN4jR3UXJzTOU5udRX19PeXn5gqxHZ3a8qoGlpqZy/Pjx2Wtg4QA8vgxtdyDkh5RUcGZ+/ixNJBjvi1IVyCyAzUegbO3czXyJB22ePn2aFy9eUFxcTENDAyUlJXM+rs6nI4Tg8ePHfPfddwghqK+vZ9OmTfN6L1M0wfNQjFu+KG3hGL6YRkiImWL1pZ/Ey9rVJMV7hnNNMjudFjbZTWSa9P7MHxpdg4LfPRvDYmJB/UQCEUFb1xTO0DnsWhvbt29n//79+mz+EmM+NTA1OERk4j5qaDjeO2JKRTJYZ1G7+hExP5Jswegsx5y5Cdk09yYTTdN4+PAh586dIxQKsXPnTvbu3auHnyaZQCDAd999x+PHj6msrOT48ePz31s2Ogp37sDVqzA8HDfWVZTpjeHpglWbLmYlKW7S63TC2rVxw92amvhMmM4PBqHB3X8LHc2Quy4eSL9QDD1RmNS6GVn1J2QVOaivr2fFihV6H/sS4qUGdubMGSwWC1999RVr1qyZ1bFiIsaA1s+A5iZCBDMmrNgwfHZfU4wQQVRUbKRQaigjR8r7bE/Fd+HxeGbCT3Nzc2fCT3WSS1tbG19//TXBYJBDhw6xc+fOeZ3lU4WgLRTjtj/Ks2AMn6oRUAHEjD9T/HdxjNO1a5ZRZrvTzGa7iTzz4u51S4r5LsCEV/A7LSr+kKAwa4HSVKY39//SEQM2MUhLSws9PT1UV1dTX19Pbm7ugqxL59MZHBykqamJwcFBtm/fzuHDh7G8L23iMwiKAGPaKCPaCEECIMAoGTFhwojxtQeQEAIVlRgKCgoxoWLAQKqcSq6cT6aUhTkBRjJ9fX00NzfjdrtZpQ9YJQ2v18s333zDixcvWLVqFV999VXCTVliqmDCC6NewbgHIoogGgODDEYDpNolclIlstLAadMHP3/ovPiv8PA/QtYKMC7APo8QMPIEirbDtl+KcffBLS5duoQQgv3797Njxw6MRj09bzHzarK2w+Hg+PHj81LYCC2GGhwg5uskFhxAqCGQjEgGC5LBArL5taFQITRQIwg1gtAiIDQkox2joxSTowLZljvrdLL3oSgKN2/e5PLly0iSxIEDB/QBqyQghODZs2d8++23KIoyL8nan3JOnyoYUjSGoyoTMY2oJogBZknCKscFyHyzTK7JgEVv7vlB4w8J/kOLyvAklC5QiegPCSZ8En9hv0yBM9480dbWRklJCQ0NDRQXFy/MwnQ+mfHxcZqamuju7mbjxo00NDR8erL2h/BOQN9zaL8Hk0Nxwcdsi5vxWlLAaPq+aUeIuGFROBhv8ImG4ymMWYWwYguUrpl1svaHGB4epqWlBZfLRXl5OfX19RQWLmBSxA+EYDBIS0sLDx48oKysjMbGxoTvGahC4EVhSihMiigRNGIiLkIaJRm7ZCAdMxmSCQeLM5VMJ3lc9kT4v0eCFJllHIbkN3sJIWgLx6i2GvmlfDttjx5w/vx5wuEwu3fvZs+ePfOyx6iTOF4ma585cwaDwcCXX35JTU3N3O8tsRg8ewbXrsUbLSYmwGyON1E4HPFfr9aIqhpPOPb54r+iUcjIgK1bv2+4mOd9EFVVuXfvHufPn0dRFH3AKom4XC5OnTqFz+ebv2Ttj+BXNYYVjaGoyriiEXmldjXLkGsykG+SyTMbdMPdHzhRoXFKHaBPC1EkfV6T4nwRESqjRDlkyKHUC2fPnuXx48fk5eXR0NAw72ZfOvPPmxrYsWPH5sfkPeCB3hfQcQ/G+uPPT7M1XrdaU+JBMq/WrqrySu0aik+/Z+ZD9eZ47ZqaNfc1vcHExARnzpzh2bNnFBQU0NDQoA9YJYFoNMq5c+e4efMm+fn5NDY2JnzPQNUEHj+MegTjXghGBEos/mcmY3zwMzsNslIl0u26adEPnXv+KL85FCDTKJNuXJhBpc5wjFyTzN8rdDDQ+pwzZ87g9XrZunUrBw8enJ89Rp2EIYTg6dOnfPfdd/OqgQmhoYVHUHw9xPzdiJgfJBlJtsZ1V4Plbd1Vi8Z1VzUCIoZksGFMKcTorMSQUogkz2/t+nII8cyZMwQCAX3AKom43W5OnjzJ2NgYu3fv5sCBAwk3uFCC4BsE/yD4h0GNxF/pDKa46a49F5wF8RBpk37b+kETUwV/eFHlUaegqmBhetyiMUHvCBytldmxIsSFCxe4e/cuGRkZHD16dN7NvnTmn1c1sPLychobG8nKmnudGBQxukSA55qPIS2EgsAiyVgxYEXGjPzatRETGmE0QqhEhAqSRAYmVstOqmQHWdL8aww+n49z587x4MEDsrKyOHr0KCtXrtSv2QQTi8W4cuUKly9fJj09ncbGxoTvGWiawBOAca9g1AOBcLx2FYDJAClWiexUyE6TSHfopkU/dNpCMf71gB/LtGawEPRFVKyyxP+z0E6gt4uWlhbGxsZmwk/1IMnFj8vloqmpCb/fP28amBACPz5G1VHGxAhhwkhIGDFOT+SYXhvmFEIQIzY9kxNDFSomyUialE6unE+GlIlRmv/ata2tjZaWFiYmJti8eTOHDh2ad4M6nbcZGRnh5MmTuN1utm7dSl1dXcINLmJh8A+BbyBeu8bCoEZBNoLBDPaceN3qKIiHx+j8gBECfuu34JtvYN2613tEkkUsBk+fwvHjhP/SX+LylSvcuHGDlJQUjhw5wsaNG/U6YJHzpgZ24sSJeQkmEGqEWLAfxetCCw0jtPiNTJJfncn5/toQmhqfxXm5N4xANqVidFZidJQiW7Lm/VoKhUJcvHiR27dv43A4OHLkCOvXr9ev2QSjaRq3bt3i3LlzWK3WGVP7RCKEwBuMm/GOe8EbfL12tZq/110znWA06NfAD5n+iMqvDviJaoJiy8LUrsNRFUXA/6PQgXl0gObmZvr7+1m9ejVHjx6dlz1GncTS19dHU1PT/GpgQsTncLqfQefDuIkugMUGFnv8n0bT69+vhCESivc2KWEwWSCvDKo2QckqsNrntqZ30N3dTXNzM4ODg9TU1FBXV0dGRsa8n0fndSYnJ/n666/p6Ohg3bp1fPHFFzgciU0XjWqCEUVjSFEZjmpEhCCiCYyASZbINMrkmWUKTAacBkl/x/qBc+aeypl7GmW5YDIm/1rQhKBzEDZVSfz4bo1bN29w5coVDAYDBw4cYNu2bfps/iInURqY0BTU4ACKrxM1OIBQw9N+EtZ3165CRahRUMPx/qaXfhLOCkyOMmRrzrz7SUSjUa5evcq1a9cwmUwcOnSI2traeTWo03kbIQQPHz6kubkZgIaGhsTvcwkBHg8MDsLAAIyPx014YzGwWMBmg/x8KCyEvLz4/JjOD5bgOFz+ZxAYgcwF8g0NTcR/7fx7IBcN0dLSQmdnJxUVFTQ0NJCfn78wC9P5ZBKlgQVFkHFtlBExTFAEEDNeiHHd9f1eiDFiIoYBGee0F2KWlIU5AX1NAwPx/Zaenh6qqqqor6/Xw0+TgN/v59tvv+Xp06dUV1dz7NixhO8ZxMR07RpVGVY0QpogqglkwCxLpBllCqbnXdOXUO2aNPNdgHvtGn96RSPLKXCmJPf/oIgi6BuFQ5tk6mvjTZFCCF68eMHp06eZnJyktraWgwcPJnwjROfzURSF8+fPc+PGDXJycuaUrP0hYiLGhBjHp3nx4SUswihCQUga3/ttgwEZIyZSJDtOUkmX00mV0ubF3f1DvBzU0QesEo8QYiZVwGQyzaQKLJWbu84Ph1gErv1LGLwHuTXTiexJZKon3oC275chvSz+74LB4EzzRGpqKnV1dfNjiKMz7wwMDHDy5EmGh4fZuXMnhw4dmnfzHiEEWnQKNdiPFh5DjYwjYuF4U89rSHFjXqMNgzUbgyUHg714XpLJPkYgEOD8+fMzA1Z1dXX6PT9BvJqsvWbNGr788ku92V5nUdLap/F751XsFshIchqoEhN0j8DO1TI/tlueMfzo7OykpaWFoaEh1q1bR11dHenp6Uldm87HeTVZ2+l0cvz4caqqqub/REoUBtphpBdG+uKmvJEgxJRXS9e4oZHFBmk5kFMSb/IprPr8dO7PRAhBR0cHLS0tjI6OsnHjRn3AKkEIIXjy5AnfffcdqqpSX1/P5s2b9fcYnUWHKgT/bijAVW+U1SlGjEm+RoeiKlEh+KUCB6tT4k2RkUhkpnnCarVy6NAhNm/erDdPLELGxsZoamqip6eHzZs3U19fnxjznsFBuH8fXK74L48nnnasaXGDQCFAluMJx+npUFUV/7V5M8zDwMzHCIfDXL58eWbA6vDhw2zcuFG/ZhNAIBCgubmZR48eUVFRQWNj4/wna+vozAODWogmdQAJicwEhEJ+CE0I3CJEtezgS0M+xumNabfbTUtLC729vaxYsYL6+npycnKSujadj5M0DUyNwYALhntgtC8+sBIJxoNiZhZD3LjeYofUzOnatRQKq+PDKgmmt7eXlpYW3G63PmCVYNrb2zl16lTCkrV1dOYDIQT/eTRE81SYFVZj0oP6JhSNyZjG3yiws9URf7bHYjFu3rzJpUuXkCSJ/fv3s337dj38dBHypgb21VdfJcS8R1P8qAE3amQMNTyGiAVnTBReRZItSEYrBksWsjUbQ0oRsjk94fuGiqJw/fp1fcAqCUQiEc6ePcvt27cpKCjgxIkTerO9zqJkZCoefBoMC4qyk/ts1YSgawgqCyR+rs6A1Rw//8jICKdPn6a9vZ2ysjLq6+sT0ouqMzeSpYFpQjAgQrhFiCERZkJECaMSRXvt+wxCwioZcEpGCrCSL9sok1KwSol/xg0NvT5gVV9fPy8mTjpv09vbS1NTE+Pj4+zdu5f9+/fr7946i5L/Oh7iT8ZDVFqM2JJsaOVTNQaiGv9tbgoH0+L7d5qmzQRJRqNRdu3axd69e/UgyUVIsjSwqIgwISZmZnIiIkJMxKZncgDi2qtBMmLGjF2y45RSSZczcOBMeO2qqip37tzh4sWLxGKxmfDTRAeZ/BCJxWJcunSJq1evkpGRQWNjI2VlZQu9LB2dt5mYgP/1fwW3G1at+j5EMhkIAS9eQGkp/PIvxwOgiRt/nT17lidPnpCfn09DQwMVFRXJW5fOJ5MMDSwe0DaGGhpEDY+iRibjBrta9PVvlOT43rDJjsGag8GajTGlBMmYWMNziIefnj59mufPn1NYWEhDQ4N+z08Qw8PDnDx5koGBAbZt28aRI0ewWBKvrevofC7npyL8x9EgRWYZpyG5vQFBVdAdifEXsmw0ZsV7TV/uN545cwafz8e2bds4cOCAPpu/CHlVAyssLKSxsTExGlgkCO42GHXH53L8U/F/p6mvf5/JEg8cz8iDnGIoqILc0ng/cQIRQvDo0SPOnj1LIBBgx44d7N+/P+FBJj9ENE3jxo0bnD9/npSUFI4dO8bKlSsXelk6Om8Righ+94xK17CgPA/kJM/kuMcEDpvEX603kJ0WP7ff7+f8+fPcu3ePzMxMjh49yqpVq/SZtkVIMjQwIQRaZAI1OIAaHkWLTkz7SbyrdjUjGVNmaleDvRjZOP+G9m/i9Xo5d+4cDx8+JDs7m6NHj7JixQr9mk0AExMTnDp1is7OTjZs2EBDQwN2e+I/Yx2dz6XvOtz6/4EtC1KSPEIQi8DYC1h1Ajb91Zeji4L29nZaWloYHx9n48aNHD58WJ/NX4S81MCuXLlCZmYmJ06coLS0dP7PI2JMiQk8mhcfHsIiTEwoaG94IcpCxiS99EJ0kiankyalJ8ULsbW1lZaWFiYnJ9myZQuHDh3S/TsTgBCC+/fv09LSgizLfPHFF3oQ3hxJqvmuqgm+vaVx9YlGfibYrcn54KIxQc8IrCuX+Av7DNgsr59XVVVu377NxYsXUVWVffv2sXPnTr15YpHgcrk4deoUPp+PAwcOsHv37qQMZQghUIgSEiFixNDQkKb/Z5Ys2LDNe5r2p/LmgNW+ffvYsWOH3uQ5T4yOjnLy5En6+vqora2lrq4uMYYeOjrzhKcXbvwr8PRDzurkGfB6++Mp8Fv+Oyg/+Pafj42Ncfr0aVpbWykuLqahoYGSkpLkLE7ng0Sj0RlT+/z8fBobGyksLEzKuYWmIhQfWswPQo0nkkkyyCZkkxPJaJ/3RLJPZXR0lJaWFtrb2yktLaWhoUEfsJonNE3j9u3bnD17FovFwrFjxxKerK2jMxeEEJx7oHHuvkaWE1LtyaldY6qgewiqiiR++oCBtDfOq2kaDx8+5Ny5c4RCIXbu3MnevXv15olFgtvt5uTJk4yNjbFr1y4OHjyYnH0FIeIp2t5pEyN1utnHYACrA9Ky4s0+C8C7Bqz27NmjN3nOE1NTU5w6dYqOjg5qamr48ssv9Q1pnUXNqKLyG4MBXGGVVTYDhiRt6o8pGhMxjZ/KsvJF5tv7Ox6PZ6Z5Ijc3l/r6eqqrFyiuVOc1VFXlypUrXLp0ifT0dI4fP568QSJVhZERGB6GaDT+e4Mhnmqclwe5ufHfLwBTU1OcOXNmZsCqvr6eysrKBVnLcuNls3JzczNCiOQka+vozJFH2hSX1DFSMJAmJUfX1ISgX4TIk618Ycgn4w3jXyEEz58/5/Tp03g8npnwU71hbnEwMjJCU1PTjAZ29OjR5O0rREJxA96wf7p2FfFwGIsNUnPAmpLcYeZp3gw/1Qes5he/3893333HkydPqKqq4vjx4wlP1tbRmQvemMa/HQrwKKiw0mrElCQDXk9MY0BROZ5h5SezbG+9gwYCAS5evMidO3dIS0ujrq6OtWvX6u+qi4BXNTCr1cpXX32VNA1MCA0RC6ApPtBiCKHGdVbJgGx0IJmcSPLC1K6vDlhlZGRw9OhRVq9erV+z80Rraytff/014XCYw4cPs337dt3UXmdR86hT48+vqhhkyMtIzn1ACEHPiESmE376gIHinLfP63K5aG5uZmRkhA0bNnDkyBHS0tKSsj6dD7OQGlhUaEwRJSBUVAQCgQEJMzIZkpkUDAvyPHs1/HRsbEwfsJpnwuEwZ86c4c6dOxQXF9PY2EheXt5CL0tH572ENMG/Hw5wwxel2mrEmqTaNaBqdEdUDqdZ+Mu5KW8FrkYiEa5cucL169exWq0cPnyYTZs26e+qi4CF1MCEEESIEBIhNNSZmRwZeWYmx5AEM/t3EQ6HuXTpEjdv3sRut8+En+q16/zQ3d1NU1MTU1NT7Nu3j7179+rzTjqLm0eP4Nd/HUIhqKxMjmYlRDwc2uGAX/xFWL/+rW/p6+ujubkZt9vNqlWrOHr0KNnZ2Ylfm85HWUgNTGgxNMWDiAWnZ3IEkmSYnslJRTKmLNjzrKenh+bmZgYGBlizZg11dXV6+Ok8oSgKFy9e5Nq1a2RnZ9PY2KjP6OksahRN8LujQc57IpRbDNiTZMAb1gQd4Ri7nWZ+Ps/+Vs2sKAo3b97k8uXLSJI0EySpv6suDhZMAxMCgl7wjkM0HDfglWSQDWBPhdSspISIvwtFUbh27RpXr17FaDRy4MABtm7dqoefzhODg4M0NTUxODjIjh07OHz4sB4opbOo6RsV/OEFlUk/lOWKpL33D08KNAE/2mNgXcXb9+Xh4WFaWlpwuVyUlZXR0NCQNM8CnQ+zkBpYvHb1IWb8JF7WrsYF95MYHBykpaWFrq4uKisrqa+v1wOv5wlVVbl+/ToXLlzA4XBw/PhxfUZPZ1EjNHj8X+DFn0NqCViT1DakRmHsORRshR2/BJY3Wj9UVZ2ZzVcUZSZIUn9XXRwslAYW90JUCIngK16IICFjlszYSFkwL8Q3/Tv37t3Lrl27dP/OeWJ8fJympia6u7vZuHEjDQ0N+rzTPJBU810AJSZouqFx64VGXgY4bYkt6CKKoHcUVhVL/NR+A86U958vFApx8eJFbt++jcPh4MiRI7q78wISDAZpbm7m4cOHVFRUcPz4cV1se4NXB6xSU1Opq6ujpqZGv2ZnSSwW4/Lly1y5ckVP1tZZcoy3wa1fB/8QZK2K6zqJxOsGJQQb/jJUf/Hh3qKuri5aWloYHBykpqaGuro6fbB6AWlvb+frr78mEAhw8OBBdu3apTc3v4HL5aKlpYXh4WHWr19PXV2dPmA1B4aHh2lqasLtds8ka+tGoTpLAVUTtNzRuPxEI9MB6Y7EvmMr06Ex5XkSP3XAQFbq+88XjUa5evUq165dw2QycejQIWpra/X7+QIRiUQ4d+4ct27doqCggMbGRgoKChZ6WYuKNwesDh06xObNm/VrdpZomsbNmzc5d+4cNpuNY8eOsWrVqoVelo7OJ9EfUfm3w366wxorbYa3BjLnmxFFZSomaMy0ciLT+sF074GBAZqbm+np6aG6upr6+npyc3MTuj6d9/NqsvaePXvYv3+/Lra9gdvtprm5mb6+PlauXEl9fb0+YDUHJicnOXXqFC6Xi/Xr1/PFF1/oRqE6SwIhBHe1Sa5r49gwvGWEO9+oQjAgQmTLFhoM+eRI7x8qiMVi3Lp1i0uXLiGEmAk/1YdVFgZdA/s4sViMGzduzAxY7d+/n+3bt+vX7CwRQvDgwQNaWlqQJElP1tZZUowpKv9uOMDzYIxqqxFLgk2MJmMaQ1GVo+lWfibH9sFaeXR0lNOnT9PW1kZJSQkNDQ0UFxf//9n7r++4tja/7/2uSsg55wzmnDNigdwE0ElqtzQkWTpWD9kePrryXyANX9i+9Rh9Ifn4nLblVkvuVjfBhCokkmCOYEbOGSgAVahca81zUQQ2yc1NEmChQILzMwbHft9NoGpxs1Cr5nzm83s29Pqk3zc9Pc2lS5eYmJjg8OHD1NTUyMFjH5mZmcFisdDX1ycbrELA4XBw/fp1Xr16RVlZGRcvXiQxMXGzL0uSvsrDbo2r91cCeNnQz4WaEAxPKyTFwp+c0VOU9fvPpWkaT58+pb29HY/Hw4kTJzh9+rR8P98kH9fA6uvrKS8v3+zL+q5omsbjx49XG6xOnjzJqVOnZIPVN3jz5g1Xr17F6/VSU1PD4cOHZR1b+iHYAxr/n2kXj50+SiIMROk3du3qUDVGvBqn4038s/Tozwb+Li4u0trayosXL8jIyMBsNlNSUrKh1yf9PlkD+7KFhQVaWlp49eoVWVlZmM3m8A2F3YLcbjdWq5UnT56Ql5dHY2MjaWlpm31ZkvR17t+Hf/fvggG8paUbG8ArBPT1QVQU/Kt/BUeOfOZLBa9fv8ZqtWK32zl8+DAVFRWysXqTyBrYlwkhePHiBa2trSwvL68OP42KitrsS/thDQ4O0tTUxNLSEufOnePUqVMydFH6Ibg1wV9Ou7jt8JIfoSdugwN4XapgwBvgcIyJ/1dm9Gefz+l00t7ezuPHj0lMTKS2tpYdO3bI9/NN4nA4uHbtGq9fv5Y1sN/hcDhob2/n6dOnJCcnYzabKS8vl6/ZdfL7/bS3t3Pv3j3S0tJobGwkJydnsy9Lkr5K/4TG39zSsDshP0N8tkfmWwkhmFoATUD9MT2Hyj9/L18ZJDkzM7M6SFL25m8eWQP7PCEEPT09WCwWbDYb+/fvp6qqiri4uM2+tB/WxMQEly5dYnp6muPHj1NZWSnr2NIPQfVD119C71WIz4Go5I19voAX5rshfQ8c+9cQ/ZkoPY/Hw61bt7h37x7R0dGrgyTl+/nmeL8Glp+fT0NDg6yBfcTtdnPz5k0ePHhATEwM1dXV7N27V65d10lVVW7fvs3NmzeJi4ujoaGB4uLizb6sLSPs4bsAPr/g+iONe280YiIgPXFjDtMuLgvm7LCrUOEPT34+ePd9NpsNq9XKmzdvyMnJwWw2y+bDMPp4srbZbGb//v3yTfQz5ubmsFqtdHd3k5eXh9lslpMr12h4eJimpiYWFhY4ffo0Z86ckc200g/H1geP/gJsg5BcDKbY0D+HFgg+jyEyGLxbVP11Z4qEEHR1ddHW1obT6eTYsWOcPXtWBnCGkdPp5Pr167x48YLi4mLq6+tJTt7glf8PTNM0nj17Rltbm2ywWqdAIMCNGze4ffs2KSkpNDQ0kJ+fv9mXJUlromqC1qcat14IjHpBZhLoNiBoweESTC1CabbCn5zWk/yZ4N332e122tra6OrqIjU1ldraWsrKyuTaKYxWJmu73W6qqqo4duyY3LT+jKWlJVpbW3n+/LlssFqnqakpLl26xOTkJEePHqWqqkp+PpF+OONelf9jxkmPO0CeSU+8IfTvm6oQjHhVBNCYHMmFpM8H764QQtDd3Y3FYmFhYYGDBw9SWVlJbOwGLLClT/J4PLS2tvLw4UNycnJobGwM22TtH9FKg1VLSwtLS0scOnSIiooK2TC7BpqmrU7Wjo6Opr6+nrKyss2+LElaEyEET7VF7mnzaEAGERtymNYtVGaFl0xdJDX6jM8G777P5XKtDj+Nj4+nurqa3bt3y7VrGMka2No4nU46Ojp4/PgxCQkJssFqHebn57l8+TKDg4Nysrb0w5r3a/wf0066XH6yTXqSN2DtqgnBmE/DownqkiL4o+QojF+5/zwwMIDFYmFqaordu3dTU1Mjmw/DyO/3c/PmzdUaWGNjozyj8wXvN1jt3buX6upq2WC1BkIInjx5gtVqRa/Xc/78efmZWvrhCCF42ie4+kDF41XITRMYNiAk0OMTjM1BRpLCH53WU5jxdc/h9Xq5ffs2d+/exWQyUVlZycGDB2XdL4wmJydpamqSNbCv5PF46Ozs5N69e0RFRckGq3Ww2+1cvXqVt2/fsm3bNn755Rf5+UT64dgDGn856+KBw0+6USHVoAv5Z0QhBJN+jaWAxrmECP5R2ueDd983Pj5Oc3MzIyMjlJWVYTabZfNhGL1fA4uJieHixYuyBvYFIyMjWCwWxsbG2LZtG7W1tXL46Rqs1K6vXbuG3+9fDfSQa1fph/PoEfz7fw9zc1BWBhuxLvF4gsG7aWnw538OBw9+1bcFAgHu37/PrVu3ADhz5gzHjh2Tdb8wkjWwtfH7/avDT/V6PefOnePIkSMyNHYNXC4XVquVp0+fUlBQQENDg/x8Iv1w3Jrgr2Zd3FzykmjQkWncmLXrbEBjzi84Fmfkn6Z/Pnj3fTMzM1itVnp7e8nPz6eurk4GcIbRxzWwCxcusGvXLrmO+Izp6WksFgv9/f0UFhZSV1dHVlbWZl/WD6W/v5/Lly/jcDg4d+4cJ0+elJ9PpB/O0JTgbztVZhYFuakQaQr9+6Y/IBibU4iOEFw8rmdfsfJV78+apvHkyRPa29vxer2rgyRl3S98ZA1sbVRV5fHjx3R0dOD3+zl9+jQnTpyQobFr4PP5VkPtMzMzaWhokMPZpR+O6oeXfwU9V8AYDQn5GzObzTUPjjHIOgyH/9vPB+++b3FxkZaWFl6+fElmZiZms1kGcIbRxzWw2tpaDh06JNeun2Gz2WhpaeH169dkZ2dTV1cn8zvXaGxsjEuXLjE3N8eJEyeoqKjAaDRu9mVtKZsSvgsQUAWPegQ3ujQWnYKclNAt6gKqYGxWwWQUHNuh4+weHVERa3/s4eFhmpubmZiYYMeOHdTW1sqQug32/mTt3bt3c/78eRlusQaDg4M0NzczNTXFrl27qKmpISkpabMv67vm8XiwWq08fvyYvLw8GhoaSE9P3+zLkqR1c0zAy/8IY/fAGAMJeaCE6Ez9ykIuuRx2/xlkHVj7Y/j9fu7cucPt27cxGAycO3eOw4cPy+LEBvp4snZdXZ2cDLIGPp+P27dvc+fOHdlgtQaDg4NcvnyZxcVFzp49y6lTp+TBPumHpWmCZ/2Cji6N6UVBdjLERIbmPVTVBBPzCgLB4TIdlft1Xz005n2Tk5NYLBYGBwcpLi7GbDaTmZkZkmuUPm15eZlr167x6tUrSktLqa+vl+EWa/B+g1VpaSlms1muw77A7/fT0dHB3bt3SU1NpbGxkdzc3M2+LElat3m/xt/b3Nyx+zAokB+hRx+iNYo9oDHqU8mN0POHyVEciTWuef2jqioPHz7kxo0bqKq6enhCFic21vuTtaurqzly5Ihce32lQCDAgwcPuHnzJkIIzp49KxusvoKcrC1tJUIIBoSTe9o805qHVCWCGCU07wGaEMzhJYCgXInjuD6FBGXt98T5+XmsVitv374lJyeHuro6Oahpg8ka2LeZnZ3FarXS09NDfn4+ZrNZrsO+QFVV7ty5w40bN4iLi6O+vl4O3ZF+aPaAxmWbh5t2L6qAwkg9hhCtXZ2qxpBXJcOopyE5klPxpjWvizVNWx1+6na7OXbsGGfOnJHDTzfY4OAgTU1NLC0tcfbsWU6fPi1r3V9J0zSePn1KW1ubbLBag7m5OZqamhgeHubAgQOYzWaioqI2+7Ikad36JjRaHmsMTgvS4iExNjT3ViEEM4vg9MDOAoXaQ3oyktb+2EtLS6vDT9PT0zGbzZSWlobkGqVPe78GlpaWRkNDg1x7rcHi4iKtra28ePGCjIwM6urqZIPVFwghePToES0tLRiNRi5cuMDOnTvlWTrph+VSBZZFD9ZFD25NUBRhwBSiweJuTTDoUUkyKFxIiqAyIXLNjy2E4M2bN7S0tLC4uLg6/FQOktxYsga2fkIIXr16RUtLC3a7nSNHjnDu3DkZrPgFS0tLXLlyhZ6eHnbs2MGFCxeIj4/f7MuSpPXr7YW/+ivo6oLUVMjMDE3SghAwNRUM9t2/H/7RP4J1rDldLhcdHR08evSI+Ph4amtr5WfaDSZrYN9meXl5dfhpUlIStbW1bN++Xb5mP0MIwcuXL7l+/TqqqlJbW8vBgwflfzPph+XTBG2LHq4telkKCIoi9V892OVLvJpg0BsgRqejNjECc1IkUet47P7+fiwWC9PT0+zZs4fq6mrZH7LBZA1s/YQQq8NP5+bm2LdvH1VVVXId9gUul4vm5ma6urooKiqivr6elJSvTDuTpO/QlE1gfaLyelgQGwnpiYTs8+LCsmDeDoUZCrWHdJRkr72nw+v10tnZyd27d4mMjKSyspIDBw7I/pAN9HEN7JdffmHHjh1yHfGVPB4Pt27d4t69e0RHR1NdXc2+ffvkf78v6O3t5cqVKzidTioqKjhx4oT8OZd+WJoKQ+3w5m9heQqSSsAUopKm6oeFftAZobgGdvwxRMSt/XHGxsZobm5mdHSU8vJyzGazHNS0wWQN7NuMjIzQ3NzM+Pg427dvp7a2Vq7DvsDr9dLW1saDBw/IysqioaFBDt3ZIJsWvrtiyiZoeaLyekRg0EFaAusKygXwBQTzS7DshaIMhZpDOkqyvm6Cyu8RQvDixQtaW1tZXl5ePTwhN/BCS9M07t27R3t7O9HR0dTX18vJ2uukaRrPnz+ntbUVl8vF8ePHZYPVJ6wc5rt27Ro+n09O1pa2FC0AQzfgzd+AYxJi0iAmA3Tr6PkTAjwLwccxRAYXctv/ECK/ccCVw+Ggvb2dp0+fkpycjNlspry8XP4MhpjNZqOpqYnBwUH27t1LXV2dPLS8Tna7ndbWVrq6ukhLS1ttsJKv2Q+53W4sFgtPnz4lPz+fhoYG0tLSNvuyJCkkbHZBy1OV5wOgAKkJguiI9RUlA2qwAOlwQXaqQvVBHTvzv33t2tPTg8ViwWazsX//fqqqqoiLW8fuq/S7hBA8ffoUi8WCXq/n/Pnz7N69W94P1kEIwdu3b7FarSwsLHDo0CEqKirkAJ5PGBgYoKmpSU7WlrYcTQgeLvv5e5ubMY9KklFHmlGHcR3vqUIIHKpgyq+hU+BknInG5ChSjN9WsHe73dy8eZMHDx4QExNDTU0Ne/bske/7IeZwOLh69Spv3ryhvLycixcvysna6/Rxg1VNTQ27du2Sr9mPvD9ZOyMjg4aGBnJycjb7siQpJJZFgAfqPK81OxqCRMVENPp1vQ+oQrCEn2URIFkxcVSfzDYlDt03vqcMDQ3R3NzM5OQkO3fupKamRg4/DbGVGtjVq1fx+/2yBvaNBgYGaG5ulg1WXzA2NkZTUxOzs7OcOHGCc+fOyUAPaUsQQvDcFeDv5t30ewLE63VkGHXrDjJaVjWmfBoacCjWyB+lRJFl+rZ9Hp/Ptzr81Gg0UllZyaFDh+Qh9hB7vwZWUFBAQ0ODPLS8TrLB6uuoqkpnZyc3b94kISGBhoYGioqKNvuyJCkknB7BrRca999qeH2QEg/x0euru2qawLYMi8uQFKtwbp+Ow+UKBv23rX8mJiawWCwMDQ1RUlKC2WwmIyPjmx5T+q3+/n4uX74sa2Ah8H6DVVlZGWazWZ7X+YTZ2VmampoYGRnh0KFD1NTUyH4Aact46/LzX2xu3rpUYnSQadITsc61q0sVTPlVvJpgX4yRP06JoiDy24a9BQKB1eGnQghOnz7N8ePH5fDTEPu4BtbY2Eh2dvZmX9YPKRAIcO/ePW7duoWiKJw9e5ajR4/K4acf0TSNhw8f0traSkRExGqghyRtCW43XL8Oly/DwkIwgDc1Fdazh6VpwcDd6WlITISGBjh/Hr6xz29ubg6r1Up3dzd5eXmYzWby8vK+6TGl3/q4BlZRUSE/w6zTzMwMFouFvr4+CgoKMJvN8rzOJywuLnLlyhV6e3vZtWsX58+fl/0A0pYx5Anwt/Nunjv9ROgUMo16ote5l+vRBFM+FZcm2BFt4I9SotgW9W3vz5qm8ezZM9ra2vB4PKu9+XKQZGjJGljoaJrGkydPaG9vx+fzrQ4/led1PiSE4Pnz5zQ3NyOEwGw2s3//fnmWTtoSAqrgYbfg5nMNm0OQHAdJsaBbx96wEAK7C+bsEGWCYzt0nNmjI3qd2U8rlpaWaG1t5fnz56Snp1NXVyeHmWyA2dlZLl26xOjoqKyBfaOFhQVaWlp49eoVmZmZ1NXVyc8qn+B0Orl+/TovXryguLiY+vp62Q8gbRn2cXj11zB2DxQ9xOeAaZ1t76ovmNXkXYLkMtj9Z5C5/9tmvQkheP36NS0tLSwtLa325sscodCSNbDQWRk01tLSgsPh4OjRozK/83d0d3dz5coV3G43VVVVHDt2TJ6t3kCbHr4LwUXd8wHB416N0VmBPwCJMRATCRHG3z9UK4TAr4LLAwtOAIXMJDhYpuNAqfLNC7n3+f3+1cMTer2ec+fOceTIEXnQMwQmJye5dOkSU1NTHDt2jKqqKrmxFwIfN1hVVFRw6NChTX3NCqEhAi4QKkJoKIoOFAOKISr4v8PEbrdz5coVuru72b59O7/88oucKiBtSY4JGGyH0duwPB0Mz41ODS7s9J+pJQoNfM5g6K57ASITIXMfFFZCxt7QDO1eMTU1hcViYWBggMLCQurq6uTEhRBQVZW7d+/S0dFBbGws9fX1lK5jKrr0W5OTkzQ3N39fDVY+D3icoKqAAL0BIqIhInyLTSEEr1694tq1a3KytrSlqZrg9bDgcY/G0LTA64P4GIiNhEjT5xtC/QGBywuLywqqJkhPVNhfonCwXEd8dOh+VlRV5fHjx3R0dOD3+zl9+jQnTpyQa6wQmJub4/LlywwNDbF//37MZjPR0dGbfVk/PFVVefDgATdv3kTTtO+jwUrTggfmvd7g/VWnA5MJkpMhjGvq9ydrFxYW0tDQICe6SVvSnF+l0+7jnsPHlE/FqCikGHXE6JTPhhkJIXBpArsqsAU0YnQK26ONnI43cSDG+M3BgO+z2Wy0tLTw+vVrsrOzqauro6CgIGSP/7MSQvD48WOsVitGo5ELFy6wc+dOuY4IgfcbrHJzc6mrq9v8Biu/F9xOUAOACE6JioiCyPAW9/v6+rh8+TLLy8tUVlZy/PhxWeeRthwhBEPCxWvNzqhw4RYqsYqBKPREovvs+2xAaHjQcOAngCARI9uUOHbqE0hQQvcZfeVAe2trK06nk2PHjnHmzBl5eCIElpaWuHr1qqyBhZimaXR1ddHW1obb7f4uGqyEEAjVDZr/Xd1Vea/uGr572/uTtTMzM2lsbJR1HmlLsgc0btm93HX4mPBpKECKQUesXvlsmJEQArcGdlXDFtCI1CmURRo4nRDB4VgjhhCuf+x2O+3t7Tx79oyUlBTMZjNlZWVyjfWNZA1s43zcYLUy/HQzqULFhw+BhgB0KOgxYMQY1r/z0dFRmpqamJub49SpU5w9e1YGekhbjhCCgcngmeGeMYHDDXGREBcdbOb8XENoQBW4vbDkBG8AEmMV9hQpHCrTkZEUup9VIQTd3d1YrVZsNhsHDx6ksrJSDpIMgfdrYEVFRdTX18saWAisDOOxWq3fTYOVEAI/PlRUNAQKoEOHERP6MK5dA4EAnZ2d3Lp1i8TERBoaGigsLAzb80tSuDhVjbsOH7ftPoa9KgJBqkEfXLsqn+/J8QhwqBrzfoFRgaJIPafjIzgeZ1r3AJpPcblcq8NP4+LiqKmpkUOvQ0TWwDaG0+mko6ODx48fk5CQQE1NzabXtANCw4lK8KdcoEPBhG7dwxjXa3p6mqamJsbGxjhy5AjV1dVEfmOQqCR9l/r6oK0NHj6E+XmIiwueI4yN/fxZQlWF5WWw2cDhgJQUOHoUKishxHtgg4ODNDc3MzU1xe7du6muriYpKSmkz/Ezer8GlpWVRUNDg6yBhUh/fz/Nzc3MzMywd+9eqqurN3VQuxCCAH4CBFbXrgo6TBjRK+EL3tc0jfv379PW1kZUVBQXL15k27ZtYXt+SQoXrya45/DRafcy6FEJCEGKUUecXkfkF9auXhEcdjoX0NChUBCh51S8iRNxEesO8f0Un8/H7du3uXPnDiaTicrKSg4ePCjDTkJgdHSUS5cuMT8/L2tgIeT1erl16xb37t0jMjKSqqoq9u/fv6mvWSFURMANIoAQIpghoTOg6MObJ7GwsMDly5fp7+9nz5491NXVyTqPtCVN2YJ11xeDGovLwT7XhGiIjgT9Z/Z3NU3g9oHDBcseiIuC8jwdh8oUijKVkO41jY+PY7FYGB4eprS0FLPZTHp6esge/2cVCAS4desWnZ2dJCYm0tjYKHudQmR0dJTm5mbGxsbYtm0btbW1mz+o3esGr+tdT44S3JuKjAFT+PZlhRA8e/YMi8WCoijU1dWxd+9eWeeRthwtAKN3YagD5t6C6oGoVIiIB2P05zOXAl7wOcA5CwiIz4OCs1BUGfz+UAkEAqu9+UIIzp49y7Fjx+QgyRCQNbCNsZLf2dnZiaIonDt3jqNHj36HWYh6FEN0WNeuy8vLXLt2jVevXlFaWkp9fT2JiYlhe/6f1XcRvrtC1QTD04IXA4LuMQ2nB3yB4O8Z9KBTQAE0AQEVxLt/HxMB+RkK+0t0lGYrmIwb96FseXl59fBEUlIStbW1bN++XX4QXAefz0dHRwd3794lPT2dxsZGOa1yAzgcDtra2lYbrGpraykvLw/La1ZoAVT3FJpvCc1rQ/XOIQKeYLInAlBA0aEYotBHpqKLSEZnSkQfmYGiC/2NUQixOlXAZDLxyy+/yJ9f6afgWYSJxzB8IzhlxecI5onpgvUKFB0IASIQXASigDEGopIg/zTkHIP43NCG7r5PCEFfXx8Wi4W5uTn27dtHVVWVDARYp/HxcS5dusTMzMzqZG0ZuBhaQgh6enqwWCzYbDYOHDhAVVVV+ApvdhvMDMPiLMyNwtIc+H3v7q8Ef6gNJkhMhdQ8SEyD9HyI35hGpaWlJa5cuUJPTw87d+7kwoULcrK2tOVpmmBsDl4OabweEjg9Ao8/+HsGXfAe+5u1qw6iIiEnRWF/qY5tuQqRpo37HOrxeFYPT0RHR1NdXc2+ffvkZ991UFWV27dvc/PmTeLj46mvr6e4uHizL2vLcbvd3LhxY7XBqrq6mj179oTnNRsIwNu3MDoKw8PBA/MLC8F/L0Twg7BeD/HxUFICRUWQmws7dsAGBC0JIXjx4gXXr19H0zTMZjMHDhyQP7/Slresajx3+rlr9zHiU1lWBQEh0AN6RUGnBO+pmgC/CB5yj9IpxBt0HIk1cijWRGHExjaTjYyM0NzczPj4ODt27KCmpkYGAqzT7OwsTU1NjIyMcPDgQWpra2Xg4gYYHBzEYrEwOTnJrl27qKmpCV+DlXMJpodgcQ7mxmBhOhjA+8Ha1QhxyZCeBwnpkJYLiekbsgklJ2tLPyMhBHP46NOW6dEcuAjgRQvOblIUdAR/1gQCVQiEAjqhEKnoSFUi2K6Lp1CJJnoDm8n8fj93796ls7MTvV5PRUUFhw8floEA66BpGo8ePaKlpUVO1t5AHzdYrQw/DUezihAammcW1WtD8y2iemYRAWfw3rpy5EPRoegj0EekoItIQWdKQB+ViaLfmBpBT08PV65cweVyrQZ6yGYzaatza4KXTj93HT4GPAGWVYFfCHQKGAiuXQFUAX4BIIjSKcTpFQ7EmDgcZ6I0Uh/SgTEfm5qaorm5mcHBQYqLizGbzWRmZm7Y821li4uLXLlyhd7eXlkD20ATExM0NzdvSoOVT/iwi0Vcwo1D2HEJJwEC7+KLBAoKOnREKpHEEU+MLoYYJY5YYjdkD8rr9dLS0sKjR4/Izs6msbFx8wfBStIGE0IwuwSvhzW6+gV2V3CgKYBeF/y1UndVNQXt3X03KgLSEhQOlOrYnq+EdNjpx1RV5dGjR3R0dKCq6urwUxkIsHbv18CEEJjNZvbv3y9rYCH2cYPVmTNnOH78eFgarIQQLONgWSzj0pw4sOMRHjS01XurgoIBAzFKDHFKPFFKNAlKIsYQDn563/DwME1NTdhsNk6fPs3Zs2dls5m05fk0wWt3gHt2L93u4NrVJ0BBYFR+Xbtq761dI3QKsTqF3TFGjsWZKI8yhHRgzMfm5+exWq28ffuWnJwc6urqyM/P37Dn28pkDSw8ZmdnsVqt9PT0kJeXR11dHbm5uWF5bo9QGRduFoSPGeFlVnjxvAu2B1BQ0KMQqxjIIpJknYk0IshQIjdkDyoQCHDjxg1u375NSkoKDQ0N8udX+jlMT8OjR3DjBszOBoN1hQgeGDYYgv/UtOCZQ00LnnuIjYX0dDh3Dg4fDv7vDaJp2urwU5fLtTpIUgYCrM/7NbCqqiqOHTsma2AhpmkaT58+pb29HY/Hw4kTJzh9+nRYhp8KIXDiZFk4cGlO7NjxCDcaK/2uwOraNZZYJZZoJYZ4JYEIZWOub2pqikuXLjE5Obka6LGZg2AlKRwCQtDtDvDA4eOl08+yJvBowZ9B00drV58I9qJHKBCjV9gWZeBEfAQ7ogwhHRjzMbvdTmtrK11dXaSlpa0OkpT7mWsna2Dhsbi4SGtrKy9evCAjIwOz2UxJSUlYnlto/vfyJOZRvfPv8iQEH+RJGKPRR6Shi0hCb0pCF5W2IUPGNU3j3r17tLe3Ex0dTX19PWVlZSF/Hkn63iw5BW9HBE/7NObswbqrEMGcJr2O1Z4cVQv+UpTgYNT4aIV9JQo7C3SkJ27cfU4Iwdu3b7FarSwsLKwOkpSh2OuzUgNbWFjg9OnTnDlzRtbAQmxlaHtLSwt2u53Dhw9TUVFBdHR0eC5gaRZmRt/lSYwF/3/A/2FPjjECEtLe9eSkQnoBxG1Mz5DNZqOpqYnBwUH27t1LXV3dpg6ClaRwEBrMdcPYXZh4BF4HBNzB+6neGPwxVJTg16nvfjz1JoiIg5TyYF5T5n4wbOA2rcvloqOjg0ePHhEfH09NTQ27du2Sa9d1kDWw8HA6nbS3t6/md9bU1LBjx44wZSGqqJ5pNO8Cms+G6vm9LMTIYBaiKTm4fo1MR9GF/nOWEIInT55gtVrR6/WcP39eDi8Oo+8qfPd9Hp9gbgnm7YLZJYHNAf6AQABGvUJ8NKQnKqQkKKTFB6euhPNFMzMzg8Vioa+vj4KCAurq6sjOzg7b8//o+vv7aWpqYnl5mYqKCk6cOCEbaTfY1NQUFouFgYEBioqKMJvNGzZxVfM7CDhH8dv7EF4bQmirzZ7oIt4luyuAQAgVVB9Ce7eJqujRR6ZgjCtFH5uHzhCaxdbMzAxNTU2Mjo5y+PBhampq5CEC6acjNHDNw/IkOCbAPga+ZVB9wRBeQyTE5UBcFsRlQ0xGcMEXLpqm8fjxYzo6OvD5fJw8eZJTp07J4Niv5PP5aGtr4/79+2RmZtLY2Cgna2+wjxusTp06xcmTJzemwUoNBEOLBl7AyBtwO4L/3hgJEVHBzdGVySlCC4bxel3BYCMERMVB/nYo2guZhaD/9oWdpmk8ePCAtrY2IiMjV0PtJeln4/ULbHaYXRLMLQnm361dNQFGPcREKqQnKaTFK6QkBCeAhnPturCwQEtLC69evSIzM5O6ujqKiorC9vw/utHRUZqampibm+PkyZOcO3dONtJusPn5eVpaWnjz5g05OTmYzeaNm7i6sPDrgfj+fvD7gyG7sbHBXyuH4oUIHopfXg7+CgSCv5eXBxUVwYPxITr8tbCwwJUrV+jr62P37t2cP39eHiKQfjpCCBZVwZRPZcqvMeFVcagaPgF6BUwKZJr0ZBr1ZJp0ZBj1G3p49lPX9/LlS1paWnA4HBw9epRz587J4NivFAgE6Ozs5NatWyQmJtLQ0EBhYeFmX9aWJoSgq6trtcHq2LFjnD17dmP2RjUNZkdg8CUMvQwG8AIYIiAy+rdr14A/uHb1vdsbjoqBnDIo3gfZJcFw3m+08udvbm4G4Pz583KytvRTCgiNRfwsCj8Lwsei8OFHoCIwoBCFnmSdiURMJClGYjGE9efE4XDQ3t7O06dPSU5Opra2lm3btsmf1a80MzPDpUuXGBsbkzWwMLHb7bS1tdHV1UVqauqGNlgJ1fOu7tqP6plZnaKo6CNAH/GuASVYd0VoCM2HUL0gVFAUdKZEDHElGGPzUYwJIbnGjydrX7x4MXwB/5L0nRBC4FAFk36VKZ/GpE9lSdXwacFGFZMCaUY9WSY9mUYdGSY9kWFeu/b29mKxWJifn2f//v1UVVXJ4Niv9HEN7OLFi2zbtm2zL2tL+7jB6uDBg1RWVm7I3uhKKOCcOsusmMGDBwToFB1GDOgxvIsFfDcICg0/fgIiAIrAgJEEJZEMXQaJSjKGEA2rePv2LVevXsXj8VBdXc2RI0dkoIf00wmowXPCc0uCeTvMLAp8AUFABZMeoiIU0hIVUhMgJV4hMQZ0Yby/ut1ubt68yYMHD4iJiaG6ulruM62BrIGFn8vl4saNGzx8+JD4+Hiqq6s3rEEjIALYxDyz2jSLYhEVFUWAXjFgxIju3RioYMyCQCWAnwDau7VrFFGkKRmk6lOJCVHIvcfjwWq18vjxY/Ly8mhoaAhbwL8kfU8cqsaUT2ParzLhVVl4t3ZVAJMOUg06skwGMkw6Mo16ovXhva8NDQ1hsViYmJhg586d1NTUyODYryRrYJtjYGAAi8XC1NQUu3fvpqamhsTExJA/jxCCeXz0a8u81Rws4UcTAoOiEImeiNW767vAFAQeVDxCRVMgAh1ZSiTbdfEUKTFEhijIaGhoiKamJhYXFzlz5gynT5+WgR7Sz0dVg+G7ExPBX+Pj4HIFzx4ajRAdDbm5kJUF2dmQlhY8kxgmPp9vdfip0WhcHSQpeza/jqyBhZ/X610dfhoREUFlZSUHDx7ckL1RVagsigVmtGkWhI0AfhAKBsWAAQN69KtrVxAE3q1e1Xdr1wgiSFPSSdWlEafEh+Rzl9/v58aNG9y5c4fU1FQaGxvDFvAvSd8Tp6ox7deY8qlM+lTmA8G1K4BRB8l6HVkRwXPDGSYdcfrw1k8mJydpbm5maGiIkpISzGazDI5dA1kDC7/x8XGam5sZGRmhrKwMs9lMWlrahjyX5rMTcI4E8yR8i+/yJPQoehOKbuXM8Pt5El7QfO++zoA+Kg1jXAn6mFx0htAEGU5OTnLp0iWmpqY4duwYVVVVskdd+ulommDR+WvddXpB4PUJfCoY9GAyKKS/V3dNjgNDGPeGVVXl4cOH3LhxA1VVVwdJyp7NryNrYOEXCAS4f/8+N2/eRFEUzpw5w7FjxzZmb1QNwOQADDyH0W7wLAf/vTEy2JNjMH2UJ+F9L08CiI6Hgl1QtBsyCkD37XtCqqpy9+5dOjo6iI2Npb6+ntLS0m9+XEn60fjd77KaJsExDs7pYFaTpgXb5iISICEPYt/lNUXEB4N5w2Vubg6r1Up3dze5ubnU1dWRl5cXvgv4wQ0ODnL58mUWFxc5e/Ysp06dkjWwDTYzM4PVaqW3t5f8/Hzq6urIycnZkOfS/MsfZSGq72Uhmj7oyRFCDa5bVS8IDUXRo0QkY4wvxRCTh84YmvNuc3NzNDU1MTw8zP79+zGbzeEL+JeA7zh890fR19eHxWJhZmaGvXv3Ul1dTUJCwmZf1nfL6XTS3NzM8+fP5WTtTfBxg9W+ffuoqqoiPj4+NI+vevAtvMBv70cEnKCPQGeMR9F9/UaH0HxoPjtoPhRDLMaEckyJu1D069vYDAQC3Lx5k9u3b5OUlERDQ8PGBTdJkhQSHo+Hzs5O7t27R2RkJFVVVezfv18W1T6jt7eXy5cv43K5qKys5Pjx4/K/Vxi53W5u3brF/fv3N6bBanIAnrbBzHBw0zQuGWISft0c/RIhgoFHDlvw8F56PuyvhKySde/YTE9Pc+nSJSYmJuRkbUn6QYyOjtLc3MzY2Bjbtm2jtraW1NTUzb6s75bX66W1tZWHDx+SnZ1NQ0MDmZmZm31ZP5Xh4WGam5uZmJhgx44d1NbWhm7/wO2Gq1ehpQWmp4MH3rOzg//8Wl5v8PC8wwEpKXD2LPzBH8A619cfT9a+ePEi5eXl63osSZLCw+/3c+/ePTo7O9HpdJw9e5ajR4/KZpXPGBkZoampifn5eU6fPs3Zs2dlETKMVhqsbt++jcFgCH2D1exYcO06NQA+L8QmQmxSMMj+awgBLgc45oLr3ZRs2HcO8neue+1qs9m4fPkyAwMDcrK2JP0gpqensVgs9Pf3U1hYSF1dnRww9hkrNbDOzk6Sk5NpbGyUk7XDbHJyEovFwuDgIMXFxdTV1YWswUpoAfz2HvyLr9F8DlB06EwJwQM+a3gM4XcgVDeKPgpDbCGm5L3rPvAjhODp06dYLBZ0Oh3nz59nz549MtBDkr5jqqquDj/1+/2rgyRlY9nvm5qaoqmpSdbANslGN1i5hJNhdYgFYcMv/EQoEUQSie4r665CCPz48eBGIIhWYsnV5ZGmpH/1Y3zM4XBw7do1Xr9+TXl5ORcvXpRnDyXpO2ez2WhpaeH169dkZ2djNpvlgLHPkDWwzTc/P4/VauXt27chb7DShMaMmGZcG8UpnCgoRBOFAeNXrxU1oeHBg094MShGkpVk8vVFRCvraygRQvDmzRuuXbuGz+dbDfSQa1dJ+n4JIXj+/Dmtra04nU6OHj3K2bNn5fDTz5A1sM2laRpdXV20tbXhdrs5fvw4p0+fDtlQvCXh54FqY0As4xIqMYqeREzo13AvcwuVBXyoCJIwcUCfyE4lHsM6165utxur1cqTJ0/Iz8+noaFhw4KbJEkKDYfDQVtbG8+ePSMlJQWz2UxZWZn8XPw73q+B6fV6zp8/v2HDS6RPW1paWh1+mp6evjr8NBSEEMyJWUa1EZxiGQREKZEYMX3137EQAg9uPMKLQTGQqCRRoC8kVln/0MOBgQEuX76M3W5fDfSQZw8l6fslhKC7uxur1YrNZuPAgQNUVVXJAWOf4XA4uHr1Km/evJE1sE2wsk/a0tLC4uIihw4doqKiImT7B1rAhc/2goBjAKG6UPSRKMZ4FN3XnwsXqg/NvwRaAJ0xDkPCdkyJ29eUSfE+n89HR0cHd+/eJSMjg4aGhg0LbpIkKTTcbjc3btzgwYMHxMXFUV1dLc8jfoasgW0+p9PJjRs3ePToEQkJCdTU1LBz587Q/B0IAeO90NUOM6PBNM/VPImvfHyhwfIiLC+AwQgZhXCgKvjPdRofH+fSpUvMzMxw4sQJKioq5NlDSfrODQ4OYrFYmJycZNeuXdTU1MgBY5/hdruxWCw8ffpU1sA2SX9/PxaLhenpafbs2UNNTU3I9g+E6sW3+Ar/Ui8isAy6CHSmtWYh+t9lIXqDWYjxZZiSdq2pr+d9qqpy+/Ztbt68SXx8PPX19RQXF6/rsaRvI8N3Q0DTNJ4+fUp7ezsej4eTJ09y6tQp2XzxnpVDUc3NzQghqKurY9++fXIht0lUVeXJkye0t7eHpMFKCIHqGsc3/xTVPYNiikMxxH7T368QWrAZNOBEH51NRMoB9FFrC7saHh6mqamJhYUFOVlbkn5Ai4uLtLa28uLFCzIyMqirq5MfGD+yvLzM9evXefnyJSUlJdTX18uF7yZaWFigpaWFV69ekZWVRV1d3bc1WHnd8PIWvLkPfg8kZYLpGw+U+zxgmwKjCXYcgz1nIOLrm1U+nqzd0NAgJx5J0g9ECMGrV69oaWnBbrdz+PBhKioq5BSkj3R3d3PlyhU8Hg9VVVUcPXpUhtpvEiEEL168oKWlJXQNVt3d8Fd/Bc+fQ2oqZGQEw+nXS9NgdhampqC8HP7sz2D//jWFBE5OTtLU1MTk5CRHjx6lqqpK7ilJ0g9keXmZjo4OHj9+TFJSErW1tWzfvl3ue77H4/HQ0tLCo0ePyM3NpbGxUU7W3kQOh4P29naePn1KSkoKtbW1lJeXr/816/fBm3vwshPcy5CUAZHfeDjX74XFmeD/LjsE+yuCE7i/kpysLUk/NiHE6vDTubm51eGnoRokuVUMDQ3R1NTE4uKirIFtMiEEPT09WCyW1QaryspK4uLW32ipeufxzT0l4BwJNqeY4t9N017/NYqAC+FfQheRjCl5P4bYApQ1BC3Mz8/T1NTE0NCQnKwtST8gj8fDrVu3uHfvHtHR0VRVVbFv3z657/keWQP7vrjdbm7evMmDBw+IjY395gYrTWhMiylG1WE8wk20EoNxDaGAn6IKFRcuNDTSlHQK9EVEKV+/dy2E4MmTJ1itVvR6PRcuXGDXrl1yT0mSfiAjIyM0NzczPj7O9u3bqa2tJSUlZbMv67syOTnJpUuXmJqa4tixY1RVVclGvE00NDREc3Mzk5OT7Ny5k5qamm8afuoWLobVQWbFDHr0RBON7hvXrn58OIWLaCWaPH0B6UrGmgLu7XY7V69e5e3bt2zfvp1ffvlF7ilJ0g/E7/dz9+5dOjs70ev1nDt3jiNHjsgAsvfIGtj3xefzcefOHW7fvo3RaKSyspJDhw6te79FE4Ie4eC+asMmfCQrJmLQf+PaVbCADw8axUoMJ/UppChrGPD27rzh9evX8fv91NbWcujQIbl2laQfyNTUFBaLhYGBAYqKiqirqyMzc229eVudrIF9XyYmJrBYLAwNDVFSUoLZbP6m4ade4WFEHWZaTAEQQwz6b1y7BvDjFC5MiolcXT5Zuuw1PabL5cJisfDs2TMKCwtpaGiQe0qS9ANRVZVHjx7R0dGBqqqrvfmhGiS5FQghePz4MS0tLbIG9h0IBAKrw0+FEKvDT9d7zkwIgeocxWt7iuaZCwbuGmJCkCdhRwTc6KNziEg9iD5ybWFXfX19XL58meXlZSoqKjhx4oTcU5KkH8j8/DwtLS28efOGnJwczGYzBQUFm31Z3xW73c6VK1fo7u6WNbDvwNzcHFarle7ubvLy8jCbzd92zszthBc34O1DUAPv8iS+sbfU64aFKYiIgp0nYNcpMH39ADmfz0dbWxv3798nMzOTxsZGsrKyvu2aJEkKGyEEXV1dtLa24nK5OHbsGGfPng3ZIMmtYKUGdu3aNQKBgKyBbTJN03j27BltbW14PB6OHz/OmTNn1p21IIRAdU/hm3+C6p4K5iAaY9fUP/Pbx9QQ/mVEYBl9VAamlIPoo7LW9JoZHR2lqamJubk5Tp48yblz5+Se0iaS4bsh5PV6uX37Nnfu3CEyMpLKykoOHDiwKc0qQlMRfgea347QvMEJFSig6FD0UehMCSiG6G96Q/ha70/W3rNnD+fPn5eTtb8THo+Hzs5O7t69u+4GK6EF8Nme4l/sBqGiRKZ8U/Pnpx5f886h6CIwJu7ElLzni4///mTtvLw8Ghsb5VQBSfqBjY2NYbFYGBkZoaysDLPZvCk/0yuHJNzCjQcPGhoCgYKCHj2RSiRRRGNQNj7gQAjBs2fPsFgsKIrC+fPn5TS378jIyAgWi4WxsbH1N1jNjcP9yzA5AHGpEBfiUOXlRbDPBaeVHb8IaV/e1B0cHKSpqYmlpSXOnTsnJ2tL0g8sEAhw//59bt68iaIonDlzhmPHjm1KSM/K0A3Nb0eoXhAqv65dI9EZ4795M+trORwOrl27xuvXrykrK+PixYskJiZu+PNKX+b3+7l37x63bt1af4OVqsKlS9DUBA4HlJZCKANu/X7o7wejEcxm+NM//eLj+/1+2tvbuXfvHmlpaTQ2NsrJ2pL0A5uZmcFqtdLb20tBQQFms3nzfqa9bliag2UbBALB+6uiB4MBYpMgIXVNQzi+xZs3b7h69Sper5eamhoOHz4sw52+E+83WBUWFlJXV7f2wzBLs3DvMoz1QHQCxKesKYD+i1x2WJyG1Fw4egGyv9w8PDExwaVLl5ienub48eNUVlbKQA9J+kFpmrY6SNLn83HixAlOnz69OT/TK0M3Jidhaend/VW8u7fGQnY2pKcH//8Ge78GJidrf19UVeXx48d0dHQQCAQ4deoUJ06cWNNrVghBwN6Dd/4pIuBCF5mCogvda14IDc1rQxEahvhSIlIPf3Hi9vuTtePi4mhoaJCDEiXpB7awsEBraysvX74kMzOTuro6ioqKNudifB6wz4PDFhzqIVRQdKA3QGwixKcGB3uEof45MDDA5cuXZQ3sO2Sz2bBarbx584bs7Gzq6urW3GDlFR761T7mxCxGDETzbc2fH/MLP8timWglmiJ9Cam6L382m5ubo6mpieHhYQ4cOIDZbP62oXOSJG0aIQQvX76kpaUFh8PBkSNHOHfu3KaE9Agh8OLFLVz48CHQEIAOBT0GopRooohaU5Dpevl8Pjo6OmQN7DskhOD58+e0trbidDo5duwYZ86cWdN9SAjBrJhhWB3EJVzEKrEYldA1ggghcOIkQIA0JZ1ifSkRXwgJFELw8OFDWltbMRqN/PLLL+zYsUOepZOkH9Ty8jLt7e08efKE5ORkamtr2bZt26b8TAstgOZfQvgcCOF/rydHj2KIDvbk6KPCcm3j4+M0NTUxPT3NiRMnqKiokDWw74TdbqetrY2uri5SUlIwm82UlZWt6XXhFiqd6hxvhR0DCqlEoAvh68orVKaFl3jFyHF9MjuV+C9e39LSEleuXKGnp4cdO3bwyy+/fNPQOUmSNo8Qgt7eXiwWC/Pz8+zbt4+qqqrNCekRIngWxD4PziXQ1OD9VWcAgwkSUiAuBYwbf4+TNbDvlxCC7u5urFYrNpuNgwcPUllZSWxs7Joex6bNM6j1s6wtE6PEYFJCWXcVuHHhw0+KkkKxvpQo5fP7QSv7SNevX0dVVcxmMwcOHJBrV0n6Qbndbm7dusX9+/eJiYmhurqavXv3btLaVQ324/jtCM330do1KtiT843hqF9rdnaWpqYmRkZGOHjwILW1tbIG9p1wuVyrw0/j4uKoqalh9+7da3pdCM2Pd+4Jfns3iuBdnkToag5C86N55lH0kZiS92BM3PnFx3c6nTQ3N/P8+XOKi4upr6//pqFzkiRtruHhYZqbm5mYmGDHjh3U1tZuys90cGCkH7dw4cX7iTyJKKKICluehKyBfb8GBwdpbm5mamqK3bt3U11dTVLSGvMgpofh/hWYGYGENIhJCN0FCgHLC8HzedklcLwekr/cM9Tb28vly5dxuVxUVlZy/Phx2QcmST8on8/H3bt3uX37NgaDgYqKCg4dOrQp52NVIVjCz6LwraY1AehRiEJPkmIiDkNI62O/5/0a2M6dO7lw4YKsgX0nfD7fan6nyWSisrKSgwcPrjELUcW30IV/4Q0IP0pECooudJ/bhBZAeOdBMWJM2oEpaR+K7vM/U16vl9bWVh4+fEh2djYNDQ1yUOJ3QIbvboClpaXVwxPp6emYzeawTJTWAk5U5xiqaxLVO49QPQjVByv3lPf+phV9JIoxGn1EGvroLAwxOSFt3INgU+zKZO2YmBguXrxIWVlZSJ9DCo3FxUVaWlpWG6zMZvNXFYyF5sM7+wD/Ug+KMQ6dcW1FzK8lhEAEHAi/E2PiLiJSD33ypiaE4PXr11y7dg2/378a6CE3DyTpxyeE4M2bN1itVpaWljh06BAVFRUbHuYuhMAulrBp89hZwiM8+IUfTdE+/kr06DFgJFqJIV5JIEWXQgyxIX8Pmp+f5/LlywwODrJv3z7q6urkZO3v0Mqkm5aWFux2+9oarKaGoPNvg2FZaXlg2KBJJWrg3WZsKpz6Q8j69L3f5XJhtVp5+vQpBQUFNDQ0kJqaujHXJElSWDmdTm7cuMGjR49ISEigpqaGnTt3bvjnZxHwEHCNvlu7ziECnuDQGAQfLmAVFF0EiiEKfWQq+qhsDDG5XwyFWfP1CMGTJ0+wWq1ysvZ37v0Gq6SkJGpra9m+ffuX/678fvirvwoG7yYnQ2bmxoV2zM/DxARUV8M//+fwO/f+/v5+Ll++jMPh4Ny5c5w8eVIGekjSFtHf34/FYmF6epq9e/dSXV1NQkIIDz98ihDBAR6jb2FmGBbnwOuCgI9f760AIri+iIgOhhil50P+9mCwaYgPQtjtdq5evcrbt2/Ztm0bv/zyy8b/d5DWTAhBX18fFouFubm5tTVYzU/Crb+BubHg2tUY2s9oqzQVZkchMhZONkLBzk9+mc/nWw21z8zMpKGhgezs7I25JkmSwsrr9a4OkoyMjKSqqor9+/dv/CE+lwuePoUXL6C3FxYWgoM8IHjvfX9NERMDiYlQXAy7dsHhwxDi+97HNTA5Wfv75fF4uHnz5mqD1crw0y/9XQmh4bM9x2/rAp0RxZS4YX+/IuBG8y5giCskIv0kOsOnG53Gxsa4dOkSc3Nzq4EecrK2JG0No6OjNDc3MzY2Rnl5OWazeeNrP0LAwjSMvIXpIVicCa5d/d53X/De3rDeABExEJ8UXLvmboOMAvjC4cS1crlcWCwWnj17Jmtg37nh4WEsFgvj4+Ps2LGDmpqarxp+6hYuetRuFrUF4pS4DWt8EkKwjAMFHcX6UjKUzE/ex1VVpbOzk5s3b5KYmEh9ff3mBWBLkhRSfr+f+/fvc+vWLRRFWR0kudHDT1WhsiBsLGg2HNjxCi8BEUAovz0WbsCAESOxSiwJukSSlVQilciQX9P7NbCKigpOnDgha2DfIb/fz507d7h9+zZ6vZ6KigoOHz78xb8rIQRTYoIBtR8FNuRs3Oo1vgu4T9IlU67f/ruv15mZGZqamhgdHeXQoUPU1tYSGRn617YkSeE3PT2NxWKhv7+fgoIC6urqwlL70XxLBJxjqO4pNK8NoXqD4UUo/Hq2Sfw6WNwQiy4yDUNMDvqorC821q2Vz+ejra2N+/fvyxrYd25ychKLxcLg4CDFxcWYzeavapp0igCt6jR9mpM0JYJoZWM+OwkhmMeHX2ic0KdwUJf0yfu4pmk8ePCAtrY2IiIiuHjxItu3b9+Qa5IkKbxUVV0dfur3+zl16hQnT57c+DB3NQAT/TDeCzOj4FwAjys4AHWFQnAP2RQZ3BtOzoDMIsjfERwEHWLv18BOnjzJuXPnZA3sO6SqKg8fPuTGjRuoqsrp06c5ceLEV/1dzWoz9Ks9BFCJI27D1q4BEcAhHMTrEijXbydG+XSP2+LiIpcvX6avr49du3Zx4cKFNYcJS5L0fbLZbLS0tPD69WuysrKoq6ujsLBww59X8y8TcAZ7cjSf7V1Pju+9r3j3vqe868kxxqCPTMMQnY0+OiekoTMAgUCAzs5Obt26RWJiIg0NDWH57yCt3fz8PFarlbdv35KTk0NdXR35+flf/D6hevHO3MPv6EMxJaIzbEw/sxAC4beD6sGYtAdTyn6UT6yTVwbNNTc3I4Sgrq7uq85nSZL0/RNC8OLFC1paWnA6nau9+Rsd5q4J7b08CTse4SYgAmiKyoc9OazmScQo0cQriaToUkI+CBo+rIEdPnyYmpoaWQP7DmmaRldXF21tbbhcLo4fP86ZM2e+7u9qvBdu/x04FoJn5PQbdL4g4Av25CRlwOk/Dj7XJywvL3P9+nVevnxJSUkJ9fX1aw8TliTpu+RwOGhvb+fp06ekpKRQW1tLeXn5hn9+dooAg8LJmOZmWnhwo+Ll13vrSrg9QhCp6IlVDGQQSZ4umkIlmogQ18zer4FFRkbyyy+/yBrYd8put9Pa2kpXVxdpaWmr+Z1f7MnRAnjnHuJffLOhWYgQ3JsRfgfGxB1EpB753b2W7u5urly5gsfjoaqqiqNHj8pQ+++EDN/dQBMTEzQ3NzM8PExpaSlms5n09PSQPocQAs0zi395iIBjEBFwBqeR6SOCgUQ602+mOgmhIlQvqN7gPxXQmZIwxJVgjC1AZ/r2yaUTExNcunSJ6elpjh8/TmVlpZys/QMYGxujubmZ0dFRysvLqa2tJS0t7ZNfK7QA3tl7+Je60UUko+g3fqGuBVwI3xLGxN1EpB3+4LW9tLTE1atX6e7uZseOHVy4cGFzpvBKkrShAoEADx484ObNmwghOHPmDMePHw95s0pA+JkX88xoU9jFEqpQMSgrbShGdOg++FAuhEBFJYAfPwECIoBRMZKoJJGuyyBJSUb/jQs7VVW5c+cON27cIC4ujvr6ekpKSr71jyptsEAgwL1791YbrM6ePcvRo0d//zU7MwI3/nNwozQjH0I4/fOThBZ8zphEOPcPIKPw19/6aLJ2bW0tBw8elEVISdqCZmdnsVqt9PT0kJeXR11dHbm5uSF/HtU7T8AxTMAxgOa3v2tCiUDRRYA+4hNrVy24btXerV+Fhs6UgCGuGENsIfqIby/czM3N0dTUxPDwMAcOHMBsNsvJ2j+AmZkZLBYLfX19X26wUlX4D/8BLl2C7Oxg+O5GczhgcBCqquDP/xwifg0jdLlcNDc309XVRVFREfX19V8VEiFJ0o9F0zSePXtGW1sbHo+HEydOcPr0aSIiQhxO6vfCWA/0P4PJAfC6wRQVDNeNiAaj6cNgQCGChya8rmATi+/d12cWQMkByNsWbGL5BkIIHj16REtLi5ys/QPRNI3Hjx/T0dGBz+fj5MmTnDp16vf39BemoeOvwTa1IQFYv7ESMG00BQ/75H9Y2O7t7eXKlSs4nc7VQA9ZhJSkrWdxcZHW1lZevHhBRkYGZrN5Y/ZHx8fh/n24eRPGxoL30vh4iIuD2Fj4eF9PVcHpDK4D7HYIBCAjA06dguPHg4G833gffH+ytqyB/TgWFhZoaWnh1atXZGVlYTabfzdcTwiBb+EF/vknYIhGZ9z4yelC86F55jDEFhKZcfqDYUder5e2tjYePHhAVlYWDQ0NZGVlbfg1SZIUXivB7i0tLSwtLXH48GHOnTsX+uGnaiDYKNDfBRN94F4GYyRErqxdI367dlX9wXWr1xVc6xpNkJYLpQeD64HIb7vGj2tgZrOZAwcOyLXrd26lwaq1tZXl5eUvNlh5hIdu9TWL2iIJSgK6ja67Ak7hREOjVF9Ohu7DgKWRkRGampqYn5/n1KlTnD17VgZ6SNIW5HQ6aW9v5/HjxyQmJlJbW7sh+6Me4WZOm2NGTOEUToQQGJXgqSYDxt+85wkhCBB4d67Jj4aGiQjSlHRSdWnEKwnffI1Op5Pm5maeP38ua2A/kPcbrJKTk6mtrWXbtm2/+3qY1CboD/RiUPRE/06gUCipQsUu7CTpktmm30GE8uvaNRAIcOvWLTo7O0lKSqKhoYGCgoINvyZJksJvZZDkzMzM6iDJUA/9FEJDdU0SWB4ksDyKUF3BAVm693tyPnxvFFrg1zNNqhcUHfrIVIxxpehj80MSQvN+DayyspLjx4/LGth3TghBT08PVquV+fl59u/fT1VVFXFxn97zdYkAVnWaAc1JphKJKQxr10Xhw4XKKV0qB3QfDoGbnp7m0qVLTExMcPjwYaqrq2WghyRtQR6Ph87OTu7du0dUVNTqIMmQ32Ncdhh+DX1Pg2c+NPXXM00R0cEB4u8TAnwe8DqD+8MBH0THB/eEi/ZCVtE3n0/xer20trby8OFDsrKyaGxs/KqgdGlzud1ubt68yYMHD4iJiaG6upq9e/f+7tp1TpuhV+1BoG3o0JgVwZAuO3G6OLbrdxKl/Po5UNM07t+/T1tbG9HR0Vy8eJHy8vINvR5JkjbHyMgIFouFsbExtm/fTm1tbcj3R4XQ0Dwz+B2DBJZHEIFlUAzv8iQif2ftqv66dtW8KCgoEUkY40oxxOaH5HyKrIH9mIaGhrBYLExMTLBz505qampI/p1eG6H58E7fwW/vRxeZ8sEZo42i+Z2IgANT0r53Aby/fla12WxcvnyZgYEB9uzZw/nz50N/zkGSpE3n9/tXe/P1ev3q8NNQD/30Cz/zYi6YJ6HZUVExKsbVwaa/lycRTJPwowoVo2IiSUki7V2exLeeTwkEAty8eZPbt2/LGtgPxOfzrQ4/NRqNVFRUcOjQod9/zU70w83/BzxOSMv75rPmX6RpMDMcHHJU8V9Bas7qbwkhePbsGRaLBUVROH/+PHv27JFn6SRpC5qamsJisTAwMEBRURFmsznkPQJCCKbx0qcu0yMc2PGjRyES/btfOnQfvb+oQuBBxYOKW6igQDIRbNPFUqqLI1n59szC92tgR44cobq6OvS9vlLITU5O0tzczNDQECUlJZjNZjIyMj75tUJT8c49wL/4Bp0pEcWw8XkhIuBG8y2+C+A9+sGgXofDwbVr13j9+jVlZWVcvHiRxMTEDb8m6evJ8N0NJoSgu7sbq9WKzWbj4MGDVFZWhmQyoRZw4bO9IGDvDW56GmJRjLG/CSz64jVqAYTfjlA9KIZYTMl7MMaXr2tymc/no729nXv37pGRkUFjY6OcrP2D+bjB6tChQ1RUVHyw8SiEwDf3CN/CC3QRSWEJ3l2hBVwIvx1TykEikvehaRoPHz6ktbWViIiI1UAPSZK2NpfLxY0bN3j48CHx8fFUV1eze/fub97EEUKwIGwMa0M4hB0dOqKIwqisreAnhMCPD7dwgwKJSjKF+iLilPUFIoyNjdHU1MTs7CwnTpygoqJCFiF/ME6nk46ODh4/fkxCQsKnG6yW5qD1P8DiTDAEN1ybkkLAzBDEp0LNP4GENBYXF7ly5Qq9vb3s2rWL8+fP/+7hX0mSto7BwUGam5uZmppi9+7dVFdXh2QyoVC9+BZe4V96i1DdKIZoFGPcJ6cPf/ZxhIrwORCqC0UfjTFxB6aknSi6tW+aqqpKZ2cnN2/eJCEhgYaGht8NwJG+X+83WO3du5fq6urfNlj9/d8Hw3czM8MTvLtiJYC3sRH+6/8aAR9M1jabzezfv18WISVpi/P5fNy+fZs7d+5gMpmorKzk4MGDoWlWmR6Gx1aYGnwXCpgaDB9ay/uKEMEgo6W5YINLZgEcrIWs4nVd0uzsLJcuXWJ0dJRDhw5RU1MjQ+1/MO83WEVGRlJVVcX+/fs/fM26HND6fwUP3mQUQ7gafFcCeCOjoOofQ1oeTqeTa9eu8fLlS4qLi2loaJCTtSXpJzA+Pk5zczMjIyOUlZVRW1sbmuGnXi9cvw6XL8PcHCQlBdcRax0uqqowPR18jPh4qK6GP/zDYHjvGn1cA7t48aKcrP0DGh0dpbm5mbGxMbZt20ZtbS2pqakffI1/qRfv7F3QR4YleHeF0PxonlmM8WVEZJxGUXSrk7XdbjdVVVUcO3ZMBnpI0hb38fDTs2fPcuzYsdAMP52fhCfW4OAYIYKH96Pi1l4D87phaTYYypuSAwerIW/7umppH9fALly4EJIzXFL4fNxgtTL89P1mlYAI8EZ9hU2bD1vw7gqnWAYUtul3kKxLwePxrAZ65Obm0tDQ8LuHfyVJ2jpmZ2exWCz09vaSn59PXV0dOTk5X/7GL9CExrSYYlQdxo0bI0aiiFrzQHAhBB48eIUHvWIgXckgX1/4QbDpWh7r/RpYXV0d+/btkzWwH8z09DQWi4X+/n4KCwupq6v7TYPVvDZHt/oGBYWYMATvrtCEypJYIlWXxnb9LvSKnuHhYZqamlhYWOD06dOcOXMmNJ9fJUn6bmmaxtOnT2lra8Pr9a4OkgxFQ6TmW8I3/xT/8jAINXimyRCz5nuZ0HxoPjtoPnQRSZiS92OILVxzbw/wQQ2spKSE+vp6WQP7waiqujr81O/3c+rUKU6ePPnB8NOA0LCo07zVHGQrkRjDuHZdED68aNToM9imi8Pv968GeqSkpNDY2EheXl7YrkeSpM2xuLhIS0sLL1++JDMzE7PZTHHx+s4MfUDTYPA5PGsPDnc2RUJ8GpjWeN8WApxL4LCB3gCFu4N7w/HrCzJcqYF5PB6qqqo4evSorIH9YGw2Gy0tLbx+/Zrs7GzMZjOFhYUffM2Stsgb9RUqKrFhCN5dEQzgXSJBl8hO/R6MipGpqSkuXbrE5OQkR48epaqqSgZ6SNIWJ4Tg1atXtLS0YLfbVwdJRkd/+3AWze/EZ+vC7+gHzR/MkjDErCtPQvMvgepFZ4zHlLwXQ3zpmnt7IHjetKWlhUePHska2A9qZX+/tbUVp9PJ0aNHOXv27Adnv4XQ8M7ex7/4Gl1EeIJ3V2h+JwSWMaUexZS0E03TuHv3Lh0dHcTExHDx4kXKysrCdj2SJG2O5eVl2tvbefLkCUlJSdTW1rJ9+/aQ5EnYxDzD2iDLwoEOPdFEYVhHnoTvXZ6EoigkKykU6IuIVdZ3FknWwH58DoeDtrY2nj17RkpKCmazmbKysg9fs7apYJ7E8iKk54cxT0KD6SFIzoLqfwJxSczPz3P58mUGBwfZt28fdXV1Ifn8KknS90sIsdqbPzc3tzr8ND5+fVlI73OJAI/VBV4JO26hEqcYSMD4m7DdLwkIjUX8uIRKrGLgoC6RvbrEddXS/H4/N27c4M6dO6SmptLQ0CBrYD+Yj/M7Dxw4QFVV1Qdnv4UQ+GxP8c0/C1vw7upzvwvgNaXsx5R8AIAnT55gtVrR6/VcuHCBXbt2ybN03yEZvhsmqqry8OFDbty4gaqqnD59mhMnTqwrOE8IgeocxWt7iuaZQzEloDN8+0FGIQTCv4QIeDDE5GFKPYg+4uuDafr6+rh8+TLLy8urk7VDPTlGCp/PNVgFnKO4JztQ9FHojOGfBqb57CBUnBH7abp+h7GxsdWpAnKytiT9XObn57Farbx9+5acnBzq6urIz89f12P5hZ9RdZhJMYFAI5a4kDThqSKAQzgwKRHk6PLI1uV8ddOL1+ulra2NBw8ekJmZSWNjY8gnx0jhNTs7i9Vqpaenh/z8fMxmM7m5ucGgqxv/GfqfQWYYw4tWaBpMDaAV7+V+RD5tHTeIiori4sWLbNu2LbzXIknSptI0ja6uLtra2nC5XBw/fpwzZ86s+3N2wDWJb/4JqnvqXXPKtx9kDK5dHYiAE310NhEpB9BHff0hndHRUS5duiQna28Rn22w6umB//l/BoMBNuMzlM0G8/PY/5v/hr8fH6e/v5/du3dz/vx5GeghST8Zu91Oa2srXV1dpKWlUVdXR2lp6foezOeBV3fg9Z1g+FBqDhi+fXonAT/Mj4ExEnYcg91nIOLrikyBQIBbt27R2dlJYmIijY2NcrL2D25xcZHW1lZevHhBRkYGdXV1wQYrIeDeZXh1Ozg0Rh/mg1xCwNQgIruErtQ9NLe1oygKdXV17N27VxYhJeknIoTgzZs3tLS0sLCwwKFDh6isrPxgkOSa9PfDf/yP8OQJpKQE1w/f+p4iBMzPw/g4bN8Of/ZnsHfvVz/u9PQ0TU1Nsga2RXyuwUrzLeIetyI0H7o11OZDdm2qF+FbRIs/SPPNbl69ekVpaSn19fVysrYk/WRcLhcdHR08evSI+Ph4ampq1n/YL+CHnkfQ1QFOe3DtagrBfUwNwPxE8H667QjsPQfRXxdarmka9+/fp62tTdbAtojl5eXV4acfN1iNqEMMaQPEEb/mQMpvJYTAjp1YJRZTfyTXLzfj9Xqprq7myJEjMtBDkn4y/f39WCwWpqen2bNnD9XV1ev+nO0STobUQebELEYMRLP2UMBP8QkvTuEkVhdPga6AFCXtqx93YWGBy5cv09/fz549ezh//vz61+bSpvu4wWpl+Gl8fDxe4eWl+hy3cBG/zuHz30IVARw4yFXzeWV9w+PHj8nLy6OhoSE0Q5kkSfpheL1eOjs7uXv3LpGRkVRWVnLgwIF1fc4WQiNg78dn60LzL4UsQEYIDc1rQxEahvgSTMn70Rm/7oyIEIJnz55hsVhkDWyL8Hg83Lp1i3v37hEdHU11dfXqoILn2iLt6iypmIgM89oVYEZ4iMbAwQmV9r+/wtLSEmfPnuX06dOyD0ySfjJjY2M0NzczOjpKeXk5ZrP5N4Mkv5rDBk/bgj0RemMwzCUU+2EeJ9gmISEN9ldCyT7Qfd17lcPh4Pr167x69YqysjIuXrwoa2A/uJGREZqbmxkfH2f79u3U1taSkpJCQPh5pb7Eri0Rr8SH/TOUJjSWWCJby2Hw5jD37t4jLS2NhoaGYM+QJEk/jUAgsDpIUlGU1UGS6wnOE0IjsDyMz/YMzWNDiUhCF4IAGSEEwreIUL0Y4gqJSDmAzpT41d//5s0brl69KmtgW4Tf7+fu3bt0dnai1+upqKjg8OHD6PV6/I5BvNO3wBAbktfeWmm+RUDBYdjL31+9yfT0NMePH6eysvKDATeSJG19MzMzWCwW+vr6KCgooK6ujuzs7HU9lk94GVFHmNImQIFYYkOSJxF4lycRqUSSq8snU5f11WdW3G43VquVJ0+ekJeXR2NjI2lpad98TdLmmZqawmKxMDAwQFFREXV1dWRmZgbPv7X/FQy9gqyS8AXvrtA0mOpHKzvMbSWdGzdvERcXR319PSUlJeG9FkmSNpWmaauDJH0+32pv/no+ZwshGBYu7mnzTAg3yZiIxRCSPIkF/DgJUKjEcFKfQrry9WeRBwcHaWpqkjWwLUJVVR49ekRHRweqqq4OPzUajQRcE3gm2kFv+urafChp/mVQfXiiDtBkuc/w8DAHDhzAbDZ/MOBG+r7I8N0wc7vd3Lx5kwcPHhATE0NNTQ179uz56puFEBo+2zN8C69QhECJTF7XRLHPPofqQ/POoxhiiEg7ijGu6LNf73Q6uX79Oi9evKC4uJj6+nqSk8PfGChtDJfLxY0bN3j48CHx8fHUVp+lMH4M4VtAF7U5h1ZVVWVm7BU9QwsML+XwS/0frDtsU5KkrWFoaIjm5mYmJyfZuXMnNTU1a7oXuYSTXrWbRbFINFFErGHB9TWEELhx48NLipJGqb6cCOXzh3R7enq4cuUKLpeLqqoqjh07JouQW8jAwAAWi4WpqSn27NlDXVEqsc8skJQBEZszEcxpm2PqbRe3SSP15Hmqq6vlZG1J+on5fD7u3LnD7du3MRqNVFRUcOjQoa/eVBRC4F98jc/2DKH5gw0qutCGswktgOadQ9FFEpF6EEN8+WfX1l6vd3WydnZ2No2NjXKy9hbi9Xq5ffs2d+7cITIykqqTJ9lvtaJ78QJ27Qp/IZLgz8Hc3bv0ud08vXCB2n/4D+VkbUn6yU1MTGCxWBgaGqKkpASz2by2e9HyItz+LzDaDbFJEJcc2vc3IWB5ARzzkF0Gp/8Y4j+/tpaTtbe2sbExLBYLIyMjlJWV8cvuIpKeNUNMAkSHP2ABwO2wM/3qEff8CUQcNWM2m2WghyT9xAKBwOrwUyEEp0+f5vjx418/YEUIuHkT/q//CxYWoLQUQh1w6/cHw31NJvijP4I/+IPPNpgGAgFu3LjB7du3SUlJoaGhQdbAtpBAIMD9+/e5efPmuwar0+zL96K5htBFZW1OiIaA2YlehscmeT6WwLmqi+zevVsGekjST2xubg6r1Up3dze5ubnU1dWRl5f39Q/gdsLdv4fBFxAVFwxDCPV7itMOi9OQUQCn/ygY4PAZU1NTXLp0icnJSY4ePUpVVZWsgW0hMzMzWK1Went7KSgo4NSFU8ynzKBDR5SyOYdW3T4P/dO9TD6eJtOXTf3FehISEjblWiRJ2nyapvHs2TPa2trweDyrw0/Xci+a1+boV3vxCDexSiwGJbSDRTWhscwyCMjW5VCoL/5sg6mmady9e5eOjg6io6Opr6+XNbAtRNM0njx5Qnt7Oz6fj+MnjpNzKpNpZYoEJTEkzcdrJQRMLIwzNjbG4j07FUcqOXz4sFy7StJPbGlpidbWVp4/f056ejp1dXVragoXmg/v7EMC9l6EzojOlBTy9xQRcKP5FtBFJBOZfgJ9VOZnv95ms9HU1MTg4CD79u2jrq6O6OjNOUsqhd7CwgKtra28fPmSzMxMjl2o4Um2HhWNlC+cJ98o3oCPp9Mj+J4PsG9eobG+Yf1hm5Ik/fCEELx+/ZqWlhaWlpY4dOgQFRUVazuPMTUEd/4uGJKbnA2RIT7LITSwTUHAC2WH4dgvYPz991AhBE+ePMFqtaLX6zl//rysgW0hQghevnxJS0sLDoeDI0eOUHKuiEnjBPGbMJRtxfTSDCPjw8zfXeDEzpOcPHlSBnpI0k/M6XSuDpJMSEigtraWHTt2fH2ehKbinX+Mf/ENKEqwJyfEe3NC9aJ559EZ44lIP44h5vN1YbvdzrVr13jz5g3l5eVcvHhR1sC2kOXlZdrb23ny5AnJycmYq8+QGz2IFnCgj9ycAMhAIMDM6EveDi4x4S6gvuEP1h22KUnS1rAySHJmZmZ1kORa7kXLwkGv2o1dsxOtRH8x62GthBC4cOHHT5qSTqm+DKPy+yGGK+vxa9eu4ff7qampkTWwLUQIQW9vLxaLhfn5efbt20dtbhwxXS2QEqJh9uvgmJ1iqucVnboMcs9epKKi4uvP3kuStOV4PB46Ozu5d+8eUVFRVFVVsW/fvq/ONtKE4JG2wGPNRgBBBpHoQ3wf8wmNaeEhRjFwWp/KdiXus/dKl8uF1Wrl6dOnFBQU0NAga2Bbidvt5tatW9y/fz+Y31l1ltLkKTTvHLqozckNEZpgevQVfcM2+mwZXLj4BxQVfT6zU9p8Mnx3k9hsNlpaWnj9+jXZ2dnU1dVRUFDw2e8RQsU79xj/wisUY+yGpmwLIYITtxWFiLRjGONLP/k1XV1dNDc3A3D+/Hk5WXsLW2mwUhzP2VVoIC17J/GbMOl1aXGR7p4efF43ZflJZJTXEp12MOzXIUnS90cIwfPnz2ltbcXpdHLs2DHOnDnzxSkQy2KZHvUNDs1BgpKwoQ0CqghgFw6SdMmU67cT+YmQ3+XlZa5du8arV68oLS3l4sWLJCUlbdg1SZtH0zS6urq4Z73K4fkX5KQkkb59X9iDqlRNZWhoiLHRMdKNGrnFpcT9yf8bEuQGgiRJwcMx7e3tPHv2jJSUFMxmM2VlZZ9d9wWHxjzHb+sCfQQ608YdpglO3F5CCD+m5IOYknZ98trevn3L1atX8Xg8crL2FrfSYOX9T/+Jo2/fknT8OMmZn29g2ggOh4Pu7m6cdjvbAwFS/sW/wPDnfx7265Ak6fsjhKC7uxur1YrNZuPgwYNUVlYSG/uFvV67DW79DUz0QXoBGNc+RfSrBfwwPQwZ+XD2H0DibwdweTwerFYrjx8/Ji8vj4aGBtLTN2dQl7SxhBC8efOGG9evsG/qKQWJ0aTtOohpI1+Dn6AJjdHRUYaHhknUqxTm5RL/J/8DpK0hBEySpC3L5XKtDj+Ni4ujpqbmy42TQoDVCv/n/wl6PRQUbOzQjulpsNngD/8Q/vRPg8/5kaGhIZqamlhcXOTs2bOcOnVKhtpvUU6nkxs3bjA5cJcDxSqpGSWkpmdDmMvsbpeL7p4elhYXKM6NJ6v4GHF51SFv1pIk6cc0ODhIc3MzU1NT7Nq1i5qami/XLF0O6PxbGHkDqTlg2sDgUzUAM8PBwZZn/uSTawO/309HRwd3794lNTWVxsZGcnNzN+6apE3V399Pc0szgRIvaSVpFKeXEBUR3iYVIWBycoKBgQH0UQZyS3I4nnSSFL2su0qSFBx+ujJI0mQyUVlZycGDB79Ys5zVZuhTe1DRiCN2Q8/neoUXN26ylByK9SWfDKqZmJigqamJqakpjh07RlVVFSZTePcKpfDwer10dnbyePARyUcTyE7JISc9J+xnxD1eL729vczPzZNSlMy2zO0ciD60aUFKkiR9X8bHx7FYLAwPD1NaWorZbP5izVKoXrwzd/E7+tFFJKPoN27dIISG8MyiGGKIyDiFIfq34TCqqnLnzh1u3LhBXFwc9fX1awoSln4so6OjXLc08zLLgGF7HvtSc4mJDu+gUSEEs7Oz9Pb1EdArpJQW8Kep29mh35zhq5IkfV8CgQAPHjzg5s2bCCE4e/Ysx44d+3LNcrwvuDfstEN6/meHkX4zjzMY8Ft6EE42fjKoZm5ujqamJoaHh9m/fz9ms1mG2m9Rfr+f+/fvc/fVXRKOxJCZnkV+en7Yz4j7/X76+vuZnpomMT+R0qxSjsQewxjiAUqSJP2YZmdnsVqt9PT0kJ+fj9ls/mLNUmgBvLMP8C+9RTHFozNs3LpBCIHwzoFiJCL9OMa434bDCCF49OgRLS0tGI1GLly4wM6dO2WexBY1PT2NxdJMlO8N2/ONpOfsJDY+/CHLCzYbPT09qKqP0vxkMsrPE5WyJ+zXIUnS90fTNJ4+fUpbWxter5eTJ09y6tSpLw4/tWt2erW3OLVl4jc4TyIgAjiEnVRdGmX6bZg+EfK7tLTE1atX6e7uZvv27fzyyy/Ex8s9uq1IVVWePHnCI+sVji29ISs9nfTy3WEf1hJQAwwODjI+Pk62CbLLthP7x/8DxCaG9TokSfo+LS4u0trayosXL8jIyKCuro7i4uLPfo8mBPfUeR6JBWIxkLCBe2FCCObwIRCc1qexW4n/zZp0ZWDX9evXUVWV2tpaDh48KNeuW9RKfqff9pQ9RQbSsreRkJQS9uuwL9np7unG63ZSmp9ERlkVMRlHw34d0trJ8N1NNjIyQnNzM+Pj4+zYsYOamhpSUn77QyyEhm/+Kb6F5yjGeHSG8BT8NO8CIIhIP/nBhqnNZuPy5csMDAywd+9e6urq1jbNVPohab4lZt78NSNjE8wvuElLT6e4qJjIqI1vVgn4AwwM9DM5OUlCQgLl5duINPpRFD1ReRfD9jMhSdL3z+/3c/fuXTo7O9Hr9VRUVHD48OFPbkC5hItu9TUOzb7hG6UrVKFiF3aSdSls0+/A9G5imRCCp0+fYrFY0Ol0nD9/nj179siF3E/A/8jKgvU/8nbJh95goLCwkOys7LD83S8sLNDT04PX66WgoIC8vBx0k0NwqBYOVm/480uS9OOYmpqiubmZwcFBioqKqKurI/MTgaZCCHwLL/HPPwZDNDpjXFiuT/PZEaqXyLSjGBK2rb6HOhwOrl69Kidr/2zsdpb/9b9mvL+fSb2e5ORkSkpKwrJvoarBUPvR0VFiYmLYtm0b8V4veDzwb/4N5ORs+DVIkvRjUFWVR48e0dHRgaqqnD59mhMnTnx6WrBzCW78J5joh4xC0IchhE8NwPRQ8Pkq/hTikoFfg1ivXbuGz+dbDbWXa9etT311h4Ur/1+6FzxoikJBfgG5ublhaVaxO+zBUHunk7zcPAoLCtDPDMGO43DqDzf8+SVJ+nHMz89jtVp5+/YtOTk51NXVkZ+f/+kv7uiA//1/h4gICFcI39wczMwEw3f/5E9Ww37dbjdWq5UnT56Qn59PQ0MDaWlp4bkmadMILcB8z//D5GgvY9PLxCckUFpSQlwYDk8LTTA6OsLw8DARERGUl5eTEB+F5l8mOseMfpMmfkuS9P3RNG11+KnL5eL48eOcOXOGyMhPnBHxOIPhCoMvN35ozK8XGFy7JmfCuT8N/vOdgYEBmpqacDgcnDt3jpMnT4a9YUEKv5nANPdst5nonSLgDZCbl0t+fj6GMPzdO10uerp7WFpaIisrk+KSEly6ZZJ1qezUf2EwhCRJPxW73U5raytdXV2kpaVhNpspLS395PvEvDZHj/oWgUbMBgfvrvAJHy6c5Ch5FOlLVs9S+Xw+2tvbuXfvHhkZGTQ0NJAj615bnhCCR8sP6JvtZXZgjtjYGIpLSkgOwyB5IQQTExMMDAxiMOgpLSsjOSWRZZzs1O8mRSfD7SVJChJC8PbtW6xWKwsLCxw6dIiKiopPDj8VWgDvzB389l50ESko+s+HMYTq+oIBvNFEZp79YO9tfHycS5cuMTs7y4kTJzh37pwMtf8JjKhO/nLhDba+EQJON9nZ2RQWFn76rECIeTweenp7sc3Pk5aWRmlZKQtGQZoSwR/rczDIwWySJL3jcrm4ceMGDx8+JD4+npqaGnbt2vXpdenUUPBck3s5OCQtHPtgXjfMj0P5ITjxB6v70aqq0tnZyc2bN0lISKChoYGiot8GCEpbixCCF+4u3sy9ZqZ3hsjISIqLi0lNTdvwl6MQMDMzTV9fPyAoLikhPT0dh7JEuX4Hmbqsjb0ASZJ+KAMDAzQ3NzM9Pc2ePXuorq4mMTHxN18nhIp39hH+xVfoTIkohg0ceLr6nALNa0NR9ERmnsYQ8+vg09nZWZqamhgZGeHgwYPU1tYSFbXx1yRtLtU7z8zr/8zw6CQLdg8ZmZkUFRV9MdgyFPw+P339fcxMT5OUlER5eTkmnQdFH0l03sWw7OdIkvRj8Hq9q8NPIyMjqays5MCBA5/sb1gWy3Srr3FqThKUhLDUXYN5Ekuk6dIp029fHc6haRoPHz6ktbWViIgIfvnlF3bs2LHh1yNtPt/tSyzc+C+8XfJjNJkoKioiMyMzLK/H+fl5enp78Pv9FBUVkZuVjTI1CMcvwp4zG/78kiT9OMbGxmhubmZ0dJTy8nJqa2s/2duiCcFDzcZ9zUY8BuLCNITKJnz40ajUp7ND92vfxeLiIleuXKG3t5edO3dy4cIF4uLCk3EhbR7Nv8zsm79mdGyUWZub1NRUiotLiIre+H2LQCAYaj8xMUFcXBzbyrcRZVIBiM67iM742/MK0vdFhu9+B1ZS01taWnA4HBw9epRz5859sPnoX+rFO3MHDDHojOENuVU98yg6I1HZ1WBM4u7du3R0dBAbG0t9fT2lpaVhvR5p83htL/DNPUAXmcXMzAyDgwP4/H5yc3LILyj48iTb9RAwOztDX18fqqZRUlxMVlY2KMFQas09TWTGaYwJ5aF/bkmSfmgOh4P29naePn1KcnIytbW1bNv2axhfQAR4rb5kUbOFLXh3xcqGaaYum3L9dmw2G01NTQwNDcnJ2j8brxua/gK8brzRiQwODjI1PUV0dDQlxSUkpySjEPpNU7/fT39/P1NTUyQmJlK+rZzoqHevucUZMEZA438HEfJ1KEnSr4QQ9Pb2YrFYmJ+fZ//+/VRVVX2w+RhYHsEzdQN0JnSm8E7a1HyLIDQisyrRR2Xx+PFjrFYrBoOBCxcu/P7BX2nraW+H/+1/Q2zfzvzSEv39/bjdbrKysigqKtqwRiXbu8naPp+PwsLCXwMJhYDnz+Gf/TP4oz/akOeWJOnH5Xa7uXXrFvfv3ycmJobq6mr27t376z1LDQQbVAa6IL0QDOEpRK4+9/QQ5O+Eqn+E3eXmypUrcrL2z0gNwNV/BwvT+BMyGBoeYmJ8goiICIqKi0hPT9+QtauqqgwODjI2PkZsbCzbtm0jLvbdZ0/HAmh+uPjfQnxyyJ9bkqQf29DQEBaLhYmJCXbu3ElNTQ3Jye+9V7x9C//r/xoM7CsoCO/FzczA0hL89/894uRJXr16xbVr1wgEAtTW1nLo0CG5dv1JBJZH8Ey2oUSksLS0TH9/H8vLy6Snp1NUXPzpYMsQsC/Z6enpxuVykZeXR0FBITp9sD6iuiYxJu4mMl1O2pYk6UM+n291+KnRaKSiooJDhw79GmYrBNz5e3hzF9Lyg3WmcNE0mB6EzEKo+We4VEFzczNdXV0UFhbS0NDwySHo0tYjhOC1+gKbsBGjxTI6MsLY2Bh6vZ7CwkKysrI25HOWpmmMjIwwMjJCZGQk5eXlq43SPuHDh5c9hv3EKXIPRZKkD01OTtLc3MzQ0BAlJSWYzWYyMn4N43MKJ68Cz/HjI5a4sK4VfcKLGzcl+nKydTn09fVx+fJllpeXqaio4MSJEzLU/iexpC3yUu0ikijcyx76+/pZWloiJSWZ4uLiDRt+6nQ66e7uwW63k52dRXFx8er55CVtiVRdGtv1O+UeiiRJH1BVlYcPH3Ljxg1UVeXMmTMcP378g0BT7/wTfPPP0EUkhzWoRQiB5p5GF5FEVHYtAWGkra2N+/fvk5mZSWNjI1lZMpjtZ9EamOaltkQ2kYyNjzM8PIwC5BcUkJuTsyHDT4UQjI+PMzg4iMFgoKy8jNSUYJC9V6jMCx+NhmwKdOHtVZMk6fs3NzeH1Wqlu7ub3Nxc6urqyMv7NYyP5UWw/P+C/QcZheEJ3l3hcYFtAg7WwsFqRkdHaWpqYm5ujlOnTnH27NmwBJtLm88lnHQFnmLAQMCtMtDfz/y8jYSEBEpKS4jfoJANt8dDb08PNtsC6elplJaWrp5Ptgs78Uo8u/X7wtqrJknS90/TNLq6umhtbcXj8XD8+HFOnz79wRkR3+IbvLP3UIwJ6MIQvLtCCIHwzqPoI4nKrkXTx9LZ2cmtW7dITEykoaGBwsLCsF2PtLmCeyhPUSIzmZ6aZnBoEFVVycvNJS8vH71hA2oEAqanp+jr70cBSkpKg3UTBYSmonlnicw8hzGuOPTPLUnSD21paYnW1laeP39Oenr66vDTFX7h55X6HLu2RIKSGNb6kioC2HGQreRSqi9jZmaGpqYmxsbGOHz4MDU1NRt2VlT6zrgcwTwJTcMTEcvAwAAzMzPExsZSUlJC0gYNP/X5fPT29TI7M0tycjJl5WVERb77jGmbhJgEqP9X4T3vJ0nSd08IwZs3b7BarSwtLa0OP33/jEi35sCqThODnvgwBe+umBNeFKBen00mETx48IC2tjYiIyO5ePEi27ZtC+v1SJvHt/gG78wddJGZzM3NMTAwgNfrJTsnh4KCgg2rEczPzdHT24saCFBUXEx2djaKoqxmIUakH8eUuHNDnlsKHRm++x3x+/3cu3ePzs5OdDodZ8+e5ejRoyjqMu5xK5rmRR8R/ibylcM+TjWeSzenmZwKTtauqKiQk7V/IkLz4xq9ggg40b17HWqqxujYKKMjI+h0OgoKC8nOykbR/XbDYXLaxpueYUbHZ1hccuJ2ezBFGMnJTOXEkZ3k52b85nu8Hi+9vT3Mz8+TmpZGWWkZpogPX3OqZxZ9RCpRuXUoijzQLUnSb01PT2OxWOjv76ewsJC6ujqysrIYUYcZ0vqJIx79Jrx/+IUfp3DifeXj/pWHxMXF0dDQQHGxLP78VPqfQcd/gvR80AebRBzLDvr7+1lcWCQpKYmSkhJiYz891WTStsir4QmGZ+ZZdLpxeX1EGA3kpiZxamcpBekfNhMLBDMzwVB7oQlKSkrIzMr8MCRJDcDMMJz9h1B2cKP+5JIk/cBUVeXx48d0dHTg9/s5deoUJ0+exKAL4J6wIrxL6KJ+O8UsHDT3NB4tmqt3lxgYGpeTtX9Gqgr/9t9CTw+UB4e0aJrGxMQEQ0NDCCHIz88nNzf3k03Bkw4Hr2ZnGV5cZNHjweX3E2EwkBsfz6m8PAo+MV3e5/PR39/P9PQ0iYmJbNu27bevuZERSEiA/+l/AjlkQZKkT7DZbLS0tPD69Wuys7Mxm83BQ6rdD+D230FSFkRswv3M50XMj9GTVM7fdk9hNBpXJ2vLpvafyFgPWP8y+Do0BQ/VuNwuBvoHmJubIy4+jtKSUhISEj757WtduwLM2+bp6Xk3WbuwiNzc3A9fc0KDiX442Qi7Tm3IH1uSpB+bEILnz5/T2tqK0+nk6NGjnD17ligh4H/5X+DVK9i5M7wNoCv6+/HGxnJ53z5eTE3Jydo/ISEEnqkbBJaH0EdlrP67lWaVgN9PTm4u+fn5nxx+up66qxpQGRwcYHx1snY5MR/tO2s+OwDRefVhHwgsSdKPweFw0NbWxrNnz0hJSaG2tpby8nKU4dfQ8dcQmwTRm3A/C/gRM8OMJJfx171zaEJgNps5cOCAXLv+RBzCzovAM0xEYFKCZ4s8Xi+Dg4NMT00TExNNSUnJh0MZ3jM7OUv/6wEmhidxLDnwuIL314ycDPaf3Ed2QfZvvmdpaYmenh5cLjf5+XkUFBR8EJIkhGBRLJKvK6DIULIxf3BJkn5oQgi6u7uxWq3YbDYOHDhAVVUV0THRvFVfMafNhr0BdIVTONH8GpMdM7x88JLi4mLq6+t/931U2pr6A72Ma6Mk6oLNnkLA3NwsAwODeDzB4aeFRUWYPtGssp57q6ZpDA8PMzIySlRUFNu2lf9m39krvPjxs89wgBjl0+epJEn6ubndbm7cuMHDhw+JjY2lurqaPXv2oLqn8Ey2gc6Izhj+tWuw0W6KBW8Kf9MygMvlprKykuPHj29I2Kr0fVoSfv5TYBQDymojss/vY3homImJ4PDT4uJi0tLSPvkZcGFymtHXPcwOj+NcWsLrcmOMiCAlJ5PtJ4+QVpD7m+9ZXl6mu6cHh8NBTnY2RcVFGPQf7juPaS526hKoNfx2b1mSJAlgcHAQi8XC5OQku3btoqamhqSEhHdD2e5DVjFsxv3MYUP1uumMLKTjzRDZ2dk0NjZ+MNxG2vpG1GEG1X4S39tDsS0sMNDfz/Kyk/SMdIqLij4ZaLWetasQgrGxMYaGhjAajZSVl5Py0X6JX/hxCze7DXtX19SSJEnv8/l83L59mzt37mAymVaHnwr/Ip4JK0Jo6EyJYb+uYJ7EJMuBJP62bZx52wKnT5/m7Nmznzy/Im1NQvXgGrmMEP7V16EaUBkZHWFsdBSDwUBhYVGwJ/UTa9f1nGvyuN309PSwsLBARkYGJSWlGE0f7jtr7hl00dlEZVejyHB7SZI+YWJigubmZoaHhyktLcVsNpOWlsaQOsCIGCaBhE0ZjuETXtyaG2eXhwfXH5KSkkJDQwP5+flhvxZpE3U/gFv/JThgXhfsabXb7fT192FfspOSkkJJSQnRv9N3up48ianJKfr7+1EUhdKyUtLT0z/Mkwj4YG4cqv4xFO7aqD+5JEk/sEAgwIMHD7h58yZCiNXhpy694O8C4ywTIEMJf4i8EIJx4SHRpeL6m1vMjE1w5MgRqquriYiQYeI/C6EFcI1dQ/MtoY8M3gc1TWN8bIzhkREUoKCggOzfGX66nrWrzxsMtZ+bnSUlJYWysnIiIj98zameeXSmeKJzf0HRyb2U75kM3/0OOZ1O2tvbefz4MclJiTSczSQlehldVNamHKJVVZXhwT6cS+NMuzI4fO4fk53928KRtLUFlkdwT7ahi0j5zRu7z+tjaGiQyakpoqKiKCkuISUlhffXXdda7vPkee8nH1tRFP64/gzby4IbBEIIJiYmGBwYCE7WLisjJTX1k98rVB+ab4noHDP66MzQ/GElSdpyhBD09fVhsViYm5tj94ldpJ1OIcJoIkrZnPAzu91O70QvriUXZYFtVJ6skpO1f0bWv4TxXkgv+OBfCwTz8/MM9A/gcrvIzMykqKiICNOHC6/LD7p41Dv8yYdWFPjT00fYkZ8FgMfjoaenB5vNRlr6u1D73xukMDMSPARX98+/+Y8oSdLW5fF4uHXrFvfu3SM6OoqGc3lkxTnQRWdtykEGTdMYHRli2TbMlCORPSf/EYVFRWG/DmmTdXfDv/k3kJ0NMR8GBfn9foaHhxkfH8dkMlFcXBwsGr6313K5p4dHExOffGgF+NNdu9iRFgyXFkIwPT1Nf38/QghKS4OTtT+5d+PzQV8f/I//Ixw9GrI/riRJW8/IyAjNzc2Mj49zoCgXszJBlE4HyZuz7+V0Ohl99QTnspPFY3/IqYZ/ICdr/4xu/x28fRBcJ35kcXGRvv4+lh3LpKWlUVxc/JsQ+rWsXX0+H319fczMzJCUnER5efmvk7U/Nj8BccnQ+N+tHkCSJEn6mN/v5+7du3R2dqLX6/mjQIDSR4/Qbd8Om3CwRgjB+Ogoznv3GN2xg9x/+2/ZvlNONP7ZaL5FXKNXQR+BzvBhjUJVVcZGRxkZHUWv01FYWERW9ofnBNZSdwWYn5unt7eHQCBAUVER2Tk5n1y7rkzajsw4jTGhPER/WkmStqKpqSksFgsDAwNsy8uiwTRPrOaDtN8GvISDx+Nh+FUX7qV5ZvaYOfkn/+R3B1tKW9ewOsiQOvhBwMIKh8NBf/8Ai4uLJCcnUVxSQuxH+8c3rtzk9ePXn3xsRVEw/4NaincE18WBQICBgQEmJiaJj49n27ZyYmI+HVzvEi506DhoOIxBkecBJEn6NFVVefToER0dHaiqyqFfDhC5w0ScLh6DEv5D+ELA1PQkI4sj+Kb8nEw9zf59+2Wo/U/GJ3w8DTwCIEr5cI9W0zTGJyYYHhoGBHn5+eTm5KLX/3pOYC33VgjuNff09ODxeMjPzyc/P/+TzS8r4fbF+hLy9AW/+X1JkqQVNpsNq9XKmzdvyM/N4sLxOGIjfOgi0zflnubz+Rjuf4treY55tYRT1f8VSUkyiO1n06Ut0qbOkEfUb16HLpeL/oEB5ufmiE9IoKSkmIT4D0PoH11pof/x808+tqIonPwH9eTuKAPe9YENDzM6Okp0dDTl28p/83grHMKPH8GfGvJIkGtXSZJ+x8fDT83l2RxaHsCQmAZRm7MfOzc7y/ybJ8woUURc/JccPnlahtr/ZFSh8kx9jE94fzOgRQjB1NQUg4NDBAIBcnNzyC8owKD/9YzRWteujuVlerq7WV5eJicnh6KiIvT6T59ZWtAWyNXlU2IoDcGfVJKkrcput9PW1kZXVxdpaSk0nE4lIdKFPurToaYbLRAIMDzQi8s+ybQnh+NV/5j09PSwX4e0ufyOATyTN9BFpaEoH97nvB4vg4MDTE9PExMbS0lxCUnJH+5vrClPQhOMjY0yNDSEyWSivLycpN8ZAihUD8LvJCr3PPrIT2dOSJIkrQw/tVgsLCwssO/sXpKOJxBliCJyE8IBIVgD653qw7PgZge7OHvinAy1/9kIAdf+PcyOQVreh7+FYHZ2loGBAbweL1nZWRQWFmIyfpj/sJaeHJfbRU93D4uLi2RmZlJSUvL7GSZTg1C0Byr/7Nv/nJIkbVkul2t1+GlcfDzJf3yW+cwY8pRodJuUhTgwMsyge5Gc0WX+xd4z5OXlffkbpS0l4JrAM25FiUhC0X14n/P7/AwNDzE5MUFEZCQlxcWkpqatOwsRAZOTE/QPDKDX6SgtLSMt7cPHWyE0P8K7QGR2DYaYnFD9caUNID+Rf4diYmKor6/n6NGjPLr1t0wNPWLaGE9hURxx8eGdsm2bt9Hb24PP76e0MJed6elEp/xOo7u0pWm+RRDaJxPVTREmyrdtIycnl/7+Pl6+fEFiYiIlJaXExv1auIyJjmL/nhLystNxe7x03n/JvG0JIQQtN56wvSwf57KT7p7uXydrFxWjN/x+cIKiN4EIoPkWZfiuJEm/S1EUysrKKCkp4fGTxzxavs983wzpURkU5Bf87mGHjRBQVQYHBpiYmCA2No7SvaUURhVgNMjDij8drxtskxD12893CgqpKakkJyczOTHJ0NAQszOz5OXnkZeb98FrNjYygoOl+eSnpeD2+bjxooc5+zJCQPOTV2zPy2RsfIzBwUGMRiN79uwJhuR/TnQcLEyBxwmRn24UlSRJioyMpLa2lsOHD3P/5t8zN/IImzGG/MJoEsPcHGJfWqK7pwe3y0VRfjbbdqQQkynXrj+l0VHwen8TvAtgNBopLS0lJyeHgYEB3rx5w9jYGCUlJSQmJq5+XazJxMGsLPITEnD7/dwYHmbO5UIAzf397EhLw/3eZO309HRKS0t/P9QewGQCVQ1enwzflSTpM/Lz8/mX//Jf8vLFC+b+9i8YWp7AkLeNwriUsA5s0TSN4eFhRkZHiIqIZFdBAjFJIvh+Jv1cNA2mh393bZiYmMihQ4eYnp5mcGCQBw8fkJOTQ0HBh3sdX1y75mcyNfVusjYKO3bsID3jo8naH4uOh+UFcCxAgjxIK0nSpxmNRs6ePcvBgwe5/3//3zj/4i94GRNDdk4OKSZTWBtVlpeX6e4O1sAKysupNBjQLy+H7fml74fmW0RoXnSmxN/8nl6vp6CwkKysbAaHBunt62V8PLh2TU7+dfjp19RdfV4ffX29zM7OkpySQllZ2WcHKQSHKSmo3nlkxUKSpM/JzMzkn/7Tf0pvby8j//kvGLUNoGSXUBTvJSKM4fZCCMbGxhgcCtbAduXnsT9VB5HhD9iXNp9dLGFQDJ/8fBcXF8e+ffuYn59jYGCAx48erQ4/fX9fNzo2mu0HtpOVl4nX7eXRzccszv//2fvP58iyNL/z/J5zr2sJdzi0FqF1pKosrau7S3V1V0s2RVPOLI3LMZsZ458wr9fGuLOzOzQOp9lsDluRrVXpzKrUOiNDQEUEtBau/d6zLy6ACERGAHCRGUD486GlFSMDfnHdGonr55zn+T1rGGN48a9/ytDpIRaXlrh18yaO4zA6OkJXV9e+nykD+MmaHDmTJy4BRkKIR7Asi2effZYLFy7ww5/9gLHCLXzv++lv66e9rZ2Ps0/l3hnYGpnODB2fbKMz8HiCHsTjlTNZSqZEVH04REtrTW9PDx3t7UxNTTE54TWsDA4N0ZZp2/2ZPcyztVypMD42xuzsHIlEgrPnzhEJhz/0PXcopbCw2DAbH9VbF0I8IVKpFL/6q7/K1NQU7/z0v3Bn7CY62MbQUJxg6GOsKTLeEJux8TEUcGqolwuZdsIxqWtqRgtuAQv10M9W4XCY8+fOsbq2ytitMd54/Q0ybW0MDQ3uGVYajIYZunye1t4uSvkC7//oJTaWVzDG8OZf/5Ce06Osrq56ofbFIgMDA/T29u4bRhnBZoYCK6Yk4btCiEdSSnHx4kXOnDnDSz/8Hvzt/8l1UyY54qezK4xWH1/obbFU5NbNWywuLtLa0sazySD+uAEJ3m06BfIUTYEAHz4DVUrR2dlJW1sbt+/c4e6dO8zNzTEwMEBn573hp4dZuzqOy+TkBHfvThOJhLl85Qrx2P593n7lYwPvOrKvIoR4lHg8zre//W2effZZXv/JHzAz/hqz/hYGh2JEPuZho0uLS9y8dROnUuHEUA9nM52EW2Tt2ozc4ipgPhS8CxAIBjh1+rSXJzE+xttvv0UqlWJ4eJjwfT08h6lr2tzY5MaN62xls/T29NA/MLB/n7cOYNxVL09CwneFEI+glOLUqVOMjo7y8qsv8WbxdRZuzNIZ7aKnp3fPIMmP2p4zsGSC0cujDAT7JXi3GeU3YW3R6395gELRlmmjNd3K9PQ0U1NTzM/P09/fT093z5593YN6ck72tnPn9h2mpqbwB/xcvHjx4CGA4ZgXClwugU/6xYQQDxcOh/m5n/s5nnnmGf7vV3/Ii0tTJJd9JPsHHzn48aNy/xlY70g/rafOEPBlPtZ7EEeDW1zFGAetP3y26fP7GB0dpburm/HxMd577z0SiQTDw8PE4veex4dZu+ayOW7cuM76+jqdnZ0MDQ1j+x79eU5pH65xvKxGCd890pQxxjzumxAPZ4xLfvpvWF+8xc2pFbJbW7S3tzM4OETgI24UKZVKjN26xcLCAi2pFCdGTxAIBnDzc/jTlwmkL3+k318cPfmZ71HJ3sEKHTClzniT4sfGx8jlcnS0tzMwOMjC0jodbSl89z085hZW+D9+58+9l7mGX/z5p1lenCcUDnPyxEniiQ8vHh/Gyc3hS54i2PaJmt+fEKJ5rLorvF1+k5W7K0xPzWDbNoODA3R0fPSNIkvLy9y8cZNKpczA4CA93d2UKFLB4aJ9hbB6dOOAeAIt3oE///9BIgP+/SfmVSoVpm5PcffuXXw+H0ODQ7R3tHNnYYXOVALffZvtcyvr/G9/8UPAKyz7hVO9VEqF3cnatnWIjflyEdbm4ef+CbT11fU2hRBPPmMMxfkfszH/LjenVtnY2CCdTjM8PExon6a4RqhUKruh9vF4nBMnThKJRnBys/gSpwi2P/+Rfn9xBP27fwd/8Rdw9uyBX7q2tsbY2Bibm5u0trYyNDTEUrlMZzSK776inbmtLf63V18FvJ/3X+/rY2F6Gr/fz+jo6MGh9jtu3oSLF+F//p9remtCiCazPIP7Z/9fZte2GJ9bQKHoH+inu6t736a4RlhbX+PG9RvkC3n6+vro7+tHl/JeyOlX/xG093+k318cMRsr8Cf/1gvffcjwmPs5rsPdO3e5ffs2SisGBgbo6uri7uLqvmvXcrnM18/0Ucxlae9oZ2R45HBh064L85Pw5b8PfafqeZdCiGbxH/4Dhd/7Pa77/ayurZFIJBgZGSF2QFNcvRzHYWpqijt37hAOhzlx4gSJRAKuXYOnnoL/8X/kY01SEo9daeVtikuvYoU7D/za7NYWt8bGWFtdpaWlheHhYVbWc/ueu2Lg1779KeZm76K0ZnRkhEym7aGTtR/kFldRvijh3m9IE6gQ4mCbq7h/8v9mcXmFW3PLOK5Db28vfb19H/nw082tTW5cv8Hm1ua9MzDXhZUZ+OJvQt/pj/T7i6OlYsq8VnkFBQTV/k3ArmuYmZ1hanIS1zX09fXS09PLwvQ8rZ2te9ajS3NL/Jf//fe971Fx+MQ3nmMru0W6Nc2J0dFDhU0bY1hnjZPWGdq1DBUXQhzsjjPFB4VrLN5aZGlxmVgs+qFBkh8F1zXcnb7L1OQkPp+f0ROjpFMpNs0GURXjvHXpYw1SEo/frDvDTec6SZU88Gtz+TzjY2MsLS0Tj8cYHh4mt57b99lqDPzCP/wFpqfv4roOQ0NDdHZ2HWqLJG/yKBRX7WewHhIAIYQQ9zNOkdztP2VleY6bE/OUymW6u7ro7x/YtymuEfK5PDduXGdtbY32jg6Gh4exbQs3P0+w49P44qMf6fcXR4trDL/r3CZvHFJq/xADYwzz8/OMT0xQLpfp6emhv6+P1Zl5WjrbsO97vq7OLfDX//vveN/DcTj7rS+xsrFOIpnk5IkThA9Zv3fHzfEZK8MV64AwBiGEALjxGuXv/R4TOZeZ+XnCoTBDw0Ok0+n9hyzXyWCYnZ1lfGwcpRWjI6Nk2jKo1QUIhuHr/wICEhLYTJbcBd533iNB4sCzzWKxyPjEBPNz80QiYYaGhyluFsl0PXrtCvDN3/4md6fvUCyWGBjop6enF60P/jkvmiIODpftpwgoGRoohNifcR3yd/+CtaUpbkwukc/nvUGSA4P4Ax9tCFqxWOTWzZssLS2Rbm1ldGQUf8CPm58lkHkWf8u5j/T7i6Mnd/cvcQqLBwfcGlhaWmJ8fIx8oUBXZyf9AwPML67tW9fkuoZvf/UKKytLRKNRTp44QfSQ9XtObhZ/6gKB1qdqfn9CiOax7C7xTvEtlu+sMHt3Bp/Pz9DQIG0f8fBTY2BxcYFbt8b2nIEVyANw0b5CUO2fKSCeMLPj8Jf/DtLdYO/fJ1Mul5mcnGRmZoZAIMDQ0BCZtszBeRLFIj93shtTKdPb20v/QD+WPsQ5ajEPWyvwC/8MUgfXNAshmpsxhj91Znlva4H161NsbW6SyWQYGh7aM0jyo1AulxkbG2Nubo5kMsmJEycIhULcMXme0Sk+acuAjmZTmPsx5c0xrFD7gV+7trrKrbExsltbtLW1MTg0xOLyxv5ZiMbwSz//DIuL8wSDQU6eOEHikPV7Tn4eX2yYYMena3pv4uMhIzGOMLewgFNYIJ7q5mrrIPNzc0xMTLC4+BI9O80q9uGLBn/vj77P2MT07p//+T/8Bq2pB9LjH5ysfeo07e3tu414yg5R2RzHnzyDsuTQp1kYt4JbWkFZh1jEK0ilU7SkWpibnWVicpKFxcXtadl7A4nSLV64biFfYHl5mbm5WUaGh+jr7UMd4hBy91taAZzCokwCFUIcypK7gFKK4f5hutu7GZ+Y4Pr1G0xPTzM0PEzqoAlO9/mz3/1zbt+6vfvnX/vvf5WW1g+/vlQqcfPWLRYXFkmlWjhx4gTBoPc71W8C5Mway+4iYUsCjJrK+hJUSuA7+DOVbdsMDw3T1dXF+Pg4H3zwAXen7zI8PLxnoxQgHY/gGpe1tTU21jfQp3u5cvkK8fjhQu29b+iHStm7RwnfFUIcwJTWqWTvEk60cfnyIIuLi4xPjPPKK6/Qtd2s4vMfIjxt26HWruydrD0yOkpXV9fuekD5YlSyt3HL59G+jzZESRwhxsCtW3DfxOz9JJNJrly5wsLCAuPj3s9sd3c3hMNwXzhIOuRt+heLRZaXl7ljDIN9fQwODlYXIhKLwdQUFItwiFAGIUSTm3wPXcrTPXyCTP8gk5OTjI+NMz09zfDQMK2Z1kM3q/zH7/+MmzMLu3/+l1//PK2JDz8fK5UKY+NjzM7MEk/EeercU0TC279TgxFYmYPJdyV8t9msL0Ix5w2OOYClLfr7++no7GByYpJbt27t/szaD5xlpOMRL4BoY531tXUqJzq4cPECqZbU4e9Na8DAxlKVb0oI0ZRWV+GnPyXY28vFzk5vkOTYGK+99tr28NPB3T3bw/iPb7/NzZWV3T//y2eeofUhDey7k7ULBfr7++nr67sXpN/ZCe++CxMTMDRU91sUx4dTWIRDhgNFolEuXrjIysoyY2NjvPraa3R0dGBak3u+bufctVwus7y8zMTEGL29Pd5zuJoQEcuPKWcxlRzKd7j1tRCiid35AJ3boH3wBOl+l9u3b3Pn9h1mZ2cZHByko7264aeHWb86rsPkxCR3794lHAlz5coV4rHtMzALb49w7C3oPSXh9k0kT56yKR9q2K3Wip7ubtrb25mammJqaoqZmVkGhwaxH2hwSaQTGOOFPa+trpLL5Th79gytrZlD/3gppcBV5NwsSGalEOIAjqmwYOaJ+iO0n21nfX2dsbFx3nzzLVpb0wwNDxMOHb5Z5bB1TZubm1y/foNsdovunh4GBwZ2z8BChNl0N1jXa7SoKvbuxLGXc7Mow6EGuYRDIc6dO7c9/HScN954k0ymlWQmuSfAKJH2zv0rFYfl5WVu3rhBR1cHoyMjhwq132FjU6BAnjxRotW+NSFEk6nkpnErG6Ta+3kmM8Dd6bvcnppibn6egf5+urq6q+pbOExdk3ENd+7eYWpyEn8gwIULF2lJ3fcMVhbljTHs2DBKwu2bxgZlsqZCmIP3hpVSdHR0kMlkuHPnDrfv3GFudpaBgQH0A7VKsXQLGEM2l2VlZZWu9XVOnjpJR0d1+zJaKRZNser3JYRoQq4Dt17HFwxxoq+Prp5exsbGePedd0m2JBkeHiYWPXzd7mHrmnK5HNdvXGd9bZ2Ozo7tPort9UY8DQu3YfoGDF2s+y2K4yNv8mDMoT7PBQIBTp86RU9PD2O3xnjn7XdIpVqIt8YfunZ1HJeVlRWuXbtGpq2VCxcuEKpiX8aHj4IpkDc5Cd8VQhzIyc/iFJdItPbwdOsgs7MzTE5OsriwQG9fHz09PVX1LRw2T2JmZobxiXEsrTl79iytrZl7eRJWkPLGGL7ESZQ+fD+QON6MU8QtrR86T6I100o6nWZmZprJqSnmFxbo6+vD0nv3O3bqmvK5PMsryywu9XJiZJjunp7qciG0H6cgNcNCiIMZY1hw57Esi9GhEXo6uxkbH+fatQ+4e3ea4ZFhkokP96s+ymHPXQvFIjdv3GB5eYXWTCujo6ME/F6QftAEWWeNFbNEl+qp/02K42N9ydtPOSB4F8Dn8zE6Okp3dzdj42O8//77xO/GGR55RJ6E67K6usrm5ib+s/2cu3iBaLSK81N/EEoFWF+W8F0hxIEWKHLX5OiOJBm5kmZ+YZ6J8QlefvkVerq76e/vx7YP37fwo9/9I2ZvTez++ef++39IvHVvbZIxhoXtUHvjupw8ufcMLIbNdbPJJZMkoiRKs1kY4+IUlw6df5lsaeHq1avMz80zMTnBKy+/TE9PD+qBWridtWuxUGRpeZmZmWmGhwbp6++/1wd2CMoK4BSXMMaVeoAjTH5jHGHlzSlwy7v/kXd0dpJpa+POnTvcubPdrDIwQEdn54EbS+9cm9izUfowhXye6zdusLa6ujtZ+/6DI/ACjNz8ApXsXXzx4freoDg2TCWLcYoo+3BTr8Er+Ons6qKtrZ3bt6e4c/s2szMzDA4O0r79IebdaxMsLS2ztbXJQF8nzz/3LKFDTtbew/JjKjmMk6/qHoUQzSdvciyb5d2JYMFgkDOnT+8WT7z91tuk0ymGhoaIHBDaduPtG3s2Sh/GGJid8yZra604feY0bZm2PY14Sin8+Fgw83SabmxZ0DWPzVXAVNX4GwqGOHvmLOs964zdGuOtN98i3ZpmeGiY8PYz9KfvfsDM9AyO43B2uJ/nnn0GXe2CbOeeNlf2/zohhADKW1MYJ4/2J0FBpi1DujXNzPQ0U9vNKv39/XR3dx+4sXSYtWuxWOTWrVssLS6STqcZHT1BILh3c0zZEdz8LJXsHfzJM/W+RXFcbG3B0hJUcUColKK9vZ3W1lbu3r3L7du3mZub2/Mz+878PCsrK2xsbNCXSPDc008TO+Rk7T2iUVhc9P7pkUNyIcQ+ClkYfxvCCVAKv8/PidETXvHE2BjvvfceiUSC4ZHhewFDj/D2xN09DSoPYzAsLi5y6+YtHNdh9MR2qP2DHfXRJEy8C+c+BZHDFxqJY25r1dvgOMzU620Bf4CTJ0/S3eP9zL777rskk9sNVtvP0Jev3WJmZoZyuczpwV6ef+65w03WfpCyYHW++tcJIZrPa6/BwgKc8daIqVSKlpYWZmdnt4efeoMke3t7Dyz4eXt+fk/w7sPcP1k7kUhw/vz53f27XYkE3L4NL70k4btNxBgXt7Ra3aBbBal0mpaWFLOzs0xOTrCwsEBfby89vb1YlsW161Osra2zvr5Gd0eap65eJdmSrPr+lA7glrOYyiZI+K4QYj+VMtx8HQJh0Bpba4aGhnYHSV7/4DrTd6cZHh6m5RDDTw+zfl1ZXeHGjRuUiiUGBge8IdAPnoHF0zBzC9YWoKW9nncojpGCKeAqB+sQAUY7fLbNyPAw3TvDT699sP0zO0QymQTgvdffZ25ujmKxyODJQZ7/5CeqKg7fYSmLLbaqfp0QovmsmhVyJksUbw8tkUhw+fJlFhcXGB+f4JWXX6Gru4uB/v4P1fY+6DB1TY7jMDE5yfTdu0QiUa5cufKhMzBb2bjGsOgu0KIlfLeZbLGJVWUd273hp/Pez+wrr9C13WDls23G3htnY2OT1dVVMl2tXLp8kdbW1qrvzcbGwaFoCkSVhO8KIR7NGJfyxi0UGqUslAV9fX10dHQwOTnJrbExpqenGRoa9n4fHVDKeZi6ps2NDa7fuEEum6Wnt5eB/gG0tXftqv0JnMICbn4BK9xR79sUx8SGqVAwDi3Kf+jXWJbFwMAAnV2dTExMcnN7+OnQ8BDpVBqlFGNvvsv8wgL5fJ7ukUE+8cnn8fsP/z12BNEsIuG7QohDmJ+CxTu7Q5yj0SgXLl7YM/y0o72DwcHBA4dsHGZf2DXe4LepqSmCgSAXL12kJfnAnrNlg2XBrTdh4Pz2MGfRDLbMVtW9MrFolIsXL7K8ssz42BivvfoqHR0dDAwOEvD7GXtvgq2tLCsrK6Q7Upw7f5b29o6q5/1ppTEYChSqe6EQoilVtia2w8S9z/Jd3d20tbdze3eQ5AxDg4O0t3c0ZO2ay2a5fuMGG+vrdHZ1MTQ09KEzMOWL4xaXcXIz2NH+ut6fOD7c8hbGLaF9+9en309pRXdPD+3tHUxNTTI5Obn7M9vW1g4K3n5/jMXFRbLZLIP9XTz/3HMEQ4cI+H3we1l+3PIGxi1LKLQQYl85sqyaFULbeRKhUIhzZ8+ytr7O+NgYb77xJq2ZVoaGhg4cfnq4PAnD9MwME+MT2LbFuXNnP3QGppTCNjbz7jztqhNL1dA7IY6njeWqXxIOhzl/7jyra6uMjY3xxutvkGnLMDQ0RCjo/cy+8M41pqencV2X8yODPPvM09WF2oPkSQghqnLL2aJoXDLK8gZJtneQac3s7c0fGKCrs/PAPInJt6/tCd59mEKhwI0bN1hZWSHT1sboyMiHzsAS+Jgmz4TJck5Jv2uzMJUcplKAKnpylFJ0dHaQacvcy++cm2Og3zuL3clCXF5eZnNzk/6edp579lki0ep7apQOYCp5TCWH8kld01El6W5HlHFKVLK3Ufbe//h2iyc6O5mYmODGjRvcnZ5mZHiYltTDC1tz+QJ/84NXUUqhlcJx3b3f66DJ2vdRykIpCyd7R8J3m4gxlZqT1C3bYnBoiM6uLiYmJrh+/Tp3p6cpO5r/9Ad/R7FUpr2tjd/+zW/XFrwLKDTGuGCcml4vhGge62aNEkUSJPf8+3gsxqVLl1haWmR8fIJXX32Vzs5OBgYH8T+kWSWfy/PCX7+IUgqlNa7z4d8/uVyOGzdusLa2TkdH+0ND7XeECLHpbrKpN2hR0qjSNCplMFVuYm5LxBNcvnKZxYVFxsfHeeWVV2hrb2N2ZZ3f+/Fr2LaP7q5OfvPLn60+eHeXgkqpxtcKIZqFMS6VrQmUFdxzMKO1pqe3l/aODqYmJ5kYH2dmepqhoSEymbaHFvwctHZ9cLL2mTNnyWQyD72WUgp0gMrmBL7E6eoPjcTxVCxCpQI1rC0ty6K/v5/Ozk4mJycZGxtjZmYGJxzmd955h3y5TGsqxT/77GdrC94FsG3v/kryfBVCHGB+EjaXoW1vsWokHOHC+QusrHrNKq+/9jpt7W0MDQ4RDH64ADFXKPKXr72LUl4x/4eerUChWODmzZssLy3T2ro9WftRjS/RFpifgLlJGL7YgDcqjoVKmQOrtR8hGoly4cLeBqtMJsPiZpbf/eErKG3R29PDb33187UF74LXPFWWJlAhxCG89BIEg97vjW1KKbq6umhra+P27du7w093zmIftpbMlcv85a1bKPDWrsbs+XtjvFD7mzdvYozhxIkTj7wWSkEqBT/9KfzyL8MBwUniCWFc71yzhn1bpRVd3V20tXs/s1O3bzMzOws6wH/+4x+Qy+ZJpVr4J//gl2oK3t3+Jt49unLuKoQ4wOJdWJ2Dlr0hQcFgkDNnztDT08OtsVu89dZbpNNphoaHiIQfXoB40Pq1XC5za+wW83PzJFuSXLhwgXDoEXuAoRisLcLsuITvNhEHB1A1nQWEQiHOnj3L+vo6Y2NjvPnmW6TTKTbXtvjz3/0LcKG7p5vv/NYv1hS8C6BR2/cohBD7W3FXwLBnr0wpaGtr2zNIcn5unv7+vkcOPz1MXdPyygo3b9ykXC4xODRET3cPWj/892hQBVkxy5RMCX8VYXHieHNw0DXsDSvF9vDTDHfv3uH27TvMz81hY/NX//ffkN3MkmxJ8Bv/9NdrCt71vocCY+T5KoQ4kFtaxy0sonx76zz8fj8nTpygZ3f46bskkklGhoeJPqIm5KC6JqfiMDE5wfT0NLFolCtXrhKNPbyRTlkBKJap5GclfLeJVHAxCqwa1q4Bf4BTJ0/u/sy++443/LSSzfOj3/lDTKVCZ1cnP/8Pf72m4F0AC0XZuLjGoKXWTgixn5kxKJcgcC+cSKFIp9KkWlLMzM4wOTnJwuICvb299PX2YVkfrgk5TF3T+vo6129cJ5/L09vXS39//6PrS2JpWLgN60vQ0tawtyuONgcHRQ3nrgpa0/d+ZqcmJ1lYWMSnbP7297/H5sYmsUSMX/+nv05HRx2f1wy4snYVQhzAreSoZKc/FMZi2zZDw8N0dXUzPjHOBx98wN3paYaHhh9ZE3LQ2tV1vVD727dvEwoGuXTpMonkw8OJlLbBGCrZuxK+20xMBWqsa7J9NsMjI3R3dzM2Ps61a9e4Oz1NsWT43T/8HuVShY72dv7Rb3yrpuBdwLsvtwKuAxK+K4TYx5q7RoUyEfbWKiUTCS5f9gZJTkx4w0+7u7voHxjA95CakMOcu25ls9y4fp3NzU0v1H5w8JH1JUFCZN0ttvQmCZVsyHsVx0C5CDX2y7QkW7h69Srzc/OMT4zz8ssv097ezvTSKv/5J6/j9/tpb8vw61/6dH091E659tcKIZpCxbjcMltElL3n981Ob35HZweTE5Pc2h4kOTw0RDqdfujvpmIuz5t//YPt56vCdR7IQjSGu9PTTExM4LNtzp0/R2v64fUlWilsoxhztzinJXy3aZgKGKe2LMT78jsnJya4eesm0zPTVFyL//SH36NYKNGWyfDbv/WLNQXvArs9OZhKba8XHwsJ3z2i3PIGxik8cjJUIBDg1KlTu8UTb7/9Ni2pFMNDwx/6j/ZvfvAa+XyRy+dHGZ+aZX1ja/fvNjc2uX7jOtlslt6eHvoHBh56oLmHFcApLmFcB1VrQ7w4XowBDLWGLIDXYHX69Gl6urv54U9e4r/+xU8JhSL09vTyy9/6LJ2d6drvTynv/syHD9qFEOJ+WTcLxluAPUgpyGQypNNppmdmmJqcYmFhgd6+Pnq6e7Csex+6X/irFynkCpy+cpq7Y3fZXN/c/TvXNdy+c5vbU1MEAkEuXrxAS8vDQ+13aGVhjCFncrQg4btNwynXNVVdoe41WE3f5Ycvvcb3rt8m1dpKPBbnVz71FF3pZO33pxQ4spgTQuzPVLKYSg6sh0/49Pl8jIyO7hZPvP/++8TjdxkeHiGe2Lve3W/tmsvmuHHjOuvr63R2djI0NIzt239LQ1lB3PImxsmj7NoGfYhjxnG89Wsdz9edBqvu7m5++Oab/OeXXsIfCtHT3c1vXLxIT6KOzfftJlAq8nwVQhxgfWn799nD915TLSlarrYwNzfHxMQELy++TE9PD339fdjWvefjX772Hrliiasj/YzNLrKWze3+nTdZe5qJ8Qks2+LsubNkWjP739fO79f1xbrfojhG6txzvb/BanZ2lu//7GX+5v1JWtJpkolk/WtXlPcZQAgh9pPLwZ078IjP87ZtMzQ0RNf2IMkbN254BT/Dw6QeGH76l7dukSuXudrZydjqKmuFwu7f7ZmsnckwMjLy6FD7HYkELC3B/Dz09NT9VsUxYFzvs17NQ9Pu+5nt7OLFn73Kf/rDP8WyfXR3d/Or3/kC3V0HfK7b1/a5K3LuKoQ4wMaid47ke/izLh6Pc/nyZRYXvUGSr77yKp1dnQwMDOD37Q2BedT61WCYm59j7NYYBsPJUyfp6OhA7Ve7opS3fl2ZbdhbFUefwRz8RQdI7DRYLS7wwvdf4Gd/9RLJZJKWlha++stfpq3O56srz1YhxAGMMWyyia0e3iyutaavr4+O7UGS4+MTzMzMMDQ0RGtrhvt7VfarayqVy9y6dYuF+QVaWpJcvHiBUOjhZ707fPjImi3yJifhu03Ee3bVXjNsWXp3+OkrL77KH/yHP0Qri66uTr7xm1+ns6+zzjtUDfkMIIR4spnyOsYpovwPr+ENRyKcv3CB1fsGSba3tzM4OEQguHe9u19d08ryMjdu3qRcLjM8PEx3d/fBTe7aj1uQc9dm0ohVYTR6b/jpz77/I976s+/REo+T6uzkk9/9Bqmu2sMBFWp7Z9jUFMAvhGgii7fB//CwNKUU3V3dtLe1e8NPb3vDTwcHB+lo79jzfNyvrqlSqTA+Mc7M9AyxeIyrT10lGnl4qP2uQBjWFry9awnfbRouTl1PLa0VPd3dtLe389pPX+UP/90fgzF0dnXxrb/3Dbr7u+q/RyNrVyHE/kxpA+MU0YGH95QGQ97w043uHsbGbvHWW2+Sbm1leGiIUHhvn8x+a9f1tXVu3LhOvlCgr6+Pvr6+hw53u5+yAjiFRYxxawq0EcfQTp5EHeF9wZ3hp2vr/ODHP+NP//olIpEY7b0d/PI368yTwOvJMXV+BhBCPPm2zCbqEUOc9wySnL7Lndu3mZ+fp6+/n+6u7j0DS/c7d3Ucl6nbU9y5fYdwOMSly5dJxB+eD7XDVjYuLnnyJEg27P2KI86p1PVsVSg6OjrIZDLcuXuHH738Oj+4cZdUppVYNFZ/T44BHjIUSQgh7rdGmRwV4jy8ringD3Dy5Em6e7oZGxvn3Xe9QZLDI8PEonuHn77xVz+gmMszfOU8c2NTZNc3dv9ua2uL69evs7m1RXd3N4ODA3v6ZR8mjM2yKVEyLn5ZuznW82QAAQAASURBVDYFs7vnWvvzNRAIcPLUKbq7e/jRCy/xR3/2AsFgmJ6eHr777c/R1VnbQPH778tIFuKRJuG7R5RbWge3fODUpWgsxsWLl1heXmJsfJxXX3uVzo4OBgYH8fv9jE3M8O61CaKRMF/49GXGp7zmEtc1TE5MkN1aJxqNcnWfydoPUlYQU97CLW9gBfYPExRPCKW412hZn8WVLG+8NwNoMplWvvvtz3FypLe+i5rtYGD5ACSE2IfXpLKBrfb/+KO1prenh472dqamppicmGR2ZobBoSHaMm3cGbvNzXduEo5F+MSXnuO/jP3+7ms3Nje5NTFGLpejt7eH/v6BPaG9+1FKkTVbB3+heHJYvoZsRmqtKdtBXplZJRAM0ZJI8MufvMqp3jqbVIyBAzYihBDCLXlNKtq/fyBpKBzm3LlzrK2uMTZ2izfeeJ1MWxtDg0MEQ8FHrl2NMdy9fYeNjRWCwSCXLl0ikUwe6t6UFcAtZjHlDZDw3eZgWd76tQHP17likVeKRbAsMuk0v3npEqda69koZTtcScEjptcKIcSupWlvvbAPpRSdnZ20tbVx+85t7ty5w+zcLIMDg3R2djI2u8jbk3eJhYJ8+fIZxmZ/uPvarVyW22M32djYoKuri6GhoUdO1v4QOwALd+p5d+K4adCeq1KKvLJ5bXYD2+8n3dLSmLUrxvsMIIQQ+5mdha0t6Nq/MW5nkGT3fcNPU6kUw8PDRCIRbq2s8Pb8PDG/ny8PDzP26quAt3admZlhfXYW27Y5d+4crYddP0QiMDUFMzMSvtsslL43WLROM/OrvPLOHUDTmk7za7/0xfrPXXcHssq5qxDiAKsLHFS0qFC0ZdpoTbcyPT3N1NQU8/Pz9Pf109PTg9aaWzMLD12/litl3nv/fSgWaGtrY2RkBL//kGF/gTAs3vX2CesY1CWOj30Dmau5joLSZpGx18ewtKa1tZUvf+eLDJ4arPPKBi3PViHEAQoUKJkivkc0qezw+3yc2B5+Oj42xnvvvU8ikWB4eIh4PM7tWw+vazIGFhYWWLr+PqA4dfoU7W3th+rxs5SFiyFPTppAm4j37Kp/7Tp/Z573f/o+lrZpSbXwzb/3jQY8WwFMwz4DCCGeXG7Ja9Q8KAi3JZXiaksLc7NzTExOsLj4Ej29vfT19mHZ1iPrmhzH4cb1G5SLWVKpFKMnThAMPjyM8EHKCuCU1jBuCaUl3L4ZNGpVqJSivLbJ4uvvYwGtbRme/6Wv031qpK7rmu3QXQneFULsq1TwhooH9q/JvX/46fjEONc/uM7du3cZGR6hpaXlkfvCAMsrK9x4fxqn4jAyOkJ31yFC7WF7L9jA+nKdb1IcJxqrIWNZ5qZmeecn7+L3+YlEwnz7t77ZoLUr6DoCloQQzcEtr4NxUHr/Ot54Is7ly1dYXFxgfHycV155ha6uLvoHBvD5fPvkSbiMjY1RyG4QTyR46uxZwpHI4W7OCmAqeUwli/LFDv56cfzt5EkYU0+GEQDLaznefN/Lk2jNtPLdbzUgT2I7GFghdcNCiEczxrDFJvYB566Wpenv66Ozo8Mbfjo2xsz0DENDg7S2ZvbNk1hb3+DG2E2KxQL9A/309fYeGGp/7wYh62alRLOZWPZ2JlKdl7EsHH+Yl6dXCYRDJOPxxvTkKKTGTghxoDVTpoQhcMADLBqJcuH8eVZWVxgbG+e1116nvb2docFBAoEAs7cmmHrnGqFYhAtf+jRzY1MAGNdlcnKS1ewm4XCYK5cvEz8g1H5HEM0aZdYo0cbhzmrF8XbvzKD+5+vC8iavvzuNt3ZN8yu/+PkG9eQgg4yOOEn7OKLc0jpwcKGP90WQbm0llUozMzvD5OQkCwsLdHR28RffexuAr33xaYJBrygnn8uzvLLM3Fwbly6cobun53DfZ4f2Y9ySF2Ak4btNQSnb+2VeZ5r6Bzdv88d/9hMqjoPPZ/GLP//JBjxswOBuN6rKZqkQ4tHKlCiYwoFNKjt8Ph8jIyN0bTerXHv/GlOhSd76wTsAfObnPkUgGAC8UPvV1VXefecdOns6uXr1CtHo4ULtd9j42GQTY0x1z2VxfNk+UPUv5q7dnuX3X3gNxxhsS/Mbn32Woc5MA27QgC1F3UKI/bnlDcAcevMn2ZLkytWrLMzPMz4xwcuvvEx7Wzt/9aN3gb1r12KhyNLyEnfutnL+7Cn6+vsPfwgJXvGRcXBLG1ihjqrfmziG/H4v2LZSqesy1xYX+f3336diDD6t+c7oaP3Bu+Ddl22D73CfR4UQTcqpwPLMgU0qOyzLYnBgkK7OLiYmJrhx8wYTU1P8YGIBA/zC0+cJ+r3fO8YY1tbWeOvNt+hsbeHy5cskEvsH6H9IMAzri14zjV8OI5uC3Zjn1s7atWJcfNpq3NrVccAXqP86Qogn28wM5PMQCh3qy+PxOJcuXWJpaWm3WSXd1sZfrawA8AsnThDcDq4vlUosLS0xUalwZmCAwcHBw4fag1esaIx3j6I5KI1SGuPWt3bdOXd1XBefz+YbX322IeeuGO/cVWk5dxVC7MMYbzCL/3DPVq01vb29dHR0MDk1ycTEBDMzM/T09fEnL78H3Fu/Ggzr6+usra2R703xzKULpFPp6u4vEIbcBmTXIJaq8s2J42gnHLDes/bxa+P8zR/+Ha7jYtkWP/9rX6NnqP4BCS4GSxpAhRAHyJscFcqEONzzNRIOc/78eVZXVxkbG+P1198g1dLCa3/7BrC3rqlcrrC8vMzNm7cYPjHE8MgI/mrPqwxk3Zw0gTYRCy90uR73nq0OPr+PT3/9Uw0JLzLGGxwj4fZCiIM4haVD9xcopejs8oaf3tkZfjo7S3d3L3/xt94gtt26JgNbm1usrK6wvt7N1csXaGtrqyqURukAbnnDq2sKNqAmRRx5NhplvDViPSF8d6/d5Kd/+Gfe2tXn4/lf+Sbdo0N135+DIaAsCQgUQuxvfREKOUgcrt4jGAxy5vQZerp7GBsb46233iKWSPB3t7yz0fvrmipOhZXlFT64do2h3m5GT4wSDFRZm2T5vKHnomlYWF5faR3uX7v6Az4++fPPNyx4F+UFBAshxH6c4trhv1hBpq2NdOve4aedXd38+d+9Cexdu+ayOZZXllla7ODyxXN0dXVVt3a1Arglb+2qJXy3OSjby2toWJ6Ei89n8Utf/1Tj6prQEhAohNiXN/S0dOg8Cb/fz4kTJ7zhp+PjvPfe+0TCEd76gZfVdP+5q+O6rK6s8t6779LT38358+cIhw/X+7PDVjabbEieRDPxBbwh8nW6lyfh4rMa2JMD3p6KEELsY9WUvGeXPvjZpZQinUqTakkxOzvLxOQki4uLdLZ3cO3Pvw/A1Z/7Iv7toaaFfJ6l5WVaZmc5dfE8vT09VeVJ+NGUcFk1ZdqU9Ls2BWWDsjDGrWtuzG5Pzvba9Rd/7vmG9uSgJN71KJP/6xxRprxRdZCo0oru7m7a29q5fXuKP/qzH3FrYp5nrp7j5HAvpVKJ+bk55heWCIVCXL50me7utqrvTSkFSuFWclW/VhxPyo6grADGKaGs2j5kvH99iv/6Fy/gui5aac6d6kVbijvTC7tf09mexrZrOFB0SihfFGUdrvBcCNGcipRwqOCnujDRcCjEuXPnWFtb44/+r//Kreu3OHF+lI5+L8Qvm8sxPT2N67oMDAxy5vzpmjY7bWzKpkSFMr4q71EcU7EW7k0CrW1J997UNH/wwuu4xqCV5nJfG7alub1wb2J7VzqJbVX5fN2ZoCYNyUKIA7jlbNWvUUrR3tFBaybD3bt3+YP/9n1ujM3y9JUznBjqoVKpsLi4wOzcAoFAgEuXLtHbU/v0RSNr1+YRi0E6DXNzUGNY7nsLC/zBtWvbz1bFxWQSDdxeX9/9mq5YDLuWYp2tLYhEoK36vRghRBPJbXrBtsFIVS8LBAKcOnWK7p5u/s8/+x43J6Y4O9BNT8ords3n80zPTFOpVOjtfZpLZ05VdQi5yxf0wotyGxK+2yyiLV6xtetAjSF8D65dL/W3N2btCmAcSMqzVQhxgJUVb/+tij04pRSZTIZ0Os3MzAy/9+qrvLe+ztMDA4y2tOA4DsvLy8wsLuLz+bhw4QKD7e213Z9tw8LCwV8nnghKabS/hUqu9sbf+89dlVJcONOP1o05dzVuCaX9KFuapoQQ+6iUIL8J/uoGYfh8PkZHRunu6mZsfIz/+JffZ3xli+cvnOZUbyebW5vcuXOH1Y0t4vE4Vy5fId1S5dAY8NarWyve2lXOuppCkBDaWLjKwaqxHPLWe2P87R/9HcZ1UVozfH4Yy7aYvT27+zWZrkx1gxa2OcYhqqob3iuEaD4lShhAH3Lo6Y6WlhauXr3K3Pw8f/K7f8r4++OcvXKG3pFeb5j42iozMzNYlsXZM2cYHK0tPMZSFnnk3LWZRIixYdarCuO4355nq1KcvHwCrVVjnq1UsLAIStOUEOIAbnkdZVVXj2vZFgODg3R2djExMc5/+eO/YeL2Es89fZ6TI73kc3lmZqZZWl4lGo1y+fJl2tqrHBoDoH3glqWuqYnElU1QWRRwCNe4dr3z3nV+9kd/4fXkaE33hVNoS7N4+95+c6qrHauG52sRl35k6KkQ4gC5TW9/uMohyfF4nEuXL7G0uMTv/NUPeH9qlssnBhnqSHsD2TbWmZ6eQSvNiVMnOTU0gKplMeILwMZS9a8Tx1ZERVl0Fxq2dj115RTK0g1Zu7rGRRlFEFm7CiH2Z8rr3hqxCrvDT9u94ad/9Kff59bkIs9u50kUi0Vm52ZZWFwmHA5z+fJlumoIZlPKAoysXZuI9kVR2u/VD1W5p7JjT56EVl6ehGpQXZNTwgqkUVr6r4UQj1YyRSqmQqjKc6RIJML58+dZWV3lj/+vP+bmBzc5dfEknYNdGANbW1vMTE9jDAyPDHPqzKmaogFsLIqmgIsrg5ybRTwNdQ49fbAn58pAV4PzJFrquj8hxJNv3ZSrHuColKKrq4u29jZu377DT37/T1i4McGZZ67QdXKYcrnM/MICS/PzBINBLl2+SHtPT9X3ppRCuYqsqVT9WnE8KTuMsoMYpwCHHHT/oD09OXo7C1HrBvXkFFF2EGVXN6RBfLwkfPeIMm7FS6+uge2zibe0ki1o4vEona1+XnjhJ7jGkM/nybRmiEQiBEJ1FkbUObVKHB9K22h/ikr2DhCv6RpjE14w5Y433p1kdrFAMHRv0+L/8Y+/TTJRfbOJcYrYsUGZ7COE2Jcx7nbGaW2/K0zFUFgt0NXTxdCFIV555RVs22Z2dha/3086naKrq7Pm6ysUBoNb59RlcYwkWsH2Q7lUdXPyjpszC7jm3obrz27d4XbO2fM1//pbXyIZrXJRVimB7fPuUQgh9mMqNQeIW5ZFJJYkW9C0tCTobg/z4oveJtXm5hbpVJpoLEaoyumfH7pF4xz8ReLJoBSMjsKtWzVf4ubKyu6z1QCvra4yde0a0ei9teq/fu45ksEaimE3N+H8eQhIo4oQYh+usz2go7YimqIDS46ir6ebp/rbefXVV/H7/UxPT2Npi7auNvp6e2sL3gXQ2tsXduX52jQSrRAIQzEHodpC+B5cu740dpfZ0gt7vqamtavrAgoSDZrWLYR4clVqL6LRWhNMpdiIx2lVisFKhRdffBFjDGtraySTSRKJBLFYHUGlWkOhUPvrxbFjBTNUtqZqfv39567GGN54d4LxO6skEvfOcWs9d8UpekNPpdBHCLEfp+J9HrerawLdEQ6H6ewdYPWla/htizaKvPjii5TKJQA6OzsJBAJY9axdXRccWbs2i7AK4VM+ylRqDt+9fes2ZqeuycAHr10nv1TYcwTym//qN4knq/vcZ4wBZQjr6gYtCSGaj4tba04MSimCdoDKZoVMWyudox387Gc/wxhYXl4hFouRTCZJtiRrvj+FwkWerc0koiOYOnpA73+2GmO49uoHTL43RSp1r3GzlmcrQJkKPnyEkLWrEOLRjDHbZ5q1PWEDwQCt7V1s5SEUCpBJWrz4wgtUHIdKpUJHewfBUBDbV9saxKs1VlLX1ETi+Agrm4Jxan6Czd6auK8nx3D79Xf5/sLanrDdr/+rf0wkWf0wI8cYMlpqmoQQB3C2z11rqBtWKJQ/yLry09nexul0lJd+9hIoWFxYJBKO0JJqIZNurS14F7y94Uppu/ZKegybQViFQHmf/Wrp5Xpw7frey+/zwWsf8G7m3d2vqX3tWsanbEJK1q5CiP0Zt4KqMU/C5/fRkm5jK6+JRcN0pH288OILuI5DsVikLdNGOBzGH6gnqFSB9Ls2DWUF0P4ETmERfLUNF31YnsT8cmnPz2HNdU1uGSskNcNCiP25GLyuwBrzHhworpXo7O6k/2w/L7/0EpZlMzc/TyAQJJVO0dHeXvOy8/48CQnfbRKJVtAWVMo119s92JPz05tTTG6W9nxNTT05pYI36F7yJIQQByjjUmNFL7Zl0xpLYG8ViSUT2D0ZXnjBy5PIZrO0tqaJRqKEgrXvoxkMTp1B5+L4UEpjBVopb47VfI29a1fDG+9OMr2QJxy+F+ZbVxZiuLvm/R7x8ZDw3SOrvl/m2WwBy7aIJ5K8+PodZmZnsG2brq5uLMv7j/L/8+//hPZMC//kt36hxtuTB04zsYKtVLYmG3Ox7Z0EU09l7h4Gyy+TVIQQ+zPbm6W1ltDktvKAwW/7eP/H11heXmZtbY329jZisThKwe/92/9Mur2VX/nnv1zHfYqmEd8JMMrWHL57P6VU456txbx3b/F0Y64nhHhymdoPIsFbu2pLE43F+ekbd5iZmUEpRXd3z+4kqLrWrngB/KKJ9PVRVxfofVSj167FohcOLIQQ+zHudgNIbS/fKhTBgLZ9/GDSW7cuLS2RTqfpSLWgUPyvf/p9Olri/Iuf/1wN30F599ewfT1x5EWTXuhuIVtz+O79lFKN2/wo5iAQkkIfIcTB3PrWhVulElprIokEPymXmRkfx3Vdenp68Pm8Isj/9eWX6YhG+RdPPVX9N1BKwgGbjPZ5Ibm1NoE+yHu+NuYBK0NPhRCH0oCaoa1CkWAwSCAY4G/G55mfnycRT5DJZHZ/B9W+flXe/cnatWnYykdYhdkwGwSpYXDaA+7fG673mejioo1FiNDBXyyEaHKmrqPX3FYepSAcCnPtJ9eZm5ulVCrR3d1DYLuhvd66JiNVTU0lRAhlvNBlXePAwPs1sq6pTJkWlcJqwH0JIZ5kO79z6qtr8vn9tLSk+fGrk8zMzBKJhOlo70Bp77p11TWp++9TPOm0UrQT4AM2G3K93bVrA36G3O31b4uqJ5BLCNEc6qsZ3ioUAUUgFObHd9eYn58nl8vR09NDMOjt6zWkrkk0jZAKY2NR2R7SUq9Grl0rlAmqEH7k+SqEOEj9eRK2zyaRbOGF124zMzuD3x+gq6sTrRuQJ4GRnpwmYwUzOLmZhlxrZ6hCI56v3jUM2p+s+1pCiCed2V691rZ+3cmTCPj8XPvJBywuLrKxsUFnZyfRqDd4ub5zV4XBRfaGm0g8vZ0nka85fPd+je3JyUIgAjHJkxBC7K+eZytAYSuLZVkkY3HmfvIGMzMzWJZFd3c3luXVfvzFv/33JNszfPWf/1bV1/fGxsiztZnoQAo2bjbkWrt1wo06XzAuOiDP1qNOwnePKmXRqE+7gWCAYDCI3+ffDd5tCEnWbiranwSlvSl6uvpfHd/42vN842vPA1Aul3nxhRc4e/YcrZn6ghGMUwJly2apEOJAWmm8DckGXEsrYrEY2WyWUCjUkKHYBoNCoetYcIpjJhCCdCdM34JYqqZLfPsTl/n2Jy4DMD4+zsLiAs89+1z995bbgM5BCEbqv5YQ4smmrYZtJPn9fsLhMMawG7zbCEpLw11T6emBQACyWYhU/xz79qlTfPvUqd0///CHP2RkZITu7u767qtc9gK1enrqu44Q4smnbe/3RQOer0opotEo6+vrhMKhug44dxkXtPY+A4jmoC1o74cPXoZkW02XuH/tenf6LuNj43zmM5+p/95ymxBLQkwGswkhDmA37kjc5/MRjUYpFou7wbt1c10I1h8SJ44PHUiirCDGyaPs6ie033/uCvCzn/2MjvZ2BgYH67ovr1nKYAVq268WQjQRy2rc2hVv7bqyvEI4Em5M+LdxvZomS8rimklcJVh1V7xz9xp+jr7wrc/zhW99HoCFxUXef+99PvWpT2LX+VmySBG/8hNW1T/zhRDNRaHryS/aw7YtotEYm5ubu8G79TNopGa4mYRVBL/yU6RUU4j8/c9WgNdff4NIJMzJkyfrui9jDI5xiOt4XdcRQjz5lNLe2tBUGnAxCIfD+P0+IuHIbvBu3YxBSZB4U2nXQd5zNmoe9vLMt77GM9/6GgDr6+u88cYbPP3M00TC9dX6ZqkQQpOS8F0hxEG0TaP6XS3LIhaLUSqVCAQDDbkmxgXLR0MafMSxECREQAUpmVJN4bsPrl3fffddjDGcP3++7nsrmwptKiFDT4UQB1NWwwafBUNBAoEAoVB4N3i3fkrWrk1GB1oAhTFOTf+3v7+uqZAv8NJLP+PixUskW5L13ZhbRGm/5EkIIQ6ktv/fTm5DPXbyJPL5PMFQY+p8d+5Lydlr8wjHIZGBpWmI1HbGeX9Pzo2bN9hY3+Cpp56q/95yWzB4FnyyNyyE2J+Nali4rbduDWFZ1m7wbr0MYElWU1PR/iRKWRi3jNLV7w3fv3Z1HZcf//hHnD59mrb29rruy7hllNJof6Ku64iPnnQZHFHKDoHr1Pz6lmSML3/u3gflGzduEPD7uT23SaFQBOD5Z87Rmq7+P9KdyVC1/NIRx5cV7kD7k5jyJipQX5iB3g5ubsS0O7e8jhVMo0OZuq8lhHiy2dhopXFxsKh+AZZIxfnkV+41s2dzOa5/cJ3CSgHjeovEK5+6TEtrbb8jXVw0Gks+njWXoQtw+wNwKnU3AGutd38W6+JUwCnD0MX6ryWEeOJpK0g9hbQPrl0nJiZwKhVmlwt1r113KC0HP01ldBSGh2FszPv/10lrjes2YFL77KwXvNuAglwhxBPOH/AmGVfKNb08FYvwtatnd/9cKpV512+Yr9wrzPn02VEyiVht9+eUvbWLXwICm0rfabj5GpSK3s9oHbTSuMatv5jNuN6U7cuflzBoIcTBahjMcb9UKMTXRkZ2/3wnGGRjfZ0l2yZf8YIbPt3XR6bW71OpQKzGZ7M4lpQvgRXuorI1CTWE7z5Ia43bgABMU9lC2RGssAyOEUIcwPaBHYByoeZL3L9+NQbe0BX6+vt4b2aZfMlbE9e8fq2UvYAFX4MCG8SxkNJp7rp3KFPGT33nAjvNyPXuDRtjKJoivbofW0mdnRBif/Z2vVCtQWwP1jXNLSywMDdHab1CMe89s+upa3Jw6/79Ko4Xv/LTqjJMu3cIqerDdx+ktWrIuWuZEj7lo0Wn676WEOLJp6wgrpOr+fUP1jW9/baftkyGm1NLDejJcbxwYKlrair9KkwUm00qxGsICLzfztq1EXXDa6bMWZ0gIWtXIcRB/AHv+VVj78ODdU3LKytMTU6xYfsolLfPXeuqa6pAUIZgNRNLWWRUGxPuGGHqH/CntaZcrq1u734VU0ajSevWuq8lhHjyaTuEk29cnsS1axFi0SgT02sNy5NA8iSaih3uQvtiXp5EnUG3OwOMGrE3bEob6HAnWoaKCyEOYKudPAm3puGiD567bmxucuvmLYprJdyK98yuN0/CxpbBp81EKRi+CLPj4LpQ55CEnZ6culXKgIEB6XcVQhwsjIVrqHmweDSV5PJXPrf751tjt1BaU7i7QGm7run0p54h3lpjLYgCv5JnazOxQu2oQAtuaQMrWF8N0b2a4frPXd3yBjqQwgp11H0t8dGSdLcjypu6VPt/jPFYmGeunNr9c9AqYvt8zK/c2N0sPX9mkNZUDQFGpgLKRvtqm6ghjiel/dixIUpLr2BMsq7DyEY9cIxxwa3gi4/I5DwhxIECBPHjp0wFXw3NINF4lAvPXdj989bWFkVd5NbLY5QLJQBOXDhR82ZphTJJlcKS32fNpecEJFphcwWSbXVdSjWoSYXNVYi3Qu/J+q8lhHjiqe11Ya1NoA+uXeMhQ6FQYOW1qbrXrt6wDyVr12ZjWfC5z8F774HjeH+ug1Jqu2isDsbA2hp8/esQlsJuIcQBAmGIpWBlDqLJql8eD4d47tTw7p9L5RLuyhwr02tUtv/dxcEeWmttUinmvPsKy/O1qXQNQ6oL1hagtbuuS2mtvaOPOg7cAciuez+Hfafruh8hRJPo6PAKFctl8FXfDBIPBHiu514YaaZYZEkpfmrMbvjuxY4OWmv5vG+M90+PhJ02E6UUvtgQztYkxq2gdJ2D2VRj9oZNOYsveRbtqy+wWgjRBLQFrV0w8S7UODftwfVrceEOJwZ7uLW4sRu+W/P6tZiDQAji0nTXTKLESKokK2al/vDd7fOOesPty5SxlU3GkoHiQoiDhVQICwsHZzeItxoP1jWl7t4lNBFg6vXbu+G79dQ1GWOIaBkc02xadYZZd4ayKeOrM4xPKdWQwTF5U6BVZ4gga1chxMF0MINTmKv59Q/WNbnFVTo6O7k9u15/XZNTROmA1DU1maTyM6givOeuE6/32boTYFRnyELJuFgoRnW0rusIIZpELO3VNhVzNdUOPbgvvLAQI1LK8tpKcTd8t666plIeMnLu2mxadYZp9y4lSgSobyif0rohAQs58sR0nLiq8RBFCNFUdCANG2M1v/7BtattskSjUWYWs/XnSbgllPaj/bJ2bSbKCnp5EitvYHyJ+vIktsOvTJ1rV2McjHHwxYZREqglhDhAkBA2Pq9mowHnrmvr61R8FcZfnaC4Hb5bz7lrmTItqmX3d6RoEn2nIJaErRUvw6EOWuuGDGVjY8nLtugeqf9aQognXov2Y4ypOU8iHI9x4rkru38uRv1gDFMLa7vhuwMXzhBvrb7ut2JctFEkZah4U1HaxhcfobjwU4xx61srqu26pjp7cowx4BTxpUfq7hESHz35NH5EaX8ClPYmWjeA0hrTiDA2tgt9rADaJ4c/zcYX7UdZYUwlW9d1dj5E1f3AKW+ifVGsSG9d1xFCNAetNFEVo0L9U4jhXpB43WFs2xzjEFVSuNh0AmFvWlluHeo8RGzIpDJjILfm3VNQmlSEEAfTvjhK+8Bt3PO1EQ13gFfoY/m99bVoLleveuFac7U3UO3QWtcfYLS8DMkkPPNM3fcjhGgCSkGmF0qFhlzuXtFig56vxbx3f3UUUopjyLJh9LLXpOTWd2ax2wRaz/PVGNhc9oJ34/VNJhVCNImuLojFYGurIZdryDphR7EIgQB0djbmeuLYsMJd25O21+u+ViNqAYxTAO3DFxuo+36EEE0i3QVu5eCvOyRvb7hRz9ccpDrAV1+TvThelFK06Q4MBqfOeju1UwtQ5/M1T56kShJFwiqFEAcL3dcE2giNCouB7f1l5QUEi+YSVwniOkGOXN3X0g1YuzrGAQVtur2uwAchRPOw/EkwjTsrbWRPDk4R5YugbBni3GxO6BgWikKda9edWoB6zytWKNGmg/TIZz0hxGFEEhCJe/VDDbDTk0MjHtU7z/tkewMuJo6TEGFaVIq8qf/nUitVdziga1xcXNp1h4RpCSEOxRvKUv/vn93rNbAnxzhFkDyJpmRH+1FWEOPU93zd+bxX73mFKW2g/QnsiAxaEEIczFY2ERVpXJ7E9plUo/aZjTFElNSRNJ1wHAbPw9bavT2MGildfzggrguFLIxcBn+wvmsJIZpCC35so6g0ZDO3sWvXAi5BpWmpc/ClOH7sSB/KjmAq9feKKa3rHxxT2ULZEexIX933Iz56Eo98RHkBRgEv6LYBBTU7TaD/8p98u+5rGbeI5U+BJU0qzUb7E9ixIcpr72DsEEpZtV1I1f/AMW4FU8niS19FS9GZEOKQoirKgjsHDai932m4++V/9h1aWmqbTrbDa1JRhJWEnTal4Utw83VYnYdU7SEbDZlUtjrvTaQfvljfdYQQTUP742AFMU4BZdU/EWynSaUha1engLJCKJ+E2zedRAK++EX4j/8RWlu9IKsa1R2qVanA9DR8/evQ3V37dYQQzSXZxnYXaN0htztFi//sy8/T3t6A5hLjQos0qTSl/rNw/RVYnvECmGu02wRqXCxq3F/eXIFgFE48VfN9CCGaTDoNqZQ3GKPOvVy4t07415/8ZP33trnpBQN3ddV/LXGsKG3jT5ymMP/C7vDbWtVbfGaMwS2uYMeG0cFMzdcRQjSZeNpbs7ou6Pqbx7Xafr5++0v131ulBK2yF9eMWlSKhEqy4a4TJ15zKN+9JtDa94aLpohG0am7JRxQCHEo1nYT6LpZBeoPPtNaY4zhN//Vb9Y9S61MGRubkJI6zWajlKJLd7NRWadECb+qvSZAaY3r1B4yaIxh02zSoltIqvr3d4QQzUH746AsMBVoQLNlQ3tynCJ2bFDWC02oW4Xo1xHG3C16CNW9dq2nbjhvHBwMF3QCW8IBhRCHoTW09sDKqw253M4A53/59c8RqKPOE/D2hW2fDHFuQkopOnUXK2aZgikQVLWHBjViEO8mm8RUnLRqres6Qojmof1xrxfHLYFVf/BZQ3ty3CJ2uAulJY6k2ehACjs6QHn9A4wVRNW4Ztz5vFfP89W4ZYxTwJ+6UFd9lRCiucRUjGV3qSF5Ejv7cN/9F79MPFZfaK4MPW1yI1dg7C1YX9zuG6uNVg0Ycr8y693D4Pn6riOEaBpJ5SOoLAo4+GhEzbAXJP71/+c/qftaBRziykdUojSbjvZF8cVHKa28ibEiKF1jryoN6MlxHUx5E3/qElqyTY4FOR0/opQdQQdSUM425Ho7D5x6GWPAKWKFO6XQp0n5U+fRwTZMYaWu69RzGOk1gC5hhbvwJ8/UdR9CiOYSVTE0FhVTqftauw13DZimUqSIDx9RJR+gm1I8DZc+D+VCXVPgdyaVmVqnBRXzUMrBpc9BQgIWhBCHo7QPO9SOcXINuV4jihZ3mEp+e+1a+0aZOMZ+7ufgwgW4dauuaaBKqfom046Pw8gIfOc7dQdoCiGaSLoLAmHIN2LiYv1Fi7sKWfAFvPsTzSccg8tfAAzkNmu+TN0BRpWSN+377CehrfYQYCFEk1EKLl6EtbW61gf3LlfnOuF+S0swOuoF8IqmY8eHsWMDuMXlun6m6q0FMKVVtC9BIH255mYZIUQTau2GUByyaw25XEOGTAKUi6AtLwBCNB1b2QzoQSxlUaRQ83X09l5urbUArnHJmSwdqosWlar5PoQQzSepWqjgNGTNufu7rAF7w0UKRFSEIPUHP4jjJ61aadcdZM1WXU2cO4HQtSqQx6d8DFhDWFIDIIQ4JO1vQftimHL9566wvQ/XgOe0MV4YuSWDsJqSpRSfsNLElI8VSjVfp95aAGMMi6bICRXlpJIzCiFEFdr7veHdbu3DNXbc68lpQF3T1hpEUzJUvEnFVYIu1U2ePK6p/WdTaY1bx1mFN5RN068H8DVg+IMQojkoXwztT+I2au3aoJ4cYwy4ZaxQZwPuShw3Sin8qYvoQAq3WHuehN6uQzI1ft4zxuAWlrEiPfgSp2q+DyFE84mqGFppnDrWBzvU7hCs+p+vBQoECBCV/bjmlOqAC5+F/CaUijVfpu7Pe4UsOGWvPygmQ0+FEIcTwqJdBdmk/qwm2KkZbszaNWcc+ghLFmKT8recxQq1Y4pLdV2n7p6c4hJWqB1/y9m67kN8fKRz6ohSSuGLj2BMZbe4ph4Ne+A4eZQVwo4O1H0tcTxpO0wgfRmjFG6l9nDoeorPTGULpQNeA6jlr/kehBDNJ64SxHSMPPUHBDaySaVgCqRUmpAK130tcUwNX4KBc7A87RWj1WCn+KymRhXjet974Jw3OU0IIapgx4ZQaIxbrvtaDWtScYqgbFm7NrNQCH7t17wAq/n5mi9T12Hk6qr3v9/9LrTIQaQQogqpDugaho36DnwAFMob1NGIJpWNJegYkACjZtZ3BkafgrW5mpuodppAawrVMgaW7kL3CJz5RE3fXwjRxJ59FiIR2Kw9QHxHwwbHFIve77ZPf7r+a4ljSSmLQOqyFwBSWqv5OvXUAhiniHFL+FMX0P5EzfcghGhCkQQMnIWt1YZcbmfIZN02liHVCZ1D9V9LHEsJnaRb95CnUHMTVb2DY7bYIq4T9Fp9UtAthKhKWqcJ4KdI7Y12O+7VkNT3fHWNi4NDm+7YbZIXzUUpRZ/VT1TH2KL2AJB6mlQc41CkRI/uJabiNd+DEKL5KMuPHRvGVPKNCbdvVIBReRPti2FH5Ny1WbWqAE9bLeRxKda7dq3x894iJVqUj+es9G5NvBBCHErPSYinYbP2ELYdO+vMup+vxnjBNcOXwC+DY5qRUooeq5ekSrJptmr+7FfP5z3XuOTI0SlD2YQQVVLKwhcfAbdc934uNLAnp5JF2WHsaF/d1xLHk/ZF8acuoYyLqeRru4jaCbevsa6pvI6ygwTSV1Daru0ehBBNKalaiKhoY/Ik6qwhuV/RFGhVGQIqUPe1xDF18mnoPQ3Ld739jBoorWofcu+6sDwDwxdh8EJt1xBCNCWlFKd0DANUGrB2rWedcL88DkGlGbaidV9LHE/KCuJPXwFl1zXYqJ6eHLe8BcrGn76CsuSM4riQSsgjzI70oP0JTLn+JtBGPXBMeQM73IX2J+u+lji+rHAPvvhJTGndC7WqQa2HkW4lj6lk8SXPYIU6avreQojmpZWmXXfg4NYdPKQbNKmsYiooFG1aJmw3NcuGK1+Clg5YmKppw7Tm4jNjYP42JNu8e7DkIFIIUR0r1OlNMy6t132tRjWpuOUNrFAGKyTP16Z28iR84xuwvHwvCLdKNf9Mbm3BnTvwpS/B00/X9L2FEE1MKa+QAaBSqvtyWjXg+epUwHFg+DJoOVZoWkrBpc9BWz/MT3qFN1WqufjMGFiahnACrn5ZmqWEENUbGYEzZ2Bmpu5L7awT6g5rmJ2F3l64eLHuexLHlw4k8acugVvGrbEuoNZaAOOWcYvL+KJD2PHhmr63EKLJDZ4H2w/FxjSq1D04xnW9exm9Arav7nsSx1e37iWlUmyYjZp+rlQdtQBZs4VG068H8UuzlBCiSiEVJqVaKZgam9jvoxrUBFqkQJAQaZWu+57E8RVQQfr1IBpFzmRruoa3n1L9XoprHDbMBimVokt31/S9hRDNzY72oewQxql/7arqaLjbYYzBVHLY8SFpvGtyZ1ScERVlzhQo17B2rSewcs2UcIzLs1aapPJX/XohRJMLRbxwlux6zSExO+715NR57prbgFAU+s/Udx1xrNnKx4Aewqd8ZGscHqOVqin40jUu62adpErKUDYhRE2sSA/aF8XUERKzo3GDY7awI/1oX6zua4njy472Y8dHcUurGKe2mnavFqCGveFKFuMU8bdcwAq21vS9hRDNy1IW7aqDMpW6a313BlfVG25fNmUsZdGqM3VdRxxztg+e+rI32GjxTm15Ejt17FT5WuN6GRat3XD5i9IbJoSoWr+KkFJ+1ijXfa1a1wkPWqVMjwrTjtRqNjMr1IkveRpT3qx5eEzNPTlOAVPexJc8jRXqrOl7i8dDPgkdYcoKYMeGMOVs3dPKGjGpzDhFFAo7NiQHQE1OKUWg9Qq+xAnc4nJNAby1FJ+5lTymtIYvcQZ/6nzV31MIIQBSqpUgQfLU16iiGjRlO0eOmI6RUMm6riOeAIkMfOrbEGnZDuCt7mdLae/zWVXFZ8bAwm2IxOFT3/ECeIUQokpKW9g7k7bdSp3XakCTilsB18EXG9l9Xosm9s1vwi/8AkxP1xTAq5Sq/pB9awvGxuDzn4ff+A0vqFAIIarVNQqpDlhdqPtSdU013rG2AMkM9Jyo+37EMRfeXj+mOmsK4N1tAq1mzWuMN13b9sHz34S2vqq+pxBCAN7n8s98xguTz9e7N9yAz/iVCqyve/cUlICFZmfHR/GlLmIquZqmbddSC2DcMm5+ETvaT6DtWZSyqv6+QghBWx+09zdk7dqQwTGbyxBNQu+puu9HHG+2shm1TpLQCTbMetUBvLU2TmVNFhfDkDVCSktIpRCiNhndhsaibOprVGlEE6gxhoIp0qoyEiguSKtWBq1hKsYhZ6oPsKylScU1Dutmg6RuYdQ6iaVkoLgQonran8QOd2NKGw0JWai7J6eSRVkh7Eh/XdcRx5+tNJ+3MgzpKDM1BPDunFVUWwuwbsrkcPiEleaUkhAtIUSNBs9BMOIF8NZhp/+hrr1hY2Bj0atpSkqAUbNL6CTD1iig2DJbVX/+UzUMjnGNy4bZIKZjjFon8UmwvRCiBtqOYEUHMJXqf3c9qCE9OU4BlIUdG6jrOuL4U0oTyDyFHRvGLS7VFMCrlap+b7iSxZQ38becx5c8XfX3FEIIgLRuJUCg/jyJOgY43y9HjrhKEFeJuq4jngCpTnj+2xAMw9LdqgN4d3pyqvrc6LowP+WF/n7qFyGWqup7CiEEgF9pTqkYORycRpy71vlsLW2frZ3UMclCbHJKKfypS/gSp3BLa96+RpVq6slxCrjFVXyJU/hTl+Tn8JiRFJojzhc/gQ6mcYvLdV1H17lZaozBLS5jRfuxIt113Yt4MihtE2h9djuAdwW3kq3q9dU8cIwxuOVNTHkdX/Isgdar0gAqhKiZX/npsXopU6Ziag8IVA1oUimZIhjo1f27G12iybUPwKe/421azk2Cc/if0Z3J74duHnUqMD8B0YT3PTsGqr5dIYTY4YsNYYXaMPWuXetsUvHWrktY4U7smDSpCMCy4Dd/0wvgnZmBubmqDiSrnvy+sgLj4/CFL8Bv/7aEaAkhaufzw/nPgHGgUN2+24O8SaB1HEYWc1AuwvlPQyBU172IJ0SqAz79S5DuhLlxqBy+mLbqwTGuA4u3vf8mnv8W9EkRrRCiDk8/DVeuwK1bVRcq3m93H66eYp+xMThxAj73udqvIZ4YXrHPBfypi1DJeQU/Va5dq6kFME4Bt7CIHesn0PY8ypK1qxCiRlp7a0WfD7bW6rpU3YNjyiXIbsCZ5yHWUte9iCdDUIU4aZ0moZOsm/WqagOq/bxnjGHTbGK2g3fbVUdN9yyEEAAJlaRVZ2oKiLmfbkATaJYtwipMp9VV8zXEk0MpRYfqYsgexsFhy2xWt3ZVClPFWUXFlFk3G7ToFCetUwSUrF2FELVRSuFrOYuyQ5jyRl3XqrqG5AHGOJjyBnZ8BB2QxnYBYWXzJaudYR1hxhTIG+fQr1VKgVKHrgUwxrBkiuRMhU/oNJd1izSACiFql+qE0Ste6G0V/Q4PqmmA84M2lrxB0mc/6Q1kFU0vo9sYsU6gUGxS5dq1ys97jqmwbtaJ6RgnrdOEVaSWWxZCCAD8iVNoXwK3tFLXdervyXFxiyv4YgNYITnzEqC0n2DbJ3YDeN1KdcPZqgmENsbgljZ2g3f96Uso6bsWQtQoqIJ06R6KFHGq2Hd7UCNqhgumgIVFj+6TPTnh6R6BT/6iN9xofrKq/ZWqe3IqZe97JDJeH1Cmt/r7FUKIbad1nHYVZIHqw03vV+/gGGMM86bAgAozJHtyAlDaIpB52gvgLa7ilreqen21PTlueWs3eDeQeRqlJQvxuJHdhiNO+yJeqjVgKrVPVFH1FvqU1tC+OIH0ZQk9FbuU5SeQ+QS+lnNQyePmFzCH3Hg47GGkcSu4hQVwy/hTlwhknkJpu95bF0I0uQ7VRVq1eg1wNR4mKlVfuL1rXLImR4fuJKXSNV1DPKE6h+Cz34W2Pi8c95DNyrvFZ4f5mdxag7kJaO2Bz/4KdI3Ufr9CCAEoK4A/fQWUr+rNqPvV3aRS3kTpAIH0FZT213wd8YTx+eC3fgt+9VehWIRr16B0uJDAQ/9MVipw/boXvvvNb8I//acQkQ17IUSdBs/D8CVYmfGmDNdIqzqer8aF5RnvXkYu13wP4gnU2g2f/VXoOQELt71mpkPssVRVfJbbhNlxr8jnM78Mg+fqvWshRLPz++HXfg1SKZiervkydRfSrqx4g0J+5Vcgkaj5PsSTRSmNP3UJf+szgMLNz2Hc8uFee9hzV+PiFJYwpQ18iZME2z+NtsN13rkQoul1jcDJZ7w1QT0hC/UMjjEGlu5CzyicfrbmexBPnpAKc9I644VYskXWZA9VH6CqCKwsmzJrZg0/fkatk3TqLmmUEkLURStNvzVIWIXJUvu5q6pz7Vo2ZRxc+qwBQkrWDcKjlKJTdTNqncTGx5pZo2wOt3b1zl0Pfg4bY8iaLbJkyeg2TlqnCSoZDCiEqI8VbMWXPIep5A695/YwdTeBFpaxgm0EWi7IukHsiiqbL1vtnNVxViixYIqHCspSSnmhWod4vhaNwx2Tx0bzObuNq7oFLT+DQoh6KAUXPgeZPliu/9y15sFs5SLkNuDcZ7w6FiG2tel2TlinCBJizaxRMoesGT7k4BhjDDmTY5NNUjrNKesMERWt97aFEE1O++P40xdRbgXjFGu/Tp09OW5xFe1P4k9fltBTsUtZAYLtz+NLnsGUs7iFxUMPW/NqAQ6xN+xWcAvzYBz86av401ck00QIUbdu3U1KpaoeKnm/nX20WsPtXeOSJ0+n6iKpZKC4uE/vSS/jId0Fc5OQXT/Uyw5dx24MbK7AwhR0DMLnfgXa++u8aSFEs4som+d0CoViy9RbM1z74JhVykSVzSesVmxZu4ptSvsIZJ7Fn7oIThE3P49xD5eFeOieHNfBzc+DU8SfukAg8yxK++q9dfEYyG+OY8CO9nvToEqrh/6P+UH1PHCMU8Bs/8eu/cmariGeXErbBFqfJtj5OVSgBTc/j1s+ePPhoOIzY1zc0gZuYQErmCHY+QUJfxZCNMxOo0pQBcmRrf06WtV0GGmMYZNNYjpGr9UvRbTiwzK98JW/D5e+AMWst2la2n/6z6GKz0pFbzpZMQsXPwdf+QdeyK8QQjSAFerElzyFKW/U3Kii1PY6oYblq3FLmEoWX/IMVqitpu8vnmC2Db/8y/A//U9w6hR88AHMHBxmeWDxmTGwsADvvQe9vfA//A/wD/4BBIMNfgNCiKaktbcmaOn0GlVqLfbRuvYmleVZiLfClS+CTF8UD2ppgy/8Bjz9NXAcb8hLMbfvS3YHx+xXdFspeYG+W6tw5hPe2rV7tJF3LoRoZoOD8K1vweoqZGvbG64rfLdUgjt34ItfhCtXavr+4smllMLfcppQ15ewIr24hSXc4tqBzSoH1QIYY3ArWdz8HNqOEOj4NIG251FWoNFvQQjRjJSCC5/xzpsW79S+dq1ncMz6IoSicPXL4JPfbWKvoApy2jrLiDWKRrO+HbSwX13TYYaeusZhy2ySI0e77uCcfYGMlrMJIURjhFSIPmsAB/fQ4TAP2l271vBsdo3Lltkio9rIKPndJvZSStGm23effTmybJmtAwcpHNSkYoyhZEqsmTUsbEask5yyzhBQ8vlOCNEY/uRprEjPdjhM7eeuta5d3fIWKMsLL7KlpkTsFd4O4P2y1U4Ii7smx5apHPizqg/oyXGMYckUWaDIiI7yTbuLczohdetCiMYIReDKl7x6oq3Vmi6h9HaAUS3PV9eFpTteUM2pZ2r6/uLJltatnLMv0Kk7KZBn02zgmP17s3cGx+z3CC6bMuvGC0Qa1COcsc7J4CIhRMPYsWHs6CBuYfnQwaYPqmdwjFvJo0wFf+oS2her6RriyaW0n0DmOUKdn0H54ri5Wdzy1sFrV7V/D7aXJ7GOW1jECnUS6voSgdQFCX8WQjSEpWz69RC28pFn/z6HR1GHqCF5FGMMm2aDhErQY/XJvpz4sI4Br1/m/Kcgv+kF5Zb3H8RwqJ6cUt7LkygXvf2bL/09L+RXCCEaYFBFOKviLJsSlRrXrgetE/ZTMA5ZKjylU2SkpkQ8QGkLf/oKwa4voIOtuIV53PLGoc5dD+zJKW/gFubRgVaCnZ/Hn76Kkp7rY8t+3DcgDqaUxp++hFtaw8nPoUMdVW8Y1frAMU4Jt7iCL3ESOz5S9etFc1BKYUd60YFWSqvvUNkcw83PghVE++Io/eFfNY8qPjNuGbe0AW4RZUfxpy/jT56V5k8hRMNFVZR+a5BblRvkydVU7FBLuL0xhixb+PAxqIelQUA8WiAMV78CXcPwxve94CHXgVgKIgmvmfk+jyw+M8abdra54oV3tfV6AV5dIx+6hhBC1MMLiDmHU1zByd5GB9seuhbYz70mUHf3EOgwvAnHS9ixQfwtZ6r6nqLJnDkD/+bfwJ/9Gfzt33qhueEwdHVBKPShL1dKPXxDtViE2VnY2IBUygvv+va3IZn8yN+CEKLJxFrg6a/Cj/8AVucg1Vn1JVSNg2NYWwAFPPVlSGSqf71oDv6gN9ylcwje+DtveExlFqItEEl669D7PDKw0hivWGhj2fu5S3XChc/BwFlZuwohGu8rX4GxMfjBD+DEiYeuBfazU/xadUBDuewNArl8Gb7zHfn9Jh7JCrYS6vw85fUPKK9d8yZja9s7d33ImemjagGM63hDkpw8ygrhS5zCn7qI9kU/jrchhGgmwQg88/Pwg/8MS9PQ2l31c67mwTGbK16zwLO/4A23FOIhtNJ0qR4SKsmUM8mqWSFnsgQIECD4ofMIvXPu+sDnPWMMZcrkyWMwRFSEHt1LRrVXdaYhhBCHkVFtbKoNps1dlFH4lK+q12tVW4CRMYYNs0FcJxiwBuX3m3iksIpwyjrDgpnjrnOHDTZQRhEm/NCfV631QwNDXONSoEDRFPEpH226nX5rgLCKfBxvQwjRRJS2CbQ+RaG8hVtY8Oqaql27KlVbsH0lhylv4U9fwgp3V/160Ry0UpxWcTpVkJecFSZMlhVTIopNAh/WQ35eHxVuXzAOq5SoYEji5zkrzVkVx5bPdkKIRus5Aec+CW9+H7QN4epC+u6vGa6KMV4YTbIDnvoa+PzVvV40jaAKMmqdImlS3HFvs2k2UUYRIoQP34c+D6rtn0lj3D3928aY7bVrAUvZpHWaPmuQmJJgSiFEYyml8bdewS1v4OTn0aH26vMkahwcY5wiprSGL3kGOzZY9etFc1BKYUcH0MEMpZW3qWxO4uZnUVYI5Ys9Mk/iYYHQxinhljfALaN9UXytV/EnT6O0fLYTQjRWXMfpMwNMuLcomDxBVW3NsFdHUm24vTGGTTYJqCCDerjq817RREJRr/atexTe/J5Xf2eMlycRjn+oDu/RPTnuvTwJywcdg3D5i9Apn+2EEI2llOIZK8UKJabcHN2EHnqOtZ+DBkw+Ssm4zFPgjIpzTserfr1oDkop7HAXViBFafVdyhu3trMQA9tZiA+pa3pkT07ZW7s6RZQdwZ+6iL/lHMqSgbvHnYTvHhPajhBs/xSFuR9tb5i2odThU69rmVRmnCJucRlfbJhA5pmqvp9oTtoOEcw8g5s8TWXrNuWNW5jisncIriyU5UfpACiNrQ2KCqaSx7hFjFME46KUhRVIYcdHvEBfaf4UQnyE2lUHFavCpDuOMTnCVQbwKlXdYaQxhi220GhGrFFadKraWxbNRikvJLd9AOYmYPxtuPMBzI17f+8LQjAMdgBdKeEzDqaYBcpQzHvNxgDBKIxegaELXiCSJcsAIcRHQ1kBgu3PU5hzcHLTVQfw7jS0G9fAIWuEjFvCzS9hRXsJZD4hhRbiYOEwfPe78IUvwKuveoFbExNQqYBlQSwG0SjYNr5yGTefh/V12NqCzU0vMMu2oacHfumX4OmnoaPjcb8rIcSTrO+0V0jx0z+B5VlIdVQVYqSVrr5JZXUenLIXnjR0scobFk2prQ++/Pdh/jZMvgOT78P8hPd3voA3YMYXQDkOPuN4a9atNSjmoFQAjPc1g+e8n7muEWmOEkJ8dPx++Mf/GEolePFFGBmByOEDXR5ZtLifUgmuXYNz5+C/++8gkaj2rkWTUdrG33IOOzaMk71DeXMMJ78IpuI1Vmk/WAHvbFUbNBWMU/CaoZwiGAeURvti+JJnsaN9aH+y6kARIYQ4tI4B+OS34Sd/AEt3obWnqrVrTYNjNpa9IR6XvwSnnq3utaIpRVSU09ZZtthk0VlgySyywQa4BktZ2PiwsVGA9mkcKhRNkQplKqaCUWBhkVIp2nQHLSqFreTcVQjx0dBKM2gN4zgOc2aWqIngU4ffL9sNi6ni+eoalw2zQURHOWGdqrrxVDQfrTQdqotWlWHFrLDgzrFu1tkyW9uh0TY2PjQatMFYhrIpU6FCmfJ2bTEECdKn+2m12ogSlbWrEOIjYwVSBNs/SWHux9sBvJmqQoxqaQJ1y1lMeQNfyzn8qYvyO04cKKn8fMVqZ4kSY+4WH7ibzJLHuGArTRBNAMsrrfNZFJVhy1Qo4FDAxWDwGU2XDnFKxxlUEULSCyaE+KgoBZe+AOUSvPuCF/ISOfw56M7Al6r2hl3XC96NpeBTv+jVUQmxD6UUbaqdtEqzalZZcOdYM2vkyIKrsJWNb2ftahmUT1E0JTCGCmUc44IyBAjSrXtp1RniKiGf64QQHxntixFo/xSFuR/i1hDAW8vgGFPJ45bW8CVOEGh9qurAX9F8tB0h2PYJ3OQZyltTVDbHcIvL3udBZaGsgNfbpTS2BZgybiUHTgnjFrxAQWVhBVvxxUewIr1ou7rebiGEqEaX7sahwpQ7iTEQqvIcVGtd1fN1J3jXxmbEOkFCJ6u8Y9F0lILek14GxOw4jL8Fd2/A+pL3d/6g129j+9HOdp5EPgflgteTUy4CxhuMdPIZGDrvZVNInoQQ4iMSVjZftNr5K+aYdvN0EaxqCOROzbAx5tD7bEXjME+REyrG56w2GTopDqSsIIHWp/AlTlHJ7mQhrmzXK+nttet2FqJlwJQfkoWo0YEUvvQIdqRPshCfIPIp6RjR/gTBjs9QmP8JTn4OHUgdOgHbC1g43GLOGIMpb2IqWXzxUQKZ5yS8SFRF+2L4W87iS5zAyc/hltZxi8s4hWWMUwDjEvJVUMrFOAWUHcIO96ADKbQ/iRVqryqgSwghaqWUolv3oJViwhlnw2wQJbpbxHOQaiaVucZh02zhUz5GrBO06kw9ty6ajWV7E8u6R2F9ERbuwNoiLN6BjSXIrWPnc0RNEZXdAF8LpDsh0wvJNsj0eP8rhBAfA294zKcpLLyAk72D8icPXQSxU6TjGheLg4v+vQaVdezYAIG259G2NICKKqTT8NWveiG8167BnTswOQljY7C2Bo5DaG0NikUvfDca9YKyBgehuxvOnoWgTCYTQnxMRi6D0vCzP/UaSFp7Dl0E4TWBHrLQx3W8Kcm2D577OoxereOmRdPRljcVu3MQzn3a+1ldW4TFu95aNreBVSkTNUV0bgPCAWhp27t2bakuXFoIIWoWjcK/+BfeYI0f/9gbqNF2uP2zqsN319ZgagouX/a+Z0b2hsXhaTuETpzAjo/g5hdwSiu4xVWcwqJX2GMc/FaJgO0NPVWWHyvYhhVsRfsTWKEOlBV43G9DCNEsek/Cp34JXvyv3jCO1h6wD1dvpJWm4lYO931cF1Zmvca9p74KZz8p6whxaEopYsSJ2XF6TC/rZp2cybJpNsmZLEWKXlBRzKasyzg4BFWYmIoT0RGiKkqUmAQrCCE+FpayGLFG0Y5m1szgNxVChA71O2h37XrIuuGyKbNltojrBCesU0TU4YfUCGErH22qnYxqY9NskGWLLTfLFhsUTdEL2g246JCiSBEbmxaVIqZjhFSYhEriryJcWggh6mGF2gl2fJrCwou4+Tl0sPXQvTJK60PvCxtjMKU1cEv4Uxfxpy9JeJE4NKUUGQJkrAAXdZJpk2fVlJg3BZZMiSwVDIZKNEjehiIOMeVjlABpHSBDgA4VRMvaVQjxcdCWt0+rLXj3x1DKQ7L9UHu2Sntfc+i6plLBG/7W0gGf/o43KFqIQ7KUTavKkFatZNny9oTdLJtsUDAFypRx7Ap2xKLoFgjoAHGVJKbihHWYhEoQUFIzLIT4eFiBFoIdn6W4myeRPnTth6picIyXJ7GBqeTxJU4RyDwtvf2iKtqfIJC6gD95Cid3X55E8b48Cb+DrYrglFB2EDvYgw6k7+VJyMAYIcTHQClFr+5HoZhyJqlQqWogpFKH3xt2jMOm2SSogoxYJ0jpdD23LpqN7fNq8HpO3MuRWFvw/ndzBbI57NyWlyeRW4dYwuvDyfRCohXa+yEuP3NCiI9HQvn4qtXB3zLPbTdLKwHC6pD9rtvnpocJ3zXGsEGFdcqcUjE+b7URlHWEqIL2RfEnz+CL72QhruEWV3CKS5iKt3YN+ipUKs52FmIQO9x9XxZih+yXPIHk/6LHjBfA+zlKK69T2RjHVVteCO8BhTi74YAG2Od5Y9wKbnEJpQP401fwt5yT//BFzZT2YUd6IdILgDEOppID12H8zf9GuVLhzGe/ibLDUkwmhHhslFJ00o3fCjDlTrLurhEheqiC/sNOKiuYAnnyJHWSAT0kE8pEfRIZ758dhSwUcxRWVvje7X9H8vlfIXriFASlEUoI8fhoX4RQ+2corrxFeeMGbjmLCqYPsXY9XICRMQ6msATKxt9yAX/qggTJiNr5fHDhgvcPgOPAygoUi9z8m79hem6OE7/9215Yry17JEKIx2j4IoQi8Opfw9yEty6IJg982c4k0APlNryijNZuuPoVr2BDiFrFWrx/dpQKkN/ElEp8b+z/xVeu/jwtl696a1dp+hRCPC6xmBeG29kJf/mX3lCO4WHw7783vFPcYw7aG3YcGB/3AgK/9jX41V+FZLJBNy+ajVIaK9yBFe4AwBjXO3c1FRZnfsYbE2/w1Fe/7p27yvm+EOJx6j0Jn/91ePWvYOYWRFsgljrwc7/WGlM+RMBCIQsrM164wuUvwOAFWVOImvlVgIy6N4DBMRVKlHAxvPjTn3Hq6TSXO5/Cj1/CdoUQj42lbIatUYJukGn3DutmjRhxrAOaSHaC1g4+dzVkyeLg0K7bGbCGCCoZeCpqo5QirhLESYD2fr5KlHCo8M7Su7z9g3e5eOkyQR068GdYCCE+Sl4A7+coLb1GJXsHZQdRvsSBn/u1UoeqGTZOEbe4jPbF8LdexY6PSq+EqFlIWYyo6O6fK8ZliwoOhn//+vcZ7LX5cm8fEWwJ2xVCPD6WDVe/7O0Fv/UDmB3z6o/8+68vlVKgwDUH1DUZ49U0FbZg4KxX19TS3rj7F01FKUWUGFEV2127lilRwWF8Y4zXfvgmp06cIRVMYx8yLEQIIT4KVqCFYKe3di1vTYL2of0tB69dDzk4xrhl3MISyg7hb30Kf/IMSsuenaiN0n7s6L3BCMZ1MI6XJ3Hz5f9CIBTm1Ke+IXkSQojHSilFj+4joILcdiZZN16ehE/5Dnztbl7TPowxFChQpEBSpxjQQ8R1vFG3L5qNUtDS5v0D3t5IIQelHNm5Ob43/Tu0ffrXCQ0OQyD8eO9VCNHUEsrH16wOfsYy18wmG6ZCG4EDz6x28iQO6smpGJd5U8SvNM/pNFd1C35ZU4gaKW1jR3og0gPs9ORkwXWYfO/P2djY5Pznv4GyI7J2bQKy+38MaV+EQNsnscLdlJbfxM3Poewoyhd95H+0uwFGxt1Nfr+fcSvedDKniBXuIpC+jBWSQ0jRWEpZKF8MgDJhssUs2hc94FVCCPHRU0rRqjLEVIzbTDHvzpEnT5jwvpum+00q2ynAyJk8trLpVwP0WL3Yh9iEFaIqwQgEI1g6yLoVohSKS/CuEOJIUHaQQOYZ7HAnxZU3tteuYZQv9sjJxFpvBxi5D98sNa6zO1nbCrXhT1/GCndL07toLMuCjBd0X+7qYj2bhXbZIxFCHBFdI/CVTnj7R3D9ZdhagXgGQtFHhg15g2MeUehjjBdctL7k/f479ym48FkIxz7CNyGakj8I/iCWMaxbIYrBmPdzK4QQj1soBL/2a3D+PPze78F770Ei4QXyPiKE98DBMZUKzM/D0hIMDcF3vwvPPivBgKKhlNKo7XNWY8fZyCm0Xwq1hRBHRFsvfOnvwXsvwvsvwtw4xFshHH/k8/DAwTHFHKwveuvYE097wbux1Ef0BkSzspRNaLucUuU15CGgZPCfEOLx00rTa/WT1C1MOhOsmhVsYxEi/MgA090mlX3qmgoUKJgCYRVm2Boho9ofWl8sRK2UUgQIAAFCbojKpoPfDWBZEuIhhHj8dkKMyhs3KK28g5ufRfni2410+5y77rN2NU4Jt7wOroMdGySQuoIOJD+idyCala00Sbzzi2jBJZCvEJPadCHEUaAtOPUMtA/A638DU++D5YNEq1cz8hAKhd6nJwfjwtY6bC5DJAmf+CaceAps+b0nGkcphZ8AfiCiolQ2HeyKT4J3hRBHgvbFCHR8Bmujm9LKW7i5WZQ/6mVKPCpP4oDBMcYt45Y2wC1hRXoIpK9gBVs/qrcgmpTSFkp7teglE8YpWpInIYQ4EpRStKl24irOlDPJopknbyB0QJ7EfnvDO8Mo8yaHT/kZ0EN06R5ZU4jGUgpCEQhFUCVYt0KUwwkJ3hVCHAkRZfN5q40+E+Yld4W7bo4oPhL4sPapGQavJ+dhNSQV47JGmRwOPTrEJ3SaHi2/80RjeT053trVUVGyxRzaJ33VzUI+rR9TSml8sSGsYBvltWtUtiZx8/Ogbe8/YO3fs3G68/93Xfe+5HcH4xSgvIUBtD+JP3UJX2IUpR/eTCpEo9i2TaVSedy3IYQQewRUkBHrBC06xaw7w4ZZJ+tuEVAB/ATQ6D1FtVrrPU0qxhgcHEoUKZoSPuUjo9vo1F0kdcvjeEuiiexsKsjzVQhxlCilsKN96GAr5fXrVDbHcPMLKGV7ATFWYM/a9WEBRsa4GKcI5U0MLtqXwJc8iz9xEmU/vCBXiEaxLAvHcR73bQghxF7BCDz9NegehQ9egpkxWJ3zmkwicbD9e8KMPtSkYgxUSpDbhOwaBELQcwJOP+v9rwQDio+QUgrLsmTtKoQ4es6ehX/zb+Bv/xZ+8AO4eRO0ho4OiMXAvnes/tDwXceBrS0vdLdY9F73K78CX/kKpNMf85sRzUaerUKII8kf9AJyu4bh2kswfQPWFrwA3kgCfIG9a9cHB8cYA0753trV9nuhDSefhoFz3nNaiI+Q7A0LIY6imIpzxjrLvJljzp1jy2yBC0EVxIdvT3Du/TXDO4wxVKhQoECFCkGC9OheuqxuQkoaVMRHy97eW3EcB59PgrKEEEeD0jb+5BmsUDvltetUslO4+Vmwgmg7st2To+77ev2hYHvjVjBOAVPeBGVhBVvxxU9gx4ceOZxciEaRvWEhxJHU0gaf+1UYewtuvAqLd8F1INYCweiHgnO9npz7AgKNgVIBttagmPVqoU49C2eeg1Tnx/teRNPZ6cmRvWEhxFGilMaXGMUKtVFa++C+PAmfF2aqAw/vdzXA9r82xsFUCpjKphd+H0jhi4/ii4+itESNiI+W5EkIIY6ioApxwjpFyqS9PAl3nazZIqCC+PF/KE9CKb0n3H4nT6JIkZIp4Vd+2nQHXbqbuE48jrckmsjOuas8X4UQR4lWilEVo0MFeZt1bphNZsjjM5o4NkEs9ANrV2BP3bBjDAUc1injYkirAFdVC+d0gqCcu4qPmJy7Nh/ZETvmtC9KIPM0vpazONk7lDdu4RbXMO4aYEBZKG1jkyUadHELK7iWwRgXUCgriBXpwxcfwgp3o7QUNIqPhzSpCCGOKqUUrSpDWrWyaTZYdBdZMgtkTRZXOeAqLGWhUeiowvFX2DQbOMYFBRaaAEE6rW7SOkOEyJ4NViE+Kvc3qQghxFGj7TCB9GX8ydNUstPba9dlTHndK5RV2iv+cfJEgy6mvIqT3wTjglIoHUCHu/DFh7HD3Sgr8LjfkmgSUugjhDiylILuES/EaHkGpt6D8Xe8IKNKCVDg84O2iJS3cMoVWJqGcsH7O9uGUAwufg4GzkJrj4Tuio+N7A0LIY6sSAS+9S0vMPfNN+FHP4Lr12F2FlzXC/kLhbAch/j6Ovr2bS9st1z2/i4SgRMn4LOfhatXIR5/3O9INAnbtnEcB2OMnEcIIY6e9n5o64O1RZh6H8begI0lKBe9v7cDYFmEC5tUipvba9ciYMCyvTCGM8/D4Hlo6wUtBbTi4yF7w0KIo8pSNl2qh3bVyZpZZcGdZ92sUjD57SwFhYXlbQPHLYp2kQ2z7jWDKrCxiagI7bqDlGoloOTcVXw8ZKi4EOIoswJprPbnccvnqWzdprx5C1PaxLgl7wu0jVIWfl0g7CvjFJe9gTF4NU/KCuJLnMSODWKF2iV0V3xsdvaGhRDiyLFsOHEVhi/C3ASMvw13b8DytBfEi/IGuClN3M3j21yGRbZrnvD+LpaCy5+HvjMQTz3OdyOaiAQYCSGOMu1PEGx7FrflHJXsbSobY7ilNYy76n3Bbp5EjmjQpVJYQuN4eRJKo6wAvuggdmwIK9wlobviY2NZFoVC4XHfhhBCfIhSioxq8/Ik9AaL7gLLZoms2cJVBlywleWdv8Y0FX/5vjwJg4VNgCDdVg+tOkOIsNRvio+FDI4RQhxlMeXjk3Yrl02SCZPlmrvJkimyQgnjgqUUPjRbtqEcD7Joiijj4hqDVooAmgEV4ZSO0a8i+O8bRC7ER0nOXZuP7Iw9IbQdRidOYsdHMeUN3NIGbmkdt7iMW8mB5ZAraYydwI5l0IEU2hdH+xMoW0IBxcdPHjhCiKNOKUVcJYjrBH2mn7zJkSNHzs2SJYuDgyopTAWSqoWIihHWYUIqRIgwtpKPWeLjJU0qQojjQFlBL0A3Nogpb+LurF+Ly7jlLVTJIlfSuDqOL9bprV39CbQvjvJFUbJJKj5mEg4ohDjylILWbu+f85+B9UVYX/JCjVZmoZSnNLdE3pSgvQ9SXZDMQKIVEhkIhB73OxBNSPaGhRBHXigEn/gEPPccLCx44bszMzA15YXtbm2RnZyk3NUFJ0/C4CB0dkJXF7S3gyXBCuLjZVkWxhhc193dJxZCiCNFKWhp8/45+wlv3brzz/I0FPNUVjbYypW8gN1UByTbvLVrPAOhyON+B6IJyd6wEOKos5RFWrWSUmmKFMmbHHnyZN0t8uRwlYubc7EKFmmVIaqjhFTY+4cQWs5dxcdMmkCFEMeB9sXwt5zFlzi5XdO0jilv4BSWME4BV22yVVRYgQzan8QKJFHbPTnaDj/u2xdNSNauQogjz7Khe9T7J7dxb194bQFW56FSomCHyIdi0DPqDQ+Pp7f3hlvB9j3udyCajKxdhRDHgfZF8CdP40ucwC1tYMrruKUNnOIyppLHWCVyJQ2+FuxQCh1oudeTI3kS4jGQtasQ4qjTSpNQSRI6Sb8ZILd77polxxYOLqqoUJYiqVJ7zl3DhLAkT0J8zHYGx8jzVQhxlIWVzVmV4LSKs06ZVVNi1ZRZNEW2KKONjZ0t0eLYdKk4rTpAUvloUX7i2LJ2FR87y7Ikq6nJyKf4J4xSGuVPov3JPf9+vjLBT2+M8/TXPkMwJdM+xeMnDxwhxHHiUz58KkGcBNzXe/L++x+gtObshQuP7+aE2Ka198Mpm6VCiOPAW7sm0P4E3JebkFta4qc3PuDUJ5+lvaP/8d2gENuk0EcIcaz4g5Dp9f65z3X3vzE/P8+lr/6jx3RjQuwle8NCiGNDKS9Mt70dLl3a/dduocDf/S//C6nvfpfWs2cf3/0Jse3+JlAJ3xVCHHm+wL0hMveZ+P73efPNN3nma7/9mG5MiL1kb1gIcVwopQgSJKiCtMCeuqY/e+EvaQm2crpf1q7i8ZMmUCHEcaK0jRVIYQX29t2szb3CT28s8OVf++pjujMh9pJzVyHEsRKOe/90Du351z+bKHPm5BkGv/ilx3RjQtwj4btCiONEKQsr0AKBlj3/Pp/9gJ/emOJT3/o8wYgMORWPn23b8mwVQhwbPuUnofwkSO45d3397TexWwKcPXP+sd2bEDt21q6yNyyEOA60UrTgp0X59/z76YJm5oc3+OqZL9Ieb39MdyfEPVIz3Hz0wV8ingRStCiOGnngCCGeBFK0KI4SpZQcRgohjj0pWhRHjW3b8nlPCHHsyTpBHDWyNyyEOO52zl1lrSCOCqkFEEI8CeTcVRw1sjcshHgSyN6wOEqkCVQI8SSwbRvXdXFd93HfihCAfN4TQjwZZG9YHCVSCyCEeBJIT444auTznhDiSSA1JOIokc97QogngdSQiKNGzl2bj4TvNgl54IijRjYYhBBPAvnwLI4aOYwUQhx3UrQojpqdcEBjzOO+FSGEqJmsE8RRI3vDQojjTooWxVEjtQBCiCeBnLuKo0YGxwghngSyNyyOEhkcI4R4EsjesDhq5POeEOJJIHvD4iiRz3tCiCeB9OSIo0Y+7wkhngRSQyKOEqkZFkI8CaSGRBw1cu7afCR8t0nIA0ccNbLBIIR4EsiHZ3HUyGGkEOK4k6JFcdTIfooQ4kkg6wRx1MjesBDiuFNKyd6wOFJk7SqEeBLIs1UcNTI4RgjxJJC9YXGUSBOoEOJJIAFG4qiRz3tCiCeB7A2Lo0Q+7wkhngTSkyOOGvm8J4R4EkgNiThKdurY5fOeEOI4kxoScdTIuWvzkfDdJiEPHHHUyANHCPEkkI0pcdTIYaQQ4riTsBhx1EjxmRD/f/b+K8iSJL/vfL8ecWRqnaVld7Xu6R6BmQFAYCAI7toaCRrWSKzZXePuvt37uq/XbG1f9n2pbC+ISy4vSZBYggtCDoEZYDCiZ3pad7Wo6syq1FqLk3lkhPt9iMzq6u6qrDxiquLE+X3G2gaoyuMZaZMd7v73///vkgTaJ0jcKDYsIkmg2LDEiXIBRCQJjvcJzrkn/SgigNZ7IpIMig1LnOjcVUSSQO8yiRvtXUUkCfQukzjRek9EkkA1ORI3Wu+JSBLoXSZxo5ocEWl3isNJ3Bzn2SmPvXOo+W6H0IQjcaPEbhFJAt1UJnGjAL6ItDs1i5G4UfKZiCSB9gkSN4oNi0gSKGlR4kS5ACKSBL7v45zDWvukH0UE0HpPRJJBsWGJk+NzV8WGRaSdKYdE4kbnriKSBKrJkTjRek9EkkA1ORI3Wu+JSBIoh0TiRrFhEWl3yiGRuDn+nVQee+dQ890OoYMfiRvf97HWqtu7iLQ1FalI3CiALyLtzvOiMIXeZRIXSj4TkSTQPkHiRvEUEUkCJS1KnCgXQESSQI3EJW603hORJFBsWOJE6z0RSQLlkEjcaL0nIkmgHBKJE2MMxhit90SkrSkOJ3Gj9Z6IJIFySCRuNL+KSLvT3lXiRr+TnUfNdzuEEn0kbnQDgYgkgZIWJW4UwBeRdmeM0a3GEisKlopIEmifIHGj9Z6IJIGSFiVOlAsgIkmgRuISN1rviUgSKDYscaL1nogkgXJIJG603hORJFBNjsSJMUaxYRFpe6rdl7jRek9EkkD7BIkb1eSISLtTDonEjWpyOo+a73YITTgSN0o+E5EkUNKixI0OI0UkCXQYKXGi5DMRSYLjfYJz7kk/igig9Z6IJIOSFiVOlAsgIkmgpEWJG633RCQJlEMicaL1nogkgXJIJG603hORJFBNjsSNYsMi0u5Uuy9xc5wzrDx2EWln2idI3KgmR0TanedFbS81v0pcqCan86j5bodQ0qLEjZLPRCQJlLQocaPkMxFJAh1GSpwo+UxEkkDvMokbrfdEJAmUtChxolwAEUkCJS1K3Gi9JyJJoBwSiROdVYhIEuhdJnGj9Z6IJIFqciRuFBsWkXan2n2JG8VTRCQJtE+QuFFNjoi0O2OMYsMSK6rJ6TxqvtshPM/DGKMJR2JDwVIRSQIlLUrcKIAvIkmgd5nEiZp+iEgSKA4ncaP1nogkgRJ9JE603hORJFDSosSN1nsikgSKw0mceJ6H53la74lIW1MOicSN1nsikgSqyZG4UWxYRNqdckgkbtQQWkSSQPsEiRvFhkUkCRQbljhRLkDnUfPdDqKbKyROFMAXkSRQYEriRus9EUkCza8SJ2r6ISJJoKRFiRut90QkCZToI3Gi9Z6IJIFySCRutN4TkSRQDonEjWLDItLulEMicaOmHyKSBNonSNwoNiwi7U7nrhI3+p0UkSTQPkHiRvEUEUkCvcskTpQL0HnUfLeDaMKROFERqIgkQSqVwlqLtfZJP4oIoPWeiCSDikAlTpToIyJJoHeZxI3WeyKSBIrDSZxovSciSXCcQ6J3mcSF1nsikgR6l0ncqEGgiLQ7xeEkbnzfVx67iLQ97RMkbhRPEZF253kexhjlaEpsKBdARJJA+wSJG9XkiEgSKDYscaJcgM6j5rsdRBOOxIkmHBFJAr3LJG603hORJNBhpMSJLo4RkSRQ0qLEjdZ7IpIESlqUONFZhYgkwfG7TPOrxIXWeyKSBMohkbjxfV/zq4i0NeWQSNwoF0BEkkD7BIkbxYZFpN0ZY5SjKbGiXAARSQLtEyRutN4TkSRQbFjiROeunUfNdzuIJhyJEyWfiUgSaPEscaP1nogkgQ4jJU7UwEhEkkBJixI3Wu+JSBIoaVHi5LhwSvOriLQznbtK3Gi9JyJJoH2CxI0aQotIu1MOicSNcgFEJAm0T5C4UWxYRJJAOZoSJ8oFEJEk8H0fay3OuSf9KCKA1nsikgyKDUuc6Ny186j5bgfRwY/EiZLPRCQJtHiWuNF6T0SSQO8yiRMl+ohIEigOJ3Gj9Z6IJIESfSRuNL+KSLvTuavEzfF6T4VTItLOtE+QuFFDaBFpd8ohkbhRLoCIJIH2CRI3ygUQkSRQbFjiRLkAIpIEig1L3Gi9JyJJoNiwxInWe51HzXc7iG6ukDjRhCMiSaCkRYkbrfdEJAmUtChxokQfEUmC4zic3mUSF1rviUgSKNFH4kaxYRFpd8ohkbjxfR/nHNbaJ/0oIiIN0z5B4kZFoCLS7owxeJ6n+VViQ/EUEUkC7RMkbpQLICJJoBxNiRPVYItIEqi+UOJG6z0RSQLFhiVOtN7rPGq+20E04UicaMIRkSRQ0qLEjdZ7IpIESlqUOPG8KHSm+VVE2pmSFiVutN4TkSRQHE7iRr+TItLutHeVuNHvpIgkgfYJEjdqCC0iSaD5VeJENTkikgRqFiNxo/WeiCSBcjQlTo5rsPU7KSLtTDkkEjda74lIEig2LHGi9V7nUfPdDqIJR+JEE46IJIGSFiVutN4TkSRQ0qLEiTFGRaAi0vZ0cYzEjdZ7IpIE2idI3Cg2LCLtTueuEjcqAhWRJNA+QeJGsWERSQLFhiVOlAsgIkng+z7WWqy1T/pRRACt90QkGRSHkzhRPwkRSQLlkEjcaL0nIkmgRuISJzp37TxqvttBNOFInCjAICJJoMWzxI3WeyKSBEpalLjRYaSItDs1MJK4OW764Zx70o8iItIw7RMkbhQbFpF2p4I7iRv9TopIEmifIHGjhtAikgSKDUucKBdARJJANTkSN1rviUgSqCZH4kTrPRFJAuWQSNxovSciSaAcEokTz4tasWp+7RxqvttBdPAjcaIAg4gkgZIWJW603hORJNC7TOJGh5Ei0u4Uh5O40e+kiCSB9gkSN4qniEi7M8aoQaDEii4VF5Ek0D5B4kbrPRFJAsWGJU507ioiSaCaHIkbrfdEJAkUG5Y40XpPRJJAOSQSN1rviUgSKIdE4sQYo4bQHUbNdzuIDn4kTjzPw/M8TTgi0taUtChxo/WeiCSBAlMSNzqMFJF2p0QfiZvj30nNryLSzrRPkLhRbFhEkkCxYYkT5QKISBIc7xOcc0/6UUQAxVNEJBn0LpM40bmriCSB4nASN1rviUgS6NxV4kTrPRFJAr3LJG603hORJFAcTuJGDaE7i5rvdhBNOBI3mnBEpN2pgZHEjdZ7IpIE2idI3OgwUkTanRJ9JG6Ofye15hORdqZ9gsSNYsMikgSKDUucqIGRiCTBcRzOWvuEn0QkootjRCQJFBuWONG5q4gkgWpyJG603hORJNC5q8SJ1nsikgTKIZG40XpPRJJAOSQSN4oNdxY13+0g+pdb4kZFoCLS7tTASOImlUphrVXhlIi0Ne0TJG50GCki7c7zPIwxml8lNhRPEZEk0D5B4ka5ACKSBIoNS5yogZGIJIGKQCVutN4TkSRQbFjiROs9EUkC5ZBI3Gi9JyJJoDicxIny2EUkCZRDInGj9Z6IJIHeZRI3+p3sLGq+20F08CNxoxsIRKTdKWlR4kbJZyKSBNonSNwoWCoi7c4Yo9iwxMpxPEW/kyLSzrRPkLjRek9EkkCNxCVOdO4qIkmgIlCJG633RCQJFBuWONF6T0SSQDU5Ejda74lIEqgmR+JGsWERaXfKIZG40XpPRJJA+wSJG9XkdBY13+0gmnAkbnQYKSLtTkmLEjdKPhORJNA+QeJGh5EikgSKDUucKPlMRJLgeG51zj3pRxEBtN4TkWRQ0qLEiS6OEZEkUA6JxI3WeyKSBMohkTjRek9EkkA1ORI3Wu+JSBKoJkfiRrFhEWl3yiGRuPF9H2ut8thFpK1pnyBxo5qczqLmux1EE47EjSYcEWl3ahYjcaPkMxFJAu0TJG6UfCYiSaDYsMSJikBFJAkUG5a40XpPRJJAsWGJE633RCQJlEMicaNzVxFJAr3LJE60dxWRJNC7TOJG6z0RSQKdu0rcaH4VkXanvavEjWpyRCQJtE+QuFFNTmdR890OoglH4kYTjoi0O8/z8DxP7zKJDQXwRSQJtE+QuFHymYgkgWLDEidq+iEiSaCkRYkbrfdEJAkUG5Y40XpPRJJAOSQSN6lUSus9EWl7yiGRODHGKI9dRNrecRxO7zKJC633RCQJdO4qcaPYsIi0O+WQSNyoJkdEkkD7BIkbxYY7i5rvdhBNOBI3mnBEJAlU0C5xouQzEUkC7RMkbpR8JiJJoNiwxImSz0QkCZS0KHGj9Z6IJIFiwxInWu+JSBIoh0TiRnl2IpIEyiGRuFE8RUTanS6OkbjRek9EkkD7BIkbxYZFpN0ph0TiRjU5IpIE2idI3Cg23FnUfLeDaMKRuNGEIyJJoMNIiRMln4lIEvi+j7UWa+2TfhQRQPEUEUkGvcskTpR8JiJJoDicxI3WeyKSBHqXSZxovSciSaB3mcSN8uxEJAm0d5W4UU2OiLQ7NYuRuPF9H+ec8thFpK1pnyBxo9iwiLQ7z/MwxuhdJrGhmhwRSQLtEyRulAvQWdR8t4NowpG40YQjIkmgw0iJEyWfiUgSqAhU4iaVSmm9JyJtT7FhiROt90QkCY7jcNorSFxovSciSaBzV4kTFamISBIoh0TiRus9EUkC5ZBI3Cg2LCLtTnE4iRvlAohIEqh2X+JGsWERSQLFhiVOVJMjIkmgfYLEjc5dO4ua73YQTTgSNwowiEgS6DBS4kTJZyKSBEpalLjRek9EkkCxYYkTrfdEJAmUtChxo/WeiCSBkhYlTowxig2LSNtTDonEjeZWEUkCvcskbhQbFpF2p3NXiRv9TopIEqh2X+JG8RQRSQK9yyROVJMjIkng+z7WWpxzT/pRRACdu3YaNd/tIMebOU04EhcKMIhIEugwUuJEiT4ikgR6l0ncqOmHiCSB4nASJ1rviUgSHCct6l0mcaH1nogkgZIWJW4UGxaRdqc4nMTNcZ6d8thFpJ1pnyBxo9iwiLQ7NYuRuFEugIgkgfYJEjeqwRaRJFBsWOJEuQAikgSKDUvcaL3XWdR8t4OkUimcc1hrn/SjiACacEQkGXQYKXGiAIOIJIGSFiVu1PRDRJJASYsSJ1rviUgSHCctan6VuNB6T0SSQDkkEjeKDYtIu1MOicTNcTxFeewi0s60T5C4UTxFRNqdMQbP8/Quk9hQLoCIJIH2CRI3qsEWkSRQbFjiRDU5IpIEaiQucaP1XmdR890OoglH4kYTjogkgQraJU603hORJFDSosSNks9EJAmUtChx4nkexhit90SkrSkOJ3Gj9Z6IJIFySCRuFBsWkXanvavEjRpCi0gSKA4ncaN4iogkgWpyJE7UwEhEkkD7BIkbrfdEJAkUG5Y4UQ22iCSBckgkbpQz3FnUfLeD6OBH4kYBBhFJAr3LJE603hORJFARqMSNks9EJAl08CNxo3iKiLQ7JfpI3Gi9JyJJoH2CxI1iwyLS7pRDInGjXAARSQI1i5G4UWxYRJJAsWGJEzUwEpEk8H0f5xzW2if9KCKA1nsikgyKDUuc6NxVRJJA7zKJG+1dO4ua73YQHfxI3CjAICJJoKRFiROt90QkCdTASOJGwVIRSQI1i5G4UWxYRNqdEn0kbo73rs65J/0oIiIN07mrxI1iwyLS7jwvShFXHE7iQg2hRSQJtE+QuFEugIgkgWLDEifKBRCRJFBNjsSN1nsikgSKDUucaL0nIkmgHBKJG527dhY13+0gOviRuFGAQUSSQItniROt90QkCfQuk7hRoo+IJIHicBI3+p0UkXanRB+JG8VTRCQJdO4qcaPYsIi0O2OM4nASK7pUXESSQPsEiRut90QkCRQbljhRLoCIJIFySCRutN4TkSRQbFjiROs9EUkC5ZBI3Gi911nUfLeD6OYKiRtNOCKSBEpalDjxPA/P87TeE5G2pqRFiRsl+ohIEqRSKb3LJFYUGxaRdqdEH4kb5QKISBJonyBxo9iwiCSBYsMSJyoCFZEkON4nOOee9KOIAIqniEgyqCZH4kS5ACKSBKrJkbjRek9EkkA5JBInWu+JSBIoh0TiRuu9zqLmux1EE47EjSYcEUkCFalI3OgwUkTanZIWJW5UpCIiSaB9gsSNYsMi0u6UtChxo1wAEUkC7RMkbhQbFpEkUGxY4kQXx4hIEhy/y6y1T/hJRCKKp4hIEqgmR+JEuQAikgSqyZG40XpPRJJAOSQSJ1rviUgSKIdE4kbrvc6i5rsdRBOOxI0Su0UkCfQuk7jRYaSItDs1i5G48X0fa60Kp0SkrWmfIHGjeIqItDtjDMYYza8SG8oFEJEk0D5B4kYNjEQkCRQbljhRLoCIJIEK2iVuVAQqIkmg2LDEidZ7IpIEisNJ3Gi9JyJJoBwSiRPP8zDGaH4VkbamvavEjdZ7nUXNdzuIJhyJGyV2i0gSKGlR4kaHkSLS7tQsRuJG8RQRSQLtEyRuFBsWkXZnjNH8KrGivauIJIHOXSVutN4TkSTQu0zi5DgXQL+TItLOFIeTuFERqIgkgWLDEida74lIEqgmR+JG6z0RSQKdu0rcqCZHRNqdckgkbrTe6yxqvttBdPAjcaMJR0SSQEmLEjeaX0Wk3WnvKnGjAL6IJIH2CRI3+p0UkSRQ0qLEieIpIpIEx/sE59yTfhQRQEWgIpIMisNJnBzvXRVPEZF2pgZGEjda74lIEqgmR+JEOcMikgTKIZG40XpPRJJAOcMSN4oNi0i7Uw6JxE0qlcJaqzz2DqHmux1EiT4SN8dFKppwRKSdKTAlcaMAvoi0OyUtStwogC8iSaB9gsSNGhiJSBIoNixxolwAEUkCxYYlblQEKiJJoNiwxImafohIEuhdJnGjc1cRSQKdu0qcKGdYRJJA564SN1rviUgS6F0mcaPYsIi0O527StwoNtxZ1Hy3g2jCkbjxfR/nHNbaJ/0oIiINU5GKxI0C+CLS7owxeJ6n+VViQ8lnIpIE2idI3KiBkYgkgZIWJU6UCyAiSaCkRYkbrfdEJAkUG5Y40cUxIpIEyiGRuNG5q4gkgWpyJE6MMYqniEjb07mrxI3WeyKSBMohkbhRbFhE2p1ySCRulAvQWdR8t4NowpG40YQjIkmgpAqJGx1GikgS6DBS4kTJZyKSBNonSNxovSciSaCkRYkT5QKISBIoh0TiRus9EUkCxYYlTnRxjIgkgXJIJG507ioiSaCaHIkbxYZFpN3p3FXi5ni955x70o8iItIw7RMkbhQbFpF2pxwSiRvlAnQWNd/tIJpwJG404YhIEigwJXGj5DMRSQIdRkqcKJ4iIkng+z7OOay1T/pRRACt90QkGRSHkzjR3lVEkkDvMokbrfdEJAn0LpM4UdMPEUkC7V0lbnTuKiJJoJociRvFU0Sk3al2X+ImlUrhnFPzXRFpa9onSNwoNiwi7c7zPDzP0/wqsaFcgM6i5rsdRP9yS9zod1JEkkCBKYkbJZ+JSBLoMFLi5LgIVGs+EWlnKmiXuNF6T0SSIJVKaZ8gsaH1nogkgYpAJW603hORJFAOicSJ50VlC5pfRaSdKYdE4kbrPRFJAtXkSNwoNiwi7U61+xI3ygUQkSTQPkHiRjU5IpIEig1LnKgmp7Oo+W4HMcZowpFY0YQjIkmgwJTEjdZ7IpIEKgqQOFHymYgkgZIWJW603hORJFBsWOJE6z0RSQLlkEjcaL0nIkmgHBKJk+M8ds2vItLOlEMicaO5VUSSQO8yiRv9TopIu9O5q8SN4ikikgTaJ0jcqCZHRJJA86vEiWpyOoua73YYTTgSJ5pwRCQJjm8qc8496UcRAbTeE5FkUBGoxImSz0QkCZS0KHGj9Z6IJIGSFiVOtN4TkSRQDonEjdZ7IpIEyiGRuDnOtRMRaVfKIZG4OT53VR67iLQz7RMkbhQbFpF2p3NXiZvjeIp+J0WknWmfIHGjmhwRSQLFhiVOlAvQWdR8t8NowpE40YQjIklwfBhprX3CTyIS0XpPRJJAh5ESJ0o+E5EkUNKixI3WeyKSBEpalDjRek9EkkA5JBI3Wu+JSBIoh0TiRg2hRaTdKYdE4uY4nqI8dhFpZ9onSNwoNiwi7c4Yo/lVYkWXiotIEmifIHGjmhwRSQLtXSVOlAvQWdR8t8NowpE40YQjIkmggnaJG633RCQJdBgpcaKmHyKSBEpalLjRek9EkkBJixInnudhjNHvpIi0NeWQSNxovSciSaAcEokbNYQWkXanHBKJG8VTRCQJtE+QuFFsWESSQDmaEieqwRaRJDjeJzjnnvSjiABa74lIMig2LHGiXIDOknrSDyCPlw5+5IlxDgo7sL8Je5uwvULv6gK/Vpyk52/+LQwOQXc/DJ+D/hHoG47+8fwn/eQiIidSAyN5osplWF7+9J/paV58911KhQLcuQO5HFy+DBcuwLlzcP489PU96acWEXkkFYHKE+McHO5F+9b9TdheJbO9yq8VJxl67ffhzhno6oPhs9A/+un+1VeITUTiTQc/8iQ5G2Bre9jqPq62T1je5Hxuksz5TYrzfwaej5cZxM8OYtJ9eJl+vFTXk35sEZFH8n2fSqXypB9DOlTFVSi5IiVKHNpDihww8q0h1sZWuBm8S4o0vaaXvOkib/Lk6cI3OncVkXjTuas8Sc6FR/vWaP8aVrYYMVN87eoexfk/BS+Fl+7Hyw5G+9Z0HybVjTHmST+6iMiJlDMsT5ILytjabjS3VnexlR2+cmWPUf9DigtFjJfFyw7hZQfwjmLDxks/6ccWETmRGp3Kk2SdpUyJkitRckUO3AFrIysMf2uAm/Y9ckGWLDl6TG8UFzZd5Mhp7yoisaecYXmSyi5kx1XZocaOrbJBhZlXz7DclacULJDBY5QsQ16GQTIMmjRZnbuKSBvQ/CpPinPuC3vX9d51hn95gE/SH9Mb9JEjS/fR3rXLdJEjr72riMSe7/s457DW3osTizwuzlax1SinyVZ3sZVtnh5axNkgqsnx03iZIfzMAF7m6NzVzz3pxxYReSTtXeWJcQ4OdmB/66gX4ipd64v8WnGS/h/8Hnw8etRP4hz0D0PfaPTf6oWYGOoM0mF0c4U8dtUyLE7C9E1Ym4NKMZp8jE/KQY+tYA53gRpsLMDU+9Hnsl0wdAaeehUuPgv5nif4Q4iIPJyKQOWxcw6WluDNN+FHP4KNjagJr3OQz5Pf3sYWi7CyAmEIH34I1kImA/398LWvwTe/Cc88Awrwi0hMqQhUHrtaFVamYOomrExD+TCaPz0PL5Wmx1bwi/uw68HmEsx8EH0uk4P+MXj6Vbj0XHSpjIhIDKkIVJ4EW90nOFygtn8XVyvgbDX6Cy9F1quQTdWwtX0clrC4Sg0HxsP4OVLdF0j1XMXvOoNRwYqIxJQSfeRxs86y53bZsGtsu21qroYzDuPANz6pHp+aX6XoDgmxbNkNMAYfn7zJM2bOMOwNkzdqci8i8aSLY+RJsLVDgsN5gsIUtrL76d7V+KRNkVzaYqsFnLHY0hrO2Wjv6mVJdZ0l1XsNv+scxlMapojEk3KG5XFzzmJL69QOZggO5nFhGVwIxoBJ05UJ8algq7s4F8LhfPRBL42X7iHVc410z2VMpl/NFkQkljzPA7R3lcer6qpsuy3W7SoH7oCAAJzDMx61dBW/y6fsSgSuxh67rNlVjIEUafpMH2PeGQbNECmjvauIxJPOXeVxc86x5ircsQXuugMOXUBgHDjIGI9qdwbnG3ZclRDHrDsEB2nn0W18bphenvJ7GCWrvauIxJZqcuRxC1yNbbfNul2l4ArUqIFzGONRSVXxu30qVPDcAfvs4ewaGEiRosf0Mu6dYcgMkza6oE1E4un+fhJqviuPg3MOW90mOJgnKExjg0OwAWDAS5FP16hWj2pyqpawuETNAcbHpPKkuq+Q7r2MlxvFGO9J/zgiIg+k2LA8drUKLN2Nehyuzh71QrRgfHzjfdoL0bewsRj1TMRE/SSGxo96IT4HXb1P9ueQpunkvMNowpHHplKCibfg7ruwuw7Gg94h6B/9tIN7pcKeN0utexCGhj/9rLVQLUUT0PI09A3BtZfhuW+okZGIxM5xEagKVeSxmJiA73wH3nsPdnZgcBDOnYN8PipSASrA/vY2XL782c9WKrC7C9/+Nnzve1Hz3V//dfjGN8BT0FRE4kVFoPLY1Kpw553on62V6M96h6J//Gid5+HY8+5S6R6AobOfftZZqJSjPe+P/xhufh+uvBjtXftHHvuPIiJyEl0cI49TWNmmtvsJweEcLiiCn8NL92C8zL2Ck8ArUyht4WUHP/NZZwNcWKa2d4fa/hR+boR03w1SfdfUhFdEYkdFKvK4WGdZd2us2RX27T4OR87k6DU9eMaHo3pOd+jwyz7d5uhSUxMl34YElF2ZKXeHRTvPsBnhrH+OHqOEHxGJF10cI4+Tre5T3b1NcDCLCw6PGv71fmbv6vYdB2UPMv34952nOhfigvJRU8FZTHaIdN/TpPueVhNeEYkd5QzL4+KcJTiYo7Y3QVheBxtg0j142aHPzI/lIEsmzOJlh+77rANbwwWHVDffprb7ManuC6T7n8HPjz+JH0dE5KGMMYoNy2NTcWWWwyU23Dplynh45MjRTTfGi/auobUE+yFZmyNvctEHTRRXDogaH22HW3SZbsbMOGe9c6TUyEhEYiaVSikuLI+Fc45ZV+RDu8uSK1F2ll6TYthkSWPuza9rZYvnBYyYbPTBo3PXmnEcEPCG3eam2+Wi6eIlr59LpktNeEUkdlSTI49LzVVZscus2zWKFDEY8kf/Ob7E6JAiwX5IJsjQ87m8pho19t0uu+EOefKMedHeNXM8D4uIxIQuFZfHxTlHWFqNzl2LS7iwjEl14WX6waTv7T+rboti9fAzNTnOOXABLihR2/2Q2v4Efn6cTP8z+N2XtHcVkdhRbFgem2o56iUx+Q7srEV/1jsMfcP3+kmYIGDPm6bWPQRDo59+9rgX4uYKrMxC7/fh6ktRP4newS98K2kPyvbuMJpw5LFYmYZ3vwsrM5DrgZGLkPpigs5x0NRZ9/m/gFx39I8NobAN730P5j+BV38VLr+gJoEiEhtqYCSPRakEf/7nUePcvb2o4e7Fi/ca7t7P8zystV8cI5uF8fHon4MDuH0bbt2Cd9+Ff/gPYWzsMfwgIiKnoyIVeSw2FqO96+IkZPIwfB7SmS98mcFgjPni/Go8yHVF/1gLBzvw0Y9g4RP40q/AU698evmMiMgTpotj5HFwNqC2P0l1+0NccIBJ9+Hlzz4wQcfzPKxzX/hz46UwXg+ke3BhlbCyRbj2GqniAtmhL+NlBx7DTyIicjoqUpHHoegOmQ1n2HIbeHh0m25S5sFpHg+KDRtjSJGmhzTOOSpUWLZLbLlNLnqXOeOdxVeDexGJCRWpyOPgnCXYn6K6fRNb3cNkevDy4xjzxTyk4z+z1t7LcYr+3MekuyHdjbM1bG2fyvrrBIcLZIe/jJ/T5WwiEh/KGZbHwdYKVLffJ9ifxgFeph/jP7gxgvE83AP2rvgZjJ/BZQZwYZHa/l2Cw0XSA8+TGXwe433xHFdE5ElRbFh+1pxzbLkN5uwsB7ZA1uToow/vAXvXT2tyPju/esYjQ5YMWawLKbkS026KbbfFZe8q/WZAjRZEJDaOL45xzundJD8zhy7grXCbj+0+oXEMkmHUeA/Oa3pAzrAxhgyGITIMkqZEyJQ9YN4Vecn081V/iLzOXUUkRlSTIz9rzjl23DZzdpZ9t0eGzMP3rkfz7efzhqP5NfqPdZYyJWbtDFtuk8veVYbMsNaHIhIbulRcHgcXVqjufExt9zbOVaOanMzgqWtyjDFRg95MGjJ9uLCMLa5QKq6Q7nuazNCX8NLdj+vHERF5JF0qLo/F2iy881ewPBX1hBg5D6kH9JM4upztC/0kvtALcQdufj/qJ/HKr0aNeNULse2o+W6nCAMo7tMblsgcbsPOOqRS0N2vRjDSOtUyfPhDuP0G1MowdvmBTXePPXTCuZ/nQ/9o1Cl+axl+8Afw1F348q9BV1+rfwIRkbq4sELKlOnJWYLyFraaxnhZ8LM61JHWuXMHfu/34MMPYXQUXnzxgU13jxljopvJTtLTA888A/v78L3vRd/jH/wD+IVfOHFsEZGfteMmMF63oVqpcegO8fDIkn1gAoZIQ8IAbr0OH/4ISgcwcgHSJ9+K7XneFy+O+ewXRLeb9Q7C9hq89oewdAe+8hvQN9TiH0BEpD7OVvHsIT05i6vuYKuD4GUwfl57V2mZsLJDdfMdgsMFTCr30Ka7xx5UpPJ5xs/g+6O4sEpQmMGWN8kMfYlU39MPbIokIvLYWAulAt21IvnyXnTrsZ+Kzq1OOBcTqYd1ljW3ykI4R9mV6DG9D226e8yYBze3//TvDTlyZMlSosiUvcOu2+aKf41u09PqH0FEpD7lMv7WFn17e5j5eRgagnweBgd1diUtY2sFqpvvUjuYAS+N1/WIvevDLhW/j/HS+NlhnK0RHi5SKm+RHnyRzMDzGOXkicgT5JzDhSWyfpV8qkJY2cEYD5Pqwnjau0prOOcIDmaobr2Pre7gZYfw/NyJn3nopeJHjDGYVDfO78IFBapb7xKWVsmOfAU/N9rqH0FEpD5BDYr7DFIltb8R1eSkM1FsWMV00iIVV2E+nGXNrWKAfjNwYt6c8T69OOZhPOPTTQ95F7Jv97nlPuKcOc8F/9Ij484iIj9L0d61TNav0Juz1EqbpFJHOU2+LuCQ1pmxh7xut1i1ZUZMhu5HzH+e5xHWag/9e2MMXaToMikKrsZbbpulsMTPeyNc8rpa/fgiInWxzlKhQqovRSVVoegO8fDJkFFNjrRMzdVYCOdYccs4LP30n/j75Z1q7+rRRTc5l+fAHXA7+Jiz3jku+ZdJG60NReTJKrmQYsZQ68uxYcsELksen5wu4JAWCkurVDbfISytYdK9+OmTa1JPV5OTw+RzuKBEbfc2YXmd7PAr+N2XVU8mIk+UdZYqFVK9PrVMVf0k5GejVoWPXoNbP4FKCcYuPrDp7rF7e1f3qF6II9A7BNsr8MM/OOon8bejXp7SNnRKnlS1atRxe2cNtlZgawnKh3xt9Q6pDQ/+bC76FznXHTWZGToDg+Nw5qqKQqUxlSL85E9g6v2oUe7Q2Ud+5FQTzqdfDKMXoFSA2z+F/S34W78VTUQiIo+JrRUIS2vY6h5heQNb3SNTLPDNGyW87R9QLHeDl8JL9+LlRvEzA/i5UUymXwEoacx778Hv/i5sbMCNG5A9uTEgPLpI5TP6+qJmvrOz8H/8H7C1BX/37yoRXEQeG+ss+26PQ3fIgStwQIGqqxI+X4Oa5WbwDgaPNGm6TQ89ppcu00W/GVDivzSmVoE3vg0Tb0JXfxQHOcU6zXiPPow8+kIYPhvtkafeh8I2/OJvRXEXEZHHxNYOCctr2MouYWUTW92FSolv3iiRPXid4vytaO+a6sHLR3tXLzuClx3S3lUaEpbWKK//BFvZxsuNYLxHJ7l6ngfO4Zx75O+d8TN4+bO46i6V9dextQKZ4VcxSlYTkcfFhrCxEJ257qxF/3exwDOL85zd3YU/K0V7gUw+2g+MnI8uljx7FbIqrJP6WWeZDWdYcguk8Ok3A6dap502NhwVg3aTcQGbdpOSK3PDf4Y+T8k+IvIY7e3BrVuwvBxdEjk/j1cs8mvvvcfZiYnoQsp0GoaH4emn4dIluHoVrl/XOZY0JKzsUFl7jbC8jpcdxvinOXc9xaXiR4yXxsufwdX2qW6+hasVyI5+TQ0uReSxcc5hK5vYyjZhZYewvIELDhlPrfLlK/uUFv48OhPzMlFMODeClxnAz4/jpbR3lfo5Z6nufEx1+z3A4OXPnOrSNM+YEy+OOWaMwaT7cH4XYWmF8sr3yY59k1T3hRY8vYjIKVVKsDoNuxuwuRQVz1VK/NL+LYY+WIWNm+D7kO+F0YtHNTlnYPxSVKsjUqeyKzEZTrBjt+g2PWRO0Vzo05qcR8+vnvHpN/2UXZk5N0s5LHHdv0HaaO8qIo+Hcw5b3cGWNwmru9jyOrZ2wECwyTdulCgtfhvfT4FJ42UH8LMjeJn+aO+a1kWSUj/nHB+7fV4LNwmwXDB5/FPlDJ++JqfXpOlyKdZcmb8IV/hlxnjG62320UVETi10AXtuj6I7pOAKHLoDatTIfSVNsavA+0c1ORmToYdeekwPXab7kRd9iDxM1VW4E06y6TboIk/WnHwhG3x6cYw7xfzqGY8++qhQYdEtUAqLPO0/c6rvIyLSKjuuyoors20rrFJm19XYHSiy+Us3+GN/nVywRwaPfpPmLHkGvQxnTY5BNQuXBgUHs5TXf4oLy3i5UYz36Nppz/NONbcCmFQez89iK1uUV18jM1Ii3f+sashE5LEJXXivn8ShO6DAPjVXw7zkCKl+pp9Ej7l/79qPr34S0ohqGX76pzD5LvQMwPj4I/tJGAzmFM3tgSiXfeQ8lA9h4i0obMEv/rdRY15pC3qzJE1hG+Y/gbvvwvZqVAzq+ZDthlw35UxXFAztGQIbQKUM0zfhzrtR4s/QGXjqy3DpOegdfNI/jbSLSgl+9Icw8xGMno+Ki0/heCN26gaBECWnjedg+S58/z/Ct/6hGvCKyM+UcyFhaY2gMENwOI8LStFfeBmMn8VLdVMsG6yXx6S7cbZGWN0mLK9Sc9GNUKnuC6R6r+Lnz2GUUCun9e67UUPcw0N4/vlTNQaEOpvvRh+Aa9dgbQ3+w3+AIIDf+q1Tfz8RkUZUXIVtt8WaXeXA7mNxGAMp0qRJ49d8KocVcuSwOAICttwGG3YdY6DLdDNmxhn2RukyKgaVU6pV4ad/FgUxh85GFxKdkme8010ccyzbFTX2XZuFH/xH+OV/qAa8IvIz5ZzFljeoFWYJDmZxwWH0F14a42cx6W6KFUNIHpPuwdkAW9sjLK9TA4yXxe86S7rvGn7XeTWGkVMLS2uUV3+EDQ5O3VwBuPd11lp8/9GxEmMMJjuIDQ6pbn+Is5bs6FdP/f1ERBpSOoTFCbj7HqzPQ1CNmuxmuyCbp5btpeCVonMqa6FagoUJmP0YDNFllddfgSvPRw0XFG+TU7DOMhNOs+QWyJMnax7dGPCY55lTJ9ICpEyKAQbYd/tMhLe5wbP0ewMNPLWIyCk5B9PT8MYb8Npr0eWT1kIuB729MDREsbeXytBQ1Hy3WoX19egz1kJXFzz3HPzSL8Grr0L36eN70tnCyg7l1R9gKzsN7V3dKWPDxhhMph/nZ6nt3QZCsqPfPFVBjIhIo1xYJSguEuxPEZbWcLYKGIyfAT+LNTkOS2DSvYDF2SpBaQUOFwDw0r2keq6Q6r2Clx1RcZ2cinOO6vYH1LZvYlI5vHTfqT9bTxEogPFSeLlxXHmT8tpr5MZ/gVT3xUYeW0TkdJyLLmGb+ximbsL+ZvRnfjqKDXf1UUzl6cr2QM8ghAEUCzD5DrgQUumoEe9Tr8LFZyGvRoFyOmVXYiK8za7dpd/0453yIlKvgZqcnMmRcinW3Bo2tNzwnyWlBrwi8jPkbEBYXKJWmCYsLuPCyr0LYoyXBb+LYtng/G5Myo9qckprhIdLgMOkukj1XCbdcxUvP6ZcETkV5xwfuX1+GG6QxnDWnK7eFU5/ccwx3xjOuhybVPleuIbF8Zx3+r2yiEgjSq7Ipt1k3a1RdIc4Z/GMd68mx1Q8nIEsORyOmquyzhprdgWDR6/Xy5h3hmEzrKamcmpVV2Ui/IRtu0mf6Tt1E6x6Lo45ljVZUi7Flt3C8gnP+M/VlUclIlKvwFkWXYk79oAZd0CREBxkjUcOnx7nkzoo0xMa8qSpYdlwFRZdCRx04XPV9HDD6+GC6TrVxR8iALXCDJX113EuxMuNnfrMvp6LYyDKg/Jzo9jqHtXNt8CFpAdeUI6AiPxMlV2ZbbfJml3j0BWwzmGMIX20ezU1DxsEn+knsenWWberGOPRbboZM2cY9kbI1xHfkw5XLcOP/wim3oPh89E5/ykZz+Ds6feu5LqjfhIrM5/2QlQD3ragzO6kKB/Chz+Kij8P96J/4YfOQfqzN6O4VJaas5A9mkzyvcBo9H/XqlFy0Ot/Ah/8AJ7+Mrz4i3U1o5EOFNTg9T+FmQ9h9BJkTh+4NJj6JxyIktLGr0RNjF77z/Ct31Zimoj8TATFFarbNwlLa+AsJt1zVIz3aRDJBGUCa7DOjxoa+Vkgeic553BhkVphiqAwjZcdITP8JfyuCwpEyclu34bf/V0oFuHpp+tqzGGMwdVxEHnP8U0t/+k/RcXL//V/Xf8YIiKPELiAZbvEql2mTAkfny7TTepzCRee87E1dy+pP8PR3taAdSElV2LaTrFoFxg1Y1z0LyuJQk5mLbz9F0eNd89Brr6mzVERaJ3zq+fD+FVYm4HX/hB+5b/T5TEi8jMRljepbr1HUFoFW8Oku/Hy458tNAktQWiwePftXaO4b7R3LRMezhMczuFlhsgMvUSq54qKVeREYWWb8vpPosa7dST5QNQcEIjm1zruKfJS3VgMtd2PMX6azNArirGISOsFNZh8Gz7+SXR26qehf/TT89VjmR1q+J9eSpnrhuP6uTCILk1957tw6ydw6Vl45Vehb/ix/ijSXpxzzNs5ltwCXeTJ1BnrMMarq0gl+oyhjz723T53wgmeNS/QY3TuKiI/A4uL8Ad/AO+9BwcHMDICzzwDqc/GhsNcjiCTgZ6jd9HQffG0/X344IPoAsvz5+Hv/T345V/+whgi97O1ApW117CV7S/GSx7hXhFonbFh4+fwssPU9u6ASZEd/bpiLCLScs5ZgsIU1Z2PsJUdjPExmT6MN/TZvCZvn1oIxsuAid5RpD8dw9UOqO58SG1vAr/7HJmhV/Gzg0/op5J2Udv9hNr2TUjl8dK9dX3WeB42DOv7jDGQG8FVNqmsv445k8bP6+JTEfkZKOzA+9+DuVtQPoB8X1Qf4X9232lTGQLP/zRm3HXfu7BSgo1FWJ6GviF4/pvwzM99oa5H5H5VV2UynLiv8e7p95DmaO9aT3N7iC5n63O9bLgNvNDnaf8Z/FM2/BUROS3nHOHBHJWdD3CVbRzR5TBeZvCzuR5ehcAaHKmjvKYcHO01nLO44JDa7m1q+3fw82fIDr+Knxt9Mj+UtI1Jd8Br4QYZPIZMfWuxei+OgWjvOkqWTVfhh+EGWTyueTp3FZHWq7oKC+ECG26VClXSpOmhB9/77HrecwYCR/oBNTmhCzh0h9wNJ1ggxxnvLOe9i1+o6xG5X+AC7oYTR413++vaQzZycQyAb3z66WPHbnOXCZ7xn9PlMSLScs455lyRt+w2q7ZMiGPApBkig/E+3bsemBReYElbQ9745PHpIw0mGuOAgFt2j0/sPme9PD/nDXHR5FXrICcKDpeobPw0ukghO1xfTU6dF8fc+1ymH1vdp7L1LsbLku5/uu4xREQeJXA1Fu0Cq3aFChXSpOh+wN7Vtx7BQ/pJhEf9JKbcHRbtPGNmnAv+JTJ1xvqkw4QBvPHnUePdkQuf1nudkud5WFff3hU/FTXgXT3qJ/Gt34bu/vrGkMdOUbB25xws340KN9fmooLNs9fgIckWnucR1IIHj5XOwPA5cPbTxKGVGfjyr8O563U1fZMOMvHWfZNN/c2uGppwIJp0xi7D4iTc/D58/b/R76iItIwLK1R3Pqa2dxtna1Fyj//gDdhx4PRBBXfGGEyqG1LdOFvDVrYorXyfdN8NMkMv46V0s4o8QKEA/+7fwdYWPPdc3fObd3RTmTu69acuY2NQrUYNeJ96Kmr8KyLSIvt2j1k7w67bJkOWfgYe+p7yPA/3kH2CZ3y66aELR4UKS3aBPfa47F1h2IzoQFIebOYD+ORNGBivu/EuRGu+ehN9APC86PKY1Wl456/gl/7bqCmviEgLOBtQ3b1NbfcjXFDCyw4dNdX9ok+bxXzxXRbtXfOQyuNsgK3uUFn9EWHfMpmhV/DSKgKQL3I2oLL5Nrayc9S8qP69K9BQbNhLdWGdpbbzEX5ulFT3hbrHEBF5qO0VePevouYKue7oLMp/8JH6ifsEPwUDY1HT3lIhaua7Ng+v/Apc/5L2BfJAO26bJbtAjlzdjXfh09hwvY4b8O65XWbCKZ73X1STBRFpnSCAv/kb+MM/hLU1uHQJrl596PlXFBt+SFFAX1/0T60WNfP9nd+Bmzfht387asYr8jnOWaqb7xKW1vG6ztTdANfzGisCBaImIZkBgr0J/NwY6b7rdY8hIvIwtrofXch2MIMzKbzcKMZ78N71/tiw53/2PWiMh8n04dK9EJYJCrPY8gbpwZdJ993AaO8qDxCWN6huvw9+pu7GuxAVgQYNFIEaYyA7gi2tUdl4i/z5vx015BIRaQVrYebDqH5mZxX6x2HwzMP3ruaEOFw2D6MXwYawtxkV9i3fha/8RlSrI/I5zjkWwjl23DZ9pq+uxrtw/7lr/fOrb1L0uh7W3Ro9tpcL/sW6xxAReRhbO6S6fZPa/h0wBi87jPfQvet9Fzh/jjEeJt0L6V5cWCE8XKJU3iI9+AKZgecwnpqvyRftuCo/CTcB6m68C0cXxzSSMwwMk2GVCj8ONxkxWfrUIFBEWsQ5x7bbYs7OULAF8ibPwCNqch62T/BNil56cc5RpnRU57PLFe8q/d7Az/CnkHa2bBfZdBv0mr6684qOz2nrbW4PUQ1ZH31suk26wnmu+NdUNyYiLVN0Ae+EO3zo9ghxjJgsmYfE58wJOSTGGHpJ02vSVFzIsivx5+EyL5sBvuIPklM+pjyADYpUtt6GsBqd+TdQk9PI3ArgZfqwlW2q2+/i5Ybxs0MNjSMi8nnOOfbcLnNH+8wc2RP3rlEc7mF7V58eenDOUaHMgptnL9zlsneVQTOkfYE82N134c47MHSu7sa78IhcgBM/6Ef9JFam4L3vwc//ZtRjQmJL/+u0s6AGb/8lfO/fw9Zy1P26d+ihjXch2tA96CDyc18UNfEdvwqbi/C934ua+4YPadornWtrBT74AeR7P725vU4NTzgAqXTUOGniLViYaGwMEZHPCctblJb/mur2e+Cl8XJjD228Cyc3MLqf8dJ4+TFMKk9t9yNKy98lLK229NklAZyDP/5juH07anzbwIb/+HfyoYXJj3L+POztwe//PpTLjY0hInIf6ywL4Rwfhx+ya3fopY8u03ViUNMzj250aowhZ3L0mwFKrsgnwS2mwjsETntX+ZzCdhSo9NPQVX8BKDRxcQxEAdOh8zBzE6ZuNjaGiMjn2OoepZXvUd18CzB4+TMPbbwLgInmzocdRt77Mi+FnxvFpHup7U1QWv4uweFCax9eEqG6+wnh4SJebqTu5kXwaSJto7FhL90DzlLZehcXaO8qIi3gHEy8CX/5/4PZWzB8Pmqu8JDGu3DKfYIx0NUHZ65D+TC6xfhH/zeUDlv8A0i7q7kqc3YGiyVnGmse5Hmm4URaYwy9po8dt8WyXWpoDBGRL9jehn/8j+Ff/IvozOmll2Bg4MTzL3OK2DDpdNTA99IleO01+N/+N/jRj6L5XOQ+QWGK4GAGLzfc0N7103PXBveuqTzOpKhuv4+tFRoaQ0Tk82qFGUpL36FWuIvJDODnhh/aeBfui8Od8C47vqDNy5/B2ZDKxk8pr34fWzto+fNLe3O2RmXzXVxYxqT7Gxqj0YtjIPpd9XKjhOV1qtsfNp4bJSJyv0oRfvyf4Yd/AIf7USy3u+/EvWtU0P6Id5Dnw+A4jFyI6hy+86/h1uvau8oXbLstVt0yXXQ1dCmaZxq/OAYgZdJkSLNo5zlw2ruKSGsEh0uUlr9Lbfc2Jt0b5SKdsHc9dU2On8XLj4PxqG6+TWn5r7GV3VY+uiRA6Byvh1vsuhqj1H/hKZzcsPJRjDGMk2XDVXkj3G54HBGR+4UuYDq8y+3gY4quSL/pJ2dyJ9bkGPPoHBJjDHnTRR997Ns9Pg4/ZD6cbbxuQhJr3+6xZBfJkiNlHr6uexhjorymRveuvvHJk2fFLbPndhsaQ0Tk81ZsiT8Jl3nLbdOFzzmTf2jjXbj/EqyT32VZ43Pe5Mnh86bb5k/CZVad6h3ks5xzVLdvYsubmNxIQw0km7k4BsBkBrG1A6pb7+Js2PA4IiLHrLPM2VluhR+xb/fpp4/8o/pJnOJdFvWTyNNPPwfugNvhx8yEU4RO7y75nJ11eP/7kOmCXHdDQ5wqF+Bh/FRUh3b3PZj7uLEx5LFR8912VavAT/8sanya7Y66Xp9Q/HmsrqRFPxWNm+2Gm38Dr/9p9H1FIGr+/M53obgP/aMND9PUhANRcptz8O5fQVHJPiLSnLC0Rnn1B4SlNbzcGF6695HBKs/UV3Dnpbrx8uPY8hbl1R8SHC42/dySIB98AN/5Dpw7FxUON+C0yWcPZQw89RS8/z78xV80NoaIyBHrLLPhDLN2Bg9Dv+k/VZGAd8JNZV/4WuPRZ/rImSxLbpE74QQ1V2v20SUprIX3/hp21mDobMPDNHVxDECuC1JZeP9vYH+r8XFERICwsk1p9QeEhwt4uRG8TP+pEi3qaSR+3GjBVvcpr75GrTDd7GNLgoTlTWq7H2FSXRivub1rM7FhkxvGljeo7HygJgsi0hxr4cMfRmehNoSz1yDz6Oande0TPA+Gz0VnapPvwI/+AA73mnxwSQrnHPPhPPtun14auzQGmk+k9Y1PhixLdoGC2294HBERANbW4J/8k6g57pUrcPnyqS6drCuvqacHXnwRDg+jBr9/+ZdqYiT32Oo+1a2bOC918oVFJ2j24hgALzuIre5S3Xqv4Sa+IiIQ7RtqexNU1n6MDUt4+bOner/Vk0NijMHLDuJlhggOZimv/gBb1d5VPlXdvU1YXDpqbF9/AShEe9dGL46JPu9j0n3U9iYIi8sNjyMiAkS1Bz/6v+GTN6PY7cj5KJb7CKaeZjHpLJy5Bg5448/h/e9FcWgRoOoqzNkZHJA1jTcHBJqaX/N0UXVV5sIZFSqLSNOCwizltR/hqnt4XWfwUvlHfsbUUZNjjMHL9EUXcxSXKK39gLC82fRzS3J84va56w4YM9mG967eaS4KfMTnR02GT9w+d5wuNxKR5gSuxp1wkiW3QNZk6TN99+pZT1LPuatvfPpMHz4+s3aGmXBKDXjlnsAFzNoZaq5GjsYuFIdozddMU/qcyRESMmunVTMmIk2bt0X+MlxlzVa4QBe95tE1EV6dOSR9Js05cqzYMn8ZrLJoi009syRLeDhPbf8OJjPQ0IXicJTH7lx0/tCAKD9ghOBwgdr+ZGODiIgcCV3IdDjFvJ0lhU+/1493mn4Sxpy+V5Px6Df9ZMiw4OaZCicJXNDso0tShAG891dQ2IkuyW1QXbkAD5LvjfLl3/ueasZiTs1321EYwBvfhk/eiDpd9wyc+qPR4rnOf7l7BqLv88kb0fcNNekIMH8bFidg+MKpCqQepukJB6JEt83FqOu7iEiDwvIG5bXXsLV9vPz4iTdr36+RRqfG+Hj5cVxQprL+YwIVAghETT7+5E+gUoGRkYaHOU4QaqrxUC4Hw8PwX/4LbGw0Po6IdLTjxruLbp4cuUfeTna/RprFZEyWXnpZd2vcVcBUjq1Ow8yHUZOrUxRIPYzxTHMXxwAMnYHd9Si+IiLSIFvdpbz2I2x5Ey9/pq7Gp/UWtBvj4eVGcYRU1n9KrTDTyCNLwjjnqO3ewgVFTLqv4XE8L1oXNnXTtomaLAT7d7CV7YbHEZEO5xx89Fp04WS+N0qyOPXe1YCrMw6X64axy9E522t/CCUV2gkccsCaWyFP/lQFUg8TJZ81t3fNk6fqKiyFC2puLyKN29qCf/7Po0snn3sOurtP/dG6mu9GH4CrV6OzrX/zb+C731UDXgGgtjeBre3hZYYaHsPc27s2cXGM8fCyQ9QKs4Sl1YbHEREJ9u9S2XgTjI+fGzn1uetxHK6ecy7jZ/By44Sl1SgeXSs09MySLLZ2QG33dlOXskED670HjZHuARdQ3flIze1FpHHlQ/jxf4aZj2DsUhS7PaW6a3KMgYEx6O6Piuxu/kB7VwFgza5ScAV66Gl4jFZcHGOMocf0sO222HJqYCkijQsO5imvv46zNUxu9NTNYxqqyfFS0cXi5W3Ka68RVnYaemZJlrILeTfcJYNH7hTNPR6m2YtjALpMCg/DO3aHmvauItKg0AXcDe+w5lbppqeuSzuimpw64sLGkDd5usiz5BaYCafVgFcA2HQb7Lodek1vw43toTWx4V562Hd7bLj1psYRkc62aIv8VbhGgYDzJodfT84w9Z27pozHeZNjnxrfDddYtqWGnlmSxdmQ6s6HGAdeqqvhcTzPgHNN5foaP4PxstR2PsIG+v0UkcZYZ5kJp1l2i3TRRc48+kK2Y43sE7ImSw89rLgVpsI7ulhSIouTMHcr6ifRzN61kf6cnzd8DraWYeLt5saRnyk13203zkUJNxNvwtDZupJ8oIlmMbnuqAHvxJvRbdtK9ulszsHU+9FEk2nshu1jLZlwPD/6Hb37HlTLzY0lIh3J1gqU136MrRXwcmN1HQIdf229BXfGGExuJGrAu/YTQjWJkYkJ+OQTuHixqWEaST57oDNnosa7b2tDJyKNWbZLLLl58uTrSvKB+m4qu1/KpO414J0Jp9QkRmD6QwhqdcdPPs/zWrB3NR70DkaFW8X95sYSkY7kgnK0dy1vRpfG1NmYzTMmutW4DsYY/OwwzlkqG28QFtUkptO56h7B4SIm09dUEu3x72+zjRFMqhsXlgkO5poaR0Q62NT70e3G+V7ora8x2704XL3vsnTmqAHvJ/D6n+jiU2Ez3CRwNbI0d+5ab+HUA8cwhrzpYsftUKLY1Fgi0qHKZfid34EPP4wa72YydX3cNNpI/Px56OqCf/fv4K236v+8JIoNigQHM5hUT9MFoNCCvaufAxcS6GIjEWlQcLhAZfMtMD5edqCuzzYahzNedLF4WFqnvPYTXFit6/OSPMHhPC44wKR7mxqnkbOKBzGZAcLyGrasJgsi0oAwgJ/+GczeihrvpuvMa/K8xmpyegajBrw3/wbuvFP/5yVRQhew7tbIkG7qUrZ7eexNzq8pkwIMG3ZNOXci0pCwtE5l43Wcq+Flh+uKy3kNXoJljIeXH8NWtqmsvYYNdLbV6WbdIdtUGaK+s4nPi3KGm58Ph8mw6SrMO/1uikj9nHPMhNOsuVV66CFt6rsQq9GanIzJ0kUXS26BJbtQ9+clWayzrNtVPDz8JhrbQ7Tma7a5vWd8fFKs21U1hxaRhmy5Cn8drnNIwFlyde5dG8sZNsZwlhwFF/DX4To7TueunS4srRCWNzHZ/qbGuXcxW7N5TZl+bK1AeKi1n4g0ZtHO32u8mzF15gw3WP+QNml66GHVrTAXzuhsq9M5B9M3o//Onr7584M0nAvwmUF86OqLnqmi2HBcpZ70A0idlqfg9uvQO9xQ45imboXK90BYg1uvw5lrcP6pxsaR9re5CKsz0DfS0MdLlSo/vnWXhc0d3vrgY/x0muHhW7xy7SJ//5uvNvZMfSPRcy3dhasvNjaGiHQk5yzVrfewlS28/Jn6i+/M0a3GDQSmjDGQG8WWVqluvkvu7LcwnpZnHev116OC5J6ehj5eqtX48cICn6ys8P7cHN+t1Uin07xy5gx//9ln6x/Q86Jn+f734dd+re7iaBHpbAVXYNHOkyZTd+NdON67NhaYSpkU3a6bNbfKgBtk1Iw1NI4kwP4WzN+uu4HWsfv3ru/e+oTQOsbevdvc3rVnCFanoyZbz/5cY2OISEdyzlHZ+YCwtNpQ411oLjbsZYew5XUqW++Qz/46xm+uMZy0r9rBHC4o4WUGGvp8qVTh9bdvMT2zxDvvfchf/2SKbC7Ly89f4+/+Vz9f93jGGEyqi6AwTWbw+aihkYjIae1vRZeeeinoG67748fF8NZafK/O4oJUBkYvRJdznL0Gz32j7u8vyVBzNTbcGhmTbag5YLlU5v2f3GR1YZVbH9ymXCrz+tnXeeZLz/Crv/krDT1ThgxFd8im3eCS39xlNiLSgf7iL+Cdd+CZZyBdXwEoNJnXdOEC3LkD/9f/Bdevw3D987skQ3i4gK0d4OXHG/r88d51fmGNN956j+/8aJKu7q6G964AJt1DcDiPrb6El+lraAwR6Uw2KFLZehdsgJcfrfvzzVzgbIyPlxslLC5S3f2Y7HCD52PS9pwNqO3fBS/b0PnE8dy6uLzBrU+m2Nvb47uvTTY3t/pZqATUCnP4+TMNjSEiHWzqfZj5AEbO1d14F8B4Bhs2uHftHYJaJYpNj16CQeU1daodt82hO6SXxhrb3x8bfuv1t3mj9036+nqbig3nybPrdjmgQC/au4rI6TlbpbL1LjYo4uXG6z7zauYC56gB7zhhaZXq9k2yo99o6kIuaV/WOT6xBTzAb/B3oFIqMfGTt7nzwS1mPplg+XtvAnD1S8/zc7/5X9U9Xtp4YOETW+Ca6dbvpojUZcttsmpX6DZddTfeheZqcjImS+hCFu0C/WaAPq+5xnDSvvbdHvt2ny7TWPOi+/eu7775HrlsjsHBgab3rgeuwK7bYcgoJ0BETi90jp+G2+y4KhdMvu71+f05w/U6bsC76Eq8Hm7xd/wzDe9bpP0FBzPgHMZrrG/D8dnrJxMzfPjxBD98ax7P95qoyfHAS1ErTJHqe6qh82AR6Vx7dpdFu0CWbN2Nd6Hxi2MgasDb5bpYcUv0uwGGTWN98CQBdlajnoMN1IXBZ/tJvP3RLYznM/LWJ032QhyG9XlYnITrrzQ2hvxMacXTTsqH8O53IahBz0BDQ3jGa+7Wip5BqNXg3b9SV+1ONvsxVEoNNYAG2Dss8dqtu8ytbxE425rbA1JpwETJcLqNQETqEBRmCArTeNmhhoNBzRSBGmPwssMEhwvU9icbGkMSYGsL3ngDxhpPpN6rVHhtfp7FQoGgVXPhuXMwOwsfftia8USkI4QuZDacpuoq5GkswcIcza2Nvs4yJoMB5sJZyq7c2CDS/uZvQ3EPuhtL9rp/7xpa15q9q+dBOgd334UwaH48EekYYXGJYG8Ck+7HmDqb+x0xnodrcu8allap7nzc0BjS/lxYJShMYVL1J5sd2ysc8vpbH7O0skkQhi2ZX026F1vbJzhcbHosEekgNozOO/c2YKixBi3HDYwavtU4k4/O2m7+AHbWGhtD2t6226JEiRyNNZA/2DvgvR+/x8r8CrZVc6sxZEyWdbtG4LR3FZE63LkDf/qnMDICucbea0013wW4dg2mp+E//SfljnQo5+xRc8B0w+f/x3vXxeWN1u1dU924oEhwuND0WCLSOZxzVLc/xJY3MbnGigM8L4rjNdpkwXgpTLqX2u5twtJqQ2NI+wtLK7jKdsMN5I/n1oWldcKwRTnDHDW3P5jF1g5bMp6IdIi9DXj/b6LcjWxXQ0N4XpM1OYNnoLAN7/2Vckc6lHOOdbuGweA3eP7/s4gNp0kTuICNcKPpsUSks1R3bhEWl/GyIw3lkzRzcQxETWJMZoDa/h1Cxd861pors+xKDNJY8yKA4l6B2z9+i93lVcJa0JJzhgGTZsEV2aTa9Fgi0jkqrsKcnQUTNcJthGny3DVHnpqrMWtnlDvSwTbsBhZLqoEG0PD5vWtrYsMpk8I6x4Zdb3osEekst9w+d12BMZNtaO96/JlGc4Y9YxgzWe64Az5x+w2NIe3PVvcIDhYx6cYuZYNPz16XV7daltfkpfsJSxuEJeWzi8jpBS5g1s4QurDhWohmc4azJosD5uwMVVdpeBxpc3O3oHQI+cbm159JPwk/Ff1z9z3ls8eUmu+2kw9/BGtzMHKh4SGaLlIBGL0AazPw4WvNjSPtyTlYvgu5HmiwwYLve1weG+YXn3+K586N4WjRBNEzABuLUFZjaBE5HVs7oLr9Ps6kMH5jmzmIAp62icWu8TOYVI7q9oeElZ2Gx5E2NjMD29tRMXKDfGO43N/PN8+f56mentZs6HI5CIKoSFlE5JRW7DI7bote09dwU7Z7DYyaeJf10MuhO2A+nG1Z8Z60meWpqFiqwQYLn9m7nh9r3e9R7yDsbkSFVCIip+DCMpWtd8FZvHRjl2FB87Hhe00W9m4TFtVkoRPZ6g62doBJ9zQ8hu/7XDw/xje+9jzXL4+3JDYcNaQ2hCUl0opIHaZuwswHMHSu4T2DudfAqImz14ExONiBd76rJgsdat/ugYsu0W2E5/ucvXSWV3/hVa49f61le9ccOcquTNGpgZGInFKlAr//+7C/D2caa2wP0d61qXeZ78Ply/D978NbbzU+jrQtV9vHVnfxUo3HUI73rj//cy9Ee9cWNbfHSxOWlpseS0Q6R1hcpLY/gcn0N3WhODS3dzWpHpytUNl6D2fVKKYTheVNnAsxXmMNFo7n1m9+7QVeeOZiy2pKjpvb28pWawYUkeSzNrqUbX8LBscbHsYzTdbkGAPD52H2o6jYTjpOQI19t0+WxppowWdjw5duXGrRuashY9LssqN8OxE5tbC8QW33FibVjfFSDY1hmrw4BsBLdWEcVLbewwaqK+xE61SoYsk32Ngeovl19NJ5rn/9FUafutySitcufMqErLtyC0YTkU7gnGMhnOPA7tND47ma0blrE3FhY+g1vey6bZbtUsPjSPuyzrLndsiYxhvb3793vfzMpZbtNbMmy57bJVRjaBE5pW1X5a1wmxw+2Qb3DMaY5pvbG58sHm+G2+w6nbt2orCyhQtLmFRjlwPCp2evP/eVZ1tXk+NnwAU6dxWRuizZRXbdDj2mp+F+EtHc2tx7rIceCnafhVAXs3Wke70Qu1rTC7GV/SR6BmBrBYq6eCGO1Hy3XRS2o8Sa3qGoo3WDjGcavknlHj8FPUNw5x0oqEFgxzncg8P9aMJp0Gh/L//T3/4Ffv3V5xnvb1FzQIhun68UYV83bYvI6dQK01HhXXawqXFa0dzepPtxwQHB/t2mxpE2tbISber8xhN9Rru7+Z9efZVfu3qV0Wy2dfNrPg939XspIqdTczVW7BJpMvjNJC8eBbdsk8k+XaaLTbfBIQcNjyNtqlaBnbVon9ig+/euZwZ7W3dxTCYP1VJUzCUicgrBwTy2vInJDTc1TrMXx8BRk4WwSm1/UsV2HchW98EFYBo/oxgd7ucf/fZv8Ku/+CrDg62LDRs/S1jZ0O+liJxOGMAnb4CXbuq8614Doyb2rveaLCxOwNps4+NIW3LOUaBAuom5dWh0kL//P/4m3/i1rzN8Zrhlc6GHhzUhRVScLCKndPMmfPQRXL/ecPIiRHHdpi8VHxiIzt3+8i+jxkrSUWx1HxdWwW+8gdG9vesvfZmRodbFhqO96y7O1loynogkm3OO2u4nGGebaih+3LS32SYLXnaEsLhKcKgmC53IljejOEqD7s2tf+tVzowNtS4ubDzAYWsqUhGRU1qfh/lPYOhsw5eywVEDo2ZrcrL56ELp2z+FmposdJqSKxG4gDSNz6/3x4YHRwdbNr+mSVNxZSpUWjKeiCRfbW8SF5Yx6d6Gx2jFxTEAJjeMrWwSHsw3NY60py1bwdD4+QRA/+gwv/o//jbP//I36R5uzfxqjAEHO7rQSEROqUSRDbdOl+lq+CJnOMoZbnJu9Y1PhgyrdpmqGgR2nDIlqlRbtncdGm9dbDhNiho1SpRaMp6IJN9EuM+uqzFM4w3F4aifRJPvshEy7LoaE7bQ1DjSnmx1D6DhJpXw6dnrL3/z5ZbW5GB8Nd8VkVOruAprdoUs2eb6SRz1amrmVeYZj7zpYt2tUnSqfeg45SLs77Sun8RAb+t7Ie6pF2IcNV7FJY/X/CdR09Oz1+r+6OzaJv/6r34CwH5hn+3tbf56/tOmud966Rm+9fIz9Q3aMwir07DwCTz/zbqfSdrY/mb0Uu8daslwxosOEFsilYawBntbMH6lRYOKSFI5WyUoTGH8/L1Ck3rMLazx7/7guwAsLi7R3d3F4OCnTXz/1jdf5pe++fKpxzPGYFI9BAczpAdfwGvixippQzMzkGrN0vw44Nq621R6YGEBymXI5Vozpogk1rbbokSJPvrq/uzS7DJ/8m/+BIDDYpGN9Q0++puP8f1onv7qL3+Vr/3yV+saM0OGoiuyZTfp8RtP7JU2tL8FlVLr9q7Ga93c6nlR84+9zdaMJyKJ5pylVpgCL4Vp4CDy/r3r6soqqXSKkZE37/19Q3vXTC/B4SKZ6h4mO1D3M0n7stVdwDSV6HPMeMd716aHivhZXK2ICw4x6Z4WDSoiibU8BZtLMHi27o/ef+5aqVRYWVnhOzObZDJRQm5D567ZfNQQePpDOPdU3c8k7atChYorN1Wkcj/PmBY2MDJgDUV7qCudReTRnIMf/Sj6vxs4S5rd3eVfv/8+AOvr61hrObP1aSL/t65c4VtXrtQ36PnzMDEBk5Pw7LN1P5O0r6j5nmsoB+BBjNe62LDxsrhaAVvdx2/ykiURST5b2SQsrWHS9Z+73h8XDoKQxcUFvvvju+Tz0Txdb1wYwHgpjDEEhSlSPVdaEiOU9uBsjbC6i2misf39jPFaGBhGRaAiUp/ZjyCoQq7+xvb3x4a3trcol8qc/+TTpvQNxYb7R2BrCZbvwuXn634maV9FilgT4rUo+BrV5LRmfk2RpuTKlFyJnFHOsIiczFb3CQ7mMeneuveJ9+9dnYO5uVlGRj6hpyfK+Who72o88DLUCndJ9T2N8Rpv+iDtxTnHKhXyLZpbvXuXGbVmfs0aj1XKLRlLRJJv025QdRW6zOCjv/hz7q/J2d3bY39vn/e/e/Pe3zdSk5Mjzz77bLstzpj6c62kfZVciYCAbhq/IPB+BtOyS099UoSElFyJHqNaMRE5WdEFTLgCvSZV9951fXaBv/k3f3Dv/1+Yn+d2fz/9/f0AvPDL3+TFX66v35Ixhm58PrEFvuQNkGuiYaG0n+jS09b0k/BaXJNj/AxhZQvnwobq10Sks2y7LcqU6Geg7s/ev3c9ODhgc3OLWz+4zfE03cjeNUuWXXbZsht0+ZfrfiZpY/sbUDmMLuBthRbW5OCnwIZRL0TVisWOyqTaQa0Kd9+NOlk3WRhgiBqdNh2c8rzoee68C0GtubGkvextRS91v0UbulY2MDpeRe2tt2Y8EUm04HAJW91r6obtY6ZFOYsm3YOtHRAeLjQ/mLSPMITpaehtzUHf8c3vLZtfe3uhUIDV1daMJyKJ5Zxj3a7h4TV1wzbc10i8yb2rMYasybBu16g57V07yv4W1MqQaU0RiDEtvDgGokPSreUWDigiSRWW1ghLG3jp/uYHa9HBj/G7cGGJ2sFc888kbSUsb4LfouaAR3vXVmX6GD+Ls5WjJksiIo8w8wE4C5kmm8YcHUu1JA7XOwTzt6O9jHSMkisRuIBUi5rvGs+jlZvXlPE5oNCy8UQkwebm4MMP4cyZpodqWSO/3l4oleD111sznrQNW9mGFhaAeJjW9Qf0Mjhb095VRE4lOJjD2Sr4zZ11mRbuXU26j7C4iq3ogslOYmv7EFYwXuvOXR3uZ1AEalszoIgk18Fu1Hy3p/7mRZ/XsmYxqUwUzpu+2drG5BJ7JVsE15pLT+H4YraWDBXV9xhHmWJrBhSRRAsO53FhEZNqriHb8duwFe8yL9NHWN4kLK00P5i0jQMCDlyNHK2JDR9fKt6qCTaHz66rUXJhS8YTkeQKXMC6XSNjsk3vF6LPN/8e84yHh8e6XcUqBtdRSq4ErnVn+K28OMYcFXSXnPauIvJos67ILjX6W5Gn2aKanAEy7FJj1h02/0zSNpwNWnrpaetrcnK4oISrHbRkPBFJLuss63YVH7/5/cJxP4km32XGGDKkWXdrBC5o7pmkvexvQxi0rubVtO7iGCDqF7qz1rrxpGVa0z1TfrbWZmF7FYbONT3Ur718g8LmOl//ua/fu8Wivzvf2GB9w7C9Ej3f+aebfjZpE7XW3rJpWtntHaIGRiUFGUTk0cKDOQxgWnA71De/coPLl85x9erVe3/W11t/AlF003aKWmGaVN+N1hWXSrxVKlAuQybTkuFa3nw3k4FqFYo6jBSRkx1QYN/tkafBPeZ9vvFrX2dte51XX32FXDY6TOrp72lorOObtnfcNmNmvOlnkzZRLQPm04riJnlei/euqTSUtXcVkUcLDubBBRi/+f3Cz3/1GcZGB7hx48a9P2ts72owfp7gYJrM4Ast2VdLe3C21LIbrI8va2jV/GqMHzXStNWWjCciCba/DYt3oGeo6aH+zpefZ224ixdefIG+nuhirYbPXbv7YWUaFifh+W82/WzSHkICnHFNX2J0zLSwwQKAh08Vza0icgrvvw97e3D5ctND/dK5c/Q4x0svvXTvz/qzDRYcjI7CG2/Ab/0W9LfgUhtpCzYstbT5bsuLQDFgdVmgiJzMhRWCwgwm1dV07tBvfOurLMwNcuPGDYaGo71wI3FhAPwcrrpDcLiAnxtt6rmkjYQ1nAswXotiwy1uYIRJ4cIa2ABacJYiIgm2NAmHezB+9dFf+wi/8uJTmGqZL7/66r0/a6omZ3kK9jZgYKzpZ5P2UKWK18IccWO81uY1OVSYLCKP5FxIrTAFfq75veuvfpX5mX4uXb7MmaNL3hrduxovA84RHMyT6r7Q1HNJ+6hiCXGkaFXO8FFeU4uaLKQwVLFUseRb1CBYRJJp1+1QokgvfU2P9bVvfZVCqcDXv/5z9/6s0ZqcLvLs230K3j79ZqDpZ5P2EBDQykvAPa/Fe1cMNadzVxF5tAm7TwqD3+Te9dW/8ysMri4xPDLCpYsXAejq721oLN8YPAeT9oBnvebnfWkPzlbBBeC15kzTtLgmB+PjXIhTXpOIPELB7VOwBbpMV9Njff3Xfo7N3S2+9tWvkEpFNarN9JM4cAX23C7DZqTpZ5M2US1FvSRadnGM18qtMPgpKKuxfRypKr4d7K6DDSHd/AJ6bKCPruohF0YG7k04DUtno+faXVfz3U4Stu6GzWq1yt7+HqVSiUql0ppBjYFQmzkROZmzAWF5A/zmmwMCDA32cWZ0gIvnm098NakubHUPF5YwqeY3m9IGggCshXRrblLZ2dmhXC5TsJZcLtf8gL4fPV9N86uInKzoDgkJSbUg1DA8PkwtVWP8/BhdXc3Nh57xwDoO7SG0ppeNtAPbur1rEATs7uxSrpQplUqtGdQYqKmBkYiczDlHWF7D+C1Y1wMjw32MjfS3bO/qagfYWgE/O9iCp5O4c85Fe8MWLah2d3epVKvsFwrkm1zv3c8527KxRCShdtehdADjV5oe6sxAP+x0c36on8GBJufDo4vZ2Fpu+rmkfVhaN2+FoWV3d5dqtcphsdiSHkaG6GZ655wuCxSRk33yCXR1tSRxcTSfp89aLrWiWe7QEExPw+Kimu92Ehu0bN46KBQolcsUDgp09zSW0P0FJmpMIiJyElvdwwYlvOxA02ONjw5ROdzg7PggY+PNxYaNMeBlCEsbTT+XtA+HPWqU2/z86qxjZ2eHoBZwcNCiwhJz1ChfsWEReZSt1aM4bPNnXaP9PXhlj0tjw80/V74H9jZhV813O0kUG27N3rVYLHJweMjh4QF9fa1q1OGwLa0qFZEkcrUDXO0ArwU1L2Mjg1QOBzk7NsiFVuQ1+TnC8hrO2XuNaCTZwmj3imnF3tU5Nje3qFQqFAsHDAwMND2mh8HiCDW/isgjFN0hzrl7TcCbMTQ2hF/0OXPxbNPHuCmTxnJIkSL9DDT9bNIebAtjruVKhcL+PsViiWq1NXU0xrQ290pEkqnkQrZcle4W1LsOjI8wYGr0Dw8zeul80+N1k2LDlam4kGwLL5mWGHPRuWsr9q442N7ZjubYQoFMphUNfY/PXZXXJCInO+QQaywp04J+EqND2Ixl7MI42SbfZb7xcTbaWw+j5rsdo4W9EGu1Gnu7US/EcrncmkGNB4F6NcWRmu+2g60V8FqzWfr2O7eYXVjkx6sHXBob5heee4prZ0cbH9D40fNJ52hB0N7hWF1ZZWpqCufA931WVlZY6M1SLj/XfKNAHYyLyCPY2h4urGDSrSmQ++FPb/G91z7m7LmbnDszzDe/+jxXL59taCzjZbG1A2x1ryWJSNIGjufWJrshVCoV7ty5w+bmJj09PZTX11laWuJKLtdccwTnotPIFqwBRCTZirYIDozX/OHPD//sR8xMzXD7R7e5cPUCr/78K1y4dqHh8XyT4oD9pp9L2olpukbF4djc2OTOnTvUagHpVJq1tTXmerIcfukG3V3dzQwOvuZWETmZC4q42iH42ZaM9zc//ohiscyFi7eb3rviZXC2iqvtgZrvdo7jJgZNCGoBU9NTrK6s0JXvIqjVWFpa5NLZQay1LUgaV2NAEXmEvY3oXdaCWNcfv/EBE3enuDC3xdMXzzV/7prrgo3F6DKRFp0NS7xFCbTNF1ju7OwwOTlJqVgkm82wsb7B7OwMhcJX6e3tbcEzioicoFKB+Xlo8n1z7LtLS2wXCvxVucz53l5+4dIlrg02uO/MZKJLMFdW4IUXWvJ80g5M07NrGIbMzs6yuLhINpPBWsvS0hIXzvQThiG+38RazWl+FZFHs7U9cAG0oEjlT/7yJ9y6PcHZn05x4+krzcWFAeNnsdXdKO+qRbFraQMtaGxf2N9nYnKSvb09srksW9tbTE1NsbvzPAODA40P7CA6G9b8KiIncA425iGTb8lwf/H+BKsbm/xwcY/zIwPNxYaNB7godi0doxWxYWsd8wvzzM/NkUpF+9Tl5SWGV4aoBQHpVDNrSe1cReTRbG0fF1YxmYGmx/qjb/+Yick7DA/e4rnnrrdk7+qCEi44xKRbE7uWeDP3Ztfm5tfD4iETE5Ps7+3R09vLyt4exWKRkWuXmqrJcfc9o4jISQqugN+i5ns//oufsDS/xN03phg/P9Z0TQ4OivYQVALRMVoxbznnWFpeZmZ6BjB4nsfy8gpDS0NUqtWmm2tpdhWRR9lxVcouZMQ0f6750//8bWbuTNHV083Syy/y7M9/lfFrlxseL4fHjquxQ40zKGe4MxiO85qamcHK5TJ37txhe2uL3p4eDotLlMtlLl8YoenBj55RROQkh/awBe+byI++/RpzM/NM/HiCc5fPNb139YxHwRWafzBpHy2od3U41tbWmLo7FeUIp3xWV1eZ78lSeuVZ8vkm8gycUy/EmFLz3bizIWwuQrY1zfcOK1Wsc5QqVaZWNphe3eA3v/4Kr1y/1NiAuS7YXFIRaCdp8n/nYqnI5MQku7u7nDlzhpeHz7BU9Tg4OODw4JA333yTCxcucOnyJVJ+A68oayGVbuoZRST5bHUfZ6sYrxW3OEGpVMXzPSqVKjNzK8zOr/Lf/MY3+NIL1+sey3gpcBZX2wcaTxiSNpJKge9Hc1gDnHOsrKwwNTWF7/s8//zzdNdqzNy+zc7ODsvLy7z99ttcv36doaGh+r9BGEbNSNKaX0XkZAX2SbUo0ad0WMJaS6VcZXF6kaWZJb71d7/Fs68809B4adIUXZHA1UgZvc86gp9qKlhaqVSYvDPJ1uYWIyMjvPjiCEuBR/GwSLlS5u233ubsubNcuXKFTLqBNaWz4Ot3UUROZmt7OFvBa1ERSKlcJQxta/auR4UEtqrm9p3CGBNdxueqjQ3gYGNjnTt37+Ks5caNZ+gdOMfieond3V1W11Z56623uH7tGiMjo3UfwLujed/o1ncReZStlSgW1wIH5QrWOcrVWmvOXbNdUCrAwS70DbfkGSXevKOKpEYLNWu1GnenplhbXWNwcIDnnn+ewsoBpVKJMAh55513GR8f4+q1a+Sy9SePOxye8Ru/2E1EOsPKChQKcOZMS4YrBgGhtZSDgKmdHaZ3dvjNZ5/llUbHNyZqDiwdw3jpKP7aoJ3tbSYnJ6lWq1y7do2e/rMsbZTZ29tjc3OTN998k6tXrjJ+ZrzxOVJ7VxF5BFvZBUxL1uIHhyWcdZTLzceF4bj57h62to/vN3EBjbSNKOZqovm1gWKQMAiZmZ1haWmJnp4enn32OdZ2AirlCsYYbt58n+GREa5fu0a+q5FceRut+VSoIiInOdyL/sm1pianWKkRhpZyrUWxYT8d1eRIx/DxmmoOuLe/z+TEBMViiYuXLjKYG2JvcZ/9wj47O7u8+cYbXLp8mfPnzuN5ja0pPXXUEpFHsNU9wGFasBY/OCxGe9dqa/au+FlcbQ9b3WtZ3pXEm99ka3trLXPz88zPz5PL5XjllVfY7BnkcGqRnZ0d5ufnuHnzJtefuk5vT/2/Uw6HAVJqYCQiJwhdwKE7IEVragzKh+WoJqdUaUlNTsqkKLDfVDNyaS9ek2eaB4eHTE5Msr+/z7nz5+jP9LG/XKBQKLC/X+DNN97g4sWLXLx4saHLT51zTT+jiCTfDlUC41qyFi8VDnHOUStXWJ2eY21mnq/93d/g6iuNXQiewaNmLDuuyhmTa/r5pA0Y7+hC0cb7SSwtLTEzM0M6leLFF1+id3CLueUDdnZ2WFxc5N133+H69afoH+hv4Dscn7tqfhWRh3POUWCfdAsuFAcoHe9dy63Zu6ZJcegOCF3YssttJOb8FM10gi6VS0xOTrKzvcPY+BgvDY6xFHgcHhxSLJV48603OX/+PJcvXybdSE9DZyHVmt5m0lpqvht3h3tQPoRcd8NDGGO4Oj7CcxfP4ruADz78mMNsD5uFIs7BX7zzMc9fOkcm3cCvQyYPpQM43IfewYafUdpIV1/0384dbexOxzrLwvwCc3Nz+Kk02ZEz2K4+NlY2MMbQ29vL2Ogg5XSW125+xNjsLC8/+yxnz56tLxDvQhUki8gjudoBzRapGAOXL57h2acusr6+TFAL2dyrsbK2hXOO737/HZ57+hKZTGMHnmF1v0VHpRJ72SwMDcFS/cnTh4eHTE5Osre3x8j4OGF/P5vGsHpwQCqVYnR0lOFslvlSiY9ff52nxsd59bnn6O6uY21ZLEJXV/SMIiIPEbiAkiuRaiLMYAycv3Keq89eJZPP8M7b7xIWAg52D3DO8ePv/ITrz18j3cDcmiJFiRJlyvRohu0MXb3RL1UYHAVOT8c5x/LyMtMz0zgMqcERvL4htlY2MBi6u7sZHR0iyHXxxseT3J1b4MVnnubC+Qt4Xh1J5LUK9KsgWURO5moH4Bymicuw7t+77u5ssLtXYL9Ia/auxsdWdxp+Nmk/XqafoLpX9+cq5Qp37kyytbXF4OAQ+N3sHtRY3djB9z2Gh4cYHR1kbbPA5N0fcOXSOV750ov09vWd/pvYGnhpTKo1RdMikmDbK01denr/uWtfV5bXf2rYIsVB1TZ/7prNw94GFHZ01tUhMiaDj09IWFdMxTlYX1/j7t0pwiAg5+XpTvWyuLMAQD6fZ2x0jKzJceu9W8zNzPPMcze4eOkSqTqKVQIC+lEOgIg8wvo6lErRWVKDDHB1YIDnRkc53NxkaW2NYm8vy4UCDviLu3d5fnSUTCMN9Lu6YHa24WeT9mMyfXC4UPfnatUad6fusr62Rm9vH9nuIQ5KjrWNHTzPY3BwkNHxIbb3ytz93mtcuDDOqy+/yMDg6edK58LoGVP5up9PRDpLWN0Br7lz1+O48OBALz95/aesb5cpV20L4sJpsAG2doCf01lXJzCpLoyXxtladKl8Hba3tpi8c4dSqYzx8+R7RlibXwUgm8syNDJOOtfPx7dnmJ9f4saN61GxSh0XhDtbw8/0Q4sKu0QkoQ52oVKGnsZzIO+PDVdLBe7cnaHWPcDy9m5rYsPbq2At1JN7Im0rZ/LRvTF1prEHYcj09DQry8vk83mGeoZwJcfW+haeZxjo72dsbIzyXoUff+/HjJ8b58VXXmRkeOTUpT/OOTCQMfVf6CYincVWd5u6BOPze9e33n6H+aUdapam967GeOActlZo+PmkvXTjk8GjgiVHfWcJu3u7TE5MUiqVOH/2HJlaSGF5nd3VdTKZDONjY3QNDrI8Oc30B7e4+uwNnv/SS2TruPz0+LnydT6biHSWMhUCArI0vha/vybHmpCPP7qNX/HYXt9uuiYnTYqyKxMQkFZNTkfImkxD/YustczNzTE/v0Amk2GwawC/5rO9sYMx0NfXy/j4GcKS5Y0fvsnUmSleePkFxsfP1NO24ugZtXcVkZMVXAAOTIMXVBljGL9ykfPPPkXP0AAfvH+TtdtT4KK96/vf+T4Xnn+adKb+hmrGGLCw72oNPZu0H+NnMX4WF5Tr7vZ2eHDAxMQEhYMDxsbPYF2G9e1DVtd3SKVTjI6NMjLcx8zCBh9/MsPTT13hSy+9QL7r9DlKLqxhVJMjIo9Qo0rVVZq6OOb+vauf8Xj/vQ9wRcf+1l4L+kmkqRz9pwu9zzpCVx/R4qy+S8WdcywuLjIzO4PxfDLDY9A9wOZRP4menh7GRgepZfK8/sFt7szO89KzNzh37hxePWcjYQ36VR8WR8o0i7sgABs2lUh7eWyY/+HXfx6IDoP2V/p5+ZVX+d3vvk65VqNcq7Gwuc31s2P1D+770fPZoOHnkzbTNxx1U69VIHO6G3T29/eZmJigWCxy8eJF+kdG+ad/+jdf+Lr5jR3mNyAIAnr7UkzemWRxaZHr168zNDR0dAfpCdzRDS99I/X+VCLSaY6K2ppx6cI4//0/GAfgo49q2DDkN379Of7Zv/wjKpUqlUqVxeVNrl05W//gxouaxkhnMAZu3IDJyVN/xFrL/Pw8c3Nz927WJpfjf//pT7/wtWuVCqvOUQT8nR2Ct97i3LlzXLlyhcxpAvqFAgwOwojmVxF5OIvF4fCaSAo8d/kcf+8fnQOgVC6zvLnMc88+x5//229TLVeoliusLqxy8frFusc2GJyzWGebubxK2kn/SNRQq1KKGvGewuHhIRMTE9HN2ufOMTR2hn/2598Hpj/zdfMb28xvbBOGIV8dGGBmeoblpWWuXbvG6Njoo/euADgYHK/7xxKRzuJcALimxrh/7zo5aRjozfLiS19q2d7VhdWmnk/ai58dJijMnPrrnXMsH92snUqlePHFF/HTOf75v/yjL3zt6sYOqxtQLpVJZbLY8F3Gxse5evUqudyj49DOVjB+Fi9dR8NeEek81kJQgyYa299/7mqtZWWkn1956il+//WPmj93NV70jKFiw50iTxcp0gTUTt18t1Quc2dyku3tHcbGRhkfGec//n/+4AtftzK3wsrcCtY6nv3aIAsLi6ysrHLl6hXOnjlzqssJrXP0eD11/1wi0mGqR/vCJi49vTwwwP/wyisAzNZqZA4O+MqXvsT//tOfUg4CykHAwt4e1xu5KDKVii6alI7hZwapazXlYG1tlbtTUwA8++xzZHPd/PN/9Udf+NKVtW1W1qBSqZDN5bl58ybDw8Ncu3adru5HJ2q7sBrtXTP99TyhiHSisIoxje9d748LA6wsjvKNr53jj7/zTtNx4WgvYcApZ7hTmFQ3JtWFC0pwygby1WqVu3fvsrG+ztDQEFevPs3/9/f+C3DnM183v7jG/OIazjl+7pXrrK6usra6yuXLlzl3/vzpLj+1Vbzc6Kn2uSLSwcJaVPPSyKUuR+6PDS+vLFPb2eIbv/AN/vEf/XXzsWHvuCYnVPPdDpE3XdGSyrlTz2Gbm5vcuXOXIAi4/tRT9Hb18u//6b//wtetL62zvrROtVqjO9/Fxx99zMBAP9euX6ev99E5VCEhPh55o4tjRORkzlabar77+b3r1sYiLz1/nf/y/Y+az2mCKFe4BXVD0h6yxmfIZFlxJfpP2fgjCAKmjpra9/X389UXXoBawJ/9k3/52S80huLmLmzsUDg4wDgoVEpcvHiRSxcv4p9ijVkm5JzJk2ri3xkRST5LiHW2vgYun3N/Tc7W1hbbBzt85ctf5g9+5/9uQU2OhyPEEoKa73aEPF0Y50X7xFOeWezu7jI5OUm5XObylcsM9g7w7//Zf/jC160trLK2sEotCOjp6eWTTyZYXFzi+lPXGRwYeOT3sc5iMHQZNdMSkZNVnW2qlHT08gW+9Y/+wb3/f+1gj/Frl5n5q5/cm1u3FpY5c/1Kw98jcM3VDEn7MMbDz41Q27976s/Y0DI7N8viwgJdXV18+dVXCZ33wJqc9a191jejGlnjpaiWDzl//jyXL18hdYqLA52t4Gf6Mf7p+kiJSGf6tJ9E4zPs/XvXg4MD1nbWefGFF/iTf/1nrekngTvau0pH6B+BTD66jDd3uj1ioVBgYnKCg4MDLpy/wODoOP/0zx7WC3GHIAzo7U9z9+5dlpaWuH7tOsMjw6fohXi0zuvXBfdxpOa7cefC6F+iFiQFlitlpqenKZaKzEzfpSvjU65F5QbFSoNNEowBHISacDpG/wjkuqFSfGTz3SAMmJmeYWl5id6eXr7yla/Q09PD7sHJhU2pVIqrV65wfXyQqbtTfPjBhwwODXL9+nV6uk8o8KyUo8mwX80BReRkDkuzDYyOBmJ9fZ3VlRXC0NI/MMBAXzdrG9G8WiyVGxzYKNGn01y48OnG6RH29vaYmJigVCpx6dIlLl++jOd57JYf/vtmjKG7u5sXbtxgzFpmZ2dZW1vj0qVLXLhw4eSEn0IBvvpVJXWLyInc0X9O13T0ZNVajampKUqlIrNzM6RzaarlCgDlYmNzaxQsjZ5TOkT3QHRbWbHwyOa7n96sPU8+n+eVV19hoH/gkXtX3/e5fPESN86OMDU9xa1bt+hb7OP6U9fp7zuheUJQiy5Z0sUxIvIoztGqrvHbW9ssLi5SqVRYXlqgv7eL9UqTe1cTNbeXznHcHOg0RaCHBwdMTE5SKBQ4f+4cV69ew0/57O4dnPi5XD7H8889x/hwDzMz07y1scGFCxe4eOkSqdTDj7RcWMHPj2P8+m+NF5EO4uzRbcbNz69BGDA9Pc1h8ZD52RkynqN0tC9u6tzVEDXglY6QMim6TDf7bo9Hpaoe36w9OztLOp3mpZdeZHh4mP3dwomf8zzD+fPnufLcFWamp5mcmGRpcYnr168xdEITS+ccmKMmECIiJwnDlsytEJ2Bzc3NcXBwwNzUFH3pNOUgauxXrDXYnN7zoovPpWN46T4wPs4GmEdcdl8ulZicnGRnZ4fx8XGuX3+KdCb9yL1rNpvlmWee5fx4H1PT07z99lucPXeOK5evkM6cUGwcVjCpLkyqu5EfTUQ6iGtRAYi1lvm5OQqFA4JgnpQHlaOwc+M5TRw1MNLetVN8WgR659Ff7GB1dYWpqSmMMTz33HOMjY2zu3/y3GqMYfzMOM8/fYnZuVmmp6dZWl7m2tVrjI6OnnxU4hx+ZrC+H0pEOo89zhlufv96cHDA7MwsxVKR6Tt36MmlW1CT44ENoua7amDUEfKmixQpAgLSj/jfvFKtcufOHTY3NhkeHuLpGzfIZbOPjA1nMmmefvoGY5fHmLo7xbvvvMv4+BhXr10jl80+9HPRZXFp8ig2LCKPYC2tmFudcywtLrK9vc3+/j4+4b1S2qb2rg7tXTvMGbLMu8NH/lo656Km9nfvEoYhTz/9NOfOncMYw+Hu3sM/aAy9vb289NKLeIO9LMzPs7K8zNWrVznziMtPA+cY8x4+/4qIwFGeRouUSiVmZmYolYpMTU+T6861oCYnYlWT0zHyJk/apAkI8Dm5+W4tCJiemmJlZZX+/n5eePFFuru6Hrl3TadSXL92jbPXzjJ1d4qb799keGSY69eu0dX18H1pQEDKpHVxjIg8UsjpL786iXMuukRyfR2co4q9V1NRKZYaHtccPaN0Di87DO4U567A7s4OE5OTVCsVrly5wsWLlzCeOTmvyUB3TzcvvvAiwwMZ5ubnWV1d5fKVK5w/dx7jnfDvg63i5cZ06amInOi4n0QrYsOVapWpqSmKxSKzc7Nk85nW9JNwTv0kOknfcNR0t1J8ZPPdMAyZnZ1lYXGB7u5uvvzlL9PX2/foXoh+iiuXL/PUmSGmpqb46KOPGBgY4Pr16/SedPlprQLprHohxpSa78ad8aPTwiaCpkubO7jKITPTM/gpn2eeeYaVtXU+nJgkm+tiYGCA7hOSJ0503ACiiVvApc1kcjA4DstT0PvwgszNrU3uTN4hCAKeuv4U58+fv7fJGujp4n/9f/y9U327L73yJba2tpiamuLtt9/m7JmzXL16lUzmAU0UygeQ7znxuUREILpps9nN3MzcMgd7m2xvb3PmzBkymQx37kxx88Nb9PT00tPdQ3dXozc7uWgNIJ3j3DnIZKBUgvyDD/2CIGrosby8TF9f372m9scGcjn+129961Tfbnx8nLm5OWZnZ1leXubatWuMjT0gIOpcVJB85UqDP5iIdApz9J9mgpFrSxu4lGXq7hTguHHjBlsbW0x8PEEmnWFwcJB8d2OJEVFjYFrSHFjahOfB6AWYePvEL9vd3WViciK6WfvyZS5duoR31HC+nr3rSy++xM7uDlNTU7z37nuMjo1y7do18rkH/M6WD6IAroKlIvIoxxefNWFuYZViYZv19XWGh4bo6upidnaemx/eoru7l97e3sb3rs5hjC7p6CReuh/jZyEsQ+rB6zIbWubmZlk4uln71Vdepa+/797fD/T38P/+n//7U32/0bFRFhYWWFhYYGV1lSuXr3D23NkHJ/PYGn5Wc6uIPILxjpoYNN7EaHlrlwzBvTOwZ248w/buHrfvfoCfzjA0NNTcuatDl2B1mF762HFbJx5ZFA4OmJyY5OCgwPnz57l69eq9C9X6Bnr5f/0v/89Tfa/nnnuOCxcuMDU1xQcffMjQ0eWn3d1fbABYo0aKFF1qvisij+L7TeU0Aczv7FDe2GB5eZne3l7OnTvH/PIyN+fnyff20tfXR/eDckROw1o44SIPSR6T6cP4OVxYxngPvuDbWcfi4gKzs7NkMhlefvllBu9rSl/P3nVoeJjlpSXm5uZYW1vj8qVLnL9w4V6c+TPfNyyT6rmkeIqIPJLBbyoyvLK6RVfOZ2JyknK5zPXr1ygcHDJ55w0832docKiJnCaOehfqXdZJvOwQOHfixWylYonJyQl2d3cZP3OG69evk05HzQTrmVuffvppzp87z/T0FLdufUxffz9PXb9Ob1/fF77W2RoYHy/zxb8TEfkM7zhnuPFC0IWNLWqFvXtnYM888wwLy8t8cHuCXHc3A/3N1OTYaG71lDfcKfLkyZChRvWhzXedg5WVZaanZ/A8w/PPP8fo6Ni9O5DqiQ0PfvUrrKyuMjszy8Ybb3Lh4gUuXbpE6gF1YFVqDJgBUkbxFBF5BM+jmbymldUteruzTExOcHBwwJXLlymVK9yZehuMx9DgIN35JvauBu1dO8ygl8E5sM7hPWTvWqlUoqb2m5sMj4xw4+mnyd63huse6Oe3/5f/+VTf79zZs0zPzDAxMcHi0tHlp4NfrGkNncMYGDS6UFxETtaKJmeri+tUbZnZ2TkymUzUT2JplVsf3CKfyzEwMNBETU7EU01Ox0iTIWfyFN0BWR4c83AONjbWuXt3CmtDbtx4mrNnzzW0d3311VfZ2FhnenqGt956m3PnznLlypV7ceb71aiSMTmyj7zuXEQ6nX/UgK/R6Wt7eZXcYB+TE5Ps7u5y/vx5XBDy0R9+B5xjcHCQbFfjjcDd0TNK5/DSfRjjnXipeK1WY3pqitXVVQYGBnj5pZfJ3/d7Vs/Z65kzZ5mdnWFqaorlpSWuXbvGyMgXLz91zh1dejrQ6I8mIh3iuJ9EM7HhtaUNQlM7OgPzeObZZ9hYXef2R5+QzWQZHGxm7xrltaifRAfxUzB8DuZun9i3YXt7m8nJSarVKteuXuPCxQt4pv5+Ei+//DLb29tMTU3xzjvvMH5mnGtXr30mznxP6QCyXVGDYIkdnYbHXSodJdHYoKGPHxwe8Lt/9G32Dw75+vNP8+rzT1EOLLf2avT2D7C7u0tQrRAU9wjDoXtFeqcWhtHz+bphu6Ncfg4WPomKkz+X5FWpVrh75y4bGxsMDQ9x4+kb5HKNBy8NhpHhEYaGhlheXmZudo719XUuXrrIxYsX8Y+/v3NQ3IcbX4n+vREROYnxaXQz55xjaWmJf/Vv/xgbOr71t75Kd98IxVKFqYUDfD/F5uYm1UqZnnyD7yNnwdO7rKNcvw6XLsHyMly79oW/3tjY4M6dO1+4WbtR6XSap556inPnzjE9Pc3t27dZXFzk+vXrDAwMfPqFOzvQ3w8vvNDw9xKRzuDhHTXftQ19vlQu8wf/539kd2ePF7/2Ii9/+WXCcsD8R4sM9A+wu7vD5tYGB5UDakFAus5mCVGw1LsXBJMOceEZmHwHgiqkPpu0WgtqTE9Ns7KyQn9/Py+++CLdXV9sNlSPwYFBvvKVr7C2usbMzAxvvvkmF85f4PLly6Tu/50t7ER7164TbjMTEQGMSdFwlo+D1dVV/tW/+UOqtYBf/oWvcGlgnGK5wt3FAzLpLNvb21SrJfIZ01idqbMYX0UBncRk+vByY9jiMuYBzXd3d3aZnJyg/LmbtRvl+z5Xrlzh7NmzzM7McOfuHZaWl7h+7TpDQ0P3fmddWAEvRarrXMPfS0Q6hOdFZ0ilSkMfr1Qr/J9/9h22dnZ59anLfPXFF6hgeH9zmcHhEXZ2dtjaWONwZ53KcB/ZTJ2NFpz99BmlYwx6gyzaeWquRtp89n/7MLTMzs6wuLhEd3cXr375y/SddDP2KfT29vKlL73C5tYm01PTvP3225w5e5arV6585vLTEiUGzSB51HxXRB7h+N3hHDRwdrWxscHv/OAHVIKAX7pxg4tXrlAKAiZ3dsh2d7O7u0utWCRdLOIGBuo/HwsC6NK7rJN4qS5S3eep7d2B9Beb7x4UCkxMTHBweMjFCxe4fOVK/fly938/z+PCxYuMnznD3NwcMzMz9y4/HR0d+3TvagMwkOo+3/D3EpEO4mdw1cYujglqAb/3H7/N+sYmLz9/jS+/+jI1Z7j5yTTDIyNsb++wvb1JYXeD8tgAuYdcEP0wzjmiS8WVft5J/PzZo+b2JUzqs2srZx0LC/PMzc2RyWb50pe+xMDgYFPfr6u7ixdfeondnejy03fffZexsTGuXrv2mXxkW93Hyw7h6WI2EXkU/6gmJwwhVX/u0M7ODv/iD7/NYbnML778POcvXKJcCZjYt3T19LK3t0dQLuNVS1hn689PsiGkM2q+20E84zFsRpi3c+Tp+kK8o1gsMjExyd7eHmfPnuHa9et158vdzxjDubNnGRsbY2F+nsXFRVZXVu6dxR5/f+sslpBhb7Spn09EOoPxMtH5ZgNsaPkP/+kvWFvf4Lkbl/jqqy8TmhTv3ZpldHSM7Z1tdne32dleZWykj+6eBnI7nTmqG5JOccF00UuKfWoM8NmcNuccy8vLTM/M4HseL7zwAiMjI03V5ORyuf8/e/8dHNfW7ved3707IuecM3POEURonHNI8F6Fa92SNaOrmZop1VgujaumymW7ZLvsf6wqV9nlGkuybLlkjTVzJVl67yUYDhIJ5nCYM3LOQDfQOe295o8mcZgJgA2AANfnLdY572Gj92axge61nvU8P7Zs3kx+fh69Pb08ffKU1LQ0yspK3zuPPE+IJEzkKssfyCVJ0o9BxYCqqOjoGFj6e5jT5eLP/9mf43G52X1oF1t3biXoCzH+eoKEhATm5+YJhUMERBBN0zEYlrZ2FegoKKjLuDdpfVIUhQwlgx4x98lgNn8gQHdXF7OzdjIy0imvqMCy3FBdIscNMjMzSU9PZ2R0lKHBQSYnpygsKiQ/L28h/FQIQVCEyFMLozK0WpKkjc2sqMseDajrOu1//gemxsfJ2VTOtj27sQoDnfcek5WZicPhYM45z/DsFDEZKSQlJi3rOibZ7/pDMVgzUcxJiJALxfJBTVXA1NQkPT09CCGoqqoiOztn2W1lACaziYrKSvLy8ujt6+PFixckJSVRVlZOQuLv55FF2INijMEQm7P8i0mS9EN4O09CX+Y7rNfr5V/9r/8K55yTnQe2s23PDsK+ECMvx0hKTGJubo7pmRm8IS9hTftkkOSXCIRcu/6ICjdD/zPQwpFhvO8IhoL09vQyOTlJSkoKO3fuJGaJ5+XepaCQlppGakoq4+Pj9A/0Mz09TUF+AYWFhe+fR/bMwbZjYJbBMd8jRUROQkrfK12DP/wPEPBBcuaiv0zTNQYHBxkeGqa9c5igwfzJAagKcKQkB0vYh9FkpKS4hOzs7MVvNs1NgTUO/vjvycM+PxKvC5r+Mej6wsR3gWB8fJy+3j4UVaG8vJzMzMyoJwGEw2EGBwcZGR3BbDJTUlpCVlYWis8TGb770/8FMvKjek1JkjaekKsf//gV1JglvOcBbpebrq5OXG4395+N4PXrqJ8YIhMKhdi1OZeURAtp6emUlZYSs4SmTs07jjXrKKakqkV/jbQB/Por/NN/Ctu2vUmC/yBZOy2NioqKbxpq/zlzc3P09vbicrlIT0+nrKwssmB8+RKOHIG///eX1TAtSdKP5Wn4EW7hIl5Z/BAYIQTDIyMMDgzwW+sDREgQ+4kNK0VR2X5sG8KkoygKhUVF5OXmffJ9+FP8wocA9hr3Y1TkEKMfRigA5/8n8MxDaqTwJxBMT0/T092DpmuUlZaRk5sT9bWrpmsMDw8zPDSMqqoUFReRm5uLGgqCYxJs/2fIq4jqNSVJ2njC3nF8o82olnSUJey9+rw+urq7mHM4uPtkCH+QTx6S1cIau7bmkRRnJDk5mbKycuITPh5K8zmadxxL+j7MqTsW/TXS+hdy9eGfuIpqyVh4XYZCIfr6+pgYHycpOZmqysol7YMsltvlprevlzmHg5SUFMrKyoiLj0fzTWGIySImz4YiD59JkvQ1V/8N9D2BrOJFf8m7NbBLz3oIGizExsV+tI5QFYWTlQUYAx40XaOwoDASJLnYAz8+F/g90Pj/gMTUJfyhpPVMFzrPtac4xTyJSuLCf7c7HHR3dREIBCkuLiI/v2DR+yCLvrYuGBsbZXBwEF0XFBYWkJ9fgKKCEyebDFvIVLOiek1JkjaggQH4B/8AsrMhbvEDEN6tgd1wu/Fbre8HWL2haxr7Y2NJCARISEj4OEjya168gF9+gb/zdxb/NdK6F/aM4htrQzUnLwQHaZrGwMAAIyMjxMfHU1VZSfw3DrX/FJ/XR19fLzMzMyQmJlJWVk5iUiJ6wI5ijCO24DSKDOKVJOkrAjP3CdqfYYjNXvwXichQ+56ebi5deUwwrJAQn/BRI55BVTlxaAuq8BEMhcjLy6OosAijaXHD3IQeRA/OE5v/MwarHMr2oxBCEJi4SsjdjyHm99ely+mks7MTr9dLfkEBxUXFqEsc2rGYa09OTNI/0E84FCIvP/9Ns4qK7pvAknkEc/LmqF5TkqQNyDMPf/k/RpraYhO//vg3QqEQvb29TExMcLVvnKBqxmT6+PO8EDoHCzOIFSFiY2IpKysjNS118WdRpoagcBPU/M1F35u0/rmEi2fhx5gxY1Yia1dd1xkaGmJoaAir1UplZeXS9kEWyR8I0N/fz+TEJHFxcZSVlZKamopPeFFQ2WXcg1lZYsCgJEk/nKDjOYHpe0seyuKwO+jq7uJ8y28EwgqJiUkftSkYVJVTR7ehCD8+n4+c7GyKS0reC5L8EiF0hH8aa24dxjjZY/gjuRqe4pE+R4H6+7klj8dDZ1cXzvl5cnJzKSst/WQ94lsIIZiZmaGvrw+/309OTg7FJcWYjCaGhY9DhjQOG9Kiek1JkjYeTWg8CN9DIIhZwsBuTdPo7+9ndHSUxx1PEEGwWD7xnqkobD64CcWiYLGYKSkpITMza9Htgm7hJlaJZadhjxx4+gPxCx+Pww9RUbEqkZ5WIQSjo6P09w9gNBqpqCgnPT36AWnBUIjBgQHGxsaxWCyUlpWSkZ5BkABhwuw07iZWWUZIgyRJP5SXupMWbYJ8Ypb0/uV8UwN78IdfwRckOSkJRX2/BqYaVLbaTuBVBW6Xi4zMTEpLS4ixLu59XAjBCD5+MmSzSV38vrW0/gXsTwnO/IYa83swmt/vp7urC7vdTkZmJuXl5YveB1kKh91Bb18vHrebzKwsSktKsVgtaN4JTElVWLOORP2akiRtLEIIHmkPCAgfccri+1DfrYE9aH8IIT49C1FR2HpkK5gFBoOBouJict8Jkvwan/CiYmCv8cDSA1Ol9SvghXP/ODJX4s2MTkHkvFFPbw8A5WXlZGVnRX8WohZmaGiIkeERjEYjJSVv5ncGvOCyw09/Z0n9a9LqkcN314MlNoE65hx0dXbhD/gpKirCEJvAi8Fx+idncPn8+IMh4qwWijLTOLqljJzUZPx+P339fUxNThEXH0d5WTkpKSlfv9jEAFTshuN/7Zv+iNI6dO8SPL0KOWV4fT46uzqZn5snOyebsrIyTMaVbRTx+X309fUxPTVNfEI8m1JiiN+0F2r/fTkcUJKkr9ICdnzDF1FM8SiGrx8O1DWdgcEBRoaHiY2Lo6qyEpcnyPPXAwwOT+LyeAkEQsTGWCnMz+TQvi3kZKYyPT1FX18fgUCA3NxcioqLP3nw9l1CD6MHZonJa8Ao06F+LDMz8J/+p2AwIDIzI8nafX0YDAYqKiq+OVn7a4QQTE1FXrPBYJCCjAwKNQ3jf/KfwL59K3ZdSZI2jv5wL8P6EMlq8qIe73K56OzswuNxk5efT5wplr5XfYz2j+Fxewj4g8TExZBbmMOuIzvJyMkgGAwyMDDA+Pg4VmsMpWWlpKelf3UJ4BIuEpVEtht3ffOfU1pnnl2Hu+chpwx/MEh3Vzezs7OkZ6RTUV6BxbKyjSKBYICB/gHGJ8aJiYlhU3oCiUUVKL/83z5KT5MkSfqQHvLgHToHBhOq8euHA4UuGB4ZZnBgALPFQmVFJb6A9tW1q91up7evF6/XS1ZWFiUlJV/9+SiEQPdPEpNzCmN8cZT+xNJ6ILQA3uELCM2Pak5hamqKnt4ehK5TWlpGTs63JWt//QZgdnaW3r5efD4f2dlZFOfEEZ93ClOSHGwvSdIiPLsO9y5CTtmiHu71et+rgVmT03g9PPnFums4HGZwaJCRkRFMJlPk8ETWIoLgFkJP/8OFcC7pxzChj9OlvSKRJLSwRk9vL5MTk6SkJFNRWfnJoKJoCr0JPx0bHcVkMlNQmUdGaia7jXtliJEkSV8XCMB/9B9Fwpuzvz4gUAjxUQ0sYDbzfHqafocDVzCIPxwmzmSiKDmZowUF5CQkMD8/T09Pz0KQZGlpKbGLCf14/hz+7t+Furoo/GGl9UIIDd/IJbSAA4M1Hfusne7uLoKhEMXFxeTn5694U/D83Bw9vb2RBquMdErzEojPO4Y5ZduKXleSpI0h5OzGP3F90aHiAX+A7u6uNzWwDGLjU+juG/v8vnBWKrqmMzIyzNDQEIqqUlxURG5uHspXQj/0kAsExBX98cKAc+nHEHYP4R+/jGJJRddV+gciAz0S4uOprKxaUrjfcmiaxsjwMEPDwxhUlbLibNLT04krPINqWtlrS5K0AQgB5/4RuByQuoi1K5GzlD09PQhdUFZWhmay8Hxg7It7w263m97eXhwOB8kpyZSXlRMfv4ifUeO9sK8BdlZ/+59VWjeEELzUnmMXsyQpSczPz9PV1YXX66OgsICiwqJPhuxGk8vlore3j7m5OVJTk8msyKI8poJSY/mKXleSpI0h7BmOBGBZMxcVlBwKhejt6WFycpLklBQSEtPoGZj44tpV6IKx8TEGBgYQuk5BYSEF+QVfDf0QYR9C8xNb2Ihqin4Al/T9GtN9/IU2SiImLEJh8M1AjxirlcqqSpKTklf0+rquMzo2xuDAAALILikkMTuDPzEXkiEH20uStAgvws9wCPt74c1fMmu3093VRehNDcykmOl90fPFnhyvL9KbPzM9Q2JiAqVlZSQnJX31WnP6HHlqPmVGeU7zR9Md7mRcHyNZTcbt8dDV2YnL5SI3N5eS0lKMiw2mXyav10tvXx+zM7MkJSWSVZlFcVwJVYbNchC0JElfNab7+HfhEdIUC+ZFrF3DWpj+vn5Gx8ZIiI8nMyGZmf4hpvqH8bk9hPwBLHExZBTms+nIPlJysiJBkpOT9PX3EwqFyM/Lo6io6KuhHwGh4SDEXzPmk618PHxQ2rj04Bze4UugmlCMsYyOjNA/MIDJZKKyooLUtJUNb4mEn07Q399POBymsCCH3MwE4goaMMbmrui1JUnaGLrDXYzro4ueJ/FuDaywsIAYYwy9L3u/uHYNvA2SnJwkNjaW0rIyUlNSvzpPwimcpCppbDHKc5o/nIdt8KANcsvw+f10dXXhcDjIzHoz1N60sufc/AE//X2R12xcfBybUmNJKN8Otj+T/WHfKTl8dz14fgPuXvhqE2go/CZZe3yCpOQkqiqrFtdo8g6n00lPbw/OeSepaamUlZURF/uFwQ5jvXD4DGw9uqTrSBvAzCj6r/8r49Mz9EzasVoiRciU5EUMbY6i+fl5hrpegWuW8aqT7P2r/yfSVngxKUnS+if0MN7BPyCEjmr+cjHybbJ2MBCgqLiYgvyCrzaavEvXdUZHRxkcHEQBioqKyM3LQ/3Mh2M97AE9TGzhWVTj0t7HpQ3gn/9zAv/6X/PKYGDO5SInJ4fS0tKvDm2OJk3TGBkZwXP/Po7MTIz/xX/BvqNHMaxwIVSSpPVvUp+gU3tJEslfPMCgaRr9AwOMjowQFxdPVVUlCQlLO9zq8Xjo6+tjdtZOcnISpWVlJH7hOeZ0B4VqMcXG0iVdR9oAnHb0i/8zMxNjdE7OYTBGBnpkpGes6m243W4Gul+j2CcYKdrHjj/5v0aGE0qSJH2BEALv8HlEyIVq+fKem8vppLOrC6/HQ35BAcVFxV9tNPnwWhPj4/QPDKBpGgUFBRQUFHx2HSC0ACLkJqbgNIav3Ju08QTsT/GM36JnaI7ZWUckWbusHLNl9YZtCF0wPj6GfbIHT0DBmFnLwcMnViTdW5KkDWboNbT+C8gqAvXz+126iCRrDw4OLrsG5vP76O/rZ2pqivj4eMrKy778HDL09IcVEkGehh8z7hhn+NUIICgtK3sztHn17sPn89HT34sLJ6ZRM3VbbBQVFa3eDUiStH79w38IT59CxZcbLT0eD52dnTidzmXVwD4Mksx706zy2ecIBqGvD/7z/xy2bFnKn0jaAELzXXjGrtI/4mBicpaUlBQqK6uwxqxiw5KAyclJpsa68Ac0tORjHDlej9Uqm6YkSfoyzTeFd+RXVEsyivr598q3Q+37+/owGI1UVlSQlp6+pGu9G34aExNDWWkpaWnpnw3Y0vwzGGIyic1rWNJ1pPVP6GF8o83MTffxuneaUDhMSUkJeXl5qzrgIBAIMNDfR9gzzpQ3hYq9f52Kigo5ZEGSpK+7dQ5e34HsL58d8vv9dHV3YZ+1k5GZQUV5xZLqTwKBfdZOb28vXp+X7OzsSPip+TPD1oQOE/1Q+7egeOtS/kTSBjCjT/Mi+IypwUnGhydJTEyksqqS+Livh/NGixAwOztD/3g/wVCQXGc+tYfqFjc4WpKkH5oenMc7fB7FEINi/EKQ5Js9st7eHgRQVlpGdnb2koKdw6EwQ0ODjIyOYjaZKCkpJSsr67PPoQfmUIwxxBaeXdRgYGnj0IXggjbOM/cUcy/78Pv9FBYWUlRY+NkerpUQCoUYGBykL+gkdcrD38zayvZt2+XaVZKkrxrSBhjQ+khWv3xGKRgM0tPTw9TUNKmpKVRUVhKzxPrT3Pw8vT29kfDTjHTKSkuJ+UI49JxwUGnYRLYqB7L9aOb1OZ6FnjA1NsVo3xixsTFUVlWRlLi4IdHR4pibo3eol4DwkzabQf1+Gykp8gy7JElf5hMa/zI8iAGFROXLZ5RmZmfo7upeqIHlL7EGpmkawyMjDA0NYVBViouLycnJ+exaZF6EEAj+lrEIiyL79380/smbuCYf09lvx+X2kJeXR0lxCQbj6r0WNE1jeHgIt32Aea+FlLJG9uzdt6rrZ0mS1qdxfZRurZNk5cufx8PhMH39/YyNji27BuZyu+nt6WVubo6UlGTKysu/+Bxz+hwlhlIKDLIH4ofjmERc+mdMTk3SNenAbDJTUVlBWurqziF0upwMdr5GcU4xVn6UXX/1b5OZmbmq9yAtjhy+ux6MdkPL/wapOWD6+NCNQDA9NU13TzdCF5SWlZKTk4OylCrkB883Mz1Db18vAX+AnNwciouLP57eHQqAYwLq/zbkyWTjH83w8DAv/uX/m6KZTqxFlRSWlGH4QpPyitF1xHgv44n5/OuxME6Xi/3793Py5MklD5+WJOnH4h/vIOweQI3J+uTvh0KRofaTExMkp6RQWVFJTOwXDgV9RSgYYnBwgLGxMSxWK6UlpWRkZHx04EfzT2OwZhCT95M8WPGDCYfD3Ll0CcN/89+QGgiQdewYycnJa3Mz09OEHA5uHj7MVbudlJQU6uvr2bRpk3xdSpL0WS7h5Gn4MVasmD5TjLTb7XR1dRMMBikuKSY/Lx91CUPtP3o+h4O+3l7cbg9ZWZmUlJZitby/btaFjhMnmwxbyFQ//b4vbVyTk5M8/P/+EwpHHmLNK6GofNNXk2NXhBCI8V5m47P4NzNGpmbt7Ny5k5qaGhJX+dCRJEnri3/qHqG55xhiPz2wWwtr9A/0Mzo6SkJ8PJWVVcQnLL8JTgtrDA0PMTI8jNFopKSkhKzs7I/WAXrAEWlSKWhEUdfg56q0ZnRd597dm8wPXCI9QZCZt4W0jKUN9IgWEfYRDszzfCSWy7e6iIuLo6amhp07d8q1qyRJn+eyQ9M/AaMZ4pM/+ZB55zydnZ34vD4KCgsoKir6phrYvDPSrOJ0OklLS6OsrOzjGpbQYbwPjvwRbDm87GtJ65PD4eD87Sbc2U6SY1KoKCpfk4HyQgicwolwCTrP9TA6OMrmzZupq6uT4aeSJH3ZX/wF/It/Adu386mp4bquMzg4yNDQEFarlaqqqm+qgWma9nv4qaJQVFRE3qfCTycmIv/8h/8QkpKWfT1p/RFC8PjRQyZe/wWZiUFSszaRtcSBHlG7Fy2I5p+heyqB5us9GI1GTp48yb59+2T4qSRJnyW0AN6hcwihoZo//R7mcXvo6ooMtc/Ny6OkpOSbamAet4fevl4cdjvJycmUlZUR/0H4qRAC3TeOOW0PlrTdy76WtD653W6utf0fJGkviI1Poqhs65oNlNf903iDBtoe+OnqHaa0tBSbzRYZ4CVJkvQ5nb/BjX8HWSXwicZxIQQjoyP09/djMpqoqKwgPW35NTBd6IyPjzPQP4CmaxQWFH46/NTrhIAXTv/fIVk23f1oXr56ScfQZYx5BvIS8snPXd2h9m9pQsMp5gn1ajw49whN0zh27BiHDx9eUnCSJEk/FiF0vMNN6CEXBsun60h+X2SovcNuJzMri7Kysm+qgfl9Pvr6+pieniY+IYHysjKSPrHXrHknMCVVYc06suxrSeuT3+/nD9fbuZbgJS4+nh0FpcSt4lD7d82IALo/iLX9OYOPX5CXl0dDQwOFhYVrcj+SJK0PM/o0r7TnJJCA+okhfELAxOQEfb29gEJZeRlZmVnLDnYWAqamJunr6ycUCpL7Nvz0g73mkAjhEz52GHeRqMq664+mr7+Plle/ouZDVnwORflF39QHtly60JkTc+gjgkd/eILX6+XQoUMcP35chp9KkvRFfxEeZUR4yVE+PSMiEAzQ09PL9NQUqampVFZWftPPlUAwwED/AOMTE8TGxFBaVkpaatpH+36jwkexEsdZoxxs/6MJhULcuNoM9uskxpvJL95Gwhr1l+pBJ6Ggn7tdRu487CYjIwObzUZ5ebnsyZEk6bPm9TmehZ8Qq8RiVD59Vml6Zoae7m7CYY3S0hJyc3OX/XNFCJi1z9LX24vP5yM7O5vikhIsH+w1a0LDjZsthm2kqWvT6yitnbGxMR7/7/8jxZPPsRZUUFRWsTZndIWOGOtlMiGXfzMpsM/Ns3fvXk6dOrVme9XSp8nhu+tBOAQX/ik4ZyHt/YWTP+Cnq+tNsnZGBuUV5Z9PxV4iXdcXmlUEgqLCIvLz839vVpkZheSMyEEfgxyw8KMIBAK0tbVx//59CrIz+ZPUAAmuacgq/mQT1YqbGYG4JLD9GeGYBO7cucP169dRFIUTJ05w4MCBtRmsJEnSdy/sGsA3cQXVkv7+oKA3RcOenuUna3+J1+Olr6+X2dlZEpOSKC8rW9gQE0JH901izTqGKakyOheU1oXBwUGamppwOBz8nJbGnmvXULOyYC3SN4NBeP0a/uRP4E//lKnpaVpaWujp6aGoqIiGhgZyc+VmviRJHxNC8Fx7yryYI1F5v9gTDIUiydqTU6SkJFNZWfnFVOylXndiYoL+/gHC4TD5BfkUFhZifLMh5hUeDBjZZdz72aHA0sYTDoe5evUqN2/eJCM1hT/NUUlxDENO2dqsXR2Tkb0T299GT87kwYMHdHR0EAwGOXLkCEePHl2TwUqSJH3/wt5xfKOtqOZEFMP7+7722Vm6ursJhUKUlJSQt8Rk7S/x+/309/czNTlJXHw8ZaVlpKRG1icLAxbS92NJ3RGV60nrw8TEBOfOnWN8fJwThzazpySAwWRBNSV8/YujLLKHMoEpaTOWzEPMzc3T1tbGixcvyMnJwWazUVJSsur3JUnSOnHt/4Duh5BT+t5/Dmth+vr6GBsbIyEhgaqqKuLjlj/U/l0CwfT0NH29fQQCAXJzcykqLvo9/NTlAD0Ep/8uJKZG5ZrS90/Xde7cucOVK1eIjY3lwN/YRzg9RLKSvCaHVv3CRxiNrYbtJCpJPHv2jPb2dtxu90L4abT2cyRJ2mAGB+G//C8hMfGj2tbc3BxdXV34fD4KCwspKir6eEjuMgWDQQYGIuGnVquVsrIy0tPTf/8Z+uwZNDbCn/1ZVK4nrQ92u52mpib6+/s5sKeKI5t0jAYV1ZK86vfydg/FmFCCNeskbo+XK1eu8OjRI1JTU6mvr6eqqko2q0iS9EmBmQcE7Y9RY3Le+znxdqj98NAQMbGxVFVWkhjFIfMOu53e3l48Hg9Z2dmUFJdgsUb2pkXYhwh7icn/CYNVNqn8KIQQPHz4kNbWVgwGlb9SW0FWnB01JnNNwvn0sBcR8hCTcwJDXBFdXV20trYyOzvLrl27qKmpISFh9fesJUlaBzzz0PSPAQUS3x8Q6Ha76ezsxOV2kfd2qH2U+mPC4TBDQ0MMjwxjMpkoKSkhO+ud8NOJfijZDtV/Y23Os0hrwuVycfHiRV69ekXFtgqKfy4AMyQoa1F3FcyLeZLVFLYYthHyh7h27Rr37t0jLi6O2tpaduzYIdeukiR9UtDxgsD0nY/WrkIIRkZGGBgYwGQyUVlRSWpa9Gqgzvl5enp7cTmdpKenU1paRkxspIYltCB6cI6Y3DqMcXlRu6b0fRNC8OrVKy5evEgoFKL0r9QwXppClmLFrESnJrEUfqExS5AaQybb1CQGBgZoaWlhbGyMLVu2UFdXR2qqPBcgSdLHwiLM4/BDQgSIU94/s+T1+eju6sLhmCMrO4vysrKohWVoms7I6AhDg0OoaiT8NDc3b2HAqlM4SVSS2GbYgboGP1elteHz+WhpaeHRo0cUlRVR9Ufl6DEaicraDGB2CiexSizbDDsgpHDr1i1u3ryJyWSiurqavXv3yvBTSZI+6ZXupFmbIJcYDB+sXccnxunr7UNRVcrLy8jMyIzaPpjb7aa3txeHw0FySgplZaUkxEf2/8JCZ4IAPxmyqVJlXetH0tvby/nz53G5XPxcvYXKzHlUSzKKYfUHyQs9hO6fwZy+D0vqDsbHx2lubmZgYICysjJsNhtZWVmrfl+SJH3/dKHzTHuMW7hI+GCeRCAYpLu7m5npGdLS06ioqMBqidYsRMH4+BgDA4Pouk5BYQEF+fkL6wC3cGNRrOwy7MbwmaHA0sYTDAa5cuUKd+7cIScjnT/N1EicH4fs0rWpv8+OgzUGbH+GFp/CvXv3uHr1KkIIjh07xqFDh2T46XdCDt9dL17ehlt/GfmmVlWEEIyOjtLf34/RaPzmZO0vCYVCDAwOMDY6hsVioaS0hMz0dJSJfjjyR7Dl8IpcV/r+vH79mosXL+L3+6mpqeHAgQOo08PQ/i9B1yA1Z3VvyOUAvwuO/zUo3bnwnz0eDx0dHTx48ICkpCTq6+vZvHmzPPAjSdJ7hB7CO3wBEfagWiKHFvw+P93dXdjtdjIzMykrL1+xIWhzDge9vb243W4yMzMpKS3FrAZQFAMxBadRjbErcl3p++L3+2ltbeXBgwcUFBTQ2NhIZkYG/LN/BhcuQGUlrOYwA12Hly9h82b4j/9jiP+9UN/T00NLSwtTU1Ps2LGD2tpakqLYwCVJ0sYwpU/yWntJIomoiooQMDk5QW9vLwBl5eXflKz9JWFNY3hoiJGREQwGA8XFxWRnZzPPPMWGEooMcvjaj2JgYICmpibm5uY4fvw4x44dw+iyQ+v/Bj4PpOet7oap1wXOGTh05r09FL/fz40bN7hz5w5Wq5Wamhp27doVteEjkiRtDELo+Eab0fzTGKwZQKQg1NPTs5CsXVFRiTVmZQ5auJwuent7mJ+fJzUtjbLSMqxmAXqQ2IJfUM3JK3Jd6fsSCoW4evUqt27dIj09nbNnz5Kfn09g9hHB2UeoltSPhkOvJCEEwj+FYk4iJteGavo99XN4eJjm5mZGRkaoqqqivr6e9HQ5CESSpA+MdEHrv4CUHHgTajozM0N3dzfhcJiS0hLycqM31P5duv57s4pAUFRURH5ePupkP2w6CEf/OOrXlL5P4+PjnDt3jomJCQ4ePEhNTQ3CpPNce4ZXeEgkcVVrmyERwoObIvX9PZRQKLQQfmowGBbCT2WziiRJ7xEC/vv/Hm7fhi1bgMhwod7eXsbHx0lMTKSqqoq4uLgvP88yeTweent7sdvtJCUlUVZWRqKiwOQk/IN/AFVVK3Jd6fuiaRq3b9+mo6ODhIQEzpw5Q1lZGcG5VwSm76KYEla1Bi+EQARmUQxWYnLr3xv+Ozk5SUtLC729vRQXF9PQ0EBOziqfuZIk6bun+WfwjfyKYoxFMUbOjczPzdHZ1YXf76eoqIiCgoIVqSsJIZgYH6d/YAAtHKagoICCgkKU0AyGuAKsOTXyLOYPYmZmhqamJgYHB9m1axc2m40YiwHfWBuabyoygHcVh21EGkCn34SyHV54HWqathB+GgqFOHr0KEeOHJHhp5IkfezOeXh+A3LLAdB0jYGBAUaGR4iNjaWqqorExMSvPMny+P1++vr6mJqaIj4+nrKyMlLi42B2FOr+FhRuXpHrSt8XIQQPHjygtbUVk8nEzz//zJYtW5gWU3RprzFjxqqs7pAFj3CjoLDZsI0kNXnhv9vtdtra2nj58iW5ubnYbDaKi4tX9d4kSfr+6SEX3uHzoBhRTZG+A7fLRWdXF263m/y8PIpLSlamriRgamqK/v434ad5eZHwN20egyWFmPyfURRZz/oRzM/Pc/HiRTo7O9m0aRO//PILsQnxXNTG6dU95CnvD9haaWGhMyr8bFITaDBkL1xbCMHTp09pb2/H4/Fw4MABTpw4IcNPJUn6yJA2SL/WuxDcrOuC4ZFhBgcGsVjMVFRWkvpBIGq0BINB+gcGmBgfx2qNobSslNTUVFzKPJWGzWSrsp71IxBC8OLFCy5duoSmadTX17Nnzx7mhINX2gtUVGKV1e199gkvYTQ2GbaQpv5+JtjlcnH58mUeP35MWloaNpuNiooKWcOQJOk9PqHxr8JDhBCkKpHakdfrpbOri/m5ObKzsymL4lD7dwkhsDvs9Pb24fV6yc7KoqSkBLcZLBj4G8YCrHLt+kPwer00Nzfz5MkTSkpKOHPmDKmpKQQmbxCa70KNyVrV4FMhdHTfBIbYfGJya1BU05v/Lujs7KS1tRW73c7u3bupqakhPj7+K88oSdKPZlwfo1t7TSJJC/MkxsfH6OvrQ1UNlFeUk5GesTLzJMJhBgcHGR0dxWQyU1JSTGZmFvPKHKVqOQWGwuhfVPou9fT0cP78edxuN6dOneLQoUMYHBPQ+v+BcBDSclf3htxz4J2HI38MlXsX/rPX610IP01ISKCuro5t27bJtesak8N31wuXA87/T6AouFULnV2duFwu8nLzKCmNXrL2l3h9Xvp6+5iZmSEzxkBBQQEJf/r/gvjkFb+2tLZcLheXLl3i5cuXVFRUcPr0aZKTk39/QPdDuN0ERhMkZ67OTXnmwW2HXTWRX594M5menqa1tZWuri4KCwux2Wzk5+evzv1JkrQuBOzPCM7cQ7FmMTY6Rv9CsnYFqWlpK359IQSTE5P0D/QTDgUpL0wis7SahFw52H6je5usfenSJYLBILW1tezfv//3xZHbDf/oH0WalKuqwLoKh2l1HV69goIC+Pt/H4qKPvEQnUePHnH58mUCgQBHjhzh6NGjWKKUNiRJ0voXFqE3SdtBVL+BrrfJ2llvhtqvQhJTIBCgr7+fyYlJ4lPjyCvO42jKCeIVWeDZ6Hw+H62trTx8+JDCwkIaGxvJyMj4/QFDr+HGv4NwKLJhuhqbkj43zE3C1qOw/yf4xP7N3Nwc7e3tPHv2jKysLBoaGigtLV35e5Mkad0IzXfjn7yOas1kcnKK3t7eSLJ2WTmZmZmw0j/OBMzMTNPX14ff76OsIJHM4oMkFdat8IWl70FfXx/nz5/H6XRy4sQJjh49utAUJfQwgalbhJzdqJa0VRnAGxm8O43pTO2OAAEAAElEQVRijMWafRxDTPYnH/PixQva2tpwOp3s37+fkydPEhsrg44kSXpDC8PF/wXs4wSSMn9P1k5Lo6KyAqtl5ffiQqEQAwMDjI2NEW9SKctIJumv/4coeeUrfm1pbQWDQTo6Orh9+zZZWVk0NjaSl5e38Pvz+hyd2msC+FdtAG9YhHDhJlvJodxQieETh7ndbvdC+GlKSgr19fVs2rRJHviRJOl3v/0G/+1/iygqYsbjobu7G03TKC0tJTc3d1V+Xtjtdnp7e/F4PJSFQqSfOkXMf/VfgQy72vBGR0c5d+4cU1NTHD58mOrq6oVhe0JoBKbvE5p7gWpOXhhguZKEEOgBO4piwJp9DGNcwScf8zb8dGZmZiH8dKUGfUmStP4IIfCPtxN2DyNM6fT1RYbaJyUlUVlZRWzcyu91aWGNoeEhRoaHMZsMlBWlkr3pjzEnyjrWRqdpGjdv3uTatWskJiZy5syZ9+qXWsCOf+IaetCBal2dAbxCD6H7pjEmFGHNOv7J/Wi/38/169e5c+cOsbGx1NbWsnPnTrl2lSTpd5MD0PzPIT4Fhy9IZ1cnwUCQouI3Q+1X4eeZ0+mkp7cH57yTwjgj2VVbif3r/89IH4a0oU1PT9PU1MTQ0BB79uyhvr5+YdieEIIhfZAhfQArFiyrNIDXKzxo6JQbKslSP667AgwNDdHc3Mzo6CibNm2ivr6etFU4Yy9J0vrhn7xFaP41wpzB4OAgIyMjxMfFUVlZRUJiwopfX9d1RkdGGBwaQkVQXpRCdtVprKlbVvza0trSdZ379+/T1taGxWLhl19+YfPm3wMN5kWIZm2CUd23agN4w0JnTPgpVGNpMGQTr3x8ZjgUCnH79m1u3LiBwWCgurqaffv2yfBTSZIWeIWHJ+FHGDAQdIfo6uzE4/GSX5BPcVHRqvy8+D381EFyThKFeYUcTTqOSZFhVxvd3NwcFy5coLu7my1btvDzzz+TkBD5TCeEYFyM0RfuwaQYiVmlAbx+4SNIkGK1lDy14JP7vRMTE7S0tNDX10dJSQkNDQ1kZ396nStJ0o/ptjbLHW2WPGFheGSEwcFBrBYLlVWVpCSvzFD7dwkhGBsfY2BgkLCmEV9VyJm0co5Yslb82tLaEkLw7Nkzfv31V4QQ2Gw2du3atfB+pod9+Cevo3mGI3XXVRjAGxm8O4lqTScm+ySqOemjx2iaxv379+no6EDTNI4dO8bhw4dXZEi1JEnrU1AEeBx+iI6O8EFXZxfz8/Pk5OZQWlqKybjyP898b8JPp6emScyIJ68gn2MpJ1ZtrSKtHY/Hw6+//sqzZ88oLS19M9Q+9fcH9D2FW38JKJC6SmtDrxPmZ2BnNeyp++TZ9dnZWdra2nj16hV5eXk0NDRQWCiHRa8VOXx3HQnfu8Rs27+hay6ANS6eyqpKkhI//hC70uZmZ3C8fsR9PRmxu5a6urr3f/hIG8bbZO22tjYMBgM///wzW7du/XhjUgjo/A1+uwSKCinZKzvEyGWPTHnffhL21IL65WJBX18fLS0tTExMsG3bNurq6t4fHixJ0g9LD7mZ6foDI0PdTNqDK5us/QWapjE50sX4xBRPR5LYf7iWvXv3ysMTG5TT6eTixYu8fv16IVn7k02Uc3PwT/4J3L0L5eUQF7dyNxUOw+vXkcG7/8F/ELneFwQCAW7evMmtW7ewWq2cOnWK3bt3o8rmZUmSgKHQIPdn7jHeNY7JYKaysmJN1oxOl5P+2X6mn8+Q4crEZmsgK0sWJDeid5O1w+Ew9fX17N2799NNlP3PIuExoSCk563s2tUzD84Z2HwYDvz81UapkZERWlpaGBoaoqKiApvN9v7wYEmSflhCC2Dv+UtGB18yOuUjOzub0hVK1v4SXdeZHOtjamKUx4NxbNtTzaFDh+ThiQ3K6/XS0tLC48ePKS4uprGx8ZNNlEILEpi6TcjVg2pJRTGsXCOoEPqbwbtxWLKOYoz9cvpoOBzm7t27XLt2DUVROHHiBAcOHMC4CgV8SZK+f6LnEfa//F/onZ4nZDRRUV5BRmYGyopPtX+f1+Nh5sVvvPIZGK04Rn3DTxQUfDycTdoY3k3Wrq6u5vDhw5+sAzh0O91aJwECKz6ANySCuPGQpWRRbqjC+IkG0HdNTU3R2tpKd3c3RUVF2Gy294YHS5L0AwsG8f/X/zVTLS30Wa2kZ2RQUVGx6gGOQgimu7qYff2aWwcPUvTX/zrHjx+XQZIbVDAY5PLly9y9e5fs7GzOnj1LTk7OR48TepjAzG+E5l6hmBNRjStXdxVCIAKzoBixZB7ClFDyxcfrus7Dhw+5cuUKwWBwIfz07fBgSZJ+bCH3MJOv/4L+oQl8QSgrLSUnJ3flA9k+4Pf5mRp5Qd+oiyFXAfW2nykrK1vdm5BWzfDwME1NTczMzHDkyBFOnjz5yTqA5p/GP3kDPeBAjclE+USQS7QILYgemMEQV4g16yiq8cuNUg6Hg/b2dp4/f052djYNDQ2UlHz5PVmSpB+ErhNs+5dM32ml26WRnJJCZVUlsTGr24ApEMyMjeDofcUdQw5ph21UV1cTt5JnRKU1Ew6HuXHjBtevXyc5OZnGxkaKi4s/epwudAa1fkbEMGbMxCgrFx4jhMCDB4Gg1FBOtpLzxX1oIQTPnz+nra0Nl8slw08lSXqP5p9m6tW/Y3BomHmPRnFxMfn5BSjq6i5eQ8EQE8MvGB6fo2smm+qaBjZv3izDODaoqakpzp07x8jICPv27aOurg6r9eMzS3YRpEWbYFz3k6tYMa5g2EJI6IwLPwVqLPWGLJKUL5+pc7vdXLlyhYcPH5Kamkp9fT1VVVXyNStJEkIIOoOveDr1hMnuSeLj4qmsqiIhPn7V72XGPsOgfZCZ+7OUxVZQW1tLUtLqz7WQVp6u69y7d4/Lly9jtVo5ffo0VVVVHz1OCMGoPsyA1o9BMRBL7Iq9dwkh8OEjTJhCtYgCteira9fu7m5aWlqYnZ1l586d1NTUyPBTSZIAcIgg//tcJ70jQ+hTcxQUFFC0SkPt3xUOh3kxOYx9bIL8R+M0HD7Ozp07ZW/+BuVwODh//jy9vb1s27aNn376ifhPfKbTQ278kzfQvKOo1gwUdeV6tISuofsjg3etWccxWL7c9+3z+bh+/Tp3794lLi6O2tpaduzYIdeukiQB0B/s4+HMfca7x7GarFRWVq7JPLc55xz9s/3MPJ4lN5xPfX096enpq34f0soTQvDkyROam5tRFIWGhobPvy91P4S7F0DXIS13ZedJuB2RX9uOwV4bGL7ckzM4OEhzczNjY2Ns3ryZ+vp6Ob9zDcjhu+tEX18fzef+wLbxR1SlxZG+de+qJGt/0kQ/IqOA5zm7ab12E4/Hw8GDBzl+/PhC8rK0/s3MzNDU1MTg4CC7d+/GZrN9+e9XCOh9DL/9GpnEnp4Ppig3L2lhmBmJDCzacRK2n/jklPdP0XWdJ0+ecPnyZXw+H4cOHeLYsWOfLKxKkvRjCAaDdHR0MPj6OvsqILegkoTktVlACS2IHrSjxe3g6m8jPH78mLS0NGw2GxUVFXIDaoMQQvDbb7/R3t6OyWRaSNb+4t+v0wn/7J/BzZuQlAT5+dFf1NntMDwMVVXwd/8ufOJQ7+fMz8/T3t7O06dPyczMxGazUf6Vwb2SJG1so6OjNF1oIlDkI3drDmUZZRi/skG0UlzCiQUr1v5YrjR3YLfb2bNnD6dOnfpkkUpan+bn57lw4QJdXV1s3ryZX375ZSFZ+7OGXsOdJnDOQloeWKK8l6FrMDsWWSdvOQx767+6UfqWEIJXr17R2trK/Pw8e/fulQ1WkvSD0zSNmzdv8uLhZfaXh8grKCUp7csDR1eK0MPo/ilE/FZuPZ3j3r17JCQkUFdXx7Zt2+TadYN42zj566+/omkaNpuN3bt3f/nAqh4iMP0bYWcXQjWimlOj/noQmh89YEe1pGLNPIwhZvGpox6Ph46ODh48eEBSUhJ1dXVs2bJFvmYl6Qc2PT3N+XN/SVb3TXbF6WRsP4DJvEYD+RwTYDQztLmGi7fuMzExwdatW6mrqyMlJWVt7kmKOo/HQ3NzM0+fPv10svYnzOtz9OhduHU38UocJiW6A/jeDlfQ0MhSsik1lH918O67ent7aW5uZmpqih07dsgGK0n6wb2tgT341/+ao9euUVBURPJafebWNHj+nHBDA9crK7l1+zZms5lTp06xZ88e2ayygXR3d3P+/Hm8Xi+nTp3i0KFDX/z7FbpGcPYhwblXoIBqSUOJ8tk7oQXQA7OopkQsmYcwxi0+VCEQCHDjxg1u376N1WqlpqaGXbt2ydesJP3AIjWw8xg8z9lZHkNWwTYs1rU5n6uHnKBrOA3bab5yn8HBQcrLy7HZbGRmZq7JPUnRFwgEaG9v57fffiM3N5fGxkays7+8D6sFZglM3kLzT6KYk6M+4F4IgQjOIzQfxoQSrBmHUYyLP/M7PDxMc3MzIyMjVFVVyQYrSfrBCSF49uwZ1y/8BYfmX1Gck0VqxdZVD2SL3IwO431oxdu5ay3k2o2bCCE4ceIEBw8elEGSG8jQ0BDnzp3Dbrdz7NgxTpw48cW/XyEEw/oQI/ogOjrxJES9b0wTGi7hxKxYKDGUkalkLXoPJxQKcffuXa5fv46iKJw8eZL9+/fL16wk/cDe1sDcE/fZW2kip3Ar1tivnN9cIXrYiwh78Ft30nrtBV1dXRQWFmKz2cjPz1+Te5KiLxwOc+3aNW7cuEFqaipnz56lsLDwi18zL0K0aZMMCS9JmEjEGNX6hRCCeUK4CFOsxFFryCThK4N33zU5OUlLSwu9vb0UFxdjs9nIzV2b84GSJH0furq6uNh6EdMOA3lluZRklKxJ3VUIgVPMk6QkE3gWpqO9g0AgsBAkKcNPN46JiQmampoYGxtj//791NbWfvHvVwjBhBhnQOsjJEIkKAkYohzOpgkNt3BjUAwUqsXkqfmL/j7QNG0h/DQUCnH06FGOHDkiw08l6Qf2tgZ2daoX/+FKtmYVkBa/NoO5fULDTpBDvjiGW2/z7NkzsrKyaGhooLS0dE3uSYo+Xde5c+cOV65cITY2ltOnT1NZWfnlrwl7CUzdIuweQjHGopgSo/4ZUA+5EUEnhtjsSOCpOXnRX2u322lra+Ply5fk5OTQ0NDwyZA5SZJ+HENDQ5y7cA5RGSanKjJPYrWH2r81L+aJIx5Dt5ErLR04nU4ZJLkB2e12zp8/T19fHzt27KChoeHrsxf6n8Hdi+Ceg/Q8MEd5zqAWjsyTUJTIHMRd1aAu7vvg7fmFtrY2PB4PBw4c4MSJE3J+5yqSw3e/c16vl5aWFh4/fkxRURF/fGA7KQ8vRgbDxK9Bw6XLAUEf1P77kFtGKBTi9u3b3LhxA4PBQHV1Nfv27VuzN0Pp22maxo0bN7h27RrJycmcOXOGkpKSxT/BzCg8aIGRLohNhMT0bx8SKAR45mF+GrKKIoOLcsuX9bzBYJCbN29y69YtzGYz1dXV7N27VzarSNIPpre3l/Pnz+NyuaiuPsmeMoHm6kaNyY56g93XCCHQfRMY44uwZlejqAYmJiZobm6mv7+fkpISGhoavtrMIH3fpqamaGpqYnh4+IvJ2p8UDEJ7O/zhDzA7C2VlEI1FfjgMvb1gMEBNDfzVvwrLTBIaGxujublZNlhJ0g8sGAxy+fJl7t69S3Z2NnV/VMt02iQgiFVWf2hoUATxCz9Vxs1kqJlomsb9+/fp6OhA0zSOHTvG4cOHMZlWLgVSWlkfJmv/8ssvbNq0afFP4JiCR20w8BzMsZCSCdH4HOh1RYZnpefBrhoo3rqstWs4HObevXtcu3YNIQTHjx/n0KFDsllFkn4wIyMjnDt3jpmZGY4cOczhbQno8y9QY7JQFlmEiRYhBLp/EkNMNjE5NSgGC7Ozs7S2tvL69Wvy8vJoaGj4ajOD9H2bm5vj/Pnz9PT0sHXrVn7++edFhxYIoRN29RKcfYIemke1pKIYvr0gKYSOHrCjCB1jYinm1N2opuUFKUxPT9Pa2kpXVxcFBQU0NDTIBitJ+sGEw2Fu3LjB9evXSU5O5o9qjlP46nLkc3x63urfUMAHjnE48sew6QC6rvP06VPa29vxer0cOnSI48ePyyDJdUwIwdOnT2lubkYIQUNDAzt37lz0gVi/8DOk9TMlJlFQiSc+KodpQyKEW7iJVWIpNBSRoWQta4CDrus8evSIK1eu4Pf7OXz4MMeOHZMNVpL0g/mwBmbz+TD/+Z9DeTmsxQHAri7IzYX/7D+DlBScTift7e08efKEjIyMhSBJGcaxfrndbn799VeeP39OWVkZZ86cWXRogRACzT1IwP4Y3T+LYklGNX573TUyGHAOoQUwJhRjSd2Nakle1nPNzc3R3t6+0GBls9koKyv75nuUJGn9+LAGdvrnWvLjBhEBB4o1Y9XfwyKhbNOY0/ZgSduFEILXr1/T2tqKw+FYCJKU4afrW2dnJxcuXMDv91NTU8OBAwcWfaZWD3sJ2p8RcnahCIFiTUWJwqAFoQXRA7MoxjjMqdsxJVaiqEuvlQohePHiBW1tbTidTvbt20d1dbVssJKkH8y7NbBt27ZxuiKbmAeXIDkLrGvw88A+Hmnsa/gzSMrA6/Vy9epVfvvtNxITE6mrq2Pr1q1y7bqO+f1+2trauH//Pvn5+Zw9e3bRZ2qFEMwJBwN6P04xTwwxWLB88+tBCIEPH0ECpChpFBtKSFCWN2TE4/Fw5coVHjx4QHJyMvX19WzevFm+ZiXpByKE4MmTJzQ3NwPQYKulMn0GzTceOde02mtXoaH7JjElb8OScQBFUejr66O5uZnJyUm2b99ObW0tycvslZC+DwMDAzQ1NTE3N8fx48c5duzYos/U+oXGI83BEzFPUOhkKRaMUTgzHBI6kyKAVVHZrSazS03BvMzn7enpoaWlhampKXbu3EltbS2JiWszEEySpLXxbg2svLyco41HGI0ZxqJYsCirfw7DJ7zoCLYadpCoJhIIBBZ6861WK6dOnWL37t2yN38dC4VCXL16lVu3bpGenk5jYyMFBYsPF3Xq8wzo/cwJOxasWLFGZe0awI8fP0lKMkVqCcnq8uap+P1+rl+/zp07d4iNjaWmpoadO3fK16wk/WBev37NxYsX8fv9VNfU4NhbSJdwU6DErPraVReCEeFjs5qAzZCNqiiMjIzQ3NzM8PAwlZWV1NfXk5GRsar3JUXX+Pg4586dY2JigoMHD1JTU7PoAfBCDxOce0XI8Ryh+VCt6Sjqt/c/C11DBGZAMWJKqsKcun3ZvT5DQ0M0NzczOjrKpk2bqK+vJy0t7ZvvUZKk9ePdGlhBQQE1f3SKiaQxVFRilNU/MxwQAYIE2WzYSqqaRjgc5u7du1y7dg1FUThx4gQHDhyQvfnrmKZp3L59m46ODuLj4zlz5gzl5eWLf4LZcXjYCkOvISYekjKiMwvR64S5KcgshN21UFC1rOf9cH7n2/BTOb9z5cnhu98pIQTPnz/n119/RdM06uvr2bNnTyRX+1EbPLocOewTs4oHVn1umJuE3TWwu+69b3aXy8WVK1d49OgRqamp1NfXU1VVJQ9PrDNDQ0M0NTUxOzvL0aNHOXHixPKGUYWC8PouPL8BnjmISYCENDAu8bl0DVz2yOBdaxxU7oMdJyL//o2cTieXL1/myZMnpKenU19fT0VFhXzNStIG9zZZ++nTp5SUlNDY2Ehqaip6yI1vrA096EC1rt5hHyEEwj+FYorHmlOLwZLy3u91d3fT0tLC7Owsu3btoqamhoSEtUkCl5YnHA5z/fp1bty4QUpKCo2NjRQVFS3vyQYH4c//HB49Ak2DnBxISVn6AszthrGxyFDf0lL49/492Lv3mxeIHzZY7dmzh1OnTskGK0n6AXR3d3PhwgU8Hg/V1dUcPnwYVVUZ1Ybp03uxYsGirN6goLAI4cJNrpJPueH9z/g+n4/r169z9+5d4uLiqK2tZceOHXIdsM5MTk5y7tw5xsbGFobaL2uwjxaGnofwpAOcdrDEQlI6GJeYaK3rkbWvyx5pjirdGdk7iUta+j194MMGq9raWrZt2yZfs5K0wb1N1v7tt9/Iycnh7NmzZGdnIzQ/vrHLaL6JN40qq3P4TwgRaXBXTcTknMIQk/Xe7w8MDNDS0sLY2Bhbtmyhrq6O1NTUVbk3KTp0Xefu3btcvnx50cnan32uoJPg7CNC7kEQYRRTAooxbsnvXUIPogedoAdRzSmY03ZhjC+Oyuu+r6+PlpYWJiYm2LZtG3V1dbLBSpJ+AO/WwI4dO8aJEyciB2h6H8ONP0SCTxPTV++GQkGYHoKynXDiT8Dw+2GeYDC4cHjCZDItBEnKwxPry7vJ2tu3b+enn376erL2JwghmBZTDGkDePFgwEAMsRiVpR0AizSnBPALHyoG0tUMigzFxCjfPlzkbYPV7du3MZvNnDp1ij179shmFUna4D5bAwsE4L/77+DuXdi8GRbZPBAVw8ORGtrf+3uwb997vzU+Pk5zczMDAwOUlZVhs9nIysr6zBNJ3yMhBI8fP6alpQVFUfjpp5/Yvn37svZK9bCH4OwTwq5ehB5CMcW/Wbsu7b1L6GH00DxoAVRTIubUHRgTy6MycHB0dJTm5maGhoaoqKjAZrPJBitJ+gG8WwPbv38/tbW1WCwWwp4R/BPXAFAty2syX463w4sMcfnE5JxCUX9/X9c0jd9++42rV6+iadpCkKQMP11fXC4Xly5d4uXLl1RUVHD69Oll7ZUKIdA8w28G3M+AYkA1J6EYllbDFUIgNC8i5EJBwRCXjzltDwbLt9ccPmywOn78OAcPHpQNVpK0wem6zp07d7hy5cr7NTBdg+v/FrofQEYhmFZxiJHLDj5XJJStcu97vzUzM0NrayudnZ3k5+fT0NCwpKE30vfh1atXXLx4kUAgQF1dHfv27VvWXmlIhBjWBpkQ44RECIsSGWW01CA1XWiRobtvniNPLSBXzcMQhbXr1NQUra2tdHd3U1hYSENDA3l5axB2KEnSqvpcDUzzT+Mfv4LQAiiWtFXsydEja1drJtbcmvfCtnRd58mTJ7S3t+P3+zl06BDHjh2T4afrjM/no7W1lYcPH1JYWEhjY+Oy90pHdC+39VnGhB8FSMFMDOqSXq+RgfYaDkIA5CsxHFLTyFW/fbiIrus8fPiQK1euEAwGF8JPFzuoSZKk9UkIwaNHj2hpaUFV1YUaGECf1suoGCKOeEzK6u29BkQAPz6K1TIKDIXv/d78/Dzt7e08ffqUzMzMhfBTaX3p6+vj/PnzzM/Pc/LkSY4ePbqss2lhEWZMH2FMHyEggpgVMzHELGPtquPHt/AcuWoeeWo+xii87h0OB+3t7Tx//pzs7GxsNhulpaXf/LySJH3fPlcDc4gg58PjzBEkJwpDwxdLCMGY8JOqmjljyCFZMb/3e69evaK1tZX5+fmF8NPlnDeV1k4wGKSjo4M7d+6QkZHB2bNnl71XqvlnCMw+RPeOIYRAMSeiGJY+MFpofkTQiRA6Bmt6pO4amxuVYfnPnz+nvb0dp9PJ/v37OXnypAw/laQfwNsaWDAYpLa2lv3796MoCkPaIAN6H7HEYF7F8JiQCOHBTb5SSImh7L2fbx6Ph46ODh48eEBSUhJ1dXVs2bJF9uavM6OjozQ1NTE5Ocnhw4eprq5e3l5pOARd9+HpVXDNQUxcpH9sybMQ9TezEOciPWgVe2FndVRmgLrdbq5cucLDhw9JSUnBZrPJ+Z0rTA7f/Q7Nzc1x4cIFuru72bp1Kz/99NP7g/a0MNy9AC/vQMoqDeD1ucExAVuOwMFf3msAfdfk5CQtLS309vZSXFxMQ0MDOTk5K39/0jfx+/0LAz3y8/NpbGyMTpPR/DQMvICexzA/BSiRYUaW2MgbyIevI12HoA/8Xgh4Ik1RiSmRwUVFWyE979snx39gfHyclpYW+vv7KS0txWazkZ2dHdVrSJK09oQQPH36lObmZoQQNDQ0sHPnzvc+ZGr+GfwTV9FDTlRr5ooPMYoM3p1BMVqxZB3HGPvp90tN03jw4AEdHR2EQiGOHj3KkSNH5OGJdWBwcJCmpiYcDgfHjh3j+PHj396wEQrB06dw4wY8fgzz8xAbC/HxkJAQ+fd33yuFiAzZdbkiv9xusFqhshJOnowM3Y3yQOcPG6yOHTvG4cOHZYOVJG1A7yZrl5WVcebMGVJS3h8kP6D1MSyGiCFmVdK23w7ezVKyqTBUYvjMIBq73U5bWxsvX74kNzcXm81GcXHxit+f9G1CoRDXrl3j5s2bpKWlcfbs2eg0GbkcMPQSuh9G9j50EVm3Wt+sXz+3dg34ImvXcAjik6F4W+RXVlHU166zs7O0trby+vVr8vLyaGhooLCw8OtfKEnSutPZ2cmFCxfw+/3U1NRw4MCB9xrx9OA8vomr6P6ZVRnAGxm8a0dRVKxZRzDGF3/2cU+fPqW9vR2Px8OBAwc4ceIEMTGrn1gqLc34+DhNTU2Mj49z4MABampqljfU/h1C6Gi+CcKufsLuIYTmBdWEoloiwxZU80eFP6GHEXoAtABCC4BiwGBNw5RQjiG+8L3mqGh422B1+fJlfD4fBw8e5Pjx47LBSpI2oHeTtT9ZAxMCnt+EB81gjYfEtJW/qVAApoagaDMc/5PIwY1PcLlcXL58mcePH5OWlkZ9fT2VlZXy8MR3Ttf1hWTtuLg4Tp8+TUVFxTc/b0AEsItZJvVxXLoLgY5RMWHChBHjR4MShBCECRMmRIgwGhoWzKQq6WSomSQpyUtudPma+fn5hfBT2WAlSRvbV2tgdjv8D/9DpKa1adPqDOAdGQG/H/7O34Ha2k8+RAhBZ2cnra2t2O12du/eTU1NjQySXAdmZ2dpampiYGCAnTt30tDQ8M0NG0IIdP8kIdcgYfcAIuwGxYhieHftqn7wNVpkzaoFEHoABQXFkoIpoRxjfCGqKbp117cNVm1tbczNzS2En8oGK0naeN6tgaWnp9PY2PhRDSzk7CEwdQcUdVUG8ApdQ/dPYojJxpp9EtX06fdLn8+3ECQZHx9PbW3tsoejS6tHCMHDhw9pbW3FYDDw888/s3Xr1m9vtNT8hD3DhJy9aP4p0ENgsLzZG7aCYnjvGkII0EMIPYDQ/KCHUAwxGGPzMCaWYojJRVGjG0bk8Xi4evUq9+/fJzExkfr6etlgJUkb1FdrYAEvXP93MPAM0gvBvAqNoC47eJ2wtx62n/js2ZL+/n5aWloYHx9n69at1NXVvXcmS/o+OZ1OLl68yOvXr6mqquKXX34hKenbgruFELhxMaNNMy2m8ONHQVnYFzZh+ug9TBf6ws5wSIRAgVjiyFSzSFfTiVWiv6bs7e2lpaWFyclJtm/fTm1trQw/laQNSNM07ty588UaWNgzjH/iBkKEUVdhAO/bwbuqNY2YrJOoluRPPi4YDHLz5k1u3bqF2WxeCD+VQZLfNyEEL1++5NKlS4RCIerr69m7d+83v64CQmNAeOnUnYwIHwGhY1VUrBiwYsCE8tHaNURk4K4fbeHx+Uosm9QEipQ4zFGuuwYCAW7cuMHt27exWq3U1NSwa9cu+ZqVpA3oazUwTWj0aF1MiHHiV2kAb0AE8OEjXymg2FD62bMlY2NjNDc3Mzg4SHl5OTabjczMzBW/P+nbeL1eWlpaePz4McXFxZw5c4b09G8PrPcIDzP6NFP6BD58KCgL61Yjxo9eR2/Xrm9Wrwgghhgy1SzS1HTilejWXQFGRkZobm5meHiYyspKbDZbVP7skiR9XxZTAxvTfTRrE7gJr8oAXiEEY/hJxEiDIZuczwR3hMNh7t27x7Vr1xBCLISfyiDJ719vby/nz5/H5XJRXV3N4cOHlzXU/l1CD6N5Rwm5+tC8Y5FaqmqOnGtSLZH+nA/rriKMeNuPowdANWOwZmFKLMMYl7/k4NSvCYfD3Llzh+vXr6MoCidOnODAgQPyNStJG9CHNbDTp0+TmJi48Pu60OnXehkVw8QSuyoDeEMihBs3OUoOZYbKz4ZOTk9P09raSldXFwUFBTQ0NJCfn7/i9yd9m2AwyOXLl7l79y7Z2dk0NjaSm5v77U/snH0zC/ERzE2CAKxxkTmIX5wn4Y3MQ9TCkJACJW/mSWQURH2exNTUFC0tLfT09FBUVERDQ0N0/uzSR+Tw3e+IruvcvXuXy5cvExMTw+nTp6mqqvr0g0NB+O1XeHUb4lMj35QrxeUAtx02H4b9P4Hpy00xQgh6enpoaWlhZmaGHTt2UFtb+96bpvT9eDdZ+22qQNQLcUE/jHTBWA9Mj0QOjQV8kYZmAIXIvysKmGMiA6XT8yCnFAo2rfiAaSEEXV1dtLS0YLfb2bVrFzU1Ne8PvZYkad1yOBycP3+e3t7e95K1P0XzTeGfuokecKBaM1DUldncEUKLDEoyxmPJOoIx9usfdP1+P9evX+fOnTvExsZSU1PDzp075eGJ75Df76e1tZUHDx5QUFBAY2Nj9IvHQkSaiO/fh9evYWgoMljX54u8n759XxUCTKbIgN2sLKiqgj17Iv/8xo3br/H5fFy7do179+4RFxdHXV2dbLCSpA1CCMHjx49paWlBURQaGhrYsWPHJ7+/daEzqPUzIoYxYSKGpScsLlZABPDiJUvJptxQsaiE46GhIZqbmxkdHWXTpk3U19eTlrYKg5akJevv76epqYn5+XlOnDjBsWPHvrkI+ZFQMLJuHe2B6WHwzEc2RHU98vsKkY1UALM1MiArNRdySiJr1/jk6N7PJwwMDNDc3Mz4+Dhbtmyhrq6O1NTUFb+uJEkrz+Vy8euvv/LixYv3krU/RQs4CEzeQPNPoVrTUdSVGWIkhI7wz4LBhCXjEKaEkq9+TSgU4vbt29y4cQODwcDJkyfZv39/9H9mS98sFArR0dHB7du3ycjIoLGxcUWKx3rQSdgzjOabQA84IunZevDjByoGFIMF1RiPas3AGJeHISYn6oMVPhQMBrl16xY3b97EZDJx6tQp2WAlSRvIomtgQsDzG/CwFQzmSPjpSu1h+T0wOw5FW+DYH0Ps1+unExMTtLS00NfXR0lJCTabTYaffqfGxsY4d+4ck5OTHDp0iFOnTkU9SE8XOvNiDrs+iwsnfuEnJEII5eNjHwYMmDETq8SRpCSTpqYRo0R3oP2njI2N0dLSwsDAAGVlZdhstugEv0qStOY+rIGdPXuWjIyMTz94ehr+8T+GR4+grCwSJLkSdB0GBiL//rf+FtTXf/V9XNM07t+/T0dHB5qmLYSfyiDJ74+mady6dYurV6+SkJDAmTNnKCsri/p19JCHsGcI3TeJFphFhP2RgJi3r6W3b7OKEhkeaIrDYM3AGJuHITZ3xc4VvBUOhxfCT2WDlSRtPIutgQkhCDt7CMzcQwgd1ZK6YuFsQguiB2YwxOZizTyKav762tVut9Pa2sqrV6/Iy8vDZrNRVFS0IvcnfZuZmRmampoYHBxk9+7d2Gy2qAfpRQZgTRH2jqD5JtFD7khDqND4vega+aeimsBgwWBOQY3JwhhXgGpOXvHzRTMzM7S2ttLZ2UlBQQE2my06wa+SJK25UCjElStXuHPnztdrYD433PwL6H8GqTkr17MgBMxNRYLZdtXAjhPwlVrUh+GnBw8e5MSJEzJI8jskhOD+/fu0tbVhMpn45Zdf2Lx5c9Tfy4IiiF3MMq87cAkXQYKECX/0OEWAUTFhViwkkECymkKqkobxMyH20aLrOo8fP+by5cv4/X4OHTrE8ePHvzn4VZKk78NSamBh9yD+qdugBVCs6Su3dtVDkZ4cazrWrKMYLF8/++t0OheCJNPT06mvr6eiokL2N3yH5ufnuXDhAl1dXWzevJmff/456r3JuhBMiQD9uptx/DhEEL/QCSn6wmPermBNQsWqqKQoZvKUGErUODKwrPhrZ35+nvb2dp4+fUpWVhY2m21F9sglSVp9mqZx8+ZNrl279tUaWFiE6dW6mRDjxBKLZYWGGAkh8OMjSJC8rwzeffdrOjs7aWlpweFwLARJyvDT748QgufPn/Prr7+iaRo2m43du3dH/b0sJEI4hB2HbseNi6AIEiYUuYcPHmvChFkxE08CyWoyqUr6ig+Yfjvcv62tjfn5efbu3Ut1dbUMP5WkDWIpNbAR3Uu7NsWcCJGtWDCu0No1LHTGhZ8UxUydIYu8zwzefZfX610IP01MTKS2tpZt27bJtet3yOPx0NzczNOnTykpKaGxsTHqfZ5CCPSgnbB7BN0/iRacezNc9+3e8O9117eh46opEUNMJsa4/Mi8lBV6fb/l8Xjo6OjgwYMHJCUlUV9fvyJ75JIkrb6l1MA0oTGg9TEqRrBgwbqCA+79wo8fH9lKLqWG8kXVwPr6+mhpaWFiYoJt27ZRV1cngyS/U93d3Zw/fx6v18upU6c4dOhQ9Ps8QwEY6YbRbph5MwvR7/1gFuKbf5pjIgN603IjsxALNy2qD+xbvZ3fOTU1tTC/81uDX6X3yeG734mJiQnOnTv3+WTtT9HC8OQKvLgd+YZOzwdjFDeVwiGYHQWTBbYchp3VH0/n/gJd13n48CFXrlwhGAxy+PBhjh07FvUGQ2l5XC4XFy9e5NWrV1RWVnL69OnV+QGr6+CZg/mZyIE1XQMEqMbIBPikNIhPWdJrLVo0TePBgwd0dHQQDoc5evQohw8flq9ZSVqndF3n9u3bdHR0EBsby5kzZz5K1v4ULWAnMH0PzTuGYopHMcZHdVGnhzyI0DwGayaWjAMYYpbWcO5wOGhvb+f58+dkZ2djs9koLS2N2v1JyyeEWBjoEQqFqKurY9++fauzOej3w/g4TExAIADhcGS4rtEIGRmQmxsZwLsGG5XvNljl5ubS0NAgG6wkaR2z2+00NTXR39//yWTtTxFCMKqPMKwPEhIhEpSEzyaILYcudNy4QUCOmkuxoQTDEpoF3h4iaWtrw+VysX//fk6ePPnVP5e0Onw+Hy0tLTx69IiioiIaGxtXJ11aiMhm6fw0eF2RtavQI2tXswUSMyAxdU3Wrp9qsDp+/HjUm2IlSVodHyZr//TTT4s6GKMHnQSm7xL2DKMYY1BMSVFde4iwDz3oQLWkYUnfhzFuaUNZ3W43V65c4eHDh6SkpGCz2aiqqpKHJ74T7yZrnzx5kiNHjqzKgGShh9FDTkTIidBDkfdWFFAMqMY4FHMiimHlwhq+xOl0cuXKFR4/fkxaWho2m002WEnSOuZ0Orl06dLSamBCQPdDeNQWCSZNz4+EbkSLroN9HLQQlO2CAz9HDmAskhCC7u5uWlpamJ2dZefOndTU1Mjw0+9EMBhcGOiRlZXF2bNnVyVdWghBkCB+4SNAAB0dgUBFwYARqxJDDDFR3YdZyr11dnbS2tqK3W6XDVaStM69bUC7dOnS0mpgDgf8838Ot29DbCwUFn51uNCSuN3Q1xepg/3NvwmHDy+pFubz+bh+/Tp3794lLi6O2trazwbNSatvZGSEpqYmpqenOXz4MNXV1asyIFnoGiLkiqxf9cB7a1fFGINqSkIxxq7J68Tr9S6EnyYkJFBXVycbrCRpHVtuDSzsHiAw8wA9OBcZwGuI3tpVCIF406xnTCjCkn4Q1bS0hvPBwUGam5sZGxtj8+bN1NfXyyDJ74Smady4cYNr166RlJREY2MjJSVfD937VkII0ALooXn0sOfNmWEdFBUUI6opEdWcGBnCuwb6+/tpbm5eaLCqra0lJSVlTe5FkqRvt6waWMAHv/0KPY8iP5vScqO7dg0GIg17cUmwuwaq9i9p7RoKhRaCJI1GI9XV1ezdu1eGn34npqamaGpqYnh4mL1791JXV7cq53d0oePHj094CRNGR0cBFFRMmIhVYrGsYFPzlwSDQW7evMmtW7cwm82cOnWKPXv2yPBTSVqnllsDC3vHCMz8hu6fQTEnoxqjdx5XCBE5dxL2YojLx5pxENW8tH7I8fFxWlpa6O/vp7S0FJvNRnZ2dtTuUVo+Xdf57bffaG9vx2KxcPr0aTZt2rQq1/YLjTkRYp4QYfSF2QpGVJIUE8mYsK5B3RVgdHSUlpYWBgcHqaiooL6+nszMzDW5F0mSvt3IyAjnzp1jZmZm0TUwTWgMav2MizF0dBJI+Opg3KXQhIZLuDApJvLVAvLUgiU9v6ZpC0GSmqZx7NgxDh8+LMNPvxNzc3OcP3+enp4etm7dys8//7wq53ciA50ja9cQIQSRAfdv164xSgwWrFF9LS9WOBzm3r17XLt2DSEEJ06c4ODBgzL8VJLWqeXWwCaEn2vaNKPCRzImEqM8ANwpQswRIl+J4aQhg0xlaXXd2dlZWltbef36Nfn5+TQ0NMggye/E297O5uZmhBA0NDSwc+fOVdmPFVoQPeRED7neDODVARVUA6oxPlJ3jeIZgqWYnp6mtbWVrq4uCgsLsdlsnw9HlCTpu/dhDay+vv6rIaG60BnRhxjVRwiLMPFK/ArMk3ChoJKr5FFoKF7S8+u6zpMnT7h8+TI+n2+hN1+Gn34f3G43v/76K8+fP6esrIwzZ86szvkdXQfPPDhnwffBPAlLDCSmQcLazJPQdZ1Hjx5x+fJlAoEAR44c4ejRozL8NErk8N01FgqF6Ojo4Pbt26Snp3P27NmlfXgUAsb74GEbTPRDfDLEp37bgR9dB7cd3I7ItO3ddZF/LvODfiAQ4MaNG9y+fRur1UpNTQ27du2ShyfWiBCCBw8e0Nraislk4ueff2bLli2yEeMdfr+f69evc+fOHWJjY6mtrV21xa4kSdExNjZGU1MTExMTX03W/hShBQnOvSA09wqhB1HNySiGb/vwKfQgIuAAxYgxqRJLyg4U4/IXYSMjIzQ3NzM8PExlZSU2m211BtFJnzQ/P8/Fixfp7Oxk06ZN/PLLL3LwxQcGBwdpaWlhdHSUzZs3U1dXR1ra1xPmJUn6Pmiaxq1bt7h69epXk7U/xyWcDGh9OIQDMyasxHzTIQkhBAEC+ISPBDWBIrWEVCVt2Z/bQ6EQd+/e5fr16yiKwsmTJ9m/f788PLFGhBC8ePGCS5cuoWka9fX17NmzR67L3hEKhbh9+zY3btzAYDBQXV3Nvn37ZIOVJK0jS0nW/hShhwnNdxJ0PEOEvaiWFFAt3/SzUuhh9KADhMCUWIE5deeShyu8a3JyktbWVnp6eigqKqKhoWFVBtFJn+b1emlububJkyeUlJRw5swZuS77wMTEBM3NzbLBSpLWqQ+TtZdVA3NMwoNWGHwZOSiRlPFthyTeDfZIzowMVyjZsexarqZpC+GnoVBo4fCEDJJcOz09PZw/fx6Px0N1dTWHDh2S67J3aJrG/fv36ejokA1WkrROfXMNLByGa9fg3/7bSJBkQQEkJ39bYGQwCCMjkXDKI0fgb/wNyMlZ9tM5HA7a2tp48eIFOTk5NDQ0UFxcvPz7k75JIBDg8uXL3Lt3j5ycHBobG8n5hr/fjejdBqu8vDwaGhooLCxc69uSJGmRolED00MugrOPCLv6EYoaOdekLn/tGhmO6o8EspkSMKfuxJhYjrLMBhghBM+ePaO9vR23270QfiqDJNfO8PAw586dY3Z2lqNHj3LixAm5LnuHrusL4ader5dDhw7JBitJWme+uQam6zD4Ah61g30CEtMjw3K/Ze2qhSMNen4PFG6CvfWQuvy1jcvl4sqVKzx69Ii0tDTq6+uprKyU52jWSDgc5vr169y4cYOUlBQaGxspKipa69v6rjidTtrb23ny5AkZGRnYbDbKy8vla1aS1pHu7m4uXLiw7BqYHvYStD8h5OxGEaBYkr85dENofvSAA8UYgyl5G+bkzcteDwsh6OrqoqWlBbvdzq5du6ipqSEhIeGb7lFavsnJSZqamhgZGWH//v3U1tbKddk7hBC8fv2a1tZWHA4He/fupbq6WoafStI68q01MCEEDmFnUO/HKZzEYP3m0A0hBD58BAmQrKRSrJaQqC5tqP27fD7fQpBkXFwcdXV1bN++Xa4D1oiu69y9e5fLly8TExPD6dOnqaqqWuvb+q54vV46Ojq4f/8+iYmJ1NXVsXXrVvmalaR15FtrYH6h8UBz8FTMEUKQjhnLNw4JDAiNGRHErKjsVJLYbUj5piCPgYEBmpubGR8fZ8uWLdTX18sgyTXkcDg4f/48vb29bN++nZ9++om4uOX3XG1EfX19NDc3Mzk5yfbt26mtrSU5OXmtb0uSpEWKRg1sXp9jQO9nTjjerFxjvnnt6n/zv0QliWK1hGQlZdnPGQwGF8JPTSYTp06dYu/evXIW4hoRQvD48WNaWlpQFIWGhgZ27Ngh12Xv+HB+56lTp9i9e7d8zX4jOXx3DfX19dHU1LS0ZO3PCXjh+Q3ofgjuOTDHQFI6mJYwKDAUgPkZCPoiQ3wr98LWY5HG0iiYn5+nvb2dp0+fkpWVhc1mW/KwJunbTE9P09TUxNDQEHv27KG+vl4eaP6CDxusbDbbolKOJElaOx8mazc2NpKXl7fs59N8kwRmH6P5J0EPo5jiUYzxi/6QLoRAhL2IkAsUFYM1HXPqTgyxeVH5oC+E4OXLl7S1tTE/P79weEJu0q0eXdcXBnpYLBZ++eUXNm/evNa39d16t8HK5XJx4MAB2WAlSevA6Ogo586dY3p6msOHD3Py5MllD/XRRJgxfZRxfQw/fgyoxBCLUVn84VdNaPjwESKEBQsZSiYFhkLMSnRSmjweDx0dHTx48ICkpCTq6+vZvHmz3KRbRXNzc1y4cIHu7m62bNnCzz//LA80f8G7DVapqanU19dTVVUlX7OS9B1bbrL2Z5/PP0vQ/hjNO47QgyjGuMj6dZFD7oUQCM2HCLlQAMWSiiVlB4b4wkU/x9f09PTQ0tLC1NQUO3fupKamhqSk5R/QlZbm7Vrs119/RQiBzWZj165d8r3iM942WLW2tjI7OysbrCRpnYhqDUwLQ9cDeHEzUjs1GCPDFqyxS3uOt8nHMfFQuBl2nYokHkeB3+/nxo0b3Llzh5iYGGpqati5c6c8PLGKPB4Pv/76K8+ePaO0tJQzZ86Qmhqdv9+N6MMGq9raWnkoSpK+c1GvgY2Nwb/5N/DoETidkJoK2dmw2PAzISJfNzYWGYpUUACNjXDiBERp6PnQ0BAtLS2MjIywadMm6uvrZWDJKuvq6uLChQt4vV5qamo4ePCg/HzzBQMDA7S0tDA2NsaWLVuoq6uTn0ck6TsXzRqYEDphVz9BxzP04Fxkb9eUCIbFD1sQQkeEXIiwB0W1YIjLx5K6C9WSvKx7+lAoFOLOnTtcv34dg8GwEH4qA0tWj9/vp729nfv375Obm8vZs2fJyspa69v6bn3YYFVdXc3evXvla1aSvmNRr4G55+BJBww8f7O3mwAJaWBcwqDAgDeyr6yFIvvKW49A5b6lPccXTE5O0tzcTF9fHyUlJdhsNhlYssoGBwdpamrC4XBw7Ngxjh8/LsPdv2B8fJzm5mYGBgYoKyvDZrPJzyOS9J2LZg1MCIHmGSZof4IemEUgUEwJKIbYJa5d3YiwG1QzxphszGm7MVjTl3VPH9I0jQcPHtDR0UE4HObo0aMcPnxYhp+uonA4zNWrV7l58yZpaWk0NjbKsLEv0DSN3377jatXr6LrOseOHePQoUMyZEeSvnPRrIGFRJBhbYgpMUmAACZMxBCDYQlD/cIijA8vGhpWYshWc8hV85fU1/MldrudtrY2Xr58SW5uLg0NDTKwZJVNTExw7tw5xsfHOXDgADU1NVgs0em52ohmZmZobW2ls7OT/Px8GhoaKCgoWOvbkiTpC6JZAxNCMCx83NPtTOg+NASJiokEjEuaJ+EijFOEMKCQo8ZwUE0lX13CueOvPP/bIEmPx8PBgwc5fvy47M1fRbquc/v2bTo6OoiNjeXMmTNUVFSs9W19t3Rd58mTJ7S3t+P3+xfCT+XnEUn6vkWzBhYWYcb0Ecb1MQL4MWAkhphlzJPwEiKMBQtZSjb5hkJMSnT2wZxOJ1euXOHx48ekpaVhs9moqKiQ/Q2raHZ2lvPnz9Pf38/OnTtpaGggNjY6n582onfnd2ZmZi6En0rLI4fvrgGv10tLSwuPHz+muLiYxsbG6DVruOdg6BX0PAL7eKSxUzFEBuhaYkE1RBK4hQBdixzuCfhAaJHfS8uFij2RBtC4lRl+MDo6SnNzM0NDQ1RUVFBfX09mZuaKXEuKCIfD3Lhxg+vXr5OcnExjYyPFxcVrfVvrxvDwMM3NzYyMjFBVVUV9fT3p6dEp0i+GEAKnJpgIaUwEdcaDGnNhnZAABTCrkGkykG02kG1SyTIbiFHlBznpx9PT08P58+dxu91UV1dz+PDhqBx8F0JH800Sdg8Qdg8iwt7Ib6gmFIPlTfr22+85gdDDCC0AehAAxRCDMT4fY3wphphsFDX6h/HD4TD37t3j2rVrCCE4ceIEBw8elIc5V9jU1BTnzp1jZGSEffv2UVdXJ5O1F+nDBqsTJ05w4MCBVW1W0YRgnhAOEcQhgsyJEEF0NAQGFKyopCoWkhUTKYqZBIyocqNE+sEEAgGuXLnC3bt3yc7O5uzZs1Fr1giKAHYxy6Q+iUt3ois6CgrGN/9TUVEAAQgEYcKECCGEQFEUYpU4spRs0tQ0YpSV2USbnp6mpaWF7u5uCgsLaWho+Kah/tLX6brOvXv3uHz5MlarVSZrL9Hk5CQtLS309vZSXFxMQ0PDqjdYuTSdiaDOZEhjLKDh0HSCeuTTskmFdKNKjjmyfs0yqcQZ5OAM6cczPDxMU1MTMzMzy0rW/hwhdHT/DCH3AJp7AD3kjvyGakRRLSgGMx+tXfU3a1cBisGKITYXU0IphthcFDX660ld13n06BGXL18mEAhw5MgRjh49Kg9PrDCHw8GFCxfo6elh27Zt/PTTT8THx6/1ba0L7zZYhUIhjh49ypEjR1a1wUrTBQ4XzDoF0/MwPSfwhwRhDYwGsJoUMpIV0hMhPUkhJQEMcm9Y+sGsaA0s4IWRrkjddXIwEmSqKJEQVEtsZCivogIiMgQw6IvUXbVQ5L8npkH5bijaAsmZka+Nsrm5Odra2nj+/DnZ2dnYbDZKS0ujfh3pd0IInjx5QnNzs0zWXoYPG6xsNtuq162DHnCPg2sMnCPgnQEtGDlCYTBDTBok5kFCbuSXRc7fl35Ak5OTNDU1Rb8GJgQMDsLdu3D9OkxORt5DLRZISIDY2MggXUV5894aBJcLPJ7I18bGwtatcPw47NoV+f9RJoTgxYsXtLW14XQ62b9/PydPnpSHOVeY2+3m0qVLvHjxgvLyck6fPk1KSspa39a68GGD1YEDBzhx4sSqNljpumDOAzPzglknTDoEvmBk7WpQwWJSyEhSSE+KrF1TE8BokJ+dpB/LStbAhB5E84wRcvUuBLShKKCaI3vDqoGFvWGhI/TQm73hMCgKqjEeY0IpxvgiVEvaiqxt3G43V65c4eHDh6SkpFBfX8+mTZvkOmqFvX79mgsXLhAIBKitrWX//v1yqP0iuVwuLl++vKYNVj5dMBnUmAxFzgxPhTSCeuQMhUmB5Dd11yxT5J+JBkV+T0k/HIfDwfnz5+nt7Y1uDUwImJ+GwZfQ8zjy70KP7AdbYiP7w6oKvOnJ0cKRveSgL/I4oxkyCyN7wwVVYI379nv66BbFQvjpzMzMQvhpYmJi1K8l/c7v99Pa2sqDBw8oKCigsbFR9kEtkhCCzs5OWltbsdvt7N69m5qamlWtWwshmPfAjFMw86bu6vELQm/WrmajQnrS73XXtEQwGeV7q/RjWckamNDDaL5xws4+wt5RhOYHlHd6coy8f64p+KYnJwwoKMZYjPElmBKKUK0ZUQsTf5ff7+fatWvcvXuX2NhYamtr2blzp/ycvcL6+/s5f/48c3NznDhxgqNHj8o+qEXy+XxcvXqVe/fukZCQQF1dHdu2bVvV12w4AO6JSN3VNRapwWqBSNu6wQyWREjM/73uak1ZkWMTkvRd+7AGdubMGZKTk6Py3H7hY1afYVJM4BGehV4bE0aMmFBQ3unJ0QkRJkwYIXRUDCSoCWSq2aQqaViUlTnHOzg4SEtLC6Ojo2zevJm6ujoZfrrCQqEQHR0d3L59m/T0dM6ePUt+fv5a39a60d/fT3NzMxMTE2zdupW6urpVrVsLIXD5InXXGSdMOQQenyCogaqA2RSptWYkReqvqYmRWqwk/WhWqgamCcGo8NGlu+gTbrxoIMCsqFgxYH7T7wqR99cgOn40QkJHKBCHkVIljgo1gTwlBsMKfPgNhULcvn2bGzduYDAYqK6uZt++fTJIcoWNjY1x7tw5JicnOXToEKdOnZKhPYsUDAa5efMmt27dwmw2L4SfrmbdOqQLpkL6wrymiaCGXwjCAswKxBsUcs0GskwGss0qqUZVzpOQfjgrWQMLiAB2McOkPoFbd6GjoygKRkyYMKJ8NE8iROjt2lVRiVPiyVSySVPTsSorM8tnYmKC5uZm+vv7KS0txWazkZ2dvSLXkiI0TePWrVtcvXqVhIQEzpw5Q1lZ2Vrf1roxNjZGc3Mzg4ODlJeXY7PZVrduLQQ4nTA+DmNjMDoKdnvk3L+igNkMWVmQm/v7r+8wNEIO311F7yZr67qOzWZj9+7dK1PQCIciTaBzU5EhvNMj4HNHKhcIIgVKA8TEQ0Y+pOZEmj6ziyMHg1aYEIJXr17R1taGw+Fg7969nDp1iri46B8u+tENDQ3R1NTE7Owsx44d48SJE7IIuQwfNljt27eP6urqFW2w8umC554Qt11B+vxh3JogJASqQuTj45sfHZqAkAAQxKgK8QaFXXFm9ieYqLDKQYHSxhfNZO2v0UNuNP8UemAOPTCDFpyLHOgReuQBigKKEdWchMGa8d4/V4PX66Wjo4P79++TmJhIXV0dW7dulQd+oiwcDnPt2jVu3LhBamoqZ8+elcnay+R2u+no6ODBgwer0mAlhMBBiF7dTadw4RZh/G8KIKqiYHhzsEAHdAS6ECiAVTGQopjZpCZQqsQTH6UkX0n6nr2brH3q1CkOHTq0IgUNXei4hBMPbjy6BxdOgiKAjkAg3hz4UTBhIkFJIE5JIFaJJUlJwrBK34u9vb20tLQwOTnJ9u3bqa2tjdqBJ+l3ExMTNDU1MTY2xv79+6mtrZXDGJfhwwarHTt2UFtbu6INVkFd8NIX5o4zQKcvsnYNClAQmJTf1666gOCbbUirqhCvKmyLM3EgwUxVjBGj/MwqbXCBQID29nZ+++23b07W/ho97EXzTaIH5yNr14AD9NDHa1dTAqo1A4M5GdWahmpOWZX1YyAQ4MaNG9y+fRur1cqpU6fYvXu3bPqPMl3XuXPnDleuXCE2NpbTp09TWVm51re1Lvn9fq5fv86dO3dWrcHK7hK8GhI87tGxuwS+NwMBVSUydPftwQJNi+wPKwrEmCElXmF3hcrmAoXURPneKm18Q0NDnDt3DrvdvrI1MF2HmRGwT4BjEqaHwTMX+SYUOpG6qxoZvJCaA+l5kJQO2SWRgNRVMDIyQnNzM8PDw1RWVlJfX09GRsaqXPtHYrfbOX/+PH19fezYsYOGhgZZ316moaEhmpubGR0dZdOmTdTX169og5UehumXMHwLJh5DwAVhf+T3DObI0QmIfEu/HcRrtIA5ATK2QOExyNoeeawkbWTv1sDS0tJobGxcuRqYywUvX0YO3fX1QX9/ZMiurr/58KuCyQQZGVBZCfn5UFICpaWr0pkdDocXgiQVRVkIkpTnbaJLCMGjR49oaWlBVVV+/vnnVR8OsFF82GB18uRJ9u/fv6INVvMeweshwaMenRmnwBt4M8xeUVDVyPkmAWh65BdArAUSYxV2lipsKVLJSEb+fUsb3sTEBOfOnWN8fHxFa2BCCPTALHrAjhacQ/dPRULahBb55gRQVBTVjGpJwWBNRzUlRYLEjasTND01NUVLSws9PT0UFRXR0NBAbm7uqlz7R+Jyubh48SKvXr2isrKS06dPk5S0OmfXNpqJiQlaWlro6+ujpKSEhoaGFW2w0oWg2x/mvivEI08Qtybw6ZEz/yYFDO/UXUNCvBnEGzkzXGo1cjjBzLY4EzEyoE3a4D6sgZ05c4aKioqVuVjQDxP9MD8DM6MwOxYZtKvrRBJO1cjGUlwSZBRAShakZkX+XV35YQe6rvPw4UOuXLlCMBhcCD+VTf/R9bb36eLFi4RCIerq6ti3b59cyyyDpmncv3+fjo4ONE1bCD+NRmDx53h8gs6RyNp1wiHwBSJrVFWJDN391NrVaoaEGIXtJQpbi1VyUuXaVdr47HY7TU1N9Pf3r2gNTAiBHoz04uiBOTT/DHrICSL83toV1fTmPFN6pCcnJgvVuDo1OYfDQVtbGy9evCAnJwebzUZJScmqXPtH4vP5aGlp4dGjRxQWFtLY2Cjr28s0OztLW1sbr169Ii8vj4aGhhXtbxICHH0wchdGbkNgHkKeyPupwQTKm4xFoUdyi4UOqjESeJpcDEUnIGcPmGV2vLTBvVsDMxgM/PTTTytWA9OExryYwyu8eIQbF05CIvSmI+f3nhyzYiGRBGKVeOKUOBKVJNQVGGj/obezNdrb23G5XBw4cICTJ0+uapDkj6Kvr4+mpiZcLhcnT57kyJEjchjjMui6vhB+6vV6OXjwICdOnIhOYPFn+IORtevjHp3RWYHXH1mjKkTODL9du+o6hN+uXU0QZ1XYUqywrVglPx1UuTcsbXCrWQObE0HGhR+HHmQCPw4R5O27K/Cm31UhVbGQjYUU1UyOEkOSsnL7XO9yuVxcuXKFR48ekZqaSn19PVVVVXIPK8qCwSBXrlzhzp07ZGVl0djYSF5e3lrf1rrkdDq5fPkyT548IT09HZvNRnl5+YrOkxgN6jxwB7nrDjIX0vHqkcGeb/tdVSLzJMIiMnzbAMQbVHIsKkcSLOyKM5FklH1u0sa2mjUwXeg4xTwe4XmzdnURFIFPrF3NxJNAvBJP7Ju1q0FZ+XWNEIKuri5aW1uZnZ1l165d1NTUkJCQsOLX/tGMjIzQ1NTE9PQ0hw8f5uTJk7K+vQxCCF6/fk1raysOh4M9e/Zw6tSplQ0/9fvh6VO4fh06OyO9AO8O3FXVyAayrkMoFPn3mBhISIA9e+DIEdi0Cb6TvQo5fHeVzM3Ncf78eXp6eqKbrL1Yug5eZ6RioeuRF6rBBLGJb5K314amady7d4+rV68ihODYsWMcOnRoRQ9P/Cj8fj9tbW3cv3+f/Px8zp49K5O1oyAcDnP37l2uXbu2Yg1WzrDODWeAW64gY0EdBUgzqsQbFCxf2PgUQuDTwaXpzIZ1rKpCudXIsUQL+xNMcpCRtOG8m6wN0NDQsOrJ0kILRlK3FwYYqZHkbcPaDoqbmZmhtbWVzs5O8vPzaWhooKCgYE3vaaMYGBigqamJubk5jh8/zrFjx2STbRRMTU3R2tpKd3c3RUVF2Gy2qG5AizeJgy90JwPCg1doxCoG4jBi4csJZJoQ+NFwEyaATiJGypV4thqSSF+hZF9JWktut5tff/2V58+fU15ezunTp1c9pTdIEB0N/c1mqYqKGfOqHOz5HF3Xefz4MZcvX8bv93Po0CGOHz8uh8NGQSgU4urVq9y6dYv09HQaGxvl55Yo+LDB6vDhwxw7diyqG9BeTXDbFeCGM8hgQEMgSDeqxBtULMrnm06EEPjFm7VrSMeoKJRYDRxLtHAowfzFda8krVevX7/m4sWL+P1+ampqOHDgwKoOmhV6GKH5QGgIIVAUA4pqBoNlTQ/XzM/P097eztOnT8nMzFw4PCF9u/Hxcc6dO8fExAQHDx6kpqZGFiGjwOFw0N7ezvPnz8nOzqahoSHqDVbD04IHXTovh3ScnrdDiSDGAoYvvEdqeqRR1OkFbwAS42BLocreSpWCDPneKm08a14DEwJ8LggFI8GnihIJN41NXJWQ08/fVuTwU2trK/Pz8+zdu5fq6mo5HDYKNE3j9u3bdHR0EB8fz5kzZ+TnligQQvD8+XPa2tpwuVzs37+fkydPRjX8NByAoRsw0AH2nkgmRWwGWBLBaP38/E4hQAtEhvR6piOPSy6G4upIQ6hZfltJG9Ca18CCQXA4IByOnGsyGiMH7pKSVmXY7ud4PJ6FIMmkpCTq6urYsmWLbFaJgtnZWZqamhgYGGDXrl3YbLYVDcD+Ubjdbq5cucLDhw9XrMFq0iG436XzrF9nzh1p7EyKi6xdjYbPX0fXI+EyLl/kV0IMVOYr7K1QKc1R5PeVtOGsdQ1MCBE506QHEUKPfI8pBhRDDIq6tudc3gZJTk1NLQRJyuGw304IwYMHD2htbcVkMvHzzz/Lzy1RIISgu7ublpYWZmdn2blzJzU1NVENPw0LwW+uEDecAXr8Yfy6INWokmhQiVG/POwvoAvcmmA2rKMLyLOoHE4wczzRQqJsBpU2oDWvgWnhNz05bwYEqgYwmSEmYU3XroFAYCFIMiYmhlOnTrFr1y4ZfhoFTqeTCxcu0NnZyaZNm/jll19WNAD7R+Hz+bh+/Tp3794lLi6O2tpaduzYEdXPLXan4H63ztM+waxTYDJAcnyk/vrFtasQ+IPg9kVqr7EWKMuNrF2rCuTaVdp4vocamND8kb4coaGggGpAMVhR1LXtLR0eHqa5uZmRkRGqqqqor68nPT19Te9pIxBC8OLFCy5duoSmadTX17Nnzx758zUKBgcHaW5uZmxsjM2bN1NfX09qamrUnl/oMHYf+q/A9AsIuiEmDaxJYIr78sdhLQTBN3VXPQTxOVB0HEpqIFZ+W0kb0MzMDOfPn1+zGpgu9Dc9OfrCACMDKmbW9sxwKBTizp073LhxA1VVF3rz5XDYb+f1emlububJkycUFxfT2Ni4ogHYP4pgMLgQfmoymaiurmbv3r1Rfc3OewSPunUe9Qqm5wQGVSE5XhBrAZPxy/Mk/EFw+8HpAYsZirMU9lSobC1WvnjeWJLWo++hBuYXGn40tDfDdw0oxGDAsgrDAL9kcnKSlpYWent7KS4upqGhgZycnDW9p42ip6eH8+fP43a7qa6u5vDhw/JzSxSMj4/T0tJCf38/paWlNDQ0kJWVFbXnF0LwwhvmujPAC28IpyZINqgkGhXiVOWL8yTCIlJ3tYd1/Logw2TgQIKJ44kWcszy717aeNa6BhaZJxF4M03i+5knoWkaDx48oKOjg1AotBAkKfsyv10gEODy5cvcu3eP7Oxszp49Kz+3RIGmafz2229cvXoVTdM4fvx49Od3ulxw9Sp0dMDQUOS/ZWRAYmJk6O6XmnJ8PnA6YWYm8tjKSqiuhqNHYY1njMrhuyvsw2Tt06dPU1lZuda39d3xer1cu3aNe/fukZCQQF1d3YqluP0I3qYKBAKBhVQBeXgqujweD1evXuX+/ftRa7ASQvDUG+YvZn30+MIkGVWyTCrmZW5yujWdiaCOBuyNN/FX0mLIlYs6aYOw2+2cP3+evr6+FU3WXu/6+/tpbm5mYmKCrVu3UldXt6oDFDcSn89Ha2srDx8+lMnaK6i3t5fm5uaoNlj5hcYDzcFTMUdA6CQrJuIxLus9WxcCJyGcIkyiYmKfIYWtSiLGNdzAkaRoeTdZW1VVfvrpJ7Zv3y7XZB8IBoPcvHmTW7duYTabOXXqFHv27JHrrWXq6+vj/PnzzM/Pc/LkSY4ePSqLkFEWCAS4ceMGt2/fxmq1UlNTE5UGq05fiD/M+njlDROnKmSZDViXuXb1aoKJkEZAF+yIM/FX02IotspwA2ljcLlcXLp0iZcvX1JRUcHp06dJTk5e69v67oyOjtLS0sLg4CDl5eXYbDYZIrZMwWCQjo4O7ty5Q0ZGBmfPnpXJ2itgJRqsAiHB7Zc6N5/ruHyQlgBJ8XzxcM/n6EIw74FZJ8THwLFtKoc2q1jN8rO9tP69HS576dIlgsEgtbW1sgb2CeFwmHv37nHt2jWEEAuHJ2SI2PKMjo7S1NTE5OQkhw8fprq6Wh6eirJQKMTdu3e5fv06iqJw8uRJ9u/f/82vWUc/PP//wfgjMFogIRdMy+xnC/vBNR5pIs3cCtv+FDK2fNPtSdJ3Q9bAFmd6eprW1la6urooKCigoaGB/Pz8tb6tdUnTNG7evMm1a9dISEigsbGR0tLStb6tDefDBiubzUZubu43PWdYE9zvElx9ouNwC1LiISUe1GXsDQshcHoja1eLGQ5uUjm+XSXOKteu0sbwtgbmdDo5ceKErIF9gq7rPHr0iMuXLxMIBBaCJGX46fJMT0/T1NTE0NAQe/bsob6+npiYmLW+rQ1F07SF8NNoNliNBTX+MOvjoTuEAuSYI2GnyxHUBZMhHaemU2Y18sdpMeyIXd4ZKUn63rytgd2+fZvMzExZA/uMubn/P3v/GV5Hlp1pom/E8QAOvPeOoCfovQVhkgYs21XVVaVyKqWqNT26Mz19585c3T9juu8zM1fPzLSRpku2JY2kcqoqgkwmDEHvHehJeO9xABzvIvb9cUgkk8mkAY8BkPHmgwQIHERsIAI79tprre+b4fTp09y/f5+srCzq6uq0eGueqKrKzZs3OX36NEajkcOHD7NixQptTg0zNpuNlpYWHj16RE5ODnV1dRQXF7/XMRVVcLdLcPauyvi0ICkeUhNfb3T6eQghcHpg0g46HWxeJrOvUiYpXrsPNJYGWg7szTwXim1pacFut7N582b279+vmYjNk9nZWU6ePEl7ezurVq3i0KFDWK3WWA9rSSGE4P79+7S0tOByudi6dSt79+597z0C9yQ8/AX0nQ+J8FpzQ2an81kaKQFwjYFnCpKKYdXXoWAHaC05GkuBF3NgiYmJHD16VIvJXoHT6ZwzP01JSaG6upqVK1dq8dY8eD7vf/zxxwghqK2tZf369drvMsw4HA5aW1tpa2sjLS2NmpoaKioq3ltP4lGf4PQdlaFJQWIcpCW+3izmdbi8gkm7hBCwrhSqN+hITdTuA42lgZYDezNCiDnz08nJybnefM1EbH64XC4+/vhj7t+/T2lpKUePHg2rsYlG6J5tb2+nqakJm83Ghg0bOHDgwHvvEdiDKidsXs7bffiEIMugI1k3P0M1RQgmAiqTAZVso46jqWZ2JRrRa+ssjSXAq3JgK1eujPWwFhxer3fO/DQuLo6qqioqKyu13qV50t7ezsmTJ3G73Rw4cIDt27drv8sw4/F45vQ7ExISOHjw4PtrxQgB9+/Dz34Gjx+HxHZzcmC+9X0uFwwNQSAAW7fCN78JhYXzH997oonvRpCRkREaGhoYGRlh69atVFVVaYWhb2BqaoqWlhYeP35MXl4edXV1FMbwD2SxYbfb+eijj3jy5AnLly/n8OHD7y1Yp/F6wtVgZQ+qnLR5OWf3ERRQYtaFLfByKSq9PoVMQyio25NoRKcFdRqLlIXgrL3YUFWVe/fucfr0adxuN9u2bWPv3r2YzeZYD21RIITg0aNHnDp1ikAgQE1NDZs2bdKSkBHkeYPVmTNn8Hq979Vg1a+6uapOMSQ8JGMgUQqP84kQAht+PKiUSvHs1KWRJmnrfI3Fy9TUFA0NDfT29lJZWUldXZ1WGPoG7HY7ra2t3L17l/T0dGpraykvL9eeD2+J2+2mqamJtrY2ioqKqK+vf2/BOo3X83KDVW1tLWVlZe98HI8qaJz20jLjxa0KSkz6eRvGvIxXFXR7FZL1EoeSTVQlm8N2bA2NaCOE4Pbt2zQ3N6PT6Th06BCrV6/WnhOvQQjBkydPaG5uZnp6mo0bN3LgwAESEhJiPbRFQ1dXFydOnMDhcGjO2lHg+X5Bc3PzezdYDUwImm8ptA8KkuNDBbThmC+EEEw5YMYJy/IkajfpKMjU5iGNxcvLObAjR45ohaFvwO12c+7cOW7cuEFiYiLV1dXamuQd8Pv9tLa2cu3aNbKzs6mvr39vwTqN1+NyuThz5gy3bt0iOTmZmpqaeTVYKX7obISnx8E7DSllYAhTvb3ih6lOMMbBskNQUT9/QV8NjVij5cDmR3d3N42NjYyNjbFmzRqqq6s1o513YHBwkOPHjzM5OcnOnTvZt28fBkN48ncar+Z5g9X4+DiVlZVUVVXNq5ZsbDoUuz7qE8SbITM5PLErwIxTMGGHkiyJ6k0y5blaUbXG4uXFHFhxcTH19fWkpaXFelgLGp/PN2d+ajKZqKqqYsOGDVqDxVsSDAa5ePEiFy5cIDk5mfr6+vcWrNN4PV6vd8789H0arBQhuGj3c8LmZSygUGzSET9P0d2XCQpBr1dBJ8HeRBNHU80k6rW/KY3FS1dXFw0NDTidTi0H9pYMDg7S1NREf38/y5Yto7a2VjPaeQfGx8c5fvw4g4ODbN68merqaq3mOsL09/fT1NTE4OAgK1asoKamZl7raJtD0HJb4V43GPWC7JT5Gca8CodbMDoNeekSBzfKrCqcn2iDhsZC4OUc2LFjx8jJyYn1sBY0wWCQa9eucf78eSRJYu/evWzdulUzP31LVFXl+vXrtLa2Yjab50TtNSJHIBDg6tWrXLhwAZ1ON2d++q7raCFg8EpIeHe2NySWaw5Tq7KqwExP6H3RXlj9zyBOKyXXWMQMDAzQ0NCg5cDegfHxcZqbm+no6KCwsJC6ujrNaOcdmJ6e5uTJk3R2drJmzRo++OADreY6woyOjtLU1ER3dzclJSXU1tbOax3tcAvOtKnc7FCRkMhNE/MyjHkVLq9g2AZZyRL7K2XWl0lhi4s1NKKNlgN7d1RVnTOS9Pv97Ny5k127dmlGO2+JEIK7d+/S2NgIQF1dHZWVldoeYARRFIVbt25x9uxZgsEgu3btYseOHe98zwohuO8O8uspD53eILlGHalhyo2qQjDkV3Grgk0JBr6aZiHHqOWoNBYvWg7s3Zmenub06dM8ePCA7Oxs6urqKCkpifWwFg1Op5NTp07x8OFDysvLOXLkCCkpKbEe1pLGZrPR3NzM48ePyc3Npa6ujqKionc/kNMJv/0tNDaC3w9lZRCuvS63G7q6ICMDvvIVOHgQYpBv0cR3I0AgEODMmTNcvXqVjIwM6uvr5yXG+UWmr6+PxsZGhoeHWblyJTU1NZobyGsQQnDz5k1aWlowGAxzrgJaIBc9enp6aGxsZHR09J0brKYCKn897qLNFQhrIPciz4M6jyqoSTbxtTQLBm3DVGORMTw8zPHjxxkbG2P79u0cOHBA2/B7B/x+P1euXOHixYsYDAb279/Ppk2btCLk1/Cis/bKlSs5dOiQJugRRZ43WF25cgWj0ciBAwfYuHHjWzWrCCF4IhxcUCbwopKFCX0ErLB9QmFM+EiVjFTrssiTNcdEjcWFoihcvnyZc+fOYbVaOXr06LzEOL/IjIyM0NjYSG9vL6WlpdTV1ZGVlRXrYS1YhBA8ePCAjz/+GEVRqK2tZcOGDVrsGkWGhoZobGyca7CqqakhMzPzrb7XHlT52wk31x0BMgwS6Xo57NdOCMFoQGUmqLI3ycQ/z4jDosWuGouMyclJGhoa6OvrY8OGDdTW1mrO2u+AoijcuHGDc+fOoSgKe/bsYfv27VoR8mtwuVw0NjZy7949SkpKqK+v1/bSo8jLDVZ79uxh27Ztb91g9aRf5bdXVGadgvx0MBrC/9zzBwWDE5AUL3Fsp8zKQk1kQWNxoeXA3p+pqSmam5t58uQJ+fn51NXVUVBQEOthLWg6Ojo4ceKE5qwdIyYmJmhqappXg1XAA3f/M3SfBnMyWHMh3NOFEOCeAOcoFOyCTb8HJi11oLHIeDkHdvjwYaxWa6yHtWhQVZW7d+/S2tqKx+Nh+/bt7N69WytCfg0+n4/Tp09z48YNcnJyOHbsGNnZ2bEe1heG5+anra2t+Hy+uQartzU/7R0V/PqSwth0KHY1G8O/Fg8qgsFJCbNRcHirjg3lmoiRxuJCy4G9P7Ozs3Pmp5mZmXPmpxqfT39/Pw0NDUxNTbF792727t2rCT9FkZmZGVpaWuYarGprayktLX2r7w2ogn+a8tA048MiS+QZZeQIzBe2oMqwX6EyzsAPs+JJM2h7GxqLCy0H9n4IIXj8+DHNzc3Mzs6yadMm9u/fT3x8fKyHtmAJBoOcP3+eS5cukZKSQn19/fwaETXmhRCChw8f0tLSgt1uZ8uWLezbt++tzU9HpgT/dFFhYEKQkwrx5vA/WxVVMDwlIUmC6o0yu1aHv3ZKQyPSaDmw98PlcnHu3Dlu3rxJUlIS1dXVrFq1SpsLXsPY2BjHjx9neHiYLVu2cPDgwbfel9R4f5xOJ2fOnOH27dukpKRQU1PDihUr3uqeFSo8+S08/lXo38klIEeg/cw7GxL2TV8FW/4AEjXdTY1Fxos5sNzcXOrr67Uc2DvS1dVFU1MTY2NjrFu3joMHD87LSPKLgqqqXL16lTNnzhAXF8eRI0eoqKiI9bC+MAgh5sxPJycn58xP37bn2GYX/OqiQuewIDsZrHHhX0eqasg8JqBI7FsncWC9HDZxXw2NaKHlwN4Pn883ZyRpNpupqqpi/fr1Wvz/Gmw2GydOnKC7u5t169ZRV1en7aVHEa/Xy/nz57l27Rrx8fFz5qdvFbsKwVm7n19OuvGrUGzWoY/APo1LUen1KRSZdPwwK55SszYnaSwunufALl68SGpqKseOHaOwsDDWw1pUDAwM0NjYyODgIBUVFdTW1pKerjlJfR5CCO7cuUNTUxOyLPPBBx+wdu1abS89irys31ldXf325qfT0/Cf/hNcvw45OSGR3HAjBAwOgsMBdXXw3e9ClHMHmvhumOnq6uLEiRM4HA727dvHzp07NVG7eSKE4P79+7S0tOByudi6dSt79+7VxCpeYmJiguPHjzMwMMCmTZuorq7Wfkcx4uUGq23btrFnz57XNlhNBVT+bMzJQ3eQZWY9pghvYE4HVUb8CjXJZr6ZrgnwaiwO/H7/nKh9dnY29fX15ObmxnpYixaHw0FrayttbW2kpaVRU1NDRUWFFqS8gKqq3Lhxg9OnT2MymThy5IjmrB1DXmywysjIoK6u7o0NVg/VWc4rE8hIpGGM6P0thGAYLwnoqdFlUSC/XaGvhkasGRwc5Pjx40xOTrJjxw7279+vidrNEyEE7e3tNDU1YbPZ2LBhAwcOHNDEKl5iZmaGEydO0NnZyerVqzl06JDmrB0jnjdYtbS0MD09zaZNmzhw4MBrk8IOReUvR93cdPkpNemJ00V27ehQVPp9CrusJr6fFYdZi101FgGKonDx4kXOnz9PcnIyR48e1Vws3wOPx8O5c+e4ceMGCQkJHDx4UEuwvYQQgnv37tHY2IgQQnPWjjEvNlglJiZSXV3N6tWrX3s9HvWp/OaSgj8gkZcuIh67Dk1JGPWCL+3UsbpYK57TWByMj4/T0NAwlwOrqanRRO3eg97eXhobGxkZGWH16tVUV1drrtEv4XQ6+fjjj3nw4AFlZWUcPXpU+x3FkBcbrNauXcvBgwdfa34a9MKtP4PeM5BcHHlB3IAbbB2Qty3UCKoJ8GosBrQcWHjx+/1cunSJy5cvYzAYOHDgAJs2bdKaVV7i6dOnnDx5Eq/XS1VVFVu3btV+RzHi5QarAwcOsGHDhtdej54RwS8vKMw4oShLREQY8DlCCMamQVHh8DYdW5Zr94nG4kDLgYWX4eFhGhsb6evro6ysjNraWs389CW8Xi8tLS3cvHmT/Px86uvrtd9RDBkcHKSxsZGBgYG3arAKCsHPJjw0z3jJNupI0Uf2eedTBZ3eICvj9HyYlaAJ8GosCrQcWHgJBoNz5qdCiDnzU02s4tP09vbS0NDAzMwMe/bsYffu3drvKEYEg0GuXr3KhQsXkCSJvXv3snXr1tdej+EpwS/OhUxjirKIuKjQ5KzA5ZOo3iixd60mwKuxONByYOFlYmKC5uZm2tvbKSgooK6ujvz8/FgPa0ERCAQ4d+4cly9fJj09nfr6es0gNoaMj4/T1NREZ2cnRUVF1NXVvbYvT6jw6Jfw6FdgSYWECG87qEGYeAwpZbD9DyFR+3PSWCRoObDwoaoqbW1ttLa24vV62bFjB7t379YE219iZGSEhoYGRkZG2LZtG1VVVRiNxlgP6wuJqqrcunWLM2fOEAgE5sxPX3c9puyCn59T6BsNxa4GfWRjyRmnwOaEPWtkajdrArwaiwMtBxZeZmZmOH36NPfv3ycrK4va2lrKyspiPawFhaIoXLlyhbNnz5KQkMDRo0c1g9gYMj09TUtLCw8fPiQnJ4fa2trX9uUJIWiZ8fGLKQ8WWSLXGFltN0UIOrxBsgw6fpwVT7lFyyFoLA60HFj4EELw6NEjmpubsdvtbN68mX379mmC7S8xNTVFQ0MDvb29VFZWUldX99Zmmxrh5bl+5+nTp3E6nXPmp6/Vppyehv/wH+D2bVi+HCLdwzczAwMDUFMDP/oRRHGfQxPfDRNut5vGxkbu3r1LSUkJR48efXulZ43XEggEuHLlChcvXkSn07Fv3z62bNkSO1FjlwtGRkJ/uMFgSEVbr4eEBMjNhcREiELxRDAY5MKFC1y8eFFz1l5g+P1+Ll++zKVLlzAYDOzfv59NmzZ95p61B1X+bMxFmytAhVmPMUobl7NBlWG/wuFUM19Ps0S0MUZD433p6Ojg5MmTuFwu9u/fz44dO7QkZJgYHR2lqamJ7u5uSkpKqK2tJScnJzaDUVVwzYDdBkEfKErIElmnh4RkSEwLfRwFxsbGaGhoYHBwcM5ZWxP0WBgMDw/T1NREb2/vaxusOlQHp5VxZCBNik6SXQjBCF6sGPhAn022pN0zGgsXn89Ha2sr169fJycnh/r6+tjN/0sMRVG4desWZ8+eJRgMsmvXLnbu3BkzUWOh+lH9doTiAVVBIJAkHcgGZGMiki4uKoX/qqpy7do1WltbsVgsHDlyhOXLl0f8vBpv5uUGq927d7N9+/bP3LNeVfCXYy6uOPyUm/VRE8J97gh6IMnEdzPiNPMYjQXNi87au3btYu/evZqofZiw2Ww0Nzfz+PFjcnNzqauri9keqBACHz68woOCgoqK9Ow/k2TCQhw6KTp71tPT05w4cYKuri7Wrl3LBx98oCVqFwiTk5M0Nzfz9OlTCgoKqK2tfWXzUOewyi/PKXj9kJdOVNZlIQFeMBngn+3VUZ6n7bFpLFy0HFjkeC5ccfr0aVwuF9u2bWPv3r0x2wMVahA1YEcEXSAUhBBIkhyKXQ2JSPr4qM2RbW1tNDU1IUmS5qy9gHi5wWr79u3s2bPnMw1WahBu/wV0NUJKKRijpHUW9MLUUyjcA5v/BRg0j1yNBczzHNjQ0BCbN2/WcmBhxG63zxlJpqenU1NTw7Jly2LzHBECPA6YnQJ/aG8YJNDpwGKFpHQwRue6OxwOPv74Yx4+fMiyZcs4cuTIa0XUNaLH7Owsp0+f5t69e2RmZlJXV/fKBqvBiVADqM0BRZmRNY15kbFpgaLCl3fpWFeqxa4aC5eXc2BHjx6loqIi1sNaEgghePr0KU1NTUxPT7Nx40YOHDgQO1FjJQj2KXDOhD4WKsgy6E1gTQ3VNkWpnu3x48d89NFH+Hw+qqur2bx5s1ZLtwB43mDV0tLC7OwsmzZtYv/+/Z/ZtxdC8KspDydsXnKNOpIiLLz7nIAqaPcGWRdn4MPseBKjdF4Njfmg5cAih9vtnjM/TUxM5ODBg6xZsyYmsasQAhQfamAWofgQQkFCAklG0ltCe8O66NR+ejwempubuX37NgUFBRw7doyMjIyonFvj9bhcLs6ePcutW7dISkqipqaGlStXfuaenZwV/MMZhZEpQXEWyFGqL7I5BE6PxJFtMttWas9WjYWLlgOLLN3d3TQ1NTE6OsqaNWuorq6O2R6oKlS8ePEKDypqqGYYCRkZs2TBjBlZis581dPTQ0NDA7Ozs+zbt49du3bFrg9Y41N0dnbS1NTE+Pg469at4+DBgyQlJX3mdU+Ow4O/B0saxEdpaaQqMPEI0ipgx38N8ZnROa+GxnxwOBycOnWKR48eaTmwMOPz+bh06RJXrlzBaDRy4MABNm7cGLM9UK9QmBZ+QlXDITkWHRJmdCRLBizoorKuCgQCnDlzhqtXr5KRkcGxY8fIy8uL+Hk13ozX6+XixYtcvXoVi8VCVVUVlZWVn7lnZ12hvGvXcCh21euisx63uwRTDqjaIFO1XjOP0VjYaDmwyDE0NERjYyP9/f0sW7aM2tramO2BCiHmYtfQ0/XF2NWMGUvUYtfh4WGOHz/O2NgY27dv58CBA5qo/QJhYGCAxsZGBgcHWb58OTU1Na80P71o9/F3427MskROhIV3n6M+E+DNMer4F9kJ5Ju0/Q6NhcuLObDCwkLq6+u1HFiYCAaDXLt2jQsXLiCEYO/evWzbti1mosZC8T/ryXGDUOf0JCTZiGRMRNJZohILKIrCpUuXOH/+PFarlfr6ekpLSyN+Xo03EwgE5sxPX6vf6XLBv//3cO0arFgB0TJFstuhvx8OH4bvfz9U8x4FNPHd9+RlZ+3a2lrWr1+vbT5EAKfTyZkzZ7h9+zYpKSnU1NSwYsWKyP+ug0F49AgePoSODhgeBocDvN7Q15+f32AICfBmZkJFReht/Xp4ndL3POnr66OhoYHp6Wl2797Nnj17NFeBBYjdbufMmTO0tbWRlpZGbW3tXIOVEIJ/mPBwasbLMrMeU5RFhGxBFVtQ5cOseLZYtU0AjYWHy+Xi448/5v79+5SWlnL06FFSU1NjPawlhxBirnhicnKSyspKqqqqSExMjPzJXbMw+BQmBkNvbjv4PKEGFSR4lpDEaAZzPKTlQno+5JVDak7Yhe6DwSDnzp3j0qVLpKWlUV9fT2FhYVjPofH+PG+wam5uxmazfabBalr4+W1wCDcKWVEWwBVCMCS85MkWjupyMEdJdEtD411ob2/n5MmTuN1uqqqq2LZtm5aEjABer5fz589z7do14uPj54onIh27CqGiescJukdQvZMo/mmE4gM18OkXSjKSzoSkT0BnzkBnzkAfnx+RppXR0VGOHz/OyMgIW7dupaqqSnMfX4C43W7Onz/P9evXsVqtVFdXf6rBqmHKwy+nPBSb9MRFqcjnOQ5FZciv8r2MOA4ka/eOxsLD6/Vy+vRpbty4QV5eHseOHdOctSNEX18fjY2NDA8Ps3LlSqqrq6NifhcQfmxiCrvqwIEdn/ASFEGEJAjFrRIIgU7SY8BAvJSAVbKSLKVglRLD/vxXVXXOWTsuLo6jR4+ybNmysJ5DIzz09PTQ2Ng412B18OBBUlJSALC7Bf+5SWFsOrriRRCKXfsnJDKS4Pu1OpLitVyWxsJDy4FFh0AgMGckqdfr2bdvH5s3b45406MQAtU3ieIeQfFOoPpsIXEF1f/pF0oykmxCMsShM2WgM6eji89H1off8XpqaooTJ07Q09OjOWsvYPx+P5cuXeLy5cuvbLDqboFbP4XEfDBFIcXxIgE32Dph7bdh1deje24NjbchEAhw/vz5uRzYsWPHXmkQofH+jIyM0NTURE9PD6WlpdTW1pKdnR35E/s8MNQO4wOhN9c0eD0hZfIX0RtDedfkTMgogJwSyCoKmaKGESEEt2/fprm5GZ1OxwcffBAzQSeN1zM0NERTUxN9fX2Ul5dTW1tLZmZI0cDrF/xti0LPiKA4m6gbew9NCixmiR/U6shM1u4djYWHlgOLDoqizBlJKorC7t272bFjR+TN74SA6VEY6gzVNNmGweMCv5e5eiZBSHDXZAkJ3Gfkh+qaCpaHxHjDjN1u56OPPuLJkycsX76cw4cPv1IcRyO2BINBrl+/zvnz51/ZYHXD4eenoy5S9TKphujWavjUUCNoXbKZ72REp7FKQ+NdeDEHFh8fz5EjR7QcWISYmpqiubmZJ0+ekJeXR11dXVRqZYUaQHEPEfRMoHrHUQOOUF2TeGYaE3oVyHok2YRsTArVNVmy0FlykCIQuz569IhTp04RCATmBD20+XHhMTExQXNzM+3t7RQWFlJbW0t+fj4AQUXwj2cUHvQKSrJBF+WenPEZgQB+p1pPYaZ272gsPLQcWHRQVZW7d+/S2tqKx+Nh27Zt7NmzJyrmd27hZlq14RB2nMKBHz9BEfzk0QogQC/pMWLEKllJkBJJlVOxSOG/F9xuN83Nzdy5c4eioiLq6+tfKY6jEVtUVeXOnTu0trbi8/nYuXMnu3btmtvbGn8Il/830JnAmhPlsQVD5y/eB1v/y7CnLzQ03puXc2CHDh1i9erVWhwRAex2O6dPn+bu3btkZGRQV1dHeXl5xM8bFCoDwsOw6mEMb0h4VygEpU9LseiFhFnSkSQZyMZMrmyhUIrDEAGxwK6uLk6cOIHD4WDfvn3s3LlTE7VfgMzMzNDS0sKDBw/Iysqirq5uTmRKVQW/uaxy7YlKSRSFd58z7RC4fPDPD+hYXqD1EGosPLQcWHQQQvD48WNaWlqYmZmZ682PhvmdV3ixiSkcqh0nDvzCT1AEEK+IXQ0YSJCsWKVEUuQU4ogP+1rL7/fPidpnZ2dTX19Pbm5uWM+h8f4IIXj48CEtLS3Y7Xa2bNnCvn375va2+n1B/vchJwEBBVEWwFWF4IlHYV28nn+ZkxB1rSgNjTfxcg6spqaGTZs2abFrBHC73Zw9e5abN2+SmJhIdXV1VPYJhFBRPGOhnhzfJKpvBqG+qCfxTK9J0iHpTMj6BGTLMz2JuHwkXfh15gYHBzl+/DiTk5Ps2LGD/fv3R76+S+OdcTqdc+ann9HvFAL+4R/gl78M6WZGIcfxKWZmYHQU/uAPYO/eqJxyUYnvCiGYUQSjfoXRgMpMUCWgChTAKEnE6SSyDDJZBh2ZBhlDhBcoLzprr1mzhg8++GBO+EsjcoyPj9PU1ERnZydFRUXU1dVFJpiZnoZbt+DsWejqAp8P4uPBag29mc2fFv7z+UKivE5n6E2WoaAA9uyBrVshDGP0er00Nzdz69YtCgoKqK+vn2t60Fi4jI6O0tjY+KkGq1FrGn864iRFL5Oij81mZbc3SLpB5r/JtUa9kFdjYREICqbsMGUXTNrBFxAEgqCTQa+DpHiJ9ESJ9CRIsBDRhf7Lztp1dXWsW7dOC+QijKqq3Lp1izNnzhAIBOaKJ8Lu0KWqMDEAvQ+g535IgFeSwRT37M0CuheENIQaalzxusHnhqA/9LrcMihbHxLiNbx/81JPTw8nTpxgZmaGvXv3smvXLk3QY4GjKAo3b97k7Nmzcw1WW7dvp1We4qnqoECKTZNIUKgM42W7nMYOXeSFwDQWLkKAbxYcI+AYBs8UKP6QI7vOCAYLJGSDNTf0PgJ7VJ/C6XRy6tQpHj58SHl5OUePHtWctaPA9PQ0LS0tPHz4kJycHGpraykpKQn7eYTiJegaJGDvQvGOhTZHZQOSzowkm0IfvzAnCjUY2kRVfAglJG4kG63orWXoE4qQjSnvPYcGAgHOnj3LlStXSE9P59ixY3NNDxoLl1c1WPkycvl3w04MEmRFyQH0ZQZ9CkZZ4l/lJpCnuYF+oQkqApsDJmdDMazXLwgooVSQQQ9WSyhuTU+SSIyLbOwK8OTJE06ePInP5+PgwYNs2bJFE7WPMEII7t+/z+nTp3E6nXPFE5Ywm58JIXDiZFIZZ1JM4MENQsIg6QmV8xg+5aYthEAhSIAgQQIoQkEn6UmSksiUs0mVUtFL758sHB4epqGhgdHRUc1Ze5Ggqir37t3j9OnTuN1utm/fzu7de2i+Y+DSI5XSGDSAAiiqoHsEdq6WObZD1vbdvuA4FJVRv8pYQGEqoOJXBUFCeVejDFkGXSj3atRhjvD9quXAYoPD4eDMmTPcuXOH1NRUamtrqaioCPvcIBQ/QfcQQUcXins0FJfKhpDArs4EsvHTsatQQsILig9UP0KoyAYremtJKHY1pb/3GBVF4fLly5w7dw6r1crRo0cpKyt73x9VI8K83GBVW1tLprmcC/9WQvFBUow89Zyjof2/Xf8tpK+IzRg0FgaqEMwSYEYEmBZ+fKgEhQqAXpKJk3QkYyBFMpKAPuJilj09PTQ0NDA7O6vlwKKEEIL29naampqw2WysX7+eqqoqrFZr+E82PQZ9j6DzDsxOhj5nsnySe9W/EIsKAQFfKOfqdUPACwZjSIS3fCMUrADL+zfUTE5O0tDQQF9fH+vXr6e2tlYT9FjgCCF48uQJzc3NTE9Ps2nTJvbv38+1dgvNt1WKMsGgj37cKEQodl1XJvHP9uqi3oSqsbBwKSpjAZVRv8JkQMX3LHbVAyadRIZeR7YxVDccaRPBF3NgGRkZ1NfXazmwKODxeOaMJOPj4zl48GBk6skCfhjuhO67IeFdryskXv+8psloCdUFP0dVPnm2+p4J38cnQ/FqKFkLmYWffv08EEJw8+ZNWlpaMBgMHDp0iFWrVml7egsct9vNuXPnuHHjxlyDVU7FSv6PESfjAZVSc2zW5NNBlemgyk+y49mQoOUXvtCoKkxOwvAwjIzA7Cz4n5ljGY2hPoncXMjJgYwMiLCgy/DwMMePH2dsbEzLgUWR3t5eGhsbGRkZYdWqVVRXV5Oamhr286h+O0FXPwF7J6p/OhSf6ozP9obNoabPZ881IQSIYMiw7dnesCTpkM1pz+qaCpH17x+7zs7OcvLkSdrb21m5ciWHDh0iMTHKjl4a70x3dzeNjY2MjY2xdu1aDh48yJORRI5fVshNA7MxNrFrzyiU5Up856AuJmPQWDh4VMGYX2EsoDIeUPAqL8SuskTas37XbKNMgi6y9UVaDiw2+P3+OfNTg8HA/v372bRpU9jF8VShMiOmmVDHsYkp/PjRIT+raQrVNn067yoIEiDw7P8qKiaMpEppZMhZJEnJn6qDmg9CCB48eMDHH3+MoijU1NSwceNGLXZd4Ph8vjnzU7PZzIEDB1hdsYHL/6vMVDtkrIzNuPxOmB2AzT+BkgOxGYPGwkAIwawLJu2CyVlwekL9rgIw6ELrv+c1wykJkRezfDEHtmHDBmpra8Neu6rxWYaHh2lqaqK3t5eysjJqa2vJysoK+3kcIkC3cPFYtTMhfChCYJJkzOgwo8OA9KnYNYjAi4IHFZ9QkCWJdMnECslKmZxAUhhqht1uN42Njdy9e5eSkhKOHj1KWprWq7jQGRwcpLGxkYGBASoqKqipqWHEkcYvzqukWQUJltisj/rHISsFvl+ri9kYNBYGQV+ozs0xHHof9IZq3mRdqL81Lv1Zv2sOmBI/LaUTbl7OgR0+fJiVK1dqcUSECQaDc+anQgh2797N9u3bwy6OpwoVh7AzoYZ6cnz4kJGeRa6h6PXlnpzgC9GrIhQMkpFUKZUMOYtkKQWd9P7xdUdHBydPnsTlcrF//3527Nih9YEtcILBINeuXeP8+fNIksTevXtZv3kLP53wcccVYKVFF5N5w6sKur1BvpVu4VCqFhd8kRFC4PCE+l0n7WB3hWJXVYT6Xc0GibQkSE+USEuMfOyq5cBiw+TkJM3NzTx9+pT8/Hzq6uooKCgI+3nUoAfFNUDA0YXimQARCPXh6ExvoSfhA0lCNiSht5ZhSChCNiW/95h8Ph+tra1cv36dnJwc6uvrycmJsqOXxjvzSv3OyUn44z+GhIRQnUgs6O6G5GT4oz+CCOz/vMyiEN8d8yvcdvq54QwwFVRxKoLgs2FLzGltP/u3hEWGRL3Mqjg9WxKMVFj06MK4WFJVlatXr3LmzBni4uI4evSo5qwdAzo7O2lqamJ8fJx169Zx8ODB8LjYKApcuAC/+lWoqMxiCRWQvWsziN//SUFaWhocOhR6m8eG+nMnmVOnTuH3+zVn7UWIEIKOjg6ampoYnnXQt70WQ24hK61RVnl/AUUInniCHEgy8f3MuIg39mksLIKKoHtEcL9H0DMqcHkFPv+Lz9NPPgbQyxBnhlSrxLpSmRUFEinW8N4zNpuNhoYGenp6WLduHXV1dVFxzNL4BK/Xy8WLF7l69SoWi4WqqioqKyvDs3HomIa21pDort8HCcmQkPJuTSZCgMcJ9mfNo1nFsLEacuYnZOjxeGhqauLOnTsUFhZSX19PRqyCAI158WKDlVKRi1y1jtKkDCxy7BrHZ0UAPypHdTnky1oz8RcN9yQM34SByyHhXb/zmUmUYC54FeoniUdDXCgRmb4SCnZC5hrQhTFPJYTgzp07NDU1odPp+OCDD1izZo0WR0SZgYEBGhsbGRwcZPny5dTU1JCenv7exxVCoDj78NnaUH02kHTIxqSQaNE7HUdBBByIoBtJZ8GQVIExZU2owWUedHd309DQoDlrL2J6e3tpamqif3SM/m01KPnFrE2Mi9ncIYTgkSfIlgQjP8mOj7jZlsbCQlEFfWOCB72CzqFQ7Or2ffL153fD8/hVJ0OcCZITJNYUS6wqkklPCu8943A4+Oijj3j8+DEVFRUcOXJEc9aOMoFAgKtXr3LhwgV0Oh379u1jy5YtYXne+IWPAaWfMTFKQAQwSSbMmN+5ySQgArhxIxBYJSuFcjGpUtq85tIXnbWzsrKor68nLy/vnY+jETv8fj9Xrlzh4sWLOEU+9rg6SgtSSYqPXaGWwy2YdsE39+lYXawVjH3RmA2qtLkCXHf4GfYrOBWBXwCIz+RdBWCRJRJ0EmVmPVutRlbHGcIqxPs8B/bRRx8RCAS0HFiMGBsbo6mpia6uLoqLi6mrqwtL0YsQAsU9jH/qDop3AkmSkAyJoDO/0zUWQv0kdpWN6BPLMKaum7fQwtDQEMePH2diYoIdO3awb98+TdBjkTEyMkJjYyO93f2kdRwmyb6Ggs3miBb8vw4hYPIRZKwOCfAatK3hLxSqEIwJL52qk17cuEQQHyrihbomCD1XBSADFklHgmSgVIqnTE4gHWNYn30v5sCKioqor68Py56kxtujKAq3bt3i7NmzBAIBdu/ezY4dO8LzvPF54MEFeHoDXHaIS4TEtE+bnL7tcWYnQAlASjas3w/Fa+clEqgoChcvXuT8+fMkJSVRX18fETM6jcihKMpcg9WsLxl7/FHycjPISIpdzOjxCUan4cu7dGxZrsWuXzSciso9V4DrzgD93iAuVeBVnyddBTIQkrcP/dssSyTIEkXPYte1cXriwyxm1NXVxYkTJ7QcWAyx2Wy0tLTw6NEjcnNzqauro6ioKDwHH+uD2y0w0h36d2IaWKzv1lWsquCaAed0SLS3aDVsPBg61jyYmJigoaGB/v5+Nm3aRHV1tSbosch43mD15OlThtbuZKZsNRvTrGHtaXhXujxBckwy/yrXSpJee75+oRACenvh2jW4eRNsNnA4Qp9/FZIUaqpKSYFNm2DbNigrC6vagpYDiz1CiDkjSZfLxbZt29izZ09YnjdCDeKfeUxg5hEi6AyZiBsSkd6xtlOoflS/HVQ/siEJY+o69IllSPMQWlBVlRs3bnD69GlMJtOcoIfG4kFVVe7evcvp06eZdhmwJ3yJjIwcctNjty73BwX94/DBFpn9lVp88EXDowoePMu79viCOBWBR/1sv6t4tktskiBBJ5Fn1LHVaqQy3kBimNdkg4ODNDQ0zOXA9u/fH3YBHY3XY7fbOXPmDG1tbaSlpVFbW8uyZcvCkgNwCid9Sg82dQoQmCUzRkzvmHcV+PDhFV5kJFLlNIp0JcRLCfMa08zMDCdPnqSjo4PVq1fzwQcfRMaMTiNizM7Ocvr0ae7du0di/06SBndSvDkBXQzT5zO9YEyAPX8EVk2r4wuFEIKJWXjUp/KwVzDjEnh8oIQ2gz9TMyxJYDFCgkViWZ7EmmKZwkyQw1jXpOXAYo8QgqdPn9Lc3IzNZmPDhg1UVVWRkDC/Z9eLKELwSNi5qdiYIYAZmWSMGN+5ZlhlhgAeFKzo2Sgns1ZOxjAPgfvnsXpjYyNCCGpra1m/fr1WS7eIeF4P2dzczMS0H0fCl7Gm5lOcHbt1eVAR9I7CnnUyh7fK2v30BUPxw9j9UL/r5BPwOyDgItTnKkCSmStqEoREeE3WkABv4S7I3QyWMHt2TUxMcPz4cQYGBrQcWIxwu91zvflWq5Xq6uqw9R17hJs+pYdJdRIFBYtkxsS71gwL/PjxCi9IkCQlUyyXkijPT0DS5XLx8ccfc//+fUpLSzl69GhEzOg0IofL5eLs2bPcunWL8aLlDK/extqMFOIibHL1Okb8CqqA/zovgZIYma9qxA6bXfB4QHC/W8XmFLi9n8Su8LIWIpiNEG+RKM2WWFsiUZwthVWIV8uBLQx6enpobGxkdHSU1atXU11dTUpKynsfVwiVoLMXv60N1TcDsh7ZkIT0jht4QlUQATtC8SDp4jAkr8CYvPqdj/Ocp0+fcvLkSTweD1VVVWzbtk0TtV9kdHV10djYyMzgIF99+pRSITCuWxe7AakqPHgABw7AH/xBxI2iF6z4rngmCnnV4eeOM8CMopKgk0jUycTLEsbP2fxUhcClCpyKYDooMEpQZtGz02pki9WI5T03TUdGRjh+/Dijo6Ns27aNqqoqrREvhqiqyp07d2htbcXn87Fz50527dqFyfRuYkNzjI7Cz38Oly6B2QyFhe//RyhE6LiTk1BZCd/6FlRUvPW32+12Tp48ydOnT1mxYgWHDx/WXAUWMYqi8O9uPuJnE25SnDaK8/MpKCiIWSH+bFBlKqjy/8hNYFWcVlDxRcDtE9zvFtzuVBmaFKgqJMaFhHXNRj5XhDkQDAkcOT3g8UNSPKwulllfJlOY+X7PVkVRuHLlCmfPniUhIYGjR49SXl7+XsfUeD9mZmY4ffo09+/fJysri7q6OkpLS+d3MFUNCe62tcL0aKhx0xKGYpqgHyaHwGiGVTtg9S4wvd3muhCChw8fcurUKc1Ze4kwZJvgT8famHTaSVX1lJWVkZycHJOxCCEYFl4K5TiO6XI1cfsvCFMd0H8BBq+GBHgN8WBODhV96T8nNBEqBNzgc4DHFnIITS6B4v0hIV7Te06Vk5OTnDhxgt7eXtavX09tbS1x72ooohE2nj97WlpasNvtbNmyhX379s37mqhBF/6puwTsnSCBbEqdV1PJy2MUQRciYEdnycKYthGdJeetn48vOmsXFxdTX1+vOWsvYoQQ/OWdx/zliIN4u42i3ByKCgtjVojvVgSDfoWfZMezxartw30R8AUED3pCsevARMjxMzEuJKxrMX5+YWxQ+SR2dfvAGgcrCmQqyyTKcqT3WvMLIbh16xbNzc0YDAYOHTrEqlWrtDgihjidzrniiZSUFGpqalixYsW8rokQApuYol/txa7aiZPiMIZB/EoVKk6cSEhkSzkU6IowSm8/j3V2dnLixAmcTicHDhxg+/btmqDHIsY27eB/+stB+ka8pCd4KSsrIzUtlVjNIgMTkJUMPz6sw2jQ5rIvAgO+UN71miPAREDBJEsk62QSdBJGiVfOeUIIPCo4VZXpQMhNJt8oszPRxHarkeT3bAadnZ3lo48+0nJgCwQhxJz56eTkJJWVlVRVVc37mgjFi992n8DsUxBBJFPaOwsrvGqMQvEgfDPI5jRMaevRxRe99TPb5/Nx5swZrl27RnZ2NseOHdOctRcxQggu/ayPC/9rAL95nOyidEpKSmJWvxH0ga0DNn0IZbUxGYJGlAkKlS7h4olqZ0h48AmVBEmPGRkzus/NDyhC4EXBg4JbKFgkHYVSHCvlRIqk9zPN1XJgCw+v18uFCxe4evUqcXFxHDx4kMrKyvlfk5FuuN0cem9NC5mdvu/1VRWwjYTel62HDQdDRqpvycDAAA0NDUxOTrJr1y727t2rCXosYlwuD//2r3p51BsgxWKnrLSUzKzMmMWuIzZBnFni94/oSLBoc9kXgVG/wlWHn6sOP6N+BYMkkayXiNfJmF8Tu3qfxa4zQUEQQY5Bx06rkW2JRjIN77ef9mIOrKSkhKNHj2o5sBjT399PY2MjQ0NDrFixgpqamvlfE78XHl2Bh5dCwvRpuWCYZ/3xi3hdYBuGpExYfwDKKkNFAW9BMBjk4sWLXLhwgeTkZOrr6ykuLn7/MWnEjJaOXv5t5zjMTpOfmkxpSUnMmsiDz/ozvpFmoT5Na2T/QqAocOsWXLgA9++D3Q7JyZCYGBLX1X/Ofp2igNMZev30dOi1q1fD3r2wZcvnf99bouXAFhaBQGDOSFKn07F//342b94872uieCfxTd1GcQ0i6eNCorvvGbsKoSL8Mwg1gD6hCFPaBmRj8lt//9jYGA0NDQwODrJlyxYOHjyI2Tw/Y3KN2OP3+/n//W0XN54ESTJOU1JSTG7O29e5hZvJWYEAfu+wPuwG0RoLE1tA5arDx2WHn2G/igQk6yUSZBmL/Pmxq0+AUxHMBFX8QpBl0LHNamC71USe6f2egz6fj9bWVq5fv67lwBYIo6OjNDY20tPTQ0lJCXV1dWRnZ8/rWIpQGFVHGFD78AkfVsmKXnp/UZegCOAUTkySmQJdIdlS7lsblKuqyvXr12ltbcVsNnPkyBGWL1/+3mPSiB1Pr4/R8N/M4vTOklpgoqysjPj4+Znhvi9ChfEHsOwIbPzdmAxBI8oIIegcFrR1CZ4OqDg8kGCCeEuobvjzBIlUVeDxg9sLdg8Y9VCUJbG+TGZNsfTeNXEDAwMcP36cqakpLQe2AFAUhZs3b3L27FkURZkzP53vNZkSPq4qNjqFAzM6UjG+dw+gEIJpArgIUiLFs0OXRqb09rHn9PQ0J06coKuri7Vr11JXVxcWkWGN2BAMBvm/ft5B6x2VBP0kxUWF5OfnxUyMatYlcHnhh3V6Ct5TE0BjceCzQ/8l6D0bMjcQakhE12QN9b6+asoTIiTW63eAdybU+xqXAQU7oGgvpMxTZuA5wWCQCxcucPHiRZKTkzl27Fj4jDY15sXU1FTISPLJE/Ly8qirq6OwsHBex1KFyrgYY0DpwyPcxEsJGKT3XzspIohDODFIBvLkAvLkPHRvGRMLIWhra6OpqQlJkqirq2PdunVaLd0ipn10nH99rx+b3U6eSU95WVnMeg+EEDz2BNliNfJfZMdr99UXACEEfWPQ1qXyqF/F7grFrPHm0HuD/vO1EL2+UK+r3R2SsctPl9iwTGZtsYTF9H73jpYDW1ioqjpnfup2u9m+fTt79uyZ9zVRA078tjaC9i6EJD/Tk3i/mCKkJ+FEBBzo4nIxpW5AF/f2e9dOp5NTp07x8OFDysvLOXr0aMy0fTTeH1VV6f53/w71L/6C8dRUcouKKCwsRP+eNSHzxuGAkRH41/8aNm6M6KkWpPiuPajy0bSXs7M+vKog06AjVT8/cQSXojIaUPGrglVxBr6aZqHc8u4X1u/3c/bsWa5cuUJmZibHjh3TnLUXED6fj4sXL3LlyhXMZjMHDhxgw4YN77YBdecO/OVfwtAQlJRAuF02fT7o7AwVq33jG1Bb+9oGGCHEnKuA0Wjk8OHD8xaP0Fg4uBXB/zRgZ9YfJDg6yODgIAaDgZLiErKzs2JyfR+7g+xPMvKDrNgkRDWigxCCrhFByy2VvnGByQAZiWAyvvs9p6qCGRdMO0KivdtXyexeLc8rqBsaGuL48eOMj4/POWtrovYLh8HBQRobGxkYGGDZsmXU1taSkZHx9gcI+OD6KWi/CToDpOZAOJNDQoBzGhw2yC2DXV+BpPTXfsvs7CwnT56kvb2dVatWcejQIc1ZewnwSLXTpIySYPfT3dWNw24nPT2d0rJS4izRFxv1CIVZAnxFl0eurDWqLGUCbmg/AR2nQgnJ+EyIz3jm+Pmux/KAYzjkHJq2HNZ8C7LWvXvPvKIoXLp0ifPnz5OYmMjRo0fnL6CuEXaCwSDXrl3j/PnzSJLE3r172bp16zttQCmeMbzjV1C9U0imFGR9eOcZoSoI3yRIegwpazCmrnvtRqwQgvv37/Pxxx+jqiq1tbVs2LBBi10XOUEh+F8GHfR5AugnRujv70eSZYqLisjNzY1JwU+7J8i6eAN/mKMlI5c6A+OC5tsKncMCvQwZScwr3hRCMOsCmwOMBthcIbO/Up6XSMfExAQNDQ309/ezceNGampqNGftBcT4+DhNTU10dnZSVFREbW3tO+3dq0KlT+lhWAwigAQS3rqR5G3xCR9u3CRKiZTrlmOVXh+HulwuGhsbuXfvnuasvYR40q/yd6dVEk0uBvq6mJ6eJjklmfKychISor836w8KhqckvnNQZmWh5iy7lPGrgjOzXk5N+7AFVdL0MhkGGd081lQ+VTAWUHAogiKTji+lWdgUb3jn9Zmqqty8eZOWlhbNWXsBoqoqt2/f5syZM/j9/jnz03fZu1d80/jGL6G4x5CMSciG8M5zQqgInw0hBIbkFZjSNr5R2Le9vZ2TJ0/idrvnBD00Z+3FjRBw+X+DoZsq/sRhent7EUJQUFAQM/NTWxckFcD+/yGUFtFYukwKH1eUKXqECwlIwYgZ+Z2fiUII3CjMiACyJLFcsrJNl0riPBoPZmdnOXHiBB0dHVoObAEyPT1NS0sLDx8+JDs7m7q6OkpKSt7+AKoKDy7CvXMQ8EJaPujDPNF4nGAbhbQc2FEPOa/PLfh8Pk6fPs2NGzfIzc3l2LFjZGVlhXdMGlGnb0zwV41BLHofI0NdTE5MYk20hsxPk5KiPh5FFfSOwdf36NhUoa3dljJBIbhk93PC5mUsoJDyLHY1zCN2DaiC8YDKTFAl26jjS2lmtluN7xwHv5gDE0JQW1vL+vXrtRzFAkEIwYMHD2hpacHhcLB161b27dv3bnv3dhtc/g0MdoSE562p7y9q/yKqGjIqD/qhfANsOxIyGX8NfX19NDQ0YLPZ2L17N3v37o1dM4NG2PjPYy7OzPpIsU/R09ODPxAgPy+PoqKimFzfIZ9CvE7i/1NgJV6nPV+XNGNj8POfw6VLoTkpNxeSkt59rhMiJMI7PBz697Zt8M1vwjx6aVwuFx9//DH379/XcmALEKfTyZkzZ7h9+zapqanU1NSwfPnyt17/CCEI2jvwTd1GBN3I5nQkObyxq1B8qL4pZEMSpoyt6BNeLwQRDAY5f/48Fy9eJC0tjfr6+nmLR2gsHMZnBH92MohEANtYD6Njo8TFxVFWGhvzUyEEXcNweJvM3nWakPhSRhWCm84Av7F5GPApJOlksgwyxs8xEX8dQSGYCKhMBVUyDDqOpJjYm2jCMI9jvZgDq6qqYtu2bVoObIEghKCjo4OmpiampqZYv349VVVV77R37xc+OpV2JsUkRgxYiAvr3kQoT+EmQIB0KYNyXcUbjcVHR0c5fvw4IyMjc4IeJlMYjGw0YsrDn8P9fxDocqfo7u7C6/GQnZMTM/NT5xgIBar+Tag/Q2PpYncLzrap3OpQCSiQZoXEuFeL2b8Jt08wOQtBFSryJGo26chLn0d9lM9HS0sLN2/e1HJgCxCPx8OFCxe4du0a8fHxHDx48J1F9DpVJ+eVCewiQKZkwiSFdx3vFypjwku8pGenLo1V0utNaVRV5erVq5w5c4a4uDiOHj3KsmXLwjomjejjcAv+9ISC3xfEMd3L8NAwJpOJktISMjOjb34a0hiAfetkDm3VYteljBAwegce/CxkJG9MAGsu6Oeh96Yq4J4A1ziYU6DiKJR/AIZ5tNI8z4FNT0+ze/du9uzZo+XAFhC9vb00NTUxPDzMqlWrqK6ufqe9+6AI0KV0Mi7G0KEjnvD2/gkh8OLBi49UKY1luuWY3yBwb7PZaGhooKenh3Xr1lFXVxczgxGN8NE64+Ovx11ke530dHfhdDrJzMyktLQ0JmKjs8FQbcr/K99KkVmb05Yybp/gwn2Va49VPH5ITYCkBOZl4OH1h2JXXwBKcySqN+ooyZnHHnMwyLlz57h06ZKWA1uA+P3+OfNTg8HA/v372bRp0zv1NwTdw/gmrqL6pkOiu7rwznNCDaL6JpFkE4aUdRhTVr1RT+L27ds0Nzej0+n44IMPWLNmjVZLt9jx+eCP/ghlbIx+WWZgYACdTkdJSQk5sTI/ffgwZAz9L/9leGv5XmJBie8KIbjvDvLrKQ+d3iC5Rh2p+vAk+3yqoNsXxCrL1CabqE4xY3nLhGRXVxcNDQ04nU7279/Pjh07NGftBcrs7CynT5/m3r17ZGZmUltbS3l5+Zu/8epV+PM/B7cbysvDKwz4IkKExH3d7pAA75e+9Mo/8PHxcRoaGhgYGGDz5s1UV1drrgJLhGsOP//XqIsykw6DLOHxeOjp6WF8fJyEhATKyspJSUkm4PHQe/Mqs8ND2MdGUIIBAHJXrWP1B0c/dczxznbGO54wMzyIZ3Zm7vO7f/cPsCQlv3FMk4GQa/IfFVjJNGhz21LkxUDOH5DIzxCf6/j5LgghmHbClAPK3zGo8/v9tLa2cu3aNc1Ze4EjhODx48c0NzczOzvLpk2b2L9//5s3GP1euHwcOm9DSjZYIuiyGQzAeB9kFMCer0HqZ11VXnbWfi5qr7H4UYXgN8oQw8JDjmRBCMH4xDjd3T34fT5y8/IoLirCYDDg83h4evkmkwPDTI+MEQwEASipXMXWL33wqeMOPelk4HEHUwPDOGdm5z5/9A9/l/jkNzeWDqhuNsjJ7NNnhvcH1lgwTDyGB/8I4/chPiskvBuO2F0JwHQX6IxQVgfLj4UcRd+GwcFBjh8/zuTkJDt37mTfvn2as/YCxeVycfbsWW7dukVSUhLV1dWsWrXqjRtQQfcwvrHLqEEnsjnjvd3JXocacCCCbozJqzGmb0R6RUHR9PQ0J0+epLOzkzVr1vDBBx9oztpLhAeuAP/HsJN8ow6LTsLv99PT28vIyAgWs5mysjLS0tIIer1Ri13tQRVbUOW/zbdSoiUjlyS+gODqY5WL91VcXshPB6MhPBvjdpdgbAYKMyUObpBZXvB2Rm/BYJCLFy9y4cIFkpOTqa+vp7i4OCxj0gg/XV1dNDY2Mj4+zrp16zh48CBJbxCFUYRCj9LFsBjCghnTGwpw3gdVqNiFnTgpjgrdChLlz45NCMHdu3dpbGwEoK6ujsrKSi0JuQQQQvCzswr3egSl2RICsE3Z6Orqwu1xk52VTUlJCSaTEb/PQ+ejy0xPDjAzNYKihJ6vBaWVbNjxpU8dd2TgCSP9j7FNDuB2zsx9vvpLf0hcQvIbx9UzKlhbIvHN/TrtPlui9HmD/NOUhzZXgBS9TLbh3UUBX4UiBL0+BSFgT6KR+jQLKW+Z0x0fH+f48eMMDg5qObAFjs/n48KFC1y9ehWz2UxVVRXr169/Y7Ou4p3EO3YxVORjyXhlPBku1KAb4Z/FkLQcU8a2VwrwOp1OPv74Yx48eEB5eTlHjhwhJSUlYmPSiB7T3XD2fwBLCpiTIRAI0N/fz+DgIEajkZKSErKysvAHvTwYuMT47ABTjmGCaujZWp69nt0rvvypY/ZPPqF34hHjswM4vdNzn//69v+KBHPyG8cU8MBsH+z+7yB7ffh+Vo2FQ1CoPBJ2bijTOMLciOcWQSaEnwzJxFZdKsukhLcqzH05B3bkyBGWL18eljFphJ+BgQEaGxsZHBxk+fLl1NTUkJ7+enNRVAXaWuHuuVDONfENr38fVBUm+iHOCju/DAWvvpeePHnCRx99hNfrpaqqiq1bt2qCHkuEk9cULt5XKcsNzT8zs7N0dXbhcDhIz0inrLQMi8Uc1di1f1xQkCnxow906OYhQKOx8BnxK/x6ysNNZ4A4WSLPKM+rOeVlVCEY8Cv4VNiaYOTLaWayjG/33NZyYIuHQCDA1atXuXjxIpIksW/fPrZu3frmGu+ZcbjwTzDWC5mFoI+giIzXBbYRKKuEnV8C02dNpL1eL83Nzdy6dYv8/HyOHTtGZqZWb7IUmAgo/JsBBwYJ0g06FEVhYHCQgf5+ZFmmuLiYnJwcFJ8vannXgCro9AX5SXYC263RF1DSiAKKAhcvwq9+BYODUFIC4TJncbmgqwuys+GrX4X9++EtBBJezoF98MEH7yyMoxE9xsbGaGpqoquri+LiYurq6t5Y4y2EIDDzEN/UbSRJj2RMjtj1FUKEGkElPabM7RisrzaP6e3tpaGhgZmZGfbs2cPu3bs1QY8lwrl7Cqeuq5TlhETZHE4nXV1dzEzPkJKSQllZGQkJ8VGNXUdsgqR4id8/qsMUploXjYXFVEDltzYPl+1+9BIUmnTzMjt9GSEEw34Vu6qyId7I19Is5JveLnZ1Op2cOnWKhw8fajmwBY6iKNy6dYuzZ88SCATYtWsXO3fufKOgqU94aVeeYFOnsEqJ6KXIPceCIohDOEiV06jQrcAkfVZMNxAIcO7cOS5fvkx6ejrHjh0jPz8/YmPSiB5+J5z+f0PADYn5odzT8PAn5qeFhYXk5+ej0+nwBTxRyb0KFcYfwMbfg2WHwv0TaywEhBA86he03lEZnBBkp4A1LjzrKF9AMDgJ1jjYu0Zm6wr5reuRX8yBHTx4kC1btmg5sAWKzWajpaWFR48ekZubS21t7VvVeD9W7ZxTJlARZGKKaOw6hR8FwU45jUr51XHyyMgIx48fZ3R0lG3btlFVVRUT0XON8HPjqco/XVAozgadLOH2eOju6mZycpLExETKystISkyMauw6OSuQZYmf1OtIDNOcq7Gw8M7Ck19Dd0uo1CS1DF5RUvnOCAHOUXBPQnYlrPkWpFW85ZheyIEVFBRQX1+v5cAWKM/NaVtaWnC5XGzdupW9e/e+0fw0IAJ0KE+ZEOMkkIBhHqbzb4siFOzCTrKcTIVuBRbps3lXRVG4cuUKZ8+eJSEhgaNHj76d5pTGgiegCv6/gw5G/ArFZj1CCEZHx+jp7SEYCJCXn09RYSF6vT5qek1CCB55gnw51cxX0z97P2osDTqHVVpuqfSMCTISITkhPOuoQDAUu5qNsGOVzO41Mmbj2x37xRzY3r172bVrl5YDW6A4HA5aW1tpa2sjLS2NmpoaKioq3qwn4RrAN34ZEfQimdMjpichhEAEHKB4MKRWYkytfOW5JicnaWhooK+vj/Xr11NbW0tcnDbvLQmuX4c//mMoLQWTCa/XS09PD2NjY8THx1NWVkZqaiqeQIBLAwMMzM4y7HAQUFUA1mdn8+WXtLueTE7yaGKCgdlZpr3euc//V9u3k/w2/YNTU6HalP/xf4QI5iAWzKwphKB5xsdvpjz4Bayw6NGHccPKJEusMOsZD6j8cspDn1/hexlxJL6mEdTlctHY2Mi9e/coKSnhe9/7nuasvcBJSkriq1/9Ktu3b6exsZG/+7u/o7y8nNra2s8Pwm/dCgnv+nywbFlE1a6RpNAf9NgY/OxnoWKzI0fmzvncWfvSpUukpKTwwx/+kKKiosiNRyOqCCG4bPejgzk3YovFwqpVq8jLy6erq5O7d0OLpaxEK703rrzVcUce3mO8q33e40rVSzz2KNxxBqhL0cR3lxqzLsE/XVR4OiBIT4TcNCBMnniSJJFqBatF0Dsu+PvWIIe26thQ/noRo46ODk6cOIHb7aampobt27drScgFjCRJrFq1ioqKCq5fv8758+e5d+8ee/bsYfv27a8OwgN+uNoQEt5NywPTPGzs3gW9AbJLQg0xF34F+78JSZ80nY6NjXH8+HGGh4c1Z+0lyLDwMKJ6SXnmsC5JElmZWaSnpTM0NERffz9jo6MUFRcTL+t5fOnGWx235+5Dhp52zXtcVslAp3CySaSSEMFCN43oIwT0X4C7fwNeO6SvCAnlhgudIXRM9yQ8/lVIRGTzT17v2O7z+Th9+jQ3btwgNzeXDz/8kOzszwqRaywc4uPjOXLkCFu3bqW5uZlf/OIXFBQUUFdX97mFqIpnDN/YJUTQjWzOjHgDkmywokoy/pkHIOkwpq2f2zB92Vn729/+NhUVb5k111gU3HD6CQqB5Zlph9FoZHlFBXm5uXR1d/PgwQOSkpPJjmLsatVJDPgFt5x+TXx3CeLyCn57WeF+tyApHkqyCes8lxgvEWcWDE/Bz84pHFwvs2vN68UH+/v7aWhoYGpqit27d7N3714tCbnAKSsr4yc/+Ql37tzhzJkzPHr0iB07drB79+5XxoCqUOlVuhkWg8QRj1GKbLGqLMkkkYRdzNKuPGG5tAqr9Emjs81m48SJE3R3d2vO2kuQ8RnoHBakP7vkEpCWlkpKagojIyP09vQyPjFOYUEhiQkGOh9deqvjDnTfZXTw6bzHlZYIHUOCsWnI1tJfS467rgB/O+5mIqBSatZjDqNIlU6SKDPrmQ2qtMz46Pcr/DAznrzXNII+z4FdvHiR1NRUfvSjH2nO2gsck8lEdXU1mzdv5vTp0xw/fpxr165RW1tLWVnZK79H8dlCwrv+aWRLZkRNYwBkfRxCkgnMPgVJxpS+FUkO3YdCCO7cuUNTUxOyLPPVr36VtWvXaoIeS4jBa+B3QHJx6N8Gg4GysjJyc3Pp7u7myZMnDA4OkpZj5X7/xbc6ZudoG/2TT+Y9JoMl1LjQf0kT312K+IXKeWWCh8KOBZl8yRLWOSVO0lOAjgl8NCtj2CQfW3VprxVwGB0dpaGhQcuBLSIKCgr43d/9XR4+fEhLSwt/8id/wubNm9m/f/+rC1GFCInu3j0L8SnwFg1z74UsQ2YRTA7Cpd/A3q9D7ifPfYfDwalTp3j06BHLli3jyJEjJCdHeEwaUcPuFjzoUUl+QV80OSmJjZs2Mj42Tnd3N9dvXCcvN4/kJFPUYteMJBiYEPSNCUrf0hBaY/HQ7gny1+MuBn0KxSYd8brwxRCyJFFk0uNUVC45fAz6g/wwK57S1+QYtBzY4sNgMLBnzx42btzImTNnaGpq4saNG1RXV7Ny5cpXr9cctk+Ed7OKQRfhvX9zPKTnQ1cbIMGuL4Mx1Ejw3BT91KlT+P1+Dh8+zObNm7VauiVEmyuALaiy0hK6z3Q6HcVFReRkZ9Pb20tHZydDQ0NkJSbSe/3KW5V2vm/e1SBL6JG4YvexLcGg7ZUsNQIB+Md/hI8+AoMB1qwJrfPDRXw8rF0L/f3w059CXx9897vwmlhUy4EtPrKysvid3/kdOjs7aWpq4qc//emc+WliYuJnXi+EIDD7BN/kbSSdCdn42deEE0mSkE3pqP5pfONXkZDRW4vnvu7xeGhubub27dsUFhbyrW99i4yM1xTfaSwqvH7BnU5BgvmTuhJrQgKVlZVMTU3R1dXFzVs3yc7OJi3ZErXYNT0RBicFHYOCNSXas3WpMeAL8pdjbrq8QQqMutf2or4rkiSRZ9KRqsjccvoZ8il8PyuO1XGfL1Tzcg7sa1/7GmvWrNHWdQsYnU7H1q1bWbduHRcuXODChQvcunWLqqoqKisrXxkD+oWfduUpNtVGopSELoKGpwB6SU8iidjUKTp4wnLdSgwv1FJ1d3dz4sQJ7HY7+/fvZ9euXW82vtFYNIzcBsfIJwJqsiyTn59PVlYWfX199Pb2Mjw8TGlpKfo4NSq5V0kGYwL0noXSg+Ht19CIPaoqOH9f5UybCkiU5hBW8z2TQaI0WzBph5PXVYanBPU7dFhMn38Oh8PBRx99xOPHj6moqODIkSMkJSWFbUwa4Sc1NZVvfOMb9Pf309jYyF//9V+zYsUKampqSEtLe+X3tKsOzikTSECWFFmzeEmSSMfEtPBzSZlCL8mskT65p/x+P2fPnuXKlStkZmby4x//mLy8vIiOSSN6KKqgrVPFaPhkfouzWFizZjUzM7N0dnVy5/YdMjIySE+Nj1rsmmqFnlHBkwHB1uVa/LDUcI7BzT+F0bshQ4W4V0+F80KSwJoDllQYuw/2QVj/QyjY8fnf83IO7MiRI2zevFmLXRcwkiSxbt06Vq5cyZUrV7h48SJtbW3s27ePLVu2vDIGDIognUo7E2IcK9aImsYA6CQdSSQxq87QzhOW61ZhfuGZPjQ0xPHjxxkfH2fHjh3s379fE7VfQjz2BOnzKRQ+61eQJImcnGwyMzMYGBigf2CA0ZERiotLsOrlqPS8SpJEql7mqiNATYqKNYw1LxqxRwjBjXZB4w0FX0CiJAv0uvA9xwx6ieIswbQTWm6HYtcv73q9SYKWA1t8WK1WvvSlL7Ft2zaampr4h3/4B0pKSqitrf1c89Ogexjv2GWE6kM2Z0R0/SRJEpIxETUgE7DdDelJpHzSc6MoCpcuXeL8+fMkJibyve99j9LSVxujaixChIALF0IfP6v5MJvNrFy5kvz8fLq6urh37x4pKSkkZGdzsb//rQ7bNjrKk8nJ+Y8rNRWGhkLCwEtdfFcIwUfTXn495cWqkygyRibxIkkSWc+SnNcdfgKq4Hez4j+T9BRCcO/ePRobGxFC8OUvf5nKykotkFtE5Obm8oMf/IAnT57Q3NzMn/7pn7Jx40YOHDhAQsILHQJ9ffAXfwEeD5SXR1Z490WyskBVQwK8mZmwdSt9fX00NDQwPT2tOWsvUWxBQY83SLrhswFTUlIiGzZsYGJiku6ebtp6ewjoTZSuXYfq9zP88O7nHtecmEjOyjUk5eTRdekcAZ/3c1/7KmRJwiJLPHQHqdNMjpcU0w7BLy8odA4JirLAqI/MHGfQSxRnCsZm4PgVhaCiY8vyzwolOZ1OPv74Yx48eEBZWRlHjx7VnLUXEXq9np07d7J+/XrOnTtHa2srN2/e5ODBg58u1hIi1PzZfgtScyMvvPscWRdqiBntgcu/gYPfJSDpPuWs/aMf/YiCgoLojEcjaowLHwFUzC8VlOl0OgoLC8nOyaa3p5euri5Ujw9zSiLFKyvwuT30tD383OPGJSVStHYl6fk53D9zCb/X907jSkTPEB7GhJcEKeHN36CxaOhphbv/OVTQlbEyciFEXDqYEkPFbNf+HWz7LyH+FX4iT58+5eTJk3i9Xurq6ti6davWiLeIyMjI4Nvf/jbd3d00NTXx53/+56xZs4bq6upPCRaoASfe8cuIoAspCsK7z5H18agCAtP3kQ0JGJIqGBkZoaGhgZGREbZu3UpVVZUm6LHE8KqCh+4Aqa9oEkhISKBy3TpsNhtdXV3cf/AAr2ygbO06CAYjGrtKkkSSTuaeK8BX0wSytk+3ZHB5BL+6oPCoX5Cfzls7dL4rep1EYSZM2uHjm4KAorK/8rMCvF6vl5aWFm7evEl+fj4/+clPNGftRYQsy2zatIk1a9Zw6dIlLl++zO3btzlw4AAbN2781DppWB16JrwbF3Hh3edIkkQiScyKWTqVp6zWrUWn6rl69Spnz54lPj6e7373u5qz9hJkcELg8kJW8qc/L0sSebm5ZGVm0d/fT39/P0G/E50pieKy1QS8bvq72z73uJb4JPKL15KSkc+TtjMEAu/2fLVaYGI21Aianao9W5cSt5x+/vOYG58QrLToIhZDJOll4nUS7R6Fn445+b2sBPJfIcD7srO2lgNbXCQnJ/O1r31tzvz0b//2b1m2bBm1tbWfKtYSihff+GVUX3SEd58j6czIxmQCM0+Q9PGYUtcxNTVFQ0MDvb29VFZWUldXpzlrLzGEgJE7YEr67P6cxWJh9erVzM7O0tXVxaOHjwn6daws3YCQFTpH73zuceNNSZRmrSMzsYDbPafxB9/t2QqhxoXxBxDwhMR4NZYGfqHSqozxWDjIwIQlQk3usiSRhRmHCHBdTONXVHbrMj4jwBsIBLQc2CJGkiTWrFnDihUruHbt2qfMT7dt2/bpdVJXWyj3GpcceeHdTwYYEggc74fLv4Wa7yES07h9+zbNzc3odDq+/vWvs3r1aq2WbokxNCmYdUPRS1thEpCVlUl6RjqDg4P09/XT2z2LpLdSWrE24rGrxSThDwiGJqH01fXmGouUJ+4AfzHmnhOljNS+f4JOZqVFosMb5KejLn6UFU+F5bMx6cjICMePH2d0dJRt27ZRVVWlNeItIuLj4zl69Oic+enPf/5zCgsLqaur+7RgQcAPl49HT3j3OUbzJwK8cVbYehj7M0GPJ0+esHz5co4cOfJKQUONxc0DVxCLLH1mjjOZTCxfvpy8vDy6urp42v4Up4DyNevRISKadwVIN8j0eBWmgirpBk0wa8kQCMDf/A2cOgW5uaGGpEggSVBUBLOzcPIkeL3w4x9/RoBXURSuXLnC2bNnSUhI0HJgi5Dy8nJKS0u5ffv2Z8xPX1wnKe4h/FO3kXSGiAvvPkeSJGRjCqpvCu/ENSyGBGRTGg8fPuTjjz8mEAhw9OhRNm3apMWuS4yxabDZBVkvtSBIQHpaGqmpqYwMj9Db28tArw2hi6ds2TqCfk9EY1eDXkIVgoEJwZqSd/+5NBYuvd4gfzbmYsinsMKif61Z2vtg0Umssujp8ir82aiLH2bFUxn/WQHeF3Ng69evp7a2VsuBLSLMZjM1NTVz5qe//e1v58xPXxQsUIVKt9KBTZ2MivDuc3SSjkQSmVKn6KKTCt0KvB4vTU1NtLW1UVxczHe+853PFTTUWLw818fVvTTtGAwGysvL52LXx48fIxmDWA0ZFOcsx+N3RTT3Gp8FjiGwD0GK9nxdMqiq4HSbytm7gqS4kBDkW7kRvSOSJJGRBAlmwa0OQUBR+MpuHXEvCfAKIbh16xYtLS1aDmyRUlhYyI9//GMePHhAS0sL//E//ke2bNnCvn37PrVOGlW9nFcmEAgyIiy8+yIpkpEpfFxUJrGip0iOp7OzkxMnTuB0Ojl48CA7duzQRO2XGFN2GJ0Wz+a4T5OcnMSmTZsYGxujp7uHwYFOFCyUL69ECXgjGrvKsoROJ+geVtm6XOs9XEo4RkL9p5NPQ/2ukTIu0JsgYxXM9MCt/wRqAIr2fvZ1drt9Lge2YsUKDh8+rOXAFhEGg4G9e/fOmZ82NjZy/fp1amtrWb58+dw6SQhBn9LDuBiLivDuc2RJJpEkZtQZOnnKSt0alIBCa2sr165dIzs7mw8//PBzBQ01Fi/d3iABITC/ZNyh0+koLi4mJyeHnp4eOjo70Pl9GJJSyVtWgd/jiWjuNd0g0+0N0u9TWB2nPV+XCkIILj9UabqlYjJAcRZEKnZNtUK8WfCwVxAIKnx9r46k+M/Grg8fPuTUqVMEg0EtB7YIyc7O5nd+53fo6OiYMz+trKykqqrqU+sk1T+Lb/wyKN6IC+++iGxIQEUQsLWF9CSspQwMDNDQ0MDk5CQ7d+5k3759GAyfbxyosQhxOODpU0hP/8yXrFbrp8xPe+7exagobCgtxS8Ed0ZHP/ewSSYT67KyKEhM5HRPD95g8N3GJUmQkABtbfCVr0RM0GdBdDW2zvr4jc1Lkl4iMwoFXBZZotys57YzgE5y87tZccQ/cw940Vl77dq1fPDBB5qz9iJFkiRWrlxJRUUFN27c4Ny5c9y/f589e/awfft2DEKEnN3HxkKu7tFeUOTkQEcHwb//e1o6O7na3k5BQQHf/OY3NVeBJcpoQMGpqmQaXj31SpJEZmYG6elpDA0N0ZeSyiRgCQQRQnzugmj5gdq5j3uuvp272ctYdRJD/iAeVWAJo0ukRuxwuAW/vqTQOSwoyQ6vg8qrkCSJ7BQYnxGcuqFg0OvYUP7J5llbWxtNTU1IksRXv/pV1q5dqwVyi5S4uDgOHTo016zyq1/9imvXrlFXVxdq6h3pgsdXITENzFEu5JJ1kFkIQ52Mnf0NP3syzuzsrOasvcQZF77XFjIaDUYqKirIy8+jq6sb2WxETbJiMr4+FNr4wYG5jx9euPrO45IlCVSYFv53/l6NhUv/Jbj7NyAbICkKOgY6YyghOfEQbvwpbPtDsDwrGnc4HJw6dYpHjx6xbNkyjhw58imxVo3FRWlpKR9++CF3796ltbWV//Af/gPbt29n9+7dmExG/LY2VJ8N2ZId9TWUbIhHVX14J+9w8foTLlxpIyMjQ3PWXsKM+RWciiDzFcYxz0lNTSUlJYWRkVF60jOYCgYx++2oqvq5AuDhiF0TdBIzQYFNawJdMnj9gt9cVnjYJyjMBJMh8nNceqKELAla28CoV9m5+hMB3sePH/PRRx/h8/k4fPgwmzdv1kTtFykmk4mqqio2bdpEa2srJ06cmCv4KS8vxykcDKr9GDBglKIrIh8S4E1kVp3l3sxdbv7yNmNjY2zfvp0DBw5ogh5LlPEZgcRnzaqeo9frKC0tITc3l+7ubsb1cXiUBIxviF3Xbv5g7uP2+xcg8G7jkiQJCcH4jHi3b9RY0DxwBfjbcTd+ISgxRU549zl6SWK5RcdTj8JfjLn4/ex4sp8ZrWrO2kuLvLw8fvjDH/L48WNaWlo+ZX4aFxeH33YfxT2GbMmKmvDucyS9BUkN4Lfd587DQVrO3cZqtWrO2ksYz1TozfSamvykpCQ2bNhA/kQ+3d3Z+CZ8+E1TKIryufmCbcsOzX18t+/cvMZmSgTHMDhHIEW7/ZYEQaFyXpngsXCQiekzZoCRwCoZkIVEm5jFqMhs06XNiXV1d3dz4sQJLQe2BNDr9ezatWvO/PT06dPcvHmT6upqVq1aheSYhrYzIVFAa5RNbSUJMgtgpBvnhd/yy3Ho7R9gw4YN1NbWYrFo6uJLkcnZkMC97nPqhnSyTFFhITnZOfT09jBiSsDpt2DUg+Dz2wveN3YFMOhhaFIFtL26pUKXN8hfjrmZDqosM0c+dpUliQqzng6vwl+NufhJdjxF5tC+SyAQ4MyZM1y9elXLgS0BMjMz+c53vkNXVxdNTU382Z/9GWvXrqW6upqkpCR4cg0Gn0JGQfSEd59jtEBSBuLpDR5O+2i48xSDwcA3vvENVq5cqdXSLUG8qmDIHyThNbWbCQkJrFu3Dlt+AV05udjcbvQzUyhBBZ3+1ev8cOVdxwMKo34t77pkUNVQX8SpU5CfD9GoIUpKgpISOH06JLz7gx/AMzORoaEhGhoaGBsbY8eOHezfv1/LgS1SZFlm8+bNrF27losXL86Zn1ZVVbF+/XpQffimboMaRLZE19RWkiRkUxqqZxT70GU+vmbnaXsnK1eu5PDhw1itr1C40Vj0TM4KAgp8XhpVliTy8nLJysqir6+PwaFE7H4DJklEPHa1GKF/Qry290djcTHkU/ir8ZDw7vIImsY8R5Ikysw6enwKfzPu5vey4lgRF2pkVxSFS5cucf78eS0HtgRISUnh61//+pz56d/8zd9QUVFBbW0t6enpjIsxJsQECZI1asK7z9FJOhJIYEKMM901w8VfX0JRFI4dO8aGDRu0+W0JIlSY6gDTa5ZOFouFNWvWMDMzQ1dXF8KxGpM7HX3czGuP/b65V0McBL2h3Ksmvrs0EEJw4YHKubuClHhBckLk5xSLSaIwQ3CvR6CTQwK8z2uVJyYmaGhooL+/n40bN1JTU6PlwBYpkiSxdu3aOfPTCxcucPfuXfbt28eWLVtQdTKX1UlcIkieFP1rnCaZGBYezntHMTbf4/Gdu5SWlvK9732P1EiZJ2nElMlZgdsHWcmv/roEZGdlkZGRwcDAAAP9qdh9MgaU18aU4Yhd480wPAVBRURcd0AjOrgn4cafwNRTyFwFcoTTX5IUqomb6YU7fwU6E+RvC31NCMGNGzc4ffo0RqORb37zm6xYsUKLIxYpCQkJ1NfXs23bNpqamvjHf/xHioqKqKurIzc3F5uYYlQME0dc1IR3nyNLMlas2ISNW4M3uPTLK7jdbmpqati+fbvWB7ZE6fEqr9VCMplMrFixgvz8fDq7upgxGHEnpWAxOl973PfNvRokCUXAqF9hdZwmSrlUuNkuaLqlYjFCelLkn2Mmg0RxlqB9SPCbSwpf36Mj3hI67+zsLCdPnqS9vZ1Vq1Zx6NAhLQe2SJEkiYqKCsrKyubMTx8+fMjOnTvZtWsXBoMO39QdVP8ssiUnBnoSVhTFh2f8Fmcu3uPK9bvk5uby4Ycfkp2dHdWxaESJ4eGQAG9x8Su/LEkS6enppKamMjw8THpvL2J8nJm4uNfqSRxatmzu43N9ffMbW2IijI6GxhchI4+Yi+8+cQf49ZSXeDk6wrvPMckSZRY9N51+so0yX0sxcfXqVc6ePUt8fDzf+c53WPbCRdRYvOh0OrZv305lZSXnz5/n7Nmz3Lx5ky+bTBRfv45UVhZ94V1CmwcTCQnMtLSg9vVx5L//79m8ZYu2ebCEGfOrKAIMbxC3lWWZgoICsrOz6e3t5fHFJ0wNDZGSkkKo5Cf8xMsyYwGFMb9CsTnmjwaN90RVBS23VZ4OCIqyIi+8+yKZyRIjU4LGGwpZKRImQqL2PT09VFZWUldXpzlrLxHS0tL41re+RW9vL42NjfzFX/wF65aX84F+kriAD9JyYzKugJAYnJxh5skvyCvbzbf/xb8g/RUuGxpLA0UIxoUXM2+OI+Lj4lm3di22aRtdXd10P37CxMQEKSmRa1bWSRLjwhex42tEl5k+uPe3oY+jIbz7HJ0B0lfAaBs8+AfY9PuCO223aW5u1py1lxiyLLNhwwZWr17N5cuXuXTpErdv3+bQ/tUUp0wgG1OiLl70nFknjA/dxTEpceBALTt37tYEPZYwYwEVjyqIe0PsKkkSubk5ZGZm0D8wwINzrUwODZGcHLnYNUEnMebXmkCXCkIIzt9Tud8jKMiIjvDuc1KtEqoqaG0TZKdKZCQ45py1ly9fzuHDh0NN+BqLnqSkJL7yla/MFfz83d/9HWXLSll2pBx/nJ8kKTbXWaiCicFJHs8+Qpdu5PeO/R65ubGJozUijxCCgQmB+S16ys1mE6tWrXxW8NNJx9N2bGPjpKZGLnY1G2FAawJdMkwGFP5+0o1LEZRFQbzoOTpJosKi46knyM8mPfyLrDg6njzm1KlTBAIBzVl7CSFJEqtWrfqM+Wn1nrUsz7IhGxOR5Nis1V0ewUj/Y6angmzftp99+w9qztpLGMcw+B2Q8IY6rpD5aSbp6ekMDg5y+X47Q1NDJCUloWaqERmb3vKsCVQT310y3FNneSBmyYiS8O5z4iU9qhDcEjOkCxN5Hh1NTU20tbVRVFTEt7/9bS0HtkSIj4/n8OHDc+anv/jFLyjMz+Mr6YKUmXHIjs1kogJDbgX7uRMkpq3i+9//MSUlWnf7UmZ4SkX/FmkIo9HA8ooK8vPy6erqouNRG5Ojo6SmRK45OM6kNYEuJRyKyt+Pu5kIKiw366MWK0qSRLlZxxNPkL+fdPOHOQmM9vZw4sQJHA4HVVVV7NixQ8uBLRHKysr4/d//fdra2mhtbeXf//t/z4G1FWx3PEUXlwiG6JqyPceFntGODqbvP2X9jq9y4HA9ZrM5JmPRiDzPTU+z3pDXlCSJtLRUUlNTGB4eoa21h5GhIZKSEslWIxO7Pm8CHQsorEHbP1kSXLwIJ09Cbm50hHefY7VCURE0NkJhIf79+2ltbeXatWtkZ2fze7+n5cCWCiaTiYMHD7J582ZOnz7N8ePHuXbtKkf3FpJsmEC2ZMVsbGPTAWbGL6LzWfnWt77FihUrYjYWjcjzJtPT5+j1OsrKSsnNC5mfPrl3n4nhYVIiKGwVZ4Jpu8DthXhNs23R41MF/zjppsersCIKwrvPkSSJEpOODq/C/z3h5l/lWXGNDnP8+HEmJyfZuXMn+/bt03JgS4T8/Hx+9KMf8ejRI1paWviTP/kTNuxYT9quFHQGHQYpNtdZ8Sn0DfUyM2GnaHkRh6sOk5CQEJOxaEQe9xR4bGB8C82W5ORkNm7cyPj4ON3d3fT0PMQWsEWs1lKSQsZvjqGIHF4jBrQPCs7eVbFaiIrw7nNMRon8NMHdLkFmssretYKLFy9y4cIFkpOT+cEPfkDx54iMaCwuDAYDu3fvZsOGDZw9e5bm5mauX79OwZf205drIUcyx6R+TQiBGJ/h8swYSczyzS9/ifWV67VauiXMlD30Xn5DT45OlikuKiInJ4fenl4e3HnA2PAwqSkpEerICcWudrfA5oDM5AidRCNqqArc+79h/AFkREF490WSimC6C+7+DSTmg9cwTkNDAwMDA2zevJnq6motB7ZEyMzM5Lvf/S6dnZ00NTXx05/+lHWb1pFzIAthApMUm7yrGlAZGhxkenqG9KI0jh74QUT1AjRii+ctTE+fk5CQQOW6dUxN2eju7qL38WPck1OkRDB/ppMkBn1KxI6vEV0GxgXNtxSM+ugI7z7HoJcoyhA87hOcSVQ5tAVu3LhBa2srZrNZy4EtIXQ6HVu2bJkzP32uJ3F4/0ryrWPIprSYxYszDsHk8G3ckzrq6o6wdes2TdR+KTM8DH4/vMFIWZZl8vPz58xPHz1+zNDMTEgLUUQoek1IgL6+0BiXoviuS1H5tc2DW1WpiIHYo0WWyDbo+GhkhocnzyL3drB9+3YOHDigOWsvQSwWC3V1dWzZsoWLP/sZU3/+5/gsFrILCkiOshCk1+ulo6ODqakpcgoKqNHrMeh0MREB1ogeQ/4g77KcMBgMLFu2DMk2wbWnD5iYmEDX3U3BrJ2kpPA+FCxyKOAcDagUa/tYi56HfYI7nYLsVDDqoz+vZKdC17Dgz37VhTT2c5IS4/md3/kdysrKoj4WjchTXFzMhx9+yL179+j/7V/TZ+/BVFBBQXoAgz56xT4Cwfj4OJ2dnQhFZVVOFuuLEpCSNcGspYydAG4U4t8hrElNSSVlUwrq5CwDN+8zNDSENT+LoBJErwtvTGJBx4TwoQiBTlvnLWqUADz4R3BNQOaa6J9fZ4TkYmhv9nJz4DRjphts2LCB2tpazVl7CWI0Gtm/fz8bN27k/JlGxnvO458wkJW/gtRUS8jiOEoEAgG6uroYGx0lLTWRXRvTSSzM05qOlzijfgUJ6a035/V6PaUlJYjJ1Vx/+pCpqUk6OzvJtU2HXShQL0koaE2gS4XuEcHVxyppiWA2Rn+tlJ4k0TMq+JsTg+gnfo7FBN/4xjdYuXKlVsy4BMnNzeX73/8+T58+5ezjVu723SHFlEZcYVzUcwFTNhsd7R0EAn7yludSsLaQDH1GVMegEV3cPrDZBXHvUFeWmGhlw4YNEJhirO8mQ0PDmK3DrA4EMIa5iS7OFBqfywsJWnixqFGF4Lc2L4O+UANotJ9nekmi1KTn+rSbiWsX0d+9ysqVKzl06BCJEUp0a8QOvV7Pjh07qKys5ML5M0wPXKB9RiY9ZzmZmQlRjV2VoEJPbw9DQ0MkWePYvC6HxPx8rel4ieMYAaGGjKveBlmWKSwsxC7WMHTzHtPT03R0dLAyY4L09PSwzplaE+jSYlx4uaVOE48eSxSFd59jlQy41CAnx9vx/OI8ksvHsWPH2LBhgxa7LkHS09P55//8n9PT00Pbr/+WwSe3mUjPpyDVh8Uc3cX67OwsT9uf4nF7WJaZzZcKk9GlJ0d1DBrRJagIhiYh7h1qhuLj41i3bi34Jxnvv83IyDBm6yArfT7MpvA2V2lNoEsHIQQf2bx0eINURFF49zmyJFFu1nPf7uN/vncb0/WzlJSU8N3vfpe0tLSojkUj8siyzMaNG1mzZg2XL5zH3/J3dKoOrOXryEmMrhGVqqr09ffR399PnMnCpoI44gqsoDUdL2mem55a3rJwWJIk8vJyCa5ejav9IbOzs7R3dJA+Mkp2dlbY71mdJDGgNYEuDcbH4Ze/DDVERVBU8nNJSoLZWWb+6q/45aVLjBmNVFdXs2PHDq0RbwmSlJTEV7/6VbZt28aVs79h4Ok5JuJTKCxOIi4+PqpjcTldPG1/isPhoCg/g7rlOSQUZUZ1DBrR521NT59jMZtZvWoVwjfB5OAdxkZHMSX0s7zSQ1xcePdb4swwYoMJuya+uxRonfFyzxWgzKyPeg24JEmUmXU8dPr5t+duEH/xY3Jzcvjwww/Jzn6DK6HGokOSJFavXs3y5cu5dv0ad2ZvMtI9RE58LnF5cVFdTwkhGBwaorenB4PBQMnqYsqty4jXRfcZrxFdnCNvZ3r6HEmSyMrKIj09HV/bJB0PruJ0OkkzFaGqatjvWYMZbF1hPaRGjHB5BC23VYKKRCy2Yi0mieQEQfN1B1fPnCDo7GbXrl3s3btXqy9ZgsTHx3PkyBG2bt3Kby620jTegdUZT3JeEQZrdOvYPB4P7e3tTE9Pk5afQ1btdjJMhVq+f4kzPKWif4cSE5PRyPLlFSi+caaG7zI+Po6xp5dla51Yw2yCYDHC2AxMzgoyk7X7cLHTfwEGLocM4t+2ji5cSFLovKP3VH77b7royfwZqenJ/PCHP6SoqCi6g9GICuXl5ZSWlnLnzh2uDF9ismeMTHMmcYXx6KPYayoEjI6N0t3VBUgUrCqgZGMpSXpNT2IpM/6WpqfPkSSJ9PQ0UlNTaLNP03b3Fi6XC1N2HisUJez90fGyRLcviBDRrUPQCD++gKD5toLTAyUx2Io1GiQyUwQX7rq5f60Z/8x9tmzZwsGDBzGFuR5PI/aYzWaqq6vZvHkz51o/YqzrLK4EM7kFJpJTonu9/T4/nZ0dTExMkJmezN4t6SQW5Gj5/qXO0FBoYf+Wzy6DwUB5eTmjsszdmzeZnJykW5KYyckhOdwi9yZTSBh4ZAQiJDweU/Hdphkfj91BlsWgiBZAURSm+3t5YnNgT87jf/nd/SzL15y1lzqpqakcS0/HlZ7OE4OBtrY20tPTKS0tJS7CIrxCCIaGhujp6UGn07F69WoyMjLg0SM4exY2btQEeJcwtqDA9AaXsldhNpvJzMzE6/GiCsGdO7fJyMyktKQkbGJrkhQSVnIrkfJC04gWsy5B6x0VWRJYLbGZTxwOJxNDnUw5TVRX1vH731qnJSGXOJIkUVlRzpqKbMaGg3SNjjE8Pk5xcTG5ubnIUmQDKq/XS3tHO7YpGxkZGZQvK8ckAWN9MNINBcsjen6N2OETKkGhYnjH9ZMkSaSlp5Ofl8es3c7U1BTXrl2npLiYnJycsMUmBmQCqPhRsaAJVS5mek7D8A1ILYvNcl1VVUan++nrtmOy5fLNP/4hKzdrScilTmJiInX71jLTP0HnwCz3798nJSWFsrIy4sNcPPEZBIyNjdHV1YkAli9fQXZ2NopvgsBsO3prCVIMxEY0ooNdEcwjdMVkNJKekY41MRGh03Pv3l1SU1ND92wYG6wkJFxa7LrocftCRbS+gERujPQMXG43k8MdjE4b2LF8H3/w3TVhb6zSWFhIksSy5ctwltoZmhxkuGOYiZEJCgsLyM8vQKeLbOzqDwTo7OxkfGyclJRkKtdXYjIZsWPHJqbIkrQGqaWKxwcBBSzvmPeWgNSUZPLy8rDbHczOznLt2jWKiorIz8sLWwLbqA8JBHv8mvjuYueGM8AVu58Coy4mJkBCCKZGhxkcGmVMjuOP/tm3OLBac9Ze6sTFxVG1axX2vkF6Bmd4/PgRg0ODlJeVkZgU+UJW29QU7R0dBAIBysrKyMvLQ/hnCDo6MCZXIMma4e5Sxe+c3/cZDAbS0tKwWq2YhZmHDx+SlJREWVlZWIXCZR14Z8N2OI0YERQqV5QpXCJIvhSbhZLX62Wso5NRnZ/ybcv5yao9JCZYYzIWjehRUlRE0co8ZqRxntjcjFy/Tn5+PkWFRej1kS31CwaDdPd0Mzw0jDXRyqbNm0iIiwvlXPsfwepdET2/RuzwB8EfEBjncYslJlnJzc3B6XTicDq5fu06+QX5FBYWhq3ByqgPjdHjC8vhNGLIQ3eQs7M+sg06DPNJRrwnQghs4+OM9Q8yKOv4V8e+xpc2rNGan5Y4RqOR/SuLCXTn0DOTSHtHB4PDQ5SVlZGamooUYQeZmdkZ2p+24/F6KCwspKiwCNk5DV1tsGoHxGuNoEsVlyLeyfT0OTqdjpSUFKxWK1J8PE+fPpnbb0lJCZ/5qVGCmaCWd130KAr8/OcwMABr18ZkCH6/n06HAx48YD1Q9n/+n6RkagKoS53c3FyOVK1helihvdfGjZs3yc3Jobi4BIMxsjXjqhIStR/o78cSF8eG9RuwJlpRPSMEHT3oTDEQodaICkIIHG7mFbsmJMSTnZOD2+XC6/Fy48YNcnNzKS4uxmAIz36LQQdBBbw+QVRdCjXCTo83yMczPlL0MuYYxK4A01M2prp76JENfFh7lO9t26A1uS9x9Ho9lTvWoXj9jA2O0dvdy8jQCKWlJWRkZEa8ft3pdPL0aTtOp4PcvDxKSkpQ5CBTYhI3LuKJcN2yRszwu97N9PQ5Op2OnJwc8mfymZmZYXR0lBs3blBaWhpW81OdCbzTYTmURgwRQnD2nkr/hKAkC2KxVgoGFSZHuukY9JObUsF/96MaCvOzoj4OjeiSkZHBivoqxpyDOJ70cfvWbTKzsigtKcEcYWM0IQQDg4P09vZiNBhYu24taalpDKpuHqsO8uXI6lloxJbZecaucRYzWVlZeDwegsEAt27dIisri9KSUkym8NTBybIEQuD1h+VwGjHEOQqPfgl6M5hiVEo0a5+h39GN97yZtT88yrGfrIl4XYtGbJFlmdUbV+Nb42Z0ZJTB7iFGR8YoLikmJzs74nl3t8dDR3s709MzZGVnUV5WBnqYEdM4hJ0kKTmi59eIHS5V4BcC0ztuj8myTGZGBnn5eczOzjIxOcG169cpKS4Jq/mpSQ7lhgMilIPVWLxcfazSPigozCA2WoiqyuRoHx29TlISCvl/fmcrK5blR30cGtElOTmZD/avZXbARkf/LHfv3iUtLY3S0jLi4iMcOwoYGRmhu7sLSZZZtWoVGRmZqN5x/PYOdAmFSBHWi9KIIdPTIZPnd2ROC9HrBUWJjH6nJIEsg8sVnuO9gphFLv2+IK0zPjINMsYYJCJtNhvt7e34/X4qS0pwp2bRHhfHsqiPRCPquFxw4QLx+flszM9nfHyc7u5ubty4QV5eHkVFRW8UiQyqKlcGBrg3Nsa014tBlilKTmZfURE51lfvTjidTtrb27Hb7eTm5lJaWvrJ5kFODty/D319UFwc5h9YY6EQEIL3WU6YLWZyyspIX7GC7p4ebt26xY4dO8LmqiIJQVBohbSLncsPVYZtgrIY6LUEFYWenh6GhoZISEhgzcpinAYLDo+eVE17d+kz8ASda4bcijWklQbp7emls7OToaEhykrLSEtPe2OzSlBRuPK4i3u9Q0w7XRh0Oooy09i3toKc1OTPvD7krD1IT08PBr2BNWvXkJ6W/uILoPsu5Fdo4vZLlCAqApDnWXghyTLJycnkL6sgNTWV9vZ2vF4vpaWlYRmfBKgIFLTn62LGNQFPfgumJDDEoLZhdnaW9vZ23G43+WsLiHMU43sgw+boj0UjughVIeDoxBxnpXJdCVNTU3R3d3Hz1i2ys7MpKS7B+IbiiWBQ4dqtxzx43MPMrBO9QU9hXia7t68lJ+vVjSZeT0jUftpmIzMzk7LycozPNs5kQxKKdwLFM4Y+TjMvWqr41feLXU0mIzklxWStXjN3z27fti1szooCQTAsR9KIJbfaVbpHBcWZEO0iWlVV6evvp7+/H7PZTOWqUgKmBGwuPRH25dJYAMyIaTySm8KMQvJTC+jr66Ovr4/h4RFKSkvIysx6Y/gYDAa5d/Ue7fc6sM840Bv05BTmsHnvRjJyMj7zeiFgbGyUrmfO2itWrvjUeWQhM6aOkimFr3BDY2GhqKAK5iVuD6GCjaSkRHIKK0jOzqanuweXy8XKMLl2SnLoPlWUsBxOI0a4FJUGmwe9BIn66Bc2vJgDK8vLw59dwJNkC/s19/YljxCCoKMLk8nEqjXrmJ2Zoaurizt37pCRkUFpaSnmNxhJzid29fv9dHZ2MjE+TmpqKssqKj5pijFYUb2TBF1DGKwl4f6RNRYIapD32nU1Go0UZRexOquSzs5Obt++zebNm0kIk+GRJIOiiQMuep4KB73CTZZkjvrzLJQDG3qWA9Ozenk5uuQEpvUy4ZOJ1liwTPQjj/eTWlTBtnITAwMD9A/0MzoySnFxMTm5OW80P33XvCvA5OQk7R3tKEGF8mXl5OXmfXLvm+Kg4zZUbAGDJm6/FFGUUOw63+lOkiSsViu5xRWk5RYwMDCAw+6gsnJdWMYnSc9iV1UTMFrMBFTBcZsHv4A0Q/RjV4/HQ3tHB9M2G3lZWZBfQrvVjAqale4Xge77GGSoWL2OHKeDrs4u7t+7T0pqyPw0If71scB8nq3BYJCu7i5GhkdITEpk8+rNnxhWJqTAaDf0P4GV28L8w2osFIII3id61ev15ObnU7BxI11dXdy9e5d169aRmhoeUUlZAr9WM7z4uXMHLl2CkpJQ41EUEUIwOhrKgUmSRPnWraz0eJDa20ET313yCP8sinuIxLRctmSUMzw8RG9fH2Pj4xQWFpKfl4/8BvPT+ewNz0zP0N7+FK/PR1FxMQUFBXNilJI+nqCjG0PyKmS95ji5FHmed5137ArEx8eTX1xOemEJfX19zMzMsHnL5rBEmqF9FEFQy7suaoQQNNi8zARVVlqi33br8/no7OpiYnyctNRUcorL6U2w4ENCm9mWPlPqJEInqCiuoCCrgK7ubh49ekxi4hBl5WUkvcFI8l1rmgAURaW3r5fBgUHi4+PYsGHDnGGlTsi4hZtJdZJ4nSa+u1RR37MgV6fTkZaWRn5yORbZwsOHD1mxYgXZ2eFpbJRkCGp510VP33iobjgzCfS66O/xT0xO0tHRgRJUWLOslKA+hyG7jsKoj0Qj2rhEkA7h5P/P3n8+R5ald5rgc86917V2AA7AoYHQWqZWlZklWFlZiqwqFptkkd3TO+S0GvaHte4da+s/ocdsd60/9Oy0We/OzLJ7x8ieliSHLF2VmZE6MwQiIANaA+4Ol/ee/XARiIjMyAjA3aEc5zGDBcLT/dyDxI1z7nve9/39WoNRjl+6xMzsDCPDI7w9P09HRwdd3V2YxuOf+exKhVu/fpexj26QW1nFsCyau9KcevFp4m2PFnDOZDLcunWLbC5HR0cHvT09mzoAUWExorIsqzhxofOujUqlUlvsGvD76egdoLXnKCOjIywvLfP0M08j61i7UnHqNpRmj7j17yEzBS2nd//alUqFoaEhpqeniUQidJ/uxTfip5wBs34egpp9yqKzQFmW6U/309HcycjwMIO3BpmcmKS/v29Leaztxq+Oo7g7cZex0TG8Xg9nz50l8YBhZVZlmXfmiMpYPX9UzT6iojZ6cqr8vJSSeDxO08AA3miUW7duUiqX6O6qT1QgEVSUoqwUHl3XdGCZW1H84lOHWBA81u7/HpdXXGPnQrHA8d5uKp5OJjIG9ekc0+xnlFOmkhkiEIpz4Xw/CwvzDA0Pc+3aO7S1t9PT3fNE89Nq8q759XVuDQ6yurJCa1sb/X39mBuGlcITwcnP4BQWMPw699+wlEo11Zn4fD76UilOJBIMDw9z7do1nnnmmSdqd24ZpaBcrs9Yj2DPxHevZUqs2g4nq7HtqYFSqcSdoSHmZmeJx+OcO3cOv9/PRNHmF5kSr0R9BPbg8Fazi7z3HkxNwbFjCCFIpVI0NTUxMTHB+Pg4MzMzdHd3k06nH+kK6yjF//Lxxwwv37dMrDgONxcWuLO0xA/PnKHvgUDNcRzGxsYYHx/H7/dz4cIFotHow4PGYjA+Dm+9pcV3Gxi3lKbWMQStra00Nzeztpapm/CupjFYW1d8PKKIhzbc53aRxcUlBm8PUi6X6e/vpyOdRgHD03B9XPH8ab23NjSODXfec62OpYHXY3Ds2DHSHWmGhob45JNPiMVi9A/0Ew49WqTecRz+lx+/xfDMwuZrFdvh5sQMd6bn+OFLT9H3wIGp66x9i0w2Q7o9TW9f7+eTneEETAzCyjzEdUDXiNwTdFbU1mRpWSYnjh+noyONp84Nw+KJstOa/c7UNcjN7n4islKpMDw8zPTUFKFwmEuXLhEKhcjOwN1fwdFvQCC5u3PS7C52fhq7sID0xkFAsilJIpFgenqK0dFR5ubm6OrspKOz85FxgeM4/H//7MeMjk9vvlaxbQaH7jI8OsX3vvUyvd1tm/9NKcXkxAQjo6NYlsWZM2dJJB8+UBWGB5RDJTOqxXcbmTpsXAJBc3MTyWSClZWVugnv3h9fc5AplhXv3VaEfGCZu/vbXFldZfDWIPlCnq6uLrq7uhBCMDQNn445dDTrc5ZGRinFnDMLCgxpYJgw0N9Pur2d4eFhbt64uVnwE4vFHjmG4zj85//1vzAxMrH5ml2pMHprhLtDd/mNH3yVjr77jrL5fJ7Be87aqQ1R+88kj/z4yahV1tSqdtpuUOq10pmmwZEBVwCr7puh0L5FB52PchUmSzb9vt3NuzqOw+jYGHfHx/EHAps5sJWKw6frZSZLDh1evb82Mk5xAXt9BmG5DZjRWIyLFy8xOzvLyMgwb98zP+3q3izEeejz24xdUTAzM+0KekjJiRMnaWlpeWhdFNJECEElM4QZ6tEC0A2KqEfiFYjH41y+fJmlpaW6Ce8CoNxGUM3BxVGKG04GE4Fnl3+Z93NgWdLpNL29PZiGyYSzzqCTpVsGd3U+mj1g5BMoF8EXwIBNwd2RkRFu37ntmp/295NIJh6Zhdpu3rVYKnL79m0W5hdIJpMcOXoEn9f38KDRJlichKk70H1yp35yzV5Th8cmQ0p6e917tlKuv42azrwebG7mKwwVbDp3OU5USnF3YoLRB3JgyWSCnO1wJ1/hdr7C8YB2FW9o1pZg/IZbRwSEQ2HOnT/H4sIiQ8NDXLt2jbbWNnp7ezdNSR9ku3urQrEwvyHo4dgcOXqE9vb2h9cwKcHjc+utjl6CJwg8aA4mgvrsXZFIhPPnz7O0tEw8Xt+udX1scsBRCn72M9dJ4QlCbPUmn89z69YtVlZWSKVS9Pf3u2vorVvw05/Cs8/uuhiwZncpZ8dQdh7piSGEIN3RQSrVytjYKKMjI0xNTdHX2/e589t7bPdsuFJ2Re1npqeJxmKcOXMG/2fcdYUVxsnPYufuIqNHd+xn1+wd9dq3hJR0dXbS2tpKIV+of+pV768HmtGizY31Mh0eY1dzTEoppqdnGB5+MAfWTFnBSNHmk1yZK2EtztbIlFWZOWcWr/AghCAQCHDm9GmWV1YYujPE+++9T3OLa37q9/k+9/nt1jQBLC8vMzg4SLFYoqe3h86Ozod60YQQePAw58yQlmlMoc9PNF+Mz+fj7PGzLC8vbwo41wu9tx58PhlxyJegPbm7v8xiscTtO5/NgXmZWlS8d9vh8lGx63XMmt1lROVYo0waP0II2lrbaGluYfzuXe7evcv0zAy9PT20tbU98tnPcRx+9r/+GbMj45uv2RWbyVtDzAyN8sIPvkWqr/v+f7NtRkZHmZiYIBQMcuniRcLhh3tpQ5jcJc+Qk+WyUR+TLc3+o14GL+3tbbSkWshmsnUV3gXdk3PQyc7C5NsQatvdGjWlFPPz89y5cwfbtjlyxM2BKUcwfx2m34W+13ZvPprdx1Y2c2oGC7dO1+f1cuLECdIdHQwPDfHRRx+T2DA/3TQl/QzbjV/X1tYYHBwkl1uno7ODnu4ejM8Yv/mFjwU1T4fqwic+HzNrDj739q1aLbs9Hi8nT54kne4gEKi/1ZWuazrYXB91WMtBf9uT31tPyps5sBmisShnzpwhEPAzv6L4cEjxzElF0KfvrUbGXp/EKS0jvU0goKm5mUQyydTkJGNjY8zOztLd1UW6o+PRWojb1ZNwFON3xxkbG8Pn9XLu3Hli8djDg0ovylmmnB3V4ruNTo2m3Q/qd66trdVPePf+Beo73gPsSbVexnb4daZMwpTbTkT+/F/9P8ivrT72PZd+63dIdHY/9JpSitnZWe4MDQFw/PgJUqmWzeunLMlQ0eaT9TJXdTKysXn7bTBNeOAfqmEYdHd309bWxujoKENDQ27BT18fTU1ND92n70xObgrvtgSDvNLTw3Q2y0/Hxqg4Dn928yb/4KmnMKVkZWWFW7duUSgU6O7upqur65GbGEJAMuk6z3/72/CIAl7NwccjBPUyAjMMg/hnH1xqRCGwdDbyQHNzXLGcVfQ+2jDxsfzVn/2PrOcev78++9rv0ZTqeei1UqnM7Tu3mZ+bJ5FIcOTokc1CDgEEvYr37zhcPSb2xN1Fs0ssTsHCpNt0+QChYIizZ8+ytLTE0NAQ7777LqlUir7evs8JsL0zOLrZpNISDfPK2eNML6/w009uU7Ed/uzX7/MP3nwVIWBsdIy7d+8SCAS4eOHiFxdmBCKwOg/TQ1p8t0ExhKiLuP09vkgculocFALXsUxzMLFLMPpj8ISrS0T+u1//C7KFlce+56vnf0RrrOeh1xY2nLUrlQr9AwOk0+nNmCTYAnOfuKLAA1/Z/pw0B4dKbhKUg5D340MhBe3pNC2pFOPj44yNjzM1PU1vTy+p1tRDseu7Hw5uHpQ2J2O8+OxZZuaW+MVbn1Cxbf6P//or/vgPv4lpGmQzWW4N3iKbzdKRTtPT2/uFRh/CClLJ3cWprCPNwCPfoznYeIXArtNYUsotOdZuB4FA+2YdbG5PKOZWFB1NT37vZ6k2dq1UbIaGh5iemiYSjXD51GWCwftrWCyo+HBY8dwpRcivb7BGpUCBFbX8uWIav9/PqVOnWF1dZWhoiA8++JCmpiR9/f0E/A8XU3zyzqebRT6J5gRXXr7M/MwC7/3sPexKhb/+8x/zw7//A6Q0mJi4y+joGB6Ph7Nnz3zhemgJi5yTZdlZ1k7bDYphgBSu03Y9qHeRj+O48zN0D/yBxVGKX2aKmFWe8Vebe11ZWeHW4KCbA+vpoauzczMHFjUEkyXFu9kSHd76F6Zp9g/2+jTKKSIebAYRkGpN0dzczMTE3U3z057ubtrb0whZXeyaX19ncHCQlZUVWltb6evv/8LCDGFFsPOzqNIqwhvbyf8Fmj1CmnUUWhCCZLK+LlfKAUOn/A80UyrPjJMnLrb/i/wP/+O/Ire69tj3vPJ7v0VLT+dDr9m2zejYGBObObALD+XAosJiRGVZVvGq5qU5IBTzMHYdQrGHXvZ6vBw/dpyOdAdDQ0N8/PHHxOIxBvoHPicevtW8q2FIpqemGRoewpAGJ0+dpLm5+dFNAKbHLbC8e0uL7zYo5r3YtU6FTT6vF+poyuaojdhVe3scaN7KlnCUwl+FoXi1sWsmk+HW4KCbA+vooLenZzMHFjQkJeXwTrakxXcbnek7kF+D1r7NlwSCpqYmEskEU1P3zU87uzrp7OzEkPcXnK3uraZhUCgWuH37NosLizQ1NXHkyJEvNqmMNMPiNMxPQGvPTv4f0OwRhhAbhuK148au9c27Osqta9YcYMbH4cMPoW37HaD/4te/ZqVQeOx7fnT+PD2fMax0HIe7d+8yNnYvB3b24RxYezvcuAF37sBRLX7aqCjlUMmOIAz/Q7VKpmXSPzBAe3ua4ZFhbty4zsTkBAP9/USi0YfG2PLZsGEwPz/H7Tt3UI7D0aPHaGtre2R3vRAShEElO4alxXcbkns5zUqdCps8lvU589xaUBvNqaaOXQ8072ZL5BxFdxUFatXGruvr69waHGR1IwfW/0AOzCPcJe9XmRKXQ5Y2nWxgVtUyefJEeLg3Jh6LcenSxQ3z0xHeeftt1/y0uxvTvN8avtWaJtM0KZfL3BkaYnZmlng8xpmzZz9XI3UPP34yrLGqVkmKKgr+NPsew3KP/5WqT/613qYxOu968FnNKT4ZdYhX4YVbbc2wAqamphgeHv5MDswlGYHpJRiaUhzv0ntrI3PbyWAhHxItNQyD3p4e2ttc89PB27eZmJykv7+PRDzx0PPWnXc+3BTejTYnOf3ysyzPzHH9Z29hV2ze/vP/ym/8/T/EME2WlpYYHBykVCrR19dHRzr9SD0JIQR+ZTCoslxU8boLqmr2B5ZZv7yraRjEYtEnv3E76JrhA8/UO5BfgpbT2/9stf2uhcJGDmzx8zkwYYDld/twe152a/s0jUlGrZFzsgTFww93kXCYc+fOs7C4wPDQMNeuXaO1rY3enp7PmZ9uNX5FCEZGRpianCQUCnHx0kXCoUc/VHrxscoqK2qZVrHLqpmaXcEUG3VNQD22sGi0vqYxNgopQMvpHFwKJcUHQ4qwn6rOYKuJXxUwNzfHnTt3UI7i6LGjrjHIxn9PRGB0VnHrruLiEX1zNTKV7F1QIB54iJJS0tHZSaq1lbGxMXdPnJqi9xHmp9vpyVlbXePW4C3y6+t0dnXR3dWNfERwIIRAmAHs7Bgqef4hrQtNA+H11i14dbUQ63s2DLg6oTvEnoQtH+bKzJZtjvp35vKfPYzK5/MMDg6yvLz8sLP2A1hSYAC/XCtxRScjG5dSCUZGIProQyaPx8PRo0dJp9MMDQ3x6aefEo1G6e/v32xqujY1tfn+N48doyMS4URzM1OZDHeWllgrFvl0ZgZfJsP09DTRaJTTp09/oTPLJtEoLCzA7Cx0dj7+vZoDSYslKW5R7d0ul1kYccXC1+ZmN1/Pr60yO3gTgEiqFX80xtrM9GaBhmNXNt+7MDKEJxDEsEyaegceez1HKUAR0U6NB5aK7Yrcek0echquJ+IB1UEFzEzPMDQ0hBCCEydP0NLS8rlaxmQUJhfh9pTiVLe+vxqWlXkoF8Hz+YIbgSCZSJKIJ5ienmZkdIT5+Xk6Ozrp6urabGq6dmds8zNvPn2OjqYEJ7ramFpc5c70HGvrBd65cRuZW6VYLNLT00NnVyfycWqYQrin9ItTX/wezYEmgIFHSEo4WFs4Lq2Uy0zfHgFgZWZu8/Xcyhp3rw8CkGhPEYxFWZqaIbfiNsc7D1TqTt8ewRsMYFoWbUd6H3u9Eg5BYeKty1GuZi+Y/RhWRiH++F91TTy4vxaLRe7cucP8/LzrrH3kCD7fw+JwQoIVdJORvV9yC940jYdSCrswhzAe3YhpmiZ9fX20t7UzMjLMrVs3mZycoL9/YNNd7L0Pb2++/+tffpp0WxPHj3QxPbvE8OgUmew6t+6M47cc7k5MEAwGuXjhIuHI44XIheHHKS6hSmugxXcbkrgpN5tBnsRux64ACkVUV/ocWJRSfDDkIBBYO3Qy/dnYdWF+gdt3brvO2kddZ+3PRqfxMIzOKG6MK64c07Fro5JX65Qp4+fRzSLRaJQLFy4yNz/HyPAw77z9Du3pdnq6uzebmq6/e33z/S9/4yVSHSn6TvQxPzXP3aG75DJZPn3/BmVRIpdzBT16HhD0+CIMYZLh8eJcmoNL0AdeC4pl9/snUamUmZtyn+VWl2Y2X1/PrjA17t6DsUQ7gVCMlcUp1nMrwMP76+zUbby+IIZhkUofeez1imV3fiGtj3pgGSrY3M5XSHl27hnpwdxruVxmeHj4fg7s1KnP5cCEEMRNya8yJV6NeQnp57eGxS7Mg3x0bl0akq7ublo3zE/vDA0xOTVFf18fyaTryr2V2HXwzgQhP4yNjeH1ejl37hyxJxVlGD5UaQWnvILU4rsNiS+29SbQil1mYsm91xYz9x3ds4UVRufdvbUp3E7IF2MhM7XZXGA79/fWicXb+DxBTGnRkXz83gpuE2hA9x8faAadLBUUPrEzShniM3VNy8vLDA4Oujmw3l46Ozo+V/sUwmRc5Rlyslw26iu6pdlHrC5AIQexRxuLhkIhzp47y9Kia3567d1rtKZa6e3t3Wxq2kre9YM7oxjra6yurtLW1kZffx+W+YSEgzcI83c3HDz0812j4bUg6BOs5bZ2NrzrsWsJPDp2PdBMl2w+ypZptnZOherBvdO2bUZGR5mYmCC0kQOLPCIH1mwJ3s2W+Wrc3tG5afaYpVlAPtJxVwpJR7qDVCrF+Ng4Y2NjTE9N09vXSyqVQiC2tLfempghZuIKepgGp06formp+fHz8njBLrvG4lp8tyGJGgIQOEo9UURjL/KuRaVIWfq57kDz1luwtgbd3U9+bxV89r5dW1vj1q1b5HI5Ojs7H50DC4dhdBR+9SstvtvAqHIGVVlHGI9OfPkDG+anK6sMDd3h/fffp6m5mf6+Pnwbwn5bORv+5MYwBgWWFhdpbm5mYOAIHu/jGzuF6ccuLaPsEkKrtDUcQggSYRidefJ7YW/yrh4Tbfp8gFmrOLyVKZM05Y71lT4YuzqOw/iGqL3P6+XcufPEN+o/HyRlSW6ulxkr2vT4tIJRo7Ku8qA+3xcN7vrX2tpKc3MzdycmuDs+zszMLD093bS1tSOl2FJN0+itccJNQe7cGQIUx44fozXV+thcmxQS5cC6ypFEJ78aEW/UFbe1S2BuwU9tt3Ov5XUIndrmD6XZV9wYV6xkoa91Z8YXnznzy62vM3hr8DM5sIf3T6/lntd8MORwrFNoPYkGpaBsllSJAI8++/d6vRw/fpx0R5qhoWE+/uhj4vE4/QP9hIKusN/Qux9uvv/KN75MsqONjhNHWJ6aZXpolPVMlrHrtyhYkrnZWeLxOOfOncP/BaL29whgkFFlMlSIopvCGpFkROzb2LViKwQQ1u1gB5ZK0e0r9UYemfqqCw/15Ch1X9TeMDh16hTNzZ/PgYXbYWkI5j6F1nM7My/N3pNnHVs4GI+oqRMCmpuaSCaSTE1NMjY2xtzsHF3dXXSkOzA2asm3Er9++PZHlGWJcrlMX38/Hen0Y5/ZhHBVWXNOrj7KrJp9R8SQ+IQg7yjCWzDN2u3ca8FRtHsMtFzTweXWhGJuVdH1hDKPWnhwfy0UigzeHmRpccnNgR0ZwPsZLURDCizD1ZE61y8wdkhHSrO3KOVgF+cR5qPzrpZlMTAwQLo9zfDwEDduXN/Uk4hsCIlvJe968/YYXtNmamqKcDjMpUuXCYYer4UoDD9OeQ2ntIbh02fDDUlLC5TLW3pr2ba5vbQEwHQms/n6SqHA9fl5ANrDYWI+H1OZzKYZdOUBcd/bi4sEPR4sKTmSTD7+gveahT5jGF1P9iTj9ul6GVMIzCoOJM++8Z2HHlYAckuLXP/L/wSANxgm0toOuEnIiYkJRkdHH+2s/RmaLclQocJCxdGFtI3KzIxbZNby6CaVewSDQc6ePcvSktus8t5775FKpWjt6GB+fR0AQwjaw/cLsjsjEW4vLrK+vs7/ee0aV+Jxjh7dcBXYyr0eDMLYGExNafHdBqXNY6CUQCn1xHuitJ7jo//wv3/u9eWJMZYn3GLuU195A380xt0P3mXq+kefe+/Nv/6vAPgjUZ7/O48P5tYdRUAKWvXad2CZW4GZJUWiSpOdyy/8FvZn9tfs2gIfvvUfAPD5w8STaQDW83kGbw2y8pCz9qMfKTymwHEUI9OKUztT36vZD6wuAOKxHe5CCNrb22lJtTA+Ps7du3eZnp6mt7eXaDzB/Kr7cG1ISXsitvm5zuY4tyamWV5e5mfvZPnyhZOcOXuGgH+L2R2vHxYmdRNogxLCJCQssqpMcAuhTTG3zi//3X/43OtzYxPMjblOeVff/Aq956PceecDRj68/rn3vvuf/xqAYDTCG//w7zz2egUc+vBpF9oDzPwNUBX4gvOqJ/Lyqe89VCgGsLq+wC9v/XsAAp4wTeE0Simmp6cZHh5GSsnJkxvO2l9w74RaYe0urI5Dor+6uWn2N8peR1Wy8AXiu/fw+X2cOHmSdLqDoaE7fPjhBySbmmhvT7Ow5CZ8DClpS90/C+loa2Z4dIp8vsBf/80vOH+qi77eXjo6OhFbOHwX0gRl45RXMdihKjjNntLqkWy1CXS3Y9eio7CE2Jij5iCymoPxOUU8DHxOAvfJbCd2LRZLDN4eZHHhQWftRzfXGVJgGoo7kw5Xjun7q1HJq3VQ6pFNKvcQAlItLTQlm5icnGB8fJzZmVm6e7pJxhMsLywDIA2D5vb7GfXWzlbGbo+zsrLML3/8C65+6QoXL136Qmftz2Jhsq5yVFQFU+hGqUbD5xG0xASjM4rE430OACgVclz72b/73OuLc2Mszrn76/mn36QrdJ6RwXe4O/zh59778Tv/GYBAMEoq/Q8fe731InS3CHweHbseVO4UKhuFZNXtYVvNvSqlmJ+f5/adOziO88QcWLMpGS5UGCnYnAnq/bURUU4Fp7iMkI+PXTfNT9vTDA0P8cknnxCLxWhPdz4xdi0WivzNT37BmeNpOjs76e7ueaSz9me5d186JS1u36iE27feBFoo5/jxp3/6uddnVkaZWRkF4Pnj32Kg9Tw3J9/mzswHn3vvr2//RwBCvhi/mfxHj72ecu7PUXMwKSmHUZUjXOWz+bO/9Qb2A6Z+AJmFJd75D38JgD8cJJF2z9XK5TJDQ0PMzMwQi8UemwMTQuDHYFjluKTiugm0UVmdh0oJzC8WCBIIkskk8USc6elpRkdGmZufo6uzi6aW1GPzrrenZlldXeWvf/U2L53s4/z588S2WpjoDcD6GuRWIKwFoBsNKQUdTYJ3l7b2/r2IXSMBQezx9d6afcydfIVVW9Fe5fn+duqGl5aWGBwcpFQqbeTAPi9qf4+EKbmVrzBU0OK7DYtSrni89/FiB5Zp0d/fT3t7O8PDw9y8cZOJiQnSnd2P3VvvTM9RKpX4m1+/w+lUjPb2dvr6+jDNrT5LClieffLbNAeSlGUQkJDbQhPobuddARzl1jVrDihKwbVrEI0+2ZnoEXzv1KmHmpwAFtbX+fe3bgEQ9nhIb/RJVCoVRu+J2odCXLp0iXD4MQmPRALefRd++EOwtIBMI+KU11BOEeGJPvZ90ViUixcvMTc3y/DwMG+/8w7pdJqWltbHng0PjUyRyazxNz/5Bc9cOsbp02dINj2h+W4DIb1uE2h5DcPQTaCNSGez4NbE1oxj9iJ2DfogWWU/h2bvGSpUWCg7DPire0baTuy6urrG4OAt1tfX6ezqorur6wuNnSOGYLKkuFOoaPHdBiaj1pBPUM4yDIOe7m7a2toYGRnhzp07TE5OkW5PszS/jBCPrmm6O3SXcqXCr3/2SzqOd9LS0szAwAAez9aE6qUQZFW2pp9Ps38Jt4M3DKXM1sR3dzv36pQgrvslDjS37jp4LTcPsV22UzPsOA7j43cZGx/D5/Nt5MC+OGZJhGB0RpEraOO/RmVZlSgoh4R4/H4XDoU5d/Ysi0uLDA0Nc+3au7S1ttLe2sragps4k4Yk3p7a/Eyys43pOyNkczl++Vc/puep8xw/cZxUS2pLeXwfBsuqxLIqERX67KQRaU0IbOWwlX6J3Y5d80UIeF2BYM3BZGUEMlMQqVKOZqv9rgDZbJbBwUHW1taemAOzAm4t3+ItLb7byOScHEKJxy5vUgo6OjpItbYyNjrK2Ogo01NT9Pb2EglHH9uTMzo4yuLSEm//4m2e+8qzHDl6FL9va83dpjDJsLolLR/NwaPFkkRMSdZWhLdwdLcXek39PlPfeweY4Sk372BuQdz5UWw1flVKMTk5xcjICKZpcvrMaZoeI0CZjMDUomJxFVriVU1Ns89xTU8LX2h6eg9/wM+p06dZXVnhztAQ77//Hs3NzbS1dzyxJ2d9fZ3/88e/4NLpHgYGBmhvb9/aeiUtcMpu3lWL7zYmafe5H6WeWHeSK5f5008//dzroysrjK6sAPCt48c539rK25OTfDDzeUea/3jbFYqO+Xz8oyeJ7+bz4PdD+8415ex6xq2iFGNFe0tOAo8i0tr2uddmbt0XxUqfPY80DNbWMgwO3iKby9HZ0fFoZ+3PEDIEMyWbmZIW321YpqZgfR0CWxPsSyQSxOMbzSqjo9ycmGA5myUajRLyPSykZirF3Nwc+Xye5lSKq1ev4vVuIeN0DyndhWh6+snv1RxIWj0GHgElBd59FjNlbUXYlLRYugH+oLKwqiiUwb+12ofPEUt+/mFjauz+Q0/3wEWQkrGxccbGxvB4PZw7d+6RztqfJeCBiXmlD6samfm7YG1tzzMNk77ePtrb2hkeGebWrVvklSCfz+P3+/F7rM2mJ4WisJ5jcmoSFIS605w7fw6xHZEu30YTaHYFIroJtNGQQpDCywLFvZ7KI3GUoukJ4iOa/c3SIFhb00t7JE2PUNgYmftk8/uj7ZcoForcunXrvrN2Xx/WExpPrABUCpCd1uK7jYpTWkPZRaS5tRswEo1w4cJF5ufnGB4e5qc//SVLi0tEYzGCAf9DDcVey2BhfoFsLks03MmVK1fwPcFZ+1HYpRXtsd2gtHoMgsbWmkB3m5ytCBnaOOYgs7CqWC+yJfHJR7GV2FUYBpOTUwyPDGNI11m7qbnpiVFE0AdTS66be7WJUs3+JquyD7nEPg7DkHR1ddHa1sboyAjDQ0Ncz14nl1snEAjg83sf2l9LlRJTU5PYtkN3oJuLFy9u6wzExCLPOnnWCaM78RqR7TSB7jbFMnS26HXvIDNerGDVcO66ldxrqVzm9u3bLC4u0tTczJGBgSfmwCwpsBHMlm3O6OihIXHKayi7gNji4Ukw5JqfLm+Yn/78F79iYWGBWCxOMPJw7OrzWiwtLrGWyRAKtHPp0iWCWxS130QY2IWF7X1Gc2AItW2vCXQ3KeXACmrx3YPMCiUK2MSq3L8S7Z83rLr76a3N7/sunkVKyezsLHfu3EEpxbFjx2htbX1iHOFHsqbK5LEJ7I3fuman2YLp6T2kkKTb06RaUoyNjzE2PsZHg3fIZDOEgqGH8q4AqlJmamqKcrlMb0sfVy5feaxBzefwBWBt3p2jFt9tSLbTBLrbrBfhRLeoqjlfsz+YKtkIqq8b2krsWrFthgYHmZ2dJR6Pc+7cOfxPyIFJIVAIposVCFdZdKXZ39yrGfJuTb3b7/dz6tQpVldXGRoa4pdvX2Nubo54PE4oHHpo7/R7LJaXl1ldXcXf2sSFr75CNPp4EcLP4fHD/MSWmhg0B4/tNoHuJtr0tAFYXHS/ItXlldofIZ77ydzc5veX2tsxpGRxcZHBwUHK5TL9/f10dHQ8eT+PRGBhAWZnoaOjqvlp9jdOaQ2U2lruVUBLKkVTUzMTkxOMj43x6Y3brK2tEQ5H8PkezrtK4TAzM02xWKKjNcGVK1cxzG0soveaQEurugm0QWmKumvQfuxLWC9AT6s2PT3IzJQdFApzB2NXRymGbt9mcmqKcDjMpUuXCD0hByaEwBCCiaL92PdpDi62sllXOawtnvt7PR6OHztGRzrN0NAQ19665p6HJOLEE7GH864BH6ura6ysrIBH8bUzXyP5pKb2z2BhkVUZHOU8USBYc/DwRiDYAqt3IbDPHp/uHVeHP7+8ag4IxbJidlkR3Jpe2ufYSs2wNAxWV9fc/sR8nq6uLrq7u56YAwv4YHoJFla1+G6jskKZsnCwtpD3EkLQlGwiEU9s6kmM3LjFysoK0UgETyjw8D1lGMzOzpIvFOhJNXH16hU81tZzDIYQKAUrqlzNj6Y5ADRFQYr92ZewXoSwNj090GSmwS6CWeX+upV+V4FgZGSE8fFx/H4/Fy5c2FIOzPLD0u3q5qXZ/yilyLCGtUVDe8s0GRgYIJ1OMzQ8zI0bN7GLNoVCEZ/P+1BPjlKQW88xOTkFQDwS58yZs9tKn1qYFFSBMiU87LOiUk3NWFLQ5TV4P7s/n58cBe3a9PTA4jiKiQVFsIalYyvx63q+wK1bt8hkM6Tb0/T29WI+QQvR74HZFVhYU7TE99dzpaY+bNX09B7RWIxLFy8xOzvLyMgwg3d+wfLSMtFo9HN6Eh7LYG5unvX1HIloN1euXMXr2/qNfi8P5xRXoMp+cM0+p60NfD5X6HaLepy7RiYD4bA7xx1i1zsx5ssOqxWHuFmfREulVGL6uhvMCSlpO3mGO3fuMDE56TprX7z4eGftBzCFwNFNoI3N4qL75zaaR4QQtLe309LSwq9v3GDtvffIZDJ0pVIo5TbLT05OcvPGDUqlEi0tLbS2t29PePceluUKBGsaklZLEjIEGdvBK5/wAByN8fqf/NMtjXvqq29w6qtv1DS3jK244DOxdJPKgWV+1V2P6lVEVimXuDvy0caYknjqCO9ee9d11u7spLunG2OLa6nfC8tZRTYP4X32rKWpA3YFMkvg2d5Jvc/n4+SJk3R0dPCzdz5gdnbWFd9NuwcLhUKBwcFBxkdH8fl8JBNJQuHw9oR3wW1SWVuE3KoW321QmqQXx96awHcwFuX7/+xPtjTu1W9+lavf/GrV86ooBwHEtAPtgaWYgewseGoQ3/0sZbvE0Mw9h1mBt9zEO++884CzdmxL49y71dcm6zc3zf5CVdbdJhW5jWMbAc0tLSSbmnj72kdkcx+SzWUR6TYcxy14nZ2d5ebNG6zn8zQ1NdHe1lGV8C7Sg1Na2f7nNAeCFksSNiSZLTSB7n7s6pD2GkT2WQGSZussrIHtVO8C+lk+G7s2tR/n/fffZ231QWftrSWv/V5YzSmW1rQTaKOyTg6T7RUzeCyLo0ePku7o4O2fvcX8/Dxer5dOn2sVXyqVuHPnDsPDw1iWRao1STQS3fb5jIGBjUNRFQnrJa4hudcE6jjqiUJBgVCMN3/nn21p3AvPfJMLz3yz6nk5jkI8MD/NwaOiFKMFm1Adn48eyr0KiUi08M4777jO2qdP09S09W4rQ8Bd3QTasKhKDuWUEHJ7AlXxRIJL8TjIT8j/5GNyuRyoVuyKjWEaLC4scvPmdbLZLIlEnHS6c/vCu4AwPDjl1W1/TnMw8EYgmILVsSc3gYZ8MX708j/f0rjPH/8Wzx//Vk1zK66BL+rOT3MwWVFlSjh4qE9dU7lUYvQjV2BBSkn65BE+/vhjlpaWaGlpYWBgAI9na2upD4N5VWRZlQlssZFBc8BYnQNze3uraZr09/WTbk/z83c/YHHhOpm1DJ60W3BYqVQYHh7m9uAgUkra29uJJxLbE94FkAYo3LyrpiG51wRarigsc//ErkopHAfaEjp2PagopRgu2AR2MHa1Wtp4+513ADh+/DipVGrLZ3R+CSNFp25z0+wzcmtQLkAwtq2PRaNRLly8gPINUvp0hMnJSVRLE+VyGcuyWFlZ4ebNG6yurRKLxejs7t6+8C6A1+fureXitmuvNPufe02g722hCXQvaobD2vT0YDM15TYbtX7eAKYaSrbNhzMzgCtOfyaZ5Pr165sC5EePHn2iqP0mwSCMj8P0tBbfbVCccmbbovHynvlpayu/fOs9lpaWyaxl6OpMgwLHcRgbG+XWrVsoR9HW2kqiqXl7wrvcr6NXldy2Pqc5ODRFBV4LCiW3zuNx7GbsClAoQ0ezjl0PMuPFStXCu4/isz2v/vZO3nnnHSqVCgP9/aTT6S3HriEpGCpUcJRC7jPhaU3tlChSpox3m+JAoVCIs2fPYeLhnb+4xvTUNLZToVgs4vV6yWSzDA4Osry8TCQSpruze9vCuwAGJmXKlCjiQytUNhpCQOIILNzc2vt3M/dazLi9HNr09OCyuOaKPCar8435HJ+tGU73nGNw8DZTU1NEIhEuX75MMLi15lXLgIrtChj1tOq9tRHJqgooENvomZdSkk6nSaVSfPDLt/hodZVsJkOb0YlSbu/ixMQEN27epFypkEqlSLW0bEt49x4CyGjx3YYlGREEvO4aGHnCsrTbsWuuCCe16emBZm2CrXo6b4kH+12FkKQC/bzzzjsUCgW6u7vp6nqyqP09PGFYnYBy3hXi1TQWFSqUVAljmzJlfr+f06dOsbK6yls/e5uZmRkCgQAdfjd/sJ7PM3hrkLsTdwkE/MTjCYKB4LbvcROTolqnSFGL7zYoPV6TtzKlLb13N3OvBUfhEYKUNj09sKzmYG1dPTHnsB0ejF9B4JgJ3n33XQKBgCtqv0WDVSkFSikWdMlmw6LKOTd23Y7pmYBUa4rm5mZ+fe0DMpkPyGSzdHa0oRxXc2d6eoobN65TLBZobm6htbV9W8K7m0hT9+Q0Mu3trsDt2toTxXdjPh///OWXtzTst44f51vHj9c2t7U1OHUKqtFB2SK73okxU7JZdyBdp4B85sYnVEpFAAKpNB/euOk6a/f1bc1Z+zPoJtAGp1z9QaRpmvT39JCenWV5eZnZuTl+/etfA1AsFonF46R9PqSUWNttULmHYUCxWPUcNfubiCk5FbT4+WqRpn1UsFpRirJSnA1qccCDzOSCwlPHXX1i9CMq5SKO42D4Ely/eZtw6J6z9vYs7e45gS6uafHdhsSugOO4zZZVEAlHuHD+DD++M8ny8jKj42O8c+0d8vk8lmnR29fPZMW9ua0nOPc8EiFdu2OnUtX8NPufduHHh8E6NsHdD2++kFXKxISHVqGbow4qmSkoZSDaVb8xh2c/omwXKRQKmMUoc2Jxw1m7e9tN7qYPlu/Ub26afYay2a7e/D2klHR3d5FOd7C6ssL8/DxvvfUWUggKhQLBcJh0Oo1hSKwq4xIhhN5bGxhTCC6FLP6PpQJtlqybwUetKKXIOooLQWvfzEmzfWaXFfWs07oXuyqlMH1JPrl+C7/Pz/kL54lts8nd74HZZZjXTqANi42NqFI8KxgIcPrsad7/8YcsLy9xd/wub7/9DqVSESEk3V1drE1mEAJMa/txiRDCbSpFi3w0Kj2tgmgQlrP1ayaoBys5t7C3u0WveweV+bLDml0/01O4n3stlUqUgxHGZ2ZIt7fT29uLaW5vjQtJwbBuAm1clLtvVfN8LoQg3ZF2Y9fVVZaWlnjr7bcwDYN8Po/X66c93Y5pmlhV7K0uEhwbpZztFSNpDgRCQMdTMP+Jeyvul1+xUpBfhO5vg6FTrweWZVXadhPe4xj76AblYgmUwtcc5+ObN7AsizNnzmy7yd0SEhvFCiXSusG9MSmXtmUo/iA+n49TJ47TdusuS0tLTExM8tbbb1Eul1GOIt3RwUTZQAhRXd4V3HNrW58NNyqdzYKmqGApo0jtI3OqbN6tO+lO6ZjioJKxFXNlm1C1NZWP4F7sWilXqIQiDN+dIJVK0d/fv2VR+3sEDcFkqULeUfh1o3HjsVnXtP37TyBob02RTqdZW1tjZW2Nt956C6/XSy6XwzBM2tvb8VgevNs8M7l/EQNUBWxdt96onA1avJ0pUVGqrkJutTJfsXk27NWmpweZ6Wl3fbPqcwDx0ewsRdtGKUWrZXHjww8RQnDixAlaWlq2dwYopTu3qam6zE2zD3EqUGXe1ePxcOzoUdLtN1haXmJqaoq3336Lim1TqVRobW2lbaGEEGBtU3j3IZTOuzYqqbhrzjK9qOho3uvZ3CdfUlgmWrjtAFNRipE6m57ei13tio0TDjE4MkoimeTokSP4fNurLw8agtWKYqni7Kt+NE19cFAoFKKKwmEhoKWlifb2djLZDJlMlrfffhu/308ut45j27S1teH1evB4ty8MCG58rFC6rqmBaTkNt/8TVApuj8J+ITsDzSe1+O5BZn5VUSyDr06583s1wwDBWJqPPr2BbdscOXKE9va2bcWuQrir29yKqs/kNPuOCtX/bk3TpP/IALfS7SwvrzAzM81bb72FoxSlUonmZJJKeztCyqpqhsG9B0t6b21Y4iE3Prwx9mTx3d2kXHH/XfS369j1ILN0G6ztyTw8lnv9rrZt43fi3Lo+RDQa5fTp0wSD27uQN+z25GanId5Xvzlq9gfORvRqVHk2HItGuXDxPB/99CNWVpYZHxvj2rVrrK/n8Xo99Pf3k5nKAFX25CAAVyy/2r5czf7mqN/ELwUZ2yFs7JOiYWC2bNPulfR494/GhWZ7pLh7+AAAwc1JREFULK4p1guQDNdvzHvxaz5fwDEizC+s0NPTQ2dX57b7akwDphYdqs3NafY3qoa4UBqS3p4e0uk0KysrzM3N8dZb97UQo9Eo6fY0sgY9CdB6Eg2N3w+XLsF/+S91M36uC7YN+bw7tx1k11fVrO0+rBp1KiCb+PA9bNtmfn6eFdNDIBDgyuXLdHZ2VtXo55Nuo6qmQXFq+93GfD5M06S5uZlEKkWxVCKXy3HhwgWSbW2bglnxahWzhYCK3nAamadCHgwhyDv7JykzX3ZIWQbntPjugWYlC946/gpHB6+xvr7O5OQUhs9tTrl48cK2hXcBPKagYkOusH/ue00dUQpqSEYCxINBgsEg6XQafyjM3Pw84XCYK1evYHrvV27Eq7j/EMKdY43PAJr9SxMeukSAlX3k9qqUIqcqnJBhfEIXOB5Uimtgl8Coo1PZ9bu/ZnFxkZmZGXqSZ7h06RK9vb3bFt4FMP2Qm6/f3DT7DVXT9hqLBDEMSSKZoKkphWM7rGUynDlzluaWVoyN5FIsGqryCkI3qTQ4l0IeglKQsffPM/xSRREzJJdC1RWAa/YHy5n6GseMDl6jUCgwNTWF8iTp6uri8uVL2xbeBdcJFAHrhfrNT7O/UDUuaeFYGL/fR1tbO5FQmMXFRTweL1evXsHn9W86a0fi1WfbVY3xtWb/Eg0KTvdIVnJ7PZOHWc7CyR5JPKwrzA4qGVtRdMBbR+GO8fevsby8wvTUNNG+I1w4f4EjR45sW3gXwCcFOVtR0OFDY6IUtVSoxiJBpBTE4zGamlKYhsHS8jInTpyktS29ec9VHbuKe3ur3l8blfbL4E/C+uJez+Q+pYzb3NDx9F7PRFMLGVWpq2j80LUPKZWKTE9Po2JB2trauHLl8raFdzdRkFdanK1hqbWuKRjA6/XS2tZKJJFgZWUVgCtXrxAIRzdr6arKu4K7/9caYGv2LT6P4EK/IJN38537hYU1twG0LbHXM9FUS9ZRFB2Ft47VyuMfvMvq6hqTU1MEOns4e/YsJ06c2LbwLoBPCIoOZG0dvDYk93KaVT7fxYIBhBBEo1GaU60EgkEWFhfo6+ujvasbj+Xec1XvrYKN/VU/3zUq54IWLZaxr3oTCo7CQPBU2KNNTw8ya2t1fTZ/Z3KScrnM7OwskUyGZDLJ1atXSaVS1d0nUsLKSt3mp9lv1Bi7RoJYHotUKkUsniSTyVKpVLhy+TKhSGxz266+rqm2RlXN/sY0BBeOSIplsPdRT87Cqmtq06ONYw4s67ai4Ch8dTRlufvhu2QyWSanJrHaOjh58iRnTp/etvAuuHnXglL7qp5PUz9qrRcKx8IIAZFwmJbmFhKJBPPzC7S1t9HV0Y13Q3S32pqmDfkinXVtYFJnINbjCqXtF5wKOGXoeWn/GLFqts96wV1D6nX+MDp4jUrFZm5ujvVygHA4zNUrV0mn26u6hmXCSlavbo1KrTtXIBbBNC2am5tpTiTJ5/MUCgUuXbxIMp5AbPSBBePbr1kH99+Go3fXhkUIwbk+iUJtCt7uBxbXoCUmONqhY9eDinLcWrl6GibcmHybXC7H1NQUIdXG0aNHOX/+/LaFd8GdV6Xo9uVqGpF7kWH1a0gkHiYUCtLensbn8TM3N0c8HuPy5SuY0nzofdtHbFQM7591V1Nf+nwGR/0mM6X9c/7vKEXWVjwX9uLVZs8HllzBTbuadTRmG7rxNgsLC8zOzpDuOcflK5fp7u6qqjbZa7q9X5oGpcacfywSxDANkk1JkskWSuUK2VyO8+fPk2xOIeugJ6Hzrg3OM8+AxwO5fdT0Oj8Pzc1w5cqOXmbXj51dWdH6bDYrk3dZm5vdEFfwcfGFlzl75gz+aoVPAYmgtI+KxzV1porG4AfxWxbNAddiyvJ4kNEo0Y2vu6urm+/rqkLgA3CbaLx1VPfS7DuO+016fAYzpf1RLK2UYrni8FTYImLqTORBRSlF2a66R+BzLM6NM3l3iLm5OaLxFF96/U06OzpqTnRW9PN0YyINt5Khhucnv9dDczSMEIJwOEKurGhrbcM0TO4uLG2+r6ulim465bjzM7QAaqMihOCYDIOA8j4RgsxhExAm/bL64m/N3nPPhKle++vMyhjX73xINpulJ32UV5/7OqFQ9feIkO4c98ltr6k7tT2b+/1emhJuXGqYBpY3SDAQIJFMMDF1X7W5M91S1fgKBVpcvKHp9RocD1jM7KMm0LmyzYWQRcqj772DTMWGeuWSF+fGmZkaZWZmhmCkiZdffYPenp6qRO03Ue4cNY2JFJJaxPd8fh/xpjhCQDAYpFKwSbWmsCyLmbszm+9r7Wyrfo7ahbahOd0r8Ziwvk8MqtaLriD62V593x1kbKVwUNSrzmdl8i5D1z9lbW2V1t4+Xvra14lGI1WPJ4Tbgl/RudfGpMa99cHYVRoSyxvG7/PR3NzMxHTtsStKbeQ19DrXqIRaof0K5Gb3eib3yUxB80lIDOz1TDS1UEHVbeWYH59k9u4k01PT+ONRXv6NL3NkYADTqK12xdZNAo2LYdYn74rA7w9Qlq6Ykc/rqz3vCoBw88OahuVktyTkh7X1vZ6JS2mjGfVcv9TigAcYN3YFo451w6M3b7C8vExLVzcvf/0bJBLVqzNL4TZE7aPeZ009MQxAVC1wf29vBRBCYoWj+H1+WlItTCwsb76v6r1VqY26pjo6F2r2FWFD8nTYYqni7Btx+5mSTbfX4KRf33cHmnL9jOrHV1eZWFlhamqKsJR8+epVTpw4gWVZ1Q8qJRSLdZujZp8hDOp1Nuz1eXGERVMyiT8QqEtdE4DQdU0NzfFOQTwsWM7s9UxcbEdRLMOFAVnX5nzN7lJR4Kj6ZZVWJu9yd3CQxcUFku0dvPz1b9DS0lL1+YbEnZ+OXRsTiUAgqhYIulfTBG7Xts/04/f7aU2lmJ28n0irtqbJlVYSyDqd7Wj2H4YHel6GUnb/9CZkZyDUBm0X93ommlqwnfrZJS/OjbO8NMPU1CTCCPDUs69y+vTpTYHxapACypU6TVCz76g1J+H1+4k0uee+HsuDXxjEYzHC4TCLd++rlTd1pqsaXwGWrmlqaI50CFJxwcI+ESFVSpEtwIUBgc+jn+sOKvd6SetVtjG7Os7Y1G3m5+dJRtr4ykvfpL29OlF7AIQ7P0fvrw2J2IheaxG3vRe/SikIh8MUsyVa29owDFlzT45CbUTXen9tVKQQPBvxUkFR3ifGbEsVh7gpuRCqIaem2XPqGbsCLMyOcfPGB6yvr9Pde4wXXvkagVq0EKXud21ohKxJivPBvKtpmZge16woGovVKe+qEOi8a0Nz/DgcPQqTk3s9k/vMz7uiwDXUhG6F3X9qrONuc/fD9xBSkEwkefYb36K1tUpnbc3hoYaHkXtcbm/f/P5vpqYYWlvjr0dGGFp2C2kjXi9Hk8nqBi+XoQYBLs3+x5KC5yNeCo7rirzXzFccoobkSrj6JJNm/1CvHXD09jWCwSDNzc0898qb+Hy1i4Lr3bmBMUwwLbBrK+a+PNDtfiPgl8OT3Jqc5a8/vMHQhshCJODjaDq1/YHtijtHS4vbNzJdIkBKeJln7wv2lVIsqRI9IkgCvb9q7nNr6hqJRIJ0Os3TJ1/Xsavm8UgTUDU13108d2Tz+7/55SeM3p3jx7/4gJGxaQDCoQBH+qor9EHZCEPvrY2MEIJnN+LErL33lbTLFQefFDylY9cDTz1PQkZvX8Pv99PU1MQLX/oWwQ3DLI3mi7AwcWp02jx56eTm95/86hPGB8d562/eZmJ4AoBgOET30a5tj+soBwEYOhnZ0HQ1Q2+bYGaZPRdZUEoxswQ9rYKu6vuWNfuAet9Jdz98j1gsRnt7O+deea02UXtN4yMtEBLlVF/N9VDs+vMPGZ9c5G9+8X79Ylfp1WcwDU7Xc2D6Ib/05PfuNKUsoKDnpfoZemkOPkPXPsTr8ZBsauKVb79BJFy9qL3mkOAL1i/vCvz89ji3p+frk3dVClBg6TO6RqY5Bsc7JfOrrhjpXjOzJEg3CQba9eZ6kNmJ2DUaidDe1saFV7+MUScz5r2/4zU7guV164bs6rt8H9xb/+v7NxlbXOWvP7xZ+94K7r5vmmDq/bWRuRL2EDMkc/vA+LTgKNYdxQsRL1a9HDM1e0Mdn9XemZzEsiySySTffeaZmkTtNYcDYXhrVmV78Gz4F+/cZGhspn51TUK459eahiUSEJztEyznXOHbvWZ2GVpiguOdem/V3Ofuh+8RCodoTbVy6ctfq03U/gH2/o7X7AQGBhJRU13TgzVNv/yvv2JmbJZrP7lWc00TgIODROq6pgYnfcU1P129u9czcY9L1heh50Xw6FbrA0090wyjt69hSEkymeSl179Lc3OT7lfVPJZ6CNv2Xzq3+f2tn7zF3NAYH//NL5gZHgMgEA7RfrSvqrEdpfBqccCGxmsJLg4I1otQ3gcuGgurEAu6Zqyag0u9U/g3J98hFArR0tLCly5/E69X9wpqvhg3dpV168kRQvDJrz9l9NZofXpycJBCYmhjtobmTMCky2MwXtp7JVJHKWbLDpdDHpotfd9p7jN2512SG3oSZy9/qS6x6z4o49PsEEKaoOqnJ/HTX33CyPhsffUkTF/Vc9McAAwDXnnF1b1cX9/r2bjCu+EwPPvsjl9q16NjU0A9Un2l9RxzgzcBiMTjdJ69UPOYAA4Kj+6EalxaW91/8DW4vV9Jp+mLu26gS8Uifzk1xU/H3INSU0q+dfw4ZrXNyI4DnZ1Vz01zMHg27OFs0GKkYO+pyELRUcyXHV6Leenymns2D03tCCGwDNfJulaKhRzT4zeQUhKNJejsPffkD20BBZj6TL4xkRKS7VCs7SH6ytEe+lqbEAhW14v8+dsf89NPbgNgGpJvPX0Bs5qGqeI6eP0QqVIYX3MgsITkKZnEQJBRtTUk18oiJWLC4oqR0MIeBxy58XhUj8e1fCnH2Px1/H4/fm+Q/tba91fluHMUen9tSKQngpAWOKWqx7h07ig9Xa7L5/Jyhh//6jq/eOsTAEzD4BtfeQbTrDKp41QwfE1Vz01zMLgYsrga8jBWtPdUZKGiFJMlm+cjXk74dex60Kl37CqEIBZP1i12BffoUNOYhAhTUbUVWJy+coqO3g4AsitZfvYff8Z7P3sPAMM0+dI3X8Y0t79WVahgYOIXtZvHafYvUgpePW8Q9MPi2t7OZTEDQR+8dsFAaoGFA40pBBKBXYf99V7u1efz4g+GaDt5puYxlXKT0aY+I2lIpBVGSC/Kqd4Q68HYdXE5w0/fusHPf12f2FXZJaSvueq5aQ4Gzaeg90tuE6hTvZZWzSgHloeh4xlIP7V389DUBxNRY4uASyG3zt0bgyAE8WSC3vOn6jAqG8Ydem9tWBKtUIOwPdzPuwIs5wr8p/du1ifvWim5woARfTbcyAgheOmcpCkimF3e27ms5hRSKl69IPFaet07yLixK9h1rBv2eD0EwuH6xK6AFKBvswYlnHDrhmqoa3pwb13M5Pibm2P8/NM7QI17K0Bh3d3/DZ0Da2Q6vSavx7wsVhyKeygQqJRipFDhbNDi2YgWfD7weOrzO8yVSlyfd8XEk9EoF9vb6zIujlO3OWr2H9KKArWZTT54NryykuMvf/JBXeqa1IYosLTCVc9NczB49pSko0kwtbi3D/K5gqJUEbx8ThIO6KDiIGMKNzasx9nwvdjVsixC0aiOXTVPxIMXj/BSofo+iAdrmlYWlnn/J+/zwS8/AmqraQKoUMYrfFjo57tGJtAEx7/tGo6Wcns7l+UhaDoO/V/d23loasc0qEtW817NMEA0lqBnoE56EgosfSzXsMSEhRC1mU0OXDlHqtcV/1tfXuX6X/2c6z97CwDDNLj6za9gVLG/KqVAQEzqvbXRuXxM0tcmmFio7RylVoolxVoenj8jaY7qoOIgY1huL2mNZSXA/X5XwzCIhuN16XdFbfhi6f21ITGEQUAEa4pd4X78KoQgu5Llx3/+4zr15JSxsPChBQIbmaAh+UbCj1KwWtlb49Pxok3aY/C1uBYuP+gYsj6xK9yPXwOBAF5foC49rzp2bWykFQFhgKq+EeLBvOvSSpYf/+LT+ulJKAfpiVc9N80B4dln4epVGBraW7Xvchmmp+HLX4YjR578/hrZdZmekCEQCOwa/ydPfPQBzkZU2HbyNGadinMKDjRZWr2oYWlvd5WtM5mqh5BC8MMzZ3i1t5eEz4chBH7T5Fgyyd++cGFTmHfblMtgmtDWVvXcNAcDrxR8J+knagpmynsT0CmlGClWOBWweD2uDxAagWgQinXQmxy7897m/trZexbTqn1/LVUUpoSAVx/KNyzJ9ppP66WU/PDlp3j13HFiAR+GFPg9FsfSKf72l5+nr61KkYTCOkSbwRuoaX6a/U+3CHBGRFmmXHOsUS0FZVPE4YqRICF0Avyg442A4QG7ev2YTQan38XZEHrrbz2HZdR+f1QKbpGbpjGRVgQMX00CRlJKvv+tl3n5ufMk4mGkEPi8Xo70dfB7P/gKvd3VxZ73Cj6EFal6bpqDgSEE30r6aLUM7u6hG+hYwabPZ/CNhE8L2zcAsZCgVKn997gTsaujFApXjFLTmARkEERtxYtSSr7221/lqS9dJRwLIw0Dr99Hz9Eevv0H36Sjr6Oqcd0mFS9eXejT8HS2CJ4/LVnNQam8N7FrqaxYycJzpyWdLXpvPeiEDIFXQrEOZyE7kXstOIqgIfDp1GtDIswgwgrWdHjyYOyaTEQwpMTn9dQcu7ooDK8u9Gl0hIAT34HkUVga2rt5rI5DuB1OfR+kNvQ48ISEWZc8w/B7H+HYbj1Az9mTWHWqa1ICfELfaA1LtMld3Jzqa0kezLvGQ36kqGPe1RuAqDY9bXSao4KXz0sKJVgv7k3sWrEV86tw5ZjkaIeOXQ86ISnwSkGxDmVyOxW7eoUgKHXw2pBYXoinahLffXBvTUaCGFLgs8za91aAShmaqjtX1hwsXov7OBWwGC5W9kxkYabsEDEk30n68WpTtoNPOOzGDjXy7vT0Zgx8rrUVT72cSh0HYrH6jKXZd0hPBIRZUxPog2fD8VgIKQU+X+11TdhFhPRuCgRrGpdIQPClCxJQrK3vzd7qOIrpJTjbB+f69d560AkYAp8UFOpglrCTsWvI0PdaIyKEIEyECtXXaT5Y0xRviiMNieW1aq5pAqioChEiun7zEND7CnQ87Yrf7pXGwvqC28Nx+gfg1X4KB56AzxWQr/UsZCdqhgHKFYgG9drWqMSEBy8GhRrsFaSUvPDb3+LMl54jFI8ipMTj95E+2serf/ADUn3dVY1bRmEpSVwL2zc8Po/g9YsGfi8sZ/dmDkopJhbheKfgqeM6F3bQERL8CbevtFZ2qt/V9Ll9uZrGJCzCVFTtehL34tdQNFi3npwyFYIiiKHr6hqeyyGL5yIeJor2nulJZGyHkoJvJv00WfqeO+gEfG7atWLXfj/tiF5TGWLBmofR7FOkFUUYPlSdenISsXDd8q5KOSAE0qPzrg2PZcH3vw/NzTAxsXfzuHMHTpyAN9+sSz3Mk9h1XfOUxyBgwLqjCFeZ8HMch8mP39/8e8e5S/WaHo6CTq9+sGlYEgn3a37e/bNKTCl5obubbiEYHx/n+eefr31umYxbCFcvx3jNvqbHZ/K1mJf/bSFPyBCEjd09sJwsOYSl5NtJP35dRNsQdDQLbo7XFsw5jsPY7Xc3/95z9HKt0wIgX3QDzib9PN24PNgEWkMzkmkYvHD6KHJtno50B93d1SUgH6Jc0E0qhwQhBJeMOJN2nmmnQJrdFeirKIc5VeSYDHNC6OxQIxBuA0/IdW83a9BAc5TD4NT9/fV4+5U6zA4qeUjsvGGPZo8Q0sLwxqmsT4FV/TimafDcU6c50tPMjRs3eOHFF5G1Ng47JYT06MPSQ0LKY/Bm0se/nl1nqeKQMHc3dp0r20gB30r4ie7ytTU7QyoucJRDLX6gOxW7Forg90BTRJ+TNCoBAkglcYSDQfU5ANM0ufj8RRyfIhKNcLQOLoplKsRJIoVe6w4DT5+QDE0pBicUva0KYxfPZx1HMT4PR9KCZ07q+60RaLEkYUOStRXhGtKbO5V7zTqKCz4LqZvwGhIhBIa3iXJhsaZx7sWup46m+fDDD3nqqafx+WsTpFeODUJq45hDgi8Kp74Hv/4XkJ2BUOvuXj+/5DYOnPt990xRc/CJCw9iw7ij2jyD4zgMvfvx5t/7L5+ry9zKysFQQjfhNTLRJvD4oZQHX/UV0/fyrlGngDQkp0+drn1uxXVo7tCmp4eE8/2CO5OC9++4sau5i8IuSrmxa2ez4KWzUot6NABhQ9BkSSZLNkmqP4/YsdjVVgz4TQJawKhxae6AuzdrGuLe3nqxL807bwe4cPEC0UiN+VLluOmSiHbdPQz4peDbST8TUzaTJYeOXe5VyNgOKxWH7zX56fXtevuIZidob3drNSsVMKv7nTpK8e7U1Obfr9Srh8Fxm/B0T0Tj4jaBelF2ESGrL2y6dzbcFLNYz+W4cPFizXNTThFh+hFWqOaxNPufk12CS0ckv/jUwWspvNbuxq4TC4KWGLx2wdjVnK9mZzCFoNtr8G62XNM4Oxm7xkxBUtfQNSxBGULVKPBxr6bpzNNn+cXPf8GpUydpbq7BMGYDJTZMzzUNjzTh9PdhedgV4I3374rGwSbldchMwfFvQ+rs7l1Xs3M0RQReC4pl8FWZ3typmmFwhYFbYvo5rlGJYuHHoIBNoIaaYcM0Ofn8U/jTLczOzvL000/XPLcCNj4hiYkamoU0B4aeVrde96/ec/B7FH7v7q4700sQDcDrlwwsU695jUDyKCzcqG2Mnep3LWbAE4aQrqFrWPwiUHNdHbjx66UXLpJTOfr6++hIp2uem6NswlLXDB8GhBC8mfAzVKgwVLA54jN2tbao6CjGCzYvxbxcDennuUagKSIIeF1dpHANpZE7Fb+WbUg36XPhhsXwIq0wdmkJqD6/eS/v2tsR587QEC+++GLtc9s0PdX766Ggqwu+/W34n/4nWFnZfbPlyUnw++EHP4DQ7uT6d31lbbEkkY0m0GpZGL5DIbMGQKKzm1CyPoWHFaWQAlq1q0DjIgScOQNra3UZTkqJ41TvevYQ8/PQ3Q3xeH3G0+x7vhTz8VLUy3jRIWvX6T7aAjMlm5JSfLfJz1G/LqJtFJqiAkRtTqCzk4Pk1931sSnVQzhae5EFwHoBYkFByF+X4TT7kUQb+MOQW6nLcFLIDUGuGrEr7t7fpIu4DwsBYfKy0UJMWExTqNkdeavYSjGlCnRIPy8YTRi6AbQh8IRdoY5iprZxJhYHyRVXAWiN9RIL1qGIUQEKwnp5a2ikLwVOuS5rmdgQ8lNO7WM5lRzCE9aHpYeIZ8MevhL3MluyWa3sXuy6WHZYqSi+kfBxPqgTkY1CcxRkjU6gOxa7FiHgEyT18tawBEQQr/BSpA5W74CUAlWHs2GlFAqHiC70OTR4LcEbTxukmwRjs64g7m7gOIrRWUg3Cb7xtLGrzaeaneNeE2gteVfYudyrrdh1IRHN7mL4mgHlulrXyGbsWoexVCWLNIMYHp13PSy0XYSTvwmFFcjN7951CytuA+iRr0N3HWrUNPuDuLDwIClR/Xo0PTjM+pp7uJzq6STanKzL3NwmPEM34TUy4YQrwJtdqctwQoq6nAujlCsI3Npb+1iaA4FpCL521WCgXTA6W9t53nZQSjE2J0iGBW8+YxDy69i1ERBCMOAzWa9xPdqp2DXvQL+OXRub5D2BylLNQ8k65l3JrYE/BIlddhDR7BlH/Ca/2eSnrBTTJXvXrpuzHcaLNi9FvbwWq83wSLOPaGuDcBgy1Rc2DS4uslosAtAbi9EcrJOgWi4HwaAW321kDC+GLwmV9boMJ4XAqVOtp6rkMfytm+fNmsZGCMGrFyWnugXjc1Cq7F7sOrkAfq/ijaclCW3y3DD0+EwqNa5HOxW7Zh1Fn8/UpqcNTIgQBpKyqk0AGti8T+qxv5ZVGQODYA3CD5qDRaQDzv8IDA+sjG70LewClQIs3YbO5+Dkd3dX9FezcyQjEPC69bnVslM1w6WKwjSgOapvtkbFEIJO4WddVeoynpCybrFrhgop4cMndG7isPD8acmFAcHEAhRKu7S5ArPL7rW+dtWgPanXu0Yhknaf0WpZknai3xWglIFoB1haT6JhCYkQFh5K1J53hfr15NjKRghJUOjY9bCQsCS/0xwgbkqGC/au6UmUHMXtfIWzQYvfTPr1WV2DEA1CJChqil1hZ+JXx1EIIFmjN7Rm/yKEwAi0gV2sm56EchzXcahGnEoO6Ylq09PDxKuvwle+Anfv1k2fc0vMzLh1Jj/4AZw+vWuX3XXVRVMIenwGb2fKVGtY0jJwlNf/5J/WdV7guoAGpSDl0YUWDc3Vq/AXf+H+A4/UJmgghKjPQ3ilAqUSvPiizgwdIjxS8NvNASoKfrZWpNMDkR10IVZKMVVyKCrFbyb9vBip0i5Ssy9pjgp8FhRK4PdWN0Zb53He/J1/Vt+JAfkSdLaIXXUM0uwyoRh0n4Ibv3IbQmtESlmfJpW1BYi2QPpI7WNpDgytwserRgt/Zc8ypQq04dvRw8uKcphSBdLSz2tGirBueG8YhIDEEZi/Xts4XU3H+dHL/7wuc7pHJQ+mX4vvNjpWqIvy8ieoyjrCqq3BScqNQlrHwajBtVspBXYBK3EeIbWRx2FBCsG3k35KDvzlagFbuQnKnWSubLNSUbyR8PG1uE/HEg1EMiII+FyTlkiVS9tOxa65IpxIucIimsbEFCYtMsWoPYKfQM1rixD1KaQtUMCLj4SojxiX5mDQEhN89wWDf/dTm5FZRXeL2tH1x94Q3m1LCL7zvEFLXK91jUSPz+TXmdqKGHci91pWConSpqcNjhHsQFphVDmD8NRW1SWlG2fUKkqulEJVcm7sampBmcOCEHDsG+CU4Pr/D5TtGmvtJOuLkJ2Gga/B6R+A1MtdwxDDgw+DPDbeKs/S0scH+P4/+5M6zwwKOCSEh0ANZ3yafY40YOAC/OLPwXFcocBahpOSSrkODaX5DPiC0H2i9rE0B4ZoUPCdFwz+7U9sRjdiV8vcuXjScRRj8xAPwrefl3S26Ni1kWjzGCjl1lpWey63E7Grs+F62urRea+Gpq0f4q2wuuAK8daAeCDvWjOZJThy0RXe1xwaXoh4KDmKf7uYZ6Jok/bIHc2FZjaEd5+PePlBcwCP1Ptrw5BMQiIBCwsQr86A6nhTE//85ZfrOy+436ORStV/bM2+QAiBGe6jkr2Lcio11xC5NcN1MGWziyBMzFBPzWNpDg5Bn+BbzxvYyubmuKKrWeH17Nx+p5RiYkHgtRRvPmtwtEP3HzYSKUsiENhKYeyj2FUpha0Undo4pqEJiwhhEWVNrWBRr7xr7fvrOuvERZywCNc8lubgkL4CdhHe/3/B8jDE+3a25bmUg6U70PE0XPpvwArs3LU0u4vPI0jFBcPTikSVy8hO1QyvF1xh4GRtEgOafc6ADHPdWaOobLw1Ct1KIeqyt1Y2TMmPSb23Hia8luAbTxtUbJuPhhXtCUXAt7Ox68ySq7f1G08ZnOvXsWsjEW53jRLsIlRbHrkT/a4A5TzEB+o+rGYf4SdAXMSZc+bwiioFTR5A1kncPs86IREiKmI1j6U5OBwPWPx+S4B/PbfOnYJNv8/YUT2JoqO4U6hwKmjxo1SA6A5qQ2l2FykFHU2Ca0u1rUc7Eb/mS+DzQLM2AWxozGAX5eXrKLuAMGtzMdg8G1bOpsF4NSjlgFPGigxo09PDhGnC7/4ulMvwl38JHR1V16NsmclJV3j3+993hX93UU9iT+7sk36LilI1u4HWm/myQ5/PoEk/4DQ2R47A8eMwNVXzUFJKt4Gz1nt5ZsZ1oL94seY5aQ4WPin43ZYAr0W9TJfdItd6ud89SMlRDBYqKOCHzQFei3m1eFGD0RKDlrhgMbPXM3mYUkUhBPSk9P3W8PSeBtOCYr7moYSsQzJSKbcJtP88eLTAwmGjQwb4itFKQnqYUHnyyt6R66ypMlMU6Nq4XlxoYftGo+k4CAmVGt3K6k12xnWVj3bu9Uw0O4n0RDFDHahy7Q94Dx6W1oKq5BBmEDPUVfOcNAcLUwi+3+znjbiPJdthuFDB3oHYtaJc9891W/GdpI9vJnZWRF+z+8RC0NUiWMrur9+r7SgqNgyk9blwo5OUzVjCqovTtqxH7AoUVYEm0YxX6Nj1sNGeFHz/ZYPOZsHILKyt70zOLLOuGJ6BzmbB914ySDftrzVYUzv9PhOfFGTtOoi+1JH5skOzZdDj002gjYw0/ZjhPlQlV3O+VNZLwMguIKQXM9Rd2ziaA4eQcOK7cPqHUF6HhZtgl+t/Hcd2mz/zi3D823D+98HQnmwNhUdIukWArKqDYGkdUUqRVzY9onYzEc0+p+sEhKKQXa55KClkzefCAKwtQnrAFS7UHCqSEcH3XjY4khaMzcFydmdi11zBjV1booLfesmgr02f0zUa/T6TiCFYruyvmuGliiJmSvr9OnZtaCyPK25fyEGN+2K98q6Uiq7oft/Z2sbRHDiEELwa8/I7zQEEcKtQoVgPk/rP4CjFeNFmquTwpaiX32sJ4NfCu42FlHD5MqysuLWS+4mlJbcnwtIHJo2MGehAemN1qWsSUtYl7+qU1zD8zRh+Lfx82IgEBL/1osGZXsHEAiys1qHH6xEUSoqhaQj54bsvGJzq1rFro9HvM0lakvny/sq7ZmxFQAr6fNo4ppERQpCSrTiommNOIQRCULO4vaMcFIoW2arzEoeQrufh8n8LniDMf+oKqdUbpWBt0hX47XkJrvwxeLUQasNxtENSLNduxFxvlrPQ0yoI1aZpo9nnpIWflPSxTO3FI/UyjlmhTFJ46BbBmsfSHCz8XsF3nje4fFQyswyzyzsTu5bKipEZVzPpm8+619M0FrEeiLS7/aX7iXLeraFrOrbXM9HsJEIImmUKIQR2Hfr2haj9bFgpRZkKLaIVo0axfc3B40zQ4u+kAjRZkhv5Crkd6KdQSjFXtrlTsLkQtPi7qSBNlr7XGo2+NoFSULH3V+y6uAZtSUGyNq8uzT5HehMYgTYor9U+1kZdiKrxHEaVs0grhBHUYiaHDo8H/vAP4Y03YHYWhoehHib1n6Vchhs33D9/7/fgzTd3VXgX9kh891zQImUZ+yoZWXYUNvBMxKtFPRodKeHFF8G2oVCocag6OIE6DiwuwgsvQFg7lR1GfFLwOy0B/qAlQFAKbuQrdWuSV0oxX7a5XbA54jf5e+1BXopq4d1GxDQEFwckhdL+SkYurkEqLjjSoe+5hifVDc1dsDJX81CuU1mN62B2BfwR6D5Z83w0B5M26ecbRjunZIRlSsypQt0E7ivKYVLlKWBzVST4utFGVOhmgUYkdRai3ZCp3bejbigHSlnoedl1KdU0NmaoF4RE2bUpQN9zFaul2EcphSqvYQa7kJaOXQ8jphB8J+nfSBBKbuYrrFXqd7a3VHG4la/Q6TX4b9tC/EZcC+82IkIIzve7zsTlfSSysJyBeEhwolPfc41OkCBxkSCv8nUQCKy9kLakShjCpEk21zSO5uCSigt+9zWD505JVnNwd94VBK8HtqO4Ow/LOXjupORvvWbQmtDrXCMy4DM44jOZKe2fvKtSiuWKwzMRD2FDF283OmaoGyF9KHu9pnHu5V1VjWfDTnkVI9CK9CZrGkdzMBESjn0Dnv7vIdYLC9dhfbF+4xdWYf4TCDbD1b8HZ34bpO51b0iOyDAGguIOmftVQ5YKAWEwIPXZXMMTjELPaVd8tw6xa80CRqWCW9DYd27XCxs1+4NEWPDbXzL40nlJvggjM9TtbM9xFFOLivlVwcUjbozcrc2dG5J2j+RM0GKusn/2VnCNYy4ELVp0Y1Tj03USQjHI1CZuL0UdaoYBVmahKQ1tfbWNozmQCCF4Merl77WHOOa3uFOwmSvbdRNayNkON/IVAlLwo5YAf6slgE8L7zYmTz0F0agrwLtfyGTA74dnntnrmWh2GGF4MEN9KDtf85muWzNcYwOoUwGnghUe2KyT0hwuQn7XzOWrVyW2cmPXUrk+e6tSitllxdQinO4R/N7rBsc69X3WiERNyZWQxWLF2RERrGqZKTscD1j0enXs2ugkRBI/fvLUlneF+pwNr7NOgAAJkah5PpqDSfoqPPd/hfbLrjnp2mT9vD/KeVfUF+D8H2wI7+oUWENyoksQC8JKbq9nch/3OVFwrk/qPusGxxCCEzJCGYdKreL2UtS8t9pKsY7NMRHGo2PXQ4nPI/jWc5JvPmtgmoKhadfopR4opVhYVYzPw0Ba8LdeNTnXr++zRsT0QddLUFzbX75smSmI90Hzqb2eiWaniYk4IRFindof8OrRk1MgjxcvSdlU83w0B5MTAYt/2B7imbCHiZLDeNGum55E0VEbZqrw3aSP/0triISl99dG5GiHoCkqWKxd+7Ru2I6ibMPFAYmh8/0NjRACK+LWDym7VNNY9dBCdPUkshihHqQZqGk+mgOKx+MK4v7xH0MsBp984taC1Iv5eVd4d2AA/vE/hq98ZU/q0/dkR4+YkqfCFkv7KBk5V3ZotSRnAroz6lBw5QqcPQtDQzWdKtRFfHd0FLq64JVXqh9Dc+AxhOCFqJc/SYd4NuxhuuRwK19mucp10laKmZLNjbwbyH0n6eMftoU55tfCgI3M8S5BLOQ6b+4HlFLkCnBhQOK1dDDX8EgDTj/vitznajtVkLU6ldkVyCzA0UsQ0wJGh5mosHjNSPG6kSKAyQR55lWRcpUJ84KymVEFpinQKnx83WjnWSOJT7vhNSym1xW5LWVc0dv9QG4eAk1uEZum8TEC7ZihbpziYk3nJ/dj1+rHUOVVhBnEimkL2sOMFIIrYQ//uD3MK1Ev8xWHG+tlFsvVxa7OhmHMjXVXyPc34j7++/YQ54KWLmZsYI6kBS2x/ZOMVEqxkoMzvYJwQN93jY4QgrTswBIWBWozZhM1NqkopcipHM2imYjQFrSHmXBA8I2nJd9/2aAp6jaCTi4oilUW1BbLiskFxegMNEXh+y8bfOMZSUSvcQ2LFIJnIx7KSlHZJ3nXVVsRNgSXQjoncRiQ3iRmpA9VWq1JZEHUQcDIKWcR0oMVO6VjikOMENB2AV74J3D821BchbmPITtb3RmfUrC+AHOfQG4O+r8CL/zfoPNZV+xX05ikhZ+U9LFMea+nssmqqtAjgsTR++uh4PhVCCdcYb4aEFKgajH4UAoWJ6HzOHQcrWkumoNNwCt4/ZLkd1416GqB8XkYn1Pki9XdX6WKYnpRMTzjCiR99wXJd18wSET0M1yjIoTg6bAHiaCwT0zF122FJeCpsHY8PRREEnDsqituX6n+GW/TOKaW+zifAZRbZ2XomvXDzFG/yT9oC/HdpI+SA9fzFWZKNnYVZ3z3zLBu5ctMlhyeDnv4k3SIF6NeTH1G0rh0d8OZMzA9vdczuc/UFBw/Dkd1/HAYsKIDSG8Sp1ib+5UUtQkYKaVwigsYgTbMUHdNc9EcbLyW4KWzBr/3uslAWjCxCGNzkCtU9+xWsV3R3TtTYJqCN581+MErBqm43lsbmcthDwEpyO6T2LXkKBwFz4Y9Ovd1CLCERdropEyFiqrUNJYQtYnbV1SZChXSRiem0HmJw0y8F575E7jwh24edu5jWJsAp4pbVKkNs9MbsDICbZfghX8Kx94AQx/RNSyxkOBkj9w3/a4AC2vQloSBdr23HgYGRIi08DOrijWNI6V0BYhq2F/nKJISPk7ISE1z0RxsTEPw1AnJj75scLpHMLMsGJmBzHp195ftKOZXFEPT4Cj42lU3p9vZote4RqbjKvgTbk3bfsCxoZxz+3ANHT40PIYw6JBdKKCkahUIrO1s2FY2RYq0yzQ+4atpLpqDTZvH4L9pDfKjlgBBKbiRr3C3aFOq8owvazsM5SsMFyoc85v8/fYg30z6CRh6f21U/F7BhQHB2jr7RgtxKQPJsOB4p77vDgNGoAMjkK5ZT2KzJ6eGvh5VWkZ6oniiWk/iUGMY8OKL8D/8D/ClL7l1KZ9+CouL1el12jbMzMDHH0MuB7/1W/BP/olb87JH+a89q9q7FPLwN6slFisOTdbeilWVlWLFdvhyzE/Q0N1RhwKfD37wA1f4dmYG2tqqGuZe4rrqTWttDUol+M3fhJaW6sbQNBStG0HdU7kyb2VKfLJeYapkEzIEISkJGQKP4HNFE0op8g5kHYe1iqKkFM2WwW/EfVwNe+j16SLtw0A0KDjbJ/nphw7xkELusXvJwhrEgnCyWwdzh4bOY3DsCnz8M/AFqm4QqbkJdGECUr1w5oU9e8jW7B+kEBwXEdLCz20ny02VYU4VUY4iIEx8GPiQyEfcK7ZSFLApYLOubEwErdLPCRmmX4S06O4hIX0Fbv17130z0rG3c1EO5Gbg6DdcAV5N4yOExJu8gFNYQJWWEd5EVePcey6sNhmpnBKqksfb8jSGN1nVGJrGImFJfr8lwNWwh7czJd7Plvk0bxOSgpDhxq7eL4hdCxuxa8ZW5B1F0pS8FvNyJWxx1GfqJoFDgM/jJiP/89uKiq0w9zjxvJqDoA9O9+pz4cNCREZJqw5GnWE8yoNR5XO9FKKqBvh7ZMkSFCG6jF699mkQQnCyW9DVIvh0VPHeHYepRbBtRcgPAS/4vTzSrdh2FPkirBchW3DvzfYkXDwiOdWthcUPC2eDFu1eg4miTc8e5wOUUkyVHJ4KW3R69NnJYUAIgSdxDrswhyouInzVGaKJzdi1uv1VORVUeQ1P4gKGv7WqMTSNhTcCZ38X0lfh7i9h4teugK4VcP+bJwSm//NpBKXALkIx45pylbLgi0Pvq67gbuqMFt09DBhCcFJGmLRnKSkHzx7/0tdVBUMIjsmwjh8OC7EWOPcy/PLPoJQHj7+qYWSNxjGszEEwBhdf0+KAGoQQ9LcL2pOC62Nu7Hp3XlGuKEK++7Hro877HEeRL7mxayYPAmhNCF654Mau8bBe2w4DJ/wmvT6D0YLNEf/erykTJZujfpOj+2Auml3i9HMwMwwzo5DqqaqmSNSYd8WxYXkWjj8FPaeqG0PTUAQMwTeTfs4FLd7JlngrU+ZWvoJHCCKmWzfsl5/PuwIUHUXWVmQdh6ytiBiCKyEPT4U9nA1aWnT3MCAEvPACXLsGmQyEw3s7n/V1t2HqpZdA6sOTw4A0g3gT58nP/ARVySPM6mJXISWqFvHdShYhvXiTFxBatU0DdDYLfudVg5vjiveHHEZnYGZJEfRBYCN+fWTsqhSFzbyrwHGgOSZ47pTgVK+kOar31sNAn9fgRMDi/WyJ436x5+exEyWbTq/kdFCrFx0WWkUbK2KJBWeeKLGq78FaBIyUUmRVlibZQkrovKvGFcY9+nVoPefmXcd/Bgs3QZrgjYI37OZgH5VOs0sbedesa5rqCUHbReh+Adova9Hdw8LZXsn7dxzWcopIcG/31nLFzVdcHJB4LP18dxjwCYOnZZL/qKZZU2UiVYrKywdMxQ1j+zVxOVVBKHjKSBAUOi+hgVRc8INXDG7dVXww5DA8DbMrEPSqzdjVMj+/TimlKJTu1wxXbEhGBF86LzjTJ2lL6LXtMBBqdZ+lhv4CAsm9r2XLTEKozZ2T5nDQJJpZFotMO9NYWFXHrrUYxyilyKgMMZmgXe5x47dmX2AKwYtRL8cDJu9kSvwyU2KkaCOAsCEIGYKgFI/UkygrRc52c69rtoNPCo74TZ6NeLgQ9GjR3UPCqW7Jr647LGagaY/9MmxHsZKDV88Lgn59/x0GhDTxNF3ELi6iyqsIT6yqce7pSVSbe1V2EeWU8TZdQXqiVY2haTBaWuCP/giefRZ+8Qt4/32YnIRQCCIR90+v99FNOfm8W8uytuZ+39ICb77pjjUwsOd6YHt2OtPtNXgl6uHPlwpEDIlnDwUCxwo2Az6TF6PePZuDZg84cgS+8Q34N/8GYjHwb7/YR8r7h6XbplKBkRF49VV47rntf17TsBhCcCHk4XzQYrLk8G62xCfrZebLDneLDiWlkAKUEoB7mKAAv3QDvlNBi/NBiwtBi6ipixcPG8+elAzeVUwtKTr2UJSvWFasrcPXr0qSER3MHRqEgLMvwewYLExCS1dVD7tSyuqdVDJLYFpuA6gvWN0YmoYkLCwuGnHOqCjjap0hJ8uMKpCjwhI2OO6+qgCBQAmFUOAXBkFhclSE6Zeu2+2jDlY1jUuwBY69CR/8z+BPglVdj0BdWBmFSBccfWPv5qDZfaQniidxlsLcL1F2AWFs34XznlOZqmJ/VcrBKSxiBjuxIke3/XlN4yKF4FTA4lTA4mtxm/eyJT7KVZgr20wWHYoKBPcT4PciWK8UhDYSkOc34te9NubS7D6Xj0pujCkmFqAntXfzqNiKhTV4+Zzc0xhas/u0yw5W1AorzjJRolUV+wgpqxYHLKkSCocuo1s7bGseIuQXPHVCcOmoYHha8emoYnxOkckr5lYBpfjsXSeEW2Qb9gtOdLkivv3tYs/FzTW7S8iQfCPu51/N5sjYDuE9NBudLjvETcEbCd+eN6Nqdg9pBjZFFpxKDmlu/2z2Xt61uthV4RQXMPyteOKn9L2n2UQIaDrufh17Eybfgel3YW3CNduq5AEJD26wSoHpBU8Y4n3QesEV8A1X5+erOcAcFWFuiyxjTo40/j1bWxylWFAlTssoXSKwJ3PQ7BFHLsLUHRj+CFr7qhKvkqKGvGsxD4UcPPsmJLTAguY+fq8bt54fEIzNurHryIwis+6etTlKbZ4Hi81vwO+BoE8w0C442eP+6dWN7YcKSwreTPj5f05nWSo7JKy9i10XyjZeAW8mfBg6fjg8eHxw8XX4q3/j1hdFtm86KnDFt6raX5Vy66mS7XDhS3veQKDZX/T4THp8Jl+OOXyQK/N+rsxEscJs2abwUC5CIITCUWAJt2Y47TE4HbC4FPKQ9kh9LnLYuHQJnnkGfvxjOH1670RvlYKhIXjqKXj66b2Zg2ZPMELdWJEjlFduIA0PogrjU7dmuFpTtjKqnMGTvKhN2TQP4bUE5/oFZ3oFEwvw6ajD8LRiNadYyriN6/cQwl3GwI1dAz7BqR442W1wNC3we/XeepgQws1zDuUrzJYdWvfQbHS14uAo+EbCj38P+241u4sUkm6jl4zKsE6OIKHqxqlB3D5HDp/w02P0bgoNajQAkQ449T048hsw/Z6be10ZgdwclNcf/RlpunnXUAr6XoeOp9wcrA5dDxfdKbh0RPLzjx0CPrVndW1KuXXLfa2Ci0f0TXiY6BB+zokov1ZL+JWBVcX+ds+YTVURv1aUw6IqcV7G6BO631VzH9MQnOpx636nl+D6mMPtCcVKTrGShYqj7udb7/+Bz3Jj12MdcKJLcrxTi7IdRo69CXMfw+o4xHr2bh6lnGu2cPq3wZ/Yu3lodhchBF1GLxkyZFWGMNWpVNYSuxbIYwmLHtmLqYXtNQ/QYhl8PeHnSzEfn+TKvJcrMVKwWSo7TDoPKjQJEAoUSAEhKUlYgmfDPi6GLY74TK0ncchoiQueOSn5i2sOkYDC8wgjhN1ialGQTsLTJ/XZ3GHC8CbxJM5SnPs1yghUZTp6Xwtx+7GrUg5OcREz3I8Z6d/25zUNjGHAxYtw4YIrvPv22/DBBzAzA+PjUCy6tSqfPTPx+VwT6VOn4PJl9yuxf4KGPXuCFELwlbiPW/kKQwWbo/69mcpS2cEQ8K2kn4gWqTx8fPWrcPs2/PKXcPy4q6K9DaoW37VtuHnTveb3v6/d3TWPRAhBh9egw+vnzYSPjK2YKTvMlmzWHUVZub2gpoCYKUlZkpTHwKeLKg41sZDglQuSf/dTh2xeEdqDA/N7ichjHYKrx/X6dugIhOHyl+En/xaWpt2GkW0ihaxO2H59DXIrcOFVaNfBnObRWELSL0L0yxC2UqxRZlmVWFMVbBQOCgOBKQRRLOLCQwh9QHrY6X/dTUZOvgMtp/em2Ku45jq/n/yuKwisOVyYkX6swhzl1VtIb9O2D0yrPSxVSuEU5pHeOJ6mywipE5GaR9PqMfiNhJ/fSEDWdpgpOcyWbbK2orJx25kCIoak1SNJWYZ2/DzkBH2C1y5K/j9/bbOSdWPZvWBiQdCTghfO6Ebkw4YpTHqNPm6q62TIEFbhbd8DUlYXu5ZVmRw50qKDZqEf7DSPxjQERzsERzs2HIuzsLDqNoJWbLAdMCSYBiTC0BQVxEJg6LPhQ81TYYtP1j38dK3ISf+jXdl3mryjWK04/LA5QJdXxw+HDSPYhSd6gtLyxyhhbNs85l7j5nb3V6UUqriANIN4my4jDG24q3k0gSY48jX3q7wOmWlXgLe4Ck7FrfUxLPCEINzufnmq62fWNAiWkDxrJJlXRZYpk2D7RYz1YJ4iTcLL00ZC5yoOG4YJl16H1QWYG4NUN2yzEVRIgarGOKZUhMVJGLgIRy9v//OaQ4EhBX1tgr42N/+wmoOFNcXSGpQqD8eusZAbu8ZDaLOYQ86ZgMnLUS//cblA2BRYe7C3lRzFbNnhmwkfx/eoblmzh7T2wJkX4d2/cPfaYHTbQ7hNoFXsr8szYHng0peruq7mcBA1JS9FvbwU9VJwFLMlm9myw0rFoaLAASwBfilo9Ri0WpKwIXSe6zBjGPC978HgIIyNQW/v3sxjYgKam+EHPwDL2ps5aPYEIQSe5Dmc0hJ2fg7pT22ahG8VKURVeVflVHAK8+7ZdOzUtj+vORxIKehqga4WA6UUa+tu3nVxDYplN3aVwo1do0E3dk1GdOx62On3mXwl7uVPF/LETYl3D/LwtlJMlGy+FPVyKaT31sNGUIToNnq5UxkkTx6/8G97DCGqE7fPq3Uc5dBt9hDQ4oCaL8ATgu4X3S+7BNkZN++6vriRd3Vc0V3LD6E2N+/qi2nB3cOMEIKXz0nGZhVTi9C1R2WTy1nweeC1iwY+j74hDxNCCC4YcWbtIsNOjjQ+zO3Grvd6crZpzGYrxZQq0CH9XDUS+hxP80iEELQnoT1p8OoFRTYPC6tu7rVQuh+7GgZEAhuxaxg82uj0UBNuhxPfhWv/EkrZvalzUwqWh6DzWeh5efevr9lbfMJHj+zjln2DnMoSFNu/CaWs7my4qAqUKNMj+4hInXfVPBq/FFwJe7gS9lB2FHNlt991seJQdty8qynAKwSpjX7XhKnzroedZ05KhqcVQ9OK3pTak/shs65QwKsXDSIBfT8eNqzIUez8HJXMENLXjJDbyw/cy9OqbcauSimc/BzS14Q3eaEqw1XNIUAI6Ohwv77zHchkYGrK/crloFx232OaEItBezu0tYF/+zmO3WBPK0dDhuTbST//9+ksMyV7191AC45iqmTz9YSPMwFdRHso8fng7/5dKJXg2jU4dsx9bYvce0jallNZpQI3bkBPD/zRH7mFZhrNExBCEDEFEVPumVi55uBwpkdwZ1Lw9i1Fj6WwdtlRZXbZPcB//ZKhD+8PK+kj8PQb8Kt/DwuTrgDvNg4WpJTYtr29a+bWYG0eTj8P517WVRmaLWEIQRwPcbE3DfOag4PhgdM/gOVhWB3bfTdQu+y6wve+Cl3P7+61NfsDIQy8TVdRToXK2hDSl9yWmNA9l+3tJCOVUqjCHNIM4Wt5FsMb3/a8NYeTkCEZ8EsGdOyqeQL97YKnjkt+/KGD36Pw7nIh68KawmO6RbRBn44fDiNhEWHAOMqgfbMqAV4pxLYTkWVVIkuOVtFGr9GvizI0W8KQboNnMqLvF83jkULwraSP4UKFkYJNn8/Y1XXGVorhQoWLQQ8vR7X46WHEFVm4iHLKlFdvIj0xhLn1IolqjGPuCe8iPXhbnsHwp7Y9b83hxApAot/90mgeR4vwcVHG+JmzgF8Z+He5mDC7YRx41UgQFlpg4VASbYbnv+0an86OQkvPtgy+qzKOKRVg/i70noFn3nCFCTWaJyClIB6GeFhAeq9no9nPCCH4jbiPwXyF4UKFoz5zV2NXRymGihWO+02+Evfp87nDypkXoFyAj37idgWHYtv6uNhuE6hSrvCuUvDU16Hr+Pbmqzm0+KSg22fSvT1/I81hpLUVfvM34V/+S1hehvgu13esrblff/tvQ1fX7l5bsy+QZhBf6nnyMz/Fyc8i/S3basiUUoJSKLX1JmZXeHcOI5DGl3p220bmmsOJEIJoEKJBQX/7Xs9Gs995NebjxnqFj9YrHPcbGLsYPyqlGC7YdHsN3kz4tSnbISUlWikbZcacYVAKvwhs6/PVnA2vq3UqVOgx+mgRrdv6rObwYngg2uV+aTSPI+QXvHpB8r/92GYpA4nw7u5vhZJiOQuvXZD0tum99TDiEwavGi1UmOWus04bPqxtCPBWYypuK8WkytMqfbxmpAgKnXfVPBkhBOEAhAPo9UrzRLpfhJkPYeyn0HzSNZ7fTVZGINTq9t3u9rU1+4OkbKKPAYbs2+RUlgDB7fXkyO0bxxRUgSIFOkU3HbJzu1PWHFIsKUh7DdJeLSapeTw+j+C1iwYzf1VhbgVSu5x2LVUUsyvw7EnJyS79LHgYEdLE1/I0BadCJTeG9DZtKw96vydnO3oSDk5hDumJ4mt5DunRwvaaLRIOu3qdx47t9UyqYnu2TDvAcb/JmwkfGVsxX96myFoNFB3FUKHC5bCHNxK6iPZQE43CH/8xPPUU3LoFS0tb/ui2N5xcDq5fh4EB+Af/QBeYaTSaHUFKweuXJEfaBWNzULG371ZcLfOriooDX75kkG7Se+uhpu8sPPtNMC2YGwO7suWPbqtJRSlYmYPsIpx5ES5/BaQ++NJoNPUn1gNn/5brxL42sXvXdSqwcANazsLp34ZtmitrGghhePC1PIMVGcApLuGUs1v+7L3YdasCgcop4+RnEFYEX+sLWrxIo9HsCEIIXjorOd0jGJ93k4O7xUpWkc0LXjkv6W/XsethJi4THDWO48XLqlrFVlvPUWynSUUpRV7lyZGjTbQzYBzB0A6gGo1mB2i2DH7QHMAnBeNFe3vmkTVgK8VgvkKfz+T7zX48Uu+vhxUhDbzNV7FiJ3BKqzil1S3fh/fy9VveX50KTmEWYfjwpZ7DDOoiWo1GszOckzFOiSjzFCluI2aolZyqsEyJiyLOERHatetq9iHNnfDib0EsBTPDUCpu+aNSSJztGMdkV2DhLvSfc0V/vdsTdNBoNJqtEDElv90coMk0GCrsXuyqlOJOwabVMvjt5gAhQydeDy1SwoVXXXPv3Aosz7r1R1v++Db2V8d2Re2FgGffhIELVU1Zo9FonsgLL8DXvgaTk7C6unvXzWZhdBReew1efXX3rqvZd0hPDH/qRQx/C876LMreeuwqtilg5FTyrvBusBNf6gWkGaxqzhqNRvM4fFLwg+YA3V7J7UJl20Iw1aKUYqRoEzbc6ycsHbseVoQQdMhOemQfFSpkVWZbZyhSCtQ26poyKoONTY/sIy07dK+1RqPZEY51unXDqzlYze1ezXCxrJiYh7N9gudO6731MBMWFl82UvTIAFMqz7raer/rZk/OFk3F88pmUuVJSz9fNVqJC20ao9Fo6o803X7X5pOwcNPtQ90tVsfdPtezvwuRjt27rmb/kRKtDBhHAEGGzLbqlITYup6EUoqcylKiSJfsocvo0bGrRqPZEbpTgtcvGRQrsLC2e7FruaIYm3Vj5y9dkHqNO8S4/THPY4Z7cYoLOJXclj8r5b2enK3du8ou4eRnkJ44vtYXMXxNVc1ZozmI7PkpoRCCL8d8vJnwsVxRzJZ2vlGl4Chu5yucDVj8fosuotXgOrz/d/8dvPEGLC7C4CBUnny6sGXxXaVgfNwtLnv2WfhH/wi6u2uft0aj0XwBkYDgOy8Y9LYJRmfdQGunmV1WFErwlcsGF4/oQE4D9J6Bl78HyXaYHYHc1oq6t9ykUirC9LDboPLUG3D5y2BoB1CNRrNzdL3gJiQrBTdBuNPYJZi/Dk0n4MofQSC589fU7G+E4cWbehZP4hzYJZz8LGoLmfGtumwrpVxxpMI8RrADX9tLWnhXo9HsKH6v4FvPGZzocs1jiqWdj10X1xQrOcEr5wTPndKJSI0rwHvMOElMxlhjjbzKb6lZRUi5pUSkrWxW1SoODj2yj37jCIbQsatGo9k5zgUtfrclgCEEI7sgwFtRilt5m06vwR+0BGjzaHHxw46QJt7mq3iaLoNSG7FreQsfdM+Gt2Ic45SzrriCrwVf60taeFej0ewoppC8aDRxTISZpUh+FwR4s6rCEiXOixhPG0mkjl01LZ3wyg+g6wQsTrjmpFt4ztuycYxdgdlRKObg7Mvw/HfAp8WLNBrNznHEb/L7qQBRU3KnYO+4iJGjFLcLFZKm5EctAXp9+nzu0GOYcOE1eOZNME2YHoJSfksflWKL++v6GsyMQKzZFdLvP+/WOGk0Gs1OYBjwwx/Cl7/s9iwsL+/8NdfWYHgYXnkFfv/3wbJ2/pqafY30xtzz2kg/TmkZp7i0pRzFVgWMlHKwC/OocgYresIV3rV07KrRaHaODq/BH6SCtHkMBvMV7B2OXZVSDBdsfFLwuy0BTgX03nrYEUKQlp0cMY5j4WFFrVBWW8i7svWz4bIqsaJW8OLlqHFcC+9qNJodRQhXfPfFs5KlLCxndr5mOF9S3J2DU72CN58x8Hn0GnfYiQiLLxutnJUxVigzowpbylEIuTVTcaUU86rIEiWOy7AW3tVoNDtOsBmu/DEkBtw+VHtrIUPVKAUro67/5Lnfh85ndvZ6mv2PEIKUbOOYcYKACLCqVimprZmzSSm3ZBxTUWVW1AoGJv3GUbpkz2a/rEaj0ewEV44JXr8oyRVgfnXnY9dSRTE6BwNpwbefMwj5dex62BGmD1/Lc1jxM1DJ4+TnUFuoXxdb1EJUSuEUV3CKi5jBbvytL2vhXc2hY19UkAoheCPhwxLw50sFhvIVun0GZp0TNUopFioOc2WHy2EPP2pxi3c1GgDCYfjDP4SzZ+FP/xQ+/RSamyGVcgvSHsG9ZOIXFgUpBQsLMD3tjvPbvw0vv6yLyzQaza6QCAu+96LB//5zm8FJRXNEEQvVP8iq2IqJeYHPC288bXD5qNDFFpr7tA/A623w8U/g5tuQWYJYy2ObNaWQjy+irZRgdcFteuk6AZdeh2TbDkxeo9FoHkYI6HsdpAUf/RuYvwGJfjB2oA5ifRHWJqD1HFz+Iwhp/VPNBkJaeJIXMQJtlBbfw87PIswAwgojxBfErk9wKlNKoex1VGkNYfjxNF3FEzuOkDp21Wg0O0/IL/jNFw3+/Jc2H48o4iFFIkzd40rbUUwtCoSAL18SPH9abjo5ajQRGeGkOMOkM8GUM8GqWiVAAAvrC+9FKcRjxQEd5ZBnnTJlYjJBj+wlIqM79SNoNBrNQ1wJezAE/L/n1rmZr9DrM/HtwL63VnG4W7Lp95n87VSQDq8W3tW4CGHgTZzBDLRSXHgPe30SYXgRVgQhv7hEQUj5hQ0tSimwCzjlVYT04ElcwBM/hTC8O/VjaDQazSZeYfCq0YJlSz5VqwSVSfwx8UK1OEqxQJEKiisiwdNGEkPnXTX3iKfgSz+Em2/Bxz9zRQKjzRCIfKGQn5AC5SgUCsEj3mNXILMMuRVIdcPF1yB9RAsDajSaXeFUwOLvpAL867l1buQr9HpNAkb915+c7TBatF3RpJYgR/z7omxasx+QEo5fdffAd/8Sxq6D5XX3V+uLiwDu7a9fSGEdVudAGnD6eTj7EgTCO/ADaDQazWewLPjRj9w//8t/gdVV6Opy17t6ohRMTLjiu1/5iiu86/PV9xqaA4u0wvhaX6Cy1k5p6SOc/LR7LmwGvzjveq+u6Qtyr0o5qHIWVc4ifUm8ifMYoW5dq67RaHaFPp/J300F+Z/nctzIV+j2GoSN+veiFhxXeLfZkvxeS4CzQV27qXERQtAiUoRFhDH7/8/efwZZmuX5fd/3PNend+V9dbn2bnqme2zP7KydXawBwF1AEoEVEVRQIYRCAfE1XlBUBBVBhhSUuFgSJGEYwM4uxqzfxfjpHtPeVruyXSbLZVb6zOue5+jFrWwz06bq5lOVpr6fiIzOzsz73JMRXX3qf87//M4prsTLhBjooYfiR1z+HcKH77sCtGObRRaByNZkG3sKe6mG2k34DSTp/ZIk8OWHEooF+OHLkYV6ZPsouffzxhiZnIXpBXjgQOA3HivQW7WGUEdvKPKlwmZ2xx6eyq5yNltikCIDlD70YtzlgL8Pr10js7SZiS2GQ4nPFca4Mwx40a6kW2JgBzz6f4Vn/gAuvwqDu6E2nP/7tBtw9ThUB+GBfwy7P5v/e2j9GklG6Q19nOFtLmUXWKLeOZMTPnyNIyQJsd3+0O+nMWWRRVJSNiWb2VvYR0/wQjZJN18InbOnxULgW8+lvH0JdoxFijehr2lqvlO/3rm7E7w72GsNoY5QqFAZe4Riz3Yak8+TLV3q7LmW+gkfEkK/XLt+2JnXGCOxvUhszRCKfVQ2P0pp4NBHnvGRNqo18199EgK/Mlxla7nAN68u8cZSmx3lAsM5heM2s8ipRpueJPA7ozV+aah6Uxp1tc6FAI88AgcOwF//NTz5JLz2WqchbNs26O193wGT5IPS3mOEeh0uXeo0rY2Odm6R//Vfh507b/VvJOk2N9wf+L3HC/zglYxn3siYWci3qJuej1yZhX1b4MsPFTiww1B7fYBaLzzyq50g3qM/hkun4epF6BuE3iEovP+vpCEJP3+TSpZBfR7mJjv/PrwVDv8SHHwYijaXSbp1QoB9X+zcCvrqV+HKUejbCr2b83l+1u5sQiZFOPKbcOS3OxuS0nuFECj2bKdQGaU5/TrtueNkS5cJoUgo90NSed8Bk+Xa9b2LpTFGiGnncEq6SCjUKPXvpzR8N4Xqplv+O0m6vfXVAn/3cwW2jWT8+LWM09c2JMvFfGrXucXIxSnYMQa/8FCBu3Z7aYx+XjEU2VPYy1AY4nx2luk4zWJcoEyFChUKPxNynyTJz9WuMUZatFhiiUikhx52JrvZluz4yAMvknQzPNRXZqiY8PXJJV5ZaDFSTNhSSnKZA9MYOdNIaUd4fLDCb47UGC25NqyfV6huorb9S7Rm3qQ1e4ysPtH5b7A00Anj/ZmmnyT8/NpwzNrE9gKxvUBIKhR7d1EauptijxeySbq1KqHAFwub2JRVeDa7yrm4xBaqlD+kgfFGLcWUK7HBSCjzycIIh0O/B/H084qlTojftv3w6pNw7i2YuQK1fugb7nz/vWvD7zTSxnf/HhgjNBZhdhLSFgyMwsO/BHc+2tnXlaRb6EhPiX+6rY+vTy7x/EKLviSwo5xP7ZrFyLlmxlIWebS/zG+P1thW9tIYfYDhLfDF34Pjz8Mbz8DVcYgZ9I925tifCa38oLVh0jYszMD8VCfAd9t+uOsx2HXEUHtJt1a5DP/pfwp79sDXvgavvgr790NfXz7PX1yEEydg0yb4J/8EvvSlTtiv9B4hFCgNHqJQ20Jz6ijthTNkSxegUCEp9UN4/4VGy+vE751fY4yQNclac5C1SEp9lEbuozR0F0nJ2lXSrbW3WuT/sq2Pb07W+elck8mQsbtSyGX9NsbIxVbGVDvjgd4SvzNaY0/V/hL9vFqocahwhJE4yoXsPHPZLFnMqIYaZcrvrAUvS5JA/JnaNYsZTZrUY52EhP6kn23JDjaFzfbSSbqlCkngSw8kbB6KfOeFjBMXI1uHI/21fP5f1GxFzk1AbxV+9ZMJj96ZUCn5/zm9XxICh0I/20KVF5jmWJzjHEtUYsIgJSokH3wm5z0Xs8UYaZIxQ5s6KX0UuT8Z4sHCEMPhwy94k6SboX87fPqfwWtfg1PfhYUrMLK/c0Z1pWKEhcuwcAk23wv3/B5sunPlz9XGUwkVDhQOMpKMcD47x2w2w0KcpxKqVKj8fO36QT3DMdKkyVJcIoRAX+hnW7KdzWHLz71ekm6mEAKP3gkj/QW+80LGqUuweTDmFo7bTiPnrgTKJfjiAwmfuzehp2LtqvcLIVDs3UmhMkZz5jXasyfJli5BUuzsu/5MnkRYvvT0Z2pXYvtansQSodBDaeAgpeF7KFRGbvnvJK0VIcaPuMJwlcy0M/78ap0nZhs0YmRLscBwsbtAhKU0crGVUs8ih3uK/PZIjSM9NvjoOk1Pw3PPwQ9+AKdOwdJSZ3WgVoNajVaa8tLLL3Ng/36GqtVOQ1mMUKl0wnq/8IVOmO82D39KWl0xRo6dj3z7+YwzlyM9FRgdoKuNwyxGZhbg6hzUyvCpOy3kdAOyDCbOwelX4dSrsDgLWQohgXINCkXOnj/H9PQ09955JzTrnSTKEKDS0zmccscDnSDfkpuQklZXcx7e/HM48bfQmIe+zdAz1vlf2o1q12HuAjTnYOQg3PO7sPVBz+Hp+sS0QXvhHK3ZE2T1y8Ss2flGUiQkJSDhueeeY8/uXYyODUPW6tSuoUBS6qPYfwfFvj0k5SEbaCWtutOXIt96LuXkhUi5CJsGoVq+8f83xRiZXezUrsUCPHww4Qv3J97+qesSY2SBeSbSCa7ES9RjnRgyiIFiKJKQcOnSZS6Mj/PAg/fTJiWLGQQoUmQgDLI52cJIGDV0V9Kqq2eR707X+ZupBtNpxlgxYayUUOji7/7NLHKplTGTZuyqFPitkRqf6CsZDKjrErMm7YXztOdOki5dIqb1zjdCgVAoAwmvvPwyY5vG2LZ1MzFtAhFCQlLspdi/v1O7VkatXSWtuiuxwU/SCU7FRRJgmDK1cONhfjFGFkmZpkUADoV+Hi2MMhjsa9J1iBGmr8CZ1+D4izB3tROmS4ByFYolrk5Nc/LkSR544D6KaRva19aOy1UY2wkHHoSdhw3dlbTqWlnkydkmfzFV50orZaSYsKmUUOzi7/7tGLl8LbhoS6nAr49U+cxAuatn6TbUbsH4CTjxYuefjQXIIhQKnb6mpMBrb7xOT08Pe3fsgOZSJ6g3JNDTD3vvgX33wKbdPxfaK0m33IUL8NWvwk9/2vn3bdtgYKC7ZqTZWRgf7/R/PvII/O7vwu7d+Y5XG1bWmqM9f4bW3HGy5kynJxggKROSIvNzC7z51hvcc/c9lMtJp68JCEmJpDJMaeAghd6dJEVrV0mrK4uRp+Za/OnVJcabKYOFzuWnpeTG59Y0Rq60MibbGSPFhF8drvD4YJVKF8/S7SeLGTNxmivZZa7GSVo0Oy3BAYqUSAgcP34CiOw/cAdtWte+HyhRYjSMMpZsYTAMGlwkadVNz0e+92LGCyciaRoZHYD+Gt3lSTQiE7PQbMPBHYFffKjArs3Orbo+87HNyTjP69kck7FBkwwilENCiYRmo86rrxzl0OFDVPp7aV7rGS7FhOGkzF1hgH1Jr3v9klZdjDD+LBz9Y5g6AZUB6NsGxUoXz8o6Ib4LlzvPOfircOjXodST/7i18cQYmY0zXMkuMxknaMYGMUAgUKRAQsLbb59hcXGRw3cepk27Ew4YoESJ4TDM5mQrg2GIQhd9eZKUp4WlyA9eyXjmjYxGC0b6YbC3u9q10YpMzEC9BXs2B778cMId27rLVdTtJ7brtBfOdvZd65M/lyeRZZEXnn+Bffv3Mzzcf62nOEIokpT7KfbfQalvN0l5aDV/DWlNWJPhu9D5i/TRxTY/mWvy8kKLmTSjv5AwUAj0FcKHNsJmMbKYRebTyFQ7oxgC+6oFPj1Q4VN9ZXoKTjTqQrsNZ892msbGx+H4cbh4kXajwfPPPccdhw8zeuAAHDwIO3bA9u2dhrJqdbVHLknvs7AUeflU5PljGReudubNwR7oqUC1/OHFXTuNLDZgfgkWGzDQC3fuSnjwQMKeLd0VhRJL8zB1CWYmOv+cOAfNJc6dOcvE5AQPPPwIjGyF0e0wOAaDm2Bg1CRKSWtKjDD5Jrz9Qzj/DCxNQrkPqkNQ7ofCh/RNxAitxU7Y7uLVzv/ahvbC3i/Ars9AdfBW/hbaKGLMyJozxOYMWWuGtD5B1uoE3T/73LPs3LWbbdv3kFQ3USgPkZQHScrD10KOJGntqDc7tesLxzPOXYm0Uzq1a7VTu35YwF87jSw1YL4OC3Xoq8GhnYEH7kg4uMNNSHWnFVssxgUWWWQxW2COWVqxxaXLlzjz9hk++clP0kMv/aGfWuihFnroocf/3iStOW/XO/uuz8y3mGhlVBMYKiT0FsKHHuKMMVLPYD7LmGpHsgjbKwmf7i/zaH+F0ZIH8XTjYozE1gxZc5asOUPWmCRtTkGW8vLLLzE8PMruvQc6tWtliFAaoFAZJhTcd5W0trRjxrE4zxvZLOOxTjNm9IUiNQpUSD60ds1ipE7KEikLMaUaEnaFHu5MBtgXeg21V3ea9Xf3Xacvw5WzsDTP1ckJjh8/zoOfeITS6NZO4O7gWOdjaDMkHk6RtLaMN1N+Otvgp3MtLrVSyiEwXEzoKwTK4YP7k2KMNCLMp5HpdkYrRraUCzzWX+bR/jJby/6/Tl2IsRNsP30FZq7A1Ytw9QK0m7z+2muUqzXuOHIXjO3o9DYNjMHwlk4AryStJWkKzzwDP/gBHD0K8/MwPNwJ4e3r64SLf9jrFhY6obtXr0JvL9x5J3z+8/CpT0HJIBnduJi1yZpTnXXh5gxp/Qqxvcj83Cyvvf4a99xzH32Dm0mqmzo9TaUBksowwWAFSWvMlVbKU7NNfjzX5EIrowAMFwO9hYTqR9SuzWu160yaUc8im0oFPtlf4rH+MrsqXuys7tRjncW4wFJcYj7OscA8aUw5duIYWTvlriN300c/vaGPWqjRE3qpBvddJa0tWRY5dr7TM3zsfGS+Dv1V6K12+oYLH9LXlMVIvdE56zqzCKUi7NoUePBAwr37ApWS+666ce2YcZUmU7HF1azBJRrM0mKp0eCll17izkOH2TE0yhaqjCRlhikzGsqUDLSXtMbUp+HMk3D6+zBzpvO12ihU+qFY+/Bj+mkTGnOd17cWoGcMdnwK9nwORg/dosFrw2nERqd2ZZGFbIF55mjHNm+feZvZ2Vnuv/cB+uilN/S/W7tS9UyOpDUlxsjJC5EXT0TePJsxu9CpWftqnbym4odkGsYYqTffrV2TENgxCg8eTLhvf6Cn4v/rdOM6eRJTZM1ZYmuWtH6FrDVLlrZ59tln2bfvDjZv3UWhuomkPERSvrbvmpgnIS1bs+G77zXeTHlhvsnT802mWpH5LCPtXFhBCIFAZ5E00vlaLQn0FxLu7Cnyyf4yh2vFDw3rlVai1Wjw//yv/2t+++/9Pe67777VHo4kXbdWO3JiPPLyyYzTlzrhRPVW53ud+bXzeZZ1vlBIOgXfUF/gvv0Jd+0OjAw4t+omiJEf/vAHPP30M/zf/8v/crVHI0k3ZOFyJ4D37I86nzfmIKad74UAhM6Nn8uKtc6G5ehh2P0Z2HIfmIGqmyHGjP/Xf/Pf8NnPfY7PfOazqz0cSbpu7TRy+mLklVORExciC/VIownLC9rL/bRZfPffeyow0Bu4d2/grj0Jm4a8MEb5izHy/AvP8+d/9uf883/+z/1vTNK6MtXOeHGhxU/nGlxqZsynkVaMXCtbCSFc23cNQKSaBPqSwN5qkUf7y9zTW6L2IYdapJWIMfIH/8P/jzsOHOCXf/lXVns4knTdshi5GOscy+Y4HRdZIqVO+k7xuhymm11rzwohUCWhNxTZTy8HCn1somJdoZvi2Jtv8u/+3b/j//bP/hkDAwOrPRxJum6z7YyXF1v8dLbJ+WbKfNoJKYJIQmc+jTGSAgmdYN6+QmBnpcCj/WXu6y3RV/Cgu26CGPk3//pf0dPbx9/7+39/tUcjSdcvRjh5Ep56Cp5+GmZmOkG8MXY+lkN4s2uNTSF0AncHB+Ghh+Cxx+DAAUicX5W/ixfG+Rd/+If85//5/4nt27ev9nAk6botppFXFls8NdfkdL3NQhapX2tiCnTWhmOMLLcNl0OgtxDYVu7Urg/0lhgsOrcqfzFGvv6NrzM7M8vv//7vr/ZwJOm6xRi5NAVH3844ejoyuxhZbHTKVvj5nuEAVMvQUw0c2B64d19g79bwoWG90krMzs/x3/63/y3/8Pf+AYcPH17t4UjSdWs34NJLcOZHMPkWNOegXe/MryFASK4tE18rXgslKPdD72bY/VnY8UgngFfKW4yRb337W7z5xpv803/6T1d7OJJ0QyZmIq+9nfHKqcj0QievKc2A+O526vI2LOFa7VoJ7NvaqV3v2B4+NKxXWoksS/l//Ff/Fb/2lV/nE5/4xGoPR1rT1sW1mNvLBbaP1PjV4SpX2xkXmxmXWilT7Yxm7CyUlgP0FBK2lBK2lQtsLiWUXSDVTVYolYhJQrvdXu2hSNINKRUDR3YHjuxOaLQiV2fhykxkchbqzUir3SnqyiUY7AmMDcLYYGCgx9Ai3WQhUCiWaKfpao9Ekm5Y72Y49BU4+GtQn4K58c7H4iSkDcjaUKxAsQf6tkL/dujfBsXqao9cG10ICYViiTTNPv6HJWkNKRYCB3YEDuzoXCIzOdvZnJyYhaVGpJV2mmlLhU7g7tggjA0EBnshcW1YN1EIgVKxBEC73aZUKq3yiCTp+g0XE744WOHxgTKzaeRiK+ViM2OyndHIIu0YKYVALQlsLhXYWk7YUirQY3OPbrIQAkmhSLvt2rCk9SUJge2hxvakxmdjZIYWU7HJVGxSjyntaym8pRDoCUWGQpnhUGKA0jvBvNLNUiiViCGQuvcqaZ0ZKCZ8dqDCZwcqzKWdnuGLzZSJa7Vr61rtWk0CY6WErdfqVwN3ddOFQKFUJs3cd5W0zoQAd9zR+fjd34XLl+HCBRgf7wTxNq6lGVWr0N8P27d3PjZvhuK6OHKkdaxQLAHBMzmS1p2eQuBT/WU+1V9mIc241OrUrldaGUvXatfitdp1tJiwtVxgaymhvxA8k6ObKoRAsVB0XVjSuhNCYOsIbB0p8MX7I9ML13qGZ2BusdMznMVOz3BPNTA20DnvOjqAoUW66crFEiHi/Cpp3SlWYMcnOx+tJZi/0DnvOn8RWouQNiEpds631kavnXfdDtWhzrKydLMs166uC0taj8YGA5+/r8Dn7o3MLMDEbKd2nVnoZDVlGZSKUKt0ataxwcBoP5RLTq66uZKkQOLasHRd1lUnTBICY6UCY6UC9+Bhdq2+JElIksQJR9K6VikFto3CtlELNa0NhULBuVXSuhYC1EY6H5vvWe3RSB3Or5LWu1JxuanW2lVrQ6FQADqNtIbvSlqPQggMFgODxYTDtdUejdRh7SppvSuEwAhlRkJ5tYciAVC8FpLl/CppPesvJPTXEg7W1lW7szawQqHgIVBJ61uhANu2dT4eemi1RyO9b99Vktar3kLC/kLC/qq1q9YG910lrXdJEhjph5H+wKGdqz0aydpV0sZQqsHw/s6HtBZYu0pa70IIDPXBUF/gwPbVHo3U4fwqXZ9ktQcgrXdOOJIk5atY9CYVSZLy5iFQSZLyZSOtJEn5c21YkqR8Ldeurg1LkpQfe4YlScqXF8dIkpS/YrHourAkSTly31WSpPzZMyxJUv5cG5auj+G70go54UiSlK9CoUCWZWRZttpDkSRpw3AzUpKkfC0fAnVtWJKk/HhxjCRJ+fLiGEmS8ue+qyRJ+TLASJKk/HlxjCRJ+UqShCRJnF8lScqRPcOSJOXPtWHp+hi+K62QE44kSflaDjByfpUkKT9uRkqSlC8DjCRJyp8BRpIk5cuLYyRJyp/7rpIk5cueYUmS8lcsFq1dJUnKmWvDkiTly55hSZLy59qwdH0M35VWyAlHkqR8LQcYOb9KkpQfNyMlScqXAUaSJOXPQyqSJOXLi2MkScqf+66SJOXLnmFJkvJXKBSsXSVJyplrw5Ik5atQKJBlGVmWrfZQJEnaMFwblq6P4bvSCjnhSJKULw+BSpKUPwOMJEnKl7WrJEn5c99VkqR8eXGMJEn5c99VkqR8ue8qSVL+rF0lScqf86skSflybViSpPxZu0rXx/BdaYU8BCpJUr6WD4E6v0qSlB9rV0mS8mWjjyRJ+SsWi86tkiTlyNpVkqT8ue8qSVK+QgjOr5Ik5cx9V0mS8mftKklSvsyTkCQpf64NS9fH8F1phYrFomnvkiTlaPkQqPOrJEn5cbFUkqR8LTf6WLtKkpQfb9mWJClfhu9KkpQ/e4YlScqfa8OSJOVrORwwxrjaQ5EkacPwTI4kSfkyT0KSpPx5cYx0fQzflVbICUeSpHx5U5kkSfnzkIokSfkywEiSpPx5SEWSpHx5cYwkSfmzZ1iSpPy5NixJUr6KxSIxRrIsW+2hSJK0YXgmR5KkfJknIUlS/rxUXLo+hu9KK+SEI0lSvrypTJKk/HlIRZKkfBlgJElS/jykIklSvpKk0xro2rAkSflx31WSpPy5NixJUr68VFySpPy5NixJUr7Mk5AkKX9eKi5dH8N3pRVywpEkKV/eVCZJUv48pCJJUr48pCJJUv48pCJJUr5CCF4qLklSztx3lSQpf64NS5KULy8VlyQpf64NS5KUL/MkJEnKnz3D0vUxfFdaIcN3JUnKlwFGkiTlz9pVkqR8WbtKkpQ/a1dJkvLn/CpJUr6W59YY42oPRZKkDcPaVZKkfNnXJElS/qxdJUnKl7WrJEn5s3aVro/hu9IKmfYuSVK+lhdLnV8lScpPsVh0sVSSpBwt37Jt7SpJUn4KhYJzqyRJOXNtWJKkfC2vDTu/SpKUH9eGJUnKlwFGkiTlz31XSZLyZZ6EJEn5M3xXuj6G70or5IQjSVK+PKQiSVL+PKQiSVK+kiQhhGDtKklSjjykIklS/lwbliQpXwYYSZKUP9eGJUnKl5eKS5KUP/ddJUnKl3kSkiTlr1gsWrtK18HwXWmFnHAkScqXN5VJkpQ/D6lIkpQ/14YlScqXh1QkScqfl4pLkpQvD4FKkpQ/14YlScqXF8dIkpQ/z+RIkpQv8yQkScqfPcPS9TF8V1ohJxxJkvLlIRVJkvLnIRVJkvLn2rAkSfkqFotkWUaMcbWHIknShuHFMZIk5ctDoJIk5c8AI0mS8rV8JsfaVZKk/HgmR5KkfJknIUlS/uwZlq6P4bvSCjnhSJKULw+pSJKUPw+pSJKUP9eGJUnKl2vDkiTlz4tjJEnKl4dAJUnKnwFGkiTla3nf1dpVkqT8eCZHkqR82TMsSVL+7BmWro/hu9IKOeFIkpSvEAJJkji/SpKUI2tXSZLy5/wqSVK+PAQqSVL+PAQqSVK+PAQqSVL+3HeVJClf7rtKkpQ/a1dJkvJl7SpJUv6sXaXrY/iutEJOOJIk5c9DoJIk5atQKHgAVJKknLk2LElSvorFImAjrSRJeXJtWJKkfHkIVJKk/NkzLElSvpb3XV0bliQpP+67SpKUL3uGJUnKX7FYtHaVroPhu9IKOeFIkpQ/NyMlScpXsVgkxkiWZas9FEmSNgzXhiVJytdygJHzqyRJ+fHiGEmS8mWAkSRJ+bNnWJKkfHlxjCRJ+fPiGEmS8hVCIEkS14YlScqRPcPS9TF8V1ohJxxJkvLnZqQkSfkywEiSpPy5NixJUr6WA4ycXyVJyo8Xx0iSlC8DjCRJyp89w5Ik5cuLYyRJyp8Xx0iSlD/XhiVJypc9w9L1MXxXWiEnHEmS8udmpCRJ+TLASJKk/Lk2LElSvrw4RpKk/HlxjCRJ+XLfVZKk/NkzLElSvrw4RpKk/BkOKElS/lwbliQpX4VCgRgjWZat9lCkNc3wXWmFlg+pxBhXeyiSJG0YHgKVJClfBhhJkpQ/a1dJkvLlIVBJkvLnxTGSJOXLfVdJkvLnvqskSfmydpUkKX+GA0qSlD/XhiVJypdrw9L1MXxXWqHlCce0d0mS8uNNoJIk5csAI0mS8mejjyRJ+SoWi4C1qyRJebJ2lSQpX+67SpKUP3uGJUnKVwjBtWFJknLm3CpJUv5cG5YkKV+eyZGuj+G70gotTzimvUuSlB9vApUkKV8ulkqSlL9isWjtKklSjrxlW5Kk/HlIRZKkfNkzLElS/uwZliQpfwYESpKUr+V91xjjag9FkqQNw7VhSZLy5aXi0vUxfFdaISccSZLy5yFQSZLyZYCRJEn585CKJEn58uIYSZLy5yEVSZLyZc+wJEn5s2dYkqT8eam4JEn5KhQKxBjJsmy1hyJJ0obh2rAkSfnyUnHp+hi+K62QE44kSfnzEKgkSfkywEiSpPx5SEWSpHx5cYwkSfnz4hhJkvKVJAkhBOdXSZJyZM+wJEn5c21YkqR8eSZHkqT8uTYsSVK+vFRcuj6G70or5IQjSVL+vKlMkqR8GWAkSVL+PKQiSVK+PKQiSVL+vDhGkqR8hRA8BCpJUs7sGZYkKX+uDUuSlC/P5EiSlD/XhiVJytfymRxrV+mjGb4rrZDhu5Ik5c8AI0mS8mXtKklS/qxdJUnKl7WrJEn5s3aVJCl/zq+SJOVreW6NMa72UCRJ2jCsXSVJypd9TZIk5c/aVZKkfFm7StfH8F1phUx7lyQpf4VCwblVkqQcLdeuLpZKkpSfYrFo7SpJUo6WG32cXyVJyk+xWHRdWJKknLk2LElSvjwEKklS/gwwkiQpX57JkSQpf+ZJSJKUL/ddpetj+K60Qk44kiTlz0OgkiTlywAjSZLy5yEVSZLylSQJSZI4v0qSlCMPqUiSlD/XhiVJypcBRpIk5c+LYyRJypdnciRJyp95EpIk5Wt539XaVfpohu9KK+SEI0lS/jwEKklSvjykIklS/jykIklS/lwbliQpX4YDSpKUP9eGJUnKlwFGkiTlz7VhSZLy5ZkcSZLyZ8+wJEn5Wt53tXaVPprhu9IKOeFIkpQ/byqTJClfHlKRJCl/HlKRJCl/rg1LkpSvYrFIlmVkWbbaQ5EkacNwbViSpHwZYCRJUv68OEaSpHx5JkeSpPzZMyxJUr6W912tXaWPZviutEJOOJIk5c+byiRJypcXx0iSlD8PqUiSlD/XhiVJypdrw5Ik5c9DoJIk5csAI0mS8ufFMZIk5cuLYyRJyp89w5Ik5cueYen6GL4rrZATjiRJ+bPRR5KkfIUQnF8lScqZc6skSflzfpUkKV8eApUkKX8eApUkKV+eyZEkKX/uu0qSlC9rV0mS8mftKklSvqxdpetj+K60Qk44kiTlr1gsOrdKkpQzD4FKkpSv5UafGONqD0WSpA3DtWFJkvK13Nfk2rAkSfnxEKgkSfny4hhJkvJXLBZdF5YkKUfuu0qSlD97hiVJytfyvqu1q/TRDN+VVsgJR5Kk/BkOKElS/tyMlCQpX8VikRgjWZat9lAkSdowXBuWJClfBhhJkpQ/A4wkScqXAUaSJOXPi2MkScqX+66SJOXPnmFJkvIVQiBJEmtX6WMYviutUJJ0/hg54UiSlB/DASVJyp+bkZIk5Wv5EKj1qyRJ+XFtWJKkfBlgJElS/gwwkiQpXwYYSZKUPy+OkSQpX+67SpKUP3uGJUnKn2vD0sczfFdaoRCCE44kSTkzHFCSpPy5GSlJUr6WD4Fav0qSlB/XhiVJypcXx0iSlD/3XSVJypcBRpIk5c+LYyRJypcXx0iSlD97hiVJyp9rw9LHM3xXyoETjiRJ+VqeW2OMqz0USZI2DDcjJUnKlwFGkiTlz31XSZLy5cUxkiTlz31XSZLy5b6rJEn5s3aVJClfSdKJZXF+lSQpP/YMS5KUP9eGpY9n+K6UAws6SZLytXwINMuyVR6JJEkbh7WrJEn58hCoJEn5KxaLzq2SJOXI2lWSpPy57ypJUr6We4adXyVJyo/7rpIk5SuE4NqwJEk5s3aVJCl/zq/SxzN8V8pBsVg07V2SpBwtHwJ1fpUkKT8ulkqSlK/lQ6DWrpIk5cdbtiVJypcBRpIk5c+eYUmS8mXPsCRJ+TMcUJKk/HkmR5KkfC33DMcYV3sokiRtGK4NSx/P8F0pB044kiTly0OgkiTlzwAjSZLytXwI1NpVkqT8eEhFkqR8GWAkSVL+7BmWJClf9gxLkpQ/L46RJCl/nsmRJClfy2vDWZat8kgkSdo4XBuWPp7hu1IOnHAkScqXh0AlScqfAUaSJOVrudHH2lWSpPx4SEWSpHx5cYwkSfmzZ1iSpHwlSUIIwflVkqQceXGMJEn580yOJEn5Mk9CkqT8uTYsfTzDd6UcOOFIkpSv5QAj51dJkvJjgJEkSfkywEiSpPx5SEWSpHx5cYwkSfmzZ1iSpPy5NixJUr68OEaSpPx5JkeSpHyZJyFJUv5cG5Y+nuG7Ug5spJUkKV8GGEmSlD9rV0mS8mXtKklS/qxdJUnKl7WrJEn5s3aVJCl/zq+SJOWrUCiQZRkxxtUeiiRJG4a1qyRJ+bKvSZKk/Fm7Sh/P8F0pB6a9S5KUr+XFUudXSZLyUywWXSyVJClHy7dsW7tKkpSfQqHg3CpJUo6Wa1fXhiVJyo89w5Ik5c+1YUmS8mWAkSRJ+fNMjiRJ+TJPQpKk/Bm+K308w3elHDjhSJKULw+BSpKUPw+pSJKULw+pSJKUPw+pSJKUrxACSZK4NixJUo7sGZYkKX+uDUuSlC8vFZckKX+eyZEkKV/mSUiSlD8vFZc+nuG7Ug6ccCRJypc3lUmSlD8PqUiSlC8PqUiSlD8PqUiSlD/XhiVJypc9w5Ik5c+1YUmS8uWl4pIk5c99V0mS8mWehCRJ+fNScenjFVd7ANJ6k8XIHG2mYpPp2GIqNnn74BCtmPHX7QuUSRgOZYZDmaFQYpASSQirPWxJkta0eha51Ey52Mq40Ew5Oxd5Ye+9JHOw7eI8g4WEbeUCW8sFtpQS+guB4PwqSdKHijEyuwhXZiITMzAxE3n27B4mrg7xR99rUyoGNg0GxgZhbCAwMgDFgnOrJEkfJW3C3AWYG4f5CzBzvgg/eZQ3ZodZ2AuVQRjYCf3boH97598tXSVJ+nAxRuaWYHIGrsxGLk9FXjm1g5NTKf/+e23KxcDoQGBsAMYGA6MDUCo6uUqS9FFaWeRyK+NiK+ViM+NSK+X53fcwmfXy0sV5+pKE7eUCW8sJW0oFhovuu0qS9JFihLk5GB/vfJw/z5ZXX+XRF18k++/+O5JqFTZtgh07YNu2zke1utqjliRpTWvHyJVWxqVWxsVmysVmytPbDnOsOMyJa7Xrtmt169Zywkgx8UyOJEkfY7ERO/uuM5GJmcjx00OcWvokX/1+pL8/ZagXNg0FxgY6vcPVsnOrJEkfJWawcKXTM7z8Mf/9u6knFX76NpR6oH9Hp1+4fxv0bIKksNqjliRpbas3r511ne3UrmfGezi19Em+8ZMyY6MpA7Vrteu1c689FWtXSZI+ShYjV9vv7rteaGb8ZGAH8+U6ixfmqSaBLeUCW0sJW8sFNpUSiu67SobvStdrPrY5Ged5I5tjKjapx5QIhBCYHq3RbrY4EefJgCyLhBCokNAfitwZBtif9DIUyqv9a0iStGZkMXKs3ubZuRYvLjSZSyNLWSQQiO3I5YFNvN4MnJ1r0YqRSKAcoK8QOFgr8mh/mbt7SlQSCztJkpYtLEXeOBt58UTGpanIYgPSrBP8d2VmmPnFAq+9HcmySBo7r+mpQH8tcP8dgbv2JGwewrAFSZKuiRGmTsC5p+DcT6ExA63FzvdCIYHx7UwlVbgAWavz9aQI5X4YOQB7PgdbH+g02UqSpI6lRuStc5EXTmRcmIws1qGdQQCmpvqZaozx+tuRLEbSrPOaarlTu969N3D3noQdY9aukiQtizFyrpny3HyLp+ebTLcyFjOIRIohcGlwjDZlZt/Zd4ViCPQVAjvKBT49UOb+3hL9hWS1fxVJktaOeh1efhmeeALefLMTwNtsQgj0LSywbXyc+MwznUXkdrvzz54e6O+HRx6Bxx6DQ4cgcX6VJGnZhWbKC/NNfjrXZLKdsZABMZKEwPn+EaaTKvW5Fu0YyYAC0FdI2FJO+PRAhQd7SwwVnVslSVrWTiMnxiMvn4qcHM9YbECz3dl3XVqqMtveylvnA6VyRjsFIpRL0FuFgzsS7t0f2LslUCy47ypJ0rKFKzD+LLz9Q1i4BM05yGJnqbd5bjOtBM6nkLU7Ab0hQKkPejfD3i/A9k90PpckSR1pFjl9MfLKqchb5zIW6p3aFSBtlZltb+X4hYTxmYw0hQiUip0zr/u3Be7fn7B/W6BUtHaVJGnZTDvjhYUWP55tcLGZMZ9lpBES4FJlgHosUVlokUZIYyfHqacAI8WER/vLPNRXZlvZG2R0+zJ8V/oYE7HB0XSG43GeWdpUSOijyHAoU7h2oHN+MWVxqcG2UOu8KHQCBeukzMU2P4hXeDa7yv7Qx13JANuT2ir+RpIkra52jDwz1+LJ2QbH623qWWSkmLClVKCWdAITWq3I5cUZdoSUTbXOX1ljjDQjzKWRZ+ebPDffYmcl4TP9FR4bKHsYVJJ0W5ucjTz3VsbLJyOTc5FSAYb6YKSfd5til+rE+jS7N7+70ZhlkaUmzC9F/vbZyI+OZhzcEXjoYMKB7cEgI0nSbStmcP4ZOP19uHIUmvNQG+00xJZ6ICQAgXB5ip6do4ztePe17Uan2fbC850G3IGdsOfzsPdxqA2vzu8jSdJaMLMQef5YxgvHIxMzkUIhMNQLQ6O80xR7LmuyMDH1/to1RurXatfvvRh56vWM/dsCDx5MuHNXIPGCNknSbSrGyKuLbZ6YbXB0scVcGhkqJIyUEnYlgeTa+u7VxgJb0j721d5tFWxlkfkscmypzdHFFltKBR7tL/HZwQqbSzbUSpJuY3Nz8IMfwPe/D2fOdL62aRPs2QOVCoRA+8oVri4tke3fT6FU6vxMjLC4CDMz8Bd/Ad/5Dhw5Ao8/Do8+CkVb9iVJt683l1o8Mdvk5fkW02lGfyFhqJCwoxzeOZOz0FykpxQ48J7atR0j82nkbCPlf720wF+UCjzSV+JzAxV2VKxdJUm3r3oz8uKJzt7r+GRnP3WoFzYPQbnYOZMzM5Nx5cwU20ZSens6822MkUYLFurw9JsZzx+HXZs6PcP37zfISJJ0e5s6Cae+B+efgsUJKPdBbQT6t0NyrVS9lM2TZRmjh959Xdbu9BjPX4Tn/yW8/g3Y8UnY90UYObA6v4skSWtBqx15+WSndj17JdJKYagXNg1CpdSpXZfqkfGTU2wdbDM8/G7t2mx3ateXTkRePpmxfRQePJDw4IFAtWztKkm6fZ1vpDw52+CZ+RZXWinVJDBSTNhcLlK6tu+axCaz9XnuqL6775rGyGIWmWpH/mhiib+danBfX4nP9pc5XCuaJ6Hbjp180odox4xXs1meza4yF9sMhCI7qb1zMOW9QpIQs+x9X0tCoIciPRSJMTJHm1ezTojvA3GIB5MhKsGGH0nS7eV8I+WbV5d4br5FAdhaTuj7gNDcJOl8LcZ359cQApUAlSQwVkpoZJGLrZT/7coiT883+e3RGndZ1EmSbjNpFnnxeOT7L2Vcnuk0z+7dAoUPCB5KQkL2s7VrEuitQm8VNg9F5hY7m5Kvn0l55HDCF+5L6Ks5t0qSbi8LV+C1P4G3n+iE8PZvh6F98EHlZpL8/PxarHQ+esYgbXYaal/6N3D2R3D3fwLbH/ngZ0mStFHFGDl6OvKdFzIuXI3012D3ZigWAN4/KSZJQhYz4nu+k4RATwV6KrBpMLJQhzfOwFvnMu6/I/ALDyYM9Tm5SpJuLzPtjL+4WueHsw1aMbKlVGBX+YMvVAsfULuWksBwEhguJrRj5Eor45tX6zw93+I3Rqo82v/upeSSJN0WYoSXXoKvfhXefBMGBuCOOzqBuz9jeb6NMb73i9Db2/nYvr0T4nv0KLzyCjzzDPzu73a+LknSbWQhzfjbqTrfmWmwkEY2lwrcVf7gPt/kA87kFENgqBgYKiakMTLRyvirqTrPzLf4ynCVzw2UKXk5myTpNvP2pci3nks5cSFSLcG2EaiUPnhuBd63NhxCoFqGahlGB2CpGTk/ETl9MeXo6cAvPlxg+6hzqyTp9tJuwPG/gbf+HJauQu8W2HwPhJ8/8kqSJLTb7fd/rQjVoc5HzDrBvcf/Bs79FA79Ohz8VShWb8mvIknSmnFhMvKt51PeOBspFTqBu7XKR9SuP5snUeoE9I70Q6MVuTINf/bjlFdPB37xoQJ7t1q7SpJuL+0YeWK2yV9erXOpmTJWSjhcK35gn+8HnXcthEB/IdBfgJ0x4Wo78sRMg+fnmnxpqMKvDFc/MPtJ2qgM35U+wERs8JN0khNxnh4K7Aq1jwzy+6AJ571CCAxQop8is7T5STbJubjEY8koO5LazfgVJElaU9IY+eG1Qu5yK2VvpUDvRxRey/PuR82vlSSwp1KklUVO1VP+v+PzfGmowq9a1EmSbhOTs5FvP5/y8imoFCN3bOMDL4xZ1jmkEj/0+yEEBnphoBdmFiJPvJxx+mLkyw8lHNr5waENkiRtJDF2AnJf+xOYPgPD+6Ay8NGv+bi14UIZBnd3AnynTsFP/9+w70tw59+F2nC+45ckaS2aWYh894WM549nJAH2bf3gC2OWJSGB2Akw+sDwwBDoq0FfDeaXIs+8ETl7OfKlBxPu3WftKkna+GKMvLTY5huTi5ysp+woFxgufvTeaCfc/sPXhoshsK1cYEsp4Wwj5X+5tMjRxTa/PVplU8mLxSVJt4G5OfjmN+Fb34JmE+68E0qlD/3xDwow+jn9/XD4MMzPwxNPwPHj8Du/A48/DgXnV0nSxvfGYouvTy7xxlKbLaWE3ZWPPr72QRfHvFchBLaUC2wuJYw3M/7tlUVeXWzxd0dr7Kg4t0qSNr5GK/KjVzN+/FrGUgN2bYJy8cP3RsO1PdmP6huulQO7NkGjGXnjbGR8ss3n7k341JGE0kc8W5KkjWLqJLzy7+HC89AzCpvv7dyz9mGSJHn/pWw/IyTQuxl6NsH8RXj5f4PLr8K9/wBGDtyEX0CSpDWmnUaefiPyg5dTZhdgxxhUyx/TM8zH5EmUAjvGoNmOnLoY+bffbvPpuxI+c0/ykc+WJGmjGG+mfH1yiefmWvQVAnf3fPBlp8uSED6yZziEwGgpMFpKmGhl/NnVOm8stfm7ozXu7PnwfilpIzF8V/oZ57JFvpNe5mpssiVUqISPb8T5uAlnWQiBQUr0xgLj2RJ/FS/wOJs4mPTnMXRJktakZhb5DxNLfGemQS0J3FX76EIOroXvhkD2EY0+y0pJ4FCtyGQr48+v1hlvZPyjLT0MfcwhU0mS1rPzE5GvP5lyfiKyfQR6qh+/URiS8NEHQN9jsDfQW42MT8If/yDllz9R4JHDGGIkSdqwshTe+Dq8/g0IBdh8DyTXcUYzhPCRjbTLkiKMHoSlKXjrL2HmLDzyX0Df1hwGL0nSGjUxE/nakyknxyNbh6G/5+NryuUAo5hFKHz0z/fVAvu3RcYnI197IuPqXODz9yYkHxHuK0nSehZj5LszDf7DxBLtCEdqRYrXsWabhOtbG05CYE+1yFya8eRsgwvNlN/f0vOxAUmSJK1rk5Pwh38IzzwDO3bA2NjHvuS6wneX9fXBPffAmTPwP/6PMD4Ov/d7HxnuK0nSevfTuSb/7vIiC1nGwWqR8nWs2X7cxTHLQgjsqBRYTCPPzTe50Ez5x1t6OFxzbpUkbVwL9cif/yTlpRORoT7YsuXj+3lvpHatlAP7t0YmZuCvnsq4Mg2/+klDjCRJG9uFF+D5/wkWLnf6e4vVj39NuM591xCgfxvUhuHSSzA3Dg/9E9j+cA4DlyRpjWq0In/1VMYzb2X0VWH/tuuvXT/q4phl5WJg35bI1Dx8+4WMS9OR33ysQG/N2lWStHEdW2rzv15e4HwjZW+lSM/HnLGBa/uu15knMVZKGCwETtVT/uDCAr+3qcZj/WXzJLThmUgmvceZbJH/mF5ilha7Qu26gnfhxiYcgGJI2B6qtMn4TnqZN7LZbocsSdKa1soif3Rlkb+drrO5lLCrUriuIiuEcC3c/vrn19FSwh3VIs8uNPmXFxeYbl//ayVJWk/OXYn88Q9SLkxG9m+9vuBdWD6kcgO1ayGwezMUEvjLp1J+8lp2XeGCkiStNzGDo38MR/8EqsMwcsf1Be/Cja8N14Zh051w6RX46f8H5i92OWhJkta4KzORP/5+yqkLkX1bry94FzoXx8B1BhgBSRLYualzgcy3no9898Xsui51kyRpvYkx8rdTdf5oYolKEjhwncG7ACFJiDdQu/YXEo7Uipyqt/nDiwu8XW93O2xJkta2yUn47//7TvDu4cPXFbwLNxi+23kB7N3bSUf65jfh3/wbaDu/SpI2pidnG/ybSwukxOsO3oXrvzhmWU8hcKRW5HIr419eXOSNxVa3Q5YkaU1bqEe+8WTKi8cj28dgdCBc15mcJFyrXa+zbziEwKahwJZheOqNjD/7cUqj5b6rJGljGn8WnvkfoD4Nm+6+vuBd6CJPotp5fmMWnv0DOP90d+OVJGmta7Yif/aTjKfeyNgyBJuHrq92vdGe4RACI/2BHaPw8snI155MWahbu0qSNqY3l1r8TxcXuNRMOVK7vuBduPGe4VISOFgtkAH/9vIiT8w2uxyxtH4YvitdczGr8930Egu02Ub1htLXb3TCgU5Rtzl0VmN/kF7hZDZ/Q6+XJGmty2Lka5NLfGemwc5ygaHijf3Vs5v5tZoEDlWLvLTY4l9dWmQ+NYBXkrSxXJ6KfP3JlCszkb1bOyFD1ysJCTGL3Oh24uahQLUM//G5jBeOuxkpSdpYYoQ3vglvfAN6t0Dvpht7/Y020gIUyrD5Lph8s9O8u3T1xt5TkqS1bno+8vUnUs5c6QTvFq+zyQdu/BDospH+wHBv5PsvRX501MtjJEkbzw9nm3z9ap3+JLCtfJ03xlzTVe0aAodrRc43Uv6XywtcaKY39HpJkta8uTn4F/8CXnoJ7rwTqteZrgDv9BffcO05MgK7dsFf/zV89atwg/OzJElr3bPzTf7oyiJJCOyuFG/6mZwkdA6CTrUz/tXlRU55eYwkaYNptCJ//pOUV05Hdm2GWvlG5tYbCzBa1lvthBg9fzzyV09ltFP3XSVJG8vlo/D8v4TWIowchBsoXbvadw0BRg5Au95530sv3+CAJUla49pp5G+eyXjurYzto5268notryHfaM9wtRzYtQmOno786Y9T6k1rV0nSxvJ2vc2/urTIZDvjYLVIcgPF641eegqdOXlXpUAxBL46scgzcwbwamMzfFcC6jHlh9kVZuKNB+/CtQmnywOcY5RpE3kinWAmetu2JGnjeHq+xbenG2wrFxi4weBduLYZ2cX8Wk4CB6pFnl9o8ldTdUMWJEkbRqsd+etnUsYnI3s3c0MLpfBuI+2NHlQB2DQYKCTwt8+mXJh0bpUkbRyXXu6E79ZGoWf0xl8fQuiq7kyKMHYnXH4FXv0juMFeIUmS1qw0i/zH51JOXozs3QKFG7g0BjrrwgAxu/H5dagv0FeLfP+ljJMXrF0lSRvHqXqbr08uUQmBLTcYvAvd9zUlIXCoVuRUPeWPJ5ZodTE/S5K0JsUIX/saPPssHDkC5fINvXy5dr3RgyoADA3Btm3wl38JTz9946+XJGmNutRM+eMrS7Qj7Kp0Ubt22TMcQuCOaoGLzZQ/mlhk0YBASdIG8tPXM146Edk5BpXSrdt3rVUC20bgmbcynj/m3CpJ2jjq0/Div4alqU4g7g0eyem6ZzgEGL4DGrPw0r/pvL8kSRvFC8cjT72ZsXUYeio3eN6VTv3aTe1aKXUCeF8+GfnxUQ/kSJI2jqUs8kcTS4w3Uw5UCzeehdjlvivAzkqBLMIfTyxxoZl29QxpPTB8V7e9GCPPp1Ocj0tsDZUbnmygu5vKloUQ2EyFq7HJU+lk1xOXJElryUQr5U8nlygFGO4ieBe6u01lWTUJbC0V+N50g9eW2l09Q5KkteapNzLeOBvZtQmSGwwvgvccAu2y7tw6DDOL8K3nUlpta1dJ0vrXmOsE36ZN6NvS3TNWsjZcKMHgXnj7CTj7k+7eX5Kkteblk5GXT8L2ESgWbrx2Xb44ptv5dWwgUG8Gvv18xmLD2lWStP41ssjXJ5eYaWfsKHe575okXV3KBlAIgX2VIi/MN/nhbKOrZ0iStOa88AJ8+9uwcydUKjf88hWF7wKMjkKSwJ/8CUxOdvcMSZLWkDRGvjG5xMVWyp4ugndhZT3DSQjcUS3y+mKb/zhd7+oZkiStNWcvR558JWOwD2rlLnqGw3LPcHfza2810FOB772UcXnKfVdJ0voXI7z+dZg6BqMHbzx4F1aaJwEjB+HqCXj9a53xSJK03l2ZiXz/pYxqCfpqXUyudPqGu86TKAeG++DHr2W8fcnJVZK0MXxrqs7RxRZ3VIskXRSvIXR6hru5PAZgd6XApVbKNyaXaFu8aoMyfFe3vXNxiZfiNEOUKIbu/kiEJHR9SAU6zT6bQoU34hxvxrmunyNJ0lqQxcifXq1zvpmyq8smWljZIVCA0VJCM8I3JpeYS72xTJK0vo1PRp54JWOg1rmVsxvvNNKu4PKYXaPw+tnI0284t0qS1rcY4Y1vwsQbMHxH989ZSSMtQHUQkiK89iewcKX7cUiStBZcnY1878WMcjHSW+2ydk1WdggUYOdY5OSFzmHUbhuGJElaK747XeflhRb7qsWuLhQHCCusXXsKgYFCwl9ONTjb8OJTSdI6NzMDX/0qtNudENwuLM/JK6o59+2DkyfhP/wHWME8LUnSWvCTuSbPzLfYUyl0dQAUVt4zXE4Cm0sJ35qu88Ziq+vnSJK0FjRakW89n7JQh9H+7p6RrPDSU4AtQzA11xlLO3XfVZK0vl14Dk5+BwZ2dfp2u7HSnuGkAIO74dR3YfyZrh8jSdKa0E4j334+ZXI2smW4++ckSbKinuGRflhqwLeeS6k3rV0lSevbW0ttvjXdYFMpoZKs7ExOt31NSQjsrRR4dr7Fj2abXT1DWusM39VtLYuRZ7KrtIgMhFLXz0mShBjjihppa6FAkcBz2RT1mHb9HEmSVttri21+OttkV7lAocsmWlj5IVCAfZUCby21LegkSetajJEfvpwyswhjg90/553F0qz72rVSDvTX4MmjGdPzbkZKktavqZNw6jswsAMK3S8Nr7iRFmBoL8y8Dcf/ZkWPkSRp1f3k9YxLU5GtK2miXeHFMQClYmBsAJ5+M+Pi1e7HIknSarvcSvmP0w2GiwnVLptoYfmQysrWc7eXEyZaKX8z1TDcXpK0vn33u3DsGBw40PUj3rk4ZiVrw4UC7NkDP/whHD3a/XMkSVplc2nGX16tU0mgr9D9EbU8eobHiglLWeQvp+orroMlSVpNL5+MHDsf2TlG95eyhQBhZT3DIQR2jMHrZ+D1M86tkqT1K23C61+HmEFtpPvnLOdJrETtWl/V61+HdmNFj5IkaVW9eTZy9DTsGKXrS9mg0ze8krXh5dr1xHjkpRPWrpKk9SuLkb+6Wmcuy9hU7H7fNY+L2XoLCbUk8FdTdWbbXiqujcfwXd3WxuMS49kSo5RX9Jw8DoECjFJmMjZ5Oy6u6DmSJK2mn843acXIwAqKOcjnEGgpCfQXEn4026C+gqYhSZJW08UpOHY+snmw+yZagJDDYinA2ABMzdlIK0la3849BY1ZqI2u7DkhhBU30iYF6NkE534C9emVjUeSpNUysxB55VTGSP+7zTrdyOPiGIChPphfgqNv2+gjSVq/XphvMdHK2FJa4b5rCCteFw4hsK1U4OWFFhdazq+SpHVqcbETdjs0BMVi14/JJXwXOuNoNODHP17ZcyRJWkUvL7S40EzZUS6s6Dl59AyHENhRLnBsqc3xerqiZ0mStFraaeT54xnlIpRL3e+7Qj6XitfKnTG8eCLzYjZJ0rp1+VWYOgmDu1f2nJDDvit0xjF1Ci69vOJHSZK0KmKM1+pEqFVWXruutGe4XAxUSvDC8Yx2au0qSVqfTtZT3lhqsbNcWFGeRF59TdvLCRebKS8ttFb0HGkt6r5zUNoAjmXztIlUQ/eNPgvTM7z6nSd45afPcumJ5ylXq/QND7HjyB3c9dlP3dCziiEhRHgzm+Vg6FvR7S6SJK2GC82Ul+dbbC51P7cuzUxz+pmfcPzJHxLSNuPbttMzNMymOw6x71OfvuHnbSklnG6kvLrY4hN9KwvclyRpNbz2dsZCHbYOd/+Mxflp3njhW7zx3BNcPfM9arVeevuH2brzCIfu+ewNPStJArVy5IXjGZ84FCgVrV0lSetLfQbOPgk9Y9DtEux8fZpXzjzJsyeeoN6a55Xp3fTXRtg9doT79nzuhp/XuwWuvAbjz8H+X+huTJIkrabXz0Sm52H/1u6fsTg/zdEXv8cbz36PK6e+TV/fQNe1awiBgZ7ISycij90V6a1au0qS1pdGFvnxXIP+YlhR/9DSzDRnn3qSKyeOMf3Db1Eol7veex0uBi4spbww32T7SK3rMUmStGpefBHOnYODB7t+xHS9zg9On+Zb587Ru7jIyMAAI7UaR8bG+NyePTf+wM2b4dln4bd+C7Zs6XpckiSthixGfjzbpBwCxRXWrmd+/EPOHH2FxZ/+YEW1a18h4Uwj5dm5JodqHpmTJK0/py9Fzl2JbBnq/hmL89Mce+1HvPHMtzhztMzo6Kau910BxgYiJy/A+QnYuan7cUmStBpihDM/gphCaQVbnPP1aV48+x1eOfs0b//gB5QKla77hovVzrjO/gi2f6L7XmZJklbLhatwYjwyNgDQ3US2XLu++tT3KBYib27eurLadRDOT0ROXYwc3OHkKklaf56bb7KYRfqSle27nnzie5x+6sc0nvsxlVqt633XYghUksCP5pp8eqBMweJVG0iy2gOQVstsbHE8zjMQSl0/48qZ8/ztH/5bzrz8Bo35RdJ2SnOpztXxi5x64WhXzxymzLm4xOXY6HpckiStlhfmm0ynGSNdhvBNnz/LT//t/8y5l1+gtbhA1k5p1ZeYuTjO+NGXunpmJQkE4CezTW/aliStO0uNTlBQf42ubymbvHyG7//VH3Lu1Es0G/NkaZtWc4npyXHOnnyhq2eODcL4JJy84NwqSVp/LjwHC5egd3N3r780c4Y/feYPeHP8WertedIspdFeYmLuPMcudje3JoVOM+3bP4Cs3d24JElaLe20c0FLtdy5sKUby7Xr2RMv0mzMk+ZQu470w8Rs5M2z1q6SpPXn6GKLc42MrSu49HR573XyrTdozM+TZSvbew0hMFhI+NFck6XM+VWStM7ECE88AUkC5e4u7z4zM8MfPPMMz1+4wHy7TTtNWWq3OT83xwsXL3Y3rrExmJjoBPBKkrTOHKu3OV5vs6Xc/dG05dr1ypuv0VyYW3HtCjBWSnh2vsnVVtb1uCRJWi2vnIy0U6iWV7bv+vax52g2F8jSdMX7rr1VWGrA0bedWyVJ68/cebj4AvSu4ELx5b7hUxMv59Y33L8VLr4Es2e7H5ckSavl6OmMxQb0dRls/97atZXTeddqOZBm8PJJe5okSevPTDvjmfkWo8Wk6zyJ5X3XS6+9ci2vqb3ifdetpYSTS22OLXngVRuL1/jqtnUp1lmgzU66q+aa9To/+dpf0Go0KRQSNh/ax6O/9kvUenpYmJphdnKqq+fWSJiIGRdjna1Uu3qGJEmr5dXFNr1J6KqYa9XrvPwX36TdbBCShNFDdzK0cw+HDh9maWaaxanJrsc1Wkw4UW8zm0YGuwwGliRpNYxPRq7ORXaMdvf6VrPOc09+jXarQVJIGNl6mPsf/TKDg4MszE8xP9vd/FopBdpZ5OyVyOFd3Y1NkqTVcvkohCIkXeyQNNt1fnD0T2ilDUJI2DNyDwOlLdx7z33MLU0xszjR9bj6tsD02zB/EQZ2dv0YSZJuuSvTcHk6MtLf3evfW7sWCgVGth7mvke+wNjY2Ipq12IhUAhw+lLkoYPdjU2SpNVyst6mHSOVLoPt37v3miQJQ/sPcv8v/ypJobCivddNpYQzjZQzjTaHa91feC5J0i139SocOwabu7uVrd5u8ydHj9JIUwpJwuH+fj69fz87tm1jammJicXF7saVJNDbCy++CF/5SnfPkCRplZyqp9SzSF+hu/Dd99WuhYSBfQe5/yu/seLadbSYcGwp5VSjzUipu9B9SZJWQ7MVOT6eMdjb3evfu+8aQsKm7UfYf/AB9uzZs6J91xAC/bXOpae/+FDs+kJWSZJWw9XjUJ+BgS7Pvby3bzhJCmzvP8wX7vwNKuXqivqGq8Mwe74zvsHd3Y1NkqTVEGPkzXOR3ird5Un8TO26eeddbN1xiAMHDqyodgUY7IUT4xn1ZtL1pTaSJK2GU42UyXbGwWqhq9e/f9+1wOC+g9z15V+kt69/RfuuvYWERkw5WU850mPPsDYOw3d125qOLYgQutzsO/ncKyzNLQBw5DOfZLGnyNaD++ip9axoXCEECgQmYmNFz5Ek6VabTzMuNtOum2jPv/IijYU5APY/+jkWegcgBMb23bHisfUVAmcaGRdbKYPF7sYnSdJqmJiBNINSl+Hxbx9/jvpSZ349eM/nuTpXYtP2AwwNDq54bNUinL3iTaCSpPUlS2HqBFS6DAd8c/w5FpudufWBvY9TrW9hfn6eHSMHVjy2ch/MnIG5ccN3JUnry8RspN6EWpcZBu+tXQ/d+3kuTQXGtt7B5s2bVjy2WiVy7gpkmYdAJUnry/GllN4VzF3v3Xvd8dAjhC072Hzg0IrHVUkCrRi51Mw43N1955IkrY4LF2BuDrZs6erlz42PM9dsAvD43r2EJGHvwAC7RkZWPrb+fjh3DpaWoOYEK0laP8402pS6CFdY9t7addfDn2KhbyiX2rUQAhmd2lWSpPVkchYW63R96el7910P3/cFphYqjGwaY/P2/SseW08F5hYjMwsw3OX4JElaDbPnIITORzfe2zd8z87PkF0dYOfIIcrllV32EgKEBGbOrugxkiTdcrOLMLvQCd/txs/WrgvtfqqVKpu3r/xMTm8VJmY79fWOsRU/TpKkW+ZiMyXGSKHL4vW9+657PvlpJpISo/sO0NfXt+KxlULg7UZ7xc+R1hLDd3XbuhjrlEL34Xvjx06++y8BXvmzbzP+/WfpHxpkz71HuPsLj1EodvdHrErCJepkMZKsoBlJkqRb6WIzYz6L7Ch3N79OnDz+7r/EyLG//Ab12Wmm9+1n65G72f/Y57qeW5cPgV70EKgkaZ25NB27bvIBuHT+2DufB+CtF/6UK6e+zdDQKDv23svh+75AodDd/NpThSvTkXozehOoJGndWLgM9RmoDnX3+nOTb73zeYyRHx7/90zOXuRk84fs33IvD+x9nELS3dwaEiDC3IXuxiZJ0mqZmKFz6WmXBez7atcQeOuFP+Xi8b9ldHTzymvXCswuRqYXuj+kKknSrTafZlxupfR2eekpvH/vNYTAyb/5MxaffoJyT8+K916TAOPNtOuxSZK0KsbHIU2hVOrq5W9NTr7zeYyRPz1/njA1xY5z57h3yxYe37uXYtLl3N3f3xnfhQuwf+WBSJIk3QppjJxupPQWuu8Zel/tSuDMt/6S77z4VC61aykETnsIVJK0zkzMRuotqHaZ5ffefdcYI68/+w0CTU5u37XifddapRNgNDEbGe63Z1iStH5cPQ6lnu5f/96+4RACz5z/Jqee/D59tcEV9w2Xejrji7H7cGBJkm61KzORxUb3Pbk/W7sefeo/0GzMc+6NvSuuXSslaLRgYiayY8zJVZK0fpxptCmuoDB8/74rnPn2X7H49BP0Dw+veN+1rxB4u5HSjnFFY5TWku479KV1rB0zJmKD6gr+CMxOXH3n8zd/9AyL07OkrRaLs3O8/qNnePKP/pQYY1fPrlJgPraZw2YfSdL6camV0sig0mWttHB14p3PT/zkh9Rnpknbbepzs5x+5ie89Kd/0vXcCp1DoBc8BCpJWkdijJy9HOlZwYXYczPvzq/Hjz5BfbEzvy4tznL8tR/x9A/+qOv5tacCi41rIUuSJK0T8xegOQ/lLi/tnF688s7nL57+HnONq7TTNguNGV458yTfeeXfr6x2LcPUia5fLknSqjg3kVHuLrsIeH/t+uYrP7hWu7ZyqV1rFVhqwORs9/OzJEm32qVWxnwa6VtBgNF7917HX3iG+swUWZrP3mstCZyo29MkSVpnzp5dUXrBlcXFdz7/3unTTLdatLOMmUaDJ8+c4d+/8kr3a8O1GtTrnQBeSZLWiSutjNl2Rl+ST+167rmnaMxOk7ZaudSufYXAmUZKK3NtWJK0fkzOdv7Z7aWn79t3ffn71Bc768J57LsWC4Es2jMsSVpfmvMwdwHKK7iw+719w0fP/4iF1jTttJVL33ClHxYuQWO2+/FJknSrTc5AmnXqxG78bO26tDBNmlPtulxPT8y4LixJWj+WLz3Nq2f47Wd+3Nl3zSmvqa8QmEszLreyrscnrTWG7+q21CCjRUZpBX8EWvXGO59XajXu+MzDPPiVL1GuVQG4ePJtxt/sLiWhREKbSAMDAiVJ68dCGkmIXTf6tBr1dz4vVWvs/ezj7Hj0c5SqNQAm3z7FlRPHPuzlH6sUAlNtizlJ0vqRZrDYiCsKMGo1351fy5Uauw5+lrse/hVK5c78euXCSS6ee7OrZ5eL0GxDvelmpCRp/WjOAxGSQpevb787t1aKNR7e/cvcvfkLVIqduXV86gRnJ7ubWwGKVVi6+vE/J0nSWjK70KkRu/W+2rVcY/fhz3HkgV/OpXZdPgS62Pj4n5Ukaa2YTyPNGLu+9BR+Zu+1UmXLw49y96/8Ri57r5UQmGlHshVcPiNJ0i03OQmVStcvr7ffDZ6vFYs8vmULv7hzJ7VipyA+MTXFm5OT3T08hM7H/HzX45Mk6VZbyCKNDCorCN99X+1aq7Hl4cc48ku/lk/tmgTqWWTJ8F1J0joytxhZwdT6vn3XUrnG/ru+yB33fCmXfddlS+67SpLWkeY8pA0odr80/HN9w0fGPsujB34jl77hYhXaDWgtdD8+SZJutaXmyl7/s7XrgXu/xP67vphb7VoIMLe0sjFKknQrLWWRpTRSXsGl4j+b17Tl4cc49KVfyq1nuJF1MqWkjcLwXd2WUiIRWMFeJEnh3T8++x++l213HmTXPUe44+H73vn6pVNnunp2AGKMpB5SkSStI+0IK5m5kvckH+2870G2HLmbsQOH2Xnfg+98/eqZU90/H2iYvStJWkfaKWSxc86yW++dX/ce+gSbdx5h++572Hvw4Xe+PnGxu/k1BIixM05JktaLrP3xP/NRCuHdufXQ9k+wb/O97Bq5k0PbP/HO18enTnb9/JBAusJmJEmSbrV2mmPtevBhtu66i2177s6ldoXO3mtq7SpJWkfa1/qFur30FN4/v269+35GDhxm25335LL3WgiQEWnb1iRJWk+aTUi6b5svvGde/sT27dw9NsbdY2N8Yvv2d75+cmqq+/HFCO0VLmBLknQLtWMkY2WH0t5bu26/537GDh5m65G7c6ldEzp9Vy4NS5LWk2Y7333X7XvuYduu/PZdAdoG20uS1pGsDTHr9OZ26319w9seZvfIXezffG8ufcMh6YwvbXU/PkmSbrX2CoP3frZ23bHnXrbuvDO/nuEEWi4MS5LWkTTS2XfNaW14530PMXrwMJsP35XPvus7PcOuDWvjKK72AKT1qmdggNnJqwAMb9r0Tuhuz0D/Oz/TaqzsKs+wonhgSZJurZU0+QBUBwZYuDp57fNBdt5xBwDnXnr+nZ9pN1aWQLTSMUqSdCu9M2+tYC2y1jvA/Gxnfu3rG+buBzubkPNTA+/8TKu1wtrV+VWStN6sYO7qrQ4yszgBQF91iN3bd7N7927eHH/2nZ9ptVcwt6701jhJklbBSuvC99auPb2D3PlAp3Ztzp9/52dWVLsGa1dJ0voSWNmlp/D+vdfte/e+00Bb7X93bbjbvddIJ8TI6VWStK6ssDAcrFaZWFwEYKha5aGHHgJgYnz8nZ9prDQ81+JVkrSOhBxOu7y3dt20Y2eutesyZ1dJ0nqS977rnoN3A3D62PQ7P7Oifdfo3CpJWodWOHm9t294bHgbh+/u9DX1VQff+Zlu+4aXc4tcGpYk3U5+vnY9CMDpY4vv/Iy1qyTpdpLHvPXefdf+0VHuvLbvupDTvmsee8PSWrKSS4aldatAICGQreAZY7u3v/P54uzcB37eMzhANyKQhLCiNHpJkm61YlhZcPzQ9l3vfF6fm/3Az6sD3c2t0LntpezcKklaRwpJpzbMVpCyMLJp9zufLy6+O6cuLbz7ea13kG5ksXNbWcHVJUnSOpKUWFGC0ebBd+fWhcbMO5/P19/9vLfa3dwKEDMoVrp+uSRJq6JUYM3WrtA5qGLtKklaT4qhs+uaxe4n2Ju595rFzr5w0b1XSdJ6UqlAmnb98t2D79alM413D3vO1OvvfD5YrXb9fEKAYrH710uSdIsVQ+dA2krO5Nzs2jUJULB2lSStI+XiuyF83bjZ+64EKHjgVZK0jiQlCEmnN7dbN7NvOGaQFCBxaViStI4UV7joerNr1yx26mtJktaLQoACKzuTczP3XdPY2RcueHOMNhD/uqjbUpUCFRIaK2j12f/gvZx68SgxRo4/+xL9oyMAnHju5Xd+ZueRA109u0lGiYQe/4hKktaRgUJCRiTGSOiiaNpx7/2MH32JGCPnXnqe3pFRAM69/MI7P7P5wOGux9eKkc0lExYkSetHsRAY7IWLV7t/xu4DD3Lm5IsQI6ffepb+gc78evrYc+/8zLZdR7p6dqMF5RL01VwslSStH9XBTiNt2oJC6cZff2jbQxy/8AKRyJvnn2GwZwyAt8affedn9ozd2fX4WkvQt7Xrl0uStCpGBmB8svvX38zatdWOFBLoq3U/PkmSbrXBQqCaBOoZ9BS6e8bN3HutZ5Ht1UJXe8KSJK2aLVvgPaG5N+qhbdt44cIFIvDM+fOM9fQA8Oz4+Ds/c+fYWHcPz7JOutLQUNfjkyTpVhu4VrsuZZFKlyF8N7N2Xcoi/cVAjwGBkqR1ZLA3rChg4Wbuuy7r61nRyyVJuqUqA1CsdnpzK91lDN3UvuH2Umd8lRVk40uSdKst9+N2mydxs2vXLMJAr+vCkqT1o5YE+ouBq63uF4dvds9wNQkMFp1ftXGY7KnbUiEENocqx+Jc188Y3bmNw489zBs/fpbmUp2nvvnX7/v+nZ95hOFtW7p6dp2UwVCily5P0EiStAq2lhJqSWCpy0Ogg9t2sOfhT3H62Z/Sqi/x6l//2fu+v/eRxxjY0l0CUYwRCGwrO7dKktaXXZsCpy92v1g6MraTA3c+xvHXfkyrucTzP/7m+75/4K7PMDSyratnL9ahtxoY7bIJSZKk1dC/Hcr90JyH2vCNv37TwE7u3vVpXj37IxrtJZ54/evv+/69uz/LaH93cytATGFwT9cvlyRpVWwfTXjxRNr1629q7dqAniqMDdroI0laP7aUC/QVAvNZRk+hu/3Nm7n3uphF9lfdd5UkrTM7d3YCbmOELg6B7hwY4NO7dvGjs2dZarf5+uuvv+/7n929m239/d2NbXERenpgW/dry5Ik3WojxYThUucQ6FCXJ9NuZu26kEXur5YoeHGMJGkdWe7HzbJI0kWA/M3cd221I8UENg04t0qS1o9SDQZ3wZXXgO4iH25q33BjDkYPQrm3u7FJkrQaxgYDxQK0Uih3sTZ8M2vXLHbO4W4y2F6StI4kIbCvUuRso9n1M27mvut8GhkqBsaKSdfjk9Yaw3d129oUKryRzcIK9vvu//LnGdw0xrFnXmT2ygQAg5s3ceCRB9h7X3e3lAHUY8rh0N/VLS+SJK2WPA6BHvz8l+gd28S5F59jfuIKAH2bNrPrgYfZduc9XY+tEaGcdMYoSdJ6snkoEOn+JlCAux78Mv2Dmzj11jPMTXfm14Hhzew79Ag7993X9dgWG3B4M5S8qUyStI7URqE2AkuT3YXvAnzijl9kqHczb5x/mumFywAM923hyI5PcseW7ufWLO1kPvRv7/oRkiStitGBzhzW7SFQuLm169hAoL/W9SMkSbrlqklgR7nIG0stNpe6f87N2HuN1w6peOmpJGnd2bYNymVoNqFS6eoRv3jHHWzu7eXp8+e5vLAAwJa+Pj65Ywf3bekyuQFgbg4GBmBrd4dcJElaDXkcAoWb1zecRthl7SpJWmfGBgM9FVhqQm+1u2fczH3XWhVGDTCSJK0zIwdg/PmVPeNm9Q23Fjvhu5IkrSdjA9BTgcU6lPu6e8bNql3rDaiVYdSLYyRJ68yuSoH0Wn9ut27WvuvypaeJWYjaQAzf1W1rOJQIIZDGuKLbrPfefxd7778rt3HFGIkBRpPumnslSVot1SSwq1Lk1YWVHQLdfte9bL/r3vwGBsymGf1JYGvJm1QkSevL2GCgVIBmCyrl7p+za//97Np/f34DA5pt2DHm3CpJWl9C6DSqnji9succ2Ho/B7bmO7c2ZqHcD/3dXdItSdKqGRsM1Mqw0GBFIbc3o3ZdasCuzcFLTyVJ687+aoEXFlYWYAT5770uZZ194a0GGEmS1pvt2zsBtzMzsHlz14+5f+tW7s87JHd2Fh5+uBMOLEnSOrKrUqAd44ouFYf8a9dWjCQBa1dJ0roz0g+91cBCPXYdvgs3Z991oQ6bhrz0VJK0/vTvgADEDMIKjr/k3Tccs05Pc/+O3B4pSdIt0VvthNtemIwMdRm+Czepdm1ATzUwOpDrYyVJuum2lgsUAjSzSDlZO/uuMUZaMbK74r6rNhYTUnTb2hqqDFJkhtZqD+V9FkipUWB7WMEOqSRJq+S+3hKNGFd8o0reJluRe3pL9Bb8668kaX3ZPgqbhwOTc6s9kvdbrEcqJdi7xfAiSdL6s+W+TsNquvIMo1zNX4TRw9C7ZbVHIknSjRkbgJ2bAlNza6tGbLYjIQns27a2xiVJ0vU4VCtSCYGFNFvtobzPpVbKzkqBXQYYSZLWm4EBuO8+uHx5tUfyfu02NJvw0EOrPRJJkm7YoVqR/kJgJl1bPcOXmxmbSwn7q9aukqT1pVgI3LUnMLvYCTVYK2KMLDbgrj1eeipJWn/GjkBtFBbW2NLw4gRUh2HsztUeiSRJNyaEwF17EhabkK2x2nVmoVO7lorWrpKk9WVfpcjWUoHLrbXVMzybRvqSwMFqcbWHIuXK9DHdtnpCkcOhn/nYXlObkdOxxd7Qywjl1R6KJEk37MHeEptKBSbWUEG3mEZKAT7V79wqSVp/SsXAQwcSFhtrazNyYjawZ0tg9+bVHokkSTduy/0wsAvmLqz2SN6VNiFmsOdznWBgSZLWkyQJPHggoZVG2msoZGFiBrYOw8HtTq6SpPXnUK3IHbUiF9fQvmsaI4sZfLa/QilxfpUkrUOf+QwUi7C0tNojedfly7BlCzz88GqPRJKkG7azXODunhKXWulqD+UdMUam04zH+sv0FTwyJ0laf+7em1CrwEJ9tUfyrpkF6O+Bu/c4t0qS1p+eUdj5KCxcWe2RvN/8Zdj5KejdtNojkSTpxt25OzDY06kX14rFBlTLcM9ea1dJ0vrTUwh8ur/MTJqtqSzES62MO3tK7Kl46ak2Fv/GqNvaHYU+qiFhkbXR7NOMGUmAQ0m/t4BKktaloWLCI30lJtprp6C72ErZVy1wqOZNKpKk9enO3YHBXpieX+2RdLTTSCuNPHBHQmLAgiRpHSrVYM/noTEDa6R0Zf4iDOyErQ+s9kgkSerOoZ2BTYOBydnVHklHFiOLDXjoYEK5ZO0qSVp/CqHTSNvIIu01UrxOtDLGioEH+kqrPRRJkrpz992wfz+Mj6/2SDpihIkJ+OxnYXBwtUcjSdINCyHwaH+ZQKCRrY3adTqNDBQCD/eVV3sokiR1ZecY7NsamJhdO3ucV+fgyK6EscG1MyZJkm7Ersc6vcONudUeSUdzHooV2PnYao9EkqTujA4E7tydcHWNzK0AE7OBvVsDO8dWeySSJHXnwb4yg4WEqXRt7Ls2skgEHhsom4WoDcfwXd3WNlFhT+hlMjbXREDgBA22hCq7Qm21hyJJUtc+2V+mvxCYbGerPRSWskgzRj47UKFoMSdJWqeG+wP37O1sRmZr4KDKxauwdThwZLdzqyRp/drxSejZBHPnV3skkDahPg17vwClntUejSRJ3empBB48EJhb6lzastquTMNIf+BOa1dJ0jr2QG+JHZUC5xqrf6l4GiNXWhmf7C8zXLTlUJK0TpVK8MUvwtIS1OurPRq4fBmGhuDRR1d7JJIkde3unhJ7KwXOrIHaNcbIhWbKPT0ldpStXSVJ61MIgYcOdOaxxfrq77vOLUZKRbh/v/uukqT1a/QQbLoLZt7u3Im2mmLsjGPsSOdDkqT16r79gUoJZhdXv3ZdakRihAcPJCSJ9askaX3aXk64v7fEhWZKttrFK3C2kbKnUuCentJqD0XKnd0Euq2FEPhkYYSBUOIqzVUdy2xsUSTwaDJKMfhHU5K0fu2rFPjSYIVLrYzmKgYExhg5VU95oKfMo/3lVRuHJEl5+Ow9CVuHA+NXV3cc80uRNAYefyChp+JGpCRp/erfBod+A5amoLW0umO5egI23Q37v7y645AkaaU+eSRh9+bAuYnVrRfrzchCHT5/X8JIv7WrJGn9Gigm/PpwlWaEuXR1Lz59u5Gyp1rgl4aqqzoOSZJW7POfhwcfhGPHVjdlodmES5fgV34F9u9fvXFIkrRClSTwm6M1igGutla3dj3fzNhUKvAbIzVCcG1YkrR+3bkncO8+GL/KqoYspFnk4jQ8fDDhju3OrZKk9SskcNffh8ogzF9c3bEsXIJyP9z9n0BSWN2xSJK0Evu3BT5xKOHyNLTT1atdsxg5Pwl374W791i7SpLWrxACXxmpsqVU4Fxzdfddp9oZSYC/M1KlarC9NiATPnXbGwsVPlEYZomMRlyd27bbMWOaFveFIXaF2qqMQZKkvIQQ+OXhKodrRU43VmduBbjQyhguBn57rErZYk6StM4N9we++GBCmgXml1ZnMzLLIhevwgN3BO7d69wqSVr/DvwS7HgErh5fvYyFhctQrMI9vwvlvtUZgyRJeemtBn7x4YRSMTI9vzqTa7zWRHvXnsAnDlm7SpLWv0f7OxeNvt1IVy1kYaadkUX4zZEaIyXbDSVJ61ylAr/3ezA8DOPjqzOGGOH4cbj3Xvj1X1+dMUiSlKN7e4o8PlhhvJXSWqXadSHNmE8jXxmpsqNiepEkaX0rJIEvP1Rg02Dg4tXVG8f4ZGDHaODxBxKD7SVJ697oQTj8G7A0Ae366oyh3YCFK3DoKzB2eHXGIElSXkIIfOG+hF2bAuOTq1czXpqC0YFOHV0sWLtKkta3beUCvz5SZSmLLKSrE8DbjpHzzZTPD1R4oLe0KmOQbja74SXg7jDA/tDLpdggvcXNPjFGLsQ6O0KNhwrDbkRKkjaEvkLC74zWqCZwoXnrA3hn2xmzacZXRqrsrhRv+ftLknQz3Ls38MAdgQtXodm+9bXr2SuBraOBX3gwITHYXpK0ARTKcPfvQs8YTJ++9e/fXID5i3DgV2DT3bf+/SVJuhkObA986kjClVmoN299yML4JAz32UQrSdo4khD4rdEqO8sFTtZT4i3ua2pkkbPNlM8MlHm4zyZaSdIGcccd8Hf+DkxNwezsrX//8+ehr68TAtzTc+vfX5KknIUQ+LXhKgeqRU7U27f88phWjJyqpzzcX+JzA+Vb+t6SJN0sowOBLz6Q0EoDswu3ft/16lwEIr/wUMJAj/uukqSN4cCvwJYHYPIYZLf4yGuWwuRbsOVeOPBrt/a9JUm6Wfp7ls+aRiZnb33tOrsYabQCj9+fsGnQ2lWStDF8ZqDMJ/pKnGqktLJbnydxot7mQLXIr49UzULUhmX4rgQUQ8LnC5vYllQ5H5duWQBvjJFx6gyHMl8obKIWvGFbkrRxHKkV+Z3RGgtZ5HLr1u1GzqcZZ5spXxyo8PhA5Za9ryRJN1uSBH7p4YTDuwJvX4bWLQrgjTFybgL6avDrjyYM9blQKknaOIb3wf3/aefzmTO37n1bS3D1OOz5PBz5LXAfUpK0UYTQaWK9f3/g3AQ0Wreu2efi1UiSwK99MmHriJOrJGnj2FQq8L/b1ENvIXC6cesCeJtZ5Hi9zUO9JX5ntEZi8SpJ2kh+5Vfgy1+G06dhfv7Wve+FC7C0BP/gH8Cdd96695Uk6SYbKCb87zf3sKlY4MQtvDymHSPHltoc6Snye2M1itaukqQN5P47Ap+5O3BlFuaWbt2+6/R8ZGYBHr8/4a7dzq2SpI2jWIUHfx+G98PE67cugDdmMPlGp2f5wf8MSrVb876SJN0Kh3cFvvRAwtxSYHr+1tWu80uRKzPw6bsDDx20dpUkbRzFEPjdsR7u6inyVr1N+xZmIR6vp4wVC/zDTT0MFo0n1cblf93SNYOhxC8WtrD1WgBvO2Y39f2yGBmPdQYp8eXCFraE6k19P0mSbrUQAl8arPDbI1Vm08iF5s3fjZxtZ7zdSPn8YIXf3dRDKXGxVJK0sfT3BH7nswUObg+cvgzNmxxiFGPk7JVAtQy/+emEA9tdSpIkbTy7PwMP/KNOE+3UKbjZ+5HNeZh8C3Z9Gh76JzbRSpI2nmo58JuPFbh7b+DsZVhq3vzadXwyEoGvfKrAPfusXSVJG889vSX+D5t7qCSBk7cgxKieRY7V29zTU+Ifbe5lwCZaSdJGUy7DP/7H8MUvwqlTMDt789/z3DmYm+sE7375yzf//SRJusXuqBb5P27pYaSYcKzeJrvJtWszi7y51L72vr2MlQo39f0kSbrVCkngyw8lfPquhMvTMLNw80MWrs5FphYCX7g/4Qv3JQSD7SVJG8zATnjk/wxDe64F8LZv7vtlKVx5rfO+n/gvYHDXzX0/SZJutRACn70n4fH7A9MLgcnZm1+7zi5GLk3DY3cm/NLDCQXzJCRJG8xoKeH3N/dyqFbkzaU2zezmzq9ZjByrpwwVE/7xlh4O1oo39f2k1RbirbpOWFonpmKTb6eXOBeXGKFMX8h/IliMKROxweakwi8kncBfSZI2qhgj351p8PXJJeoZ7KsUcg/FzWLkXDOlnsEXByv8/bEaFRdKJUkb2MxC5Bs/SnnjTGSkH4b7yL3BdakZGZ+AscHQCd7dYbiCJGljO/MkvPivoT4NI3dAMedl2xhh7jzUZ2DP5+DB/wzKvfm+hyRJa8lCPfLnP0l56WRkoAZjg/nXro1W5PwEDPTAVx4tcK/Bu5KkDe7lhRb/9vIil1speytFegr5zq0xRi63MibbGQ/1lvlHW3oYMnhXkrSR1evwr/81fOc70NsLu3ZBkvPc12zCiRPQ0wP/8B92gncNL5IkbWDHltr8q8sLnG2k7K4U6C/kX1dOtjIuNFPu7i3y+5t72VI2eFeStHG108h3Xsj40auRJES2j0KS83mZNIucnwgkSeTx+xM+f2+S+3tIkrSWzJyBZ/4AJt6Awd1QG87/PerTMPM2jBx6N/BXkqSNKssiT76a8b0XM9IssH00Usy5rynLIheuQjsLfPquwC8+nOT+HpIkrSVXWin/66VFXllssa1UYLSU/77rfJrxdiNlZ6XAP9rcw+FaKff3kNYaw3elD7AY2zybTvFqnCElsoUqhRwaXbMYuUKDlMiRMMAnCyMMBicbSdLGF2Pk9aU2X59c4q2lNltzLOqWC7mtpQK/MVLl0wPlXOZtSZLWunoz8qOjGT8+mlFvws4xKBVXPgfG2Ln5c7EBd+8J/OJDBTYPO7dKkm4Pk8fg1T+Ciy9Czxj0bc0nA6G1BFePQ88oHPlt2P8LUCiv/LmSJK11rXbkqTcynnglY3axU7tWSvnUrhOzMLsIh3Z2atedm6xdJUm3h3ONlK9PLvHCQov+JLC9nOQScN/IIqcabfqShF8aqvDl4So1wxUkSbeDdht++EP42tfgwgXYvx/6+vJ59uXLcPEi3H03/N7vdf4pSdJt4HIr5ZuTdZ6aa1IJsKtSIMmhdm3FyOl6SinA44MVfm2kelPCfSVJWmuyLPLq6ch3X8i4eDWydQT6avms384uRi5Pw86xwJcfSji8K+R+qaokSWvR0hS8/jU49V0gwPB+SHK42yVLYeokEGHv43DX34PayMqfK0nSWhdj5K1zkW8/n3H2cmTTEAz25lNfLtQj41dh63DgSw8k3LsveGmMJOm2MJ9m/M1Une9ON2hE2FcpUMphDsxi5GwzpZHBJ/vK/NZo1QtPddswfFf6EDFG3o6L/CSb5FKsUyZhiBKVcOMTRCtmTNNiiZQRyjxaGOVg6MuleUiSpPVkuaj73kyD+TQyWkwYKyU3HJYbY2Q6jVxupSQEPtFX4rdGa2y1kJMk3YZOX4x86/mUkxcipQKMDUJP5cbrzXYamZyFuSUY6Q88fn/CQweDt39Kkm477Toc/xt46y9g6SrURqFvCyTFG3tOjNCYhfkLnc+3PQj3/AMY2nNzxi1J0lo2Phn5j8+lHDsXCSEwNhDprXLDhzbTLHJ1FmYWYaAHPndvwqeOJJRzCPSVJGk9aWWRJ2ab/OVUnSutlKFCwuZS0lVD7XyacbGZ0YqRO3tK/M5ojYO1GyyCJUnaCMbH4atfhaefhjSFbdtgaOjGb2hL007o7sQEDAzAL/8y/MZvQG/vTRm2JElrVRojT801+bOrdcabKf2FhC2lhEoXtetiGrnYSqlnkTuqRX5ntMbdPUWDASVJt53p+ch3Xsh46WRGuw0j/TDYe+P7rlmMTM/D1DxUS/DwoYQv3JfQ3+PcKkm6vcQI48/A0T/uBOaW+6BvG5RqN/6sdh3mxqE5D8P74K6/Dzs+deNLzJIkrXfzS5EfvJzx7FsZ9SYM98FQHzecsRRjZHYRJuegWAjcv78TvDvc7+QqSbq9xBh5banNNyaXOLbUppIEtpUK9HSRAdHMIpdaGTNpxrZSgb8zWuWx/vIN5z5J65nhu9LHWIxtTsQFXs9muZTVyYj0hCJVEqp88O3bWYw0yFgiZSmmEGAsVDgS+jmY9NEfSqvwm0iStDbEGDlRT3l6rsmz800m2pFaAv2FQF+SUE0+uPGnkUXm08h8ljGfRgYKCff0FPlUf5n7eksWcpKk21q9GXnt7cgLxzPOXI4029BXhZ4K1Cp8YIBuFiP1JizWYb4eyLLI5qHAA3cE7tmXMDbo3CpJur1Nn4azP4EzT8L8RSiUoToI5X4o9XxwM2za7DTNNuagMdNpwt10N+z5PGx/uPMMSZJuV6125LUzkZeOZ5y6FFlqXKtdr9WvH1S7xuXatQHzdWinMDrQaaC9Z1/CthFrV0nS7e1CM+XZuSY/nmtyoZVSJHT2XQuBniR8YF9TK0YW0s7e62yaUU0CB6tFPj1Q5sG+MrUuQpAkSdow2m144QV48kl46SWYmYHBQejvh74+qFR+/jUxwtISzM3B7CzU67B5Mzz2WOfj4MFb/3tIkrSGTLRSnp1v8aPZBuebGcTIQDGhrxDo/ZDaNY3XeobTyGwaKQXYVy3w6YEKD/eV6C8kq/CbSJK0NmRZ5MSFyEsnIm+ey5hbhFoZeq/tu5aKP38mJ8ZOb/FiHRYaUG92Qnvv2p1w7/7Avq3BUHtJ0m2tPg3nfgqnfwDTpyBL3+0ZLvdBUvj512QptBau9QxPQyjA4B7Y+zjsfBRqw7f4l5AkaQ2JMfL2JXj5VMbR0xkzC53LX3qv9Q2XP6R2baWd2nWx0fnor8GhXQn37Qsc3BFI7GuSJN3G5tOM5+db/GiuwcmllGaEwWs9w72FQPFDshAXruU1zaWRCOwoJzzWX+aR/jKbSh9Q8EobnOG70nVKY+RcXORENs84dRZimzoZH/hHKECVAjUKbA1VDiR97A49lIINPpIkvdfVVsZLCy2eX2gy3kiZzyL1LJIEiDEQgRAiMUIpdAq+sVLCvT0lHu4rs6Oc2OAjSdJ7pFnk7GV49XTGyQuRucXIYgOy2AkIfG8JG4BKGXqrgR1jcNeehMM7A9Wyc6skSe9Vn4ELz8P5p2Hm7U6TbHuJzmT6M8vDoQCVfugZgy33w45PwvD+Dw7qlSTpdhVj5NwEvPZ2xvHzkZmFa7VrBlyrXZenzkin2bZWge2j4Z3atbfm5CpJ0nstpBmvLLZ5bq7J242UuTRjKXtv0dopYiNQCNCXJAyXAkeqJR7uL3Og+sEXkEuSdNuKEc6cgaee6oTwXr7cCddttz/456vVTkDvrl3wyCPw8MMwMnJrxyxJ0hpXzyKvLrZ4br7JqXrKbDtjKVveco28W7sGkgB9SWCgGDhcK/KJvjKHasUPPDAqSdLt7MpM5LW3M948G7k629l3baXv7rfCu+1N5WJn33XTYODI7oQ7dwdG+p1bJUl6r7QJl1+Fc0/B5JudHuLm3Af/bAhQ6oXqEIwegh2fgi33QqF8S4csSdKaNzUXef1M5PUzGRMzndq1eW3b9Wfr12IBeiswMhA4tLPTN7x5yNpVkqT3SmPkraU2z823eHOpxXS7E7DbaRt+d9+1I9CTQH8xYX+1wEO9Ze7tLVE10F63McN3pS5kMTJLi+nYYoYWrZiRAQlQJKE/FBkOZQYpUbC5R5Kk67KYRi61Ui42M2bSjHbstNAWQ6A3CWwpJ2wrFegveKO2JEnXI8siMwswMRuZnOX/38697LQNRWEY/e3YXEKBplwEvP+zEYRKqwApkPjSgVGrzjKohDhaa3Ikj85sa8v2l8026YekrqeXkF+PkvPTKt+Ok7YxWwFgF91r8rRMnpfJy4+k3ybjkMzapJ0nX66T4+vkYCG4CwC7GMcxj7+S76tpd33bJl0/zdFmlpzMp58/z06SvdZwBYBdbIYx99shy02fn92Q7Zj0GdOkymFd5XKvzlU7y6KpBHcBYBfjmKxWye1tslwm6/UU4a2qpGmSxSK5uUmur5PDw4++LQB8Ct047a53mz4P3ZDN8Hd33a+Ti3aWq706501tdwWAHa1fx3xf5U/IqB+m57M6OTp4f+96msz3zVYA2MXQJ+v75Ol2OvtNMnRJ3UyB3aPL5PhmOuvZR98WAD6Hl7f33fVxzPPLv7vrfD85O61ycZLMD6InAQA7GMYxD92Qu82Q+22ftyHpMmaWKm2VnLXTN8OXbZ1WcBeSiO8CAAAAAAAAAAAAAAAAAAAAAAAAAABQoPqjLwAAAAAAAAA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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "children = get_refinement_tree_node_children(m_refined)\n", + "print(len(children))\n", + "draw_molecules(children, [\"\" for _ in range(len(children))], highlight=PARTITION)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A lot of `children` (i.e., refinement-tree-nodes) are automorphisms and would unnecessarily bloat the refinement-tree.\n", + "We need to prune redundant / automorphic refinement-tree-nodes from each level of the refinement-tree. See `filter_out_automorphisms`." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Uw29s34jTEpH7lAQpskaCQX/eyHXdDT4TERERWSvBYJBMJrPRpyHyzFNgK7JGAoEAgAY7ERGRLSwQCGisF9kEFNiKrJH5FVsNdiIiIltXMBhUdpbIJqDAVmSNKBVZRERk61MqssjmoMBWZI0oFVlERGTrUyqyyOagwFZkjSgVWUREZOtTKrLI5qDAVmSNOI6DMUaDnYiIyBamVGSRzUGBrcgaMcYoPUlERGSL01gvsjkosBVZQ5rFFRER2dqUiiyyOSiwFVlDGuxERES2Nk1ii2wOCmxF1pDSk0RERLY2jfUim4MCW5E1pFlcERGRrU3ZWSKbgwJbkTWkwU5ERGRr0yS2yOagwFZkDSk9SUREZGvTWC+yOSiwFVlDmsUVERHZ2pSdJbI5KLAVWUMa7ERERLY2TWKLbA4KbEXWkNKTREREtjaN9SKbgwJbkTWkWVwREZGtTdlZIpuDAluRNaTBTkREZGsLBoN4nofneRt9KiLPNAW2ImtI6UkiIiJbWyAQANB4L7LBFNiKrCGlIouIiGxtwWAQQBlaIhtMga3IGlIqsoiIyNY2H9hqIltkYymwFVlDSkUWERHZ2pSKLLI5KLAVWUNKRRYREdnalIossjkosBVZQ0pFFhER2dqUiiyyOSiwFVlDSkUWERHZ2pSKLLI5KLAVWUNKRRYREdnalIossjkosBVZQ/OpyNbajT4VERERWQNKRRbZHBTYiqyh+fQkzeKKiIhsTUpFFtkcFNiKrCHN4oqIiGxtSkUW2RwU2IqsIQ12IiIiW5smsUU2BwW2ImtI6UkiIiJbm8Z6kc1Bga3IGtIsroiIyNZmjCEQCCg7S2SDKbAVWUNKRRYREdn61N5PZOMpsBVZQ0pPEhER2foCgYDGepENpsBWZA0pFVlERGTrm+9bLyIbR4GtyBpSKrKIiMjWp1RkkY2nwFZkDSkVWUREZOtTKrLIxlNgK7KGlIosIiKy9SkVWWTjKbAVWUNKRRYREdn6lIossvEU2IqsIaUii4iIbH1KRRbZeApsRdaQ4zgYYzTYiYiIbGFasRXZeApsRdaQMUb7bkRERLY4jfUiG0+BrcgaU3qSiIjI1qaxXmTjKbAVWWNKTxIREdnaNNaLbDwFtiJrTOlJIiIiW5vGepGNp8BWZI0pPUlERGRr01gvsvEU2IqsMaUniYiIbG0a60U2XnCjT0Bkq1N6kmxm8aRldApGpy3jM5BIWTIZCAQgGobSQkNliaGyGAqifqVvERF5mMZ62czSGcvYNIxOWUan/bE/7YJjIBSA4gJDZQlUFBtKC8BxcnOsV2ArssacQICUm8Faq6BANoV40nKnz3Klw2NwzDKXhNT9hQYDzF+mnvX/HwxAfgSqSw2HtjvsaTIU5etaFhGZ5wQcMhrrZRPJuJauYcu1Dkv7oCWWsCRS/tceHOutBXv/1/kRKMk3HGg17Gt2qC7NrQltY621G30SIlvFjE0zZlNM2jSjNsk9klz98SaBYJBdO3YQMg5VRKg0EcpMmHITpsSENvq05RkxPmO50u5xuc0yOmUJBAzFeZb8KISDTx68UhnLXAJm4n4AXFZoOLTdcGSHQ2157gx4IiKrIWMzxOwsceLEvBgzTNMz0M3A4ADHjh3DMQ555FNkisgz+eSZfAooyKkAQXJXImW51mm53ObRO2JxPSjOg/yon4nlPOE6zLiWeBJmEzAbh6J82NXgj/W7G01OXL8KbEVWyLOWfhvnrjdDh40Rsxks/o0jikNHWzsOhu07d+BhSeDh3Z/RzcOh1RSyyymk0eQRNNr2LqvP9SxX2i1nr3gMT1iK86GiGIKB5Q9SrmeZmIHJGJQUwPGDDi/vcQgFN/+AJyKSLWstc8wx5o1wzxsmYeN4xl/qCpogo/dGGejr5+ixo1ggQwbPemAsQYIUmmJqnFrKTQUhTWjLGuketnxy0aVj0BIKQlUJRMPLH5+ttczMweg0hIJwbJfDicMOJQWbe6xXKrJIljxrabezXPGmGPLiZLAUmxB1Jo/AA7NagymL52YoM+Gf3mz898fIcNOb5kc7TbWJctApYY8peuJsmshyjU9bPr3scrUDwkHLjrqV7Z0JOPP7cCwjU/Drbzw6BizvPB+grkLXrYhsPTN2mn63lwk7QdqmCJkwBaYQBwdz/3467U6Tns0QJX8hxRPjBwgZMkzbSSbdCfLIo9qppd5pUIArqyaRsly44XHhpkc8CY1VEF7BhLMxhuICKC6AmTn/2N3DlrePOuxr3ryrtwpsRbIwY9N8445zy04DUG7CRE3gsa91HIdMOv3o7xtDESGKTIiU9RizST51h+k2MV4JVDwcCItkoX/U8t++cOkftdSVQ0F09QYiYwzVpVCSb7nZaxmadPnVaw67G5V1ICJbg2tdBrx++r1eUjZJnskn3+Q/9qHecRx/r+LP9tgaYwgRIkQJnvVIEKfL62DCjtHstFJqyjZtkCC5IRa3/PcLLtc7LaWFUFOzuvtii/IN+VHL4Bj8l3MuJ484vHnQ2ZQFpvQEIrIM1lravFn+uzvAVW+KUkLUm7wnBrXgD3beUzL+w8ahxkSpIMyP3gx/lennpjeNdgpItnrvWf7LOZfBccv22tUNah8UCRt21MLsHPzX8y63erw1+RwRkfU0a2e56V6n02sDoMSUEjGRJwYMjuM/Ulv75HugYxzyTQEllDBjZ7jlXqfL7SBj1SZIsjMbt/z5eZerHZaGSr+q8VpMlAQcQ2OV3x3hk0uWz37w8LzN94yqwFZkiay1XLNTfOIOMW3TNJk88s3Tkx4cY/C8pT3sR02AJpNHAo/T7j2+9yaeGhSL/NzQuL9SOzJlaalZ+7L9xhiaqvxqi399waNtQMGtiOSuaW+KHzM3mfDGKaL4iau0DzL3A9uljPeOcSgxJQQJ0WO7aXNvk7aPZnaJLCaetPzVBZdb3Zbm6uz20i5XeZGhrMBy7orli+vepluAUWArsgTzQe35zChBHGpNdMn7YB3HWXJgC36QUGUi5BPgK2+M773xTXfjkM0rkbL8+huXwQlLS/WTqx+uNmMMjZV+5eQPv/GYiumaFZHcM+1Ncdu9RdzOUWJKCCySkfUgZxmB7byoiVJEIcN2mLvuba3cypJZa/n8msfVTsu2KgiH1i8tuLTQUJRnOXPF427/5hrrc2KPrbWWqRiMTlvGpyGZBtfzmwoHA1BSCJXFJusqnyJPc8fO8qU7Stg4lC9z76vjONhlDHTzSkwILHzjjRPB4XCgbNnHkGfP17f8gWZb9fo3WJ9fue0YhDM/ePzBa472jsmyxBKWsWkYnfL7K2dcv7diwIHCPD/NLtsqnyJPE7Mx7nq3SdgExaZ4WfevhcB2mRPRQROiyBYxYu8RcAPsCjyHow4J8hTtg5ZvbnlUFftbgtZbRbGhaxg+veTRUGEoyNsc9+RNG9h6nqV3BG50e3QMWqZifm8l1/ObClt++j9AXhjyo4aGStjX7PBco9HAJ6ti0qb4yh0FWHZQC3560nJmcB9UYkJkrMe33gR1Th7VJprVceTZ0HPP8uV1j9LClVVDXImAY6gts1y667GrwbC/RfdhWdzolOVmt8ftPsvYtB/QpjP+GP8gi99vOT8KVSWGvdsc9jQZyop0jcnKedajy+1g1pul1JQue1JuPjsmm/E+aIIU2kLu2SGKbQl1pn7Zx5Bnx1zS8ulFj1TaUF+xcefRWGnpHILPr3m89+LmmMjedIFtMm251eM3Fe4etiRTUJAH+RGoKHr8iqxnLYmk/xd9o8twrdOlusRwZIfhQKtDZcnG/0FLbvKs5St3jIn7e2qzsdxU5J8rJ0yfjfOVO8YHgTpCmsmVx/A8y9kfXGIJaK3d2HMpyjdMxfxV250Nhsg6pkhJbvA8S/ug5WqH5cdej5k5f4K6IAo1pX4A+/OHJGstqTTEktAzbLnT53K2APa3OBxqdWhe5Uqg8mwZsgOM2VGKTFFW11E2qcgPCpkQQRuk1+2mxJSQbwqyOo5sfd/f9uga9mtoPDoFuH6CAUNVieW72x4HWhyaqjfsVH46p40+gQf13PObCrcPWIIBP7V4KZU8HWPIj/qzuJUl/kzv+Izlo+8t3962nDjscGyXUZqyLNuPdoa7dpaqRSohPs1SqiIvxhhDDVE6bYxr3iTHAuVZH0u2rr5R6Biy1JRtjof7mjJL7yjc7bMcaN3485HNYypmOX3Z44d2j3QGyouguu7p160xhkgYImH/PZ5nmYzBVzc8Lrd5vLDb4a1DDoWbJCVOckfMztLr9hAiRHAJRSEfZ6Eq8gomsvMpYNJO0uV2siewTynJ8ohEynK5zVIQ3RzbL0sKYGwarnV5NFUvbT/6WtoUgW0iZfn6pscXNzzmFpoKQ7azEKGgoaYMqkstw5N+b6e7/YZ3jgWoLtv4i0ByQ8p6XPYmCGHIW2LxiMdZTlXkJwkbhwIb5AdviuecYgqyHHhl67re5fkZLk+ZDEwl47TdvMDEaC+TY4O4rl+Js2n7YY6++gePvH5ybIDb1z5nfKQX101TUFhKQ8shdu59FSfw5H8XoaDBAX5o99jfsnmbucv68TzLjW7LZ5c9hsYttWWsKAh1HEN5kR/kTsUs5696dA1ZfnHMYXejrjlZugF3gKRNUGJKsz7GcqoiP/EYxlBEIeN2lEk7QbnZwDxT2ZTa+i33Ji2NlYu/br3GemMMJYWWa52WNw5YivM39r674U/H03N+qeqbXX5T4dZVTCUyxlBbBvGU5XqnZWjc5fdfc9jVoBkwebpuG2PUpqglsqLjzBeP+nnT9uUqJUQ/cTptjAOmZEXnJFvL9Jw/qJQUPv218dgUbTe/XNJx7w228+3ZP8Xz3IXfm5ka5ccrpxm718XLJ/7RwirF41SU+IWk+kf9CUt5dmVcP6D98rrFMX5v5dUsblZSYCiIWgbG4E/PuJw84vDGAWfdC6hJ7knYOGN2hKiJrmiMXmkq8rygCeF5lnveMGWmXBM0ssBayw/tHgZD6CkR3HqO9eWFfsbYjz2Wl/Y8w4HtVMzyF5+73On3S1Wv1T6svLBhe51fjOovPnf51euwd5uCW3kyay0/ejMYIJhFKtDk8Ag/XvieiYFhRoeGGRwYYOLbm5TVVtF69ADNB/cu+5iOMYSswy1vmr2mmIAGO7mvd8QyNTu/32ZxTiBARfU2yiqbSCVi9HT88NjXZTJpfvjqrxcGul0HjlNaVsuPV88yMzXCyGAH3Xe/p/W5l574WYVRuDfhn19jla7XZ1XGtfzmO48vb3hUFvtB6FoIBgzbqv20uI8vWlIZj1NHFNzK4sa8MZIkKaV0+e8dHuPyhR8YGRhhZnqWjrYOrm+7wbbWJvYe3cOug7uyOqc8k8eEHSfOHPlor634puf8bZtlRfC0rNb1HOsdxxAOWu72e7y0Z2Pjqw379Fjc8pdf+EFtS/XaBbXz5ttQJFLwVxc82vpXNqMmW9sISfrsHGWEsnr/5PAo3dduMT02TjqVwlpLYm6O4a5evv7Lj7j5xTdZHbeMEMNeggEbz+r9sjWNTvkVY5fyAF9UUsXr7/xT9h19m9LKJ1feHO6/QyI+A0B13Q72Hj5J3ba9HH7l9xZe03X34qKfZYzBcQxD45urz52sH9ezfHrJD2qrS9YuqH1QRbGhtMBy9orl/HVPfcDliTzrcc8OESKY1cro2PAYd6/dZXJsknRyfqxP0N/Vz6d/+RmXvriU1XmFCZOyKca80azeL1vTyP02aAVLaJCxnmM9+EV+B8chndnY++2GBLaeZ/n4osePvZbmKn8v1nowxtBYCbEE/M3XHhMzGuzk8UZskiQeeWS3tzaSF2XHsYO8/Kv3efWPfo+db75EecNPpWrvfns5u+OaABksIzaZ1ftlaxoY9Qitcs2G8ZHehZ+XVTUt/Ly0vB7H8T9sZmqEVHLxSZb8iKVv1OJ5ut8+i660W768Yaks9qtlr5fSQkNRnuXMD/6zhsjjxJkjbueIkF0rvUhelL3H9vL2r07xe//4dzny5mEq637a/Hjt2+tZHdcYQ9AEmLSTWb1ftqaxKb/t6WoWjVq1sT76Ux/yjbQhge3NbsulNs8v6b/ObSCMMTRVWoYmLKd/8PSwJY814aXAZr/fu25XKy/87ju0HNpLTes2KloaOfzLtxa+nkmlsz43xxhGFdjKfRnXMjDuz5auprnZyYWfR6L5Cz93HIdQ+KfWV3OxSRaTF4HpmGUqtrrnJ5vf2LQfWIYCdl1Wan+uotjgeYZPL3nMzGmsl0fFbZwMLsEsd+Y179rGid99i92HdtO0Yxt1LXW8ePL5ha+nVzDWBwkxZ+fI2EzWx5CtZXjCsto7K1ZrrI+GIZHy+5JvpHUPbKdifgEJx6zv7O2DHMdQXw6X2/yCKyIPstYySILIKpXZNxhSc3Hav7+68HvVzY1ZHy+PAMMkV9RCSLaOeBKSKUs4u6z5J3IzqYWfz8/a/vRr54HXLf7gFglBKgNzmot5prie5bNLLiNTltoN7FDWUGnpH7Wcu6qUZHlU3M6tuLDjTyypRJLbV+4s/E5985NTQJ8mRIgMaeJo65H4JmbtU4tGLddqjfXO/X9DGz3Wr3vxqC9veAyMWbbXrfcnP6wgapic9Vdtd9YbCtT3Tu5L4jFt00SzTEN+0Kf/9j8z0NHF4OAg9fX1RCIR6na28OLv/zLrY0ZxmLMZZshQkuUeYNk6XA88y6rN4s7MzuK5HoFgeOH3HqyU6P/6pxoFgeDi16Bj/PNzVdbgmXKr23K1E+rLf3rg2QgBx1Bdavn+jseebYad9Rrr5SezdpbAKkxi/7d/+5cM9w/T09NDSUkppaUlbNu5jRO/fyLrYwYI4JIhYeMUmaIVn6PkvrS7emN9KpVmcnJy1cb6eRs91q9rYDsVs1zt8Cgv8gebjVZbDl3Dltt9lmO7Nv58ZHNI45HBkr9KCQ0LM8H3Z4WN46xo5SCAwcWSQpGCrJ5MxuX2nTsMDg5SWVlJfmHpwteS8Z/yiD3PI5WcW/h1fkEpi9Ea2bPHWn+7EUD+U/oqr4fifMPolOVqh2Vn9gtosgWlSeGswiT2PGMM1t/H5Pe1XcFYb4wBa3Bxn/5ieSasSl6BtfT19dPZ1YnjOBTmFy98bSVj/WaxroHtrR7L5Cxsr336ax9nfLSP9psXmBjtJ5mI4TgB8gtLqW3aw859rxEKLW+TWcAxhAKWy20eh3eYTRFsy8Zz/WEJswq3kGMfnKLt9h3MzR9xx6ZJp1P0324nPj3LO//zn2R1TAeDZy2uQgYBAs5Pq6LZsNYyMzPL7N07bDM17Ny5k4b6egZ6oPP2twCMj/5UXGJyrB9r/aClqKSKcCTvscf96fj++QXUYe2Z0TcKnUN+wahsHsVWe6wHKC+CH3s8RqccKks01ovPw65KsPDm77zJ4OAgF7+9xL2ueyTiCbpudxKbnuXv/89/L/sDW/A0iS33BQPZj/UA8USC9rZ2ptNl1NfV09rayr2B23Tf/R5Y2VgP/t1+o8f6dQtsM67l8l2PvHB2TdlHhjr5+vR/XPhDBnBdj5mpEWamRhgd6uCNd//5svdJVJX4PaG6hy3b6zTYiR/QGla20mStZWx8jLaeLpLGY98rzzMzM8N3//GvKCwowHNdZsYmKKooW/6xud9GZQXnJ1tHXgSiYUMyvbQrNpNJc2/gLgADve0MDg6SSqVo2FZJU30RjjtFPFZATcNuonlFJOIzjAx2cOuH05SW1/Hj1bMLx2rZ9fwTPuUnyTSEQ0trTyBbw40uj3jST0NerrUa60sKoH0QbnZ7vHlolUuIS84ymBVPEcfm5ugf7mNiapL9x/ay68Au/vbf/S3RSNRP9xybpLSiNNsTXJVJdtkayooMt/uWP9aPDPdyb2SEuViMyto8GmoKKIimSSdnV22s96y/KLTRY/26BbaDYzA0Yakqye79XXe+WxjoKmta2LnvNWKzE9y4+DGe5zIx2s/U+CClFcvLM8qL+A+EXUMbv+9XNocABof76URZmIvPcfvWbaampygrL+fQwYPk5+eTiMe5++tzTIyNMTMzQ8fdNvaXHiUYWN4/Qw+Lc/88RYIBQ1053OpZ2utTiRhfn/0zJsbHicVihCMR6urqCDlJrnz13wE48srvs23HEY68+vt8e/ZP8TyXuze+eOg4VXXbad71wlM/by7p9y4tKVjudya5KONabnZbivOzqyq/VmO9MYb8iOVmj+X4wdUqFiS5zsHJeqzPuC7td9sYGh4mGo1y8OABKioqSKVSfPPhN4yNjDEwMMCNazc49vIx8vKevuL1+HPUtSq+mlKz5Oz2VCLGd5//OVNT00xNTeI4DpWVlRRELbcufgis7lifSEJemA3PiFm3wHZ02pLK+BUys5FOJRZ+vn3vK1TX7wSgt/0HJscHAb/RdjYiIegbVVqn+PIJkGcCxK3Lcp7FXdelu7ub3r4+bv7taXYd2k9RcQUzQyOMxOZo+/4KRYWF5OflEZuLMTY7zTdff0PTtm001NcTCCxtFSGJRxiHwvWv/SabVEOlw9XOp+/D8qylr7+f/r5+jGOoqKyksLDwiY9N1XU7eOPdf8bta58zPtKL66YpKCyloeUQO/e++lDFxCeJJw0HWowCiWfE+LTfy7A4/+mvfZy1HOsLojAxY5mNQ1GW5ydbSz4FTNjxZWXMWwvD94bpaO/g9H89w659uzh4dD/xqTh3B+5y/fsb5EWiNDQ0EE/EcY3Lt99+R21dLS3NzUQiS0ul96yHsYZwlj12ZeupLPFTfTOufWov2/HxCfr7+8lkXIqLiyktLXnimL0aY/1c0q+pUFH81JeuqXV7Mh6Z9PcxZPtwU1HTwuhwFwAdt77GcQLEZsaZnrwHQFFJJaVl2S255kf83lCptF33vrqy+TjGUE2EH5lZ0uuttYyMjNDe3k46naZ52zam6usZ6+hlrKP3kdcHAgFO/uGvaDq0l+7ubjo7Oujr66N52zbq6uqeegNJ4FJn8ogYpdOJr6IEjPFbrDypVsD4+AR32+6SiCd47w//77S2tBIMPv0aKq2o5+UTf5zVeVlr8SzUlClx/lkxOm2ZS0JNaXbvX8uxPi8CkzEYm1ZgK74CpwAsS275MzM7S9vdu0xNTVNVXUVDQwPj/WOc6//8kdcaA7/8u++y99heBgb66enpZXhomPr6OrY1NxMOLb7SkyZNyATJN9mt9MrWU1liyI9ALMETs6Dm4nHa2toYHxvn9ff/NTt37qQg/+k3vJWM9QCxJOyt4akB91pbt8C2d8RmvVoLsHPfa8RjU/R2XGF0uGth4ANobD3E/mPv4Cxxxevn8iMwPuMPdnUV2Z+jbB2VJoLnTT91Fnc2Nkvb3TYmJyeprKpi544dRKNR0q+9yMCdDqZHxkjG41hrySsspLKpnh3PH6Lqfh/b3bt307Stia6ubu62tdHb20tLSws1NTVPHGTT1qPWLL94imxd26oMpQWGiRlL5c+2e8wXixgdHaW0tJQD+w9QULA+T/Wzcf/+2lyjCcNnxeiU//9samnA2o714aAh41pGpiwttbomBfLIw7EOnvEILFIdOZ1O09nZyeDgIPn5BRw+cpiy0lK8WY+uO11MjEySiCew1lJQmE9tUy37nt+70Me2qamJuvp6+vr66OvtZXBwiIbGBpqamggFH/8oniFN1OQRRuO9+Irz/fH0Zvejga3renT3dNPb20skHGH/gf1UVlauSyK761kyLuxs2PhJ7HUJbD3PMjGbfRoy+E2DC4vLCYWjD5WfBhgZ7GBitI/axueyOnYk7Bc4mYlb6rSXQYByE8Yxhoz1CD6mx106k6arq5v+/n7y8/I4dPgQ5WU/VUrZ9dJRdr10dEmflRfNY++ePWzb1kRXZxc//vgjPT09tLS2UFVZ9VCA61mLNVDuaKCTnxTlGw62Gs5dtVQU+ysPrufR09NDb08voVCIffv3UVVVta53uNFpw75mqMuiiJDkpuk5u6I+i2s51s+bja/o7bKF5Jt8QiZEihR5PLoyaq1lYHCQrs5OrIUdO3ZQX9+wMHFz8KUDHHzpwJI+KxgI0NLcTENDA709PfT39THQP0DTtiYaGxoe2Y6UthmqTLG2ccgCYwxHdjjc7HZJZfzJOguM3Hswa7CZpm1NBJaQPrxaJmagrNCwt2njr9V1CWxdzw9uV/JnfOfa59y+dg6A1udeYsf+44wO93Hr4q9JJmb5/vxfcOr3/tVDvReXyuDvmdjopsKyedSbPMpNmEmbpvKB2VJrLUNDQ3R0dOB5Hju2b6ehoWFJ+w+epiC/gP379zMzO0NnZxc3b9yksLCQ1tZWysvLMcYwRZpiQjQqNUl+5kCLw7e3PWJJiM+M0tbeRiqVoqmpieZtzQTWuQZ/KuPXLTiyI6AHs2dIMu2nYGbr52P9nsMn6evu4PaVD1c81sP8WK+aGuILmTDlpoJBb4C8n42rU1NT3L3bxuzsLLV1tWzfvv2p6cNL+sxgkO3bt9PY2Eh3Tw/dXV309/Wxbds26uvrcRwH12ZwjKHcURqhPGxng6GmzDA2bSmKxB7IGqxk546dRKPru/BhrWUyBicOG4ryN36sz5nqM91tlxZ+vvvAcUbGJunoGiKeiZBOjhGJRBgeuEvr7heXfWxjDBi7kj7assWEjcMeU8R5O7qw92Z6Zpq7d9uYmZ6mpraW7dtbiYRX/wZSVFjEoYMHmZqaoqOzk2vXrlFcUkJLazOzxVFecMooMDnzT1fWSWMV1BTNcf7SCMS7qaysYOfhneTlbUzhkeEJQ12FPwiLLNXPx/pU2qW7/x7Tcw6ZuRgFBflZj/Xw00S2yLwqp5phb4iMTRM0IZKpFB3t7QwP36O4uIhjx45SXLz6FXHC4TC7du6kqbGRru5u2ts76O3to7mlmcLqAgoCRZSa5bcElK0tEjIcaE7z7z8aIzl1l8L86P2swY25VqZifmG+/S0bn4YM6xTYBhy/IM9KZkkfTEnKpFM0NDQQjUQ53f0dQ4OD5OXl0zI9ndWxrbWboqmwbC47nEIueROMp+OMdPYyNDhIYWEhR48epaQky75Vy1BSUsKRw4eZmJygs6OTyzdvkl9TzsniMNRVrfnnS+5IJpOcPXuWzsu3wX2LbTuOsGPb2l+jTzI959/rTx0JEFFBvmdKKLiywPHnY31BURkvvPACnw5eYWh0hKmpEA2jI7TsXlYh25+YjS9uIptLsSmh2Clmyp1iamCa7q5uHMfhued2U1tbt6IMhKWIRqPsee45tm3bRldnJ3du36FwtoDnQnthO1le6LIVWWu5fPkyX398Fnf2GMVVezm6t3xd044flHEtI9Nw6ohDY+WGnMIj1iWwdRxDQRRGs4s7ASgqrWJqfAiAK9/+LTv2vMLc7AT54SSVVVVMTkzS3XuPYP4tWlpayM9feqpmKuMPxvkR3T3kJ8VegEDXCN8lR4iOz7F7927q6urWNa3SGEN5WTmlR0u5NTNC8nonf/mf/x23nnuOU6dOUVNTs27nIpuPtZarV6/yySefkEwm+d1fvEmmcC8fX/L7c29EUOl6luFJeH2fw95tuqc+awqjhpVk+j5prA8yS11dHRMTkwwOT3Hp4iVaW1spKy9b9nN/NJz9+cnW4xgHd9Byd/YucyNz1NXV09LS8sSiTmslPy+Pffv2UdU6wlDPEJ/9xWmuFF/l5MmT7NmzR1s6nnH9/f18+OGH9Pf3c+jQIX7v0Av8968jTMegrGhjzqlvxNBaA28ccDbN9WmsXZ+knL/92uXCDY/tddl940P9d/ju3H9ZaNz+cxU1LbTue4fu7m6SqSS1tbW0NLcsKdd8YtbievBv/k5Qwa0A0NnZyUcffcTQ7CTBX71KaVMdDaHCDTufUZskhMPvO3UM3LjD2bNnmZiYYP/+/Zw8eZKKCu3DedYMDg7y4Ycf0tvby4EDB3jnnXcoKSkhmbb8x89c7vRZttdmX502G9ZauocNNeXwP74boHgT7LeR9XWlw+NPz7hsr82uvd/TxvrK2lb2Hvs9Ors6mZ6apqS0hNbWVkqXkEWTcS29I/BPfxlg1yao3ikbb2Jigt/+9rf8ePtHWn/RTN2hWmqiT+5KsNbSNsUccZ4L7CU1kOb06dN0dHTQ0NDAqVOn2L59+6YJIGR9xGIxPv30Uy5fvkxtbS0ffPAB27ZtA+Djiy6nL3s0VkI0vL7XxeiUJZWBf3QqsCmqIc9bt8D229sef3neZUd99n/wY/d6aL/1FROj/aSSczhOgILicuq37WfH3lcIBIJ4nsfAwCDdPd1kMhnq6+rZ1ryNSPjJU7T9o5bGKsO/eF/7Fp91U1NTfPzxx9y4cYOmpiY++OADZmoK+dgdpoQg+RuwtzVhXUZJcipQw0HHf3hzXZcffviBc+fOMTs7y5EjR3jrrbfWJUVaNtbc3BynT5/m4sWLVFVV8cEHH9DS0vLQa+5NWP70rMvQhKWlen2CW2stfaN+ds4/eDNAa5aTmJLbBsYs//uvM1QUQV6WE8VLGestMD4+TmdHJ7Ozs5SXl9Pa2kpR0ZMnIGfm/B67/+vvBykr0vX5LEun03z55Zd88cUX5Ofn8+6777J9Xys33GukSVNo1n8i21rLpJ2k1qljd+CnFdrOzk5Onz5Nb28vzc3NvP322wuBjWxdnufx7bffcvbsWYwxvP322xw7duyhYqWJlOW/feFytcPSVMW6ZWlNzFim5gzvvWB4fROt1sI6Bradg5b/z28y1FX45anXmut69PX30dvTi2c9Ghoa2Na0jVDo0cCkfdBy8rDDuy9k1xtPcl8mk+HChQucP3+eSCTCO++8w6FDhzDG4FnLafce1+wUtUQJP6b9z5qdl/UYsAl2O0W8F6gl8LObRyaT4fvvv+f8+fMkEgleeOEFjh8/TmHhxq0uy9rwPI+LFy9y+vRprLWcPHmSF1988YkVuftGLH9x3uXehKW5BgJrGNxaa+kZMRRG4VevOzzXtHlmb2V9JdOW/8d/y2AtVBSvw4QKMDIyQldnF3Nzc1RWVdLa0vrYXs1DE5aSAsO/+v3AumYyyOZhreXHH3/kt7/9LTMzM7z66qu8+eabhO8vfgx5g7S5twkTIWrWr/CetZZppskzeRwIHCL6swrN1lru3r3L6dOnGRoaYteuXZw6dYq6urp1O0dZP/NZgyMjIzz//POcOnWK/PzH95+PxS3/7UuXG52WhirIW+OV27Fpy0zccOqI4cRhZ9PdS9ctsE2kLP+vv3GZS1hqytbvDyGTcent7aWvrw8MNDU20djUSPB+v7BUxtI/ZviTUw77mvUw9iy6c+cOv/nNb5icnOSVV17hrbfeIhJ5OIU9YV0+cYdp82aoNXnrEtzOB7XNTj6/DNQuWgk5lUrxzTff8OWXX+K6Li+//DKvv/46eXlqC7QV9PT08OGHHzI0NMSxY8d4++23KSgoeOr7Bsf82dyee5a6cijMW/17byJl6R+DymLDH7zusLNe99Fn3X8973LxTvZbj7JhrWV4+B5dXV0kkglqqmtoaWlZqApuraV9EE4ecfilJrGfSaOjo3z00Ue0t7eza9cu3nvvvUe28Vhr6fG66PG6iJJHxKx96xRrLTPMECbMc4G9lDili7725s2bnDlzhtHRUfbt28fJkyepqlJBya3gcVmDS5m8iCUsf/2Vy9V2S0kBVBRntxVkMa5n6R81BBzLqaMOr+/ffEEtrGNgC3DmB5fffOexs371/8CfJpVO09PTw0D/AIFAwO8X1lDP8IShrMjwL38nQFjVO58pY2Nj/OY3v+Hu3bvs2LGD9957b9HBIWYzfOYO025jVBMhatbu4ShlPQbvB7W/CNRQYpbWOy8ej3PhwgW++eYbjDG89tprvPLKK48E6pIbZmZm+OSTT7h69SoNDQ188MEHNDQ0LOsYk7OWzy57/NBuCTiW+vLVSU221nJvEmIJ2NdseOf5wLpOWsrmdbff4//3iUtN6frv+/KsZXBwkO7ubtKpNLV1fr2NtBdiag7+xXtBGqt0nT5Lkskk586d4+uvv6akpIT33nuP3bt3P/E51LMe3W4nfbaHMJFH+tuuJs96zDBDhCi7Arspc8qX9j7P48qVK5w7d46pqSkOHTrEiRMnKNugli+yMotlDS5VMm355pbH+esesTg0VrJqcc30nD/eN1Qa3jnm8FyT2VTpxw9a18B2eMLyf3yYIT8MxQUb8weSTKbo7u5mcHCQYChEuOQ5/vEvyzl+SPtrnxWpVIrz589z4cIFioqK+OUvf7nkioNx63LWvccdO0OUABWEV/Uft7WWCdLEyLDdFHAqUENhFvt6Y7EY58+f5/vvvyccDnP8+HFeeOEFQqvQXF7Wnuu6fP3115w7d45QKMTbb7/N0aNHs77WPM9yrcty+rLH8LilIA8qiyGUxbYQ17OMT8PUHJQVGt467PDCbqMWKrIg41r+7Ucug2N2w4JI1/MY6B+gp6cH13UJl+zk1cOV/PP3o5v2gUxWl7WWa9eu8fHHH5NMJjl+/DivvfYawSVUO7bW0uv10Of14OJSRBHOKmdqpWyKmI1R6BSx09m16Ertk2QyGS5dusTnn3/O3Nwcx44d480331yTvruyNpaSNbgcvSOWTy66tPVbggGoKsmu3oG1lqkYjM9AOAQv7HZ465BD0SYvCrmuga21lj//3OXSXcuOuvVftX1QPJ7g2u1BJibGeb7mB977xcscOnToifvVJPdZa7lx4wYff/wxc3NzvPHGG7z++uvLDvZca7llp/nWHWfKpqk2q7N6m7QuIzZJvgnyvFPKQaeU0AoH0qmpKT7//HMuX75MQUEBb731FkePHiUQUCreZtXW1sZvfvMbxsfHefHFFzl58iTR6Ors9ZqctVzt8LjcZrk3aTEYigsseRGIhh5/T7bWr3w4l4SZOUi7/t7Jw9sNh7c7VGuVVh7j2x89/vJLl6aq9amr8SQZ16Wja4D23hla8y/ywZvNvPbaa6v2b0o2p8HBQT766CN6enrYv38/77777rKLK84Xc+r2OpiyU+SRR4TIip9dPesRYxYL1JhatgWaiaxwP286nebbb7/liy++IJ1O89JLL/HGG288cV+mbLwHswa3b9/O+++/v2op5cm05UaX5XKbR889SyoNxfmQH4W88JOztjKuZS4Bswl/zC/Khz1NDoe3G3bUb95V2geta2AL/p6vf/exX1iiunTj/oCSaUvfKLy2e4a5gU+4desWlZWVnDx5kn379uXEX54s3fDwMB999BFdXV3s2bOHX/7ylytO2Rm3Kb52x+jwZslgKTEhiggu69qx1jJLhimbwTGwzeTzaqCC6lUuWjE+Ps7Zs2e5du0apaWlnDhxgoMHD2oiZxNZaDvx44+0tLTw/vvvr1mf4kTK0tbvB7l9o36l2GT6p68bwNr7PwHCQciLQG2Z4dB2h+caDQVrsF9Xto5Eym871T5oaa3ZuIns+b21exoz1Jovufj9NwQCAV5//XVefvnlhaJBsjX8vGr8+++/T2tr64qOmbZp+twehuwgKZsibMLkkbfsFdy0TRNnDg9LgSmk2WmmwlSt6r+NRCLB119/zVdffYW1lldffZVXX31VEzmbyEqyBpfL9Sw9w3Cty6Ot3xJLWOKp++O7BWP8AnzzAg7kR6C00HCgxbC32aGqJLfG+nUPbAEu3PD4m69dGisgss77b8Af6DqHYFej4U9O+XtrBwYGOH36NG1tbdTV1XHq1Cl27typADfHJRIJzpw5w3fffUdZWRnvv/8+O3fuXLXje9bSb+Pc9WZotzFmyRDAkEeAKA5RAjgPXEOetSTxiOOSwCVjLfkmQIsp4DmniEaTR3ANC1Pdu3ePM2fOcOvWLaqqqjh58iR79+7Vdb6B0uk0X3zxBV9++eVC24n9+/ev299JImUZn4GRKcvEjF9QL52BoOOnKpcWQlWJoaIE9fmWZeketvz7TzOEAutTIflxhiYs4aDhn74boLrMMDMzw/nz57l48SLRaHRhm8ZS0lNl8/I8j0uXLvHZZ5/hed5C1fjVyk6y1jJHjFFvlHveEHHiGAtBEyRIiBBBnAcyt6y1uLikSZMhjWtdHAIUOyXUODWUm0pCS6ydkY25uTm+/PJLvvnmG0KhEK+//jovvfSSJnI20GplDWYr41omZv3+s6NT/tifdv3561AQivIMlSVQWWIozt/YrNqV2JDANp2x/OczLje7Ldtr16fH4oOGJyzGwD9559EiEt3d3Zw+fZru7m6ampp4++23H+kRKZuftZbLly/z2WefkU6neeutt3jllVfWNAV3yqbpsjGGvQTDJJmzGRLWxT5wiRkLERMgjwA1Jkq1idDiFFBu1new6e/v5/Tp07S3t2siZ4P8vO3Ea6+9xvHjx/XgIVvKmR9cPv7eo6Fy/QtJxRKW4Un41WsBXtrz8ITh5OQk586d44cffqC4uJi33nqLw4cPa5tGDurp6eGjjz5icHCQo0eP8vbbb69py7u0TTNhx5nxpplmmqRNkLZprPFYSHMBAgQIEqLAFFBkiig1ZRSZ4lXfq7uYmZkZPv/8cy5dukReXh7Hjx/n+eef10TOOluLrEF5vA0JbAHuTVr+7IzL4ISlpXr9gtvRaUs8Cb/zSoCXnnv8zcVaS3t7O6dPn2ZgYIDt27fz9ttvL7saqWyM/v5+PvzwQ/r7+zl06BDvvPMORUVF63oOnrVMk2bKpslg8bA4GAIYSkyIYkKP9KTdCN3d3Xz22Wf09PSwbds23n77bZqbmzf6tLa8B9tO7N69m/fee4/y8qVVwxTJJYmU5S+/dLnSZmmqhsg6dR+IJ/02VC/vcfi9V50nFjcbHR3l7NmzXL9+nfLyck6ePMmBAwc0yZcDZmZm+PTTT7ly5Qr19fV88MEHNDY2rus5WGtJkSJh42TI4OFh7v8XMRHyyCOQRQHI1TY5OcnZs2e5cuXKwkTOkSNHtB1pja111qA8asMCW4D+Ucufn3O5N2lproHAGge3I1OWeNLw7vOG1w84Tx245ldUTp8+zcjICHv27OHkyZNrtu9NViYWi/Hpp59y+fJlamtr+eCDD9i2bdtGn9amNz+R89lnnzE4OMiOHTs4deqUJnLWwINtJ0pLSxfaTohsZbGE5b+e97O0Gtdh5TaWsAyOw7Gdhj94PbCkYHpoaIgzZ85w+/ZtqqurOXXqFM8995wC3E3IdV2++eYbzp07RyAQ4Be/+MWKqsY/S0ZHRzlz5gw3btygoqKCkydPruvWl2fFRmQNim9DA1uAgTF/wOsf9fsr5kfXZvN0/6ghELC8+3yAV/Yur7KX53lcv36dM2fOMDk5yYEDBzhx4sQjjb1lY3iex3fffceZM2cwxnDq1Cmef/55zUQuk7WWW7ducebMmYWJnFOnTlFdXb3Rp5bzrLVcvXqVTz75hGQyyZtvvsmrr76qdDB5ZsQSlr+64HKt01JWCGWFq7+Hy1p/79h0HF58zuGDl5xlB9F9fX189tlndHZ20tDQwKlTp9i+fbse/DeJ9vZ2PvroI8bGxhaqxuflrV2f2a1qcHCQM2fOcOfOHWpqajh16tSivX1l6TZD1uCzbMMDW4Dxacunl1yudEIkaKkt56GCOyvxYFPhXxxz2LOCpsKu6/LDDz9w7tw5ZmdnOXLkCG+99dayS8jL6unq6uLDDz9kZGSE559/nlOnTqm8/Qp5nse1a9c4e/Ysk5OTHDx4kBMnTihVNkuDg4N8+OGH9Pb2Zt12QmQrSKQsX97wuHDDI5GCxsrseik/znyng6J8ePOAw8t7nRUdu7Ozk88++4y+vj5aWlo4deqUMoA20OTkJL/97W+5desWzc3NfPDBB8qeWwW9vb189tlndHV10djYuDCRI8unrMHNYVMEtuCvql5pt5z5wePelKW0AMqLsktPttYyE4exaQgG/KbCJw6vXlPhdDrN999/z/nz50kmk7zwwgscP358TYsVyMOmp6f5+OOPuX79Ok1NTXzwwQfU1dVt9GltKa7rcvnyZc6dO0csFuPo0aO8+eabCsqWaC3aTohsBV1Dlk8uuXQM+D2UK4qz33ubSPmrtCkXdjca3jkWoKFydcZ6ay137tzh9OnTDA8Ps2vXLk6dOqWxZh2l02m+/PJLvvjiC/Ly8nj33Xe1B3qVWWsXJnL6+/tpbW3l1KlTNDU1bfSp5QRlDW4umyawnTc2bbl4x+Nqh2VsxhIKQGmh31fpScUfwC/Wk0jCTNz/URCFHfWG53c57G5cm6bCyWSSb775hgsXLuC6Li+//DKvv/660mLWUCaT4auvvuLzzz8nEonwzjvvcOjQIQ1ya+jBiZxUKrUwkVNQULDRpwb4ze5TpPDwsFgMhgAOYSIbcl14nsfFixc5ffo01tqFthMa5ER+kkhZLrdZLt31GBz3H65LCyA/6vdNftK/XWstqTTEkjA5C4EANFYaju1yOLzdEF6D4lTzbTrOnDnD2NgY+/bt4+TJk1RVVa36Z4nv51XjX331Vd58801VjV9DP5/I2b17N6dOnaK2tnajTw3wz8+6cfDSWOv59wgTwATyMM7GbOtR1uDms+kC23mxuOXHXsulNo97k34lY9cDx/gNhJ37TYVdz/9hgGjY78N0aLthX4tDbdn69GGKx+NcuHCBr7/+mkAgwGuvvcbLL79MJBJZ889+lty5c4ff/OY3TE5O8vLLL3PixAn9Ga+jZDLJ119/zYULF7DW8vLLL/Paa6+t+0SOa12m7RRzNsasnWWWGVI2hb3/33xFyrCJUEghhaaIfFNAiSlZ8zYLPT09fPjhhwwNDXH06FF+8YtfbJoJAJHNKJ2xdAxafmj36ByyzCUhnfG/FgrA/BBuLaRd/+fhoB8A72pwONRqaKk1i058rxbP87hy5Qpnz55lenqaQ4cOceLECbXtWGUPVo3ftWsX7733nmqarKOfT+Ts37+fkydPUllZue7n4SVH8ZLjuMlJvMQIXmYWrOvfEACMgwmEccJlBKJVOOFiAnm1mEB0Tc9tamqKjz/+mBs3bihrcJPZtIHtPGstUzG/Tc/olN8mKJ6wpFwIOhAOGSpLDJXFflPhiuLFV3bX0uzsLOfPn+f7778nEoksNH5fr+bLW9X4+Di/+c1vuHPnDtu3b+f999/XTPkGisfjC43f5ydyXnnllTWfSU/YBGPeKPfsEDE7i2c9jHEIESRIaCGg9cNbjzQZMqSxFgyGIqeIaqeWClNBxKzuoDczM8Mnn3zC1atXaWho4P3331/3thMiuS6WsIxNw+iUZXjSMh2DjOs/ooSChtICqCr9aczPi2zMWJ/JZLh06RKff/458XicY8eO8eabb6pAzAo9WDW+pKRkoWq8MrI2hud5C3VlpqenOXz4MCdOnKC0tHRNP9e6KTJzfWSm23Hjw1gvBRhMIAxO5OHVWethvTTWS4KXAQxOqIhg8XaChc044fJVvX6UNbj5bfrANhdNTU0tNH4vLCzkzTff5OjRoyrzvUypVIrz589z4cIFCgsL+eUvf8nevXt1A9kkHpzIiUajCxM5q13pN23T9Lk9DNshkiQJESSPfAJm6f+eXJthjjguGSJEqXXqaHAaCZqVTTrNt504e/YswWBQbSdEniGpVIpvv/2WL7/8knQ6zUsvvcQbb7yhVMRlstZy7do1PvnkExKJBMePH+e1115T1fhNIpPJcPHiRc6fP088Huf555/n+PHjqz6RY61HZrqd1OR1vOQkxjiYcLEfzC5xTLXWxaZnsJk5TCBKML+RcMURnPDKa4MoazA3KLBdQ2NjYwuN30tLSzlx4gQHDx7UXrunmE+D+fjjj5mbm+P111/njTfe0Mr3JvXziZz5xu8rncix1jJpJ+j2OpmyU0Tv/7eSoNFaS4I4SZKUmFKanVZKnezSCB9sO/HSSy9x4sQJ7a8XeQYlEgm++uorvvrqKwBeffVVXn31VaLRtU2H3AqGhob48MMP6enpYd++ffzyl79UgcJN6sGJnEwmw0svvcTrr7++KhM5XmqK1Nhl0rNd4ARxQiUr2jc7vx/XpiZxQiWEyw8RLN6BWcaE+DxlDeYWBbbrYHh4mDNnzvDjjz9SVVXFyZMnN3zl0VpLhjRxGydB4meFdwJETZQ88gma9Z0xvXfvHh9++CFdXV3s2bOHX/7yl9q/lCPmJ3KuXbtGeXk5J06c4MCBA1lN5HjWo9vtZND24+FRSNGq7o91rcusnSVgAjQ4TTQ525Z8fLWdEJHHmZub44svvuDbb78lFArx+uuv89JLL214wSPrZfDSU9jUDNZLAx7gF95xggWYcLFfgGcdn0ni8TinT5/m+++/p7Kykvfff19tZnLEgxM5xpiFiZxsVi+ttWRmO0mNXsJLT+FEKjCB1VsFtdZiUxNYL02osIVw1Us4waUF4soazE0KbNdRf38/p0+fpr29nfr6ek6dOsWOHTvW7R+JtZZpO8W4N8Y0UyRsgrRN4xnv568kQIAgIfJNAcWmhAqnggIK1+xcE4kEZ8+e5dtvv6WsrIz333+fnTt3rslnydoaHh7m9OnT3L59m+rqak6ePMmePXuWfO24NkOH286g7SdKHtFV3g87z1pLkgQJktSbRloD2xdNb36w7UR+fj7vvvsu+/fv1yAnIg+ZmZnh888/5+LFi+Tn5/Pmm29y7NixdU2t9VJTZGK9uPEh3OQEuMmFvYp+6c379y3jYAIRnGAhTl4VwfxGAvm1Wa1sLem8PI9Lly5x+vRpXNflxIkTvPTSS9qqlYNisRhffvkl3377LeFweGEiZ6nZddZaMlO3SY5+jwWcyOruh33os9wkXnKMQH4D0Zo3cEJPbs+prMHcpsB2A3R1dfHZZ5/R29tLc3Mzp06dorm5ec0+L2PTjNkx7nlDTNspXOsSNH7BnRAhHJyHbibWWlxcMqT9Ajw2Q8iEKDVlVDs1lJnyZe1vXIy1lh9++IFPP/2UdDrNW2+9xSuvvKJBbgvo6+vj9OnTdHR00NDQsND4fbGBy7Me7e5dBm0/BRQQMmu/0pGyKeaYo8E00hrY8cjK7c/bTrz22mscP358w1dhRGRzm5iY4Ny5c1y5coXi4mJOnDjB4cOH12w7krUe7twAmdlOMrN9WHcOnBDGifirYE74kfuv9TJYNwle0v+/CRCIVhIq3kmgoGnJq1tL0dvby4cffsjg4CBHjhzhF7/4BYWFTw4wJDdMT0/z+eefc+nSJQoKCjh+/DjPP//8U5/j0lO3SYx8g3FCOOHSNT9P62XwEvf84Lb2OE7w0Y4Fw8PDfPTRR8oazGEKbDeItZa2tjZOnz7N4OAgO3fu5NSpU9TX16/qZ0zaCbq8TmbsNA4OeeQRWmbBHGstaVLEbRwMlJpyWgKtFJniFZ1ff38/H374If39/Rw6dIh33nlHVSW3oM7OTk6fPr0wkfP222+zbdu2R15nraXL7aDXdq9bUDtvPrhtdlppDrQs/L7aTojISo2MjHDmzBlu3rxJRUUFJ0+eXPVsDy81RXLsMpnZbrAeJlSECeYv+zOsm8JLT4OXxomUES4/QrCwGbOCrSCzs7N88sknXLlyhfr6ej744ANVjd+CJiYmOHv2LFevXqWkpIQTJ05w6NChx07kZGZ7SAydB8dZl6B23nxwGyxoJlp3YmEfbyKR4MyZM3z33XfKGsxxCmw3mLWWW7ducfr0aUZHR9m7dy8nT56kurp6RcdN2zS9bjeDdgC7insUXZthxs4QNmEanCbqncZlr97GYjE+++wzLl++TE1NDe+///6arljLxrPWcvfuXU6fPs3Q0BC7du3i1KlTD/V9m/DGueleJ0RozdKPF5OwcTK47A8cJJrOW2g7UVpautB2QkQkW4ODg5w+fZq7d+9SW1vLyZMnV9zOxlrXryQ7fgUvPb1qexSt9fCS4xjrESzeSbj88KLpm48zXzX+3LlzBAIB3n77bY4ePaoCmlvcgxM5lZWVnDx5kn379i1c514mRrz/E2x6Gie6/kWYrJfGS4wSrnyRcNkBZQ1uMQpsNwnP87h69Spnz55lamqKgwcPcuLECcrLy5d9rDkb4657m0k7Sd4a7FG01hInTookFaaKnYHdRMzTB1LP8/juu+84c+YMxhhOnTrF888/r0HuGWKt5ebNm5w5c4bR0VH27dvHyZMnKa0s5bp7lZidodhsTEVMay1TdorESJJrf36dRCypthMisup6eno4ffo0XV1dNDY28vbbb9Pa2rrs41g3RXL0G9LT7RgnhAmXrfoeRZuJ46UmcCIVRKtfI5C3tEn3B6vGv/jii5w8eVJV458xP5/IOXXqFDt37iQ18jXpyVs4+bUrygRYCS81xVwsxqeXEtzpHFHW4BaiwHaTcV13ofF7LBbj6NGjvPXWWxQXLy3td9bOcse9xYw3Q4kpWdVKso+cq80wbWcoc8rZHdizaADd1dXFRx99xL179zh27Bhvv/22ev09w34+kbP3vT2UHSihKly1ptfsYmZmZ2lrbyMemqN0uoz3D/6O2k6IyJqw1tLR0cHp06fp7++ntbWVt99+e8kputZNkrj3FZmZdr/oTmDtslys9fASIzjBQiI1rxPMr3via39eNf7999+ntrZ2zc5NNr+enh4+++wzuru7ObS7gtf2BSgsrcUJbsxERzqVprOzneTsAAmvhJaj/4jmFlXk3ioU2G5S6XSa7777ji+++IJUKsWLL77IG2+8QUHBo5vd583ZOW67N5nxpile46B2nmtdpu005U4FzwX2Ev7Zvsjp6Wk+/vhjrl+/TmNjIx988MGq7iOW3Oa6Lt9e/Zbr9grpZJrqkmqam5vXtel5Op2ms6uLwYEB8vML2PZcE8VFxRwJPr+kTAQRkWxZa7l9+zanT5/m3r177N69m1OnTi0aDFovTXL4AumZNpxIJSaw9vUIrLXYxD1MsJBo7ZuPrNym02kuXLjA+fPnycvL49133+XAgQOqGi/A/Ymc9nb6r/8ZITuJCVfQ2tpK0RIXbVbrHAYGBujq7ARj2N7SRHVZmLz6twkWPlr3Q3KTAttNLplM8vXXX3PhwgWstbzyyiu89tprjzR+z9gMN93rTHrj6xbUzvOD2ylqnXp2B/y2LplMhq+++orPP/+cSCTCL37xCw4fPqxBTh7R7/ZyJ3Ob2ECM3p5eXNejvqGebdu2EV7D8vrWWgYHB+ns7MRaS0tLC/X1DRgDk0yyO/AcdU7Dmn2+iMg8ay3Xr1/nzJkzjI+Pc+DAAU6cOEFlZeUjr0uNXSI1fuX+Su36Tb5Za/ESwziRcvLq38EJ5i8E5r/5zW+YmZnh1Vdf5fjx4+s6OSm5wY0PM9f3WyZnMnR29xGLxaiorKS1pZWCwicv2qyGqclJ7ra1EYvFqK+ro6W1lVAohBsfIlTYSqT2LT2fbhEKbHPE3NwcFy5c4JtvviEQCPD666/z8ssvL7Qc6XG76fTaKaZ41VrxLEfappljjucCe5lqn+ajjz5icnKSl19+mbfeeuuRQFwE/EmRK+4lEjZBoSkk47r09fbS19eHtdDY1EhTY+MT97iODI7QfrODge5BZqZmSMwlCEdC1DTUcOS1w9Q3Pz47YGpqira2NmZmZqmtq2V7a+tD7Xtm7AwFpoBDgaMblhotIs8e13W5cuUK586dY3p6miNHjvDWW29RWloKQGZugMTAaQhEll3MaTVY6+HFhwiV7mPW7OQ3v/0tbW1t7Ny5k/fee++RQFxkXuLeN6QnbxDIr8Nay8i9e3R1dRFPJKiuqqKlpZW8/MenJw8Oj3PrTje9/feYnIoRj/tjfUNtJa++uI9tjTWPfV8ymaSjvZ179+5RXFLCrp07KXxgH62XmQM3SV7j+wQiauuzFSiwzTEzMzOcP3+eixcvEo1GOX78OM89v5sfuYmDIc9s3L7VscQYA90DdPy6i+baFt5//32qqta/4p3kjnFvjBvuNQopfGhCJp1O09Pby0B/P47j0NTURENDwyOVCs/9+nNuXrz52GMbY3j377/D9r0/7Z1JplJ0dHQwPDRMUVERu3btfOz+9YzNMGdjHAgeptTRYCci6yuTyXDx4kU+//xzEokEzz//PG+8/hLB6a/xEqM4eY9/kF+Xc0vOMjzYwemLMRJULFSN14qXPImXiTPX89dgwAn9NOZazzI0NER3dxepVIra2lqam1uIRB9e8f/o02+4dPXuY49tjOHv/u5x9uz6KZ3Y8zz6+vro7u4mGAiwffsOampq4GeXqLUWLz5IpPIlwuUHV+8blg2jwDZHTU5Ocu7cOX648gM1b1VRt7eWbSXNBALrv7rkui49PT309vaSV5fHzqJdvNlwQoOcPFWf20OH2/bE4DGZStHT3c3g4CDBYIhtzduor6tbqKR97tef03W7iz1H91DXVEsynuT7zy8yOTYJQFFJEf/4//YneJ6lv98f5Ixx2L69ldraOha7RCe9CXYGd1PvqN+iiGyMVCrFN998w5dffsm28hgv78unon4P4fAGZEFZuHdvmPaODgpCScqqmtj+wj8jFFnbNFLJfZm5QeL9v/XbUTmPZmB5nsfgwADdPT1kMhnq6+9vR7qfSfXRp99wu62PIwd30FRfTTyR5ItvrjM2PgVASXEh//p/+hUA42NjtLW1kUgkaGhspLm5edHOBm5ihGB+A3n1b6/+Ny7rToFtjuua6OTCxBeM9Y4TDUZpaW2huqp60Qf21WItjIyO0NHeTiqVpmlbEzVNNVjH43DwKPlGg50s7lbmBmN25KktfhKJBF1dXQwPDxOJRGhubqa2tpah3iEq6yoJPbAXd3RolD//3/9i4de//89/n/6BfuLxOeobGmhpaSG0hPY9U3aKWlPLruCe7L9BEZFVEI9N0XPp/2R0ZJBYKkhTYyONjU0Eguuz9Sg2O8vdtjamJiepqqpi+/YWQnaGaO2bhIp3rMs5SO5KT90mMfwlgUUqaoO/UNLf309vTw+etTQ2NNDUtI3Be+PUVpcTCv00dg/dG+ff/ocPF379f/kff4fBgT7GxsYoKytj585d5Bc8PYvRS01jTID85l89NuiW3KK/wRyXLkrRWNBIS3kLnV1d3Lp5i56CHlpbW6ioqFxWgPvr//QhPW09C7/+4//1jyirfPxKWiwWo62tjYmJSSoqKzi8cyd50SjWWibtJGPeKPkBBbbyZJ71iNlZgjy9QFQ0GmXPnj1s27aNzq4ubt++Q29vL80tLQSDD7+/pMIPkjOZDOPjE9y6dYvKqgr27X+BwkWqiv9ckCDTzGCtVfaBiGyooDtCfU0xNfXN9Pb109PTQ39/P9u2baO+vgFnmdlaf/qXZ2jv7F/49b/8p79HZfmjE4yZdIbOrk4GBgbIz8/n8OHDlJb5zwVefI70TDvBotYN60cqucFNTvJIHvBjBAIB/5quq6e3r5f+vj76BwZoamrC+dk4XFHmpzR7nmVqaoofrvxAQX4e+/fvp7KyaikfB4AJRLDpWbz0NIFI+TK/M9lsFNjmsLiNM2ZHiZoo0cIoBw8cYHp6ms7OTq5fv0FxcREtra2UlZY9NcC9c/XOQ0Htk2QyGbq6uujvHyAvL8qhQwcpL//pRmCMIUyIe3aYOttA0OgSk8dLkiRNmtASAtt5+fn57N+3j9lts3R2dnLr5i16C3toaW2lorwCY6DtejuTk5NMTU1TVV/FocMHqcoiiyFEkLRNkiJFBFX4FJGNYa1HeroNTIBwJMqOHTtobGykp7ubjo4Oevv6aN7WTF1dHcZ5+o3u2q3Oh4Lax3+mZeh+1XjPWnbs2EFDfcNDxzfhYtz4MF5ihMAG7vmVzc9LjsIy2lIFQ0FaW1tpbGikp6ebnu5u+vv62NbcTH1dPU7A4dadHmKxOSbGx6ksL2TH9la2NW1b9iQPThjrpbDpWVBgm/MUdeSwKTtJiiQllC78XnFxMYcPH2ZicpLOjk6uXrlKaWkpra0tlJQ8Pt0zPhfny48vYIzBOA6e6z7yGmthaHiIzo4OXNejtbWFxsbGhb2OD8ojjxk7y7SdotxUrNr3K1uLh4uHh8PyZ/oLCws5ePAgU9PTdHV2cv3adYqLi/FSHn/7H35NIh6nrKyMP/lf/iHV1dVPP+BjGBw8LB6P/nsQEVkvXmrCLxgV/qnoTiQSYdfu3TQ1NdHV3c3dtrv09vbQ0tJCdU3NE7NM5uIJPjn7PcYYHGNwPe+R10xPTXO37S6zMzPU1tbSun37Q1Xj55lABJJjuPEhBbayKOuls1rVD4VD7Ni5k8bGJrp7uulob6e3txcTiPDnf3We6ZkZioqK+Of/w9+lpeXxXRCexv+3YrA2k9X7ZXNRYJvDYl4MrHnsDG1ZaSmlR48yPj5GZ2cXly//QEVFOS2trRQVPtwi4MvfXiAxl2Dvsb30tfcxMzXz0NenZ2Zou9vG9PQ01TXV7Ni+fdEedY4JYD1L3MZX5xuVLcligZVt8S+Zn8iZmODr899y+i9PkxfNo6Gxkd/54/epbapdpfMUEdkYXmoa66UwzqOrSdG8PH+bRlMTnV1d/Pjjj/T09NDS0up3JfjZ48EnZy8Sjyc5enAXHd2DTE3PLnwtlUrR2dHB0NAQhUVFHD16jOKSR6vGP8QJ4SZGVuPblK3Meiw5N/gxItEIu3fvZltTE199e5n/9Bd/CyZAXW0d/+gfvENrlkHtAjN/jpLrFNjmKGstM0wtmuprDFRUVFBeXsHI6AhdnV1c/P4iVVWVtLS2UpCfT09bD3ev3SW/qIBXf/EKf97+U9GddDrD7du3GRoaoqCggCNHj1D6hFXfx312zM4+/YXyzDL4s6SrYXZ8lvZL7RgMVdVV/O4//IDWPa2rcmyzSucoIpINm54GWHSvf35BAfv372d2ZobOzk5u3rxBYVERrS2t/nYhA+2dA1y/1UlhQT6njh+lo3vQP76FgYEBfpwcwzGG3bufo7audkm1BYwTwU1OYL2MCu/IkxmHlU5kAwwMT/LdlR6cQJDysjL+5A/f5bmdTSs/P8v9c5Rcp7tQjkqTImEThJbwV2gMVFdVUVVZydDwMN1d3Xz/3XeUl1fw/ccXAXjz/TcW+oZZ6/fLvXTpEoUlhezcuZP6+vplFdAJEmJGhXdkEc79/zxWNkvacauDT/7bZ7iuSzAU5Bd/99SqBLUWDweDw/pUHRUReRw3MQJLDBoLi4o4eOgQU5NTdHZ1cu3aVYpLSmhsbOKjz74F4L23XyQa9VOLE/EEY+PjdHVVsPe5nbS2tBIMLf3R8KfCO1MEItp6JI9nnBBeJraiY/x4t4f//usvcD2PcCjEB++8uCpBrd8cxmJUE2ZL0N9ijkqRwsUlzNI34xtjqKutpaa6msHBQX79Zx/RcbOdvUf2Ur+9AYB4IsHg4ACpVNqvdnzsMOHQ0ov7zAsSJG1TpEkv6xzl2REhSogQGTJZXyNtN9r59C8/w3oejuOw89AOjGMY7BlceE1VfdWiPeyeJE2GsIno+hWRDeWlpjHO8u5DJaUlHDl8hImJcTo7O/n//qe/pqd/gpdfPMhzO5tIJBIMDQ0xfG+UaCTKkcOH2daURTrnfOGdTBzV2JMncSIVuPF7Wb//5u1u/uqjL/E8D2MMRw604Bjo7f/pmHU1FQSzaX/lpTBOGBMqfPprZdNTYJujPOtlvRrqOA75kXwyMxmqa2to3NPIN19/Qzgcpr+/H2Mc6urq2LljR1ZBLfjpmxaLXeFqnGxdjnEoMIWM2ez3Z/W09WDni59YuH3pDhP9k+Tn5S285k/+zZ9QXFq07GNnyFBJpTIORGTDWOuBdclq24aBsvJyXBtg8qNLBAOGiiL4+quvSKfTJBIJqiqrKCgoIH8ZrdAe+oj5+6NVkT15skCkjPQKUpHbO/vx7o/11louXu3k5t1Byst/XHjNv/oXv6K0ZPnBqXWTmEAEJ/SU/eSSExTY5rTsbxJzs3GMgbxIlB+//JGxsTEmJ6eorq6iuKIEY+BP/59/RkVNJX/4L//+BpyhPAuKTBEj3vCqbLWdf8Dy04pWzlqPfEczuCKyke6Xr1vBBFtsLkFefh7RvDw+/7aTwcFBCgoLqKmpxblffPJ/+3d/Q01VGf/T//A7WZ6mRnt5MhMqBuOs2l5sY8zqjfVekkB+g/aIbxH6W8xR8+XJV4PjOBQVFROLzZGfn7+S8fMBFnP/P5EnyTcFGOPgWpeAWX4K0ak/OMmpPzgJgOu6nD//BXv37aUmyxY/81ybweCQb7JbxRARWR2OnwG1CiuixkBBYQGhcJiCgsKFoHYlFoILR7UI5MmccCkmkId14xhn+RlUv/fea/zee68t/Pry5cvk5+Xx3J49Kzovay14aQLRqhUdRzYPBbY5KkgQxzh4uASyKG5TUl7M6+/+dJOIzc1x+8fbJMYTWM8fqI69cZSyyrKszs+93580qEtMFlFiSigwBcRtnEJWtjo63yPPPqYv43LNEafIKaLELK0KuIjIWjDGYAJRbHoq62OUlRbxzokXFn599WqYmpoa7nTeI5FIAvDaSweorMjifmddMAGMyW7bkjwbnGAewcIW0pM3ILT8wPaR4xmDtworttaNYwJ5BAoaV3ws2RwUdeSoCFHChEmTIZRFcZvC4kIOvXJo4dezsRhJJ0nbt22kE2kAdh/anXVgmyFNiSnLahVOnh0BE6Ta1NJu7664grYxBmNY2IeTLWstGTJUO7U4Kv8vIhvMiVbhJrIvvFNclM9Lx35a2XIT49Q3NNDdP7EQ2B7c10pl+fID2/n9iSas/YmyuFBRM+np2wvXzEo4jrPisR7ApmcIFrbghLN71pXNR09tOcoxDoWmiAzp1TmeM7/atTp7FjLWpcisfFZOtr4Kp4IIEZIkVnQcY1ZnsEsQJ0qUCqPWFSKy8QKR0lU93moFBQB4SZxgISaQ9/TXyjPNiVYTiFbjpbLPPlg41ipcw9ZLY4BQ0XYVidxCtGKbwwpNEfdWqfDOfGD79/7l36O8bGUzV/7KG+SZ/JWfmGx5eSafalNDr+0hbCMrWiU1xllRepJnXRIkaXZaiJho1scREVktfuGdwKoV3nEcB+t5/Ov/6VcrPpZ1kzjFVQoM5KmMcQiX7iEeH8Zm4phg9pMhxnGw6ewXdqy1eIkxAvn1BPKzaHMlm5ZWbHNYoSnEwSFjMys+lnN/UFqNWdwUSUKEtWIrS9YU2EaxKWGGmRUdZ6WzuDN2llJTSqOz8qbvIiKrIRApxwkVYDOzq3I8s1ppnNYFY1R4R5YsULCNUPEuvNSE38oqSysd6216GhOIEqk8pmrIW4wC2xxWbEoocoqZY27Fx5pfsV2NwS5hE5SbCq3YypKFTJhmpwUHh6TNPiV5JYNdwsYJmADNTitBFUIRkU3CBCIEi7ZjM3Or0uJk1fYnpmZwQsUE8xtWfCx5NhjjEC4/jBMpx0uOZX2clVzD1ktjM3OEyg5oUmYLUmCbwxzjUOPU4uHhrWDmCx7cY7uy4/irx4YqZ2XtVuTZU2bKqTMNxEmQttmlGDmOyeoaTtkUCZLUO42UmNKsPltEZK0EC5v96shufMXHcpyVbdkAP5XTunMEi3asuBCQPFucUAGRiqMYHLzUZHbHyLIqsvUyeIkRAgVNhEtX1ipINicFtjmu3FQQJUqclQ12861SVjqLO8ccRU4RpUYV5mR5jDE0B1qoNbXMMptVcJvNLG7KpogRo840sM1p1l4xEdl0nHA5gfwGbGpqxau2jjErL7yTiWECeQQLm1d0HHk2BQqaCVc+j3XTWRWTymas94PaewTy64lWv4ZxlJm1FSmwzXFhE6Yx0ESa9Ir22voVZVc22KVsEiw0Oc1qkyJZCZgA2wO7qDN1xJhddlrycge7hE0wxxz1ppHtgR26bkVkUzLGEC7bjwnkYdMbW4vAei42PU2o5DmccOmKzkWeTcYYQiV7iFS9AF4aNzm2rAmb5V7D1k3eD2obiNa8gRMqyOa0JQfoKW4LqDX1VJhKZuzMimZyV5Ke5FmPmJ2j1qmjXG1SZAWCJsiOwG4aTTMp0kzbqSWn2i/1Gvasy5SdIkOGbU4zOwI71XNZRDa1QLSKUNl+bCaG9bKvCDtfFTlbNjlKIK+GcNkBZbhI1vzgdi+R6tdwnAhefBDrJpf23iVew9ZavOQ4XnKCYNF2orXHcUIqbLqVqRTYFuAYh+ZAK7N2hjliFFCY1XGMyW4W11rLDDMUOUU0BZTKKSsXMAFaA9sptaV0e11M2SnybJQI0UWvL/OUFDtrLYn7/5WYEpqd7ZSaUl2zIpITwqV7cecGcef6cfJqs7p3GcfBy7JVipeeARMkXHFMe2tlxYwxhIp3EIhWkBy7TGa2G5wQTrgEs8hk89NWbK214CbwUhM4oWIilS8QLN656DFla1Bgu0UUmkKaA620Ze4QZy6risRZ7VmwlhizhAjR6uwgYjTQyeowxlBuKigyRfS6vdyzQ0wySciGyCPvsSusT7qGXesSZ440GSJEaDYtNASaCKn6sYjkEOOEiFS+QGJoFpu4B9HqZQe32aYie5kYNjNHuPwIgby6Zb9f5EmccCnR2jfJTLeRmriBlxjB4GDCxZjAoz3ln3QNW+th0zP+HnAnQrBoB5GKI0qZf4YosN1CakwtmUCGLq8Da+fIX2Zwu9z0JGsts8zi4LAzsIsyp3y5pyzyVCETZntwB/W2njFvlGE7xKydxXrWn+0lRJAgBoMJGTzXJWVTZPyd51hrcYyhwBTSbGqpcCqJmkcHShGRXBCIVhCtfp3E8Pmsgttsth156VlsZpZw2QHC5YeU5SKrzpgAoZLnCBa2kIn1kZ5px4sP4yUnAONnCATCGBMkgIvjeNhMAuulsF4SvAwYgxMsJFR+hGBhM06kQtfqM0aB7RZijKHBacQxhk63g2k7TSGFSy6Is5ziUZ51mbGzhEyInYHdVDrqBSZrK2ryaAg0UWvrmbKTzNk5Zu0Ms3aGNGksHibPYNOQJk3IhCijggKnkHyTT4kp1T5aEdkSAvm1RGuPkxj+Ei8+hBOtXHKV1+VURbbWYlMT4GUIlx0mXHFkoYuCyFowgQih4h0Ei1rxEqN4yXHc1ARuYuT+/vIEISdJftjDy8T8Ps/59QSiVZhQMYG8Wpxg3kZ/G7JBFNhuMcYY6mggHIj4exO9SQooJGzCT33vUtOTEjZBnDilTiktznZKnNJVOHORpQmYAOWmgnL8ImWe9UiRxMNjuG2UsbFxjj73PGEiqnIsIltWIK+WaN1JkqMXcWN9mGAUEyp56grVUsd66ybxkmM4oWLClS/e36Ooe6qsD2McAnnVBPKqCfFT72S8NL1zt/jqzijH3v0l0fwyjKNwRny6ErYgYwyVpooiU0wPXQx7Q8SJk0/+onsKF0tPstaSJsWcjRM0QZpNC42BJoLaoygbzDEOUfzZ2XAmgjvjEjWarRWRrS8QKSev7iTpqR9JTVzHiw9iQsWYYMETA9ynbTuybgovPQXWu79H8ShOuGStvgWRJTHGYIL32/SESplNOFinQEGtPERXwxYWMRF2BnZT5pQz6A0wbaeY9WaJmoi/moXz0MD386rI1lpcXFIkSdoUIROiyqmmzqmnRJVkZRMKBAJkMtn3cxYRyTXGCRIuO0Agr4701I9kZnv8ADcQ9QMBJ/zwWP+YFVvrZbBuApueBeP4rYVKdhMsalUlWdl0gkE/fNF4Lz+nwHaLm1+99fvcTjPqjTBqR4jZGJ5xwTMETAAHg1MAbsBlxk7jWg8MBHAIE6El0ECFU0UBT54FFtlowWBQA52IPJMC0QoC0dfxyg6QifWSnm7DpmexXsp/gRPEmABhJ0F+OI2bGAMvDVgwAUwguhDMBvJqFNDKpqXAVp5Ege0zwhhDsSmh2CmhyTYTt3PMMcecFyNGDBcXJx3AJi2lpowCU0S+k0+eySOPfIJGl4psfsFgENd1N/o0REQ2jBMuIRwuIVSyBy89hZeaxktN4SXH/FVZM8tswhCIVuGESwlESnFCJZhwMU5w+a0CRdZbIOBPumi8l59TtPIMCpkQIVNCMSXwQB2Iu7fbicfj7D9yaONOTmQFlIosIuIzTpBApIJApOKh358aucSF24O888fvKgNLcpJWbOVJVN5OFiiNU3KdrmERkcUpKJBcp2tYnkSBrSxQGqfkOl3DIiKLmw8KdK+UXKVUZHkSBbayQGmckusCgQCu62Kf0LZKRORZNx8UaLyXXKUVW3kSBbayQGmckus02ImILE73Scl1uoblSRTYygKlcUquU4qdiMjidJ+UXKdUZHkSBbayQKnIkuuUYicisjjdJyXXacVWnkSBrSxQKrLkOg12IiKL031Scp0mZ+RJFNjKAqUiS65Tip2IyOJ0n5RcZ4xZKBYp8iAFtrJgPhVZFWUlV2kWV0RkcbpPylagLEN5HAW2siAYDGKtxfO8jT4VkawoxU5EZHG6T8pWoMBWHkeBrSxQepLkOl3DIiKL031StgKlIsvjKLCVBUpPklyna1hEZHG6T8pWoBVbeRwFtrJA6UmS63QNi4gsTvdJ2QoU2MrjKLCVBUpPklyna1hEZHGO4+A4ju6TktOUiiyPo8BWFig9SXKdrmERkaeb74Igkqu0YiuPo8BWFig9SXKdrmERkadTUCC5TtewPI4CW1mgNE7JdUqxExF5umAwqPuk5DSlIsvjKLCVBUrjlK1AKXYiIovTfVJynVZs5XEU2MoCpXHKVqDBTkRkcbpPSq7TNSyPo8BWFigVWbYCpdiJiCxO90nJdUpFlsdRYCsLlIosW4FS7EREFqf7pOQ6rdjK4yiwlQVKRZatQIOdiMjidJ+UXKdrWB5Hga0smF+xVWqH5DKl2ImILE73Scl1SkWWx1FgKwuMMUpPkpyna1hEZHG6T0qu04qtPI4CW3mIbhSS63QNi4gsTvdJyXW6huVxFNjKQ5SeJLlO17CIyOJ0n5Rcp1RkeRwFtvIQpSdJrtM1LCKyON0nJddpxVYeR4GtPEQ3Csl1uoZFRBan+6Tkuvlr2Fq70acim4gCW3mI0pMk1+kaFhFZnO6TkuvmO3l4nrfBZyKbiQJbeYjSkyTX6RoWEVmc7pOS64LBIICuY3mIAlt5iNKTJNfpGhYRWZzuk5LrFNjK4yiwlYcoPUlyna5hEZHF6T4puW4+FVnXsTxIga08ROlJkut0DYuILE73Scl1WrGVx1FgKw9RepLkOl3DIiKL031Scp0CW3kcBbbyEA12kuuUYicisrhgMIjneaooKzlLqcjyOAps5SGBQEA3CclpSrETEVmcggLJdVqxlcdRYCsP0Yqt5DpdwyIii1NQILlO17A8jgJbeYiCAsl1SrETEVmcggLJdco6kMdRYCsPUSqy5DoNdiIii9N9UnKdJmfkcRTYykO0Yiu5ToOdiMjidJ+UXKdrWB5Hga08RIGt5Lr5wU4rESIij6egQHKdsg7kcRTYykOUiiy5bn6w0wObiMjjKSiQXKexXh5Hga08RCu2kuu0EiEisjjdJyXXGWP0zCqPUGArD5m/SVhrN/pURLKiVGQRkcUpsJWtQFmG8nMKbOUh86kdapUiuUoPbCIii1MqsmwFWrGVn1NgKw9RUCC5TvtuREQWp7FetgIFtvJzCmzlIRrsJNcpFVlEZHEa62UrUCqy/JwCW3mI0pMk1+mBTURkcRrrZSvQiq38nAJbeYiCAsl1SkUWEVmc4zg4jqP7pOQ0Bbbycwps5SEKbCXXKRVZROTpFBRIrlMqsvycAlt5iNKTJNdpxVZE5OkUFEiu0+SM/Fxwo09ANhet2Equ8TJzeKkpbHoaNzmJl5rktecSFKe+Za53ABOI4kTKccKlOOFinFAJxtGtT0SebQoKJKekEjA1AtNjMHEPxgc5Nvg9ASz8zSiEwlBeB6XVUFLp/4gWbPRZyzrT0508RIGt5AJrXdz4MJmZTjKxPqwbB+sBBpwQhRGLYxN4qUmsdWG2GwDjhDChIkLFOwkWbMMJF2/sNyIiskEU2MqmZy2MD0H3Tej4AWLTkEn5XwtGKEjH8KyFqVHwXOhvAywEgpBXBC37oeUAVDWBoyTVZ4ECW3mIUpFlM7PWJTPTSXrqNm5iFKyLCRXhRCoeWoWdS4dIef5K7U/vteClsJkYyZFvSI1fI1jYRKhkL4FoxUZ8OyIiG0apyLJpWQtDnfDjN36wGo9BQTGUVPsrs8YAkBiZJpVOQXntw+/NpCE+Dde+gNvfQU0z7HkJtu1beK9sTQps5SFasZXNyktNkhy7TGa2G4yDEy7FBMKPfa1xHDzPe/j3jIFABBOIYK3FZmKkp26TifURLjtAqGSPUpRF5JmhFVvZlJJzfkB662s//bikEspqHxuQOo8Z6zHGD35DlVBcCYkYDHTAYCfsPApHT0FByTp9M7Le9BQnC6yXwbFzFEY9bGoCLzUJTggTyPeDApENYK1HZrqN1PgVvPS0vzobiCz6Hsdx/PSkJzDGYEKF2GABNj1FcuQ7MnODRCqfJ/DAKq+IyJbjuRCbothLEpq5v18xGIT8Yj+FU2SjDHbCpY/9/xdXQEX9oi83jsF6Tx7rAX+fbbQA5mb8YHmkF46+Dc1avd2KdAd7hnmZOG58yC+6kxjBTU7gZZK8ujtOYfI75nrawQlgggUEolUEwmV+EZ5oJcZor4KsPWtdUmNXSE9cAyeIk1e3pEmWx87iPoYxBhMuxQbTuLFeEulpojWvE8irfep7RURyQiYNw10wMQxjgzDaB4kYLw3fITwehHQnOAH/4b+i3v9RWg21rf7Kl8h66LwOX/8NJGahuhmCoae+ZaljPQD5RRDNh7EBOP8XMPcu7H1Fwe0Wo8D2GWOtxUuOkZntJjPTgZeZ9fcjOEGMEyEQKmAuaUh7UX9Fy2aw6VnSiTHSWIwTwsmrIVS0g2BB41NXzkSyZa1HauwSqYnrmGARTmjp1Q0dY5Y+2MH967oWm7hHYug80ZrjBPIV3IpIDpuZgN4f4e4lGB/0V2qdAETyIVpAMpxPJhCEwnL/a8m4H1y0/+C/rqwGdh2DbXuhSJkssoY6r8GFvwLXheqWJQebywpswb+uq5r86srffuRf9/tfV3C7hSiwfYZ4yUmS4z/gxvqwXhITLMCJVj+y+urZAC4OJhDBEIHgTwGFdRN4c4Mk5vpxQiWEy/YTLN6JMYH1/nZkC7PWkhq/Smrihl8cKri8kv2O42CXM9hxfw9utNoPbu99SbT2hIpKiUjumd+jePcixKb8QLa8DkIPT0R7oQieBSJ5/m/kFf70xUzKrzT71d/A1XOw8xgcOA55ap8iq6z/rn+duS5UNizrrY5x8OzyxnoASqr86/viJxDOg93PL/8YsikpsH0GWOs+sEdxBidchgmUPzGl0ywSFJhAFJMXxVoXLzVF4t5XBOcGiFQcxQmXruF3Ic8SNz5IeuI6Jpi/7KAWspjFvW8+uPXiQyRHvyev/hTGeXo6lIjIhrMWBtvh4qd+6nFhGdRuf2KbE8c4ZLwnFI8Khv2UZOvB7CRcOQuDHXDsF9CwSytcsjrmpuG730AqDlXblv32bMd6wC9KNT4Ilz6Fynp/8kdynjZKbnFeJkZi6HMSwxf84lB5dZhg3qL7FJdyozAmQCBSjhMuJTPTQbz/E9LT7X5LFZEVsG6C1NglsBmcUFFWx3hcVeQlv9cYnGgl7lw/qclbWR1DRGRduRm4/Cl89p9gpA9qWvziO4v07lxSUGAcPw25psXfn3v6P8P3v/X37YqshLXww1l/z3dlY1aTJSsKbMGvtjw74Qe3riqEbwUKbLcwLz1DYug8mZkOnEgZTqRsVQvvAJhABCevDs9Lkrx3gfTUjwpuJWvWWlIT13Hjw5hIZdbHeVpV5KcxTggTLCA9cQM3MZL1cURE1lw6Bd/8Gi6f9tOKa1uWVN14WUFBIOj3Ao0W+Ku3X/2134pFJFs9N+Hu91Ba6+99zcKSqiIvegDjB9Xdt/x+t5LzFNhuUV46RmL4C9y5fn8f7TKKPDnGLCsoMMYQiFSAE/LbpkzdVnArWfFSk6Sn7mBCxZgsBzpYhVlcwISKsG6c1MQNXc8isjm5GT+V8+ZXUFrjpx8vUVZBQWGpn7J5+zs/mNbKrWTDzcDV82DxqxVnaX6st6xgjA5H/WrJ17+A+Gz2x5FNQYHtFmS9NIl7F3DnBnCiNRhneVupsw0KnHAJJhAiOfo9bqxn2e8Xycx2Yd04Jot9tQ9ablXkx/FbAZXgzvXjpSZWdCwRkVVnLVw5A7e+8lMqHyz+tARZTwBGC+4Ht9/D5c/88xBZjsEOPwW5tGZFh3Hup9qvaNUW/GJS0+N+FXHJaSoetQWlJn/EjfXiRKuyWvVayWqXEy7FTYyQHLuME6lcVosWebZZN0lmpgMTyF9SyvzPxeNJvvr+Jn0DI1y/cYe5eJy609c5tG87v/fea1mdkwnk4aUmycx2E4io3YWIbCKDHXDjK79dzzKDWlhhZku0wN/De+trqNsOjbuzO448mzqugudBOLuWkfFkii9vtnGjo5trd9o53TuJ4zgc2d7Er149uvwDOgG/Z3PbZdh5NOvUaNl4WrHdYtzEyP1qsgVZV3NdrCryUjiRCrzEGKnxK9hsyrDLMykT68NLTWPC2aUlTc3E+Oq7G/T238N1vVVJHzbGYIL5ZGY6sG5yxccTEVkVyTm/4E06CUVLTz9+UNatUuYVlvotWi59CvFY9seRZ8vUCPTeXlFv5KlYnC9uttE/PkXGW53xnuJKuNcLw90rP5ZsGAW2W4j1MiRHL2HdBCbLarKw8v2JxjiYSBnp6btKSZYlcxOjgM26J3IgEKCpoZpXX9zP3t1Nq7Yv1gQL8dKzeEmlI4vIJnHjS3/FtrIx60OsRi0CKhvgXjdc+3xlx5Fnx9gAJGahoCTrQwQCDs3VFbzyXCs7q8tWZ7yP5Pl7xkf7V34s2TBKRd5C3LkBvPggTrQiq1TOeasx2DnBPNz0NKnJ2wQKtmGM5lDkyay1eIl7yypy9nNVFSX8kz96F4DY7NSqbfsyThCsi5eeIkDt6hxURCRbsSm4c9FfqQ1m32d7VQLbQBCKKvwUzj0vQ7G2bMhTTI76/1/Bc2pVSRH/7J3XmZycZGSgj57EKg34gQCMD63OsWRDKLDdIqy1pGfasYCTRQpyd+8w/+HPPwHg3r17WAs1NT8sfP34q4d489VDyzqmv992GC9xj0CeAgJ5MuvG8TIxWEFg+yDHcVa9krGbmiT7R0gRkVXScwtmJ6F2+7Lf2jU8yr/79AIA0zPTjI+Nc7pncuHrJw4+x4lDzy3voIWl/upxz0048Mayz0meMaN9EFydsd44fnC8auN9pMA/PzezpJZZsvloGW2L8FITuHMDK0pBnmeMWZ39iYEIeBnSM9qvIIuzqWmsm8Q4qzTYsTrX8IJABE/9bEVko7kZuHsJwnngrOwRbj6za8X3SuP4AUHbZb+nrsiTpJMwMey311kFC1WRVy2wzfNb/sxOrs7xZN1pOmKLcGN9WDeBE86uiMSD3nhpHwUFYQ7s37/we8VF2VU3NqECMrNdeOWHcIJ5Kz432ZqslwLrQpb7a3/OccyqtqAwJoDNJLDWrijNX0RkRYa7YGwQyleeBfWLQ88xPTLMSy+9ROB+gFBSkOU4XVLh750c6oSmZa74yrMjnfQnZ8LRVTncQmC7kj62DwqG/PNLJVbneLLuFNhuEW5iBJzQqjx0V1YUU1wQpqmhesXHMoF8vOQYXmpSga082f3KnKtx/boZl/HxCVKpFLHZ2OoMd8bcHzg9QG0ARGSDTI6Al4HQyrNbqkuKyUvO0lhZSmgFe3UBCIbBc2HyngJbeTLX9cf7Vai7YrGMjoySSCaZmY4Trgiv/PyM45+f5678WLIhFNhuAdbL4CXHVy2N87MvrjE5McXpr9upr63g1Rf20dpcl9Wx/MI73v+/vf8MjivLEjzP/3vPJYRDay2otQwGyaAAQ5CRWSkqu7MqM6trssTk1HRb9VrPfpixXVuz/bQ7Zru9uzaiymp6prdzpqe6qzYzO7MEGZERBLVWQREUQWitlcP1e+/uh0ciyKACHA44AJ6fGYwIBPz5Benw+869556DSkwByV1DvAVSsQmqYGhokNa2NiKRMD6fj+GRYVpbWhgZXk1hYWHyz6Oe1rmQ3VohRBqN9ackKAD4x5tf0tHVw/n+IDUlhexb10h9WVHyF9Rdzq6tEK+iaTjz6PyWnKeCU7Q8bmFqaopAdjbh3lEikQhVuRlYtoWRdB9a5YxPCp4uWxLYrgB2YtI5n+iee4P2l4lEYliWTSwWp72zn46uAb714R62bGhI8ooaVkwK74jXeJKCnGyq73RwmpaWx0xOTlJUXMyGDRsZGEsQi8Vxud18+eU9srOzqaurIy8vP4n41AbNLdW9hRDpY9sw3APe1JxPDEXj2EoRicdp7R+mbWCY776zla0N1cld0JfhtEqRwjviVQyXczY8yWrc8USc9rZ2+gf6yczMZOu2rWQNTdA6nWByYpLBwSGuXL5CTU0NZWVlM6nKs2bbzvgMycxaruSdZwVQiWmUHUfTk0/D0DSoqSplbWMVoekJ+voHiSTc9A+OopTis9M3WLeqGo8nifDU8GDHRpIem1j5NFcGmu4GOz6nysiJRIKOjg76+vrweLz4swrRXFmMTfQD4PV6yM0rJCO7kI6eXvoHhqmoKKWuto6c3Nn30FN2AsM3/9R8IYRIWiToFLbxJn+sR9M06koKWVdVhguL23fuEfJkMTIdRin45MaXrK8ux+NO4vbQ43f6k4ampO2PeDlvhvMRmVsfW6UUvX29dLR3AFBbW08Ig77JMP1jk7gMFwUFBRTnBRiLK766fJ2Kglw2rl1NaUnp7BfM41EnzT8jkMQPJ5YCCWxXAKUsQJvX+cTqyhL+4J+WANDZ0YFLN9mxYxf/w//ya2KxOLFYnJ6+Eepr555OrGk6yjaTHptY+XR3AAwfyo7NqpetUoqB/n7a2ttRStHY0EBGZg5/8f/9zQvf29UzSFfPICg4sGcDlmXxxRe3yM/Pp66ujqzsWVQSt00MX2EyP5oQQqSGmXDO/iWdZgk1xQX8Z+/vBWBqaoqJvgCbtmzlf/n8CtFEgmgiQffIGA1lSSzkGYYzPiuR9PjECqfrUFQJj2/N+iETExM8bnlMKBSirKyMuro6wjGTf/ebz1/43r7xKfrGIZ5IkB2wefTwEd1d3dTW1lJUXIT2pnStWBjyisGXXMFUkX4S2K4EygYtNRXhxkbH6OjsJBQK0dHeSnaGl1jMKd8fjiRbJU5zKt4K8Qqa7sbw5mGG+3hTzvrU5BSPWx4zHQxSWlpKXX09Ho+HicnpNzwJBHIDbFnfwMjIMO3t7dy4cYPCoiLqamvJyHz5RPa0jYDmlhVcIUQa2XbKCu+Ew2FaWlqIRCK0t7TgNSD6JB4Nx5Jt2aM71eil8I54nfwyUNff+G2xWIzW1laGhoYIBALs2L6D7CcL0eHY6zdLPG4PDfUNNJTk0d7ezv3798nqyqKuro78gvxXB7jxKBRVPS2qIZYhCWxXAk0HNb9fwvaOXkLT44yOjJCbm0tVVRXd3b3cufcAr89PTk4umRnJlmdXKWvjIlYu3VsI06/ueRyPxWlrb2NwYIDs7Gy2b99OduDrYDM3J4v/83/1B7N6rsKiIgoKCxkaHKSjo4Nr169TUlxMbW0tPv830vzsGJruQffMPm1KCCFSTte/rtqapK6hERLTk/T09OD1elm3bh2DQyPcf9yK4faQm5dLpjfZQpS2ExDMY0dZvAVyCp3XsZlw2ut8g23b9PT00NnZiW7orF27lpLSkueC0dysDP6vP/nOrJ5u86bNTE5O0t7ezt27dwkEAtTV15GX+432mMp2FmbySub144n0ksB2BdA0F6CSKrxjWzZdXZ3823//j9gKDuzdQSC3hHA0xuOuIFnZASYnJjHjMWKRKRLxQtxzPGerlI2uS+ko8XqujDLi4x6UFUUzvl5EUbait7eHjs5OdE1j9eo1lJbN4czMK2iaRklpKcXFJfT399PZ1cnQ1auUlZVRXVOD98nNnYoH0f0l6J7ceT2fEELMi8vtBI1J7IgqFEODQ/zVf/qEaCzBvs1r2VRVSzhucWcsQl5BIeMT44wPDzMx2Mt0tp+srDkWpLSepEkbMt+L1yiuhpwiCI5C3vP9mEfHRmlpaSEaiVJRWUFtTS0u1/xDlZycHLZs3cL4+Djt7e3c/uI2uXm51NfVE3i6QD49CZnZUFo/7+cT6aOpp3l2YtmyYmNEuo+jubNmdT4RAAXDw8O0trWSiMe5fq+H6bCFrr8YLGhovLuzEbeeAKWoqKykqrIK1yyLS1jhAdy56/EVvzOXH0u8ZZSyifR+jh0ZQPc7LSfGx8ZpaXlMOBKhoryc2tq6Wb/u5sq2bPr6eunq6sKyLMorKqiqrMCwxvGVHsQdSLYquBBCpIBtw2/+BwgH57SrND09zeOWx0xOTHKhc4gIrpcGC7qucWR9Pa7YNJFwhKLiIupq68jImGUV5slh8Pjge38uVZHF690+DddOQFkjaBqRSISW1hZGR0bJzctlVeMqMl9xPGi+FIrRkVHa29sJhUIUFBZQV1tHVnAQ1r4D+763IM8rFoe886wAujuAZnidlj+zCGzDoRCPW1qYGB+noLCQxoYGGlat597DDjq7BwmGwsRiCTL8Pqori9mzcz1lJfmYCZPu7i56enro6+2lqqqKispKjDeWRVcY3tyU/Kxi5dI0HXeggWi4l2gkRGtbByPDw+Tk5rJz/Xoy57p7MEe6oVNZVUVZWTk9vT10d3czNdpNYVEZ1RWF0q5KCJFeTwvvfHVjVt+eMBO0t7fT19dHRkYGW7ZsYdVGuNvRS/vgCMFIlGg8QabPS01xAfvWN1CWn+sU5xsYoKOzg6vXrlJaUuoc0/C94ThSNAxl9RLUijerWQ/3zmNNj9M1Mkl3dzduj5sNGzZQWFT45iJP86ChUVhYSEFhAUNDQ3S0d3D72hWqAl6y91SS9+ZLiCVMdmxXiEjfScxwL4bv1c3VTdOks6OD3t5efH4/jQ2N5BfMvSR/PB6nq6uLvr4+XC4XNdXVlJWXv7RfmLJN7Ngo/oqPcGXMvaKyeLvEo9O03/h3jA13E054aahvoLi4OIm+sykYSzzKaN9DrtwP0zWWyb59+3jnnXfweJJvqyWEEPNy/xJc+jsoe3UGiVKK/oF+2tvasZVNbW0tFRUV6HMsOmXbNn39fXR1dpEwE5SVlVFTU4PX84oF9P5W2P0xbHpvTs8j3j7Ktun/xV8SutlMv8qgqqaa6upqjDScz7Zti8lHX3B/MsFJvYIt27Zz8OBBcnNzF30sYv4ksF0h4mN3iY1cRfeXvXj2UMHg4ACtbW3YlkVNTQ0VlZVzb1z9DbFojM7ODgYGBvB4PNTU1FJaWor2TDqzHZ8CIKP6O+iu5HvviZVNKcWjR4/45JNP8GtjHNmRRXFZHS7vwu7Svo4dGUT3FWIG9nD+wlVu3LiBz+fjvffeY+fOnSk59yOEEHPS1wq//XeQWwovCTAnpyZpedxCMBikpLSEhvqGeS/GWZZFb28vXd1d2LZNRUUF1VXVuN3P5LGYcRjtg/f/GVStmdfziZVtaGiIEydOMNT6kO/4xqgtKcRbVpe+AU2OgG1hNv2YG11DnD17lmg0yo4dOzhw4MDcz5qLtJLAdoWwYuNEek6A4UV3fX0eZjoY5PHjx0xNTVFcUkJ9ff1MUZxUiYQjdHR2MDQ4iN/vf9IvrBhN07DC/bhzN8j5WvFKIyMjnDhxgtbWVhobGzl29CiZ9mMSE/fR/aVoKWhtMVd2YhqsGL7yJlwZ5YDTS+/MmTN88cUXBAIBDh48yJYtW2aRii+EEClimXD838D4IBRWznw5Ho/T1tbGwMAAWdlZrFq1ipxAaiu5m6ZJd083Pd09oEFVZRWVVZW4DJcT1Gbnwbf+C3BLVot4UTQa5fTp01y9epW8vDyOHj3KKm0azv3SKSaVjt6xiTgMd8Guo7DlEOD8Ll25coULFy5gWRa7d+9m3759sz9rLtJKAtsVQilFbOAMiel2DH8piYRztqa/v5/MzExWNTaSs8BpFaHpEO0d7YyOjJCZmUldTQW52W4yKj/C8Ev5dPG8WCzG2bNnuXz5MoFAgKNHj7J69Wo0TcM2w0T6PsOOjaH7SuZdAXkulBXDjo3hyd+Cp2D7C889MjLC6dOnuXfvHvn5+Rw+fJiNGzcu6hiFEG+xB1fgwn+C0npsDXp7e+no6EDXdOrq6igre0nmVgrFE3G6u7rp7e1FN3Sqq6qo1GPo+74LG/Yt2POK5UkpxRdffMHnn39OIpHgwIED7Nmzx8l6sm04/0t4dB1KasC1iIsitgUD7VC5Go78BNzPb/pEo1EuXrzI5cuX0TSNvXv3smfPnpRvDonUksB2BTGnu4j0nWRoPE5bexeAM8mVly/qTXdwaor29nZUfJSElkv5hh/S0NgoN/4CcCa5u3fv8tlnnxGNRtm/fz/79u17IbXXigwRHTiLMqfRfMWL8vpRVhw7OoI70Ii3ZC/aa9pUDQwMcOrUKR49ekRxcTFNTU2sWbNGXudCiIUVmoS//0umpqZ42D9COBymvLycuro63C/pC7pQYrEYnZ2dTPV24HEZmMf+lC37DkkWi5jR19fH8ePH6enpYdOmTXzwwQdft9d5KjINZ/4Wuh9BSe1Le9umnG3BYIeT9XDoh86O8SuEQiHOnz/PtWvX8Hg87N+/n127dj2fii+WDAlsV5DOjjbab/41fn0Sb3Y5dXUNc+45myq2GWZ6YpCL9y3ufDVKTU0NR44cobq6Oi3jEUvDwMAAx48fp6uri/Xr1/Phhx++tkCDGe4nNngB25xG9xUtaFqysqLYsTFc2Q34it+ddeusnp4eTp48SXt7OxUVFTQ1NVFfXy8BrhBiQUxOTvLlv//vyW27RiK3jIY1a9N3DtAyiXd/xW0tn+NDFjk5OTPHNOZbx0MsX6FQiJMnT3Lr1i2Ki4s5duwYtbW1r37A9ISTktz7FRRVv7B7mlKWCUOdUFABB34A+bMrbDo1NcXZs2e5efMmmZmZHDhwgO3bt8tCzhIjge0KMDU1xWeffcbdu3dZU1/EkW0+MjIz0T2pPV8zW0rZ2OF+3Lnr8RTtoaWlhebmZgYGBmhsbKSpqYny8vK0jE2kRyQSobm5mevXr1NYWMixY8eor59dE3QrMkR06CJ2bBTdk4eW4iJkSilUfBxlx3EHVuEt3I1mzD0dqr29nZMnT9LT00NtbS1NTU2ykCOESBnTNLlw4QLnz58ny+Pi9wviFBNFK6mFdC2kDXZAQTl8+J8xHAxz6tQp7t+/T2FhIYcPH2b9+vWyyPcWsW2b69ev09zcDEBTUxM7d+6c3SJHeAou/gY670NGAAKFqX9dT0/A1AiU1cG+70Nu8ZwvMTY2xunTp7l79y45OTkcOnSIzZs3y0LOEiGB7TJmmiaXL1/m7NmzuN1u3n//fbZu3Up8/B7xkWvovsLXplIuFDs6jOYO4K/4AN3lFANQSnH//n1OnTrFyMgI69ato6mpiaKiV6d/iOXPtm1u3rxJc3MzlmVx6NAhdu/ePecVTjsxTXzsC8ypVpSmo3vzU7J765ynHUV35+DJ34wr0ICmJb/6qpTi8ePHnDx5ksHBQVatWkVTUxNlZdLqSgiRHKUUX331FZ988glTU1Ps2bOHAwcO4B3rhZP/u7O7lT331n3zNj0BsRA0/RgqVs18ub+/n+bmZh4/fkxpaSlNTU2sWrVKAtwVrrOzk+PHjzM0NMS2bds4cuQImZlzLAiViDlnyO+dd1KUCytSs3trmTDS46Q5r33HaUk1z2JVQ0NDnDp1igcPHshCzhIige0y1dLSwokTJxgfH2f37t0cOnRopnm6sk2i/acxQ53ovmI0ffHaktixCVA2vtL3cGW9uFtl2zZ37tzh9OnTTE5OsnnzZg4dOkRenrTEXmm6u7s5fvw4/f39bN26lffff39e6XJK2ZjTncTHvsCOjYPuQnfnzHl3VSmFMkOoxDRoOq6sGrwF21Ka4aCU4ssvv+TUqVOMjo6yfv16Dh8+LAs5Qog5GR0d5cSJE7S0tNDQ0MCxY8coLCz8+htunYSbnzs7T/7sxRtYNATjA04l2R0fvnRnrauri5MnT9LZ2UlVVRVNTU3U1aWxrYtYEM9mDVZWVvLxxx/PPytvuAdufgZ9LaBwdm/9WXPfwY2GYGrUCWyLKmHHB1DemNKd4L6+Ppqbm2lpaaGsrIympiYapa5M2khgu8yMj4/zySef8OjRI+rq6jh27BjFxS+mUthmiOjAOaxw76IFt3Z8AmUn8BW9gzvn9X3sLMvi5s2bnD17llAoxPbt2zlw4MCLRQXEsjM9Pc1nn33G7du3KS8v59ixY1RVVaXs+rYZxgp1k5hqwYqOgLLA8KLpXjTD+8JrXSkFdhxlxVB2DOwEmpGBK6sSV1Y9RkbZgp3dtW2b27dvc+bMGVnIEULMWjwe5+zZs1y6dIns7GyOHj368uJ0lglXT8CXFyFvkYLbaAjG+p2dr3d/B4xX318opWhra+PkyZP09fVRX19PU1MTlZWVr3yMWB6+mTX4wQcfsGXLltQFdIk49D2G1ttO/+ZoCNw+8GWAN8PZyX32uZRy+inHIhALO396vE615cZtULkGvKk9yvSszs5OmpubZxZyjhw58vpzxWJBSGC7TCQSCc6dO8fFixfJzMzkww8/fGPKg52YJjp43gluvQWzLoYzV0op7NgYGuAt3IkrZ/aVYROJBNeuXePcuXMkEgl27drF/v37556+ItLOsiyuXr3K6dOnMQyDI0eOsG3btgU7d6KUhRUZxAz1YEeHsBPTKCsGyn76HTPfq+keNMOL7s3H8Jfgyqxa1DPopmnOLOREIpGZhZzs7EXcYRFCLHlKKe7du8dvf/tbIpEI7733Hnv37n19BVYzAdc+gfuXICsXsvIW7szt9AQER2HNbnjn41mniSqlePToEc3NzQwNDbFmzRqampooKZFWgMvR48eP+eSTT16aNZhySsHYAHQ/hMFOmBhyglwz7rzOZ6Z65aQaezMgUADFNVC1BoqqYJHOvyqlaG1tpbm5eWYh58iRI1RUVCzK8wsJbJc8pRQPHjzg008/ZXp6mn379rF//348ntmlX9pmmPjwVRLTHWi6G82Tl9L0iKc9P3V3AE/hdlxZdUldPxaLcenSJS5duoRSij179rB3796Fe6MUKdXW1saJEycYGRlh165dHD58GL9/4VZGv0kphbIiqPgUthlydnFRoOlomhvNE0B3BxY1Lf9lEokEV69e5fz58yQSCXbv3s3+/ful8bsQgsHBQY4fP05nZyfr1q3jo48+em3V+OdYJtw54+zcJqJQUJnatimW6aSHuj2wbg9sa3rtTu2r2LY9c0xjbGyMjRs3cvjwYQoKClI3VrFgxsbG+PTTT9+YNbig4lGYHIHgmLOooyzQDOf1mJ3nBLXzPD87X0opHj58SHNzM8PDw6xdu5bDhw/LQs4ikMB2CRseHub48eO0t7ezZs0aPvroI/Lz514gQikbc6qF+Ngd7MQkmicXzfDPK8BVtomdmATbxJ1ViydFZxTD4TAXLlzg6tWruFwu9u7dyzvvvDPrQF4sromJCX77299y//59qqur+fjjjyktLU33sJa8aDTK5cuXuXjxIgDvvvsu7777rizkCPEWikQinDp1imvXrlFQUMDHH38866rxL+hvd87c9rdCZq5TVGo+u1W2DdPjMD0GJXWw/X0ob5j3jrBlWXzxxRecOXOG6elptmzZwsGDB2cfyItFlUzWoHAWcu7du8epU6eYmJhg48aNHDp0SBZyFpAEtktQNBrlzJkzXLlyhdzcXI4dO8aqVave/MA3sOOTxEe/wAz3oKwomisDzZ096yqwSimwoqjEFEopdG8untyNTyrJpjbNIxgMcu7cOW7cuIHf7+e9995jx44duFzp3XETjkQiwcWLFzl//jw+n48PP/yQjRs3yiQ3R+FwmPPnz3P16lXcbjf79u1j9+7dspAjxFvAtm1u3brFyZMnsSyLgwcP8s4778y/L2Ys4uzcfnUNpifB44OcwrlVl03EnKI7sbATIK/aDpv2O2meKWSaJtevX+fcuXNEo1F27NjBgQMH0teXVzxnvlmDwvHNhZytW7dy8OBBcnLS05ZzJZPAdglRSnH79m0+//xzYrEYBw8eZM+ePSkN5pRS2PExzOlOzKk27EQQJ2XTQDN8TnugmSBVoWwL7JhzdhHnrKLhL8EVaMSVUZFUv8+5mJiY4PTp09y+fZtAIMDBgwfZunWr9AtLk6fnpD799NPn2054F7CZ+lsgGAzONH5fCgs5IctmIGEzGLfoj1uMmDYJ2znK5NEh39Ap8xqUuA1KPTrZhvw+CjEXPT09HD9+nL6+PrZs2cL777+f+jP3oUnoegAtt2CkD2zTmd+9T4rv6MaTM4oKbAviEYiGndRO3YD8MiegrV7nnN1dQPF4nCtXrnDhwgUsy+Kdd95h3759i3qkRTwvVVmD4mumaXLt2jXOnz9PNBpl586dvPfee2lbyInbiqGEzUDCYiDuzPlRpbAUuDXINnTKPQYlHp1St0G+S1vyGxgS2C4RfX19HD9+nJ6eHjZu3MiHH3644BWClRXFigxgx6ewoiPY8TGUFf+6+I6mgWagu7LQ/UUYnlx0b4FTiGqRX9gjIyOcOnWKL7/8kvz8fA4fPiw7hItsZGSETz75hJaWFhobGzl69OjzbSfEvI2Pj3PmzJmZhZxDhw6xZcuWRVnIMZXiUcTkajDOvVCCaVsRtZ3pwaNp6E9+1WwFCaVQaHg0yDI01vhd7Al4We934dHld1KIV5menubzzz/niy++oKysjI8//jilVeNfyjJhsAPGh5xqxiO9EAmC9aQWAZoTyPqznJYo+aVO+6CS2tSe052FSCTCxYsXuXLlCpqmsXfvXvbs2SOLp4toobIGxdfi8fjMcaTFXshRStEdt7gxneBKMM6UaRO2FQpwP5nrNZx3hoStsAFDgyxdp9xrsC/bw5ZMNwHX0lzQlsA2zcLhMCdPnuTmzZsUFxdz7NixtJUHV7aJsiKgLJRSTnqx7p73edxUGhgYoLm5ma+++oqSkhKamppYvXr1khnfShSLxTh79iyXL18mEAjw0UcfvbzthEiZ4eFhTp8+zZdffklBQQGHDx9mw4YNC/J3HrMVl4Nxzk/FaI9amEpR4HZ2YX0ar3xOpRRxBUHLZsS00dCo8RrsC3jYm+0lw5DXhxBPPVs1Xtd1jhw5wvbt29OTfWTbEJ4CK+F8rutguCEj2wlwl4BQKMS5c+e4fv06Ho+H/fv3s2vXrtdXhxbz8mzWYDwe58CBAynPGhTPe7qQc/nyZQzDmKkrsxALOUop7oZNzk3FuB9OELQUuYZOjksjQ9fQX3N/kVCKkKUYNW1itqLEbfBOtpv9AS8lnqXxnvGUBLZpYts2169f59SpUyilOHz4MLt27ZIU21nq7u6mubmZ9vZ2KioqOHLkCHV1yVVkFi+XVNsJkVL9/f2cOnVqwRZyOqImvxqNcCeUwKtrlLqNpAPSqK0YjFuEbMW6DBffL/Czxi+vFSHa29s5fvw4IyMj7Ny5k8OHD0sl9FmanJzk7Nmz3Lp1i8zMTA4ePMi2bdvmfw5ZPCcdWYPia9PT05w/f55r167h9Xp577332LlzZ8rutyZMm38Yi3JuKkbCVpR4DHKM5NKKTaUYTtiMmTalboPvFPh4N9uDsUTuvyWwTYPOzk6OHz/O0NAQ27Zt48iRI9K3NUltbW00NzfT09NDbW0tR44cWfi0rrfAwMAAJ06coLOzk/Xr1/Phhx9Ktco06u7u5uTJk3R0dFBZWTmzkJOsuK04ORHlk4kYk6aizmfgS1EKcdxWtMdMMnSN93N9fJTnwy/pyeItNDk5yaeffjpTNf7YsWOUlZWle1jL0tjYGKdPn+bu3bvk5uZy6NAhNm3aJJsB87SUsgbF8ws5WVlZHDhwYF4LOUopboUS/GYsQlvUotJjkJuiFGL7SUpzzIbdWR6+X+ij2J3+BScJbBfR1NQUn332GXfv3qWiooKPP/5YmjangFKKr776iubmZgYHB1m9ejVNTU3SdiYJkUiE5uZmrl+/TmFhIceOHUu+7YRIKaUU7e3tnDx5kt7eXurq6jhy5AiVlZVzuk7EVvyH4TBnJ2PkunRK3XrKMx2UUoyYNsMJxe5sN39YnCEFpsRbwzRNLl68yLlz5/D5fHzwwQds2rRJMopSYGhoiFOnTvHgwQOKioo4fPgw69atk7/bOXqaNdjc3AwgWYNLzOjoKKdPn+bevXvk5ubO1JWZy7+PUoqTkzF+ORLBUlDjM3AtwO/JtGXTGbOo8xn8cXEmNb70pq5LYLsILMvi8uXLnDlzBrfbzfvvv8/WrVvljTjFlFIzjd9HR0fZsGEDhw8flgJHs/DNthOHDh1i9+7dku61BM1nISdiK/7XwTAXgjGqvcaCB5thS9EWM9mZ6eGPSyW4FSvb09/NTz75hMnJSd59912pGr9Aent7aW5uprW1lbKyMpqammhsbJT7qlmQrMHlY3BwkFOnTvHw4UOKiopoampi7dq1b3ydK6X4ZDzKr8aiZOoaZQt8DtZSiq8iJuVeg5+VZFKbxuBWAtsF1tLSwokTJxgfH2f37t0cOnQIn8+X7mGtaLZtc/v2bU6fPs3U1NRM4/e8vLx0Dw3iUac3YDjoVKpEOcU6PD4IFEBGYN6N7+equ7ubEydOzLSd+OCDD6SH4DLw9Az06dOnGR0dnWn8/qqFnISt+PfDYU5Nxqj1GmQuUpAZtRUtUZN3sz38UUmmpCWLFWl0dJRPPvmEx48f09DQwLFjx2RRdRF0dnZy8uRJurq6qK6upqmpaWmk0pomDA7C0BDE404FapcLvF4oLnY+FnnhWLIGl69nF3LKy8tpamqioaHhlQHu6ckYfz0UJsvQFq24k/2ks0K11+DPyrIoT1NRKQlsF8j4+DiffvopDx8+pLa2lo8//pji4uJ0D+utYpomN27c4Ny5c0QiEbZv386BAwdS3yvwdWwLBrugvw2Gu2FiyGl4n4g9/3264fQVzMqF4mqn5ULlaudrCyQtbSdEytm2PdP4fWpqaqbx+zfPRJ+aiPG/DoepSEPf2bCl6IiZ/JMCP79TIH0pxcoRj8c5e/Ysly5dIjs7m6NHj0rV+EWmlKK1tZWTJ0/S399PQ0MDTU1Nixu0KQW9vfDFF9DSAm1tMDUFoZDz/57SNMjKgpwcWLUKGhpg2zYoKVmwoUnW4MrR0dFBc3MzXV1d1NTU0NTURE1NzXPf0x41+f/0TaMUVHgXN7i0lOJhxGRHpof/siwzLe3/lm1gq5Ri3FQMJCwG4zYTlj3Tb8mja/h1jVK3TonHoNitL0he+cskEgnOnz/PhQsXyMjI4KOPPmL9+vXyBpJG8Xicq1evcuHCBRKJBLt372b//v0LW5UyGoLuR9ByC4a6nEDW7QNfhhOsur3P78yaCYhFIBZy/kRBThE0bIGaDZBXkrKd3CXVdkKkzNOFnLNnzxKNRtmxYwfvvfce2dnZ9MYs/l9908RtReUiT3RPDcYtEgr+ZXkWq/zSPkLM3rRlMxC3GUxYjCacdhMm4AJ8hkax26DkyXy/WBkBTzMmPvvsM8LhMPv372ffvn1SNT6NlFI8ePCAU6dOMTw8zNq1a2lqalrYTYVEAu7ehQsX4NYtmJhwdmWzsiA72/nz2bnVsmB6GoJB5yORgIIC2LkT9u6F9etTupMrWYMrj1KKlpYWmpub6e/vp7GxkaamJsrLy4naiv+xf5q7oQRr/a60xB6RJwvZf1Ccwfu5i/9aW3aBbX/c4uZ0nBvTCUYSNtO2jaWcZsIv0sg0INvQ2ZjhZmeWm1V+14KUpH76hvrpp58yPT3Nvn372L9/Px6PJ+XPJZITjUa5dOkSly5dQtM03n33Xd59993Unn+ybej8Em41w/iA0xswpwi8c9ylskwnZTkyBf5sWLMLNr037x3ctrY2Tpw4MdN2oqmpaVEagovF8+xCjmmabN+9mwerd3I7pliXpokOnPfIh1GT9X43f16eJSnJ4rWmTJvboQRXp+P0xiymLUXsyd2KhkID1Mx/Kfy6RpahUet18U62h42Z7gV7jQ0ODnL8+HE6OztZt24dH330kVSNX0Js2+bu3bucPn2aiYkJNm7cyOHDh8nPz0/tE7W1wX/4D05ga1lQWgr5+XNbhLZtGB110pY9HifA/b3fg3nuNkvW4Mr3zYWcdevWoXYf5ETCQ73PlbJOB8noi1vowL+qyKLau7gL2csisFVKcT9icikY5850gnHLJtvQCBg6WbqG+xX/eLZShGzFtOXs7np1aPS52BvwsDPLk7J/9OHhYU6cOEFbWxurV6/m6NGjqX8DFSkTCoW4cOECV69exe12s3//fnbv3j3/lfbQpBPQttwCTYf8UjDm+QutFExPQHAUSmphx/tQ1jDn3dtvtp34+OOPpWr0CheNRrl48SK/ut/KjeoNrM0P0FhZgcuVvt3SmK1ojZr8UUkmh3KkoI54UW/M4nIwxpVggsGEhUfTyHXpZBkaXo2XLswopYjYMG3bTJgKW0GFV+fdbA97sr0UuFOTjRKJRDh16hTXrl2joKCAY8eO0dDQkJJri9SzLItbt25x5swZQqEQ27Zt48CBA+Tk5MzvwrEY/Pa38Hd/B+PjUF8PqcgAm552guXSUvjd34VDh5xzuXMgWYNvn6cLOf9w4RKfFq8mPy+PrdUVad20eBq37Qt4+FlJ5qK+/pZ8YDv5TFPhqK0odhvku5JrKhyybPrjNgml2Jjh5ncL/dTPo3JXNBrlzJkzXLlyhdzcXI4ePcrq1auTvp5YXFNTU5w7d44bN26QkZHBgQMH2L59e3I3/gMdcPE3MNYHeaXOLmsqWSYM94DbA5sOwOYDz6c3vYK0nXi7KaX4f3aOc7prAHraMQyD6upqysvL01bxui3qFJf4ryuzF+2IiFj6Erbi3FScfxiPMpKwyHfpFCV5jChuKwYTNpOWTZXX4Lv5fnZludGTfL0ppbh16xaff/45pmly6NAh3nnnHakav0wkEgmuX7/OuXPniMVi7Nq1i/379ydXJHF0FP7Nv4Hr1yEvD8rLU1vwUSno6nKC3H374E/+xElpfuPDJGvwbXdiNMxftAygdbVgxuOUlpVRW1OTtqrsY6ZN2FL8N5XZi3rWd8kGtkopvggl+PWTpsIVHoO8FDUVjtmKtqhJwNA5muelKdc3p91bpRS3b9/m888/JxaLceDAAd5999207oSI5I2Pj3P69Gnu3LlDTk4OBw8eZMuWLbM/c9rbAud/5ezYFtfMKuBMWnDMeZ7NB2D7+07RqZd4tu3E1NQUe/bskbYTb6G2qMn/oydIvkvHayXo7Oykv78ft8dDTXUNZWWl6LpOIhKh4/plJvt6mRrsxzITAJSv38yGo99+7ppDLV8x9PghE309RCYnZr6+/0/+Of6c3DeOKWwpeuMW/6oiiw0Zch5RQE/M4lejEW6G4gR0nXJPanorW0rRFbMwFewNePhuvn/Ou7c9PT0cP358pmr8+++/v7gFCEXKxGIxrly5wsWLF7Esiz179rB3797Z72wNDcFf/AXcvg2rV8NC7ohNT0NrK7zzDvzZn8FrUt0la1DEbMX/rWeKkYRNhUujr6+Prq4uLMuivKKC6qqqmUWOxZrvlVLcD5v8sNDPtxexaOSSjMRspfh0PMpvxqLYCtb6XSld2ffqGmv9LgYTNn8zEqEzZvEHxbPrsdjf38/x48fp7u5m48aNfPDBB/NPaxFplZeXx/e//33279/PqVOn+M1vfsOFCxc4dOgQGzZseP0NVn+7E9RGpp1U4YXegcrOd4LZO2ecP7c2vRBIj46OcuLECVpaWmhoaOAnP/mJtJ14S92cjhOyFTWGhubysnr1aqqqqujo7ORxy2O6u7uora0lQ4OOa5dmdc3+L+8w1PpV0mPKMDRMpbgajEtgK/gynODng2EGExa1XhcZRureQw1No87nYsq0OT0Zoztm8UclGbM68zU9Pc3Jkye5desWpaWl/PEf/zHV1dUpG5tYfF6vlwMHDrBr1y4uXLjA5cuXuXbtGnv37mXPnj2v390cG3OC2jt3YN065zzsQsrKgjVr4MoVZ47/5//c+dozvpk1+OMf/1iyBt9SX4YT9MRsarwGhq5RVVVFWVkZPb29dHd309/XR2VlJVVVVUSDU4sy32uaRo5L50IwTlOuL6Xv7a+z5AJbWyn+YcwJanMWsP+SpmmUegwChs7FYJy4gj8ueXVwGw6HOXnyJDdv3qSoqIif/vSnS6NXmkiZoqIifvjDH9Lf309zczO/+MUvOH/+PE1NTaxaterFADc4Bhd/DaEpKKlZvP6zmTlOutKdM5CVB6t3AC+2nfj93/99aTvxFrOV4nYoQY7x/O6X3+9n3dq1VFdV0dHRwcOHDzEScYxAHlWr1xCPROj78vYrr+sLBChbt5GcsgpaL5whEYvOeWz5Lp0vwwmitkprgQuRXndCCf7dUJigaS9oYbOAS2etofFVxOSvBkL85yWZ1L7iGJJlWVy7do1Tp06h6zrf/va3pWr8CuP3+3n//ffZs2cP586dmwkO9+/fz65du17MvjNN+Lf/1tmpXYyg9imfz9kZvnQJAgH42c9A11/IGjx8+LBkDb7l2qImplJ4n5lPXS4XtTU1VJSX093dTXdPD729vRRmZ5FTVkleZRXxcHhB5/sit05XzKIrZrJ2kRayl9RvgVKK3z7Zqc13aRS6Fz4nO8PQaPS5uD4dx6XBH5dkPldJ0bZtbty4QXNzM0opjh49yq5du2SSW8HKysr4yU9+QldXFydPnuSv//qvqays5MiRI9TV1TnfZFtw6ySMDSRVzGnesnKdtkC3T6GKq7nXPcBvf/tbIpEIBw4cYO/evdJ24i03ajqFdLJesUqamZnJhg0bCAaDtLe3M+b2MJmRhR/NKTf7ipf0msMfznzefvlCUmPLMjSGEjaDcYuaedQ5EMvXw3CCnw+FmTZtGnzGgi/AGZrGGr+LR1GTfzsY4r8ozXrh3Fd7ezsnTpxgeHiYHTt20NTUtLBt4URaZWVlcezYMfbu3cuZM2f47LPPuHTpEgcPHmTr1q1fn6E+dcrZOW1sXLyg9im/H2pq4OxZ2LKF/tpayRoUL2iJWGS8YpHY7XZTX19PZWUlnV1d9PX14appxF9djXdkEF4T2M53vvfqGgnl1DxYO+dHJ2dJ3VHcj5j83ViUgLE4Qe1TPl2j3uviSjBBuSfK95/kgnd2dnLixAkGBwfZtm0bR44cITMzc9HGJdKrurqan/70p7S1tXHy5El+/vOfU1dXx5EjR6iMDkPrbSgoX9gzta+TX0K04wG3/+r/zifhbNauXy9tJ8SMwbhNyLIp9bz+bT47O5vNmzczOTlJW3s7LS0tTA4MkJeXu2Bjy9A1Ik8K/NRIS8W3zoRp89fDYSZMm1WLENQ+pWsaq30uHkZM/uNImH9RloVP15icnOS3v/0tX375JVVVVfzsZz+jrKxsUcYk0i8nJ4fvfOc77Nu3j9OnT/P3f//3M8eRNubmov/qV04Bp3Td/+XmYg4M0Pnf/rf8cs0asmprJWtQzJi2bIYSFllvOE7p8XhY1dhIVWUlHZ2dtLa2EuruIBqcJitr4V7bOk77n8WyZALboGXzn0YjxBTULFD68etkGBrFbo3PJ6JU2zE6zp7k7t27VFRU8Kd/+qdUzLOnmFieNE2joaGB+vp6Hj16RHNzM//7//QXfM83RnVhLn5feia6hJmgo72D4d5+ilyKPz36h1Qc+FZaxiKWpsGEhYU26/oEOTk5bN2yBU9wkhv37zAwMIDe0U7VVJBAILXFcp4GMgOLONmJpUEpxd+PReiIWaxJQ19lQ9No8Lm4E0rw+WiIwIObnDt3Dq/Xy/e//302b94sxzfeUgUFBfzgBz9g//79NDc3859++UuCd++yKRgk+913X5XEsqCUUvT19dExNETh4CD/ZMMGav/szyRrUMwYTNhMW4oK7+xeEz6fj7Vr1lBdVcX18RF6R0eYmpwks7IWpVTK3/8yDI2WqJnSa77OkghslVJ8Mh7lUcRkTRrT0vJ1uDwwwv/lWgv7ejv57ne/y9atW2WSE2iaxtq1a1m9ejWdn/wN1rlfcXU8SNFU3Cm+s0jpakop+gf6aW9rx1Y2tQ1rqPDY6NN9Tnr0K6oki7dPyFJozK3ovaZp5ASyKSsrIxwOkzBNbt68QUFhIXW1tcm1x3gFQ9OYspZkUX6xgG6GEpybilPhMdLW7smna+ihIP/vRz1seXiDo7t2cfDgQakaLwAoKSnhRz/6EQPnzhH6/HO+tCw8t25RV1dHXl7eot0TTk5O8vjxY6anpykrK6OusRHP4CAMDoJkFIgnQpYirhTeOb4sMzIyqK+rI1hezsTEBD3d3Vy/fp26ujoKCgpS9jr3ahpBU2ErlXTLtblYEoFte8zi9GSMMreBO02FRMbGxnjc0kIsGoOqOjY37WNbcSAtYxFLl25b1Jnj2Os2kJHQ6ezo5Oq1q5SWllJbU4vP9+a8StOyuPSglTsdvYxPh3AbBjXFBRzctJqy/NxXPm5qaorHjx8TDAYpKS2hvr4er8frnLUd7obBTiirT+FPK5YzE+YY1j5Dg4zMDMoaGylat46Ojg6u37jBrp07U3YcQ8fpNyreHlFb8fdjUVCQm6L2fXMVDodpaW1ldHQUu7SKwu/9iA8aS2QBW7ygtKMDSkrIr6ykvaNjpiVgXV3drI78mLbNpe5u7gwOMh6N4tZ1anJzOVhTQ9lrWkbFYjHa2toYHBwkOzub7du3EwgEnhSNvANXr8J3v5u6H1Qsa6ZSTlmMJN/DPB4PxcXF5NbV4/F4uHfvHo2rVlGZokxVXQMbhanAswhvs0sisL0WjBO0FFWL8RN/QyQSobW1lZGREXJzc9mwfj1jbj/XIooPpGKn+Kb+NhjtQ88vo9ztpbSklL6+Pjq7OhkcHKS8rJyamppXtg2wbZu/Pn2FtoGRma+Zls3DngFa+of48cF3qC8reu4x8XictrY2BgYGyMrOYtv2beQEnikW4fWDmYD2exLYiufM991LQ6OkpISioiLGxsZTWmPAmYhTdjmxDNwLJ+iKWdR6Fz+zxLIsOru66O7uxuvxsHHDRrx5eXSbivaYRb0UMRPPGh+HixehqIi8/Hxy8/IYGxujvb2dL774gvz8fOrq6l7Z09hWir++e5e28fGZr5m2zcOREVrGxvjxpk3U5+U9/xjbpqenh87OTnRdZ82aNZSWln4dsGia08/27Fn46COnarIQOHP1fGX4M9iwZQvj4xMpPXP7tBblYk33aX8nnzRtrk0nKHDNvSH7+f/5fyQyNfna79nxT39CflXNC1+3LIuu7m66u7pwu92sX7+eoqIiNE3DbSs6YhZfhhPsyFrkCnhiaet+BLYNbidlTdd1Kisrn/QL66G7q5v+gX4qKiqorqp+oTLxta86ZoLa4pxsDm9eS//4BGfvPca0bH59+Rb/8jtHcBkGtrLp6+2jvaMdTdNYvXo1ZWVlL/89ycqDrgew7Qj4pcCZAJcGKkVTia7rFBYWpORaT9nwXGsCsbIppbg0FUcjuX/3ZOd7pRTDw8O0traSSCSoqa6mqqoKwzBQStETN7k+HZfAVjzv3j0YHnba++DshhUUFJCfn8/w8DAdHR3cuHGDwsJC6urqXlj0u9bbOxPUFmdmcri2lv7pac52dmLaNr9++JB/+c47uJ6clR0bG6OlpYVIJEJ5eTl1dXUvb99TVgatrfDwIWzduqB/BWJ5cGsakLpU31QXjrSVM0bXIk33aX8nvxVKMJxwikgshG8esFdKMTIySktrC/F4nKqqKmqqq78u644z6WrA5WCc7ZluSVESDqVguAt8L56nNQyDmuoaKsor6O7upqenh76+PqqqqqisrMRlOK/v6y2dM4/5zp4tVBbms666jL7RSVr6h5gKR/mqd5CygJ/Hjx8TDoedSa627vXte/xZMNYPU8MS2AoAcgyd2SYjW4kEI+2tAEwNDc58PTI1yeBXDwEIlJTiz8llaqB/JsCwra8LQoy0t+LJyMRwuyisa3zjcyqlyEtTOqpYfF0xiwfhBCXuhfs3/+Z8Pz09TUtLCxMTExQWFdHY0PDccRFN08h36VwNJvgo1yZHXo/iqZ4eZ843ns8u0DSN4uJiioqKGBwcpKOjg2vXrlFSUkJtbS1+v9NV43pf38xjvrNmDZWBAOuKiugLBmkZG2MqFuOr0VHqsrKeyxpcv37962sZeDxgWdDbK4GtACDHpeF70mkg8xXt/Z612PN91FaUL2L1+7QHtvdCCdyahpHED7z527/73F80QGhslPufHQfAm5lNoLT86/8XCtHS0sL4+DgFBQU0btky8yb0TYUuna8iJhOWIm+xlhnE0haadD68ry4U5XK5qKuro6Kygq6uLro6u+jt6aW6upq8wkKGJ4MAGLpO+TPnaauK8mjpH8I0Tc5dv8Wa/ExycnLYsWMH2VmzqEhruMEyYXIESmrn+YOKlaDErePWNOK2wvOGHbJ4OMSdf/jVC18f7+lkvMdZjNnw0bfx5+TS/cUN+u7feeF7HzZ/CoA/kMP+P339RGcr5aQ5L2CQI5aWlqhJyFZUz+LG62XmMt8nEgk6Ojvp7e0lw+9n8+Yt5OfnvXBNgCK3zuOIRWvUZLtkaImnHj+G1xSF1DSN0tJSiouL6e/vp7Ozk6GhIcrKyiguL2c4HAacInnlz6QrVwUCtIyNYds2Vx89YsS2X8gafCPDgM7ON3+feCsUuw2yDI2QrcicxSmPxZ7vw7ai3rd4x0/SGtjGbUVX3CI7yYkuUPpiVbiBR/dnPq/YvBXdMDBN05nkenrw+Xxs2rSJgoLXp9VlGxojMZuBuCW7CsIxNeIUasp+c0qmx+2hsaGRqsoqOjo7aGtrY/LBI6aCU2RnZeP3uJ/bXfB73ExMTDA5OYm7KI/v7dtJcUnx7M9NaE9OMEwMJ/nDiZWmzONMdtOWIn+JpfyGbEWGAaVpaO0m0qM7ZmFoWtKr9rOZ7zVdp7+/n7a2NmzbpqG+noqKite2RjE0DRvFQNxOalxiBQqHoa/P6V37BrquU1FRQWnpk3obnZ182dnJWDBITk4OWX7/c+mhGW43oVCIsbEx8Ho5sHMnNTU1z2UNvlF2NrS0ODu3c3mcWJF8ukaV18X9cILi1yT2pYNSTtZY2SLO9WkNbIcSNkHTpjBFq/ZmPE7//XsAaLpOxcYtDAwM0tbWimlZ1NbVUVVZOav+X25dw1SKgYTNupSMTix7oSnnfK0x+18br9fLmtVrqK6q5sLNO4yN3mdqcoqqslLnF16D0dFRHjy4z8TEBIFAgOraWkpKSuY+PrcHJobm/jixIgUMjUK3Tl/cIp/Xv+f5c3L54L/6P83quhuOfpsNR789r7EFLUXA0CmWHdu3gq0U7TGTzBQusHxzvg/UNnLz1i2CU1OUlDypGj/L9j1uTaMztnh9FsUSNzrqBLdzmIcNw6CqqoqysjIuP3xIsK+PYDCIKizENE1cLhehUIi2lhaGh4fx+/1U19VRX59EwceMDJiacj7yXp6JIN4utV6Dm9PxWX3vYs73EdsJvBdzETutgW1/3CKiFBkpmuwGHtzDjMcACFTUcL+llanJSYqLi6mvr59VK5ZnGUBvzErJ2MQKYJlJl3Xz+/1sWLeG8q+6mZiYYGBggCtXr6BrOuFwGLfHQ0VFBW63G9/rztK+jmaAObs3NrHyaZrG9kw3jyLmgjRdT5ZSinHTZn++L219TMXiGjNtxhOKrCSzs17m6XxvWRZk5fDlo0dkZWWxbds2cnJy3nyBZ2QZGp0xC1MpeU0KSCSS3g11uVw01NRQOTjI5OQkY+PjXL58mYyMDILBIJFYjOLiYjIyMshMtqqxYTiL7IlEco8XK84avwuvphGybDKNpbNgPJiwqPQaVC1iYJvWn37aVqBIWcPents3sS2b0dFRRjQDyzTZsmUr69evn3NQC+DRNUYSkp4knlD2PBqDQm5mxky/sPziYuKJBBMTE2zYuIGyyq8rKOclW2Zdw5mMhXhie5aHPENnzFw6/WKDliJT16Ti/Ftk2lLEVGrb53XfvsHU1BS9vb3oRWWsWrWaHTt2zDmoBWYKr4StpfN7ItLItp3CUUnK9fkwDIP8/HwKy8rIDgQYGBigvLyc6sZGMp6c3c17RY2XN9I0Z4y23J8Kxyq/i3q/i4ElFLNYShG2YX+2F/ciHodKa2BrPSkgkgoTvd1MDQ3S29eLabjZ/O4+du7cOa+y1boG8Xm8uYkVRjfm1YjL7/VQlOOc2XG7Pbgzc8jMyqSosIieka973VUX5yf3BEqBa4kdsBBpVeox2JrlZiixdBY8BhI2azPc1KWhl6lID1M5LR9SdcMx0dtN2/0vGRsbp7CiisPf/h0qKsqTzkrQcca3hNZ/RDq5XKDrSQe3freboifBq24YuAsKyMjIoKysjN5gcOb7qpNYhAGcgFbXnXEKgVMrYF+2h5itMJdI3DKSsCl0aWzNWtz70rQGtqn8q+++fRNN18jPz2ffd75HZUXFkkm9EyuE2+NMdPN409jZ+HWPxeZ7LbQPjdN8+wGt/U7Rp0CGj9UVSZyvBSdV+jUVm8XbaU+2B5+uMWGmfyU3aNlowN5sj7w/v0VSfZvVffsmOYEcysvK2P7B0de3QpuDpXE7KNLO5wO3G+LJH+3ZWf51R45P29vpDIU41dFB65PetgGvl9VvKGL6SomEM75kU5nFirQl002F16BnCRyhtJRiJGGzO9uz6AV40xrYujQNlYKpJB4OMfSk91JOXj5Vm7fP+5rwdVNhIQAIFILLA4lY0pfYtbqW+tJCAEanw5y8387Ze48BcBk639uzDVeyVQ6tBBSWv/n7xFtlnd/F/oCXnriV1pVcWyk6oxa7sjxsX+QVXJFebs3JgErF0srT+d7r85KRnU3Z+k3zvqaNMz63TPcCoKgIcnLgmd3VudpVUUH9k8JOI5EIp4aHudDTA4BL1/ne2rW4ZlHI9KWCQSgrg9f1uxVvnYBL5zv5fuLKWUROp46YRY3P4KO8xV98SWtgm/Uk59qe581Wz50vsG1nhaJs/UZcntSc3YrZiiKp2imeChSALxNi4aQvoes6Pz70Dke2rKUgkImugc/jZk1FCX/y4X7qy4qSu7CyAc0JvoV4hqZp/E6+j3qfQWc0fSu53XGLcq/B9wp8SfUtF8tXlqHh1TSi9vwXVhZivo/azvlf/xJriyXSxDCgoQGmp5O+hK5p/HjTJo7U1VGYkYGhaXgNgzUFBfzJtm0zQW9SwmFofH3vUPF22p3l5t2Ah66YNe/YKlmTpo1S8J18f1rapaY1Qb/Uo+PXNcJ28tUSbdum9+6tmf+u3LIjVcPDBiqkz6J4yuOD3GIY6IDsJM/BAi7D4L2Nq1lVFODhg4ccOHgAXZvnL38s6owvRwJb8aIcl8738v381UCIoYRFsXtx39fGTJu4Db9T5KNE3lPfOvkunTy3xlhCkTuPu46Fmu9DlmK137WoBU7EEldXB2fOzOsSLl3nvZoadpeWcimRYNOmTRQkm3781NPjUJWV87uOWJF0TeN7+T7aoiatUYtGn7Gox35itqI7bnEkx8vONGVmpXU7ssRtkG3ohOZRiXCkrYVocAqA/KoasgpSc2OfsJ2y/6Ue2bEVzyirg0R0Xudsn3raT9lORWXD0ISzoxyY56QpVqytmW5+J9/HhKkYXcTKiZOmzWDc4qM8L+9mSyXkt5GuadR5XYTmuWO7UPN9XClqvVKIRzyjttY5xxpOPkPrqZTO9ZOTTgpybe38ryVWpEK3wU+KMgi4dNpjFmqRdm5jtqIlarI9083vFvjTVkcjre/kHl2jymtwJ5QgyXI5FDeunnWj4bkI2k5LipJF3tkQS1zVOrh7DsJTkJlkRcMnnu7S2rbtNE1Olm076dGN74MhN2fi5TRN41iej7iCfxiLYqEWfOd2LGEzaFp8mOvj+wV+SUF+i1V6DUyl5tVTeSHm+6fdGUpkEVs8a+1aJx25o2Peab8pDWz7+2HXLqipefP3irfWhgw3/6zIz8+HwrRGLRoWeOc2aitaoyabM9z8tCSTQBpSkJ9K+zv5xkw3ceVMLkvJSMKm0e8izyU3YuIZuUVQuRqCY/O+1NPJTs333Flowgmyq9fNe0xiZdM1je/m+/hBgY+QpWiJmAtSUMpSiraoyZhl8+08Hz8s8uOSoPat1uBzkaVrTC2xXrEjCZtCt06DTxYFxTNcLjh0CCKRefeHT1lgG4s52WL79zu9bIV4jW1ZHv60JJM8l86DiLkgfbqVUgzGLdqiJjuyPPznpZlpOVf7rLQHtlsz3RS6dUaWUFPhuO3Uan5XWlKIb9I0qN/i9JCLReZ1qZRMdko5QXbNBsieRzEK8dbQn+zc/pdlWVR6DR5FTMZS2ApoyrR5GDEpdOv8rCST3y2QoFZArddgbYabwSU01yulGDFtdma5yU3zzZhYgnbsgJISZ5d0HjRNQ9O0+Qe2vb1QXQ1bt87vOuKtsTHTzf+hPItd2U5BqZ4UpibHbMXDqImp4IeFfn5WmknOEngfTfsI8lw6u7LcjCyBHotPDSZsKjw6mzKlJYV4ifIGZ3d0tHdeZ221p1XB5zPZTQxBVh6s3Z38NcRbR9M0tmS6+VflWXyc52PKtHkQNhlOJFdJUSnn3O6DcIJh0+Zwjpf/Y3k2u7I96BLUCpzX3LvZHhTO4vFSMG0rMnSNnVly9lu8RF4eHDsGExPOzu086Lo+v7k+GHR2bL/9belfK+akwmvwZ6WZ/GFJBl5d437EpCdmJf0+HLRsWiIm7TGL9X43/7I8i2/l+5dMVfklkXuzM8vD2ckYowmbgjS314nbiinL5lt5fnxL5B9JLDGGC7a/D8M9MD4I+aVJXWZmx1YlOdnFoxANwbu/k/QYxNst4NL5vUI/27LcXAsmuD4d50HExK9rZBsaWbqOT+eFzBWlFDEF05Zi2rKZthV5hs6BHC/vZHtY53dJQCtesDHTTZVXpztupT31VylFb8xiS6aHep/U0hCv8OGHcPcu3LwJGzYknQKsaVryO2W2De3tTmr0e+8ldw3xVnNpGodzvKzzu7gxHedCME5b1ELXIGBoZBoambr20nk7YSumbcW0pQhaNn5dY22Gi73ZXrZluZdcrLQkAtsGn8HBHC//MBYl4NJwp/GGqCNmsdrv4r0cb9rGIJaB3GLYeggu/BqiYfBlzPkS80pFtm0Y6YHajbBm19wfL8QTmqaxxu9mjd/N0TwvX4QSfBFK0B+z6E9YxGyFBjx7S6bQ8GpOf9Jan4tNGS62Z3kolVY+4jX8usa38/z8TwMhJk07rWlrgwmbbEPndwp8sggjXs3rhd//fSew7O1Nus3OvHZsOzqgvBx++EOnx64QSSr1GHwr38/hHB/3wgluTMfpiFmMJWx6Zl6eCtBAU6BA1yBL1yl067wX8LA9y0ODz1iy75tLIrB9Wq3zUcSkI2qxyp+eYY0kbLwa/G6Bnywj7VnaYqlr3A6DnfDVdSiscvrIzsFzVZHnQikY6nR2aXd8IJWQRcoUug3ezzV4P9dH2FIMJiwG4jZTlo35JLJ1PQloS9wGpR5d3ivFnOzMcnM/4OHkRIwsQ0tLpeyYrRgzbX5Y6E/7zrFYBurr4Qc/gJ//HIaGoLh4zpdIOrDt6XH+/NGPoFQys0RqZBgau7M97M72kLAVQwmbgYTFmGmTsMHGmeu9ukaJW6fUbZDn0pZF3aEl844ecOl8v8DPX/RPM5SwFrwNxTdFbOcm7rv5PtalKbAWy4zhgj2/A2YC2m5DQSV4/bN+eFJVkW3bCWqz82H/70Jeso2yhHi9DEOjznBRJ8e5RAppmsZ3Cvy0RE1aoxarFrgNxTfZStEatdiU4eZIrry4xSx99BGEQvC3f+ssLpfMbe5NKrDt6XHO9v7hH8LevXN7rBCz5NY1KrwGFd6VkQ2wpJbaN2a4+Ha+jwnTKUSyWGK205pid7aHY3npayosliGPD/Z9Dxq2OcWkpidm/dA5pyInYjDYBjlFcOCfQHH13McrhBBplufS+VFRBjkunfYUVul8E1spvoqaVHt1fr8oY8mdDRNLmKbB97/vpCVPTjqpyXMIVOcU2FoWPH4MiQT89KfOOV+5LxViVpZUYPs0Jfnb+T5GTZvhxPx6h81GxFI8jppsy3Tzh0UZZBjy5iHmyJvhBLdbDkEsBAMdYJlvfNisqyIrBZPDzpnayrVw+PegRJqzCyGWr/UZbv5ZkVNJsy268MGtpRSPIialboOflmRSuUJ2J8Qi0nX43vfgZz+D7Gy4dw+mp2f50FkGthMTznVLSuBf/Av44AMJaoWYgyWXc6trGt/N9+HR4O/GogQtkxqvkfJzOEo5OeWjps072R7+sCiDwBLovySWKY8Pdn4E5Y1w83MYbIeMHCdl+BVnYN9YFVkpCAdhahj82bD7W05bH7e0phBCLH/bsjwYmsb/NhTmQcSizmcsSMuIoGXTGbOo9xn8UXEmtXKuViRL05zqxGvWwN/8DVy8CB4PVFSA/9VHkd5YFTkUclKPNc1Je/6n/xQKClI/fiFWuCX57q5rGh/n+SjxGPxmNMLDsEml10hZBcWYrWiPmWTpOj8o8PNBnm/J9F8Sy5imQUUjFJTBg8vQ8oVzHtZwQ6DA2dl9ZoFG0zTQvrFjqxRYCQiOQyQI/ixo2Aob90NhxaL/SEIIsZA2Z7r58/JMfjUS5VYoTq5Lp8ytp+RIkK0U3TGLmIIDAS/fLfAtev0OsUKVlcGf/zls2waffgptbWCaToGnvLwXqhe/dMfWNGFszClI5fE4wfLRo7B7t7M7LISYM00t1uGWJI2bNn8/GuF8ME5CKYrdBnlGcpW5wpZi4En7inUZbn63wJ+2CsziLRANQfcjaP3C6XkbjzhV1N0ecPtA17hx8xaVFeWU5Oc5fWlRzg5vVh40boOa9U5rIUlFEkKsYHFbcXoyxvHxKGOmTYFLp8itJ5WtlbAVgwmbCdOmwmvwnXwf72R70lKBWbwFEgn48ku4cAFu3XLO4CrlBLdZWWAYPG5tBaVYVVvrpC/bthO85ubCrl1Ocai1a6WdjxDztOQDW3DShu+GTS5OxfgybDJp2gRcOtmGRpah4XrFZGUrRfhJU+FxU+HWoM5nsC/gZXe2R3ZpxeKwbZgYhMlRmBqB4W7nc9vkxo0blFVUUl7fCEXVkFsEOYWQVzrn9kFCCLHc9cQsLgVjXAkmGE5YeHWNXEMny9DwaLx0UVspRVRByLIZNxUWUOrW2Zft4Z2AhyLZpRWLZWjI6Xfb1+f0n+3ogEiElsePMW2btdu2QUMDVFc7vWmrqiA/P92jFmLFWBaB7VNKKfriNrem41ydjjNuKkKWjYWGhkLTNDScgFbhbHJlaBpZLp31fhe7sz2s9rteGQgLsahsm3/9r/81u3bv5sDBg+kejRBCLBmTps0XoQRXgnH64hYhSxF/crui4wS4M3M9Gl4dMnWNGp+LPdkeNma4yJQey2IpUIpf/eIXTAaD/NEf/3G6RyPEiras8nA17WmvJT8fP6mcPBh3mgqPJ2ziysn09GiQYeiUepymwsVuHY/szoqlRtfRXS5Ma+GrfwshxHKS49I5mOPlQMBD0FIMJGwG4hajpk3UVphK4dY0/LpGkVunxGNQ6tYlmBVLj6bh8noxJybSPRIhVrxlFdg+S9c0itwGRW6DjbjTPRwhkuJyubAksBVCiJfSNI2ASyPg0lktNTHEMmUYhsz1QiwCWdoUIo1cLhem+eaet0IIIYRYnmSuF2JxSGArRBoZhiGTnRBCCLGCSWArxOKQwFaINJJUZCGEEGJlk1RkIRaHBLZCpJGs4gohhBArm8z1QiwOCWyFSCNJRRZCCCFWNglshVgcEtgKkUaSiiyEEEKsbJKKLMTikMBWiDSSVVwhhBBiZXO5XNi2jW3b6R6KECuaBLZCpJGkIgshhBArm8vl9GCW+V6IhSWBrRBpJKnIQgghxMr2NLCV+V6IhSWBrRBpJKnIQgghxMpmGAYgO7ZCLDQJbIVII0lFFkIIIVY2SUUWYnFIYCtEGkkqshBCCLGySSqyEItDAlsh0khSkYUQQoiVTVKRhVgcEtgKkUaSiiyEEEKsbJKKLMTikMBWiDSSHVshhBBiZZPAVojFIYGtEGn09IytUirdQxFCCCHEAniaiixnbIVYWBLYCpFGMtkJIYQQK5vs2AqxOCSwFSKNZLITQgghVjaZ64VYHBLYCpFG0gJACCGEWNkkO0uIxSGBrRBpJC0AhBBCiJVNdmyFWBwS2AqRRjLZCSGEECubpmnS3k+IRSCBrRBpJKnIQgghxMpnGIbM9UIsMAlshUgjSUUWQgghVj7pWy/EwpPAVog0klRkIYQQYuWTwFaIhSeBrRBpJKnIQgghxMonqchCLDwJbIVII0lFFkIIIVY+2bEVYuFJYCtEGkkqshBCCLHySWArxMKTwFaINJJUZCGEEGLlk1RkIRaeBLZCpJGkIgshhBArn+zYCrHwJLAVIo10XUfTNJnshBBCiBVMAlshFp4EtkKkkaZpuFwuSU8SQgghVjBJRRZi4UlgK0SaGYYhq7hCCCHECiY7tkIsPAlshUgzmeyEEEKIlU3meiEWngS2QqSZpCILIYQQK5ukIgux8CSwFSLNJBVZCCGEWNlkx1aIhSeBrRBpJpOdEEIIsbLJXC/EwpPAVog0k1RkIYQQYmWTVGQhFp4EtkKkmaQiCyGEECub7NgKsfAksBUizWSyE0IIIVY2meuFWHgS2AqRZpKKLIQQQqxskoosxMKTwFaINJNUZCGEEGJle7pjq5RK91CEWLEksBUizSQ9SQghhFjZXC4XSils2073UIRYsSSwFSLNJBVZCCGEWNkMwwCQ+V6IBSSBrRBpJqnIQgghxMrmcrkAZL4XYgFJYCtEmkkqshBCCLGySWArxMKTwFaINJNUZCGEEGJlk1RkIRaeBLZCpJmkIgshhBArm+zYCrHwJLAVIs0kFVkIIYRY2SSwFWLhudI9ACHeKkrB1BT09UF/P/T2UnHrFtsfPgS3G7xeKCmBsjIoL3f+9HrTPWohhBBCzEFc2UwQZ1wlGFdxev0hxnfVcsozQYGpkYlBnu4hDw+5mhs/BpqmpXvYQixrEtgKsRiiUfjiCzh/Hr76CoJBiMdB08iZmqJkYACuXwfLgqeruX4/5OTA7t2wZw80NoIuSRZCCCHEUmQrRb+K8tgO0qZCRLGIY6MUWO440dIA3XqMMRXEVAoUuJSGTzMo1/ys0bOp1jJwazLXC5EMCWyFWEiTk3D6NJw9C11dTmBaVAS1teDxgKYR7+9nNB5HNTZ+vVqrFITDzuN//Wv47DNYtw4OHYJ33oEnRSiEEEIIkV6WUnylgjywp+i3oySwydJc5OLGg46ma0Q1nc7xMPkJnXzNDxoopTA1RQSLFnuaFjVNoeZlnZbNOj2AT5O5Xoi5kMBWiIWgFNy6BX/zN/D4sbPzumqVE8x+g/5kF1Yp9XVgq2mQmel8lJc76ct37sDt27B3L/ze70Fp6WL+REIIIYT4hlEV47I1RquaRgfyNM9LA1L9yS6sreyZr2mahhsNNzoBzU1C2UyoBKfVMI/VNHv0Aqo0v6QoCzFLEtgKkWpTU/CrX8HnnztpxevXg+vVv2pPA1vbtmc+f0Eg4HwEg3DmjBMs/+AHcPCgpCcLIYQQi8xSivtqimvWGFMqQZHmfe0O67Nz/au4NZ0ivJjKZkBF+Uerj81aLjuMPNm9FWIWJLAVIpVGRuAv/xJu3oTKSigoeONDnq7Evm6ym5GdDRs3Qmcn/NVfOQWofvjD1wbOQgghhEgdU9lcsEa4rSbxolM5i13V2QS2T7k0nQr8TKkEV9UYY1acJqOYTE3meiFeR35DhEiVkRH47/47uHcP1q6ddTXjuUx2Tx4AdXUwOursDMfj8Ad/IMGtEEIIscBMZXPGGuaumiQfz6yDzaeBr7LVrJ8roLnxKYMWexoTmw+NUgluhXgNyWEUIhUmJ52d2rt3nSJPc2jRM+fA9qmCAqiogH/8R/jFL5xzvUIIIYRYELZSXLRGuasmKZhDUAtOYKvp+pzneo+mU6b56LDDNFtDRJU112EL8daQwFaI+VLKCSxv3nR2at3uOT086cAWIC/P6Xv793/vtAsSQgghxIJ4rKa5rSbIx0NGEjunehKBLThnb0s1Hy1qmhvWOEoWsoV4KQlshZiv69ehuRmqq+e0U/vUs1WRk1JY6ATXf/M3MD6e3DWEEEII8UqTKsFlaxQXWtLpwLqmYSc513s0nVzc3FETdKtIUtcQYqWTwFaI+ZiYgL/9WyewzMtL6hLz2rF9qr4eWlvhl7+UlGQhhBAihWyluGqNMabiFDL3Beynkt2xfSqguUmguGyPEpGUZCFeIIGtEPPx2WfQ0uIElkmaU1XkV3G5nB3jM2fg4cPkryOEEEKI53SpMI/sKQo1L/o8esrON7AFKMFLr4rwwJ6a13WEWIkksBUiWdPTcO4c5OfPqyJxSnZswdkxDofh0qX5XUcIIYQQM76yg5goMubZS1bTddQ853qXpuPH4IGaIqHmed8gxAojNcOFSNatW04f2dWrk77ERDTK6bY2Pu/p4ZNIhLzsbPL9ftYWFvJeTc3cL1hcDJcvw3e+45y9FUIIIUTSxlScDhUiV5tbYchnhSYmeXDhGjdOn0Mzbe6Wl5GVl0vF2gbW739nztfLxc2QitGlwjRoWUmPS4iVRnZshUiGbTtpvy7XnKsgP9U1OclfXrvGzYEBpk0T07KImCa9wSC3BgaSG1dRkdNPVyokCyGEEPPWZk8zrSyyktwLGu7q5dO/+t9ovXGH2HQYy7KIR6KM9Q3QfuvLpK7p1nRQiod2UCokC/EM2bEVIhkjI9DW5uyQJiFqmvz/vvySmGVh6DprsrPZ39BAWUkJ45EII+FwcuPSdfD54M4dOHo0uWsIIYQQAoAOFcKv6TP1MOYiHo1y6Zf/QCIWR9d1KtavorihhtWrVxMan2RqNPlOBgHNTb+KEMEiQ27nhQAksBUiOX19EAxCeXlSD7/R10cwHgfgcF0dStNoyMmhPD9//mPLzoauLojFkmo/JIQQQgiIKIsJlcBHcmdr227cJRIMAbDh4B7MnAx0w6CssW7eY/NhMKJiTKhEUj11hViJ5DdBiGT09zttdZIsGvXV6OjM50opft3Xh2tqivLOTjaVlHCothaXnuRJgexsGBqCgQFI5pyuEEIIIZhQcaLKokBLbpG473HbzOdKKa7/4jjhySna6+qo2bSWDQffxUjyPsKFhqkpxolTjj+pawix0sgZWyGS0dXlpP0mafiZVONTHR1MJhKYts1kLMb5ri7+w927yZ+bycx0qiP39SU9PiGEEOJtN0ECU1O4Sa7Fz9TI2Mzn905fIjw+iZ0wCU8FeXDhGuf/42+Snus1TUNTGmN2PKnHC7ESSWArRDJGR52zrEmKmubM536Xi4MlJXxQVYX/ycpt6/g4j57Z1Z2Tp+eAQqGkxyeEEEK87SLKQlMkdb4WIBGNzXzu8ftY//5+Vh/cg8fv3D8MtHXS96g16fEZGkxjvvkbhXhLSGArRDJisXnt2BrPTJI7y8vZWFjIxsJCdj5zZrdtPPmiEmgaJBLJP14IIYR4y9ko5lNzWDe+vk9o2LGZ6o1rKV/XSMOOzTNfH2zvSv76aJjzGqEQK4sEtkIkQ9OcM7ZJynlmtzfX52PHjh1UV1c/9/WYOc9V2CRXmIUQQggxfxmBwMznmTkBGhsa2Lx5MxmB7JmvJ2Kxlz10VhQkmSQtxMokga0QyfB4nF62SarOyZn5fPKZSW0yGp35PGceqc7zKWwlhBBCCDDQ5hU4FlZ/nYUVngq+9POMnADJUihccisvxAy58xUiGaWlcOtW0g/fXlbGrf5+FHCtt5fCjAwArj9T8GldYWFyF7csZ7c2Nzfp8QkhhBBvuwzNhdKcisbJnLOt37aJ9i++RClFy/XbZBc4Lf1ab9yZ+Z7KtY1Jj89Sihxp9SPEDPltECIZVVXzSkWuDATYW1XFhe5uIqbJrx48eO7/76+upiw7+xWPfoNQyKmMXFaW9PiEEEKIt12e5saDThwbbxK9bAsqy1jz7g4eXrxOPBLlyq9PPPf/1+3bRV5ZSVJjU0qhNMjTPUk9XoiVSAJbIZJRXu6k+sbjTlpyEj5oaKA4M5Orvb0MPalgXJKVxe6KCjaXJDfRARAMQiAA87mGEEII8ZbLxYMPg2iSgS3AlvcPkFNUyONrXzA1PAJATnERjbu2Urt5XdJjS6BwK51cTQJbIZ6SwFaIZJSXQ3Y2TE1BsinDwJbSUraUlqZwYDhj2rhRztgKIYQQ8+DRdAo0D90qQg7upK9Tu2U9tVvWp3BkEMbCrxnkzWNcQqw0cuJciGTk5sKGDTA0lO6RPM80nTO2W7emeyRCCCHEslenZ5LAxp7H8aOFEFQJarQMvFpyO8lCrEQS2AqRDE2D/fudP5+pZJx2AwPO2dodO9I9EiGEEGLZq9eyCOBiiqXTGz6mLFxorNaTrMUhxAolga0Qydq8GWprob8/3SNxKAWjo/Dee5CVle7RCCGEEMteluaiUcsiqObZWz6FxklQqvup0PzpHooQS4oEtkIky+OBw4dhehrm0WA9ZQYGID8f9uxJ90iEEEKIFWONHsCnGUyp9O/axpSFiWKdno2eRAsiIVYyCWyFmI9Dh2DLFnj8eF7tf+YtFoPhYfjWt6C6On3jEEIIIVaYEs3LJi2HCRKYyk7bOJRSDKoY9VomazRJQxbimySwFWI+fD740Y8gJ8fZMU0HpaClxSkYdexYesYghBBCrFCaprHDyKNC8zNI+jK0xkmQrbnYYxTg0uQWXohvkt8KIeZr1Sr49red863B4OI/f3e307f2938f/HLeRgghhEg1n2awRy/Ag86Yii/684eVSRiLnXo+RZp30Z9fiOVAAlshUuHjj53ztu3tEAot3vP29kI8Dn/wB7B69eI9rxBCCPGWqdL8vGsUEMNmchHP20aUxShxNms5bNQDi/a8Qiw3rnQPQIgVweuFP/ojSCTg7FmnWnJgAScfpZyd2ngcfvIT56yvEEIIIRaMpmlsJoeEbnPZHsNSinzNs6DPGVYmo8TZoOWw3yiUFGQhXkNTaol1nBZiOYtE4Oc/h5MnITsbqqqcXrepFI87Z2qzs52g9vDh1D+HEEIIIV5KKcVte5LL9ihxbErwpjzgVEoxQpw4Npu1HPYZhbglqBXitSSwFSLVTBNOnYJf/QqGhqC+HjIz539dpZzrDQ7Cpk3Omdp16+Z/XSGEEELMiVKKbhXhsj1Kr4qQi5uA5k7JtSPKYljFyNPc7DYKWKtJax8hZkMCWyEWSk8P/Mf/CNevg21DWRnk5s59d9WynIB2eNh5/LFjTlufjIyFGLUQQgghZimqLG5Y49xVk0SVRbbmJoBrzoGoUooQFhMqga7BKi2LPUYBuQuc6izESiKBrRALyTThxg04fx7u3oWpKefsbXa28+F5yYSllJPSHAzC5KTTo7a4GPbudT4aGhb/5xBCCCHESymlGFBRvrKDPFbTBDHxoOPHwIeOBx3tJYFuQtlEsYhiE1EWGZpBtZbBWj1AjZYhu7RCzJEEtkIsBqWgsxOuXIHbt53d12DQCXxf9r1+vxP4VlfDrl2wYwfk5S3+uIUQQggxa0GVoF2FaLNDjKoYUWwS2GhKQ+HccmtoKE1hKA2/ZhDQ3NRqGTToWeTjeWkQLIR4MwlshVhsSsHEBPT3Ox+hkBPgahq4XJCf76Qtl5VJX1ohhBBimYopiwkSjKs4YWVhPQlsdTR8mk4uHvI0N34MCWaFSAEJbIUQQgghhBBCLGtSN1wIIYQQQgghxLImga0QQgghhBBCiGVNAlshhBBCCCGEEMuaBLZCCCGEEEIIIZY1CWyFEEIIIYQQQixrEtgKIYQQQgghhFjWJLAVQgghhBBCCLGsSWArhBBCCCGEEGJZk8BWCCGEEEIIIcSyJoGtEEIIIYQQQohlTQJbIYQQQgghhBDLmgS2QgghhBBCCCGWNQlshRBCCCGEEEIsaxLYCiGEEEIIIYRY1iSwFUIIIYQQQgixrElgK4QQQgghhBBiWZPAVgghhBBCCCHEsiaBrRBCCCGEEEKIZU0CWyGEEEIIIYQQy5oEtkIIIYQQQgghljUJbIUQQgghhBBCLGsS2AohhBBCCCGEWNYksBVCCCGEEEIIsaxJYCuEEEIIIYQQYlmTwFYIIYQQQgghxLImga0QQgghhBBCiGVNAlshhBBCCCGEEMuaBLZCCCGEEEIIIZa1/z/n9PTTp68hWAAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "children_filtered = filter_out_automorphisms(children)\n", + "\n", + "draw_molecules(children_filtered, [\"\" for _ in range(len(children_filtered))], highlight=PARTITION)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's build up the entire refinement-tree. The leaves (i.e., nodes at the final level) are the discrete partitionings.\n", + "Note: Distinguish between \"partitioning\" (set of partitions of one graph) and \"partition\"." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "8\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "discrete_partitionings = get_discrete_partitionings(m_refined)\n", + "\n", + "print(len(discrete_partitionings))\n", + "if len(discrete_partitionings) > 4:\n", + " draw_molecules(discrete_partitionings[:4], [\"\" for _ in range(4)], highlight=PARTITION)\n", + "else:\n", + " draw_molecules(discrete_partitionings, [\"\" for _ in range(len(discrete_partitionings))], highlight=PARTITION)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "m_canonical = get_lexicographically_largest_partitioning(discrete_partitionings)\n", + "\n", + "draw_molecules([m_canonical], [\"\"], highlight=PARTITION)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n", + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n", + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n", + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n", + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n", + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n", + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n", + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n", + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n", + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n", + "C6H6/(1-7)(2-8)(3-9)(4-10)(5-11)(6-12)(7-8)(7-9)(8-10)(9-11)(10-12)(11-12)\n" + ] + } + ], + "source": [ + "import random\n", + "from tucan.serialization import serialize_molecule\n", + "from tucan.graph_utils import permute_molecule\n", + "\n", + "def canonicalize_molecule(m: nx.Graph) -> nx.Graph:\n", + " m_partitioned_by_invariant_code = partition_molecule_by_attribute(m, INVARIANT_CODE)\n", + " m_refined = list(refine_partitions(m_partitioned_by_invariant_code))[-1]\n", + " ms_discrete_partitionings = get_discrete_partitionings(m_refined)\n", + " canonical_labels = get_lexicographically_largest_partitioning(ms_discrete_partitionings)\n", + "\n", + " return nx.relabel_nodes(m_refined, dict(zip(range(m.number_of_nodes()), canonical_labels)), copy=True)\n", + "\n", + "def permutation_invariance(m: nx.Graph, n_runs=10, random_seed=random.random()):\n", + " \"\"\"Tests that different permutations of the same molecular graph yield one\n", + " and the same TUCAN string.\"\"\"\n", + " m_canon = canonicalize_molecule(m)\n", + " m_serialized = serialize_molecule(m_canon)\n", + " print(m_serialized)\n", + " random.seed(random_seed)\n", + " for _ in range(n_runs):\n", + " permutation_seed = random.random()\n", + " m_permu = permute_molecule(m, random_seed=permutation_seed)\n", + " m_permu_canon = canonicalize_molecule(m_permu)\n", + " m_permu_serialized = serialize_molecule(m_permu_canon)\n", + " print(m_permu_serialized)\n", + " \n", + "permutation_invariance(m)\n", + " \n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.12.4" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tucan/canonicalization.py b/tucan/canonicalization.py index cfa13e5..4a9dad4 100644 --- a/tucan/canonicalization.py +++ b/tucan/canonicalization.py @@ -3,6 +3,8 @@ import networkx as nx from igraph import Graph as iGraph from typing import Generator +from collections import Counter, deque +from itertools import combinations def partition_molecule_by_attribute(m: nx.Graph, attribute: str) -> nx.Graph: @@ -27,7 +29,6 @@ def get_number_of_partitions(m: nx.Graph) -> int: def refine_partitions(m: nx.Graph) -> Generator[nx.Graph, None, None]: - m_refined = partition_molecule_by_attribute(m, PARTITION) if get_number_of_partitions(m_refined) == get_number_of_partitions(m): @@ -38,6 +39,71 @@ def refine_partitions(m: nx.Graph) -> Generator[nx.Graph, None, None]: yield from refine_partitions(m_refined) +def get_refinement_tree_node_children(m: nx.Graph) -> list[nx.Graph]: + n_partitions = get_number_of_partitions(m) + partitions = nx.get_node_attributes(m, PARTITION) + partition_sizes = Counter(sorted(partitions.values())) + + refinement_tree_node_children = [] + + for atom, partition in m.nodes(data=PARTITION): + if partition_sizes[partition] == 1: + # No need to artificially split singleton partitions. + continue + m_artificially_split = m.copy() + nx.set_node_attributes( + m_artificially_split, + {atom: n_partitions}, # Partitions are zero-based. + PARTITION, + ) + m_artificially_refined = list(refine_partitions(m_artificially_split))[-1] + + refinement_tree_node_children.append(m_artificially_refined) + + return refinement_tree_node_children + + +def partitioning_is_discrete(m): + return get_number_of_partitions(m) == m.number_of_nodes() + + +def filter_out_automorphisms(ms: list[nx.Graph]) -> list[nx.Graph]: + node_matcher = nx.algorithms.isomorphism.categorical_node_match(PARTITION, None) + filtered_ms = set(ms) + + for m1, m2 in combinations(ms, 2): + if nx.is_isomorphic(m1, m2, node_match=node_matcher): + filtered_ms.discard(m2) + + return list(filtered_ms) + + +def get_discrete_partitionings(m: nx.Graph) -> list[nx.Graph]: + """ + Build refinement-tree and return its leaves (i.e., discrete partitionings). + rtn = refinement-tree-node + """ + rtn_queue = deque([m]) + discrete_partitionings = [] + + while rtn_queue: + rtn = rtn_queue.popleft() + + if partitioning_is_discrete(rtn): + discrete_partitionings.append(rtn) + continue + + rtn_children = get_refinement_tree_node_children(rtn) + rtn_children_unique = filter_out_automorphisms(rtn_children) + rtn_queue.extend(rtn_children_unique) + + return discrete_partitionings + + +def get_lexicographically_largest_partitioning(ms: list[nx.Graph]) -> nx.Graph: + return max(list(nx.get_node_attributes(m, PARTITION).values()) for m in ms) + + def assign_canonical_labels(m: nx.Graph) -> dict[int, int]: """Canonicalize node-labels of a graph.