{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "hide_input": true, "internals": {}, "slideshow": { "slide_type": "skip" }, "tags": [ "hide-cell" ] }, "outputs": [], "source": [ "# for lecture use notebook\n", "%matplotlib inline\n", "qr_setting = None\n", "qrviz_setting = 'save'\n", "#\n", "%config InlineBackend.figure_format='retina'\n", "# import libraries\n", "import numpy as np\n", "import matplotlib as mpf\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "import laUtilities as ut\n", "import slideUtilities as sl\n", "import demoUtilities as dm\n", "import pandas as pd\n", "from importlib import reload\n", "from datetime import datetime\n", "from IPython.display import Image\n", "from IPython.display import display_html\n", "from IPython.display import display\n", "from IPython.display import Math\n", "from IPython.display import Latex\n", "from IPython.display import HTML;" ] }, { "cell_type": "markdown", "metadata": { "internals": { "slide_type": "subslide" }, "slideshow": { "slide_type": "slide" } }, "source": [ "# Diagonalization" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "hide_input": true, "internals": { "slide_type": "subslide" }, "slideshow": { "slide_type": "-" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/jpeg": 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tR/Zw/u0ciBSucz9nP92nfZz/AHRXTf2cP7tIlgq/w1VkClc5r7M392j7G392um+yL/dp32Nf7tVyMTmkc6LL2p32U/3a3/s3tR5FT7MOcwfsh9KX7Ka3PsvsKj+zGj2XkHOZP2dad9mX0/WtP7N7Un2c1PsUHOZn2YU37OK1fszU37O9WqVw5zK+zimmGtf7O1J9nen7EXOYZszSfYzW79mNH2Y0/ZBzmF9jNM+x1vfZKPslP2bDnME2dJ9jrf8AsZo+xmj2bIuYH2Oj7HW/9ko+xmj2bC5zn2Y+1H2T2rovsdP+x+1PkDmscv8AYaPsNdR9h/2aj+w/7NHINSuc19i/2aPsddL9ho+w0vZsrnOa+xf7NH2L/ZrpPsJ9KPsJ9KPZsOc5v7F/s0fY66b7B7Uv9n+9Tyh7TyOY+x0fY66f+z/ej7BRyh7TyOY+x0v2GunGn+1O+xf7NHKw5/I5r7C1N+wV1I07/ZqQacfSk42Gp3OV/s+pP7Prp/7O/wBmpRp3+zUtXKuct/Z3+zS/2ZXYx6OW/hq4ujD0qGrFHD/2UaX+ym9K9A/sn/Zo/sof3awA4D+zG9KmTSNw+foa7g6QPSnJpW0dKAPljWbN7DWLy0l6wyYH07Vnba9J+LuhHTfEUN3jbHew5/4EvB/SvPNm6vKqaTaPVpfAQ7aO2Gp8kgTgfMareZJn71JRbHKaiyfHzpU/l1VV2b71XRKv8RxWc00XCSkhIpJYDugkkjPqjYrotP8AGurWW0SmO9jHaVfm/wC+hWIE3crSbahTlHY6HRUz0Ox8f6bOFGo201k394fOv6c109he6Vqa/wDEvvoJj/d3Yb8jXi/l03yxnPf1raOKktzCWCi9me9vpxX+CiPTj1rx7TvEus6T/wAeV/KF/uO25fyNdrpXxYkTaut6akw7yQfI35dK6Y4qnLfQ5J4WpHbU7T+zPaj+zPapNL8ceG9WwI79bSQ/wXK7P16V0scEVwm+3McydmRgR+ldMXGa0ZyyjKDtJHFXHhixvJPMurOGaT1kXNQp4N0dT/yCrT/v3XcSWB9Kb9jp8iFzs5FfDlnF/qLOCP8A3IwKZJo4X7qV2IsuacdP9qfIHOeOeO9LP9mQy/8APOYD864OC2/eCvePHWi7/CmoOo5iUS/ka8jFsPvenP51x1laR2UfeRyOoweVefWquz5q6DxBb7Hik+lZJSuVs6YrVoqhOCKRE3R1Z2fP9abGm3fupjIwnFaNgvE3+7moIopJf9UOP7xrSs7P7Pk/eZlwaaTEmnsTW2nSajNb2qL810+38O5/KqPjKSL+23gtf9VaIIBj1HX9a7/TI00Dw5eeI7xf3mzybJT3Y8A/nXkz7nLM7bnZssfc11JOMdTilJORBim4qbFMIpEkbUc08CnYoAgpy08Cl2igCNqXFP2U4IWOKAHQR55q0EqVItiKlPEdc7d2d8IcqsVn+SPPrUVnbG4nUdhyaddNum2L0HFbenWf2aD5vvv1q17quYS9+ehH5W2l8urnlbqelvWdzdq5QSCn+RV/ygtJ5Bai5djOMdL5NaItxSSRjbRckzWiqC4j/dtVueVV4Tk1QcluWouHLzFXYaNgWpzSbaBlfZRsqxto20AVihoqyUoq7mfKU+KbUlFXc5+UixRipOaWi4cpFsoxUmKMUyCPFGyn7aXFIpK43FP20mKdii4+Uv2MW6CU+gqLZWppcW61uPpVVIuKw5rto7lBqKuV0TcatRx1OIxTkSpuJK5QSPdeR/7xrfiirOtIt16v0NdLb2/yVLlrYuK0uQpBxS/Z6vCCnLH2aocrFez8zLks1lTDCsG80bYdyhlPqK7B7futRvbh6cZidJPc4+2vJLb5bw7k/hk/xqaKN2TzoH+82fwrVvdM2xs6L+HasiFns2xtzH3T/Cq0esQu9FMv7W24/Wjy2znvVq38q4Xfbnd6qeoqVYivauNux6CTaujMe03Nvtzsk7r2qsyrghl2P0IrcCBj6NTZrNZlw3EnZquNS25nKhde6Zhs9sCD8qrmN0+8vFaO94D5Vwny9j/hU/kjGV+eI96tTa3F7JTOeksD96D5T6VXTKy/vRg10b2m3lc4qtLarL6Voqi6mMqDMyNNy5qbZSGF7Ns9Y6mjdX+7Wt0zlaaZG6cVjzx7J2962ZPvVTvIvkV/Sri7GMlZFLFXoh5san8DVMVcsj+8EfZqTHT1dhl1F+6z6VTX7tb0sJZCOOayEj2nDURloVVTTuyICrAFLsp6CqbuYgBQUqUCn7aRR7D8IdV/tGyfT5/mltvu/wC7XqiWH+zXzf8AD/XF8O+Jra6n/wBQfll+hr6yt7RZY0kT5kZQyn1B5Fethvfha559Zckr9zEFh/s08af7V0qafU8enf7NdajYw5jmBpe7tS/2PXZJp9SfYuaGrC5jjRpA/u1L/Zg/u11f2IelN+x89KpRuZvQ5N9M3fw0n9kV2AsAxqx/Zo9Klqwzgzoh/u1EdENehDSxTf7I+f8ApQhvQ83Oln0oOnV3cml/Ow21XfR/9mtOUlu5xP8AZ3+zUR08V2Mulle1MOkCrULEXOMNltqu9nu/hruP7JX0pP7FVu1UlYLnC/YKm+we1de+gn+Gqj6S6/w1ooXJlI5n7HR9jrpBpbt/BS/2RJ6U/Zk8xzH2YUn2Gup/sh/7tH9jtT5LbBzHLfYaPsvvXV/2QaY2lsv8NHKmT7Q5f7L7037D7V1H9mn0p39mf7NV7NIPaeRyv2KofsNdf/Zh/u0n9mn0pqNg9p5HK/YKd9j/ANmuo/s7/ZqI2HtVKCluRc5z7H7U37J/s10n2H2pPsR9KfskFznfsP8As0fYf9muj+w+1O+yf7NHskJzaOY+wGk+wH1rpPslN+x/7NaKjcXtGc79gPrSfYveul+x+36Uv2T2/Sl7ITqHNfYj6Uv9ne1dH9hP92m/Yf8AZqvYEup2Oe+w+1H2H2roxYM3apP7NPpQ6KQc7OW/s+j+z66gafu/hqYaYPSj2aDnZyX2D/Zo+xV1/wDZf+zR/ZXtU8qK5jj/ALF70v2A+ldgNGqX+xwp+7UOCRfNbY4pdOP92j+zv9mu9Glj+7S/2UvpU2KjI4L+zj6Uf2cfSu4fS/8AZpBpTt/BSsXzHF/2afSpBpf+zXZjRjQmlnd8y1PKHMcsujlu1MOje1d2NOCjpU1vpW45YfSsmrGiZwSaK/8AcqwNIK9q9D/sv2pj6V/s1m9Rnnp0j2q7a6H3K11H9ljd0rTi0zjpSkrFI5IaSF7U/wDs32rsP7O9qP7M9qwaubnI/wBme1H9l/7Ndd/Z3tTxpntS5QucZ/Zf+zTv7M9q7H+y/anjTPapasB4T8bPB7al4Pa9t4ZJbrTJRMqxrklDw3H05r5guBLt3eXJHH2LKRmv0aGnV4/+0RpSJ4JMiwxgxXCHiMD+VcVWim+Y6IVZKPKfHO2kxWxKB/dqkdvpXMaFTmrNuQ37t+nal8pWqLy9snytzSaUlYqLcHct+RJFzEePSgXxQ4nj/EVdtv3se786eYw33l3V5rnrZq568INq8WMjeGf/AFbr9Kk8s1Vk0+PqnBqIC7gb9y+4DsaSgpbM1U5R0ki75dNKUxNQZeLiHHuKtxzxz/6t+fSs2pR6G0ZwlsyDZVux1C80599hdz2x/wCmchFO8v2pvl1mqlthunzLU6rTvih4isMCWeO+Qdpl5/Oux0342wYA1bSserR815J5NR+XXTDF1o7M5pYKjLdH0TafFLwreIC0rwyf3StdHZ69oWp4+x6pbEn+F22n9a+U/KFPCOnRmFdKzCaeqOSWWx6M+sdc02O60LUk+V42tn5DZ7V81WxH2eAbc7l2k/SqUWsapBGY4tQnEbDBXzD0qvFdTwRqu3dt6VVTFQq26EU8JUo363J/EUG7TUk/unBrnkTfHmti41N5bd4ZYW2N1qlZpYAL9okkY+h4FRpLZltO5RSGS5fFum7/AGu1acGkc77g7j6VqRy2mFEVwiD06VZRN33Sr/SrSsiXq9SkLbbWjouitrOqW1kG2ea3zMeyjqfypPJP93rXd6P4ZsdN8L6lr/iNGRbZPNgdGwQR90L65Na0Y887GdWXs43POviV4ottav7fStE3Lo+lfIh6eZIOC30HauG2mrLu87vLP/rJCWb6mkxW0nd3OJKxW/4DURFWyKixUjI8UxqmIoRO9ADNlGKkxRigCPHFWbKH59zdulQkVdQFVQYqZbGtL4rkqDcadcN5cJfueBUccoRvmNMvJRKAq9BWHK7nZKpFRunqM0u18+5Ut25rpkjrN0WAbM+tdAsFVPciivduVPJqXyasiDdU4t+KzbsdKVyiIN1K0VXRH+VVby5S34X55OwpjasVJdkA3u22sue5kl/2E/WppS0r75TuP6Cqzn+7+dTzJ7ByaakD/LUON3WrGym7Kokh2UbKn2U8gKPmoG42K/l0jFUFE0wT6+lRW9ncX82EG7+Qq1G5yzqpaRKzys5+XpRXYWWgQwR4lHmyHqW6fhRVOokR7Cb1OOxRin0UxJXG0uKOKkFOwPQTbSYp9NouSRAc1KBTU61JQnYYmykxzT8Ud6G7gdHpA22tx/uVTROK0dOT/iXzn6VXQcVwXtJnqNXjEj2VJGlOxU8YpN2KsQ6ZFuvHPoK62C3/AHYrC0SPdcXB+grs4IxtWsZy940gvdRREHFNMAzWqYxtpHjCrnH3eajmLsZZgOfemPbHqnX0rm49fuoJCVZXGfmV/wCldXpGp2upr+5bbMPvRnqP8a2lCUEYxnGo7Iy9QXZZuW9qy49MWeDzJe/Q11etWYlsZRtxJxg1naVteyx3HDChPS4pRu7HM3FlLZy+ZEdknZh0P1rQ03UYr79zcDyrn07H6VuSW6dHXcprE1HQP+Wlt83f3FEuWqrMKTlRd1qXpIFYYkX8ajMTRD5/nj/vf41nW2tSWv7rU1Zk6CXuPrW6pSeLzIDvQ9xXHKMqb1PUpuFZXiym8aNHsnHnQnv3FUjaTacd9t+/hPUVrvEIvmT5R3WmI2w/uu/VaSm0KUE2VIvKuE3QH6ioLqz3exqxLZK7+bbt9nnHUUyO/wBp8q/Tyz/e7VpG99CJKNrT+/oY7jb8koz71Qns2i+e3+YeldPd2YYbk+ZfWsmQNAcryO4rsp1L6o4K1JJ2ZlpJu+91FPePfGwqzLHHL86/Kaq/ND98bl9RXQnc4+Vrcydm3j0qeL5Sp9Klu0Cy5XoaiStG7nMjpkjEseV7rWHdxbJz71s6POrWqhuo4qHUow6b+6tzXHTlyzselWh7SncyAKegoSpgK6zzRmKeBT8U4VJsRY2nNfXfwU1aTxB4LgWX57iwb7OT6p1U/lxXyVtr6i/ZE8QwyjxF4VujtkfbeW/uOjD8K7MJPkq+pyYqPNT9D1pLA/xLVuPT91egpoAI+ZqqSaKUJGK+gUkzxmrbnLDTytH2Lcfu10Y0hv7vNILIoelPlT6k3MVNPH92mf2f/s10IhC/w1KIlqlGwXMKLTufu1ZGlj0rZESLUsIjrNxuUmYn9mL/AHai/sv/AGa6TykanmGOhRsPmOVOlj0ok0r2rrBbpR9mjxT5SHqcK+jhj9ymvoX+xXbG3RT92o/3XpWnK+hKlc4T+wmU/KtWYNE2/eTmuzMUVQeWq02rkwdjnDowbtUMmgRY6V07sM/eqlKF+tKMGPnOSk0ZUNN/s6Mdq6SWAfwrVCSDb/DXRFcxi5WMh7BOy1F/Z4/u1p4FNwrVfsvMz5jK/s8f3aiOn/7Nb/krTDEtaKFiXI586eP7tQmy/wBmuhMS0x4krT2aZPMc8bSk+xVtmJag8pa0VNMLmT9hqI2Yrb8paTyFqlC3UT1ML7Ef7tL9gNbnkLSpbrT5EIwvsdH2Cug+zJSfZk9KpQuJ6HOfYKPsFdJ9mSj7MlaWC5zf2Cj7B7V04to6Ps0fpSsO5zX9nn0pyaZ/erphAnpSmBaLBcxE07/ZofTj/drdSMCnbB61nyhYwE0z2p/9n/7NbmFpdi0coWMUWP8As04ad/s1sgJTvkpciKuZA0/2p/8AZ/vWpmNafvRqhwsK5im1pwtK0DVlNn8VDppDuZCad89aCaT7VeiMKmr32u3j/irmnB6WNYzRiHSaRtMXK/LWpLfo4woqOK6H92p9kyudFFdKDVcXTttacM6f3ak82NvurWTg2ac5RTT6glsP9mtdRUjjdWfLYbmc3/Z4z0qzBZcfdrYWNaRWUHrRyuWw1Mq/YKPsP+zW1DNFJVjyo6z9m1uXGZz39n1KNP8A9mug8pKZ5ca1m43NOYw/7O/2TQdO/wBmuj2R0nlo1Z8popXOeSwryH9o6y2+BrsY7xmvf/LSvHf2kAv/AAgt57baxrK0GXB3mj4DuY+9VChrTuPuVTNeItT027ESIaTH71t1Sx9Kjf8A1tWlYhu5Zt5DG+VrQLlf9bHis7HOK1NOuN6eU/3l6fSuHEwsuZHo4Spd8gI6N3okj2srr071YeFfSkSFK868UepyTasQSQeYny1UW0V938JFaceA4jb8Kikj8qTzF/GrjO2hnKnze8QLb3Uf+qfctSJduvFxF+Iq6u1ulSlB/drPnvujdUWl7rKiSxS/dfHsam8j+6M0PaRN/DzTfIC/c3VF10ZajL1HbD6U3y6jSSVgdvO31pPt5X/Wwj8KfK3sLmh6E/le1N2ClS/tX/j2fWpQY3+46tUvm6o0ShLZkJFRFA33kWruymeUKE7EukZs1lHKMbcVUOmSRcxSsv0bFbZRfXFNGNn73p3reNeUVZHNOjB9BPCVhqmteILDTIbyQRTSfvm67Ih94/lXp/7QmuW1kdL8H6RxDbRLc3ij6fuoz9B8xrr/AIT6LpXw4+Hur/EXxRCrvNFjT4pOpUH5Que7t+lfOOr6rd+INVvdW1Z/Mvr6Zppj7nsPYDivoqSdOinLeX5f8E+brSjKq1HaJnbKQip6gkO1c1JBAfmfFJiljXvS7TSsBC/XFPxtpyJ3oOP/ANdFgG7aTFO4p3FICMDvWqg3KPpWfWrbj93WVQ6qC1ZF5Kt95ar3ce0A1fxUGoL+7H1qI3bOitBcjNHQ0DRj2Wukgi3LXP6D9xR6pXVWyMoAWiehVDZCpb7aDB3boKfPdxWqfvW57CsK91KS44zsT+7/AI1zJpHdytj73UwuY7f8WrGkIJzJ1PbvTyd33PzpAg/H1obuPlXQq7Gf73yj0pXjCj5RVvaKjkHahSuVKGhR2U/ZVpIt30qvdXcVvwnzvVpuWxjJRpq8mNbbEMv+VZ01xv8Auf8AfVTRxT6lMsaIzseiiuy0fwjFb4m1HbNL2j/hH+Nbtxp/EcN5137qscppuhS3m2WfdFAf4j1f6V11lYxwxiK3i2j0rfMUaoZH2pGq8u/QCuX1Xxhb2+6HRU3v0Nw/T/gI71k3Orojbkp4dXbNK48q22+fJHGx7GivPZ7mS5lMtw7SyHqTRWyoJHK8XK+iKdIaWm1RLCnimVbCg00rmbdiIJuqRx8tSVHJ9007WFe5DH96pKji61NQMbSd6fTR9/8A4FUjOq09M2BHrIKqAbd31rT0uP8A4liH1lNUUTdv/GvOi7yke1a0YjamjptPj6Ck3cEX9AHzz/8AXWuzjTaK5Hw0NzS/9da7WNNyVhN2kbRV4oiFVb6RmbyU6FCX+mKvd6ieLck8nfYVH5VlGWpT1PLzp0t1G0tvyVJyo61TEksEitG7Ryx/dYcEVb+0tauJIHw+Tg1pJJY62nl3u21uv4Zh0J9xXsHiNXL+neM/tFu1prA2yn/V3KfdP+8O31rYsbcQTe10Mx++K4PUdMudJm2XSfKfuyDlX+hqbTdansAsMu6az3ZCd4z6qf6VhKkt4m9Ou1pI9Akj/KoOYP8AaXtU1pqUGp2omtn80+3X/gQ7USoyo26L8K5tTs0krmZqlhbXVuZW+QjuK5hBe6NJ5truEbc+W33TXUeXvkV3bgdF7VePlXUflzore1a8ySs1cxV73TszIsdWs9VCxv8A6Pcf3D/Sp57VojjvWTqvhhlzLZdufcf41X03xI9qRa62u6PosvpWMqL+Knqd0MSpe7W0fc2VkDHE/BHRu9WJIY5U8u4VWQ9P/rVJ5EV1GskB8xT0I60qPsTbL86e/wDWuRyT2O5RstTFmt59JOYN01t/d7ioXSK5DSW5+buhrblik8tntW3gdI3rCms5bqXzbMeTNGMsvvXRCXNucVaPJotSk6VTl3RPlelXo7wSny7v93L0z6/Wi4j4ZfutXbGVnscMoqSujImAYZxtqonXFX3TcKoyfLJXQjgmtTU0iT968TfxcitQxeajhu9c3FKYJkkXs2a60YfZKn3JFrkre67noYd3hY5hx5UrK1TgVa1i08t1lXoetVo/mWumDUo3OCrFwlygKWiiqsMeK634aeLz4F8eaNruW+zQzeXdAd4X+Vvy61yQpzdKE3F3QmlJWZ+qWn6pDeWcE9u6zQzRB45E5DqehH1p9xKN2a+V/wBmD4ozPHZeD9S3TKjkWUhbJQH/AJZ/TPSvq4RpnDda9+lUVSPMjxakXCVijiRzlelVmtZMsd1bu1KaYB6V0Rmc6Rgm2k/vUosZ/wCHNb4tx/dpTb/7Nae0ZLpp7mCbSZBnrQm9fvLWtJb7qYsCfxc1XOZchViy1W0t+9KoVasoKmUy4wIktxiqkoERxWnTXQN96oUrGnKYc8lVi9bMtguMqKzpYg/CiuiMkzmlGxT8w1Gbg/3allj2darGrMxDOab5m7vTJAMVEELH5VppXAs/LVaVN33atpYzN/yzxTJbaWIZaq5rCauZhiFQSR7fu1MS9Ru5/u1uQQAtVdzzVh81Hs/2a1TsQyAk0hJqbZ/s1F5belaEkdNp5Q/3aXYf7tMRFxUealKU3aapOwD80ZplLipATdS76MU3FaJ3B6hmlpcGk5rS9xIdSZpOaOaYD/M207zqhwaNh9aLBcm8yo2fFNwaMGhKwN3DfUwkqHFN5oauCdiwZBTWlqKmbRSSG2S76TfUe0UtUSSb2p67qZup4JqGWh2DTjGabmjfUtXAfHGVq/EAoqkCalTzP4ayEa8eP4avbVrHt/Nz83StaN+PmrjmrHQncmEdJ5NODips1iWVTDTHjK/dq3kMads3U0Wo8xRUSKflWrEcknpVgIoqdR/dqXoPksVfOb+IUefV3ZSGAf3aXMaXKnnU9JaJINvK1CM96i1xo0BLXkP7QUif8IfqYl+59n/XtXqIrx79oyVYvCtzGx/1kRx+Arjr+7TZtS+NHwy/zRmqtWXPyCqTfeFfP09j2Km49etQv/rKkFRv9+tE7mUlYtP/AAP6rQhKsrJ1HSpmTdZwt6VADx9Kb2EmbttdJOuR17in1k2xCupT+KtHzdv3o2+orwq1JQl7p9JRrc8feFkG5fcdKlyJI/cdai+1w/3tv1qMyiKQSxH5G+8Kz5ZNao154p6CwS7JPLP/AAH/AAq/VXyElO/7wp4hKfclkSpk4yZtSc4K25NijG2of9JX+JXo8+dfvQ5+jVHK+5t7TyI5Aba43f8ALGTr7GpygbqKikux5Z8+3kxUMRfZmNm+hrVxbV2c8akYyajqPuLGNk3benWqf2CN+UZkq79omXqFamRHO9G4NUpTitWYSjTqS2KX2K5T/Uz/APj1PEmqxrnesg96vgH+KjFL2re6QKhGPwtozPt91Ly0K59QK1PDcSa14h0nTtSDra3d5HDMY+uwt82Pwqlcr9mdZV+6eGrq/h/qcOkeJDqE6K/2S3klVj0Q4+9XXSjGpUirbnHVlOEZNu9jrf2kfGx1bxTF4T0do4/D3hxESOOL7ss23lvoo4FeKeYKt315Jf39zd3DtLLPKzsx75NV8BvvV7U5Ocrs8GKUVYTerfdaoJEMkn+xUrwrTPJFQUGKbin0UAIyA1C4FSO1Rr1osA3ZS0UU0rAPHVa1U+4Kyf4k/wB6tdO9c9Q7cPuxag1H/VCrGQtVb35lAWs18Vzpq/AzU0QnCY9K2n1EwDy4G3t3Y9BWDp9vJHAN3B/u1aL9k61FWrFuyNcPQlGN5D55T9923yGquC33/wAqlPy89W7tS1yXsdjTQ2igDd92nD/vo0WK5W9htNZo1TzJztWobq/iteP9ZL/d9KoR2l1q0+W3H+lbwpOWr0RzVsRGm+WKuxLnU5Jv3dv8kfr3rR0fwtdahiSb9xb93fqfoK1tM8Pw27gsPMlH5CuojQW8DSXEuxOrMa1dRRVonNGjKrLmqO5Hp+k22nx+XZx/Vv4m+pqHWNcsdBT/AElvOuT9y3Tr+PpWFrXjdUV4NH69DOf6VxbyNK5klLPI/LMepohRlJ3kTVxMYLlpmhq+u3mtN/pb7IR92BPuj6+tZdFT2lnJeH90Dt7seldukVY8yUnJ3ZBRV+S3jgOM7/eii5JmUUUVidA2rS9Kqj71XkWqREgqOT7lTbahlHyU2KJXi61ZxVaLrVyhmjG1Gn3/APgVPFLD99frSeiBLU7nTE/4k1uf+mjfyrKhHyPXRWMeNDsj6lzWFGm1Jq8WEuaUj6ScWow9CCpY+gpuKkiHFanMlqbHhSMsJz/00rrY5eMRLvx1PauV8MI8tt5UXGXJd/au0iiVIwqDiuWp8TOiEfdQsdi8pQv1qS9tvsunXUjdFjZgfwrTgHzr/u1T8WP9n8IX8v8A0yI/PiuZSbkkatKMWzwojdbRHv1piH56tW1wqxRJKu9PT/CpRp+5/Mtf3sR6+o+or6A+eauWLPWJLWP7PdKt3ZN1ik/pS3eiLPA13obNcW4/1kP8cf8AiKz7wbSg9FqXTNRm06fzIHwaBaOVmVba4mspfPtX8qTv6H611+m+KPtY2NtSUdVNU9b08S6UNUkRUmbGdnHX2rkgjr+8U4K96lxU1qVGcqTPRM1IDVLRPMutNWV/mPQmr5j5+WuOW52rVXLkBOz5mrN1XQbfUkY7VSQ/kavRj/aqxH8wqeZxZaSa1PN5I9T8Nzf6MW8rvGen4V02ka/b6umP9Xcj7yHr/wDXrfubaK6j8u4TcK4XXPCktk32qwLYHO5Oo+tU1Ct8SsxwqVMN8Osex0V47wASQKzEnBxUFoh3XUn8RYDNc3Y+J5ov9G1Zd69pP8a6Wwfz45inIZsr+VYTpypqzOunWhXleBkXccdwxFwuyTs/+NUWkntPkmHnQdv/AKxrfktcjD9RWZLEyblb5lrojJM5ZxaZQIjcb7dsjuvcVmXKbTWjJC0R3wD8KpXMnm7d3367E7nnT+Erj5krpvDs32i3ktm+9Hyv0rmkPGK0NGu/sOqRFvut8p/Gs6qcoNI1w1RRqJvY6S6txNCVbr/WuZiyrFG7V1l9HJbzvMr/ALvH3Pf1rl76OSC5zKMFuaww8+jOrFws00OptOorsPPFFPpAKWgDo/AXieXwf4u0rWIj/wAelyjt9Aef0r9MTLDexw31qcwXcSzREd1YZH86/Kmvvr9mPxofF3wtgsrl/Mv9AmNm+evl9Yz+XFehg6lpOLODFQ05ketAnNaETlh81Ug9XF+ZFr1Weda5NFIOnentIKrEVDLKfWhK5UpcpJNIKrt8zYquS3rTPM2HNbKNjFu5fQDNSA7azf7SjWj+0lo5GxJ2NUfM61MRWUmpbakbUl/u1m4Mq5ZcHPtQYx6VnS6j/d4qH+1D/FV8jJc0ye6gic9Kybmw2/dap21BG7mqUup810RUktDKTTIVsZH+6K09MtEgT5/v1nrq64/u0g1AN91qtqUlqSnZnQoSv8NNuYPNTDtWSl+38L0k9+7/AHnrPlZfOhZNLRf+WlU5bIL2NR/bOc4p8l4G7VtaSMHZlPygtNOP7tDzN6Unmn0rVGZC8hX+Gq5uD6VeZ93aqLwFvurWiEyIzn0qEz1Y+zlqheHb96tzMjMlRl6mMQoES0XCxFml3VYMC+lMMIpiIc0ZpXTbTaAGZpd1Np22txjsilzTcUm2qJH5p3FR80tFguOoop1IG7CbRRtFJTqksYUpNlTUU7isMEdP+z+/6UuaN9S7jIhFUmylzRmmAeXUwjozS7qzbuSKkQq9GgrPDmpRK1ZtXK2NMALUgxtrLErf3qnE5rJxsaJ2NZBTl+9WalwVqUXp9FrBxfQtM1hinedis0X3vUb33tU8rKuav2ke1WBJuFYBvfakTUCvbik4Nl850Bl20z7UKwjflu9L9p/2qXI1uHObbXC4quZ1z1rMM/vUHnVNrlc9zb8wV4Z+0fOH0HZ6QyNXq4ufevHPjptuPDOr3Mn/AC72R2f7zECuPFxtSZ10X+8SPjN/uioJBzVlvurVaavl47HtzWoi1E336mQVFJ/rK1huZ1I2Rs2q+bYY/wBms+MffStLTB/o6VA0XlXo9GrapG0bmdN+8QJnZ8vUdPwrajZbiNJF6OP1rNSPbI4x71PYv5Vy1u33JuU/3u9eXWtKOh6+HlySsy3cRhkyR061TESyOU6elayR7qpTwGL50/h5rjpzs7HfUpacw1IHj+4elSfa7lOCkbirKYdFkXoaa8YrNyu9UaKnZaMYNQH8cDL9KcLu3Y4Z9h91pnl02eDzVyv+sXoKSUG9R81RLctebAyEeahBqsMLxnPvVWLbuztq2AF+7TlBQEp8wmN1QXHylGXoOD9Ks0Ou9GVu9KL5WVON1oIhDjK0tUYXZP3TcEVLuf8AvVUocrM41U0WG2spDjg9qoXSXOkrPZP8nnYLjvjsDXQTWsnh6ztNS1If6TcAtZWzdf8Arow9PSuTkkeWR5Z33yM2WY9zXrYSjKmuZ9TxcbXjUlyroNp1FK52pXceaRE7nx6UppIxtGfWnUANptFMlPy0AM+89PxSRjvT8UMCN+hpkfzNT5X2r70kSbUoWowP3k/3q1FO0VmleR/vVox5YYX1rCpudVF2uKA0r4RcuauwW8aHP35fX0+lRlxBFsgGPU1XO5WTY2CeK52nJHoQcYa7mkDTv84qFZkEa+vpUqEyDLflXPZrc7YyUthfvUtOWql3qSW/B/eSdlH9aSvJ6IqbhTV5snkKxJuc7EHesua+muT5VmGCevc0tta3OrzZf7g/IV1dpplvZJ+6XL92NdKjGn8R5061SurR0RiaZ4eJ/e3f5d66OC3Cr5dum0UhIUEt8oHU1z2o+JdqmOy5X+/VLmmyfcoo6a51Sy0OLMr+dcelcLq/iC61mT96+IuyCs2aeS5bfKdxptdEKShr1OKriJVdOgUnLHCjJqaC3e4b5enc1dR7ey4i+eQ96tysc6VxLfTBGPNvW2j+7SXWqkDyrX5EqtdyytKyu3TtVWMbpFpwjfVjbs9DZgs/NtEeTuxorVtVMlmmBn5jRU3DlOQop1NqDUB96r4+7VAferRXpTRLdhKgn+5VmoJfuGmBViHz1ZqvD9+rVCNBtEX+tWnbaSH/AFq1MnoVH4j1W1iH/CL6S/r5lc1t/dTH1kxXc6TZNfeFrEA7WRHP61yTxbbDPrMa+bozTlJeZ9biKTUYPuv0RlyDbmpIkpbkbVqxaR73ArubsrnnxV5WOl8KRbLGIf7xP512tvp4aPL9ay/BOkJeab5p45IH512k1t5Ax6LXlVavvOx3wj7qMOBOW/3ax/iK/leAZ/8Apoyr+ZrpdOt/P3Dttrmfi+n2XwjDCx+/cDmlSd60V5kV9KUmeGD+GtnQi/8AaQKHBCnP5VmyW7oiPj5D3rW8MR7ru4b0havpZbHzaWo+8+x6jO6S/wCjXP8Af/hNZpspbWTE/TsR0NQXjlrmX61e0+9dU8l/3kR/hNMmye51HiZPK8KWSd5HX9BXFyR7YJT/ALNd146HlaXpMX+1/SuMvfltZqiGxctJWO+8KQiTw5D61OYOc45qfwrHt0CxHqK1pbQ/aEO3dGetedOVpM9SFP3VY5rf8jbutNR9v3flrC1jWZLPU3jxviLncPb2q/Y6jBqMWbd8sPvL3H1rVwcVcxVRN2NVbjs/51Lmsku6mp7e5P8AiKlq5adzH1/wnFfK0tiqpL3Tsfp6Vyun6rdaDP5NyrGANyvda9ODhxlazdX0S21SE+aNs235XH9a1jUUlyzMZQcXzU3ZkFveQapAskDrn1/xFVbi1Kn/ADiuTezvNCmW4tvun8jiuj07XLfVU2S/uZx1FZSpOlrHY6qeIjW92atIiMW5/miXG7FZGtxIkqBVwcc11kluPl9ulcZrku67lHpxWtFqUjHFQdOHqUU+VGP50r+q9qmtot1s47moVO5MeldqPN62O1tVe60dbnf51wIsqnbjtWfqkJuNPjuduHxkipfB91xNbN/B8y/TvWy8I/0mJunUfQ15Mn7Ko0e7GPtqKffR+pxkR3JUoFNliNvO8bfh9KkFeommjw9U7MePvUOBSp81R96YBivdf2T/ABqnhn4jy6NfSeVZ+IbYwLnp9oT5k/MZFeHj7lTaTq83h7WdL1m1RZJ9Mu47pEPR9hzj8RWlOXJNSInBTjY/Tw3fJD/KQ3Iqwl1tHyvXI33iqz1bTvD3iHSf3mn66FZXHQFlyM/jU39ov619Oo860PnJPkZ1H9o/3nqCS5T+/XN/a/8Aap32kf3q2VJozdQ2jcj+9VKW796pfaBUZnFaRRPOWjKfWmCU/wB6qPnCjzxWns/MybsaQu2ppu3rPEm6mu9CjcOYuy3rf3hVQ3r+tVjJTCapQSFcsm7l/vVXMrt/FVYyc47+lJ5hrRQsHMi4HpRJVDeaZk07Ep2NlJ/epvP3fxVgfNS/NU8gJ2Nzz1/vUhuo171h4agRmqsK5tfaY/Wj7VD61jpAzVP9ner9mTzGj9tjpn26KqX2dqZ9namoJBzFk3g/hqpLcF/urtqTyDR5Bq7EkGXoy9T+QamFvTEUvm/vUvzVegtl8z5q1f7PSolJR3LjHmObfc1Nwa6RrFagOmRt2pKaYcrMQA0u01qPppX7pqP7H71SkmTZozdlGytH7P70wxha15guUttO2VNso2VYyHYPWl2CpdlJigCPZTtoqTFTYpN2EQbKk2VJto21DdxEO2otlWsUYoTsBVxUmKmxTcUN3AZtpMVLTDUgJRRRQAUuaSikMfvo30ym0xEvmU3zKjzTeaAJfMpvmVHSZpDJvOqTzaq76bvpNXBOxeNyahNz6VzPiDxbpvhwD7Y8hOCxWJdxRR3Iri3+N3h9gj29vfzRn7zbVXH5nmuGdWhCXLKWp2wp1JK6ietG4+WvIPjk5/4Vrrki9WaJD9N1M1H466FZ27yxWN9OnRfurk/ia5f4z+MrHV/hlp8Fnc+TcaiILpYDw00ZJz+RrzMZXpOi+V3O7C0pxqq6sfOD9KpSH5qtPJ6rVGYhh8tfMx1Pel8JNH92oG+/UyOKYPmlWtoHPVldG3Zfu7eP/dpLn5v3n/PNs/hT4x+6FGAxw3Q8V2NXVjBOxK6Dep9eKpzoWX5eJFbKn3FXofnt0DdU+U/hQFHO75s14SlySa7HvuPtYplm0uBcxpL0z94ejDrU0ibgaoQ4tZP+mU3B/wBluxrRB/MVwVYqMrrY9KlNzjZ7op2reVK0bfcblatY5qG4Tn5fwp8Em6PP8Y4Ye9E7y94Ie6+Ri7aVKdim/drM6UrGbfKbWbcq/upP/QqEuVUfMrVozRrNG0b9GrFRGjlZHHKtg11waqR9DzKsZU53jsy79tT/AGqPtkHrj/gNMkhyc1FGdw+lLlha4nOadguDG5UxcP3rrPh14di8SeJYY9R+TTLNGvNQfsIU5I/E8VzCKOvIrvtSYeCvhaIF+TV/Fj73/vJZp0H/AAI124am6k9VojjxNR0oXW7OE8VeI5fFviG91aX5IpnxbRdo4Rwqj8OayKKMd69Q8QUVXkPmPs9KfLJtT3psKFfrQBG8zr/DxQLsfxLtqzzVebCr0o3AdvVqjk+Z8Uqbak2ikAgpaXio5pNqUFEH+vn9qtVSj81OYl60pnuc/MP/AB2gVi8QcLU9ufmQe1Z8c00roGTalaEC/wCkRisnqjeC5ZIssPlpSvKn0qQ4XlqREe4Py/Kvc1z3PT5VcdCm4ip57qKxT96eey96pXOox2o8qD55O7dqz4ree+l/icnqaSpe0d3sKeIVJcsNWPuNSmuDsi+Rfar2l6N5p8y44U/mav2OlRW/J+d/WtaOOt7qOkTmVOVR81R3JookgjCRLtQdhVqLGG3fL6VEvSnCuRu53JWFvo0exmjYbsiuDexWRyEfaR/D2r0B/mib/drjHTbJIfet8PLc4cTFXTMWe0eD7w49RSRRL9+U/KO1aUpbyH3c1luP3aGux6HA1YmlvSw2p8kfpUMA3TCoa1NN013kDyfItDtFCSuyteRs946ou48cCtG00iO3HnalJs9EovdQW0ldLNPn7uazPOeaTfKWd/U1K5mhtJM7SynSS2H2VNqqcUUzQLfbZfvBgk5xRWEo2djqhdx3OJphFT02rMyEffrSX7tUMfNWig+WmgkNqGVPkareKhm+41UgiU4h89WhVaP79WKg0SuIfu02P/WinGmJ/rVpNXEnZnv3hdNuh2C99n8zXH30XyYXvcNXReFr6SbTLEN8v3gR6gVjzJvCH/bdq+QpXhVmz7+s1VoU0u36I5zUBt49hV7TI/nY+imquqr++YemBWzolv5vnD/pm38q9Ccv3Z41KLdY9I+HsH/FL2r/AN5z/OuuuYPmWuc+H6bvDVrCv34wWx/OuxnwwSvHqu82zugvdsYkUKxSNsGA3Nee/HA7fDtgP71xXqgtmZxt9K8r+PQ26fo0Ct+8M7MR7AV0YTXERObFu1CR49bXMkBwvzJ3U9K6Tw7FDcPevb/JJ5HKHpXKj71dT4YT/RNck/u2v9a+nnsfNx3OXv7aaC4PnoyPu6GlsR/pMQ9XA/WtK31OTy/KvVW7h9H+8PoavafpkF5f20umybx5q7oX+8Of1p3C3Y1/iT8lxpMP1rjb7/j0l967b4rj/if6TH6W5P61xd2n7gj1YVnF3SKmtWeq+Ho9mnWCf9MxW1J2qlo8W2zsx/0yFaNwn3a8ab989+EPcR4fru99YupV5j3kYrMjeS3lWa13QzCt3KJL59wnmp9omLL681Zm8NJq0TXXh2TzyBl7V/vj6ete9okkz52zbbQuneIYb3EN4v2e57f3X+npWuMo/tXAOhy0bja68Mj8EGtLT9dmscR3G6eH/wAfT6etYypX1iaRr30kdkHKn5as/aR/umsy3uYbyPzbd96fy+tDmsLHXfmM2a7SK5ntp+beT5gD6msG80gu7XFgGTHI9a6GWIPdoWXd8tPINbczjsc7ppnO2fiSazKxX68D+IVj3c/2i4lk+9uPFdNq1lFLFuxtk9a5izi828gX1cZraKiveiY1JTklGTNVIDEEFZsg8q5YdmrorgfvG9jWTqkH3ZF6ilGXMaVIcquLpV5/Z2pQ3H8G7D/Q1314P9VKnTofpXmY+dK7vw1fDUdOa2n/ANZGNp/oa5MVHaZ3YGotab66oz9fteBcp/D1+lZKHcK67yBOjwS/SuVa3e1uJLaX70TY+o7Gqw07rlZljKajLnXUB8tO6/eptFdhwDsiim0UAfUX7NniZ/EfgzWfANxNsu9Pb7dpLHshbJUf7r/o1ex6XqB1G13MjRzxt5c8Z6o46ivh7wJ4xuvAXi3TfEFku82j/vov+ekTcOn4j9a+g/EvjbxT4R0Oy1/QZrO88I+IJnfT7r71wjH5ikvowOQK9fCYuNGHvHlYjDOrLQ9xEErfwYp/2eSvlzTfj54n0tJUWeO8MjZLXi+YR7D0FXf+Gj/Fn/PPTf8Av1XWszoNdTmeX1kz6W8h6h8s184n9onxRKmxf7LQnv5GaSf44eNWSPyLiw564shVf2rh49/uBZdXfY+k1t3b7tL9k2DL9B1J4H6183/8Lj8byD5tQtF/3LQCsPWfFut+IY/L1rWHkh6mMfKv5CplnFFL3U2aRyqq37zSPp+fUtMtf+PrVLCHH9+5Qf1rDvfiB4Qs/wDj78QWbkfww5kP6Zr5ac2ifdVXqjcaltGIAimuV5zVa92C/r7jqWU00/em/wCvvPojVvjn4etVI0qwvtSbsWUQp+vNcHqnxp8Q6huXTIrbSo24Hl/O/wD30a8o+2TM3zVveEbP+1NajMq5ghbc/uewriq5lipL4reh1UsvwydrX9T022uNR062s724uZbnU5XEkjlucD+H8a9ntHivrSG5gbdFMgYf1FeP3mJdRj42rEM/jXV/Dm7vZX1CLfnS4n4z/wA9T12+3rWuSYyoq7py15tfRhnGFg6CqLTl09Udr5NL5dWNy0hKV9ufGEGwU0JVv5aVStMRW2VPHHUuU9KeHC9loATZS7ak81f7tOEielAEeyjy6nDo1IcUk7gReWKsCBPSottP30mrlImESf3ak8tf7tVfMpTdbaycGaJpbk/kLTthXvVX7bR9sNPkYc6LXzUhmKmoEuS1S43VPL3BTuK9QOKmCe9HlimlYTdylspGjFXvLFO2rVudiOUysUYrRdFqucVSdwsVsUm2p+KTC1QmrEdOowKdhaBDaKMCjbQAVHUlJigCKkJp5FMOaADNJTeahqkrgSVFmgimVaVhj81LVOlzTcbivckzS76izTc0FEu6jdUO6jdQBZzUeahzTSajlFYn3VR1PUItLspLy4/1advU9h+NTE1yPxBjeW003n9157b19Tt4P4VyYuo8PQlUXRHRhqSq1o031ZxOqvJqS6lc3fzzXG7ce2OwH0rxmzfdbIn3drEEfQ17Hc3tvYWTyXTYj6Y9Sew968UlnNvPdBUbImbA2+pr4OnKUpSlLdn11eMYqKiO1f8A5B8ta3xciFrJ4WtF/wCWOhW5P4jNYEsk17JFaNH5ZlkVfzNdN8fI1tfiHc2ETZTT7K2tx7YiHFXU0pv5GVL3qiPLGqoKs9qrGueJ0yXQO1JGP3opwG6p7eMfaR7KTWsZJJnPODbSL1tOkqY7jtUuDnNVzbbB5ydO/tVqJ/Nj/wBsda6IVozIqUpU9x8P+smX6MP5U8feqCJ8XUfv8v51aYbWNeVio8tVnsYSd6K8iOZN0LipLG482P5/9bH8r/40z71ZTStZyeb97+8PUVjGn7WLXU2lVdGSfQ6I/MKrmDy28yPOe+KrWuqxyx5kDKKurPG/3JVrklGcOh3qdKtomU/PulPRSPepPtr/AMcI/BqsPB+NReSc/LT5oPoRyVY7MaL+3YfNuXP+zUM8yGRCh5+6fcU3yPIkKt0PK1aS3XeG21fuRd0Zr2k9JW+4ZjcmO4qnIhSQH+Buta4Aps8KyxlPyrOE1FmtSg5LQghWNZkF1/qd48z3XvTvH/jCTxTr7Xgt/s9tFEsFrD/zzjUYA/rTI3Lx7G/1i8GmvAHXDbTXZRxLp3iedWwqrK63OZF6v8a1YS4SX7tah0mJu3/jtN/seP8AhrsWLpvqcH1GqjJx5snsKY8E2co1bP8AZSqPlbmqZjC1SrqfwieFcPiM/wA6dfvCkd5ZSu5a0HG0528d6s/Z0V/4cHoKqVWxMcPfqZXkNIF+am/ZZv4WrbESU4Rhax9uzpWEizCFtLnDPtNOexkZeu6taeAPz3pEZXXDfSq9s2tCPq6i9UUkXyhhmpU+8aseRxhvzqsQVlpppkuPKPl+9F/vVND/AMfkf41Xf5vJ/wB6rDgo/mL1DH9a0WxnZ8zl2Lly8aEea34VnXN3LKnlx/u4vQUmC5y3zVYjg3RsfShRUdxucqiajoQaZYfaZP3nC11VvaJEmyJcCsjQU+c11MUfyZqpMKUUkV0i21YCU/bTglczZ6EVcZinYqximEVhzGjVxP4K42YbXl/3q7MjiuPvE2zyf71dOG3ZxYpWSKk4/wBHlqobR54IxEvNXpv9RJ/u1Fdl4rGMo7Jle1djkee1cbstdKH7399cf3f89KggvJby+Tf8qdkHSsurmlf8fsdU4WV2RfmHaj/x8n61Z0a3WW7XzBu/uj3q+2jvcy+ZcnyYgx+pqf7fa2C7bVN5Hp/jUKWmg3HXU6GyUopBoqKzn80E0VhLmbN48qR5/ijFPorQRGPv1op92s7+OtBfu0CY6o5vuNUlRS/6o07k2KEX36tVXt/v1YpHSFRj74qVulQ96DE9p8Kxf8SG3kXsH/WkjgIRF9EJ/M1P4QzL4ScqOYsip7SP/QVmbr5PP1r42rJqpL1P0CjFOlB+X+RxWowt57/L1cV2nhqxWK2kc/6xkYGucvI+U93Fd1oUe21T/bU1eIm/ZmeFpL2rb7GxpGg3MOj2d74emYXsWX2O2UI/iUVc0zxymobxFps81zH/AKzYvyCvKzf63a3F5HpmqyW1sZyfL8zbg+1emfCPUImsrmxudqXglMvvIp7j1xRUpKNNyepwRqtzUUrCpqviW9kaOyt47WOWXO6Rdxx35rzn45W01nfaYkrtKkm4hz39q+hXiEX3F4rwb9oeXdruiw/3YWb8zVYGaliI6GeOjy4eWp5Wk6S7UuF+jjrXXeHbPZ4a8UTZyBartI+tcMv367nQ7x7DwRrs0H3pLiGIZ+ua+knsfPLc4xP4a2/DEe/XtMHc3C1Fv0/Uv9Z/xL7k9/8Almf8K3vCej3EHivShKmYzNkSJyp49aUndWKUdSz8Vx/xWGmp6Wf9a5GdOIx/tiuu+Kv/ACUCNP8AnnZLXNmPdLaD1mWsb2SNbczZ69p8e2OEekQqzefKq/j/ACp9nHtwPRQKbqoKROfRD/KvB5rzPo1GyPDdQfbYwerGU/m1Z1pfXFhcRXFnI0c0fKsKu6o6qLNHXK7W6fWmf2Q1xF5umt9pA+8n8Y/Cvp4tWPkJXb0Om36d45ila/j+w6nAmTdR8Bv96uT1PSrvSJMXiebD/DKnStnQY/I0LXJf4sKh/GqVnr8tmGhuF+02vdH/AKVKunZG0mmk2ZEEklvJ5tnJsb+f1ret9fjlGLxfJkHf+E0j6DDqkX2rw9JuP8dufvCubufNS4aLuvBp2jMlTlB3OygdpQH2batxxb/pWf4Uie4035/m/enBrfjtPKrlm7Ox20/ejc57Wk8q3lPoK5fRo/N1SEfjXWeJflspvpWD4Vi36qx/uoa3UrUmzBxvXijUuI9jtVK5AdGDVrXI3bqypR8tc9N3R2VYrU58funKVraPff2dqCSN/qpPlf8AGs+6j530J86e9dkkpJpnlqbhNNdD0i4t90ayp95f1Fc/4ih/1F8g6fLIfbtWp4V1D7fYGJ/mlg4P0q5PaKPMgl5gl/rXjxm6NSz6H0lSMcRRvHqcXRTpIGtbmW2l+/G3H0ptewmmfOap2YUUUUwFNe//AAXuIviJ8OvE/wALdRlxew51bQXPUOOWQfj/AOhV4CtaPh/XdQ8J6/p2taJN9n1DT5hLC3Y+qt6qRwauElGWpE48yLxjlQskqMJFYq67ejA4I/Onx2k0vRa6HX7jX/F9zdeNF02DSNP1a4JAt/mhSTowyeQSeeayMap/z8RH8KylJRdjognNXSJItMC8um6tCOPbt2qyhegrN2axs3ZgxUottaePcvlY6Vk5xXU2UJLozVwP8tUflr/crk7nXrq2dkaRVcVCPEN+33Xq+VojnR0ty8gfEEa/Wqf2eZny61jvq2oP96WoDd3Lt80rVVjLmXQ6J43Va9c8B6Tb6bpkNxvWQzfNuHOT7fSvADJKw+Z2/wC+q7P4c+KJdO1BNMuHzb3Hyw7+kL/4Gsq0XKOh0UKiUtT2jU7hUhldFzKx2xj1Y8AV6H4e04aVpNtar1RcufVzyx/OuD8O2Dap4kjTZvtdNXezdjKelen19TkGEUabrvrt6f8ABPn86xLnUVFPbf1F3GjcaSivrD5wfvPpS+Y1NooAnErU7zmqAIWp3ltUcorD/Mb1pu9v71OWM07yzWidgauSRTnPzGrfmf7VU/I96b5dZ2T2AviQf3qd5gqhTaOUlamgZapu+6m0VSVigp1FFMY+OTbVnz6q1JUSEyf7R70on3d6hoqBFjcaduNVNxp2TUtXKuT7zTDhqhyaM0uULj9g9aNg9aZmnbz6VZImwUw07caSgA3GjcabS4oAXcabk07aabsNACZNNzTtjVAQapK4E+0U3YKi2tTdr0+UdibYPWovLX0pNr0bXqkrAO8pfSmGJafh6jYP/epjE8laTylphLLS7xV2IuJ5YppQUplX0ppkqGmh8w3YKYUpxk9qYZKBp3HFK5Xx2vl6VBPIdscF0pc+xGM10bS1De28OpWdzZ3UXmW9xGUdPXIrlr0fbU5U+6saUqnsakZ9jwNL5NeuJ5oV/wBBtXKwg/xkdXrndTgVpZpehL4/DtXWWFl9js4rZV8pIHdNv0Peua1X5Ll19ea+BgrM+xqtuKbMnR7P7b4x8OW3/PW9jB+m8VS+MVyb34peL5W/6CTqPoOBW/4Qx/wnmhyN0gczf9881534q1SXXfEWsaowWFry8klKenNGJaVNebDDRbqNmLKKp1NJ5ig7laq241ywWhtLcmSp7P8A1z/7lQoTj7tWtPX55j9BWjdoMUNakTWi7jt3qpPbm2fzYv8AV/y9quR5qVMbP7wPUV5kasqUuZHqulGpHlZlTnCb07VplhLGki/xLms+7tjB935ojU2nuWtWjbrE/wChrsxMo1aamjiw0ZUajpvqSis+9TcXX1q/Va8HIrGi7SOmuk4mbat5BUP9xq0fKX+JaoSZaPyu6tkGte023Noki/e6N9RXRifctI5MH+8vDsQmGVR+4dlPpUscrsm7PI61bCcVDN8r5+8Ojj2rzufm0Z6jpOGtxpLysC7bsdKtA0qIuPlXjtT2rFyudMKXL1GoamqGnbqzaudJRu8206XC8xv8si/yNM/tFEfd5MlaE0asjRt0NZaQ/O0b8OK6abhOPvdDzasZwk3HZk39opjPlvTf7Stv7si1IYuMZqKGGPeyy9+Vqkqdtg5qye6+4H1C2b7u6qcp8yXfEv1q61mP4flpUg2/WtIyhD4TGUatRWkVsbhTYD8/l+nSrflD/JqtLbNncn3xVqSloRKLjqS7KkqoL2RhlcfSl+3vnDRrS9jMbrQ7lqqU8ew+bH0/iqT7Yf8AnhSG94+4acIzg72JlOElZjPvCo5Ytw/2lpgmMbn5W2VORXRZxMNKqKez/Vj/AG60Z05NZ7Z8yP8A3615U/eD0JrWWjRjSV4yRSC8VdSP9wV70ojHmYXoOTViMbnasZT2OunRUbkegjl66eD09K5zQhw/410kHSt5bHJR2H4qUCm1KBXLNWO6IzbTXSpcUYrM0EKcVx+pptvJK7YpXKa2m2+P+5XVhn77OPFL3DFcfuJfpTdSH/EphP0qV/8AUS/7pqe4lS30eGRovNOBgV2zdrHnWvcwLbS57jnHlx93fitewFnZ3CCAefKf+Wh6fhWZJeyXj/vzx/dHSp7D/j5jqpJtamKlYt6tJJLuDngN07Vl1pah9+X/AHhWbV09hS3Ot0aTzLdT/s0VBoAf7KePlzxmiuafxG0PhOVphozQaZQg+/Wkv3azR9+r6fdoE1clqC4/1ZqbNQXH+rNNiiU7X7zVaqG2/iqxSNZCGq71PVZ+1AkrnvPgEbfCF2P+mg/UVJ9nH2ZP9w/zq34Kt9ngS5l/vSjH4ClSP90n+5XwtR/vp+p+kYeHNh6foYGo2m2WID1Fd7Y2Xl2mk/L1t3J/OuX1GP8A0mKvQUi2w6SP+nQ1jWqvlRdKFpSZ5DZwRy3l28o3/vm6/Wt2KeaxlhvLL5bq1bdH/VfoRxWbZJ+/u/8Ars38614EDSRh+hcZr15SPAlHU9c0HxFZ+IdNS6s26/fj7o3cGvn/AOO9wW8fRxL0is0GPrzXpX/CMTReKkv/AAzNFYxAL5yDo5z8wwPUV5D8WZftXxA1Bv7u1D+VPAQjHE3j2ZyY6TdCz7nFhI5T8reW/p2rqY8weAr2N+Ga/T+Vco4+eus0y9Fr4Vk8+FblTcgNG/pXvy2ueHTd2cwBXe/C95m8T20Kyt5O1iyduBWCNLstU50Sfype9rPwf+Amus+FVnLa+JiLqJomihPB9zUSlzI2hFqWpR+KBD/Ee4H/ADzs4wa5+NN17p6es6/zrX+IEnm/EnWD/sRj/wAdqnZpv1DT/wDZlB/WspO1i4av5ns1jHu3/wC9VbxD8ljct6Rt/KtPTE+XPq1ZXjE+VoGoP6Qn9a+chrUSPp6jtBnz/rXytaD/AKY5/OqsEj27iWB2jkHQitHWXiW8gSdNwFsnI6ioPsRlj3WT/aB3Xow/Cvrk7o+Kkm5Ox2ul3cGr+GL46l+4JlWJ5o1xk9ia5DVfDl1YK0qf6Ta9pY/6itiIGDwJNuG0y3uMH2rHtdbu9N/1R3xn70b8g1lFNNtG8rOKv2KWjeb/AGlbLbytCZXCsU9D1qXWoIv7Zu44E2iJsbvX61u6HHp2o69bXFnF9nZQZHi7bvUVnXg36pqDf9NmrRy1IUbRsdR4QsfL0O3LDlpWNbk8AUU/w7aeXoemj1Qn8zWtLYnyjXk1Jrmdz2aUHGCPNPFQ22D+9Zfgtfm1GT0QCtvx5H5Vivu4rM8IxbdPvZP7xArqk/8AZ2c1OP8AtaLbj5WrNl6VsvHxmqHkBi26sYM6qkHsjAkQOGFUU+R8NWg/3zUUenPeSv5WM9cV6lzyasbvQs6BqH9navE2cRSfK/0Nej3CedC+zltuVNedjwteujFPL39l3V0MFxfy6X/Zzbo7wYUOP7v1ry8VCNSSlF+p6eAqSpRlCovNf5GPf3630it5TQzQfJIT3NVsD+9Wp/wjErPtaSRjnk7e9U59HaC5aFJtzj/ZrshOCVkzhqU6spczRX3Cl4q0NKn/ALy1JFok8r4+XFac8e5l7Kp2KWRUqbW+9SPbMkjJuU4bFSJYXP3lQ/8AfNVzIhRk9keufA3VoNU/trwBrT7bPXIjJZn+5cAdvr1rEudLmsJ7iC4/11vKYZh/tD/GuNt7TULG4hubItDdQOJYpU4ZGHIIrtLa41fxDfTav4jufOvbjHmHaF344BwMCufETg4J32OvDQnGTVtye2gGwBhnvzVHxTqv9laRIYm23DfKn+NbMpjtYXlldRGvJNeS67rMmtX8kuf3CcRJ7Vy0KSqzu9kdWJq+wp2W7MUfMfmOc9Sa7H4feGl8VeIbbTJ5pLaOTP7xFzjFctGm98V6X8GEb/hLwyfwwkZ+te/Qip1oxezZ87Vk4U5SXY9Vt/2cdBA/0jV9Tm+gVatj9nnwxj/kI6p/38WvV7clohuqWvsv7Own/PtHz31zEfznkb/s7+G2+5quqJ/3yaqT/s5aM3/Hrrd9E3bKL/SvZ6TFJ5bhH9hDWMxC+0ZHh3w5aeHYfJgmlnkKgSSSN98jvitzaaiFWY0Zq7adONKKhBWSOWUpTk5Sd2Jg0bD61b8unU+Yi5U8s1L5dSbqdvpN3EKENP2NQklSCVakaVxm1qcsZapvMX+9S+aKjmHYats7elO+xGpUvKf9spXkOyKbWTU37E/p+tXvOqYSbqbqNAoozPsbelL9ib0rT4p3FL2jK5PMyvsh9KT7KfStXIqCR9v3aaqNicbFLyWo8unNI7fw03L+lWZjvLo8umeZ707zDQAnl0vl0eYaPMNAB5dGwUhkNJ5hoAdsFJtWo93vS+YaBsfsFJtFM3Go9xqkriLGBS/LVTeaN5p8o7F3im7RVUTGnebRyhYsBBRsFRicetL54qbMRLsFM2D1pPOpnme1ILrqSbB603YKb5tMN0v92nysV0S+WtI6LUX2v/ZphuG9P0p8rDmSJDGKgMa0G4b1qAytVxix3JfLWo3QVHvb1qIzGtOVvYEyQhagcCkac1E0jehqeV9RcyQhAqLO16QyGmU7DueX6nAILzUEUbQl42B9a4DxGnlakPRoc/ka9C1qRH1HWth3BbrFcF4vQrPZyeoYV+dT0xE15s+2WuHg/JG78DLOO6+KdrJON6WllPNg9Mha8P1+JIdd1WKJt0YvpsH6sTX0F8AIP+Kv129/gtdJcZ924r521AtLe3crdZLiRv8Ax81GK/hw+f6Bhf4k/l+pnSdGqpF0q1P9w1XtOjVxQ0jc6Zq7LH8NWNOx5bbfvFs/lURHyGmWqt9oLp8pC9auMXUi4oxlNUpqTNpD3qVDyagjKyryu1x95aWI7W9q86ceW6Z7FOSl7yLmAwYMuQeoqjHbC2unEZ+SVOnuKuA1BcP80bj+Fvm/GsoSauu5tUs7PsKSFqpN86+4p2HeXai81N+7sz8v7y4NdCfIzntzIwJwyzcd6v2k7W8yi44im4+h9asyJtdpnXfKfToKz7sM7/va63U9quRo4o0/YT9pF6m/92kK7hUWlS/aI/JY/vY+nuKvBP71ePP93JxZ9BTkqkVJdTMSR7OTays8R6Y7VP8Abrf++35VaKf7NVzbf3afNGXxGfJOHwh9ttv+en/jtL9rtv8AnrTTCv8AEKoXEXlv7N/OrjThJmU6lWCu0XhPD/z23H6VHPIjOjdX9apJGFdHX8a0Y4FXj8quUYw1FGU6ulh5+YZqpcJ0kXrG2auUhj3DpxWakos1nBtWGQzLcru79xT8VTNo0UckkW5JRz9RQslzLGrpN/46Ktwj9lmarSi7SRb2CkMHOcVUJvP+en/kOkDah/eVv+AU/Zvo0KVZS3iyG4g8qZiv3ZOv1qAp8jbetWZRdSrtfbjuabLEVCv+ddkZW3PNqU03orBAVeLP507yxVWF/KkA/gb+dXsVE/dZvSlzIZtqH5k3eg7Va201xUxlYJwZnTD97G/q1bX8FZFwu1U9nrX7V1S1ijGhH3pfIf8Aw0+36v8A7tN7VLaH/Wf7hrnbsjvjFydiHQ+r/jXQRuVrndKk2Gt+Mhq7mePTl7pe7UClorFq52xJAadUNTLXO1Y1TJ+1clr+PtY/3a6macWts8jc46CuM1Gdp5TI/fpXThleZyYt+5YoP/qJf92l1If8U5Af9kVG5/dS/wC6asXnzeGIfqK7am6PN6M5mI/PWnZ/69Kis9JnnYHbsT1NasEdlZyqM/aJquU01oYqLFurOW5nPlDj+8elR4sNN+9/pU/p2FLq95LIVVW2R+grIpQi2tWNyS2Oh02/ku2k87gD7qjtRVDRXw8v0opSiriUmYtOptFZm4D79X1+5VIffq2Pu0k7gLUU/wDqzUtRT/6s0wG2v3WqWorb7lTGgBpqA/eH+9VioE++P96pZcT6a8KRbPhtEf8AnoSaqpB+7h3fxcVreGYtvwy033J/nUcsIX+z0X+//Wvz6Uv3s/Vn6jQ0oQ9EYupQbrobf4RXpEMP/IIX/pwJrhb1P3l23pH/AFr0JY9s2m7u2mf+y1zVneMfmaQj7zZ4ppY3LO3rM3860nHFUtIH7h/+ujfzrQ8uvoJfFc+YauzoPBeqeRqQsZF+W6PyN33eleeeM9Oj1jxVrMsDfvftGFPXkDHSus00FdQgkXgx5II+lcj4U/0q5eRmyTM5z+Jrow0Uqkpo4sXZpRPO7mCZJ8XEPlP+ldE1sYvCcT/89LmvTLzTLW/jaK+iWQH8x9DXMar4UuoNOMFluu7LfvVR99D9O9ep7VTPLdJwPPAOfcdK9R+F+o3Fxfzx3T+cIocqx+919a80dDFK0b/Kw7Hg/lXoHwoz/at76+R/NhWlXSNxU3ZnOeNH3/ELWz7oP/Ham0iPdqNn/vr/ADqh4jfzfGmsyes38hW1oCb7+39pFrmraRRrR1lY9o0+D9wK574jfuPC977qBXdafaZjyfWuG+LPy+HpP9p1H6185QknXij6SvpRkzwDXgf7Tk44CIM/hVRHZNpQ7XHcVoapcyQaxc7PmTgFDyDxThb2epcW5+y3P/PN/un6GvsU7o+Kau2dYbi3fwXpp1kM/n3DYdOox3rl9R0KTyvtGmP9uthySn3h9RW34ljez8MeHLWXhwJGb61x/wBpmtZ/Mt5WikGMENUwT3NpWaN3wIh/tmT5ekJ/nVMnfPdP6zP/ADrqfA90+rXeo3VxDGssMAVpE43d+a5KwPmqT/elb+dJt3bCNrI9y0Cz26fYA9rcfrWvPYq1v0qtoF/HPBbqqspjiVfbOPWtmeI+R92vmpzkpH0lOOh4r8U4vs8EA9W/pWV4UhP/AAjU0vbzsVu/GH5YrIerGqvhWMf8K6lk9b4CvUlK2Fj6nDRjfFv0Iyu4YrPnG2b5f7tX/wCJqq3I+b8Kzg7M66qujmJEKu1X9ET97OfwqCVP39S6aQkE0jf3q9GTvFnkJe8jsbC34Dt8q1sJHtHyptrk9ON3OhKT7AOgrXFxqibf3quBXmzjruenTk3G6RpXO23heR/lA5rn7OzM7y3LdZG4+lXJ/tl4FS4X90G5xWpHEETYtSpOKsUoqTKMWmhhlvwpbvbZ2xk24EYrTVD/AA1ma7E15cWOmRf8tm3SH/ZFELydmTU9yLZg6Hop1Ey3E/EYbgVvR6VPB/qJWx6Ct+C2S0iWCJPkHepNlayqOTIhRUFYwBb3LSbPtEo/Kr/kS/cWVsgdTWjimBlXcz/Ki8msHJs3cYx6Hnfjq/lQw2O7gruf+lcYvSruu6gdS1W5n3ZDPhfoOlUhHXv0ockEj5itU9pUci1BJz9a9V+Atu914z8lfueSzH8P/wBdeUwJ8617b+zTH/xcSYdv7PkP6iuvCu1ePqc1dXoyPqW30mXy14qYaPNnrW9CNsa1JX2PtpHzHs0Yo0Y0v9jGt2m0vayK5EYP9l4PNWvsq+laR+Wo6tVHInkSKfkj0o8kelXwNxp3lip9p5BymZ5A/u0nle1aHlf7VTeTT5w5Dn5EqAiuj+y7u9IbRKv2qJ9mc6tSVu/ZIv7n6U02Uf8Ado9sg9mZCHbS+ZWr9ij9KZ9gjqvaRF7NlAfNTxlTVz7ClP8Asgo9pEORlZZDUgc1Ls29qAN1S5p7F8ozn1pvl7qn2UuKVw5SHyRR5YqbFMIFNO5LVilJErGmeUKukLURxWqdzNog8sUmyp+Kd8tDdgSKZFMq9tX+7TNi0J3HYqU2rJC0w7aokq0nNW94pNwq+YdypS4q1uFG4UcwXKlFT7lp+5f71U3YCrRVrctM3LQncCCnU/eKfvHpSbsJkGKiqxvHpUm8elPm5RWsUsVn6nren6LJBHq17FZtcHEXmtjdWwCu8bq+XvG/9oeIdV1MeIHYTiV4Ioj/AMu6A8CuLG4z6pBNK7Z2YbC/WJNX2PpUYdVdCroejJyPzFIRXxh4e8deJ/BF40Om6nLB5TbWgk+eI4/2TXrug/tIjYkfirRN3rcafJ/ND/Suejm9Cek/d/I0qYCrHWOv5ntuKaa5rRvid4N8RbRp+uQQzH/ljd/uW/Xiup2eam+DbJGejRsGH6V7FOcKqvCVzzZRlTdpKxTZc1FJ/WrLg1A4ParbuCdyE9KiNSnpUNIZ594hgWLWtWC9JXSX8SvNcB40+VbI+7D9K9B8UyJ/bdyEKsfLi347HHevOvH8myPT/dm/lX51iVbGTXmz7ai74OD8kdf8Iytn4F+J2p/8tI7JUB/4Cxr5u/5YR/7grvLnVZ7PwLqNrA7JHfX6LKVbG4Kmdp9RXn0oLfdNcuMldwj2X5m+Di1GUu7/ACK9x/qjUNmPkJps4kxToPMRcbK5re6avV3LTfcqxCOtVG37RuH8VWbb71dWGWjZyYh3aNAR5QE8OOjUincWDLtlHVex9xTlodM/7LD7rf3a1rUFVXmTQxDou3QkD7e30qC7mCFY2+smKkNysQ82bgr/AA+p7YqsluXbzLnvzt/xrx40+R3me26rqK0epLHPvjxaJ5IPVz/T1puFT7vU9T3NWDUH3aS1ZavYR849P5Vm8tV9z8tQPG/93iuim0jlqptogjkkgkEsHEi9P8K6a3uo7wJIjKc/fDdQa5mTMe35evSpIIwrjzW8pZGxu96jEUVVV+pphcRKjK3Q6d423H5aj2msMwzQS/uppQ/481ILq7X/AJav+NeesP8A3j0frS/lf9fcbNRtbLImHX5TWSdRu0585W9cgU/+2rrozJz0+Wj6vVWwfW6D+JP7iTYYH2MenQ1Yt5xv8uX6oay3u7mSQF2X8KlLh4yPuuOhraVLTUwp1kveijc8ujbXP/bbtT/rvwK0h1G7z/rF/wC+az+qz6NGv1yn2f3G+Yz1rKZPst0Y1/1cvzJ7HuKq/wBoXin/AFn/AI7SvNcX0Plvt3dm6EVrChKF77MxniKdW3KndGsmMdefejYf9ms9WuYv48077dc9Pl/Ks3SfRmyrxtqW5Ny8fLzUOwNw3Q1Vj1GeWQx+SrH2qT7RJ/zxq/ZTizN1YT1KksO4vG3Ven9KsQzL5WZflccNUmS7lmTHao54FljI7npW3MpaM5eVw1iP8+Jv4xSZR+jLVSx2yoySj51OCKsvaR5zSlFRdrlRnKUU7FW8x5Y21pj5krKubfbE1a0X+qX/AHRXRKygrMilf2jut7Evan2/3X/3DTO1WbYcSf7prkqO0WerQV6i+f5GRaOyASJW5ZXCOc9D6VgW33atJleV+U17LR8vB2Ot38U+sPTp5nmYOdyba2A/yfNXM1Y74TTJKliquJVwTmpYjI4z9wVzyN0yvrjlkES1zusKYpI0/wBnNdPPAHieRuvauZ1191yp/wBgCuih0RxYlWTZkv8A6t/901dScQeH0k2b9o6VQf8A1b/7pq197wtn3/rXXU6HEupiz6rPcn5n2J/dTinWJ/fpWeKt2R/fx/71btJI5TS1DqKza2Z7Ke9l2W6cd2PStOz8OQxc3B85/TtWSqRgtTXklJ6GFYLIQxjRnorskhSMYVFUelFZupd7F+x8zziiiigocPv1bH3aqD71WUPFSgHZqvOf3dT1XuPu1RcSxa/6ulb71MtP9VT2+9SSsQ9xKjj/ANav+9UlMjG6cf71J7Fw1dj6303T3t/hj4cilG15PmI9s5FUJl/0rTx7k1181u0XgjwoH72yNXNXA/0jTT/vf1r80U23Jvu/zP1eEUqat2X5GbqUW2wnf1wP1rt7v/XWu3tp5/8AQa5rWk/4lEn++tdddR/Kp9NP/pUVJX5Sk7XPEdK+W3/4Gf51sQ1l6av7n/gR/nWqte9U3PlkPtk2zu/pG5/8dNeQeHPFD6JeIZY/Ot953Dvg+lewPL5FteSeltJ/6DXgNmA06bq9PAJTUvl+p5ePk04fP9D3LTtastZHmabOrn+KM8MPwrSP+rT1zXgkbyWt2JbWVoWB4YcEV6ZB4slsLaw/t5S8c6ZW4j/9mFdUqLWxywq33NvU9FsdZj8u/h+b+GVOGH41leGtKuPBuq3Esv8ApljLHjzE+8mDnkd66GKSO6iE1u6zRN0dKsxfLHIfQViptGrgm7niWpuH8Sai6/xS5rtvh/bpceJNPjcblMwyPpXB3E/2jXr+Vl27pjxXp3wotGuvE1uf4Icux/CqxT5aUiMLrUXme2Ww/dN9TXm3xh+XQ4V9bhf516nbRfu/xryr40/LY2a/9Nwfyr5zBv8A2iKPoMT/AAJHgWqBm1K7bbxvxmqr9KsyXMkGoXEkR6ynIPIP1FXEistUO1Stjcnp/wA8z/hX2x8Y43dzrNX1RLLT9Ds7y2W7tmsg0gP3sk9Qa5u90C2v4zNoM+8j/lhJw30rV8bQSQXtkjI3lRWaJv8A4c9+a48Xclu+YjtIbrWULvVG05JaM7nwDBJZ+H/E8k6NFIoC4P8Au1yWkp+6t/c/1rufDEkj/DjxLfS8lpSM/hiuP0ePixHqV/nSm9WVD4kfR0Fuvlqu35dijA+lc74h0jWmvYG+2P8A2aG5MfDRj3Heu1t4+/0/lUkqDy8V8rGo4O9j6WUFNHz18WYo4DYCGWSQNuOXbNW9BHkfDbTx/wA/F+7fgBVX4zbE1DT40Xb+7LNj61oRIYvBHhaL/pjNMfxavYqP/Z6fr+R59BWxVR+Rnjq1VL0459quD7pqje/6o1MdzqqfCZk6cGT2qva/6iKNepbNXrxNunu/4VHpkYgAln/Cu1S9xs82cffSOk06DYu1e3U1pCPmotNRHgzHL+LVeS3kz/CRXnt3Z6lOyjYcibRViOPvR5Uiv9zcKnAKjpzUDF4UfN0FYGn3sbahc3t18pf5Yc9lH+Nal2SyiNf4uv0pBEr/ACba0WiMpK7XkW4723f+NW/4FU/mRN901yGvpHBst4FXezc1DZ2G2PLBvrzW3s1a9zB1WpctjszXI+Nta+wWRtbc/PPwx9qfd2ywWr3EjsmPRiK821C8N7dvIGYjtmtsNRUpc3Y5sXiXCHLbcqJ941NUKVMleseIX7XrXt/7Nef+FjS7f+gfJ/MV4dAPnWvoH9mFca9rE2M/6HtJ/wCBVtg4uWIgjPEO1GR9ZJJUwNZnmCnC5C96+wdJs+Y5i/Tap/ax61HJqmz7vJo9lIrnRdeRt1Q72ql9tf0Wj7ZJ6LWqpNEc6Lu9qtJJWR9qm/uij7TNnpSdNsrmRrDNLzVAXJ9aX7T/ALTVn7Jj50XcmrFZP2j/AHqPtR/utR7JickaVLn3rN+1v/dppldv4aPZMOY0nnX+Jqj+1p61mYak2NWnsl1FzGn56f3qje4FUMGlqlTRLm0Tm5P8NH2l/Sq+aSr5EQ5Nlj7W/wDdpv21v7oqA0tNRSFzMk+2N6Uw3TetQVJtq+VRBj/Pel81qj21HTSuIn8xqQSNRRUgP8w0m80U2gBeaZg04YpeKAIghqYQH2peKlEgpMCH7OfameQP7tXPMX1pPMFJSYyt5XtR5XtU/mUeZTuwIvJPpR9nP92pUcVLmk3Ydin9m/2ad9nq3TaXMFiibYelM8gepq+RTMVSk2FjPePbXjXxd0QWmrwaqi/ur5Nsn/XRf8RXuuKwvFPhuy8UaVNpeqRs9rN97y22sCO6t2Nc2LpLE0nA6sNW+r1VM+HvGUtu19E1r87bcSsOntzWNLF5XzL5io3QFf617x8cPhnofhPwjY3vh60li23YhmLzs3ykcdfevE9Kux9oW0lb923+rJ7H0NfJ4ihLDz5JM9ulVVePMjL81P8AlquR61tabrd/YHOkatc2hHZZ2X9M4q/c6auPmWNv+A1hXNtEkuGTaPUVhyuDvc25kzu7T4n+MLUKDqv2lR/z0wTWvB8Y/Eif63ypfcrXk5sx/BIwoxdJ9ybdXRHE4mK0mzF0aL3ij2NPjfrMf37G1f8AOp4/jvqC/wCt0mFv+BGvGftF6v8ACHpj39yv3oVrVY/FL7RLwmH7HpM3xGgu9Wuru6sGiN0+5vLk/wAawfFHiYa3Pb+VCyRwDC5bnmuVF2zo0rJ847VXk1CXB/dLntXE3zScnuzoTaio9Dq/EETWfgrQfNXBv7ya4H+6owK4xvu13vxUik0x/CWkTf62x0lXlA7PIc1wlcGN92tbyX5Hp4F3oohptPNLXOdLVxrdUH+1Vq2HNVZB++iHtVy2+UEtXp4X4DysT8ZaWmSTfwxfM9RF2k+58kfrSfKgwlOriOV2iVSw3Mrz0JIoAreZN879vQfSn1HE+6plryKjlKV5M9mkoqNooeaip+KD8tZp2GRbaY79l+ZuwqSOKe8P7pdq93NTRBY3MWnDz5/45W6D8a1SvKy1ZErKN5OyIPswC+deN83aMVHJps96GM37mJeQvetm3sUg/eSHzZf4nPQfSnvIssY8j519a9Olh2venv8AkeTWxCl7sFZFPTphc2/lSt+8h79yKm8tf7tZFxvsbsPD16j+orTTUbQpvWTb6g14uLw0qU247M9/BYuNaHLJ2kvxJvKj/jRSh6isX7P5Ej20vzAco3qK1/tlp/z3Wq9xcWssR+fdIPu/LWFJzi7NG1WNOpZprQhSFM/d5q0LZV/hqGE7496dRUsc+373zU5OTehcVBIk2r6VHPbpIOlWBhky1MNZJ6nQ4RkirHaJLHlv9YOGFO8hF+6Kc7/ZpFl/hPyv+NWikX9/mtJTknc5404NWtYpmL2qPBWrRT+6Vao3Q/jTUn1JlSaKF2jonnxfeXqKel1A6K7HGe1WMVTFsq7ouw5XntXRGUZK0uhyuMoO8epYEsX8Mq0/5W/iU1UNojCmfZB70ckO4nKp/KJdRi1uVuIz1++Ks+ajfxrVL7Iv8Wc0j2e5MqeRWzUZJJvYxUpwbdty1dbPJPzLViH/AFaf7orP8uNk3KvWtCH/AFK/7tNWjGxVNtyb7k4/iq1a/wCqf/cNVdvDGrdp92X/AHa5K/wM9fCK9VGJbD7/ANa0beDefm6VUgQ73C9d9b1rAFjUV7kpaHyMFdli1j2LnuatIBioe1TR/drne53xViNLUbm5+gq5GGbiok++amj+9WE22axSWw+f/UkfSuS8TosF1H5feuuk+Z0T1auV8X/8fENXh3aaRjivgZz5P7t/92rVr83hmT2Bqp/A1bug28UmhBJfnEhPFehUdkmeXS1kchZ2Fxdti3j3e/b866bTfDcdswlu38xxyFH3f/r1tRRLEgCLsA7CpuKxnVkzSNJJ6h/46PSl+7RVO61G2sR+/l+b+6OtYJNs2drFrn6UVzV5r8pVHgXYD60VsqUmYurE5yim0VbVwF/jqYGoB9+pAaSLiPzUM/3akzUc9NuxRctfuUGo7T7lSGhKxgxKm0uLz9Ttov78ij9ahqbTpGTUYXRtrq4I+tTP4WbUviPuLWYdmgeFIP8Anna9K4q++V7H2U118eqnXLPSrgoqMliAVXscc1zGqweddWa/d6fzr8thdOzP1lWkroi15CukfN3mSu0upYbpXe3+5HYYOPULWL4utgmnW3vcpWhYoINJ1WVuggfH/fNKTuoshPVnjGlp/oyH15rSQVWsRtsoR/sVbFfQyep8zYrak+zR9Sb0tn/lXjPh+0t72/ggurn7Hu+5Ifu57bq9g8RSeV4b1V/+mBH514nafLLHXr4H4JPzPGx796Je1TSrrSbry7+PZzlWHKuPVW710PiadEXSIW/htAfzqhpGvXFnm0ljjvbQtxBPyEPqvpXWeKPD8GszI1lMsN5HEAIn6Y9K7pS1Vzjirp2OLsNTvdJl8zTZ2iHeP+E/hXd6P46trqF4dVRrOaXhHP8Aq3PpntXnU9vdadKYrqJkI6ivSfDFpb3HglvtEUc0cjyNh1zj/Cio4taoKblfRnl6Hdqd3/18Gvb/AIGQGXVbyT+FV5/EV4NZkfa7p+wmOK+gfgtdxaTdLDcI3mak48tx0AA4z9a5Mx0oyR0YDWomevxp8leO/Gn57jTYV/ic4Fe1hK8W+LB3eJdFj/6amvncC74iJ7+J/gs8Hu7SWC4nS4jaFhMeH4qO0i33ttH/AHpF/nXtGraRa6zD5d4N3o/8S/SuCu/DN3oOoW06r9ssY5Ad6L8wA9RX2Eaykj5OVDlZa1/xFcadrt1bssc9mFUGGTkdO1Y9xo2m68fM0SVbK66m3lb5D9DVfxJdpe6nezxNuRuhrnUkeLlWqoR00JqT11PULa3l0j4M6xFdJ5czXYQr9TXJaMP3tin+2v8AOt3UbiRPhPaxyuxN1eA89cCsnw6N+oacv+2tZ1HaLNafxpH0mjbIPfiory7jsLbzrpv91TSxOPI82VsRx9WPauKnn/4TTxC0CMyabajMh/v8/dH1r5mMea/kfSylynkvxZ1T+19fS42eUhhGweo9fxrqb+3az0Lw/DL/AMs9MGfqTn+tYvxrjC+MLWOMbUFnCqqOw6YroPGh2tbRf887VFAr1atnTpJeZ5+HVqtX5GBUF8nyY9qntVclfN259BTr0bpEC1C0lY65axMvWB5ekx/7UlbWlQbLfO3LsuKyNfG2Cwj9Zc10diFWFB3xW0n7iOS1qrXki9FbR+UkTLlR2rO1i3i063UwNIJZHwP3hrVili671xWaUOqaz5jf6m36elYR3NZKwsenXGz/AI/p4j6bs1JFDfrJ+9vN61ptUYFO7Zfs4kccW3+Ld6mrkCbQ0n5UxE3GjUJTFav5f3uij3NM0bsrmJDa/wBp6tLO3zRQ/Ktb3kLs29vSo9PtBZ2iR9/4j71YkfYhNE582nYwhTSWpxHj/Uvs9tFZRHmTr9K85QcVp6/qZ1jVp5l/1SNsj+grPI4r3aMPZwSPmsRP21VsYKnTf6U1E21ZArRsxSsTW5+dR3PH519o/CLwzpvhDQhHaN5lzcfPcXBXBcnt7KK+MkX99be8qj9a+4fDkezTYv8AdFe3k9KNScpPpb9TzMxqOEUl1udr9qh/vU37TH61lr1qevreRHglp7kelVvvmm5oDhapJICQLJ/DVxBJ/epkci4q2HFZyGyP5qX56eBuqTZUCIdjU/YasBKkCVHMVYp7TTghq5sp+yo5y+WxU2GjYat+XR5ZqbhYqYaj5qsFKZiqEVjuqM5q2RUXl1omJq5DTMVZ8uk8s1RBBTas7KbspXG1YhxTsVNimUxENNqc1FWqdxhRRS4NMYlFO2GjbQA2ipthpfJFRzCuNxS7akEdP2CoEQbaNtT4o2CgCDyxTkj5pxFJilcdhdtGDQCadk/3aAJdwowP71V8mjNTyjuSZX+9S5X1qGmtTauFx+9fWkd1qI0yqE3c81+OVj/aXw11tMbjHsmH4Nmvi+QHCsvynqDX3p4/theeDNdi29bV/wBBXwm6bd8f90kV85myXtIvyPZwD/dtG9Z6qbyAFjz91/Y1Fe+VKMZ+asGKVrWXzF+4eHFdFHPHOi7vmrwz07JmPDIVPlt17U/dWjPaRuPkCq3Yis3ywr7JRtaqTBqw7NV9/lSt6GmTgwSZ/wCWZqbylng3o3I7UN3ESbqZJEjlS67sMOB9aZ5cufv1f0q3e41fT4V6y3cKfm4obuBt/GWd5PiHOZRsC2NuqA/3dlcP5if3q9H+Ows2+IVxb2+7zbeGNJ23d9vA/AV5oYErhxy/2ma8z1cHd0IW7En3qKg8j+61SIGX71cbR2K4sh/fL/u1ICNvz84/h/xqu/3zTt/Fd0G1BJHmNL2jbJnnNImXpsUZkNXeEFRKSg9DaEXNaixRbf8AeqRPWmJ8x9vSp0gkuXxFwB1Y9K4pO71O+muiIXfb9fSpUtBt82+O1B/BVjEVq/lxBprlu3f/AOsKtxWmD5tyfMkHOP4UrSjCeI+DRdwrVaeHXv6y7FdIJLwAPugtuyLwz/X0FWZJbfTohHjYP4Ik6n8Kryag8+5dO27V+/cv9wfT1rGkvYrdm+ylppj96d+p+npXsUqMKUbRPCrV515c02WNQuWl4uG2f3Yh0H19TVrQH32WP7pIrm95Z9zd+tdFoMZV5ol74YCtWYk+q2fm225P9YvIrDhIz/sv1+tdlcQny23Vyl5B9luG/utyKxqwUo2NKc3TkpDzaf7uKelonpUtqRJFt7jrUu0187Oc4ycX0PrKdOnOKkupB89jIsy/NF/EK0PKhbayf6tuQagI3LtbkVVSf7AXinXfbNytZtOe25qmqT12/I0fsy/3f1oKf7NRDW7THzRy0v8Abem/xGUf9s6xVOq94s29vQX2195K0O8YeP8AWsa7t5UP8XHp6Vr/ANpaa3/Lf8waa11Y5zHOK1pyqU3flf3GFaNGsrcy+8xdjeXuilOymObpf+WprVhure2uMCZXil++vofWrZ+y5wriul13D7JzQw6qfb2Of8+46ea1NjmlS6zK27dx+FdD5UX8LxtWZeWfBbK8c8VcK8JuzRlPDSguZSbsSZHrRWPg0YO3FX7DzMPrD6o2cbv4abs2n5R9axV3qfvtjPJq15bqPlmNEqCi9xwr86vyiy/6NJj/AJZyc/jWjF/qxWHIGfPmHOK3If8AVx1tKNkiaEm5SViyB8pq1af6uX/dqNI9yH6VLbDCSfSvOrv3We9g178WU9OjG6Zv9s4rat/u1i6UeJv981tw/dr2ZbHyyJKlSoKnSpZ0IVPvNVhfv1XT7zVYT7xrmkaxH/eu/oK5bxf/AMfVv/u11KD/AEhz9K5bxg4+3Qp3Cc1rh/4iMcX/AAznv4Grb8Mn/iUr7Oaw+zVueHTEmky7W3bSSwrtrfCeXS+I2Ey1U7rUrW1kWJ5MytwETk1yd94hu7vckR8iL0Tr+dULL/j7iP8AtVMaDerKdbXQ6bXdTuISkcB8tX6kda5nvlvmPrW54g/5YGsCuikkomNRtyuXbv8A48rb6mipJ43ksrXyY2YYPSihSsRYzqKKGrA6RqfeNSU2P71OpJ3LiFNm/hp1Ry9qTLLNr0qeq9rVqqMSGnaf/wAhJfqKU0lp8t+p9xUT2NoS94+3PBduv9nQsy/dt+PypL+283UrSRhxgDNaPhgbNHtv+vcfypz/ADS2o/26/KZv95Jn6rB2gih4ut2nisok/wCewP5VYvF+zeD9dncfuxbOM/WneID/AKTpyerN/KrnjBNvws1kL3sjSg7ygvNfmKWlOT8jw+z/AOPaH6CrdYvhi6kvNEtXuP8AWoNjH+9j/wCtW1X0s4uMmj5mMlKKZzvjr5fCs3O3dIgryhPlELdu/wBa95utPgv7Rra+i86Juqn+leceJ/h9cacjXOiO13aHloT99P8AGvRwdeEV7Ns8zGUJyfOjl9Pw2pwehlA/WtrxfcTQeIb3a7AxSFBjsBXO2D7L633fI6yqcH1BrW8QXp1TVLu4nCpcSOS4HQ5r1pfFY8qPwtjk8RmdBDqyLeR/wv0cfjXoOnfZ4PBubJWWJt7AGvHZBsNesWjhPA8Sbl3LExIH41FWFrGtFuVzx3Tj+7mPfea+hfg/bC/1PSZP+WcEPmn6gf41876V/wAe7H3r6h+AECf2HPcsv70XDQhv9jGf51x5o+Wi2a5crzsetP8AeavAvi/dpa+K9Jll/wBWrMW+le9v1avmz48P/wATyzT/AKZyfzFfP5Yr4heh72MfLQkzT0/U7fUrb7Rp0y3Cbjn1H1HapBKGOG+T2NeL2BubIfbrMTxInymaPgA9ge1d74d8XG9DRasOV/5bKvH419TKnZaM8CNZN2Y7XfDVhqTkp/o9wf8Alon9RXnus6FeaPnz0zF2lT7v/wBavWpY+c/wH7p6iozHuHluqvG3BU9KuFRwCpRUjj/GuIPDHh60Q7gIt+R0qDwom7VrH2qbxxpdvpsdiLVZEUs3yFsqP930pvhnzkv4TZpm54VM9Mnv+FKbTpkU0/ansc6S63cnTLVsCJd079kz6+/tWYdFvfC8n2vSJsxniWN+hxXX6Fpa6JpZiD+ZNK26aU9XY9TVv7AWiZX+eOUHcPSvnVVUXZbH0Dhzbnzd8R9Va/8AGEd7cQ+VsWMGL2Wui16/j1i8F1b7jbttCbuOAM/1rk/iIm3xNcL1w2M110dt5GlWPP3kY161bljCmzgwicqlVGZENz0+Rfn+lOs0OVqSQfvayvrY70roy9eTdc2Mfua6Aaa08CbiRjpWLq3Or2A9FJrqrchoE+lN3cInOoqVSTKdxpES237oNkcn5utWdMthb2kY28ycmrOBImG+XPWs278/S4fMS5/cjp/hUJNodktTX8mgxFazUutSYKV8vlc8rUv2jUf4vIpBzF5PkX61VcG6v0H/ACyg+Zv949Krve3yw/8AHtHJJ2AbinadLLBG/wBsT94x3HFW9FcJS1sadcx461j+zNIaOJts9z8i/j1Nad74jsNOuIYb8tb+d913XivOvGGoLrHiBEt38yGAYBHTJ6104ak5TTktDixddRpNRepzqx7IFp8lWrxPKwOwrPJ3V7G54GxaWpk61XSQVYjdcqnrUjLcCf6TZ/8AXwn/AKFX3RokeyzjH+zXwxbyRLqFiZW/cxzK0hHoDk4r7i8N6pZ6zo9rf6XJ51pOuY36fpX0eStXmvT9TxszvaPz/Q2RT91MFTAV9UeKRUbatLGKXYKdxWK4JX7tPWRlqbA9KftFHMJ6FmOcY+9UwlrP21KKy5SrFxZaf5oqtzT6gRbEoqX7TVDmlrNwT3LUmi39oH940faF/vVUo20+RBzstmcetV/N96ioppWJbuS+b70faKYBS7KdkCY/zqZ5v+1R5dO8ugBvmUu407bR5dAEeTRk1a+zBaQxip5kCVypRUpjpNlWIYKmFM2U6gAopOaXmpKJRS1FzT6mxRJRUW40m40WAmoqLcaNxosBLRUW40bjRYCWiotxp240mrABAqLAqaihOwrEO2k2VPSZp8wiEx1HsqY001YrGNr9v9o0TUYv79s4/wDHa+AryPZeXCejmv0OuU3xsv8AeGPzr4A8SW/2fWb+Nf4bmVfyY14Wbacj9f0PVwD+Jen6mO4qxYS7P3TdP4abIm0+23NQP8tfPnrGwXkQHZ+VQDzbzltpqOC43j5uo606Q/Z5Fli+6fvCm1YAlhbZhxu/4FVSOOWKT5R8lbA2zx+xqlInlPhunrUpo0cSulwzOybORXWfDeyOp+PPDlvj/l8Eh+ifN/SuSuE2kSr+NejfB1ktfE9xq0v+p0zTbm5J/wBorha2opSqRT7oxm7QZyHj7URqnjzxHeK2Vkv5Ap9l+Ufyrn6YsjTu8r/elYu31Jz/AFp9eFWm6lRyfU+gowVOCj2K6f616mqGDl5T/tVM/wDq2+tT1sU3ZXKQbLGpU6e9V46kWvWa0seLGbbuy2mVqwiFqjgDOcYrUiSOBVLffPT1P0FcFWo1okerRpqXvN6IkgtAozLwPSpQ8lyNtn8kfeX/AOJFOW3M/wA1z0/uf40andvZ2avbryX257CnRwV3zVtfIK2PUVyUfvBmttLj5b52/F3NZ15dmT/kI/uY/wCG1RvmP+8aoS3jwOSn/HwfvTPy34elUdhf5t27J5NetolZHittu7LdxeS3Qx9yKP7sadBVVBt5arWnW73E7RQJvypBPYfU1MDb2afKVvLn1/5Zp/8AFU1oTYi+xtli/wC6j9TWxoLot/Fs6NFjJ9qx7yRpXSRzu3CrujEpLbydhLjP1oZSdjs5xu/GsPU7QXFuw/jXla6KWMeWh9VrOlG2s4GjjqcdHIYjmtrAmjWRO/Ws/ULbyLhv7p5FOsrryZDE/wBx683G0G4+0juj1ctxPLL2UtmW/LPr+lIYN42yJkVoxrxU+2vnnWaPqPZJowf7PiX0qtLp6xsp3ZVuh9DXRFfZqpyWvWNk/dt0ya6IV5X1ZyTwlNrRGB5MiPslT6Gp/si1prBn/Rbjr/yzf1o+y9t9dDxDOeOFiZgtY1/hqTyI9uNtaH2X/aphtmqHWbKWHS6GPPYhQXRm+lRwbtjBtxx1FbG2s5wbaTzG7Nh/pXXCq5KzOSpQjTkpIcYqjKGr5Qfh2pu0VkqrLdJFHyg348GltydrRv8AeXip9m2opgY3V17dfpWym3oYOnZ3XQJoRir1om6MVVm/1OV71fsR8q0+Z8hrSilULkX3H/3afD92X6H+VNQ/Kacn/Hrc/wC4f5Vx1vhZ6+Ed6qXkzO0U7oXPq1b8X3BXO+Hv+Paugj+4te5JWPk6XvRJBU6CmJUgrJu50oQffqwn3jVcffqxH96sanQ0iO81Yt8jfh9a4zxPEYJreSX/AFswJauyA8+dYuwOWNc347/4+7T/AHTWmHdqiMMVrTOZH8VXfD3/AB534qj/AHquaEdtte/jXoT+Fnl0/jRzNWbH/j4WiCynunxBGx9+1acFnb6c+6/n+ftHH1rRzSMkmy3rEMlwbRIl3Hmqn2S1svmv5N8naMf4VZ1nUJBBbi1/dIc59a5ts8luT61lCLaLk1c3NQ1WUQW32b9ypXOKKo3/APx72Y/6Z0U0lYTbbK1D0/FRmsGdjVxY/vU6mx/ep1CFEKjm+9UlQT/eptXKLFtV2qNrVqkhNXHVJYwC41FUY475+lQ1b0P5tahH97ilPYcI+8j7h0VtmlWZ/wCmC/yoT/j/ALQf7Z/lVfR/m0TTT62yfyqdP+Qnafia/KJK0mfqsfgQ3xCC1/pe3/b/AJV0PiC2E/gu9tW6SwbDVS7gWW5tJMcxk1pa24/4Rq4f/YzWcX78F5g9YS9DwPQ9E1bRN9otul1YNhvUH3HcGtO8sRH+8ji2+qeldNbf6iMr12irzwpOnzrkGvcr13Gd7HhxoxirI8z+32SvtaeNW9DWZe3ktxqax2b/ALodSOlej3Pg7Srpstb7X9QagPgiw8nyoDJFJ1EuOf8A9VXHE0luZSo1JdTyzVvCtpqoZ8eVL/eFee65oN7o0ref+8j67xzx617zeeHNT0nl0+0Qf89Y/wCorO0nQJPEWvRx+Wot4R+8d1OK9TD4vkV73ijzK+FjN6LU8E8/cn94V6lZQ6ddaPefY5m8mOydmidsMDt/Xmu88Xfs/aXqSm58LTfYr0L80Mn3HP8ASvD/ABHoes+GHe01m0ks5egb+Fx7GvToYyjil7j+88uphquHvzHJ6Un+ij/fr6h/Z2G7w5qHp9r/AKV8w6W5+zSBh0fNfUn7Oyf8UndH1uc/pWObO+HfyNctVqh6o42u1fMXx5P/ABUwH9yD+bf/AFq+oJ/vNXy58bYnuPFdwIl3vsjRR7mvDylf7RfyPYx/8Bo5IambPwE2jT28iPdXS3MUo+66dwfeo9Fxb6ZqVyy/whfzNW7PxMkG6zv7OMWKoE8g8kMOvPvWq+j2+o6JcHRHbEjgiM8EY7V9NCMaadla7b+bPCbdRq72VvkZWl6pqNhZveQFZLHzthidu/X8K6DSvE2nak6R7vs05/gk/oa88uLeezZ451ZPUVWtQJbhA1bqmpJ3M3VcWrHbfE8lZtLj9j/OpfhxH5viqzTsG/lWF4ys73TrvSra/uvtkeMwnuAe1dF8Np7Wz8RrcajN9ngjDZY/SuaurUGjWk+ase7OVTKD5ju+6KpSS3lzrEOnxSfYU8vcX6s47gelUbG6ufFCyyWMTWGhB8JIeJJ8enoKIL6a91r7JEVGt6a2U8zhZYz1TPqK+d5Wro9+91c8A+I8ar4uuVTp5mB+dehX1oEstP8Aa2zXB/Eb5vHMw/6bD+dek64NkcA/u2gr0cXJqFL0f6EYCKcqz81+pydun7yl2fvs/wC1UlqPnpzJ+6Q/7ZqXudVrIydSw2tw7ui25JrQ0rzJ0+RmSNfxrO1P/kKze1qP1rodOg+z2sSd9uTWzf7tHnJXqS9SGdp4v+WjfhWTGZtWvkheRnhibOO2a173Mo8tPzpmkxRWCsN/zN/fppqK8x1Kbk1bY10j7L2qYRqoqOOQ/wCyfcVICWrM0GGJaZs2lpGbdjoKmOfSsHxZrX9i6S8if69vliH+0f8ACqjFzkooic1Ti5PocD4zvv7T1dkQ744P3f8AwLq1UtNtBBHv7npVWzjZm/vE8Z9z1NbewLwvQV7/AC8kFFHy/wDEm5syb/pVONNwq/eDdUCR1SYpfEIIhT4IPMGW6VKEp8P+r/4FUjgryJY4kUjivrv4NEN8ONF29vMB/wC+q+R4/v19afAh/N+Htuv/ADzupV/rXs5O7Yn5M87Mlein5o9GQVcApUSngV9g3c+ZFqI5qfbUe2nEaIdxpuTUuKditeYlqxGCalGaQCpAKTdykrE3NKM0U6sBCc1Jk0ynUAFOptOoAKKKKAClBplKKAJM0b6SigBd9LuptFIpak/2n+9SeYKhoqOVFAXpM0YoxVCSFop22n4obsTYTbRT8UtQnYsTFLS4pKQBSYp2KMUANxRipMUu2puOxDTasbaNtNSsFiDFPpcU3FXuIWikxRiiwCVHUuKMUbCIqKdRVCK8nb618M+PrYQeNtYQDgXk3H1NfdMv8NfFHjpPN8ZazK3/AD9uf1rx81/hxZ6eX/HJHDi3HmfN09DULwFN+7n0rSuvv1XPzV878R7DVmZsWYkWX7y9Gq9gOnsaZYLujKNyOQaCjWEvlP8A6mT/AFZ/pTuIJEMQzEW9xT/NSeLHzb6kqrLH5R8yLp3X0qNBp2HCNcYxkV0vg/Vhoraqs9p9q0yeyKXsf+z/AAn865yN94ytd1BZpZ/BPxHqLIvnX2qw28T99q9RWiTeqdrJsR5f8+8mJfk3fKPbtTfMk/uVItSV4Ldj6JRsVUkaIf6ule5DIV24NWabKF2OdvaiLV9jKcXGO5nQ/dq/b2xbDP8AKtVbdkgXe3zHsO341pWcb3py24r/AD/wFetJTl7sTyabpx96RbiYfdtx06seg/xNalrZ4O5vvnuev/1qdb2iQbfUVex92rpUYU9eo6uInV0e3Yk8gLGvpmqWu23/ABKrsL/yz+cfhW2kW2NRUVzF9ot5ov70ZquYxseeXkYZIZl/5agcUsVuqJJ9qbbjDeUn3vx9Kmyf7GQq22SJ9pNVLRC8+xfm3oRWrJLyfaJYFmg2rawuN8Mf8A/vN6j3qm9u32qSKJN53nAHpTxAtqM3krAlf9TH94/U9BVq/umcL5A8mGVASqd/qe9StC5JaEciRwW0RfbNKrYwPuj6+tMtJ2aUl23EYI/CoU/49pR6EGpra2kU73XYp45709iD0yKMT2KP3xkVnXsLxH5qvaBJ5+k25/4DRqY3bPXZXNHSVjskk4XOXv4PNj9xWRs52N+FdHPH94VjSxd66rXOMlgv5IBslhZ8dxTzrsa/egl/Okil+T5ar3eW5rzp5ZQk7npwzTEwio3TJf8AhIrb+KOWkPiCyb70cv8A3zWPIPm+anXsW2aHb3rlll1BdzohmuJm7O33F641y1dMBZNw5Ule9WrPWbWaL946wy9x2+tYb26/xrTW0/8Ad7v0qXg6TjY2jmFfm5tDq1vLRukyf99UrtayjHmx/wDfVcnBZq7rx8p71Ru4xBK8a/LjpWH9nLpI1eazW8PxOz+zW/8ADLGf+BVBPY+aDja3bFcP5si8q9KLyT+9VrBST+P8P+CTLM4yVvZ/j/wDp4tyS/ZpxsI/1bdjVjCt911rkTdu3Wm+ezVu8LzP4jmhmHIrcv4/8A7IwmoSjMPnTGK5QXD/AMLsv/Aqd50n99v++qFg2vtfgN5gntD8f+AbKyfet27fdPtW7po5j981x0Mjbs7ufWuv0jLQRO3fNLEU+SBvl9X2tVLsXUQqKfGCba6P+wf5VPCAdu7+9U0g/wBEmH/TM/yrya1X7Nux9Pg8MlJz8mc34b/1Q/3q30+6awfDfRh/tGt4fdr6SR8RR2LCfdNSCo4/u1LWB0jR98Uy+vls7Zn/AIuir608nZzWXf6XNdjzkbdNn5QemKlRTeopOSXu7mxopZ7RJn/5atmsDx3/AMfNkf8Aerd0SVfs8Vu3ySw/Ky1iePP9ZYn3NOlpVsRXfNQZy1XtG2pb3JfpVGrtl/x6ze9ehP4TyoO0rmdd61LITHb/ALmP9ay0+/nv60j/AHz/AL1PWtYxUVoZttmzqg/4l9uawT92uovrSS6sLdIl3e/aqX2Czsxm9k81v7grKErIuSbZFdRM8dtsRn/djpRWlcS3U0UDWK+VHs6UUK9thOye5z5cVGae/wB9qbWFzusIn3qnqBetT1Ihc1Xm61LUEnWgCe1PNWN1VYasVSAkqTS5hBqltJ6SL/Oq9Oh+W5j9mH86TWg07H3XpoC6NYBenkrj8qZv2X8L/UVQ0TV4H8M6XO80aq0C/wAX4VzninxFfLd21j4Y06XV718sSnEUXoWavy5UZTqNI/UHUjCmpM77Wtas9Je0N9OtuskvlqT3JFc/q3jj+0VOkaHDJqTy/LiNeNoPPPtWH4f8Lw6hLZSfEjULm+12GZp1if8AdwRseiqO4r0B9Jt5ZRc6Xts7uLphcAj0I9Kf7qhJP4n36f8ABM7VZpp+7+ZyMes2zXsljdRyWF7H/wAsZVxx2INa8HQ1oalpFh4nRYdUgWG+j+438Q/3W7ish9NvdCOyUNdWw6P3FV7RTVuphKi4F8YqxHGGeqUMiuMj5hV2J9prJu5gaUduMVKsCr91VX6LRaOGWroQNQZPRkEXy1Dq2j6d4ksnstbtIry2b+GRf5HtV/y6bjbVwbi7rclpSVmfOXjX9nSXTjNeeBpmuIW5axl+9/wFu/0Neg/BbSLjR/Cq21/byW1yJDvjkXBFenfeFN2rvb1r0KmOrVqXs5u5zU8LTpVOeJnXB5evnH4k5ufG7xxS+TILhCJD2IGa+irzKuf96vmf4pWa6l4l1IWrt5wb5o++ccEV05cuapJd0Z42yppvoNn8MtpvhCXxlqMa6mmuJKu+NflhYNjp2PFcempfYPC9s9u7LN53B966lfiC1j8KH8A3elSNqK3RaG5z+7EZ5P8AwKuMdpdJ06y3wxzbXbdFJyORXsYKNeHtParXmdvOK2/A8vEypPldPbl19XuaVp4mtdTAt9bRfN6CboPxqpqmif2dcQXVufNt5nVceme+a5oRmXJRNwX5mA7LW5PqNs/iaP8A4R9ZotMkeFVhkz7buD05r10nGVl5+mh5zlzQ16Gr8Un26/okf/TEH9a1Phuli/iDGrpG9ttPEnK7u2ax/ih83jPTFXtAv866L4baWmr67eQStgfZiQ3oa46zSw+vY66EXLE6dz3ZEXyIvI2+V/Bs+7j2xXHRWb3moeIryzbF9bzA27D1Haqp/tzwc2/HnWn94cof95e1L4R1yCC8vvtp2C8fdv7Iff2r5+NOUIuUXdH07nGo1CWh4n4vuWvfGiTP/rJJF3D3zzXqfiUbJMelsleVa3H5vjeONfm/0kY/76r1vxgNslwf7saCu7G/FSXl/kcmW6xrPzORt+tWiP8AR4fxqjafNPJ7LWlKP3MI9hWUtGdS1RjTxq/iCTf0CKDWx887+XF2+/8A4Vh3X/IXvT7qP0q/aagsGX2ybR947a6WnZI4FaLZugKowo20FA3vUUWoW8oyr1YG1vund9KjUtO5WNtH/c2/TioDp3OUuZ09t2a0NhpCKu7WwnFS3K4jnXn7S2z/AHa8m125vb7UHh1S585bSRhHtUDr9K9O1bUU0+wmuZ24hXd9T2FeRZdstL/rZCWf6mvQwSavI8THys1BMuWYXzM/wL0q2SM1BaR7YM+tS13nFFWRSvP9YKjApbv/AFgpySooz3o6EdWO2bRQn3aY0wamRy7D83Sga0dy/BjNfV/7Pp3eBph/cvm/kK+S4p+6ivsr4J6E+gfDuwlvD+81ORrkf7p+7+gr0cubjiE0cGOSdFpnoYFS0gpK+1TufKtWCinZFLmteYLkG2jbT5pVi5cqn++wH86zptb0+3+ae/tk/wCBipdSMV7zsUlKT0VzRxS1y138Q9AsfvX/AJx9IkJrIu/isQP+JN4eubtuz3LiNfy61w1c0wdFe9UR20svxdZ+7TZ6QAapalqNpolo91qV5FZW8YyXmbH6da8lu/F/i7UifPvrbR7c/wDLOzTL4/3zXlnji9e6vxpizy3cx/e3M0rl2Rew56E140uIKEny0Fzeb2PTjklanHnrtJffc9d1v41QTOlp4Htft1xI2PtNwuEA9QvU/jXW+DPGi69/oOqeXb6uq9F4Wceq+/tXi3hbRV0+282VNs8q8f7C1qT/ACN5qO0ckR3JIOoI9K8RZ5iFiPaN3j26Htf2LRlh3BK0u/U+idtLisnwvd6jfaPaTa3D5Nwy/wDfa9mI7E1r197TmqkVJdT4WcHTk4voJikp1FaEDadRRQAUUUUAFFOopMaG0UUUwbuFOooqSiUUtNp1ZjCinUUDSuFFOooK5RMUm2nUVNw5Qp1FOqRsbRRRVpWMxMUYp9NplxExTcVJikpN2DlGYpKfinYpXE1YhxUVWqiNUmS0Qyjivjbx/EF8Xaqv/TUt+tfZj/dFfIHxNi8rxfen+9k142a/wUellqvVZ5rFH58j7m6Uk9uYAD1FWbNeJT71LOB5b7um2vnXJpnuxgmrlLSbeNld36ZNXruyhvImjfoe/p6GoNHCyWQ3dGY5qK2vyk/2afp/AT+ldi2OYywJLeVra4/1i9/UetDox+6+2tbUbL7eMJxOvMTf+ymsmKTfuDLslXh19DUNWKEjBXd83PpXpPjf/iV/BXwdYL11G8e5f8M/415y8e7letb/AI+8Qx6toHgaCBpBFptnJDN8px5m7178VPOoU6i7r9UOEOacX2ZyNO4x71HmNfvPtoDo5+Rt2OtfPNH0PMrjqguX227fWpXkRPvnbVO7nXAC85rSmryRFWVoMdZWfnlTL09K6ePYkahF/hrAgk2fdqyJ5eitX0CVj543Uldf4q0Y9rhP73FUdF8PXGoQPLLNJbD/AJZ99x75rasJLdR9hvP3V2h2Mf7/APdYVDkkaqDaJQfvD0qaD5ZE3dKQxBc/rVu0gZnV/wCGsJOyN4xcpI84lg8qTW7Jv+WUm4fnVG2vPK2CBfL+blv4j+NdFr1p5Hiy4T+C9tv1xXL29tK7kIu0L1c8AfjW0XeKOeS5ZWJrU2MRvf7Sjmkk8si28tsASZ4LeoqzBZyXFhC77Yo1JBkfgfh61q2+kW7Oj2RW+u5mbAdTiMgZzjvV3XvDVzbW2irKJ21C/h8x45eNrB9owOwxXKsRRVTlctX+ib/Q6PYVHDm5dEc/bvbwF47VPOkKH94/Tj0FUXnkeUPK+SGrRe3uNI1P7JeDZJ0b8fQ1mSRuhbejL6Zrri1JXTuctmnZnoXhecf2cY/R+KTUNcs2uJU34kj4x71l+HZ/9FuPbDfmKy5rZGlkkl7tnFRyrmub8zcbI0zeK6e/rVeqhuFQ4VeKsAhvu10I53oLUE4qzUciFh8vXtTEZMqfOv1xV94PNmtgvoRUpsJoWUuMZ6VLD8t5Zf8AXXFcNeScWdWHj+8VzNmjGfm7U5TxirOoR+VdzJ6MapD5TXLF80UehK8JMtW6DOPbiufv0/0p66O0G6RawtTTbeuKqJnVV0ZGz71MdNtTd6RxuFaHIVaUU40+tCApcUlFapXMGWIutdno3zWlsfrXFw9a7rw+mdMU+jGvOxztSPbydf7TY0Ih8wq0f+PKb/dqCNelWVH+jXA/6ZGvmK3xH3+HVqd/I5PQHCGbd/fNdAPu1zWj9Z/9810qfdNfXM/OqfUsR/dqVaYn3aYZPn8tfvn9BWLVzpJsh2x2qxVWPttqxWMjRKxHJaRynzFbZKP4v8a5vxlu8qw3/f8ANP8AKurT7tcv42/1VmfSSrov94jDEx/dM5k/dq9akf2a7+jEGqD9K0LAxpp0nmjcC54r0p7HkR3MW3sjdSttDMN3Xt+daQs7CyIN0++Tsv8A9aqU+sSSJstx9nj9utU4/mmBb5iW61XvPcz0R02qXwjsotm5AcdOtYcdzaKcsGY/7taOpQy3ISG3TdjGT2FPsPDTPy6+a35IP8aiMlCJrJSnIli1GKaFVjSU7fRaKszQWNqdtzK0rf3YeFWio5w9n5o5KT7xptOP3qbWZ2An3jUppiDbTzVWMpEeaYVp7mq4yxpJXByfQswdan2mkgsp3GVWtOCy3H5+KpRbBzKaR1Pa2nn3AM6sIR1IX9K3INPVf4c1rQWismO1a+zbIU2nqdX4c8cWEmo6bBf22zTLVMNDJ90kdPwr3jQ/Emg6if8AQpY0kf6D8K+Yk00RcrViF5Ldt0LshFfN4rJIVl7krM+owud1IK1SNz61vLSO9i2XCLKmOvesgC60nHL3dsOjf8tE/wDihXk/hT4pXumlIdQ/0iHph/6GvYtG8QaVr0W60m+fvGfvD8K+PxOCr4OVqkT6nD4qliY3pvUQ6nHeJ+92zRdmHb+oNTrdSIMf8fkPofvj/wCKrN1XR8O0tt+5lP8Ay0Tof94d6xf7TmtX2Xg2P/fTpXMlzLQ6joJdOiuwZdLm8qXuvb8VqlFNJBN5d9EYpB/EvKn/AApg1BJOZeT2kThql/tA/wAf+kr/AHhw4/DvTUmjKVNSdzet5A1aEUv96uXt7+JDu6xn+OPt/vLW1a3O5NwZZYv7y1KdjiqUZRNtDSYqKKT+7VlDuNXGRzDAlJs5zUxpuK0IKr2yzyYbvXgHxK8J+V4inm+ZLk4ZXHp2NfRH3ax/Ffhb/hLtMhitPKi1KGUbZZOhTupNd+Cq+yncyqRUlqfKV/YTR83Scn+Md65jVrKXy9yfvIxziveJ9FVlmt505RzEwK9xwa4XWvDM9kTJAu+LuPSvoKOKi3ZnJiMBJR51qjL+HGm6MW0yXUeZb+++zbd2DgmoviX4bTSPi4LKHiKV4Z89Pr/Ks3+zlgv4b603Q3MMolUdtwORVrV9au/G3jSTWNWtlsZZdgcJ90bRjjPrWcKFaGO+sKV4uMk/XS1jlnUg8L7Bx95STX/BOc8YajDq/jmKS1fzYo0C7h6jrXonwrlgs9du5Lh/KDRbVJ6ZrzC4077L4vniT5hGhP516n8NNMhvm1L7Tu68MvUV341r2PyOfAp/WFbuez4DR/3lI/A1ymq+DLa8fzrBvsc59Pun6iq9zJqPgtEk837TprnaM9j/AErodO1211jaqN5U3/PN/wCnrXzVp0veg7o+pThPSaPm64sHh+JFpbzrtdLgBh7g16h4zTdNc7uh8quI1RN/xhf2uVr0rxnag3Gxu5hFd+Km3VpehyYKP7qr/iOBjtvKecD+7WjOOIR/u1fuLHZqcqKvGz1pl1bNlT2GDWLnzG6jZWOOu/8AkK3n/XUfyrZt/mjAXpWNdkf2rd/9df6Vv28e2ICu2cuWxwwV7jJSqD50pkVvC7v8m36Vc21Qtg/myu7cbuKw9o3sbclif7CVfdFPMntu4qynmrn59/pvp8A+Y1m6/qQ03T55v4wuEH+0eBW8E5uxhVcaabOE1/X316dbRImht4Zcvnq7D+grFeP95irFtbEDb/y0flj9atRWgl1HYvRa95csFyo+YlzSfNLqSPHsjULTNnFalxEFqsUCpUqZpKNjCnG6cD1qTyUouPluRVitjn06kPlL8vy9KjkjDPmrDkL96q5nXFAEtum5yK+xrDxOLXwZ4Ws7NclbNS7FehHbmvjzTwWdfdv619j+Ora30SXw3bWFtttRYJhE6cKOa6qMpwhKUH2/r8DCooTnGMkWx4t1J/8AURRfitRN4r1xpTH59um30gB/nWC+ryRJuRFBHQGhrl1xJt5JzUyxeKS+I2p4PCt6RubD+INYP/L9j/diUf0rM1DUNXMOf7UuVOecN1qr9ruJeUWLB9c1FPHd/ea46dFRa86eLxU371R/eepDC4aK92C+4kuLNXGbh3nPcySE1XFjb7v9StPFo6wp9ouJJJO/YU7y0bhkb/vqvKqTk3uerTglG6VigTA9w0srRqkXCjgVDca3ZIceeHPogzWiLG0/54R/jzUcs9pplvNcmKNI4kLOY05wKjmT6NlKMo9UjB1vxba6NbZKSPdSjEEW3BJ989qwPC2hSSyS3l+fOkL75m/vyHnH0FcN4j12TxJqr3svy/wwp/zzQdPxqbRNWuNPuVls5mhl7nqH9mBr1oYX2dK0dG9zwZYtVat56pbHs7zhRitzwT4efxBqwknT/iXWbgyns7dQn+NcToV7N4nltbGwjKahO4Qoegz1b6Ac19J6LpMGiaZbafaL+5gXGe7t/Ex9ya78qy916vPU+GP4syzTMFTpclN6y/LuaVNoor7xHwjVgptSU2tYkNXG0UuKWquSkNp1FG2i4WG06iikUwo206pKTdhWGYoxUmKMVBQ3FOxS7alxSbsBHin06m0J3ATFLRTqG7AJilopcVBQlFFFVYVwoooqgSuFFFFBqFFFOqG7gNp1NoqWrgNqGpyKSqTsRIryf6t/92vj74pTH/hMb4ou9Yxg7e1fYkv+rf8A3a+NfHLCbVdcmB5Mz8/pXiZtUtCMe7PWyyHNKT7I4SCdIsh+/NQ3V6DC4A20TwjfVO5j2j5q8aMUz1HJpF2zzBoilep4H4nFSanHHdS+Um1ZV+WI/wB/HVacQIrPTI/V9x+ijNZN/wD8eFtKrfvA7bj7nmuhGBpaZeGVxFL/AK5fXvUuq6X9o/0q1+S6Xr6OKogvdRJfIuy7hx5y9N47P/jWxJP5oQr0PNPRoDD09Gv7mG1QN5ksqps75JxWp8QtlvrZ0S13JZ6SogRD/fxlj9ea3/A2lJqPj3w8ir8321GY/wCyvJ/lXK+Mrr+0PGXiG6X5hJqU5H0DY/pXFiVyUL93b7lf/I68LrW9Ec6bfd96ovJVNxXvVqkccV4qmz2pQRVktQ/eqV1bhDhTWvisu8f94xrooNuRyYhJRJUutsmGX+HmtXTp0+1Q/N/FWJqC7ZUI7pV3S03DcenQV7CZ456Np+uWdrbussnKkkD1z6VzOpXj3VzLdL8jZyntjpVc/wA60bTS5ZWzMvlL70n7ups02tDZ0rxBbX0EQv28m76FiuFJ9a6K027W2NuQ88Vw08FtA/l43N6Vq6JevaNt6xP/AA+n0rKUeZXRtTlytJieMovK1PSbr/a8s/Q1S8CeGrXxR8QbfRNRb/RJS278BWv41Cy6Lb3SfMI5gc1ysjXNnrrXGnP5DKgbzS2Nme+awnGdTDShTfLJppPt5l3hDERlNXV02j0j7Np/hXxDqdjDcMun2R/dpLg/vMfeDdcVi61r154l8RC/WWMpBbjZP/AuOg/DvWXHLJJZz3z/APEyuzy8svC5+lMu7CW2bT57y4Z55uCnRVz2CivIw+EpU8QpzlzTtb/P7z1q+KqVML7OEbQTv/l9xR1vXft+rtfSqt1cnAExjwiAf3FrnNUd/wC0ZGlO7c2cn3r07TNPtdd+HGp3V0kcN1om+KOU8bvmzj6nOK88eyuNUlh+xwtKSnPt9a9bCVqc4ypwVuR2a/Ffgzx8TTnFxnJ351c1fC53Fo/+ekRH5VDf4xGq/f2/MKfp1lLo2pwxzuGJwePetTVLRFcSY2jpXZzK5zxTRgxxU+WT7NHn9KllnVBiBfNkPamR2bs/mXHzydl7VYNXKS3ty/3UVfeuk0u0ZF82U75TSQ6LI5Ek+2LHbvWpHAE2haick0ONN9StcQbxl6xLlfKli/2ZhXUSJw1c9qw2nPowNYN3RpblaZZ1aALevJ/eWsGRPnaun1L52T/rmprn3H71q8vDSfIe7jFao2T2SbevWsLW023rH1Fb9t1rJ16P94j+tdcH7zOCqvcuc6RUdWcc0xxXTc88qN1qTFP8ugpzWiMpEdFKaStEZE8PWvQPD3/IFH4159D96vQ/Dv8AyA1P+01eVmH8H5n0GS/71fyL69amt03RTn1Q1AgOVHrV+MfuJv8AcP8AKvnqy5VfufcUJcyUV0RwWj/6y5H/AE0rp1rl9I/103+/XTEhRmvqj8/h1J5J9iBY+ZG+6KdaxeUMt80h+8ajiQ581/vkYHsKsCsnsapXGxuF4alD7nqEfeqwn3jTaKTsW0+7XMeNv+PO39pK6delcx40/wCPOL/rpWVH+IhYr+Ezlu1WvM26ah7ZNZ7zBUx3ra0rTLi4g2rFiI8+ZLwPwHevTm0eNBNvQw7XTJrjnGxP7xrTg06zgdd265k3cf3a6MWVrar83+lTber/AHR+FYkcZ8zD9R0qVNyLdPkNiWe2s+F/0mUf98iqF3qU04wx2p/dHSmeWaikgZjUKKLlN2M6b5moqY2ztRW9jmMWgfeooXpXKdz0VySgRs5+VaTlqv208UW0S/L71qYXIYtMLn5/lrYstIhibcy7qljUYynI9RV2Jwv3qpJXGS+Wo6UeQj/e6+tLTq6SbDU8yD/aWr9vIr/d/KqiSf3qmSNJOVoCxqITin7A9VUkeL7/AMyetXY3SX7pqJmidiAxFau2Oo3OmzJJbSshXpioyCvuKbj+7WM6UakeWSubwqSpy5oux674X+K6ThLbxD16eZ/jXW6rpEGuwefpbqZOu3d94V841v8Ah7xdqGgShYX82H/nm39K+SxeRK/PhnZ9j6jCZ19nEfed/Ik9g+11ZcdjTheBznO161tN8X6P4niEV2FS49/vf/XqlquhyWP72L97b/3hXz0oyhLkqRsz6eE4VY80HdEQuHQ70faR3q9a620Um9T5UncjofqK53lvuNzUZ35w7fPScE9y7Hp2n+J4JTiXEMn97+E/4V1tpdJJt9a8Gi1F7WXE/wA0frXX6NrLKB5L74z27VzTpcq0MKlCM1poep0Vi6frscoAlFa29XG9DuB7ihNM82VOUNwJqWzG449WqE1pabGn2dpW+/uwK3p6sxbsjH121S5t71JYVMoi+V9vIxzXlklqsqkONwNeqeJ9XTw9pdxf3X8X7uND/GTxXnsUkc0QkToy5BroTkldnZhZaNHh3xBsH0XVoDYLxOM7fes5I3dVN1DJbye9d74uEUvinTYpORt/Ik12s3hm01G28q4iU+h9K9xYpU6UOZHlTwTq1ZuL2Z86XtoItVlunkzNcINv0FekfCEDF8u75t/Sm+I/h7JawyOkLXMA5BT7wpfAXh4W9neXTXnkzGUCID73Hcit69WFag7M5aFCph8Qro7fx/JssbWP+9ISfwFZ2peGw8cdzpLeVOQCYu2cdj2qtrM19fy2cN+q7YiQZk9D3r1jRPBF54gtFuInFrBtBiaQZL8eg6V5Sbpxikeo5RcnzHy3pcU118V0N1/rftA3565Ar2P4hW4guLHav+tmi/QV5h4chM/xrvU+95c7Z/CvYfibH/xMtHHbzB/KljZ/7TT9CsDH/Z5+rONu7fdrVx/1zzVWWP8Ad1syx/8AE7m/64iq7x8IPV6zjKyOiSszyDViy6zPt/v5/StfSJ7iSNy7fKOlZmq4bX7of7dXbS5EEYj2cete1OzgjwKTfNdGnJqAQ+Xt3FqhSdkkWPyZG3N1qtZn7RcvK3bha1VrFQSOlzb3LPnrFHluFUZZvQCuA8Q6nHrd/DbWUvnW0Pzuw6Fj0H4V0fja8/s/wvIF/wBbekRj/d71z/hjQf8AiXPM/wApPT613UUoQ9o/Q83EVJVJqlH1KkUf7xn9KtaJb7vOnbu2BWsdLW3s5JPTqfels4PIs4vfmrdROLSMo0XzK5TvE4rIkmC8N+VbWoSKo2rzIe1ZEcA8z5uTWkHoZVY+9Ywrv5p2pgTaM1PcD9+aTHy12p3R59rNlYinAUuKfGlVcGrl2wHbvX1zrerPq3h/wrqFwFTNmkWfUhev6V8kWX+sr6tsLSa7+G/he4b5UVVJPtyBWkdYSROvtItFWWWJoX+ZW+XpU0d1G9un71d+0ZFMltZHxGyx4z94LzVH+zTFd+YrLLjoDXLPlcNTup80Z6IsQ6nZuTul2MDzmoJfENj5mFdj+FXtkrDPlqwrFu7iMS7PI2yjowWuNRhJ3a/E73KrFb/gWTrED/dWT/v2am85mtzKsL/dyB3rmpdTuvtHlRwNluFG7rXQ2kV88Hl3u2Mf3UbJ/E1zVKajqdFOq6mif4FM6vIkWVs2aTsm7k5rmvidrUnh/SU0A/uNYvP3t8gbPkxHlYz6E9SK6691m38DK2qtAlzqRiI06B+R5n/PVvYV8/axc3F7qNxc6jM1zezuZbmZ+rueTXoYTDwaVRo8nH4mal7KL9Sn5e0ZX606N3/v4qVI/wDQLqbsPlFVRlVzXqHin1Z8BvC/k6Ivie+XddXkXk2xPZB94j+Ve0x/drkvhjF5Xw38Kg/8+IP5k11yD5a+gwdlSR5WKblUuNooqSvVTsec0R02pqTFaJ2JEptPxRikIZRRTxVt2ELRRTqgY2nUU6puacouKcBSU6pBqw6im0UCHU2m1JQNqw2nU2m0AlckptFOoKSsNop1Npp2GFFFG2qbsAUuKWlxUt3AMUYqWo6lO4ElQ1LmmVMQI2ptSVHVgVtQkWCznkfgLGxJ/CviPxBPvS4LffnuD+rZr6+8f6kumeE9Qnk7ptA/vE8V8XajBM1x5o+aLzeBu7V89mkoyqQjfbX7z2stjKNObtvp9xSuBuc1m3n3cepwK05JY95DHH1qG2jS+1a0i/hD7m/CvLp9j0JtNaEmogtdi3T/AJY24i/4E/H8qrS/ZrPS7/yJVurpZgQdvyx9uPWnXpbyLu6biSR3lI9vurWbo9s15b39sm3/AFQbJ6DB710pWOYNK3SyXLMWY+Sc1u24DWVsf9isrTDBBLLGG3kwtl/8K0tMO6wt/biqBOx6D8Hodnim71RkZxpWl3FxgcncV2qPrXjOpi4sL65ttctpLK/V908Un3gW55/A17d8EdRltPHa2MS74dRgZJfbbyD/AErlPiXaQXvxB8Rm12vGLnBbryAAa58x5I4OE2+r/r8Dpy5Tni5Qj2T/AK+884EqScqVam7g0iLu9avT6ZCDjYv8qjk0yBIs7dxr53ngfQOlWXTYhI2oxrFvOuO5rUmsCzI/zbR90bqp6hD/AKfAv0/WuzD8qlucOKUpQ22H6xEFjtpP9nBra0LQr2a0Ehi8qFuVY9SPpWfqMYa0R2XcI3GRXTjX21uD7HpUbI/lDzZH42DpgV6Scvsnl2Sepe0uwt0nV0kWZgPy+lF2BeX+35v3adqpWUD6VPbb125baR7VoT/JqqbekoIP4URVqiuXvGxmx6dOkh3r/wACq0ibNuxulaUkfNZU9yi5K8elbTHBWLmtzmXw1qES9Bh65bVHD3NkzdHgX861Jrwy6ZfD737sg1kSRyXunaWYgzP5W38qzXusynLmNvTryNdPliZl8xcts9RUTalca1qSQxW/2jDKYjH/AAfj6VLonhmSOVbvV5GyFwsCe/8AeNdVbx29hAfsyRW0C9T90D6muOVKCqc/U71UqSp8j0Rkp4OLSzf2peSfYZJfM+yRtwW9T2rYKQWdtsgEdtbR9T0rN1PxlbwqsWmwtfzN0b+H/E1yc+otqEc8msTNIYsFIYvu8noa2hCU1qYzqwg7RLms6tbXF3G9h84iwGk7HntXRtAl5ARKuUkrgYp2vPOj2rFGsJKIO2K9F8OSfbNJhfuUFXP3UZ0m5ysczJbrYXDp27GrukhZb+PvjJrV1LRTczpIq/71WLPT1sv+unT6VLqx5TZUpKQEVFVg1C4rO5Tg0Mk/1bVzWv8Ayx5rpZf9WawNdXdbsfSqTsZlm6dWtLaT1gArFcb5M7av2P720ti3zGNMGqU2s2UEjAyKfUJzXnU4OCaWp6tatGdpMkt/vCq3iGPbaQ7uu6r9je2V2v8Aosu6QdQeGH4d6h8R/vbNH9GFaxb9psYTSlSbTON2fNTjUneozXcnc8shNMIp5ocUySB+tNp70ytTnJ4e9eleHAP7Bj215ra/fr0vw7/yAIvqa8jM/wCEvVH0eR/7w35FyOPkf41dTpP/ALh/lVZPv/8AAqssdsU/+4a+cqtyVj7KjZSPPdG/4+pv96t6CUXUjFf9XHx+NcpC7RSz7f4uP1rrLSLyLWJO+MmvsLH59FqTa9fzZeB4pm80lKKlKx0DhU9Q/wAVTUmBPG/yfNWdqVvFfr5Vwm6P1qzv28VXky/0rOELO5UmpKzKFrpVjYcxxeZJ/ek5NTyTSy8dBU/ligR1t6nNaysiAR1lXEBilPp1Fb/liqV/F+63f3apMzlBtDBEvlqaqyptFWLSVfszb2x5fU1k3l6ZwRB8sfdq0huY1NiOW4CnC8nvRVbgUVvc5bmLSrSUqVyrc7pfCyWm/Z98nzHrTgadGf3orQ5y3FaTWb/uJ9orQW9eH5bxPl/56J0qK5YKV/3arpchfp6VlGpK50umuhvxncN0R3rUyTA/erBikAbMDeW9THU3hP8Ap0WY/wDnrH/UV1RrRkZSpyija4qePNZ0Uqyput3WWP2qzHOKuZKdzQS52/eqwnlycq201l7w1PB/u1FzaxsJLJF9/wCdPWrSbJeUauGufE93BcGO38sKpx865JxXQ6Ve/wBpWiTuFhl3EHHQ47007kppuyNh4/71QFD/AA1KLgpxLz70/wCV+YmoauUQxyMhyPlYV2Gg+PL3TdsVw32m39D1rkSn96odjL/tCuOvhqWIjyzVzsw+Iq4aXNTdj18T6X4gj83TJPs8/dff6Vm3fnWvy3sW+PtIOa83j1aKzYM0+xx6da67RfGJuB5clvI0B6tJwPyr5fE5VOkr0nddup9VhM3hVfLV0ZrhElGYjkVJbM9lL5kXA7jtVae3jx9o00+UepjPSiC+3HZL8j+hrxnFo99NPc7TT9UEnK8MK37PUWjP7iXyZfQ/cf61wVp/rAU+XNb6E9d1cE4q90NpWszvbPXImYQ6gv2SY9N33T9DW+gmWzf7HtlfGYxuwCe3NeeW2oxPH9n1FN0f970rb0yS70hRJp7/AG2y7p1x/UVdOrGL1POq4Ry1gclrFv4p1jVI5/GWnTW1nExEa7cx5+v9aw/FOmahYWRuNAf/AFfzPB1yO+K+iNE1mw1a3aH7ruuGgl/zyK8e+IkFz4IuLmMwtLYzAtZS+mf+WZPqK9qKlUUZ09V26HnUqip3pVPdPm8HWfEOqSzWqPNPHg8cbAOlew+GfHg2JaeJ7eTT7teDI4+R/fPaq/hA6TpmmtPdzRRTyn97v657V0LT6LrMiQu8c5k4RT0f6Gt8RWjUlyOGi6mmGw8oLnU/eZ2Nvbw3kW+NlkjPQjmsc+CE1HWIFs9sLyS/O3bb3zWZbeG5vDztP4cuZIVP3reT5oz/AIV6H8OZNS1m+uJZ9O8mNUwkv8LnPODXDGDTvB6GlSbhH3kXvFHwshh0+S50PdI8UW4xt1OB2/wrrPC+f+Eds5pU2H7MCR9FrprwskEhi++F4rGsS7WtzERwkJI/EGnJe6ecqjlufC/w+cT/ABqvmX+KWX+teyfEqPdqem/7Mg/lXifww+b4zSj1nlH8695+JMX+k2cnpKufxrPHu2Lgv7p6mXq+Gl/iZyDx/wDFQOP+mQ/nVSWLmP8A67VsxRCTxKobp9nH86uaxYIiRmNFX98T+lYKorpHW43R853ib9ZvZP8Apqanggnn/wBQjP6ms6SUtd3T+sjfzrqNDz/Zuf7zmvp6knFXPmKS5nYhsNNuoJNzeWqnqN1O/tJVllinG3a2Ca1xXLXybrgr6uWf/dFZUpOcjequRXM7xXf/ANt67HDF/wAedqg2iux0zSZRp1ssacFc/jXEw27yySTFf3k7Z/DtXsUHkxafaLE6/wCpGRu74rTG1PZxjGJy4Sm6k5Tkch4iRLWwSH1bmkdEt7NcDdPIP3Y9B603xNG+oXkNrB83c1uaRoHlIjuu9u2ax5406S5jrUZVKrUfI4C6spLZPMuF+Z6ggiON7dTXa+If9IuPs3lcx/7PJasC806exIS6TYX5FddKrzxVzz61DklocTertumpE+7Uupx7bltvSoo4v9pq9aLujxmtSKhKMc1JVCJLZ9r19WeBdY+2fBi081o91u5iQlvSTgY/GvlOLrX0Dofg6LTfhX4e1iRZP7QvLwyzYY48l+FGOmRjOa1pp+812M57x9UdPJcOceX8rHgZ9apTtqEEjfuo5v8AcqOK2hfZIksmU5A3ZqRtbiguVLLIw7snOK4nKytHU9SOrfO7FuK7v0i+exc/L2YfrWIqXeozb1hWGNeGy1a48UWUZ53cf7Ncw/iR47i5NrDtEhyM/wANYJSs/dsb1ZRTSc7kd5FLZ3sx3KW/gJ7VsWevXCxPf38UMOn2gzO+7mTHZfrVHR9NvvFGoeTapIx6yynog96wfEmppqFzb6BZSo1hYOTKY/8AlrIOpJ74rSFJz1kjGddUm4xb1KPifWTrJu9dv+Pl/wBHh6Kg/hUD0FedeWzDfL99vmJrtdciN9LZaevSWTLD2FY2q2yfb/LiTaN+0D2Fd8ZWPInDUpXcXkaFs+mfxrL2BhXQ67H5WlonfcM1z/Y/7tXF3RFTR2Pur4fv/wAUJ4Xj27dtgldWK5TwT8nhLw3Gw2kabCcfUV1C19PhF+5R4GKdqrRJRRRXUc42nU2nVsZhTadTqOblC1xu2nbaKXFVuPlFpmKdilqSkrCYpadto20DG0/FJT8UEsZRTqKBpWI6dS4oxQMfTqTFSYrEBuKWinbam4DajqakxVxkBXxS1PijFVzANApKVOooxUbDEptS7KDmmpWHZvYr4p9SkU1ulVzEkLdKZU5HFQgFjhepqoyA8i+Oeq+RplrYK3Mn71x+i/rXztLGdn0r1L41axHfeMLiOCdZ44ysSbP9kYx+deevHxXwuNrOeIlJ+n3H2eCpqNCMf6uclqacAetTeGrT/iYvIy/dWlu8SXUar8yrlj/StXw5FtSaXH+sbA+lbQlpY5qkbybMGVImldLj/VMWV/oOazrS7Wea7gs4lt7VrdiqdzjuTW7rcWzUnTp++U/gwxWbYWkOiah+/mWW6IYIg6DjvXUnc5mrMx7C3kVvMZdoMTYz9K2tMP8AoSelZ1s9xeSy3UyMYyjDd26dBWx4XtDqM+jWSrvNzeRxbfXLVPVAjv8A4c6lD4WsvEPiSdN8sFulvaR93dz1Gew71w0EUslxLeyy75JmLP8AUnmu3+MviZ5fFWpeHNLtYIdN0yZVPlrjc4Xn6YrzL+0poZPLMEm3rlGFeDm85Vaiowekfze59PlEIUIOrUXxfkti/d2mwtIv3SayLn5gsa+tWJdWLcT+ZEP92q8csck5kibfGB29a8enCcdz2K06c3yw6jPL3uqr0HFYl1+91w+i/wBK6e3fbk456ZrnViP9o3Dt/nNeng3eo/I8jHK1JebLU8ZfS7vav3AG/Wrvg+PbcS+8f9aLGPz7fUY+5tmP5VZ8PBbeG1uWb5ZIsHHrXrU92eHNbGprA/dK/dGzVaa9P2uJ5flI5FR6pqhuN9tBFjP8T1Ne6lazWsKNCs93HjAH3c+5rectVYhWtdlqaSa9H7hWjhXlpPX2GKxUiNw+9+F/h9a6GxvZb63eO4hWGRPTow+lYnEUzj0JpKTk3celtB7QKtnOqrwYjTPC9xFFpkTzuqIu4ZPtUyybovm/zmsLTbBbrT7je/8AqnIAP3R7027kSlZm1qfjJEGNNi39jI/TPsO9ZeqLesQ2uXLBSN0cXcj/AHO1UINOSczGzfzPL4Eh7t7CrkKaV5Oqza1czJc+Wn2KGNdzSOe5Y9FFZOUYpta2/UVpT0kPTVnstPt200LbGOVgX25ZsjuazLQ7o7oesX9as2enz3FgfPH2aHzQ3nScDp0A6mt7SvDssozZQ+TH3urhfmP+6n+NW5RjqyYwlUfLHU5y3instk7xtiVSqjuc+g616b4VtHtdItVkRkPl8g9al0vw/b2DeaFaa5P3p5eW/wDrVqfd+7+dcFSupq0T1qOFdJ3kxZGCCssvWg8R8slqyz8tZwdjomhV+9UZqYDioSK6Ecs9SOf5kxXN+I9Qs7WIxSPunPVB2+tdDOSkTuvUA4ryPULhri4aRu7V0QjfU4qknHRFi51WWeNIUfZEP4R/Wug0fw5brEsl+POlPIj7J9feuOyevpXpWnzrdWEMydJBms8TN04Wj1NcHBVanvdCA6Bab2kt08qUdCOMVDdpO+hzfav9ah5P0NbyVBq6Z0i9/wByvJhVk5JNnuVKEIQk12PPD9+ojUj/AOsoNeunY8FKxA9Iae1MNWYsjkHFRVYk+5VfG2tDCSLFv96vTtBH/FPW3+81eXw/er1Pw/8A8gCH2Z68nM/4S9T38lV68vQtx/e/4FTpDtgnP+waan36hnlLRzZ+7sNeC4uR9jSdpHB2cXm3jj/aJrrR90Vy2nH/AImH1Y11YG5Vr6vdHwSSUnbuGKlAp22pKi5uR0hP92kf7y0uKoBKNtPxTsUm7DI8U+iihq4WCqupXcNrC3n9W+6vc0uoXDWdq8qLubtXOfM7+bO3mSnvTiubUwqVEtBnzyP+9+UdlqByKsyGqEj9664nmscetFM8yimZmRSp0pKFaueO52z+FklEHzTioyadZ/8AHylaS2MErM1dR+UD/drJ3nNbeqj5UrCX71cdPY9Ke5Zicqa1InEo9vSserdtIUeiWpUHYsajbJp1vHd2paGUtjjofwp1traSqqT/ACy+vY1a14f8SS23D/lrXP7F3fLWlOblDU56qUKjSOi+1n+FqVNQOf7tZcc/lfurxWLfwsOtWZbWVhlD5o9O9U5XCKb2K968L6jCX27T9/DV09jex+Qv2Xb5I446cVyEoj+7LH0q1a3P2cqbf7g6oapy7BTXLJtncxXiuMVMMrzE232rDDK9sl3ag/Zzww7xt6Gpor00o1EzaUOU2TeSL8nl8+p6UG3knH7+fcP7icCqSXiOuJKdvZObZ/8AgNa8xk1YtR2ltE/yxbW9TV6Kdk+98wrHTUVY7J12GrH2kL/FxUNcprB3Z1mnavJAMJ88XpXSWyWWqK3lHZL/AHe9ecRT/wAaGtK01D5h82x/WvNxODp4hdmexhMdVwz11idzHbXunSfL86ejVuWWoh+P9W/o1c9pnjSaBRFqUC31t+Tj6Gu106z0DXrB7i2vtoX7wdfmT6ivkcZga9D4o3PrsPmGFxGl7MhDhqt2M9xBcJ9jlZJC2Bj3qNNOWBj5NzHcxfwsjU8CS2mSRfldWyp9xXjHY1bY7j7W9nKI9Wt9jf8APZOBmujW8i1Wye01BI9Us5FwYpeWx7HvXMWfi21vx5esxrFI38X8B/wqvPBLZS+bpZ8+0P8Ayz3fMPpUU6tSk7x0MqtGnXjaauX9I+BPge/vTcqk93h9wtJJiAg9NvU16q/gHRLyzS1k02DyIhiNQoGz/dx0rzXTdcinKfaWZJE+7IPldPxru9L8W3VlgXq/bIe00f3/AMR0Ne9QzKFT3a2jPm8Vl1eHvUnzL8Rml/CPSrK8edZbm5h7W08mUB9fWuun09LCzjW3RYkXgIi4GKntdct9SCzWUyuB1UcH8RV90F+Ywvbl/pXs8sHD3Twp1arl77ORllk+YevWoLbKyXXp5J/lWpqlv5CqcbTLkj6VjO5SV9vdCP0rgqxSOuk7u58I/CGPf8dUH/Te5P5Bq+g/idEBCG7i4jFeE/BuPb8dn3fwyXX9R/WvoH4kx+bZP6i5WvPzLXGQ9Ee/lemGl6s5G0T/AIqXP/Tt/WtjWbb/AEYbu2T+lZumDfru9fm/0fH61varzbsPSIn9K89v34+h6svhPj/I+0XHP8bfzrYtNbktbRIIIlbH8TVStERr5g3zAyN/OujSBF+6Fr7OpKOzR8ZTUnfUyH1y8c/LLj6Vo2kW3SrvUbg/60iCLPf1rKksHvNQNtA2wvyT6Dua7KTRhrltp+n2e1be1XIB6yN6mlJ06aTF79Rtdjt/hn4Y0jxVoF9Z3ixi8LjY4+8gA4NY+oeE38I6o8etIzxBf3UqLkEV3/wn8EPoif2lebkuZU2CI/wDPX8a9O1q006SzEWqossT/Kpf1r5ivjnSryinzJnq0aPup9j5Z07/AEzWpfKi+U8k+grt4oQn4Vn+JfBl34e1J9V8OlprYdY+vH9aqaJ4ni1ESrfPHDOvPoMV21f30VOGqOjDyjCXLU0Zr3aW6R+bOF+Xnca851i+bXLnbANttF0b1rqbuKbxRu8gtHpSfel/57Edl9ves6/sltUiSGPZEOgrfDpUnrv+RniIyrJyXw/meVa0my6dPSqv7zZ8ic+9aXiFNuquP9qquK+mpv3UfJVYL2kvUyk6+9SUs4Kztto3mui5yixjnHrX1DBrtre/BTQV83ZdJst0T/bjPzfpXy+n8NfSfw21228SfDLU/C89tvvtLtmuIZNvQA5BB9a6qD1lHumY1dUpW2ZhDUHaNg3Xswo8yaKLPlfIKpRS7PvdD1NSfb2jkUpLvCc7T0rkkrLQ7Iuz1JVW71L/AFFuze/QfnT7fw/d3eqQadbxtLcT/c/u47sT6DvWkNfFxsitYW81uAp6ZrL8QeM7/RriO18N3K/boXxdXKLlRn/lmvr71yxnKclFrQ6ZQhTg5pnS+NfElv4A0FvDvhp/N1OdP9Mux1RT1PsT2rxzTwYLuOZf9Vu2t+NdPpV01xq8hvG857tTvZ+csOa0NV0iD7FfSqMTMoOe3HTFd85rZI8tQle7MzTbR7jV7i52bxbptXHrWJHCbzWZS3SEc/U16F4as2sNDe4uPklkQuxP0rktKtttnJO337hy/wCHask7tm9rnO+J/wDj1j/36wI13/IvzE8AV0ficf6PH/vVlaZGPtttu6eYufzrphsclRXmz7j0S3+y6J4fh/ii0yFG+u2tys6H939hi/u2kX8qv19DgXfDRPDxv+8SJKKr1InQV3WOSxJTqjqSgGrDqdTVp4oTsIcBUm0U0U+ncBMUbKWnUXAZio8VLUdaxAdRRTashK4U/FLTttZSkWNqOpttLimnYBAKNtSUmKzuAlR0uKdigYtMxTsUYoAZSYp9FAxAKdio2lCMqYZ5D0UelTxShyw+66/eU0N2NzA8XaxN4fs7SaBtplkKn5c9s1D4T1z+2EnWebfc7sqD6e1T/ESDzfCzFUyYrhGz6ds15dpd/Lp15HLE+xlOQa5udpmygpI9oCGXftO3a2MbfT1pIH+0RvtXa0bbXFN07UU1KyS6j4zww/ums/S77z9Z1W3i+ZIoULf726tXJrdmLinuacnpWD4s11PDHhm/1POJgmy3/wCuh4H5da6F4N7dK8e+OV423TLRP+PaJi5/2m/+tXFjcSqFBtPV6HRg8Mq1ZRZ4TqaLdS+ZOhZ+ufc8msm4EjukSSsqFefpW1edTUJtgvz9T0Jr4yM21dn2PIlscrqGn/ZoZZUk524rrdHs/wDR4YwOgyaxL6Brq9srNP8AlpJuf/dH/wBeu/s7RbeNVSu+FS1O7OKVNSqNHnPjeHyLrdt6w5/74asW00Vn1V7u6P7vfvjH9/I712vxIsPLFpL/AM9BIh/75rkf7ci/0aOAM7bVXJ4xx+tddN+4mcNaKjNok1CdEj8n5ULZwn4V0fwLsBqPj/wxG/8Aq4JZLl/oi5rzsb3ut8rb33HJr0H4Q3Uul3mpapbjMtjplwV9sjbXRBqElJ9DnknJWRnahe/23r2u37Nu+0ajOc/8D4qlLp6ysCvGODVmyjQWq7Oh+b8TzS3MqwpvIzmvzmpWc6ra6s/U6NCFOglLZIyLy2WJlC91qhPAoT7v8Par91cedIX/AEqFkyldMHJLU5akIy1RiXDvZlP3jdOn41DECrOWbLE5Jq/qFuZQsjNhY+aoRfcU+te3hmpRbPnMZFxnZmzog3Xcy/3oHH6VY0CQWfh5WnZSpY4X0z2qHQh/pyj1Qj8xVC2+W2gPaOc5Fd1P3m0efV91RZfuLRrhzLLJsX+72q1YWS71SJcjua15dOF6M7sZq1bWiWse2P8AE16EYqJxWKceILqVexXisSYb72b031s6l8rqfVa5oz+RdSlm745rKPx3G3okWn+bcP0rO0v5LDVQ/RTUgvNzuVPXv61k752nmt4UZxKwJApyRnzFnQ7TUQHe2ZYbc/flk+7+Fa9laW0tzElgi3U5+UTyr8v/AAFe9IlnPdIBqL/ux9yCPhRW/wCFdOVfEVn5fQZY+3FYTfKnJGtOHPJI19P8M4mWS5Vry6HQv2/3V6CtxoFt9/n/AOsHRa3JZY7OM7Qu49v8a5+5lLu57nvXiyqNvU+ljSjSVkEkgaL5flx2pIgMb6rF+MVPaP1X9acXqZ2HygslZ0ic1prm5Jjtl3nv7fjWXLNBHcNF9qgdh1xMD+vSu6EJdThqVI33Ifu0hG6riQPcJvtozKg6lOf5VFczJYITftHagdTK2P8A69atS7E80e5j6xJ9n0+8futux/pXkcn3VrqvFXidNSf7Lp7f6KDmRzwZT2/4CK5NjjpXXBNI8qrJSkNrovCuqeVI1vK37puV9jXOGpLeRomV17UpwVSLiyaVR0pqSPWISaLxd+n3KeqGuQ0/xXEIxHcbkk/2q249XhmR0jm35XgCvHeGqQlc+iWLpVINJ7nATyMkq7al38fNUFznf+NP/gr17Hz3M09CR6jNN8w9KCeKku6Yp+7UL9amJ4qF+tWjOQ6I/MK9W0D5dAh/GvKI/vrXrWlJs8ORfQ15OZv91FeZ7+SL99J+QsMwd+OlNk+ZJv8AcNV94QYUdakjfdFL/uGvLcUtT6WEndJnEacf+JnF9TXaQfdFcbpKbtTU+hNdjD1FfRS2Pi6XxN+ZYpcUtSCPjNYt2OlK5FilapClMxQncdrEVOp+KAKpu4DKKc1DVLdhkMsaPGwlGU71yxx85X/V7vlHtW3rF8IbfykP72Xj8K5uecL8q100kzhrSTdhJZKoSPTn3NQkRaulKxwt3IeaKuCAUUxGPSCkpB0rljudk9gNT2g3XMY96iNW9Kj3X8C+9VLRMxWskjW1UfcrAI5rqtUti7oK5yWPynYelcNKSserVTTEiWtCBN8qD1YCqEdamlruvbYf9NB/OrmzOG5seO7b7JY2S+rCsCxtRs+0T9BXY/FbCppo/wBo1xN/cv8AZQqfKvSowr5qMWVi0lXkyD7cGuWkwGP8NWknlbnzI0rDFWOdnzCupxsccZt7m2dk6YuHRz/e71CdIuMb7f8AeJ7Vkc1veHDN9sXZIyRg/MKiV0jog+Z2ZZ0J5Le5msrvdHFcRkHf6jkGhJ/fpXoOoyp4lS3sJ7aP7UF/dzovPsK4KTSJ4JJI3RgY2wayhNNu50VaTiklqOjudwqvca0LS42LuOOtBjki+8PxrO1LbuhbbuOcY9a6Y7nHVm+U6NLxLqMN68im+a46dKztP3+VmdcHso9KuY3UnoaQjzK5PBrHlPiX5fetqC/V0z96uckRJeJV59ahVLiyO+3fcnpUlqTgd3bX23v+Fbmn6m0MwltJfKl9PX2PrXnVnrCt8kv7p/0roLa8Dd/xo3Vpao6IzTd07M6+a/m+1Ld2UjW1wOq/w16x4R1I+IdMRr7yoJy20BmGHx/KvDYr3jDHIq1FcFH32z4NeTjMtp4uFoOzR6mHzGpQfvq6PfL7SJ7X78bbTVezu7i1f9x0/udq4jwv8T9S0XEF0Ptln/FDJz/3yeor1vQp9E8Vx/afD1wqXG357WT7w/xr4zE4LEYP+IrrufSUMVSxHwMzZNUXP+lW2R6jhhWvpmqMq/8AEsuFuU7wScN+FR3dg8T+XOnkyeh6GsWfSir5g/dP/cP9DXntRaszsTsd7Yaukkqtblra6Xs3B/Ouw0vxa8LiO94P98f1FeMwarNERHfrvx0J+8Pxro7LVf3f3vtMP90/eFb0MRWw7916djmxGGo4le+te/U9ZuLtr/8Ae+Z5oP3SPSsm5HBPsf5VzNjfPGGksJmkT+KM9RWmutR3VrdSZXzIo2JHfp6V7dPFQxKutGfPVcJPDPV3R8afBuXd8dZXb+KS5H619I+JtPGp296HZlEcuQfcCvlnwDeHQvjPBI3SS+df++84r6/mXz9LvJGXbuctj8K5c4vHEQl/dR6OUWdCS82eLaXrn2LU0MnyrIvlOfT0rsLtzPbzlv8AniayNK0FL3QZ/NG1p5jlu+M8VQ0ZLhJNVieaR4YInVVPrXK4xm210PW1tqfNjyeVdzbTtZZW/nVv7fdN/wAtmqheoYL+8Ddpm/nVS4vDGmI+tfcumpHwkqnIrnXeG1aSS7uW53fuVb9Wrpi8ljGbtPuQkEn0+lZPhizkt9Lt/NXaX+YD681seMXGleGLaHpLdy5P0rzarU6qgup6FNcmHc32uexeAfiXb3hhsPE37mT/AJZXHQH616B43i8zS0dfnXeDkdMGvknw5rkE9u8WtruhjwFlH3hmvUbLx9rHh/SUjdf7a0HPy3CctGv91hXj4zKZKfNR+43wuOjZOR01rdtbcD54T1WuJ8c+Aba9P9paHw55ki6B/wDA112m65o3iDadLu1jlP8Ayxfr+FQ6nK1g/wA8TGP+IjkflXDSnVw9TTQ9irTo4mF0cdo/i2BYk07V0+zbPlVtuAPqKk1u2WWJtm1h95WHcVzmu+Rqc8jRp5P9ysS31fUtDLQy/vbV/wCFun/AT2r240VN80dH2PO+sukuSese5zPipNuoZ9cVnHH96tDxPcQ3kqSwHOeo9KzBb7x97ivoKaagj5mq06srFV23SNTJR92rP2Y+Y2zpt61Fcx7QNxroTscsotbgiV7r+z68a+J762l/5etKlUD6DJrw2A8ivpH9nZLW9tdXtVmWDVfvDK8vBtwQD9etb0ny1Isxn/DkcscLGoyuW6A09NGOC7fKRWveaU8F5cWcqqZYHKH8PSrl9p8Xh21iu/Eb/wCkyJ/oemhvnc9pH/ugVx1ZtaLc76dJPV7HNTSf8I3Z/apdrarcAraQ/wBxe8jf0Fc5baHd3SZ05fNKEyymTjLemfWrV7FJdXvmzlpJZOT9a63wTP58d7ayhSto4CDb6jJ5rRJwVzmk1M4XLw7ZFRkubd8tGeCK7CW7S/s4Rb/P9rYL9PWtfVNBt9c/6ZXY4SQfyNYemaZcaJrEUeoxbYwpEbdsnvVtqQtjW8Vy/ZfDl0kX3pQIE/E4rmrvyrC3SN2VfLUD9K1PGMiyx20Pm4EZ84lOvHT9a5GfblnlXzHPd+TTpq0Qm7MxNeuEuQoi3YU/e7fhWVBvyNnUVoagkqn9/wB+lVrXHnR+9dS0icErykfc8L+b9hm/v2MB/wDHRV6sbw/566PpMd781xHZIHJ69OP0rbr6LBu2HieNjP48h1FFIK6jkFp4oFSCquO4q0gpKUVQrWJ1qSq606lYVicUtIKWkIKbTqKpANop1FFwHU6kFLUgLio8VJtFOxVFJEez2p20U+pNtJuwyLFR4q1im4o5i4sq4pxSrGKdijmLuV9opuz2qyRUGKa1I5Sjv8i9fzeI7hAsb+hHVfarFnZvb/flacgbVJX+H39atY4xjj0rPvdKFwM2dzLZzdsMSn4iocjRGje2/wBo065hZNwkhYYK+1eBvEen+zXp9zb7I/s2pXd7Z3bDjM37qb/db+hrJtPDli/htL1l3SZ80enXbj6VxS1OmKurmDpOoa2sD6foe5/OxvAXp75/hr0rwroUeg2DQsfPvpz5tzJ6t/dHsK5e0T+y1Z7D/R5H+/jvVo+KNat33xXK/TyxWHNbc6HTvsd6lvuI+X61ka98PPD/AIhkR9YguZPKbcm2THNYcXxB1tT87W7D3iFTJ8QdXlPS3/74rnqOnVVpq5cFUpu8XYhj+Dvg1JFeWxnmjDcoW+9/WsDW/gLoN9PPLpOq3enK4/dwywiRUPb5hyRXRf8ACY6r/wA9EX/tmKguvG2sJG22WHp/zyFYuhhrW5TZVsQnrI8O8S/Cq58AalZy399BqIvoS0bxqV2bW2lcGmpEufu9K9h+KEqaho/hCeYRmeSweR/94v2rzi0smuJGGcDua8fFTjCpyroezhISlT5n1OE+I9p52n6e23/l5x+amvI4bLcbOTeqKOCx9Qa97+I9sq6Ikjf8srqM/rivC7yFYp40/wCebnj/AIFXTh3eBw42KjVK0pDXHlW6bI9/4k+9dz8EtWfTPF8On/ZftY1iQ6ey903H72D1HrXMRWBWfzHRnmJ3JCO3u1d98D7GPSfFGo+JtUb/AEHwvYXGoTuehmI2oo98mvQpfEjzpfCcv8SJ9N074h6zp3hi3+z2FpN9n4b5d68MV9ia52WWZj8/zj13Vkpdy3d7NfTt+9uJGmf6scn+ddNbWEc0CyPu57V8RjJx9o52tc/Q8DTnKkqd72MnB9P0pGJX+Hj1rUubRkX5F+Uc1VrljNSV0dc6cqbszntRvJGjnDQ4jVtu/dmqsX+qj/3a1LuPdp9x/wBNeapQIUgQN/dr38M1yaI+Zxak5K7NTRjt1CH61UCP5N/Gi58qcsv51Lp77LmI+jCrdpAJda1O2bjcz7fr1rqpSUZyOKtBypR9WdLp8nm2cLf3kB/SrWOazNEliXTIfnVRGMNntintqsE0vkWv73+83avW5kkctxlwDPJF5S78Hn6Vn6loct1LcynaiEfL+A71fvNXttNIjZ/MnboB2+tUrh5L1Sk0n+s49q5k5SldaA0mjn7W0PneUwwo5Pr+dalvbx24xEmPWpm06S3dpRumLL82Pb0qrLPcxH97aMg9etaswirFtCqctXReEHFvPNdeVlnXbGf51naDpb3F2n9oRq27/Vxn1PrXpMGjRJbeXtVJOxHQVw4qajHlPVwlKU5c/YyridnPz9TVIncxqxdoYpWjfqKq146PUbuR1IT5UeO7UxRvcCpdm411Uoq92c1S9rIryWq3Vp9muF3xF95Xpz+HWmy6ZayWzWzQQeSf4BGAK0gm2o3St/aSZyunFHG658PdUs9NbV/CNxPeWkP/AB828THzrf3wPvL715hcXMly++eV5mP8TsSf1r6AtdTutJuhc2E7QXC9CO/sR3Fc98VtN8Na1YQa5oNm2la+/wDyEbWP/j3kx1kX0Y9a74T51qeZVpcj0PGCTmlpMUw/LWhyikjFODhB61FUdAjb0/RGv7V7ppo0jWQJs/iOe+PSuhsfDkNm3mq8jtt+grj7LUJ7CXzLY/VTyD9RXbaPr1lqm2B3XT7k8KsjfunPs38P41jVco6o6qHI3Z79DkrhRz/vGo8jZV/V9MutNneO9j8rL5G70P8AMVQjHNXzJq6M3BrRiUU90KfSmFdrVZmMIxTS2405vuimUCY+L/WJ/vV6/ZjHh6D/AHDXkEX30+tez2cf/Eks1XvDn868TNZKMYep9RkKbnU9DHX5itWtOHzMPY0+MbYPm+8GqayT96fof5V5dSd4tWPoIRfMmcDpvy3/AP21NdjEnNcZY/8AISP++f5129unFfTSdonxVNe8yVBuNTYpsQ3GrWyuZs7CCmhKs4qGRwv19KSdwIttM9qlPT5vlrMudQii4X539BVpXE3YuyOErOu7xYVZ5TgVQnu7u4+4VgHr1NUTaQ78z+bct7jitoqNzlk5NaFQ3ZluzMy+af4RQ8c05zLtT2rQ27R+7RYhUTj2rdSuckqUu5UFui/7VS7akoqm7kENFP2miq5guctSDpS0/wDwrCO5vPYaa19Bj8zV7Qf9NKya6HwtHv1y0/3qiq7QYUVeokdJeQ/v8e9crqMG2Q/LXd31uWZz7muU1GL/AEpq8ejI+hrwS2MIxOgzWjpHzX9r/wBdR/OmSJS6J8uqQ/74/nXW3dM4VG0kdL8UX33emw+gLmuAvJ9yLGv413nxKP8AxNrI9vs/9a87l/1xrTBr9zEwxzvXkA+UU4Zf73Sm7N33qsJHXU2ciVixZxjz03Vv6Y/lXu3HDDmsSyT/AEhK2rb91ced/wA81rOWqOimrM9w8IaH5vhq51jS9pv7dDnPOz6fhXKeSiI/8RZssT1JNdZ8ILyWWPUovuQzWeSK5K9vYLMTSysojUmvEqOTke1FJR5incaNDOM7KwdS8GXUzxyWNvJKo64Wln8ZytN/xL4Vx2Mn+FdV4N8d682poJrn91ld0fljGCa64Sq0VzM5nGliHyJHn72U9mWjuI2R/daa6FYkb1r7L1D4b6R45sPs17brY38sW6C4iX5X9Poa+cfGPw8u/Dri2lb95GWDL0II/nXRSxMai10M54d03ZO5wPas2XUvIl8v5q1ri3ktfllVlPoetYdxYvO+YuveuuNupyVpSt7pd+WcZ2/jT4p7my5ibfH/AHaZaI1udr8j0qc4X7vSobszWK5kbGna7FOcM2yT+6a3Uuww964OW3SX/Zf1FJHrcumuI7j97H60ylPkd2ej/aWx6irVpq91YSpNayMjryGRsMK5Sw1qG8Rdku7271qpKH6NWUtVZo6INLWJ7p4S+OZdUtPF0P2+D/nsq/vB9R/FXr1mmleJrH7Z4fuY7q3P/PPqPqO1fF5P975fetXRfEupeHbwXej3stpOP442+9/vDofxr57F5PSre9SfK/wPaw+ZTp+7UV0fVF/okiD513r61hGzkt33wFv61m+CPjnZ608Vh40SGwun4S9j4ic/7Q/hJ9eleh6jpMc6+ZZzJk8go2VP5V8pXoVsJLlqI9+lVp143gzF03UirfOfm7sOD+VatzFFqcbed828Y3Jwf0rDjj3yfvV/eDjIrRtHkXPltyDjBrka5XzImXMtNzwH4j/Ce90zUU13QpftEcTh37SJg5yfXHrX0N4avH1zwdZ3kuBLdW2ZAGz82D/OoL6ONh/pCZB4YfWvNdC8Zx/Dy7u/DWqI50+WctZXA6Rq3ZvpXbKtVxtNLeUfyJoQp0m5R0vudj4Th83SZTt2iKbA/DrWdZ6YobVnH/LZ3B/Kus8MWYg0yWMdHlZvY571iaX81vdnv9rauZytOTR38qcEj4+8RlbbXdQibqJDWdomm/2xrMMTDMQPmSD/AGBX0x8R/hT4ek8OrrRZoruZxhPViegPWuK0LwdBpFswtN2Zm3SO/wB5gOi/SvuFjoRp36nw6wFSpW8iTR9NbU9Rht0X5TyfZRXN/FC9EmvQ26rvjtovmX617J4J0UWVpfX8nphT9K8P1L7L4r8Vvbrutbm4uRbxSj5lk52/MO1ceCmqmJcv5UdOPThQ9n1bQkfhdr3Q7N9JdWupd08kBb59nReKseG9dvfC2m3NzcBgjTiBY36HH3uK1PEPhqbRNcublJtkVniG3ljbBQKMbq6PWV0zxBo+j2WuSCw1xbdblZwv7p2bpvHbIr1HWTWp5kcO079jFn8MWniu3OoeDT9k1JfmlsN2A/uh/pVHTfiDqunu1hr4kcxfKfN/1kZ9/WrktlqHhnTnmni+zS3dyqRuG4IXnKketX5p9N8aaY//AAkyrb3sLiGHUUXD7uwYfxCsZwhV0mrm8J1KT5oMqyhL0faInVw3IYVjzx7laGdeO2elZV1b6t4JvPLuQstu/wB115jlHqPety1vrfVrfdF86/xRnqDXJOjKhrujshWjX02Z59rdgbWT056VXiO6Na2/EqKzuEeRwv8Af6j2rnopNkXrivZoycoI8SqlGoy28pSLC1BLbluXrQtx+6H8LnrT5YkWJi+5sc8VrexPKpbmbbxDf92vbfgRIbXxlaHs8MqH6Ff/AK1eKx3KeZ8kLfWvcfgLpdz4j8d6XaWcv2MJ+/nmOOI1+8AO+elXGdpJmTguVnY+MfE2j+GfEl5JZQtqWvcPskX9zakrwx/vHuBXn2kQ3XiO/v8AUNRma5liXzZpH6kmqPjWXb4z8RKty11jUp1Ep5yA+B+Q4ruvA2lbfhvqOp5xJfX4gT/cWtKtoqUl1MqSdSUYy6HLpYbRc3rDiAbs1lW9vNblLqzkaG6HzH+6+ezCu+1DTGg8Lp5v+svL7bj/AGVrnp7bj5elclObZ2Omja0i8XUQjp+7mX/WRnsf6iulubSG9gaOdN6V5tbRMrkpI0Lhfvp1FdFod3rGn6cl1q8EjaYzbYbw9x6svUA+tbODa0Of4Tl/Enhu5ju3lt3kc9AH9KyLS1a6j3yssZj4YdW+tdt4r1B53higmVSBvTHT8T3ripZVuOdv2a+X8nreDbWpiYuuxoqsE/Ose0wssRbs4P5GtDV52lDh02MBgislJCvbdXTFXRyVHadz7xG14rOVOksKsPoVFY3jTXbjw34emv7FI3nV1VQ+SvJ5zirnh6QXHhLw1Nu37tOi5/4DVXxjbi80RoGCt5sqjB/E17mHb+rK3Q8isk8Rr1PLh8X9cdsKliPX923+Ndh4H8Xah4ja7kvjF5UWAqJHj5u9eOwRKmUWP95vOPzr0r4e6V9vs7uWJ5ILlZdo8vjgCuT2sotXZ0+yT0SPWYZRMu4fjU4qho0cyWUP2r/XHJar1etCTcU2ebOK5rIeKaKBT62TsZ8oLTqatOqyCcUtQ1NSJHUUUUgCinUuKAACnYpsa96kAzTsOwlLipQKXFK5aVxuKWipKhuxaVhtLilptSWN20bakp1BREy4plTVV1HUIdMtnmm+cgZCDqaJVFFajsPxUgFef3fxIliukW3VJYdw3YXjHfmvQonSVEkT7rDcPxrlVaM9jR0mtzmvFEDXFxEmqfaX0ZYThII9/wC89Gxz06GuU03xFaxeHk0Z0ljv/NMSwyrhtpbKt+Veqcr91ttee/Gyx0/SIvDuvadE0N01ztfHQxryT9awnJx2N4LmZQnneKNgqsxWsa+1qO1H+lbofcqcfnW5cSpOPNi+7L8y/jzWbqGyWzmWUfujEdwNZSjc607HNP4us3lUeeuOlaMeuWuVPnLXLRfZ0THkxtjvt5q59pj+0x/LHz0B9a422jVs62PW7N1+aZWqpquq2vkuElViEOAKw57hVQny1XHPFVjepMCERW46e1CbbsRI7PXZRf8Ahvws68t9gIH03Vj6da7Rn1rUQiXQ9BTvHBIv4ZpAgiGU7V81mM3DEM+qyyHNhkzjPiHp7XPhm92fehXzcfQ5rxWysv7Ru/Osk/eS8+bJ92Md8D1r6AvJHush12+o7VnSaVaLE+63RFxzhcV0YXE8keWSOXG4VVZc6djzAeHpohBZ6cPMv9QnSGI9yWOK6v4meErX4aeAdT0OHWY7zUNakieWPbteTaecD+4K6r4daQL/AMYf2xeDy7DR4GmDnp5jDap/BcmvK/GOvL408T6vrrJvt5H8i0z/AAwpwv59a9LHYqOCwXO1709F+pwZZgZ47G8kX7sNX+iPJ47eQNs8p/8Avmupj1FIreP7QsiPjB+WtQQAfdFUtX/1KDvmvhpV412k0focMK8LFuMvwKkmp7/9VE341nN12d/Sptv4VU+0R+Zuxu+XrW0IL7KOarNzScmVtRlCQSps5xgVmxktbwu3UpWhPdKqF33DHc9Kp5/0eM17eFvGLTR81jHzSumSWx2zKatGdrfxFeTL2dW/SqEXWtAQC41eQs+Awjyfw5ruivf+Rwzd6VvNGvcaVbF1/feX5vzIO/PNVvssVs/+jKyjuT3q1rEiwTwSp8w7Edh2p8EsU6+hPSvQppuKbOBuF7GJq8f7uKT0fB/Gr9nKrNFu6jtSatbj7I34EVg/aGlRREv7w1sldGMnyyO43dqyNYvRBB5X/LWTt7Vmpr9zYAR3Xzg8B/4qqyO97cPM/U9B6Cm1oEppqwsWs30BEUUzKd3B7/nXp3gfxXcX5ax1Y5uBzFL6j0avPtN0CfUpPNUrHt+4T3NLptzcW2rRHZtlifayfoQa5KtNVFys6KFWVGXNc9c1uPLqf4tvBrDeBovvd63muPPt0Rh+8FVnAfhh+FeU42Vj3OdSfMila2/y7279KlwFqxioXPNMnrcjNRszOwWJd7M2Ao6k+lOJqstw63CfZW/fRuDGR/eB4rWCTZhUloN1OxvbG4WPUYGg8xfkz3x2+tc94jikuPDWqJa83KhXx3MQPz49wOfpWdeeLIdO1nX7J2aXTri++0Rvu3NDL/Fj2PetmK9+SK5tZefvKwr0klF3R5Km6qaZxEHg2GWzDfa9s0ibg235cnt61zt/pFxp14LaddzN9wpyHz6V6f8Ae3e7dulVp4lfHmorY+6SvI+lUncwcLnnU/h68RsJF5zgEskfzHjk8D0rGr0u4l+wXFrLav8AZ5Ff5XDYwDwefcGvO7hAs8ir0DnH51TsZEVOptKDSEbcXiGafTRpepv9otY+YGPLQH/ZPp7VUIaI4Vvow7is/wD3as20+/EDfxNhc9iahQUdjXnlLcuPLGyKj8H1qtOfnbb07GpbmCWzuDDdJ5UsfVTVR6mI5ppaj3l4qHdTaK1MSZfvCvbdM/5Aemf9e4rxEGvbNOP/ABIdLP8A0wWvBzj4ILz/AEPq+HXapV9F+ZDJ8u+pLEfv3/3f6Ukw+V/wp+mjdcNt7rXiN/u2fTpfvEjz21Tbqcn++a6eO4dk6/OrcVzrRlNSud3r/WtGOfyhjO0V9hFc0Uz8/wCZQm7nQW8uyXe33G+9WnlG/jWuNOtD/V26NNN0wOlXo7LUbxMyr5K/lXPV5aavN2Oyip1nanG5tTX9vFxv3GqEup7ji3Qk/maSDSIVP71mc+lLnZ8kQVB7Vx/WYt2gegsFOK/eMrvBdXHM7+RH79ar/ZreI/xSn3PFX3y1Zjb3NKnKU73ZcoQppWQ6QjovA9qgIC1Y8h6TyFX/AGjXTGSickoSZnMzScKKb5T/AMVaJCr92ni3Z+WGxPU8Vr7flMPqrk97mQUarVvp0knL/KKvIYo2/dJ5r+valaSTHzn8KvnqVNIowdKlSfvMqmGKLjNFZtyzGU4NFbqhNrc5pYqN/h/E5Wn9qaaeOi0R3JqbCiun8Dpu16L2rmUrtfh3aNda6qp1CE1hiWlRkb4SLlXil3O8l08Swkt1LGuB1SB/tDcdK9Vmi8pdvoa5HxJHyrenFfN0KjUtT63EUlbQ4GUVd0jTHnaO4iZV8p/m/OopI2efYi5J7V0Xh6ApYSFuu7FenObUTyoQUpWKvxKH+kWD+sZrgpYD129eRXoXxN+WTTv+uFcZJ+9Qeo6V1YR/uEcWNX+0SM+MhqfmrUQgHM8XPtWpBaWkv/Lvx610SkonNCDkyjpxRXLNV2P5opHb+I8Crv8AYsD/AOqDI3tWnpPha3e4E2s3LRWy8+XHy7+3tWTqRWrNlCSPTvA7PpHg6/1ef9z9rXyLVT1c9MivKPG87/uLfPH3mFdvq2szaobcf6m1tU8u2t0+7Gv+PrXn3iuJmvUZj/DXn0veqpnpVk40bGVYynPTpXaeG7e4lvQ3mxRBsfMegrg/vfd3A10vhuOV0Ox+RIMgt6111ldHJhpPnSsfePgHS2n0yE3WvW2pGBAcIoXGOneuL+JljZ6pqr3twqudv7oe44zWV4LGl6Te3s25oUihURKJOpI+atXWpI9RCjuoyP8ACvDVR+zZ69WnyVE7niWv+F0uw3npvJ53L1Feb6j4avLLfLAjXMI64+8PqK+l/scTHpxWZf8AhuOdGkt02yD0rajjJR3Mp0I1NXufLzzx7M7vr61Vkv44vufPXdfEHwqNIvxeND/o0/3iOzd656XQ3iTzrJPtdsRu/wBoV7EcRCST7nmOjVTaXQws3V1/0zj/ACqRNNh/5a/Oan88M2O/oetKJK6jBRXUj/s2JeYN0Z9qvW+qXVnxP++j9e9Qo9S8UtepqrLY3LTVobkcPz/dPWtEOP4fyrjntA3MfD+tSwapdWXyXQ86L171KVzbntudRk/8s/yPSul8O+OdZ0BkWwv5Y41/5Ylvl/DNcdaahBdLmB8n071d37h83SsKijUjyzV0bQm4+9Bn0j4Q+LWia/ssvEirpd/0WduIpPqf4TXo32Oe3ZJbfbcwnkeuPVT0NfE+9k4++noa7Dwd8T9b8IsI9Ou/Nss/NZ3HzR/h3X8K+ZxWSQl72HdvI9vD5nJe7VV/M+shLbXH7uVdkndJOK5Pxv8ADWx8T6fKIt0N5GjNAY+7Y4Ug+tYXh745aHrDeVr9oums33X3b0/E9RXqFo0EsKT6fcb4TyrI25a+VqU6+Cn76sz6CFSniI3WpyHwuu3l8M2FtdPm6tY/LlB+8GHBVvcVUs/3TzR/3nc/kap67pmq+CdbfxHpbtf2d1JnUoNvOP7/AP8AXqTR9Vg1uB7qH++V2+nOa2cW26kdmXGVlyvoit8UZj9i8L6Z/wA9FNww/QVipZbIm9uBWr42H23xpZoF/d2mnwj9M/1rZtPCt1c+Xuj2qGG/PBx1rrxNVR5Uefh4qMGyW5tBp3hOOJuDLjP8zXl2hfDGJfFdtf6MkjyoWkih3fIGI+8T2AzXd/Gjxh/wiFnpvlRLK0kmNj9NoHNdd8MJdN1Lw5bajpzKZb8Zk9Ux/B+FehlUaiouo9pHiY6pCclHqtTwr+ztT0TXxp11bb5ZLgRy28vKybm5P/16t+L9HsdW1fULvQX+2eUvky2nSSPYNvy+or6Q1TwtY6zPbXU8W29tc+RMOo+vrXgeu/DjXPDOqWxhElzHNdDF5B2BbLFu4rvlGUXqRCpCeu1l95h67KmieG9K0nU7U3liIPMnjl++meflPYisnX/CrWHhexk0GWS6Wb/SBv8A9aA3QkdwBXWeOTYeJtd+wXW62m3rDFOnIPswqn46kNhq8NlB+7WzRVQj/ZGODWyqtamUqHNo9DzyTU7i18NavBqTreQBB5SOv3GPda5XSTc2Vqkqo2xsHdXR+L/OuNEhlfbv1C56IuMqO9S2kflW6x9ttdFSfJDbc56NP2k3raxh6nef2nHvbbkLjjr+Ncxb9XFbfiCNNPu4fsv/AC26oKxMFLlg1dFBJQ02OaunztS3NC3lKH5ulWRP5obyk3Acbjx+VNtok2A43Gllu4Im2u67v7ta7iSuIkQ6tXtX7PE4i+JNphsPLZXCxMeQG25FeEyXkrnFvb/ia9I+EWqXml+N/Dd0+3i8WJgO6v8AL/WqjpJMzk7p2JPiJ4au/CHii5tNQvI7+eZDdmaOPbneSfu9ua93/sBvD/w38HaWyt9qlgNzLH/tPyP51B8ZfhxNrnxH8IXtui/YNSmFpcN6bW38j3Ga9a8XaUmpazo/lf6qDKlfRB0p4xtLlRjhZbSZ4p4vg+zyaXpv/Ppbbm/33rkb2DynZa77xeBeeKrvZ92PYo/Af/XrNTQrbUtchgvWZLYr5kmP48dFz2z3rlpyvLlO+Uf3fMZng7wcNX/4mGrfu9Ji+bD8efj+SDue9dF/a9r4vdxaj/iXwSNBD2WX5MEgenpXIfFrxfbzyx+EtNv/ALBDtxdvHHlB/djYjkL64rpND0s+Hz4esJB8hhLlxyjk8ZBr1YqyPLclKTSPJrIy5nsbhPPt4CRtP3hg4+WsGeWN5XEHmcHhZPvYrsb60+xeLNZt/u/vHI/Hn+tZWqaXFe8t8ko6SDrSb1JjC8bnE3bmWQ+1VbcfMlbmm6c/2y8S+C/uFwcdDnpWBGSjuMZCucEVummrHI4OLuz7T8BzrcfDvw06PvC2+zd9D0/Cp/ERVoLeJjjlps/7o/8Ar1yvwI1Bbz4ZJD83mW944wfQ81X+LOsmKC1023LK8vzSsPT0/GvVozUcPY4aqvXPLwN8nm7+N7ED2Jr1z4UT239l3ESuvm+Yxb1ryeytjeXFvbInMsip+BNesweEI9P1KzttJM8KKPnO7t7n3rFu7UTVd2ejwgYG2n1XiTZGi/3VxVivZSseUxBT6YKfWpBJTaKKpEfCFOptKKognptNp1Ah1PTqKaKmFJuxaVxIxVnFMSpKlu5oNopRTsVJaVhadUdOqbBYbS4pamobsBGBUuKcKlwKylIrlK+2vKfGC397qTRvbzoN+M87Co6YxXr2BUTgKKxqLnVjWn7p5j4a8LRvqkceoo0a+X5wQ8b8HH5V6Sg9Og6CvOfHHiq80/xBaLp8SobaLDSPzv3dvoKms/HOoXCfNbw59ga89VYQbTOpwcj0F+tea/tC3ASHwzYdvs8rkfUYr0DSJ31Gyt5pR+8l6ivIf2jNQH/CW6ba7v8Aj3sc4+rVpKSewQVmReDtQGs+DdNuH/19rvtJfqp4/SqGraI88n+i3s9ssj/vlDZBHoM9K5L4f6jMx8R6LbyNFJND9rtiOzr978xV/wAQlp47Se6v5DFCN2egz68VEprk1RvGLexJqvhhIopbjR5pLa4X5nV23LIo6jnocVgxCO82vK249RhqbrfiW7t7NLayufOM4Kud2cD8eRXKede2Vp+4mV2Dcj29Aa5ptN6FJWOyvNQdT5O5XDL97+lZaXEkHmMs2yPo9c7BeXGpA+a2whf3ZFRyyXPlvEx3A/x96zvYdrnuGgSboLK23bxDCcH64raufljIXqa5LwGSzxc5C2v9a1vFniyx8LWwkm2vcSfcj7n1r5XMnKpjHGK1PsMt5YYNSk9Cv5QUsW+WuW1nxPbXJfT7B1l2/wCtIrznxH481LX5GjEv2e3/ALkfA/H1rFs717CdZYW/eDv1616OHwrg+aoedicWpLlgj3m607Wrj4N6nD4VtpptU1ScpL5f3vK3BTt/4DxXmmmfDLxybVI4/C9zhf4mZY+n1Na/h34seJtG06CLT7tFt4f4ZIwe/r1xXSD48eIFiWSS1svwjbD/AK1GOpVsXJc8U0ttbfoGAxP1JP2T38jip/Ad5p95Bb+JxPpqSLmVoI9/l89M9DxW9L4F+GPBfUddvDt5Yrj/AAqLV/ihrHihvJ1HYltIw/cxr8vHT3pm9P8A9VOjgaSgrxt8ysRmGJnLWV/kZOs+AfBpt/8AiRSas8pz/r26DtWRF4M09IFhlTee8neuxyH+8rAUZTH3a74UKcNkcE8RVnuzkLrwDobbQ0Mkp24BeTIz64ryKYbA8X/PKVk/I19Du6+X0245zXz3qRC6vqca/dNy5H51coqKVjJSfNdkUPWtEuIrsFv4o/6Vn2yc1rvp8l7dWYt/mm2ZRf7+O1Y6KSR02bhodDpFmmpadbB/lwg5/Si/8MGzRjDI0kY5C96TwrcK1js/iiyrp3BzWlf3/wBlgllc7nxhV9SelelzPc87lXLc4q5eVrh4biXCDgA1PbWccI+Uc1rx20cFk5vAsrNzIT3Y1n/Y7+wu0tbiL7QJBlHj5/Cqk7lRVjP1gxLHbo/zSM/H0qFE2122neG1WRpbxFe7mTa2/kRJ6D39ayLLwfeC5eOeRRCGwCvJP+FCkjOcG2UtM1LV7ecW+kBXEjAlZFyo9T7V3tp4btItQe8bdPcudw39Ae+KdpWjW+nYSJf3h7munjsGtufvMelcVaoos7qFG+5TFsYjlu1VzWvLp87oFi+f19ao3dt5AA2tvH3jXnNnp6JFB6rMVonulbei9V61W839379q1UXYyc1sRzv82F/Gqr4SNz8yHYQGHUZ4yKky27H51Fc/PC+3rXXFW0OKU3I8w1PwzcWqPLbyfbYolLSsikFB3LZqvper3+kRCby/PsG42v0/AjpXTeLryRNEe1gTZHNcjz3HU4HCn2zXEwahc2qNFEd0TfwHkV3N2PKaszrk8Zaa23ck8RPUHBA/EdatprllcD5LhcmvOHBU/OuD+VR8Vm0mCkzrfFF4ixeQvlmVsNuEgOF9OPWuPp1NpksQikp1FMQ2oCKuEVE4osBImp3KjDP5vp5i7v51Zj1VWGLi1tpvfbg/pWaaZSaQ02jVM9jL/wAspLb0IbcP8aie3K8oyyx/3kqgX3U+B2Rso2z6UCLKfeWvbNPB/wCEd03d/wA8R/OvIrSOG/cRz/ubg/db+F/8K9k2bNI02LuLFa8HN9qa83+R9Tw/8dX0/Uhf7j/7tO0n/j9Wq73Bz5f8XepdKP8ApUo/2a8OUWqcr9j6mnJe0izhpTJcarcRwbR85+d/rWta6Bafe1C5adu6JwKwEIfUZt/Tef5106naK+mrOcYRjGVvQ+QwqpVJyc4316mrBHa2KYsreKAevU/nUryP/FuesVN85wis9bNpE0cOJ1rxK1NU1eTuz6ajUlU92K0ID/tdf7goljKruO0H+7VnYV/1aqnv3pDZbgT8zE/xGs1OzN5U+ZWM+lETP9xasyC0sVzczLu9N1UjrBnPl6dC0x/2F4rpjKdR/u18+hw1HCmv3jt5dR8ttt+8agMlvH/rGZz6CpPsF3PzdP5Y/uj/ABqeLToIPuoWPqa7IUZNWnI82piI39yP3lVXd/8AUQrCP7x60/7IG5nbeferR+WmPXZThCHwo4akpT+JkJREqrND5p9qS7vY7c/vGxXPX/idRxb11wvfQ82o4pamnPbxI3LUVxFxqc9w+4vRW+pxc0RDT16CmtSj7q1jHc6p/CPT7xr2H4LaP5t/dahL9xBsX69TXkCV7n8H9VtP7PksSdtyMsR6g968rNZyWFfKv+GPXyeMXjIuT9PU6i4tEneVs/xnFcd4mttltJ32v1ruPLEQ2elch4s+XTpfdxXzmHvzJH1+KilG55xbAvqKBFyd/AFdnpmmyrZvFLGyuXzt78mud8Kx7/EluP7uWr1nS7GX7TNPc7dv/LP6YrvxlX2dkeZgKCqs8o+KZK3dmnpD/WuGg+Zf6V3/AMXfm1yFfS2H868+tRsff97HavWwL/2aLPFx65cXNeZqWNg91L+8XCCuvgiSJFRBxXNW9yjcq3lvWvb37r99d4/vCoq3mwgkloa6J7VPiq0U6OPlNWRXLds74xEArO1zSWvbfdF/rF6VqCpkFRzODTRu4KpFxZ5pFHcWch3RM46MO4rotHubRkuI2/cu2CmeORXYNplreAefDuYdxwa39N0LQYtpTS1kmHeVsj8qqpjaf2jCngqqfusteBPtd6/2q9lb7BF8vP8Ay0PoPavR5rvfcNsrgPB2pyazbXBuNo8q4aKPYuFCg9gK76z08uNylTXlYiteo4o64xXJzFi3Tec1px2rquV6Gqdvp86H7nHtWzbArxIu3NZc/Yzascl408MQ65o1zbyxcuuVb3Hevn/wnO1rqM+h6iNssX+qPtX1xLFuhxXzT8YPC91oOsw69YJwpyxT09676Eudeyl1/M5+Zwl7RdPyMzV/DNvOxEsXPZ04YVxWqaFd6ad4/wBJg/vD7w+or16OePVtPtNQtfuyoCagktI5/wDWjrxmqpYupRdmelWwNLELmj1PGInV+UO72qyK6nxX4USzie7tRs2feArjhfBNq3Xze4r3qNaNePNE+erUpYafLMuIamXHeqnn2/G2ZWz+dXI071rZkOaexBJpsTnzIC0EnYpUkeo3NhhdRTzIf+eyf1q4F3Drik8nr3HcVK5uo1yrYvwTxXUPmW8qyL6in8OfesL+zmSTztLf7NL3X+E1Mmqyh1ivbfyZPX+F/cGolE0UtddDZQunuK6Hw5401vwvJv8AD9/Lad2hPzxH6of6VzUF2HGF6+ldFo2lWl1JnV5ZILcr98cAfUmsKlKNSNpq68zejVlCd4Ox7l4E+Nknie4Gl654enMpGDcWUZlj5/vr/CDUllc6Pp3jCKaF92lSSGGeKNvmjOcHcOxDetee6D4tbTmuND+E9nPf3d0Ak8sEefx3ngfWu60f4OatDbvf+M76GxEjbnsrP5mc9S0kh6mvn54OhQk5rTy3PT+u1KkeT4vP/gnW3K2uveNbo2J3wwtHb/gozn8a9Ii+WuC8DaPBaN5tvEqcZOO/ufwr0CPufSvjsZUjOu3HY9T3oU4wluj5q+PluviXxXaaNY30Sahbw5S1l+USbj2bpu9qoHxPe/DLXLSBd32Szs44bm1PAmY8llP94Uy70a68W/F59ZKrdaRFc7neNs7PKGQjDqDkVgf8LMl1LV7yz8T2MesaVPdsER1xNB82Pkf+hr7jB05Qw8ILWy/FngYiUfaycl1/I+mLf4raFbabo809y0o1TPkkLzGB1Mg7Y6V0kt/DdRB4iHV+h6g18/8Airw0sMFp/YBW8hsrbMlsP9egb5sle9N0TxrfeBLHTRcK0yXv737LJ1jU9B7VXM5SdhOlFQT6naaj8OYV1+21eyZmjhlM8luect22n614dqer339p6x9qiZ0kkbbDL2Pqp7c19GaJ4x07xHbJLYS7JD1ik4YEdRWH4p8LaXq5jkni2XEky4I4JOa0p6XuRKTkeJ+KNMbztHs+1jZhpP8Aeasx02123i2ISXupXPZ7kQx/7qCuU8vdgVyTqc7PQoUuWN+5zVvEL7xiA/zR2cOT9cf/AF65XVR9n1WQf7Veg+FrAyt4i1VugkESfnXEeJo9msSt64r0sPJe1cV0VjzMRBqipvq2Ntg06dWQelWIrOCA71T5/wC8arQPypq4D2rtOVK4hG1xXR+FLwWWr6XcdfIvI3P4OK5kvzitDT7s291HIvzbWBwfY5pD2P0ReKO6FlM67/ssu+M+mRwankQPvm2rmOE5auV+HPjWz8b+Gra7i2w33S7tlz+6YccE9QfWul12f7HoepSKefJIX6nirxVSM6nNE4sPCUIcsu54pFB9t1C+uX+VZJsj6dv0q7GY7Cz1u9l2+TbQnr7DNaGkWm22f/e5rG8Vp9n+H3iyRf8AlohH54Fefh/eqnpV2402kfO2i2R8S3oeKT/T7mbc8UvG/JzlW7/SvXLnVLmw8WtYb2WGziSHyH6AhQ2QP615x4F0SS91vR/sy/a4DdJvK9Uwf4h1FdvqviFtQ8W6gl/tmjt7xoYJQuHRRxjPcfWvZlsePR03I/GVp5Xj2QqvyXUSuPxX/wCtWa+lyNg7l2Hmup8axqviTwvddUmtEBP6VF4ht307Srubb8sUZw3bJ4FYVnaSOigrqXqeZW43xXM3eeZiPoOBXEgfvZh6PXoEcHkWVsPVK4a8DJePtH3mOa6abu2c+IVkj3P9n3WH87VtLx+7kCTD6itD4jxmfWWDcEE7a4j4B3M1v47bzXVIGtyD7k8AV6B8S4tmuKf7yZr06T/dNdmeXV/iX7nJ6RZFbu3ke8W2ZbhMN6c19EiyEE7Sb9xIxivm24fZFu28qQ35Gvo+z1CO9t7eVGXDKOfwqo/xIg/4ci1Tqxj4l0pbr7Mt2Hl6YT5hn61t17KaZ5bTQ2nU6jBrRO5AUU6m1aE1cdSikoqjIeKdinCn0riuNqUUlSiky07DhT6bRUmqVx1Opgp9SWFFKKXbQA2p8U1BU+2okFriJT6bUlYNmqVxtOdKkppNcrdzXlPP/G2l2iyR30qfvydu72+lc3blMY83aR6LXpet6fBfQeXdJuC8j615tvSK5uUiZUjDlQOvSvPqr3ubud1J+7bseheBr37YiWzbmMD8N6r1FfP3xz1H7Z8Q9WOciARwD8F/+vXvPw5+WS4kdlYL3/CvlTx5qw1LxJrF7niW8kYH2zgfyrWOxm9zH8O+IF0DxppN7K2Id/kz/wC4/wAp/mDWpfebb+Itc0O5lkSOzuN9sp6FX5XHtivKtd1ASzukXbo3vXV/EG+XWtL8K+J4DsupoRbXTjjEieuPcGsrKonfoaxk4NeZFrr6nptyJQI3tF+9jr/wKmxa9bCYJKzevHOKo65dzXWmxBp2+zFwcp6j+Yqt5ULopgCqdvyOP881zpytobTUbmvBqQinl2xSJE5ymf8ACrT6gyo5eFlOcovqKxUv0ZPMV1yvX61tGeO4tkbqGH40XBRueqaPLcaV4Ph18OtrZMhjZupLD0+prxjxD4gn17Vp7ueSR93AJ9B2HtXdeMLgW/w20q23fu5piVUNwD6/pXlHtWLpwU+a2p1xnJ01BvQk3n8K1tH0xdSvIori5WwtTkyXDxlgigZJ2jk1Ppvh13j+06h+5h7KeprUFz5EiPZ/ujGcoy9eKydaN9NS/YSa1OYu/ivpPgrXbg/Di1/tuzJU/atdg6jb8wWMHgE9zXQaV8ZfHl1ZwSQaZ4cj0tlJS1mjxlSeo+tVfF1jovijwzqtzrP7jxFpqJ9juIuPNQ5Plsg4bnv2rodH8E+A59J0+L/hbek2cxt496PbHKMVyygkdicV00airXS0sctalKk1d3uZd78RfGEpf7FonhK0tn+7CMts/HisH/hMfiDHkxS6DF7JH/jXQXfw+0VJ5fs/xI02aONjh/IfkevSuY1Oz05AyQeNtLvNvQpbSZ/lXS7rqc5bTxn8Rn+9faMP+2YqV/FPj9cb9R0Zs/3FBrmbWSNbhEl1uFEP8ZgOB/Wrsus2EBKfa45COCyR8H3rPmQJNmnca/47lt5ZEk0+7KoSYolG78B3NeYLqdzqt28ksWWPLsPX1NdoPFFpA4dRuIzhtwGPeuc0ODOk3sh2nzZ+vfj/APXUykuVmkIyckiS2fnDda6jSJCt/o0n/TZkrmYU/e1u+a9qNKdPlIuWOa4Z/EelTdoN+n5ou+KhHZ+M45LP/RSYQ1yRwJM9zWTqGoJqSJDBJtkD7gPX059a9J1zwhb67pEXkts1JF8yKd/4z3VvY15DdWM2nXDx3MLWxX70Z7e6+orow1ZcvKYYujKMubuNe/uJZV+0TSNtYZU+x9K9ejjLeW0A5kAbd9elcNoVi+v7I3tI32Y3Tle39Sa9w0XRQIEedMHAwO+BVYmtGkrsnB4eVVtIoL4ejZPkMm/u3bNVbywFtJhOveu48oKMLUUlom4kr83rXl08VO+p69bDQS0OHjtWSYGRGTuM1t2NwbyRhJt+Xp/tVoX9oZbdiBukTlRXPWQ8pv3v8R59a6JSVWJgoumzpwgQZp3lBkbz+noaWKSKX7h6du9ZGu6jx9nibn+I/wBK89QlNnZKaRyGspBFeS/ZfljY4A9/Ue1YtxO1lG0qv5YHXf0rS8Q7U07zd2JekY7muA1AyZRWnkmG3J39mr2KMFKGp4+Jk6M9Ds7O/i1myW5txhx95T1BHY1C6bvvVheDBJeeI7LTEmjt01B9jO/3Rx1rY17xPofhjWrnSdZ/tSK4t+roiMr55Uj2NaxhZ2TOeVVSSkyC5jja3nilhjuIZ0xNE6/fA5BB7MOxrj5fD0Wg+MLO0n/fWs6LNAz91dcrn8eK6D/hNfDcsrY1GdBjjzLQ/lwa53xb4nttZGkpalWl01GhEwyN6b9y5z6ZxXRraxySkm7o6+/soLy2e3ntYpYSufnjHH0bqK84u/DtpPd/Z9LvPLm7xT8r+Diti3u4NXjaTV9YZwvAtQ238Sa1ITYwR4tBFGntisGnHVG3Mpbo871TQNW0g5v7KWJO0g+dD/wIZFWtC0H+0JPN1ORrKwX5mO355MfwqPU12K6tNbO32G72A9VDAhvw6VnlwxywzUfvpR5ZWXmv8v8Ahy17CMlKN2uz/wA+v4EN/Bp91OYkso7GyZcRbOXj9y3f3rlLi1ksZZYbpMSL/wCPe4rqp5Iol3zOqJWFqWoJf7FRmKxfc3eh7VrBciSRlVnz3ct/67FJSHj/AEqu4qzBtXj1602WPaa2ucxS8ukxUtWks4/4uapK4GeEX+I04GtJYkX7qKtQXOcU+QBYpeNr/c7HuK9N0HXf7W0m1WV/9Msh5Lf7aZ+Vvw6GvLK0dL1B9JvILpPnx99B3U9RXFiqCrwt1R3YLEvC1VLp1PTJSsBDP3FT6NOHnmI/umsnWvs8Qjvo7y2axnA8j97lznsU6gjvmq1hq0Vs5KyLsK/NmvDnhZula259bHG03VunsYUA/wBMn/67/wBa6kANhF71yKXcCyzt5sfzOSK6RPFWlWcI8hFklx/E2BmvVxMalo8sbnhYGpSg588rHT2llsRdrb39VqeeS2sxuvJ1Qem6uEufFt7dKQ91BDF/dib+tURdW0p3SXfmse3U15McsrVJXqSt6Ht1M6oUlalG/rp+B2F14stYONPhaZ/XpVL7TrWrdP8ARoj6cVm2d3aJwm3f+tdTZ3y/KT0I4ru+pUcMrqN35nlf2lXxcrOVl2RBZ+FYFbffyNM3oP8AHrXQIIrePy7eJY0HYUy1fzVB+77VDdX1tZpvvLiOJa5JzlN6nXCMacb7DpCW421Glq7cscDuTXMaj8QLSLcmnW/nH+/JwPyrjtS8S6nqnFxcsI/7icD9K66eHqy8jhqYuhBdz0XUtf0rSshrj7RL/dj5ritT8ZzTEizTyV9e9cuTTCa76WGjDd3PLq4udR+6rEtzfTTtuldmqvS5pldaSRxNjqKTFFAF2nDotIaevSueO52z+Ecldf4Fne31yIp3UiuSjHNdr8PIg/ia3DVy4l2oyfkdWCV68F5o9rOdue9cT4vnka3ji9Xz+VegyRferzrxxJ9ndf8AYUk18jhXzVD7zHaU2zkfCcgi8RJI/wBzJBP1r3i3RWtRs+avnHR7/wC0XcqSKq55FfQnhO6S/wBFRx1T5SPcVvmdNppnLk81do8l+Kif8VCvtbLXnB+U16j8WYHXXzJEN3+jrmvPoktrkYd/Jl7qa9nAu2HieDmMebFz9SrGa0baVk/1bbab/Y8jDMQz9KIrWZT8y1vJqWxhGMos27edZMeaNj/30q+JJU/2x6isZFG4/KyGtaF9i/NyK4ZR5T06Tc0aFrdxucNWhGP7vSsIqH5Xa4/Wp7eWSD/VPu/2D1rFq51R0OoROa2dLEnlSbvuAda52116wjjZr9mh2DJG3+VcjqfiLWNbuTFaO1ra7sLGjcn64rjWHnXbjsauvGhFN6npvw3tJI7SYSoyObhnP4mvWtNQ9a8o8By3ml6glo+6eGSENl+zd/8A9Ve96Vp0Q0iKcNxK2D7H0rixEf3rZclyUkvkQ24KhTW1GBhfl3CiDTvkyzbI6t21vvJXt2rnOU0rewt7i3y0S5rjPG3gq21fSJ4trZAPHXiu+0iBlBjc9KtXdh/u4PBro16HMnyyufF/hnTZfD9/feHbo/LkzWZb0/iWugksvtVvLDt2Ofmj/wB4Vt/Gbw5PokyatZJ+8s5g+R/FGf8AOKo31wtxpdhrenNviPJUe/UVpKUqjU+/5nsUXGMeT+rHL3E4vB5E6+3NeI+KLL7NqPl7dsbAlfpmvddbjSO4WeL/AFN2m5T/ALQryHx/811aHuAf517OBfLOy6nk5nFTo8z3TMrw7p8VzPchhwqrn8a6Q+G7m1O/Tpd8XUI/8qv/AAc8Oy+I9T1iNPLSKGBXkd/4ef616za+DItQk8hb6C2ZVwrSKdpP4V11cfGjUcJK9jzsNgfb0lUTszw/zCvyyo0Ug6qak5b7te73XwG1Se3zNcabcg90kP8AOuOvvgr4j0RJriyCX9tF8z2gkzJjvtNaQx+GntIh0Ksd0dj8DvgFP458rW/FUUkPh/GYIUbD3Z9c9o/51698Wk+DOgaHYaX43uNPs/7MkElta2fM/H8G1OSp7g18maj8bvHlnocXhfSdTm0HRrfcohj4uACclWfrj0FeS3Dt5ryyu000jZaaRizn6k80/YSqPmk/uOeVZRXLE9m8dfFTRvEGubPAfhxdOsVUJHJcsAz/AO0UHT6ZrKSwbVAn9p3Dz55KD5UArz7w7H5ur/TBr1iCL7KihvvHlT2f6GsMTL2KUYHVgl7ZOU+hseGb6bwtMs2iv9i9o+AfqO9esL8V5tR0SW1vfln2bVb+HnuK8QRGnkPlN5VwOiP3+hrUgecYEo2S91rwKkOd3Z9JTs0rI+svDPl/2dbNEUdJIhh16HA7Ve8Raimj6DeXLtsCRnn+tfOnhDxVd+H3KR7pbdusO7v6iu18U+LD4i0qzsSzCG/uUjk39UX+LP8AKvmJYOUaqi9U2dz1XMefeH9O1T4eWuueKZ5ormG6tv8AQZ4JN8U7u+efoOoNR+Ho/DHxI1yw+1Rf2JrwkDuIuYbwDk/7rV63a6dZrG9tp8MVvDja1uyZidfRkP8AOuUl+Hllo+qXGqeGv+JVqjW0kUFtM2bfzHGNyv8Aw/Q19fQxlOo7bSPBr4SdO19UcV4uttZ07xzNO0MtjfXl4qWUqNwYuAu1hwRjqK3fG99oevanLp+u7rSW0+SK/h7EcfMvpms7wRq/iPw/rsWheMY5JbGBHn/0xd3l7Rncj+lZkul6V4+1Ga68KajtubmbNxY3PD4zyVPeu3lae5y86tsR+MtI1DwhFoosJWMaRjbeQfdd2Ofw49a6rwv8Rru5lmtdeTzXsrczJN+nNcbquuX9n4ru4UfFqJvL+zyrlSijaPlP0rqPBWlx6np+o3aw7P7RvYrKJeuFBy2PaiclGneXQiKbqWXUueIrJ4LWzQrylsbiT/ec5/lXG4PzlewJr0X4iYiubrb/ABERr/ugYribK3LiRu3Svm6E3OPM+p9TOmoqyL2kaR9l8Muqr88zF2+teOeL49upDjnb/I19QRaH5ehwu3CLHlvqa+b/ABxB5GrONv8AGwr1Mvqc1Zs8fG07YZLsc1Efkq094IihZODwT6e9VbeNnzt6VYktBLHhz78V9AeInctbO7U9aYHjx880cf8Av08eW3KTK47Gg1Po39nLV/surata7uZrDz4x7ocn9K978a6ja2ukWMV5cLbpqEyqrP7j5f1r5g+BN5pEHiu3OqXNzDdCNktfL+47njDd8YNeq/HeWVP7E0u8/f7Id0gHp0XFYOPOiJO0jobNJLeKWKcbHDFfrXN/EBxb/DfWn3bfMmUZPT7writF+IGsab8k0q6rp9udojnX94VxyN/qPeut8bRz658Jkk02FpnupVufKPUoDll+uKnD03TnqOvPmizz34Z23l+PNNuEX7LIsMk0gHR1CdfQiqOr2sOp6vqF1bf8S65e43vCG+Rz1ypPQ+xrZ+E97DZT65KzNNo8Wml/J/jRmO3Ck8qfaoZoPt/kSQJvG/Yz9G/2d69m9+hr0Jza2OKnFSYvjPTJ7DSNC1CG8lmlkiOyOf8A5Z4+Zdv9av8Ajm7M3hPSyvD6o0e9PQgZP61ueItHh8TeLNH0Bt32eCHDbO2B838qp/ECCF9U8M6Vaptjt42lKegHArOtL3kaUlpI8/1WLb8sXVU4rze63fbsN1xXqWpx7ncNUen+HNDuNKnOtmSK/vpf9EmjXJhVP4mHoTxVYd3uTiFZI5HwXqo0PxHp97L8sSSqJD/sk9a96+KzLLq0Pl/MUTlvUV4zqngPULMM9ls1eyK/6y2b5x/vIeRXozXk3iHwLYanepLHf2QW2nEilc44zz64Br0YNp27nm1OWUU10OXndWRh1zV+LWbz7OkHmN5SjG3dxWdIfzpYmKIC3Ge5rqOY6/wIJLzxbYD5m25bjpXtXjS+t/Ctit/tbYXG9B3zxxXm/wALNUa1uIYri6sVsZWYDfIFkjf/AANb/wAZ9bsr7RtPgsLyKcyT5IjkB+764qXJxaaHZNNMxrz4qM/FhCeeny1b8A+JbzXvFEceqPsiUFthb+dchoFnHpej3PibWRuiibytPh/56zev0Fb3w08NxamJtf1F5DMZCI1jbaODznHUe1UqlSo7JkKnCGtj1u88vz5PIbcme1MqKKJIl2xLsT0+tS17lOHs48p5NaXPO5HTqbTq6DNu46nimUooJJl6VOtQL0qQdaTVxktC0opwrNm6H02iikUSLRQlOpICZaUVGDzUwrJ6FNXDFLQarXmpaXZWy3FxeSJFv2s3l5Ab0rkqTjG1zohBvYs7qQmsg+LvDSD/AI/5pfpHVG78X6O6H7HNc7+3y4rjdRM3UGiLxpcSxWSiD+JsN9K89jB/u9ea3Na1+bVLFLSKPlX3PJ61iwRz/wBxqxk7s2itD0KyVdD8G3t50cWskzflxXxD4o1Ixgjdy3Jr7B8YavB/wrPWBcP5Sra4YjrxzXwT4g1sXEpOfrT6WEU1LXl1L9a9Aig/tHwzqugf8tVgF9aeoYda4DwuPtUi7V3O038hXa3l82g69pWoFv3XMMw7bDwawp1FCvFPZ6HS4c1BvscpbSJLoyBXyCuZP97+L6VYsrDbZPFbzSbJP9rgfT0qlq8f9j+IL+yX/Us5liPYo3I/nVe21CWDzXz+79BWU7QqNNlK84I3tGto4t6bPnDVptfmJXjAVZF71ieHL37QWkbbhm/KtC6hV53SD55GPy/U9q5nJqZ1KCcDvvEgk1fSfD1grfLHbZX13GrGl+FrPSIxJdstxOOSW+6n0FXNUt20230zYq5a3GZOvIHQVb0wm842crgA/wANfO4/HTSsvdX4n0+X5fTVm/efTsc/qKyPKwn3Bf4FPHFV5bJoIzLKu2Mc10mqanp8U8VhD/xML4v0ToPXLdqx/FksKRQRzS7rrvEOn5VeEryq8sbWv/V/QzxtGFJStJNrsctrcW7w9qFy/X93tx25IrxnYGjHy5r3bVLTzfAOtXOP9U6A145ZwXP2d54oWaMfefbxXtxl7Nyfc8GMHUtFGY7S4wzyY/3jUNtHNJ55gSQpE3zkdAPetWYtL8rfMK1NKVU8O357M8hP8qdTEezhe27SKpYZVqnKnsmzmh1z39aS4kkkkYb+PSgU1/8AX+24V1HDJaWEjzXomlWkf/CG2cqj9400qsfpiuV+yBrsHbw6frXb6WgXwRpw7/aZ8/pXFWq80E15HoUKXLWs/MwYo/3q1oar8ttYn0nNV0X94v8AvVe1kf8AEstz/wBN6iU/fijeEGqc/l+Z6tp0o/s21dm2jYDk/rWXP4atfEby32rR5jDf6MvQ7R3PsfSq/hFJr+Pzrjm1gj8mFD90t1Jx3rsRueNg/XpxWcr0pXRtH97G0iTwzo1tFF+4iWNI+FQdq65Iv7vaud0A+VIU/wCen9K6wAKK8/EzbnqddGKjBWIvL2/eqKVPmNT8vTlg9aiFkwnrYp7K5K/EUFw+3rnp713fkrVC8sI/O3qi7j1NdNKsk7GFSGxwkUrxS/vQ2W6etVdTDpHN5Dtnru711mr6cHjE33mT09DXO3KbI33L1U16UKqkrnJKm72ZyM9gt5aBvm84jIY81yF+U6XHyDuO9dNfatPbosNlb+bNjjv+lc4/hqVv32s3G0nnyl+8f8K7XVhS0k9zyvYVcRrTWi69PvMbRzNda/p0GnLI832lDvT/AJZqGyWP4V0n7RMekf8ACdhtOm+0zmzj+1MOgbHC49e9bfh2/sPCujaxrMFvGhsUCwqV+/I33cnuc14xdX9xqmoTXV+7TzTuXkc9Sx6mlFOpU5+36mVSKpw5b3v+hmcf3BSVauC+dnbtVYg/3q67nGR5puaHG003mmA7vVu1eRbiH99JEC67mDHgZ5qrH8rVYR1z71JS3Ol8TrZ6nrt4+lRNFYhgIfXAGNx+p5rm3t/KfEp2mug0y+W5xbXXyy9I39fY1cuNKS+Qxv8AurgfdPoff2rjVRUUovZHX7J1nzR69DnJfJlEPlR+TJtwxDZDn19qj81fLZZeHHSkkim0+4MNwmx425Bo1Efvd396upM5GmnZlV/lf5qle7H8KUR28l5GpiXleCat29kYOduX9a1jfoSUZLi4TlhsBqEzM33m3Vo3tnNKnyRbjVGSzukXLQtim4tANpQStR5qzYRLcXtvFKuVZxuFQ9BpXLtpolxeQpcTyrbRSf6vf/EPXHpWlNp8dpEw+1tc/L8524H4VsP+8fLduAvYAdBSp5OXFxt8vYc5rzXXlJ3Pb+qxhB2epyFtaRXUmN8kJP4ipZ9LbS3El1H9ptT/AMtE7fWrOiHbL833N/FdzbwRtAwkiWWOTh1PQivQk7HkU4c7sclbaHa3SeZEmUPQ7q6Oy8BLtzgxN1B5NZVxa/8ACN36+UWbSrpsLn/li3oa9O0izvf7NhktZN5HY9Kwq1uWCcWbU6N5OLRwepeDJbb5rV949DwVrNjvLvScxzJkZ/I16X4pkWziz/y0k6D0xXn+r2dw0HmyoUU/dJ74opzVSF5BODpT90pX/ijUPK2W/wAinqR1rl57ma4bdO7OfU1d3lh81VHWt404R2RjKrOe7K+40zdUgiZ22rUOD/FVmQ0vRS4pRHmgCLFO2GpxFWpb2W6yMmKGCRkKpoq/FAWFFADDTl6UpFSxJxXPHc7Z/CEQ5r0X4XQbteR/SuBjHNeo/CaLfqzn0rjxzth5M78tTlioJHrOoArFN/u14t4n8yW0naV2dum417hrQ2W8/wDuGvD/ABcT/ZMqJ1NfK5c7zPtMy0pP5nAaPEVmkm38x9BXq/g/xFLanNv92T5ZFbsfWvG4bGZ1d4yFxWvp+hXdwE8u+2b+wzX0mJoQrL3mfJ4LE1KMkoRuejeObmPULqaaeTyhsA3Vy93ojxRRPPFvilj3JIOhz71bvtCu7ry7OP8A0mSMDO/jefSp7aPULdJLfUv9H/6dw2cfUetTRiqdJJFVpurVcpI81hvZ7S5d7WRoyG6dvyrs9I8W6TdKsHiG2ktpf+fiLlfyrjJ42M8jAcbz/Ooxhq7alGFZWZ5lOvVoy0f3nvVt8PjrGnxX/ha/i1i2K/Osf34z6EVi3/hq8siY5YWVx/AeDXl2k6rf6JP9o0e8nsZv70Tla7q1+L2qyuo8Swx6onTft2v+YryqmDxEJe47r8T3KGPw89Jrlf4FNxLaysJUZD6Gj7Sz/wAXNdC9/wCH/FI/0O7a0uP+eMvH5Gqt14d2Qf6P87frUKcU7TVmdcYOSvB3Rkakk39kTF/mwV574rH03XLnTZk+zSbRu5yua7m0gRU8u7TMUqbJR7GsW88C3q3Aks42ubPdlZo+do98VVOcNYyCvQq3VSn0PYvht4wi1nxLFYXUFtcOtvnG3a/4ds19O6ra2ml6RZ/YIV8qRxsX+ZPvXx58OPDl9d63czWdvJbWsaf6RfzR7I0UerH09K9Z8UeP01m5s4NIuZLa0hQxWz93I6ufc15dVKnKUYrdHaqcsTBSb2bueuRxSzjd1q3b2ZRwXRuK8b8M/F/UtNuPs+uxR3QDY8yL5WI9fQ17f4a8baF4kCizuVWbvDJ8r/ka89Ra3MKtOrSV2jU+z7XSROlTyR+bHWzZhVHlNt29jWnHZwfdwtdKgzz+dPY8l8d+HodY0KZpU3DYUkH+wf8ACvlzwVI+l6pqvgvVDwCTbMfTtX35JoltPFNC8a+XICCPY18JfHiwOh/EJLzQ0YnRMLqMqdPnPyr9cc1dOnzNxXX8GtjelXUEr9Py6nNy+coe0uP9ZC5XHow9PrXmfj5G+0Wxf5TtNeua9PDeXcF7AVzdRhnx6jvXlXxEw17bf7pr1cLK816Dx38Fr0PQ/wBmpQ0njD1+yxf+hGu5tiXnkrgf2bv+P3xV/wBeCf8AoyvRdNtN2ovGv+c15WPaVeXy/I78qjfDpnrHgFUfRI4pegmY4roXtYINNvjAmDnO7v1rN8E6c1lbSb+xO2t+8UJpd+P9gGvOo2s3bcVW3Oz86vHmP+E58S7WyPtzYrlrj79dF4ofzfFniGT1vnP61z9wOhr9Ah8CPh5u8n6mh4X/AOQk/wDu/wBa9KtNTEUYt7yNZ4P7h7f7p7V5r4WITVsv0xzXcxA5+fhT0964cTFOVmepgakoRujopLXdA1xav9qtR1H/AC1h/D+tQwalNafPOWubftIPvJUVo8thIssDVsQRQao+63f7JqB6/wBx/qK8aSUX72qPoIP2ivB8su39fkzotM8m+hWeKX6SD+RFbyW/2iMR3abXH3ZErg7Z59HuMTj7LI38Q5ikru9HvEvMRybYJD2/hP09K8PEwlB3jqj6GhWhUXLUVpI1tM1q80dVF6n2yxHRxyyCvRtMvrXWLTfF5d/bMPmXuPqK8+ljez+9wH/I1meU6XP2jSLh7K8HOE4zXGmqj7MK1Br4T0rVfD3n2ksViq6lp8ilZLOf7wB6hW6ivIF+GEWk6+NZ8O3Ej21orSmyl/18bAcAf3hXoWhfEULItt4qj+zTdBdx9D/vCvRJ9JsNft47gbWbbmO5gbmvRoY2th1yzV13PArYanOz7Hxrd+MpNZuHGr2qy3MKkLcbdsoP91vWvo34a6J9m0/wzasvzpG93KP9pulc58QvhzaX5NzeQ4uUbP263jwWx2de/wBa9D+Gtx/a1nNqWzZHGoto/wDgHU/nXdmOMpzwbdPqceGoShW984H4pvtuYLePorM1ZWgaWZ3srZR88nzN+Ndf408Py63r++AL5fAZy3Ga0vhjon9r+LmU/cgwPy614mHleMYR3PfrtRpNs6DxdZDTtCtbZfv8Fvwr5C+KlsYdd/3mJB+vNfb/AMRdOj+SNuqjOR+VfHXxkt/KNtL/AHJcH8a9bL4ulWszycRJTw7kjzCyl8rcr9e1XN8jD5Bj3NRW6Dr3qwBX1J4aVyv5C8eau8+pq9GSm3+VRn5qdQWdFpl5LbyQ3MD+VLEwZGTjBHNe/fFG5uNU1TQde+aW01XSLe4T03INsgX055Ir5109/wBz9K+mPAkNv48+DVtpl0+y50u7mt4pR1j3jcv4HpWV7NiaukeY35jn8p7KaMCZTv8AQ/Uete6y6jpvh/wx4Z/tu5jsrebZDG78L5hXgE9s1znhPwbbeHr83/jCxtrdCht7WSWQFTIeBlenI6ZqL40FYPCug2jQ+dA0zB49uflCdce1XCSm7Iyquyuaut+BE+zavN4VtoIdS1AK00RbCTlTkY7DNcPpNpI3ia0t/nS5yBPE67XBHVWFO8G+NbjwXpWlpe+bqmk3Vy0MXzbpLdAM5XP3l9q9blOj6pLD4itfKmkigZluU7qF/i+nvWjjqZxkknZHk8esrp3xHh1G5MqQw3PlS+WuTsx83HcetdFqCQeK/iBqWoaTcRzWNpZrscdDn0rnbfV9PW1tJNStp7iKS8eafymAkfKkKFPsetdN8ELDz9O1q7lXf9qkZV9gv/66zmudmkFyRscBrtmVuHG3cSnGPWp5UjtBFtj3SRxKgP0/+vW1qAH2ot/drmr+V98p3dOla4R6MxxWtkEl0/VFVD6jrUc97dz4huryV4x0V24FZZuJGGFbmokdvN2t8xr0VK55bS6Glb6RJqlxHaWvzyzyLEv4nFdj8WoIbDXtN0GwRdun2qRbh1LH1rT+D+kpJrx1C6X/AEbSoWuZCem7+GuGm1dvEvjWXUpeRPeAr/uh8CrUuaRMo8i9ToPE3haz0PSbbzLfbdyOMyeoxWR4V8M/8JJq8dqn7i2j/e3lx2jiHX8TXoPxm3fatNt4l+eToPemafpkWieDryG3dTKP3t9KP42x8sf0FSpXQ3BXsch8RdaTVLq2gsE+z6RYp5NjAOyjgufc16P8KD/xSyr6Nn868heL7RceZu81Wjyvpx1r1X4SzhtImj9+lbUpe8jOatF+h6BRTxSV9Inc8QdUdO203bVojkHU6kFLVCasKKkFRVODmmEXYsCgU0U4VizZD6dTaKRQ6lzTKdS2AcPvVaqFKmrGbNEiGQ1yHjUH/hCrox9VkDH/AL6rqZj8tcL4t1qa1EmmPFHJY3mFZj1Q15WNjKUYtdGmd+Fkoykn1TOFsiqp81PjkVj96ke2RB8q9OlWRbojfwt9K5m7m+5e08ormtm2lj9aoWUUa4LpuHpWlbRp/dpFHm/xy1f+yfhpfxq2H1G/S3T/AHerfoK+NdUI2Oc19KftUvNZWvhGwd/9c1xc7R07AfjzXypfySspRjVTbTsRFXVzvPAqbJbH/aDH866L4iRBLax9C5H5isfwjAV1HSoU6+Xj9K7P4hafvg0WJerXYH6V5tWSjVVz0qUW6EjjLu3kv9CsLu9T9/bxeVIe+0fdJrk49SED7Z4ZIfrXqlzZr5k1gq4imTb+Nef3losVxunX/UNzn2qJTTfO1e5fs3Fciew3TrgWkuAMJJz6Venu3aTfF8oH8VM+yrcoVb5ge/8AWn/J5DRSvyo+b1+tYxqqTNJUnFbnsXwxum8bTWmg38saykk5l7bRnj6irPiWz1NtQl06zeO00+H5WEbY3kHBz37VzHwLvTL8QdJjZG8wJJ83b7lehalIzajfSOmw+fJ/6GcV8/mjVGrCqlrrv8j38pvVpTouXu6bfM84v/N8PMqxbXkkGEYVqjT4rPQ3OqyI17ejOfvEegH9TWJ4luxear5duMmHC596sjSZUQyXj7BGhO3rgDmvTjedOEpuz3Z5UrRqTjFXWyOns9Kkv/g34vmVGbysnP8AuoDXi2if8izKfVJDX0/4JdZ/gN4xli+5JDcsPp5Ir5a07fF4RB+bBg/nW2Oj+7h5tFZVK1So7bRZiIgbbVrTt7aFqqbvlWSTaKqIOUrRsfl0rVx/00b+QrSsrQXqvzHh/em/R/kcyImp0ts3n7V+9gGpwKvCP/iYf9sRXbOXLY8xRUtC1D881tjtwa6fS8/8I4Yt25Yrh9v49axPDlmby6SJX2dWP4V0+mweXpV2m3bsvHX8q8mclDmh2t+Z7dKEpOFR9b/kZlun7yrutpt0m0P/AE2qKJcP+Jq54gA/4R2M9/P4/Kpcv3sTVU3GhU9DtfBp36FEF/hk/mK6mIbd/rXJfD1t+jyD0cGu5t4hvzW1V62M6GsCxp9n5US95DXSwxtsXzfvVmaeSz/KOK6DivOrT1R0RVkQhKeT/d+ak+9SuVQfM2K572JnG4m1qozbF+Z+1Yur+ObGycw2268uf+ecXP5ntXC6nq+oak7NqM32S3PSCNufxNbQai7scKEp/CdZqnimys98MR86TptTmuOv9Wd42+1v5MR7dXb/AArJnvdq+Xaqoz1b+KsqdjnLNlz1Nbxc3/d/P/gHTy0qfTnf4f5v8Pn0ludW+zjGn7bfP/LQ8k1g5l8zLlppG6Z9T0q3Oe/T+dV7CMy6hbJ90GZck/Wu/D8tNPlX+Z5WLdSslzvbZbJeiWiM34mawscVl4asT/olh+9uCP8AltcuMsx+g4FeexylDlfmrofH8Mlr4u1WKTdjzMr7gqOa5nFe1SilBHy1Z3qMkdN53M/BpP3eP4mppzVuOOPKps525rVGJRxv+4jNUqWk7j/VbfrWvHBx/dFThAta8iKsYjaXc9lX/vqoYvlkIfqOPxro6wNRQpey+/P51nJWEWFWuv025OrWDn/l9tB+8/207P8Ah3rioJOzVraJqLaXqVvcR9A2JF9UPDD8RXHiabnC63R2YWooVLS2e/8An8jqptMg8S23k3BW2vY8rDP2/wB1vY1yPiLT5NNuPstxt81EG7Y2R0r0q10O4ufEX9jadE01zPMsVui9W38r+hrgvHED2/iG+tH+aS1laJ8eqnaf5V5uBquVTlT03PTzCnFRTcfeWl/QztD/AOPaX/rpWnWTosixLMjtjPIzWxjdX0VP4TwkNpQOaXbRW6dzNqxy12my5kTtvNP0aQRavbM3QPRqQ2303+9VMEoQy9VOa45dUUnZpnczXH2dHPYVzkkM19A95eTMB1RB0xW9DPHcIrryGGf8aqwR3Ok3KtZ+RNbhshZ+31B615kHyvY9ysvaJPdGXplvcMW+wNvkHPln+P2r0Hw5drqNkJFG3nDr6GuX0qQPrKyWq7d1wpUJwMk9hXb6Hpi2/inVrWDm3+0jGOme4retVSVn2uceGpNyv52LWq6D/aFm9tIpUTp+7b0cfdNaXwrvVuNHNtcSKt1BKySIeox0rqr7TV+zLK3BiO4Y9q4vwvZpa+P/ABLB0jwsw/4FzXkqsq1OS8r/ANfeexUo+zqRku9v6+4k8Vq2o+KYLCD5sFV/qa3Pihpy2HhKPai8SgZ/Cq3hG3jv/H1y33/J3Ff5V0fxqtGg8JQlh96bj8qirV5MRQoryM4U1KhWqd7nzXtqu9XCOKqv1r6Y+aG2kZe4wvpVOdNk7pWzo67tQx6qaz9Uh8q/kWlcCl92nh2qPH7ytLSbf7dfQwf89DiplJRV2VGLlJRXUij+YV0VnH/xKXP1q54q06y0x4YLVNr45qxaRD/hG2fvzXLTrqvSU0tzslQdCq4N7HOWrpEpDLRUDDmiu5QRyKbQzFSxCmYqaGudKzOqfwkkac17R8DbPz9SuTt3HivHYkNe+fs+D/TLmvKzV2wkj1Mp/wB7idb8RomgmZV+VDF0rw3UkeWOT9K+ifiVab3U+sRrw6ewzGxFfN5dJKCPr8bByscXY2MjD/SUUEt09q3vA2kPc6tf3UaboYGCY9CatJZBe3NdL8Joi48RmWPo0JZv9rJGK9ypV5qUmeHGioVII9f+Hvhm3vpbJ7i3jkBmPLLzx715Z430HPjDWorCL5zcP8v0r6F+GUA8q1Kj/l4avLdRtPtHxE1navSaT+VeZh5tKTKrpSqpHync2cthcTQ3SeVMG5U1nPbh5Grs/iNbGz8V3SN8pKK1crChZyW/u19RCTlFSfU8Scbz5SmYZU+781KHXo3WtFlAFRS26P1FaXFLDtL3WVzEG5T5a09O8R6ppjKI5mmiH8D8iss2zp/qiPpThI68OuDUuMZ6PUzi6lF3Wh6jo3jnQ9QRYNdtprCT/ntF8y/lXfaTHcMiz+DtShvYuu2Nhv8AxU187JmUN8mfevSvDPhGb/hGdK1mynkhurydo1aKQggg8V4+KwtKnG6dr/ce9gswq1Jcsle3yZ6Frmq+JNShFtq9zPJDH0g27FB/3R1NZawSusCMrK47dKoaP8R/EFrcX2m6/p//AAklnYy+VI+w7l/4GB/OvQNL1jwh4tCR2N59hvT0tb7g5/2Xrx6kKtHRx+49yji6NR72OchR2LrKNu3pmtewBMqfKylf4xxj8a39R8Jy2p3XUckQx8jdR/313pttb+RDj5c9yO9cLqKS0PT509jo9D+Iev8Ah1lHnfb7Uf8ALOXk/nXsHhX4oaL4hURSv9iu/wDnnJ/Q14A8X92mR2YlZt/bvVxrSieZWwdOprsz671HxNZ+HtDudY1SaNbKzQM7luuThQPck15l4r+D1pceANUtdrPfayXur+V23MZX5U59E6V4jq8Oq6lBYQ3F7Pf6dY3kd2lhK58qR0O5d3cjIr3bwt+0N4f1qQaf4tH/AAj18/Gbj/UOfQP2z713KcasPdf9dDw6mGq0J3auj4p0l5UgutNvfkv9KkMMin06CuM8df8AH1Z+uw17F+0XaWfhv4qPrXh+P/iXarZq8sX8LsDgsp9+teKeKL77dPbuo4Cfzr2MP7yUl1MK9ROm49T1D9nEBX8XH+M2sSj6FiT/ACr1vSbEQXkl25+6QdteU/s7RBU8TSf7MS/zNeq3upw6fazSylRGFyzHgACvnMwbliJpeX5Hv5bH/Z4nsOgy+fE5X7p+7SXpL6Xqu3+GIZrzX4e+OdM1xHttD1u0u7tY/NeyjZvOC9C3PXHfFdhaeI7STS9bgu7lfM8k4P8AT8DXJBypJU5xaHKKcnKDUl5HwNrAD69rPr9rkz/31Wd5YxWnfxH/AISTXY1OcXbfzqlMjRcNX6DHZHwslq/Ud4NspNR1h7aAZdouPwrspftuiSfZ7yPcvdH/AKVQ+DKbvHkYZcjyWzXpnxshj0+501IOsm8n6CvLxFb/AGqNG26PTw1D/Y5V77M5azuo5ubBsn+KB/vfh610GjW8V5cBcf8AAe+a80ikO9dp2nsR611OleI3ikQamrZX7txH98fX+9XNXovlvE7MPXhze/oeqJp0ojKXEf2u1PG2Rcn8f8ai/wCEdaP95okvnxD71nP94f7rVoaF4ohv4EN46yp0W6i/9mHY10L6ck/7xDn0ljr5adSpTlZ6H2EIU5x11ts+pH4P1q3vN2lalu5+6kv3h7e9dNH4PtmfPOB9xg1cZfaasjgX25Sv3LmLhgfeuj0/xDcaUqDU381B0uB0I/2q46kbu8OoNzp69DP17QfsoP2hd8R6PWXoms614XleXw3N9otk/wBZaydPw/8ArV6rZz6f4qt5o7Z1kj6PjtXH6t4MvdIlaSBvOtv4ZB94exH9aVOvy6MmThW+I6vQviPoniOwuTc7dPv44j5ttL3wP4T3qpoutWsXgjzLVVV5t52JxjJrza80aDVsmVPJuF/5aJTtG1C48OollrCNNY7/AN3MOcZ9a0qxjUj7u5lDDunK72O70Sd3tM3UqsYATj612fwC07eNW1I9C2xT/OvPNSv7fS9JuJk5N0cRkdOa9r+Dln/Z/wAO1mPDTFnz+FdeWRvNzZ5+aNxjy92UfFx+13F3J1G7A+gr5F+PEG21baPuyAmvt+LQIdSsf37Mjy5O8enavkT9oLSfsVnqA3eYsXAb+/8AN1r1aKcK8ZvqzgbUqM4LseAWR3W6GrFZ1lPGkGxzirqy2yjLz/8AjtfRo8lE565p1zA1q6JLtbcgf5Oevr71A53D91uYf3q07i3kUQ3G/eJYfk/2McYqfhHsOsJ7dImXyZ3uD0x92vrj9nTQ5JPhXrd5Bb7zNeDkMN2U+8COowK+P7dpkIbzWU+lfQ/7K/ittL8c3mm3tx5VhqVkTIHb5fMTof8Avk4pyVyajajoe46/plprfh27tL+LzYSA4xwQynKkH2NeQfHv95beFRK8kMfmTYlj48t9o2k+1e1ube409xZyK6EsFcd8GvFvjZY65eWdhfaCFl/sZma5tdu5pEccnb/EvqKyw7SbRniE2lY5a8u7aXQ/ChvWWHUlimkUpHiGYH5fm/usa6Pwfv07wP4nupdyFv3Kj3PHH51yXiyW0vLfSH03ZDJHZgPZDsOpK+o9utbtvceV8KLOPdzeXLSt/ug109bma+GxiagG060tZbht0KodoHUMR3r2r4LWRtfCGmeauHukkmPvlq8O1C31PVLGwiX/AEmWZT5ap97noW9sd6+ktEtB4d0vSLb/AJ9bFR+OOahbGs3dnkfirT20qac/K0bynZ6/jXn1zO7Bz6mvVfiTN/pNtuXmRCxrzKb7ldNBcsDnqJzkZce5nwi7jWhZ2Teer3G373SqUC+VI427vSuk8P6Y2sahbWKr808gUf1/StXJR3MlT11O41e6Pg34QXcqDyr7X5vLiPfy+n8q8p8LbU1KzHYOv6MK6/45a/HeeIrPRLM/6Ho8IXA/56Ef0FcL4fk/02H/AHv6itKeiOSp70j2/wCK83ka7pMqfe+znYT/AAe9c757/wDCtLs7v+Pu/wBpP+yDWn8ZQHu9DPrbYrJlTb8LLPb3uyf/AB7FRF6GrjeTMnQ7CS/1CC2+ZQtm7fP0wf7tdf8ADBzZ3D2ztk7mX+tQfC/TzqN/dXdz80cMQt4z9OtVLK/fRPEl47xtFH9qBjz0K5wa3puzuZ1FdI9lBpahtAk9p9oWL64q0YROYvKPlQ/xsnWvYjj6XVHkvCVOhHUlRyRGL7YEm88woGix/Gf7v1o0xZr61e5mjZCGx5fTGPWtPr1G25m8JVb2HA0EUui+Td3qGWVWj3/Kd3HHrWnealp729zIqszW6l2VF7D36ZqXmVPmtY2WEm1e5l09Ooq7b/2NeeXi7kt5JUDASR5HIz1FWo9B89PMs722uU6ZEmP51vHHUJLV2OaWDrRexmoasLUz6Le2/L27Y9RyKgA9VrqU4z+F3IcZLdWFqakGGpagRHU1Q1JUyGxydalfqahH3qcTxXOzdFe4NcT4rhVWtpm73KAk12cxrivG526bGW6faUzXPU96DN6ekjmtYtpYLmeNRn6c9ap2nm71DK3/AHzW1fykPIf72CtU47l152cCvMWx39S6j7Uq1blpeEXr8v4k4qrFc2jWwLeb9tL427Rs2/Xrmt7w5bCfVLEMVx9o3OnoEGaOpDd1c+Wf2u7w3PxBs7SKXP8AZtl5Wz+50/nXztp4kuNWtrbZ5rTNtUD3716j8fdRW/8Aix4nmXvIv8X+zXD+AcS+NLH2yQfoKzqN3bZtCCbj5nVeFIJrHxdZWFx1glOPoVOK9W8TWYnl0gv/AMsrnf8AjiubutI3eKtF1SIfMjmGb6EfKa6/xFOkH2AurN+/A4rx61TmcWe1Rp+zjKPmcT47uP7NjtJouZI5t/5dRXO+LNOhm8jU7Xmz1JAx/wB7H9a0/iaVn+zWkUv7/cXkx/Ap6D8az/C5NxYTeH71/lI32pP8DV00Vz0PZrd6r1OWunCtzvZb+hmWdmyJ5a9Y/X0qRLOOdt0oXzOhJ9qs2lvqMU7/AGiGNJo8r5fZgPeobdNSmvZrmKDeh+WSJ+Bx6e9eM5yjKSk0rHqKEJxXKm7+XQxtH1HxRp07+I/DUsthHp1xsWSKPdscjoQc7uDzXf23inX9Y0qwv9Q/0eWbPmsI/wDWP689M9awPD2pa/4bvtRl0mD7Tps7h7ywkXPzdFZR1yPUV0n/AAmnh/WrH7FPPJpF8Jd3l3MfyfQOOn4iujF2r8jUFK2vocmEboOfNNxvp6l1p9O03Slv9VMcUMahnkZfmZj+pJrnbf4k2GoT3EMtpLbW8kTiGR+S5x0IHTNVfG1u+q6TaRRXFsv2X5ogJMrNnjr6jtXIvpsVtplnbMyf2sZjNI4k3bIgOhxwAKeHw0HFue9/uFicTOMlGnt+Z9R/DC4jb9nXxZ8/3YbkEH/riOK+cgG/4R+1Td8hRMj2xXrPhXV/7J+BHi+GL5VlkdVz/tRAZ/GvKIpA2gQDuAox9KrHSvyW7nTli0qJ9V+pkzW5Xyn/ANrBpLRx5WrW3fzv0IrRaIXKRp9zdIBn8agksGstb120Z9/lSL8/TdxUqopwd+n+aNfZ+zqRS6/5MyHtCskyfexgj8aviDZqwVh/y7A1Y8n/AE/Z/e21o6jbrBq9q+OWiKD8DUyxN2ovqmaRwbUXJdGiXwpCratCF+X5DW7BHtsbv/sJTDH/AAEVR8Nwqmpwbevzfyq5aZXTNQ3df7UkyT/uivN5uerP0X5nqcvJRpLzf5Ganyv+JqTxNIV0OyTt52f0pn8TU7xJ/wAgaL/rp/Su1fxYHHV/gVPT9Udb8OLlINIuZJfuJt/PoK7/AE+589zvHzkcEdK8M8PXciRmJXwPvAV6HoGuNZp5c/3P616M6PMuY8WGIs+VnrVgNkI/hPenT3KxCuCv/iDZaRbDcfOuW6RDmsJ7jxN4uGX/AOJLp59PvuP515zoqL5ps9OM3N2grnaav8RtP0h/I+a8uz9y3t/mfPv6Vyl7fa/4l+fVpf7JsP8An2ib5yP9pqs2Wi2mkQbbKJfNP3pX5Z/qaq3KM5/fv+Fc0qkE/cR308NK15lRTBZR+VaRKB61QuJHf72KuToFGV/Wqbjd/DurDnd9DrlFJIoz4T/GsuSRicJ+ddBFpFxfyYghaY/pT7jSLHR2/wCJ7cedN1FrB/U1uqkIP3jn9lOa93buc3ZadcahLst0aR/9mtwaPY6D5Uuryb7gHclrB97I5+b0FEvie7nTyNLVdOtvSLr+LVk+QM75X3uerGuapipt2Wi/EuGFpLVrmf4f8E9k+Ofwm8Map4f0X4kWNwZfDsdv5d/9h+bIK/um4yRhvlbNfJ9t4R1a/jkuraza308bm+03PyLsHfnkgV7V4U8Z6t4Kg1q10CSJ7LXrc297Z3aebDJnpJtPRx2Ncn4h8H+KpPh1cavbbtS0eC526zdRy75oSP8AVLIv8MXoRxnrXr5TiPZwVGUr7WufL5lg5xm6jX3Hk+d4xF8yj+L29aWP9wd7c0h+Wm5P8VfSnzhuW0nmwo3rU9UNPuI0g8p22nPFWxIjfxVrcodWRq0ZZ0kUexNa+RUcmGXC0PYDn1Bxnt2q0g2p81WHx0rV8O6Sl68+paoG/sfTcNcEf8tG/hhX3J/SuSpUUI8zN4QcpWR7RpGvt4V+LHhvU4vn2paBh03B4grc15J8T9PuLD4h+I4rr5XmvWnVuxRzlcfnXT+HvEQ8barDp3iJPst5NN/oM8K/6v0iYf3cDg1T+MDRt49ntkHz2VtFbu3qwGT/ADr5zL4ToYpUprXl17aWPosxVOvhvbwd1zfO7vdP+tTzsWjt90fia6OL/VIPQCqX+9U4lVE+avrYqx8unYeRTCRVG41iCL+LefQVTfUr2f8A494dg9TVKSQGVcTvLcyyP1J6fSo+9Wl0yZuZGAJ5pJ7R4uW+b6VlsSFnqE1icKcx9dpro7fV4bqP5mVG9C1cl92ngBh92sZ0oT6G9OvOnsdvpV9pvh2RryKZdU1g/wDHpbRL+6iY/wAbN3I7AV6D4I0yW1nha5bfPKxlmf8A2jXjOn3X2KdJdqsB+B/CvYvCniO1uDDJbyq3ZlPBB964sZBqDa6noYKpGVRKWh6dfJu0uX6Vw+hxiX4ha3t/6BsGfrXR3GstJZvD5SjPfdXM+DrhJPGHiS53KAPLgBPsOa8CjGUYTb7P9D6HENc0F5/oyz8PTs8f38TdSjY/A12nx/jP/CF20idBOAfxWvO9OuP7J+JNvNn5Gn2k+z16d8cpVf4cbP45JYse2Oa0xSazDDz72OGi19SrQ7XPlRqrSfeq0arSV9cj5Qs6EN2qwj1yP0qHXU26nLVvwyhbXbUL3b+lO8R20n9ruipzWbfv2NrXpnP+XurR0t3064S4i/1icirNtoU8p/eDaPfit+30ixtxm8uF+gqJyi1ZlU4yT5kYl9dXWtah9olT+HGB0ru7HSG/4Rch/lJU1j/2xptnxaxbz6musiuDdeFZpF/uNiuWT5IqKVkdlOPPKUm7s4ddMs4Ri4my3tRWK7M5or0de553MuxBtqaEc0zFSQj5qyOuS0LsdevfBHWYtL17y5Xx5vAH1ryDO0Vc0vUpdPvIbmLho3DD8K5MXRWIoypvqdGDrOhWUz7N8bRLLYbv9g14h5O8P/vV6hoviCbxf4M+2yQ+X8hwK4SCwJikb/ar4egvZKUJbpn6Fyqsk4nPzWirt7VqfC9CumeMJOwmtwv5nmrOoaeP7P8ANVfmpfhmgTwh4qfub+2/rxXr05c1GXyPKxMOWvD5/oe+/Cr57CA/9PTVwul2f2j4g+IW7CaUfyrt/hD/AMgyE/8AT01c94Xj3eM/Ejf9PMv8xXA24UpnOtcQj5l+O9j9m8ZptXHmWin9a87s4ywuPp/WvYf2joQvjGwPrY/+zV5bpEHntOn94AfrX1OFm3hYs8ydK+Jsh32SP+wbm4ZP3qygbu9Y5Z0bDr/jXd3mlpb+ErxvvNuz+ornPEEW6/iP/TCP+VVSqKTfqdeIw8oJPyX4mUhTGf0q3AVZdjR70PaqlvC0sqqOtaVnA3m/KvTrWklYwpc0tWVY8LHLtGOvFfTHwSt7eT4dWk91z5M0hUe+etfNJ/5aV9EfCyQx/CiAJ95pp8CuHMoqVFeqOfAtqs/Rnpv7KUCXLfEJpUVxLqaHlfY1kftD/B3QrDTJtb8Mab9n1W7vYw/ltheeuF6DNdL+ybC0Vt453Db/AKdFnPrtNdN+0DuXwUzpuBju42yOvFeZKTjitP60N4a09T5L07x74++FssdlqlvO9iVyLa+j3I6n+6T/AENegaR8YPB3iCJjfwS6Hff3I/njP0rZ0r4s2Os2dtpfii2g1hWZYWR4QJMn5QSh4/EVS8U/AvwR4hv7m28Naouh6tExDW5bdHu+h5/KtKmGpVneceV90b08RWo/C+ZHTppH2+xGoaHcRalYn/lrBzj/AHl6qaz7f5Pvr1614jrngf4kfCGV7kLdvYf8/mnyM0f/AALH/swq/oPx8uHkSPxJaRX6DhnjURzfl0NcVXLaqjem+ZeR6FLM6bdqnuntm9MZb5QO9cFqOs2+ptNFe2kc9qeFB649c11eiaxoXjO1ceHdUiFwR/qJPlfPoVPP5Vy2r6DdWa3cl7B9j8nJ56EDmvLpU3Sk1LRnuQqU60bpnnnibT55bRNN0zUftNtA5eOyuG+aMn+4x7e1ee3UHkl4p0aOYdVeux1HVo76Xcn+rAwvv71xep3TS6pPlt3TFfV4Xna5ZHyuPVGL5oKx7B8B5RFYeL2/upG30HPNVvH2uG90iayiLeU/U+pH9KqfBicxWHjDnAazUfqaztdy0CBulefKK+vSfa35HfRk1gLnnXh7W5PDGuabrEDzRyWc3mh4mwxI/hz6Hoa9uuvjX48v1k12WHSrPTbgM66dHaDO31LdTmvArqP/AIlcLdjdyCtq68bzzaNDYCFN0KbFn5yVHHTpmvfrUFVa9258zRrqipc0mtNLdzq49Ak8RxP4h8L6ZLJFfMTc2ttGXFrKPvf8BPUVzGp281vN5dxFJDKBysilT+tXPB9xrFvpc/2LV5dNsC/3UmZQ749B7d60W1658T2dzpGvFZ7uxjM1ndfx8dVJ7gitUnCT7HPeM49my38Ebf8A4uEN3a3c/qK7j49N/wATfRB/0zl/nXG/CK+Sz8c/aBDI8UcLea6LkJ9a2fjHqcWo61aPAcosTfzrxq0JSzKMuiiezQkllkl5/qjzvNdBo7xaj/o11/rf4X7iubPylaejtE4ZDskTkEV6E4cyscNOfJK9rna2txf+G7sSW7/K3/fL+zCvUfCvimK/wIH+zXP8UJbj/gPrXmNlcLqelq8/7xTw5HVCKbokSatJLbWs2y9h5TPAkA7j0NeHiMPGvFuWjXU+gw9WdCSUNU+h9Ixzx3SYdfLb17Gq9vpUy3G1G/cn7yEcfhXlejeMLvSrprXWlYvH3b72Pf1Feu+G/EVldRgI67m6fN96vmq+HqYc+go14VF7u/Y3/DvhafS5JLrR51hWX79u6/JJ7+xrqo9RRsx3qeS6r8yyenqD0IqexkhlhAgbdipLiziuo/LuI1mT0NeU5OWrOeesjgp7jTNSuD9gZfLPAPTP0qKfw+MMmeD1V6k8TeDJreRrjR4Fa1x80Uf3gf72O9U/DOt3DXK2V8rS/wByTbyMdmFbPWPNFnVCXu3Rj6joN8sUFpFzaeaOPTn19K9/8L+IbSLwvFpWVjliGzB7+9cklhb3WN3yH2+6aS4iW2/e3DbAP4+lVSx06exx16MMQ7s9tsUVYo9vQIK+Y/2l9LtE0bVv3KgPjyVH/PQmvTdC8dTK8a+c1xbpxz1215x+04t5r+l6JceHYftNibkm6C4B3BeOtfU4avTxriqe6ex4FSlLByl7TqrHyFYWEc+nAumyVWKP9QapXdgIPu9GbG2tW0uJILq9hni/1kxbAbOOParVzp19f24Sz065kLEbX8vj8K+mcGjyVOLIDZlIBu69wOlWN7rFZx7N8J3Bj6HFdLpngjxDrMGzTbD7aVwsjRzKQD+dem/Db4N64t5rVn4vsbbSrS50qWKCW8uYx+/P3CvOetYyel0aK17M8GiSu28DXkOieLdBvrj/AI9Y7xFufeJztbP4NUp+FPjLTi4vPD1wpi++wwV+qnPINWB8N/FssHy6HcbGHTzE3flninzJj3PoK5Fx4V8Q6jbWhknt47lleB5OqfwlT2O2u0SysfFFlFcW0uy5iGIp9uGH+w4/pXmMmqyXl3bw37f8TODTbZL3DZHnKuGAI69s1v6LqklrLvT5HHV+2PRh3rzbOMza7cTzb4tfCzUoi+qaDbt58KlpbOPv/txf4V13ww0+z1yw0YNtuorKw3yxlc/PnBDA+9ey2d5ba3bot0m2Qcr/AIqaxPCHw+i8Ia54hvrebzbbVnDxxbf9T/eX8Sc13KblHlZy8qjLmQz+ydN0uzvZNOs4LTdGdxjjxVe5dvs6bu0QrS8aW8GneFtSlwfmZI09ssMVR1iMQSxQ99ij9Kim7XKm1I8b+K1xu1uCFfl8m2BP1NeZSTs0qRKzZPNdr8U5w3iq7C/wIq/lXnZuFWb3HevWhpBHnt3k0XTu88GB8HvXpvw9K6Taal4kvf3UWmQnaOu9yOleW208zyKqQ5y1dj47lj0XQdO0K1mYzXKiW7HbPXpUTeyOlcqi2cFqt/Le3L3t4264u5GmkPuTVvQp9t/CaydVG2GBu27FGjXG28irWMro86Ssz3/4tYltPDk/UGA/yq5o2m2+rfDuz0qeb7PLNGXic9ju4rI+JF3v8E+HLgc/ucfpXRaFpzXXhfS5WlxbQWoOxPvFuv5VjGTS0OlxubHgfSho1glkp3urHe/Zyeprza41x21S9Dt8nnHb7c44r1bQ5E8pZIn3x+Wz5/CvAJN0t6+1uWlz+bV1U3pcwqLY+gZZHi8LqIn8nzPLQuOoB61T0C5urPV/7PlummikGYXfqPY+tTa2/keENzcYaHrVLw87T3mjyvyxTk/nRIIbXO28uKV1F0FtZt3yTD/Vk/0qjPaXkWpol4dlvJ1PUOPwrk/Hd/fwXnl2Fy0GVygHc+9Zmi+NNdudLn3uqvZtiYFcqfQjPSpKULnoOoxWWiaVbyXQaGKdyuz7wAzxwPWptL1K2ltJdPsp1KciWF1IbB7EGr9vaW2s+G7Y3lpJNMUQkj1+9x7CpLbQvIlvriL7913dc44AqXJdStOpTsNEmRUitR5sYfcBu54GMVe/sqWJf9MtGVfML4C5HTHaki0+a3gvDF8sjMDFsbpxzT49X1Ky0CGeeVvthcq0cq++BQBG9xcxf2eLKaVSikOgbjHbNa2nrMs1sL1Y5hdZw3XFLIZlHzwxy7VG7HHJrMuLyC3j8x4ZIiTtUDPJ9qabRMlcvXtii3zxwdlztrOeMqcVftkPlQ6hPI0fz42P/I1ba1juPNabdE+eK9WhjXBWqanmVcMm7xMLFPqwcI+12+Yd6iKD1r0+fmV0cDg09RopJGwKULio5OorI2K8hrg/iJN5en2y/wB6bP5V3clef/EjDWmnx92uOtc1R2gzWG5JrTR2dhp5b701uCXPFZVtcRSo+T17Vo6w73Q02xupVleCHlwuM1T+xeRt2p8rHG70ry6Tbgj0Zq0mhPsjM6+Qvm7l3YTkgd8123w9tla9uZ5RujtbN2P48fyFchc2H2WDdA8nmDgnd2rr9I1GPQfh94s1hnVPLtHWPtyIzj/x41pGVncynoj83vGeorr3irXtU/5+72Vl/wB0Nhf0FZnhaR7S6+1wf6yKUFfw6iqP2lfLzO3705Lj3J5rY8N2jNa+c3yLvJJNc6e9zaS1XKe72Ei6jJYTQfMrNvH5UeJbubUru3stIiW5ms5hLMH4X2GfXvXK+FLDUNZtPJhMltaB+J+230WvTtM0y30u2ENqv3e55JPqTXjTtBn0NN+0Rwmr6BHBGt3eSeZqEj5Pv7Aegrlrmwkn1OKG1bF5JjyyOufwr0nXtNht531C9l/cHt7+lN+GWrlPHaCHSFnN3AywnbmRcc/L6Z71xYnETw2HnWguZxV7bHRSoRq1Y05aXdiay8Jw6jBD/ausR6FeyL+8TULR9jsO6tXNapBYeFbiZJ9Vi1Z5HGUtlwkajqdzclj7CvbvEOm+KdWvWjl0dI9PiIZA55B7k571j+Ff2b7TxLrGp3fiO7uSRqcLNbQgfPC/X5u34V8Xh8wlXk54qe/RWfyva59JiMLHB0U6HR29P8zhrAaR4xZbbwlD9g1BrhFELzDfKD/EPp6Vvaz8JtDvfipeeGZ996r6Z5kMkygssuzODjH513Nv+zPZ+H9V0K7tL2USrq7sV3dIVY+WAf73rRZRPP8AtMiQtmFJpIAfXEOMGtVXlGUlh5SSUXvv0+/9DlnarBSqxW/ydj5U1TwSunb30y5kj2nY8EvK56cGs/7BcaeHe201Xdv9aQ24mvU/iV4fuNO8deKNLLSeRDes6KF/hb5lyfxrh57iezZIztzIMLIa+ywuMqVKa5nds+fxOCoQk5RVkbdpcP8A8Kd1+PbgfbFP/jvSuP8ALEWlW7+qrXZy2/2f4VeIRu3br6P8ytc19hN1pMMadSiEZpYiokk/M6MDRl7y62IrSHzrWT1D4FULK0mXxBrMMp3fOAWPXIrf+xm1tCN+9yM/iKjEQ/4THV/9raT9dorkhW9yo12/VHpVKLVSkn3/AEGwWyi8RsbnGOam1aMNd2jn+BD/ADrTtbVJVl4+7giotRhDSwbl/hrgVa9ReX+R6sqFqb+X5laK0lmuc2q/6v5js60mkk/8I44+8f7SfJ/Ct/QBsmvH7CP+tZ1laiDStZVfuRah8v4rmujDVrynD0OXGULRp1F3f5GWBu3bu1P8Sf8AIBgf1f8ApUX96rusw+b4dsx/01r1vhlFs8VtzpTXkc5p29IoZs7Pc9/auz03R9W1fhG/s20PWab75H+yvWtyLQbDQdhWHzpigIZ+ccduwrX02UyrJI3BzjPtWM8wk0/Z6L8zejlVOLXtpXfZf5jNI8PaToTq8EP2m573E/zN+A6CtuW8Hzc1SxWpp+jXFwPM8tsds15spSm7ydz3I04wVoqxl5mujiFMD1NJ/Zcrfe69zXZweGyozKVQVn6rf6Ro0bebMssg7bs1akjKUGc5/ZD+m7+VVJP7O0s771/Of/nmtc54j+IDXG6Cwb5fyFcgdSlnOZ2Zq05G0ccq8YuzO31PxlcSIYdNC2sXpH1/OuXkcud87MSaiBLNU0cIY92PoK5UoxNXOVRXYCQfdTg+lTRRmTl2o+Il5qfgWysNNsriKODV7GHUXaGMb2ySAhcjOBjkDisnwP8AEmxs7tU8X6b/AGlCW/dyRsFYH/aHAYV0U8FXrUfbU1dficH9qYenXdKpdW69DuNE8Kan4gPl6VBmLoZm6f8A169R8M+H/wDhVNlrPiHUNTVNHj02WDU7KZd6agpUhYyDwPmPFZVp8d/BtvAscsdzYRjC/wCpG1PyrjPiF4x0P4t/ETRfCEHiCLS/A1n81xfStsS7lAydp9x8q5p4fAYiVRKV4rqY4vMKDptQs2zz3wb8MT4i0WXWfEE/9mWlzn7BFGuZH+bkhT/AO1PvfgvqYul/4R66s/ECbdy26SeRMQOo2t1P0Ne567byvLayRWccOm+SIdO+zYeAQJwqq44Y+vvXOeI7B4fDl/c+T5s0UZZAOCCPQ9a+ijiKnNe+54jwlJQso3sfNd6n2W9uQ1s1m0bkNA+QYSP4SDzVzT2lvV221vLcP1xGu4/pXovji0bW/g1oXiDULZf7asdTFjNqO0hru3dCyKxP32QjGaxPD7w6X4T0e6g3Q3F355kl3Y3lXwPyFegqvu8y72PKVO0rX0Oee2vs7VsLnf6eQ/8AhVnSLTTIJppfGC3sUcaZhtxGU89v7u7tV+TxTe/2p5lveXc0mzHEzVfjtJdXH/FSu0NjPxJO/LR/7Y9cVMpze/4bmkYRvpr67FzTfhRD9jTV/G3iGx8N6PId620beffSL1CpGPb+I8VneLPEljfNa6R4Xs5NL8M2OTawO2ZHb+KaVu7n9Kv6lA2kXNr4c8cCOG48n/iT+IEbdBcW5+5ubo0fow5Xoa6X4f8A7Ofijxbf+drCNpWjRuftF7JjG0f88+zZ7HpXlSlGnJ1sTUvbZdPVd367dkdvK2uSjHffv6Py9DhvBXhbUvEHiO3XS0k/cHzZZxwIgOc59fasf4ga1HqHjfWbqzk8+KSQL5vXeyjBOfrXrnxs+Ivh3w7o0Pw/+Eu2Ozt8/wBpajC2TISMFFf+Inufwr57QfIvpXRhHUqv281a+iXW3d+pjiHGEfYx1s7tllryXHHy1Vmnc9TmiVyoAqqZN1ere55Ze0+NPK37fnDda0NtZNtd/Zw+4ZzT21SRvuACrTsBq1UvMeU1Zb3k7H5pG/Cu80Dwdp0dvbXvi++kh+1IXt9Ps/muJEH8TE8Ip9658RiaeHinL5Jat+iOnD4aeJlaOlt29EvVnn5jqewtTeXVvbKcGVwufrXqQ0Lw5dQYGkXUOejG73Nj8sVzeo+B5YZhP4cla42fMIn4kGPT+9XDTzKjUfK7xfna34NnqVsmxFGKmrSXle/3NI7zSPFfhfR0i0TT/BWm36Q5We81P5pZ3HU8fdHpVDX9A0rULhNT+H1tJo2pxrun0x5NySY/55E/+gmsLw4I9Z1a0k2+XP5gW8h7hv7341634h0GOxljaNfkZc/iPSvPhQo0K14ykpPV3bafqndfdb1Oi9StTu0uRbWSWnk1r+ZxXhzxXFqkHlzjyruLiWM+3eqHg/VI7b+1552/1t45J/Gk8ZaA5t5PEGjbkvrT/j+CfxoeBL/Q15nbS3f/ACwMmN4ZgOmfevUo04Ti2jgr16lOaT1PWNWvku7pb20biFhyK7Px34sTxD4Bjj+XdHjP+8BXkp0jUYo/tyr+5PPHp7irHnmfSbnb09KirQp1HCXWLFTr1I88bfEjmqhapSRiqvmBvu16yPKNTwq7p4itWi++rZFanizVXXV28lMHqT71l+E/m8Q2/wCP8qm8Wrt1M+6n+dc8/jOiN1SZnf2jd3D7fMxmgwTM7Bwz470yazltI/N9K6nwbM9yZvN68Vx1q/soOcVdI6KFH2s1CWlzn0iC/wANep6HHv8ACsg/6ZNWNr+nQRlpNi/drpfDabvCx/64tXJ9ajiKakkeh9V9hUcbnkhUhzRViWH5m+U9aK926PB5WUsU6IfPT3HzmnRjmszrbsSlOgqxMnzIFqE/KVPvWh5RV1NY1HZoqkm72Ppv4dJj4bQfQ/zrPSDak31re+G0H2j4dWyeqn+dVLi0aAvu/CvgKrvWn6n6PhF+6XoZF9b7tBkO3ov9awfAn+j+GPFkbdXv4OntmvTtStw/hSYKv/LvXmHgcBfCGtH7x/tBOfXg124abdGfqjkxjUq0L+f6Hvfwe/5A0R/6fG/pWP4QTd4r8SH/AKe5P5itX4O/8gKP/r8b+lUfBA3eJPEn/X5L/MVFX+HM82P+8fI8E/aUjz4t0z/rz/8AZ6870fT4op2WL+JATn616h+0lbn/AITHRv8AatSP/H68+0b5tQlH92Na9zDt/VY2FSivbpvujV1m32+F9QH4/qK4jWcz3cRxg+Sg/SvSNfg2+Gr5P+mZrzm4G6+h/wB1f5VphVdXO/MIpTj6Ig8PwbtWtx6bq2Ei23159SKpeH4v+KgQf79bJj/4nF6P9r+la1HefyOLDRtRXqcew+aSvePhlLs8AaSO/wBpl/nXhUo/11eu+ArgxeFdKj/hMjfqaWPV6S9TxsE7Vn6H0Z+zTLz4+Pf+1I//AEXXTfHTK+C7uTsJot30zXG/syv+88dj/qJRf+gV0/7Q77fh3d7T9+6hH/j1ePJfv7en5I6Nk36/mz4+sI1bVYpZU34vICG7j96K1/GfinUYPHfiG3kSK8tI71wiycFP91hzVXQ3t01IRzvvP2iDA9/MFR+Mv7NXX9Vkd5Hu5LyXcqdvmr3lFN2ZyTlKKumek+AviPqGl+DdY1F9UaRbS8t4Ut9QbdFtcHcmevbiptU0X4V/FObytVsP+EV8QyruW5s8CN/9rcPlI+tedX9tAvwf1YW7+aJNatPn78IawPB2py2Eepxxt/qtLujGfQlRR7G95RdifaK/LJXJfiD8INZ+HTw3tvfx6xpMnNtqFu2GHswB4/A0aD8X9e0qL7Jq/wDxPbPG3E/+tH0bv9DXK2+u399bvG15IscnWIN8n/fPSu4+G+kRp8S7O2ukWdIcyYdcg/LkHFZ1aMakLVVculXlSalRbRhXKaFrVx5mmTyadIeTbzrtx9M1xupxpFqE4ifzRx81fSXxw0fTL3XYY7q0ibbartcLhh9CK+cdWsBp1/LbozOg6E9eazwjTTs38zXGTk0k0dt8MbsWul+J93eOMfqarardCVG3GqHhSbytI1QL1dkH4VVv3LJ/wKsvYp15SOxYhrCxivP8zK0U2KNpUmuRedp0eok3CDvH3r1n4nav4Q13QnGgvC8LMFtIoLIR+Q4H3lfuPavMvCWkRa9cabptw+yOa8kLEdcAZrsviZoOj6FodhpOltLJqrzAx26fM2O+cVvVqQ9vCHX9O5yUozeFlOytb8eyOE0uS7sNP+yzwrKoYsuOoz15qpAJItUiurpFmjzl4dxGR/dzWknhSW3i/wCJzeNaSD/l1g+eQf7x6L9OtVYvDi6jqENpbzTReaSA8jZ6DPNegnG+55DU3bQ6z+39N8pIfC9zbeE38zzZlUySF2Hq39KnvNO0PV5Ybu68daclweXQ2Up/DjtWZ8O/hvB4qsb29urmWJLW5EGI8eme9Q+MvBkHhq9t0tbh5I5u79a5pToqp7O+p1wpYh0lVt7rLs/hnRmkBTxzpz+mLCappPDGi702+NbCQH7xFhMMVzCadt+7LJ/31T7dZmkePzm+WpdSm9ivZTW56BoOkaBplwTJ40tJIn+8ospR+Nb7aZ4KmuI7hPFUcF2jZSWOB1P415ObeRh/r5P++q1tO8NxawnlW0sqXwIX73yvk4BNYT9jfmkdlNYjl5Yq56rfJ4YvfJluPFtot1Dwsv2aTDr3BFXdEs/AtpHe6rqvjuKK0sk3Na20bJPcN/CEB6nNeRWHg6/ubO4n3s/kzPCVjYZyhwetS2HgK28RhFfUp7eeCT545lBbHfavBrP2eEg7S6FynjqsVyrV7H054Z8ZaC9pYzWHiSHdMNqW95xchx/CwHH0r1DStai1LEb/ACTf+hV8wWXw78M6XcvqP2K5mijA/dG7bjHUkfxeuK968N6JFqFmlzFP5sU6Zi2dvT618jmGFws2pYd7nvUXiYK2KR3uz+98prldU0+Ce8Ny5a3cfdmjX5h9fUVpRtqenR7L2NrqDp5i/fH+NMTTJL+IvZXMVzH78N+NeA6cqb1Oum49ytBHLs+fy3/6aR9D+FZt1qFvqLvp9y7JKjfIk/y591NbdjZ3FuuJRs28VzvilEuNR8u62/cXZ6YrGO50QXNKxj3KzafcfIzbh0HevLf2i9du4fhVoEUnmW8uq6q77Q2CVQfy5rsdb0zV/tgvLO5Z8Jt8l/02t/Q1xH7Y3+hWHwz0j7jW+nyTyp23sQPzr7Lh/CKVZ1r3svxZ42fYjkw8ab3k/wAD5YEZX7ssi/SQ1oaXc3M93FbfbLnyyucee3+NUn71Z8PD/iar/uGvuJO0Wz4eC95I3Us5rGOVrWa7g7kRzsoP5Gp7aJ7qNPtD3N2x/wCes7t/M1elH7tqjjiNtCjI+9Zc7oj7ehrh5nNNHpOnGEky+jXezdPql3s6BftcjH+deheAfiJbaVIll4ngurzSei3UUp8+D3Yfxr+teWiLZk27M+370f8AGP8AH6inwXY6rjNcsqV1qdCqJbH2jHp2katbLqPhfyW81P8Alm2VkA7qfX1ptpcvbybZP8/Wvlvwv451bwrIzaPc7Fbl4X5Qn1x2Ne2eD/ijY+K0FtqwWz1jseiy/T39q5ZUpQNIyUloe36Xcm3Rdn7y2PVO491rtbC++RQ7b7c9JO4+tebaTOyRJv8A9Wejdq6yyuzb/d+eI9VraOqMpDPig/8AxT1hEp3faNUtlBHQjfnr6VV18q+rzSdw9Q+LdMjuLDTVsrnyoFv4pxEeVDA5OPTNVry4F1qcm3oZMDPtQ9GKKtGx88/Eu4LeK9Q2+38q4uDLHPfua6j4lyj/AISrU+f+WuPy4rireWXOEb71e1H4Ueat7ne+FNF+36pbhnwI/wB859AOa5rxDqf9s+IrmZTmMNtT6Cu90CY6N4Su9Qwr3N+fs8IdcjYPvfma8xmuYZT59vD5JD7ZBuypPqPSuOEnOTfbQ6qloxSRLrNvt0zd/dcVhWchinV/Su01e3L6PcDb/BmuLTGF9a0ozbTM68UpI918QyfbfhLo9z18tCPyrv8AR5YtD8OaZcXSv5b28KHC5GSOprzbR5RqPwTlRutrKy/rXdv448KS6VZh9btotsUe6LnIbbjoKiL1NTprEwfZro2pXyjC2wj0Irw7UNKbTbi2LyK/n4Ye3Nd1cfETw7pqmOy1NbmFgd37hj+RrkNc+ImiRGE/2bLMYx+6adSufwrsi7q5yy3PYfEH7/whEPm+aaAfJ1/CmeG4HS801HVlKIeD1ryHS/ih4n8V6pY2GjWMr2PnqZhbwfKijuW/+vXtmllv7XtA67cRHPfmrasZQdzF8UHfr8St8yhxkfgaztGsh/Z3iRv9oD9K6PWNEmur9tQVo/JjbJz144qlpn/IG8Rv/tj+VZt2Nkeo6BGIvB0O9vuwZ3HtxXHwautrGk0Go/aU/iCSAkfUV1oBX4f3Ii+9/Z74/wC+K+bPDFvK13ufdyhyfwpOVhwSZ9Lf2ykWkC/flN2PxqoPFlquPtsPlA9zUdzbLF4Dgk6lcS151deIZdZt3tryGPhflYdcYo0i7ImC5j2aM29xBuR/3bchu1VJ4opfs7W80EzWrbgobmsTS3jt/Aem+ezYOd397HpWITatc28mlllJfnsRVCOl0yWbUZLi0ukWGHPmLJG2Tn/61WEvbaCS4+2JPcSRnBlReMUzRI5F1AiDrnkisvxGktrebElkRGffIvrTTE1c3odT0+5/1UM74/2RU5aD/n2lrgbfXo57horUyKR/s4rqftdz/ZyXO/gnbir5mY8lt0aTmzx80Uw/KqE4tP8AnlNWHd6lBbv5VxOwk96msrxnLIr70IyKpVH0YnBLcmmlgT/lm3415r8U59y2Gz5fnJFdLqN/5Hzz7iSTXn/xAvRLFp230LVUJOV7inBK1i9psEmqaMt80nz/AHGbvkUlxEUEKNdyGQsMA/zqHwXqKNpd3aTbh5K+cuO/4VLLINSCSJ+7I6Cs46NlvVJmhd282yV1uZG2rwtZPx1vv+EV+D2h2Lr/AKZrEzZT/Z25J/DIrb0gTajqNnp7PzcTLD+Z5/SvPP2xteRvGXh/R7KJZo9ItC0iux2HccBTj12mortxpNo1oJSrRTPjq6to1W4O3cpc4P04rt/A+jWP2OG41x8wR8/Zx3J6FvUVyus3Uctw8Wnad9jjIyE8zcAe+PatnwtJcfZLaJ/mk3EY9Oa5dXDU60lGdz1WPW/tlwltZr9mthwgHBf246V0Gpa3p3hvS1vdbufJjA4Xq8h9FXua88n8T6d4aiP2fbe6p6fwx/WuC1S9vPEV19rvWae5PCr1x7KK4+Tvsd6m47PU6y38Uaj8Q/GVlBKP7P0hCzx23Uvgfef3Ne3/AAatodO+MFgC6/8AHrPtY8cla8c8BeDtR0fVbXUtStp4Y7qFzbu6kK+OG2nviva/hto9pqvxM0+G73oWtJ3DRNtbIHHNefjpxlQnydEdOHg1rPds988VlY1L7ecjmpPD/iTSdCjWfWr+306Ob9yrzuEVmHzdTVDUfDMiq0b39w6rzz3HvmvOm8H6V4+sL/8A4TB3vLa3uyYIom8kwsvG7cvPNfk8a3sMRz1Pdtvon+F1c+xlShWwThB3f9WPedJ8U6B4tu7eTwzq1nq0cDlZTbyBvLPXkV8u+CvEdv4k+NDXEA3iO+muCU9Axr0f4Y+E/C/w2sPE/iHRDerJDpzGdrm43hVClgBwOpArw39mhGuvirbmQZD2lwX+pXP86+rpuGIoVa1P5aW8u77HznJPC1fZVOi1/P8AU3v2nLG80f4jDUrADytRsUkI25BK/KT9a8IiBvIvtM+2Xfwfb2r61/apspf+ES0bWbVP+PW6a0nPcK44/UV8nRWN1aRm5t4l8pusZ/iH0r3Mump0FLr0/P8AUieqXbqak8j/APCtvEETcgXluQf+AmotLsLi6s0+ywtIFiUE/hUmhpb63oet6bfTtp8UuxkcLv8A3gztBHoelZ/hjUNQ8ISXNncTW10Z9vlqLnKow9GGfyrtxNKpUpWp/EugYKvToVuar8L0uXr7TNQt4ndrOU8cbFzU2t6Dpeif8IhqPhSa4ubfXdNJvDLGQ0d7GdrpzW/azeJ9STYi6TC7N8plvNgH5nms/wAd+B9bvLbRYNNvob7yYmuLoRt5cUd0zfMEzyw2gYNcOHjUXuVWo38/62PQxkoc0KlBSk09rf15kel2N4l9+8s5fLK4fK4qnqa+XqUNu+6J2D7UfjpWAdT8WWwNq8zRTQcfPwQf5U+w06XVrxpvGOtT2yiFhG1vB5z7j2xwKqOX1VNym1byuyp5tQ9mo04ybut7Lqm/yOy0zRJb60+0RSrsP3QjdcdjWXYf8gfxBF92SO/TevcHBGDVKy0fTtFTy7HX9WeJ2ztSBI9v0yTXWWfhmytfh/8AbtIW7YahqJEkt5IGeRk9MY45rSnhnQcpOV07W0sZVMbDE8lNQs1e+tziRAW57bauauu3w1b/APXauj/sHyoHHFYXiqN7bwzAccfaMfpXfzKckkcMouEHc7Q6fc6pqX3GFuqrvbtjaK249N8sKkSMR7LxWodY0bTdH0+e/vEUzWyOkKcuRtHauS1T4hZ/5By/YoB1kfrivFc5T6WsfQRjCF9b3O78O6Zb+fJ9oZBIoz87Dp61a1nxlo+gwOYpo5HH8RbCD8e/4V896x8RmE7jSD5jnhnk/oO/41yN7qNzqUvm6hPJcSH16fl0rspYKrUtKS5V+P3HBiM0oUVywfPLy2+/qeneKPi3JqUjR2rvMo44+SP8uprzzUNavtRObqXbH/dHAqhbhmk2Iu4+grasdJLFftPfovf8BXo+zo4eN7Hi+2xGMk9f8jNtzu+6M1q2tnJnO36V6P4b+GOp321xbrp0B/5aSrlz9F/xr0zRPh/pWkYk8v7Tcj/lrNz+XpXBUryqP3Ud0KEKXxSPHdF8DarrGHMfkQn+N+K7O28DWejpl2a6m9Twgr0i6nhgTH38fwpXL6lPdyt+9HlRH7q06VHneoVcRyL3UYXijSfDfjTw9pujeLEuI7vSAy6fqNhjzBGxyYWB4YA9K4zRP2cdLm1RDqviW8bSTyVgsgtx/unJIH1FegQaek8vmyfLt5r0Sx08QJx8znvXa6rwEXGk3aTv5X8u19/U8mOFhiZOdVanmeo/B/4S2kvkp4f19ti8SPqPzP77cYqFv2evhpqkP7j/AISHTD6yFSPyPWvaE0Hzx5jxKJB91zVTW9e0DwnaNNr19FCo7u3f2HU15FTG1J/BOV/KT/I9KOCpLeEbeh5Dp3wH0rSY/J8O/EbVLCFTnynjIQMe+On5VaufAOoadam1ufiVp09vKMf6WiKzA+mTmuE8c/H37ZI9t4SsWVegubhev+6g/rXm954a1y/T+2fGd62k2svzebd/6yQHpsSuqGDzCtq8Q437qLf5I55V8FQ+Glf0bSPXtU+DF54i0210sfEaw1q1sWLWVh/aKARk9dq+tcRqPgD4j+DdPbRn8L/254f+0edEqqtx85GCVKncue9YXhrTNL1XUo9O8IwKkhVnm1K/b/Vxry8jf3VArRu/ilqWlCbSvhzqF3b2TfLPqkv/AB8XX+0oOfKX0A59a7I4bM6UuVVo1PKUbW+cXoefKtgqseaVNw84u9/k9zmJvEZ0Oae1bw9/Z19G2HWXO+M+hBpkmvaHqXz63NrUpK/ch2hVPfHtTYbQanMw1LzLy5un+eV2Jcse+T3rQn8K+FtLliR9U1LU59+J4RALZYx3+ckkt+GK9xtL4r38jykpN6Wt5mjrvxJ8N3vwvtPA+maHezTW14biDUNRuVZrQH7yRKOit3B4rix4w8Rx6E2hRa7qX9id7EXLeX9Mdh7V6p4f0CxSazNjZxeKvDttP589lIqRaikf8YVhxKo64HPtX0r4K0D4L/Emzjn8MaRp8jWi7GtvK8qWL/eQ8/jXz+Y5zDK1zSouUd2+ifnfZno0cBPE71LfL/g6o/PgFF43Ko9Olaen2smoyxW9nteWRsL8wA/E9BX3xrmh/B/wprQ0nV/D1nHe+UJcGw3jaehrF1FvgM32hH0Cxne2QSzmHS3/AHanoWKrwK8mPFyq/Dhp/JXOr+w/Zrm9oreat+p8v/8ACktdufC+reIba/0W4s9HQSXkaXXzqD6Z4Y+wryvYVNfZ+o6D8F77TLmTT9Aiktkww+y3kse49ehOK4vVPAvwqh0yzurrSvEGmLeoGilgu/O4Pcqa7MJxHCV1Vpzu3/Klb/yYuvkFVrmpOKVv5r/PY+Yj/s103hzwTe+IjvWe2sLbvcXLYX8hzXonij4LacnhPUfFHgLXG1mw0xh9rt5otk8CnoxFcmuqeVbiKy+SHywAe/Svoo46OLp3w712d1t6pnjvBfVqlsQtOlnv80VPGfw11XwFe6adTktdQ0rUcNaalZv5kE4B+ZQ3Zh3BrR8LxvrnjC5WZdx8t+P9lRgAfSvQvCF1beKvAuqeBNXljiGpSCfSLiTpDfDoM9g/3c1yXwzWaHxVqEV1F5V3Fp08U6P1Rxwa8p4yrKjVVVe/TTV9rp7P9H5o9alg4RxFKMH7k2nbs+q+Rky+MbW1ufsxiaVF+Vn3Y2n0Arasb6z1uJ/sxY44ZTwyelXptF0+NHWK3i/e5L/L1z1rkPDqpb+IbiK2GYhkfh/+uoi6FanKVJOLie5L65hKsKdeSlGbta2xLrUj2V7Hq9k2zVtPdftZX/lvGfuyEevY17nDq0HjDwrbaha/fT7y+hH3hXksFhFe+K5kn5jaNY2H+y/Brpvg+XsL3XdFuWz9mnxtPtkV0Ylr6vGqt4pP5PoeNh01jJ0ntJtfNGpcsLC6hunXfbHMF3H2eJ+Grx5tLbQvEeq6SvKxOfLPqvVT/wB8mvoDUdHaeCaPy2aNga8t8RQKnibQrp15vLY203++nA/StcDiFNtoxzDC8trm74DlGpWr2pTfJCcY9jVy++GU9vo2pXMcsKWu4uqfxYHUVm/C6B18XS2y9ZUK7fcGvpXxHo0UXgvUYEX7to5z3zjNcOPxk8JiFGP2rHRhcPHE4e8vs6HwHcR7JXjU7gDiiH7tSXY/fO/uagr6+Ox8fJam/wCD/wDkYrb8f5Vc8XbV1yPf90dfzrN8If8AIwW34/yrR8cJt1NPdP61hP8Ai28jqhpR+YzW7qCe2RLZ1bLfw1peB4i164X2rBsbeN4lLLzXVeBru2tdQliuXVMn5Sa8fFr2eFnCOp7GE/eYqE5aG/4r+WJgy7SUra8MJt8Lkf8ATFqxvHGxoY3jdWHHStvwsC3hWQ/7DCvNwOuFiz0sXG2Ka8jF8J6MuoWkrlV4fvRXQ+D4Rb6UFHUnJ/GivEx2OrLEzUdrnuYHA0XhoOW9jx+8i8q7mj/uvimRJVnUR/xMLn/fNMtxX6UfmwjpuFdvoulm7t0l2b88Yrktm6vRfhfqflazBazplZGwK8/GOXs3JdD08BZVeWfU+iPBWm/2V4WtLVV5Cc/U81lalEZ5FX1OK7iwT/Rh8u3iuWvE/eqf9qvz3ncqjk+p9/RtFWRLf23kaHNGx3YhIz+FeP8AhGDyPBGrH+9qS4/AV7drg/4kt3/1zP8AKvFvDGf+EF1D/sJL/KvVwbvSm/NfqediHzVIP1/Q9x+D/wDyL0X/AF+N/SovAce7X/EZ/wCn6X+dSfB3/kW0P/T439Kd4CH/ABNfEJ/6fZf506nwTPNX8VHi37TMIXxP4YPrbP8A+hV5T4bBl1udFG4kIAK9c/ah+XxT4XP/AE7y/wDoVeYeE4tviF29dpr2sNpg16fqa0VfEx9Tp9ftymi38bdTGa88hjEl8u5dw8kfyr1HxKpa3ux/ejNecWCH7U59I1FLDO0Gz18wV6yI/CUf/FQz+ytWtqMDJr8pX7pRs/lUfgO3S48RXgfpz0rX1aDbqUvsGraq/wB7byObDwX1RPzZ5nMP9dXq/hCPb4W0P3Y/zrypgWMnvXuukaOdN8IeH0b5jsz+tb46VoRXn+jPl8F/El6fqj1b9muQi78dbf8AoIQ/+gV1v7Qz2b/DyVNUmlt7Zry3DSQLuYfN1C964z9nE7ZvHv8A1/w/+gVr/tI3uzwAo7NqEINeXb/aU/T8kat3izwzSPhrdX+pW1z4S1Cy8Q2MdxHJJJBJskjUMD86HkVwnjC2ubPxfrgvYZLcm8cqJFxkZ6iu1+EtvO2s313A7QusIYSpx/EM1s3HxR/tG9vLTxnoVrrFmszKmxcSBQcDk17SlOM31OOSjKKd7HGL/wAkc1L/ALDtv/6Aa5vQ4mcalt/5aWE6A/UV75J4Y8G+KfhfcQeHL7/hH7V75Zd9+33Jx0RiexB4riT8K/EGg6bqUyWq38P2CUrcWkm9XJH8OKuNWOtzOUJaWPDNOGzcG+bbXrfw+cL8V7YMfvR4H18uvKtMgdYm80Y+cA5+tdFcXMtl4seaAyearr5fl8NnAxinVhe/oTRlaP3HvHxyjNrqNtcz/LHLCoT3I7Cvm3xJv/tpy67CUBxXvfi/wpql5pUN7qPmzXEYG7c2fL49P514R4iD/wBsN5vUIK8zL5xknY9HHJw0Y7Qvls7z3cU27+61Lon3Zk/GtazsI9RZ4ZX2DbkHvn0rtk1CTbIpJzpRSOM0TW5dHurWWz/4+opX2D3bgV7Pq3g2bwZ8Op9XunZvE+oOn2m5ZsvAjH/VKexx1P4VynhXwja2/wAS7BG2yQ2sH2xx/tDp19+a7fxp441bxD4duTb6Fbf8I+JhF9qvJCDKwOMqo7Z71xV6jqV4Rp+Tf+RtSpeyozdbpdL5bs870vTJ73TkuFXZYQvi5mHPl+pI/qa9Y0TSfgFpws9TvfiNqp1CAFpLR7EshfBGOB0/GuI8G6mNIivNRhikSO3KwazpZ+ZZLZ+BIp7gVxfjjw3D4b1Qf2XdRX2kXqmewnjkBOw9UYdQw6V6UUpSszzKs2knE9L+BXjb4faJB4k0/wCI2p32lWs14tzYTWkDOZMZUggA44wa7TxbqP7OHiQefL4x8RrcQofJEdm2N3bOVr5UBKvUyl55FT5VzVSw1Nz57amMcTVjD2aeh7QD8Esf8jZr+e/+hn/Cqk4+DCFntfFXiHzD/wBOFeXi3jX+FaXy1/urUfV4dLnQ6tXq/wADrtVv/A0UT/2Fr2qXEv8ACJ7LAqn4Z8ZWeh6/p1/M7XFtbzK1xHHGQZEHVRnvXNCEZ+YLj1pfLHWNFqvYUmrNXEq1aLupHr/gn4i+D4ba9j8Qf2hbNJfTTosaqQUdsgZPfFb7eKvhFrbx2Tf29BPKf3d2sigxt25HOK+ep5FVfmRc54r0T4KfDlfG+vXms6tGx8N+HFFzeKOPtUg5SBfdiOfaolhaKbnYv69iUo073PR55NV8NSwJJfJq2mT/APHvLKvz5/u7hweK9J+DPiK4g1W68L65AtkZc3GnBWypHVkU/rXz7c6vq+teKLtru1+zHWN7f2Vb8/ZNn+qKr0QjHNeh6B4gbWrS3Lv9h8Q2Dhtp4eOVekijup718tiqDpLuu609GfYUKqxsXF3i1snqr9r/AHWPuTTtMt7vT4WQ7jt698+9Y2peEFWQ3Nn/AKHdD/lpF/H/ALy9DWB8OfG/9taXHdouycfJd2/9yUfeH49Qa9Hk1KFoPOif5j0U9c+4pKFOrT95HiN1aMzzt5JUPl6zEsbdBPH90/X0rm/Eun7sTtz79sV6u1lDq9vLlFS5HT0b6iuKvtLn2P8AYX+zsV5jblD/AIV4OJy/lfNTeh62GxiU/e0sedtHs2kNwCK+f/2w7l5/HHh+GWXz2h0eP956hmJFfQV1bT2kjwXMLQzf3eufp6181ftW3JuPiVAGXY8Ok2qsPfBNe5wymp1Yvy/U5OIGnTpyXn+h4PKOGq34dH/E5i/3DUE6cVc0Af8AE5i+hr7aatFnyFP44nXv9ytW90oy6Do8lvFuuJnZRjqazccV7BY+GxL8PfA2pxuvmSao0ZX2Ge9eNzcrPdkrnhWvGW21FR80MsUaj0OaYl8srf6UuH7yJ3/3hXTfFjSn0nxrNFL0kgSUfQ+tcXHGzD5eRXoU1GcE2efK8JNG/wCQ0SLJ9+L+8KuWs+2QOvUcisi1vZbX5rb5h/FG/Qj3FaifZp/mt90LdTC/X8PUVhUjKO+xtTaltue3/DT43f8ACM3S2PimGW50aXAMg+ZoD647rX07pYsdZt0v/C9/BfWUnPEmcV+e6yha63wX8RdX8FX6XOiXLCMN88PYj6Vxcttjp+J3PtnUIo2l0+3vYWz9p3RAf3gDg/SuasLjz9Umifb+6nKqKwPDfxt8O+NzZC/b+yNZhcARyNiOTP8AdY/yNaeloy+JJt7bRvdse/akOzR88ePZftHiO/bdvJuJOf8AgVYWj2zXV3FEn3y2PzrQ1uQte3Nxu3bmJP4mtPwzaiGzudRYf9Mof94/4V69SShA8uEHKVkbGrXcv9r6Na6b/qLRG3AegU8kdxXFeWJ4I9kapJPdqT5f3enp2rpzp8v/AAm1zFbzKL2y0tmVS2MtsyQPfmmeFLD+0td0q2aPbKZN8o24OQmTkVzQ9yJtP35E95Fuglj/ANgivN5RsavWr+DybySP0civLtXg8i7nHdHP5VnQe5riFoj1b4azC98AeKNPztMZ81T+Fed8r935u4PrXafBi63Xuq2P8N1ZNge4rlZbTa6mP5trEbfSqT5ZNEOPNGLLvhzS31vWbKwXc/nON2PQcmvZdc8M6R4h8ewaZfw+amj2KF4uzkjOG+lc/wDAzR1n1+5vpV+SziJz2rS8IXjXvxT8SXHX7VCWX8OMVrzO+hz2O9tB/Y3hgzRFYI4nXMccYVX9BgYq5onifTNWuNrR/Zb5f4f8Kra5+68HXL43bXQkfQ1x2keTLq8MkW7KuGTsR7V08xmtT0rUxPBpkwto/tcTKTmPlufauQ0e4j/4RvXRu2ubjGw/e6DtXU67cy6TbeZZv9mmLBi/b3yKxL+/gv3hF/YKHmwwu7dsZ9mFWNOx6THb/avB32bcy+bbbMjryK8pt/A1zofmzebG8Kwt9eRXr8WIPDhC7v3cJ6cngVxJvW1u2aCKeNCRjbLGUNIWvQ6q7Bk+HabPmJtuPyrxjTInW7KujIdnQ/7terwyajb6RbWnl+ckPXy5AwI7cVQ1v7PPbLcSQsko+TJj+ala5UXrYs6gPK8FaWP+mVc9oA33af74/nXWanGs/huwhZsYXn1rEsLGPTriFlORvGSaZCd1c7Xwx82oXJ9AawvHD7tUuh6DH6VveFCGu7or05/nXPeKdr+J5I3OEJAP5UBbW5wHhAN/aThq9RKbtDth6y5/Wuck0qx06X7Tbt8+08V0eR/Zdp6UoxcCp++7nmXi4n+2WHtWr4Ql3JAH/u1ta34WtdRuGuXmYNt7Vi2cCaTeRxRvlBQlZhcqeKcqD/syGvOfFsdzcTQ+RDLJFbwBpHRSQmfU9q9V1e2S9uJ4nPGc15F4z1+9i1S80e3upE08bd8I+6SB3qqbvdmdVWSL/gz5GvJNm8eUqfn711klh5yBrVds2Me2K4zwRJLcefAs3lxHDN7kdK7txNb2EkyP8y9gvaqitWx2ukhvgEPL8QdPjb5Ust88p642rj+ZrgfjRKkmsyC58uR7yYn58H5QP5V1ni6/i+F/wyuvEVwW/t3xQ/2SwiH3ki6lifpya+VR4bbUNQlvbnU9Qe5bkv5x79hnt7V5WZOEoRhKVtbnoZbGanKcY36HKapaL/bN40S/LvwuKtWFjLJpby2rMs0iuEx7Vot4RnSZ4bW6mk3Nubf15966zw/pgtrOG3uN2+Jjn881yvExhHR3O/2FST1R51o/hi7vIcW6NJcfemyp2wjoS3cmvrX4P/Aez+HNzN4l+I1zaW1pZzWzI9yymNg4Odx/hwe1W/Gl/F4S8WxalpelfbLjWPCyJ5UcYxkEZZgO3HNdPF4JTU5b7xZ8d7mO2htZLUpYiT/RAvUblH3+f1rw6uOqYlpNWj+f5bfidcMPChC8Xr+Py/rQ4n4wfEzSPEMfhq18J6XcnQLK8u1g1ORdiXJ6Ewg9Uz3rivCviw+GfHenajFB9pcW8kaxHjO76Vp/HH4u6Z49vtI0jwzpv2PSdFuJNk3CiQNwNqD7q4FYnw+cS/EfS17jT5iPyq8RL2eBqzWtou3yRrQherTjNbvU9iv/AIj634j02N7bw3dWdxz5hL5Tjpt6E15XYeM9S0pdQhltrkLNKSMdRntXuV40UVimMDYmSBXzp4jvJj4mhsdN3XEz3KJ5a92J5x9BXwODccbWnCcFtf7j7S8cJRUouyTt3PQvGfiYaB+zvdXMx8u/8UXXkQxt97YOSPwVBXnH7NN06fFvw5Gf+W6XCt9PLP8AhWb+0T4nN5r+g+D9NLNF4dt/LdV5zcynn8egrq/hp8HfHHgH4oeBda1TS2k0yS4xO8UgY2wZDnzQPu9a+1w1KnRy2PO+VzTaTPhcTWnWxtSW9nY+kvizoieKfCHibw4Dsnls1uYD/tqcjH5V8OaRqrfY3F5H5bQcMw6f/rr7Z8QaP4k1T4xaRq2hIr+GrXSZbXVXkmwu8vuUKnUt718v/EnQE8F+Mde0G+2RW5P2m238BoH5BHrg8Vhl75W6ad09VbprZo6IO6vezXfrojzW0ufKg1GbHlRSsrYHJAzVWYxMu+J19UI65qO3uAsbxN+6z0z3HamGSBLhgvO4ZJHY19UtGeXKzSPXPCcx1WxtyWVmCDd+HBrr0tP7o9K8z+G+pDz5rbsGDAex4P617l4csBfzmFn2cFvyr5nHSdGq0j7DL5Krh4tngnitHfW5YUhaScSkbI1yarLprRf8fsyQHvFF+8k/HsK7D4jWNzY39+9szKN4ZlTvnqK87kN7OI/sj/J5Xz5+XLZ5H1r2qM3UpRadj5+tFQrSurl+SeK34gjUZIX+/Jk/yr1bR9JuH+DWjzShpTHe3TNJt4/1mAK8cnsbeJZJrqTMI5GOCMn17mvo3wxdx3/wNh0GHb5MO6PzY5MmNy27a/dT71liJJQXqEOaNRSseLa14pt7SV7ZHzIv3mHIH/1652fXl1azewv+IZCCknoR0rP1mwOkao9rL/B0b1+tZMpOcdq9KnQp8qa+846uLqylbZHS3egyQMLtXZxMnlCZW6Y/hPpWJd6Hql0GK3P2gDor/Lu9s1f0XxXNpw+y3qLc6e3yyoeuP/rV6fpnhy2vwjWs/DjdA3UOPr2rhr1J4V80janGNdckXY+fruKSxZo7y2ktn96t2NkkiCSWdVX+6OtfRQ8NpKWtbm13k/KV25xn0rxvS/Cgutfm0+Pd+7mKn2wa1wuPjjVJLS3zMKuDeFlGT965d8M6Hca3cJbaVbNEp/jC5avdfCHw+svDyLK8fn3zfekf5iPxrZ8M6La6DpkNvZRKj4/eP3c1q65qdr4V0ebUdYOyOIfd7k9lHuaxk4uXLHf8TsU5RjeQmp6jaaDZS3epXEdrbRfeeRsAV5B4p+PmnpFJD4Vha+n6CeZdsae+OrV5d4++IuqeM55EvCsdqH/dwp0A/qfeuJjRmOVP1NezQwEIK9TVng4jMKknanodZd/EPxNdS+bLrNwD2EeFFdJonxguE/0bxan2y0bj7THxInuR3rx261Q/N9i6DrK//sorOe4lmfLysx/KvUdGlJW5TzI161N3Ur+p9zeHbay1TT4ZraVZ7eTDJIncV2UE3lNDuTpwzD0r5P8A2efHcukeKIvDuo3GdO1HIhD9El6jHpmvr62smuHCL+Oa+QzCDo1OWR9jgqyr0udEHxe1O68P/Du5utO/c3TFI45tvTcefxxXyRqukXWsxzancTSy21uQtzdStu8vPSvrz9pKFl+E9tGmdn26Dfj0Ga+WknuLL4O/EGxiPEs8Ekh74JArzcup+0aSet/8v8z0Kldww0puN1/lc87u/GeneHi8PgvShc3i/f1K7Xew/wB1egrP8deILjxbY6DeX8rNceS3nA/3sgcflWVoqQywSL/y9SKfpgVJqFuE0fRC3dHJ/wC+q+7pxjB2S2Pha1apVjdvR9DTsNtnplnY2rsBq7g3pHWSBCMJ9C3WrWvRpB4k1BEXao28D6VXL/8AE10xOy2YEePTzM1sapptze+Jb4wQSPEFUu4XjAHrTbSdxJN7EOjp5F/a38qqlrbzK7PIwUcHoM9ai1uRbzVr67s5YJ4ZpmlXy5AxAPriq+n2sOqC3v8AUEjnnuSRbQScpBGDhQE7k1Yv47R5PJurCOMRuQt1bQ+TICOu3HDY9DWN2nc6IpyjZFqxsrizt31RbxdOkiXdF/eLDpxWxqU1pe6npd19rXw3r8sYeLV4MpG7+kqjpn+9XK3tvcIk9rqE32iR4fOs5+1xF0z7MO4q749tzZHQPtHyb7TPPpmsZ8s5JX3v/X/DmsFOEJO21jur3UtU1TxHBYeP4/7P8RwxCMJJ/qr5OzxN0OR2pfE2nzX2ra/Dpk0ltFZacrXyxsf9KVeisvtS6V8SNB1PR4fC/ijQp/FOkcGKVG2T2Df37dzzn/Z6V1l/4J1Twpp8mtaTqtxqfh3UIjEda8k74lb+C7j+8vpu6V8hVvhqkXbldrKPTdbf5b9r9PqlNV6bpt817NyW+z0fS+u636rvieG7HfoNwq/c8kYx7rWl4itvN8A+GZofuR2fluTxyOK4waxqvw8fyb62WWyuV/dMG3I6n+JWHBFaE/xLh1nwppegSXMaNbu/7ortzk5B9+tcdXDYqdZVoLmjzXuu1nc9GliMNGl7KbtLlaaenaxB4D8aw+Cr+W41hftGh3KfZNVt+vmQPwePVeorkviD4H/4QTxK+mWs/wBu0e9jF1ot6vS4t25Xn1HQ1h+I9UTe9igyRje309K7Lwn4l0rxF4SPg/xo/wBlt45PM0fUxydPm9/+mTdx2r6WNOeFl9airqXxJdukl5rt1Wi1Pk6soYn9xfVbPz7P1OT87boT7DiRW/rXQQeJV8TS2t7Z/wDEo8YWsRje9C7ob9AMZlX+F8fxd6yNf8OanoE39na7D9kupV328y8298vZ436c10/wH0uO98Y6lYajBud9Pkwjr3rTEyoU8LPE/Fy3enZ2080+q/J7TQ9rLERoPS9k/VdfJrocRqGueJFt/scsEjuePPhj3bx7EVe8LaZJZiZrj/j5kxuH9zvj6108tyLae5t4p9nlO0ZUNjGK5a48QRWMhhVFaTuw65NXGbrQdOnBK/Y7JQWGqxrVarlbY3dOkH9vXUvy5HlAL6ndWv8ADtH1TxZrN9/yznu+o6da81tZL/WNRit9KikuNQmO1FTrk96+q/Afw3PhTQ7G2k2tccy3D+rn/CuTMcTSwNG0370lZL9ScFGWMxHPFe6nd/5Fy/TyrYV88+P7g2uo2nrbXgZfx619La/BiyQ96+ZfiPGJfEdnEvWW8H6YrhyCSlKR6Gdr9zH1O88DQRw/Eq3bH7uV+PxGf6V9WalpyyaDceYq5aJv1FfL2iIIvH9gfSVB+mK+spTu0pj6pXm51N+1py8kbYCKjGcV3Z+aGswfZ7y6i/55ysP1rJrpvGybPEmpp/08yZ/Bq5kiv0yi7wTPzusrTaNnwiduv2n+9/Stj4gjbq8f/XGsfwn83iCx95cZrsviZFbW+qxOi5CxYFYTf76J00lfDyOL0+4YhY0RifatG20PUHk8zZ5fOcvVW31mVDiALEKsPezS/fmc1Eou+iNqco2VzbuI4oYcXt4ufQV6L4UvbZvCL+TzsVuK8Zfb1Za9G8F4/sO7/wCubH9K5KtNRgdlKq5zOOfxdfxuVgfygOwormp/9c/1orrdGk3dxOFVqq0UjoNQ/wCQhdf75qO1FSX/APx/3H++aW0rsexzp2LUfWu6+GNt5vi2z4yinLVwsfWvSPhOh/4SB5OwSvOxkrUJPyPUwUebEQXmfVP3Yvl/u1ymoDa7H2rqScW6n/ZrmNR+41fnEdz7qG4/xBJt8O3bf9MT/KvHfDWP+Ff3xVcf8TFf5V6nr8hbwtc/9cf6V5b4bTZ8Orz31JTivcwatRl6r9Thrr97H0f6HtfwfP8AxTKf9fjf0qb4ffNqPiH/AK/5f51V+Dx/4pVf+vxv6VP8PT/xMPEP/X/L/Oip8MzzF/GR5Z+0lZifxXoDH/llbSnH415V4Ty3iW5H90qAPwr174/EN4h0s+lpL/OvJvCHzeKbn/eX+Verh23hbeR6FKmo1qbXVnba9biWyeTv92vKdNZmubtW/hXivZtXj36XN7c14udEu7qaaW1fZ7lsZ/GtMK04u56OZqanFxV7Gz8N/n166f1zW3rKf8TK4+rfyrL+GkHk6hPu++HZT+ArZ14bdTuP+Bfyp1neuzPCxawMfU8ts4/Nu44/70oH619Na3b+RoWgr/0yr5y8PR+brlinrOP519PeK49um6D/ALh/nV5i/fgvX9D5LAr4vkXP2eztl8ce9/D/AOgVb/aNzL4IRP8Ap/hrO+AB23HjUf8AT+n/AKDWh+0DcQp4UT7QypCdRgDsegBPXiudO2KXqvyQS+BnlXwQBk1jV493y/Y84/GuO15PK1m8HTMrH9a9V+BfhiZNa1u6iliu7H7GBFPbyB1J3dOOR+NefeNbB9O1iS6nT90XYPlejZ716kZr27OblbpI6C70/d8Hf3qfJLeCQA+2eawPhx4l1jwzBr0ujXkkUUVgZVhdt0YfPB2npXqXjTTF074M+GXiZv38fmvn3BNeQeEYjLovipl7aaB+bURd4SfmTJWkl5HMavr0/iLVDeatbQC6mmTc8C7Bkdyo45roNDsxP8TIImTcPOHH0UVzUduHcf8AXZf5iu70ZBa/F23VtqjzBk/9sxV1X+6foyKS99eqPZfG+oxWuizO/dtoH1FfKXifb/abMvQxLX0l4p23l/EVZXjUE/jXgvja0T/hJrmJE2II1OB7ivPyyCpx0O3H3kkih4L07+1Li8jiP71IwVHrzW/qOl/YIPMj+h/3q57wvqB0fUA8Q3CTAP4GvRfFiebC/wD00ZSv41piZSjWS6M7MFCE8K31RgeHJlj8b6XdalL9ntdWtTZfaD0jl7Z/GtrVtG+IemaHN4WuNEgv9Nhcqs0ce+R0LZG0+mTnPaug8F+AR4l0VrPVId8TDIXvkngg9jUXj/4eeJPCHgme5bxdqU2lxsqfYpJmHyk425BrihiKUq/ImtLLa+233F4mjOnS5u+ujta/c8/X/iTPe2UBjuZf7NSwuGibcpnL7toI+9tHBrifEJtdOkfT7WGN7rg3c3XYw/gX0x3rduNSXw9otrNbKo1C7BFmo/5ZqOGlx+griRGFQl/mJ6n1PrXv0Yv4j5uu0kokKfNJ0q1bD/SQfzqONOatW0arIp7jtXRJ2Oemm2mWqTmlorG53cozFIyBpPl+7TZJNhG38aI3H8RppWFJ6lO7Hz429Pu17j8E/Fb3fhS78D2s0VhfxXLahGdozer/ABJz/GAOK8QupA8x9BwKbb3tzpd5bajp0rRXdnKJomHqKqdONWm4S2ZyxqypVVUho0fbWjeC/Bcwl1DQ5tmr3Cf6TcSt+9OOxU9B64rjfFvg6a6hf93+/j+e2uo/UdPmHODR4M+Kfh+81W303xTof2q0vLQX9vew/OI1I+fcBgrg9cV6VDqHhrW4h/wgHiCGeKRd23f56fT1H4ivj62XYihU54ScvU+ywmaUp03TmlZnB/C7xpN4V1BL+5kkmtZsQX9ufvIV/i/3lP5ivqy3niuoI5raRZYZkDRyJ0IPcV80eLbXR9AsLnVNSg+znjzpYuFLdMkVvfBvx7ax6Xtlvll0WVz5e9seQR1PPT3FcUvaQ96UWjomqVdXpyTl+Z3/AMQPi1o/wzENz4qvJEjmfy7eO0j3SzY6nHt3roPB/ifRfiRoqaz4Vv8A7ZZM+xjt2uj9SrKehryX4v8Ahrwf40utM8QanqvkyaJlozFMnlzKTuw2eMZ7infsmNDPD49vbCPZol3ramwO3CuAvzFPbNdlOFKpSvG91v2PImqtKd3ont3PYdQ0CKd4TKiyIvIz1H0NfD37V9t5HxMgOzZ5unQk/gSOK+/9Vf7g/wBmvhD9r3H/AAsfTyvX+zI8/wDfRr18rhGPO0jzswlKSin5/oeCOgbjtUmh/wDIat/oaifvU2gf8hmD6GvaqK0GeZT/AIkTsTX0X4a09rr4J+D5ljaTydYJ47Dcwya+dMV9e/B0LP8AA2yA+ba1xn6iSvEqK0T3b63Pnn40xFfiZPIsLNF9ghyRzjr2rH8O/DPUfHEc03hNrTEBxM0sm1SSMgAeprv/AIs+Etb1bx5eXmjQSTW1rpVv9p8tdzJkHnb1P4VrfBXw7rerG9TTbhtN0IqEvLtIx+8YDpFno2Op7VfteSiuV6pGcaalVtNbnkvhvwO+qW2si6sJJbq0ZRGu7HrkD1PFJe2AWTyrq2a1K/djdSpT6Zr7L0zwNoGg6S9ro1sykvuMsjFnJ9SxrH8R+CIdYsHWe2WbZzG/8X4d65p4tuWqubRowSsfG93ZSIM/fT+93/EVmeaVP9a961T4Q6gpdtJZZj1WE8Nj+VeYx+GlvvEKW8sLIBkSx9Pnrpp14STaZlOlKLOfSfcMSdDXuHwo+Lr6c0lp4t82/s4E/czJgzpx90E8MPrXCR+EdG0QyXuqwXuqRrKqxWaN5aEns79cf7orQ1PU5dQltxPHBBFbrtt7e3iCRxL/AHVH9TVxpqtsRKpKmuWZR/f39wI0Vi88vyqevJ4r1T+xha3uj6An+ptEE8zf339/xrmfAOmfar+41S4GILEdT/ePSu58FzjWb+e/6xysUjz6DvVYh3duxFCPKr9zz7W7O7n8b69c2aNdKtuVlWP7wyuOBXVfBezW88Y2IR2mihSfG/qMKBjnnvXJSeKLvwz4/wDEV3BCs8SzAPGeMgkDg17R8Kry18Q+M21OytWtEFq6SIVxiTcAenBp3asjFpO78zlfHFn9j1u5TGOa8f8AFEe3Upf+mig19I/FvSBFKbsD7/evn3xfF+5t7hfoa5aD5ZWOytadO5b+F9ybDxdpxkOI5WMJ/wCBCpdYRbDWtQtbw8LcNgD0PNcnpt61rPBLB80kUgYfge9eta94cGrfETTBt/calHFO7L0x/FW9RJTu+35GNN3hZdD0Pwxpo8HfC68vfuXWogbfXDHC/wCNYfgu3Wy8dWmW/wCPyCZP++VFdP8AEvU4d+i6BAcSeejunoij5a5y2lFt448In+9LKp/FcVHNqJR0bO88WjZ4M1Iejj+deeeEz/xNEHqf8K9T8T2hn0K8g6ebKoz9a850XT20vxKLaV95DfeHFdnN0MYrQ6/4o3DQ2+nRL0m5YfQVi6ZAG0m8mX5hFKFTP4H+tXvi6eNFHqH/AIsdBUPhn974N1GT/p5H/stbGcfhPW5JGTw3M6Ntk+znDeh29a8kvPD8mnQW+oWd/K9zkFy8mcmvStZuPK8F33Y/ZuPyrxayuXSRU3tt44/ChyCGp7ENn/COW10sKrdzPjcnHNVkvLu1KreT+ahXJyueKZrl3Jp3g3SJYPvmZcZ9xWPBrD6pEyzoqnyjyK0ISudjeJm38+6jgeywMEKQf0rmb19OukaKyuJ7dj/D/wDWNbV5ciDw/Fv6Rqq1zwijvbu1eLg7+tMR6F4NRVif124PauZ8QOv/AAlk5ZPN+ccD6V0vhudnvLxW2/L6VyPim5lg8QXAg++0vX8KbIiagkts4+yfk2asC8tnsLjcv7lG5z2rjU16xe+/s/zNt2P4uc5rc+zPLo8lxO+52fa2Ohx3o0ZLTW5JPe6f/CrcVmyXOnNJ6EtxWJceK7G1P2SKYW5i4b5Oc/WoBcG/eB22kE/e79ahq5tqjfLWkskhUbiOpr508TXbXWvXzN0WZgv517zc3KWpvB935dwr55vHillvJWdhMZjsXbwRnnntRTSSZFR6o6rwPKH1KS0brPCTGfRhXTvqmsCMQ3Q3RHG4xx/fXvzXDeEbprbxTpEi7vmk8sY9+K9QudYFhdXFvdQt9pVjgp932PNKN/aNGn2EzzP4qWHiD4n6/ZXNhd2j6Zp9v5NraTzeW0OTzx0zxWfYfCvX1jLzf2erHkYuxXo1haQXXnvOis5PX61dtNHglR9/ToMcVjXw1Ou7yNqGJq4dWi9DyuL4f63al5PKtHZvS7Q9K54WU9hqcsN2nlzckruz1969kt9CXyLln+QfwfWuG8fmFPE2mtANiS6XGcdORkZ/GvFxWDjh4uUOp62Hxk68lCR3PjjxyPDI0h7O2+03t5oRtYmHBTO0Z98FelZfhrwJ4m+Muvwaz46uHt9MnXDmPj5Yfl8tU6KeeppPFN5p2nnw/d6k6q9vYDyx/FuyCMfiK6DQdd8c+N7f/ikY4/Cnh8TXM0mov87HgMy85wfcV8jgnKpRi7b7v5n0GI/dN8r8vwMb43aX4U8JeCdN8OeG/K/tCz1aQzBiDcBCCfnbuOeM14t4O8Qiw+IWmzr8/wAjQ49ytdx8YpPCsWjf2X4NvG1jVxrBury/f5jJGYhx5vRhmvKPhiPO+I3h2Nx0uyT+ANfROjbL6zl1jL8jxlO2KprtJfme56zrHja6niGk6Pby2Rh5aaTaN/8AOuC+G18//CQ6/wCL9fi22vhe1lups9PtJ+VE/OvWfGHjGHw/EfKX7TPuwF3YH4n2rxn4q3h8K/DHSvD4GzV/F142s6oBxtt14jQ+xJzXyGRwliYOm6ajz2V1vb7V/kfR5zVdFc/M2ld2e1+n4nkOn+KdRTxfF4o+W41f+0hfASx+Yry79wBXvzxX6H6DceJPiFpej3Ov6PL4QYyLPdwJceY8mOQueyk9R1r48/Z58HS6/rsuqrarP9gcJbtIuVjl67vTIr6/8W/FrQfhlbQN4w1NUunT93bWyeZNIe5CDnH1r3s4rU8Rio4WjC7j2/I+cwNCrRofWJSS5v6uep26R2x8tByecd/rXzt+0poWk+MfCtv4o0WS31SXw/M0N21viXEZOHUkd1bqK8P+KH7SWt+OLmW18OmXQdDPy7N37+YersOg/wBkU39mfxhBba5rngfWn/4lHiCB3g3NwlwB/UGnSy3E4Wk8Q9OXp5dfmYRr0nWUL6s5jU7K21Cx3b4x5a/K/p7GuT0+MeY0R+WRh8nvXaeJ9Dm0W8cXiLBcWb/Oj8CRAeo9fUVzerW0GFnR12ycrj+Yr3KMlKOj3N6695t7ol0HUBpOt20jHYrNscex/wADX0z4GvVn1CFweWTNfJflfabRJd7v6N1wRXu3wO8Sf2rOltcH/TbfOf8AbHrXnZrQ5qXtF0PSyqulN0++x1/xW0+NNVfcm7zoSa8A1NLi4t4I7X/W+aDu3Yxj1r6F+Ps02j6Zpes2ltJdxIGjuBGuSqkcE+2a+SNT8W3mxhp6R2/+2/Lf4VeVUJ1KSa6HNmNeFKdpHYSIIGuXv7mGK0m5ZC2DnGOvpVW0+J1j4P8AtA8LJJczTp5U67j5Ug7bu5I7GvLZZJbqRpL6eSdz/fam+YqjC/pX0UcFD7bufPVMwk9IK3n1PVovEUHj7S98g8rX7NfnX/n4i9f95aw3+bhuorjba7ltZ47mylaK4jOQRXcW1zHr9m19ajZdR/8AHxCP/QhU+yVHRbfkaxre3V3v+ZnNXU+EPGV54duLeKWRn05HyYz29xXMvUb0qlKFaLjNXRfPKm04n3h4T1aDxDp4vgE+0cZdVHI7H8a8Z+GvhyO91/xXfSr88eovEn59azf2cPGV6usP4euP3tjJEzq5/wCWW3+hrtvg7B5+peKY1PTUn5r4CjhJ5VWxMIv+W3pfQ+hdaOLhSl6/kdjpNmIL7pwi4rxb9oPxBLNraadG+2G1TIX1c/xGvpTQYBFcXKt1zXyR8dpEn+IF+Iv4Qqn64r18mq+3x8m+kTizNcmGSXVnkbws/uabq8Q0+wtrdv8AX3+SR/djH+JrYsrceanmdO/0rlNRuH1fWXlztVfliH9xR0r7Pm5pWWyPmHBRj6jo9MgaPtioZ9JjRGeINkdq6nTvDsl55ccbSvK/ZKdrnhq4020cnzI5Bz8/pXAsdHnUObVnoSwE3Dn5dEcrZo1nafb7X5Lq3kDxSDqCORX6B/CjXG8WeG9J1iUfvbu1VpMf3+h/WvhexhjbTL2Hbu8qLOfrX2X+zO4HgLQF7eUFP/fVednVVewUlun+f/DHZllOUKjT6r8juv2hWUfDNIW/iuIz+Ir5V1CD/i2XxC/64QP/AOP4r6d/aJ066v8Aw9bmD/UWxMjLuxyO+K8J0a00i7+H/jn+3Zmt9O+ywmZx1xv7e5r57LalsRFruv0PpJ008qn53PmCwuJLOAFYVeafhD1P/fI5r0y6+F2tal4P8JXHlw2QMMvnfaflKDdwSPcVam8UaV4V022k8FeH4I/O+7dXfMn1x1/WrXi/W9W8T+B/B0t7Mz+cLgNFD8quwYYO0e1faVMRK6cdLvr6M+MpYaKjJSd7L9V1MbUvDmn6RZaDqcd8upCyuhZag8f3U38qx9Bnip/EfibUZfEElr5fl2FvhZLeNceZx82T9OlS/DmKGHW4bW9g+2aRfsLW/tH6SRscfgwPINez6p8IrX7c3h28cC7H/Iv6zJytymP+PW49JAOmeteXicyp4WfLU1/Rf8Dr5HpUMJKpTvHS/wCf/BPCU8PR2dtZLLdpprwn/QNRnU/ZbuLOQrOP9XKn3SD1re1WdPEGou+lXfnWtvpG7VBDzbQ3inC+Ux6lu/vXYWvhvxZ4F1DyJ9LuoYXkUXEbQedDIoPOVwVbiovGEWs614hmtoLCeKyM2bW2itPLUj12gDJrj+vKtNNyTWut/v0/4O/lodqwvs4NJWTtf9Pl8vx1PMJ9DuL7wXqtz5f73SZUuI29Ek+Vl+lehfFjwT/a3h3wpPBDI8i2fVPdQa1brTU0Lw1qfhm6+TVNe8r7UnU2NkhySw7MT0Fez3ujwyaX4cii+eCJAFb1XAxXj4zOJ0qkKkdlKTXpZfrc9PD5fGrGVKfVRT+Tb/KyPJ/hd+z/AKPqGu6KNTkvhp95o4uwu4IwuFYK6g/3ec17d4J8AXHhD4i3llBqd/eeG49NBNlct5iyeYSu188HGDXUeGdLSxXSdg5s5ZoR/uvziu3hsAuuzXB+81sifkT/AI18/Vx+Kxj9o5Xd7fr9/mY1YU8JenDRNfjc+b/iz8DLE3Ux8BRRtHdqZp/C0smBJt6yWrHow9K+WNY8KWtjfySRW86WsON0cnyyRv3DjsRX6C+LtFF5428P3AGGtopmDDjHSvP/ABz4F03x9HNeXXl6NrwkaOC92/urkDgCUe/96vVwGbypS5Kr7rt/T8/+AKWF9vRXXT5r/geR8D3elyfaHfa208jNWLCxkFux/wBqvT/G/hG88MapLYa5pzaffovKnmOQf3426FTXK2yL9nfj+Ovv6eK9rC6PmJ4ZQk1c1YNfv18Kppmpqur6RGhK2VxyEPqrdVP0qt4Piu5dZhb4fa1Np2rMjLHbXieZxjlVkHUfWrsEatpbf7ho+D42/E7QgOCXcDP+4a8+bjTw1aUY7Ju3R+q2O9rmrUYye9l5r0e5yPinT/EWkn7TdWlpOsrndd2al1391b+631rH0HQLrXGeW4le3hBwTt+Y/TNeyXNs0N9ebBseSZjJjuc1VMYX+Gqeay9nyxWvc7KeRU/ac9SV12/4Jqfs2aFar4w1r5N8lvbYic9RlsE19S3GnJFaM7dOa+e/2dU2+OfEI/6dx/6FX0veJvi8uviM+k6mYNvsvxSPSy+Kp4dRj3f5s838TRn+zyV/hXP5c180fZ3174qWdrjfFZfvZPY9f8K+kPiVr1p4b8P3VxeMPLij+73c/wAKD3JryT4HeHpbx7/xDqA3Xl45bPopNe3lEnh8JUrP0RyY5KvWp0l0d36EoQW/jG2O3nzgTX0lb69b3GlNGXVJQMFf6187675a+LZ3X/lmev0rltQ8VXVxLMsTM1sGPPsK6K+DljlC2lkNVo4TmcurPKPF7+b4n1s5yPtsuD/wKufrRvk8++ndehckVVNuymvvaWkEj4CorzbNPwxAYtb02RiuGk4/+vXW/E4F7yLb1K1yPhsbNesfTzRXafEMf6db/wC7XNVdq0TqoK9CRwdpbHPzVrRx7RUNqnz1qxwhyqKvJrCpU11OqnQ00KQtvNOPWvQvClsYtLvF/wCmbfyrCk0ryDCVB612vh+32WV1u9D/ACrzp4pStY9GlhnB6nh11C6TPuXvRXok9nZytl9v50V2rGJL4Tzngm3e5zF//wAf1x/vmpIPu1Hff8fs/wDvmpLb7or2JK550dyzGOa9H+E8gTXbgN/zxz+tedxffFdZ4Iv/AOzdWlmxuHkkEfjXm4uLlRlFHqYOahiIyZ9afbInhRVb5yBwaxNU/wBWa4zw34n/ALWhinl+SaNiPXp2NdBLetP97vX59VoTpTsz7ulaSUkx3iVwnhi5/wCudeW6JIP+EAuvL+7/AGkK9A8TTi60aS2boyYrzPw+5/4Qi/Ruq6iP5V6+EVqL9V+px4hONSN+z/Q91+Djf8UqD/0+N/So/A0nl3mvf9f81R/BQ7vBaH/p8k/pVfwvJsuNb/6/56dVaTR5UVeqjyP49679n8WWG8b41tDkDry1cT4BnFx4hmmX5Q/OPwre+Ndhdap4hS5toWkiitwpI9c1xfhC/j0PU/NvN8ClcH5e9e9SgvqiUd7Do1prFw59kz17W51ttCvZD0SMmuL8METww7jzjcPSrniPXYtQ8EXzxOvmyfIEHXr6fSuC0DxPLpQVLlP3IjYBtuTnHFY0qM5U5ep7uKx9KGIipPS251fw+41O8/6+Za1/EEbLqFwzqyht20+vFYHw8uvNnnlP32kLN+Nej3hD2d++OPJfBP0rOu3Crc2wkVUwaszxDwkN3ibTR/08ivqPxpAf7O0L/cb+dfL3hBtvibTf+vgV9b+MLQvpGiH0UirzF2qQ+f6Hx+B2kc78Ei0T+NCrYP8AaCf+g1N8eF+3eE/L3bS17Dg/Sq3whjKXvi3/ALCQH/jtXvi7H5+g2if9Pif1qNq1/wCtkZWTT+Z5z+zgCvizVPK+TdbYbZxkZ7ir+s/ErV9J1u8TxNpun6xYGZ0jDxYfYDxk9/xqz+z8bJ/H2sSaYNlr9jXAPru5o+MHhyKF/tkkbGzjlk80x9Vz938KyrY6FPEwjNfH9/p6nbRwbnRnyy+H+vuPVPFFtpXjv4V6Oy3X9k21xBvikfkQsONp9RXkmhfDbVdG0TX/ACmttUhntcRS2cm7zMHOAvbiur8QSvp37PugzIitLFa7lB55J7/hXmHwr1e/stH8RXFrdyI2Iwg7BieuK9DXklZ6XOFJc8U92cJFbypdxQyxyRSfa1XZIpU/e9DXv3wi8IWPjD4t+IZtUt1mt7RAiZ7OVAyPwryu/wDGOoazqaW2rrbzAXihX8kbxhv71e5fs96vp1v8Q/E+myzbdQupvNhQ91ROcGt5yclsc7XKrp9T0rVvhFptpbxRWEUlzFg8PJ83PfPtXxL43K/8Jvqir8wiwn5cV+hvjXxXpnhDR5dW1K4jWGEEBQwy79kUepr85Nc1BNS8U6hdKNnnOWx9TmsMIrTlbYqrOU4xcjH0yNnvOn3W4r028STWvEVlY2q5C7FbHPIHzflWL4C0OfVtSvFs7f7TPH84X096+kvgl4FWyivtR16zX+0Lg7UD/eiQdR7ZrDG1Up37Hp4O8KPqdT4Z0xbTTlAt1hLdtvtXJ/HfTm1H4f8A2KLrNewL+G/mvZTbqr7McDpXJ+K9Fi1nTVtrgssaSb+PUdK8HDvlqpnTXk6kWfnn4gnF/r9/JH8tvAPs8C+iJxWO9a2pWz2Go6lay/6yG8kjP4NWWQW47mvvlsfFvVhG+wfN0p32gL/yz5oSBojlx9Kik+Vvr3p6MTnOJaS9To24U66mEiKIj161WKBKfBG0r4XtQ4q5ftZNaigFR8x3U18gbdtEk628fz7nz0IpHO/btpcoOatoRtRUmwMGC9aZirRi3Y9W+G1nbz+HNa1J5FiudH01kjX1SXg/rXmd4j+H9YkfSZpbO4hYFJopCrjjPUV2fwnEst34niWKSeH+zU81EUtwJc5IFZ3jwWFxcxXNm8bSb/KmCcMPqKzWk2U9aaOs8Da/rPxP1Uab441CfVNK022e4Ef3d7jhS5H3sZr1qb4KaHF4K0fe9ytxqCPJJIJCueeMoOMVhfCHRIE07UTYxKnlWYQ467pHxz+Ar6Q1/QVmSC0jfyxptmiL6E4yRXyOc4uVKooQdkj6nKqMZw5pq9z528F/A7w1fz3C+Ir++mtbW5ES2vnMsBOM8/nzX194M8P6d4d0mOz063jtLZFAjjj4QL7V514SsY9P8Or56fNIXlfPqTXSeDdYkjvW0x33WjR74N7co+eUHsa8WOOnVqqNR3PTnhIwi5QVjr9bPlTL3AWvg79qtzL8TI+fu2UIx6V91a0++UD2FfBH7TU/m/FfUI+0UNuM/Vc19ZljupnzmYach4/IP3hFS6Km3WoPoaLgfvak0gf8Tm2PqDXsz+Bnl0176Osr69/ZoKXHwrWJk4j1G5Rs98kGvkKvr39mMhvho+0Y/wCJrOD+leRPY9w0dft1g8Yal5T+VIYbf5hx64NdVZQyRwLEflj67QoUfp61z+v6fcT+OdRm8hprQ2sSn5sDcO1a8et2yhCySIg4z1/ziuCFP3m2dU6nuKKN/wAsKgHpTJrd3k/dI270/rT/ADF2ZzlevFamA3z7uNowfrW1lJHOzm/7EeV/9Hj5j5cnivBLDS1v/F/iF0iV3iiVg57cnOK+r4Iz5n3ea8R0jSIIvHXjZF3JGkahF29AcmpVNReg1O6dzzHxppjW2hfbXVfLaRF2985615+8i/N93PavbvjDaD/hBlktzj/SYR+VfOaOz3K7juO/H6162EVoM83E1HzI9X1S7Xw94Ihs7X/j4mG6Q+rtXc/DTTDa6LZFv7leGeZc3RSF2klWHJw7dK9a0Lx2LSxhsPsjNclFSFx90545+lZVY8sbGtJ87ZwHiiSTSPFfi8tDG8M+0rHLysgz2PY167+zheJdT3LRoyLsdlDtkjLdK6fTfBWm6hpP2TWbeO7aXJkcrzk+hqz8PPh/F4D1i5Nhd+dYTpiON1wyHOTz3rOFTmSQpws27mr8QtJ/tLQ7xlX95B84r5e8aJ/ottH065FfZ720d59picbg2V/MV8mfFfTzZ3jRMvleTu4otaon3KjNyptdjzCwBXerdPSvoj4fXialo/h7WJU86XS/MtZvwHymvm6TGE+btzivYvgrc/2jb634e81ovt1t5sRHUMv3se+2tK8bx5uxlRlZtdzXw2r/ABIs9cS7a8tNTtpH+frDJH8pjx2Aqe4kLS6TravtttOvEUf7bM+DzVfTtAsfDfivUptLv/tlsmmGUZbLQE8Yb0JIrltT8T3Go+FbDT7e2ax02wx54dv3k8x53eyjtXOvedzobcFofUmqQpfWDjzWRZGRtw6+vFcPceHr2DV/t9rOupKrDcv3ZBz+tc7f/E+bw/4C8PX32OPUYrqP7PPvYgpInTn6VwF58cPFOrXH2bw54egS5/haON5pP8K9CklKOpwzkoOx7Z44jstbk08S7l8qFyM8MDUHhxBB4H1L0+1cf+O1xvgKy+I+rjU7vxlEr+ei/ZfNlTMePvKIxyMium8Qamvh7w/fJYK3lr++ks5F/eBxjp7VtykRmeg+IA0vhh4V/wCWsQWvNZfDGoWW2a4j/dFOobPQd62tH8UanqQbT9XW2mJtoL22lt42Q7G/gZD0Naup69BcaW9s0cqSHsUNJqxcW+hd8XD/AIoHRvZ4z/47XLaJLubZ/wBMzXW6tqtr/wAI/oscrrs84BvoB3pLyPT28mXTfIbPD+Ww71XUlOyJNcyvho/7/wDWs3w8++7s/wDroa6W/sEl0PyXG85yAPrWLp9g1jqNkGRkG9sZ+lULpY6zwid2o6n/AL9c14mH/FWN7uf5VveC2/4mGq/9dKwtbH2nxeEXqzsKCH8T9Dyu5n/4rmVc9Lk/yr12KT/inJf+uxrjbnwPIviG41O8mGzzDIqovTj1710bzrF4UuJF5AmPNCTRU2mkeMeIYp4tZudzKnmPuGWxkV2Gn39jZWdh9rvIIzHguDIK4fx3Z6zZ6pa6qNPjudKtConcyY3oW9D6VU8V2kMGvXIgjVITtZFHoRWzjSdRQTvdXMXOryObVrOx2viTVbO/sr2+0u+W5j3iLCZwDjJ5rxgybuW65rrWuzb+Fpo0/wBXvLP/ALx4FciZbd7SGNIdlwpPmS+ZkSDsNvYiplFR91C5nJXZ0ujXMWm6jo99LyqyZIr0a48W+EpdRuJL+S5MhYYIj4FebR2wurS2DHbjmpLiLY5O7d9etZrc2d0tjq7nxTocVxdm1vpRDt/dgRck020+I+h2CeW1vczdyxYDJrI1Pw1ZxeBv7XYN9raX+9xXm1x9wGs6dWNW9ujsazhKFr9T1+T4v6NEjJBossr/AN15Plrgvi9rtpPc+GNSi/0cXek7vL6+XiVhgVxbuc1neNZZriy8NCd96RW0sUY/uKJM4qK1NVI6jpTcJXPU9b1SwSy0DUNStv7RuhafJE7cuP8A9ZrK1Xxl4i8RQ+TqN3/ZWmA5TT7OTb1TYwdx1Ugfdrj/AA/5htlluJWYBf8AWSNwi+i56AVm+JPiFpujRPFpjR6jf9AB/q092P8AQV4WFy+NC0d2vwPfr4z2vvPRfmbepXFno+mF51jtrZeEQYA+gFc58PdWtNO8UR6veJPFb21wJD+7IIB789RXn9j4ou59ch1PW3+2heGV/uop/ur0GK9clnt5reO7XbMipkH++h6iu/FUHKjKn3RxYasnWVRaWZ1mh6lD8Q/iDDaRrJ9mkue/RIAckn0+UV498XPGf/Cc/EHWtWh/48Q/2XT07C3j4XH1xmvUdRvW+Hnwyv8AWo2xf+J82WinoyW5H72X8vlFfOJI3qi/KBXn5PhqcW6sFZJcq+W/46fI1zfE1JNUpu9tXb8D0Pw98VtU8LeFF0Pw+n2G6LszagG+b5uuB/e965afUrq/uHuL6ea8uZP9ZNNIWdvqTWTUsZ4969unhaNGUp042cnd+bPJniKtWMYzldRVl5I2tL0ybVrhIbVNxfj/APWa6/TfAmryyPeaPt82xbKyR92H933Fdh4X8O24jiOzOQMqvA5FWbP4l6Fo2uf2LFbyeVDN5ZuNw8vfnlfX8a+drZlXqTlHDw5rb6dD6PD5Zh4U4zxE7X29TyzVNH1fVpjJezz6hc/dCOxLD2AribxLmyke0aeWPHWM9vavvQ+EbJpXulsoVkmi4O0dxkV8U/EmLyvHutR7cFZwCPfFduVZjHHSlCMbWOHM8B9TjGble5iacZ1BSxu5bcN94DkH3r6C/Z609bXWIH3b5WVyzv1z/wDqrwLRBuvsV758ErjyfFFmO+/H5g1rmzthpWFk1vrEWz6Z8SaVJqmiumzzHIKKPYjFfA2vabPpOrX9lfx+Vc2szRyo3Yiv0Ws33WQd+zc/hXw58f4RH8XvE2x8RyvFJj3MYrwuHpe/OPdL+vxPaz6N6UZdm19//DHk5RWeqxjPmELVt42ST5trehpsdrKxZ8jntX3Fz4flZApde1aejanJpl+l1aFVmHVT0cdwfrTodOumTMa7hUsejuxR8c1hKdNqzZ1xp1Iu9jrtVt4pYI9QtV8qGfqh/gbuKyRbSSsm0cN0NeofCOxttWt/FGia7F50J0rz4m2/6uRGHzA9jj865PaqxDYf3e7K/SuGLUW0d8b1Fex6r+z1p0MHiDVBtViLFfm/4HXefA8hdY8Yr/1FWrhvgEMeJ9Tlfdn7IAB/wMV2vwS/5D/iv3vmP618jjHzYnE/4YHtQXLQpLzl+R7Hpke7UZl9SK+L/jAP+LjeIh/duNv5CvtjSv8AkKS/8Br4n+L8nm/EbxO33s3h/Slw7/Hq/L8zDNH7kDj/ACGAXb94px+Vef2xaKcfdycg16XpvzTQ/Q/yrgtEitpb6P8AtB9se9s/nX2VObXPfpY8WdPm5Eup6LpF41jDA9o0O8IMyButX/FktyluwvJY5FeIgEcVueH9Z8MWUWy9tof99lA/nUPiHU/D2rWE6RW6/wCyTIOPpzXxDqyeKT9k7d7H3ip2oSh7RbbHl+lRN5Ws8dIFzX1/+zM3/FAaIenBH5PXzBoViraJ40dfnEVrAQf+Bda+qP2fm2fDPQJQuDsP/oVb53iFLDyXaS/9Jv8AqeNgqTpzj5xl+dj0b40RhvBV0+T8o6V8y3Fq/wDwrL4jIq8R2dv+fmV9KfEqZ7vwTclzyyivE9P02XUfBHxAtLSH7RPNZRiNB3IPFeZldSLxKaPVqxayyUH3PmzUdaiv9E0yy+zeVcWud8g/jHau2a/aw+G3gS8Ty8pNqEY39MbgKzoPhbLp1ul34p1GDTIz/wAsQwaSvVdTufDPhL4U+Cm0yz/tXzHuTayTr0bdlmOfevrcS6SgoRV9X+Kdz5zDe2dTnk7O2nyt/kYHw50vUPEeuWbmyis7cTiVrorsVscnr1r1n4kWaaV4/GqyaysMOp2sUb6Oy7vP2jhgO3s3WvGfDPjnVNQ1VVnk8uIHISPivVvHGq6PD8QxJq/yaidKtfLkkXI2Edj618pjuanNtRez0Wv9dPM+rwcFWqQjOS+en5Fj/hN/E8sf9jeD9bis7uRMwjXTuOO4ik6Ejturiru3+IWj6s9nrXj027XX3kgfzp+f7uBhc12es+BrmzgsNWkktntPOj34++NzgD2NP1GPQ7P4xax/wk94LILHGbfcdqk7R9415WHxMIUXOnFPR/ZTd/uOjEYSlKu+WTt5Npee1rmTcfDOLw9pct0DcSLeLvuZ55Mzlj03H0NekRTL/ZmhL3EIx+Vef/ErxVP4u/4pvwPC+s9GnuYAdhOPlUN0wO5rodYvjoQ8Kw3e3eIvKlx6jGa8zELEVqcZVneTvp1tb9f0OugqSaUI2se+aNpwWNj6skn9K6Pyf9Pb/rkP51zWn63bwDbdSLEGgyCT1xWrH4m0qXXBbR3tu0jWQbAlHc17GE9h7NK63X6nxOJjWlUba6f5FfUbUNrgkx/q7Y8/U1458QdVGieFoDBEtzcXPmNGjthAM5ZmPoK9Q1Txfoy6vq0Zv7cSWdlukTzRwOTXy/8AEXxhpHizwhAbS4SWexMlvc2fmbWkib/loh9QcVyOhGpiLJXV3f71/kevgHUpwUnpa35P/M4yH4pQajbzaF8S7Qa74Xdz5csH/HzprH+OFzzt/wBk1z/irwFeeGtL/tnSp4/Ffg2T/U6rZf6yAHtMnVSO+a88vLqOzSaGL5+2X+9+OPSr3hLxvrnhKWWfw7eNbM3Esf3o5h/ddDwwr9FpYd00pUtu2y/4D8z52rWTm1Pf+vvJ7W4don+zSrdWuzrHyR9V60vw4vEt/iH4fldtgjufmJ7cGrN3qfhPxPcLP9gu/CGrnmWfTG8y2J/veWeV57A1XXTfEDOl1py6Z4uiT7s9rIFnH+8pwR+IroqRTpzg9OZNa6b/AIP70ZQ5pTjKOvK76a/hv+DOxv7iN7+d1ZdrSMVLfWsq4uo0fl1/76rz7Vb6eF915p2pwOv/ACzlXj/vqudTxDL5+dm09Btzn/69ZUsquk1L8P8Agnp1M/UJcrp/j/wD6e/Z2w/jrxMUb/lyUj/vqvdvFvi7SvBWmfbNdvY7cH7gb+NvYdTXwz4Q8YeJfDmpvL4bh2Xt0nlbplz9MA13UHgrWfE91/aHjzUbjVrsDd5JkO1Pb/6wrxsflEamL9rWqJRstFu7KwYTGTnS5aULu7euyv8AmVvEeuX3xd19Et/Oi8OWsu8u/Blbufy4A7V71oEEXhnwmZHHl4TcB+GFFYXhHwlG4i2wrDbRfwhcD6V3GoWwlTyTtMeOV7VzYrF02o0aatGP9a+Z6NHDSg3OTvJ7/wBdj591G8mWO6nz+8mbGfrXWfD/AMAG+0WW4ljaaSVDtG3ov/16ofEixisLm0trdVTPzlRXv3w/tEtPC8WxekIH5Cu3GYt08LGUNOZnJSo+0xLv9lHwt4ls49N1m7t4ukbkY96xzXR+Oju8X6sfW4b+dc0a+5w7cqUW+x8TXSVWSRY0b/kMWv8A10Fdl8SPkuLeRulcbov/ACG7T/rqK9A8d2n2qezVvud6wxEkqsTowyfsZWOBtblWkXFdVpVpdSzo0afxdaxTHp8B/wBFw0it/ervvCN5FqF3FGq4PevKx9Z06TmonqYGmqtVQb3LN9ZuJIxIm35q3tLQ/wBm33+6f5Vo+JLVY4onHrUGmgNpl6f9k/yr5bA13Wsz6fF0lTTSPAbsTRzyAlvvUVr6nYefIGDqBRX3casWj4mWGqJ2Ibv/AI+5v981Lb/dqG7/AOPub/fqaH7ld7PPiTxnmrttJtnyvy+tZm/56v2XzS49RUM1vrY73wRrTReJhAz/ALi6Thf9sV7Db/6ta+bpPP027gmT5JYpQyH8a+jLK4We1jlX+JQT9e9fJ5pTUZRmuv6H2mUVZTpzhLo/zKerv/ozCvPtEcN4P1Ta3/L6P5Gu41icJBO/90E/pXmXhW58/wAO6zz/AMvKkD86ywq/dyfmjqxk0qsF5S/Q+h/gh/yI8X/X5J/Ss7QjtuNZ/wCv24/pWh8DP+RFg/6/ZP6Vm6Sf9I1//r+uKmr9v1PHpfxEZGqaQ17aApD9oklkwBWnZfD2zuNGhgv7WB5gPm+XIzW3pW0WaO3qxqWxuGiaS4ieSZJDgxPxj6V6lB6XM6tR20PIfGHwrjt482CNaKOfkbcufp1rw3V9Ml0u6a3faf7rDoea+zddtzqkUto58jzU2hx2NfLnxCszYahZ2rNuMYYE++6u+lJqREpKpTvbUb8Mtz6ldwp1xnFen3X/ACBrv/rk1edfCYbfEl+ewtzXem4+0+H7mTGPkcH8K8/GL9816H1WUySwS+f4HiugyeVrVg/pdr/6FX274htDLoWl7V6Y/UV8OaWQmp2jN0FwpP8A31X36wEvh+x3f3UNGaaSg/X9D5DAfbPL/hzH9mv/ABYG/wCgl/7LR8Xr+PTNDsLqcSGJL+PfsXLY9hVrwuRBrfjFPW/B/wDHaxfi/ul8LJjk/a14pRSlUV/L8kQ7pXXn+ZH8E5vCUWr30miap5urXK5eGeMwsF3Zwq9D+daXxTi1O+0K8tNKspLmW8Yx5j+YYJrxr4FL/wAXE07d12s3PtVPWNc1rw54l1KTS9VuYWkuZGwJCRyx/hPFPEZbSxFaPNvFpq/c1w2OqUacpL7V0z6A+Idoul/BnQbKdl8yK3WBv9/aePzryj4baQ66DdSSJt+3OMZ9uK9Q1DxNd3Pwl8NXmuadBqt9et5UsMv7teCTv9iAKpeHPE/hXXNDmliWXRpLFyrLJ84GD+oNc83VinCGvf8AT8TsoqFlKelr2/U8BlUL4jYdlvz+j1uaFP8A8V1qF+szQ+TNlSnByeOoqprfhy403VnmS5gu7Y3PmiWJhn5myAV6ioNBk3+LbyD+CVyT+AzXtQSlB+h5M7xnr3Ox8ZyxXkFu5kbaHON7E546814rqT7NSuAvbvXrnivH2S2H+2f5V43eyb76Z/vZrTDQ5EY4uo3JLzPQvg/4pfw3rOpXX2f7WGgAILYxzmvqr4Z/EG011WtYir+a5bPRkP8AdNfGfgr/AF+p/wDXAV1XhTxFc+H9US6s5djhsOOzCvKx+HdWo3HdHsYKcY4dKR94tIHuG+grk/Fdy1nFZ7W2rNfxQv8ARjirHgTxOnijTEucr9oj4lX+R+hqj4+Pl2ME/wAo8i/gkO/pgNk5rxaL5ZJM2qLeJ8M/FfTDpPxG8S223aDc+cB/vDNcdE6KT/er339rHw+1h8R7TWok/wBB1qxG2Tt5iHkZ/wB0g14LNDDsB+YSH71fdQd6cT5HlaqOxBLOOi9Khdd/LflTdhif5vmHarMO2Vfl7UNWKT59yqCV+RvwqUTGL7vWpZvK29MvVHG45rXmuc7hyuxNnecM1LnbxVVnCH5mpfMLfdqrGdyzH606UZOaec7UL8Y7U24lWK2eTsKy5tTflXIdh8NxrER1m+8NanJpV2PJt/NTuD8xB/KrV/8AEOfVzLbeOtG0/WPKfa11FGIJ+OM7h1rrvBHhO40fwRZ3cyr5t9L9qmj3AONw+QYP+zXJeMfDcenXMs9zZ3aQSDcreWcc+4rLmjKTuaKFSMFY+g/2fNG0eTwu1z4fa5NvqWqorrccuPLGSv0Fez6rrEC6fqF28i/NcNF+OdoFeT/s5W6WfhHw0YRhHuLmfB9M4yfyrx7x5451G18QpDEjOhmeZijdt56D1r4zHUJ4zGyjF7H1OCqRw9CLl1PrSBBPpSBPuBe3tXHxQ6le+JruawufJs7K3C7emZD82fqKT4efFHw5q3hyHZqMUd7axZntpWxJkfXrmug0Evb+FrjUpx++v2a4I/3/ALo/AV826UqU2pKx9ApqcbpnS6Jr82twv9t/4+INoZh3z3r4j/aG+b4s6z/u2/8A6BX2L4NtGT7VN/A2F+pH+FfIX7Q0Q/4WnqLr83mwwMf++cV9vksnKm7+X6nx+bxUZq3meU3H36t6Yn+mWb/7JqJxukxWjbJsu7MfWvoqjvFnkU1aaNuvrz9mS8A+Fyxsn+q1O4GfXODXyPX1R+zsVg+GoXfteXUpXGfqBxXjVXaDPXTueo6h/wAhS6k9QP5VjOfsWiSyt8xjiZgD69q8n/aF8Va/4c8RWsHhy++xtJFukPlhs4HvXj8fxZ8bwQW1ve6k91ZiQF45UX95znDEc4rGGFlOKkmU8RGDs0fWulpPZ2UF1PK8kgTM0f8AfHtXZaFew6jZLNblnhkwMHsRXmXg3xhp3jnS4W0t1J24u4w3MX+y3fntXdabKbWVjENtvCmXUcDPYVCbUuVltJq6O2tj84H1rym4Yf8ACx/HZT/n2izj1CV6jaSFtsuzgoD+deUx5n+IXjYJ8262HT6VoZpbnE/E79/8LZpN33buI/rXzXD/AMf8P/XYfzr6j8d2zr8G9QMqtEfMj+Ur718tRlv7Xt4kG4+aufzr0cM/3bZ5tfSpY7zyP9M1Dyl/1dtk49zU0AkQpIm6MrtKqenHpWha6Zc+Vr180bLam02pJ2zuqC3kEsdvHKjJjAY9qmrLmNqUXHU998KeIIdR0tLrcqFVzKv9yr2g+O9O128lt7MSpLDyC64DDpkV4/4YsLmDVf8AR7lUhKH7RluPKPUk1v6HpH9nW1/qOhapbXb79iN0ES9y2e9cF2md3LF7nvVhJv3tXiP7QejJ9g+3INvm9cetbsfxGNgLZIo2u04WWbOA577R6VV+L2qWutfD77Va/OJJlC+oOea3hVjNnFOhOmtT5Tns3WNPpXTfDjW38PeJLDUt3EEw3/7h4au20b4aSeI/CcGsLeQWMUe5ZWuPlXaD97NWdIk8IeE7ZBoelf8ACVatEp82+fP2dSe2D1xXTNpxsZ00+Y63xt4Yt7nWrz7E8ll/aCb/ALRb/wDLRDzhh3FYXjdItU8POdUgjstWtEXyriL/AFdwg428d6ytY1vxTMbPU7p8eWh8vyl+QIx4Qiu+1t4tQ+GWoancW/lyNsVh34YCvOipRkrO6PTqckoXaszzbwJo8/izWrbSL2X/AIkNn/p94n8IVefzPSvTPCHl6lNe6naxfZory8dolRcfuwMKOKzorCPwH8NGMv8Ao2qeI3HmE9Uh7L+VUdC8T3ujfD6yvdGhtriSK9eB/NzjHbpXcpXOCx6t4kg8qytpLVdlx1DR/Kf0rz/X/FH9m2kVz4ldftSt/o1tx9om/DsvqxrkL/x3418Sy29n/bC6ak0giUWcQUjPH3jzXNaNY6rFF4p8MNpV7qWsXs3kf2xOuVGOCzOeePQV1KzdzkbsekaVr+swePvKvWs75tWtFubl7b5vsir9yMn0Irt7Dxzt5ns+B/Du5x+NTxeD7DwR4N0mx0uOMZK+fNtw87hOWY9TXldxdy/aIk8yTy2x8u7jmnO+ljWkk9Ge7f2rptxpX9oTorWx/heME/lWfb3nhu8XzEhjj/4Dt/lXMCU2XgO8mRslZvlJ57VkaFcHUXlivCq7UDbkXHJ9a0bsEVzHrBgi+xq1vdMibsq/mZH61m3Md9PsMFwtz5b7h61g63/oehabE3zqZiag8N3hutS2RfI4HTcaZmo3Vz0fwsFinvSE8os4LA1ys8pl8YOm5V8uRzy1dJ4evPPu7wYw0bgGvONT1OSz8S3U+y28vzHy9w2FQDvQJK53UsDM7ulxEpb+/P8A0qg+jK2nTWbXcaiWTzTsb9KpWHiiwuDFE0lj5sn3QVKg/QkVPLq4aTyotMjmB/jDcU7kKFzlfi4RF8O9SG9S6oBlPrXGyaS3iSz0XUlmW30+WyX7Tcv92PaOfxrb+M99DF4Kkhiijt5biZQQnfFeIR6jqN5pYsftUgsYuFgHC/lU+znOSnB2auDnFJwmrp2Ok8VeILHU3j0bw0rJo0By0r/euHH8fsPSuWI825iRdsUW7bvP8z7VJaQfZ97Ttu9F70ojaWUepb9K2hBRVkYTqNu7OguLwaRZ/upvtb7tscm3C/UA80ujg3CXMzv5rgZJNUfEETRWdsvvV/Ro/s8M47MBUuy2NYuTdmdzr5/4tVG/+3Xi15J+6WvX9cuN/wAIGPpNj9a8WuZf3H4152DWk/8AEzuxb+B+SI8nFaui+GJvF2n6hb2CfatSsR9qgtO8ifxbfcelYRPyVb0TXbrw1q9jqtg7JPaOG47j+IfiK77dzzk7bGbqehnW9He2ldkkIygDEBHHQEfzrxF4mgneKcbZYztZfQivrj4i21mPsnjTw+m7QtaIF4sf/Lrdn27K/wDOvn74j6CFuV1WyXdFNxLj+96/jWMYulNxe3Q6ptVoKa3W5xokrsvBnij7JH/Z123yA/uWPbP8J9qxvCljpk7XN74ka4fTrbGLe1wJLiQ9EBP3R6mtTxBHps6o+keF7vw7eCPzYQl21zFLGPvbiRkN9KJyTfJb5mdO8FzpncazfQ+MEsdN1uWdLG0hKWJ3f6g9SF9j7151eW/hyznlFveandFFwFMKp8/Tr6VpaJqpv4mtp4Z/NQZU+U/P6da56+0rUft0u3Tr9x7Wkh/pWNGi4Sceay7HRWqqpFStd/1Y2/CXhC68ZSXC213bWxgwXMue/TGK6DUfhZeaSIn/ALStroyTJDhY2HLHGRnrirXwitLuK9v/ALRY3cW6NMb4HHc+or0XUyrS2iSBvmvLcDK/7YrycTjK9LFezg/d9D3cHl+GrYH20172vXsbGq+GrjwVoesXLXO+S0tNySMu3c230+tfMD/PFsf5nl+8fr1r7f8AjDYW1x8N/Fd9C7K9vaBHB7+lfD3mfPD9RUZG+eFSb3b/AEMs5tGVOC2Sf5n6A/CSJ9a+Fvhq+vH33BslV3PJO35efyr4q+OESw/F7xHHGmweeuR77etfbv7O0iv8GfDo/iUSqfwkavi/9oK38r41eKlX/nvGR+KA1x5RSUMfWkut1+JeY1XUwNNPo1+RwuifLfGvafhLJ5XibTmb/nouK8Q0on7aPWvavhwDFrmls3Xzk/nXtZmv3Ml5HHlX8RM+yLNzDp1yz+5X8q/PTxWb9de1L/hIXmXUjcO032j7/J4/DHSv0OsfmhUN0PUV8QftAafFbfE27MY4khQ4P418/kMlGo491+X/AA59DnsL0FNdH+f/AAx5XJOrT/K38NbNjZeaU+bj0qzpuixzyIJEX/vmvQI/hwL6082KaG2k25TKnj8q9zG5jRw9ozdrnk5dlGJxSc6cb2Mu10/9xynFLbaWxVdkbb93TbV7QrubTrNLGK0WaVHw88nJ3Z7e1d1YWmu3FxEUjj8+/PlD9z1zXy+IxdSg3tbprv8AmfS4fDUa6jdvzSV7d9dNi14GgOm+EfFshi2F4tp7HG3NeX243WyFq9ssbW6tPAvxE/tF/wDSYmCE7cfw4NeJr8ulZ9K9TBVXUhzPyPKqU4xqTjDZXPTPgxd7fFdynraD/wBCr0P4MxbNa8TH1uyf1rx74ZXf2LxRcv2+yRj8zXtfw1QW+s6qq8mdtxrzMRC1Ss+8Y/mXJp04Ls2etaTbyjUpZW5R2GPWviL45XUOn/FPxPasGDC75/EZzX3JazMK/P8A+NuoyeJfidrmoBFAmk2gD0AwM+/FbZBStXm/I83M53pxuQ26bIic/wAJ5/CuY8FW0TalbteL+63nr9ea6CzR4tPIl+Z1hOcfSsjSPBeo+IdOsJNNbYEQmRt2OvTFe7VnCEJqcuVPr95GHp1JThKEeZrW33H0joOj+BLq1kmuhpz+Ydu2aQfKPoelc3418E+ALPSr68057SOSKLciRzAhiegxXkGmeD0lvZLG5aSa4Xku8hHHpiur8KfCuyv5NUS+uLnzbTlArYAyMjIPWvjJ4OngqjrfW52Vna26v6n1arV8TBQ+rR101ezXyKvg2D/imvHf+xYQ4+ma+l/gZEE+E2gn/pmf514N4L03y9A+JNvI2fK09AD9ASK+hPgyUb4V+HfKGB5P655rHNKinGrb+aL/APJEc+Hi04X7SX/kzZ2Hjj5vBj/QV5Hp15cad4P8fyWb+TOunq8bjqDnHFeseNif+EOI91ryNv8AkTPiD/2Cx/6FXLlL/fo662mBmvM+WZLme8k828mknkPJaRsmvZNchD/AX4ey90lugPoWrx/TtPvdSKJp1nPckn+CMmvqBfhXcX/wU8MadrN4uiz2s0txP5v8Ac5A+uK+3x8oxUOZ9T5XB3cnZdDwjwi5TWrf/aOMV7p4+8JXmu/E3TJzaXMmlvpluGmijJU7UwV3D34rG8GaH8NdJ8TWFj9uu9d1GWURI4OI0f8ACvS/iN471jw74wfQtAjtrWwtrSMl9uSWIzwPavnMfUlrKnpo1rpv2PpcFB+3grXf9bk8uma9rj6XYXcC2+m280czvI20kKeAF9a3vGln4H0jxheapr2kJqmpNHGVilYmMYHBK9OlcHb6xcXNpo9xcapPLqU19tdN2FRc8YAr2TXdPjutbv2KqflUkkZGMYr5VVZYehaHf9H5eR6+JhD6wvar3WnorrqjxH4jap438Q6Ql/4bfTNFsmhcQW1mnlSYHTLYrH8efbU8NeEJb9/9ONnumbvu+XJr2L4nvbeFfAF+0DQretbsEZsZ5UjI9AK8S+JxZvBXhG483cHsSCfX5VOa68O6tSpCNRLd6pa7dX1OaE6avKmml66WXZHQ+KLHWfF+nacdB1iG2ntk3v5s+3epXoOtcV4HtkvZ9VimEmo3CQv/AKm4xscd/rWx4YuHgtY0gtvIUom6WVs5464rnPFk+neF9ZaSN/KkvrGZnP8Aql3dBtx3PpWmFUpc2EW/TRd762/zO/MsPGgli1tpddDhW0vWvE+tNpmi5uL2YlX/AHm0e+Wr0qL4I6adH+16tNd2Fyk3llIJvl4XqCeuTWd4Cls9Lu9Mks2bzWixLv8A7x5Ne2eMESx8Mw/P/wAvGct3yK2zHMsRSrRo0Xyry3ZwYHLqDjGdb3ud/cfGPxB0W38M+IZrCxeV7cIrI0n3uRzz3rnLHPlP7tXpPxhVbh9OvYnjZI90L/jyOa4IQm3KKrq/TJHSv0DLq0q2DhOW9tfVHxmaYeOHx9SFP4b3Xoy/pETD7VIegSqfw7Bk8X2mzdkrJ0+ldl4ItfMlmEo+6pJH/Aaw/hTHu8ewHb0E3H5054h+yxC7R/zIp4VRrYaX80vyaJr7SZr6STz7+ZhuOF8zIHPvVODS7mx5txZebn/WGH5vrXb3mntEXdvU/wA6zEi3Txjrl+lcFPFylG3Q+jqZZSvroyv4M0q4s/iXoVtDceZLM+4ySLngj5uK+ljoztO6umxN3514r4bs3X4z+GN0bbAmc+oAOSK+rJLGNzlQM185neKcpUpPrH9WVgKKw7qwXSTMS0syluoQKgHanw2BnlJ2rgLW1JEEixSxRhQNvGRzXgqq5Ha2fPvxbjRdd0jaPm28/ga9t8Hv/wAUwzrzhP8A2WvHPi1altZs5l/5Z8frXpfw01JZ/B11H/FED+RWvo8WubL6TXT9Ty6KccTPzsfH/wARYFTxbfO33ZJiSBXJyBfMOzd5fbPXFdn8TRt1+X61xLV+i4K8sPD0PhcZFRryQ/Tvl1a1/wCuor0Px9/qbcr8vX+VefWA/wCJpZ/9dR/OvSNf0e98ReVHar5QDcl+mKWIa54tmmFTlSmktzycAtJXW29/Poflz2b/ADmt6x+GAiKte3e4+kf/ANeum0/4fWuR5qbgP75zXJiK1GrZN3R34bCV6SutGcpL8QNUv1VL1FZB6LzXY+F9Ve40S83RsC2QvvxXR6d4N0qz5W3Un/drc+wQRoAqKoHYLXlcmHhpThY9Ve3l/Fnc8Qj8E6xOGJwi5yBRXsEr7zheAKK3+tS7EfVIdz57u/8Aj6m/3qIn7UXX/HzJ/vUkX3q+p6HyCdix/HXT6LpDT2zy9O/4CsCxtzNcIq16jptkLazERX615eMrezVketl2H9pJzfQ43UYiwjb7370Yr3LScrp4X8a8smjjbUbW3Ufeu+ntXqtt8sP414WPm5Rj8/0Pp8BT5Zzfp+pka5ceVBcFvQ1594SATwtqo/jNwrZ9ua7TxK4+y3H+6a4jwsf+Ke1EY6FefzrTDxSoP5EYu7xUfR/ofRPwG/5EOH/r+f8ApWRYSbL7W/8Ar+uK1/gN/wAiFD/1/P8A0rmxJsuPEP8A1+zfyrnqq85+pw0tJ38jd0qdfscI/wCem6rdlbT/AGi3iefLkF5j5eMr0UV5v/bjt9hitdzSQSktjpz0Br2PS51e2T+F+9epSh7xjWXLG5ytxpN/Prmm3KxMlvC58wb8g5/iFeF/GO3VfEVnIv8Ay0Q5/wC+q+omjht3837nbP1r5c+LTmXXLM9thwP+B11xXLNMyjeUZXKHwuIi8Q6jv+XMddVbXD/2ZqMHy+XHv2/jk1xfge5+y6jqUu3L4Ciuvs/m0/Uj6o38q4sR/FbPqcuf+yRX+L9Tx+I7ZYj/ALYP619+LOqeFbGVm+QQoc/hX5/p/B+FfeRfd8PrP/r1j/lRmv2Pn+h8ngPtfL9TzPwUf+Jx4pPre/0rT8Txpe2+nWsv3ZbxazvBH/H3rnvdf0rdvVJ1bRAqb/8ASzx/wGiXxWEmcN4D+HWoeEPH1zqtzs/s+LcIMd1bnn0xXO+KfCs9hfWmsNbtfxXhYBY1zsctwfxr6kh0tNWIS6s9u77x29qhn+GNsI/KsryaBU+4vUD8DmuerOvNXi7/AIaHXQdGm9dOq62PI/HOn3eofDvw/aaecXED5fa3+rOOh/OuP8MeH30fRtXsZW8yR4UkJ+r4Ne3694B1TT7W2ayvIJnjn3yJKpVZQRjHGcVyeo6Vq0k+sXD6b5I+xpFCsbBvMw2T09BXDGWLhONO3ucv4ne3hJ0+f7fNf5HzxrsP2bWLlfvYuMZ/Go/Dh/4rOQt/t/8AoNV9ZvWuNammlikgEtxu2SrtI575p3hhVuPFsx6xhn/lX1GHjKNBKXY+fryjOvddzqPF8vm20Sp93cctXkV5hbqUDpXsHiiPda2/++a8i1FNl9IK2o/CcuL+Nep0Pgb5rrUf+uC/zq06+RO5/wCmuBVTwM+261MesI/nWhqKbbd2/wCm1c1V/vWenh1fCx+Z6z8L/HMugXtvvb9xu2ye6HqP8K+jvEFjb65oV4ku54ZBkFOO2a+LdMn2f9819i/Du8/tfwJZzH5ybYK31GQf5V4uLpJPmR0wqNqx8fXEHjb41z2eiRXP9pXWj20r2UMjCJREnBA/vOQMV5OZdxZJkaKVSVkjPBDDgg+mK9T8H+INb8K+NLa88KRtNqEd3JFFD/z0Uudye2fWvX/jt8H7fxp4Tm+IfhrRZ/D/AImtYvtGsaXJHxcRj70oxxuH94fer6OM4xfKz5+cJfHE+SLiXeFHYdAKrJcqin+/+lIX835umeaZ9nOFfs1dfKlucPtG3dCSXLMe1QmRmpxj2/e7U3ePWqskZttibP71XLKQKWRtq+hqmzUbiy/Lz6mm1dDi+V3Nd8KPm61reC/Dlrr19c6h4jma28KaKv2nVJ/7/wDct09ZJG+UD05rP8P6VJ4g1ey0zz47bzzh536Io6n8BXUeKde0S1LaBpUa6r4Z02XMX2ecx/aHx80zH+KQ9j2HArJ3Tsjdy5veO78QW7+MvDek6rcbrK4a2a4SKD7oyflX8FAFcnPrmuaTbxpZXlyg8hf3b/Ov5HNeteKdR8I2ejeF4ory90T7Ro8bIv2bzgiY/i7g1xmq+GP7URRofi3S5pGjGyKWQwOfzFcPMrnoKLs7H0R8L7uWXwV4durwRJN/ZU1w+yPaMtntXyN40vnXxY4T5sRDhvck19g2tpJoOhNYy/fsfDsaMU5+YjmviLxTcef4ovn/ANoL+QryMHTVTE1WdmJn7OlTLdtfy2t4l1G6iWMgjC8V9j+Bvizp/jDwsT5UdpeQRBLiAdEOMZH+ya+KtMgWe7hR/nDNyte9aT4fi8IWVrqukW6rLdQqk+6Q8A98GubMcNTq8sXv0OzCVpxu+i3PpvwtL5mkRjYynDNyuM+9fG/x4Al+Iks3eW1jJ/DIrtvgP4u8VX3jLU7RbqXVbV7CaSeK5mJCYPylc9DXnPxA1yz13XPta2tyfLhCPiZexP616eCwyw05QTvseZicT9YjGVrbnAxRlpavQj/S7b2zVqKSwdPMSxu1B9Z0/wAKQNZvd2vlQTqnO8GZMn6HtXrPVWOBNLc0wOK+pfgpc/8AFvdDRuCLhkH/AH8r5gcJ842MmB8vzA/SvoP4ZXJg8C+GPn2+bMSf++68evH3T2I72OW/awkdfG2jSxS8NYN8u7oQ/WvELO/aWNorhd3oa9h/afIl8QeG5V6vZyjd7buK8d0cK14dy7v3WefrXo4b+AmebVf75o9B+Emp69pPjOKTwrbLcm4Hk3ETr8kqnoDjvnpX2X4Y/wBK0SeG9+WZTmeQc/vD6ew6V84/AeNJ/G1irdAGbjjBCnFe1WGoNp3hLxTqGW22X+kPs6lRnIFcVa3MdtK6jZnf2QmSPy5XVo1HTucH+Vcl4ZAuvHviRLj/AI+/s8O4BcfLkjNcD4Z+Mker+J7TR7aPUoJWRZD57RPHtIB7c55r0jw1Ft+K3ik/9ONv/wChGspQcZD5rxMn422a2/wy1OJd330xnnvXyDpUTvr1qiLvfeo49M19ofG3bP4BvFX+KRP518eeHSZPG1jEg5aY/piu6k7U7HJNc0z0+9n+x+CtVjRvnZWH/j1cZpuvxpGUuIeCvUV1Yt28S6Jr1rpat9qVyESTjPzciud07wk8sj2t+W0++C/JFKv+sPsayik07ms5OLVjUJlaKC203dNDdKrPs53uf4fwrUv0/sURWC7ZJHwbsdt/ZR9KuaH4SvtIt4yztDeK2RInv0rN1TSrq3n3sN53ZyPWuZxN41EzQ07cw3K6pJG2RE/pTvE1wreED5asgN9kx7uAcVn288c93vuTjAxkdvrVbxTOv9mwwxP8huDj/arCmrVUddeSlRdjuXgW0+BSpt4K7ufdqseGLKL/AIUvO6xRrIUZi23uH9ai8Vv9n+CtnH/fSL9a3PASpJ8Jdkoym19wPpurrquyOKnuZt5ZRJb6xa3GlbZY9Otz5lp80WWP+sGcbeK9GudDt9U8M2ljOi/ZTLC0g9VVgx/PFefpZweZ4tfTdSaGGW2haOMMrB067eegHtXY+KtZOjfDya9T/WeWoXHq3FcVM2rXdrniPxa8VnxL4he3tU/0W0PlRj1Iq18P7caj8OvE9ht/0mzuVucd+P8A61avw68AwalEmv6v5jnzd9vF0H1b1qp8MrtbL4qarpV5tW31bzrdl7bsZWu6L0sYT0Vyv4e0tZ9c03yk/wCXlG/rXqtraBLDUZUTHmXcjfUlutcz4T0iS18WfZZxh7SYhgfbpXZaZ/pGhznuJ3Dfg9XGVzCe50XjWDZo2iBvl3SqPzWvEtc8IapZol88KfZFwWZZOQBnHFe9eNnhbStDMqNLF5q/c6/drnbuDR9StGtLz7b5PTbXaknuc8JcrOFvYpLj4ZFbVd7S3acD0JqLQ9D1DTvtMt/HtjZFUH9a7yz0PRrXT0sLW/uEgjfeqyLnn8qmu7C3uo/K/tVVQ9vWtbXdxKWhzvinL6NoW3u7VneBNy65PuXb+6PWuxGnogsw2pWzi1zjPfNLLZQSXaXFvcwQygEOY2HOaUotijNJWJvCcu/UL7b/AHz/ADryPxtIRqqTtF5yx3TFkPQ4NeveFoI4NVuY4n8wb+u7NeT+LowbiY/9Nnx/30aZcRbTX7PxHLLHLaeS+39382RXaaqUXwzpez5XmcBmHFeaeCInTW4xKnBQ9a9E1P59D0mPsLhv5mgm9zw74ka217YaZC67f3jvj2BxXJw3P2C1TbC00sv3Oyj3NWfGt6t3r1wsX+qt/wByn9ar6qGt7e2H+zXWk4xRwTfNJs1XtvNEU3UbMn8als4/mi9A2Kk0t92mQH1hAq0I1W6Tb8uetKT6Fcmlx3iiANDbHbnDdK3pog1skiwtFEYB5fy9fWodRtxKtiGbAMwGTXa+JtMeDTrJ9n+hm2/dSe/cY7V4FbERhWpRfW57tOg3Tmzh9Yuf+LXXEXpcDH515Bdy/ufxr0vxIxXwLNGv/PUH9a8rkfcq13YdWUv8TObEbwX91DvP+7TJLgY60hyyZVl4qlLPxXS3c4oHd/DrxJbwNqPhzXEafQtai2Tp/wA85P4ZF9DXK+JtKn8PX91omqt5sQ+638MsZ+7Iv1H610/ib4iaf4K1218P2HhvS5jDbRvJcTbtxkK561g+J/H8HjpreK9s4NHubZcW7xyFlP8AsEn9K2lTUqdupnCq4yueMzxPoOqdPMi3ZTP8a9vxFdHa/EXXdNATRNWudKj/AOeaxI459yKj1uAXUZt5fkuouR7H0/GuUCFNjzowi37Wf0Ncrpxq/Grm3PKn8Dsjuk+K/wAQtRldW8V3++JsJ5YROn0WoP8AhYnjGVNr+Ktdzv8AmAuNpDd84rl7bd5Fy8U20mbCkfn+tTyBojuZleWRt0hHTPpTWHw62pr7l/kS61V/bf3s2JPFviponuE8Ra/JGP4ze4z7he4q14S1DUda8S+HV1TWNUumub+AEG4+X74rnrNHni3q2Y4EZQO+COh7YFdF8LraSXxh4MOP3X9qwjP/AAOicIQpylFLbsVSnKVWKbe66+aPs34qWRX4IfEN87sRqcH2YV8FOd3lH/aFfoT8d3Wx+CvjlUGftEKL+clfnqNzPEO28fzrwck1pT9f0R7WbaVz9Av2bpP+LS6IP+mk3/ow18kftC/8ly8U/wDXWL/0AV9a/s8lYvhL4f8ArJ/6Mavkj9oF1f43+JmRsjzI+R7RjNYZa74yp8//AEo6cwVsFT+X5HAaQm7Ul+teyeE0K3do/YTLz/wKvHdI/wCQiv1r3vwtZEaW82OPMGPwNduZu0TDKE23Y+nNKvx9kQv16DFfC/xE1q88Y+MdSvZ0itkhla3hQZOERiBk9ya+xtI1FPs4Rj84evjHWpimu6mZ/wB1I15IxB46txxXhZI0pzlbVLT5nv5771GC6N6/Kxc0K1v9yAtE54Rfl5zXR3njjWNOkurC4t4YbmH5N4z/AN9elYuieIbO2uI/NOzEoyeves7xlfSSeI7+4hjaaKTb5bp0IA55repQWJxXJVp3Vr/kRDEPCYFzw9V3uk1ps03sek+G7GFNJ0PWNQOwaheMnrwrYY+1fR/i+fS/Blh4L1KGJLoPcGVYoeWcYxhcfXivPfgF4L0G0l0jUtVvYdYn1Oz82wt5oyFtXz86yIe57GvQ7rRUtPino91a6ebiCayMV0qk+VZMzYVo89GI4xXxmP5XiGr338rap2+7Tz7Hr0K8vZRilbr63Vn/AJnBaxNPeeAfiJqt7aSWUt7cCTyJVKlAenWvBI/m0x6+lvH19FfeCfiWR5ge2vBbhS2VRFGBj645r5pswH06YV9ZlkX9XTfc8eo4urK3YveF7sW/il4848yBP0P/ANevevh3cu3je4tlb5RDuP5V8xLdtaeJIZR6YP6V9K/Cv9/4/wBTfstkp/OuzEU+WjKXeJ5/tG5OPaR7Z5yoHP3cKc/lX556/m61u8m/56XDn/x419+6idtpen/pi/8A6DXwLfR/6ZIW/vn+dLI1yqo/T9Tjx+rivX9DX08x4uEmX93Jbyr+JXj9a7H4UWwHhSyD8nbtP4VwyAtG4XrsP8q7z4WP/wAU1a7uxrz8+TWGlbuv1PosilzV0rdH+aIEiW2+Jc0a7QHhWu9styeJdaj8rEZhjIb++Sv9K4LVZFg+JaSetuK7CPUo/wDhK7oK337RTjtwcV8pjIylCD701+aPpMNKPNLym/yZg+HNn9j/ABLl9bFV/EA17P8AA/8A5JPoP/XM/wA6+cdH1o/8I78RrOSTjdhR9TX0n8EBt+FPh8f9MCf1NdOOpyp0qjl/NH/0hf5njQlGU4W7S/8ASmdP42P/ABSzD6V5vo0qW/h/xpM8SzJFpW8oej4bOK9H8YHPhy59lH868oa5aDwf45ZO+jt/6Fj+tYZVrWiddbTBzPny98fatfuj2si6VGPux2i7fzr6EXU7vWfgv4Wu9Wla+uM3AJf/AJa4BC59eK+Ul/hr6e8OuLj4CaIZ22iGabaVX0LYFfXZzTSw65V1PDyed8UnJnm/wvUL4ptP4cXEXPp81erfF+5W3+JVwZt3zWsXI9Mdq5L4c+BNYe5sbqDTrlpzcI0krrsjhjByck9T9K9L+K3gBvEHjW21htYtrC2ktkhWJ/8AWu4/ur3zXgYmUKtWTb02PocPJ4eVNWu7fnb9DN1Sy0WK78LXvhmeaWPzl8xZ8BpMkfNgdK9g13xXpuk67rljeTiG5ntLdow3QjvivGrvwnYeArzRLvVl1CcXt2ggJbAJBHJUdhXqfifU9XbxjPYeFbWwOpJpnnm5vEJ47KP/AK9ePOm/ZWXXb5p/5m1adOpNdbJ316pxf6HinxOku/Et1fxSW91Dpl3aJDHcyxlVBB9+1YXxOJ07wh4W0zzfNS2iaIP6gKozXNa3r3if4iXMx1a/lkh+ZSjHCKw4wFGBV/4kwNbeBvCi9XSFlz7hVr1sPh1QqUaTlrfbztuY4irKrh3U5LJKyflfb5X3II9Xu7e2hfzZAhiAU9unatHUbmDWbRBqdvDcmPlC65wcdRXIJqF9qGm21rKm+K2Gfk+84H+FWsxs/m9MLgKOgrWeHUJKS0afQ0WLqTg4S1i11N7R7VrDV7SN0WJTtdMNnhuh4r2j4sBz4Pj8r/WC+jA/KvF9J1l7yaxt5RGF09RHEUXBwWzz619FeKbNbvQGRlVtrBwG6cV8/mM3TxNOc1t+ljpw9pQjFdz478bxSNpbW1zHu/eq2P61zcFi8lw0cA2iNeM+1eo+PrfZNAEGFZefqDWLZ6B5twu35M96+3weOjDCRb0vc8DHZfKrjmlraxL4GsHisdZuZF+6hA9fu1x/wZUy+O7f3hlr2rTdIWx8Oa390J5LNx/uHrXl/wCz3p5vPGk0h+7Bbs364rGli1UwmNq9LL8hYjCyo4vB0uzf6Ho+vacI7SY+nNcXY2/+kwuW/iyBXtHiXSvNsLpVXGUP8q8bj+VkHpXi5dXdWjI+kxS5asTrtPjK/EfwhJ/fsnx+dfTKxmKP/ar5/wBStVt/G/w5kiTG7Tmz9eK+iGrz8bLnpUZeT/8ASmebL/eKvr+iEt0jcASnBNF1bxxRZQcjqaZdoInTa3NTzDfB9RXLGOjJW54R8U7TeSfQbv1qD4Y6mYtP1KBm5XFdZ4ojDSMXXOEIryjw5O9vqV9bdm6fga+twz9vgpU30POqx9lVUu55h8UCG8Sz7em6uJjCvKiu2xC2C3oPWun8e3G/XLrf2mIrkPNGa+9wSth4LyPgsY74iTNZYILLxFbLa3K3lvHcDbMF27x64Ne77NpB7FRivnu0k2X1o/pIOK9hv/HejWqJ5938+wfIOSKwxsJScbI7cBUjBS5nY3/vyon+1W6ksS/IpWvIbv4qWK/8e1vJMfyFZk3xR1OUYsrdIAfxNcCwlXsepLG0Ut7nt39obX46e9ObWbOH/X3Eaf7zV87XfifXboZluZFB7LxWp4atJtRMpv2kf5CRmt/qyitWc/1xzfKonr8/izw7bttacMfbmivE5bJt3G6ir9jAz+sVCvc/8fMv+9TYaJ/9fL9aji617r2PASudJ4c2f2hFv/vV6b92KvHrWZreZJV/hr1K01IalpqTwdv9d7YrwsdB8ykfSZZNODj1G6NaG88V2KD/AJZK0zV6P90KPxrk/Atg0+q3WpY/dCPykP1rrn/1v0rxMTPmml2R9HgoWg5d2cR4zvFggMfeXIrC8NQOnhHUJn/ikUKPYZrS8cxGc23l/fLkfnWfpX2i30S/tLptwjx5f0r0aVlh0eZWu8Vd9j374Ef8k/h/6/pP6Vx19Jtl17/r8n/lXYfAb/knsP8A1+v/AEriNTO2fxL/ANfk1cr/AIkvVHJS0keF+ItUurPxDcSWdzLbtx9xsV1mj/FXxVo1nDJLdR38T9EljyR+IxXC+KD/AMTe49eK2reyaTRbNlr6JtRjEww1H20pJ9jtb741tqNuINV01o+ch4Je49jXE+KPEH9v6nbzKkgQLhTJ1/Ss/wARWMdpJa7Szb85BqWIL5HyjnbU2jZSR0ezlCUqbexf8GfNeX3/AF0Fdtaf8g7UR/0yb+VcV4IH+kah/viu4th/oV//ANcm/lXnYj+Kz38u/wB2i/X9TxmH78X1Ffckk3/FA249IEH6V8S6XbNfXdpAn35HAFfY91P5Xg0RZ3bUA/SlmjXNTXr+h8rgE7Sfocb4Hf8A0nWv+vn+lL4+8TXfhb+y9T07a8sNzkK/I+7VDwVJ++1Q/wDTaqnxP/f2ljH6yH/0E1pFL2lyZr3bnV+Cf2mP7Qnmj1vR1i8i2aYyW7dQvUYNdjpX7TfgjUtgl+3WTt/z1gyPzFfM/wAMtIa4F7I6cGxuAM+wrn30rZefZ2zkOBXW6VJyaORSm4ps+5E8a+GfEGYk1i0yOiGTYwz9cVyviDWF00i406WO+i2neob/AAr5j8Y6a8cd3Mf+WV2I1/Baq6gNQ0vTrC5tZ5IRKhzhjziuWnThVTaezsdtRzoNJx3Sf3nWa/d/b7maK4t48c8Pz1/wrhPCFuIvFs6rwq+ZgVk/8JRqss423O+STgCRc1r+BPNfxI5n5lKPuPvXpqmqcGkcLqurUTZ1PiUf8e49ya8l14bdTkr2DxKP3q+xryLxGm3Uj7iigRilexseAxuutQP/AEzA/WukvdON1Z+Wp2NvzWD8PR++vPov867E/OgKfMmTzXBiW1WZ7WBipYZJleCyS1Vt3z4Xhu9fV37PsP2v4fXKM+BG0nP618szg7G/Cvq79n2JoPhzqD/3hMw+mMf0rinrBXLrpQeh8UxOnmzpKWjSeSeJpO4y55/xrV8X+LPiDf28mkaXqeqLoV1bxpcabBJmP92McN18s/exmsWYcS/9d3/9CNVL24kSHZ5snlD+HccV7VNapnh1veTRP4F+FOpa8y6jrsMmn+HYmzLNxvlGeUjX1PTceBTvFOg2bapfLpOnfZraGUiOOJs7F7Dnr9a+qPgn4YtYPhlYvdp50moMZ3384B6KPbFeKX+nwxeOtZtYF2wrduFX6CvO+uVKmIfZHXHB0Y4daas8HvLOKKVlLyqe4K1VFnE2PnlOWxxHzn0r1XV/AWuXPi3ztJbS2I2PElzexoeB0ZTU8/w58Q2ENnqs914ct76S9kk+e/Tyzx0GK9Z4iC6r7zx1hpt7Pfseb6NFpy6pbxy6bLqXz/PFcSFV/EDB/Wuj1K5zLc28kMCWCJxbQQhEHuMc5HrW5D4NurK51DVLi6025/c7n+xT+YMs36Vg6vAW+1svcVzyrqUlY66dBqDuZN94D1eCwi1NfKXS5MeVJJOFfB9V68d653U4rSyieG3u47twp3yD5Vz6Lnkj3r3zxXrWr+DvCnh/+x/Ihmnt2WYTwLIDHwduDkda5Cw+Nt/Bcw/2z4X8Matb+YvmrJpwVnGexHcVthq861PnsYYmhTo1HC9jq/ihHFa6x4SSWHz4x4bssoWI5I9qfq+j6XqVlmWwjRlg+RwxyOK9O+I2s+EtX8Rpaa54VkvJ7awt5vtUUvlvGjjcsYx1xXNQ3Hga61fTbA3+q2Ed3NHFseMOOT93d2yeM1yuXkd/LZHo2qXLWfhvxEN+TDpEKDPXGK+JbuQy6hcyN/FKTX234oSL+z/Gvy7kDeV+AXgV8PH/AFz/AO+3865stfv1fUnHq3s0dBof/IStDj/lqK+ztV0VYvhqvmxqzJZIQdvOcZFfGnh5N+t6dH/euUH/AI9X3x442Wfgq7RuFFukX8hXlZpJqtSXnc9XA/w5+h4D+zbpDzap4rv9+xra3WDb6lmJPNeT6vo82nxXkruvm/bfJQDptfJz9Rivov8AZu0yW00bxZNdRshlvlC56YC9q8S+IHlWralH5m64F/Eyx+gw2a9ihO+KqW62PHqQ5cNH5nDWF9e6ZL9niFs6B8fv4A/862o9fulngjSDS13Eg/6Amfwrmon3z5bu2afn97D+Jr1rHAps6UOWacN1ZCSPp0xXt3gyXyvB3hRP7rv/AOhV4t4KtE1TW5LaflPsNxJ+KpkV7H4fIi8NaAHbAXPX3NeZjEopI9TDS53c479oCTzdc0H2sz+przHTDtvH/wCuf9a9C+Nr+bqujFW3AWnWvOtM/wCPw/8AXKunDfwInHX/AN4Z718AH/4riy9o5CfxQ17TawyP4K8b2stxHHFdWMieY/3Y8j7zew714f8AAhyvjfTht3YjfcR/eIx/WvoK90uZ/AXjK1tomluZ7GSKKMdXYrwB9a4q3xndTd4ngvhzw/DpHjuG7g1/Sb6Zbe3UWtuzGX+AbuRjFfSOhHb8T/GR/wCnOH+Zr520TQNQ0vXLWa90S7s/KSLzbuSMBeiDbn6ivftHnCfE/wAYH+9YREfmaqr8SJirQf8AXVEHxWkEvgyZP+m6ivlH4fR+f8TLNG/g8xv1r6i+I04l8LyD/p5WvmT4auF+LdsP+mU1ar+Eznvr80es2nh+20XT9Y1FxKo/4+HPmejbuBW/p2saB41tF2ywX0J5VX4YfTuKfeXIfQtVV/uG2lyPwNfKdhqE1kUmtZJLeUfdeNsVhRhz31NKtS1tD67ttI1HS5VFhcrfWXUQXf3k9g/f8a4zXNCJuLiKG6n02aZ/Na3uOVLdflaue8AfGC/+0W1jrsf2qJ32CZOo+or1PxkYrrSo5flPzLtz6GsJqVLc3pNSPHJNCv7rVPs1x+5ucfu5U+79TjrWd4l0290S5s7HUZoZ/MHmq0fHtyDXonh7QL/Ubi4udEu4lubVMrb3eTHJn3HK1w/xCvb288T2a6tpraVcww7DGZN2/wD2gR2PatITcx1FyOx6B8Qn2fCXRY/7xt/5VsfC+4Nx8N5Yf7skiiuV+J14G8B6DbL03RH8lra+C8gfwbqkTnCi5k59PlFTPWAR91sz4tHSePWo9Y0tpbsvGq3lowCRnGVyP54ruPGiNcfDZIVb53CD8QRXI+Hj4h0TRp7vyJLy2urjAA5dEBwWKnnBHSu08QTpP4bsAi/I9wi4+prngrHVVd5WOh05IrO3sbG3iVMW3Qeg4r528SWj6N4t/tWym3TfajPGfdTX0Bv8jXb4/wANppOR+deF+OI/K1PTo/Qbm/EZ/rXSviRyLZnu1tDFe6zD4is/+PbU9O88f9dNuDVDwdPuj1qxf78Nxvx7MP8AEVlfDHWZJPDEumSjcLLmJ/8AZdvu0aVc/wBl/ES5t24jvEaL8fvLTjbmRnK/K7+R1usxXt7o0Udvt81X3r83asi0udTiB8/Srx890jz/ACrVvbvUEu7O2tYYpvtGQGfgA15defFHTPD+qT6fqmlNBe27lZCl+4GfWvQg7nK9D1GK93j97p17F9YjSNPbO/zwyj6wmuBh+NOlY+SD/wAqf+NTx/Giybn7JMR7XqmulWMG2uh2kgtWH3V/4HHWTKIVl/1MQB43baxl+Mtgz/PpV9z6Txmrn/CdWmt7rawtb1LmThRIqHk02kLmfYs/Dy5itdb1mPcuxbgY/KsO3jttX1RY7pVliaZyR/wM13nwostOU601xbQfbfO78nFc9o2madaX2qSfZ5PLluy8ZiXd35xUlvRXLj6NomnDzoI1tip4Yd/aua1nXoNO8OJI7/Mvnyp+Fd48mnMMG0uW9jDXkPxx1qxtPDUWn2cbRT3cnO9cYjHLfnW0bSdjCT5Vc8B81ri5Qu3zyyZb8TmtzxOQv2Rf7yVi2mPtMO7j5xmrOuST3t7D5HziL92B+pJNdD945kdNpMqLp9sGbBIwBWgsn+lRf571wd3eC1gjCN5rx+nStWLV/wDRLS67MpFQ43dzVTtHlPSmuo/O0zdF54ju1JjHU98V33xAv9Vl0VDqlmmn25Q+QqSZJ56H8K8j020OpWSSNPLGS27jt9DVfU9Za1Etq+pT3hT7pnn3BPXAr56vgefEQnH7Pl/X5M92ni1GlJS6kev3Ik8KyR+o/ka8xD7hXVXl79o0RircHdXFRv8A+g16sIqKZ51afNy+hOZYliH8B6VDZ4vLyG3i+Z5Z40/NhThIrWafdrT8LR2tlfyaxP8A8e+k20t657ZA+X/x41sndnP0ucl43ZfEPxQ8QP1ihlKJ7BMKP5Vy1y8kUktvP/rIzhvf3rq/h5YS67c+IL+bmUgMx/2mJJrn/F/2f7cDayK8sf7uTZ0pe1jKo4roaSoShRjUezv+Boadb/21p9lcTszTwTG3Z16uuMrn6Uy9tI1kns5fmgPyt7e/1FaPw7DXNvqUPaGaOf8ATFNv9N1C81TEEKpHPKwjkfpxyeKxq1Ixnq7HRRpOdJNI4uONrL7RZS/61ZQwPqvrVq7+4P8AdrR1rSJYLGS4kGLuyn8v/fQjP6VmSkS26SL90rW8JKaujjqQcJWZreFQGsNS/wCubfyNa3wpud3i/wAF2ypuP9qwc/8AA6g8FWRn0/VDv24if+RrvfhZomnwxfCvU7Z4m1K58QFJgkmXwP7y9sVx4irGnGSfXT8GdtCjOUoSX9ao+mPjykt58GfGywI0jQxJIwH9wScn8K/P+J23x/3N45/Gv0Q+IEbXnw4+IdruX5tCmPPHIJNfndaH5Lf03LXkZJrTmvP9D0c6/wB4R93/AAGuivwr0RP7jP8A+jGr5N+NJV/i3rrJ9wz5H5c19L/ByYD4WaYc8rO4x/wImvl34ond8QL9vWufLocuNqv1/M7Mzd8DS+RgeHIvN1uFPevp7w7YbfCz/Lz8x/Wvm7waN3iS0HvX1ppUA/4RuT/cNaZvLWKKySN4SZb8Lz+b5g9hXzb8YreH/hPdV/dKMIg4/wB3rX074S0OaK1F280bRyqJAo618m+P7nUL/wAZ69JfTRbhdsgwuPlXhR+VeflELYmUr7L8z1M5mnhYRtuzA0p1ZYt0Sk9ya6+zvgB5c6xyg8Z7iuJt4Z4R8hjcfrW9YSSy2lvcqi4md41U9ivrXsYyj7TU8XA11S0Z738HPEDy6t4SiGz9xLJE5f8A55fX2r1LxF4m/s7x7Z2XmSG3ku7aZtnQ7VbqPpXi/wAMNBNlFBfXFxdymMM0CQRYAlz/ABk/w4PWvYbiDSNsPiHWT/al1KCluLPP+jlTtBY9OScZNfnOYUksW3HZJ/efZYZt0057vS34mPrV3HqHgf4ozKOG1Jlx9EGD9TnmvnaykEdncjuf8K+h721sbb4Z+MZLC8+1PeM01wn/ADxlwFZM9xxXzcr7LS4/Cvsstj/s6R81iW41pOx0fgXRbfVfEF1JdQrMYEUpnopJr174bZ/4WVqafd22g4ri/gzY+fearL2/dj9DXa/D3/kq/iEf3bYfzrKVVzq1qf8ALFE1KaVOE11k/wCvwPXtZk/4lF8fWNh+lfDer7Uv7necAOa+ztWvN+lXa9fvCvjDxUgbVLz2mNdmUxfLL5fqcON2TLmmBW87d8w+zSn/AMdrq/hpNs8ORBvUfyrktB+ezv3/AOedjJ/Ks7Q/Fw0exSBklZdgxj6Vz5nhZ4uEqcFrdfqenl2IhhnGc3ZWf6G3f3pbxTFIx6owz9K2YNbZdVFzjpF5ZFeftqr3F9DLHbXOIwf+WfrU39t3MV2rNbXcUe3k+T3rGpl7lFK2ysdVPMYQk3feVyzpsmV8ZL2kZSfzr6v+AF4t18KdN2/ei8yJvqDXyJo0/mjxPJhgJFQjK4NfVf7MT/aPhS64/wBTezrXJnFG2Hn5OP8A6SjHC1U5wv1Uv/SmegeJH3eHrsf9Mq840DShr1h4l0xnWL7ZpbRBz0BLcE13viO5CaVcBu6YrzazJj0LxaVbbnRn/nXg5bT5asT3Ksr4ep6HjkfgHwvpF75HiHxjbOV+9HYfvWPtgdPzr3i58SaT4R+C1rf+DY/MsR8lr5v3t5fBZs985r46t/8AR32L09q9v1e73fAfwlF/01nJ+obv+dfbYyi24qUr3Z8rha3xOKtoZ9n8U/FUl0k3/CRzQjzkzD94Y3c9favWPij4rbwR8X/D+uJbJexSaTF5kMig/Ieuwn7je9fL8VztKf76/wDoVe4fH64E3ifw9LuzjRIhjvXmV8PGNSMLfFf8j0FW9rG/Y9c+M8ltruk+FNdtJUaCK8iZP7zpJjp9O9O+IB1aw8bzahpEdykUmmiN7iNflXrwT0r5xt/GWptYaRos7t9ktbkSW+e2W7H617H8afFN9YeKBbQald29nJawvcQQy4DjvkV8/icHVppU5PV3sezg6sVJOOqSf6Hiul6n/Y13+98vyy7+YH7Gt34qXS3Pg7wdIjfLLuIP121w1/PY3mq3fkPImnM7G3R2y4B6bj613PjvQ76+8I+BdOtIfOuzEcR9/ug/yr03RhDFUaktHf8ARmEsVVrYadNfD0OcksX0wyW/nxzPGoxNA3BBHY1ME/dp8vVabZ2LRQNDPE0Mi8FXXBB9xXYeLvF6eI9K0W2j0mKx/syHZlOdxPp/s96wqzn7RRSvrq9jqhG0EzC8I2rXOsQxjq00f+NfV2oW4ksjG3R+tfMfw0tpZ/Gulxxd7gOc/wB0Ak19RTOCFPvXzGdfxlfsdVCVkkujPGPiD4XjeyRbaPMivnlvvVyWl6GwMTSKwc9FPSvWfHJUwRnvvrlbCISqC3UEYrGhiqkcPy3PoYU4ztVe5VuLQ2/hnWfX7JL/AOgmuK/Zh05Y9O1W+YfvJZBED7DmvRtU/daTrYk728nH/ATXHfs24/4Q2b3uW/lXqwqSWVYi3WUDwcRFSzSi30Uv0/zPZLuJGiIcZ5r5912ySLVbw2MTfZYpiuf7tfQl0dsZNePaHBDqWm659p3bZJZSSOOhrzstqey559NPxPQxKc+SK31/Q2fFHlW/iL4ZyytszCyj6nFe9L/rI/wr598aSCW5+F8y/wB/+QFe8PchI/N9FyK6q2uGo+kv/SmeLP8A3ip8irq98v8AaBjb+DFbCPvtsrXn0eoyXmoN5/zSHGa6H7abfIZ9kfc9quVPkSRnF3MLxVbbwIlX/WZINeT6X4cu01x2dNm1jnNet6rq0eoTRyQfcXjP96oo0tnlU7F3etehRrVcPBxitzNqFRpvofGXxIgNv4kvo26iY1xdd78XDv8AGOpn7ubg4H04rgmr9QwX+7wfkfm+O/3iRYssS3dsrd5RUviK18q/fFVrD/j+tf8ArqK3PEMe6/f+L5K6ptpmVOKlBo5y0VZZEAX+KuvttK+4NnJrB8J2ouNftopPuNIAa9rvtBWyuISiYA618/mWOWGqRp99T6nJcqeOpyqX2aRlp8Pi+nrM/wB/rtrRurGPTpVWJNoNv0r0HT5I57FU7dK5PxZa+Rqmxenl183gcfVxOIUKjPpcwwNHC0b01b/gHG6XZebJMzDIoq1p7KPM+tFexKvJM46OFjKmmecz/wCvk/3qVPvmm3H+uk/3qan3jX2ttD86kXh92vV/hRZyXCXsU6/utgNeVR17v8JY/wDRrv2RTXi5k7YdnsZWv9pR2UcUem2+IkVEHYcVQjfzdzV0csCzx+Wn93JNYWqp5UXy/LjvXyEWfcpXOe1HTBdXUDZ3qpJYVz+q/JBcDtxXVb9oc/7Jrj9WfcJB7ivRoXctThxCUY3R7Z8CP+RBi/6/5P6VwWtPtvfEf/X5JXafA658rwUidvt0n9K4DxPL/pXiM/8AT49b71Z/11R4cdGeJ+JbRvt1xcdjXYaPbefo9mhO3CCsTWn/AOJfOfWun0D/AJB8H+6P5V6tabdNeR6OX0Y06rfdHLeMk23VkP8AfrNiv4kg2vuQ47rWr4u+bVLQexqxPBFPBslTcmOauMuWEUZ1ISnXqNdCv4Gk/e359XFd7ZOGivYv70Rrz/wR8s1//vjFdhaS7bsj1Rv5Vz4hXqM9DLn/ALNH5/mzz/w462+vWPm9FuMH+VfUEtz5vhdh6Lg18uQRCTXzF2N5j/x6voqxc/8ACP3Sf3Bis8xV6kGfPYD+HUXmY/gp9r6j/wBdR/KqnxIvY7ODTpp1Z447jLKjYOPY07wvJtlv/wDroP5Vj/FI+bploP8Apqf5V0QV6qZhUbVG6On+Gt94f1n+1VtZLmCSGxYOJFUBEPVhjrVW38EW+qa/a3lhqVtcDeu5emcd8VznwpiRNB8UzfxnT3BNcvoTzW+rWHlPJERcJ0bHetHRvKVnboZRqtRTep6/438H3jaZfxrZyOXvVeKSD5u3UjqK4n4iaPeadoGlf6JLgBlZvLOAcd6PHfiLX9N8VaxPY6vcwLFMqrGG+VRt9K2vG3xK1/TPDmiSW9zEzXYbzvMh3b8D0rkw2H9jK8XdNt/NnViMRKslzKzSS+R4dZQO2p2YZG/1orrfCebfxF5v/LPzGRvxNXNL8f6rqWp20V5b2LiRucQAdqqaVPv1x4Vi2Obhjx0AzzXsybcWmjyoRUZbnUa8d0p/3jXk3ij/AJCY/wByvWdTHmv8vvXlHi0bNTUekQqaDtIrE/Cbfw8X95qP/Aa720jXyvLXtnP41wfw5+9ff8Br0GL5a8vGO1Vo+gy7/dYkEkWE8ta+tvhaI9N8OXunp9+KyGV+q8/qa+aPCth/bPiS0h25jVvMk+i8/wA6+lPh0PtV1ro/6dwPzrzpTanGJdeCcZM+E5ulz7XL/wDoRrM1M/uG+hrSuflvNSj/ALt5IPyc1j6wf9Ef6H+VfRQVmkeBUd02fcvwhj8v4aeEQwx/xL0zXzvqn/JSda/7CTg19JfDs7PAfhvd206H/wBBr5u1AK3xM1o9v7RJ598V87Tf7yTPY5fdRV0nw94a1PxzrMmv3HlX0GowCEbuNmMfrXQP4J8G6ebyz1eeI2zf2jNpokb5eozhvUHiuz+G3hrXfEfiLxDqMEWm/wBkfaGtQ01qkjMVHHXng9a5z4p6j440LQ9C04XmlQahp6ztdNDp8ZWT97hNqkELwcnFccZPGY6rRjWadlpfbrp6bP1Kc4UMLCXs03q/P5nC2NnBbeC9Vks9vlRxW8II6ctmuDuM3CzR/wDPTgV6hfXmpT/DTWP7bvmvblb23O7yljwT1AA4xXmFkN93Cn96UD8zX0cvek5HlU1yw5T0X4pQNcaPoVo7Ksh0xcMf7xzXj2keELq6/wBJvz5EMTrx3J3V738aL3U/Dz2TaMIH8uzi82O4hEocc9Aa5Twv4/1VpLF9Q8MeHbsLcxnZ9mIIG7rnpu9K0y+clhYuKOXHRi8TJNnaeLdRY+O9ftkf95b21oCpXp+5HFcSlxdXHjnQbRptsbXtvnCj+9mvQfiD4205fidr2nXHhjT55beKISX0t6beabK55A4OOgqbwhc+E7jx1ozNoccV1uzG/wBt8woQh5298U3dHRGzT9TrdUtnm8IeLZF+/JczfpXxBF97P+0f519x+JpV0f4T65dXX8XnsR05ZsCvh6EdNzbj61w5TJy9s/7wZkrSp+h1nhMj/hJNG3f8/wBB/wChivvP4jRiTwtLGRuQ3MQYH03ivgfw4dniDSCva8hP/j4r9BPGsYm0aZW6faIj/wCPCvJzbSrS+f6HpZer05o0LCy+xaa0Sqqj0C4FfEvxa+zp4l123gRt0N+qhvby+Rn61913CeVGU7jAr4E+Jv8AyPPiqNeQNVOPpt6V6GUq8mceP/hpHDDripUJ3J7Zqun+tqaM/On419QeCdp8OZfK8SMzLn/iXXI/OPFep23y+HtH9m/pXkXgKTZrkz+mn3P/AKLr2e3+Xw5o+7+//SvJxr5XH5nrYJ3gzzf4py79R0xf+edt/WuL04f6WfaL+tdP8TH/AOJ9APS1X+dc3phH2iTd/wA8v611UVajE4q38eR7b8BTs8XwSN0jTn6kgCvpPXwzeEPF0cD+VKbZlRg2CGK8EGvm34OQFbyR0/1uxTn/AIHX0H4h1cWHhPxjdyQrdiCBpfJdsCTC/dJrzqsr1j0ofw7ngGlW0sHieGee8mmlkiVJUMpYZXZzg17fp87L8TNeDN10/P5Sf/Xrx7SdXk1PxBlNK0mxtJ0jw8ETefkbDguScivThd/ZfiRrLdv7KkP5Siiu7TT9QhrBljx5Pu8MT+1z/Svmn4eXAi+LFpI52jZIM/UV794muftXgu/uPSbP5ivnTwr/AMlGhPpk/pW1F3oepzVVy1Leh9BJOG0nUv4h9km/ka+YYf8AVLX0Ja3u3R9RH3iLaUfoa+cftBVFow3UMRo0df4UGNRtinUOD+te0fErUbu2k0y0tJo7eBrUPLvXIznAzjmvFvA8nm6pa7uu5a9k8eWX9peIbO13spfT48YXP8RqK1uazNKN0rlLwr4z/wCEXa4bWY4poZcbpbecNsH+6cGs74sajb6p4k0q6tX82OSxUq3sTWVrGiWL+INHge5R5P3KmDyyHPXmqfi75db02NflAtV/rXNBJS0OibbWp0nxGeaXw1onlI0ojRWfHYBOppnwp1RI5fI+3Qp5rlmsp22o/GOvrWzqpWXw+3m8AWX9BXkCWSXUm2JWVtuRW0YqpFozm3F3PrWwvLaBxFKklgRwiy8oR/st0qLxbEzaMJLdPN8u8gcBOn38f1r570Lxz4o8M4i83+07Idba8+bj/ZbrXpXhf4h+G9U3Yvp/DF9u3SWdz88EmOfl9M+1KVJx1IjUTZ6Pcxv5/iGVl/1kMFun4nmvnjx/O0vil4d7FoWwT+NfQWneKdN8R3MNpZPumLq8kffArwK1jj1zx3qTy/6uXUWVG68BsU46SuNJtcrPQfhVeiK0vIZWbkruf0x2p/j65On6vaaxbnhdk2f904P6V2eiahJF4j1XRoIIIobdVbeFwXYr/FWb4qspfF+gu/k+WQH8kbcl88dv0rOPxc3cqUraHWR3Md1q2hyI3yyHen0IyK+Wvihp7/8ACW6zcO27zbx/wFe2/DTU7i4/4R7T9WhmttT013hkSVcEoBlW/KvI/jC7x+I9RRf9WZOfqTXop3djiPJb7y1OF/Osfzeo+b/vqta5jL/dXndUui+G5NUc738pNhb8q7I+6jmabehnWJvJXVbVpGJ6fMa+h/gvYXF7q6SKd/2R180lvX0rzjwFo0dvfzC4h3NtR4s+hJzXt3wLg2vqrbcfvwBQ3cai1ud38K7S607XfGqzouDeO6ndk4IzWF4k8TX+i6RZ31lGrrM5Hp0Ndt4LG/xH4pPbft/8drz7x6nkeD9Kj77m/nSQ+qNDTPGuo3ujS6nLaxpHDww3HmvEfiBPqnj/AFz7VZ2zERL5QjRScV67ooCfDm/Prn+dZXw2xEbudf4Sx/IVrF8mpnNc69D59lsZ7C5SO6G1yxUr6EdaHsrt7CbULV18oAlkPU7flJFbWtSiXWWldet25wPfNXZY1g1C20fGPM0eZnX/AGm5H8qqpJwhzGdKmpyszzw3M7NhhHv211ugaIl34et7gyNJ5bsHX+5XH5GRuZjuX5GqxperXOmrNDb3MsRPMgHNXLm+zuRTcb++ro9KtAIrZbeLzCnOV3YrG1n7HbxkpAu/3rn4JJ9RZpGvJ2K9t2P0FZOvWTeeu5pMY6ljUqGu5rKaS2Ohgjjn8K3MmP3sW7FcRbSc/wDAK6u2kI0C4hTvESa4i0k/efhXKviZ1yacIW7GlbxRPCNy5PepPEd4NJ8DXNvF8susXKwj/rlH8zfmawwXXiORl5rG8YX8k9zHa72aKzj2L/vHljW8Y9ThcrKx2HhxpvDvwrv9QX5JtYvDHA3+yBgkfgK8+mti6fKK9g8W232P4LfDuBekweUn3x/9evMWjHyV5WHqOXPPvJ/g7foe3io2jTgtoxj+Ku/zO7+DWjGWbxB5vzf6Iv8A6FVs+G/FN7caFLY+RDBc6hcR2cnVsqPm3D0x0rd+CQT7T4hXv/ZYIH0NdfpHh3xLdWfg1tP1e0tIJtVvDZgw5aAhTuZv7wI6CvnsfjZU6s22vnt8Lf6Ht4KhF4env12/xI8P8Q2N7p1jqkepP519baoFlfsTt/wriL5vsDzW0HzRv8yA/wAGe1e1eNdFvNH0vxpFqdyuo3Vtq0W66C43sVznHbtXjt9GuoK8yDbcKm6X0kx1P1r6XLKvtaHN6bbbI+fzakoVk47Ndd92d/8AC2xbUrC7C8CWGX9EYn+Vd58KPhlZQ+D/AIeePZZpDeXPiUwPHuwAqA7ce+RXiXg/xpfeC55pLSGK6t50dXgmzjLIV3gjuAfxr3n4Z6H8QNZ+DOh3nh+80+bwvp/iJ3a3x/pUUwT5mJ/ueg61hjqdSFOcuaydv1KwlWFSVKFtv+B/kev/ABGvpH8EeLyr7fM0qbOPzr4Lt8/6P/wGvtH4nXslr8NdcZDmVtPCsfrgGvjDbskhH+0v865MiX7qfr+h1Z47V4+h9g/B+4/4tcfa8cD8BXzj8TBu8b3Z9QD+de//AA2k+z/B9XVvvXk5/LIrwf4jpu8SvJ6wpVYSKji6nqzbHO+Dp/Iz/A//ACMtnX1vpQ/4kM6f7DV8neA493iS29hX0oL3yLCWBH5KH9awzRXqROvJ3y0m/M9J0CNI9Itli+59nGBXxZ8QR5XjrxHEpzi+b9a+0PD08L6fbJFIr7YQrY9cc18S/E6FB8QfE5xyb48/hXPk8b1p+n6nVnMuXDU35/oZUe5GzXTaFdJDaPaS2n2kzl2jJ/gbGQy45zXDwwxPGA6bq6S71YO9nIsKwywIACnT7u0cfSverU+a6PnaNW0lLse8fC3xXqN5fTabeSKbS5jIBK9HUDaFx0zXfaxfap4d0ybTLS38q5v40t7AQru+0RtzKrf7Q7cV4v8ACe/0zT9a8NtLJGI59RK3Bkk/1EYI+ZvrXrWnamPEfjS18TQQLJaWmqvpls6Z8uHMZ8qTb0x3Jr4vG4aNOs5KOnofU4fEyqUYpu/zK5lZ/h14jR7b7IcCIr5e08Dv6mvna8fZaz/7wr6n+I2LLRPEETv5lx5S+ZIPuSPtwSB26V8o6jKGhmHo1exlMuenc8rH3i231ue5/ARN8WrN/wBNY/8A0GtvwZJ5Xxd8Vn0hSsb4Af8AHpq3/XSP/wBBrR8GyB/il4yZegiT+deVFf7fiv8ACv0Oyr/udD1f6nYtqHmQTR9/O/rXzT49gEfifWFVdv78nFe+27/6bN/v14j8TbOS18WXe/8A5bqJVI9DXvYKPLNrujy8XrTT8zC8P8WuogdTaSY/KuLg0S8vII5FmXbsHBY12WlOLbzh2a3cfmtZGinZZwj/AGBXROU6MpSj5GVKEa0Yxl5nGkTRFtrtgPt+8cV3Fp4G1a4tUulvF/eKHVAxz+tcfP0f/rof5169o92v2W2558r+VLM61WjGLpkZbQp1pSVS5xGi288I8Si4fe8cKK34V9P/ALLatH8MNRm3t+8vpNq+3TNfLLz7NT11exHSvqL9mqf/AItc47+Y5/8AHjXmZlBvDyb6uP5HfhZL20IropfmdV4xnxpZ7/MK5GCTb4X8U++izZ/A10PjWTZoVzJ/dXP61zGhFL/Qtdgc7fP0qZM/U18/Qp8laD8z6GUufDzifL5AZw9ez3Gny3X7P2lXcC70t7q4EnsGfGfzFaPhP4E6LrLrnxBcyNEAZII4cEj2Y19D+H/C+m6NpEOlW1lENNiXAgdd4Pruz1zXv4vHU/dUFezv2PAw+FqJPn00Pgq3sp7i5t40iklMkyKAiknlhX0h8Zvh94i8ReJdITwzpcl3bQWCQ+fwBkdmJr6MsdNs7SE/2bpUccg6RxWyp+oFacGn3CFZJIlTb/erxMVmdWVSE4Q1V/Na29DspYaNOMouW9j5T0n4B+NdVGmwamLCxt7V/vj5325z24PtXrfjb4I6Z491aLUdRubq2EVuIGSGQDeB0zXoOseM9J0UN/a2sWFoR2lnUfpXnGr/ALQXgbSUdJfE0crf3YI2krz3XxeImnC7a7L/AIc6LQgvesl5nKJ8IfCHh6fFppTXDx9bi4kZzn+VZXivULTw/f8Ah+6utyQwyyRghc7AUx+VZ+uftQeGxE66Rp+p6k3YbRCv4k1Qhk1H4oeIvC9q1umn6dqiNMr7t2OMn9BXXTweL5/aYq9td/Q0jjMOoOFC2ltjH1jXU8RahcX0Y2RHCJnqQO5+tUvJ+8K7/wAY/B2+8EW/2+1m/tPSEIe5IXbJGM8/L6e9Z+h/DrXfENm2p6Raj7DMGNr50gy47D/69ctTkp6p6HswqKUE2L8HLWOfxk8jJloLRmT0XJwf0r2++uligLM21VbFZPwt+H8/grSbi41llbVr5QJY05WJR0XPc+tcb498QFbHyfM2k3Jx+FfP4+DxWKUYehtg5J3bNHxFes6phdxVwazoLqJEduc7sg1j3eos9gkmc7v8K5ew1nbGw3bfm/rSpYOUoeh7Uqsae52Gs3Pm6fq//Xu5/wDHa5z9m3jwix9bp6hj1db+319V+/HEwx7beDTf2fJQvhCId/tMlenUoulldaD/AJofkzxqk4zzGjKP8s/zR7TeH921eO6I4g8NatMv96X+Zr1LV7z7PaXUrfwIT+QrxGzvMeDb4K/Vm3D6152W03KnLzcf1O3FSUZr0f6HQ+IUeeH4d7PvjGBXv5iU6UA/XZzXgd+wY/D5u617xcXYi0vfXZiFKVCmk7ay/M8mppWl8vyOSuNlldr5Yxu60/xFqCz2IRfvbhVbWLtRJE69aw9T1AyRZxwvNbUKV5ps5ZysjQs5P3ez3rd04BrmLd6Vx+j3vnybSu09a6/TT/pkI9q9NQfNY5b2R8g/GBPL8WXvvcMf1rz2vUPjHp07+PdQs4F82TzS69uCN36V5b7V+jYJfuIo/P8AGu1aT8yew/4/7X/rqP511Osj/iYPt67K5Sw/5CNr/wBdR/Oux1/T7yW/DWMLSgrjitK+6LwzsrnMaDcPp2tW0u3545hxXukuq/b2ibd1XivKbPwRrMkiTSIqHdnlq6mPQdRwnnyr8voa8DMcLTxc4yUtUj6zI8wnl0Zpwvc6+HUV0+ZNzZAbJqbXtWi1fVy1scoIsVyj6JdsM+bz6mr+h6W1qJHnm82Q8VwUMBGhP2l7s9DH5rLGpR5bHKyXuJ5VVuhoqXUNH05b2bzbtlYnOKK9r2EJanzft6kdDk7j/XSf71MXrT5f9a/+9Ta+jSsfPN3NGD5ttfQPwbwovv8ArmP5V8+wda98+Ex2rf8A/XFa8LM9aDPayz+MmeiWzjM3+7WDrR/0aSpTqiWrzb/wrnNR1HfG/wA+c18pGm3I+3c1FXI5JNsD1xuoybpJK6OeXdAK5i+/101erh46nlYmSZ7H8HX2+Dv+3x/6V574rk2jWj/09yV3XwkP/FHr/wBfj/0rzzxq22DWP+vpq2pr97L1PKbsr+R5zql3HLo8m08hsEV1+g/8g23/ANwV5legInm55Z8GvTdDcf2Tbf7g/lXo4iKjBeZ35bVdSq/RHNeLv+QvaVdJ/cN/u1meN3KX9sf9mufk1q9cbWm2j2OK1jSdSnGxjVxUaGIqKS3N7wa+2W8/3hXXW7lrlz6Bv/Qa47wblnuz/tCupt32m49g3/oNc9dfvGduCf8As8fn+Zxti3/FQRn/AKfB/wChV9BWb/6Bqo9H4r560n5tetPe7H/oVe7pJthvx6ympxyvOJ4mCdoTfmZ3hf8A1l7/ANdR/KqXxGi82xsVXq1xj81rQ8NfJLqH/XYfyqLxnqFpp39jXGopJJbJfhpFjxuKgHOM1cLqojOq0qQvw00mey8M62t5HsknsWO09cbuM1yIg8rxNAn3cXCEV7F4M8TeEvEdvrRsFvLZYLb9/wDaP+eZ7jFY+mf8IHreuQNaarF9uyAqyKyk49jxmqjOcJNyRk1CUVGMjiPiVbt/wkGtYRn3TAnHbC1R+JkRTw54RZv+WkMpH6V6T488IfbNZvJdK1i0ivJWDGGXGQDxzWV8T/AGrXvhbw8NNEVw+nK/nfvNvBHGKyoSkprm01NcRGLguXV2R4z4d/5DGn/739K6Tw44XU9Y3e+P++6xtF06507WbNL2No5eeD9KrefLBql1JCdp81h/49XrSXMrHnQdmmegv89eVeMfl8Qzj0Ra9Vgz5abvlO0Zryvxp/yM1z9F/lWVD4i8T8KNj4dn95qI9dtd8zbK838FXsVi92ZQx3OAMV6zpOlPq3lSEfum6D/GvOxvu1XJns5fLmw6S6HY/Da0lsotQ1IryYjGuffrXs3wauRdXGut/sJxXn8UUWnaI0MfQJ+tdV8B5d17rvoUX+deLCTnV5jurR/cs+L7mOV9U1xoo5HjivpzIwUkIPMIyx7Vjayf9Gf/AHT/ACr3P9ny0j1vxD8VtJuv3sd7a3KhD0BErdPxrwfUyViMT/ejyjfUcGvrYv3/AEPlJSvE+8/BE4uPBWhyJ8obTosf98181au+7x7rp/6eCf5V798LJ2l+G/hR5G3H7Ama8B1yNf8AhYfiCGQ7A1yw3enTmvmMMv30l6nvVX+7T8j2D4beItW0ZJrGGzjuYZ5muF6ryR3NGt+FfGOvPDPdW+ns93atHexB2wHMm4bSR0xxVDwv4s8LaW0dh/wkkFzeIOYwrbsfTFd5H8SvD6l4v7REssabmVFOdvrVQwVChXnWS1kZ/WJzpxilseIeOfCWseHPAertrf2dTPqsEkUcDEhIwu0Ak9TmvGLLP9o2YXqZ0A/FhX0P8a/EttrnhCSOzk84R30e5x90H+59ea8E8PW/2rxLo8G7b5t7Cuf+BV6yk+VtnFbWx9M/Ez4c6n4rezfSI4JtsYjmjmk2dBwQa4nS/g74shmEdvpNp5ccoMh+2jjHtivdPEni7RfCG0+IryOzhmYBXdsDIqno/wAWfBSGaVtbs8SnCnzeDk8de5rly2UlhIDxcISxEmzwr4k/BrxlrfjvUvEC2Np9lvRGFzPhgQgByMe1SeAPAGsaR8RdGutTt4lt4Y3Vykmf+WZFe46z418K62JoU1qPhgQA33CO1YWn3+n/AG+HyL+CdhkqiN83Tmu2dSWlyYxSvYyvjINnwQ1Lb82fL6e8lfFLAeYP96vtj41RCL4NTRRN+7Lw8+oL5r4mYfvf+BVxZN/Cn/iZOYfxoryR1nhC0+2+JdIt1XJku0x/31X3v4o+bSJfeWP/ANDFfGHwWsPtvxI0nK8Q75j/AMBX/GvsHxS5eHS7fO1JblN/0rx83knVhHsj18uVqcn3Z2d399/94V+fvjcC48ceNoVb98dSllh9yp5H5V+gc42yMPQgV+dfjDc3jLX5Im2yLqlwQw/3zXrZX/EkcOP+BepzMZ+cGpAeR83TNbEcGj6mjfb7iXSL3/npHD5kD+5UcqfpUUWl6RFIv2zWftK/3bSE7j+fSvolNM8D2cjR0GV9OtNX1BT921+zg/7Upx/IGvYopz/Ymjxt0yDn8K8Xmljlt/ItYGtLKP5ljLZYt/eY9zXsIj8jQ/D/AKGJGry8ZNSaPYwcHFNHnnxE/wCRlx6Wyf1rA0xPMuHH/TP+tbfxAO7xXeeyRj9KxtM/4/D/ANcq7aX8OJ5tXWuz3L4OSbNbRG/5abf/AEKvafEgtf8AhGvFMOo+Z9ikgcT+V9/Zt52+9eG/Ccbtbsv9+P8AnXumvWg1Kx16w83yvtSmEt6blxmvIru1W57MP4Z4z4cu9Cutfhi8OR6kI18vbJcyKUwduQFHOa9Hv/8AkofiL/sFTf8AoYrmtL+GD+ELwX0GpNdW8bxKITHg8soJLfhW1qMh/wCFm62nY6Tcn/x8VriFr9/6GdB3T+X5oq61cKnw/wBTR2+8ePwr588NyhfH1tJ/sE/+O17T41naDwbGF6STsrfTbXhHhx/+Kt+btCa3w6/cI5cQ/wB+/ketz3/ladqHP/LvJ/KvCC/Fes6g/wDod1/1yf8AlXkGa2oRtcivLmsdf4BnZtegjb7gIFfSGr227xPaSKdjmwSPPfrXzR4BO3XYT/00WvofxRqgs/FFlHKjGJtOiJ2Lk8sRXNiPiNaPwlHWfCyP4l0rVUlYGCaNJFPQ9ea4Lxf83iO29oMfqa9eiRJL+E3DsJI1Qxr2frnNeTeK4NniOHd/zxP865qbbnr2Z0y+B/I7O/cf2FcS78eXZ/KOuTgdq830x5pT5/k+dtQ5KdvqK9BntpbrwtMYhK5Fp/yz5YUnwv8ADM0dtcXWpx+WbhgsaP8Ae2+prSEuVMlrmaODnv2Z3jRNg4y0naui+H/hSHxrc3/2i42C02ENtGXyecD6Uzx9pdtYeKprVV2wgKx/Kqvw8gu7rWLy48ParBYXsfEcM6k+epPr0xXQ/hucsm1KzPoPQ/BemeHtTm1WwZ4/3BBjLZHA6ivF/BNvH/wk0PlrhGvScfUk16rpvi3VrVLm38UaJcWksVsxFxF+9gk47HtXlnguTZ4g0wt/Fck/pXPF3TN1fqeraFc7vF3jOf8A55sFH/AUrc0ufZodq/cJmuX0u2uINU8ZzMjBJnYxn1yvat+1yuhQhv8AnjRB3ZFRXNR4ktfEfhxYlxvRiT+FeA/FW08/xFqj/wDT2i/nXvV7Ls8X+GIvWBz+QFeL/ES2efxBdBGVTNqkagngfjXW1ymUTyy9tI7PSIXb78s/X6Gt/wAHeHru4uWihi3kw5LFcKgLd66fxXpGkeGfD4ibdqGohsk/wo2ar23iGSwktf4F+wiVtnf2+lCm3HQ09koy1Zv3GiWuh6vpNlb/ADy/YA0knr8xrqfgp8qah73f9K5v+0F1TxhZbdvy6PGxx7k10PwefZJdp/fuWNb0LuCuYVmnLQ9D8J3LWt/4klTbvN6Rz/u1w3xKP/FPaV/vMf1rqvC1wHv/ABJF3W/Y/wDjtcl8UD/xI9I/4FW6Of7SG6d8vwxn93P86zfh4P8AQb//AHH/AJVfsX/4tnL/ANdD/Oq3w8H7i8T1jNamN9zxC6+fU4PU35H51VvtWVvigGz+6SZbX8NuKlvp/s+pRP18vUmOPoCa4UrqD3/2qKCZpvO80HYeuc1t7Pnhb1MY1OSVyzcAwXVxH1W3lZR7EGs6S5aKRJJV69/Y1fvnT7ZcTXLvbea+5k29zzisi8uVXIik83dwAVxipehJr3Gp3OkW8UlgIzI39+qlvqusavqEEd68f2bf8yItSa6Mw6csI+86j5vWptLtZ4NTTzduPOww96xkuSV3udcOaUXFPQ0lcf2Tfov/ACzc8e1cLAT5n512USn7DqJ/6bMtcfH8s/51na0peprKXux9BkW/zVLdA2cVh39pczyTSvDIxKk8etbHzoGO6lQyN92uo889c+I9gbX4SfDNG6/Z3/VQa8dmTa6f7tfRfxgsFl+GPgBonVEji/i75jB4r58uk2zJ/u185hJJ036y/Nn02Mi1JekfyR638BbffqevN/1Czn/vqu6sJPFkMHgqPRdMtJLYapdfYZJpOZCVO9X9ABuwa5P4AAPf+JNvfR//AGavW9K1qCybwNaS2d1J9k1C4bdHHkHehAA9SCeRXxuaVbYqaaT23/ws+ky+k5YODj3f+Z478TY9QXw54/bX4YYtR/taJZFgbKDhcYP0rwGzlWC8ieX/AFecOP8AZPBr6b+MbLdeGviNcojoG1uDCuu1hgIORXy6v31r7LI5KWF07/oj5vObqtBP+X9WQ3Fr9nnlhb/lmxH4dv0rpvBviHUfD93a/wBnXl3Hb/aFnlt45SEkxxll6Z2k811Xhb4fp4z8KaxfrMsN/YYiiY9MAZy34V658C/2f/D3in4c3HiTXLme6vLbWTbRpA22Mxqozu7nJNdWKxtCNKfN9nR/dc4aGEqU6kJd9vvOi+KMcV54P8QWa/NmyUjt/CCK+NGH7xP98fzr7P8AisfIHiNEXd5dsuF6dFFfGN3IqOhYqpkO4D8etcGQ/wABvz/RHfnj/er0PqXwS6r8HLAKc7p7kt/30eK8X8coJdWV++wV638PJFl+E1hGrbv392c/8CrxbVrsXbhvQbD+ddGGg1WqPzYsXNPD04+SLHw/j2+Ioz/0yevS5fE6WHiHTNNli843+RnvH2Vv++q838Dj/id4X/WMhVPqSBU2sXDS/FO4aPmPTXEKg/7HH6sanFUlWrNP+Vv7v+DYvDV3QoK3e3+f4H094G1LFq3m/K4Y5+tfJnxLdm8eeJHRGbN0f5V9D+FZ28s7W4IOa+d/HB/4q7Wv+vn+lc+WQUa8/Q9HNW54aC8zk4pvKwJVYGtA3Zcw/LyXCj/69U7n5RH/AL1aUcAW2tD3aU19A0j5WF27G74Yv/sE1z5tp5y/aHT8+9ekW/ifV4PBtlpdvcSw2A1eMKscICBm+USb+p61y3w9Sy/tEjU5VgtfNZDI3RCy4BP410+sW7aToFvpmqTrC8PiEo8O7pGqAqw/2T2NeJiuWVW1tdz28K6kKfxGzdeLLjXT4i0y9mjlniSRVf7pdYuFJHvXjRO6zlLdTzXf6NFHbald30MMjx/2ZOs7v9zexwoUnrXn86TRb43hZBSwEIwlOEdly/fYWMnKUYOX977rnvf7PUga01X/AK6xfyq18N5fN+Ivjs+i4/J65j4BXfkS30W7h9hx+dW/hbd+Z438ay9n3f8AoyvM9k1jcU/KP5/8A63NSwmHXmzvbM/8TGX/AHhXmPxteJNb01y21/sWD/30cV6Jbvtv5j7A1458bLlpdftT/wBMBXp4eP79ehyYl2oP1RzMb8N/uH+VUNKA2Rf9c6uWM6x+YX/54tj67ayNOc/YYP8AcFdVZN6HPh5LVow5/wDVOf8Apof516Po826KH6V5zMP9EY/9Nj/Ou0sLry7cf7vFPHU3UgkRgqip1G/Q5+7P/E71c9ihr6W/Zlu93w4mh7qxz+LV8vXUn/Ew1M/9MjX0T+yzKW8K6vF/dlXH481x5jC2DfyN8DK+LXz/ABO++JEnleDdSdeCAP8A0IV5boXjGHQ9NuLm9tpLyAxPEyRthufSvU/ien/FDawfSPP615F8KtKj8S3NxaTQ/aFCbtn14ryMPTjKCnLoe7OpJc0Y7s1tN/ab0/w9Z+VoXgrnvLcXXX64o/4ah8c+IvtCaDYabpvkpvJSIucfjXlvxF8K2/h9N9rx/prwmLqBjpVn4PxCXUdWV+n2Bv517jwmFVP2kYnz/t8S66pzkXtW+PfxG1dufFdxbg/wW+Ih+lJqS+Or7wfaeKdU8TX9xpt3KYY1N6+7juR6V52IbdLTzftO65348nb0GepNfTvg/wAHt43+D3hPSYp1twJzNI788ZOcDvXJmEqeCpxqqKSvZ6LY6MHSlipuEpN6X3PCv+EE1x7CLVtR0+R7SXnfI2W56FlPOKi1Pw0YovPc9HWNkHTB719SeI7G1g8OX+izMraqk6LFIOnl9T/SvOvEfhRdWvrzTjuijcRElO2BXzeGz2pWp89SySfTsfTzySlGTjC7utL9+68jxhPDX7m9dX4hwFx719I/D6WLT1+E9xcfuUEE+8n2jxXjGkaeNHm1yxkdplEgCl+tdv8AE1Dp3w88AeU+zak2Cv0Fd86ssVUVO9+z9YnnOhDC0+dLXquzTPW/G3xOtPEmtWPhTR5vN0+a5SG+mTjcM8oD/Ovare1gs4EgtYlhhiXbGiLgKo7Cvgjw9cPFJZzo2JBMjA++4V9l+NPiLpfgrRDe3oa6uH2rFaw8vI5HCivmswwzjVjTirt/8A9DmTpKRu6g3Ddhtr5H+I16WuDtbDLO5ru9c1f4r+I4ZbqSbT/Cdky5jttvmzY/2jzivnnxDqOtw3Kf2wyzpuIMnb3PFdmW5c/bKXPFvsncmpjVSoyTg9bdD120nMnh4NntXmd/qY2G3O7JlyDXZ+HroyeD3LdUQ/pXlFxPuuN3vXfl2GXtai7M2zTFS9jTa6r/ACO/0K42jWnz96H+hq18A9SxoksH927b9a5rRrnFvqR/6d8/zpnwRvPLNwn8JuAa1xmGTweI9Y/gjkwuJbxeHXlL8Wj3nxfqmzRdQx/EmwfjxXkcbrF4bu1XvJ/Sux8cXhGn+T/fl/lXn8jlrdouxOa8TLaPLRVu59Fjp+8dk+o5n8CR/hXvmpXO3SUHrivmWJ/9P8Hf7L4/Wve9budttbrW2IoJxppef/pTPJdRupK/l+Rl6pJvC/xVRSWOWJww+Ydqdey/NVOwjR5vmOAaXKlExvc1dPUeau3+5XT6X/x9IfRK4++j+z7Cj810NnO8cELqednNa01ZKRm9dD5b+PMh/wCFialj/Z/9BryyvTfjn83j+9P+yv8AKvMK/ScH/Ai/I+DxqvXl6liwO3ULU/8ATUfzr0XVdVurW5EOnKinbks9eawnbd25/wBsfzruPEztFeq47w8VGIV2jTBy0ZnXPjPWYpvKa7XO7GFWtGDXNUcbpbpiTXn/AJhe4y3rXXQgsi7e1E6cVHRF0qspS1Z1ttPe6g0cf2mQFqv6Mk9jqE0E7sTt5rK0S8S1uYZX+4vWtSLUo7/W5pIvuY4ryHzqo42909tez9kpfaObvod1/OTz8xop91MPtlx/v0V12Z5zVzAl/wBa/wDvU2nS/wCtf/epte8eMaNn8x/CvePhR9zUj6RrXgdn/FXvXwtwul6lJ3IX+VeFma/cs97Klesi7qku+Z/TdWLdHmrt2/zVmSmvEgtD6us+g65f9yPpWDc/66StW9kwIh61kSf6yWuulHlVzzqup678JD/xSn/b4/8ASvN/HT7V1X/r6b+dehfCg/8AFLf9vj/0rzjx2edR97lv50UlavI86fwHlF5/x5L/ANda9H0j/kF2n+5Xm12P9Dc+ktekaKf+JVaf7gr1MT8C9TbKP4r9Ec141G/ULRPXNYclrGlpMNuZFP362/Fx3avZ1lXH+oua1ptqnExxSUq9Rs1PBX+tu/qtdU6bUvT/ALDf+g1yHgqT/SLseymuwmkH2a+P+w/8q5MR/GPYy9/7Gvn+Zwmh4/t6x3dPtK/zr3Rz/wAfX/XU14Lpn/IUtP8Arsv8695l/wCW3+/U41fvIHz+D/hz9St4f/12pf8AXf8ApXP/ABLG+y01PW4P/oNb2g/8fGqf9fA/lWH4/wAbtHEv+r88lvpitaWlQK38JkfwezKviiH+9YLn8HrntHtPK8dRj+7ef+zV2/wst9Os7vxGNNvPtIbThuPZDv6Vm2ekS/8ACw96j91vEwbt1HFdHOlORwRpuVNW6M574tyOvxB10hmU+aOR/u10nj/Ub6DwX4OKXk6+ZAzsRJ1PGM/Sue+K8Df8JdrEyxsVNywJHPYVr+Nv9M8D+BQvB+ySfoarfkQLRyOH0+7uLzW9KM8zyHf1LVb8P2QvdbnjZuFd3P4N0qnoUZTXbLzVwq5P6Vs+Dv8AkM3j+xx+LVtN2iyYfEjs3t3XlvwryDxnn/hKLv8A4D/KvcQPN+98xPSvG/HFuYvGF5G42uFXI/CsKEryNMT8KQ3wDpj6zrqWn/LMfvH+g7V9GyRpaxwxIqjYMcV4v8F02+K74+lqf/QhXrd7cfMn0rxcxk5Yjl7I9/KoqOGv3bNn7Sf7OuR+Vdr8A7hYrrWy3/POP+deYed/oE1dh8J7s2v9suv/ADxH864ILlZ311ek0eW/s1Xot/jRr9t/Bei9T/yISK8q8eWf9neKNbtcbfKv5hj/AIFmuo+Cmpmw+NOlSt/y3u5VP/AiapfGuJYPiJr2zpJclj9e9fWLSqj4zemz6V+Ddwf+FceHgx3YtBXh/ix/+Lj+Iv8AauT/ACFer/CS5EXw98Pbm25tf614vrk+/wAbaxI3P+lOa+YwmuKq+r/M+hrq2Hh6L8kdh4V8M3K63faxZ20dybu3SEAsqeXt+8dx9a3L7w7rFjcC6NtaJHNHtYy3sUZT5s55PNeIeNBbP4jhF/NIkP8AZ+5QkhA3dhwe9Pg0ey1bwslxq1w2bHSJ5LZPMJO/zf1HavRrYKl7R16nWy29Lde5w0cbVUPYU9LXe/39NNGep+MraS2+EO6eW2lkn1nzf9GkEiAfdA3DgnjmvN/AC+Z498Lj/qIR10GnPu/Zy0wL0GtN0+tc74FlEHjzwzJ93ZfRnniuiquWNSPr+Rz0pc/Iz3r9o/RTrOlWYWLzo4LlXkXcM7cMO/1rx7S/DU2rS2ukadYRzfaLiPdnaFRQwJJPtivWf2lrdr3RYrVGxkpLkcdHK/1rwvwxolvp17Z3U7tEYJAwk8xgQenrUZTf6lHUwx9vrUlY9C+Jnh/XNG+IGrt4cs8WE+x0MCqVPy88dua0/hDZ63ceK7u71uCX7Na2EiqzqFAc+nviuJ+MepF/ibqqJdyAW8Fum3zCuw+Xk/zroP2e7yS58Y6yGvJZgukElPOLDJfGSPX0rpkrQ5vI1i0tEup678cID/wqy4C9I3gJ+m6vh6UbbuQf7dfdvxig834UauF3OVt1YY9iK+EpP+Pv8a8vI3+4n6s0zL+ND0R7L+z3t/4WD83UWcmP0r6l8Qv/AMTTRh281P8A0Kvkr4H3BtviNY/9NI5VP/fOf6V9W678+raHzySv868fM1/tK9D18vf7ho7933SE+9fnlqFv5utawy97+4IP/bQ1+hOfkb8a+F7bTsyXr/3ruX/0M124WuqSmZVqLquJgQaV5o/1e/2qMWqbPlRVNek+FtDaXUoQqSdeqLzXMa5pR0+6IZdu8t+hralmKqVZQvsOpl3s6SmcwYPk617RHhvDuhfNyIVH4V5MU5r0jT5y+j6UPoK6KrcrHPStG9jzTxk+/wAS6h7Mo/JRVLTf+Ptv+uVT+JW3eJNT/wCvj+lQ6d/x9N/1z/rXuU/4cTwJu9V+p7H8JpNut2ftKn8699I+1ahrESvs3OoDDqPl4Ir57+E3zeJbQf7Qr3yzn2+INYj/ALrx/wDoNeHjNKp7lH4CMeGNU1G7sxqWvb7GG4SVreK0CGTacgM2fWuWuzu+K+pH10e6/wDQxXp1vL+8SvJLucr8R9Rk9NKn/WQUnNz3CMFDYzviUmzwZbn/AKfCP/Ha8L8KEP4quh/0wNey/Ee8L+D7cdvtv/steIeB5N3iy5du8L/zrvw/8BHBiF++O6v5P9Duf+uTfyryrPWvSr2T/Q7n/rk1eYoetdMDCp0Op8FPt1SJvSZa928eadcav4ktrazdUl/sqI5LY/jNeA+Eztu8/wDTRf51794/nu9O1W2n00sLiXTYhwu4/e7VzVtzooq0Bsuhapb65ol815vtbTyUli3HsCCfSuU8ZnbrUTf9MP61dvZdV/4SXQZL2aX7KfJLRlgMvg5yvWqPjYr59nInRrQH/wAeNcyVpI6ZPRo7TTtbOg+HLi9aPztsP+rPetDSvGyXWhWGpfZ1t/OvRblN38q4vVLwf8I55X/PWzz+tLp6bfBWgp66xVciJc30On8d4i8c6jKtvHczR2cMkSSLkE+nNdDY6Np9leWhupdkk6h443hUYJH3NwxkCuW+JUnleNr8/wDThCfyNaHxBn2654FP8DYbHvkCnJXRjF8rPQdSubhtJ1e2lO4Lbnb8uOMV4notnaXV3YRXuo/2Z85KSd3b+6PQ16NFcST+LPGtqzsY4bCHYvpkV5TPcz29zpxtSqymYqpK5xnilBWL6HtmneHZIraaNNbuLiKThxKyN+vUVLPqNtZzf2HbS+dNBZtLIR0AHTPvXOWvg26068s7eLVGd7xWaUyruEeBngDrVOXR9U0TxQtjZxx6lNcWDGSaNduAX5yK1UEnoRzPqehaxJt8ceFj6WbfrivKfiP/AMfU03b+0VJ/A16B4gOpReItI1D7IywQ23lBj/fPauC1zwl4z1yeYJpXmWkr7wPMVec9a2SuTzKJ53rOoS30YU/LFnO2oJZ/NuIhu/5dVArrX+EXjZ3P/Esg8vbhd9yopo+CPjV9m8adCUTaSbxeldMYNIw9qmzN+HGpj/hJ7/f/AMsrSOIfrXoPwr1MQa2LduPMdmrm9G+CHi/RtTuLyG70sFlXZ/pIPT1rq9P+H+raLdWt+vlvcxIwlQXKbST6VrYz5kza8Ma/CnijxDEp5F9IGH4VifEDWEu9H0VIn3Y3bq5Kz0DxBo2qavqF75ML3UzS7hOr4H0FbWlQeDdUsLfdrNzNPFn5duBk9aaRDdmjS0LUVuPh5eR/887zb+tXvBMi2rzhm6qafYeHPDUWnzWtvql4IppPNdf9qrOk6Lols0p/tC5yRitktTm50os+dNUfdrFuex1B+fzrNbTbjWNVvQLqUCHadu7itDUURNWgWI7oxfuFJ9Oadolkt1reoq999jXeq/X5SacqihAqnT9pUscLqXzJKf8AptiqluVW5jYor4boelW9TO2G5HpcUyye2+xhNv8ApxmGD/s0q0rdCKauzqdVs5LyfSIreL97NMmxR7+lasmgXVh4gktpYm8lLnmQ9dwHSr73sWnroVz80l5Y3COqheQvoK6DV/GMevRmFrKSG5uNR89i64wAMYzXzc8XWeJiox93Vb/cz6WjhqX1eUpPz/4B535WzStXPf7U9cEh/eKa9HI/4l2sj0mY15r/AHa9ulvI8qva0PQjkk3BwtSWksayxb13puBZfUelRkjLDdUluF8xP96upnmo+l/i9cpJ8KfCflrHFDMyskfcYTgL9M8183X/AProv4Rt6V738Toy3wt8Av2jVx+aivCrufybmFlVXwDw/Ir5nBJRjK3d/mfU4yTk16L8j234Czrea5rEqxeVu0gLtHA4avePC/iiw0tNCsJ45TPFczNuC5GGHHNeEfAKcf2rqy/xHS84+jV9H+EItKbSNJluFiW6DsUZ155718HnDcMXJ+n+Z9TguX6kuZX3PHPj7NDd+BfHk8HX+2bcElcH+GvjYf6xa+2v2i4o08CeMBbKpSS/gJYd/uljXxSP9YK+44dd8G79/wBEfJ51/Hj/AIUfR/wMsIbrwV4g81fmFyQfoU4rofhf4O8c3/wru7jwx4q/svSIfEZEun+TgllX5n39f7vydDWN8AwG8M66n/TyP/QBXt3wX1/TLL4UarBfXkULjxE0W12+Ylgu3jqc4rzq05KriUlfW/4Hoyj/ALLh5f10PP8A4sti68Tx53EWm0n3EYzXxfd27TvvTb0AwfavsT4w3AF34teNuPLbaf8AgIr5E4+X8P517eSR5cP935Hl52+askfQ/wALAYvhhYRvwQ91kf8AAzXisfzxS/75/nXtPgd/s/w8stnd7nP/AH1Xi1l9x/8AeP8AOurDK86j8znxbtCivL/I7D4VWjS+MEuNv7uyha4b8Olclpd35+o3l+7bnubwtn6tu/rXa+E5f7I8JeM9cQ7XW0+wx/78h2j9DmuA0dC0Noid5f64rKn+8xFWXblX4Xf5ilJQp04rzf32S/I+k/BXzWDyN/tV87eMt0virV5N+3dOeK+h/C7rFp2Fbs2a+bfEd0txrmoSp9x7hsfnWGXr97NnrZlJKjBMyZbd5uWk6dPlrcnsng0zTLlJVbzH5HpjiskPuqfH+i5z/wAtOPTpXsu583ZXNex89YDn+KRiw/HArrt8cGg6Q2sbb+/VpCYjJwhDfLuHfjpXG6JJ9qtbS3V/JPmFZJZPu4J659q6LUfKeSVrWZri0Zj9hldcM6DglvqelcldKUlFnXh3yx5ivqmuajqO57p2cD+FOFH0Ark/7X82fb82D3NbFzK6RnzQuDxXNeS29tse0ds10U6UIKyRhWnOTu3c9S+EOrSWXijy/wDlm+0frXUfDKXb4u8XepyP/H687+GbyweJ7bf8o3p/6FXZ/Def/ir/ABUfdv8A0ZXl1IL29V94r8zvpzcoUl2b/I9VhI+1S/7leJfFwmfxMir/AAwqBXstlL/p341438Th/wAVOw9MVphv4vyLxTtR+ZzEXyQn2Q/yrM06cRR2yN08kfzq9/Aw/wBk1zkkjjytjKqBNq59q7pQuzhjLk1H3Uge32r/AM9if1rciu0UIGauZDP13rT/ALRJ/wA9o60ceYxjUSbuT3kga6vSvQpXv37L14FsNWg3cnadv0HWvnXLt9okZ1b5ete3/syy7dR1Ze32ZT+tefmEb4SSO3BS/wBqi/U9v+IrrP4L1uP/AKYH9K8y/Zrff4tu0ZeDZ/yIr0PxnKkvh3V425zbvx+FeY/s4XIi8YKD/wAtYXQflmvDwq/2aXqe5WlbERMD4zQu51BYkZ/L1qXpWV8GbG8k1+/RbabBsJBnacZyMV33xF8VR+FZtd26bBfmXUmQCXpk87vrWT8IPiFqep+Jbq1lt7aC3Fo8irGvORjv+Ne3GdT6q4pHlzhTeKjJvXseWQ+DfEVxMyRaHeMQ5H+qPY19GaPpXiHw78I9BijtP+JpazFjA8m0gEnHPqK8bvPFfje80+81P+2pkt45X+SJVGFDkY9eK9Cu9c1bVvgLpl5dXsr3TXO2SXdhnXJAHFcOPk8ZCMJ2cVKz9TrwaWEm5xuna6v2Ojtr/W9ZmjfVdPS2mlcbz9oDf8C496zviFHf6F4ua4TWLSz0+WGEmGXq5AwcGvJ10fxDpGp6VdahNcGFp1w6zswHPQir/wAc45NR8cQmRWkP2CMKPpmvJw+XYTn5adnFp367Hq4nH4vlvNNSi1bpv8jWln0LU9VuLy68VWlrLd43L1Xjvmul+LQjk+Gfw/a3f7TD+/CSjo445FeG3GkRxaPZ3ka/MzFWr6Dh0j/hIvhh8MLM8brl4Sf9nv8AoK6Z0qWH5JwekdPuTOH2tXEOUZ2u9dPMl+DHw5OspDrGtW5/s6DHkxngyv8A/Eiuw8W3dtb+PrjVPFK/Y9G8PQqLbzF+WS4fnIH8RxXrugQR2WnRx2/CRDC/h0ryT9pLRW8RWXh3UPNkj8i/FvLGG+Tawzux68Yr4+hXWMxr9o7Xul5LrY9eqp0qSUNbHI61+0X4bDywxaRqV4rdX+VR+teXal4y8FanIzPb6pb72JxwRzWH488OW2nWjz2u5Cv+1715xHbXV7C8sQ3pH1r7PCZTglBTptr5nz2Ix+MjN05JP5Hqdl4psNMiez0m+aXTpm2+RJy0OfT2rl7g/MdvTdxWv4E8PWF94UuNWnTfd29/5XPTaRkVhXxCyuPQmuujClGtOEN1vfuTOdWdCDm9Oi7G9olz/oWqH0tjTPhFL5U0v/XZaq6NIBp+rf8AXEj9Kq/DO6EV24H/AD0FTiaalh669PyN8NUUcVQfr+Z694uufMlRPTJrlW/1i1e1u682+f8A2azs7pBXzeFp8lJI+yr1eao2aUUm3VfDY9Jf617Vrlzvgh9gK8KL/wDE60Af7f8AWvYdWn3QoPauiUE4w+f5njOX76a9PyK1zdYP/AahsLkGQEGqV3Jgj6VkW96fMxuatFh+ZaGbqcrsdxeXXm4HpWjbXDYhGeNo4rjBfbfkrft7/wCSIr6VDocqSRLm7ngXxtz/AMJxd/7i/wAq8xr1H4ukT+Jmmb/lpGM/hXmhjDA7a+4wmlGPofE4tXry9Sun+uT/AHhXYeMZ8fY3/vR1yCf6xf8AerovGEqyw2YXqorWaUpRM4NwhI5CM7ZFPvXZw3arDuriB1FayXPGKucVIzpTcHob8eoutbnhS48y+f6VxIuK6DwjcY1A5PauerTjyOx10qtqiJNTvxFqdyOnzUVg6/LnVJyrd6KuNFNGM69pNGrL/rX/AN6m0Sf6w0V1kFmB9te1/C+4LaXef7teHwnmvZvhZ8ukXh9q8bMV+4Z7eVv/AGlGnevzVOR+anuJN0hrPc814sVofT1Xd3K08paSIN2qrJ996llP+kLUT/fNdZwTd2ep/Cx9vhn/ALfHrznx/wDevf8Aru3867P4d3PleHwP+ntq4rx8+4XHvO386VJf7RJnHV0pnll/8tof9+vRNIP/ABLrX/crzvU/9T/wKu/0t/8AiUWn0r0sR8KLyx2qS9Ec14ofdq9vVK9+W2uP96rHiR92sQfSq+pf8ecnuwrWHwxOes7zqvzJPCMvlalc+8VdXPLu0i5kH+1/KuE0aUxXc5X+7XWiQnQL3d/tfyrGvG1RP0OvAVf3Dj6nNac23U7Q/wDTZf517sM/vN396vBrQ7byA/8ATRf517z2f3rDHfFE4cFrGaIfDwD3GpFen2j+laEunWt54g0N9UiWWx+07JQ/3cH1pvgXSbjUrrUktV3nz/72O1epz6dpumafDDd23nStzJG/I3etYTrxpSKUJVEkdLaeE/D1v5wsLC2hEvyv5UYG8fhWbP8ADjw/5oliso0I6Yqjpuo6UgEdvJd23+yjcVuJZx3qrt168tx7KDS9uiPZyRy2o/B/w/qMk0k8Dbpmy7B26+tc94n+Fmk3mm2FpiSKKxVhCUbG0Hrn616SPCTNJlfGd7j+6YFqa4+HtvqMapdeIruXH9zC01WSd7gl3PmO78BR6RK10k3yQI2Aec8cVg/DrRbm/wDFb2cULSyYO/HQc9Sewr6ql+BulXEnmvq102Vwd+CKs+GPhRpvgSW7vLa5a7ef7zSKAcdhxXQ8UpRaTuY8mqZleGfhdFbRSzP885T908nT8B2+tfIXxTQJ8SNaT+64X8hX6I2aBLVPK5+Tivzj+I8jy+PNbkf7xuTSwMnKpK5GKfuo6j4KRj+39abutpx/31Xok8m51rzn4Lzf8TLW3bvaD/0Ku+lfmvOxq/2mXy/I9/Lv91j8/wAyyX/0Vx61v+B7z7HZawfWCuZLf6PVzSJCmmaiV/uVyRV7HfU+BnhPhe/Ol+OdDv8AptvkbP1k/wDr12Hx/iRPiPqMkX3bhEl/EivP7r/R7ywmX+GXI/PNd58c8T+JbG7X/l70uKX8cYr6vecT4uK9yR7H8OPk8AeF/wDry/rXietSPF4pvH+8fOcn8a9t8BT7fAXhlf7tqK8Q8QEf8JFP8uCz/wCNfLYN2xVV+b/Nn0mIjfC0/kSXeqWFxLFca5pNtqM0cYiUHjgdM0y78XPLbw21nYWVnBCm2NY4eintk1hXb75jxt28VXr6Ba7njJKL0NOfxBfz6WulvcN/Z4l80QDhd3rirvglXi8X+G7mBvnGoxqQVyME4Nc/W/4VYQavpcjnbi9jk/AGsqz9xlRXvI+qPiF4LsPEE73N7NI48oQtbvzGVBzwOoPvXJ6Z4S8LWZhkXRLZ3hwUMjM3I5HWvRvEmltrdvFJY3Kwkrkv7GuEfwm9qc3F/EfctxXyWHxdWnTUFO1j23h6NR80o3NC+07w/ql419f6HpdzdnGZpI8sQOmTV7T7W0sFcaRbWmneZwzW8IDY+tcjLqWiWB/0nWrMep84dqls/H3hZdQisk1RZpJMbXRcoSei5HetJVcXNaNl+yw8ex2ni64x4H1q4uEFwlnatMIugcrzzXwVLL9ou3m2LF5rF9idBnnAr7F+KnjK10rwXrFhs3T3loVJfgIp/qe1fGqffT/er38lpqNGT7ng5o060Ynpvwi/dfEDSG/2m/8AQDX1dq04bWtF/wBnaT+dfI3w8k+z+LNLk/2yPzFfTt1ck6xZH0SEV5eZL9/F+R6eA/hSPWml/wBGmf8A2Cf0r5C0SNXiO/qZ5P1Y19WySf6BN/1zP8q+MrPXo4rmWPft2zN/OuONOVXmUUdanGjJXPo/4V6Xb6Vf6fq+pKyWxuD8+3IwB/ia8T+Jyxf8JLdmDiE3Uxj+hOa+ifhpra6nF4d0TxFp8kVsYZX05nQp9occkHPXANeC/G6azPxE1CHTYBawhVbyV+6GPUj615+X0aka95Pv69L/AC7Hdiq8ZJxt0S8rdPn3PNmSu8sX22enD+6oNcHIeDXV2l3+4tt3ZcV9bbmR4DdpHAeIH36/qD+sxo0v/j6l/wBz+tRat/yFbv8A67NUmmf66X/dFfQR+BHzfxVWevfCFd3iy3Dema9ssJw3inxDt6Zh/wDQa8Q+E8/leLIj2CV6f4au/N8WeJPZ0rwsar1Lnu4ZXiehQSfOteSX8mPGWsSd/wCzWH/kTNenRy/OK8q1mQJ4j1P1azI/8erjpO9/Q6JK1jkvGd6z+GYUY7v9JY/+O15V4TzF4kd1/ihbFd14vn/4kdoPWZv5VxvhDDa7/wAANe5h1aijxsS712zpbw/6Nd/9cmrzVK9SvVGLwbf+Wb/yryyM10U+pnVd7HTeFj/pH/bRP519G+ObS5nu7CWy6jTVBw2D1r5r8NP/AKR/21X+dfbGl2Vrf6ZYm8t47j9wv31zxXJiFqjah8Nz5+1GwmivYr8yxfaIUXZF5hdyw+maZ8RswHTtwZCLCPIK496+khZWlm6i3tYof9yMCvCP2hjs8QRH+9aRmsIPmkjeb0bMPVJP+JNYD1sk/Wt2wG7w34bj/wCowP6VzOqH/iXWI/6co/5V2fh22a60nQNqMRHrALEduB1raWxmtyb4mnd8Qb1P+nNB+tL8TLgpqXgNvQL/AOhiqfxEff8AEu6HrbL/ADqb4n/8f/gb6D/0MUrWsY7JnbWSH/hP/Fp/576ZH+nFeR3h23uke11j/wAer2WzQr411VmVtsmndfxrx67SN087vBMXQ/RqUVqax2Z9CmP/AInenH/pm+PyrndXu5rf4hr9nkaM/wBmkZH+8K1rbVYJ9c0CNG3PcWjyY9torifEuvacvxIhT7fEvl2bxTEMDsbj5a1SuT1HeJLzUW1OxP2p5Yt+THK2V+uKunW7ueTy4pG/4BbH+dYT6xpuo6vsspJJhAvzSP0z7VtRzxykbm3n0+c0opo0dpbGzZC8Z/mmlYnt9kX+prTjt7lXzsu3+kEX9TVLT4k+Vl3fhbOf51uW4n/hL/jaY/nXdFaHCx8aX+P+Xn6HyRTljuuTO2frNGP5CrSLc5+d2/75QVLlejPuP/XRf8K15TFu5lSxxSoY28vnr+8z/Ja8z1nwAmlzy3nh9JE53SxBXbOe4zXrv2h13bfl/wC2x/oKyrx53/utn/amP+FbJGDlc8qsJJrzeIrhsx8OPQ1tWsV7A+5ZFb5e9V/EnhwXUb+RbyWku8t5lpAwOf8AaJauKglu9Gu7OLVJJMSS+Vk/xk9vrUPQ2jqcFfHdqlr6/bnP86l0G3a+1u/iXT/twMi/xYIO01HqgSLU7PYyv/pbdPxpFtWWQ3Fhqj2dzI+SNvHHFKcHUp2TsKjNUqvM1fyOC1x+bs+k9FjdQm4gCP8AOXHFHii2azkuomZSfMByPesGxvPs99FJjODV1Y80TCnLlnc9zspba21XRZ79d0Mbrvx1xmvSvig+kRaN5mlEeZLqKuuFxwF5NePPrcNpBa3V0FCpIhP0716V4m+InhvxD4J8QHSDAJF2bU8vB3nuK/O80w2IjmWHqqDaulpsrv8A4J93gK1GWBrRcknZuz3PKLu5xp2sberZY153nhK683Hm+GdZm/4DXG9k/wB2vvoxUZS9T5CpLmjBvsSOec023fdLD/vj+dRuBRbBVu7fdux5i5/OumxwXaPor4iPu+EHhf5v9VMV/Svn6/I82P8A3a9t+IVyW+Geir/B55wPwNfPGru2+L5u1eHgqbak/N/mfQY6py8q8l+R9A/AiZR4quxv+9pcnH05r3HwR8Q/DQ0jToNSukiuPPaHEi/cBPBPt718s/s+3rf8Jq8Zf/mGXH8q0LjwSL68lkbW7mEH+HtXzeY5ZSr4mSqStZR6ep7mCxVR4SHs43u319D2/wCPOp6dq3gPxM2lTRTW/wBuGHibKllHOD35r4vPevd9Ttv7B+EGsWL3Pmx/bso+3qGwMYrwZ/uV9BktBYehKC2uzw82k5VYNq3uo+jf2fW2aJrm3/nuD/44Kxrzwcb3WxfWd5JbeXMHKBj94NnNaXwHl8vRtdx/fz/5Drr7MR5+ZV5UmvJqTlSxlZrrb8j6HD041sJSUij8U596a9J/z0hP/oIr5UH8H4fzr6d+JA2aVqI/6YH/ANBr5iLbAD6V7eVxUaFkfPZrNyr6n0f4eh8j4eaOOhMUhP45NeH2Z2h/94/zr3yNfI8F6fD/AHbYY/FK8BtgW3ovJZ8D8Tiqwbu6nqTj/dVJ+X+Rt+I79tL8C2Gk/dOoXD6jN/ujhBVPT7D7FDpXm9ZEWU/ic1V8SFtW8RwWH8Mfl234KPmrrfEcYjuLHb8oEYA+grVLkj/ibZjT9+Tb+zZHf+EZmeOaL1V8flXzzfRN9om/3z/OvdfBc/8Apbj/AKZN/wCg14bqBC3k/wA3/LVv51nhFacvkdWOblTg/X9ChIGVcrT7QTzvDB5reWZd233p0jp5bcrUEU4jw27GK9O9zw9mdBZ6e8umvHEzD5wB9Sa29HjuINEeHUeQLnzLZT1A6N9Aar2ZSKC2kWXrLETXf2Gh6dqdhvun3SFm2hWAIwelebiayp2cj0sNS52+VnmeuA7rcqnHdqy+a6LxrpsWmakkdkGEXUd+3+NYY8r+/LxXRTkpwUkRKLhJpnReB32a/b7/AO8v866f4aSf8VV4mP8Asn/0ZXCaVKsGqQSRbs7h1+tdf8M5f+Kk8Re8f/s9c0oWc5eS/MuM/ehHzf5HrNtP/pFeYfE5P+Kjz/sg/pXdC72SVxHxIkV9ZgK9TCuaiirVDpru9KxxeeH+hrlhE7xb16DpXRTPtjf6GsS3fbAh/vNXoHmdbEFvAZXIqYWxinq1BGPMY/cReWNOudvyOh3A9CK0ZMSZLOyTUWsbxPNztBkjbadzV6V8DnGkeJfENrEf3YhwGPXAb/69eY6p+612Xa3SeP8AkK7j4bT/AGfxZf7vvSRN/wChV5uJTlTkn2O/D+7Xi/M9U8VaqGs7qPfyUOB61xvwCnWLxXbs3+1+q1w/jbxdcReMbkR/NBbf6P5fY8fMfrk1qfCTU/sfiuPnbHsO49MVzRw7p0LdzueIU8T6aGt8Zn3y6qO41Xn8axvgjKP+EwuR3azlx+lJ43vW1671Wx05JLyc35kynIwOOtaXwd8Ja1ZeMIri9065trUW8geRoyByOP1rsVqeHak7HDrVxKlFXOHl1a6gjvNJRlSFriTee/3zkZr2CPK/s/afs6rdA/k5rz/Ufhj4wn8RX62Ph7UJozcuY2SIkFS2RzXrml+C/F0fwqGix+H78amtwXRdoGBuz3rDFunJR9nZXafzOnDSqqUvaXskcjZ+KE1K2sxLbSQvHIAwf7vJGSO9Vvi7P9n8a2cv/Tgv6k1JbfB34pajqNtLfaHdpGsyb2kZFAUNknrXU/FX4P8AjDWvEcV9o2m/bLX7MqFvOUEMM5GCa8rD4WlhZWUlrfrc9HE4yriopuLurdNX8jwufUWn09LVv+WcpYelfT/gR0ufhh8OpEO57e/kU/8Aj2a8H1T4S+MdIiaXU9MW2QdWadP8a7z4W+K/sujab4duh++XUmkXPRAw7H61pjKSnQfs3fv8zDCVJKuudW7H1Jp1+ot2IPy7q4X4m6gJvB+s+ttJDNGfcN/9eue0H4laXpd7f2PizVbfS76CQ+XbfZHlLp/C6sOK4f4ofG/Tbu0u9JgtZ7+zk4fP+j5/rivkMNlVaOIi0ro9uri6KhK7sedePbpbnQJpVPBx/OvJbHVpbFZRAit5nUtWzqPiezvo/KNpOIt24J5+aND1qG1HlLpbSq+c4wf51+hU6UqFFxcb/gfLSqRxOIUlPl/E6fwLrSReDde07/ls9yky/TvXP3s+6Rz6mpNP1U2M/mW1lvAU5X/ZpNe1K11W5ins7f7OTEBMOxfuRWdOny15SUdJO4qlROgo822ha0qT/Rr8eqY/SsrwLcGPVGU/3c/rU9lJttLr6f0qj4KG7V3/AOuZrarBexqegUJP6xR9T064k3u5FCVWzukarK9DXy3KorQ+zcnJtjpnP9saD9a9UvnaWJdv92vIbiTbquiexr1e3n81l+auhxtCPz/M89P99Nen5FK8ugZOW6VhJeFZGOM+tdZr+lstuZN6fdrgbj/RU65rtwk6VWPusyxMKlJptGv9sVy2xuR2rprK6/0b6NXmdldlrvbXXW1xsgyzcVvXoxTRw06/tFc8y+JN0J9T9xmuAD7a9C8VXtraytLcqrsSdo71xkniW1X/AFWmR/jXp0ZyUbRjc8utQgpc1Sdr9DN2nzFKitTUo571P3ccjEf7NVn8WSf8sreJP+A1G/iy9b7rKPwrVvEPaH4mHLhFo5t/L/gkP9h3zcrbSf8AfNTf2LffxQtVc+Jr9v8AlrUT69eN96c0f7R1sQ3g1tzMvDR73+5irVpp13ayeZvVD/vViHV7v/nu1RHUp2+9I1Vy1Xu0ZqeHi9Is25dMMsjO8i5NFYX2+b+9RVclT+Yl1KL+ydlJ99qSiT/WGiukkM817N8Mzt0K8+n9a8W/jr174Zv/AMSPUBXk5gr0GetlbtiUaN6+w7qqiTzeaL5uabbOV+7XkwVkfTSm27FSY/6RTXPLUryFZGC9D1pj9TWrOVnb+Bn26Sf+vlq43x0/yT/9dm/nXWeCj/xKT/13auP8cn5Jf+u7fzp0V++ZyVf4Z5pqcn3I/frXaWMzLY2gX+7XGaiDujeuu09/9Hjr066vFGOBlarL0Oe1uYnVIT7CpNWP+iH6ik1CB7jVESLbux1PtUep/aFtViukXG7hh3rVWfLYzndOo+5V0cfvZt3da6gP/wASG8+prmtK/wBfL/u10Bf/AIkd4KzrK8jTB+7TfozDt/8Aj8t/+uor3MTj868Otv8Aj6i/3xXq63Nc+LV+X5mWDnZTPR/g+/8Ap+q7f+e39K7bxDKGusP2rzv4NHzZtamz92fGPwrstYbdcCvBxP8AGZ6GHV0VIwGLFa2LD7R/yyeT8K5aCTa3y966nS55oFYfdVvXrWXKdU/dVzp9KuZYLYrcoztu4Y1u2z7oxJjafSuQjv8AdJsT55Pat+CeRI/n+Va2irnnzWp1MOpwyOFMW33qS4mjRWWTnP8ADXNDUIk7frUUuuRr95yf1NbpRRhr2Ok0yXypBC33D/q/r6V+eHxDR28cax5o2yfaW3D8TX2Z4kvdRutPl/so+WWXAZ5Nn45r578Q/BXxPq2pzXmltp9w0oXk3YA6fNurtwdWnGbbZhXpT5FZHH/B8f6brZ/6dh/6FXeSP81WPB/wb1/wRb6rfeIFtvJmQLDJBLvUnvzTLkKjVx4mcZ4iTj5HuYGLhhYxZFJOdiL71p2fy6RqLe2P0rnZX+dK6G3lRPDV8X75H/jpqIwSnFeZ0VJ/upvyPF/Fej/YNH0PUoJPOtbz5wdv3GzgrWv8R7j7bp3hK464snhP1Df/AF6qWUh1z4S6pZ/eu9CuhcKO/lMeara/I1z4a0eX7wjlZfplQa+h2kvVo+TvdSfdL9T2fwDe7/A+h88LDt/EGvIfGcjx61JJF/rFf5c9+T1rv/AFyF8E2o3f6udl/PmvO/GXzXpb1cfzrwcHDlxtT1Z9Fi3fLqb8kZZunnu4QyL+/cLx6mtXXbC20u++x2F2140a/v324Ab+6KwZUZnj8ptsinP096uIhYhIwzszYA6lyf6mvbnFRseHCbkmjR0XS59a1WHTrRGmnnbCD+ZPsK+i/DHgfTfD9klraRLNc53SXLrlnb2z0ArG+HHgc+F9Nae6X/ibXYHnN/zyTtGv9ayPHfxN0+Cc6HplzcJADt1G7tlywT+KKM+vqa+Zr1amMreyov3V1/U9ulGGFpc9Tc5T42eMJNR1G20zR7mZbOzyWljkIE0ntjsK820jUbfz7ubxI9zfRpbnyYzO3Mnatb4jeLdO8S6pa/2DYtYafZWgt4VfG9wDnc2O/NctawFzvbkfwj1NfS4alGhRUbf5nztapKpVckWLa1N9PvlTbvOQn9wele6fDjwjFotr/wAJFrqKiRjdaxvx/wADPt6VhfDTwINUk+36oNthDzIT/wAtCP4PoO9Q/GLx+b0/2Hpb4tx/ryn93sn4968yvOeMq/V6fzfkenRjHCUvb1PkvM4v4j+NZPGOrSNE7NYxv8n/AE0P976elcUn31oc8Ui/fH+9XvQpRo01COyPClOVSpzS6nc+Gfk17TD/ANN1r6YvJNupWh94BXy74c/5Dml+vnr/ADr6Yuv+P2y/3oK+UzFfvIM+my9+5P1PWNQl2addn0iOPyr5b+E3wxsvG3iXWL/xZPPZ+F9PZ2kMXyvdOP8AlmrdsZ5xX0tfP/xL7v8A3D/KvK/B2o6ZoHhfTri41Sdze3M0a25hylqSxDEeoPrXJh5VKXP7Pdm1WMZqPPsj2PUZLm88d/Dq40+2kksLa3laRz/yzBj+UN+Arwn4p/CjWL7U7jxxoEqalo1+7edFvxPbMuRyP4lOOK9DtPiJo3l7LC6u7s2wVZJUBRY0HHCnritMeK/DUs1x4Yupxd2WpWxmW4f5EPGflI6kZzRR9rTd+UxqOL2Z8h55Wup02Az2URX05/OrnjT4fw6JcEaJereCLlwed46/KfUDtVfQLkJbqF5xn9a9ab926MqXxWPO9XG3VbsekxpbB9rSUaud2r3h/wCmzVFGdu8dj1r34/Cj53ao0elfC67P/CRgucDiuji8fDw/4h8XXHk+eI9hXLY596878H34t9TMrNjG3b+dV9bm36j4nKtwxX9GriqUozqWkelTm4Quj1ez+LWrPPbvLYxIjMP9WOx+vNdHrfhe7t4r3Xbq7WYTJ9wL9wMeAPpXj8MpRImXqgUivovxY5fwGjP8jusO4Vx1YxhH3VY64SlKSuz518YOV0e2HpM1cr4OP/E7/wCAV2Pj6DyNB0185815cfgf/r1x3gz/AJDwH+wa7qD/AHKPNxX8dnYaxcxWsc5ndU3Iyj6kV5bGjMcIrOfatnxvqHn6r5LN+7t16f7RrnbSWWWTCSsnsGrppxsrmFSd3Y7Tw3pd9HLlrGdWd12ZjPNfZ/h+7j/sixRWUyRxKrgN0bHQ+9fHnhTS7m/VLm4v7nAmUL+/b5M8Z+ma9+8IWD+H5QGmZ/7Qi818tn96h2sfxGK4cQtUdNKL5dj0W/1BlfOeAteCfHy7M+uWhbr9jWvW7y7LvjtXiHx0f/ib2HvaL/OsKKvI0bsmQag+7TrP/rzjr1L4Zyn+xmHpeZ/SvJXO/TLP/r2SvUvh8+zw9n1nPNb1VdBHVnPeMpd3xbKf3oUFaXxXcRaj4K/2f6OK5bxffKnxbjDf3o1/Otf4y3a/2h4d8j5hCjfnuzRy6L0MpbPyPX57jbqt4fSxLYrxDw5dQ6jdwwXCLJHK0m5T6Zr0Sx18ajcvclNn2iz2KpbPavEvCmrx6fr9p9q3KkZnWX25qoQumU3ymve+HtVl11NLS5aB2cCCQTHhD0IPXgV654x0PSvDnhzw9GtvAot8wJLtGXYr3bqcnnmvPLvV7y68Qw6lZ7PJt+Ivl5/E0uo29xrw/wCJlLKYfO87ykY7Nx74ro5X1Mkr7Frw/E0vnSp/Eeu7HFdfZ+bAoLXMEf8Avyf/AF64ew0qzg3KsO9R2kY1pHS7NG/494v51Sp+ZrKTsenaZqEfkDfrOlq/uxY/zrVOqwIMN4hsv+AQZrya2iiX/lhGn0UVe56Kn1ra5zOnd3ueizapZcG48RTbD0CWyimf8JHo1qcrqt65Hbgf0riot6o379DJPxjdyn58VEbX7V+48neB/EPmOfqO1VzC9kju38a6YuNtxdkN/fk/nVCXxhb3hZLWHcw/vsa58acjWzT3UcY28JvkwQP7u3rSeYix/wDHnFDIMHBbHB9v6Uc7B4eCI7nxDq19OYNPWyjRuCxi3fzryT4wxa1e2mmtBqsU8lnc4leJRGkDtwDkfWvRdc1GWDTNQfy/3cVuzkcdua8B1PxZc3tp9juH2RXWowSyx8c5IJrqg4qOqOStFRlZGrdRz2slha3kv+kQXW2RNvt2PeugSNJYY2rldXlMus2knzZ+2NknuOcV02mSbrH6Maz+wwT99Hnfjdv9Ov8A/rov8q43P7xf96ur8cvG2o3IifcS4L+xx2rB0qFJL/T3dI5ojJudHb5So6hj2qm1GN/Iyt71jpbrWIG00QxvHK4wCvXtW1p2laf5HmrCu9k+YjiuNt9Str3XNZisLC2trW5+aKOSTGCv8Kt711Wmagk+lebB/ChVgexAqHU5un9M1ULaFewnH/CMavH63Jx+FcmZ13AMdvFamjX6t4ev9zc+fk/jXIGWYyfK/B6ClFe9L1KnL3YryNfhhlX4qD5ldNrfxVFaXJVdsv4EVJksRx/FXRE5j33x3hvhloYb5jvz/wCO1896r/rU/wB2vd/G8/8AxSejRf8ATP8ApXhmrj5kNePgVaL9X+Z7OYu8kvJfkd18B32eOXP/AE4TfyrsjMQ7H3rz34RSGLxWxX/nzlH6V3VZ14J15ei/U6cJJxwsfV/oTeNZf+LWTljuL36D8iP8K8Ok+5XtXjR1f4YyRL1jvFY/99V4nP8AcrfBxUYS9WYZjLnqR/wo99+DUnk6Brz+/wD7JXSi62D5T0SuL+Gk3leGNZ/25FH/AI6K3ZJ/3bf7teJVhevNvy/I92hNxoQS7Fj4jz+Z4cu5v79v/wCy18zyfcx9BX0d4/IbwIrd2jFfPMYLSxDG4mRQB/wIV62X6UmvM8TNVesn5H07LHu0pIs8LAB/47XgWiPs1RJMbvJZpcfTJr3rUJWisz/AfKxg8dq8IsYmt31WSTjyLZ931Y4FY4N2jPzsbZhdum15/oZ2hF7zxZZFj87SFyfrk133i2IpPCewiGK4bwcn/FSRyN0i2j8zXcePn2G390/rXTV/iRRjhl/s9SXma3gafddTH/pma8h1tNt7LuXu3869L+Hz75rv/rmf5V5nr5K37jb/ABH+dGHVq0vkLFa4eL9f0MuJFZfu0yVFweKajlKQszL0r0WeLc6LSXLWUsTjfwHVj2wK7DwzqYvyYb5fJsl+aWVV3Hd/9euQsNywfc/5Yn+VWPDd5cxavbi3Tjb+8G3IxiuSpDnTOynU9maPjQj7RElu/mrvISTbjIxXLusv97pXWeOb37VFa5SNPLbaQke38TXEnyf4nrbD3VNGNd/vGaWkF1v0LsuBXY/DuXZ4g1o+sf8A7NXnulH/AEv/AIDXaeApNus6l7x/+zVFVaNlUX78T0cz/PXJeN5d2qr7Rit8vzXM+ND/AMTQH/YFclP4j0qsvdOcMUsqOIkZ/XFY3llbJR3V61rwy/2RLLbuyGCZGJHvxUN+63Ef2lOk/LD0fvXWjiauVJAHsLv/AHAf1qOB91hGPT/GlD/6Bff7n9abZfNZoPrVsy63H67Kq6tcPH0xE4/75r0TwXj/AITC7K9Gtg354ry/UzuFpL6x7G+or0D4eb4Vm1KdvkFoyg/7vrXBiY2p39V956GFlfEW87nH6ur6z4yuIouXuL4gfi1ei+HPh3cxSyyiZXyduA2OK43wDbi+8aefL8ywrJOf6V61b38tk+YH2+1Z1qk4NQh0SN8NShVTqS6tnXaH8LdJwZptM/fnqYrtlz+Vd5Y+HTZhUg0+9dB0X+0TXG+HfFF2Lb948bHt8tdAnjLUV/jj/wC+a8GtUxLdlY9ulQpJe6jrDbTLgf8ACP6u4HTytVxVm41W6CnzfCfiKQYxj7aD0+lcrH8TdRix8kRq/B8W78feto9vsxrzZTzBO6pxfzZu6UP5iTfHdPlPBPiLfu6vqjgD9aXUvDbag7n/AIQjUmkK/LL/AGi2PyzWjZ/F6HI+0WrDHXbzXQx/Fzw6/wB5rgf8Arir4/Mqe1H7rsFhqfRnjWqfDfV78/8AIqSnsPNkdsfma5X/AIVpq3h/WrG8uLZbaKB9zL39uK+i5Pi9oQH7qO5f0OBXknxB+IR1m8H2TManqa6cLjsxry5J07R+f6kvD0otSfQxNe0+K9utKLBW8x9juFG7r69a8W+L9glh4hvrRfmECgBvUV6VN4oZTbCT78MikH/gVedfGC9S98SXlwu397xx9OK9/AUpQqK5wY6alTkkePwgb3Hsa3fDioz/AL04/dHFYMcgSVi1XbYPOwjt0aWQ9AlfQ1o88Gj52hJwmna9jodOcDUsN8wO5frS3WkSedMbW3byVaqMthJYeW11dxwd9o+9V248WXTfu7H93B/E/c1xpTunS1O5qEfdq6ehVhO2Gcf7NHgD/kL3P/XuariUsH3DrmpPBB26vc/9e5/nWteL9hUv2M8M/wDaqXqeiRndLT0flqpQ3GybDU7zjvO2vmuRn2HtFYranMUvrI7vu16r4Zu0k2M3IC14/qz/AL+39sV6B4IWS91Czgj5aQbQPrXRiEo4NyfRM4sPK+Ot3setxy2NvpF3qd9Cs/lJuWM9Grw/xf451AhpbVooU3fLH5a4FfUmo+CrW40oWHyuSP3melfOXxE8L2Wj/wCiLaLvT589sV8Zw/jMPXxUoy1benkj6POKc5UHOlKyRwMnirULyFGlkTJHUIBWpovieW4f7NdPn0rmLuzXy2ESFPSsMSSWU5dPkkHev02lSpy0ifndatVVnN3NvxxHJc3MfkfOo5Ncd/Zly3/LJq6mLUxecS/eqY7+nau+HuRsjhnarJyZx39l3H92kOmXH9yuuS3X+M0kkcew7Vra5l7JHFvaPH95ab5DVvXMHm7tv36zPmqjBxsVPs70eQ61dprGgCqLZ6K0YzxRSuVY6ST77UlD/faimbDf469Z+Gn/ACBdSryT/lpXqnw8k8rRb4+teZmCvRsellemJTL9226RvrTIj8ppkzbiaID8teVayPpU7yK5P+kU1/8AWNSE/vaaT+8emYHUeFLjZp5H/Twa5fxjJuRv+ux/nWzoEm22P/XQ1zfiuT/Rv+2x/nW9NfvGzgrP3DjtQx5Ge4eug09v3Ef+7XM3Um5JR71vabL+5i/3a76itFEYaXvv0Kmf+JuP92k1/wD1K/71V5bpbbVPMYZHSmaxqEVwqJF03d6tJ8yFKrD2U1fqRaZ/rp/92t0n/iT3f1rntNP72U1tK+7Sbv8A3qmoveFhpJUfkzNtv+PuP6ivRkmrza2f/S0/3q7yKWssQtjChLc9P+DFxst/EPvdj/0Gux1SfdLmvNfhXPttNe9ftQ/9BrrtT1DCD5vrXz+Ii/rL/roj2cMv3SY1NRWxmWV+Qh6Ut14rNy/39kf90Vxep6zE8mE+4P51mwavB5o3jjvXWqC6mE62tkeuaTrG/H2dsN61c8U/EKLw5bs2pywwxfws/Vz6Ko615LdeK5yvlWX7lB/H3/CuS8R6ncS28c00EGqyQnaguVJYA9QCKccPOTuxVa0Dvk+NE2s3ottOHk5yI2n7n/dH+NcvfeIvFt/ctbnUpy27/V2ak/yrjYvGeq2xP2LRdLtf7zJbZ/ma6vwX8Q9Xiv8AfrF432ToUgjVMN9B1p1cNUpXmor7x0sTSq2g3+B6B4X+Gni3VPLl1kvp8HXzdRnwceyZJr6M8DeGfDOnta2ks/8AalzJwWdcR5Ht/jXzvF4gEWpfaXu/kuvuoZN7fj6V6v4Q1vTWt4Z8+dNu+fe3T8K8Opi3SmpTij2p4SToNpv5HQfGCeVdCvBaqv2GBwAIl+UHpXzRcylnNfXNzcWOq6G4aSOSBlMckfqp45r5J1S3+x39zAvzCKQqD7A8V30mpSck73OOk7UuS1rGc55Fal/KU8Lyj+9If0Q1kl+Uq9qB/wCJB/21f/0CutfxI+o6zvRkeWeF9VTRNXxcf8eGpWzW1yvbBHB/A1q6rZhfBEUicpHOv4EZX+VctdputAV6xjIrtfBefEHg/XtFPzTND59t/vo2f5V7VX3Up+Z8vR+Jw7pmt4Ln2eEEHrf4/wDHa5jxRE9xOBAMtuGPzrT8JySLorQtx5VxnHvtxUGqIFk3N0JzXkpcuKk/M+hl72XwRiPbx28ezdlj95vWvYvhZ4D+ypFretRfvz/x7Rn+Af3j71zngDwNJrd3Fq1+NunK+Y0PWQjv9K9Z8U+JI/DWjtKNv2l/lt4/f1x6CuLHYqU/3FPd7iwtCy9rUWnT/MwviR44XQLN9K06X/iazj5iP+WKnv8AU187Xfy/xbvWt+9upby4mnuJd80py7v61l3IV1wrqz9h1/lXoYShHDR5V1PPxc3XlqYMcQe4+bpjmvSfhz4Gl8TXvmyjy7OH/WP/AEHuayNA8F3F/fQqzrHC5HmTFTtSvoDdb+H9HstI8PIyG5BS3l298cyMfWlj8W4RUKe7HgsLd89TY474keNLbw7pv9iaBtTyxs2p2Pp+HevnyeRp3eSVtzOck+9bHi6O9tfEF/bapxPC+3buyMdQfx61zZrvwWGjQpe711POxuIlWq69AIFLF/r1/wB6imxf6wf71ehLY4E7s6/w5/yH9J/67rX0vOf+JnpX+/DXzB4dkK69pZ/6bx/zr6bvfl1TSAv/AD1hr5HMVapD+ux9Zl/wTPQNUn/4ll0V/uGvmHSfEWs6lqdjpFu0aWGlpM+Ej5cZz83rX0bqMm6wuB6rXzBoeqW0Gv3lpK8kdzd36xwsvcbjuVqrL0nz3VzPH3UYq/U72zv7y2u4biKFXsbnTmmMY43vOTEpx3VGXNa8NteN4dsbHUYktm0tpNl+ejoVwUz0wM15x4KtrhfF8MT3EsxuZjDGhbICZOAB2HNex2GhSReB20OVPtAiluGlL/dKM2cL7jFdVZKFlfscNBuWtjg9B1aS6eFinmx6fbhSVXPmKDxu7ZwaZ4g0qbw1rpa2iVdKvAtxb4/usOcfj2rZ8L61H4U1e5+1RXFzpcluy/ZUwPmPCnHtVj4t6mkXhnwwVTY0nmBPQxDlf1qo25+W2jN25KNzwvWMvq14VDLmQkCnRaJqk67oNNvXB6YgY5/StjWorZp4bm33KZoE8z/fHcV7B8FvFmvazqV3Z6prU81lbQqUjOB39RXqVKkqVNOKvY8ynRjKpZs8Ql0zWNFgMmo6deWcZx80sRX9TToIrm9iuZrdBsuPlO9h2r6Z+PdkrfDnUpkkaUxbPlMhIwWHNfPHhs/8S4eznFZQrOdPnaN501GfImTR3Nynlf6N93H8QxxXrZ8dXHjK2/sa3s2tUCAmR2Bzj/ZHSvMxiu1+FYR/Gtskq5jKNkVzztNWN4NxdzI+KGgXlh4W0ie5/wBUk8yehy2MfyrzPwc+3xEh9I3r6L/aSgEXg+y8pdkfn9K+ZNCl8rVHb/p3k/lXTQTdOxxYh3qp9zG1adri7klb/lo7H9aTTX2y1Wll5xUSOWf5Wb8K7kro4HpK57B4XnWC0iRm+SS0dv8AgaHcK9x0/UrbVNM0ua3k3yR8nHo4r5+8Nx39vo8stlc7DGhdQ8Ybp1617zZ6WdO09bn7dczRNYwTrGdoUM33uAB+FebiVqj1sO9Gbzn568X+PD/8TvTf+vMfzr1i2uVfazN3ryP48TI2s6Rt/wCfH/2as8OrVCKrtBkCH/iV2x/6YLXpPgG7VfD30ct+teXeZt0S3P8A0zVf0rqfCOvQQaIsMX+kXRLbIh/7N7V0VYNxsiabSlqcz4wJuviQt1u2x/aIDn2FdB8QZYtevLBbJ2k8kncw6c1Xl8PSapfteas0byNwY4+Bx0rcgsPsyIIotqLwFFXyK68gs7NdzPjl1DyLeGKbyY41xkfeP406y8PW8Ejyy7pZZOrPWwNkuBsWFR3NPjggYZZpc/3t3B/Ct0khtXI47aJBhQre3arKuU43cD8MVOL1Igv+iLt6Z4qW4ntsYijZZZOQ7rn8PSoTsXYofubgt5W7I/i2/wCNJGXRwsq789aliu5GuGH3Xi6dMHPt3qe8IWBi0GZP7xbb+OKttLcTFiO2N2ZFHsOa0Irv90gG3bjLLtwf1rMf/UKy3OyUKGVdu3P/ANakge58h7iK4ijw3zHqxHoKYGnFLF5beW7eu3buPPq3pU8VxNaBfNi3A8nyJM8+pFZP9oFbb5olh3N9yPO/HuaebnygDFPLbxbfumMsT9TQJuxZ/tSNGk4ZZ2fPnGTJHpini5DJNK7sJ+xk+cn8a5x9bt4JXlxz/HnnI/pWFqvjW2ffBawbn6lugFOxmpcpe8S31zLpOsK7t8thIwXp2rynX9PibR3ngiVJAsMplGNwxjpWxrHiWK9sp4P3jiVdkjRNt49M15/d6XBKMLNd7OymXiumL0POq/ESWviP7U9ubpJHkj+cHuT61p2viW4ibZFKsgZTkHg4rmlsprORZYnk3DpmopLz96hni8qTu3rWsNLmNzWkks7+9L38/wBmsY3UTN1bJHAWsO4vbe0+12dk+2CX5ZpP4pMenoKgtp1W6d2+dN+falMpYylY1UGQsAF6VlJXm2x30KP+h/L87V2eg3dsuY7d1S3vIT9/5djr1UfWuYtAGRg21vnNPvJB5dtDhcBi350pK4J2LFpepEb6CPpLkj8KwfPdZPl7VcgKp5rsNxOQaYka7k+VasV9BkU/OHfalbUcisY+f4hVcRx5+VFp9oNyJ/v/ANaBHtvj0bfDGj7f+eZP/jorxHVP4K9v+IUm7QtIHb7P/SvENS/5ZfWvLwa9z5v8z2Mw+K3kvyR0Pw0fyfEq+8Eo/Su7875PeuD+HsM3/CQxmCJpfkYHHuK9Si8ManIvyWMh+vFPETpQqPndh4bnlRSir2uYHiIl/A2o7u0qEfmK8gn+5XtXi/Tbqy8F3qzqq/MOA2Twa8Xm+5W2HlGUW4u+pjirxauuh634Cn2+H5x/emH/AKCK3bifbFIf9muY8HSxf8I6NgZZN/7w9jwOla99LttJT/sV5k4/vWz1oTtSizodatLrWfBWnWNqu+e5Tag9815Hea9p/g6RrHw4Ir7WI2xcaqRlUOeUgB9O7V6pqep3Vp8MBNpiN9tktTFGU6pk7Wb8q8D+zw2qeVukeQcNiE1rhafteZT+FN6d35/5HLjqii4OG9lqd3qet69f5k+1xgJFlsrkn881hXeozLoE32jy/NvZgpKLg+WnPP40t7rMInWL98BIi9V/nWDrl+s7x28HyxwpsHv3J/Gu2FNaWR59So77m14LUfazcdvOUEV1PxCnDSWwX0rgvD8raXew3PzNFj98vqP/AK1dH4nvEvNkkR3ocbT7VVSneon2NKFXloyh3Oh+Gp/e3h/2K858U/LrEg/3v516H8NHGb//AHRXn3isf8T+6Ws6LtiJehpiHfCwZhmnrTdopMDrXceSa0F7J9jMa/K4ZVDD06VtRWf2KGWXf/x8fKoHYD3rmbNA0efV1/nW3E19qC+TZvucyEbNuTn2qNE7stK6KWqRhYkLPKyDqC2axxt9G/75rsdc8Kapp3httS1ifEyyqqQ8fcPGT71yDTz/AOyKmnVhVTcHfoE6cqbtJFrT8rO524TbXVeBm/4mt/8A9cf61yFpcTecu88V1Hgw7dUvv+uf9aVT4WXT+KJ6FvrmfGDj+0R/uCt5JOlct4nk3ai1c1NXkehVdoso2hEsV5aydLiBlH+8ORXPQXH+jyxN/vD+takdz9nkWb/nn81Y+rxC1v5lj/1bfvE/3W5FaqLUvU5JSUoq3QeD/od4F7xf1qCwl2x1LEg+zXnzf8sf61StBujbnHzV0WMW7Fu5Bls3kX7kc3866vR7n7L8P7+4/jWYwD/gdcsqf8SfUf8AZkTFaVrcPJ4Mu7ZfupqEch/FcVx143UfVHTQlytvyZ03wwt1trDWb5v9Y+22i/Hlq6X7T823NYejqNH8P20X/LU5lf8A3j0/IU63nZpM9zXE1zTlLuerTtCnGJ6VpDhIFNaf2ncMViWJ220Q/wBmtCHLJXn1Frc9ilKyLEk5U0vm/wC1VOR6oyTnON1JK47mg95t+7SeZJOapD/abbViK7iiCjH41lJXNk7mwP8AR7b5jya5bVLxdzDqRV/UNSjY+WhyBXM3D7nbdTpQW5z1ptNGLqmqRbWMZzNKmEQdciuF1O0vryVpdWu4rQHr5kmT+QrfuLRHkkYFkKtzXIapbfvnG7dzXu0IpLQ+drzbleRVuY9Gsz+6uJb+Tvhdi1DBrtxG/l2ax2yNx8q/1rPuI9sn1ptttW4hL/c3jdXY4RcddTgjVkpLl09DXvraPzkkadp5G5fNW403wSD+7g1u+JtHto4Yr62i2Ho+zowPfFYdmfmA/vIRXBQrKtSUkelicO6FZxZXzwam8Ef8he5/69m/nVeSrPgn/kLXP/Xs3862r/wJ+hjh/wDeafqdgh/eVLGfnNVU+/T4zy9eJyn0+xV1M/6TH/uivS/hhObbV4bxulmhcmvN7xN08b/7Ndz4IJTTtRK9SorDH+9gpR76feTgbfX0/me2aZ8Q9kdy0vzSSGvPviVEb4Q3ud3nRH8hWz4e8Pzajp5dI/Ws3XIJItNMFwmW/hY9hXxuCpYbDYpypbrQ+wxkJVsMr9Vc8UYFkfd2rmtU6j1ru59L2h9x6+9cXr8HkzLX6NhJxlUPzbFQkqZlRyFa2LS4klT+bVhx/M7Vd06U7H3vtjHavaPHUrGpv/2vxo3/AP6zUJlCpu7VTkuTL9PSgpzsSvje23pWNL/rDWlG/as2dCkjCqOdhUL9KPmphBp3JLMZ4oqDJFFIrmOvf77UUUVRsQj/AFtemeC32aRcD1NeaD/XV6H4Rf8A0KYVwYxXpndlz5apsU1D1p4qKM8NXjH0admQyY8z5elJn5zUbfep4/1hrVq5m3Y0tKbbAf8Aroa5rxXJ+5X/AK6n+dbWmSfu3/66Gua8Wv8A6Ov++3862or3jy6+kDk5ZeW3dDW3pj/6On0rm5DuIrUsbhhAirXpzjeJyYeo41NSvqR3XbVUlQrjdT5izXRL9zUt98rp9K1Stoc8ndykTad/y0+laUEm7S7r61l2HSWth4Ba2V5Es0Vx8w+eLleRWM11O2jK1P5GbEdtwD/tV18b8LXHJ/r1/wB6utjPyisqyvYzoO1zqfA2rjTLTV++bnIH4U7WfEMkn+s+Y+nauW0WUpHqP/Xb+lQX05euR0YyqczOpVnGkkPm1V3NQpqO0/N0rNL0h+au1QRxObN2TWY4B87baoX+prPbIyNwHOaz5zB5a/aIvtEfcDhh9DVKSO2aN47K7+V+sdwu0j8RxVqEUS5ylsdP4bNtPeN9oYeYBlFP9K0J9Egtp/tKf6otl4egPsD2rz8efa/eXd6MP/rVoPr9zPCsM8zNGOx/xrnr4eU5c0JHdhcZCFL2dSG2qOkXUMSZT7ofKp6D0rsdP8QKYljebYjdSteWxzrLJuXaue1aK3flrjdzXlYnBRqpKx7uBzOpQk30PpPwZ4s8y4s7G1fdDI+1s9a4/wARlF8R6mEO9VmYZrmfB+tQ+HLdfEGuvsgiyLKAcyXEvY4/ujqTWvbWo1TT5rvQL5NV81Czr0lRjycqfevIoYd4aUm9tvI9HEV6eK5eXR21MfzBI67egqe+ucad5bf9ND/45WfYBokVJV2/XrVXxBc+UjL/ALLfqte5CKlJHi1qnLTfmcKMNFhu61q+AdTfRtVcr1ifOPVSMEfjWSPlRam0U+RryB+kvFevNKUGj5+EnGpFno19ZxaZqt4lv/x7XG24h+hHT8KrwW1hqcsQ1GRvKifdtTq/+yfao7fUPt+gWtzjNzZytbS/TtSafEWdfl614s4OMj6OnUjOko2uehSeLW+zCDTokgAXAIXoPQCuXvtLj1S486/ee4l95KuwWxxVyO2FcEUqTvE6JSdRWkYsXh3TE5+xoT75NbtlpsMW3yraFPYRirkcCLWnbwM33RSdST6mSilsh0UTYG6upuUK6doe8bZASD9Kp6fpck5Xf9zvWx4gCwSaXH2JKpn2Fc1SV4lQVmfJnxL+bxtq/wDvj+Vcca7H4kOH8aayfSfH5Vxz19phf4MPQ+PxD/fS9RlIn+sFOxQn+sSuiWxjHc6Lwyu/XtOH/TYV9N3Q36tpnsUP6V8yeFD/AMVHYf8AXUV9JzSf8TnTf+A/yr5TMV+9gfUZe7U5ep1t83+jMPXivj6/vJNO8RvdRfNLa3hlUHpkGvrTUrgeSg/2q+RvEibNcvh/03b+daZWvekhZo/3cWegeFfEY8PzaD4ouIVPk3L+Yn+wMBiPf5uK9K8LeJLjxfr99qNu7JpkVzNawR7domh27lYj+8a8Q8K27XGn326PcIkB56ffArpPDeuapoms3MVgnkCNCyu/I3EbTlfoa7q9Hmvbc82jVcZK+xrHxPFe3MuoNH5MMp2InXHzYGal+K9vcS+DbO9d/lhvT5K7vuI4OQPbIriNKmgVorXWb1rWw+0LmeOHcfv9/avSPiY6f8IHL9guGktbKaNHd1AJJJKmiMPZVYms5OpSd+x5NJd7jCjdfJUV1HgnxHJ4Y1R70P5SvHtYeXuyPpXDaZehtRtjqW6a13jzFjwHI/2T610N/aSWsjnyGhgZmEe9s/L2BI74r0ZRUlZnDTm0+ZH0pd6X/wAJ54Thiv8AW5fslyAzJBbBN/8AsnPavHPEHhWPwXqcukxTeeqBZVY9cN2PvXvXh2eNPDuktPKqZto+vH8Irxf4jTz6n4wub2zs55bV4QBKkbMPl46ivJpX5nG+h6c2mkzmM7RXX/C+5lTxOksAy4jbArhTcf6Pn7x9On511/wwl/4qJT6Qv/St5LQhM7X45XdxqPgRzcFf3Eg6fzr5j0yTbe/VGH6V9O/F6SO88A34iVtipn7vvXy3p5/09B/smt8PpFnn4h3kmZE336lgQvLtjXJpsyfvGHpUloP3+WZhXecZ7H4dC/2HdD0s3Fe13kgi8Hpu/wCWdhaofr1rwDQIdUlt5zFCqw3MO1TJMigfgTXpOoeJbmXQjDK9pgNCjCOcO3AxzjgVwVYOTPUpTUVqTf260RxvwK80+Jmqf2tqdk//ADzgxn8a1tR1KH/U258+Xts5FY8miT395C+ojbldgXd/OrhT5Xcwk3NWLBl8/RrKJF3sZV4HoBXoOlQW9naYs4Y4vl+dhwTVDSvD9jaogdSSvc1PeSfOI4NqJ05b+VaNXNopxLInDn/VbkPfcabJcxK/7p9meuWzVFJZGfyogzyH1bAxRb3M0E+NRji8n+LysZ/OmlYG7G3HE0v3po0jbu+M/wD1qleL7PGCqrc4HEm4BR9Sf6VXTUdKSPEGmyvGe59aoXEqyuJILeQDsJ/lAHstMhOxofbrj/l1MExYcqkIz+JqzYCVflvIF3SjChOf5VzTPayth5pC4/5Y23J/E9q2tHuAqMjqsMf8I6n8TWNmtjbmTLbn/SE+eO3EIIPynP61HLclpPv+Tt6F+SfotZcl7FPctFbxMilvnn2+npV+KW0tbffLcxzSDvwWo2C5aj343JCrsF5d5P51MuFj+0I6QuOhk549hXK/2pAk5munlmiXkKjHFZms+L4L0pHp0P2bHVnaqM+Y6+51iVpNpduPvY71H9tiunt7Zb95Hk/18EXDBPU54rzi71y5jRY/tMZ9W61jxatdx3XmpN8/98U6cZzlcyq1Eloz1PxGthYwxx6W8rRzShbgDaw2d845zXA+J9RTf9ltX32ETYiQLtb/AIF3NQaHr13oMsv2W6ZEuHzNhQTx6Z71V1O8ivbxtk0iiQ7nJwWJrs22ODmb3MoQNOwXyvw9qQQQtJ8qYKZz/wDWq681vEmF8z7vXvVLcjyfuMue+aXNYORkTxQL83l/zOKy7+OOVBtbeR975cVo3d0FT/Vg+tZRu2Yncm307VfMgauYkEG0yenm08IFH1Y1ZcFd3uc1W811/hpmRDb9/rRcKWlh29kpokKfw7qlija4lG5GQBetAirj905/2zSxj5E9cmpo4N26PPJY0jx7NgZuhNAE3Kn8qsaOjPIg/wCm39aqpl3G3npWto6LZndcMqnJIoA9Y+IEm7SNJH/TKvF9SH+q+tev+N3WfRNIlU8Fev4V5VqMe3Z9a8zB/B83+Z7OP+K/kvyLWhaneaRH5lpK0UhbAIq5f+NtaDIL69nlt24z5hrnptSW1Pk7GwmAx/nSQ3FtfvHDhvv/ACg12OhSnecops89V6sPdi7HowvnXwZrlzdStIZAIIM87Sev6V5nJ92u58T5g8O2Nvu2/PuYe5rhJjwtc2FSUZPuzpxUnKyPRPBJ/wCJE/8A11/pWpqMn+g3O3+5WN4Gf/iSXA9Lj+grT1L/AI8J/pWUl+8Z2Rl+4R32mWkc/hPTYW3bJLbBP1zXhOofaLC7MSvJDj/ar3DTrnyPDejf9cUryPx8og128h7wzkf8BPzCsMHf2s4vr+jsPH25YSXZfkjnr+5+2CJpZWZwMN81ZtxtecbPl7VZcfNVCeUI3y/fFerB9Dxp9zZtc74Ymdm3Nzn0qxf3Hm7R2HSs3THae+81v+WcWfz4qzP9+qkrl05WR2vw4fbJf/QVw/is/wDFQ3X4V2HgB9k95/uVxHiIltZuW9awpK1eTOut/u0TM389KYScdKdu+el3Cuk8xFqyytoDt/5eFFbemT3Fn5kiLtj80lgfX1FYdvLv8uH+HzA1bUeppdSrbP8AuiDtU9qzmkzSGjuR6jfTXEdwGkaUSKT87Zwa5fzG/vV1upWsn2fZFt8zqR/hXJE89KcOW2hM+bqWLb/Wr81dZ4RP/E1vP9z+tcjbn5wdveuq8K/8hG7/ANz+tOexVL4jtY5BmuX8RP8A8TGSuiBrktck3X0lc8NzrqO8bGdJ/q3+hrMlka6sLeVvvQfuW+nVavF/kf6Gsu0k3b4W6Spj/gQ6Vva5zN2LVrIrWNz/AHvKxUVht8t93rUFu+3zg3dCKW2GUNaGLNHeP7Mv09XTFa2gxhtHMbDifUR/46tYmw/2Xcll4MqgVvaNOYbOzj/heV3rnrJs6KLtI3blt3HYdKs6Qm5/NfoOn1rLnk7Vs2fyCNa456HsRbbO6tpP3UdXPPVE+ZvwrMtP+PRP4Tt60zYzV5kldnq09EWpbndwtQZNXobEbMu1U7hNh+Ws1NM2F8zbUbyHbUYqGeXjFOwm7K5UnmCDPes2e+OGJPPan3cm44rNn/1VbwSbPPqzdmc3Jqv26GSHVr+SzvkkJT93+7Ze3SsqeCaUNsaOb/ajbvVjVYhLdfN6Vh31g0Tb4eK9iCR4t3a+5TvoJ1fLxMKltdIvnCXVvDvC8j/9VUDLP/FLJXR+HvEU1mfJkh8+P/Z6iis6kIe4rkYaNGdW1RtehJqvim5u7RbS5tvIf+M/T2qhHcL8pU9Oa6W/8RaRND++h3uexj5FcnqFxbSnNsNn6VyYazjyqnyno41u/M6qkWrghnfb0qfwX8urXX/Xs386o2cxeNkbsv3qt+ET/wATS7/69W/nXRWX7mRxYeSeIh6nXBtpoR+JaZIelRJJywrxz6RzsXbiP93A7d69B+GyJLpup57OtcBdybrS0+tdf4DvBBpl8W/vrXBjYueDaXdHRgpRhjk5dn+R9P8Aw7sEk8PxDbwc5rhviho40+WRIm4/u1D4T+I7aLpewJu29q5nxF4nufF9+8znYP4sdhXwGGwtWGIlOStrqfYSd1yp3TWnqebX3yFg1ee+IgN6mvQ/G/2XTPs72xYmXOR9O9eaapdeen3dtfpmXXnaoj8/zSPsm6cnqjHtz+9qMHa7VLb/APHwtQf8tGr6NM+YauW3uWl+9SA00RPjpTcHNUGpYjzU0kAl+9UKOEq2kitUt2LM82bZ+XpUckTp94VrZphwwpc1hcnMYhoqaWE+YcCiq5kR7NnT0UUVoaEY/wBeK7fwvLshlH+1XEL/AMfFdZ4ff5DXLiFzQOnBy5ah14qkp/1n+9VlPuZqoh4k+teKlZn0jdmmRE1Ih+eoHP3f96nr9+tmrmTepJpb/wCu/wCu1c94ucNEB/ttW3pz8z/9dK5nxI+6Vh6Oa6aMffuebiH7hzD1q6b8qVmPWjZHbHXoT1R59B+/cp3H+vH0p99/rV+lRS/NcVNe/fFPqS9IyY6y+5LV+D/kHXP+8Kz7Q8PV2L5bOcf7QrOW510XeJAP9etdZGeBXID/AFwrqQ/C1lVWxNJ2uSaT81rqHr539Ko3Eu6ltbzybe+Xu0vFUZHpKLIlK6Q3zNvJqJ5W/Fvuimn5uPzqGCUPJLJ2Xha3irnPOTitC3Kf3e37xPWqUdpcSz4tU8yT+761YQ/edutLb3s2mXX2m12iXBAJXPWnUTWpdJpe6yvfSxfaf9DWW2OP3kT/AMDd8e1LHct/GFlHo61DPPLdOXnfzWZslj1zTgm3btbNZNXOlSs2aVvPYynEthj3jkNem+FvCvg/Wkh+2Pq1tP8A8tCNrJXm8UEeEeJG6Df9favcPhha6Lq7payGW31A84d/lOK8HMa0qVLmi2fQZfQhVqNVFoeq2f7KnhTW/D019e6prJuhkxyts+RAPuhemK800v4d+B7PxFFpNvrusXF/nERgjC9PVhkV9IWGl3V94au7FdQnFqqeVIBJyVPoayNB+F9p4aa7FvJL58kZ25xnkcc968l4+q+SCvt8jSGFoJVJTet9EeX+Jvh/Y28K3P26CzhXgyXbc59sda8U8VSaDF50f9ryXHYNHbHtW6nxRbVp7nR/HVtFrFlDcMIct5UsJBwdrCr8mk/D++sN9rquq6Vc/wByWNLmP9Oa9HC0qtCX75v5bf18kc1esqsV7NJ+u55ELzw/0e6vPwhFa+mjwNdXMP2nWdZtHDcN9kUj+dVtX8K2z3En2bUrMrn5WKFP0p2l/D83VwNuuaOvpvZv5V7M5UnH42eXbEJ2dKP9ejPZPA3hT4ezagUvvHH+hXXEkFxbGHLdR844yK9lb9nLwtf6JcX/AIQ15ppokLoUlWeE46Kccrn1r5usPg5LcS77zxrolvEP4ULv+leqeDfCHg/waJbq58c6lM3R49PhaJT9fWvMnVowWsuY7oxqyfuxcTnr3QrvS5mhvYvJYceo/CmJF949h1r1/wATf2DrPhy1m0tHSPdiJpeZJPf6V55qNmINNupFX7sLH9K83mUmeirtWZyC+LtKWLzYIbq9GcDyF4yPc10Vh47jgCOvhK5mHffP/hXhmmyMtplHZDvbkfWp5Navtnlfb7lIw3QSnFe28JC+iPIWIcleR9GW3xcsouJ/Bdzj/plOC35V2Op6JB4o0Gy1uOG70m6s83MdpcMpOMYIYDPbpXy3peqaA4ceI7/Wc9AbNh09ya9K8KeOfAVhfi10iw8RGe+i+ytPdXq7Sp6gg8D61jUwq5dEVGsrngPjGRZ/EmrSr3uGP61zrV7V4v8AAXhiS71a00GHULHVLW0e+V3vUuYJFXllOOQcV4wRxXuUZJwSXQ8OvFxm2+pXxT0H7wU8AfxCl2/vBW0tjKO5s+FmH/CR2O7/AJ6ivftSuTFrGie7qD/3zXgHhgf8VBYf9dhXtfiGcR6npL5wI33E+wr53HxvVifRYF2pyO1uy2xvQNXzJ4tTZ4gufec/zr3W78WW8SOiyS3MYbO1F4z9TXhvinN1qrXWNnmPuKfU1GXR5ajNMyanTVh8WsR6d4aeNYfNk1BJoC27GwhlZW/Cul8P6nNqqzajKipJL98J0Hb+ledm5ll0vyWZfs8ExZB3ywwefwrpPD+r3FlYfZImxbSwNNOO52j5cH6mvZqQTR4dOpZ6lWeRWs1RG/5bDH/fVd58T7wf8IXoscU0Z+1XjvKgbn5UAGa87iDeXahuMup/rWp47gFnHYR/8tJUM5+h4FOUeacSue0JLuczpcjC6Ur12nH5V9DavFY3nwes5lWNbn7MjSfLg+Zn731Ir540z/j5X6H+VesX+ph/Bttao33bZRj8ea3kRSd0Z+k+PNV077Pgx3QtxtjW4XcFA7V9UaReT3mlWczBUM1ukjKnAyRzXxkMV9IeEPE+oavo9nDYT2NgEhVXkkbe/HovbPvXn4ijCVnY78NWkrq5wHxZMa+NZo4kVMWyGTHdj3PvVT4byhPEqb+nlvXoGs/DHTdXvJ9UvNYvbm6kGZGCgD8K8w8H3cNr4r/dfPEN4Xf3A9aIpNWE7p6npfxUkX/hAdRSLgbcH6V8q2D/APExjLV9HfEm6a98L3HzbUbFfNUSbLkf3w3OK66UdDhru7JtQBS5lC/3s1Bb7nnUbuta17bGX976dfpWUI9sv3uK6E7nHNWZ32h6d9v8mHHEsqpn2/8A1V3fiiSHTbHT7CJVSW7ma4f/AHV4WuL8H6zZWc8Ul/MqRRHcfX04FdAdTXxDrc2oS28gtwoitQeyD/GsJK7O+LXLZD7d28v9wWnlHbaK2tHt3UNNqV2tswb5UMe5v/rVFGlyv/HlDHDnuWyaYNP1FBm4+dW/i3Ypju0WLvXJ3lZLL5+ysV5qjJHfoM3Uu09sqSanu0h02zxauqy7evmd/rUOj3DsfLuLm5uc8n958v40AaAsH8vfLN530UjNQxt5qZXy4gDhhzxS6pKd6eU/kxj7x3dfasmSNpU8uBmIPegZuz3sVumVuIlcdAM1D9ou5Y/N+07O+C2SR6VjxiLSImef5j6nmp/PnlRZJWjjTqBuHNBDdjUtNZsoo8LCsB/vbSFz9aYZxFd+ZI++U8/I3AFcvc6hH9oUyvu29APmFR3N+08WYCvPrxTsHMbmp67dsWDu0cK9FGOfrisaTxFdN/qOnfoKzo4NoxPLuz2qb+yri8k8u18tP99gK09mrGcqko7DbiSWX52dvwzVjSnTUrmKK4X7MkvR+BmtA2VvpdvHHeQyXUhByYmLCqUmn2ai1uImW0j3ZMVw3buK0UV0OeU29yXxB4cg0uN7j7ZbLGOiPJl3PpgVTlef+x/OukijhxmLZtUv+HWtDUNUTfmws4L2MdMru/Nqw9UY3SK7xbcc4THFV8IcjlsMsrdbmPfKypnplhUE6xxuqJzj+IU20t4GG5G3t6VIy3cvyOsiR+yisZTjY6YU5Np2JoTbpHsn2sffmqmoPBErS7WbHRU4pCIrOT90+6Q9nWkW11S8kG22jcHoN2K5efrsjtcVy8u7M6W8WVNkSeVnuaozSKgy3z/Wr0ttOZniuIdgh5cIwyBTI7C3uB5kFtuVWwS78n8K3jJHHKnfRmf9ohb7ibjUck4b+6tXpNLd7gxWcKxSDBI3dqgkspIztu0X8GFaKaZzyotIp+Zx8i/jTDI9TtbKx/cTfgahkjjiKjfx3NbfEYtWIfuvuX75p3mP32/jU3lRbf8AXbvbbUD/AC8L+dOxNhfPlWnpIzn5+lRAf7tD9fl20mM7y91aCfw1pNpHNmeHO9PTFczdDcUdukbZrGOWP36uQIVh+p/QVzRoqF7dTqnXdRWa2X5EOoPtxtt95blqXw7brdalvWPygvGPc1nm7uftB3dPTtgVrWk32CwW4c7ZJTurar7sbLqY0kua76HSeLH8+yU9llAFcRc/eror+6aXSjvOfnGK5yf1rGjFwVjWvNTd11PQPAXzaPde039K3J7czwPF/eFZPw3h36XqHr5i4/Ku5i0C7bn7FKR/u1wVpRhUd2epQi5UVZFXXXaw8NabGvyskK1wPxQts6hpWqJ9zUrJST/tLwa9J8XaReyaZbiK3kbykw3y15jrM8t54HtEulbztMuDED7H/wCtSpON4VIu+rT+f/BMsVzXnFrp+RybPx81ZE53yE1YMnyMPyqtXqpWPIlK5raIG8maT+8wXP05qxN9+iw+TS4P9p2yfemv1oluax2Oq8Fv5f2s+1cXrZ3Xz7vU/wA667wwdkUx9a5DWiW1CT8f51hDSo2dFZ3oxKWB6UjqNrfLSHdRh2FdJwFrT1/0mHau5t3arllp0krxXL7RCXJzu54NZtuZYnUo+1l6MOtXYHgls/LvLjY+7KCkM1tQvR5chRt0uOK5Ep+da8ltD5ZZLncRWaWGfmpRiojlJy3H26HH4iul8Mf8hC7/ANz+tc7AR5f4iuh8Nn/Trn/cH86U9h03aSOszXMa9t+1b169D+FdDmsTxIBmBvXOawp/EdNT4TCP3W/3axUysny9RyK2P4W+lZGPnrqONkl0u2bK/dfkfjTrSQplNvWiRC9kj/8APJ9p/mKsaVAJJWf+5zSGaurRCDTIU7+aN31xmltJdr2MfYGqupTvLaQqytv84s3pz0qxAjeda/7uaibsaQNqP57ge3JrcgfvWHA/75z221pW8nFcM1c9ak7I7ezlH2VN3pV21lV5B/EAawbYlrZeane+jsrWVt+wbDljXl1E2mkeopaJnayRiWBPs7ITJ0I5/CufuPvY7rwaufATSrD4hR69pmrzXP7qfz7dYGweVxjJ6dKt+MPDo8N6vbRxJ5SSh4ijSbjuByMn1xXjxrKniZYeT95HbGTq0lVtoYX3ay7qTlvar0r7axruWvVgY1ZWRRkfcabdfNAf92mllXtVa4u+MV1xi7nm1JKxztwN17/wD+tZ+obkfa3TqK0Lh9uo/WPp+NUtQJ6ffXtXorc83oc1eyhwu3pWr4cvYbVm3puLcE+1YrsFR12c+tOsN/2mPyv9ZnitalNSpuLOWjUdOqpov+JHifUsQDGF+b61m1a1eLyLvLNvdvmeq8S75EHqaqirU0GIk5VZNlyMbY1HtVzwsduqXf8A17t/OoZQFcj0qTw623U7v/rg1RV/hyNKDtWidU78VWjk3bzSztiLPtWbbTH50ry4U202e1VqLmN/zxJY26+ldP4UJ/sTVtvYqa4eB/3AHpXdeDBv0rXP+uS1hiYKNFrzX5o1w037Zej/ACL2jC8vkfazeTF981OILmfzjCWS048yTtS+CdRmgvHhi6Sc/lXQ+JteI8OXNmsaQjzfm2LivAqOUa7hY+noJTw6mnsea+O5Y51sjE3yYIBrhrxDs5/Cuh8VEPp1gfQtXIXVyfLRF7V9Tg4ctNI+SzGopV5Nrt+SK4ysmaktpFS4iaXawzzWY8r0xN3WvVcTwY1LNOx2eoLGsyOPuNWRebEdtm2r8SefpMZl5NZU8QTHvWNFNR5ex2Ypqc+e1rlKSc0yKdvMXnillTBqFfv10WODmNp7oeT+6XmqseqtHwRSRms9x89ZqKktTolVlFqxpnVv9gUVl4opeyiT9Ymd0aSlNLWxmnYg/wCW7fSum8PnbEK5f/lu30rpNFP7paxrL3Dowsv3h2+8NB8rVQDcS/71OV/lNVd/3/rXkRjY+gc9EEh4T/eqQ/fNVJX/ANV9anjPNaNXM7+8Lpx+e4/661yuvHdcS/75rpdLPzXH/XWuX1r/AI+pv9811UVaTOCtsYj1ctD8n/AapvVu3+6f92u57Hn0naRA3/HwKkvD85FQ5C3ALU+YhnY09xtWTH2vVqtpJ+4lH0qpb/eapk+64rKRvTdojB/rRXTg/drmh/rRXRrWdXoTB3Mvf88w/wBuoyaCf3s3+9UbmqsSNJ61QtifL/GrTnrVGB9hat4aHNUd7Gjv7VHIeKYHDcrTWcq4KttI6GiewqTtIsSWlxAFaWFwGXcp28EVXTegz2ruodUhvvC7yfKZoUw8fo3TNctqa7rOxlVuCMEV59OrKTakrHtVqEYJSjK91csafcfuo93ckGva/hZqdnDdn7Un72JP3WxOv1rwqwZURX9OCPSun0XUms7iOWN5E2n+BsGvMzHDfWINI9bK8V7J8stmfZNr48g0+4stOSZohct+8dPu+wNd5BrMVwIv3q+fAwRl9VPSvjuPxNPdTQvI+4xcj/GvTvCHjCV7p7hz+6gRpZGP+yM5r42KrUZK60PqsTgKTp88X6nz18QdOih+IXiWC1X92l++xR7nNYBNxBGow3Hatu0stb8Ua1qmpadpt3fvPM8zlI88E5rPkl/fmKVWjlDYZJF2sD7g1997SyUFrZI+Cp0Vdzva5j3FxL3VmpLfU5YJBJBuRh3rV2Rs/wByoJLaNp1TAUHmuhONrNGbhO97m7oOtamp81W3x996jFexaH4W8S+OrW2k0+2/s+ylmC45JK92/wAK4T4e6f8A2pqccPkxyRRL5rq/Qgdq+nPB2tiJYvsr/u25RemCPT0I9K+axVamq1uU9+lSqxo83Ncn1nw3b6N4YstMgaSRrUkJKefMYfe/I1wd3p+o+Kbd9M0lFEsilZOwQY+8fQV7brb2dxpb6hOsdtHZWcuZHbagY87vrXy/r95c+K5f7J0DUn02S84muLdusJ6rx2Nc0YShXjJ/C+ppTftaElFe8tbGF4w+B+ueAfDp1W5ubS/tFk/etaSbvLyeCfb3rzGOMNJhV8yRmCqPc168dV/4Q34Kav4bubmZ7u7vGUwySbzCDjjcfXGcCvFYLkJKrf3Tu/KvqsNOU029fPufNVo8lj1qy8DaSsdkL1FmuJW/fbGIA9hitbUfAvh+102/mW1WJ4IfNXezHp+NeMR69dRXnnJK6knPEhBrdt/FU2bpp3luvtEJik8xuxpujUvoy/b030PVru20LwXp+maz4Zt/tN2bMS3UX3o54X4dWB9R6V5t8R/A1rpXiyaHw4sn9nXMMd1bR9fLEi7tn4dq7DS/EcOqeHIrRY1hNvpzwA+uTxU9vrFtb3RGqNLMVtLVERFyTtjx+FQ5SpO6E4RqaM8d/wCEN1WU/wCj2c0v0jNH/CF62kjhtMueOuFr3mLxJPLxpeg3DehlbFX0TxRfn5baKz9B1NY/Xai3SGsFSezZ8/8Ah/QtQi16082yniKOGO+MjvXp/ie3leeyKo2NvNeiWHgzUJpfN1a9+f8Aujmn694HvLlE+yyxyGIYCvwT+NefWxUatRPsdlLDypQZ4/INvFcB4gBl1KCP1c5/AV6Rfxm3uZYbpdksZw49DXnXie5aw1OC6g2sYZNy55B+td+FjaZz4qX7pnLRk/2ffj3U/wDj1X9EvIILXUhfvh5LPybUBc/MW5/Ss0XKbL3euwzD5QOmc5pIBvlhTtuFewlc8BTaZ0D/AGZJYo382cjHA+UVV8Szzz3zfaGZjEixLnsoHA/CtLSLyyTUmu7z5vJRmhT+/J/CD7d6yNRcXE5ZvmkP3vr3qYrU6G7x9StpX/H1+B/lXUJeBrNIt3SKuTijkWRSi11dtpA/s+3dplZpoiCB1HPeqY4LSxADXo/wjtzPql2zfcBArhIvCt8+0pNuSvQPCOk3+jW0nkXKRGTncOTWFT3o2OyjpK5674g1i10jSLpp5o45DG2wFvbFfKFncana3f2qykVX3HDfWvSNV0NruUzajqsk8rcZk6VXtfAtlcD97qcSD0FRShyKw6rc7HISG/1RG/tG+km/2d39KzhZMj/J0r09PDWg6TAXuJo7mRejbufwFWLNLC4dI7O0jC9M8E/Wrc0jL2PMeWpYtccYap08MvKB8n4ba9ti8OaWyLJtbf6uwFSyPpunudsyvnsi5que4exSPGrfQPsrr+73ENz8p/rXX6VsT5rxcR9gc1t3l7aKW8rzX39d+OKx31ON50ht4N8p675M0yVFLY1YpFU+ZFL8nb2qtPqMk+6JP3mar3BDDy87fpUB1P7PF5MB3kUDsM+xjzF80b8fw7qunU44E8uNY0UDnFZ7T3ko/fsv0FYd/JPv8uVtg9BTsS3Y07zVIX/j3c1BL4kdYj5Azjpis2C3TZn5mPqaYRJFu2OqCiwrlpNTkl/eX+5fRdtMnljuI2MRZ/8AZHFUI7v7RJsZf/HqsiRLUuIvLOetAMpkx5x8yn86WfUI0GIk81+56VBeag68W8nzH+ELT7eCFYfMnVpJm+9vq+UjmiQx3pV2L9fSnW2qRJP5q+YJV6d6nf7Pt+a2X8FrPl8ppN7t9nUei5rZNowb8zatPEd3KGV2Zxu4PTiorvU2uuGgEpC9TzVEJbrGzxSXH024qqLm4ibC+Zbxnue9S7xFZEqxXUs+4KyR+napXvXgfy/K4FQySq0f/HxOT6Co0l3fJFDLn1NZSk5bm8Y8popPKkTSSx+VHtyCKrxXhlbEUsv48CqiQSLIvn3ESeiu39K0bWxsmBMuqRoR1wtYzcIRuzenzykQQPHEmLwbpP73mValeOxjlf5bkSYMf788evA61lXgt7y68vTnaVOnmyNipktUjsklkWQYfDSHlfwrOpaSTNYNpvQoSXW+7ieVF29CDwPxNS3JtsYgkVGP9zJpbnT1WDLQybuzbuMVVktltlVkbkdxXRHllqjnlzwumRxytby/c87/AGnzS3MqTcqiofao33vzukqPeYPuM1apJMwbm1ZifZ2/hqMl4j/qvx20pubmeTZE+2gideGlVqq9jK1yF7h6SMHqwyTUnzL951GfxqJdzH5TTIasSPC3+yPaoSPzqcQMfvvSmJF/jqm7iII03GpLqdokaNOoG0fWrFosKg73VO+TTT9mnH+kKwb++n9RUvRlW0KNv5rRMrvudiFA+tJrMm6YRL/q4lwKtRWccUhuVmWVV/PP0qpdx+aPk+/709GKUXFWZJFes+n+U394fpVeT5h92o7ZJEQiQfxVZSJ2TLI2w9DQkkJtyO2+HM2wkButwldN/wAJ9rtnrdzFBqcwhWZtsfbg4xXB+E7mGLWrKP8AeJJ5y/TrU0tx/p1w/fexz+NedWo0q1Vqcb6Ho0qs4Ukou2p6/a/G17Gfy9T0e3uFHBk8w7vrzxWF4rm8GeN7WW+h1yDSLgrlrXyzh2HTp37V5lLctcSvv96zE6VwxyqhSn7Si3CXl/wbm8sdVqRcKiUl5lyTRNI2HytXO/sPJNQWGjaXdB/tWptayA8L5O7I9c0lFt9569azUWrs4lGMprQs6fPYWbPaXTfaLeNyVkRTyf51Wv5Ld5WNl90/7J/rUbpunf8ACoim2m9XcT0XKbHh67LPJCy/d5zXNarIPt81a+iHbdXP0rE1J915Of8AaqoL32Kq26UStv8A7tO8wVHuNSb/AN3nvWxyk0OGP3uvGa3To5iP7qRW+q1gof3dbVpdXT2oKhX2nbz3oC5U1GFreL544+eAyVkVs6pdySxbJ4tvzdd1Y1AieP8A1B+tdB4b/wCP6f8A3BWBH/x7t/vVueGj/pM3+4Kifws0h8SOi3Vg63O0t3tb7sa4Fb5PNYWu4+1D/crODtI6qjvEy/71V9OsvtiTf3gRz7d6mc7RU/hnDXk0Lf8ALRP5VpNuMbnNBJySJdSs9iOiDbF5Yx9QaztHlWKRw/RsCuovPL2+WyM28EgduKowaOuy34553Edx2rmVRWszqlTbldF77PHceYG+YYBH4Uy+fyIiF+gqtqBu/tJisGWPbGDvP8qqXZuvMV7p1cEcY6A96zim2jSbSWiNWwH7vd/erUs45JZdsCNI3t/U1Q0Oym1LbEp2Rj/WP/QV3ln5Omw+VEmwDp71hiKqg7LVnVh4OWpCmnzKiiecIP7qf41y/iKBx8kf3G6Me/512MlwZeG+561zmtx/aAEk+/6+3tXBSnLm1O2rFcuhb+Buvt4e8eXKomUktS2z/aU5r0/4qeLE1yyh1e2s/L8q9RWDyZ++pBNeKeH1XTvH2idxMDE+fQrXoHjrw8NJ8J3k0NxJ+9eNipbI+U9R+defjKNKWOp1Hu0v1NMNOaws422bKLurxsN/fA96zL+JreIyYklA52ouT+FM0y7E9unmc5TKfUVfEp6S/N711puLG7TRhz6/oGk2gm1KSS6vXXKafasNwz/z1c8R/Tk1gW/ii88R6rb2sVjaWNvMdqJFGSfqXPJre1LQNNurwXUkG6QcsOmT/tetdl4B8Hf2zLc6yUVbW1iaG1IXGX/iYfTpW86tGhSdV3v5nDGjVqzULnlHi23Oja3DHP8AdMOVfsQT1rFubmJvuPXY+Orub+37yK2jhmW1Ihk7guOuPSuLNwjf63TY/wAK9Sg3KlGT6o4KtlOUUzn5T87URStBIrp1FbRubIbt+nmq6Xlj56n7Hsi/WupydtjkUFde8ZksrSuzvyTU0LMrgr2rf1K6sWtA9oqiX021ifa5/wCE7fotKnNyjsXVpKnK3NckeVlGXRhmp9Ck/wBOuX/6dzWc7seWO6rWmHZNce8JoqL3GTTl76Z1Mz7rf6rWTFKEd9xp32ofZk+Y9MVSz1rlhTtuejWnzWsbFhL5scn+9Xofgs7dK1z3iFeb6WQsEleheFJFi0nVt3dBj8BXNi9advQ6MG/3l/Ut+FJtusKf9k1b16ffbT+71ymkamYtQ3L2U1JqWpySxyj7orzJYe9ZM9yliuTDNGJ4lk/0OzT3auSn6/StXWLlpo4Rn7jGsVzwx9a9+jFRgfL4qftJlOSnw0ybrToJAtdZ5ydjrbcf8SqGs67HC1pWzY0qGs65HH41jSVkz0K7vy+hl3AqCP74qxcCqe/Y9dCOCRfjqhJ9+poJN71HJ981CVhzdyPNFLRV2MzuTTKkqM/epGqdiE/68/Suh0j/AI90+tc83+v/AOA10Glf6hPqaip8JthviOlMhWM1V8zcG/3qjEnyYqHf8tedyHtc2liRn+5/vVaifk1mOfmFXIzy1DiEXdsl0o/8fH/XWuZ1f/j6n/3zXSaUeLn/AK6VzWqf8fU3++a6Ka95nBWldGS1TRfdqJxxUifcrtaORRs7kTjdJT5EVRTZDtkpryBqVhOV1Yltz81Tk7SapwDcM1YFQ1dl037o8f61a6KudX/WV0W6s6nQdPqY0n+vl/3qic06Q/6Q/wDvUy5P2eL/AG2q4kS2K0smw4qnnnNWY4mc5+8ajnx5p3cVscrbYB6UPzUNPB/vUmrgnYnEjL907c0gc9N3FRUorKx0J2LkEpQMnY1sWc2Qo3c96yInjH3quWmo2dvIrOrOB26VhON1sdtKpGPU7fR3kabc3zJtwB610fizXbTw94a/spZcz37D7UY+oiHOxfcniuC03WNT1i7Ftptk0rtxHBBGSfxxXb6p8MtJtvCVn4m8WeIxf6lJI0I8N2q/MG/25Aeg6mvGlhYRrKdV7a2W59J/aEpYb2NFXvpd6IxYNZ8Q6N4asPFHh3Wmtrgy58gKPLSPO0Db1OO9bWm3P/C97yaz1qSy0Xxta25axmjj2Rako52N/t1w3iDWJ77ajpHFLsEMcES8RxL29KzNEnuLfWtPvbJW+029yrJ8vPvW8cPeDqbS1adtUu3mv60PNq12qqhdtWSfXXq12ZZR3V2inTypo3KSoezg4I/OmyOUk3elWfFk/leKdRI/jl8xv94jJrHuLvzOf0rtpNzipdzlqyjCcoN7No9R+F/ie30bWZJ7p1SEoAx9q7XUPicmm3lzLYbbi3bHl9vnHcV4Po9wsQYsPkrUsxJqk+6VvJt4+/8Adryq2ApzrOcj0qONapKK1Z7TrHimz8WeA7r7f4svRdkg/wBlIvyyYP8AF/8AWrH8N+HdUt7HyEmWzF6yj/WfOEHJHr0rl9MFu19EsHzxpivRNAtTf65HHcM23BYbPbtXnY2sqdPkij2Mvw7lUdSTPKvHjTw6tcWT/La2rbYlHQf4k+tcegGa7P4uy+V4/wBYgi+VFZeP+AiuF3lUr6fB3lh4SfVI+OxkksTO3cryyc1ZguvkxVRzzSR/LzXcecmz0Lwhc7hjd6jFWdf1i60XWIpbFmSRI0/5Z7g2B3FZXgxC8u/sGNS+MZNmqp/1yWuVpOpZnZGT9jc6vSfjVqVrgan4btr7H/LSNmib+or0DSPjZotxatJ/YmoW8w6xPt2/9914CJT13VveF9V0JbnGvmWIe3Kn3NctXCUWrqJ0UsRVUtZHq+pfGbUJMjSNNtrRQM7pG3tj9BXJ3fijxr4lby7eS9nDdVt49g/Piuv0jVvAsS77a90tD/ttz+tdH/wnXhezgZjrVltX+GJgT+AFeelGD9yn9526y1lUPLdN+HvijyHknsf3kh3bXnG78a47xj4Q1mwUz6lYNbwbseYcEZr1TUfjGZnNv4M0iS8m7STKf/QRXOXnhPx74+cSa/c+Tb9VhPCj/gIrrp86nzTsjnqOnKPJTuzws6a3mHbKrD3rY0fRBI7tdTYBQhDH2NexR/AnUlCu13a++c8Vz+seHf8AhG7n7NLc2kpA58vn9K9BV6c9Is4Hh5R1aMRfDVhZxKLfdK235pH9azX0lJzhkViO9dJF8+eVYD61PbS+U5/49mHoc1Rdkc3B4WR5FrstM0e2s0A8nZ9etVn8aTwS+VZW2moveV1NMfxZcXkm97myJHQCM/41DuXGyOsS2to0+WHk9AWqvPqL2qMFSAe9YYn12/dJImtrOIfxltufwp09vIsbNqOoWjgc/e4zUqLe5o5pbDZNYZfnRFfHovH60+LxLq1+fsunW0XmtwCkY4rCjlinuxGn76NuC7ttUe/NWri4XTuEmiOeNsfNaJWM3Ns0E0G+S4+06zbyXsg7PMoH5Cr6a5Dpo8tNNgUnunzH9KxEudy75X+QjpxVH7THPI0dm3I644o1Ju0bt54gDbi9kzf99YrLt9Vl1GQxQbYT33sePpTo1Xy/9Ik3H088VQnurWzfG1N3/XbJqoxvsS2jaOnW+z/SLlnbvhqgmls9IGbL5pD3HWse51QsEjWLh+Rhs0Wkrgfv7ZR6b5OarlJ509ic3Uty5luZHt4T0UUsdzaQcwTf991Uv78ONvyqns1Rx3enKMNHuP8AvVolchtonvdVeVP3TqzDsM1X8yVmy+1z71N/aGn4wtt/49VSCW2uJGMsMbY6L5lOxPMDyXUr4ijzSyafK3N1+W6rkj26piK1gU/7xrOubkpGwSGLPY+ZRyhzFG8UwPlBtFQiD7R+8eXb7UouDdcO8cZ7mqLJHBn/AElnPb0qlqYuTW5pCBIOYm2yHvVY3Fwkn71+appcq8eZblgf7o60eWZT/o7M+f8AZq0kieY1hdSyj/VM3vVYud+fIXd7tUaW0+MN+rUv9n/L8zx1Qkrk63JYYk8vP+w1QSdfnZj7bqQBbflGU/8AAak8ydvmWOOuaT1No6qw7zFULs3IBUDTtvwksiDvQ0k0sqB9vsO1XZJjbJuby65pScdkdUIc6uVbWS3jYlvLdz3lzVyCeSzVvLMD5OeVzVCzIlmZvl3VfnuF8rC+XkdKzmot8rRrTcox5kxsomvHX7QYkjPdF6fXFWBbadbx7bjUJlB6xpj+tRiHzY/3Ktz33AVEUiQfOn7zu21WocU1ZOxSvF80itLIWc/Z7yPyR08xuaWKNbnI+0wHHrmpzpzMWuMkZGMeWtR+XFAD+/jYenl1ppJaEawepWuIJXPl2rxcLyUqm8fkx4f5t3WtExHpbIWz6Cq99ZXJDOsWyNRzmrXKtLmL5pO9imRb7Mr9/wBqrydG+9mneTKiZbvUbA9K2joYNvqisUapwiqPm3bvWn+Wn9zdTP3SPnZ9PmqjIa7Kv/1qsJ5DR+/61AfKf29hSbImZQ65HbtQA6QKv3W3fSmcejUsUHXZLEw9HbmpX+T/AJaLVEN3DzU8vH2aTduzuFUzJz9xqn81/wCKaoHf/b3ULQHqMMo6MrVYt9Qa3GE5T0NVch++007H/TUVTVxK6NvT9Yja/t3eHayODmmibfO7+uf51jbzEwZGViPSnxXpV/mWsXTTd0bRqWVmXQ/zv+NQA8UsUiuCfu/WqwnTH3qHFjTTLNT252u1VBKKeLlVNZFJ2dyZgGmaoZBzUaXG6R6kL1TVgbu7hp0mye6+lYt2d0szer1qxYSaU7vvVmyJ87/71aQ3uYy+FFXmn4bH3qlRNv3qjerMh4+WKtmINb2yxodzt8x9BWN/BW0jhokk/wBnBoGind7mx5r7j6CqhjFXpPmfd2qu7ikMYn+qYf7Vavh1yt449UrKJrR0I/6Yf92lJXiyofEjpnPSsTV5C984b+HgVrb+VrE1M/6dLWUNzep8JQm6Uuio/wBrMqf8slJzST/dH+9WvaYskKjr1c+9XOXLEzpx5pE8es26xj7b+5k9duQaju/EtskWLKNnfsX4FZklmty/znksM/U05NHgTYX3Pn/arm5Kd9Tq56trIs6beNfNcyydT/hRLIJT5W3duxj61W3ixuGRV2pJ0/qKn00ebfl/4I1zVOy1Em2uVnZ6fPFZ2qW6cf3296e1y8qfK3zjlSfSsUSrn+dR+YUkyrfKe1ee6abPQjPlVkdGl/vjzE23t71n3Vwn3n6VR83Zu2N9aqG4M8WNtSqSuEqzEkvPs+v6FP8A3Zs/nxXfeIryaTwrrtrLMrJG4Matknn09q8o1aTypbQr/wAsyD+tepeKjv0tuY/mhyQPpmscVBc9J/1umFCb5Ki/r+tDl9GvtttHtPY59a0o7lXyyfMD1/rmuY0mVUi5PArSs2kv3KRFUX+Jz0ArWpBczYUqj5UjRsEudYvja2zMkQ/1sn9xfb3PYV6BqvxLj8K+FrjTtFtlSfy/Iswvb1Y/SuHl16HSbZ4ok8q2j6N/HI396uMvL6bVi885+ft7VzfVo4mSdRe6tS/bujHR6j4JN+mIXdndmLOx6lieSaz54t3K022kb7MsbdBmpC/Fe6eUtY2MK4d+maqlP3mK1Z490lZUvyytW0Wc8zRvrGO1jjMb5LdRVFY2b7q1a011e7h+0L5kYblfavRrDX/Dy/uolWzZf78Of15rlqVZUI/DzHZRw8MRLWXKecrpV5N/qraVv+A1qWnhjVHJ22jDKY54rvv7b01/u6mB7bKdBqumYxLqSt+Yrz5Y2u1pG3yf+R61LLsPF6yv81/mcvb+BNSmwG8tP+BVbk+HlzAmZbmOusTXdKi+7dp+tPk8SaW4w97E341wTxWNbuvyPThgsAl/wThk8OrZnLz7h6Ba3LK7is7e5jXzNsif3a0bjVvD8n+tuk/4DmqUmqeGW4a7XH+61Wq1SavKLfyMHh6MPgkl8zEs9iuZc9OlNv7uPywqrz3NXp5fCsvS98n2TdWVKdEX7urh/wDtk1dcJczu4v7jlqR5Y2Ul95z99IHxs/KqMzho1CrzW7IdHb/l8/8AITVUdNG/hvG/79GvQjU0tZ/cePOlr8S+8wAhY/NUqQBnArRP9nfw3J/79mkWS1icOtz0/wCmZro579DBUl3OisrYNCI2+UDpUN3pyKn36yZdSjd8/afwVTUD6iP+ejUot2NZyinZO4+4i21nSQbjUpu938VRfaBWhzNXH29ttfNVpT+8arAuwtVZHDHNCdyZATRUVFaEWPQqjanU1qVjR6EP8Vb+nf6hf96sR0C4rc0//j3X6ms6mxpQdpGhIeKjQ0rVHHWFjvctRZPvVPAeWqKTbnFET8tUtFwmWdKfmf8A66Vz+pf8fUv++a29KPM3/XSsS/8A+Pmb/fNXD4mc8vhsZ+KWnH71NrczIZIt33ad5K4+YVJRQJpPcbHHsI9KdRTkQuVC/MT0FAJWVgT7610BfaK58ff+hrbnPyVnNXNImPId0r/71NuLlGiXcMle9QTuVlO2oPM/vVulY4pS6E/2x+nRPao3iMr5i+aos0i0N2JSuP8AsV3/AAwOfpT/ALHef8+0v/fBoSd0P7uaRPo1W0uZmHy3Mv8A38rN1JrZI6Y06clu/wAP1K8em38v3LWU/wDAcVY/sa9T/X+Xb/78gpA0rH97cv8A9/DUwjt15Z2f61m6kv6R0Ro0uqf3r9EMi0hG5mvVx6JzWjb2lhAcJDLct6yNgVWE6t9xeKt2+7eDvVF/OspzqNanTThSi/dV/kdVpV1d2BWayu2007eDZtsbB6jf1pbeSa/uU0/QLSfUr6X7kMCliT3NVtH0/wDtC6RbyVtnUr0r3r4cxnRGli02G2hgPMjBcOx7DcOa+axWJp4eVpa/kfWYfD1a0HJafmfPGraHdaXHdnVh9n1F3C+Xt+b/ACK6fw74Z8Wa54M1TWPDU0c8ujQ+bLbCPMkkQ+86+49K9j8TeC59R0zUJZYIru8EnnLN3jA6ha5b4W+PYfh1cX/nR+dHdIFaHsezD8VNKhmCrwV0rrczr4F0pN0pdLHzjJO1y5mcs7Scsx70zNdt8W/Dlv4a8dX8em/Npd8Be2RHTy35x+Brikxu+avr4ONSCnHqfC1IShUcJdDSsCNu1n49K2YpR+6iVsRZG7+prDtRuPzdK29NSNZ4n8vzgDkxno/tXFX0dz1cLvY9IQ+HdNdGsS05iXJIbO9j059q2NE8QmSARZaNxcq8Tj+Ad/0rgvKVpTMkaQq7ZEcfQVeN8tjY3Erdk4+p6CvlatL2nurU+0w7jRi5S0RyHjjVxrHi7WL4NuWa5bafYcf0rFzxVfJYkt1PJqbPavtqdNU4KC6H5tUqupNzfUq0/caZU9mA13DvXcu7kVoYNXO+8Gx7IITt2lic1R8bgtq8e3/nlW9oMKIIdm7FYnjwKmpQ/wB5ouu7tXKleqd8vdpWMWAt5Wevaq+S8rfuVP8AwGofMkUYV2Uf71GZP77V02ORzb2LEsDLx5K59o66jw1qPgzTija3p17dzD7x8o7fwArk089/+W0n/fVSC3mf/ltL/wB9VEqakrXLhNxdz3zTviz4EsE2W1lew+yWWP5Vr3Pxat7iJY/COmXN7cv08xSoH1FfOAtpf+e8/wD31W7Y+I9d05dthqk8Y6fIq5/PFcjwUUrrX1Z2LFye+noenainjfXg0mt30ej2Xcbtgx/OuP1HUPCmhcNeTa7eD+CL7ufc1y2oXl/rD79Wubu9PpLJx+VV441ThLTb+VXGg0tX9ysJ1lLZF6/8QarqcZSxto9LtP7qYDH696sxajdSx/O+3AwScc1Sjt4kkQz223NSXFsd/wAka47AVpyRSJ5nJ6ltLRrzh+R/uj/GmTXFppM/lz20mzvL5Yx/OoAZF/5dF/7+VFPdIn+tt429t2arkTIc7GxLLbr90SPn0kx/Wqc+q2FrKsNwt1vPVd279KzYJYnDGLTYzUybd+f7OjQ/3t3NPlQcxo3NxGiMkULNnnc+3IqtbpcMd6wRr/tFhTDJa7/3sUeR1PWpUFrIm9Eznp2pNWC5FJpUk7r58qcn3railNhEtvE1lFH3/c5rlruC5a4/0V/s0X/XTmro3rH8zTsB1PnCqsJu4mp6q6hxF5Ex6fu4aztORm3eZ5UR6knk1uRbx9150/75qN7JfPWaK4aNxz2NFyWrmfbPPO7fNFFEG6lSM/hVu5aKJPnvIvptNXBcOn35lk/4CKrySCU/My/981SYzBnu0g+WC5jOf+mfAp3nwfw3UDE9P3daUo5+9Ef+2dULi3t7gqJfK3hsj5cVbdjEJHl2YVrb67cVTttySybBBnuxk/lVm4kMW0bIJXY4AFBCr9/7ItTcmw7zZW/55Y/3hUJkGMN5TU+S2jnMLZgxGc4HQ/WnOg/6YD6VSlYdjMc7W+VtmfSgW6OM72P/AAKrH33ZdvI/6Z0112/eTbj04qucTjchRIskfvMipQkuc+Y2z0LU0eW/dqCke3/loxo9p5E8g1nPmKEDOx/KrWHTnYuarxIFH7/crdhTZNmPlLf99VLdx7knzSHDJsFJs4wzN+FVzv8A+mn/AH1RD5iM29GI7VL2KTTdmTbYlGfn4/2aUSR/xQNKPXpTHG8qdnXqvrUgifj9y361jKPc3hNj5gm391HtqXTnRRvZolP92SnxiLb+/byT6NDSXCW6FGHzn/rlisObTlsdihZ81y1PJvjxvtseiLiieMvHH5Ztot3cf1zTRM2P+PJkHqfu09oHuRv8uFl/6Z5rBTa30OhwvtqOeCVYsPOjj3kqigaD5fPjI9d3H0pzw2P96eI/3TULiNBmENKex21rHm7mE0n/AMOPnlOzCyxjHo1V3B2HeWbPrmnm4WWIp5DbumVWnfaZOnls2PWtOd9jLlT6lAhkGE6f71UynOWDE1qS3j/xRrzWY4DfxVrBt7o5qiStZjUHJ3qw/wCBU13HT5cU0Row+9TzEvVeR6Vuc43y95zThFTThR8q0zzHUMu3c56E9qaIkOMaoflXcaJEMp3Kka+q9qj/AHn+1/3zQQ/VW2n3pXKSsTfZ12fMyA+lM8hfRahP+1spnH+yv50XHZFjyI/7gphhGKEcf3qBtzhmZh61Dm2aqnHqQmMf7X/fNMxVl07pK30qIA/89WHttp87F7NBz/HvqHaP9r67amJdf4pKP3nB3tg1PMxKJFhP73/jtO/dr/eqTy36791O2cfc3VmbpXIcMwwU/HbTgCvHzf8AfNPAK/8ALJv++qTPmBggZT/vUD5V1FMQx6f8BpEi+8JU2+/an7T/AM82/Fqb5jxHZs57fNUXkytOopjXK7Tx3+WmEQ8jev8A37qeRi3+qjkXjuw61XYcZlRvrTV2S0oq6Jp7YWf7p/Kc7QwZOevuKUxhEx69ah8oquFDKCKMSsfn3bR2FbQV9TCq7OxBM/aoaszon9xlPvVatjmCtDRD/pv/AAGs2tHRv+Qgv+6amWxUdzocHisTUf8Aj9krdX7tYOpf8fs31rKG5vU2II8b9zdI+fx7VZlf7i92aqUmfLYL7U6W4DeXJ9fzxinNakwkTQSD91IejTM35cCr7yfurf8Az3rLupFijg2/w/40pvVbAzwOn55rNq5qpLqSX4E9vL6x/MP5Gk0hysLvnkvg/hVSe8BeRV4V6k0w/uG9d1OS9xojmXPobaXA3sHOMVLFONyn71ZGf71TRzFPu1g4HSpMtEnk+9VDcyLJj7oGeaX7WVB3HdVCeXcwP6U4xu9SJysiLUfVe616nq1+PsGP4f7MA/ErXlN0dzfSuzu5d9mf+uIH6VjiYKXJ5X/Q0w83FSfoc/pcB1BxGjYUf6x/T/69dHeXcNhaKqfLD6fxOfWsiO6g0y2x8zP2Xu1Y8sk1/Pvfr2HZBVun7SV3sJS9mrLcme6m1O4zPyB2q12IpkaCBML+frR2rW3YzWhRB2yYqzniqh/1in2qb+CrAi/5aVkXAPntWqn3mrOk++9axdjnkrjIJDBKG9Km+zzOfM2b1PdOaijAZ139O9aNgifY3K/fD4/Cia6kws9GT20G0dGq8AKzZ5nigZkdlepNLupLiXZPKx+TP41zyi3qdsaii7F/A/u00gVFfloJP3DfJnvWbJfzZ6ripUeZGkqii9TSNRSAVVuLgpJCF/iTLCpYgGTL9T0q4wdjFzVyCRBVcgVdO1v4ab5SVpyilIoOlQlBWr5ETD5lrOng8p8duxp8pgyps/u0m2psCmnFWS1cj21KkJf7tORN33RuNaNvGkUbbh857+lJ6glYzfsr002zf7NahMdMzEv8NMozPIP+zTfJb+7Wm1wv8KKKiNxTuZ8pVS0kf7q0VP5pHQ4oouHKdcaSik7VY5iSdq3NP/491+prAf7tb2m/8eq/Ws6qsjSh8RbekFIx4pBWJ2A33qSI/O1DUyP75oFcs6Uf9d/10rH1D/j5m/3zWrpfW4/661kX3/HxN/vmlFWkyW9EU6KKK6mrkBRRU5ii+yJKtyrTF9rQbTkD+9npSsBBRRRRYByffWtmc1jR/erUlIZ8VlIDDuP9c/8AvVVqzP8A62T/AHqrV0o4S1br+6NSZ28bNwpyfKqCo3+U5/OuS56Cj7qDYjdqkCBaEHNSAbqRrFJjdtPSLd941MQFFRAlTSTKcCxFCu9flrpdNsIDMJJU3Yrnrd2zWlb3E/mfumrkrOU46HoYaMKUtTpH8q3mhaDdsPUV2mgz/atRWKyaSO3K5YbuRj+tcGLjft3nleMVpaZqUtlcpLA7DDfNj09K+frUXOJ9TSxFnoesa94k1PSdEktbdluI7v8AcDP+sTPfPcmvK7vRlaWyC/LMkLNP7YNauteKmuzCYv8Alm+8Zqvp8z6i11uP7+fansFzyBXLRpvDxbSsVKXtVylP4rWhPhfwtLL81zab7ZvXY3K15WLb3+evXPirIjWPk91ljxXl6R992AK+kyupKWEi/U+QzWjFY2fyHwRsBhvwroNPTyYvMP3zz+FYvnhY+nPpVi285YmeT9ynXfI2BW1VOa1NsO40pXOjtptw+ZcN/d9KyPEOsLeslvD/AKtGyfdqp3WotCHS33byMPI3G4ew7CsrnOWNGHwijL2kjHHZg6lP2MPn/kRU8nmmYPpUsW1Tl0316h4BBT4HZJUdPmI6CmVLbf8AH1D/ALwoA9T0Ab4oWQ7sYyv1FZnjm0aXUrN17w4P51reHh5Rf0z/AEqh4pf7RfoF+YLF/WuaGtQ7p/wzkz5MH3w2ak8lmQOsXWphDAj58vn12mpQ6t94MPzrrORKxRICD502/VhSRSwylgitnsA3X6VZkiib7kO/PUlTSfZ0/uR57Ha1IG7DSjKPljlz6bqbi4YfKki/8CqTEn+d1ASTzFHl7s9xnimWlcRz5SZlSRj/AL2KIJfPOIoGc/8AXSrT2RfnylP1pkFi0AyYt8ndt1AuWRJ/pGz5bVt3bM1Mt/tcSN5sLSs3JPmD9Kl8v+8ir/20qJwiuBuj/wBobqCuUWOTeWDQ/P6bqc9uW/5do2+rVFcRrny1bys8kjNMgjDbg6cjvzzQHwk/lSr922iUf9dKjEhaTy1hjcjqRJwKHAUMQjN7fNTEjVo8RfuSfrwaA+Im2RKctBFn/rpURMMQMiRRZ9mqYRyr9+SN/rHQUP8AEY/+/dBSVgBRh1i/76ofe8e3Yrp6BqhkFvj975eP+ueKT/R+kSL+ooJ5hruiuUa2bK+nIpuA3KwN/wB9Ujyop+WLj13VH9ri/wCeef8AgVAk7E+dv8DL/wACp33u+PrzUEV8jHCRMD70puG/iT+VAN3H/Z2b7slMSzaANsfqcnK0wz/9M2/76qF5T/c/8eNBJZ/er/zzz/u1DJcTQYL+Xg/7NU5J38wP0jC8g7qc0iyj5ljYf7xqXqTcswrcxu5VI+e27IqfZKw+byxWY6HYfK8tX7fvDUsEC7B5/Ld/3hpWC4+cyRfeK7fammN2+8rc1KI4MYVNw796dIW4ESMT6+lOxRW8t0/ib/vmkMhUZ3fmuKsbx/01X/gNN2Rzv96R9vaiwEYQt/y1yT6rR5G3P8frVrYcYbd9ajMY/h+X221JfKUXjTfhVagRFB8ys3/AqseVLvb5F8vs1MlRW+R3VSfRauxlykK43ZUSZ7HdiraTzLwm7P8A10FReXEvH+NRny05f5RWU4XN4VORWLQ+071kd5Gb/eGKkeSWXiWY4/3hUKqrgfKzDtRsC/6u2Y/WudwUjphUlH/hxZt7cedkdh5lKplaLYkMiv8A9dOtSD7MvEsP5Yp/kI7hrNGX2dsVHSxfW61IB5yvjyZefWSpvInUZihZf+BZpr2r+aDOPKxyI+TkVO86rG25ig9Qp/xrOab+E2jJfa0M4wyIfMndoS3aoZZPlzFJK8nb5aum6V418pVl/wBry6pSxNJyzSR/8BxW8bv4kc9SydoshOMfxZqPG7dt3Va2FB824477ageIsd6/L9K0OdqxDsf+L/0Gkx96pCjf5amhP7zUCIXG7+9UX2dW7tVmSJMfM2KixHt+Z1/75NNOxLimRGIJu3DI9aaih/uCpMx78bVKeu2pG8ph8ybv+2dPmYKmmQ+X/eqORKm2Ip+ROvTMZpQGbhkVf+2dK4+RPYpFG/2qiJKctuq9JGE5Zl+hprR+0f8A3zTTJ5CBHOP/ALKlyads5/wWnbPm255/3aBttboYabtNSeVtqN0b+FaErjbsN2ml5/vUwMW/hpOcdKfKyecl+b1qJs+tR0Ucouclz71EfrRgUhQVSViAOf71NJP96lpDWiMLsdFKVkUsWYDtVwSBt22qFSJTAsXLlkHtVOppDuqGgBtXdMOy6z2C1Sq5p3/H3/wE1Mthp2ZvxXKswX1rIv5A15N9aucVnS/6x/8AerOC1NJybWpCkhVxt+aoyYeS8MiA+jcVJ92RP96rHyvvDVbdiErmfJLbSD/XMPqtMxb/APPz/wCO0lxAFf5arVSVgbuTP5Cj5Wkc9vlxVzTJN/mr93vWbU9pJ5Uyn86UldBF2ZteXuI+amHK/e6inDr8v1FQT3Sf3sv7Vz6nW2luMd91CI0r/Jyf0qMYb/WnC+lTfauMWo/GnZkNp7iSRx28fz/PIa6K9cJpZP8A0zrl3ToW+Z91a2oz/wCjBfXArGpHmlE2jL3WzOkcyyfNU0eFGFXj+dVs/vKsJ92tTKJNn86bI22JzQnpUF/LtQLR1KbsiEndsNTL92oR9yL/AHalFMyGJ1es5+staI+7LWc/8dWhMiHUVoaf/wAe8n+/WfWjpn/Hu/8AvVU9iIbj7n/UPUOkf8fH/ADU1z/qHqtpbbblj/smsvss0X8RM1rwhg1ZOwM7Crsr7qq42vURjynRJ3dxLgbrqAf7Aq17VX/5fofpVmt1sYNWYU0nbTS/9386hd/7v50xCyOaTeGG1l+Wod1LmgClPGUkx970NN2cZqa7b562tJ8Oy3gWa/8A3Nqeg/if/ConOMFdlQpyqO0UUNMt5rrclnGzt3I/xrei0VoPJWe2+07v9YUfGytuPyrWLyLSNYYh2H9aATXmTxUpP3dD16eEhFe9qzPuPDNkW/dPIntVGXwvEuP9O2Fm2oHXqa6OEtKcKPqaqXlxNcP9l0n/ALa3B/g/3aiFeptc1nhqO/Kcpf6LPY3Cw484kZGxaa/hvUuqwb/ZGBNdiha3fPms7d2PUmksIY7Sd5IlwZf9Y5zWn1uVtTneCpt6bHDPpV/EcPaTD8KK9BluWmP+jbTjqTRT+uS7IP7Pj/MYlJ2p8kbp99GT6rTfupXsHizIT9yt7Tf+PNfrWM8ZWPPatfTf+PFPqaipqi6PxFqSkzSv1orA6WNpkf3zUtMj+81AXHacf9f/ANdKzL//AF0v++a0LE/PP/v1n3v+sl/3zVL4hXukU6KKK6BBRRRQAUUuOM9qSgCSP7zVbL/PVOPrVrvWU3dkt2MydC0p9KgI+erMp+c1VPrWyVzjLmf3aUoG4VGPmhHtSqeK5bHenrYl3HGPu1YQL/DUA+YVKhCVLVzqpysTlA1MEe009H3d6RhWNn1N20SA81etZWXdt+XNZw/pVtUrOaN6ctTWtnRB8zfManSVlDMvQ9BWbTnuT5exPzrklBt6HeqllqyxNeN5mM59a2NB1AWyzTSPskVfk9yfSuVTqavWJ3Pz9wUqtGMoWFSxD5ibxVfTTWNutxK000khdi/oOBXLiVnf+FPUmtHVr1by/wDl3GKFNif1qqEjY4+b6eXXo4an7KkkzxMXXVTESlF/0jTvLN9Ns7Of7Srvc5OEUdOxBrNlV58OzSSnd161Mk6KBHLLLgdBt6Vq2VnLqyvLaCPy1bDNIoXH4dapJ04+8ZtqtK0PuKmpxf2lqHm20fkx7FGzd3A5qmNNm37FGW9A2a7KPw5Am77S/wBoPHH3R+lXorSKCOUQRqg46VgsUoRUYnW8FKtJzqaNnnXkFSd3UUBF9cVLcv8AvpdvI3n+dV9+442LXp2PCbsxHtzn5CtT2dsPMR5UZyGyAkgFM8pmH/LMVat4/IH3Ub607E3Ozs/EIgjTyLVVkP3jI+QD7Y61Qubi4nnaZpomY/hWVGH2b1ijb0HNWoXfZ+9WPf8A7pqVFR2NfaOW5HLI6/eWJvoxp3kSun3I4if9o01Lc/afO+X2HOKf9p33L2jxR4C53liKsY14/s8WcK+3/aOTSm2kurdfmjtGPoxzVtHjQKv7jA/2qiv7yK1i8zyYpc8feoAaLePy0Rps47iTk/WpBa8fLJKR7SVDy6KfKssHmh7YOU5gjx12Z5qbl8pLLZzbP9HklVu5LdqhT7Qo/fLOj+gYGkAPmnZ5Wwd9xp7lWHzNA2KadykrEYv0bcGWVwGwflHUVXnu1XdJAku/HTgZpZZ4oJE3eR83cLVwYYZ3r/3zTJTb6kUU0rYDSyo23ODtodC//LVs+vmLUkAS3j2fu5vd15pxlt/+eUX/AHzQUr9Ssn23e/mzfJ/Bhl/WnyPLCGMskmz13LVl2heNlR4slf4FyRVa2SC1gaKWbzNxz88ZoGRRzvdReZa+Y2eh46+9PthdKi/bFYt6hhio7m7+zon2WWNhuwVENSm4Lf8AL8v4RCgCefy3jMcsTbT1/eVT+0W33d0nHrJTIJGgTylufN5yvyjNP+2j+Pn/ALZUAM8+LPyu2PTzKje7srIfcbDN2bPNWPttt/E2Mf8ATOqd3dwXDxiK8ji/4DQJq5a+2W+P+Wn/AH0KqGUvKpRl8r+LLDP4Vbe4gb+OL/vmoDJBn5ZY/wDv3QTykmz+7z/wIVDgt93d/wB9U2Xy3TEVzEp9fLpxeT+GW2P/AAGggie3dv7x/wC2lM8qZeF3Y7fvBTpy/HyxOfbNAtnzuby9npzQA+MPv2MrZ6nvQNnmsIk80n72KciMn3VX/v4aliP+xsoAY7sv3kkix2DUy2guZY/Mcsm7ou7tV5Du/wAage5VXYY6evFA1JLcjNvKn+sdnHtJUY22o+US8+jA1KH3/eSP67s1FcOWKxwJHk9W29KC3JdCYea4X5FT6yc0u2XHy+V/30aI41SPH5mkMcefv0DbsBjlb73lt/20qKCOKcnbHtx/GW4pZXKHEXzfyqxzsx9ojHttpGfLzEcdoqJjcpP94014OP8Allin+Q3/AD2j+u2oZIZbfdMlx5hAxt20NNlu0diB5QjpGqK2e4zgVMYg8g3tHtHUbutWgfkXzGXf3+WkJjU4Z1z2+WocUUR4gUfKsX/fVM+0hJUREXnn73H0pDbRNL5nmfht4pJLlrchoFWUD1WsvZo09o15Fxz9pj+RIon/ALxl6U17aN0+Z7b3+cmom1MNw4jX/tn0qMSQ/OY5eCc4KDr7VnySW2hp7SMt9RDBt+6YuOhGcVWiYSvIDt2dCrnj61I80iDETr/3zUkcsmPndUz/ANMa0sc6fYheNMfLtf28ymxxRvu/c429ctU7eW4+Zo29/LqEbohhJlx7rSLauRm3jb7u1MUyRo4Np2cngYp2+V3+dF/3ttMkAXaGG4t0wtBAyQvLHhY5F+tRkPhflk/SnOjK/wAvmY/3qY8Yb7ySUFbDZN3y7kb8aHc/3Wb/AIFSGNf+eTVEBuzuXIPSgSdhxeT+BAD7mlNwf4o//HqikgOPkibP+9UZQLw6c/71JpMV2P2K/LRbvfdSSRFkwo20vzYxikJ4ztplMNhX+D/x6otnP+q/8ep33+V3UzB9HoJExL/ArY70fvV+95lNJZThfM56Uqeb82/c3/AqpMjlGiM5z+8pTu/2qMv/AHf/AB6jn+JWrQzI8U01J+HWniIMPmoCxWzSbqsGJF/gam+Un9xqAZC1Np5RfM2LuqXyB/cp7GfxEIxTsipvLT+JaPLjarJSuV6bU/l8fcph2+lAiGp7ORIJ970eWzfdWg27UAaQuIXHyvVSVwx+T86q+Sad9n3fdqFGxTdwlzxS55NQP0qc9CabHEgm6VSNXH+6Kqt1pogF296OFamVMYximMGnZuN3FIiu33EoUbelXILvdw/3uxqZOw4pNj4LPvcHP+z2q5hVTCLtqPeq/eNOP3awbudaSWxBL80sS/7VPvX/ANUKi/1l2u3sKhuX3yt7Ukrsh+6rCbqsROVFVUTcasbwlU0QtGWGcImW61mTMZMk/WpDJvprdK2jHl3M5SctyxH/AKiKnCoYn/cpU2dwrE1Id+N1U36GrLI3XtVST7tWlYTGVpab/wAe7/71Zi9a2NKH+iv9aJvQiG4XP+peqOn/AOub/cq/c/6h6z7P/Wt/uVMdmU/jRcam/epDSVB0DM/6ZF/uVM/+02BUD/8AH5D/ALlEhOfm6+larYyaswd/wHYVHupjS0nmqwznbTJuPzSxBpX2RDzZD0AqxpulXOrP+6HlQd5D/Suy03SrfTkxbjc/dz1rlrYiNLTdnbQw062uyMvTPDYikFze/PL/AAxdh9a6Jz5oC0BGf6VK5FuPWQ9K8epUlUd5HvUaMaUbRM9hsf5qQlVG6U7I/Wql5qIil8tB59wT096vQWr/ACy3XzT9k7Ch3irslSUnZEUgluI8f8e0HZf4n+tPjTanlwLx2H+NTON3LU8fuk3sPkqOY25LlSSIxf63qe1QSeZI6xJ3/hH9at+XJcEyt+6j9ac4WJPk+RD1P8T07mM43Kfz2w2wqXb+IjpRR1/2fYUVRlynbibd23fk1RPHbv8A62ztpf8Atnj+VZ0F4rSJBBbb5G+6Pu1YAu3JCQQKR1+bdXZy2IU7kj6ZpMoYPYBc/wBxyKsW2j2EEXl2vmwjOezdfrVZIblj89yqeoRBUd3KkGTb3jTuvEme1F59JEtRtrEnn0RHO/7YwPuorOutNS35+3RfjT7CO2uVl+2SSNKq7uG6j2q7aQWm1SluuTyN/X9a055R3ZKpQqJWSMiBYG3Rt5jTH7jD7n41VA2u4bqGNdU98yI4s/L8wdMrWNfWokTzoPvj7wFaxq3dmrHPKhyq6ZmWX3rj/fqldfff/fNTW0m15/8AfqpeSfMf96ulI4SvRUe6jdXQBJRUe6jdQBJRUe6ngFqAJo9mw7t2/t6UkkpX+Gog6rVn7PcTv5iQlx/u1DZk3zbFe5gREhkW4jkMv3kHVPrVUp1FTSJIp+aHb/wGq8jyf3GH/ATVJ3Odpokt33Zj9elPT5TVQF85UNkf7Jq5uEo34ZW7jaazktTohNWsyVKkj+Z8VWjJVv4v++TT/N/u1kdCZqLaMqbl2n6UOm7+HaapwT7aneUtzuoNW7kqhVT73zCkTOfvYqv5lL5lQ43NFUstjRyMfMaQyrj5SazvMpfNqPZeZbrtlup55jbQHa213qkk6p80vQdqekD6kkrOyxMEzEh7ip5VfXYftG0+XcZa/eapQP3jGs2Dy2b51qwkUO5vkrraszyYSLXlhp/+A11XhqWG10m8kuJo7dPNHLtjtXFiGHzMbP4a6fw3BbLbzym3jMqyAKXXOPpmubEWdM9DBN+227m1/a0t3PINGs3uE4/fzfu4/wBeTTP7HkuA51a+eYfL+5g/dx9+vc1YN6WeZ+/GKPtW23lb/aX+teZdx2VvzPdUVP43f8jgpU8uSSNF+RXIAp3zL1TrT593myH5c5PFQSXMsY+dVx2r6JPQ+NnuyzG4b/Vo3Hfdipoo335fd7fvBVaLLorNB1pI7Rlk3Om/HRd1Mg2oy237sn/fwUfaOdi+Yr9vmqtE+wb5YVQ1bS4klGU2oPegBkaz+ZveSR0/u0oa3kj3uMDtvjqXfNj/AI+V/wC+aq5nU/fippFqVgllgxiJ4F9zAaqRxlDvVo7t/wC6FNTwX9xLevav5eB/GKuESf8APyv/AHzUFJN7EMaxsf3r20OOo21J5Vv0+1Qf981EQR/y1if3K81Qu7+W1kjWJLZ/Mb5R3o5mbqKRtR2q7PkvI9o9I6pfb0a48lJY2HaQr1+lRfabhf47RaQGb/nraL/uLSTsDiuhclO0YnlhXPbZzTYrhokWNL5dg6fuKpSFreTzftarJ+eamt9YMpPmqsC9i7c/lT5mQ7dC7Hcuxx9s3n+75eKke6bnftA75Ws99RDfc1GIf8BqublpRhtTjweoCii5d29i9EbW3kaS3Oxj1NTfbePluKx7u+ktTEqXHmZ+8SowKmEjTjel2uD6KDTbsJeTJkvnluJg15iMY2naMfSnm5CnH25c+m0VU2PsZGuFx/uilSUQDCSQfUrzQncpuxJJBFLKkrXH7xeh471Sku5PtnkoZHjDBTIO1SR6kruQ/lKOx21Kbot/qLiKP1IWmZuSZI0X/T0//fIqvLaRM6SS3UmV+63FMkldxiW8QimIUij2RXe5euHXcKQXgXjcw/8AP7H/AN8ih7lcZ+0xH/gNUxcNjKS2i/WOo0jl895YriAFvvALxUp2L17hk3Y/fzxqPaPnPpU0aBBj7XuHvHVeR5vM8uXy8no23H61N5snTEf/AH1VmY4+X/z2X/v3TUcN92dcf7tNl3ygBtqj2qVJyiYRF47Urk3F+1RKilm60ov4P4pVWmJcyP8AcWPjrmkuBc3Efl/u1B9KBtyXUsC6gf7k26mfatpyu5v9rbmmxtdIirGkCgdKSW/mt0zOY8dgM0m2NSt1Jf7RH/PVh/2zpRef9PS/981XS7kf70PXv2p6OV/u+521Jqr9RL2f7QhjNwuzrgURXBldY1T5R/E68VJ5rY/hqP7VN/AUGP8AZqlcTai7sueVH1+X67ah8lPMMvntz0+XPFUZN84/ezt9O1SnUPsoUeZk9lFNpsjni9y0PLUs7uzHsRHiq8V5uuXj2yLH/CfL5p8WoXEqZ2x4pxurhv8Anmvv3oTB8q6kbzKx+SRuOuY6j8sPJuL7j/1zNOhLwRuFePnmiDUfPOMYNMV1a7FleSDHz/Ke+3pUgni7y1G88rH7sdRzh5xh/LX3C0hN2LEgglTY7/IaSKOGJNtvOrd+eah3vjG2OqvntcZXZGm3v3qZalRkXPPkaXy0ePH96pdh/wCe8f8A3zVHzG/uxf8AfNCb1n83dHx0XtWTRsnYuSq6jKSr71Bz1eZahub+aDny1cevvSNLNOnzeVtP40rC06CGV/7/AB/sLmoJ5yyN83P+7Tv3i/dER/4DioZLuWIqPLjyaLEttbsfGY/LG+aRn79aT93/AAszf8CpDPdMP9XGtQRiRN33eeaRaaH/ADfNu8z2NNfC/wB4Ux5X53fLTDvx8tAhS65+/JTdit/EzVGQ+VNSfP8A7NAD/wCH5t1RnZ/F5lI5Kj3qHz2/3fSgB2+Ff4WpjlcfugymnOC4pgLp90/hTFr0FDj+KJt9OyP+eLUxpJF7K1EcrOcd6AbsOHlt/BRhVphXccqdpp//AAKmJtroP4/vUmD/AH2o2+9N809GNNOwuYbInHyyyZpEjbb8zNT8n1pN/bNUnczsugeWG/ian+WPWSofM20eYf71UlcluxL5cineyM6UfN5bSeVIqhsEj1pnmnpuam7/APakqzIlR94+TzaaY3znYzfWo8d18xaTnpvfNA27kqDzPuJ+bUpty3ZV/wCBVAAerbvqKX5f4vMpN2Glcd9ldf8Anm1O8of7tReZH/00amGf+7upkhOnHy96k/5ZKe22qxc0gcqMK3HpUN3NUrCOfyqqxqwfmpPLWqRkVsbquEcL/u0scRb7nzGrsenPKPmk2+xqXNLc0VOT2Mym1r/2Mf4pFqM6SP8AnstJVodynQqdjNErr0bj0NOF5IvG1akmsdhwsiv6+1QfZz/E+Kp8rIfNHcminOWbYxzUbybfvLtJp0SeUf8AWZ9qbJH5r7/MpDabGee1M3nvzUyWjucZp/2HcMrNu9ttPmQlCT2Ftg9xxEnPpWj/AGNfbM/Z61fCVtFLp9xFcIvFwBnuM1uXmkeTbGWzmV9oztk5/WuGrjOSbgelRwPtKakedOdj+W3yleoNO3mu1ufDzXh/07yMjvH8tY954dht2+WTHzY+9VRxNOXUieEqwV2jFBLVDPHtGa2ToaROQ10uR1G6ov7MhbcHufm7DaTn8a1VWD6mHspmKnWtfSv+PZvqaSOK2iQHY0sh/v8ACj8KfaH5ZB6PTk7oiMOViXf+oes2y/17f7laF0f9Hesyw/4+f+AmnHZikrSLhoApX+8KQGkbjLn93dxH/plVSeTd935asaif38B/6ZVBGPPkEe/ZnqaIuyMp/GyuiPPIscCtLI3RR1rsdI8HJEBNrHzv2hHT8TT9EW3065xaS2xhKfNI7fvM11KCJ+Q2/wCjZry8Xi3T91Hs4LAxq+9LXyIViLkJGmyIdAKk2BaWa5TT4jLLuWMdagfVrJbRZXl/dt91e5/CvJ9rKW0W0e8qMKatKSTEv7+HTolln+6WwoHc1lx61PqhNvY2eJP75bOKikMniS6VHIhsoukQ+99TXQWtpDYxCKBNi+1bznCikpL3jlp06uJk+R+6VLDSYtPJ2r++P3pP6CtM2g/2vwpfM29W3fWjzP7rbfevNlWnN3Z68MNTpx5UhgjhU/xE/Wq95t2KZziIdB3P0p9zeC3Tn965/wBWo6uarQxM0nnTNmXsOyfSt6ei5mclWzfLEf8AdUSXC7P7kXp9aoyIZ5Cxarbwu7MWNReU38VdUZxtoc0oSvqhjCNABjJ9aKa67m45oqiCTULuWK8WZ5WaKT7h/uH0retHiitv9FG3zOT83eueuEWVGhkPB5U+hqvpepPbStbXPavXlFyieNGapz9Toby7kKb4OLiP730qS3ljubbDquTw1UJpON69RVNLzyjuX7h+8KhRUlY0dTllqMu45tMuvMjb5B901tpdrqNqLmL/AF0fEg/rVKWeO6jw9YkVxJpN7kfNGeo9RVr3/UyuqXodR9oHyt2NMkl8h/Y1nPcR7fMT5reTn6UPcbvvVPKbN2IbqMQzGROknWsO5k/eOPetgyDG1m47Giz0SPVJpDLc+UR1FdUZqK1OCpTcndHPZqQbm+6u6u9t/COmIPmLSf8AAqvx6Dp0X3Ij/wB9UPERfQToyZ59Bpd5cf6i2d/+A1qQeFNRn/5ZYrtxpsS9Gf8A7+U/7MvrJ/33WTxDewKgnuzm7fwNJ/y9T7faMZrdsvCOmWu15EkmlH/PRuPyqx9nX+/J/wB908RBe8n/AH1XPKrNrc3jTgnsXY7aBOFhhX/tmKvIJf4dq/8AbMVhSech3wS/VXbrVWXXYIA3n3nlN3Cc1nySkbc6idiiH+OVf+/a1J8mP4fr5a15ld+JA6Ys/PlP992wP0qsms6j5Tb7yReDwnFaLDyF9Yitj1WSe2txm4liQerqorMuPF2kW4/dJ9sP/TOEY/OvPjPvUGX5z/t81BLebR/KrjQXVmUsS3sjsbjxxcYb7Hp1tb+jPgmuD8W3TXV9bzS7fMlhy2xcDr7VMk5fj71YnieYpeQBv4YBXVCEYvQ5qlSTjdlQMVNPFwy1mi+NL9r/ANmteVmKqRZqCc08SVk/bH/u08TzP/hUWZSqLqac0q4z27iq8c7NJmNGfA5PtSWYRpk+2Qs8P8WOtdD9sVrWEW8arNGpRi8fDp7iolJxaSVzaEFO8nKxhb53dHROV5A68100erPLBKktpGomQKw44I7iszzAvCxflmkzxny9o9eaUoRn8SNKVapTvysgOnyr9yeL8afDaT7/AL8TE9g2a1rSyik5l+bBxir0bxJCwUKCJDj8DSlXtsEMInqzn5oZ7W52XS4JQMPoa2tEuNttMPWX+lY3iKc3GooUkZP3OP1qKyj82FvtE8jxb/uDgfjiiV50wg/ZVnGOtjorjW4IjLHE7TTf3IuT+J6CoZ7vUJ7dRLKthCcfLH80hx79BVSJ44IzHAqxJu6Cobq+jMe1n5qFTWyRvKs2ryY3bGowvmH69aikxj5PNz6VXFyVFI947bgp25716J4T1Jswxf8AH08u703VPFLaf9Nc1npAeu3zc9y1WY55Yhjyl/SgCe4kR8LAzIv8R2kmry3aoihS3HqtZv22b+4v/fVD3kjptfgezUAWftUk9xv6xA9Eqcywf8+7NWK2pi3Ty06ipBcXO3Pmbc07CubAeFufLaof7Tj8/wAlLdjJWb5s/wDz3/lUIjZXZ1ufnbqaLBc0nilnfdcRSMh/hRsCneXDsz9hxVET3Kj5bn/x2o5Ly6ygV1yzdak0UzVEkMXP2TaPzpEu/tCbrWBce/eqr/MPnlY+tJGRENsTyKB2ptE8xbM1xn/j2/8AIgp3my/8+3P+8Kp+af8Anu36VHPctFGzJNuxzikCVyQQSyyiWeJY4xyV47VbinguslYY8bsZ21mR3H2qDEs23cPmFTp8iBIpVCjpikWawiTb9yOqs2WGESPHqOtZ8t08QbE24DsOtRxXbyx7/OxntTEpWNPfIo+aJW/4FUaXgd/LWHkdapefJ/z1X67aQEr86uuTQym0zQ81v+eNV7kSO6FY9oFQ/aZP4n4oM7/3qGORZNw//PuzUw3pT70LVRF7N5vlttzU5y+wu/3TkAUWM7lhL1H48pv++aUYbaVTeg4xuwag82T+Cb/x2oQ8qZ2yrz1+WmVzl4mJR/x7NVZ5Hf7sLRY9PX3pvmT/APPVT/wGkJn/AL6/980iXNvcnxH/AMtY5M+obikMlqvLwyAVD++X/lr/AOO0kiSSjDP70CbHxNtnxsk8rsD2q1iH+83/AH0arBnULzn/AIFUfP8AdqkriJJjukSNNyx55fcatbImGJfnHu1QgPn5VWmRXflXHyrG7x84PIpJXGtC8DB/Du+nNMd4lOF6+nNVXlLFj93vUSSSROSkW8n1anyj5iaRJXdRvk8vuKvG5j/ihb/vms438/8Az7/k1TQXplOzYyEdc0mhJlxLmJuNjL/wGk8236/KfU7ahYt/D5dVRbsowpWpNE7FuWeBd3lJ16tt4zRb3cGz96q59ag+1vbjy8RgdqT7Q9wjBPLApg3cuG7tm+7t/wC+ab5sa9tv/Aar8qPv1DI5/v0AnYnkuE/hbBpvnx/xPtqv5rL975qh+6coFai4+Yu+Zbt/GzGm/ufwqjJvlHzfLjpilSQoirhjis2rlp2Lkkash8pmR+1U4csPnlbI4Ip32v8A3v8AvmmC9DH5d2f92lsIsfumGNyt9akD8ff47AVSeQP/AANn1qMNIqHv/dqSm7l2d2xvSXn0qIgPw0u81VidMN5v3/elL2/91aCScn/po3/fVQGX94EV2x/vUnnxelRSOrphE2nt8tBTdyyUX/a5/wBqguKpq/8AfSn+anpQCdiRnH+FRiRcfMeab5it/B/47Ru/2aVy0rD/AJW/iph8qozKFqB3G/PX2pDJyY1Py8j0pd0dQ+etH2paBJWLOVxSEIw9/Wq3mlv4KjR5F+6rYoGWMH/69PHT5hTPNP8AcagycfNTuJKw8ui0nmx1XJSkP+zQQ1YnaSPHytzUPmCneav9ykMq1SdibCedTfMWlzuozT5iXG4vmijzqjao93tVc1yOUupeuqGNT+7b7wqPzN/1qtvT+7S5H8NVe4mrFlJNn3WppnZv4t1Q+YtHmLUlpWHmQ0zdTSabTsTzEm6jdUdJmiwcxLupQajzTs0WDmL1g+2cf7tacb7ovzrEtH/ffgauxS7Yaxnqzop6RJkfaX2/3ql81WLb0X5e9VA3L/739Kbu+eX8P5VLVzbcsShHjb98q+xWqT206/wbvpU0h+59RSo5Qnb60K6M5JSKeyT/AJ4tTxbTf88qs/bXU42rTX1M/wBxaLy6IThTXUYlvNj7iofU81NsH8T0z+0/7yLUL6puGPKWmud9B3guptaBL5H2hW73A/QV01xfp9hlVe6H+VcHZZnBMTtC/m8EfSrs8l6ituMUvynnpXDWoKc07npYfEOFK1jrGvwwx3XHH4Vi3k+9l56Ov86zvt11jLQfw9Q1VpL6Rjjy2X5hShQcXoOtiFOJo3h/0y4P+2aph/8ASF/Gomu5WZz5DZJ5qqksvmKdnPNdMItHHUkm9B7vtRP92ksZPll/3qgLtgbv7tNs3/dv/vV0dDkbu0Wbw/uHrOsD+/8A+A1avH/cPVG0P75v92qj8JEviNFzzTc1EZKTzKk15hJLsLeIdiv5a4Ifkc1fsbO1n5a7VJPT/wDXWM53XDVOEDfw0pptWTCEkpXaubh0CbO6IxTg9v8A9VVZ9Pu7P5vIeL/ajkrNQEco7J9Kl33HX7TKfq1YqNS+sl9x1uVFr4Wvnf8AQf8A2hfLGVjuLnHdTzUllqs9u+5vLcnqJY/84qzb6vfW33fJce8YqKfUry6lzKkbxf8APNFxxUe89HFW9f8AgD9xa87v6f8ABNW38SKkhZ7CEs33nibBNaUHjC2E5SWKSKHbw3U59MVzyPpbpiSKSE/3gv8AUVWn+wMcWUs31auSeHpVX70Gjvp4qvQiuScWvlf8jsofEVtqEbYkWBm4QScn64qG41KOxs3RZo5btlwhrlP7IuZUyk0Te3eoP7G1CIsWtmI9qmODop6S07FzzDEtXcNe+v6HYWMrB4UmeSWeVM+b1H09q2g5UYrzIvd2v/PzD+dSx69exfcuz9Hoq4B1NYsmhmUKWk4s9FLNVXzF5Cn6+tcaniu/U/OkE36Uq+JPK37bQpNJ3EmRXOsvqxO15nh5O60+X/DnTXWoRW5AlbmiuRTUI5JHlu0lLt/d6UV2rC2VrHlyxjm+ZHZyybhWbe/OFmj/ANbH19xUP2raaDKN2V6V2qNmccnzGhY6j5kWzdz2pjyc5XrWO5+yy7k/1Zqybjcu9fxp8quTzu1i7Hc7Djt2p0xWdMNWY8v5d6VJuzU2ri5tLMt2d+bcm3n/ANWev+NWDJsON3HY1jS/Pyv3xT7a78xPKkP0ocVuQp2dmaby7uKj8/dxnn1qkZz0brTfOoSsXzDpby7gfCzyL/wKhNXvv+fyX/vqopCJUw34VnOSpxW0Wmcc04s1f7W1DP8Ax+S/99Uo13UIuVupN/8AvVlB6aXq0l2M1OS2Z0aeMdRUfM6sfWoZfFOpy/8AL0U/3KwN1G6lyR7Bzy7nWXGtXM8cJeZt5TlveqZn3csd596z942Q/wC5TfN/vVFjdyb3NeC4djhW2D1qeW4/dKFkxvbbk+nesYXHZfyFWRYXV1sLHyUHTf8A4UmhptbGucwIdkm6Mfwyf41TfUR02tnsBzUqaYrf8fUzS+3atCGK3tx+6jqL2Lab3M6D7bLyn7kVNLphuipnLSlVxn2rREn91ttO+9941PMW4pmX/wAI9bN94MPyqQeFbRu7VqIFWmvdwRfekz7UOUu4uSHYpDwhat/y2k/75p6+DLb/AJ7tUx12BPvHaPU1DP4kCbfIj83LYyeBSTqDaprclTwhH/DcyrSS6BZW+BPqkquTgKmCazbjVry5DeZPsT+6nAqoJfLKFez5zVWl1ZLlDoiS0uFi1OSL5pArMFL+1WLmf921YEE/+nufUtV+4n/dmiS94ulP92bCXG2PG7q/P6Un2zaZvQOcfnWT9o6+zVXa8VNwLZOc8VHs7nQ63KtSTVZW+0IV/uUlnemOIhkZiWyBVSa6MrZb6YqLeldUYe7ZnlyqPnckXZ9QnZsb9n+yn+NEQZU/h3epqiHh9KlzF/darSSM3Jy3L2H/AOetNKc7nl3YqlmKl8yP/LUyS+Lhn+4/H948VIkioMb93uazGK/w/nT0dcfezQUX3uUj/iz7VEknm/635UHaq3mCkLrQBcd7df4I/rQJY/7y/wDfVU98dVo/9fvlXigDV82Ff4lqKW7jXCRBS9Q+dH/s03zYv9mkBfjwsXmS8jPJ7fSl8+D+7uqkbgY27vl64qPzlpiZfe5t/Rqq+azyfJuRaj+1L60v2ketAXNBJI1Hy07zkrMe62qdp57U+OVVRfm7VLNIl15YsNuEbe1Z6yFpf+eYbqO2Km89P9mj7Qv+zSuNq5c8+H/Zpj3EDcfL7VmTujkeV9/uRVY7FP7/AK/pVmZqmSD/AGaijkj81xu+Tt81Ug8X+zTsxt/CtIE7F8mD+9t/4FTPNg/56/8Aj1USifw9aIvL5DKrH1pgX08rOd9T7j/faspwvVeKbHMM/vOhpCsX3uX3/IzYHFLHK7cb6q/JS/u6Bl/L/wDPTd9advn/AIWjqgCtAK0CsWPPm83b5q5HU7al3T/346zzceVJs/gNSZ/26Blh55YnA+ViatCSXHVcVmDrlX596a93Ihxu3H/douBqF7hh8rxr70kaSxfcaOqfnz/3lpfNl/vqKYFz7XLltu0+uKPtVx6R/wDfVUU3KuFeneY/95aANCO6uIw4Xy/mXB/+tUYkkQk4+91qmJ3YsF25HWgmb+Fo/wDvmgadiybufzPLVlJ9KmElz/F5dZ0UckTlt65PWphI396peha1LEkU0py7rntTEgnT7ky00ytiqwvZGOFX8aYm7E73MqHDPnFAnkYZb8BVcgtu3fMTQQ/9/j/dpkD3eST71PR3/iNVyZFGdytQPMYZ+WgC08u3+Nah+0t6rUXz7927nvS7n/2aVi+YkNw/8W2ofN/e72+f5ainc/xU1JWUY27qlqxSdy59pP8ACjUn2h2/gqsbl/7tH2s/3adhc6LH2v8AvJSfaVbts96qm5LdqieXemKjlG5l77UF/i3Uz7UP9qqST7Rij7QKOUXOWXnGPl60kUmwndUHnCiOTbUtWNE29y75w/2qYZv/ANdQ/aB+NN+0LUGqdxTcDNHmr61HJKrjFRxybeO1BkTGUUjuWGF/Gm+aKQS7qCkrk4u/7x2077SP9qqzkMKak5UYxRZMOaRb+0lv4WqMuzD7lRi4P8KUeY392lZIu6W5KNy/epvNReefSk80/wANMn4SxzTTTPNH92ozL7UEaEnmFR8y0vniofOppkDdqoCx9o9qTzRUAf8AKl80UEk3mD+7UZ9Vpvmil86mnYTVx3mH+KguKh84UGStCG7kqsV96dv9qrl91LuarJJvMPpSOS1M3N/dpvmN6UrAG+l3005bmm0WFctW7fvqsI/yVnZpUnKcdqiUbs2jNRNISct9aUScy/7w/lVFblWqTf8AM9Z2aNVO5YeT7v8AvU4Sfe/3qrPJ9360eZ96lYfMOeT94ajd6id/naonersRclJNRbqaXpmauxlzGzpT7VP+/V6ebKN7rWJZylI22/36sPcBz96uaULyudlOpywsavm/Iv0FV7iTg+tQGRcfeqGSUNxURjZ3NJSuX3k61T3/AL386Y8vztUPnjfnNaJGLdhzv8g/3aitX+Vv96oTJx/wGmwHhq1toYMtzv8AunqlEfn/AOA1JK/7s1DGeapKxEnaxY8ym7qizSbqdg5hxP72pBKyt92qxPNWA9RIpO5MJxT1kHrUORRhag1TsWN9O3VVx/dal+f+9SHzFrfTsiqfmP6bqTzP9lqTVxqS6lnC/wAPH0qZLyeL/VXMi/8AAs1T3r60vmChpMpS7M0xrV8v3nWQe61DJfLLzPZxse5FUt1NJqVCK2RbnN7sllNmw/49mQ1AsFuP+WzxPSk0w4q1oc9/ItJbcfJdofrRWa3B4oq+UfOdC89Klx2rP8/cPem+dUhzmm0oceW34VDHcFCUaqvn/nSSSbxuXqOtAmy2Zdhz2pfN/wDrVnpPuFN83bV2Hzmp5/51DIfm3pVPzqd51JqwnK5eSfzR/tjpSfaKzDJtOVqTzd4z3quUmM2X/Oonw4z3rO8ypRPUtWKcriF+ab5lMlO7lah31snc5mrMs76cH3VU30vmUyTcgiaVEO+NBju1Wo7S1XmWTzT6bsCua8ym76z5PM15/I7WO7t4B8nloPakfWIV/wCWm76Vxe+jzT60vZlOs+iO3TVInGVdR9aVdXh/jl/KuI8yjzKXskHtpHeJq9u3/LSn/wBoRqM71A9a4HzKspcIyIN3Io9mkNVX1OputbibhCz+uKqfbC/3VrF80U8Xe0Yo5bApuRrZGcv85/SlkuOFHuKzftH+1TPPD7Ru96kdzTNxTEudjK/3sHoayDd7WYflTTeVfKRzlq3l/wBOY+5qW4vEAx96snzqb5lVypu5Km0rI0jePJ95vwFM88VTDil86qSSIbbLn2gUn2kVT86mGTmmIuG4Lfebj0p4lX+JqpArTvMX1oAvfaB60hux0XmqXmCjzhQBZ8zdzJ+VSi5Ws4ybj8vFOyPWgC/9qFH2hfSs7A/vU7K0DL/2haDdbfujmqG8UnmCgLluCVcsW61L56/7NZofnNO8wUBcveYn+zR50XotUfMFHmCgLl0yx4/hp63CMF+7ms/zBURfmgLmt56f3qXz0/v1n+YvrTvOFAXLTSRetQPIruoj+WmeYKPMFAFoeWtO8xezVT8yofM+fFAXNDev96o/NXzsdu9VNy07K+lAF7cn+zRlPSqO8U2R/loC5f3J/s1AjpnDVCJOKN4oEW8x0F1UVS3LSHbigC+HGKGn27fes6N6k+WgDQ8xf7u6jzF9FrO3D1al3/7VAGh5o9KA6rzWeZdvel8xnWgDQFyWo+0NVDc1G5qAL/nv/eo8+T1Ws/z/AJqfvNAFoOyHdu5qxHcM1Ze5qekhUUDNXzm/vUec396s3zzR9ob60BcvSPLJxvXFMQyJ/daqf2o+lH2g+lAXLj3Eict0oWeRh95aoSSFxiniU4+agLl0ySMOq0iSSIMfK1Ujcbf4aBcbv4aAuXvPf+6v/fVN+0tnGyqnnUzzzk/L1oAuSOZRhqPMOMYqn9oP92m/aP8AZagRbMjelMaWoPtVN8xt+V6UATGWmiUrUfmletKZKAJfOpPMH96oN9RyHlaALfmD+9TfNC96r5ozSGPMnzqam8xarb6ZuqWrlJ2Lu5abvWqRegEVPKVzFvctJHN2qruFG4Ucocxd84f3qYX7qfwqruFITRyj5y954o84VWWWl31BdycyBhUG80b6Z5lUhE2+meYaZuphPNNITdibe1G41H51HnVRCdiTcaN5qPzBTd9AN3Jt5o8yod9GaZJN5lN31HmjNAD91O3VFmjNAEu6jdUGaM07isT7zRuqLNGaYD959KN9R7qN1Ah+aUSsPu1HRzQBP9oLfep6SD1qrzRU8qLUmicvy1MJqPJpv40WByuS5ozUX40fjTJuXLV/vf71TvIG/I1nxyeXU/mVlJam8JWRZ/dt/DUJC0zzKaz1IExCUzhWqDzKQvzVcom7Epfimwv96oS/FCGtEZt3JpH+RqhjPNI5yOaah5pksl3CjcKZmjNMLjm60ilqTNKDSY73H+b/ALNKJ1ptNOKlGjbRZWZf71P8yqfFN/3anlDnL2+lzVAO396neY1LkDn8i5TMCoPNNJ51PlKUrk+33p25v71Q+eKXzR/eqbMCTc1Iz/7NR7vajd7UCGk0UmaKoLj3l5ytL51Vs02tLGNy351Hn7arUmT60WC5YaXaflo83dUFFAXLPm03zarUUBct+dTRLtNQU2gC0Zad51U6KAuW/Opheq9OoAk30b6hopiJt9G+oaKAJt9G+oaKAJt9G+oaKAJvMp6SVWp1AFwT03zqqZPrS0hlz7R/dpPOPrVSm0xFvzaTzKq06gCx5lN8yq9FAFnzBS+ZVWigC15lL5lVKKALPnUvmVVp1AFnzKTzKrZPrS0AWfMpPMqrRQBY3UbxVeigCXfT91VhS0AWd49KN9VqKALPmCk3VXooAs7x6Um8VXooAs76XzKq0UAWPMo8yq9FAFrzKbuqvRQBY3im76hooAsbxRuqvRQBNvp2/wB6r0UAWN/vSbz61BRQBPml3+9V6KAJvMNO3n+9VeigCbJqTzmqrRQBZ880efVaigC15nOaXzqqUUAW/Oo82qlFAFvzaXz6qZPrRk+tAFrzaPNqrk+tGT60AWvNo82quT60tAFlpaQS1Vp1AFnzhR5wqpRQBZ86jzqrUUAWN/NL51VqKALJkpu8+tRU2gCfPvSbhUNFAE2+jfUNFAE24UmaiooAl3CjNRUUAS5o3CoqKAJt4o3ioaKmwD80b6ZRTsO4/fT93tUNFFgJt3tRu9qhopWETbvamZplFOwybd7Um+oqKLCJd9G+oqKLAS76N9RUUwJd9G+oqKAJd9G+oqKAH76N9MooAfmjNMooAfmjNMooAfmjNMooAfmk3U2igB26jdTaKAHbqN1NooAf5lHmUyigB+40mf8AaptFADt1G6m0UAOJoBptFADt1G6m0UAO3UuaZRQA7dS5plFAxc0tNopBcdupc0yigQ6im0Uyrjt1G6m0UEjt1G6m0UAOyaKbRQB//9k=\n", "text/plain": [ "" ] }, "metadata": { "image/jpeg": { "width": 450 } }, "output_type": "display_data" }, { "data": { "text/html": [ "\"Welcome, Harry, to Diagon Alley\"" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "-- Rubeus Hagrid" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Source: http://img3.wikia.nocookie.net/__cb20140714004320/harrypotter/images/8/84/PottermoreDiagonAlley1.jpg\n", "display(Image('images/PottermoreDiagonAlley1.jpg', width=450))\n", "display(HTML('\"Welcome, Harry, to Diagon Alley\"'))\n", "display(HTML('-- Rubeus Hagrid'))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Today we consider an important factorization of a square matrix. \n", "\n", "This factorization uses eigenvalues and eigenvectors, and makes many problems substantially easier.\n", "\n", "Furthermore, it gives fundamental insight into the properties of a matrix." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Given a square matrix $A$, the factorization of $A$ is of the form \n", "\n", "$$A = PDP^{-1}$$\n", "\n", "where $D$ is a __diagonal__ matrix." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Recall from last lecture, that the above equation means that $A$ and $D$ are __similar__ matrices.\n", "\n", "So this factorization amounts to finding a $P$ that allows us to make $A$ similar to a __diagonal__ matrix." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "This factorization allows us to \n", "* represent $A$ in a form that exposes the properties of $A$, \n", "* represent $A^k$ in an easy to use form, and\n", "* compute $A^k$ quickly for large values of $k$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Let's look at an example to show why this factorization is so important." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Powers of a Diagonal Matrix\n", "\n", "Consider taking the powers of a diagonal matrix. \n", "\n", "For example, $D = \\begin{bmatrix}5&0\\\\0&3\\end{bmatrix}.$ " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Then note that $D^2 = \\begin{bmatrix}5&0\\\\0&3\\end{bmatrix}\\begin{bmatrix}5&0\\\\0&3\\end{bmatrix} = \\begin{bmatrix}5^2&0\\\\0&3^2\\end{bmatrix},$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "And $D^3 = DD^2 = \\begin{bmatrix}5&0\\\\0&3\\end{bmatrix}\\begin{bmatrix}5^2&0\\\\0&3^2\\end{bmatrix} = \\begin{bmatrix}5^3&0\\\\0&3^3\\end{bmatrix}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "So in general,\n", "\n", "$$ D^k = \\begin{bmatrix}5^k&0\\\\0&3^k\\end{bmatrix} \\;\\;\\;\\mbox{for}\\;k\\geq1.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Extending to a general matrix $A$\n", "\n", "Now, consider if $A$ is __similar__ to a diagonal matrix. \n", "\n", "For example, let $A = PDP^{-1}$ for some invertible $P$ and diagonal $D$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Then, $A^k$ is also easy to compute. " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Example.__ \n", "\n", "Let $A = \\begin{bmatrix}7&2\\\\-4&1\\end{bmatrix}.$ \n", "\n", "Find a formula for $A^k,$ given that $A = PDP^{-1},$ where\n", "\n", "$$P = \\begin{bmatrix}1&1\\\\-1&-2\\end{bmatrix}\\;\\mbox{and}\\;D = \\begin{bmatrix}5&0\\\\0&3\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Solution.__ \n", "\n", "The standard formula for the inverse of a $2\\times 2$ matrix yields\n", "\n", "$$P^{-1} = \\begin{bmatrix}2&1\\\\-1&-1\\end{bmatrix}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Then, by associativity of matrix multiplication,\n", "\n", "$$A^2 = (PDP^{-1})(PDP^{-1}) $$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "$$= PD(P^{-1}P)DP^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "$$ = PDDP^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "$$ = PD^2P^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "$$ = \\begin{bmatrix}1&1\\\\-1&-2\\end{bmatrix}\\begin{bmatrix}5^2&0\\\\0&3^2\\end{bmatrix}\\begin{bmatrix}2&1\\\\-1&-1\\end{bmatrix}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "So in general, for $k\\geq 1,$\n", "\n", "$$A^k = PD^kP^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "$$=\\begin{bmatrix}1&1\\\\-1&-2\\end{bmatrix}\\begin{bmatrix}5^k&0\\\\0&3^k\\end{bmatrix}\\begin{bmatrix}2&1\\\\-1&-1\\end{bmatrix}$$" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true, "slideshow": { "slide_type": "fragment" } }, "source": [ "$$=\\begin{bmatrix}2\\cdot5^k-3^k&5^k-3^k\\\\2\\cdot3^k-2\\cdot5^k&2\\cdot3^k-5^k\\end{bmatrix}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Now, it is important to understand:\n", "\n", "
This factorization may not always be possible.
" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Hence, we have a definition:\n", "\n", "A square matrix $A$ is said to be __diagonalizable__ if $A$ is similar to a diagonal matrix." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "That is, if we can find some invertible $P$ such that\n", "\n", "$$A = PDP^{-1}$$ \n", "\n", "and $D$ is a diagonal matrix." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" } }, "source": [ "``` {toggle}\n", "Question Time! Q18.1\n", "```" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Diagonalization Requires Eigenvectors and Eigenvalues\n", "\n", "Next we will show that to diagonalize a matrix, one __must__ use the eigenvectors and eigenvalues of $A$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Theorem.__ (The Diagonalization Theorem)\n", "\n", "An $n\\times n$ matrix $A$ is diagonalizable if and only if $A$ has $n$ __linearly independent__ eigenvectors." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "In fact, \n", "\n", "$$A = PDP^{-1},$$ \n", "\n", "with $D$ a diagonal matrix, \n", "\n", "__if and only if__ the columns of $P$ are $n$ linearly independent eigenvectors of $A.$ " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "In this case, the __diagonal entries of $D$ are eigenvalues__ of $A$ that correspond, respectively, to the eigenvectors in $P$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ " In other words, $A$ is diagonalizable if and only if there are enough eigenvectors to form a basis of $\\mathbb{R}^n$. \n", " \n", "We call such a basis an __eigenvector basis__ or an __eigenbasis__ of $\\mathbb{R}^n$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Proof.__\n", "\n", "First, we prove the \"only if\" part: if $A$ is diagonalizable, it has $n$ linearly independent eigenvectors." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Observe that if $P$ is any $n\\times n$ matrix with columns $\\mathbf{v}_1,\\dots,\\mathbf{v}_n,$ then\n", "\n", "$$AP = A[\\mathbf{v}_1\\;\\mathbf{v}_2\\;\\cdots\\;\\mathbf{v}_n] = [A\\mathbf{v}_1\\;A\\mathbf{v}_2\\;\\cdots\\;A\\mathbf{v}_n]$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "next, note if $D$ is any diagonal matrix with diagonal entries $\\lambda_1,\\dots,\\lambda_n,$\n", "\n", "$$PD = P\\begin{bmatrix}\\lambda_1&0&\\cdots&0\\\\0&\\lambda_2&\\cdots&0\\\\\\vdots&\\vdots&\\ddots&\\vdots\\\\0&0&\\cdots&\\lambda_n\\end{bmatrix} = [\\lambda_1\\mathbf{v}_1\\;\\lambda_2\\mathbf{v}_2\\;\\cdots\\;\\lambda_n\\mathbf{v}_n].$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now suppose $A$ is diagonalizable and $A = PDP^{-1}.$ Then right-multiplying this relation by $P$, we have \n", "\n", "$$AP = PD$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "In this case, the calculations above show that\n", "\n", "$$[A\\mathbf{v}_1\\;A\\mathbf{v}_2\\;\\cdots\\;A\\mathbf{v}_n] = [\\lambda_1\\mathbf{v}_1\\;\\lambda_2\\mathbf{v}_2\\;\\cdots\\;\\lambda_n\\mathbf{v}_n].$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Equating columns, we find that\n", "\n", "$$A\\mathbf{v}_1 = \\lambda_1\\mathbf{v}_1, \\;\\;\\; A\\mathbf{v}_2 = \\lambda_2\\mathbf{v}_2, \\;\\;\\; \\dots, \\;\\;\\; A\\mathbf{v}_n = \\lambda_n\\mathbf{v}_n$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Since $P$ is invertible, its columns $\\mathbf{v}_1, \\dots,\\mathbf{v}_n$ must be linearly independent. \n", "\n", "Also, since these columns are nonzero, the equations above show that $\\lambda_1, \\dots, \\lambda_n$ are eigenvalues and $\\mathbf{v}_1, \\dots, \\mathbf{v}_n$ are the corresponding eigenvectors. \n", "\n", "This proves the \"only if\" part of the theorem." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "The \"if\" part of the theorem is: if $A$ has $n$ linearly independent eigenvectors, $A$ is diagonalizable.\n", "\n", "This is straightforward: given $A$'s $n$ eigenvectors $\\mathbf{v}_1,\\dots,\\mathbf{v}_n,$ use them to construct the columns of $P$ and use corresponding eigenvalues $\\lambda_1, \\dots, \\lambda_n$ to construct $D$. " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Using the sequence of equations above in reverse order, we can go from \n", "\n", "$$A\\mathbf{v}_1 = \\lambda_1\\mathbf{v}_1, \\;\\;\\; A\\mathbf{v}_2 = \\lambda_2\\mathbf{v}_2, \\;\\;\\; \\dots, \\;\\;\\; A\\mathbf{v}_n = \\lambda_n\\mathbf{v}_n$$\n", "\n", "to \n", "\n", "$$AP = PD.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Since the eigenvectors are given as linearly idenpendent, $P$ is invertible and so \n", "\n", "$$A = PDP^{-1}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "The takeaway is this:\n", "\n", "Every $n\\times n$ matrix having $n$ **linearly independent** eigenvectors can be factored into the product of \n", "* a matrix $P$, \n", "* a diagonal matrix $D$, and\n", "* the inverse of $P$ \n", "\n", "... where $P$ holds the eigenvectors of $A$, and $D$ holds the eigenvalues of $A$.\n", "\n", "This is the __eigendecomposition__ of $A$. \n", "\n", "(It is quite fundamental!)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" } }, "source": [ "``` {toggle}\n", "Question Time! Q18.2\n", "```" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Diagonalizing a Matrix\n", "\n", "Let's put this all together and see how to diagonalize a matrix." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Four Steps to Diagonalization" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Example.__ Diagonalize the following matrix, if possible.\n", "\n", "$$A = \\begin{bmatrix}1&3&3\\\\-3&-5&-3\\\\3&3&1\\end{bmatrix}$$\n", "\n", "That is, find an invertible matrix $P$ and a diagonal matrix $D$ such that $A = PDP^{-1}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "#### Step 1: Find the eigenvalues of $A$.\n", "\n", "This is routine for us now. If we are working with $2\\times2$ matrices, we may choose to find the roots of the characteristic polynomial (quadratic). For anything larger we'd use a computer." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "In this case, the characteristic equation turns out to involve a cubic polynomial that can be factored:\n", "\n", "$$0 = \\det(A-\\lambda I) $$\n", "\n", "$$ = -\\lambda^3 - 3\\lambda^2 + 4$$\n", "\n", "$$ = -(\\lambda -1)(\\lambda +2)^2$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "So the eigenvalues are $\\lambda = 1$ and $\\lambda = -2$ (with multiplicity two)." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "#### Step 2: Find three linearly independent eigenvectors of $A$.\n", "\n", "Note that we need _three_ linearly independent vectors because $A$ is $3\\times3.$ " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "
This is the step at which, if $A$ cannot be diagonalized, we find out
\n", "\n", "... because we cannot form 3 independent eigenvectors." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Using our standard method (finding the nullspace of $A - \\lambda I$) we find a basis for each eigenspace:\n", "\n", "Basis for $\\lambda = 1$: $\\mathbf{v}_1 = \\begin{bmatrix}1\\\\-1\\\\1\\end{bmatrix}.$\n", "\n", "Basis for $\\lambda = -2$: $\\mathbf{v}_2 = \\begin{bmatrix}-1\\\\1\\\\0\\end{bmatrix}$ and $\\mathbf{v}_3 = \\begin{bmatrix}-1\\\\0\\\\1\\end{bmatrix}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "At this point we must ensure that $\\{\\mathbf{v}_1, \\mathbf{v}_2, \\mathbf{v}_3\\}$ forms a linearly independent set.\n", "\n", "(These vectors in fact do.)" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "#### Step 3: Construct $P$ from the vectors in Step 2.\n", "\n", "The order of the vectors is actually not important.\n", "\n", "$$P = [\\mathbf{v}_1\\;\\mathbf{v}_2\\;\\mathbf{v}_3] = \\begin{bmatrix}1&-1&-1\\\\-1&1&0\\\\1&0&1\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "#### Step 4: Construct $D$ from the corresponding eigenvalues.\n", "\n", "The order of eigenvalues must match the order of eigenvectors used in the previous step.\n", "\n", "If an eigenvalue has multiplicity greater than 1, then repeat it the corresponding number of times.\n", "\n", "$$D = \\begin{bmatrix}1&0&0\\\\0&-2&0\\\\0&0&-2\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "And we are done. We have diagonalized $A$:\n", "\n", "$$A = \\begin{bmatrix}1&3&3\\\\-3&-5&-3\\\\3&3&1\\end{bmatrix} = \\begin{bmatrix}1&-1&-1\\\\-1&1&0\\\\1&0&1\\end{bmatrix} \\begin{bmatrix}1&0&0\\\\0&-2&0\\\\0&0&-2\\end{bmatrix}\\begin{bmatrix}1&-1&-1\\\\-1&1&0\\\\1&0&1\\end{bmatrix}^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "So, just as a reminder, we can now take powers of $A$ quite efficiently:\n", "\n", "$$A^{100} = \\begin{bmatrix}1&-1&-1\\\\-1&1&0\\\\1&0&1\\end{bmatrix} \\begin{bmatrix}1^{100}&0&0\\\\0&(-2)^{100}&0\\\\0&0&(-2)^{100}\\end{bmatrix}\\begin{bmatrix}1&-1&-1\\\\-1&1&0\\\\1&0&1\\end{bmatrix}^{-1}$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### When Diagonalization Fails\n", "\n", "__Example.__ Let's look at an example of how diagonalization can fail." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Diagonalize the following matrix, if possible.\n", "\n", "$$A = \\begin{bmatrix}2&4&3\\\\-4&-6&-3\\\\3&3&1\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Solution.__ The characteristic equation of $A$ turns out to be the same as in the last example:\n", "\n", "$$0 = \\det(A-\\lambda I) = -(\\lambda-1)(\\lambda +2)^2$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "The eigenvalues are $\\lambda = 1$ and $\\lambda = -2.$ However, it is easy to verify that each eigenspace is only one-dimensional:\n", "\n", "Basis for $\\lambda_1 = 1$: $\\mathbf{v}_1 = \\begin{bmatrix}1\\\\-1\\\\1\\end{bmatrix}.$\n", "\n", "Basis for $\\lambda_2 = -2$: $\\mathbf{v}_2 = \\begin{bmatrix}-1\\\\1\\\\0\\end{bmatrix}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "There are not other eigenvalues, and every eigenvector of $A$ is a multiple of either $\\mathbf{v}_1$ or $\\mathbf{v}_2.$ " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Hence it is impossible to construct a basis of $\\mathbb{R}^3$ using eigenvectors of $A$. \n", "\n", "So we conclude that $A$ is __not__ diagonalizable." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### An Important Case\n", "\n", "There is an important situation in which we can conclude immediately that $A$ is diagonalizable, without explicitly constructing and testing the eigenspaces of $A$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Theorem.__\n", "\n", "An $n\\times n$ matrix with $n$ distinct eigenvalues is diagonalizable.\n", "\n", "__Proof__\n", "Omitted, but easy." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Example.__\n", "\n", "Determine if the following matrix is diagonalizable.\n", "\n", "$$A = \\begin{bmatrix}5&-8&1\\\\0&0&7\\\\0&0&-2\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "__Solution.__\n", "\n", "It's easy! Since $A$ is triangular, its eigenvalues are $5, 0,$ and $-2$. Since $A$ is a $3\\times3$ with 3 distinct eigenvalues, $A$ is diagonalizable." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "skip" } }, "source": [ "``` {toggle}\n", "Question Time! Q18.3\n", "```" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Diagonalization as a Change of Basis\n", "\n", "We can now turn to an understanding of how diagonalization informs us about the properties of $A$.\n", "\n", "Let's interpret the diagonalization $A = PDP^{-1}$ in terms of how $A$ acts as a linear operator." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "When thinking of $A$ as a linear operator, diagonalization has a specific interpretation: \n", "\n", "
Diagonalization separates the influence of each vector component from the others.
" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Intuitively, the point to see is that when we multiply a vector $\\mathbf{x}$ by a diagonal matrix $D$, the change to each component of $\\mathbf{x}$ depends only on that component. \n", "\n", "That is, multiplying by a diagonal matrix simply __scales__ the components of the vector." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "On the other hand, when we multiply by a matrix $A$ that has off-diagonal entries, the components of $\\mathbf{x}$ affect each other." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "So diagonalizing a matrix allows us to bring intuition to its behavior as as linear operator." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "### Interpreting Diagonalization Geometrically\n", "\n", "When we compute $P\\mathbf{x},$ we are taking a vector sum of the columns of $P$:\n", "\n", "$$P\\mathbf{x} = \\mathbf{p}_1 x_1 + \\mathbf{p}_2 x_2 + \\dots \\mathbf{p}_n x_n.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now $P$ is invertible, so its columns are a basis for $\\mathbb{R}^n$. Let's call that basis $\\mathcal{B} = \\{\\mathbf{p}_1, \\mathbf{p}_2, \\dots, \\mathbf{p}_n\\}.$ \n", "\n", "So, we can think of $P\\mathbf{x}$ as \"the point that has coordinates $\\mathbf{x}$ in the basis $\\mathcal{B}$.\" " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "On the other hand, what if we wanted to __find__ the coordinates of a vector in basis $\\mathcal{B}$?" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Let's say we have some $\\mathbf{y}$, and we want to find its coordinates in the basis B.\n", "\n", "So $\\mathbf{y} = P\\mathbf{x}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Then since $P$ is invertible, $\\mathbf{x} = P^{-1} \\mathbf{y}.$\n", "\n", "Thus, $P^{-1} \\mathbf{y}$ is \"the coordinates of $\\mathbf{y}$ in the basis $\\mathcal{B}.$\"" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "So we can interpret $PDP^{-1}\\mathbf{x}$ as:\n", "\n", "1) Compute the coordinates of $\\mathbf{x}$ in the basis $\\mathcal{B}$. \n", "\n", "This is $P^{-1}\\mathbf{x}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "2) Scale those coordinates according to the diagonal matrix $D$. \n", "\n", "This is $DP^{-1}\\mathbf{x}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "3) Find the point that has those scaled coordinates in the basis $\\mathcal{B}.$ \n", " \n", "This is $PDP^{-1}\\mathbf{x}.$\n", " " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "Let's visualize diagonalization geometrically.\n", "\n", "Here is $A$ transforming a point $\\mathbf{x} = \\begin{bmatrix}2.47\\\\1.25\\end{bmatrix}$." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "hide_input": true, "slideshow": { "slide_type": "fragment" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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3x9GjR6OqqiqWLl0af/rTn+LCCy+M22677bTvffvs2ndavXp1TJ06taNHBQCAbqGpqSneeOON2LhxY9TU1JzRewsKCmL06NGOQACg2xBtoRX3339/7N69u+X7D3zgA/HTn/40Bg8enMWpAACg+2lsbIwtW7bEpk2boq6u7oze6wgEALqr1Jke4t5BsvKhcKZ2794dL774Ytx2221x5MiR+N3vfhezZ88+q2u9fQduRUVFR44IAABdUl1dXbz++uvx+uuvR0NDQ7vfd/wRCKWlpZFKdfgDuwHgTHX4f4xEW2iHLVu2xKRJk2LixImxcuXKs7qGaAsAABG1tbWxcePG2Lp1azQ3N7f7fXl5eTFmzJgYM2aMIxCAjPvyl78c3/ve90547amnnoqrrroqSxORMB0ebR2PAO0wevToOP/882PZsmWxb9++GDRoULZHAgCALuXIkSOxcePG2L59e5zJzUMFBQUxbty4GD16dOTn53fihACt27RpU/zzP//zSa8vX75ctKXTiLbQTjt27IiIcFYWAACcgUOHDsWGDRti165dZ/S+Xr16xfjx42PkyJF+Bgey6n/9r/8V9fX1J73+6quvZmEaegrRFt6yZs2aKC0tjWHDhp3wenNzc9x+++2xZ8+euPTSS6N///5ZmhAAALqOqqqqWLt2bezZs+eM3ldcXBzjx4+PsrKyyMnJ6aTpANrnT3/6U/zqV79qdU20pTOJtvCWp59+Or7yla/E3LlzY/z48TFw4MDYvXt3PPfcc7Fp06YYNmxYPPLII9keEwAAEu3IkSOxdu3aM76ztrS0NCZMmBBDhw71cDEgEdLpdHzpS19q+b6srCwGDRrUEmvXrVsXdXV1UVhYmK0R6cZEW3jLe9/73rjuuuvihRdeiOXLl8ehQ4eiT58+MWnSpLjmmmvixhtvjAEDBmR7TAAASKTq6upYt25dbN++/YzeN3jw4JabJsRaIEl+/vOfx5IlS1q+v+uuu2LRokUt0baxsTFee+21mDVrVrZGpBsTbeEt06dPj4cffjjbYwAAQJdSW1sb69evj23btp3RA8aGDx8e48ePj9LS0s4bDuAs1dbWxle/+tWW76dNmxaf/vSn4/Dhwyfse/XVV0VbOoVoCwAAwBmrq6uLDRs2xJYtW6K5ubld70mlUnHeeefF+PHjo2/fvp08IcDZ+6d/+qfYtm1by/ff+c53Ijc3N6ZPn37CPufa0lmc6g4AAEC71dfXx+rVq2PhwoWxefPmdgXbnJycGDNmTFx++eUxY8YMwRZItN27d8e3v/3tlu8vv/zyuOqqqyLizTtuj7d8+fJTXuuTn/xkpFKpVr+uuOKKU/4Nhaqqqhg9enSb73/ggQfO4X8lSSfaAgAAcFqNjY2xbt26WLhwYWzcuDGamppO+55UKhUjR46M+fPnx/Tp06NXr14ZmBTg3Hz961+Po0ePRsSb///Yd7/73Za1srKyE451Od2dtj/4wQ9i4sSJra4tXLgwHnrooTbf+/nPfz62bt3a6tpf/MVfxM0333zKz6ZrS53JmUMdKCsfCtlUXl4eEREVFRVZngQAANqvqakpXn/99diwYUM0NDS0+30jRoyISZMmRZ8+fTpxOoCOtWLFipg1a1bLH0x9/OMfjyeeeOKEPZdddlm88MILLd/v3Lkzhg0b1uY1Kysr413velfU19eftNarV6+orKyMyZMnn/D6k08+GR/96Edbvd6IESNi+fLlMXDgwHb/76LTdfiTNN1pCwAAwEmam5vj9ddfj4ULF8bq1avbHWyHDRsWc+fOjVmzZgm2QJdzyy23tATbwsLC+Na3vnXSnjM913bWrFnxne98p9W12tra+OQnPxmNjY0tr+3YsSOuv/76Vvfn5ubGL37xC8G2BxBtAQAAaJFOp2PXrl3x3HPPxcqVK6Ourq5d7xs8eHBcdtllcdFFF0W/fv06eUqAjvfUU0/Ff/zHf7R8f+ONN8bo0aNP2vfOc23b8zCym266KT784Q+3uvbyyy/Hfffd1/L9tddeGwcOHGh17x133BFz58497efR9eVlewAAAACSoaqqKl577bXYv39/u98zYMCAmDJlSgwYMKATJwPoXI2NjfGVr3yl5fsBAwbEV7/61Vb3nk20jYj4yU9+EjNnzow33njjpLW77747PvShD8WLL74Yf/jDH1p9//z58+PrX/96uz6Lrk+0BQAA6OGOHTsWa9eujW3btrX7PaWlpTF58uQYNGhQpFIdfpQfQEb93//7f2P16tUt33/9618/4YFjxzvbaDtw4MD4+c9/HpdffvlJD3NsaGiIq6++utWgG/Hm32Z44oknIifHX5rvKTyIDDLEg8gAAEiapqam2LRpU2zYsOGkgNCW4uLimDx5cgwdOlSsBbqFqqqqmDBhQuzbty8iIsaOHRtr1qyJgoKCNt8zePDglv0FBQVx9OjRyM/Pb9fnffOb34w777yz3fOlUql46qmn4oMf/GC730PGeRAZAAAA5yadTscbb7wRzz77bKxdu7ZdwbZPnz4xe/bsmDt3bgwbNkywBbqNb33rWy0BNiLivvvuO2WwjTjxbtv6+vpYs2ZNuz/v9ttvj3nz5rV7/y233CLY9kCiLQAAQA9y4MCBeOGFF2LZsmVx7Nix0+4vKCiICy64IObNmxdlZWViLdCtbN68OR566KGW7+fMmRMf/ehHT/u+sz0iISIiJycnfv7zn8egQYNOu3fOnDlx7733tvvadB+iLQAAQA9QU1MTFRUV8eKLL8ahQ4dOuz8nJycmTJgQ8+fPj9GjRztHEeiWbr311qirq2v5/rvf/W67/nDqXKJtRMSIESPi4YcfPuWet+Nue49doHvxIDIAAIBurKGhITZs2BCbN2+O5ubmdr2nrKwspkyZEr179+7k6QCy58UXX4wnn3zyhNfO5NiC451ptI2I+NWvfnXK9ebm5nj88cfjm9/85lnNRNcm2gIAAHRDzc3NsW3btli7dm3U19e36z2lpaUxbdq06N+/fydPB5Bd6XQ6vvSlL3XY9c402v7oRz+Kf/3Xfz3tvnvuuScuv/zys47JdF2pdDqdjc/NyodCNpWXl0dEREVFRZYnAQCgu9u/f3+sXLkyjhw50q79vXr1iilTpjizFugxfvGLX8THP/7xDr3mvn37YuDAgafdt2rVqrj44oujtra2XdcdMWJELF++vF3XJms6/D+e7rQFAADoJurq6mL16tXxxhtvtGt/bm5uTJgwIcaNGxe5ubmdPB1AMhw7diy++tWvtnw/ZMiQ+OMf/xgFBQVndJ0bb7wx/u3f/q3l+1dffTXmz59/yvfU1tbGxz72sXYH24iI7du3x6c//ekTPovuT7QFAADo4tLpdGzdujXWrFkTDQ0N7XrPyJEjY/LkyVFUVNTJ0wEkywMPPBBbtmxp+f6rX/1qTJo06YyvM3PmzBNC6vLly08bbW+88cZYtWpVq2s33HBDvPTSS/Hyyy+ftPa73/0uHnzwwbj55pvPeE66JtEWAACgCzt8+HCsWLEiDh482K79gwYNivPPPz/69evXyZMBJM+ePXvivvvua/l+5MiRcf3115/VtSZPnnzC96c71/Zf/uVf4tFHH211bfr06fHd7343tm3bFjNnzozq6uqT9tx6660xd+7cmD179lnNS9eSk+0BAAAAOHONjY2xatWq+OMf/9iuYNunT5+4+OKL45JLLhFsgR7r9ttvP+G872984xtRWFh4Vtc6k2i7adOmuO6661pdKygoiCeeeCIKCwtjwoQJ8eCDD7a6r76+Pq6++uo4evToWc1L1+JBZJAhHkQGAEBHSKfTsXPnzli1alXU1dWddn9eXl5MmjQpxowZEzk57tsBeq6VK1fGzJkzo6mpKSIiJk2aFK+99tpZn+l95MiRE/4QrFevXnHkyJGTrtfQ0BDvfve7Y8mSJa1e5zvf+U585StfOeG1v/qrv4rf/OY3re6/5ppr4mc/+9lZzUyn6fAHkfkvNgAAQBdRXV0dL7/8crzyyivtCrZlZWXx53/+5zFu3DjBFujxvvzlL7cE24iIu+6665wewlhcXBzDhw9v+b62tjbWr19/0r7bbrutzWA7b968uOWWW056/ZFHHjnh2sd7/PHHRdsewH+1AQAAEq6pqSnWrVsXzz33XOzdu/e0+/v06ROXXHJJzJ4924PGACLi3//93+MPf/hDy/czZ86Mj370o+d83dMdkfD73/8+HnjggVbfW1JSEo899lirf6g2cODAeOyxxyKVav0Gzs9//vOxbt26s5yarkC0BQAASLC9e/fG888/H+vWrYvm5uZT7s3JyYnJkyfH3LlzY/DgwRmaECDZmpqaTjp+4J577mkziJ6JU0XbHTt2xKc+9alo62jSf/7nf47Ro0e3ee33ve99cdNNN7W6dvTo0bj66qvb9bcu6JqcaQsZ4kxbAADOxLFjx+K1116LHTt2tGv/4MGDY/r06dGnT59OngwAeIcOP9M2r6MvCAAAwNlLp9OxdevWWL16dTQ2Np52f1FRUUybNi2GDRvWIXeNAQDZJ9oCAAAkRE1NTSxfvjz2799/2r2pVCrGjh0bkyZNirw8v7UDgO7Ef9kBAACyLJ1Ox5YtW2L16tUnPNm8Lf37948LLrgg+vXrl4HpAIBME20BAACyqLq6OpYvXx4HDhw47d78/PyYOnVqjBw50lEIANCNibYAAABZkE6n4/XXX481a9a06+7akSNHxtSpU6OgoCAD0wEA2STaAgAAZNiZ3F3bt2/fuOCCC2LgwIEZmAwASALRFgAAIEPS6XRs3rw51qxZE83NzafdP378+Jg0aVLk5uZmYDoAIClEWwAAgAw4evRoLF++PA4ePHjavX379o0ZM2ZE//79MzAZAJA0oi0AAEAnSqfTsWnTpli7du1p765NpVIxfvz4mDhxortrAaAHE20BAAA6ydGjR2PZsmVx6NCh0+4tLi6OGTNmRGlpaafPBQAkm2gLAADQwZqbm2PTpk2xbt26dt1dO2HChJgwYYK7awGAiBBtAQAAOlRNTU1UVla26+za4uLimDlzZpSUlGRgMgCgqxBtAQAAOsgbb7wRK1eujMbGxlPue/vu2okTJ0ZOTk6GpgMAugrRFgAA4Bw1NDTEypUrY/v27afd269fv5gxY4a7awGANom2AAAA5+DgwYNRWVkZNTU1p9yXSqVi4sSJMWHCBHfXAgCnJNoCAACchebm5tiwYUOsX78+0un0KfeWlJTEjBkzol+/fhmaDgDoykRbAACAM3QmDxubOHGis2sBgDMi2gIAAJyB7du3x4oVK077sLFevXrFzJkzY+DAgRmaDADoLkRbAACAdjiTh42VlZXFBRdcEPn5+RmYDADobkRbAACA02jvw8Zyc3Nj+vTpcd5550UqlcrQdABAdyPaAgAAtCGdTseGDRti3bp1p33YWGlpacyaNSv69OmToekAgO5KtAUAAGhFbW1tVFZWxoEDB067d8KECTFp0iQPGwMAOoRoCwAA8A47d+6M5cuXn/ZhY0VFRTFr1iwPGwMAOpRoCwAA8Jbm5uZYs2ZNbNq06bR7hw8fHhdccEEUFBRkYDIAoCcRbQEAACLi2LFj8corr5z2OAQPGwMAOptoCwAA9Hj79u2LV155Jerr60+5r6SkJGbNmhV9+/bN0GQAQE8k2gIAAD1WOp2OjRs3xpo1a06718PGAIBMEW0BAIAeqb6+PpYtWxZ79uw55b7CwsKYNWtWDBo0KEOTAQA9nWgLAAD0OFVVVVFRURE1NTWn3DdgwICYPXt2FBUVZWgyAADRFgAA6EHS6XRs3bo1Vq1aFc3NzafcO27cuJgyZYrjEACAjBNtAQCAHqGpqSlWrFgRb7zxxin35eXlxcyZM2PYsGEZmgwA4ESiLQAA0O0dPXo0Kioq4siRI6fc169fvygvL48+ffpkaDIAgJOJtgAAQLe2c+fOWL58eTQ2Np5y38iRI2P69OmRm5ubockAAFon2gIAAN1Sc3NzrF69OjZv3nzKfTk5OTF9+vQYNWpUhiYDADg10RYAAOh26urqoqKiIg4cOHDKfb17947y8vIoKSnJ0GQAAKcn2gIAAN1KVVVVLFmyJI4dO3bKfUOHDo2ZM2dGfn5+hiYDAGgf0RYAAOg2du7cGcuWLYumpqY296RSqZg8eXKMHz8+UqlUBqcDAGgf0RYAAOjy0ul0rF+/PtatW3fKfYWFhTF79uwYOHBghiYDADhzoi0AANClNTY2xvLly2Pnzp2n3DdgwICYPXt2FBUVZWgyAICzI9oCAABdVm1tbSxZsiQOHz58yn1jx46NqVOnRk5OToYmAwA4e6ItAADQJR08eDCWLl0adXV1be5JpVJxwQUXxKhRozI4GQDAuRFtAQCALmfbtm2xYsWKaG5ubnNPQUFBlJeXO78WAOhyRFsAAKDLSKfTsXr16ti0adMp9xUXF8fFF18cvXv3ztBkAAAdR7QFAAC6hIaGhqisrIw9e/acct/QoUNj1qxZkZfntzsAQNfkpxgAACDxqqurY8mSJXH06NFT7ps4cWJMmjQpUqlUhiYDAOh4oi0AAJBo+/bti4qKimhoaGhzT05OTsycOTPKysoyOBkAQOcQbQEAgMR6/fXXY9WqVZFOp9vcU1RUFBdddFGUlpZmbjAAgE4k2gIAAImTTqfjtddei82bN59yX2lpaVx00UVRVFSUockAADqfaAsAACRKU1NTVFZWxq5du065b8SIEXHhhRdGbm5uhiYDAMgM0RYAAEiM+vr6WLJkSRw8ePCU+6ZMmRLjx4/3wDEAoFsSbQEAgESoqamJl156Kaqrq9vck5eXF7NmzYqhQ4dmcDIAgMwSbQEAgKw7dOhQLFmyJOrq6trc06tXr5gzZ04UFxdncDIAgMwTbQEAgKzas2dPVFRURFNTU5t7SkpKYs6cOVFYWJjByQAAskO0BQAAsmbr1q2xYsWKSKfTbe4ZMmRIzJ49O/Ly/PYFAOgZ/NQDAABkXDqdjvXr18e6detOuW/UqFExffr0yMnJydBkAADZJ9oCAAAZ1dzcHCtWrIht27adct/kyZNjwoQJkUqlMjQZAEAyiLYAAEDGNDY2RkVFRezdu7fNPalUKi688MIYOXJkBicDAEgO0RYAAMiIY8eOxZIlS6KqqqrNPbm5uVFeXh5DhgzJ4GQAAMki2gIAAJ3u6NGj8dJLL0VtbW2bewoLC2POnDlRUlKSwckAAJJHtAUAADrVgQMHYsmSJdHQ0NDmnr59+8acOXOid+/eGZwMACCZRFsAAKDT7N69OyoqKqK5ubnNPQMGDIiLLrooCgoKMjgZAEByibYAAECn2L59eyxbtizS6XSbe4YPHx4zZ86M3NzcDE4GAJBsoi0AANDhtmzZEitWrDjlnnHjxsXUqVMjlUplaCoAgK5BtAUAADrUxo0bY/Xq1afcc/7558e4ceMyNBEAQNci2gIAAB0inU7HunXrYv369W3uycnJiZkzZ0ZZWVkGJwMA6FpEWwAA4Jyl0+l47bXXYvPmzW3uyc3NjYsvvjgGDRqUwckAALoe0RYAADgn6XQ6Xn311di2bVube/Lz82POnDnRv3//DE4GANA1ibYAAMBZa25ujsrKyti5c2ebewoKCuKSSy6JkpKSDE4GANB1ibYAAMBZaWpqiqVLl8bevXvb3FNUVBTvete7om/fvhmcDACgaxNtAQCAM9bQ0BBLliyJAwcOtLmnd+/e8a53vSt69+6dwckAALo+0RYAADgj9fX18dJLL0VVVVWbe4qLi+OSSy6JoqKiDE4GANA9iLYAAEC7HTt2LBYvXhxHjx5tc09paWnMmTMnCgoKMjgZAED3IdoCAADtUlNTE4sXL46ampo29wwcODAuvvjiyMvzWw0AgLPlJykAAOC0jhw5Ei+99FIcO3aszT1DhgyJ8vLyyM3NzeBkAADdj2gLAACc0pEjR2LRokVRX1/f5p6ysrKYOXNm5OTkZHAyAIDuSbQFAADa1J5gO3LkyLjwwgsjlUplcDIAgO5LtAUAAFp15MiRWLx48SmD7bhx42Lq1KmCLQBABxJtAQCAkxw9ejQWL14cdXV1be6ZNGlSTJw4UbAFAOhgoi0AAHCCo0ePxqJFi04ZbM8///wYN25cBqcCAOg5PCUAAABoIdgCAGSfaAsAAESEYAsAkBSiLQAA0K5gO3XqVMEWACADRFsAAOjhqqurT/vQsalTp8b48eMzOBUAQM8l2gIAQA9WXV0dixYtimPHjrW5Z8qUKYItAEAGibYAANBDtTfYTpgwIYNTAQAg2sJb9u/fH48++mh85CMfiQkTJkSvXr2ipKQkLrvssvjxj38czc3N2R4RAKDDtCfYTp48WbAFAMiCvGwPAEnx5JNPxt/93d/F8OHDY/78+TFq1KjYvXt3/PrXv47Pfe5z8e///u/x5JNPRiqVyvaoAADnpKamJhYvXnzaYDtx4sQMTgUAwNtS6XQ6G5+blQ+FU1m4cGFUV1fHhz70ocjJ+e+b0Hft2hVz5syJbdu2xS9/+cv467/+67O6fnl5eUREVFRUdMi8AABno6amJhYtWhS1tbVt7pk0aVJMmjQpg1MBAHRpHX6Hn+MR4C2XX355fPjDHz4h2EZEDBs2LK6//vqIiPiv//qvLEwGANAxamtrBVsAgC5AtIV2yM/Pj4iIvDwnigAAXVNdXV0sXrz4lMF24sSJgi0AQAIoUHAajY2N8bOf/SwiIj7wgQ+cdv/bxyC80+rVq2Pq1KkdOhsAQHs0NDTESy+9FNXV1W3uEWwBAJLDnbZwGrfddlusXLkyrrrqqnj/+9+f7XEAAM5IU1NTLFmyJA4fPtzmngkTJsSkSZM8cBUAICE8iAxO4aGHHoqbbroppkyZEi+88EIMGDDgrK/lQWQAQKY1NzfH0qVLY8+ePW3umTBhQkyePFmwBQA4ex5EBpny8MMPx0033RTnn39+PPvss+cUbAEAMi2dTseyZctOGWzHjBkj2AIAJJBoC6148MEH4wtf+EJMnz49nn322Rg2bFi2RwIAaLd0Oh0rVqyIHTt2tLnnvPPOi2nTpgm2AAAJJNrCO/zjP/5jfPGLX4yZM2fGs88+G0OGDMn2SAAAZ2TNmjWxdevWNteHDh0aF154oWALAJBQoi0c5+67747bbrstysvLY8GCBTFo0KBsjwQAcEY2bNgQGzdubHN94MCBMXv27MjJ8VsBAICkysv2AJAUjz32WNxxxx2Rm5sb73nPe+Khhx46ac+YMWPi05/+dOaHAwBohy1btsSaNWvaXC8tLY2LL744cnNzMzgVAABnSrSFt2zevDkiIpqamuLBBx9sdc+8efNEWwAgkXbs2BErVqxoc724uDjmzJkTeXl+CwAAkHSpdDqdjc/NyodCNpWXl0dEREVFRZYnAQC6mz179sSSJUuirZ/te/fuHZdeemkUFRVleDIAgB6hwx8U4CArAADowvbv3x9Lly5tM9gWFhbGJZdcItgCAHQhoi0AAHRRVVVVsWTJkmhubm51PT8/Py655JLo06dPhicDAOBciLYAANAFHT16NF566aVobGxsdT03NzfmzJkT/fr1y/BkAACcK9EWAAC6mNra2li8eHHU19e3up6TkxMXX3xx9O/fP8OTAQDQEURbAADoQhoaGuLll1+OY8eOtbln1qxZMWjQoAxOBQBARxJtAQCgi2hubo6lS5fGkSNH2twzY8aMGD58eAanAgCgo4m2AADQBaTT6Vi+fHns37+/zT3nn39+jBw5MoNTAQDQGURbAADoAtatWxfbt29vc33ixIkxbty4DE4EAEBnEW0BACDhtmzZEuvXr29zfeTIkTFp0qQMTgQAQGcSbQEAIMH27NkTK1eubHN98ODBccEFF0QqlcrgVAAAdCbRFgAAEqqqqioqKioinU63ut6vX78oLy+PnBw/1gMAdCd+ugMAgASqqamJl19+OZqamlpd79WrV8yZMyfy8vIyPBkAAJ1NtAUAgISpr6+Pl19+Oerq6lpdz8/Pjzlz5kRRUVGGJwMAIBNEWwAASJCmpqZYunRpHD16tNX1nJycuOiii6K4uDjDkwEAkCmiLQAAJEQ6nY7ly5fHgQMH2twzY8aMGDhwYAanAgAg00RbAABIiDVr1sSOHTvaXJ8yZUqMGDEigxMBAJANoi0AACTA66+/Hhs3bmxzffTo0TF+/PgMTgQAQLaItgAAkGW7d++OlStXtrk+dOjQmDZtWqRSqQxOBQBAtoi2AACQRYcOHYpXXnmlzfWSkpKYNWtW5OT40R0AoKfwkx8AAGRJTU1NvPzyy9HU1NTqeu/evWPOnDmRl5eX4ckAAMgm0RYAALKgsbExlixZEvX19a2u5+fnx5w5c6KwsDDDkwEAkG2iLQAAZFg6nY7Kyso4cuRIq+s5OTlx8cUXR9++fTM8GQAASSDaAgBAhq1duzZ2797d5vrMmTNjwIABGZwIAIAkEW0BACCDtm/fHhs2bGhzferUqVFWVpbBiQAASBrRFgAAMuTQoUOxfPnyNtfPO++8GDduXAYnAgAgiURbAADIgGPHjsWSJUuiubm51fX+/fvHBRdcEKlUKsOTAQCQNKItAAB0sqampliyZEnU1dW1ul5UVBQXXXRR5ObmZngyAACSSLQFAIBOlE6nY/ny5VFVVdXqem5ublx88cVRWFiY4ckAAEgq0RYAADrRxo0bY8eOHW2uz5w5M0pKSjI4EQAASSfaAgBAJ9m1a1esWbOmzfVJkybF8OHDMzgRAABdgWgLAACd4PDhw1FZWdnm+vDhw2PixIkZnAgAgK5CtAUAgA5WV1cXS5YsiaamplbXS0pKYubMmZFKpTI8GQAAXYFoCwAAHai5uTkqKiqitra21fXCwsK46KKLIjc3N8OTAQDQVYi2AADQQdLpdKxYsSIOHDjQ6npOTk5cdNFF0atXrwxPBgBAVyLaAgBAB3n99ddj27Ztba5feOGF0b9//wxOBABAVyTaAgBAB9i7d2+sWrWqzfXx48fHeeedl8GJAADoqkRbAAA4RzU1NfHKK6+0uT5kyJCYMmVKBicCAKArE20BAOAcNDU1RUVFRTQ0NLS63rdv35g1a1akUqkMTwYAQFcl2gIAwDlYuXJlVFVVtbqWn58fF198ceTn52d4KgAAujLRFgAAztLWrVvbfPBYKpWK8vLy6NOnT4anAgCgqxNtAQDgLFRVVcXKlSvbXJ86dWoMGjQogxMBANBdiLYAAHCG6uvrY+nSpdHc3Nzq+vDhw2Ps2LEZngoAgO5CtAUAgDOQTqejsrIyamtrW13v27dvzJgxw4PHAAA4a6ItAACcgfXr18fevXtbXcvNzY3y8vLIy8vL8FQAAHQnoi0AALTTnj17Yt26dW2uz5gxI4qLizM4EQAA3ZFoCwAA7VBTUxOVlZVtro8dOzbKysoyOBEAAN2VaAsAAKfR1NQUFRUV0dDQ0Or6gAEDYurUqRmeCgCA7kq0BQCA01i5cmVUVVW1ulZYWBizZ8+OnBw/WgMA0DH8ZAkAAKewdevW2LZtW6trqVQqZs+eHUVFRRmeCgCA7ky0BQCANhw6dChWrlzZ5vrUqVNj4MCBGZwIAICeQLQFAIBW1NfXR0VFRTQ3N7e6Pnz48Bg7dmyGpwIAoCcQbQEA4B3S6XRUVlZGbW1tq+t9+/aNGTNmRCqVyvBkAAD0BKItAAC8w7p162Lv3r2truXm5sZFF10UeXl5GZ4KAICeQrQFAIDj7Nu3L9avX9/m+owZM6Jv374ZnAgAgJ5GtAUAgLfU1dVFZWVlm+vjxo2LsrKyDE4EAEBPJNoCAEC8eY7tsmXLoq6urtX1AQMGxJQpUzI8FQAAPZFoCwAAEbFp06Y2z7EtLCyM2bNnR06OH58BAOh8fuoEAKDHO3jwYKxZs6bN9ZkzZ0ZRUVEGJwIAoCcTbQEA6NEaGhqisrIy0ul0q+sTJkyIwYMHZ3gqAAB6MtEWAIAeK51Ox6uvvho1NTWtrvfv3z8mTZqU4akAAOjpRFsAAHqsbdu2xc6dO1tdy8/Pj1mzZjnHFgCAjPMTKAAAPdKRI0di5cqVba5feOGF0bt37wxOBAAAbxJtAQDocZqamuKVV16J5ubmVtdHjx4dw4cPz/BUAADwJtEWAIAe57XXXosjR460ulZcXBznn39+hicCAID/JtoCANCj7NixI7Zs2dLqWm5ubsyePTtyc3MzPBUAAPw30RYAgB6jpqYmXn311TbXp02bFsXFxRmcCAAATibaAgDQIzQ3N8crr7wSjY2Nra6XlZXFyJEjMzwVAACcTLQFAKBHWLt2bRw6dKjVtd69e8cFF1wQqVQqs0MBAEArRFsAALq9vXv3xsaNG1tdS6VSMXv27MjPz8/wVAAA0DrRFgCAbu3YsWNRWVnZ5vrUqVOjtLQ0cwMBAMBpiLYAAHRb6XQ6li9fHvX19a2uDx48OMaOHZvhqQAA4NREWwAAuq3NmzfH3r17W10rLCyMmTNnOscWAIDEEW0BAOiWDh8+HGvWrGlzfdasWVFYWJjBiQAAoH1EWwAAup2mpqaorKyM5ubmVtcnTpwYgwYNyvBUAADQPqItAADdztq1a+PIkSOtrpWWlsbEiRMzPBEAALSfaAsAQLeyb9++2LRpU6trubm5MWvWrMjJ8WMwAADJ5adVAAC6jfr6+li2bFmb69OmTYs+ffpkbiAAADgLoi0AAN1COp2OlStXxrFjx1pdHzp0aIwcOTLDUwEAwJnLy/YAAABwLlatWhULFiyI3NzcGD16dKt7CgsLY8aMGZFKpTI8HQAAnDl32gIA0CUtWLAg5s2bF9OnT48vfvGLkZub2+beGTNmREFBQQanAwCAsyfaAgDQ5fz4xz+OK6+8Mp5//vmIiGhubo5bb701XnzxxZP2jhkzJoYMGZLpEQEA4KyJtgAAdCkLFiyI6667Lpqbm094/fDhw3HffffFAw88EDU1NRERsW3btti1a1c2xgQAgLPmTFsAALqUu+6666Rge7yFCxfGypUr4wtf+EI89thjcd5558V73/veDE4IAADnJpVOp7PxuVn5UMim8vLyiIioqKjI8iQA0HWtWrUqpk+ffsbvW7lyZUybNq0TJgIAgOjwp906HgEAgC5jwYIFGX0fAABkg2gLAECXcfjw4Yy+DwAAskG0BQCgy+jXr19G3wcAANkg2gIA0GVcccUVGX0fAABkg2gLAECXMW3atJg7d+4ZvWfevHkeQgYAQJci2gIA0KXccccdkZPTvh9jc3Jy4vbbb+/kiQAAoGOJtgAAdClXXHFF/OhHPzptuM3JyYlHHnnE0QgAAHQ5oi0AAF3OZz/72XjmmWdi3rx5ra7Pmzcvnnnmmbj22mszPBkAAJy7VDqdzsbnZuVDIZvKy8sjIqKioiLLkwBA97Jq1apYsGBBHD58OPr16xdXXHGFM2wBAMikVEdfMK+jLwgAAJk0bdo0kRYAgG7F8QgAAAAAAAki2gIAAAAAJIhoCwAAAACQIKItAAAAAECCiLYAAAAAAAki2gIAAAAAJIhoCwAAAACQIKItAAAAAECCiLYAAAAAAAki2gIAAAAAJIhoCwAAAACQIKItAAAAAECCiLYAAAAAAAki2gIAAAAAJIhoCwAAAACQIKItAAAAAECCiLZwnF/+8pdxww03xHve857o169fpFKp+MQnPpHtsQAAAADoQfKyPQAkyT333BPLly+Pvn37xnnnnRdr1qzJ9kgAAAAA9DDutIXjPPDAA7Fu3bo4fPhw/J//83+yPQ4AAAAAPZA7beE48+fPz/YIAAAAAPRw7rQFAAAAAEgQd9pCBysvL2/19dWrV8fUqVMzPA0AAAAAXY07bQEAAAAAEsSdttDBKioqWn29rTtwAQAAAOB47rQFAAAAAEgQ0RYAAAAAIEFEWwAAAACABBFtAQAAAAASxIPI4Di//e1v47e//W1EROzatSsiIhYtWhSf/vSnIyJi0KBBcf/992dpOgAAAAB6AtEWjrNs2bJ47LHHTnht06ZNsWnTpoiIGD16tGgLAAAAQKdKpdPpbHxuVj4Usqm8vDwiIioqKrI8CQAAAAAdKNXRF3SmLQAA3d4nP/nJSKVSrX5dccUVcaobGaqqqmL06NFtvv+BBx7I4P8SAAB6AtEWAIBu7wc/+EFMnDix1bWFCxfGQw891OZ7P//5z8fWrVtbXfuLv/iLuPnmmztiRAAAaCHaAgDQ7fXt2zf+5V/+JQoKClpd/4d/+IdYu3btSa8/+eST8fOf/7zV94wYMSJ++tOfRirV4X8bDgCAHk60BQCgR5g1a1Z85zvfaXWttrY2PvnJT0ZjY2PLazt27Ijrr7++1f25ubnxi1/8IgYOHNgpswIA0LOJtgAA9Bg33XRTfPjDH2517eWXX4777ruv5ftrr702Dhw40OreO+64I+bOndspMwIAQOpUD13oRFn5UMim8vLyiIioqKjI8iQA0LPt378/Zs6cGW+88cZJa/n5+bF48eJ48cUX44Ybbmj1/fPnz4///M//jJwc9z8AABARER1+XpZoCxki2gJAcjz//PNx+eWXR1NT00lrEydOjDfeeCNqa2tPWhs8eHAsW7YsysrKMjEmAABdQ4dHW7cHAADQ48ydOzduv/32VtfWr1/farBNpVLx2GOPCbYAAHQ60RYAgB7p9ttvj3nz5rV7/y233BIf/OAHO3EiAAB4k2gLAECPlJOTEz//+c9j0KBBp907Z86cuPfeezMwFQAAiLYAAPRgI0aMiIcffviUe96Ou/n5+RmaCgCAnk60BQCgR/vVr351yvXm5uZ4/PHHMzQNAACItgAA9GA/+tGP4l//9V9Pu++ee+6J5557LgMTAQCAaAsAQA+1atWquPnmm9u1t7m5OT7+8Y/H/v37O3coAAAI0RYAgB6otrY2Pvaxj0VtbW2737N9+/b49Kc/3XlDAQDAW0RbAAB6nBtvvDFWrVrV6toNN9wQc+bMaXXtd7/7XTz44IO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" ] }, "metadata": { "image/png": { "height": 458, "width": 694 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = ut.plotSetup(-1,6,-1,6,size=(12,8))\n", "ut.centerAxes(ax)\n", "v1 = np.array([5.0,1.0])\n", "v1 = v1 / np.sqrt(np.sum(v1*v1))\n", "v2 = np.array([3.0,5.0])\n", "v2 = v2 / np.sqrt(np.sum(v2*v2))\n", "# ut.plotVec(ax,v1,'b')\n", "# ut.plotVec(ax,v2)\n", "# ut.plotLinEqn(-v1[1],v1[0],0,color='b')\n", "# ut.plotLinEqn(-v2[1],v2[0],0,color='r')\n", "# for i in range(-4,8):\n", "# ut.plotLinEqn(-v1[1],v1[0],i*(v1[0]*v2[1]-v1[1]*v2[0]),format=':',color='b')\n", "# ut.plotLinEqn(-v2[1],v2[0],i*(v2[0]*v1[1]-v2[1]*v1[0]),format=':',color='r')\n", "p1 = 2*v1+v2\n", "p2 = 4*v1+3*v2\n", "ut.plotVec(ax, p1,'k')\n", "ut.plotVec(ax, p2,'k')\n", "ax.annotate('', xy=(p2[0], p2[1]), xycoords='data',\n", " xytext=(p1[0], p1[1]), textcoords='data',\n", " size=15,\n", " #bbox=dict(boxstyle=\"round\", fc=\"0.8\"),\n", " arrowprops={'arrowstyle': 'simple',\n", " 'fc': '0.7', \n", " 'ec': 'none',\n", " 'connectionstyle' : 'arc3,rad=-0.3'},\n", " )\n", "ax.text(2.5,0.75,r'${\\bf x}$',size=20)\n", "ax.text(5.2,2.75,r'$A{\\bf x}$',size=20)\n", "ax.plot(0,0,'');" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now, let's compute $P^{-1}\\mathbf{x}.$\n", "\n", "Remember that the columns of $P$ are the eigenvectors of $A$.\n", "\n", "So $P^{-1}\\mathbf{x}$ is the coordinates of the point $\\mathbf{x}$ in the __eigenvector basis__:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "hide_input": true, "slideshow": { "slide_type": "fragment" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "image/png": { "height": 458, "width": 694 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = ut.plotSetup(-1,6,-1,6,size=(12,8))\n", "ut.centerAxes(ax)\n", "v1 = np.array([5.0,1.0])\n", "v1 = v1 / np.sqrt(np.sum(v1*v1))\n", "v2 = np.array([3.0,5.0])\n", "v2 = v2 / np.sqrt(np.sum(v2*v2))\n", "ut.plotVec(ax,v1,'b')\n", "ut.plotVec(ax,v2)\n", "ut.plotLinEqn(-v1[1],v1[0],0,color='b')\n", "ut.plotLinEqn(-v2[1],v2[0],0,color='r')\n", "for i in range(-4,8):\n", " ut.plotLinEqn(-v1[1],v1[0],i*(v1[0]*v2[1]-v1[1]*v2[0]),format=':',color='b')\n", " ut.plotLinEqn(-v2[1],v2[0],i*(v2[0]*v1[1]-v2[1]*v1[0]),format=':',color='r')\n", "p1 = 2*v1+v2\n", "p2 = 4*v1+3*v2\n", "ut.plotVec(ax, p1,'k')\n", "#ut.plotVec(ax, p2,'k')\n", "#ax.annotate('', xy=(p2[0], p2[1]), xycoords='data',\n", "# xytext=(p1[0], p1[1]), textcoords='data',\n", "# size=15,\n", " #bbox=dict(boxstyle=\"round\", fc=\"0.8\"),\n", "# arrowprops={'arrowstyle': 'simple',\n", "# 'fc': '0.7', \n", "# 'ec': 'none',\n", "# 'connectionstyle' : 'arc3,rad=-0.3'},\n", "# )\n", "ax.text(2.5,0.75,r'${\\bf x}$',size=20)\n", "ax.text(v2[0]-0.15,v2[1]+0.5,r'${\\bf p_2}$',size=20)\n", "ax.text(v1[0]-0.15,v1[1]+0.35,r'${\\bf p_1}$',size=20)\n", "#ax.text(5.2,2.75,r'$A{\\bf x}$',size=16)\n", "ax.plot(0,0,'');" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "The coordinates of $\\mathbf{x}$ in this basis are (2,1). \n", "\n", "In other words $P^{-1}\\mathbf{x} = \\begin{bmatrix}2\\\\1\\end{bmatrix}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now, we compute $DP^{-1}\\mathbf{x}.$ Since $D$ is diagonal, this is just scaling each of the $\\mathcal{B}$-coordinates. \n", "\n", "In this example the eigenvalue corresponding to $\\mathbf{p}_1$ is 2, and the eigenvalue corresponding to $\\mathbf{p}_2$ is 3." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "hide_input": true, "slideshow": { "slide_type": "fragment" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 458, "width": 694 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = ut.plotSetup(-1,6,-1,6,size=(12,8))\n", "ut.centerAxes(ax)\n", "v1 = np.array([5.0,1.0])\n", "v1 = v1 / np.sqrt(np.sum(v1*v1))\n", "v2 = np.array([3.0,5.0])\n", "v2 = v2 / np.sqrt(np.sum(v2*v2))\n", "#ut.plotVec(ax,v1,'b')\n", "#ut.plotVec(ax,v2)\n", "ut.plotLinEqn(-v1[1],v1[0],0,color='b')\n", "ut.plotLinEqn(-v2[1],v2[0],0,color='r')\n", "for i in range(-4,8):\n", " ut.plotLinEqn(-v1[1],v1[0],i*(v1[0]*v2[1]-v1[1]*v2[0]),format=':',color='b')\n", " ut.plotLinEqn(-v2[1],v2[0],i*(v2[0]*v1[1]-v2[1]*v1[0]),format=':',color='r')\n", "p1 = 2*v1+v2\n", "p2 = 4*v1+3*v2\n", "ut.plotVec(ax, p1,'k')\n", "ut.plotVec(ax, p2,'k')\n", "ax.annotate('', xy=(p2[0], p2[1]), xycoords='data',\n", " xytext=(p1[0], p1[1]), textcoords='data',\n", " size=15,\n", " #bbox=dict(boxstyle=\"round\", fc=\"0.8\"),\n", " arrowprops={'arrowstyle': 'simple',\n", " 'fc': '0.7', \n", " 'ec': 'none',\n", " 'connectionstyle' : 'arc3,rad=-0.3'},\n", " )\n", "ax.text(2.5,0.75,r'${\\bf x}$',size=20)\n", "ax.text(5.2,2.75,r'$A{\\bf x}$',size=20)\n", "ax.plot(0,0,'');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So the coordinates of $A\\mathbf{x}$ in the basis $\\mathcal{B}$ are \n", "\n", "$$ \\begin{bmatrix}2&0\\\\0&3\\end{bmatrix}\\begin{bmatrix}2\\\\1\\end{bmatrix} = \\begin{bmatrix}4\\\\3\\end{bmatrix}.$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now we convert back to the standard basis -- that is, we ask which point has coordinates (4,3) in basis $\\mathcal{B}.$\n", "\n", "\n", "We rely on the fact that if $\\mathbf{y}$ has coordinates $\\mathbf{x}$ in the basis $\\mathcal{B}$, then $\\mathbf{y} = P\\mathbf{x}.$\n", "\n", "So\n", "\n", "$$ A\\mathbf{x} = P\\begin{bmatrix}4\\\\3\\end{bmatrix}$$\n", "\n", "$$ = PDP^{-1}\\mathbf{x}.$$" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "hide_input": true, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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5J+ecc04mTpz4uq+/ySabJEn++Mc/vuFZYUNjTWd6K9/79Fa+9+nNfP/TW/nep7fq6OjIfffdd1+73e7oyuta0xaWGzx4cJJk0aJFnR5fvHjxKucBAAAAwPog2sJyO++8c5LkoYce6vT4ww8/nCQZMWJEt80EAAAAQO8j2sJyY8aMSZJMnz49y5YtW+XYU089lTvvvDMDBgzIu9/97ibGAwAAAKCXEG1huR133DEHHHBAfvnLX+aiiy5a5dhpp52WpUuX5rDDDsvAgQMbmhAAAACA3qBf0wNAJRdffHH22WefjB8/PjNmzMjIkSNzzz335NZbb82IESNy9tlnNz0iAAAAAD1cq91uN3HfRm4Ka+Oxxx7LqaeemptuuilPPPFEttlmm3z4wx/Oaaedli233HKdr+tNmgAAAAA9UqvLLyjaQvcQbQEAAAB6pC6Ptta0BQAAAAAoRLQFAAAAAChEtAUAAAAAKES0BQAAAAAoRLQFAAAAAChEtAUAAAAAKKTxaPv888/nwgsvzBFHHJE99tgj/fv3T6vVytSpU5seDbrEr3/96xx55JH5yU9+ktmzZ2f48OE57rjj8oc//KHp0WC9uuaaa3Lsscdmv/32y2abbZZWq5VDDz206bFgvXriiScyderUHHLIIdlpp50yYMCADB48OPvuu28uvfTSLFu2rOkRYb068cQTM3bs2Gy33XYZMGBAttxyy+y5554544wz8sQTTzQ9HnSbK6+8Mq1Wy//b0uMNHz585ff6K7+GDRvW9Hiw3v3gBz/IRz7ykbRarf9ttVrPLv9zeqvVOviNXrtfVwz4RixdujTHHXdckmTrrbfOsGHD8thjjzU7FHSRRx55JPvss08WLlyYwYMHZ+ONN87b3/72XHjhhbnpppty5513ZsiQIU2PCevFpEmTcv/992fTTTfNW9/61jzwwANNjwTr3bRp0/J3f/d32WabbTJmzJi87W1vy4IFC3LttdfmqKOOyne/+91MmzYtrVar6VFhvTj//POz11575f3vf3+22mqrLF26NHfffXdOP/30fP3rX8/dd9+d7bbbrukxYb167LHHcuyxx2bTTTfNkiVLmh4H1rvBgwev7Dovt+mmm3b/MNCNJk2alFNOOSVDhw5NkpuS/G+SoUn2TPJ/k9z4Rq7feLTdZJNNcuONN2aPPfbINttsk9NPPz1nnHFG02NBl/j0pz+dhQsXZsqUKbn88suTJLfccks+//nP5/zzz8/JJ5+cr33ta80OCevJ+eefn7e+9a3Zaaedctttt2XMmDFNjwTr3YgRI/Jf//Vf+eAHP5g+ff70C02TJ0/O3nvvnW9961u59tpr85GPfKTBKWH9Wbx4cTbeeOPV9p988smZPHlyzjnnnFx88cUNTAbdo91u54gjjsiQIUPyl3/5lznvvPOaHgnWu8033zynn35602NAt5o2bVpOOeWUvO9978u1116bQYMGHfHy461W601v9B6NL4/Qv3//HHTQQdlmm22aHgW61Lx58zJ9+vQMHz48n/nMZ1Y5dsYZZ2TgwIG58sors3Tp0oYmhPVrzJgxecc73uGJQnqV/fffPx/60IdWCbZJMmzYsBxzzDFJku9///sNTAbdo7NgmyQf/ehHkyQPP/xwd44D3W7KlCm55ZZbctlll2XgwIFNjwPAerBs2bKceOKJ2WSTTfLNb34zgwYNWu2cdrv9/Bu9T+PRFnqqW265JUlywAEHrPY/74MGDcp73/ve/PGPf8zdd9/dxHgAdLM3vemlH7b369f4LzpBt/v2t7+dJNl9990bngTWn7lz52bixImZMGFCRo0a1fQ40G2effbZXHXVVZk8eXIuvPDC3HrrrXnxxRebHgvWm7vuuiu/+MUvcvDBB2eLLbbIDTfckFardWKr1ZrQarXe01X38X8NsJ48+OCDSV76VdnOvOMd78j06dPz0EMPZezYsd05GgDd7IUXXsg3vvGNJMmBBx7Y8DSw/p133nlZsmRJFi1alB/96Ee54447svvuu2fixIlNjwbrxQsvvJBx48blbW97WyZPntz0ONCt5s+fn3Hjxq2yb4cddshll12W0aNHNzQVrD8//OEPk7z0bq699torP/3pT5Pk3BXHW63W7Un+X7vd/u0buY9oC+vJokWLkry0KHtnVux/8sknu2skABoyceLE/OxnP8vBBx+cD3zgA02PA+vdeeedlwULFqzcPvDAA3P55ZfnzW9+c4NTwfpz5plnZvbs2bnjjjsyYMCApseBbnPEEUdkv/32y6677ppBgwZl3rx5+epXv5qvf/3rOeiggzJz5sy8613vanpM6FILFy5Mknzta1/LDjvskP/+7//O+973vkFJtk/ylSQfSDItL72MbJ11yfIIrVbrl61Wq722X4ceemhX3BY2aO12O0ms9wnQw02ZMiVf+cpX8s53vjNXXnll0+NAt5g/f37a7Xbmz5+fa6+9NvPmzcuee+6Z++67r+nRoMvde++9mTx5co4//vi85z1d9luxsEE47bTTsv/++2frrbfOJptskt122y1f+9rX8vnPfz5PP/20F5TRI61Y/qPdbueaa67J2LFj0263l7Tb7TlJDkny6ySj3+hSCV21pu0jSR5c269tt922i24Lda14knbFE7evtHjx4lXOA6DnueiiizJhwoTssssuufXWW7Pllls2PRJ0q6233jqHHHJIpk+fnieeeCKHHXZY0yNBl1qxLMKIESNy1llnNT0OlLHiBay33357w5NA19tiiy2SJG9/+9tXe5K83W4/neTm5Zt7v5H7dMnyCO12+/UuyNnuivtCZTvvvHOS5KGHHur0+Iq3J69pzVsANmwXXHBBPve5z2W33XbLjBkzstVWWzU9EjRm++23zy677JIf//jH+d3vfpehQ4c2PRJ0iSVLlqz8+/7GG2/c6Tmf+tSn8qlPfSoTJkzIBRdc0I3TQXNW/L1n6dKlDU8CXW9F79l8883XdMoflv/5htbLsaYtrCdjxoxJkkyfPj3Lli1b5dhTTz2VO++8MwMGDMi73/3uJsYDYD36h3/4h0ycODF77LFHvve97wlUkOTxxx9PkvTt27fhSaDrbLTRRvnkJz/Z6bH77rsvs2fPzr777pudd97Z0gn0KjNnzkzy0pOI0NOMGjUq/fr1y8MPP5znnnsu/fv3f+Upuy3/85dv5D6iLawnO+64Yw444IBMnz49F1100SrHTjvttCxdujR/+7d/m4EDBzY0IQDrw1lnnZVTTz01HR0dmT59uiUR6DUeeOCBbL755hk2bNgq+5ctW5ZTTjklCxcuzD777LPyVwqhJxgwYECmTp3a6bHTTz89s2fPzic+8YkcddRR3TwZrH9z5szJNttss9rfdR599NF89rOfTZJ4pxE90dChQ/Oxj30sV199dc4888xMmjRp5bFWq/X+vPQiskVJbnoj9ykRbc8999w88MADSZIf//jHSZLLLrssd9xxR5Jk33339R85NkgXX3xx9tlnn4wfPz6DBw/OxhtvnP333z+33nprRowYkbPPPrvpEWG9uf7663P99dcneemFNMlLP3E//PDDk7z0H7rzzjuvoelg/bjiiity6qmnpm/fvtlvv/0yZcqU1c4ZPnz4yn8PoCe56aab8oUvfCGjRo3KjjvumCFDhmTBggW57bbbMm/evAwbNiyXXHJJ02MC0EWmTZuWc889N2PGjMkOO+yQQYMG5ZFHHskNN9yQZ555JgcffHBOOOGEpseE9eKf/umfcs899+Tss8/O7bffnh/84AfnJdk+L72I7MUkn2q320++kXuUiLY33XRTbrvttlX23XXXXbnrrrtWbou2bIh23HHH/OhHP8qpp56aq666KosWLcpGG22U8ePH57TTTvP0FT3aj3/841xxxRWr7Js3b17mzZuX5KX1DUVbeppf/OIXSV56o+ya1i0cPXq0aEuP9L73vS9HH3107rzzztx///158sknM3DgwIwYMSLjxo3L+PHj/d0HoAcZM2ZMHnzwwcyePTszZ87M0qVLs/nmm2fffffNuHHjMm7cuLRarabHhPViq622yj333JNJkybluuuuS5LxSZ5KckOSc9rt9t1v9B6tdruRd4J5ERm9TkdHR5Jk1qxZDU8CAAAAQBfq8p9Q9OnqCwIAAAAAsO5EWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEWwAAAACAQkRbAAAAAIBCRFsAAAAAgEJEW0jy/PPP58ILL8wRRxyRPfbYI/3790+r1crUqVObHg0AAACAXqZf0wNABUuXLs1xxx2XJNl6660zbNiwPPbYY80OBQAAAECv5ElbSLLJJpvkxhtvzOOPP5758+fnyCOPbHokAAAAAHopT9pCkv79++eggw5qegwAAAAA8KQtAAAAAEAlnrSFLtbR0dHp/rlz52bkyJHdPA0AAAAAG5pWu91uegYop9VqnZ7ktCSfarfbU1/nZ2et4dDwJDe12+2/eWPTAQAAANCTedKWHqPVav0yyfav4yNXt9vtQ7t6jna73fmjtgAAAACwFkRbepJHkjzzOs5/fH0NAgAAAADrSrSlx2i322ObngEAAAAA3qg+TQ8AAAAAAMCfiLYAAAAAAIW02u120zNACa1Wa2KSdy7f3CPJu5LcleTh5fvuaLfbUxsYDQAAAIBeRLSF5Vqt1veTjH6VU65ot9uHd880AAAAAPRWoi0AAAAAQCHWtAUAAAAAKES0BQAAAAAoRLQFAAAAAChEtAUAAAAAKES0BQAAAAAoRLQFAAAAAChEtAUAAAAAKES0BQAAAAAoRLQFAAAAAChEtAUAAAAAKES0BQAAAAAoRLQFAAAAAChEtAUAAAAAKES0BQAAAAAoRLQFAAAAAChEtAUAAAAAKES0BQAAAAAo5P8H+dPQhSVTwDYAAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 458, "width": 694 }, "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "ax = ut.plotSetup(-1,6,-1,6,size=(12,8))\n", "ut.centerAxes(ax)\n", "v1 = np.array([5.0,1.0])\n", "v1 = v1 / np.sqrt(np.sum(v1*v1))\n", "v2 = np.array([3.0,5.0])\n", "v2 = v2 / np.sqrt(np.sum(v2*v2))\n", "#ut.plotVec(ax,v1,'b')\n", "#ut.plotVec(ax,v2)\n", "#ut.plotLinEqn(-v1[1],v1[0],0,color='b')\n", "#ut.plotLinEqn(-v2[1],v2[0],0,color='r')\n", "#for i in range(-3,8):\n", "# ut.plotLinEqn(-v1[1],v1[0],i*(v1[0]*v2[1]-v1[1]*v2[0]),format=':',color='b')\n", "# ut.plotLinEqn(-v2[1],v2[0],i*(v2[0]*v1[1]-v2[1]*v1[0]),format=':',color='r')\n", "p1 = 2*v1+v2\n", "p2 = 4*v1+3*v2\n", "#ut.plotVec(ax, p1,'k')\n", "ut.plotVec(ax, p2,'k')\n", "#ax.annotate('', xy=(p2[0], p2[1]), xycoords='data',\n", "# xytext=(p1[0], p1[1]), textcoords='data',\n", "# size=15,\n", "# #bbox=dict(boxstyle=\"round\", fc=\"0.8\"),\n", "# arrowprops={'arrowstyle': 'simple',\n", "# 'fc': '0.7', \n", "# 'ec': 'none',\n", "# 'connectionstyle' : 'arc3,rad=-0.3'},\n", "# )\n", "#ax.text(2.5,0.75,r'${\\bf x}$',size=16)\n", "ax.text(5.2,2.75,r'$A{\\bf x}$',size=20)\n", "ax.plot(0,0,'');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We find that $A\\mathbf{x}$ = $PDP^{-1}\\mathbf{x} = \\begin{bmatrix}5.46\\\\3.35\\end{bmatrix}.$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "In conclusion: notice that the transformation $\\mathbf{x} \\mapsto A\\mathbf{x}$ may be a complicated one in which each component of $\\mathbf{x}$ affects each component of $A\\mathbf{x}$. \n", "\n", "However, by changing to the basis defined by the eigenspaces of $A$, the action of $A$ becomes simple to understand. " ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Diagonalization of $A$ __changes to a basis in which the action of $A$ is particularly easy to understand and compute with.__" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## Exposing the Behavior of a Dynamical System" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "At the beginning of the last lecture, we looked at a number of examples of 'trajectories' -- the behavior of a dynamic system." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Here is a typical example:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "hide_input": true, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sl.display_saved_anim('images/L18-ex1.mp4')" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "This is the behavior of a dynamical system with matrix $A$:\n", "\n", "$$ \\mathbf{x}_{k+1} = A\\mathbf{x}_k $$\n", "\n", "with\n", "\n", "$$ A = \\begin{bmatrix}\n", "0.87142857&0.05714286\\\\\n", "-0.11428571&1.12857143\n", "\\end{bmatrix}\n", "$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Looking at $A$ does not give us much insight into why this dynamical system is showing its particular behavior." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now, let's diagonalize $A$:\n", "\n", "$$ A = PDP^{-1} $$\n", "\n", "and we find that:\n", "\n", "$$ P = \\begin{bmatrix}\n", "1&2\\\\\n", "4&1\n", "\\end{bmatrix}\\;\\;\\;\\;\n", "\\mbox{and}\\;\\;\\;\\;\n", "D =\n", "\\begin{bmatrix}\n", "1.1 & 0\\\\\n", "0 & 0.9\n", "\\end{bmatrix}\n", "$$" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "The columns of $P$ are eigenvectors of $A$ that correspond to the eigenvalues in $D$.\n", "\n", "So the eigenspace corresponding to $\\lambda_1 = 1.1$ is Span$\\left\\{\\begin{bmatrix}1\\\\4\\end{bmatrix}\\right\\}$,\n", "\n", "and the eigenspace corresponding to $\\lambda_2 = 0.9$ is Span$\\left\\{\\begin{bmatrix}2\\\\1\\end{bmatrix}\\right\\}$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Let's look at these eigenspaces:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "hide_input": true, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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ZM8fdj+6Zvffee56fn+/79u3zzz//3Nu0aeNTp071NWvW+KBBg/yLL75wd/cbbrjBZ8yY4Zs2bfKMjAx///333d39yiuv9D/84Q/+zDPP+JgxY2Lb3bVrl7u7b9q0yQF/++233d39+9//vk+dOtXd3Xfu3Onu7vv27fOcnBzfsWOHr1q1ytu1a+fbt28vt05l/akoOzvbt2/f7kuXLvXc3Fzfs2eP79692zt27OjLly+P9cnMfNGiRZV+34YNG+annnqqFxUVfen3uGfPnuW+x2WPBQsWlFvvT3/6k48ePTr2eubMmT5u3Lhy66xZs8bbtm3rO3bs8L1793qPHj18/Pjxx91+dfe4Kpq1ZpbnPpnrn+yuxptEAkCI9sBCcxJHOmvYsCErVqyodPnbb7/NkCFDaNiwIQDf/OY3AXj99ddZtmwZ3btH/irfv38/mZmZ9OrVi3PPPZfOnTsD0K1bN4qKivj2t7/NpEmTmDx5MoMGDeKiiy6KbaNFixZceOGFAFx99dVMmzaNSZMmMW3atNjexebNm1m/fj3vvfcew4YNo2nTpgCcccYZx+3P8cZ1+eWXc9pppwFwxRVXsHDhQrp06QJAdnY2PXr0SPjeV155JbZHuXr1arKzs3nuued46aWX2LZtG+PGjaN///6x9RcuXFhpP+JF/v+VZ1b+OvgOHTowefJk+vXrR+PGjcnPz6d+/cT/FWpqrkLVv0RqngIsBRL9Ui1rHzlyJD//+c/LtRcVFdGgQYPY64yMDPbv30+7du1YtmwZL7/8Mrfddhv9+/fnJz/5CXDsL2kz48033+S1115j0aJFNGrUiN69e1NaWoq7H7P+8fpT3XGVKQu2ikpLS7nllluYP38+v//971m1ahWXXnopQ4cOZejQofzrX/9i0qRJ5QLsoosuYvfu3cd81gMPPEDfvn1jr7OyssodriwuLuacBGkzevRoRo8eDcCPf/xjsrKyyi2vyUl2q3L/LxGpPtXAUqBnz5688MILlJaWsmfPHl566SUA+vTpwzPPPMO2bdsA+PTTT/noo48q/ZwtW7bQqFEjrr76aiZNmsTy5ctjyz7++GMWLVoEwFNPPUXPnj357LPPaNKkCY0aNWLt2rUsXrw4tt25c+eyc+fO2HZPpD+9evXiueeeY9++fezdu5d58+aV2yuszN13380111xDq1at6NSpE6tWrTpm+bhx48q1LVy4kBUrVhzziA8vgO7du7N+/Xo2bdrEF198wZw5cxg8ePAxfSgb48cff8yzzz7LiBEjgOTc1kT1L5Hk0B5YDdi/f3/scB/AwIEDy52+3b17dwYPHkx+fj7Z2dkUFBTwla98hY4dO3L33XfTv39/jhw5wimnnMJvfvMbzjrrrITbWblyJTfffDP16tXjlFNOKXcKeocOHZgxYwbXXXcdbdu25YYbbiAjI4PHHnuMvLw82rdvHzucl5OTw+233843vvENMjIy6NKlC08++WSl/cnOzk7Yn65du/K9732PwsJCAMaMGRM7fFiZdevWsWDBAt555x0AOnXqxD333ANE9uhuvfVWLrnkErp27fol3/XE6tevz8MPP8yAAQM4fPgwo0aNIicnB4BLL72U3/3ud5xzzjl861vfYufOnbEx/utfTbj55uTMDq/rv0SSw77sMFBYFRQU+NKlS4PuRsyePXto3Lgx+/bto1evXkyfPv2Ef0lXVFRUxKBBg47ZkwmbadOmMWPGDLp3707nzp25/vrrk77NiocKr7uu5meHn/g/E1n76Vpe+dYrNfehIkliZsvcPRR/bWkPLEXGjh3LmjVrKC0tZeTIkTUWXrXJTTfdxE033ZSSbaXqRpKqf4kkjwIsRWbPnp20z27VqlXo975SJdV3QFb9SyR5FGBSJ6Q6uMqo/iWSPDoL8SRNmTKFnJwc8vLy6Ny5M++++25Ktjt27Fg6duxYbnsPPvggM2fOBODmm2/mvPPOIy8vj8svv5xdu3Z96WeOGjWKzMxMcnNzy7VPmjSJN954I/Z69uzZtG/fnl/84hc1M5gkSsZZhdWh679EkijoK6mT9UjFTBxlc/mVlpa6u/v27dv9k+pMz3CCdu3a5WeddVa5+QUPHjzonTp18oMHD7q7+6uvvhp7fsstt/gtt9zypZ/71ltv+bJlyzwnJ6dce1FRkffr169cW0lJiWdlZZ3sUJLmZGfOqAma/1DCiBDNxKE9sJNQUlJC06ZNYxcdN23aNHbRbKtWrZg8eTKFhYUUFhayYcMGAF544QXOP/98unTpQt++fdm6dSsAd955J6NGjaJ37960bt2aadOmVbrdXbt2ceaZZ1Kv3tEf3xtvvEHXrl1jM0r0798/9rxHjx4UFxd/6Xh69eoVm5UjXnZ2Njt37uSf//xnrO2ss86q0l5dqgW9xxVP9S+R5FKAnYT+/fuzefNm2rVrx4033shbb71Vbvnpp5/OkiVLGD9+PBMnTgQiFzUvXryY999/n+HDh3P//ffH1l+7di2vvvoqS5Ys4a677uLgwYMJt3v48OFy4QXwzjvv0K1bt4TrP/HEE1xyySUnMdLINV9l126V8TS6BCOdgquM6l8iyZXyADOzK81stZkdMbOCCstuM7MNZrbOzAbEtXczs5XRZdMs0TxIAWjcuDHLli1j+vTpNGvWjO985zs8+eSTseVlszuMGDEiNktGcXExAwYMoFOnTkydOrXcbOyXXXYZDRo0oGnTpmRmZsb2zipasWLFMVMflZSU0KxZs2PWnTJlCvXr1z+pe3dBZOb4LVu2lGtr0qRJbM8yKOkYXGVU/xJJriD2wFYBVwB/jW80s47AcCAHGAg8YmYZ0cWPAmOBttHHwJT19ktkZGTQu3dv7rrrLh5++GH+/Oc/x5bF52zZ8wkTJjB+/HhWrlzJb3/7W0pLS2PrVJz/8NChQ8dsb/LkyVx11VXHTLXUsGHDcp8FMGPGDF588UX++Mc/Jpz7sDpKS0tjkxGXmThxIvn5+TzxxBMn9dknIp2DC45e/6XDhyLJk/IAc/cP3H1dgkVDgDnufsDdNwEbgEIzOxs43d0XRQuMM4Ghqetx5datW8f69etjr1esWFFu2qWy+3U9/fTTXHDBBQB89tlnNG/eHIgETHXdd999PPfcc9x3333l2jt06FBub+iVV17hvvvuY/78+TRq1CjW/sknn9CnT59qb/fDDz885uzEe+65h/Xr1zNq1Khqf96JSvfgKqP6l0jypdN1YM2BxXGvi6NtB6PPK7YHbs+ePUyYMIFdu3ZRv3592rRpU+6mkQcOHOD888/nyJEjPPXUU0DkZI0rr7yS5s2b06NHDzZt2lTt7bZv3z42AW+ZSy65pNyNKcePH8+BAwfo168fEDmR47HHHqOkpKTSW4eMGDGCN998kx07dpCVlcVdd93F6NGjOXjwIBs2bKCgoHwt58CBAwlnek+GoK7jOlGqf4kkX1ICzMxeAxLNSHu7uz+foB0g0TEuP057ou2OJXKokZYtW1ahpyenW7du/O1vf6t0+bhx4/jpT39arm3IkCEMGTLkmHXvvPPOcq+PN7NGo0aN+Ne//sWhQ4diYZSdnc2ZZ57J+vXradu2baW1qcWLFx9z+LFMWchW9OKLLzJs2LBywbdt27ZKb5dSk8IWXGVU/xJJvqQcQnT3vu6em+BRWXhBZM+qRdzrLGBLtD0rQXui7U539wJ3L0h0QkNtkZmZyeDBg+natWu5C5nvvfdeSkpKjvve8ePHJ7y9yPEcOnSIH/3oR7HXs2fPpm/fvtx8883V63g1hOVQYSKqf4mkRmCz0ZvZm8Akd18afZ0DzAYKgXOA14G27n7YzN4DJgDvAi8Dv3b3l4/3+ek2G71UTSpmh0+2dZ+uY9gLw5jScwqD/716fyyIBE2z0R+HmV0O/BpoBrxkZivcfYC7rzazucAa4BAwzt0PR992A/Ak0BD4S/QhtUhYDxUmovqXSGqkPMDcfR4wr5JlU4ApCdqXArnHvkPCrjYFVxnVv0RSI53OQpQ6pDYGF+j+XyKppACTlKqtwVVG13+JpI4CTFKitgdXGdW/RFJHASZJVVeCq4zqXyKpowCTpKhrwQWqf4mkmgJMalRdDK4yqn+JpJYCTGpEXQ6uMqp/iaSWAkxOioLrKNW/RFJLASYnRMFVnupfIqmnAJNqUXAlpvqXSOopwKRKFFzHp/qXSOopwOS4FFxVo/qXSOopwCQhBVfVqf4lEgwFmJSj4Ko+1b9EgqEAE0DBdTJU/xIJhgKsjlNwnTzVv0SCUS/VGzSzqWa21sz+18zmmdlX45bdZmYbzGydmQ2Ia+9mZiujy6aZmaW637XNxo0wZgy0bw+zZkWCa+NGeOghhVd1lNW/dPhQJPVSHmDAAiDX3fOAD4HbAMysIzAcyAEGAo+YWUb0PY8CY4G20cfAVHe6tlBw1SzVv0SCk/IAc/f/5+6Hoi8XA1nR50OAOe5+wN03ARuAQjM7Gzjd3Re5uwMzgaGp7nfYKbiSQ/UvkeAEXQMbBTwdfd6cSKCVKY62HYw+r9guVaAaV3Kp/iUSnKQEmJm9BpyVYNHt7v58dJ3bgUPAH8velmB9P057ou2OJXKokZYtW1az17WLgiv5dP2XSLCSEmDu3vd4y81sJDAI6BM9LAiRPasWcatlAVui7VkJ2hNtdzowHaCgoCBhyNV2Cq7UUf1LJFhBnIU4EJgMDHb3fXGL5gPDzayBmZ1L5GSNJe5eAuw2sx7Rsw+vAZ5Pdb/TnWpcqaf6l0iwgqiBPQw0ABZEz4Zf7O7Xu/tqM5sLrCFyaHGcux+OvucG4EmgIfCX6EPQHleQVP8SCVbKA8zd2xxn2RRgSoL2pUBuMvsVNgquYKn+JRK8oM9ClGpScKUH1b9EgqcACwkFV3pR/UskeAqwNKfgSk+qf4kETwGWphRc6Uv1L5H0oABLMwqu9Kf6l0h6UIClCQVXeKj+JZIeFGABKy2F8eMVXGGi+pdIelCABaxBA/joIwVXWKj+JZI+FGABM4NXX4V6QdyZTapN9S+R9KFfm2lA4RUeqn+JpA/96hSpBtW/RNKHAkykisrqX5UdPszIyKBz586xx7333gvA17/+9VR2M2WmTZtGhw4duOqqq074M1auXEl2djaPPvpoDfYsYtSoUWRmZpKbW/k0qlVZR9KXHb0dV+1SUFDgS5cuDbobUous+3Qdw14YxpSeUxj874OPWd64cWP27NkTQM+Ccd555/GXv/yFc889t0rruzvuTr0Kx8wXLVrED3/4QxYtWlSj/fvrX/9K48aNueaaa1i1atUJr1PXmNkydw/FMXLtgYlU0YnWvxo3bhx7/rOf/YzzzjuPfv36MWLECB544AEAZs2aRWFhIZ07d+a6667j8OHDFBUV0aFDB6699lpycnLo378/+/fvZ+/evVx22WXk5+eTm5vL008/DUBRURHnnXceI0eOJC8vj2HDhrFvX+SWe0OHDqVbt27k5OQwffr0WH9mzpxJXl4e+fn5fPe73421J+pPvOuvv56NGzcyePBgfvWrX/HLX/6S3NxccnNzefDBB2PrlY3hxhtvpGvXrmzevPmY709mZiarV6+u1ve0Knr16sUZZ5xx0utIGiv7q6i2Pbp16+YiNekHb/zABzwzoNLl9erV8/z8/Nhjzpw57u5+2mmnubv7e++95/n5+b5v3z7//PPPvU2bNj516lRfs2aNDxo0yL/44gt3d7/hhht8xowZvmnTJs/IyPD333/f3d2vvPJK/8Mf/uDPPPOMjxkzJrbdXbt2ubv7pk2bHPC3337b3d2///3v+9SpU93dfefOne7uvm/fPs/JyfEdO3b4qlWrvF27dr59+/Zy61TWn4qys7N9+/btvnTpUs/NzfU9e/b47t27vWPHjr58+fJYn8zMFy1aVOn3bdiwYX7qqad6UVFRpeuU6dmzZ7nvcdljwYIFCdfftGmT5+TkHPczq7JOXQIs9TT4HV6VR8pPozeznwFDgCPANuB77r4luuw2YDRwGLjJ3V+Ntnfj6A0tXwZ+EP1Gi6REVa7/atiwIStWrKh0+dtvv82QIUNo2LAhAN/85jcBeP3111m2bBndu0dqa/v37yczM5NevXpx7rnn0rlzZwC6detGUVER3/72t5k0aRKTJ09m0KBBXHTRRbFttGjRggsvvBCAq6++mmnTpjFp0iSmTZvGvHnzANi8eTPr16/nvffeY9iwYTRt2hQgtidSWX+ON67LL7+c0047DYArrriChQsX0qVLFwCys7Pp0aNHwve+8sorsT3K1atXk52dzcaNG5kyZQqfffYZzzzzTLn1Fy5cWGk/pO4J4jqwqe7+XwBmdhPwE+B6M+sIDAdygHOA18ysnUfuyvwoMBZYTCTABqK7MksK1cT1X5X9zeXujBw5kp///Ofl2ouKimjQoEHsdUZGBvv376ddu3YsW7aMl19+mdtuu43+/fvzk5/8BIDoXc5jzIw333yT1157jUWLFtGoUSN69+5NaWkp7n7M+sfrT3XHVaYs2CoqLS3llltuYf78+fz+979n1apVXHrppbRu3ZrHH3+cYcOGHfOeiy66iN27dx/T/sADD9C3b98q9Vdqj5TXwNz987iXpwFl//qHAHPc/YC7bwI2AIVmdjZwursviu51zQSGprLPIjVx/VfPnj154YUXKC0tZc+ePbz00ksA9OnTh2eeeYZt27YB8Omnn/LRRx9V+jlbtmyhUaNGXH311UyaNInly5fHln388cexkyGeeuopevbsyWeffUaTJk1o1KgRa9euZfHixbHtzp07l507d8a2eyL96dWrF8899xz79u1j7969zJs3r9xeYWXuvvturrnmGlq1akWnTp2qdBLFwoULWbFixTEPhVfdFMhJHGY2xcw2A1cR2QMDaA7EV3iLo23No88rtoukTFWu/9q/f3+50+hvvfXWcsu7d+/O4MGDyc/P54orrqCgoICvfOUrdOzYkbvvvpv+/fuTl5dHv379KCkpqXQ7K1eujJ1gMWXKFO64447Ysg4dOjBjxgzy8vL49NNPueGGGxg4cCCHDh0iLy+P//qv/4odzsvJyeH222/nG9/4Bvn5+fzwhz8EqHZ/unbtyve+9z0KCws5//zzGTNmTOzwYWXWrVvHggULmDhxIkCVA6w6RowYwQUXXMC6devIysri8ccfB+DSSy9ly5Ytx11HQiIZhTXgNWBVgseQCuvdBtwVff4b4Oq4ZY8D3wK6A6/FtV8EvFDJdscCS4GlLVu2rEK5UuTLHT5y2C986kK/4+07Tvqzdu/e7e7ue/fu9W7duvmyZctO+jPL1JaTEXbs2OHXXXedt27d2u+5556gu1PnUNdP4nD3qu7PzwZeAn5KZM+qRdyyLGBLtD0rQXui7U4HpkPkOrDq9VoksZqc/3Ds2LGsWbOG0tJSRo4cSdeuXWugh7XLmWeeyWOPPRZ0NyQEgjgLsa27r4++HAysjT6fD8w2s18SOYmjLbDE3Q+b2W4z6wG8C1wD/DrV/Za6qybnP5w9e/ZJf0ZlWrVqpYtxpU4J4izEe82sPZHT6D8Crgdw99VmNhdYAxwCxnnkDESAGzh6Gv1f0BmIkkKa/1AkPaU8wNz9W8dZNgWYkqB9KaDJyiTldP8vkfSlqaREjqOq9a8pU6aQk5NDXl4enTt35t13301J/8aOHUvHjh3Lbe/BBx9k5syZAPzpT38iJyeHevXqUZ25QQ8fPkyXLl0YNGhQrG3SpEm88cYbsdezZ8+mffv2/OIXv6iBkYhUn25oKXIcVal/LVq0iBdffJHly5fToEEDduzYwRdffJH0vn322We88MILfPLJJ7EJcg8dOsQTTzwRuzYsNzeXZ599luuuu65an/3QQw/RoUMHPv/86GWbEyZM4Nprr+Xiiy8G4D//8z+5+OKL6d69Oz/60Y9qaFQiVac9MJHjqEr9q6SkhKZNm8ZmzWjatCnnnBNZv1WrVkyePJnCwkIKCwvZsGEDAC+88ALnn38+Xbp0oW/fvmzduhWAO++8k1GjRtG7d29at27NtGnTKt3url27OPPMM8vN7v7GG2/QtWtX6teP/G3aoUMH2rdvX60xFxcX89JLLzFmzJhy7dnZ2ezcuZN//vOfsbazzjqLXbt2VevzRWqKAkykEl92/68y/fv3Z/PmzbRr144bb7yRt956q9zy008/nSVLljB+/PjYhbs9e/Zk8eLFvP/++wwfPpz7778/tv7atWt59dVXWbJkCXfddRcHDx5MuN3Dhw8fc2uSd955h27dup3AaI+aOHEi999//zGfDZGLlt95551yba5pSSUgCjCRSlS1/tW4cWOWLVvG9OnTadasGd/5znd48sknY8tHjBgR+1o2zVNxcTEDBgygU6dOTJ06tdztRC677DIaNGhA06ZNyczMjO2dVbRixQqysrLKtZWUlNCsWbMTGS4AL774IpmZmZWGYGZmZmwWizJNmjSJ7VmKpJICTKQS1bn+KyMjg969e3PXXXfx8MMP8+c//zm2LH7C3LLnEyZMYPz48axcuZLf/va3lJaWxtapOIHvoUOHjtne5MmTueqqqxg3bly59oYNG5b7rOp65513mD9/Pq1atWL48OG88cYbXH311bHlpaWlsdn0y0ycOJH8/HyeeOKJE96uyIlQgIlUoqrXf61bt47169fHXq9YsYLs7OzY67IbTj799NNccMEFQOQEjObNI1N6zpgxo9p9u++++3juuee47777yrV36NChSntDn3zyCX369Dmm/ec//znFxcUUFRUxZ84cLr74YmbNmhVb/uGHH5KbW/6KlnvuuYf169czatSoao9D5GToLESRBKpz/deePXuYMGECu3bton79+rRp06bcXY8PHDjA+eefz5EjR3jqqaeAyMkaV155Jc2bN6dHjx5s2rSp2n1s3759bAb5Mpdcckm5OyvPmzePCRMmsH37di677DI6d+7Mq6++SklJSexEj6o6ePAgGzZsoKCg/B7pgQMHYietiKRU0JMxJuuhOzLLyVi7c63nPpnrz294/qQ+p+yuxcmwdetWP+ecc/zgwYPl2ocOHeoffvjhcd/761//2p9/vnpje/bZZ/2OO8pPaLx161bPzMys1udIeiNEk/nqEKJIAjU5/2GyZGZmMnjwYLp27VruQuZ77733uLc/ARg/fjyDBw+u1vYOHTpU7nqv2bNn07dvX26++ebqdVykhpjX0lNgCwoKvDozD4jEm/g/E1n76Vpe+dYrQXdFJKXMbJm7p+9fbnG0ByZSQVWv/xKRYCnARCqoyft/iUjyKMBEKghD/UtEFGAix9D9v0TCQQEmEkf1L5HwCCzAzGySmbmZNY1ru83MNpjZOjMbENfezcxWRpdNs/i5eURqkOpfIuERSICZWQugH/BxXFtHYDiQAwwEHjGzjOjiR4GxQNvoY2BKOyx1hupfIuER1B7Yr4BbgPiL0IYAc9z9gLtvAjYAhWZ2NnC6uy+KXiU+Exia6g5L3aD6l0h4pDzAzGww8Im7/73CoubA5rjXxdG25tHnFdtFapTqXyLhkpTJfM3sNeCsBItuB34M9E/0tgRtfpz2RNsdS+RQIy1btqxSX0XK7Ny/kzP+7QwFmEhIJCXA3L1vonYz6wScC/w9eh5GFrDczAqJ7Fm1iFs9C9gSbc9K0J5ou9OB6RCZSurkRiF1TbNGzZg/dL7uMCwSEik9hOjuK909091buXsrIuHU1d3/CcwHhptZAzM7l8jJGkvcvQTYbWY9omcfXgM8n8p+S92ik1xFwiFt7gfm7qvNbC6wBjgEjHP3w9HFNwBPAg2Bv0QfIiJShwUaYNG9sPjXU4ApCdZbCuRWbBcRkbpLM3GIiEgoKcBERCSUFGAiIhJKCjAREQklBZiIiISS1daLNs1sO/BRDX1cU2BHDX1WkGrDODSG9FEbxlEbxgA1O45sd29WQ5+VVLU2wGqSmS1199BPT14bxqExpI/aMI7aMAaoPeOoLh1CFBGRUFKAiYhIKCnAqmZ60B2oIbVhHBpD+qgN46gNY4DaM45qUQ1MRERCSXtgIiISSgqwBMxsgpmtM7PVZnZ/XPttZrYhumxAXHs3M1sZXTbN0uR+HGY2yczczJrGtYViDGY21czWmtn/mtk8M/tq3LJQjCERMxsY7fcGM7s16P5UxsxamNn/mNkH0f8HP4i2n2FmC8xsffRrk7j3JPy5BM3MMszsfTN7Mfo6jGP4qpk9E/0/8YGZXRDGcdQ4d9cj7gH8B/Aa0CD6OjP6tSPwd6ABkZty/gPIiC5bAlxA5O7RfwEuSYNxtABeJXItXNOwjYHIXbvrR5/fB9wXtjEkGFNGtL+tgVOj4+gYdL8q6evZRO7VB/B/gA+j3/v7gVuj7bdW5ecS9AP4ITAbeDH6OoxjmAGMiT4/FfhqGMdR0w/tgR3rBuBedz8A4O7bou1DgDnufsDdNwEbgEIzOxs43d0XeeRfz0xgaAD9ruhXwC1AfJEzNGNw9//n7oeiLxdz9K7coRlDAoXABnff6O5fAHOIjCftuHuJuy+PPt8NfAA0J9LfGdHVZnD0e5zw55LSTidgZlnAZcDv4prDNobTgV7A4wDu/oW77yJk40gGBdix2gEXmdm7ZvaWmXWPtjcHNsetVxxtax59XrE9MGY2GPjE3f9eYVFoxlDBKI7exDSsY4DK+57WzKwV0AV4F/iaR+6STvRrZnS1dB3bg0T+kDsS1xa2MbQGtgO/jx4K/Z2ZnUb4xlHj0uaOzKlkZq8BZyVYdDuR70kToAfQHZhrZq2JHJaqyI/TnlRfMoYfEzkEd8zbErSl5Rjc/fnoOrcTuUP3H8velmD9wMZQTWHoYzlm1hj4MzDR3T8/Tlkx7cZmZoOAbe6+zMx6V+UtCdrS4edTH+gKTHD3d83sISKHDCuTruOocXUywNy9b2XLzOwG4NnoYaglZnaEyDxjxUTqSmWygC3R9qwE7UlV2RjMrBOR495/j/6yyQKWm1khIRlDGTMbCQwC+kR/HpBmY6imyvqelszsFCLh9Ud3fzbavNXMznb3kuhh27JD7Ok4tguBwWZ2KfBvwOlmNotwjQEi/Sp293ejr58hEmBhG0fNC7oIl24P4Hrgv6PP2xHZFTcgh/KF0Y0cPXngPSJ7bGUnD1wa9DjixlPE0ZM4QjMGYCCwBmhWoT00Y0gwpvrR/p7L0ZM4coLuVyV9NSJ1xAcrtE+l/IkD93/ZzyUdHkBvjp7EEboxAAuB9tHnd0bHELpx1Pj3JegOpNsj+otlFrAKWA5cHLfsdiJn9Kwj7gw3oCC6/j+Ah4leIJ4Oj/gAC9MYiBSeNwMroo/HwjaGSsZ1KZEz+v5B5FBp4H2qpJ89iRx2+t+4n8GlwJnA68D66Nczvuznkg6PCgEWujEAnYGl0Z/Hc0TKHKEbR00/NBOHiIiEks5CFBGRUFKAiYhIKCnAREQklBRgIiISSgowEREJJQWYiIiEkgJMRERCSQEmIiKhpAATEZFQUoCJiEgoKcBERCSUFGAiIhJKCjAREQklBZiIiISSAkxEREJJASYiIqGkABMRkVBSgImISCgpwEREJJQUYCIiEkr/H85k1/LdecwNAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "display(Image('images/L18-ex1-static.png'))" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "Now, the behavior of this dynamical system becomes much clearer!" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "hide_input": true, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "text/html": [ "" ], "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sl.display_saved_anim('images/L18-ex2.mp4')" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "fragment" } }, "source": [ "The initial point has a large component in the blue eigenspace, and a small component in the green eigenspace.\n", "\n", "As the system evolves, the blue component shrinks by a factor of 0.9 on each step,\n", "\n", "and the green component increases by a factor of 1.1 on each step.\n", "\n", "Which allows us to understand very clearly why the dynamical system shows the behavior it does!" ] } ], "metadata": { "celltoolbar": "Slideshow", "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": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 1 }