{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "nbsphinx": "hidden" }, "outputs": [], "source": [ "%matplotlib inline\n", "%config InlineBackend.figure_format = \"png2x\"\n", "\n", "from __future__ import print_function\n", "\n", "import warnings\n", "warnings.filterwarnings('ignore')\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from matplotlib import rcParams" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "nbsphinx": "hidden" }, "outputs": [], "source": [ "rcParams[\"savefig.dpi\"] = 200\n", "rcParams[\"figure.dpi\"] = 200\n", "rcParams[\"font.size\"] = 20\n", "rcParams[\"figure.figsize\"] = [8, 5]\n", "rcParams[\"font.family\"] = \"sans-serif\"\n", "rcParams[\"font.sans-serif\"] = [\"Computer Modern Sans Serif\"]\n", "rcParams[\"text.usetex\"] = True" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Degrading a Spectrum to Lower Resolution\n", "\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1.0\n" ] } ], "source": [ "import coronagraph as cg\n", "print(cg.__version__)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Proxima Centauri Stellar Spectrum\n", "\n", "First, let's grab the stellar spectral energy distribution (SED) of Proxima Centauri from the VPL website: " ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# The file is located at the following URL:\n", "url = \"http://vpl.astro.washington.edu/spectra/stellar/proxima_cen_sed.txt\"\n", "\n", "# We can open the URL with the following \n", "import urllib.request\n", "response = urllib.request.urlopen(url)\n", "\n", "# Read file lines\n", "data = response.readlines()\n", "\n", "# Remove header and extraneous info\n", "tmp = np.array([np.array(str(d).split(\"\\\\\")) for d in data[25:]])[:,[1,2]]\n", "\n", "# Extract columns\n", "lam = np.array([float(d[1:]) for d in tmp[:,0]])\n", "flux = np.array([float(d[1:]) for d in tmp[:,1]])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's set the min and max for our low res wavelength grid, use `construct_lam` to create the low-res wavelength grid, use `downbin_spec` to make a low-res spectrum, and plot it. " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 936, "width": 1396 } }, "output_type": "display_data" } ], "source": [ "# Set the wavelength and resolution parameters\n", "lammin = 0.12\n", "lammax = 2.0\n", "R = 200\n", "dl = 0.01\n", "\n", "# Construct new low-res wavelength grid\n", "wl, dwl = cg.noise_routines.construct_lam(lammin, lammax, dlam = dl)\n", "\n", "# Down-bin flux to low-res\n", "flr = cg.downbin_spec(flux, lam, wl, dlam=dwl)\n", "\n", "# Plot\n", "m = (lam > lammin) & (lam < lammax)\n", "plt.plot(lam[m], flux[m])\n", "plt.plot(wl, flr)\n", "#plt.yscale(\"log\")\n", "plt.xlabel(r\"Wavelength [$\\mu$m]\")\n", "plt.ylabel(r\"Flux [W/m$^2$/$\\mu$m]\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "NaNs can occur when no high-resolution values exist within a given lower-resolution bein. How many NaNs are there?" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0\n" ] } ], "source": [ "print(np.sum(~np.isfinite(flr)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's try it again now focusing on the UV with a higher resolution." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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+nn1s8dltzXVMzjl7LABQDMFvAKAu4RoABq0T3XjvzGUnhL4XvaLzYLx5+or4o/mLl103u+QOAAAAAGCiCfsOWErpVyPibXE06H3CohbGAYCJ0Kl5InxK8BugFkFZAIDqzk8Pxjlp94rL/9vO7fHRuCheP3VtnJoOx9b8vLhi4TVxOGaGOCUwCrp2tgAAAADoIfg9IMcC3++Ko23ey4W8R+VonQA6AMWpHfxOgt8AdWieBACoJkfEr0x/YdX7/GhnU3x94/8aG9P88dt+c/qT8UtH3h45/+CAJwRGidw3AAAAAL06bQ9QopTS+yLi/RHxXXE0WJ2X+TphlZa+AKBIKdU7K1Y3MA4AAABVvTRtW/M+S0PfERHfnXbHBzf8YUwvHBzUWMAI0vgNAAAAQC/B74allD4eEZfEiYHvCAFsABiaTtRr7p6quR7ApJNFoCQa7Bk0B4JgwuWI01O98Pa5ne3xvbPfbnggYJR5ZwoAAABAL8HvBqWUfj4iLj72197ANwAwJHWbu+sGxgEAAKCq06N+a/fLt328wUmAUZddZQsAAABAj+m2ByhFSumsiPhgnBj4Xo2jdQAwIEnwGwCoSbaGQfMQA9YT/D5359cbnAQYdd6bAgAAANBL8Ls5l0TE2XH0/N1Koe+lh+i0gAPAgNRt/J4S/AaoRRgBoFnJUSMoVo4c08m+J1CNXS0AAAAAegl+N+cX1lje2wR+a0TcHBG7I+LpY38CAA3Q+A0AAADAuOt2Rb8BAAAAOJHgdwNSSudGxAWxfNv30sD37oh4Z0R8IOc8O7wJAWCy1A1wa/yuJuccSQ0lsETWQ0dBPJoBGCSflAL0w0sGAAAAAL0Ev5tx0Qq3LwbBc0TcEhEXCXwDwOB1ap4Wm3I6DQAAAIAR0XW1CAAAAAA9Om0PUIizl7lt6dG43RHxOqFvABiOusHvuk3hk8Y5R6CX1wUAgIq8cQL64CUDAAAAgF6C3814yQq3L7Z9X5xz3jPEeQBgwtVt/Bb8BqhDFgEAoJqZONz2CMAYEfwGAAAAoJfgdzOe3fP3E9q+c85XDXMYAJh0tRu/k+A3AEy61PYAABTttO6+tkcAxkhX8hsAAACAHoLfzTh7mdsW274/MORZAGDk5QGetHpi9lD94LfG70qccgR6DfJ1HQCgJKd197Y9AjBG7GkBAAAA0Evwuxm7V1n25aFNAQBjYpD5wM/d+XjtAPeU4DcAAAAD9Kzu/rZHAMaIxm8AAAAAegl+N2NnzWUAMJGOLAw2YJ1q9iFN6VGqRLMv0MurAgBANTNze9oeARgjjsEAAAAA0EvwuxkPrbJs09CmAIAxkdJgt103+F23KbwkA/ynAQomi0BJBvk+BQBmdz3V9gjAiHju6TNr3qfrUBUAAAAAPQS/m/GVlRbknFW4AECPNOB4cad247ezaVXIdwIADJYLaqBcZ6X9bY8AjIgf/t4z17zPgjcFAAAAAPQQ/G5Azvm2lZallF48vEkAgIj6wW+N3wA1ySJQkEFfoAbAZDszDrQ9AjAipjredwIAAADQP8Hv5nwqIlKcHHk4r4VZAGBy5RydJPg9SMqmAChZkr8BYIA0fgP9cAwGAAAAgF6C3835vRVuv2ioUwDAGMgDrIZN69j21DLB7+wMG8CaBvm6DgBQkjND8Bs4yiEnAAAAAOoQ/G5Izvm2iLht6U1xtAH8bSmlM9uZCgAmT8r1W7s1fp/80SUAVQgsAABUo/Eb6I+dLQAAAABOJPjdrF+Lo2HvXr8/7EEAYHKtp/H75HWFGU+m2RcAAKCeM9OBtkcAAAAAAGCMCX43KOd8a0R8MJ4Jfy+2fl+aUnpTa4MBwARJ6wl+J43fy13BBrAWl4MAAFRzVmj8Bo6yHwUAAABAHdNtD1CanPOlKaULI+L8xZviaIbqAymll+Sc397edABQvpTrh7c7cfK6TsKdTAs642L2wFx86Bub44ZNOyNHjot++LvjF3/8++P0jXaD+vXs2BOXTn823jB1TWyMudicvyfeO/9P4sruq8IlIwAA1Z2h8Rvog2MwAAAAAPSSeBiM10XE5hemM2wAACAASURBVIg489jfF8Pfb0spvT4iLs05f62t4QCgZJ11RLWXC36X5KzYF786/bn4+alrYybmY1P+3njP/M/Gtd0fbXs0aNz2PYfip999XezYe/j4bd/atDM+ftOj8de/8RNxxikbWpxuvGyMI/HnM++Kv93ZfPy2H0lb4r/MXBZnz/1KfHThosjSCBQkJRczMFgeYTDZNH4DAAAAALAenbYHKFHOeXdEvDIi9iy9OY6e23tpRHwlpfRASulNKaUXD39CAGjXYPOB9Tc+tVzjdyFhxo1xJD488/vxlukr4vlpZzw37Ykf79wXH5l5V/xM5/q2x4PG/etP3H5C6HvRAzv2xb/7m7tbmGh8/drUlSeEvpf63ekPx3Ni1qcjAABUsTAfZ6SDbU8BjBH7WgAAAAD00vg9IDnnTSmlcyPiqxHxijh6fG7xGF2KiJdExAciIlJKuyPiKxGxKSIeioidEbF7yPNeNczvBwCDknL91u6SG7//1dRn4/zOpmWXvWvDByMOvjXi1LOHPBUMxr7D8/GNh55acflX790e3W6OTkfnahWv6XxnxWUzaSEu7Nw3xGlg8Kq8MuScNYMD0L/De9a+D8CYeGD73th3eD7OOfOUeMHZp7Y9DgAAAMDEEPweoMXm75TSlyLiongm+L00AB4R8V0R8fohj7dUDo8FAAqR1xH8nlqmR6mUZqW/N3XnistOTUcitt4U8QM/WWlbhZSgU7Br7nsyuqs8TncfmIu7H98TL3vBWcMbaoy9emr1hvR/M/3JyPntQ5oGRkPOEXLfAPTt0FC7PoACjOIxmPu3741//Ynb485ts8dve+0PnRN/9Avnx1mnbmhxMgAAAIDJ0Gl7gJKllF6bUropIl4XR3NjaclXxDMt4L3L2vgCgCJs2l7/RPpUwY3fF3buX/0O37hsOIPAEOzcf3jN+8wenBvCJOMp95ksODvti1zMZTJQjUc8ALUcFPwGntHvvtco2LX/SPzUH117Qug7IuKqe3fEK/6vL0V3tauwAQAAAGiE4PcApJTOTCl9PCK+HBEXxPLh6tVC4MP8AoCizB05VHvdzjLB7zE8B1fPvh2V7yrgyajrdNa+rrE7MU/uweu6jpTCVGnyHseQDgAj4NDs2vcBWGLUjsFcdtUDKy7r5ohP3bp1iNMAAAAATCbB74allM6KiFsi4vXxTLB7rSNzWr4BoCGveMHptdctufF7TR0fxQvUkyO5pJSJ4yEPQC2HNH4D4+1D1z+86vLfuvyO4QwCAAAAMMGm2x6gQLdExHnH/nvxXLCQNQAMyZkb6oe3l238LiDalaoE2qe8LQSO6rfIONvdYUi0bAMw9jR+A0tUeXvrLTAAAAAAvSR8GpRS+ngcDX0LfANASzrdufrrFtr4PRPza9+pj8ZvJx2BpXJoPwYAqETwGwAAAACAdRL8bkhK6dyIuDiqhb7lIgCggm43R6fT33VU6wl+Ty3zK7qEkPPGqPAzmZoZ/CDAWOj3Za8bnegU8FrJ6BvW7+QSfvcDMKIO7m57AmCEVPmUOW9NAQAAAOjVaXuAgrxryX+vlFBbLMNLI/QFACPrqf2H+15nfq7/dRZ10gQ3fk9Vvx7QSUcAJp1wOAC1zB9qewJghJT6nvLrDzzZ9ggAAAAARdP43ZzXxzOh7uUsXfaViPhyRNwaETsjYrHqZecgBwSAcZNqXKO0ZUf9BrWpKDP4vTGOrH2nzobBDwIjpNQT7M2r0ECXU6WmOlgvjzImicc7FKq70PYEwIg5K/bFG6e/EP+oc0NMRTe+nV8S75v/mXgwvzAiIvIY7ry+5WO3xTf+99fGs2acggQAAAAYBEddGpBSet0qi5c2fH8lIi7NOW8eymAAMKIGec7qa3dvi1+ZqbduqcHvmVSl8bt68HscTzoyWepcNMIzlj7HOxWih10/bwCAanKZ+5xAPacs7I/LZ/59/EBn2/HbXhKPxz/u3BAXH/nduDOf1+J09e0+MBe3Pzobr37Jc9oeBQAAAKBInbYHKMQFK9y+GPrOEfH+nPNPCX0DwGDNxFztdTvLBL9LyDhvrPIz6bgeEDjZdKzdSpkjFfFayehz4RGl8EiGCZY1fgPP+Gd7/vSE0PeiU9JcvGfDZTHO7xre87UH2h4BAAAAoFiC3814yTK3LQ1935pz/vXhjgQAk2lDhZDiSpYNfo/xSbZFlcLwU9Vr0sf/J0Lpqjxvk5LqFS396U1VCn57XaAsHs+MAr+moFBdwW/gGT96+OYVl72osyNenJ4Y4jTNuv7Bp9seAQAAAKBYgt/NePYayy8eyhQAQMzEfO11pwqNelULfm+IiIgkDcuEUBxczdQyF8T0yuKJDMkoPW1LuDAMgBbktd9bARPi8L44Z2H7qnd5w9Q19l0BAAAAOMl02wMU4uyevy+2fUccbft+eLjjAMDk2rCO4Peyjd8FnGDbmCoEvztTERGRS/gfZmLlnOMTNz8a/8en72p7lLG29GWgavDbawcAQAWC38CiCq8Hz43ZIQwCAAAAwLgR/B6sHBEfb3sIABg1vS2ZL0w74pXp/sjRieu6L4udcebxZTv3H4kj890469QNcerM1Jrb3pDW0/i9TPC79tZGR6UW9KmZytuT72RUvffqh+IPvnhf22MUZToW1ryPxm+Gxe8fAMae4DewqMLrQYrsk2YAAAAAOIngdzN2r7Ls1qFNAQBjphPdeMf0n8Ubpq6O6XT0hNeBvDHePf9z8b6Fn4lf/8tb4uYtuyIi4oxTpuONP/HieMvrfiA2THVW3GbTjd/f2TYbrzrvObW3OQpmokrj94bBDwIDtOXp/fGfviT03bTlXhd7HW38HsIwMCQa7AEYmO7aF9UBE6JK8Ns1tgAAAAAsY+XUFP3YVHMZAEy035z+ZPzz6auOh74jIp6VDsfbNvx/8bOd646HviMi9h6aj8uuejB+73P3rLi9fYfnq7Vbr2C5xu/bt652fdd42Fgl+J36eFsoD8cIumHzTuHjhixtlJuuFPyG4RiltkOvNwDUkgW/gWO6ax+/SpG97wQAAADgJILfzbhplWU7hzYFAIyJI/PdmI75eOPUF1a8z69NX7ns7R+6/uF4cMe+ZZfdtW12XY3fywW/SzjBtjFVCH4fC9MldVKMqX97xV1tj1CkqbR2OKlrtxIAoJoKDb/AhKj0CQAFHJQCAAAAoHHO0Dfj1pUW5Jz3DHMQABgHt2+djR/r3BenpcMr3udHOlvizNi/7LJvbnp6xfXWE/xOqcwTapUav/v4yPFRalyFRYfnhWiasvSCl+UuiDnp/lHGRTKMPo8zSuEyO5hgfex3AYWr1PjtPTAAAAAAJxP8bkDOeXNE7F7869JlKaUXD3seABh13Zzj73TuXvN+56Rdy97+u59Zudl3Q2q48bv21kbHTJUwvOY5JkwJz+1hmI4q4SQRRgCASux3AYvy2vtayZ4rAAAAAMsQ/G7OB2P5xMMFwx4EAMZBlZNXuUaYcKZSSHF5VZptx9FMlcbvPgII2qZgclR5XexG8kkAAABVCH4Diyp8AoA9LQAAAACWM932AAX544j4rWVuf0NE/PWQZwGAkdcZQPA7RcSGKu3WK+gs1/g95DNs3W6OL3znibjyzsej283xshecFf/y1S+KM07ZUHubGxsOfgOTo0rwO0dyQQgAQBVN7XflHJF86gqMtUrBbwAAAAA4mcbvhuScN8eJrd/52H9fnFJ6UWuDAcCIqhL87tY4xbWe4Hfbjd/zC9345T+/KX7jo7fGlXc8Hp+/64n4gy/eF//gP10dj+48UHu7M6nhxu/akwDjZqrCpyh4TWBYXGAAwNirEPQc6naA9nSrHb96bPfBAQ8yOO+7+qHI3sQDAAAANE7wu1lvjYjdPbeliPhkC7MAwEhLFaKCVcLhvWaqtFuvYLng9zA/VPe9Vz8U197/5Em3P7XvSLz5r26tvd2ZKmF4jd/AMUvPy09Xbfwe4DwAAMXIDQW27b/B+KvwepAixw2bnx7CMIPxri/cGx+4dlPbYwAAAAAUR/C7QTnn2Yh4Q5zY+h0R8cqU0hfamQoARlOVmGC/DdxP7TsSG1L9xu+2o4ufv+uJFZfdsXU2ttVsedpYJQwvOAAso1Mx+A3DMKyLsZQSAjAwTe13NRUgB4Zix95DccuWXXHn1tnodo+92azQ+J0ix/UPjm/wOyLinZ+/N/Yfrn+sDgAAAICTCX43LOf8lYj4gzgx/J0i4idTSjemlF7U2nBA61JKZ6eULjj2dV5K6ey2Z4JW5Gpt3v0Gvz97+2PV2q0b+n5Nmlvoxj2P71n1Pp+8+dFa267Ugt5HAMHH9FICj+NqpmPtUFGO5OfJUIzSw2yUZgFgjHQbCmw3tR1goI7Md+P//Mxd8Xd//2vx8+/7Rvz0e66L//4/fz2++dDTEd21j8OUcontjQ/vbHsEAAAAgKIIfg9AzvltEfHVODn8fWFEbEopvTel9OJ2pgOG6VjQ+60ppVtSSjkidkXELce+HoqIXSmlXSmlT6aULhEEZ1LkyJVaZKcqBA6XOrLQjQ19rnPi92sv+N2tkCDb8vSBWtvemDR+A9UtbVWeStUav2VgAQAqaOrKIY3fMBbeceXd8ZFvbokjC8/sV923fW9c8pGbY9vO1S/+P6qMPa2PfOPhtkcAAAAAKIrg94DknH8yIj4VJ4a/49jfL42Ih1JKX0wp/RshcCjPscD3J+No0PtdEXHBKnc/OyJeHxHvj6NB8PenlM4bwpjQqkE0fs8tdGPDOhq/lwujl9Do2Xjj9zpmgVGRUindaYNV5XXYawLD4rHGJPF4h0I1FdjW+A0j7/HZg/GRb25Zdtnew/PxmVvX/lS3Ui6x3bKzXpEBAAAAAMubbnuAUqSUzl/m5t+LiHPjaOAzx4nh74iIi459vetY8GTTsa/dEbHz2J9DkXP+7WF9LyhdSun1EfHBOBrojoi4PCI+HhG35pw3HbvPeXH0teEX4mjoe6lLIuKSlNJ/PPYJAlCkKievpvts7+7mvK7gd5uN34M0U+VnIjjAmHh63+H4s+s3x1X3PhkREa8+7zlxyd93vVSTll7wUuV1OEcq4iIZWJQLCdgAMIKa2u/y5gtG3lX37lh1+fUPbI/f2LD6Nkq5XHnvofrH6gAAAAA4meB3c26N1QuZlh6j6w2AL3pJRLSVWhH8hgaklC6Jo83dEUcD329bDHsvdey2TRFxeUrp7DgaFO8NgL81pXRRRLwu5zy0C0FgWKoEv/sNYuccMZPW0fidFq/TeuZX9OW3bI03/4OX1t7mKNjYdOO3jAEteXrf4fjpd18Xj80eOn7bPY/viU/ftrXvbWUP5EqmKgS/u5FCNy3D4HkLwNjrY79r9e0M7sLdGzfvjP96x2Ox0M3x8hecFf/0ghfGzLQPDoV+/fn1D69+hwrP41Iav0sJsAMAAACMCsHvZlU9frV4v+WO2rVxDKyMo4fQsp7Q96U55w9UWe9YqPvinvUXXRARt6SUXin8TWk6VYLfqdv3b6n1NH5HHA2bL8TU8b9vfmp/PLn3cDzvjI3r2m6bNqZmg9/Qlt+54q4TQt+Ldh2o8BinlioX4GSn8ZlAWsEBqKWpwPYAPrEp5xy/+Ynb49O3bTvh9vde/VBc/uuvjnPOOKXx7wmTbLrCvpY9LQAAAACWo6qjWXmFr5Wknq/VtjGoL6ABKaUL4pnQ9sVVQ99LHVvn0mUWnRcRX13HeDCSOhVOcFVpmu213uD3coH0W7bsWtc22zZT5WfSR4uqsBttWOjm+PoDT7U9xkRY+gyvGvxWxMwweJgBMPZGuPH7Q9c/fFLoOyLikZ0H4i1/dVvj3w8mXZXjYsU0fkuwAwAAADRK8Lt5vWHufg5pLbfuIL+A5nzy2J//Med8ed2NHAt/f2WZRReklHrbwGGsVWr8rnASbKluzg0Ev0/+nu/8/D3r2mbbNobGb8bfHVt3x77D63t+079+X4cBAFhFt6ngd/Pv0T5z+2MrLrth8854YplP3gHqq7KvVUrwexT9wRfvjV37j7Q9BgAAAEAtgt8A65RSemscbeXelHN+WwObvHiF2y9JKZ3XwPZhJFQ5eVUncFip3brP7znuJ4JmBL8pwMG55lsNWV5eUt9d5ZMXOtEVR2AohtUsr8EegIFpqqm72+x74243x+2P7l71Psu1gQMrW+stZZV9Le09g/NfvvZQ/LMPfisOHHGBOQAAADB+BL+bl8foC2jGbx/7s4nQd+Scd0fESq3hWr8ZSQvdHFfe8Xi84Y+/Gf/dH10bv/Qn34qv3bvjhPDgUofnugMLfq+38bvEdttqjd99BAe8i4CJMV3hNXEquoKyTByPeQBqaeqC24Yv3F2o8Ivtnsf3NPo9YdJVO/5UxpvONKIR9nuf2Bv/+SsPtD0GAAD8/+zdd3wcZ50/8M93dyW3xJadBgmk2LkEQiixCYQQyBEcjrsD7gA7HO24QOIEAvfjINhwB8cdJcFJIBw1cXovcohDEqfYSey4F8m9W8WyLNlWsSSrrLbM8/tjV9ZqtTv7zO603f28Xy+9bM2MZh6ttszM83m+DxERkWUMfhMRFUBEZgGoAtCllMoW1s7HrVmWzxSRKhuPQ2SLX764Czc9Xov1jZ3Yc+Q4Vu3vwLUPbsBdy+tHbTsQieObj9UioBX8tl7FrEIKq3wWKLHgt1IKlcKK30SkL/XdOSC53xt03s+JbMGnGhERFTu7KnXbXPFbZ0BTwJ+5zbLWOxhDU0c/jvSEvW4K5UF3kG0pEB+/f6yqa/e6CUREREREREREloW8bkAJaQC7oYnK0dXJfxfYuVOlVK1kvyM+E9krghO5buW+dty/qiHjutte2Y0rLzgNF5058cSyWxbvAgAEJPfHZrZOMJPXByp1qlubKJVOtVSVOlXQLQS/ecJDVD5CGgNwAjCg+M5ARERElJttFb/tDX5H4rnbZXYdTu6Kxg3cuWQvHl5zAL2Diev9Ky84DT/+x3fib8442ePWkS6dwgM612PFwM/vHtsPcTYDIiIiIiIiIio+DH7bRCk1zes2EJEnrkn+O1dE5gKoBXCrTdW/lyIR8k73BTD4TT6yfO/RrOuUAlbubzsR/FZK4dWdhwEAIY0wstUQtlJAhU7I2cZjFoMxOmF4VvwmvyuhXLFhKCzf14a244OYODaEj7/zDFQE/TkZk857Iit+k1vcGmDAZzQRETnGrsC2zddva+s6cm6zq5XhSL/45Yu78ODqxhHLlu9tw/6jvXj+O1dgyoRKbxpGI6gcpfRDGjPWlUzwmwNHiIiIiIiIiIhsxeA3EVFhqtK+nw6gWkRm2xD+rkXm4PfUAvdLZKt7VmSu9j3klsW7MeejifFRzccGcKRnEIBeQDtosYNrR0uPXnVrE1JicS+lNKug68ztbX1TIkpT19aLbz5ag71Hek8sO6tqHH77L+/DpedO8bBlw1Jf47rBb74vEBEREWkwbApsG/aGQQ91DeTcpr130NZjUn4a2/tGhb6HHOoawII36/HDv3+Hu42ivOhU/A4KB+kTEREREREREdFo/iwrR0RUBEQkPfSdar4Nh8hWbonBbypaA9HhzukKjVC3lQ6u3Yd70DsYY8XvdEYMIZ3H0ebgAJHfeZFT7h2MYc7DG0eEvoFEQOPGR2rQ2p07cOM2nQpzARgMfpMr/PQ881FTqAix6CVRGbOrUrddlcOTdN6X/PQ5XM5W7m83Xf/G7uyzspG/hDTuP5VKxW8iIiIiIiIiIrIXg99ERPkzK8tpRzi7K8tys8A5UdHQ6byyEsL+0V+2IQADQSmsN7pCCguO+05MsyqbhQCCYtyNvGB3SM6Dp/GyPUdR19aXcV1HXwTPbW5xuUVZjKj4rRf8JnJDNM7nGhERFTm7Att2VQ6nojP/pd2m6/ccOe5SS6hQOtdRpRL8Ti0EQUREREREREREhWPwm4gof50m67KFtokoSacyt27wuz8Sw6amroKrfQPAWEQK3oevxDV/n2TwmwUoqVz0hKOuH/OxtU2m6+9dUe9SS/QFNRLyQRgcEEKu2NB4zOsmEBERFca2it/2Br95HUjkPp1Qd6kEvzv7SuxeGxERERERERGRxxj8JiLKk1KqC8DSLKsX2HCIbJW9GSqnklAhOhW/9Tq4Vu/vAABUMvg9inKi4jfzneSFEnjeranvMF3f3uu/9x+d92EphT8OFQW3KgUqftAREZFTDJs+y+yqHG7lkK4fkai06RQ7KJXgNxERERERERER2SvkdQOIiIrcbACvAZiesmyhUmqeDfuelmW5/8qBEuXBzspGMSPRBe1Uxe+ecAwDkTjGVQYL3r/rYmG97dKC32MxiC8El+FvpBlRhPBM/CPYrqY60EAibzDXmV1q9e6QxiCdABQfT3KFn6qRMhxOheDTh6iM2RXYtitAPkRyf8oafPPyBf4VSofOIFsGv4mIiIiIiIiIKBMGv4mICpCs+j1DRKYDmAqgVillVzD7/VmWb7Rp/0SuS+0n1glpBzSqHwHDfdS2BL8lkrEn9Ud/2Yo7v/A+iEaHuK/ENSsIJwMICsA5chjVlT/D6TI8wcC1oVdwb+zv8YvYVx1oJJH7FCMTWnTeh3Uq1RHZYehVOxF9+HLwNZwfOIRBFcLC+JWoVRd42jYiuxXZGScR6bIw05L5fuwNg+q85zD3TWSvoMY1KYPfRERERERERESUCYPfRBmIyBIkQrczbAzxOkZEZiJReXoqEu2uSq7qAtAJoBbABiQqUfv+9ylGSqlaJB5nO03PsnyJzcch8kSFVmUja53iFVJ48Pvhyvn4SuRHWGlcjNTu70WbW/Cvl5+L6WdPLvgYblJRaxW/AzCwoOI3I0LfQ64LvYStxjQoXGVnE4k8weBKdqmPjc77sAgfzP1He9E3GMNpJ4/BmVXjvG5OSbtADqK68n8xSfpPLPtS6A08EPs7/G/sax62jIiISINhU/Db5orfOuObWfGbyF46Fb+DwkG2REREREREREQ0GoPfRGmSoe+ZyW+nA/BlUFpEpgKYB2BOhtX1SIS+q5AIg08FMAvAfBGpBzBfKbXArbaSdSIyK9s6pdRCN9tC5BSd6ty6VWQfWNUAAKi0oeI3ADxaeSt+HL0Wj8avHrF85b72ogt+Iz6ot12yE/9CHMCFgeasm30muMqOVhF5jrmV7FIfGp0wQgBG2T6e+4/24ieLtmNNfQcAICDAp997Jn72mYsxaXyFx60rPWJEsKDiNyNC30OuDb2CTcb5+Kvx4YKPU6ZPZyIicoNtFb/tDYNecMbJObf51HveausxKT+qXE+8i1Cuv5TOPS9W/CYiIiIiIiIiokwCXjeAyC9EpEpEajAc+vYtEbkbQB2GQ99dAG5DokK5KKWmKaVmJP8VAFcDGAoLTwVwt4gcMwsXk+e+kGX5ba62gshBIa3gd+4OrpoDnVhb3wlAL0yu66ehh3G2HBmx7DdL9tq2f9fE9ILfKhkcmJ1jUoGZwU3saCYqIzphBN1BOqWmuz+Kbzy04UToGwAMBTy3uQX/76lNiBt8r7Tb5O5dODdwJOv6TwXXutYW/nXJaXyOEZUoZVOI0+bg95hQ7m6Ct08Zb+sxicpdUHRmwmPwm4iIiIiIiIiIRmPwuwSIyJ9FZEPy38+JyESv21RskgHoBiQqfPuWiMwUkWMYWeV7nlJqslJqnlKqNtPPKaWWKqVmA5gGYGibKgDVIlItIlXOtpysSP49soXyb3WzLUROqtDo4NKZ0vbl7YeH92lj8LtC4rg8sMO2/XlFNIPfQ8GBS7DHwdYQUTFIHdyhE+oOQEGVYUTxyQ1NONAxuvI0ACzb04Z1KYFwssfUxqdM138iWONSS4iIiPJk2BTitGs/ROQZVvwmIiIiIiIiIqJ8MfhdGr4AYAYSYeBqAMdEZJ+I3Coi7/O2af6WDFLXIPG4+Tr8LCJzACzBcDu7AExTSmlXgFZK1SulZgCYl7J4FoAahr995UdZlt+glOpytSVEDtIJaWfrBEsNJd6zouHE/yttDH4DwHdCz9q6Py+ouLXgt5RheJOIstMJGgRgoBwnAnhha6vp+ld3Zq9MTfk55dgmr5tARERUGLsqddtVOZyKThmedpcsBr+JiIiIiIiIiChfDH6XhhkAbgOwCYAkv6YBmItEoLdDRG4RkXM9a6GPiMh0EZkrInVIBKl9XeUbOBH6vjtlUReAGUqp+nz2lwyLp4a/pyLxXJmafyvJDskA/pwMq2qVUgvcbg+Rk3Q6r6x2cFVK7uB3jxqnvb+zpASqtcYiettZqBhXjgFPKj18GmeX+tjoVvwuR9sOdZuuf3B1ozsNKSvidQOIiIgKY1dg264A+dDuyvN0jshZOV5XDH4TEREREREREVG+Ql43gAqnlGoA8EMAEJFJAGYiUQV8JhLVoScjEfKdl6xuPU8p9YZHzXVcMjg7BYnffejfqQCuRuIxKSoiMhMjQ99AAaHvIUqp20RkGoZDxlORCMJPK2S/VLB7MLr6fBeAj3vQFiLbqZRerwrNKrJW6FQRP47xmIgBS/starGw3nY2BwfIfzr7IvjTG/vx+Pom9EfieNvkcbjxymn40gfORiBQfmFKxXSLFr3gt1Gm0W9ym3Jr7Dqf0ERE5AQ7zz8tDNwlIn/SCXXrXI8REREREREREVH5YcXvEqOU6lZKPaOUukYpNQWJsPMzGK4E/n4AS0XkSRGZ6GVbnZAMSR8DUAegBokgczWA+Rgd+u5CIhA/GUCti83UlqzAvSRt8Q2Fhr6HKKVuAJC6r6kiUm3Hvsm65PN3VoZVH1dKdbndHiKn6YS0Q1k6uEQyh1S1gt9qfM5tSopuxW8Gv0vaYCyObzy0AfeubEB/JNG53HxsAD9etB2/f32/x63Twxyme1IzSSHRGaSjGKQnd2T5/PcCn/JERGSZnWFtuyqHU9HhOUjp0Cl2UCFx8GqYiIiIiIiIiIjSMfhtIxE5TTVQJAAAIABJREFUV0SuE5HP+SVUrZR6TSk1G4lw841IhHwFwGwA9SJyjpftc0B6peR0XQAWApitlJqslLrN54Ha9BB2rVJqgc3HuCHt+1kikil8TM5Lr+wOJJ6rvhyYQFQoncpG2TrB4obCS9taYRgjO7/0Kn6P02tgqYiz4jcBj6w5gE1NmU957ly6Fw3tfS63yHvsOs8udXYGnTCC1dkZiPKlxJ1bGFEj93M6HGXgjoiILLIzrK3xWUVE/qZbzZtVv4mIiIiIiIiIKF3I6waUChH5OIBX05bVA1iKROXppUqpRg+aBiBRCRzAAgALRGQOgLsATAFQIyIzlFIHvGqbQ7oAdCIRdK9H4m+wsZgCtMm/0/S0xfPsPo5SaqmI1KYd6x4RWerzUHxJEZH5AKamLb5BKbXQi/YQOU8lqxaZMwuHf/OxWlz01pHjrCpzBL8NJehT+sHvmHJvjJxjVbssVvwWxmFL0tr6DtP1Gxo6cd6pE1xqTX5sr/PLp7oW3enH+XCSGwKBoMZWhT8bD3YO5Nxm+Z42XHPp2ws+FhERlRE7B9vaXPG7vr3X1v0RUW66gW6dazIiIiIiIiIiIiovDH7bZz5G51GmISXIKSJdSATBl8DDILhSaoGIDAXSpyTbc4EXbbFbMiTrn/m/CzM/7ft6pdRSh451K0ZWF69KHj+9Gjg5QERmApibtnieA9XdiXyjQrPTKphju52tPWn7NQ9+RxFCGJVaxx7a3k/y+oCLD+ptZyGEwKmli8/SXUdN1//wL1vLLsCoGFXOLuWh0QkjcMAIuaUylHtAllvBmL5I7llGiIiIRjBs/Iyyecam1fvNB4oCgJTMLVcid+S6SiqW4HfvYAzH+iIYWxHEaSeP8bQtRERERERERESU4K80U3Gbjsz38lLviE8GMCv5NRQE34jhIPhmpxs5RClVLyIzAOwHME1EPquUetat45M5EZmLRPg61d1OHU8ptVBkVOfNHBGZx6rfzhKRqUi8B6Sap5S6zYv2ELkllCOgPSRoMUyYq4p4BCGEUaG9P78Fv/OKVsbCmjsfqvitsy1DnqXG4J+UstAJIwSg+LZArlCSO/itG6ApFN83iYjIMjvD2naGyAFU1zTn3IYDJ4nsFdSYCQ/wLvg9GIvjN0v24tE1B9AXSbThExed4UlbiIiIiIiIiIhopNy9pqSrPuX/guHclEr7kpSvyQBmIlFZuUZE4iLyiojcLCLvc7rBSql6APck23Kj08cjS36UYdlCh4+Zaf9z8t2ZiEwVkSUickxEVJF8HRORmmQFbrcw9E1lZSgYmKsy95CQZifYkNwVv4MIK/2K34MuBr9Hj7+xSTyitZlhITigFKuckvvsjpk8U3PI5j2WjtTHOtfMC4ltDNj/FyLKQII5N9E9xyiU4mgHIiLfqm/rxXef3ISL/vtlvPMnL+Mr967DhsZOr5sFKDsrfntbAZiICuf3it//89cduHt5/YnQNwC8uvOIJ20hIiIiIiIiIqKRGPy2zw8xOuwtaV+p67Jtky0Ifq5D7X41+e9Uh/ZPFonILIyu9l2fDOo76akMyzIF0HXNQuL5nP67+FkVEtX757lxMBFZgpGvvRsY+qZyUaHZaRWwWLWzMkfYK4IKhKEf/PZbxe+8xAa1NovHLHQk2jytuFOUUlixrw2Prj2A6o0HcTwc9bpJ5CPrGzvxwtYWr5vheyGdit+iEI4wfETOUxrzUrhV8Zu5byIifzrUNYDZd63Bos0t6I/EMRCNY+X+dnxxwVrvw9+Gfyt+E5H9cp256lxrAe6d36ba2dKDJ9YfdP24RERERERERESkh8FvmyilFmI4/K0b8tbZZigIXiciHSLylIhcZ2MQvCv5L4Pf/nFDhmVLXThubYZlVckgej7caLNTqp0+gIjcjcTre8hspdQCp49L5Be61YqsVjXKWfFbhawFv1X5BL9xoiNRI8lWBMHvo8fD+Kc/rsJX71uPHy/ajh8s3IoP/+p1/HULg7407E9v1HndBF9KDbTqDsBh9WNyhcb0GG5VRFSsck9E5Ev/89cd6OgbPetRzFD4j6c2e3vOYud1VBFck5EzeA5SPHL9pXSvtdya0SbVqv3trh+TiIiIiIiIiIj0lUCayT+UUreJSDWAGwF8HiPD1EPB7lSZeq3NtpmMRBXlWQAgIl1IhGuXAFiqlGrMo9lXJ/91upo0aRCRKowMAw9xPJWklKqXzEGKLwBYmMf+agFI8neaUmDz3NKplOrKvVlhRGQugDkpi2YnB48QlY0K0eu0slrxO1dnWAQhDLLid0ZiJThgZ6U6B8TiBm56rBZbm7tHLO8Jx3Bz9Racd8oEvPttkzxqHeUrd9zTup2tPejqj6BqvP77QrnRDtEq98MIVIYk99h1tyoiGsxcUQE0xjAQUR4MQ2FdfUfW9c3HBtDSHcZZVeNcbFUKZePgJAa/iYqe7rVWUNx/vf9y8S7Xj0lERERERERERPpKIM3kL0qpBgDzAMwTkUlIhHivTv6rEwRP7/6zGgTfiEQQvBbARqVUT7a2isjnAcxNHiNTtWdy3zVZlrv196kFMD1tWb4VvwEAySC142HqYpGsoD4/ZdHVSqliro5OlJcK7YrfFoPfOQLlUYQwoMor+C3x0dXuMm5nJTjg85DB9pYebGg8lnFdJGbgiQ1NePfb3u1yq8ivWrrCDH6nSa0iqB0y8Pn7ApUGpTFpmVsVEVnknojIfw509qMnbP458ExNM/7943/jUovS2Hm+ZLgzwwUROcfPFb+JiIiIiIiIiMjfij/N5GNKqW4AzyS/YEMQPFfV8MnJ/Z6oGJ2s4Fyf8gUkqi/PBFCV8rMb9H4rctjsLMvdqshej9HBb4jITIaTCyciMwFUpyxi6JvKlm6nVVC30mxSZY79RhFE2ELFb+VIjWGXGVG97ZIJNtGYNlr5POBZvfGg6frH1zXhls8y+F1smLF0T2qgVbt6ss9nAqASoVEm2a2KiAaT30REvqPz3hyNe3jOYmdY287q4VRUeApSOnSLHbg1ow0RERERERERERUPBr9dZFMQHBa3AYBpafvOtN0Cs7aTa2ZmWqiUciv4vQGZK3xfDYAB5QKIyFQkqvEPmaGUYqV9Klu6Fb+tdm7lDn6HLAW/rQbPfUkzXCAWHmvxechg0aZDXjeBqGToTj/u9wEhVCIkd8Vv3ecsERGR61jxm4hS6Fb8LpXz2w2NnXjv26pQGcp9Tk9EREREREREROYY/PaQS0Fws20l+e9tSqkeq+0ne4nIqErbSW6Fvs2OlTGQTnpEpApATcqivEPfyX1NcXEwAJGthipThbQrflvrGM9VSTyKEMJKP/htR+dae+8gwtE4qsZX4qQx2U+9HKvapRsuSG6nVeOcAU+ikpb6dqQ7AMbK4BGifCmN4LdbFREVy20SEZFVdg6g9eCaTEphRiwiF+U6X9S951Qqwe/Zd63BWyeNxX/+wzvx6fee6XVziIiIiIiIiIiKGoPfPuJAENxs2yG1Sqkf5dtmslW2cHWXi23IdqxsoXTSUwOgKvn/Qit9v4bEe8HkgltF5KFcAe0hdge/I8paxW/ddmbS1NGPWxbvwss7DgMAJlQG8dUPnYv/uPpvMCYUzGufeXWz61b8thIcYHU5KiEq62kyAUBQ9/Hh+wK5IvcnYSGf3VYw901ERJYZNoa1PZiFiefNRPYKSnlV/AaA1u4w/uOpzTj1pDH40LRTvG4OEREREREREVHRYvDbx7IEwa/BcBC8KnVzjAx3S4b/p6+vBSs5+8m0LMv9UPEbIjK9wMByWRKRJRgetFFo6BtIhPD5d6CiVyGaVY00txtSKRoVv1Ghvb9Mx+/si2DKBPPw+PFwFP/24HrUt/WdWNYXieOu5XXoHoji1s+9W7sNqfLqZtcMBFgKflvY9nB3GHe/WYd19Z0AgI+/83Rc++Hzcj6GROSdRGU6hasDNbgocEDzh1jxm1zgo4rfBrNv5DAOLiCyzvevGzvPl+wMkVNR8fvTnPTpnreWUvAbAGKGwu9f3+da8Ptt0oZJ6EWHmojDYNiciIiIiIiIiEoDg99FJBkEvyf5BRE5DyMrgqcHwYHMAXAAmM9K377z/izLO11sg9mxpoKBY0tEpBrDgysKDn2LyFCAfGNBDSPyAd1Oq4DNFb+jCGHQUsXv0e388K9ex1c/dA7m/t2FCAUzB9AeWt04IvSd6on1TfjqZefgojMnarejILrB7+RjLRrdyEozsHCwsx+f/sNKdPVHTyzb2dqDv9QewvPfuYLhb/IFTlmf2XdDz+C7ob/o/wCD3+QCpfF6dSsYw6qnRETFydMzPzurdHtQ8ZuI7KUb/NatDF5MVtd1IBIzUBnKPbAzX29FB35W8SCuDtYAAOJK8LJxKX4S/To64dI9OSIiIiIiIiIihzh3V4Ucp5RqUErdo5S6Rik1BYmK0TcAWIhEP4ZgOACukAjt3gZgMkPfvjQ9y/IutxqglDI71qVutaMUiMh8ALOQ+PvZUekbGH6O1NmwLyJP5QpoDwk5EPwOK/2wcabw2EA0jgVv1uP2V/Zk/bk397ab7nd1nfl6W1mpBKdZIk+3Ovh/PLV5ROh7yKGuAfzkue367SIiV1Uc3mwt9A2LswYQ5Uur4ncchgvluH1fVZaIiPzHzvMlD869OGCSyJpcp4tBzQGL0886qfDG+FBXf8SxfY/FIO6tvONE6BsAgqLwj8H1uKvyTlRi9L0qIiIiIiIiIqJiwuB3CUkLggcA/BAjw993KaV+mKwcTj4iIlUmqztca0hCtvD31CzLKY2IzAEwF4nH8uM2hb6B4fB9vU37I/JMpkrameh2gg3v1zz4HUEIYQsVv82qht79Zj06egczrlvfaD5Zwy9e3KXdhoJZqQSnGx7Q2K57IIqapmNZ17+5t82VYB5RLqzaO9qYpmXWf4jBb3KB0gh+V0gcx8N6A8wKaguT30REZJVhY5VuO/eliefNPsE/Q8nQrfh95sTSnLg35uA9oc8EV+NdgQMZ130gsAdXBrY4dmwiIiIiIiIiIjcw+F3ClFK3ATgfQCMSAfC7ReQWTxtF2UwxWedaxe8cGPzWICIzAdwNeyt9D5mV/NfOfRK5aqijWLfit24n2JDKXBW/lbXgd652rtjnYuXufFkJBCgDotGLrDSqiL+y47BpNdTj4Rh2tPTot42IXFO1Zr7lnxErswuQLbYf6sachzfikp+9iuk/X4IfVG/BgY4+r5vlsNyVRq2eO+SLmSsiIrLMyqBcN/dFRJ7QPW8NlOjrPe5g8PsDgeyz9AHAVYFNjh2biIiIiIiIiMgNDH6XOKVUvVJqGoBnkOglnyciT3rcLBqtGELVZlXJCYCITAewBMOhb9sqcycD5VOBxOvarv0SecWsknYqq+GtXJXEIwghrOyp+A0Aj63LXD3IKfXteQT6rHQQaobERWOfPQO5p80djJVm5yVReeLr2U3bD3Xj839ejVd3HsGx/ig6+yKormnG5/60Gi1dA143zzmSO/gdQlwnH14wgxW/iYjIKjtnSPGg4jcR2Uv3nldQOT+bjRecDH7PCr5puv6LoTccOzYRERERERERkRtKc444GkUpNVtE5gP4AYDZIrJBKfVrr9tFJxRDqNqsKnnZE5EqAK8lv92IxCCLQnY59HhXIRH4HhocwNA3lYQKcajit5iHjWMIIowK7f2FxECipqcLCTINWw524V8WrMHP/uliXHDGyVo/I4aFDkLdIIKdgQUiTcxY+hzfF1z1vac3YzA2+jHv6IvgJ4u2475/u9SDVjlPSTDnNkHEdfLhhbeF70lERD7k8zdnO2dIsfHcq6N3UGs78cl1MVGpCGoOni3Vit9unLMTEREREREREZUqBr/LiFJqKIj6AwC3iUi9UupZj5tFCX6q+N2JzEH0YgineyIZ+q7B8GM008HDMfhNJSFXZe4hup1gQ8bAPPg9iEqEoV/xG0hUDo356JRpbX0nrn1gA57/zhWYMkHjd7ESLlCGXld+iXY6ElEB7Awykam244PYe6Q36/p1DZ2IGwrBQCkmKTQrfruAQRUioiLl5Ru4nQPlbNrXgY4+/NMfV9myLyKyRrfYQaBEK34TEREREREREVH+Al43gNyllJoH4B4keswXisg5HjeJEk4xWdfpWitySAacabTX4F54v9al4xA5KgS9Tiur4a1xMK9UNqDyC35n41XFs0NdA3h4TaPexlZC2prhAWFlX/IAQ5Z+x/cFt7y4tcV0fe9gDLsP97jUGncpjTeCEDQHMWXQPRDFX7eYP74n2uLzorJERORDdg6gNezZ13ee2ISufvMB1EOU3yuqExWZoGgGv10a2EhERERERERERMXDP+UryTVKqRtE5P0ALgFQDeADHjeJ/FXx28wUAF1eN8JPRKQawHQXD1nn4rFMiciHCtzFxbY0hIqSbsXvgFjrWB4j5h3WA6iEQgCDKoQxohc+r0AcYUutcMfiba347swLcm9oJRCgDIhGZ75i8JuI0tkUPqLcBqK534PjRmkGs3QGHgURh+QxUuTxdU24dfEuHB8cPj8Yi0F8IrAR42UQzeo0rDQuhk7VcSIioozsPF+yIUR+pCeMrc3dNjSG3MQAfunQr/jt32uts+UIvh58CWdKB45jPJ6MfQwb1IXgOTMRERERERERkbMY/C5fswHsBzBDRD6rlHrW6waVOT9V0jYLdvupnZ4TkekAZrl82HqXj2dmtdcNoOJV4VHF76Fq34OoxBjtNlibUndT0zFL2+dr75FevQ0tVvzW6UIWg8FvIkrD8seuKevq9xrBb93BZalW7GvDjxdtQ2pe/qpALW6rWIBTZbh6+nbjXFwX+T4O4xRGroiIyDo7B9DaECL/S+0hGxpCRPnSDX4HlbX7Um6ZGajBXRV3IpRSufzzwRW4Izobf4h/NufP8xKSiIiIiIiIiCh/Aa8bQN5QStUDuAeJ0gs/8rg5VDymeN0AwkavG0BkB91At24n2JBxiJiuH8AYAEDEwtg3K+Hzlq4BXPeQz16mFit+a+40r6YQFcKpTmF2NttDpxIzuadkn9c6Fb/FehDu3hUNI0Lf50szfl/x+xGhbwC4ONCIuyvvRAViiMb4nKf8lexrlKgYePkCtLNqrw37Otw9YGl7YQVfIi1xQyESMxCLm7/fBHVnw/Nhxe/TcAy/rfjjiND3kJsrqvGhwA4PWkVEREREREREVD5Y8bu8/QrA9UhU/T5XKdXocXsoM7MK3OQhpVQtOG8lUV4qRK9akW4nWILC2BzB70GVqPgtFup0Wqkc+tCaRnT0mbfBdVbCmMrQemwUA55ERad3MIbG9j6IAO94y0QEAzafwvgwjFCqdP5ypZop1RlgEIJh+QR9+d62Ed9/IbgMEyTzLCLvDdRjRmAvdrScYfEoRNaUdXV/olJl53WUBwF2VbJnGKVnwZt1iMQMnHfqSfjkxW+x/9yfMorEDNy3sgH3rqjXujekW+wg4MOK31cGt+IkCWdd/+nAaqwx3mW6D57rEBERERERERHlj8HvMqaUahCRWgCXAJgJ4F6Pm0T+0Ol1A4io9OmGqa1U/B6DKAJi3hE9gETwO2Chwzokce0E3TM1zdr7dY2VMKZmEEFsmFaciNyhlMKfltXh7uV16AknAgPnnToB//UP78TMi2wMrnJASEb3rqjHJWdPxoxzJnvdlNKgU/Hb0qCxzP4t+Irp+s8FVmBu/UUFH4eIiDzgZdLQsPF8yYZrMmHqsijpZP5vWbz7xP+nnjoBj173QZxZNc7BVhEA/PyFnXhk7QHt7fWD3/67B/OJgPlsd18KvYH/jF1vug1nQCEiIiIiIiIiyh+D37QUwHQAV4PBby9N8boBmqq8bgD5yuUF/vzFABbY0RAqPiEHgt+5qn0DwADGAAACFvZbAf3KSu29Pqv2DVgLBGgGNxV756iElHre5f5Vjbj9lT0jljW09+Fbj9XiqRsuwyVn2xRI9mEYwQ9+8eIuAMDfXnga7vrKDIytCHrcouImGs8zKzN1ZN2HmO/jmtByzI3dUPBxiIiozNh5vsRzL9JU396HGx+twV++eTlCwYDXzSlZmw92WQp9A0Ue/A7WeN2EglUghii7SImIiIiIiIioSPGuBm1I/jvd01YQUdFRSq0p5OdZWaq86YapdQPigF7wO6wqAABipeK3WRuK4WlsWJgS2Ihr/Uo6wTu/U0rxfcinonEDR3rCEBGcOWnsib8T/1zDwtE4NjV1QUHhnW+ZiMkTKjNuF4kZuP2V3ZnXxQ38+tW9ePS6D9rSJuGAEFPL9rThp8/twPxZ7yl4XzqvhZIdoKPxe9lR8ZvIafxMIypTds6Q4sEsTFIUF8CUydbmbuxs7cF73saaHk5Z39Bh+Wd0z1sDysJ9HR8JwICB7IMNvD4fGodBBr+JiIiIiIiIqGjxrgZ1Jf8tlorTRERUAnSD31Yqc4+TwZzbDFf8tin4XQTESrhAd1uN7XRC1V7GEmfdtQa//+IlnO7aZ57eeBD/t3QfDnUNAADefdYk/Ojv34HLzz/VsWMWWz62euNBzH95D9p7E+954yuDuO4jU/EfM/9m1Ouu5sAxhKPZX68r97cjFjfsqfxnZ5CpRC2sbcZPP3MRxlfyMjxvGs+zkIVzByIiIlfZGdbmuVfZyvfy5Yn1TQx+O+iWxZkH3Jop5orfOk5BD9pMJhD1+lp8LCLowQRvG0FERERERERElCfO7WcTEblKRP4sIjeLyPu8bk8eeNeXiIgcN9SpoxumthLeGotozm3CSFTFtRL8rijy4LelcIEy9Kqhl0DIoObAMdz4aA3C0SL/+5aQ5zYfwtyFW0+EvgFg26FufP2hDdjR0u15p7AfLNtzFHOf2Xoi9A0A/ZE4fvfaPty3smHU9i9sbcm5z+Nhm6rHFWkYwU1xQ+G1XUcL3o9Otc1SfbnozDgRRLxkf38iIjLn+/NFO6+jPDj3UvyELWpLbTgPJTsphETvPSHow4rffWpMzm1Ol66c23hJp4AEEREREREREZFfMfhtAxG5HsASAHMAzAdQIyJxEdkgIreKyOdEZKK3rcxqKPDt77twRERUUipEs+K3KIhm+HsccnfYhNVQ8Fu/w1136t1CORZSsBII0K747e+Ap+5DubW5G6vr2h1tC+kxDIX/fm5HxnXhqIFb86ieVop+u3Rf1veKO5fsRdzwLoxjaXaBMrblYOGXXTpTovs++JYvjedZhfj7M4qIiLyl8THqHDuvowyeezmhPxJDe+8gegf9F7QtVNvxQdy6eBcWb2uF4eF1AyVYKUjgx4rffcg9e9ppcsyFluRvHCIn/n/ZLa9h7sItaGzv86QtbccH8etX9+Dm6i346XPbsefwcU/aQURERERERETFg3NM22MeMvcbzAAwfegbEakHsBSJkPhSpVSPO80zdWny305PW0Fm3K7GPsVkHQcIEJEtrFTRDsJATGOs2liJ5NxmAImKRFpVrZMqJJ41Sby+oRPX3LUGX7/iPHziojO09+kqS8FvzcelhEIGC2uacdU7fPq3KyO7Dx9H90D2qv0r97fjGx85z8UW+U/fYAybTULDfZE4NjUdw/vPNTuV06MCIYhhLezC4De5QuN55taALSIiIsvsvI6yIQiqM5hsxPbexuYd1TsYw2+X7MVj65owEI2jMhjANZe+Dd+/+kJMnlDpdfNsc/eb9QCAi946EU/MuQyTxlV43KLypTsTHgAE4L+BCIOqIudIGr9X/B6P8In/H+4J4+mNzXhlxxE8/+0rcPYp411rx+q6dlz7wAYMxoY/Ix5acwD/+Q/vwJyPTnOtHURERERERERUXFjx2x5TkYiEpX8BidtfQ1/TkKgKXg3gmIjsE5E/e1wRfBYSbfX3XTgiIiopFRY6rYKa1bnHInfwO4yhit/6we9cnXHrGztx46M1+O3Svdr7dJWVcIEy9ELxJRTwXLzt8IjvY3EDi7e14uE1jXhu8yGEowwQumHR5kM5tzncHc65TSlr7R7Iuc2b++ypYK8CeYwPLqH3BfIvnQEGIQuzehD5WclW7ictcUOh5kAnVte1o/lYv9fNIbvYeb5k8DrFLoah8L2nNuPelQ0YSF7/ReIGHl3bhJser0UsXnrnFjtbe3Bz9Ravm1HWrMxE58eK32Ml96x7p/u8yylTAYnugSjmPbPVtTZ09A7i249vGhH6HnLrS7uxvoH1moiIiIiIiIgoM1b8tscmAO9L/j+1zkGmbrrU9dOQCI3PAdyvCC4i12M4tL7UyWNRTryDR0RlxUplI93g9zjk7nQaDn7rd7CFNEPqv3t9v/Y+XWWp4rfetqVa2XdnSw9ueHQjDnYOB2xPP3kMfvfFS3DZ1FM8bFnp6+zLPXCj/Xju1zjZQwUqAFgM2pfo+wL5jV7Fb8XELJWAJ9Y34Vt/Ow1vn+JexUnyhzV1Hfjxom2oa+sDAAQDgn9+31n45WcvxtiKoMeto4LYGd704NxLWRhAXUyW723DqzuPZFy3uq4DL2xtxT9fcpbLrXLekp1H0NUfQdX44qpovqu1B6/tOgKlgEvPm4IPnjcFYrV8vQ9Yqvjtw+D3SRrXi6d5WPHbUIKAmL9nZbuPuPFAJ8LRuCufuavrOrLeD1EKWLytFR84r/BZvYiIiIiIiIio9LDitz3mYTjQna3ad/r6oS9PKoKLyPsAzE9ZtMHO/VPJYkCdiGxRYaGDS7czLFfF70EVgpE89WlWp2kf30pbrTjQ0efIfkexUglOMzygSjDg2d0fxZxHRoa+AeDo8UF867FarWrLlL8NjblPMVbst6eadTnJO5rDit9FrwizL3o0PtOshGiI/O5v71iGn7+wk4MZykhDex/mPLLxROgbSFT/fqa2Gf/57DY+F4qdnedLPgyCFhOlFJbvbcMPqrfg2gfNb4uvqetwqVV67DzNe2Frq417c0ZH7yBqm45ha3MX5i3cir//vxVJSUIDAAAgAElEQVS449W9+PWSvfiXBWvxtQc2FOVMXVYKEsSiuQdKuykAA+MyVMtOd7qHwe+YRtfnuCz3EaNxhdV17tx/yDV74IOrG11pBxEREREREREVHwa/baCUWgrgGgDdGA5xpwe8AXuD4Ofm214R+TyAGgCTUhaz4re3/DTvYZXJOj+1k4iKWIVmFW1AvzMsV6fTULVvAPhD/J+1j+9UgGzuQpemjrVU8dvQ6kSWEgwZvLb7CJqPZQ53d/ZF8PyWFpdbVF4MjRBToFSDrB7LFBBOVPy2iMFv15Rz5k80hjMw+E1OUEph88EuvLHnKLYc7HItfBs3FO5b2cDQTxm5Z0U9joczXyv9pfYQDnT0u9yi4uL7j0grg3Jd2JdYjBBb3d6vDEPhpsdr8bX716O6pjnn9k9tPOhCq7xxx6t7sKauw5eDSmJxA//7/A5c/qvX8bk/rcZn/rAq49/izb1t+N/nd3rQwsKELAS/j3T1OtgS6yZozg7lZfA7oPGJME6yzyo2GHXn+jZ1oBcRERERERERkRV5lHKjTJRSCwEsFJE5AGYBmJm+Sdr3qeHv1G0ybTdkGoCpSITBISJdADYCWAKgFsBGpVRPpvYlg+KzAHwBwHSMDJ4vyPZz5BqzMpd+msuPFb+JKC/v/8USXPWO0/G3F54OAAiJlYrfep0tY7NM0TokNfi9Kn4xjFDuaV8B5yp+1xw4hoFIHOMqHZw6VimIlTBmGVf8fmBVo+n6u5bXY85Hp7nTmDJkaDylgkx+u0blUfHb0nsNUb40nmdBxP0f/KOi0tDeh+8/vRm1TcPhpRnnTMYds9+L806d4EobHljViGs/fJ4rx8rX/qO9+POyOmw80AkBcPVFZ+D6j0zF6RPHet20ovLUBvOA6ZKdR3D9R6e61JrS5OmsGDYOoFUq7noMuyJYGufj961swOJth71uRl4OdPQhZth3ptPVH8UX71mLd505Eb/74iWYdtpJtu27ULcs3p3zOn3IM7XN+J/PXIQxIQfvr9gsaCH4HVD6xRPcMF43+O1RDRllGAhJ7sd3nMl9RF5PEBEREREREZHfseK3zZRSC5RSn1BKBQDMADAPiWra6dW+7agIPhmJgPl8JMLfx0QkLiIdyerg+5LfxwHUJbebkXL8IXfb/kCQVUVRSVspVRTtJCL/ae+N4OmNzfjWY7UAnKn4PRZR0/UDasyJ/7fgVMyP/YvWfkMW2mpFzFBYud/hqWOtVoFThlbnllsBz2jcwJKdR7Bo0yGsrdevQpZPHGHboW7T9Z19/ppaudToVfwujaBJMVCSR2CiBGcCcIIdT2OdfcRtDAT5isbzzEr1RKJcegdjuP7hjSNC30BiAN+chzeid9CdIFZTZz8Odvq30vPuwz349O9X4pnaZhzo6EdjRz/uWdGAz/5pNTp6zQdn0ki53r9Z/b3I2XgdFY64HwQtlYGYL2xr9boJefn9a/vwsTuWObLvHS09uP7hjTgeNr+v4pa244O4f1WD9vaRmIE39zp8fwWJKuSdfRF09Rd+fyBoochAppB4OBrHg6sa8Mnfvokrb38DX7l3HVY5fY8paYJYqfjtwXWJ5rXpOGT/O/qwCD4RERERERER0Qis+O0gpdQmAJsA3A4AInIJEkHtq+FMRfAhk5NfWZuG4fD3PUqpzSbbkjvqvG4AEZGbrAS/Q5qdYWZTtALAQErFbwC4O/4pdGAi7qgwH/9kpTq5VZGYw+E0q0FMw9AL2rsQ8FxT14Gbq7fgUNfAiWXvfXsV/vTl6TirapzjxycqZ/kM7mDFb/fohBB2t/bg0nP9NHGQPXSeZ05+blP5WbytFfuP9mZct+9oL17a1orZ73+7K205eKwfb58y3pVjWfXdJzdjIDr6tXeoawA//esO/OFL0z1oFZEP6Uxzo6m7Lwy3r4pCJRL83nKw+OpavLLjMH69ZK+jx6hv68PSXUfw2Uve5uhxzHT2RRAzEgPArdpzuAdXX3SGA61KWFjTjN+9tg9NyYFYHz7/FMz75DvwnrdV5bU/KxW/0++LGYbCtx6rxeu7j55YdqCjHyv3t+P2We9x/NxkgmbF7zESxUT0oQfuVpJX8ZhWQQCz+4iKNb+JiIiIiIiIyOdY8dtFSqlNSqnbHa4IrvM1pF4pdaMjvyxZ1WmyLr+7x/nLlhCpd7UVRFTSdMPcABDQmJ4VAMaaVOoBgMG04DcgWBi/Et3KPEBTYaGtvpNHxW+tzkeNSrKFRAIOdvbjm4/VjAh9A4kO+hsfqUE4Q7CIihuraTkj78c1n8EdDH67RqcS48NrDrjQEg/oBL+L+XObfOeZmmbz9bXm68vB0eNh7D58POv6VfvbtWdtISp5Np4vtfUUPguA1ZlIggF2JXileqM7nzdPrD/oynHS7WrtwdfuX4/pP1+CD/zyNfzXs9s9aUc2z9Q04+bqLSdC3wCwan8HvnLvOhzo6Mtrn0HNe13A6PPbJzY0jQh9p/qvRdtxpEcvmJ0v3YrfAHCamM+u5ghDr9iE2X1EnroQERERERERkd/xbq2HHAiCZ6oSnmnd0P6miMiTInKdiJzrxO9I2sxKzZziWisSsgXNi68cDhH5VqUTFb9zBL8H1JiMy6M5JkBxK0DmSDUhq+FNpVnx20JlKtPDZfmVq2ua0dWfOdi47VA31tZ32HJ8IgIk0zCNfEJJDH67RufTwmqQq1joVPwOIl5QUENs+oyj0rCuwWyMNrC23nx9Kdh8sAvPb2nBkp1HMs5W89ymFtOfP9YfRWNH4QFVIrt4GuazceYkves2ewXZk+CZpbusV8DOx/ocn3tOONwdxlfvW4/le9tcP7aOaNzAT57LHETvCcfwq5d257XfQip+v2nyWEVihuN/xwkYyL1R0uniQZeCZvB7HMwqfhMRERERERER+Zt50olcpZTaBGATgNsBQEQuATATwNXJf0dsnva9ZPl/utTwdxWA2ckviEgXEqHzJQCWKqUaLf8SlK+NJuvcrvidDSt+E5FtrISpdTvDxppM0QoAYVRkXB5D0PTnirpyaB4VvwMa3Vtidb8W3bfC/COnemMz/vbC0x1tA7mrVEOqxUonXDsaw7I6WDmuQBrPzUJn6rASwiFylcvvHx29g/j245uwJmXA3ZmTxuJXn38PPnrBaSeWHR/MHa6KG3xdEQGwfn1mwovPK+FJOzng/17bi/Ze8/s5Opw6z97R0oP+SPbX7pr6jrxmtrAyeCP9vtQrO8wHAvzyxV349HvPtNwmXRNMAtPpTsexrOucOrVRmu+1482C37xwIyIiIiIiIiKfY50OH7OhIngu6fuYDGAWgLsB1InIPhH5s4h8TkQm2virURqlVBeyV9Se4lY7RMQsZL7BrXYQUekLiQPB71wVv5G54ndJB7+thje1K37nPtUopIusz6RTFQBe3NZawN7Jj9in6p2Msw3kEUqKRTNX6SdvZKzkXgL0Kn5b++wLR0c+3xn8JgJicWNU6BsAWrrDuOmxWtS19XrUMqLCeZpdtnGGFPGiHq3mIXe29OCBVQ14YFUDGtr7nG0TFb2V+9u9boKph9c0mq7v6o9iMMOMGLlYKogg1vZ/uCdstTmWjBf9/fu64reY30ckIiIiIiIiIvIzVvwuIjZWBM+2Tfp20wBMBTAnebx6jKwI3mPxVyBz9QCmZ1juZsVvs5B5rWutIKKSVwm9ThhAvzNsXM7gd2XG5VEVNJ0rw8ng9xGHO+OsV/yOawXe7Kr4zYJxRM7K/zVmPbhQ39aLy/I9HFlS1gMlNAJzIcQtjT5q7R75WczgNxGw9VD3qND3kOODMTy+rgk/+dRFLreKqAQof1X8tvtyrLMvgq/cuw47W4dvGf/8hZ346mXn4H8+8y5WDKeMDnYOeN0ET1h5DVdYuIfmhgnQ/5t5EfxWcb3Ha6xpxW+7WkNERERERERE5AxW/C5iNlQET98GGbZLXT8NiRB4NYBjrAhuu41ZlrtW8RuJoH822dpHRGSZlTC17vS3uSp+D6rMwe9YjnFwFeJcB9vPXtjp2L4BWA8WaFb8VjZWqiMi5+TbWS2G9dd4TUPmgCCNxLxTYUTjcy1occBW+jTuDH6Tb7n4/rFo0yHT9fetbHCpJUT28zTMZ+N1lO51shsiMQO/fHEnpv98yYjQNwAYCnhozQG+b5Djii2na+Wcc2jb4+EoHll7IOf2Tl9zTDAJTKc7zc8Vv03uI2acGYuIiIiIiIiIyEdY8buE2FARPP2WoMqy3ZBMFcEXAliilHo9v9+irNVlWW4WxrZbturiXUopD+7SEpHf7T+a3zTvlYhqbxvS7AzLNUXrAMZkXB7LMQ7OyYrfABCOxjG2IujMzjU7u05QBgIanVvC4DfZjJ2qPpNHNcqAxenHKX86r5eSDZhrpPUqpLDPbavBcSLXuPhR+fCa3KEyIj/y/cdfHoPrsgnYcE1m1/nCz1/YmTOM+sjaA7juI27e4iTyNyvB7xDiWLbnKP79iU3oCee+z+P0AJfxoj973enwoOK35ix144QVv4mIiIiIiIioeLHidwnzqCL4XABLRKRDRL7v+C9ZWmqzLM8WxnbCpVmW17vYBiIqAk0d/fjqfesw8zfLLf9sBWKYYNK5kk43gGU2RSsAhFGRcXkM5qFrp4Pfq/a35/2z+48eN99As7PrBM2K33ZOUU5E3pIMESmdqsrpdAaN+EksbuDZTc341mM1+OajNbhvZQP6I/6aQp0y0Ai5FVqxmxW/iYiKl+/PRuy8jlIGOvvMBz+7ob6tV6sC8YGOfhzqGnChRUTFwcpgwxDi+I5m6NsNJ0H/tXy6AxW/lVLoj8TQH4mNmr0HgIWK39nvIxq+/0AhIiIiIiIionLHit9lxOWK4JMB3CYi05RS3yqw6WVBKbVUspTaEZGpSik3wtfZSu8sdeHYRFQk+gZjuP7hjdhzJEfoOItJ6LO0vW4Aa6zJFK0AMKCyVfw2Px2qcDj43TuYf8fds5sO4Qd/947sG1gNFiil93iz4jfZLFP4eNQ2JVvC2IfyKG9WTGHZwVgcX7pnHWoOHDux7KXth3H/ygYsuunDOO3kzJ8X5D2dQQkhxC3NIpD+3qI1AIqIiIqWp6eUNl5HBWHg/z25CY9844O27TOXTJ+vKy0MZG7pGkBr1wA6+yKYPKES7z9nMs/xy1ypDLzMpzq01Yrfxy2Evp1+WY23UMzB7uD32voO3PHKHmxMXstNP7sKN3/iQlx+/qnDG2kHv70fPKNjzsMb0dI9gPGVIXz5g2fjU+85E8EA3zuJiIiIiIiIyh2D32XMhSC4ALhBRBYqpV63q90lrhbA9AzLp8KdqtvZgt9LXDg2ERWJv25pyTv0DQCTpNfS9kExtEq3jZMcwW9UZlwezVnx278dkX98o840+D0YicJSfNGIIyAaDzbnvCUqaflV/C6esOz8l/aMCH0POdQ1gO89vdnVAFU+yvstWKfid2EDtoppEAMVL50BT0TkDE8/R63OyGQiIAZW7GtHe+8gTj1pDBrb+1BdcxDhqIGzp4zHNe9/O8ZVml/r2hG6vv3lPdrbzr5rzYjv333WJNz5hffi/NNPLrgdVJzW1Xd63YScnPrMDoq14LefWKn4PVH6MRaDCFu7O5XR5oNd+Nf71iMSH37sapu68LUH1uPJOR/CjHMmJxbqBr9NAuwZK4l75NWdR078f31DJ1bsa8fts97DgTNEREREREREZY7BbzrB5iB46vrpABj81vMUMge/p8OdqtuZjg2lFCt+E9EJL28/XNDPO1Xx22yKVgAYzBL8jinzznCnK3472VHz5LpGfM3KD2h2jtk6RTmRJqc6Xn3Un+sb+QS/xUKFZa+9vL0167qV+9vRE45i4tgKF1tEusTIfU5QaDAmZCGEQ0R6+FlLOiIxA4s2HcKL21phKIX3vq0KX7/iPEyZkPk6LhPfR+BsrvgNAIs2HYKhFH710m4YKa+13722D0/MuQwXnOHfUPW2Q924/uEaLLrpw5g0judefvHle9fCMID3vr0K133kPJx6knOz4Tyxvsm2ff3utX1415kTcdU7Ti+KQKyVwYZWQuJuGI+wpe2nSit2qnMLPu6PF20bEfoeEo0r/Nez2/Dydz8KAFA2VPz286nLwppmfOzC0/GP73mr100hIiIiIiIiIg8FvG4A+ZdSapNS6nal1CeUUgEAMwDMQyKALGlfKu0rlb3z+ZW2hVmWX+r0gUUkW7Vvhr6JaITle9sK+vkqixW/dQNcYxE1XT+gMndWxnJW/HYn5OxEIGZzU4e1H4jrTXMrGoEF/3ezkp9kmjae7JDH45rnm1GxVEk+2NmPlu7sQQWlgJe3FTbAyWk6f6FiCLvkRyf4XdhzsZiq1xORNeFoHM9vacFTG5rw5t42X1XzLHeRmIEv3bMWc5/ZiuV727BiXzv+8MZ+fOyOZWhstzZw2GlxQ+Hl7Yfx8JpG/KW2GeGohetFGwfQDp17/eLFXbg1LfQNAB19Ecx5eCMGItmPacvZQoE7aWjvw0vbsg/KI/et2t+BNfUduGt5Ha66YxkafPYazCZmKHzjoY34zB9Wobvf/P6QH1i51+S3it8TTCplZ/JOKTzgfzwcxc6Wnqzrdx8+Pvx31wx+jzUrIOHzU4Rle4563QQiIiIiIiIi8hiD36TNYhA81dPutrR4KaXqAdRnWJVecd0J2Y5xtwvHJqIyUgVrwW+dAFYABsaIecdeOEvF72iOCVBC4q8ONit2t1gce6Vd8ZuhOHJf8zH96aStKNl8bL6M/N7zAn7vGU/qi+R+n2vpdua5BrgXyC7Vp7XOwKMg4gUNpiqWQQxExcQPn7Vv7m3DR257A995YhPmPbMN/3r/evzD71biYGe/100jAHcu3YuNB46NWt49EMW3Hqu19Vhd/XqDXTPZd+Q4Zv5mOW58tAb//dwOfO/pLbhi/utYsU9zcLSNgw1SZ1vJttvGjn5sahr9uOYr03HseHk/tfGgDXtx1j1v1uO2l3fj3hX16B7wf6jYLj3hGL79uL2vQadtO9SN7z292bb9OTVI2cpgQ98Fv2HteumdgQMFH3N1XceoAS7plu1NhKFVXO/eVqXEEULmbQ2fDw6rrmn2uglERERERERE5DEGvylvOYLgDcl/36+Uyl6KgTLJFLSuEpEqh497dYZlXUqpbFXIiYjyUiXWqkXpdHCNMZmedchAluC31xW/nczBWK5aWiLBb393z1G+iqXSnFMc63dOfxPKsxJlsVRJ9nn/PeWi8flT6Od20GfBGiIqXGN7H256vBZtx0dW9tzV2oMbHqmxVrGZHPHqjuyzbexs7cGhLvsGZW1ozC8I3TsYw5xHakadk7b3RnDTY7V6gwjyHGCXie5ApftWNth2TKdsanJvssh8K/3/cvEu/GlZHX7x4i5c8avRYf/G9j78/IWduLl6C259aRdabHzOem1HSw9a8xwY2TsYwyNrD+APr+/D4+ua0K8xCNMOr+0+iqPHs8/yY7d8Bjg5WfHb6fFW422q+G3l9WjppWvhntW4LPcTedlIRERERERERH7H4DfZJi0Ifn7y301et6sILciy/BqHj5up4ne2thAR5W2SxeC3Tod2to6aVAMYk3F51OPgt5MsVy2Na1Yusyn4zQAmkXO2H+rGE+vzqJ6Y5+u7WILfOsTn9bLL+b1Tp+K31Zk6IrGR+2TFb/KrMn7pF6y65iCOhzOHDXe29mBdQ6fLLaJUA5E46trMrxGrbawIvbM1v/oUb+5tyzoQsSccw7ObDuXeSZ4D7DLR/bxasa89+0obTnncms3ET44PxvDtxzedCHc/veEgrvr1Mty3sgELa5px9/J6XHn7G3h5e/YBDcXmmTyqC6/a344r5r+Onyzajjte3Yv/fHYbrpj/BtbVdzjQwtH+urnFleMA+Z2fW5kxyW/3pU7Kq+J3oWcy+j8vukUNAIxF5hB7OV9zEREREREREVFxYPCbyGeUUl0Absuw6ganjiki0wFkqih+q1PHJKLyNQm9lrb/++B6fCu4CN8ILsZpyFydbVyWjppUg6oi4/JcFb8rnK747WA/ueXOQUM3+O2vTkfyJ6UUXt99BLcu3oVbX9rlWge/VaXYofvLF3fiU79fmd8P51mJ0kpwwUte/73zrTI5Yh8aj3WpZrBE4/MnBMPSs3Hl/pGBON0gnTAgTuQrvYMxLHizDvMWbsWPF23Dpqbh64Y/L6sz/dkn12euREruiBq5308PHfO+evJDqxtN1//hjf25d2LjzEl2DLqzY7BbqZ5z5NI9EMXSXUewq7UHP160HUbayUc0rvD9pzfrVYIvAkd6rFV4bukawE2P16Krf+Q9hs6+CL71WC2O9jhfjbu2Kb/q/umcGhTqZMVvp42Htb/fFOnFGVnu59npxEAUC8HvcZK7kAQRERERERERkR+FvG4AEWV0K4C5acumi8hUpVS9A8f7UYZltyVD6EREtqoSa8HvzwTX4DPBNQCAuaEn8fPYV/Fo/OoR24zV6KjJVvE7luN0KARnpyL+9uOb8MqOI7j2w+favm/LYQDNit86FVepvIWjcfzr/euxPqWC5t3L6/GJi87An78yA8FAmSZECqAbqvnrlhbcs6Ih/wPlObCjlCp+l4KSDGFphuaDFoMx7b0jg0y6we8Qn/NEvrH/aC9m37Uax1ICho+ubcK1Hz4XP/30u0YFMtO9VEJVeck5uSrDp88gkVGeA+wy8cugu1I85dD1myV7ce3l5yESz/y374vEsWzPUXz1Q+e62zAfeHn74VGh7yEdfRG8uvMIvnLZOS63yl+sXD/5KfhdgRgqLc6wAySqfh8xpoxYZve72IlBthbea7MVktAZbEtERERERERE5CVW/CZKyFTtGgCmZFnuKJOq3/PsPpaIVAGYlba4C6z2TUQOmQTzabzNjJEYfhZ6EJcHto9YPha5g99hVGZcHlPmp0NudLA9v6UFn/vTatv3G7TaUaVbFYnBb8rhp8/tGBH6HvLqziP4v6V7Ry33ugpzKVm06VBhO8jz9e2X8BGVMM3nptXP7fTAmm7w22rAnChVPmGicg5XmonGDcx5ZOOI0PeQB1Y14rnNBX4uUsk72NmPnz2/Ezc9Vou5C7dgW3O3cwez8TpK9/PKjNWBYjzbG6mrP4o7M1zbpLpl8W6XWuOsR9YewP0rG9Af0btn8LvX95mu/2OyQr6Tzym/X2NaqvgtBvzyCpyA/GZguEjcm11DxfULOIzPEvzONWiMiIiIiIiIiMhrDH4TJWQLeGcLhDtOKTUPQHp17znJoLadMlX7vp7VvonIKVWSf/AbAAKi8IXgshHLdILfAypL8BtB05+ryKOSkV8ExJmK3wx+W6OUwuHuMFq7BxDLUg2ulERiBhaZhKwW1jS72JrcSq0y8uu7jxa2A4PB71J4Tvg96JIXzcp9loPfaX9v3eqLFQx+k8tK8WVth50tPahvy3598fyWVhdbQ/nQ+djVff5b/Qx/bdcRfOyOZbh/VQNe3NaKpzc249N/WHkilGq7PGdWycQvs61IKZw4OWggWjrnCz97YSeuvH0ZDnb259w2W7XvIa3dYbualdVL2w/jQEdh95+cFLR4v8aOwR65GIbC0xsO4qo7lmXdZgLy+9u9M3Agz1bpO/F+pFvUACYzCJbkBRURERERERERlRIGv4kSsoWpp7naitGuzrDsHrt2LiLTAcxNW7xQKbXQrmMQEaWbhN6C9/HJwIYR34/L1lGTIlvF7yhCpj/npyl1rbLcMajZOSYMfmtbvb8d//THVbjs1tfwoVtfx1W/Xo6/1Por+Gy3VfvbMWgy1X1LdxiN7f7pgGd/bpo8A0lWgwtUAI3nbElmsLQrfhvD07zr7DZtU93PfVb8JvKHh1Y3mq5fuuuIOw2hvNkZHLZyXnekJ4xvPLQRsQxlXe94dQ/W1XfY1q4hsZh+GDEXN0KgOkrxlIOyazs+iBseqYFRJOWQr7x9GVbtb3f8OPnM5GH1NezGvanfvb4Pc5/ZinqT6/UJkmfwO0PFbyvv2Zau2y0Ev8dlqfj9k+d24D3/8wpurt7iq/sXRERERERERERDGPymsici801WXyMiU11rTBqlVD2AG9IWzxKRWTYdojrt+3ql1Gyb9k1ElNGkAit+A8AYGVk9KltHTaoBjMm4PFfF7xDs65x3m+UwACt+22r7oW5c++AGbE2ZLr6psx/fe3oLXtja4mHLnNWg0Sm698hxF1pCedGsqpxOfBI+8js7wm06mQcpxRiW5qCEIOIZQ3y6dAcxhPicJ9Lm5CCrzQc5WZnf9UdiOHo8jJ6w5rWGC3oHY/jSPWuzrlcKeGWH/YMGuvpzX7fqCohCoXMB2HG2UJKDzcjUztYe1LcXPqDfLV++dx26c1QgN6PzHI/G/RX8zueaY//R4/jt0n05t8u34vd50oqxGvfubKGsBL+zF5LoCcewsKYZs+5ajdbuASilsHTnEfzm1T24c8le7DnM+xpERERERERE5B3zEpdEJSoZ5p6ORKh6psmmVQBqRGQBgKeUUrVutC+VUmqBiFQBSA2oV4vIjELaIyLVAFJD7fUAZuS7PyIiHQIDVTZU/AaASkQRQQUAYKxJR82QweS26XIFvyuKuKKn5em/DQa/7fTLF3dlrXz938/twD+++61lOzX64+ub8Il3veXE95eeOwUvbmv1pC3hWBwPr2nEkp1HTrTla5efi0njMr9nlLw8X99+qTpJJUy34rcY2NnSjTMmjtXaPv1tWPezs5gHhhFR8SqmU8f+SAx3LtmLx9Y1oT8SRygg+OwlZ+EHn7wQp5+s9x49xO7BAxf/9JWc29y/qgH//emLbD2u3TMnBaBg5BHfDkfjONITRkvXgKWf40w5NOQ3S/biT18untvIa+o78MmL35J7wwx0nvdr85ghwOrsMVaC31ZmvxmyrqFTa7vxeVb8DorChXIQW9T5J5Y1dfZh2rj7ckcAACAASURBVGkTsLquA4+tO4DewTjOqhqLb1wxFeefftKIn7f0+Re3EPyW3GH09t4Ivv/0FvQOxkYM7P+/1/bh3y4/Fz/99EVle2+HiIiIiIiIiLzD4DeVnAyB5qrkv1NS/m9FFYC5AOam3MAbKinVmfL/IfOUUkvzOE5WSqnbksdODX/X5Bv+Tj5GqVXD6wHMUEqxVBYROeokhBEUe3qLJ6If7ZgEABgr5sHvAVWJbPXMojkrfhdv8Nupit86gYVy7/OKxAysMen87eyLYN/RXlxwxskutso/lu1pG/H9JWdXeRb8nn3XmhHfr9jXjkfWHsDz374Cb5lkLZRUEjSrKqcLFFhx0i35TMNOPmEhLPfQyv342DvO0No2vTq67mdnSLMyOBFROVJKYe7CrXhh6/D5XcxQqK5pxv62Xjw55zKMCSWuw+y8bPD9NYjNwe8gDBgWJvRUSuGeFfW4e3k9OvpyD54mymbxtsPoHYzhpDHF0b30xzf25x381tHea72StZMVv/PxX89u19rupDwrfgPABYFmbIkPB7+//uDGjNs9ueEg7vrKDPxdymBxS1l2C9e0OjMIAsDqusz3dx5c3YgLzjgZX/rg2drHJCIiIiIiIiKyg/6dYZ8SkVdFJC4ir4jIzSIy0es2keemp31NTX7lE/rOpir5NVQ5PP14tlNK3QZgNkYGzWtEZH6WHxlFRKaLSB1Ghr4XgqFvInLJJLFvOuCJ0nfi/7kqfg+gMuu6mDLvqCyr4LehWRUpQydae+8gDnb2+2oKdy81dfbl3Ob5LS0utKQ4BHyW0mk7PojvPb3Z62aM4FqFRSO/9zwpoUC1v56No+lU8PPZS8oeFp6bSvfzLAPdz06rVRqJyllJvieRqTX1HSNC36k2NXXhmZpDLrfIHyTPAXbZWJ3h6d4VDbhl8W7bQt8dvYNo72WAvFzdtazO6yZo23aoO/dGBcjnWs3q69fK/R0nq0+PLyD4fQp6tLZTCvjeU5txtMfasYZ+a2XhukE3+G3m6Y0HC94HEREREREREZFVxVGSIQsRuR7AzOS3M5Nf80WkFsBdAKqVUnp3k4iKgFJqoYgsBXAPhsPbc0VkDv4/e/cdJ2V1qA/8OTOzhaWjGLuoGI0tthsTjSnGmNzEe6+JYspNctN+aEwxNyZiYoo3xYKRJJaIoEZFBKTYAem9LCwLLCzLso3ty/Yys7vTzu+PLWybeXubfb6fDx9g5513zu5OeWfe5zwHmAfgeSllydDrCSFuATALJx8vQE+AfJaUcp7FwyYi6jcRymFYtSYg1P9vpRM1XcmC3ynd+K1x7CqDcgMbvyubQ3hk5RGsOlQLKYExaX588/pzceq4DG23TeQyO0sa0dYVwYTMNKeHopqe0/vDMgE6myg1TzRxiG0Begup+R5ScqlxDb88v4Zg3dAflerGbw8fH9DoVljXjn+sP4bNvatvfOLCU3Df5y7C5WdN1LSfTz6+AWdNGoOuCB8LNNyuBM2ofXYUN1jSjur213k1KydpoeX4K9gdxeOrC0y77X3lzfjv+btN2x95z+7S5I/z0UTPU09A4/unNOif2GimsUJ/8HuMUB+yDoZj2FHciNuvPkv7DWmYBDpGoUhCjf0VLQhH40gPeL5ni4iIiIiIiIg8xNPBbwBNvX/3fbbWd8r2WvSEYOf1hmSXAniDIfDRQUp5odNjsFJvM/cMIcQFAB5HTwB8EoAH0BMCB4AS9AS7+1rJBypBT0B8tm2DJiLqNcnsxu/eI4CzREPSbTtl4hByRCn4LbwbZtEcxIypbOvuDSwEu6P4/st7UFh38vfaGYnhxW2l2m6XyIWkBFbn1eKufzvH6aGoZkrWSWcgyZdCjd9up+YnnYKxb01LtvsNBGMY/CavCkfjiMbjSPP7kOYfOXhU2hDEHc/tQHvXycfI2vw6bD1WjxU/uhGXnql+Eb3K5k5UNncaHjelpqc2FCW9/L2DNXjmm+r3J1UeZ9RqbIe1ncnBby2NwXvKmhCNm3O81t4VwY9ey0EnJ36ManvKmp0egmuoWZFnKK2f1/hF3KQ3fMaMNdD4rfW6j6w8oi/4HdMQ/BbmrFoQjceR7v0FlomIiIiIiIjIQzwd/JZSLhdCPAjgQfQEXIHhIfC+JvDne0Pgc6WUb9o7UiLz9TZ7zwAAIcSdAD6PnpD3lN6/L0BP+LsEwD4AewCsk1Luc2TAREQAJpnY+D2wPfwKX/KgcZU8NeFlSo3faR4OdmldOlhr8Pu1XccHhb610nNyVI2UDDx6iAvORZumvsP4ss+eo2FZ7IE0P9+Qbuoav60fh+00hOX8BoJ1alfL0NrSSGRUosd+czCMf6w/hkXZ5eiOxjFlbDq+e8M03PPpC4c1T/5mRd6g0HefrkgcDyw/gPd+epMVQ7dWKj7f0XAqDzBX7KuydhwGCQ2TmNTQcvz1yo4yw7fXF8Dfe7wZdW3mHic3B8OYPDbxSl1ETlFzXB3XMalC6wptbmn8zjLQ+J2lsFrfUCfadT7PaGr8NmfC0B/fzYfPJzB96jh8/WPnICvd06deiYiIiIiIiMgDPP/pQ29r8WwhxB0Avoae9uP+i3v/HhQC721EXgZgiZRyhV1jJbKKlHIZeu7TRESuNlGYF/yeIEIAek6WfUSUJ902T56f8LKIwuFQwCUn1/TQ3PgdVxf87luifHNhvdYhEZFOtgV5dTd+p04I1s7QdDgax9HadgDA9NPGYUx68slIgPrW05Sj4b7pMzBpS+1rp9awDpEVIrE47n4tB9mlTf1fawqGMWdtIWpaO/HIV65A72dg6IrEkHM8cTvroao2tHZGMHFMmuXjptQQicXx/sEaVLV0YkyaH7dffRam6AjumvmqVtEUMnFvFjB54qvm93smeW5jsen7vGXOZrzz00/irEljTN83uVdeZavTQzCFnke2X2hs/HbJ+61xBoLSY4T+CSOafsZSS/DbnMbvxXsq+v/97MYiLL3nE7hg6jhT9k1ERERERERENBLPB7/7SCmXA1gOACpD4HcCuJMhcCIiIvtMgv526KEmoOek/nRRpbg0a178goSXxRSWYg14ONil9USi6lak3vDdjuJGjSMiItfT2UTpG61hZAPe3l+F2auPoqqlEwBwyth0/PTm6fjujYknKwEqG7/NGKDbaGij9xtoVFU7icHLxwfkTSNNSlmeUzko9D3QouwK3HntObj2vMkAgH3HmxGOJb9/rz9Sh69ec7bhsZJ2+ytaMGdtodPDUK3oRAf+56Xs/tcwAHjig6N49KtX4Parz3JwZO5mduO3X83xlwUHBXuPj/y8Y0RjMIz7FuVi2Y9uUH2deFxifcEJvL77ODojMZw9OQszP3UBPvyh8QmvY9GiU6RTbZs5bctmKGsI4l/bS9HQEcaEMWn4nxvOwyWnT1B1XT33K61Bbi3Hnla+F8gyEPwea1K7tiIN7xuMhNETaQyGMXNBDlbddxPS/Mk/cyQiIiIiIiIi0itlgt8DDQmB3wlgJnravvs36f17pBD4UgDzpJQb7BktERHR6DFRmBj87m0Pv8JXqrjtoSSN31Ekb1dN83CwS2sQU8Yi6k4Q6mwEHk0YKCBH6LjjDXvMazhJPpBbGujMIGyo/N5SWI//XbIfA1eFbwyG8fC7+RifmYY7rmXwchgNrz3VTe2IxOKqghZDf9sBBr/JQxKFvvvsKmnsD35H4sqvERGFYLhePC5KLr+6DV+ftxNdEW+8lnaGY5i5YO+g0DcAdEZieGD5QUw/jQ2niZgd/E6lFVcAYO/xZjQHw5issjn+obfysCi7YsBXmrB8XyWe/9a1uPWy060ZJA1S0RRCa2cEk7LScPbkLKeHo9u7B6px3+LcQcfmi7LL8X//eZmq6+tq/LYw+G2lcaJTeaMExsD8kPWI1JYaAMg0qfF7qKITHThS04Yrz55kyf6JiIiIiIiIiFJ+urmUcpmU8lYAkwHcDWAdes7tCvR8JjcwBC4AzACwVgjRKIR4TghxswPDJiIiSkkTETRtX32N35eL5MHvZjkOlfLUhJdHZPJ5cG45uaaH1hOJ7UGVJ/BMCn7bEa50s9H93XuD9FhSbd2RE8Z3ojOQJFTEHRo6urEuvw7rj9ShtTOi63ZSxewPCpAog/noqiOG73sp+fyq4bWnuSOEzzyxCctzKhNuU9XSiQeWHcBTG4oGfd2ncrUMzatqEBk00tPCityqpNd54oOjA67vrde00eSht/I8E/oGgOyyJpTUj/y+LhyNY/7WEk37c/N9c39Fi7k7NPl7VRX8NvEm7fhVPbn2qPJGAFbm1QwJffeQEvjFGwfQ0GFTwHSUu2n2Rtz29DbcNHsj7lmQgxNtXahp1R8MdkJBbRt+uih3xGPzP76Xj0NVrYr70PM85tf4WZNbPpvKMhDezrKgXXtEMfXBbyvD6K/sOG7ZvomIiIiIiIiIUrLxeyRSylYA8wHMF0JMBPA19DSBX9O3yYDNBXqC4jMBzBRCtABYgp4m8P32jZqIiCi1jBPmLes6UWXj96H4NCSL2Co2fosYeg4TvBei09oA19QegpqFjM1uqiNruTlMYzWBOD7pO4SpaEETxmNL/KOIp/Dc1/yaNs3XGXbv0Hl/STbRREqJOWsLMX9rSX+wbVxGAD/73HTM/NSFum7Py9q6IjhUlfh31dARxrETHfjwh8brvg3vvWKpoCH47UccVS2duH/pAYzNCOCLlw9u/WztjOBbL+xGacPw4KLaSVNpUB8oIRpKuPRR6tZxpbJQOIqDlcqhQjd5ZUdZ0svf3l9t+m06dTT7f+8expv33mja/sx+H5VKK670eW1XOR744iWYkJmWdLt1+XUJL+vojiK7tAlfuuIMs4dHCUgJrD5ci9yKZgS7vfF5QXMwjDlrC7FgV+JwbiwuUVDbrrgvPW+hvNr4PdbA53pZMO8zwZH0z33V8L7ByjD6vvJmy/ZNRERERERERJS6qYckpJStUsp5Usrr0BPwfhBALhI3gfe1hef0NoH/UwhxlQNDJyIi8rR0mNfwOgFB+BHDpSJ5g84heX7SyyMKwW/APSfYRvKtF3Yju7RpxMu0nkisalQZGh3FQWKv2VHUgP96drvTw3DEBaIa69J/hQXpj2FO+ly8nP4E1qX/EpcLbS2Uqa5waJAhru/5zicSPy/8a3sZnt5QNKjNtKM7ikdWFuAthbbaVHSsrkNxmy2F9QkvUzOZIxULv7UEOAa+bv/pvfxhlz+z4diIoe+h100mFcN2pE9+dRv++G4+fvtWHl7cVopgtzsnBaTq0ZvXn+52lzQhlmgJCJfaUGDCCiMDuPm7zy1vwRt7K7D6UK05OzRp5aQ+alepALy1GsjWwgbFbZRWPJi9usCs4ZAGdW3d6HDp6+BA0Vgc9y7clzT0rYXU8Uym9VjSLavNjIX+RncjbeGaxLU0foctG8ZonoRPRERERERERNYbNY3fifQ2gc8GMLu3CfxuAHcheRP43QDu7m0Cfx7AG2wCJyIiUpZhZvBbhDBN1GKMSH6SJi+ePPit1PgN9ITAoi49bNpW1IAdxQ145fsfw00XTe3/+uHqVs2B9YBQuT0bvz3hUFUrvvfyHnRH7T1B7IaTm+MRwstpj+Nc3+Dw7AW+WsxPn4Pbuv+CRkxU3I8LvpV+Vo0lu6wJ102bMuCG9D2+RYLggpQSz24sSni9pzccw+1Xn6XrNvVw0+9ULzXfQkq29mqYlDDw9a+qpRMVTSGcMyWr/2u7E0yYAtSvluHmSWF2aw1FsDSnAk3BMCZnpeOu687BxKzkTa2p5EtPbR30/2c3FmHJzI/jIgOt/Y5JwacOt/Na6NspTh5fPrDsoGn7EiYHv7UER91wjK7WKzvK8OUrT7Z1t3dFsHB3OdYcroUEcN15kxX3UdYYsnCE5qhr60J9ezey0v24YOo4p4eT8p7ZcAwBvw+3XXkGskubsLOk0bR9x3Q8tLUGv92y2oyR8HaWiasAJiM0BL8zLQyje+dZl4iIiIiIiIi8yJ0JJocMCYGfD2AGgJkALujbZMDmfSHwWQBmCSFKACwFME9KWWbboImIiDwk3cQTVeMRwllCuQlMqfFbTaA7DTGLF6Q1Ji6B+xbvx56HboHf15PY+enruficRScSzQ4skDX+9F6+7aFvt/icb9+w0HefM0QTvuzfhVdjX7B5VO40e/VR3PuZ6Se/oPPxnSi4kF/ThsZg4gk6xfVBnGjrwmkTMnXdrteYkamMqwlupWJ4U2fjNwBsOVaP/77+vP7/H6xsTXhdtSEcBr97bDx6Aj99PXdQu+c/1h/DM9+8Gp+5+DQHR6ZeW1cEy3Mq0RyKYEpWGu649myMz9QfXG8KhnH3ghys+vlNyAgoTzC0jYPpIw8VDbsef5bJufHnEwpH8frucqw5XIcHa1twjYnrb/ocemALISydTZdddnKCVntXBLc/ux3F9SdX6sgtb7Hstu3Q1hXBw+8cxtv7q/snf3ziglPwp9svw/TTPDhpyCP+uqYQAPDYKvPb4N87WK35OlqPJfWsNtMcDONf20vxfl4N4hK44qyJ+PFnp+Pi0/Xfz8YJZxq/NT3laGn8ViiTMMJD822IiIiIiIiIyIMY/E5ASlmKwSHwewDcgeEh8L5TChdicAh8LoDlDIETERGdlGHiCZUJIojTReLGTgCISYEqeWrSbSIqGr/9Hgh3NQXDOFrbjkvPnAAAKGkI4la/thODqk88ujj4LaVEMOz+35eZGju60RyKYGyGH2dMHAMACEfj2FOW/PGRymb4Nye9/HrfEQa/E9HQqjxQouDRPhXBnKL6DtcFv8PROFYdqkFDRxgTx6ThtivPQGaaOwKcozX3reW1x8jrtpbG747uKMZljN6PVSqbQ/jZosGhbwDo6I7iZ4tysernn8JZk8Y4NDp1th6rx70L96G96+T3MGdtIZ771rW4cXryY8hkShqCOFTVimvPm6K8MZEGTofIrGiNdvp7slIoHMVX/7kDBbXtAABfurnfrNrXLLPY/auKxSWuf2Q9Qin0/i4el/jFkgNYd6Ru0Nd3ljTi+y/vxTs/uRGTstIdGh3pdbi6TfN1tD5+tQTFo3GJ9q4I7py7Y9CkidKGIN45UI2rz52E794wDbddeWZ/eYBaRsLbYxCGQBwSJs6AGYmW4Leljd8p/AJHRERERERERI6z+BOW1CClLJVSzpJSTgdwLXoC4aU4eT5d9v4RvX8u7N2mWAixRwjxSyHENNsHTkRE5DJmNn5PQAhniuRL857AZMQUgt1RqRzkS/NA8BvoWRIbAN450NM2pfVEotrvU9gcMNBiUXaF00MAoDIUYbCSsL0rgl+vyMPHH12PW+Zsxice3YD/9+peVDSFUNYYRHwUn2O80X846eVf9mfbNBIPkuYGv73oUFUrPvPERty3eD/+9F4+frn0AD75+AbsKFZeZUKNxg5j4YLU+UlrpOG+GRD6X6cCKl/j/Ijj8j98gGc3Fg0LPtuprSuCncWN2FnciFDY3nGsOVw3KDA9eFxRrDlca+t4tKpq6cRPXs8d9j20dUXx49f3oaZVf6MlALy0vczQ9U2XkjNCyG4vbit15HbVvva5LUT+6MqC/tA3YH5QW08DsFfE4hLfe3lPSoW+AWDv8eZhoe8+5U0hLNxdbvOIyClaj1e1NoTPXn10UOh7oNzyFty3eD++/NRWtIYiGvYqMdbAeng+IZEJ6xq2+2mYzGxl8JuIiIiIiIiIyEoMfmskpcyVUj44IAT+BIBWJA6BXwvgcZwMgd8vhJjgwNCJiIgclwEtJ5QU9iWiOF8kDxTVSOWWxaiKxm+tJ9icEorE8GZuJX62KBeA9iCA6u8z7t6AwaLs0XGiPB6X+MUbB7AouxyR2MmEy9r8Otw0eyPKGkY+wUukSGejf8Igk8sSWGpa11YdqkV16+BAQ0NHGD9euA9VLcaCoACwJn/ksA8p0HDfNPK6rfa1M030hIWf+OAofvDyHkRi9r82zt1cjBsf24BvzN+Fb8zfhU8+vhELdx+37fbnrC1Mfvma5Jc7bc3hWrR2jnxs2hKKYM1hY4/VvW5becNdT8fUS+s8QIPzBg0pru/Ao6sKzN+xifdNt93NNxScGPR/syfKaXm/J5y88+gwd3MxthTWOz0M061PEPruszKvxqaRkNOsbPwGelY1UVJQ2477lx5Qvc8x6IZPGHse09oYnl3apH21CQ2N3+kihjQTSyqUlDUEsTi7HIuzy1HRFLLtdomIiIiIiIgo9YzeNYlNIKXMBZALYJYQ4moA9wCYAWBS3ya9f/d9sn4tgGsAzBZC7AMwF8BSKaX2tQCJiIg8KN3E4DcAXCyStztXy1MU9xFRcTgUEFH3pQhGEI7G8JsVh/r/79fcIKXyZJfOYOiw3ZgcCA2Fo8irajV1n27UHY3h/jcOYG2S8OjMBTk2jih1uelhb1tWR+fEDiNBJuGRGtrmUATvH6zGzE9daGg/y3IqDV1fzVOnx7Jd6mi4bxoJfqsN4QwM2+0ubcIrO8rww5su0H27Wi3KLsdjQwKYTcEwHnrzEE4Zm44vXn6G5WNQajpvd7AJXY2/rzumcLm7gutqJq4YZdVTh5VzgLwWZjXKydfMHcWNiLl8SRk33RtOtHcNmzBmdkO32Q3ibuL2VSP0en5LSdLLD1fzNMFoofV4Vev2ZY3qQsXrC+oSToQbaqwJ7dhjRLemN9p3Pb8TH5s2BbdffZbitv2vkRqC3wAwBl2IYJym66gx8PgnHpf47duHsDi7vH91Nr/PTa9aREREREREROQ1DH6bpDcEfjeAu4UQn0NPAPwuJA+BzwMwTwixDsBSAG8wBE5ERKksQ5gb/L7Elzz4XaMi+B1TsQBKmkcavw9VtaEzcnKs2huk1G0vpDk/j5jJKaBgtzd+T0bE4xI/XpibcHlwsl9zMIx3D1ajKxLDOZOzcOtlp3v7BK7Ox7fZQSYzSCnx3sEaPLepGBXNIYxJ8+OyM40tvvTsxmJDwW8znvXUTJrxpWIQUsOkI7+B1+2AUHfdoeGbbUUNtgW/pZR4Mkmb9py1hbYEv71OKeTUHDL3uNVpdgTHyXpOHmL87q1DyhtRv3B0+OuW2UFtsxvEFdm4ksuBytSf0DvaHRoFk7aT0fx5jcpjVK2kVN80nyW6lDdSMBba95Fd1oRsLSupxLX9rMaiG20WB7+f3ViE13cPXqHO7ZOpiIiIiIiIiMjdGPy2gJRyPYD1AO7pDYHfA+COgZv0/t13uuaW3j/P94bA50op37RrvERERHYxu/FbSa2coriNqsZvjwS/jTbKqT+RaE5gYc6aQtzwo1NN2ddosXhPBUPfiuw7efpmbiV+++YhBMMnHzsXTB2LV773MZwzJcu2cZhKZ6O/cGHw+6XtZfjTe/n9/2/viuLEUeUlz5NR24ZnJTMyV03BMKpbOpEe8OGi08a5sjG3rq0Lz20qxop9leiKxHGtrxCL/Oqua0fj99Db2GTwvqVFYV0HGjoSNy72XX7quAzbxkTWs6Pp2Y3PBUrioyw05cXfkRI1kxJszBtbyuygtpb3e2autpR690Jywss7ypwegqPUTrzvY+VE22N1Haq2G4dO5Y0UZJnQGq5I42TmLNFl6ccIUkq8tL3UuhsgIiIiIiIiolGJwW+LDQiBQwhxB4CvAbhz4Ca9fw8KgfeeyFkGYImUcoU9oyUiIrJWhs3B72oVjd9RKKfIvNL4PZRf45mrANQthytMCg3sPd6MQ1WtuPysiabsbzTYXHjC6SG4XibCpu0r2V39YGULZi3LQzg2+AR8SX0Qdy/IwZs/vgEZAZUpVTfR2I7Wx/bGySSklFi4u3xQ6NstjAalco43Ycne5KtdAECiXGAkFsejKwvwevZxdEV67rsfPXsi/vCfl+GacycbHJ152rsi+Mb8XSipD/Z/LRqPQsVLNgDtQZqB1IZqjLSKG7W7tFFxm8K69pQLfu8pa+qZ/CSBj50/BTdfclpKhmCtkirB2aFKGoLKGzmsuqUTz2wswlu5VYjGJS45fTx+dvNFuOXSDzk9NFcYOIHO68oagph26tiEl5vf+O2+iXc03Bf/vgUl9UHced3ZTg/FVQ5Wtjg9BEdpnqjvgs+lsnS0dQ/bh4Uh63jfwU5c3WdbfawKo/dNuDlU1ZZyK8kQERERERERkfN8Tg9gNJFSLpdS3iWl9AGYgZ5gt8DJ8/8DQ+ACPQHxpUKImBBiiRDiq7YPmoiIyETpKoPFZqlREfyOqEiRqQ1Eu43WIIDq34/G9qRkHl11xLR9jQYfHGbbt5KJsCcA9sbeimGh7z75NW3YX+7RIIPOx3ei4ILdOcP69m7c9vQ2/PatQzbfsrWklPjFkv2447mdhvbz5/fy8dL20v7QNwAcqGzFD17eg4qmkNFhmuYf644NCn0D2iYXGAllqw3hGAmXkzaxuMS9C3MwY+5OPL+5BM9vKcEPXtmLu57fiU4XB0bNbuhW04psFGP05msJhfGN+bvw+u5yhMIxhKNxHKxsxQ9f3Yv3DlYnnKiTSH27DU2pNjPzmMnp+Q1femorCuvae8YywmDMDmprCY5yokwPJ+4jBbXtCMfieH13uQO37l6FKlumU5XW41U3BL/HCROC3xY2fi/NqQQACI3B77EmfF8j6Xu+OVLbZsn+iYiIiIiIiGh0Y/DbIUNC4HcBWAf1IfDFQoibbR80ERGRAT7EkSbsPVFVI6cobhOVysHvZ9OfgvBgwEvriUG1wQEZN+9nsb2oEcFuZ4P1epc974rEkFvejNzyZoTCg78HNbtk9MIaE4U9we/XdiUPbryebW6ww7amVp2N38JAjMasHFI8LvHj1/fhcHXqnVh/aXsZVuRWGdpHZXMIr+w8PuJlzaEI5m4uNrR/M+0oHt5o7RPqX3uMBGPUB7+dD98k5XT6sddT64/hz+/lY96WYrR26ms6fGZDEVbm1Q77+p6yXJ15zQAAIABJREFUZldP8rAjqG02743YXLG4xDsHqnHvwhzcsyAHczcXo8Pgcerf1hbieOPIE2seWHZw0EQcNYyOx42e2VikuI3a+6be43qzhMIx/GxRbsLLtTb8KvEJvukg8io3NX6HY+r2bUbj9xgLg9/bjtX3/EPje1ozvi8iIiIiIiIiIrsx+O0CUsplUspbAUwGcDcGh8AlhofAZwBYK4RoFEI8xxA4ERF5QTrsXdY0Iv2oxyTF7aIIKG5ztmjA9/2rzRiWrbQ2yqWpPJEY6jb3d7m/wpyWP71Bj5d3lGm+zrKcSnz6iY34yj934Cv/3IFPPr4R/9pequv2yVxmNn4bCe29e6DatHHYSufjyOwgkx6FJ9qRXdrk9DAssWJfpeF9bC6sT3q5m+6z+TXDw/taXtMCQyaaablbp0zw2yXmrC3EC9tK8cjKAnzysQ3YOUKoX8nSnIqEl717oBpdkdHxuzjR5t2mZzUTfA5VteLRVUfwl/fz8fb+KkQTrKphlXA0jv9+YRd+tigXK/NqsfpwLR5bVYCb/7oJNa2duve7Pcl9PhSO4WBlq+59p4rSBvNaf2Nx56cvFNS240T7yCFCVUFtDcxuEFfi/E93dJi17KDjkxjIem5q/Faa1NxHqRm7S6ahXY4xtA8j+l8CtDZ+WxT85sOYiIiIiIiIiKzE4LeLSClbpZTzB4TA7wGQi8Qh8MkAZuJkCPyfQoirHBg6ERGRogybg991mIy4ikOdCJQbvwHgLv8mgyOyn/YGKXUnx060mtuo/NT6Y6bsZ6HOpbMX7Bq5ATeRDQV1+NWyA6gbEMBqCobxf+/mY3mO+nAmT+ZbQ03jd7dUnvAxakl9gQIfpOP36aV7jYej3agrEtPcYi5GqPd8fnNJ0uu0dTnTIptd2oQfvrIXtz29FV97fmfCALpPQ9wsYCAIpzZE57d5FZNU0N4dxU9e34f6dvUB5srmECqbE4duw7E4Nh1NPqkhVdy/9AAiOsLQD79zGCvzalQFYp0oBpZS4rdv5eG2p7fh+c0lmL+1FPct3o8v/H0LGjvsC7v/fV0hdpUMnzx0or07aYOzkqITyUPNL25L/tzsFla+xpu169bOCA64JEj/VoJVOswOarth4h2Zb8neCizeU4GuSAzdUR5vpCq/xqkUbph0qBSQ7sAYdCIj6TZZFjZ+99MY/B4jrBmTE6u/hKNxdEVijr83JyIiIiIiIiLrMfHgUlLKVgDzAMwTQkxETxP4XQCu6dtkwOZ9IfC7AdwthGgB8DyAN6SU++0bNRERUWJ2N37XyCmqtmtDFlplFiaKkZdg73OxrxJj0YkgkrcXuYnWIIBfZQNdPG5uwKCuzZx2pS3H9AW/Suq1Bdlnrz6aMKDy2OoCfPWas7CzuEFxP09tKMKM687BOVOyNN1+KoqbeFJSTeN3hG+DEtO4LHYfn4jj9n/uwNNfvxrnnuLMfXptfp0jt2u1sI6g5wVTx1owEvMtzi7HgyvyBn1td4LWdi2vaVobFAdSG6pRu0qGFZwI55qlMRjG5sJ63Hnt2eq27wgrblNiYluw2+2vaMG/TVN3jNvn5R1lulY3scui7IoRm0aL64P42eJcLPzhx20Zx+pDtQkv21PWjPr2bkwdnzzMpkck5t5gVkFtG55afwybjtYjFHY2cKgmwParpQdsGIk67V1RVDQNf39pdlDbiuD3OaIOHxE9j8mt8SvQicxh26hp8Sdjfr0iD7/uPUa69dIPOTwasoJPaJyo74JJh1kKwe+QzOgpYEjyHDHGjuC3xsnMqdD4faSmDU+uKcS6Iz3viS89YwJ+fstFuPWy0+0bBBERERERERHZio3fHtDbBD5bSnkdgAsBzIJyE/gsADm9TeCPsAmciIicliHsDX7Xqgx+S/iwLX65qm0vFCO3kLqVVUt/u7VZLre8xfLbaA6GUVDbnvDy+vZufOelbDz8br6q/d29IAddEedP4DrpUFUr/vz+EdXbf1hU4C+BF/Fc2t/wSOAFfFhUDLpcTeO3k4FN15P6Ht8+xHGgogUzF+xFKHyyYY1FY4MdU2h+NctHz55ky+0YUdEUwu/fPqx6e6Gp8Vv/Y1x147dLXwvt8t5B/cdET29Qv9IHw4WDLbN4ZQMnft4r9iX+nrYXNaK21Zow1lAlDcmPHxI1OCfjVNtmR3cU87YU43+X7Mcvlx7A1mP1msdSXN+BGc/txMq8WsdD32q0dUWw9oh7JoC1dUbww1f3Dvu6ltUr1FD1mqXyJv2I4ZHAfGxMvx/z0v+Geel/w+6MH+NO/2ZjgyTD1qTo5MbRTuvxqhuOPceJ5K/JQYxBaITJIgONVdiHUUUnOlBSp+2zIVtayC1U0RTCN+bv6g99A0B+TRtmLsjBmsOJJ7YRERERERERkbcx+O0xUspSKeUTA0LgDwIoxfAQeN//B4bAj/WGwKc5MXYiIhrdMmxu/K6Wp6je9o+R7yAulZMu04X2wIeTrDoxqCV8p2p/Hkp1HaltU9xm6zHltu8++TVt2FvWbGRIntYUDOPuBTmqt7/LvxFrMmbhvwPr8e/+PfhmYAPWZMzC1/wb+7eZKJSDtWmIQnUKZrTR2I7Wpy/IVFDbjg0FJzRdd2Veja7b9CKtPxu9vPC0uqO4QVObuZbXNCPBb7/K5wYjt+F17V0R/GrpQd3XP944vAW3KxLDgl3H8d1/ZeO7/8rG3M3F6OiOjnDt4dw6wURY0M2+ZG+F8kYulOx3tPd48uOgFbnWht3VqmxOvjrQSOy8b8bjEtuLGvDcpmJc/ocP8MjKAryZW4VlOZX49ovZuOGxDZrC379ZkYd2lY9Bo8z4Ma3Kq3HVc8ErO4+PGJg3e2KumUHyhwIL8c3ARgQGtBBPEJ2YHZiHL/iyTbsdIuqh9fMaN0xeVmr8DiITISRfHcPqxu/bn92OUJe227AqjG7Xy9Jf3j+CltDIn7nOWn4Q8biLXiCJiIiIiIiIyDQMfntYbwh8tpRyOnpC4E/gZAgcGB4C72sLL+4Ngd/PEDgREdnF/uD3qaq3rcMU3ND9lOJ2030ea/zWuHSw6v26oGkqlbyefdzpITjm/YPVqGrpVLXtdFGJPwdeGvGyPwVe6m/+ngjlxm+fkKpOtLspQGRbkDduLPgNAG9obKR9defofQwk8vSGIrywtQRNwbAF0VF3+J2Gtm9A22tPwMDrVECoewy4Pfj9izcO4GClNSth5Ja3oNPE1SqC3VHc/ux2/O6tQ9h0tB6bjtbjsVUFuHXOZjQGw6bdDilz46SRQ1WtTg/BUmb8zI/UtOHf/7EV//3Cbjy+umDEbWpau3D+r1eiJaT8mOqKxLCv3F0TE5UOyY7V2bOihlFmT8w1a39j0Ylv+9eOeJlPSDyS9iImod1Vx8ZEXufX3Pjt/LHnWIXgd0hmICSTB7+V9mFUR3dU83OjVWF0q58zr39kHab/ZiVWJ2n1bg5FcLQu8ap1RERERERERORdDH6niN4Q+KzeEPi16AmBtyJ5CHw2ekLge3pD4BMcGDoREY0S6bCnMa7Pjvhlw772k89OT7h9LU7B7vglSffJxu++/Zrc+G3CPsJRe8Lo7x4wP/y/Ms+dS++2hMJYsLMM87YUY1VeDWImt0Q1BcOagp+f9+1DeoJAZrqI4RbfPgDARKEc/AasD216tlRL6nssDQzlbims13z9ZoY7B2ntjODP7x/BjY9twDsWPO+4gdbnbS2rTRgJxqgNmLs9+F3b1oX/fGY7XthaYvq+/76u0NT9/fHdfBTUDg+kVLd24VdLD5h6W3aSSe6zyS4j92vtjOBEexc6R2h0tltLKIyZC/aqDnX9dFGuYvPn3rJmRGK8j1rBzIbunv2Z8x7oWl8h0pJMfDpFtOPXgUXIr+5Z/YgBcCLjtH6u4oZjT6Vm7A6MQQiZSbcZI6xt/Aa0fxZmdRjdKnVt3Yiq+OBh4W5OtCYiIiIiIiJKRQGnB0Dmk1LmAsgFMEsIcTWAewDMADCpb5Pev/tyVtcCuAbAbCHEPgBzASyVUrbZN2oiIkp1djZ+b4ldgWPyrGFfnzo+efNQUfwsXO8buSUPAC4U3grfWRX8FohrWireSrnlzXhyTSG2FTXYcnuLsitsuR2nvZVbhYfezENwQKDpglPH4uXvfQznnpJlym3c+NgGTdv/IrA06eX3B97AB/Hr8BX/dlX7S0cU3UjXNAatjjcGcd4pYw3vJx6XeG1XuQkjUsGE4Lce5U0hTB5r7e/DizojMTz05iGnhwGgpwF267EGRGNxXPShcZh+2nhbb1/La5ra1m4jt2PVa6zZHll5BNdNm4KrzpmkvLFKrZ3mHdNJKbEmP/EEqIYO5UkhbjkmodRX09qJ2auP4u39VYhLYHxGAN+54Tz87HMXISPgd2RM7x2sQUWTutVTAGDrsQYU13fgog8lfg6PxL3x/OZFZq+cZNZr0RQoTxz4WmATlueswWM8XiMyhdaJiq4Ifis1fiNT8Xkuy6J27YG0/myzFALtejV0WP+9qhHlZC4iIiIiIiKilMTgd4rrDYHfDeBuDSHweQDmMQRORERmShf2Bb9/EvkpRuqRVlpKvViemfTy80Qd0hBFxCOHUFaF0nyQWLHP2fbzm5/chJJ6dc3OZmkJjY5G4rzKVjyw7CDCscH3n5KGIGYu2Iu3fnwjMtOMh5s6I9pOxiZrIQQAv5B4M/0P6venYhUCo6dH73ltH1bdd5PBvQD/3FSEl3eUGd6PKnF9gYJEjXWHqlqNjIZ0MjsH+97Bajz8Tv6g8MKXrjgdT864CmPS7Qk7amlJHSkYU1Dbhr+tLcQHh+uSXldtUCRRuFxKib3Hm1Hd0okxaX585uLTkB4webE1pQOaAeISWH+kztTgt5mO1rWjOWTsGDHZ/f1wdSue21SMY3UdCPgFvnL1Wfjm9eciK90bx3J2a+u0ZoUez66CMUAoHMP3/rVnUDt9e3cUz24sRlMwjEe/euWw66j5to0+Xy/crX1i2Nv7q/HLL1yc8HIzVuNRY1F2Ob7xsXNtujV3ML/x25z9jRPqJg/8Jm0hbt98Cey7lxClLq2f1xhZ0cYsio3fMhNpCuNU2ocZAi5q/O6OOv97M3v1NiIiIiIiIiJyB57pGkWGhMA/h54A+F1QFwJfB2ApgDcYAiciIj3savz+RfgetGHciJcpBSuKFILfARHHeaIWRfJsvcOzlVXBbz/iWHckeXDOanaHvgGgsll9m6KXLc2pGBb67lNQ247c8hZ84sJTbB6VOhNESPW2aoLfRh2pacOvlh7Aw/95GcZm6HvrVdEUwpNrC00eWRI6G79FguebzYX1RkYzolhcoq0zAp8QmJiVZvr+CYjG4liTX4fqlk4cq+vAkr3DVztYmVeLjEAe/va1q2wZk5aW1KFhj8rmTvx1zVG0qAgYJ5rEMPw2hoc4alu7cO/CHOwrb+n/2pkTM/HXGR/FDdNPVbVfKzy9oQj335o45Omkji7jz8WJfmPbjjXgOy/tHhQ6Plzdhg8O12LhDz9u+HaVCA8GI7NLm/A/N0wzfb/7yptx8enjIaXEW/urMHdTCapbOpGVoTxxxC2F7ktzKhNetii7At/82Hm44uyJtoylNRTpf/07UqP9I7pnNhYlDX7b5aE383DelCyVCXnLh2MLs9+faXltTPaMNAHqjqGv8pXgTDSiGs69phGlCq1B7gwbyxSG+og4ju/7V+E6X/L3pSFkKjaTj3Fl47d1Y5q7qQRnTMq0bP9qMPdNRERERERElJpMrp0ir5BSrpdS3iOlnALg8wCWo+ccQN95ANn7p+9rtwB4HkCzEOIDIcRXHBg2ERF5WLqK4PcvI3ejXY4Z9LUTUltDZRMmaNp+oKL4WYrbTBfVuvdvN7OXEu8jILHqUK2ZOyQXeXXn8aSXv7Y7+eVuCWgpSRPWB7+BnqDYA8sPQur8wWSXNtn7M5X6GskSNU6eaDf3JPrb+6vw+TmbcfWf1uKjf1yDr8/bidzyZlNvY7QrbQjiljmbce/Cffjz+0dGDH33eTO3CtUt9kyK0dJqOjTsMXdzsarQd8911b12jhQouee1waFvAKhu7cI9r+WgvFH9xBQyrisSw08X7Rsx6LKnrBlzNxfbPygPeD+vxpL9HqzsWf3hn5uK8b9LDuBoXTvau6Ooa7M+/GWX/3hmG77/8h7kHLf+NenGxzfg2Y1Flu1faFhVwIi4BP61owxSxfO7mm28INFEOb3MCpKrbfwGgNNFkym3STTaaX38ToAzE9G/7NuFVRm/xozAFsVtgzITnchIuk2WDcFvpfD5UFkWNn6/urMM9Sa/J9Yq7pUPaYiIiIiIiIhIEwa/qS8EPkNK6UNPC/gyDA+BA4ND4MuEEDEhxBIhxFdtHzQREXmOUuN3WPqxLPZpfLZ7Dh6M/BB/jczA/4Rn4Ybup1Av1bfnNcjEwW+l4GUNpiAkk5+kmi6qVI/FaVY2ftPo9f5Ba0JhdktX0/id4DkjrzfAptb7B2uGhUHV+u1bh3RdT7e4vuC3Hc8L7x2sxn2L96Ok4WTj/66SJnz7xWwUneiw/Pa9ZKTMnprQXGc4hpmv7kWZhpDyajMnAiWhrfFb/5LqahsCR1pCfn/FyI/ztq4oluwt1z2mVBSO9vz8zIihjPRUnVfViuYkYf85dq6kQBACKKnvwF/XHHV6KJbaUHACM+buwJbe1S66Ivqfi5Lp6I7iiQ+O4vXd3n9eWZvv7CpCdjO98Vuo21/O8WasLziR8PJxGgKl6TZNniRKdX6Vj98+4zWsbmWW09CMOWnPqd4+iEwEFT5TyxLWhaz7aP3ZWhlGbwyGsbfM2QkzeiehExEREREREZG7MfhNg0gpl0sp7+oNgd8FYB2Sh8DvBLC0NwS+WAhxs+2DJiIiT1A6QRxGz3LlDZiIxbGb8UzsK9gc/yiiCKBanqL6dpqSBb8VrivhQ7E8I+k2F/rUN36PQ0jzErNmsiqIaVWTuNvZVH5INklTE/weQUVTCN95abfm623uDYFp1R21+TlEZ+O3sLiJMxaXeOjNkUPwHd1RPLLyiKW37zV6z+3vKm3EMY0h+rcP2LMShpYAh7Hgt7rbCWh8Dnl2IxumB/rMExtxtLbdlH2NNKlh7ib+vN1G7woWqw7VYo/DgSkt4hL42eJchKNxyyfL/W2dNRMY7D7kHT15NAm/MPebVfOaFY7FccdzO5Juo6XxW+8xtFswAEluofXzmvGwP/j9Of8+ZAh1q+YAPcHvEDKTbuPGxu+xFofRNx7V91mAWbSu5NHY0Y2VeTVYmVeDujbrg/pEREREREREpA+D35SQlHKZlPJWDSHwGQDWMgROREQjyUA46eXdvcHvkdTKKapvpxHJGr+Vr18kz0p6+Vf82/ERcTzpNleJIrya9igOZPw/FGZ8ByvTf41rhP3NklYFtH0mBxaYpyYn6A2t/G1dYdIW2USeWn9M1+3ZTmcYxurG78K6drR2Jv65Z5c2cQlrEyzYmfz1zUlaJhcYmXSl9rVzpMZvUq+6tQv/79W9aO/S/nw61EgP/bp2hlTc5sEVebqvO2PuTry93zur7rSEIsivacPKQ9YGv+vb9Yfngt3R/ub9soYg7n/jAC7/wwe49Per8Z2Xss0aIg1gxSQ5n0n7HK+h8dvI5CoiOknr8aoTwe//8O3UtH1IZqJTqfEbNjR+azxOt2NMTnozV/0x1FPrj+HGxzfg3oX7cO/Cfbjp8Y14bFUBJ80QERERERERuVDA6QGQN0gplwFYJoSYiJ4Q+AwAt/RdPGDTvuzWDAAzhBAtAN4AsFRKucGu8RIRkfukK4Qsw0mC32obvztkJrqRrmlcQ5XL0xS3WZXxa7wU/SL+HP0W4kPm0V0mSvFq+qOYMKA17VJxHMvS/w//E5mFrfErDY1PC681fjcHw5i7xb0NnaNtKfpUp/SclMhmh9u6LBfXF+axeiWAxdnlSS/v6I6io9vbDZRusKHghNNDSEjLa5qRULba27FzRY+KphC2FzXgvYM1ON4UREWT+oCeFbS2BiZS3hTC0r2VpuxrKGZTUs+s5QfxiQtPwWnjkzeJusX8LSXY5OJjhsv+8AEyAj7cfMlpWJtfh2icDxqrWfHezKzjr3Eagt96j6GJaDDNjd8amvnNcoM/X9P2QWQiptA1lS5iCCCKqIWnJrVOUOlpIZdI5VqCrcfqcdNFU5Nu88aeCsxZO7i0IhyLY+7mYpw6Lh0/vOkCK4dIRERERERERBqx8Zs0kVK2SinnSylvBTAZwD0AcnGy9VticBP4ZAAz0dME3iiEuN+BYRMRkQtkIHmjY7c03vjdJMdrGtNIquWpqrb7fmA1fuR/Z9jXZwUWDwp99/EJid8HFtgaFPMLq4Lf5gdDwtE4fvDKHjy/ucT0fZvl7+s80tjsMJPygJZL0/lYbAwmX73A86TO4LfJKwEQDaXltScg9L/Wqn3tTDNwG2pJKfHwO4fxmb9uwoMr8rCtqMHx0HffuMyy6lCtafsaLZblWBOWt5IZhwZdkTj2lDabsCd7JFulwi26o3GsOlTridD3yrxafPHvW7Bw9/H+pnKvseI9lFlh8nFCfZMwG7+JzKF1omJP47e7n6+DMhOdSN74DfQFra2jdVJMQMQVP7P0usV7KhS3+eemooSXzd1czNZvIiIiIiIiIpdh8Jt06w2Bz5NSXoeegPeDUA6BzxZCrHZivERE5Kx0kfwkSjhJ20+NyuB3IyYmvfz8U8cq7kNtuzgAfDuwFoEBjWdj0IXrfUcSbn+RrwrXCPvCw1Y18JodWiiuD+LVnWXYV95i6n5TQTwucaKtCyfauniSzWQBodxWGI5JHKxswcHKFnSGR0nIRep73hj6fHPPghwcrm41Y0REAAChJfhtIJTmpsbveVtK8PKOMsQ8EMp00mj76Tyw7IDTQ3DMIysHH2fH+dgYVQpq2/HQm4fwwLIDnjwutuK9mWnBbw2N32ls/HY9gTg+4TuM23w78QnfYYy+V0p3uUBU49HAfKxL/yXWpP8K9wfewClo1RVOtjowbVQQmQhJNcHvLkvHoWf1H6vH5LT3D9YkvbyqpRNljYknATV0hPmZHREREREREZHLWLeeGo0qUspWALPRE+w+H8AM9DR9963/NjAA/nn7R0hERE5TbPxG4sbvGpVh7EaFxu+PnjNJcR9VKhu/AeB00YwPi0rky2n9/89QCJN+L7AaeyKXqL4NI/Sc7FLDitDCn99PHJgfrdbl1+GJD47iaF07AOCS04032tvBKzkcNaGVuZuLMXdzMQDglLHp+OnN060elvPiOhu/hwRKVh+uxebCejNGRDp45GGoiZZwm5FQttrbseo1to+UEi9sK7X0NlKZ216LSuo78PzmEhTUtSPNJ/DZS07TvS8vZp0X7i43ZT9VLYPDqX3HSORtWhvH39pfjc9fejq+fOUZFo3IGmaFtAcSJu1z/AgrViWSpmLypJuszKvBsxuLUFIfRHrAh69cfZbTQ7LUdFGJZ9OewsW+k6tDHI2fjXsj96FYpvb37kYfEcexJP2Pg1aF+7CvCl/y7cY4oT1oPB4hhJBp5hBNFUSmqlU+skS3pW9Y9LwXGCu60ezBYyyzFJ3oUNzmjud24AefPB8/v+UijM9M/BkuEREREREREdmDjd9kOillqZRytpRyOoAL0dMEXoqTq/s+4djgiIjIMUrB73Cy4DdUNn7L5I3fak5AaWn8BoDLfGX9/1bTlHazL1fT/o2wrvHbm8ure8mOogbc/VrOoEBTQe1oDjeZfwY2XWNbYWMwjIffzTd9HK4jzQl+A0BnRP2+ki0rDaRmkDlVqHltNYOW1x4joWy1QZGAxY2nR+vaUd/u7lZH13BbynuInONN+MLft2DJ3gocqGjB3uPNeOKDo04PKyV0aXidodSyrWjw5DJ3Pwv0MHvVJMC8MPl4TY3f3nncvb67HPcu3IfD1W3ojMTQ2hnByzvKnB6WZSaiAy+lPTEo9A0AF/sq8a+02ZgA5WAnmWtO2nODQt99LvQlb19OZLxI3MjsBiGZiRCUG7/HWNxcrmf1n1Rv/AaAjQUnsKGgDk3BsO59vLitFP+75ABXXSEiIiIiIiJyAQa/yVJDQuCTAVwopXzQ6XEREZH9FIPfMnHwu06qC343wXgjchcyFJvDB5omavv/PU5FU1qmiOBMNOgam1ZWtMpZuV866ffvHEaMJ9L66Tlxq8RLoRVb6QxQGp0Q8sHhOuwtazK0D0ptWgJzRp4z3NL4fXRUT/bRxs2vlpFYHD96bR8iMTePksh7FmVXOD0EzayYPOs34RkwHRFkiOTv1QeyeuKTmX7zZp7TQ7DVF/x7cK5v5BV3zvXV42DmTORl/ADPpD2Fj4jjNo9udDkdjfi8by8+4jNnxYs+E2Bf8DtTRzi7A5kISuVG8rEWhqwF4vAL7c+N/+nfYWjVIC/43st78P2X9+KTj2/AP9Ydg9T53n/dkTpsKDhh8uiIiIiIiIiISCsGv8k2UspWKSXXqiYiGqXSFZaE7k7S+B1BAPUKbd4A0CgnaB7XSLS0fl8kqvr/PV7lSbjP+A9oHpMeVgW0hasjVt7X2NGtapnd0URrO7caaR4KrVgtHI2jMxxDJBYH4nobv40/36w9Umd4H9TDrhZuO2lr/NYf2lB7O3qCIXc9vxM/ei2HkxxMNlJmxS1HKvnVbTjB5nYigjXBbzP2OVZD2zfAY2g3+7jviOI240UnbvPvwpL0P+JyUWLDqMxxOhpxvTiCK0Ux3PMqP9yHRQUWpv0FuzJ/ivnpc0zf/3gVZQNmmayxIT4uBTqRgU4Vjd9ZwrpjI72fg/0k8DY2pv+i9z6W2kLhGP62rhCv7dI/AWR3aaOJIyIiIiIiIiIiPRj8JiIiIlukKzV+I5D08jo5WfE2zAp+V8mpqre9SJxcRlntEtmf9eVqHpMeVoQLevbr3hOtqWDrMXsa4b0kA/pSLhztAAAgAElEQVSXIk4kTWEyymjy0f9bg4/8fjWu+/M67C/XdwLXjIkmz2/2Rvhkf0ULDlS0OD2MpFLxWVrLa4+Rtj61Td56wuXZpU1YdagWd87diZe2eXdOtBDun1qgt8HQbC94+PdM5CWhsPuP68xo5x6+T+PHX2pWrRqIq+a411f921RvO0F04ndpr1k4GnNkIIwn057Dtoz7sCTjT3gn43f4IH0WrhGFTg9tmKlowavpj+FG/2HLbkNt2YAZJgttq88EkQlAIKQi+D1GR5u4WkaeF8/11eOF9CcxFc0mjsi9ntpQpPuYef5WHuMSEREREREROY3BbyIiIrJFhkLwO1njNwB0Il3xNppgf+P3eeJEfyhV7Unzq3z2NAhZ1fht1X6JErGi8duKfVrBjoBlZ6QnwNPaGUFehb4mYqtXAnBJhhMAcPuz2/Ffz253ehijjpbXnoDQ/zqldtKUkVZxAPjLyiM4UtNmaB/UQ47w/FNQqy2sZJXqFuuaOQvr3PE90sg8MD8ipSzKrnB6CIosafw28HrXR+3k5T5s/E4d1/sK8CG4exWSJ9Pm4g7/1kHHdhf7KvFS+hM4X9Q4OLLhZgbew+nC2sDweGFf8HuS0Nb43Rf4jsGPbpn8872xokv3uJQYPUY/TbTgNv8uk0bjbvXt3TjG1eaIiIiIiIiIPIvBbyIiIjIsHRF81bcFPw8sww/97+NUtI64TTJhheB3WOHEEQA0mNb4rT747RMSd/k3AQDGqTxpPlW0ImDDCXM2fnvHG3sq8PT6Y3hjTwVCYbboDZUhkj9/6OGV0IrdrbV6H998XiCraZlcYCTwoTZg7jcYtovFJTYX1hvah1Pc0qbdx2XDsYWUEvcsyHF6GESkgSXBbzMav7UGv7lqTkr5uC/f6SEkdL6oSRjAnSSC+LZ/rc0jSu563xHLb8PWxm9oCwQHZWb/v5Vav61t/Db+ecr1vgITRuIN+12+khURERERERERJRZwegBERETkbReIaixMfwRniJNNUb8MvIGHIj/A8vin+r+m2PitEOwOqzhsaTIp+F0tT9W0/Z/SXka7zMJ4Dctkn4I21GGKxpFpY1Uzt2Djt+keWH7Q6SG4mtLEET28Evy2m94AEVcCIKtpuW/aEfxOMyFU8tiqAtzz6QtHvMyOtv9UMQpz3yiuD6KkIej0MIhIAyuOlczYp9pVq/qY8fpH7nG+rxZuPYy/yZf8PfJNvjybRqLOlb5Sy29Dy2dORk0W2lYWCWJw8DtZcHwsrGv8NuN58Yv+PbDgIwgiIiIiIiIiIlMx+E1ERES6ZSCMl9KeGBT6BoBMEcFjafNRFD4TB+R0AEC6QjNYt0Lj9wfxf8Nn/QeSbtOE8UkvnzBGuTUcAKo0Br8B4K9pc7ElfqXq7U8VraiTFge/TVj6e8T9uvXMMLmCtCCCpzRxRA8Gv0em9/HNxm+ympbXNCNNf36h7rpmtAlSarMyu79w93Hrdk7kEbOWHcQH+bWeaf0XwvyB+k04/tLaIMxj6NQyEe6dRHR34L2kl1/kq7JpJO5hZ+P3JI2N36GBwW+ZCSQ5DhojrGv8DvDzKm088hpKRERERERERMMx+E1ERES6fdx3BNN8dSNeliZi+Ip/Gw5Ee4LfGQgn3ZdS8Htb/Iqklx+KT0M30pNu4/epS+BobfwGgICI42b/ftXbTxWtlp9gsSqg7bcgtEA0HiH8MLASX/dvwBiEUSGn4vnof+Cd+CcsCX4rTUYZrXw6H996m8LVsmJCQSqTvSm43PJmrNhXhWg8joom+xoCrSA03AeMBD7UvnYaaRVPprqlE0dq2rCp4IQl+09FXgl9mqmiyb7gF5FbLdlb4fQQNLHivZkZKzFpbRC26vWPjNE7Ie1M0WjySMyjJngcQBTRUXSKa7yw7/V/stAW/A7KwY3fyWTBuuA3J2cSERERERER0Wgxej4VIyIiIuM6W/B1/wZMQgcmiiB+FHg36eZ3+rfg4eh3AQDpCs1gYYXDkko5FbviH8HHfUdGvHxF7Kak19eiUaE53AxTRYvlt2FlM7dAHBI+y/ZP7jVSg2lXJIalOZUoqe/AKzvKNO8zgCjmpz856PF9mTiOp9KfwdRIC/LleQZGnOg2eUJ4JHoD3FYHv0m7P7x9CK/sTJ1WYC2vaUYe32rvy2Y/h0RjcTz87mEszq5AND4Kk8wGuHViiNpA+sWiHJNFBxrkBBTJs1Vdp+iEtjAW2W80Tkig5Kx4b2bGPsdBW/Bb6X09OUPr77HPuWLkifxeMRkdqMckp4dhmwl2Nn6Ldk3bBwc0fncqBL/HokvXmNQIWLTyHRERERERERGR2zD4TUREROp1teKxtBdUbz5OnDyZo9TY2y2Tt3UDwE/CP8OS9D/iQl/NoK8vj92El2JfVD0uJRI+HIhfgI/6Skzb51Cnos2yffexMojpg2RslgAAZQ1B3PX8Tpxo19/a9S3/uoSTOn4TWIjfRb+ve9+JeGWZeiGErekxvQEiq1cCEMnWCqdh3tpfhe1F7m1w1MOnIdxrpOlPbVu42cvIP7HmKF7bVW7qPsndzhF1eDwwHzf48/u/tjV2OR6I3I0anJL0umWNbPwGel8jiTxCy8oVapkS/Gbjd0rQ2wR9njiBnqXIvPl8Olm0o146H/w2o31fjQl2Nn6raFwfaGDj98B/j2SMcH/jN8sOiIiIiIiIiMjtGPwmIiIi9cboP6GWLpIHv5UavwGgARPx7+HHcJtvJ67xHUMEAbwfux575SW6x5XIW7EbrQ1+i1bL9t3HysZvBr8JACKxOGYu2Gso9A0AN/oOJbzMLyQ+5TtoaP8j8UpbobS5MtTIhBEzT44fqWnDkj0V6IrEcM6ULLR2Jn8NocHsDH3blbvUEvxOM/AKpfa108xl5EPhKF7YWmra/kYipTQtJOu2sG046r1mxyx04YW0J3Gxr3LQ12/yH8J88STuDP8BXQptmVbZVZJak0aI3MKK92ZmTPTV2hSdJrxxDD3a6G2CzhLdmIoW1GOyySMyTs3RhtZwslXsem85Xmezux6ThcbgN8b0/1up8TsL1gW/zZqcMg5daEeWKftyM7eunENEREREREREyhj8JiIiIvUyJiAqfbqWTlVs/Eaaqv2EkYYV8U9hRfxTmsegxRuxz+BWXw4+MaCF0UxTRYsl+x3I2uC390JWZL786jYU1hk/2f55/76kl3/Rv8fwbQzllcZvuxl5bJs1IeSp9ccwZ22hCXsit2rv0h7k13LfDAj990S1t9NzLGROQ+aWwgbE4taGLt45UI3/uuqshJdLKdHRHYUQAuMyvPVRkc3zY1RLlo//sn/XsNB3n8t9Zfi8Lwfvxm+waGTJfX3eLkduN9VsK2pwegjkMlomMKllxvu98Robv41MriLrGAkEnyfqUC/dGPxWfsxMFu1wQ27VvuC3nY3f7Zq2Dw4Ieys1fmehK+nlRpj1Odh4hEZF8JuIiIiIiIiIvItrlREREZF6QqAVYzVeqecsnNKJsLDK4LddghiD70YewFPR25EXn4YTJi8ffCqsb/y2MpzN4DcBwIJdx50egm5uDa00B8OO3r7fQHLCjEDT5sJ6hr5HgSYd93NNwW8D4RstLYFmNQquO1Jnyn6S2VBwIslldfjyU9twxcNrcPkfPsBdc3diT1nTsO26ozF0RWK2r0SQij7j25/08i9YMOGJiJxlTeO38edjzY3fnDzpSuOF/kDweSLxMYJT/IhhjFA+XpwitIWTrZKuUHRgFiO/Z60ma/zZhgaEvUMKjd+nWPh7M+v43M6ftZN4WE9ERERERETkXd6qcRpCCDEBwC0Avgbggt4/famsFgAlAPYCWCulXGHSbZ7fu89iADm9f5cA2CelLDPjNoiIiNysRY7TdJImEz0n65SaxLqlu4LfANCNdMyJ3oU5uAsA8HX/BjyW9oIp+54qrA9+W9v4zbNDBOwqaXR6CLq5dZn6Tz6+Aa/+4Hpce54zrXvGGr+NP+e8e6Da8D5GF4lrxDGMFV2okVNQJM92ekCW0fKaZmRih5b7sR9xw/G3+xbnYv0R6wNXb++vxj++fvWwr289Vo8fvrIXAwvHs8ua8O0Xd2PFj27EpWdOwNHadjy55ijW5FsfUB8tvuzPTnr5bf7d+Ik9GTIisokVE2fN2KfW4LdZoUoyl5Em6HN9dXB6XveVohg/CKzCjb5DaJHjUCDPUXU9ra3UVrFrQkTP49WcFWeS8SOGiRqDzx0Y0//vBjkx6bbTRSXSEEXEgtOTZn0ONsHGdnUiIiIiIiIiIj08GfwWQkwD8Dx6Qt/9Xx6y2WQA1wK4BsBM0bPG7uMAHpNSthm4+SYAZQCu6/0D9FaZ9t5GSe+ffTgZCt9r8DaJiIhcQ2vj9zNpT+EzvgOK27mt8XskrVJr23lip9oQ/LayldvKUDm5X3tXBHEJVDbrX1LcaXYtx61VMBzDj17Lwbr7P40JmWk97zFsrOFyOvi9LKfS8D5Gi8tFCWanzcelvpPN+xtiV+H+yD1oxgTbxmHX3VNomHBkJHyjLWAeRTfSdd8W0BPIdtKvV+QNCn336YrE8fA7h/H3r1+Fb87fhUaHVyPwKmtjWaNbPC4dXyWDSAsr3puZ8Z5snMIE7aHY+O1OWn+PA50nnJ3YdY0oxML0R/obvk8VbZgOdcdHrmn8tmlScUDEkYVuhJCpvLEBExHUfJ2QPNnyrRTcTxcxXCQqkS+nab4dJWZ9VjVehDAa+g4ED1aJiIiIiIiIPMtzwW8hxHMAZvb9d8jFQz+KEUO2mQVglhBippTyRT23L6VsRU+gvK/9+xoAHwNwJ4DzAVyInubxgaF0CQ/+rImIiEbSIsdp2v4Wf66q7bo9EPxugbbvPZnJosOyhqM+VoaztQTwKLVICVzx8Bqnh2GYm0MrJ9q7kV3ShFsu/ZDtt23keYMTQuwzFc14Mf2v+JBoGfT1m/378Zz4B74V/jWiKfYWVMtKE3rbSM9CPfxC/e14/T5f3dKZdALP/ooW/PHdfIa+dbJxzs6os+ZwLZ5cU4ijde4I/BGpYcVrhk8Y36fWpmi7Aq6kjZHG72mOBr8l/pH2bH/oW6tJbgl+w75lOsYjZHnwe7KOn2twQOP34fg0xe0v85UhP6a8nVZ+k1YlMPKY8hI3HK/WtHbi6Q1FWJ5TiUgsjumnjcOPPzsd/3XVWU4PjYiIiIiIiMjVfE4PQC0hxAQhxB70hL77At1yyB9gcNh76OV9l80TQmQLIcYbGZOUslRKuVxKOUtKeSGAWwcOecgfIiKilGBm+HmgsAcCam0mNn4DwCmwsvVbImBCECARr4fdaGT17d1OD8E2bg5+A8Czm4oAANLmM7FGHttagrlkzNf8m4aFvvt83HcE/+Y7attY7GqJ09bEHYPWir67/BuxNePnmq6jN2DuFivzapJeHo7FsfpwrU2jIVJnc2E97n4th6Fv8hwrJs6acew1XmNTtNdf+1LVBAON3+c6GPy+UFTjHF+97utPgTteCzJsfG85XlgfSJ6EDs3XCQ4Io9diChpl8lNvl4rjSS/XK2DSZ1UTbPg5u4ndnzv0ae+K4Fsv7Mbru8vRHY0jLoHCug7ct3g/FmWXOzImIiIiIiIiIq/wRPBbCDERQA562rUHBr5HClUPDIH372KE610HoFQI8VGzximlXAegJMk4iIiIPK/V5PBzn26Zbsl+zdRi8vd+qrAu+G11AJMBz9Q0b0ux00OwjduD37nlI4d6rWYklMSVAOzzZf+upJff6ttr00jsIzSEOHxCagqKXy5K8JfAS/BpaPsGvB9+c0PDnxUaOtwxicmuSRGjzUNv5qXsfZdSmxUTZ83Y5zhoCwy7/Rh6tDLSTjxFdDjWbjxdVBm6vp5maivY2fg9wYbf1WShPfgdkhkD/icUW78v85Vpvg01/IKN31p0RXp+XhVNzny/z2wsQnF9cMTLfv/2IbSG7HtsEREREREREXmNJ4LfANYDuLD3333B7b5/DwyAJ/oztBG87/9TAOwTQnzFxLGWgA3fRESUwlrk6G38Nrvt3Mrgt9WN3FoCeOQd646ccHoItkkz6YRwqjHy3MGVAOzzEV9F0su/F/jAppHoEwprf/z5NU4s0BLK/g//Tl3PCV4Pfqeqp9Yfc3oIZKHKZv2ttkRO8luwGpPP4LFXAFGMEWFN10nja58rGW2Bdqr1W2vj/FBuafxOt7Xx2/rXQT2B+k5kDPp/vpyWdPtLxXFLPlcy6/jcSIu+lzz8bj52FDXg3QPJVwKyyq6SpoSXRWIS+yqabRwNERERERERkbe4PmElhHgUPU3fA8/yDgx/A8A6APsANALoq8abhJ6w+HW91x943aH7WSaEmCmlfNGEITtTzUdERGQTs8PPfbqRZsl+zRREJqLSh4BJJ+2nWtr4bW0AkwHP1FTaMHLTUirySlth3OZWUyOhJK4EQGpUNofw7//Yqvl6Wl/X0hBFN9StJnJ34H3N4wF6Hy8euttLKSFGQQ31qzuPOz0EIqJhrFgZxeh7srHo0nwdpWPoTHRjPEJoxETEPdM5431G24mv8R3D4dj5Jo1GPaP34b5m6rHoRBCZcKqPJ03YGPy2oYl6ErQ3fg8tczgcPy/p9uNEF84TdSiTZ2i+rWTM+qxqAkbPZyP3vr4PY9PtO1W8r7wZ7+yvRjQex4GK5KdT//rBUXz24tNsGhkRERERERGRt7g6+C2EOB/ALAw+ldr36d0yAI9KKXNV7usOAF8DcGfvl+SAvwWAeUKISVLKJw0PnIiIKIW1yrGW7NcLwW9AoAXjcCraTNnbVHi38ZsBTzKPM/clLwS/i+u1n3A3ykgoyeoJJ+R+3dEYludUYfXhWkgpcc25k/G9G6dhUlZPAFtKiXtey9G1b5/Qdt+04zHutcbvJXsq8PWPnev0MIiIRiUr3p8Z3aee5uBAgtfXc0UdHgwswpf82QCAGjkF/4p+AfNit4GLY1rPaAv0PYF3sST2WYRt/lwmA9oa54caLzqxK+PHOF00o0ZOwfux6/F49BuI2HzaKx0R225rgsF2dzX6AvVqdchMHJcfGvS1wwqN3wBwmThuevDbrONzoy36XtISiqAlZP19WEqJ37x5CIuyy1VfJxzlZwxEREREREREibi9dmPWkP8L9LR7T5ZS3qU29A0AUsrlUsq7AEwG8ASAVvx/9u47Oo7qfhv4c+/M7Ko3V7k3wMYYjDHFtNBbgIQkBEJCeyG05Ach1EAogYROIITQa6gGA6EkNAMGDMYYYxvjgg3u3ZKsbkm7O/f9Q1p5Je3OvVO36Ps5xwesnebV7myZ5z53x7fO8fD3HYyxy1wec+q5yQghhJAcUIveHPz2Nvje18fGb9+D3zYDeISkkq72+GwIfh9+98eB79PN74OC371bSySGkx+ahWteW4hPlm3Fp8ur8I8PluPwuz/G+tr2MNKq6mZ8u97Z4Cm7j68gQtnZFvz+YOmWLn/vBeXfabWxrgVfrabp6Qkh7fwYOOuksTtREeyHhQ3W87WvDA14zrilM/QNAJWsBtcYL+BKfaqrYyRq3LZAD2bV+KU2w5uDsSHPZfAbAAay9tfaSlaDc/W38aRxO7SA36OFAvxsGUzjd4Ot5WeaExDtFrZfKQaiSYQt1xvPV9k9NCmvvl8odnB+JNamzllrK/RNCCGEEEIIIYQQaxkb/GaMlQI4DztC2QzA+UKIo4QQjlNSQog6IcRVAEYCeAX+hL8JIYSQnFUninzZbpvIkuC3h8H3Acy/8WJ+BzAp4Em8kq7gZJAX57OJu+A3DQjpjeatqUVTaxS3vb0U36zr+VG9uqkNF7/QPmb7RRcX+u0+vgwKfvfw/uLN6T4EQgjptfz4/LQrXw03s+cUOQiQJhs8eYH+FobyrUmXP097C/1Qa3s/xJ4il43fAPA7/XXXDdx25fnQlH2gtgiHceW+IE8E2fgdRBN1hY3G742iAtdHzurxcwGOJWK45brj2SqbRybn1fvzEtbkyXbIDv+Zvz7dh0AIIYQQQgghhOSUjA1+A/hlx38Z2r/BPl8I8ahXG+8IgJ8M4CgAqxL2Ew9/n+PVvgghhJBcUgufgt8BT8XrVK2HwfdhbIt8IYd8b/zOyeC3wIF8IZ42bsN7oSvwauh6/Ix/EnhbWG+TruBkNjR+pwNzER7iLBfPC0TFVa98Yxkqnrt6G6obW7F4o7O2b8D+65rB/H+Op2vGAq8IGqtBCCGB8eM1o5w1Ygircrx+sYOwcLL30FP4opTL68zEUdpXtvdD7PGiBbqS1eB4/oUHR6Muj/kTND9Jm+nLdlMJswCD3wE0fpczeeP3arM/nowejZNa/4ItKE+6zCLTOvi9K18FN4NXkvHquypq/PbeFytosmRCCCGEEEIIIcRLmZywOrLjvwLANC9D34mEENMBjGaM3Q7gCuwIfz/CGKsRQrzmx34JIYSQbFUrvGu8TtSK3tf4PZxtxo63Ht7yO4yW7WG3ZH6jTcdfjSe7/GxS6HtMiS7GFdHz4cfvKZNc/vKCtOw3XcH6ZNPUE2r8Js689c1G6TKvz9/gah/M5mMziEElNICEEEKIKr8Gzu7GVmKd6OdoXSfBxmSvr3vwFZbrXKFPxXOxI2zvK12K0AwdMdSiON2HokDgUD4fJR40fgPAkdpcvGIe7Mm2VOT51DC+K1vty3ZTCXI2KScDNuwqg3Xj94PRE3B79FfS7SwSIyxv78fq0Rf1qEKpncOz5NVngCCa1YlcS5S+tyGEEEIIIYQQQlLJ5MbvxG+Df+v3zoQQV6G9/Tux+XsaY+wkv/dNCCGEZJN6D4PPidqyJPjtZeN3CduOCsiblJzwO0zrphU4Ew1jm3Gj/nTS207WP8ExfE7ARxS8aXPXpWW/BjV+ZxR3we/cGxBCvLO5ocXV+nYHFgRxbsnmQVAtkRiWuGhgzyQst8dlEUJyhF8D5CZIQtdWihwESJ0EXMtYk+110mEntg7TQjdifvg8zM87HzNCl+IIPjfdh5VSIbbjAeMfeDJ0p2fbdPN4csKv4PcIvhlhn7adTAi51fhdKnnOblP8XmyxpPEbaP8uxkuaR7NQlQRwPxO5tTXbcenU+VhTTb8PQgghhBBCCCGku4wMfjPGSgGUYUfbdyBXIzvav8cAWBU/FLSHvw8NYv+EEEJINohBQ70o8HSbjSIPMWiebtMvXjZ+A8AItsnT7cX5HUbLtWbfg/hC6BYXCA/h8wM8mt4lXcHJIFvZsombQR3ZHIIl/nv44xX4dHmV4/XtPr70AJ7jehbOHHDNawtx81uLceDtH+HVeevTfTjEgt2We0JIZvNrgNwEttLxukUOgo09B0/mxufCcWw1XgndiMl8WefnwhF8Mx4L3Y1faB+n+eh64jDxL+M+HKd96el2B7Nq9EWdp9u0Emb+Bab9+q4lmSAHFZcE0ERdCOsBmw1Q+05wlRgoXWYo26K0LVVeNX4XsNZAPk8Qudfmrcehd8/AjO+8fawQQgghhBBCCCHZLiOD3wAqEv5/apA7FkKsEEKMBvBBx48YgOkU/iaEEEJ2qBXehp+/NnfydHt+qvP43+7XxUjuUctRKrkW8LxWf87y9lP1GcEcSC+UruZtavxOzs1zO9dmAiCZxe7jK4jBHV4FS4L0/Ow1eHzmSlQ1tqb7UDwjcvTUQwOUCMktfn1+msBXwmn42knjt8ZElxC76gwbecjs150L9DdTBmov1adlXAD0Sn0qDtEW+LLtIFu//WzlHsM2+Lbt7lRes8e1PIFdWp7CuW2X4abI6Y73VQz7z1t7hDT43STylbbUiAJUi2LLZYZ5HPz28lxb5Pt9TVTFTIGLX5iHmqbgmvwJIYQQQgghhJBMl6nB77KE//86HQcghDgSwKMdf42Hv/dIx7EQQgghmaYWatO6qjAFw6OxH3u2vVR2GWB9sUlVreKUtqqGc2+ntY2jxm97ClhmBxFymVdTMduVjYHNILhpo8y1ASEks9hv/Pb/Oa7ReYT4KAz/WlAJIcHzq/G7nDViCHM2o0a+w9Bt4gDKfMVA98gA25ftCqMNx/LZKW8fzKoxhS8O8IisHc9n4QL9Td+2vzsLLvid52vwO7iZTUKS5vLvzCHYjjy0IoTp5l54InYsHoie6GhfxQ6a+u0oQCs4s/6+pwlh5e2tFf0sbx/KtipvS4XKZ4AfzEqlbdltVx/L1mA/vhgj2UZb6xE19S1RzF5Rne7DIIQQQgghhBBCMkamBr87CSFWpXHf5wO4uuOvDMDXFP4mhBBCvGu9rhf5uCZ6Dj41d/dke1YmDi2TL6SgDt42fvt1AdzvACajgCfxSNoav1mMHsdJuDl35NqAkMzVO+9nu48vnfkfytbpHEJ8RDNTEJJbZK9jrcLAJ7EJjra9G1vpaD3V0HZ3icFK1eDuqAwOQo5iGxGSvG94JnQbXg/9Gedq/03rZ4giNONG42lf97F7gI3fvga/eYDBb8lrdhv0Hj/7R/RneCh6AqJixyW6TaIcn8XGW26rlDU5O0hFsrZvAGiCWuM3AKwV/S1vH8a9bvy2fi5vFBU4su1OXNz2e+m2VEP2w9kmTAvdiHfCV+PF0F/xUfgyPGXcjj6oU1qfqLvrve/SfQiEEEIIIYQQQkjG6PmNU2YI7ttFCSHEHYyxFQBewo7w9yQhhD9zKRJCCCFZoM5F4/d35hA8HjsWdaIQX5pjsQ0lHh5ZarrGPNmO543fzJ/Gb78DmNTsS7ySzseSgRjaMn8sbKDctFFS8DsYvfX8a/exKQvgeIFmDiB+CuIxTEhvNwhV+J3+Ok7QZkFHDN+KEfhn9CRfBibLZrkxwXB15Ld4i1+DCtZoa9sT+Aq8Y+5j+5jyHc561KXxW3Ebo9gGR/sKwk5sndJye/AV2IOvwET+Pf4v8n8QafgcsS9fgr6s3td9tAe/BdovhfgrT9KU7UaQjd+yWTraYPT4WStCuC36KzwdPb2fcEIAACAASURBVArD+WZwmJhtjsOP+WwcoC1Kua0S1gwdUUR9urRXyLZLl2kUecrbWyMJfg9l3ga/ZQMzY+AwwTHL3FW6rRLWLB1zW4pGPG3cjhHdZvM7RFuAx9ld+GXb9Ul//7mgLWrixTlr8ORnq1DT1IbyAgP/78CROHXvYQjp/pwff9jq78AHQgghhBBCCCEkm2RkykEI0TkUnjE2In1H0k4IMQ3AUR1/peZvQgghvV6ti8bvW6On4aXYoXjX3Cew0LeX/Gn87nolqRSNuEh7Hbfoj+Ea/TmMdnDB0u9gIAU8iVfSGZykNtWeZNN6W67bSwPJQeutYWO7jy/1+8n5Y763/i5IMEI+huEIIUAf1OH50N/wa/0DlLBmFLBW7MO/w9PG7TiSf+X5/pjk9SYGjg3oi9Pa/owPYnt2/vwHs1K67QmOG7+dtS0bCa9/qtsYyf2Z6coLO9lshj5em41DeHo6YfyaMSxRP1aHStT4vh8ACPvY+D2Or8XZ2tsoh79BeUA+WCtiEdLeiD74wtwVn5u7IQYN1SiW7q8cDbaPUZVK43cz7AS/B1jeXokahCTBeTtkjd9RoQEA6lEg3VaJQuP3CdqsHqHvuIn8BxzIF0q3EVeJavxC+xinaB9hqE8lEV664Y1FuP71RVhZ1YS67RGsqm7G9a8vwg1vpB64QAghhBBCCCGEEO9kauM3AMwDMBHAJACr0nsogBBiOmNsDIC5AEpBzd+EEEJ6sVqHjd+fxcZjhpmesVNexZTrbDR+twoD9chHP4tGrhLWjDI0orbj4t5E9j2eDd2CIrbjYtu52v/wt+iv8XjsOOV9+x/8poAnUVOMZpyofY5CbMd60Q/vmHsjBq3zdgp+ZxY35w46LwSjt4aN7Q44Ur2f3NyfsmAJIW7QaxQh/vqD/krSsB5nAncaD2Ov1j27vGd1S/Yey+xoV14qhuGcyBXIj7RAh4lG5OFG/Wmcqb+fct3d+Eo4aWgugAeN34rbyOzGb/sDrU/VPsJH5p7yBT1WpNDG7IXd+QpsNPv4vp88DwO/ydxgPIPTtffx67ZrsRHW/x4OE7uwtWhCXkdLtfrzSfaa3SbUL8PVCHlBQh/WgK2iXHmbdqgEvxtFvvL2ZI3fnAkMZlVYKeSDXFSoNH4DQCsMtAodYZb6d1fM5MHvH/FvLG8/mH+DD81Jkq0IXK6/hPO0txBi7Z8vTMHwQuww/Dl6dlpmF1DxwpdrUv78xxMqceBOfQEA89fW4omZzgYoEUIIIYQQQgghJLVMDn5PBbAngF8CeDXNxwIAEEKsYIyNRHv4eySAuYyxvSj8TQghpLdpFmFH610V/S2CmC7YTyqN33+P/ALvmHtjiyjDELYVb4X/bLn8SLYJ80QxitGMR0N3dQl9A+0Xwq7Vn8NCcyS+FOOUjtPvACY1fhMVR/MvcZfxMIoTAgqrzf44K3JV54VdCn5nFjfnDr8HnJB2vTb4bbONXta8GOfm/jRY7/xdkGCE6TWKEMeK0IxjtDkoQTNWiIFYaI7CYdo8TGbLsFr0xyfm7jhc+zrl+mWsCZPYcswRYz07JtnnJ7NbsG97QqPut2Kk5boVrBGDUYX16GfrmPKZs+C3zmKdI6vzmFpj8yi2EU7C6UHYia2zvc4EvsKHI5FTCeWqkAVej9bm4F1zbwDA3mwpztffxH58CZqRh+mxSbgvehI2SYLUKvJ8bPyOG8U34d7Qv3BK2/Upl/mV9gGu0Z/v/Ny6TvTFH9suVP7+RTZLRysM5eOtVgh+V7B679oNuilk8sdYk43G77VCfl4ayrZ4FvzWmPVn0mjngB6GBhQgbNEIX6zQ+H2kNtfy9rP093Bj9CzLZc7Q3sPv9de7/IwzgV/rH6AGxbg7+kvpcWSaz3+owoE79cW/Z63C9a9TAzghhBBCCCGEEOKHzBwq3u7hjv+ezBgbkcbj6EIIUSuEGA3gA7Tffx8wxtJTXUoIIYSkSfeL0irqRT7WSZp+skEEOuaaO6W83RQMz8cOxzIxFLUoxmoxULrN4R1TuO7Pv03ZDs6ZwPHaF8rH6XcwkILfRGYsW4N/GP/qEvoGgOF8Cx4z7kJeRztgOkOsqsHQ3sRN8JvReSEQRm8Nftt8bOoBBL9psANxgik+bkI+t6ASkquO5nPwafgPuMt4GNcbz+Cp0J2Ym3ch7jQewSn6DFxpvIS3wn/GIFZjuR1ZmM8u2etYzOIz9kJzlHT77a3f9jgN3Tpp/C5h29EPdY7256cQIp2fx+0YxGpQbhEY9Ush3Dd+rzX7YbEYYbnMz7SZGM424RA+H8+GbsER2jwUsRb0Z7U4Tf8Q08J/QYUH/37VgQNu7cuXYhCqkt52tvY2bjUe7/K5dQirwrOhW7A3W6q0fdnnyjYb/UvbOmaDs9LHx8dekcJjrBnqZRAbRR9EhfV3iMPYFuXtychm5EmcyaFB0lxeohD89sLZ2jspb/uNNl35c00meWDGD1i6qR43vbk43YdCCCGEEEIIIYTkrIwNfgsh6gC8gvYakNvSfDg9CCGORPvxVaA9/D08zYdECCGEBMbqonQqa3Mg9B33YuzQlLe9b+6FKpR2/r0BBagW1hfuBrH2C5BnaKmn7waAMyym9+7O98ZvSYsSISdpnyIvRfPZaL4R+/ElAOSNXH4yLFrueis3QVYaEBIMWZghV9l9fOmKbdxugt+9tX090wiRXece1fMszUpBMpPA8XwWXjD+iumhyzE1dBOO41/At+pZm3Zma3Gv8S+Us0bX2xrJNnlwRDvInvumRRP2cjEYLcK6MXiCg+B3gWJou7vEQWj5NsLj7a3fmWUE2wTd4eeRXflqj49GrvvsYE58bO6Ob0zrFnkAeDH0Vzxs3JO0GXwIq8Kf9OddH0s4gMbvuIn8+6T7v6hb03JciMVS3tZjWclgrTYbjd8R6KgXBZbLVLAG5e3ZVSCZCaBJhCFsfCcYg4b1oq/lMkM9DH7rknNtNOHY6yUz+l1qvIJztP/hVv1RzA5fhBmhS3Gn/hD6YxsA9cF8VgagBiN56sEn5awRu7FVrveTDjO+24qomRnvDwghhBBCCCGEkFyUscHvDucCqEN76/c5Vgsyxn7GGFvOGIsxxqoZY7f4fXBCiJMB3In28PfcTGomJ4QQQvy0QXLRxqt1MtXLsUPwYPQEmKLrxfm55k74Y+TCHstvENZTIA9i1QCAAzTvpj/1u4XU72A5yX7n6/+1vP0oPgdAeoNtvbU52Yqb8HY6Q/y9iaEYaM41dl/XVJ/fbs4DFPzODFO/WouWSPb8LlQfyyEanEQy0BX6VNwf+iemaIsxhm/AvnwpHgjdhyv0qek+NADAydrHyPeoQTjq8dfmss9PVrNqxaBhibDuHJnA7Ae/8yUBz1S6NH7b2MYovsHR/vy0M1vneN1dWfDB70K4C35vE0V4LHYcFgp5i3wlq0E4xUBeAPiR9g3cDvoIBzi7RT/Ws3F+Cl+cctY1ADhUW4ASNEm3LW38lgzc6K5GUh7gZ/Bb1vjdBOuW7GTWSIogMrXxGwCuM57Fr/SPMIDVYgTfjJP1T/Bh+DIcyBeiDO4HGamE3g/m37jeTzrc9rZaYz4hhBBCCCGEEEKcyejgd0fr92/R3vr9CGPspGTLMcZ+DuBlAKM6li0HcBVj7MUAjvEqABegI/wNQF6XQQghhGS5z81de4SeZdZLws9+s3e0crdHf4XD2+7C7ZFT8ffIL/Cbtj/h5203Jr0ItlHybx8omWbcCb8DmNTsS9w6Tf8IgP+DFKzILtD3Rm4GdTA6LwQiG6f69oLdRj3VQSXU+J39WiImDrz9Q8xdXYNILPMHoKg+bmTtoYQEbQ/2PX6nv5H0tt/pb+BwPjfgI+ppL77Ms205meXKipvgNwAslDQ078ZXwm4IN89h23Lia6ydbYxlaxztzy99UIf7jPsdrz+er/LuYBQVMetQrpX55mic1XYlVolKfBzbHTGb3+l015/VIt9hazzQ/pxI1ibul/5sW4+f7c/lg+9Vmt2tAvIAEEkIG6uogST4jdRhdbdkgwsaRZ7tbcpmABzKttreZiqy91mJg3oaYN2snkoRa8Hjxp34jTZdaXmrZnvZYwdwPkiHEEIIIYQQQgghuS2jg98AIISYhvZgNQMwLUWT95+wI88lOv4wtDeFjwjgGB8BcBTaA+dHJOyfEEIIyUnbUII5Yhdb68jCz9lopajEg7ETcV/sZ5hpTkCql39547f3wW+/G7nTGdYluSWdjd+9NUBrxc1zm2YCCEZvDRvbHXCkej/pLgJHskZBEpyqxjZc8OzXuHJa5jciKjd+02sUyTAnaLMsb79Wfy6t7+sAYBL/3sOtefvVrux1TBY0Xyisg999WAMGodrWMRU4DO0mzpZhJ/h7rDYnY94v7suW4IPw5eDM+cDFbGn8XmwOxyGtd+OnbTdhgRgDANiKcjwdO9qD43EeSLUKw8Z9FNsDT0aPxhWR8/BWbF/bBQSJ+qFn4/fufIV0vfFslXQZ2bmvDfYav6tFieXtFRYt5W4VMOvHWDO8D34PY5vhtj0+TvY+K3GQTb0odLyfMIviMmOa0rIVSN3QXq7QGu5mgAUhhBBCCCGEEEJyV8YHv4HOYHU8/H0VY2xZt/bvSdjxzVD3b/8mBXCIEEJMBzAZ6KxboLo7QgghOe2KyPmolkw/m0gWfs5lstB7JbN3gV6F38Hs3tns2xv/zf5L5yCCdIeTMpGb3wcNCAmG3kvvZ7uPL0MxlK26XDK9NYSfqbY2tOK1eevTfRhSqgMGKPjtPQ0xDEIVhnjYLNqbjJO0NY/im/BrxfbTbFCMZk+3Jw0jSgKt30oavwFgAl9p44gEChy2yBoJg6bybTR+92e1OIB/62ifXipGM/4Ruh9lrMnVdkazDUrhZS8Vwn7j9zrRF6tEJbpfNrk1ehpmxPZwdTyykLAVlbb4x2LH4S/RM/Fy7BD8PnIJjmy7A1dHzsV1kbNwUOs9mNjyMFqFWqi6P6vt9hOBUWyjdL1dFZrdZa/ZdoPfNZLgdx+WOkjsVpHkMdbkIPi9RhL8LmHbUQr587EIzahAveUAbmnjt9jRvt6QZMY+P/RlPQcdxJUxefC7X4/HLiGEEEIIIYQQQkiWBL+BzvD3ZACrAIxBe/t3FWPs1oTFkn1DLq9t8IgQ4msAI9F+jIQQQkhOWyMG4MTWv+Kt2H5Ky68XfX0+oswlC36Xs0bkedzgQ43f3qOAnzqVx1+k44Krm9ClWwaj32l3bgZ12G1kJs701qZ6u48v1YEdbs7tYRdt4aT3Uh28EWIRn4+kNxE4RfsI88Ln4fO8izEzfAn+E7oOE5mX7dC5bzjfLF3mD/orKFVoL80GpS5Dwd3J3h+bkq/pl4vB0oDrbjaC32E4P8ckvhfJtxke/6k20/F+vTKFL8JAts31djQmMFYyIMJrRQ6C1p+aE5L+PAId50cudXU8hWjBzmwtjuZzcABfaGs2lDyFx2CLCHX5+w9iMF6MHYZnYkdhrRiAWhRjWuxgpf11D88OwLYkYfCexis0u4ck/5ZW6NJtJKqBdclCRUf3UAmacL3+b/wndB2mhy7Hn/TnMBjtg5vGs1V4yLgHS8JnYVH4bDxg3ItxCv+WQsljrFHYD0vLgt8AMIxtSXlbH9Thn8Z9mBu+AF/nXYCvw+fj99prSd/vy76rSpxdoUEUSI/LC30sgt/lFm3gcZU+zBJICCGEEEIIIYSQ7GfvG6c06whWj2aMXQngagAVAK7EjvrF7leCvxZCzA/wECGEqGWM7QXgAwB7BrlvQgghJGjr0Q9XRX6L47UvpMv27sbvCukyS/POVtrW2drbeDF2KLZLWpb8DmZnyhTdQdIRQzS73j6njcoU5JGO+9JOOMBr1Kbak5tzR288L6SD6mAJBhMie8Z6S9l9fOmKoWw3g08qOif8IkQdNX4H71ztf/iz8VyXn03kP+Dp0G04pe16LBXD0nRkqYXRhpO0mTiOz4YGEwvEaDwZPRpbUZ6W4zEQxRBWJV2ujDXhp9pneDp2dABH5a8ShfZZO2QDmGKS1+wodCwRwzCR/ZBymQlMPfhdoPB+PZXE85NKa3OiY/gc/BktGMU24ihtLoawrZhnjsE7sX1QhVLHx2THrlwefrWzrQWxMZ5tT0blc1Z3c8yxKW9rRQgLzRGYoNBqncy00I0oTAj/rzb748rI+ZgtxknXzWPyx04LQtJlboieCQ0xnKrPsFyuX7fw7R489XMp0Ri2HmG0odXiWKSN34qt5HHVksbvCtaA/tiGt8LXdgmvj+EbcKI2C3+JnIG7jIe6DBQ4TvsSB/KF+GXbDZave0WSx1gzwor/ih1Ug98LxagePy9BE54P/Q278HU7fsa243LjZfRjtbgh2vW7NF0yuDuKHY3f9Qgm+N2Xpf7MoDLzAAW/CSGEEEIIIYQQkkxWXgUWQtwhhKgAcDKAxwDUob3tO/HPdABHpOn4aoUQewF4JR37J4QQQoK0XfGiz5Y0hRQywUZ4F3q/wXgG74evRD9YN1P5Hfx20wocpBAi2J9/i4P4N9L7TCadzdTZRmUK8raO4LfswqyfVBuBexOduQl+Z8d5IduphkZz7Zxlv/Fb7d/vZvCJ1bTthKSi+h6NXqO8UYYGXKy/mvS2UtaM8/S3Aj6i5ArQgou1V/GQcQ+eNf6G7/LOwm3GYzhYW4gDtEW4SH8D08NXYBTbkJbjG6QQ+o47jM/z8UiCM4pvwj5sCXr2jDgje+6LpBNZdrXQHGl5e3vjt9rx5tsMbCdKnC0j3+bMVYWsFa+FbsDroetwif4qfq59ir8aT+Kd8FVKbcReUGmaVrUrW42j+Bw8YdyB90NX4HnjrziKz4FXj5tEHCYKbDasLzcHY6kYarnMSlHp+JgKux3PcL4Fj4Tuxgi2UbquSuu8SvA7Ch1XR8/D3yO/sFyuD+q6DCScoNiQrzMTO7N1lsvIZulos9v4Lawbv8vRgL8YTyVtLK9kNXgodG/SdvgSth1/MZ6y3LZsUIiTxu86FKJe0q6d6nXm59onXULfic7U38cBfGGXn8kGi8YSgt8NAQW/+1gMFi1j8sbv/tiW1gHzhBBCCCGEEEIIyUxZGfyOE0K8IoQ4XwhRIYTgAMoBjAZQLoQ4SgiR1quwQoiTAewFYHI6j4MQQgjxk2xKarvL5aJNohymkF/IVzWEVeFe41+Wy/gdwPQ7WO6FE/jnmBm+BM+HbsEzodswM3wxrtOfAXN47DoFsJQVMZXgd3vrmZ7GC5i9KVTXH9twofYGrtRfxG+095Gf9IK+u/MGNX4Hw1AcLJFr4QC7jy/V57ebc1Afi/Y+QlLRFAfYhDwMJvZmR2lfocTifUl7SDm9A5cGYys+CF+OPxrTcIw2Bwdqi5IuV8qa8YDxj4CPrt0wtkV52aE2lvWSH697L4Vvxjuhqz0J3HPmrvEbABYK6+B3X1avPNg132aAOFHia2y+Qmtzd2P52h6DDfuyejwduj2Qz1xenl9P16fjkdA9OEybj534euyvLcYjoXvwZ/1Zz/YRZ7fte53oi7MjVwKSQQUbRF8XR9VTKWvGqdpH0uVU2uKtWra7WyBGW96uMdElgLuHRXt+d+MljejSxm/Ya/yugXXjt8YEjtXm2Npm3GT2HcqQOmxcKPks3ySZfS45hs3CugyimDUn/fmPtdmW612iv4rE13HZe/towrm2QRJG94rVZ4ZyNErX15hAf5dFBoQQQgghhBBCCMk9OTVXfUfQO6Mqt4QQuVFzQwghhBDHotCxFaUY4OGFmil8MSpQn/KCoN9h2kxv9p3CF+Ee44EugYIwi+Ic/W20Qcft0V/Z3mY6A8rZRjY9NJDQ+E3Bb9+dyD/D340HuzwfLtFfwdltV+LbhOm03Q7oyPTzQq5Qfc4YiCl072cPu8FvO/eTU30z6+sHkiVUH5uyEBlRc6U+1fL2MtaEArSi2VGQzQsCtxmPopLVKC09lq/FcLYJq8VAn4+rq+Fss/KypazJxyNJTaU92ImxfC3+HboNx7XegnoUOdyKkLbomgqN34skjd8AMCfvd/gotgeeiR2JD81JKZez29SdKHEQmpvtdNef1eIQvgDTzb0822Yyqp8BboucikLWgv/T/2N7H+fqb2MP/gM+iu2JeWIMZpnjbW+jO5VZlWbFdsUGVOALc1e8F5uMOoXH7Hrh3QxlcQfwb6XL5CkMGmgV6oHpLaJMukx/VoutogyAUG78BoDxbJXl7bLBBBGbl+GqhXXw2w2NCYznq/CZOSHp7bLP8s6C30AjrJvCi5M+vgV2Zmst19uHf4f9+BJ8Ye4KQP6ZNrHxe6OosFzWK1azBJUxefAbACpZNTb68FwlhBBCCCGEEEJI9uq91ZuEEEIIIQHy+gINZwJHanNT3+5z826mBzwv0N7s0SIX9/+0d5CXEFBQbQDXqc1YmawlDNhxET+dwe8Qy/1Q3Xi2qkfoGwD6sXo8HLoHxdjRrOY++E3PkSCoNprm2mAVu687qoFu3cV5wCrEQUgqqufa3vAa5bcQIuir0MxfivQElQFgEluOgzR5QDLRkTz1ZwC/2Gnxbr8/g/+soNIe7NQQVuWoXXcI24J/G7fim/C5+K3+P8tlVWbI+l4MQkxhJqlDtQV4zLgbJ/FPUy6T7+L+SgxOe32/T+bfebq9ZFQG1rwaOxBPxI7FYnO44/3szZfhSmMqXgj9Dfcb93X5DOpEIZMPrr05+htcFrkIL8cOUQp9A8B6jxu/AWCCpCEbUHvstNho/N6qEPx+KnQbDuHzMJRtQbli4BbwovHbXvC7RhTbWt6uPhaN3wWSx1mTcBb8bhCS4HeS7xD6odZy1o64i7VXO//fTuP3t2IkaoTTAT3qrAaLlik0fgPAIFbt1eEQQgghhBBCCCEkR1DwmxBCCCGuLZJcDH01dmBAR5Iak18f99UGH5p5xrI1KW9zG+CUyeSAp4YY9uNLUt4eZhFM5ss6/x5EOLC3KVJoo6PG72D8TPs05SCIwawa+ye08TGXIa3ecH9mAuVzVo4Fv7UUj+NUVB+Pbhq/S9h2hH0MGpLcpBz89qm9uDfZmy9VWi5dDdUAcL7+lu11duWrfTgSa8NsBL91Ziq9F/San8FvADiIf2Nr+Z3ZWvwvdA0O1hYqBRdjCl/TtyKEVYpt75y1t8mnaokuYM5DyInvMfJdbCeZSXy5p9tLxlD4XPfHyIVog4FFYoQn+zxe+wK/0193tQ2V55WsVTmZDT4Ev1WovIeyE/yuQTGiwvp51I/V46nQnXg79Cfl7QLAWLbW4jsQIQ9+22guB9r/LX6yCnfLG7/tP8YAoB4Flrcne3yP4RuUtr2/thh7s/bXfDuN3yY47oqeorQPN/pYDEJTHYBQScFvQgghhBBCCCGEdEPBb0IIIYS49rW5k+Xtr2VA8DvdNvkwhazVBS27ATm7Mjn4XYImhJl1WOon/LPO/w8iHNjbyC4WJ0pnk3pvCCqfo79tefue/PvO/3c7YCRfYbp24p5qoDvXHt92ByboLJiAfB/I24QJSaTa2q/SSEusHcbnKy2XrsbvPLTiaO2rtOzbLjvBbyA992mez+9Djtdm21r+Ev0VlLBm+YIdTKiNVF4mhihvM8yiODhFYN1N+3Ti+clNc3gyg1mVp9tLRjaw5n+xfYCO38da0U/aVKzqPO0tlFk0LcuoNH47aWP2o/EbkAe7w5LfQ0wwRBJCujImOKpRorRskcJ9maiAtWIUSx5C1hEDZ9bvU1ttNn5vRx62C/XQu12pG6hFysEicY0OG78bZY3f6Hm+HJ3iPk/mp1r7dzyy9/axboMDno8djusiZ2FzQmP89+YgvB3bGz+YlZ78HlIFvzlM5dfLSlbj+jgIIYQQQgghhBCSWyj4TQghhBDXXokdjIhIfkFutdkfn5vjAz6izONH47fVBS2/g9myC5upDMZWHM7n4lA+z7eWVJWARWIwXjUcmWvtuX4qUmg1jAdG9DQG23ItGOvEBQlNo66D3y6nrydq1GcpyK1zFrcZ/A7q3N6XpZ66nZBkeuvgjXQ4lM9TWq5UsW3Ta8fyLx2t525+Dmd7tBv8LktDi7rfjd+JwmjDkfwrHMO/TBoGLUMDjuVzbG3TVPyafpkYamu7Y9j6pD93E9ju0vjt8fu/ggDeT8oG1kQSQroCHEvEME/2G2ZRHKPZe1wk8qvxuwEFqPco3J6oXBJylw3WaG/7tjd125aE8K7XfpRiEIXKQK022Gv8BqAcYneiH6tN+vMwItAk3/U0w1nwu0HS+F2c5HscO8Hv+CwfsgF20STn2mdiR+HA1vtwVOvtOLT1bhzVdgcujFyKw9vuxrjWp/CHtouUjyOZ9oGiPe/XYjQrf7dGjd+EEEIIIYQQQgjpzl7VACGEEEJIEvPFGPwpei5u1p/s0vi6QVTg9Mifukyl2ltt9CH4bRXu9rud2m6wXEMMN+tP4pfaDOgdoetqUYybIqfjddPbRviSJE1RVqjx23uyljAgIfjtczu9lVz/naoMrkicDp25Dn5T43cQVNuCc22wit2BCUGFa/uyunSkMEkWU30syxpp060C9bhAfxNT+CK0IoS55k64P3qSNNgVlBFsI0bxTUrLlqYhpAwAJ2sfp2W/dpWjAcUKg/oSlbCmwM+NQQS/OUz8mH+BvxpPoLQjpGgKhjfNKbgicn5nuPMAvsj2QFnV4Pd3pnrjNwDszb9DspfEAuY8YJ342ul103o5a0QRmtHo47lEFtRtE10vmSw2h2Mf/p0n+z6ez8KLscMcrVsomVUpKjhaHQSMgfbW7xK21tG6qZSxJmyy+B5E9pxtD37bs9XH4Pdx2mw8Hjuux89VXq/bHFyGqxHFGOJTA36qgYt+DS4A5I3fyfZtJ/hdztoHGsi+X0j1/WQEesqBNXUoVD6OZAwWw2+06RjIarBaDMBHsT1RhdLOY1ZBwW9CCCGEEEIIRKQrVgAAIABJREFUIYR0R8FvQgghhHhiWuxHmBGbiJ9on6GYNWOFOQjvmHs7ajbKRRtFhefbtLqgZTf8bJfd5tVr9edwmv5hl5/1YQ2423gIVZFSfGZO8OzY7IZ3VBq6gPQ2U2cblamzQ6z9Ajk1fvtnoMJ00NtQ3Pn/bhu/81wEiIg61SbvXBvYYHdggurz2+3jPtXU7YSkohz8Zpn7GjWCbcSzoVu7BNIm82U4XvsCv2i9ERvh/YBHu/a2EdIsQfDB7wGowf7aYkfr2n0f7pbdtm8AKEPwLeph5v9giRP457jbeKjL5zDOBH6ifY42oeOK6AUAgN34StvbjqkGv202fqdqDXbT1G0knJ/8mPFlKNuKJWK459uNk71HiHS7ZLJIjPBs31P4YvRFHapQanvdQslnrCbkwW5DdtwG0Rfj4HXwu9FyAIgs+O0kxO5n4/defDkqUd3jNU6p8VvY/7fUCD8bv5MHv2WPMQBoEgE2fnP14Hdhx7lI3vhtv5iiTrgLfgPAX40nO/+/Si/B5ZHzUSeKlNcfpPDZnhBCCCGEEEIIIb2L2jfKhBBCCCEKqlCKx2PH4d7oL/CGuT+FvhMsEiPQ4PH0yVYXtPyest5OUK4IzThDey/pbTozcY72tleHBUAtvMMSrkAbisEqt+HA3kSlKSweuEjn/ar6u89WlQoXh2tEYvDbXZCMGr+DoRroVm0GzxZ2zxWq95Pb80A/JA/OEJKK6uCNTG78vlp/MWkL6WBWjeuMZ9JwRD2NYGpt30B6Gr8n82WO11V5n+UlJ8HvdNynQTR+/8l4IeXg25P1T9C34zVhPFtle9umUPuafrUYgFah3uWS6v2Zm/sr8TXWj/d/Q9hWz7eZKCQZJNA9cLzY9C6ErjGBY7QvHa0re+47bWIG2hu/vSYbAJIneZ1rEQ4av+Ff8BsAjk3yu1MZqNV9MIGK6oQBul7rm+L9q6xVHogPMLCvQfL47MfqcY72X0xi7a+PBWjBYBst1wWsFRym9DOD6iCbRG4bv7vry+rxVOhOnKEn/54s6Tqoy/mB64QQQgghhBBCCLGHGr8JIYQQQgLQihD+EzsAp+vTPdumVSDI75Y9ZiMguhdfbtlOfpg2HyxiQng0JrEkSVNUd4kBBeVwYJaHKMNow8nax/iF9jHyEMEqMRAPRk/AAjHG830VMnkgKd6Mls77VbXtPVtVQn6hvBY7Wsa4yxC+H42Pfvkpn4kTtc+xE1uPxWI4XosdiHfMfdJ9WEpUA93Zfs7qzm7Dra7471ddLpW+KRoTCUlFdRBDGFEMQhWqUJpRgykrUY1jtDkpbz9O+xJDoluwTvQP8Kh6ShZMT6U0DY3fboKtKu91vTTUSfA7DfdpEMHvgWyb5e378iX4n7kPJvIfbG/bVGxqjkLHClGJcUytnTnVoNgChWbfVOLhQwYT+cz7+31ot+fHTmwdTtM+QAlrwkbRB89Gj8AmFzML2G38Xi6GICI0GIoDd2RO0Gbh2diRtteTNn47bGIGgA3C+5kayiSD0cOSx04rHAS/hf0mdTuO02bjidixXX6mMlCrzcFluLQ0fisMLHLc+C2sG78B4DrjOQDAs9HD8WrsINv7yEer9H2Wk8bveg8av5M5SftMeVnOBAawbVgn+vlyLIQQQgghhBBCCMk+FPwmhBBCCAnIzdHTMYRtxaHaAk+2V2TRxuR3y56dgOiJ2ufSZUrQjDqoT3NrRSVokhiAUA3/6ixqOVV1JtMQw4PGvThMm9/5s7FYi2O0Ofht2x/xvjnZ0/1ZPTbjdjR+py+cGs7gNlUvVCo0pCU+l10Hv1l2BL9v1J/CWQntakOxFUdrX+FvkdPwaOz4NB6ZGtVAt55jAxvsBr9Vm7zdBr/7sHpX65PeR/Uxd6Q2F0dqc9EswvjE3B1XRX7rwXslgYP4QpyifYQCtGK1GIAnYsdgrRigvIUpfJF0meP5F3godqKbA3XNTlg5He3UAxVm5UhFZXYbLw13EPyWBT79EETwW+YQPh9LxVBH4Xw7LbTLxFCMg1rwu5Q1IYQIhrItiIFjlRgIgLlq6o6fx/x6L534/D1Texd/MZ7ucvt52ls4J3IFPjV3d7T9sOQ9UveQbhsMfC8GYxxb42h/3e3NvkN/bMMWlNtaT9b43ZRrjd8Ogt9bhL371K7JfBkGorrLwAOV7xO6t8ir8DP4Xcy2Iw+taEG4y8+LFAaEOH2c2Wmk/43+AfbjS2zvowCt0vdZmdD47VQlqrEOFPwmhBBCCCGEEEJIO29qFQkhhBBCiFQbDPy/yBU4pfU6rDbdtyBaNX6V+RwIUW2rBICokDcqeRkOKVEI7yQGfFSny83m9tzfaNO7hL4T3WM84HmASBZKAIAwiwIQ1Pjto0qFUFliSMrO8zoZNwGioOzOfugS+k50rfE8RrENAR+RfaqBbq9aKTOF3YEJQc3m0BfU+J0rOEwwl+dB1f3YUcBacYw2By+FbkKJyxld/qI/hWdCt+F4bTYO0+bjbP1dfBi6HPvzb5W3sS9fKl3mBG2Wm8P0RKY3fg+QNEdbCbrxexS3/9ro5j7VEcXebCkms6UoQ4Pyenk+NE/bFWYRTOLLHa0rFBu/AeA7c4jysuP5anwW/j98EL4CM8KX4e3Qn7A//xZ5LmZqib+HVpntJaLwWbC7eCP+RPY9rtf/3XP/LIYHjH84fg2WNn6Lnl05i8VwR/tKhjOBfRTOpd0VSgbXNrpo/PYl+C35jC8brNEiMq/xGwB+rM3u8ne/Gr+rUWx7HTuSzVoje4wBQBOcNn7bC4yPcfDaU8BafGn8boOB7Q4ej15T+XxPCCGEEEIIIYSQ3oOC3wFhjJUwxs5ljD3IGHuXMbacMVbd8SeW5j+5nXghhBBCADAbF9L9JMAxW4zD9dGzXW/LKlzrf+O3evOqSruVrA3MDrXG7x2BGZULtYD7Vth0Opx/nfK2ItaCyfw7T/dXyOTBb6A9cJnOxm/V3322Umn8Tmza48xt8DvzG79/rX1gefvR/KuAjsQ5XTE0ms3nrGTsNn6rBuTdNqMfoC3CCLbR1TZ6gzDacJr2AaaFbsSboWvwd+MBjPWoOdWtKXwRXg7diIXhczA7/Hvcpj+CCvjX5O70ubkLX4cTXQSqj+Wzcab+fo+fG6x9VpBiqIWJ91Vo4BzPV2NkGp8XYbShP6tVXj7bGr9Vf1deyEMr9mA/2F6v1OGgzuP5LHwWvhgvh2/CtPBN+Cx8Mf6gT4PKtDuZMJNLgyjARAf3F2C/8duOfgmzU4zja/C4cZejNt24+HlMZdDflZHzbA96HtoR/D5Omw2NJf/dF7PtOFSbZ2u7cbLPAG1JPr8uNr0LfgNq79O7k33GctP4vUH0kS9kk7TxWzJYw0lL9haU2V7HrpO0mV3+rhT8Fvb/LduEv8Hv/uj5OlkgafzeLkIwHV5StNP47VQhWuSN3w4GowCZ0frt5LxBCCGEEEIIIYSQ3EXBb591hL2XA9gG4GEA5wE4AsBoAOUdf1gG/CGEEEJymrAZGPNbswjLF5Iosrjw6zRsoYp5HPwu97TxWx6GSWwFNxTHwKUzoOzWwdpCy9tP13oGwdwoUmgKA9ovkqezlTjM0h8Q8pNKI1g4IbBjN1jbXX4GNG3KnKLPsLx9d+4srBUk1dBorgW/7TbSqzZ5e3E/vRu6Cvsy5wG6XKcjioeMe3CL8Tgm82WYwFfhZ9pMvBm6Fgdw69cnv53EP8Uzxq3Ymy9DIWtFf1aLU/UZeDF0M/olCUR5wc3sCsdrXzhe9xhtTsrbSlkzpvBF0m0MRDVG8M1K+zuep6/1O94WrCr7Gr+3226Od2ovvgwhB+/VnNynB/MFuNf4FwYkhPYLWSv+oL+KC7Q3pevL2oODkMfasCf/3tG6doLf3wn1xu9k8lkbRvFNjtePf37KZ/JBf0vFMPy07SbcFjkVs82x2CAqpOsMZVsACOlnlDuNRzCRfW97MKfs80dbkkbgRWKErX3IOBlwIvuM5bSJGQC2oNzxuqmUSf6NYVnjN5w0fvsf/N6Nr8IuCYPXQgrfJzhq/BYlttexI1njt2zmrkYXj7F6UeB4XVVPhu6QNoXbOdcmqhPpD34PZ87P24QQQgghhBBCCMk9FPz2SUfguxrtYe/R6Bm0FhnyhxBCCCFp0OziglmcVdvfYJ+bgOyEliIKFzlLPWz8LlFoQSzGdrCOf4Nsqu841RBhNhrL13q6PatBCYkMRNPc+J3bE98oNX4nhN/dhBGB9lbQTKYSCjrWIhiZKXTFwSqq57ZswWwHv4M7t4dZFA+H/i4NMPVWZ2rv4VBtQY+fGyyGfxn3pW32BQNRXG28AD3JbAc78/U4W3/Hl/26GWzgpqH3J9rnlrefo78t3YZK23dcezt5er52Gmoz+F0ScOM3g5m0adWOooBav6fwxY7WcxJqvUB7M+nzEQD+T39Nel6XtQcHYRCquwRC7RA2ejnWiX5Y70NDs6r470IlbL8dIWxDCR6KnYhT2q7H/q3348K2SyzXKWStqECD0qDC/4Svx6zw7zEtdCPeDV2JmeGL8ZRxO/bn36Zcx1nj9zDpsdjhZHBEoaSNuVE4/47BBMdas5/j9ZMpZw2Wt8sePy0OGr9b4H6AvYqfa592/r/K+xiV70S6q4G/jd9X6S/2mJ2jUDa4QDhv7W6A/8HvAQqzfTgOfmdA4/cEvjLdh0AIIYQQQgghhJAMQsFvHzDGHkR74Dve5i0LXFPLNyGEENLLNHtwQbK9janr24rRbD1mhC51vW0ZO83AKhdCZW1gdqgETTgTKO5os1IN/2Zve678dxVxON1xKrILxnEhRNN6v6YrbBiEPLSiQqFJP69L47e74HdBhge/RzPr9rdsoRpUdhvkzzR2G+lVzy2aR7MOlLEmxwHJXFWBehzDv8R1xrMplyljTdgvTffboXyeZUDoOD7bl/26Pdf6NWBqX75Uuoyd4PlOfL3t5m2vOGv8Di6k3hf1rmc8KVEcZOfW/gpN8MmU2Qy1FqDFcmBBIWvFBLbCcht5GfC+bm++FBpz9liyE0YU4HgueoSj/Xgh/l4kX+G93/YkM12tEf2l67W3fqvpwxowmS/DLnwdhrAqHKItwPOhW3Ai/yzp8rJBBMlCuvUowkJzhPIx1Ygiy9tVZqnqrlDSxtwE56FcAPjCHOdq/e5k4faw5DnbIuw3fnuhQeRL26lP0mZ2vh6rfJ+QbDCBzBbhfQt7otF8I94JXY2TtRmdP5MNLnBTYNCCEKIi/Zcjo0ka/VVkQuP3LmxtTn+HQQghhBBCCCGEEHvS/01LjmGMTQVwHroGvgEKYBNCCCEkQXOSC+B2aUx0udg+lG3Gq6EbMIJvdr1tGTuhpXyFJjhZG5gdJYpBk/jFdtUQpaHYsptpZBfUAWcNZKkwmChWDCOFWAR6GsOpuXzRdCCrUVou3CX47S70pvJcT6ddmLzZvsmDc7PfVAPduTZLQaoW2NTLK57bPbyfxrNVnm0r2x3PZ2FW+Pd4KHSvdNnD+LwAjqinn2kzLW8fwTdD96E53+3rXj+XTdFu2Gn8BoBxDpuP3bIb/A6xmFKA1SsDFF+jrai+33WjENuxuyRsnYrdxu+RbKM0MD2Zf2d5eybMumD3tSqRafMr4kdjP8ZrsQMc78+N+LlRpZF7O3qGd9cKebP0EFZl/8C6udN4OOlzJSw5t7eJ5J+NPjQnKe97sTnc8nYnjd9FksG1bhq/AeDl2I9crd9dmWQQqqylvyXJY0fFrNiujtaL2ygq8FZsX8tl+rE6HMQXAlANftv/vN2MPCzxuGm+uzCL4Hb90c6ZCmQDuBtdzVzHAmn9lnHa+F2fAY3fIRZT+kxLCCGEEEIIIYSQ3oGC3x5ijP0cwMkdf+0e+CaEEEII6eSmKSlRUULr16+1D1HqoDnMCTvB7zwmD9I4ufCdSoli0CQeApA1vsVla+O3Svu2l8FvO63P7Y3f6QvUh7I0zK+iUjX4zaKdz2e3DdEqz/V0GsvlAUSnAZMgqZ+zcunxbX9QQjpmc/ByEFM2m8IX4f7QPxFWPMcezL/x+YiSO0hhv31Q7/l+3bbMq57fvdYP2zCKb7K1zk5svU9HY81OU3Ccl+9FZQayba634aQt2K69+VLHQeYS1mzr80IfJn+uyb5czVMIfi8zByseUfBMm1/TR6Dj0shFuCJynk9HlFr8NVZlwERLkpmu6lEkbVR28jzuLsyiOLAjnLuDcNT4DQAfxPZU2m+r0PGDGGS5TCWrxlnaO3jUuBv3G//AOdr/pINSCyWDa902fn8pxuHqyLmutpFoINuGo/kcTGArkv7bZM/ZVgct2QDwqbmbo/XialCCV2IHS5c7qWMAmez31ip0OL089J65l6P17OBM4CL9DUzhi3CG/r7lsk0uBxc0CnePUS9kc+M3AOzOnQ3IIoQQQgghhBBCSO6h4LdHGGOlAB6FeuBbZMAfQgghhKRJc5IL4E4kNisfy2d7sk0VdpqBVUIYsjYwdQIlUAvCdDZ+KwbTsjX4XSCZrhkAIg4vfiajEjSPaw9+p6/xW6UNPVsNQrXysvGGTDsBrWQyvfFbpXm2PfiX2R+VVM9Fqo3X2cDJoATl+4mC3577tTbd1vJeDj6yo1BhsEpfhTCqXW5f95LN6DCEbcXN+hOYEboUn4Quwc36ExjKvJ0BZjTfaHudMTw9wW8nTcF2G6rdUJ2Vw0qx4vtdN6bwxa7Wt9NKrnKfNEpCrbL24PnmaBzTdjtWm/2VjytIzlpoGd6I7e/5scjEZ8uQfc6LCZay6VjW+j3Mo3NY9wEoOmLgknb5thSB44ViJLaIMuk+14u+qEWR5TK78HW40fg3jtTm4nhtNq4znsVLob9Yzuog+5zV5MHg8hdjh+Gg1ntwZ+SXeCh6Ap6OHulqew+H7sGb4T/jq/AFuFl/okszf57ks5jTAZlvmPu7mmGtWhRjrtgZq8wBlsu1D1wT0sHEqR5PKt6LTXa8rh0/0T7HC6G/SZdz+xjLjMbv7A5+78ZWpvsQCCGEEEIIIYQQkiEo+O2d8wDEv/lNFfhODF2zDPlDCCGEkDSIQUOrcH4BMC7e+G0giuHcfSuaKm6j/U8lDFoOb4LfYUSUG0bjYZR0tMIGKejG72IbDZRGuhu/czj4bSdUFg/tuG38bm99zNzQtErjt85MW4MX0kFTPBcZWXrOSsbOYKM41XO2aoO6Cq9ey7KbwKF8vq010hH8LoR1a2pcX1bn+b7dDrLp3vg9hG3Ba6HrcLo+HSP4ZgzjW3G6Ph2vhm5ICE66PzfbCfHG7cTWud6vE5ne+D3Ai8bvAILf+/Elrta3E6YfxOQD1mTv22Qh5PWiD0xwPBr7sfJxBclu43dcK0Jo8eBzpR16x+etfEnYfjvCSPX181phHcAfx9c6Orbuuj8OVV73U4XVBTg+jE2Urt8KA/UOQqIT+Qpcor+S9DYDUennXK/alNeKAfhX7Ke4Lforz54vJWw7Tten43HjTsRfk6SN38JZ8Hud6I8z265Cg8P7o0aUAGB4NXaQ5XLlrBFD2RbpuSnV40nFIjEC60Ufx+t7rcnlY6zBZSu9F6IOz7V1yIzgNzV+E0IIIYQQQgghJC49tUq56RTJ7YlN4ADwNYCvANQCqO74LyGEEEJ6kWaEXTcOF7HtgGhvegxSshDeELYVB/FvwCHwuTkedaIQv9Nfx2GaPADmVeO3ndBOPASgGvrL5eC3mxYyJ/uLCyEC3cYgAq+phv6z0QH8W+Vl4217TsK1iTQmEELU08eTV8pRjwFM7SPXV+ELUSVK8Y0YiYeiJ2KhGOXz0dmjGujO1nNWMk6CsmrPb4GJ/Af7B5RCRYCN3zqi+Jn2KQ7n8xBCBJ+b4/FS7BDUSRpG/VaOBqUm7UROAzhu7MLUAoV94X3w2+1zs/vAnlv0x9EvSTN5P1aPW/TH8JvItZ4MBClWDMsnGsM2gMGECPB3XIjtqHDwvrKUNQU2dmkg3Dd+lwTQUD6K2W95T1SGRqxWXLZS4T5pH2CWmixEGm8PfjZ2BMJowzX689Akzc9Bchr8BoB6FCIvwK+W45+fZL+T7RaNzWskwe/xHrXadg9+q7w/sArqfmjuiVMxw3L9H8RgxyHRk7WPcUf0FNR3ez1XGbDkReN3d83C220eqC3CwbFv8Im5B8LMn8ZvAJgjxmL/1n/iR3wBhrHNKGHNuEB/S2ndGpQAAN41J+OPmGa57ET2g/Qx5e6zEcN7sck4W3/XxTa847rx26PBCW7ERHY3fu/M1iGMNrS6eH4QQgghhBBCCCEkN1Dw2wOMsZEAJmFHk3eixMB3LYBbATwihPD+6iEhhBBCskozwq7bQeMhnOEeTYWtqmsIT+Aa/Xmco/3PcXii1KOWVDshmHhTomrwO1vbcwsUAnhtwruPBYXMRvCbRdMaTpWFDbLVZLYU+2uLlZfPY22AcN9CC7QHgDIx+D3WRmtkPmvDULYVQ7EVR/K5ODNyNWaZ4308Ont0phr8zp2BDU4em7J//0i2EX83HsRufJXDo+qpHMEEv8Now9TQzV1C64dqC3Cm/h5+3nojNqMikONIZjCrsr2Ok0CxW6rnhD4+NH6rtvanUpnQjFyEZkzhqc/3+/ElKEEjYnAWckpkZ0aPuHzWhsGsGutEP9f7V+V0MGQQDdpx2dD4bSCKYubuuWknTF+p0Pgte0+bJxlQu6M9mOHx2I/xRuwA7MZX4snQnWoH6TNTOJ+YsU4Uor/iADcvxD8XyWZ2ahHhlLetFAMt1w0pvt+R6f5cUQl+Ryw+G800J6BV6Jbt20vMYY5DomEWxSS+HDPMPbv8vEjhM1aTxyFtwJ8w+U+1z/CJuYfyYA2nGlCAt8wpAIBBqFIOfleJ9uD3cjEETSJsOaBtd74C20Sx5fYiDoPGce+Zk3E2MiP43ejy8dBIjd+uGSyGsWwNFogx6T4UQgghhBBCCCGEpFnwtUq56YgUP08Mgs8FMFIIcSeFvgkhhJDgsRRTTKeTF+1ZRR1hqWEBB7+1hBTHOdrbOE//r6vGvPI0NH6XdASYVFufs7U9V6WBO+pBICyu2EYQKYQ0B79dNu5nqov112wtHw9daB4FvzMNh4nJ7DtH64ZYDPcZ93sSik+lAC3Yky3HJLZMaSCK6iCUbB2skoyTNnqNiZS/t1I04knjDuzJv3d7aF0kvpb1xzYMYVsRloSanLhafyFpU/kQVoW/Gw96vj87nAS/gwwrxo1la5SW65ukSdst3eX5JLHxeze+CoZFOFJnJibx5Z683hU5DOiPYetc79sOp8HvwawKF2n/wfuhK/Bp6BI8bPwdezl87ZDp3truhJMgvh1lHgzKLLPxvnyQSvBb1vjN7IVIt6IMH3UL16ZTzFXjd4GHRyIXf7+SJwnjWzV+rxSVnh5TKt0HBocUzodWgxibkYdPzN0t159p7oZ6F+3AfzOewL5sCRJHTqg0fvsRqm2FgZiLQQnJ7MHa38PI3iO1Cu8Gk25BmfLgipqO4LcJjm/FSMtld+crEJIMJnY7KHaOuQtqM6Rt2u13WA0i2HNVMk4Hw2VK4zcATODezIhACCGEEEIIIYSQ7EbBb2+UJflZ4pXpWgCHU+CbEEIIIYmakboBTVVRRxPfiICD36wztCRwpua+faoEzZ4EK0tshGBKOsIoIYu2tkS64nKZpkAh+O0llaB5nJHm4LdK8CPbjGbrcbC20NY68eC3k3Btd/mS0FWwBE7X3sPM8MW4zLCept1KP1bXGVDxkoYYLtJex2fhi/Fa+Aa8Gr4Rn4Uvxs/5J9L11LbvX1g9aE4fm6mC9CdoszCCe/+6WcKaMZF9jxeMv+LLvN9hZvgSzAxfjPO0N6FceyslcIw2J+WtU/hi9EX6vnoY4qTxm23Hf0LX4Xg+y4cj6qkS1ThDf19pWX8av10Gv7GjLVqlZX4Aq/Uk+O00aLwTW+9633YMY1scrfdHYxquNF7CTnw9hvKtOFr7ClNDN+NwPtfjIwQGZkHjd6kHgzLVZ+IRSo3fssFlTtuD55ujpfsOQsTFxJxBBxJ1xcbv7Rafd1ea1o3fXuk+MNhQ+Ewn+138PXpyyhDxInM4FojRrtqBB7NqTA3fjP+GrsFIthGA2mcsPxq/AeZ56/dovhFlaLBsTQfcN34nikJHFUqVlq3Bjgbvb8xRlsvuxlZKzz1ug99R6HgvNtnVNrzidnBBQ8CDVJJxOsgmUxq/AeAy/eV0HwIhhBBCCCGEEEIyAAW/vZHqCgFD+9Xdk4UQ3tdEEUIIISSrWV0IV5W+xu/20NIQVoVh3FmzYiLOhK2m6FRKHDR+qzTsti+Xne25hQrTgqveB17tLy6EiHKI1Q+qbe/Z5GD+je114g2ZnOVW4/cF2pu42XgKgzxoVj1Jm+n+gBL0RR2eMW7FlcbUri3RrBZ3Gg/jKJ462Ks6WEIl2JQtnA4MSnVfHcLnuzkcS/8JX48p2uLOv/dj9bjGeAG/0173ZPt9UY9Ki8c0ZwLHaF96si8nnDR+A8BE/gPuD/0T52j/9fiIutqPL8aH4cuUl+/nQ4je7eveAFbTOQBPZVCEgai0jVRFscPG7wv0N31/rTcQxRnau3g/dAVuMJ7xbLs6M3GP8aCnA8Xy0WJroGIqXmzDikrjt6w9V3UmnhI0oVDSHA0A+ZJlZL+nFpE8RPq5OV667yBsQ5HjdYNu/I4PnJW977MK7m5GOZqF+8/DMqU9Gr/l749aJcHvJWI4royeh8ZuQeul5lCc2XY1AOZJGH88X43HjLtQgqbOAd9W/Gj8Btpbzr22L18qXabFZWC6u42iQmm56o7Gb0Ae/C5krdiVrbZcps3FoI64+2InedqA7pTbwQWNwp/HqB2Og98Z1PhdzhpxgfaG5TIMJsawdTiRfxbQURFCCCGEEEIIISRo7r91IgDQ/VvDLm3fQogPgzwYQgghhGQHLxq5ijsuAA932G6cV0sTAAAgAElEQVToVDxoNMbDFsdy1oA64TzwAPS8sG8lHhJXDT1na3uuSjucauu5CjvBsBCiaQ3UtweEBNrHa+YGJ02n8WnWvXiMyxrvglKBelypT/VsezvzdZ5tqwSNmBq6CaP5xqS3cybwe/0/eK9t76S3qz5n0tmm7zWvg99HaPPcHI4jf9Bfwb9jR7luOgwrPMd2Zatc7cMNp8HvuMv1l/FS7FBfGiHz0YJ/GPfbmpmgL6vHYGzFOfrbOIB/CxMcH5kT8UT0WOXm0O50l4NsQiyGPmhAFUqVGpWLsd1G43fq10Snjd99WAPeCl2LM9quxtakE+a5JXCr8Rh+oVnPluBUCWvGAfxbfGTu6cn2vGj7BuDJgEkr5QqN36vEAIxim1LefpH+OupRgFnmrvheDEm5nOoArQJZ47fkuZ0qRPp87DCcqn2ICg9azt2oSQib2lWfrsZvyX2+3TLYzbBSDMR4SWjWrR6N3wqf/VTa16fFfoTPY+MxhS9GJavGXLEzvjTHIgYNgHftwKP5RlyovyENIAPwvJm7c7siz/OPS/soBb+9a/wGgM2iXGm5xOfiAiGfEUA221KrBwH2daI/Lo1ciNuMx7oM/NkgKjwZ5KrK7SCAoAepJBPteI7aVe9x4/dGUWE5mFPmauNFbBB98Ya5PwCgFI3Yk3/f/octx0T+Q+djZVbLrtgKtcc/IYQQQgghhBBCsgcFv72R7MpVvO37kYCPhRBCCCFZwpvG72YwmI6ntXeKdQS/CxRCxarKbLR1p2Jn2nv7jd/Z2Z5bEHjjt3rw+97QA57t1wmNCeiIIZpDH4vKHISW8joCgU7DtYkKWCuSFdCWox4/0T5HCZqxSgzAO+Y+rqc9t7IvXwLO5E24qrxse73ZeCpl6Dtud74SfVCH6iTBUtXm3FwKfmsKrcbJZFKrv8Fi2I8vxvvmZFfb0Zn892pnEJTX3Aa/81kbjtG+xMuxQ7w5oAR78eUYwGptrbMrX43Xw9ehL9sxids4vgYnap/jp603Owp/e9F+PZBVo0qUKr136sPqlIPfYUTQmiJo57TxG2i/z/4duhU/bbs55fadOpx/7VvoO+4n2mceBL8FdmFrcZr2gSfHpBL6d0P2fqJNaNgo+mAUUge/C1krbjaeAgC8FjsAl0cu6AzFJhrIqpWOSdYuLRt8lipEuk70x7ltl+MO4xGM4RuUjsUP20Sx43W9Chmrin92yJP8TrZLnu8rRSXGw9/gdwFrhYFoZ5hb5XzYptisvAF98Yp5cNLbmhFGVHDXg30A4EztPfxTnGS5TKswfPtM0+zB9xbd7cuXSJdJ1dLvlGrjd2L7/hrRH9tEkdJgmFTahDe/l/+Z+2Fu6844RFuAYWwzvjVH4hNzd7wfviKw8Hejy+B3JjR+mw4bv1sRQoswkOfBLCoA8O/oUbjKeNHVNm4ynsTitmF42LjH8vPlnvx7vGcmH1RMCCGEEEIIIYSQ7JU7CYf0srpy+H5gR0EIIYSQrOJF43clq8EAbEPYo4tPquLNwP1tBqislLGGLoHRfLSgktVgtRiQNCSSjJ1p7+ON36rBwGwNUSo1fnsYjixyEQxLhxCiaQl+D2ebcKr2EQrRgg2iD56PHYZ6uGu8B4ByOAl+twelvAh+JwtlncA/x23GoyhkO27bJJ7HaW3XYoUY5HqfyZylv+vp9rwaHGEgisP510rLDmTbUC16hkoNheBv+76y85yVDPO48dupmGDQXAwoOEX7yHXwW+V87cVAKqfcBr8B4Eg+15fg91i2xtF6iaHvuCGsCjcZT+KiyB9sb8+L2RUqWQ2+FaOUQv59WL3y4JV8tKYMZhfZGNiVzDi+FlfrL+Av0TNdbae7H/FvPN1eMlP4YlfrD2Wb8YRxF3bi3s2UY2ewoxPdW5K7q0ORrbDxSdpnaBZ5uDZ6To/bdlKcQaiA+RP8BoCvxc44qu0O7MWWoYhtx+X6SxjP/Q0kd1cD58HvehFsi278PUa+5D6XDXReIQZ6dkxWStHUOVBH5f2RSuO3HEMdCtEHDa63VMBapQFRt4FcK25bnpPZja+SLuNFU3aiTaKPdJltoqjbdw8M35ij8CPN+WuNl4NdN6MCU2OHdvnZWtE/sOB3k8vgdgPSH/xudPE9XB0KkWd5KVDdp+ZumBSbhCO1np8NVQcblLEmVLIaDGFbLZej4DchhBBCCCGEEJKbnA1vJ91ZfbMW3Fx7hBBCCMkqXjRnHa7Nw8naxx4cjT3cj+B3R8CkBE14wLgX88Pn48Pw5VgU/n+4QX9aKXgpC6kkstv4na3Bb5VWdi8bv9PZNOuEl03Oqk7X3sOHoctwof4mztDfx9XGi/g8fDEmsWWut13G7IdL8lh7aMeLMGL3ANA4thp3GQ93CX0D7aHmZ0O3+Hb/l3sQsknkVYh6GNuMIoUWfgCoSBI2BdTPRXoGtV27xR02fuvM2/sgCg3Nwvlrt5u2yDiV4PcB2iKcrb0tbWL1WgFaPPk3HqXN9eBoeirw+P44hC9wdA7z4lw7sCPgVaow2KcP6pUHCFrdR8UeBI3P1t/FoXye6+0kGs38b2iWhVutlKMeU0M3exr6BoBiG4MdnZA1fteKItQKey3Tv9Y/wBS+qPPvHCYu01/CtcbzSutbP4eFNPjdKmlxNsExR4zFR+aeeDT6Y6Vj8lI2Nn7LWthljc0rzUrPjslKacLjOaRwPmzzaFBonc3niBteDCpPx7atWA3WcGKTKJcu05Ak2LxAjHK1X28GEqT2QcztjBTqmlw3fgc7SCWZOheDrb18TleJUvz+/7N33nFWVOf//5yZW7bDAktHkaKigogNFVsEscQaS0yMibHF2GI0atRYYosxscWfGhJj/xqjJpbYK5ZYkKKIIghKL8uyhW23zJzfH7t3uXt3Zs45M2fuvQvP+/XyJXunnb07d2buzPv5PKkL8a/0gd1eX2wPwwnJa3Fy4ndIcnEAwiBWjwV8pOc8k4zFQYZKEARBEARBEARBEESRQuK3HpZ4TFuat1EQBEEQBNGrECWgyXJJ9Gkt61EhI+HpTfxuRhna8WjsFhxhftIlKZWwFE6PvIq/Rm8XrkOl7X0mKTEqKQbKpuwWG7nCrRM6xe+BmhKw8oXOtPMM5WjDAcZnmGrMRjW6y7uT2CJcF3m4R2pwBWvHX2O3o8pHYnc2fpJ+Nyd+i+XalODhc0nO/na8+Z6rcDiUbcRBxjzJUaqhW7DQJairJLT2RzDxe0tK/PYryup+D6KwUB9AFrHBAo9Bdl+8Nvoo/h27DsPgnQCoEx1p30BHsnoYiNKC/axvLFuF/mjE5ZEn8E7sYrwXuwh3R/+Cccw9KVhHIdkwVgdArtjqAHM+hkhmEpR6vEdBE78z3BR9APEAInUu/V2KZHQSZLxHmJ+EksTacT7xPm8PZ7W4JfI3fB4/Ewvip+OJ6I3dxGsvRB1E6lHhq1PJjZF/dB3Hrow8jgsiz0ov61XMEoUl7MigIpHOtCfADulY5MbGAOJ3Ux4FYyBL/GbBEr+/y2PidwaZ7z26xO+mPAr5LSEmKYeR+C2DdvEb/YTzRBy+839ujw60XV37kxtPWQdiiUsRxRx7DK5OnY401/MY0EmMV1q+CBK/g3RI0FlkU4c+SCCGy9LnYLf2+/Gj5JX4XuJPmJa8DUv4MHzMx+H81IXC9VShFXPtsZ7zTGBLYcJCFVow3ZiFSWyRVEAAQRAEQRAEQRAEQRDFTf57mm+ZvOE2gXMe/hMogiAIgiB6JYVKztJBV+I36rWts5o141DjU+xqONfNfc+ch0npRZjDt3ddh0ridyVrgwlLWno2e6lEKfNAL6YxFXcQ07dP5IM4S4q8KSVOMd/EZZEnu1JvEzyCh6zpuCX9IwAMR5kfuopJNawJ+xkL8LK9t+/tV/tJ/O4Sv8VybQtKPOXy3FRUUbrYD8z3Qmk7rbOlOqDvM6KS0NqfNTq+LiuN6kgVLhYMgcznhtPxnQV4XwzGUW9Xdkm3qnAt4rf8vriTsQxXRh/HealfBd6uDMMEbeZlMRnHJLYIc/hYQMN7liGMBPQRbD3ujv4Fo401m19DLaYbn+KHyasxl/cUcXRcT/wi8gIes6air2Sx0J9j90vNF3biN9BR9HOA8Tlet/fQsr5+Ps57qsQDnAN0J5xniDAbZUi4Cpk1qMc/YzdgeFZBxj7ml9jTWIgzUr/BTHtXz/X3ESR+N/pI/AaA0cYaXBD5Dx5OT8eppuvtVEe8ijdEad8AkFCQSOtRhdl8LPbU0I1FfpsBUmjznPgdYTYYbOFxtU3wni/l+Un8rmItXdf7MudRXdeRQQRTVZpDlLMLdd8iIUiMV2UtF4vfTteOn9nBEr91fy/JpR5VODV5JW6I/gMHG/NgMo52HsVfre/jvvTRaEccr1h74TDzE1SiDcv4QOxpfI3TI68qbWcV7y8lz3sRVPz+e/pwnBl5OdA6ghwv01zP49QGXt6tULkeVfifvUuP+WS+J1eiFXPtMZ7zlLIkHovegj2Mr7sCDTbxUlyS+kUo38UJgiAIgiAIgiAIgsgPlPitAc6561McxtjI/I2EIAiCIAg3WH4D26TQlfitio4kzTASv/ugGYean3rOc7z5nvc6FBK/AWA3thixLTg9txTtmGbOEc6nM/Va5z6RD3T+7ocas3BL9IEu6RvokMXOibyIiyPPAIDwAfsPzbd9b9+EhT4KYnGGks60RhlRWNTeuzRHANpdIH5PF3zm/aI7WS9egMTvAS4ptrLid0RjQUehkSlKcMLpvfISW2UIksiqA9kuFRkON2blLfV7uKbEbwD4d/w6vBz7LfrDuQDCD0H/9k5cE32km/SdIc5SuDt6D5wqi3QVZfwndg12MtyTxf3g9h4x2KjQmAw5lq3Utq58iZWlPn//qWY44jcAjGKrXaddGnnK8TMZYTb+FL1PWAQjKipo4OW+5bkLIs/iH7E/osSlI4gbudcY2ciI36rpwW9ak5TmD0Irj6M9wHfDfArGGaKwehT85dLGvX+nRlRgI/cvvMuSXRwsuva3OIOt6ZFJPoX8loBJzF60Fui+hfbEb14tnCfusH/Uohof2zv63m5SkyzsxRr0x5mp32CvxL3Yr/0uTEzMwB3pE7uOKxvQB49Z03CfdTResifj+vRPcVrycqzi/aW38V9rMoIW5G3yeayyOMPVqdPxvoMcrUKCRwLtVzL3m2Te0w28j/Q2RYUHVUwsfgMdxV/ZXewqWRtmxO7AFGO+9FgIgiAIgiAIgiAIgiguSPzWxzPouPOV+1QvWCQEQRAEQRBbLIV6gDqL+39omcFknYnfGtOd+7JmfE+Qinhq5E3P6aqpjyea73a1mxchK1uqMp4txTWRR3BT5AGcar7eQyyKI4kqNEuPM8NYthLvxeVSXmVTz0WUIIEqH+JxIdEl9ALAuZEXXKedbr4i9Tc80Pzc9/arFBLvsynpHJeMjNgqSPwr9UjjzCe6BYtyTcKjUuI3nMVv2c+r32IVExaGoRY7suVauzoEwa/47fQeBP1bNgRIZNWT+K12zDIYxx7G14G3K8MwjeI3AIwzluPh2K2+//65hHF8Gso2uk4bYdRiDFvV43Vd4ncNa0RfxYI3EaXM+fNRjnZh8v496WMwTzIVVee1QqZ4KWyG+kz6D5P/xq/GXuwrhykc3/Mo/KthTRjPvvVct2jfqkcl1klIlG5MMLy370RHYYLzfhiX2A/aFdODX9OUSi/DRgQrKsp34jfQ8d1IdFyVESy/zUPq92BWjynGfOzBFrp2VMmgM5250Ucqvl9CTfwOcd1e6Ba/2yR+j4/tcY6v350+Dilu+tpuIuTE72zq0AerUCNVSPKuvSumJ27FDakf4wt7JL6xh2KePRptDsfKN6zdcFv65MDja5ZM/H4kPQ2/TZ2Bx9KH4NbUD3Fk8hY8Zk0TfhcV0YQyBJHXqySuuz6ydxLOU8v7Sm9zk6CoowotWIUBWK+wzmzOMd3vYRAEQRAEQRAEQRAEUdyEHzew9XAzgB84vD4VwFt5HgtBEARBEL2AoA+t/LDIHoZF9nBMNpwkEXkYOKJIo5+gDbwK1WiWSv6LII2042UsRz8XUdKN75sfYjEfJjVvRGMydIarI4/2aFV8QeQ/+EHyOjTzUlwSeQonmTMRZyk08jI8Zk3FXekfCIWEGFJ4MPZH18TgXHSJ370t7RvQl/hdhnZMYEtcp1exVuxuLNKyLTeqfX4e451pjcxFpsqQ5gbaBAKGKPkxX6Q0f9UtYwnEkUQioICikvjdz+XzKyuNqhar7G98jnPMF7C3sbBbGtz/rJ1wbfpnWMyHK61PJ4Zg33TD6dhWwdp8j2OFXRMo8VvHsdbPMetI82M8Z08JvG0RYSQG7mJ8h13ZEszlYwOvyystOCy+b36EO9MndHstrEIyHbglfldC/Ll5x9oVf0qfjKHYgP+VXOg5r8qxUERc8rzzljURU4z5iDF/7/8QthFLJK8ZN+Pv2KXC32N/xpTEXWjKEn+r0IIawTXgIeYcfJ4e7Tq9r+CaooGXYxkfpDbYgESYjSgsx3N8GInfS/lQPGvti2PN/ykt54f6gKnXhUn8TosTvyXk02/5EOwO7w4xQflt9AnpeXVeQ+ZTyF/H+4W27kLct7A5Qwr+RGsvPrW3xx4e38lesvZyfP0DezzOTF2Kh2O3Km9TdycinTSjDA9YR+IB68iu1wzYON58DzuxZShBAq/ae+F9exdYGv4eaUTQxmMoFRTrLOVD8IR1SI/XgxYhNAUsxvjU3h7DTe9Cx3n2aPxA0KmuTqHYp0lwHKlkbQAY5thjcZg5S3q9GfY3v0BlqhWbkP/zCEEQBEEQBEEQBEEQwaDEb01wzucCyI6o5OiID7icMVZVmFERBEEQBFHM5DvxO8VNXJM+HZskU5a8MGCjBnolX5m2uQCwPVvp+Ho52hFnakJcOUtgorFUal7V9Nx+aMJVkccwO34Ovoj/HM/GfodDjc0P4o413u8hfQPAINaAR6J/wIzY7fhJ5A3EO2X4PqwV50Wex63RGRCJRJONLzFcIXlVl/g9qEjSgVVQTc91oz9rhClIQz3aCFcc6gt/4ndGlhIJxTaYUODxI1ZWaBQAM+gWvwGgj89E9WxUEr/dCjciktKiyjHrBHMmHo7eiinmgm7SNwDsa36JR2O3YDAKl3brN/HZ6b0qC5D4fbd1HOoDiN8y8qwIP+L3AEG6qQ6mGPMx3vgulHXvayzQsp5CFKYMQ89zcaZrSjFS5pLeK1Mw0dwpDK3GALxm7e45r87Eb9nOHfenj8JMe1ff2xniI/FbV7cIL6pYK6YZswEAe7KFeCh6Kz4vOVu4nOg6UXRN0YgKrOQ18gPVRG5nnAxy4rd66u51qZ9ipjVBeTlVgpxbgM2fv3wShYUSwXWfU3JwLkvtwbqGpIWExmvIoJKpCgvsbUNbdyESvzsKNYJ3SsnlVcs9yT/NDbzjcZ6Yae+K21MnuE53I4zvJWFiw8DT1oH4ffo0XJk+CzPtXbVI3xlkinA2cufHaTLFJF4ELcZ4x5roOX2+PVLq3CgquM5GVNiT6fo11x4jvc5cdmTLfS9LEARBEARBEARBEEThIPFbL2fB+Y7kH/I9EIIgCIIgip98PkCdZ4/C6anL8JG9EzZpSIQzYWtPd67GJqn5dnFpDe+WjqsLlYTOMrTjkdgfcFbkJfRnm1DB2jHRWIIZsTtwovkOAOA4833X5UcZa7GX8bXjtOPMD7Anc56WYU+XZd3oEOaDp1L2xsTvuETKvAwVEnKX30RuWaqZ3Gcol5LOxDWRjGjDQBsXiN9Z6W2ysu4whSIFWawQvuqK0k9lUEm57e/SwUC2UEO2S0FfbMLvIo/C8ChcGMzq8bPIa1LrCwO9id/+RMwEj+B/1s7YqJDQl4uK+O9GzMcxaxxbDjPElOlxbBn+Gr09tPXvaOiRUdyk5jBhDneIZFP7C4Fb8U6lxLFrE99cWChKp6zSUEiTQUb4/b/0wfiEj8NvUufgK3uEr+34OVeFfW2aYZKxGAcbc/FY7GYcZH4mtYzF3c+TUaSFx8oGXoEEYljLq5XGGhS3VHop8VtCQs6lAZU4PXUZTklehT+nTsDvUj/D5amzlNcjIsi5Bei4Rst36ncJSwgT9GUkzW+Uk/TDpZCJ31elfo4TE9dgZPvjytuaz0cpLyNLvgvWAX+FGjI8Zk3FHBdB9rr0T1EP7/weP0X0SR7O79Jbkbmv4paI3RIwfb4xYDHGe/Z4WNy9IOFFazJW8QHC9cgWrQEQJnFnvl8EEb93MFb4XpYgCIIgCIIgCIIgiMJB4rdGOOdzAPwNm+XvTOr3OYyxMwo2MIIgCIIgihKRQKmLye1/wbHJG/C+PR6AWMaRgYFjENOb7jyC1UrNN545i9/9JcVxv8im7ALA2ZH/YheX5NObIg+gEq040Pzc91j2Fyx7QeRZ5XWqJpo7oXufyAe6Er9lpLiwU3f7+hTpMg+eRcljFgy0CRLaspMfZZOVwxC/df1ds6n2maiejYr4299FGJSVRmWLVY41P0AfiXEdYsyRWl8Y+BVlncTvcp+p29ekT8cq1KCBV/haHpA7Tojwk/hdypIYy1YF3rYbv4w8h/IQpWpd5xZRMm0YMId9N0wJPyhuCdUyCd3ZMly2BO53fTIYsIXi6UxrAq5MnwmgQ+I9KXktElxd7ByCjcrLhH1tmmFv4yvcFb1HqfNN2uOWsEwHkXp0HAuX8UHS29SBWwGHTCGfTMqsEzYMfGjvjL9Yx+NR61DMsnfwtR4v3NJtVWjKc+q3TDGbzHv+kT0OKa4vTTgoOiVdFcl0gb0tHremYhbfEQDDvemjpZdt4zEs5UN8jFAOv7Ltctt/VwC/n1cRbSjB6cnLcG/6aKznfdHES/GZPQrnJi/CY9Y04fIiCdeJZC9L/A4bme9pdbyP4+utAcMTgt4Lq0Mf3Jg+1XHafHskHremSonfnyqcR8SJ3x3H4vl8O6Q9irq82Ikt87UcQRAEQRAEQRAEQRCFhcRvzXDOzwEwN/sldMjfMxhjNxdmVARBEARB8OBhxtrJR3JWEy/DWvRDdlOSDRrEgkq0oUZzurNX2mw243tB4vdBxjzXaTFmYV9jQaCxXCgQu/088JNNEfaiNyZ++5EonZAReoewOi3bcqOv38TvzpRMkVxrwxAmN2Yncbolx+YSjvit5++aTb4Tv8tYAqMdZF35xG85WfpYj+4D2WzD1jlKrGGzHVuDn5j+0sadjtvlPuTfU5JX4UnrYADBUlnLWSKw9Ou3qGGCsSTQdt3hONCQSxj2y2reX8t63JKCw8QprV72s1kISl2k2gqJgonmLBlOJFbpKIIA5FKeH7YORfZ18CaU4T5LXqjM4Occnq/E7zHGalQxtaIW97xSoI/E+a6xswhmBR+otN2guF1bSCV+axJJgxQAubGRB0v8BoIn2arST+K6U6bQuQkV+Mgep2NIWtCZ+K0i439md0/snm9vJ73sl3xbWAhPnpeVbc9IXoJH01NxT/oY/Dx5Kc5OXeJ7m34S+mVpRAX+mP4h9krciwmJB3BM8ka8bO8ttayf7mnJkNLLeysyRUp1LsfEoPfQdBwnH7QOw4XJ87DQHoEEj6KJl+HB9HSclrwCm1CGFpQKix4+sneS3p5s4ncbSrCQbyO93mzGaequQxAEQRAEQRAEQRBEfqG4gXA4BMC3QFdvwIz8fTlj7AQA53DO3y7U4AiCIAiCKA6CphXJsIwPRK7aUcv7Bl7vcFaLgQVKdx7HliOCNNI5l7Iy8kEQVMTvicZSz+k/NV8NOhw8G7saHAZetPbGP62DuwlXSUQRURTc9IjfW3Pit1i4Ghay+F3tU0yWF7+ZUMIozRKv3FI5cwlD/JZJ/lTFS/wewdZhG7Yea3j/zsRFZ6VOJfEbAN6M/wbXpU7DQ9ZhXa/JHosiElLFKLZaeLzKEGdpDEI91kKPhCsiijTuit6DI8xPAqzDQfxWlCMvS52FD+2du36uDyjnVaANjfAvDfo9Vu/KluJfONj3dt3oh03KwqkqwYVtjklsMbY11msZjwpO4ncxJ367vdeiY1czL4GdlS0hTKfUlPgd9yn7bnBJEvXCz7nKrXODG4+mp+KH5tuIKnSZ8cspkbexDVuPh61D8Zq9Z7dpMonfDZ3y3DJ7IEL0TXvgLn6Lz/sJTfJlGMna9QGKijI05Vn8Hi7RralO8vd6zd4D+5tfBB2SFnSmM6tIpvN5jvjN5cVvFUncDzKJ3w28HG/au+NNe/eu14Yz/+ddXZ9X3fj5/FPitzpux0QLJhI86vu7XqOG7ncAw/P2fng+uZ/rHC/ak3Gu8YLjtDW8Hz7L+bx7IZf43fH4ca49xrXznBc7sBVgsMEpJ4wgCIIgCIIgCIIgehX0TT4EOOcNAHYHkP2EJyN/jwHwBmNsMWPsDMbYyPyPkCAIgiCIYqBVIgEtKE7t12uhLrvkMpzV+mp5r4M4S2GsQwpuP4SbqugkEDohk4i7i0tquQoTjaXYzfgGV0cfx8OxW1GG9q5pfh4u60hIHojeJ37rEoRVhd4wkBG1nChhHeIccxAUs7EkEr+z02JlZc2DjXmAYNuqxDUJ/dk4vb81aMD90TvwXvxiPB67BW/FL8VrscvwfeNDx2OBSuJ3huuij+AwY7P8LJsWLHPMOsb8QGksMpJXEIZiA34d+Rf+G7sSi0tOCyR9A86SfPaxUoY07240BhW/q1hLoOX9HqvDSvwOo3AjF9nuAU70RyOei/0O/45fp29AChgOn1dRkU0hcTtuixK/m1Ha7WeRGFeFVgxDLfY3PsdotqrH8XI7tgZ/jt6Hd2MX4eXYFbg28rBjSriM7OtUsFTrQ/wewjZC9VzVD2pFiQ9Z03Fu6ldYbA9TWs4v+5kLMCN2B84y/9vt9b4Sx6mGzgKW5XlO/HYrKhMlfid4RJvQlkYEm3ipeJ3LO8MAACAASURBVEYFdCR+6/iOl+Elay/hPCMkpN51vJ/U9l63dhfPlCd0Jn6rSKaf26O7/byS13QVWIhYwEeqDEsZmZTleockfBlh3I2EpoR+3fj57BerxF7M5Bb5Z9MSIPVbJFHr4p70sZhn95S7EzyK85IXKp2PRInfEWZ3Xb/NsceqDbSTMpbAtmxd508cu7HFOMiYi+3ZCl/rIwiCIAiCIAiCIAgiP1DcQEhwzpcyxrYD8CaA3dDxdCjzhIgBGA1gBgAwxhoAvAFgKYAlADYCaMjzeN/K5/YIgiAIIt8wr37mBaIlD4nfyx3Ebz8ph7nEWRrjNcjLfhnF1uArvm2318JP/JaT7SokpEKZdvQq7G4sxpclP8fd6WPxojXZUTQToSPxexDL6yWsFo4yPsRPzNcxmq1BCiaesQ7AveljsEFRnnES0vKNVyK1FxlxTiQjWjCE4kf2vi0ra+5grMSM6O04P3WhtlboOgoZcslNVDdh4Z7Y3djbWNjt9e2NVbgn9hf8zH4VFyQvwJqshGy/0u/9sTvxZPogPGkdJH0sEieDcxxnvK80jhGsFp/yHZWWkWU4W4+nY9djsMbOAVGH1HOZY3Q2ueJJfYC0bgCokugO4EXMZ7HKjmwF4khqF6lkxO/9E3dgPPsW98bu9rWNcqb2N8vAYOPh2K2+kg914XQsUukgAgCz7bHY3Visa0ielLpItaLipk05IpVIrIqzFD4ouajr54/tHXFZ6mws44MxiS3CP2K3dZOPxxnLcYDxOX6UvArrsFkkzRQueeEk3Pm5Fi5jCfRBi1Jifz/FxO/v+GAs4cPwZnI3DGMbwMCR5hHcF7tDujuDH66K/h9esffEis7vDdWCa+okN7u+x6zIs/jtmvgt2Bd0H/saUS7V7UUWHYnf79njcbT5oYbRADPtXYXFVyMExWDNvASbICfJrkV/zLNHhbqfy6JT0pVN/G7nUXzNh+e8yjDf3k4qCX2+g2CqE5lOZQ0O+3CL5N/fCaduDcWASMJ1IsnpEVw2i+1hGGv0LOSXpRUl6Oez4FlP4reYFpTiJ8krcar5Bo4yP4QJCwv4SNyfPgqL+Aildcl0c6hEK1pRgrl8jN8hYxxbjhKkcFv0fozPunb+yB6H85IXok5jcRFBEARBEARBEARBEHqgu04hkkn+Zoy9BmAqNovf2QI4AFQDOCHPw8uGg/YFgiAIgsg7CUSxiZeikumTBnJxSvxuRxxNvBRVAbe7o1G49J8yBwmsf8iJ37KiVhXEYmeMqUlfslwYeRYXRp71tWyMpQKHLg/UKGzmi1yZ4ueRVzDZ+AonJq9RkhWCfp66k2kWpEa1zwfg8U5ZWyR+cxhoc0hOzSZbyHJL5XTiUHM2bsUMXJw6T3oZL2IhJH73yXl/DzQ+6yF9Z7OHsQiPxW7GEclbuoSzQQFS8U+OvIOTI+9Izy86Zu3AVmAbQy3BWyR5BeH26H1apW/AOfVcVSJOoXvid3uAlEGgU6ANcKz1W9QQZRbGsFVYwLfzv3EHhgn2iRYexwo+sFMo9Sd+y3YPyGWy8VVBpW8AKHcQQ1UTv9+zx+dN/HZ7r0WCa8/EbzWxam9jIR6N3oJpydtwTfQRx8Tp0cYanBt5Htelf9b1mkx3Byd5ULW4K8MwtgGNDqm2bvRXKEr8yh4Bq/N4w2FgZZZQfXryMswt+YX8QH3wfeNj3GcdDQDoI7iW7ZDfO65TnL5rhInbPioqqtQtkTbycgzX2PFAR+L3a9YeuCjy78DjetnaE29bEyHyn0XXBOt4NVSuZ1+z9igK8TuV0+kjCM2SkvCXfFvHhOMv+HbYH97id5KbWMzD7RIgk9zttA8nEUWSm76+++ajO5ofcgudZNCZIr8l8Kg1Fb83Hnad/qa1m+fyrTzu56syAPliDB1sQhnus47uOrf6RdRFBQCqWCvW8X5YxgfB4gwmU/+ysZ/xBa4yH+9xDplsfIVHYn/AsckbaF8mCIIgCIIgCIIgiCJDT49LwhHG2PcYY7MAHILN9kbmP2BzCnjutEL8RxAEQRBE3mH42A4nOTWDW/t1HanfhcRJ9BGlEwZFWvwWpGIWK06CpApxJNGnl/7uuexkLMM5kReUltGZ+O1X7PSd+N2ZkskkEr9F0mu27F2mmKx8pPGRVOGEDGGI37mJ33sYi4TLjDbW4DjzfWzPVuCh6K2+HsL7RZTiv4OP1t0j2Hq/w/GkGk3Yg4nfT1Wc0tHLFfdLy+G2yTf2UN9jCnqsCJJmPyiE4hyRYLiKD0DmloNTy3sZVI8lGaYac3wtp5MKh0KDiKIAN88eg03cf2qqCm7vtahIMXd8osRvJ7YxavGH6N88xc+TzXe6ipUAuQ4qTknPfq+DL448rTR/P4WixM/t0a7T6lEZugT5I/PNrn+LricasuT3OlShJY+CpltRWVwkfnN9Kc6AHlE7m3oN62tEBU5JXoUl9pBury+y5aTgVh7HX9NH4pLUuUhKyH3DBeL3Wt7Pc3oub9qTlOYPC13dZwDAhoEmieP35y7nx/m2uFgriWhX0UhYyHQq+8Tlvobf1G9Rl6FC4SvxW+M+tSXwrj3Bc7roWCCTQO+GamFaMSCzz2W+X3AY2IgqX9s5NfKm63X9zsYy7GfM97VegiAIgiAIgiAIgiDCg8TvEGCMVTHGngTwOoBJcJarvSTwfP5HEARBEEQBuSd9HBIhtv5dZjun8NWib2jbzAcZ8XscW4b7o3fg6/hpmGrODXWbsqKWTgE4nwSRCYHemfbtxUHGZ0rzV2qU3kt9ptv6Fr8lE78tGGgTJGZmS3iqv0eMWZhsfKm0jPu6gu3PTuS+v7JC33Hm+3g8dhMOMtX2qaCIilX6+SiW0Zlums2OxgoYIUjxTvJ7uWI6v1Oy3Xv2eN9jCi5++y9q6M/0d8YYJiV+d/CW5U/qU+kekM0ZkZd9LacTp0IDQzHxex2vxiI+XNeQPCl1ea9F+21uGqVMOqUTx5kfeE4vZUmMY8u7fs4ULnnR7tCpogUlwg4WTkwz5+Ai8xnsYyzAKLZa+Lfsp/CZ+6d1sMdU1u2zFAYjsjpA9BV0EGnoJs4x10LTbIIUzGRT4pb4LdgXdCd++xXr3KiHfJK8Fyv4IByS/BOOTtyAi5Pn4ujEDTgieQves3ZxXWYtr8ak9vuxW+KvuCX9Y7SiRCrVtYY1ek5fi2qlsS/hQ2HxwmeT6E60lekK5Cp+S3TpeNueqDwmVVpQimW29+f8FXtPl2X9SbptRZr4nUJEuZBEppBia+I7PgR3pH7gOO1Dayc8bR3gubxMAr0bTXlM/NaFTDFdVVanlLBCHo4wPgllvQRBEARBEARBEARB+IfEb80wxvoAmA3gBGwWu0VPsCnlmyAIgiC2UubxMTgvdRFW2DXa153gEayFc9JabS9P/I4hjTFsJZ6M3YDDzFmIhyB55iKbiN17E7+DvYeDsGWJ3xOMb5Xm1yn8l/kUv6sFopYbm8Vv768tnDOhhNEhe3esp9yHrDlAk5jq1BUgKH1y3l8Z4RAA9jYWoiYE4VaEqFglN8FchhFGOInfqincsjgdt1W3lXZI0fxb+kjf51FRcrKIIMfqftDfGUNF/P67dQS+sEcqbyP7b1aDBoxiq9E3hN8lDJwKDSKK4nct74uv7G10DckTt/NPBbz32+acRNtNPhK/ZZlgLOn6t1zit5Ogx/ynfkefwROxm/BW/FL8O3YtxrFlrvP2l9xPH0xPx1w+xnOelSGL3x1wlCAhLAxqyEmnXs6dC02zedbaD4+lD/Gc53/WTsLvRG77aIngvK9b/K7jesXvtFYxlOFzPhr/sffH53w00ojglvSP0OwgS6a4ictTZ2Mjqrql4zud+1RZp5j4nUYEa9A/8HaDUghJ9zPunPi/gg9EPfcuCghSjKbCy/ZertPm2aOxjA92nOZX0i3WxG9APfWbEr97cpd1PC5PnYUl9hAkeBR1vBL3po/G2alfC9+vIPtGYy9M/G6WSM2vyrpO26D5/JThpMjMUNZLEARBEARBEARBEIR/KG5AP7MBZGI6MuYESdYEQRAEQbjyhr07ZiZ3xU7sO5SxBJ6I3aRlvcv5INgudX5hpQDli0FsIx6K/TGvkrUoPTdDFVrEMxUh2TJhOdrwQ/MtHGV+CBM2Ftgjcb91FL7jQ1yXH8ga8jHMPMMheykfVObMpoy1K/fmiSPpOxW3Q5zjwuRSmcTvCLMRhYUUIij1IfPKpmiLCJKK7EauKB2GXK4T0THLjzg7BHWIIK1ZUAPKQhK/nd4DHeL3agzAT5K/xbWRR7CPqZZSHzjxO0Chk0r6sCxi8XuzxNmKEpyWvALnRp7H8eZ7KEc7Spj4c1TKkhiMOlwbfQTTjU9hMI4Ej+A5az9cnz4NLQ5CTFxCCM4HFQ77myl5PZFhIyqxkOdH/Hbr1CDqapErwalKcSrsaixF5i2UOQ67Cb8b0AcjUOs4TZaJxhI8GrsFUxO3oQGVPabLfOYuTp6L/9j7C+cLO/EbAN6MXYrRxhrhfA05ianrubiT0Co+APdYx2I+H4UTzZnYmX2HGFLgYFjIt8Eb9iT8JX0cXohd7bket2sdURFAsYvfYfMlH4lTk1fi15GncIA5H0CHrHtH+gTMtHftMb+O1Ou1XC3xGwBW8prQuovIUgjxe6nrdyyGZ639cHrkVceprTyO16w9whtYFrenT8QexiLsYSzq9vo63hcXps53Xc534ncRi99NvEyYeJ9NMsQOb70Xhietg/GkZ7cLZ1p97lOAXHp2sWHDQBMv9ewe0C3xG737Xh9BEARBEARBEARBEPLQXSeNMMaeRIf0TcI3QRAEQRBKpBDBZ3wMwIEXrMk4yvwo8Dq/c0ndAjrSI3szP4u8lvdtSovfvTTxO8ZSAAdKkMDjsZsxMStRc7zxHY41P8CJyWsxnzu3Ih/K6vI11C5szmAwb0N6De+HIWyjr/WXIoE2yQfLOhO/3cQ7L/oEKDgwGUcUlqT4LZYwSpFAChFfyeWilFFZYgET7J3oiy1L/PaT+G0yjiGsDisk0l1VKGchJX47SNKq20px59TThXwbnJK6Gu8bFypJaiKBVkSQoob+mj5fGcrRhr7M+9iTK6tuRBVuSp+Km9Kndr12hvkifhd93HM9T8RuxHbGuq6f4yyNkyIzMZA14IzUpbByBP3RbLXsrxEq5WhDbhGRauK3DQMf2+P0DswFt8+H6ByXm/htwUQzL0FFCJ/tXdnm6xOR4G9xhpRLcrGuIsgBrAm/jjyNa9Knd3s9jqSw88UvkxfiJXuy1HayiyjCQkb6BoAGdE8glkmH7uhCJBb9REmubtdIQvGb6xW/NzqI/n5J8/w05JzHx+C01G8RTyXBwDtleOdb1zYMWJzBFFxne7FWMfEbAFbYNZhsfKW83MvWnjjcnKW8nBNJrjed+UVrLxxpfuI6/Vt7ELhHU9YHrMNxnPm+4/n279bhjkUnYZBEFD9MXo3jzPdxqPEpSpDEx/Y4PGkdjFq431vIPT/IIuoyVEhUi5ucO08QfmnxuW/YnGGTRHp2MdKE8m6p3rlUZk3rbYVJBEEQBEEQBEEQBEH4Jz93lrcCGGPbATgRctI3L5L/CIIgCIIoQpxS1zJYXL6ubKmX+E0pQMrIJ373TvE7k/j9q8i/u0nfGUpYCvfF7oTbZeSoAkh2X/PhWGYPdJ2+llfjG3uo7/VXeDxc7TGvzsRvH8J0dUChswRJmMxbRuRgUhJGRr7yk0Ae9PcAAAYbUaaWqCtDCUuhJOtvU+zid1SY+K0ufgPAe/GL8XLscpxqvo6IJsE+rMRvp/dA5XMNQJhuvtAeobS+oOeIeID3XFeifgZR2jcArJRIKf7Cdi4oyiZb+s7mIPMz7O0gCY5hq4TrzAcm4z2EVFGRjROL+XB8bO+oa1iuuEm1onOckwTXFFLq9yi2BhWdn6MSJpPy7HztXKtRjDrW/KCHhN5PoqvCRsiPIR+J37I08O7it9d3lwwruPv1WjatgusMt2sk0b6Q0Jz4vVHj/pNvKTSBGNoRhyivJGjqtx/xe6XPAoeXrL2xyadgnIuOtPNsRIU7T1kHek5fyQfi6OSNmG2Phd15L2Ajr8ANqVNxe/pEbeOUIY0InrIOwlmpS/GT1JW4xzrOU/oG/Cd+i4pAColqanSSxG+t+E38bkKZZ5FFMSM6vmUnfteF2N0vGkJxNUEQBEEQBEEQBEEQ/umddzqKk1uz/u125zwjXLMi+o8gCIIgiCLjGWt/vOrSsvn69GlYbss9EPdK/NaVcrg1ISt+B01zLRSZhORpxqeu8wxnG7ADW+E4bYyRf/E7iSj+Zh3pOv3e9NGBHrRXKsjcOhO//QjTfQMkfgMdsrZc4rdYnCrrTHj1k1zeX4OYGkbad4ZsWVokmRUaceK3f8l+nLECN0YfxI2Rf0BHTXG5j31Fhl9Gnu8hY6p+vtzSgjM0olxpfUHPEUGEi34s/+K3jKwaVO46yPisx2tjDXXxW5c0mEtlTrGB7PUEAKzi/bv+fWHyfCy2h2kblxMdUm3Pz7RXyiQAxwTNTYpinCwG4xhvfAtAXIDjJdRu0FgEWcVacYgxp9trMp83lVROmSKKfJGb+D3XHoOER0ryCrum277shaizSKnLMVyY+K1ZvNygUfwuVik0WQDxe4UP8fsZa3+8YO+jfD52I+jvncur1p6uCcXNvASPWVOF61jOB+EHyesxMTEDByX+jEmJv+IB6wj0hlv7LT4TlmW6DBUK1dToYv5deiN+rxsbuZ5jRCFoEhzfsgtLNygUlamyuOQ0PBC9DZdHnsCxxvsYx5aB8qUIgiAIgiAIgiAIonCQ+K2PE5Dbv7c72cL3GwAuBzANwO4ARnf+V12g/9TvxBMEQRBEL6P4H4luhsPAhanzcV3qNCyyh2ElH4CP7R1xZvISPGJNF6ZqZfiWD3GdVsvl1kFspiNBWPxQq/cmfluIIYXRxhrP+aYZsx1fH12AxO8UInjMmobbUyegjW8Wktt5FHelj8Mj1qGBUhRlk4EZbFRoTCz2I0z3DZiUHWdJmALx24YhJS6UZhK/C5BcDqCH6KuTarZZ/C72xG9RGnf27+KXH0becZRuVckUC4TBg9E/dtsnypUTvwXid07yrYig54hYgP2uv0QCsQoi8TvJTayXuGYJKn6fHXmxx2tjFRO/Lc7wJd820DjcKM8pIjIVxO8H04d1/Xsd+uGY5A24KPlLbWPLJcLsHsUzMaQQZ977nZPkHVbiNwDsyjo6k4hlX/diJd1FkMeb73X7ub+E+L2RV0qvv5gTvxtRgZfsvVznf9o6QDplVXQ8cLtGEp2T27nmxG+NYl2+E79lEZ3/PJflhq/iCtlkeACYZW+PS5K/wOWpswAwNGmSOnUnfq9DP5yevKyH/L2RV+CXqYvQBPnriCaU4zs+BL3p7kYz95n4LdFlqFCoFDbZnGEdrw5xNFsfrT73qTCvS8JGVJyYXVgadsjDIeZcnBt5AXfG7sUTsRtD3RZBEARBEARBEARBEN7ovZO5lcIYO8Rjcq7wfQ7n/Nu8DIwgCIIgiF5LAjE8ZB2Gh6zDekxbLyltf2u7J37XUuK3LyKwkBZcQme32e1NRJHulmbsxlhjFXKdtWo0ob8GYVeVJO/4W9xtHY9HrGmYbHwFGwxz7bFdBRJBUvsqWJtUgFUF2mEwfUlXfoTp7dnKQNssQVIourcjJiVOZcRWP8nlOmTkeJiJ36y5a58odvE71lWs4iwHVWuSgKcZs/GOPTHQOso1Fk7ksq/5JQ63PsGz9hQAXHlbIvEtV4AUodJJwIkYK57E7+EC8XsN7y8le7b4FHi8GKMofrchjiX2UOxtLNQ+ltx9LiIossnQyMvwojW522utKMFz9hQcZ32Ag8zgRRdOlCLRLYFYpgjKKf1Ul4TpxARjKWBJiN8e5yzdYtSBxufoj0bUdcqu/QTHWJsz1ENe/F6Pvkhys/PYXlickpWvTf0Mg1CPfc0vu73+jDUF91rHSK+7TXCd4XaNJOrCoVuurlOQ9kUsV5Cd80krStBP4ruBE7XoC9tH3sxKycTvefYonJi8rttrutJ8w0hg/4SPwwGJOzHVnIMd2Aos5sPwpjUJ67HlC8Et8Cl++1wuH2xSEIg3oI/2YoKtHb/71FaT+J3He31f8xHoTYUoBEEQBEEQBEEQBLGlQXed9DDJ5fXMU3YOYAbn/Nz8DYkgCIIgiC0VGfG7lcexzuNBcp1kAtsiexi2N9TkqS0ZKfG7lyZ+x1hKKm3Z6cF1IdK+ge5iRgMq8YpD2mSS+5c3KiWTgSs1/81LfQjTU8wvAm2zBEn0FRQt1PMK1EkkXN4UfQCz7e3xffMj5XGIRDkZgiQii6hBQ9e/w0wW14UJG5aDuBxDCuU+9jMnTjBn4qr0GYHWUR5i4jcAHGt+gGftKShBEqZikYYw8VsgYuQS9HgRDVDYUM4SiCOJhEcKsgrDWK3ndNmE4qCJ37lEkcZItlZpmTbEsYQP1TqODLkdIUwJcbeBl+PM5CVYg/6O09fw8Bq3lSGBxqwE2uwUSTeaHZIoQ038NjoTvwPIvrrFqCizcJT5YVfRpijxuwHlSmIsh4E1vD+2ZesDjVMHzn/vcvw0dQWmWrOxl7EQCUTxob0zZtoToCKFtQmEPreiMtE52Sv93Q9NKEeKm50dgYLxUHq6hhHpZz3vKyzwcWOtz2PUOlRLFTg4Jf6qno/dyBSW6qYOffCkdXAo6y5mWgRJxW7IdBkqFCqJ36tDPF9vrfjdN3QdIwpBk2Cfy75Wq+P6OlKI+NoekbdtEQRBEARBEARBEATRExK/9TDa4bVs6XsOSd8EQRAEQeiiVkL8/o4PhpdkIZs6tYb3x/Yg8TtDFJYwK1ZGkCpGYkhLpS0nHETqMUZhxG+Z/ThQ4res+K35b16Ws5dVoRmHm7OwPVuJ5XwgXrX2wNosGbACrZjEFgfaZgmSwsT3RpSjHXFs5BXo57GvjDFW+94nylgCJUigPYDsESQRWUQN2yx+l7DiTvwGOopVnMRvmXR/WeIa3u8wE78BYB+jI4E2V8CVIc1Fid+K4nfA40XQwob+aMJqyAnZIoYJhEBZ8Vskeqoykq1FhMmlaneNgcewmA/TOo4M5TndI0xB4vd8eyROTF7reRx83t4Xp+BtXUPsRhlr7zZeucTvnkKSihinyjBWh2o0CTsveBU5bJAsglThJHMmHrKmA2DChP2NPsSslbwG26Lw4rdbsUYKEbxs742X7b21rztDqVvit2Bf0C1+AwwbUYlBWQVhfkhxE+/ZEzSNSS9+5e2OZf0lWdswsJoPwEi2znO+FocuA7qS04N8dyB60uw38ZsXsfjtsP+5sYY7F3AR/vHbKSbMTiRhI0qZzw4fkCnU1sUiPjxv2yIIgiAIgiAIgiAIoifqPRcJJ0R3wk/MyygIgiAIgtgqWA8Z8XuQlm2FmSiZT3QlbZkQp/r11sTvKNLoIyGDOskQhUr8TkiIGUGSbctZYRK/s9Msx7OleD9+EW6N/g1nRF7G9dGH8Vr8chxufNw1z2Tjq8CJkyUshT6CxO8G3pEAG7bAEDT1O8zE74GsdyV+R1yOWTLp/vkkt9hBN3GWQgRp6c90NqICk+xkZBlkOwm4EQuQ+A1AKKOqIBS/JQXzFCJIBE5Y3Wwqj2UrlZduQxwf2+PQGIKs3CPxWyB+P2UdKCx+mWOPRR2vDDw2J3LF2iqJYgUnyTvMxG8AGMzqURIg5XlDCImYOxnL8Fj0ZuxjLBCey/yIWd+ElEqviu6U/mzaBLKnu/gt2Be4bvHbn7yfy03pHwuFvkKxzqe8DQSTxlfwGuE8LQ774ExNAr1sgTQhh9/E7zCPM0FR+cyS+K2fVp/FBFtL4ncCMTT5/NypspASvwmCIAiCIAiCIAiioJD4rYdc+yqT9g10pH1/l9/hEARBEASxJSOT+J0RNIOyVljf1jv40t5Wy3qiMuK3QJ4tVqrQKpX4bTgIa2NYYVLhiyfxO5jImUtGauqLTXgk9gdU5ay/irXi9uh9GIh6AMD+xueBt1mCpFD8zzwsXx2ywHC4+TEeit6K9+MX4s3YJTjPfBYVCnK9KAE2CDWsMbTt/Nfyn5Dqhrv4rS/xGwguwZezcMVvoEMS9ZMsnnZITM+mUTE9sIwlEAkgbwcVv/trkv5NWKhBo+c8sonfQId4HYRsGXQUW6O8fBviSCCGJ6xDAo3DidyCA7fPZQanlP5cEojhkfShgcblRhkSGM5qcbjxMcaxZegPcbGAU/qpSFIKSl/WLOy84CX7NqEcy22xYKrKFHMBnojdhFMi3onsG32I+89Z+/kdllZafaatSq1blPjNXMRv5r8IwC8qxRczrQl42joAad5xK36JPQS/SZ2Nh6zDtI9LF+sDiN9BpHEZ8dtpH/zA3gXPWPv73m4GEr/14jfxO4zPrC5UOlqE/b1pa6TFZxr81pL4DQAbuP6uJk7oSvxmsDGRfYM92ULUBOykQRAEQRAEQRAEQRBbE3QnM1w4gCcLPQiCIAiCILYs6iTS5Wol2tc/lT4AJ0bedZ3+tHXAFpNQ9Q0fhsn8K1QElAtFshbAe23i98XRZ6QEqDKHpMUxBUr8TvKoeB6I53FDVujWnvjd+R4fbMxzFXRLWRK/iLyA36dPw/7GfM/1fWaPwq7GUs95SpBE3yJJ/P5d9PHNPzDgN8a/cID5OU5LXoEEotiTfY2TzHdQypJYxgfiofR01GKzYBRq4nenbA9woXCoylreD5t4qdZCArdilb4S6f4qDEAjVsG/QOl0XNHNcFYLi6vXvovE7wbFxG+g45hR77MNeyzgftdfIGvL0g+bYDDuOY9K4msLStAX/gunqtGMtk65rL+PVPNMyvBd6eNwhPERtjFqfY8ll9yCA1Hit2ify/AX6zhEWRrnR57bvCw38Mf0ydjbWIhDzLnqgwXwr/gNEARDkgAAIABJREFUSvMneNRR0GsKOVmzGpuEKc8Jz2sAhhftyTjXeEHvwCTxkxY9h4/Fi9ZeONL8pMe0NDcQYd77li5CTfwWrNvtfBEk/d0vdRLftzJ8YO+MGdZRuAxnw4SNNAzwIs9jWVugxO+VEuJ3s0OxCcBwZeoMxJDCUeZHvrcfpGiU6EmL499KTJgFJkFR6WgR5LNAOJP2+RkNuxNJmIiK6TKFpZn3pg5VGIW1oY5pDe+HJh/fg3LZx1iAmyN/x3bGOgBAgkfwpHUwrk+fJlUMSRAEQRAEQRAEUTA+noG2L1/CvDUJ2JES2GYpeLQULFoGFitFW8VIrN32SBw1YQj6lhVvgTvRu6E7mXrwKkOfk7dREARBEASxVSDzMHymtatwnrftiTgR7uL3TGtCr26Hm81KXoONvDKw+H1rdAYGsgas5f3wjr0rHrEOhZ0lbZQhkTfpJgxkRLeynPewBAkMYxvCGpInMmJGgoef+F3FNIvfnWmWexkLPef7mfkqHrSmY5Th/VD3XXsCdmQrEPcQRktZAn0E0mUm2bgQBSF7GwtxuvkK+rIW/CLSXdI7w3wZP05eidl8BwBAjAVLRPYik/gdRqp4Ey/HRl6pVfx2S5au1pT6nGEAa8QqiXOTG36SuFUZhg2oY+oJuynNid9AR1FJvQ/pEwie+D3OWI6rjMcw3ZgFBuBTvj3uTR+DxYqJfQOYWCBXSRts5SWb+6b5oJo1Y3Vnwrifz1BGZG1DCa5Mn4nHYrf4H0wOFTnjEYnflqQMasPAn9In45/WwRjPvkUUFmbaE9CICuxkLPM9XlWW8KFw+uOpJKL6oS9rER6LRbLvnekfYJKxGHvnnG/reCUW2SOwj/ll4HG6UQf14xHAcEHqQizhT+NY4wNsY9RihV2Dd+0JuN/6Pn5svtXjHKkbm7NQk3jbBEmupUiie6PFjnOd6DziXQTgD5XU9mV8MICOz61d5MJ3hnUIIH4H6Bq1kg8UzuPUgQjo6IZwYep8rOI1vj8LyQDfHYietPpMZw6zwCQom7i8zE6J3/rxLjt0x881e7EgSvwGuheW5iPx+2t7ROB1jGdL8ffon1Ce1c0jztI4LfI6DNi4On1G4G0QBEEQBEEQBEGExrovULrsbewDwCmT4n1rZ/xu7raYMmYAid9EaNCdTD14xed5R+sRBEEQBEEoshFVmG2Pxe7GYsfpq3k/fMZHC9fzpj0J8+xRmOiQBPy5vR1et3fHCKYv8bKQrOADsRGV2AbBfp8DzI5k5R2xAgeZn2E/YwHOT12ARKcAozv5uRgpz0la3I6tFaa+hoVMK/Ygid8HGZ/hUGMWvuQjsZIPgJuVWCkpiMtS2vkeTza8hTODcZxuvipc33vWeJxmvuYpyN0WnSFcTybZeFWBBIYrov90fL2EpfDX2B04IHEnWlESbuI366j5DUP8bkYpDN8qgzMRZjnaEdWaE79rWKN/CwM9C0rCYBjbgHaufnNNlCrop0Aq+1xhwsL3jQ9xsDkPUaTxhT0Kj1lTXQWPoPv3WZGXuv08ArWYZszGyclrsICPlF6PnPgtL7cHFbyq2aaufbDcxzG5LUtkfd8ej8fSh+DUyJuBxpQht4jIFHQPUU2mX8kH9hAlm/IoN33FncUf1WTNJfYQlLIEhrKNUvP3xSbERSnPgs98AjGclrwCR5v/w5HGxzBgYx4fjYfT03Gq+Uao4vdan+dSGwZuT5+E23ESKtCK5qz3uTYPolfHZyVAlYYA0bHAYBwlSKI9a75t2TpEmffnKgwJTqYLU4bv+CDt2w+bdYESv/0vu0KikMyrgI3DwB/Sp+Ade1dcHHkaI9laDGJemS3dCfLdgeiJczq7GFH6fyGRkXAzbCkd1IqJJXwoLM5gKt6D6M2hBqLEb6CjGD1TWKpyfvLL14pFo7lEkMZt0b92k76z+ZH5Fu5Mn4ANCt01CIIgCIIgCIIg8krK+zlE5t5GRZzUXCI8aO/SwyyPaXJPrAiCIAiCIBR4IH04do85i98PpI+QaomaQAw/T16GW6J/xzRjdpe8+5q1O65KnYF2xLeY1sQreA02hvDwa5o5G8faH+BJ62AA+pOfi5HSnAdzwwtYHCAjZgRJeBxh1GJG7A4AwEo+AP+XPgQMHK/Ze3RLx63UnfjdKX4PkZDffh55xXN6My/BXD4WzShFn4CFCYVM/BYxgDVhsvEl3rInIR4wEdmLataMGFKhiN8lSHaI2hqJugimfZle8VtGAvYiH4nfw1kt1vpIL00Lkln9tCCvYq0A75C4/xL9C6abn3ZNO9L8BCea7+DM1KVYyof2WDYawv5dwdrxp+h9ODx5q/QyA+D9N7c5w0YoiN+8RHpeJ6qxWQKU7daQTW7K8DXp0xGBhR9G3gk0LqDn/h0Rid8a2tqrStdBWGhv4zwGxcTveXw0rkqegR+bb2IMW4VTIm97zl/NmlHCvMVvmWuABGJ4yjoIT1kHdXt9NcI91y3lQwKvoznn76ySQO2XsFN4ZdZfikQ38XssWyVcZjEfFmhcTtQpHOOWS6RYFxtBxO8gy8p0t0pIFHJ9ZO+Ek5PXAACGs/V4P/4rqe3LFJYS8rT4OL+nuSHV2alQyHa0sDjDevQNeTRbH80ow3w+ChPZEqXl8lkUp5smCWk9u7A0H7L0ooCJ36eZr2NHY4XrdINxTDHm41l7SqDtEARBEARBEARBhEbK+5lrJjSOxG8iTHpHb8niZ47bBM55Uz4HQhAEQRCEM4yFl0xXCF6yJ+Oi5C/RnPUgNcVNXJc6DQ9Yh0uvZyOqcE7q15iSuAtHJm7Cvu134+zUJajtfEC5CaXdttFbWcUHYFlISXunmJsTQavQEso2iolcgW0Qqy/QSIBEyInf2QxnG3BZ9En8JvovvB6/DLdGZoB1tpnXnfSekeuXOEifqsy0JyCFiBZZO5P4vSZkGc4v04zZAIInIosYgEbEBbKhHxpRHkiUcsJNMM2WZHVQA/kkzVxMWChh3n8zmwc/hw9jG1ChKJhbnIFL3DZ53ZqktN7MMeMc84Vu0neGUcZaXBd5uNtrw1ktbon8DTHNxQEZxhkrsC1bKz2/SPavR4WSwKwl8buTSuYn8bv79m0YuCJ9NvZP3IFH01MDja2i23i4MKFSVGwgg6p0HYSvXRO/1QSrBl6JdsTxgHUEfps+C+9bO3vOX82ahUU47fDfQjPs4seldnDxO5d8CKu5RRKFWH9ZTveZsWyl5/ytPI5VfECgcTkhW1S6llejDb3v+1QzStHi4+9dxysD/b616CPc7kx7V6V1qsjHxSwc90b8JH53XBMU7/0b2cTvdajWUsxF9OS29ElIK3ZI6c2J3zLFBtkhBGF0uchlocv1nww1qMfFkaeF8w1ldb63QRAEQRAEQRAEETqixG8eg2kwlERJzSXCg/YuDXDOvwW6nnR3e4LHGBuZ7/EQBEEQBLF18Jw9BRMTM3Bi4hqclPgdJiT+hoesw+DnIelqDMACvh1WI1eKYEWZ7qvCWl6NBGKYa48NZf0TjaWIdCawbg2J32U54uRgiVTqsEhxCfFbYh4/nBx5BxdF/g0gjMTvjvdYR6r0q9aeAIDVGj7HmcTvtbxai4irm+PM9wEAcYFEHJQa1hBK4vc8ezSetg7Quk4n8XsMW4kTI+9q3U6QxG+ZtO97rGN8rz/DcFbb4/glIi0pf2W6PsgyjG0AwLv2WScOMOd3yYwj2Do8Gfu9MAEZANZx/8mShxmz0P2WBsdA1GMI6mDm7Euiv7mqcBJY/MbmFHs/CfJtLoLwCj4If0ifghT3L25lj8fsLBjyQk/id/7kpq9cEr9lE1Ez1POKbj83wDu9ui82oQTeRTjtAYq/dJw33Wjh8VBSYBfwkdrXmUtryAJzbhGGE7nXntsb3uL3Yj5MqohHlTrJhPWwik/Dh/kqSJNJ7BZt9217outUmzN8Yu+gtEaV/ZYSv/XS4uOYIXMcKCQpRNDOxeeXLaV7WjHygT0e56cuxDJbvptCYy9O/N4kUUDRLfE7ZPHb5gzfBOikcUX0n1KFmkG7ShEEQRAEQRAEQYSKSPxGHOUxc4sLJySKCxK/9fE3OFtWatFfBEEQBEGEAufe6Yq9lTQimMV3xCd8XGhJcmt6+QPLFZ3ywaf29qFt48XYldiZfas9+bkYKWPdUxYHFzDxWyaRT1fitxMnmO8C4KiEerqsF5kky6BCeYqbeKdTnNGRdJlJSUsjgto8tI9WJdH5t451FmKExUDWgBLN4ncdr8SXfFu8a0/Qut69jIXdfp5uzMKLsauEyzUqCptBHsrLyNjvWROwyPYvFwDAEFan/JlKSQq4b9i74+bUKdLJgzuwFeiDFowyvBO2DzQ+AwD8KvIMhkkm3gU5Z/82+gRmxc/F4cbH2JMtxH9i1+KTkvPwYckFmBm/GCea73TNO4B5NzdTFU5U0lidyE78rtCQ+J1NC0rxob2Tr3EBQDnbvI+7pfBnY2m4VacqXfuljld2dYnpMQbFlNdMV4kMuSJ4LtWsWSx+8+JM/P6WD0EYabbf8sFYHfJ1e9AiDR3rfyZ+PY4xNhfOjGWrPOcPIqd5USd5LfSdPTiU7eeDdT72pxWBxW/gH+nDkXAp3nzUmop6yKWtZ0ggKl3Ak5AQegl50ogov6etIXcW0IFM6neYBUQE8Iq9F76X/DMOTdwqNX+TZFJ7MZJATPg5yg4hqJPsSOGX7/igrpblqlShGUcZ/5Oal8RvgiAIgiAIgiCKmrRI/I6hsoTuMxHhQuK3Pu53ef2kvI6CIAiCIAhCMzrFl3et8drWJcsK3pECtRoDQpNhdjBW4oXY1bgi+kQo6y8meiR+o3Dtd2Wk7kSI4vdwtgHDsEF74vdoYw1ONV/HINYgntmDD+2dulJfg4rfm3hpt/TjYuwEkHn4HAshjTubGtaIuEA2VOX61GngMLCcD8J/rb31rTf6MI4z3gMAHGrMwj3Ru6US0T+3RyltpyZI4jcTi98tKMEvUhcHkppjzMIo5i1a55JWSF6eYR2FAxJ34ubUKcJ5dzRWSHVLONb8AHEkcaTxsfQ4gn42a1gT7ovdhafiv8duxjddrw9nG3BbdEaX/D0AgsRvxeKQoOme1Wxz4neFj2KcNoFkdkXqLNT6lGiyxyOT+J3WcKsuX3LT1/YIuAnMCcSkElEz1OekJ9fDW/zui2aUMO9jcZBrgBZFcV2FpXxISGtmeCw9NaR1dxC2kCn6LGa4K3Yvro88iBIkMIqt9px3kT1cx9B6sOUnfgPrfCTTB0/8Bubw7XFu6ldYm5U4nuImHksfghvSP/GxRiadPE2J3/ppVixQD6ugXSdNEgVWxfh9aUvDgolFfASeSou7Jsl28ilWRNd2VVkhBHWKxTGqfM1H+F52ivEFYkxcCAmIv28QBEEQBEEQBEEUFEHidzviqIj37u+iRPFD4rcmOOffonvqN+/894mMsW0LNjCCIAiCIIiArIG8aCcSILzadodFdurc7BBTvw3GMVRC5OvtlKMdHZe6HRQy8VtGzJBJBQ9CFWvVnvgNADdGHwy8jtfsPbr+HTRxLpP2nWFVEYoMGcEwbPF7IKuXkqdlWGYPxK+Sv8Tz9n5dr12SOhfPWftqWT8AXBV9HPsYC3BP9G5EJR+yf8G3U9pGkIfymYR7L1pQgqV8KI5I3IxrUz/FC9ZkPJqeijtSP1Da1vZshdL8KuI30FFgNMM6Cnemj/ecb6KxBK/GrxCubwBrxDi2HCUK+1uYKcUAcGXk/2DAFibwKSd+B5S8qtGR+M1gd56n1BClDK/GAByZuAWvWbsrr3tnYxlONV/HzuxbycRvtf3OCRkhTQcL+Tbe48g5d3iRK3o3CK4pq9kmxAXHe79plCr8PqUuoX4bmvgN3Gsdg0fTU2HzcFqIhi1kqiSK/zTyOp6OXS8UyBbxcMRv2f37u94sfmeJ17LoEL8B4C17EvZL3I1TklfhR8krcUDiTlydPsO3vNksWcwR9neHrRHVrh5hdxbQgUxXCxK/88d/7Cme0+fZo/M0kvAQXdv1y+rGo3odrsqiAOL3SIVCXEr8JgiCIAiCIAiiqEl5h4K18RjK48Hv9ROEF3QnUy+XATgR6BZtxQA8BWCvgoyIIAiCIIhubNOvDMs36k3n3dJReWD5vLUvJhtfYpzRU65bxfvjOWs/XBt9VOfwhGTLB5/aO+Ao86O8bn9Lw2QccaS6ZKpBBRS/ZcQMmVTwIPRhLRhnLA91G355157Q9e+gid+NvLvcVIwiQ2afFImAQamBnsTvel6B7yX/3EPyTCCGi1LnY7oxS0n4dWMAa8ITsZuUlllsD1OaP+zE79ZOYageVXjYmo6HrekAABMW9jUXYG9jodS2tjXWK41NJp3Zia9sbxlWlv5owlhjpdIyYYvf1awZ/45di52NZZ7zqQonrYpSWC7VrEP8LkMCBuOCuXvSLiEIr0c1Lkmdi/nmmcrrzxTzyBTNqBYcOKEiXAfhK4H4vYmXYqBk94oG3l38rufeid990CJ8r2T+rkFZ3tlZRoWl9uAQRpKB4Xfpn+MB63BMNz7FbzV3owlbyFRN/9/F+E44z2Kudk6TR06uX8bD/HuHyzof5xRd4jfQUQjzob2zlnW18rjUn4wSv/Wj2kGhjYd/7M4HQQtvCXk+tXdAIy9DH5dOXH4K94qNTYLE7/Miz2MsW4V37Qnd7gOEwdcBOmlsw+S/j5H4TRAEQRAEQRBEUSNI/G5DHBUl4T6jJghK/NYI57wRwEnonvoNALszxl4pzKgIgiAIgsjmwkPGFnoIvQ4ViWwN74efJS/HHHtMt9e/srfBmclLsTHklrNOrMgScj61d8j79rdEyjrTVMvRhkqmP+1aliSXEL8l5gnCP2M3hrr+IGTL2asDit+5Qp6fBMiwMWDjAOMzXBJ9Wmp+Vbk5w8nm21Ip1SIW8eGeyb7hiWpiNsI7aTeXStaGn5ivIbsbgAy7scVSnyG3NGgLJs5PXoAPLD1SWC4y6cxOiFKQZYkyC4cZs5SWWROy+A10JJaL2KB4vg8qk1azZgBAhc8ODLLieTNKYAVIUh7G6oTz2Dz4rbp8JX5/bXsnPtYrHEvqcxK+cxPAczEZR5ylPedpDygPPpKe5jn9dWuSP/GbD/U7JGm+40PwV+so7ett5eGK3zYMJLi+ByKtPB64+C0oy3zsI8WCn+u9FRrFb53IysdhF41ujTQrdgpQLQApBDIdn8IuxiM2k0QUF6QucLxG+8geh79bRxZgVHqRubY71JyNG6MP4rnY70Idy9cBEr+3VRC/+7FmROB9rUcQBEEQBEEQBFEwhOJ3DBWU+E2EDInfmuGcvwHgNnSXvxmAaYyxTxhj2xZscARBEARB4MDta9CvfMtIkMoXKhJZAyqwDv1wfPL3OCpxI85K/honJq7B4clb8BUvzGXQCnuzfLCQj0BzwFRRAihnHdLrYLZROO/n9nahjUNGzEjkIe2zGNnAq7olFm5CWSARsCEnPVZnmqMuRhtr8I/obVLzvmjthdNTl2GmpZ6GFmE27o3drbxcLhu5txCZj6RaNxoEY3PihuhDuCLyT+n59zW+kC6caPN4L2pRjR+nrsTxieukty2LX/F7OR+oTY48xJyrNH+xpPGrJn67yf2yVKMj8bvCZzGS1z6WDYchTFwMSlrDrbqwxwgANmdYxL0THxcpJELmit5+jkO5JAIKnG/bEz2nv2lP8nU+/K4XJ0DnQ8jUmSr+DR8KXuDb3815+DyGxTreV3mZYrxGBCD9HTDsotGtkRaulvgddmcBHchcb1Did355194VxyRvwH+tvbHIHoYF9ra4IXUqfp78zRZR0NGkcC55394ltHEkeDTQdcwIxQ5M/Tqv8QmCIAiCIAiCIIoKzoGUd4f5dh5DRZzuMxHhQuJ3CHDOLwfwJnrK33sAWMoYu5cxNrIwoyMIgiCIrZuayjj+348mFXoYvYrv+GAkuVxFanYq8Hw+Cq/be2AW3xHZfbVftvbUPURXktzEWmwW1y2YmJuTRk6oU9qZdjyI1QvnvSx1Dpbb4QggSYlW7ImttF27U0LjqgDyQWNO4refhNN8EGG2cJ4l9hCcl/oVVvIa/NeenIdRObOReyci60w8VaUeFXhYkHTrxC8iL2AsWyk170WRfyPOUsL5mnmJhLTHMIdvj1c0n19Mn+I3hyEUYsNiDfrhGzv8NGERquK3bOK2G+UsgTiSvhO/VWTWsNO0vToByJJEFG0B065FfM1HoF3wvr1hy11zt/FYj3WJEr9lCFpA8749HrNt525BS+wheNGajFaUoFZwPM+mlvfJi5if4S3LW15XJR9C5rcaxfjFIR+LReed3l5wmv09SoZa3qdoiy7lE7+3zu8OYaKa+B12ZwEdyFxvbIDatRARnC/4KJyfugiHJm/Dkclb8IB1BFoDFhcWC3UK1xrv2hMCfff34iV7L9/XqlGkMRTi7jfZ1LAGX9siCIIgCIIgCIIIFSsJcO/nke2IoSLe+wuRieKGxO+Q4JxPA/AMusvf6Pz5HABLGGOvMsYuJQmcIAiCIMKHsc3i8T6jKXlJhQRi+MTeUWreeol0RlF6ok4+sHfp8VBqNt8+b9vfUilHOwBgMMSJ30v4UByVvAmPpQ/BSj5A6zhSEmLGlpDu5Qdn8dv/+9+QI+B9ybfV/vfMF9nvzVPWgXgqfUBBxrEB3g/vC5n4Xc8r8La9m69lr408jOsiD+EPkRk423wBleiZejAUG7C3sVBqfSqyxjLNBQkRiAsJ3PjK3kbjSORJ8iiesA4uyLazURa/NcikfdHsP/FbQTJryumAoBsdid9A+EmjMvvZ+/Z4bJJIenWSvOu5BvE7oPyeQgRnJC/Fa9busPnm7xIfWDvjJ8nfdgncKxSOPUv5kEBjUuVFS2+BU9AiDRne0Sirq6TO+8GtMCDDk0VwPA5CrWLid7GmfQPynSVkvl8QaqgeN9p6gaj7N+tI4Tw2PXojNPKJPU563ves8fhX+iDtY0jwKP6eFu/7bgxntTAYF8+YRQ1r9L09giAIgiAIgiCI0BCkfQMdYTMV8eAhLwThBd3J1ARjzOmpxM0AtgMwCR3id7b8DQBTO/+7tVNGW9r5XwOAjZ3/zwuc89/ma1sEQRAEQfQ+3rZ3wxRzgXA+mXTGp60DMd34FIeYc3UMzRWLMzxkHdbj9Vn2DqFud2ugjLUDHBjMvMXvWl6FFCJoRAWuTp8BpIH+aMTsknO1jENG6t5a27U7id+rA4jajby76Mhh4P+lj8Et0Qd8r7NQdN9vGC5Ln42X7b3wA/NdxJDGKLYGo401oY9DVCiTKFDRwlJ7MJpQjnftCfjWHoTtjHVKy08xF2AKNp8vfhl5Hiclr8EiPqLrtd2Mb6TX16Ig5H5g74Jz8KL0/CJUxYRsFvICid+I4AHrCGzD1uOnkdcLMgYAqBMUNuSiQyYdyBpQ0VmYpEqbQqFF7vFQN7pEsZW8BqMRzrHsbWtXKaE1iSjesnfDMeb/POcr6+wkks0mlMHiDGaAz6GO42gDKnF26hL8f/buOzyO6u4e+Lm70qpLlgvGYKppNhiwaU4CDp1AQgnYkISQUAImkEYI5Q0k4Q2QAmkQXkKAJCQ/QocQSkJ16GAIpldjbFPcZKusts/M/f7+kGRkeXfnzs7srFY6n+fxY9Dcnbm2V6vdmXPPbIoOTFA96EIzlg1ppP5QNsJMmL2uva/DDX7fqffBnvbbOK7msUD2F0bj95+cQ7F/dCF2jbzve1+LZNMAZlTYg3oPnCO3Iqby3yHiLmfvsh6/3LKIoUua0a4SRuM/HM7Bb8OfM6N10Wg5mYbuB4TxOuOX2zmFfzifCWkmNFr8R++KRXpTbBv5uOi4d/RkrMQ43K/3wrfkbtQW+Pnk1UcyHmfkvos3ZMuS97G5Wu35MeMZ/CYiIiIiouHIci+gSUsMzfWj8xo1hYfPsOAsxCfB7nzUoP8eGgAfMAXA1kFOygMGv4mIiKigR/UM/Ag3uo7rNmj81ojgTOs7+Kp+BF+Ozi9LwLJXGvBT+wQ8rnfZYNvLehvfQaLRbiCgtbHqKjpulWx4e/ggW4xNQt2VCs9W2mqUt/EbAG52DoACcHbNbRinegEAHdKGP9uH4rzaW0o+VrnlhnwMFkQwX8/EfD0TALCzWox76n5U9nl0u7TZVqrx+z49C4CChsJxuR/jL7HLsGNkWcn7G6OS+HPscuyb/Q3s/r/7yarD+PFeGr+f0tPxrDMNn4q+6XmeQXu7Qo3ffU2lCj+xT8K/nFm4te7i0OfQI42eg3PJAEJe99ZdiD/Yh5f0WC8hs3h/y3O52AimBSToAObLegoyiOEBZw/c6By47vvZzb+dPV2D306esLsggm40Yxx6S5ovEOzr6MeYgI8L/J1+4KHxe8mQ0Hj5KZxnn4p/6b1wTPQJNCCHRbIpbnL2x821l2KziPnrMRBOIDOJBpyYOw9n1vwTR0WfRgwW2pR7i04+gxcdlcMHMhHnWvPwu9jVG2z7X+sEvCFblfX4YVgp7cbB75HR+M0mpqAl4H7nh8G83IWjUv6rt8eHekLB19A7ncrcUYhGrhTqcar1ffy+9veYHllacNyTejoA4D2ZjHOt0/Dr2mvWW8xqSwS/tL+EC2pvMj72B3oCZud+hw0vZ3qzufK2oBgAxoPBbyIiIiIiGoZMgt+oQ1MdY7lUXnyGBcv0zMfAuHxpI39nT0rD1BMREREVtdTwtvTdMGvBzKAO1zufx/XO59GOOG6P/RTbRJb7meJ6ZmWvQrLABeYkGvCWbIGd1NLAjjfaNPY3qh4afb7ouJV5WqeDDGIPDfDmH1PZ4Pff7IPwtQq07ub7u18u40reX3eBhtubnANwi7Mfpqv30YMmfCgboR65YR38dnsOLpFJyEm0YHtnUHpcXi+zEn7w+z/OLrjSPnrd/69GO47MXYwd1VL8s+7HJe+1BOIHAAAgAElEQVR3slqD3dQiLJC+W5RvqVYaP9ZLS6RGBGdY38FL0dM9zzFob5c5bFjI4Ne8BTIVq2UMNlKh3UwMALBG2jw/Jh1QmPSbNfeW9LiMh5BZvMyN3/lC0KX40EMY2c2Dzu6YZ32/pMc+rnd2HfOsnpb3693SvG5hUSnCWkDjJWT/mlSi70Hhcb3LBgsiz7K+iT/ErsAED22aYQUyu9GCS+2v4lL7eAAKv6q9BnOiT3jaxxppxUc+Fr2ZulvvjTeyW+Kk6AOYoLrRKa241dkXC2W7sh87DKtkLKbiQ6Oxw7nxOyHu4eOs9C2eomCZtq0PqIbG7yxiOMX6AW6OXbLBz6lLrOPxVH/4lihIS2USDs9dis9GXsUBkYWYHXkVWw65O9MTg953/UPvg5dy2+D46KMYq3rRIWNwo3MgMhLzFPxeLJvAz2tjKxI4Nvo4Lqz9u+fHsvGbiIiIiIiGJYPgdwYxNDP4TWXGZ1iwCgWoC50VGfp1KbKPcuHZbCIiIjJyk70fvlLzn4Lb49Jo3P44WBdacVju5zgy+jRmqkUQKDyrp+H3satKmucCvUPB0PeAhXpb7FSkJanarJUWX8EorxpVFufX3OQaFMrX+G0jGljjukmou+LBb+cgzIgsKtrKVQ6r8gS//TR+9+Rp/B6gEcErss26/3f7/qs0t+dELxrxtN4J+0VfKes84lK8NTjMtvp7nE/hfmcWHtEz4QxpurRRg1dkGzzszMRB0YUlH+PPscvw5dyFeFWmYIqHhT4pj2GhLrTilNzZ+FPs116nGKgeNONtvRl2iJiF5YIytKn0Tb0FNoqGHPyG9+C311BY0Nj4XVwpYf4BadTj384eODT6QsEx7+j8CyXy3W3Ci0xIC2hMQ/ZL9EQ8p6eWeTbm/is74LDsz3Fz7BLjBZjhBzL7Tlu+prfyHPx+WU9BWKc9F8lk/ND+RijHCtt/9XbY1/A9UbU3flu8VFIWXhu/qyH4DfTdUWCf7BWYG30cW6hVSCOGu5x9sFg2rfTUaERbfzHX5moVZkdexezIq5gZWYQFQ95nLJVJuNT+6npfG1jIbyrrcSHdZNWBwyLPoQYaqzEG34zeU/Kd/hj8JiIiIiKiYcmk8Vvq0FLPc01UXnyGBc/PFYWwQ9hs+iYiIiJjdzt7Fw1++wmy5FCL2519cTv2BQDUIVfyvm6293cd82pF2hbLZ5FMxjj1VtExy2UsNlGdgRzv2OhjmBl5z3XcijzBb0AhixgakfU9D5NwRqVv175YNsHJuXNwS+ySki92liLw4HeZG27D1NfmWNwF1im4O/LjsjYluzV+h9VUe2buO7hfz3Id96Lezlfwu0llcU/dj/CEMx3T1RLjxyVLCP90yBjPjymHG5xD8IvI9aEdLyu1GHpa4U3ZAvuivIsYhlojrZ4fk/LQ7F4OXhrHy/16OBwbv9fA+7/pYNfbhxUNfj+o98j79S7xF/wOawHNB9rs7/o39lxIQP++QenAGPzGnoOrY1caja/U9+preivPj3lFTynDTEaf+/UsnCV3GC3arPbgt8ndhMg7r4u7wrqzQBBSqMdfnUMqPQ0axT6QibjROQg3OgdBQRu9z/D6OdPL+6l50XvxP7U3e9p/MePB4DcREREREQ1DVsp1SBoxNMV4ronKa3hdbSAiIiKiYet52QFPOIVvWXynMzuwY5V60V2LwpMGt1V+ytmppP0PV+/rSa5jchJc+Mkk9A0Aq7Bh+BgILoiVMwjwAgqZAP/sXryqt4Iggg6048jcxbjPcQ/XBiVf23oHxqC7xMBit8fwnduf9U29RUnzCIJJC/xyjMfh2UuwqowBYrfwaFiBxeUyzmjcfXoWUgEEcWZHX0ODMl/c47XxG/DXThykO53ZuNXeN7Tj5fvZ+XaBJuVyKuXvv9LtntrD6bFyN347Mvwav9eWEOYf7EXZHjfYB+fd9gvrS3hXCjV+t/g6blgLaFZgHFbmWXA12O32bNyrPx3KfLzy8v1XqUDmm7IFHPHWl/HyoLuRUOmWyCTcY/jc9bPIsNxMwsdefhaQOZPQ/WBeFmMR0SdMF5dpRDydI8kajv1c5PlAQ98AMF7FA90fERERERFRIAwavzOIoZmN31RmPJsZPKmiX0REREQeKPzQ/gZe1hu2ZV9qfaVgW2MpBBHkSgg+/caeg7VwD5ytxDg85uxSytRgSwR3OLNxlX0kzs6dju/lzihprkFaLJu4jnnPYEzQVuZt/A4w+G24n7ekMiHjl/QngaMEGvEt69v4au5/8Igzo6zHtSWCtXnCchoR3OOUFjrrdmmnHuoRZ2bR7bc4+5Y0jyCYPm9WYSyOy/2obPOIuzV+SziBRdOQ1keyEb5lfdv4wn9QEmjw/Ji1PtuJg2KhBufZp2Je7iz8xT4E9zt7lvV4+YLfr4v3lly/Sgl+21XUshovc+O3HdCpum40o1e8f//kszaAxRQX2V/H6bnv4WlnRyzWk/CoMwPzct/DNc4RBR9TLY3fGhHc6exTcPtiPQk/sU8MZS6lSHtYYOM1wBmUDOqwSCZ7eswreT6zUGmutI92HbNS2o3fY1VC0uD9RAx2CDMZfby+l6v0YjCi0cDL95npQrqvRR8qdToFjVds/CYiIiIiomHIoPE7gxia66rnugdVJz7DiIiIiMjYRzIBx+T+F4dFFmArtRI2orhXz8KHMjHwY+VQixgc4/E/sb6Ovzr52yTz+ZU9F3tE3kaTynqa1zbZGzf42qLcprig5u/YKbIUNiJ4Wu+Ev9ifw0LZFmfX3I550XsRU+Z/Fq+e1jshI7WoV1bBMQv0VBwYfalscxjKEYXXdP7AYVZqAW+ljXmZNsP/x9kVMwxbyoP0iN5tyFcUntLT8ZSejivxexwRfbYsx12NMQXbvv5ofwGfjbyCLSKrPe3Ta/PeQ3p3vKs3xXaRjzfY9qreCrc6++EHNbehVbmvig+alyDgMpmIXmlAS8DzzEotsi4X0MNoqs1JFB0Gi2UGzNcz8enslXis7vuB/50UUkr4J4sY4tKIVuV+8q38FB7Ue6xbHJXD/+GL0afLcqR8gbulsjGWy1hsojrLcsx81nh4TlWjHo8LYbxyENRiMoWPZAKmqg987ymYFn2FB/SeeECbL4DwE/zuW6QSwJsNQ1fbR2K6WoLZ0dfW+/piPQknWeciVaHAtAlPjd8VDGS+LlthB3xoNHaxnoQ4/C0coE8skUm409kHx0SfLDjmLb15iDPyLmGwwKGWwe+yMGlbH6xSdxYgGk36fp4njMa6fX5uQwLjVQ8+HX0zgJmtbyx6EYUT4PtjIiIiIiKiALg0fmekFoIIg99UdnyGBWcJ2KJNREREo4CDaCi3qs+iFs3IGI29zf4s/uoc4mn/r8vWODx3KS6p+TN2jSxGLWzUlhjOfkO2wlesCwEIFGS90O2v7WPxd/sA7B19HVFoPKunoUPacFHN33BE9Bk0qBw6pRl3O3vj5JoHPB/7Az0Bb8tmmK9n4LDo83nHvKyn4APZqKQ/W6ke1rujO0/rNBBk47fZx5lrnMOxZ+Qt7B19I5DjmnhNb4kn9fSC21/W25Qt+L2qQNM6AHyMCZiTuwjn196Mz0ReRyMyruHrd/Wm8BqeS6Eex+d+iN/VXo3PDPp7f8SZgQutk5FFDB/KRthRLfO03yDkxPxjsCCCN2RLzFJvBTqHOBpdx4TRVLtKxhrfEnzAWrThu9aZ+HPsV2Wa1fq8hoUGdEjbMAl+r+99PQnlyi1Yee4+oRHBDfYh+GHAt10vZpW0h3asIPS9xpkzadF+Tk/Fr6y5WIs23B37Edo8PBedAG/O96FMwFQEEPyuUIt+ofcRJjIhNw8n0YCTrXMwVz+Oz0TeQB1yeFFvh5uc/Yd9ANlL8DtVwUDmK3przIk+YTT2ZZlS5tmMPlfaX8TnI88VXGh6r/OpkGfkjVnjd+FFtFQ6Nn4TDT9pqTP+iF/oc+l49OCntX/BgZEXy1Z0EFGCsYijA9X1+YKIiIiIiEY4l8bvgfKMJga/qcz4DAuICK8oEBEREQXJy63CvV5MHvC+bIKvWBdCQaMOFp6u+w7Gqd6S9tVHQfJcPVuJcbjD+ex6XzvPPg3n29/AJHRiFdrhIFpS8Psq5ygAChdbJ2CXyGJsqtautz0ujTjHmofNlHvDc4e0YY/sH3B17e8KhshNpKQO51vfKLg9uOC32X5yqMVp1tl4M3pyIMd185yeinm5s1DsSurLunwfH9xClx0Yg7Otb2JgoUI9cni27tsYo5J5xz/Q31TsVQfacbx1Aba0V2Ac4liDNiyTjddtXyYTsSMqEPz2+Px7XW+JWZFgg9894t4YnJHyN34vx7iSHvd2iK2epbbkrkEbpmBFwLPxb7FsUrZ9F3pu3+B8DlurFfhSzWNlO/Zgr+mtQzlOUJ7WO3kab9LG/5yeiv/KDgCA5TKugsHvYBZ9rZXKBL/9NH6HcdeEoWzU4GbnANzsHBD6sf3w8vOmkoHM+51ZuKDm70XvcDPgZb1NCDMaXZbJxjjPOhVXxK7eYNt9zizcrfeuwKzMJQzeT0QVO13KoUu8LeJh8Juo/NIe3if13UVlfU1I48+xy7BzZEmQ08rrhfozcVLuHPxHzyj7sYiIiIiIiIy4NH6nEUNtVKGuJrhz/UT58BlGRERERMOSl1ZeLxet8hFEkEEdHtO7Fh13sXW8r+PkO+5yjC/ptrVd0oyLrK/hNmc/AMAKjMOc7EX4k30olumNsExvhFvtfXFU7qdYJJNhGaz5TPcHf0oNWg7YK/t/RVs6swGEsTql2VM4LoV63OWUP5ByrnUqvpS7ED0u7Z5vyJZ523mDsErGGI5UEESQRj1+Y8/JO2KR3hR/s7216Q+1VCbhRdl+vdA3AHwgE33tt1SmTfEDXtdbBT6HHrgHv/0skOgwDGl+LONL2v9yjENc3FvLg5As8fWoQ9oCnkkw3q9A8DuHWpxvn4oTcufjScdbyNmrhXobdMD0NWh9Tzs7Ft3+nJ6KA7OX4eDsL0vafz4JqcffPYZ0ew0a+wd/b60scheGfOwAK+E/lAmB7MfkNascun00ZYexeGakMA1ZalEVCdQP6EQrbnQONBrL4Hd5/FPvjaOzF+FhZybe0pthod4GF1gn4yzrDOhhfpkhVeIdRMi/TrQY3S1jQJr/VkRl5+WcT77PpUdFnw4l9D3gT7W/wj6RV0M7HhERERERUVF28TuWp6UOzXU1UMrb3ZSJvGLjNxERERENS15Cj+mAbjs/35mBY6JP5t3miMI9zqcDOY4fh2Z/jlaksFC23SDMvQLjcLF9Ai7GCRs8ziT4PRDmSfn4+4xLg2soLl9j1FDv6MnYRK1Fi8q/avp5PRXG9ybuF0YI7DFnV5jMK4sY3pbNMF0tDXwObo3f+fzNOQQrZBy+X3MHtlEfI4EGzNe74ufW8ViD8gRoPwioidYrr43fj+udkZFao4ZRUyah6VLDdRdaJ+E+ZxYurv0LDo8+V3Tscimt8RtQeFs2w57qnRIfb67UoNaaAILfV9pH+d7HUEtkYziiytIqmisaGFZ4Uu+MpTIRT0bPCvzYAx5ydi/5sc/qafhM9I2C2y+xjsd7MhkA8O3ct/D72FUlHwsAPpZx+B/rG+v2aepD2QhrpaXoHUIec3ZZ998rPAa/S1kMVkhQwW+pUKDTa0vsYEHdXWQ0MA1/9S20rOzFisvt47Bn5O2iYbOk1OFtCe/OFKPNQtkOp1o/qPQ0PCt1IRkFQWGZTMROhp972PhNVH5ezo3k+1w6K/JmkNNxFVGCS2v+hNm5K0I9LhERERERUV5W8Tt8ZhBDUx0juVR+w7uKg4iIiIhGLS/hTL+N3wPu13vh7gLh7p/YJ6ID3gO1QXtLtsACmWoU5B7MpEE93X+R3U/j92qD0LFJGGuRbIo/2Efk3ZaUOlxuH+t5bukyhwjSEsNqD0235WqjXOUxZDjgYb07Ds39Ajtm/4zds3/A2dYZZQt9A8CyigW/vX3vdKEVNzv7BzqHcjV+n5Q7Bzc6B6EbLUZN5X5au8NqbE+W+H3bYdx8X1jfApNgZRHDfD0z8P0CZj83V8g4xD20bnr1kC49+H2TcwA+KtBC/5CzG96QLdf9/ysypaRj3GAfjDNy38FJuXOwb/a3eELv4v6gITQieMTZreD2V/TW671fWOlxgYWXu1m4+bBCr7NB6fQR/K5kM3W1yaIWWtwD3cMhjJlFDGdY30OXFG6Dv8XZ3/P7ZBr5uBikspYOufNPMUF9tieiwrz8TM93x7ZpalmQ0zGyeaQDm2BN6MclIiIiIiLagJW/tGxAGn2N30TlxuA3EREREQ1LXsKZmcCCKArft87A2bnT8aLeFov1JDzszMSJuXNxo3NQQMeoDJO/z4GQVNJH47dJ27RJ8GK5jMfVzpG42PoqOqR13ddf01vi67nzsFg29Ty3cgeWPpbx8NKE+apsXZZ5LJZNfD0+h9pAG2cLeU1vjazBgoSgZUtofr/E/irudWYFNocecQ9+e22of9zZGY8PCrG+Ju7B73dlM0/HGKxQQDdoJTd++1y0MN/ZFc/oHX3to5Dr7MNgS/CnY0wW+NiowaNlCp4DwPs+Xn860Yqv587DM860dV/LSRS32Z/Fd6xvrdc6/YFsVDT4WcgLegf8S8/Cf/QMX8HQS+3j8a7e8OdQtzThu9aZ631tBbwtxtEBNip/FEDj9xPO9ABmUprVGIPlJS5mYvDbC2X0HqnU1+OgfSQTMC93Frrz/Cx9R0/GNfYXKjArGv54a91KWmq4YDAtsYrdZYJoNPEU/M5zx7YpkRVBTsfYxqqzIsclIiIiIiJaj0vjd1piDH5TKPgsIyIiIqJhyUs4M11CkLMQjQju1LNxZ252YPs09WtrDs6uvaPg9qed0kOIJgG3tAw0fvsIfhu0opu10vYFvf7kHIYbnEOwtVqBHmlCB9pKDgME+TzJJwFvLbovlaHx+yMZX7ZAedDiaMIDek8cGX0m1ONmS/gY7CCKs6wzcHj0uUDmEDdo/PYSWrzJ3g+/sL8MPeh742W9DbJSizpl5X2MFoW3tZ/gt/9AqQm7xEUIawYtGPHCkijucvbBpfbx6/19Bul5mYqvWefjqtorMVYlAtuv6Z0yfmYdj93Vu9gs0hHYsQHg6gJ3afBisWyKr1gXYgt7JZqRwSppLxDiV3hVb43PRl/1tH+vr9OFxNGEObmf4KvRR3Fw9AUAwIt6e1xvH4YVWL/he6WH4LIlUQQZTjS5g8e7elNsF/m44PaXZNvA5uOdwj3OZ3B6zb2eH5kvpESFpRFDMzJFxwyHxu8Bz8tUHJm7GGdG/4ndIu8igQY8p6fiSvtoJAP6Piei4Jg2frPtmygcGQ+L/YfTHRNiyq70FIiIiIiIiFwbvzOIobmekVwqPz7LiIiIyJMdNm7B2yt7Kz0NGgW8NH6nh1EQxY+n9HScjcLB7+f01JL3bRT87r/QbhIUK2S1jHEdU4+c65jl8klwzkEUi2RyyXMaEFwzfH5Jj02Yi2UTrJCxmBRQa1VaYjjHmle2sGo5XGCdjC3USuwaeT+0Y5qGY4eyUYO4NKJVFV/Jb8Kk8dv0Avv19qG4xD5hg6+nUI87nNk4vubRvI97Vk/DyiEBVS/CCn73GITk8+kweC0acI51Gp50pqNZpdElLVjrsy3cxDN6J+yevQbbqo/w5eh8nFjzkO99mjZYd2AMjsldhFNr7sdBkRdRoxxMVv5vm/6gs7vvfQxYZhAQG/xzwlQiwMbiOJpxtXMkrnaOLDpuhYfgt1OG1+87nb1xTPSpgtt/Yp+Iv9Rehvo8i0RyEsV9Ad7toBS/sudimlqK2dHXPD2Ojd/epKXOdc3BcHu/vUw2xrn2vEpPg4gMLNVmjd9+PocSkTlPjd95Ppe+oydj+8hHvudxQu58HBN9AkcZLgaPIf+iZiIiIiIiolCZBL/Z+E0hqJ5EABEREZEPrVxVWXW8hDNHSjPYyzIFjzm75N22XMbiFmf/kvdtEqQfCEl5DTAPtlrcG7/HqbjrmBUlBPrclLup0mtQQRDB9fZhgRx7gd4BR+V+imd16a3wlZBAI+bmLsI3c9/FTfZ+uME+GCflzsEqD6Fdr7wsKhlqrbQEMgeTMLNpaLHY98pV9lF4T2+ywddXSjt+Yn/daP+FhBH8jkujcUPkUGvEPLw9EIJ/TyaHEvoeoBHBO7I5HtLBBKa9PLdXox2X2l/FvrnfYu/slbjBPtjXsec7u+IVCf4uBsWUEuwNqvHbCy+N3+UIft9oH4Sc5G/Of9SZgWf1NMyzvr/BGFsiONeaF8jCKz9s1ODr1nk4JXc2brL3w7+cPY0elx0h7w3DYvIeJuWhHZSIaLClMsloXJqvM0Sh8HIOLV/wO4gFdlfbR+BJvbOnz20xsPGbiIiIiIiGAat4QVRa6hj8plDwWUZERESjwtzdN6v0FMgjL7eTLXeTc1gEEZxpfQe/wHU4LLIAUSUAgIV6G/zQ+gY6UHoY1hKD4Lf0Xbzz0+i4yiD4PRbuwe/lMr7kORSSlvKGwJIl/L3d6ByIqZEPMCf6hKfHvaU3RyMyeFW2xp3OPnhM7wrXqs5hykIN/q33wr/1Xuu+1i3NmKi6y3K8nJR+q+pOtGIrrPI9h7g0uo7JGs6z2PfrCozDkbmL8Z2auzAzsgitSOFJPR03OJ/zHdxeIWNhSwQ1SvvaTzEPOrvDQf7Aqpu1aDUa95GMD629vJBeg+eDiVLb7AHgYx+vue/oyb4XEpSilJ9VCQk/+J1AI3qlAS2qeAsIgJKf78W8JNvi29a3cXntH9E6aA6POzvjLOsMAAqP610wO/s7HBd9DBNVJ7rQgpudAyr+vTFAEMGjejc8qncDANylfoyZkfeKPoaN396YfD+l2cRLVe5lPQW7RhYX3P5n+3MhzmZ0WYNWJKQezSpTdFy5F+oSUZ+0h8X+mTznURTE9xwGPhO/pLcF8G+jx9Qy+E1ERERERMOBS+N3mo3fFBI+y4iIiGhUmNweftCH/Ml6eKta7kBvmJJowLet7+DnWINJai2SaMDbshnCCPXG0dg/h9KDPSZNzSbht7UIpll5MC8LBK6wj8Z7ehNMUmvxw9qbjR6TKqEpPYsYfmDNw2t6K/xv7V+NHmNLBIfmfo5qDXqbMGnELpWXRSVDdQbU+B03+POZttW6NbAm0YCf28cb7csLB1GsxFhMxprA9w30LW64yEeYOIsYklKHJpUtOm6BnopKfy/1BtRCnTNY4FNIqcHvC62TcJuzr6/QealK+dlficZvoK/1u0V97DrOLtON+R7Ue+Lx7C44IPISamFjqWyMl4c0tK/EOFzhHFOW4wftab2Ta/C7DYmQZjMymLR5M5BJ1e5e51NFg9/PVNmdc6qLwlLZGDuppUVH+VmATETm/DZ+RwIIfg985n9c74y10oJxqtf1MTFYvo9LRERERETkm1vjN+rQxOA3haA8V5SIiIiIhhmlRm5AcqQybbsFRuYF4uUYjxdle7wtmyOIUOIatCHpEur5p/MZAKUFmAesgnvj95/sQ13HSBk+qphe3HzS2Qm/tefgXv1pdKPZeP+lB6IU7nNmGY/uRSMqHVQtN5NG7FL5Cah2ilmLtJsecQ9+m7bVerloH7RytAH/29kDF1on4cjcxUj6DOm6hb4B4Dk91dcxgpAIrPG79BOJK2Sc58c84szAjc5BFQl9A6X97PezsMkPk0VRQHkavwdkUIf79SzcrffeIPRdbUzCmU0o3ipL6zP5WWISDicazv7pfAbLZWzeba/qrfCknh7yjEaXpTLRdQxfZ4jC4eXcRb4FyUEEv+P9n4kTaMRpue+7nq8CgJhi4zcREREREQ0DLo3fGcTQUs/gN5Ufg99ERERENCx5CZJVMvhYLRxE8YLeoeD21TIGb8oWAICEj2DcanEPfvfdyrewm+39Sj5+MaZBgsHPPS8LEPwECr200CZk5N/BoJyN337CsZ0BNdGbNH6bzrOSC18+1MEGv//l7IlvWmeFGiZ+Vk8L5TjFBNb47ePvrJTG71SFQtQDTBdHrBsvtbArdOO7DpgGv3mazsRCl/cRALBQ3MfQJ0x+llT6e57IrzVowym5c/C23my9rz+np2Je7vvGd1uh0iyVjV3H8M4CROHIeFhkka/xW0H7nsPgz/wvyvbYO3uF62NiYPCbiIiIiIiGAat46Uha6tDMxm8KAZ9lRERERDQseQmwZYQX6U1cah+P3SPvoFlt+IH0IutrGGiRXlmgCc9NtzQZBSZekm3wlt4cUyMfbLDNlghudz5b0vHdmAZkBwduvQRA/DSlZ1ELWyKoUe4XUE1a1atd3KARu1T+Gr+DCX6bNH6btrqnK9iMGHTjd3fA/+73OXvhC9EFRceUo7XcqyxqkZMoYsrxtR/Lxyme1RiDD/UEbBbpMH5MpUPKXp/7QQXsS9Fh2Phtl7HxeyTJIobHnF2wb/SVgmNe0VNCnFH1M3kPw0AmjQRvyRb4XO4X2EO9g1aVxCppx+uydaWnNSosM2j8JqJweGr8zrMYPoj7jw29y1cXWtEhbZigego+JgYrgCMTERERERH5I1aq6OeiNGJoYvCbQsAqISIiIiIalvK1ChWSYRDFyCKZjK/lzseCQc3fi/Sm+HbuW/iXnrXuawk0bnARzsQqg7ZvoC94e5p1FhbrSet/XaI4x5qHhbKd52ObMG2HHRwM9tIO7afxG1DGj18mG/k4TnUwacQuVVZ8NH5LayBz8NOqP1Qlg3hBh6Z70Bzo/l7XWxXdfrs9G8HEFvxS6IX319yh/LTZAwp36X08PUJXOvjtsZm1kndL6JA2o3GO8DSdqavtIwpui0vDsGjzryYmP0squdCIKFgKL8gOeFTvxtB3iJZo98bvYoFPIgqOp+B3nnNzkYAbv4sdazA2fhMRERER0bBgpYtuziCG5noGv6n8qv5Zpg5ZjDgAACAASURBVJR6CMABAB4B8DCAa0UkXtlZEREREZFfOQ/hTK/hr9FsoWyH43I/RiuSqIWNTrRA8oT3PpbxaFUbNnIXYxr8BoAPZSIOzl2Gz0VewOZqNTKoxT3Op7EWZuG4Upg2cg9+7nlZgOA3EJVAA9qQch23zCA0Ue3MGrFL46fxey2CafzO9z1XKtMm+3IIPPgd8L/7/XovnI9b8m7TonCd8/lAj+dHQhowTvX62kcuTxufF7+3j8I0tRQHRRcajddS2dC81+d+ko3fI8rzMhV/tD+PeTX3r/f1jNTiG7kfIBHAYorRxOT7iY3fROTHMnH/DDMRXSHMhIi83DUv3wL6CMT3HPKVDVgSLbout5bBbyIiIiIiqjQRwCp+LTcjdWhm4zeFoKqfZUqpUwEc2P+/B/b/+qVSaiGAawDczhA4ERERUXUyDWdaEoVd3W9rK8KtUfljGYep8Bb87oBZsG2AgyjuH9Q0Xm6mCwQGP/fy3da4EH+N30BS6o3Kh5eOgtuklzP47SXMP1SXBBP8DlIlG1g/kvGB7q874MbvD2UizrVOxS9qrkdErR9OuMI+Gu/KZoEez48gGr+zPn8W2qjBPOv72Nd5GUdFn8YR0WeLjn9A7+HreH6Z3sVhgN/XaD86DBc1VbpFvdr83D4eT+qdcVhkATZVa/CqbI27nH2wRCa5P5jWkzYIgDH4TUR+mPws5N0aiMKR8vC+ON+5ORVE8DvPOSm384AxZfk+LhERERERkS921vUzURoxBr8pFNX+LOvs/33gO2ogJrEbgGsBXKuUegTA7QBuYwiciIiIqHqYhjPZ9l0ey0sIdL6th0+IMh/TdtgcBjd+mz+//AaiEoZttMtGQfA7XsamVn+N360BziQYlQzircTYQPfXLcEGvwHgNmc/LNMb46joU9gh8iHel43xD2cfPKWnB34sP0y//4uxAjjFoxHBfD0T8/VMbKY6MCPyXv5jSRTP66m+j+eH10UPCamGxm8Gv716Sk8fdt/P1cjkPVIlFxoR0Uig8KLeFrtFFhUc8azeMcT5EI1exoviJZp3YaLf4HdC6uHkudON2+eZGBxfxyUiIiIiIvLNpe0b6DvXyuA3haGqn2UicqdS6nwA5wPr6gWHhsAHmsD/2B8Cv0ZE/hHuTImIiIjIK9NwpmmYl7xZLuM8P+YRvVsZZhKcLGqhRW3Q/DvU+sFvD43f4q9N1jSUuNTgNunVrlyN38v0Rr4adTtl+AW/vbYeBynfxXo/elzuRFCqBTIVC+zKhpTd9Oa51blXQQS/B/ubfRBmxPIHv+92PhNIS7kfXhd+VbTxW8wav4P+niIyJQa3HGHjNxH5dY/z6YLB75xE8QyD30ShSBku5iq0ED7iM/hd6HNfzjX4zcZvIiIiIiKqMCvtOiQtbPymcFR9lZCIXCYiYwHMBXAH+gLfA1crBofAFfoC4HcopRyl1K1KqaNDnzARERERGXG74DNgNIRgK8Fr4/eLelsskUllmk1QlFFQcPCiAy/Bb7+LEExCiT3SiB4E34o83OS77XMQnvTZCjscQ29enqPlcI/zqcD2Va7AfzWIB9D4HYUOYCaf+IfeB7+25iAn64eRH3Zm4gL7lECPVQqvr7l+F+f40Y1mWOIe6mbjN1WOe4ArVcHFE0Q0Mtzq7IsFeoe8235sn4Q1MFsoRUT+ZAzfRxf6rBnx+bkjXmDRq1sBBIPfRERERERUcQbB7wzq0MTgN4VgxDzLROROAHcCgFLqGADHAZgzeEj/7wOh8DkA5iilgL7A+K0iclc4syUiIiIiN1kxCzMWunBM/nzssfH7LmefMs0kWGnUoQnZomNyMqjx2/B5CPhvk00aBD9Hy0KHcgSAl+iJuMw+zude3BtRw1fZOd3pzMYR0WcD2Ve3jPxFDYWYNv4XE4MdwEzW93vnaNzm7IsDowtRAwcv6m3xumwd+HFKkRFvjd+VDK0KIliDNkxCZ9FxbPymSjH5STL4/RERUSkyqMNJuXNxes09+GLkadSrLJbJxvg/+0j8R8+o9PSIRg3TBc2F7i7ldhc1N4UWeru916iF4+u4REREREREvlkp1yF2tB6xGpa8UPmNyDP2Q0LgcwCchr6273VD+n/PFwK/HcC1IjI/nNkSERERUT5uTT8DnuXtoMvCS+N3VmpxrzOrjLMJTqELl4OV2vid8tkmmzB4/DKZ6OsY1aLQrZ9Ldb19KP5oH474MGhLf0NvUekpBOpxvQt+ax2Ds2rv9L2v7mHw71MpvcjfeudFuRrwVmEs/u4c6D4wZCav54MlK9zYv0ZaMUm5Bb95MpiIiEa2FOrxG/tY/AbHVnoqRKOWgyiyUoM6VXzhqJeF8F7ECyz0drvzX0yx8ZuIiIiIiCrMzrgOicb8X+8hMjHiryiJyB0icjCAdgDzADyCvsC3Ql8AfHAIXAGYC+BhpdRapdQflFL7V2DaRERERKNe1nCN4kK9bZlnMjqtQjtsMfu48IieMSwCtSZS4h78G3yxMeshWOi/8dv98UtHSfDbtIHMxFm5b+IS+wR0YExg+/Tjr87BlZ5C4K5wjsER2YvxgLNHyfvISTTQf/dqM1wbv4eztMfnSzKAv2M/OsT9NcgRNn5TZawwuNNLwuDOJERERFQdvC6KHywC7evY8QKLXt0KIMq10JWIiIiIiMiYQeN3tI7BbwrHiA9+DxCRHhG5blAI/HQAL6FwCLwdfU3hAyHwq5VSu1Zg6kRERESjkkng9i29uadgLpnTiGAlxhqNfdBH2DNsJkFBa73gt3nDVdrnc1HW3ZCosA9GSfAbBn8XpoZTUM0RhcedXSo9jbJ4Vabgu9aZJT++r+U9uH/3ahNE4/eHMiGAmVQPC1HjBUqA/8U5fpkEv+3Rc5qOhpkn9XQ4Uvg1uFuasEgmhzgjIiIiKqeUwXvjQudDIusupZamp0Djt+XW+A3H13GJiIiIiIh8s9KuQ2oY/KaQjMorSv0h8GtFZHf0BbzPh3sIfB6AFxkCJyIiIgqHYxDmepFt32X1sYx3HeOIwuO6eoKsJq1Wgy9uOobBwpTUQXx+vBqLuOuYpXq0BL+DE0Sg1qsnnOl5v36R/XWsMlxQUY38LMTpkeq4a0C59AbQRv1YFb0WB0N5av02ueNDOXWgzXWMAzZ+U2XE0YTn9LSC2x/VM6BH52lkIiKiESkt3s6NDOY3+F2w8Vvcgt9s/CYiIiIiogozaPyO1TP4TeEY9Wfs+0Pgl/kIgf+MIXAiIiKi4HWixXXMffpTIcxk9Fol7a5jXpTt0IPqCWyaBP+GXmw0af1OeggfFrJMNg5kzGhys72f65jugAPFl1jHF93+vN4ep1tn4ZfWl7BUT0SHtOFFvS3m5c7C/3MO9nSsX1hfKrr9XmeWp/2F4S29WUmP666i15Fy8LtAYYHeAV1oDWg21cNkMc+Aamj8dniajirobOt0rMrzPH1Pb4L/tb5egRkRERFRuZgsoMxK/nMhqkyN3zmXcy+1sH0dl4iIiIiIyDeXxu+0xNBUz7uVUzh4RWmQISHwKegLgS9B8RD4eegLgS/qD4FvGfrEiYiIiEagxbIJOqRwiG2ltOO/ersQZzT6dBkEZuc7M0KYSXDcLiTmG2PymJT4DxS6PZ+7pNmoMXY0ucI+GtkirWDd0oR3ZXKgx3RrVV6gpyKFevzBOQL75n6LPbJ/wDG5/8WDeg/Px3pa71R0+xN6Z8/7LLfHdGnrorsLXPwfLUwbv1/WUzb42moZg+/mzgx6SlXBpKlwQBL+W9X96BD312+GWaiSVmIcPpf9BX5nH40Fegcs0DvgUusrOCr3U8Qxul+jiYiIRhqT4HehRZZ+g9/xgsFvl8ZvxffKRERERERUYW7Bb8TQXFf8sw1RUBj8LkBElvSHwLdBXwj8cuQPgQ/8/xT0hcAX94fAz2YInIiIiKh0gghucg4ouP0K+2jYLheFyJ93xb25d76uruC3bfARaOjFRpPG71QATbKvyBTEpXDr7/3OXuj76DE6vKs3Lbq9VxqwEuNwlX1UwTG3OPtDB/yx9z3ZFPc4+e82sFzG4q/2IYEd6zXZGn+1D8q77RlnGv7h7B3YsYJytX0k3tHew/Y9ozxUmDBo/F4tY3Bc7kc4zzoV/3F2wXxnV1xuHYsDs5djJcaFMMvhxySwMsDkjg/lZNL43a56Q5gJUWFdaMXv7Dk4LvdjHJf7Ma5zvmD0+kRERETVxeS9caFzIRFoX8cu9NnPNfgNy9dxiYiIiIiIfLNSRTenUYcmBr8pJAx+G+gPgZ/XHwLfDcBl+CQEDuQPgV+GvhD4C0qpHzAETkREROTdb+05uNE+AFo+CbvaEsEV9tG4zdm3chMbJV50aaD+QE8IvE253BxEXcdYQ4PfBW5vPFjKQ/iwEBs1ONc6Le+2j2Q8rraP9H2ManKHM7vo9r84fQHrq5yjcJO93wbb73Y+jcvs48owM4UfWKfj7/YByAx6bjzrTMOJufOwJuBW9ovtE/Az68tY3R8aTUg9rrU/j9Ot7w3LxS+9aMRXcz/En+3PoUuajcO2PQZ3GBjJTBq/P5LxyCKGW539cJJ1Hk62zsX/OUeN6ibedIEWwnySASzQ8cPkjg3tKhHCTIiIiIhotCvU5j1YtsCYiO/G7/yLyoaeixmKd8chIiIiIqKKc2n8zkgMLfXD79odjUx8pnkkIi8BeAnA+UqpGQC+BOBUAAPVTQNnPAbSSbsBmAngl0qphQBuAXCdiMTDmzURERFRtVK40D4FV9tHYv/oS+iRJrwhW+J92aTSExsV3pbN8abeAtMiy/Ju/73zRVRbA7Vj1Pi9ftDbpPE7KcEECh/Qe+LE3Dk4q+ZOTFXLIIjgPr0XfmvPwXKMD+QY1eIhvTt+ILchppwNtjmi8ICzJ4C+uwP80D4Vf3YOxezIa4hA4yk9HW/L5mWbWw61uMA+BZfbx2ITtRZJ1GOZbFyWY9mowbXO4bjO+TwiEAhU4C3mQevAGPzU/hp+an8NAPCr2mswJ/pE0cd0j/bgt0Gj7kPO7iHMpLpkPCy6ScI9XF9OJo3f48BTRURERERUfiaL1wstglc+g98FG79dFt3HGPwmIiIiIqJKM2j8bmbjN4WEzzQfBoXAz+sPgZ8OYC7cQ+CX9YfArwFwO0PgRERERMUtx3jc6BxU6WmMSqdb38NNsUsxWa1Z7+v/cD7j2sg8HJkEZnMypPHbIPidCrBJ9jE9A4/lZgAAFDRkmId8y2WpTML51qn4TeyaDbb9xD4Rb8qW633tPZmM95xwG+i70YJuaQnlWIIINozAV4f39CZwK9vvrXAot9LiaMIHegI2j3QUHPOA3iPEGVWHtHho/DZsny8Xk8bxBpULYSZERERENNqZ3Jmp0LkQv8HvuBQIfrtcsq5Tlq/jEhERERER+WZlim5OI4YmBr8pJHymBaQ/BD4PwDyl1AHoC4Afi+Ih8GsBXKuUegTA7QBuYwiciIiIiIaTD2Qijshegi9En8WnIm9itYzBU3o6HtbV2Txri0v6FBte3Cx0e+PBkh5aZ70YraHvAXfp2Xg9uxW+Hn0I41UPuqQZ/885GG8MCX3T8LZEJrmOaUbx2+ONBvfpT+GMyD15tz3jTMNSg7/H0Sbt4bU3yAU6pamuO2QQERER0chlcuecTIFzIZEyNX5bLpesa9n4TURERERElebS+J2RGFoY/KaQ8JlWBiLyKIBHAZzeHwI/HcAxg4f0/z5w1e/A/l9/7A+BXyMi/whrvkRERERExXSiFX9zDsHfnEMqPRXfHJPG76HBb5fbDQNAusJNsiPZu7IZLrBPqfQ0yIf3ZBPXMa/JViHMZHj7rT0HM9R7+FT0zfW+vkxvhHOseRWa1fCWNliYAwC2RIzu3lBpz+mplZ4CEREREY0CKYPgd6FzIX6D34WO7fZ+PcbgNxERERERVZjOpYpeac6gjo3fFBo+08psUAgcSqljABwHYM7gIf2/rxcCV0oBwB0AbhWRu8KZLRERERHRyGYW/F7/Y5JJWDBZ8SZZouFriUzCGmnFeFX4BldvaAa/LdTgeOuHONx5BvtHX0YjsnhGT8M/nL3RjZZKT29Yyhguuul7ja584/YN9sE4seahgtvvc2aFOBsiIiIiGq1MFq8XOhcSgfZ59Pzvy4eeixmKjd9ERERERFRpTrZ48DuNGNrqGcelcIzu+4aHTETuFJFjRSQCYC76gt0Kn5zlGBwCV+gLiN+ulHKUUrcqpY4OfdJERERERCOIjajrGEu8B79TwuA3USEaEdzl7FNw+wK9AzowJsQZDV8aEfxT743vWt/CqdbZ+ItzKEPfRZg2fg+XxTn3Fwl2Z6QWj+udQ5wNEREREY1WaZPG7wLnQsq1nHLouZihYrDKdGQiIiIiIiIzTi5ZdHta6tBc534tmigIDH5XyJAQ+LEAHoF5CPwWpdT+oU+aiIiIiKjKaYOPQGrIbYvZ+E3k32/tY7BA77DB11fJGHw3d2YFZkQjgUlgBRg+i3NekB3wK2tu3m0XWKfgQ5kY8oyIiIiIaDQyWUCZLTBG+W78zi/ncu4lphxAl+fYREREREREJnQuXXR7GjE017lfVyYKArvlhwERuQPAHUqpNvSFwOcCOHBg86ChA6HwuQDmKqW6AdwG4HYRmR/WfImIiIiIqtXzenucgn8XHdODpvX+PyvuF0RTDH4TFZVGPb6WOx+HR5/FIZH/QgC8rKfgb87BSKCx0tOjKpU2eH0GhtfinKuco7BQtsWXo/PRhiRWox3X2YfhHdm80lMjIiIiolEiJQaN35I/rBAZsljeixvtAwpuy5lcstYWEDFb/ElERERERBS4XKro5gzq0FzPOC6Fg8+0YUREegBcB+C6/hD4cQBOAzBzYMig4QpAe//20/pD4LcCuFZEXg5v1kRERERE1eMJvTNyEu1risrjDb3FBiFUk4uPJhdNiUa7LGK4w/ks7nA+W+mp0AiRMWz8Tg6Txu8+Cs/onfCM3qnSEyEiIiKiUcrkfXSheLef4Pe/9F4Ft1kml6ztLFDD8y9ERERERFQhlkvjt8TQHGMcl8Lhfp9zqggR6RGRa0Vkd/QFvM8H8BL6At8KfedcBs6uDITA5wF4USm1Vin1M6XUrhWYOhERERHRsJVGPe5y9im4/SZnw/YpWXfjncJShuFDIiIKjskt6oHh1fhNRERERFRpjsHl4YjKH/Au9PUBdzl7w5ENz6P8zj666OLHLAxuh+7k3McQERERERGVibJdgt+IoakuGtJsaLTjEoMq0N8EfhmAy5RSWwGYg7428GJN4OcBOK+/CfyPAG5jEzgREREREfBj+yRspLqxf/STt8eOKFzvHIa/5wl+1yB/O/hgDBUSEYUvbXi3hRRfo4mIiIiI1jEKfkPn+ap72/fDzm640v4iTow+iE3VWvSiAX+3D8CLsn3Rx1liEI5g8JuIiIiIiCoo4hL8dqJ1qImyh5nCweB3lRGRJQAuB3B5fwh8LoDTAGw9MKT/94Hl9IND4O8DuB3AtSKyNLRJExERERENIznU4mTrXMywF2H3yDvQiOARPRPLZOO846N5L3auLyUMFRIRhc248dswIE5ERERENBqY3Nkskifkne9r+fa9VCbhIvtET3PKmTR+21lP+yQiIiIiIgpSxMkU3S41jSHNhAgGS7pp2BKRJSJymYhsA2AK+gLhS/BJ6Fv6f6n+X1PQFwJfrJRapJQ6Wym1ZegTJyKiqrbv9htVegpERIF4SbbFdc4X8CfnsIKhbwCoUe6N3ykwVEhEFLasafAbDWWeCRERERFR9YiLexihS5o3+Fr+FvD1mYTK8zEKfjtWSfsmIiIiIiLyTQS1unjwG7W8FkHhYfB7hOgPgZ/XHwLfDX0h8B4UD4Ffhr4Q+Av9IfDWCkydiIiqzJzdJld6CkREoYrCPfidBBu/iYjCljZs8k7xNZqIiIiIaJ3XZGukiryXtiWCp/VOG3zdJNKtSwx+W4i6D3LY+E1ERERERBViu4S+ASDGxm8KD4PfI5CIvNQfAh+LvhD4dSgeAt8NfSHwrv4Q+CkMgRMRUSFTJjRVegpERKGqMWi0SglDhUREYUubNn4bBsSJiIiIiEYDCzV4Qu9ccPt/ZXsksGFgwaTxu9Tgd9ak8dvOlbRvIiIiIiIi36y065BIjI3fFB4Gv0e4/hD4PI8h8GvBEDgRERWgVGkn74mIqpXJhU02fhMRhS8Ns0B3EjzZSkREREQ02IXWyfhIxm/w9bXSgh9Yp+d9jIK47ldKDH7nxCD47TD4TUREREREFWKlXIdEYyxRpPAw+D2KDAmBH4S+gLdpCPxBpdQ3GAInIiIiotHmfmeW6xijZioiIgqUeeM3F+cQEREREQ22Bm04KnsxrrKPxFt6c7ylN8f19qH4fPZn+Egm5H1MxCD4XWrjt4Wo+yAnW9K+iYiIiIiIfDNo/K6p2/DOSUTlUlPpCVBliMijAB4FcLpS6gAApwM4ZvCQ/t8HztAc2P/rj0qpRwBcIyL/CGu+RERERESV8rTeEVoUIir/Bc7HnZ2BEi9sEhFR6TJi1vidMmwGJyIiIiIaTdagDb+yj8OvcJzReLPG79I6x3ImC+ptNn4TEREREVGFGDR+19Sz8ZvCw8Zvgog8KiJzRSQCYC6AO/BJ6zewfghcoS8AfodSylFK3aqUOjr0SRMRERERhaQbLbhL75N3mxaFG5xDQp4REREBHhq/wcZvIiIiIiK/ytn4bRT8dhj8JiIiIiKiCjFo/K5l8JtCxOA3rUdE7hSRY/tD4McCeATFQ+BzANzeHwK/RSm1f+iTJiIiIiIqswusk/FvZ4/1vpaQevzYPhH/0TMqNCsiotEtYxr8loYyz4SIiIiIaORT0K5jpMTgt4Wo+yAnW9K+iYiIiIiIfDNo/K5vYPCbwlNT6QnQ8CUid6Cv/RtKqTkATkNf2/e6If2/D5zFmQtgrlIKAG4HcK2IzA9ntkRERERE5ZNFDN+0zsJUexmmqWVwEMF8vSviaK701IiIRi3HJBwCNn4TEREREQWhnI3fgEJWalCn7MJDbDZ+ExERERFRsCzbRiLejUTPWmTiXcgmOpFNdsFOdcNJ9UAyPVDZOKav+TdaXPYVa+B1YwoPg99kZCAErpRqQ18T+Fx8EgIffKZnaAi8G8BtAG5nCJyIiIiIqt1bsgXeki0qPQ0iIvIgJXWVngIRERERUdVTBsHvUhu/AcBCDepQJPjtMPhNRERERESf0FqQTKeQ6OlEKt6JTKIL2d5O2Klu2KluSLoHko0jkokjmutBrZ1And2LOieJRp1AsyTRjDTalaA9gPk0sPGbQsTgN3kiIj0ArgNwXX8I/Dj0NYHPHBgyaLgC0N6//bT+EPjPROTXIU6ZiIiIiIiIiEYxNn4TEREREfln1PgtkZL3n3O7bM3gNxERERHRiJLJ2ejt7UEyvhbpeBeyiS5YiS5YqW7odDd0Jo5IpgfRXBxRqxcxuxd1dgINOoEmSaJZUmhROdcm7oJKX7e6gZTUobm+NrgdErlg8JtK1h8CvxbAtf0h8HnoawMvFgK/TCl1kIh8LtTJEhEREREREdGolERDpadARERERFT1TILf7iMKy8ElJMHgNxERERHRsGE7Gol0BsmeTiTincj2diGX7EQu2QMn1QWdjkNleqBycURzccSsXsScBOqdBBp1Ek2SRAtSmKA0JpQ6iQCD236lEUNzPaO4FB4+2ygQ/SHwy9AX7N4KwFz0NX1vPTCk/3cF4KDwZ0hEREREREREo5HF019ERERERL4pk8ZvH8kLS2qKBzfsbMn7JiIiIiKiT4gIUlkbvYleJOOdyPR2ItPbhVyyC3aqG066B0j3ANm+0HZtLo5aO4F6pxf1OokmnUQLkhijshhT6iSGUWg7CGnUobmO1yIoPHy2UeBEZAmKh8Avr9TciIiIiIiIiIiIiIiIiMgbs+B3pOT959wuW7Pxm4iIiIgIAJCzNXrTWSTiXUjF1yLT241cohNWsht2uhuS7oFk4ohke1BjxVFrJVBn96JOJ9GkE2iSFFqQxMbKKW0CIyy0HYSMxBj8plDx2UZlNSQE3gZgbP/XiIiIiIiIiIiIiIiIiKgKRAyC3+IjAZJDbfEBDH4TERERUbVzbOhMHMnetUh3roC1dim6Y5OQzAlyyW7YqW7odDckE4fK9iCS7UWNFe8LbTsJNDgJNPaHtsepNMaVOg8GtwOXRD0m1rt8piEKEIPfFBoR6QHQU+l5EBEREREREREREREREZG5CLTrGH/Bb5fL1na25H0TEREREQVB7BwyvV1IxTuR6u1EprcTuWQX7GQXnFQPkOkGsnFEsnHU5OKI2b2o7w9sN0kCjcggAqCl/xcAbOp1EgxtD0uLarbFzq11lZ4GjSIMfhMRERERERERERERERERUUFKuTd+63IGv9n4TUREREQ+2dk0Ej1rkYp3It3bhUyiE1aia13TNjI9iGTjiOTiqLV6EbN70eAk0KATaJYkGpBFA4AGoPS2baoKjij0qiakVDMUNCbJ6oJjtShktjsSSjGVT+Fh8JuIiIiIiIiIiKpSjzSiTaUqPQ0iIiIiohFPoczBb3G5LTqD30RERESjmmiNZCqJRM9apON9bdvZRCfsVA/sVBck3QNk4ojkelDTH9yus/tC2439we16ZWEMgDGV/sNQ2aURQxJNSEWakIk2I1fTAqu2BU6sBTrWCtS3IdLQhmjjGNQ2jUFdczvqm8eisXUsmtrGor6xFWOUWvdcEa3x5r2/w5SXfo56fPLZRIvCzWNOwbFzvlyZPyiNWgx+ExER0ah02PSN8a/XVlZ6GkRERETkw+/tL+LC2r8X3P4n+9AQZ0NERERENHJFDILfgkjJ+7fcLlvbDH4TERERVbOsZSPeG0eqZy3SvV3I9nYil+yCneyCTvdAZ3oQGQhuW72IWb2od3rRqBNolBSaJYlmaFCA0wAAIABJREFUZaO51AmwjLlqaFFIqgYkVTMy0U+C23Z/aFvqWqEa2hBtaEdNUxtiTe2ob25HfUtfaLuxZSwaauvQEOCcVCSCHY/8PtKzj8ebD/0fele8B7u2GXrGCfjKp/Zm2zeFjsFvIiIiGpV+fvTODH4TERERVbn/6F3xP3ITogVuO/+InhnyjIiIiIiIRiaz4Hfpcm6Xrdn4TURERFQxjhYk0hZ6411I9fYFt3OJLliJLtipbuh0N1S2B5FsHJFcL2qtOOrsXtQ7CTTqJJoliRYkMUHp0ifBXG3VsFCDXjQh3d+2na1phlXbCifWCqlrAerGQDW0oqZxDGqb2vvatlva0dgf3K5taENLJIKWSv9B8mhon4hpx/200tMgYvCbiIiIvNt9i3b8d1lXpafhS1tDLX55zHScd+drlZ4KEREREZVosWyKi+0TcFHt3zbY9gf7cDyrd6zArIiIiIiIRp4I3EM62kfjt3vwO1vyvomIiIhGLRFILolMohPJnk6k453IJLqAzsVoXPUi6hIfoatuMj5omApkexDNxlFjDQS3k2jQvWjUfaHtFqTQVqCAwxVD21UliXqkVDPS0SZkh7Zt17dB1bci0tCOmsY2xAaFthtbx6G+eQxqaxswlg3YRGU1IoPfSqktRWRppedBREQ0Un3vwO3w1T8tqPQ0fDtuj81x6wsfYuEH3ZWeChERERGV6AbnELwtm+OU6L8xQXUhLk3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joJ6ZiJTSeUS8K/+s6/4AADylnhnGizYvKrcvfhPVQraDaprS8Wo9OH4REcLfABwb9cyE5JzfRlWDtO2+uez+naM6t3MWEW9zzi90+QbghKhnNjvVzIn5UEPwG4BTtMstTuBQ/9ny+CJ0+wZgf+oZNlne/vf1jrf1A4Ax+F11euo6fv+58t8fo5ofnSxkKxdAX28Yy29dbB+Ak6aeYasS2P5nROwT3H6dc96lazgA7Es9M31DZk7Mh5kQ/AaA/v3Z/BKOUbkd37buUT8JZAEwI+qZiSu3A76MiIec84exxwMAE6SemYGVcynXXZ43KfXRw9rDF2V/ADAX6pmZyTkvcs5XsXso6zaldNv8MgCYHfXMDk4gc2I+7EnwG4BjNZdbfril7JEqtwt+t+XpDznnT0OOB4BZUs/QSqk7fi7//GnMsQDAGvUMq2qP88q5lIfSIbNrmwJX71JKFz3sC4DjoZ7hYKV798sdv+wmpfRFrQJAB9QzM9Rj5sR8OAKC3wAA/fh5y+OPOef12wsDABziXVQnwN7nnNc7WQIATEXThcWb8nfXtymOiIgSJn/c8NTHPvYHALCUUrqJiN/2+NLziPjsLiUAcJJkTthK8BsAoGMppcuIeLXhqUVEXA08HADgiJWuTzcRscg59xKSAgAYyH+iunjZR7fvpU3dsM5TSpvO4wAAHCSldJlS+hwRt1Et2r+PqvP3y9i8IG2bdymlu9L5EwA4cjInNBH8BgDoUDnptq1T1L9zzrucyAMAaLKsO65HHQUAwGEuowpD3fa8n23b/0/P+wUATkhK6Syl9DEi7iLiIqqQ98uc81XO+aH8eRER73fY7GVE/FGCYADAkZI5oQ3BbwCAbv0c1YXKddc554ehBwMAHK9ym9/ziPjUc2dMAIChbOrI3ZlycXSx4akLISoAoAvlTiJ/xNcunR9yzi82XSMqd2/bpfv3WUTcpZT6XiwHAIxH5oRGgt8AnKKhb4P2Xc1zmy40MVMppZvYfLud1znnXi9cAnBy1DMnLqV0HhHvyj9/GnMsALAn9QzrHgfqWvX7lsffDrBvAI6LeoYnSiD7Y3ydG1c559d1X7PS/fvDDru6SSl9Lh1BAeAQ6pkJmUDmxHyYCcFvAIAOpJQuYvPtgl/nnHc5WQcA0May7nidc3byCwCYgz8bnh/qDibbwuU6fgMAe0kpnaWU7iLipjy0iIgXu9yhrQTEr6J9yOkiIj6X5gAAwMzJnLALwW8AjlXThSToTOmo8NuGpxTgABxCPcNGpePDZUQ8qDUAmDj1DLv4MtB+Pm97olxkBYBV6hlqlWtEn+PrIrJFRPxznzuZlKD4PyOibUfP84i40/kbgAbqmYkbOHNiPhwBwW8AGJeC6jj8Fs9veXMtiAXAiVDPDKic/HtX/vnTmGMBgCOinhlGU/fKh0FGUf9+6/oNwFypZ8bzW1QB7Iiq3nl5yN3Zcs6LnPN1RFxHu+7f57E5KAYAc3PK9YzMyXOnPB8aCX4DcKymdLv7ulX2Uxone0gp3UZ1O71V1znntt0YAGCbKdUJ6pnp+Dmq9+N9znmocBQA7GtKdYJ6ZnxNF+x+H2QU9e/31UBjAGA+plQnqGcmJqV0F0+vEf17n07fm5TrTG27f1+U61UAsMmU6gT1zJoRMidTOs7mw54EvwE4VnUXkr4bbBTNrFCbsZTSTUTcrD0s9A1AV9QzPJFSuoyIVxGxyDm/HXs8ANCCeoZVtRfsDumMuSMdvwHYhXqGjUpIa7V2eNv1Iv0du3/flHNHALBOPTNRI2VOzIcjIPgNwLGaxcqvAS9o0bFy8my9e4LQNwBdmkWdoJ4Z1LL2uB51FADQ3izqBPXMYL6MPYDC+w3ALmbxe0M9M6yU0kU8DWk95Jzf97W/le7fTcFyXb8B2GQWdcKp1TMjZk5mcZxPbT7sSvAbgGM1lQtJHKFyQu9u7WGhbwC6pp7hbymldxFxHhGfcs73Y48HAFpSz7CqrlPTZC7mpZTOxx4DAJOinmGTj2v/7n2Rfun+/TIiPtS87FzXbwA2UM9MzMiZE/PhCAh+A3Cs6i4knQ02isq2W6E8DjoKOlEu/v229vCV0DcAPVDPEBF/1x9vyj9/GnMsALAj9Qyr6sLdQ8+HOlMaCwDjU8/wRErpTVSL85c+5ZwHew9yzq8joq67+NuhxgLAbKhnJmQCmRPz4QgIfgNwrOouJP3fYKOobCuMJtPJiHZSSmdRrbpcfU+vdN0EoCfqGZaWXaReu7UdADOjnmHV72MPoKVtFx0BOE3qGda9Xvv3f4ceQM75bWwPf+v4DcA69cxETCRzYj4cAcFvAI5V3YWkqXTtsUJtfn6Lp10chL4B6JN6hkgp3UTERUQ85JzrbuULAFOknuFvM1rANpW5CcA0qGf4W0rpIp5eJ3rIOT+MMZYS/t54jSql9Grg4QAwbeqZ6ZhC5sR8OAL/GHsAANCHnPMipbSIzUXJYF17ymq9bf431Dg4XErpLqrQ1ZLQNwC9Us9QLLtIXaSU/hp1JBF/pJTavvZarQSAeoYNHuLp+ZW/pZTOJhIOn8IYAJgI9Qxr1rt9j33u4zoi/ojn8/MqIj4NPxwApkg9Mw1TyZyYD8dB8BuAY/YYmy8kDblCra4oGqUDALtLKd3G01vjCX0DMBT1DKvG7rSwy/7HHisA06GeYdW2+TAlukoBsE49w9IPa//+ZZRRFCW49d+IeLf21Pmm1wNw0tQzI5pg5sR8mLlvxh4AAPRo2+1JBluhFvUnVupun8JEpJTeRMTNykMvhb4BGJB6BgCYO/UMq+o6Ng05J+r8OfYAAJgc9QzLrpRPwlA559FDSTnn9xsenkpdBcB0qGdGMtHMifkwczp+A3DMvmx5fMhV7ttWwy0mcutaaqSUXsXTLgkvp3ASD4CTop45cTnnl0PuL6V0GRF3W57+1nsOwB7UM6yqu7B5HsN0267tXmVOALCBeoaI5+/3lI77fTztIupObACsU8+MYMKZE/Nh5nT8BuCYbSuWhjzZ8a8tj7tl7MSV0NPHlYd6K8BTSpdlfwCwTj0DAMydeoa/NZxbGfLi4jYuLAKwiXqGiOcdMKd0l5D1Rfw6fgOwTj0zsIlnTsyHmRP8BuBo1d0aJaU01IWkbfsZ+7Yt1CjzY/UkWZ8F+FnZ18em1wJwetQzAMDcqWfYYNs5lhcD7b9u3pkTADyjnqFYD0JNacHYekBKYAqAJ9Qzw5p65sR8mD/BbwCO3bbCaexCZX3lPRNRiuLP5Z+L6P9WO8s54iQcANuoZwCAuVPPsOqXLY9fDLT/ug6Y5gQA26hnWL+OM2RHzCaC3wC0oZ4ZwIwyJ+bDjAl+A3Dsxr6QtHE/davnGM9KAb48WffvngvwiIjvy9+/97wfAOZLPQMAzJ16hlWftjz+/ZbHu1YX0jInANhGPcN6mGqoUNQ+BL8B2EQ907OZZU7MhxkT/Abg2G27kPSvvndcc/sTRcp0/RZfT9T1vepy6WX5+8sA+wJgntQzAMDcqWf4W875MTaHkc4Gup3wtnn3WMYGAJuoZ05cznmx/lgJd03B+hxxzQmATdQz/ZtT5sR8mDHBbwCOWs2FpMsBdr9tH7cD7JsdpZQ+xtcVhVcDFeARX4v+ofYHwMyoZwCAuVPPsMG24z/EnNjWucrFRQC2Us9QrM+BH0YZxXPr4alfRxkFAJOmnunX3DIn5sO8CX4DcAo2FQZnA6zCv9rw2CLnvG3VHCNJKb2LiFfln1cD3zpmWdDqKAVAHfUMADB36hlWfdjy+Mstj3eizLdtXaXe9blvAI6Ceob1Y349yiie+3Hlv+83dScHgEI904MZZ07Mh5kS/AbgFGy7kNT3KvxNK9S2jWVvKaXzlNKblNLH8ufNhG4tN3kppZuIeFP+eT1kAZ5S+rvDlFsJA9BAPQMAzJ16hr+VMNKmi3k3Pe9623z75NwMAC2oZ1gPR12OfYxSSufx9I4mOmUCUEc90/0+55w5Oer5cMwEvwE4euVC0vsNT73ua5+luNpUPP634/28iogvUXUkelX+vIuIP8pz1CjHaHkC7HqE1YO6fQPQinoGAJg79QwbbHwfygXTvmybb2973CcAR0I9QwlUPaw9PPZdQ1bn36NOmQDUUc90a+6Zk2OeD8dO8BuAU7GpQLgoq+D78J8Nj73v8tZqKaXLiPi45emziPi4urqPp8qxWR6/1yOdCFsWy4LfALShngEA5k49w99yzg+xuet3LxcXN3TDXNLtG4BdqGdYXzB2M9bxKft9s/JQbyEtAI6KeqabfR5L5uTo5sMpEPwG4CTUrFLrvJtPuU3M+mrBRXS/Oq3Nrdq2FbZD23brnO8GHUVRCtTfyj9f55wHv2VM6V61LJTXu0MAwDPqmdFNqp7pkVs4A9Ab9czopljPbHrvL3oKT23qxrmIiJ962BcAR0o9M7rR65mc8308X7w21vFZ3e99GRsA1FLPHO6YMidHOh+OXso5jz0GABhMSulLfC18lr7teCXhu3i6uj6i41u6lCLyS8uXd/r97SOl9FdsPhn3Nue8qYDscyxnEfFHGc9DtPsfgF2tf6//Vx77rvz9/dprRvkfAQDmST0zjinVM30qJwq31UcvdMMEoAvqmXFMtZ5JKb2J56Hsh5zzyw738So2X+C9EpACYB/qmXFMpZ5Zu9a0dJ9zvhpwDB/ja3BqERH/HPv9AWBe1DN77+8oMyfHMh9OxT/GHgAADOwqnhd8P0fEdRcb33BLtYjqdrFdFym7dD36PiLGvoC1rQPDi0FHUfktvo7nIvopwnf1+9gDAGBW1DPjmFI906e6jt/ncdjtAgFgST0zjknWMznn9ymlq4i4XHn4IqV008VC+XJB9ucNT70X+gbgAOqZcUyinsk5L1JK/46IzysPX6aUPuacO5kDddZC3xER/xb6BmAP6pn9HGvm5Fjmw0n4ZuwBAMCQSofC12sPvypdf7qw3jnosacTPLvcpmXUcE5ZsbfND2X15VBjuYvdiv6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" ] }, "metadata": { "image/png": { "height": 936, "width": 1471 } }, "output_type": "display_data" } ], "source": [ "# Set the wavelength and resolution parameters\n", "lammin = 0.12\n", "lammax = 0.2\n", "R = 2000\n", "\n", "# Construct new low-res wavelength grid\n", "wl, dwl = cg.noise_routines.construct_lam(lammin, lammax, R)\n", "\n", "# Down-bin flux to low-res\n", "flr = cg.downbin_spec(flux, lam, wl, dlam=dwl)\n", "\n", "# Plot\n", "m = (lam > lammin) & (lam < lammax)\n", "plt.plot(lam[m], flux[m])\n", "plt.plot(wl, flr)\n", "plt.yscale(\"log\")\n", "plt.xlabel(r\"Wavelength [$\\mu$m]\")\n", "plt.ylabel(r\"Flux [W/m$^2$/$\\mu$m]\");" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "26\n" ] } ], "source": [ "print(np.sum(~np.isfinite(flr)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Optimal Resolution for Observing Earth's O$_2$ A-band \n", "\n", "Let's load in the Earth's reflectance spectrum [(Robinson et al., 2011)](http://adsabs.harvard.edu/abs/2011AsBio..11..393R)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "lamhr, Ahr, fstar = cg.get_earth_reflect_spectrum()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's isolate just the O$_2$ A-band." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 1001, "width": 1459 } }, "output_type": "display_data" } ], "source": [ "lammin = 0.750\n", "lammax = 0.775\n", "\n", "# Create a wavelength mask\n", "m = (lamhr > lammin) & (lamhr < lammax)\n", "\n", "# Plot the band\n", "plt.plot(lamhr[m], Ahr[m])\n", "plt.xlabel(r\"Wavelength [$\\mu$m]\")\n", "plt.ylabel(\"Geometric Albedo\")\n", "plt.title(r\"Earth's O$_2$ A-Band\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Define a set of resolving powers for us to loop over." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "R = np.array([1, 10, 30, 70, 100, 150, 200, 500, 1000])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's down-bin the high-res spectrum at each `R`. For each `R` in the loop we will construct a new wavelength grid, down-bin the high-res spectrum, and plot the degraded spectrum. Let's also save the minimum value in the degraded spectrum to assess how close we get to the actual bottom of the band. " ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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uumnB488///wmVgMAAAAAAIDV6rOf/ayKxeKi73fw4EH19vY0oSIAAACsJITpAQAAAAAA0BR33nmndu3ataCxWZbpYx/7WJMrAgAAAAAAwGqxb98+dXV16eabb170fXft2rWolRUBAACwejntLgAAAAAAAACr1xVXXKGbbrpJX/ziF0859tZbb9Utt9zSgqoAAAAAAADWhiSpKkkmW3a+Bx/cpfvvv1+FQkFdXZ3q6elVf3+ftm49U5s2b1Ihn1/S/E899ZTe9KY3aXKy9phsW+rpWVwv0X/8xy/r0ku3KQyHFEXjS6oHAAAAKx9hegAAAAAAADTVnXfeuaAwvSRddtllevTRR5tcEQAAAAAAwOrm+89raPh+ReFIw+e+++7vavdDD0lZw6dekNe9zpbUfVr3vf76X9eOHYd18OA/NrYoAAAArFiE6QEAAAAAANB09913n66++upTjvvpT38q3/dVKBRaUBUAAAAAAMDq4/vP69Chf2r4vI888hN9+9vfafi8rfKWt7xZF154UbvLAAAAwDJDmB4AAAAAAABN9/rXv16e5ykMw1OO7e/v19TUVAuqAgAAAAAAWH2Ghu9v6HxRHOmv/uqvlKVtakW/VJb0oQ99SK7jtrsSAAAALEOE6QEAAAAAANASY2NjKhaLpxzn+7727dun7du3t6AqAAAAAACApYmiSEEQtLsMSVKS+KpMHm7YfH/7t/9NR44MKctWYJDekrq6uvS+975PWZotqMnDiVQqFYVhvsHFzc/3/ZaeDwAAYC0jTA8AAAAAAICWKBQK2rFjh55++ulTjr3oootUrVZbUBUAAAAAAMDpGRsf0+NPP6tKpdLuUmZk2YQyvbDkeXzf17333KuJiYkGVNV6uXxOl116qS7YsUMvvLi05+PFF5+WZXkNqgwAAADLDWF6AAAAAAAAtMxTTz0ly7JOOW65dHMDAAAAAAA4kamgrMef2C83Z7e7lIYLgkDf/Z/f1dTUVLtLWbx6N/prr71WhUKhAdN1EaQHAABY5QjTAwAAAAAAoKXe//736zOf+cwpxz322GO6+OKLW1ARAAAAAACLF4WBIt9vdxlokqlyqLBaPunxQ8P71eW6kpZbmD6QZcdLmuGef7lnxQXpHddRqVjSmWdu0WWXXSZJSpOlPQ+SlCXnS1qeqyf65QmZBjzGU0krsaJg/ufAn5iQSYihYXXwJ0/+ux8AsDrxtxgAAAAAAAC01Kc//ekFhelf/epXa3R0tAUVAQAAAACwcOODh7X/kYfkT4y3uxQ0URQkGnx24oTH0izTSDqlIMjJOKbFlc3P2FMq9Y6c9v13P/KoxsdXxs+24zrq7OjQhv4+7di+XZapvRaTI6f/+KelSUHVyW1KohFJS5+vGR4fHVTOaX70y0RGnUc65x1TnviJUjdtei0AAADNQJgeAAAAAAAALXfFFVdo9+7d844ZGxtrUTUAAAAAACzM+OBhPfHA99pdBtosVdbuEpbEnzhfaZI/bv+93/s33f1ve5WmCw9Fl0oldXd1Kefl5HmuCvmc8rna3FmaKs0yZWmqJM2UpLHiKFGYREriVFEcK07i2rg0U5plStN05n6SZNt2fTOyjS3HsVXMF7T9rDP16te8WnY9TD7VwPx/mnpStvwjVY5ZXl/kAAAAWKmW/9/8AAAAAAAAsOrs2rVLlmWdcpzv+yoUCi2oCAAAAACAU9v/yEPtLgFYsjTJK02Kc/Y99fOf6+v/83+rWo0XNIfrurpwxwV673/6PeVyuWaUuSBp0rZTt5Xn2LIJ0wMAADQEYXoAAAAAAAAsW5dccon27t3b7jIAAAAAAFAUVOVPNLD9NbBM+L6vL/7DV1StVhc0/qwzz9Q73nyDztt+TpMrw8ms7yi1uwQAAIBVgzA9AAAAAAAA2mLjxo0aGBiYd8y+fftaVA0AAAAAAPOLFhg0Blaa2z7/NxoZGTnlOGOMrnnta/S2G/5jC6rCiXiOrfUdJRU8t92lAGuay2qqALCqEKYHAAAAAABAWzz88MPaunVru8sAAAAAAABouM3dnXJs0/LzZpajrJCbd0x31iUrq3U2f+cf/ameP3JkQXNv6u3WB971ziXXiNPjGCPbtP5nCsBcxa4eud78v2cBACsLYXoAAAAAAAC0xZYtWxY07o1vfKPuvvvuJlcDAAAAAADQOI5tlHNaH8vJLFvxKQLXjmPLyhz9f1/+8oKD9K5t62tfuL0RJQLAirbtZZe3uwQAQIMRpgcAAPj/2bv3OLvr+k7878/cb4TJJMpFrBpQxAIiEZQuW7XArrgVaA1SdXW3XsgirZdfW7DV8lvxCgVdvFVQqtVVS0Hd1S3+KlBWrYor4BXLLWGRIESTmckkcztnZr6/PzIpMcycc5I55/s9Z+b5fDx4xPl+3+f7feXkkzhz5jWfAwBAYXp7e2NycrLizNe+9rWc0gAAAACsDKVSKf7mf9a2eUGKiOs/dEVjAwE0ub5Vg/G05zw3Dn7iIUVHAaDOlOkBAAAAKMxXv/rVOP3004uOAQAAAHVx9G/9dvQOHFR0DOpgYmcp2r/7yILnSjPTURreHGuPGIjO7vYFZ4599rOjv6+vkREXVC4Px6O/Gq04c+gTzohDjzgmsqy2a/7Zn/w/ccar/vPSw9GS5sZnYurO7RVnnnLimmjrV0Nj+ers7Y3Oru6iYwDQID6LAQAAAKAwp512Wk1zl156aVxyySUNTgMAAABL0ztwUPQdPFh0DOohlaKrZ9eCp7JyR7R3dEVnd8+iZfreg1ZF38BAIxMuqFSaic6xnoozV1x1VUxNl2q63tOe9rS47Ior6xGNFjXbXorZ7vGKM72rVkX7QFdOiQAA6qut6AAAAAAArGzt7Qt/03lvl156aQ5JAAAAAJa/j3zkIzXNtbe3x+bNmxucBgAAiqVMDwAAAEChatlxfnZ2NockAAAAAMvbe977nppnZ2ZmGpgEAACagzI9AAAAAIWqpUwfEXHjjTc2OAkAAADA8vWd734nZsq1FeTf9KY3NTgNAAA0B2V6AAAAAFrChg0bio4AAAAA0LJu+vpNNc11dHTEVVdd1eA0AADQHJTpAQAAACjcS1/60qozk5OTOSQBAAAAWH7e//731zw7NjbWwCQAANBclOkBAAAAKNxXvvKVmuaGh4cbnAQAAABgefnBD+6M6enpmmZf+cpXRm9vb4MTAQBA81CmBwAAAKBl/NZv/VbREQAAAABayle+8tWa5lJK8bnPfa7BaQAAoLl0FB0AAAAAACIinvGMZ8S9995bceaee+7JKQ0AALDczE1Nxdz4eNExaGEzO8dibmKy8szISMzMzOaUiEaa3VWOucmF/7znZqYiK89ENjUZc3PtCz9+ZCRmatwNvp5myiMxNznxrx//1VVX1fzYHT//ecxs396IWLSw2fGZX1tTC5kZHolsWg0NgKWZ2bGj6AisUD6LAQAAAKAp/PCHP4y+vr6iYwAAAMtMacuW2PWNb8Ts8EjRUWhxk6XpmHzk5xVnRrftiOmu7pwS0UhTM+0xOTy04LlSzMRMGompnZPR0Ta34MzoffdHqa2tkREXNNM+EZNDP42IiHse+nlMTZdqetx5xx0XU1/+HzHVyHC0pGy2I2bH11ScKW/eHql9JqdEACxXOx94oOgIrFD5f9YOAAAAAAvo7e2taW54eLjBSQAAgOWitGVL7Pjy/1CkB1akr/70rprmulKKD7/h/AanAQCA5qRMDwAAAEDTSClVnTnllFNySAIAACwHu77xjaIjABTi4zfdVPPsz9717gYmAQCA5qZMDwAAAEDTOPnkk6vO3HvvvTkkAQAAWt3c5KQd6YEV6ScPbI5dMzM1zb7smGNi1apVDU4EAADNS5keAAAAgKZx6623Fh0BAABYJuYmJoqOAFCIf7z7nprmulOKv77gjQ1OAwAAzU2ZHgAAAICm0dvbW9Pc8PBwg5MAAAAAtJ7nvOMvap69613vbmASAABoDcr0AAAAADSVlFLVmVNOOSWHJAAAAACt4Vejo3HIm/44prOspvlXHn98rFq1qsGpAACg+SnTAwAAANBUTj755Koz9957bw5JAAAAAJrfrT/8QfzmJX8ZtdXoI3ra2uK/vf4NDc0EAACtoqPoAAAAAACwt1tvvTX6+vqKjgEAAKwAq/7DS6L94IOLjkGL6N45Fr3fuKXizOALTou+g+z2vRxM7ipH7/e2L3iubWYqOoY3Rc8RvdHR1b7gzOBxx0V/Dq9v/OF/+S/x32+4Yb8ec9cdd8aqgw5vUCKWm9nxmZj44XDFmb4ThqK9Xw0NgKU56Pvfj/jgB4qOwQrksxgAAAAAmkpvb29Nc8PDwzE0NNTgNAAAwHLWfvDB0bFmTdExaBEdHe3R1lf5a9aO1auj4+DBnBLRSO2dpWjrnVjwXFs5InV2ROrpjbbuhcv07atXR8fAQEOyXXvttfGWt7wldu3atd+PfdazjomBww+Lji7/9lGb1F2Ktt6pijMdQ6ujfaArp0QALFcdftCZgijTAwAAANB0UkqRZZXfnPyUU06Je+65J6dEAAAAAJXddtttccstt0S5XI6tW7dGZ2dn9Pf3x+DgYKxZsybOOuusOOuss2reSODhhx+OCy64IL71rW/Fjh07qr5WUk1qS3HuuS9f0jUAAGC5UaYHAAAAoOmcfPLJ8b3vfa/izL333ptTGgAAAIDF3XDDDfHlL385tm7dGnNzc4vOff7zn88x1eNd8peXFHp/AABoRsr0AAAAADSdW2+9Nfr6+oqOAQAAALCoH//4x/GRj30oHnrooYol+qJ1dHTE29/+9qJjAABAU1KmBwAAAKDp1Pp258PDw9HV1dXgNAAAAACP2bbt0Xj/Vf9v3Lfp3iiVSkXHqWhoaHX88R+/qegYAADQtJTpAQAAAGhKKaXIsqzizCmnnBJ33HFHTokAAACAle61b3l5/OyBO6u+ZtEMjjvu2Pj9339Z0TEAAKCptRUdAAAAAAAWcvLJJ1eduffee3NIAgAAABDxstefEXdtvqMlivQbNrxMkR4AAGpgZ3oAAAAAmtKtt94afX19RccAAAAAiI9e+4HY8svNRceoyUUXXRS9vb1FxwAAgJZgZ3oAAAAAmlKt3/R99NFHG5wEAAAAWMmmS6X4zP/8aNExKuru7o7PfOYzsXXrVkV6AADYD3amB2BRoxOl2LZruugYANRgarwUE6XZijPD49Mx0db8bz1La5kbL8VkaabiTDZeirbupX9OkY2XY6bKvUrjpUhhndPaJmv4N337eCkm2vP/XL1cLsVElb+H28dL0VmqX7aUUtW3Tn/JS18aH/xvH644Mzxeiqnw9Q0AAKwkeb5uwcrQzF+zU397v+5+9qt/q+A0j9fd3R1v/tOL4s/e9vZfO759fHvur9+wvHltHoC8jE6Uio7ACqVMD8Ci/r+fPhp3zz1YdAwAajE1G+1bdlUc+cHtMxE97TkFYqXo2jkav7FlR8WZn9/+UJQO2rnke3WX5uLILRMVZzZFOaa7vAkbrS2b3BnZQ6MVZ358+0OReivPNEJ7jMbaVPnv/LaHtsRsVP7/pP3xG8ecEA/+7AcVZ/7v5s3x4y2Vn4+7Z7ZEW1dP3XIBAADNL8/XLVgZmvlrdhpg/nX3f/yHT8XY5EjNDxsYGIijnvGMmG7vi7HRHTE9NR4zpemYnpqM8sR4zMyUI7K52i6WUnR298ShTz06XvLat8bRJzz/cSOf/e6vfz+3iNdvWN68Ng9AXv7vz7wTMcVQpgcAAACgaW18/6fiL846oeLM3GzlXQEBAAAADkSpVIobb/rrmma7u7tj3bp1ce4Ffx49fb3Rdegz/GA/AAC0AGV6AAAAAJpWT09v1ZnZ2dmYmpiMnr7qswAAAAC1etd/PaumubVr18arLrwoDnny0xqcCAAAqDdlegAAAACaW0oRWVZx5Dtfuz5+52WvySkQAAAAUJQU09EWkw2/z42f+UC0dY3GYFdbxbmOjs44+5Ub4klPeUJE7HrseIxGivx3pu+InbnfEwAAWpkyPQAAAABN7fAjnxW/uP+uijMPPXBfTmkAAACAInTGo7EqfT86YkfD7zUzU45D+r4eZ511cNXZJx7yxDjueXMR8d1fO97ecW+kpJYDAADNrvKPzwIAAABAwV7/nmurzuwYHc0hCQAAAFCEzng0htLNuRTpIyL+6bpP1DTX198Xxz3vBQ1OAwAANJIyPQAAAABNbXD16qozY2NjOSQBAAAAirAqfT+3e+3Y/svI5uaqzrW1t8WRRx+bQyIAAKCRlOkBAAAAaHkTExNx9523FR0DAAAAqLMUU7ntSB8RcdvXrq9p7pAnHBJPPPw3GpwGAABotI6iAwDQvF587KFx0vOeUnQMAGowtbMU95cerThz1HMPjZ6DunJKxEoxN3xQTD5wcMWZ5z33ydE2NLTke2Xj5ZiJrRVnTnzuIZH6O5d8LyjS5NiOuGfnYMWZo5/75OhdVfnvXiOUywOxfWvl+6455Ijo7FxT93v/14MHY2zHaMWZn9x2a7z8rBcveO64E46Ivv7+uucCAACaV56vW7AyNPPX7MtZuby96usR9TI8PByRZVXnUltbnLz+1Og9qCva2hfex/KJh66Kzs7mfK3yiYcfHW1tPUXHoEV4bR6AvHy/7ZH4UNEhWJGU6QFY1GBfV6wd6C46BgA1mJhL0dfVXnFmqL87+gaU6amvmemuGOmq/KXl6v6u6KjD5xSzkWJXlXsN9HdFu3VOi5uY7ar6b/qa/q7oK+Bz9VKpKyar/D1c098VXV31z/aRD38oXvOa11Sc2b5t26LP3VB/Vwz4+gYAAFaUPF+3YGVo5q/Zl7NaXo+olys+8fGa5tYf+/xoSyk62tuirT0tONPb2R5dOeXeH11da+KJfuCD/eC1eQDyMtjn/0soxsI/HgsAAAAATeTVr3511ZmxsbEckgAAAADL0eTkZGRz1Xel72jvjGOPeXYOiRpjzZoXFh0BAACaijI9AAAAAMvC2NhYbN++vegYAAAAQAu68sora5p78QvPbnCSxujqWhOHHfay6O09ougoAADQVJrv/aQAAAAAYAEdHR0xMzOz6Pm5ubn4+Mc/Hm9/+9tzTAUAAAAU7ZBDfjc6Ow8+4MdPTk3Fl7/8/1Sd62zviQs2bIzS9FRM7NgUfQcNRGpvXyTTCdHf33/AmeqpvX0g2tt7io4BAABNSZkeAAAAgJZwxhlnxNe+9rWKMw8++GBOaQAAAIBm0dl5cHR1rT3gxw8O9sXk5FzVuSv//MPRFqsjZZMxNzsQEasipYXL9J2da6Kra+CAMwEAAPloKzoAAAAAANTii1/8YtWZsbGxHJIAAAAAy8Xk5GRMTk5Wnets74pTT3lh4wMBAAC5UqYHAAAAoCX09vZWndmxY0cOSQAAAIDl4pBDDqlp7u1//FcNTgIAABRBmR4AAACAZWN6ejq+8IUvFB0DAAAAaBE7d+6sOtPe1hFn/s7v5pAGAADImzI9AAAAAC3jsMMOqzpz22235ZAEAAAAaHVr166tae6PXvOOBicBAACKokwPAAAAQMv4+7//+6ozw8PDOSQBAAAAWt327durzrSl9njl7786hzQAAEARlOkBAAAAaBmnnnpq1ZmxsbEckgAAAACtrJZ3v4uI+MMNb2pwEgAAoEjK9AAAAAAsK7t27Yp77rmn6BgAAABAE3v00UerzrSl9jj/1X+UQxoAAKAoyvQAAAAAtJTu7u6K57Msi89+9rM5pQEAAABazRFHHFHT3IZ//58bGwQAACicMj0AAAAALWXjxo1VZ2rZXQ4AAABYmR5++OGa5v7kjX/R4CQAAEDRlOkBAAAAaClXXXVV1ZkdO3bkkAQAAABoNU9+8pNrmnvpfzi7wUkAAIBmoEwPAAAAwLIzNjYW5XK56BgAAABAk9myZUtNc3/3+b9vcBIAAKAZKNMDAAAA0HJSShXPl8vl+OQnP5lTGgAAAKAVPOUpT6lp7swzz2xwEgAAoFko0wMAAADQco455piqMz/96U9zSAIAAAC0ip///Oc1zd14440NTgIAADQLZXoAAAAAWs7Xv/71qjOjo6M5JAEAAABawVOf+tSa5k477bTGBgEAAJqKMj0AAAAALedJT3pS1ZmdO3fmkAQAAABoBQ8++GBNczfffHODkwAAAM1EmR4AAACAZWnXrl1x1113FR0DAAAAKNjhhx9e05xd6QEAYOVRpgcAAACgJfX29lad+cIXvpBDEgAAAKBZXXzxxfHII4/UNGtXegAAWHmU6QEAAABoSRdccEHVma1bt+aQBAAAAGhGDz/8cFx++eU1zf72b/92g9MAAADNqKPoAAAAAABwIK688sr4wAc+UHFmbGwspzQAAAArV1aejbnp2aJjNNzc+Ey0lSvvWTg3PhOz7aWcEq0Ms+VyzJUqr6/Z8XLMlh7/vD/1yU+p6R5tKcU//cNNMbvrsWvMjZejbZH7ts3MRZrNIivPRZYWvubceDlmw1qg9c1NzBQdAQCgoZTpAQAAAFi2lOkBAAAaZ2Z4KqbuGY7ZXeWio+SiPD0VB/3qoIozU3duj9nu8ZwSrQzlGIlS2llxZvyhrVHap7j+kjf8Xsxktf2Qx5te/LrY9d1Hfv2+07PR/+jCf5btc9PRNVmKmV/siqxj4R+wGJ/ZGllXb033BwAAilP5R6YBAAAAoIVNT0/Hl770paJjAAAALDszw1MxfsfWFVOkp7VccuWl8Z0Hf1DT7BEHHxr/9a3vaHAiAACgWSnTAwAAANCyDjvssKoz3/rWt3JIAgAAsLJM3TNcdARY0Hdv/1589Oufrmm2t6M7vvfpWxobCAAAaGrK9AAAAAC0rM9+9rNVZ0ZGRnJIAgAAsHLMlWbtSE/T+dZt347nnHdqnPkX58VsNld1PkWKj7/5iujv788hHQAA0Kw6ig4AAAAAAAfqtNNOi7bUZoUhAAAgAElEQVS2tpibW/yb5GNjYzkmAgAAWP6y0mzREeBf3XX3XfH7l/113LNl63497pXPPzvO/vcvbVAqWFnautuLjgAAcMCU6QEAAABoadXK9Dt37ozR0dEYGBjIMRUAAABQb3Nzs/Gd22+LzY88GGNTu2JqZjpm5+Zi664d+3Wd4w87Oj566X9rUEpYWdoHOiN1KtMDAK1LmR4AAIBlY25ipugIsGRz4zPRVm6rOjPbXsop0WNmy+WYq7L74Ox4OWZL+WYb6O2P0Z2Lf9N8dnY2XrnhD+LWm/8px1QcqLbudt+ABQAAICIirv/KF+OL3/pCHPW8rTFRmoyZuaW/K8Ka3sH45t/+Yx3SARERPUcPFR0BAGBJlOkBAABYNiZ+9KuiI8CSlaen4qBfHVRxZurO7THbPZ5ToseUYyRKaWfFmfGHtkYp8i3Tv/rfviw+fOPfVJwZe3g4dn33kZwSsVTtA53Rc/RQdAz1FB0FAACAnNz8zX+KT3zx03Hf1gfiV7uGY7w8EXNZFoODbfHEZx9cl3t0tnXELR/5n3W5Fqx0Xr8BAJYLZXoAAAAAWtqfnv+W+OuvfyZmZhZ/d4pfjG7NMRFLNburHON3bI3+9Yf4hiwAALSovmc/Idr6llclYXJsLHaO3Vlx5iknroneVatyStS63vv+98VHP/axGB4bjtm52ZjLslzu+8pzXxHHvvz5Nc1O7izH+PTCO+FPz7RHaXtXrDp8IDq7Fn6Hwf4TDon+/v4DzgrNzDsLAgDLyfL6yhUAAACAFaezozOGDl4dv9y++LtTjE5V3lGf5jR1z3AMnHJ40TEAAIAD0NbXEe0DXUXHqKu22Y6Y65yrPNO//H7fS3XLLbfEOeecE7t27So0x5lnnhmf/rvP1DzfNhcx17VwWXgutUXWniJ1tkVaZKatv9NaAACAFqBMDwAAAEDLO2TNEyuW6csz5fjBT34YzznuhBxTsVSzu8qRlWftdAYAANCiOjo6YnZ24d3d85JSim9+85tx6qmnFpoDAABoTgu/1xQsIyml01NKV6eUbkopjaSUsvn/RlJKm1JK16eULkoprSs6a7NJKQ3OPzd7nr9Nez2HIymlO+aPX51S2pBSGiw6czXWAwBA61pshyeAiIjfOPSIqjNXfOqqHJJQb3PTxZYuAAAA2H+Tk5ORUiq0SN/R0RH33XdfzM3NKdIDAACLsjM9y9J8EfriiDh/gdObI2I0IgYjYt38fxsi4rKU0uaIuCzLsmvyytqMUkrnR8TGiDixwtjgPufPn3/s5oi4ISKuzrJsc8NC7gfrAQBgeWjrao/2gc6Y3VUuOgrQhE498ZT4h2/+Y8WZn/3ivpzSAAAAwMr1k5/8JI4//vjC7t/X1xfbtm2L3t7ewjIAAACtw870LDsppasjYlM8VpwejYjLI2J9lmUpy7IjsyxbP/9riogzYnf5O2J3kfrq+V3KN+QevmDzu8uPRMTVsXCRfrSGy6yLiIsiYs8u75UK+Q1nPQAALC89Rw8VHQFoUicc++yq3yT/1a7hnNIAAADAynTttdcWUqTv7OyK8847L7Isi/HxcUV6AACgZnamZ9lIKZ0eEdfH7h3G97g4y7LLKz0uy7KbI+Lm+d3Lr4/dJfLBiLg+pXRDRLwhy7JaSuQta/73fnVEnL7X4Tsj4rqIuDnLsjv3mR+MiKH5+XP3edzeNkTEhiKeR+sBAGB56hjqif71h8TUPcN2qAceZ+3gmnhocsui58dLkzmmAQAAgJVl48aNcc01jX/T75RSrF27Jv7gD14RQ0O7N9/4xCdeFV1daxt+bwAAYPlRpmdZSCmdH7vL4HuMxu6dxzfXeo352fUppYsi4rL5wxsi4sSU0vrlWqCe3zn+lnisdH5DRLxv3wL93uafi9GIuCYirpkv158fjz1v+9oQEaenlM6dL6s3lPUAALC8dQz1xMAph0dWno256dmi40DdTY6Nxc6xRb8ki4iIp5y4JnpXrcop0WNK5a7o2npQxZn+Qw6Jrs41OSXaLY2PR9cPt0TfQX0Rjyw+l0UWf/6F98aHP/Th/MJR0dzETEz86FdFxwAAAGCJTj311Pj2t7/dkGuvXfuEOO+8c+KZzzymIdcHAABWNmV6Wl49itN7y7Ls8pRSxGMF6nURcUdK6YwDvWazmt+9/ab5D0cj4oDK7vPF8stTStdExCdid+l8X4MRcVNKqeru8EthPQAArBypsz3aO9uLjgF11zbbEXOdc5Vn+juifaArp0SPaS91RltX5b937f2d0d6Vb7a2KEXqao9DDzss7rn33oqzf/P5v42P/c3VFWcAAACA2l1yySV1K9IPDQ3Fu9/97rjgggv+9ViptC22bPlcXa4PAACwL2V6Wtp8GXzf74AfcHF6j/kC9ZGxe7f1iN0F6psi4silXLeZ7FOk3xy7n7cl7bY+//hzU0qXRcRFi4xdllIazbKs7u/vZz0AAAAUr1zeUcA9xyPLxuLVrzknfvzjf44syypNR6m0Lbds+2pvH4j29p7C7g8AAAD19q53vWu/H5NSiic84QnxoQ99KM4777wGpAIAAKiNMj0tK6W0p9C8t4312i08y7KN8+XsdfOH1qWUrs+y7Nx6XL9IKaXBiLh+/sM7I+K0pRbp95Zl2cUppU3x+GL7HlenlKKehXrrAQAAoDls3fq/cr9nqVSKLB6Opz414mUb1kZpulRxvujd7Dq7hmLtmhdFb+8RheYAAACApTr55JP3a/7QQw+NRx55pEFpAAAA9l9b0QFgCa7f5+M7G7Db+cZ9Pt6QUtpQ53sU4fqIGIyI0ahzkX6P+T+LyyuMXJ1SOrGOt7QeAAAAiO6u7qozYzvHckiyuHJpOB555IsxObml0BwAAACwVN///vdrnn3e856nSA8AADQdZXpaUkrp/IjYt4h9cb3vk2XZzbF75/a9fWJ+Z/eWNP/cnT7/4bmNKNLvkWXZxfH4529v+xbgD4j1AAAAwB49PdXL9J///OdzSFLd9u3/u+gIAAAAcMB+8zd/s+bZ1772tXHbbbc1MA0AAMCBUaanVV22z8eb54vOjfC+fT4eXOD+rWRP9msa+Jzt7dwK59bNF+GXynoAAAAgIiLWPuEJVWd+ufWXOSSprlTaHrOzU0XHAAAAgAPys5/9rKa5j33sY3Httdc2OA0AAMCBUaan5aSULordBea9Xd2o+2VZdsMCh89vxd3I54vre3LXfef2hWRZtjkiFnoO97h6Kc+l9QAAAJCf9vb+oiNUtX79+mhrq/ySV5ZlOaWpbnZ2V9ERAAAAYL+tW7euprlnPvOZccEFFzQ4DQAAwIFTpqcV/fkCxyqVtethwQJ1g+/ZCHvvSj+a43333c19X0t5Lq0HAACAnLS390Zn11DRMSpqa2uLru6uomMAAADAsvbAAw/UNPcv//IvDU4CAACwNMr0tJSU0oZ4/C7km+d3P2+k6xY4tlCJu2mllE6Px567yyrN1luWZXdGxJ0VRs47kOtaDwAAAPlbu+ZFRUeoqruru+rMw794OIckAAAAsPwcfvjhNc2tX7++wUkAAACWTpmeVrNxgWM353DfhYrgg/Nl7lZxxvyveZTNF7JQAX2PE1NK+5bia2E9AAAA5Ky394g47LCXRVfXmqKjLKqnt6fqzA03NPpNzQAAAGB5euSRR2qau/322xucBAAAYOk6ig4AtZovW5++wKlNjb53lmWbU0oLnTovIlrlu+97it5F5a1Wcn95RFxT68WsBwAAgOL09h4RRxzxH2N2dipmZ3cVHSfGx8fjF7/44WMf7xqOr3zlcxUfk9JY/NXlr2pornJ5R2zd+r8aeg8AAADI09q1a2ua++3f/u0GJwEAAKgPZXpaycsXOb7QLuGNcGdEnLjPsZbYiXy+eL5u/sPTU0qbImIodhfc35dlWcOfwyzL7lykgL7H/r7Hn/UAAABQsPb2nmhvr74LfKOVSj2R0qp//fjss/9jfPKT10WpVKr4uK6u2goAAAAAwG7bt2+vae4b3/hGg5MAAADUR1vRAWA/nLvI8c053X/B+6SUFtodvdms2+t/nzj/8WDsLn/fkePvodKf1boK5xZiPQAAALCgzs7OGBgYKDoGAAAALCtDQ0M1zZ155pkNTgIAAFA/yvS0kgVLylmW5VWe/v4ix8/I6f5LUe1VjZvmd69vtHqW6a0HAAAAFrVq1aqqMzfeeGMOSQAAAGB5GBkZqWnO19sAAEArUaanJaSUTlzkVF7F6Ur3aoWdyGspqufx+xitcK62bQzCegAAAKC6WnbLe/3rX59DEgAAAGh9L3nJS2qaO++88xqcBAAAoL6U6WkVixWUK5Wz622xey1W7G4mtew6v787wx+I4Qrn9mdnfOsBAACAil7wghdUnXn00UdzSAIAAACt72tf+1pNc3/3d3/X4CQAAAD1pUxPqzhykePNsBN5pZ3Sm0Utz1Mez2XNu89XYT0AAABQ0Utf+tLo7u6uOJNlWU5pAAAAoHX98z//c01zr3nNaxqcBAAAoP6U6WkVz13keKWdzuut0r3y2NV9KW6u08xSVdp9fn+K8NYDAAAAVR100EFFRwAAAICW98IXvrCmub/9279tbBAAAIAGUKanVSy20/doXgGyLKt0r5PyynEg5rNvrDCyscrvr14q7Uy/P/e3HgAAAKiqljL9Zz/72RySAAAAQOuanZ2tOjM0VK83KQcAAMiXMj1NL6VUaTfz7bkF2W2xAnXT70SeZdk1EXFG/PoO9DdHxPr5c3mo9DzVtDO99QAAAECt1q5dW3XmLW95Sw5JAAAAoDU9/elPr2luy5YtDU4CAADQGMr0tIJ67WbeSC1Rns6y7OYsy87IsizN/3dGlmV35nHvlNK6iKhUhL+pxktZDwAAANTkzDPPrDozPDycQxIAAABoTffff3/VmZRS9Pb25pAGAACg/pTpaQWtUEyuVBJntxOrnL+5yvk9rAcAAABq8sIXvtA38wEAAOAAXXHFFTXNffSjH21wEgAAgMbpKDoA1KAVismVdktntzMqnNucZdnmGq9jPQAAAFCzgYGBmJycLDoGAAAALGp2dipmZ3cVHeNx3vOei2NwsPoeja973blRKm1rWI5yeUfDrg0AAKBMTytopp3Ih2PhMncrFLyL9vIK527Yj+tYDwAAANRs1apV8atf/arizPvf//5429vellMiAAAA2G1y8qHYtv1/R7k0XHSUxynPlOOssw6uOveEJ6yNLVs+l0MiAACAxlCmpxWsqXCuaV5VSCkNZlk2WnSOZpRSOj0qF8zftx+Xsx4Wv+cpS7zEsXUJAgAA0ESe+MQnxqZNmyrOvPe971WmBwAAIFeTkw/FI498qegYi7ryiitrmnvjGy9scBIAAIDGUqanFTTTTuSVDEWEMv3Czq1w7ob9LJ1bD4v7Ts73AwAAaHrnnHNOfPe73604s3PnzpzSAAAAwG7btv/voiNUND09XXWmra0thyQAAACN5SsbWkGlHc3zVqkc3Uw5m0ZKaTAizq8wcvF+XrKZnmfrAQAAoMmddNJJ0dfXV3QMAAAA+Fezs5NRLjXNm24/zg1fvKGmude+7rUNTgIAANB4yvRQP0NFB2hSlYr012RZtjm3JPmyHgAAAJrEQQcdVHQEAAAA+Fezs+NFR6jorp/eVdPckw5/UoOT1K69faDoCAAAQItSpqfVVdoZnObw54scH43935W+GusBAACAx6mlTP/mN785hyQAAADQ3B54oLa90J55zDMbnKR2XV1ror29p+gYAABAi+ooOgC0mOZ9r70mlFK6KCIGFzn9hizLWr383mzr4beW+PhjI+KaegQBAABoJocffnjcf//9FWc++clPxlVXXZVTIgAAAGhOn/3sf69p7ryXn9fgJLVbs+aFRUcAAABamDI9rWCo6AA1Wqw0viKllAYj4rJFTl+TZdkNB3hp62ERWZZ9dymPTynVKwoAAEBTecUrXhHf/OY3K85MTEzklAYAAACaU3mmHFmWVZ3r6u7KIU11XV1rYs2aF0Zv7xFFRwEAAFqYMj3QKJ9Y5PjmLMs25poEAACAFe3oo4+OlFJNhQAAAACWp3K5HNPT00u6xuTEREzPzFScGZ+YiLn2ylWMcnk8SqVSxZk1a14cHR2r9jvjUjz/+c+PX/5yR8WZlFLc9bOfRU93d06pFtbe3h9tbT0xOxuxa9euhtxjcqIc0+XJBc+VZyv/+QEAAK1DmR6ou5TS6RGxYYFToxFxRs5xAAAAINra2mJ2drbizOTkZPT29uaUCAAAgDyMjIzEfffdF+Pj40u+Vnl6Kh4drlw2L//oR9HZ3VNxJsvGIouHK8784hebI6V8y/TDwzMxOjpXceYZz3hG3P0vlbMvF+Xp2fjlr8aKjgEAADRYW9EBgOUlpTQYEdcvcvq0LMs255kHAAAAIiI6OqrvKfGa17wmhyQAAADkZWRkJH74wx/WpUi/3H3qU5+Kbdu2VZzp6OiIN77xjTklAgAAyIcyPVBvn4iIwQWOn5tl2Z15hwEAAICIiCOPPLLqzFe+8pUckgAAAJCX++67r+gILePWW2+tOnPooYfG8ccfn0MaAACA/CjT0+oWKm030lCFc6O5pWhSKaXzI2LDAqc2Zll2Qw4RrAcAAAAW9OlPf7rqTKlUanwQAAAAclEqlexIX6Mf//jH8eijj1ade9GLXpRDGgAAgHwp0wN1kVI6MSKuXuDUxizLrsk7DwAAAOztmGOOKToCAAAAOfID07X72Mc+FjMzMxVn1q5dG3/4h3+YU6Llobu7u+gIAABADZTpaQXDRQegspTSYETcssCpRhTprQcAAAAa5uGHHy46AgAAAOSmXC7Hli1bqs4dddRROaRZPvr7+6Ozs7PoGAAAQA2U6aF+VnLJ+5aIGNzn2LkrfEf6lbweAAAAmlJHR0fVmX/37/5dDkkAAACgObzjHe+IiYmJijP9/f3xzne+M6dEy8PTn/70oiMAAAA1UqanFYwWHWAv+xbG99ZMOXOTUro6Ik7c5/C5WZbd0KBbNtPzbD0AAAC0kBe84AVVZ+6+++4ckgAAAEBz2Lx5c9WZJz/5yXZZr1F/f3+ccMIJsXr16qKjAAAANaq+HRcUr9IO30O5pahuxe1EnlI6PyLO3+dwI4v0EdYDAAAAB+irX/1q9PX1VZyZm5vLKQ0AAABFO/bYY6O3t7fm+cmdY/HTkV9Wvuaznx29B62qOFMub4+tW++tOHPIISdEZ+eamrMdiKOOOiq2b99ede6DH/xgnHTSSQ3N0owmd5Xj7olfVJx55gmHR+/A7h806O7u9kMHAADQgpTpaQUtscN3lmUtkbNeUkqnR8TV+xxudJE+wnoAAADgAO1PQQIAAIDlr7e3NwYGBmqeb5udie6OyjWL/r6+6KtyzVJpKrq6uipfp78/urpqz7a/Lrnkkti6dWtNsy9+8YsblqOZtc2Voruz8msJ/X390TdQ+c8SAABobsr0tIJNRQfg16WUToyIm/Y5nEeRPsJ6AAAAoMGuu+66OO+884qOAUCLmpqZivHyeNExAIiIuamRmJiZqDw0NRJtk/nkWU6yqZmYqfLclqdGIrUXV0mYmJqIyZnKf7gjUyMx3T5d8zUnp8Ziolz5msNTIzHZNVtxplyuvjaHp0aiczbVnG1/TE1Nxbve9a6aZje8ckNsn6y+e/1yNDVVjomqa2g4Ju1GDwBQFzumdxQdgRVKmZ5WMFzh3GBuKXYbWuT45lxTFCiltC4ibtnn8BlZlt2cUwTrAQAAgAM2MDAQu3btqjhz4YUXKtMDsN+27NwS33r4WzEyNVJ0FADmde6YiCdtu6vizMP3t0X54L6cEi0fXVPt8bRtayrOPHD/9ij1VC6VN9Lc9FxMbKtcWN+8aXO0dbfVfM1sfDpmtj9Yceae+3dG6u+uONM+NxGDU5XX5uiuzphta8za/KOT/qjm2Rf92Yviunuua0iOZpdNtkdsW11x5q5NI5F6i1vnAADLyeYH1e4oRu1fFUJxRiucq/wKTf0tVtaulHHZSCkNxu4d6fd+HvIs0kdYDwAAACzBW9/61qoz27evzB33ADhwW3Zuia9s+ooiPQDQ9N7/2vdHNpPVNLvueesanAYAAKB4yvS0gtsrnMt7J/LFrJQfibolIvZ+xSTvIn2E9QAAAMASXHrppUVHAGAZ+tbD3yo6AgBAVff+4N546AcP1TbcFvEnH/+TxgYCAABoAh1FB4BqsiwbTSmNxsJF6aG8cszvyr6Y7+eVoygppZsi4sS9DhVRpLcecrZjekdsn7QjI0ArmJoqx8TMZMWZkanhmOzszCkRK8Xc1EhMzFR+u+yYGom2yssT2Mvk1FhMlCv/pRmeGonJLm8hvsfE1ERMVv3/wZGYbp+u+Zr1+FqoXK7+b+Tw1Eh0zqYl36tVZVMzMVPlOSpPjURq9zIm0LymZ6ftSA8AtISrXntVzbNXfvvKBiYBAABoHr4LRavYHL9e5N4jz53IKxW178wtRQFSSldHxOl7HSqkSL8X6yEnNz94c2wetNE+QCvIJtsjtq2uOHPXppFIvYqX1Ffnjol40ra7Ks48fH9blA/uyykRtL5sfDpmtj9Yceae+3dG6u/OKVHzm5uei4ltlQvZmzdtjrbu+TdpbIuIucrXfPmbXh4vu/BlS8rVPjcRg1OV/40c3dUZs20r99/Irqn2eNq2NRVnHrh/e5R6fA4DAABwoD705g/FPd+8p+b533n970RPT08DEwEAADSPtqIDQI1uX+R4bjuRR8S6CucWy9fyUkoXRcT5ex1aX3CRPsJ6AAAAYAkGn1T9Z7H/+e//OYckAAAA0Difu+JzceFzLtyvIn3v6t4l/3A5AABAK1Gmp1VsWuR4pUJzvS32nfbRLMtGc8yRm5TShoi4bK9D67Msa4Zd160HAAAADth/eud/qjpTGivlkAQAAADq75Pv+GRc+JwL4zuf+85+P/aKf7qiAYkAAACaV0fRAaBGixW4q28lVz8nLXJ8c44ZcpNSOj0irt/rUMOK9PP3iv3Y8d56AAAA4IA94znPKDoCAAAA1NWPvv2juPZPro3Z6dkDvsZFf3dRHRMBAAC0BmV6WkKWZTenlBY8l1Jal2VZHgXmxXY9r7UA3jJSSusi4qa9DjWySD84f6/RiFhdy2OsBwAAAPIwNTUVPT09RccAYBk456hzoru9u+gYACvO3PBITNw5V3HmpKPOibahmr5FxV6y8ZmYGRmuOPPso4Yi9RdXSZgYn4ifjP2k4sxxRx4Xff19NV9zcmws7n7wloozzzzqtOhdtariTLk8HNseLVecWXvo2dHZOVRxZmpqKtY/a31sfXRrxblanHTKSXHRWcr0e5vaWY77Ht1ecebpR66JnoM6c0oEALC8fX/0+3FlXFl0DFYgZXpayZ0RceICx9dFPruBL1aevmmR4y1pvtx+x/yHoxFxWqOK9PP2PK/7+2doPQAAAHDA2rraYq5UuVRz9Z9eHW/+yJtzSgTAcjXUMxSHDxxedAyAFWmmJyI6KhelV/esjo7eNfkEWkZmZ0uxq2Oq4sxAz+po7+3KKdHjdc92R29Hb8WZ1T2rY6B3oOZrTpTao6+z8jWHelZHX2/lN9QutWcxUWVtDvWsjq6uhdfmddddF694xSsiy7LKgWvU3t4e/+c7/6cu11pOJsql6OuYqDizumco+gpc5wAAy8nB3QcXHYEVqq3oALAfrlvk+EKF6kZY8D5Zli2bncj3KtLveXWn0UX6iIjnzv96+34+znoAAADggP3G8b9RdWbT7ZtySALAcvdvj/i3RUcAAJaJ5z//+ZFSij/4gz+oa5F+ZmamLtcCAABoRcr0tJIbFjl+UqNvnFJabBfy5VacviUe23F9fQ5F+oiI9fO/7m9DwXoAAADggJ1/xflVZ2anZ3NIAsByNdQzFGcfdXY8aeBJRUcBAFrcM5/5zEgpxfe+9726Xvff/Jt/o0gPAACseB1FB4BaZVm2OaW0OR4re+9xeg63X+weV+dw71yklK6Px3ZbPyOnIn3EY3+e+3U/6yEfpz/l9Djp6Ib/fAIAdTC1sxz3Pbq94szTj1wTPQd15pSIlWJueCQm7pyrOHPSUedE29DqnBJB65scG4u7H7yl4swzjzoteletyilR85sYn4ifjP2k4sxxRx4Xff19v3bsL+Ivql77vKPPO+Bc5fJwbHu0XHFm7aFnR2fn0AHfo9Vl4zMxMzJccebZRw1F6vcyJtBa+jv7o6ejp+gYAECL27hxY1xzzTV1v+5Tn/rUeOCBB+p+XQAAgFbku1C0mqsj4rJ9jg2mlAazLBtt4H3PWODYaJZli+2O3lJSSpdFxIb5D8/IsizPHdb3FNM3H8BjrYcGO7j74FjTu6boGADUYKJcir6OiYozq3uGoq+3K6dErBQzPRHR0VdxZnXP6ujwOQXUbKLUHn2dvRVnhnpWR1/vYE6Jml/3bHf0dlR+zlb3rI6B3oH9vva/3PEvceqppx5QrlJ7FhNV/o0c6lkdXV0r99/I2dlS7OqYqjgz0LM62n0OAwAArCAPPLA51q8/JEZHK29isb8GBwdjZGSkrtcEAABodW1FB4D9tNiP3b+8wfddaCfyum8BkFJal1K6KKV0/fx/F6WUGtqOSCmdHxEXzX94bp5F+pTSnp3wI8uyAynTL+v1AAAAQGN1d3dXnXnVq16VQxIAAADY7d3vfnd85jOfres1+/r6YmJiQpEeAABgAcr0tJT53cYvX+DUxkbdc77wvVCh/X11vs+GiNgUu3da3zD/32UR8cD8ubqbv+7V8x+eW8DO6kvZlX5ZrwcAAAAar5ai/EMPPZRDEgAAAFa68kw53vnOd8bs7GxdrpdSir/8y7+MLMtifHw8ensrv6MbAADASqVMTytaqLR8YkppXYPu9+cLHLt8vshdFyml0yPi+kVOD0bE9Xvv4l6ne56410A2jpcAACAASURBVD03FlCkj3is9H5AZfp5y249AAAAkI9rr7226kyWZTkkAQAAYKV773vfW5frPOtZz4osy2Jubi4uvfTSulwTAABgOVOmp+VU2I384nrfK6U0GLt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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 1001, "width": 1513 } }, "output_type": "display_data" } ], "source": [ "bottom_val = np.zeros(len(R))\n", "\n", "# Loop over R\n", "for i, r in enumerate(R):\n", " \n", " # Construct new low-res wavelength grid\n", " wl, dwl = cg.noise_routines.construct_lam(lammin, lammax, r)\n", "\n", " # Down-bin flux to low-res\n", " Alr = cg.downbin_spec(Ahr, lamhr, wl, dlam=dwl)\n", " \n", " # Plot \n", " plt.plot(wl, Alr, ls = \"steps-mid\", alpha = 0.5, label = \"%i\" %r)\n", " \n", " # Save bottom value\n", " bottom_val[i] = np.min(Alr)\n", "\n", "# Finsh plot\n", "plt.plot(lamhr[m], Ahr[m], c = \"k\")\n", "plt.xlim(lammin, lammax)\n", "plt.legend(fontsize = 12, title = r\"$\\lambda / \\Delta \\lambda$\")\n", "plt.xlabel(r\"Wavelength [$\\mu$m]\")\n", "plt.ylabel(\"Geometric Albedo\")\n", "plt.title(r\"Earth's O$_2$ A-Band\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now compare the bottom value in low-res spectra to the bottom of the high-res spectrum. " ] }, { "cell_type": "code", "execution_count": 68, "metadata": {}, "outputs": [ { "data": { "image/png": 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H22fCKj83GK/DhmWulrw3/BztXcqPopvswszUiXtn0e/ecn5/Ut+6zHAcfd9KxtV1LH0cMxv31fHsD9E+gXQ3umPwp4kD0X0zzJzHVgAAwBb7atMFAAAAAABPy8zdzDyJiM8R8S6GCwXuRsRFZn6qoZvJyMw3mfk5Ii6iC/YMEdjdKpl5WI/pWSwftn8TEZ9rJ/itU4/l79GFvNdxbu5GF1z/PTMvauhvjvrcp+Yc/mret6nd2+mnXust7/HJkpvqM+HpuyW3xcjcGZd+in734dNSytFAZT3KOLpNZu7fGUvPZtxX3/9P0d23lhkPHdZ1/J6Z72sHdwAAgFkRKAcAAACAkaoBiLPoAjCtnUBXYS8iPtUOhaN2L6g7ufDOGGXmTmZeRP+uoy3e1YDz1oRwapjqLDY3yeG2a/8cveyx7OfBqti8Ph1g3SfnrfVa/3mZjdQOzK0TGXamMJ7geXXMdRGLjUvfrrszuXF0mzruO4suSD7EuO/TpsZ9mfkuuvd/1RPr3kUXLD/ZpjEtAAAwfwLlAAAAADBC9WvZP0fXDW8TdqLrsrjOAE6ze6FnQY4VqeGnf8fynSmfsh/9uttOVg1ovdt0HdF1kZ2jPsG3PqHrqREo51ZLN/DLUsoqOvb3CaXPdVLLrNVA9psamv09FvvGkuuIeFlKOV19hY8zjm5Tv9Xg3zHscdqLiF8GXP+D6hhs6A7pb6ILlo9hrAcAALC0rzddAAAAAAAwaieZGesOAj2lhp4FyVeshp5O1rS5/cw8WXe30nWqnck3FWS779dNFzCQPuHo3warYvP+02PZPl3dmZD62djyubiqCT0n0d71eSz3wjnaycxFJ4rsRMSLe79fRsTrWL6j801E/FhK+bDkeqZudOPoWzV0v64JfnvrHPfVSafr7BD/PjMPIuJojdsEAABYOYFyAAAAAMZuLzPLpot4xk0p5ZtVr3PF61omfH2Smb+WUq5WVdCiagfAobsNbp01h8lvvcnMi1LK+Zq3O7ga7FymW+Xt9b+SSRNjuHYH0idEucp76tj02TcdyuerNcjYp7P4o0opV5nZPL7IzMM53u9H4E20B/vX5UMp5XjDNRhHP2HNYfJbbzLz09Dh+sw8ifWGyW/dfsvPnCewAQAAM/fVpgsAAAAAAB503XP5q4j4EF2g7FVEfFNKyfrzx7/rcx+if9Dml8zcaEdwYfJh1FDRusPkt+b6fvYJad1ExGl01+43d67Zu9ftN9F1jb3tfnka3TXfou+9ZEr63JPmHPDqs2++2WG+vmtY5rKUssqgbZ9w+my/kYKI6D7LPkT3ObbpMHmEcfSj7nzTzyYMem7U/1bY5ASLnTBxCwAAmDAdygEAAABgnFoCgucR8bFPx8/aHfEqIo4z8320d1HeiYifYkNf5b7CMPlNRHy+/2Ap5aCxjtZj9rKUMoUg7348H7w5j4iP0YWzrkspN5m5G9058SK6kPNhLBag2Z1b19p6rraGxj5ExI/PBTzr8zfxJSD3x/GqwbCj6MKkD213NB1RgWHU+0DLfWfVIdKTaA9v7mfmzooD7WzeeUSclFIuN13IPcbRDzuI58fTkxz31QmSy/63wlVEXEbERXT7/9ud/b/9OYrNdEAHAAAYXJYy9m8LBgAAAGBuNvQ160O6KaV8s+qVZuZj/+NdUwi1cRv70YUmWr2qYZqlPbF/dx1FF6TtU+Oty+jOs1+jBmIWWMefTCVQXoMvfwnO93QaEe9b96Nu8yT6h2yuSimv+hY3Vpn5OdpCVkerDlTVe+sPEbF35+HjUsqHVW5nLBrvIRERUTvLzlLP+/isrjc6mXkWXcDzOd+sOtCdmb9H+ySat6WU01Vuf44ycy8iPm26jmecllJG3XV+7uPoe3Wsatx33Hpcxjbu63kvuusmIn6M7pxu3fed6CbT/LDgNiMGuB8DAAAs66tNFwAAAAAAPOp+yOA0uvBBc9jjObWjZFN37moVXcL7+Db6BXWuIuKglJKllINSymkp5Upgo7e3pZS3fULxpZTr2um9b8BsrwZzJu9OB8vnfBiiO2cp5byGtF5FN6EiYqYdyudyzmyA4zZPLWHyy4E+C/sExDfdnZnVeZOZJTMvMvNdDcGPjXF0u9txX/NxuTPu63tdr3zcVyd8LrLO41LKN6WUDz33/aZO1nsVMx1nAQAA20mgHAAAAADG6zbMexldAKZX0KNVDcO0BsL21xwaaukGHvElSP6q7g+LO1qmg2x9bd9wUd/ulmPVEuq87YQ5mDqJ4iC6oNOvQ25rKmYeQJ/zvvGM+s0ELYb6ZpiPPZbdn/m1uI32owtJf8rM32u4fCzvsXF0m4Mlx33nscFxX53M1/rfC7euo+sWv9Q3uNRQ/avout4DAABMnkA5AAAAAIzXdXQdAw+G7rBdSnkbf+3k+Jjvh6xlAW8FyVfmdBWds+s6+oRr+nT3HLOXDcsM1SX4L3Tnh63Q+q0QPw+x8VLKVbSPHyIi3gxRB6OwE124/PfMPBtBcNo4+nkfVjF+XmDct8pj0HeyzGUp5WW9d61EKeU4+n1bAwAAwCgJlAMAAADASJVSluoUvYDWbbV2Qx3aTXTdBQU4VuO6BqJWpU8X7tcr3O4mtezH9fOL8JwFwoEvBilkHPrsmwkGM1I7Qbd0+h16Ikufz+ExhWkZzmF0XcsvagfptTOOftZ1DUKvSp9x30rOiTppoc/EhdtvcFm5OoY2uRUAAJi0rzddAAAAAAA84zrm07147E6i7SvjdzNzZ8Odj68i4p+6L6/UKkNFUUq5yczzaAtObSRsNoCdhmU+D14FsC2+a1zuZNAqIj5G2/ghImIvM3dLKSbXrMaHVYWC6wSFF9F9Ju/U399GN2mh5fPtIfsR8TkzV1bniE1pHB3R/u0GTeq47zTavoVgVeO+PvtwExH/XNF2H1RKOcjMMuQ2AAAAhiRQDgAAAMDY3QgdrUcp5Tozr6Mt5PFdbO6r3W9CmHzVrksp5wOs92O0BcoXDapN0ctNF7CldmO+3eH7nFO/DVZFVbsR70V3zF/W3zfRHf//1N9XPttX4qhxuUG75pZSrnqMHyK6z4UPA5bEAuq46vZa/ZN6Xe9Hd861dMW/711mHkbEUSnlaqlCR2pC4+iIbtw3xH3hItoC5asa97Vs65b/dgAAAHiGQDkAAAAAcNdVtAVhNhmKFQhZvaG61zaHxraoY+3epguYkZtoD6XNpQv+Q/oE8wa5d9aw6WF03WKbjnUNXl5GxNlAwcZZq92kW4K9l2v6zDyP9i7lb0OgfFLq5/NpRJzWc++H6MK8fe4/uxHxKTOPBprENgZTGEdHRLwfaL3N9/Jlx32Z2SdMfjrXiQwAAACr9NWmCwAAAAAARuVfjcttqqP0bDtbbtggwa4tCYjf1RLa3K9hPJbX5/ya8zHvE5ZfeYfyzHwfEZ+jCyj2qWU3ukDqRWZ+qt2LadcaphxqwtB9H3ssu5uZJtdMVCnlppRyXEr5JrrJAX0nLJxlZuvkg6kZ+zj61s9DrHTNEz7f9lj2eLAqAAAAZkSgHAAAAAC4qzWguYluv1cz7mi5SdcjCX5vOly1Cq3H8adBq9gefc7bTXeDHVKf+/HnVW00M/cz83P8uSv1ZXQhv1cR8U0pJSPim/r323i8e+1edCHTT7XbOc/7vmWhdX1u1slefa7JpvoZt1LKaUT8Pbru5X28z8x1TXZYpzGPo29dj+SbfhYe99WJea2TUk5Hsr8AAACjJ1AOAAAAANzVGrh4MWgVD9NdcBiPBTxXZZtCPK2dSQ9rV2eW0ye8OueQcp99W8nkkdpN/OLOts8j4mUp5aCUclpKuboN8NVuxlf18YPoAuaPhZz3IuKzbuVPq6H7ljDluidh9dlea4d1Rq5e47cTSfrcY97MsFP5mMfRt4a+L6xj3LffY1njLQAAgEYC5QAAAADAXb81LrfubtKXpZShg8/b6tPA6289p+agzzn6LjMvMrO1wyZ/1afb9uvBqtigBbp5Lx0oz8w3EXFW/7yJiINSylHrNx3U8OlRRBzE48HDM5MuntQauP84aBXLbW/H/W9eapf6vqHy9zObQDLWcfRdK/umikesY9z3beNyY/kWHgAAgEkQKAcAAAAApkCwcDiCNitSw3R9jud+RHyqwfI+3Tbp9DnWO5m5yQDfUPoGcpe63ut5elL/vImIV4tO9qmv++cTi7yr4XX+6m3LQqWUtXYoX+Ae2LQfTEedMPIyIq56vOxsgckxLO7XTRewAq1jJpNRAQAAehAoBwAAAABGT3fyQc0hWDQmi0x+2I+Ii8wsmfkpM08y81DA7ll9z905Hs8++3RdSnmsI/izaiD/bmfyV8t2fr3T0fgxJyZb/Fm9L7S872sNky+43e8Gq4KNKqW8in5h3rPnF2FF5jCRsHUylfMKAACgh683XQAAAAAAwDM2FYrbCssETPmrUsppZh7H4uHlvfrzJiIiM2+iC05fRcSFyRVflFJu6vFp7Ty+H/265k7BQY9ll933n+LLsT5aNkx+q5RylZkfIuLdI4ucZebf3av+0NrVeyczHzumQ+rzTQA7mbnvvjZbRxHx72g7J/Yy83DdXfW30dTvpX0m27m3AAAA9CNQDgAAAACM3cWmC4CejiLi04rWtRNdEHo/It5lZkTX9fUsIi5XFeqdsF+jOzYtvh2ykA153WPZfy26kczci4jD+ufpqkN6pZTjzDyMhydi7ETX+b81SD13bxqXu71vjN3b6NfJmomok36Oon0c9z5MIuR5rYHybR8fAQAA9CZQDgAAAACMnaDZcCbdpXKsasfl4+jCcUP4IyiamZcRcVxKmVvn7VYX0R6anUK4tlnt0tqnG/Qy99K75/LxEut5ykk8fs28ycz32z6Bogb7+7znU3D4/CJPy8z30X2zwyad6K79V6WUy8w8jbaJELuZ+aaUcjp0XVtsDuO+1nvgVn9eAAAALEKgHAAAAABmLDN3ouvkd/vzsv5+URe5DWW8iJGG1LY9QMg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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 1002, "width": 1482 } }, "output_type": "display_data" } ], "source": [ "# Create resolution array to loop over\n", "Nres = 100\n", "R = np.linspace(1,1000, Nres)\n", "\n", "# Array to store bottom-of-band albedos \n", "bottom_val = np.zeros(len(R))\n", "\n", "# Loop over R\n", "for i, r in enumerate(R): \n", " \n", " # Construct new low-res wavelength grid\n", " wl, dwl = cg.noise_routines.construct_lam(lammin, lammax, r)\n", " \n", " # Down-bin flux to low-res\n", " Alr = cg.downbin_spec(Ahr, lamhr, wl, dlam=dwl) \n", " \n", " # Save bottom value\n", " bottom_val[i] = np.min(Alr)\n", "\n", "# Make plot\n", "plt.plot(R, bottom_val);\n", "plt.xlabel(r\"Resolving Power ($\\lambda / \\Delta \\lambda$)\")\n", "plt.ylabel(\"Bottom of the Band Albedo\")\n", "plt.title(r\"Earth's O$_2$ A-Band\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The oscillations in the above plot are the result of non-optimal placement of the resolution element relative to the oxygen A-band central wavelength. We can do better than this by iterating over different minimum wavelength positions. " ] }, { "cell_type": "code", "execution_count": 183, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 1002, "width": 1482 } }, "output_type": "display_data" } ], "source": [ "# Create resolution array to loop over\n", "Nres = 100\n", "R = np.linspace(2,1000, Nres)\n", "\n", "# Set number of initial positions\n", "Ntest = 20\n", "\n", "# Arrays to save quantities\n", "bottom_vals = np.nan*np.zeros([len(R), Ntest])\n", "best = np.nan*np.zeros(len(R), dtype=int)\n", "Alrs = []\n", "lams = []\n", "\n", "# Loop over R\n", "for i, r in enumerate(R): \n", " \n", " # Set grid of minimum wavelengths to iterate over\n", " lammin_vals = np.linspace(lammin - 1.0*0.76/r, lammin, Ntest)\n", " \n", " # Loop over minimum wavelengths to adjust bin centers\n", " for j, lmin in enumerate(lammin_vals):\n", "\n", " # Construct new low-res wavelength grid\n", " wl, dwl = cg.noise_routines.construct_lam(lmin, lammax, r)\n", " \n", " # Down-bin flux to low-res\n", " Alr = cg.downbin_spec(Ahr, lamhr, wl, dlam=dwl) \n", " \n", " # Keep track of the minimum\n", " if ~np.isfinite(best[i]) or (np.nansum(np.min(Alr) < bottom_vals[i,:]) > 0):\n", " best[i] = j\n", " \n", " # Save quantities\n", " bottom_vals[i,j] = np.min(Alr)\n", " Alrs.append(Alr)\n", " lams.append(wl)\n", " \n", "# Reshape saved arrays\n", "Alrs = np.array(Alrs).reshape((Ntest, Nres), order = 'F')\n", "lams = np.array(lams).reshape((Ntest, Nres), order = 'F')\n", "best = np.array(best, dtype=int)\n", "\n", "# Plot the global minimum \n", "plt.plot(R, np.min(bottom_vals, axis = 1));\n", "plt.xlabel(r\"Resolving Power ($\\lambda / \\Delta \\lambda$)\")\n", "plt.ylabel(\"Bottom of the Band Albedo\")\n", "plt.title(r\"Earth's O$_2$ A-Band\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the above plot we are looking at the minimum albedo of the oxygen A-band *after optimizing the central band location*, and we can see that the pesky oscillations are now gone. \n", "At low resolution the above curve quickly decays as less and less continuum is mixed into the band measurement, while at high resolution the curve asymptotes to the true minimum of the band. \n", "\n", "Essentially what we have done is ensure that, when possible, the oxygen band is not split between multiple spectral elements. This can be seen in the following plot, which samples a few of the optimal solutions. It doesn't look too different from the first version of this plot, but it does more efficiently sample the band shape (note that the lower resolution spectra have deeper bottoms and more tightly capture the band wings). " ] }, { "cell_type": "code", "execution_count": 186, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 1001, "width": 1513 } }, "output_type": "display_data" } ], "source": [ "# Get some log-spaced indices so we're not plotting all R\n", "iz = np.array(np.logspace(np.log10(1), np.log10(100), 10).round(), dtype=int) - 1\n", "\n", "# Loop over R\n", "for i, r in enumerate(R):\n", " \n", " # Plot some of the resolutions\n", " if i in iz:\n", " plt.plot(b[best[i], i], a[best[i], i], ls = \"steps-mid\", alpha = 0.5, label = \"%i\" %r)\n", " plt.xlim(lammin, lammax)\n", "\n", "# Finsh plot\n", "plt.plot(lamhr[m], Ahr[m], c = \"k\")\n", "plt.legend(fontsize = 12, title = r\"$\\lambda / \\Delta \\lambda$\")\n", "plt.xlabel(r\"Wavelength [$\\mu$m]\")\n", "plt.ylabel(\"Geometric Albedo\")\n", "plt.title(r\"Earth's O$_2$ A-Band\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As you can see, much can be done with the simple re-binning functions, but the true utility of the `coronagraph` model comes from the noise calculations. Please refer to the other tutorials and examples for more details! " ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.8" } }, "nbformat": 4, "nbformat_minor": 2 }