{ "cells": [ { "cell_type": "markdown", "metadata": { "colab_type": "text", "execution": {}, "id": "view-in-github" }, "source": [ "\"Open   \"Open" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "# Data Loader" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "## Summary\n", "Here we will load data from Bonner and Epstein, 2017 [1]. The data consist of fMRI responses to indoor scenes from scene selective regions (also whole brain) and navigational affordance behavioral responses in the form of representational dissimilarity matrices (RDMs) .\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "## Representational Similarity Analysis (RSA) [2]\n", "RSA is a method to relate signals\n", "from different source spaces (such as behavior, neural\n", "responses, DNN activations) by abstracting signals from\n", "separate source spaces into a common similarity space. For\n", "this, in each source space, condition-specific responses are\n", "compared to each other for dissimilarity (e.g., by calculating\n", "Euclidean distances between signals), and the values are\n", "aggregated in so-called representational dissimilarity matrices (RDMs) indexed in rows and columns by the conditions\n", "compared. RDMs thus summarize the representational\n", "geometry of the source space signals. Different from source\n", "space signals themselves, RDMs from different sources\n", "spaces are directly comparable to each other for similarity\n", "and thus can relate signals from different spaces \n", "\n", "The figure below illustrates how RSA can be applied to different problems by comparing RDMs of different modalities/species." ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ 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] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "## Data from Bonner and Epstein\n", "There are 50 images of indoor scene in this dataset. These images were used to collect fMRI and behavioral responses to investigate coding of navigational affordances in the human visual system.\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ 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Yhy/XQuTBSRKJaw6XE0moMIwF9iIHLOaqs8pmmaQ7ZOw8KNySS3HLK3yhO5dv00Li3eGTkOGP5JzTRVAf0BFcyxHKOQfEGk5JGkcs5yTQ7PHziB5dTUnpWh3+pyBLK0dwTjnf2VHxNM6XICNiaRHDRZDDoRR5FDHoqOfwR0P6quK8Fm1KDVLsElsNHD0Hx/wBlSD6dpOmr8lyI/ixyxqSzxl8vI7xyXZRbWzknLdhFzcnUucY+FSmnadBKQL6d+UdI09kUpqrWva9pbv2Mw/DJ5c/Dr9VRwvOdV542dicKVPIp99M7fQnRc7QaXaRlYUhgUjHMTufeetVW7t3W55i6dmGJDu3KDv3Z3pF5XQ+1PDb/AJMHtv8AT/tohhyBIIGYHPyly+AfhSqFcsZuw1xNFNOxBkmY/gxDA+k7/VRFMiCQr2VttuWOW60VpAAUe52/Et1wPpo9pE0kc5gtl9hOYtIc7ZFNwhRCRUnTKs0kiDJYjAYUurmTlnVIu1X5sbHm5h7qPDbz3HaRvKQeQsirsCR3fRSl1ZG2limflBPzgCCwH42KDaGVjW61W6uI+zeZ+zPWNByL9ApCOeUbQKsXmo3+mnslvbPdB0l57djh3UEY88VarTQrSztRLHMZgdwxUDrWckkZRbZTksLm4dmKSyMdyT3/ABpwdKaBOa4kihHX2jk1YbyIvGyc7AEY2NRsai7tZbeb92i2PmKTe2FxSGMHq7SKnrUb52AZSBTfULY2VyrjHI3hTCVDHKy96nFS4kW+00q37qm499UrbyKMOcJLueu9PUkDkFc/Gosk8oPeNqd2rFhuSaLQAi7ySqzeznOO40bJLHG/nRJNrhseBoyMQprGFdHHPrVmpGxmQfXWpcWem/Wr/hIcL2Vvb2VjGhgkaPJeYAnqT0z5Vn/BdsZOJbSWaJzbxszu3LsMKSKgiO3nOWVeYk5Y1tqb5DdCJJJJNPUfk09Yx1lfmPuGw+umpiIYgbjuPQGn932TSL6up7JEVAWG+w3PxOaYBHyEs3eaOuUBIbBGRjv86UA5dgc4INd5SzgDl3zvgmiYLGAiHIbtdiB3HwoojcjBXqcljSpB7Yxh+bHeTyClpW7EFJJkRuuIRk+7NAwg8LsY0YAdyhV61NcPWU9tq1m5t5ie3j3wPxxUXpLRtqsXaM3Z5+c56Ab1M/fprjWrGO2YrGtxHgj84VubMfSmhQoUTFf44nW30PnY4HaoPtqlQX0bjZqtPpMv7HTuGe21O4gt7czxpzzMFXJzgZNZvp99o+pQdvp95azRZI54ZhjI699cWd1I6sKTj2WxJQehpzG/Teq9HDIgBjnkA6jmGRTmOa6Tp2bj6KkportZYY2pZd6gor+Rf3SF/epzTuLU4ejMV/OGKa0xXFol1Wj4ppDeRPjlkU/GnSyKehrIAbFdxQBFGHlRsxwDNGAroXOaQ9XkztdPj3ChZhwBXcfCkkhlX/nGfegpQK/fID8KNgsZXgcDEyBl7nG1IWDskhkVS6K3KwNSjBsYwrA9xOKj2ikjlAjuXiYEbIgxjwJ7xQS5uzOVok3ns3IVZUEm3s82DSanJYDuOKZ3lvAVUdqxkZuYkEA+4Z7q4ZzDyrIk/KuACqhgfoNXfJNOh423UgfGk+Zc7sPhTS4uuXOI3+PSmbXj/wCDH8qpPLBdspU30SvOpOAT8RQaoeK9czqJAqoe8ZyKlWPSjGcZ9GprsBY1zmNcrhprBR3moFqLXDWsNBs1w0XNcLUbNtDE70Qt50Umi5rWagxaik4orGik0LGoMWNcJohbwNELgdTWswctRSc0i08YOOcZ8M10OD0NLuDTFM10URSD0o9Rlk8kPGPqTHDR/ti38GftFWiqtwx++DfwZ+0Vaa7NN8hy6j5wVgvpuXPGsJ/7mn9Jq3qsM9NK54yi/iif0mp8vyko9lFhj6U8iSiQpjup3GucVylAIlKqlHRKVRKNGEeTah2fWnQSu9ntWGIu4jqKuY+tWGePyqLu49jWCiKikaCUOvd1HiKmEYOgZc4I2qKlSntrKq26KebIHcppJDocVw0mbhB+P/INFNwng/8AINKMLChmm5uk8H/kGim7Twf+QaxiSsxpbBvvpHeu34Jt5FX6cim7dmJGEPP2QPs8+M488UzN0ng/8g1z1pfB/wCSaN8UCh5mgWpn62n5f8k1z1pPyv5JoUEeZoc2/WmfrSflfyTXPWk/K/kmsYeFqHNTP1pO/m/kmuetJ+V/JNGjDwtttjPdmm8HrAkcz9jg9Ozzn66T9ZT8r+Sa6LlPyv5JrGHRPnQBpt26H8b+SaOJk/K/kmgYWPkaC5PU0kJl/K/kmjiVPyv5JrGFAKLPKIY+Y7k9B411ZEPef5JptqDBlQLnYnqMUUuQN0MnZpHLMck11F3rqrvS0aZqhINElP4othRbePbcU/jjrAYhyYpORNqelKTdKACInjrcfQqvLwUB/wB5l+0Vjc0YxW0+hwcvBoH/AHmT7RVcXzCz6LxQoUK6SZ5M4tgF7dTrOvK84YScviGI5h57A020q8a9dBcwt6/aWUttJMDsQCDgj/WB8CanuK4Ej1IdmwZCGZT3fPNRVnb8txdTI2Oa2ZHXHzsdD7xUW/iG/g5JyO5Fta2nUGVAgI8eXIqz226OB+GuR7xVRuR+09Jzv7S/0DVs05+YDHQdKfsnELxFCLnQ5mxupWSq7Zx4AxVzEQls7mEjYoarkEOMDp76nPyZfHxaDxJThEoIlKqtKh7Yop/a7QjK5z7SnBGab6faT2908txf3N0hUqIpAOUefvpyo3pRaa7VCUrsMoz1pVe7uoqGjrjNZIIcd1HxkYYA++uL9VHXpRMEMET/ADo1PwpJ9PtXOezwfEGnQruwGTTJtCtIjn0m3bozLnzpE6EQxZLgkdwI6VN28i4deUNzjG43HuptaWC2196yLm7kwCBFJJlPcR31VSa8yThFvoiX0a5ByrI3xqLksbpNeVDES4tS2Ac7c9XZc1G//NY/iJ//ACU/iMR4o+RFJDMmzROo91EeIOCDsfOrf5YrnZRv86NT8KO+xfC9GUK7smC8yjIrPtW11F4mt1j7NjaShCGflDPnOM1vwsbd/nRLjvxXmrii3jm1LVLuBVMDXZdMgDGCelSmldoaKaW1m6WWnveIkkbYgYBhIR1BHcKmrSzhtFIiTc9WO5au6A6T6Bp0sTZRrdCPop6EqsYJGcuOBLlz0o3LmlOUV0KKohGJ8uK7g42pUAUbanQgkFOKATxpUYxQyMURWwnJ413koxYAUQvRMAgUVzyqzBSxAzyjqaI0oHfTaa7SMHmYD40G6NVjIXuqTThV08Qxd7ytTqaTGMsOamNxqvdEpbzOwqKuLm4lO78o8F2qUs0V0OsTfZ5q9K/FdnxbxNeajawi2Mz82Acg1Rbezlupuyi7PnI2HMBze7zpwmnxXU3La3kIOM/LtyfXSSaZeM79lC0qxnBkj3T+UNq5VSR1dje5tprWZoriNo5F6qwpPl8SBV79H2iadrHEkNtxjrC2GmiNzzyMSC2PZTm/Bye/yphqmkaRps01rJfW9wY3IE8EnMHHcVpfEV0Nsb5K/a2t1cpyQQvIhPziMD6an9K4YuJwxmuI4170QcxpJNZvEjS3j5rm0j+a0idmR8aRHEN0Q/ZzJaDp8knMx+JoPc+jLauyVttLttOubiRjEscTBOdzk5AyT9YqRi4ptNNYtb/tl+gVWz9QqmMeeR3nHOxPNz3MuM57+Uda52oKhEkdh+LAnIPp60ssSlzI2+uia1viXUNTfmlSK3XqAx5f9pqH7WSZiTLNLnqIV5R/KNJmGZRzJbrGOvM+5+k0kwEm9xdDHXlGT9Q2poxjHoDbfYrlIugt4j7+0b9VAzpKRzLPcnuDtyr9AoivZxD2I5JX7ubCinEd5KicySW8G+AAvMR9ppuQUC1s78QuYIygO+yjPwJpR7W3SKKS7ul5yCSGJZuvhTaeSW6U5vGmP4hPL9RprNE6RxhkI69ffWq+2aqJS2KTSmKwtJ7iUAsVRN8Dv2pVWvorK8ZrKWHAVATGe9s9/up96MZjDxPzKcZgcbfCtX9bY9XJ95ryNb7Qely7FC+PU6sOOM4220YdDdydk6XLhlbuxhl8xSd5atbsLi2YvEdwwrXOMZEfhfUuaOIt2WzcgyNx34rIdPvjBmOQc0LHdf0iuvRar3qDmo1TJZsag6Ts7C4z28QxHsJk648/dUxpOqG1QR85a1kOwO/L/tqIurcQET257S3bqP0Gk4LlYGblGYZOo71PlXW1a4EXHZbp5PlTy+0CMg92KjL6U2txFcrtvyuPEedN01EI/Z5+TxnPgT+ikNWn54cdc1JRdjt8HeIbVAyXcP7nL4eNRdrMYZQ3UZ3FPYtRY2BtHiEgPQnORTF4yj8rKVI7m2q0U6pknV8Dm9hC3IIIEUo5lbuoQRlUz7XuApHIVVJYEg7AEnFTGmshRHVd2GC2w395ovoBGyxsJQWXdhhV78/Ci55VIJYHvGAPto2pt+2SyyZYHGQ2cbUrDc28IjJVXcr7Xsbg/GiYmtBSb1maV72OTs7aR+yRyxPsbZxttmq9ytGhMyFVGAAMA5qTsYrm1i1C6mgkSKa1YIXHLzBiBtTbRtMm1qd4LcRRlB2jO2dh0xWowbh1FkvueVQYLeNp5AR1Cjp8TimkpfOHbBbc+VTN3ZHRtI1BDMJJZZ1tUK7ZCjnf6CVHxqvxQy3FzHCgLSyMFUeJJomCmRiRk9DmnM000gEStI0jt8wfUMCr1xDbWXD+gLbRQw+tSJyGXkBY7bnJ8TtUXwJpYZ5NXvDyww55Gbpnvb4fbQMVqfTryzjE93ayxR5wpcYyfjQ0nT59Vvlgh+c27OeijvJp9xBqU2v6wFt1do89nBGOp8/eatUVsvC2ikRJ22oTD2iBkZ8/yR9ZrN0Yq3EGk2mkBIRdPPeHcqFAVR50TT7eC3vNNxMkty9xGzBDkIOYbZ8aaXELyyvLdTAyOeZizDJJpfSI4U1ex9sH9sRjIBP4YrJmPp7QoUKJijemax0u/wCCJotcgjns1lRyjk7kZxjHfXlpOCOGTwrLcLNeWmqs5j5TIfYZm9kFO9QK9Y+k6CO44YIlXmVZ43x5jNZbNoFjdmOd4FMkj8zkkgEY7xXBqMk4ZPhZ14calHkzaPg/VrLV9NtdB4vvMqpLPKxIQ8vRQDgg9N+lWqCD0lWAAS/0nU0U/wB8XlZh9A+2pfiTTk0+809rJeydcgMu5pxDqd5Fy80pP5yVyT1jg6mr/I6cWl8RNx4/MiouLOMbIMdV4OMqD8Kzm5s/bSkfpV0uJgmraTrGnv0YS25ZR8R+qp6PWZh85In+kGnKa0kg5Z7Yny5gw+ustVifl+o70uVdMjbD0h8G378sWs2kb/izAxH6wKs1jfWN2ivp+pQyqehiuFb9NV+80/hnVEKX+kWr83XmtwD9IqBufRpwNdbwQvZvnZre4aMj6aosuJ9Mm8WVdr/fuagst5HusuR+WtKpqNwuOaJG/Nasqi9HE9rIH0DjXXLMr0VpRMv0GnP3p9JVgSbXiXSdSUdEvLQoT8VqqafTJ013E1SPVlH7pDKp92aWi1GzY/PUHwYYrJDxB6R9PjHrvCemajvu1jecpPwamunellneePVuENct+xlMUjQR9uqMOoOMb0abFbj9TcY5oXHsFD7iKVBXwFY9belPguduWfUJbCQfg3VtJFj44xVl0zizQ79VOm8RWMwboFuVJ+g1nfoCl6lzunUjkRfaHeO6kEiByDls92dqiTc6hJJ8lPA8GNsDLH4g06hv5YBh4eY+IapdsbY0h6LZ3Zgy4x0JptJE0ROBj30catH+Gsie9a6dVtW+dKvxplGumB/USWXGz7e/vpRFhJAMIPupJ3tpx8nKoPvoqQ5IDPhR4Gs3LzVmSXkx6YIQf3NfooxFcVhtvRhinVIwSimliua5yYo7gUJUnI4QZYH4ClitEI2rbg0Q93eXzMUtrcKCcB8831UvZG8Kn1wQg9xQnf309IAHcKRlnjiGXdR7zTbjUGJopNRVzrUSHlh5pG7gopsJNWvDmGHskPe21LvH2smXlVN2YD30wuNXtISQ0oJ8F3pGPQJ5jzXt2zfkrUlbaJaQbiEMfFzWuTB8K8yHOrzTnFnbO/gSKOLHVLrBmYQqe7pVlSNUXlQADwQYowj8E+JNHbfZt1dEFFpUcABlkLk+AOKkI4lUAKoFOJAe29rGFHhRT3kVGdJ0PHkaKAM48aP3VwUapIYl+GR/bBj/AJM/aKtFVfhr98G/gz9oq0V6Wn+Q4tR84KxL0xrni+L+KJ/SattrF/S8ueLYv4qn9JqfL8pKPZS4l26U6iSkohTyNa5UUOotLxpQRacRr5UQiYSjiPalwtHCVgkdPHtUXdxdasEybVF3SddqwUV25TBp5aL+1Y/dRLtPKl7XlFtGM91JIpEI6mm7q3gafnlHfRTyd5P0UgxGsp91JsrVK4j8/oNAxxnx+g0TEMwaiYc91TRhi8/oNcFvH/7BrGIXDedDDedTfYRd/wBhodhEf/0axiCbIxnPhQHMSRg5XYjwqdFtETjGfhQa3jUnPX3UbMQnK3ga6FbwNTQgi/8AYNd7GID/AGGgYheRvA0cRt4VMdjH5/yTQ7KMeP8AJNYxFqhx0pRUOKkOzjHef5NDEY8foNYwzVDSyIRS45P/AGKMCvjWMJBTTTUhtHnzqR5kB6imOqYYxcpz1orsVjFUp3BHuKThWn9um4qgjHEEWBTtEoRJTlI6wo3KURo6elKTdawpGzR1sXokXl4RAH/WJP0Vk8qeVa36KhjhQD/LyfoqmL5hZ9FxoUKFdJM8s36M13MGJKrI4APd7RoW8fydx/Av9lSd3B+258j++N9poiwYtrk4/vL/AGVzb1ZeUaixO4Uiz0nGfnL/AEKn9OlC3pj6FcN07jURcxn1PRturL/QNSkCcupSnwjX7ardnMuywNIlnKTI2EIwO/NQfKO0JXdcnFHklluWDSsTy7AeApWNBtgVOUrOiMK7CKtGA3G1OFjzR1hOdhWGobhaUUeNLi3buXelVtm7xWsyQ3AxSi5xTlLYjrSgtxRs20bAbUoqHzpysI8KVEflRsFDZI28N6VVGU5GxpYKaNijYu0THP1yPorvJkktufOlOXeuhaNgoIsY8KhopEl4xlWMMRHZ9mzY2DB8kZ8cVPouSKyuz4vY8avpU1riMag5QocuHz81u76O6nTvgR8Go4A6V0b0GGGpjq9+unabc3RxzRISoPee766Nmor/ABzxbFpkUul2OJNRmQoWz7MAI6nzx0FZ5r3DdhFwhaLDqUT3Pal5VEHtNtgAnqai7i8j9YmmmIlmlcyO7Hck99KPfs1r8nsoPXrWWaKiycsM5STssnow4s7B7bQtUmkQRDlt5BsrA9FYfprXCcYrzha3CT3UTkjnRsg9DW12WtxxaVaSXciqXTYk4yKpjk2uTTjTosgahzjxqpXXF+nwg5uohj8oVW9T9I1lGGEMysfHO1NLJGPbE8Ns1HtVA3YD40UXEZ6Op+Nef9U9IqyMc3LEeCZqFk9IDKx7KSY+6kWp+gZYGvM9NdsviPpojXCD8IV5vtPSFqTuqxPJg9STVl0/izU7kgNLgHvIqi1ERHikbHNqEMSkvIqjxJqOfXIpGK24aU+I6fTVDheS6kDTSNIx8TmrTp8PZwqAMHvoSyuuAxx88jyW7uJNgQg8qQ5CxyxLHz3pwE2oYqLbfZZJLoR5MHpRGjpwd+6uFdulYx5j1az4T0S7vkikWXs2KxKzdu5+j2RVfk4ulSzktba3QRP3yHOPcBtVWrqqW+aCfdS7U+w2SDapJKMSqOmCU2z7xRYZYlDdmArN343HupmEYnABJ8O+ggTftCwx0AFGkG7H68pyZMysejOeYL8K4zMdp2Pq/XEQA+qi21v2sRePIUHHtHP2Usk1uwWFolt+Z1DM+SAOhPiOufhS2agkt1A0cUUELEofYL4GM/b8TXRf3UXsCRIsbEpGPtqX1Ow0ldXOnaZd2s8bygQ3pkZVQH8fK7jzxTu84J1+C1e4hjs9Qt0BYyWd1HLgePKDn6qG6PmHayvIJZby3aeTt0aRdy+QRkd1eyr70fcGXqKZuHNOBKg5ji5D08jXjFIpY76HtoHjIkXOVx3ivdZBEUeD+APsrwfbueeFQcHXfX5Hqey8UcjluRQ770N8EXSnk014Ce+Kdx+mq7eegLh6TPq19fw+HtBsVqzu46Gudq/fXzsfauePU3/U9r3DE/4UYlP9z1ESfV9dfH5cI/RUbeegHVlVVtdZtXVcj20Za38TOD0GPfRvWSD0z7jXVD21qV/H9kI/ZmF/w/r/AJPOMPos1vg6V9Wvp7WW2RezJjY5yxwNqcpNnvrYPSMz3vClzBGCGLod/JqyuDhjWpbcTwWM8sByBJGhZTjzq3vL1Xx5HyefqdIsMkoKl+P+SL1K1n1awn0+15e3uF5E5jgZqDtfQ7rs5Aa4skz+UT+irroWm3sGvWnbwOnJJ7QPUbVqNqoVsnPjXNm9rZtD8GBqnz6nboPZeHU43PMnafqYvYehLWlOJdTshGfnLhjmn0PoCkkkw+tooPcsRNbcJgAMA0aOYCXptUn/APIdR/8A2fZf4L/sjTLqP3f+TIovuf7XOZ9cmb82ICnMnoS0OJVWa/vZceYFay1zscUymkLneuPP7e1UuIZH9v8ABTF7NwXzBHjzijTG0nXb6O1SVbSGdo43Y5OB03qQtuH7niLT7rVbeaPmiX2ocEsxUfpqQ1i4hn4s1vT7xh2cly4TPUHNF4Jvn4W4rax1BsWtxiNiem/zX91foWLJN4ov+Kl+Z8nlhFZZJdWyvcKafa6nq6Wt68iq6kpyEDLDfH0ZonEWmLpetXFpzFYlIKFtyVIyKleLrBuG+Le2tgViMnbxfTutSnpNtUuLbS9Yt94p4+Qke7K/aR8K6VK6a6ZBquBL0VRWc3FBt5I0uDJC3L2kYIBGDkZ79jUd6SLVLHjPVYAgHygYY2ABUHoKT9HFybXjXSm5uUPL2ZPkwK/pqV9MFuIeNrkkEGWGJ1wOvs4P2Vv4geRIelC8tbfT+H7Syltp5PUEE4UhihwMA+BovoxtVj0rVNRmGFBCg47lBY/oq06ynCUl/pC6rOtlpyrF6xNBaiXnkWLJBXvBJGT5U9u9M0zT+B4Y9Hlnk06/mLRSTII5DG7czEgdPYU1oPgM0ZFxfOxms7Vj7UUXbSDP98lPO31FR/m1LejDSRcahNqUwHY2i+yT05yOvwGTVV1O5fU9WuLgAl55SyqB4nYfZWl8QhODeBrbSkZRqF0paTHXJ+d+gfCqJE264Krq0k3FXFAtrY/Ihsc3cqDqf/feadccahHY20Wh6f7KIo7XHh3L+k0/02FODuGDf3aA6jdgcsZ646ge4dTUXwxpol7biHWuZ4EYuikZMr5648M0KDY50Wyg4Z0c6vqS5vJRiGI9Rnu957z3CicH20PEWr3N/rl7EIocObdnx2ngAD3VG6hb69xRqJni0+6kXOI4whwo8KJrnB2t6Fp8V3q1rHbRztyRo0il2Pko3oBJTjG30OzRpILWJbqbeOOKQ8qDxIB+qobQbJVu9NnvGaON7lezRB7b+0u4B6DzpvDZiyRJbhBLctnkg6hcd7/1fpqXtrCVptOuJZmnvZbmNzEg5uROYDJx7vdRMfSWhQoVjFe47TtNAZT0Mi5qjWsfyGG3IQY+mr5xqR95hnoZkH21SY48yx8vQ5X6683VcZDu0/yEFxxGjW9s7bcr8hPhkVWre2QbR3j4HjJmrxx1YOdEWVRkdso/RTBeDdUhBU6e5z0KqCPpBrgzYp5JWkd2lywhe5kKsVyowl0Hz+MoNGMd4pyRC/ieUipibh+8VGM1hJF0/AbFJzaTNbkq6ShT+GgbapvBJI6lmjfZFmSdF3gJ7/Yf9dGNyMjnhmAI39gHwp9DasFZS0jnuyd/sps4nQ4BGQfwlqUsbSsopJia3Vt+OEPTBBU05hu8HEdyeuwWWkWmnUESQwvnzxQjWOUNz2Q5uuxBpFd8BaXmSSX1yAOW4cjwdQRRdHnbTEnS2CFZp3nfmyCWY5PTuqOEMB3EFzH16A7D4URexDDlvJkbwJ/XTqeWPmybx435Fhkvre6BW80+GZT15grZ+kVDX/DHBmogm94cs+brzLAFI+K1xUlVs+tAqRtzAVz9sY2aJvPcU61OWPmTemxyI4ejzhESiTTbzU9LkHT1a+kTHwORS8fCOu2it95fSBqXKd1S8SO4X9Bp2Hl5faiJ37mBoryA5Jjde7PL0qi10/NE3oYeQgY/SVYhSl5w5q6jqJInt2b4jbNQX9kTimyWM63wQ80biRzJZTc2VTv5SMjHfmrDJcYwqSsnlzEVI6Xo631hFcPNOrLHIpAbY5O9dGHVeI62nNn0zxJUyop6XeHYsjV9J1jTHWNXbtLYkDm6DI7vA7Zq8cH8S6PxPb3E2gXzXCW7hJAQQVJGRse79RqF1nRp3tmgvI7e5sWESMrjPso3s5B69au+maVY6bHJ6lbW9r2zc8nZRBeY9MnFdG5S4iuSCTT+J8C6ySr0OaVW8dfnJ9FAx+DKT76K0bd6mle5dj1Fi66gveCPfRjfoehpjItIOnupN/qHYiRa8U9DRTMzD2Kjok3p9EvSh4lh20JT2N5cDa7EYPcozRYeHYQ3Ncyyzt+W2BUpakj2fweuKcbVXHTViSk1wNbeytoBiGJF81X9NL8n5I+O9HzQNWok2F5fyvoroUDu+mhvjrQVaKMDPgforhI780flFcxv5UTDOX552x02op2Bo8vz299Jt801yz+Zlo9DfvrpIAJJAA3JqC4u4mseFtMW81DnYSP2cUaDd2xnHlWW6hecVcdnlcnSNFb8AZBcefe31ClivN9Bbp0bTwVxZpGo8YTaPYXPrN1HbtK7RDMa4ZQRzd53HStGrFfQtwppuga+8lojPcm2dGnkbLEZXYDoBt0raq9HTtOHBxZ73cgrG/S2M8Vx/wAVT+k1bJWPelkZ4pi/iyf0mpsvyk49lOiUbU8jXpSEQp3EK5ygrGtOI1osS06jXNYJxEzSyx0oi+VKhKIRjOm3Soy7j2NTsqVG3abGgZFavY+tL2Yxaxjyo95Hk0SDaNRk7UkisRTAzvRS8anDOoPma7t+MaiNQXN03fsOtCrC3RLCWL/CJ/KrvaRf4Vf5VV/k8q7yeQrJGssCyw/4VP5VHE0PfKn8qq4I/KgYvIUaBZZO3h/wqfyq528H+Fj/AJVVzsvKgY9+lajWWGS4hC5EiMfDmFAXEGN5UH+dVc5PKgV8q201lk9Zt/8ADR/yq4bm3/w8f8qq1y+Vd5aNGsshurb/AA8f8quG6t/8On8qq5jyoYoUaywG6g/wyfTRfWYP8Mn01BYoYrbTWThuYe6VPpoxYVBAU7a4AHz6DVBTskOYDvpjqJ53j8s00lvSM+1QtpTOzEnOKKM+h1AmcVJ2kXlTW3TpUtapsKZE2Kxx05VNqMibUuFoijZkpF1xmnjikJRWAMJRWsei3bhYfw8n6KyuUVq3ow/5Lj+Hk/RVcXzCS6LbQoUK6CZht1JZtcTB7Mqedt1kPiaaX/qxsLpYIWRjC+7NnupzdRH1iX89s/SaazR/IXI7uxf7K4EubO3JL4Ghpcj9paH45X+gafzDlmvCpwRADkfGm1yn7U0X3r/QNOrlfl77+Lj9NdKOFINb4wCc0+iCZHfTONfZXOegpRQw6ZqZ1J+pLRcg2CinMQQ92Kh4ncEDrT2ObxyK1MNpkkIgemKP2IFNYpc4wc1I2R5iWPzV+2srD9RIQnuQn4UcW7H8HFPGfNcBpqMNewPlRhAPGnQG9JN7TnHSiBBRbIepJpdtP5IxI0bqh6N3UEQY3NHcvy8okbl8M7UU0BpjG3tGaa4Ekg5FcCMAbgYHXzpY2XhJ9IokZcSTb59r9ApRWkOwO9G1QKbEbsLY2kt1PLGsUSlyxOOlefdJvrO14ph1mZUj5r49tkE45hkMMefnVr9I/EH301KbTvWHSzgbk5V/DYdSfsqF1DUy/BjaP6pA4MwkWVVGce+nx7Xbs5szkmkkbVMkroHhTnRhlWUggiqVx16wdNNtIriSVsImN291IeiLUrm10uK0vZGaBiFjDHPZnuHuJ2rQvvgbPUkne2jkdV5QHGTjPUHuNRyRfqdUJxroxOy4A1+9cGDTpOx5ehTBz41ZIvRrrSaa0QsPbPiBmtUt/SHpbZF1FcQSKcEY5qdjjzQSMm4kH/hmk8NVzIXxFF2onnGf0Y8QWTu0lhdMhBHzcikuO9OvY+C9A7KO4Hq5eKYlCOVvDevRk3pC0VB7BuJD5Jj7aoXG/FceuhYYoDFbghuu74Od6pFPpOxJTg3uao8wPbajKxCwXLe6Nqf6VwXr+sSYhtZIIxsZrk9mg/SfgK2V7hVGct8WxTnQdSiivijdkTIMDtHGAao4Ujn8e3TRUeHfRDp8ZWTWLme+fqY4vko/dnqfqrTtC0LStPga0s9Mso4Cu6CJTn3k9aSluXlJCNJKPCJeVfpNJJeXNpNAoiizPJ2ShmJxnfJx7qpp5XNInn+R2wmrcLaBMSZdGtQfxo4+Q/VVR1PRNKtHzaRTREHYLISM/Grhqs2oxhibeFh38kxH1EVTZbqS7vWjlVlMe7KSD16bivSnCCV0edjy5HKkyY4egDzbjdd6tUa8o2FV/hxeWd/dVi5sGvPydnqY3cQbHG1cJxRWcdelBI5ZsCKJ3P5K0iQ50kCic4BqRt9B1K4wewEanvc4qTteDpG9q4ulXyQZptjA5I8GtpNxDyrJbuHaNZI+Uc4dW3yO6lo9Juu1Tty0ce28iMq+7IpnNPcyyHklMiRgBWAICjw8vdTrS7q6vLqOxLuY7k8jKr9T4jO2ajJtK2VirdIfabpEcWr2xulMduJQHZXzy4OTseu3d31cfSVpPCr3VqnBySTW/KXllnkwGYn8Dl2A8jVH1LTdX0zLTGURnZWxzZx0zjoasOh6bqc2hQ3/ADRCOV3ADJvkHB6HNR3XU4ytF9m1uEo0yEtIUshNDMbqIj2l5IhMm48Rg04tZLqZhL2YKqRhJYwwOBv1pa9gvnvgqsgAAD9m5XA8cEVadD4X/ZVrVrp2l6mNLtC3Zp2zE5J6u2e8+HuoOdyS9QqC2uTfK8iA4h1m0m0QwTcM6RDeAjlvbaNoXXfvUHlP0VTdOeSKYPEcSH2V7sk1q3Hno313TNSu9Li1Kx1RIY2nYoyq3Kg5j8cVQ7TQ5T+DchUAyY8MAxFUTUY8kXcnwN7uK7tSkonZoUK8wD5JOd69bcOcV2vEmn2txo6mZJVCgcwBVgN1bwNef7L0TcRajw799bLLREdokMpVDIoO569dqj5NA1zRtJt9Ut5ZILTUHYqYp2i9pe4jYZrx/aGlx+0sajjnzF/6mdunzZNJK64Z6lliv+o06dvzXU/ppAm+Q+1pd/jxEea8sHWOJ7Yc0ep6wirueW55gBUzonHWtJacx4guCxbHLdSkMPdjurxl/wDGGuVJP83/AIO/9sSXFfb/ALPRTXUqE9pYagvvt2pAapbo/wAotyg/KgcforFtF474sutZtLe21iWSOSQKRHPzbe7rVh17jDjnTL+1s11SQXFxFJII8BvmkAYzSfsGUZKLfP4/9IvH2rJxc9vH+/UuvEep2tzplxDHLljggFSCd/Or56NOJNH0/gm1s7nUYIrkGQsjNgjLGvLc3px4zs7uaC5nt5WjYqRJAvUVs1trcWtaXbRm7t7q5u4FLR28ERKllBI5u7FUlgzeyfj73WvX+5CeWHtB88V+X9hjPeR3HE19eO45XkYoT374+ypJNStVOO2UnwAJosXD9jp0bTa/qcNlCoz2akO4Hmegqi6vx5ofDt+8ui6lPdSoCAI0XmPl4V5K0U9VL4E3+B3YvaHuuPY4/c0E6pFj2Vnb82Fj+iuDUmLexaX7e62f9VUrh701Wdw/NrEmvxRY/vIXC+eQKs1lxvwzrZ/aPHN/bSZx2d4pH1jFWl7EeNXKEv8AfrVGj7X3OlX+/nZJetXbD2NL1Nv/AC5FNL/ULqygM91pd/DCCAXkj5Rk9KlYrO+uVzZahZaqD07HUHRj8GNNNQtWt0I1jR9Qji72cNLH9IJFcr0cYK9jf52dUdXKXU4/0r9WRV/wfw1rmjWtxfabAbp4wxmUcjknvyO+sPvNNXizQrs2Kg6vpDOGjHzpIgT08en05r0Lb3tjLFHFbTRcijlVM4x5YrzRpOrvwvxfNqlkXaSO5YPGVHK8ZY8ynf6DX0H/AMey5cssid8VSf5/qeZ7YxwhGD9bt/0HUhk4r4IeRgW1DTe/vdQN/q+sUroKPr/o51DTwpa4sT2sWe8Dfb/WFTeqXljw5r669okCzcNazyl16G3k/CXy79qNpzwcJ8YJpsvZnSL/AOVtrgvheyk/BxjfDbfGvrcfKPnJ8MzrQdNu1nttQTkWOF1myTuQGHSr36ZdMkuuILO8iZRE1vGMHqcscfbUNq0knDmoaho5itV9XkZUZ0dmZG3Bwu3Q4+FTvpHvPWrPhG4Riq3UKhgF64Zfop5KmKm2Kel/QDJqV5HYFVisXg7UOdzJKiAKuB5E1bvSvDa6fp2jaJJNHbxxWaws/LnDOvLt58quaZ8X6Il96Z9ItoboXX3zvoXnt45SeyEeMcy9Og8+lVP7oTWYtR43vbeLlZbd+XmRsgkYAz7gPpJqeNtpFZpK6GPo+4cs5eLu3V3msdMj9ZmdwAOb8Efp+FPbRI+MeL7vXLv2dG04cxaQ4UkfNX9J/wBtLXVnc6DwRpfDVgude4gdZbgfhKh+ap8NsfXReIrRibH0f8Mvzdj8pqNwNlZ+rFj4L+oV2baRx7rZF3hHG+vvctmDQ7BTzzN+EOp+J+oVKJxbZsgi060tktoRyhrl2TA7uVQN9qhdavdPkgi0DQ3kaxtiedkPL27D5zs34oqHhPDwQJJHcTSKfak7XlV/HA7hU/MpXBd7f0mT2cpgtba1uM/NMIKKvjkt9tR9qmv+kPicvaqksyjBuJWxb2kXeMnoO/PU91DQeGNOk0caxrdkun6KzSdnO0haS4C78sad5xjc7VPw8R8N6vw/e6ebi74f0i2TNvY2ls7tdNjrK4IyT3707gopSk/8iRy724x/r5EDx7Nw1w7oo4f4auotVvi2bzU1XGdv3OP8nOc/Xmqpp0MyyWVxzspNzFzYJGfaFCWLtdJvHt1VY4+U8gTGN9++pmKHl0yyfG/rEBPxcVzympPg6FjcUrPorQoUKYUg+MQDorZ7pFNVGxjEihl3xJjarhxd+8zfnrVZ4eIdJwQPZINedqv+Q7cDqA54gtvWeGLlT1Uh/oNW+A80ER8UB+qoC4TtNKvIvGM7VO2BL2UBIx8mv2VfTtJnNmVhNRJFlKR3DP104zzAZwcjvpO8jMlpKqjLFSADSiA8iePKK6+DnppBGghb58Mbe9RUVrGlWJtXc2cPN4hcGpnFNNWH7RkpMkIuLtFMc5xkqZn82m25kIEY26VI6Vwrp9/G/a86MqjBQ4pRLftGzzYPuqe0FOTtV64Arz8Wmg5fFE9DLqJxhcXyQM3o+tGOYr6dPeAaZzej2TBEeoKfz0q/SNyoSu5plPcyJOyhGYbcwU52q2TSYF5EIa3UepQpeA9UBPJPayZGNx1+moq84L1W3jHPbQlc/OR961m1uln6DGc8o7zSer/3MPzqTJocbjabKY/aGVSppGTXHDWsoozYToAesblvqppLo+oQgs8c6d4QxZz9ArcVB5V91GIz1rP2dB+Yy9pzXaMLa2n7SNZIzhh05d8VZdAh5dIiOCFLuv11pbQROfbjjbfvUVWdIt0+9eCox61KMY7uY1J6NYXaNLWeNSaKtraf2rkY9e0A+GRVjt/3NceFQesRk6fOCMfKE/ZU5Bsi/Cth+YM+hxPZzRgNJAceOAabGFQT7BUkZOARtVi1ON2gLxBWIwSDTa5SNUWdmIcJysvcdqtkeyTTOZTbK9KuFbckY7zTRxT2bdCfKmcg2Nc2bs7Mb4CxD2qexDvppCcsSQBk9BT2IbVJDNjmAZOPKnCjCgUjbj2j7qWHSunF8pGfZxvmmhnag3SgelVEOHoa6vSud1dHSmRjtAV0VzHT3UTMZznMje+kXOxpaRCXY+ZpOWMrGx8K5pQbbKqSRmnpIK3XFHCFg6hh2090wIyMKmB9ZqSIAFRHETtdelezi2KWWlM+340j/wCypgzMJuSNFVRkEkZJ/VU5RfQy5bJT0f3yLx8lhn230+SbHkHUfprXK8/eju77X0+vbjpDobg+8yIa9A16OmVY0cWd3MFZB6VhnimL+LJ/SatfrIvSoP8AjREf+7J9rU2X5SceypxjpTuMU3jHSncQ3Fc5QcQinca9KRhFO4xRGFEFLKOtcQUsq0RWISLUddJsal3XamFyuQaAUV27TeoO5klS4dVbCjuqy3abVXrxD61JnypWUTEBNN+N9VEfmd+ZutKhcV0Lv0pQ2IqmaMI6cIm3SlliyOlYI0WLbpR+xz3U+SHalBB5VjEaYPKimLyqXEHlRGg8qxiHaPFJslSrwddqbSR4ztWMR5FcxTl1x3UmVo2ARxXcUciud9YJzFDrijGhQszC4wCfKoaSWXPzqmz80+6oeVaJhlJLL+NUxwyWdJyxzhgPqqIlXBO1TnCqfIzn8sfZRMyxWyVK267CmVslSkC7CihGOEWlQNulBB5Upy7VhRu4pCRaduu1ISDaiBjCUVqfox/5MD+Hk/RWXyitR9Gn/Jkfwz/oqmL5hJdFroUKFdBMyq9W2mmk542ibmO+Md9Rd/ZrFZ3Lo4Zeyf7KnpdUuDK6yRxuAxG486Z6rKZtMuw0SIeyY5UeRrhSaZ1za2sr11H+1tF/OX+hSl4uLnURjpbD9NOriIGHQwPxl/8Ax0rqEIFxqp8LVf01VM5KFPvTcLGpCg5UHr5Uk1rLHntInHwq5Rx38kEY7FyvKMczAd1J+pXxPzYFHm+anvfozr2r1KjGAOop1GuTsKsf3uZv7pNsR5A5pKfTEiieSMqVUZwDinTFojILcE5bpT6M9muF6U3VwhA5e/HWn3Z0u++iiiFE3iv0UosiHv386SZCK5y0ykwNDh3Cr1FET30yuUJKIgJY74HWjwwyjGQ4+mi5pBjBtEgrDFdJpFY2x85s0VxIoyG+mh4iM8UgIcyT+T/opvqV+unWTXDQzTYYKI4V5mJJwNqZQTMvrDJKj5kbIH4OD0ohuHYYZlI2ODQeRIZY27M8T0bcQapJNc/e507ViwMpCnc576fD0R66LBEEadqCSV7UfbWiRcQ38OwueYD8bBpY8WX/AEDxZ/MpFKHqxPClfSKXw9wRrelaJqcd5byB07OeJi4IHKQTjHuq3ahNHNY9smGLcpU9NiR+uuT69qFypRpnAIwQi4zTPsZPUnkaNwnMvtMMfhCmnlvhGjh222UPiqApqzYmdOZQx5cdaieyBAzPM3+fip3jLB1Q+HZrUQpHL02rqhFOKZ52SbUmhu1soUktIceMhpNra3LYZGJ67sTTpz8m+5G1J/334VRRRFzbG5srYfNt1z570RYIU1LTeSKNc3SZwtPDsBv9FIsP7Z6Xv/zpP00GgKTbL52hcdcDJ2ppckG+0wAf86X7DTiP5nxP20jKM6hpQ7jeL9hoaf8A5EUzv92ydv4eaF/d4VnDWb/sovrePHNlAAfdWs3MPyMm3dWecn/Hm8wPwk/o16knao85KpE9w9w7ctM4eWFCV6A5Iq12/DFuCDc3DufBRgU00AkXM3KxDCFiCO6rnHpcIhVpbq5J5QT7YHd5CuXIoxfJ3Yd0lwRdtpWmwY5LdWI723p8THGnyahR5DFKro8BL81xeEA7fKkYGKY6zptvawQyRNPz9si7zMdjnOQTSKcbpFHGVBzIjxFj80HGScVwalaqAgmTI7l3NITxA6DM2/tEj6qsdhZ21rbxpBBFGAo+aoHdTTkooWEXI8O+jzjLhbhW31u2udGg1q2uvZgknj5WQYIx3++s7vdVhXU2uNMsvVZOfmj5WyFPxFbP6YtE0biOexn4e1bT0srcNG4tED+2d+ibD41nsPBFjJN2S6leTsFBKpCFJ8hk15OTW4YXGb59KZ7GDQanLFZMa49bJHQ9et9bgMNxGsV2Bh4juH8xUmsK29r2UWQmSQM+Jqy8O+hy1zYyR6Re3k0tsbsFr/suQA4wcL1z51c14OBhtg2iwwTTxPNGjTc7cq4yTv5142TPHTy8TDGTi/Kj2Y4pajGo5ZRUl52jA9YiKXUjCaSMlAAFxg7VT9Ovrm0l57e+aMjp7Zr0L94k++sRea0iSRXKmOMMcKPm/EnFZjaei/WrlJZ9Kk0+di3Lie4ji5fgzb16Gh1azbk+Ojz/AGlpFp1Ha7fNsfRcM8eatwlLrkqo2jPAzmV5VDNH3kDqar+h+jfi7VoFn0XTL6VT0YMq5/1q9Q8YQepehp9Isry3a4sNPQyCJgVHKntY5eu+a8e2mp30RHZanynHeT+qunDPJLcpI82ahScXyex7ezn0XgPSLAljd2CW6zq6nOFGZMnvNeX9e4w1LVNFtdGub+5+99kz9hEUB5csfKvT/AHC1tcei7SLq7u73128s0mmZbmQZZgT0ztXm3Qta4PhnkTiNNXuSHIBt5UQDxyClc+jioue1Vz/AKymaTlFWyR9G/ANnxRp8U8txqLSSSSK3ZyKiooHUjc014i4a0XhLWBY6jp97q8YIk5xP2BCd67A5zsc7Vq/BvHvBNnpR07hr75oidpMVe0M0rNjJGVxtgVV+N+LeFuJbSG8iv8AUbe6CmORYbcKowds82+cV0QeV5Hu6FlLE4JJOxrw3xb6OuHXtNTj4D1K0v1Y+rXIvTPhwMZAJG4z3ipU8UcJXmoWuoa5e6naOcrz3GmvlR3hWB8etU/gOw++nGelW+kahJdP23aBLm3AHsgtu2NulXH0svd6nxVa2SxvdSNYz9s6oSgckFRnGB82lyuPipSXNGhj3Y3LdSszTR9C0bijjXX1Sa4ewWVpLaSL2SyljgkHypxxjwNHocFrJoT6nPO7+0oI9kY67edSfoAsWm431S1vF7GT1YsyvtykONvrq++kibTtK1WGxutR9UlaLtVdBnbPjgjurzM2o1C9orFFvZXXl0evixab9nObj+89fzM34d4H4q4ptj6zctGiRF4vXZWbnwfmkDOPeapdlpFzcXVu7W/ZwNcdiZypKBs7ivSPo/1bh7TNN9viC0WVuYAseYsrHvHTPmKrTWL6Rd2K6TqthrGj21ybv1VEMR5+8kEkZ36ivVhlStVR5M4xaVXfmR+q6wno6g1PhiOysb5L+3im7ee3HOnNk4GKe+hzhTgrUr2WXXr1slS4Rx2ag9cZqV4xtbLXAr6twXNYXhRRHepeEMyd2M5DD39Kp/BfD1mb+9TVr67hgjDpGYIi7O+MqPDvGarHImqfZOUalaVFL46i+9fEV63D93crYxuQjxSFds0ho/pO4x0gqtprt2Y1/AlbnB9+asmuaDq/D9yTeWNw9u0YdlljIUk9xB693SqjxZLHeXNmZLKO0dYuTkhj5A253PnQeHDkXxxT/ICyzi/hdE1PxzrPEovrjWOIBa3McYNtBBAF7ds45OZR7O2+TVevrLUNLuXTU7OSGQZMsci/KDI+cQd9+v11DLGRKqohWTPQ5q5apEmnXJn4kg1J5J7UtAszEOZAByFubcpjuFaEMeFqMIpX6IZ78kXKT6FuGL3T4LaXTdUlH3lvwEmUkfIOfmSr7j18al7vSbu90O54cvCra/oH7asHB/uq16nlPeMYIrPJHaKL1lLcNaTH5v4KnvXPn4e6mD3crcoLOeQYUljlV8M+FdMeCLND42vrTUtN0fiBGid7qD1W5GfaWWM9SOu4PWnun3NtrPDGg5Ttp7F3jKBckDmBGB7hWV8ynACH6a2Ph+yk0XSdPW3LRXSKJedThg532PjvXn+0tQsUEvNnoezNN42RvyX+otXo/eK24uvOLdUV7azsmmMTS8zliFIUE7nOSOtZHoL2F9xdHfcRSMlm1y1zPhSxc55uUDzOBWxcYXq6N6OrpobeNrwmOa4eTLCd+cE8w7/OqxwDxNb8QWGow3Gi6Lb3sJDqbaxVSYzscZz0OPpri02uvDPUR5Sf+D1s2gj40NNLiTj/AJIm94shsOINc126SRtalj7LTk5cx28Z2LZ/GA2AHvqrRcSQ2vDsun6RFJFqeoMW1G9mIyUzns0PUL3knc1Y+OtIxZG/e0mZbU5J7MhSDtucdM4rMWd3csi8o6YUV62k1ctRiUn2eHr9HHTZ3BdeQvPdEIYbXaI45m5QDIR4+XgKsPD9xaaXZSz6lbS3lyw/a0XOOxB7y4G7Hy6eNV64tL22tLa6nilS3uQxhkPzX5Tg4Pfg0iqOrI0qvykjbHUeVdCdcnHOKmtr6L/qGpy6Frttca3LpnE9u9tzrax3LCGEt0U8uMEeAqgXMrSzyOAEVmJCKxIUZ6DPdU/rF7o95pi2+k8Py2t0rKTcdqzkgDccvTc1Dx6TqMoJisLt8DJ5YWO3j0oOl52JgtwXwOP04/s2ia4PXtxfWLMCs0WcD6P0irfPZiLh2Jm+fHPbL/8AUAqM9GvCd/Pqt3cXRSwW0hLNHeK0Zmz0VNtz31I67qdrEI9F7KZ78XkLO3JhU+UB6+YNcqf75pfQ9CS/cxbXqe/qFChXUchC8WEfeoA98qj7ar/DSchuQwwTg9KnuMDy6Uh/yyfpqI0Ij1iRevsj7a83Vf8AIduH/iZLwxfIy5/CBFSlkpS0gU9yAfVSDRBJGAHs4zTTVdfsNGNtHfS9n2uynGa6ItQ7OabslLluSCRioZVUkjxrsL9pCjjYMoOPCmEOp2mp6M93YydtA6sAy/RRbe85LOJSDkIBt7qrLJjitzfAiTfRJ5ON8Y99NdRw9o65BqPOrWwRpGYsiEBmJzg04F2s8TJy4zkDzrmjrsGR7YStjqDXJXovZapvSH5WkP5NQzDlkqU0xgC2d/Zo7tvJaXKJCS5hwyvy5XupGKW2EmVK77Dc7eIphqV8sM0aMxHOevcAPE0gtzyK/LKJGzzZxkYNc0s0pSTEUETqR27ydryLzY2cHfHvomooPUwFJIz3nNRsU5uNPmaEgNtjbG+fCl+ZhGyvzZGMk958avjz7lT8xXCuSaT5i+4V3aiROrKuD3dDSF9eR2du8spIVR4ZrtbSVtkfMcqwYkDuNVzSvZ0l89RPIf8AWNMuEOI7jVtWvoZouQRNgADoO41I2C40yQn/AAz/ANI1ySyrJG19SkOyv6oAbeceKk08J5Ix5AU21EfITsenKRS05wmfIVHH5nZPsn7cyyRtzRlRIByAn7e8Go3U5GW3dM8sak87FtgKfWurRtFCihiWOA5HWoLiGVI0VSokaRsOjdY8d48a2fHBwUn5HJF80GO8fwpu8ZpzH80e6usB4U0oKXZ1Rk48DOGM5qQhiOB0pOEDPSn0XQUFiiFzYIkK5O3SjDpShPsGkuYVVRUVSJ3fZxvm/EUYDYUjM8gx2cfN45OKVyQBs2fzTRQQEdaAFEmZ+zYRg8+NsqcZoCTA9oEfDFEwpQpFrmIdXQe91H6aNHMkqc8bqy9MqwI+qsBsSwD18TXJcCFthRTIqQs7sFRQWJJwABUJYcVaTqLQ263cUV5NF2wtpGAfkzjJ7vP3Vm10C+SiwE3fpR4nnO4t0trRfLC8xH11MFCZOZSR85jv1z0qu8BXEV5qPEd+sgYXOqTMGJ6qvsqfdtVtdIVAKNzN37bYrmnVsvHop/obLXf3QnEF1nKQ2T24+Bjr0rXnT7mmL1jifiHU23a4nnwx7wGUfor0XXpQ4ikcM+ZNgrJPSmP+M8X8WT7WrW6yX0pf8po/4sv2tS5flBHsq0Y6U7iG9Nou6nkI3FcxUdRCncYpK0aGcHsZ4pCvUI4OKexwsD0NFMajsY2pdRRVQilQKIgmy7UyuVyDUiw2pncDY0Aog7pN6gbuEm5c1ZLkdaYSW/OS2KVlEQZjI7q6ib1Iy2+KbiPDYpQo5HHTmOLNdgj3p7ElYwikOKVWDNOkjzThYtqJhh2FEeHapMReVEaLasYhpYaZTRdanJo6j54+u1AxDyJ5Ui6VISpimrrWMhmVrmKXYUmy1gieKGKUxXCKxgpHsmoqZd6lwM7eNMruIqxyKwSHuKn+E1zaSn/KfoqCuVNWHhAftKX+E/RTAfRZrZalYV2FMbValIBsKJNiqrgUpy7UdFz0pZYj4UQDR02ptImxqVaA43G1MZ+TflkRvzWBrGoi5lrTvRsMcND+Gf8ARWazCtL9HH/Jsfwz/oqmL5ic+i00KFCugmZHbaiNS451mwjeI2tunOgjAyrcyjlP0napbV7RU0m9YEn5FvsNZ/6MCW9KXH0ewAuH6/wlaZrAUaLf+0pPYsNu7Y1GXIbaiV24gATh8dxZf/x081Kx+X1ohiOWzQ9PI12blLcMk/jL/wDhqY1Xl7XXyAP7hT7GoxiKSkE5a1hZI5CpjGDjGdqTclwOZSN+hOadWCBtNtCevYim9yOVxjxFacElZSE23QlFb3NzbLPEkSqx2Dsc9cd1J6hFNbW00c5iLFOYdnn9NTWkD+09t/7/AAqZcTKORyOvZ7/TSzglFsMZtyoqZGXT84fbUyFqHUe0v5w+2p3lx765cfR2XQiyZogjxTrFcK1VIVsaW4xqifwLfaKlpLW7jCkomG6e1UZAP7ap/BN9oq1PKrJBkN878U+FWxc3ZHM2qohHNzFOInhGeXn2OcikNSuJ7e0d/VHLdNwPGpW8ZfvtF4BBnbHfUNxkb6ea0TSoZJ1GXcp3Hu+NGfEXwCFuSVkXpjF5yHtIysj+2MKMZPWpV4LeFowLdCXPKoVBuagrLTtZmt1X1Oa3dcsDKMd4Pd1q1lMPaiT53PvjbfFSwJv5kV1E6VxY2MOCQLU5HX2AK5GnPIyJF80A52HWpJmBVvZyT1HeNutN7YorNz4HSujavQ43kltthHtpo0DtGAuevN0pjriH7zyMOgkQf6wqYuJFPMFYHmUbAd1R2uf8n5f4ZPtpMi4ZXHJyX5mR8abasx/ya1DqdvCpfjMH77t1/c0qJCnHvq2P5Eeflf7xhZSTE+KSzmXrvilZEJRxii9lmU4HdTom7Z0HB3pL/pXSwenrS/YacGInuNJGP+2ulDP/ADpfsNIxoqi7rtGD5n7aTC82p6QPG9T+iaXRMp9P2122j5tY0j+Or/RalwfOiuZXBl1uYPkJPzazLlP7Pb7Hc6f0a1u5ixBJ7qy6KPPHmo+AkX+jXfBnLkik0XHh9Cb2bw7Fv0VoMCIqgADPKM/RVG0NMXFzjr2DVYe3nSUDIxyggAHJ276hn7OjFLYiWlD8kvZkZztnuqK4jOLaAbZ7ePv99LgOzfOky3cDtmmGtqWjt+blOLlcEHPcalD50UcrQW4/5Ov+c1WWMgRpkj5o+yqxej/i4R3EmrNEqiNRyjYDuqmXr+psRh/Gml8A8Lw6c2n2NhBYc8hmjs05u0bG3Ng/Rmsdm4k4f07jF79YJhYPCWjhEWD0+cO7rWv6x6OOH+FJ4o7eVmtryRpJluXUAcoxgVi3HOi2ercQxQaWiWijnRpFYPGoPx6V8tklGWpyRn6r/wDz/wBfc+t0uWcNJHbyqd/1/U1XhX048LwWCKtlqTFIhb55FHeT4+dSup8YQ8QBrnTY2t2EAhQyPuqjJ2x3kn6qccEjhfStAsrG5l0cwwrGuZTGSeX5wOfGm/F2p6DDoclvo7adE4KlRAq5b2snGO7FT1uHdi2Y8qSv6epLQyjJ754Xb/EzePWZLTUzbCCMntTCXJ6jIOR9VVDjNJI+FriS3bklFyg5iudst5VcYpLB5XPawl3vVfn7woOdj4UV4zJH6tcW+nlLi8jUtcQmREBY+1gEZ6+NN7P24pNN+hX2onlUXFcv/oyjgY3N1rzQYtZJXtplVRsxPIetWtJeFeHgiavoUGpakgVg1tqeIQO8H2dzWzW/CZ0kTzWVvw5cRrGQ7W+mGKfl6EI3Mdz41SeI/Rvc3mp6jrFtpwuVkhYR2s7FeRuXADY7/wBIr0Y6yM83hw5pcv6+h4z0zji3z7vr+5q2j8QcQ6nwtayx8Kw2mmyW6S2rjUY8hQvskjl6V5QngbspFt7I3WqR3BbtYUDQlfDAGSQe/oa9lXRtrPgXTLW0eBzbwwQyiJg3ZryYbmIrxlqeoavozyi3u7+DfaWC7kVR1xsDjuqmGUnklGRKUF4alE9B+hqxvb7hq513W7aC1nknnzHDEIecqgA9gAY6dRVW9Jf3/tOItPuOFbURw3GnQXExWMALJ0y5OwwTjeon0c2XGGoWkN/ecW3cSOpcQSySSNyDB5idx8OtX22vNWle40KDWLDFxFmSa7tjJyqW3K7dOn000Yre6d9jS37UpKul9zO9L4045uVS2fiOwt5ZTJGIGIZiyjcEKpwD40tdcQ8R6SbJ7TUbS4meCSaVZrRGX2OpU43GPHvq36Z6Pm0XiZdT13VLEWlqGWZ7deVlkK+zjwyD9dQPEiNqPG2lXls1vFpcFs8LLJIqlwxyw5fOoeNuntS8v9XJXwIQjul6r/0R4M0bVv2YXGt6laqkF/C8gnQqAS2GGADkZ8Ko3pbvoF44nhuA8hgSOPc7YxnH11tVl2VottBHPbzCOJV+Tn5mXC7grWQ8W8NXeucW61c2MK3Do8bMoHMwHKM99cOjg56mWqytLiqX5HbqWseCOnxcp88mj+gDgDRNZsbTV9V020uormKVQkq84OJMbg9CMd1ZJYSaLpvHqTXN6Laxi1GRWRI+YRRhmAbA6gbbeVaXwVpnpIudGay4KvbCwsowzxQlvmDPtBGYHvz1qDuNJ1XXNW0y34rnsLqR5VHZQQJmROY8xd1APNnu7xXsb15vg8zbLpLomPSNxvpmpvYPw1xlaBLa1EDW89pIDI4JPNnGBkYqDPpIjvkRr3hDSkkcgesQGSJ2YDGcA4J2qS9O/Atpb6lpDaFocyQjTFMr2EYCGQMcl/PlFU7VNW4cubK10yGx4itngPMoZkf2+XBPzQfhTLbfwkpqTdvkvn311GPU7a2uHu57qSEywwzK7qCR80hvwsdRUHDZWPFkuoJe6aLG404PKZ7dzHyMoJwUOR1HTanfB+sa3Y8U6bNq+t32orHby3axXJ7RFCxtyh2G6nI+bUxwt2mupr2vyysW1CBlWOQcvY8ynKHA6AnbvxXke0cjxReWD54S/N+h63s2KnHw5JPt/YzGz0611sXc2hXSrfwRC6klcksVDAHlBGAcsKumv2sh0eb7+RT6jaFjD2ykTMrdn8meYZKgNjPd3VUOH9DudB4g1GGO7zcx2XbQC2m5BMC6gxtnGQQSceVafL2SaPfW93DdWVzC5ue2AAKc2MRqF2Kjbxrq1s1BwnHpENFHe545eZmekcKXWlz6U116zPYuj3v3umjBEkqIMnkzggg4BODgUROHNDvtXkFrw7xM6FDIYoXj9nbu26ZrbdS0qOa94SnnLSpNply0mTgtiNM71CX1oeFNZt9Q063luGubaXCKc8p2UDHfS49VkyKP80vLyFy48OGct8lGEVw3y3LjhfjyzKdA4e0m81S3X7zahaxBsma7vECAgZ39nxHSrzrE9rprW1zfX1isTzKgImB79zt3DOTSENlfXwjSOMWzySCOQMuADncnPv3qo+lHS5bGxtbO4sngvoLl+1ZmB7RWRShAGwGPtq2p0GPUSubfHHf3OXRe1tTppRiowalFTtXxd1F+VquS+azc2WucP3406603VhFyCSDtnAOTtkgA9x+iqZplzq2gXC3uj8O6RaykFFnSaQkjoRnnoehy4v8ATtM4iewgEjSLHG5JXCrhychtiNtx18Kuc2j3DaMt8kMclqWVezMoMkTYxynbAHePGujR+ysWDA9ltX5t/T0OH27/APJNZPOpJRtJeXlz6srF3xJxbqMQt7+z0ySGY4KSo8qnv3BfG3nU/wAOaRLO16ZYdMMEVrO49X04RBXEZKnmPnUZ6xciFmkEUccJAZu1G2eg6bmrtwdNctHq1nNGoQ2Fy/MHb2sRNj2elUz6SCwycOHX1PM0Pt7V5tXjx5apvmq/30PPGrS6jqlnY9ukRis4OyQQry7ZJJI72JO5rQ20vipbawittVjjgkEfZgWqALkDAzjJIrOopXjtwMkDl/RW28X6kmNKs9GljkVLaKeSRico3KByYHQg5+qlkpTkoxin+Pkelqs8sGCc4T2y8vqQdjw9xff6lJZQcSTGURNLgR45uXqNvGkeF7vW9Qt7yS617WoYbMr2cYm5GLnZgTjbHhVv4ZvNTtZ/2RetRC4UGMRdieRlxhgff1qyaToFnc8JX2r6tMPWJzJKXRiqRsOmVPXJ3+Nc+GKlB401vj3x5/0I+xNdnyxx6nWPfjU3GVOrpJtVxz/QovCtjFb8RWRM91P6xBKZBcztJg5XA36HrROMLCGXh9LwIouFvYMtjc/LAdat/DvCtxcahpcl+phSdGnVlwGYIAc8ucgHIwarnFkjHhVYTgKt/E2w3z24qOHxfHlLJHb0vx+p26LX5NZhk5wcY7pVfdPpfl19T2RQoUK9YxX+N25dFUgE/Lp099RGgEi8we9KsnEMSS6fyyKGXnU4NQEdvFHcrcIpWZQVDAnoeorz9TDdkuztwv8Ad0WmbqD4isP9Nl08ethFz8nCpwOvj08a1m1upmuEV5WZfOsm9NOF4myyDHq6sG8x0qepalC0c04uPDH3og1u3t+GZrY3MjzRSMXjwCBzHbAq4XOsWfqphlyTyjovQisB4c1KbRIZ79zOYriVY+1jAHZEHJ95Ip/c8ZwSTXDpeL2jtjn35D4Eg7g14uWWppxhzECk4x4NUXVYDGyTAR97qh2O+QfdVo0y8hubi3KSZbBGNwPm9RXn+x4ltpLmSe6uFfmHKFYbH/8AdaV6PtYWfVLWATKxd2IGe7B2H0Vy6HHNZ03GuUMsm5F1nUBzS0UixJzMDgjBxRZVy3xptqtwbTTZJAuR80kDOPOvo9Q2scqLPoK7qIp5iECsdvE+FN5y8yyROUC8gcAAAgZ8qi9KuJpLO0ncFoZEwA53z3794qdjCl07FUIdMAd/xNePjyzMh5aShkmt1QgsoIYDr4b05iZeyMPMxYb4Y5NVTWNbht71bW5ZkiXEjSxNgL3Y26nPdVgtLhZLxI+9kJB6hgO/PjV9PkmpxVitWLzavZxEo6EsM/OPtOR+KaieM9SWThy5itp1cyKAct7SZ93WqxrGuQC9lMUocRswkDkA5G21NE7a80uW8SRG5sjCA5znb/8AVJP2jnyJxqkTrksfoveKzsZ2uHiXmIImfZn99We0YHSpChBBlcgjvHNVE4UEk+ksArHs2IJI6nPQVe9JT+1qxnfrXVp87nHZ6WUjFLkj7jTWltiva4MntHK9Ae6muo5iVw2Dgd3fU1JICzAdAQB8KitbAKlu7vrohKnR01aGQ1fkgSZmKEgBVHTOM/TTe8vlvrSC47PE6Sc5DDD8nQ5NNIIludOg5cvhixJYqpONsHxzTWG6kgmTEOY5cLl25gxPXFcUZTnJO3wSSi7ss8JyM57qPnNIxHajlq9cweI7insfQVHQtuKfxnaggMWY/Jt7qx/jPUdWk1rS9NsNQktzeTOryFmIRFUknAIrXHPyLnwBrFeLpzBxPaT/AOAtLuUe8qFH21bHW7knP5eDPb++1Wa5lT773hCMVDLPIM/DmqY0nhjU9SDldduSBF2gzJIxJI2Hzqq9sxKs5PtE53q9cG6lLazTqQCnYM4B8QM0sZ3On0bJCoWuxTgHS7mz420OZ9Se5RnJMZ5tvYbOcsemKv8Aq8aykrIoZT+MM1U+B1L8Q6FcFccyTv8AHs3OPrp7r3HNpplw1sdH9auVGeQXPISN99/dWpyRoPbdi01lpNlpd/fXVjbH1aFpAWXv7vrxU36FAq+jm0ZGDB5pnyvTd6zXXPSFZ32mT2GpcF33q0xVXEOpx5J6jGBmtT9Ep05vRxpcmi2U9jYSCR44J5e0dMu2ct375ouFKzeIpOkVz04cUXWh8LC1so2BvEZZJQAQqd48ia8vXOrzabeG+s7iQM4wFYnJUgZBPhXqb0p8LX3EVlI1m4E0MK9ghIAkYndST08awDUfRFx1cGEvpkMxjzutym47h1FThHdNuXQuXHup+hf/AEZ3P3u0KzYpzCSPmYA46nNX+51GEaXdzhynZwPIQ+xACnvrHNN4b9KVjGsZ0yYRKOUCMRNgfTTnUbf0itp1xa3Ok6o0UsZRlFmpyPDINRWnnvbtVZaOVJVTNY+5hhZdMtpGGDJDLIf85wa3+si9B+kXOk2tlBcwSRmOz5X51Iw2xIrXa9GPmc0/IFZP6UP+U0f8WX7WrWKyj0n/APKWP+Lr9rUuX5QR7KvEN6VvHaKwuZE+ckTEe/FEjHSlbxc6ddD/ACT/AGGuYqiseiKGK8hv/WlD8vKQSSCDv4VocdjDjNtfXMO/+E5h9BrPfQ2cQanj8RftNW6a9uEu5QsoKhj7LbjFcGp1cNLFOa7fkd+LTzzyai+kTbpdQvC0lxHNEz8n7nyt0O+Rt3U6UbUzt3MtlBI3LzGVSeXp0NPlFdmGayRU10+TkyxcJOL7QlJd2tvJHHc3EcUkpwgY45qJcorIWR1ceKnNV7iZFfirQFkUNGSwKnodxUjdaZp7GQQ2rWzgEgxSEfYaLlToKgtqY2uh1rsEHNbK2KE49hc77Cn1iP2jCCp9osM5otgoh7iDGdqjGTExqyXUVQU6kXLCgwoNCtPYY8mkIV3FSEKVkYVihpcQnwrM/Sj6QbrgvULOGBEkW4jZ8O2MYONtqo6enbXGPKmnQOTuOVm6fRRSk+UgcXVnobsTSUkRFYCfTpriA9rpcee4qzAD35FWT0eek/UuLdbmsbi1FuscJm5g2ebDKMYx51qfdB4urNOmTyphOm5qWmXrTCdOtAxEzRUylj3NQ3H3FsPCVrBPdW9xcieUxqkUgTlwoOdwfGqJJ6YtObppN98blf1VlGUuUjOUVw2aY6Umy1mLelzTz00q9+Nyv6qnOEeNrbia6ube2s7i2eGLteZ5g4O+MYx51nCSVtBUot0mW8iikZFHUEqD5UMUpgW6808Q8WApfVLYKTtXLBc39sD3yD7amNWg3baiYoV7HjNTnCC/tKT+EP2Ux1KLBNSfCa4sX/hTTGfRaLYVJwDNR1vUlDsBRJs7aXF/OnNZ6dzISQHlkCjbvpY22tSn27yxtlPciliKUtpEg0yGSReYAHbPmabx6w7SgNbpGucFhvUXL1K16BX0h5Az3OrXUxUFuVAEXas64LnY8T3EYPsPCxI/zs1qlxPzWkrDosbkn4Vk3AIzxNOT3QH7aMeWgv5GX6YVpHo5/wCTg/hn/RWcS9TWkejr/k6P4Z/0V1YvmOSfRZ6FChXQTPO/o0H/APK/H3ncSf8A5BWmavGw0i9yDgxN9hrNPRk/L6XeO87/AC8v/wCRa1DVe0ubGWCIqGdeXfwNS8jPoh5MAcMHwZP/AMJqevyC+t9MmxT7GqnaLY8TDVrVNbNm2n2e8D2x32XC84O+ceFWHXL+8ttQuYotIvbhbyFbcSwrlEIzux8NxRizNFisFIsLbJyvYrgY6GiXA9tfeKXtQwsbYMMERgGk5x7a+8U2T5TY/mOabbM9ghBOMYxnbOabaoGEM6uSSFI3qSsGYafEF2AHXPnTDV+ZorgtuQMUJ/Iww+dFcUe2v5w+2p4jeoNR7afnD7an8bmuTEuDskwmNqGNqUK7dK6E8KvGJNyGkCf20T+CP2irO8kYEQLrkEbZ8qgLaP8Atmuf8GftFS8UiTMvsKHV8EY8qeC7J5ZXQ2u2WbU49wRyYOD50+SMRsiBsEZOxppOoGrLsAOQbAVIyRqZUPKMgHupqEb4REzSyG8uAJG5Q2AM9KLEB2lszfjk/bXSmLq5B/GNKQKolti/QMTWS5C/lHSkvHIR0wfaI6jFM7KMFZH5QWUAjIzUnJJG8EjLylcEfVTPSuVe05sbhetFUJXAhcQs6GUhVxggZ3NR+tfvG38On21OXoQ2jYTBzscedQutIH0XkZuUNOgJ8N6SfmVxql+ZknGsbprDFlIzGhXPePGolV8asXG1xDJ6tDHu8RbJznYkYH05qCVdqbE/hRw51U3RwqORq6IflTnpilCo5TRwuJcnwpxb9RPsx1pFowdY0nGMesr9hp8V22zmkApbWtKH/eB9hoPoKotsa/JA+/7aUsUzrGkfxwH/AFGo8SZgXb/3mldPT+3Wkfxon/UNDCvjRTL8hebpfkX91ZhaR5441Q/5Uf0a1O6HyD1menLnjLVG/wAt/wCmu7H0zkyrlFy0VcTXOOvYn9FWCSVI1BnCmQjGB31C6QvtXR/yJ+2n/aySODkjoD7WwFc+erLwdRHFnLK0KBIiAR39BTPWsIbSMBRm4zgbfgmn0ZmD8nZjBXqfGonUradLrT2nlD5kPsgYAPKaWFb0HlIXvR/aADHVj9tT0khVVVeuATUHfrnREXxJ+2n0kqNMyH2UQYyKpJX9xoujzTxvw9qumIllrF4Lqd5DKvLI0gUEbHJ8ao62gs/WZLgLH8lygsQN8+dWTi3WdUcy3keopPBgG2nuI9uy3wuPEdKy3WL7V7vU/XtQtFu+yjDdqiFlULvvjbavlZaaefNOV/D/AOH1uLUrT6eEH831/Fm1aN6Jo9WXTWuL2WKJ4zLdEIvyYC5HLnrvgb1X49IhttQnt/XOzt4uYiSRMlgCABt3nNMR6VeKtMvYLGVbV7eVVJfsuUGNgDnPhuRVd1n0hTXWpJa2tpbLBJIFZ5VyecNsQR3VnpMmSMVt47HjrIQnKTl6JFwg0O59Uk1AGJLVbgjLH2mx4LTbUNQddKS6lgl52u0URqh5sZwCBRuE5eNOLp7jTdLsrM2dnMYnnkcRLzDHsjJyW3rRdU9E+s3UMHqTWx5eVnUTYaKRcfA7jNNg00sb5RDVane926qYaHiaz0zQI4e37a6lCxJHH7RLbDfHh307g1cT8S/ewxqWvLkKSYA4I2LZY1lHEKX2i8T3Vtc6M89zaKnykchKlh7TKoG2W7/fUHoGsarHrc+uwt2Gppm4EZGUC43BToRjakx6VxxvZNptpv8AwRz6hPJukrR6O17TdB0u3uLLTbGxispHWSUQHKuQD1OayjTOHdM4i4ZN9qgMkjM0TRW8qKSI+jYz1369KzibVNQmmJlunWMPzKoIAGdwQAOgPjVy4cmh+9lvp9khaQEzgE8zhyQGJBHLjIB92KTPCWJT2zfNV9PXkTFlUkkl19zTtHvdL0fgl9M0u1mjkltpVaWZ8k8ynHf3ZFUqCxteIdd0XSLmJ+0g01YpZomaN3KjccwPzSRnxqe1m3QJcXSXOlmaKD2kuuRgGyCe/wBk4zuKgLziE6TYjWzbRtFHGiZhnQ4ck7rjPUePdS6DU5Xj+Ptv8H6f79S+r08XJtcKgalottos7WImvTBcTkGJrjJbkTK+0QTzD6siou8dbXV7C1nsJ45ru3lkWGSb2vZIAHnvv51FWfpWtrDib74PaPdQyMWSKRg/ZyFAucAA5x8KcSXUvEnHlhfrKokjt2WN/wC9oF9o52ODv0Feg8c4yufmu/qcqyQ8NRjy0y1DUdCvNb08WBgivoLUxSQrBysx/CYt371V9c1EaVq2qtHbRSmR0yWHzMxgA+P6KvF7rCatNpxltJYnhQxxOEUIwIycHqR4ZrJ/SEQvFlwezzlITz47uXGKfTTi5vdz+JPUxaiklRrfBnpK0Dg+NrTVRKkkcZReyhCDLAHx8xWeajxRFrWuW9vbXgNsJG5D2QyOY+Pj08KaQcMWnFLtcXd9b6dcOmIrZkARuUAFvZOx26Uw07QZeHfSNpunXIgvLftE7WUKeUgnu86vKeHb3bViOGVSTfTLz6Tb+HgbWo9Mk5br1i2Lcys0fJlQOgz1z0rOhxtplvPDcNpE7vGxYqZxhtgN9s91THpH0ziLj3jq4uNM0+OWa3t0MxjIiABJVebmPXAxtVel9GHGUkTEafE5UZ5FuULH3DNJjeHam339QTc93RoPD3EM/FPDt1Np8clvflZYkWFwXYkAB2YAEDLd3hT3h/74aHcarYcQXavcyRxNABcCUsOX2iPfgnFRno84c4m0HRnRofVr8GV4kcJlWK+zvk5B8POqBx9d6nFqQkSYFwh9YnhTsw0jAc6geAPs7eBqWZR1kpY40kq/N9lsEvdYqbtt/lS6NFvDDPc31s1jBJHJAsiTlR2qtzr1I7gudvE1Y+JdetNG0Z+xftrieXsEZiD2jcoLty+GMb+O1ZXwhezwcOrcTyMkIL2w5DvG43DMOvf0pvJpEvEHFOmx3TR+pNGJGjWcnKtzcx5h0O3ShLHjm9k3VAhklB+JHzrj8zdZtY03U7HhZtOlt7pl0y6tXRGBxM8ahI2XO3Q5zUpp9rbQ2GlNqWltbx6dcdiPlwzcygFgxBz13z4YFZHwdFaW+pjS7+OZYoh2SvGTEXwMFlIG/dvV0ay1m0ttS03Q9H1S5vVuzcC7vJn5JLfIx2ZY4LHpuBt1rQksHw8UurJvG5vfJ8v7c/2LdpkdzeSz30zI+ki6lnt0dVJJZuXkY9xxnA8CKyf0zacUu35laSR7oym4d+YuDGuFx0ATGMUePiDXdP1LWbRbG1Nrqhj54bqRhJAy+yGHKcZH199Tnprtrayj02RZbdrmd2FxHCMIrqi7geea7YTWoh4sJdJWl1bfr/U8rNgng1XDqNNJFY9DttbrpXEvrAtRhY+VphkocPuo7z3e6rhwbqA03XJHu7qC702VQt7C+FSRWOMAeI2xiqdwbaLbafdXaSPyyJmReXIHUD403uNThtC73XacjkKgC5y/UU2L2zPDGWnx49xbJ7Dx6mUdTkybX+X+OS7elPhzQ7HRuJbjTQiyrqsEUMKy+ykfIhJwfNutSXAUE1vp3EYvUgErWMpRhJzOB2bbY6Yxv9FUi0nbiu+vbCxjaOwW3SR1JCuXHKGcn8LJ6D3Vp+i8JappNpq0t4pjV7K4iSJpy/MxiPtAf+8V6MsuPLppvzr7nn/s9YdVjmq46r6/l2eQbl/YwPxa3UaVptzr2jwWFvJbJeWwR1LkgT9mCX6dCTnHlVR0D0dQ3dlJDq07Q30kQeIq20fccjo2DWiz6jPYvo0+n20LanprjDzsREVCBcco7yMg++vJlq8OPlzqj2PcPeIPHPHuv61RP22t2+oaWOGLnSo/WYpri3gv415ViVMkMQOpHgTT650y2sdEbT764S7sDbw9sx9lOfA3yO8mqOnG2qcOWFyl1DFJNeXUlyzWsIPIGxtzNvVaHHb2uh3On34ub+K6cOWMoHKc82B4YzijH2hJpvF1JVf/AKdX7FjWJ7K2yTq+H5O11yuPyRr2i8NXUHpPj1CS45/XLB3ty0oYgBVCqVH4IztWb68lxaaB2d80M863sQYhCFPy47qsPoWnsofSDZXly01u/qI0yFLhgWYZyuMfH6qguOpf7XXXKdxfw/8A5xQ8aOae6L9Ec8dP7tF4l1bfr35JnsahQoV3HKR2vHFh/nrUDz079IEk8fDxa1mMMnap7QGdt6xfiDjrUtE4t4ZsGg1K4hvZuV1iiQrcgjAVTnYg4z02rg1Ev3m07cHELNghfEy++sy9OqzJxDZyQsihrXJYjvzWxrYQCCN2hMchAJUtnHlVY424NtuINStLq4nZUhhMXZdzb5znrSZcdwcSOSXiNbTEdKtbmfgTiGFkO6c6xggqzd+3jiqxw5wDrmv6XHNYafLIjOV53IX4jPUV6G0vgiwsYI0neaYxSiReR+zU4OQGUdQDVtiljiWNYoIYlUkjGQBnrtXLpsbxbrfbM8Uq6PNI9D/ENh7TLEZDG0pVW5scv4OfE91W30a6fe2fEOkzT6fdrGX5OeSLAUjY58CK25QsxJFxCpH4qk/bRms0Z07S7LcrhwoAXJz34rpWO3doWmvIaSJljjxNJ3GnG+hSMPymORZR547qdphpH/ONO4E6gHlpZVJ7fUs+IlX1Ph7tbaBLOV7do5Occu48xg+NIwaTcvItvdiO1LBuyMLcxA/GOe/yq4PCUUkuoJ2FQOqNIt1akJ7C8yse8edcbxeFSkgRlb4K/wDe2IS3cN4+bdMsSQMdehztkjfNTOh6Qlpf2s9rPI1t2BQRZyoGc5yd807XS4Lm1aOSCN4psFwT84+JqVsrVoFVFwsajAUCjiwyc1LngEuF2ZXrXAOsXVzc+rQ2q88jyhzL84FsgYx1pxp+k6zplktnNZYjCB5ChznJxt3bdTWnPFOXblkIGdtqSmiuHQ/KBlx3AVXJp4zTVM1t8NoquiWv3qsezkRo+0HM6cxOD39asFr7VrzRnC8pIIps9xYNlb2eGUqMAs2cfRTm0uLOSzcWEkbxJ7J5D0PhSYdPGEnt8xmq5KJxbrupaLp5ntmhkY3UUIDqBs74pbVNUlt76wtL69hEl65jijEJ+UIGSM921V30tSN96LCKMe1JrFtHt+dmrDrk+pRahp/3vsILuAyEXLvIFaJMbFc9+a6ccE42y0pNMn59J9YgEBPOUAwqtyj4VEQ6S1tC8l1Pz3C5wmPZB7sedTXrTJZRl4+zdsZAbmI+NM5rS4dpbyPLQOpBBOwx3ivBg8niOMAY4WrYSGTIo7Ptmos3gtrSWdkkkEalisa8zHHgO80jp2tWmqWi3NnKHjJIIOxUjqCO419KpLoRvkmYX9qpGJs1UtH4g0zUBO9lf28yQEiUq4+TI8fCp3R9StNStxcWF1DcwkkdpE4ZcjuyKKYraZKSnEEh/JNefvSTdtDr1uiEfKWkqNkdQSP1Vv0x/asv5teb/SjcJDxZb9tkJ6qeU+fPvToDqitwgLYc/fzAVPaRchI7yVQWbsDGqjcljt+mq/bX1uLXsS3tHf5tTXBerW1vdTxvNCrSLhWdgMbjO578ZqfKd0PuTVWaBwlG1trXD8MyFHFtdMR3jESg/WarHHsfBzaytzrFxqnMIwphSzSdB19rGc1OcLanFqfpJMMLoYLHTrgc6nmBLlc71EcZ8GJqWutd23EGn2/yQTleZ7eTPmxBGPKqwquSLTp0UuLTPRxNbzxw8TCBmfmVrzSZVaMeGV7q9GejqytdO9Hui2mn3qX1rHb/ACdzGhVZQSTzAHcda83p6MeMe2c2d9Z3SMxYi21SJmY92zYzXpXgOwuNJ4F0Sxv05Lq3tEjlXIOGxuMjaqTfwqmSxxqT4JwxhouVhkEYqJngKOVKofPpUzmmt0hdWcEAr9dRas6UyIKEH5jf5profl/vkyH40swbryZHiN64kgB6keRpaGJvg6VzqLx+sM6dmTyHxyN6uVVDhMg6mx2z2Z3wPEVb66cXynNl+YFZR6T2ReJY+dio9WU5xnvatXrJPSoeXieE/wDdR9prZflBDllftzFJ8yUHHcRTi5XFnOM5Bjb7DUVFcGMghUJ8SKleczWTsRgtG23wrlTLONFR9DRGdUDDYIPtNWm4wt1MQ/RyN1qq+hsZudTXu5R/SNX37yMZpG7T57E7V43tTTZc8IrErpnqaLNDFNubrhC+mH+1kJzkGZe7p1qVWmItTZWkcZcODOpBFPlr0tHCUMMYy7SRwamSnklKPTZWuIhnijh8/lsPrFSzAmeXwCsOvlUbxEueIdAP+WYfZU/PZGNpWUu2QdsU8lcgxdQRB3A9ke6pHTEPqEBI27RsfQajGlWTKY9pRvUxpgJ0uDPTtWA+imfkKuLEbtOtV66XF4fcKsckfIpHMW99QN2P262fAUzFQeFelP4htTSEUtZrMr+38zfvoBMJ+6V/f7RV5c5tpN/88Vj6iZ3HI3NgY335a2v7pCJ/vro0qycsawyAgAk/OFZFcwXrhT2EyxAfP9XZfj1q+OTpUTnCPLb+wEuLxoTFJdgJ05WL4PwrQvQZJdNxXcpMSYls2wM7A86VnE9jiMPDd8w6nEbj7M1oHoFLnjK6VijBbNhkAg/PXxrTacXRoLbJcs9KTd/vpjMOtP5ep99Mp++olDEfug4mmsNIhQDna6fGTj8AVjz6IwXljlDS+BGAfca2H7oeOSXT9KEMTsRcSHKAnHsL4VihGpYAK3OB0yrVSCm4ra6Fbhue9f7QR9OuI7YzSJyLnABO5x1rQvQzbPBqV7LIu0toeX+WKzwxXrpyGOcrnOOU1o3oVhnTU9UM6Sqq2oA5wRj2x0zTZd2x2xce3eqRsSjCD3VwjauHtQRycvLgdaOwrmLC2mDOp2o/ygqx6sgy1V3TBnU7QA4+UG9WfVB1pkApOqIMmnnDC4sm/hDSeqLnNOuHVxZ/55ogZYLcdKfxHamUFPk+afcaInmKTgtocSICzsBgDv3NQT3FqL+202W5jW9cFnjLEMNsnA92KsTW0txpMCwYEqhWXLcv11UZ+G9ak4wt75ra2FpEsn7YMvNK5ZAoBXyx1rjmnK/ovyf/AJ/c6E0i3XLBNGuAp2Fu2D4jFZh6OhnX71vCAfbWl6ojQcP3QkwHFs2cdOndWcejZf7Z6k3hGo+urY7tWCXyui8S9TWkejv/AJOj+Gf9FZnJMVdw8aMAcDH6a0z0dsG4dBVeUds+30V1Yn8RyTVIs9ChQrpJHnP0bgf2YuOVP+GlP+utaZrWoQ6XbxSSIWMsqwqAce02f1Vmno/wnpq447j2sn9JaunHmPUdNy233xgz/rVN9BXkStlqSXcqoFCuxwN81aVmmVArIoHTPNWYaZfu8pltLO4aNPa7aUdjHgdcFtz9FWbWPvzJe82n38MECQrcPGY+YsD3Bu7p1oQtrkMqXRaYd7SEnryfrpKf5yfChbkixtsd8ec+dFk5udCcY29+apkXwiY38Q5sQW0+P2juP00y1XPYzg5OARvTvSAG0xMqSAT9tNdVXEdz16EbmhP5GGPzIrqj20/OH21Ygo3qvpjtF/OH21YsqoLMcAd5rn064Z0ZnTOctHVfZrmQYzIvtADbHfSi7jpjyrpoi5CUAxqSfwZ+0UfSHW6hJK4ZZiCRkeNchH9s0z/gj9opWwgkiecH2AZeYAd+3WsvMWb5Qd4wurEDpyDvp88a9spBPQ/hVHw8z6gSzliYxvXJLwxz4L5HzdsdaEpKPbMFVcXVzuSOY9aOsfO1uM7cx/TSazJ6zMFbmLMTmlGYqIivVSfsoQkpdDy4Q7ktlMLAFtt9j5U1tIwznLMPm9PjR4blzGQ4IZsgjHlRtPU88mDjCr3Z8aJNU0dnhC24yx2PeaqF7rlrcW721zcQwBG7SQP7JQKe/erfcRlk5mY+z0GMVTeOdMsrfh65v0gj9bDKokf2tiem/dXJqo5pRvFKmdOBx6kiFutF0fV71JIbsFnXoki9AOoFUPW9T03S9Uazbt1YKG5WXJUHuONs/rppr3FGqadPP6r6sBEgK88C+3tnlGP/ANVGW09zxBcx3Go9lBJcyBWcrgLttmhp5ZIX4jsnlhCSuKJB9e0iRjmWQcu5AU/XXYeJdEjwhmcY2yyNVW0W99biuJngjtxFO8OQCQyqccxB8aXnWOS8TlAk5Vxgp3nx8a7FP6HLKD6stS8RaKwY+tDC79DSltrekPqtjMbsKkMnaNlT0xVOlgt7eMKbbMvNliinp5eFKIkckxjQsQwABfIC/Hvpt8aFWN+pq0PFXD0p5YdShJ8Nxin2kapoy6tZ3Ud9EEjmLysznYcpAwPjWZ23DGk/sS+/0T3Ed+ryKpDeySpGAV+mmpu1WwiPbIZWIZhncY7sUkJKDtDzTapnoqfirQAvK+p2+46c3WqVohE3Eeo3UYJgeUsr42YY6iq9Z2nZ3LdhGjrHyc2RgHmQMAD8asOiSBJHiUcgQEhHbbOeldmKd8HNlj5vyLvo7oRcjmGTHgDxp3LEuzMkrEDA5BsPPFQ+jLm8d2TkIjbo2zbeFTLMXt0jUsWxlmBxgUuaKvkydxHy3IS02DFlUMFI3IpjqkqTvYsuQe0bKkdPYNclJxEVLDCZHtd+Ki3aVpocNmUFiObu9mkjBXY7yv5WTGoD+1cI/KH9IU8ls3PPspBYnzpnqS5sLZWHV1H+sKl5pI0jZ3Bwp3ppPhFVFPs8scQ6xw/fWscEvEVlMUTlSVLYLyD8Xl6HH6agNM0W2NuIrXWpZ7bJl5SiqHBOT7xWTQ6bfb50+6/mzWr6JAyaXp6ujKywLkEYINfIaqMtOrhPt/Q+tx4/GVSXRCtrlpDNeWt5wzf6oy/JJIG5EUZzthdx8aacST29yYBZcKQI+VClGcmPBztnar6oQdn7OQSMnJ+ilphCBgRJ9FQftXa/hj9xn7PdU5fYsXoniFxp+Y4k9ehuBNI7nsyT3NjBznvFTeq+kmTStautI9UmuvbCG5j2VS4JPKPIZyelRfo7ntVe+haPlkYKS4PKAvu8R+mpK24b4Znl1S8itnjmjH7q0zHnIXZiD7+lXjqrx+JLzOXLhp7O6LtNoGgz6I1/rMEbxRRNM9y3suoxknI7x9przxp2krfCe70DR717Z5mCO0TFnRs9/eN63vXrTVeIOGbXTtCjLWzRlbmWVlHMcY5fdnJ+is4s9B9JBv5Y7LXLSw0iK4ZYoZHIYRqd8YHfg43rsxOOThfCqXPqedOT83bvr0Mtf0d61qIuvVIGt9Q00DnW8mSGPsjnGebB38em1W70OaTfwzyrrFi7wvHzK8EhWSJwcAggbg9PDYVc9T4Ek4h1m+uILydlliFtdWyIHBUHIDEnG/gfCmj8FX3AuiznQ7zXry5vFZY45IwyQt58uSo8K48ms8TGkld/7y+i0IxjLl8mfajYaRqGs6pp+itLNfSzyMLfsizxqevPt3HOPfTz7yT6EgsL4Fi6qxVxsRjA2760fgPQINIsmu7aDUY9WnUJdXM1qweU9Thj1XPSpS+0+aeZ5p7qAyqvsl05iB4b14+q9oqWR4oxfH+8fQ7sGPHsuTV/meeOJdUsrW5SGwge1njYiSVI1AYeI23PdURpPFmraY8s1pNPPGIeeXmAPJk4O5HStv4i4Hs+KLu2fUr9ZOyY/JdltjHdjGN6StuBeHrL5D1W3OR1aAE/STXcva+kx4YxnC3/AFA8bcrU0kvoQ3os1Xt4bqbibXdNurbkjNqvOoMGckqcdDjH0VeTJwtdc/7a0uUnAx2imi6bofD+mqVg0rTSr4L5tlHMR4+NKSDSonYRWGnQjOwjtoxj44rw9XqdNnnLJByTfklR145RhFRlyzOeKuF5rjUb2TR7eyNmJFmhccwCnkwwDAYOTuR5CkLP0f8AEIu47TWtUWPSrhkSTs5iTHHvnYb+HnVy1ax1O4vu30jiSPTLUQ8qW53jUnqeTIFMb22mGjRi/wCLgt2km01hb+0R+UucH316un10vDhGMl0vmTvj8v7nPWHc3tfn1/v9iV4T9H1nwpfajfaXqhuYJ7URmAwsoBVs8xZiT8POoLS+LVku5+1S3ihhcxvKTy9oDsCm++/jSuhhLK/j1GXirVtQCK6mznQKjggjdQKzy44Rury6eWN5IYy/Mqq4GB1x7s12Y9RDIm8+RX+DX68iQhXMYNmiXXE/Y8QS2gigKxKJO2fIUbAlc5+dj7ar3EVnNdX76u0lldWqRKbJHAYjL59oDuxmmOrcMPqt0Z5pezdkVW5HIyQMc23ftUtZ6TDaafBFNPITAMKc7YHQHNJLW4cVTxyt/gWlpZTW3aRmntc6S5l9W7W0uS0l4xgxGvN1K56+FR3o9E9rJfLarFJM0nZxc2OQKdzsd846eFJ6txXqTpd6UrqtkoCRiRhhxjO++29RnD8tq11D7LNfTyc2xyihc5z7wOgr06csbbXdHA9sci+hoOkatdaXepMkVvPgEECQOqSeBx02rTNM4wfV7KJL62a1kxysgbOD3nHh4Vgialb6bd3UqWU8UX99CRBUYkbA/RtV34P4hsNXmZbOZXkSNJGHTHNnb3jFeLr45IY3OMLXm/8AxnTDOlFRbV2SHEuh289+13ayYuCdlCbMc7d9QXEnA/G3EDQnVtT0BkgZjHyExNv+N7O+wFW9w1zqFtDDjtJJVVSemSdqu+t8B65eRqIpbXmB7nI2rv8A/j2WUsM3Lno83XfHNN/UyDRuH9R0azuLK7ltJI1hHaGGTm5snIwcdOuaYXWk2cx5ZbdXA3GSdjWg65wnqPDtpLqWrYFvHH2LSCbmVQTkEjwyOvnWf3WuaXznl1C1PhiQVxa9ZY6h+GnX5ntezVDwalXYWCxis4yLMvAATnkOD570pc69rlvxSmrK63fa2728gkJA3TkyANs4xQs7q3u47hra4SXlwfZIYb7UeMgtyMAcnb30kdRnw/M3z6nT7vgyypL+gn2KCIDlUgLscZp3GuXOfjmk4154hgDpXdbjv00+T71xJJckqvymeUDG/SuSMZZZqEe2dCnHHFzl5EbfXQLSdME94zUHezRcu6J/JFIyxa97frFlCDgH2HPX4io+8MsVrcyXweF1KCLkXnDZOGJ7xjrsDXs4tBOLr+55mTXQau/1L7pV/Dw5d6frl1FJLBYslw6RD2mUdwz3004wYT6LPOoIWW6t5AD3Bp1I+2tJ0abhe39TafQ7wmJQ3rMcjOrkoAX5M94HTuqjcWQPeaXcw2NtcvI1zAyIITuonU/ZXdpMMcNLdfPpXoeK1Ll0ev6FChXunEVj0iHHD2T/AIdP01579IbQNxF6PppjMvZ6mEyknKMEg49+e/wr0P6QJY4eHXaYKV7RRgjNZLqfD9lxJPpZF5NYnT7pbxY0iB53XoDzdAN+lefnX75P6Hbil+7r6mz63rOm6RbJJquoWlkjZKtcShAceGapetelngS0VDJxRprkDcRSdofoWq/6WNA0r0gjh+O+KCGyndp0ZipdCuMKRvnIFRVp6M+BdNjXsOHbW6/LnZn3+JqsnBx5ZCMZJ2i68H8faDxrd3Ntw1cy3kkKdo5MLIuM42LAZ38KuEWmyuhEns5PxArPhImh6lof3ut4La2laS05IkEfIChYAYHTK1LXeo3bMQJXA/hDU1DGuaKtzfFllh0u5tp3ftFMRyME491VvSOKIItZurLVOdEWTETE+ycd5pl2s755nyfMk/ppobopM5uUSVY+vMoOP0io5Uk04cfcrBWmp8l91HWLWOyLWZjeaQ8qYGRnvNc4b1CWSDsb5R2y7iQfhj9dVK3vYLheVOzHLuoVccvupWDU2YjACyKcMSCARVFkl3fJF4/Iv8txCkTSyMoRAWLHuAqi2vEt5r2sm2s0SG2yfaxkhB+F76dXFrLfWDQG/wCVJdj7J3HhSulaZZaSS9urGUDlZmO+KSXjZGk+EPGOPGn5vyG/EXE0dppl0LTmKwMsZON9zg7+NOuGeKhchbe9IEw+aT+EP11UeLZUg0TWoXPyryKw8xnIqHgMx7IW4ZpSAFCjJNcL1GSGS0zshpoTxtNG1Xd/AtvKWkCjlJLeG1Qinni5TvGy774yMVRb2fUltDFNKnZnHOMb9ennV6hdZoI5BjDqGwOnSu7Fmllb3eRxzxRx8JkNccLWkzc0VzNAp6qBzCnFna2vD1ldN6yxiYhneXAC42zUmdjWf+mnXpNB4KuJYJGjuJnEceADzd5BB6jA3HfTOEIfElTBPLJQe58EX6StQEEnD8ScresaxBg9QfnGrrKSAd8d1ed+EdTbiWHSI5mCnQruGfsuYDnTDD2c9TzMox4Vs95xRZ22t2mjSmSfVJuVpI4FysIPex6AfXSwaSoEMsci3rpj60vmubqYyyERK6gnlH0nB/8A1WhSiL70yRphVEJA5fd3VXf2O2UsRuraRrlRIX9kYOR3CpJm5bWYDOFQjf3V5qyT0jqvmHe3JFJPozPiAahLphi0ydbeRm9qU55lA/F8zXmW7129tLnUYrW6mjFy5SUZ5S2/lXqLUoe3sJYRI8RbbnQ4Ye415z9IWk6emti2sbSTT7rnwyyPlJfBgfE16exN2zl1cXVoe+io2Mttq8Orc0ttO6RCDJPaSHO3KNzt9Fa96JbTUdG1W+sbTRGsuHJG543muQ7h8dQPA+FZnwNp11qF7p8kERsre2XnuJYxgyOeij4dT516D0DCRAYAqkba5VGwY6ir8ixSF2jKqAUYYOaofGvo7seJ0hNxcXVtJDnkeLlPXuII3FXguOUUTIwMFh7jVEXZhd/6EbxN9M19du64tjn6VNVXVPQ3xgr/ACFxp06DoI5ipPwYV6R1QutrIwkbONsbYqn3epanbHlgvGxnOJEDj66fc0I8SZRPQpwVxJw7xFq02uWTwwNYmON+cMGYuNhjyFPfSJPcQSizjsjKJE5y7ZAU52HTetF4X1G9vTKdSS2ZAQEa3Qg57+bfarAyROuCwYeDb/bSTTmnZXDtxP4laPP3A2o2kt9Jp2s6VBz4LpcInsgfi9M16FsESPS7aOMYjWJQo8sUxfRrGR+0Nnas34wiXP0inwkZYwgVAq4AxkVoR2qg5HGUrguBwT1oseCWB6E4ovNnPjRUbAJ8yaYRmIan6TdR0TXL+3mt4b21iuHVBnkcKDgDI2PxFTeiel7hvUGWO+kl0+U7YuUymfzx+msY4hmL6ldvcoyCWZ3DMNiCx3qv3NuoJZeh8KO1MSUueD27wJe2N/emewnhmjaI4eKQMp3HhV5rzH9yXY41TVrwDYKY9vMKa9OVWCpEZu2Csi9LG3E1uf8Au4/9Va7WUelFA/EkWe63X7WoZflDDhlLSVxtGNz3gVMxA+rYJJPIc591NIIwowObHhmnsKgAgDrXMkWcihejTUrPR7/UH1GYQoy4XI6nmq9vx7oMfzZppD4JEarsPA0DuWnvJDkk4RAPtqWtOCtHjHyiTTHxeQj7KXaO5J8sm9G1+14jjkNnFNGtvIuTJgZPXaplTUbpenWmmxNHY26QoxywXvNP1NMlRKTsrPG8GqSy6ZNosbtcQyM3MoB5emDvTbSRxe+pQSaveSG0BJkQuozt4CrgTSMpo0gqTSojZ41QkqME9adaPaw9mLrlbtwWXPMcY93Sm9zTzSziyOPxzQGQe5ORUDef3YfcKm5zUHeH9tZ8hQYULRGnsNMYKexmsjMgeI9Al1m85p9P0m7gQYjN0hLrnqNvOoteCQB+82hEYxg9oR9tXkGjBqFBson7DBGT2eg8PDP4kbL+mnGlcNS6bdiW20vSLUthZJIAecpkEgE+6rmTvSbtQ2oO5iUpGSRTOc7GnMhppMetMAhL8aiJ3Fo8IhbBw67g0xcasMhpYN+vsg1OSnamcx3pHFDKTIrl1ADBlg/kCiSLeSArLJEV6HCYNSD0k1Dag7mIEYAopFKGimiKLaSP7a2n8IKsupdWquaT++lt5PU9qDEls0yMVnUsb064fXFkv5zfbTLUzsaf6B/cEfvP20UKydgp8ozGR34xTK3p7GdqIo6N9o8aw2l5e28cwQexLlTT23SxlUra3Nq4P4suT9tUjiXhl9XuxcxTxowQLyOu23nVWuuE9VtiWS3LgfhQvmk2D7kzUeJ7MW/D2pSjmOIGXJfmAHlWdejUftnVG/MFQsyanbRvHK19HGw5WVi2CKsfo6jCRagQNyy5PwNaMadhlNbaJm6DtK5UHqe/Fal6MOb9i45ubPbyfOOfCs8mAI3APwrSPR0AOHBgAfLP+ir4l8RHI7RaKFChXSQPNvBLFPTVxv4F3P1rV24zlDWGmkZ21K2PT8oiqHwa3/8AN3Fy/jBj9SGrzxmANKtWHVdQtT/9QUPIK8g15qFnZOtteyhJ79JY7dCMmRghJ+GBVmt7iNtiD7WmR7YrP+KR/wAb+HPOWcZ8PkTVztsc8I8dNSkx8I2QtdmYzp9rzA7xCkLhJO3BR1EeAAmO/wAc0fSJO0021DDGIwM+O1KXQAkAHitPPoEFyI6bKy6ZGvMA+5IBH41F1I81vISc+yd6NYGNdOXnUA5O+OvtUfWUX1Z+XoUJrT+QEL3lZTqD5j7asDqsiMjfNYYqvDZM+6p2J8moafpnRm5F4V5IhGCSoHf1pRaTBoB966SBW+LuJn4a1DTpXtkktZ2EckpYgxgtucfRVzjw0zuhUhiu++45dqovpP01dQ4clZgfk12I67nFSvBmsRrwHY6nfSkBYVEhbcgr7OdqnF02iko7oxoQvLi4ttdvI/WmxzhkGcBVYAge7rSFzdSy3AY8vsnYlt804kex4gtlvTbm1km5SskpQF1HQDfoaVisruO17CS30yGwA3ma55nO/X5uB9Nedm0y1HDk6PQUlCKUlyuClXnG1jw/qfqeo3rsyrzgwxc4IO/UVIQ+lTQHQBDdO4GS3Z4zmsu1u24bj1VbLWIryG8eHtBfQSZUBmOB2Z2I86Ws+ErGLmlh1+1kjAyo5DzkY2BHT66OnhHD8rJ5IJ8UbVw5xfZ6ytzHawTR9lCW5pD84noB5707sNWlTWobMFSohM07McYzsgHv3qocMW1tY6fdSQgCSSWMLgYwuMn6Sas3DoNxPfSEBpJLgpGSDgCMYxn312p7pIi4KGOToldc1ddP0trqVcKrBdj086qzXEHEFjZI87pbxXBe5gfDGQ4OA3l37VPcYXCaVoN7e6ijPBGPZVDuWO1Y1b8UadaXtvc6qsZt7sA2UMLsZi65DDA8Mdem9eN7XjmlkSxSpVyuf7FNJOEYfGvMvE3Deg+uyx8s0s078wlDACJQB7OemPLrVX9Imm2On3cVxpicsUpZWQ7qCANh9NRuu8aep+u3E2m2UMUaFlcytzSNy5AK56HIGfGoS84p0rjTh+x0C0We01AssimEkJzEEYJOSBv8aTSY88HeTn8LFz5MLVLggde1G3trEylUONhGH7z34plwJxFDfcWWdkokDl8qXAycDfcd9XnhX0d3dnZGw4j07TdUt4yZIZJVPaoSemfwh7+lWLROFdM0zVo3XhexiIyy3ER5WQ4x475r3YY3dM4pdEwt1CqxL6tG7nPMStUn0nzwWFtbyyPJb27nDsgyV9wrSJtLsTbyzokskqLlYIZACT4DPSs24ksdb1Oynt7zh5+ybdCLgSY+qmyYprom5KcWuipyand/sItb25Cz6bBcusduuOfDtvzY/DyM+41Oa56NodM0az1tdanWJzGqw+rb/KbjmwdyM1XrPQte07gu9sH0y4mL6gs4ZMeyuMYA61r3pGnlj9HTC1t2uLheyEcYUkqwAHNjy61SGKpttCPiKimVzh++55Dz80hVFjJ3weUYB+GKvGhOTJK3LHHlc4GTv4799ZHw3LNHcxdpHcRhsc/OhG9aZw/dB3l9vtPZI3JGRVsVOSRKaaTLzoAMlxJsc8jdTk1NwRhVlErBSRgGqjoFyLe4mMUpRmAPLz8w+HlUnFqt1GW7S5MmTsWA2q2XE5PgXHKNKyUnXtUjRSMBcZBxvTe2tXN/HI65REPOynIzy1F3V8b2QQXUp5TunI5Q5HXJFdhcRpFBaTNEkaERpzd5Pn176R4pRQ1xuywNKNQsYpYo2XkmUFcd3MN6fXbI6PH1Y93xqE067ukjwViVFyBhcEml7WWNLAzXKcwUAlgDk5qbg/MrCdo8g6hL2Z+TlmmRFGGY4JJPT4VP2JzaQH/JDrUJaael6k49a7OXOFRQCx264PdU3Yp2VukbMWKIF5j1OK+J1Mbip1SbPtsLq4N3QqWKtGndkGlJWJY5pGc4mjXx5KeafqENpqcaXsXaWr/umBll8x7vCvImn5HXkyKEU2WvRNG0yG2tbm8PaSyR9rySp1BIBVd9yemenWrRwZz3On31w9qqBHJaMIMEAZAz34qI4hh9VSwlt7J7+FbYLHJDEX5hzEjGKNZLxC9hyW2j3LC4dh8pIIxEpHeD3b/TmvSeSVRjGLpeh5sW8m7c1+Y90PW7lhcXFrI0QkndsA+dK6vxqdKjj7XS7a6kkJ9oHk+mnVrwrdaXpSmWWN8sWPZ7hcnpVC9KFzBo2im8uWOEyBgdWPQV4cYavHqVCV1J8L8TsnDS5oufFLz/AAJKT0mXoDC2sbW2DHJCnqfPFRV56RdaYELJEgPhn9dZCvGenj25rhuXmxyxxEtjHdnA+mjaHrlnxNxFY6Rby3cAumKNK4U4IBOwHu8a9r9iTl8WRf1bZ57zaWHCNHn9IesMvJLfQhemSozQbVdRucNLdMTjuAFPf2FaOY4lnjaVkPzshCx88daq1lcunNGDnkYoR7tqhn0uOEVs/Q6tMoZW1tJxLq6DhhcShvENiiSPM+7SysfEuabLcAnAJ5u+gzO/zc/QTXFtryO9YILpB25/wnb4saaXDIgYnuG5JNOOwumHsxOc+VNrnSr14mPLjbYswFPBxvljeF6Ir95xHpVjKqXkrLI45lVYySRTZ+I7WSwkuLSOaRMEYKhe6oD0nWslrd6MzfuxRkYAZ2B/20ThSK5n0u6jkglYBvYBjPh7q+kjocCxRy939Tw3rMryvFLhItfBfFA1e8trKa0VZZJCit2hwAFzv41fUsoxdIlzcMglOESNMDI6jJrI+AdA1a24gtL2e0mhgt5Q5Eg5SwIIyPqrU7uaWW7spUXlWCTnYE9RjFceujpYy2waHwZ8tW2S02mWMUTt2lzzZ9n2ht76j9UsoBpFxLE0naRoXHtZB8jSl/qbzQmOFRGSfnNv9VMfWHMLRMxKsCpxtkGvPcsMeuSsdRP+KRlt4iXE0bvKsTq3Kcjp13zR2eOw02CeM5uHkcGQNk8ucZXfbbqavb6NpsoAltlf840rFpWnRY7OygXHeF3rvXtWMUlTOTNhhOTaf2Mt12dL3XY7htQWQ86q0EKMIyoAA2p7odzLpN3DdWWns5YkO0YPMuehFaSttaxHMdtAreIjGaMSAMKAB5Ct+1ltUYw4XHf+ERjhjF9kjwdq4uX03115k1BGVuZlADsDkHPjWh656QNXsgclDv4YrKrEk6jbcvXtVx9NW3WtMmuF3BJzVfZ8+JbFS+hDUxTmmh6/Ht3qVtLBewxywuOV43GQw8warWo22kX2TLo9iD+TCKcW2jywxtldzRWsZUOQtdORy3cMfFSXJG6dYaTYPcG2sUjMych7MYyO6q5aanHf+sxhJYGgzlpRy567jPuq7w2pXLNGPspq2kQSSM0kbb9cN1o5YQywj4nLRTDlninLZ0VXSuILJeyiuLgCRsJ0+c3lW28FXulJp8fZyQyPNh2OMnOAMVkHEfqfD3Y3c/D1nf6dtzSyM3NE/dzeCn8bu76s+j+li19XDSaEqxRrgGOZcrjuxjb9W9Jh0MYS8WHmPl1k8i2SNugewlXDwWjA9zxChfaNoU1tLLdabpvZohZm5AMADOax639P/CsM/YajouqQSDrjkb9O9F4r9MWkaxp8NnwbGWuJ+ZLpL2Bl5YiuMqQfnbmu/ZkjG2jhcot0iPM4SwlvbuJDbqO07RXKBRnpt3dKkuF7Kw1bUI1nuJ7WL2ZFKXJPP7QwBVJtiXt5bViTbyjleMnZh51ePRrLpOimeC4MyC5mVxzAMqnbavDevSVdM9KMIzXwP8vP/s9IUKFCvsj58q3pI7QcMu0Y5gsqF1xksu+QPPv+FZ1pbdlAWJ5+X++DcuO7bxxWo8Z/vKc9O0Wslt4zZauU7QCCUFVQ+PUY+uvO1fz2d2n5hQ/juBcTlJYVjIHtMx6Z6Y86emf1eIRjldAvQ5GfjUPOoMkSQKM83zc7A5qRug3YIETl8Qu+K54too4+QXXhPLpUV1aKC9rNHcdm22QDvg+PKSKePJL2rLNCY1xlWJ65okDR28CxvJgMBjfx8qjLzVjYTS2ht8orZw7lj5HJrp8XHGHx9k445ynUSf0y4iS9HbbgAkDxNF1sCVna3s0ZZSDLyHlZvPPjVW1LVYxZpewJ2bxvh1B236VDTcRXU8pYTld9gprmyZYpWvM6IYXKTXoXC0aOO4MChgy+0D0JpHUZZbqyuolk5JRnl5euRvUVp+qG8RTOx7eLcONuYd+aJf6hLcnk0qMNKBjmJConv8T5UimqsLxvdRceHNR9d01Od1E3KCQO41LesnCs3fsaovDDXemWZhup7aSZmLNN3tnu5fL31JXL2tygF5PLJGDnkUlFz5461ZZlXAksPPJWfTXxJZ6Hw2tySTc3Ba3iKpzrzgZHN4bVE+ifWdW4k4cW6uoHLFpI/WY1CD2DsRjv91NPTBxrw7pXDOq8PwpyancW6tEnY5XBb5wbpnANVj0ZekrTuF+CWaWZZL1tQlK2+R7SMQcnw91PHSLJDdVNu7ITzuMnBviqNeQarqk6rfQSI+G5QRhio6Fj50+0HXrm31S+0wxTTRWEUalEUDld8tuScnbYVkfEXpQ4p1dzcaFprWCxqxUSEFnGNhgZqjR8U8exwW19BerBFq0kaPdxQjmLdF5mI69RT48MI/LLn+or3Wm4norjjji70uwKW+h6hMsyMrzIqsYh0J5c71504y4n1eXTFsJH1GXRo5+1iOoR/KqSCMZ8OuwrZJri+uLWGNrho5kQKz7cxOBkmsj9MYurG309Dcl47qRiwY5wwxuO4bHuqGKU8k9slwHVaW4tqX5FO0HV5bO/tpLWdIHDcxkYZCj3d5rfvR1rk1xcwRw2gt3nIkF1cxA+u47w3UHHu91ecLSEzajp9vGWYSyLGy42ILDNevNLituHdPgsdI0G8uIny6iwj5lUj8Yk4Bq2VKDSiuWc+lwOCbk6RpUvFEUanlt5pDj8LAqIvuJZriOSKO1jjjcEE5yarLTcR3TDseHktlPV7y+QY/zUyaguJrH0jpaGTQoOHZHH97Duzn3F8CsoWqbLfBHlE9eNiEmvNPpl1aY8XzWkh7SGJUaME45CRvir/pfE3G1jBqicW6VJ63zJ2CsgijUb824G/d41j3HR1PVuJLm8ntVR3VRyxnKgAedWx7U6bNkTnG0jUfQhq91f6ddestzJFKFQeG1bxpb+wPdXlv0W61e8O20scmmPcRPLzHs3CuNvA7Gt14e480K4hAmuJLSfH7lcxmNifAdx+mi63cBjFqHJoav7Jo4bpTW3dJrdZomDRsAwIOcilVIb5rA+VEyEtSYerkMQAe8nFQM+kC7ilaWWa3A6PGAwIqS19e0sTGw+eyqc+ZqlX3DV/a3L3GlXl5akMcJC3s58eu48qSTa5SGVVy6Lhwvp406OcLdtcq5GOZQCv0VPZz3VUuCJ9TdL2PV5+3eNlCMUVWwR3kdatKt1pxRVQMggYo4OANz8aRB3FHztWCd5qTlkEdtK56KjN9VAHao/XpDFoGpyL1W1lP8AqGsgMwyG2t7yFUnQOGj6EbVVde4VEKPPp8hjAyeQ7qatmm7CIHuiFC9fFsebOOpxvQcmnwKoprk0H7kuCSPRNUeZArNdMPfhVr0DWMfc4GNtAaWFGRJZp2w3XZgM1s9Xg7VkJqmCsq9Jv/KSP+Lr9rVqtZV6Tf8AlJH/ABdftahl+U0eytR91O4qZxHpTqM9K5io8iNOYzTSM06SiZjpDSgNIIaVBogDk0jIdjRyaSkO1YyGdxUHqPG+jcOSiz1RrxZnHaDsrV5F5Tt1UeVTc52qB1jVvvfIsW3tLzbikk6VlYLc6GM3pS4WPW4vh77GUfop1pOt2HEERvNLeR4A3Z5kjMZyPI71D3OvySAhez+IFSXDtw1zayO5UkSEeyPKkU78h3CuSegp2hxTOI4pdW86cUdAmjA0grUfm2rAoOTik3agW3pJ286wQsh2prMdqVkamsp60DDeU00lO9OJDTWU71mYI1IsN6Vc7Uix3pTWEainpRiaLWDZxdRtNJZb7UZhDaQnmkkIJ5R06Cmt56SOE3zy6sp/8F/1U9hkhjkDXKq8Q6qwyDRprrS22FrEPMRrW3qPDQVFy5Kbfce8OSEhNQJ/8F/1Vc+EryG/0O1ubR+eCTJViCM7+BqNuYNMmBKpEn+YKm9GjSCwgjjI5FG2Bjvoxmn0gSi0TcJp3GaYwnpTuM7CnJsdKa7neklNHzRAGZsjff301ZUTmKKq564GM0sxpBzWAxvKetaV6Ov+Tg/hn/RWaSVpXo5/5OD+Gf8ARVMXzCz6LRQoUK6CR5a4Vcj03cRMpwXiJH8hav8AxgzHQkZmJ5by1OP/ABVrNuGpSPTTqjdzWwP/ANIVfOMpx+x2QlhkXFufomWg2GKdC3EVu0vFGhMpX2JpdicE/JHpVpsl9u3DDB+9i5HgcCmCyW41yRGTmufVZJllYZEQHs7eByafWgaGW1SVizrYcjMepYYqcOOA5FZYOG7hpVhhEbCNLZCXJBDHw8dqf3ygSDG242qK4V9mCMxhVzAucjqc1KXTFiS2Oo6U8hY8BdPSFtNHaAZDMP8AWo+tAerEL07M02tpzbwvE8LH2mIZSDsTR765WeB+RXACEe0MVpVtDH5is4+Sb3VLRE8oqLAxGfdUhG4xUcPB0S5HYbArkbc2cd1N2kHjSltzP8wE+4VfsntpEfxbbesaXLHGvNNIoCjvODnao3gHS9RsOHY4NQsmhkSVwFcZPKTkVNcSwRwac19MSrQ4G25IJ6UTSNdjuI4hJKsyE4SRTncdx/8AeaWTUZWZW40Z9x9w9xLqF5bx6ZYho42YhiQPnd+M91Of2NcRy8P6Zpaaf2sZwtyJZ19kDfPnvWl3U8cKpPM6JEqe05OwqMTjLh2F2V9Zs1ddyC/h1rk93wxdtnb77nfyoyrj70ca3qXFTTaVbxCxjto4V55wMFRuN9+td0/0aa6iu062oGOckTb4A3zitfTUV1WFbrQ5rS7glOe0LnlCnv27/KqrY61dXHrF1qV+lpawu9uYo1wHByB4k7gfXVHkjB0kQUJSVi2kaHdS6JakmMRtILgbnOMACpTRNIvLOzMbyoWaR3YqzdSc1DWvHM2jWFnbjRL+7s0iwLmCLmRt/LyqK4r9IzX1ksWlx3dpI+YHikTs2YtsCObHTxFc+bWY8OPe02/oO4Zfl8hxxde29/atpVxez263HLJBID7EgU9WJ6DO2PKqzqfBHDZ1izkmu0i1SGHnjiFyFBGDnA8yarnFXFlzonD1mNchtL65UsY5BIA8abgrgbs2fhUfp/EOma3b6fdXUGoo8km4Ma9FBJJboAP015m3Lnayx6/3gqtkVtn2WGLgW3udQ1GQ3ltJJdhGZI7heePl6gnB9k+HnUrqPA4t9IaUXNpZyqwV1sd25egUkjfHiOlQVpq+mwaHz6dY6u9u2GUdmpLKd8Hff3mp/StUn1mYW9tpF5FbhFdbuZ1dCQc8nKtduPFnxtzyKzhyLC0oxId9NtoeyjF5fxMfYXlun3OPfSC20kTh7XV9UB7iLkt9taLf8MaVqyl5IZIZmOcoDyhvcah7zgu8t1PqUsMyLtyt7BH6K7W5+QriM+B1vrjVdQE+qXMyxRoVWZQ+SSe8YPdVvI1BBhVhceTEfUagOEbK/wBKvtSkv7KaNZEjVWUc4OM56VP2BhWWTkuWcPvyOxyPHGd6ycu2+QLoiG4ttba9ns5LG7cwnDtDEJQrd4IU5+OKfw8baLcKIpLm2jcn5k/NC3+sKgrThS1urm9vGES3S3bpHP2YD8gxsWGCe/fNSEfD2pkyG0uVljx+53HLMD8HG300y1GVOkyvu+NxtosttqWmTMOVEkXHNzJyuD9FSlgLG5ci3ijY43+TxtVEvND9S064uLvhCG4njQsHsGa3Z/Icu2aunCwL6Bp03YTWqPGp7CVizx/kljuSK6YanI/mITwQXykwljbr/eIlPktdeytl5WMCgjcEJnFJ640+n2qzWsz5Jxyv7QphBrNxJADcRK2e9Tg0/vCTpieA6tISubaae4LQXqRQk/uc1mrqfMHOaI9lI7YlmsHHIRzC35Qp7i29PotWtlULIsieeM0ut/p8vWaMeTDFUWeL6YksMvNEXbRzO1xFbtERCRg4IDkju8aUvp7i20ZVmjSKQgAktud/D4VJT+ppbmYuvZoOYlTnA8gKjlfSLpE5buEgEkLIemffT74t8i7GlwePvSFwzc6HpEV5PqtlcSiURiO3cl1yDvmrLww3aaNatIWZzAuSep2ovEejQarYeryKYwXDBkAztUbw5Zy6BPLbSTGW0l/cy2eZWx3+Rr5HNj34K81yfWY86UufMsUyZntifxBn6KcWzusp7MJkn5xXJpuCLia2jt2Dy8ueVSCcYo+nTJJfXESsjPAwRyjBgCRnGR314Txz5lXCOvUzj4dWXnhPX59Pzb3krvaOc5zvEfEeXiKuS34ZCRIWwM5z1rOYY8rQmvbq2VY4ZSi4PdXmPUZVKoM5cMox+ZGhR628QwCxB6qTsazP04Ws+t8ItDplo007zJ8kgztnJNdkv72T59zKQOm+KQLSMcs7n3safBnz48kZyle13RWebE4uMY1fBhFt6POJJQA2niIZ/vjIDVl4H4D1bSOKtN1G/a3SC2m7RlVwxIwe4VqIoEV7M/b+pmmqST+n/Z5y02JO0vuSkurpzDkVyAe7AqtaZYraduZFR2lkL5x0yafla7gV5mTUzyKmdWLNLE7gdDxrusQyKHrLD5qL8a4QKSbFc9Jjy1WZ/wAQd7uXuZR5AUk9zKwwZDiiP0pMnAqigvQn4uR9yYDh2BdVcjoSAcUcSkEd1Ik0Xmp6sSxdpcyjc/NrjOKbFvlQfKj82ffR2m3BiwPdRM1wmuZ3pqA2GJrnNXM1ytQLOk0RjtRqKwzRRhTR8HW7AHoZ0z9Nbj6nC+dhjNYVZsYr+2k/FkVvrrTYddy2zfDNex7Pfws58y5RcodHt5F7vjXJeGomUleU1AQ6/wAqbtTuHiTp7deihOjt1w0FUgKMeVQ11ovJnA3qe+/6vuWH000uNUjcHJBrNJhTorU+nAxPHNErxuCrKwyGB6g1Rm9GdnHPzWGp3VsgJKRsiyKg/FGeoHdmtMlvUYd3upjLcRE+BoRnKHyszW7sz6+9EQ1aB1fWLQyYxGzWnZ9mfH2T9I6VC3XovvOB57K8utRs7yK6doVEAYMCBncEdK1JrgxtlWqv8eXE13ZabJzDsbe4JfmP4wAGK6PGlKLiyWxbkyEhtWRskVNadGRcwfwi/aKPL2Sxg4JyQuwzjzPlT3T0RriAqQQXUgjv3FfG5rjJF0elaFChX6UeUVn0hS9jw/zZx8sg+2sv1CROylnOeaOPnUgZwQfD41s2uokmnlZUV1LDIYZBqoXPD9hcJIEjMLMhXKHYZ8q4tRicpWjswZVGNMp+k3/rWC0DRtjBPXB7wTXbq5NszABgxz7RP4NJ6lp0nCkLTSo8kDHAmiUtnwUjqPfUMdS1DUAywWawI4AMk53PwFcMvg4kdUVv5iTU0zzW8cswjDA+yR4Hv99R+vzwzdjLbnnaNeSXA6eBo9tpU1yR98LuaYfiJ7Ce7A/XVj0zT7SziCW8EaL5L199Ha8icQ2sbT8yis6y2E8DnaQqPdnNUadruyu2juY3jZPaVgcpIM7nxFbhxBZQXGmSuUUPHiQEDB9nfrWLcT6hDc6mfVWR4o05co3MCep3FCWLZjSY8MrnNuJOaTesjRSI252+mnkOsyGJW5Io3yS3KuxPftVStbl4uVFVyQR80E4p60E4m5ZQABk8obY5PWuZJ9HXx2TR10C8hglmZO3JAK4Az505llYHHOzAHoT1rPeJi0PqfIy552BA64xU3oWtLeRCCbLTRqMNn548/dXZghBx+I5s0pJ/CQvpX0uC+061vXQdpbXCJnB9tGYArmoW54YtNI4/s7iS3R9OvGIiXHsxTYyNvDbar5rViuqQRRStIEinWZlTvKnIX6cU04ks5b+0txaGMzxXMc69psPZO+/013QmoracM8bk3Im3uwkMnJjmKNygDGTjpmq69lz8C/edk53S2IULuO0B5hj41NGSNo3HJykk7dffn/331yzuZbW6jubcAPHIGUMBjIPQjz6VF5Yp8FvBb7HenNcT2tu3Zv6wyLzKoLHmxuPp+yqp6VuHtR1PT7JktpA9vNz4kHLlSN8Z+FbWvpYiS4SO34aljVvnSmSPY+QG576huM+INN4hiiR0aYq3P2caFDnGcEn9FNuguVIl+8fDged9F4e1FuILC4uoOxt4XDZ5hnbfoK27TdcubXlKzFlz0z7+h/QajJokaRjHbLDEcsMMWIOB3/GlBblGccyqOuO/Y1yZMzk6Z2rCqL7p3FxkVUYqzsNix5fp8amLe8u7wfJPAmOuTkj4Vks15aRMC1wvzdwCB3f7M0LPjKKznTs5iRkhjvkCpNt+ZOWm4+E1y406W6geO7u3eNgQVQVS9S9E+jXau0E95BOfwmYMv0bVYdO14yQqxPaoVDZ6HBpzLqcjZ5FCjzNDxIxIJTT4Mol9HOraO0hiSK7hznnh6481O9NfUleMwzx5I2KlMkfA1q8t7KfnSEe7aqVxDJ2mql8e2UGTmmx5d0qLJyfDI3TLzV9EjWPR7wx2ynIt5gHjHuHUfA1ZLP0gyxcq61pbnHWa0POPfyneq5Ixxv8AXTeVgOhrr8VoV44s07TeItB1xRHbX8bOSD2TPySA+5t6kprSVzyx3ACE7hl3+msM1GK2lAM8QYg7Njce40rp2vavpbAabq8zRj+8XHyyfXuPpp1lT7EeB+Rs+iae+nNdGedpHncEM+AcAYA2qXAYefurL9N9I92iga1pBaPfMtq2f9Rt/oq1aNxfoGqMEs9SjinP96kPZsP81qpGSfTJyi12izht9/Cj81IKzHBLqynvxijscEDI3phQxO1QvGc/q/B+sSnutWH07fpqY/B6d1Vf0pH/AIgayOYrzQBcjqPaFFC+ZllsQJMeC4pvqMoECggENt9VVbR+KEtmS21YlZG9hJ13VvAHwNWbWB2NmJJQsaIOYEtudqVp2aMlRt/3PsIh4ZsOUYDxyyD4vWu1mPoUKtw9pTxjCtZBh7ic1p1Wx9EJ+QKyn0nf8pY/4un2tWrVlHpP/wCUsf8AF0+1q2X5QR7K1H3U6jNM4zvTqM1zlB3FTpDTOM05Q1jDpTtSgNIIdqUBomDk0lIdq6TSUh2oBQ3mO9Uzi5Fe/gypJ7Px86t8xqocXXKW91bc4YkocADzpJ9FcfZAPbjvQqPGrNwoojsZF/yhP1VWX1KWReWNFUHxGTTnRtTuLCGROUTB35sscY8hUounyVkrRfI6XUVVYdfmwCbZR/n04TiCX/qy/wAuqb0JsZaVo3xqsjiKUf8ANlI/P/2UqvEErf8ANV/nP9lDejbWT5NJOagJeIJlGRbL55k/2U3biSX/AKop/wDEP6qO9G2MsMhptKar03FUo/5iv86f1U2k4rk3/aS/zn+ytuRtrJ+Smsp3qCfidyMmzx/n/wCym78Svn+5Bjv+U/2UNyZtrLE9ItVefik5x6n/APUpMcU529T/APqVrQNrLEaKarrcSu3Sy/8AqVw8RynpZj+crWg7WTl22Ldjy83lUVJMpGOzAx4GmV1rdxcQmNLcRMSPa5s0LfUD0uIR71/VSy5HjwGmdl3UAfGrnohJ021J6lATVUMlvIuV5fdVt0rAsrcDpyCjDsWZLRnYU7jbpTKM05jPSqkWOlNHzSCnaj53rADMaRc+FHY0g53ogYlIfGtM9HP/ACcH8M/6KzCQ1p3o4/5Nj+Gf9FUxfMJLotNChQroJnkfhg83pfus/h2i/wD46u/G4K8M3TDPsvCc/wDirWeaLc+r+lOeU/8AUA30RmrDxRr8d3w5cxhGyeQ5J6YdTUsjp0dGKNxbNG1TVbDTJDPqNzHBaxvykncysDnlA7wPtplo3Hmg65rjWdvdNFdrzRdnKp9s/kkbGqhxle2mu65HHeydjZQyLFEEHz5n+YnxOWNS/BPB+kaNqVxc2aSs6x9g0kj5LSHduXwwPto8Im03yXefUr6NS2kyRxsG5flE5lZR/tpAcQ8QqMS2VlcDP97ZkP15pbTHCwryqCMED6aWknUHdBmnnDm7Fxy4qhpJxlNDkXeiXiEdTE6vTrSeMNN1K8jsUjvYbic8irLbkDOPxulLQrHLGcgLnyppcWsdv8rExRx+EpwRSSxyStOx04t00TklgQjYfu7xTq3sAyAnnO35tVCPWbmLY3jOOmHwftrs17eXbAi+YL3IGwPqqakl5HRHBJvst0stja/us0KsO4e01NX4ggjPLb200p8W2FVyCCTq6xSfCn8DiI7QdPxSaR5pXxwdUdJD+Lki/SNxHdQ8NGRoAUkuYYREgwSXcAbmshTii60/X4fUbmH5VJO3t5DhZWUgDI6g7nDD660X0lve31lBFFCexhnS5VVGS7JnCnyyaxHSbJLnWbZ5oEa7ZrgM7dcgrjfy3p4tS5bs5c8NjSiqR6A4O4thvoDIXaWOMYngfeSAfljvXwYdar3pE9EVjxLBLqvBki2N+wLtalsRTe78Un6Kzey1SSO7a60S6a3v7d+x7QL57qwPzlPhWi8JcazXN6IERbPUoo+eWwL4WfHV4GPj+LQpx+qJr4voZNwZc8X8Hak9uqXNjLA3LLDLsDg+B2I861QcZff7RLzSNScaZd3QURzqoaLOe8fg1friLReOdPaK/URXCgBZAeWSJj3Z7j5HaoqL0U6Iin1q41CcAZGZAv2CuecZylcejojKEY1K7Ltw3ZxQ8PWaB1kEcQXtVOzY6naobiLhPTtX1GO7uHPbdmYl5TkgeIztTnhvh224ftHWwlu1hZOYRyzF19+OgNTFrbR3FszLIBJkqCNwTjOaOTTRyw2yiS8WpNt8GZap6HdG1JIpJLi5EkOVWVwGLAnODTS89F91dW8kEmvu1ucgRtACOX8XYjatWkZoIYotiQmc4wCaQL8oHN0PWpxXhOolVGORW0Zjw16MV0W9mmlvWuYnU8sahlVdu8c2DUnwxwZa8Pz9st9dyFzzEEjBPjV8Zy5B7lHTvPvorQhQCq7k9TVXllJVYngQTuhqJWBJyAM7ZH6aEjzLg7knvC5pyIBsVCknfA3BoCwim5jJGGcjBKsQQKKbGaQgDIysBEMDfOCM03lskuc9oiN3Y2JB86cNE0SOxuJlUD5jgHAptf6jZ2UkST3NvCZegkdVB89zTKYvh35CMNjBZW5hjJQly4Vu4t138KkLNkt1AmPLvjI3FQt5xPw8qt2mrWJkU4wJOds+QGc0wm4o0d07SAX9xytgC3tpGDfVg0U43Yri6o0q1mj9WJikViPA1A6XxHYXcEilpCI53Rn5TjmU4YfTVGuuMXigkmt9G1BYl/Dm5YQT3EFmFQaekCWEmGy0m19YdywiiukdnPUkqmT7zTuV9MkoV2a9r15bXlggtpkkOdgKjooysK58Kh9NmOr6as89oUkKjtEZGiZGx0UnGffTFr7ULW6EdpKHtBsVnBJT499RnOpfEUiko8E/IlMbuMcopCXWbiAZuLIuv40Lc31U1fiPS5OVXuOyb8WQcpqbkUXPQs6vHCzRsVOO41lc15xDPrOox2N9brDCygR3EPODkeI3rV3uIJLV3iljdcdQc1mOlOH1nWWGCO2Qbe6l3tJtAyLhDCeCR22Q++mep6NLfWbxAiNmXl5h1FThlG2PqpaPB6muK66Oi74KdDwQ8zyG+1KXDgKVi+TXAHTA7qnNG0Cx0RBb6ehCN7TE97eNT8QAOy5z30kW7S75eXlZRjBrl1uWUscgwikPYUygppfJ7a+41KW0fsDNNdQjPOnuNfGOVZDpRFFKKVp0yUk61ZSMIEUU9aUYYpNxToxw0UnegTtRG8adAYGbFJO1CQ7UlTpAATkURjXWNJk5qiRjhNFNdrlOAKT8oPdXc70U/uo91domSD1yuA12gEFCiSTRRDMsiIPM4phca7p8HWbnP5Ip445T+VWamSWK6VqtTcWRja2ty5/KNMTrWr3LEqVijzsFUDb310w0OaflX4iye0t/Rge8EGpGK6cHBOPPNVfSrqadAs5zIvfUxG3tDFepp9K8EWm7s53kUmTfrj8vztvGgL5x0bNR7cwTpnbqKIOY/GuhIZkyuosB86k31GTcbmo3qP8A3tRwuemD3UyJsdjUn33NEbUGONwRUdMvKTk7/ZRFTmHziDTbUayTN+3N17qZa5ctc6JcRjlZvZYD3MD+imtzFJgYfbvFMbtWWJlBPtDFU2px4ET5H1tqDcvtHYip3SrkC5gC4A7RcAe8VSrSVZIQyMGGOo6VPaPKfWrffftF/pCvlM2H4qZbo9eUKFCv0M8og+Mrw2GhyXCgkow7ifHGw364rING40msZ57rV7nUdRlOFNvaWuIISfyvEAVqfpH1M6Rw212LaW4CzIGWMZIBz7WPAVi3BF/NY3t1NapLcPJlwqHAlHUZz0Jry9ZKfjQjB/8AX+S2OLlwjZIZbbUdPjlTlltp0DDI+cDVM1nSl0yfmT+5nPsk/gnwNWPRdWXUrFZuyaB+jxOMFTS97FDe20lvOOaNxg46jzFWnBZI/UtCTxyKSl3En4QpVdYt1Hzs+6lJdEtrOYxyQ8+NwzMTkU4ghgix2cMa+5RXGlNcPg7N0GrXInHqNteI8D5CyKUPMNiCMVh37Bo9IvLu6XUYUSEPz26JswGcD316CVgR0rG+MdLl+/GowQnljkJ2zjrTT3bexYVu4RBcP3pm0eDnYkkb706lbB8TUfpGg31rbLA7R4UnDA52qaj0qQgCSUnH4oxXDJcnoxkqRT+LZGxZNnpIfspnpd06TCSMkSDvG+D51OceaasOl28kfMcTDmPwqq2kpQ5HQ7k5/wDf/vauvE/gRGfMmaDpl4Z4RcQthl2kQDOPE/oHvpadHYMeRghyfd3n9Aqp2F5cWtzz2PYmRxjlmG/kcd1KLeXMzhri8wRhuSP2SeY4Ip5Pd0JGNFlWXssFpY1mzySqW2P4R/QM0T74WCAc1wM4BYg9OudvfVaKZkkIyxPMPlfHO2D3mkLkpBCYZAiEM+xGMHA/C7zS7bY9osUnENnCAsKSXDooOET5uB59BvUdJxVf7GG1jRcH53zsAYyR4VEGHmkkErEjJbD5z0G/MNifKl5WjV5U7IGU5HJJ88dNyR1PlTbV0LY9vNb1G6OHu+WPuMCYPcMnO9JzNcSKRJNcPgAseckN7WMnwHlSOR7Zzy/KEcrbOpyO/vP2UrJcOoRVUmQkHd+VvnHp3MaShk/MRZQmD2QAODl9wdj393uokyXEk4wq82TkdG7vg36KD3kpxGBgsNypweneP0/RQDcgHNJ37oMnfP4prco12atw/c88MYDfgAe7arNI+NyzVSNBk+Zy7DA6Vcm3G+PtrhyPk5Irg47N3qwJGdxiqfrEh++0ilgCFWrhPKWHttk4xk1R9YCnWpmI9rCj6qpgfxjoTYg4xzMfoohDEnJVAPGuTOFTY8vupoZkJI3Y129jJCGq9ioXnYtg95wKiJL+OJeeDGfyR+mn2oQFsEjH529Rc8SFPaGfAdBWbSH2yokdJnmuoC0j/hHzNOpdPgmANzEjkdC4yRSOjAragYCjOdthT9nAG3tfUKbc/IntrssHBOl6hdmcaTr9zp5hxiJvlkb/ADW6CrpPZcVhYex1LR5XT5xktpF5/oO1ZtoOpTaVqkV2n7mpxIv4y99bRa3Ed1bxzwsGjkUMCPCuiD4o5sqp2JaXJqJQrqMFujbDMEpdT9IyKbcfaNPrnCd/p9o6pPKo5OboSN8H34qS58UqJeZeUnaqJkWeKtbtb+1uZrS+tmjmhYq6N1VhTaDiC+gs5bO9eSaLkKw85zykjpmvUfpM4Dh4ntTc2YSHVolwrnYSj8Vv0GvM2q6XLHftZXcLw3CSCN43GCpzirJqXDRCcXF7kz2t6JIhBpemRAY5LCMY/wA1a0eqFwCnY30cI6R2wT6OUVfaGLlMGTtArJ/Sh/ylj/i6fa1axWTelH/lNH/Fk+1qOX5QR7Kyh6U5jOaaR05j67VzFB3GacoaaRmnCGiYcodqUB6UghpQGiFBiaSkO1GJ3pKQ7UAjeVqpfGozdWh/Ib7auEpzVX4pjL3FqRjYN1+FJPopDsgbeBCmSKXAXHsgYokuVGAwoiN3E1znRQ7iHN3inC8oG4z7qYdoF6GlFuDj2awR4mObAH00qoUnc7d9R6ynGxo4mA3ZqFAHkvZhaayMM4xRXuF5fZOTSTy7ZNYIlKqspJzmmknIoO1LPIPE0ylYsTgUUBhXYY6ikWUEZFB1wfhTd3A6HFMALJHvSTQ99GkkPcxrgmYbkgjv2ogOqhG43rnMVbpiji6AO65HlXGuISM4YGsY6OZ+hzRhGeuSDRYpYidmx7xTyN0YYDgkedYw3YNyn2jWg6Ltptrk5PZrVIZlweZSPMVd9MIFlb46cgpoE5ktGacoelMUIzTpGqpJjpTtRlO9JKds0YN1rADsc0g/WjltzSMhrAYlJvWoejb/AJND+Gf9FZbIa1H0a/8AJofwz/oquL5hJdFroUKFdBM8UxScnpIyTs1gB/qsP0Uvr9zFBw/dM7or9nlVJ+ce4VHl/wD+QImB3azA+gyCk9Y0xrjSLy4MiDsoWf2s74HQVHIviVl8Tag1EvHCHEOhX1lbiDUES/I5zFdqYy0p6kHcdenlWkQxLZLZW6nLIGDt+M5ALGsc4f8AR7GLDTrm61IRJyJISEGSDvj661t5ktprGKJW+QPZ5ffPsjc00mlyBJ1TJzQ4DJpaN2scR5mCmRgoO52pebTb4Dm7IyJ+NGwYfVVIv75bqaCzLMOx53IU9CWpxaPLBj1W8libx5iKZ26Fiki52oZV5SpU+BFJ6gvyRDeHUVG2er6nGgDSx3S4/voDH6etGudajZCLqyZcfhRSY+o1S6VASuRFSLGzbkZ+ihHHjoSPjTW8vtPYfJzyK/4kqfpFNItRiYkDmB8jXDLs9PHwiwxSYXHaMDSsd2yNgT71CQXaHPygB86XFygIOQ3jvSvksmTxvZmXC8jeZ3rBbK2eW8u7iL92hurjC5wHBfce/batbN5EXB7PGT+CcV50vNcube4uTC2P27KpHiC9DDF26JayS2xsvjvaxwNNEEUs6sxxg5z3+dQutXcN2MMSrRNzRyRnDRt4qe41Vr3UpWDYZiSQSM/O3+2i6vqkd1pVrFCkkM8JyWU+zJ4k+ddMY1yzzpS8kaXwt6QTdXsVjxDepZ6oByWuqKuEuB+JMvj51r2l8ZR2zJb63NHYSgEsbiXkQr3NGx+cD4V43u5O1GJV5kK75FSVv6QeINHgt4FuIL22hGIReQrMYx5FqE8XNxDHLXEj2h+znh1LcwjXrR4xHkhMyHHlgUlBxno0TMLO4vbrlXmxBYysDnwOK8ef2ZeM44ylrfQ23N1MNuiEnOc7Coq99JvGl4cy8R6ioxjEcxQH6KKjMznBnt0cVreW5W20TXJVGSC9p2YyPziKhL3i/Uopk/tEsQIwTd30Mf1ZNeKpuL+JJ15Zdc1Fh3/tht/rqIluLiYlpp5XbxZyaWWFydtjRzqCpI9sX/H17atOtzNwxbqN1MuqczKPMKPqqEl9J9gIsTcb6JDzDIENnJLt7yRvXj3qfaJNGVR30Fpl5sz1L8j1JJ6ZdGtxIknF2qT42BttOjQfDNQk/px0ZQzNJxJdyhtv2ysSkf5orz2qr4UnIfaGNqZYIivUSZs2p+meyuGlMHDs8xc5U3eoSScp8QBj6KgpvS3qv/MtH0e3AOV5rftSPixNZpzUbnp1iivIR5pvzLzN6U+LnctBewWhJyPV7eNMe4gVF3nHXFl6P2zxFqTgAgATsB9VVrmrnMabZH0Fc5Ptjm6vr27P7avLmc/5SQt9prRPuc5ZIfSvpYidlEkcyvv85eQnB+IFZkT1rTPucxn0q6cfxYZj/qGtLiLFu2ew2fIPtt08aqd3qE1nqTRC0ea35e0kmU9MH5oXvNWJn2NQ6MPXH/OFedPk64ug1rqVpqMBljSSLv5ZV5G36EimOoWdvcoe1VJB4OAacFx6xd4xgMo/1RTKcLvykrt+CcVFoYqOo8PxSOzWVzcWhIwRHIQp+FM9HsJNHhnjtWF5I0uZjJKA3Nj6PDarAeZWbmYMM7bYNQukYe41VvG9YfQqigpOnzwCS9BRIRzDv91PYYC3RKd2mnyMPZjYjyFTVpprjBZcY7jXJKV9HQmRtnZO/iPGmPE1k+mzWt+ikpnlcf8Avyq8WdqB3CnWraVHqmjXFsRliPYPgRuKm47k0xkyv2cCSQJJH7SMAQfI1G6zFyTxjxWnnBUjGzlsptpLc+zn8U/qNd4jj5bmEfkH7a+U1eDwpF4sr7LtSTrTxlpF0zXLGQ4zdaQYbU9dabunWrRZhswpNvCnDqc0k64qqZmNn3NJttS5XJPfSFxJHGD2kiIPM4qseeDUJmuEVHXWv6bbbGbtD4IM/XURdcYRLtbWrMfFjXXDS5p9RBtrssxFcIwMnYeNUefibUrjKwKEH5C70zlXVb392kcA9eZsV1w9m5H8zSFbivMvE95bQyBpJ4xgHoc1H3PEdlDkLzyHy2qsQ6O2R20xPup4NOt48ZUufOuqPs2C+Z2L4kV5DiXiqVzi3twPrppNqWq3XQsinp3U7hiCkCOMD3CnkdjNI3QgeJ2rojpsMOkDxn5FfayuZjmaU7+G9Lw6TGSMgsfFqskWl9A7beVP4rGJfmgH86qucY9COUn2V+10lQOnftyjFScGmqmfkxnxNTEcPLsqDFLxW4Zsu2PIUjyi02NLeyRPlD37DFPYoUB2AFHVMbgkijplfPzorI2LtoO6/JjoPhSBQHI2pWU5PjnvomVwcfXTWEAUA7qa60OBlCc0dD07jTlIiwOHAHgKNisjbqAtgge3SMCHIH6KmhGFwHXIz1oNCjZZANh1I60ykKxksBZdgD5kUlLpnaoQVFS0DALuNulOkEbAj7afc0BGRapoV7w5qD6jZyyXFgwxcW7dUHcR7qs/D1xFdTWs0Dh43kQg/wCcNqus9msy4dF6EEHv99Z3qmk3PCWs2+oaZGZdLuLhFkh3PZMWAHw8/hXNqcHvNSXzfqUjSVPo9rUKFCvpDzDP/TfJdw8EiWwZBPHdxMA3RgCdvKsK4Y4vkv8AXL28sIEnkgh5pYo+rNsCARsa1n7qC9m0/wBGQubaQRypf25DHcdW6jvHlXmDhLVJ4E1TUYGihtypaeNPZEffhcb7npXn6pNS3X6FMU3vUF9bNvXj2KHXJYexW3CABpHfpkdHHcc7VoGlX66iiSwuAMAlf/fWvOvDlhpeuWiNMNUVpA7SG4JUSc34WTsxHcauHBuoarw2Z7Vuwm0azuAkVxI5EojYDfwOCcVCOXbJqUjshjyNK1afTNm1KDt7c4/dE3X9IqEjycdaZy65cOSAcd1Nzezt+F5YG1Jkzxk7R0w080qZOJzZ2H01UeKtMkfVTOIz2Uigc+Ns1JpNKerHNHErSWl3FK3MoVXGe4g4/TSrIp/CxvDcPiRWIdO5Bkkk+GKVFsgGD1p7Iwxnemk8ns4XrT+GkFzZU/SQoPCt5HbxmWdcSKq9Tg1klo5ktlYArIMbEYP0ePl3VteoRmQtmsx4ssDaX5mUDkn2bJwM/wC3woxkq2gp3YhbNzOibEk5KZ8tyW8fKludplwAiryLtKu7AHop8POm6ZQwlyyRc64MiiOPceHU0dnKwuibRsgJC+0pHN+F3hfKmSHsPLNIgYgYQBwOY8yE56L+ugW51JYFeUPhfnqM+Hh76bG5UyOoQMAXJ5Dj6VPQeXfTkFZI3MZCt7ROPYfoOo7x5Cs4hTHCyQxKcsT1wqnIJwMmlUaIxSsoYKwJ6cyjpkg9R76iLljHNIzMAxJz2ilGBwPDb3CncTns5GfmEuPwxgk7fhDYn6hS7aDusUmCBcmQsEzsDzD53THUfbSK3kMo5YUkyCCQBzDqceyd/gK5dXqA/LukeT1cjfB3ww+s1DnVIX5Vt45bmRT0VOZTufwvCjGDfSFc4x7ZLRJzKWUKds45uYD2fxeo99KogmkUHGzbg743+kfpqsarqWp6fAH9UKQybZkPOFOMde7yFQ1jqWoahq1mryySEyqOVR3cwz0qy08pcnPPVxi6R6H0a3ms5US5Xl2GG7j8atbXXaOVgV5Mbeyu3005t7ccoVo1KnHUZ+qngiKDCDArzZYU3ZVRojBbXU435Il8/aNEueH4LqMZdluMfug7/fUx7XLsMEUoNuuKpGCi+BqM31rR7zTVZpEaWMdGTp8agBPK2QvLH7h+mtmBBBVxlT41Xtc4RsNQDvCDaTHfKfNJ8xT7gx+pmV4wCbyEk9wOTUFc3EhblVCPfvVh4g0DUdJJMsLTQ90ke6n491V+OUOcMvKfDG9ZSvspXoyb0hW9WUyMAfPc07FyA3Ki4P5VM7VgkK5AA86WMwPzRv8AlU6kI4MUdGc8zSE/ZWgejXXArHSbh89WhJ+taz5W5hg7mlYJZLe4jnhYrLGwZSO4iqRyUyc8akqRv7LTeZzGRTfhrVI9Z0qK4THORhl8COop3dx8wFdP1RwtVwxaGQSKPGqR6Q+ArfiWe11C15YNUt5EJfG0qBgSrefgatcRKMBT0NzDemTFask+C/36k/gm+0VeaoXBL51yQf5FvtFX2qYPlI5ewVkvpRP/ABmj/iyfa1a1WS+lEZ4nj/iyfa1Nl+USPZVo9qcxmmyjFLxneuYoO4zS6Gm0ZpdDvRMOFbaj5pFTRwdqIUGLUk52oxNJOds0BhvKap/E16kt2kMR5jFkMR0z4VI8Rav2Ja1tm+W/DcH5g8PfVVVCSTnfr76lN+RWC8zoYEdTmurjuO9HEW2w3o3ZYFTKhBs22M0O0OdjtQ5ADjOPCllts4xvQCN2lI78YohlO29LvbHPSknhOdgfCsY4JsZ3zRzcB1x30QW5766LbBrG5OSKWHXemzIwO1SSwjG+KTlhUeFY1EZJGx600dfaIqaMWVwBtTKeAlyVU4ooFEeUpMpg4NPjbsR0NFEB/FNYFDLl8q4IxnqceFPWhPXlxReyOdhk1jUNlQA46UZoR1+unYt2YD2D9FKrC2CCOlEBEyRuAeVmX3GtA4dvorywi7MnnjUI6t1BFVJ7Rj3Gi2y3VlOJ7VirjbyI8CKZSoWUbNKQ+1TlDtUJo+pxX8YGyzKPbj8PMeVTCHpVUSY5U7YpRTuaQU0dTjNYUOTvSMh3o5NJOawrEnO1ap6M/wDkyP4d/wBFZTIforVPRj/yYH8PJ+iq4vmFl0W2hQoV0Ezw1OSOPbbA/wCbuPoklpGeeSXSrpXbYwt9lC5Yx8cWRz86OUf/AFZKYtIDazINz2bD6qWSHxvhmh6bcSvotgLUjtjDEoyOmQBV1juWnhsppd5C55vfuKo/o6iN5a2UrnEVtbrIxPQHGBVwMEttFDDMvLIkxBHvJI+o1DLJ3RXshbl2TiW5cYGw78VLQX0iuPaOPyhmmOuWiJrpXrlFLHO4NHjgVRjtv01a6Qi5RaLK+idcSRI3mDg0S7vIuRlCMoNQUSK7gtIVdehol28iZxJkeCmn5oCqwlyY2kJHK1FjQAggeexqIurkhskg03i1FwSFLACuaSdnZCUVwWhRttsaMVckHv8AI1CQ6q+BujeRG9OF1RSPaUj3Gk+hbirJSEXPNg5UDvY15x1d8XV2pOf28+SPz636G9yRiTI/KFedNYkPr975Xjn/AF6riSObUvhDnUZ/kD2bIrKQCTkk7k7CmYuTJGHwQx+cPHzokjE83gaa25Pq8eD3VZKjjbFb+4eS25S55I0wq+Wc1G3/AMyMeVObs/JSAfi5ppen2Ez4UQDc1wUO6hWMdoZ2rlCsY7QLHYCuUD3VjBwWBXmzgjIrhySKID7VdPUVjHaA3rlAVjHa7jFczQzWMA9K1T7mxOb0mxPj9ztJm+oD9NZWelbB9zDGH49vHIzyWD9PNlpZ/Kwrs9PuxxUVGvPctnxqSkGQeU1FwMfWX9/6K86R0obhWEt2Qc/K4/1RTSZ2BIp6jY9YPjK1M53BznuqEii4ZGv1qC4ebnS/b8a+m+ogVNSP7e/TNV3hyQLYTN+NdTt7/bP6qCXDM+0bBp0GFA67b4pxNGDJzH2fKjWZVFxtk9PGjTe0TjIFQb4KnIUUMveakIdskA7d1R6+xgLufOnKsQuAN8Z61O6MVLVoDpHEou4wexmPMQPA9R+mi8SqDPAQcjkz9dWDiO2W608PyZaI83vHfVYuOedIExkxqVz5Z2rxfaumlOKljVsvCXqRhU0iy5pxqcdzDYTy2aJJOillRujYrML7ibWptlnSEH8RQp92a8zF7N1E+1X4l40/M0GVQoy5CjxO1RN5q2nW2RNeRZHcpyfqrPWttY1Jj7N3cE9+CRT234K1SXBnEduveZHyR8BXo4vZKXzz/oa4omL3jHTosiFJZT3bcoqDvONLl8i2to4we9tzUnFwVaw73V6zt0wi4H008GkaZag9laqzeL+0a78ehwQ8r/EV5V5FLk1jWb8nEspB/BjGMfRSY0bU5/bnyue92xV55sAKq8ufAYpNraaTGEJHXeu6EYw+VJEnkZVIuHERfl58sOoQfpNOk0uzi+bFzsO9jmrENOcklyAB3D7KWSwhSPmfJ+O1PuRO2V1YsezCgUdMAUuunzS49k+81YYo40wVVV9wrrDYA4z30ryV0DshItHP4bDHXbc06j06FBuufM1IYPMMDbzopTx+2keRhSEEgjT2Qo8tq6VySNqVaPlJPd40mGYHoMUu5sKQFRcjIx4nypcKFzy9froqkEfb5V3v67HptS8sIspG+TtXc94+qiMjedFOQAOU476NGFQ3UDfx7qVG5+2mq5x0xjv8RSkZJOSeveapFCtiyt1ycAVzlBPs469c9KMNiSd8dacIFCjKqM+HXNUBYgIumWzjrinEWAAQDsPhRggYAgkHvNCNMrsx5V8aIgvIcpjGc+FGXlZCFG+KMkLjB9k+FcKMCQcDfODWMN2BjkHLkr1p3AQww30+NE5VfKsMEE7jxpOFpIpCrjoevlT3aFJKFQdlJGadR2iXUsSyqrpzqSOnQjFMLeRmXIGTUnp8g9YhDA55xv8AEUkZNMZ9G80KFCvoTzTJ/ump2t/RjI6W8Vw3rkICydBknf315B4b1yLSXuGvrb1mCQhRCpCqxB3z7q9Z/dWll9FDPG3K639uwPnk14qERBJcBiQe/oeua58uKM3ygPJkg1KHkXRuIYbbWrfUtDN00QRRPZ3EjODk4KgnqPA91a7p6x6pZ9pHzRwSpl43OTselYVwujT3YndCoRRGDnOT37Vr2gX3YtLATskMe3vyTXLqdPBY9/md+gzTlPa+nyXuG4WREkX5pGaW7cb9BVUOqAABGGBtgd1Ivqx6AmvNpnrWW97tVOQ9JLegx3oU5PY5+hhVQOpcxO5260vY3qGSdSw9uJwPOik0wNcFoYh0zkkdabuAVwOlC1kLW6e0BtRpOQKOXc12Xwc9EZcRbk5+mq3xHpgvLOROhxsR3VbZ1GQw+NMLiIOCoGSal5jrox23hd5CkhCXMThW5AWc79xbalxbIEbtHVW5SBzEo3NzdcjZz9Qo3pCB0bVopyvsOhZ07mwaotzxJcyZWEciEFeUnICnuA7hXZjxymrRz5M0IOmXiaCOCRpZ5VI9v56hjzbfhDqfsqPn1O0hkaI3BZgxPyXyucjoD1z5054d4SuNWsbe4uWdklQPhmwu/kKvWlcFWVqo5kz5IvKKWUoR+ZhTnLmKM8W61C92s9OaInPtSNhQMY2G/wBNSNlwprd9kzXDRRuMFIRyLjwrWrLRoIVURQogHlk1JR2ajfBPvqTzpfKh1hk/mZmemejq1TDXLCRh45c/XVqseF7K2VVWBSR0Lfqq2RQg4BAFLi3K9e/pUpZpy8yiwxiQR0S1ntnguLeOSBxhkZRyke6nOjaFp2kBRp9jb2wHeiAH6etTUcCcvn4UsFUL83OPGk3Ouw7Y90GiI2ORTkkjGASpoiRcoyvLv3UaIOHBLbCimBoUckYIU0kBjJJ+mlJJcKSSAB1JNVjVeM9M0+QwpIbucf3uHcD3t0ornoHRYCwDZwSD0qL13iPS9HtydTvIoT3Jnmdvco3rPNe4r1nUVdLeQWNuRjli+cf879VUl7JGlMtwxlkPVmJOfpo0ly2Gm+kW7X/SZd3BaDQLDkQ7Ge5w2R5L0+mqfB61K/PczBmY5IAFL9mcYQBV91ETlR8c2WpXkXSRaOKuWyRUnkGckjxo6XKqQGPteAprKzmPBOF8KRRWyMDA8ayZmvQmI5j1AUDwpyJiy/NAqPtCwQlVLsOlJtcyNKFcFB+LVYrd0Tb29l24D4iGkaysErN6tcsFbwVu4/orZpArqGBAB3rzaXAGy5PjXbnjbWrHlSPUrsqBgZbOPKrQyUqOfLi3PceizGfI1wuY1JbYY76882/pR1yJQHvS/wCfGpqw8Mceavr+q22nv6uVlb2mKFWAAyehp/ERF4Zdm5ej+Tn15/4BvtFaNWZ+jgY1589fV2+0VpldOn+Q48/zArJ/Sf8A8p4/4sn2tWsVk3pPP/GiP+LJ9rU+X5SceyrgUomxoiijjY1zFBdDSymmyGllO9Yw4Bo4O1Ig0oDtRCgzHxqA4j1f1SMwWzftlhufxB4++ltf1dbFeziw1y42H4o8TVNGZHZ5CWZtySdyaSUqKwhfLEVQs3M2Tk5JPeacxx9D40dUOBgUrkA71FsscijDHelXhXx9mku0K9OgoM3aLg0BkEMKhs5FKLIUGFUUhzYbApQPv82gYMkrMdwMCg7LkGigc2460GUjr0FEIbnjA3NIyOhUYpGRSWPtde6jxRkA829AweMlhtsfOkriAkk7Z8KVY8oyB8KQkuD3VgBUDA4Y0tGVYHYU0aQnOaCvy/NwDRMPHjQGuJCpB3pmrsx3NPLfnONhisYI1qgHlXI4ELdKfrHzbY2odiATQswkkAwMCg1t4Cl0U9xAo6rvgmgYZNDsdugpF48HcVJMMDypBlHhvTAGCRvFKJYG5ZF6EVZ9H1NLtezkAS4XqvcfMVBFPDFIyIQwdGZXU5UjqDTxlQko2XpTtRwetQei6uLkiC5wlyOng/mPPyqYB3OKsnZBqg5NJua6etFNYRiMhwK1b0XHPC4/h5P0VlM3StV9Fv8AyWH8PJ+iq4vmFl0W+hQoV0Ezwdqz8vF2lv49sPj27/rqLt2dmZFGWbKgDvNPtXP/ABh0sjvkuFHv7c/rqOsiY9QjBBVlm3B7vaoSGx9mxcB2F3pvCcEMvaWt3KoLjoygHYf+/GpaGZnjRpGL8lxuScnAY0+SNy0YYEc+ME99Rs00NrpusXRQdlb87KO7Odq4dzlK2dLjSKxqOoG+1+8lV+YmTAwe4VJW07rsw286oei3UvKZCVbJ5sHrvVntLuQIGbYHr4Vd5DRxlmjulMYAjU01vZVYghsd2MU1huUbYsF81FJXciSNyoSAB1bvovJxaD4fI0mXBJVgR13pr2pzuu3lQvMoMrg+atUebshsMcfVSpt8hpIlI5xk4X/ZR0mTlwGOfOopb0AEd/TNKJKhVtx7gaJk2S8UoR1CuM9OtYXrIZL66JOzXLsD/n1r0TxmQ8shz+UMfXWcce6abTVy8KcsFwe0XB2B7xT41TJZm2kQcjbmm8BxBH7qM7UhCfkV91VOc7cn5N8/i02vDlV27qVnPsN+bSN0fYX3VjCBoUO6hWMcoGu1ysYFChQrGOUO+hQ76xjtCud9drGBXc1yhWMA1dPRXq7aJr012glz2PLmM7jJH01S6vHovsBeXGosSByRqAT5k1PLLZBsphx+JNRPQOh+kCO7iAlZLgdCRs494qx6ZqFteOWglBY78p2NYcdHkjKlH+WX8JNjS0Gq6jYHFyhkA6Ohw30d9cO6E+jslp8kOlZuBQIjAP7RYtvt1NR904i3lZI1JC8zkAZPTes50Tji9E5juMXEA7mOHWpDi3V7XWOGbiG2kPacysYm2OAd8eNTeKW5X0IpcfU0LT+FrzUJV+Xt4UbcMW5sjyxU/oXohsLSyWG91K4uDzMxMahBlmJ8/GvOPDfEut6FIi6TdzsmdoGzIh+HdW58M+mhYoYIeKdKudOZh/dBUmM/DGRmvShp8VfD9zklPJfP2LbCVMfUnxArsoKnIG/f4UqkYZc4I7jv3++iPjrvgdRjrXgtHfYkow+/fjOKOSwYknbw8aM6jlwSc9c+FN5ZMDPLg95z30jQbFecspD/ADCN8Gq/cQCGZhgDHh4VJGbK4BB8cHAqPvTzhWUe13ikodMZyEKMYx5461EDTNOgkeWOygEjtzFuXPvqSZWOxcDxHhSDonzmJIx9NTaG3DOaXqgO3kMVGz9tJ81D9maly0anPKB401uH5wBncHfyrI1kS9k7EF3C0k1nEM5LN8etSLrzKdt+oFIOiYGNgDimtmGnJGmOzVV8wKTkUNt4dKcPGQcfg9DvSXIoA2GQaNgobgHbBHSgyrnIbc0sfwsgkr4Un7AxuTnet2EIQMgZA260ntkeJGc4pYoej4xg537qT7MeyWbcHatQQjNyqcYx1xXAd9sfro5QHOcgZO9HWNcbEY6jA6DxrUYbvg+/worIzE7YzToxDPslhkd9FaPnVSD0ORiikYRWPPslsnGaVBCLkAb9KOArHA3bFDsxz4Gdu8UyiBsIGbOQR5b13JOTjpRzGcsc9RsMURc4GObA653pkhbOk+xiioxB7gO6jFF6d/XpRkUcwCsvTvFMkBhSSDjIyc5pWN1zt1PiO+iGP2sDcE4x0xRRzg5YdDjA7j401AH6OenlsaUjYM7d+PZ91M43CvyhjnPX7aUiZFJ5T44rUKSdu/JjIA/C6/VSlzGRIsigYI6UyWRW9ott37daczTssQ5HBU/gkZwaAQ8b8y+yo5h9dFntu2TKEBh0BpJGABblOTnr0o6PjL8xAOwyegogGdtdNG5Rsq3T/bUxYXR9YhBOMOo6eYqMliSYBgOSQ/hH9NCyaSG8hWf/AAi4OPMUO2Y9NUKFCvoTzjGvusDj0TP/AB+3+0146twrMK9hfdbbeiN/4/b/AGtXjWxkPMM+NCrYrkk6Za9KQIdgBnwo54kSy4o1O0uZCqlkRGzsOVQMVzSDzTRL05mA+us+1ubt9Yvpc5DzuQfLmNbJjU4bWVxZXjluia23EEMSZkmVQO/NMX4mWX+5I5p2z1QbfTVN4SSG77UTxiSWMggtvtVxhXCgIMAfAV5WTHHG6PYxZHkjuAuparOfYgSJT1Lvv9VTmgxXMvNNe3AcxsnKkYwNz9dR8UeWJ7z1qe0NeaOYDqOQ4+NQm7R0RtGhWgxaxjGSRS6xnO4xQiXFvFyj8Gue1z7mnvgjRxoVKMQfhTXsCSTjHuqViXCZcDFJSFQfZXrSsZIpHH/Bx4l0gRWrRxXkZzG8mcEHqDVP0n0O20TK2rX8s570gXkH0netnRCegNdktmxkgAU0c+SMdsWTlp8c5bpIh9L0uKxtILS1TkhhQIg78DzqQit8Hfr50qqEEeVPbeEOcsd6h32XpJcBI7VSobupUR4TptS/ZgDlUn3CiqjMORTRfAoVLccpZaOkaj5wyTR0jdNm2XxopOOmAK1m7DqBkA9PdRmjHQVXta4u0jSWMdxdLLPj9zi9o/HuFUvVvSLf3PNFp0KWkfTnPtPj7BS36jKDZpN9f2enQ9pfXMcC+Lnc+4d9U3V/SHbqzRaRbtO42Ekg5U+jqaolzz30iz3ckksp6lmyaNHGi4Gy+6i5KKGjibHWo6xqeqsfvhdMYydo19lfoFFtxHGgAAHma5ygAAAAeJo0bxxn2PbbxNJ4jZTw0hSRTKMYx76YTpHG347juFPZC7Dc4U9wprJEWJEa5NN+Iboirku+QW5R4DvppbQzGQdmp5R1L7CphrLlPNL7R8PCupERufZA7qO5R6F2uXYjJEQFGck0UjJ9o48qcTnC7bUyXLOQxI+2inYeEP7aQcuEHwpVuQAF8HHQYpvCQFwgx7qcxupHmetOnRNoQlZmXbZfKoe/3OMfRU1Jb5I5GIXv8KjdSaK2+eRzdw76zlXRlFvsiGhRMtJinOi63LoeqQ6hZQmVoCcx5xzAjFR1xI0u7fN6gCl9PiZ882afG65kTycraj0r6B+OtO4n4kktoO0ivFtXkaGRcEAMud+/rW815b+5ot0i9Ic5CgP975P6aV6kr09NNThaPI1cNmSgVkfpSbHFUX8WT7WrXKxz0stjiyL+Kp/Sany/Kc8eyAibIFKZpnFJsKXDiuYqOFNKq29N0YUsh33rGHCnvNReu6sLCHkiw1zIPZH4o/GNF1nVo9OhB2ad/wBzQ9/mfKqa08txM0srF5HOWY0spUUhG+xT25ZGeVi7scsx6k0ugyQD18KTTYjBpZUOebIxUToQCxG3wooBJA3zSoAyNvdmllj3yVAoBEhHkDek5IyW22p72C4J3FEdVVdtj3VjDWNcMaPyg+AzRgmc+VJs3tjbI8qwUKpFggrgGlJY8qdqLC/KRnFHMg65zQMNTABJkHPjSyp+P3CimXG/Q0jPMeXrWMKMFwNqSkhQnYb02e69o4A99J+stnajRrDywqGyKSMZ2OOlG9YyT+muGUZ376wDvLynNObdyGxRE9qlkAU5I76zMOw5IGD5UopHf1pBCPD4V2RywG9CghmGGyBRlxzAnNImQkbk5FASADfpWo1jgrjfOQaRlA7q4Jc92fKiM4I6YFZAONgZJGaTkAwMdetBm69ffSfPkd9MASkUMNs843BG2D41O6FqxmPq1437Yz7L4xzj9f21BPsehzSDb9evl3U0W0JJWaCDmuk7VXNF1ouy294fleiyH8PyPn9tTrSDFWTs52q7CTnIrVvRZ/yWH8PJ+isimk2rW/RS3NwoCP8ArEn6Kri+YSXRcaFChXQTPn9rs7RanbSZZVR7zlYDdX7TKkfHFRtnNI1wjzOXk5wzMTuxzkkmnXFd0n3xkskjB7GaWXtj85udvm46ADH11FwSe0Bv1oTfkPjrs9I6NczSaekkyRwLHGXWFST7bfhEnvPh02qs8d3iWXBV3Fn27m77P4bVa7FoFsITctyoyiQk+CrWZ+lm8trq60230xXETZmkBBGWwBkA78p6iuHGrdnU2R+ijkhTcHNWG2cRkgnI92aqthlUAwQfDvqctLgrgknHSqzVhTollOSAqqSOu9cnZFUkn4ZpAOjEMQvN40jO5CnlbfzqMkdEZ2J3Uo5SQB76jGkVmIYrnzpxLMzKQQBUVNgNkAeFVxp+ZHI03wPVVW3yFx0waK6FRlRsKju0dQMNj47UVrqaLwYY6ZqpNtofG7wDjIx3dRVQ4rvhOCjEkg5HlUpc3amNiUaPPfiqhfOZJGJyc08VySm+BnI2faHf1pGJvklrjty5BO1JxH2ADTkDsxyrbH5tJ3G6j3UaU5UjypOX5o76xglD30K7WMcxQPWu9aBrGCnpQrtCsYLXaB60B1rGBXaFCsY5XaGaArGOHrV19GswSe/ikHsOinPQgg054V9Hd/f2Fvreo9gmj7SMom+VkXOMKB0NavwfZcKWuV0mwggvCPaS4JcuPea58004uKL4LjNSIa0juro/tWK4mbGByLmpq24P1q93lhihH+VbcfAVftOvoXxEirbyDrH80keXjT3tVDYzhq546eL5bOuetn0kUaz9GNjJMH1O/dWHdAnL9Zq26fwJwzachNo90w/CuJC2f0U6kKucgjPvoizSRH2H+BruxQhHyPPyznPtk9p9nY2eVtLG3gTG3JGBRr23t7tCs8ayKeodcioiPU1yA+Ub6qdeuZ+aQfPurtjXkckk0aKOH0BGJyAO7l/20H0AHPLclc9cJ1+upyhXm+7YvQ7PEl6lffhwPnNyR06J/tpF+FQx/uxh44j/ANtWahQ91xfyh8WfqVRuDwwwb5uuf3IfrpNuCwxz6+380M/bVvoUPc8P8ofGn6lKfgRW/wCkG/mR+ukW9HqN11N8eHYj9dXuhQ9ywfy/qbx5+pnrejZG66q/8wP10RvRlGf+lZP5kfrrRaFb3LB/L+pvHn6mbH0WxkYOryk5znsBt9dc/sWJnfV3x/Fx/WrSqFb3LB/L+pvHn6mZ/wBipMY+/En+jj+tRP7E8f8AjiT/AEcf1q0+hW9zw/ym8efqZh/Ymizn78SZz/1cf1qIPRHECT9+pTn/ALuP11qVCj7nh/lN48/Uy1vRFASP7cSgA/4AfroreiCA/wDS8n+jj+tWqUK3ueH+U3jz9TLP7EUWMHWZMfxcf1q6vokiAw2syn/y4/rVqVCt7nh/lN48/Uy4eiOHBzq75Pf6uP61F/sQxDZdZkA/i4/rVqdCt7ph/lN48/UyweiKIEkazICT/wBXH9ajD0RwZ/feQ7Y3tx/WrUaFH3TD/Kbxp+ply+iSIf8ATMpH8XH66KfRDEXz9+pMeHq4/XWp0K3uuL0N40/Uy3+xHD/jiX/Rx+ugfRHDzE/fiT/Rx/WrUqFH3bF6A8afqZYPRDEBvrUpPXJtx+uh/Yii9n+3UuB/3cfrrU6Fb3bF6G8afqZV/YfhwMazLzDv7Af1q7/YiTv1uXOMf3OP61apQre7YvQ3iz9TLF9EMIGPvzJjr/c4/rUYeiZR/wBNSeH9zD+tWo0K3u2L0N4s/UzRfRXGOX+28mxz+4Df66MnouRSf7buV8Dbjb660mhW92xehvFn6mb/ANi6PmDHVpCf4AfrpZfRpBzxltRZgjBsdiO458a0KhQ91xfym8WfqChQoV0Eym+lfgdPSDwmdElv3sFM8c/bLEJD7OdsEjxrHofuWbSNs/sruD/5Ff69ek6FFOhXFPswCy+5wt7WRWHE9w3L3epqP/VVfb7ky0JJPF1xk7/3AP69en6FawpUeZrP7lSC0uElh4xulZSD7NiBny+fVmX7ny2H/wAxTn/yq/1q3OhUp4oT+ZFoZp4+IsxFfQFbL/8AME3+ij+tT3TvQjb2Rk/t5NIHx/zZR0Ofxq2GhSe7YvQf3vL6lBT0cxKoA1KTb/Ij9ddHo6iDcw1F8/wI/XV9oUfd8foD3nL6lF/sfKQQdTc5/wAiP10mfRzER++Un80P11fqFD3bF6B96y+pRYfR9HHn+2Ln/wAEfro39j+LGDqDn/wh+urxQre7YvQ3vWX1KKfR7HzZGouP/BH66UTgKNQf7YPv/kh+urtQoe64vQ3vWX1KYvAyKc+vvn+CH66B4GjJB9ffP8EP11c6Fb3XF6A96y+pS5eBuaNlTUmVj0JhBx8M1UdX9Dmo6s7etcZ3KwnpFDZKi/HDZNbFQre64vQK1WVeZgh+5ztGcNJxHcNj/uij/wBVKr9zzaggniKc4/7ov9at2oUHpML/AIRlrc6/i/QxUege2CgDX5tv+6r/AFqOvoJtl6a9Nnx9VX+tWz0Kz0eF/wAP6m99z/zfoYq/oHgfPNxDPg9wtR/Wo0foIt0GBr83+ir/AFq2ihWWkwr+H9TPW533L9DGT6C7csCdemI8PVh/Wo39g6ADC69Mo8BbL/WrZKFH3TD/ACm99z/zfoY0fQXbEH+302/f6sP61JN6B7c9OIJh/wCVH9atqoUPdMP8v6m99z/zfoYi/oCt2OTxDNn+Kr/WpI/c+25fJ4kn/wBEX+tW50KPuuL0B75m/m/QxGP0BWyD/lBN/oq/1qMPQJbc2Tr8x8vVV/rVtlCj7ti9De95v5v0MXk9BMDIVTX5kPj6qp/9VRM/3OFtM3M3E1xzeJtF/rVv1CstLiXkZ6vM+5foee/+DTa/9p7jz/aa/wBansP3O9rEmF4inz4+qL/Wrd6Fb3bH6A96y+plvo29EcXBPE0msLrU18727W/ZPAEABKnOQT+LWpUKFVhCMFUSU8ksjuT5BVN4t4HTiLVlvmv3tysQi5BEG6EnOc+dXKhRaT4YhnC+jCNf+lpP5gfrpUejWMf9KyfzI/XWhUKXw4+gbZQV9HMY/wCk5P5kfro39jxO7Un/AJkfrq+UK3hx9A7mZPc+h1bq4ea41+Z3br+1hgDwHtUE9DcCjA1qXH8XH9atYoUPCh6B8SXqZUvofhH/AE1Kf/Lj9dHHojiH/TMuP4uP11qVCh4MPQPiz9TLx6JIc/vxL/MD9dHHooiDZ+/Ev8wP11ptCt4EPQ3jT9TMj6KYz/0xL/MD9dcPonjLZOsyn/wB+utOoVvAx+gfGn6mZf2KIv8AG8n8wP10lJ6I4nOfvzKP/Lj9dalQreBD0B40/UyweiKMf9NS/wCjj+tQ/sRR4x9+pf8ARx/WrU6FbwIehvGn6mUt6H4if36l/wBHH9auN6HYiMHW5f8ARx/WrV6FbwIegfGn6mRt6F4Sf38lH/lx/Wop9CsP+PZv9HH9ateoVvBh6A8WfqZCPQrCDn7+zf6MP61D+wtCOmuS/wCjD+tWvUK3gw9DeLP1Mnj9DkKD9+pT/wCXH9alD6IId/7cy/6OP11qlCt4EPQPjT9TLP7EUWP36lz/ABcfro49EsQ/6Yl/0cfrrUKFbwIehvGn6mW/2Ioc/vxL/o4/XQPojhI/fmX+YH661KhW8CHoDxp+plg9EUQO2sy/6OP10D6IYScnWZc/wA/XWp0K3gQ9A+NP1Mr/ALEEW/8AbqXH8XH9ait6HoW/6al/0cf1q1ahW8GHoDxZ+pkx9DcROfv3Lnx9XH9ain0MxH/pyX/Rh/WrW6FbwYehvFl6mQv6FYX2Ouy4/iw/rVJ2notMMCxy65LMV2DG3AOPPfetLoUfCivIDnJ9mbt6Lo2/6Xk/mB+urdwloQ4e0kWK3BuB2jSc5Xl692KmqFMopdCt2ChQoUwDzzc/cy2NxdTTtxRe5ldnx6qhxkk4+d50VfuY7EH/AJUXv+iJ/Wr0RQrGsztfRjbiCKI6nMVSJYv3FdwPj31Wda9Atrqmrm+k4guozyhVjFshCgfGtqoVNYop2kP4kvUxeL0DWSAA67ctjxt1/XSn9guzB9nXLkf+XU/prZKFHZEPiy9THB6DrUf9O3OcYz6uv665/YNtuUD7/wBzt/3df11slCs8cX5GWWa8zGJfQTaSAA69c4/i6/rpu/3P9m2/7IboHOf7mX9dbfQoqCXRnlk+2YcPufrQKB+yK6x/Fk/XRH+55sn+dxDc/wCip+ut0oUdqBvkYDN9zbYSLj9kt6P/ACyH9NMH+5c09v8A5ovB/wCUT+tXo2hWoVybPNT/AHKmnucniu9/0NP61cP3KWndf2V3uf4mn9avS1CiA8zn7lDTSD/xrvf9DT+tXG+5P00jH7K73/Q0/rV6ZoVjHmb/AIJ2m/8Aaq9/0NP61D/gn6b/ANqr3/Q0/rV6ZoVjHmb/AIJ+m/8Aaq9/0NP61D/gnab/ANqr3/Q0/rV6ZoVjHmb/AIJ2m/8Aaq9/0NP61D/gnab/ANqr3/Q0/rV6ZoVjHmb/AIJ2m/8Aaq9/0NP61c/4J2m/9qr3/Q0/rV6aoVjHmX/gnab/ANqr3/Q0/rUP+Cdpv/aq8/0NP61emqFYx5l/4J2m/wDaq8/0NP61D/gnab/2qvP9DT+tXpqhWMYbw56ARokC28fFd3NbqchGtEG3h86pGf0G6c9z28Or3EMnisKkD662GhS7Fdh3OqMstvRGkaFZ9euZ89C0Cgr7jmn9p6NexUrLrdxOufZ54V5l+Oa0ShQWOKdpB3MoKejsKd9WlZfAwL+ulH9HsLj2tRmz49mP11eqFNVAsz1vRqhYkavNjwMKn9NdT0bpG2Y9XnHl2KkfbWg0KZSa6FasFCvHU1zOsl8PWJtrhx+6N+OfOnFnczm23nm+d/hG8R51yLU/Q6/dvqevaFeV4bibsk+Wl+aP74fD30f1ib/DS/zh/XQ96+g3un1PUtCvLYuJv8NL/OH9dI3zSz2ksfbTZKnHyjde7vre9fQz0n1PVVCvAvHtxdPoUUy3NwGilAOJW6H41RYL+8yP25dfzz/rq6yWrOeWPa6PppQr5tQX95n+67n+eb9dOlvbvH913P8APN+ug8n0CsV+Z9G6FfOX127/AOt3P883664b27/63c/zzfrreJ9A+F9T6N0K+a2o6hfRxpIt1clFb2vlm/XSR1C6dQy3lyQRkfLN+ujvF8P6n0uoV8yZNQvM/wB2XX88/wCukm1G8/65dfzz/rptwHA+ndCvmdYXV6w5/W7sk7D5Zv11aUkvLSBY3urkyH2n+WbY+HWoZNQoOqOnDo3kV3R9CKFfPU3t3sPWrk/+K366497dAAetXP8APN+ukWrvyLP2dX8X2PoXQr55esXZGfW7n+eb9ddW6uxjN1c/zzfro+9fQX3D/wC32PoZQr58rfX2Iwl1dYZ1V3WRmKLndgCdyB0FTutXNpbanDHw1rmsX2nLF8vLqCGJzJ+Rg7jxzTxz3HdX3Jy0lSUb+x7poV4Gm1O4Of21cfzrfrpobu7f/nVz/Ot+ukerS8iq0Df8X2PoJQr58SXV2P8AnVz/ADzfrrgurkHmN1c5/hm2+ugtYn5G/Z//ANvsfQihXg7TtTuEiPNczk/wrfrphqGoXUsu11cfCVv10FrLdbTP2f8A/b7H0AoV87prq7Gc3dzj+Gb9dctry7LYF1c4/hm/XTe9L0B7h/8Ab7H0SoV469Een/fnXbuLU5p5rOG0eYQGVwHkVSVLb7gdceNelrVyNT03LEj1Jid/NaR61LyIZNPsdWW+hWf6rKw4YvzzsD651yf8OtZV6c7qT1mMRTSqRfsPZcj+8r4Gg9dX8IcWm8SW2z0rQrwwbq5C73Nxnw7Vv11F+t3X31s83Vxjt49u1b8cedaGuUnW06pezXFXu+3/AGe+6FChXeeWChUfrpIsDgke2KrDu34zfTSuVBSLvQqgyO/4zfSaZTSOrZDP/KNL4g2w0uhWarM/47fyjSizP+O300d5tho1Cs9WZvx2+mkTK/b/AD2wQfwjW3G2GkUKzrtWz89vpNGWV/x2+mjuBtNDoVn4lf8AHb6aMJH/AB2+mjYKL9QqiCVvx2+mu9o34zfTWs1F6oVRu0b8Zvpowkf8ZvprWai70KpPaN+M3010St+M301rNRdaFUsSt+M3013tG/GP01rNRc6FUvtW/GP00O1b8ZvprWai6UKpfaN+O301wyN+O301rDRdaFUrtG/Gb6aBkb8Y/TWsFF1oVSDI34zfTXO1b8dvprWai8UKo3O347fTQ7Rz+E301rNReaFUbnb8ZvprvM34zfTQ3B2l4oVTIxIx2LH405jjK7szE+/atuNtLVQqt8zeJ+mu5PifprbjbSx0Kr2W8T9NGHN4n6a24FE/QqM03PrByT801J0U7M1QKFCvIv3Vd5Pb+ky1SKaZF+90RwkhUfPk8DSzltVj44b5UeuqFfOuHU7k4zeXHuMrfrp2l/c5z65c+/tW/XXO9VXkdS0V/wAR9CaFfP8A++N3KmHupZB+VK3664l5dKH7O6vI8LnaZmHX30vvi9BvcP8A7H0BoV88bvXb8fJ+uTMP4RgftqR0y+uoIO2mu7nmYYX5VtvPrQlrNqtx+5o6Dc63fb/s9+0K8FffW5X5l3cHxzIw/TRzfX8g9me4AP8AlWGfrqf7R/8Ar9/+iq9mX/F9v+z3lQrwalzcx5Mt3N7u1b9dFGoXkjZjluHP4xlb9dD9or+X7h/Zf/3+3/Z70oV4QiTUJAWa5ugp6/KsB9JNI3VxKickV5Kx6nkmY/XmivaKbraK/ZjXcvt/2e9aFeFOHzqdwJZIrx4kjblDu7E/AZrmqXV3Y3Dc8lzNMdxLNMxB9wBwKD9o1Lbt+437LdXu+3/Z7soV4Ng1/ULh/k5Lh3H40rAD4ZqRhbUro5udRmjH4scjZ+2s/aNdx+//AEZey2+pfb/s9w0K8Y2MYtyWjluCwHzmmbP1mo/iOC5u0E1lNcm4APOElb2gO/r1oL2nFutpn7KaXzfb/s9vUK+f2j6lfRTTL61cbRkjMrePvqWuNRn/AGPXLtczqZpeXIkby86eftDa18Pf1FXs2/4vt/2e66FeCLO+dLUr29yxI6tOw/TVUvrm6V2f1y6Az/hn/XVcWsWSW2qJ5NA4RvcfSKhXzQ++d+WCi7uSP4Zv107hurw8ubu63/yzfrq0syj2Rjpt3mfSShXziNzd/wDXLkDv+Wb9dPoWvXQ4v7iM42Jlbb66X3hVbQ3ujbpM+h9CvG/AnBPDvE1iLf8AZfqNjxEfmw3bkQufyTncfX5VXuOuDuKeELkR6yLz1bJEdxHM7RP7mz9Rpnldboq0ItOm9rfJ7poV8/8ARr+ebULeK7ubho3Jj5hM3MuRgd/nTWeS8id0N1cHkJVh2zAgjY53qL1iXaLrQX1L7H0KoV88ReXoIC3dyFHTMrHH10dr+8IxJc3LDxErH9ND31egf2e/5vsfQuhXzt7W7yTb386t+KZ2U/QTTW4vtTt5ALia6B7iZXXP14NOtUpdIV6Frt/Y+jlCvm4dTumB5bu6B8O2b9dI+v3ffeXJ/wDGb9dP4/0F90X8x9KaFfNY6heY2vbrHnK3669j/cpyyTeilHlkeRvXpxlmJPUeNPDJudEsuDw1dmxUKFCqHOChXmy5syt3cmC4uYi8rk8szEZyd8E4pB4b5GylzK4x3yMD9tT3/Qr4X1PTVCvMLXF3GRzyXI/z2/XXDfTsxRbmYnv+UO311vED4P1PT9CvM6XE4G08384366MtzOOs8w/8Rv11vED4P1PS1CvMpu7gn93m/nG/XRkubg7meb+cb9dbxAeD9T0xQrzFLqk73JtLa4mEuMyPzkiMHx36nuFPRdzqixW80x2xntCcD6a3ifQPg/U9IUK88wySRrjtpttyTI2T9dKLLOTlZ5QPDtD+ut4n0N4P1PQVCsB7WcbtNKPH5Q/rrhuJ5BiOeVQfwuc/VW8T6G8D6m/0KwVJnTAEs2B09s0qZ5sjlll/lmh4n0N4H1N1oVhgkmzlppc+HOaN6w6rjt5f5ZreL9A+B9TcaFYU807dZZR/nmiNNMBgTSj/ADzW8X6G8D6m8UKwXtbj/DSe/nNFeW4II7aX+Wa3i/QHgfU3yhXm0pPHepcLc3BVGyUEjfE9fqqdWWSdAxmkwe4OaCy+qC8C8mbrQrDGlmX+/S/yzXfWZyuGlkx3+0c0fF+hvA+puVCsNMzgZ7aTH8Ic0wutVeGTDvIq42zIeZj5L1reKbwPqegaFedY9Q1C55+VmiGMr2sjEn6NhREsrieXtJ76eQ96rIwH21vF+hvA+p6NoV5J1rWNQ03jLTrRTfNC7K0bI7tGiAntGfffY7Y6VeVncqHjmkdHGQ4c4Pn1o+J9ALDbqzfaFYL200mAZpcd+JD9FKxl0YcssoGOnOfp60PE+hvA+putCsN7eQbdtKR5uaLLctEOaa5dV8TIf11vEN4P1N0oVgL6lcueW1WeQfjtIVWuhryX+6b+aNfxYWK/Wd63ifQ3g/UxvUdUuINR1COexYftmTmMb8wU8x2z30pZ8RWCx8kryRNnPtIfH/ZSGs2skmr6lOtxIga6k9kdPnmm0dndMm00bgno6A99cXw0dfJa7TXdOljVY7yAkADBYA/XUjHcxybo6t7jVCk0yZh7djaTHGfZyppuNOWPf1G7hfxhl6Uu1PzG3SXkaSH+ijh/Gs5iuLi32i1S/gPhNHzD9NPYtZ1NCAuoWE4HdIvITW2ejDv+g34rte00zVrYDdMsvw3rLbYdDWwuz36l7hY0kuImVhG3MuRt192KyBFMUrxnqjFT8DXVidxo5sq5sfQ9acp0pvAM07UbUWKjoor7ChIWXflyPKkTMG23oBCuyhsMModmA7xSGozRTXDNb20drDgKkUe4UAY3PeT1Jo0/uPxGKZyN3UyFYk9IohllCr3n6KO5p9pNq0hXlHtyHAz4UZS2qw44OcqRZuD9MWa4NxIuYoB7IPe3d9HWnmrDknbPWpjhuJI7cxx/NQfT4moTXpALsqW957xXlObnNntQhtjQxUuSSo9kd5pSONmb2gMeRpe3kjVMRnm8j3U5tosnJoxbs0mE7D2c00mHK2KlrsrFbO+CcDooyTUfcKCQxqr6J2KW0eYskbUjLLy5qWs4eezJ8qhLhMSNmpxlbGaCoS7b1IRR+z40wtxlvKpiEYTypcjHiqI+5ATp18aac2T408vgQdulNoo+8/RTQ6FkHRmRTXV9pt6VdQIqRQjNN9RbELrbOaSs95R3CjXZ326+dd0lY31G3S6leG2Z8SzJH2hjXxC5HMfKmSvgDaSs2D0JEJrl+PGxk/omvQFu+dR00j/qTfatef8A0ULBFxTqi2M81xaCzkEUk0QikYchzzKCQN/PpW8Wh/b2m56+pt9q1yZXtk0cmVbmmM9Xkxwzfj/vn/8AnWsj9NUmdRwenrzH/wCitarq5/4t3/8AG/8A/OtZH6bP7rJ7/Xm//CtC7f8AUfTKpJmcyTqoO+aiXlJ1axIIwZ484/PFLmIg80j+yPHYCo/74Wo1aySN+1b1iP5vQe2O+q4McnNUjtz5YRjyz6JUKFCvdPmiN4g/e4/nrVYbrVn4g/e4/niqsx2qU+xoiMnfTSfpTt8Y2prNSMohqr4ODSqttTWbIfNBJD41kx6HwaiufbQ0gJM10tnHkRRsFDjOaMGpHO9dDU4tDgNRgaQBowbasBoXDUYNSAajBqNgoWDV3mpEN510N51rBQvzbUOakeahz0TC4behzUhz+FDnrGF+ahzYpHnrnPmsYX5q5zZpHmoc1YwsWrnNSPPQ5qFhoW5qGaR5vOjZzWsIoDmuiiqKcRQlsE7ChZqCKMnAGadRQd7/AEUdEVBsN/GlBWDR1QAMAACjDrXBRwKAAAUcCuqp8KTu7q2sU57qZYx3A9T7h1ogFlUmhK8VvGZJ5EjjH4THAqs33FDtlNPhCD/CS7n4CoGeae6l57iR5X8WOfqoXQyg/M0DQ9Ztr3VGt7VXYCMsZCMA7joOtWKqBwJEyaw7MMfIsPrFX+ni7ROSSfAK8e/dZg/2TrYjP72xf05K9hV40+67Yr6U7XDEf2si6fnyUuVXErp3UzIUyO7NLLIQdsio5JnJ+cWpdJW6ZHw3rilA9GMiQ9YZVySD76USduymKjBCE5+imK5fencO8FwBjJjPn3iptJFPIGmsZeeS6k+SXuYZye4U6Q+2CxAyNgO4U1towAPZVceNP4o4zhpGyPFthUcj5K41SFbctnEa82fGpO0sZ52AXOT3KM0W0AAAtrYv4PKeRPo76ezxu1ufW7wYG4ijPZofLIrkk7Z0roOYLCyI9buV5/8ABxjtJD8BsKPGbib+4LFYI/8AC3HtN78dBULJcyWg5reGNV8FG/vz31LWVxPeRKk10I0x0Rcn6e6puNK2UTvgjtTYkSRTSTzTEYV5Wwo81UVZOGtD4A1HS4Y9S1jV9K1fGJJpYhJAW8Ry9B5U1+9cDwlGDAE55nbLZ8RULf2j2bchIIYqVZe8eNX0+oUOErI5sG/t0XiX0Y8QC3d+ENY07XrQ+1i1nUS4/NO4qt30M+jI1rxHw9f2Lv8AOldWbPnvTbQb6azctCeTcZYHlOffWh6Xx3rttEscuqLd25zm2uI/WVYeGW/XV5ZsEvnjX4EFjzw+V3/v5mQySRLdN6lcCQA7N83mHhU1pl1LKo5Y3z34XOa0W8l4R4hZjrXCKQTN1udKl7JveUO1V6T0f2M12X4a4sitV6JbawOxbPhzjK4oeFiy8Y5pv+jG8aeN/vItDGJLmRyGMcSHGA3tt9A2olsbm31GSKW5keIkPECoG46jb7KkNR4c4z4fTtb7QXvLTGfWbE9shHj7OaiRrWm3eYbmR4JfxJV5Cp8q5smDNj+aPB0RzYp8pjPXtNDpfXdsvKxgYuqjv8ah9UZ4uGNKgVuUueZvE9TVvs5ye1g9iRnicKw3DjH21UdSnW9e2QR4EKkDPf5/VRxSk6UvITJFcteYwsrf2+Z3ZsbjNMr+XsoJ9gSxwKedpIkvtPlR8KbdmJ7hWb5qnmArrh81y6JT+WkNrW0Eca865kI3pwwCZX7KcSsI1BPzu6nVnp2IxLdH534PeB407n/HIht52RInkcqGjAYL1Gd6WivmXaUYpcwta3HTmTuPjUjHEl4oWWJCh2GSBis86/iXAVia+ViFvccw+TYNvnlNaLwn6Vda0a3+92qQxa5ojDkksrw5ZV/IY/Yc1n9xw1MidpZTKx/EJ/TTAXU1rL2N7EwYfjbGnhL+LGxJxvjIjaNR4C4W49t31D0cagllqYHNJo923IwPghPT6xWTcVJfWGsy22uWbWWpJhJlIxzkfh48x3jY04tJYpwDFIQ4+aQ3K6+4imOoaRNI7usj3Ge6RiXH09aM80ZcSVMMMU48xdoYCU4yvtDxU0qsuU3ffNRLO1vMQcowO4xvTqOQOgJGTnqNjU5Y/MdTfmSKEMntgN7xmlzbRzRhRJyEb46ge6o2Iyp+5Hn8icGlFvArYlUr7x+mouEu4lVJPhktJb2l0mL+3gNx+DcqSgfyfHQ/lYx41EXlhZRySRyS3FnOvRJk51P+cv24qRsZUeT2WyCCN9x0NFmQSw9kyiaJR7IB9pPzT4eXSjjySi6bDKEZIgHtmUnkZJgO+Nub/bXsb7lAY9E6DGP2/cfaK8iWFkFleQgjuB6GvY33Ma8nowUBub9uz7/EV34MieTaedqsdYt31NZoUKFdp5h55nH7an/hG+01wCl7gftmb89vtNFC79KizpE+QGkZLKKQ5KAHxGxp7yV0IfCgMiLOnsu8UpHk4zSE9pcA7xll8UOanOU+FA7UAlYJVHAclSdhzDGaMs0ch7KKTLEbsu/L/tqwSRJJgMAwPjvTP73QCQxWcYU5y3JsBQaCmRlvYRIBFD7Kk5kcnJbxz4k070stI0kctp2cStiPJwSB35qQawlRQIihA7jtSBjljyZo3HmBkCtYWkxw1lk8yTMo/FkG30ikpTNbKWmgcxjcvF7Y+gb12C6w3LHJlvAd3v8ACncdyV3Zd/FdqNoG1oZ2shvAHfKQ9VjbYt5sP0U+BXPhSnaQzLiVVY/lDf6RSMtoWeM28jIufaBPMAPtrGTa7FABnaj4wKbSJdRAkQicAf3lt/oNEiuecASgxt/g32PxoUFSQ652IwhyPE91dwOvU+NFSVWGGGB5UdUGdm2rDBS5BxQBVuuaDrynfr5Uoq5B5tqxhN1Gdtz3U3knSBZHuGMcaAZbuPlT0oAPZokkKSxskqBkbYgjrQMVm4vZYLPV9QXs0tEXtogzbggYOR3Z7qndMlF1YW9wgIWWMOARg70XUNN++et6c1xMtvpkCLG8cK4Psg4JHfSkMjRxIrk9pj5oG/xpn0KrscDbqKLNNGo+UYI3cvUmikyOOoiHlu1dWKNAWXAPexOSfeaQYRxcOw9kRR9cndj+qjLaxgsxXmdurHrXFugZeSNWkXG7AeyPjRpeeXAdmVR3R7E+80aMAQxqMc3MetKBcAYAWixoFHKi4A76MwA3Jx4k1jEHcafeNxZYajGsU0Fu45o5W9hkxuCOuSanIoI4g4hRURnZ+VfmjJzgeApFrmPkZYgZWIx7Hnt1qO4fsrzS9Dgsbm4Q9gCgnbcsMkgkeO9Hd5A282TDhUGTgY76aJdh5+WOORwF+djC9fGknmj6RpJdOPo+k7CmGoam1oUF08dvz/NVQXP09BWpgckS8hkYZd1iHeE6/SaQ54EfnjiM8nu5j9JrkMKMqySMzHGcuc/7KdxhCPZGceNHgHLEVkuJVBZViz+Cp5iPj0oGIDeRv5RzSjvjbOPdROV3bITJ8TWv0Bt9TKr4Znvj43Mn9M1y3T5JMeP6am4HtJLC5cRo5a6ciUDOR2jVM6daxS2lseVd26geYrhbOjdXZWIUzInuFH5cSH3irkmjK9xEECkFEPTypnc6MyzyAx9CO7yqW6uyqafTK4yAg8wFNGs4JVYSQoTufm1ZJtMKodjnH6Kj0s3y3KOgO1OpgaIoWEFlawyW8fIrS5cA+O36KzfjTRfvddS3kQIjaT5RT3E9CPI1sslk76SylDzbMue8g1X/AE0WltDwe7ysqXBlRYh3vvuPgN6rhy/Eo+pLNjuLZjtvcDbB+unqTjGM1XFBA2pVWcdHI+NdrgcSmWJpeYDDYGO6kg4iJOQfeKhhPKPw8++g11IOuDW2tDb0SV3KJHyDtjAphK4pBrhjSTzZoqLA5ocQxmecIOh3Puq3abAIYO2YYZxhB4CozhLTGv7pIgD7Q55D+Kgqwal7M5UAKF2A8BXFqMlvYj0tJipbmTfDb4SUE7moTWbYyalKycuCenhUtpNndxWiygIDIMhWOGx40m9lctOWaBj4lfaH1Vyxg02zreRdIY21tyKAPiaeABF8BmlJIj2JWM8rEYDYzij6gkQhtWt4nhEcQSUNKZO1fvff5vuG1USXmybbvobzyDsmBONqZz47qTmmyCuxFKFcrkdaEpUMolg0uP8Ata5HhVZumPaOT41aNLkVNJfmI6VU7nmkd8dM1LHy2PIQglzMBirFapmPeq1bLyzDO29We0EjqqwRmRz3Ctm4DAZ6mAik9/jUfbMJCdzyjripHiGwuIrfN0UjkJBEfNlseYH6aibTIjIB278d9HFzHgWfY6uBgZjbKHubqKbg70pOM2xGSNx0NNy2DvVaokEuDvTzRBZ9t+3nlH4oQbH399R1xJnpmhaljMvdmjXBja/RaYPv/cm0CiMWUg9kd/Ia3C1z98dN/ibfateevRdfxWOo3gjhuLy4a3kVYbZeZvmHc9yr5mtotE4ovL/TuT72aUptG5eYNdSYyvXooP01yzi5O+jnyuqH2rf8nb/+N/8A+daxj0+3ElrzSRKrOdRKjPQfIrWm6poWsHh+9e44ovmxdYKRW0SKT2yjPQnzrKPTTpt7bTGK81OW/jN8SvaxKrhuyXfK7EY7sVXFjXiK3fJKM3tbXoYtcyXV2fl5GYfijYfRSuk2uNUstv7/AB/0xUstlv3U/wBLskGo2hO57eP+kK9qM4QVHBKE5uz6A0KFCmEIziH97j+eKqr9KtXEP73H89aqj99Sn2PHoSY5pvNS7GkJKQcY3IyDimqPtT2YbVFytySEUt8lYoeB6OjcxxTISUrDJiVPfRDRKNGyn2gQfOi4IqTY57qIYkbquPdtTpkxgKNnFOWte9W+mk3t3XuyPKmsFCea7zUQjHUUKxhTmrvNSeaGawBXmruaSzXObesahXmx31znpPmrnPWNQrz0Oakuauc1Y1C3NQ56Q566GrGoW5q6GzSQNKICx2rBFF6ilokZj7Io0UGN3+gU6UADA2FCzHIolQ5O5+ynAoqilFFYAZRRgK6qVG3+v2VkSiMbiYfgx9B7z0rGJVEJOKbXuq2OngieYGQf3tPab6O6qhf69fXoKhxbxH8CLYn3nqaYw27NvjlB7z30L9A7PUm9Q4mup+ZLNBbxnbm6ufj0FQwEkzlmLO56sTk/TTqK1VTuOY+dOljHwrU32Hco9DSO172PwFO44go9kAUqiilAtFKhG2yX4QXGqN/BH7RVzqo8JjGpN/Bn7RVuqkeibBXjD7r/AP8Aira7D97If6clez68Zfdesv8AZUtV5SznTIcYH5clCfRXB8xicfUZO1LI2H27vGiCKUb+rSD/ADa4r878ixszZwBjfNczVnddDxJT1PT6qkNPliEN12riMcgUZ78sOlRIaWIntopVI23U7VMcKzj7/QN6taTqFPMt1B2qY/NyKjKKpt9FFJ9LsfwQ2xt3aM80mNix6U/tLUy2Mb2Y5rvfmyhbGPPoKsmpW2jrZtc3vClmUJHymm3klu6/5rcy1HW1xwupK2WtcQ6Nn8C6tkuIwfAspB+quXwlkXwTTOjxnB/HBorlybjtV9tg+cFWO9TGhmAmM3SITv7UpzjfwqRl0CTWYg+m8S8OX7hhjtJDaSg+GHA+2o/UtA13TOUXuiXZYdJYcTIfMFMihLT5NtV/QaOpxt9k9q0dlcWjK8qmfl9ggYx5YHdVe7C6s3DxqUjbvYYDe6lNP1pLZhDdj1Ru8yRFD9e9TcV7Z3EbKj+sq3UFgB+vNcE1LE6kjrg4z5TGFhKLjLPOxbvVBg/SaLxDCkcVuUiZCxxzMxJO/fmkbuCSzl7ezcjfGe8eR/XTXUNQa7t4zIWMiPhs0IpuSceijpLnsLa2/Pbu5TKA8pPgfCnlrftY9mBGGXHVt8b0fh2VRBOCpcM2CO4jzoanaciLJAPYA3Xrjf7Kzl8TizJcJolY76S5B9sbdwruUZSk7qysMMp9rNVP1qSCQchLIe6pSC5RlXtJlAPdnJpHha5XQVNeYvFqmscNXIm0TUru2h5gw7KUgDyZehq0J6Q11yIwcU6Bputkj2pHhEMvwdarvaxBfYVpFKkEY2PvqramUs5g1rMOU9FVslPL3V24M2VKkzly4sTd0XPW9J4VltWuuHJNa0TUgQUtnZZ4STtgNkEfRVIZTDJyv7ZGxYeOetdj1lYjG7Rs7oQTl+tMptQkllaRVSPJJ+mq3lyO5pEkoQXwseTxgoxbfbrTK3ASNnY+yOtISTTSowMjNnuXv+ik7tZoooYHSRBjmJYEZqscTSpvsm8q7JDTkFxc9tMrcgPsgd9WDbHsRoPNjk1VILx4gqkcy93dUvZarbsVRjyH8v8AXUc0JN3XBTC4ri+R1Pa+sKqM5GPm4HQ+FMYo3t5/aXDefT31O2rRzJhTzqTv2Y5vrp+ujz39oF7P9sox5HJADL3AiufxdvDOjw75Q60NY7i3PPu4HRRVL4+i7LXYlwwUxL87rirPw9LNp93y4VCSQwZc48sVB+kvmOuwO7ly0KHJAGN+m1PppfvaEzQ/dvgT0bhm6vtHS+srhFfnZTHJsDg9x/XRGu7rTZjBfx4KnqCGHwYbVbuA7W3k4WEkyIXEzgFt+/zqW1SKza2aG4WLsyNwcYz41p6tKbhJWCOne1Si6KBOtlqSDtFBbuYbMPjUtwdoHCFxLJbcU6hqFi8hxBdwhWiQ93OvX49KrHEdg2mXizWLc1nKMqwOQD3jNR33wl507YEKDkGu7EupQdo5MslLiXD9TQ+MPRvrfDEAv7cx6xobe0moWJ51x+UB0+yqnbpHcIeUBh5npUpwdx5rPCs/a6ZqLJG/7pbuOeKQeDIdvj1q2RNwf6Qbsv28fCPEcnzSq/tK4bz70JppY45H8PDEjklj+blFHtdDJnEls3K3K3s5/JNRMhurOQLcKR79s+6rnr2h69wfrNvbcRRG3tJMqt5COeKQEEBlfp3g1E2PD0t9OFmuwQSQJA3OCe7fpg1zS3Yv+Y6IuOT5CHN2kmDzFSNsnwr119zAeb0Xqcg/t6foc94rybYJaq15DeW47WLI/dCCCPCvV33LP/wsXbH7en+0V1aSvEdHLrr8Ln1NfoUKFekeQYHcD9sy/nt9prgWlbhf2zL+e32mgq1I6QBelGVfOjhaOFpQiYWgYgw3pcLRgorGIu4srguvq8gCk4YHqPdTy3tlgTlXr3nxp0q4o4WsGxILtRuzBFKqtHC0AjOSzicHmQEnvxvTZ9MAx2UhT371LBa7yitQbIF7OdOih/MGke0ZH5SGjb8rbNWTl8qK0SsNwCKFB3EH27cpyVJxsTvTS09dN05u5oZLYn2Y+Utt7z9lT8mnwMebkAPltTeTTWGeykIPnvQ5RnT7EBaQMxaJ2jY74Vsj6DXfVZxsrxuPEey30Hak3tbiPfsw2O9TvQS4ePYsR5MKO71Nt9AdssBxIrRknHtr1+NKh1cZBHwrq34VSHI5O852+g00uZNOdGnZOXkIJKEpn9BrWmblDwAfgnJpNpyDyglz4L+uo3TpvXo3dnbslcqF6DyyR1qRDKi4T6BQYwMNIPbIRfxVO5+NAqkSbcqj39f11wNn5w+iuCJCwbALDoTvitZjofmHTA8fGuhVYnmwwx30GdF2YqftpESSNOwWLlTlGGfbf3ULDQ5GAM4G1JNPEpI5uY/iqMmidizD5aRnH4o2FCQhUKwqAfdWABzMwLDlhH4zbmkZJIWHzZLpx1x839VFtUknXnuYmVgSOVjmnXsrtgD30eAc+QivbsAFCRL4Lufp6V0W0fNzyku3i2+Ph0pYEtsgY/VSiQyH5xC+7ejfoCl5iZAC7An30mQjEcyK5G49nNPRAgxnJ99KBANgMUKNdDEQs/VQo86VS2AG7E065a7yimA2N1iVNlUAUcLvSpWgF3rAZkt4zRzX6qcL63IMd37oaf6XcskMJUsuG6j3ioPVio1DUW7VkLXcnQ7H2z3U406eRYYws0D77BvZPUV50jrirL1p+pyR3ELMFcBE6+6nUmqo08hZCNx0Oe6qzaXjFoi8BPsr+5uG7qVVzc3bCMyoCOjLynOKluY7xx7LE2oWzg8xxt3r5CmsFxZ5clkHst+D51FXCer3TRSyDkOeUtseg/XScCIxbDqdj0YeNZO0L4aNK0bVdETQUhu41nbfKCLPee8150+6AlGqapa3drHywRu8ar+Lnu+qtk02zD2CkBj7jWR+lSyFt67DynCSpMmfBv8A2abTOstsTLjrGZAttKB8xvgK4YmXqrD4VKqxHTpSnbMB416niHFsRB48aKwzt31NvcLjDxKfhSN1NY87iG3aOItzBWPMR5ZplMVxIVhjNGtYTNMB+CNzS9wbc/MyKtvAmg+tO1zKuYofbbPQt3D9NDLlWOG5j4cLyTotPAunC1t351xNIuW8h3Co7Vl5byQ7HB2zVm0Y9nNKx7wagdSiMlxISOprxVLdNyZ7lVFJHItYvHx2vZPnv5cfZUnHdTXMTxxoFIjaVyGx7I67n7Buahuy5Ezyk7gbDNSU6dnaKx33qyyevRFwXkAFTEjLncA7ij6nGosEOQM9/jTC5kb1XCZMjbADu95qdv8AA4etIz1VRnO++KlKfxKiyVLkgdN4X1XWYnm0+3VoFYp2jOFGRuetG1PTbvSz2N7B2chB5TzAhsbHcVsHocshPwqW5djNL9hqt+mS2FvqNmcYysn9Kh4jcnFiKXNGbWt2yQmNj1pORQI2PjTSNsz486dSnI5c7Hb3V0KIWyNjb9sfHuqy2g+THdVadEi1B0ilE0YbCyKpUN54O4+NWqyiZ48IMlFLsM9AKlqODRkuxrqyKbKIqXEwz2wJBQ+HJ3j45qFtWAQ1N3zCS0kKZIA8MVVluo4sh2yfxR1q2JOS4RPJKMO2SE0o7HA65ps3Xc1yxs9X1cY0vTbiZAfnIuR9PSiX9pf6XcdlqVrLbykZ5ZB1FXjit03yc09QkrSFRGGNLxRhelI2naS7qjY8T0qRjhKjL491U8JR7IeNKfRqHoEjH3y1UADJtZf6Br0NaR/210z+JN9q1599A3s65qo7vUpSP5Jr0PbN/bTTP4k32rXDkinNmySfCIvV0/4r35/75/8A7C1kXp5tGmu4+yQu3r7AKozn5Fa1/V2/4r34/wC+f/7C1nvpN+V1sDwvZP8A8KVrUZWvqbDzwzFodEumAMgWMee5pzFZQWFxbTXL4RZ4wWPTJcAVcZoGAykfMfDOKqvGcV3Hp0Ek3YxxG8gXkXJJ9sd9VjkcpqJ0PGlGz21QoUK9Y8gi+IzjTT+etVNjVr4l/ew/nrVRapT7KR6Ct0pB+tKMaSY0jGEJdwaib2Mk7dal3NMZ8cwFTkVgRbcyDoaIs5VgSehzV1NjFcI2YUPKoJzsajbrQIWYgF4mx0601MbciVB5gCO8A0cbChFGUjRc5IUDPuo2MGqE2cFdoYruKwArKG+cAaSe2RugK+6ljQrGGbWzD5pB8jtSLxuvzlNSJrndWsxFk70UmpJo0b5yg0g9sh+aSvl1o2ChkWrnPS72sn4OD7qayxyJ85CPhQsNBu0rnPmkATRhWs20WDZo60nEjMdh8aewRBdzua1mo7FCW3Owp5GgUbCioPGl0Wt2YMgpZFpKaWG1j7S5lSJPFjioS94nRQUsIix7pJNh7wP10DU30WQ8saF5GVEHVmOBURfcS2sGUs1NzJ+N0QfHqaqtxPd3781xK8vgCcAe4dKUhtQPn7+VG76DtS7Fr7U73USVmlPJ/g49l/2/Gk4rU4Gdh4CnUcQGwAHupwqAd1avU270EYYFXooz499OVjoyilAKahewqrijgUBXRQFZ0DajCuDpRhWFJnhT98m/gz9oq3VUuFP3yb+DP2irbVI9CsFeR/upUZPStZTR45hpkYORnPtvXrivJX3UmqxWXpQtUngMyHTI8qPN36Hu6VHU7tnwnTo6WTky5ZBekLIFRgNmzjH66rFmez1obB+WVuvQ06m1bmaXsLcqjfN5m3X6KiSzGQvzEOSSSDXFhxOKafmejlyqTTXkX6KO3nifsixkIJKgYx7v1UyWFoJIxKRDISVDD523jVPXm75ZNvyjSgJJBJZj4kmkWmriynvN+RfJL4rYyRTvIwOApLjlHvrlvHbXFggM0UbgncsMHfvqkAMw+Yx+NKLEfxMe+p+6pLsZaj6FiZbNJSlx2bLncqwyPiOop/FFb2DJcaZrrWs2DsshBHxWqiqEgfNGD0zSqKSd5FHxo+E11JmeZPhxRb24+4gtgkdxqcWpQrsFuYkuBjwPOM/XSX7LNLuh/bLhfSZHzntLbntW/wBU4+qqulurhmV+cDqQMgUFgiLDlkX4CuhZGlTZzuCb4Lh98eFZ0bsH1/SpSNh2iXUWfDfDYqAv7iJUQQ3PbsSSx5OX3bU1FuhP7oMeVCfT5FjDRq7qw2IG1I1jlJPoeLlFUS3D2qQwCRJzgk5GWwKnJ+IrCKNArqxxgiNM/WaodvaXUshRLeUgbnAzj6KeQ20Eb8t2ZFIO6leU/XXNl02NycmXx6iaikhzqOpQySubWF0Q9z1GrdSR/ufs5q6aHecOwY7bSllPe7HtT9B2rnFlpod2GudClaKbGWgkTlDfmnp8KEckIvbQWpS5sqVsL3UZlhgdpG7lZ8D66d3Oh3kB5bmSIN15VPNiolBcWsvaIroynI2qXi1xr1QJdpB8KvPcuYdEV6M5pejdvqaxXDubfkZmK7Han1pplsXbljBA6FtzUt6P7JdY4nh02W/trH1pWRZpz7IbuHvPdXoTS/QNpdsOa51e7mc4J5I1Qfpqfh58re0fxsGH5zEbUCKMLb20KqFHtHbO3gBVZ40aWSe15+QHlPzRjvrRuK9Li0TibU9Nty7Q20ojQuckjA61n/GCfKWp8mH11y4W45nF+RfKoyx7l5jDQtNivLWRp1OebCsp3Xam1/oyQsw9ZiDdwIIyKmeHZ4ItKlWUhZBKWDZxtgZqM1R1e9LIxZMdxqm/IsrV8AUMbxq+xhDDeWjK9o8iHrlW6/Cp/S+Nr/Tn5L61juAPwsFGFRi3MACBxjAx453o8uo2/ZlWjaTuwQMY+NVnGOXicLJpyh8kizX3Euk61aG7yLHUkbDwv0mGNnU9M+Iql6/dyXssTzMrMEAGPAdKbXT28jsYoDEO4BuaoySQCYryuCPKqYNJGEriJk1MpR2ss+lXsqaYIvWzGgYnk58Y88Vy7v7cZPb9q/5Iz9Zqurv34o3sd2Pppnp47m2wLPJqkSb63L6lJbLGjRucjn/BPlUY6zP+6nA8KMT5n6aL1ON6pGKj8qJuTfbDxIAwypPvOKmbK6aJcRrAme/lyfrqDIwDv9VdiBP4WBSzhuXIYujRtF421mz0ufSjepcaZOvK1rcxCaNfNQ3zT7qhoLiCCMLEeQA5AHQVDWQ9pcMpPdmrDpujrdcoVObPcGxXHnmkqm+EdGGHNxXJB8RTB9SS+jAxP7L4H4XTNetvuXV5fRag/wC/T/aK816hw4JYWQGWLlOd1zgivTv3NkPYejRI85IvJt8YzuK6vZ+aE2oxfSOf2lilDHua7aNUoUKFeueGYZMv7Zl/Pb7TQC0rMP2xL+e32mgBUjpOKtHVaMopQDzoMwQLRwtHAowUUDWFC0cLRlWjhawbEwuKUAowWjqtYwQKDXeSlVXyrvLigER5K5ybU4K7jbagFrGEOTahy04KVwrWCNymRvSUtukgIZQR5innLXCtY1lcuOHLSZyzFx7XMMHBU+RpKTh63UEIqOD3S5bP01ZimaRuUcRM0aF2HRfGhQbZXntZLdAOy5Y1G3IPZH0Uxn1COK9tLcox9YDkSAeyvKM4PvztVlEV1J84rCvlu3011dPgDczJzufwn3NChr9SDEjHHIhPmdhRwjv+6N7P5O1S8tjGQeXKnyqF1lxpVo1xOxaMMqkqN9zgbe80KDaFY1jQewAPcKDO2PZUe80WNZWLBlAwcZ8aWSAd5J8qxrEObxOTR0Vm6Jj37U5SNR0AFKBd6NAsbCAk7sceApVYVBzgZ8TSwXrXeWtQLCBaPyihjxo4WiYJy5xRsUfG4ruKIGJ4rvLtSgXNd5RWAJAV3FKYoBaxjBNS9u+vGI63LH/XNJ2ki/JgxtksNx76PcrkOQWbnYOSxyd2JpTSYkFxbc4U/KJsQ341cEqo7VxQ7tZYxCpIdRleoPjirNw+VLMVR5MZGVGfGoOGKJ7KPlaIfNxiYj++Y7//AH3VYuHQUkkHNnDsPnZ7zUKVjzm3Gg/EzCO+U4ZMsch1x+AKj7Z0Ye1HEwLY3QHapXjJDLdooBOCx+aD/exUPZQBmHMmMPt7B/F8q1W+AQlUeR/dyImmp2VsiHOCylkz9BrLePLiZ4yeZlQydkyli/MMZG5+ytQ1G1jbS2bGCGPdIvRM+7/341jfHkoXVo15iEaMNjO2a2BPxaHzOMsDaRADpXCBiiiVO40bmU/hYNehyeYJSpzbAgZ6E+NMbpGVirLhhsRnOKk9j1IpN41I7qZSoVxsjNPtWu72OMKWyRt4mto4at47LRLmNBns1y2OrHvqi8K2aw8944/Jj/Sas1hqYtkuImyDJjGa4tXN5HtXkelpMXhx3PtnNO1C4ukKvaRRquflQzK58ARnBpS6XuXHN4npXDccsWQCTkfbTa6ulDxglRy5GfHJzv41CjpfPQ7ZB7XICUyOXPXHnT/VoeTRon8TQ0fSr7V4pDp0HaiPBY8wAHf30lxJcSQadHaTqY545OV1PUUjdvgyVcEFNIEj23NPGvvWLFIifmjeo25IWEHqfGkdPkJ7Ud+KrGN8gbo9EehOK+bghGtIrQIZpvamZsnY9wFVL07pdJdaZ62luGJmAMLE59o9xq7egqTl4DiVSSoll+w1TvugZc3Gk539ufH0mha6rk44X41+Rh8JPruM99WCxOjMCLu4uO2I3HZ+yPiDVYlkdLxj0waNFI/aFgOvea61ilLopPNCHDHN/JZCfFqsqYbeR32+ApW64ksbOLkto2upsbu2yg/ppG1Q3KHmi3BwysOhpf71Wj/utvGSfKn8CLd5DmnnlLiBWr/Xr29yJZeSMnHJHsKJaW81xjsY2cZ6gbfTV40/Q3MEtpZ2jdhcOjNG3zWZc8p36YyfppSaKy09JBe31vC8e3Yp7RPjjG21XWWMVUEc7wznzNmr+hDSi3B1vzqObtXBHnziq76VNIMnFVvHHAZZex9gKuT1PQVoHoRWS64Mgmsp4o7d5pCOeIs59sedZz90PeahpnE+mrb3jhpbZiXt07NgQx7815+KD8Zy9bOmWS1s9CuJYwRqzX99b2aKpbErYLY7h50hba1oMVxHGoluGZggcJlQT76zszNMzNLKHJIBaRsnfvFL6EefVLYMfZ7ePv8AyhXa4cW2CLV0j0n6PsWvFl8uAo+9r7Yx3GtjtLrOo6ac/wDM2+1ax6F47Xjq5WDlCHTH6Nnuar/Z32L3T9+lo32rXkSyX8Xqi+THzRI6xcf8XL8Z/wCd/wD+daovF83rXFPYgg/tmR/h2KCpnV77OgXoB/5zn/6y1U76WS5445YnSPDyszP3L2aZpk27f4iwjtaHq2WT0qk+luL1fR9JA/vmpwj6Mmr5qGvaLpy5u9StIyPGQE/QKyr0pcV6XrZ0Sy0ydpnj1BJHPIQMZA2J69arpm5ZI8cD5V8DPbtChQr3TxSJ4m/es/nrVQY7Zq38T/vWfz1qnMalPspHoIx3pFzRyaSepjCb9DURqzmOMMOoNSr9KhtbP7X+NTn0UiTOg6i8k3E8PZhUsoYijByS3MnMeuw3o3F2vwaDN6xdsyQLEjPiIybHvwDmmnC+FvOMnP8Ag4Mnrt2fhSXpMs0njdn5WAtlBRhkMMj9dWXyk7+IPpvH3D98QsOqWDv15WlMR+hwPtqyW1/bXEXaRczx9zxgSKfipNYrLwjpE5bNp2efxHI+rpSMPCEFks/3vurqFmjIVlcjszke0MYzWakkMpxZuont2IUTRhj0DHlP0GlTEcZxWHxR8XWZ/a3EL3CL0S5HOPoYGlo+KOM9PBMun2F54tFlGP8AJI+ytb9DXF+ZsxGKKc1UOB9f1biO1upZrB7FrZxGY5JucsSM5GV6fGp5rq8ijDT2cmc4wi82P5JNHk3HqSFcPSo8atB2xikBSQDJB2+3FLx3tvMuUkyPHr9lAwuelcxvXBIjHAdSfDO9d76xjqjJqiL6SdPh1a4069t5O2hlaMtCQ428RnIq03mvWOn3xtbtpEkCh+YJzKQfdVf1Dg/g7iCaWb9q+sye00gYK+fHOx+usnHoMoyq0iZ0fVtJ1+N5NMlWXl+cApUr7xTx7VEwRUVwdwfDwxNeGznkmt7nDAO5blI8Ce741YbhfZHxoP6Bi/UZoMe6nMaZqJvdZsrIlWk7WX/Bx7n4noKhbviK8uspbAW8Z/FOW+J/VQsZpluu760sB+2plVvxBu30VB3vE00hKWMfZL+O3tN9HQVARwM7c0hJY9T1J+NPoYAvQUeWDhBCstzL2k7u7nvc5NOYrZV7s++lY0xil1WikK5M5HH02pdFrid1KLTCBgKOtFB60ZTRMHWjjpSYo4NYJ2u5rlczQFYoK7miKaNWATfCn75N/Bn7RVuqocJ/vm38GftFW+nj0IwV43+63ikk9KVryBv3si6D8uSvZFeQ/urtQS29J9pG8Rf+1kZyDjq7/qqedtR+FWdGlSeSpMxVdEvTD2hhbk8Sw2+FKWmiPPcrE0kcfMpbm3YfVSsOutFnsonwe4nIrjaszXAm7FlIGPZ23rz3LP6HqqGH1HMvDr2yTNNIcInOCq7HcD9NFtbLTHX5a4nDe8KBStvr0JkAvEu5LcqVeKOYR8/vODtSs3EFlEjLo+j6dbPj580XrDH4uTj4ChCGSS+OVM0nGL+CNhYNHhumeLTobnUJz80QK0n2bU5k4fntII2udKZGY8p55VLg/mg5x76RbjDUZ9Kltbq7uVfbk7J+Rcd4wuKTs9QsbTSIHEjyXxJ54wuMb7EtWnGSjStv/fQMGnK3SX4C8FnbhiOzjU92VqU0A2OnyM0uh2N7MX5hLdczgeQXPL9VNNFjTVbuRr+5htF7snOTU56mnO8SNFOB0VGyG/NP6K4pZpY5UnydkcUMi5XBKXo17VNIMkckcVjuPVrdUjXHkqjeoOwjjht5I5E5Dyn2uTvx0NPdOvLyF44bC0uruAc6yBAVCtk4BJ2oajdOYpPXodPtZAvL7V2vP8VGc/bSyhnyU6tf76mjPDitcIfaBwzaalw5HcxFlvMtnbKnB2z4Uzv7GeBOwmZkeMYKgDaozT9ZtdMtWtk4iuGhGSUsrY4BPdlyPsqQtbqO7sUmied0YbNOwZzv342rTw5cct0nwBZIT4iMNNkWw1ESzTFEKMCeXO+MgbVKyanpmrRQQyQ3FzOxKBreAu8e+xI7x5VXOIpxaxRSYBySuD5ioaDWdQhTktHuIoz3Rkrn4irLTrK1ORPx/DTii03Oj3CSsE0eMrv7dziANjvGSDUO9gDzySX9jaDOOzWVpSPcAD9tRH9sb2Q8yuzDvkf9dFn069ji55XjBPQA5JPhXRHHCPF/1ZGWSUldfYkb42cCcttqTXUnfmDkX6zn6qiJJlbBaNCR3ij6dZw3akz33YsDgx8mTTm50qwELCK6mMuNmfAGfdTNwjKn+gqcmrX6jA36uQFbdfDrmr3w16Y+MtEtxaWmsSyW6bIlwgl5R4Anes+tLfBKuo7Veppy1uVGRjNVTjDiJGUXNfEjVZdbvNfuH1XUipvLrEkvIvKM4xsO6q1xV7Rtv86nvD+Ro9oD17MZ+k024hUMIPe1eVH/AJ2/xPQl/wASSK9b6Y12zMJxGAcY5cmuzaasDfKzSOq/Oxtt40+08uHKKxCk7ip771G6hACkN3NjOKvLK1Km+CUYWuEVqXT7ZYIniDEuCfabO+aaI8aNho1BHXIqXn064tYBHcNbW3YuQxkkJ9lj7OABkL1pWfQ45lMp1K3ZwN1ihdifpAFPTXcuPxA2n0uSPgvEUAAD4CoiRDPcTO5JJY71OG005Yfkr26ebw7BUX6eYn6qjDGq3EyoWKhti3WqY4qL4ZObbXKG9vF2cobkD+RG1TVqsEijtLaLPlGDXeH7JrzUxEtql23ZuwicsAcDyINTthpyyXEbx2UMBUkfJggjyOTU9RkhHt8jYYSl8qIprG3I9mwLZ7+TFIXejCWEpDZLExGzFhkVqNpoDyxryxoAR1Jzn9NOW4Zc7MUX3A7/AAriWtivMs9Oecr5ZLaZo5CyspwVApJLhsbKfprTfSXwhJHbHUIfakj2kVUxlfGslbKtjpXtafJDPDcjz88ZYpUyYsLh3u4YjjEjhPnYxk4q4aBxHb6dcMl/YXzch5fkJFO48iKz60GbiPLqmGB5mOAKvbxWDu093qMknae32NjFsM93O/2gGhm00MnEkJDUTh8rLlf8d8PzWZ5bfVYHA6zKhH0g16A+5uvotQ9G4nhLFDezgZ94ryUt9aWkvPp2mQK42Et2fWXHn7Xsg+4V60+5svrnUPRqs15M0svrs68xAGwIwNqTR6DDppuWNdm1esy5sWyfRqlChQr0zzDFZh+2Jfz2+011Vo0w/bEn57fbRlFTOiziilQvlXFFKgUKMcVRRworqrSiihRggXfpRwKUC0YDxrUYIBR1FG5dtqMF2rBs4q7V3lpRV2rpFY1ifLkUAtKhdq6FoGsRK+VDkpblrvLWoNiHLQK0vy1zlwdqARsU32rvLS/JtRStYw3KUUpTkrtRCu9YI2ZKrvG0Ak4euQRtlD/rCrQy1BcYp/xfu/IL/SFAyOPGAze80FWlmX2299ALQoYTC0blpQLRgtEwmFzRgtKBa7y1gWJctHC0flowWiATC0YrR+Wj8tYFiHLXeXaluSu8mD0ogbEOU4oypjupcJvRxHRFbPPTKBGc9AqfaaV0s/tq1AP4adJsfheH/vNFc4iO34Mf2mlNLLCe32k+en4p/Cry5eZ6fkS9oZDbR5MhyF6TK3988cf++lTmlxyety4IHtN85R4nwqF09We3iyjH5mxhQ/3zw/8AfjU9pbdncyAry5Zj83l7z3VJfNyBr4Q/E8Tte+2EI9vBCFt+zHdUCo5Z12A9r8Vh+B5VYuJG7W8IGCRzHofxB4VBCLEmemDnqw/Bo3QIrgdvMBp0oaSMY5/79Ip/cvA7f+/GsP8ATAvZa9ZMm3PaK2xz3nvrdFjeSwcJI4+d0nb8THTH/vrWU+lHQbjVtXs5ICcR2yofZLb5PeKOlyRWdNv1Hywfu0kvoZN2rjoxowuJR+GasD8IXy/hL8VYfopJuFNQHTsj8SP0V7Hi435o8fw5ryIo3jdmoUEP+ExOc+4d1OdOea9u0hzhWPtHwHfS7cM6iP73Gfc4paz0rVrIsYrZWJ6+0D+mllKDXw1Y+NNSW7otbTJAipH7KgAAClrXW7lJQhm9k7fMU4FViQ6ztzaf9H/7pLttUQrz2EuFzgYNcS079T03qsb/APC1vdkpyc3sBiR8abu0TThmGWHnVx9BWiW/E+qarHrOmAxwQoUWfOMlj06eFUDia5+9nE+q2kdpMIYLmSNOVdgAdgKkscpTca5RT3mCV2br6D+wlsNVe4lRMSqAD3+zWbekxivHOoQxuGTtFwQdvmitG+5jvvWND1tijLi4X543+ZWVemXUooPSXq4kyDzIdh3copYYvjaS5JrOt7k3wJ3FvIbUnsZT7OchT7PmdulRFtMInm3A276jrriq7nQwWAm9peViWJ5h7hVx1f0bT2/C2m6yt/PPcXnJzQtFgLzDO2PCrLGsdLI6sWWo3XsVm2+g28x6P7cx29zP8pMSYo8jv76pv3QU7y3GlfIXER55hyumCdzWn+g6wOnejqxtZQRJH2vMGGDvzHpVe9L2nwX+qackpbCCZsA4z7Z61BbYvf5EblKbj5lU4D4G0jUuBU1K9sFkun7TLsxztnFZ5baQ/ZCRowiAcxeT2Rjx3r0dwNaRQ8DpEkjxoplARcY7/EV5BW+utY1TsGeR8McM7E8oz0Aq2n3S3ST4NNxva10XeOTRYLiOG51ASyOwULbjIyfyqudtZ2dmPkrVFb8YjmNYvaoYeJ7S2GSI7mNeVvHmFemLiMxxsGjs0yeXmO2N6hrMksVVzZ0YYxa5Khql2LfS7y4VELRQs4DDbYVg9t6zeTMLaJnZz7XL03r0LxVc2TcNaqst3pokW2kU8g5m6HFYJplpcSWCvbNK8pb9yXpjvNW0Mm4OUlRPU0mlFnqL7n/nh4AtYnHKyTSAjOd+cVnv3RK283E1g11NIAsBxGnVva3OavvoCs7iTgG1YXTwqZZMoI1znnHUms2+6TgmtuJtM5pXm57dsFgBj2vKhiT8Vv8AEhKS6Myv7XQxDz200/OB+5MKjtGkSG/t5JNo1mRm9wYE0S8jaGQc2QSM0bR7cXepWdsSVWaeOMkdQGYDP113pcCwq7PQP370HWOKJL231mPSrNbMW/N6m0pkYk55RkAbHqattlfcDs0PrPGeuTzIhQLEqwjG2RhVz9dUefgBdM43vOHzcSvaQSRKsrABnVgDv3eNSnpM4Y07h/XtKGjACCSNjKvNkh682MoqSgv0R1zgpR3WyyXdx6PliaNRxFeK3tnmvpAGOc56+O9Zf6S30m4ubEaNbaha9rMVd7i9aYnoOh/XWgX3Ddpa8C2GqCcNfSkCSIODhTnfFZxxLYteanpECg+1O2ce8VdyTi5J/oRwxbyKIhY8LWT9qVgu5xCcSNg8q+ZxUHxbbWltqWgLZwrGGnBJwcn2l8a9W8IaWul6UInWEIEGeYZww8a87enOG2h9IGirZ8vK7LIcHbPagforn0ebxMistmtRZ7hoUKFe4eORHFP71H+EWqY5q5cVfvSf4RapbGoz7KR6CMcZpInNHbpSbbCp2OkJuahdbP7W+NTDmoXXD+1/jU59FIkrwvvNxj4GGD/8dG4/cM00fKci1U57tytc4X5fWOLsHJ7GDI8PYNJ+kG5jgu5FkZwpt05uUZyBv+irp/CSfzEDGm5yKUCDEv8ABn7RTW01bTJRvcTRn8uAkfUakbHsbxbprO4jmWKM8+xXlzvnf3GjKSoVRdiIiGOlITRDBqUSHtE5o2jkHijqf00jcW8irkxtjxxTpoWia9H6ctrqA/yq/wBGrFJzZ6A1AcCAiG/G/wC6L9hqfkbGPZJ91ZsKCsSyYbceB3FNZrK0mULJbRkZyPYxv8Kc5yD1G9AkbZIoGGLadBzmRDMpA6CQ8v0HanCjAGKVz8mfcaSBzilZSPRRONLW5l4hMkMZdOxQZHjvUOY5I/3WJl/OWtKvtGN0y3i30MORyNHLHnOO8EVAXwNsZFka3kUdCjkE/A1wzz4ozcXKmduKOSUfhjZS5deexceryziToBGxow17W9WVbZp5mTPzF3Y+/H6anpdOtbyVHuI+bl6AbA+/HWpzTrdLcGOGJI1XqFAFdEYkZTfoU+1tWRykoZXU4ZWGCDUrBGB0FIznOu6mD3Tt+inkYp6oS75FkHSnCCkUpdKZCsVWlV3pJaUBoisVBo4pJTtRgcVgCoNGFJg5owoowcGjA0QGjA0QigNdogNGztWAdFdzRc0KACd4SP8AbNv4I/aKuFU7hE/20b+CP2irjTx6JyBXjT7rrb0q2hxn+1cX9OSvZdeNPuu9vSrZk9PvXF/TkpcnyltP85i6ykHZKW9cU7dkMY7jvmiJysMll+IpTnPZlBBCQTnm5d/prjdPtHpJege0NtJIDetKqZ37MAn66deraa7zFLuREGOz7SPDN78dKY9rjblAoySo7FZFjUeYNI03yiiaXaHsWmW0rEtqdtCigHdWZm8gBTW7t4IbllguhNGOjlChPwNB4IsZjmTPgK7Hp9xKGMXK/KMkDc491FS4psVx5sLzQq2GkA+FLxSODm2nf3qSK56hf2iK8lqwR/ml060pDc3EeRnkB2IxST+g8LZyW7umUrJNK65yVZjgn3U1aV+7b3CpqxlgM6G45GTcPzA7AjGdvCpm24Ytbtg0T3NxHy/OjRUyfPc4pHlhBXPgd45SdR5KRbwW0hDTzyIxO6hdq0DQVjj0aBIWLRgEAnr1NQdxoHJqEtq0b20keMpKQ/XfOR7xVk0qyaz09beQqWT8Xp1NTz5YzpJjYcbjy0IziPtI+2ClSsgHNjrynHWq04kmYC3SadD+KhbB+FWDXJjZ20E6orsr9D9tTfAPF+lwatANWnuYIubDB2JQg+OKm5bI7mm/wGSbdJ0Um20vUpVZ4Le5ZAdzyYx9OKdnSL5rVndU5SN1adAT8M1crDhpde1vim40GdJIbW8zDAD7MkbDOVbxpaHRIzmURiKaPIkQjBz4EdxqGbXYsbqv9ZXDp5ZV3RlOraPf20PrnYu0GPbZdyn52PtqHju5AfZcHHjXqrhG50G2DwSSQl3HJIsq7MCNwQe6sw9LPoz023Mmq8I3EXZ/OlsefJXxMZ8PKn0vtfFln4OXh/YhqNHkxu4coze0B7Vmce0ygmnrgcorkUSGa4wfaTlUAD6T9lTVjodxe2F7cx8ix2kXbSczAErkDYHr1rtbtkUuCc0jm+99v2iqp5BsoAH0Cm+tLkQ7d5pfRQRpUJwWATfAz31zV1wkbHcDJrgSfi2djrw6EOG7WO6uZISw7T5wXvx4itM0DSbbnWKSZe1HUeHwrHRdRWeoWt0LsW06e3Gx27x39PprXeHbV+IriO7gjX2lAcxkEDbqCD31x+0YZcf7xdV+hbSzhKLi2T+tcF22qWBClFuEU9k7bgg9VYd6nv8AprJLjTJNGvRbzCRIC/ZgOctA/wCIT3g/gt3jzrYb++n0KIq8qMANhMN/prMONuK7fU/bubcLOiGLI3R1Jzyn9B6g1yaDUZc3wNXF+Y+TFs+NMh9Rso4n7aOMZz7YA+vFVq4HPe3GBj2umMYqQseIElX1aaTLKPYcncjwPnTKEdpdTnrk5r2dNCeOTUzl1EoTinEtXonQDjmxBGQY5BjOPwa1zWOGoXmkvLREWQ7yRKwPMO9h5isEgu5dLuI7uBikkecEd2dql4uO9RRkdLlw6HKnwNcvtDTZs2VSxvig6bJHGvifJr2iXsaEwzPApXbcZqae4tVjwLlMeAwBXnviDitr25S7tx2MjfPRTtnvx5d9Jx8SXJUF58f59cC9l5pJSbo6Z6jFZsHEtzZz27QyzI0fKevidq828aaUun6pKbf2oGOVPlVtv9ekZAHcbjoSdxVY1a7F2hVyD4bGva9nYMmmly7RwavJjyw2orCEmrlbrm3i/NH2VTpEMbHO1XeyXNnAR0KD7K9rI+jyYegQpXrn7l8Y9F6fx2f7RXk/s/KvWf3My8voyUf99n+0VsTuQub5TWKFChXSchjsq/Ly/nt9tdC0eUfLyfnt9tdVd6mXOBd6VUV1V3FKqtYBxV8qPy+VHVdqOq1jBQMiuhaVVa6FPfWMExRlXwpQLRgu9AIVV8KNg0cLRgtajCYFd5aUC0blFA1iPLXQtKha6FrGsR5aKRS/LXCtAIjiikeVOOXAovLtWoKY2cbUmVNO2WkyvlQCmNytQXGK/wDF68P5I/pCrGw2qA4yH/Fy+/MH2ijRrAw9o10DagTuaANLQx0DeugUF60cCsY4BRsUYLR+WiYTx50cLRgvlRwtYAQLk0oFo6rv0pQKBTIVsR5MijhMUqF8qPy7VqFEeSjBBSoXyowXemMebX3jJJ/Bj+012yA7a3PKPnp/ejthvGklOYT+bH9po1qUD2/zc8y95/Hryn5nqJ8ImdM5Vhh9hOqDHZN/hPDNTlgyHUuTbHM2QAy/hHxqB00r6tGQyAZT++N+PUxYsDqWzgnLYAkLfhHxrnl5sdJNpClzcm4WCdSAXDn2iR3Y/RTNrlkYgFDvjdz4U4Mb21vbwzZSREcEFsHpmmjDmYZkI9obB891Yyj6Ela6wYbRk5ImC56zY/Bz4VSeKeNoeHdSSGbTxc9tGJch8cue7zqziLmhIEzAHPeNvZxWeceW2nXmtrHfyzo8cKqrRoCAPE560uCEJZaaL5HKGF/kO4/SvpmPlNEkHukFLp6U9DYe3pNwB5MtVm70LSbSWJdOubuSKQDmaezD+15Ed1NpuFe2mdlu7ZYpJV3MLq+D3hQMY8s13PBh/wBZwrLN+Zb/AOyRw1J+6addD4LSi8f8JN86zuB74wapl3w5bzzGK0uYOzU/uxt3TJxv47ZpCz4SnnuFhi7KR+0CgMGXnOem+NjWenwri3/UyzSatfoX79mvBrje3kB84RV64Fm0PWeGtfvdNgLW0KhZD2XQhST9VYzq/Az2UjxXckFndRMwuISrZiPcqnJDDHhWj+hm1NjwHxdBbPFcI+Szc5jC/JkYOank08Ip03wbxXJeRbPQzf8AD2oapqH3kVZeWBO0DKdvaOOtU3XL7hAa1qCXl4kN0tw4kTLDDcxp79znp1rpup6mZHgkM9rG3JHITyEMepNZrxPoPr3GmulYo5DLduYlFxht26YxuTRWFb3Hcxd/LlRvXoei0+5ttVk0K9D23OoZlHN7XL038qr3pK0DSILd9U1ExrcS3rxPMwxzDHsjw7qbehu5j4F07UbLWGFrNPP2nYtnniIXHK3nXPTQ82s+ja2nRSttJqLzI7nlBUBt6ntSybbf4mSbe7yZnsr8O2XNKA85A+bGuAforTPSTcyQ+iPRpdPmlikkMAUc4XlUqds1ivqnYaasRycIfnDetk9I+li59DWhLHLI8uICqlhgewSe6j/Eub5NPhccFj9DWrC04Fso7y4iEuJCcyA9ebvqJ9JfFEdjqVpLHmZXEqHs2GR7WawD76arpECwW2pXcEbAkJHKVAq66vHNdadBd3V3NO4RSvanJ3AzWyYUnb6Y+N29y7N34GvrjVeB4ryK2ZkmMu7SKDsSP0V5V4ac3mrSpFbJESSgZRuSc/qr0n6JdbtYPRnaQNNGJY2mBUuAd2YjasG00rpOpT3swMaLcSLGEXIULkluXvHj76pp1GKlFEpqTlbKndSuNcklDFZFmB5vAjG/1VufDvBGpa9Fp8OuaqYlubFtQE7tzYH4KnJAyawcuJtVdwch5s/Sa1jgQzXeglZZXwh5e0di2MHIAHd0p9U3GNj4Y72kuBLiHhS80qz4is75oYprbTlvDg5DIegB8d6z7hOzkuZZHaR1iQHGCcA1a+ObmaXT9SlmmkkYiOPLMScc3T3Ur6PrZE4fuJCitI/QZ38z9FPCb8JWTyx/eM2z0F3awcDwwsxJWeQHJyfniqB90Di/4p0rl3EcJH+tR9L1WThrhWJrV5He5uHWIBgABgMWIxnr3VXdbvrjVtThuLxud1XC1zxUlNt9Gaj2jO+J05J0GMHG9RlgWF1AVJVhIpBHUHIqc4yIN2cd1Qumb3lsP8qn9IV3RfwCwXxHoXQZZVKyLNc3d00ilppjvtnG5yaZaxLf3FzH6+4kl7UkF2ycHcU402QW8Uvce0wPrpreSma5gbruud/KvGxK8if4Hq5aUJfRMNbxMgXJGDGQMe+m+pDs9Y0pztyzE5/zhUvaRdpEhPUIx+uo/Xo+XiPS4zgDtz1/PFduppYmjh0bvMmbKO1udGk5BLy4woXGSa8zelftV9IWkxzDlKLFhS2SMyd9egNR1BYpVVS7IAQ6hu7u+FedPSWc+k633bY2+zHOMsDXm+yec1/QpqVLZbPoFQoUK+pPEIfiv96T/CLVJJ3q68WfvQf4RapDGo5OysEFNJPtR2NJOcmpFBNjtUPrf9zfGpd+lQuuHFt8anP5R49kzwnvNxYPGOH+hRuPUVmnPIpYwKMkZOxWicIH9scVfwcI/wBSl+NVZ5nCgk9kNvitdC+UlL5mVaOBSN4ovjGKBtzELp7Tlhd7V4yFGxyRuR7s/TUlFZ3PLkW8pHkhorQSp2vaRSIvZsMspA6ijLoSPZXzoqiDkj7NSBgMFIP20iNLuoYmUXTknoQ7JirWqjl6UhOowaNINsc+iuG8gs9UW+n7ZjMhQ8xOBynberg7nPzTiq/wTgJfD8tPsNWA1gBC2c7Ee+uF18/ooHoffQzsuPCsY7zAxtjwNJKdhR8/Jn3Gk06Cg+x4iGq6qlrarbPA5b56yZHKc91ZVqF9PNroQqwi5wc/GtG4ndexhU45sEg1RbmCIShgu4YHqa8PLj35pS+p7mnahgSXmixwuMDPfHj66k4JPlHxgq1RMCYAOeqc2MedScSgM/X2em/nXrx6PIkVyXbX9U/jB+wU8Q0yn24g1P8Ah/0CnPVSPGmYseh3EwYZBBHiKcIajtOiMFuEbGck4ByBT9DQi20m+wteguvSlARSKmjg06FFRRgaTBrtEQWBowNJA+NGBomFQa7SYNGBrGFAaNmkgaNmiEUFdogNGzWBRO8IH+2jfwR+0VcqpnB5zqrfwR+0Vc6aPROXYK8cfdcRlvSjaMqMcaZEC2dvnyV7Hrxz91fNcL6YLCCJsJLpsIAPQnnkoTi3F0UwS2zVmKRWyyPyvKsOe9wcfVTyGC9ZOSJ2dR3KQaeC3kikb1u251Phtj3YpOSK2Uh7eWWI+HhXmyyXweuoJcjbsJoZSbiCRuU+1lcY8ulLTmyuFPqsS2smcjtHL58s1OaTxRqHDcs6W17Z3SXBBkDr2nQYByRscVG6vqqajMZ5LK2jZjlmgXkB+jalU8m6nHj1v+wzjBq0waXp/r7pEh/bBVjyKvNkjoBjxpxPpd9aSyx8jLLHs6q248jUO+oQWU/a2c1wjA+yQOUge+utqs08aotySR83J9oUXjndroVZYVRaNF1uO0mRdStmlhBGShww+mp7hXT+HNdS/hvLlbK7Nwz27yHZkPQMP1b1moumG90HkIPVW5aJJqLK47OAcucbtk1zz0Tkm4Om/QqtXFcSXBduIdAtNOuGjjnUPjI5W5lceINR+jnU7bVWj0mSYXcSmQiInZVGSxHgBUK8puYQHLr4KxyBXG1fUYExFMq+zyc6ovPjw5sZP00+HTutuV2aedfNjL1pXFkDXuoTa5apqC3yxh2UdmVKjAZCOhqf0Gwj1VJms5lSIRs8ZuPZLY/B99Y9pt3e3V/bxGQsgkUkYGwyM1uuhafZrd9nNMi+yzjn9kYFSy4Fgmtvn5eXH6FMWXxItvgp/FkctjaRuIEkPNgowyMVTysVw6slv6vvgjnGM+4nNanr1pa3VtNJDIxBVjykZH01ilxG5kHKSDnFWwJT+jEzScK9C19pqnCerSwdrJZ3SY5gj5G4yM42OxFSA4m1W4uPWixZivK8ipkEeYFVq20m7mGGkDZ2PNk5qSs9M1fS54nspG7GQ8rqVyBUs2HFJ3Sb+ocWeUeOaGuuX0dxePcTaj2Mh35YY2YdPGoyLXbhrqBLa5nkfnAAcYzUnxFpM8pM725Gd2aMfoqtaciW+r20siloo3DMFOCQOtdWGGKeProhlyZFO1Lgk9JZ5NTuOYjABO/eSatt1dXGreoW85Xkt4TDHyKAeQZO+OvU7mkRHNqt6slpCOwSPsYlYBSIx0DEDdvE99Sel2E9pqlsJYQqRq243GMH6a58+WKk43zRbBibju8rHOlwOlssMOyDb2upz8aXvbK4nXk7NTy+4DFP7a75Y/76Tj8GKlhes3Mw7YEDvUA/CvLjlm52d7hHbtKTqekx+tRveQLLyoyBS3s7jGdu8VAWt82nyB7G4u7eRVChoW5Dt06GtMv5u2jwySn86MY+msom9lXITmIzsK9nRyeWLjM8fXRWKScPMvPDJ4u9IWr/AHtsZZbqRV5pZZ3CqijvY1JcT+iLii1vdRt9PCaqLDsxMLc+1l1yMKdyKqno84y4j4S1Cefh61Rri4Qo4aEykDyFW2P0n+kn766hc2cc0d3dCN5ljsMn2RhTgg4H21349NhguIpHC9Vmb5dmVahZS2crR3UU0UyNylSvKQR76sPDMMssIkkVgGXZiOtWK21Tj7XIms7ixub2z9bZ5gdPUmN2OX9rlyp7+oxUzrGlzWGtSxyAAwRqXYKQOnWuTVzjjlGC87+1Hfo14qc35FVubSWbh27vJDDFPC4UWznLyZPVR3jaoLShe3N7BbLHa24lcIZZYl5UycZJI2FaBq1ja9lGbW5E1wy87Iu+F7jtVYa2+UbLID5kVOGVLgfPDhSRHXsmrWV9LbCWKaOJyhaAKFcA9QcdKbzrfwXSiBzIsg51Zj3frqdS1UneWIf5wq2cJ8IR6279lcRmRBnAy2B7hQyaiMPifRFRu+DNLldSuMdsytjpzNnFMn065b5zqPjWicSaRDpd29vJcRiReoOxFV944Cdp0PupoZotWgTjJcFL1LTpIrfnYhiO8Vb9Lt86banxiX7Kb3UUDROhcEEY6GrBpluF0+2XriMb1SeX4USUeRqtv5V6m+5zTk9HCj/vk32ivNvZAV6X+57/APh6u2P25N9oqmmnc6J6hVA0uhQoV3nCZNIvy8h/LP20ZFo0g+Xk/PP20eNds1MsdVaUVKMq0oq1jARaMEoyrRwtYxxVo3JSirRgvjWMJhaUVa6EOaUVaxgoTau8lKcuKMFrGE+Shy0sFrpWgYQC0blpULvXeWsYQKVwpTkrtXOWtRhsVrnJtvTgrtRcdK1Gsb8lEdKyLVeNeNINa1aLT00qWyt7ySCITKQ4Vcdce+kovSJxsNpNC0iY+K3BXNHa2DdRrjjA3qucZsP2N3+/SP8ASKoEvpa1mz1axstZ4aitkumI7WK55wANycY647qf8Rca2Go6RdWtvHcdpKhVSy4FBqjJ2Wky+NGSUHvqjycYwk+zby/EiiDjFQci2f8AlChQ6lRoUbAnrTlBVf0m/wDW4IZccvOobHhVig3xQoZMMFo4WlOWjKtZGbEgtHVaVC0YLiiKFVd6UCUZV3pULRAJKlKBKOq0py0QCPJXQmKV5a6BWMeWYzi2+EY+s0ew5mkgAJ+ev4f5dJ4/aq+Yi+00ta3ThYFjPZoGXZQMn2+815ck+aPSvhE5ZRzQ26c6uD7GzOBtz0/s3/tgMsd2P4QP4RqHsHeVUZ2Zm5kGTgn53nUraDOoIF5j7eMYH43lXPJVZWMurFLq7a6WKeQ8ryKxOCOuMfoplzEsME/PHePCnN9aS2bx27gs0QYMyjI3GaZ5y426OB0HhRSVcGvlBZLhlVhvkZ2yv4tMYr3SxqN+up8ktx2MZhgaPPOMHI5ug60pMSWcjOR5D8Wm9hJoi3msvrt7FaFI4jCxXLZ6HFZQW7lf7wX8acY7ovlAmvtKkt4De6ZeI4YqiQXKgcuc77eVSkWq6T6lHGlleJIneZgQPayCSBRrDWeBY9PkT78dnJ05hCxZ/I0WLU+G4Ra2cd7btBK7NcNN7BjCgED4nauieSWSKxzjwmq/z+Rw4Jyw5N8JU2n/ALyWW5404a0uxisY9MluESMKJo+VVzgnHtb99R2r+kHQtS09oX0XUmVirfJsh+b4Y+n4VEPqPAdvc3C6hqbSKxwBAvOAPI1H6fxPwLpeo+tadcXTokTIIuwJ58gjr3VLUaTHzOMLa6/ElhyZLXPZPS67w3DDjsdUvZbqPmlJRQYTkdSe/amGhcQ2uk2+oWen2141rffPMzgtnGPZAHhSQ4w4LE2ny3F7cCSEmSWGK3JRubouSe7vo11xfwaLua6sJ7p5FjYRdtDhS+Dgdem/0VPApxhKMoOn6u+fLk6cs5Smnuun6E1pOv6FounidI70XEjcriIrzKg2HMTt8BSVzxjw1caa9v8AebUZGY7vH2bMSDnII3zUQ/E3BSS20l1NJM/JiRLdPwz1znzpiOL+B9O1aO4sLTUongJPI8Ywx896tm00GrUba5XPmRWXLKTbfbLFPrnDMahriLU7yWVVlklkhA7JjnYk9T/sqF4k43sdU4PTSIbK8WC0yYpJEHK2M7Hw2NOtP9IXCNtqen3slvqMssAJaOKAGIlu7c93Sjceek7Qta0Ke3stHvoO2XlBdFUbZ7l9/fXJiwzS3uLvjzOnJmlJqDdr8Cm6tZ408SkEMQPoxUnw7xLqeqae9ndydvbacoMMYj6EKQM469aba/qunTWCLBdwtmNdgdxtTbgzU4tNguoL6eG3SVZZ1DtgsTHhQffnIrpxp1bQuVehVON7OS0lsGdQqTQmSPfqpY71atSkjeLTIY35swqHI8cdKrPpFvRdXumqMYisIlwD34p/6zzG1KiMLHGSSDvkLVssW4xJQdOiF4ZuzacTWl3JzCFLtGJycHDjatZ1ThkrrV/cX8CNpEUM0kZL7u7Hm3A7s/ZWY20PacErLJJyyW2oEqu2SrqP0gVoV5xYNW4F1Cdo3ikgQwSFjszcuMjyNVy3a2gx1zZj1g8SapbSToXhEys6rsSvNuB4HFby+k6fpHCCXek6jHPa3dzzQQsQZlQgnD42BHSvP1oC13Aq9S6gD41vWl6dJNoFnZXNo0bRyGSZrRecwp3kr37eFc/tB0lyJjyKE0yh8aDl0C4Y4+UmiA8e8/oqY4E0rUpdMwtqyRYyJHIUY6nOe6mXpVbSkjhttDuJ7i3Mie3MvKSwDZx9NJ2ut3A4ct9InjljlVgzOzEFh4EeFNiluwxYZTU5bl5lvvtLa/0KS9huE9XsS/IAu0hz7bA/QB7qYcH6fHrOs5nz6rAnOyg/O8BVh02QL6PGAxvbOdvMmq1wDqIt9UnhbI7aIhT4kb0fI3BDemSxtYpYp7WGOFlIQhBgEVnOmEC+tSRkCZMj/OFX30uXfPJBED85i/wFUPS1DajZqxYKZkB5Rk45h0rqx/8AHyLJpM3+aSItJyqIx2hwq5261HxZ7WAZJyy1N8R6Zp0Km44d1EX8KkdtEx+VQ95x3j3dKr8E4xAxIwHTf6a8fT8uLXqjo8ZThJrqn+hatPj+SiJ74ZPtFQvGh5OILBh17RsfyhUraXKhIskY7Gb7RVf4/mT752jFvw2GB+dXZmVppg0brIn+JN3uryc0kckxETNgcr5GAfrrI+O3L+lB8sXKzwLzfyavZhE6lYyjTD+9MwVvo76zHVJJZePHa4GJBeRqR4YZRUtDBLM2vT+5s8rirPo/QoUK908cheLf3oP8ItUhjvtV34u/eg/wi1Rm61DJ2Wh0Fakn60d6RY71JlEEc1Da6f2qffUu9Quun9qGpz+VjxJnhV2LcVAnYRwgfyKL6RBzJcLvvBjY471ocKnfig+Kw/0KU43HPLKD3xAfWtdC+UlL5iiQ6fH+CZ18hO4/TUtoqvbzXUaM3YyQEv2js55gRjGenU0tFEoFK26hZJcD+9N+imcUImPx82m852NLA+zTe4OxomomOCz7N9+cn2GrCx6fGq3wWfZvvzk+w1YGP1VjAJ2NDOye6iE7H313PsrWNR0nER9xpOM7CjMfkj7jScR2FK+x4la4vlxexp/kwfrNVmds494qd4yONWi84B9pqvSnp7xXnzh8bf1PUxy/dxX0LND+5J/A/pNSUX9++H21GQ57FMf4E/aak4/79nwFdiPPZWbrbiHU/wCFH9EU4Q701vTjiPUv4RT/AKq0ujHNMxY9DxDSyGmyHalkaiMOFNKKaQVqUB2rCtCwNdzSQNGBogFQaMDSPNRwaItCoNGBpHNGBogFgaNmkQaMGrGFM0bPnSQNdFazFi4NP9tm/gj9oq61R+CznVn/AIJvtFXinj0Tl2CvPPp/tkm4yhLIpYWaYJG/zmr0NXln7p3XLjTeP7eG1lVWOno5BQnHtvj6ahqsbyY9qLaWSjO2VCLSUkkHN0p9LwrplzDiaFeb8YHBqpS8RXUUEU7SnsyM7r87x7tt6Uj4u540ht2QTSnkWQK3XuI2+2vHemyVaZ6qyK9pGcScFm3ctYy8y/it1+moTQ9JkF3JHcKyEYwDnBrS9I1ixuLALfxXU13ErGR0QYO/dv4UWTXtHtmd3R1YvyhTF7R/1q7Y48mynJEHJbrplSu+DPWYjJC4UnuKnFVt9AvNPvsSwDA2UtuMn660+64p082V76nbXkt4sRKAL342PWsu019Vg1NdRQzLeQMJeaUHLEb4x31fBjnFcytEMslN1XI4kgmYdmyRgju5SCKcPwvqLYIgXH8Iv66mNR4t1K6lEivhc8xwg323yaTXVdRmjk9XWVuYgKFAOSR3UjlJv4UNGKivikLScMQ289lDLrUKmdWLIsBZ48dAQO8++meu8OzWmoXMFmtzfWseOW6W2aPnGASeU9Mbj4VEWt/qekaqs5eaGYEkhu8Hrsatp1HULuRppfWBKqHlkX2BggfD4VWSkl0ThUnd0MOD9BnWZtRltZHto1bCmNgSwAx3dMkVuz8E2eqcJ6NcKXgv5pkErhzzFCCWXB6ZwBUbpPpBDafbI+h6gBGqRM5lQA7dfdXbv0g6e1rPP2N0jxOqLGlygaQk7427qOTT4JPmfP4DRy54qlA7xnoy6Lwci2sET3rlgJFB5wAxGMe6ssuuDb55kaC3wMhsb4PfWlRcVpPZRXSwatGWYjka4TbHwog9JKdjJIuhXzInVu0G/wBVJHT4Xwsn2HlmzJKTh9yp2emXkDEOtshU7hgTirnFBdS8O4XTVBSQqb4Fezz4cmeb41T9Y169ubiW9jtLq09ZKyQiQBgwwNunX30NN4i1yaFoXncZcjsjEPmjv6V5ubTSjuW3d5K2+Pqkv72jpxy31Trz/wCrJKfTLuU8qyxcx2AEX+2q1qPA7yG5u735IpnkMSgB9u8UvPreriULIyhhuUCZP2U/U63eRwQ9nKks7FOfsiI8ZxuSNhjvrY9PmxmyZIviyB0CXsUVMIuCeXPhmpSW4J1GGNpFYtE0g5CMco78iu2Wlz2uo26tEFaJ8zIcsXG+w+ODSWrWMtprEN7dzI0k8XKqRry9kpJAVl7jT5NI3klOSfJXDqkscYJoUhvAij2QQep7Q7U2ttVV47x7mAwiB1Rl589SN8/Gpeza1sLFbu+tbiZlYGJVjC58ev291QV5p97f6ZrVzHp01vDeASxZBIK57j5AVHDhjJXt5HyZnF/MSGpzrbc/MQETqRISuPHPSs2+UyT2qkE+FaQOIWtbKyg0/S/XZXXsniaZQqsMZwSO/qc1GXPGN7EQz8NpGC3KMTpykjr3V6+n06gm0+zy9Tnc2k/ImfQZFrsnFcI4efT1umEq812pKD2N9hv0rY7HTvSA3HetRwahw/DqDWNt2khgkZAgLcvKM9c5znbpVB9FfHFrYcT29zrVnDp8ac+OycSFsptjHeTtWn8Mcf6Jfcfa1qDSzW0TWUESxzR+3lSxJwM7b10xW3izidu3RDcHQ8bwS8TSnVtK9XtdVdr2NLRi0zcq8/Ic+yCD51i/H2tT3HE9zJFKyxuWwSdind7xitbl4ys7e24xhsLp1u7nVhOkYifmeEqoJGBt8ayGTUNMnuomurZXuOfEkjHHJv0x0wBXPqIbpJ1dHbpZVFpurGuralAukWS2L2scjYMgibcDGN+/4eNBgsOm2lx6rCXlzzGSPJOOhp9qH3sttQuxbX1rLbzRAojRghiRg4I7waZss44esFuVZSkjhC34SdQRXn5oqOONds7YNvI0+kHtHnmjleO3tFEQ5mzGo+jPWpbh+RZ5zLeTX1vbxD2xYOISc9M+NVmKWSeRTFCsjs4A5dlA8N6eC4E1ytzdKqxliAkI5QCBgbeXjU8Ty4pqWNuMl5r/ALHn4cotSSaZIa7MYL6WO0aZ4wdjdANIM/jGou/mubeXs+eGQkZzEoPw6UtBf5jihuBHPZ9sZpcECWUnbHadwpOS59XZZ7WxENx2xZWaQOqJjZeXv8zW2zm3KTtvzA3BKkqEdOaS5M4l3K4wCMUTijULjSdFjntOQSc6p7S5GKdaEshlvDcHmlJBYgYGT4UjxZDJLpkawxmRlkBxjPccbe+qY/nSZDJ50VnQOKNSv9Ztba4eIxSNg4THd417Q+5/GPR+uf8Arc32ivE2g2WoDVbKS5tpEMchLHs+XlHKdz8a9qfc7DHo4i673Up3PurvgorL8PocM7ePn1NOoUKFdZzGXyD5Z9vwj9tKRjauyL8s/wCcftpRBUywm8vZPAvLntH5PDFPooZHAIVcHvzUbqAJa1x17YD6jUpdLLBPbpFErxke0XycUyViSdCkVu7h8cnssVO9JM4SYxOuHyAPOkIprgNMEt7dgJWHQjAqTVUktOd4+WUEDY7da21msRUUOcLLGhBJfOPhSwX4UmUHr1pkZGW6e6l8xhZUySMDI86MFGDkVXdQ1u+t9flsbaKKU4G2DzY8TUhZT6jJcRrcwIkL82CAc9NqptQm5kmoB6dK4zpGyh8+1nGB4UrEuUHhSN2ny0H+d9lSHDiWP8r6KPzIemfoqKuJbqOB3jEfMM4BFc4ZvbnUIZXvIkjeOYxqFGMjHWsaiWYhELNsoGTXQU65+qu3aftWb801G6lNe20LywLCYkQN7YOem9YxJeyehz8K5ymq9wTr/wCyK1muAYyscgUcikd3eDVoIo9GTGzCuFacMtEKbVgmDXWDrXEI/F1SYfUtJxqM0tqRCcScTIBjGpSHHvVaRjIzTw7Jz6Kvx4nNqvDpGMieT/8AGab8lPONiDq/D4/y0n/4zSXLSS+ZjQ6EQtHC91KBDRwlANl04WkJtoB4KBV8tBkCs/4U/coh4VodmNhWYyY6C70dVoyijAUEEAWjha6oo4FGgWFA3FJXV2lpgyK7ZzgL12FOVFRusYE0BPi32GszJWGj1qJwCLWbHmQK79+k7aJPU5cSOqZ5xtk4zUC0w7BmR19jrk00k4m0lNVtbI3sLXBmjQIpyeYsNtqXcNsNBuI+ylZOvKcUnTu+H7akHmab8tMTs8mteW3quDKeYKmBynuJpO11S0jhRnDAc34md+bNMLsHs2DFcnbbu60xcAWZ25tzgeFeLvbPpI4UXK24isgE9iTZQeURjqN6dLxRbRzCSNJlxuGUAHNVy3tlaGJFXlBjwGPe1L+rxqAjpIASBnHXHUVyPLbOv3eKXRYJuKWkZhLJdqCR1IJP10zuuIrCMsS90duYAwgfHOaiJbcOTsE7IAkjqPD41F36qSQz8+QT76aM7dMV4I1aLdZX4v7GWaAlYgeXDABq7okvDEV5NJxPptpqd255Ilun2Cddhkb5z9NI8A2813oV4LeN5Fikw/KMkZGaex3GmwC4sL/TLSeaVwe3mhBlRcbqpPTJ76hjnOOeStpEdaovRWlzf9yWSfguW+a1seFNItrtU7aIlGyQN9snHWkrDVeEm0mCfVuHNDSdEOfXN5JATs2B8apf3+tpp5Slt6vIHYpKvtlVHRd+nQb+FObLiS2gux2VtE1xFCyQp2IdJXPfv0IJzmupvJfbPkZLPjlvyLgk+Hrvh+14u4ijveH9EdbiSJ7S2dQVRez/AL2c4wepFd411LQLnSIhoOn6VakPkzWScrkAbqe+k342QQ6f2em2qtGPbVIFUOwGMnbxqqavxFNqWly2zpyhrosrBF32IIBxnA8KeLyZJJu/Ivi1KeRRI28iguDHLFChklQNzMOvvrt9ocAdXkdwXQOVQ4UHHd9FI3yyW6RW8gHaLGqnlPmTU5KouktQzFSbcbjyrutxPSSsrttZ2sV2SqMyIjZDnIJ7qhZortnLmB/ayQOUnard21usskEUYDKGyxHU48aV1eRo51Cnbsoz/qiqKZpdUioWZvre7SWK0Z3TOAyEjp4GpS30C6vLK3ezt5J5pCQ8aNnHn7qLLK8rsgY+e/XyqwaHK1vEkVuz8xZeUA9Pj4U75Q+KFp7hpBwbxM0Y7LSbnbYZZR9prlxwvxUhUPprgsQMu6N+mtL0rUJJr2aNj8ggwD3AjzqnekzUb/T9VhNndy2/Nb9oORsb5IzUU/iqjSk1xZXeM+G77Sr6NLaFJIjGvMzgDD43G9V9YbyNhJPBB2a9SoG30U3v9Zvr1sX1/cTlR/fJCabtqMwj5BcScrdVHQ++ulQlVHGsnnJknAYzLvbRnJznB61KPcOdMksRlLWVud41JwT/AOxVUivrhRhJJAM91SOkzTy3WJXlKnYhid6SWKXdnRjzQm62jmPTLeQqyyOD16jarTYa3rGnIPUNV1GLl25kVD9oqrXelXcV5yWtrcTofaDRqWx5HHfR4tL150UJp2pkE/iNtU5YnL5nf40NJ4rpxLAJ45dU9a143GoxEEsrYiIY9GBHQio15LqW5SWS8MiqMAnc8udhkUz/AGO8RSrvpF6cnfnB/TTZuG9aSWNZbKSMFgDzMNvrp44+KsnKcV1E1TR+KNNh4cWxvHlXEZRjyHBBzVX0q/s7bV4ZWvYhBCxIbO5GNqPxRwubjRY5oY/23HhVxtzjwrPTpV4OqKP84UI4ovlsi8l9Is3Ht1HqV/DNaSrNGExkHoc1A6bCzX1sGjLJ2qc3uyM02eN4MJIBnHjSltIVk9nqaqltjSKKKkzXz6nFJdG1uGgWNg1v1z5gHwxTCO/0y3lRbjUwqqMEdk25G/hVCgubhMFJpV26K5FScOp3kYJW7nIUAnL5+2uJY1BpnSsS27VX3/yX2PijQYYED6rGXVHT5jY9rv6d1V/iniDTb+8hmttShdVY5HI+2+fCodde1AH27jKnoHRWH1ikLjVp2A7VLSXHjbJ+qqtxlwwQwyhK40TB4i02SYPNctz7e2iEtt4eFQlvpl7e6wmqW0clxaPep8oN2Htj5w604a5tpFBexsiT39ng/UafcOavdafqVsmmlbdWnQcqDII5xnrSYtuN3Gw5MM2vI+g1ChQr1TxCE4v/AHnP8ItUc9avHF/7zn+EWqM1QydlsfQm9IvSjGknNSZRCTmobXT+1cedTDmobXtrX41OfylIkvwvkDif2lywi+Hsd9d47uBAbhxGZCsIblDYzuNs91N+GnbHFJBwR2JHv5a5x6WN7PEDhXjUEY+dirp1Ek/mKqmvXJGE0pP867b9Ap/ouoNdyXS3MC28oiJiCSs4YZHNnPTG1JQWgA3FObKERzyEDHyTD7KIpKg7U3nOxpYH2RSE52NOAluDG2vvzk+w1PuW25QD7ziq9we219+cn2Gpm8aZbeQ2qRtMB7AkJCk+ZFBviwoVyQMnHXuOa5ltsMgHnmk1YlF58c2BnHTNDtF72GR51gCv4BBIzg9KJCdhXA4KHFFgbYUrHgVbjY41aD+AH9I1U5tQslkRGvLYOzBQvarknwxVr41P9t7f+BH9I15RiY/2Q03JQajgA/n1BY98mdPibIxPVkDkhQe4co91OLvUYLBFlumK9owjHL+EfDwpFFUhdsERlsjxBNP1iUlsZwgBwdwadXXBPi+SvXrh+JNSK5x2ijcY3CLS69aQ1M/8ZtQ6/wB7P+otKIc0zFj0PIzSwNNYzS6naijC6mlFNIKaUU0TC4NdBpIGjA1gMVBo2aSBowO1YFCoNGBpIHvowORRsAcGjA4pLNGBoi0KBqNzUlmu5ogLJwSf7bv/AALfaKvVUPgc51h/4FvtFXynj0Tl2Cs31nhzT9f9LOdV023uoLfS1IaRCdy7YBNaRWfXHEl6nprtuHlkAsZNM9ZKcgyWyw69e4bVpeQ2O7dejFeP+D+HZODtVkfR7INb2UpjdIgGTCk5GO+vGHqVjCtqQ9zyLiQdADXvHjZebg7XV8bGf+ga8NaXDHPpQuZjIiovKOhyB31z57vgvpXy7HOhT2sc0iFZJHmYEAnZQKs3C+l6ZeLd3U0CTN2pi5JFBCjGc56/Gqhpxj9ZiZJGILbA0+tJ9YsbG69U9VWFGYMSuX9/vxXNjhknaVs7ckoxjzwPtEjtoNR7WxR/WC8yMjEEBceyB9FNdcWea7ilntlIdOyzzjHNucez02ptZR6s2sG7tewju2TnJ5eVcEYzynalNbl1uOxIvLiAw8wPIka5z416H7yfEYcnDGWPEt05cENaadE0EzyyOOZcoFGw+nqPdUrwvAYVh7HJUTJJl/EHFRNrJPcK1tc3zQJbwu0Ssox7K8wQeGaU0K5na3kkWWRcRllAxscfbXPPFnxS3y4OjHqNPmjtgPOJI7m41Lt4ol5485AA3OT1FX2xuI7vWOHLO9mibTBYsk6PJhBJyrjmweuc9aqVtZXlwod1muGIBaUAnJO/hXZrMoxHZTL3fOWketnb4X9RvdISilbNLs7TQ74XNjpkaLlQ7NGmBscAAk/+xSD6bHZlUuTlbiQRqXUSBWxtgcoO9Vrg+49T9bcuLcAYLy7BfM4qam4o0TVBDa6hPKptvaWYbI7Docg5zXTh1eKUXvSTOXLpZQmtsm0PLvSrSxtEubqGJ7NleQSMXLuwyzqFHTAxgVM6DcRQ6RpXLPzRSwK8bdl+Djm9o9xxVG4r4htbtLFbG9nuGt5DJyqpVBkjPvbzqKtOIjaWBghSVeaMwmJ0LYXBAIPTOD9VXx5cTXLSYk8ctzSTo1vUpA90ixXSiO5TnjHJnbFVJ7i1gCSLC7TxuC6sPYwoIP1Ux0/ja3itbKM6PdyzWsKor4A6eZPfTO44gkvnC/e5oI5GOeaQE7nyriz/ABfEl0dunk1uUumSVrJY3vEqWMqxN6zA2EQYQrsw5se6pG5uPvbM9lDBJJFGwKJCoIUMoJ6nxzWb6bcrpetteraNM6sy8kkmBykFcbb1JT8TzmRTa6fbQKqKigsX5QoI6n30XkhVNWv6C3kjPxIumWxre01BVuJluIpQCrckgBHvwSO7pVcaw5rmG5jRhIgGGdt8Dc/ZTMcQ6j7GEtFAOQAuAM+Q60VdQvJ7lVaSNQW/Ajp5ZXtSxqhYQi5uWXlsv97BJdWUgELSuYedTLvzZIIUHx2qmxSapMZdLV5oGCu0oRCUjz+DnG5INMNS4k1+K6kt4r91hT5NVEa7L4ZphBq+trzKuo3ic5yQhAz50ryuTVGUFG0c9WgF1bx2Z5khB5+4sx2OfPalOMdOmuNMSS2R5FtIirdmdtjkH6zUfBb9izEMyljzMebGT4mpiHSlv9OeTtZleI9FY4YHqaZSySn8Pn5CSjDw+e/Ub2GjXlilo1zaRHtJEBbtVBBz76eWmuXkGoTS25hjZh2TEoCSo6DP6ai7Ph+S7iwZpBN2hjWMjO+3WnEGmLbu4kifI6FvoNNlxzfL4FwOMbpWSs+pJacSQ6kbq2EMxAmjEuWxyrnI7twagL1rNdXvpILuN4WctGyDIOe6mqWSSXdysqKFE5wxXu2OPoanN5pk9jb6fP6uOxmBPMN9ubH+yre7zyQ3yfkTWeMJ7YrzJN7N73Qbae2tRIFYrzou5x402W5kh0qOO4dgyzSYDAnlXbA26V1Li5tbF1teYgvgrz4wOvSq7qkFw9281u8kTnBQB8KD515Lw3JqT4PVy6rck1HlJIsR1KM4ZLo9rzEGPsDhRjA95PupJr6R7eQvNFsQDlcYbu9/uqM7S4ADLLcA7AlXUkkd9KSXTJbohe7Z+Yu2FBYdw3qLxoaORkxPd20s0vNqS9iFJR/VuUscbAgHbJ76ZxzPczAes24I7yuNgOuKbCchA5XUURTg5C9QO7anlwn9q0kmSTmGSWlXBquPGpOqIzy7UKacEsTdM91E5kbOe5fI1Xtf4sW21MW0TRz2y8vaMikHmHXGaX1S3QaLO0K9jIR1Xp9FVqx4dvtTVyksKYUGR53AHljvrrx6aDlVW2ceXO1Hc3S9S66TqMWoXEjWcokLxfNPXvPSvU33N4cejWPtGDH1ubGPDIrw3Los9jKS00EvZqZGRHIJUdcEivZv3I8jSeiNGYk/t+4xk52ytWjpvBlbOd6hZY0uTaaFChVSZnTr8q/5x+2joK66/Kv+cftpRRgUlFRreezJZsRnE6nH01H8dcW2+kXFkzRXQU74ijY5376k7449WPhOpqH9IFgdSlsQEdk7NjlS2VJ91NEWXJC6PxhOsdzPyTGOaZnRZYWJVeu4A2q8cN64Nb0N5zGMiUx8wQr0I8aza20e+to7qG2S7bnkUjmU9ABV59H1pcWnDM0V3FJFJ6yzYkUgkZG9M3wKlyWLFJtzrfWbIcMGbH0Uvjc0SQYvLM/ln7DUylmH8c6zxRaelDU0sbkiJowqDtcDlG+PmnvNXPg/jfX9R1jTNMvILQo7MksqueYYHcMYpzxVwVqep8WSahaJCImBwzSYJ2A6d1OeEeDtQ07XYL29ktwsMhbCyZJBXHhVG7RNKi6W6nshnc7j66TuF/bFtnoS32U6iXC/E/bSVyPlrY+DN9lTGs8zap6UOMbLXNcs4msbm1t7mWNVIHaIgY9MeAxWoegXWL7W+GLq41ORpJEvTGpIxgcoO3lvULrfoP8Avrr11qa8T3do9xK8nLDbJzLzHpzdTWgejjg9OC9F+9kd/PfqZjL2syKrbjGNqLoayz3S/tWb8w1jHpv1ziC3lXSNGxHBPbI5mMgXDZ6efurbLhc2sv5pqp8R8CaFxLqdrqOsRzSz28YVFWUqo+HxrRpMUpv3OkKJoGpBJ1m/bSg43IwuMnzJBPxrXeSo/QtEsNFhMOmQiGNiCVB22GBUuFoS55MhuVopSnBFJAE5yNs7UKDZ5Z444ssOH+POJ7O+7cyNfmUcicwwUXHfURF6RtE5t/Wh/wCF/tqr/dAjsfS5xCPxpVbf8xaz+NzmunHBdnLknJcGyaprdpruoaFcWJk7Jbl0POvKc9malwuaz3hNswaR/wD3Bx/9I1oyrUMiqTL43cU2cVaM+EXmOcUdVpYLS0OWHhLdErRrIYArO+Eh8mhrR7IeyPdWGQ8VaPy11B0pQCsYKq0cLvRgNqMBWMcAqtceSPBolzLCxSVIJGVh1BCnerQBTHV9Mi1O3aCf9zYFWHiCMEUGFPk8gR65qgikC3txyz7ygN8/30twpMzcXaO2WP7dhJB/PFeg39D/AAwcctqy46Ylb9dK6d6KtCsLuC4gSQPDIsi5kJ3ByPsoUPu4o0vUBi7l/ONNqUmkM0rO2xJycUXFEkeJZtZ09xJiSMHIIAbPeelIff20ji5I7Y3DZycthPjVTTHNnup9bKCg8K4XhgvI9d58i8zR+HnN7YwTOUiDJuvNspz3ZqYkiZjzFi67Nk9MeR8aPwvwrfz8L6XeW9s7QzQc6lRnmPMQfdjFSSaTcwyRwyQydsELGPxGM/RjvryNZp3jXiLzZ62k1ayvw5PpEJcgGJpkGVd+Vh4bCoW9TtSGQAhhvyjcnxq3Xts+EkdVDnYRg/Nx0J8ar1/CuCUDJndVHeR0rkxzpnc42iO0fW73SUmgtJeximYFgFByQMdaNGb/AFS8l1A3oZrVQ8gkXmZxnxqucRwusQmEpBzui7DrVy9FFnbyaNfX890RIpaAQHHKwIByc7mvbbSwqR81l/5pR+pF3NpbXc5mnjQynqwGPsp9pWktdkw28KkRjIDHGM+Zq1+vaXEzK7Q5HUKgpWC/0iWVWYlY1O58a4t8pKh5qKVsrcvDkyJhvV1x3GQVB61okiW7PDPbNMhDKofOfGtCSLQjOwM5Yk4AJ6d9Rd/JwzG2csd8bE0+OM1JOyTnjfCRns3LfcSoFU9mwXIHecAHH01LakqWV9AquDEI5uXfcBSOtF4jSx+/1pqWmNMFTHaIN+ZR5fbTDinUYL3UoHtyAjWrqfeSa71zQkZEZpzmW9jLbmQMfjgmpPXw5cPGQCIoyc+HKM0fQdIF1ZyXYl5WtUaQIB87Cmja0M6S1x4wxj6hVL54C+hrbaYsJ50kZy2CcipJ50tLCIRxK1yHYMx3wp6YFN7eTmto28VFQt7dF7glXIVTgYO21Km2wbjZOF9b0+x0d5LnsJ5wgZox7DMfDOCNqofG93HrfHGl3MsASK8CEwnuXmxg/RUTpmoGMhLjJTufvHvp5rLK3E3DLoQytHGQRvn2zTc2GubGev2trBqlxGLaFeViAAgG1RjGJBlYowfJRU1xqvJr92B+Nmq5OxxVE+CFHJbrl+bge4CmsVxcPeCQq5VTsRuaSdgX9rJHhT2zi7MB491PVTTopjjzZduHNTdfaifmRhhipwc+Yq529zKY95G3/KrM9MZBMxIKs+CSpxgjoR5/bV80V2MQWR1K/gnON/1GpTidrxucbXY9vJnERJZunjUPomnyarrBbkLRwnJPn4U81R25eRd2JwAM9afPaS6R2FtHL2bJB20zA4y7ePwqUTgyPyJbV7WGGHspLeWVYk9oInMOY/YQPtrFuIICbmW4t4njiOWAPUgdTWx2+qGfheFnu0W4iDCTnjyXYE5PXfO1Z3rKlrR4J+USlyCF7snPw61WJy7mmZnqMnMyGiQEFtzjApfV7SQXgjhBkJflAUdTSclldWgV7mB40bYEjY10bfhK45/EPIS2/UYqf0TR31GwnnWQJ2e2CM81VuN2ABVt+mK0jga0urnQ5Gt0Rw/MD7QyT7q5pRs7XkpcFJf2WOSCcEHFN5CORTkg0rqGIr+4jOAVkYHBzvTGSXAwNyaEYld/Fj+MryYwScdakdMkU6pZYOF7aMH+UMVECYYVV2wKleFYDda/p8ORzGVW+AYGl28jOdI+jFChQr0z54hOL/3nP8ItUVztV64w/eY/wi1Q3NQydlodCbnekn3o7HekmNRZVCTnrUNr29p8al3PWobXji0PvpJ/KPEkeHXATio9QOyH+qKNx3CZdVkcLzmKMYy2AM4/VSGiNnTuK8KAeaPcd55V3pb0iRiT11CMh4gGHjuKv3En/EQ/bGGHmmnsIB/lLhf112wmW5lme3vbG6jjiIkFu/MVzjBJ6VXLbSLcbiCIf5gqV0a1FvdSlfZBhcEDYHp3VuRaXkWAH2abzn2TS2dqb3B2qgpK8Hna+96fYanW5TnKKxPear/BxyL785PsNTpO+KUINgThVX3DFGVyF9k4pPvNAHYVjBy2VJJyd6LAdhXPwD8a5bnKilY8Sr8an+29sf8AIj+ka8qoYV4/XKyF/viN8gD90r1TxxNaxara+s3cEBMAIEjYJ9o74rOfUuDbS6aaGJZr2SXmDiIk85PXLedTU1Fuzo8KU4xo0iNtvdG32mpFG3l/MH6KiIGwFDdTGw+OTUop9qQfkD9FNEkyu6of+M197o/6C0oh3pDUz/xlvPzYv6ApRDvRfYIdDxDtS6GmqHal1O1YLHCmjg0gppRTRTALBqMD50kD8aMDRMKg0bNJBq6DWALZ8KNmkgwo2RWNQpmug+dJg10HasKxTOKHNRM0AaIpZuBT/bl/4FvtFX+s+4DP9un/AIFvtFaDVYdEp9grK7nS72b7om21GO2k9Tt9GCyTkYXJZwBnvPlWqVler8S6vD6f9J4fW6ddGm00ztAAMNJl9yevcK0hsfbr0ZfuLBzcK6yvjZTDf8w14N++EZ4dS1t5I3bYZXr51734iTtOH9TjG5a1lH0oa8ARQ2trpkaPETN379ST0qGb5kV0/mSljBderxzGMdmCMHNPIrF5bySWRJng7VkQodu0I2BFOuIZfvdwzp1qoVe0IYYG+B41EXF9crcXFvaO68zxllzhW5h1+FJp1NSuPbR05pR2vd5Fn4dspLjW4nuIXEaRMqo5BxjcDaj67oMVhoc8kM/bu0vrPtYyo2yoz1qtQQTRFnmm7IDJJUkbe+jLGhmU3E8zMQHRBGzmQE42PSu7H42OcVJco48qxZIyrzILX4ZjcB4IiVA5MBgxyfId3WnugRGONUccpIK4PnVu0bSrSTVrQPY3MkLyoGD9wJ3BFX3048J6Xw1Jw9LpdpFAsqSLK0S4MjDBBPicGm1cZTub4+gulUcO2K5vz6EOBW9S0KxEw5ezgNwxP01R7OO91Al+aFyS0jFsg4O5zUsnFFjHp1/Ae1V5IDCo5MY9nAGQdu/uqG0aLlCCO5lUNhQwHaAHwxXhaTBUZcU5Sv7f+npOX7xuuEiUTTLq2jnjuo1AuLftYwDnmU9D9VRUVmyBR2ag56cu9XXiG6MfFyWkarzwWccY22zjP6aj7rULOTiOEzu1utxCrrJj2SzJykeW9ehj0q8V40/NEcmd+GsjXqRcUDkAkBc9KiNUmgtJea5l5ANvmk1Owsml30zo6XEsD8oDvk4K+Hd/sphxnq2n69pyRQSo5jxJlcAgD53Tuquo06wzjG7s58GeWZNxjVfUU0+wmv7FLm0illgYey4Q4NCK3kV4iEwFO+fEVZeAZ1u+EVJkaCGGUqGBAGNtj5U0mTsppVfqkp3/AE0Z4Nse+yscilKoldXSHvdQkihjPaO5wS22c/8AsU9i4bZbCeeaNi8ZwFUjHQ7n4jFWHTLm3ilieXHsTB+mfOlLidb221nToByyyR5Xm/Bw5x9ooY443jTl/vQ2aUudpVeEtNTU9aksr+IgJC8uEPL03G9SesaVbWd/EkVqYogww3PnnGxz5da5psFppHErXJv4QxgMJjMg5RzIMgn35o2v6xY8wf74W8/yqsqRNzFF5dx08ae8Tg9rXBGKyb1fTI3UrCOW/uTyhSVZwS34uDj6M1F61pEljoiaiqMjw3du0jqSRyEgEe41J3+u2kV/FMIJpYHVicLvupU/bULqGuXN5o0umxQmKGSIRsebIOH5gSKXFPGo9FtQpTgkvJjq4WC3NzbCHDw3ksfNjIx1G/uNLWmowafpVwbksFkAj9kdcmoe81C4uJJvZijSWRZyoy2GChevnim98JZdIuRKRIEwQmMdD1qc5N5FKKNiVY2pFisuLLfT9TubxNLkcSHKK/RfZxn6d6ghr8l9cyvHGSC7EcxO2WzVm7YTaLdc9siL2anI3Ld2R9NUnS17KaeA5BVz1PTpVFPxIbrF2yhPaOL7UryGNoo3RY5BzEADmzjlJHf0AriSy3wk7S9MrxAtyrty8x3+ukNZWBbmzmKLKytg77Lvmm9teQW2p3sqsphk2UIMY3zip+I6Si2M8a5b9RtrEckkCugZpFYAjPdTIJKO3Bijw6bAk+yfKppwJSuYmKF1JB3yN6JLBH2U/wC1lDYIPsdPZ/XUHNJ0ymy+VyJ21wLLSrMNFzlkwd66uqxqzHsXGfOm7kjTLFWXDBdwfGmuAR0pXgjN2yUtRPG9qNU9D1/aXOt3QktVkIRAO0UNjJqQ1rULi84olgEDG0KhOzERKDqD3Yq++hC3t19GmmzGJBIZJgXwAxw56nqaqPpK1C4g4puobeZ40wpwjEAZArr92WPC/qHR4Z6/M05VSv8AsQet8Cx+rNY22pLLO6rkmPAGc4AA37qqGg6f967vVrK6w3ZkRseYkEgkbfGrbwBqD3GvM0oyF9uKQkkq4zg/VUZaxi549vLS6zy3FwQ3nuWFUSfE48O6OfURg4TxrlcfmrGFvqtnpslncajYrfxSIymNgO4YG57vKvTf3Nj2cno2D6dberQNfTkR+ByKyfT+EuHOI9Kte3tGt5kZ0K28xIUgnNbl6GbO00/gpLXT7e6gijnkUpcjD8wwCfMeddeSFYt0l8TZzravhg+EXqhQoVyhKC4+UfH4x+2jqNq6w+Vb84/bRlFAcbXwPLAQCeWZT9dS8d1AFOCcZyAFO1NVG9KoPOsYcJeRhnwspyfxaSuHkmlXl51QY69/voKPKlVFAx0DNceN2lhdCuY25t+/alVWlAPKsYIyyu2WYZrq2572H0UqBSgFEBxECqAO6utErlSw3XpRgKOBQMJCBM9D9NKLGoOy4o4GaNWNYUDbGKHIO8D6KPiu4rUYJyjFALSmBQxWCJFd6KV2pYrvRSKwDwt905EYPTBq2V5e0SKQeeVG/wBVZhG2/WtS+6nkZ/TDqQbokUSD3coP6ayeNjmujGyM1ZoPBbZXSx4X5/8AxGtQQVlXAjZbTh4X/wD/AIzWsxioZF8TKQ+VI6q0ndvJH2apbtOrMA2BnA8adKuwpVF6UtDJ0T3CUYSGPlGAST9daLZj2B7qofCy/Jxir/aD2RWaoaLsdoKVUUVRSqigMDFdAo2K7isY4BRwK4BRsUDHDXQK7iu4rAOBa7iu10UyCj5255NhjIPhT+zyY1xTPbnYkZBO1TmkohtUJ8645Pg9Ka4PSvo21ewh9Dtl67ZzzPacq8qvy9qOckgHuFKwekV9UvmtDpUcMTQGNZI29pAOnQZx0Aqi8O67p1jwdb2TQ3E8rJll58IjAnBHnVbm1KW2u1n0+Se3mX5riTcfRimU7VHN4as2LUNVnkt+zsuGzJyjl7e7CxKfMk71UrW40BtShtNeWzkuZSwk9SZuzjwCVyfHu2rPtU1rU9Rci+vZpRj5vNgfQKic+ywG1SnjjNcotDLOD4Yjx29u0t5JYKyWTzAQAnPsjan3o/t7640i59TCGPtiDzSKu+B41BcTOW0mBACSG7vfVp9FCjT7W4urtYQXz2Sud2BA38qlP4cPA9OeTklNO4E1e8+VkntUViTkzZ+ypy04AmSMrLfxMW/BSn6a/EkYDRKm3dvTV9eiGWWZcjzxXB8TfYXjV0x0vASpJ2k13y7g9fKjXHANg0AzMTvnNRl1xbNGgMc7Hy61H3fGd7IvKJCu/UDeuiMaNsS5JtuDLFbgNHOyn80YzWeekjhyWyvA+nBeV3BcAgchxv8AA9alrjiG9nmVXuJSpHTNROqXc8zFZCSVON+8VeLcXaFceB3wxH/au6DZR+R8kdenf5V3jKWG34KgtfVY45ysQ5wN2HXr31XxfXmn3MkiqDbzxmPyyRjB8D4VI8eXcU/DmnmCQOpKr7iF3qse0B9EObrsNDWbO4jwPf0qGhB5EUnOUpW9kzo9pCPwnJPuFFiXDZ8FFUSpE/MeWr88CHvIqb1fEes8MY2CwQ/06rloSAygE8rnHuO9T3ETFdS0JuhWCL+nS+dFE+B3x0ueIbnbqc1VZ8DYkVb+M159emI7wKqmoWfarldnHQ00RKIfJaUk9OlPoZeXK536YzUcyyqR2nXOKkdPsTIed3EaZxnGc1VuhouiSs5DzKRu46b1bNGvDlcHIP4Pge8VXYIIIlPyxZgNs0lo0YOqpIwICnmbBxmp7ky8dRsao1nSZdNkureW+lmV0IIWNQeY9xx1NOOKILz75TvySS2lyqKkywkgHGOUjuNZbqmpONXDRScixPzR8p+Yf11ZLPja4t2MEvrTSDcXAGVPf08qRRZDPOE53FEvqPDupWEFtFaaff3KE9o+YujnfmHfURccJcSXd3HFDoV8b6Ve1bmgbfmGxz0+B6Yq72XH1hfpbSDVVs7hI+WRihPMf1VZ9O4st5rbs7nipVJO5iDEkfHvqiOV415MwV+CeItG/tlq2i3ttBGGUPMu7ynIUAZzVm9HPo7TVksjxTp1zHCb0RNE7mMvE42IxuCG+nNbpq2o215w9ZX9m9zcWdhcqs8zR5blKkc3wPf3U50nUeFtRvrWElZr6dlEPZMeZsHOSAe7HWn8wL4UZ9xz6DeG9JhtbvSLXUpEEv7ZiExYLH3sB1JHhmrLpfoN4Rm4edtPub1ZbxFdLkOVwmMhceB+mtoj0+3jlklVDzyABiWJ6dOtNo9MkhsjbQTpy4IVmjGVB92Kfw+eRfHbVWeR7r0eaHH62YLG+uOxkKKVlBLEHGQAdwcVB3HBVikEnJpeodozbLMMcvnmvXsnAPDssYE2l2pkxhnROTmPjtUbd+izhqbP7RG/d2r/AK6m8Mii1K8zxVq/DN2moLFYQhmfZII8s+w8KccBxJYcXWTaus8NuX5C8acxVsjGR7xivbPD3Bmi8Mc0un6VaJcnI7Yrl8eHMd6qPFPAOm6rqkN9baZDbN2gaR4GxzMGzuv6azg0h1n3cGw0KFCuo4CE4w/eY/wi1QnNXzjH95j/AAi1QXNQydl8fQmxpFzvSjmkn3qJVCMlQ+vn9pn31LyGoXXz+0/iKSfyjIfaER97uKfDni+wU846YC4n5vm8gz9IqN0Z2TS+LGdcKJouU+Iwu/0069It16q15IIRKyJkKW5Q242zVl0T/iISKaIJ7KOfhijWs5a7ZRHhTE+5PTpVaTXtZkjAgs9NtTnqUaY/WQKlOHNS1K4u7yLU5hcK8BaPliSNYivXAA3zn6qNg2ljz7NN7htjS34FNbgbEU4pLcGN/d3vT7DU+TvVf4MGPXven2Gp9sDc7UGMgZ61wdKKCCCQQR5V3D7cqjHiWAoGo7n2D8a5bH2VoYKoQSCcE7dKLa/NWg+xkZP6bk5uJ9LIJH7S7jj++NWQGaZdXt2aTMaTqTy+AYVrnpzR24k0oqzAepkbdPntWRCFVvPlFZHLdeoO9ebke3LJnuaVJ4Ypnoqzmjni7S2lWWFvwkbI+PhUpEebJOeYjBIOx+FYnY3FzaSrJazywyD8JDgn39x+NXXReNpYyiarbdqnQz24ww8ynf8AD6K6seeMu+DzsulnDlcoldU24lvPzIv6Ao6nel7G70HXtZu1g1GNLnljCcymMt7Pi2x+qnl9oV7ZsSYzLGN+ZRv9FdD55Ryx44fA1jPdSwOwpqh3x4Uup2oBYuppVTTdTSqmsAWB8KMDSSmjg0bMKA13NEzXRRMKA0fNIg4o4NYArmu5pMGug1gMPXc0XmoZrCtFm4B/ft/4FvtFaHWd8Afv2/8AAt9orRKtDojLsFZTrGh6nc/dB6RqsVtJ97bfTcSTlfYDZf2QfHcbVq1Y7xXxJq9v6f8Ah3QoL2aPSprZZZLdThXPynX6B9FCfQ+G93HozWNUXm0y7Xxhcf6pr54apcxvPGIHdQshJJGDscV9FLkc1tKvihH1V86Z1YXkoAXaV9v841DPKmimnjubH0tzd3iR9rc9sseyh+4VKW8UXrbXMzqqCBDg9SQ2NqhIwuG7SE+fLvSuozdlDbSKcqIj7Pjg0mByeRUdOXbGDbJLXTHPDdRrPPcKH9gtJ87B8KjtIuLiB7btxJywSKIxzdEzkj3eVNJNTMlkDFGhHMA/ioNNtAnWXWLdZCoQHlPMxyc+Fei8GVRc5y/1HIsuPctkfoahdcS6PDrUeqwi67VFCKvLyKcHvyak/SP6T4eM9P0+1i017eS1lMokMgIYEYwAKz7iCAppc8sSDtInXdRnGfDxpnw4on1mGOa7d4cDLSEDlGd651k3425MptqSpdf3NOseHLCbTYA5b1icgFs5AY9SB5VH2N/oul6m6wIT2M5BEbA8yqcbj3jNPNF16ZGvFMltLbQwvKhBI5eUeyMdQckVnEUHysru0RMhwWB3DZ3Ga5sGJzjc/XgeU5QnzzZdn1I3vG8uoFZAtxIeVXP4PdV04XudLh08Ran6lyQs0fJdcpddvnKc5361n01zHBqWlWrDEkMAI6nBZievuApzq1uFvpn7Ie03MGI65qscksOaT7tDThGeJR8r/QLqk1tLcydlIJlJKtyRkbHbr8Nqqa6NL20jsZREylAq7HFXOwtZ5f3GJmJ68ozTqTRrrGZlEQzgc5xmqTz5cqv9EQhgx4+P1f8A4R/Ct/NoekyWKWzSxSNzESTkL0wcjG+aNd6pdvcSMqQIHPTd8fE1Pafw/ZNFIdR1FYHRiORSNxgHP1+FRd/BpYvGisZ3ljXBZz4+VaUJuCcuh4OCl8JCaoJHntmaRstEM8o6nNNpVuJCxMlw7Nsx5zkjzqV1W3C6jpyRdHDKpJ78bA1A2mqy3mtNZyxvamFWd8DOSO41PFp3kfddjZdVse3lsdW1qtwoSOIO+M46k+6jPYTQwpI8XLHIG5CMb4ODTe3vza3Nrei7R7edjGUhUeyVbv28gandZuLcyWaWp+SDOcc2T7W/w3FUjijtbvoEpvekiO1tRDp+nySByDkZT3044u0mPQ9Ce9t5lkmUZ5c5BHf79jXNXe3OiQNdsywxvj2BnBNRd4xmhtYp5hNAuCmQSADvg5+ykago7vOwve57V6E9wdbQaxoEN3JbR9rkc7MM53I6e8U0nteeK9gjAEgLIPfnAp5oOv6fpmmmKV8SBtkjTORn6BUX9+o59Tma3hcrK5b2tsD3Uk5qXQ2KDi3uK199dVj1H1QuYygMJIbcAf8A6qzJoUJsYrhsh5I2fdickb1X+IQkXFUhzGbbnEnbe8bjzxU8nGGmrp1rYxRma6XmTONhzbde6umLxxi1wRfiTabZEXmmetPadgrHsn5mC7ZFMksoodWu45UQwx5dfaGN/wDbUhrt9faNECYYklOAAGyR76rtxfT+tdpLOCJVJJRBk7bCowm4pNfUrKMZOn9Cemfs7B2RgHCeyCetQTahdN1IHwq0ajGh4cSaGzjiVo1ftApycjHX31TgT4Us8fxfFySlldLa6FJZZ5sdo2QO7pT3SbCbUbpbeBo0YjPNI3Ko95pgCc9KsPD0duNO1C7ubnsRByBR2ZbnLHYeXvoSe1cE4/HL4megvRi4070O28k0nZNE83truQe0PSs39IF761r97PE3OxRFUkYy3KB+mtC4ISTUPQuYLblMkxmVTzAb8/Ws1htnvLyOS5OS0hd27iF2z9Nek4bsUOeX5fgdWizRxYssl2uL/H/xg4T7O3ltFiwp7RgR3/NNRemnHHIkk5kb1kncYODmrlxEtjaajoUdjJDI8mQ5iYEAiNjviqPYPbniK0khkmLNgyNMQSH78Y7qjPFLAlj7dtnCsqzLxKrhGvcPPb2Vnp5tCigRNzlR85iTk++tv4EftNBBDcw7Vhn6K88QRCCyjbmYK2GBXfbJ3Fb96MwRwvHnl3lYjlbm22qjluxRlJ8gimoypcWWuhQoVEBR2Hyre8/bRlFBx8o3vP20dBvQGsMo3pVRRAN6VUVqNZ1RvSqiiKN6WArUYMoo4oKKMB4VqMdQb0piuKKOBWox0CjKK6o2o4FajHAKNiugV0CsY4BXcUYDeu4rACctdxR8UMGsYJjyouKVINEIrGPI/wB1PwzbzcfW15bxt291bc0x5juVOB7tqxj9iVz1TIHmc16v9O1glzr9k7qCRAR9dZXLYpH0XFPiT23+P6iTqyicMabNpd7psVyVJe9DLjw5GFanH0ql3wX7/aMqHYXQ/otV1j7qSXbsZdcDhBSqik4xS6CgYsXCw9iOr/aD2RVB4V+YnvP21oFp80e6tIpAdqKUWijoKUUUox0UYCugUO+gYA60Y1zvrtYABXa4KOFooKC0YCgRtXRRNdHzsfZ8HPWpGzlKQKFOwpkP3X2s58KlLO37SBWHQ5rjZ6c+i5aLLnSLYnry/prk75c+VQA1z1C2S2jh5pEGCzHAqPu9SubtflH5AfwU2FFIg3yTt5dxRENK2M7ADcmmA1i1GS4ZR03FQHPmUZyceNHhCNMoZQy83Q0aFuyYkvkXDI6uDsPIVxLiSbDRnlPTamV5ytcqowAFGw7qmNKiTs+hJz31GSVWWi3dD3TWuuYLlse/apdY3bZgCSck0Wzj5sDG3lU1aQR84DdDUaRRMihpTTY5V37gKk7PhK8n5SIiF8X2q+aDbWaR5QKW8TUq6t717gKNAcihLwS/MrPLCpHnS1xwUsjJmaMEeVXlHUL+4k1ycF8HlC7d9EW2UaPg/sFftljmtpByyL4edZbxdosljdy2Mk4KIGmikYY7UY6Y6Bh316Da6trRWaeZOU7MM1mXHYs76OWNSe8xSYyVpoSpitWjIIpknSNQ3tAfNNTOkojXkYkUMpXcHpSUWgRoFKsSw6Hzp7pMeL9VYZAXBzV215CJPzLzpukW9zDzQRrz4+bjeqtxwOz1S1yMGONR7sNVu0hpLNklQns17+9Pf5edVL0mMi6zG8ZPykPaMD0BLb4qcOyjfBI8TKZNWdgPwRUJPCeXerPew+sXDON/ZH2VD3iqoIJG1MhGVXUbVcGUYVl3948Kd6M4eOaM9QeYUTV3UW0mM77fNNNNHl5L4DuY8pp5coF8kyYlbuo3ZqOpKmlCOVyKBwRUUw0INaLI2S2T4kZqcs5EMMUUruVjO2DiocqQcqSKAmZTvtRts1UaVpV5phVBcWVpKQMczxKSfftVM4/1V5NUmsoILaKxRldI4IlTO2Rkjc1HJdyovNGxqL1B5551lfJYeFNFu+QSS8jdfRf6brbsJrLie9tbVIgq27lCC46ENgY223rSuGuK9Bs7PVdU02Ozm5rxiZIFXJ5sY3xsK8bXCxNIPYXPXOKs2g3Qj0S5sUlkgaaQS8wOEPKMAGq7qXBLYn2euJ/SRbW6hrqS1gBxgEljv5CnFp6RdKl3Oo2mD3bivHE/El7YkpPF61KvshnfO3cM0ha8bOJZBeFo4yPZCJ0Pvoqc2Bwxrg9hXPpX0aOZkXtVWNsM8iYVvzTXIvSZpTSdq+oRovdHjIIry/w3xPp1xGsWo36py+yoI9jlPXI8atFlacPzyc6a7CIzvyphf01nOXmZY4eR6T4a4h0zii6u5bEyxNCFQvzYD+4HapiW3MG8ZkuOdgSCVHL5isO0HXND0XTXt7bUY2BfnLNKuc/TVk4Q4gtdXnlWz1N2WNlx2Uue/cY/TRWXyYrw07TNloUKFdJykHxl+8x/hFrP3q/8afvKf4Raz5jXPl7L4+gj9TSLGlHNIv0qRZCUhqG18/tT4j7alpDvUPrx/an+cKSfQUONFHNpnF433uIvsWnXpDTtLi7XGcqBj4im+guq2HFbP80XEefoWielXUH0uDUr1Y0kNugblY4BORgVddCfxELa6ZIy+zHt41I6bp0kd22wy0TqMfCs0k9I+rNFzQG3t1IxiOLP1nNNuGNd1DWLrWxc3txMBpk5UO5wGyvQVt8X0Hwprs2m6fTrGIm/1C2hx1DSjI+AyarWrcYcOWiOYpprt12Ahj2PxasvZZCqFiM/Npr2LMzqfa2yKk878kWjpV5s3H0WcQQcQjV2tLZ4I7d419tgS2QT3dKu7IucmNCR3kZrGfQ9xFonC1jrn38vVtHlliMaMCzSAKfmqAScd9Wy79JtrKCdF0TUL1c7S3BFtGR475b6qpGa2pyZKWGW9xgi8OGYYJ2HdjAodjyoXbCoOrNsB8ayW/4y4rvCexudO0uM5HLbQGZx/nPt9VQx0375Hm1e+1DUphufW7hmXPiFG1TlqILrktHR5H83Bqt7xdw5Zym3l1qye4IGI4ZBI25x+Dt1qwH736fCG1C/tods4eUA/QMk1hf3thhUxxW8cYx0jQL9lKQdnnfBddjk1J6tehZaD/7Et6Yb3SdW1XTX0i8MkkMLRSARsqnfIIJ69SKzUWDxyHtEDIWzk1atVtluHVvAYB7xUeg7NxHdEhO5gM15+bJvm5HqYMXhY1DsCQSciMq5AHTv+FLoFbAIyfoNSD2rKivC3OmM+dJ8qTE5wGAxkfp8a0ZmlEgrtJotSkljJZOVQfHYVaeG+PtU0gLC0gntht2M3tKPd3r8KhLhBDeZmDYIADKdjRpbRJgXTBPiOtMszhLhiywRyKpI17TOJOHOIlVbxVsLptgXb2SfJx09zU+veGZ4lElnKs0bbqCRuPJhsawgJcWzc0ZJHeR+qrLw1xnqOjOBbzlE/Cib2om96np7xXbj1afzo87LoGucb/Jl4likgk5Jo2RvBhiuqdqkdK460fVYVi1i3Fq7bFx8pCT4+K1L3HDkM9uLjTLhWib5rBudD8R0rqi1NXF2cMlLG6mqK2p3o4NLXen3Vn+7wlR+MN1+mm1EwoKMDRAa6DRMPYbOWa27aPlZRnK5wRim9PtPu4kgEUjFGAYZIODnzqPB6VgIUBroNJg0asZhwaNzUkDRsmsKWj0fnOuP/AN9orRqzj0en+3r/wAA32itHq0OiE+wVk3E/CGr6j6ctC161g5dNsrdO1uGYAZHPlQOpPtCtZrBPSTxJq1n90DwvpFvqF1Fps0cDyW6SEI5LSA5A69BQn0Ph+bg3mQZjYeRr526sgXWbxeQnE8gyPzjX0TPzTXzx4iHZ8SamnMVK3Uo8vnmubU9oppXyxKMj8GUqfBv9tKXYjezhExycspI6/CkkZsHKq4x3VyS0a99XghQ9oWYqMVPA6yKjpzU4NMcutk8JiihcxiPAIX2gfM020G2k027S6CdqrgqFOADTvS7TtUwYXmOfmhsVZdFa0+9kZliWMpKVPM2wz/tr0nPxXTfPocdyhzSoq+s6/LNDcWfqoC7g4fr7jUZpwljuE9XCCJuUsVBJIPnSevLPaalLH2iRoWPKEIOd+oNTelamn3rgtBArSMoBkUY+n6BXPLHDHjaiPDNPLPlisStNIyRXZj5sBgX9n3Hyp1pkL2DyGeCMvcsQzHdQD4frpmpiZuWaLqOrLt9NLvbxMgMM0iEjoHyPoNcmOdKpHbKFvch5eTsuvyIkR7OIRxghs4AUCtS4WhhmmuJ7iGK4xArIjjOCOpFZBFFcJKX7RJM7kuME/GtF4NuPV+JLO5uJUSzaykjbmbHtZGKvh1CWo3eTv6kc2J+Ek/J2Xu1u4JLiOMxJEzo2MYAyuD9hphxTd29skESrG1y7E8pzsuM52qJ4z4g0kafy2U6zXyPzIVk5Sm2M7fZWcW+oXP3yhur12ndckqM+0PDJ7q9WeXEoO5cry/8OJYZPJahS+v/AGWa3Rtdurw2UTtNHIFwhwFU9+/dRZ9Bu9MYTXMUaROvKGVs5I3388U1HFt8l5JPZQQ2zSxiNseAOR8aiNW1rUb/AAlxeFznPKB0rz5Z90apnVHEoytsldRRO006aVx2a3CEnGQozTrVr7RrdmEMscj5fLqgDEE758c4qrxq7adMshduZhux61HXVxDagiZxH+Lt873Vz41OT47KylDHJTFWisUuXksYpVJlaRDnYA++kIzJb3JlDs8rMWLSNk5p1pgimkhdjzwFuVznGD4VeOIdG0Ow0SW5t4YFuAispeTmJzjOxPhVoYZ+bJyyRpSSKSJbi4sJkmkZwCCsYHfnqB40xWF5JxAY5DIdgGBzT/RjFq03q1jJyl5BEGdehNGsp3ttTt+2mH7VlCMAAASGwc99CGLu/IPibq5G7pbWsfNdrNIxJUJGwQADqSd81ZNS0W2sI7aeyt7hInGC0zZJOMgj4VDcSqkEU0dk/PKsxPJjLYfw8AKWv+LpLuygs3txGFRFLlsnmAxTzcUmmJG3JNFWOki4+/EcfzrYGdCWz0O4+g1E9mYru1dEbkdFYHGAXB33+FWV9aaO9u5bOGOKG5i7GRCo9r2cEk9c1CPcIiJGXPInzQO6o+NFxSStjeFJPc3RaONxFPFGss6u7k55QMp3jpVZ5bWAAIhmCjAMgwc+O1NpLrYhFOT3k5pEu7EAnz99KozarpBebHB2nbJ2XiC8k071EzAWvLjsgo+jNRSSKwG2KbqAD0NdHQAg+4VVRrtnLkyb3dUOgVO236q0b0Q2kd7b8SW8sfaLJbRqV5OYn2vCsz3z1rXPQTBNEdZuZYpxA6RhZFUgsQxyFPeRXNqkvD5dcr9UHE3u4Iv9gXEFtOz2N3JErZ9mOJ0UeXL0qB1E67oshh1i1uEUJ2QcA4K5zW9anfRKrKG1XmIJBUDIqEkMN/DLDeQX0iBfZ7WYZY+Y8fKu6GWEHtWS2vr/AIRJqclzGl/v1Mhg1UTajp80EoHYc2EI6EqR0+NE0+dY9TjYnlYMMMegOe+pm64CjfTrm8gmkikj9pAwAVsnGM52qq6nY6nodykd9AW5l5w3zhy+ORSx1cM/Uh5YZY+DbtPbMWnQ3zpawvlTM7YUDOc58816B9Htlb2HDiQ2fL2XaswKsGBzjfIrxdw/NPxHfWtlbF2nhjYiKaXlQINzudsCvV3oCVU4BCqIhi7mHyTBl6joRXRGUVjUL+JE0588/C/1NIoUKFIYphHtt+cftpRRjurhHyje8/bR1FYJ0ClFriijgVghlHfSijcUFWlFGKwAy7UcCigb0qoyaxrOoMUcAUFFHUeFYB0DejgUAKOorGOAUYV1RvRsVjBQK7y0YChWMDFADamN/q+n2Ck3l7BCB15nGfoqr6h6S9BtSVhkluX8I1wPpNK5JdseOOUukXbFExvWS3/pXnc8thaQIDtl2MhHwFVnU+MOINQJEl5IkZ2CoeyB+jepPPBdF46TI++CS9Nd/bLrVqRcREJGyths8pB6HzrKrnVLd8hQ0nuXA+k0nxfNPHdR4kVOcEsSQd/11X2uW7HlkZefOCwbFcb9p5IfBBI7F7LhL4psU1BDNf2U8CrbvBKJFDnmDHBG/wBNSyatfRnDRWkhHXlZhUNa4dxl5G32IG30mpNSGC9oqgeOcUq1OWXxNjvSYUqSJSLWJRjNkST15ZB+mnyaxAu0iSIe/Iziq07qJOYuBvtjOKVjl7T2SyedUWqmI9FjLpw5xPDbtyy20xQOcOmDkZ64rRdN4p0mVVBuezbwkUisSslTtPYl36DFTtsHC8vMpGeucmj7zLzD7nCuDbLPVLG7PLb3UMjDuVxn6KkkPf3Vh8RA3eLJHQ9KkLXVry2Km2lnAHcGJUfCmWpXmib0fozZR0oYyazS24w1RGBcRSL0wR0qZt+NgoBvLUIO8o+fqNUWeD8yUtLkXkXPFdAqvWnF2lz455HhJ7pFqTg1nTrg8sN5Ax8ObB+uqKSfTIyxyj2h9jfajik0cMMqQwPeDmlQc04oCNqKNjRia5WAz53FiHz371ZtFC/e2Enqc/bVbmwDkDIztUtptwVsolHdn7a430enM0HR/RFqXEVlDqyalaW9rdDnRSjM4AON+7upTiP0VJoGi3N5cayWaFMhRBgMe4de+tl9F0yL6M9Edz/eWP8ArGsx9M3EPrczafC2Y4QZJcH8LGw+FS3ybonS7MKVvlBjFKRvyTOT+Cc03Q+1mlAf2zIPEZrqaIktodk2pajHDz8hkYknGavdro0VkuOZnPixqvcCKkN7NPJuUTb3mrPdahEB15TXJkk26OiEaVnS6xdBQW95elRkt3zZwcjyNM5Lg0iQXIs0OsyQt7EhXPgaeJxRdpgCc4HjVHa4II61ztnJ6mmoHZe34qvegnO/hSU/ENzMntzuRjpmqU0z52NOoHZozzGtYUifGo9rG4didu81C6jdlkMbnfGxpCJmPOO7FEvYu0jVh1xRMR9pednKUkwUJ+inF9fLaS20jKCnPhiOuMVHT27qQwG9cvLaa8slWEjtIzzAHvHhTpKxL4NI0WVXiSWJgysMgjcEVTPSSiDWYRDGV5oAeUHIzzdw/RTXhDXG06bspwxtWOHU9Yz4ipzillfi3RZYnDKViZXU7H2+ooriQ3aNHsbu0EOJLeEFwCXCDJOO+muo20RGY1j5T3gDem+pxM00slsAJixLxd0nmvg3l31EDUmRTynKdCp7v1UE2CivekG17DRS/s4aVF2PnWfWzkSMR1ByKu3H16J9MgjB2aYHHuFUS3PtsKrHmJOXZbkftEVx+EAa7nNMtKk5rMA9UOPhTrv26VFrkdMUB2ojnNcJoe+hQbsJgj5pxSUqMRtilhXJGVELMQoUZJNFNike0GXBPUU5hBXYkiom4u3uJMoxSIdAO/zpKW4lhAIdjnxNWpsQs6MpGHAPvGaMbW0l/dIEOfLFVaK/usgiUjyxmpezuBcjBdhIOq5+yg4teZrsevoOlyHJBjPfhqEfDWnMfYuZh7hmlIYwDUpa7YAFbc15jqCfkI2fDFmG3lnkHgTir/wcV0a6g+98aoS6gk77EioKzjYcvNgeVWHSU/blvt/fE/pCkcmUUEkeuqFChXonkEDxr+8h/hFrPmO9aBxv+8Z/hVrPW2Fc+X5i+PoI1ISGlXOKbyGpFkJOah9dP7U+NS7movVozJByjbJyfcKSStDdD3hqFZ7PiaOQEJJcxZK9T7K/qqA9OMhax1mPoojU+8nFSvDVwl1pHFgiYlorqGNx+K3Km2e+q76fbgDUZbJCQ87KzYH4Cgfpx9FVm9kLYuFb8qSMdji54cc2FB79ql+HIYxJIyHLcjAn6KYLb4XPTepvQI8MxHep2rzPGvhHtvCkO3iLZVeo3G3fSgiGxCgZp/FESN9qLJC5U8oBBNZzbNHGrDaXAgEg5VznY43+mn8B3KHuPfSNgoQyZAJBG9OntjI4YMVDCjGXHIHHkViVWBG3ntSThoZBy/D3UeJRGCCd12Ipw6iaIAdRuCaDYUgpUTw576YvCoJZup60pazmN2WQbZwc91L3MRPyse7AdPGkfDKRQwkUZUd+KJJDHMhVl5SOoHd5inMi9qvPGBnvpl6zE0yoC3P0DBciuaV7jpj0FiebT2AAMkDdw3qUa2juF50zG5Gdxj6aSgOWA+a/hnY+6nKN3DZh3U6kI4levblre97G4hYKw+cPaB99GEYK5gbKnoAenuP6DU5cxRXLcsqA+f6jUXNp0toxkg3Un2h1+n9da0zJNCKOkuRJlWHedqRmsHMuVIKHvGxH66ddms4wdn8tqA7WFVBywHQnpn9FZSozVjFobmzPOhwv4ynI+Iqb4b4nv9LnDWVxJbyHc8nzH969KZLI055HJAPUY6frrkunZyysEfxHQ1WM3HlMlKEZqmrNc0X0i2tyBHrlt2JOxuLccyH85P1VZH0XTtUt/WtOljeNtxLbtlfiO76q89QTzWknyoMkZ6kGprR9YntLjttPupbaUH50bcp+I767MetfU1Z52b2cnzidGoXmiXdsCyoJkHenX6KjO8jvpTRvSNKoWPXrVJ1G3rFthXHmV6H4Yq3WraLxNEZLCeG5cdQPYmT3g7/bXdCUMi+BnnZIZMLqaKdXc5qdvuG5oiTbSBwPwH9lvp6VC3EM1s/LcRvG35Q60WqApJ9Bc13NEBrooBFKFE5q7kYrGLV6O/39k/gG+0VpNZr6Oj/b1/4BvtFaVVYdHPk7BWP8a+jzVtd9M+icSQtDFpVlDF2khfL8yM55QvnzDetgqu8W8M/f82UiX95ZzWsqSKIZWWOQBgSrqNmBAoyVqgRdOywjcV8+eODHDxvr0R9lkvphv+ea+g3dXz99LUAj9JPEydMX0h6eea580d0lf+9D45uDtEKhCnmUn/NqV0PUV07Ube6eE3HZFjy83KdxjNVtGZCCpIHTejeszDmCFAwHXGaRY5QkpRZ0+PCSqSJ46rMlnJaxoiRPKZcge0Ou2fDekrbUbi3jeGKVUikYFvZByR76g3aV1y0zHyG32UI40EiEdSQfaOabbNvc5ci+PCtqXBaxFbtMzuMyHq7qGzTlY3KkxKjgf4P9VMp4WaQyQk82BlScUrpE0xupUeNkYISCRjNc8ZyXN2damlxVBjHPIPZgOPyiBRW0+Rv3V1QeC7mgXv5IxysEJ/Jxim7Wlwzc13fco8M0/jN+aQH/AFJCG0jjhHZTyhs8uefP1VJXEZutMs0VGldXKhVBJ6eAqHPqsVig5g0aufaO29Wrgi7ktZHktSTiNsY3PlipwinkV9DpOUdseyKt7CZLhlMPYOgyVdeVt+m2M1I6fw7d6q6yC4ggjMvq686sTzcuT0H21Y5bW51bUJJ/YR0iUStIcnOdht1O9Hvnbhvhy7ujLJPyzRykRp0weU/DB3r044fOuCWeGLFjpy/een+ojbngwWEkAaZLkSsI2llcxojHcbdSNqtWk2VrY2BEtrA0qMeZoI/nD4041OGDVdBYxFZRLEJ7cA55iCDkfA1C8Uapc6PoMOo2fNauzrzQsgYuTkYPgM+FXbx449HmrdN0yuccQF57sRoYDIA6dxHs/wCyss1ZHWKBZrgXHKTlF35Rjyq4vxBLe3T3GpO0mGXKnHze8DuqFaVYNRFzalowgKxocbKdt/E15nvEYzk6+qOyeCc4pRGlt6xbXOnxtE8DycrK7nAwe871q91HpK8Myi9msorqaAq75DPzY2I7z3Vlkhj5+1PIkn47DekJL2FCcZdvHxplrMjW2KsX3WMeckqHWkytpLSS2xaOQMHVxuSwPXHdXLzUXumYyheYsWZ+UBiSc7moya+eRSqKB5dSKasZGLBm+ulWPJPmToZ5sUFUFZJXmpPKSZZmZj9dMGuGDcyjpvSeO4AYx30OU9Mbd5p1hiu+SU9VOXXAVnkYEl9s9KHZ4HTYUYDLHAOMdSelAAk9QfdVUkujnbb7C8pwMYxRl3bI6d/vroHtbZJpRUYkltu7BPSsATx57UZN1wv10qsa7HG3lRlGcjBA8qVsI80C3gn1jT4rtC9tJOkcgzglScHf416s0Gyt9G0d9MsjzW9lKY41J5ioI5gMn315Nt3MU0co27N1fJ8iDXrDTZO2uNXVB7DG3nTz549/rFN3Fotp68Tnkg77VdQa4MUUdqu+3PyqcfHrVc1bibVLOYR88Ckrn2UB8en0Vo9+DFb2N0sMZZS0TBxvyk5FULjTSHvNbMwKQnl5SpUnJG+wr1/Zelx4tQ45m5Kn26V/kcntX2lLUaaE8GOOPlW0rfVc39foiL0q41O+iYCS2gh6hHh+d5gVX+IYJpbiSHU2DFAI8opCkA1fGjdII2h0q4eRBy8wUjI26Co3VtJfUBHNcwyWiM5I5zjPjsfOu/BDAsu6WGNfhb/ycGrjmeLnLJNfVJFa9G2jWq8ZxKqkRzwzRSKD+Cy42r0J9zvYW2mcAzWllK8kMeo3KgupUjDAY88Y699ZVwlo0NhxLZ3ENx2pw4YHG3snetm9C0MsPCM4mjijLX9wwEfQgtsT514GsSWumoKo0uKrzfkd2jd6WLctz9bvmueS/UKFClKlRPz2/ONHXFFP7o3vNHUVg2KAUoo3oqjcUqorGsMgpTFFQUqBWAADalEG9AAUcYUEkgDxNYwZRSiioq81/SrHa4voFYbcqtzH6BUBe+kLT4sra2802PwnIQfrpXJLtjrHKXSLuBXSQoy3TxrKNQ9IWoOD6ssFuD0IHMfpNU/VOIbm/m5rm5vbs/i8xCj4DAqbzJdFY6aT74N5vdb02xUm5vYEx3cwJ+gVA33H2mQg+qpLcN/JFYqbp2xywKBjp1pM38oU/OHhtgVN5peReOlh5mmah6Qr9yVtYYYfAn2jVS1jinWLtiJbqds9yScqj4Cq4k5eQl8nwAzSbSqc8wKbZ3OPqqTm32y8cUY9I7PKWcvI7vIerH2vtosiWsqfOlaUDJVO/wB9H+fGMoeTrlhgGkQiK5KuRgdFGKS0UphCwijLRxlVOxBz+iiSXPN7IYkd2KVWfti0WFJB32J+3rSc9qipzMSAO5vZH1UrkOkVnX/V8hp3YnwI3+iq/PgkNAQFx3gA1Y9bClwnZBlAxscZqEktInIRQzyH8FdgPorim0mdcU6G8U8cZ5pHdsdyjmp0hVgpiV8/jP0oyadclSY17Ig+yrD7aUNjPy+0oD525DzE0IyroLjfZ12BVQ8nNnqq7ZoqcgPZxw7tueuRRk0qRJAZECydSzHP1CpCGxRlKzSSuw6KpwKopNC7UxKxGMOGc745Tv8A/qrLpbSuMshAG2c4xUbbpIiAIiBM7jOTUpHc3GcJEEG3tPuPhTbgbaJdDyKe2yQBknORSkN3C6+xnHuxge6o5IZWk/BIO+/jSiGOIFpubIPXO1Mr8xXRKhklPskYxsc4prNEpOCZC2RmiJIhYiEnxwN6OINyS/KvU+JrWgcnXiQEZbkx83BwacksQORs7fN8aYywwDLlld1884pA3EaAvLKCT1jQ/bRtGpol7e/ls3ASSVHP4jHb6NqmbHiXVQoIu2Ef+UUPn41VBczhR2UXMT0XGDTy1upOTM8aqw8CcfCmU2umJKEX8yLoeNLi3jJuIYZCBn2W5T78U70/jqwuWCSQ3CN+EVXmUfGqIGE2SxYIOhxmjxwKjfunN3gLtVY55o55abHLyo8rysvZgZ9rPjS9o+IVGaZlQSfppaI4QeVVrgE3weheG+I1030X6SC28cDbA9TzGso1q5kuLe9uZmJkkDMSfOlbfUWm4f0+0VvZjU8w88mo/WmK6TcHyA+upKNMSTtFTj60vEOa9QE45gBmm8XWnEaOZkkA9kDrXSyCLVY8lqrpC7Esckmi3lwc4BplYEuxJ3o90CWFclcnT5BknZWyp3qRgYTx8wHtDqKjIos4qV02LlmUdQdjWaQqONETvijpCSelS5tgQRilY7UEKaAyIn1Y/i04hhIUg1LR2mTincViWIAX6qUZEXaWPMjkjfFCW1HZqOXerdp+jzPEwCHcUqOGbhwMjFZM3BRZLEcvTNNvUjDIHUez3+VaQvCsxX/ZRH4VmTwIPlRsWubMu1jRZGDX9hGXdRmWNRuy+I8xTLT5Fe/06XnzEjhsnooDAmtWt9Im025UOCEPzT+iqzxlocOmTnVbaFYrBgzThOiSHrt4GmUr/EZcceRZtRKly6kFW9pWHePGq9qcXbkuhCz957pPf5+dMdM1gQQRo789m26MN+TPf7qfXZDAkEEHcEd9ZAaooXFTEiBDkEOSQe7aqzbn5U1ZuM3JurcHuVjmqvbbSjzrph8pzy7JzR5PlpE8RnFSg9k4PwqAspOyu427s4NT58DUZrkeLO1w0Uk5612kQQZqB1O79Zk7KI/IqdyPwj+qlNZv+ttCd+jsPspjAuFFWhGlbFbt0KIMCkLw+0g8QacdKa3h+XiFPHsWXCBbnMhHxp4mVYMpIYHYjuqPQ8sqnx2qRTx8aaQIk5YXgl5VkIWTp4A1YrMEbIMHvNUflzVi0LVcFYLs79FkP2GoyLxZdbRenfVh0pf23b/wif0hUDY74qw6SD63Bgf3xP6QqRTyPV9ChQr1DxiA42/eM/wq1nbnetD43/eM/wAKv6aztzXPl+Yvj6EnNN5DvS0h7qbuaiXQRjXVhU2k9zKPkolLN7lHMf0CiOaaeka5XSOAJoSeWa9kS1XB3Ofaf6tq1pJyfkba5yUF5mfcCcXxaPovEsNzaXt3e6lerdRrAg5QNs8znZelM+PNTuOI+I7rVLm09ULoqpbiTnKKOmT0JPU0NHAWzuByblgfKi6nveSEjOcCuHJqJTx7Wevj00IZXOPZXuzJkxjY74qY0iAwM5bbrikUX5dgcKoFPbcKgJOQBsK5V2dbJCHDqck476UMXOCASNu+hZxgdNwcHenEW7su2Qce8UzYEgtooXJ8Rgr4U9iIZfHG9IQlVJUsM+FKJlWxtjPdTLoRr4gl2uCsgHXY0vbOGGCOm9AqGjdTgg/VTWN+TlI7qPYUhxdxFAXG+etC2l6K3wz1pymJI+gMbd1R069hKA5Jx81u/FI3YyQ5mj5A00Yyv4QH21F3aKriWHPK/UCp6xmWa3IOM1G3UPqshbGYGO4/FNc0pfE7OiK4G0bAgK579m8KdhyRyyfP7iO+ms1svMGDMB+SdqNFJhhE+WXub8WnQjF1YFgZBgjp5UtHIR87Ge5hSPNysEfGT3+NH5DuF+jwoBErrT1ky8BVGO5XGxprDO8Q7O4XPcR3+/zqTjLIAGXIozwRXERDgEdxGxFFPyYBgtvbFxLyA+G+wp1yAjCnrvy+NM5raW3JZDle9sfaK7HcMSAGCt3bdfdTAZyaCJWwB2TE4GRsaYT2gDcw9hh3jp/sqcLJMOSdAc9xppd6cYSjwTt2JO6Hcj3HwoqQrRGi6liIEy83g/X66kbW8DuksLMsinZkJV19xG9IS22BmP2Se4/NNMmh5ZPZ9lvLIp4yrlCSjfDNO0L0halZARakBqlqNsueWZf87v8AjV70jiDQuIEEVrdRrM3W0uQFfPkDsfhXnyK9kjcCdC4Hfn2vp76fRTwXRABJI38GFduPWSjxLk87N7PhPmHDNx1LhqJiTBzW8g/B+cp+HUVXrzTbu0yZYjyD8NPaX/ZVc0LjPW9IRI1nTULRf7zcknA8m6ir7ovG2h6syxSyHTrttuzuD7LHyfp9OK7YZceTp8nnZMGbD2rRWc/Gu52q8ajoFtN7bRchbcSRbZ8/A1XbzQLqEkwYnXwHst9Hf8Ko4tElkTJP0cfv9J/AN9orTazL0dBk4jlSRSjiBsqwwRuvdWm08OieTsFFd1QZchVHeTgUavL/AN0fq99B6UNIs0vLhbNYLeQwrIQmTK2SQOvQUzdIEVuaR6fByoIrwV6bI+T0p8Sjfe7J29wr3jC3NCh8VB+qvCvp3Tl9LfEYzsbgHH+Ytc83comRQ5NgMEj3UDykgKcE0Hzyj2e/xrmVyCMH3UyFDYHzQRkjbJrgPKVzgMD0FB8q2fHptRWb225sDAzuaNGJbWLmSK8R4XZPYXYd9PeH9SmuLt45VB5U5gw61D67MkksHLvmIZIPSlOFJD99eTAA7M4xUXjThbXJ0wySWWk+CS9YnmZw8hKkH2RtUVI5wFV3Vgd+b2hj7ajPXp7eRwkpDAkYO9Hj1LmAMic3dletZYJxXHI/jwm+eCzWUpXTQeXn9o/Nq5+jYRXGoMsmEjCMfaIUDfvzVAtLqBrBUDgNzE8p2IpeN2FsyMfks5qLbhNSaOmHxR+Fmr6/q2naRPey22qQ3MtxLlbdZOfsRy4J2GDuKqE3FMwuDJG8soKlSjn2TnyqpNcwRAjmAx4U2fUcp8muc9GO9UlkzZZXFUvsGOTDhxPFKnfb8yzvxFqJVBDObdUBVREOXA8B4VD3t80knNcTs7HvkYsahXuJZT7TlfzdqSKsx9k+1+NjNFaecuZyOX3mGNVijQ/lvUHMoBbPf0AptJdyyMTkb7ZFEAGegLEd9AAcoTIUj8XpVY4IR8iU9Rkl5hWYttIzE+IFc2HskjyHjR1Ug79D1rgB35UJ8Kr0QfPLBjAB2Gdsk0DhSRvv3ijcoGC+Pj3VzJI68w8KBjhyd+prmMD5QZOKOMnbHs9+Ooo/ZqCpCEsPOsYSRTgdAM7Eb0eOM59ogr1zSxQ9QQP00FUuO4UGzBFUKGKDOd/fRlAG+ACe/voDCL7IOM9cUZV5QSFwTvmgzBV9rc7n6KMBzMcjIHdQ2Y83X3UM5ffYDwNBoJ1VyGRRtg75r1DwfevcW0MhUATaXazKR+FjK/TXl1SoYKgZs/VW3+ivjaJtFksNWhit4rC1WCG8UkgjmJw/h5VSDilJS80PivxI0a2txBcC0geFZI7hsDmOwJGf0VB65YPNxRYTRwZntXWReVj7O2GP0Zp5pi+vadp1/pkiXKGYKOTfbm3x8KczIf2dt7bhTZkcmNjud69LDklxKXmjgzYqjKC8n/cLfev21i0dwU9WWQJzucc6Env7u7frUB6TLCA8Iz33M6XSIrK6uRnIqw8TYOhyTu7FsKQp+aoBGdvGqvxdqbRW2m4bniZIsxncH2sE4rYnLDmUk26XX5j6xRyafxZxXzLy9SA9HujWUCaTrUU9zJcXCShw8+UQD8k75863L0S2VvY8KulqJAsl1LK3O/MeZiCceXlWcaXpkt3xLFLadgq2/tFW9nZvAD31tPDyBNOACqvtHIAwM1xZU8uT3j1SX3Y+CSjj8Jev+CSoUKFKVKkf3RveaUTqKr+o8V6JYSSC41CHnUnKIec9fAVWr/0pWccgXT7C4uAdueRhGPo60kskY9srHDOXSNKFH5wq5YgDxJxWI6n6SNYmDC2a3tgenIuSPiarV9xDfXm9/eSyt1wXP2VJ6mPkXjo5fxOjfr7irRdPJFxqEHOPwEPO30CoO+9JenxIfU7aeZu4vhB+usPDXEo5hE6IfhjzpxbJICGQ7EbZFI9RJ9FVpILvk0e+9IerXJPqxitI/wAhcn6TUJdcQ314/wC2Z5p1PXmYkfRVcDtHFzTOmR0Joqz8xKwy4bHN8KRzcuysccY9InGuBIAEKr4nvqPu5mVjmT2uuM4+qolruUBlaQhifwTkmko1lfIUMWOPbzsaS2UpElHNIJULunKO4DO3xp0uojPLEgVQd+ZsA1GJbS8rdq4I8AKbkcpxE5YjfCgEVuGYlbmSaaXKyKgxjlXvqPPOLg8ik8uwaR9s0ZA7RHkZAT4HODSiW8M/KJS0jHpnYA+4ULDViZlbmCz3IDtsFTvqQgk7KMDslUdCzLlvf5UkphhBjji67ZHj50mwkfBWSMfjA7k+6lbClQ/jkWZhh28BzNkDzxRXSPlbtXLPnboMfEVV7+CXmJEvIwOxR8n6qPZTSsyxTzFQNuYDdqFIZN3TJK9hnVFwwWLxQ70ta2xOGeYyd/t5BHwpWBCE54k5gcZZz3eXia45VR1cDPd+mpSZaKS6GF1YrNkbcoOT7OPopsdOWJx2ZMHNsMnHNUn2k/MSCypnBJNBUhZu0WQsRtuck1BxV2UUn0iOkgljVlJDIBksvzaMscTFSUBYdcrsafzW0sy4jHZrnPPjAFN17BZAkkrvL1HKnKoFAZBILcMpYRkgHcA702nhlEh5IxvsATyjHjUwb8ljFGSH6ABKLFBJcFzKQWz0TqPea1Gv0I6OUu5WNOXk2wRkU9t7p+YgIscajJIUnehcRvax8qIxbqN+vv76MdOa5TtJmTkJGyZB+iipV0ZxvlhhfRICy88khHXOPhijwx3Lxc847OA7HmOM+Q7zSeq6YzMkUEXO2Mhs7j3YpxZ6Q9jy3E8kk0zDcSPzkfoFG78xevIVEzJbn1aNE5RjtHH2CmUSy3IOZpXZmxllx8BXLyORCZXVgAcojePupW1fULmdZbtByqPZGNl+ApopsDkkLHTJEtcwBA2PmsenvpGxgcBzcRIzA5LDf406dZZpDJLdTSIq5ESLhR8KTku7h+UdmiELsqjbHmKe0hOWL2ckplC8ud9mNSMUcUsxDsGI64OTUZZw3V7KYWcxRHBLJnJqcc21hCI4ggfGAAcnPmaFhaQmxYglE5RSUZADchdXPU4+2ndtCzwtvzkD2gOrHz8KYeuyiEdnDyS9OVhkKf00zddi7bZ5ablJKKMHNHj+aPKvTzfcsREErxSwf8b1L/foifcsFVweLc/+Q/369Hw5HmSzwfmYNpX9xxe6nF/Zy39o1vAVDtg5Y4GBXoK1+5qMEKx/so5sd/qWP/XTuH7ndoiSvE25GP7i/wB+keOd2kKssPNnlo6BND+6TJn8kE0eO0SMBCxbevTc33OMkpOeKcZ/7l/v01H3Mp5s/sq/+x/36PhzfZvFxrpmBafAq82K7cRe10r0Tb/c5dkN+Jeb/wAnj/10d/udAxz+yT/7P/fqXg5L6H8fHVWed4ICcZqa0u3zKDjYDNblF9zyEP8Ayiz/AOT/AN+pC29BQgUga9nPf6r/AL1bwZ+gFnx+pi6Q5xgU6gtS/KAMnNbOvoUC/wDTef8Ay3+9T6w9EMdq2W1bnOf+r4/9VbwMnoHx8fqZVpmhNKwLjAqy22iwRKuVGR5VpcHo+WIYGoZPj2P+2jNwET01HH/hf7aHgT9De8Q9ShwxRxA8qj3UHk8F+qr0vAGBvqOf/B/20ovAagf3f/8AS/20Vgn6AeeHqUAylR07qMJQ2xFXx+Aw3/P/AP6X+2iH0frn98D/ADX+2t4E/QHjQ9SjTwQ3kLRSADPQ94PjVbvLRVEtpeRRzRMOV43XKyL7q16PgDkbP3xz/wCD/tpPUPR2l5EoOocki9GEPd4dazwT7SCs8OrPJHF+jHhe8D24LaHcv8meptnP4B8vCkLDUOwXsZjmD8FvxP8AZXqDU/Q3HqNpLbXGrBoZV5WU22QR/Kqm233NDQRtF+yotED7ANluo8CefeqeFJ8tcmWeC4vg84cXODf4znEZqtQnEy++vVd59y8bhs/ssK+zyj9o5/8AXTMfcokMD+y/p/8A0/8A/wClVjjaVEZZYt2jzcfnbVYIJO0hR/EVvP8AwWj/ANrP/sP9+nlt9zOYIez/AGU82+QfUf8AfqcsUn5DLLD1PPw61G6xf+rqYYj8sw/kivS7fc2Nynl4ow2Nj6j0/wBeog/cps0hkk4wLMTkk2H/AP0rQwu7ZpZo+TPMMKZOW3PfTxRgbV6WX7lbl/8Am3/7D/fo/wDwWjjH7LP/ALD/AH6eUJMCyQXmeZSaa3Z/bEPvFeoj9ywf+1v/ANh/v0nN9ymZGU/suxy4/wCYf79GMGmaWWLXZ5ef5hP4pzUjAcxKa9IH7lMkMDxds3/cP9+loPuWTEnL+y3P/kP9+s4NoyyxT7POkIzTpI8ivREf3MJT/wCas/8Akf8Afpwn3NJX/wCaM/8Akv8Afqbxy9CqzQ9TFdB1hrN0iuyWg6B+pX3+IrS9GKyTWzKQVZ0IK7g7irKv3OGOvE2f/Jf79T/DvoUn0aVccRdtbqwbszaYwQc7Hm2qbwz9B/eMfqbPQoUK7zzCv8cfvEf4VKzlzWra7pv30sDbdr2XtBublz0qtngcn/n/AP8AS/21HJBt8FscklyUV+tINV+PAhP/AEh/9L/bRDwCT/0j/wDR/wBtT8OXoVWSPqUmxiE13GpHsg87e4bmqf6Z7jtdV02wAyLOEzOv+Uk3P1Yrb9P4JW0kZ2ve0zgY7PGwOSOvftVR4g9Dkus63e6jJr3Zvcyc/KLXPKMYAzzeFSz4sjxOMFyy2lzY45t83SS+5iWl49XkwAo5tsHr50S7UiQlSCTW1wehTso+X7+ZPj6r/vUWf0JCX/pzG2P7l/3q4npM22q/Q9Ja/Ane77MwTBYOdwWONqdc4W3U5BwxA8a2lPQSFGPv8ceVr/vUZ/QYG5M68AFPQWnX/WpY6LMnzH9Bn7Q09fN9mZXpsokgDgbDalJh8t1xzjHWtatfQt2HN/bzmBOcerY/9VGn9DJlZT9/Mcv/AHbP/qovR5v5f0Mtfp/5vszHLAFG36g1MqAYyR1zt7q0pPQyVct9/M5Of7m/3qcReiHlAB1nOP8Au+P/AFU3umauv0A9fp2/m+zMfnZg7AkleoApIElgoG3dWxXHocEw/fnH/l/96kIfQuY4lQ65zEd5tv8AepvdMtdA9/wX832ZmmnyAExnYN099OLuATIMD216e+tKT0O8pBXWsEb/ANzf71PP7Ff/APV//t/96pvR5vJfoFa/T/zfZmP2EhUcxGN98jB+in8iLKnKcFG6Hx8jWkzeiEO7MuscvN1Hq/f/ACqEHojePIOt8y9w9X6H+VUHoNQ5Xt+6Lr2lpq+b7P8AwZEFNvIsMm8ZPst+ik7izdC0qEhcYOB0862SX0SCWIo+r5z3+r/71Fi9E0qIV+/attjJtd/6VUWizr+H9Cb9oaf+b7MxVZAi8k7jlH4RPSnkMhQhZN/Bq1Kf0KJNHyNrIx523+9QtvQu0SFG13nTuBtun+tWehz/AMv6B/aOn/m+z/wZupzs3Q99HReVsg4HjWnw+iFkXlbWuYfxb/epQeiUjprHv/a/+9W9yz/y/oZ+0NP/ADfZ/wCDMsq+PZUEfXTG7skcZh9kn8E9DWuf2Jv/AOsf/b/71d/sTk9dYz/5f/eo+5Z/5f0B+0NP/N9mYnHI8bckoIPcCNxTyGVZYeVsSJ9da1ceh6OdOWTVicHIPYb/ANKkl9DhVsrrf/23+9R9yzfy/oBe0NP/ADfZ/wCDLRaq6+w2ftHvpC4szj215l8VrXx6IiDka1hvEW/+9Sw9FJxvq4J8fV/96h7ln/l/Q37Q0/8AN9mYVJZMDmNg6DuPWmrwsmCuVI+qt7l9ESOcjVeVvK3/AN6mz+hoP11n/wC2/wB6nWkzfy/oL7/p/wCb7P8AwYpBfyRH5ZS35XQ/7akIp4rpSPZfyIwa1OT0Iq+R9+9j/wB2/wB6kP7BeCCuvlSOhFr/AL1N7pl9BXrtO/4vsyoaHxRq+gnksLwvb/8AVrj2oz7genwq/aL6QtJ1Dlh1iJtMuDgc59uEn39V+P00IPQ46RhZddMpH4Rtt/6VHb0PBgQ2sgj+Lf71dONaiHFcHFmeky83T/Bl90GNXuRcRPHNE0eFlUhgRt0ap6qHwNwA3CurPdrqslxE0TR9hyFVySDzfOIzt4VfK74NtcqjzZxUXUXaBWPelH0YW3FPG9rr2oayLC0tYIkdGi2YK7MfbJAGc1sNZN6VfRJPx7xBDqH7IZLG3jgSL1XsTIhKsTzfOAyc+HdWmm1SBB07NTtyht0MRzHyjlPiMbV4d+6GTk9LuvbH2mjbY46oK9wWVv6tZwQF+bs41TmxjOBjNYr6SvQL+zTi+81wcQepeshR2PqnPy4GOvMPsqGyTadGdWeRFZVQ4AFdUDqB16E7V6U/4Lns4/ZWff6j/v13/gvE55uK85H/AFH/AH6rtYp5pJblHK42O5G9EZgTkEkjx769Mr9y8VXA4r/+w/36KPuXPHivJ87H/fo0zHmWRMnm3yfCnWk3DaffrO68y8pBANekP+C4eUgcWkHuIsOn+vXf+C57IB4ryfH1Hf8Ap1qbVMKe12jzC8ZLF8LysxJzR2VRjk23wABXpo/cuc3zuKwf/If79D/guHl5RxZj3WH+/R5AeZlHKvMwwD1o/MVHZkyMG89q9ML9y7ygf8aySO82P+/QT7l9hnn4s5v/ACGP/XWpmXB5nwMkSDIx37ijqzR7bY8q9Kn7l3w4rPxsf9+u/wDBe9nB4q/+x/36FMx5pB9rkCk57z30G5QmHZsnbbfFelj9y9kAfspGP4h/v11fuYCoOOK9z3+of79amY81EHAwoOO/NcXLA5OfcK9Kr9zAw2PFmR4eof79G/4MJztxVgeHqP8Av1qZjzSV39sjA6EmundeXcA942r0ov3L6hcHigEHr+0ev+vR/wDgxkABeKQB52Of/XWpmPNXJ3MpIHea6FWMZY+zXpMfcxkZP7Kuv/cf9+gfuYyWz+yrbvHqH+/WpmPN6gnPKcZ6YoL83PNzMD1WvSJ+5jPLgcVHHh6j/v11fuZAo9nigA53Isev+vQpmPNowWJ5ceZFdOTjBJPiO6vSLfcyliC3FR2/7j/v11vuZcjH7KSB5WP+/W2sx5vOVHUZ7jnNAY5AXJffw3xXo7/gx7gjikgjv9S6/wCvRm+5lJORxTg/xH/frbWY82+zzfJ7L4V0t7WVxnvJNejx9zGcb8Vknx9R/wB+k2+5fJOV4r5T4+of79baY84FymckZ7iKv/onk7W21bKGQtJAgQHHMcnatLf7lovjn4sz/wCQ/wB+rNwj6Ajw9HMo4i7ftJYpc+qcuOQ9PnHrU82LxI7fqv1HhLa7/Eo2j6rrHDmoyyQszae1y0qWckiAICegbNaToPEUGvaozQxLGoBy7OMhhtykVLz+imB/m3duMjBLWuSfH8KmyeiWWGdJrPWIbd1xnktMBh4H2q9WLxQXwy/3+hxvxJOpLv8A31IziQctndk+1anmHMpyAxGen6apXEjLLoGnS4ziJk8Oj5/TW2RcEA6fc2l1eiZZjksYsYOMeNVoeiOZtBOnS68ZD2jssrW+4UnIXHN3VJTism9PstnbnpnhS5tfYqXo4urj79SetpyCaM8gzk7AbVuXDxzp/TADsBVI4f8ARpPpksEs+sJPJFIzZW25AQRjHzjWgadaep2wi5+fcnOMUJyjtpOzbf3jklSHVChQqA54lvpJ5L+6AckCZ+mw+caCz5yC6g+I7q2q49A/bTzSfsjde0dnwLTpkk4+d50l/YBAOV4kcf8Akx/Wri8GT8j0/eca8zI4LuAk9umVX5rN7IzThr6DmJzGpHsjCDb41qp9AZJbm4lcqe71Mf16VT0B246647HuJtf96t4EvQ3vMPUyFtVJkwQXI6b5zSiXsr45lMaHvLdK2FfQbGnzNdZT4+qjP9Kjt6EVbrrrEeHqv+9TeFL0B7xD1MhiW2ZmaRyzEbEk7+7NLAxnHLzBScBQMGtbHoUXseQ66w81tQD9PNR4PQrFEwYa03Ntk+r7n/WpfCn6DLPi85GQGVEx2UJJzjLbVxGY+07rk9FTpW0H0QjBI1kc3cTag4/1qj5vQcspJbiGXJ7vVgF+gNQ8HIw+8Yl5mWes26uFkfJ/FLZ+qlmuYXQRjlTm3UEbke4VpP8AYMbm24iKp+ItkAP6VL/2ExyFRrvKT1YWgz9PNSvTzGWrxebMmmk7JCucKdhn2fqFNo5Z+UmJnMZ+dg4rXl9BiYxJr8j46Ztun+tTqP0M9kB2eunPeWtQT/SreBk9A+9YvUya3YiPPKFHUM9I3DqkseQXMn98XAUbd9bE/od5wOfW+Y9+bX/eoq+hlQ4La2zAdxthj+lQ8DJ6A96xepikRzNlFVQQRzY6080/T5J42e67NXDHp1xWwz+huOT5us9mPK1HT+VRF9C8QcM2tOwxjBt+v+tW8DJ6De9Yl5mUkmMgwS8yrt7J2+NOlleZd4k58Zzg8p+Nat/Yii7tWI22Atxgf61BPRGvPmXWDIuPm+r4H9KpS02V+Q61eH+b9TIJiWIGS7H5yoPtPcKbQiJZCsjg/ixoNh7z31slx6H1lXCayYwD3W/X3+1QtvQ9HBuNX5m7ybYf1qnLSZvT7jrW4P5vszJVaV+YKDlO45UH9dIzQNMp9bKMJNuygBAI8ya2aX0SI/Ly6uVK9D6vk+751HT0UIgHLqzBuhb1cZx5b0nuef0G9+0/832ZkNpYoIweYRo2xXJz7t6X9XkkQxp+14cjBX57Y8TWtN6K0MZVdVIY/hG3BI+ukn9EwYAffuUD+BGfp5qPueb0/Qy12D+b7MyRbdIbkhcs57xlj8TT60huGvOeZIFg7kK+35b5+o1qdt6LRbRlIdYcZ/CMAJ+nNLxejREwTqZLDoTDt9GadaTL6CvXYfX9TO7SHsy9xIOzRdsnAHw8aUgjikTtDIFd/wAHIz/sNaIfRwpUg6lzEnOWhz/6tqB9HQb52pDY7AQbD66b3XIukL75hfcv1M1mt+eQEwP4c2c5pGS3EB5ngYMu4UdD761Uej8KuE1NgSN2MWT9tFh9HUMbc7X5kf8AKi2HwzS+65vT9ArWYPX9TJrxHlYKEKo3QDajCCCy7NEUXLHoq7jzJPfWqz+jiGUr+3yFzlh2Pzvro39jqBPahvAjgYBMOcfXW91zX0b3zBXzfZmZSXctqyiKN/lOgAGf9lNbjUIIpGa8jQyZxGsWCFPme81pVz6L2mjKjWXUkbt2GSf9ao629D7wXgmXXVZAuORrMHPnnmqnu2ReQnveL1/Upsl/aiw5fWRbmTZYgMlj5moCbUpjO62RVygxz8wA9w861ST0QDkzDrCJMScubQMAD3Ac21MP7CTsyh+IAI13CpZ8u/ifbqc9Jml5FYa3BHz+zNnoUKFeyfPgoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYwKFChWMChQoVjAoUKFYxShJJ07R/5RpRZJP8I/8AKNIr1pRKYRqhYSSfjv8AyjR1dz+G/wBJpNaOtEwoHf8AHb6TSgd/x2+mk1o6jNAwYM5/Db6a7zP+O301wV2sYLzv+O300Odvx2+mukVzArGOF3/Gb6aHM347fTXcUMVjBSz/AI7fSaIXfudvpNKEUQilHQmXf8d/5RpNmffDv/KNLMKTYUrCmQV5LcRXUjCWVoyd15jlfMeXlXFnlKgrNIQehDnelrwgXMmSOtNkRVclM8p6qBtnxqLOiPQr28v+Fk/lmu9vL/hZP5ZpMhidlx7zTdhILxIy4AYZxitZnQ+E8v8AhZP5Ro4mlx+6yfyjTK3Um4lUs3s9N6dCJc5xn3nNYRo6bhx1mf8AlmkZ72VFJDysB4E05WMAbAD4U31CJnt8RqWbIOKwVQvZ3F+xMMIkImALAkk7efdXeecMczN/KJpezuZ7WL5BV52XkJb8EURtzmmF8xMtMQM3EvwYiiJzx3JDPJzEZRi5O300tilBIwi7PbHjjf3ZrIw0vHmWNWEsnzgPnmlJWl7JsSSZx+MaOcEbjNEbmz1GKwV9QlrJN2C88koPmxo5ll/wsn8o0xmafn5VOx5tyDnbwpyNlAPhU45FJtLyOnNg8KCk/MO00uP3WT+UaTaeXH7rJ/LNFY7U3muIk2aRFJ8W609nMKPcTY/dpP5ZpvBNPJeH5aXCLj556mm8t9ACQGJIG/KpNLaMe1h7bBHaEtuMHHdQvkL4ROQyS4/dJP5Ro3aSdonyj/OH4R8a5Au1GK4kT84fbViZeaFChTCEDxozLohKMyntF3U4rP2mn/w8v8s1oHGv7yn+FWs/YUQMRae4/wAPN/LNENxcf4eb+cNKslJlcUACUk07DHbz/CQ/rptJNeR/84nK/wAI366dFaTK1g0IJfXH/WJv5w/rpZL2c/8AOJv5w/rpGWBWORs3iKbNzRnDj4imTNRKC6nP9/m/nD+ujetXH+Hm/nD+uo+OWl1YHpTWAc+tXH+Hm/nD+uurdz/4eb+Wf103oVgDsXU/+Hl/lmjC6n/w8v8ALNNAaODWDQ59an/w8v8ALNd9an/w8v8ALP66bA12sAcesz/4eX+WaHrU/wDh5f5ZpvmhmsGhc3U/+Hl/lmuetT/4eX+Wabk0XmoBHPrU/wDh5f5Zoetz/wCHm/nDTUtQ5qAUh4t1P/h5f5ZpxHcTZ/dpf5ZqNRqcRvvSSKxRLQyzHrNJ/LNSNsZSd5ZP5RqGgmUVIW07E4WuWdnVFIn7fmwMu38o1DcU8TR6PPaWgdlluQzdoTsir1NSNsdgXbNH1CwttSjjiubdJVVg2GXPwqE7rgtDanbRTbHWdQvNb0230yRyxJmneRywaDOM+RrQJZmAPtn6ajtK0WOHiC8kiRY0S1iiVVGw3Zj9tKa2fVYOYH2s499LijKK5NknGcqiI3VxIAcSN9JqJuLmYdJn/lGmtxqPjUZcagDneuqEWRk0h1cXkwz8vL/LNR8t7P8A9Yl/nDTSa65j1psZeauqCOSch/67cf8AWJv5w/rohvbj/rE384f10xL0A1VRFsfC8uP+sTfzh/XRhe3H/WJv5w/rqP566HphC7+j24ll1x1klkcdgxwzE94rR6y70aNniCT+Lt9q1qNSn2PHoFYb6ctGk1LinTZbXUru2kiRDNCkrIjx5bcEH52fGtyrz/6cdUvbLj23jhtFltWsoyzK+HB5n7u+ggT6KRx3qd7pWlRXMN9dJcidFj+VY7E+1kZ3GKa8PcWy6tbJILy5Vz1UzNsfpqYNjpHEyLaavcyWTdYrsDIU+Dr4eY3FVTWeEp+GtHtNb0svJpqSdjcORtHJgnAPerHG9FpNCpuLt9FxW9vCNry5/nm/XQN3ef8AXLr+eb9dRumXTXFnDKyBCygkfq8qehweoqLZ0pCq3t4Dvd3X88366Obu8/65c/zzfrpvkU5g5XXGN/OgOkEN1edPXLn+eb9dMYry9W/uIze3OCquB2ze7x8qlZICAG5NqrN3OqcZ29vyFQbVst4tzAgfRmmSs11RKNe3oJ/bl1/PN+uiG+vf+uXX88366VaE858K4YPKlaHETfX2P7suv55v10T169/67d/zzfrpYwUk0BwdqBjsV3evIB69dDPf27frqR9Wu2X5PVLzP8Mx/TVcns70uTDJKq+AjDCk2TUocEOuR+PEV+w0647EJa9fUbQEtf3RUd/bOP00jBeX+AxvLvfuMzfrpg9zM0hW4jyRg7scHzp/pz+syleXBAzUZTV0dEcbq6HK3l933l1/PN+ulBe3v/XLr+eb9dKrbHwpQWxx0ogoSgvL3tVzeXXX/DN+unN7fXgVMXdz1/wrfrpFhHC8YkYIXblXPefCuXo9lK5s9o6MKVMTN/ef9cuf55v10aK+vS+15cn/AMZv1015faBpxZJzzEY7s1DHe5DySpjkXt733d1/PN+ulFu70na7uv51v10b1fG+DTUziQtHYIbmYHB5ThF97dK70mzm4Q9W7vMZN3cADvMzfrpBtbuj7NpJdXD/AIwmYIPe2aJHpLynm1CQzDr2SezGP0n409NmQoEajlHRRsBR6B2MlN5cuH1HULlwDkQxysqD375NSgvpwBi8uP51v1039UbO+xxSbWjNkEkDyoOTDsR294jWxUetapJEWOAvasWPuA3pO04giu3kWDWGc/Ox27A4+NC302OBi8aqHJzzFd/p60SWOGMO912IXmPzlGT+mspWBxofJe3R58Xk5HMekrfrrsd3eNM49buBgD++t5+dR9tPI8Z9StGkBY4d/YQfpNFFtNNLL63cMvQGOD2QdvHrQNRJy6sLMj1i/mB8DM2T8M1xOJb2ePNityyHYPJKUU/Sc0yitra1OUgjjfrnZj9NJG4TkQ53A8cCtuoDx2LalqOpvaSvcalOoC57OByoPkWJzSEUs9vaRzxXV32bHJDTsT4eNMJ9R0+5m9VupwItjN2WHdV8eX31R9a9J1pbRy2OlWs1zGrNyySDk2z4UyuSISSjLg0KTV7xWYC7uAu399b9dbV6EZ5rngoyXE7zv63MA7Nk4yMCvIOnavxHqupWjvatDZ/OnVUxtvjc7/RXrX0AqV4AGTn9tzH6xTQ4lQs3a6NIoUKFWJHmTRvvjp4ujdajeSXM07u5adyF9o4Ub7bVKLqV5/1y5/nW/XTO6Yetz/wjfaaKvlXk2WJFdRvP+uXP88366Muo3g63lz/Ot+uo4NSVzc9ku27noK26jUSVxrN3EMC7uS56DtW/XXLW8vyxZr26Ld/yzez9fWoy1iZ3LOfb7ye7/bUipVFwNgBWTb5ZqJJdQu1UD1q4/nW/XSE2r3e4S7uNup7VtvrqLnuuY8qH2fHx91LWsGMPKN+5fCjub6NQ/t7q9kwz3dyI/wCFbJ+upBb+5AH7Zn/nW/XUYZAgyxwKSDvcHCezH3t40ylQCTfVbrPLFczs38I2310rBc3Snmku7hn/AIVsD66YwqsS4T6aXVtqdP1MSK31yf8AnM/84f10cXtz/wBZm/nD+uo9Wo6tTWLRILfXP/WZv5w/rpRL24P/ADib+cNR6tvRw2KNmokReXGP3eb+WaOt3Pn+6Jf5ZqPVjSqMKNgofrdT/wCHm/lmlBdzf4eX+WaYhvCjB6awND8XU+f3aX+Wa761MP79L/LNMg2aMGo2Ch8Lub/DSfyzXRdTZ/dpP5ZpmDRwd6NmHouZf8LJ/KNHW5l/wsn8o0zU0dW7qNmHouJf8LJ/KNKLNJ/hZP5Rpkp7qVU0yYo47aXulk/lGu9tKR+6SfyjSKtQLqD1yfKmNQ5try4tduZ5oe9C249xp4D6yhls5nZR1QsciovmkYbKFHiaNCvZTCYOwkAxkHFZMDHhkkOxkf8AlGuw3MsC9nIZJLcnOAfbTzB7/dTdpuZiSSxNcQrJIFldo07yvX4+VEA81DU44kiVrlOZ/mNzYLDzHjUZe6rDatie6YuAW5QxY4Hfge+m+taaOVGkjWWMOJAw7gAfaz31BXVncw3Fo8YixHkoUC+yvcueppJykhkkSmra/NbLKYTK5WISBjzBSW2UZ8fspjp3EVzdyyRyrdQuu4Qk7H8XOO7rR44rm4iid3CyfOYRfNz0yD30pPYFsLEiKAwIcjmJGO8eJqT3N2Hom1pRelEXpSi12AYdaUAoi0oorADAUoKKopQDNYwAM9K7iugV3FYwQ1ylK5WMEroFdxXcCsMghFFIxShFcIpQiJFJsKXIojCgzEPcoPWHOBnNJcm9L3P90vk7eFJ5qLLJ8BOUZ2pN7fmuI5ebHKOmOtKNKgPzh9NE9YjIJDZHkKAQywqszSDPMwwfClNqatdxqOp+kCim+T8Hf3ZNYHI9GQTnp3V2mBupG+ZE5H5uPtrnaXLH5mB5sBRC0SGaKZFHUge80xEVwScsoz4kmuLaP3y4/NQCsAeNcRAZ5x8N6I9yijYOfcKRWxXqzyt72o62MIOezGfOsYI98oOwGO8lxtSRviW9kKR5BiaerAi/NQD3CjdmMUaARpurkk8qvg9ByBcfSaQY3bAg85z3tJj7BUwY/Kk2h3zQobdfZCvbTOuG7PHnlvtNENpITkykH8lQMVNNEKTaPahRk0QU2npIhEjSOPBnNTulwiO3jVRhVAAFIum1SFkp5FoxXJpO0SFum1B1xIv5w+2l7dfZoso+UX3j7atXBG+S30KFCiAgeNP3lP8ACLVCIq+8afvKf4Vf01Qz1rAYmRRCKVIopFYyESKTZaWIohFawjdlpN1yMEU4YUmwoBQwkgI3jOPI9KIszI2G9k0+cU3ljDKQwzWswpHMDjJpcHNRTI8Ryh5l8O+lYLodO/vFOnYtEjQzSSSBhsaOSPGiAUBoZpLmxXQ1AwctXCaLnNcNYwbNFLUXNcJrGO81c5qIxFJlh41hhcPSiOc9aZ8+9GWQDvpGUiyUhk3qRguQg61XhcY6UcXJHfUZRs6Iyos0WtQQXsMVx2vKfaLKhKqPEmrzYxRyRRyoyuhGQQcg1kXrX5R+mn1lxNe6fbPBBMUQ5xsDynxGai4U7fQ8nujSdGlWV1H63qsrsFjidYyxOwwu/wBtUDiHVRfai0/MezTKxLnYDxx4mqpZT3UC3Qn1G5u2nkMjGVvZHhgdK5NcFs77U2OEpVuEe2DuI+ubrmzvUbLMSetJO+aTJrriqISlYqZD40YOfGkBvSgqiIsV5s10NSa7UbNGwUHzXQaTzQBo2K0XP0YHPEUn8Xb7VrVayj0XH/jHJ/F2+1a1epy7Hj0CvNv3Q87Q8e23h6in9J69JV5w+6Kj5uNLU/8AckH+s1CKsWbpGfWt5zYwasUmpX15wZe6P26+pPIsnIy5w1UlUaN+ZD8KsuiyGXR7522EZHN9FFJpgk040GtVSC3jiBGEUClzPHGPbcL7zimImt5QMsp95ppp1rE+sXa6heJZWUsOIbqccyo3QAY/BJ28RUdjbL70iahuVlz2Tc+BnIBx9PSl4bySFlMqR8p7sk/oqH0LUHtNGjtVnnaBfk2I3DYOM4HdU1FNYRXkMd1dc8Em5eDqPcD30u3kqpokba/spGZJ+aLwYZIamev2drz2V7p4sXeKUGa4afkmwduUKTgjHgKYtdxF2Ecg2PTO9Stl97JdIvJb1rd7lMCGKWPOc9WU52IpovkdtOI/ngt42A7dGHiu4rvq0BGRKufM4qGEIubQ9nbjlU+1NGSD8cH9FFuYbuwuDBcexMvVJuozuKUNxJCdEBwu/mKSEQNRMWoSrOYpoguM75p3BqUZOz0OQ2h124so+btuyjG+T0FOG1XmR4pLmEbb5wCM1Gaxcvc6TcQ2j/LOAFxUfqFzqJmuBFCkkUkcUY5lU9NyffTq/Um68kG1tE9ZQx4xy91K8PLzXbjwQ/bXNebtLpXGMFR0GBRNJ9lrgiPtH7I8i77nu6Vx1+8O2/3ZZkRR1O9R+o6vaWaTjBkkgKrIBkBOboSfDej6b+9kEV9G8M4TldSWVgftzUbYaK8z6vb6uZbK0uLhZ7duQSdoqqAO/vI3NdSj6nLJvyGcSXd/xBeIqSSx2l1E5kAyFQKeYDwHNipq9/AqSmvbM8sEUEMMzLyloouUyfnEdT76j778D41y6l2dGnVRYzIqU4bhlmvykFuZpGXAGcAeZPcKjKmuE7g22os4blJTG1Rw/OimX5GWe14XFxNJ99nWZRykQxgrGM5697fGl202xto2SKJEAY4VVwOtct7y8up5ViJYHlpWKBo0Ml1KoHMcjPnXp1Z59tEVNbBmwq4FdTSbiTdUIHialH1SKFWFtY9oV2Lk8o+k0xn1C4uH5O0EQYbCPr9JoOPqHe/IaXFolqM3EgXP4x6+6mDO8ig2cDOvc7+wv17mk5NStLJnmnYI22Xlffp4mqzq/pK0Cwyj3qyyjbkhBc/VSNX0Pu9WWV4bmQYnuQo/EhXl+s700SKNY5eyRBMzMA5GW+mqFP6QNX1Pbh/h+5lUjaWf2V/9/Gm19o3FuruO31eOxtCOYiEFWBI3G2/XPfS9dsbn+FF2m16x020/tjd28bAnPasPHwqp6n6StKtpG9WE920u6CJMBsbdT7qb/wBjzR5rgz3UlzcMwxhpPLr41YLHTLGLkSG0hUW45IzyAlR5Gkcor6jRjJ15FKk4x4l1V+TStFaJDg88oJ9k9/cKby8P8U6xK33w1Q29tz4EaP1T3L+mtMaMcvuFEVAFG1T8ZpfCingp/M2yscHcBx2F6ezvS88qFHaZgiEZzvU/Nw9penX84sYbaU9GmSPZz348Rnv76eBM91LwxEnalc3LsKxqLtEa0G5rePQhH2XBAX/vUp+sVi8sRHMT44rb/Q2McGgH/rMv2irYPnOfUfKXmhQoV2HEeZLts3c4z/fG+003SJvWFlEjhMEFQdj765qMqpc3BPXtGwP841zTLqa0uTIJFDMvtIygry92c14m5bi6XFi9xcLEvmegFJ20Rdy7n2u8+Hl76W++UXbQz3GnwyShv70CO/qV6YqYtuILKOMxlRHHuSjxZGc74FPFJvlgbpDDmWNMDCqKayTvM4SMHfu8f9lTOoQ2mox4sWt47jryBuUN8CaYramyPI6kSHck9TTST9eDJgtoREOZzzSePcPdSktyI8DOWPQDrSSvLNMILVGkmPQAdKXSyktmLTxuJT1LKRWX0CcjR5SHuOg6IKdhgMAbDwpDmFGDedFAHStRw+1NAaOHprBQ7V6OGpmJKOr5o7gjwPRu0pqrCjhhiimCg11cSohMSZaicM6rK85XUAqycxwjDGB3UoGBFAxRuQXRSR0JHSt8W5STNSqiz6lcWzRRmNIw5/FqODZ6UyjIA2pRZMHrVXK3YqjQ7DUoHpqrg4pQNtsaFhodBtutHV6aB66JlB67+FMmBofqwo4bwNMFlY/NXHvNG5x+GxJ8KO4FD0zKp67+W9GEjnouB4mmayfiLR+ZiPaYD3UyYKHoP+EcnypRJFGyCmCMoPexpXtwoyxVR50yYtD7nc94AoDlHUkmmC3cZPzix8qWEzn5qhR50dyNQ858dBiuMy8wLNuDkYprksfaYn3UovKvQVrBQ47Y9kYkLFCebHdmk+zJILAAjYbUAxO+NqSlvbaAHtZ4wR1CnJ+qtfqD8BwkSIQVG42+mllXA2G1QsmtqxC2NrLcMDnONseWKP2mtXPzY4bVe7mO9ZNeRiVWlFoi0ooroCxRelKKKKopRRQAHAo4FcUUcCsYAFdIowFDFYwShRqGKxgldHuo2BQrGC4opFKEUU1mOJGiMKVYURulKYrmpJO95LyNyrkY9o/opt6nIxBaQZHgM/bUzcpmdz50QR1FoonwRq2XeXf4bfZRhZR5yVJPmSakuzrvIK1BsYJaxr0RR8KUEIHQU75K7yVqBY1EXlRuy8qc8lGCVqNY2EXlXRHinHJXQlGjWN+TyrvZ+VOOShy0QCHJ5Vwp5U45RQKVqMNSg8KKU8KdFaIUrGGhWknSnjLSTrQCmMpEp5Zr7IpKRdjTuzX2RWS5MySt19ikph8ovvH207gX2Kbzj5RfeKq+iS7LRQoUKwSB41ONEP8ACLVA5hV748PLoJI/wqfprx9L6UOItJ12+hkeC8tkuHURzJggAnYMKxkrPQ+a4aynRfTJpNxypqlpc2TnGXX5RP11fNH4j0rWEDabqFvcE78qv7Q96nehYaZLmiMKNziuGgahJh1pNqVaknGawaEnxikmpRtqSY1ghHFNpYlbfofEU4Y0mTQsw17SSE+17S+Ip1DdhgMmk3GaZyxe1zIeU+VFT9RXEmBID0Nd5vCoVLl49n+mncdyrd9OmmK0SAfzo2c0zEoPfSiy4omFzSbGjBgw2oGNm+aCfdQsIgzY76RZt6LLKgdk5hzqcEZ3FJM9Cw0HMlc7Sm7saLzUB0Ou0NcMppvzVzNCg2LGY+NcMpPXpSOaGTWoIpzbbdK4T50UAmlY4GY7Ct0blieaGacm0cDpiuC1bvoqSA4sbg0cUsLYiu9hTbkJtYlmuE0sYq52fjW3B2CQJo6I7sFUbmjbCnNijPMrY9kd9K50FQLV6MYDFxFIWbJ9XYfWtapWZ+jof8YJf4BvtFaZR7JIFefvugoubim0b/uij/WavQNUri6KKXWlEsaP8ivzlB7zTR7FyK0eYFgyDVm4dsg/CXETEboB9lbQuk6cy+1YWp/8Jf1VE8U2Fra8MaqLS3ih54WLdmoGTjvp7JSXDPP9tF0z4Uo9hHLEVcY9oNt41G69rI0OKKSW0nliOzPHjC++o+39IOkn90juUP5gP6aNoHPoWOCzFvHyIzEZJyTUhZ2umyafdyX0t2moRcptOTdCfwg3wqsx8b6HIBm4ZPzozRjxfojf89T+Sf1UOBrfoSwLhwQzfTR2LuAC3MvgRmoePibR3YBb6Ee84p9b63pT4xf2v84K1Ibcx+qOcOZyjRe0i8vzj0x9FJ3017PcW0wkzJFKJCSM5xtv5Yp/az2UyZju7ZvdKppO5mthnE8J90go7EDe0d1/iC61C/lvbhIEJjVMIoUAKMZ/XXdCdLyGR1ILB8Ny9M4zUbcRR3cLxqylZPYJzkb0v6J7IRaPfRAllS+kUHHUACkkknRWDb5LNFa57qWNpt0qctbLI6U6ew9nOKw1lE1VORolPgftpi9x6nbzXBWVhEnMRGCWPuAqY4kQx3wTwWmlgnM7+IWuD/8Acei3+4/I4sskqiQvISwDe0Tn40fnlG4dvjTgRcxwBUlYaesjDnIz4E12KNnA5UM9HUXFwe3mVDGjOuRu57lFONQ+cnuNPF0l7aaSXHyadD45ptqC5dPdXFqo0d2llcWMdqSup/VlRxzZz+CcU5C021OEtbgjopya58K+NFsr+Bh7bWL6SWHF1JBDLIEyvX4mkbviZtMeYSzMzROwZz7XSoyeBhFGOfZjnHcDTfVtNMMEcjAGKRyo+qvQONP6CMnpNmu5BHpVje3zvvzBeVfiaO1zxrqzArPaaSnMMFfbcDH25pzp72ongthPAkkpCogYZJ8gKtklsIbuWPGOQ4O3fUHlfaR0eErpso44BhvHWXXdSvtSk/CDvyqT44qw6TwxpFhyta6fbI4GOfky30mpuRAjePf7qUtgXCgDFJKcn2xoRivlRwQZQoowMYAA2o0uk3NnZRJeIY5ZULAEjOO447qnrWyAjBPXFJX1uSSSST50iYWrZTrKzM8sUhyBGT8c91Tn3vs47TnjaVrqRssMYVR+k05jhy1O1tzy7is5WBQSr6Fcni5FO3caSEeVXbzqavbZ2GI1LN4Co2F4+2MJb5VeqkYIpG0lyVSbfQmsXcKldLsDKelFgt+dxVh03lgeNiDyqQTjrRi7BNUVzUbLsL6eDmDlGBJByASOnwrW/RIpThIA/wDWJPtFZ1qUcMFxOYHeWNjkNIMNjzrRfRLcQ3PCXPbyJInrEgyhyM5FdWOvE4OLLfhqy6UKFCuo4zypfcrX057xK+D/AJxrhYvs/K6+B2FSt/p98t1OZdKWRTIxDRHfGT4Go9lt0OJobu3PmMj668Rwp8l07CKxEpdS65GDjfNdIeSQATLjJGWXBC+FGRIG/c7yPPhIpWlFtZj+59nL+Y4P1VqZhpIGQsSTy/N5V796n9DgvI45GuLJJ4TgBHblZfzTUU8csf7pC6+9TXY5CjAxuynuwcVo/C7Zu+CxOtiCDNa31qfEDmFK27n5tlrI2/vc2R9tQ1vqV4isVuWwpAw2+aX++zvtcW1vMO/K4P01ZTj/AL/0K0yYkivuUtPZW10ve8Wx+qmrtaA4mhu7VvdzgfpppHe2Wc+rzW7fjQyHA+FPYtQUjEWpyAfi3CBqbcn5/wC/Y3RxLaOY/tW8gk8Fc9m310Wa0uYRmSFwo/CAyPpFLlWm3e1sboeMTchoqiK3wUGoWPmvtr9VajWMw2+9KK3SnqyvNgLdWN55TLyN9O1ckgUAGbT7iL8qBg6/Qa20yY15t+tHVyK6I7dziG8jDfizKYz+qjNaXKrzdmXX8ZPaH1UOQ2ASYpQSedNObBwdjXe0CnrmtZh8r576UD46mo3tW7hj30dZM/OY+4UdxqJHt1Xqd6OkzHoNvOo5ZMD2VAHiaN2vix9wo7jEiZB+G5PkKMsv4i4qN7YIBnA3xvSzuUkZGyWU4IFHcjUP+0/Gb6KUR/xV+JqOSU9wA+ule0z89ifKjvNRICbHzmHuFdE34qk+bU27N0j5yhVPxjsKay6laxHEk6Z8F3NbeaiQE0okDc2RgjlHTeuJC7tlzn3moz75PKALO0mlJ35mHKKcr99JgctBbAj841k7B0S8ShBsKLNqVrAMyToMdwOTUcNLMv8AdV3PLnuHsil10i07KVY4UWR1IDt7RB7jvVVu8hXQ3m4v01LxLOGQS3jsFWEN7RJ8hvUmravMdkhtlz1Y5OKqXDOmX8PEN4ZTbA2xCO/NzM4IyD5VoCN4CmjbVsnfkMF0l5SDeXk0v5K7DFPrfS7ODBW3ViPwnPMaWUsfClEUnqadbUB2KrhFABCjwG1DnGNgc+JrqoK6qDGwFNuBQVaY6/qZ0nTJLlFDOuAoPTJOKfiq9x0vNobA97r9oqmR1BtD40nNJj/T9eeZAZ7NyO9oSG+rqKlrbU7KduRZ1WTvR/ZYfA1Xoomitobq3BxyjtUHePEU5uEjvoxIqq0yD4svhXHHNOKp8stKMWy0quRkbjxo4FU2aU2tkJLKeSKTmA9lsj6DUaOO76wuTDfWsVyo/CQ8jEfZU5+1dPiyeFkdOrKY9Dkyq8as0UCu4qtaVxrpWoSJEe3gmbYK6E5PkRVht7m3uc+rzxyYOCFbcHwIrtx58eVXCSZz5MGTE6nGg9DFHIxRcAmqkgtdwaNgCu1jBCKKwpQiiGsMhMik2pVqTNKEZSrmRqLy7U4ZRzGivGrryuAR4UgyECVHVgPeaKZYh1kX6aW9Vhznsk+ijiJV6Ko9wFYw17ePbBJHkprqTKwBEcu/imKdhaMFrBGSvIT/AHO48yRSsYY5505fDfNOeWhyVgdCPLQ5aW5fKgVxWCJctDl8qVAruKwLEeUUCtLYrmKxrECtEIpwRRCKwbGzrtSLLinbCknWhRho67U7s12FIutOrNfZooD6JKFfYprOPlF94p7EPYpncfuq+8VR9CLsstChQoBK5x7+8B/hUrwVxMv/ABj1If8AeX/pV7149/eE/wAMleDuKQRxLqeP+sv/AEqDGh2bBrvoy4VaxtpxcTaTLOq8rKxZC3KCdjVUu/RNrEPy+h31nqUY+aYZOR//AH8a23GToO34Df8A4hTG5tbIgSzWsYlwT2kIMT7ea4qb5HUqMftNZ404XYR3nrqxr+BdR9on0/7auujek6GSNBqlmY2PV4WyPoNWmJpvVo2gv7hEkXm7G9jWdQPAnY01vOHNN1XStae60+zh1Cxi7QSW2VD5XIIH6KhPfBWmXg4z4aJXSNasNYjZ9PnEvLgsuMFc9Miny/OxVD9F1n6rLqRHRlj/AE1fB8+q4cniRUiWbHsk4icqY3IPvpq4PdVgSF0tI5JI2EbDIZlIUj302lt4XXJXH5Qq9JkLogmyOtEJqVk08nPZOG8jTG4tpY880ZHmOlI4tDKSY1JpM9KOQffRCd6UZCUiZFMpEZN49vKpBqRkXahYWgtr2jgEkCpOGLxJNNLVdhUnCvSni7JtC9vEu21P41wNqTgTYU5UYotmRQ9bg572d12fnO9RaTyocc7A+Bqwakmbmb881C3MHNIgBxnriuVTpnbtVHFvJR1OaVS8ydxRobNduYk0t6jGVOFw3jT765E2psNHMGG1Kg5ptbIVYowwRTwJt0orJZnjoKFJpZIia4qmnULBeoo7zbBa0sWkYYFS8FrbwyCJy0lxjPZRKXfHuHSmdvf9j0Aqw8O8Sxac8rPboxk3LAYb6anJykUjUV1ZG3MUsXKZNKv1jZuXnaMACj3NpDENyM+FSGv8VyagixxL2UY3IB6mqxNdM53JrRg/UDmq5QrMEDHFN3xjaky5O9BckmrLgi2cbHfTeSQDpS0iHG9QWtaqliDHEA9yeg/F8zW3I1Mf87O/KOvh5VMWJWERRMflH3AqK0qJ/U4u0bmkYDmY9c9TUwbdmvLeQAcidd+mxoSfAYotXo8H9v5f4FvtFaTWcej79/pP4FvtFaPVjmBVG42uY7TUZLiY4jithIx8hzE1eay30mOJtbnsHZik+nnKgd2SM5rXQsladFZ1TjT1/wBH2tarogngubVMKGUcyk4II7jtTbhTWLzX/RXLd6jK01wySoZCACwB8qLwTolnw/w6umG6N0183M8kjZx+CFA78VLI0Y0vUrW2CraxpyxoikBR093j0rRl0n2HIo3LZ15WYF6RrpbLQZbZrad/WI8CRB7KHI61VeELvTY7XsrqNJC6lW7W3LYyMbEfDeti49sUXgbV3ZebEO23Q5G9Svo0sOE9H9H+iS61pIvbjVLgxmeNsGEgDl3896TUx3LaU0zUW5FJ0HTNI1q8Wy0zTrN7hAs8jNHy80S4DD2hjP1nrUpc+jS3vprfsNM0qOC5RhCfWt8g9xwM9dx3YxWicT6hwoeC7244ctexvIuVQ5GWbm6ZPhnFUHRhdJLaXV5Ay3dw4J5WVgirjDDB9nrnNcuLSL4nfK+pfLmVxUV2VrWfQ/PY63EinT57ZoiHEZKFX/Nbr8DXYvRvY2tuTq2mdmoK9o0coLqudyFBzv8AqxV59NtxJy2IhZFuArzO7IWCoAMtkHuJH01C8Hi4fWoDeRHtZYIwHVcKuHG3eDt51zYpzzaaOVum7+zovLHCOZ464/6KlacK8Iz27GGaXtF5g6rLyFcHGcHvIHTz8qpvGGh6XYQPJp0spkDbK8wbK+4d9ekOC/Qxw7xVpGpaleh1u57yULIhyBht8iqx6bPQlo3CnBh1bS55TNExEvaMAp8MCuvHilB3ubRGeSElVKyrcOafZx6Jbrp5QxlFLlG5vaI3z51oHBNtGukwQxAM0JMTuFxzsD1x47io3QuH7TStBtBaII0eFZG8MlQSal/R1JatoEU9jP2waaRnkI/D5jn3gV25HLho5caXKfZc7ezaPZ42DYzgjFPTa5TYUOHpr/UrZW1DshhmACd4BIz5ZqyrYq0ZxuR4CubR5M2TCp6iG2Xmk7+4+SMVKoO0YdxinLrkq46AVH2KORKY+Tm5duY4qc49j7Pii6Twx9lLcFaGNaubqHmKcsYYN2fMAc9/hUXDxMrin2d0c8dPjWSSTSrh9fmR2nxO0hEgGwGSOmahtes5jrM7JG5UhcEe6r7qekHRrm1gaaJmmLBQF5egycUikQfV54miYKpA5yNjtV9VjePGoyObR546jLLLjXHPXkVDQYp0v4w5lCYOQScdKnLxcsu3dU/fWkcNtzKEDZAyKh51ywz4VyKLUaZ37r6GITeo/XLk2lsoWMM0mQCe6ptYxURxJEhjg5yBucZOKm1t5Q8UpcMqc+o3JjCkRkD8nrRLzW7m/jsbK8miAgVlgToxHU+/304uIU3wc1VtTh/46aHgdIpm+gGnxzk3Vhy44RVqI90S2Th/0i6NahIZ7ia2QOmf3N3U5bPiK26HSXS3VmT2WUnm+Ned/RZaST+kXSpZXLlJtwTkgYNeneI+JND0HR55b68it5EAVUm9nmYjKj4jeqSp9cizUk14nDKtq15HHexetlY+chWZE2UAfOKjrRtDmS5YuueUMRvWczcZaTd37TT6vbs5PXJAHuq28P61plzbPPY6pZO8Z9pRKoyPMVwyzTTtxdfgXWHG18Mlf4mjQAmMYG1NrkczEYqV4el0+6s0cX1meZc47dM/bXnzWrvj++1a6W2k1doVmdUESqgADHG4G+2K6oq+zmfojdLHTnlOeQ491PrqwMMWSMVn3oW0Di08Y2Nzrn32NiI37Q3LNyfN226ZzWu8QhRfPEvRNvjU9RPwse5DYYKeXYyr6NambUcsuFTp5mmfHOn20M0d2sXJN3unf7xVs0y3EUnNjc1B8fKGsvdXkucm97fJ6KUd+xdEDYkdiknzkb8ICpqGLKAgbVF8JRLd6dcxOfm4K1O6JE01uyH50bFT+iuzBn3OmSzYUluRD6hGceVXf0KWnqXB0sYi7IG+ncDPUFhvVS1t4LZysk8SnwLgVfvRhJHLwuGikSRe3k3Q5HUV6mn+Y8rVfIW2hQoV2HnHnWa1ZL6ZkXkbtG3jcoepqC1/XLzS7k21xPfW1qwUwzBRKHbcsMkH6Ku0kOLqUgn57faaqPFWnald8QW7C3aSxiQdjyDI5yfaLeB/RXl24/KO+SRsT63ZwzXVvazc65JkgMTN57dK7Jp9g2SbOWPwME4P1GrGUPs5UHxpCa2jc7p9Qp2k+zclfFjGhHq+oXUJP4MsRwPiM0YWd43MqT2NyB3MQD9eKnILGPqDyn3kUo9kGHz+YeBwaCxqg7iuNZToOafS2x+NCx3+jNNmW3DEN6xCfB1zip+WzdH9jC4/Fyv2VDcU6jqGl26S/LizKnt7kYkMI7sKfE0jgkHcJJDG37ncxH87K0p6rN+CqyDxRgadaUyahpkM7RQTq4yJTFylx4nlNLPY2pbaJo/NJf0EUHjNuIoxtGRzRuh8wRTiK+uId4rhx7zmnXqsir8jdXC/ksvMPqNIyw3OcFrSb84cpP2UtNdBsVGpuwQ3MFvOpGcFcN8TSkN9aqPZW5tXz86J8j6KYNFIBzPYtjxhfP66QdoQcNJNEfCSOjvkjUiwi87YYF5bXIOwW5jw300nPLa2zAywSW7EbPazZH0VAhOf5ksL+XNg/XQ7OeEEpGR7txWeR+hqJXUNUh5I1e+eWJiMmSL2l+PU0jayQ3fMFu4IwCV9piDn3daiphE7NiM5PeMg0mqKobA5S3U5yT8aVzd8hJ+S3e0UIX7VFA9tG5h8T40mJgMgED3VFxymNZAvNyvu3cDvmiNfwocNKme4LuTWczUTHa+GfjQDMfwtqiVu5ZP3C2lf8p/ZFKol9J86aKEeCDmP00NzYeiUUAbsduuTScmp2sI9qZCfBTk00GnI4zcPLMfy3wPoFOYLeGE/Jxon5q0Un+BrE5tcEMRkFvIYwcBn9gGlNMutR1S2Wdl9Qic5RWALkdx2JxmmnE3KdKKm37di2FBfl5dicgnv8BUvw4iz6Ray2ccphdARzdRTxXqBt+QqmmiUA3dxcXBzkhnwv0U/tLS3gx2UMaEd+N/ppaK1lPXApb1dkXLfXT7oxMoth1I8aXQ0xeUKcDJNNbhpHHtSFV8AcUr1UYjrBKRNqwkcRhwCe4HfFLRR4beoHh9UGpjkY55GzvmrKg9s++q4cnix3E8kNkqIa1069tuK728RI2srqFVJMmCGAx0qxJnG/WuKMijrVlxwRYqgpVdjSce9KimQA46V1OlcUUovSmQBEVAcdj+0T4/HX7asAqA44GdDfH4y/aKrl+R/gPi+dCllO9paRGT2kaP2W7gcfNNU7StVlTii1IYhGk5GAOxBqcg4gtLVPVr2N2iwFJG/wxUDoLWP7J45pl/a55uQscgt3A/XXy+r1EcmbD4c1Sf9Ouz2tLicY5HOPl/kt+vII3jCHCyZcr4HpVL4gjxdqw7xvVr1NgbhFWQSRqg5GBzkVVdecNeAd2K8L2jkU9dOv94Ov2YmlEd8EtDBrUc87BEiRmDHuPQVyWbOrXUy5VzL85SVPXrtTC0XFoxA3kcL9FL6gDDqcyDo2G+qljqpKCxrim3+h3zwxllcvVV/QuPCV3q0wlaS/ke3DBEEqhtzk7nrVr9cuYuQSwJKGOOaNsH6DUHwxB2PDcLlcFm7X68fZXdM1lr3VLi1dVxCyshHh03r7DS5/Cx44ZZPdJWj5nU4/EyTlBKo/wDhPJqVqX5JGaF/CRSPr6U9Qq680bBlPepzULqN7b2Mokum5UYCMbZySar/ABP2tpNHd2crwAExnsm5Qx6jNdebWrBFylzXp2QxafxpKK4svRFEbxqjWXE+pRafc3DslyIJEBDrg8rDxHnUxo3FMWpey9nPFLjfl9taOH2lgy1Tpvq/6D5NBmxJuuETrUm1Fju7ec4ilVm6cvQ/RR2611pp9HK012J8vfQ5aWUewK4RQoAkVrnLSuK5jzrGCctGAowFGArGCYrvLR8UCK1GEytcxSmKGK1GE8V3lo+KGPKtRgnLXCKUxQIo0YRIorLSxFFIoUYbstJMtOGGaTdaAyY1ddqdWg9mkXG1ObXZCT0AzRj2aXQfUL6HTrJp5ycDZVHV27gKpfAHFN5xOdba+hgiax1E2sYizuoAIznv3pDVtRkv7qG4lPLHzcsUf4oHU+81E+hgYl4v/wD72/8ARWnuxKpG6UKFCgErvHn7wn+FSvB/Fef2T6r/ABqT+lXvDjz94T/Cp9teDuLjjinVx/3qT+lQY0Oz1IM8mhEYz2TEfzQqpXPElxDpLXksEc4ilETLFscEbnwq2kfI6Lj/AAD/AP4RWYXMV2vB148A+VMuWKnOUwQTipNjpWWnhvULTUrYxWaTDsCc9scnffrUjqjmKy4ocHBW2T/8VUj0TRyrZ3kxBKNtzHyxtVx4gJGlcWEf9VX/APDS9rkZcMrHoevze/fPLZ5RH+mtHHzzWOfc7yGT79Z7hF+mtk/CPuo4Y7IpBzS3SbLPpepyW+mxI6M8XL0ycH4U5CaRcQq01n2AY8qvF7J9+3d8KS02FZNAhY/in7acSafl+Qczcuyg74HhVnE51JDWbQbaQc1jfqc/gyr+kU0u9JvbKB5p1UwL1dWDA/pqy6foUnOHkYxp+Ke/4UvxHZRJotwQTzhNix671la7C68ilfem3uVJljCHxQ4NVbVIVtrpokyQrEZPWr5aDMe/lVI4g21Kb880JdBh2R9EcbUcUCNqnRUUtRtUpbLuNqYWqHAzgVK20Y5sFhmniuCT7HcQpUdaNCiYG5PwoJuBWaMip3wzcTfnGoyVPlo/jUteDM835xphIvysfvrj8zu/hDRpThE2oRpThV2ppdCx7QhHaiS4Tcj3U/NgFXIDH30bT0BvY847+u3dVrudOkt7CKa49XEb4+ZNlvoxvUoya4LNLzKY9ty91JmPHWpe7aAE8hJqJllAJ2qyZJoSbY0aNjnam8k6jwz76bvecp2wKbcl2LtbJYAnrQ5aZi5ZEUyYBYZFGF1noCfhR8RCbJDxYXc+yDT+105+ZTLleboMEk+4CopLyZfmKRTyx1u/tLhZonYOvTeklk+pSOP6Eve6I/qnMY7qFW27UxYC5796rM/C2l23PI00lxIMsSW3NS2s8SajqaBZ5MqPwRsKgRNMzYY+ydtqSMk3Vjyi66JCyjwqZ8M1KRjAphYjOTUmSgQhAfeav2SJ30f/AL/SfwLfaK0as59H/wC/sn8C32itGroOMFZV6VUMmo3KxL8q9kqBh1AJbvrVa8yfdSX9xa8VabFbzzxCS1BYRuVBwx64op0LNWqFrOyv9J0HTJrqa3jltl5pAEyAObZRnv8AGrBLF2Gl6pcwTM4uFMkWW2UYztnoCd6o3pMuifR1ZSAl05oHdQd3XG+9XKS4ifhjngyYTagoD4coxQUUpcGk7jb9SK40hzwBrfMMn1Qk/VVT4bSa94F0i3gUrLE4vOdnPKiqDknPQYq08Zc0vo41sSuFY2bN7Ix4HH6KzviDWp4ODLbSrVWS2utMhE7LsccudgOu43pNVxtZXT291fT+45tJLe+4W1m7tbyG4tlTluFhBeTmLrjlGemO6orQ42yZTq6QK0gi9SHsvJEHH4J3BILH4VXOB4ra1+/AZpnSXTiiMEI9okZwPLxqa4daNtRsrG201G7N0je5lUvLlGBLLnYHB6Zowi4qW0Mpb5Qcv95Lx6ZWsZtR0lbm9FvB2T9m7rlWGB1HuqF4QvLexvIby0Z5dNt7ZWUEgMxDAkjwp/6ZL2OO60tkignujM4jjmUYKjr12FV6VoFOoTW7Rpiwx2awmMLgjfGSOteXo1Whivx//wBHbkl/+XP/AHyLdYza83Di6nwjc3lpPLc3DSuLsCJkLY5TGe8DOCOmazriu115dG9Z1KS5ezWPkcyXJkAfmONietaTwvrFjHwzpVhJOIpPVu0KkYDEkkknuqM4wuLC54H1KETQtdJCZey5tyOvMPIeNeis/GxHL7ut28u8wEHClrIiEhbWMbDIHsjc57qjOBYLTh3QPV7i6gVFZ7xkTblic5UYO+ajtbv7pNO0e1S4eOKe0jikVGBySveKqHapZ2V3HcTyXNwjKY+XBCAHcZO569KjrNTLB12+j1/Y2jWuyeDPG1GPMpryT6v6d9fiaroPH9nFqVtCUnFirSBxGvMZCTlCfAAZJ8MVso1TTImtrc3UKvcIZIlHRlG5Oelecb7SouHNK0/VI9Xt5Z5ZTlIxsCyHBGOoHfTrWvSC8GiwSRSSx3Npau0ko5CGlGcEDwrm0PtOOqxRnHntP8g6/wBn6fHlmtPK4J8evV/76kx6Qnjl4uvXhdXjJXDKcg7Cpz0RSN9+7q2QACSESM3krdPrrLeDrqa/4a067u3Mk80ZeRz3ksa1X0PKP2T3LY6WhH+sK6Mbfj2eVqUnp2iY45t0++umkqCytJynvGRvWL8U2t/b+ka+vrHXMorfK6cJsFF7PZiuemR4Vt3HJA1XTs95f7K8963JYQ+mjV7iBmbUoxIzCT9z5exHdj9NerqI73FfgeNopPHjlOLqrf2L9oK38+hWF5eXnbCTtgyhQACrhQM9/WnxXNM+HLgHg/TFDZLS3GfI84OPqqTt4+dCR41wZ4pTaS8z6aa2qP4f3YisdQnFMSl7QOqke2d/hVnWEjrUPxNNcaf6vdpJCluiuJmkHNyjbfGOlQeLf8Iks/gx8Rq6M9u7/TYdVj055EF5JgrHynfOe/p3U3ubh4uI7e1Ur2T2U8hHKCcgbb9RUtpwsbjVknjlt72Z0XsJOz+cCxzuRtjerPLwvcSQXOoCGyf1R3t5s8qtGCASoJ3OQdh34oeAoq7JrXTm622UT0TW1rDxVaXSpMzPIXI5QBhUJIBqx+lCPSOItHb15dRgMDC4MhjjVsBMAY3PeM1ZuGrHQdOhuLxIzDJpoNxKsMZEgjOR7IHU771zj+CwtOHhqFisFzay27yETgyc64BBB60mPHPG7b7OrVarDnrw41Sf9bbZ5xuOHtPkuZVsjqARUUqrRhi2VznPdmn1vwRa3ul6jqFnfTCK1mEapJGOZsgHBPjk1Zre+tNSstR1+O3EM6TLyCCEoMBAAF3xgYzg/pq2cMtbXej6pKtsht5rxPkzlQW5UHN5b74rrzz2R+F/7weXp14kqlHj/wBKLa+ixpdQktU1RC0ZiWQogJjL5wCMg9R3Vpvoxjv/AEdm+sIUGuJPKhVnn7ARYUbAHI35h9FXW24DvbTUW1mWW0Zbu5RSkYIPtMSOo7tvrq03vo3u7uZZY9UihmU8zcsOBuoGBv5daaL3wW52I/gyPaq7Hljxnqk40xorKyt4pVUzxSOzupLlcKRgHpVB499Jltw7xK9leWjyyuOcGMk5z5AGrk3DmoafqWlW8NpLewRhFku45F5YzzknIO+2axji270u89J9xEZby3v7ZH5byOZERWUEcg5lO5z9Jrgy6eeeWyXSPQxanHpoOa7onbP066PI0gSzfMYJIJbP9GoTib0yaff24WG0+ccDLNt79qexaHwYr3C+oct1FZiST2l5uYkZ69W7z3VBX8fDWuWEK2cs6RQxyRrD6pGj45sFsg5O/Q0V7KhV2/t/gl+2Kaqvv/kmuFeIbi94euLi1XsZDcCNOU5yPGrxoMs0vB3EZmZpLySBxEuMFjyHoffWVaKY9P0iVLSVFsUnMhaYEEYG/TuFXbh7i2O14G1GZ47CfS7sPCZEnZZCcYIVSNyPCufDonHLua+525faMXBRT9PJmKcQ8L8QTcp+91/KSu5DA8vlnO/vr1H9y3p93pvosS3v4ZIZxeztyv1wSN68/aZFFq1hqVxcwIsViAzsk55ShwVGwO/kO+vRP3NktlN6N+fTRKIDfT5EhyQ2RnuFexGNLo8jLm8SVX+pqtChQpiZjEq/tiX89vtNGXauzbTyZB+e320FI8a86hjtFK70bajKKNBsEaY6ijlRvtXVFG761GGskQJphrmlnVNIuLLtBH2oGGZeYAg53HeKl2WuYoDEFw1ojaNZzRNJG7zSmVhGnIikjGFXu6VJmLI3UGnJFcxWToFDJrePr2eD5UlLbpynBYeRqQINEYZG9ZsxBx2gabIIB+j7KVmtHCEZJA88/bUgsY584rlzGWhYR7NjalRiq38PZQTTtbtIEGeWKPLH3YphoCyanA08OEwcjBYDHgT41ZZLW8m0meGOTsbx1Kh89Pd4bU60Kxaw0uO3cKGUkkA560iim+Q2yq6rFqFvb9rHaetspA5RKF27zk+FQ+nXlxqc7pbtBBENg3znJ79j099aJqilbRyqgnbu6b1UfUZY9UNzHEipcIGd1wCrDYqfIjBpJximFWJfe2LIN1NNMR+O+B9Ap3bxW8GBDGiEfirv9NLNGveKCJg5G2VK/A1JNIIqBtnGffSicx8vdQ5ixy2M4xtR16bU25mSOkDGTvSsSZXm88UVBkilo18KYJMcNwQ3GppFcxRzRMMMkihlPXqDV9SxtSiosCIijACDAHuFUXhk8ut248TitCiA+uuvFFOPIjdMbS6chX2CMdwYfpqD1C3Cu0eykdd8irU/soT51SOJrj1biBYhJc9pPgIiAcvTfOegqWpikkVwu3yENrDzYZ8k+FdFtbj+9hvzqdRi6kgWL9rDBzzM2Gx4bUp97Zc5e69jHQJy/XuK5fDfkjo3JdiECqsiBFVRv80Y7qeY9s7d9cXTUi5ZBLO7A/hnI+ralH/dT767cEXGFM5M7uXAaP5tHFFXpRl6iro5xeIUsopOOlRTpGDKKUQbUVRR1HWnSANxuaguN/3il/OH21PCoHjYf2im94+2nyfIymNfGij3+m3DSLcy8i23MDs2SdvCom3Bivnk5SIuZl5sbAkVbtYkB0+2TKnAHdgjbvqsT3XY2SqF5lYtzL4771+de0kseplih6fqrPqtHklkhz+BO6GzC0HPkEO2xqJ1KTnv237qtNwYnWN4FKRtAhAP5tU++P7ck99efKHhZpwu6ZfRy3tzqia01XQ2aKCBjnY/Gi6w6yXjMvWjW/yV2AZBjlVeX8UgbfXSFrbT3V8sCoTI74x8arBOclFdsdUpOb8i7wa/Y2FhDZys7HswmVHTao7hy5gh1G7uJWCiV1VWz0Ge+he8L8nLci6DxkZwUwcDuqCuY5oXnliX5NmyMeI7/dvXsZ9TqsWXGsyVxXH4HnYsOnyQkscvm7/qW/jQJPDA6yoQk6DAbrnNH4pgJ4ZSUfPSQPnyO1VC2VjbNzyDKuHAz0A6/bT6DVbj1K7sLwMyMjcuQdj1Bqn7RjlnkeSNblXrT8hY6OWNQ2O9rv8AQaAyLpZUMQsxJYDoeXGM1K8HkhkK4DmTl+qou0mWTTgOpjLKQfMdaecMTiKFpGbCxvzE4zivOwZanCTfTX6nXqYt4pxouGn3Md3KOyXCwzFCT1JFS7VT+Gr63OpzQRGQdpcNIufDzq4NX3WhzeNj3X/v/h8zqcXhT20KR/uYoEUIv3NaPiuxHOJ4oYo/LQxWMEA8aMB4UYCjAVjBQKBFK4rhFYwliuYpQjxovMmcc6Z/OFYwXFdxQWSMjPaR48eYUm95apu91AozjJkUfpoWjUKYrhFHjZJY1kidXRujKcg/GjEUTCBWuEUsRRStYw2cUk4pywpFhQaMN3G1LQj5CT80/ZRHG1LQj5Fx4g/ZWj2FszrTrYi61JsgxjkVFP4LcmTj6aZ+hlSp4sDAg/fls5/MWpnT441tHLnJmIbfbcD/AGVGeiNg9xxcw6HWmP8AqLSw4tBnyrNtoUKFOKV3jv8AeE/wqV4M4w/5V6x/GpP6Ve8+PP3hP8KleCuMSP2Wax/G5P6VYMez1MPm6FuQOxfP8yKyee+vZL2W0tNQji/wUUmSJDjHKT41qshPZaKB19Xkx/MivOV/60syyu3txtzArt31CTotDkvOhQXGkSJDqt6sURkdgqJylcjcNvtV715g2g8WMpyDZIQfH5CqdqkEutaPb3dzLHHeSQq6E4yy52B/XVv1wcnDnFikglbGMZH8AKyCzPvub9xrv/g/Y1bUo9r4Viv3Nm667/4P2NW2J84+6qInIuOkQMOHrZiRysSo+mrbbwJEOZR7TdT31V9KdX4ds0VgWWQ5A7t6tq9BVCS7O1A8ZDOjufAj7RU9UHxeC2kSY8j9YoBZXrIfJ/RVF4j21SYflmr3abRb+VUXiP8AfWb880sugwfJHCjAbUUUbqMeNTLD2DlRVbsw2T3VI28xBPLGNvOoTsmi05YkLsQcZXrUtbKwJyTjFVXRCXZNQEsmWApOMbD30paj5H3VyLdR76EgxKpdj5eX88/bTNh8rH76e3f90Tfnmm2PlY/fXGuzv/hF41pbHs0EWlOXbenkuBI9oTXIcEdacGSV1CsxIFIR5N26exyL3g7jbvp4YuUbsu/nXK4yvg6VJVyM5IyRuTTSSAeZqUZRjfI+FJdiJDhWBPgKdY5MVzin2RLQL3LTaeEY6VKulNp0wtLJcBT5FJosrDt+DRkiqRtbR7uWOKFS0hGAo76VvrCfTwnrEDgv0BOM06g3yI5pOrGAjGK4Y9ulOoleU8scBZvAHP2Uee1u4Vy1oVHiwI/RW8NsO9IjmSm7ACdRtsM/TUtYwy3d7HbKsSs/Q5qNZee7lwcjnKgjptttTwxtfEJLInwSNouEWnhO1IxpgD3Usq5TNXSIuRYfR+P7eSfwLfaK0Ws+4DXGsuf8i32itBq5ygry191rEx4l06cAlY7QZII29o91epa8p/dfwo/Euju5cYtu44HU9awr8iL4ou0uODtJtnV2E9uq4Cc34HePdVq4dwvAtvDG6kR2nLlTnGxrHOKr+RrfhmCOcxqbIF8EjbGNzV29GULCz1OMsMMCikEnAK9320yTc78jOSWNr8/7Fn4lYyej3V0ndZSbFzzKOUH2dqo9lrlnpmn8OLe83LJbQseWPmCr3lvKpfjbWBp/B9xYyCWe6vEa1hEEZOdsZI7utZ9Bfz3VrpqHRZzNYwLbCX1dn5lHcQRilzq6Dgat39C9cQWAht9XmimMctvHJyBfZwHbOR9VU3RrjVEksYBqNxJcS7XUGMdihIJYN352qQjvXn1a6nvLS5tmNg4jFwHEZfIwWz3be6i8P26SX0ONQtYc/JXHNCS7yBgWQb/QRjap428cZFXiWVwvy/yPPS9PaP8Ae2O8MrRNG4VlAzkYxnPj30z0S0b7y3AjZZbY2Q50Bz7RYbE/TinPpWltYILS6mAPJMyRxvhsA77r34xUTpN5qLR/e0XCiwEBnZEXAIUA4wBnO4764cH/APFjCP1/U65L/wDJlOXXH6Fz0nT7eNbE9nz2yWvtdoo3GN891RnHL2lvoF60MUcby2jBMdSOhpvqMcs8oikTUBCI0l7GFCwiJXo2OhI3x51X9Xjd9Mexgj1F+2BRBJARy5PXPhVoRl3QkqtpFv1OxazuNNmjvwvrVvG5WbHskKAAtV3WrhrCN1lj9XndGZTJ3Y2J23O52o+uGUPZSxLHFHDAiJ7WeaTl3zULe65dahppsruCKWQ/JRuPZZST0B8M1PUxx5Mivk9PR6/WaWOaWCT218bddq/lv0XH+o7pr9jo3NeXV9PqkcsTW1uwJQRMTlgR0yMDBppxZrFxb2D6d6tGvbIJHlWTnYLndemKldANtb3BNwwmlFojqspICzgjmHXoF3GOtKy6bZXayR3k8bzSc6qXJBMfOSp26eNVxaiMW8aVV9PXujytJj96fhbkpN8Nv/e/IuHBPZjhjTlidmQRDBYYO+/T41c+G+L9M4P1JrrVriWFJo+ROzhMnNg5IOOlU7QhBp+miCMSCCAhVZh84Y64qA9Ikkk0mmW9sjSyy9pyqqjfAz3mpwlJZNyXJXJjjKLhN8Gpa56RNA1/X7C6tfXmgt+dI5VTHMXAzlDjpiqVfcI2us8Z6jxFpHEumE3vMvq15zW7KCAD7R9k9D31nXCfFFtpN9DHfRyLHFMrsjAxsRncZ3H00ZtQt5LuV45GiLuSCDyg5PceldT1GXuRCGiwbXjh00bxfaNqek3sTPbwR6IFYwvBIsitI+CxJBPhtUtpoDW+R41h/AHEN/NqbWNybf1ZY2Kt2YVywI25u/ato0GbNiCfxjUnP4rkdzk8iX04JeNAe6s89MtncS6cGtUkciEryR5JYk56DuGK0SKVM9azj0t6r959Stry3vSlybKSGO3G/NlvnfCnhKnaOXUR/duyg6XO1tLEYbgK9uFTlAGzKB0q4anrdzcaBe3Fy3bs57aZCwTtWXYHbc4H6qwqw1i5i1H5SVVaSQc8vf5mtOuILTV57FLO6tvlkIbdsoCCCpztv5b9Krtb+Fvg5lNR2yxL4g91xVeraWWpI1zZetSGKcRMAZoTgdcYGcfCr76SJrG24R0+KNVtbOeJg5Zvm82M9Ns9dhtWO6vd3EVxDYRyK0NtGq8h3UOBg++rYmsx8X8Hw2BJFzaFRImNwcgHHlUsmV5Gm3dV/QfDi8OFL+K3+ZWbGXTjpmoJYc6pFLyQvHISCCwz2nljoa0Dh7kudCv5LOa3czXfaxmN9pWHZ+yniScgCqvc6cmnWRstPSZ7ieZ2lXs+XmRCvd1O5+ipHheSe20OBmXLRX4kk5SAAO1Qdeg+NQyz3tr6ophg8dO+kzRE4gv9G4l1BL15jbi+iljjuZViXlWM5C5PXfGO8itxttegvNLmuInKPKGEYUjIIXGa8/8AElxCOJLaW7hjninvEkZAoYkYIGPPyrQb3TdHt9KjeUGRTHNMDFMVCkDc7HqNqtBuMUck5SlNtNEP6ML/AFTgrSb6z1uaa7BaW6uJQzzukzN7ONsBSPrNZ7Z8O6Tcccand6nrtiqLL2qWk5c5dm5uUnbHtDcVMehT0gWms62dO1l+QQJMyRO3OksarkczHq1ZJxJfrrPG9+8KTMbi4JCxZ5uQNliB0z0A91UgpOTUnRnFvF6s2HVngvdJjt/WLG2utQtHeaSWIOXPP8xGA9nGO875rK7e6iS/nl1WZ4I5MwLPHEoyygHLL3LuTt5VaPSol3p8VoukzTDSbHTreOaR3GHdiTg+Jztt4GqXwm11q0Fy9lbm5uVfmmYICOz8ADvt5VbHFQhd8Ucc1KUl8PN/2CjV2mstYGnzyS6WJuSMMo7QKRgux6DP21PXT2+oeiLTIrUJHJaXRUxRD2lYge2T352NWDjzgG64V4Ut77WY7aK3ky8ktp15m3CPnv8AdtTXhHVNJk4Xtbt7eO3WK4YmflAZmwRuq7Eb9dulTi4R5rplcryPrzX+/gP+CuH+ILzgWyksLuxS2lFwksUkOJJGY4DE4wPD3E1uv3Pmj32hej/1PVJIZLkXkzkw/NwSOmwrCItYubeewKX3JpnbYW1AZeZeQ5fmG2AfjXov0PwwQ8HqLU5RriRyectkkjO53pYZIyborCOSKjv9C70KFCqDnz8veJL6DU7wwavr8XLPJsJg4HtHpml4ePuIEwE4iv1x/hrZXqD1BQdVvgdsXEn9M0URZxjPSvJlLa+ym76Fxt/SfxFFgHV7KT+GsyPrFPoPS5r8R+V+8k4/z0qjKoC+1ljTpLdGQOYwwx4ZqfjNBTT8jQIPTJqQPymkWEg/yd5g/XUvZemOGSeCK60S5j7WRY+ZJ0YAscA1kM8EO/LDGd/xRSGmQr+yWyVAoBng2UY37QVTHkc3RvhbPXxGCaGKOR7Te81yrAQkRQ7qR1KZraxnmUZZEZhnyFYqPSpry4b1XTnjYnGQyn7aSU1HseMHLo28ik2FZBD6XL9QO30a3bzjuCPtFPIPS9EzYuNEuV845Vb7cUviRfmbwp+hqPKK4R41nUfpa0cnEtjqMY8eRW+w08j9KfDTj2pbyP8AOt2o7kwbJLyLvy70YCqjB6RuF5umqJGf8pGy/oqU03i3QNQuY7ez1a0mnkPKkavux8AKIOSVvVzZS+6q7LVlvf7im91Ve5JANQy9hiM7m7t7Zea4niiB73YCoi54s0S2zz6hESO5PaP1VVvSNam7ukbmAFvaS3GCM55SNqyc6qOqxt9IH2UuLG8nRTal2zb5/SJpMansYrmYjwTA+uo9/STNIxFjpgblXmPaS74HfgVjj6rIwwI0+JJqU4XupLi6uVk5cCBiAqgVSeCUIuT8jRcG0keltKnN1ZQzsAGdQSB0qRQb1EcNHOj2n5g+yphOu1JDlJgfZJcPn+3tp+dWkxDc++s54eH9vLX31pUQ9pvfXdg+UjPhhZx8ix9321F6rpVtd3K3E8PaTwkNEw2xtg58amJx8g/urkkRkRgGKkjAYdR5084p9hhJoqdhcW+oJK9qrukbmNiB3j391ORHy/Ndk8eoqX0XSU0uxW3R2kOS7Ow3dickmpDsR3oGPh41OOBNc9jvK0VeS3POJiSSCMkN199JPkyE1YtZt449OMotW7TnUex+Dv1PlVXurmOBsuafaoIm5OTsdRg/XSyDBqm3fpA0CwleK4vVEqH2kCMWHwxUdN6VtEQZiW7l8OWA/ppPHxruQfByPyZpSd1KCskk9L9qAey0y9b87lX9NR03pjn5iE02FB3GW6UfZS++YV/EH3bK/I3FSMdaUXv99eebn0y3+5Q6REPypixq1+jL0hapxHxLbWV09jJZTwSyK9uhyWTHeT500NbjlJRV8/QE9POKbdcfU1JelQXG37xTe8fbU4vSoPjXfQLge77a7cnyMXH86KXxVdvbR2BXLIE3XPcahFcPatLGQyqWIyPEjapPjAGTTrRxn5mPopLhfRX1bSpwkyxlZVXcdR1P218Bq8E8+qkoK3/aj6rTShi06nLhX/cnrZmOnWrOrLmAYDeHdVZuPbvtu9wKtt3NDK0kduGCwL2JyO9RVV0+L1jWYIvx5gPrry8kP/ypwi75SLaOXwub48x1asZJpoZDzZO2fAGr1wa8UunLcLHieNjh2G7DvGfLNUu2sJrrWbm3tsdqA5UHbOO6tG0C2W20m3tlK9pDtJj8GTqft3r2/YWnk8viNcJP+v0+qOP2rkisSiny6FtXZY9OuWOyYEin3mqZbw+t6lFbmTl7RXQL5+P01auICkug3QVgV5Ty4PwK/TVf4RtZPWLS7mX5AQvySE7c+cY99dvtCHja7HFLil/Szk0T8PTTm3zz+gxltHsZ5YJ1RGVMyLnmz51edN7K/wBFtyUAjlj5WyNwo2qr8Y28i6neTqp5DAntY264xVn4cTs9FtQRn2PqzR9n4fB1uTD5U/1QdbPxNNDJ5/8ARUJtM+9V0bZyJOfDg+A7s+dIcNIsqzQyZ5GflbG3vqW4xEkOpLcxrkNEqlsbBs4qH0NMz3sO4PMRnvHWvI1eFYdU8cVxa/U7oZHl0++T5aJbhOOKTVu2wco2Y+7AOQc+NXhzWf8AB6SJrqrICCsKbHzzV9c19Z7H/wD4/Vcs8X2lxm/IXi/c1pUHaqdqmo3kWqdlHI8duCBnPUnoB50W11W5uYVjjMna49pjJtXpeIlwcWx1ZdKGKqJfUBjnkn5Ack82cjypTtbgiNudwOdd8kd47qPiI2xlqoy9K4diaxP0hcTcQ6fxlqFppmo3EcIKCKFMYGVGe7xpcuVYo7pD4cLzS2xNvFA15+Gs8bm3aV9XuFIGeXIyPqrUPRdeajfaBPJq1091cC4IDt3DA2qODW480tsey2fRTwQ3yZNcWqW4Y1YIcMbWTBzjHsmsb9F2i6ousrqUkgFuqyQAO5POWXAI+OK2Xi0leF9WZfnC1kI/kmvM/CXG17Z3k2ja3qb2en3b5guYwC0LZ7/BT0z3VbPLJGDlD8+LOeCi3UjXeEHWbRbRM4kiQxvnoJFYhgfcc1k+r3k5doHfmJuJ3bHQ4kP0VrGh8Q6Fqo1G20lluL6VJI5rqJOVJZVQ5I8z4jrWPaqJLh9LWzX2ZYGkAVSSCW9rOO/NeZotHDT5/Eu1J3+v+fsdeTUOWGXk+v6/+Ho70dD/AIk6Rg7dgKldb1ODR9MmvrtZDDFjIjXLHJwMCof0ZBhwHowcEOIMEHuOTSHpbaVfR7qzW8bySgJyoilmY842AFe0+ZHnrogb30xcOWkoikt9ULscALADk/TT+59ItjCgb72amwIyMKv6686RW1wbh9S1JDAkBAjjk2YknGcVo2i6lGtsqSjtrfHskbsB5+NdPgR7RF5H0W6f0t6dGrH70aieXcgsgIGeuM9K0NHEsSSL811DD4ivG/HOqzz8Wvc2EFxbwRAQpzRkc653JHgST8K9i2X9wW38En2CoTikuCkW75A4pWIfJN7j9lFYZrOeP+OL/R9D1STSkhjubYHlaQc/4XLnHnvUlwx6sT1G7mtbK1McfOBsR47GkvQ2/afsqfb29ZY7fmLT+fRdYuo44o7eIDkXMzN7JyM7D41I8C8Ljha0vIe17R7u79ZfwBIAwPopY3bsbijUaFChTild48/eE/wqV4K4wA/ZZrH8bk/pV7246/eI/wAKleGuKtE1abifV5ItLvXja6kKssJII5uorGT5PSpilaHR5Y7eSeOKEiRYyOYBowO+qtf8F6DMCZNH16LP4ntfpNZFDrHpDiVVjn14KowByNsPopZeIPSSDtPrZ/8ACP6qXaPuo1Q8NaPJb29sy8RRRW68sfNb5wM5648aea8efhni6RUmWFrUKjSoULcsOCcGskHEfpLG4m1o+XYf7KbX+t+km+s57a5GrSwTIY3RrYe0p6jpQ2BUrLL9zX+56974fsNbao3OfCsg+570rUNMj1v742Vxa85i5O2QrzYBzithUbn3U1Absd+oyvYwzW2pSQO5OYwgIXBxQtb+8JMcGvATqcGOZOQk+RzikrXIAPtn2gMAnH0VEzwB7n2h/fCdx509WiN0y2wXHEIf98418O1jblPuYbGu6rca29lI1zd2csSDLKjEFvqqLTKRFUlKqwwQG2qPcN67OgkJjEKtjO2eap00ylprondJu3uIQ0qhWIBwKqvEQJ1WfCs2GJIU79KsmkqRChHgKrnEGfvu5ADHn+aeh6bUZcxo0OxpJbxpYw3KXMcna7hFByBTZTvVu0fS4Jp5+3tlS0STmEfNsHI3p7LptlYR3aShVs5cNIHP7n4Y95qVD7iha3d3llpqTafCsr84DBlJwCDvtSFjrV/NxC1gBbhOzyCFz7XKD18M1bdf1C30PQXa2ihue0VogrRMec+BI7sVR9HiY8ZCUROiGEEeycD2OmaorJyNItMiI5bJ91CLoPf+mu2rDkZd8r1oJsoPnWkFFVu/7pm/PP20gB8rH76cXY/bU35xpFR8pH765F2dz+UcNLHFy9oSOY8owCd6Xb5tE7MN84ZpRhhNqo+iafI00gD9kF+D0JT7BVo1uzjtTzWqxBR4kn7arumPE+qyPEr5JGWIIBxVw4gWAAOAeYrjlO9LC0Q1UuqK5O7sOZFXPLk57qaxzXS6jCp7NbeRW2CAE7dc9aXlVnYLkjbfA6/qpSO2Kywu4DsM4OOm1Ug+CWSX7xfkRzjrTe4G3xp02+abXPzfjXLJcHpxfJaeDBnX7cA4HKc/RUz6RCyw2CbcpcnpvnFRPA4J4ih5TgBST9FTfpKXFtp7Z/vhH1V0QXwUcs3+8GGga7Y6bpixvbyNPklmGN6T1HjB7m3mgWzVVkUrzF8kCqm5xRYsySIo6mjufSDsj2xxZyNBeLcKrExo2MDvwcUz0+M9pGp6qMmnV3c+rwdgisAc79fjRNGYXEC3AXAdRtRjb4NJrskQACM0qoHYg+X6abTKefm7qXQfIg57qol5CN8WWfgdcasx/wAiftFXyqNwQP7aH+BP2irzVGQQK8t/dbdg3EmmRzu8bNZP2TD5vOCcBvI16kryf92Q5XXtFwcHsDt9NB/KzPlqzIOIIRImjRy8jH1NYsh9l6nOR1FX/wBFU833u1aNuycIpSMoCOb2e/NU2zsRfwWLTCKOCJBsHVSUG2ACetXLgrVtEsZr2GK5igiJAXtJB7Rx9R8qMZxclXf/AELKElFp9f8AZCDXOI5Utnl02yLxOCjMXydxU/HxTxPnCaRZbnopfc/Cn1wpbT4pkOOT2vfTzTOO+HdCsAmsw39tczjAv4QshT81SML765cmecXXqd+PT45K/QUUXbxG94uW0iHZiNNPgDOzZJI7Qnp+aPjiivrum6TLHfy8NWzKpAEqx8rKMbHelbS59H2rWlwbHiu6bUJslWvZAhz4dNh4kb0voXAHY2ckg1rQ9RV1bC87yMoJzsBjfzrlyReWabnXr2jojKOKDSxt+nmUrVb+04iuEjg03njyWbt2BA3zkDH6am9J0vS4prvVWluDZ6ZZsbkIgjxK4AEQJG/QbipD1G+tby5gdjbwBwxA01kWTA6KSd9qf3OlWmo8H2+kyaldW8dxP6w1wLcOZm6ANuNh3e6j4MsKq7X6E45MeWW5qvx8ym8G67rHq17LZxW0qzTc7mfnLA46ZXyqUvNb1twRLpunPsRg9p+qjcK6bp2kwXFnDxTp8jGTpcRSQNkbYORipu80HWHytrPYzsBnEVwpJ+Bwar4soKv7AWPHPn+5i2oXtzDPbx3pWNoskwx7hFPTrUTfG4mUn2ezGcRMCCT45rUOIeCdXklga7sZjCvtt8nlc+JI61WtQ0sRZMvtHPf1PgKSeWDalXINNgy445MSdQl5epF22lwz2t198gxmkbKsDumFBGPfXYYexnimiRpouQEu3sn3CpW7eL72wrsCI+dyW78Yx9AFVSVbyaMpb8nq5fnBGSatp7yt35HBmwrBKM1zyWS64kWy0uQsyrJO5jiQOTyb7EmpfWIp/UNMv7lxEsC4YF8SFmXAA69TVCbRL6e2iXdl7UNns8kVb9T0q5udN5FikLB0c4B35d8Dwqs0lOKXRsU5u783yUi254Lq5ubu0mnDYGA2MjOOpHwpK5555R2aLaBssqDGMdwPiffS+v3eoandx9hZTwiH2FRFY7Z2ztv0o7G4mtXnuIb99TGVAFucPv7uldL2rg77g7xxfX+/iSvAvPbmWVlWRpnVVkx8wDPMPEb4rddDlcWCcrYBJrE9Pnv55VdrK65pXV2ItmABxuOlbZw5BNJpMLGGUE5ODGRXmaiXxKimi6kvqSsUshO7VjPp2uZl4j08R3XZEWh2ZcqfaNbXFazZ/cZf5BrHvTfoeqX/ABFZepabqEwFqAWhtmdfnHYkDY0uGdTuy2pgpQaaMtjS6tJYri609LmJvbUp0YeO36qGn3obUOaZ7sQpusUeCYxzZwAcVcOIeGNfu7HTfV9F1GWVI8N2dq6lNgADtudjTBeCOKpHDnQtTB7MAs0J8a6pZ01yzhw6d45qUQ9xHpWr6nz2uoraJJg9jcr2ZB7ySdj9NTWlaEdJf1u2vJxbmdUeSGEOHTmBJ8aSTg7XmjYS6FeFcfhRj9dH0/gfiD1qFLLTNQtJ3OOaN+y+nfFc0dQo8f7/AL+R0y0e5cf7/v4k9qdhqkN/bXJmtra2USuguJ0il+UbO4yTgjpS2l2E39qYhqFjqDeuRGeOyfmSOMPnlY9CPpp9Lw+uk6PcpxdZPc3cI5vWAx5mX8ruIGcbVP8AAdloGkySxXenRySTdkQsLklHIZuZcnfYdB03pVj3u4knkUG4y5fmIcU28tzr9rbJGxS5nbsOXYI3TII+mlbjhtEuDY20tzJL6w8EqmUlJM42K9wycedWzS49Mv4bjUtOWeBElbNzcezFGQVJOCeuD1FVa44l0jS+KNLnvJnsrGG57WS9mjYestnJAXfA8C1XSmpbGcsscHFzj/6RM/CltwvLI0drDYX0QaKVwOQ8jDcHfHQ1WE4GW3u4rjTbiZSzezmQNkdcb+6r76Tre54y0m/k4cng1WO7umldLWdS3Z8uwwDnrjbyqqJFxLofBEcl9o1zZvb4SJwodgOg2yTnGetO8Wa04vvyAsuKEZRmvzF+MbbStS1a01LiyLUYtNtoViNnHKoSeUEkHm25QSe4HAotrqmn6TNHeaborWk0EzPHBbKpt+dl5QMk82OhJPWqzd8UXvElpa6Xc2rG7Evy0OwWRSfZPkR31I6BowstSurYzCVhN2CRZJO25Yjoqjpk06hmWOpcv0EWXDPLti/T9CY9PPFGocS6Jw3zdnIqrI09pbksrNkAMy93lWaaH98kgkuhYxowAjaNxy5QeCnx23HhVj9IlpqmlT9jyFIWhDwumc4zvmmujXsur6IrSyvHNtGWIypGccwHf+sU8nOONSmlRzTalLbjbvoeXGt3F7FJPf6U9nDFaNGjCQMOmxwAPGvRP3KUrzeihWkleU+v3A5nbJ6ivM8gv7OOWJZ0mGO0Qnqy+7qBXqH7mJbgejFTdQtDI19O3KUK5BI3xSYox5cTo3ZHxM1qhQoVUJ87dSVRrF7k7dvJ/TNGSJj022o+p4OpXoOD+2JP6ZpWOTEZ/NxgV4kuWZMbxwswAbbbwNOYlK4TJznpmjW3Py5csB4UsyrJKnLk9cHz86yjZrEWtO1z2bZPcPGmujRleNbKN15W9cttv88U9HNEdx1bvGN6S0oH+yBp++c3lt3/AJVPiVMaD5PWTfPb3muGjEe0fea5XU0EjtcGdJu/4J/sNeYbcKYYjtsWr1BrQzpl0P8AJN9hrzToogCKbllABcDmPU5rh1j2pMvhW5NDW7OYHUcoJ78VUZhcR3fYidgSeoO1TmvSzteOtmG7FPEYx5GoC2kA1GN3OVDe1ttT6WDjFyEna4JrSo7ppMXOZYR+ED+mpU28YXIDfyjUnZW8cNkoC8isMkHv86PFaxxuzP7YI2HhXBk1ClJsrskq5I9dOhkjRyJBnrvUlwLCIeL9NIU49aj5Sw3wTTBNVtZL+W3jkzIgxy9wA6j31NcIv2vF+lE9PWIsfTT45TUkpfQZSvzN7vf7in936aqd03WrZff3DP8Am1ULw9a68xzxKHxkOa4uD/8A0u5/RWCpzHp4VvPF+fWJe/Om3Q+oVg0Tco36VbQdS/L+42X+EO5AOFOdt6nuDQfXrjfANu/2VXT87OOtWDgzbVJgT1tpP6Jrq1K/dSFx8zTPS/CB5uH7E+MY+yp1RuKguD9+HbH+CX7BU8g6V50PlQ8uyV4eP9u7X84fbWmRD2399ZhoR5dZtvzh9tajEPlH99ehp/lIT7Ozr8hJ7qVgjyuSDRZx8hJ+aax/0v61faPxNYGyuriHtLZRhJWRc5PcK2oy+DDdVjYo7nVmzmMDfFEurm2sbcz3cixxLjLN5158seP9dNy8LX90nI3LzFw2T39RWkcU3c996J4ru6k57iTsWdwMZPajfArnhrFKEpRXKV8lPB+JJsuV5qFld6bcCC5iclDgBt6zPisFYMjPzf0Vdru1WOxZxAoGF5WC7+81T+LV+Q+FPkc3BrJV/QRbbW3r6mCemCadNZ0poJezae1iDHp+CNzWXancXsczq09xyKcAliM1qnpagV7nR3kJVRaJgjx6forN9QgW9uAzNlFU4ydz5+6vN0MkoK16/qdWWMnK19P0K88kjsSzuR+caRbfuz9dSN7Z+rhQWUq3TzphIhQ7DevYhJNWjl5YTGDnat4+5xlK8RcOjGxa8jP0KawcjDYPWtr+53kI4j4ez0F7cr9MWf0VLU/wP6r+5ofxfgz1UvSoTjP94rj4fbU0vWoTjP8AeG59wrtyfIxIfMig6pa3M1hcTNJz22SFX8QjFH4Ng1A2LT6fLyL2jBwx22AxmpKW4g+9E9sjL2gOWGdySMmhwZe21rw2wkkUSmZvZyM7nA2r41YcXvbTlSq+/P8A1H0PjT92arz9BDTpJpI7gztli7H4nrUXoPatxDa9gVEvaEqWG2d6kNKXlspJDIGd85Ud1MOGpo4NfhmlOFQs31V4Gni3qvjfmj0IuseSvQndPN5b8S3EkMavOsLM6t9ePOpfSNR1JJ7gpbLMC5dlTb2sDvqP0q9ji4tvJZGPI8ZAPhnBp/oN/DaWlwJXczySsDsTtuAa9jRtR21laVy+1fqcGptp3BPiP+/kdtp7ybTXQQKbaUyHI6qc5J+GaQsby4h0GyQWuYklyJCfnMGJAApxpd5FFoUlv2vNNKrOR+KfCm0VzFNw5p9uJuQxyZfv23NGD6lHJ8TgvT1XH9wNdpx43fX68i+qahPd21+XtSqSLEWbOeXB61JwalLG9jBb2kjFFZMscB9t8VFalLEy6nJFIXjmg2CrsDzLUgbvD6ZKI5OaH2CBjDbfbvVlknHO28nK/Drd+H5iSjF4ktv6/wAv+ob6rPdT2NzHJbqsfraFiGzyscbYqItpSNT1VgpQ9eXOCMVK383La3wETgSXCSEsR7J5sYqKil7bXtSaSPZhllz1rm1tykm5W+P1l9C+DiElXFf/APJLaVNNJxWGkhMZkSLI5s7YO/nmro9UjSJWk4ntGaMAdggG/hners3fX1Pstt4pO75PG1y+Nfgip6oS2pXkccU0g5lZguAVIHVc9aaiOUojx28sXMQ/NGQDnzz0+FLay0w11hZqhmAy3N3jA603BaRgr2EwY49jnPLn6cYrqfLJLhCtpeXMbSRQTTgcxJMwU7+TVIs0ztCWnGOdSVLAk7imM91aRMIJbUdqwyAuN26H9FE7Ne3tmjY8/aJlG/OFDcjbTQm6msh4gVTx5rjsoZ17NFx1GUGa10ncjzrG+JbuG29IeuRzydl2qxFH8wo61D2qm8HHqU0H/I/wHc1s0ToOUHtEI6n4VcvRwvJpF0uc4uCPqFUK8uM2hdJI5HCFFVcklsY61dPRZLz8PzEqyss5VgeuQozXleyF+/8AyZ3a61h/Mn+LBnhfVwOptJf6JryjzW2nXtk18kYmd+RSUDEjvHu/XXqzi5+XhXWCO60lO/5przPw0NJvQ0uqku6lYogsYdufGenXAHfX1KZ4U78ix8B2kGncc6ZdWcDW+jTytCiFSohd0ICt5noCfdVW1rUotFv7G2iujbXdqk8U3Zkqeft2OCR12xWkcNT6LcLdy2WoztJGwt5Q6FmU7EZXPQE7HuNU70tcMWlpfT6ha30Et8X9YNq6HmVWIDSZ6EA4+mubHF2lLmv8VyUkk0+aN59GT9rwHo0gPNzw82T35Jo3pHu3seDNRuY+05owpzEcMPaAJXzA3pr6JPZ9G+gAsW/a43PfuaL6XZng9HWsSRDLhF5R58wrpgrkk/US+LPPfGOi9lbh1vnuViQSRyuue1RsMGPnioPSdTnjcRWgeckkII/azjr0qY+/MOpWSCUGLSrKL1VLhXw8rAfhKdwM5qr8KcQ22gambyAesRtmIRqPmeY8M16EVUeTmcbLDrUt3Hp8E11MirO+I4Yhzu4HzifADvr1ZY/3BbfwS/YK8XzcQyajxJMknJbIC7ICCd2xkfVXtCyIWxtgf8Ev2CuXO7orjioukKY3HvrDvSTEz6HxJJgCNSVLdcfK1ueNwax30gLy8LcVggZYyH4c4rllxyi8Sbb0qaLb2cRNpqDDkwPkwM4GD31YOEeI7Xizh+y1mwjljt7gkBJQOZSrYIOPdWJ8VQO1pG4CiOCPwxkYxn3Cr/8Ac/7einRP4SX/APIayk3dmcUkmjcqFChTCkBxt+8h/hU/TVHjXarxxt+8n/ip+mqTF0rAFAlDko46UKwRIpSbLS5pNqxhuy0Rep91LOKTUe0fdQCJEPk8jMBt0YimMtqefmk653yxNNNWLrfs2wiRA7kk9BUELi4ld29jJyQOSmsRplqxAi8uV326ihp0UUU10Vce2gGCd85qrO00UELxNiVmbmPKDinWitdHUUE0pZGIOMAd9C+Tc0X+zkjt7eLtWCB8KpPQmoviCeA26mAQNMz4c5HMF79/GpS3sY7hszqHhCbK245snceFUP0gajPoV2XtdMNxZoOeWQShRGNu7qTvWaCml2B9c1C34htYYJ3jWeJywLBsqhBG3jk4zUjPfXEzy/KMFmPNKudmPkPCsps+PtL1Di7SrnsZoIniktS0hHsuWHh3bda1DFc6dlE0+h52sj2dvC7sYoyeUZ6ZpxbAFeYZ3HjTRSojTmYDfvp5By4wrJ08atFUqEl2TFqoWMjxoqE4xnbNMjqawX0Fn2E0jTAkSIuUTHie6nqfpotARWbv+6ZvzjSQ/dY/fSt4wW6m8mNVNOLbVuIJ9OMEwe2IJfYhgRnauPzPQXMS6Ka6/wAw1VZeMdLgimkkeblik7N8R/NbOKX/AGU2zXVrD2TrDcZxMxwAQM4I91O5KhFF2WfTyDdRg+NXh59MkBR5o3PQ5BrBbzjgyRPJpCp2AYBbpjkee31b1Y9B1ue/hthdpIjzIXWVWwrYPQD9NLvcF0NLAsnZoFna2Ut5di4dI4+b5MnOMUrqZsrexZo5YuVQSWzgKAMZOaoms6jJp1oZgZZWLrGqB8ZZmAG56bmqxxxqOqJoTw3FuyxTyJG/JNz4HMCQRgbbUI5l6Cy0ybstsc8Tgcksbe5gaLdfueaxG94phjiniS0uJfkSzOOXl33JB69fjgVoFrxS9zqltpZshGzRszN2wcoFUHfA78is18Njp/EazwL/AMpIfDkP2VL+ldjHp9lIGChZDuQTjbwFQ/ABDcRwk5/cyfqqa9KLt6vYJ+D2meldMV8NHLJ/GZ4W5o1bPUZ6YpISFGVlOCK7KaLbwtcyGOMxhyNudgufIE99I1yUT4FL3V7Wxjke5kSKOMe08rAAjGc0vw5dW15pNrNaMGhdQy8u438DWfeluOA6LeRXloizoUQvOm8SkDdffjGRRPQhrLvpt5YmUzWlpvE7NsgPSMfbVIp30c85q9tmpzc2fyKVj/chv3VGW91LLbTzCMycuSI06nyFd0e9ku7btJrWa1fJUxy4zt3+6iuXYz4VGgcFDGon+BP2irtVM4MH7eB/yJ/RVzqkuyUegV5O+7H/AOUOjk9Oxx/Sr1jXkz7rCG91bjyx06CJFggsknMzHG7Fxj6qSUlGLbKRi5SSijFLnhmXUBBcQk8kiAghdsVatC4W9YiihYI3ZRKpJXvDE/TvT2zgWz0uyXnTKoFOc1Y+GpFM05Aj6d1eess3LbfB6Twwirrkl4rNm0dgf8GR9Vc4H0m2uZovXTzQRyKjRlc9sCj+x47+Ip1BIBpzgAfNPdU/6G48Xs95JbSTmB0eNY4yckqwyP11eD/fQv1/sznzRUtPkX0X6oluJuEOFNI4bkvuKtG02e7mXltbUQqpTwHMMN7zmqppXoS0y94dGptNqnDty7F1SCU8ip3HBORt51aPSNw9qvF2p200cMdpJakdp27Me2Gc4VR0A6b9c0/9Itjd6hoOoQ8OnUnuZgnNbQsGhZlxnlOduhz417TjCaUXVt8v0PmVkywnKaulwlb5+r+phuoWvFOg3so0bjEz6XGoZbm5kXB8uUEtnO1TVne+k4abZ3badp+tQTNyxFGUtzYzjB3BqH4WTUdQ4nlWay7eW3yrREImJDsNthnIrdODtMkutLhzNFBPbzGWReYHkblI5du8E0ntDQabHCLxJbm+f6FdD7T1byyjlb2JWm67bqjC7P0k29nJLa6twj2L82JOyBBDDrkb1JXPH/B2qXna3kE1ncEBTzwg4x7wDXdXsLqHjWLU9e02zklvZlMduZxh2DcueVfaJJGdhjetE9KGq6RDfadqF5psM+nTuUlK2Uc/zFwRk7jBzuK582j8OUVCT5+t/qdeL2nDLFzyRj/TtevBVNM1vRJyi2HESImclC7ICPpNSQ4R4c1yeSe7v4y/MOURTgBl8MVKJ6MfR5xTaRXum2sCQS4btbeR4CATjv2z5VQONODtN4M4gk0vSpLmS2e3WcGeQsyktggeW1eVrYzhFty6+lHsaHNiySWyPfo7Ry94B1Ox4glXT7a3vLGGRXTnCntEz83c/OxmtMt9Kt4QFi0+zQdcAIMfXWA6mWn1u2tk4xutOadgr26pK/YrgnnOOufAb1aY/RvrDajHFLxdq81hJa+spexh1jYHfHtHI2z18KrhWTw1N1z9GQzZcKyOCu0aNfxa7DcSGyWHss4CqY9qEcvESwn5WJHPi0eBVa1D0X2ek8NyavqHFPFM0SMiqqSBebmIGwyc9c1R+POE/vDq09taa5rNzGITcRiS49tkAB3AOxwSfhV8WhzahNxqvwon+1sGjyRbtv04fr2jYYZ9YXmaW5gDZ/wkdRoueITPIZb5VTnJGJk6d1UODhbhteHrPUbzWOJppLmWGDsIJgWWRx0OatmleibhieGQXOsazJOs8sIRLgjBXcDp1xRlpMr4dL8iT1+GFypv8yYivdUQt2+rqqd3y69foqY+/cKwQKdZiDqvtntDufoqB4z9BvDulcOrqlpean8nytKk9wTzA9cHuO9P+HPQlwrqcbCWHU1IYESi7JUrju28an7rP5rX9P8Asr79Ddt2u/x/6HZ4itFJ59ZTH55/VVc4i1r1m7V7PiCOKHkCn5Zl33q2ax6FOA9LaKeW1unTIUxPdNh/MeflWZ616KrW81jVLHhfS7mSRHWaA3DZRYhGWZM5yWZsAUY6Sc/4l/T/ALNP2hGHcPOu/Pv0E7jVJDORNxJCYsbN605bPurlzrGmT2CQXPEESlWBbllchsHv38KqGk8AvqNkHc2FtO8kimGYlZI2TYoeuCT3VL2Xo90XTbfSdR1zXNGhW5iFwLeX2hgnGGA69fqNWfs+cf41f4EV7RjL4fD4/EWu7/QobkPZ8RCKPseydWZm5wWyRu3htVj1T0k8NSx8g1NeXkVD7GcYOdt6LwdwlwVrthDbm2toNSyypKxHZ3IDHdQehx0zV1ttM4PvtTitLPhWzhFswSR54IyH7tsdemahlwPHH4m/6FcerU2lGP3Zm8fpW0u3ie2k1MXdqXJ5JoOcFT3EHNK6N6QOE3WX1HRnLr7b+rHkUEjGQD0Puqe4c4f0jWuL7+wtrHSsSXyzJCsKkiBObPNgZQFuWu+kzSbjQOHZNOutOtrRhILkPbkGMl2weTYEDbPKaXJpPCxuadMfFrvGyRg4pq69SsekC41qBbGPUIJNO05VFxBZQqZByAAgyFepORuemaoevz3Gu6FFePMsEk16/IJGIBAUDHlXpixkl4tgh0xbezuo2to5DqkXOgiKrjO/zW23HQisO9L2o6VdaxBpmhkPaWTsXunwpuJDszbYGMjar51HHiUYqmNpVLNncpO0vyr6GZxaNqsDesJmKRd1eJ+ViPEEVI23HXFmkmNZNXu3QDlEd18spHx3pWNMWsRglZOpPIcBh7u+mtxJBPCGuLUXa5PeVce4jb6q48epkj1M+hxy69PMuGhelxIDMdS4c06WSaLsZLmzVY5CpO4GRtnyNPLTX+CnuTPp91d6FcMjArcREgk7jDDbY71m1vZ6TK8gSe5szjBW4X5p8eYfqrlxo19BGJFaO4tSCe0jYMAPh+muyGtlB/h6nlZfZMMnNXfHH+2aJoXHunx3cs+pSXd3fSr2cl1cfLoyjoEA3VelWyw1nhu+UtZizQsgB9XlCMMZ2w2COp2FYjZ6fFPp9qzrIrmPdlG591N7iG6a4AOAUjHKpUAkD3fbXDOUpybU/wAnyvudEMEIRj8H5rg2u/4X0G6VuWWSCVyGZpMjmGc8u+2POvQnoRtnteB1iku3usXMvK7Pz4XIwufAV4VttW1TTgOxvJos49lXJX6DtXs/7mLULnUvRfHPeurzeuTrzKgXYEdwp8Clu5S/FX+nQudVDhv8Ga1QoUK7TjPntqKL98rzGc9vJ/TNL2oAXJGQRtgUL5D99L3B2M0n9M11Ii0MknOV7MDArxfVgBJJ2dwOcOQRsB/76VJWaq6CVY+hHXuzUX28IcO5Lldsjvp4L4BAkPKY2GTtjA8KKaMJ38khlj+RUIp33zTTRnEvHumOFC5vbYYH51Oie3ZggJxggeNIaGhT0gaUu2BeWwH00+Nc2PHs9YnqffRTRz1PfvRDXSzDLV9tNuv4JvsNeS9bYx2Vv2fVpWwfOvWurb6dc/wTfYa8masQLeyU/wCGeubN88f98i2P5ZDa9nleCNLh8xkguVG5wNs0jp11bW8Dh4BKJHCscbgHwol62IWCj2jsKiWEkT8oJ5vI99GGJSjQspvs0p5FSzUrzNFy5BbwqrXnEkiqPVgVYH2g24O9ObOYtwvNDPcBZTkhSdziqstvJKpMYz7WMZ3Nc2m00Llv5pmyTfFCSXEgumkRyHdjn41qvBAJ4p0Yk7meL7aoEOgynUBCz8jBQ/MdgD1xV/4M5f2YaUqyLIy3MQblPQ5q2onCco7RsSauz0FeZ9Rn2/Bqn3nQ1crr+47j8w1T7sZzQzCQKFxX/dZ8Tp92P9WsGi2IOxyK33ikD1gZ77G6H+pWAx+wQT31XQfxfl/cpk/hDseYnpnNTvCShdTffDG3k/omoFMmTy61PcJMPv7t/wBXl/omurUf8cvwDCrTPSfBbc3DOnt/k1+wVYI6r3BAA4XsB/k1+wVYU6V58OkLLsf6Qcatan8sVq8eRJJ76yfSzjVLX+EFaxH+6yfCu/TfKyM+xSbeB/zTWGencRjinQnmmEKCDmLMMjIJIB9/St0l3if801gf3SC81/oZ6fIHf41L2gv3LK6at/JB3Y02fN5BOBK8Am7POSZGzkfRWr6sOb0LREb4jjP/ANUV59sLkdjiRVBWJVB7wRXoK5PP6Eoz4QKf/qVwYY1jav8Ahf8AY6JO8qdeaLDqLcumc3O2CF9nJ2O1Vfikc1rny/TUte3qS6YAjqThNgevSoviEc1iT5fpr081O69F/c44Xxx5v+x5/wDTO6Jb6I8hIQ2wUjGckFsfZVCsJ47gFJnAO7coOMA9wPhV69OIK6RobKBkxkf67Vj1nMwnYZwe4+BrzNHh34Pzf6nfky7ZV9ES+tQwCAFMcwOFIOc1FpHzu+eoOKEvavJ7RyB3nupXCwPMzsOaRDy9+56e6u6CcI1dnNHu2iLkOZCCdxtWv+giYQa1okhJ9nU5B9MBrHTsSD86tL9Es5gns3JwI9SB+mFhTaniCf1RODtv8H+h7LWoTjTfQLn3CppaheM99Auvza7Z/KxIfMiiq6pZXhxzSNMTzcvzQEG2aJw+I10izJTLPcFy2BsBviheqI7Kcqu5XO3UkijcOr/aiAMPaXOxHQ5r4LJmUc8nX0+7Pov/ANT/AB/sONPCpps743aR2+HhUPoWG1Xlb8MMv01ONGLfTzGTnlU71XtAfGtWx8XI+kV5kJVmcq6r9Duwvdjm152WzT5THxfcTKBkR/bgVIaY7i3U8qk9u8hJHfuKjbJANZupQxJZcEYxjBFTEQ5U5VGBXfp9RNLj1f3r/BwZ9ra/BBLXazTKgKISnTxOTTfT1d9Kt0jBHMwyfdkU/KExsqgZxgULGM29okZxkZ6dOtbfLem/Shd62P8AH/IxvGkW0uwScdiV+sU/UmSO3YH5pDEfDrSdxH2gYdA221FV+VRjPvoPNNTbsG64IJqaubS4IJLOQ2M+YqMtmzr16M/OX9AqVdgykH4g1FwwBb+S47TGWK8uPhSZZylTb9C+CS2yi/T/AB/gldETHENq2dgAo+urwwyc1StF21m0/P8A0GrqTX13sVt4G/r/AGR4ut5mr9CBu9AnuNX++MFysb8nJylcgjzp2mm6io/dbRh3+yRmpeH9zFLLXqeHF9nN4klwVK84avbm8S4MkAZc4AzjcU4i0S8DQK6QhUZSWDZ6Hwq0LRq3gx7N4sgEb5rNuNPR9c69rs9/FPGqS49lh4AD9FaVXDRyYo5VUjY8ssbuJjNv6LNYtd7fU1UkYPeK0TgbR7vRNLngv5EkmknMnMgwMEAVYqFTx6XHjnviuSmTU5MkdsnwRfFgQ8LauJSRH6pJzEdQOU5rzjcarwJprRwafpl7etCwPrfbFGc7Z28K9IcS20l5w9qdrBjtZraSNMnAyVIFeZZPRXxREQVtraTA/BnH6RXQpJdnPtsm7TTNMuka+4ElvBqd1IFljlwFPKe0KnPfttjrSHaX19wrr7alzG6Bk5zKvtjHKceQyBtRb3gPiODQdJgsbRvWkklnuClwBysSAmN+uM7irPpmhcSXmgMmsqvrcaSxtzlTJOrLhQWB6jxPurjk0o2v5v04/sUlufDNJ9E3/wAONA/iw+01H+nUyf2K9eWAkSsiKuPEuKlfRpZz6fwJotpdxmK4hgCSIeqnJ2qV4h0i113R7jTb+NZbacAMp6HByK7b5Jo8LW9tcC0kjkVTzSgsjdcd5z1ApdLG7eUTW1s1vBF8m4Hs85G5Jz316qPoh4dDlltUViMZDN08OtOH9GmmZJAGSc9atLUUkooCx38zPKcGjXUknaRyIUBDk82eu4Ge/bavbloCbO1x07Nc/QKprejmyKcokZV8FbH6KvESdnEiDoqhfoFSllc+0HYo9MN31lPpSie24W4gWRMO6PIvgQWyK1ao3iCzt73Rr6K5iSRDC+Qwz3UklaDF0zJdYg7XSdUiZFkkKJHhNgCVJNS3oB29FmiD/KTf/kNFWzM1pqL5ZWeQEY/MxSnoGXl9GOjj8WWYf/VNLHzC+kbjQoUKcUgON/3k/wDFT9NUiHpV244/eT/xU/TVIiO1YA5FA1wHagawThpNqOaIaxhN+lJxj2/hR2oiEByWOBisYSl0eTUI35GRVfCknrgUaLhFA4ZpZGx3KmKUTWEto+ziuFO/97TmOfeKa3GrXEucLcv+e/KDR4MP/wBjthCo7fHKP8JKB9lcW30e1bKCJmH4ilj9NQMs9yzH9xjXyXmb6TSE0Vy6gu1w48sgH6KDZqLM2t29qAI4iF6DnYKKqnE2t6ekM99qM0UVqCFlLAsgB2wdqhNd03XPWrR9GtpOzVX7Qg43PzevxqBvI9XhGrS8RiaXTks27SEMDyHfLYHwrU2gppPgxzjCddT4ou5bSMNA0pW1NrHyoyDZWUDz761ngbirWTpk8vEdpmCAqpljI54xjHMy96nrzCs9ii4VWY/ez1qU86GMzSkZGen6as/BtimpcU3EEsZ9QmsXimRX2OSMbjocd9c74ltQLo2a3mjuLWGaBxJG+6spyCKexjYkjuqs8LcPQcM2rQWlzeTWrNzLDM4YRn8k/oqyxyIT+GNvCuiPQsmStkByH30pGd/jSNmy8p5ST7xiizzCC2llLIvICcudh76LCiu6keW5uT4Maxq6ynG7uDgTR7+eCR+mtf1iZYud52VGkPzc9Ce7491ZFqqleI7d8YZZGQg+ZBrk2tPk7oyTXA+u7YztxDCqhQ0KzhvyuUHP00e4Rp+ElIf2sYHxUj9VHmuFh1C8jYZ7awHx2Ipvp8z3HB7BUbtFQDlwc5yvd8a20bcU3hSZ/VGiXPIww/XANaxwxxDE1ppqJBGiBQglMnsu2TlSD3jrWaabpPE2naa1odGuVk6LKIuYAeOB31IcGrqfDnIl7G4g7UyMs9pI2Se/ptV24tU0TqXDiy/cbXF9N96rGylJN1dkSydnkoq4II7hSFzpXFlrEzabqMF6h25JPYOD8SKm/XLbXrTsdOnSZwuZH5SOy2679/hVFV+LNMYc1ta6hCNswSGJyPjtXL4cY9soskp3wZ6ljqktlcGW4j9qV5eSQj2lTKM3gcdMdfCrv6PluJuIrol4pYLWyHJyDA+UYbjHUnl76rek67OtgIrTR7KSRHcmW4Kk/OJx5kdKnrJ9Yj1pJb/1eJri1KxrbEgewwbB+mrSS2vknFvcuD0b6N5VTWYjKQpMB6+NTnpPnifTrJFdS/bZwDk4xVZ9G0UOuXRN7bIYo4AQoY7napP0l6FaWXDyzWKSW8nagFlcnu86vFcI5pP4ikyq2O/6KaufkpAQTgfHrVRv5tQGVW9l2+n7aa2mpalFHcc9yZQsfshgc5zsam+6LJcF9u7SO/tmGoRR3cS7BHXm6ISMZpvY8NaYiF9PtYbeSSNOYxezzbb5xT6NJG0yCbYSsoJP5XJT3TmUcqOnVRggddhV49HNNckXw/bS2a3KISUWUoACe6rCixmEEg9pjNMdOiMYugSCfWHP2VIKSIsAkbUKroN2uS7cHf3Wv8D+qrhVP4O/utf4H9VXCtPsWPQK8zfdKQseNLaRWYH1SNcD8569M15t+6OIPGECsOlpGev5T1z547oNHVppbciZmEsLtYWx3yMg1McNI0bSEjcimcYDaauQNjtvUnoY9gtgZrkhFpo7JzTTJIORauMHoarNnrGpaXe82nXU8DDP7lIUI+g1NSyMI36dDVclGLrLDBbap6uTUUW0KTm19C4WXpP1iIAaisF8hGD61AGY/wCeuDVl0n0laKZhJLpk1lc4Hy9jPzMO75r1lZxjHUZpMwRyICyjPWoY9dnx/LJnTm9nabN88F+htti/AV/NO8MmmR3U7mRpb22aKVWbryuDjNPDwxqFjLFc8HNbTIrghXn7WI7YLsq/hYrATDJHvDM6jwzS2l6jqVoTNbyshDnDROUb6RXoYfbOWHMkmeVqv/junzranX9GbBPpWsDiZJNbveG9OiwI1uY42ikkXHzEdh8ng9/ma0Ow4fV+D7fQ0Sxu7eG1eIXPOshZmBBIHx699YTZ+knX7eDsLu5N1AT7UV9CtwhHhvvTy04o4V1Af2y4ct45WP7rpd09q3v5c4rpftXHlrda/wB+hwR/+Pz01+Gk/tx6F603SbzhXTbq3kF1cxWaBl7SEKGQADIUDGAcAfTWZ8b6pPrms2eoXMMkTTWAx2iFSQHO+KmtUsOGtZt1h0vi3W9FQYPY3bPIrMPysmmfHNrcLbaNJLqFtqYgtHtmuYZlkLHn5hzYAwcHwpPaWow59O5Qkm/uD2ToM2l1SeRSS576Mtu7PVLvieC40maK3n08rcIxk5HflYZwe8gd3hmtO4W9KEemW19oslrJLA2oySLdMuVhRn5ggB3wAT8DVW/YvqWptBLbQ3ccVwu1xbx8xTDYNW7hb0YrY6mmoSX2p3UySCQpMyxJJjuYHqK69NLD4MNz8l5r0PK9q58+LPOMISfLqoyd8+bSfBbOMNc/ZHYaXw9poReU9siRsA8qImypnYtgkjxxVSs/RpNZ3cV/d8QSyRQ3CSo8lnJF2cQbLtMzYC+zkYGcmtU4p0HR+KbKGPVRDazImAySxqUI6EEHu7qzOb0Tz3A9WvfSBA1gjZSOaYvgfm8+M10w1ijiWPxKXP3EWGcs05Swtvin5P8Av+NkvwJFD/ZJuX0qQ3OjXl680ayRHlKYyCAwyMYwPdVm4o0u7uOLdcs7TUbWzF9EssDFSojIUAkEbFiauNhq+g6RZQQW+qWTmKNYy7TjJwMZOBTaTijhbtklu5tOMiZ3Cl+vX8Gp5tfglPdFpUku12vMbF7P1WypK25W+HwvRfgI6iq6zwCuhxatatrj2aDnlPLllxkle4bVB+jx9dnhuLKe8ga1WZFWSKdVeII/tgKfwT4071nX+AryYzTyRtPy8oeOJ8/ZVV1m69HF+6PdW+oyPGuA0Cun6RUHrdOk1uXJb3T2g5Rbx9cOm+V+DX++pe/SlCt9aW6i7jt54S7LGXUOcjAdPMeHnSfC8Y0Znu7azmucQJFMySFyJFGW2Pedqrum+kbhjSVduy1K8uGx8tPCnNgDAAydgAMV1PTLo9orrb6VchHYuQZI1yT1NL+0cEYbLT/qOvZesyZXmfw/Th19efNr+n1KhrOhcVaV9/LbQu0g4a1CV7uS8vI0W4jLYLcpJDbEYHfUDY+i7SIuHbm5128nlunx2BMiRsgI29knLDJyMCr9qXpv025hkim0hpInXlaOS5XlYeYxVPj9JnD9jetc6fwlo8c5ORLI5dgfKmXtbFVL9GF+x9dvbTTVcW6p/kn+pYbX0VaRoPCthrlpbXt1qtk8c7BpARLhgTgDb3UzuLjUYnutYiibsb2Vu1sZYs8gJOFyvQgd9Mrr07ao45Y7PTlXuUK5A+ioC89LeqyRyxwWmmxpK3O/Lasct47mkn7Vw5PnjYkvYftGMoPDlikqu12/7WWSw4r06/1yG70W407h3WbaMQmaQl1u8jYONth599d9Kt3xFf2MS8TRacdoFhnsJCY51MjZOD08MVndxx/rEsnN2NkrYxlbCMbfEVHa7xfrOqW8dvqF1K8IOUjCqiKR4ADbrXLqNdDNBxin+df+nsab2dkxTU5Nfkav6UOLtP4V0b9iHBoSDmAF/PE2TkjeMN9p+FYdPYTXrExRNIsagsF3x546124dmZS5JLMMk++lltneOe5jSV2iKqvYnEgz1I/VXNkzSyS3NnrYcEcMdqQ1MfZQxiTIClifI0wDp2PtrmM+0Qo86mG1fsyxuzBfxdGLHsrhfftv8RQfT7a7IltLoRPIAVjnAUnxwRsanzGtyOq4zvY/IhmKMHSQdcZzv8aRlVYe2ZBygRsfZJAxipGfSrm2LLcR4O7eyNiPKozVpF7K5ER9lYvDH1GqQak+CGROPzegbTzd29tAbeQlSo9gnIHwNKy6jbu3Jd24DY3eI4+GOlK2MlqbeOKbmifkCkhshhjw6j4ZpOXTGVne15ZomXBVTkA+JHWhcW/i7Of4kvhZH37RNGzxZKFgBzLg/RXsf7k0g+iVCqhR6/cbA571rxreHEYVSFOcb+OK9kfcknPokTx9fuPtWuvTo5NU+kbRQoUK6TiPAGoADU7k5OTNIfD8M07spElhmRV5nUgY7sVHa/eLJrt12SlI1ldQD+cc0hDNhnMRIY4yQcbV4cm6oaKp2PZgFyscSsOhyOlN3yhCY6L1oTSvLMsg5R+Mc0UThRvjc/VWTAxzDE1qgk5vYkPst40TRW5/SJpXf+3Lb7aVXU4WZojEGj8D3HxFMuGJO09IGlt439uOmPwqtifNBiuT10ep99REfEWjS6qdMi1WyfUAceriUF8+GPHyqk+mLjuThe0FnYZN9cxOFJGyA7c2fKvMkE8sF4lzDIy3KOJFkz7QYHOc+Oa6lyZHtvUxnT7j+Db7DXkbWm5LW3YjJWR9q3f0Yccz8Z6PqYvowl5bRKH5B7LZUjmHvxnFYVq29svTaVhXNm4lErj6kQr3LyoQUz7O9NnhdnBOQCM09MLcqlHAYHO1EeKWSQsCoz4mqRkl0Lt9QokiEA5zIrE423BFJzo4B7BiyHfwpQRMgB5RIR3AE0oYS550R08QwrWk7AoiDXQUDtInZeXB9s1bfRRN2nE2neyF/bsWAKqr2jykIwIA/CB/RVx4EFvBxZo/q0RhUXEAYE5yQcFvjS5HHbS7HxxalZ6buh+1Lj8w1T7sdaut0P2rcD8k1ULlM5qWYWBn3FwxdQedrdj/AOnWBRqTgnoBW8ekK6TT5LKSZSVZJ4gB4smBWNjTQE5VuBj82m0ctl351/ctJbkiOMi8uQd6mOB/a14AnrDL/QNNPvOxPszx/XUxwnp8lrrccjMjKY5FHKc/gGurNkg8ckn5CxUnJWj0TwQMcMWOevZj7KsEZ2FQHBf/ACasO/5NfsqeWuGHyoEu2PdNP9srU/5QVrUZ+Vf4Vkem/vha/wAIK1pD8o3wru03TJT7HD/ube41TeLuC4+KprKaWSILBFyBZI+bcnORvVuY+yfdQtHAjGT3CqZoRyR2yXBscnF2jOh6J7IQkNJENvwIFH21cY+H7ReFk0F3la1EfZls+1jOevvqZkkGNiaQ5xnr9dRxafHC6XfA88knzZDNwvZw2x7OSYkbnmbqB8KretDOmsfI/bV4uJwIn7/ZNU3U4y9g6qMkg7UzxQhFqCoVylJrczzl6cTnh7Rye5nX3Yc/rrEpMq2D18q9BelnR5NW03TrGJJVliaR5GEZIGWyKzFeBrmM5kdm98TDFefos8MONxm6dv8AU6s2OU5Jx9EVuJmES55WZR1J6UjOwB9nJ29ok5JNWyfhC5cALLHGo3x2R+2mh4Ju1BC3cRB8VIrojq8HbkJKE+kiqMS5BOPoq8ejxysbEfg3kbf6jCmKcG30bqe2tmGQSCTuKt19bwwTXN3Y2MVjDI0OIYpOcBlDBm8s5FT1OqxThthLnj9QRxSTba8n+h66TpUNxhvoN1+bUwp2qH4vP9obr8yvWn8rOeHzIo7gSRlCzL03XrS1oghhVFJOMnJ76Rj33PgPsp3EvTFfnuoV5JNHu26oJfczQMF3YjYVXLWGez1G0eVeX5YDrU9qbOiwvGSE5sMajGL3ElqqhmcTKfh4151Shkfoz0NNOoV6l1UEHYb0vGvs5Y03DBRknG/Txp2oY4PLv3bbV6MIuTaR5j6FF/FH/wCqIW9hj3ZwKMNoyC6hj4HNDlUhQAxx8K6loM+R3GJNzSE4zzdop69QaSdWOCo67MPA0+ghdj8nFlj4AmpCHSruTqOQHvY4rth7Eyz5k6E95jEgRbSFTnoeh7xSKaexZiW6nNXCHQ0G80hY/kinaafbR9IwT4tvXdj9g4l87bJPXNfKVrRbA+vxSszfJ+106+VWZqOQFGFAA8qSc7mvWwaaGnjsxrg5Z5Hle5jd9XsLWQxXN0kci9QwP6qPBr2kytiPUrQnw7QD7aZXUmLhhSeIn+dHG/myg0XkadDKConlvbVvm3dufdKv66XSRH/c5Eb3MDVXeysZf3Sztm98S0n95dKDcwsIFbxQFT9VFZX6CvF9S48rY+aforhBHUGqp977VRhBMn5s7j9NcWyCNzR3uoofAXLEfQabxfoDwvqWyuE1WOyuiBy6xqCY/KVvtFdHr6nbWJ28OeFG/RQ8RG8Nosu9c9+KrjTaqPmanDt+PaqfsNBLvWVO91p8i/lQMv2NW8RG8Nlj5VPVV+iudlGc5jT+SKgBqOsAnlTTHx4mRa4mra0HxJp1i48UumH2rR3xN4bLGoCjCgAeArtQT6xfpj+1Abx5bpf0iifsgulA7XQ70Z/Eljf9IorIhfDkT5OK4TmoI8RKoy+l6ouPCFT9jVz9lFkCokttSiLdOe0f9GaPiR9QbJehNt0ouahpOKdJQgSTzJ+dbyD9FcXijRHYgalAp8Hyv2ituT8w7GTNI3MfbW80WcdohTPhkYpiuvaSdxqdlj+GFPw6uoZGDKwyCDkEeNFOxWqM6u4Z9O0/ULWRAkoOV8GXGMjypt6CMj0Y6QD3TTf/AJTV813S4NVs3ilyrYPJIvVaguA+Hzwtw1ZaQZjOYJHPaEYzzOW6fGh0Hs1GhQoU4pXuOf3j/wDFT9NUeI7Vd+O/3i/8VP01Roj7NYDHQO1AmiA13NEyATRCaLK4RWZjgAZJ8qoo9I2nXN4kFkk5VpOzWZsKCR4b7eWaAS43t0trvIrYxnORt8OtIwXEd3E5RlblYo4G+D4VCyGa8aATDmivEKSgscIeox+nzpzw5JF2NzbxktJDKRIxXHMT3++ma4FTJSC3kuJVhgXLE48AKs9lwig9q+nLH8SPYfTUXot1A8RiiZe3jk+VT8Ib7HHh4GpyDVngyGw657z0obTbiSttJ0+1x2NrED4sOY/SaiuNXCWMajA9odPfUlb6nbXBxz8jnubao3i0QPppZ95QRyYPTfrQ8zPorNs+Tg1S+KoBfSaxburvE9vKJAnXl5fDv7qttkRuBuc1A2xEvEN+jIxd4ZANu/I6U5M81wcJ6xJ2Wq+p4tI5RGQkXIoOPprXvRqY4ouweFYbtgzuM5JXYLg1cZuHIOwW3mikUA5K85399REWmrYcaxGGIJai05R+cTSSgr3eZozbdMsEknq1tGZSWJYjOM05t7hHnaNSC4GcVGane25EcfbQ83MRy8wp1YAffGRuUYAO4+FMkCXZY7RsxnI76h+KbQ3+meqLL2Lu4cE/NPKc4PkaNNxDplq5gjlNzdH/AJvajtZCfcOnxxUBqt5f3usW9rOnqPKizLACGZ15vw26Dp80Z99GjWSep3dglpdXzLHNNZ4yOb5snQ7dx6b1nXHSm71rSxNcCCchpGlVAepGAfEVoWvmxNi2nSNEHuIzJhkyrqDnJx161mHGUthpWs2cIuIkCgKkXMW5QdxknoMj66WaOjG/MmbLURDeHTdVhgmkVAyyIuzKc4PiDtgijnU0j1G606KSXk7ETQyjHOme7PeB51Edj2uuWkg5sm2jyW3zkE0tJEo4k9kkH1NMnHvpXjVlFkdE9wnxTc32lCeUBpVVskjALKpP6KvnD96mqaXbXqoYxMgbkJzism4EUPo0o3C/Kf0GrVOBEjbhjTFXlJEIHsmnjGic5WPb2FGnwAAvZ5Ygd1ZNePdx9sofHKH5RgkHrjetO45vTpWiTSxgiWRTGmfxu76NzXnLU9c1Jx2Up5EIIwowcVHMlfJbDu/hG3D9kZO0LRc3ywYEdMHer9qMQe70mRMc6SE9fwShB/RWaaRe3NpIkcOQrBmYEdavei6h99r2zypVoYmY+ZO1SSOhqjdfRTMIpJV5gARyj3Va/SK4fhorkcwfm+FUf0dRMJF3PTerVxtG8mjumSMCu1Lo82XbMPvfntk5ppDNFbszTwiWBsLJvgqpPzh5inFwrBzk99FtpBGZedFkjdCjI4yCD1FQ7kdT4iTEGpT2MEsa3cc9vjmtnK7bjp4g9djVk4f1SDUo41UpHdooLRtsH2HzTWMmyv8ARLzVjpssklp6q1zEkh5whUjYg9cAmovTeNdSKRyxNClwhBZOzG4Hh4VdLg532eh7ZSj3KnP7sevuFOvwceVVngXiMa9YvNJy5zvj5yNjow+FWXPN34bHh1pbDVF34OP7aQf5H9VXCqTwU+dRC+EB+0VdqM+xIdArzn90EqtxtECgb9pR/wBJ69GVgfpwh7TjWI7f3HH/AEnqOR1E6MKuRnFnCDZ45Bt3ctP9LhYxHCn6KXtYOWLlBFP7OIKpBYVy7vQ7VCyKmtWKNnY+FVrU07K9VTucfoq8iIOzgDnA679KqHE8fZ6sFxjKg4+FcWqnaO/SQ2yI5hgEUYkd1cIwT5V1hgjAxt0rhPROMRjHcaRsm5YmXwY/bSpxyHx7j4UjaACJu8lt618ArkfIwLr0pG4toZS3NGvUjYUEYgnHUdKO8nNuNgd6G5o20Zi0kjYm3uJY/DfIFBnuolJdonPKcHHKfHup6G9j40jdYMfwP2UN7ZqFU1u+dQ0VpEy9d52PvorarqcjFGtbYY6czsf00jZLy22+OtLYJkyfDFBy5qiOwPHf6mFJHqUYB5dlJP10QXerPkvcwLgn5sIroHtEeffRsjmwTtk1tz9DbEEebVMN+3wu34MQFJE37cpk1G4OdzygClGLEknpiuluVebwp1JgcUIS28rbte3R6/h0k9smPaluG98hp3JkRDBpNxkeO4BoqTBtI57WH14RlSylOYgsTk0DaW/MR2ajHlSk+BqiAkg8uwFHk2famcnQu3kbmGFRtGgx5UVkQE4VRv4UvJjl6Dek5CDg953NbcakJvsvxpEk70tgkGkfA+NMmK0cIBPj3U0ugOeJTnrT4Y5T7xTG6Py6Cmi+QNBZt2j/ADs1ZuFYkktLkuAcy43Ge4VWZNih8Sas/CknJYye2y5lPRM9w76OZNw4HxvbKx1q2gWuoRkSQRTEj8JcEfHrVdu+G7qxdvUlJhKgGCcjl26FW8ffV9DxMMG4fpuTtRHNtghg7r5k4NcmPVZsfD6LzxY8nNcmaPfXemOIjK0Bxk29wmUPhjJ6e40z1WeDVNNdY7dIbx2C/JvzKcnvHUVfdTsbG5iK+rqykfMccw/2VS73h6OCftrFGtZObO55lP6RXo4c8J02qaOTNiyxTS5QyuLCeOAcyq2VHK2QVyPOo8ySxSSv20hkVsnJ6eef1U8jvLyxkb1yRkkbYyjBjf3jp9NKSy286CSSJRy/hw7gf5p/XXUlJd8o89tN+jIbUpXebDNzOTklt+6vZn3I4x6I0/j9x9q15Bk0wzrLLDLFJ4EHcDzU717C+5PiaH0TIjnJ9fn78961fBJdHPqE2txstChQrpOQ+b2qXcratehIXb9sSDp+WaRV7thlbeYjxxtW5H0O2U9/cyT65qbc0zsVj5UAyxNPY/Qzw7/f7nVph3hrkgH6K89wTY/wmBCS9GAIeX3mgXuRu7QJ73FejYPRDwfGADpryeck7t+mpO09G3CNt+56DZHzdS32mt4S/wBX/ZuPQ8tGZhu15ag+bipfgcdpxpojLKszG+gJ7NSQAG91enhwZoEaAW2jadGwIOewX9VSOm6XFYEmOOBdtuzjC/ooU4ypIypcmIfdIp/bXS38YpF+sGsTzuQa3L7otOa40ph3LIKxDHgRVIvsWjXfuc5W+++u2q/36zDAeYbH6aUPox4lnkZfV7VI+YkGSYfoqK+59uxBx4YmI+XtZEG/eMH9FelTIuOopMkFJ8lIycejBovRFrzsOe50+IfnM36Kfw+hu9x8trFup/IgJ+01tPaL45+FF7QdwJpfCXoHxGZPb+hyFVAn1q5J7+SFR9tPrf0P6ImO3u9Qm/8AEC/YK0nnPctd9rH4IorGvQDyP1KLB6K+F4jlrWeXyknYipHSuBdE07UY7i30y1TsjzRtuWVh0O5q05x85x8KMMZxzE0XjTF3s5cD9qT/AJpqpzjerVdLm0mx+KetVOdSMEkjIyPdUs0eQxIvVNJsdUVUv7WOdVOV5xnFQ0/AvD83/R6p+Y5FWQuc4DL8a6rt+Ln3VBJrodMp0no10KQEILmI+Ky0xuPRfYx+3b6hfIw8MEitDVsfOUilFdSepFH4mqsbdQnw/Zfe/Sba1DmQRIF5iME1Jp1xSEbr0DCl48E7Mp+NNFUqFfPI6sPZvYD4OK1ZZArnmONhWVWSk3kB6Dm65rVVZQRuK7NP0yc+xTnyCBk7UWD2VAY4IAB3rvaDuzUVrd/cWkUfqiI0jtjD9w8aplmoRcmHHHdJJEs7Ke4mkJZo4l5pGSMDvdgKqF1eanMpE16IQe6MYxTA2MM8nNOZrhyNyzE5rgerk/kj/X/Wdfu8V80v6Fg1bijSreNlN7G7kbLCpc/VSZAaNfPNQpsoYUbsoIYzjrjJqa6RR+6q6bJknu8SvyIaiMI1sE+wjY7qDiumzgbrGvxFHTrSyGupJHPbG66bbN1iT+SKDaNZN862hPvQU9Q7UopplCL8gWyFuOG7GV4itlbkLzZHIB1G1c0zhu0gm55dOtie72FI+yp9TSowaSWmxyd0HxJJVYyXaofi794bv8ypVOlM9cjWbTpUcZUjBFdMlaY0XUkzPbdXblEaM2w9wqRRGUDJXm8Cad2elyuoWGKRlHTwqYtOHpmIMhjiH0mvnI+w1KbnOXZ6U9WkQccQYfKZkOenLt9dOoolH97HxNWi30G2XBkd3+oVJ21lbQfucKA+OMmu/H7I08O43+PJCWrfkVW2tLqUfJRv/mpj66kYNCuZD8qVT85smrItHFd8NPCHSOeWaTImDQIVwZJWbxAGBT+HTrSLBWBSfyt6cg12qqKXRNyb7AqhRhQAPIV01yhRAcak2NGPWiNWMJsaRbpXNQvbWwhM19cRW8X40jcufd4/CqvecVPPlNEsJJwelxc5ii94Hzm+gVOU1HsrGDfQ71KULfOOXJ2+yiLNt1HwqJN1cySBrto2mIHOY15Vz5CurdjbB3rieS26OtQaSJpZT0zijCUDoRmoYTOTv08ulLQz74G9FSA4UTAcHvzRHnxTYSeG/wBlIPKFbJ28zTNipWSCyk7k4Hh40btNqijdAt7IyffTiKUEZO7VlKwuNDqSQhSSaateb8qtv41ydiY2OcKBVelucOQp2FLOVBhHcWSO6B2B95p0tyAue4VWYJiVGCKXW75jgHYUiyDOBZYpOYZzRmb2uamVlIDCpz18aPJJhTvVrJULdt9tFaZmcb7A0w7cc+M9KJHMGy3N30LDtJGWUqMhj9NFdg6qWwdsbjNNGmyN967C/NGV86PYOUGNvC4IaCFvIoDT3RbgRSGxbZMc0PkO9fh9lM0blJ8qZ3yksHhcxyoQ8bDuYU8ZbXaFktypltc7U0c/KL7x9tE0y+XULJZgvJIPZkT8Rh1H6q65+VX84fbV7vk50muy6UKFCnFK7x5+8P8A4qfpqiRHar3x5+8P/jJ+mqFEdqKAxyDtXc0UGgTtWAgkuCCD0OxrAv2M3kvEN7p8UUixrdMY5iuBy5znNb1K2xrIuKfvzPxvLpsc0kenzrzoQvKuMZbcdTWQxZrFpYtDMtzcMq24MvaqhHKuMgkVZ7WeHtECcoNwnargj2um9Va9ubTRdOg0xnULdnsFydypUgk+VF0XTb22vtEuQY2sobL1V8j2g4x7Q36Hp8KpXBO+Syalp8N2yuxkhuE+ZPA5SRPcw+w7U07TiC0X9r6ja3qA45b2Hlb+Wn6qmDG7KW5Ty+J2qLW7iuJeyiMpAbDMEIUH31NWM6E7XijWbVh6zw4sjA/PtbxGB+DgGn+p8X2k9gANE1u3uTgFBEsifSDSXYx9s0faczL1GMA+6heTNYiNktZOUqW7RCCFx4nx8qNMHHQ2teK7SDtFOl62ZEb22FixGfppGHWZ5L17m14e1+QspAY2fL13G5NNNRu4JkN9ql0U5vZC8wQdNsgYOe4iuaNq7XSu1ncytBHhEx85z1LH6gKO5AeN+o+j1bVrh3WPh2951OX7eeKMjzOWJppqEOvXcc6iDRdPSVeTnuL3tWxjfAUdd/GjNyzrLJJ2vN+GJpSuNsY5V6++m2j2MN7YyTCG3KySFlyv7mQSAAD1GB39c0LMsaRUbXgF9PuGj1TiO3jErD24bYyEDGdmc7fRVlh4K0gRBpNR1rUZZDzFfWezU46ZUADBqSu47kWUqWbworD2pHQfJgMMknvO3Qd1I8RapqOmaPJcpOssqDtDiP2QD8dgfPwoD0SVndwaRpcy2mjSMEYIsULqH8yeUYJ8jTfiuSSTR7maCJob2SFUVCy9qpz83APnUfwRJqUvCpuWuYpb27uHkDS5IIzuBjuqUttLW71eK51KSymeJeVgsWGz4hs528KpFk5LmkNb62QX0UhZkuLaDsQjr7LqVBLeYByPKsD9JEkd1xLdTwS88JlXlOOoAr0DxnCl5pNwloxmbBCNjDK5wNj8cVg2t6b2WpzWtyFaSM8jch2yBvipZWdGnXLsjLDirVdPij7FklihwoeVclR3Lnwp5Fx/eC9Wd7a37QosTNg7KO/GetRU1g8ZaLlYqcMPA0F05y/KyANjbPhSb2i/g2Wk6peRcPAaZeGKFXBZkwCUJwwz7jVv09+x5TCzIABggkVmFtb3CRkRgmHmDlO4kb1p+nzJPbRSjbnUHHhVI5CcsND7UNRnnSFbqeWaNDsrsTjxxTrUtD0y+tBLE43HSmtnbrearbwH5pOTVk1DTYkz2eAPKpzdtm27aoyZbCOzumAiVgiFebrvg1K8LuFvgSgXK4+ul9Sga3vJQmMNk4xSOmK8d5HIqDHQ4qG46qs3DgOQBwceVWjitubTXwfwelUfgu6wAwHfmrRrt4htWDEAcvfXbF2jzZqmzH76PEz7bZphIOVT51OX0AeVjFkrUbcW5CEEHNQa+I64vgdcHW0d7q81rcgNFNbSx4Pf7OR9YqpTcNaa9ywa3VCD1Tb31b+CBz68GVvajGQo787GpuCwhimdZYo2csxyVyetXUvgRzyT3soejWraPOZNMnkjYHlyTnI64I76vfCOvXWp372N9bhZ+QyRTRA9m6jqD+Kw+uoJ9Z01dXuLS+sRbxpIIy4jLYPicdx8ak9ZsfVrRZtAmuLbmyTPCQ2UAyQ3gO/belUbdoMpqqka3wOT9+GBBGISPrFXyvPPoB1zV7jjGTTr7UI9Rtls5JO3MZDqwdRy83Rhg5zXoamn2Tj0CsN9MyI3GUJYnPqibA/lNW5ViHpjXm4zhyBj1RP6TVz5vlOnT/OU+3ihJweY/GpS2tYGXJMYyOjNvTe0jhG2N/E1IxdkM4AzXBKXoemokc9rao5JkiHwJqh8USI+sfJMGQKACBgVdtcvRBEVRRzN9VUHV8m7QsBkgVyZm9vJ3adfEIE5brkeVHYDnPdRerZxijHOSe+uazroKF9lhk4pCx3jc42DU4Xo5A3x491N7DPJLkEe0etY1cjgbNXHO56gHuo4xz0WYbnfO/WktWEIrHJxsKJPtGx8Fb7K7n2SM91cfeNvDkb7KDrszBZn9q8udjS4HtU1tG5rXJNOlxlfMA1myTO5AO//ALNFJ9r6a6pPMF26E0U7tnPjWsACfaA5sDFcfPLt0xmgR7Q76Md9s91EzRxsdl4UnIPY99KNvAM9TScjeyc9KK4FY0k5Pvgp2L8v0DFGdcFt/Ok3H9sC2fwMdKN2nOWPd0qjFOezlcnbO9JSj2tumTRm+aF8aK4xjOe+txYBNyRnlG+dqIwPKKVT5+3QZpNjjl3pk15CNBI1z7R8cU0uF+WVhTpCQSO/rTSU/KqD/wC9qaPZmJTY509xq08NTyW1p2TqoVmLAnHfVTnkWMh3xyopJ/VVw0K0Mmj27OpMjbtnxNdFLbyI5fFRMyWzzDmEgwe4GkZLVoxkylgPIk0tHG8AAA2O2CaXL84yAFI+muSUb4LKVEfgEBSrt/m4ptcQ/NKwjr+E1SM6A75bPltUVOxjkz2ed9/CppDb2xpcWUMnN2iQpny5vqqv6joEOWeEtC+OsQ9k+9elWWadSf3JV+JNNJmyueUCr48k4dCTxxyLlFCuLW6tiTNH2sQG0kQ3HvHUV7D+5LcSeiVCP+v3H2ivNFwoc5KAHxFepvuZk5PRko2/u2c7DHeK9PS5/EdNcnk6zTeFHcnwaxQoUK7zzTH5JYlnlwQDzn7aMsy+BPuFIzMTPJiM/Pbqcd9HUv3Kg95riQRXtTjZDR+0bGeUY8zRArk7soHgBSgUjq7UeDUdDSEZwB7t6Dc+Msce4ChyL1PMfjSFxhY3KqNhRtGoyP09WSXWkWszn2op1GQd8McEfXVEv/RLqkd0vqt9aG0Zh8pKxUqp7yO/FXf0zO83C9w5HsqVOBtsDWTrda7p+pwWMV0TNMqusckoKYI2zzHA2qcZtt0HaXvhjR9M4P8ASDw5Et6k0j9qs07sFDFk227hW8QtzJlFBU/hcwI+qvK14ut6pqFpp8s1s09xKIYiGUoWPmBsKu2ladqXAnGnDov9UubvSrlzE5j5lRZDsFIJ33INFOTNSN1yw/FAovtZ+cPgKISQccpJFc5mJ6ClbY1IVHXq3013l9nYb+dJgMerY9wpTlwMsxAHicCsmKKKMDJAFAuqglnUKBkknYVBcT8Q2ehaHe3qvbzz28ZdbczBTIR3Z3qtX/pW4Zj0hZEuJZrmaH9xhjDFGI6En2djR3x8g7JFysNZsdXi1OOxlLvZuYZQRjDYzkeI86griVcICSpVcHNYn6O+MTwxLqEkyNcG7TkI5uVVPNnmP+zpV7tOONPulVpFkj5u8e0P11zZsqT5KY8bkuC0Eq3RlPxorReycIM422qKg1zS7kgJdw5PQP7J+upGIo4zEwI8UbP2VFSTGcXHtDgIOVeUuDgZ376UHPjPOT7wDSSlx0dvjvSgZx1CEfEVRMUVXn2J5D8MUbn5FZ2iBCjPstREfA9qNv8ANOaNI8bROoLAkYHMppjErHaqmpRxB2Kkrn4jNaigx7IAwAOprMwwbVYWVgRldwfIVpasOffwFdmHzJy7FxnfoNu4VXuI5SI7RmZtwc4OM1PBicgDbzqucWLyxWigE45hkDNJqnWNsrp1c0Q5cAFuQZ6ZO5o6u526/GmnMkY2GO/cGlxc8qZ5lA6+FeXCaO+cGLmNih5jyqetSAnhaNBkjAxuKrs+qMylIyCO/vqdMETwRHlAJUHbbuFd+kmpWkcWpg41Y4RozuJFP1UsoBGVYH3Gou3UyWcU7LNhyw9h89DjoaUJXAy8y++MGuxNHK0SiI3hSgB86jFZBjluI1z3lSKcoZABySxt7pMZp0KPgKUU7UzDXK/gO3uKmlBcSruyMP8AwzTAEFpQAN1APvpIGlVNOOLL0pRTvSSmjrWMLqaOppJaODWMKijiklNKDrWMHowNEHWuSSxwxNLM6xxqMs7sFUe8msYVoddh1qrXHGVrK7w6HbT6pKp5S6DkhB/hD1+ANMLiPVtTB++2oG3gbra2JKKR4M/zj9VSlmjErHDKRPapxDpumy9jNP2t13W8A7SQ/AdPjioG61nW9QyLOGLSrf8AHlxLMR7vmr9dHtLK2sYuzsoI4UPXlG595o8jqh36mueWeUuuC8cMV9SLg0iBJu3uXlu7vvnuW52+Genwpy+wwqknzpVhI/Qcv210xhQOc5PgKg2WXoRc8LvLvv5A0ZY1XG2T4U5uGAGeg8qQjLSDIGF8TSFL4OMe76hSsSbjP0frovzenXvNGTmOO4eVOhXyPg6gYHtHwHdUddye0xLe8+FOwfk9tl+2oy6zI+4wg7qab4Fh2COUkeyCB41I2rjl93WokMFbckfop5DJlBynCj66XG+RprgX1CXnhKrkL5d9QDgI5B61L3J9jJ2PcKr9/OIlJJ3PjWyGxjo3KiPkjJ5j1zTmyIC9o3TuqG08GRgxOC32U8uZ2VhGmy95qaGZZ7KbmiB8d6Unl9nHcai9NlHYjfr0pW6lxEzeArpXRBrkbTXfKrnOOppG3vQ0QIO+aY3MgMZQnqPHemlu4WPC5xk4qTZWMfUsENwzFt8nwqRhlIQHNVSG7WJsM4Dnp51MW8xe3OTvTwdiTiS7y5YEUnK3MpBpms/PCN9xRBc5Xc9NiacnQ7t7z72XguGPyEmEnHgO5/h9lWRzmRCMEZGD41TnkEkZRxkdCD3044V1ErP96rhsmPDW7E7smd1Pmv2VTHOntYmWHG5Gv0KFCuo5Suce/vCf4VP01QoulXzj7bQP/GT9NUCI7UUKxyDXCa4DRHO1EwlO+1Ufi8st/BO9y1rDF7YkRxzsSCpVQeg8auUpLnCgk+AqhekTQZtR1HRvmKA7rIxOSq4B6eOxoDISu49Pv7u0kjV74wJ2ojjXK8vQs7Y7hnbOTirBwpZSWumpb5k9TtJ5OzbOGccxKKMg+IokvY6ZZJJKoZEHZxqpADZ2GR35qSs5NPkgWKWK7Zn9nnmVlwepII+aOgqifBNrkj9Ztbl9Ssue5uri6djJ6nG2VXH4zeH21PWouorAwzwQQvjooLEg+OT160JJTGRDYT+rrkDJjDO/lknb4011G4nfTHisZJTKxz27sGBbv3A9+wrNmpnVeRJpbe3t2RwoZURF2znBLHb4Uj97byBZria7uZh2bKbeQrh9v0VHJqd1aWs8rNBPce0cqpUllXY4PUY8KjZuJbltDgu7lsSSxoZRhfmlhn3ZFBsKiU7iuEQas0dywKvCGiHMQhY958Dt06VP8CQX0WnT3MTRcki4SKRWCnf5230VYbnRrfU40muOxaCIq0Scu3MTkgnr0qaiWP2I4YmjAUBVx7JXfBB+ge+lHbIe5i1dLQXNuunuoQyGUOWzjwzsD5Ghwosl5owKXCtIWKsp2Kkkk586l72FpLIxrH7Mq8rgtymPIycHvyO6m7QLY2x5IvZih51RW6Y6DPXFYB3UXltRByQ28kk0wgWM5OMj5xHfjGaLq1pFNaGCFGuY+QQhX9kEeY9++3hWYXXEusmW1urm4bs1k7SNMAKMbY28jWqpPA8KySo6CUcygb4JGdyd+74VjUUyGO50ic6RKo+9lvBzLI5wM8xyc9c1JJqEEwaO0mjZ1OWPzuQDvyBt7qi+JLmC91Fp7c80TqrKe7bvA7t6PwnI0h1OFjkyW7NnxIo0bsUN3cX2v6Rb6eGnuFcu6o+xXoQR9dZ7xSobie/DcwImZTnqCNjV/wDRXleOrXO3Mjj6qpXF0RHFeqAj2fWZD/rVzzlaOzFBRb/AhpVCzgnqAOprohLTlzjJXApWO1M1wCQSo7qk4bVe1BZcZGBipymdMYjKysCYz7RwM1adL00m3QliBy0/0TRkliGc48anV0/sYgEzgbVzyzPpFPDRF6Lb+p3RkZix7s1K3N4WU5NRs7lJCPOkJp9sEnFOpuiTxqxpeIGkL9+O+k4FGwGAc0a4fZjSEb5NYNUaBwjcLFHhutTfEM8c1oNxmqFpN0YuhqUur4SxYJOa7ISW04Zw+McWMsUfKHUZGQfA04u1s5I2B5VONqr3rGTnNEknZl60niUP4VjCG6GjcQLeRDKbqwHeKtEF+Lm47e3k2Y5DDwqn6hHz5J6Up6PdRh1Ka4ggQp7RWKRnOHYdQR0G3hTwnuQMmOnZYtdtrG45Jbi69TusexPG3K+PD8oeRqi3Wo6lovrEayQ6ra3Ab2oRytv4r41eotBtLzUGuHuoZEBKvFIhDIR13J6/VUbrHDF3LG0+m2zG3BY8iphiB0J3NUgn5HPkp9iX3LmoS3HpKvo7q0jWZrGVxKQedV50ATHQDyxXrCvOnoEt3g9INyJEKt6lJnK4Pzkr0XWmqYsXaBWHemQkcaRYUn9qJ/SatxrEvTBGj8ZREoWb1RPH8Zq587ShydelV5CpwSYG6gD305S4Cqx9muWdspIAgGfEipGe2VFCZjA/JFedLJFHrRgymahL285YtsOmFqE1K0mnmRoY3lAXcKMkfCtCexiO7zD4KKpnpD0rUpJbWbRrpcwZPZ7qSfEEVx5MsZ/C+DtxxcFu7K/z/KEHYjG3fShOXNQ0fFUqSer8Q2BeQeyZGHJIP87v+NT9glnqS50u8WR+6GchJPgehqcsco9rgvHJGfQinRvdTawIIl5SSOcgE99LzRSQSMk8bxN+Ky4NN7IY5sDGW6eFJyOOc+39tBugwMUX5zAmgTkDyOKVvkwCfZwANxmk2+YwP4h+ylMEKc+FIyE+1+aR9VCxROwINoc74PSnEDEKvN13prp5/ax6fOpyuwBznbFFvmmSFEyXzjflIop2B91dL4ZQPIGiN0IPn9tKrXZmHUZcg9M1xiVjJAyTgCutuyEbH7aKGGMnoN6IDsnsBU3yB9dJsRgA95xRrl8ybdTvSUoyAR1G9FAY3Y/tptzsvTwrg9klc586K5/bTgZzy+O1FyQzeVVryEsVJAkU9QN6Sf5wz51ztN12yaKzDmxnurUBsBYBcjpSPNnlrp+btSXMARtTpCB1bbBqPlP7cHhy085vZ3HTNR8zhbp2bZFTJ92KpjVyFlJJWdWAXmpW9t+CPlZD4DuFaVoiExqFA5V8azrh5SVkupMiSc8wx3L3CtM4ehbsEJB3GSTV58uvQVcR3PzJKaJCQCd8UzmROXHOR4gCpZ4vZLBVz5mmjxu0hIUAY7xSeHQNzIS4VR0yx+uo+bIA9nbNTd1Eytud+7AqPukQjmZjnw6UNnAymQ05AU7AjxqOklC7hwBT26RFLYXGfPNRrcgO6LnzFBQGcvQRe6RiRli3kK9Wfcznm9GSnBH7dn6+8V5Omxljkj3bYr1d9zF/8ME/js/2iuvSRUZnDrpN4/zNaoUKFemeQY3Kfl5Qfx2+2uo4XqaQlRfWZTjPtt1PmaWiUAZCgV56Y9C6yrjrn3UYyMcYU0g13bQ5ElzChHUFxUfdcTaRbglrsOR3IpNCWWEPmaQVCcukTWXPcBTa7D+rvk747hVbu+PdOiXMME8h/KwtQOpekj2XSK3hQEbczlj9VRlrsK6lf4FVpMr8iP8AS5bZ4GvDucRl/oIqH4U4ds/7JC5touwGjQ3iIU5l52AUnf41W+N+LdQ1bR57QToquOUgIFGPfVc071p78ckt1KEtFi5Wnb2VznAx+D5U0M8drlX+8GenknTNL9IV1Y6Pq+hXczxpDbalHJIIwCVXBBOBTzini3h3XZtDtbLUop0++kdxKFU8yJGC2SCPHArJL605b+0d4whEy7jJwfOp7ULKQXFjMVMjrcBT0XZgQanLUqKVed/7/rGjgXmzZLjj/SlYiNZ3OfxQo+uoq89InLtaWig+LsW+yqYthaoccynfvJNLsbeLYLt0HKK8+WpyPzOpY8S6RJXvG2u3Xsws0SnvjUL9fWo2WbWL0hrq7JLfjyE0cz7Ds0BPQZzQeWQqcsqgf++lRcnL5mOpV8qSKfx7BPBaRBXkeFyRM4GFXwBqloi5PLIQo+bitR4jQXHD1/F7coERIVQOvWsigRWddhjO9exoWnipeRxZ7c7bJlpjFGoj5coSSxx086caNM9xLMWcdrEvyZJyGBO+BUaLZI43IxvtTzh4dvqMZVXWCPeRwNvdVMiWxsjG3JIusllC+MSFfLrRUgubd2NvOQF7wxU04IVuUrKNunMMUozTrjnCsvmM/ZXhb5LzPXTfQe24g1qzwRcvIv4so5x9dS9tx1eIoF3ZwuO8oSpqF51JKvEwGNyp2o3Z20nsdoFbqA64p1ncRXjjLtFvtOOtPcDt4Z4j5AMKm7PiXSLgYS8RCe6QFazdtNV19gI5z1U0nJpxTvkVvDGRTx1v1Eemg/VG1aVdW89zA0M8Ui834Dg1qFzqNpaAesXEaHwzk/RXkaC1mRuaN+h7tiK0izmnuQhubwglQDyD9NXXtGUFUI2xHo4XbkapqHHFhbAiEc7dxc4+rrVavuLfXnU3PZJEM8gc8m/l3moCG1t03VyWPfnJo+qg20EDJFA7b+0+x+muTUarPKNzl+SOnBhxRlUV+ZItqazITDKBv+CwNPFlnawLgxucfhLVMaYv8+wBHeUINTVlewLpzAiWHAOxBGK5sGaUmy+XGkLntJPbMEZbxU4zV4VsW0P5g+wVmw1KNYQUuC+RsMBq0UHNtAfFF+wV7Xs52pfkeZrlW38xTT8nRrUj8aT+lS4O1MI4hFkRPJGDvhW2+il1a4AAFxzH8tAa9RPijzmOlwdiM0oYYnA5o1Pwpss1wD7UcDjyJU0ot0RntLaQY/FYGmVAdihtYz80unmrEUYRzDHZ3My48TmieuWx3Z3j/PQil0eKT9zmjP8AnCmVeQrbEVpVTSK0qtURVoWU0oDSKdKVHdRFFVO9KLSS7Ak9B1PhVe1PjXSbORrezd9TvBt2FkO0wfyn+avxNByUVbCot8ItS9aj9Z17S9ERTqd7FA5+bF86R/cg3P0VR7nUOJtaYiW4j0WzP96tTzzEech6fAfGltL0SzsWLxw88zHLzynnkY+JY7muaWpXUVZ0R0z7kyTn4p1PUMrouni1iP8Azm/HtfCMfpNNotG9bkE+vXM+pzDcCZsRqfyUHsj6Kfq6KPZGaHaeJ+AqEskpdsvGEY9IcqURQkaqijoqiiNIB1+ikOZmOBt9tBsKN+vv3pOg9hmZpDgbD665yom5I6e80i8oAwCBTWWZlbJxj66Vyoooj1px0QYprLJ4bt76bduWz+CtCN+fPKrY8TSKVjbQ7DLZb22Hd3Cu5OfPwFBSzHC/Tij5CAqN27zTAChPE/R3UcyiMY76QnnWNcZ3pKNub23B8s99FAY75ywyx9wppcsR+ulOfHXGaY3UvMSBvRb4AlyFDcx8R407gYDG/uFNIlIXZc0dW5RjOSaEeBpdCt5LlTUHOBk82G8qkZTnIyAKjbjBbbH00ZAiqFYSsSF8Y8qRkYyEcinc770dmLovRT4CuHCMuRudhU12OTVu6pEqr0xRL2T5HbJBOMZpCBsrk7DyotzJ8zfI3rovghXJC3J5tQ22wf0UWN27Yrzez4UVvau3Y9d67CBz5IyaRlTs4DlWzuO+pqxfmDAHzqDLADpUhp0h7RNtmXFGAsiThk5HKlseFN5JeSdhnZqTuWCydopprfTEoGU9KaTEokYZDIp39oU2uLc3E8GGZJFlUh0OGG4pCzuiGVj0Ozd1OpHC3cLA9ZF+0Utmo36hQoV6Z5xWvSD/AMnz/DJ+ms+i6CtE48QPoXKzBR2ybn41SYYkjA9kA/jSfoX9dMkK+wkcUjj2VOO8nYD40cQLy5JLjxGy/T3/AApZpASMAuR0Lb49w6CmuoXEVrA1xqFxHbwjq0jYo0ZBJZEQEL/JT2R9PU1Ca0MxQvMBHGH2IUHHuFVbiP0lWsAeHQIDcS9PWJRhAfIdTUJwNPqnFHEjeuXJuJkHbIjDCjGR7OD7OMilckU2OrLz6rCsKSFEaUsCixjAyOpH4reNZvrGr8T6nrc8dr2vIjMF5AVRkU957x03qx8Ua3c8M60+mPbdrcTcpRu09hQ23TvNQXpC1C50+9hsLWeREKdpIQ25Phnw8qzklwZQfZZ21A20dv6/Jz3DxHmWJOYRgbnO+QKYW/FNje3cduqT8rN8pI0fZIAoz1bu+us+XUb8IQLuZQdyFbl+sUhhpfnFmbxJzQ3WHw67L9rOvWKxXNtA4keROUHtDgDcdR3752qc0fQDc8NnUpOwfSzbMqg552wpAyD4EVmFra5wTvW16JJFD6Ih25CxAOjcxxsXx+mjyBpAjvrOC0h7SMxcy8nKQX5jgEBPf9VPhaQSxqZG5ZFy6hX9lc75X9PuqkNrMV7xDZLG9wNOjKlRFnLNj53/ALGattyUMiyQqH5oSVErcpY56knp1okxW4ufV1ZUjEs4wye0cnuO/TBz0po4lZZfWIY1j5RG5Tdmz3bd2PjWcaUbyTiqIJJMGSUqzD2uyQ7Hb9NaqFlZ+XHyQ7iATsPHbfw91YJVX4Y0ywuYJ1tJHaWYoRIfYXwOPfileKdXaGwnt7GQvefNBhJPZr7x31OahC11eWsMzxGzWTtJRk8xVRsMeBPfmloLG2t4pprOJYu0G4UYBwOpA376xjOtSjjilhSJeRDAjYznBIyd/fURc3lxYdnNZzNDKzcnMveDsR7qldWcyygyEFwo5iO8+VVvV5sy26DHz6M3wHH2Wn0eTtb8eaa3NlGcoc+YqJ41j7Pi3VlYdLl/trugXYtOJNNnbotwnwGcVI+keLk461UgbGQMPioNcc38P5nfCPxfkQdvEqpjYE0tbYaYY6dBTCSQp0PWnemMQ2ag3wdHnRqXCVskoSNBlsYA86suqaQYYADGw7hkdapfBGodjdhielarLqEVzZoGwT1Ncd8nQ/KjHdatzBK22MVByycxxnBq3cYshlcL41SZSd++urG7RCfDCTuMEA7++kkfDH3UVhnmpGMEHc1aibfBM2s4A3+2na3PMMAn41CwOckU6STDHHhVF0Ta5selsml4QW276b2h7SULn521TVtYtlSQcdDUZOmUirIPXIpPvZciFo0lKFVaRuVQT4nuplpFouk2lrHb9YcNzDqW6k1ZOJtPf7zXaqDz9mSpA7xvUNE4nsbedcYkQH44poS4FlGx7rMtxa3/AK5ayFDcRiVSdw2e4j30pp2sWur2Ci+X1S5dSFmQnAPke4++nMkzPwhaTdjFIbWdoSZU5hg7j3VF2R01UWKS2mi5TjnicHIz3qe/412xXnfZwy6qujX/AEZWRj4hW5S6maI2bKYmfmUnK+0D8K1Wse9EENvFr8nq147r6u2IWRlxuu+OlbDT5OyEOgVjvpZ5v2Vx8v8A1VP6TVsVY96Wplj4ojB5f7mTr+c1cep+Q7dH/wAhVrcsu5O/gBT6NGcZqOtrtCRllx5VN2siyREjI9y15E4s9uI1kg8aib60bmBOR54xUzMW5iMtv50k68/QbebdK87PB0d2KRU9T0u0vYjFfWyzKenMOnuqi6twMIGabQ7h426iGQ5+g1sEuniXcIc488Uxn0wjrHgjwFQwyyYn8D/LyLzjjnzJc+pjb69rehkWutW3rFr3CYc6/A9R8DT3Sb7Sb/mMN4bWRjkRze0gPgGG4+IrQ7vTkZSk0Kuh6hsYNUvXeBLK5LzWA9TnG/snKn4V2Q1EJ/DlW1+q6OeWLJDmD3L7nLq0ubTDyR80LdJUPMh9xFJZGMZquIOJeGpSy9tLbd5TdSPMdKk7PifS772b+E2k5wO0h2HxTp9FVlhdXB2voLHMnw+H9SR7j4UhKcEjyNO1tmmjMtlNHdxHviOSPevUUxlO7Z6hTUaa7KWglmy+rnfbmwaXDYXHhn7KbWeBbHbGWOaULjl67UWuSVip9orjuOfoozNnm6U35yz5UeyKVSKeT5kMhB6EKayXIrZ3n+UUE7YxXc5AH0UHtLkEBomQ+LYFJzIIlxNd20Xm0o2oqLYrmdYgMBnOO+iTPy43xnvptJqOkQn5XVI2A69mpNMLjiTRYwQHuJT3YAWqxwTfSJyzRXmPI25r2bu9nFcYEZ3qBPFFnHcO8Fo7lh0dtvqpKXii8bItbKNM95jz9tdC0uT0IPUw9SfBZnAUE7d1GeKXmHyb7DqRiqu2sa3MMB2QHoF2prImq3B+VnkwfM0y03PxSQr1F9JstsuIwRI8Ue3VnFM5LyziHt3ceR0C+1VYGkzMSZJmIpQaVH+EWb4mnWHEu5WJ4mV9RJeXWrCInEksh78AAUwkuU1KbsrZHTtSA5LZ9kUWLS41O0Y+IqX0mz7Ni5RR3DFNeOHMOzKGSbqXRNaVbx80cYVjy4HUCtF04KsadlGNh371T9AteaUuwwO7bFXy1XAUKpz7s0cUb+IfNLyQ4kYlAAq5+iklQlCds92KUlXJ9sED34ooXC7rkeAyaSZkR06sG6c3jk1G3kJYAqAD51LXHz/ZAUY7z+im86nsxkjz2qdugtlWu7Q8xPMuPIZqMmhQHDEt5VZbiMPzZyaYNaxb8yYNCmNvK1KEBI5PiTXqn7mf/wCGS4GP27Pt8RXmmcJGxwg5e7avTn3ORB9HC4GP25N9orq0n/JRya13j/M1GhQoV6Z5J471jjrUje3KJOYwJXUCNAPwjUPJxBqV1gSS3Uue53IH0UNQWFb+79pQO2fYDp7RpDtIU9vlJI7ya+Qnkcnzf9T2IuMVwkLpcX7/AIqA95NdEF1MuXuWXyVaSjumY4SLlo0jzttzmMHvzippJeQXkbF10uP2TI7FfwudsZoTWljHE4wmQOo3NIc5Ay0w8yBRCispIRnY+Jp9yQrk2RevG2TTiFiY5UjAwKj9NvOyuWeK1QSGFU5iSeYDvpzqoZY3VkRRjZmIH+2opGDOAJHYlMZUZA+murErgCrY6vpbi7khWZo0DSDIBxT6G2FpcQH1mSRe1GFIzy7d2ajeXsuyPq5IVgSXP6BUxJKJ0iERwWcElFwRj30s20kl0NtJUAMwxC7+Z6CjMQmydkp8hn7M0cRh+rF/ec10+wMBNq4HMZQODfAYyHxPT7aonFGu6zpt89thIIGJMTqoYuvjk99XsuM4bI86qvH8TPpsLBYuzWT2nbYjI2x+muvQzj4qjNJpiZItRtFGudRu7v8AdrqWTyLHH0UxdG64PwrTYNE0jVdMtZntuRmiUc6ey231GqvxHoD6SUltZjNbO3L7QwUPdmvZwa3FKXhpUyOTE2rkRMIgihAdVdz34z/+qk7TXLqyRY7Zx2AGezdQwBqHftI5TFKhSQdxqV0zQdQ1FO0t4VWLpzu3KKpmWOryvj6hwQjB3FkrBxOrhVubYgDfMTY+o1OabqltenltLhVkXdhJlSR8Kq1/w7PYXdnBPMjvcZwqA7Yq76FpVvplr2QQGVvnyFevl7q8rVrTxgpQ8+jqi9zaFXd0jQtH2ndsOb6xXQ8TKXIZe7OAft3pyLWPOY/YPih5aD2szLgtHMh6rIuD9IrzN8Sm1iKohcOr+0BgD5uaXElxGFwzKv4Wcn6KIsKxKQ1vLEO/lHOoo9pHz4Ec0UniFPIw+H+ys2mFIfRSKrqxVZApA2XernEFIGFK+zvjeqbIpS8jXl5gQCOdeh94q0wPzKpaOUbDdWz9Rp8LpMnkH9pbRK68sg65IY/ooay86xRiPPIScge19GaJZtyyMe0R+b8Fxyn4ZpPU4p2QGJeUZ6Bc/Rg1s1SVD4rixgk8iH5RYmI6+wV+upzSroS2e8T8hyNm6fTTGCDMa87nm/CUgE/oqQtmjCsixkH3YJ8996hhhXJWc7G0lsZoJDZcgmAOOdf1VDwcT65aEJ63K4XufDfDcZq2WRtost7QI2J3/wBtVy6t0cOsUkbHfAHd9tWqcVcZNE/hl80bHVr6QNQjYC5t4JB+aUP1VN2vpCtWwLi0kU/5NwftqmNYYCiRCWHUqBvTa4tI1ZAqyDJ3JA2+BxVo6rUx6lZKWDBLuNGpQca6LJgPO8JP+EjP2ipe01vTbrHYX1u5Pd2gB+g1ip0xmY8pHKu4bm5c1ySzmGwJLDww/wDtq0faueHzRv8A38yUtBil8sjfVcMuRhh4jcUR44nPtRofhWDWt9d2b/J3TRnu5XZPqqWt+L9Zt8D1uR1Hc4V/9tdEfbWN8Ti0Rl7Nl/DI2lRSi1X9e4q0bQTyaheoLk/Ntoh2kze5Bv8ATiqvPxbxBq7FdIs49ItD/f7oCScjxCD2V+Oa9yWSMPmZxxxyn0jQtQ1Ky0q1NxqN1DawD8OVwoPu8fhVWueOZrsFOG9LkuB0F1eZhh94X5zfVVYt9Fga7F5qU02pXw6TXTc5X80dF+AFT0SfjbDuFc09U38iOiGmS+YZTafqGsnm4h1Ka7Q7+rQ/IwDy5Ru3xJqZsbKCzhWK3ijijXoqLgCkxME2GDQafPU7VzNuXMuToSS4XBILKiZxQ7fPnUZ2vMcBvgKXRug3FFM1DwSE7ZxSyezuxwPI7mminB8fKk2lJOFGKzYKJB5+UYXb3frps85xucDxNM5bkDbHN9lNpJGfdjgVOU6GUR1PdjOIxlvrpHnI3k6+GaQEgjPsDfx76WUKN29tvDwqLnfRVKg8Y58NKCF7hToAtu+yDoKbdqF+cckd1J3F2FX2iT4CqQdCu2PmmA9kMF9+1N5pcLheh76YFTMQ8+/4qUsF5jjH6hT2BKhSMAkOxDN3L4e+lGkxux386RJWPvFMLi6LNyJknyogqx5JKWwFOfjQjTlIbmOfDGQaJAgVcucsetHdwBk7eAogOyycowOppPIVCcb+NJB+dqLIwIx9lZBOyPlSq5JNNAFySSPOl2IVdiebp0pvj2sCszCkaczZ+ApOXeZj+CuwpcMERm/FGB76aNsAOuT9VBGsexsRGu+5o0r+yx8BSA5wQQPZA8aDspRiOpGM1SxGuSKQe2xOaClhKcdKczbKKaqfb3oDBSx3NO7aXlSM5xg4poTgNgZ2rkUg5D12NEDJW7fKHPvpgsnMgBznpTh354lO+CKjOblkYE9aDAheKckbg+YqUspVmaEOASsi9feKgzIFf37080+Vku4DjILr9orJmaPS1ChQr1TyyA43LDRPk883ap0+NZzqF/ZaVb+sareRW8fdzNufd41YfTxrF5onAMl1pzKtwbmKMMy5wCTk15Rvby61C4NxqNzJPMfwnbOPIdw+FMnSMobuTUNd9KSjmh4etN+nrE4+sL+us61fU73VJjPql3JO/dzHYe4dBTASAKeXFJOS25JpWy8YpAeYZIUY8zWgegxieMJT1xavv8RWd8gzsN6070Dwc3El9J+Ja4+lh+qlXYZdM56RoDfelq0gG+8IPw3qrcc3Md9xTfPGwaOMiIEHPTr9dOfSpdSScbao0bsrLIEVlOCMDuIqu6TakxBRk4JOTW7lQPljYeKPnIAG321I29nsCVPw3qQ0/TyxXAzVo03Q2bBZdqvGFEJzIGx0t5Mex/sq+3lv/wDxb6nLn27xIiPHLjanmmaNkYVQAOp7hU5faXBLw49vIrOsc6zgA4yy7j7KadUJF2yB1GyhtY7cmHmEEir8moUqAO49+B8BvQvpILV0eRJFizyrlObGR+CR4/RSpJuCqThzsZPZx84nJ691VnUdVNvrenaeGkNu7MWWQ4STuyO/AHcakMTqWcdnJctb2yIZXUF+XJJ5cg0a7mkeB0jiRu12YMwAUgd57smiz36h+RWbnUc4ZthknGN+7BqF1PX4NKtA1zLFDjK8zjoPEDvJ8BWswy4g4sNkrQWtn2dwT20qPuqZGAM9+cZ2qU4d1g6jpkE8s0faNJylAu4bPePdWW3PFOmanr0ZudOkMLuiyO8pwqDvCL9PWr36KdQttS4+vrS1jgGlQxloFij5CRnYk9SffS7kPsaRFcTukWu30UadnGj8oUnoKqGpyK1zCeboaece6my8YazFGcAXTqBmqnLNJLMrZzg0JytUVx4q5LC5dslWZSNwwPQ1J3t3NdzmS6leaVgA0jtljgd9REEpeJcDrjJpeWTEnKO/rXHLlHZDgUcljke4U8tm5AM1Hgk5I6DYUtag8+M7eFK1wMnyW/QrjsXB+NXi21YiD5xrNLSXlPzsHwqVj1AhCObFczjbOhSpD/XrvtZiSdsVWp33276cXUxldiT0FR8rHmFXxqkSm7Dcw3oznm3HTl2pJB7JPiaHOAmwyPCqrsm+g8LHtPfTxSCVzg+6mCunMu5B8OtOFO9OxEWLQYFknQMoJB2JrUNK0lJ41OAQw7xWX6DOEmUnbv3NanoF+qoMNynr1rlm3ZeK4E9W0QPaSxsu4BU+dY/psfY211ZPs1tMyYPhmt31C+V8sSPaXG1YjrfLbcYXqL8y4UPjzo43zQJLgmNE/bPCnENrjLxotyF9xwarkI3wetWXgNw+uTWmQFvLaWAg955SR9YquR8wfDdRsQfGvRx8pHBPiUkaj6F9+I33/wCavt/nLW11ivoYOeI5P4q/9Ja2qq5Ozlj0CsX9MEavxVFzAn9qp3/lNW0VivpgBPF0WOb+5E6fnNXLqPkOvS/8hVLGCEEbA++rJD2YhUDG3TFV2yiJYeyfeanY48RjIYY6DNeTN/U9iLDFMtnOB9FGVI1znnPuNNcMzfNPgc07j5d1YgeFcc0n2dcJV0KwqD81CcdxNKkqoIKpk92KShdAMK++d8Lj66W9kj2Wb9dR8NItvGN1YrKuVKA+GKgr2wZMg83vAq2oqBc4B99EdIckE7kbjaoyhH0GU2ujP7iHlBDHI76q2tcLaVqas7Q9nL3PGMVq95Z27g8oG48ar99YomSUBGdsb0kd+N7odjNxyKpoxS94a1nRp+10uZ5ohuMbMKR/ZXcgGLWrbndQV5yvK/09/wAa1a55k2SNlXPcuKr+pafa3h/bFsjvnIc/Orshrt3GaN/XzOeWma/4pfkynrxbpltCVi02aUZzzSSHf6KSbjCeYftPRoQM9SpO/wAassmhKAOzRCnhy0VNNZTjaP4fqq61WnriNnO9PnvmSRXJOIuJ5hywWyQL1wsYFNpLrim7/dL1kHcOfH2Vb209y3z+YHyrq6agODkn3dKK1kV8sED3Vv5psojaTqlwf2zqL582Jrv7HEP7rcyu3eOlX1dJB2UFvgadR6BNJgpBIfMLit79Py/Q3uePzbf5mfpw3bDDcjt+cxNLrosCsOW3Ue8CtFj4Vu3H7kF83an6cHzhQJJ44x5DepvWzfch1psUeomaDTYweVYvoFKDTTkhUBx5VqFtwhACWkuJJPEgU+h4ZsIT/c8j+JLVN6m/MfYl0jJU05gSAADR00ud8BY5HJ/FUmtkj0mwg2S0jVvNc0cgxLypEqqOmFAoLOHaZLBwtfSHa1k/ztqeJwfc/wB8MMY7wWyRWhS8zEsCz57qTFvKxJVPeQMGleafmbbEpEPCkSkia4ZyO5Ex9ZpdNHtoTyhGYeLP+gVapNOuGycADxJ60LPSy9yqmQZz3U0ZynKrA3GKsNoeliOMciAYHUL+upZ0A6nJHn+qrBbadDBa8zh2yO+mMxWMns0Jz3jave8Lw8aPM8bfLghHjZjnLADwFBomKkBT8TTuVxk5CD370m06Ee1JzY7lFcc5OyvkRM0LKcY9qkJ4+ZQMb+Zp/czJnK58yaj57wBcAj4ChyxWxk8RG4wR49BTC9VEQsxXfzpzPOXyATjzqH1RnEZxj41Tw2ye/mhncmIjIY+7pXpj7nLH9jheXp65N9orynPM4H4J9wr1N9zQzP6M1LHJ9dn+0VbSw2zslq5XjNWoUKFeieaeHb/sfvldYQs3bPudvwj30nCwfJSIAd5K/rpe8lL3d3jAftZNxjY8xqLimdJzFeksT0Y7A18c022evVUSXQbzgeC//quw4AA9uVuueUKPrpHmMBGFyh71FL8w2ZTjP11Nuh9p1gWBDRRKPyhzUlIH25nZl8AcD6qU5ywPiPOuBwRjGG7we+hbDtI69iiVCwAHvGahp45CQyEEeXfU/f8ALJFhcKe8VEgMgIzj3V14ZNIZJBbAGWUBiVbvz0qbtrQRyBiuCOh7jUVajlmU4yQak2um3BBH2UmZtvgZIflsAkYB8KTa6UbNkGo9pm6ncUm0yt1OCPGorF6mofyXJA2ww8DVZ4tkSS2hLc3OsnsopwDtvUhI6lSYyD5VXuIL9uSOIpiPmDdod+Ujurt0mKsiaJZmlB2WPTriY2FuJOUNyAYHcKiOMZEe1tl7bEwlBESn54/2VGWevskAQQlwowD0yKiNX1B7+ZHkhSMpsCPnY8M114NHJZtz4ohk1EXjpdlq1g2V1qGlBVTtuw+UcAkEdwx5b1dFVVhRUVeUKMBBgfCs1s3YTWcRA7IktnON8bj6PprQEnSKFCZFWPlGCTjauPW43FQin6ltPJO2QXFjFr/TfWJ3itRzb83Kwf3+6p+3mhEEYCHk5RynOcioDiKa0k1LTrgD1r50bRR4Ygdc1KqXTlIR0DDOOoqeSN4YJ/X9S2P55EpA8UjACQKfyhinI5QccwYjzqKhbmb2lB91OowC2FJHka4ZwovRJouem9GayWUAyRhx+UAcUSEEKCRnyO9O4Tn8LlNcrbT4NQhDaNGw7C4li8g3MPoNTsK3OB2iQzbDqCjfqpmsYfBlRZFB6jqKmLWIYXspHC46HeunDkfmSnE5CIYYmSZJ4gxzl8sPpFGZe0CmyaGXfflkKkU7EUgGVw/uP6KQkt42OXgUN4gYNVlOwRTQrI86HDhSmNu0HMfqokN5AzsjRgSIMkRybgeODREWVDiG5kX8mQcwrnyyOXNnBMx2LRHlJ94NIpJDNNizSWc65MqjO/tgqD8RtUbPat2R5UWUZOHQgkUo09tErApPZtvs0Xs/VtimVpA8kTdncWzvnKPCCuPHIBpt1g20Nwt1CgkZ2jUEjHtZPuB2p56zdJFz8ySxjrzJv8cUsJbmC1PaXDHBJJeEsoHv22pvBfWzwmdooHiB5Wlt5OQg+YOK1maBFeWzzFHhRnHXsWz+o0qY7N5eftHil8X2P1/rorLZTgFbp4c7jtVxn/OHX6ac+rXDRHlZZk7mjYH6jsaZMVpCJssDKGKRD3Yxn7RTCSwzcEta5i/yfzvpH6qWmjeN2ZwIh3JHEY/rBxS4Z2QGGcv4iRQT9IrP8DKzUNL9D9vpoJt7uHtG3aRoSWbzJJyakx6O5v8AGUePAQn9daLQr673fH6Hje8T9TP19H8q/N1CP+aP666eAbg/9Ix/zR/XV/oVvd8fobx5+pQP2Az92oR/zR/XXP2ATE5OoRn/AMI/rrQKFb3fH6G94yepQ04ElX/n8f8ANH9dLDgmQdL1AP4M/rq7UK3u+P0N7xP1KOeCJzkevxgeAiP66SbgS4IwNRjA8OyP66vtCs9Njfkb3jJ6mf8A7AJvwtQjJ84j+ug3AE566jHn+BP660ChSvSYn5B95yepQBwDKo2v4+bxMR/XXf2BTgHl1CMHxMR/XV+oVvc8Xob3nJ6meH0f3Jz/AGyjz/An9dci9HkynmbUY2fuzEcD660ShRWlxLpG95yepQP2ATZz98Y8/wAEf10f9gk2MC/j/mj+ur5Qo+7Y/Q3vGT1M7m9HtxIMffOMZ/yJ/XRIfRxLG3MdRjJ7vkTt9daPQre7Y/Q3vGT1M/8A2ATf4xj/AJo/rrkno/mcbajH8YT+utBoVvd8foD3jJ6mdf2O5wuBqUee89if10F9HUwOTqUZ/wDBP660WhR93x+hveJ+pnbejydif7Yx/wAyf10RPRxMrZ++UX8yf11o9Ct7vj9De8ZPUzmT0dTuoUalGADk/In9dJf2NZ+bJ1OPHh2J/XWl0K3u+P0N48/Uzn+x1NykDUo/5k/rpOT0bXDIAuqRg5z+4E/prSqFbwIehvHn6mYyejGdyCdUj2H+BP66S/sW3HPn76xY/gD+utToVvAh6G94n6mVn0WXGcrq0Q/8A/1qKPRXcjONWh/mD/WrVqFbwIehvHn6mWJ6LrtVC/feEgeMB/rUk/oouGfmGrQjf/AH+tWsUK3gQ9DePP1Mkb0TXJXH33hyDsfVz/WpaD0V3EUkbHVoTyMG/cD3HP41arQreBD0N48/UFChQqxEqXpP4Tk404YOkw3aWjmeOXtHjLj2c7YBHjWSD7ni8/C4itz/AOUb+tXoihWCpNHnk/c9Xn/aK3/0Rv61c/4PN5n/AJRW/wDojf1q9D0KFDb5HnpfuersdeIbf/RG/rVb/R/6KZuFbq7mk1WK57dFQBYCnLg5/GNatQrJUBzb4Zg2s+ge81LV7u+fiCAdvIz8ptWOMnp86u2PoHurYYbXoGHgLVh/6q3ihRXDszk2qZlOn+iY2uC2pROR/kSP01NW/AHZkc16hXwEZH6avlCn3yJ7UVePhXs0CrcIAPBP9tcuOFTNbSQm5Xlf8g/rq00KDk2FJIyfUvRnrMsa+pa1YJPgq801mzlhnYcocDpik19G2v8AY4Op6KJuXHarZSqf/wAla5QpQmE3Hoc4onkZl4tsbbm/wOnHm/lM5NQN19zdqF3P211xWk8n40ts7H+nXpShWCm0eaI/uaLxLgSDia3AAOws2/r1bfR16FbnhLXZ9Ql1uG6WSHsuRbYoQc9c8xraqFCkM5yao878Rfc83ura9qGopxHbxC6maUIbRjyg92eamMf3Nd6pyeJbY/8Ak2/r16WoUNiYVlkjzvbfc83sS8rcR27DytGH/rpVvufrxn5v2Qwf6I39avQdCh4cQ+PP1PP6+gG7UADiC3/0Vv61Kx+ga7Qn+39v/orf1q3uhQ8KIfHn6mFr6DLxf+n4M/xZv61Kr6Erwf8ATsBH8WP9atvoUPBh6B95yeph59CF3v8A29g3/wC7H+tSbeg27JB+/wBBt/3U/wBat0oUfCivIHvGT1MNHoOugAPv7B1/6sf61cPoNuioH39g2/7sf61bnQo+HEzzzfmYP/YJu+YH7/wf6K39anH9hC7zn7+wf6Mf61bhQrbEBZprzMXt/QzdwlSNchyP+7H+tVhsvR5eWyrnVYSQMbQEf+qtHoUrwwfaCtRkXmUSTgi6dOX75R/zR/XVT1/0M3WqXkNymuRQyR7Z9XJyP5VbPQoxxQi7SM882qbMf0b0R3+m6va3o1yB+xkD8otiM46j51cuvQ9PLezzR6xEqPIzhTbk4BOcfOrYaFUXHRNyb7KJwNwJNwzqjXcl/HcAxNHyrEV6kHOcnwq90KFFtvsUFUjjPgmbiHV0vI75IFWJY+Roy3Qk5zkeNXehSSipqmNCbg7iZlF6M7iPGNUi/mT+unP9j65x++UWf4E/rrRKFRelxPyL+95fUzk+ju4Jz98ovjCf61dX0eXI6alB/MH9daLQpHocL8v1GWuzLz+yM+XgG7XpqkYHgIT+ujDgK6/C1VSP4I/rq/0KK0WFdIPv+f8Am/QoQ4ClxhtRX+bP66C8AMM/tyHf/JH9dX2hWeiwvtfqb3/Ov4v0KCeAJTn+2EePDsj+ukZPR1IxP9sUAI6dmf11olCg9Dgfcf1D+0M/832Rls/opMvztRjz49if10xk9DsjnP32hB/gD/WrYKFI/Zunfcfuwr2jqF/F9kY6voclH/S8J99uf61H/sOsy4fVYveID+utfoUv7L038v3f+TftLUfzfZGRL6G0Uj+2SH3xH9dOY/RLGm4vLfPj2BP6a1ShW/Zem/l+7/yD9oZ/X7IzVfRmVxi9gHuhI/TSo9HMnfqEXwhP660WhW/Zem/l+7/yb9o6j+b7Iz7+x6//AF+M++I/ro39j+T/AK9F/Mn9dX+hRXszTL+H7s37Qz/zfZFBPAEndfR/GI/rpJvR7MTtfwj3Qn9daHQor2dp1/D92D37P6/ZGdf2N2PztRU+6LH6a5/Y3Of7tiP50RP6a0ahTfs/B6fdg99zepnTejqUjA1GMf8Agn9dEb0bTMBnU0GOmIT+utIoUP2fp/5fuwe+5vUzFvRlcMf30hx/AEn+lStl6NZLebtH1JW8hEQPtrSaFNDQ4ISUox5/MEtZlkqbKjccH9pCqJcohAxnsyf01DT+jiaTpqUYH8Ef11o9CuuXxqmRhklD5TK5PRZcMdtUh+MB/rUk/opvD83WYV/8uf61azQqL0+N+RX3rJ6mPv6ILl851mLP8XP9akH9DN03/TUH+jH+tWz0K3gQ9BfeMnqYm3oUuiP38h/0c/1qK3oPmZSG1mA/+WP9atuoU3hR9APNN+Z53uPueLuRyU4igVSenqjf1q1n0W8IScE8LDSJrxLxhPJN2qxlB7WNsEnwq30KMccYu0CWWUlTYKFChTkzAV9Ad6b2e4k4jhftHZwptDhcknHzvOhd/c/z3CFTr8I7wfVTsf5Vb9QrjegwN7tvP4sv7xkqrMCtPQJewx8knEUDr3ftRh/66VPoHuiCPv8Awf6Kf61bxQpX7O07d7fuwrVZF5mBn0CXndxDB/oh/rUY+gW6K4biCHPiLU/1q3qhW/Z2n/l+7N71l9Tz/c/c/XMyj/jDCGHf6of61Ij7nm67+IoM/wAUb+vXoahTLQYEqS+7N71l9Tz4n3PVwjAjiGH/AEQ/1qMfufrvnLDiKAZ7vVD/AF69A0K3uGD0+7D73l9Tz433Pt2dxxFAD/FD/XpJ/ud7tjn9kcGf4o39evRFCitDgXl+oPesvqecn+5zu26cSW48xZt/XqK1X7l6+vnQ/srgVR1U2TEH/Xr1FQqkNNjg7ihZ55zVSZ5bs/uW762RlHFduQTnHqLbf69cuvuWbu468UWo8/UWz/Tr1LQp/Cje7zE3yqjy5Z/cu39tNE44uhIQ5/uE5Hu9una/cyXEkhN3xPHKvgLVh9fPXpihQlhhLtA3s8vt9y5cx3omtOKIUQfgPZs2D5Hn6VO2H3P17awBG4likOckm0b6vbr0HQpMmlxZFU1Y8M88buLMDHoBm79ehz4i2I/9VOIfQVcoN+II299qf61bpQqL9m6d9x+7K++5vX9DEovQldxD2dei9xtiR/SpYehi479Zgz5Wx/rVs9Cpv2TpH/D93/kPvub1/Qx2P0OXCEFdajBHhbn+tUlF6MLhBvq0R/8AAP8AWrUKFGPsrSx6j93/AJA9Zmfb/QzdPRxOv/ScR98B/XXW9HEjDB1GP+ZP660ehR/Zem/l+7AtXlXmZifRlPk8urRj/wAA/rop9GE5O+qxfzBH/qrUKFD9k6X+X7v/ACH3zN6/ZGZp6NJ1XlOpxMvnCf61Nbn0QwTtzm8iWT8dISp+kGtWoVv2Vpf5fu/8m98zepkP9iTUIsC34hUp+JNbc4/pU4i9E57MiS+tQzdRHbkKfgWrVqFH9l6b+X7s3vmb1MqHoolU/J6wiL4C2G/10zg9EN4pkM2sWpJHstFatGyn3ht62GhR/Zmm/l+7B73l9TKYvRhqcaAHXoZPyZbUsMe/mzRn9E6zKDLewLJ3mOFh/wCqtUoUf2bp/wCX7sHvWX1BQrymnGXEUikpr+oEDb93IpAcacSi7t/7fakVL4I7c716DjRyqVnrOhXlqXjDiISMBrmodf8ADmi/sx4j/wAeaj/PGhQbPU9CvLI4w4i/x5qH88aUXi/iI/8ATeofzxrUaz1FQry+OLuIf8d6h/PGjrxbxCf+mtQ/njWo1np2hXmccWcQf45v/wCeNKJxVr566zf/AM8a1Gs9KUK84rxTrp/6Yvv540deKNd/xvffzprUaz0XQrzwOJ9c/wAbXv8AOmlE4m1v/G17/OmtRrPQdCsAXiTW/wDGt7/OmlV4j1n/ABrefzprUazeqFYWnEOs/wCNLz+dNKLxBrBGfvnefzhrUazcKFYfZ8UapdGYLf3g7JuXm7Q4Y06Guasf+kbv+cNYyZs1CsPu+J9UiYRx6hdyTnoiyGk4tS19257nWb1c/gRynatRrN0oVi41vVUXfU7sAd5lNEPEl+Our3PwkJoVYbNroViy8TXx/wClLo/55pVOI70/9K3Pxc0aYLRslCslh1q/kPs6pOf/ABacrqOqd9/c/wAs0A0ajQrL31HUipBv7oZ8JCKZSXutK3NBqt22PwXkNZUzPg12hWPpxFqSv2dzeXUT+POcGnX331Puv7nH8Iaz4AnZq1CsnOs6mP8An9z/ADhprfarq7xZh1K7V13AEhGawWbFQrF017WmjXmv7lWxuTIaJ9/NXX/pO8J/hTRoFm10Kw6TiDWN8anefCU0zPEWt+swj763vKZFBHancZFAJvtChQrGBQrNPug9V1DRvR611pN7cWVz63CvawOUbBJyMjurzQPSDxh/2m1f/SWrmzamOKW1o6MWneRWme4qFeHW9IXF6qWPE2rAAZP7Zaq5p/pK44urie4PFetCHmIRfWmxQhqozTddBlpnFpX2fQWhXhCP0icZnrxRrH+lNTyHj/jEgZ4m1c/+ZaketivIdaOT8z3HQrxVDx3xc3XiTVv9JankfHHFeN+ItVP/AJg0n7Rh6MZaCb8z2TQrx4vG3FX/AGh1T/SDSg414p/7Qap/pBoftKHoxv2fP1PX9CvIP7NOKf8AtBqn+kGuHjXin/tBqf8APmh+0oejN+zp+p6/oV4+PG3FI/8AmHVP9INEPG3FWduItU/0g0f2jD0Zv2fP1R7EoV44bjfisf8AzFqv+kGmz8fcUdpLEeJdT5khaZlN0VIQdSMn7N6aOvjJ0osWWhlFW5I9oUK8SQce8Yx4mtuJ9UuYn9rkluG3HkalLL0j8Q3LBG4g1SKb8R5yM+499F66K6TYq0cn5nsehXkWXjDieVcDiLVUPcVuDTJuNeMbR+Z9f1ORPHt2I/2UI+0IS8hnoZrzPY9CvJmn8f6/KRza7qGfxTOad3/E3EGo2rRwcR6rby9zxXJBB/TQ/aEE6cWb3GVWmj1RQrwje616S4NS7BeL9aaI79p642MfTtU/pvFXFNiqtd8Xa3dSj8E3Tcv+2ry1eNK07Ix0026fB7PoV4g4g9KPFA06T1TiHVI5Gbl5hcEFag9L409IF4hmbizXBGNgou23PWtHUxcdz4C9NJOk7PfdCvElnxJx3cW0L3PFuswNKeYqLps8o6EeGd6moeMuJrePlbiTVmx+FJcsSalPX448dlY6DI/Oj2DQrx1Lx9xPzcsWv6q5/h2xRF4y4vfd+I9UQeAnND9oQ9A/s+fqeyKFeN5uOeJbVczcT6mg8XuTUPc+lfiRZDHb69qznOOZrgqM+7rTR1ql1Fiy0Tj3JHuChXjxdb9IV3wrJqFzrmtW8cE3aCaKcqGiIwc+IBwc+ZrTfRJxbMeDtRuNT1bU9Q1CHmcJPMXZVA2YnuFL+0MYXoMiN2oV5R0X0j8SK+pXUl7fzQTTNFGZZ25IiUcjl92BVN1f0l66qWT6PxNxNJeTQ4mS5mKxq52ygHUDfejDXRn/AAs09DKPme4KFeFo/SBxkqKp4o1gkDBJum3rh9IXGX/afWP9Jaj77H0B7jL1PdVCvMv3OXFfEOt8fz22sa1qF9bCwkcRTzF1DB0AOD37mvTVdOLIskdyObLjeOW1goUKyL0q6zqmn8Txw2GoXVvCbZGKRyFRnLb07dEzXaFedV4n13G+r3386aMOJtd/xvffzpobg0eiKFeehxNrn+N77+dNG/ZLrn+Nr3+dNHcaj0HQrz6OJdc/xte/zpo44j1v/G17/OmhuBRv9CsCHEetf41vf500YcR61/jW9/nTW3Bo3uhWDDiLWv8AGl5/OmjDiLWf8aXn86aNmo3ehWE/si1n/Gl5/OmujiHWT/0pefzprWajdaFYYOIdY/xpefzhro4h1j/Gd5/OGtZqNyoVh/7IdY/xnd/zhow4g1f/ABnd/wA4a241G3UKxH7/AOr/AOM7v+cNG+/+rf4yu/5w1rNRtlCsUGvat/jK7/nDRxr2rH/pK7/nDWsBtFCsZGu6r/jK7/nDRhruq5/fG6/nDWsxslCsc+/mqf4xuv5w0Pv5qv8AjC6/nDRMbHQrHDruqf4xuv5w0U67qv8AjG6/nDQsxstCsZOu6t/jG7/nDXY9Z1mQ4TULsjx7Q0TGy0KySPVNUU+3qd2zeAkOK7Lruox7yajcKT3B8n6KNAs1qhWOtr2sSjlivLmNfxjIS1KQ6lqyj29Su/jKayVmbNeoVkx1vUIx7Wo3PvMhpvJxFqXRL25PmXNGgbjYaFYwdd1YnJ1K6/nDXV1vWH+bqN3/ADhpQ2bNQrHF1fVvwtTu/cJDWicETz3OhiS6lklk7RhzO2TjajQFK3RP0KFCgMChXifUfSJxgl/dLHxLqgUSuqgTbABiBScfpE4yB9ribVCPOepeKi/gP1PblCvEcPpH40duUcR6oSDj92pduPuNAN+JdUH/AI1Z5UgeBJntWhXij+yHxnGfa4k1Qjzmp3F6R+K5AVfiHUx7pt6DzJeQy08n5nsyhmvF1xx5xlGOZOJtVaM94m6U3/sh8Y/9ptV/nqtGpK0znlcXTR7ZzQzXiX+yJxj/ANptU/nqXg4641lKkcS6oEz1M9abUFcmaKcnSPadDNeOv2dcXMzqeItTBXuEx6eNM5eOeM0lCpxNqu/Xmm6VzQ1eOTo6Z6XJDns9o0K8Wnj/AIyU78SapjpnttjRx6QOLz/8yap/PUXqEvIC07fmez6FeMf7IHF+P+Umqfz1JH0g8Y/9pNU/nqX3qPob3aXqe06FeK09InGKtvxHqZHnNT2L0icUsuf2Ral8Zqz1UV5G93fqex6FePl9IHFR/wDmHUT/AOLSg4+4pP8A8waj/O1lqovyN7u/U9e0K8irx5xT/j/UT/4tLLx5xPjfXtQz/C08c6fkZ6drzPWlCvJy8d8T5317UP52lP2b8TY/f7UP52mWW+kDwH6nq2hXk88b8T/4/wBQ/na5+zfig/8AT+o/ztK86XkMtM35nrGhXlAcbcT/AOP9Rz/C0oOM+KD/ANPah/O1OWrUfIPukvU9V0K8srxjxP367qH87R14x4mP/TmofztT9/j6Mb3OXqeo6FeYBxfxLj9/NQz/AAtA8X8S/wCPNQ/na37Qh6M3ucvU9P0K8w/sv4l/x5f/AM7Xf2X8Sf47v/52svaEH5M3ucvU9O0K8xfsw4k/x3f/AM7XP2YcSH/py/8A52t+0IejN7nL1PT1CvL54w4lx+/l/wDztFbjHibu1zUP52t+0IejN7nL1KiD+1yqjLB+Y+W3Wkgrlo3yByuDvSjpnONj40ubiExF3QRvGMEd2PLxr0oJNcs8+TafCFblvl2x0zROaiz4D7dMCk+beksccKaUDU3VvOlVNazULKc0qp3puDSoNY1C6kmlkO1N0NKqaNmocoaWU01U99LI1azUOFNLJTZDvSyHNazUOUpZRTdDTmPqKFhF4xXL1uwsppO9VJFKRii6onNp8w8gfroWGhfTLb1awgjPzuXmY+LHc0a9lNvBlBmVjyoPEmnzAc23TApuIhJqlvzdER5APPp+mtZqOWVitqhJPPO27ue8+FEvJ2jdYYE7S4fovco8TUnikNJt/kGuHHys7FifBc4ArWahnFpRkw95K0rn8EHCinaWlrAAOSNPzqXuo5ZZY7aA8jMCzvj5q+XnS9to9uhBZDI3e0hyTW3fU230EoxbdOaH6qdxW8EnQRN7sGnsOmwnbsY8fminI0i3b+8gH8naltBpkc2lWz9YQD4rtXBpckW9tcOv5L7ipiPTJox8hMcD8F9xSyBo8LcxGM/jDdTW3PyYaRX2eaHa7hIH+ETcUssauoaMhlPeKsBtlK9Mg/QajrjTDG5lsj2b96H5rVtxqIye1SZOWRAw+yoto306QK5L2rHAb8U1Yo3WYMCpSRdmQ9RSVxEkkbI65RhgiipVwBq+SMdNsjpTaRaUgJgme0lOSoyjfjLQlIzW6NVjC6cRcvOcc5wPfSMg8aPq3tWsfiJVxSMp670yYolL5U0G91B/CL9opeQ7dabIw9ag/hF+0VjHpChQoVjGUfdM/wDwyb+Owfaa8nCvWX3S4J9Gb4/65B9pryYOteVrV+8PS0j+AjeIbgw6eyJ+6TERr8aRjgFtFHbr/e1w3m3fXLl1n1ku28FknNjxc9P/AH5UI5AxyTknrSpbYKP5jJ3Jy/IdwDcVIwLvTGAbgipKEVy5GdER9agbU+RfKmduQANqfRncVB9F4i0a+FLKmc0lGeu1RvEFpeTRxy2N3JA0Z9pVbHNkgCljHdLbdDuW1XVk12fhSbJiu2CzpaRLeOHuAuHYd5pdiDU3w6HpNDN1xSZApw+M+VN3OOhp0xaEnGPOmd3aQXOBcwxy46c65xTxjTK8uUhjLyMEUd5NUi35COvMSkCxqFUAAbADuFRWo3cMSES7t3AdaY32tGXmFuRHH3yN+ioOe/5SfVwWkP8AfX6/Ad1duHSyb3SOTLmiuizWfEtzY8nrA54ScBHOGx4j/bVw0vWLPUIg1vIC2N422YfCspsdHvtTl5gjEHcu9Wiy0Sy08I1xK0synIVSRg++m1GLCvPn6AxTyPy4LfcQ27nmQ8jd4XpTSfUvV9g5JHcDvUTPeyzZC+wvl1pGNST4++uO35lW/QlH1G5u8B35VHcK6nXNIW8Z2zTrkPdRTFZVNRGYmypYB8kAZ2rWeEuBbfX7qKLSpZoJpi8ssQIdY0X2QR5nz7qoGhT29tqpkvLD74Qe0slrz8naKdiM91WvgHVrnRYo9XtFPZwN2dzB2pUjmDcq58+h8hVpP4aNFU20L3Wl3kvEM+n2kLzTQv2YWNc+yvQ+7FMDYFZnFwH7UH2kbYr76uPoz4hl0Tje5u9YtxHHeK7LLOhAUfOznw91N7HVtOufSAmpajbJJD60X5UyBzHYDHfXI7iuzqUrb4Kjd3VtYcyuNweXA2APmTXTYazd6OdTS3kh03n5e3Rcj6T9tOfT7JHqHG7XNjZQi2SNY1ZXLKcfhbbVar/jlLv0KWOlabbRi6UiBoRGcuindx4AkVbYlG0+Sbk26ogPRxwUeL9c9VBMaxL2jzN7TEZ6b99RXFegRaHxLeWEaxTmF+UzEDLe/wB1SvAevXnD+prqFpEgkWNi8Ltylxj5u1MeJZrSW+nunkee4nkZ5FGyqSemepqTk132UUHf0NQ1viyC/wCA9G07SLe37S4xbyW+5Yry7lh1C4yazO3t7nSbEytcx4ug5ZI2OQiowAf491VrWNYnsVt5dOLmQ8qlEyOUBcdaZM97dSvJdSs8L7iKQkhTTrG2t0nSApRj8KVjzXeJoNWjtrPThcQ20cKK8KDkJYdceGfGmQVmKPKBzIgjRR0RB0Ufp8aVCKpLAe23zm7zXGORTbkltguBabdy7CGN2jMgT2AcE5FIsNulM771xrlY4CkcbHHORk9PCnGWVAHbmYDc460+2knYm5N0bD9y3/8AEm4//t0v9NK9ZV5K+5ZOfSTc/wD9ul/px161r1dJ/wAZ5Wr/AOQFYr6YhniyL+Kp/SatqrFvTB/yri/iqf0mrol0c0eyjgUdRRRSgFINR0UcCuClFFYKRwCjjrQAo6isjNHAKPQx4UQsfdiiKKDfoDRseRpMSAYwpJ/KNGWYA/MOPzqwAwoy13tY2/CKn8sfprrDl7/0j6azYyB310UVTmjVrDSDCujrRaNQsG30DV2i5rorWbaw4owOKJmu5rWbaKg13NJA+dG5qNgaoUBrufOkw1HRWc+yM0bACjRozn2QTS8cC59r2j4ClWlRPZG5H4K0yAFit0BHN7Z8O6lHkSMYJ37kXc0QCWXqeRfBf10rHCkY3wKJhuWml2Qdkvl1NHjtVTc9fE9aO9wi7IM+6m0srvsTgeArWBocSSxxbDc+AptJcu/T2R9dFEbN0G3nSq242zk+7ajbBXqNhlj3k+PWlFgY/O9kU7VAo2wB5Uhc3ttarmWVF95rfiC/QMkCjuyfE0oVUD2jVbvuKoY8i3QufxjsKrmocR3dwSDKVXwTb66zkkba2Xu81K1tF+UlRcd2a0j0YXseocMCaHPJ28i7jwxXmGe8d2JLbnvJya9DegVy/ASknJ9al+0Uu+x9m3k0WhQoUTHz/wBQQG/vWB5QLiQeXzzSatzLysN/GpDUYIpNQvR7UbNM+R3fONRrwTW68vOHUn2cDf3VwqSfZ6bhQ7tWijbrynzo8kpklCqRimtshuQQuUkHcfGhJG9tLySDqM5U0HTYVFrokjGpGHINJy2qrICuwOx3pvEw5sg7jxpd5gylTke+kaa6GE4maKWSMty5GRtRuaM/uqBj4rtTKTneTKb46mjsCyjPXG+aZNqmmLKKkuUPLe3hkV3PPgEKBnvp7HbRlFwGXl7ic4qP0uePDQSE+0c5NOLvtIpo5F7QxgfPQ5+kVz6jJOUtjZXT4oRW5Lk7PMOcRzM8UgO0q/ppCGWa4kcAqSnsllGQaczXtoFZ5nT2sDB3qDGrokrm2iIBOMAjDDx8qlCDlHhcnQ5xi+Sat+aK6zykEjDxk93iKcSW6TNmLEbfinoTUNFqkbuO154yPmsRnHxqTiu45o4zJCZIhnmdNwvnSy3wdmlGGRCckbIxVwVYdxpIrUz6vzukDhnRvmSg528aitRU2UpSXu3BHeKvjksq47RxZV4T+LobstJPzKcqcUaOSU3LK6KIiMo3fR5V26URU7XB2GcNsThqeRSKQN81DTDG/hRY7soeVutVikhWywiQiuG9jQ4c4NQ3rp8aK97AR8oy58zVN1fKYsSzoyhkbIO9KpLtVVGqwIcLJnyApQauWX2I5GHj0orJ6oFosxnAPdXVnB76qMupzgZWHHvajreXjkYKIPdmpyk3yUUkXKF+Y9afwrmqdp9zcpcgvKzoBkqRtirlYuHAI3Brkyz2loq1Y6SLPdUroOjTatqUNpbqDJIcDOwFIwREgbVJ2ZkgPNExRvEVFTTfIWnXAnrmivpN/LazFS8ZwSpyKi2i8ql5leRizksTuSaRMPlQk03wZX5kb2e1caM1I9jtRDER3Vg2MOz8qHZb0+MWKKUxWNYxZPKiGPyp+YvKidmxzzAAd1FL1NZXnGGI8DTO7GY291Op5Bz5G2abS+2pANfR0zwrHMzZ7M+KA/VRBR1EbxRAyhHVQpDDb6acR2sfqkhftXnzmMx4ZCPPvpaY1iCmlENI7g4YEHzo6mlMOVNKqd6bqaVTrW3BocLSqmkENLKa241CyHalEO9JLilkArbjULrSqUiopeMVtwaFkp1EaboppeMYNbcah7FThkEkbI3RgQaaRHFO4m23rWEdWhLWsXN89B2b+8f7KWRQtzDKegyjeQP+3FIwEJIWPzHGHH2GnwjA2OCD39xFAwcRYYg91L2Nvy2iJ3x5U/aKND7ahT88DY+IpeBuR/EHYitYUGgth6wHx1XlJ+upCG2OcY3oQIDgrupqUtguAD1pQicNvjupykQFLLgd1A4HvrGs4FCiuOoIII28DVF07Wtbv+IZNMkWS3u7eYNOCV7EQ9fZxuSRjrV7JFFqgdjRoWhy0O6dTH+qiMUdMqcg04kcDvqLuZRFLlfmyDcedA3Q11OL/nEP7tHuR+MveKZSzh0DIdiMinMtxluu1QKS8sIUeJx7s0UZ8HNRObm0cdQWB92KbyvRLqYGYb/MXl+PfTV5wo523HcPE0y6AC9bLwx/i/KN9gprJJSUsxZmZjlm3Jps8madIRsUlkptG+byD+EX7RRZH86Qif8AbcH8In9IU6iI2eoaFChSDmT/AHTX/wAMm/jsH2mvI93cLa28kzfgDPvr1x901/8ADJv47B9pryHf2gu4lVn5VVgzA9GA7jXn6lJ5Fu6O7Tt+HwVq4uzawJEw5pZj28u+4z0H0fbXbe/iJ3yp86VvdB1CaeWZOymLHOEb9BqLm0+8tz8tbSp71NWUcc13yT3Ti+uCyW9zzBTDKuQQcHcHyNTEF20ksryRxRBnJWOInlQeG+9UBJWQjIORT+21CWPGHYeR3qGXStqkXhm5NChmU9DvTyOQdOYfTVGtdZcY5gre7apO21qFsB+ZD13rilp5x7R0xzL1Lgr5xg0W8c+qsPyl/pCoq11GORRyOGHjnNL3V0vqrZP4S/0hUVj+JFnk4JsyDPXeiNIMdaj472KVyqv7e5KkEEYON6UaQBck7VJ42nyMsiFZJMmm8kygHJFRepavFbjGd/AdTVV1LVprjKc3In4q9fiavi00p8iTzqJYtT16CAFYT2svl0FVO8vZ72Tnmcue4dw9wrtnZXOoSiO3jZ2PcOnxq1adw1a2oD6jJ2sg37JOg95rs/dadfU5255fwKpY6XdajIBCjMPHGwqzWPD9pp4D3jCaYfgDoKm5Z+WPsreNYYhsFQYpkyZ67mufJqpz4XCHjijH6hZrt2Ts4gIoxthaZ43p0yeVECb1BMdsKi07gizjaiRJvsKfwJjFFcgF7eLYd9OhEDj31yAYxTpBnAAyfKqJCPsorSPDeO8bFWVzg/GnumSwKZzJPcQB2WRY1OY+cdSR3jBPupnexNHfTrIjI3OdmGD1oqr0pm6XAyJ+PWr6W/MJDSWxyS3N7IGCMKPjT/UOI209XMagI8nsjkBIGfGqqNulKK7D8I/TUnGPoOpyROzakGkXsHZolG23fkn9NJ3+uyTh1eOYOoC9oVIUL76jYJpEIKMQR51Y9PvoLuMwXWFBGCuMhqR7V5FIybXZWBrKRTE2so7flONsiuWGZ0kmkuWkkdizjGME91KcT8NJb891phZoepU/OX/Z51EadK0r4RuS6XYqeknl766VCMoXAk5tSqROkKu4G/jSTtSCXKyLnow6qeoNEeQHvrn2u+Su5VwKlqTZ9qbyS03kkqscYjmHuZflId9g/wCiiSTgd4pldS+1Fk/hfopvLOq55mA+NdMcVpEnM3P7lKXn9J1yP/6bL/Tjr17XjP7kS4WX0p3SA5P3smP+vHXsyvRwR2xo8zUS3TsFYv6YP+VcX8VT+k1bRWM+l4Z4qi/iqf0mqkuiUeykL1o4oBaOoqY51RSgFAClAKxjgFGAroFH5aJgoFJSKVOcbU5C0Cme6sYZMA+DkgeVczJkLEocd/NTtoQelEEDrup6VgVYlER7QkQq2dhnNKIWUHGeXvU0YRsc5G5pUIcYxWCJp88ila6sZGT3mjYNAIWu0CMUKFhBmu5oma4xxWswpzUObzps0mKS7RmOFHMaydgfA+Djxo8eXOFGaZIuN5G2HXuH00dNRjX2Ih2p8tlFOoiORKRQjq3te7pSpmRfZX2j+KvT6aYxtLOAZGwvgNhS6SRRDGxPlRQvY4Akl+ceVfAUsixxD2iBTFrp2+b7IooJbckk1twCQe6HSMfGm7Ozn2jmiL84UbvrXZjtHgAaYKemCaJSlt/dK+40yMLyvHbxGSU4VepPdUFfcT2sRxDmUjw6VJ68ObSrgEdVrN7gchyvStKVBUdxK6jxFdTbI/ZL4J1+moGe6kkPM7EnxJyaI5LuEUgMemTig9qEXmuJlRfLYfSak22USSG0k2epz50kBJKcRoze4UeS+0+3PsKZmHgM/WdqZ3GtzPtDGiDuz7R+jpQtLzGUJPyHa2MrfPdV8QPaNejfQOiR8BqqPzj1qXfI8R4V5XnmurjaWV2HgTgfRXpz7nNOT0cqNv7sm6e8U0Gm+BZxaXJqFChQqpI8E6pK665eQiPn+VkOfD2zSN8VKx8obkBGffipDV7VrXWb256hHkJztkcxNMLS5S4jLx8wycjxrzG12j2MdT7fIW35WcFsZPd30vOycwKhg6jqd80YRq/M0hBbBIOMYpK2lDpzxndhsHpKvlFbp0LKY7leV4wSPw4+ophdOsczpzCVBjBPUUW2v5ItU5MANyYbwbenpCh2Z48hm3I7hR3OLMoxmhrDKiqevuoszcykjbI76dQ+r3FxJDGnKQueboeuKb3sEtreRQSEAMuebx99Mp2+RXDjhjKaKYQqYDh1OevWrDYyObEG5Uxry4Jzn41HxdiFPbkJvgEb5pxBAUiCW9zIyDJwTkCpZ5KSSDhg4tlMvO0XU3gkkyObHMO8dxqYjs4goBUqcbZ76R1a3CatIzKoYYI5fdUikzoEXsxIpG+Kpkm2ltBp8STk5kXcxzW8imNS47xUtoFzJZXayhCEb58R+awNOraFJLhQRsV6HupxqWnlYfkwRjpUZZVJbZHWtO1co9F10/TZUNrFBEglkVnXDZjdevwI2qB41hViEkjeG6jTmMRGcjO+D3in/C2s308FtiWHFuWhQMuMjl3zjvqU4lS6ew1CO4t4JpY4A0Ui5JCk5JANckW8OSxMuJZYUzO7WBS/bSse2xspzsD305nTalJVmikiiKMyDALjYjbv+mnfqcr24cIGU5wfHzrq3UeTjW34UQE64FRtwvU1M3SYJyKjLhdq6IuykiJWPmYkkn3mlEhUSAEDcUIgd/ZPU0sAxcezviqskhaKJR0Ap3AgMdN1WTHcKcWqN2e749wpH1yUQJkyvTG4p1GgxSckR7PJZjuKdwWsbbMD9NI2MP8AQbYXFzcDclYScfGp7RQY5uwkJHePdSvo90+Oe91FI1Af1b2T55FLa7aSWscNygKlTnp9Irlyq2Xxy8i22VopiBzT2OGNT7VVLTtacxrh9iKmIL15t87Vz7eRmWHU3sZLa3S1tmikjXEjl8858cd1RDgU+t5rAabL27TG9JHZ8vzQPOmTDbOdqrK27YiaXAiRRCtKgZ2FG5ABkmttM5Dfk3opSnQTPdQ5KZLgFjFiuQO81zk8qe9ic7L9VDsGz0rAsy6e+Zj7KgAfGkvXH/FFMlejhvGvqdqPnk2O/XmH4H10dNR5TnlZT4g0xJHjXMjxpXBDKbLBZ6g8wOGLBe5xmnPbxf3yNR5qcVCaa2O0weuKcSfKzxxdQTlvcK5Z/DKjph8UbJoLH+M6fnLSixMfmkMPyTTFrowozkt5Cn0cisilwgYgEgjGPjSbkPTQqqMOoI99LINqLG5/AZgPIhhSwbPURn/VNBmDKtLIvjRFQEZ9pfrFKpGT81gftpeR+BWNSTsKcKMdaQRWHXIpVQT30NxqF0alkem6hu6jgkdRWTNQ8RqcRvTBDSyPimTNRKwydM0/t5gBysMp4eHuqDilA60uLlV2yc+Ao2CiwKQRmNuYDw6il451Y4k6/jD9NVkXbg5B5B499LC/LHdixHeaxi420pjGUIZfLepGC7Rsb8p8D0qlQ3oGDHMUbz2pyL+Q/PUP5qd/qoGLutzyjfceNAXUZ/DA99UsamE6SSRnwO9G++oJAMsTZ+FE1FoLQR3s0sccYlZFDSKBlh50lLfgeNR88LpBJIduVSdtvrqvyake84/8Wi0Ysct87dObFRt1fBmVVPMRk7VBTaip6lD72LUyudS9nBL48AOUVtoLJm6v8KUU80h227qjJbrk6EF+7HdUU18CSCeRfBe+kHvMHljHLnv6mm2iuRIPIE3kO/4vfTSafmOSaaTsyuQHUj8boD9NIls9WJ9wp0hbHDzedINKT03onU7L9JzQIbHU48hinQrQWRm93vpGB/25Bvn5VOn5wrkzxR5MjqvvOaaRahbLe24DFyZU6D8oU9iUet6FChUSpk/3TIz6Mn/jsH2mvH9uk06yXC3EkStIUiVcEco6kg9d69d/dSSMnoqlEf7o97AifnEkCvJ8PJGEiT9ziUIvw7/pzXnayW12j0NLFOPIIlvAcgwTD8pOU/SKfQz3CYElrKP4KQMPoOKUtitP4lUnfFcDyPzR1qHoyOkGmXG15BECf8NCUP0ikG4X0i7GbfnQnvhlDD6DViKoqEn5oGfGm1tHp+oI0kCxyAHBYLykH6jTRzNcq0F415lVu+CXXe1u1P5MqlDUbNw3q9vuIGkUd8ZDVoXqhj/cLiePy5+YfQaTPrUZzzQSj8pCh+kVaOpn62SeJehmbG5tWxNE6EeKlTRpNTn7LkDvgsux36HNaRJepy8t3bvy+8SD6DvTRYNAu5AcW6PgnvjP6qdZk+XERw8kytQcRyAHnCMfI4+2mV5xHJLMIweyXOGY7/QKstxwRZXQLWdzIjE7bh1+rekdN9HnJeF9SuVkhG4WPq3voxeDtgksvSKzALrVLjs9OhlkY7Z6sfee6rDBwmbBY5dWJJbpGh+01oWn2lvp8IisoEhTyG595qO4oGYrbP4x+yo5NRJqo8IpCCXZDW8ixRdnbxpBH4IMZ95o671yGPJ3G1O0j2G1cffLLfQbFdqTZd6fOmBvSUcElxJyQRvK/cEUk0KNVDF132pMjerbY8FavdgNJGlrH4ynf6BU/FwPp9mivcmS6k6nmPKv0CtwhtjZnlnG0rhY0Z28FGanrTRruTBkURL+V1+irm0Nrp9sGHq9rCPnFsIMe+qxq3HWg2AYLdG5de62QuPi3SqwjKXEVYGor5mO7TRoIzmVmkbzOB9FOdV0mKXSJRCSrYyeVzGQPHbr7qzrVfSbdSwStpdjHCqkAPOedvoG1RtnxTq94PWrvkvCF+ZG2Cm/emR4Z2rpjp8nzMk8uNcI2Cbhq0uLNIJ4FmjVQASfbX3N1qp6rwNcR5fS3Myj+9Ps493cameGuP8ASL/linm9VuMbpLtV5sGW65WjaKRT0YHb6a4cviY38SOuEceRcGA3FvLbytFPG8UqndHGCKTxXoPVtCstUjMWoW0coxsc+0Pc3Ws74i9HN3bO0misbqHGexfaRfd3NQjmT4YJ4GuVyUNKWB2zmiyQyW8zRTxvFIpwUcYI+FHHSmZLokrLUuUBLhjy9Ob9dRut6JFMfWNNbkkG+O4/7KI2alNF5fViW/GI37qaDcXaDL4uGULUtSeKVWlVkukOHHc48aWi1WOSPmBPuxVq4j0W11SIkAJMOjDu/wDfhVKh4b1TJQhI0B6luvnXoweHJC5cNHHLxISpcoNc6jHknkcnGN2wDTGfVZG2UKPrqUXhtEP7bvox4hf9tLxaRpaHCrPcHyz+iqKeGP1Fayy+hV5rmWUjmcnFHhtLu5J7G3mk9yk1ebSxjj5TbadEme+TH+2paOyuZQe0uAg7hGnd7zSy1sY9L/fyMtLKXzMtv3IOk3tn6T7me5h7OM6ZMoywznnj7q9mV5h+5ssBbcfTuZZXc2Eg9ptvnp3V6erq0+XxYbjl1GPwpbUCsc9LY/40xbf82T+k1bHWPeln/lTF/Fk/pNVZdEY9lLVR8aVVK4o2pdF3pChxU8BSqoO/ajop2xS6xk91YwgEB6Ubsx4U5EVGEJ7hWMNgldC06EBxRuxPhWMNOWu8lOuy8qHZ0AjXkoclOez8q6E8qwUNeSucvlTvk8q4Y6VsYZlaIy07aPypJo2OwFKYaOcA03ZyThBk06mgKbyHbwpjNI+OWCP4kYA+FMkK2dKgAtKwC+/A+mm0moL8y1jMh8ei/wC2mtwEVs3cxdvxQf0Ug91IdoEES+J601pE6bHbLJJ7V5Nhfxeg+ilIbpI9reMn8o9KgLrU7W1JNxN2kngDzGmttxNC0pDxMkZPst1+mtvNt9S6xTyuPbb4Cnce4FQulXkF0Mwyq+OoB3FTUZ6UBqQuvWlVpJetLLREYotGri0YU4oBSlt/dK+40SlLb+6U9xprMDV99PlB8Kze8wHOPHpWkav/AHBN7qzm8Hyh9/6aWY8CC1ya5tJ0hhfkBQMSoGc799QzJJK3NK5Y+LHJqe4pBF9Ge4x/pNQtQl2dUF8KCCFe/JoyqB0ArtdzQGaOEV6Z+56GPR4v8bm+0V5mzXpn7no59Hi/xub7RT438RHMqRplChQroOY8I65NOb28jcEiSSULnofaPSoXSpGtAIr2HYbBlqSub62uNYvUKCNUmk5S7H8Y5rs4DR5gihkJ8yM15rrpo9iP8yOzer3EDLBKFY9Cxxiou3hntJRFIe0AG3ZnOaMyz3Epj9RXn7+yfcUe30++tbzmRG5eo5jnFFLZHhmu3YR0jvdSXnV4yqbbcpzmpXkms4mlLrMijPKwwce+kNQhklhDtbMJ+qsBTDUTcyiJUWZEOzgCp059lL2W0OriaVb6K6htXMTRlWAGcGjateRveWMwPs8uHB7vfT7SEkiiA7dmQ9zjFLahGjTKyqjewQc929ImroZx8xszRND+1oecBs8uNxQU8ytNDATIOoxyg03je/guA1tbrJED7S5ANSMl0mB62TC56KxwBUcnD4KQdorU80F1rUhvu0tgAARjJzU3ptlp0t5AIb0Fx7WcjG3jUJdGO51a7ZPlAEByN+lRcC8shYEHfx5SPdXUse5ehzubj9TabHTorkF3tInC9JNtxSF7o9lOzx2plEu/zWyuPEZ8+6s7seI7+0ARbuURnbkfbHuNT9lxRIXDF2SY7c5UHPurknhnj6OjFNTfDol+FLNrLTkE8MUsMclw0mThz0BFRWicY3LX9zp3ZNc84MEBcjmVd+XfyFSWmTNc4s48RyS9tyscHlJI3weu1QVho17ovFYmmtncxhmV4xlWHKcn6DQShJyc+2HJujUYjtr5rQOhR7kgDmKHYHofqqZe+srDT4o7bnbmHswyHLAePurK4tXaO1keRWYo5OMnf492c1N22v8AbWqXMrKYUXkKA4Kg7Zz34NXlhkjwZZZbuCb1FDcuWMSxycvOUHhVeu0IztU1ZarHcTIwuhJzJhMrs3lnxoXVlHI7OCGLHlCq4FaDceGUWalUiqxpsdqXjj+VHupRIAxIR25lYg5HQ+FOobJ3dRnJNdDfqUi7E0jzsKWt4yEAG1SP3reOISMjuMgYXrTuz05HTJA5vDrU3NFEqdEUyexjP4QpykiKeo+FTLafGiL7P4Q+2pKKwiB2UVPcPQ79GEyjWLkZI54sbjGTmrnx3ZRto6ciE8jYYgbD3moThTTWM92baPnk5FVVB3LE7YrQ7G0kuuDNQbUogk/bqrLnIzg7UklusZNLs85rfi1upLfnyUPcelSkGvGIZ5/rql8RqbLiHUCpwPWHXy64FEjkZ3QOfZJGQOtU8BUmBZbNX0PijTIZJX1NDOGQqiq/Lhu4k11tZHZM8Z5/xR41kyWs05PZhsZxUtZzXEP7XkmlUBc8o99LPGkkgp2+jRra/wBVk6W9pEp75JSfsqUs7tlixePD2uT8w+zjyrOO2B+dNdMfz8UZeRjukjfnSVFz4oZY7NPGoW4GWljAH5QprLxDp8eQJldvBN6oKiLB/a6n3saXtJZh+5BIh+Qo+2l3tjeEl2W2TiGaQH1Szfl/Gk2FRtzqd45+Vu0jz+DGM1HhZZd3ZmPmc0HhO1I22FRSKnnejDBrg60cV9jR8vdBdsgYyTQUBiQBk0pH/dUXx+yhCPlzt/e2oUZC1phFdhtuBTm0XLPKWG+w93fTWIZt5MdQRSgRoowoByNvjXFm+Y7cXyj9I+edS7DkTcAb5NPQjncMpH0VFxyOigHcil47rlOSD8DUaTK2ScSuDuh+FPIXYNgsfcaiE1GLc4bI8qXXWYlTdicdxpXH0CmTaTcuPZHw2pVbjJ3BHvGajNP1WzveZUBLKcHAqUWOJhkOQPOle5DcMcwMX+YfoOPtp5HA7btgj3USzhGMK6kUhpnDMdjrd9qVu8/PdBcxGQlFPeQPOp+I/Mbb6EmlsKWS1FGWCXnPOG+Ipjpl3qEt9fQ3litvBC4WGVZObtgd84xtQU0w0SAtC2faUYGd9s0i0RX5vte7pS91dxWdtJPeTLFBGvM7v0UeJrsV3Dc2kU1tKksMq8yMvRh4imUvQFDIhgfab/NShzlRsAgo7zKvMnIuD343FNZZAPd5025gpHWmCnrk+dJNdsDTWdx3UxkfHfTKQGiVF+w76UTUWHRsVAdsema6js7AIGZicAAZJNOmAsY1SQ/3xvtrp1N8Z9kkeK1Z+GvR01xaySazO0UkkYMUcXVD4tn7Kt/C3BllolvL2wju55VKvJKu2PAL3CnSYjYhqVz23BKXdtG0s1zEiIirklm2O3wNZXPdXEUzQyRdnKpwUKYI+FbtYerwn1e2aKOOLARI12UeVGn0yyuJo5rmCOaWI5R2QZX409AMCuZbqKQxz80LjqrDlP0Ui8gZsqZOnef11u19pOmatKxvLdZZuQp2jx4OPI+NZfxtwhc6BaSX1pNHNaKQCGB51ydvI0UBoqpVmPcB5b0blEYPM+B5tioeS9nfOZTjwUYpD2n6gn3mmoSyZe6toyfbBP5IzSEmpoPmRM3mxxUaVIO5UVwhe9iT4CikBsdS6lOfmciDyGaZzXMsmeeVz8a6QD0QmikMTjlC++mQjsaOeY+fnRLVG9ftv4ZP6Qpw6EM2cZFGs4Ab22ySflIzufyhToVnsmhQoVAuY391hcG19EksiLmX12AIfxTlt/trxNBrFzGRzcrY+Fe5PumyB6MWyxX9uwb/ABNeUo7aCcfK9hJ+fEv6K49RlhGVTR26fFOcbiyvWvELKQXUgDuBqXtuI4TjmDA+GM1IfeLT5U9q0ti35BZKarw1ptwhZIbmLBxgSbj+UK5XLBI6tmWI9t9dtmYDtVB89qd2eoRyISsik8zdCPGoCThSAP8AJ3dxGSdg0WfrBppb6JcNGWg1C2yHZQsmVJwcUvhYmuGBzyLtFyF8rgkN08Rim818CQqe052CrVafS9dT9yWCXuxHMM/RmrB6Ps8O6rb6txZppn0/tgj2xOXkJ6beAoSwpK0wxyNvlDC6S6vHKBHI/JBwPeae6XwRfXszSair20RQYi5fb5evTuq88QekrUro6qmicHLFY3ckcnP2JyAuwPcBnvp3Z8dcdXWvDVv2IxmSG0IKtGQpjVN2+vNFRklwzNp9oitJ0S206LsbSHk/KJySfM1IQ2hlmWMsiZOOZzgD3mmsXHd5aaBDb6jwrKIb247eO4VTk8vzlAxmrNdcTcG67plzc2Yn0zVA45LWQZRht08O+pOL7bDf0IBo+RypwcbZHfUNxOo7K2x+MfspPWOLNPtGKrL20g7o9/rqsXXFU97OmLBHjXOFZjn6qDhJrgVNJkzaQvKwWJGdvBRmrLp3C2oXe8nZ20fUmQ5P0CmWgcXQxRpHPpclsAPnRMvtH3dat1pxHp9xac0E5hkJAxKnnv8AVUnGuCyaFdJ4L04SZuTLdOBnD+yv0VMPNo+iQukk1raDHzVwCfgN6idQhTWCV0/iX2HyOzjKgEeeMGoK44Fv4RLJG8F2cHl3OWxStDpkhfcd2ECsmnWs91KdgWPIpPx3qicY8c6/LZOLcx2O+B2S5P0mpW24U1hr2CE2MgMrBQ4wVBPnUJ6SdCueHri50++w0sTjmZTlSD4GqY1HcmaTdNFPe4ZraOfVmfUZXKsTKxZlB7hk47vCl7S5l1TURFFbFYeTC2+eZc9zYx1q8yaLoNzwJpPqeoNFr7vy3UfJnlXGRjzx50OG9N/YTrtvqRiN3eW/y0MMrqBIB5DPd591dfj/AAnP4Db6M613T3t21FZECMXU8uMY947qQ0K7jghe1kt4l5v7+CebPdnr0zV84jvNP4o1fWNT1edtOnumEvYRQ84z3DOaq33vOoSLDpdvErwx+06ZLSAH5xHj7qOLPdxY2XFwmL63aJHo6ySNayPICYXkcEsBjPKRn2h4Z+FS3o3u9SsdNmnsHm5MOCwBZUO2CQdvdTv9jHD0+gK8f3wXWucL2UYVo3J8uoNTXCGt6hw5wvqnDp0ciK/l+VuLgcjRAbdKlmzLJDb+pTDilCV9lg4Y45lnmMWuQJzchxNACM4Gd1P6Ku2h6ja6s3NaXKOvKcgj2vdg9KzTQI9AfSdUm1K/7PUYwq2cKb9o7HAB99OrDhrVvvTPqcMbxW6MInYtysGO4x9HWvOlBdpHZufTLtqGg6drshi1CBZDggOPZdT5NWba1wNdWcz/AHtc3SKT8m20g/Qaten32r2PIbySPl/GmbBZfI99F/ZFb9vKJ3gWOMgjDZJzvSKUl0NKMZdmUTwvG7I6sjjZlYYINKWDBYmBODzVd+I9T0O+BeQm4flyCikMPLmrPp7m2W7ZIXcR9xlGDXRjt+Rx5Kj5kk0gxtTa4hjm+epbbGMkUeJQwGGGKViYffPsjF8h2XNknfmzjFUV9omxaCKz1K0jsriGGC8jGILhECh/yW86ZrYtFIY5F5XU4IPdVr4d07Qr3U1TXtQXTbHlLNITktj8EedNLni/huxvtMn07S7rUfU5GFw9wcLcrn2R5bYobZT6CuCMjhXOQCcDuFPIYpXh5uzlEJbl5iDy5/TTUcZa9I2uWuj8LxxJegu8boSYUB5vZ6YGKYNxVxxc8PW9gtrBFZW9wZEwFDc3XfJ3Fb3ab7aX5j+LFPhP+htHoCs7q09Ik6z27xL973Ptgg/OTFej68z/AHPHFPE+vekq8XiOa0ceoOSIuTmDKUA2HdjNemK9jRQcMW1nl6yW7JYKxf0vuV4rix/1VP6TVtFYj6ZZhHxdCCuf2om/+c1XyOonPj7KrFOPwhT63kRu8ZqEW5j2yGH10hb6i3rhWSJxCrdR3jxqHipFtllzt05j40/itT4Utw1rPCVxZQLcNPFOTylgCRn31crODQZ1Btr+PJ7nOD9dVjJSJvgqMdkx7qWWxI7qvEekQNvFNC48mrr6MQPmH4b09C7ijG0PdXDbEDpVxl0sDYoR8KZzWCr5UKNuKsYD4UQw1PS26L3j6aaSIo7xSjEUYaKY/Kn7gUQR8xwozWDYx5B4VzsyegJqSMCr88jPhScoCLliI18+tLQ1jLsQPnVwx4HTFGlu0jmWPspAXBIY7dKbzzO4xnA8BS3RuWJXPZJ87c/TVa1i+jtwxllWJPDOCaiOJ9a1W3uXt44kt17nByW9xqlXbmRzJdTtI/UkmhbYGTV9xBChItYjI34x2qFub++u/wB0lKIe5dhTGS9iQ8sS5b8kc1ItLPL81QFPTnO5+FFIHA5CxISXJY9dqcPyhVUDBOSBUI5jB5pJ2duo3291PbiaQvancnl5s01ANB4LsRBaCcgdpNvnvA7hVwjAAGSBUJw6udOtdsfJip5V2G2aCZhWMUsKSjpYUydgasMK7XKFOhA1KW/90Rn30lR4T+2I/jRQA+q/3DN7qzu8+e3vrQtUP7Rm/NrO7w7t760x8ZG8TSol7CsmwZOvd1NQk0YHtR7jwz9lTPFcqLPCsqZVkJyOo3qsO5iBNu/PH3qTXNL5mdUPlQo0gpNpQO+kGk7U7AhqAhYndh8BWURrDtOPjXqL7nN+f0cqf++TfaK8uLaD8Lm+JxXqT7nVFT0cqFxj1yboc94qmNfEQy/KafQoUK6DnPn3e6JK895Pkt+2Zcp4jnNNPvXqESh7OWR4TuOU7jyIrQHtexvLmMnmXt5PrY1xLRYebkXGdyK8aWpkm0ez4ceDNp01GGZZyJBKO/pRn1jUEAYyHIPQrV6u3jjJMi+z4kVCahJpmoRmMyxKw6MrAEGmhm3dxA4UuGRNnxRMg5Z0yM9QcVL2/EFvLglip6dM4qJ0/RUN/wAsrLJEykjkapWbhmCQZgkZWH4wrZfBT9A4nOueRSTVFt5+27aOeFz7UZYez7qSudctZ7WXs7d0ZgVDKRlTSEnDEvLzdpG2OoIxUfcaFNEC7RNgd46ChFY35lPjrok7HUcNHEJMu2GVm3DA9x881K3c8iR5ntFkQDu76ibHhq7jCXNu8XaKOaME5B/VVkjSWWO0SeMQqc9qCcgnu3qObbaa5Hxy8mVnQTCdavpDCYozCwKH8Ham8GnC7t4ZoUOAMMQO8eNSOmyf8ZrogLgkrg9MdKgIZrq2uHktDJES5wF7t+ldCTbdfQn8vld3+o/vNNK2cUrMrczjb4UiIDF2XY5POQOX406bXZJAiX9ukyg5yvsknGN8Uol9DIYhFYGIrIpDc5PKcjxorelyF+HJ2lyXLh6GSWaKOROSVOaQOq8xUh9tu6prXBP6rqN1IXdIou0CQ7LzcpBJHXB8PKmemNKNbaZZInQxZYdAckfXUjqsw+9mrwWjMnNaZJfBUj2sgd+eteZbckdWR0eeZE5kYhwpJA5T3576LcWFxa2NncSlXtrosygHJUjY5H/vpT4BTbjIHQVpfBX7HNY4QtNJvFjmk9rMUvyMyEkktFJ0O/ca+kwx32vM8CUG1a5M4huDBEkMcsYxuI8nJz5050S4nW97PmVnm+TKl8YOaZ8SWFvZa3dQWE01zbxPyh5VCuT3ggeB2zTCFpIldmUggnIO1Q8OnRzyXJpGnWcVvqSI9zEXkYxt2iZEbDvPiN+tLiNLTW5rDVJlE8XtLJGPnZ3X4VTuFLuI31rC3OI3Yc6g55c9ceZrQuJrOOxSygniUarcRJMqv85YgcA57s46eFc+SFS5OqCuKdkdqF1LbQGUm4jiUiNnKZR3Y7DPdt31D+shJlCdrCwIJwc+/pU7xrMs/DMUbdrawPKkjwsejb4J8e/eq/pGIFtGGGYjcDoy1KKVWxsqUZVZcopzNbRugZ1JBBJ3NP0mfI5YTn86mdrJC0SdggRC+CMYxinwByD3Gps6ItUX70SI0t/MXRdpou/PfV31iMpw7cuu3aag2D7iaqHohCmTUOYZHNH199SnpXjKeigLbs8TTXyAMh+bzSVbHHetv++RPJLa1I8y8dQcup3xZSsq3bhge7LDH1U2ghPMDytsfCrN6QVuJdIikvCjXmWWWVBjnKMVDe/AFUiwbV5+QvPcdmT491WhFzj+BNz2P8S/cGOsMEjc2CHJB+FR+prJPrU9wRlOQDYdMUXSbqcWTduqiUHlwq8uw6H30m+oauYrmK0nZLRo2Z0AG4xvv1rihCcs8ovo7smSMcMZeY/0q0l1OHt7Ps2h5iAzOFz9NWiPhC8TSfXp7vT4o+blCtcDmPnVD4X08T6dZSzyckbAle/bNX6+n0t9HgtBcyDss4xHjOfOrvT038LZyrUrjkYfe23iUmfVtOjHf8pn7BT3TItCDKJtSnuFXdvVLYtgd5JNQFtpsdzdyNAzSRomd98Ueyu/vNcXaRyyoZMo6r0x4UuHBGU9jXI2XM1DejQTc8ErKeyu5BHgBRPlnJ9y7D6ageIdf+9d0YrC2sTHtiQRc2fpqmTMjSGSOZl/zaazHtmy9wWbzFdPu/D4IrNGxEbUcUWjgV7p4jDQ73UXvP2UIf3c/wAG1dg/uyEeZ+w0a2XNw38G1CjJkjoFuJ1nDYwvKcVJvYqTkdR5VH6CCO2wcdKeSTTI2O0PlmuDPBudo7cMvho61ge7FIPYSfi591OlvJOQMSnmCKcx3RYZwmPfXO1JF00yEnsJEjLEYUDPuqvXcjsSqZVfHxq7310FtJcxjdCdjVMkIY5G/megpsdvlizpEzwYFWG65h7IIz9FSGn6GZwz6dfTqinGezIH0qwz9FNOC7WW+t75Ycs7HlGO/ap/1G5sLdFbmjAAAwDnNJnm4P4R8UNwnHp+tW4Jjv4n5fx2x/SX9NPrPUeIISvNaCUd7KMjH+ax+ymJhv3HbSNLLaqOmThj4Uu9prcGl2+q3K5tXflgJwdx+TXP419ot4TRLji27tWAuNOnK/jIdh/KANO4+MdNcZn7SJj3PEftGarkXEF6kHrEgDkuQYgCAcYxXZNZRnU6jp8cjy7BFUDk38TQ8SHmg7JFnfW9IvYmi9ZiYOpUoWGCD3YNDtbfslW3kURqAAB0AHdVTD6TMziS07N1flLLnlH0HemzaZppcmC5ltmbJB5uoz1x1rKWN+ZmpLyJ6a3b77C9W5mKiLs+xEnyZOfnY8aM8spO+B76q0kc8Q/a+s8x/wAoM/Dvp3BetbJB6yxmlZMtnZc56inq/lYl12iYbLdDv5UTsJJOg6dcimh1dyPYCJ8M0wuNRmkcgzN4daZKTA2ialjjQL20kSlRgdK1D0R6PataPqbxiR3YpEzr80DrjPie+sL5i2+5PurQPRlxg+g3fq2pSzNpsg235uxbxA8PEVaCp2xHI3uFD6wXdmyxwBnal5I+c4PQ1H6fqdlqtuJbC5iuEPfE2cfpFPueRgCFywO/dkV0CBI1XtpIuUAIFxjzpZcKpJO1NFaY38yrC64Ue22OVj5UJpY4Yvl5I1RBlizgD41jCyDmRSQQTvUDxlqNhYaNcSakpkt2Bi7NeshI6CmOu8e6PpkZCXHrkxGeS3IP0noKyTi3ie74kuo3mAito/3KBTsvmT3mskBukV+YKXkMYKJn2VO5A7gTXAoPXPd30dh7LVxep+FOiR3s4l6jJrhwGXljPf3UqB8p8KMw9pdvGiYQZmGPZxRZRlxS0w2FJyD2hTRFY2Yby0tYqDeW358f9IUnjJlpfTxm8t/z4/6Qp4roSXmeu6FChXOdBjX3WEDXPoneNZAh9fgOT72rx1Hpl9EuYruI/wCcRXsH7rdlX0RuXZlHr9vuoyfwq8VxXC/g3sqnzQ1z5lJvj9DqwOKXPf4k1CusxqGRw6+IkBo8V9rCKMxOwz3DNRtvNK3Isd+ST0BUirDw2lpca1bDVdQk+90kgW5eIAuoPUgVyyjStpHWuemxqNU1DnIkt5OVdySp2Ap7pFrf6rEJBGLSIHLMw7j3qPGtEuLLgax1ARaZ+yG+gDs8kiQZyoXbl8TzHekrG44YeNWludUtnNsSwktvZEvNjl8lxvnxqMmkuIlEvVkXpWj2ViwZFMs5P7q+5J8vCpC5EEyGO4wVB6E4II/TTT0gTaToaWcula1HqcE4YDkgMbIV7mHjvVHfW7+5OLW35VPR5D+ihsk+QOa8jQDqHqs8kltdTiNk5RHJIXVT+Nk9+aYXHHdzZSvI2pdvcGIQtyDcqBju8qpIsru9Ob67cg/gpsKldO0W3Rh2cJd/EjmNDZD1BvkWHTuP7+RQsVtcypGjdh7Q+Tc/hUzk++OpW6i7EEeRgsEBY93dU9pHDWoXHL2Vm4Xxb2RV00/0f3sqgzSxoPBQWNCoroDlIyJNBtoN2VpD+V+qnUFsodY40AJOAAMZrZx6N4UjZpu1lIUnrgdPAVkiQTPdIls4ilLYVyMhfhSTdhhRMafwlqU/EUWkSwi0u2G4m9kKMZyTUtoHDdnBdXf7J7safahXWGUkHtJB0G3dUdNFqt3Li91G9uxIArc7AZI7s9cVI6TZHTrS4n1DQEvLcuAhW9ZijnpzK3d5ikpeRQW0yDSuHreW6uki1xLpGgUWhB7BiNn8adaNfXOnW8F9wlZ3ovA/Jm+QlCpGDgE4zuKsNpqVjbrb211o9xZW4HKhgCMQ3QDA69evnTy31S3bV/vXdWt5YxsQsUkkBwXJGI8jv861ehnKvIr5uuJdU0uW3uLK0tzcAp20Mp5lHecdxqtcSabrOh8NPqjXzXlukix9nMokAZh133zWgahez2+sXum3l3bQ3NlykI4I5wSNl2wTg1XfTBpj2vDb9lfQXaSzI/LA4Y5Iz0HdS7Oegxyy4S4Mm1LU+exidrO3E0gHM5PMW8Dy921G0WbU5lmkguJo0XCHswAMEH9VaGsWiW3BGipDMs2qTY9Zj7NfkCAcZypO4NONL1XRdMsNRTiGC5mSaLlt1jB9iQA4bu26VaoV5WN8bduzJphNNazyzEszcoy3gKUtNIv4Ire6tVDNIchA3K22+CDjII+mpO5htk01mW7glaQj2EJJGPHaltL1p/2tDJA7RwgqJA5z5bHI27qGOabdjZIcJIQ1efVdWlsIp7OW0WFuT5MNjmJALZPT6avHDcS29sseoSNfBnO1x7XU4wfEbZpNNY0vSo4Xdrm5RpFd3hhI5jnJQ4xVgjvuH+JteS/0+L7z6ZGCHS4YJsvzio887eeaTO9ytM2NShxRFXGhaYmqTYtVtF5+dZLVR8kcZHLnz7qjbuCWS0uGTiK5uZI8ubeV+yEmNs46E4NXZU4d1fXzZabrdvHZyZMc07EbL1G/fTDROHYtQ/ZCxnAs9M5neRY89qoU8rL4g1DbPyVjQyu/i6IHU7zVNRi4btNct4H0uw5exMCkvcRkEtv7hj312S24b1q81u9tZfvRbxxqbKzl+dK3Tl/9+NSNjZLp19wzdut8kF6hmjaCPmbZOig9Tnaqzr93PHahpreBofW2QNJD8ouGIAJHlv76ycnwy9R8iY1fgfULZYuyRLtpLQXR7I57JPyvMVm/E2jPpd0Le7SSPnQSLzd4PQ1fbG+msrq4GjT31nBOgJXnBZ08D4DyqM47vr/iW5S7vXjlMSrbKYoeUcoGVBHjgGnxOmSyRVGfW731qAYD2kQ35Tvj9NS9hq1ndkR3A7GXphz3+RoJocjW8T2xZWOScGoi9spo5pjdQiZFx7anDDPSun4ZnI4Sj0We+s2vUt0EpCq/zxjIU9ffSltYvE7I2rOedcIhRfZwMZA8RVTFjeLpU93BqFyiRgkRY2GO6q2dYvnwWnkJ8c71SOneRfCxHm2PlF21q41PSrsvFdSS9qOQzKd3BGCD54qJFzcMYJPVpQxyULEgHuJqDtbueaUCYyOM5PNIcDzr0HquhRca8McM2XDmkslzHGWuJg+TJhRn68H40MkFhpSQ0Zyn06OfcrR3B9I91K9o0UR0+XLlMZPOnfXrWsT+550CxsLQXcjTrrYWWCdXGzAMBn37Ctsr0NI7x2efqvnBWG+mlc8XxH/uif0mrcqxL0yAHi2LJGfVU/pNT5/kEwq5GfCoHjyzebS7SSJijBnBI8OXNWN1A3qE4suwml28Z/wrfRy1xp2XkjLrN76NmCuwdACMEg5xXrPgA3dnwzo8V3MLxDbq7dogYktv1O/fXmXQnFxeQcy/u0jY9xJxXsbhyye00WztzAUeGBEPMD1A612Yl3aOTNdKmKxLZTzxx+pRxMx35CQfqp7a2KFyI7q4hAHUSE/bSdsj+sxB1XkQkg4wSfGlocsshCliO4U21WLFtrkdJaXhAMGpsw6jnQGoHjLX5+FNM9d1OS3khLBB8kdye7bpVg0WR5eYyI4Kk7sMVVPTdp66lwLe27DYcj57xhhvRlGkNZmmpekSDXrrkso0jkUlgqAgsvhTiC+eSNH7RlZhnlJ6VlfBdnBacSOGLFjErR83T2gf1VpyRgp0rjcmn2dUEmhy13KOkpJ/Op1BrM+REpAH5IyxqFnj2o2kJy3YPka28O0u0EjGFWcrCCNyTlvppvNdwRsez9t/xmOagZg56s/01F3rXBHLFO0Zx84AEii8lAWOyw3Ehlvbdjv7DUJBUdoaSLbWommeZ8SEu3U71KuM0btWK1Too/pIt2l0IMmzrMqg/nHFZlqFu1reyW1wjmZACQen0Vr3HKZ0ZQBubmH+mKzvj1zbcR3sigZJRdx5CmQr4KukkzSCNIwmRnNKPAACZ5sd+M4qb0bhy41bRLq7LmO65h6smeVZBnfNRtvZPJKsSLCHnk9XCM3thsYJ9wNOqAMFjSCTnEbush5VbHs58M+NSkgDRwso/AGM1pB4Ws5eH4NKuFMiRe1zg8rF/wAaqFJbNb4ikzzISpz122rWK1ZpvD6/tG2/gx9lTartUdoEZ9Sttv72PsqZEe3Sppj0IqMUeukYzRadMVoMDiu5otDO9OTDmjQn9sRn30kWz30aE/Lx+806AKakc2U35prPLw7t8a0HUj+1J/zTWeXhzzEUJlMZEcYo7S27BWKiMgkDzqnzxuHLREg1ftejV2hLDPsmoN4lXooHwrjnJqbOyEU4Ir8Ml0yjICDx5d6Qm1OGGRo5J3LjYgDFWCUeVUy/hMmqXAA/DNHxGw7FY5l1aMj2Ukf3mvWX3MM3rHowV+Xl/bs4x8RXkyHSpXXZTXrX7ma3a29GSxuCD67Od/eKbBkUp1YmoxuMLo1ihQoV2nCeNLp+XULnb+/P/SNHJ5hmmt+4++VyQf78/wDSNKLJ7O9fN9N2e60RetnFtIOowaziK3jeDmIy3Md/KtF1/exlxsQNqoViA0DgjcMa7tM2oMlkinJJkjwzB2OurylgoyMeWK0FFzgjw61StIUpqsT42LAfSKuEiSSRPGDyq4xkdRUNTUsisfHDbGkGk2zQQZUgrsfrpONeSJELFyoxk99OUzzbqceVccqT4ZZfUiTZNbXiv2rLZkFSnMds+FOXhSNzJHPkAY7OZsKQfEGpNrdbuMw5ZcnYg4INRd6lu/NHqV5FJHbv7asoDHbpVVJzqzRpWV/S0t/v9Msf7iG9kg92aLphWS7ucfN7ZsfTSOhIrak5i+ZnCg+GdqX0spFqF5HgDEzYx3b11T43fkNC/hr6iuoWsNtzMIgx5iQBTbswyQSQg9r2m4Jxk5HWpPVHhLiKV1UucjPfTOWARWsDIeXLZ37txSQm2lY8lSZcdKd5dbTs4o1JUgrITyrjHQjvzSlzPdvpN1czRxC2eNlUqwJ5vaGfHFHtrmO41e0CP2dwLeQnkIUOdgB+mj6zORoM8NzZI9yiKW9lWzzZ32rkpNqkCUnyYvGMQKSBgLn6qnbKz0w6VaPcNMvYHtZPaAymNgvnmq60vLbREDIB3B6YpfRdTih1OGHVJGECsAzqM8o7xivdindo83HkpOF1dc/TzX5guLqw+UdLd5IZMrGZJPbX8okUw1GRZbQyMJDKSAkmcZUdzD7CKlYYdNvdQ5YEkeLn5VSPIM2/VT3e6rfDwS8sUaXretSfPCqOXC9wY7b1OeaGHmR5cpc9Db0b8PffFNEVXWOa6uxIX71iT5xq6+lu4e31RRDbo4t8B5xvyxjIVWPduad8C20GiX8Z7NLcxw9lF2nzR7WTv7z1qV4ysp9M0mJtTtlvBqjym4KsCo3BUqR1AwPfXH75GT8SPKXkXc6x/D2ZfxFf3V9pKqIna5iRC0TpuQc7+7FNIZeW3tTHbxsAgPsxlCGPd5ipS5lPbGccwmZORnzsQd/q6U5tIYXhje6mWJHYBC27N+VjuHvqb1DfCRF5nJ8ryH+lW/NaRyIWTL7gjcGpGWN44yXmKrncnFQUdxeSXDC2d5ih5V6Y8qjtau76e6ihuu0h5G2TOxPnVE9x0xz8dG1eiyYWdrqV5I7vEjIzYA3HlVl9K/LP6IrZY3CF7mEqzHHV9jVK9HXNFwzq8csvaSMFyM5xtSUk99xTBfaa9+yWg1CGyFox5lVVjzzqO458KvgTV/gUzcpWZ9xTDI+kWgdubmjZmY9Mljk0y0LRre+fM2o2tqnNgNIxJIHfgVaPSVY+oRLbRqBElsUjA8M1nVlqy6fbCMQ80pOA3cPM+NdeGeVQlHFG7Jyjjck8kqo2HT+AeGW0+SRuJucheZuWNlHwyKo+r6ZoqB4dN1wuxBXLRNj7KiLnjKaXQhbJFDDeR5+V5ie0ye4d21Q8d9NLNCixgOcmRCTkDFRx4c+5yUeSs8mnpKUuCy6WNQsrK1sbWOC9SJDkqOYZLE+8VNwaRf3oxLpzW2epEy4+gn9NU6K4muhBDZNIksi9ocNgY8zUnHpGrT4RJpOc9MTGvVwY8koW4M8bV58OPI4rIl+PZqno20NtNuNTW5kgnjkiXGN8bnY1TuI+Gbu616+ntjCIHlJUM+MD3VOejbTNT0T74NqEhftgoQGQsRjOevSq5qui6jfapeSwTxhHlJAMpHLnx8K8/FgnLXZEovhI7cupxx0OOTmuW+fXsbfsWvRnmntV/wDEpk3DtyJiqXNu7dSEJOKfnh7UbUxI1zZvJISFUTZZts9/gBVZu75uUSHmVScbV3vHJPa4nHDLGauM0Ocb0cDO1J99KpXSRDW64vIPefsNKWiZuD/BtQthm9t/zj9hpxZL+2W/g2rGHekR5Eo5XbpsgzUqLASKDmRT3gwmkOHYLuRpjYwCdlALqRnC+NW60l1EQqZNKDKBsSMj7K58kG3wdOOcUqbKbPABIV5CCDj2hiumF0GwHmKe307Xd7PK8KwgEeyBjGB4U2kmUHHUHeuWao6Iv0GV6reqz5XbkO/wqrxjmgQnc4q2XTs9tOBj5h+yqrGP2unurYVww5Oy1ejS7ayS6eMjtFdWXPjirZd8Y3sls/apby4B+ctVP0XWcWoamlnPzdjPOkb8pwcHzrQfSdwvo3C9hBcQ3EsMcrlGhb5Rz35UeVQ1MJ/NEvp3HqRLanJLZ8N3F5AIV7O1Ri6jYq2AcfTWe6txXeNw/Fpry/teAmSNTjAOf9taBxPxZw3Pwve6EsU/aGyACtEVVgFVuoOforFTqiRLO6wW8pMLRhbhTgZ/C27x3V5+HG49+p2TmnzXRpfo00yPVbe2kki7WQzNuRnbw+qmHGEWm6fp6anp/JLLKW5rbmyLZubAU538TTz0V8aaNoMOmx6pcxQw8hDSFSSWHhju33pD0i6lw3f6NrLaHq0d5fzTxyhOy7LljU7qNsbZ699B4ZKTl6tf0CsqdL0RB8L2D6/c20FxcQ2SSPyh8hF//dRfGFtHomuy6eJ+3cA4mjIYEZ7vPrU9NpEH7ArS8i1KzN3zDFp2yhiQ2S2c42G2Kp/ELG41Wz7FMkRcpOepJNPjhbpiZGqtFo0PR9NuNDjuZrw/fLt8Ja427Plzn35omtWha7h8oz9tTWnadcaXp8K3yKjsuQFYNn6OlR2uNieJ1JxykEd43qsVU6OaTtckabHb/bRPUwr7kYphqGv2tplZrmCKT2gFdjnbodvGkdB1VtViklKoqgjHKc5yK6IOyclSJ0QKo+d9FLrGgHWmvMeWl1dgvvqiiJaFreeS3y0EskZO2UYr9lSKcSazG8Zj1S8HIML8qdqh4/mnPiKMfnfTVKoWyXm4n1yfJl1W8OR3SkfZUdJcTTM7TTSSEjcs5OaRA2P5tKBd29wqiQtnG+b8KAHzaUZfZ/za6qbLim8wdiZ+Y1GQZY/CjMvsNRlXD/RRAHRfbPuo7KA6fGux/PPuoP8APX41jJ0xK4Gw99JSD2xSkxyRSTn2x7qaIsvMbYw01L6d/dsH58f9IUj1M9Lad/dsP58f9IVSPkTl5nrqhQoVzHSYp912vN6ImHjqFv8A+qvK+g+jniPVdMh1Ky0e5ns5BmOSPHtYOK9VfdbjPomx/wD1C3/9VeQNN1jULKEJa3c8agfNWQgD4Vz53JfKelocakm2bVDwfw3aaFHJqfC3Ecd1Dbk3cy8ojU43YbdKrtr/AGNEmleQasIZDuiyISuw+vOcHw91Z9ecT608bI2p3fIwKsvanBHgaHBGqx6PxLaX1xBb3McL8xiuV5o22Iww7641ilVtnVlahY41i6gi1O5bRb28hs+djBzy4cL547/Goq41G9CN+37hhycuDKfiK1Xh/jvRLbXuIry94e0G4ivWQxxPB8nFhcewO7PfUJxjxDoOtX0E1tpGlWCJZPDyW64VnzkMfyqdOK/8OB5JNmf6XcTXV3I9zLJJyDChjnGasNmRNL2ag5AzvVc0PAu7gbYyPtq16UqmVthzYO9DUxV2Phk+hyBJEAVjQnvyelJRcTxxyYiukQDbHSpApvuMjvHjSus6VwaddsvVIrdLN5XEqrdNjGNt+o3qENv8Q+Sbj0EtuNZonympqp8OY1L2vpL1eFlEGrx4QbA71k15bxDU7hYB8iHITBztk4376n9JbSV1S1hutPjdXMKHnYqMhsuSc7ZG1Vlhiui0FJw3s0+D0v8AEa4jF5ayBvZOV8fjSenQ82q24IyWkqA02bh6C49ahsIklhllZcS7A83skA+A2FWbSW5tatW8ZQa5ZATT6LnHYdCVG1IcScQnQNPsrBLSKeXUZsRmQ4Csu2PjzVNRdF8CQKhPSTw5fm+4f1OW3g9T0mYzXYmkC8qsVAYeODvWhG2JKS8zl7qfFGqTJE2mW63VuojM8KkEYGF2zjbr51ENPxVc3bQajPq88hw8hgs1ZgMfO5sjetJbWNBtJmNxqljHJjfMgyR3dKN+yvhdGEh1m05scuQTv9VGvU3iPyRR2hshGi3t9xLcXY3eM2BLIMDfO9VXjay0PSdBa50C71Fb/nUNHNG6dkCTlTnbOMVucmr6RHKjPfQdqwCqBICTnyzWV+mrijQtV4OubTS70TXhuYywCMBhSc7kUVjVhWWSKbommz6lw+NQuJfV8PhJByu0oGxOCcjfyos1pHapP/bUNI4DJ6zJGqnB6YyTmqDo2qDSr7tzHHcSIfk27Rk5D+MpFG1fWDqrFp4LeOVmBM4Z2fAHTc9K6lhjRP3hk3p91CYZy3cB9tS+nxQajKY4pOzwBvyc538hvVDhXkhl7OcsCBk8pGN/rp5Z6pPprE2k6sWxzc0QP21GWBKfJdaluCSReLzR7qy0x795lNvHKoZAHUjJ2O4x1p/oWoWb2qxzwz3RjkBVYrcyYHXGR03JqjXXFN5e6a9lcG17BmBLLCFYb52IrQvQ4e003UCjZxcLv/m0mTElyuhXme3ksVzoXD2oWqNpGja9dMI8F4LUovPjce0fE1WeIbjT7CEvpv7IIoo4lEkUrqqqQDzKd9wNvhmtp0PVXtVttPt7CaUMW5pzIqxx9++TmsU4yATStZYqMBpOnvobVxSBiyyumxLSOMrq0m0aSy1KfNkvNaidQ0cChTkAd43xTPXuNPvposemGW0n7XUTdmcJiR2J39y9TiszePkYjsyUXC/u3zc0a1YRahAvq8Yw67hy3Lk1d4FTY8c7vo2XhnlbV0WTHLymnEWl3ci3MljcxSr60jC3kUMN436HuAwag7CfsbtXyRsRU7bTaXLBJHqKzQM86ZnXJAPZtzA4/wA2vPwwe5s6ckltSIjTbeI6jpTS2ctygDZRDg/TTzUNPs14mvIreCS2tmZedLtd4855j5gdxptYEJJpLyXJtoRz5lC5Kmpee77TiSSeLUo7oZjVbqRQAmBsGAHQYxVWqivx/uLu+N/gQmv6NFZaFqkMEyXESI5SROjDrWGiM16T4qQtpWstJ6pzsjsTaHMZ27q878uwxXoaf4UziktzG6lgQFrW/QlxxHwXxA11eLJNBJD2ThSNh8e6sqdcLt4U9tm5YJd/CmzLcuDRS6Z6g+544k++vH+qwBpuykjnuI0Z8hAXXbHxr0hXjz7kqXn9Jlyuf+jZf6cdew6rpYbIUcmqlunYKwb0r6amselmzsri89Ut2sEZ5MgYwz+PfW815u+6CH/8gQllXAsI8NjfPM9DVpvHSG0jSycjDU9ITRb24tIrsXcIIaOXPUEdKo/Gh57ZE7/ax9GKsWlGKXTiwyrFj39aqnFj4uEB6IjNXHhvhMvnryK5oMBu9R0+3hkMZdwiyDqvtkZr076OOK7iwj1O11We4vEilVYyz5K7YPXxNecOAYe04h0WMjqVJ95JrduE2WG515cRNIbo9mrd4x9eN67brk4ZfKabLxFaswDRTLkFg22MAdaRXWhHIOyjlCvgc3MMb771n91fFZoYo2Zu1l7FvAHHf5VJXt2RNEucIV7MsDjONqrTJJsu9rr69syiV+cEIRy5z7sUy48vhPwvrCN7ckUBV0AwVJGRn6KqfDlxHb6tLb6g7IkcZycbeVPdRuUm0Xi+SAs8eYtyfyGzWfTHSs8+6VccmtQSnIItrdiPprUje2sHKtxKEYjIB8Kx2eQw6orHO1jbsfp/21qNvrX3pVrh7WC69YsuyKyfgg9SK8/NLbyd2nV8D/t4bhSYJFkA6kd1H07a6X3Gmui6hFccPw2iWMcUlu2XuFO8hO+DTiwP7bX3Ghibl2PkW3glJBtUXcoO0B8jUpKdsVHXPWqNCIf6WPk7X81/tqQI33plpgzFaHv5H+2pDGTTrok+yucbJ/aiHbrdwj/XFZx6Ro88RXgHXnXH0VqnGcedGtDj519Av+vWdekKJV4xuEbl5O3QHPQbVoSNJDnhaZoeHbAcoOE8fM1E2dpbxcZzSdmURQZh7OQGI6/TU1w+sb8P2YUgkLggd25pQ2HLd3F72hPPGI+THTBzmpxn8TQZR+G2PpNas7deaaeUgdfwRVNv2WW7eRN0dyR7jTrW4+aEkYwPGmchC29qTtzDHxqqfBM1rh6LNjbY/wAGPsqYeEKpNRvDSsLG2x05B9lTc6kp0rmU+StETJ840maXkXBNINXVBkpBSdq5mgx2ohNVRJ9h80aI/Lxe80jmjRN8vH76ZAF9QP7Um/NNZ3cODmtBvz+1Zvcaz+86t4UZ8j4xtfsXht2JJPtDPxqMcdal9WhkkEHYyRRgA/OUnw8Krs8txb6z6jMY3HZCQMoI6kjH1VxZOZs7cb+BHZB1qqtL2evzDsy/t9B31bZetd4TvrHR9cl1C6hjllR8rzjIFQzT2426sviW6aLFqWjXti2kxLp4JvOUKwBwCe4kivRfow0ufSOF1tbmMRyCd2wB3HG9eadf9M+rW4lgjmjnieYyW5kQEx56KfId1b56AtVm1j0fRXdzctczG5lVnbxGMgeVR9nYZxy7pLih/aGZSxbeOzR6FChXvHiHiq+I++FyQMDtn/pGk+2XqTgU31JFbUbpVd1btpOh/KNV7X5prTsjFPJucHevn4w8SVJnvOW2NtEprdwGtGywxg7VTtLXmM47g1OL6/uGt+SQc4I+d3ikNEyvbDB6g++u7Hj8KDOZ5N2VE1Y5S5iUA4VwTgdOlWhb+MM45iMeK1F6TEq2vauMF98095AVPia4M003VHWotoWhvLeQHDjPnTqO4hxntU+mouK25F9rG5yKPJCO13wMjuFRagNFMk766RbNkiZ8yexzR9U86ZW9k3NFc6jcQcoG6Mm7DzzSK87oOSbsnzhW8/Cj38Gpp2QjltedsgcwPtVSHC2oLVWQmhoj6pcJAwEfNhG8snFNdHU+tXQZsnmbf4044eDxas6yKFcNggeNCP2dTvTsF7ZundvV5vmSX0Hwxtxb+o+uLbtnXtcHwo18V9UAYbK2KUunUNCAfa6YpDUSOwcEbBgfqqEbckjolWxlot7OKy1exuIbcuXDqFVebHQg1J313ZT2NxE9pKTnAcx5BcjxHdvTWASPqWlukKywYYiN2KHoKeXFnJLqFxIIolWI/uKs/wA7HztvAVC+rZB0YZ2Ya1IPgftqGvo+zk23xtU/jCOMdCw+uofUhlj44r6CD5PEyxW0sPo81e80u9haws47i6jlEiLIB07xv3GtAk4xm4ju53ilTTGd+ZlCBnL94B/F2rMkCNp9tyN7aJgnpnfuPeanLGwF6oW1tJRHkIr7rznvOTtny765s0VJ2zglLbz0XTT9clvY57eeRbhO17JWlIA9+frqwaXfNqWlS6BdyqYsNNp8rNvHKpwVz+KwBFZnoXPY391YyCOUISSebbIOe7vqeu8/e1by2lWN0mYqQwyBsfozmovRwfEOC7jvhuXYWOS3iu4fvghFpDzNInQnGTgnzOM0ygki1cibtFLTsS3KcKPAAd2PCnkWo6fqWla7Fq8yWs11bA2cgTmBkBHh0yM/TVR022urS3EoCrDHhufm2IqcdM4wtvknLDs7ZY7dprH1mPJWRCOV++lYLmWW7F1e5llUbZG7VHjWY1iHbRdqx3MmRhffT7TNXtyJXaVGuGOVUb4HkKVYcqKQwy4dls0HX9Ugs7pbTQjc23MDLJGPaT6KkOAtQtV1xO0DpcS6hJcF5M4ClMKnvBFF9HrnUNK1Fne5QiRcGA8gwQfpqR0rhrV7Oea7t2ljWFy0QuIjh+Y7kEDc++r43PGvyGyQnxzYp6T7KW+vbG3jjIlmTs13yCWcAVnfGvDUnDd397tSMZnTOeyXIPxq/wDGerTsI5JVeC6toM5KFfaDggiss1DWb7Vr+Ga8leeabIZ3OST1r6D2c4bWeZrfFcoOHXNjazt4UiiDwxNn8Irud6JDbS3XE8yWsft4YhQNgApp9ZwlkVipHK3T41G3E3qfEF89nM+AHUsByk5U5FNoWveMjK6xP3eC8yS0S5vdIn0ifT9RawlubcI08aBzGhO/snr0zWmywcYJqmp2tjxjzR2EEM5kli5TKZF5gAANsVkEcvJcaa22I0TYnuArXeE9ZOuX/Ec3KsDTR28aqrZPsqFzv766YuKiuTytVGfiOSSaLLY2WtWd1fWWv6kNRuIVjZZRnADqTjceVRWjRcUXVlcrYX0KWE0paP1iPmdsAA9O4YxVn07ULfWNa4hmtZlnigdLcyr0LJHv9ZqF9GN/FZ2N/HduZIbq7kEcOTkeLAjPLjvrztFlcNfll+H6HdrsEcns3FGXHdfj/vBSOIpb/TNftrS/ubW65YpLhZIYypBKsmN/jVVl0qfUreCKzhZgOVncKeSPbqx6AVeeMV4Vn4g9YfiC5+Tt2je3jtC0gPM2d84HWqzxTxZENFi0ThiKXT9OZg8sjNmW4I6Fz4fk91ei5OeRySI6fTrHjUZNEQOtKpSQDZ6H6KXjRvxTUirHFoP27b/nH7DTmxX9tn+DakrSN/XbclGA5uuPI06sVxdn+DesZF69FB5LzUzjJ9Wx9LCtTgRDZKq/N5cCsq9GP933o8YP0itDa/itrESXEgiB9nmPQU8XS5JTi2+DMOKrdYdSvVjwocB/p2/RVdRdwrkeyOUnxqwatf22p39xPbSCWHlVOZeh61HC1VZR13GeX3V52drc6PSwJ7VYxv4SkEhjxujZHliqpEP2snuq/wBxbsbW7ypyImO/hiqIEKW0YO5xSYHwyuXtD/hKYwW146MUdSCrKcEHHUGldWuprqIvdSyzPjZpXLHHlmozSGMdlegkg47vdSOoanbJHHGJZO05fwov9tQ1F7kkWwVtdk/cvd2VjJeqG7ZLc4LHBAx0z7qh7+6F5ZpKIyhaA9dydh1NJ8YcZ2t7YQwTW4uWdOVwPZAIAAb3iq5Dr9s1o0UnOrhMBiMlialjxyUbkubKZJrdSfFF2R/+LiIqBkLlWUoDybAg565qGgJ7HUSoZspjOPFhvUJBxLEkR5raXnJA5gc+znw8acWnEthb2mpQM04NzGIxhRkDmB2+innF+SBcVXJO6iB+x21iIAZJXcbdx5f1U1vZlhuLJ+bBEO/l7W1NLziPTJ7SCJo77CrjICqTvmmja9p811CJTcLAgwD2YYjfwzvSY4SrlBnON8M1nQxL964mlPNkluYtknNJ64cSDH+D/wDVUBY8eaHb6aseNTcRbFha7D377VGanx/plzzNHbX3MFCjMYA65NZYpb7oju4KzxPp095rrywui8nsjNWHgaEwWEsTEFkIBI6dDUbayXeq3c8ttp91HC45hLLGVQe89KneHLOazjnE/Ll2BHKc91Xi30xJJdlhjXK7+P6BTp0wgPv+yk4AwOBDI465XHhT1lYxkmGSMD8eqIQZrsp960bHtUMYDHGcEVzmy3zX+gU4EKqvs/5tKhdz+aKTQ+yeuy99OUG7fmimRgrR+z/m0dY9k+FH515cFX2GPm0dGQhMc3d+CaIvkItH7LUYJ8p9FOWT2GroT2/oooDG6rgt8KJIPbT406Yxxk9o4XPTINN5pIOdT2yY38f1UQDWX5wpFj7fwpeZ48grKh8hSDD2/hTIViA+dPS+m730P50f9IU3HW4pbTT+3ofzo/6Qp4+QsvM9eUKFCuY6TFvutRn0UADv1G3/APVXkvQtJ9ZgkkaVAVXIB645Sa9b/dYf/Ctf/wC42/8A6q8g2V6LO5wxIDRMuPM5xXFq9zVQ7Pd9kLGluydWDWLFY+dl6gt08gv66Jw1aLc69bW0lubgPLymIdXxnant/IJIznxc/wBChokvqnElpOhAK3Em5+IqGOTcKZfXQS3Sj9C7cF8H2GtcX65p95biGK2Ak5AMmMAZIGe+oDi3Q7DTtQhhhjR4DFMVkXo/K+A2O6rJ6MeI9D0XjzV5eKi5sbqIwnCGTLFds43qtcV363ctqNPjVobW3ljGEK7M5IJPft30iTUuX/tI8qm0qRR9KP8AbCRQcZYAfTV40yDsZsFw+QSCBiqMEFtI0wOX5vmZ+vNWnRNUQH5SKVmK4AAq2oTfK6Gwxa4a5LGVyBilOI9B0qDUbI29nGI5J3DKue4dKII79oIpItKuZEkHMroQwx8OlGvr2O7ntTGsqCO4aRmcAYBGK4bafDLOO7pFSsrGP77zEjEaswUeAGaUura3n1nTplTmtLmRMo3eM4INdvfX4bi4e0t1mRmYKVOWPN5UlBBq7tY20enTF42Bj+TOTjeulKTkpWdqywWn8Kufw8ycs9HsD66wt1HJLJyddsHarroJ5tVs/N1qR4E9GGqapYR3+ralbWdpcc8jxImZhnO25wDkd9RPD7BeILOIHIWcJk+AOKlOL82ebBpcGqtMLK0WZQDIjBlBGcnO1NeMri11Lgi4g1u9e1kkhlkZQ4VpSq7J5jJ6VX+ONVk0yEzxz8tvHyiROz5sMT7LDv602tNRGp6Fp2pa12lvM8kps3Vk5Z3OBg5BwM+FCDaYuRmR3d3batr9tc6TbXNhAkEMb2/OX7R1UAnfpnFT9tc29/xfqd5HZG3tFg51gLc/K4IGRnzq8atca/obqb6eBbmRO1HYKD7PTwG9REp16fVLeSSQXkEwBl+SHJGvgdtz41ecu2GErSHOh8QWoEkl3ZoFByGSxiZs523IzTX0g6zHqnBd6qR45JEYMbZI8+13ED6asGk8O2c1jp/PIO0unLNiJR83fAHTFQmp2kE1zb2pjzYyajFBJFIchx2i5xjxB3FShO2h2uDKtA9T7WWK85flPZBdVKr55PQ1Ia2tmlkscKWzSNghoFXYjxI3r0BwTwnwbLxFqdtqegWshS7ljiBVhyqGIAG/hWgyejz0eyQu33gteVc55ObP1GuuGRZOUyU4PGkpLs8RopW3m27h9tSui38agQXkFtyKnKrvCuceZIJNa36QeGeFtO9I3DVjpem9jpl1Iguoi7YkBfHfuNq2mDgb0f24+T4etCB0LBm/TQnJbnyhktsVaZ5E1LUrVLF0t47QyYwMwqc7793lV69BJ7TSdVbb+6l6fm1pfpC4e4av9HX7w6Hp1tkhRM0PKcnpv4bVWdTjg0nim7s9Lt47dJ1s1WK3XkRWaM5Y4GACR7zXM8qlcUUyY9sVL1LUNRSG4aDs1LowGcbnOKzniYLdcI6w6L3y494PSp3UJ5bbXWMknNIoTmI6ZwN6Z6PZQ6lwJLJfoZbd70mdRsWXtQWHxGa0FbRzwltbZ5/eSaIxfIKSneV6+RosE0suowMU7NOdfZUbDFa590DpnCujW2mpwpYJAt0FnkdHLnG/s+AxWQwLIsyZXClh1rtdU1+RSCujUi/KVbzqe0e91FLXkhsY7iISR7mPlDEK/tZ79jj4Zqs3Lclopz+EKrsd3xXIzQ2kdyLNZi6MseRt3g1wYIbjoyzqi7Ws7SNYCyjglu0WRuWTGEB7zmpDVtRA1tEvLexhuZezQQo3yUhUEEkjxPWqI2g6jd3qyR3sNgTGoLTPyb46dc070zQ7RLm0Gq62rNBMZeeIF+bptkmrrEnFKxHle6TNA1CFl4V1Dmtre3PZP8nbnKjburz8MYAFbbqWspbaPLY2yJcxyBgJWZkJB8sVk1xpcUUMzhpRJGMhcgg1XGq7ESfZFsMA56U8jAa3nKjBAXoPOo7tjuGGKdwSl4plwACoOTTyiBO2bT9yKX/sq3XMDj72S935cdey68XfcgE/2WLvfP8Aaubv/Ljr2jXTjVI4s/zArAvTdc237OYreQqZvUkblI7uZ632vLf3RzMnpRtSJXjH3ujAKdc870uZXEGJ1IixMgQiLGASMDxqmcSSc9xOT0jiNTOkLcR2X7aYl2YsA3UDz86r3EjctveMx3fCjHjXLGPJecuB/wCjGEfs40BHVmXMZwoyT0rUbO+Om6hqN76s02J25BjB5iRtnuOM1TvQ7Z9v6UNGQf3lFc/Af7K0XTW5by7SXRbjVYE1ITlYSPYZM4z781V8Rsg+VQ1jmhZLd3HO9xLtzHo3dRNS1qN45VVsiM5JA3B8Pqq8a1pem6rLZ6gsX3vlBMjosZOR3ZA2yN96pmqWPC2loIrtLuS6njL9pz8qh8+A8K6FbS4OdtY1cgS3UuDcLFI7SDCsPa5sAE7CpKwuhc8EcWyqGysUfMG6g8jZotrrfDlpLprzSSosEZRsZ+UyMEnwqVl1HSNV4M4mn0TIQRJHICnLuFbfz2oc7WmgxywlxHs85XB7XVo1YZ7TSo9vdir/AKLawalpVq9xzFkTk2PdVFvW5de04jo2nBDt4AVfeEj/AGtGPxzXHNWdmJtEtZWkVikiw5w5ycnNO7MYuo/jSRNKWh/bUXxpVGmVcrJSTeo25+djyqSl6VH3IyfhRZkyS0r9ytM/iP8AbUmi5OwJqM004SzH+Tc/61aJwDboILm4lC+2wRc+A606XBKTp2Z9xkoGk6fv87Ubcf61Zn6RVA4z1AFus6/0a3D0xi2S00KTmjjQ6pBzMMAAA99ZfrcNovGXEWp3LwerxtyxmXdSzLjmB8v01zp1KvxGu47hhw5qErcK9iYIBEAgaUJhhyg43+2onUdVuZbBre1RkmlPaNLja3hJwG82PcKeHX4rHR0kuFKCQLGIUAwMDblA65O1VjVtWlstCuHEJl1LUGLScyEIiAbBT0PL9tHHBJ2aeXdHkl9TQRWJUszcoC8z7k+Z86PpWjX2uSWsOk2r3MiL2jBcbLnGaqtpr9jNYM+oJNPfGMESFvZ5jsFAGwFegfud7TMN9eFAqxwR249+ST+iqN8qJKL4bRI6RoOpWljD29q68iDm8tqdSxPydK06VVaEq3QjFUS75Yy6HGVJFQzQ8JqvMtjlvsqtynKxpm9SV+w5jiouU74roxvgSYRjRM0Cd6KTvXQiLXmGzXYz8rH76Jmgp+Vj99EUWv2/asvuNUG7PtNV7vT+1ZvzTVBvD7bUZj42F1MkG1ft44wMgqzAZ2FVLV7tJOK3kidJFW2Qew2e9qn+I4YpobXto0fGccwzjYVXp7SKKTmhjROYb8oxXLOK3NnXjb2pDhbnnqo67O6alOgJAyD9VWVNtu+qdxFMBrc6d+AfqoRjY0pUhnMQ5HNvjfevZP3KZz6KEz/16f7RXjFmya9mfcob+idP4/cfaK6MSpnNldo2ShQoV0HOeINQX9v3ZznE0n9I1X9Ytm1CDEWzKcjzqd1th98rhAygds+d8fhGmsKxoW5CrZ64NfOwTi7XZ9BJpxplZeyvDbcotySfrp/w+kkcZguYWUqcjwqQvbsIvyjBPeaZ2hV2DJIHyeqmuyTlLG93BzKlNbSaZicBVwqjajK2N+q1xGRY9ycdKbSXUcakE5/RXnLnhHeuFyPO0DnGMAV3HMVwelMBdBkzkDHnS63EeQecA476EosKaOahFb+rstzK0UeeYMvUHuo1hcTQ28L3CS3Fym0JC7GkZWW5QxgoxfOzbinUOqx2USxakjxqowrgZGKdJ7VHsRPlsjLGaSDXp5blAkhfmZeuNs1ELqUNveT+uW/aBpWbJJB391OH1FZdXnuIm2yXGfDoKMlrFqUnrCMpz84k9DjeuyKSbcvoJK2koPk6dUsp7uFmRo98sVckqMedN7rUYZUaOCKV8nPO79PcBUlJpdvbnmZlAYEKSRucU2dLS0jZEKy3DfNC7jJG2T0FZTh5WxZQyU7dF1g1GXUdW0xYIEjVItmuMgOcAbY3zVjTTLpmUnkjlcFy6zsVYg9CPDBqgafrl/Fdx3E0JlkVGVUjXZMjHXxqyWGra/I1tLE55kRl5ez2UEd48a4ckdvoi8eejK5leBpyrYw7EbdCGNQuptICGJHMoIzjurRhwdq1yjNPbpG2W35uu+c/XXIfRHr2r2xlsJLWRsZCNKF+s16mLVYnLbuVnmZtNkUd23g1L0L8C8N6xwjZ3d7pNvPNJHnnYtnOPfWd+mbS7XhzSbKw0xZLf1i5ZnQSMR7A2Iydjmt99DWi3vC3A9pZawkaXkPMpRJVfv23HlWaemPgfiPjfiCC44esFubOANzsJlALMQSBv3V0Um0cLbaaZiOhWt497ax2sKSSMRIElflV8HOCT49POrz6SbVJCup6dETpV0eUMQFYTAe2nIPmgHbpTmf0T8dT8iy6S4WHdX5lIHlsaC2mv8EX3b+o3gyuHMkRljfbcHbb39RRlyWwTUU4y6M0ErCDlKDbYHwqz6FoMuo8IXVxLPDBA8xVZZOisgBwfI5P0Uvpc2g3s0cOqaLqMcfO8ksliCXct0GCNlHh51M2/DF3cNNoulRvFA6hhPKGCuepDHp5e+lk+OS0YR+a7K1wxwNqetzmKLsEi5DI8plBwgOCVHee8DvphZaJdWWrXXbRMILRyrO22c/N+mtC0T0b8RaEl3NPBptyGTlhCzFijZyCBtj35prYcAarEZm1C9s2vHPOflmfb4ik39oeUce2Ml3zwWf0VknTNTLrjMsfKO4bGtmuJP7SwAHYBayXgrSrvSoLuG4nikDyKxKg7DB23rS54i2mRK7lsYBydiPdUyMkZ16UZUMlyuQWFoBjPTLiqNrF/wAMy6BZQaXGov4irZVSCm2G5z35q3ekvl9avUUb+rIuw/Kqq8PejbWNUsY7m2a3W2I5mkkblA99ejimoI4ZxskvRrbafezz+t5aXI5Vbpih6R/RzNaTXGtaIva2cic08I+dESOo/Jqx8IejrU7K9ju2urR4l2dEkIYj4irxIG091ja5Vn/EcjJ/XUfElgyPJHplHGOaGx+R5nitpDqMbqqZgCEqxxzbVNW+py2K6u3qyc93ykMsgzGFx+qtX4g9H44mvV1Hh22SO9JAu4FYKjD8de4HxFXD+wjwrNpHLLNfpK65ebtRkHv2xivocGTRLFDM23L/AB6o8HUYdXPLPEl8P+fqVX0DWMNz6MdS1IM5nlvJefPQHA2H01l+r8Qra2JtdLE1rfRSSBpVOOYMdyfGvQHo+4DvuF9E1PS0+Wja4laGQkLzoQApI7qrOoehWKTT5uzgvZbrd1ft4883h06Zry9LNPVZMklV1+Z6eqi/d8eNc1f5GG6Np2p6w89w0VzdJGnKxjQsT9FEv4JI7iJbjTLu3hBCq0kbKOniRW68G8K8V8L6eYobV4JmU85jZWDDO1RvGun8X64ILLU7e8e07YScixADIB3yBnG9d020241X4nLiabW7v8DGxGc9/wBNLRwkn5xH+dSAhGdyn8oUvFBGfnSRD/OFRseh5BbEMrdqBg5/dB+upK1XluOYvHgow2cHfFRcVtbn51xCP86nlvb2SOG9bhBHmf1VrBRceBLuK0vLppn5FMWM4J7/ACp/xxM+rcKeraRc8t0JA/tqwVlAORnHhURwnNbpcXPLOkvyW/KDtv5ipjXCTw9JyKOblOM+Yp9m6JPfskvUpPA2ZdADkYYyHK+ffVmhh/bi7DKjFQ/A0Qh0nkK4HaNgYq221uDdF8YGOteTl44PWhzydngA0y8fl/vD79/Q1lF0NgRg7Ctn1BOXRr3uHq7/ANE1jRj5raDbqoo4HwwZFyhlCwjS5A7x+imE8aO8khjEjpFlQRmntqnaXEiOcAycpPhTuXTvVZrllmWRTBgMFIxv59ahmklmS+jLY1+7f4lYvNLtbnXrG0jmZI5zylmGCv8A77q2jhj0baI+kQyXPDvbzsM5lD82O7O4rDuNraWx1KyUz+26iQOoK8vTFTuk8ecST3VtawXMss0+yc14R9JPT41mpZccXFgtRk7RpnFHAmnWumzyJw/FbKgyXVWBA9+dqQ9H+iaXDaOq2Fu/tbvNGJC3xIqK0D0trYL6rrCWskiZWUyq0uT+duCKlJfSlw3NdSXTzrGWwOzt7dgowMbDFT2ZI8FYOL5Ze9Q0+xvtMeO5t7F2RClussaDlOOijFUfgTSdVvrB9R4g0e3sZbS65I/2kISygbEbb799VjjPju6jm0jiDQZJo7IPJAqSR8jM4APMD4d1PLf0za/qNnZwXenT3SXUvZxZnAEjr3DbqMissUqf1A5R3X6Gk8Qu33lnjiwDIVXlCjDHmHd31E33DOpT2Ux9RPZlT3KPjVKfXOKOO5G0nSdAnt1gukFzPE5YwlT0J2A91WLSOEvSrHaSB9RsY/aKrHccrFl7jkdM08YzigT2ydkvxS4g4dkjU4XlVAPoFUW0IEgO3nUO3EPEFzxFqGja5cpJ6oWVkjjCjmBHhWk+j/hWx16wmubu5uEeOQpyR4Axjrn408Y7eGJN73wQNnbEklbWSTHfG+Kd8nKwDw3MXhzyZFaK/AejiFgDctJj2WMmMHHlVN0OKK31iC3uVDp2pjZJDzDPTvqlk3FkLPjJI5u4eyaIpGRvKK1yPTrJfmWUPwjFVPiThy+m1cyadat2MigkKoCqaZSM4UVaNs5wznboaeBWyChYbDoM1Kx8JasRloY1JXBzIOtUvjb0e8YXuvRSaNewQKYFAiF4UYkdTy46edOmJRZUWUj5438UpdBMBs0Rx4pWY3PBvpU01Q8bXU4H+BuUk+o1AXnF3GmjydlqM1xbSjqLm2A+0UbNRuKpKc8/ZgH8UGjckg9pVQtt7JJFYxo3pF4ovdQtbKEWVxNcSLEnNDjJJx3VscujcXW8ZZJtCu2A+ZyyRZPv3FBzUezKDl0dd5e+0Q+6Q03kJLAmzIx4SD9VVDijjbW+FriKLXeHooxLnkeK65lbHXBxUUnpdsHHyul3Sn8mRWp07JuLRe5ZFAObaUf5wpnJJltoZh5nFVeP0n6JMPlIL2L3oG+w0ccf8PyH+6Jk/OhNMpIDiydGT222CRRrCVY9Qg5w+C8YBC535hTO0v7e+tTdWcglgdfZYAjOD50rZ3B9dt8qT8pGdvNhVE+hGuWeyKFChXOdBjf3VuP7FRJA21C3O/vavNVzpmlalwtb6hELezuooijO7gesOMeyiDJ5t85PWvR/3XLmP0ROwxn1+Dr/AJ1eM7HijVbC2mt7WZI45UMbDs1bYkHbI26DpXNmxSm7iehptTHFjp+o5u+eCVnfmliJIKjbHT/ZQtrhZryF4zsZWbfYjJ6UzS+ubuImS4bPeMACnXD8FtPqcMN0naRnJPte7wqeylUuy+XM5q49Mb6tO8esTdm5VwwIOds4qZ0ziDUYYXgCwuksZikkK7svUqSNjmleJuHo3uCulQrGitvv1qIsrS9tInjlWZYS3tcqEgnG29Fxi4Ijp5tSotsF9o0n3ujvdKVbiFge0iGMhjkb7hj760/S9Y4HvbDs9R1bWbSNvYaNLeEBT+cozWNmKWOwZ0PMES3CvG3MvNn8XvOKNqltdxm5eGVDbF2LIqAMTjrXJLHFtf35PS3SSa/Tg9GW+ncHXOh2cHDmrWwtIldZ3luV7ZubO5U433rKvSBoGm8PwRvpGtrqBkk7MQIUMijGeYkbYqj2lrEeGdS1JwVuYbuCNGzgBGB5sj3io6znjO4t4ZRzElsnn92c9PCjHTqLcl59nDGNS4ZJ282oWzLNaXLxyq3sEcuOYdNxV44S4n4lOsw8s9zqCvE7NESI8Y29lts1V9Ch024hT12W9hYEt7EQYY37qvvDekcNQNbva6vK0qxkFJZ+zOSd9iNqWeSMeJF0uLXZY09ImvW8EpltdVhRVICtCJV9xJXpVK4ecy8Q2TbBnnDY6dTmtJj9XtGCxpOykkZ5ywI7sEVEJb2kN4JNMhsY5UbK9sjcwb371KWRS+ViOL80l+A513Q5NYae1lgnlSQIB2LAHY576X4fn4Y1XTNP01uHtVvTpUjLG6yAPG+dyNgDuKR1C/4jh9uC2e62zy2QVvtINS/C82v6jZtLc2t5ZBWwsLlFZ/MAHNNDhcE3FPh9E7faVpXEFzbtPZ65C0IKr6xaK4G+eualrjgrh+2it5blLKOSPcyu4hZj5jcVS+Nru+0215Wgb1nlyhecso96r+uskXjXU11+WC4gsXiWIN7UJzknxJNWUtyaol4e2qZsuq6bp1tcwTWfEWmiG15uyg5uc+187JA+isx1WCz0/Vre4XUZbkG5E+EiyvssD1wD3U5i4h0y+TN3DJBCYu0MiSEKW8OXu76q/FN3odzpry6TcwTSpg4V2OfLc7GljDnoZ8dMv0fFk15rMMVvfym+vbj5JFXkYjBwObuO+POpbhrVuKFsr+G507VXd5eaJ+1yqAEjLDGcZB89q87QzXdpdQX9tfQvJG6yRdnIeaNhuOten77jT75aLw1eaRf20F8B2t32sJUPzKAebHzsbn371aWKMYdk1lyZJpVyZh6TdSuk4n0OTke3v4sv2WA7IS+Qe/JPWtf9HWuXep8I215cSI5gkMU7FxGSS7A+7lGD51hnGMlxBxBoHrGpWt9dI7OblUJBzJkc2Rk4qycOXIteD4NMvb5re7S+lupVjUkOhO2TsBtUMs0lugrOrFByqM3XqWSfh/VrmJRqMxmtri6WUTNI4Vlz+5qi7Y8/jUZq3rvD3Fk8d2jPC6W0igEMVVOYcvXrvSer8YcK2ehNpFxdyzRkEY7X2t15TgLk1XvvpZcWX9tJHb3Qhhj9XWR0YBgAAg38Klj3yqco0UnsjB44u/8A0m9Qv7XUNUnnEjwgkAh4iSuBg9KccN3mkRcF3+galduTcyS4kiRk9lsYOetU+W2s5tQMHZiFGlYAgMTnGTuO/Y1Zhwhpa6cp06DU2kf2zIt26vsQO/5vU7eVXSSOVRSfBWtZ4TsY9Ait57tOw0+NtopCxcNliRtvUXFwQ8sKPBFfSRDGHWIt07sgVbdU0Y6bZSj17VJopCIjHcyh0CscFjt3UjoOuanNd6nZpqupw28CN6vKkEbJK46BiAMA+Oaz5XwsouO0QnEllewaQ/qltK1yrLyqUOevhVbudS4iuLdIbxJ3hjHKivEcL5DFX6S41GVgNQ1fnO+8MZ5iPgeUfXTm0u7hInSykupndgMyHnPTuHSo+JHGq4ZVxcnZkjWPrkN011bdl2ag8yI3MSdth31DxaDe3UvJZ2F9KSeXaPOD7xW6W/DupQ8l1fItpDuxad+UnPlURxFxja6Exe2dTLgcoUFVOPAd/wAavi1M3xGNksuGHcmGtdPl0yJ9O4oe+sLiDljXsLJZk5eXY83Nud/qok3EnB8N/bz6Xf2aP0PremSSsjr+HzBhgH8UA4qnwekjXJkukS9mjjkI+TTlAx5AggfCqPLPLLfPPIoeSSQuOYbk58q64Qb+dHNPIq+F8Fs4k1q01OftbfSNMt55GbnmgB9s5+fgn2SfA1AXEgXtUbYmNc9+9O7W45gi+opI3Zr8/fAz1GOmaXvoVnsolSxSOZc88gJBcdwPuoVzydDnFRpf7waf9x3j+yzdYbP9q5u78uOva1eNfuRYIYfSjchYJEl+9cuWL5U+3H3Yr2VXTF2jzZ9grzL90GiyelGzV0LA2MWCD09t69NV5z9PcKt6R7FyoJ9TXf3F6GTo2PspLKDgE4B76oXESs9y8aEspmzny2q/zAclUXWEK38uQcJhgB3j/wDdQSHlyjVfQHp8j+ka4vDgpEoRfghP6a0fgu1NyuvOjRJMl4Crt1HXpTL0H8O3OlaDccQSRNPJfIGhgVhkdxOT06U79FVkusWesvqEKM7XIbkxgJkHaqqG5E7otyTR29tcNcR9rEIlYuzrhiM527qyXi6wv+JZobvT4LbslYlX58Fkznf45wa2S64ctZbbsI1MaYAwrbAe6mUfDEltCIrVwoQcqbAgD/2auSnDeqZ58u+HtVnhjEVt2vtEexIOtXfgXRr+w4I4pt7+3khknZCgfGT7JyNqvkPDmqRE8wt35XyrYCkKR7Q8/Gn+p2jW9ipWNou0mj59g4znr7qly+WLjwRxu0eUeIovVNU0pmBHyYBPkVxV64UiMekx83Usx+umvpwsbHT+JooElIOCFwuPZBwTttgZ+qpPTBCtvGIsMnIMHOQfOuWUeTsg+B85A76PZn9tRHIOQaRndQSAifRUdwxeST3HZyMCI2IXbuoVyPdlslO1MLk4b4U7kbamdwCXHhg0KGRK6Soc2gJC/Iucn30fWNVuNO0xp47hogmMDOwz3UnpowLTzhb+lUfxxcGy0F7koZIopEeRQM5UHOCPAnFO1caEv4gutPc6lonDlxcT8zTanECucqDk/qrHPS9PNpXFepWT8pgZy8aqwwufADu26Vpsl80nDnDOT7H3zQxkDHs5JGB4VWuIrHR9b1viM6yuTFdRlZFYBwv4QGfGo44PdQc3MXRQuD5udJGurXtVYgRO2SVwOid+T4jpV9+8q3ej26u03yR2heQ46dMjcUlotpYWVrJ974QiljhieZsZ238KnbJs2TY/GNU2/FRKPEaMl1TSYtM122t4ZZ+xkkEjRykAoRlsZ7+nWtn4G9I8HC/D9lZNYzv6wpneRCD1PhVU4pl0+HTkn1GKFuWdQrunMwz1Ax5A1F6xPbl0mtAEtiD2Y6YTOwpcqfFD4qs9D6Tx/PrVxHawWssXaBiHkGwC4znw6j6aX1O0vHLTCSN89QtZbwTeXNtqFksxRRLFJMXz8/m5fZA8RgVpY1AsnWuByyOXJ1bIpcEHcNIGIfII7qaO2dzUtfFJ9z87xqImUqSDXoYnaOaaphGNFzmgTtXK6ERbO0FJ7SP86uxMFlXnxy+dC4Ze2iMeMZ7qZIUF+x9XkHkaot389vfV4vTmJ/cao12fbatMfGVv0gXktnp9nLA3K3MR0z3CmEl1zpE3ioJHSnPpBv8A1SHSU9XjnWZypD92w6VWHnkW4ALHlOdie6oyjZ0QdImlbmkzVV4j21aXbuH2VORzYw2ar2vSiXUXbIzgZoQVMab4I8mvZ/3J3/wmT+P3H2ivF5Nez/uTf/hKn8fuPtFXh2c+To2ahQoVUieEb1ohqN40yrzdvJ849PaNINfwxJ7DQKfM1E6rp0j6pel5G3nk6t+WaafepCQWkG3nXi7MabuR7j8SXkONVuILw4e4RSO5QTRrC8srKHlWVic5yR1pFdPs03ds0qkdkhHLGSaZzht280aOCaludD86vbtF7L83uzmm7XULA4hd8+WM/TQVogPYtz78Uosj9BCoHnUbjH5UdHhSl2xLtnJ9m0GPympYPOwVUtYhk45jk4owmlJxzRKfAdaVHanrM2PIUJZa8hlpk/MS9TuHI7SRY/OP2TTmWB5rfsZrlihGPaOTUe93AJ4kftmZ25Qe7NSSxIAfZB99TnOSpspjww5SE7SztLVmZGy7dSdzSvq1tIx5bZnJ6nGAaaWt1OdV7B0RYuzLbLvmpK8R3tH7NihCk5Bx3UspSUqb7HWODXCDLaIeXNsmR05qc26RSs8cfYcyD2lG+Kb6Jzfem27QsX5N89aU0yzNrqF3OcCOVUAJPh1qMnzJN9DxiuGkPIJI0v47VnYTOpYBV2wKmIJ+TUba1aORllBPac+wwM1AzXWnw6hFczXcSyIGUKDknPup9FxPpq9myRyzMjHDY5Qp+P6qm8Mp/LFlotN0Wu2imOqiIwRm0MZIYjLFtvq61d+D4FFmylR7OPtNZWONLkpyxRQoAehyxx41pfBWqQDRLeSUnnkU8xCk5IO/TpVMGnniyRlP/eBNbCXgNhuJ7+aGG8ghcxKT7bDruBsKt/COnjTuG7SAqVkKdo4/KO+9Zleajb6lxRDbFwls9wGkZtvZGDj6q1mG/tLgZhnhYDoA4r1o9uR8/NUkh9pjlYnGT89u+mnFczfsfvOV3BK4GG8aWsXQxuVddnbofOmfEQVtNZObIYjancuCShzZT/RfJIl1qMCSMqh+YYPkM1ctTLuhV3Lqe5sEGqX6PMrqV+xYBWY499XS9K9jjYn30mN3EfLGpGJcUxzafxSI45ZFhkj5goYgYz4UpaPiWQ+BxTn0kYTXrBiN2jb+kKh47vCzGMc3tgZ6ChdcDxjaLDZzBXl5jgEjc/GrU90zaepGQuxyR4eVZdb6g5mcxtzSlhgHoN6mI9Wv457czTY7MkSRpsrjf/ZUcmoWPh9lselll/AiuNZDdcQLFGe1F7FEUK7kqCc4q0yzX+laZa27AiwTdVQ45W/K86oPExuTp2myWsrJcwySQLKNuUE8w3prw9PxlrWtWumTSs0M59p35SAg6nyP6a68GXxce+zgzYWszxRRolnqt9Jfc9uSAfnAn2QPOq7res3P3wlN1lXB27tu7H661G20OGxskj9SBToQwkyx8SeWq3qGl6RfXHy2mnKghSJM9O7FTlmknTiy0dPHykiAj4u1PSrW3lgvRYGfZZRjmI78+VL6j6ReILPRpryDia0uXRciBkUsfqqYl4Y0HVIo/vjFdIoX2ezdSU/zebyqj8d8H2empbx6Ot72N1hO1uGUANzbgDqcDfau/HmhHFzH8zly6abyfDL8iy6J6XdfkDm/1aCCNJBGJWtu0B2BJwPDPSuW/p91mK+aKW2tZrcOQsrQMhZc7EgHaq7pFrp3M9s63J0iNyLpYyvPKTjdSehFV7S4eHZbSR9T1O/sLgSyBVe3LLyBiF3Gd8YzUMOdZbkn5lc+neFqMl5G3WXpua4uZLdrbS8pEJO1a4eNDk45d1zmmd16WNT1A37R2GlC3s4wxmSVpCQxA9npjfxrG7DRdKv9fv4rfiK29WEcbRzOQnaEjdQGxuK5Gq6DDxdZWsoulkECmbI23B2xtirOTolGCbItY487yx/A04jig751HuB/VREUGjSPHB2XOPnsFHl516VnltX0O4orQfOuD8ENOoIbKR+SOZzJykgFCM4pGKNGwcAjypaDsortWJVPYbdmA7qawUWv0exxLf3QaEygw/N+NXeaMSWwjWx2IxvWdcGcS6dol/PNdXUA54+QDnHXNXO544t+wJhUscbYFRnKd/D0VhGO25EZHp1zFzpFahV5iRy7CpWy028fGQEPmapOocd3jyEQgKKi34v1F2Py7D415U3luj0oqFWa9eaPIdIvA9wgJhcfUaxa5VIFVFYZXAKH9Bo+ocR6hcWcsbXTKGXBwTuKqMl67furMSD86qYE+VJiZK7RLaeUOo+3lUMwz34FT2vG2UTiCRn+T6tgbZqs6EqXF5Es7ssLyoHdOoXO5HnWkT6LwpFxDbwzXN3Ppz2rNcGWfdmDeyAR0qOqj+9Uvox8Elta+qMu9KQhfXNFhCntBAvaAd+elRWl6k8GpaLPFb26taW7J7TKokznc+e/fVh9K/3sl9INo+gxdnarbK2AxbLKDk5PuFSWi8Kvd3+jQynPa6cblsqOpYD9NHG44sMVL0M4uU3RmeuzPd6hfymNFaSYEhOgPgPKrBxXLFLDoctvbxoYIljePZWZuYbkeB8af6vwvMmuara28qosF3bxMeXYM/zMb9PfUhxVoTWt1CmqasWWIw8xjgBYlnwNwcDoTVfEi2hdj5IDWNRuLzgzRLF7JI4LXtXWcv8APJztjypLRZYm0/Q4zcNDNb3kknaCRQYQSN+U9c4qdvZLe24S09redzJFLLGMoAQMON/HJp1w1pcctpb3CW9lIimTmDxBizc2APLbelc1GIdtui5/c96yqcQ8RWXrBmSWftg5Pz87c3vrenkJ2AJ91eXvR3ey6b6Q76MosMMbgciKFCg//uvQI4gmtJWWe1Mtqd45YjvjwYU6abD0jNuLfRlq9/6R73VtKijFnexBpHlkChJNgwx17s1feAeErrh63uFvLyORpiDyRA4XHmetTMPEFlKM88iHwZaVa/s5iD64Ux3BytV2Ed6skBbR94ZvfSEemWUUpkS1hWQnmLcgznxpFZLNxjt1f3y0aOO1X5ixn/Oz+mmo12PD2a/OZB7yKI7wKMtJGB45oipCf71Gf80Gllx3KB7hWoFkJdakbu5ay0gp2qgGW5lGI4gfxQfnt5dPGnlhpFvZq7LzyzybyTyHmdz5nuHkNqc3t1bW8Ya8kjRGPKDJ0J8N6am405jzLPEDjqj4rUaxwYFppf6XaX8BhvbaG5iI3SVA4+uiS3sES5S/BwPmsQ2aFhqBu3YRcjquOZun0VqNZUbf0W8NWPEMGs6bZtaXUJJVI2+SJIxnlPQ+6py6gmt93Hsd7DoBViODRHUMpBAIPdSTx7h45Np5k44tG4z9Jmj6UOY2+8s2O6PO5+gY+NaZqHo84SvogkuiWyYGA0OY2+kVZTwfptnrt3rdjB2d9PEIn39kKN/ZHdnvoryYUnNJNtNJDwSabMN9IXop0vSdJu9R0e/miaBDIbec8wYDqA3UfGsXBOM5r0H6Z9Q7Phi4TmCm5kWEEnuzk/ZXn54wN+dT7jV0qVM57t8Gt8CvjhK29z/0qnbB/wC2Fv8Anx/0hVb4KbHClr7m/pVN2T/t+2/hI/6QqsX0SkrbPblChQqZUxL7r849ED/x+D/1V4a6717k+6//APhA/wDH4P8A1V4qjtoGsg3MTMT3dwpZSUex4wc+hvbFQ3tY8N6sfDSrFqsJKcyEEj6qiLaGIkBAxbzqy6RCedSzsDXNlmujqhFqNF2triGSZsW6/RSOvss2nnnjMYDdQ2OgPdSFqApySxz30XVOZ7Vlj9rv39xpFdCwtSKi3Zw2Ty28kqXMVpbvGQSAGz7RIpe6M80d1Kh5mNt2zMBuDg5NM7kMyyLNlGFvCrnG47ulI3kMyXT9lMQvZBCR0YAHIp9q3I6ZTaiybS0Y8Aa5K8Evs3doDIWGF5kJ3Gd81FaJFHFDbTqEEmZAzdTjHfSI1S5i4Zu7PtJBFcPE7qejFehNI6dMBBDzRjIDe1vk57qzXD/Ekp8/Ul9H1kp2Vxeu8saSszKO9Qp2x9FG1nX7Wbh2yi0+TkuIJMEFPadTn5x8qr9rOlrCrSRiROcr7XQfCrPoeq2Ud7bgW8CxKwJBQbig4JO6M8jlw2SnCusLNBFzahcWtx0zG3s5ztt3VbIddvreXNxLbXa52LjDH4irNd2voy4mMeoavqlppN0yKnYadAY2Qjx7mPwqvcTejuSWaEcEatLrsbqXZHtzG0Y7va+aSfhXNk0zu49HZDUYpRqSpk1p/GFlPhbi2mh3xzRNzj66t+m69ZPblYb8c4Psh/ZP11iGo8NcVcPWskmp6FqNrAp9qbsyyDzyNqRsNbuGVflVdTnbbrUXicO0NsU/kZu9y8d+OS5hjuE6gjf6xUcNL4cjjkjm0WCR26OzsWH01m1jxAsUoKytHytjCnbepO34wuGIX1iOXBIxKgP10nPaYjxSXaLFr3DXD97pbxaQPvXc4+fKWZcb5GBn6e6sqtPR9xJZXQm01tO1DkPMptLxObP5j4J+itKg1mDUISZ7JmQ7dpA36KjruHSB7NvdvbyNuFmiOPpp4ZZw8rJShGRm2rcO61aP2mp6DqFoTkl0s2w2fMEiml3qNhtFpdrqNlOq7vJdk7gb+zgYzWv6G+rWl9CtneM0XMMmC4OMZ8M4rbmttK1CALqOn2c8hAUmaBCT7zjNXjm3doR4WumeIZ7q6lWSSeeR3VRyOzZI37qN2sjyB7iR58bkSuSDjuNemOIOG+E5tbgsZtAtAkzchaBimN/DpTnWvQdw1NHA9lftpskTh8vGsgbHQEZFGORXRnBpIyDR9LutRkn+9uhWcMACF0WMqFydyHO/vx4VdDpUqssl9MgiYtKSh5RgbZz346U41LRdT0q+hN1xUk6R87rJBbntCW23B2BwPOiXUlj22X/bkkZCrJePz4Hkgwo+iozzRKxxS9Cv2Gnql2TpaXk8/Pkvbt3Z7z0H01d1v7zs83Etpp4xuIR20hI8fwR18TUU2p8yY7dezH4K4Cj4Dao1rmSfmSFOZSer7/VXO878kWhiXmSF81pcwSSOzSuB+6XDB9/zfmj6KhIdMm1CQCAPPv0XYfqqWSxtba1Pr0oLN+AP1CkbzXltEwrrYwr0dj19yiio5MrvyGlKGPhDyDhuKzUTatOkKDflEgyfL/8AVKXOraZo9tmzCwg7iaXZjj8VRufjWf6vxO0lwfvcWnlY47aUZPwHQCp3QPR7fa9aDWNU1rSoYQ/KY57j2s+DY6Zrox4I+XL+xHJkaVz4X3GN3e67xhePBw7bXepXKqSzEZ5F8fACn2s8AaXw1p9u/GV1NqrzxZW1t+aF4H68zZ+djpirzfahZcP2yfePSOHElSPkZ7e7dWPjhj1z51jfE+qw3dw9zOiRcvzoxO7hvHHdXWkorjs5HNz4rgqOs2OlQyObOIRgAsoeUoTj37ZqCBimuIWtzOI4+XCytzcpzvjyqT1pXu5OUI8NtjtI42yeY+RO/Soa2Ru3KhuVQc4FVxvjuxZwfDqkW2xjghKkMSwTkJ8RnNSqzRmPcD6KrsDNgVKwjKDIqUsiHUODXvuX+z/sn3JQb/e6Xf8Az469ZV5O+5diKeki4Y/4ulH+ulesavglujZy5Y7ZUCvOfp5m5fSTZIQMeoqR/KevRleZPujLtrf0iWpQgcthGTnv9p9qfJ0LDsq8z+zWd6zfyNrjtbOVkX2VYb43wPrzVvuNQRrQyKdiPrqjK8a3DtKPaeUYz4DNSobzPTPoH4wNzcxaTcTKVntkcJ0KSgb/AAYA/EVePRbyvc8RMB867B+qvLvBOtzcOX9prFmqy+rwnPMdmAJwfdXpH0NXLXNhqd1tmaWOQ7eK52+mqw6oWXZpxA8BQ5QDnakY5+0Awpwdsmgryc/fy+7FOIKkDGaiuISv3vV2HsLIpOfI1JsGYeBxVc4/doeGL6TpyxOc56HlOKD6MebvTVqKXXH8bMEljfMRcdAD3D6aa8DXbGwe0lPyto5ix4r+CfoqN0SA6rp8F7cjnNsGYs3ee4fXRtKzZcR3SgjkmVWx39M5rkfdl4vhIuF1OEckmoTg25Dao6Z/CNVv0iahdRWnaWty8PI2TyHHMDUT6Kry4l4pQyTO6EMCCcgnxojpcWbtK2/XrTSfORvSs7YIptO45x8aVdDLskRewadZ2txdErEsJBIGce1UFxPxJ65pcsOlW3rKSIQZBIAUbuIHfvTzXLiKHhyTtn5Q9nJGoxuzEnCjzNZvpUssN1FFAXheNQHjzkuQvRgenXb3VTbJrgnuinyiTutX1H716Wl3p5jFnOjqFbmL46nbp1qp8R3D3kmtSyW8kXrDqyh+udx+qrMusyXA5JIU50kIG/d3Go6+7G9SQSwt7XtYxnGO+pVOL5Q7cJLhheG7m3j0qBDNIJDEoYFdtqstnfQR2vI0oJJz0qvpc23Iq5iTlAULgADalBHbyjKsmfEHFKppPk3hPyYlxravqemxpao0zpMGAj3PTFRGoMUtbeKXIKALIvgR1FTMumyAFonKsDsOaou+juEt/lYgZWBUEnnX3mn3xkKoNMmODb+S5vbRXTNxDNzxncgRsDzEj4DFaxHdHA3rHOENRayuCdQJchBFEUXOFzmtGg1W2ZQDIVP5Qqcox3UynNWixifm76TkPNTC2uY5DhJFY+ANOeaqxj6EpP1CsMUWjE5opqqJSOHworYDx4H4VHokmOeP84U3kIxS6/cXHkaoV22Hf31e7k5if3GqFefPb30ZDwK5xvZyXh0R4wCsUpZsnH4Iqs3ltNHIrOo2BOzCrTxfey20WkwxBMTuwJIyRhM7VQIZGbllY+0+STSUVTVD9pxDE7t0UZqr9oWlLyE9pIeY1JavKTBHCP742/uFRV6pS7jAO/ICaKRpSvgXzXtL7kz/AOEqfx+4+0V4kErL87BFe2fuSTn0Rof+/wBx9opodi5OjaKFChVCJ8+dWCJqV6ZJ8Dt5Opx+EaRjSJ05lYsDuDnrSGv2x9c1Akj92k/pmjWJAsoh4KK8OceLTPpYSt00OQiDcKKaS3borGNFGOmadc3gK4Y1aJhhQSKRNL5kVab6O6bM09nHJIBzN1xS8ydpEyjqfOm1pGYIFjLZx4UpJe20BzLPGp82pWm5fCMmlH4mM47bsdWtix3wenuqbVsCoaXXLYnMatKw7wuMfE0zfX5CSIokQj8Y5NUeHLkq0Tjlxw6ZN3NorSQNHy8yOGOTT/tVjGXZVH5RxVEm1e8eUh5yF7gg5aayTsZgWJbI/COap7lKSSkxPe4xtxRd59T06O57XtQ8oHL8nltqbScUKEItrcsR3yNj6hVQeQiYEHAYUOb5dvA71WOjxrvklLVSbLBPxPfSR80bpEM7hF3x7zTGbUZ5pV7aaSRWGcMxxUWp9mRffXWb2Y28DV44oR6RN5pPskFkZVOMZVqlLSQkuMncZqFBJMmO9QakrBsvGfFcVmjq08/iLLatzFCD85cGtr9Fsxfh4qDuodf01hti45Y9+hxWn+jbiXStHtZ4tWuxbBnJTKk5yMd1ceoTpNeTPVzrxMDiXHhe27XiO8dxzrDGcFt/abH6KuyQRcuezjyNt0FRvCVpBepc3dgxkiuHDK/Zso5QMDqBVk9UaAc7WU14O+OGRVb6CRn6abHJTjwj5rNFxlyEsbK3ZS5t4sljuFxSes2UE1m6LF7fcFJBJ6CnQ1WCKPkXQNSXfcFo9v8AXront5GV5IniUkEozgkb+I2qWXKoOm0GEd3NMoXC+n3On65c2d4HEhJfl5zkd3UVa7ixBye1nH+fn7a7e/eW31+W/uNQFmsvRpmwpON8d1OXudBaAseJrDxz2yYx9NUwpzvZ0LkajW7sxn0uRi2vdPkDyMeVwQx93hWbQa3d2tol1Lbh7O5mZEOcYK/+zV29NWph76AWlxDcwIzKkgX5wwNx5Vmt1eXE+iohYCK2kURooACjG/x3rfNx9SuOO2O5li0u+xFzb5dubPh31IaTqN1qOrXUMiDKy8sRAwGHvqp2F0Bpdqx/BlKHHup3da3DaxGBobiSTPSJc4+NcufE5vhWd2nlFLujQBwh99pezvNRjg5XVxGtwIyCO/B61PrwdcabZP6hr8sLYJwvI4PvxnPxrH24lnhMXrazSoQGVbq27ZQPPvp9ccfWpt4YvvTpsiISW9ViMTfEH9Fdeng4wUWhdR4kXcNv14V19fMtynXLbmM/FNqsSZIcacz/ANE06h1PW3tllivNMSeSPmQTIQMeLsNxnu671VbDjy2hheZNKaSI55xcQtyjyBU7U6i9JmhiMoujW0WRylkuHXbw+bQW6S+Ndficc0oy/d9fkS1lrXGJuWA0yC478QX/ACLgeAbanuvcQ63q2h2+mXfDs1mYpe2EoPau2xGNht1qJ0vjvQY5HJmt1DnPKZSWUeAOP0UhxX6Qp/UIhw/xHfNJ2gJQhMouPxwAT4YNN82Nwlx/v1GrbkUoxv8A36DMOyxtaSq0a5y0ZGDn3VWuLbC2s9NjNm86XDvhAHPKPE0pqfEut6g6DVrn1iRMFWlReYD3jemV1fy3JVphGxT5p5MYrnxQeKVp8HTmSzQppWQ5sJGhZ7srIFYBmJznPTHjSmj2oc3fZgKkYz1I8NsU34h1u7W6SO3dpFKjmIHf/wCzXNF1hRb3S3Jl7aUAL7Ge+vQe6ULR5KcYZNr8h9a8RQzX0EAjMcUkio80h2RScFseVbWbDgKGOGS4itrgouBI8pbm8yAcV5pglAkGemalVugtusbTcidFXsy30eFeg5N9nnbEui4+mTiLSdR1CzThrmhMCMk7Q+wjdOUY8RvvWXzSySHLu7e9iakJk5oyx3qPI9rFPsE3IPBHyxPKRk8ygfTWxC7jW1APXlHT3Vkcx5bSNR3tk1qUbftVcIoyo3A8q0nt4QYrfyyNkyzeNBEIbqBXZic0kM5764Js7YrgdEL2bZbu7qjWiQ/3vNPMHl3NJiNm7mIqY9CVuOz2UKBnOKcGaXD+0cnA28BmjxWrdeTApxFYM5z0pZMaMfQrl47PrcIb5zQOgJ89q0D763Ntc2lwkjF4rcW4OMYTbb6RUba6LEL1LhyTKqlRncYNTx0hJSCZSc/j0N8GlFmWOSbZWpNUnutY1CQOoMuoWrSFhnaNep92aneO7rTtQ0cyhm7dZoCSI8BgJB+s1wcOpDJM0IRzLJzsc9+POnsnDSXVq0F3cdnC+Cyo2ScHI+yknKCaa8gqDqmRDcITahw1eJbQBpVupREZGx7PPkEfA0tZ8P6ppkKw2xcDJJCncknPWr1azxWluIopCE7/ABPvpcakpAIXOO8/rNcstTPryLLFEzay0HVbfVdR1Ke1lUNgtI5G4AG/0itC0/X0Fgvatk42APWmnEmpsNE1BgwUrA7Z69BWQWHHUUIWPUrWWN8AhkGQw8cGurTuWZPcRyvwnwafq/EbDm7DEfmtZ/xTxtrdne2QsdTmijbZ1GCDuPGuS8YaLMhIlkB8GiOapGv6nb39xE1rzFUJJyuM712wxuDtM555FNco0C+9J2o6ffPBLOzqACGMKnY0tF6XJeXJMbf+Dj7DUFwfcQ3Wqz3E8aEPZoCpAIzzHx91G48jtV0cNBBFG5mTdEANBZ2pbWZ4U47kXTR/SdeX9nqFxHZryW0RdWLModh3dak7D0j3csWhM1qAdRB5uWdvk8LnbxrJtCu+x0PUoAGPO8owPzcU+0mZ2h0IMrg2wxgg964rSnO3yaMYmyX2sTavJCH5xHFk8rNnc99Kw5I86i9Nj5YVz1O9TEC11Yk1FX2c2Vpy4F0U4qMufSFp3DGrDSrhrj1qZVf5OMMoB6ZOal1GBWA8czGX0o3ZY57N0Qe4KKMpUJGNs9AW/pFtZekk498Ip5+zWMqSvbvtn2YxWN6S3ad+DVnsBIGXByKnum+ki22C7bLVPxz6yTElvOpO2ZTj6hS0d/21oxHU7VH3Vqr6e7mMSELnA6+8Uaxh7GzRW+djJqcFOc7n5DylCMKh5lc4w0kavDHETD7BLASoWGT7jtWU6z6P9TFw8lq9o8ZOyBipH01uNykb5JZw3uyKhLyHrySIfInB+uqKSb4J00uSk8O2c+n6DBa3ack0fNzLnPfT+yb+2Fpj/Cx/0hTm9hmDE8rY78DOaZWbNHqdp7KuO1QYOR+EPCmsWrPc9ChQoDGJ/deLzeiJh/8A1C3/APVXkXSrOJYemcjqa9f/AHWg5vRK4/7/AAf+qvJGle1HvjC+FcWsk0uD0NHjTTbFbayRGBKACpe0t8OuCKQCkgY6U+tBuPGuGEnJ2zqnFJcEjGpC4JGcUlMO8YPmaVAPLSMmSNvrrtUqOJx5Iu+sRdRkEKrcoIKjc4ORUfcWlwZpByk58xip7ODjmB7qO45iCfa2x50d3mZ2lRV20WY2Do+ACAOVTk7USHh65KqsaNyeLbVbY1kxvtmnsEMhwAc921a2xLaKPPo/qkNukiKeeU5Ub52Jrl5ZJJDEttbLC5ce0cD4eNWTjbT7u1tLOaKGQSdt7JAJz7J6Y3qtWU8jOZnnBy4B+RJyd/ayfsoNP5rK4snwuLEZLS/gAIKew3NnmJ6VdNP9MfFFhbxxW97iNFwMxIQPqqt3MsbCIy3UeWwSwPLzHPTFP+z0r1G3aSytpJRFhmVc5bPfjvoLK49oo8UZfK6/E0Hgr0u6trNre23EGt+q2ko7N3W3Dvg9QABgDzOamtP0D0OzxhrnWZu0HV/WChPwAxWFXLyYifToTD85CsYwTv8AXTK5ubx4UjEUhYH/AAeKrGSkufuRcHF/D9jbeO/R9wzbWNtf8F8R9s08mBbXbZzj8IMBkD3is/u9K1uxUtLp0zRZI7SFe0UjxyM064F1600Wf1nXNOe/uAMRI8gAQDqeU9T5VsOlenHQrK3UPZXluveBAoH00jxxn9B458kPqYLp+ozQSdXjIYjlyVP0VY7DXZpYEFxyTDvLDetb170gcC8X8O3o1LTI2kAxCWiVZS/cVK7iqLp3oqv9ahEmjreWqOcqbgAxkeRODUZafn4TohrINfvIkaurwsoVcxcu3s9wqYs9e1e35RZ6hIsXLlV5+YH35prqfoX47shI8VlBeoOnq06lj/mnBqo6h98dDvjaaxaz2Vyq4McylWx5ePvFTlDJEvD3bL06/BmjWevXNzLFc3cUUsiHOccpzVlTi6OXHrEcsZA6g8wrDvvsWhXs5GG+euDUlb8QTKkeWDhvGke1/Mh1pp//AK53+JoGt6il9KeymiZu8HY1Dw2c08pI5ACepGcVXbjXbdn7V0Ksmckb5pSfXrb1WeFbho5MZBORjPgamsKl8pPI543U136Fguxa2qhJrpe1G/IgwT8KRgmYB55WSztugdm3+HjVHGsRWwMcI7WU9ZH36UXS7PUeIb5Io5DJJIQivI2FGemP9lUhhUX6sWnJW3SJzU+IvVpWGms0yEAB5tyPcP10vofBnFPF0L3cGnzzQAjL5C5PgCdq0iz9BEljBG91rkAudi/LAXA8hkini6bxHwvZT2eh8SW0sEhLdlLAV5T4hsnFdiwvuZzT1MI8Yf6sacLaD+xGwni1PgeK+uTvHcSSpJjyK5+sVAcRcZ6fd3LW19wXBbTnwIj5vjgZqs8T8dcY6Re9lrLc0LHAnUK6t7iP01BXvFB1WB47y6kmBHsx8gC5+2n+iIVudvlimpy2naNNaWi2wLY7Ey9rv5DuqMuI0u3mN4rQoqhUUDlDE+VJC0uLERXUrxtiRQFGe84otxeveostzhSkqKo38W2rnnktVD+p24sG34p/0GOpyF7u37RgOXmjUAd2Ki7OykYLJj52+1P9QDi4m5lVgrhkyNwOlObG6e3t0imtQ2CcEHB3NPj4iT1MrlRy1t2X5x+FTFrDzMCNwKbQXET4zE6++rBp8aMoAP01y5JVybHyad9zVDyekCduhNhJ/TSvUFebvueIOXjy4fb2bKRf9ZK9I16Gjd4zi1Xzgryn908wX0j2pz7XqER6Z/DevVleUfuop+w9Its+ccunx/03rol0Rj2ZPcX/ACoIySEGWOetE0OIXmqtzqCkMZc/nN/sptAr3cLlkJctkco3b49wqX4ZRbWW4EpXmchQc7ZHUVM3mP7a1LWjjl9gSSxD81h9ma9H+gN5Bw7cRoGLK0cbkDYERjrWGaNac7PE77O3ONuleh/QpB6vpepxjBInXJ8fYFPE18F/CzAgYUjB9o0FE3Z/KKnMOvKetKusrD2WRfhmkjau+Oe5lwO5QFFOCzruqN+ENuoGRVJ9L91y+j/WpYHB7O3Ynl+j9NXVbCAHLB2z15mJqr+kvRJdV4N1DTNNSCNrqMxktsB4Gg1aAedfRvZTXPCurJ7Hq5i7RWO55h3CoLXLh7TVNPl5CV7LlcDyzj7avI4Q17SLSGz0+G3tRHEiNPHcY52A3blx3nxqJuODdXnRvXprR5CSS6ht/P8A/Vcsk0Wj2ZdxlrMN7aPEjR5yNgxJ6049E7L9+w+Tmr9JwJEqcjNEy/hZj6mnWm8J2lo4Ma4I/F2pHk+haMaVWWaeZcbsPpqLu9RgjmXLltjnlGaeQ6eieyMg+J3oSaZb8waRFJFJvfoOoojeJJRNoumzLHI0RhdSQcFMkgHao5eEJ4JrbWpb2GYWsCvHFEhw6qSdyeuxrQLPSYLzThE+BD2Bi5ceJJzmsvMer2nGBS9jmudMsYXthawkgyZbIO34J2yfhXZDpHJk+ZiMd7DJe3L36wKvblIpYhjJO6g+IwRXLC7gvXnMUZAEpQ5GD8B4bVFatObRrmC8tDAEljYIN+UhSAD5kEfRVRtLiZo9Skknkie2XtlGSeZuYYqjVkzQpYreR5InCtKAMqd8Co6axizhQV8Cvd7qjuOYvUptM1WBmS4uWBdYmIeQYBx+ipzUr+2tLSO6uWMAdOcI/wA7p0x41NodMi0OoWUg7G5MluRukgzgjvBqDXje9ikKva28mGICkFTj9dPoNduHEdzc2aRWExKxyZ9oHuzVIlb9uSNEGCsxK56jel8KMu0N4sl0zSLrXJ4bETRxQLMw2XqckZ+ij2+o381rHJOEiYjJXl7/ACptPqEFoNNF1AXimTk7YjdX2wCKT1e4trbVYY3RhHMByTI/Vs9D3YoeBD0N40/Ut3CSySXhmll5jHggKfHxq+RyZAqi8H8ga4ChlYNhlZsnI76uULbYptqjwhN7fLY85tqFIgnxowfesAUJpOXrGfyhQzRJW3T84UyALXH7k/uqh3vz299Xu4/cnqi3ijmYs3f076Mx4FP9IsiRadpkjSmIiQ8rAZ35apMMiEKsc8MgHQZwatPpRbn0OyOMBbgqPdy1mXfQUbRRyonL8lruPmQoFTr1B86Q4jtuxuo3DBlaMUhp13NBzqjcysuCjjmU/A1OXFqNVtUkbmjlUFcd2B4Vq2ir4rKsoOQcbV7i+5F/+EMf8fuPtWvGLaPOnRlI8xXtH7kuJofRKiPjPr9x0960YyTfBpxaXJs9ChQpyR8+9aMZv70ScoXt5M5OPwjUS+pWVuvL2ynHQJvUHrT82sX3OzP+2JPnHP4ZphI2MEDFeetKvNnsvVyq0ixya6mD2EDv5seWmT61dSfN7OIeQyai1cnrSYJDmqxwQXkTlqJvzHtzczSYaSaR9+hOBRUccuAAM+VIHeNq7EelOlS4FUviDxSkHBPSuO2JifEZpLpK3vo8hyVPwpqApNoNJ85T5UJfwDXJPmqfA12XeIeRoGb7DOdkNcZvbU+Vcf8AcgR3Gg/RTWC2HX91PnQB+Q8waL0kGO8U+03Sr3UWdLS3dwT88jCj40smoq5MMbk6S5E4D8qnmMVKaYryGNYlLuGxhRk1ZNG4MS3aKfVFlvEjIZ7e3PIWHeAxrVtD4l4J02AQw6W2mkdUlsmJ/lDOa5VqYZL2Ozq+PT05RZm2kaFNLIFupPVkLZBwWP1VoGjWmn6bKsmmXMSX6nKXF5Dzr5+zUpc8b8OEFbOzurtz0EVkVX6Tio4XUc7mVYPV1fcQk83L8a4M+eWJptp/Y7IZp6iLik4osF96SeK9Gh5prrRLpIyoPYRuuQeh32x44qZsOL+IdQ5ZdRks405QeSBdwfHmP2VUI+E5uIrO5IkNtHJjkYgYJU528tqsdhwnPBCpubpZ3XAARWVeXv6HOa65PJmxpLzPJXhYcjvyHmmcUR6nEZrWVpFLMC/LgZBwff76Sm460K2me21a6uLeZDg88Lch9zAUVtAttPtpHtp54lUlmAHMAO/Iqn6zrWjrHka7Z3HgoTcVzPD4XxOKZ1RyrMtsZP8AoXYekHhuVFtoNYjl5zyrD2RfJPcAVrFOPeJbmbiW+FokVrBEwQRxxIOg67DqTQ1Xi2CFX9SCyHufl5R/791UWa4mukurqRmd3YszeXjV4yllXxKkLHFHC+HbFvW5r6+ZppWkKLuztTvT+W50m7VsDIdviBUBbkmML+HISx91SlpJ2GnMv+TZvjXQoV0SnkfmDTFuryxnhsxmRWEgJOANqeQ3Ou6Wq9ubeUfldfpFRVlqs1kFaGNXEmWZTtTiXXp5Rh7NT/nVqZ6ely4MUFLe1L7foL3XE2rKCeVMeANMDxLdyqe2gicHbdaRlvO0zm0dT5NTC5lRYH5Q67hgp7zVV6Uc2qzS5lHJZOjXr06PLbR20a2r8wLKvzc9d6hYtQWykQtEsq5BZW6EDupG2vCLRYO0Kh8lgemM0q1mLhQUdGPkaO1RfKOOCyZuY8kn989Bu95NOltnPUwzZH0EfpoqmI5Fs0hikfC8/wA7FRq6S43/AEVI2MRSeKMj5gJ6UmRxrgssOXH86Jdld+bshlgu3wqR12KG00ywSOMC5a355m72ZjsPgPtphDscjOfKlzbTTalp8MqOElnUe13jIzXGjqkmlZu/D/AuifeayDW6i5aBDK6qCWYqMnepq04B4ZBUz2js+ME4A+ymNjrBjIUIOzAxgnG3uqZt9cg2DJkH8rNK7skqZ4h5xmlGmLFN+m9PoNEJwZ5Dudgoqas+F7iW6ZBo+rN2an5kBUE+bNgAV7SnGzwXBpWyvtNzRcqqzHyGabi0u5DlLeQj3Vc2tFtykRltmusZligfnEXgCw2J8h0pSOI53Ga0tT5D49KnzZURp9/JGF9Wfb3VocV/ZRQRpM7xsFAPMu2cU1iTfpURr93HHA0KkNK22B+DUXm8R0Ven8NXZZ4Rb3Sl7aZJFHXlPSuGBQ3TPuqn8HyN9/UAfAKNzDx2q7yNnfc/VUcicZUGDtWIhMdFHxo8Y29rc+W1ELE/N39woKeXeUqPeaQdDyEDOw/TT2MAddvKo2GZduVXYfQKX9YI/CVB+TuaSSsdMloQgYZ+npT6OZM+ycnyqtoyO4Pyjn8o7VLRuwQAYQY+NaMOeQuQ5kuXVm3AHmaI96ARzMx93Soy5c9ocYz+M1M7hzj22LGs8aBvonTqiIPZxn6a599GcdceZNVkzEA8o+mkmuGzuSSfCl8EKyUTWv3RfRL8NKTmB9v801FWEVtecP6elzbQzAQJvIAe6orWL1k067B74mA+ikLTUHtrC2i5RlI1X6qpHE1HgV5E2V7XrSGLiZoIYkSEvGORdhuN6U4rs7e09XFtCkQJYHlHXpXNXk7TVYLhvnPKufgKLxPcCeOAjuY11xu4nLKqkO+HpTb2iSRnDugU+4E1ZNFsIuIrwWl4SY1xIVzjmI7qqWkMDp8O52BH11PaFeLZXytI/Z8/sK2ce13UrXNjJ8Uala8HRrGBFGqDwAxRb/h1LAwyP85mwo/TS2jcUXFvGouFEqjv76d6tqv31v42ROWKFOUDxJ3JrRg5SRpZFGLO2q9Kk4RTC0GSKk4RXekcDkGkcQwSSN81FLH4CvLfE16b3iDU7vJBkcsN/dXpDjG5NnwtqUwOG7Eqp8zt+mvL96f2xd+Of0ipz7KQ6slrHXdW0mWOOKVZ+dQ4Rxzde7xq4aX6Rnt5AuoaWyt38j4P0NVGVSNYs8dezTFWbUhLcpZlomkMVwrH2c5HQ/Cp72irgpGgW/pN0cw5lt72M4/FDZ+g0nP6UNPlZIbGxupJXIUdphVH6azvW0hfi+wijijS3kUc0aLhW3PdR72KG14z09LeNYYsK3Ko2zk71pZW+gRxJcm0TXKCPOag7qUyuxzsKjJ79pWOSQo6eVFe4wvKcjavNUWjubsPPzKp5C3N49KRtXkF9a9oQflkGCM/hCgsgI60ikoOo2oGTiZOn5wqsZzXTJOMX5HuShQoV3nKYx91n/8ACkDqDqNuD/rV5OsZFWMBRj3V6v8AuttvROMdfvjb/wDqryFYs+BvXDrI3R3aSTSLLasOQ+PWl435T51HWZPKSNzTtmCnOO6vOi9rO18okBKSNjSUpB3OTTZJh3ZpQS7ZGBXWpWjlkqYZBg5C/E91L8yqwLugFM3kfOxpBjnr/tplIDVk5Hf20Z9lA58MZo44lMLAQRJGR02yagAgI6n4mjpBE49s8p6hqO6xHFEpecS3N5qmlNI7vFBI8hGMDPLgdPeaiJ3m1PR4dPteWIXV87AH5mct8RXCLZXBk3Oc5zT7TLiA6jYi3WMRWpd2A6czDH66pB8CPghtU0XUbS4c3dlY2jW8asyRIeQhjygjzPWm6vcLAZ/VnaKTaOUgIrleoGOp8zWhXE5uH4gefke3WyhLB9x7IYj6DUfdcDafb2mhX0MkkiXckMNzaB+UsWG/KT82jKNhjkqk/wDeCp207+s2xlSNCWb2EfLDI2LDH2Ue4naWWSCOMHkwcknvPhSevacNJ1tktoXtVSdxFHdtjAByuT4Y7x1os33wjvlbULsM7Qh+eNlPMncAfH371OeNds6MeaSjUWJa3ZtJbQSxk8zMxIz3nA2+ioq8t75rNUaK4YDx6VY/ZvQsYuZLiJSGAMao69+DjY0tqSGO2xGhV8jKuCCM+NPKcoXtXCFxxjNLe+WQ3DVzc6PcQXtxEjrC3OkchyGI8vLrWwaF6bb2FCLqwjuVUbvFNy/U1ZW1ibmCRGY86qQp7gTVeayvEMghilYKSpMftDNNFv8Ai4YkoqXMOUekR90jpkOEOlXXaDbDSrimut8cw+lfUrGw07Q4riSKMn5YBup33PzVHjXmOS2uDKQYpObP4QxV74I4iv8Agm2lvrGSNZZXEEgIzy4HMMmqSa4VkVBttpGzv6DbO7hPPepp911xCxlQHwwf11HXHoD1dE/aGvWFwVGQssbRkn37io6y9N1yUEt7pYfxkgk2PwNS0H3QOkQnLWN3zeHMMUvhwl2isc2WC4kZPxtw5r/B1xLBr1jJAJM9nMDzRP8AmsNj7qh4w98zdirMQq84XuHia3TiP038P8W8NzaCNHkuLi8GxmAKREb82/fWV8OrGNOZ1VeZiytgdQCaScFHhB95lJ7maLwT6C9S1TToNT1O7t7KKUc0aSAuxU95A/TVkuvQ+1haOLXiSMzA5Uvb8oX3YNU299P+q6VZw6aLWNpIFC9pge0BtuKYp6eprpeW809Qx71NOoJLhEpZJzfxMmOMb/j3S7XnF6+oLAvL2tnKQ5UfjIevvrOrb0m6tcTdle3skYJwWMYYirVcca3GoRmWOK1hQ/hPMNvh1qhcQ6curasLmzlg5yo7VlUhXbxpd0Yr4+B4wlJ1BWSt/rg1KN7Vpp7ntvYDOAqLnv5e800XQIrWOWV7qVzGpIUKBuKatpclha+szur8uByR5Gfia5HKksscc0k6BrZy7gliAcYx4kVzznurw3wd2PGsafiLkbJdz3GoRxS3bCNOzYI/Rjnpt31JWcaT6fcFwPYl5jgnB5WO/wBdNNNYG4kJk5wtqeQFcEYOfj41IhPl7pBgxhubB/CVhkUZQukvoK8tJtv1GVymJ3nbO+2MHbx99NYmV3JjdsfimltRuJkfkAVl8M7iiW4ZwDyEE0ZfDGjlvfJyZI6chZ/aB2q26bACmc+fSq1YoVAyMGrPp5JUKpPtYFcOQ68aNb9AMBi4xlJI9qzkJx5sleha8++gdieNZxk49Tk2z+Ulegq9LQf8X5nBrP8AkBXkb7q1Xb0j22Pmfe+LmP8AnyV65rzn90Bp0V3x1C8nLn1KNdx+U9dU3SOeKtnnvS9VRAsGQuMg+z9Yp1ZwpeTFIjJy5zupySepAFaBYcOWKBS0Y38hVp0zR44MGGBAfGkVvoZxS7KNw7ofED38a6bH2VuMgtMSc+G1enPRTpk2i8PGG9n9ZvJGDzTYxzHGBtVL0pVh5QV9rrtV94anZ4pMEgDFdEMfHJKUvQtolUmuhiTt0qKWRg+SSR308ibJGWx5UzhQFIeVF6++LMjI3qRVgw2NQmuOqpyM/Mdz45pY9hfRS52QseZc/XUfOuPwNvCpG5kAbIyB9tRlzKc5HWmkjIazxRlDkqpPTIqNSAmTcjAPXFPnaSRgcr9FJt2an2yWqDimUjJoatBzMfa299IGBeY5XI8TS8+xJQ5H2UzncjB5qm4IqpMf2uoG1BQpzJ9GKZvfRQ8RxTpII1mjYSFjjAAzkn/NFIc/KjZJPfv31RL+ZeJLi4gczWsHIIXBPKxGfax7xtTx4Jy5EOM9d0/WtYmm0OSC/QQhZlC7MVJwd+uM9aoM9qC8tu9xBC7kOzSH2Tg7g1eLvTTYaoLrRoYlkhwEhPzJEA+aT3ZqEv77QJe3juLSewud827xc4B7xkdc092Tojr+OKedbniG5a4JUJEIMqqDOxXxxTuz05tZu/vjrUcqFSFitn6coGzfHrUDPpmq3dk1zZadcrZo47CNiSQvfsd8VLerT4e2nM0twgWYyHIwzdwz0HdisYs+o2VvfWTQzR86LuqrsQwG2KzHR1D6vHFK4jIfHtrzDPg2PorTNOMkVuvbjDDrms81G2kseIhPHB2kEspMfLtn3Y6YpEgt2aNfaTFqGnxW0w9gjmyvVT3EVX5uDH7ErNfu8SKezAXHKfGrMmrRQWueykmnRBiFRhm91QHE/E8Ri02WwkISRiZUJwQOhVh5UdoCa9HWiTWbTXlzcmV2XslUbAAVocWwzVZ4QuFudGt5EQoGzgHfOD1+NWeP5oo0YVBoE0UHwoZzSUENmiSnZPzhXc0nKccp/KFEw6mPsHNUa73L+81eJTlD7qpF6flH99GQ0CmekaGNtFsBJkIbj2iOvzWqkNpNnMmbe4Kt4HcVpHF9ml9pFskjEBZQwx44NVaLSWiPs8rr+UMVoxbGboqSWM1tfRJLgB2wrjcGrHppEllHzc3aKSj+8GnF/p8klrhLcrMhDoR0yDTu2sOz5mVSGc8zA9xrSg2GElF2NDHjGd/eK9b/AHMahfRioHT12f7RXl94E5RnINepvubk5PRso/75N9opIQ2sOSe5Gp0KFCrED5h6uf7cX/8AGJP6ZpnJ83NOtXP9uL/+MSf0jTU/NNTfZ1RfwgQ7UHPtg+IoqUaXYKa3ma/hFV3BFFjrsZoq7ORjvpSl9M6+0vvFHfeMHwNElHtKaMRmM1jeoZt4ifCu9YmHlSllaz3jdjbRPLIdgqjNaRonof16e3im1RDaxyLzKiKZGI8yuQD76WUlFDrn8zM4laRORVLM3QDck1o/D3od4l1e3jmuVg06JsMPWW9vH5o6fGrfZ8BnRoQtnbdjOfmXLbsGHfk9/lU9Z8S8Y2UQW5sdP1JFOO252iLe/YjNcXv0baa2/iWnpp0nBqX4DHSfQlYWbRteagt3KNz8n7I9wzVsPClrp1sxgMUkMQLMjwjmC+/Pd5Coo8bcSv7MOh6XCfxpLlnx9AqPnuNc1KUtq+oL2ROfVbVeSP4nq3xNcmbWadXJu3/Uti0+qlUXwv6EjO+kSxFYB2Uq7hgxwR7iB9tRLywzSg2sVwka7ETDBY+IA6CnCWoB6VeeHeCYbm1iur+ZsSDmWOPbbzNeZGc9X8EIJP6Hoy2aRbpSbX9TPiJJG5VX4CnUWlXRHyltOp6gMuAR5b5Na3Fwto0SFVsgT4lif00eXQbMw8kazwAbK0UrAr7q7MXs2leV/wBGceX2onSx8fiv+zJlsuIbF2l0y/urJW3MTwdrEfPBG3wo/wCyTjEI4F1pr8m7OLNsr5n2sCrJr+o3uh3z2/3wWRFUHtXYKwHgT41RuLPSIk1sIDcC8aIHCR7IT4u34VPHNtvHicrX4fqDw97WTJGNPz5X2EeMOI9U/Y6ZLrU5g8kZV4owI1kYnAOBvjHdmskhOUBGMZxTfUNau9TuLiW5lLjmwo7v/wBeVK20cjwiOEZkK7b4GfEnwrux45QXxu2ybnBusa4EtSuAIwiHJPhSV45S3itwd2xkU2WL9vJArCQIfnL+Fjqac3cQiu7cuxMjEuw8MCrpJUiMpNpsfIIYpeyU80qqWY+G3Sm9zIVsGI6vHy495pnpUnylwzHJMZJJo9vILq7s0V/YB9oe6nUdqOeU97FcSWxiZEbl7PGcZANIXF5LjqCenSp+1ljhiUPLGdzlSar+qTwSXHNHFyAdcHrSQludUVyR2q0xH1hgbdWJGPnb9akjbQXLKsjhcjxxVfuJULgqTil72YgWrL3xg1Zw6ogsqSd8jtIY0lVPnFWdfgKCQLIOZFK/lKaaWUhaZnJ6KSaVsdVSAcpTmGTvms4vyNHJFK+h5DJdIT2E3aAHGGqb0btrx+dkXtQMBc4H01EaZcrGrluTmbLe0KmuFmCWfat3ty5qGZOuOzuwaiTdN2kSgtLznA5bdPMvzfZTuyWVNUsZLq57cxueUcuAoxRNRlxYytFkEAHOfOkpP3+0yXYB42HlnFS2T/iZ0T1niKqNItdQjdRnYnuBzTxbvlHyeH94qq23bDBjIPxqQhnmWMF1GT19mtKKs548mWSWwlUhifeDijxWykj1+8vp0AOFe4Yj7aijxBb8x5IpZMfCmM/E8hOYLeJSOhf26vsyvo43PEu+S3WsEUa8tvCFXwVa5cXccCnPtYO4XfFUm/1vVLoBZ7qRkIDBFPKuD5DFIyXEsjL2jt80bc2cVSOm/nYktXx8CLFf63LylI8RKepG7H9VV+e6LHCLy56sdyaKxJ6nNJ436ZNdChGHyo5pTlkfxMn+DDyaurkEgKxNXZ5Xb5kYA8WNUzg041KTvIiP21bm5j1Nc2RXItj4QHckHnkPuWuKcgcij3muqg64GPOjqy+OfKkoewyBm+c3wFOY4/EfTSSFvwVpYRs3znI91KxkxaLCsMke4VIczFRjHvplFGB81fiacEgD2m2oILEJVBclmJPgKQkj27hS8kvdGoz4mm0jEj22+vFEA1mCjYZY0ykDt+T7qkHdQPYXPvpsyMxzuPDFOkI2Q13CCjLJuCNxTRwxXYfGpuW3AGWBLUzkhznlXaqJE2Vq+UrNbk5PynWmurMWhTyb9FWGeJVOTvUTqNv6wgCbEHOcU8eGhWnQjb30MEagHO3QDvpPUNTS5tzEsZAyDk0E0xVPyrE+Q2oXltHFZuyIARjem+GxeaH+i8W6jpirG/Lc2425ZOoHk1XvR/SDpLjlu1ntTtnmXmGfeKoVpbK9qnaqGBXOKjdOtBdTOhZl5RnYZpoyrkEo2uTfrDi3QHAP32tVB/Gbl+2pB+M+HYE5m1e2bG+EJc/UK8+eqNDfwWvMGMwyGI2FST6c6bGRSPIVfxFRDwuS88bcdw65ENN0uFxaE87yyjBkx0AHcKypIRc6lcIxIBYk499KvLcwzziM5eLGOVe7Nc0NjLqLs3zmBO3jUm75KpJKkO515detcrgcg2qwpdsCPxfCoj1G5l1iOZlzGqYDedS627qMlTjp76m6GTELxWude0qeJciMkP5Ci6o4bjOxb5wCD47mnDRSdurKDt3UnqsCxcQaPOrfPJRs9xpGOmWiP2yWkwqjoBRZGHNsTjrmjuhKkADrgYpJz7fL4d9cvmXs5LIVjOOp6UhYs33xtADv20ef5Qok8mSe7G1G0oc9/bHxmj/pCmQD3nQoUK7zkMV+64OPRNnw1G3/APVXjy0cnGM17D+65/8AhIf/AO4W/wD6q8cWR6Vy6hcHXpnRYrMnl60q7EDr7s01tmwgwdqUc56da8lrk9HyA0jBtjtSscuPCmreZx7qCn6apF0TaH3aZ7zRGI6k02MpBxmimQk4xmqqRKSoeKQTsfppQYxg700R9t6cxyD8Eb09iNHHg5tvwT1z1Huo0WLUqUJ5vADFG5/E0SZmO6YNFMWhabUZp4ZrRhJyTqI5GH4uc4q1ySSXj6QH5+RLyNn3wFUA/wCyqbEzISSvUU/t9QeMLktyg5xVIyEcfQuOt6ZY6jxbZWd5Ebm2FnLJIrHOMsFFVvUeENOtNZmtbG1F5HHax3Cq74dB2uG8mPLtg4pxoV+11rM9yS4YxrFv+KDn7anre37XjOQntAh09VEnT2ucnFWuyXylb400vSYprJeGBGz3bGP1fmKcj5AAYHdetVye31+Gygk1WR2t+UrASuQCGO3Odz07zWlaroVnrHEum6dfxkRtazSGSM8rZBHKc+VVrjPg6/0HTEA1q6vNGkmSKNCSWiYnry9569Km48SSLQn8Ub8iswTu1s8iXUbNjLxTQ9nIp8VI9lx9dSGmr6pHeBgQ+TIyOuCMjOKsGscAafY8OT6tpWsyalHBGWd5MEHyAHzT5GqHJqut29mkMcMj2M55IZ7yMkDx7MncD4kVnFZG1I2PJLFFPG/MJdZuiroGUPhgD13ptdWskiywIxIbEoU7Zbp9lPbBLiVIohc2CXWPZS5JQSY7lboD76U1ASW08fb27W8wAEkLncb9x7x3g0iiowuPZ0eI8mbZLoqNzG0CsrFlYHcVH1f7SxnigvWnVBC7F1ZgGGPHyqr6lbkXHJHECzbqEXr7q6MeX4trRDJgTjvUhbgxebXEO3sxu2/fgVadCn5dFBG/ttt8arWgW9zp2o2808RRZuaFQTg7jrU9orBdJXp85h9dbL3ZCPVDP0naQNO1eKaJ+aG4jVwO9TjcVTKv2sw3nEouFluE7SzmaKPmGAUA2BI8KrmiaLe3eZYrGa4iVipaNebBHWtibhj+PtFJwjky1DhMj7E+3y82CfAZq5abBcW2lvPHCDyyKJC7EFQSB08alNGksUt1EfZBh1AAzUbLHZy2V3qPr00c5nAggX5ky5ySw7sfbXLLL4zaao74Yfd0ndjHVdXju7qW3kZhaGIKQ4xyv+N5+VPtLlt49V05Y7ppF5iphK4AGMKwPn4U90qwltOMrKHW7e3kDwMVYDmSVSCVOD0I6Ua9ihg0WS5REV7TV+UkKMhNtvdVvDUaSOV5nO7/AN7GcRj/ALV5OFdrm1cjuJJxQukdLVVEvtIOUNjrijva9i95DlWRp3kU5xhTuKiLi7uA7I/KyKcAg74rSa8iduTYgxmL4lYN54qQsnZSCfaA6UjbOjDBAyfGnkcQ5vZwBXNkdlYRJaxlDMM7HNWnSWQTcxOMLsceNVK0TGPCrBpEgWMnbc561yZDrgbP6DCDxpMRykepvuPzlrfa88egNw3HE4AGPUpN/wDOSvQ9enoP+L8zz9Z/yArEPTNapJxdDIx/5ogxj8pq2+sc9LTqvFUQb/qybf5zV2NWjli6ZR7eKGIDKO7d21TmnJ2gG5B8CKYQSLyjCgedSVpISQDnHhTRSM3ZNW8K8w3G21WbRGeIYXITI5jjpUDp3IN2xVi0li8Mkce4OxzXQlwSk+ScJG4J+k06tSB3bjrUbFzQxqpxz95FLCR4kWYKxLEK4Bz7jQaAiSliaSQOp5QRuPHzqL1yJY7cuxPN4VJdswXAIDfTVd192dSXlJA7gaWKYW7KfqEsgYgdM0yWcsvK+CfHFOL8qzHuUnfemZVFIKgE+J3pZdlEEYkgjdR3eNNHU4OQQRv16inM0hAO6imly4aPDMfeKk0PH0G7TBeh+FNZplL45Ce/NAx7d+/hRJFwATnb66lZShJ2ORgbGo+6t1eQsVA/zaXmn5sqFI8c0UMjjClVOPm0UwNEVdWaSfNUL5rtUY2n9k7GNzk7nIzVlkTb9P6KYzxpnfY+A76NoBGx3N1HlRiRR3GorV5IY76K+nidYmTsLpRvhM5Dj3GrCOXOMYXuNJXcUToVkAII+qm7EZBXd6ljbxXFw6vbgArIm4cZ228aa3sljPHHcaZysrHn6bAnr7qQl4bgtrntB2jW75JiY5T6PDyosKQQte2CHljcieLJyBnZgPAdKYUmbAOs0YeLIb5jdc1VeJOEZbnXXe2khiinbIXBypPU499aNp2nl9ORSdm9pWH4J7qQvWD3WnSSKA4l7OTyNCjEnw/YDTtNtLQEMIYwmcYzjvqbQVyK3BIYPjyNLtEy9RWowQHehXD1oZxSsyO5pObon5woFt6LMfZT84UAjuT5p91Ui+Pyj++rpIdjVJv/AN1ejLoMOxhqoDadH+cP01DBcDA6VK6uT97Ux15h9pqEjZ89fhSb6Z0KFoX+aQTRwy9+M02kySeYlTjGKKjHlI5snzpvENsQ7ZR3d9enPudhj0dL/HJvtFeXEnMa5kTbxBr1H9zrIsno5VkOR65N9oplKyeSNI0+hQoUxE+YGsfvzf8A8Yk/pmm/WnOtba3f/wAYk/pmm6VNnTD0Ek2NKSDMZ8qJjEhFO7a3luW7KCN5JCNlQZNBuuWNBWqEYe6gwxMR41o/AXoo1XiGbmvJksbVMc7Ecz+4Dpmt34Y9GfC2gckkenrd3K/3+5+UY+4dB9FS8aL5i7DJOHwy4Z5i0jhLVdYVDBbmOIn90kBAx5DqavOm+jy3sYw+oJPdNjfMZVPor0qkaJtDGEUdAABgUo4YLnPN5EVx545cipTpfT/JfFqceN3sv8WYHplpHpkRTTo1t4yMMoAww8D41YNGvbizKtbK0LD8KB2jz8AcfVU3xdcaVe34Sw7KS5iJWd4dwD3KSNifsqNitnMe+I18+tfN58+bTZHCM3we9ihi1GNTlAmLfWten068xLb6lDEoaS11KIOHBPc6gHbzBqNvL241BUEixQxgbQw+zEnkB+mm66xcaTxJb2ENtLLYTxqLqUR83KfwTny76c390bEqIbC6vUkbl/a6hivht1OatqM+bLjhG7b7JYcWLFOUtteggkYGMU5gtHl3VfZ8e6nkcCmEtdxz6ZKG2W9tJVz58yginLQzNyxwX2nXDfiR3KBvoOCK5Xo9Qlbgy/veFutyG8FmqKCMO/j3U0SHiLSpZG4f1w28UjFzaXUXbRAnry96/Cpj1a+tY+aW0lQDqwHMv0im73KIMufa8CMGkx5Mumla4f8AvqNOMM0afKG44p48iHLK3D7HB9vs5OvuzWVekbjTia71f1S91MI8KcrLYloo998EZyT51oOo61bW926TSoBFH2smTgKO4e81gWr37X+r3Fyxy00pffwzXu6DLmzt+J0jzdRhxYUnDsVe4muG5p5pJT4uxP20lfzdlbEA4LDAok8/ZRSSsAMDOB0zUTczyNGhmPtEcx8vKvVjjs4p5KVB7c5aNO8nmNS00wgtnYnG2B76hrA81w8nco2qVgtfXIzJcErCvTHfTZEr5BitxbQwsbgW7zXL5PZrsPEmk4Ll55zNKcsUcny2pKYgadMR0aYAe4Ci2HtHAPVGH1VXaqbOZzbkogt5mw4Qn2lwakbIxR9mVVjOOhzsPM0ztbVg2QpPuqc0yCAPzXSMoxsRnNCbVGxxd2N1tO3nbEwDE5AxRbjTCowTlvCpmzWJ7gMpIAOcE91OLq3hmcvh8n41DxGnR1rCmrKe2mvzYKnFJ31szJEq5yi8p2q0erKD7EhHvGKMbaUrj5OQeFOs/qSemtUinWyNEsucZK4FNCjL1FXO5sLeUFWQxuPKo+TR9yEdWPgdjVI5kRnppJcENaSyq+cc22N6uujpjRF2ye1A+qoW00ol8cwVvA1YLGFl09oVbdZtyfdUs8lKqLabE43fmh92TSWzJkLzDHjR7rMR06Q79jKFJz3EYrkKyoQGKsAKGpZawl9ghlwwxvuDmltyLVRZrV+UHIkHny04Fzy45WJz3Yxio+yndolZZCpIBxTkTSL87DZ8am+VdF4RMI5iI8K2Mk5pErt50b40bkIXfqe416h4B0s3IrM2c7DPdijRMebYEmpDT7LtLaaSUxhI125jgsfyfGhFYqkmHJPl0obrYzjSE4oZZmCqpZj0VKn9L0RIyJL4BsbiNenxNKWMRRcRKFHkKkltsqDNIQvmcCkm74Q0FRG6Gw/ZRqAUAAg4A94q1EMT7C71FWk2laY7yqC8rbEquPrNGl4nRcmG1wv4ztiozjOT4RSMortkqLd2+f8AXUXq2rQ6cDHb4kuT3dy+ZqLveIbu7jMcCrCh6svU/E1ATuEz7XM56mnx6eT5kJPOuokpJxBfoQXuW5idlAAFaGsiKiYHM5ANZBGOeZM7ksPtrXxyooAGTgUmoSjVD4W3dnDJKxwMAeVdZ1UZJyaSfnc9yrSiW5wMjA8WqCLCDyu/TYVxYnfc9PE06ZFiGcFj7sn6K6FLDLDr3eFNfoAbtGqEdPfQ7NmPsD40sY1G7b/ZSUk4A5U6fVTpiNMTliRR7Zz9lRd4SVIUbdwG1SfZSSbv83zpGWNUG2PeadMRqiAltmbeQ4HhSLRhRgLipedcjK7mmhgGCSSfE06EIqW3z0OKjtVXks2jx7TMAPpqdkGNlHxpIw5GdqKXJmxpACqKo7himGgJz3c4zggdfDerBDGCB0AqA0dSL69VT0JH106iJuJC4hlbV7KUhSkYILCpmOEyEEjNMIQyuDJ08akoZ0A5V+miCyCtEC8TXijuB/RUjFYwi5MscXyhBBZRimNqP+Ntyp25lzv7hVst4wo22A60spUFBLGz5RzykgAU4ZVbc7E7KMdKOXDYwMIOgrsaM8mW38BXNJtl0g1tah5FB+avf40nqNhb3VxEwiRmicMvdgin5bsY+zj6n5zeFJooBHfU+UEK0bYx036U0uMAuR3bVKPnlHiaYXGOfA3I+s0qGI4xb4p1pqct/a4G3bR/0hRZBzFuXu6nzp1pKFr+1yOkyf0hRsx7loUKFeichiv3XP8A8JD/AP3C3/8AVXjS1bBGa9k/ddnHojP/APcLf/1V4wgbb41DMrOrTvgnLeQ4FOeY/Co2BsDFPozkAnFeZONM7ovgWAz0FBkIGfqFGUkjbHxo4OVB7qnYaG7YO6jPnSZJzvt7qWkYeNNmbPlVIk5C42pWN2x5UzDDHjSiuTVETofB8dTmjBi2NsUzRt/Clu2GBTIA6XHecnzrkrgAFTSAPN0rvcB3UQMkrO4ETRvGWV17x9lWO11dpZoZGK9ogwD0qnR/OAXNPYWcfOOG7qpF2SlEuOmam0nF9xLIciOzSKPv6tlv0U641mne00og5T74w+yfHJqn6HM9rq7XMxdrcALJgZK+fuq1a28F9ZwyRXDSGCZLiPBGCVNWTVEne5HeK7S2XhXWbz5S2uRAQ3IcCTcDDeI99VnWtM410Th6xhntIdZ0W2xPG6Ll4vYPst3gDm8+lTHHWoLd8L9ipxJeTxQBR5uM/ZV8++SwQGB2LwlOQgjIIxjFZAvijz3p2naxxBEi6TozXHKq9pg+yngST0z1rur6RqmimNNWg5ZwcCM7oVBGFHlWlcMwmLi/X4tJunsZIlhMSoAY2HL81kPUVG+mK5vrrR7M6jp5juIZeXt4j8jKDjpndTt0NLt4pF45Pjt/7wU3U+JrBtMmtreznS6dWSSNH54k2/BJ3+FRc+oKJ9IuLm2uLeKOMjmIzzjGMr02q0Lb8K6hoN1daRejT7yGBmksJzuSF3Ck9aq+qwahw82kXPL6vK69rE4CsGUgb94NVTt00Sqo2mSGpsJBpl1Ewkha49l16HY/QfKu6Ic6dGPym6++jXT2Jgso2uRGz3iSzNFH7KBgdzGvQjwB3HhVx4M4FkvRznUdPn0eAmSW9gnHIq7kl84aMAdeYZ7hmlkuAJlTsLtYL3VooLa6vLo3Dv2FvGSQoHzmPcKU4f17UbDg94Rot6ukNLK099bFgXzjCF8YVQcZx16U70jURo+vajNezSycGXd/LHP6tst0UGVVvwim6tjvqd03XNOg9A1zpsd9bNqd1eOiWkbjnPNICPZ7hgdadJbegSfx/mZfp0Xr0rRwqzu7nkRThu85xU9acNXL8Dy8RJqAW2UmJ7TlOWwQM56dd6GhaXpUllr0uuXEdjd20wWF45PaV99lA+cMipOymeT0S3SRo4i7SUlu75woOKSK+M7/AN8hReHn0fibh2e6vp7311WDO+3KeTIA386aOTHda5aTLIYJLrnCkZByOtS/Empm/wBI0WRIik9k0UwIPzl5QCKj7u8Wfnni3D0s5UTjbIK61AwyGCTnbwkI+2mw+UJK70vdnncknO2N6bwSdk3Id1+yueRZC0UL+GBUjFnGKbphtwcClo2I6GueReJI25xsDuanrRkKYYdBVdtm5pF386l7Zyq42I+io5OS8TZfuewBxvNgn+4pNs/lJXo2vNX3OrhuO5huD6jJsR+Ulela9PRf8Rwav/kBWI+mQt+zCIKv/NE3/wA5q26sY9LsQfiyE759VTbP5TV1nMnRSbcSCRd8+NTVtMcZJx5CmdsrZOFwMdKfQRg775p4gJfS3BmGSR7zVt0dsBsP1646mqXbsOZAq+0Tgb1Y9M7SIe0wBPUDerx5RKXZZpHCjJ5vfS0c8TQuhdpOYYZSMmq9PdSpLAu3ZuSrAkbHG21SttPHFgIMADcg7UGhR1FcSRRs7RuGxuSe+q9r17K5YNgbZwO+pe91RUUx5SM946k1VdRczM+B07yc4+NAZckRckscjOD301YsMgNt4U5lLYK5CgdM0zcAgkknH0VGTKiZIYnqaTlUvlQcd4NBmAHXJ64riqWBbGBSPkeIgwZU6nPfmm907BMKvXxp6+cZbBpGVFlGG6HwqbHTIK5Zt+fPwFMHAxkDB65NSd/avbv7ZJjPRh+mo+VSc8uD5VF2mVVM7DeDPLcHYdG/XS03KwIHQjYg1Htbcxw3TvFOLeNosKCAvgTTRb8xWjjxhnGBkjYjNFEGGOQcHx6fCl5oQhJByT4UaNwcB8Z91OpUI1YyltRJyrg8udyaqXH9qLLTueDeXnX2h1Aznr8K0GJEmyQ2+MY76Z6tpXrUXIGCD5pyM5HhVEyTIO01W6TTraWBezSSNWyd87Uhf6i05SVoSrcwZiu4JHQ1Y4bMQRJCFHZooUbbYptLpcLNzRKUb8npQ3MKSJfQdag1FWVM8yAZ86nEkI6HaqJBazafOZgwjztzKdjU1ba3hgLiM8v46/pFMpWbb6FjxG43HKfEUk9u2Mphh5Uhb3Uc688Lqy+Rpyr+G1bsUasCCcjekpvmj84VIlg4w4DD66bXUAZCY2GxBw1CjBpj8mapOoH5V8eNXSX5hPdVJ1AZmcDc5rS6Gh2ROtNy6Yp/LH2moPnIXnRvgamdZJaw5F3KuM/XUFgsAASBnoBXNPs64dCq3BYkEc3jig0gzmMYFFLFQQgpISbHKgfopdw1DkklOuxFepfubF5fRqg/75P9oryoHBG2Sa9V/c2HPo1X+OT/AGiqYnciWb5TVKFChXScp8wdc/fq+P8A3iT+mac6Pomo6rKqWFrJLk45sYX6a1WLgTSk1K7a8uWWZppGWZoxIFPMfwK0nhC31PSLcRWcOh67b4wWhbsLjB7sHb4V5sdZHPxha/P/AB/4elLA8HORf0/yZZonofvBbre6rDcTR4zyQD2R7z1qx2un2elp2NnaLb46jkwT7++r9HqvCOm3HZX1hqvDk7HcsssSA/nKSvxqU1OzmutPS60C/wBL1uxP7r98JFfs1/GDrvnyNcmr0U865yP+32LafWRxP5DL7bXOIdCvXn0qGK7tZFHaWz7bjvBHSp2D0p6iqAT8I3xfv5JRj6xTq/k01WPqMDq/ewb5Ifmg7mmQDyYIBx4npXlvX5NIvCSTo9B6PHqf3rTVhpfSPxPdZXTeGIbYfj3c+cfAUzuDxNrY/wCMOsGK1bra2I7JSPAt1NSVunIC7Lzb4Bag0TSP3knuFc2X2tnyKlx+BTHoMON3VhbeC1062SG0SOONRgAd1Sej6Lfa23NbKEgBwZ3+b8PE1FNB2EMkl2SQoLYXyrV+G72xvdDs5tLeN7Qxjl5D023B8DR0GkWpm5T6X3BrtVLTxWztjTTuE7C3AEzS3D9TzNhfoFSltZwWkqyWtoiOvRh1FO+fPQjFEeRVGWYAeZr6LHgxYvkikfP5M+TJ88mxxHqEynlZmGe5twar3EuptbSr63pGj30EmeQSgo58RnBFH1fiDStOjL319bxKm+C4yaxzir0p2E19K5ft409mCC33wO8s52yfLpQzZpxjWLmRXT6ffL4+ImojWNH0eJJ9D0yC31OePEqxsXji8vBj8KyfjzjeGykn7ORbrVXOT3rGfFj+iqDr3HeqaorxW5FjatsViPtMPNuv0VUJ5SFY5361D3bJqJKWofC8kd0Zw06axd+oTUdQnur7tZJXkmlYmVietJ255pGbuG1M+bDFu8Lj6adWe0Y8TXpuKiuDjUnKXJLWb2cYaa8jaZo8NFEfmM3i3kPDvquapdPd3Ek8hBeVyzEDFPb+bki5R1baoaUntB5U+GHmT1E6VIndAt45IZGm+Z1PniktW1bt39XtjywLsSNub/ZTW5leLT4YkYqJAS2O8UwjGGBpowtuTEnlcYrHEeTH+1S/wx+yuad8/PKxABBA86WUBrDlwDiYn6qc20aqoxsfKs5cUK48pklp8NvI6qXeIHrmpoWEfIVguiV8Miou0QOmVcEjx2p7axt2u65ztkVCR0R4HZsZwgKqjDzFFFtIo9qIr5qaexsEUKGYfGnKySAbEEflCoybOmLIhVfmxiT4jNOAijqgzUnHLz7NFGT5bUosds27Bl929TbfoXUku2QsluGOQD9NIy24YjGPpqdltoipMcgPvqNdYyemD7sVlJjJRkMRaBmAYADuqRs7aSCA8rM+Xzv+uioo99OkZVAHNgGtKbfY8cSXKHVtltpFHgacNDACF5Nz30jASAOV1JpyjO0gJVT8KXcx9i8x9bwRmPb66V7BcbBfopGBjz4KkfGl+Ud+cUXJiqKRhjsCGwqg+Qpuik+ZqRFsmTkt9NBrSHG6k/5xr2Ks+ZUkuwjXpCRi5bn7McqIAABUoEiiImupAGbfkG5pj2MAVVMKkL0yTTuGPtW2IUnvAoOHm2Hf5IWGoTHa0hMaj8Ntz+oUXt5DgPKWdj0T2mJqVvNMt9OsRdXJluiRkJz8g+w1X24iugCNPjgsU6ZiTL4/OOTTx46Ebb7HsttMi9pMq2yHoZm9o+4Uyklt1PMGaVh+E2wqKkkklkLyyPI56s5JNAZx1plS5FaY7nuy+w2FNs5OTQ5cjrXQvnWlJs0UkGiGXHvrQeCr9rvtLK4fMkY5o2O5K+Hwqgwr7Q99WXgzK8TWmDs3Mp92DXNmjcWXxupGirEkeMZJ8T1oyxM4JxjwzUgIgN+tJTnBCgCvPVs62NDEFzgFjTGabfC7eVSrRjHtHNN5bdCOc/RVEKRwieXr0pUQpEDnc04fZMjYeApvzFh3DeqWK+RKR2/BXbupBoTKDzqN6fiMM2CelJ3Z5MKu2ds0UxWRlxGsSnIz34FRs3NI3l3CpK4h55d2OB0HdSTRKpCjoR1qiYtEf2eTy7E/ZSU0YQdfap7P7Abl2xTEZYsxPlVEyTQzeVkYcwwvj3Uw0FQb3UHY4UPjf31OCJXHK2CCOmKjo7WK3kcQAoJGyd806FHryhjyRjbwopXl3U4cfRSaezgLSgJ5gKLAuBnbCZuJoJWicBoyrNjYYHXNWkPzDlX5n21GElCEHTqfOnSkkYzUpjx9R4G51AHzfAd9O4SVBI+ce7wpnCAqHlGMU7UFYebOT51Kh7OyMeXCjPiaMrHAwBkdc0muxJ64FLRjIzSNDJh3ZsDlIGB1pg6SxjIGSdgfDzp8RnA8d6BGNqUZMQt41CBfpNO9NGL+Bu7to/6QpHxxSun7XsIznMsfw9sUlDWe26FChXpnIYl919/8IW//ALhb/wDqrxTbyY2r2t91/wD/AAgb/wDuEH/qrxJCTmkmrRbC6ZLxSEn3VIQsMjPWoiEn2d6k4R0rz8qO2LJBG2yO+lBygHfO9IK2FAwK7IuVOSc1y0Ws5MwIIGTTRgT1NOGOUU+NNJGPjVIInIVVwP10YOT0286RQbZpZRnBzTiCqYwCd6VXFJRr7WM04VRgGqIlYeNSBiuMdwemKG4zvRGOVBNag2OY3A6jNPIJMVGx9x8qe2xJ37xRiCQ7029FrNMZejA7HfNE9aUP8ieQE7qOgFRtxkyOSd812BeVeYH51MmI15klrOoRi1tBK3KEuEcHwINaLa3UK2/ayOGZl5vIVkmoorTWyOOZCdwe+rNpd/NazGxyHjjXKMeqjHTzqqZKUR7YTBeOdZmi6NBAynoO+nXH1/69Y6FZNgmfU4ubvyB1qMa4ke6SQnDAYz4imurSNNxZw5CxwiNJKPeBtTrsBPcbejzQ9ZWe50lTY35ywK/uTnzXu94rJNf4eOkSadDeSyh5W5ZM4KqMjdT39e8Ctlu7iRAeRiMedUniOdp+I9AaYK+JXUhhkEbdadMVIP6R+FNK4Y07SG0OSZkvZVBlkk5g2MEOCOnXpUzpfBN3o/EvDU+uxo3rt0yNDzcwljRC4L42IyAcHw3plxppsMfDLXCcxIASKNyWSHmIyyDuNX/i/UJXi4Pmc5mhium5s9WW3xnHdQfqGLtUUCzv7fTOHdP1TULT1u2m1W/laEIG5+ePs1GPDm+ijcNeifT7vhu2utbvLq31C4PP2cPKREncDnqaV9Hmi219w7bahI0vaRc2I2bKcx3LY8asl3qksURRVHKmAN+tBNrgD5ZQeBOCNI1LiLVre+knngsbnso1BCiQZO7Y93dUjw/b9rwHxJpWAr291NEqnu8Pspnwdq0uncQ65JGitz3CkgnHjRLDUHHEnEaIvKlyyykZ6E5zQcuxkjhSf722qMUYrEqnGe4Yqr3hure7fsyDF15R3VNvdSRxcqmox3MjOW7zg1JyKRVDZZTINwAaBBIwFzRkYo3LsQO6nMXt7dKk2UigsZ5UAz0FKK46ZpNkGWwelcQHGQai0WRI2p9rNS9vJhetV+3YgA1JxTHbIzmpMrFm0/c2yc3pBnH/AHCQ/wCulenq8r/czEj0j3AJz/a6X+mleqK9PSKsZwap3MFY96V8/sqixt+1k/pNWw1kHpXGeKYt/wDmyf0mrpOcqKZU/OB86dRSgkDnA99NZlHIc7123UK2VAB8cUydGJa29tgcgYOc1YLZZJVw5JTbYVAWWRjB7t9qnbZQYuYlvHAOKtHolJjm7gV4z2TFJI/bzjqRviievTSKAzhQR+D3Uk7GJwASRjOCaQhy0WCdht03ogQs8iogdny4/CP6qb3F1HOeaP8ACGelde3BOOY5Izk771GunZpImSQpyMHFI5UOkJ3QwpJb6aYyMqLmVgidw7zXbuR2BPNiotl3yTk+dRkyi5Fnu0GeRc++nUEiyRq+cnz7qYMihc4GaNEuAVBOGFT3D0g891DbczTze0TkIgzTK81CRlzbgJtnIGSf1UW4tkZMtvik7dOUNvkHepuTKJIQjmmmz+GD4jrSiWIY55+VSNx30rAM8wIXGcjalSOTl3zQ/ELddCMdskeeRd/E9abXNqR7SHbvqXiAcHmAokpCYCKqr4YrUImQqqw6AkCgqqzD5yv4mpOSNTEGA5STviiJAiFTjmbxNZIaxrDDIDknlI7xTsgNjnOTSoQZZRXOxCLzZywHWmXHBPsbupVTgd9JnBIPj506GDnIrnZBjv8AZRN5CQgBjwwUqeud6ZXWkxPhojyFfwe41LLFyuSCcHu7qK3sPjqDRRm35Feit5raYFOZHHRgcVJQatJGcXC8y/jL1+injDnblfcY6UynsoldXAOPxe6tyjdktbXMdwgaJwwpZzlTUFjGHBII6Ypzb3kjP2bgNnv76dSsRqh/OxEfWqXqDhZJDnG5yfCrfdH2PjVC1Vy126HHKDk+e9aXQY9jFw8oLkYU/NXy8abPFjr3+VSBJJO/ce6m0wwAa5pcnTF0R7xMOmMCmsgZfnDb3VIsxyRtiiuuV38M1Oh7I+I5bfbFesPubRj0bL/HJ/tFeWlhUIMV6l+5u29Gy/xyf7RVMPzEsr+E1OhQoV1nMeQ7tF9eueYlm7V8AfnHrSkETAhi3Ljpy7Glr1RHeXHKP7639I0nGpk6tivzqc5W9rPtopNck9a8TX9vD2Esi3dsRgxXKiRT9NVu20qJNXnvrGL1YSj2oIPZi/k1LWdvGVBIySCcmnYPZoAgATuXFGevzbdjk2ia0+KMtyirEYbMbGY5p2iogxGMDxNdjXnOSd6VCBFJ6nxNcam2WEeyDEk4IopdVOIxk+XdXA5lcr81R3DvpWNNgAcd1ZW/MKGrL2hK7E9/NuBVfXhrUNOuXuuGdaudMZjllByjH3VbUhU82eg3xQYDkwNt67MGfJhe6DojlhHIqkrK+NT9I0fsDXtPcfjPbgn7KzjjDjLic6pc2l3rcsjphJDDhFJHhWwyPyO68oPKhfJrzbqsrz39zM59p5GY/TXvezdRl1UpeJVI87VYceCKcFTYncXMs7c08ryse92LfbRVO/Sk1XK5J60oq9+a9iq6OJOwzOqIWYgAeNNLqTmUAdGpl2j3N6qSN7PNgAdKcXJPaNv0FU2U+SXibk6EJW3wO808R+zRVA3xuajbdeaVcnqRU3aW6zTSM5ysf4PjTTpAw/E7O28K8jT3C5GPZB+2oCYhpWI7zUlrFy7T9j0QAE476i2HtmmxrzJaiak6XkPNRGPVl8IhTVdqdaoD2sO/97FNRnHWmj8qJ5PmZK2MPaQEMQAW5h9FSNtpruQyHIz41F2q5iQZqchV4Y0KSMD1qMrLxXA6Fq8K8jKCDT+1gPZBslAPrpjFdTNvI/N7xUrY3bMoBVcVCSZ0QaOxiYbhlYedLdpKo9qPbypzGA4JxjFKrECcE1CT82jrgMkuFzhlYU5jkQnCd/nSghXmwd6PHbKjFlwD7qRzQ7hfYR2PQCm8gRz7SmnyEO5VlG3eKDW6sc5Iob/JjxxryGcAgUkOofP1UqbS2kYcrMh8jmjrZJnmLEjHSlktUIOCR7jSuSbtMtGLqmLW+lqGyJQwx807GlUteWT2WKHuIOaIgkj6Sn6KXXPajO58aFuxukOFWbKnmVvN1pchwRmHnH5JpJGOactF2sWzMpz1FMLR/9k=)" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "The images above show examples of complex, natural environments used as stimuli. All images were eye-level photographs of indoor environments with clear navigational paths extending from the implied viewing position.\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[K |████████████████████████████████| 9.6 MB 5.3 MB/s \n", "\u001b[K |████████████████████████████████| 38.1 MB 1.2 MB/s \n", "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n", "albumentations 0.1.12 requires imgaug<0.2.7,>=0.2.5, but you have imgaug 0.2.9 which is incompatible.\u001b[0m\n", "\u001b[?25h" ] } ], "source": [ "# @title Install dependencies\n", "!pip install nilearn --quiet" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": {}, "tags": [] }, "outputs": [], "source": [ "# Imports\n", "import glob\n", "import h5py\n", "import cv2\n", "import time\n", "import h5py\n", "import urllib\n", "import random\n", "import pickle\n", "import argparse\n", "\n", "import nibabel as nib\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import scipy.io as sio\n", "\n", "from tqdm import tqdm\n", "from PIL import Image\n", "\n", "from sklearn.preprocessing import StandardScaler\n", "from sklearn.decomposition import PCA, IncrementalPCA\n", "\n", "import nilearn\n", "from nilearn import plotting\n", "\n", "import torch\n", "import torch.nn as nn\n", "import torch.utils.model_zoo as model_zoo\n", "from torch.autograd import Variable as V\n", "from torchvision import transforms as trn" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading rdms.zip...\n", "An exception occurred extracting with Python ZipFile library.\n", "Attempting to extract using 7zip\n", "Download/Extraction of rdms.zip has been completed!\n", "Downloading affordances.zip...\n", "Download/Extraction of affordances.zip has been completed!\n" ] } ], "source": [ "# @title Data download\n", "import os, requests, zipfile, subprocess\n", "\n", "def Unzip(fname, destinationDirectory):\n", " try:\n", " with zipfile.ZipFile(fname, 'r') as zipObj:\n", " # Extract all the contents of zip file in different directory\n", " zipObj.extractall(destinationDirectory)\n", " except:\n", " print(\"An exception occurred extracting with Python ZipFile library.\")\n", " print(\"Attempting to extract using 7zip\")\n", " subprocess.Popen([\"7z\", \"e\",\n", " f\"{fname}\",\n", " f\"-o{destinationDirectory}\",\n", " \"-y\"])\n", "\n", "\n", "fnames = ['rdms.zip', 'affordances.zip']\n", "urls = ['https://osf.io/dsnq6/download', 'https://osf.io/zcgub/download']\n", "dests = ['rdms/', 'affordances/']\n", "for fname, url, dest in zip(fnames, urls, dests):\n", " if not os.path.isfile(fname):\n", " try:\n", " r = requests.get(url)\n", " except requests.ConnectionError:\n", " print(\"!!! Failed to download data !!!\")\n", " else:\n", " if r.status_code != requests.codes.ok:\n", " print(\"!!! Failed to download data !!!\")\n", " else:\n", " print(f\"Downloading {fname}...\")\n", " with open(fname, 'wb') as fd:\n", " fd.write(r.content)\n", " Unzip(fname, dest)\n", " print(f'Download/Extraction of {fname} has been completed!')" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [], "source": [ "# @title load mat file\n", "\n", "def loadmat(matfile):\n", " \"\"\"Function to load .mat files.\n", " Parameters\n", " ----------\n", " matfile : str\n", " path to `matfile` containing fMRI data for a given trial.\n", " Returns\n", " -------\n", " dict\n", " dictionary containing data in key 'vol' for a given trial.\n", " \"\"\"\n", " try:\n", " f = h5py.File(matfile)\n", " except (IOError, OSError):\n", " return sio.loadmat(matfile)\n", " else:\n", " return {name: np.transpose(f.get(name)) for name in f.keys()}" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "## fMRI RDMs\n", "\n", "The fMRI data provided is available in form of RDMs. The regions of interest (ROI) investigated include two scene selective regions: parahippocampal place area (PPA) and occipital place area (OPA). If you are interested please watch a brief [video from Nancy Kanwisher](https://www.youtube.com/watch?v=EWK_hLrytQI) about these ROIs. Early visual cortex (EVC) RDM is also provided. " ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# @title loading fMRI RDMs\n", "# Enter ROI field\n", "ROI = 'OPA' # @param [\"OPA\", \"PPA\",\"EVC\"]\n", "\n", "# Load ROI RDM (num_stimulus x num_stimulus numpy array)\n", "ROI_RDM = loadmat(f\"rdms/{ROI}.mat\")[\"rdm\"]\n", "\n", "# Since the matrix is symmetric we set upper triangular values to NaN\n", "ROI_RDM[np.triu_indices(ROI_RDM.shape[0], 1)] = np.nan\n", "\n", "# plot the RDM\n", "plt.imshow(ROI_RDM, cmap=\"bwr\")\n", "plt.title(ROI + \" RDM\")\n", "cbar = plt.colorbar()\n", "plt.xlabel(\"Stimuli\")\n", "plt.ylabel(\"Stimuli\")\n", "cbar.ax.get_yaxis().labelpad = 15\n", "cbar.ax.set_ylabel('Euclidean distance', rotation=270)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "## Navigational affordance (behavioral) RDM\n", "To measure the navigational affordances, subjects indicated with a computer mouse the paths that they would take to walk through each environment starting from the bottom of the image. From these responses, probabilistic maps of the navigational paths through each scene were created. Then histograms of these navigational probability measurements in one-degree angular bins over a range of directions radiating from the starting point of the paths were constructed. These histograms approximate a probabilistic affordance map of potential navigational paths radiating from the perspective of the viewer.\n", "\n", "RDM for the navigational-affordance model were constructed through pairwise comparisons of the affordance histograms." ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ 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] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "### Load and plot trajectories data" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "`Trajs.mat` contain data on the trajectories drawn by subjects during the evaluation phase before main experiment. The data is organised like `[n_images, heigth, width, n_evaluators]` There is a data on 173 images, of which 50 were presented to the participants. The filenames are stored as `dtype`.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": {}, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "(173, 384, 512, 10)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "trajs = loadmat('affordances/Trajs.mat')['Trajs']\n", "fnames = trajs.dtype.names # filenames get loaded as custom dtypes due and type of array is initialy np.void due to peculiarites of how it was saved in Matlab.\n", "trajs = np.asarray(trajs[0][0].tolist()) # turn np.void into float32\n", "trajs.shape" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": {}, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(18, 10, figsize=(20, 30))\n", "\n", "vmax = np.max(np.sum(trajs, axis=-1)) # make all images share the same scale\n", "for a, tr in enumerate(trajs):\n", " i = ax.flat[a].imshow(np.sum(tr, axis=-1),\n", " aspect='auto', vmin=0, vmax=vmax) # plot the sum of trajectories over evaluators\n", " if a !=0:\n", " ax.flat[a].set_axis_off() # leave axis only on the first subplot\n", " ax.flat[a].set_title(fnames[a])\n", "\n", "fig.subplots_adjust(right=0.9)\n", "cbar_ax = fig.add_axes([0.95, 0.15, 0.01, 0.7])\n", "fig.colorbar(i, cax=cbar_ax)" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "`allPaths.mat` contains data on paths drawn during evaluation phase for images presented to participants. The paths are already summed between evaluators." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": {}, "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "paths = loadmat('affordances/allPaths.mat')\n", "fig, ax = plt.subplots(5, 10, figsize=(20, 10))\n", "\n", "for a in range(50):\n", " i = ax.flat[a].imshow(paths['allPaths'][:, :, a],\n", " aspect='auto',\n", " vmin=0,\n", " vmax=np.max(paths['allPaths'])\n", " )\n", " if a !=0:\n", " ax.flat[a].set_axis_off()\n", "\n", "fig.subplots_adjust(right=0.9)\n", "cbar_ax = fig.add_axes([0.95, 0.15, 0.01, 0.7])\n", "fig.colorbar(i, cax=cbar_ax)\n", "fig.show()" ] }, { "cell_type": "markdown", "metadata": { "execution": {}, "tags": [] }, "source": [ "`binCounts.mat` contains angular histogram for all images, calculated as per [1]." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": {}, "tags": [] }, "outputs": [ { "data": { "text/plain": [ "(173, 180)" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "angular_hist = loadmat('affordances/binCounts.mat')['binCounts']\n", "angular_hist.shape" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": {}, "tags": [] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(18, 10, figsize=(20, 30))\n", "\n", "for a, tr in enumerate(trajs):\n", " i = ax.flat[a].bar(range(angular_hist.shape[1]), angular_hist[a])\n", " if a !=0:\n", " ax.flat[a].set_axis_off()\n", " ax.flat[a].set_title(fnames[a])\n", "fig.show()" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "Subset affordances data for images used in the experiment and plot paths over images\n", "\n", " `fnames_exp` array of 50 strings \n", " `trajs_exp` [50 images x height x width x 10 evaluators]\n", " `angular_hist_exp` angular histograms data with 1-degree bins, [50 images x 180 degrees]\n", "the order of affordances and images is preserved\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": {}, "tags": [] }, "outputs": [], "source": [ "stim_fnames = [a.split('.')[0] for a in os.listdir('rdms/stimuli')]\n", "fnames_exp_mask = [True if a in stim_fnames else False for a in fnames] # make a boolean mask to select trajectories for images,\n", "\n", "fnames_exp = np.array(fnames)[fnames_exp_mask] # same order as affordances\n", "trajs_exp = trajs[fnames_exp_mask]\n", "angular_hist_exp = angular_hist[fnames_exp_mask]" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": {} }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(5, 10, figsize=(20, 10))\n", "for a in range(50):\n", " im = Image.open(f'rdms/stimuli/{fnames_exp[a]}.jpg')\n", " scaled_img = np.kron(np.sum(trajs_exp[a], axis=-1), np.ones((2, 2))) # images are 1024*768\n", " i = ax.flat[a].imshow(im)\n", " ax.flat[a].imshow(scaled_img, alpha=0.6)\n", " ax.flat[a].set_title(fnames_exp[a])\n", " ax.flat[a].set_axis_off()\n", "fig.show()" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "# Load behavioral RDM" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# @title Loading behavioral RDM\n", "\n", "# Load ROI RDM (num_stimulus x num_stimulus numpy array)\n", "behavioral_RDM = loadmat(\"rdms/NAM.mat\")[\"rdm\"]\n", "\n", "# Since the matrix is symmetric we set upper triangular values to NaN\n", "behavioral_RDM[np.triu_indices(behavioral_RDM.shape[0], 1)] = np.nan\n", "\n", "# plot the RDM\n", "plt.imshow(behavioral_RDM, cmap=\"bwr\")\n", "plt.title(\"Navigational affordance RDM\")\n", "cbar = plt.colorbar()\n", "plt.xlabel(\"Stimuli\")\n", "plt.ylabel(\"Stimuli\")\n", "cbar.ax.get_yaxis().labelpad = 15\n", "cbar.ax.set_ylabel('Euclidean distance', rotation=270)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "## Searchlight RDMs\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [], "source": [ "# @title Load searchlight RDM\n", "all_sub_sl_rdm = np.load('rdms/all_sub_slrdms.npy')" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "Searchlight RDM is in shape *n_subjects x n_searchlights x n_images x n_images*" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "## Mapping searchlight result (random) to voxels" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [], "source": [ "# @title Searchlight utils\n", "def readnii(niifile):\n", " \"\"\"\n", " Load nifti file as numpy array\n", " \"\"\"\n", " img = nib.load(niifile)\n", " img_np = np.array(img.dataobj)\n", " return img_np\n", "\n", "\n", "def get_blocks(mask,sl_rad=1, max_blk_edge=10):\n", " \"\"\"Divide the volume into a set of blocks\n", " Ignore blocks that have no active voxels in the mask\n", " Parameters\n", " ----------\n", " mask: a boolean 3D array which is true at every active voxel\n", " Returns\n", " -------\n", " list of tuples containing block information:\n", " - a triple containing top left point of the block and\n", " - a triple containing the size in voxels of the block\n", " \"\"\"\n", " blocks = []\n", " outerblk = max_blk_edge + 2*sl_rad\n", " for i in range(0, mask.shape[0], max_blk_edge):\n", " for j in range(0, mask.shape[1], max_blk_edge):\n", " for k in range(0, mask.shape[2], max_blk_edge):\n", " block_shape = mask[i:i+outerblk,\n", " j:j+outerblk,\n", " k:k+outerblk\n", " ].shape\n", " if np.any(mask[i + sl_rad:i + block_shape[0] - sl_rad,\n", " j + sl_rad:j + block_shape[1] - sl_rad,\n", " k + sl_rad:k + block_shape[2] - sl_rad]):\n", " blocks.append(((i, j, k), block_shape))\n", " return blocks\n", "\n", "\n", "def get_block_data(mat, block):\n", " \"\"\"Retrieve a block from a 3D or 4D volume\n", " Parameters\n", " ----------\n", " mat: a 3D or 4D volume\n", " block: a tuple containing block information:\n", " - a triple containing the lowest-coordinate voxel in the block\n", " - a triple containing the size in voxels of the block\n", " Returns\n", " -------\n", " In the case of a 3D array, a 3D subarray at the block location\n", " In the case of a 4D array, a 4D subarray at the block location,\n", " including the entire fourth dimension.\n", " \"\"\"\n", " (pt, sz) = block\n", " if len(mat.shape) == 3:\n", " return mat[pt[0]:pt[0] + sz[0],\n", " pt[1]:pt[1] + sz[1],\n", " pt[2]:pt[2] + sz[2]].copy()\n", " elif len(mat.shape) == 4:\n", " return mat[pt[0]:pt[0] + sz[0],\n", " pt[1]:pt[1] + sz[1],\n", " pt[2]:pt[2] + sz[2], :].copy()\n", "\n", "\n", "def blocks2sl(brain_mask,sl_result,sl_rad,max_blk_edge):\n", " \"\"\"\n", " maps searchlight results in blocks to voxels\n", " \"\"\"\n", " mask = readnii(brain_mask)\n", " blocks = get_blocks(mask,sl_rad=sl_rad,max_blk_edge=max_blk_edge)\n", "\n", " # Coalesce results\n", " outmat = np.empty(mask.shape, dtype=np.object).astype(np.float)\n", "\n", " for i in range(sl_result.shape[0]):\n", " pt = blocks[i][0]\n", " mat = blocks[i][1]\n", " coords = np.s_[pt[0] + sl_rad:pt[0] + sl_rad + mat[0],\n", " pt[1] + sl_rad:pt[1] + sl_rad + mat[1],\n", " pt[2] + sl_rad:pt[2] + sl_rad + mat[2]\n", " ]\n", " outmat[coords] = sl_result[i]\n", " return outmat\n", "\n", "\n", "def save_searchlight_nii(brain_mask, data, save_path,\n", " sl_rad=1, max_blk_edge=2):\n", " \"\"\"maps searchlight result to voxels and saves it as nifti file.\n", "\n", " Parameters\n", " ----------\n", " brain_mask : string\n", " path to nii file of brain mask\n", " data : np.array\n", " searchlight results to be mapped back on brain\n", " save_path : string\n", " path to save resulting searchlight nii file\n", " max_blk_edge : int\n", " searchlight parameter\n", "\n", " Returns\n", " -------\n", " None\n", "\n", " \"\"\"\n", " img = nib.load(brain_mask)\n", " functional_map = blocks2sl(brain_mask, data, sl_rad, max_blk_edge)\n", " task_specificity_map_nii = nib.Nifti1Image(functional_map, img.affine,\n", " img.header)\n", " nib.save(task_specificity_map_nii, save_path)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:72: DeprecationWarning: `np.object` is a deprecated alias for the builtin `object`. To silence this warning, use `object` by itself. Doing this will not modify any behavior and is safe. \n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", "/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:72: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n" ] } ], "source": [ "# @title Mapping random searchlight results to brain for visualization\n", "\n", "# number of searchlights\n", "num_sl = all_sub_sl_rdm.shape[1]\n", "\n", "# generate results using normal distribution\n", "mean = 0\n", "std = 1\n", "random_sl_result = np.random.normal(mean, std, num_sl)\n", "\n", "# map the searchlights into voxels and save results as nifti file\n", "brain_mask = 'rdms/mask.nii'\n", "nii_save_path = 'rdms/random_sl.nii'\n", "brain_map = save_searchlight_nii(brain_mask, random_sl_result, nii_save_path)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/usr/local/lib/python3.7/dist-packages/nilearn/_utils/niimg.py:62: UserWarning: Non-finite values detected. These values will be replaced with zeros.\n", " \"Non-finite values detected. \"\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# @title Visualing random searchlight result\n", "plotting.plot_glass_brain(nii_save_path, plot_abs=False, colorbar=True,\n", " display_mode='lyr', cmap =\"jet\", threshold=0.01)" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "# Example Analyses\n", "Here we correlate Navigational Affordances model(NAM) RDM with fMRI RDMs to find out which brain region (ROI/searchlight) has representation similar to NAM." ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "##fMRI-behavior comparison (ROIs)\n", "Here our goal is to find out which ROI has representation similar to NAM." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [], "source": [ "# @title RDM Comparison functions\n", "\n", "from scipy.stats import spearmanr\n", "\n", "def RSA_spearman(rdm1,rdm2):\n", " \"\"\"\n", " computes and returns the spearman correlation between lower triangular\n", " part of the input rdms. We only need to compare either lower or upper\n", " triangular part of the matrix as RDM is symmetric\n", " \"\"\"\n", " # get lower triangular part of the RDM1\n", " lt_rdm1 = get_lowertriangular(rdm1)\n", " # get lower triangular part of the RDM1\n", " lt_rdm2 = get_lowertriangular(rdm2)\n", " # return Spearman's correlation between lower triangular part of rdm1 & rdm2\n", " return spearmanr(lt_rdm1, lt_rdm2)[0]\n", "\n", "def get_lowertriangular(rdm):\n", " \"\"\"\n", " returns lower triangular part of the matrix\n", " \"\"\"\n", " num_conditions = rdm.shape[0]\n", " return rdm[np.tril_indices(num_conditions,-1)]" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": {} }, "outputs": [], "source": [ "ROIs = [\"EVC\",\"PPA\",\"OPA\"]\n", "correlation = []\n", "\n", "# Calculate correlation between ROI RDM and behavioral RDM for 3 ROIs\n", "for ROI in ROIs:\n", " ROI_RDM = loadmat(f\"rdms/{ROI}.mat\")[\"rdm\"]\n", " correlation.append(RSA_spearman(behavioral_RDM, ROI_RDM))" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "execution": {} }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "####### bar plot showing correlation between behavioral and ROI RDMs ###########\n", "barWidth = 0.55\n", "fig = plt.subplots(figsize =(12, 8))\n", "br = np.arange(len(ROIs))\n", "plt.bar(br, correlation, color='gray', width=barWidth, edgecolor ='grey')\n", "plt.xlabel('ROIs', fontweight='bold', fontsize=15)\n", "plt.ylabel('Spearmans Correlation', fontweight='bold', fontsize=15)\n", "# Adding Xticks\n", "plt.xticks([r for r in range(len(ROIs))], ROIs)\n", "plt.ylim(0, 0.6)\n", "plt.title(\"fMRI-behavior comparison\", fontweight='bold', fontsize=15)\n", "plt.show()\n", "################################################################################" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "## fMRI-behavior comparison (searchlight)\n", "Here our goal is to find out which brain regions have representation similar to NAM by comparing behavioral RDM with searchlight RDMs over the whole brain." ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 30679/30679 [00:39<00:00, 784.33it/s]\n" ] } ], "source": [ "# @title Comparing behavioral RDM with searchlight RDM\n", "# select subject\n", "sub_id = \"1\" # @param [\"1\", \"2\", \"3\", \"4\", \"5\", \"6\", \"7\", \"8\", \"9\", \"10\", \"11\", \"12\", \"13\", \"14\", \"15\", \"16\"]\n", "\n", "s = int(sub_id) - 1\n", "# get number of subjects\n", "num_subs = all_sub_sl_rdm.shape[0]\n", "# get number of searchlights\n", "num_sl = all_sub_sl_rdm.shape[1]\n", "\n", "sub_sl_correlation = []\n", "# Calculate correlation between searchlight RDM and behavioral RDM for all searchlights\n", "\n", "for i in tqdm(range(num_sl)):\n", " sub_sl_correlation.append(RSA_spearman(behavioral_RDM,\n", " all_sub_sl_rdm[s, i, :, :]))\n", "\n", "# List to numpy array\n", "sub_sl_correlation = np.array(sub_sl_correlation)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:72: DeprecationWarning: `np.object` is a deprecated alias for the builtin `object`. To silence this warning, use `object` by itself. Doing this will not modify any behavior and is safe. \n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", "/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:72: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here.\n", "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n" ] } ], "source": [ "# @title Mapping the searchlight results to brain for visualization\n", "brain_mask = 'rdms/mask.nii'\n", "nii_save_path = 'rdms/navigational_affordance_sl.nii'\n", "brain_map = save_searchlight_nii(brain_mask,\n", " sub_sl_correlation,\n", " nii_save_path)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "cellView": "form", "execution": {} }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/usr/local/lib/python3.7/dist-packages/nilearn/_utils/niimg.py:62: UserWarning: Non-finite values detected. These values will be replaced with zeros.\n", " \"Non-finite values detected. \"\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# @title Visualing searchlight result\n", "plotting.plot_glass_brain(nii_save_path, plot_abs=False, colorbar=True,\n", " display_mode='lyr', cmap =\"jet\")" ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "The images used in this experiment are in the *stimuli* directory. Using the images, one can also explore which artificial vision models have representation similar to navigational affordances, or scene selective regions e.g., in [3]." ] }, { "cell_type": "markdown", "metadata": { "execution": {} }, "source": [ "# References\n", "\n", "1. Bonner and Epstein, Coding of navigational affordances in the human visual system, PNAS 2017. doi: [10.1073/pnas.1618228114](https://doi.org/10.1073/pnas.1618228114)\n", "2. Kriegeskorte et al., Representational similarity analysis – connecting the branches of systems neuroscience. Front. Syst. Neurosci. 2008. doi: [10.3389/neuro.06.004.2008](https://doi.org/10.3389/neuro.06.004.2008)\n", "3. Bonner and Epstein, Computational mechanisms underlying cortical responses to the affordance properties of visual scenes. PLoS Comput. Biol. 2018. doi: [10.1371/journal.pcbi.1006111](https://doi.org/10.1371/journal.pcbi.1006111)" ] } ], "metadata": { "colab": { "collapsed_sections": [], "include_colab_link": true, "name": "load_bonner_navigational_affordances", "provenance": [], "toc_visible": true }, "kernel": { "display_name": "Python 3", "language": "python", "name": "python3" }, "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": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 0 }