{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Creating a stream vector shapefile\n", "\n", "pyGSFLOW includes capabilities for converting a discretized `SFR` stream network to a vector based shapefile. The attribute tabble of this shapefile contains information on each vector's connectivity and can be used to parameterize MODSIM models.\n", "\n", "The `Modsim` class in pyGSFLOW calculates stream segment connectivity to other segments and to lakes parameterized in the `LAK` package." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# start with importing our packages\n", "import os\n", "import sys\n", "import flopy as fp\n", "import gsflow \n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import shapefile\n", "import pandas as pd" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# define our model workspace and spatial information\n", "ws = os.path.abspath(os.path.dirname(sys.argv[0]))\n", "model_ws = os.path.join(\"data\", \"sagehen\", \"gsflow\")\n", "\n", "xll = 438979.0\n", "yll = 3793007.75\n", "angrot = 4" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading a GSFLOW model\n", "\n", "Our first step is to load a GSFLOW model using pyGSFLOW. If the `model_mode` parameter is set to `MODSIM-GSFLOW` or `GSFLOW-MODSIM` within the control file, pyGSFLOW will automatically create a stream vector shapefile when the model is written to disk. If the `model_mode` parameter in the GSFLOW control file is `GSFLOW` or `MODFLOW` the user can still create a stream vector shapefile. This example outlines how to create a shapefile in the second case (`model_mode`= `GSFLOW` or `MODFLOW`)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Control file is loaded\n", "Working on loading PRMS model ...\n", "Prms model loading ...\n", "------------------------------------\n", "Reading parameter file : saghen_new_par_0.params\n", "------------------------------------\n", "Warning: ncascade data type will be infered from data supplied\n", "Warning: ncascdgw data type will be infered from data supplied\n", "Warning: ndays data type will be infered from data supplied\n", "Warning: ndepl data type will be infered from data supplied\n", "Warning: ndeplval data type will be infered from data supplied\n", "Warning: nevap data type will be infered from data supplied\n", "Warning: ngw data type will be infered from data supplied\n", "Warning: ngwcell data type will be infered from data supplied\n", "Warning: nhru data type will be infered from data supplied\n", "Warning: nhrucell data type will be infered from data supplied\n", "Warning: nlake data type will be infered from data supplied\n", "Warning: nlake_hrus data type will be infered from data supplied\n", "Warning: nmonths data type will be infered from data supplied\n", "Warning: nobs data type will be infered from data supplied\n", "Warning: nrain data type will be infered from data supplied\n", "Warning: nreach data type will be infered from data supplied\n", "Warning: nsegment data type will be infered from data supplied\n", "Warning: nsnow data type will be infered from data supplied\n", "Warning: nsol data type will be infered from data supplied\n", "Warning: nssr data type will be infered from data supplied\n", "Warning: nsub data type will be infered from data supplied\n", "Warning: ntemp data type will be infered from data supplied\n", "Warning: one data type will be infered from data supplied\n", "------------------------------------\n", "Reading parameter file : saghen_new_par_1.params\n", "------------------------------------\n", "------------------------------------\n", "Reading parameter file : saghen_new_par_2.params\n", "------------------------------------\n", "------------------------------------\n", "Reading parameter file : saghen_new_par_3.params\n", "------------------------------------\n", "PRMS model loaded ...\n", "Working on loading MODFLOW files ....\n", " loading iuzfbnd array...\n", " loading irunbnd array...\n", " loading vks array...\n", " loading eps array...\n", " loading thts array...\n", "stress period 1:\n", " loading finf array...\n", "stress period 2:\n", "MODFLOW files are loaded ... \n" ] } ], "source": [ "# load the model\n", "gsf = gsflow.GsflowModel.load_from_file(os.path.join(model_ws, 'saghen_new_cont.control'))\n", "\n", "# set model grid coordinate info\n", "gsf.mf.modelgrid.set_coord_info(xll, yll, 4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot the stream network from SFR first, just to examine it." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "rch = gsf.mf.sfr.reach_data\n", "\n", "# set up an array of iseg numbers to visualize connectivity\n", "arr = np.zeros((1, gsf.mf.nrow, gsf.mf.ncol), dtype='int')\n", "for rec in rch:\n", " arr[0, rec.i, rec.j] = rec.iseg\n", "\n", "# use flopy to plot the SFR segments\n", "fig = plt.figure(figsize=(12, 12))\n", "pmv = fp.plot.PlotMapView(model=gsf.mf)\n", "collection = pmv.plot_array(arr, masked_values=[0,], cmap='plasma')\n", "pmv.plot_inactive()\n", "pmv.plot_grid(lw=0.25)\n", "plt.colorbar(collection, shrink=0.75);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating a `Modsim` instance using a `GsflowModel` object\n", "\n", "creating a MODSIM instance is as easy as passing a `GsflowModel` object to the `Modsim` class." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# creating a MODSIM instance is as easy as \n", "modsim = gsflow.modsim.Modsim(gsf)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Exporting a vector shapefile from `Modsim`\n", "\n", "The `Modsim` instance has a built in method `write_modsim_shapefile()` that is used to write a stream vector shapefiles. The `write_modsim_shapefile` has a number of parameters that can be used:\n", "\n", " - `shp`: is a string defining the output shapefile's name\n", " - `proj4` : proj4 is an optional parameter that can be used to define the shapefile's projection information\n", " - `flag_spillway` : an optional parameter that can be used to determine spillways in the streamflow network. There are methods that have been implemented \n", " + `\"elev\"` : elevation method which flags based on streambed elevation rules\n", " + `\"flow\"` : flag spillways based on flow rules\n", " + list of segments : the user can provide a list of segments that are known spillways to be flagged\n", " - `nearest` : boolean value that determines if LAK topology will connect to the nearest reach in a segment or the the begining/end of that segment." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "modsim.py:361: UserWarning: Please provide a valid proj4 or epsg code to flopy'smodel grid: Skipping writing sagehen_vectors.prj\n" ] } ], "source": [ "shp_file = os.path.join(ws, \"data\", \"temp\", \"sagehen_vectors.shp\")\n", "modsim.write_modsim_shapefile(shp_file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Checking the attribute table\n", "\n", "Now that the shapefile has been created it can be loaded into GIS software and analyzed. Note: In this example I did not define a projection, and would then need to assign it using my GIS software's tools. \n", "\n", "We can also use pyshp to load the shapefile and inspect it in python." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " ISEG IUPSEG OUTSEG SPILL_FLG\n", "0 1 0 13 0\n", "1 2 0 9 0\n", "2 3 0 4 0\n", "3 4 0 9 0\n", "4 5 0 3 0\n", "5 6 0 4 0\n", "6 7 0 5 0\n", "7 8 0 3 0\n", "8 9 0 12 0\n", "9 10 0 5 0\n", "10 11 0 12 0\n", "11 12 0 13 0\n", "12 13 0 14 0\n", "13 14 0 0 0\n", "14 15 0 14 0" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "attr = []\n", "shps = {}\n", "with shapefile.Reader(shp_file) as r:\n", " fields = [f[0] for i, f in enumerate(r.fields) if i > 0]\n", " for ix, shape in enumerate(r.shapes()):\n", " feat = shape.__geo_interface__\n", " xy = np.array(feat['coordinates']).T\n", " shps[ix] = xy\n", " rec = [i for i in r.record(ix)]\n", " attr.append(rec)\n", "\n", "df = pd.DataFrame(attr, columns=fields)\n", "df" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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TYLS+4rlOXcO9Xg97e3u+rKiqFHx5eYl2u71wI+FCoTDzmtwkIgIXIUKECFMguulnMhlpCS6bzfoeNJxzxGIx5HI57O3t+aJ8U7YV7XbbWLmn0+lo67p0CQyRFS+BI4KwsrLimuUSgjRMRBBEN33LsvDgwQM8ffpU+j6dLM1t0XWFher3aLfbWFlZmTDLJVIeRiNGWeHLy0s8e/YMp6enSr2iKtBQdRnLsCwjYVOBybIREbgIESLcG5Au5vXXX4fjOIjH42CMSYX5xWJR6qZfLBa1bCvi8Tjq9bqREk2v11uorgt4SSTmsdmg7JdqsHksFkO5XEYul5vYTiXUy8tL1yxXhGx9e72e6zUmYpY1UZUkZ9F16YKsR8KCMYZkMolyueya5RIqlQri8bj0vG40Gm5X6snJidsMAahJreq8vksNJxSYeK/D227WG4SIwEWIEOFOweumL1oThLWtoE4+cojf3d31vSfIR0yG26Trmncf5XIZZ2dnPjd9VZbGq2GisuTp6SmePXsmJRKDwUBJDHRKqzel65oVNAie1iQWi7lrvLq6Kh0SL1t3zjlSqRT6/b6PwJ6dnWEwGCjLgrLzXRdBA+J1MRgMFh6Y9Pt9rKysoNfr+Walqs5rWZPEbUJE4CJEiHAjoLLX5uYmHMfxkZxYLAbbtqURfrFYBACfm35QSfLJkycL96YypetSlcBarZZv6Pk0WJaFbDbrkgR6IJJgP0jDRGT34uLCJQiy9VVpmGjA+G3WdYlQeZh1u12fftELsSyZTCaVpKBQKCCbzbrnNTWdXF9f4/DwUFuYL/veJnVdqjWhjlYToGtnWqmUso6pVEqZmVOtOzD6jZ4+fepqSkWoGn1uMyICFyFChLkQ1k1fZlvRarVQr9fxqU99yveeIA3T9va2lqN7u91euIap3W5LdV2mYNs2bNvG+vo6UqlUaNuKSqWC8/NzXF9f4/j42M0QttttnJ6eKtdE5S+mA1qTRRI40nWZ+qxCoQDGmK/pZJpGjMqS5IWnsq3IZDJIp9PShhMTzRDAYhpOTJZKRbPcVCqFdDoNx3GkHc7iuosjus7OzrSCNQDY2tpa6D1g2YgIXIQIEZRu+irbCsYY8vm8KxgX3fQ3Nze1bCtUUbxpXZeqvGoKYeYwihkEsq2QQaZhmuamD6izNEdHR9LjNaXrCtKO6ei6gkBZsDAaplgsBsdxUCgUsLGx4StLqtY9nU6j1+thf38fh4eHvrKsCduKdrttTNcVtCamEGSuHIvFkM/n3WYI+h2mkV3SlJIOj3Ou3XCi0leqzJUBfduV246IwEWI8BYCeYE9ePDAJ2wG1LYVtVoNz58/97npb25uYmdnx6frAoLLlTpYlq6rUqkYm8OYSCQmSmaim77Ms0u0raAMwuHhIWzblq5hkIZJ5aavi0XqurzbZ4Xopl8ul1EqlaTZPJWbfrfbxYsXL6QaPFUwUavVjJQeVUbCg8HAeMOJKsgKi2QyiWw2i9XVVZ+kIBaLoVQqSQ2WS6USTk5OXLNc8byUrW+/35faiAC4VU04dwURgYsQ4RZCdNNXCWlVthVBbvpBpEs288+0X5cMs+i6VAjSMMm0bolEAul0GvV6PbSwuVgswnEcnJychHbTD9ouwzI0TGF0XWFBD02Vhknmph/GtkJ00z8/P0ehUMDe3p70fapypYy8LUvXtYzApFQq4ezszOeFF3Z0FHnhDQYDnJycSDOyQfeNZrOpdbyqNTGVNWy32yiXy8aCtXmDkEUiInARIiwIVJZstVp4+9vfPtVNX7StEN308/k8/vzP/9z3+kajgZOTE2mkaaorT+XXZRLzapioLOk4DrLZLF5//XXp+qrc9GOxmDSDAMhJQTabheM40rKkKZjUMInD0OeBZVlIJpOoVCquWS7BcRwkk0mphqler7tZR6+bvg7ZZYwZ07otQtcl20c2m9UmcKJZLmkdgxpOKPjweuHF43Gt9TWZGVRh1jWRQUXCwzYmiRn0oIaTdruNTCYz9/EuAhGBixBhCoLc9FUlyWKxiIuLC/eGGsZNX7VdVr4EllMqoPFJJtDtdqVzGOlGLHPTD5tFoHXe29vDcDhUlgVVZTOdB/lN6bpmhVfD5HXTl0G27sPh0C3XkfaRYFkW1tfX8ezZM+nnqbJmMtADWGYkvKg1WQSGwyEqlYp7XosIOq9Fs1zywmu328pgDdDL7qqwrGDNpOE0ratodQOEy+6S1c3JyQkcx1EGa9vb28YmnJhGROAi3BsMBgO0221sb2+7Jq5eqMqSpVIJw+HQN/RYRbrK5TJ6vd6d0nXJNEz9fl+7fECTB0jYTFF9LpcL1DCRbqndbk8QBJ0sAmmYTOm6VBomUyWVIA3TNFBZ0nEcOI6jfGjF43EUi0VXwyQSBF3bCvqNbruRcJh9yDRdXjDG3KCiWq1KMz7ValV67XQ6HcRiMZ9ZLkG17rKh9dTNq7MmuiVJk8EalaLDmiuTF16tVpuwugHUZCyTyaBSqeDo6MgNkMX9mZIymArWFoGpBI4x5gD4bQDJ8et/jnP+XYyxdwB4HwAHQB/Af8o5/1fj93wHgG8CMADwX3LOf328/QsB/CSAFIBfA/BtnHPOGEsC+CkAXwjgGMB7OOePx+/5BgDfOT6c7+Wcv3+8/SGADwIoA/hjAF/POb9702gjaEN006eMmKxcWCgUJko69PDJZDKu8NYLFSFjjGkN8b5JXdcsoJKSSK5Ev6WwA74BuPoTr5t+KpVCPp/H/v6+9H2qDjQZbpM31Tyg8jE9wMRjn5ZFEDMI3W4Xw+FQu+Fk1hFYyzASNhWYWJbl2oKIXniNRkN6rogD7cnqhjJgjx498r3+/PxcGazJMomzwOSaqBpOqOliHlBZMpPJ4PXXX5dm82Tn9WAwgG3buL6+RrPZ9B2b7Ny1bRvValV5P9HBoppwFo0wv1YHwLs555eMsQSAjzHGPgzgewD8fc75hxlj/y6A/xHAlzPGPgfAewF8LoA1AL/BGHsb53wA4EcBfAuA38eIwH0lgA9jRPZOOOevMcbeC+AHALyHMVYG8F0A3gmAA/gEY+yXOOcn49f8MOf8g4yx940/40eNrEqEhUPlpp9IJDAYDKQPIZWbvq5tBWmYFgnT3lSzepiJGYQgrQcRYZGkEkE4Pz9X+iqpotnj42Pp9zC5JsvQMIWdw0gErFAoYHNz05dlUK07ZXebzeaEWS5BJ4tAa7LohpNMJmOMwOlqmOLxOAqFwoTVDRDccJJOp3F1deWa5YpeeDrrq7KtMBmsAfprMgsJDzJX9lrd2LYdWspAVjcHBwdIJpNKciVbX8uypMd0G5pwbiumEjg+WjX6Vonx//j4f5SDLgCgFravAvBBznkHwCPG2KcB/EXG2GMAec757wEAY+ynAPwNjAjcVwH47vH7fw7Aj7DRlfkVAD7COW+O3/MRAF/JGPsggHcD+Nrxe94/fn9E4JYM0U2fMgjihZbJZKQXZa1Wc0sFzWbTLTGQiaYs0lS5vetiGaUC03qdbDY7oV0S3fRlEG0riOyen58jkUhIb56xWAxra2tSDZOubcVN6LpEzLMPUdhMJR2ZgNm77tR00ul0pFmwTqfjmxohHq+Jrry7omEigmDbNra2tqSvCRKVHx8fT1jdEFTBWjKZlAYUpnBbgjUvGGPIZDI+q5ughpNGozFhdSNKRnQbTjY3N7WPV4bbFqzdJoTKlzLGYgA+AeA1AP+Qc/4HjLH/CsCvM8Z+EIAF4C+PX76OUYaNsDPe1hv/27ud3vMMADjnfcbYGYCKuN3zngqAU855X/JZEWaA6KafzWalD49kMulmzgjT3PSD2s9l8/hM6roWWSog6M5htG0bmUwGjUYjtLA5Ho8jl8vh2bNnvgwCoHdjXUapYB5dl84+gh6aYtaRonTV+tZqNXdNRDf9/f19cM611jebzUqzx8vSdU0zEg6LXq83dTYlmeWK2d0wpXYiCFdXV+h2u0qBuGrddfSNy2zCMQGZuTJ54ZVKJem+vHNoCbVazc08ilY3QcEaoDeB46aDNVNotVpoNBro9Xq++cqpVGph+50XoZ5i4/LnOxhjRQC/wBj7PIxKod/OOf95xthXA/g/APw1ALJfjQdsxwzvCfqsCTDGvmV8rNoRwV0Dkat6vR7KTV+0rej3+27Ulc1mpTfPIA1TOp2WmjMGHatuWlz3hjCtVDArxBJDoVBAsViUPlTq9bpvW7fbdTOM3gwC51zpsL+9vW3EtmIZpYJWq4VisailGZSBZqGurKwgmUxK3fRlGqZ6ve5mHb1u+rLz+uLiAt1u987purxEcdbARDTLJaubfD6PfD4vfWiq3PRjsZhUI/bo0SM8fPjQt73T6eCVV17RPl4ZTAZrQXNo57HnCTOBg0rEYsaQNL/X19fS+4OqMtHv96V6srdasCaCOn7z+TwePHjg++3FYE0EVX+Ojo58Vje3eR6q1pnNOT9ljP0WRtq1bwDwbeM/fQjA/z7+9w6ADeFtDzAqr+6M/+3dLr5nhzEWx6gk2xxv/3LPe34LwBGAImMsPs7CiZ/lPeYfA/BjAPDOd77T3HyRBcLrpm/btnvRqiIRKkkcHx/73PS3trakF7iusHlZpQLTkZuKwHkzCLFYLJTWQywxPH/+HMPhULq+qhurbdvS770sbyqTpQKVXkfMLooEQUZqAbVtBX2+jps+AC1hs0lvKkBfw6QL2XlNQYXKTT/ovBbNcsnqJpVKIZfL4eDgQPo+nU4+xpi0+5Bmu5oAldkWOXOVApN+vz9hdQOEkzKQpvT4+Ngdqq4K1mTrm8/ntcrq1Ll6F4I1YPJ693rhra6uKhtOvJ/RbrfR6/WkEx+CgjXdRrXbgDBdqDUAvTF5S2GUZfsBjAjTX8GIUL0bwJvjt/wSgA8wxn4IoyaG1wH8K875gDF2wRj7SwD+AMB/BOB/Fd7zDQB+D8DfBPDRcXfqrwP4fsYY9fH+dQDfMf7bvxi/9oPj9/6zOdZhISBdzCuvvIJ0Oi0lJkG2Ff1+39carbq4yTNL5qavi2WmxU1oPVTz+CzLQrValU4yaDQarq2It8QgW99ut+uzECHctVKB7hxGxtiEWS5ld8vlsrSkBKjd9A8ODrRKkrlcDrZtS8mbKZj0pppXwyR64dVqNem5JWs4oX1zzn0ZBIJq3Z8/fy79HqaCNcdx0Ol0fKUok3MppwVrXhBBWFlZmbC6AdQlSQBYWVnB48ePXbNckSDM0nByl4I1GaYFJqKmlIK6aRNOut2uzwuPMaa1vqqKkOlg7aYRJgO3CuD9Yx2cBeBnOee/whg7BfC/jDNmbYzLlJzzf8MY+1kA/y9G9iL/2bgECwDfipc2Ih8e/w8YlV//ybjhoYlRFys4503G2H8P4A/Hr/seamgA8HcBfJAx9r0A/u/xZxiHzE0/rG0FEbjBYIDBYCD19wmyrZDZXCxT17XItDg9NKn0KJYlVQRDdeHn83l31I7XTX84HCovfJUGRIZlrUkYb6owUM1hBOCusddNf1oWweumT+VAVVnQlG2Frq5LtQ9db6pZQFlUMUtDBCFMdld00282m8pgbXV1VXr+0gMwLJah66KgZBFaIrpnZDIZrK2tKYM1L/r9PhKJhM/qBhiREhUJBqDMSurAZLCm+p1mCdaCPr/RaCAWi/kyYUHaR6/VDV2bqmAtkUhojebShclg7TYgTBfqJwH8Bcn2j2Hk2yZ7z/cB+D7J9j8C8HmS7W0A/6His34cwI9Ltv85gL845fC970G5XJ4QNluWhXg8Lr1YybaCCBy1R29tbUlPwK2tLWVa3JS4eFG6Lu8+Zk2Le930KZqVrUmj0ZgooYhjYFQPf1lJ8uLiwr1RLAqmSwUyDZOOhxllEIrFotS2gjRM3o7EIDd9QC+LcJt1XTLMomFKJBIoFos+YbOKjCUSCbf06HXTB/TWt1gsGjNXVmFeXVcYpFKpQCd7r9WNbdvKUrtXw0TX/dHRkbLDGpCvbzwel3bs3jZd1zSogjVvYEJWN7oTODjniMViiMfj2N/fl54rOo1qKoQ1Vw6DZQRrtwH3ahLDJz/5SWQymYlSGLU762iYVFhWWlynVADolyo6nQ7S6bTUTX9aFkEUNp+dnaHX6+H8/Fy5Jv1E0mAAACAASURBVKoHlw7Im+omSwU6EP26vEO+w/otiV54MtuKdDqNbDYrzRZYlqVVQph35mAYzHJehwURBMdxUKlUpN89KLt7eHg4YXUDTG84kWXbdbGsYK1QKEiz/bPg/PzcJVV0Tg6HQ+zv708QIjGrQ53sb775ppsVfuWVV6T3hsvLS7Tb7YXrumhA/LwwEax5IZYlk8kkCoUCcrmc9B4rEmGqCF1fX2tP4CDJhAmif1uDNRFiRchUF/MicK8I3GAw8F2Ud63dud1uKw0lZQgSNgdpmCqVCs7OzqQlBt0szTLWxOR8Pd05jF6Xd3Een0rD1Gg0Jh52RBAAvfXN5XJS2wrTa2Lb9sItMKYRODGDENTJ59UwEUG4vLxUzjwE1OsuyzCa9OtSYZGkluBtOAFeEoRyuSw976dJGUqlEsrl8kSW0LIsaTffG2+8odXltwxdl8kJJypzZXIHKJVKExUhYHqQLFrdkLZQFaypkhAqmcGygrVlGE7n83lcXl5O3DN0G9Xa7TYuLi6M8gSTuFcEzrKshYqhF5UW95YY1tfXpSUU2YlJD11vBgEYPZg458pI04T55U2UCmZFLBYDYwzr6+vo9/uh3fRXVlZcv6Xz8/OpwmZqODGRpVmWrsukh5lM2ByLxVAulwM1TGIGgbqtVQ0nXvsQgk7wEwSTTTgq6AZrIrxu+pVKJbDhRHw4EUG4vLxUZhlVI6X6/b7U+FiFWTSRJnRdwGzBmhfUyV4oFLCxseG7L6fTaTdY8+4jk8lgb29Peq7qNkSYDmCXEZjoEDhVo5rqnswYc+2HRKuboEY11Xa6zm+jH9y9InCmGDTnfKa0uDeDECRszufzblo8rJs+oJ4ZJ3v4miwVzLomOqALf1r5TyQIYUuSwIgg9Pt9cM6VMyVV6y6Lfu9CqSDsPrzmykQQcrkc1tbWfHYQQaa5/X4fV1dXPi+8wWCgnR1THe8y1qRWq2mZyqowGAykgQltl7nph7GtIE3p4eGhW9JUXeuy9dWdwJFKpYwI/IHFB2vAZGDi9cILe98gyUi325Va3QQFa6pGNRWCgrXb6A4gA3Wyr6+vI5fL+f6uqlqUSiV3frXYqBbkDkAyh3nRarWwvr6+0OaKWXGvCJzuha+6KHq9ntviH9ZNn2wrxAxCkLA5nU4jk8kEin/nxW1Oi4u6JSox2LaNdDotLWmJ6y6WGPb29pQNEUEaJhl508UySmBUKphVwyR64dVqNeXr6vX6xLlCBGEwGCizXTepYTKl61KVlHq9npaHWSKRQDqdRr1en8ggACOilM1mpTKDarWKy8tLXwYB0JcymGzCkREpVYYPmH0smK7dg1dTCkxvOBEb1Ygg6NpWpFIp6Xc0Haw5jrPwwER0B5DB26gWVJkQA1jRC+/q6ko7WJMRKFqTRTec3NbO1XtF4ESIZUld24p4PI7BYIDd3V2fmz6gPgF1bCuWoesCzHuYeQkcEYRqtTqRQQDU60vCWzGD0Ov1wBjDxsaGMqrSydIsq1SwaBE6+XXJ3PTDZBFEL7ydnR2cnJxI10SlpdHNdC3Lm8obWM0K0VzZ64Wnk93t9XqIxWJSq5tMJoN0Oi0N1jjn2kFcGHPleUDaoHQ6beTzvBgOh/izP/szfMmXfAkKhYKPAAXdN7xWN4QnT55omebOSjgXHazlcjkjHmYys1yxLCkLTsRGNdExIB6PK4M1ImtelEol37ZZsIxgLWg60E3jXhG4eDyOtbU1AJMlBpVtBRCsYTLx8A8zc3BemNAwTZvHRxomb1p8MBi4RMmbQQDk69vr9XwGxsDLMq0JLEPDRFmPsBCFzTRwmlCpVJS+bo1Gw+1K9RIEnfPasqxbrevyYlbDaW8Gga5nGbwaJpEgJJNJrfVNJBLSLJtpXZdMMqFLSILQarWwubk5dbSb2Cktm4zBGHO3i78XEWXGmNRNH1Cf13t7e75tb5WGE5W5ctB8ZZUpcalUQjwex+np6dyNaircVBPOrFiGi4Rp3CsC1+/3pSeg6oGyDA0TiSMXPYeRukrFEoNt26GzCFRiuLi4wM7OjrQZRKVhisViWhmXZWmYppUKwsJrriwShEajIT1XVOuezWaxv7/vyyCcnZ0Faphkbvq6CNJ16WZqVRomk3MYu90uqtUq+v2+z00/6Lz2ZhDoGFXBWr1eN7K+y9Z1mQLdM0jSQMEarZdIDkUCRRmebDaLWq0mnYeaSCTcDLIXnU5Ha76yCssK1ubJKokVoUKhgNdee00ZrHmvxU6nA8aYzyyXIDuvm80m4vH4wk1zdYM1VaBBgcm804FIh16r1VwdOiGTyWBlZUX6LI4ycHcQy2p31h3twRhDOp2eyCAACDTNrdfrbmROxpez2FZQSfQ267pEzJMWF0sMQcLmQqGATCbjPiBELzyVmz6gXncZSTOpYTKl6woCXTthiDsRBNXNXrXulmUhkUjg2bNnvgxCkIejrAQfFKwtuwln3n3IzJUpq0VG5uJ3CtIwMcYmxs0RQRgMBlL7D8aYdLuKtJPFkKk1lmGRwZp3u06jmte2otVqod1u48WLF+h0Osr7n+y+oZLIqLAMdwCTwZrXXJka1RzH0ZqvPBgMYNs2rq+v0Ww2J35HCiZkwdptHWgfEbgAzNLurIN4PI5EIoHV1VVfBgEI7uQjfYGYQWi32zg9PdXSMOniJksFgH4piMZTkVdbGDd92u6dx6eyraAuQVlJybTlgQmIui5T8Frd5HI5OI4zteEEeOmmf3FxodQqybYzxrC1tWXk+rzNwZoIIgiFQkE6gQMYra/3XKEB9b1eDxcXF6FsK66urnB9fb3Qaz2VSuH8/NyIA79JDVM8HpfaVgQ1nOg2qqm2ky3JoptwTJFmKj3q6lq9Vjc0gUOWURMbToCXjWpnZ2fY39/XWl/G2ITRNMHkmiwLEYELQLvdDqVhEk9CFSmoVqu+yI0IQrvd1ratkAmbg0oFJpsVTAlQgzRMXhBByOfzWF9fl87jkyGdTmMwGGB/f1/qhWdC62FS12XCm2oaqGwvewhZloVsNjuRQQDC2VaIVje7u7t48OCBVsNJsViU/vbL0HXRmiySwImNSV43/bBSBiIIZ2dnODo6Uh6v6sGlQx5NB2uyc9ikNs2rYZpnvnKxWESz2cTZ2dmEpjSo4QTQa1RTYVFNOItCp9NBuVx2A7gwjWo0gYOyu1QRCko0bG1tGUlCqMyV7yIiAodR+SQWi03cVIkg1Ov1qRom0U1fJWwmk0tZVKVy09fFMksFs0IsMZRKJZRKJekDQuWm3+/3sb+/H1rYTGlxE/M6ZykV6JIuUxqmIGFzLBZDqVSSZj0qlQrOz899GQTVjbXX6yl/j9us65LtY5Z5xd4ZnsAoWAtqOLEsy+emr2tb0ev1kEwmF044TQVrtm1LS/SWZU0l4tRcMy1ITqfTbnUCmK9RjXMuvY+2223jDSfz6rqCQNdOGAI3rVFNte6ccxQKBTSbzdCNagCk95ObdEy4i7hXBE6lz6Bh1ScnJz43/aCIQLcj5zbousKCTnJVWlzmph/WtoJKDI8ePUI+n5d2jgXZVsgejIuYOeiFjq5rnn3QQ9NbYtCxraCHwvn5Ofb3933niso+AcDU7kLv8d6UrmsWULAmPmRisRiSySQqlQoYYz4yHmRbQVlH0QsvKFgD9O4bKiwjWOv3+8Y0TI7j4Pz8HLZtu1UHOidVA89l85VPTk4Qi8WUwVqtVsOLFy98f9PNkAeZK5sOTEx4mInXt3jPSKfTymBN1ah2fX0t9cjs9/vKruDt7W0j98XbHKzdRtwrAsc5l1742WwWjuNoPbh0EaTrmuWzTKTFg+bxUceZSsPkzSDMYlvBGAs0j9XBMtLirVYLmUxG+0YlmuVSiUFFCgC4Zq9eN33btrXWVwxCFgXT3lTzzGEUvfBUju6FQgHpdHqibDfNTR9Qn9cye4y3WrDmBc1XfvHihY98yIIxYHS87XYbDx48QC6XQ61Wc4kQ51waWAeZcN+mJpx59qGahKNqVAtjmksVoePjY+zu7gaWHmXrm8/npfeMZQRrJEcxFaxNc5FQzVf2fv/bOtD+XhE4FYJ0Xbpp21m9qXTgTYuLBEFFEmWdOkHz+CzLCtQwyaJcFZah61pGWrzf76NSqbg2IeKxT5vAIXby0X+fnJwoI01TWZpl6LpMBSYiUaPzeZqbvrjd66avG6xlMhkjs5JNB2uL8DATrW6KxSIymYyUSHjXndz0OeeoVCqwbdt3DW9tbfm2UUbdhFZ0GbquWYM1L6iTfWVlZcIslyCTOACjRjWaryw2qgHqhhNqOlkUZmnCUWHeYM0Lr6YUGJEub7BG+6vX6243NZkNB81Xvo2D7IF7RuA45wvRdYmYJy0edh6fV8MkEoSjoyNl1CqLwgaDAa6vrxfuTeU4jpG0uOpCCpsWDyNsljWcAC/LsTI3fUBvAsddKxWo5jCqSLhlWW5ZUswgAGoylslkUK1WcXR05GYQxOtIV8Mkw7KacJY1m9JrdRPWtkL0wnv27Bnq9bpWw4nXaJpA6+H9m8reaBbo6LpmhVfrNut85X6/j+Fw6M7snHe+sgrLCtZMTwcSz2tqVMvlcm6jmnjOEOmSkWDKOopWN8fHx8pgjTGm3RBh8ro2hXtH4HRKBbOA/HVIeCum9Kdd+N4MAjB6+MsuepWGSfcCW5aGSVUqUEF1oYjEUuamH8Y0d5qw+fz83LVb8ELlpq9CEJHwDoifFTJdF2DGcJoIQjqdxmuvvaa0T5AdEwUy3gwCIH9o2baNarWqLMPpYFFNOCJMapji8TgKhcKEphQYBWvFYhHHx8e+94gTOLxu+qqSukrDZCpYI2Klk0WZpdFnFtsRr9UNaeZk5wkwIgx0rogEwXEcrWCCym8mGtVUCOuYEAaqYC1sUB+mIpROp1GtVn33WJqvLJvEE0S6ZDpK08GayRK9KdwrAvf5n//52NnZCUXgqMSQz+fx4MGD0PP4ALhkRTTLJehc+LfVmyoIumnxWCyGXC43kUEA1OtLDzkSNXtLDDrrq7q4Teq6APmayLIUs4LOkyC7B++Q77BZBCIIzWYTtm0ryZVsfS3Lkq7hbdR1zboP0VxZJAiqQEq17vl8HsfHx1I3/SAN087OjtbxLjpYo2YwE2RCpWHinCOfz6Pb7frc9KfZVlADBRGEi4sLdLtd5XlqyjtzGbou053wAHyNakFZMGC0ZmLTiaoiRMGaTIrjOI7WFJ5lBWu1Ws2IkbpJ3CsCZ1kWNjc3kclkfH/zXvh0EvZ6PWnU2ul00Gw2lSUwEz/0XUqLJ5NJJBIJbGxsKM1FZTcSurGFnceXzWaRTCalGQlTuK0aJjIj9lrdUKY3SMMkWt3MMoGDMYbNzc25vwOwnJmD8xC4IGFzkIZJ9MI7OTnRWt/r62u02+2Fl9QzmYwxAqfydVN9B68tEFUcVOOcqLnK+3mim75odUPQsa24zbouGYK8+WT316BGNSK1stdnMhns7++7ATJJRoKyYLJ1HwwGb5lg7TZ2rt4rAgcAx8fHWjfWdDotLTksS8NkwqEcCDeH0Vti0NF6dDod9wF0eHgoLR2q1l2HjC2jVLBoDRMRhGKxKHXTD+o0I2GzaHUTi8WwtramNBHVaYi4iSacRYCkDJSlEZtOZMJ8xpi73eum3+v1AoM12frqeoUFrYlJA2eTGiZRx0TEtdvtSjtzAX+HKml+M5mMtPHhd37nd9DpdKTH/PDhQyMGw4vWdZkCSXJodNTFxUWgT5t4/yUyJqsIycgYBWs6jWoqLCtYS6fTRgicWBHyNp2YkhmYxL0jcKawrLT4LB5msnl8uVwO+Xw+UMPkddNPJBJaZNe2bVQqFSNiZfJb0ikV6IIemjrpehFhhM0yDRMRBN0JHIPBAMfHx3dG1xW0j7AZTmo6yeVyWFtbg23bE2QySMNUKpVwenrqc9MH9KUMdylY6/V6U4M1Lxhj7kg40U1fdV5ns1m8613vwi//8i+7QV+tVkMikVD6bQLymZLn5+dSkppKpYzcX4H5dV1hMK3hBJhsOlHZVojBhHiclA2zLEsrC8YYk2bn30rBmjdgmnW+cjabxdXVFc7Pz30Vods4DzUicCGwjLS4TOsW5KY/zbZCzCCQoDyXyyk7m3SyNEEapmWUCkyBHpqUpRFLDGGyj6IX3u7urtT8ElA3nGSzWS1h803oukToEnMxMPG66XvHodFny7JjJGz2Wt0AwMXFBTqdjnRNVG76urjNwZoXiUQCsVgMGxsbGA6Hod30xfnKXjd92bmbTCZRLpeNPNQsy5IGIappFrNg3mDNC6+mFHjZiCIGa6JtBfCyUe3i4gKHh4fKCRyDwUDpSahrxRLUSHWbgjUvRKsbx3ECgzWacEIQ5yvrNpxwzu/MlIaIwE2Bag5jWIhlSVVZJZVKYXV11Wf82e12wRjzmeUSdGwrbquuSwVdAkedT9VqdSKDAKgfWmQk/OTJE9csV7zB61z4d61UoMK0wITKXmT0HGRbQRNO2u32hG1FkJu+6oGmevia8usS938TwZoXs07g6PV66PV64JxjZ2dHS8qgmu+56DWhDE02mzXyeTJQsCbeY72NauI9g7JgskzUysoKOp2OGyCLBEgVrAWNSlMdr26wphtgBQVruggyVybjZ7EiBARPOKHPEhvV2u22suEECO4ADotZHBNuEhGBmwK6kPr9fmg3fa8WYZptBVlgyDrKbNvWIko3pesyBVEX8+DBA+lN3TsnFRhFrEQqvRkE8mCSRZqcc6VmRwc3VSqYFZxzrKysuGOkxO2qB1e9Xne7UimDEDSBI5fLwbbthTecqDRMuue76cBEzCCQ1Y0qWAMmpQyim75qvjIQ3HBiQsqwjGBtXgInSkZkQSrd+8hMl0BBhapRDVCX1M/Pz9/ywZoXYkUomUxOXF/FYlHp9VmpVHB2duaa5U5rVFNtv2nHhNuIe0fgLMtCPp+fKmwmxONx5PN5HB4eurolkSDonICFQmFhfl2EoFKBKSNNemiqylPeGZ62bYcaAQO8LDGcnp4qH1yq9v5YLCa94d32UoEXYRpOgEmCoBpJ5u00o5uWbdsYDofY39/3rYsqW8A5x/Pnz0N/D5OdW7PounRB2TEvWRHd9OmeMe2+0Wg0JrKOZHUTFKwBeqbE3W73TgVrqu/hOA6Oj49d0tput9397e3tSb+LeF6TZOTRo0d4+9vfjsPDQ+W1rtOopsIygjWvkfA8ELVu3ka11dVV5frKPkdVEcrlckgkEsqOYhNBnMmGk3a7rays3Taz3iDcOwJn2zbi8bjPTZ9zHqhhUnX46SCMX5eJfZiawwiMOpjogve66cvawOnGSjdjMfMlu3leXl6i3W4rNUwyzOJrZLJUINMwUeZzFnjd9AuFAnK53FTTXNFvqdlsatknJJNJlEolI6Q2zMzBeWHCw4yaTlQaIgrWvA8h0qfJrG4A+Xk9HA7x/PnzGwvWTKHVagUGa17QLM5ms+l2pdL1enh46JpOe7G7u+tm34vF4kSGR6aze+ONN6Tbr6+v3xLBGjVxqSCbryyrTAAjrW25XMbV1dVERejg4GCmRjUZmb/pJhxdhG1MEqcj5XI5I/s2iXtH4NrttjRKuI26rlkg07oRQSCBZljbikKhgMFggJOTk9Bu+oCcMKgQVCowFQktS8OkctMnATMRUm/2xuumf3R0hGw2q9VwEhSZ3qQ3lSm0WiNz5cvLS5+b/jQpA313ajo5Pz/HkydPtBpO4vG4lrB5WcFaoVAwEqx5NUwiQXjw4IEyWPOuFWMMV1dXWF1dxcrKCuLxuHu+k4ej6kG4trY29/d48eIFHj58aCRYoyYQma7LRMMJfdbKygoGg4H2fGXRc3AwGCgrExSsmZhwsugmHMC84bSsIpRIJFzzbC9U85XT6bSR4zGJe0fgVGi32wvTdYn7mGeYs3gSVioVafkE8JvmEkFotVpathX5fB7xeHzhXY+mSgVESrxRlU5JSTaPTwSJyumhKd7cC4UCjo6OfG76QY7uqoaI21gqCJpDq0vgLMuSCptVTu/0Nypdeb3wdLIIyWTyLRGsdTod6SB0EbL5yt5AAhhZriSTSTdzJRKEo6MjPHr0yPfZjx8/lmbBaFKCF7QepjIZKiPhaWsSFmEbk8LMV1aRMcuyYFkWPvnJTyKZTE4E16r1ffjwobIidFuacObdh2wSzizzlSl4FmeF0zmuCtYAPSnDTSIicGPolgqCEJQW9/oAEUEI0xAhuulTZ58q0jRlW7FsXdc8ENPiQW76BJnfEnU+DQYD7O/v+443SMNE+pCwWKY31aI8zBKJBGzbxvr6OjKZTOCIHfFvlUoF5+fnPjf9brcrtQsh6GR3p9knLJrAmZzDmMvl3HuH101ffGh7s7uUdSQvPJWTfrPZRDwel1YnVPcM3Qcaad1MgMiml5jMk7UXzXKpZEamuV54G9Xo3vyBD3wAr7/+uu84Hj16hO3tbd/24XCInZ2dieaKWRHkmGBaEzkPgRMrQjIDZ2CkjfZmvMgOq9PphK4ItdttnJ6eLvRav0ncOwI3yxxG2Y2KCEKtVpvIIACjzJVKw6Ry0wf0RxvdZl2XF7Omxb0ZBMaYG1UR6PehtHiz2fR54VmWpbW+juNIH1x3UcNUqVQCiaW3xEBZGu+NtVar+c4TIgitVkupIVWt+9HRkfR4l7EmtVrNSLBGQZksWPNqvYggFAqF0POVOefIZrPIZDI4PDyce76yCiaDNVoP7/eLxWLGBrpTZkyWWVK56U8LkklT+pnPfAapVMrtUH/w4IHvPY8ePcLDhw+l22WEJJFISMuMsvvurFiG4bQ4CWfW+cq9Xg/tdhvn5+fY3d1VugPIAg3LsrQqQssI1m4S947AUQqYyJXopu8lBgSVbYVqHl86nXZvuDKotE06mCUtHlQCW2RanDGG4XCIer3uWkuID/qg9Lc3g8A5n9pwovPgUmGZRsKmNEwyYTMAt+1flaURhc2Hh4ewbVt68ySjV9maFAoFY7YVJtdEpWGaZw6jmEUvlUrIZrPu/UQkvio3/W63i93dXakhqSqYMBWsqTRMJoM1KnPPUyrlnKPb7eLy8hK7u7sTpET8W7lc9t3XSqUSTk5O8OjRI9erEFCXJJ88eeLzgSOYMhKmNTG1xjKECda8YIwhnU67ATIdnyxYIzQaDcTj8YmKEP0+uiVJx3EW3nBiqrI2GAyMBvAmcHuOZEl488038aVf+qVuJkh003ccR9u2QvYwW8R8vXl0XdMQNi0uuul7bStEx3EvUaAbbiKRkJbHgmwrZPP45jVXDgOTBE71O6nMlROJBNLptGtbIWZ3VVmaUqnkdleLwmaCqSzNTTThzPNZQRommZv+NC0NMOmmT12PqmBNtr6ZTEZK3lQwqWGiNVmkhokMaHO53ISVSqvVwu7urvQ9e3t7PnkDfWfS54nXEd2TZYTsQx/6kNaECMrQZDKZ0O/RBVUfTHVqegOTWCwG27ZRr9eRSCR8EgxVckKsCIllyaBgDdC7b6hgOoDVrazpgs7h29SNeu8IXCqVQrPZ1PKzUuE2tTvrIJFITIwoicfjqFQq0hNTJGTizfj4+Fh6Eff7fRwcHEhLYMlk0khpbNmlgllBBCGfz+PVV191O8UIKrf3Xq+HWCzmM8slyNadphuYiDRVmLcJR4SpOYxBwmbKqsvK9vV63fUb8w6q1yG7lmUZW5PbFKx5ITZCtVotcM4nuhrF4xsOhzg8PMT19fWE71g+n0e/31eSqyDS5f3+sof1rKDsmAkCR8flPV7HcZQkn0CBLt1jvWSXvm+5XPZdO9Ma1YIaqWQVoZsO1mYx4Q47CWdao5oqiHMcB6+++qqRCpop3DsCF4/HjaWxqXPVVLuzDK2Weg5jIpFwxxVRtMo5l2bBgFG0xRhzs44iQRgOh1q2IKoM423RdYUFaZVUfl0yN31VFkzsoBSFzXt7e67mQwbZuicSCS2jUNO6LtmaTPOm0oHXXDkej7vrrLqpy9adhM3dbtcnbE4kElhZWVEGazq2CstuwlkUBoOBO3Tem9UK0jDt7u4ilRpNSKlUKojFYojH427GxwvLsrSyYCoyRuRK1llqitSmUinte4lq34lEwjW5JUJF5/j+/r70e+7u7rrbKegrFouo1+vSNfzoRz+Khw8fSq913UY1FW5jsOaFKBkplUqo1+uBE07E/dJ8ZVWyQXZPjsViWF9fn/l4F4F7R+BmOWGCtGPzjvYggpDL5aTCZmCULZClgWk4vXcen6rT7OrqCldXVwtvATdpJGwqLS4Km0W/pWKxiEwmIxW5kps+3YhFgqBqLJGtO5nz3mZdlwgiErPYx4ia0iBhs23byGazbtcjZRCurq5weHioXfK9urq6lU04uvtQBWvezC09uFSBFAVrsmsnHo9rz1fe2NjwbZtF16WbNUulUjg+PjbS0WtZlrS5REbMgZdWKjSFh84vyj7KguTz83Ocnp6iWq26A9gTiYQ7vUNluyJriFA9d+j6WrRjgkwTOAu8wZoXska1MA0RotXNo0ePUK1WlcGa7LxWJRpmNVe+Cdw7AmcS7Xbb1YJ53fTFLBjgF44DcAX59OA6OTlRpqxlxIAxpiVsNtECPg2mNUxevy4iCJVKxXeD82bBRNCD0eumf3R0hFQqJe2IBICnT5/O/T3C+HWFhbcJZxGg8jGttfiAVrm903lNWUfywiNS631wM8awtbVlxG9pGbouE8GaCMaYL7tLbvoyvZu47mLTyenpqXQNKVCT3U905yurYFLXRY1O3gekLHOjA865q1m8urrCpz71KallhywbG4vF0Ol0kEqNpnd4h93LyBgFeirNmQ5Ua0LWPSZA1868Xp+MMdi2jVKp5LO68QZrIhqNxoRZrjgdSXZek+2KLMt4l4I1U4gInAdiBoEeutVqFbFYTBql0Sw5r5u+ZVla5q2UVVp01+O8ui7CEEYa3AAAIABJREFUPGlx7zw+VbSVTqdRq9UmLiSx/KsiBqp1l3lQLatUYApUtg9D4MjqplAoYGNjwxdRq9YdgJsx9JYYdE2JVQ0nJtdkWYGJKttFI7i82V3V+pKGSdSUTZuvrFp31blrWsM0q64rLGgQupdciaSVgoNWq4VOpyNtfAAmyRjN/aVsJXXDy76fLAs2HA6RzWalx6xak/39feXrdUDNFV4/NJOzOlutyUk4ohde0HxlL8juZn9/32d1wxjD5uam8r6ho0e/i8HaInEvCVwul3OjJ/GiqtfrvgwC59z1a5OVwFQdlLow3e6s0jCZTItns1l0u12lmz4webMRbSvoRnx+fq6cx5dIJFCr1aSdqDQWLCxuQ6lgVoglhmw2i1KpJM16eG+sVGLodDp48eKFVOe3t7cnDUy2t7eV57sOlqHrarVGI6XmAXU9Oo6Dzc1Naamk0WhItxcKBTSbTV8GAVA3nOiaPuui3W4bNRKWlegty9ImJcPh0O16JMNsYNT1eHBwIG2kIkIklo2pLKkqScq29/t96b0E0D+vKVAzaSTshYrABYH27zWMVw2tZ4yhVqu5DRxh5yurkhDtdtu41k3ETQdrtw33ksBdXFwoNUyyNve72O6sM4eRbCvq9bpyHp/3eOlh9+LFC6kXnk6WZlm6LhOlgmn7CPLrErOO9L1UWRpRw+T1wlOVHgH1BA6ZbcVN67p0ETSHkbSjotVNUHZXJmzudDpu2VE1MUC17rLykArLasIxGZjUarWJ85rKXkRG6TeRZcGAl/ePo6MjV4taLBbd340mcMhE4iqipoLKSDgej2vZtwSBsuCycrcuqVWRG8dx8Pz5c1iW5QZi9NnTzmsyy6WK0GAwUAZrnHPpea1LYkwGa0FTVOYN1gikkaU5tKIXnipYW6TVzCy4lwROF6LWzcRnLULDJLrpFwoFrK+vTzwg6Cbh1TCRRsSyrAmzXBEqsru5uanUjulgljXRvUmSTcC8BI50S9VqdcIsl0Ak2IuVlRU3u+stMcjW9/r6GpeXl3emVKAi4bN6mHkzCDR5JJ1OKxtOgMkMwunpqbaUgewuTCAoWDNpwj1rwwkA3wQOGWzbRiaTmVgv+n0cx8HGxob0YScjXZZloVqtSnVdup3r0zpXZdk8k52rJycnoSQpZL90fn6OnZ0d9Hq9iePY29vDcDiUHluz2USpVHLL7vSaN954Q7q+Dx8+lJ7Xdy1YU00HCjLSVc1XVp3XuVwOxWLR9bwL06imE0gsAxGBE7CodmcRdCGpyIo3gxCLxZRZMFHLIQqbnz9/jlqtphx4LDsxVcLmZXpTLVqYL0aUIkFQCY5VthWUcZCVJQF1llHHtuKulQroPPGeQ8lkEtlsFqurqz7SEpRFEM1yqekkm83CcRxl0GBCyrDoJhzToMCE7FRELzzd+crJZDIwWJM9vM7Pz7U68xzHWbiui7R/pgxX6V4neq1dX19jd3d34rcVs4+ido+CPpXtSjqdRjablZZKKXCZF7c5WPPCtm3EYjFsbm5KnzOq87pSqeDs7ExaEVIFa+TkcFcRETgBVGYzoWFS2VbE43GfhkmcYkC6pXa7PVXYHJQWN1k+IYHxotBqqecwTsu0ed30qeFERqzEtLhIEA4ODrRKknRD1SnHzKIdM10q8GY4wnqYid2S1WpVevPOZDKoVqu+TBCdN16zXIJq3WXCZtO6rmUFa2EJHAUVsvnKqocWGQk/ffrUl0EA9EyJqeFkkWtCgZqOrks32+44jrIELjZDkJEz4G98IDSbTfdcoaYg8sJTNT6oNHgqy5VlrMkygjURYRvVZNu73S663S6Gw6GvUYWgOq9Vv7sMJoO1m0JE4ATQQ1PUuhFBINsKWRZMdoMrFos4PT2VuulvK+Z1MsaUWTPV8S5D11UqlYzMYVSlxQeDAbLZrNRNX2VbQVmzTqcz4aZ/fn6OXq+njDRN2FYsW9c1L4hI0OxBscQQ5sYqTuBoNpt49OiR7/W2baNarUpF4rIMbhCWpetaRMMJ8LKTPZfLoV6vSx8qsnWnYeekwRPPiaCGk+FwaCSLQB3OOmuiS+xSqZQRLfFwOMRwOMT+/j76/b6v65HKkiIoCy6a5YpmxjLSRQGDThZMd00cx1HeX3XvTUHB2iwkXDZfOZPJ+NwBCLL5ygcHB8pGNUBtmru6umqkW30ZwdpN4V4SuFgs5rtY6cek+ZMEitbOzs60zFuvr6/ddPuiYErXRZg3LU4ZhGKxKO3kKxaL0mxekJu+yj5Btb3dbt+ZUgEwm91DPB5HoVCYsLoB1FmaZDKJdDrtGpJ6CYLOjZWGhy+6CWceXZeIIO1YUMOJN4NAwmYZvCV4ajo5OjpCPB7XWt94PC4tm9+GJhwdUFAi07qJ17doxirab4jnF2XHxN+SSpriZAnvby0jZIwxrK2thf4eqdRo9KKMwOk+/FVGwt41mQd0nngJXCKRQCaTCWxU86LRaEz8PlQRCgrWAD0pQ5BjgskA1lRl7bbhXhI4qpGrflAZMdAt3dxWDZMqomm3265fl9cLTzavE/Bf+NPm8eVyOdi2Lc1IWJZlhHSZbDgJUyqYFUQQkskkarWa9DxR3VgLhQKOj4+lbvpBGqadnZ25j3tZui5TBM6yLGQymYkMAkHVcNJoNHwZBHogqhpOLi4u3hLB2iyG06JZrij/uL6+9n2ed4oBlSWpyqESictKldToYypwkGVkZB6Gs4LK6bN2MorlX9k9lDGGj3/843jve9/rqw5Qo5rM6gZQVyZ2dnZulWPCrPvQmYQTNF+5VqsZHZ83L+4lgVtk+UTch6lutlnmMDLGJpohSHuhKkmKGiavFx6gl6XJ5XJSp2yTui4qN5kqFcgQRsMkPoCI7Mqgmsd3eXmpnaUBIPULvI26rlkgM1cmL7xSqaQlbM7n867foKgpJajWV9W5KsOymnAqlYqRz1KZKwNQuuk3Gg0piWo0GnjjjTfc36dQKGBlZQWVSgXdbld5zLLPUpXHiWyaMBJWBbBU5vcSTtPNFURYKDggLzzRvsqbfRSPgbLChUIBW1tbvvv/cDjEL/7iL2Jra8u3/+3tba1zdFGOCSJMG06LoIpQOp3G1taWdAJH0HzlTqfjqwhRgKKjV1wk7iWB293dxcOHD42UCoI0TCZGe8RiMTDGsL6+7mrIRAT5iFEZV8wgqEqPtm2jUqlIffB0YVLXNc0+Qdd6QAXZPL5EIoF8Ph+oYaISw/X1NZrNJmKxmLLhRNW1amo6xrICk1qtNpPhtGh1Q2L9oIYT8YFOZcmrqys8ffo0tLCZDJ8XHeHfZLDmBXWyFwoF6Xxl0pt6s3lBbvqAmuzKsmZBui5dUInRez+dxUhYBZFchQWZu9NDne53skkMnHMMBgM0m03U63X3GiAvPFXjAyBf38vLS/T7fSPmyiosKzCZNgnH26gWNOFEvHbIC4906DpBsmVZ0mx3q9XCxsaGVrPEInEvCVwymTSqYQoz2kMkCDq2FYPBwL0gnz9/Htq2ApDfSAD1gPib1HXNsg+vuTIRhGw2i7W1Nd/NLUjD1Ov1cH197fPCUzWcAHpaj2WVCkxpmILMlZPJpLQsOS37KJaAjo6O0Ol00Ol0lGVB2foWCgWtB5TJJpxFB2vApF+X1wsvrJSBvPC63a608SGZTKJcLkuDNd35ysPh0JiuK2h4u6qDU4Ww5wgZZXc6Hezv77vf3ZsFk2UAT05OUCqVkMvlUKvVXIIdj8exuroqDVYfPXokzY6pMG1NdEqZs3TCm+rSHA6HroSGzHIJ3mBN3A5MWt1Q1lh2bzg9PQXnXHr+miS1t6lz9V4SOMbYTKlxbwaBtGKrq6vS+rp4YxXd9Pf397WjgY2NDSMu4svUMM1KVkQvvCA9G0WyBCIInHNpBgGQry+V2O5qqYCg21wRj8eRTqexsrLimuUSqENPtoa1Ws01vzw9PZ3ZtuK2NeFMQ9hgzQtvBgEIbjhJpVI4PT31eeEBehNOMpmM9J5hek10dV2zdq4GZTnFTulWq+UrPRK8ZEwcoeY4Dra2tnzvC5oEISsRU4lUNUNVhlnW5OzszIgkJShY85JmkoyoGtWCpAyWZeH4+NhXlgT05v+qsIxgTbYmN4l7SeCAl7YHXmFzUJbGm0HodruIx+NoNBpKgbhOlsZ0C7gMy9Aw0YUkc9MPa1sh3oj39/elREJ1get2HC2jVEDWIybgNVcWCYJq5qFs3Xu9HmKx2IRZLiGfzyMejytHRJkYYm7am8qk4NwLy7LAGMPq6io6nQ4SicTEAy/ovJZlEAB1sPbgwQM8ffrU9zfde8CygrXt7W1jQ+2p7EXX/3A4BOccBwcHuL6+9q0BZRHFruF8Po9er6cs7VIHtxdnZ2dG7rN0L9EhcEFQ6f9UFZYwEBvVSqWSMljTbVQD1MFEOp02Ngli0cEa6f8W2YRoAveWwMXjcZ9ZLkGlYXr+/PlS/LpM6bpkoIemjoYpkUigWCxOZBAAuGUD2UXcaDRcIub1wtPJ0lDpedG6LlNp8Vk1TKJZLjWdqErtXg1TGDd9QL2+MuJqck16vd7cuq5poGtnGoGLx+PuOqu+n0rYTIRX5cemWndZqXJec+UwWFbDibdDn8qSl5eX2Nvb8+1fZs7KGHODiHw+75rlUnBtWZaUkAVpx2QgciUjcLoIGuWlCnx0CSI1JXmJCU2DITJFJXPywJNBVhF69OgROp0O+v2+NJuoGs2lalRTodVqGWvCER0TvDCd6Li+vvZ54ZkiiSZwbwkctaCHxU3pumaFNy0uEoT19XWpdiJoZtzh4aEvg3B5eel2Usogc9PXBXWuLtJI2GRanDrvqJPJ66avyo6JJSAqMaiGTCeTSZRKJa3RXCrMUiqYxfiYdF2mIGYQkskkbNtGLpeTPjjFzmvKIFxdXSmFzcPhUKk3TSaTRjy7lhGstVot7WBNhJjVKpVKgcEarSOdG8lkEpxzn1kuQUa6CoUCLMuSlgVNNiuYyhbG43FlmVFH7kKNUOTTSGvMOcfFxQWOj4+lY8EODg6QyWTgOI7PC0+2vqr5qbFYbK5snggTTTjTEDZY80LWqKZ65sViMZTLZeRyOZ8X3sbGhomvYQT3lsDpYhkELsxoD3GINAmbZSiVShOmuV43fV1hvmzqQKs1Gv+ySHPRWb2pZNDRMBFBUJU9Vesej8fBGMPz5899bvqAen1lJTPgrVEqaLVGg8W9BI4xBtu2US6XJ6xugGApA/AygyB64akaToLMoFXHu4yGk0UFawRxBJTXTT+MlEH0wtvd3cWnPvUpKZF4/PixlBh0u12ta5e0fyZ0XUFGwqZIM2U3qZwueuHt7+8HavAIjDFYloVOp+Peb0RJD1WJVldXfZ/FOVdm6WUIa648D0wGa7L1o/O8Xq8jnU6HblQT5yuLXnjD4VBZCh4MBloSqJtAROBCIky7c1h0u11ks1lXEOp10w/SMIkZhOPjY1iWJT3Jms2mUsNkKpVtMi0eNIdxVnjd9AuFAhqNxtSGE+AlQbi8vMSTJ09C21aQhskEIVp2qWBW0HlcKBSwsbHh6yijCSde7yTOOTKZDPb29iasbgiy9W232zg9PdUqC87SfXcbgjUv4vE48vn8RAYBwFQNk8xNH9CTMgwGA7z66qvGBn/LdF2z6PVUvy01EnjPuWnngqhzbrVa6HQ6E6RLfD81cJA3IQV95IWnYwsyHA6RyWSka2JK16laE5Mg7d80AidWhFSNajJySr9PIpHQalQD5BWhZVzri0RE4DwIGu0hezA5joNcLof19XVfKl0VDWSzWWQyGRweHoZ20w/aLkOQhkmXFC0zLS67IC3LQjabdR9c9DuoTIlV8/j29/e1G05UthW3Sdc17z4o4+EtMQRlwcR1J4JweXmJg4MD6fGqysGMMa0s1DKbcEzAa64sdrJXq9XQDSfA6FxsNps+N/2gYA2A1nxlFUwGsEQ2ZbouU6VSmvhCXpji/Vw1IJ0kCUQsqtWqW5ZUka6dnR1sbm76/qZ7DwgyEjbtdWeSwHkb1SzLQq1Wk+5D1aimqggFBWumRmNFBO4tANFNv1gsIpvNSoXdKjf9wWAgzSAAclLgOI477H5eLEPXZSotnkgkkE6npfP4EomEUsNUrVZxcXHhmuXSzVhVGgtKi5tuODGp65Lto1KpaJ8nYtaRSgwrKyuBGqZ4PO5mHYkgMMa0SpKDwcBoxkCGeXVdInSCNS9Eq5sgKUMul0OpVHIfEGKGRzVfGVDbKsiuj2U04YRZk7Agd/8wMgAqe52enuLJkyfu+Uv3Dq8OlMjOcDjE9fU1isWia5YrQic7ptK6qa6nWTCLkfCs1iNe0Dl5enrqZh1pHVXndbVaRSwWQ7vddnXQ1ISiCtYA+Xmt6kS/a8HaTeDeEjjbtt2LVXTTf/z4ceCIFtkJqCtGvg3eVLr7oLS41wsv7OgoYJSNiMViynl8W1tbSt8f8sESMW1Kw6JLYGFKBSJUkbRMw2RZFhKJBFZWVhCPx30Pz6DsGGUdxRLD1dUVrq+vlWtiQuvRbreXpusyAdLmDQaDCasbYLopsZhBOD09VU7goGBN1nCi++DQ8euaFYsITKgrldbr4uICFxcXqFQqvu/i9W8TMzwbGxu+zBZjDA8ePJCSy8ePH0s1e7oZLVHrNi+COlePj4/nIhOkc764uMDTp08xGAyktiv0rBL/dnFxgXq9jnK5DNu23b994AMfkI49q1Qq7iSKReG2BGtemByvNi/uLYHrdrtKDZMpRu716yIsYjalLoHzZhCChM2MMTct7vXCs21bK9oaDodulCbbjwksi8AFmQwTxAeQquQr0zCJbvq7u7tathUysnBbdV1Bn6Uzh5EmcKyurvqCI9V57TgO4vE4Xrx4IfXCMyFlMNmEs6zZlJlMRkrgGGNuSbLVaqHX6yltK2hoPUkKKOgrl8uo1+t4+vSpNNulKldeXFxIy5JErmRGwiZLj5eXl1IyqAvVXFdR6yp6rU1riCBQJcZxHGSzWeTzeeWIPpUdi85Iv52dHTx8+PBOBWv0OxJoKgRpGAmyIE78u6l53iZwbwncbW531kGv13NHkXjd9KeZEosZhH6/j16vpywFB6XFdbCMNWm328bmi1J2QyS8opv+NA2T6KZ/cHCgbDiJxWLSSDOTyRizrTAVmPR6PWXDyTwkXBQ2F4tF1Ov1UA0nANzzyWt1QwhqOFFpx3QQFKyZginDaQoqarWaz+rGsixUq1UpIarVari4uHDNcsWMlMo0l7rhFwVaD51JECqoyFVQRUaF4XA4kXWkMiCdn7IKDGUf6V5OXnizzEk1VXZUrQlNrzCBoMBk2vWjqgh530eTNsQS8qzzlVVrchO4twRullLBLP5X5XI5lIaJTkJVV6dKw9Tr9eA4DnZ2dibMcgkqLY3MtmJZ3lSz6LpkGAwGytmUMq0bZQIqlYprWzFN65HP51EoFHBycuIKbqe56au2B9lWzDog3guTpQIVghpOgEmzXCIIYSdwUPn36dOnKJfLSi9BlT+ejLy9VYI1sh4hiF54OvOV+/0+GGPodDpSq5vhcIhHjx753vf48WNlZ6AMs+i6dEHWIzpQPXjJTkMkpsPhEJ1OB2dnZ3j+/Lnv3qjyYtzf358IRsgLr1QqYTAYKBtCdEyJVXAcx8i9BBidYxSwiaDJJCZABFwMklWNanSuURICgHvPODw8VFaEgiac6M5X7nQ6RmeHz4N7S+CePn2Khw8fGtF6EBv32lbQmC3ZD+29sVJZ8vz8XHoCXl1duTomL1Ru+ioEaceWoWGa98QXy5KvvfZaqBEwAFxz3W63G3oeH2UbTBhdBmmYFlkqmBXxeNwdOyQ+hG3bRjablWauGo2Gz+qGCIKqpK5qODGp63IcZ6F+hTrBmgjvPYN0j0ENJ7Quohee4zhawUS5XHZ9sBYFE7ougmVZ0iBERsxlEK1UVFYo5+fnOD09ncjm0e8Ti8V8ZrmAehIE5xxra2u+7alUSqrnnQWxWEwarMbjce252apnApHwsPcnsVHNa+CsCjJisRjy+TyePXvms7pRNUwxxqTblxWs1et1I0mIeTGVwDHGHAC/DSA5fv3Pcc6/izH2MwDePn5ZEcAp5/wdjDEbwD8C8E4AQwDfxjn/rfFnvQfAfwsgBuBXOed/Z7w9CeCnAHwhgGMA7+GcPx7/7RsAfOd4P9/LOX//ePtDAB8EUAbwxwC+nnMeuq+YUqoyxGIx5HI598FFP7xKw1Qul10PI6+bPqCXpVGV/kz4dU2DaQ3TNF8nMYMwzbZCBBGEZrMJy7KUN2RVJKZD2k2uCemhFq1hEs2VRYKg6vYKsq04Pj72Wd0wxrC5ualsOFHZtMiwLCPhTCZjjMDJSHi/30ehUECv15vIIADBDRFeq5ter+dOiVGtiSkpg8xcOQiqLEWQrsvUCDy699E9hcqSpLVTacRou5jdqVQqUtJFAbSMaOiQGODlqCuZaa6pNSFfN1MzVwneTulmsynNGFIWTFx7Gjd3fn7u/j4iVKXK7e1tI8R2We4At6VzNUwGrgPg3ZzzS8ZYAsDHGGMf5py/h17AGPsHAKi4/M0AwDn/fMbYCoAPM8beBaAE4H8C8IWc80PG2PsZY/825/w3AXwTgBPO+WuMsfcC+AEA72GMlQF8F0ZkkAP4BGPslzjnJ+PX/DDn/IOMsfeNP+NHw35x8quRsXKKpMXW6PF3kj60Tk5OYFmWsbS1DCZ1Xd1uV+pIPktdnzE20QxB2YFMJoOVlRXphUQPNK+bPqAuPcrWPRaLSaPcWeD16xL3bbq5YhYCJ1rdBJFdr4ZJJAgnJydawUSn08H19fVSdF2LDkxU5NUL8sIjYbP3t6cuPe95QhYq3gwCQbXusvP6rgVrRCRSqcn5oqrrhrpSSZbQ6XSUtiAEeh3p9vL5vHv/1tWIHR0dGTMSVoHK6WHXZNZ9kEOADNQIRdd/v99Xri9541EliTRuFGTI1nF/f196/gbNV9YNYGcx4dZ1B5i2f+/9zqSLxLyYSuD46OgpdE2M/+d+IzZa4a8G8O7xps8B8Jvj9x4wxk7xkoB9inNOatDfAPAfjF/7VQC+e7z95wD8yPhzvwLARzjnzfG+PgLgKxljHxzv72vH73n/+P2hCRwAHB8fK2+sx8fHoT9nGe3OKl3XLJBp3UQ3/c3NTR+xVRGGlZUVtzNNbICwbRvVahUvXryQvk8nixCk61qGkbAptFotrK2tod/v+9z0p2nERKubZrPpZh5k5aPhcKgsm+ke7zKNhOcFmSsTmRK98BqNhvRcUU3gUAmbT05OwBiTlk9isZiRLl+Ta2IyWPPCa8YqM29VEYbLy0vU6/UJs1w6LhlZ6Pf7ePHiBdbX1+c6ZiBY16UbnEwrPXoJ3Czo9/u4uLhw11r0ujs6OpKec3t7exNNQYVCwX1+yNY3mUy6laRFwVQTThB0gjUvvPOVy+XyxLUjnhum5B3zIhQjYIzFAHwCwGsA/iHn/A+EP38ZgH3O+Zvj//4TAF81JlkbGJVFNwB8FMBnMca2AewA+BsA6ApaB/AMADjnfcbYGYCKuH2MnfG2CkYl275nu+zYvwXAtwCQOmbrYhntzvPMYRTd9FWaA9u2kclkJggnEYROp6Mc5K3Kjsk83RbdAm4arVYLxWJRanTpBUWo2WwWa2trvu9Zr9eVGqZKpYLz83OpF55OduyulQqonBS24QQYrXMmk/EJm6c1nFxdXU1Y3RAp11lflbDZZBPOcDjUDtZmaaSa1pgkakop6yJbE6+dBRGEQqGAWCymvL+qsmMykkr6JR1d1yyGtqqSqEnrEVHaIXrhqZIDKrJ7dnbmWoNUq9WJQERluwLoPe9oTRZN4MQmnHmgmoTDOXftaryNaqrnIZWC6fc5OTlxjY1VwZqJZhMTCEXgOOcDAO9gjBUB/AJj7PM45/96/OevAfCG8PIfB/DZAP4IwBMAHwfQ55yfMMa+FcDPYKSN+ziAV8bvkV2BfIbtsmP/MQA/BgDvfOc757o6w+i65gXdcEVzUbrRhOnko5Pw7OwM+/v7yjZolYYpm81qCWCX6U1lmsB5vfDW1takukjZBA7ShMnm8U3TMJnI1N6lUkE8HodlWdjY2HD3JUJ1XtdqNVxeXk5Y3RBUDSe5XM7IvM5FNuEQ5g3WvBCzjnSMsmCNQOtOVjePHj2C4zh48uSJ0qNNZqbLOddufJrWuSrzXDNVfqTO1VmynGKndKvVmig9iuCcY39/f4I40++Ty+WwtbUlfY9s3bPZ/5+9d41yLT3LA5+te+lakup6qs6t23bb0B7bcbcJGBuHxBdmhvGQgWCyIJCEsEJgIFwSMAYCNpcFJGYIJlwCJJ5koGFlmGUgy9jY4DFgA42xYWzT7b6c06euqotUkkp3be35oXr3+bT1vlv6tj7pnF5dz1q9ultVKkmfvv3t9/I8z5tGPB5nK5ym1oSUqyZoOn7J2rSVK7+OkOM4yGazyGaz7hmrVnApYanVaiNnhmXxk2UAnspA4+PuB7GCBK2enOM4Z5ZlfQTAWwB82rKsCIC/j2GVjX6nD+A76P8ty/oYgKcufvY7AH7n4vFvAkCRwi6GVbrdi7+ZA1C+ePwNylvYBvARACcAli3Lily83jYAvldnEBRcTRvAUYa6srIyNbE5FAqhWCy6ihxvgKBTRfDjdZnCvS6LW5Y1No/PsixxfdWy+LRu+oA8Eo1rufpxmEyt/SytAu5vqUaiKtQbhNdvaZIHHqHX67kH6f7+PluZlNZdx39r0SKcWcGZK5PoRJqv7Df/l6qOqtXNJMEJZxciIZFILITX1Wg0jJjmAnyrOB6Po9FouMlBq9Vy96SfIAIYFQVls1lXkS0FV1xARpWdabGoNTFFlaDEpNlsuma5VN3lhA/AXUEPQe0IcSp1v2TNsixtcc79znWTMI0KdRVA7yJ4WwLw9zAUEOAuKToAAAAgAElEQVTiv59wHGdX+f0kAMtxnIZlWW/EsPr22YufrV3w4vIA/gWG3DkA+G0AXw/g4wC+EsAfOI7jWJb1AQA/dvH7APAmAG+/+NkfXvzuYxfPfd8M6+ALChDS6TQ2NjbYzE2yraCbgLeCQIRSicMkldN1sChel6mbpmVZLieGc9OXOEyqWa4qOuGCAsqm5plVmeZ1cRymoLJ4lRdDLYZkMomVlRW2wqnuazVAiMViYlDArXskEsHm5qYR24p58roIusmaF6roRLo+KFlTSehU4bFtG6VSiW0RcetOnm4mRDiL4HVJr5FIJKbmHzuOg16vh/PzcxweHo4opQG4yS/XKj09PUUul0MymUShUHCTa11BBK2JzoB4vySO+77IjsUEKFDzdhq4AEZ9TxTotlrD6TCWZY14sdHfoPe7ubmJWq020hGi+crSucE9nslk2DPDtDvAvJO1eWGaCtwmgPde8OBCAH7TcZzfvfjZ2zDaPgWANQAfsCxrAGAPwNcpP/sZy7JecfHf73Qc53MX//0rAP6LZVlPY1h5exsAOI5TtizrXQAeV55D5lPfA+Axy7J+BMAnL/6GFpaWltiLkrJc2pwUIFQqFcTjca0qTSgUYm+Mi/KmmpbXNQnOxagWzkhYrRKoAYI0akqqjtE4qZOTk6nd9AGIZq8cgvp1cQjC69KFxGHyc9P3a7WrLSCyuonFYigWizg4OGCfJ7XhOfiJcEwbCc/bcHp1dRWNRmOkLelX3VUfV73wDg8PRV6pJDhJJpNaEzhIBTrPZM3L65oF6oB4VSndarWwt7fH3rS5pDYWi7ljoLy+Y7lcDpZlsW1Bx3HYCrZusOt19/e+hg44I2EAIp9WF7Ztw3Ec7O3tIRaLje1Hqfp4dHSEZDLpnjckOnnsscdEwcnNmze17IQkPB+StXuJaVSofw3gVcLPvoF57Dbu+sN5f/Y1wuNtAF8l/OxXMeTVeR9/FsBrhLc9FVqtlkgQr9VqbFvQlPHlvHhdKmYpAVOAQMEYjcThAivJTb9cLmsFu8lkEul02kgpfxFlca4FpgtSPkkKUYnDRAe91yyXIAlOdnZ25s7rmrfgpN1uaxlOW5aFaDSKQqGARCIxUpGRiM2O42BzcxMAXH4YBQg3b97U2tfNZvO+EuFMguRhRkEXB8dxYNv2SCBm27bYSSAhD1Wu1KSv2+1qVcG63S7LXV1aWjLG65KMhCnoMgGq5vnxxBzHGZmVKhmMc+seCoUQDoddk2HvZ/GrPnJJi5+58rwTWJOQXCT85ivfL/NQX7CTGPxwr3lduvCbwxiNRlk3fT8uDTBaQTg9PUWlUkEsFhNL+dyNSxoLJiHImkhZ7iLK4irXw9uW9DMlVtedWgzn5+d47rnnxj6PH4cpEoloeYUtktc1j2AlHA4jkUggmUzi2rVrI608Cti5dXccB6lUCqVSCcfHxyM3g2az6Vo0eGFZllZ1V4LXXHke4NpiQeA4DiKRiMs99Jqx+vmIqW3jfD7v3ti5oICEPlwbLEhlRZfXFUS52m632ZmrQaxHSAiltiXb7TaazSabzKnrTk4D5IUnBV2SUOK5555jq+FB1bymjYRVEB0l6HQgtSPkd2/Z2NgYSexUoRo3X/l5pUJ9ocEkr8vEaI9JxOZ0Oo1iscjeIHK5HE5OTsbc9AF924p7yesKap+gE6yEQiGk02k32J1kWxEOh1EoFJBOp8fc9AG99aXAbxFGwvMM4Ei55QfV6sbPlLhYLI5cO6oXnp+Ho/Q4dxNYRLJG1iMmQNXSacyVJ81XluxCut2ua5LtNTuXqjSO42jZVgQZEC8hCK9LF7RHvAEcdRxOT09ds1zCJEEETQMqFotuK3hnZwfXr19n34OkDOaga64cBIsI4Oh79VrdBJmvvL+/75pHc5CEavP0wZwVL+gAblpe1yxQ/brUDJWUfBw42woiNqsBAoFMByUOkw7f617yukwhGo26pPlsNju1bcXKygpqtZprlkscEdu2sb+/z3KYbNsWSbk6WJTgZHV11YiNSb/fRzKZdIMEugFRFYzL8L0TOMgLT5L3V6tVDAYDti1okspgyptqHnMYvaKTXC4nJmvqvlYrPNVqFc8+++zYdXD79m02KOj1eiiVSkbECpSocbwu3eBqkvUIV4GcNmChjgMZNXtfy7ZtnJ6ejq17KBRyVdyqWS6BW99oNIrV1dUxccU8Ak4T36Hfa3DzkP0gzVcuFotsUg8M9zUlb97pSDpJnGVZc0/WFo0XdACntsB04K0g+BGb6QZ3dnY25qYfCoW0bSs4vsX9xuua5jUmcZjILHeSbQWZ5qoHHwUI3W5XnL0nrTs3j8+0XxcHqnCaEpxwNwPJfT6RSCCbzWJ7e3vsBiTJ/jOZDKLRKMrlMuuFp1sd47AIEY6ON9Uk+JkrS/OVVfsEdY3pPFGtbqrVKo6Pj32TNW598/k8e+348bp0k6tJylWdNdYNYkiluby87F77ZEHh1/JVQRWeVCqFK1eusO83HA6zAdlgMNCy+PAzEpYQZE1MzBYFhp9bTeDVqlapVIJt21MnydQRqlQq6Ha77ufyS9YAvfnKEkx31kwWeoLiBR3APf3003jFK16BTqczdjH5VcdIlUrSaNqEkgr16tWrRqo0Jnld0oFgOoDzmuXSzWJ9fZ3NDmnd1QrCyckJotGoODeyWq2yayK56etiEUHtrBwmtcVAijyumqeuL/271Wqh1+uJtjbcuieTSaRSKSPBFTD/mYNkOD3LfFFya0+lUtjY2Bj7vtRkjX6fbmykfCazXArgbt26hZs3b4691s2bN1lOJKmGTYDabByvS0IQnlStVtOqcg4GA3c8n9qWJMK+ZJpL7WUSBdE66QgiBoMBOp3OXG/MS0tLqFarRigpkuCEo2N40e/3R0QnBwcHbDJRrVZRr9eRTCbdPa2eNTdu3Bj7Tn7913+dXd+bN2+yHSGTyZrURTLdWWu325cB3L1EIpFANBrF3t4eu9mlagE339OP1/V84jC1Wvz4pEgkgmQyibW1Ndcsl+DHYQqFQi5JfBo3fb/Hpfd7P/C6pgUlCxLXjXPTn1SlATDihdfpdBAOh8X2Bre+qVRK27bCFK+L1oTjdZm+dprN5ogZq0pl8L4exxGLx+N47LHH8OCDD47MsgWG1/rNmzdx584d9j3oVEQWITiReF1B4V0/qlKQR5v3hipVEY+Pj10uajabdW+SNLaLS/wk01xdmOZ1cXs4kUiI6lHdhDORSLgVXwoqCDQlQoVlWW71kSg95IVn2zabTDQaDTQaDbZ6dXp6auQavd+SNS+8Z3Mmk8FLXvIScQ8vCi/oAI6yFBO8o3spd9YBbUJSiXFcIo7D1Ov1EA6HUa/XcXx8PHYw6HKYdCEdEqZ5XRyHiWsz+YEudnUeHyGdTqNQKKDRaIyZYEpu+gBfBQP4de/3+/eVCGcS6NrRJQt7OaV+xGYSnGQymRFj0lqthmg0yk4kkDhig8EAkUhkbE+GQiGja0IVsnlBrRZKILNcWi+pJUnqXnWv0/cTi8WwtbU1tW2F4zisvYtJXpcUKCUSCW1elwRK1LyBCXeWEc+5Xq+PFBTod72CCHr/zWYToVAI6+vryOVyYyp3neqjhEQiISYfusGbn2PCPJI1LyxLb76y1BE6PDzE9va2kfc7C17QAZxJTMPrmhYSh4lcxb3E5kgkMrUggjZhqVRCrVYT24JcYBCNRrUIoPeK1xUUXnNlr5s+5zouTeCgYN47jy8ejyOfz4s3Qp2MblGtAonXZQr9fh+bm5tIJBJjZqx++9qrSh0MBhgMBuzoHWAYiOtUdyUE4XXpolQqie0mXdi27Y4z87rpHxwcsOIcdXA9eRUuLy9jfX2dvflns1mEw2G2LXh+fq5lW+HHpzOlXKWkxMv5jEQiWrOgvVC98M7OzlAul5FOp8fOLe76p4quaparQhKcHB0dGekQSIITKdEPgqDJmhc0QWZ9fX2sEq4ma16o85UrlcrId82dDbS+XGHGVLI2Cy4DOEMIMtqDiM0UjNGGyOfzvhwmzk0f0GtJ9nq9+57XpYKCqyAKIroBUVvSq9YjkKyfAk7VC+/4+FirCkatYy/u91aBF9RO4j6LemiqLQaptSqZ5lKVYmdnZ8zqBpD39c7ODvt+572vg/C6JFBS4r1Zx2Ixdp+QF94085VpHZeXl/H0008jn8+Puenrjo7yC64WwevS7XBMUq5K4gO16kheeFzQRY/T66hJ37Vr11Cv111DaC+49ZXEDUHMlXXhl5iYqo4dHBzggQcecBMTr1CNA3du9Ho9d8qRykMn+CVrOknAIjprs+AygNMEN9qDAoRisehrjusFEZu9bvrlchmRSEQs5UscGx20Wq2F8bpMoN1uY3l52Q121UNOMm8lBSUdxuSFJ9lWhEIhbG9vs+ury02RWgUm4dcqCAoKENTq7urqKjvr0RsIq0kFt740E5hrC8ZiMSPtQr8ALoigRTKIncWKQHXTbzQaeOqpp9ibNrevbdtGPB7HrVu3xgI4SRBBFQdutJ0p01w/XpcuqHXs3XO675VEJ+T9paoe2+022u02y/ctlUqu00AmkxnxwpOCWsk0V1cJ6hcgm1gTP1ClXTcxUQsKJDrh+HeE69evIx6Pj7Qlb926hZe+9KXiBBkueab7jSnrFQ4U5JvorM0DlwHcBSRisxeZTAbLy8sjN03ahJKbPiBXEbjJBvebkfAk6HiYUYCQy+Vw9erVkSHSgFylCYVCSKVSeO6558bc9KULXBqc3Ov17ltel+5rSBWPcDiMbDY7YnUD+HvghcNh14ah3W67LQbHcbSqu1JisCjBCXdTDoJYLCZarziOw7rpS8mEVxBBAQKtO+cSLyn5bt++rUWyD+LXJcGP12Xaw4yCFdVKhaueeKtg9H4AoF6vY3193TXLpcdt28be3p5oPqzDb1qkkTCXSAUBF4RT0cCyLLRarREBnrf6SJ+LuHl03yTRCVFFuA7Mr/3ar7GJhi4WUW0P0llbJF7wAVw6ncaNGzdGKghHR0eIRqOiF1sul2OzzeXlZa0LdlFGwiqvS8Us2ZvqhZfJZJDNZsduEmoVjF6PeEudTkc0x93Z2WE5F9evXzeSCS2C10UVTo7DNO26U1symUyyEziAYUDGGSzn83lUKhXXLHfSBA7i6s0z0zQhwiGQsMS7f/r9vpbgBBiuc6PRcIME+pu1Ws3lMHlxeHiIUCg0Un2PxWLizUkSRHS73bnzukxymCiQCEIDUDl4frYV/X7f3bvAqBVRPp8XW77cukciEaRSqbnyuvyMhCXonr0qtcML9dqmqmOr1RopDqi/c3JyIvL/yCanWCyOXUd+1UcvgqyJLiTHhCDgOmuA3EWyLOuSA3c/4Pz8XIvYPA9e1zw5TFR2l+Ywemd4AhgLugiqIsfrhSfN65SqYOl0mg3eFrUmEq9LF5K4QuW6eUUnOhM4Op0O2u02Go2GSGiX9q9O1SWICEdKViaJcEyAgnB1X5MX3vLyMq5duzZ2wK6trbGH8erqKhqNhvtcurHR/paqatyNy4+Yr8vrCmLe6sfrMoFEIoGjoyMAcBMxgrdK463eqGa5xJPc3t5mA24p4NVtSVLFd96+btK1phuokbmyZVkjbUmajuHtGni5eZZluUlFJpNhW7s0MYJrlfb7fS1bGT+O4enpKRtg6a7JYDBgkzVddwAOKmfxwQcfZLsD0vVviss8C17wAZwEP16XKZjiMIVCIcTjcRSLRZe3RCBVk1p6pwtofX3dPSRUN30p6KK2GtcWXIQE3BTa7TbLB5oEbh5foVCYaJrrddOPRCJaLcl0Oj3XTBYw2yogcUVQnhgRm/3mpJJiVa1KqBUeSYkqrfvq6urzgtflB2onTRPAEW+pVqthd3cXvV5v5L1QS5IeU8+9crmMbDbriq2C2lZQcGViQLwECvJNBbWS4ESiSti27XIQ1equd30JxIlOJpNu0pfNZt0zXaf6WK1W2f1lWoTDJSZ+a6ILSur9WqWxWMxdL79zw/s4dYQqlQri8bjWhBMdK5Z54TKAE+DH6zIZrKgXkRogqLYVUhWMMBgMEI1GYds266YvccQAXs7u937vJa9LF5K5cjQaRSaTwebm5lgW5XfhU4CgzuOrVCoIhUJiW9CEbYXpVsG8BScqV8db3Z3Gb4laQJVKBYlEgl1DGrbOKVEzmYxWe6zT6WjzuoJMJJA4TLMEK6qbfqPRQKlUGrvRqeat6mOUhKyvr4/52vlxmAAY2Y8mjYQlNW8ikdBuUXu/D+o49Pt9kd6htoPp/QBDjnMul3PNcqliJBkPn5+fo91us5zIIJBEOLo8VD/fvE6nM+bNZ1lWoPNE7VRQtZ5L1gje+crUEZKEaoA8J1XiQ97PuAzgBNBNM4iHmddNn1o33gufzFvp5qa66evaVjSbTdi2reWmr3vjaLVaKBaLRrypJA8zjpvBQRWdrKyssIdFJpNBLpcbq+ZRAFoul0eUaQTpwufm8S2C12WiVUDQEZwAd1sMq6urI1Y3AMZMQ9XnLC8vY2dnxzXLDTqBw5S5sh9arRbW19dn4itOAlU9OKhBq+qmL5m3qqa5Xjd9QK8K1mw22faiH4fJ5JqYOEuAYVLGzbVV5ySrPGeVg+f9PJ/+9KfHpu2QP1wkEsGjjz7KroG07jrBWCKR0D5LpO9jkgiHQ9C2vRrAkRdetVrFzs6OK4QiSNVHqSPkl6wBeknyIhwTFonLAA58pt3tdpHNZtHtdt22pFfJ530OccfoMCY3fRpFIrUFJem0Dvz8unThx2Ey1fdXFYnTuumrA+1VN/2zszN2Dan9wLXBdC0+7hWvyxRUXkyxWGRvEpJtRSwWGzHLJQwGA+zs7LB79caNGy5Xahb4iXBMwVSFk6794+NjdsKLNGu2VCq5SZ/XTZ8LCrLZLGKx2Fy5bn4cJl0Qr8sbcHOB+SSQEEoNxGzbRq1Ww9nZGUsVUauPlPStrq6i0+mwrce9vb279AfHgXXxt8iY28SN3jsgnhBkTSRQcBXkfFKtbsj4nfvcvV4PZ2dnbqGDyP1UQdvc3Bz7jFL1cX9/3xVYqLiXCez9jhd8ANftdvGiF71ozJbCcRwkk0nWTR+Qy7DSwPX7ldcl/S3dMnskEnHnFKpZuxSM0QVeLpfH3PQBvSqNZBx7P/G6VEjBObXYpGBFNcul9ZuW60FJBbUXdKq74XCY5Z+YXBMJ1GIzFcBNEpwAd3kx7XabDUK9thVeBWW/39dy03ccB1tbW1N/hiC8Lr9WsMTrMnWT47huFCA0m02USiXXLJegBgze6o2qSiXRCVV6JRsiSUHJQV2TX/qzY5y1+viu128aDa6IE6ljBxNEuXp2dub6FqqiE6kKRlVfx3FGvPDW19dZYRDRc7j1bTQaU3VTCItM1kxMB6LJL/dSjfqCD+CoMsaV8iU3fV2QCa0JSLwu1bMnKChAiMViuHHjxtSKHGCobDo9PXXNcifZVkwqi+tgUbwuymhnBXna0U1I5cWsrq6ynCAaaE+VB9ULj1vfTqczNk+VcD+uiYRZ+ECq1U0ikUChUBBVnxsbG+48VFWZViwWxZs/93i9XnfbNNPC7/vQ5XXpVu4pkOA4TNNA9cIj2wrve2i32+h2u2PcVmpLes1yCdK6X716VYvXpbsmdJacdUP4nb+poN13cNzo44feOH2QPQl03UwbwJHo5PT01DXLJRweHo6d/xSEUfdBtbohfpqUTHCPJ5NJYyIc6fu4ffs2bt68yQZwQXii0yRrXnBCNb97Hrcmi8QLPoAzPXNQ8qbSyUT8MM1oD6+bvt+IEi/Hpt1uo9lswrIsceKDVB3j2nL3I68r6Gt4q3kUIOTzefZG6zeBo9lsotFojM3j8zPNlapm0vslgvG84BXhzAI/c+V4PI7l5WWXU0qYVH0kTil54Z2dncGyLPFa59ppkm2FH6l7kbyuWUHVMbVK0263XTd9Fap5q7rfqSos2Vb0+30cHBzg6tWrY6/f7/e1boBBeF26ePGLX4xbt25hPZPBT//P1/GOD+zgUwdNfNtvP4fvekRPDe59T6oQamdnxw1W1DXjqo+hUMhth5JZLiEWi6FYLLKBiWVZ4igvHZg2EuZA9ywTsG3bNcn28jhVKo73cU6oBvD3vEwmg2vXrmlb25jECz6Ak2YO+sGvBTZJ7qwDbwVBNXb14zCpHJFKpYJwOMxuQD8Okyl+zTx5Xepr5HK5QGVxWlM6PCio5dZEFZwAdwOERqOBO3fuTD2Bg6o0z6dWgSQ4mdZfi7zwstkstre3xxIaMoP2VvMcx0Emk8HR0RFOT0/HgnSdVrtJEQ4lJd4khIIuDkGVqzoeZrZto16vu8EYfWdeQQSh1+uhWq26IhXi4dFr6lQfa7WaS/RXMeuAeBV+vC7dAE76Pkhpn8lk8JLVBN7z1hv4vg/s4Halix/8ox5uPFTBS9eSeOKJJ1yuY7lcZl//+Ph4ZE2owpPNZlEsFsWJBFJ1jDuXZzFX9sJvTXRNvqXvg6rgnLmyWoWdRqgmJXFEXyiVSjML1SSYdEwIihd8AGdSecKN9qAAIZ1Oa9tWeCsIlPVKprmAviJnERwmP16XCZCMPZlMujchOjCnsa1QW0Dk26QjOMlms1o3j3vB65oFxHVrNptjLYZpOXjUAur1eiyZnyo4HOfMsiytQHQRghPdFpgOSAzR7XZxcHAw1lJXOXje86tcLiOfzyOdTmNlZcW9IYZCIVy9elXkMHGmxH7vjwNV8+axJuprnJ2dGblxOo6D8/Nz9/onLzzHcXB0dDSyR7/vCxL4mb8Y4DMnffyDX/gYvv01Wbz2RhbpdNoNRLhgLJPJIB6Ps4GXqQ7E0tISKpWKEZoOiUR0EpNJUK1uqKhQrVaRTCZ9uxYqZaRSqWgla/F4HIVCwUgHYlbHhHniBR/ATQvVTZ8z/aTfKRaLYwcYEXS5CgLAb8ButzsipSbcr7wuv9eQRAYcKEBYW1tzOQiEYrEocpjITZ+8gILaVixKcGLK56ndboummX77RDXLpRaDFIwlk0lsbGy4Yh61xaAriEgmk+yNwKTghIJXEzNX/YIVKYCjdfcO+ZZMQrk5ntQZiEajbFtSqoIBvKjHz6/LFEwHtdN6mFGAcHZ2hjt37oxV+yQFJbXUC4WCa5ZLv8et7xu+eIBv/MUP46M7XfzbP62hZS3hf/18/8+qY648DaQ1MUWVkMyVyQuvWq2OWN0A4x54wF3vQcuyxqxuVlZW3Bm1XhweHrLnhjRfeZpJOLOCK8zcL7gM4DAkI3KHoXpD8w5U3t3dZdsCg8GA3YCJREKLo3WveF1B4fXrUtWSV65cYZU6XMBAbTkvBwEYHriO47DVGMdxjMyUNG0kLPG6TCiX6ODa3NxkWxJ+1TGqOlQqlZEWA7d3I5EINjY2tNoLEnRnDgaBalHjRZDX8FYQBoMB+v0+Tk9PWQ4TccfUFlA2m0Wv12PPmVgshpWVFbY6aMq2gvPrmoQgnmA649u8r0UdB6qGeyumEgePAoR4PI6tra2x6pEU7BYKBfR6val5nLFICN/0iiXcXM3ivX95gp/9WAmO4+ArHuaDC+CuHYsJUKDm5XRJlA8OVNWq1WrY29sbmb4DDH0BDw4OkMvlxv5mtVpFsVgcs7pxHIetPjqOwyYfQcyVJZhM1iRcBnD3OarVqlaVhg7leXOYlpeXjXCYHMdhS8DcTV+FegMiN30pKMhms8hkMm41jwKEcrmMeDyutb6RSIStgC2K12VacDJJyayqHqWAWprHR8Pb9/b22MqktO5cNUiaOWhyTUjx6CfCmRWSuXIsFkMqlcLGxsbYCKiNjQ3cvn177KZ1fHwMy7KQTqfH3PQjkYhYBdOxrSAag6n2LoelpSXRl083UKOkxLsnaO9QENZqtdwAQZr4olYfyaswl8shFoshFAqJbUEuYDg/P9dqS04yV+ZgWRb+0atXkI6H8HMfP8KHn6nhKx4uIBKJsOcpd8YEhWqu7PXCk9aX88CkzgZndeMnOAHkShiHWCw2dxGOX7JmAtFoFJFIBFeuXEEqlRq7hk2JLoLiMoALgEXxukyVgDudjttW4dz0OZBtBR0Qqhee1BpLp9NGzFuB+fO65pFV0Q2IqgEU/HKkeTUgo5tes9nE8fGxaOwsCSVu3LhhJCAyLcKRXiObzWoTogmqF16xWPQVnHgDom63i1AohGeffdYVBRFuC8PTM5kMEonE3Hld1WrVSOXXsvjZlBRgTAvakycnJ65ZLuHs7Ay1Ws1VJHoVlHQNqAGCn20FF4xZlnVf87pevTVsMZ53hsFZLBbTFpx4q45EtfEmV7S/yZO0WCyOJH3Ly8uwbVtLcNLtdhEOh8cCknkITnTWRBdSsuaF2hGSihBkZaMG3PT9dDod9vyVErhF4TKACwBdXpcfKCjxchgkc82lpSUxC5I2Zjwed20BvG76RGLmoGNbca95XbptJilYIf5RPp93zXIJkwj7ZJZLXnjkWaXDEZMy0yDmyrpYRKuAuG5eq5twODyVIEIlNh8eHrpG0By49aVraFoQH3KevK5EIsFWSoBgylXypvK66fuZt3oRDofddh2Z5RJosoxOtViCZCTsx+sKuiacv2LQSlAmPgwG6x3b7XB86lOfwote9KIx1aNfdUw1y1W98LjWI1kMScpVHZhck0nKVRNWQ7TG6pmhCtW46jUnVPPrCNEcWq4woytUWxQuAzgfSHMYZ+Ewed30C4UCisUiu2kkN/3z83M899xzU9tWRCIRrK+vG7kx+xkJm3KkpkBiFmIuBQi5XA5Xr14dy77D4TAKhcIYudhxHKRSKRweHo6Y5RK49e31ejg6OtLidekeBvNuFdBr6I5OCofDyGazI1Y3wJBILznXe6u7qheeTqsduJvlzwuJRMIYh4kMYr1V5EkcJvUGRG1JiTiucpiAu6IgChAkrhL3+GAwYM3aZ1QAACAASURBVAPXRfG6TIH2CBesqPDynLkAqlKpwHEc2BdLX+vYKJVKboVTNctVP4tUfdze3h57fFZz5Wkw7ZpMi2kFJwDcCRxHR0cup5SeKwX/+XwesVjMFVHMIlSTsIjOmmlcBnA+8OMwSW7609hWqG76p6enKBQKokKN24AcwRQw49c1CdMYCZt4DfLr8nrh6dhW0GFMXkBe2LbNrq9lWVotvkWtyerqqvagaw6cuTIlFVQd88LPlJhaamR1Awx5pYPBQOQrSibROjApwpE4TOFwWJvDJAVj8Xgcp6enbrtNXX9SSnqfS9UbtW1M1QYuKOj1eiiVSmxgoJtgLZrXZQpq1ZHsQcrlMur1um/1UR3RVSgU2PU9OjpyK5JL0TpavQEyhVWkYsPZpiYoHn6CE1NBHFmP6MBr+k4FhVqthqeffhrRaHRs/5ZKpbHHaF+lUim3HUyQVKjlchmRSCSwSGYatNttY521ReEygMPwwl1fXx/jxZDFAsdhIim0t4IAyK0xicNkktdFfl3zQlAOE62l6qYv8e8AuERzrxeeZVla2ZbjDGf6zVvNOwuvS4Uki+fc573wthj8RsCk0+mRyhUlFbqCHgDsoWpShCMlJpNEODqg6uY0f48ChHK57HLOVHCmudTO7Ha7uHbt2ohZLkGHwyQNiJdsdvzg1wILwuvSAVXzvJVf4oednZ25HCSCt/pI779UKsG2bTfYVQOEW7duaVUfpQojVQwjkQgy8RBavQGqbRupmCyeCLImptz9w+Gwr+DEa3VDPo3c/vXO/yU6Alk+cXxFaf9SADctKIE1AamzZtv2PZ1rGgSXAdwFvBUEYHhIbm9vs9UCXduKRcqd5xXAhUIhhEIhrK2tueocFX7VMTokVC88ChikNdEpf/tNx1gUr8sEqK1hWZZbdaRDZVL1UT2Mq9UqIpEIu4apVArJZJLdv7otVAnzMhKeFbRP1AoCrZfaQvZymNQWkWpmzJnjWpYlcpiee+45I55g1GYz1QLjQN2HWThMtCdrtRp2dnbQ7/fHKjmcWz5VwVdWVpDP58dUw1xQQB2ReQ6If+ihh/CZz3wGqVQKVzIxHJ338WN/uI93vWm84jnNa3PUkyAJJxmQ036mgkK1WkW9XmdHYFGgplrdkBeeTjJBHnwcdINXvwTWdBcpyJxzb0foXlfsLgM4DG82/X5/bNPMg9c1zwCu3W5PpdpSb0DeeagEylzVyiK1JUkQwfGbpKCLI/ISz2Pea6IjffcD+VJNa65MEzg2NjamnsdHB22pVGK98ExxPe6FCCco/BITCnTpn1gsBsdxfOf/3rp1a6SCkM/nsba2ht3dXXYigd/oKO58uJ94XdO+viSuoCDf64U3ybxVfSyRSCCZTCKXyyGTyWiZEuskFIswElb9PL/9i9fxve/fwd8ctfG/v+85fKfmnFTi+VKrVFWlSq1Cqfp4cnKCXC43ZnXTaDTQbDbF6pXOBA56j9Ny3YKAukjz5LXS+Uf3wSBCtWq16naETJ51urgM4LA4DtM0cudpQK0TNRCjasfGxgbr2aVuTNVNX7KtqFarsG2bbQumUqnA8nsVQdZEyug4Xpf6eFB4M9R8Ps9W87gLn4Iar1kugVv3aDSKtbU1IyTxeYhwvKADd1YneLJFoJmc6vuTBCcAsLa2hkajgXa7PSYkuXXr1tjv7+3tuRVkL6S9FaQFZorX5TcJQqp6+Aln1Koj3XRJrENrwlUfvW76tm2LLUkuGCPvMhM3OmlNEomEGPjovm4sFmNpC+rfubYcx3veegPf/4FdPHnSxg//cR/XX1LGozfyaLfbePLJJ9HpdFxrJe97aDQaKJVKIwpHSipSqRRbxQXkOamcC4BJEU48Hg8kwtHBU089hZs3b7IBnHctiLMoCdWkYMyyLORyOdRqNXbakU6S3G632WRtUbgM4ADs7OzggQcemCuHSZrDSKrUQqHgmuUS/DhMqVTKbfuUy+WJbvrS436tR9rks0J3TYKAgnBJQaT6JlGAMK1tBd3wdnd3kU6nRVsAbn0lO4RF8LpmaRXovIZqrqx64fl5DHpBA7+pze5dF0lwAkDLe5Cye50AThcSrysIKClRb05UqalUKgiFQmM3IMmSpFQqjZjlUvU9m80iHA6LPnQ6Xld+fLqTkxMjayIZCZv2MDs/P0c8Hh9rS56eno7slX/9aBw/95d9/GWpj3/4Hz+Of/6qFN5wM41YLIZcLoder8cGu6Re39raGvuZNIFD2qMmRTgSKDExQY1QpzioopPz83M88MADbNteEqp1u13s7++PffeSOwAw3NMm+Lntdhubm5tGCjNBcBnA4S7BXgfei0sNEB588EHRPsELx3Hc6p9qlkuQOEwmia4cTGYVxGEyURaPRCLI5XIuB4FAxrncRbmxsTFilqsGCDrBrmVZxlqPJnldEqidpBvAea1uYrGY2/LlbiAkAAJGvfASiYR2Nus4jrEbDgcTvC6C1D7h2uwcaE+22+2xoEtV856fn2NpaWlMYBUOh1k3fb+WJBcsLMJIOAivy6/62Gq12IqsJB6hahftMYKajKmPd7tdNJtNbG9vu2a5asDoXd83vM7BN//Sh/DB21285xMNtENJvO0Vw2HtFETNaq7sBx0RTlAkEgnRXFl1V1BFJ9Ic2sPDQ1c04PXCOzk50To3UqkUG7gvqrNmiqITBJcBHIalWNpkagVBx7aCDmNSpErBlRQY6NxkTfK6Op2OFq8rCOhCogDO66bPwa/6WC6XXbNcOnRDoRC2traws7PDPk96nMO95nWZQrfbxfLyMgaDwYjVDeDP9fBa3fR6PbTbbVQqFbaa6GcGrQPTgpNJvC4vdL9btZqn2lYQMZ+DymFSk75iscgGXURM5zhMZHitA10jYQl+Y8FUXtek36f3NAmqF161WkWtVhsLJIiD5wVV5rxmuQQ/wcm0ysdwyMI/engJD24s4xf+9Ai//PgxDuo9fPtr1xGLxVxzZe/79fu8OqDrZlaBDIlOTk5O0G63RwoKpERtt9tj712dwKF64UnJRDKZRCqVmqsIh4L8eXaRTIq1guAygLsABUReN31Ar0oTjUYXIneehdelgm6aQWw2vG76UlAQiUSwvLzsVj3UAEHXtqLf76Ner7O8LtNrMiuva9JrTFvxoAw1n8+zN+CVlRWW/0eBGwVf3p9L684FY4tYk3a7bUwF2+12WQ6TNIeR+GGVSsVty9DjalCgrv35+TmOjo5QLBaRSCRGAgTd0VHS3qWqhwkENRLWgZ+HGTDqz0gBglf4QO+F1p1+Rknf5uYmIpGISMDn1r3f77NKTJNrYlkWvvLlBaylI/jxPzzAf3/iDEfnPXz3F+Xx5JNP4lWvepXW35PAnQFec2W1LSkF51z1kexpHMfB+vo6W9GTJkFsbm5O/RlMGwlzMOkOILlI0Mzee4XLAO4C5XJZ27YiqF/XtCAi9DydoSm7p1au6oU3qfqoDlQmPs7Ozg7bArtx4wa7vrqVxEXxusigdlZQ68RxnJH5qPF4HOvr6xMFJ8DdeXyNRoP1EqTWO5dphkIhI/tHNVeeFZLgpN/vzxyEkxdeIpHAM888wwYSqp8Vgarga2trY276UjDW7XZxfHzMtiV1sShely6HSaoS2bbt+mCSmz4w/A7J2NmLg4ODEdWw6oXHrW80GhWDCNMBp8kqyutvZrGSjOL7P7iLx3cbePuHevjuR5PgwrdJEzhU0Umn08HJyYm7TzhTYvoeSOCWSqWwuroqttS5x8/Ozlz/zHnBT4Sji263y/ofTtsxUYVq1BHyfi/pdBorKyvuWUo/p/nK9wqXAVxALELuTGX3aW7A1JZMp9PY3NwcO5D85hMWi0U0m03WC0+nOrYoI+EgvC4OQcrilmUhmUy6NyF1Hh+H5eVlJJNJtNvtMS88v9Yjt77SPL5FGAlzVQqCbutxkuAEGLW60Z3A0W638fGPfxzdbpedSADIxHzJjFTidUn8miAtsHa7bcwCQ3oNlcOkBginp6e+5q3en5XLZWSzWffGRmtDe1paXx3bCpO8Lj8+ncTr0t3XJEoKhUL4vPUlvOet1/G979/Bs+Uu3vH/9tC1Hsfm0mCke0Bm0Op7VO1YVKubeDyOTCaDaDQqcji5ddcNMPxEOEHWhOsYSWP2goDOk8FgIM5X9n7/6+vrI2cdnc1nZ2fs2RuLxbCysoL9/f2xn+mIfEzjMoALCC+vyxRUN/1UKoWNjQ22zMzd0Iigq5rlEjqdDsrlsshhMjGiZBG8rna7zcrldRGJRBAOh7G1teUaFKuQAobV1VU0Gg23/TtpHl86nXZHKM0LJlsF7XbbqK8Ttb1UoVAikUA8HhcFJ8Co1c3JyQlCoZCYTDz77LNjN5bBYGBkXBe9X4nDZLIS1Gw2AwVwXjd94tlxARkR+en9U4CQzWZZLtgkDpMOr0sXFOSbMD6WBCeSSpwDeeGdnZ3hzp07bmWU/matVhvhJYYA/MAXLuHdjw/wubKNt3/oGD/wpZt4zbXiRFNi6XGTIhyAr1LFYjFjVAldbz7HcRCJREbmKxM4VbvjOIjFYkilUjg9PXWvgUnzlS3LYpPnfD4/d8cEk7gM4AKCqh4SvBUEP9uK1dXVkdEmqju8342Le1w1mvS+3/uJ1zUJJIn3Vji8lRBVLaljW9Hv92HbNmzbxv7+Ptv2NWFbMa258jTQNRIOAs5wmloMmUwGW1tbYxURv+oYEc9VL7xwOIwrV66IwhIdKkO322WrgxLXLQjoJsRxqHThR/4/OjpyX4vakmoVzPt8lSOmehWGQiEUCgVRRc5xmKrVqtYe8luTIOuuKzjx+zscKFBTx/MRD0+yBfI+TqKTeDyOra2tsarSysoKm2C+4YttfMPPfxh/ut/DD/z+Pr7jdRv4socmnwmm1kQCJSac4GTW84REJ+SDxxUhuJFdwFCodnp66prlqt8pF3RZloVr165pCdUkmHRMWAQuA7gJCIfDyOfzbtVAhcTP2NjYGKsg+NlW1Ot1dLvde8br0r1YJQ8zjsMzDdQbEHnhZbNZLC8vTzTNpQChXC4jFotptSSpLG7CtsKP1yWtSdDWY9C5rqrqUarYkU2LWjEkLzzbtkVfJUlwcnx8PHcRzvr6upF9LWFpaWnq9jR5tJ2fn7uKPRW0Ht7Pb1kWjo+Pkclkxtz0/WxBpOqYZCRsak0ky54giEaj6Pf7Y2epXxCu+jO2Wi13T0pBAZ3D1IJUvfAAvSrY+fk5u38lwUkiGsa3/K0kbqyG8dhflfFvP3qIg1oP//gRuZNAyeu0IpwgmCQ4AUZFJ61Wa+pglyg9yWQSnU5HVPpy63t6esqu4yIT2MsA7nmGeDzObiZq/XjNcgF/+4Td3d2pX/te87p0Idk9+LnpT7KtoAOCCPlUTeAUVLq2FYsyEk4kEnOdudpqDQfE0/pTNcCyrKk4YqoX3tHREZ577jn2ZiAJTpLJJBu8+ZlBL0KEY6rCaVmWG1x6fa12dnZGPjvdMLiAIRqNwnGcEbNcQiaTQSwWE9uCHD0gCJ/OBCUCkDlMfvw/HZDicW9vj02A/AIGugZULzwpKOh0Ojg9PcWVK1dmfs+cuTLgLzgJWRb+2WvWsJGJ4t//SQn/16dOcXjew9e9RDY+brVaWueT3z7xVh3JH48sWbygdadpB+SFZ9s2u77hcNhVB3uhW92VQNXCoAnsNGi1WsboKIvAZQB3gU6nw9606MCdt32CKesRSe6sA+LFSApRMnf1ZuC2bSMWi42Z5RJ0bCtM87oWMV9Px8OM+Ef5fN5dT4Kf4GR9fR2hUGjE6ibIBI5UKrWQNUmlUsYCuCCJiWqWS1VEybz17OwMzWbTrUhQVXh1dRWdTkdrdFSv12MrGyZ5XfT68+QwUZttkt2DGiD4mbd6QZYrjuOIAQC3vo7Dz7ud1Vx5GtB1E4Sv+OUvy2MtHcU7P7SHDz9dw34ljFc90kMuOVp95MyVSXRSr9dxcHAw9h1L1cfDw0OEw2Ekk8kRq5tJghMdcr6fubKEIB2I5eVlI5Vfv0k4qhcsdYQAf6HavcJlADcBfrwu3Q3ox+syXQKmG5vXTZ+D93FSpp2fn7NVGj8OUzgc1qpCPd/L4uSFl06nsb29zR7q0gSOVCqFw8ND1yyXQNUC6YbDKaF0QdnsvFXUJgQnwDAQKxaL7nqre2NjY2MsSCXumLeCQAECd3Oq1+vodDrse5b24iQzVh0Ok26ljUxzva3SoNeNapZLXnjNZhMHBwfsGagGDMT5zWQyWFtb81WhcoKTnZ0dNngLsiYSr8sUdIn5Xjy6lcRPvnkDP/QHJfzNqY0ve/eH8K+/II3V5KiQqlKp4OGHHx55jJKVQqEwYnUDyMkEdTNMrImfmteEkbAfdLtIfh2h5eVlkRNO85XVjhCBS4YvVaj3AUzzujhQIKHTegiFQu7oLNVNXwrGiD9GTtqqmz4gz0PlqmDpdNptoai4X4yEdV5jUjWPeDGTbCtUwQlwlyPSaDRQqVS0R3Nx7Yv7ZU2mhWQ4zVlvBJ3AEY/HEQqF8NnPftYVBRFu377NHqJEbp4W95rXpQsKJLwBHKlSSZWnfi9SS/Lg4ADA6PcTi8Vg2zYODg5w9epV9nk6thX3C69rWvgFK+VyecQst9VqjZk+q1Bb2qFQCFvJGH7jGx/BP/nPn8BO3cYPfayBH33TNl66Nvq+ufUlpbgXUkBmck0kJBIJUWmvGyh6J+GoFTEa6eeFNF9Z6ghRZ016zzpCNcBswUEHlwHcBXRbYLqIRqOIRCJYX193pcoqpBvXysqKa5ipSqMdx2FNXYHhRW9ytNG8OUy5XE7rxildKI7juJxF4ocRNjY2RMEJcLcFRF54lmWJgpNOp8OuialqU6s1OiB+Fvi1CoL6a6lWN9Rqz2azbDXPu6+nmcBx69atscfIBseEEtSP1yV5U+keznTTnMWElgKEs7MzthLe6/VQrVbH9p1lWS5/KpvNjr0HKei6cuUKayRsyq8rCK9Lgl+woqPSpLZktVp1W+2E4+NjccILVR/J7omqw4CeIOIn3rSOn/yTU3zqsIPv/N07eMeXXsFrb5itYi0tLQUKSDhQEO7dUzTvVcJgMBir7krzf4vFIorFonvGUkfo1q1beNnLXqaVJEsdIdOOCVyytghcBnAXePbZZ3Hz5k3fAE6d4aljLgrcDRD6/b4YeEkbkzuQFsXrmtZIOCi4FhAFCNlsFtvb22M3FT8ugmVZODs7Y1uQOhe+BJO8LumQNCk4oX3CefOFw2FkMpkRqxtg8gQO1XesWq3i9PQUmUxGvElw6yuNzHIcxxivy6+CMg2vaxaQcjWTyYy56ftxldTHVSui7e3tsUDCj8PkOA7bzpq0Jlxb0KSa18vrCgqvuTIFCM1mE/v7+2yXQ6qO1Wo1rK6uYnl52RUFAXc9HKW2oFSV1MHfevnL8D2Dv8Z7P9PF732uih/60B7+69sexHpaPxgIYjiti1gshpOTE0QiEZdTSphU3VU5pSQ64fbu448/jkqlojWaS8KiOmtSsjZvXAZwF0gkErh+/fpEDpPqph+Px9mbU7fbxcnJCdsCk9z0dbEIuXOr1RJbXdNAvQHl83kxm/eWxakt2ev1cHh4yD5HEpxEo1FjbTAOJnld3laBCp2bJk3g2NjYGAuGqe3AtWrJVsZrdQPoBbu2bRsV4ZjkdXGg60YngPPaKXS7Xdcxnws4B4MBjo6O3IqT6qYvcZUAvkrT6/XQ7Xbva16XFxL/T5rLSSDRySRBBM2spX2iWhHl83kt2wrHcdiEwjSvSzISHvR7+O7Xb2Cn2sVnSi3cqXR8Azi/6iNnOM29Dyoo0CQIr7sCZwsCwHVi2NraGrG6od/RFUTMaq48CfPurNFrvPjFL564t+eBywDuApFIBKenp8aqNM8nDpNt274cJlUMQZWhaaqPqhfe7du3MRgMxOBKUkrqtG9aLX9zZR30er2peV1BoQpOvF54OtVdOuxUs1xCJBLBxsaGaGujMyFCEuE4jmN0Ta5cuaJlg6GTENm2jX6/j/39fTSbzbHMXKoiHB8fu1zUtbU1dxYleQlybUG/G5oOgnCY7qX1SDQaxfn5uRv0qkrpST5iJFKh1vxgMGDXsFAooNfrsQmmOp5qFvjxunRBQYmUmFiWhdXU8HZc707nS+kVnVQqFRwcHCCbzY59fu/8X0oqUqkUrl69yl6/N27cEAUnJgJ9vzXx8//TgYkAblJHyITxcVBcBnAzwM//ypTcmW6Os3KYqP1bKBRGpNHAsCqYyWREDpNqlqsGCLpVmnnzuuYhONH15lPNckn5JAVjNDKmXC6PeOHV63VEo1Gt9SX+lndP3msRTpDXmFThVCsIZC7KHaAch4m+n2g0yrrpA3K1gJv0QTQGHV5XED6dKfd9Skq8e4LjMFGAUK/Xsb+/P5aQSsFYvV5HvV7H2toacrncmGrYlG2FZK6se5MPyuvSgSQ4Ae5SEuLWsB25d1zBYaqJcrk8wgdVvQcJxPktFotYWVnB0dGR1vzfWq3GBm+xWOyeiXBMgvjEwGzzlUmoRuJAL+6VEvUygJsDTJvmqhymadz0JdsKuvl6pdE011C6SRCHYVoswkhY4nWZArUFyS9Nhd+Fr5rlkvJpkuBEp7orYVFGwtlsduqpBH6g1onX6gbgbUGA0X3oddPnDlCqmHHVAslNXxfz5HURZuUw2bY9wll86qmn2GuRq8BR8LWysuLylghSS7LdbqNSqYg+kjpQzZVV+AlOdEGtx1k5TL1eD41Gw503q17v3W4XtVoNKysrY+dArVZDMplENjG8HVuxFDY2hkkM5z0YCoXE5MO04MQEr8uPd3l6esq2r/2SHK4jtLa2xib1wPA8CYfDWvOVpckysVjM2JxoE7gM4GbALB5mqjTaLxvwcpjUAOH4+FjbtoKrKJnkddEw51l5XX6gStCkAE4NEHRtK3q9HpLJJPb390daQARp3TlvPBPmypOwCK6HZK5MbfaVlZURqxvHcbC+vs5eD/l8HrFYDLVazVWYUYAg2YJIAcMk+4R7xevS3e/kYcYNiPdWHSlA8GtJ0uurXnhXr15Fp9MRzUelgEyqMM6bw+QnODFZCSJzZVKlqtVd7+sQ99ELqm6m02nXLFd9r5LgZH9/H8vLyyikhxW4Woef5qC+30WsSa1WM0JJ4RKTwWCAfr+Pt7zlLSiXy+x8ZW6NNzc33e+nXC67++z8/BztdlsUl5lKknO5nJEE1hQuA7gZQK1Scl2fxk2fHqdNSG76AL/JyHpkb29v7Ge6F6uOX1dQqLwuU1B5MbTOhUKBJRero4vUcUiSbUWv1xPne0ajUSNBF63JvAM4Sdk5LajFkEql8OCDD7Jjgbz7mg5nClBVqxv6OWdpUy6XXd6pF7r72i+AM8XrokTNW7ny4+twoADh7OzM5YcRGo0GDg8PRdNcqjqqbvqAXktyMBi4CWekvotIs4Ru7gEMEvLekT6fn5Gw6TabrmJYVUqTIIoCbfV8oH8fHR25CSElfYVCAe12m62CAfz6RiIRhMPhsfN0mmA+Ex8mPvUJARy17U2pqKUgfJrzSvXCkwQ9FGiRgAe4yyuzbRulUmlqoRrAd4TulWPCvcZlAKcgHo/j6tWrY6VpPw5TPB7Hzs7OmJs+oMcR8+N1mZInB+V16b5GsVhkh4uHw2HXEVzlxUjru7a2Bsuy0O/33cOYAoR+v88GBpIpsdTOWSSvixvQrAtqJ/mZK3tbDFIVzLvuVOE5PT1Fu91mv0OAH31mWZbW4WlShEPtkWl4XUFBgQQFcGqAcHJyMvXoKAAuP8zrpk9BBsdhchxH5DZxiEQiLK9LPWOKn/hppHf+EIev/yk0rv/dqf82wY/DZKraHo1Gsb+/7/KQ1O/Tz45F9SokL7xYLIa1tTX2PA2FQlrVXQmz8LruBnD+e3ZpaUm8NnVBiQl5B6peeIeHhyPrTWuhBlBE6UmlUlhdXWWD3Xw+D9u22TO42Wwaafu2220jLXtgGKjNezqQKVwGcApIncZVHqTB39evXzdSUl0Er4vaSVwAN23GTG3JVCqFK1eusK2VjY0NlmOTz+dRqVRcs1z1NbmgttFooNlssm1Bk+1Y07wu71pSq10HlmUhmUy6gRgFJ7lcDul0emSfqIGwqkxTvfAkY2du3ROJhLH5fiaNhCe1SoPYPXjd9KWgi2ZQUiueTFzJtkKnCmZZFjKZzNwGxAPTcZgGsWF7LNQNJiyatsJJVcd2uz32+3StHB0dwbZtdzYqIRwOo9VqYXt7e8QslyCt+/Xr19n3q8vrCqLmPTk5CVQNz3oqcFJiItkxkRdeuVwesboBxpMJ+lz1eh3lctkVt3m98HSoDFIXx6QIR+oiLXI6kLcjRH6a9wKXAZwC27bZ4O1+4nXNgna77fp1ed30dUaUtNttl28gBT5S9VGnpXUveV1B/5bXXJnaksvLy7h27dqY5Ny7vnSwrq6uuvP4qtWqe2ClUikkk0nxQDQxgWNRRsKmkEgkcHZ25pL11dbPNLYVqpu+4ziih5jEYdK1mliUkXC9XvflMA3iw5+Fu/7JCyUlXtuKTqeDo6Mj9lw8ODgYCX6oKpxOp9n1TafTouCk3++zaxWkOmaS18VVZKLRaGD7KLWFSuv7zDPPjCV/xMHjPn+z2UQ4HB4xyyVI/MazszNR+KYDStTmaSRMhQ4TrVKpIxSNRpHJZNh7lSpUUztClyrU+xjz4HV50W63A1U9vNLoUCiElZWViaa5qjFptVpFOBzWqtLkcjljGY+EILwu6VCfRXACjM/jo+eqSKVSWFtbG6lwqhWe3d1d1qpBaklykw1mNVdWIRkJm2wV6CQmVEGo1+vY29sbqSAAcjA2GAxwdnaGVCo1VkHQNc2d5NdlAkF4XX6vL4krpCDftUVw4lgG0Cof4PDwcMS2Qv17xGFKJBJuIEYBgtR6wPmUwQAAIABJREFUBPj1rVar7GfxmwQRBLq8Lt1ghQQnkrmyKjqhpEKqglGg0G4Pz4Zqa2jcnEqlUKvV8Oijj7LvV1p3SRE9b8GJnwjHFOi6oQBuFqGaX0fo+vXr4v2QE6rdK1wGcFOA+usmeAcShykcDmN5eRm2bY9VP/wEEV5p9GAwcG1CdKtjOlg0r2tWEMlVtWGhVopUBSPuGHBXdFKpVJBIJEQvtrW1NVZwkslktPhYixKcEBHdJNQWAynyuBaD1y6EzIzD4fCIWS6BBD1cC+z27dszizgAs95UfuR/6SyZ9mZHAUKn08He3h5s2x57PS+Hif5+rVYbBo9Lw/XKRvruNSBxmAaDgZH1lZBIJMSzRDcAiMVi6PV6Y5UryWbCD6oQShWdNJtNlEoltppH1UdK+rLZLFZXV8Wga39/HxsbG8j3BwBqaPSG3pyDwcDYgHhTIhw/0LUTZF4x1xHiYFmWa+8EjJoZ+81X5h5vt9toNBpz7azNG5cBnAKJwzRtS0l105dsOXK5HFKp1FgmSJvIa5ZLkDYm57B/v/K6JFCVZtqyOAVhq6urIzM8Ad5sFRgeYGQL0mq1xrzwJNsVSShhekC8F4sSnPiZK5PqUW0x+AlOyOTT22IA5P3L3dAknpJJbyoJft5UuqCkxM/DzNuW9LYe/ThMsVjMJeevrKyMBfaO47AB2d7e3rCCXhlWLEITWqiz8Lq88ON1cfSVIKB9op5PVHWsVqvY2dkZeS3VjsV74z46OnK5qMVi0RWdkHp9a2uLfQ8Sd4wDrUk8EkEsbKFrO6h3Bsgm5ifCmQWTVN/RaBQvfvGLx+YrcxV0db6y2hECII5RHAwG7Lmsuz8X0VmbNyYGcJZlJQB8FED84vf/m+M4/8ayrN8A8NDFry0DOHMc55WWZcUA/CKARwAMAHy74zgfufhbXwPg+wA4APYBfK3jOCeWZcUB/J8AXg3gFMBXO45z++I5Xw/g+y9e50ccx3nvxeM3ATwGoADgLwF8neM4M82uarfbiMfjri3ING76asCguulXKhVxPBQdiF6YKmfPm9dlChQgpNNpbG1tjQQS3iqYemjYto1YLDZilqtCakleu3ZNHLiug3stONEBjXvK5/NjVjfAcH25atPGxoZbdaxWqyMtBklwQqKTecGP1xXEeoRrKXFt9kmgoFWt1Ni2jbOzMzQaDSwtLY29P3XGp5r0dTodLdsKSkaCVGUH8WGrLdwZXnd+RsJB1oTDrK1S7wQODt1uF+fn5yM3dKoKR6NRbG5usuOQJMEJJScqSOVrArTnIpEIrudjeOqkg+99/w5+5M3Tq44nYWlpCZVKZSqaDolOzs/PcXBwMOaD+ba3vQ3Hx8fsd7y6uopnn33WVWcHna+8iATWZGdtMBgY7RhNi2kqcB0AX+o4zrllWVEAf2xZ1vsdx/lq+gXLsv4dALr7/jMAcBzn5ZZlrQF4v2VZjwIIAfgZAJ93EbT9JIBvBfBDAP4pgIrjOC+yLOttAH4CwFdbllUA8G8wDAYdAJ+wLOu3HcepXPzOTzuO85hlWb9w8Td+fpbFeOKJJ/D617/e9WjyBgjcRpM4TFI/3qTceVZelwrp9+lCkgI4lYNAAYJUBSOVJIEO46OjIwwGA9y5c4f9+9z6hsNhVtxgck0kmBScSO/Ja66smrFKg+MlInI0GkUkEsHJyQl7I5YO1v39/Sk+wRCmRTi6vC5dSFy3fr8/4qZP1z5n3kp7mWwr6PtZXl5GJBLB+fk5Wq0W+335BQwSpDUJmpTYrgp1eJMkoZbE6zIBEiVFo9GRtiRVwWhNJe4jcX4zmQzW1ta0BSeNRkNrtNwieF0PPfQQnnjiCSSTSbzj71zB239vF0+etPGt77uN73xk+vm3BNonqtVNs9nE7u7uSIFA3b/evUU8Uq/VDQDcunXLN1kzMT/WVAILzN5Zm4RwOAzLsuYuTOIwcSc7w09Nva3oxT/uSljDb/YfAPjSi4c+D8CHL557ZFnWGYYB2CcBWABSlmWdAsgCePriOW/FMJADgP8G4D0Xf/fNAH7fcZzyxWv9PoC3WJb12MXr/cOL57z34vkzBXDJZBKnp6daNy4J94PcWQeWZbnVQZJGO46DSCSC5eVll8PkVVCqHBHVC08aRSKVxXUrCFKGb3JNJJAjdxCoohOqunD8P2C4vrQuaouhXC5rZbO5XA6WZc11TYKKcDiQai0oh0l101cHm6t7ptFo4OjoaKyaR9es1yyXnq9jW5FIJIwOiOfWZBYOE1XgyEYkFovhySefxCtf+crpnn+xJ09PT12zXLXly723wWCAk5MTXLt2zTXLpQBBCmoBvvqYSCTua16XzmvQtXl1OY6ffet1/MAHd/E3R2388B/XceWBEl65mcTnPvc5dLtdDAYDcV+dnp66PmYqr4zUk1LSwD0uBTjPPPMMbt68OXfHBImGpBs8TzsJRxWq+RUhvCD+6Y0bN4wlmNNiqlTEsqwwgE8AeBGAn3Mc58+UH78OQMlxnKcu/v+vALz1Isi6imFb9KrjOH9uWdY3A/j/ADQAPAXgWy6eswVgBwAcx+lbllUFUFQfv8DuxWNFDFu2fc/jM4H4JDrwq1yZkjtLoEkQauvRa1vhDYy8VTBCsVh0syqvm/6NGzdERY6ObcX9wOvSgZ+5Mq0xmeUSJk3goKpjvV7H8fEx6vU6er2euCZcQKY79szPXFkXNBzeG3D2+31jiQndNCORyJibPmefoHKYgNGqcCaTYas03W4XJycnuHLlytjr9/t9rRu2NCA+EokY5zDpnE+TbnRUgQt3amg2m2i32zg9PR1JTuhveN3viQdKnEQyyyWEw2G2Van+bFYE4XUFtR6ZFXTmnpycuMbk6s+87cZ/9eo4/sMnbfzFYQ/f8J/+At/yaA5vfiiPbDbrO4FjeXkZjuPMVXBCQY4JEG/Y244OKtZSeegkVEulUlhZWWHvxep5rU5HkoRqAH8mh8Nh9iyZN6YK4BzHsQG80rKsZQD/j2VZDzuO8+mLH38NgF9Xfv1XAbwMwF8AeA7AxwD0L9qv3wzgVQCeBfCzAN4O4EcwrMyNvWyAx8dgWdY3AfgmALh27ZrPpzRbFqeye9AATm1LqmpIAr1X4jDRz0mV2mw2sbOzwwZrXNBFStbnA6+LMGtZnDLUbDaL7e3tsZtNLpdDMplkM7dMJoPj4+OReXwEXa5HJpOZa6uAq1IEBSUmOt58oVDI9fkiTikwPDxv3bo1dt11Oh00Gg0Ui8UxN31ANseVbCtM+3V5YdoCQ3qNarXqaxFBZrlkXaEGteqeODs7G64JgJtWCKF+E/1OE8lkSuTgSdXHwWDAchJnMVfmXpuDDq9rEizLmig4Ae5a3VDHgdtbtO5eMUqr1XIV1qrVDf3cu75f8joH3/rLH8b7n+3g3/95FTU7iq99lb+FkEkRTigUYtckEolotaH9QEm9N4AjzqJ3vjLgnySrHSEakUgiH6mzpuPKsAjHBB1ofQuO45xZlvURAG8B8GnLsiIA/j6GVTb6nT6A76D/tyzrYxhW21558fNnLh7/TQDfe/FruxhW63Yv/mYOQPni8Tcob2EbwEcAnABYtiwrcvF62xiKIrj3/EsAfgkAHnnkETN19SlANhucm75UBaOyrapMIz4BFygQuA2YzWa12giLIOb7lcV1QW2CTqeDSCQSyJSYOCJU2fG2dtPpNOLxuMjpMFHRMi04mXaGYRCQ6vHq1atotVpja6zOoVVRLBZRrVbRaDTGRCc3btwYew7xIbm2pG6SRTYp8+Z1NZtNIwHcYDBwq2Gqm77jOC4vT4XKHaOkj7zwAD7YLZfLSCQSSCQSGMRyCHcqyCcs2BdBog78FImNRsNIACcJTvxEXxOrj4pSmlrtzWbT5USqz/dWH+msWV5eZvcvwK97s9lEvV6f2qImHLLwtZ+/hAfXc/i5jx/hP3/iBIf1Hr7jdXd9KE2IcCRQED7LviahWj6fF7/DZDI5ZiFDdlqqWa4KiY9+586d+8oxYd6YRoW6CqB3EbwtAfh7GAoIcPHfTziOs6v8fhKA5ThOw7KsNwLoO47zWcuyrgD4PMuyVh3HOQbwRgB/c/G03wbw9QA+DuArAfyB4ziOZVkfAPBjlmVROvEmAG+/+NkfXvzuYxfPfd8sC+EHakuurq5iaWnJ3YSWNfSkUSNydfOsr6+j2WyOuekDslLST5EzT7kzWY+YQNCyuMpBoAxVyrbUsjhVHSlAkIQPAH/hJ5NJlpdnktclrck8xBV+AZy3xTCp5aui2+2i0+mg1+uxB6Uk6AF4YnO322Wrg2RHYgJ0EzLR8pG+p0QiMfb5KEA4OzvDnTt33KBVJY5zqFQqbktyWjd9P+4Yh5e85CV4+umnh8PE48MALtStwl4yYxAN3K0EmYAkOAGG11W1WnXNcr3r691H9LgqOikUCsjn8+h0OmyCKVUfK5WKuCdMinC+4uEC1tJR/Ogf7OP3PlfFUaOHb3t10tdI2ARUw2nvBI5pzw2ijDQaDfbMsKyhO4COUE3CPB0TCMSHfN4EcAA2Abz3ggcXAvCbjuP87sXP3obR9ikArAH4gGVZAwB7AL4OABzH2bcs64cBfNSyrB6G7dVvuHjOrwD4L5ZlPY1h5e1tF88pW5b1LgCPX/zeO0nQAOB7ADxmWdaPYCiQ+JXpP7aMTCYzdrHSQHmuglCv1905iV5YlmWE1NhqtYzKnSVel4myOKmfNjc3Ydv2mGeX34Xf6XTc0S6qdJ0LumKxGIrF4lh2TO9BB1JZ3NSaAHKrANC3wAD4eXxkBs3dONXpEWqLIRqNsutr27Y4FziTyRgJsFqtFtbX19l9bepGNIty1VHc9KllJu2Jg4MDd60sy3IDhHg8jq2tLba9wgUFJDjhWqUm14SSQXecVqeKIKYYZKfhvc51THOp41Cv17G/vz+SqFqW5ZqUq9U82n9nZ2coFotuwKsmiDrB7tKSuQHxfiKcoNfNa29k8O4vv4Z3fGAXf7nXxL857+H7nc/gja99ZOq/MRgM3PF8ZHXjVf8Cd/eZbds4OTlBo9FwK7bkhXd4eKhFFSELl0W4A8wzgGu328Ym4ZjANCrUv8aQt8b97BuYx27jrj+c92e/AOAXmMfbAL5KeM6vYsir8z7+LIDXyO88GOr1OrsBI5EI2158PsmdgelbpWSWm0gkxBafZFtB6tWDgwM2YJEufC4Yu195XUFegzNXJpItcRm9Kl8O6+vrbqvN22K4ceOG1sHq937n3SogEY4JUOLAeZhRYuB1059kW+Eobvo0Oi6RSIhtQS4wOD8/1+LGmOR1SRymaDTq7hfXSqQzeR6q9H5JyOD1wpM4eFz1kfa+apZL6HQ6OD09ZUniZHUxLfx4XVwVPgiCCE6mCexeurqE9/wv1/F9v7eD56o9fPcHSvie2kdxPTv6WcrlMvv3jo+PXS4qWd0Aw88uCU78RqXpYFHuAKboKCRkouvfK1TjOknzVCpLuJzEMCNM87pMc5i8bvrJZBKbm5usskrlMKkckZOTE62ggMriJowu583rAu4eLkEDOFX1KGVnljU0BPW2PLrdLkKhEDuPD+DXl7g091urwC+TNpGY0J48OTlxKwiESqXCKhIty0KpVHK5qCsrK25bUte2wnEcnJ+f3zNely7Iw8zPm8o181WmMahVR/LCK5VK7PPb7TaazSby+fyYF56ubUW73R4L3oB7z+sKolyVBCd0DahWN5IpsWVZqFQqI/vEAvCDr03jpx9v4DPHXbzzT87xg393C19wbfTzcEIUOoO49ztvEQ7nmBAUg8GAPU+4SjBRRjKZDLa2tqbuCGWzWZf/zE1H4s5lE4GuLi4DuCnhx+uaN4fJsmQ3/UlcBK+bfjgcxsbGBjuCS+IwSa2QRZjmEs9jngEcmSurNyBqS07D9VBFJ8fHxzg8PGRvOI7jiO1gnWCM1mTeAZypVoEqOAFGvfBIiQrI5q10cIZCITegVysIAFAoFNDr9dj37DiO+D1K0OUw6bbGJF6XqeuGbD5KpZLLn1XfI/mILfUjyABonOziMDUcaE/PUb3wLMti7VgGgwF2dnZYwYnumkwaEG8CJoj5KmzbHuGH0f1BFZx4q4/0eSjpKxQKaLVabNBFCmzvmrzui2z8k5//MP5kr4fv/+Auvu216/jylwVTnpoU4UiYtYukzrCm+yCX6HBzrSnZK5VKbJVV4kWn02ljbfV54TKAmxJ+HKZpQQFCLpfD1atX2TJ+Lpcb4zA5joN0Oo1SqcS66etwmPx4XboH5aLK4isrK+Kgaw6hUAiZTMa94OlzeQUnKki5Sgfx2dmZe7HrVB/pO34+tQq49tE0Pkyq1U08HheDpHQ6jWKx6FbzqMJzfn6Oo6MjrdFRg8GArYCZ8usC7lpHcLwu0+KKSYpE1U3fz7aCI4eHw2G0221sbW2NVbZogHqitAHcAXJxYHDx/W1vj49wmgevywuTghPpPUnmyiSEOjo6QqvVGklapeojebrRWaNa3ehWdye1qL1rEo+E8c2vSuLmWgT/9ZOn+D/+uISDWg/f+Bp+SosfOBHOpPclgQI1b3BF+1ZHqKY+Tt55zWYTt2/fRjgcFs2MdYRqEkx21uaJywBuSpCnUa1WG3PT17GtIA7OwcEBu6EkDpNlWVrl50XxunK5nJGyOMd1owBhY2OD5ZNIbtn5fB5nZ2eo1+sjBpn1eh2dTkdsC3KjvHRhulXAkcG5VkFQUPXRtu0RqxtgcnWXKg+qxQ23d+PxOAqFgshx1IEfr0tKroK0wIjX5UXQYIUCBJWHV6vV3IqhVH1UVcPLy8tssBsKhUShxK1bt3wrH7bbQvXfr368LpMB3CyiL9ULr1qt4plnnnHXxFsFs217ZM3D4TB6vR5SqRSKxeLIWkrBWC6XQygUCjyVRYVfACeNSrMsC//4kVVsZKL46T86xG/8dRml8x6+/qV84iUJTsLhsJbh9GAwQCwWQ6FQcM1yCd5kTYU6X3kaoZr0eCQSEc9+XZg2El40LgM4D8LhsJghra2tIZlMjrjpn5yciPYfgFyl8RpEmsasvK5pIEn7VajjXPxsK/L5POLx+EjligIESVgitXwdx2GzM5LEz5OYb1JwQrL4abz5yAvPbwIHBxq5s7e3N2Z1A+gdrCZFOH7mrfOeOUjVPK+tDqlSq9Wqyw8jcKOjiH8H3G0bU4AQCoXEeZ0AX6WRqiR+bcGJfmjJYSU3fev9OL/+RkgDbSYZCevAT3DS6/VGzHLJC0+qgh0cHLBJ3+rqKjKZDGuNJAVktm1r7StSruqsifR9SGtCQZcfvuyhZaymovjhD+3hI8/WsV8J45Wv7iKfGg226dqhgEvlOXP8W8san/9LSKVS+PM//3M3gKPP1W638cADD7DJGqA3X9nPMcFUAmuis3YvcRnAeUAkaR0OU5DXWITcWUed5QcyQlV5CKqbvl/1UW0BVatVRCIRdg3L5TIikQgbeJlSKs5DcCK1CoJCbTHk83lsbGywrUFvQKZWeHZ3d9mMWkomtre3jaiovVy3eUD1pvJi2nWnAKFWq2F3d9c9vOn5g8HAbaUR6OZWrVaxurrqmuVO8mhLJBLI5XJG2oISZuF1NbZfh8b2G5Da/QiufOhf4Pzz/iUc54tYcYUuD3UwGOD8/Nzdl4PBAI7jjAhOuHawKgoiLzxAFpZwVclYLIZGo2HM21ISnJji5lJw5VUyTtrTjuPAtm28LA+86w3L+NE/quBzFRtf9u4P4199QQobqbuVRPJdfOihoUmEyvktFotaVIbf+q3fQjabZddk0Y4Js74Gddb8MI1QbWVlxSj/expcBnAe0KZ5vnOYpNEesVgMqVRqyH/xVM/8OEy5XA7Hx8esF54p2wrdNZEulFl4XdPCz1zZsqyRFjvdgKbheqgthpOTE1FwAvDrm8lk2OBtEa2CRRhOq35dXjd9ybzVW72htiRVLFOp1Nhe8rNP0BlTFITXpduSJOuRQAhFcfglP4XiJ96N5Sd+HQ99+qfQL0QQ+TvfA1xUFKnj8MQTT7AVVklBeXp66hLwC4WCex4Vi0X0+30xweQEEbrw43XpgoRanMLZFBKJhNtWVK1uAJ6Dp3YZIpEI4vE4/scveiW+6NUO3vYfPornajbe+bEm3vWmbXz++nDvDQYDnJycsPv65ORE6/3OW4QD3D1PTAZw3o4QtWM5CxBJqFatVtmzl8yk55mseXEZwHmwt7eHmzdvGhtgPK3cWQcqLyabzSKTybDVPMlN37KsMQ4CvV+uJRmPx5HP540ciKSOmyeviy78WatKfvP4yC2fW5O1tTXXo43m8RG4C38wGIhVs0UYCZsCKVd1lVuqnQJVNI6OjjAYDEbWXHXZ7/f7IxXhQqGAwWCgZVtB3mU6N50gfDoTZt7AXa8y756QhDkq1BsQ8RZVHF79Omw6Gdx88j8i8tEfR+npT+CZl30rnFDEDRASiQSuXr3KBvxSsLu6Ok6q9+N16YKSkll5XX6gIHyayhLxnKvVKnZ2dsYm9JDgxLuP+v0+Go0Grl+/znrhSevrrZotLQE//Pocfu6TbTy+18R3//c7+N43bOJLHsgGEpz4URmmEeHMAr9JOOFw2BWPJBKJkY4QB+I1qhY5KmVEpwghJXCtVgtbW1uiuGIeuAzgPKDM3ARog0utUvUGlEgktGwrqC25t7eHWCwm3iQk2wqd0v+9MBKeBeRpRAGc6oUnkV+5dbdt210rbh6fJDgBZOUah0XwFSUj4SDgEhOaPlAoFFy1mQq/fX18fOyqs9fW1hAKhZBKpbC0tCTyunQ8l/xuQovidem8Lwm0RyKRiHsToj05TfWRkr6VlRU8/PDD4y2z174W3b/6QoTf98+xvv9BZJwaDl//k3Biw++g0WhoVWtn4XVNCy+vaxaoa6fe6Gu12ojgRIWXg0dJXzQaZc1xw+GwKDi5ffu2EbpILpXAO16fwi9/MobffeIM7/rwPkrnPXzVywtGBSenp6da1WgO1JbkPNqA4fnAJbE0mYimdEzqCFWrVdi2bUypzoEcExaJywDOAzL41EEkEnFbBaqbfjKZxPr6OlsJ2tjYcFtAzWYT5XLZPYx1BRGc7D8IJF4XYK40HrQsrnIQyAtPCgosazijlsriVOEhs1yd9e31euj3+xMrHLNgEYrhdrs9VYuaeDGJRIKtngC84IQqPI7jiBxS8nvzPra1NU6cN+3XJfm66QTafiAPM47DxN00e70ems2m6xdGNyAijqvvlZ7fbrfR7XaxubnpqlLVm5tO9VEyEo7+D1+Bv96r4OG/eheSB3+KrQ/+U+y9+T/Bieq7zAfldXHwU2lK5sreqiPtT2kCB+0Fy7Jc0Ukmk8HKygp2dna0BCfNZpMNPPxEOLrBlbQmDz30ED772c/iX37xOjYyUfzy48f4xT87xmG9h//tpv5rcEG4ynVVec6tVktrvjJNSWk2myINQDqvdTpC5Jgwz84a+aIuEpcBHINsNstelNLGJO82MsulL5b663t7e+zzdnZ2pn5P95rXZQqdTsed+OBtS/pd+OphTAFCr9cba1ESJMGJ7iEpmSubBFmPmAAdIoPBYISHR35Lk+xuqAVEbTZJcBIOh9kDV5c/6ndjNtWKoGDTNIdJddOv1Wo4PDxELpdjOWLe16JrWTXLVSGpJPf29rS4otJ+9+Mwnedeit0vey+ufOibEa88heTeH6Nx401TvyaBgvBZRwxRgHBycoJ2u41erzcmOPEmP6QApqpjoVAYaUtyhH2iisyzLegnwgkCKTEhqszXvLKIjUwUP/GRA7zvs2e4cxrBI1/QRzI2futXhVCUVJBFENeBoaqvyivLZrPac1LT6bT2muue49M4JkwLcgeYpwhxWlwGcAzOz8+1NuBgMEC1Wl2I3NmEWtDvNablMFGGury8zDq0r62tsVnKYDBAOp3G4eHhiFkuQVp3jpu3KF6XrpGwBBKWeKt5tm2LXLdoNIrl5WXX+JLgJzghHzzV6ob2ps6+ltoBrVYLq6urRtYkHA6LvC5dDtMkvo5EA/BWEHq9nkgc91ZvqCq8ubmJSqWCq1evsq/BBWQ0b9ELU35dfpjEYepnttHc/NvIPfV/I9wJ5kafSCRG/BDVAKFUKrED1L2CCOLM9no9hEIhrK+vswbLUnVsc3Nz6ve7CF5XIpHQvm6kRIMzV3Ycx13ncrmMXq+Hl6UcvP1vp/Duxxv4ZKmP/+nffQjf9ZoU8om7SQMlZarVTTgcRj6fh23bouBEh8ogodVqzdyKJZASfp7TgdSkhLoV9B2YohpNi8sAjoHuIbkoubPK65oFagnY66a/vr7ObkJvwKByRHZ2dsbWrNFooNlssm3BUChkxIvNj9cVhKw7r7I4ZajxeBw3b95k/f+kgCyTyeD4+HjELJfABV2krJT8m3TgJ8Ix1Sqgm6aJ+aK2bbszYlU3/W63i/Pzc5bDRNUxtYJAvlbczYkoC14Ok+M4xsQKJnldfq8xqcI5iI8PulfNcqlSUyqVYNs22wkgwQmAkQBhdXVVy7aCbIZ01iQIx9AErwuQDae5LgoH1Qvv5OSEDUBqtRoqlYpbzaOfUwX+5S9/uWvV8loAX/KF5/ian/8j3KraeOfHm/jxN1/FjcLds55LPkyKcChRndYxIQgoqZ+2C+AnVJPOZJqYtLu7i1ZrOCGFiggmAlodXAZwBjAPubMX7XZb5CRZluUO6ybbCr/5j4VCwW0rTeumLz2ezWbZgHcRxHy/NQnytyaVxcksd5IpMTeBo91uu8G3xLuS1l1H1TkPI+F5tgpoj1AAp7YlpQDDSxynG1e5XEYulxtz0yd1tXS46thWSBwm0/M6JV6XLiSuWyQSQa1WQzwed81y1XUEgFAnhDyAdmUfh4eHbkudkj7ywksmk0ilUmJbUAqEdSCZKweBtCZc5SYoVPsY1erGtu3/n703j5Lkqq/fb83jAAAgAElEQVSEb0Tue1ZmVWZWdXWpq9WSwEhoRcjCIMAMYM/ghQGzeMHLeMPgBSwwxmMLjLBhLG9gY+FBNp6xEDb+8PjDn7FhEBiwDQIhtLm71VJXddeSVVm5R+6ZEd8fWb/ol5HvReaLiizkc+qeowOdVZXLy4j3fsu998dtqQPDfYF9nPaaRCKBEydOjP0NKSlF3DJrJfHyhSje9R1R/OFDXfz7bhs///+u486XLeOaXNiRCEcWVOhwI3kf427uC9Wi0aiwOyASqtE9YBWq2bkDnDhxwjX+7EFwFMC5ADu5swy83qFkf3FxET6fj+umz7vxFxYW0Gg0xqTRAD8oKJfLUFXVlRaYCG6WxakK5lZZnDePLxwOI5PJCAUnwKUWEHnhqaoqFex6PB4sLS1Jv18eZmUkzMKJ4TTbXrQGu7yh9bquo1AooNlsmn9LAUIkEuG250XmrYFAALFYbKbeVE44THavL+Iwiaoe1qoSCaEqlQouXLhgHjb0e6VSiVtFVhQFjUYDuVzONMul97G5uYlcLoeIdgx4Aoh5B+Y9IBq4Pmtel51prmyljQQnVr8u0fdEbclarWZWHVlbEPY90HOQaILGTbFeeHYqat7jon3aiQgnHlBx139ewW/dv4Uvrmm4+yu7+OD3njBFCdOuiRNQ61EUwMkI1UQdoWKxKDSLB8T7Mq/QIDMJ51uFowBOAnajPVgODxsgyChy+v0+dF23jfxFF6aMr9Jh8bpmWRanACEWi3El6CSUsEI0j8/n8yGTyQgFJzKmxLLmyk5A2ewsBSekKKONnW0xiK5rWneyujl79qx50ORyOW4LTMRhqlQqUgcIVcdmzWGS9bkTgcbpEeeNVUtaq4wE65xUUg0HAgGuPQX54/GSKcMwbC1UBn6ak2qv3GPNla2QDQD8fj+3Rc/bd2VBQqhut4u1tTWu4SqPgwcMg6hUKoV4PD4mOrETnKysrBzoPQP2RsJOlKsBr4qfvSWLL65p2GsM96hAIIAzZ87guuuuO/D7tXaE6GxUVRXz8/PcQF8kVAP4e2+n0+HSStzEYXTWDoqjAE4AawWByOThcJibCYrc9GUVOcTDcYOsfBhyZ7rInZbFiYMQCoWE6jqaHsEGnBQgkArNWua3m5Oaz+dnbiTsVqvA7jXm5uZGSOJ28Pl8pq0Na3UDiAUn9LNWq4Xz58+PBHBra2vcg0v0eDgcRqvlzoD4ScpVN6rhIg7TpBnGrBiCDheReWutVkOlUkE4HDaTvkQigUAgIDQlFlUfG40GNzkIhULY29tzVA0fhIf0hFD+qwhvfhmq7wqu4GRaXtc0oGqe3f7EKqVpAsc0LUngUltyMBhwq7uAmMfEI/K7KcIRQcZIeFrEAsMAtN4ZJt5+v38sCKekolwuc/cHEZUhlUqh1WpB07SxjpCu61JCNREOwzGBrEeezjgK4Djw+/1YWVkxN2MKEEjuLBo7IlOlEWFav65pn0uWw+TEZiMcDo9UaShAmKb6yI5D2tvb466hoihYWVnh3uCyKtTDEpxEIhHXAjiWs8O2GI4fP86tNvHWvdfrwePxmF547PfcbDahaZpwTdwgMZOCepazKd2awzoYDGAYhjl421pdFo2O2tnZMb+b+fl5sy0papmR/YjIXFoGQl83n88xr6uTfhbqJ/8zYk/9PXL3/yJ61/w82u1rhObKsuj1eiMBL1VgGo0GN1iiQI21rUgmk+j3+9z1VRSFOznCMAw0Gg1X2oNuinDsXqNcLkslJvTZWE4pBWMUWHoUoN03cHFzGz6PgnK5jLW1NXNvIF6ZaAKHKJlYW1szhUOzQqvVMs18D4ppO2t2YAs+h4mjAI6DbrcrtK14uvK6eJDlMJGD/tzcnMlBIEwyzSVFjjVAkKk+UubtxpqIfv+wBCd2jtzsEGmqatkJTohIbG0x+P1+qfX1+Xzca8HtNZHldcmCWseTuG5sW1Jk3soGY/RzGjmk6zqOHTvG3cRFVRrR9yjidckKRETXtSyva8oXw+6t70YvsojUI/8TKw//HvLNbURf/yFg/zCnAEHTNGxvb48F0CI1dD6fh8fjQTgcRjQaxfz8vLnuIsGJYRjCQI0HO3NlEZwoV5vNpmsBnN11QuP5yOqGTJ9Z8OxYKOmbm5tDNps1g7JYUEOlNUBkbgGpsFeYaNRqNSnRyYULF7C6uuqa5RWv+uf2dCASU7HTkVgKlPX1rfe5YRhmEnKYOArgOPhW8brcAgUI4XAYi4uL3KoH76AxDAPRaBS7u7tjbvr9fn/EEsD6d1StOAhmuSbsa7hVFiduEWWq7Maby+W4m14ulxtpAZEXnqjlS+0Lt3hXPLi5JtRi5Hl1ybaUaONmKwidTgeapqFQKIxVgqwHGuumL2tb0e/3sb297cosWp5fF3ApUHQDrOpxWrCvzXrhWdvy+dwrkRlEcfm/fwC5c/dh7+5NnH3WW2F4hp/H5/OhVqvhiiuuGJvhCfDX1+/3I51OS5krywajbhkJT3oNmYkA/X4fzWYTu7u7IxM4gOFkAUrsrdfF7u6uOV6OrG4IMoKIq666CufOnUMwGEQ84EGlNUCtM0Aq7Ow6FyVrbprm2glYRGDHJ4o6QrTG5ONIXq4ULNsJ1RRF4T4eDoddLcJMwlEAx8FBeV3TvkYymbTlMNEBNEkQwRLHgUscEU3TUKvVpKo0ALjv6bCMhGV4XXaQKYtThioyqxSteygUMkdHWefxAeL1vXDhwpSfwvmAeB7caBVMAh2a1gCOAoRisThSQQDGuUpWhR/7/RDJfW9vT6jo5R1cogoCJWo8vy63xqdNw+uywkmwsru7y3XT397e5v4Nyx1jW0DPfOYzcfz4ccs18Tzg3AvQ/9gPYn7ni4jodeRf9LvQA8O2Xq/Xk6qIzILXxXsN0egk2cCZgnCyaGKru1tbWyPXisiUGIA5UN1qdQMAyWQShmEIuzxutNpZ4VM8MHztfzpbxU/evCC9Jn6/X5isuTEdiKxNSHhmDWxFVKNsNmsmfdbpSHbuADKTkUSgCUGHNVLrKIDjYG1tDaurq64FcFazXAIRyq2ggIE2CXLTF0X9dhwmt4brumkkDLhfFmd5MXTYTyM4odeldZYJdqn945ZPmkhwMotWgVNQgMASm9n33Ol00Gw2x4JhRVHMwM5aQQDEQRePe2PH63LSAqNr+6CwmwRRrVanrnJSgFCtVs1AjCASRBiGgZ2dHXOEGhsgiFqPosfp8BtrC576TjzynN/BNQ+/G6HCQzj2Dz+KrZfdg0GIn/jQa/DghNclgqIojgQnrFkueeGxQS373mmgPVXzSHSSTCaRzWalq7s8JaadkbBsQG8nwqFg85VXz+Hx3RY+/nAJpWYfP3SVswrnJPEXSxnh+XYahoFsNjsmiDAMA4PBAD6fD5ubm1yus0j4wOsIHVZnbWFhwZUixDQ4CuA44JERKUCIx+NYXl42MzGCKDsiGX+tVpvaTd/ucR4Og5g/idcl+1wiwrnX60U0GjVveDq8JwkirC2gSqWCQCAgbG/w1lf2MHHTSJiC11nPXKUAzuqFZ7e+rH8bcUSCwSCXH6brOi5evMg1xzUMQ0rEQNWCWXpTEYfJjQAOGG0pkVK62WxiY2OD+93ylJLAsAo+Pz9vmuXS71BLmNcWJNL+tLBT87LmyiyasVVsfNdHsfh/34RA5Ryi5/8/VL/th2xfR8TrcktB6Pf7USwWzSSBDmhFUbjVR1Kis1VH1guPF3RRksyr+jjh5x6GkTDPcJrFbSfj8HtUvOdzm/jMuRo2y15cd1MPidBoQEbv11rdpWubF3CSLQhwqSNEFXi7zgQv4D9x4oQrZsKH1Vk7TOXqUQDHgcfjGfP6oQCh1+txuWAiDhO1vmbNYXJL3SfyMOO5dNuBrD9yudxYlTESiWB+fp57I5GyiMxy2XafTLDrlrkycMlixLqJ6LruuuBEJoBTFGWkxU6ZsCgYIx+maDRqVlnOnz+PQCAgJI6fP3+eW13odDpcTtth8brcsh4JBoMTOUysUpoEETwUi8WR9gkbIMTjcWnbCt7B+HTgdQ3CGWgnXorAQ+fg6dh7SU4rOLHO8ORVd0Xr3m63oaoqlpaWMDc3N5JUiKqMgHjdD0OE47rghPMaPHNlWmdN09DpdLAa6OHXvj2C3/lqA48X+/ju3/0s3vbcKBbCnhEzaMMwzKSPvPAACJO1fD7PPQ9FRQAnjgmy6zXJSNgN8K71WeIogBNAlCmEw2FuWd5O9XgYcmc3PcyI68Zz0+eB9ziN5mHNcglEYBZxc2RIwTSDkbcmbgtO3BopY4XH44GqqlhcXEQ0Gh1736J1z2QypjKN9cIbDAZjvByCrutmRe0gcMLrkoWbh6aqqib3jqoBLNeOF4xSwMC2gFKpFAaDAffwTyQSUBSFmzhQUHJQ2PG6RBC9LhkIOxGc6Psmv+ycVOCSWS4Fu6VSCXt7e2PVPKqCscpgIp5HIhFu61xUHSPBiUwVVbQmdiKcb6XgxAoqKFSrVWxsbHBNw4vF4liwoigKms0mkskkrr32Wvj9fjxPUfDCW5t4zR9/AZt1HXd8uYE7X7aMqxaG78/n8+HYsWPce92tNZF1THCCdrvNnYdsB4/Hg1gsZnYd6JpMpVJC/0O3+MTT4CiAcxGHIXd20iplpdHBYNDWtoL4epVKxWwBUYDg8/mkbSuswRvw9ON1TfMa8Xh84sHJKp9ELXXe41Th0XVdGHiJ1p03SucwWgWyvC47EFl5Gq4bBQj1eh1bW1tjP7drSRINYFo3fbvHeTgMXhcFXW7AjsOk67o5nq/VapkHFc1J7bd0LADo1XZG5qQCl/aQdDqNVCqFcrmMxcVF7meUsa046ID4aTAtr+ugr0Feomxb0q66a32cKD2BQADz8/Pcqo9owgmvKrk8F8Yd3xHDH3+zh29sNfGWT13Ar7/kGJ57PAq/34/Tp0/j2c9+trMPPAWIO+YGeF0kqh6SXY0VdjZOlUoFmqaNCNXofORx3WT2jIPiKIBzCXa8LrfQ7/exsLBglputthU85HI5M0BoNpsolUpmgCCSRx8/flxKKSmCUwm47Gu4GcDx5vEBMP2TrLBO4Gi326YXnsjrjmYqWhGNRl1RPjppFdhl0qKW0kGGOVutVCg5sYLnsk/XPmuWy4K3gTYaDaFBrCxEHCY3eV0iDpNsFa/X65m2FVafKiuHiX3u3d1dk4uaTCbNqsLW1hZyuRxC+rBtFla65j0gmlvr5prICk6cqHlrtRqXkiK6R6xVR3YCBy8xIcFJt9s1nQbIC0+25asoimvBa8Sn4rdefhx3fXEbn3miht//Uh4fe90pBAIB4V4iW4ETTQeaRrk5bUcoHo8jFouN7LGsUG19fZ37vkVJMq8j5KZjwkFwFMC5BKp6TNqs2ABBVM4VXZiDwQDhcBi7u7tjbvqA+ALkyaNFvC43PWwouJo1MZ/HFaIMdX5+3jTLJYjWN51Ow+v1QtM00yyXrfDIVB9FG9thtArIesQNBAIB4RxGgO+mP00VgVUNHz9+HIZhcN+z6ECjhGlayPp12YECtUm8roOArpFIJDLmhUfraH0962B14JL9BfFOrbxeO8GJ3USYQWAY4NCcVEpeD2NNZiE4AYbrMRgMTDsW695oN7KLvM/m5uZM0QnxxXiJn6j6aPdeebBbEydr71WB21+wiM88UUNB60M3DO454RQsL09WqDZtRygcDiMSiXDpF2TVIgORO8Bhct1EOArgHMLqpk+D1anFwIK9MNlsrVqtci9AOw7TiRMnXDn8Z83roteYn58fmWEqC8pQ4/E4VldXuTdfLpcba6uQnUK73TbNclnw1p2MHGeZVbVaLddGpbklOKEAgSphbBJSr9dRKpW4B0Q+nx+rINDrythW9Hq9A1XzWByE1zUt6NCU3cBZpTTx8VgeGHDp0O33+yiVSmblIxAImAFCu92Wsq0gfpn1mjgIr2sQHAbb/so5RNY/g8b8rTh9+rQrw9BFCAaD3P0VGA1W+v2+uc6i64oEJ+x1QhUeVVWRyWTGriG76hivRewG120SQqGQcE1kQXuJz+dDxK+i0dXR6OqIBTxj1wlZ3TQaDeTzeTNJp9+z886cn5/H7u7uWEcIcMeV4TAcEw574oIIRwGcAKFQiHuzEoeJ56Z/4sQJqQtQZNhIh8PTgdc1DURlcTJfBMa98KYVRBDpvFQqoVqtCn3oeOurqqpUG3Eac+VpYRgGN2jgBRfs38jAaq7MthhEG1g2m+WuVb1eRzabNc1y6UBst9tCDhMALC8vT/1+7bypRImEU/d93hq7ten6fD5sb2+b1Uf2O+ZVwYBL3DxWlerz+eDxeHDs2DGu4Ob8+fPCgEwGdoITxwFcJIvKM16H5OmPIffPb4d63ZuxtvgKR89lBZnd0ngi1gtvkuCE/j4UGk6iWVhYEApOVFXlcjibzaYrHDgyV5aB6PsQJSY8XzPZ16Ngt9lsolarDdfOAzQAPLWRRzbiQalUGhE/UVKg6zoSiYRpJk/I5/Pcfcbr9SKbzQrnicug1+u5ksDagbpIs6RGHQRHAZwArVZLaE9RqVQOza9rVmi329KVIEVREA6HR2wryDmcWm1WUEBGVUfWC08m2O10OgiHwzOdBPF0EJwAGJvHJxJEWAUn7GZcLpe5alNRUABcUlFaX2PWvC43QQHtJFsd1k2fKhisIhLgm+YahgGPx4NGo4HFxcUxN31ATGLmtSrdboHxMCvBSfGmX8YgvID0g3+IzEMfwGDvKeCmvwA8ozYenU4HpVLJNMu1m1QADCvhmqYhkUiYHDzWC0+GIyY6yIPBoPSaiL4PkQjHbcFJu93mBpYkeGGruzT60HpNA+PrTknFDTfcgNOnTyOdTiMZaaHQ6iAQTyG3r0blVX17vR63wnjYjgmzgtVFgp2OJNqXj3zgnsZw4tcli3a77QrZGrhUBWODK6/Xa7ZjqFLEwppNERYWFkxlWrVaHVGmeb1eYSlfpvwtgpu8LgrUeGVxN33dqMpCVUd6btZ13CpEIVJyq9UyvfBE8/hUVcXy8jJXcCJaK9HnO2xe17Tvyw60huzB1el0uIR9YJzDRMq0aDTKJeAHg0EziLBC13Xu5/hWToKg13dDcGJ9DgoQut0utre3zaA1n3450teEceVjd2Fx4+9R+tB34eyzfwUDT9B8nlqthlwuN2KWSxAJTprNpmuqxFmIcFjQeWD15rO7pnnXCXm0kciJtbqhf1sVzooynP/LUnpIdGLHsxMJTmhPj+2P2aq3nVX3DsNcvtUaTgtxEsBZO0J2Y8pyuZyZ2LPTkURCtSMV6tMYdrwu2c1bxGGadrQH66YvaklGo1HMzc2NVPNY6frGxsZYliQyJQbAbQk8HXldwGQhwTSVJRKdxGIxLC0tjbWhrPxGgtfrRSwWw/r6OtcLT7S+vA3BzkjYrVaBE16Xk2BF5Ic4GAxM8QhZqgD8Ko1hDOfP0rpM66YP8DfXarXKPWwPg8MUDAYPxBFlQXNirdcoa4prddMXEfN5thWhUAhXXXUVvF6vJbh6HnDTC9H7369Gau+ruP6hX8X2i/4Ag/DwdwzDkKpKTGOuPC0oeeWJcETXr9MWNQVwLM+5WCxyOY7WdaffKZfLSKVSiMViI1Y3uq5jY2MDKysr3PcgepwHu2SN3gfNSa11nAVwTz75JFZXV2cawHU6HSwvL2MwGCAUCo34r9lRdOj7abfbZkdoUmdNRqh2mDgK4ASYhtd1UNDh0O/3p3bTt9pWEAdPxDkIBoNIJpPcgzAWi3H5JKINTFQWt+N1yWJWZXGPxzPCP0omkyOHBH1m67pTW3IwGKBQKHCDKF4QDAyDBTcOZwqsZik4IZWmiJc5DdgAYWtry+QxsffQzs4Ol7NTLBZNxZ7VTV/EYfJ4PK60wEQIhUKuGQlTUmI1+fR6vdIcJrZVTm1JYLLghDXLJS88WduKXq/H53Vd9u14+Dl34dmPvBuB0mkc+/QbsPWf/hT92DHh5xCticfjcV1w4oQaYRWdiPiN/X4flUplZM+iCk8sFsOJEye41S7e+opmBTsR4UxSrtola2YFruPse6DzbBpQWzKZTGJlZWUsKZ2fn+dy/agKns/nRzpCBFHnh5c8H0ZnbRY4CuAEkB3t4fF4TNIsmeUSRMFYMBiE3+/Hzs7OmJs+4I4ix01eF63JrMvi0WhUGMCxZrnkB8aWv9lNi20Fs+OQyuUydF2XqoKJFLuHZSTstFXAw6Q5jFZfK7t5kgR6Pp/PB5/PB7/fj1wuN7WbPgCpltlhGQmLgmYn1cd2uz0SXJEQSuSmb2fHQslIOp02RSdURRDtNzKtHSe8rnZkGRsv/ygW7/8FBPceReLsX6F44y8JX4MCCd7MVVnYBSuFQgEej2fE6gYYN31mJ3MQtYT2mng8jsFggOXlZW53ZG1tjbu+lUpFKnE4LCNhUbJG7/VSAGefXJAwSVXVEasbqo7xphJYr89JHaFarWa2lnmv78a+6IZjAmEwGHATk1ngKIAT4OzZs7j11lu5BzNvgxwMBvD7/VxpNCBWSS4vL7vCxTgsXlcoFDpwAKcoCvx+P5LJpMlBoPepKAoWFhZG+CS0sWazWXOTILNcqvDwgrFOp4NyuTxTBdFhKIadCE6AUaU0EZupZcAL6lnSPutV2G63hYc/j9isaZo5n/KgoO+XJ64QZcuy1zvN67RWDKZ9HvYAEk2CoEON5TCRF57P50Mul+Nu+Lx1NwzD5EuycNM0247XZRe86sE5VK/8AQT3HoWnZd8GpftmmgCOrG40TcP29vYYJUHkjWcYBgqFAkKh4Yguq+hEpPLlPe6mCEd0bU0rwmFh1wqelKzxnqvT6cCPYZC+U64jn++bkzasr1WtVtFoNEzTc6qgBwIB3Hvvvdz9YXV1lXseijpCh+2YcFAQPcEtXqsdjgI4AYivs7m5yf057wIkdZoVbvK6RJDhdR3kNdiKB2vGylZPrFUwKwzDQCAQgMfjQbFY5I5LEk2J2Nra4j4uer+zXhMesdgput0ut+pD1d1MJjMyjw+wb7VvbGyY3w8Rm2mWJ08kYxgGd8O1U9/xEAqFpDNZ0SEkMhJ2ezZls9k056Va3fR5YDlMrBdeJpPhHv6DwQCbm5tcrlKz2eQGb7JrMgvBiTWAmwb6vsmv2h0/cNm2ZLPZxNbW1lhCSNVdq9DH7/dD1/URs1wCibJ4bUGa2nFQ2IlwnEAkrnCjbd/v9016h2EYZkFBpABmOXiBQMDkwA08lyyfeNc18VbdEpzw4DSBFT2XTGdtEngdoWAwiMsvv9w1kYwdjgI4Abxe79Oe12V9DVbuLANWGh0MBpHJZMayFNagkTJY1qeJnYXIQlEU7uOpVAr9fl+YCboBUq46WRMrSFhirazKlMqpqiVSGEejUSSTybEDjaT358+fHwvgRK2btbU1brDgJq/L4/EIOUxujAQD7DlMvICFAoRisWhWHQmiYIw4TEtLSyMVBDvbChGHiYQEPL+upwOva1qQzYYIrFluq9XCYDAwVegxrY9FAANtz+QnnTt3Dh6Px5xQQMIr8s+0QlQF45HvAefmyjKwE+HIghI1a9WHTUxYqxsrlcFafbTeC7TWqqpyjc4B/nW9vb2Nubk5zFfrAMoTOXB25sqy4DkmALPpIrEBnIxQzfo4dYSq1arZESJvx8PAUQAngJvZ7CRelwxEJeBOp2MGAFTOJpBthfUzkSKHWkD1eh17e3umhQWvVaooCrddKZvhHlZZfBa+buw8Pmp/8WB9fNI8PrKt4GVuXq9Xqhpix+uSDZrtKm2zahVQgNBoNFAoFLh8HV5ApiiKySGyksEVZTjnlzebcn19HUtLS1O/v0lrIpP8OeHTlcvlA1d+qTJTKpXMOb4syKyYwFZvKOkLh8NIpVLweDzmnFRfaHg4Bo0WcrmcWT3mtQXd9Lo7qAiHIDKc5nVRpgFPdFKv11Eul8fuHWv1kdqSZJYrIzjpdrvY29ubytHACuLAbVS7aPd1YbJmJ8KR/W4puHKa1LOcRVFF0OPxYG5ubuxaJENu6/hEAq8I0e/3zbFrLIgTeBg4CuAOATKjPagEG4vFcOzYsZGDwDAM0ymfvchM4mkshkKhMGKWSz8XEfbtFDmzFCu4XRaX5f+oqmoO6w6FJs/jCwaDCAQC5rgp4uHRzSsjOBHN4xNVF5wgGAxKe1PJgq4RUQBnrSC0222uIAIY5zCRmXEymUS325U6uAzD4AYLh7Ummqa5QswXcZisXFc2QNjb27M1b7Ved5SYpFKpMf9HUUsdAI4fPy5837p/SLPwdKrm+z179ixuuummiZ95EpzwumQh8uYjIRQludbqLu990bpbrW7a7Taq1apwv5GlMriVrBFOpodt1IvVLn757y/g9lvirglORGi1WmYHgk2SFUWZKklmOb+FQgEXLlwQugOIHBtk1uswOmuTcBTAuQjWr8vqpr+4uGjegFbzVmurst1uo9/vY2dnZyy6r1QqUFVVyDFyo8RPN5IbmHVZ3O/3w+v14vjx41x1nN3g+lqthmaziWKxOHKji/iNS0tLuHjx4oHfs92auAUnHCbR98G2yqmCQO7ve3t7XN4nHVzWCoKo9RgIBIQcJjfG7gAH43XxIMthmvT9Wt30i8XikFDO8XUTueknEgmc4NhWAPxgt16vcwUcTmEYBgaBGAzFC0+ngtiTfwd99b+4FlxREO5UcMJ2HEqlErdy32w20e12R/i+1I6kIebEKWV/LkoyRCbRbhoJH0SEw4LWIur34PdesYJf/fRF/PtuG+/4XB/v7D6O73nhc8f+hvc6JDopl8sjnFK7YIwcBUgxXK/XUSgUzPckkySHw+FvuWPCYeAogJsA1iyXeDGskz6LeDyORCKBZrPJddOXqYKFw2Fuud5tuTOPrzStkfA0oAzfbgNnVY92psS8x7vdrkn+57UlAfGNzwsMDmquPCVbs6MAACAASURBVA3sWgWym66dfYK1PU0VhGq1iosXL45979YqDb2Xvb09+Hw+01yUddP3eDxS1TERqPXoRgVSZk2cwufzcccCKYqCbrfLddNnuUo8BSWb9CWTScRiMRiGIWwL8ta3XC4LD1Qe7HhdstcitdO8Xh/K1/wEUg/fjcy/3AGvtondzPdJPZcILNeNtbrpdDoTR0fRz1jiOa+l3u/3sbW1xeWQ6rouRRlwYiQsgl3bfhaG0yfmAvjDV6zg1/5pA08Uu/iVz+6hUPsCnpEeDRtEHLh6vY5MJjNidQMMzztrl4hgGIZQOMjDJLP2WXeR3BDHHARHAZwNotEo5ufnTbNcVrrOC7rIuFF2gDEPhyV3dtMCgzXLDYVC8Hg88Pv9iEQi3ICTAjK2BVQoFOD3+4XO1xcuXODetJFIhPu47CZJa6JpmtTfyb5GMpm0JYmLwFYQyDtQ1/Wx4JK4NGwgShyRQCCAxcXFqW0rYrEY/H4/t33i5iFUKpVcqfyKOEx2vm5WkJ1CvV7H1tbW2GFTr9dRqVTGFImGYQjd9EXVRzvbCrd4XXYcJie8Lh6otev1elG+9qcxCKYw/8D7kHr4T3HF4pPALTcD3tG9S9d1NJvNEasbgN/yVRQFvV4PlUoFCwsLI1Y3FCDICE6azabQ6+4/kuAkFApNPHPYPYM1JbaiUqmM3DuqquKOFyTxp4/28fknSvjtf2vgbbct4sWnRikKomSNdz9/KxwTDgKZSThU8JmlmIbFUQBnA03TuLYVIrTbbdfk1G7LnXkQmdD6fD5EIhFks1lTGk2wq46xHIRyuYzBYABFUbCysiJlmivCYa1JJBKZaQBHPmzWeXyAeH2z2ay5Vqyb/mWXXYZYLCa0NuBtrI1GQ8pk0k1eFyA2Epbd0O2qSuTXxV6T7XZ7onkrcCnIpIq7tYIAwORAimYoys7tPQxel0hw4gaVod/vY2lpCY899hg0TRsmEInno3BtAFc98tvIbH8OlT/6Tpy+9p0Y+C5dR0Tkp+uZKpqTBCcy1V0R3DQStnsNWVqL3fdB1Ub6X/JJ3NnZMakNLKzVXfLCEwW1omTtlucY+NkPfxb/tNbFnfdvIa/18LprU46une3tbZw8edIVug8ZLlsD7oMY6RIPnfbmdDqNeDzOPXdEQrVZTs1hcRTAOYDIr4suJjfAkzvLgNqSwWBQeJioqor5+fmxTZ04fKxZLgte0NXpdISebrOUgLOv4wZky+KqqiIQCCCdTiMUGp3Hl0qlhFWfbDY7Mi+RXbfz58+P/b7ILoQyazcHxM/Km4qeSzSH0Q7WCoKu60LzVvIXSyQSI8q0RCLhyLbCGrwBw+BO9t4UfUYnvC4nylUeMd/6nKybvkj4sLOzM3adeL1es7J7xRVXMNXP5wE3vwjdP/8+JMsP44Zv/Aq2X/wB9KNL5mfkiZmcCE6crMm0RsLTYFrDabK6qdVq2NzcHAu82GSCoCiKOUFmbm5uzOpGVVWp6qMIomTNoyr4katDuDyXxJ/82y4+8kABSzEfXni5veGwaE1m4Q5ghaxQjdcR2t3dRalUsu2siYRqh4GjAM4BKJCYZZTdag0HxLNmuRQgTMsRo4uwVCpxR/UAw82EdwH6fD6pA+qgEvBpX8Mt5Wqv1xtpH7FeeLwRUAD/xtd13fzc1nl8lGGKMk1RG0MGwWDQVW8qHq/LyRxGHsgjaWdnZ6ziJjJvBYYZO30/Vjd9nlqv3+9je3vbVik5LUQD4t02EnaTw2Sd4dnr9UyLBLbabq0+Kooy4qYvmsBBCQvvENY0bZwrunQdvnnz7+HaR34T/uqTOPYPb8D2Sz6E7twp2yqqm4ITHoLB4Mg8ZFmwXnjlctlM7EVVMOBSQEN7eSaTgdfrHfsb3rqn02l0u11uS92tazEYDApFQ4qi4FXXpFBq9vHxh0t4oti2DeCopS6brFnh8/kQDoe5HSESCPK4raxQzTodSUYQ0e/3XTt33MZRAOcA1F+XIUR7PB7EYjGzP04BQjabFR6QZMBImwQbIMhcgF6v91B4XXNzc454XVaIyuI8g1QC2/aiNQ4Gg2PWCARWcAJcqvBomoZCoSC1vqJ5fAcxV+a9hojX5ZZpLrWnJ3mYsQECVeZEh5aVw0Q+bdlsdsxNH+AHZIZhYHl5eexxEuDw/LrcXhMZ3qnsASUyV+73+2g2mygUCqZZLoFn3grA5ERGIhGzLUkBgkhwIqo+TiLNy1RRuqEMNl9+D7Jf+GWE8w8g+ehHsPv83xL+vp3gRDZYoSo4z1x5MBiMVB2pWia6ftlgjNqS4XAYKysr8Hg8wsoLb32nuddYTDJXloFoTaZJ1hZjw7+ZZPLLCk6sXniyQjWPxzNilkuggsbGxgb3+WQU7HadNTethtzEUQAnCWpLkmu7FaILkw5yTdOwt7dn3iTNZhOapgnVMhcuXDjwe6ZWhEwAZ7dJioyE3SqLs+OpyCyXMOnGp7YkZcTEmbEiHA4jGo1yy+KyB4SdubJba8LyutyC1U2/2Wyi2WyOZPiseStrg0NV4VQqhRMc2wriPlofp+/DDZLvNG1BN16jWq06JkSzXnjlcpl7GOi6bnKYgFEvvG63O2KWy4IXFESjUQSDQVfWxK46JjIStjvodH8M5Wv+G8L5B+BtDQ9WChh4HmYy4goSnZRKpRGrG2A4r7NWq5nVPKsC2Gp1Q38n05L0er1PKxEOwa5tLxtAAsNrNagOz669WhP5fB6lUsmkfbCvR2psoqSwXnj5fF4qSfZ4POj1emPXpJtD4w+js+Y2jgI4G/R6PZw6dWpkI6EAQdM0adsKXrnerofvFlqtljSpWoR2uy0knFs3C8pQE4kEVlZWxjZpO9NcXdexvb09YpZLkLnxRRuYm4ITCtTcGiTOAwUrPNVjr9dDtVodqSAA460b9nHDMMbc9BVFwYULF4ScGd7j5KVlxUH9uqaB2wGciP9HnC+rm76oCmat3lCAkE6nkU6nhXxFUTtYJmifZK4si2mMhGVAJr/qvsmv3+8f4bqxXniUXFn3WNG6N5tNeDyeMasbSpJ5bTBFUbhjj0TBq52RsFuqylkkayzo3qfKLmt1A4g5eKVSCaqqwq8Mf9YxPMjlclAUBZdddtlMBSduOyaIXkO2syaCYRiuzjoX4SiAs0Gj0YCmadyytchNXxatVovrGu8EIg+zg15IrBdeKpXC/Pw8t5pnDcjId6zT6WBjY4Nbmhe1fHO5nCsGiXYScLfFFQcJ4Eh0Eo1GTWIzC13XUSwWueterVaRTqfHKggAP+jy+/1YWFjgtgUPg9fltvWIDAaDARqNhhmIUVuSRuiwKkiCyE3fzrxVVKVx62C2WxNZXpfo+7ATnNh9h1arm3a7bX5P/nYHxwGgVUY+n0en08GXv/xlnDp1yjTLZdV/MusLDKkRsxThuMXrsgNVxyZdJ1R1JCEU7/1YJ0TQ9+b1etFsNrG4uDhidUPgre/m5iYymQwqShtAGVp3uJ9T8DrLZI2SwVkGcKJJOHZCNVERIpFIcEU4buMogLPB9vY2VldXXeEdUBDFkzvLlrFFmDTagxVD0OFtZ1tBNyBxRCqVCkqlEtLptHAkEi8gi0aj3ODNbk3+I5XFWXNlqxfetFwPdgJHKpUaI+sC9qa5qVRq7LFJBHFeAOfWpuvmoWn1MGMDBBodxavS0O+yKBQKiMfjplkuPWcikYCiKFIcJlk4MRIWfR9er9cxh2lakECGFLdshcmu+mgYhml1Q154Gxsbw2pNb1iB8/Ub5jD7crnMrT7akel5sBPhiO4Fp2peN32+rKITUvTz9nHruhPnNx6Pc6kMPp9PmKwNBgNHAYbfO3yNWmeY/Pj9fpw5cwbXXXed9HNNC+JYHwRsx+Hyyy/n8mSposjCTqgG8M+8eDyO48ePH0gkMw2OAjgbHJbcWQYUIMzPz5tmuQS6mXmk+Ww2a24QhUJhJKCRNc11c01mnVVRhVP24GTd2imYEnl+AcMb3+/3j3nheTweKVuQQqFg+udNCyeH0EF4XSwURTyHcVLQzFYQWq0Wd7SQoiioVquo1+sjhw27GYv8wkRBF691bsfrkoWiKEJxhVuJBFV8p0n+KECoVqtcNTrbamevu16vh3a7jePHj4954clWH02umzcIQ/VBHbShDDrwegOuCU4ouHIrIRa9hshceTAYoF6vm9czq/JlQY/TIHR2ryEvPFVVhXNoeetbqVS4e4ZdsuYE3YGOP/jS8PMsx4fPSTOi3cBwkof9JBy2I0RCNR6sSTIlfeVyGe12WzjNSEaoJoKbjgl2OArgbECqORlMO9qDvWmnvQCB4WZMfCsyyyWoqorjx48LTXNlZu85GRAvi8MI4AzDQDqdNsvgLOyqY0Q8Z73w6N8iexUZU2IRDpPX5QYoKSF1KVURAXsOnlU1nE6n0el0uIdWo9FAo9Hgboj1el2aHiDidbltmmttgdntJdPsM2xbslwujwlOCNbqI7UlvV4vstksN8DhzeskDpMbQS2ZEgeDQQwCCXhbe1A7NQzC7vBQgUsVTh4lZdokh7zwGo0Gtra2TCEU+/Pd3V3utVIsFpFIJMasbgCx4CQUCknd604Uzm4lawaA//GFbTycbyEd9uL22xYBXKqQy4CsVOg/uiYTiQSi0aitaa5VqAbI8aJp7rIbEHWR7BwT3MRRAHcAsGa55KYvsq3weDzmeB0AYwGCzAU4GAzQ6XTGMlc3eV3EOZh1ADfNjcR64YmEB+l0eqzqQxUeAFyTYUB84/Pm8R3UXHkaOOF1iUBBCW8OIw9kW7G7u2ua5RJEAV+j0cDu7i6y2awpWGE3Lt7B5cS2QtSKkK0+OuV1yUAkOAHGq450fW5vb49ZVgCjHCbWC29ubg5bW1u47LLLuO+Bt76NRoN7qDg1V+ZBtIZXXnklnnjiiaFAyR8DWntQu84DuEmmuWxbst1uc1u+5D1IoJ/7/X74/X6Ew2EsLi6O/Z3INBeAlAm4XbLmpgm3W8naJ5/o4XNPNhDyqXjvy5eRifpMGxZN03DhwgXzTGKvX/b9ETKZDJrNJs6ePWsmF4qioNFoYHV1VUi/kE2Sefc1JRJugKYDzVKEaIejAG4CEokE92albIA2CQoQBoMBNjc3uTyUwWAgbFfK4LB5XQcFlb/ZrIu88Mjrzgq2OsZuxqVSibuG1WoVg8GA2yp1q7riZllcNJvS4/EciMPEuunX63WUSqWRA0LU1gEutfhoBvA0xOZer4ednR1X1uUweF2UlBx0A6dWebFYNM1y6dDq9/solUrmSCkWu7u7ZjJiddPnra/P50Mmk+EGXm7P65zl/EbW5Huwr0T1dKrowT5YsVrdDAYDFItFYYVje3vbTGTZtmSn0xEGXbyqL+0ns/T/cjNZowonL1mbdL6wVjetVguPPvroWAJ7/3oHf3O6BVUB3nR9CNFeBfk8zHnXKysrOHbsGHcv5637xz72Me66073hBkSOCW4lasB4Z+2wcRTATUC1WpWqjh2GWsYpr4sHkYdZt9sV8iZ8Ph+SyaRplkuwU+REo1GTH2L1wpNZX5EditsS8FmXxenQFI3x4bnpizJpaxWBOCK5XA6NRgNLS0tjfyOqgvX7fS6xWeRN5TavS8Rhclu5Sm1BNkAguxDr8/CCXUVR0Ol0oKoqstnsmJv++fPnhVVG3vchgpu8Lrs12dvbk2orib4PXmJClgo0g3cOAYQA1HbWUTKWRnzE2PeZz+dHzHLJCy+ZTEJVVW5b0DAMbmAg+ux2azIrEQ77uJtBeLPZHOHgkheetfponcABYMQLb25ubmQv/9pGA/c8MuS4/cS1UfzcK28be/21tTVu8Ca6TuzMld2y3qCz2C17FwKrlI5Go1hYWODu424FonY4CuBcxmHwutrt9oErHmTGGggEsLq6ylXyiQKyeDyOQqEwYpZL4AVdkUgE4XDYtQ2RB5EE3Anc9OZTVRWappmbqq7rpuKUDIt5UwxYs1zWTV9URRBxmGQrqHbKVVlelyxIQS1rq2OtIFDLjGefYBjDwd+0qbMBwvz8vBRxPBwOw+fzcYMrt9bFjtclCzvByTQVatYLj1WIsp+1Uqmg0WiM3Ysk8AmHw/DGFoACkA6r8O/vMaJ1541Do4kEMrwuuwDOqQhnWkxK1qwg+6W9vT20Wq0Rfpn1uiZ0u13U63UcO3ZszOpGJOgR7SesufKTxTbe9dlN6AbwumtTeOFxfsDpVM07S57YpEk47PjEUCgERVGEZ14mkzHX0ipUA/jnnmivdhNHAZzLcEPuTKAqmN2AeDqAnNhWUDWs3+8LJxKIBBEyqiM3jYRpuLjdmhwUvLI4ZaipVIr7WqJ1T6fTph8Q66Y/GAywsbEh5DCJHufhMLyp7HhdbvF1AoEANjY2zDm87Hc8yTTX6qYfDAbNKrEVIg4Tr4Jgh8MQnJCFhxsgrhuZ57JtSSsHDxh+r1a7IEoqiFpifb+UrPC4qmtrawgEAtAD+2a+3cnV8sMQ4fD8uuyu6WmCFdbqRtM0bGxsjIlBiINn5T6qqmrez6zVDf3cTnAi2odkwApO/uDLO2j2dLzo8hh+/DkL2HVp3UOhEDRNcyUx8Xq9mJubMwsSLHK5HNc1gRWq1et1FAoF83vgBWONRgPNZnOmhRknOArgHILaSVYhAa/NNA1YaTTxYqLRKObm5rgXDd2olK01m00Ui0WoqirVkiSOjRuYlZEwCwqunHDaSHQyKdi1Ck6AS154RNblbeI8u5CNjY0xYj+9xreSw+SE/D+tHyK56VerVVy8eHHkHjEMA3t7e+j1etwh3vV6HdlsdsxNHxBntLzHD4PXFQwGXeGIApcqPlbagsjDjAIEUkWzbvoi4niz2cTOzg6SyaR5D7ABAm8dRdUb0QSOaXhdun94aAcL30RVf73w95zwupyoNFutltAPjSc6EdmuWNW/5DRAwgaZKpiu69zEwC5Zc2tNrrzySpw7dw7BYBC19vDe/cHr5qE6SNTofU0yV2YpIyKhGm+/NgwDgUAAfr8fpVKJ2y6VEaqJcBidNSc4CuAcgr5Q1hmfAoRYLIalpaWxzdiuOsaa5XY6HRiGYWZgPA4OIKfIOQxe1yQjYbdeI51Oo9/vm4cQBcx260sbCTuE3ev1CidEiAQniURCKvj5VntTyYKSElVVR2wrWq0Wtre3uXYB1uoNVYX9fj8WFxfHuD+JRAIej0fIYeI97uRgFvG6ZINXEYfJ6/Ue2MOMAoS1tTWhSlSkoKxUKmaiYXXTFwlOdnd3pUZHiUCJmhNeV+PY8zD3yJ8ieuFzwD+/DbtXvJn7e3TvuOE7qes6ms2meS3Tddzr9VAul0e4s7TWVH1krW5oT+e1fO1sWmSGqtvhsAQnFAjFAsO9VetOd51b94xCocC9TqzVR1Z0cu+99+LUqVNjz726uirck6lqOSu42VlzE0cB3AT4fD7uZkgEfraVSAHCYDAYM8sliIKura2tscfcHIbuJq/L7jVIrDANfD4fwuGw2fJiDym7VsDCwsLIgHD2EJWpPh5GVuWU1yUCL5vltZQJVjEEcRatSQE9J3GYSNrPuukDclUwIq1bcVhGwm77utm1SokXc+bMGXS7XRQKBW6GXyqVRh5XFAU+nw9+vx/FYhG33HLL2PdrZ7vCoyaI1mQWgpNpeV0suulvw9ZLPoTc59+C6MX7cXV1E7jh74HoaCeAZ65MAUKlUsH6+vqYdZKo+ri3t2eSzsksl3D+/HluQGZnBs2DjLnyJNhxUUXJmmySIxImeTwedDodaJqGoDrcWy/ki1hATegCQEkGJW/khReLxeD1ern7n+i6lp1eMAvHBLc6a7PGxABOUZQggH8GENj//U8YhvEbiqJ8HMBV+7+WBFAxDOM6RVH8AO4GcBMAHcAvGIbxeUVRYgC+yDz1MoD/bRjGLyqKEgDwFwBuBFAE8BrDMNb2X/8NAH5t/2/eYxjGR/cfXwVwH4AUgAcB/LBhGO7s2Ax6vR73gvV4PDh27BguXLgw9jNZiw8K1HhyZzd5XbMK4ChDjUQiOHbsGLcdwQvIer0ePB7PiFkugYyKRVmVG4IIWhO3ArhpWgUsZL5bEj/Q4W+thPE4TMDQv40yW6ubPu/Q0jQN7XZbys/KDpP8uqyQvd6J12VVfDm9b6wVBAqAO50O19D2kUcewebm5nDI975/WCQSwWAwmGpMHYEMYt243ymQ4PG63FTzNhoNRwGcYRiop56N+vP/CKv/8jbEamfR/qPn4/Hr34VWZFS0UC6XcfXVV5v/9nq9Jg9veXl5atuKSCRi/ndQ2K2JpmlSa2LX9pRN1qzQdR2dTge1Ws2crywSnFhfp9lsIplMYi7sB9CFJxxDLje8/mWpDLIiHNGa2DkmuN1F4s2cFkFVVUQikZGOEBnIzxrTVOA6AF5sGIamKIoPwJcURfkHwzBeQ7+gKMpdAIgg85MAYBjGNYqiZAD8g6IozzEMow7gOuZvvg7g/9n/508AKBuGcUpRlNcCeB+A1yiKkgLwGxgGgwaAryuK8neGYZT3f+f3DMO4T1GUP9l/jg85XQgRRLwuajPx4NTXbdYlYLubiDXLZV3beZvV/Pz8SJbCtiV9Pp80B49H0nZzTUTfB6lA3UCv1xNymNiWEhsg8AjMAH/0Dj2PrutYXFwc27BE9gkAsLi4OPaY6BBywusSra/f75fidTkBVYLYAI688Or1Ora3t0euIZF5KzBcd9Ysl9z0ydtxZWVl7PU3Nzf5yYneQ6lTQr1fh9bXUO/X0eg3sFPbQa/RQ8tood6vIxPI4LUrr0XAE3B9TWY5SJtsNti2JHnhiUZHsdw4n8+HQPwEjP/2GWh/8SpEq2dw7dduR/6Fd6GdvXHk73mBgaZpUhUROxGOCJOEDDLJmixIXBEKhUyeM7tv8MCrqgeDQXg8HmQymTHOqV2ytrm5iWg0ikR4mNzW25P5urLJmizIv5F3XriR+Ph8Png8HiwvL6PVanGFarx7NJ1Om1xUtiMkCsLdxMQAzhi+YwpHffv/mZ9CGb67HwDw4v2Hvg3A/93/211FUSoYBmBfZf7mCgAZXKrIfS+AO/b//ycAfHD/eV8G4DOGYZT2/+4zAF6uKMp9+69HDNiP7v+96wHcYfG67OTOMlAUBfF43GzxskFmLpfjZiq5XG6k1cYO7OUFXbVaDb1e71C4bm6siWjcCY+bMS3YCRzBYBCxWAxnz55FNBodu8l3dnbMm5gChGg0ikwmI2Vb0e12sbe350q2OUteF4EOTZ6f4DSbGntNkkrM+ne9Xg+VSmVEYKEoQy88wzDGzHIJvHX3eDzI5XKOeF0XmxfxJ+f+BPl2HvV+HV29Czw18SMCAB6tPop3fts7p/vlKSAjOAEueeEVCgVTlUqw4zCx1V3W6gYQV2l46/7wCz6Ay772biS2v4Slz74Ru7feAW31u6Z+/9PASnc5CHw+nznDlIVdYkJJBWt1A4jV1ZqmoVAoIBaLjXnh6bouVQUTcXCnSdaIA0eD60VwkqzJJixnzpzB6uqqrSrbKlTLZrNcdTXPlaHX66Hb7aLf7wuFajxXBkVRuBzHTqfDFeG4ialOL0VRPAC+DuAUgD8yDOMrzI+fD2DHMIwn9v/9TQDfux9kHcewLXocTAAH4HUAPm5cWqFjAC4CgGEYfUVRqgDS7OP72Nh/LI1hy7ZveZz33n8KwE8B4GbQk7C+vo6TJ09KBSuiw0lUAuZx3egiTKVS3OcStWcikQi63S7K5fKIWS5BVB3jtYJFIO6LGwGcXVlc9sIXbQgirhvd7KlUyiTd03NMsmMhZdr58+fNLLNarXL/zs5viQc3eV127Z5JvC4rnHg9VSoVRCKRER6eruu2o6PYxyhITqVSWFlZGau6GIaBtbU1bmAg8ga0WxMnvK5St4R3P/ZuFDqXqi8eeBDzxRD1RhHzxRDxRBDzxRBWwvDpPmTiGQTVIO67cB+e0J7A27/5dvxs9melXldRFJObQwcQrbF1aD1PoUrr4PF40O12x6xuAJh8MRGHiTfHWfY6uerq6/DN/q/hysRHkTz9MWS/9E54tS1Urv5xqecBxLwuCroOCtqvtre34fV6x+5HHgdPURTs7OyMWd3QvmeXrMmYPotAgiSZZI2ujTiJGCYEcHbJmhOwXmuUVPR6PZw8eRLFYnHsGqPrkFUN7+3twe/3c4Oufr+PfD7PvSZ4SbgTtFotZLNZ1xIHHqYK4AzDGAC4TlGUJIBPKopytWEYj+7/+HUAPsb8+j0AngngawDWAfwLAOsqvRbADzP/5u2ohoPHee/9wwA+DAA33XST9LdCFRYnYA8g4iCJxjpZD366COv1OtbX17kXFC8Yi0ajCAQCMxUruGEkzD7XQcvslKEmEgmsrKyMBT7kD2StShiGgVAoZPrgWXmLomD3qaee4rYK3GqBu83r4oF87qYN4ChAqFarIxUE4NKhZQ3EidfV6/XG3PQBOS4NWTjI+HU5Ua7K8rraehvvf+z9KHQKuCp2Fd5y1VsQ98VR2a2Y6mcWtCZ04NwwdwPufPxOPKE9gfdvvB8r2yu4Onk1zpw5g06nY47l4oEG2tP+ZA0QRMIH3uODwYDbXrQT4Tjh04l4Xb2+juJzbkc/egzpr92F9EN/BJ+2hZ3LfkzqNab15iOrG6ru8q4V0QQOsnChjob1b0XXNU/9y5rmsjhsEY4IscDwfU2qwFGyZhUm9Xo9c15yq9UauWZE1cfd3V2oqopwODxidWMYBorFIndfVhRFypXhsDprs1auSvWPDMOoKIryeQAvB/CooiheAK/EsMpGv9MH8Ev0b0VR/gXAE8y/rwXgNQzj68xTb2BYpdvYf84EgNL+4y9kfm8ZwOcB7AFIKori3X+9ZQDjMk4XoKoqvF4votGoGYjRzTapSmPsm+VSIKZpGhRFEUbkvAswmUxKbZRu8rqIHGoNbNzs6xPPg+bWsV54EhrNugAAIABJREFU05oSE0ek2+1ybUE8Hg+WlpZw8eJFWKEoitT4rW63y60OzprXNQnTfh+klG42m7hw4cIYWZeqCzxUq1XMz8+PVBCA4QFMyYkVqqpy3fRlcVi8LhkFXF/v4yP5j+Cp5lPIBrP41W/7VSR8wwOs4WugXq+brTO20lEqlUaulTdl3oR7jHvwzcY38VOf+Sn8+NKP47bMbUgkErYebel0Gp1Oh8thcnJ/Hgava5LhdPWZr0cvsojsl96J+LlP4pnldeA5/wcIjgaQtH7WCRzNZlMoOGEDBnYcUjqdFgZdPNNcXddx8eJFV6pNbiZrdspVp4bTZgu13YemaajVajh//jw3MdnZ2RlLxIk/zpuvLKo+kvJdJlmThaxjwiSIukiztHsBplOhLgDo7QdvIQAvwVBAgP3/f9owjA3m98MAFMMwGoqi/CcAfcMwHmee0lqxA4C/A/AGAP8K4FUAPmcYhqEoyj8CeK+iKBTGvhTAO/Z/dv/+7963/7f/R+qTS4DmjpJZLhsgyNpWuMXrEsmdD8LrsoKCCFnrAbbqSJucKBjzer1IJBIoFotjXnh2WRXvcRqHYoWd4EQWbpbF7TZc3mQMFhS0UhVBZJ9AdjYsB4Yd0XXixLibvmhjNQyD29J306/Lbk1Egbbsxk52GjwOE3tvU6Wl1Wrh9OnT2NraMt+fYRi4b+8+PNJ8BBE1gjdm3ohWsYUWhvwc4r9cf/31CAaDI/fk2tra2Prept+GX/q7X8L91fvx4c0Po+Ft4FXLr7L9bG7zuqYR4UyDSS1q66FG66xp2tAo1/9M7N74XjzzG+/CXPFBND74Ajx+/bvQDV4KVMlI2Gp1o+s6tra2hHQZ3nUt8miz43W5bcItk6w5eY1SqTRmKURtRB6o6ttrDJtn1ebwDIjH41hcXBQGJrz17fV63MRr0nUyy2TNTaU9FR+s4/lIDDhLTPPsiwA+us+DUwH8lWEYn9r/2WsxHoxlAPyjoig6gE2MtkqBoeDhuy2PfQTA/1IU5RyGlbfXAoBhGCVFUX4TwAP7v/duEjQAeDuA+xRFeQ+Ab+w/x0xQqVSkjBjd5HWJ4LYFhhUejweKomBxcdE0XmVhZ5HAmjhS8GcYhpAYeuLECanytwhOJOBOXsOtCqeiDAeis07vtD47OzvcyicpV9lNIplMYjAYcDfPeDwOv9/PbQuK3PRlwfPrcgo7DpNTDzOWF9NqtVAsFlGtVkcOCJECmAKEQCAwYpb7txt/iy9UvwCv4sUfv/SPcUP2hpG/63Q6KBaLU1c9PKoHr1l4DU6mTuKe8/fgL9f/EjvtHfzM5T8zc14X4A6HiQKEarU6xsEDYLbgeQcn2VZce+21+1Y3zwNueTGa//O/IKKdx/Vfeyu2X/yH6KaGzlWkFrQekLMIrtzidYleY1KyZkW/30e9XjcTOPq8hUIBg8GAGzTQvsGKTiiB4e0bW1tbyGaz6Ae7AOpoDhTzWj5z5gyuvfZauQ8qAbtkTRY08cXJdCC2IxQMBoVnHlUX6dxhpyO5NWZPhGlUqA8DuF7wsx/lPLaGS/5wvL85yXmsDeDVgt+/B0NenfXxpwDcLHqdbyXc4HVNwrQmtDTOhRQ5PPAuTCKRKoqCra0tLtlVFHTx5hTaScDdAmVtvADOrfI7T3BCAUK9XsfW1pbJXWGJ47z2VKlUwmAwQDKZHHPTF3GVRI+L4MSbSgQRh8kJ/8+u0tZut7l8LF3X0Wg0zIOLNmXrCCMCG4yxbvqJRAKapgnvB976+v1+87v58t6X8edrfw4A+NHsj+L6zPj2KOPXxeIVx16BhcACfvfs7+KzO5/FXmcPP73408IWmFvXNWuubPXCs5tDyz6uKIpZdV9YWODeJ+vr69NzH1OreOTmu/Dsx38bod1v4Ng//gTyL3gfWseeB7/f79hIeFqQmncWhtPEKaXxZrzkxK46lkwmR6xugEv8Z9GayMxXJlALtb7PgfP7/dJtR9E1yopwWLiZmLTbbczNzZmTe9hgfBJFx9oRAvhnHgnheNQTt2g1IhxNYpgBKLhyM4BjpdGBQACqqiKdTnM3dfbCJI4ImeXyLkBSPPEOnHA47IqtBK3JrAO4g5gnsl54yWQSV1xxBXdjzeVyI3NPSc2qKMqYWS6Bp5JMpVLo9XquGT66xWESbbh2cxhl0O/30Ww2TWIzWzGhkV3soUmb4N7eHmKxmEnUZ1ugomCXx2Hy+XyORxudrp3G75/5fQDAj5z4ETwv8jyTx2l9bREmbeq3zN+C9wTegzsfvxMPVR7CezvvxVuMt+Alz33J1O+TkorTp0+bvE1gfBIE+/uVSgVXX331mBeerG2FYRjcKpiTYLPvi2HrJR9C5l/uQGzt01i8/xdReO470D7+3Th79ixuvPHGyU8yBUT3Di8ZZUFmuZM82srl8lj7mCo80WhUOKBetL68KuZBzJV5MAwDEb8KBYDW1THQjQNVwq2wS9asoKpWIpHA8ePHp+4I+f1+eDwebG5ucqcjyVB0ZFwkDgtHAdwM0GoNB/JaPXZUVUUgEEA6nR7rj4suwIWFBXg8HrPyQFwxYLh5yF6AovcbCjkbED8tWq2Wa8pVkbkyZbh0AFHpW1XVqQQR1AI6d+4cOp0OvF4vty3I4zABlyqv08LNVoGdN5XbLaVgMDjmayXi4PEONPrurBUEYPjdbm9vc4UPiqJIXUNu8roAYLu1jTsfvxM9o4eX5l6K7z/2/Wg2mzhz5gyuu+66yU8ggStjV+J9174Pv/nYb+Ji6yLuOHsHyu0ylryjthKigKxcLqNQKCAQCCAajZpqSbIE4fmCyVZ3RXCd1+XxY/c73oN+dBFzj/4ZMv/2HnjrmzhzjNu0kQZV81jrCro+RIIe8nZknQYymQy63a5QcNLtdrnJWqVScY3KIDuGSgT23okGVNQ7OrSujkRQbJ486TOwnNJWq4VSqYTt7W2uwtm6b5Do5N5778WVV1451iZeW1sTCk5Onjzpyj5LgdosO2uyOArgHIAChEQiwb1ogCEXzHpw6LpuBkqsWS6BF3TV63VzLt2sQLwuGfNPEQxmagALHml8Enw+H5LJpGlKTIjH44jFYtxqXi6XMzcJTdNGvPBEwS5bTSP4/X6zVXFQHAaHidrTMmtMbR2W2Nzr9YRVh263i1qthnQ6bZrlhkIhzM3NodVqSbV8dV03XeJZHJaRsCy0gYa7HrsL9X4dN8zdgJ++/KfNyqtISMAGsqybvmhkVrVaHePmvHXxrbg7fzfONM/g/Rfej9ufcTtuTI1WnUTeg2ywMDAGaPaaKBtlbJQ2MPAP0PnqNzB47Ek8++fejnhA3CZ0Ysci4nXJtpRYw+nS9W9GL3oMC1/5LaQe+zOcKj4F3PzXgDdgPne/30ej0TAVkZOSCWC4x1YqFSwsLJieg3RdiqpggLjqy4OsubIdKLiaZbJGFAC/34+o3zMM4DoDJIIeU8lO1zMl/qIJHOzEGdoz4vE45ubmsLOzI1Sp89ZX0zQux88ugXWLZjCLztpBcRTATYFgMDhyMbEDlWmcjBXE97BCVVUpDgHNNJxlAGdXApa9+KlCQ2vCZqjz8/PcErSoOhaPx1EoFFAul80h7MCwrRuNRoWHxMbGxthjooPDMAyhN5WI1+XE0HbaVoFT+Hw+FItFs51Ds1OBUZ82FsRhYlWp5KYvaumIOExODnmn1gZW2PHp3OAwdQYdfGj7Q9hub+NE+ATeePyNqFVq5jU5acA3gBE3fZFtRTQaRTAYHFuT2wa34Wf+9mfwgPYA7nz8Tvzk5T+JqxNXQ+truNi4iMd3HjfHdWl9DVpPQ7FRRHe7a47wavQbMBirzFTVg//6hRx6Xi827vofeObb3yW9LlZeF4FUvk5hFZ2wXnc78edh7/o7cNU334uF/BdQ/eCLcPq6X0ffFzNfu1ar4eTJk8hkMiPXpSgYo7nLCwsL3M8og8MUnBx0Igslb3t7e6YqlX2NJ598EvF4HCF1PwHe2oWn5UWlUkG5XDY5pSxlhLe+NDecN/pMdk0mKVfdmonKQ6vVwvz8vPSowVniKICbAu12m7tB93o94YB4N6N+tzhSFKhZA5NpfN1Y1WMoFBIGXeFwGLlczixZkxcebZK8ahcgro7xqht2EnDZ4IpUoAflddmBNpdJARzrpi8yb83n89B1fYw8Tn52mUxmzE3frjXGIzazcxhZ8IJvp3AzgAPk5jDSOhMviaUO0HB6gm7o+MjOR/Bk+0kkPUm8afFNCCgBXPWsq8wh4OfPnxdylUQHGg8ic2W/x48fy/4YTsydwF9f/Gvc/eTddkshRMQTQdQXRbQTxHMeUdHz6kg1Wjj58JPov+vdwI/Jm+ZSgsmCrhOem76dIIIFJRXXX389Op2ORXByK3Dzi9D5s+9FovIYrn/w7dh+8R+iH1sGAJOwboWbIhwR3EzW7IIV1lyZ9ox2u82tnrPqdfZ5VVU1K9Rklsv+zd7eHrLZLFLRHp6qNuCLJpHLDa9N3nxlEdy+10WvUavVXDGcFnHdFEVBKpWCYRhjBQ/ReeiWY4EIRwHcAXCYvC430GoNB9p3u11TDEE38ySOGCuNLhaLUFWVG3R5vV7kcjluFUw0FkwEahNYs3m312RpaYkbMDlxmqe/Y1sMFJBR5ZXdmK0HF6mGI5GIkIC/sLDAbQvquu7KwXGY3lQysH4frJv+U089xQ2MeBwmRVFMFer8/PyIm751OP1Hz38UX9e+jpAawtsufxte9u0vk3rPPNi12UQcJlVR8YOX/SCygSz+ZuNvoCoqot4o/AM/0pE0ot4oIt7huK6YNwajZWAhtoC50Jz5M4/igd7v4/N3/wFqtQuIZXJ47ou+C8pvvx/G17+O+O4uetdcDZ9Fndvv91Gr1XD27Fn0ej3ze2i32xgMBly/rnK5bCZ9wWBwxE1fpiVJprljyF2Dh2/+PTz70d9EoPwElv/hDdh86Z+ilxwzOTDhlgjHDkRlkLkPKViwzkqlZM261+m6jt3dXbNwQHtGNBrFwsKCcH15Qiq/3w+fzzfWlmTXJBYcvn59wjQGEZwEcJNEQNMma9bnsnaEeKD5yVZOOAX5pVJppCNE4J2HbnBK7XAUwE0B0TB0J7wuEWRGexD3JhaLYWlpaewwFwVjdKNfvHjRlEazF6GMIGIWA+KtcGIk7KTlK7qRB4MBNE0zgwTiZom4NLu7u2b7hDaJhYUFc4OUObhqtRr3s9jxuty0lHDLfZ/lMFkfp2vH6qYvWl9r9YaIzfF4HMFgUPg9iqpjk1qrn97+ND65+Ul4FA9uv+p2ZAy5ZE30fYiMhNk1EeEluZfgJblLatR8Ps+934lyEQ0ND01qS37jb+5FbfMCfOEITn33K1GOJ6C+41cQ+/0/gPfiRZz5vu+H9gs/jwHDS6pWq6jX6wiHw/D5fGZA0e/3ha1HgD97WnZN7CacdIPz2HzpR5D7wlsRzj+AxJmPY++57+D+LiA2EnYTgUDAvE6JU0qfedL8X3IaoACC7Fh497qqqq5RGXjVdhaXpjE4C+CCwaB0siYCmStT9ZD1wmOrjMClhI+9P9jpSOVymXu2lUqlIeeS857drNa6gaMAbgqQh5nb80XZgz6ZTCIajXJbhtYNmio8g8GAK42eZJrrRg9/Wh+6g74GTcE4CHw+H8LhMLLZrNn2YpHL5cwbmV2zvb09JBIJ8/thgxARh4ky4WnhhE83K28qgtM5jBTottttc5OrVqvQNI17QNDBxXPTl2lJtttt1yYSUFLyYOVBfPjJDwMA3njqjbg+df1ES4lpQYemk+RP13X0ej1z0oPoYCSeLttS2vjKF5F/9CGoXh9+4L+/B7mTV1z6/Re+EI//8I/Ad+4cEu97P7y/+g6oNwzNiVVVRTQaNYMpo9kE6nWo9TqUCxcw8PmAeh3w+aC+4AVQHFgqOOUwGf4oale8EuH8A/C07fc1UmlOM5+S1q9cLpv3Cbtv7OzscCe8qKpqVnd5al+ZJO6wjIT39vZs14QG2te79smFKFkTCZNIdMLOV57knVmv11Eqlcx92apk561jPp/nBmoiapLbnTU3Cz1WHAVwU+DcuXNYXV0VBnCsWS4FCNPaVlA2sL6+jqWlJa7wARCPjuJVp9yUO0+yHpllANdut0duJNYLb9o5qcCwwjMYDPD4448jmUyObboiDhMAYXWBh8PgdU3jTTUtiOvGtsCI2Fyr1bhu+iIO087OjpmMpFIpk9jcaDTQbDaF6yjbYpBtn8jC7/fjTOUMfuf070CHjlcffzW+M/udtn/jpOpBikTrBI5Jo41UVYXf78eVV16JYDCIzc1NoeDkX//1X03u2PrX/w0X/+2LgKLgiu/6vpHgDQC8c3Oo//JbMX/vvdD/+Yvo/8YdUG+9FUa7jVilgl6zCUXTAE0DmCphHAB7NOuf/kd4f/2/S60HrQnL65KB7h8mM2p3uKYsf4mt7pLdjbWCoijK2Lqz7d/l5eWx9nwkEhEma4ZhOPocVtgla7KJHyUmTpI1q5mvFeSF1+l0cP78eVMIxb5X6/rSz2kyRzKZHKH0iHi7lKyJ9n8ZHFZnzWmyNg2OArgpEAwGcdlll3ENEnO53JhZLt1cIuHD7u4uN/D6jyR3brVaU2WyVrBmueSFl06nufw/YLi+tC5U4SkWiwgEAlIt33g8jlOnTkmV8p0czKLnl91wScZvJctO+55YvyVRwEd2C+xhQ276Xq8X2WyWu/GIgi4esdnOm0p2TaYZhj4tRK8dX47jFz/7i2jrbdy2cBtev/J62+fo9XrQNA35fH7sfhNVEXRdR7FYxOrq6lgFwc68lcdhmobXtXvuDB765McBANe+4lUInTjF/0A+Hzy33w5kstA/8QnoX/oSAGCMWRgMArEYlGgU3UAA/nQKSjQG/cEHYZw+jd5bfxnqm36O/xqQN5ymRPfMmTPodDrmPkH3WkTrYQmA3igin8+jXq/jzJkzCAaDpm1FMplENpu1FfTwHq/X61xu5X/EZK3T6dgaTrNWN8TbNQwDensY4O1WNOTzl1TXrCgiGAwiEolA13UsLS2NfRa7dRedI7NO1mbVWWPRarVw6tQp175HK44CuCng8/mEVgEAuEaaIjjhdcnCTbmzruvweDxjJXBFGc7Gy2Qyplkuwa46xvqOkRdetVrFYDAQtkrdmpMqU02zwzS8roOCnVpBGypVDuw4YgRqS9KcPt7mSZ5vy8vLYz9rNptSWeO0A+IPAkpK3OYwUQXhG49/A+86+y5U+hVcGboSr46/emTj5e0Bfr8fhmGMVRCA4b6RyWSEprluDNOexOuq5rfw1b+8B4au49TzX4zVW75DeP0AgKKq8P7Yj0J/zk0w8jtQYlHo4Qiq+gCplRUgGoXCfJ4iw8EzSiX073gXjCefRPy9v4Xm6irCN1yaETsYDNDr9fDAAw9gMBiMXRelUokrfiqXyyiVSqZakuY0A8M9xRsZ7k0BvYlcLodYLIZ2u41nPOMZU66iPNzmdYmSNSeqbyun1DAMM1ljixBWDh5xSomHd/HiReRyOSx36gCa6Cl+87vm7SeDwQCbm5uuFCJIRODWmvBAZ7GTAI546JM6QnYcTjdwFMAdMtzidQFiuTMZME4DughFCtFEIoFIJDKW9ZBpotUslyAKui5cuDD2GI1ImeWa8Bz5CU49zKYdWUMBQqlUMm0r2M2T9/rdbheapiGXy40Qm+38lkSPEweFZ5rr9lgcN1oFdvYJdubKVEE4e/YsOp0OdF0XTiqoVCrmYaMoClSfig9c/AC2ulvI+XK453vvQcJibiuawNHtdrkBlJveVHZrIuJ1dbU6HvrE/0K/08bS1dfhWS97he1rsB5m6tVXA1dfPXwcQC+fhzI3Z/KWiIM3liS+5ZcQvfvD8D/8MNZ+5A1o/MSPo3vzzebz9/t9cxoNr7IlOgjZz2f0ejA0DerWFvRSCb3yLp5CFEZ1mODYmSuLIDpkqTPA43W5nayxwYp1vnKn0xlTr/P2uXw+P2KWS/OVqfNz7Ngx7nuwozJcaqEOP6/H43EswpkWpOad5YgqMrCnQI6djjSJosN6Fe7t7UFRFGFnbZZK1KMAbkYQbQhWXtdBQNUI+l+6CP1+/9SD6+kirNfrWF9fH3vfxPXgzY70er2ulJ95LSCnoGoEb0rDQcFaqWxubnK5KSLbimazCa/Xi0wmM8YRsTPNXVpasj6dELID4il4cQOhUAiaph14DiO1JUklzRKbDcPAo48+yk02aCwPqfei0agZIPA2Y5ruQWPBPvjEB/Fo/VEkfAm8+dibx4I3JwgGg9K8Lln7BKreWNFtNfHvf/dXaFUrSK2s4sZX/xAUpkpuNculYEF0aLLVJq/Xi0AggGc961lIpVI4eXLUusO47TY89OafR/D++xG9+8PwdLpQX/VfoSgKOp0Oms3msDLRbgOaBqNeB+p1+C5exMDrBep1GHVt+L9aHbFiCb1OBwZx8Pbv7SSAPoB+xsDurwUBFZgr3YdY8gdcN811el2z7V/aG3jJZb1eHyPVT5qvzAsMVFXF4uKiq+bKND5rrdzB6d0WloKBmZvmhkIhlMvlqX3Uer3eyHxldo0zmYywE5DJZMY6QgQZig6dO7PsrPFwFMDNCCIPMzvTXFJ7USBGN6GdaW4mk0GtVjPL5ZQFGIYhdQEmk0luANBqtaT920TodDrcA2caI+FpQdkUL4CjqQsythUsiNicTCYxGAyklJK6rnMPcrtWgVuY1kh4WkzDYbJmqLy/oXmSVtB3k0wmzQoCYWtrS3g/sImRYRjod3V0Gwbqu1102zp6bR299gC9lo6W1kWn2YKie3G2+hUk9QxWFi/Hm2/9GcQa8oe1aE1E00JkITJXJkX6gw8+iG63i8FgAEPXceZTn0CzsINgYg6rL/seFBgeYqlUwvr6uhnAUoCwsLAgpBqIqo88P0bF60XzB1+P8Ooq9HvuweDP/xz6V78KKIBSqyNUq6HXaACWICuGUUEEwQdgZGdSVSAWgx4OQ4nH4Y1FkXrgMZS+vYZy/R70UYRhfD93HZ2ovmkSBFV3e72ebXW3XC6bj5PoxO/3Ix6PS084cTJfWWSu7BTHE34893gEX7nYwFs+dQG3f8c8dP0J3HjjjZP/eAqwXRPywms2m1hfX0e73bbdN+j7pLOWKCPsdfmpT30K4XCYu/+trq66YplEQb7MlCU3cBTAzQB+vx9erxcrKytc+bToAEqn06jVaqZZLpsx8IIu4tjIcPBEsDMSFjnHy4KCKycWFTxYq47AMMiam5sbCZboJs9ms1hfXzdVw4lEwqxUilqPIiK/7NDoSSNgZtkqOMgcRtYst9VqoVAoCL3+rD5X9P0kEgmcOHGCuwa8daeZoHbeVL22jo1HNLTrffTaOrRqD+tGfj9I09FtD2CYtx5/IPkQXeipAeDv4nuS348rYlcg3/j/2XvzaFmyukz02xE5RI5nPifPuVNd6t5bRRU1UYXIA3kICqKvwQW04gA8u1vb99rGAQVEtBWRVkFhqf26dWG79PlonqDd2tiCCgpSKFNRRQ3cgbr33HvPkJknM0/OY0Ts90fmL87OyL0jM+LEuUW/db617jo3I4eI3Llj79/w/b6fmiMmg9j4W4Qf/gs5FSRb4X5fs9lEsViciATpuu5Eaknq47E//wiqm08jYiTw/e/6NSzkxqO4qqrrIOLKKkRjMfBX/TNE1lZh/sZvgj/1lPOcs7VGo8NiiEwGyGTQi0ZhLC87BRLIZsDSGVQGAyyeOT08lk4DyaQT1TZNE9lsFjEAWuvvUCq9D43Gn0PTbsCyHoSuHxgyZCA89thj6PV6Y851pVLBzs7OxPfgnKNWq2Fpacmhm8zNzXk614wxaQaE6BN+eF1B6R0yceWgXCzGGN718pN4/z/k8fHLNfzKp/fwhuckobLfvPoru3XwyuXyGOVHpPR0u11p4Q4gXzdM05R+77AdWBnCzKz5wbEBNyNSqZR00shu4H6/7yg1b21tSW8cVXRMlqrkPLwG8SpQCPgoe65S5apoTBBxdm5uDqdOnZrw6FWp4NXVVfR6PbRarQktvDNnzkjHVxVFUCEIhylo5WoYLVeo2ETWh5GkQWR6SzKIxGZRq5DEXFUta2TjS0bJrJimTWUNbHzpowXUdt2OwLg8hBZh0KMc8WQE0YSOqKEN/43+3+k3sbQ6j6983UB5v45zq/Km2rNcL80TUU2/1+sp5RPc0UcqOkkkEtL7oN/vY29vT8phunnzprNxXfnMJ7H5hYehRSK445+9bsJ4o3MddREO9RJOv+hFiJ4/D371KpDJAOk09jpdrD7r7IReXDmfR1qynpr5PDSX/FK/30ev10O5XBZoHM9GLPpW9AcfgG1/BZ/+zKsQi/4kGDu4t+r1OjY2NpDJZMY6cJDjJ3NMGGNjUclhm7AWbL6HXq8B2x7+s0Z/+4M8SiV7dKwJw7gH83M/iHg8josXL+K+++6TniMMHMZZc4P6dluWhX6/jx+8AGSYgY9c6uKPnmij+Lt/gx+4OwFNuPZKpTLW7UDUwpOtDZT5kd3rYXXbMQwjtP6l/X7fd2btKHFswM2IVqvlKyXJGMPp06dDqUAh4+ooy50p7B7UgBM3IJnRJUbByAMlgUzyTHd2dqTVrrLxbbfbaDabR9qH9jDaVDKoOEyzKntTBKHZbGJ3d3fifdVqFa1WSxq52t/fx8LCgiOWKy6OfgoiwhyTIELC3Ob46l+WUNvtw8jqOPNABtGEjmanhtX1pQMjzdCgRzXUajWH1O1GPt9BLpfC1XIa5f0iTGu4KNu2jXa7PRZBcGuFifc18boWFxfHIghUoeoniqC6/2Sbhhv7W9fx5Mf/AgDw4D//Qegr8n6Vh+V1iVCtb3feeScef/xxAABbWwMT1gSez4PF47AsyymG8BIlrlarY/cOY8zRwisUCjh/XtS0eyFarZebEay4AAAgAElEQVTg85//AXB+Dab1K1hbfTdisYOevyT9wbkFy2rBthvQ9V00GhcRjfYlBlkJu/kBLKvuPAcMDd1dRbC2Kchj9npfRb93GXNzP4NWK1g3AzfEghMR7nlClJGLFy9iZ2dnIkoOQGncZLNZ1Go13HfffTAMA7qu40UvAl74lW285U8excev9dGwY3jHSzdgRA7uYVl/ZRX8iCtPg2pMVELCQaBSkaA5ubCwMJYRAhDKfabCsQF3SNwqXtet0KsR0wTiJPQqiKDFgHTHGo0Gbty4gUqlIjVMGGNSseJUKuXrJjtMCbgbxI3zo03l97cVNczcKQZZ4QMgj46R8SuK5RKo7ZdKnkKlPC6D15ioeF1Bx0SmTaUyDHa+bGHvSh+RuIaHXreG9NLQu8/nm1jMjRfCWJYFy7JQLpcRi8WkshUAHNpAqVRCOp12Wke5IwiAd8GJzCALMiZeDeK90CgO01Trd92LE/eoO0eQALefjUV1buI6il04ADitjWSGOI27ruuIxWK48847YRgGbt68KR3DYrGIdDotTY/JqAyp1LMQi/0COH4H/f5F7OZ/AonEQ7DtBnr9Cra2u7CsBjifXYTcvZQxZoDzJKLReehaBpqegaZloGlZtNtANrsOXc8C3ES58h/Q6X4RpvWz0NibZz6nCKpkJy28arWKp59+WlpZ704HR6NRxGIxGIaB1dXVmakMpG3qTj1+9wMnULrxdXzgy208fL2Jt3zsBt79ipNYSKjNCZWzpirCCYIwtPmoOxJlhNzGYCwWQyqVmjB6OedIpVLI5/MTGaHjKtRvYITN61Kdw0/EQ9M0p1RfLI3mnDsETzKWxJt5bW3NSQERN4Gg6hAhO04Rj6PsGUfSI2GA+uvJOExeKSVRLJcqn8R+fG7jam9vD5lMxhHLJQNhMBj4ioJRpw03gqQKVBuz15iEpWtEC64X142ijpcuXcL1RxrYu2iBacCZF+toDspojmxcWfRG13VEIhHkcjmcO3duYjF++OGHkcvlUCwWcePGDcTjcYcSIXNaDiuuPAu8OEzTEE0M32Nb3hWYMnFlMhDq9Tq2t7fHpG4AtWwFpcfn5+cntPBU/TqDUhn8jAljWayt/jpKpV9Du/Mw2u1PO88d0HwZNC09MrzSMM04EsaS81jTs9C1DGo1C0tLp0dGWhq6lgZjMWUfWvAKjHjauXdisQsoFH8Og8HTAH4JxeIJbG1xR+oGgLIggo5ThIe08BKJBEzTVK6BsutqtVpg3IbWb0IbtGCmcgAbGlR+RXOfvRzBb73qDN7x8S1c3Ovi3/75dbznO05CJV41i5DwYSFy3cS1udvt4vHHH5eO72/91m/hzW8+MKqJ8+uVETp9+rR032OMhSKF5QfHBtwhIeN1BYW7tUckEnG4BCdOnJiQnwDGo2AEzrljVLpLo5vNJvr9vrJaxkvkc1ZQNC+M/pSqdicqIr1fcM6h6zoKhYLDFROhqpTM5/NOVeos/fiIr+NHFkQFvz0Hg8CrD2OQRdcdQTBNE5ZlodlsSjchMYoQjUbR2AZu/NPQIXjZm+7CHc8f36Bu3ryJ9fV16ZzY3Nz0LMQhg2yaE3YrCk4SiUTgTSA2MnB6rSZqtRrq9TquXLkyNiai/qD7nqI02crKyhg/DFDzGxdG2nBhpMBUCMrr0jQDKyvvRKfzBdi8C13LoF63MDe3gWh0HpqWAmMHEaF8Po+VlUnDp9nMwzDGG6Kbpolut4v9/X2H70ygdk8HBqcGXXsHLPYBcH4Fjz/xBszPvx1LS980Ni/9tAdktonG/jaiKEPv1aH1atD7w7+xyg6y1y1o/Qb0fg1arw69X8PpThURswU2quntLZxH/ls/gEgkWBHOmYU4fvvVZ/DOv97Cpb0u3vwX1/HjDybxQslrZ3HW3KAKazLE6P50ZyzoGm3bRqlUQqvVcgrVSAtva2tLOb4yik4kEpEK2D9TXDcVjg04H1CJ5k7TMKOIVCKRQDwex9ra2sTnMMacBr29Xg+cc0d3jIj6fqJgREB1g0LMYZQ7ewkJh7XJzdpzVSTOLi8v49q1axM3mso4tW0bpmliZWVlQk0fUIfAT52aJL17pQrCikiSVICfVEEQ+QRZH0aak4888shYBAFQRxFINJc02khNHxgayNM2rvxOF5c/OUzb5u7TJ4w3ut6gvC7auKb9Pn61qbzAGFPydYgTRtEDKjpRRcEo+thpDekE/XbbkQWhzgQyqNJmfpqnh1m56sXrUum6TdtMGdORTL7AeWyaDViWBsNIOdFd4uGpvofsOAn5JpPJsapUYFhcVq/XXZSFHGz+fmxt/TJs+/OoVt8Fjb0ZaeN/RXTQQLJxDQa2xgwurVdHulZA8mIf+qA+NNT6teFfMzh1xIoO1434/hWc+Ks3ofv8f4+LFxO49957fX/WYjKC3/iu03jP3+3gc9eb+NV/amLl9DZeff9BsY1t2+Cc4ytf+YqUKqMad7G/sqiFp+u60lnTdd0zusurVfBr14B0Btp5RUs53JrMWhg4NuBmRLfbRTabdaIuIi9GZpCJx2kxJm9NxQNLp9OIx+NSXkdYaSsvjlSQzwqzNx1wwEEggzedHqYiZB64uPGTt3b58mUUi0WlbIWMw2TbNm7evBmKmPCtShW02+3AXA9RC4+qxmSvefLJJyciK+QYkGyFe7OVGWPxeBzJZHLcqLc40LMRaXAw9MB6w8esZwM9G4v7NiJP7WOrb+FHnhXFq87H8Xxdx/I9ciJ/EF6XeH3AgQFHRpIspeTHCKd7f39/f6wVGjA0atvt9tg8oXu8UCg4XFRRTR+QG12kjddNJfEYALPXdXQkL1++LNXr8rueqMbkKBwTv3IPVAhF/yzLUhoFg8FgWB2bToMx5vDD7rvvPmxvb0+IEgND2RVZIcrnPvc5x6iwOUe+MUCjZ6HRtbC114ZW0IaPezYaPQv1noVy441om9+NV/Q+hZ/BLyLOhvP5Nl/fGOBMxyCSBhLzsGNZWLEs7PgcrPgc6n0NiaUTsGOZ4XPxOdjxOexWu1g+eTugRaD16sh9+i1IFL6M8599M55+4OeBKQbcYDBw1lg3VeP/uEdHRovhE9f6+PEPP4qHH72IV50bOsOapjkR3cXFRWk0XDavOefK/spBnTX70cdgvfe90L7lW6C9/W3K14WdWZM59WHg2ICbEdRftFgsol6vT3iEqpy4KmomQ7fbDcW7B9RCwmFOJBIWlRlwkUgE2WwWiUQChmE4C/+0aIvYUJkWiY2NDdy8eVP6vmvXrk0cUxklt4LXRYKfflIFQYju5XJZqqav4uCJLbs4505UeGFhAWtra9LrVYnmOhptnAMDG+hxsJ6NeIlD63QEQ2x4fLFlAr0qIiYD648MtcHwGod++qTDkgFQj3TwlucnUTY0PHoihjfdM4dySV5AIeN1Eab9tjQfyNumKlgy7EQDQSzgED9XFd1tNBpYXV2dUNNvNBro9XpKZ0rV8kgFzjliIw7coNMG5xzRaDQ0SQmxCEdEEMfEq23V3t6eU4wjG1/3ewuFwoTUDUVmvJw1WaWk3+8iciJ/6W+38dlNdwWxKmuQQlXPIh4dYIAIWGIBPT0JLbk0MrgysOPzsGJZdFkCPS0JY2F9aKSNDDIeTSGviF6ruHlmOw8bGsx+H/2BhtL978KZx96H1fzf4fYvvhNfb+6gcPI7x94jRtV1XUc8HndI/u5zvHUdWP/CFv7wsSb+5GIXTR7Hj79oDRFtOK69Xg+6rqNn9WDDRkKffY0UcRhnjWVGFchCtXfQzJrneVxSKrLCpDBwbMDNiEKhgLNnz/pKPaoWKkoTuEPJYfG6AHW5sx8wNmzYm06nsbGxMWH4kB6YbOOcm5tDuVxGvV5HsVgcGwsZ58CyLClpFEBoQsJevC6/8Gpb5VfZ27ZttFqtsQgCMKy+syxrwuAmSQvbtsfSxhQVlkULVBwmam/kaXDWTUS+2gTaNljXxnrLRtTKDw0xgUY1XM4niyhkvx5nAOIaTN2GnoqCxzUgrjl/S/0mfn49jU0NuG3A8e5TKUQjmtMSyK3NN63gBJhs8k1RGqpk7nQ6yOfz6HQ6+Id/+Afcfvvtw+sXosJLS0vKcVRFEWROmWEYSo6oX0OCuI+RSAR6LAar34fZ6yJqJELv1zltUxMzDrQuuMVbZf1/Seuy2WxidXV1QuoGkEdpiFTuRtDCJBlUv8f58+dx7do1xONxXKsMo5Cn52NYTkYQxQAr2RQyho5MTEPW0JGJ6Ri0ajizsYxs5CQeZS9COn2XMyYyo4uqqN0isaSFV6/X0e/3xwIKquhjvV6HZVkwDAPxeBz3PPAQ4s//M+Dv3wPtM+/Fua/9Dpa0BioP/FunuAGQO90aY2CDFvReDVq/7vz94eQevuNZJTxxs4QvVW/gVz7ZQXfpFFroo9aroXO1g77dhwYNrz31Wnz/6e+f/gO4QA5sIJDRN9rHqTDEHUWmOUsZN7E70ixcRc65s9Zsb2/j9OnTUo3Xw+LYgJsRsVjMN69LdePTQjiN13UYUOVqvV53xHJpE5qVLEsRHs45SqWSlA9w2223KfXx/FREksF5lELCiUQC1Wo1lOpV2gjc3JdOp4NCoQDTNJ2NQibeKm5qe3t7Tgs1MYJAKXU/HCYVvDpBePK62hZif1kGax4Y1sMtcfjduA7H8OprJqLpOBDXweNszCCrtKtYWF9yHiPKAGfjGm/dxDnHr2+b+IoNLOkMv7mRwvxIZyoajaJarSIajTpRR1GUWJbmI4OBtApJC4+IzbR4m6aJXC7nFPnIDGG/G4eXuHJY/ToptRuJRBBLJNHp99HvtBE1/Ec4aOzcUjfUK5Iihl7RR0r/ptNpaRRM0zRsbGwoC07CiFSE6ax5naPX6yGTySBr6NiuD/DTL17H3WsJFAoFaSVzPt9CbpGM4LsdLTySE5Ldp5VKZcLoZIyh3+/j9ttvn6D0qKp8xYrhMbz0nbhSGuDc134HC0/+IaKNLXTWHoTeryOxv4vM06ZQJDE01s7269C4vGDqBIBv1oG/S67hq0YcaH997PkIi8DiFj5y8yModot4XfZ10s+hDJLbWfMrOE188larhb5lIQXArFZRHjlrH/vYx/DDP/zDE+/L5XJj/a/F7kh+NGGpEv4ocGzAzYgwOUyzEvPdEMVyE4kEGGOeE4NSY2IKqFarIRKJ+JqAVKl5lCCZgLAMuKAcJjGCIGq0yeQT3BGJaWr6gDqKIGvDcphUgQx+x4SZHNFPVMCaFuyVKKz70+BxDaVGBUsnVoeGWOTg82rVqtNf041eoQ6+fLCZ2raN/qiTRqlUGjNm/osZxWfsGAxwvJ11wEtNkIlAbXdOnjwp1cLzG32kdDIAp8flLKK5snPI4KVNFdaacuHCBTz11FNIpVKIJlPo1KoYtNvAwhJs23aa1Hc6Hdi2DcaYZ3U1tc8TU0CRSMRT687LYHAjSBGOX1Dlqh9nTfV7eAlOm6YJzjnS0eFzO6UqllF3KA5uuKNjpIV34cIFZLNZqSOlMsg2Nzd9yUt5OWvFEy9Hav08cp95K9I3Pon0jU9O/Tw7koAVm4MdP0jt2rEs6qaOxMIGXtWv4tkt4J47vgmp5Do6+x08a+NZiGtxPLL/CN576b349N6nsdPYwQO9BzAXH/+t3J1wxEr2nZ0dT9kVN1qtFrLZLFIjo1rvdMacNdV+qKLuSMfjiBUTZDg24J4B2LbtlOq7o3pe0TGK8DQaDZRKJSeMroqOAWpPwQ+8GsSHBZIeCQOxWMzh0MjU9MWFVRa9EdX0O52OdPFcWlrCYDCQXnOj0QiFZ+jF61JBtQmRoTYrh4nbHMuPcGilAXhGx+Dli0ByaMQPGANSw/+Lavr1+nDjkpHQ9/f3J1JpsVgMuq6PRR0/1hzgo5UuNHB88J5n4duWxxd14jD54YqqvqPYw5T4TIflvrgRhrgoFZ3IOnCQ4HI+nx8e14fjWNjeQlePol6vo9frTUjdAOpOG8Rd9XN9fhDGmLjPLxOcVgkZq+AuhqCCs0ql4jhrqgrguDaMRplaDKuri+Cc44UvnBTUUBljrVYr1IyMb2eNMXQ2XoDtV/wBspf/BACDFZ9Dra8htXRiVCRBRtocKh0b8WRGeq9QOvghAA+Jx5t5GLoBy7JwV+IuvOPsO/Cb134TV7pX8Lo/fR1+bOPHsBw94ITS/UjzRNTCS6fTWFtbk97bqv606XQa4Hy4frVa4JYVyFlTIWhg5jA4NuACQiTOin3yRBCPw22RE5lT1a1AZXTJPItbJSQcVqNe8kbc6SNVcQVxEFZWVhwOAiGXy0nHqtFoYH9/H8vLy1I1fVXqURa98Uo9hiXaeBhe16zw4jBRqpw02gb9PuafsJEtAFYUyD9ow6zvAaOvK0YRRDV9XddRKpVw8uTJiXOoNq6HH37YMd6+0DHx65VhQcy/jpp4cXbSiAhzTGhDI3rEURhworgyRRBm6cChMnZTqRRyudzEvNzd3UUul8ONuXnUt64jbRjORuan6txLrytMAeewpEdk4sqU9trf3x8TLQegjD5yzlEsFpFMJp31RqycVDlrVOiznMkD6KFtsUCR1SDOmgpezppXRw0A6C+cQ+n573COq1LBEXtocFKfVFELb5oci6ZpiMVi+Pb7vh3Pe87z8K/+x7/Cdn8b7915L37urp/DhcwFAAe6brK9p9FowOQmWvUydh8tYiXTxKIZQWxrC5amgzcaQLMBNJrgjQay1SoGnQ7QbA6LrwCg2QQLSQweODbgvuGRzWadTUjkiFQqFakhQdVUsrSgX0kCFTqdDubn50OpNiMisXuDHAwGhw4BU9VjKpXC+fPnpdE8aeWUaSIajeLatWuO0ChBZRSQwKaqBZgfBNGm8gt3qiAoyEB49NFHHbFcAnFAZCmXSqWCvb09x7M1LvURvVYH14DcD92LM88aX+Ru3LiBEydOSNPqQcfk6b6Fd5Y6sAD8QCaGV0eAixcv+tKm8rtx3nnnnXj00UcBzK4FB4xXSlPRyd7e3tg8cVcAkxEhOn39fl/pTMiOUwTI63tGR/yxfqc1cR2zIJFIKFul+QU5au61YxYOE0UdaY118+zIWGg0GiiXy2M0A+L8xuNx5TxVpYJla9AszlrGGJ6j0fMW0g7TWZuWtpc5IjLDlXr5lsvliWiUO3JOoMKrXC6Hu+++G/F43HGuVbIrsuNppPG2M2/DB4sfxFdrX8U7H38n3njbGxHX4miYDRSqBfA6R3PQRMNsoGk20TSbqPfr6H29h9d+8YVYMb8HrdJ1ZJ74XaQByH4B9wxgd955UNAQEkh65Fbi2IDzgXq9LjXUVKm/sHldMqjaKgXBtJ6rYmk0EWdnLYggXlmxWEQ0GlVuEioSqEobKgy9Li8E1aaSwWvBFRvEk4Fw+fJl7O7uzsz1YIyh0Wggl8s5Yrli0YSXaC7NYe1aB5F/Gm5WpfsYTj1r0kMNc0wAYM+08dN7HbQ48NJkBD86H8Ogj9B6/8o4TJR6dKe7ydiqVCpSiRqSraB7gHStMplhOkmVFlQZDDJ4zRMvXle/00b52tOjz/ZO4at4XWRghAHSK4zFYmNSNwCU6U2x2To5fdlsFqurq57OmkwvrNVq+eLuqsSVZ0mzZeLD99S73gZcWM6aG2L6t16vo1KpTOxLRCFxIx6PY319HefPn5/glHo5aypDTQXVfF9ILuAtZ9+CP9r9I3yy8El88OoHZ/q82/afg2VzWABh4OvQHnoI3UgEidUVsEwGSKeBTAYsk4FpGGiCYeHUSSCdBgvI6Y5EIk7LvVgsNnH/5HI56VgdhYQIcGzAHSnC5HWRoSYrd/brZWuahlQq5WxCNOGSySRyuZzU26RoFnnExWLRWdT8FERomiZNsQWBX15XEIj99fxAFMsl2YonnnhirMm0+Npqtep4b9TLNhaLSfWWCLLjsVgM0Wh0GPWwONCzwEa6bIk8h1ZvO2K5pNW2WrcRxd7wccMCA2A+lEF7XZ4KCDomMnQ48Et7HRQtjnvjOt65ZEBjzNFik8Hd4onSkqVSaSL1CAyNXRKdpvfQWJGafjqddvh7NK6qlLpMtuKw4spu+OV12aaJz//x76NZKiK7to4T9z7X8/PJCHdvLKo0G2UcSqWSE3UU+aPi+wlksOVyORiGMaaFpyp8AOTGLmk1fqM6a9mRAdfsjVeey84hOmtuuNcMzvlYqt1d/UtZE5HSQwVUfsZXFQgI21mT4Y477sCTTz6JHzv3YziXPofHqo8hpaeQjqaBDrC+sI50JI1UJIVMNINMJIPKlTZuflGHDY7bXzCH8y/6SQBApVBASiJBE+Uc/UIBbG7OKVSjLhyVSkU6JqqMkGVZsCwLW1tb0qipbN/zoxjgB8cGXAjwy+sKAsqvi4sV9XujfoSyPqkyLC8vo16vOzwRSu9EIhGsra1JIz6cc6kosSpacCuEhGfVppoFqgWXNk1d1yfU9L1kK0Sx3Lm5OayurqJQKIwR9t3nl/1etWoVMG2gy8cMr3SRQy80HLFc9IYabcsdE6zfhdYfVpGKGDJJJrXHhmyng9/JvDsF6/40UJAbcCKv6zAwbY732wlcsWycjDD8YoahW6+j3u87UbDNzU2peKv7emicb5N04FhcXIRpmlhcXJy4hs3NTUecFJgthSpDEG0q1b1DfDz3huoVsbv6yf+B8rWvw8hk8c1v+teIKu4JMhCazSby+bzUkJBFaXRdd4xg9xxWGWO2bXv2oPSDb2RnDRAicD3L6ZW6v7/vtEIjENfOTSGhQhS31A0ZrqqCE2q/eFQIMiZev4nKCKeCkVeuvxKvXH+l85xMH69TM/H4p7uwTY61Ow2s3sOcSnbq9S2LcIrcPCogfPGLX4z19XVfQYhUKoVkMhkaF/cwODbgQgAZV0H6i4pVj14abdFoFJlMZmwS0mLcarVw48YN6YYgm4C2bUu1hYhv5vf6ZQhDSHgaiPg7C+/Asix0u13UajXcvHlzQjC4UChMiObSd6vX61hZWXHEcum4l3irLHoj6nWx3R5Y+8AgW6jYiFzaHxpk3dHxvo3TXQ5mT26ow7ju5HwTTWMSyx1qrzF0MUA8m3Ae87gGGBoqrRoWckvD1xrDY8Bw05ZxmEg4VgbTNB3noNvtOrIVjz/++JhjwDnwe1YMX7ajyHAb79D6iPejOH/hAhKJhCN1E4ZshWEYU8WV3d0YVFBxmLx4XUGrNFXUCIogXLx4Eb1eD1c/87coXXoSWjSK89/1WtS7PdRHRtj+/r6zBlB3BhIkjkQi0miiav7ati2VtAnC6wo6JmEWmLjhFlcWec40f9w6jrQeD5pD573S7KJQKKDb7cI0TSwsLEz0V/aKjvnJTlB07CgNuLCcNUAtrkzjXK1W0e/3J/orizD7HF//+ABmB0jnNJx+QRTnzp1zKD21Wg2WZUmdtbNnz4aiytDtdkPLrB0WxwZcCCDRXGoxJKYlVUR6MtTcKaBoNKo0xm5TiOZms1lfC+I0rlsYEIWEDwviKzHGxlIMVMnX6/WUUTAC8Zai0ai0ETKllFUpsDDEfylVkEqlEPnHGrTyQcR2GAeRy7SIYrn0t8N7iGcTYIZ+cNzQwGMMe40yVk6uOWK5hL18HrncpLHbzdfB1w4WVUr/mqaJ69evQ9f1ifmlah1VqVSwsLAwFkEAhhXUonPyx/Ue/rraRwzALyRtvOabv9l78GaAl17XNMOMjKVpr6NNMwwOk23baLfbE1I3pE21tLQ0kRImQ5giCNUrX8P2Fz8HMIZXv+UdeNYDzxs7hxeHKaxK0KPidbnPMauz5oZpmmNrBjlrsjHZ3d11MiliWnJxcVFq1FIV6sDoAWiiaw+V+huNBnZ3d5UKBWEgkUigVCqFQpwP4qy5qQxif2U6Jr6u0WigUqlMrLF07jvvvHOiUO3hhx921g3b4vjSR4vo1jiMOYbXv/WFiCfH51yQTjgqqDJrsu44zxSODTgf0HVdyc9YWlrC5uYmOp0OqtXq2I/uJzxLXIQwG8S7QdExPwac31RFt9v1lB4Ro460eaqij4uLi7h8+TLi8fhEikEVLQDkvIN2uy1NYQbRpvIymr1SBQBgn4iDZyOO4dXot5Beyh4Yasbwb6FaxNqJSYJ2c38fdjIhjdJYFgNimiOWK3I9ZJAdpybfhmFgY2Nj4rt4RR9V3imNyd+2BviP1T4YgF9YMnB7MxxDwjAMJa9rGmatQqVuIWIkigwEigC6O3CoWkft7e056RhR6oboCrLxFQ3h4pWLeOJjfwoAOPuSV0wYb8DBmISVApPBi9cVRHpEdu9Eo1G0Wi3UajUnukuv9er/CxxIEZEWHkmFyO511XoyzdilFGpjxIGLxWKhOciyri/AbI6JG14FMjRPxA4c/X5/jLIgvt9NZSDKiKoDB0XZVNyyaXP0yb8uo3Kji3hKx+0viyBqTBrgXgUnfufiYTJrtwrHBpwPdLvdMfK+CNu2Q7H8adIcpQHX7XZ9CaGqoGkaGGNYW1s7IM4LkOlV0XGKOrq18GSVf15h8bDgpU3l98ZXcZiIzwIA1vPHI3r1fBvJ3OQCxhtsTCyXUgxUfSerbhL1lqLRKC6M0pLb29tSo0CVqrQsC9vb29Lf0O+YkOzKUxbDu8vDuf1v5uP41lQU+UZ4+mJU+e0XZMC1221UKpWJ1COBDC9xcyYDIR6P4+TJkxORHRWHyTAMzM/PB+J1deo1fOFDfwBu2zj/4pdh6Z4HpK/z4jAF4Y+piitmXftI6qZer2N7e9vhPhEqlYqUw8QYc1p5zc/Pj6UlvZwJFXcszO4YnHPHgGv2Ldgj/quq161fGIYh7Vfsda2WZaHZbI5J3VAVqux9xO+l+ejWwvNDZVBJWh0mMNGpm9h+ogUtwvDc16zAjrcDO2szn3M0R7wMOKIkUKtKL955kILDaTg24HwgTF6XagPsdDpYXl4OhXdAaQJ3CJ2RHKQAACAASURBVNwdKo9EIs5Nq4qaySYmtdjSdR35fF6qAaaKPqpETGUIMyyuShX47a/nBTLARQOOeEvURH0wGIzNAa/omCiWSymGwWCAYrGIEydOTLzHb3l/EF6XX8TjcTzd7uLtjWG5xGvSUbw+Eyzl5hVFqFarSCaTE2r6KvFWGncS3yTld8uycOLECWlaUMVhajQavmQrDsPrqm7dgNnrYv7EKdz18v8NBYUsD41JGBA7V7i18HZ2dsbmilf00TAMRCKRMQOBsLCwANu2lWnBMNKFhmGElj4mxyQajSIV1dAa2Gj3baTjk7SDaZDNT9M0YZombt68iXg87nwm/VVVJZdKJaejxsLCgrPeqYxactZknEi/8CrCOawYdCyhYS4XR7tt4dKlS3jgAbnjIoOX8STKY5EzxxjDysqK1CGk/ZDSxvV6HcViEYwxZWZNVoRzWBwbcD5w8+ZNnD17NjQFftmEpl6PQUAhbIoGzM/POyFxN0SDjFJArVYLe3t7vlK+hmFgbm4uFFFbzrnvVEGQdI+qD+Msi4uopl8qlaTX0e/30Ww2nYghfW48Hodt27jnnnsmiM2qKNj169elfVW99LqCjonMWDnsJkRYuf0c3vSly6hzhhcaOn58IT41gtBut7G3t+f08BQ3LerX6UY+n3fuA7eBIBtf4jBRdMOyLKczQ1i8Li9JiaC8LmpUr0eiYCMZCRmvy4vDRE4FpSRJtoJSj+7fnjqcpNPpCS08y7J89aHtdrvSdS4Ir0s1R1VCwpFIJDTHhDpBRKNRpONDA67es5COH/wOIs9ZJkpMkKWCKbOh67p0HfCKPsr4d4cRV54VhmF4FuHIMG3Nio4KqwZddYqatPCoUE3ck1RV/sAwOmaaptOiUtxrOOe+9kMVOp0O1tfXQysIIRwbcD5AVnoYoAiN27iitjmLi4sO6Z4wTQ+MFuNqtYper4dSqeQsiDLIJuC0VituhOlV0CZylGFx4v5R9ENs8i1bWN1pB1HMeH5+HmfOnJlYVL04TKpWTdO4KUc9Jm5e12FAqQIiNu+3Wvi+r15Dnmu4nVn4P60WSoUDJ8gtmssYg6ZpTtqIxHIJqVTK+SdDENkKNwcuHo/j8uXLeOihh7zeNjNk6RPa/IPgoONC2/ns3d1dZ9wIMvFWUb9NFMsVi05kc5c2Rz/jq5qnhyk4mRV0j4c1r929Ui3LgmEY2NzcRCaTQUIbjuvmThFaOzLWoYc4v0tLS+j1esqUpMxI43zY01lGnA9azRvWmKjOsb+/H5imI3bgqNVqB9+RAdaAY2d7F5rOJjogUdGJqlAtn89L97x6vY7BYHCkXLdOp3MkFKBjA84HiPM1C3Rdd6JTp06dmvCMU6kUVldXJyYN5xypVAr5fF7Kt/PjDXS73dAmDUUG3YtrmHn9TqeDU6dOSfW0VDyswWAwQWwGJqskaRGg/nqUDhcNBL8FEa1WC4PBYGa9riA4DK9LhiAcJncEodfrOePr/qyLFy/i+vXrzuKp6RG8z4zjkq1hGTb+7AX3Yi0+HtXy4uDJIqVhCgnT9xNlREhuw68h4aUlKJN7cL9eNBDETiWyVHu/OUz5dpsNFItF2LaNzc1NPO95z5tQ0wfUnSBkKXg6p6wIJyxubhBel1+Qs+Y2VgaDAdrttqPH5hbHlYGcOFozSAuPc45yuYxcLofFdB+b9TZi6QXkRnxW1birrvdWOGutVit0Z00EzRP3mgFASmUAxjtwEK8snU47KUzDMPC1xE302zYW51ZgpIfri2x8VYVqKpBBG5YBJ8ushdkxScSxAecTqtC+2ysljkiv18POzs5EGiMajWJlZUWqzM8Y85Wm9Sp39sPJ8QIZPGF5xyJICy8ej2NjY0PZwkiGarWKpaUlRyyXvFQSJZalwHRdD4XrMU2vSwa/HrNhGKH0uQWGDkitVnNS5uKc3N3d9eQwUdRR1MLzIjCT4fXb+1083BkgzYB3RnoTxhsQLIoQFq+LUoyRSMS5h4jnFZSv41bTbzSGRpa7StNdQUlOHzkVXilfa7CIRwBY/R5WV1cdbccwNglZg3hgvAjHjSBpe1pTgkBM/5bLZen5LctCqVRy+I2igTAYDJBOp7G8vDwR2ZKNeywWw9LSkqezJor5up+bBV7O2mG5Y+I5/AhOU8FUuVx2pG4IVIAmm3P5fN6JOrq18GTjqzp+55134sqVK8PImqGh37Zhdm0gnIYnAKYrJvj9rKNWkRBxbMD5hFid5oZKtVnGLZAJGgZFt9uFYRhH2nOVGvXKjAlaXIgXQ5uQKtVChhaNixjh+chHPoLbbptU0/dqvSOLMgbR6wqy4FYqldAqelV9GN2GORkIomyFTD4BGF/4m80mTNPEysrKhJq+3+ijCnfeeScee+wxpNNp/Gmjjw83BogAeM9KAieq8s4OKlABjh9el1+I4srxeBymaaLX6znjXq1WHUdMTD2qOnDQ9YlSN6ZpYm9vTxntko27ivbgjEk0Bi0ShW0OYA0GiIwKC8JAEMckyDkocijKVgwGA6Wz5o6OkYGwuLiIjY0N6Xqqkn4yTdOXoTTLmMzaD1WFMJ01MlJp/RO18NzOGkGMggHD9ZAx5nBBRakbAE4HIFVQY2Nj49Dfg4IGZt+GNRhem9kPZswSV9Gd1QozizQYDLCysuJQZUTh5+MI3P+EoCozd+uUsM+RTCZDM+BoA6J/NAnX1tak/C2SC6EU0NNPP41EIuEUfbhRLBaRTqelC+jm5mYoN9NR8bpExGIxpW7YNI9ZjCCQnEq73ZZKSrg3LvH3UXFmVKmFRqNx5GMyGAzw2baJD+wPx+btiwYeNCKQJ6fUCKLN5wYZCLVaDVtbW45YrniOa9euIZPJOOO4u7uLbDbrkKQXFxfH0pJesgqy3yNMXhdFxxKJBGLJJLr1GvrtFiIBnEEvY0XFYVLdm5ZlodFoOMYYGQj5fF7KdeOco1AowDRNx+EjA8HLWVOl2nu9XmgOsQyz8LoyBvVD9TbgvJw1L4UDUSyXorsqKkOtVkOtVkMqlQLn3FkzUqkUVlZWfI0v51yq8XeYIhw3vIpwzIGJx/57Cd2GheR8BJmVYIVFs6pIUEaIOIsAJgxbMTjhlhki1YRisTj2nB9HeFYcG3BHDOK+HLUBJxNPjcfjSKfTWF9fn7D+vURzSXOJqnLESJmsHyog129TIUxel9ilQYQfbappIL6OzLhSqem75RPE6A29V4wgpFIp9Pt9LC8vS69BdvM3Gg2lIrhqTIoKuQm/RrMXr+vrtoZ/V+7ABvAv52J4ZTrYgisacG41fTFa4BV9JGJzJBLB6uqqtI1PuVzG2toaUqmUY+DS/eEnunoYIWE3VO+54447cPHixWGBk5FAt17DoNMG5oNtouI8IQOh2+06HU7cUHHEyuUy5ubmkEwmx4pOksmk0lkDgDNnzgS6bhFBnDWvVLCK1zVN5DkbH96L9SkGHLXsouiWqIXnHl83lUHsr0xdfrycNVknoCBdBMIuwnFD5axxzrH1RRPlq31EExoefN0q9Ohs10/tE2+77TanKj2ZTEorQd0GmVhEoSr28+qYdJxC/f8JOp3OofLrYjuXhYUFqa4bMJyA7huTFhy3WC5BNjGJWyTjGPndiLxI3X5TBaoFV9RhEuHF15HBNM0xYrOYYiB5FdkGUSwWnTZcbjV9VZRGdlzX9dDSJ6qeg37HxAsqDtONTg//3oyjC+A7UxH8UHa8RVev13MWR1rkVCkzKjhptVoTavqq8fXSuZJ9d3FMZu3GoELYBScyGIbhbJqx5JAo3++MyymIGxAZuzKQHqE4T6ap6QPqSILM+aDswzNZhOMHZKjNIq5MPOdWqzVMB3eHTvperYV8Pq8Ug6aK0vX19QmpmyBUhlvhwM5ShHMYqAy4r/zNDZQv22A6cP5lBlqDfTQL3NFwpLESxzeXyzmRX1I22N/fh23bOH36tDQIodJvUxUBEm3pKAMzs+DYgAsJlCZwcwuIhyCK5SYSCWiaNlUWhD6XFuPt7W10Oh1ltYxsAs7iOYqgcucwSOJ+eF1BQTd+NBodE8tV6S2JxHFxASJxXDIQxGvu9Xool8tSTgfnXNnvVoYgel1+QWMiSymFsejSHH/00UeRSqWc37LFgXcMEqhCwz3Mwhv7LRQKB0ZptVpFuVx2qviI2KzrurTsH1BzmPxiGoep3W47vLOgY5RIJHxrRKrOFYlEnIbootQNACcqbo8ctr2dHVjJjCOrIEZ3iY8jG8P5+Xklh6lWq4VGZQhLNzOIszYLlUEc40qlMuGsqaJjxPmNRCJYWlrCyXYbwDZMLebQSlT8u93d3VD6K4viyu5rCzombhCf+DASWuS8NRoN7OzsTETuLMvCxYsXxyLe1esWNj8zXFsuvDSNb37ZUD+TAhWq5vSDwWBCzy1skPN6bMD9TwZN0zA3N+eI5dLNPT8/j0QiITWWcrncmFhuuVx2hElVKUnZxCRZhTDKnUWtLhFhljvTje9X7kEUy6UUg6oFTLfbRbvddjYh2rjm5+extrbmKwpm27ZjXIvw4rqp4CUVcFhe1zQkEgnUarWpG4Sopk+pVfd8INFccUwolcM5x/z8/LC7BYBfKXawBQunmI2PvvA+zEXHl5fNzU2pERxEmyrMylXTNPGpT30K7XYbq6urOHnypOdnqXpTysSVyUBotVooFAqOWC5BlZKs1WpoNptYWlqa0MKjfqg7C4vYB5CMxxynTzXfZaAinDAQhNcVtEpTJTjt7uEJjHeCcI+7KJZLEfRsNov9/X0lAV82vvF4HLquI+sqYmCM+XbWgo6JzFkLM9pO4sruohMv2RU3qJc1pdplRUA0j/e3urjx8DAyv/FcHd/22m+a+Xq9FBPClLwKq3L1MDg24HxCG6mek1gu3SSZTAaxWExZor21tTVxzO9k6na7So6UX5ChdpS5ehoP4oiJXDpVA+rd3d0x2QpKMQCQpnRs28bNmzelXBq/40vRymciVRAUtm2PRRDIQCBjgSCroBTV9JeWlqSbUzKZRCaTkabArl696mhh/Wq5i0d6FpY0hp/TuxPGmxe8tKn8bkJeHCbZXLcsC1/96lexv7+PTCaDl7zkJVLpHbFSutFo4PLly9KCHpmjEY1GYdv2hFguQcVhajabUjV9Qiwx/E0GnelN0/0W4fgFpdkOq81HBgJpNVJ0lzGGXq+HVqs1kdai9YTWjKWlJafoxIvKIFtPKIofBG4ZEerm8Y3grLnhXjNs25Y6a8BBwUm/3x+j9FAHHj9UBroXvNbUdnWAR/7bHmwLOHV/Got3+fs9Op0O5ufnQ6GkTMusTYPYHSmMYg83jg04nzBNU0qC7HQ6oYTEgYPJ4fZcZTdXUJCXMosBRx4qdR5w33y5XA6bm5vSzZZaSrnV9FVRMM651Bh7JnldXggqPeIGGQj7+/tjwpeAWraC0gTEwRO18LwqJWXHVbIVs/C6fr/Wx8fbJhIMeO9qAnMVf9XQfrWpvODVhxE4EMu9dOkSer0ennjiCZTLZUSjUdx7771j97Zb6d0wDKdhNedc6kypNq7BYKCcV0E5TPH00OC98cgXcOLe5ypf51WE4xfTZDbIgBMNBOoR6X6/LEqjaZoTUXJL3Xg5awCwvr4+8/c4Cl5XelTEQFWosVgMly9fxnOfq/5t/MA9T+hxqVRy1g8RqqxFoVAYE8slLTyKQsrmqVdlsB/MIiS8/UQLg46NpTMGnv2yRRSLco6sCmFmkWiOUHYmkTjojjQLBUrsjhR2H1Tg2IDzDZVFLusvFxSzljv7gciLITJ4NpuVbpzuiUml6x/+8Idx/vz5CSPy5s2bSg7T5uZm4L6jIrxSBWGByr8PA6p8ajabyuqlfD4/lkKhRbbZbCKXy42J5dLzssVzbm4OjLFQdOi8NmYvDtNfNgf4g3ofGoB3LSdwR0xXyoVQilHGYfLbh5FkK8hIoOtvNpsol8vSOff4449jd3cXsVgMsVgM169fx/b2NjRNwxvf+EacOnVq7PWqDhFeWmV+DQAvXte0MTn93G/C9S/9ExrFPD7zn96P89/1Wunr6N7xu4G4pW6oA4fsO5qmiUqlgkajAcaYI1tBavp+C3qoclhEEGdtGpXhMLwuNyiF2ugN6TGxWGwmuotIGVGtP+Ssude/WCwG27YnxHIBtTMBQEoTCDImQYTJpzlr2sjPn1uPQdPU9xMZam7DVaXrRoVQKysrE1QZlTGWTCaxtrbmFLe5uyP57ZMapuYccGzA+QZNcFL3PqpzZLNZ6cbJGHMiLuIip5qARLAXU0ClUgk7Ozu47bbblBNNJguyubkpjQBSJC8MQ02FoKkCGUj+w0uva1a9JTEVDBwQmzOZDLLZrDJsrmr87ef7zaJNNSu8iitUjsRjtoZfqwwjuD+1EMf/kvBeTtziyqKBoIoAqgyG/f19LCwsTKjp93o9VCoVaTRme3vb4a1cu3YNjz32GADgOc95zoTxBtz6Ihy/iKczePGP/gQ+/8e/j/Lm03jyo3+M82dO4+wD4/1b4/E4dnZ2nOij+HuqOExUuUopIDIQNE3DxsaG1Fm7du2adF77zRp8ozprqrWMlAEiDIjpDH2L4+ZuETGNK4XfxXEXKSMLCwu+nbWw+lGTuHIYcAsJE3Rdn+qYREd6eoPO5OtELbxUKoXFxUXpXizbDy3LQiwWQ7vdRqVSmeAhyn6nSCSCXC6ndNj8YDAYSJ21w+DYgPOJq1ev4uzZs4c24CKRCJLJJFZXV8fEcglra2tST2hlZQXNZtMJy4obiWwCdjod1Ov1I62WSSSGPQfD4HqoOEyGYfi+iUSjVUxLViqViYpEt96SW03fy5uVHW+1WqEa+UG1qWSfI4Oq4ITU2N34WrOD95kGLADfl47iO2Mc9Xod/X5/IvVIIPKzaNRSVDiTySg5SapxJ81CEbPwumq1Gj73uc8BAB588EGlVEDQIhw/MAwDjUZDKpTqhmmaTnSXuhgAwO3f+Rrgk3+J8qWn8Ge/9ks4+62vwNpzHhh7b7PZxAte8IIJNX0vKoPsuJezFlZkIYizpjq3l7Mmc0zIqVD1V5adp16vo91uDzXvYgyVDkcsPY9cNu5blFhVVBLEWfM7Jl7Oml+4nTU3xKKTbrfrrBsA0BoVgTSqbeTzA1QqFVy7dm2i6OSLX/wi7rrrLqVMjmwN0nVdui7fqsxaUGdNhWMDzifIUyKIaclZcuKEwWDghM5FsVwRquiYH8/xVpQ7zxIWd0O1uMj6ME5T0ydvVlZBKfaWJGLz4uIiBoOBVPwYCEcx2zAMZVRJBdWYTON1yRAkRd1sNsE5n5CtePzxx7G9ve28tsIZfnZgoA0NL9BMvLbfRpvFcOHCBSQSCWxvb/suOKG2YG54aQkG5XXR/baxsYFnP/vZSsfAzes6LOg3EaO77XYbhUJBen+qOnCcPn0aFy5cGIsMvujFL8ZHP/DruPFP/4Brn/o4IpaJu779u8BGm3ShUJAaiUGpDGER88Ny1mSfSw3Vr127Ji1M8aoAXllZccRyRf6ebG1YWVlxJDDmjCYqnR5ag+CZh7CcNRXIuApDcNq2bbRaLWc+U0CBHGd3BoIoJMDBXkqUEaqujnQ6uI4idMSQyx2IFcucu7C4brcqs3b+/PlQonmEYwPOJ6hJOi0INFGpkbSfnDhNbr/8Hz8Is9yZmn27PZJZwuLAOLG5UCgoix4qlcrYBkEpBlWDeq9KM1kqLZFIhCLFAqh5XbOOySyYpmEmglIMzWYT+Xx+okjFi8NUq9Vw5syZCTV9WlgBoG1z/GyhjRJs3MEsfOhFz0VCn/TkwxBX9kJQXhcA57qo2EMFwzCkBUsAxgxdUU1f1k8SGDpdNE9isRgMwxgzEPxEaZrN5oRBwhjDy//Fj+KzC0u49Im/wJVP/y061X08+D1vCL2KOizpEZmzBowbEsQpDSJbYRgGUqkUdF0fM8QIXmLQMuqDlzNB1IvMqJChMaUbgwpeQsJe3SP8QFaY5O6vTOdyV6+7z1cqlZDJZJwiN9obpqkDeDnJ0cRwDAfd4fpJUfUwinBUuBUGXLfbDV165NiAC4BSqaQ01PwgzHJnahsUtNx5FhiGgXa77ZTHi2lJVQN1kTsmqumvrKxI+TKkmi0zvPyGn1V6XdN6DvpBEA7TLAuPmGKo1+sol8vSiKFs4xI12tzEZk3TcOLECWlEYnNz01OmxuQcv1Dq4PLAxskIw9tZd8J4A45uTNznIG0qN6YZiWQw9Pt9WJblFCXQYxH5fF7KdysUCk7k3a2mL9ucstksdF0PrVJdhkQigeVn34PF3Do+///8PrYe+zLOvehbMX/ilG/D+bDOmgjbtic4pZxzNBqNCWeNQPNalLqZn5+HZVm+jF36bcPY7Gdx1txSIn7h5ZhM+w5uyojK2KWCE5FjTWnJRELeX1lldEWjUSwsLITqrLWrw/vNGhwYcBcvXsT9998f6PNEqK5JFi1UgaRUstksTp48OXGPkBC8TOtPtu4eBscG3DOIMMud6aanBtzTQGKsi4uLY6XRwIEsiOwc3W7X4ee5K5/8VJrRDe4nVRCk4kmWKggTFM1TcZhILJeMMcuyPKMINCYUdTQMA+vr6745eCpic1BeF+cc79/v4R+7FuY0hvetJBEty+VCpo2JH8xScOJW01f1k6TIUbM5vG4S1abnVZXUqnkto0Z4cQxVvC6/xoXXmJimidz5O7F02+0oXv4auo1gXRBk4srT1PRV87pQKDhUE1ELz8tZA/xRGVSiuWE7a168LuDAgGv0gkXfqbhCdJJN0/TUzhTHXWzCPhgMcPLkSanRoCo48eqvrLreMHldtXwPT3x8SMfZuHto2Mfj8dC6edi2fVB0MqIkUCp3Y2NDOlbu+5woPYPBQOrg1Wo1WJYlveYw6Dkijg24W4Berydt/BtGOolK7ikSMGtFDuccqVQK+Xx+ojQakE8027axtbWlVCn3Az89B4NiFg2zWUBpyVqt5vTWE1MMVGLuRqFQcKKOZPDSAiEbX8MwMD8/H8j7nhVBeV0favTx35oDxAD86oqBU1ENeag5TEGq2dwRBCI2d7tdxOPxiftF3LhENf3V1VXp5kSpYHJybNvG6uoqOp1hmzo/LdGmfY+j4HWJnzWNw0Qiv+4+qcB4e75SqSSdWxRdd5PmyWETxXIJXinJjY2NW8LrCoOv6CU90mw2PTXMDgw4y0n/0vrgzkyo1v9isehU/4pFJ35T7beiCIdkhvw4a6rvPWgBT32iCGvAsXF3Cs96/vAzpxVXiGK5tHaq+Ohzc3NIpVJjberIkdM0zRcFKplMSqPzpAkbltHphWMD7hZgltYeYgibxEJlcB+nCE+1WnV4BzLIJiBjTDrJTNMMTa9LBa9UQVhaT4ZhjKWnRQNBVXShqmiihXtubm5mNX0AOH369AzfYIjD8Lrc8BoTFa9LhYctHf9XdTh3f37ZwL3x4bJBC6tM7oGMA4ogiFW+IkSODTAeQaAIsWmaykpRVXTXC2LTej96XbMgSMGJX4gyGyIPj3Pu/LbEoS8X8ojl82OVwaKavkq2gpw12fz1mzkIU0hYhSCOybQiIOKCkdRNq9XCzZs3x5xkd3SXDYac03yljkpl2CVF1l95mrMWBlfqKIpwZEa4Sgzezzreafbw9Cf76Lc4Musalu8b11p0V6IScrkcer0eut3uRHck2Z5HElx+C8z8ICxZl1lwbMCFDLFhPW0U0WgUmUxGSv4lg4yasNfrdUe5XDYBaWGVGVJhteo4inJnN0h9P8g1k56VqPSu6lLhDnHT75PNZn3JVhCHSaVSHgaomjeM31HXdSmHyasPoxumaeKzxQp+24wDDHiD3sdd9RbyI5u/3W7j8uXLExwmSo/F43HMzc1NzCM/qfZZOhLIPksGMXVC/6dii2ei4AQ4iO5Wq1VpBw4ZqBvM+vr6hJo+RRn3l5dRAGBEdM/G6rVazbezFqRytdvtHummZhiGstctcBB1pMhjv993DAT39ymVSmP3DkV4lpaW0O/3PaO7G5V9AF3YEQMrKyuwLEtqQIXprHml7b3GxA9m7YQj9ldWcQ+feOIJ7OzsOI9ti+Pqp0x0axzGPMNrfuL5SGWNsfeqRLXz+bzS6Zah2+0qnUG/8MqshemceOHYgAuARCIhnUxra2tjqQnxhz1z5oyvxvUq+OW6BUHY5c6qPoztdluqpu/VAoYxNhZBIC82mUwqPU3Zb6WSrVDhVggJh9mbUkyf9Pt9XLx4Ef1+30lLirIgBPfxAovgbf0YBozhTRtL+NULJ8fGrNPpoFarSaPFtm37ak4/C9ftsKDxTSaTiMfjaLfb6Pf7oTgqooFQLBalG6fKIKvX61heXp7glDLGpBwmzjk2NzelavoEJ4U6ZZ0Im8OkOkelUgmtY0itVnOiYuSMUAWw6Jy41xNyrFdXVxGJRJRG7dzcHCKRiDQtOG3NOChi8HYIvIpw/MLLWVMJTk+LPrqLTur1OiqVirPGiu8XDSix6GR5eVk6vmJVO+ccj/9VGc18H7GkhvPfHkd67vDdMWg83N9fxpMMCq/M2q3CVAOOMWYA+AyA+Oj1H+Wc/zvG2P8L4I7Ry+YBVDnn9zPGYgB+F8BDAGwAP845//vRZ8UA/A6Al4ye+znO+Z8yxuIA/gjAgwDKAL6Xc745es+bALxzdJ53c87/cHT8LIAPA1gE8AiAN3DOb8lIdjodpVDp/v6+dBMOyyKnSXOUBly32/WsRhRBKYZms4nd3d2J716pVJQpl0qlIlXT90vYv1WpgrCMK/osdzTPa47Yto12u41Lly6h3+87C5PKGCNjLZ1OIxqNIh6PO/8Hpvfx27ds/EqhjQbneJCZePe5E884r8sNv/fUHXfcgYsXLyKZTDoORK/XG5s3JJY7i2yFOE+o6IQcCT/zF5BHz73Elachmhy+Z1qje6+CkyBUBpWzJt47ooEg+H0T1wAAIABJREFUZiWm9UkFhiR7Xdel/ZW95IT8kMe9eF3TxiQz6iLQ6B4YlrIxCdMxUYkrE2WEeKTi+by0M+n6EomEI3XT6/VQrVaVfGrZ+KoMJdFZu/r5OnaebEGPMjz3NavoMn/0DhUo0EEFS0cBqlxtNBqO0ZpIJKDrunJ9DaOwS8QsEbgegJdyzpuMsSiAzzLG/opz/r30AsbYbwAgstEPAwDn/B7G2CqAv2KMPY9zbgP4OQBFzvkFxpiGofEFAP8SwD7n/Bxj7PUAfg3A9zLGFgH8OwyNQQ7gy4yxv+Cc749e837O+YcZY/9p9Bn/8VCjcUhQ49uwNnrVOcLwZIEDiRESxhXTvxsbG1NbwBDIOBPFcgkLCwuwLEsatuacS6Ux/G7MQXhdKqg4TGFpmJmmCdu2sb297fQxJIgil8D4ODz11FOO1mAymYSu687zqghYqVSa4NJYnKPBgcHARt3mzr+GzbFjRWHvd9GwOJ7q29g2Oe6Ianhr1IZtDgD96HldYVQMi7wlUU3ftu0JbTySDyGOGKXJSQvPtm3p5hSPx7GwsCBNgfmdi14pMJVjMm3sKQInGnCq4oqg/X9FqRsyxmT9OmUVlGQgpFIpKZVBZXQ1m81QO0GonLWgwucUgWv2Dxra074Q9FqpGKJareLmzZtjUSXG2ETBiTjO7XYbuq5P9FcG1FQG2e/hxXVTQfUdKR0bj8dx87Eh9/SeVy5hfj0Ohd3uG3Tf+DHgdF13NO3E7khEQZDdp7lcboyLKnZHku2ffhyJWTDVgOPDq6ZRiI7+Od+EDb/l9wB46ejQXQA+OXpvkTFWxdAA+wKAfwHgztFzNgBiEr4awC+O/v9RAL8z+txXAPgbznlldK6/AfAdjLEPj873/aP3/OHo/c+oAdfpdLC4uBgK74BCvW6+0rTWHmLVI01CldeUzWYxNzeHVqvlLMZXrlxx1PT9RBFUUTYqiw8DYfC6poG8WS8OkzvF4NVP0n3TRyIR5/plemyqjWt7e3ssStPnHA3Lxg6LYLfdRxOaY4jR30I/ikGxfWCkWUPjDUgBuzLByhjQOKj2WtMZfn01AaPDcfHiRdx3333KMTksKOohguZko9HA9vb2RCWaatxLpRJ0XUc6nZ5Q09/d3UUul0Mmk0G1WkUymXTuD79RmrA4TCpM43V5IZYcr0Kle0fGdTNNU6qmr+r/K3KbxAr4VCrlKYIrG996ve7LmAnTWZuV1+UH2ZGQL+nAxWIxXLp0Cffff7+yv7JXdTVdD0k9yaRuLMvC9va2smDKD+1jFnHlw+LChQt4+umnh7119eHnppe9+976+T3i8TgMw8DJkyelzo8qOrawsID9/X00Gg3s7e055/TKrAHAjRs3Zr62sDETB44xpgP4MoBzAP4D5/zzwtPfAqDAOb8yevwYgFePjKxTGKZFTzHGLo+e/2XG2EsAPA3gxzjnBQAnANwEAM65yRirAVgSj4+wNTq2hGHK1nQdvyUQK5REhKnrZpomVlZWAGDiM1VyB7lcbqI02rZtZUEEkflVG6EfBOEw+V0UVKkCIJgkizuCQGnHZrPpRAxVekvuFIPKm5WJYhKHKQgXo2jaeOteB1cGFLmLA8qIbwTojhu2DEAKHHMRDVmNIaMxZEf/tHYL69mM8/gBQ0dKY+jHYr5TEW5iM43z3t6ekoeyu7s7wVkxDAO6rk+I5RJk457JZBCNRj3TFbRpB01jBSnCUc1RctRkGmazOiakhUebTb09jCB1GnXk83l0Oh1cvnx5LMJJY7m3t4dsNjuhpg9AStgH1MauX16X15gctbNmGIZTzTsrZGsGcFCF2h6V/9Y7JvL5PCzLQrPZdIp5Eong/ZVVEbBnquvLYc5B4xY1Rl0XOhaGsaEhRKkbL23HlZWViUAHKQ00m01fsiCAvBftrcisBcVMBhzn3AJwP2NsHsB/ZYw9h3P+xOjp7wPwX4SX/2cAzwbwJQDXAXwOgDk610kAD3POf4ox9lMA3gfgDRjuKxOnDXB8AoyxHwHwI4A/SQcvkKE2LaTMGBuTRXCDc461tTVp6x3a9Hd2dsZKo+k1qgm4tbU18/cIs7UHSQUcJlUwDcT9cxtwVPlEshXizSzzchljTkrHraYPANevX/fNYZLBi9cVZFxaNsfP7HXw9YENHRgaYIwjCY7FaOTAINOHBhiv13BqccE5PqcxpDRgr1CQeqH5fhVrmUkjiYxwmZq+F0dMnMs0zidPnkQ2m/VVcNLtdn1tsrMICdMGNcuirOJ1hclh6nSG/UXdWnhiFFflTNDzVE2bTCZhnBgWONj9viO10G63cffdd0u/HzmLIlRz9FYUnNC9E1bPVTds2wbnHLu7u2g0Go5YLkFVSFUsFp25LGrh7ezsYGVlZVhkxWroWsDSyhoi2vA9KkPYD2TiymEjkUhgf3/fF03Ha570er0xOgONcbFYHI65NnTYivkyehHdoTKIRSfZbBaDwUA6hlevXkW/35fKAKm+g19nP8zMmm3boRZS+KpC5ZxXGWN/D+A7ADzBGIsAeA2GUTZ6jQngJ+kxY+xzAK5gWJzQBvBfR099BEPeGjCMoJ0CsDX6zDkAldHxlwiXcBLA32OYep1njEVG5zsJYAcScM5/D8DvAcBDDz0USiPGTqeD22+/Hc1mU6pLI04Q8iJqtZpSi01WnarrOjY2NnzzDmQgXspRljvT4hJUZoMiCCKx2b1xWZaFUqnk6DDR87quO9o77ggCIDcK4vE4FhcXj9zTDIvXZXLgnaWh8XYqwvC7aynM6UzJdQOAfMtCLjE+FjTOzWYTvV5vLC1JG5ksRV+pVJzNS1TTV0URvI4fdcHJLLyuWSNwQTTMOOcTEQTTNJXGLjVdpw1HdPp6vZ6vKNj169eHrdRGv2G/0wa37dCNK7/OWhDpETJqveDuryzD7u6uk4mg6yTOr23b0v7KgNpZk3WOEHld2biOatdCo2dhMRme0EMiMezVGZYBN2uxlqxQTVybZfOac45qtYp+v4+FhYUJLTyqRC3OlVDfbiFtzCGXG/7WfpzkGzdu4OzZs6HpOB51Zo2c37DWv1mqUFcADEbGWwLAt2FYQIDR/y9yzreE1ycBMM55izH27QBMzvlTo+f+O4YG2acAvAzAU6O3/QWANwH4RwCvA/ApzjlnjH0CwHsYYxSTfzmAnx0993ej13549N4/DzoIfkEelahlI0JmkKm0Z0zTlHLdnuly5yALbrFYlKrpe0XBRIhq+uvr69KbRtM06Q1uWZYvbz1IqiDImIShxs05xwdtA18YWJjXGH5jNYkM4+h2h97t/v6+NIUiSwcQsXl+fh733XffWNFJtVpVcpg2Nzdx4sThWQokxxIGqABHxmGallKaNQIXjUbHWhupKiXdx8WoI6npc86lxphpmtjd3cWpU6cmnvPrYJF0QjQaRSQeh9nrYdDrIpZIKudvECqDylkLSmUQozS9Xs9x1mROsrieUDsk6q8sWxtisRiWlpak93q73ZYab37HROR1ZVwGXJBqXhkobR8Utm07a3OtVsPly5edMZlWAUz9ld1SNwTZuDcaDfR6PU9FAyeF2vW+X1XVvNRu0A9U40vc58MGTYiHvrKy4lBACIlEAmfPng3UqUaGWdyDdQB/OOLBaQD+hHP+sdFzr8d4+hQAVgF8gjFmA9jGMEVKeBuA/5sx9gEAewB+aHT890fHv45h5O31AMA5rzDGfhnAF0evexcVNIw+68OMsXcD+MroM24JotGor5SOFyi/ftTlzvPz8742Ttu2x4jNZGDm8/mJ9AnnHJxzFAoFxwsVUwyA2quSHbdtW0qk9UKQTUilTeV3wdU0TclhUukwEcQIQqfTweOPPz4hC/KnVhR/Y8UQ5Rxv0zrQS02UNA2xWAwXLlxAJpPBuXPnJj5bJX6pOu7F6/I7Jipel5c2lV+IHQm8IBoIZFBTlWG9PuSIiZ0KRFAkbXFxcUJNH1DP6zNnzkwcUzWID5PXRVXU0WgU0URqaMB12k5VahggZ80NGqtKpeI4b3RfyowCxhj29vZg2/ZYuzkyEHRd97VueBk+t5LX5a5E9QvqcKISV3ZL3ViW5Rl9pHtX1M+kvp+ywIKq4KTf7/sylmYREo7MaMDRWiobEz+9W71ATgkZcGJ3JC/euRuWZTkyRZVKZezepsxaWJilCvWrAB5QPPe/S45t4kAfzv3cdQAvlhzvAvjnivf8Zwx5de7jVwF8k/rKjw5h8rooxXZUBlwkEkE0GsXa2hpisdjEZFc1rt/b23NKqkU1/WQyiXQ6LU0LqqJjfnErUgVhiuYahuFU082qpk/HKYJAWnhbW1tji8Jftwb4ULkLBuBnEjZ+6AUvmPisIF75reB1hZUqoA1ITEtSdWq73R7bhOi17gpKUtNPJpNjvFOq0maM4fTp09KCk+vXr4fyPbyKcPxCZVDfcccdeOKJJ5BKpRBLJtGpVtBvt5FanH3dIgOBaB9uKgNxHweDwURUvdPpIBKJjInlEmRrQzqdHkatniFel9+1nDE21VnLUCWqh1FCley1Wm2MUwoMnYparYZkMimNPor9r0kLT2V0qaK+vV7vUNE8ESoHdhZnbdYIXFDBaZGHTt2RVFWoVPhE40JOX61WQ6FQ8F0Q0e12jzSzBhx3YnjG0el0pAUOblBpdCKRUE7ApaUlJ61EoAhPt9tVtuBS3fgyXlXYel0yQ4JUymXwu+ASp2MWDhMZCPV6HVtbW44+HkFFbCZR5fX1dWmKwW9BBI3Jo10T7ykPvcF/MxfD83rhpB6JIC7jMAWVT3DDS8OMKvNk0V0ZqODEnZbM5XK4efOmMhojO05GBUVjyGAlgz6MIhyvSJCsCCcoVCklMqyixvC7VIoF9KNxp5+kG+7oDRkIc3NzWFpaUhpXqnXDj1hpmM6aKs0Wpgi32zERq1IpwxGxh3Nqq1hBPt6UjjtjDLVaDUtLSxNSN9ShRhX1kaXavdLjt7IIxy9ijgHnHa2MxWJOdyNR6oYcMBmIj05p42vXriEajeLs2bO4ceOGdMxuu+02X52RVKBo3lFm1oBjA+6WweGljCIu5A1wzpHL5aRhYHFi0iTc39+HYRjSSUbhalnYOpPJ+Co1V21C7gbxh4FXWPwwZfFiiqFSqaBUKiGTyUxEEmSl6cRZWFtbm4ggAPJNizhMYcgnUDptmzO8vdTBAMDr0lG8PhtDsRiucSXjMM0KiiC02+0JcVxgOCaVSmWMXExjWS6XMTc354jlih6pXw5TUINTbGhPj0mv66hAvW79wN33l9KS5XJ5jP8njkO5XB4+HqVqdW47zpgsGqMydikde5Q4LK9LhB9nzQ1R6sar+rfdbmN3dxdzc3OOYUSOdSqVwtraGlbni8D2PjQjjVxuEYwxZSHKwsJCoCKcWeHlrIUFPwYcVbI3m00UCgU0u0NDrFnrOFSGq1evSvdDMnjdhWof+tCHpOOroopQX96gYs2z4Kgza4RjAy4gYrEYVlZWkEgkxiabVwuNdDrttDUpFotjkTK/4VkZwix3niVVMCtUm+y0sLhMTV9V8SQeF9X0z549i2q1quQdyG5wFbHZK1UQJocp3+nip+tAwwZelIjgzQvx0KNjtEG4da28xFvdIOOBNi73e1QLKICZW7XR9ao4TEE3IncELh6Ph9b4W8ZhIgOBevC67yFV9LFQKCCZTI5J3TDGMDc3B8aYNC24s7ODXC6H/PwCSgC4K5I8K4IU4ajOM43XFQaIykDrhpiWFDtBiNdK4y5Gd+fn52FZlnTuDgYD5PN5aRSMHL6s0w/Ve03wKsJR3etBCqlkBtxh4C5UIwknUgcQoSpUo/0zbg1wFXlodhS5XA7RaBQnT56U8lo3NzdDidRevnwZZ8+ePVIDrtvtzpRZOyyODbiAoGo+EssVITO6iDsWRvUJeX5HWe4cFoeJbnaR2EwgbSoZkbZQKDi8JXeKQZUyk7WA4Zz7HvNpZGg/qQK/C+7pc+fx3V++jB2b4f9j792jJMnq88AvMjIjIx+VVZVZz+7qnu6eR897hplBFgwwSJYAy8gYCfRYgdHZtWR5z1oSe7xm0XIs2ZK9lnZ99vh4OVqN1kKAESOQjBZJ9iKzCCTBIIbRMMMMM91Dd3W9K7Mq3+9HROwfWb/omzfujcwbGVU9f9R3DmforKp83Iy49/f4vu93txHBr+RM6AEqCJZluYIT9vPQdUMcJmDUTV/VtoLaxWFm9DwmIUNPCgoY6LAdDAZuUD4uMWGtbmQTOBzHGeEwAcM1pwDBMAyhmz4gb0mKksJJ/LrcgfZj5qH6iXD46RdBocJhoj2jXq+7PpiAvHJOf0MV4XPnzrlmuWxyrUJlmEaYNMNNY5CB9lhRsBJmsiYzV6b5yqzVDe0NoupjoVBw14QXqvnxn2VV9Ugk4uHAGYaBV155BQ8++KDnb8Jck7ACWhIl8deEZVnutUddN7ZSGxZOA7iA6Ha7woxDBpUB8ZO8dhhyZz/wHCY2QBAFROyNzx/mzWYTkUjE46Zv2za2traEij0ASrYVr7VWwSTg12pg2/jgtX1ctTUsaw7+GRqoFurukGFSSvIbGW9bQS0Gcn2X8RVlB5cKwuR1+XGYwrrWY7EYut0udF13vdG2t7cRj9/kiImI47TmrJv+0tKStILbaDSEHNJGo+E7Co/HNLwuGmjfa/nvU3TvqBwsk9xXrOikXC6jVqshm80Kr18elBiwZrksZMnaxsaGUuVjXHcgyHVNA+0b3fHE/FqtNvWAc6KM7O/ve0zfyR2AvVZo3Q4ODpBOp0esbujnous6nU7DNM1QzZX5AC4ej4fWdtQ0seE0CftUQQUFCsaAYWdtZmZGWM2jxIufjhTWQAHgNIALHeyAeBaiCykoeLmzClhptGmaUhWqZVkoFosuh4mdsZrL5ZSI47FYDMlkMtSZgzzC4HVN8hoibzUAnk2TWgwyfs8rr7yCra2tkQz/YwMDX7BjSDo2PvngRdw/PztyzchakqSgFL3fsAQnMvjxulS/W+JcTTqHkQKEYrE4QmwGvHNo6TkSiQR2d3cxNzfnErlnZ2fdSpZK9VF2P4fJYZqG18UPtB8XrIgCOKpSsu0ynrJAoMep6ssmFefOncP+/r40WROtr6yjcKuTtXGvQzYidaYCJxOcUDLMe+Gx6+snpCIvvEgkglgs5o6W4t+vrDqmMonHL1kLsvaO44zYiDiOE8hw2o+vzU/CIS+8dDqNs2fPegI5P0FEt9tFp9NBpVJxA+VxnbUwBBF+OA3gQka73XaVYMf5Gqurq3Cc4SgodpPzuwCBmyTS69evwzRNbG9vC4eqA5D6MMkUojJM6tc1CfwOobAOTWqnRSKREQ4euelTy1xkfkmbCbUYMpkMLly44NlkqtUqIpGIe2h+tt7Dn5S7iAL4UKyLB3OTCyJk8OMwqW64Mg6TyIRaFWyGWiqVpPYJwOia0/djGMZIBYF+TxSM9ft91Ot1ZLNZVyUWlKhPidpx8rro3lE1KwWA2FGA02u33PZvpVJxrW5oLS3LQqlUElY+yLaCWj+sF56sNba4uCi818Nek+NM1kzTlCZrfrBtG6Y2vB9KzS729/dRq9Xw3e9+11N5JQ4efQ9U4Zmfn0e73VZKJmq1mmsKPylUE6wgIhwZWP5fNK5h0HUw6NqImZO9fxqf6DeBo9lsYn9/f6TCSV54lmV5eOgEWdC1t7fneSzMzloQnAZwIYNm1U0y2oMuppmZGaytrXlucJmM3HEc5HI5VCoVFItFzwEkuwBFFgJ+mWaY1bFqtYrZ2dmpn0tWFvfL3CzLQr1ed294OkhkxPFKpYJarea2F1gvPMeRD6AWbbiVSkUYLN1999349re/jVQqhb9sDfDvysMWxy/lTNxfn7w1D/i3CsLkMHU6HWnrQeSmLzNv5R+PRqMwTRO5XA6tVkvaOhetu23bQmKzH4eJAk5eiaqKoN5UIvjxLllzZao6djodHBwcCCs7FHg02sPP1axWkM/n3SREZHXjJzgREfZlCDNZ83sN1WTNT/UtGx/XbDZxcHDgckplHDx67lKpBE3TELOH92FroGF5eRmpVArtdlvI6wLCozKE5u4vWRNd10MLwqmyHIlE3ABub7sAI62N2K6w12g+n3f/zVZ3FxYWpIKTfD6PtbU1z8/a7bbS3ngSnbUgOA3gQgBrDUI+baK2FV8do82YKjs8EZKc40X9dfIRmhbHzesChpmbLEvyex7+371eD4PBABsbG542AuCtghFo4gJfQZC1FprNJprNplJ7YdxnEXGY+v0+Xu5a+OViGw6An5k18PZUDPuKY/0ouOKvuSDiAp7YTF54xGWiQIKvPmqaNlJBiMfj0ioYIOcwhWVRM4kIh1eiqsI0TdTrdSUOE31m3k2f5nWKjITz+Tx6vZ57HbFTC0TVXZozmYA9nFU4GGBlZQXVajXQ6CEVBEnWZNeoX7ImO3x5KgN1HCi44n+nWq2iXq977h2ar8ya5bIQ7Ru7u7tYXl6G2bEAFNHoWa7n4EnwuiZZk0lAFhuTKj5ZoVqn0xm5n0SVc2B4nVy7dm24tvHh95JJzmNuZXhtqlQfi8ViaI4JMpxEZy0ITgO4gBgMBrj99tthWZbbAmo0Gjg8PISmaUq2IMlkUnihUZvgOOXOfrwuVRCnyI/DxA/5FpWlAbFHm2EYiMfj0HUdq6urno3fj+uhQmw2TVO5TSw7hPx4Xfs28L8ctNF1gHemYvhAJljVQsR1owChUqlgc3PT0+YUBdSk2E0mk0gmk8hkMq5ac5zgRMbNEyHogHgV+PG6CCoVOFkQvru76x54LCdVdP2yj7NWN9lsFoZhYHZ2VtgWlF3XxWLRd814DpxhGLh69SoeeeSRsZ93HGQm3GEKTtjrhN0zyMpD9J547hhxflOplDBpaDabaLVaWFxc9Dyf6nxleg9pYxhcNbo27CNeV9iVcFGyNi1IqNZqtbC7uzsSwImqj6xStdlsYmVlBQsLCyNCNUCerB0cHGBhYQFmMo8mLPS7wTo+YU59kUGlszYOuq4L750gOA3gAqLZbKJWq4UyrFyGdrsdWhVoMBhIy+JBOEx8BcG2bdRqNRSLRXfT48m39BjJqTOZDHq9nvBw8uMwFQqFcC5+H15X2HwdPoCr9Af4V30TZTh4zNTxP2W9A6LZCoLItoI20MFg4Kr86DkoQIjH40KOo5/ghCZ6sHit8LpUXmOc9Qg70J4sbXZ2dkZmeAJDtR5dJ3wgWalUkM1mPVY3gJptxXHwuoyjQ77XasJxHBiGEVolSJaYjPMwY+crU9IqozI0m03k83lkMpkRqxu6NlWoDOy9weK4eF0pI4Jmz0ajayNj6qGLtUQdHnoNds8gdarIdooXRFBbcnZ2FoPBQKkK5jiOsOo6iQgnljgSMrSD7S+TJGvTotPpeM5i1kpFBBkfPZlMhubNdxrABcTOzg4uXrwYSgAn83UTBRdBQcEWm1VRgNBoNIRu+sQ54N9XPp/3VBB0XXeNSldXV4XvQaVKQwHDreR1iaAaOBKHKR6P48qVK0N1an+AXx2Y2IGO85qNn7eaOMzfvI5YDgjrhbe6uoq1tTUhUVnGYWo0GkrE5iC8riBrIvOmUj3oKAGh/7JJxc7OjqeyrWmaW3Gm671arUqtboChVYCu68IDStM0oY+hKvx4XYHXJGYgEo3BHvRh9fuIGsbUQTiJISzLwtbWljColSko2fnKrJu+LJmgZE3FTkiGMJM12fdBQa1hGMjE9WEA17OQMXXle4Q32Ka2JCVrbCWIp5CwVjeLi4uwbVuarC0vLwvv9XK5rPR+ZZgkWZt0HqrfawT1iSQeOuuwIJvhSjOTCeQ0UKvVlDpus7OzOHv2bCidr9MALiDC5JLQBR60VUo8C79swDRNvPnNb8Yf/dEfjTxOG7CoggDIg661tTVh+0TGJwrqIH4crQL2NRqNxsRcD1I+HR4eusRmwGufwPPzXnrpJaysrLhqyY/WLLzUH2AeNj73vffjrDnaOl1fXxdmv2G2CvzUvDJeV1CrAP7v/AQnfNWR3PRF9gnAMPhqNBpIJpMTu+kTR6zdbuPKlSvQdR3ZbNY9fHncahGOKojKkEgkYCST6NSq6LdbiDKfjXfTJ9sV/rtiKQ6sF56u69B1HefOnROSuGXVMVGrMkwRjp8YRDVZU8Xly5fxwgsvIJ1OYyauY6/eR7U9QNaw0Ww2sb297ZrlEmTVx4ODA8RiMaTTaY8X3vr6ulL10W9NwhLhyMCLcESITTgP1W8SDhk/s1Y3gHgCB3CzOsZSeiiRsyxLWpgRBWR+ZtoitNvt0JSrpwFcQAQhiMtArZNerzeSDei6PtYWBPAOVBZdZJFIBGtra9JMV6Wc68frOolWQRCwVU7WtmJzc9MdRs9CxBEjYrNpmp55fBQ0iIL63d1ddwN7stLFn7UGSGjAL+ldT/Dmh7BbBTLBSRh2LPTctIHyPDOZqIWdwMG76csqjO12WxgYjAMFa2zgFJYIRwaRNxUQLDimwIet1AwGAyQSCWxubiKdTkOLDT/j7tYmUu1hhZz2Bzbp63Q6wsPfcRxf09wwFHivxWQNGE1yWC88Unvy78+2bdeawsCwgrN9UMJqPO3OV+aDJVn1MZVKIZlMHmtb0C9ZU4UsCKdkwg9kHdLv2G7ytre351rd0DpXKhU0m033rGK/H5lQDRDvG/v7+8Jzst1uY3Z29lg7a7JEMQhOA7hjgK7ryGQyrlkuXYCyYEzXdczPz6NQKLibRLlcdis8KuVZIp7zJeAw5c4yXlcQ+BHd/RSJfAWh1+tJzVsPDg5G+H+kGp6dncXi4qISV8m2bSGxeZJWwZ80+vh4rQcdwK8uJHCxKrYL8cuYVVsFsoDaMIyJ5jCyAYIosPObwNHv9+E4DlZXVz1u+rKDy3EcoexfhmlEOLyIgapgkxoJB4EsMRkMBmi1Wu4ewH4HrH3b/cAPAAAgAElEQVSCSP1LCR954VmWhUqlgqWlJbw6k0G7eIBMMoHFoxaQCpUhiOBEFdR9CDtZ41+jUCiM7BkUIMiuX5Y7RntGKpXC2toacrmc8F7f29sbkvkzO8BhHbqZwdxcBt1uV6nSRWsS1nSM40zW6LlItUtmubxQjd+L6L5tHRke18pN1GpDcYzI6mZcshZGVUt0rQdFp9OZqrM2CU4DuCkwNzcn3Azn5+ddUnmhUHAvXNu2sb29LeRcXLhwAZubm1O/J6rmhaGWkYEOTdXSsQw0gJosVQjsvE4WVA3h5/HJhA8U1IoyzbCCWiJDy1oF32gP8BulIefqg/NxvCERxb4kPvVrFQQ1zeXd9KvVKsrlsjAYZdsObFuSbCt4yIKCXq+Hg4MDpUBfdgiRuXKY3lS8jQjNYXzooYcCPR/rhUfEeP7QsizLw2EChp+j3+8LKwiAOJmQcZjYNSEhQ7/lP41BBqqOHbfgRKXiQUkFO1+ZTdb6/f7IdcIqKHmrG/qZrPoo61iMS9ZmJhxoL8M0vC4erLiCxbhJOKxZLgnVZOrfZrOJQqGAmZmZEV7Z0tKSVKi2u7s75JXVW9jCAaJaHLlcDv1+X7i2fubKqglFt9sVVgfDUocCJ+MicRrATYFKpSKtjokuNNoIRS27sECebmEFcKIL2jAMT0uMAoRyueyW0wmapo1UEeh5Abgbdy6Xc81yWahUx2QI4tclg1+rQGZHsWFr+MhhGxaA92UMvHvGv3wu8+Yjfhjrpk+PywZQUxWBrSDkcjksLS2hWq1Kq8Ki9ZWp9U6C10VrErQFJgKrQqV/NxqNEbNcChD4FirPsaE1pwAhk8kIzbkdx5EKTgaDgVLFZRJeVzw1XK/1v/4rLN5xeeLnZl8jrGSNT0xYJfv29rabrInU63xlvdVqIRqNYmlpybW6AfyTNQA4c+bM1J9jEl7XpAGcX7Im8zBTCTCoelgoFBCNRl1OKUHGwePnK7NeeH7JmkhwMu79uirUIxGDLFmbJoHlwdKWwgDx0ClwNQwD0WgUc3NzmJmZEVY/w8BpAHeCoItGFMCFxR2bZrQH76ZfKpXcfr1IicqCNTOWKSVlHKZOp6N0MI/7DMfZKiBZPM8ZlG1Se90e/tXARAvA305G8Y9mh0rAfr+PVqvlHlzs31NwxpPmNU1DrVbDwsKCp4Lg15IUcZheq7wuGRKJBJrNpvA6kd07lmW5bRdWdELJFf0dtd81TUO5XMbm5qZ7LbMBgkr1sd/vo9vtCscnyRBEzTuO13XpjW/B7ndewMG1q/jLJ/8dbv8775a+9qTJGguR6ERGHOc5TLquuwfewsKCkm0FAGGQRtU80c9U91i/NRl38M/EyQvuptBJBD8jdT7hpbakzKOSpZCwf0v7zfnz5ycWqgEQzlf2S9aCugO4Iob2zQkpqsmaKvb29nDx4kUPTScSiSAeH1YCE4mEe/86joPl5WXP96hpGpaWlqBpmnsPsNORLly4gI2NDc/rqxQg/HAawJ0giCApgurm7Tfagx08n0gk3AxdNLie54CwLQbKEkSZpuzgqtfrSrYVpmlKJeuqG+6kvK5pwPp1UQXhypUr6PV6ODw8xO7urvu7bQf4yMBEETru0Sz8w34ThXzVXeczZ85geXl5pIIADAOPnZ0d4QYKiL8PGVQHxAdB2IITFhQg9Ho97O7uepIf1ryV/0zFYhFzc3MjVjfATTsLwzDceyibzbprFMbm+loRnGSWV/HEz30QT3/8t1Db38VLn/kE7r/7MpYuXBr5vXg8jmq1Ctu2PW1JkXkrPU7+csQppUNOFIzV63V0u11hgikaZTUOMiPhsFpWlJhMmqyxyEgqcLzVTb1eR6/XE1Y4+ao6Bbuzs7PCpAyQm+ZubGyE4jvGct1YTLOf8DYi8XgcV69exaOPPur53Ulfh+0IieA4Ds6fP+/ZF23bdj9jtVodqYJqmiYMxlqtFhqNxrF21mQ4DeCOAZSh8Nwc2cw9GSgQW1xcRCKRGMl6MpkM5ubm0Gx6ifBLS0totVq4evWqm0VomuY771AmPx/XKlD5LMddFqdDU0Xhw1YdX331VXdkUalUws7Ojuf3qaozOzsLXddhGIY7z9a2bbclOXAcfOigjRt9C6uw8YePP4RsbPSzb21tCdXMJ2EkHAR+VQQZh4kl3/MTOEQHsIjDRAGCaZrSg0tWvREFC6xfF40063a7oawRwTRNKYdJ9bCjkUCTmCtTgEBzPOneuvzun8TVP/1D1He38amP/FPc9UPvxtxtN4O4brcLXdfx8MMPC73wVPYNGcLkdYWZrI2z2RAFPoPBwB1zyLYlqbo7aA8T68NaC/v7+yiVSrhx44bbliQl+5kzZ3yTNdG6E02Fh98knONIYCfFuNdmVaiUENRqNU9HSDZfGfC2gqkjNDc3h+XlZeH7LRQKwoBM13Ulw2u/ztpx4zSAOwbQF0rBFR1AiURCOqBexEWyLAuGYaDVaqFUKo0EOsSzkbXBZBe6CEF4Xaogvo6oVRDG5sLaVjQajZEWBz0u+puXXnoJhUIB8XgcyWQSc3NzblDFWliwf5PP5z3fl+M46DhAfmCjZjv4g3ofX+9YmIto+Ije8QRvgD+vK8wNt1wuK3GYZK8diUTQ6/VGWmaWZcG2beTz+ZFqsKh6w7rp93o94eE/MzODWCwmbIFVq9VQKod33303nn/+eaTTabcN+fzzz+ONb3yj8nPJOEykBg0C1uqGqAyVSmWkmsebtwLDNacAYW1tDXfddddIIPymtzyB//irH0Hx6ndw5Y8/i4fe9WO48Po3ABhW9Gu1WihedyeRrJG6bxo7BmpL1ut117aCBfFNKZgAbl7X5XIZ8/PzHqsb8hg877QANNFDDCsrK9B1XciJBHBLk7UgbXuyUZkU/HxlqmpVq1X33olEAXsA7O3koceGZtsbGxuuUI3GzQFqvGh2pu1xwa+zdtw4DeCmQCwWE140RGKk/jplEZVKBaZpKtmC6LourLKJRnuMg+xg9iuLh9Vqowxl3GxBtsXAj8ziieN8cBWPxzEYDIQVBEA+gJqt0tiOg7rtoBg1sN/soBM1ULcd1Jj/FQYG+gdt9991a/jfPlLA7s3vytCAX19MYKEszub8eF1BIGsp8QcTBQg0qkhEbBZl7ZVKBZ1OB9ls1uOmH4lElDZWv6pHWIITQC7CoWDz4Ycfxp//+Z/jxo0baLVauPfee5We389cma860vfgZ1vBmuWSF14qlUKz2ZQmf6JAuNlsegMow8Cd73gXsqtn8OpXvohvfe4ptEqHuOcH/+6xTDhRnSOq+hpkrsx74fGmzwReSAXA5ZGShyO/32xsbEi5pX7zlamFWu+eHK8rSLImgyipJ8pIoVBwEzcWsrnW7AQOsroBhkFwNBpFMpnEK4ltdOoW5jMLSGSiUgWwDH7dgbBEOGF11sLEaQA3Bfr9vjToOnPmDLa2tqZ+DWr1HKfcOUhZ3A98BYEqNYeHh55glOUwARjh7y0sLAhvYiKZijJNkoeromLZ+PBhB9/uWhhuBVGgaQEQ8WliQNurEDPgYFaPIBPRMBfR8L6MgfvjOmS1UNM0pYTkScASm2u1Gq5evTry2UVVMPo7asvxFQT6uYzfKOMwBX3/YQhOpvEwW1lZwdvf/nZ86UtfQqFQQLPZxEMPPTRCG6AAoVgsjlQQgCH/pdfruRk4+9z5fN6tOrJu+jL+KCDmMNm2PdV1wiIej+OOt74Nqfkcnv/8Z3H1K19Eq1zC697zU9K/CWI9IiPm+4HfM/w82qgS3ul0PF54g8FAKZmgtiv/GtPsrzPmKAfOj9cVBJMmawSWyuA3X5lAyRq7x7J7s2i+smzfcBxHWGy4fPkyXn75ZSSTScTMCDp1C/22jUSA3C2oCEcFfGdt3PuJx+OYmZnBmTNnXCEgvb8wxu8BpwHcVGBnMIoeDwNhy51FSCTEcxiJg1Aul11iM18FA7zzDi3LckvfbIDgV6URVRFkh1aYvC4A6DoOPnzYwQtHm21KA2YiGlK2hfl4DJmIhpmIhszR/5x6DefmZz2Plwve1iowfg4jEcepijAYDEaqCH6yf1rnlZUVRKNR6cYgWvd+v68kPBhnrqwCFV5XUPDmymyAwJObH3vsMTz33HNoNBr4zd/8TTz88MNuUBaJRFCr1XD27NmRCgI9597eHs6dOyd8D7K5wCIE8etSDTLuuusuXL9+HRe+541IzM3jmd/7GLZf+Bu0a1VcfNsPKz2XCFQZJ/Ns/vD04zBRgMB64RmGIU3W/AJhFfiJcIJSGWbiEfzdu2cxZw6PWOJ1hYF4PO7O8aXrmaqnsioYu+5E6SF+mCxZ6/V6wiqj6nxlWXBlmqZ7rk06Tkv2fVDwGrbhNKuUnp+fx+rqqnAPFFJqOh1YluXyenmEUYQ5DeCmAAVXKoTHIK8xNzc31cFJAUK9Xsfm5qbngKRMlw8SNU1DvV7H0tKSZx6fbPNMp9Nu5jEpgvAwZK0C5Q1Xi+DXDtt4oWthSdfw5HISi9HhZrK/v4+VJS+3Yb81wErS671lWZZbkSGXdwCuoIRvs9G6s35LbIAgaz2KHu92u1KTS9U1YQfEs6CgKwzQoaniTk8HgYjYLJL39/t9VKtVt2IYjUZhmiZSqRTuuece3H777SN/8/jjj+PJJ59EqVTCs88+ize96U0j5PJkMhmKufI4S4mwxuzIXqPb7WJmZgbLd92DN/3sz+Prn3gSxRvX0PzsJ/DQ/fdjbnnFddO/cuWKq6wWCU5I9c7CMAxYliV00wfE17XjOMIgOOxkTQRVI2E/EP/PiEbxP775ZvAuC8LJLPfg4MA1yyXIgrFGo4FiseiK23gvvDCoDCedrIUx0F5mriyyunEcxzOOkkBKak3TRsyM19fXsbKyIuyskUhQ9L5EwRtxiae9108DuCmwvr6OS5cuHWsAx6rjWK81qrqIwNqFUEacSCSQTqcxOzsrJFz6ZbMq/IFbxesKit9z4vhS20JSA/73xQQWdM1VJco2dVmgRJ5cd999N0zTdA+2VquFer0u5TDddtttSu/5uFsFfrwuVfhlzIeHh+7Gynrh+Y2OAm5WENgAQTRU3Y/DJJrAYZomXve61+HGjRu4du0avvKVr+Cxxx7DPffc49pTnBSvi4dqkkMcJsdxPFSGQqFwMxCPRHHPj74PV/74s2gdFvDxD/087v7h92Jm9SwMw4BhGEin07hw4YLnPfglazTXeVqEzeuSJSaq/D+eK0fV3U6ng93dXeHBzM6hJUQiEZd/zFrd0PPKkrVisSjdT1TgJ8JRTdbGqXn9kjVWiSqDqCNE4JM1Fux85Uwm4/q27e3tCVWotm1jd3dXmJiF2VlbXFycOkg+DeCmAAVSqmAdm2mTy2az0o1k5WiGIW0SjUYDh4eH0DQN6+vrnt9fX18X3vimaYZGVJaBXMpFUD2E/Mri46pKxFsij7ZCoeCxBfmCFcUfWnHojoN/Gu0gVWoij+HmFY/Hcfvtt+POO+/0vG+ZHQutuwqvS3VNwpxNOW7DnSSAI2JzpVLB5uamZ9MTebTRd1epVDA/P++654+zrZAlGX4iHNXqYyQSwRve8AbMzMzgW9/6Fr75zW+i0Wjgvvvuw9WrV/HII48oPZ8MspaSSFVOFYRqteoGCQRZS5LGTKVSKY+bvmgdH3/LE/jkL38I1c11vPy538OjP/Z+zN83HClWr9eF10qQZM3v+zjuZG1cYsJySilAkAki+HUn0ckDDzyAfr8vTK5l+4ZsvrIfryssSg153YXlVygCb65MHSES9gFAzxoGi+XDGox8SxjsAnD5ZwsLCyNCNb9kDYBwQoQMJ9VZC0O5ehrATQFd1zEzM4OzZ896phX4VcdokyiXyy6vrFKpwHEcaUQuU66K4Hcwh9UqkPG6wuYw1ev1Ee4SVRVk5q0vvvgidnd3QWa5hmFgbm7Os6l+rT3A/30wFCj8Y2OA//5Nb/C8/o0bN4RrKTuE/LypjovXFQb4FkOz2USxWHQ3MJF5K60L8ZYMwxASmw3DwOLiorAicePGjVDUpmQpEZYIR9M0PPDAA0ilUnj66afxyiuvoNFo4O6771Z6Hv46oQCh2+0KM39AHpBVq1V33Bzvpi86tLLZLPr9vq9SkkU8mcTlH34v8n/9F9j45tfxjd/7GB597/tw7uHHpH/jl6ypIszExLZtNJtNzwSOVquFvb094cFJgRo7GcKPygDIBSdhiNeA6YyEJ8U0htP9ft+j/pUJTgqFgmuwzM5KnZmZwcrKCloLVRRQQTyaxPLyvLT6aJomTNP07CdhrgnxIY+7sxbGHn4awE2JwWCAQqEgrGzJgi4Rt6HdbmN+fj4U3oFfq0C1LD6OrzMJh4kChEajgf39/ZEKAiCfd9jr9dBsNnHu3DmPmz4gFj6QDxMPO6LjoD9AExq2+g7+RbENG8AHMga+vxuOAaMfhylMxfDh4aHQXJlvl1GWLrJPAOC20ogszrrp67quVAWTTeA4KV5XWMpVlv936dIlpFIpfPnLX8b29jZqtRoefvhht5JD1V3Za/PVG1KmJZNJmKaJxcVF4fuQBQwqyrUgyVpE1/Hwu38C8XQGV7/8Z1j/+l/h3MOPBUrWgihXaVY0gQIEMq7ln1MW7B4cHLgef6zVTb/fx/7+vpBrp2pb4cfrCtPDURTABYGfhRTNSWWtbgB/wQlwk9KTTqfdgHdhYUG6/4nWl/aMaHwyDlyYjgmyPaDT6Uyc+IwDuSL0+303aE0khtORVPi/MpwGcFOi2+0G4k/wN1SYTvBBOEyTbDqsr1WlUkG1WnUDCfZmEN34sVgMtm0LKwiAfATMjRs3AtlWNGwH/6bYwXd6Fmq2g7aTAPZGLUHenoziZ2YNyHwpgxxCYZihkhdeoVBAt9t1KwiO47j2Cd1u17Ne+Xze3SBYLzw/wYlpmkq8riBrIuN1qULkTQUMr60gLSURsblWq6HVasE0TfezPvroo3juuedQq9Xw0Y9+FI888og7eiudTsOyLCkxX/Q4G5RMC1myFtTXTdM0nHv4UVz98p+h17ppRC5L1sZdD7zoRNaS7PV6qNfrIwcny/kVcRwBuS0IqVhZ+CWwQYRUqiIcVfglazyIMlKr1YTzlQuFglBwAgy5eblczjXLHVfdlT3ul6yNu06MxOg8VBmCJGsykH8bf01YliW81oDhtUXJQSJxczqSrOOWTqeRzWZHZjLXajVfqxsVnAZwJ4xOpyMlnIft6yYL4Ph5fJZlSc1b+VYlZRHULlO5wfv9vjBzCrtVMHAcfOSwjWcYSboOIK05mNV1ZCLAvXEd/3jOq5CbFDK+DlUXeS88v2yWX3Nd193nX11d9ZhE+tmxyDYSESY1V54UKryuIKDrhLV7oLZko9EQuunLqo/7+/tugMBa3SwuLqLZbHp8q0ihWqvV8Mwzz+Ctb33rWGK9jMN0EryuafaSWGK4vr32sDIdj8dx5coV3HfffSO2FZqm+XLE6HHWTb/T6fjO65RVd2UHqghBfehUwPO6WKgmOWxiwnvh7e3tCZMTfj8hLzxd17G8vOwJLIkLKVuTMEQiicRwVFqQZI1Xofola9PyuKkjpOs6zp07J/y+ZPtoLpdzk7xisThSgRZ13GhkmspkJBWcBnAnDCr/hrGB67ruzuMj40vKyFkOEzA6xYC1raAWg6xa4MdhCgtByuKyA8pxgP+t1MUzHQvzEQ3/dimBtWgEcdtCuVzG4uKi4G/8idU8sblYLI64b/PVR3o+NkBYWlqSVmlErWAaM3OcDt+maUo5TKqHEM0XFc1hnASsm74sw242m9jf3/ccEPSaogoCIK8irK2teR6T8brS6TQee+wxXL16Fdvb2/jiF7+IH/iBH/BVAobpTTWOyiBK1kSvMxgM0Gq1UCgU0Ol0Rg4gUlfbRxXfXqvp0j2q1Spuu+02mKY5YnXjZ94qq9Ich18X/xqyAC7o2ouCcOJ0iX6frTpSUucnOCHTXN4Lz6+1K3q82WwKq4JhB7XjElhV8CpUwzA8yRrgFUPx85XpcRaidTcMA1/96lfxvd/7vdjZ2RHeXzIKlMyfVNZZC5OvzOM0gDthtNtt5HK5kaHOlKHK+u6ybCCTybieTrybvl91TDY4WQTK8MMI4PwOobBUmp9zDPxJs4+4BvzGYgKXjeHGYCOCdruNarWKXq83opYslUpCNS9VEdjvxzAMzM7OIhKJSDNNWVtHBWG2CvyMhMOaTUkHhK7rQjd9Efg5nmxSIavg5vN5YeClSkHw43XJ1kTXdTzxxBN4+umncf36dayvr/sGcMchOAFGRSf1eh27u7tCwrVo3XVdR7/fHzHLJeTzeTehixpxDHpdLMzPI3Y0YkpldN84hfNxHmqmaXqMmoOAKAvEFeUrPzKfNnYCx9zc3IgXnui6zmazGAwGShzHIFQGmf2RKvyStSD8P8uyYGFYZew0hybm3W4XX/3qV3HnnXe6v8ebyLOik8XFRXS7XSXeLlX4wuAsEtdNNLbwOHEawIUEVlmTSMiH1gPDgIwufrbCU61WleakNhoNJBKJUB3Eefi1ClQRBoeJWgxkMMp+zr+wdHzKMqHBwS/qXWTLTXeMFQ1iv/POO2Ga5sjBLZP3y278aVoFPIgIHhavSwQKwifl61CAUKlUPMRmWUuSOEzLy8uuWS4bIKhUEUqlUmh+XTIE5TBFIhGcPXsW169fH1tFp2qejMNEZrlsW1IWFPAcJhKdLCwsoN/vK62vZVnCih1VDKPRKGLJJAa9LnrtJmIhBlsqvK5xINNcz8xXzlyZNWOVDWIXBbtkBt3v97G8vOyxuvGrjp05c2biz5FIqA+Il4E4Xfya0NSXMECqbzaAI8oIO1+ZfT1Zq71UKiESiUDXhveh1Ruej4PBAJVKRbq+oq6FLGnwS9ZUE2sZwuysqeA0gJsSpmniwoULIy2garXqXoCykrIoIFPd1NrtNi5evBhKpcaPrxO0LM6DVVXxbvoUGPCBJ8+forYktXbpBnyuM8BHC8OWxs/GHXzwjd/ref0bN24oGwyHtSZ+KjBZq2DathIbIOzu7iKdTnueU7ax1ut1LC4uCt30/ThMouqYKvxEOGHyROv1eqDEhKrRFGA7joN6ve7e/3RwkeBEFIjv7e2NVBDITV8WFPhxmMJak8uXL+Oll14avlZmDu1KGd/+k/+Ex378H0j/RvbaQZK1cVQGlh9G3oOUxPJgAzKWMpLL5ZSCXdrPwxAryNbET3ASpNLWbrcDG6mzBQUZvYI4p1QxpGsgFovBsixkMhlPR0iWDO/t7WFhYWG430VqsAcO7IEjFBcEhWoCGwTtdhvZbHaks+aHSCQSCj3mNICbEp1ORxiMUUQeVvAje+2whuL6eZjJNhHbttFqtYTEZh6O46DVarkcJt5NH1AzbzUMw90gbvQtfPigjQGA96ajeMegrvbhJZiW1zUJaMP1m0nKVhDGCSL490kqU2oviAIv2YEmSiiC8LqCHkJhmYvKxBVs4sMGCOVyWXjdUwuKzESJk9dqtVCtVjE3N+exupFdv47jKE3goL3kuDlMFFzd/0PvwtMffxL7L7+Iv/rtf49L7/j7Ss8vM1cGIHXTlyUTVJUks1wKEBYWFtBqtYS8VkC8n8j4S4C6CCeIcnUcr2takLlyKpUa2TNovrLoM7I2TixlJJPJ4Pz580oTTmRCNRnIlNg0TcTMCHotG41iH5nl8DjXZMorCmqDdKrYQgOvlBbROIS2VrYdiuvEaQB3TGi321hYWAiFi+End1Yd7SEjNtu2je3tbUSjUdcslyALGAqFglsZ4N30ZTd3oVBQcsWWgdonNS2Cf1poo+4Ab0lE8U/mTRzkw5nhR4GEyo0m2xBkxObBYIByuYx63Rt00roTsZm88GzbFq5vNBoVKtAASG0rgtonHCeHiVrUQcCLTmiouijb3dvbG/m+KEBIpVJC2wryGKTA0rZtrKysoNls4vDwMJTqowxh8bqAyZK17PmLeMvP/SKe/t3fQmVnCy999hN48N57kVsbeqiRm/7Vq1eFXEoSSogOTWq1i9z0ZcGu6HE/EY4qKJAIi9clwiTJGo/BYIB6vT7CKQXkLV/btnFwcOB66rFCNb9kQlZ9FI1ECzPgvOuuu/Dqq6/CNE3Mr5nIX23hmc/k8bp3LypHJ7Iukt8kHAIFrYlEAvF4XMo7J6EUJR7sdKSDgwMlCpQscVbBaQA3JeiC4W/yXq+nTPyXbRR0M/o5Q/Nu+jKuEn9oaZoGXdcRiUSgaZrQTV924wMQcv2CtApUYRgGqt0uPlQH9iwH9xoR/HLOhB5yNlsqlUYk9hQg1Go17O7uetpBsipCoVBALBZDKpXyeOHJOHiA2k1+Ut5UMl6X6kEnm8NI14nITX+S6iPrph+PxxGNRoV8RdnBVavVfLkxdMjTdx+Px6UG3KprIuMw8byuSTBOuUqBHKvk44nu9/zoT+GVP/4smvk9fPKXPojL7/xRzK4NW+iGYSAajQqtbvySNcdxlPijYfK6xq1JWF6c/Gv2ej10Oh3s7Oy4Bssi70z+/ZXLZWSzWdcsl65Lv2QtEokoCdVkOKlkje6jB/5ODrbl4OBaG898Jo/zb4gCj0/+XOTKQEEVe9bs7+/Dtm3P3kxjKinpu379OuLxOC5duiQMuqg6L0qmjluwIMJpADclKLiSScpVwZawietF40NEVQl2cD1VEChAkB3+fhwmUUUvqKt6GK0C2WvfcdddeP9zr+LlgYYzuoZfX0zAjEz+/KwXXqFQEGZurGku+xmIE8ZXEOhvROueTCaRSqWOfeZgUF6XCKI1UZ3D2O/30Wq1XGIz+31WKhU0m01hy0Xmpg+Ig1q/dQ97QDx95/1+3xUWhCmuUG2V8lVHul79THOJw8S76YvW8fG3vAWf/JVfQvn6Vbz8R0/hkR/5SZx73evd5xIFu9FoVFmEM065GqSZgnIAACAASURBVJTXNQkSiQTK5bLQD43eF8tzJtsK0f6Uz+c9iQlRRpLJpJDKAMgpJCJ3giDJWpB93E+EowK/ZI0Sk6gRwSN/fxHf+WIRW883sfFXA3yu9RdYvDcysl4iNa2maajX6+j3+1hYWBixuqGfi9b3qaeeUkqSw+ysWZYl7Q5MitMAbkpcvXoVFy9e9ARwuq7DNE0sLCy4BosEvzmpANxN4vDw0N0g19bWsLm5Kfw72Y0vwmuF16UCUSDx67tl/PVAw4wG/OqMBq1WRf5ormypVBJmTzJi89mzZ5HL5aSZpqy9oDIy61bwuiZ5XzKw5sp8+1emlBQFDFQ9EVndNBoNdDod6aQNkW3FOKL7cYpwqGIVj8ddywAZz2scRN8HVZP29vaQSCQ8bvp+1UeqOrJeeMSzUzHNFSEWN3HXD70bB3/zdVz/2lfw7Gf/I5rlEi5/39sm8uuaFsTrUgngZNcJBd60x5Jakk/WeAqJ4zgjTgOZTEbqpk+Jmuher1aroaxNmMmarPWomqyx4DtCpVLJFZzwr8MHZIsPRxBJmNj4ege7fzNAZJDGvT+YRYRJ0EUqVJpyEMaahNlZk4Guv2l4racB3JRIJBK4cOGC56IhkiKNzeHbH6IAg4imPNdN1I6c5v3KWgVhlYBN01Sa6UoVBJFtxcsvv4ytrS03ANY0DX88iOJjloGo4+DD8T7OIIbL994L0zQRiUSUW5IkEnit8bpk3wfZaagITgBvBYF81URoNBooFArudc266bfbbaUq2GAwEAbzVPUIA7LEJKz7BhjydajFQmKOXq/nCeBYtaTfJAge1JYcDAbS9phs3VdXVz2Ph5msaZEIHnznjyA1n8W3//Mf4ZUv/me0ykXc9bYfxpUrV/C6171u8ucKwLvkuW4UILDzlfmgS/Q6ZMI9NzfnsbqRVWn8KCSy93srkzXVfZwEJyKum+N45ytrmiasPvICNuoezc7OIpVKodPpSI3UPQHZG4A/Nf4Cm1+zsP1CA536AA//vUVEjYj7N8eZrIXdWROh3W7j0qVLU1nInAZwUyIajUorPpFIxJe3xoOUqyJCe1ggMnQYo1P4sjgbIOzt7Qll4LIqAhGbeTf9crkMXdfdzfArrT5+93B4k/4P0S7+W4FdiCqIDK3SKpAdQpO0CqaFYRg4PDx0B1BPIjihA42tIFArUHQ40ZB2EYfJzzpCBJlf13EYCYfFYeIrCJ1OB4PBALu7u5idnXU/697enlthoD2AddOXTeDw4zB1u91Ac0d5HAev6/bH34rEfBbP/v4nsPnsX6NVLuH2d7wr8POxVjflctnj18WS9ulaobU3DAOO43jMcgmidZ+bm4PjOKG0Bf2sgYKKcHgETdZ4UJJ6cHDgckppvYiAPzMzI7Rxok4FO18ZUKMykFhLBNm+MXebjpVzC3j2PxVwuN7Bi18o4uEfXgxtTfwg66yNA9GYEokEzCMDbFnHjTxAp8FpADclwmwV0KiTsAI4WZYyzmyQn8cnqyJUKhV38Dcw6qY/Pz+vdIPTRszj8uXL+M53voNUKoXvdC38i2IHDoCfnTXw5nbT93OIEHargMekI2vYAEGmpJNVEQaDASzLwtramnBot6xaILKtCOLXpYqgvC7V1xAdmhQglEolIbFZhHw+D9u2PW769LOVlRWk02lUq1Wk02l3gxatu6wCeBLeVH68LlWwhtNn7n0QiX/4T/D1TzyJw+uvovX7H8f999yNaDKNq1evotvtwrZttzUmsq2g75dNKlZXV10OLw+/REOlch4mr4sSEJHhdJgeZkTX4L3wZMIH0b4RiUTcdv/8/PxIMtXr9XB4eCg0H/YLQEQIU4QDAHNn4nj0R5bw9U/to7Y/3I8Mw8Arr7yCBx980PP7YQRwdEYsLS251XYWfhQo2tNrtZrLrZZ11oDplainAdxrCH58IFUYhuGqnVjbCkA+AoZufCI2j5vH58dhCiLvl7UKKJD4VK2HrgO8MxXDP8gYyCtWt1leF4tpgnDeTZ9GdYkOTX7DpbZkOp2WcpVEj9u2ja2trVBaNH5GwjIEaYG1Wq2puB5UQahWq9jY2PBs1MRh4lsomqah2WxidXXVNctl37/ouk4khvNr/TicvJmvKsL0ppJxmCZJ1vjXHQwG7nxlaks6joNarTY6Ui8Wxz3veT9e+fxn0Coe4JP/8y/igfe8DwvnLyCdTrtBjYirBIjXPRaLoV6vhzLhJExe1zjlqup1zYtOer2e1Duz2+2i2Wwim81C0zSPF54KVcRxHCSTyWNP1mSCk6D7bHJuGKawc1LJi9EPZHXDCtX490HqVFoTumYMw4Cu6ygWi8K1kdmF7OzseB47zs7aaQB3C0BtAl65JqqEUIY6MzODs2fPjgyRBoY2HrIxW/V6HUtLS54Wg595q0pGcNLeVIS/ldADbQa0uYhI55ZlodFouDc8lbZZjpiIUM5WEBYXF7G8vIzd3V2hjF+27pVKRfh54vF4aK2CcYdQWIITEahFTVVHlkA+ruVLINEJiSFE79fP50pEbJ5mTeg7mSRACupNNSl4c2U2QDg8PBxr3sqCbCt4N/2FhQV0u11Psvb4W57AJ/75P0N9ZxPPf/pjeP1P/jSWL9879j0f95ocR7LGIx6Pu4PoySyXMM6UmJ+vDPi7A6hUd2WfUWaufKsFJ35wHAeIDvfifsdGfj8PB45wfjVx8OjzsKKTXC4nTCaSySTS6bTwXm82m6EEtmF31licBnAnBFKlUksmk8kI++vLy8sjm6rjOOh0OrAsC4VCwRP0yQ6tbrd7ohLwacG2CmSYOVIh1Sy5WS4Rm0W2FTTfs1arebzwisUiMpmMS9RnP6tofXVdF/pfAZia10CYZE3CeA2q1PKQbex0TbK2FZqmjTXNJQsOtoKgat5K1YLjDDj91oTAe8HJ1oraaaI5jOOuE7aCQFQGHpqmodFo4PDwcOTQpABhdnYWFxRsKwAIp7vIWtRmOo173vXj2P3al7D9rWfx9U/+Nt740z+HxTsuSz+XH4dJtiZB+X+TKIQpqSiVSh7loeM4wgkn9LN6vY75+XmP1Y2f8EH0uCyBFSkhg0JlTYJCZq5MSnaRUI1fX/q85OkWj8ehGxqsnoO5mSziqeG9JArIZPuGrCN0EglsmJ01HqcBXAhIpVIj/CK6wdleOTsO6caNG0ilUkL1CWVcPJLJpNBrynEcYeWObA5ECNICC9IqUHntRCLh+nXxLQbi0uiDGAADu7U69pt9oXgkFovBtm2k02mPbcU4+wTZSB7Z+5W1CoK0wGSvUalUQmkpiYJwav9SlYYPxv04YsR1ZL3wZmZmYBiGdE1Uqrt+a8KbK4+D7PuQJSaTcJgmrcBR64QEJ2xSwVYLRApKtoIwNzcHy7J8kzURh0lW3ZVh0gHxLCLRKB597/uhRw1sfPNp7L70vG8AdxyJCW9102g03GSNB8vBA0aJ56IJHDKzYiDYfGURgqxJkH18GsUjcFOo1mw2sbGxIQy4iUPKw2++sui6pu8unU7DSOyg3RvA6gHwYY4EsUtScUzwQ7/fF05MCtNFgsdpABcC6GIWQdTe1DQttIi80+mcSFk8SADHmuWS8omdxydSPBGHiXXTn5+fx8rKClZrXaDSg5NMYWV+2C4S3fjEcxK1o8PCcbQKgsriWbWkLOgql8totVoj1wkFCIZhSA8oWdAlIvKapnnsa+KXmKiChASTcAnZAKFYLLrfS7Vaxf7+Psrlsudep0Sk1+vh7NmzHi88WVDrV71R5XUFqVwF8abSNA0Ll+7AxjefRm+Mco9N1nhMOl+Z1oDlMMXj8eFIpvl5LC8vY3NzU1rdFVVvZBM4TspIOKxkTSZMYifhsGKITqcj5EVT9ZHljhFlJJ1OY2ZmRlit9bt+VTpCly9fxgsvvIB0Oo2YGUG7CvQ6NoLUyjRNO3bBiYjrRgbOspnl015TpwHcMaLX6wm5bqJNOCja7TbW1taEJeKwXiMajeLw8NDNvtiRJDLyLVURKLOlFoNhGMjlckJrAz8fJgDIUAt1TIfypHhdfoOxRZB9H8Rh0jRN6KYvAvs4iU5mZmakthW5XE7IYQKGcytV3cBF13AikVBeExn8vKn83tM4sFY3lUoFu7u7bjVPZN7Kvh5dszMzM+46RiIRdxyPTHCyubkpdNNXxUnwuqapthuJ4f3Wb7dgWRa63a5rjstWZGzbRqFQ8FAcgNEJHLybvui6pt87zrYgiXBuVbLmR2Xg5ys7juO2KUXqXPJv44VqsuqubE9utVpKFlnjIFsTOjtj5jAYJSGDKlSSNR6aNjodSaZCNQwDyWRyhGpA30+j0RCKr1S6EiKcBnDHCIrIVcbsqG7G7XZ7otYfX0HgfwYMN08Z163X6wnd9AH5JAiRbcU03lTlI+5ba8xBHabih7JWnsMkm8NIAUKxWBypIADyYKzRaKBYLCKXy3nc9AH5TS56XFaqD7NVQG2CILyuSUHXiegQ4u0USHQiI47zEziounvu3DkcHh7i3Llznr+RHVzXr193DUqBmy1UGqelIjgJSmU47mCFKAu8Fx7fegSGn4F+v35UeWvWqu5jsVgMCwsLE89X1jRNOF/Z7/3K1iQsKoOM1xUEInNl4pTWajXs7Oy4ZrkE1jSXfTyfz7uBBStUq9fr6PV6wqRBVn1URZAEVvZ98CIcAvtZY4npA7hGozFiTEx7lYyDR4Eay/k9ODiAYRjSztr58+eF3TiiBoWN0wDuGNFutzE7OzuWED0JKENhVY+JRALRaHRkHir7+3z5m272mZkZYbVgZmYG8XhcmGn2+/1QKlpBvamebg/wH6rDNtETieFly3pTsWBbBUFBAUKr1cKrr74q/OyigEHTNNffi68gAOKgi3zKRG76qjf9NLyuSUGHpoqHmehwpAChWq2OWN1QgFatVpHL5YQKSr6CQJ9XFtSePXtWOOc3qAiHtxGJx+NSb6qwkEgkArnv81Y3ZNJM14nIR4wON2oBzc3NYXl5WXj47+zsDL3xohG8BAD9PhYXF1Gv17G1tSVts4WBMHhdBNVkjQfLc87n88KqEiVr6XTa44Wn67rHLJcgS+JEvMcgyZrs+5CtyUklawS3Atcezg/tdDou5YZ9H7Ik2bIslMtl3HbbbUIvPNH67u/vCwO1k+isTYrTAO4YIcoqCJFIxG0VJBIJNwiRlWcpw+p0Om42UK1W3UNZpfxdLpeFF9pJ8bpkHCbZIXTdjuCfH7ZhAfhAxsAPHKmQxs1h5CsIItsKek1e4Udu+tlsFr1eT7hRAnK/Jdk8vtcSr2sc/Gw22DmMbIBAWbko6BJVb2q1GnK5nNDqRiY4cRxHWDWTIUwRDoEqKPS9GYaBVqsl/F3VTV3GYYpEIqhWqzAMw+WUEkTJBEtlYK1uYrEYZmZmXC6T6PX9qAwyGMnhNddtNeEcjRIMq80mWxPRQTrJc4lA1wkAT1uSHx0lqqqz85VlthV+ydqIz94E8EvWpk1gCUGStUmSTlaoVqvVcHBw4KF3OI7jVnJ7R+dc+bCGVKUH27Y9VjfAcN+WJWs3btxQEqrJEKSzdlw4DeBCQLfbxdraGnTd609G/BgeuVwO1WoVzWYTxWJxJIsQRf0zMzOIxWKewb9hwq8srnoI+c1hVKkq7XR6+F8HcbQBfJ8BvLtfx/7+0Huu2+3iq1/9Ku68807P39GGy7cYAP+Wr4jDtLW1NfH79cO4mYNhgDbcIAEcW0FgW2a0JvRf4jCxNjisWvKCgm0FHXhhrMm4gzmsSRCO44xU4Ojfk4xPYtu/vG0F/bdcLgsrEn5u+oBaEhfEXHncmsTMBIxkCr1WE8889XE88p6fCn2ax6RdAKKM0Fqy74MNutjPRAHF0tLSiNUNBQiyZEL0eDQaPfZkjTiRYc1cFYFP1njwVjc0dUB0L/KemrQ3Ly8vw7Zt4Tru7u5iZWUF7YUa8igjHk1iYSGLwWAgbJsfR7LGI+zO2jQq1dMALgSQ/Pvg4EC4yclcm1V4Fe12W3oTySDbcClDC9oqmAQirhsFCJVKBZubm+5r0ft88cUXsbu76/5+0wE+MkighAju1x38+/suIZNMuC0GGsa+trYmfA8qBNFp/LomxSStgmkRj8dRKBQQi8Xcai1rWyG6JuhAYysI5IW3uLgorApEIhGl6q4MJ83rmhZ0nUSjUfc+ooNJNhOZr95QWzKVSgltK3K5HPr9vpDDZFmWtGqmgkTCOyA+KFhft8d+4gP4xqd+B7svfgudWhUX3/73pnpu3k2fD1ZEClVCo9HA8vKya5bLrpFfsiaa/6uaTEzC65oWQZI12evTBA7q7tDnpWSNqsvs3+/v73usbiipEO0NNNhedK+PW5dJOXAnEcD5ddbGgRVDxONxzM3NCV0kJsVpABcC9vb2cPHixVCqKBSN80GDKLgICr+y+LgbiW1L+jnp93o91Ot1l/9Cth504YrK3JRtAcDAcfBvDtrY7Fs4q9n4/e+5HzlzNJA4KV5XWJsukaEnkdJTi6HRaGB3d3cka9c0Dfl8fqR9wl57xWLRNYvmbStURhudhJFwEPd92fch8zDzS0wsy0Kz2RyxuuHNW9nXq9VqqNVqSCaTLj+INmJATXDiZ1sRRnYPBOMwBQlWer0eDMPA0h2X8eZ/9Av4+sd/C6XNdbQ+8wk8dP99SOcW0el0cPXqVXf2pug1+aovBQiZTMbXS1D2uIhr65eshV0JDyNZ86MysFVfXqjmJ+jhn7NeryOVSmF2dhYLCwsj16UsWQMgnDgjwzTJmuFy4PwDONM0Q0vWut2u1KLHNE1ks1kkEomR68hvTio9J1Xfe70eSqWS1EViEpwGcCFANPA2KOiml/FpwgAdEMSlUbWtYN30l5eXlUfANBoNIUeB/dvfKHXwTMfCfETDv0w6MK0+gMkDiSD+V7VaTbnKKQLL12ErCK1Wy1WZiYjj/BqapglN04QVhFQqhUQiIa3GyHyHVODn16WKMDlMIvT7fViWhc3NTSkxX8TBOzg4wMzMjKeCAEAY7K6srODb3/62u3mTmo0ERiqQeVP5iXCCVNpIVDMteINtEp0kEglcu3aNuXciuOdH34dXPv9ZtA7z+MSHfgH3vOvHsHjxDjcYk7XM/DhMk7SoJ4FfshZm2z7oJBzW6oYqj/x1Qq+7t7c3woWk6m4mkxHuy4A42C2VStB1PRShmt+aBB2VFuVsRIIYTvMgKgPfESLkcjlks1nP3FXHcVwOHE2LYCHruIkep5Z9UJwGcCEgyOYtA2UokwZwZGB5eHgoJDbLOEx0I/Fu+n4mjLIqjWqrYNxafaNj4U+bA8Q14DcWE7jN7uHKlSt45JFHfP9uUgQxzeXFEHyVhn3uUqnkto/5EWqqfkudTkeYHITdKhCtiWmawvFNQUB8HZnghN4D62vlZ97K/g0wDASJgypqS8qqj47jCDdQ4qb5eVOpzEMVQSY4CbvN1mg0RoRJFCDUajVsb2+PWN2w1zX/PgqFAkzTRDKZHHHTJw4gf/0+/pa34JO/8mFUblzDS3/4KTz63vfh7AOv832/J8XrCitZA+TCpHa7jXq97u4ZItsK3nsQGJ2vnMlk3Lab7F4X7RvValWZyvBaTtZu+sANzzda33Q6LRSqyaqP7HqTkl3WEXrmmWdw8eJF4T5Pdi2TQtZZE1XHVXAawL1GQBdTOp12Xdt5iMqztm2P9NPZjCQWi/lymGTlXhUcB6/rbyWi+MX5OJZ1DffGdViWIVWzqWTMjuPAcRzXQqHb7QrNW3mwthW8F55o88xms7AsK5QqmAxh8rr8BCeqIFIuW0Ho9/totVrY398XHppskEiH1fz8PDqdjlLL17ZtbG9vhzK2ZhIRDq9ElcGvBSbjME2y9qwXnsy2gjhMbBWB2pK6rmN5eVl4gIjW3TRNzM3NTZysGYkkLr/zPch/4y9x4xtfwzOf/l20KmXc8abvk36madeEhywIZwU44/6e5ivv7+97zIfL5TK63a7nOnEcB8ViEbOzsx6rG0BdcHIrkzXVquQkyZroNVgxBHnh0R7Xbw3fQ7c1FEn0ej187Wtfw+XLl11fxtnZWddDUKUI0Wg0hHsGTfYIA51O51g6a6cBXMjgSYqyIGlpaWnkMKCBytVqFfF4XKkMG4lEhAEfZfhhcJj8DqHDw8NArQIeuq67rYL3zhiexwlsgECVRJFtBQv6ebfbdQ8uvi3pV30UCSX81kTWKlA9hILwulQhM1ceDAZotVqu4tRvAgfLYWKJzeSF5yc4UbWt8ON1qfq6jVOu+lEjeC84VZimiXK5LHTT5z0cCey6k9VNKpXCmTNnsLKyIuVwigIyVc5nkGRNi0Tw0Lt+DKnsAl76fz+P0sY68Phbpb/P87qmATsgnvfC40dHsdcvMLoG9D3zVjeAf7KmaeGMTAwzWSNO17TuADJYlgXbtrGzs4N4PO7Zo2QcvP39fffcZL3wyGPQGjh4CZuwesDy8jIcx8Hh4aF0v1ZBmAmsDKqdtUlxGsCFhEwmgwsXLoyQFCkzFwVdzWYTrVbL018PE8fF62IRi8UCH2C8m36tVkOr1RIemqTwcxxnJECYn59XqtKQf54KZ1G2scmMhKdZEx50aAb15mNFJ6xClP1MvV4PjUbDo3qk6QKiCoKMUB6JRFxLHRZhmCsTgnhTBXmNUqnkazjNVuBs23ZJyWwFARi2HkXXCSkoqbrLBgiqVAbad457TYIka5qm4c63/G1kVs4gd+F2aJGI1MNsHIeJt7qh+coi1Go1lEolpFIpjxdet9uVrq9oP+n1esLAdRpeF49bmayxYK1uqLrLQpbEAcP7nyxUzpw54/ksfkIUUbGDXZNIVIM9cGD1HUSN8N0BwuKxi0DWIyzISkV1jCGL0wAuJNRqNWnVTASKyMMK4ILwumTPIwJ5mIkURCI3fcBrnwCMyv7ZCkIul8PCwgJarZbQbHF9fV144/upd24lryus7I2ukVQq5XHTF30OUfWGiM3pdBrnz58X8sNkghPLspT4SH68rjDXxM+bSoRx7Rv6OQUIrVYLW1tbI9cz/Q5VQyhBK5fLODg4QKfTEbrp+wlOALGbvipM01ReExmCJGuTVG+W77rH/V1d11EoFBCJRNyqo8juRmRbQZUa8sKTBbuUrIkCA9n14Pe4Kq8riJBqmmSNf21edNLr9Vx3AErWeAoJfX5WqLa0tCQMailZE7Ufb9y4MVVgQqDqWDQaRcyMoNuw0G/biBrT0yQIkyRrfmALCrlcTqrwXllZ8axJp9OZal8cu8KappkA/gJA/Oj3/8BxnF/WNO33AVw++rU5ABXHcR7WNM0A8FsAHgNgA/gFx3G+fPRcXwawCoAICG9zHKegaVocwCcAPAqgCODHHce5cfQ3HwDwkaPf/zXHcT5+9PhFAE8ByAL4GwDvdxwnnLLHCaDdbofSdgSG2aHqHEYe1GKQzeNrNBooFAqunJ9FtVrFwsKCsMWgUkUIMnNQyr/xaRWEBdpwVZRblmWh0WiMVBAA+aFlWRYODg7QarU8bvp+rUfR451OR1hJGBfcqGAaI2HZ64uCcL+qB1Udqc3O292wn4nk/HTvUICQTCalbvrU1mk0Gnj11VcRjUbdto6IBE5BbRgcJjqYRWsS1kgpWbImUpqzEzhE15Gs9Uf2LWfPnvW46ftVH2W2FarJmuo+EITXpQpK1vgAjigjJFQj1SObDPOgx9nAgq5xWbImW3e/+coyc+Ww7FguX76Ml19+Gclk8mYA17GRCKi18DNX5jtCjuOMtQUBbnoVdjod7OzsoF6vSwszoiLPNDy7SULkLoDvdxynoWlaDMBfaZr2XxzH+XH6BU3T/i0AGr72MwDgOM4DmqYtAfgvmqa93nEcCkl/ynGcb3Kv8d8BKDuOc4emaT8B4NcB/LimaVkAv4xhMOgAeFbTtM87jlM++p3/w3GcpzRN+7+OnuM3A6zBsYLaBHxbQNQ+CAqSIlcqFambPg8RR4xUk6J5fDQ/UWRyqWmaUjBKrTmRkXDQ2ZQ8jrMsTgFCv9/Hzs6OOySZ/bnMtqJYLCKTyYyY5QLDjFdGKPfzYVLBSRgJB5nDKEM0GkW9Xnevaap4aZomrO6yCkrWTmFxcVHauslms7BtW3j9jmuNTcqBI65bGGB5XSz8krVxQQbvpl+r1ZDP591Agv17njtGnN/Z2VmpnZAoCLYsCzs7O6EYOB83rwvwT9YmfQ0KEIjKwO8ZJLDieVKRSMTdy3ihGiBOhuPxOObn54X3+kmsiSpkqm/TNN3766aZr/yMoKSiUqmM7BmAN1lj1yGfz48ICckLTzYPFRAHY2QxcpzUKBZjAzhn+ClJAhg7+p/7ybXhiv8YgO8/euheAP/f0d8WNE2rYBiAfcPnZd4F4FeO/v8fAPg/j5737QD+q+M4paPX+q8A3qFp2lNHr/ffHP3Nx4/+/jUXwFGrVHUmIJWwE4mE6wcmywYMw0A6ncb6+rrblqQAwbIsJY5Yt9t12xL8+wmTw6TqTaWa6SYSCZTLZd+yON9iYIMC9vXy+bynfUIBQjweF9pW+FURRC3ik+J1ybypVDd1VnDCQmSuTAFCtVrF1taWa5ZL4O1uCGTBsLi46PHCkwVkfusuwjQiHF6FGoY3FWGcclUkTJK56cuqj1Sd4t30V1ZWUCgUpBMJROsrm8ARjUZvKa8rzLZ9rVbzWN10u11f2wr2fbBK9pWVFeH7lSVrtm0LW6vjrhNRABfmmqgma7LX5s2VWaFauVyGbduwMTx/DvZL6Md16eSTer2OpaWlEasbYChCcRxHeK9rmiad6KOCMDtrk2CiJrWmaTqAZwHcAeCjjuP8NfPjNwPIO47z6tG/nwfwrqMg6xyGbdFzuBnAfUzTNAvAH2LYEnUAnAWwBQCO4ww0TasCyLGPH2H76LEchi3bAfe46L3/LICfBdRco8MA8SaWl5eRyWQ8m65faT67NAAAIABJREFUeZaI57VaDYVCwb1RRRespmk4f/68NFBTwa1sFQTFYDAYCcRYN32eA8i3HUzThGmayOVy6Ha7wjVMJpNIpVLCtqDMTV8Gvw1XxmFSXXtZNjvtHEbWb6lcLqPZbAorKHx1jLzwYrEYVldXPYf5OA6TKAgPsiZhC074CpxhGFO3SilAaDQa2Nvb83Dwut0ums3miOqR1rpSqSCbzY5UEAiy1pjMM091TcYpV8O612WvMS5Z42HbNlqt1ojVDe0NosSE9pPBYODaS1CA4EfMlz0uqhj6IQiVIaiRMA8/wcm4STiDwWDEUkimXq/X66hUKu4ey4pO0uk0VlZWcDhXRHWrgZSZwcrK8HoSra8sSAtzTU6iszYJJgrgHMexADysadocgM9pmna/4zgvHv34JwF8mvn13wFwD4BvAtgA8DUA9C3/lOM4O5qmzWAYwL0fQ+6b6O53Ajwueu9PAngSAB577LFwascCRKNRz8VErTbDMLC1tSXcFGXl2Z2dHc9j5DfEH8KiwzoowiyL+70GP0oHgOsXls/nXeNLkeKJ5zD1+313xt4kbvqA3IdJ9n5vNa9LBX5zGPmqI3nhycxb8/m8+xhbQUgkEuj1elKbBNH6NptNKbE5LBGODH68rqAtJTqA6b6Ox+O4evUqHnnkEY8XHtt65KuPsuclzzV2XfwEJ5qmCeenykCV8Ndasub3ffDXyWAwcC1q+v2+1LaCB81VZa1uAP9kDVCbryyDyFw5KPyStbCU8KZpuokqa3UzCQeP9oxkMunSFWTJWq1Wc33cWLg0E24agwwnsSZBO2thQ0km4jhO5UiI8A4AL2qaFgXwIxhW2eh3BgA+SP/WNO1rAF49+tnO0X/rmqb9HoDvwTCA28awSrd99JyzAEpHj7+VeQtrAL4M4BDAnKZp0aPXWwOwi1sIIkqLMhLVC0e2gdFFM00VheAXrEwzh5FtMVQqFXz3u98VZiQijhhldLxZLkF048/Pz0szrrAQxJtK9h0G4TCJQAFCsVgcqSAAQ8HJwcHBSCWIfpbP50da7GxbUiXYHQwGoXHd/NYkLJim6d4/KuCJzbZtu8R8yr47nY4boFWrVayvr3u88AaDgVKVxjmyy+Hv0zCDK1oTlWQtCJVhnDCJEl22SiN6nWKxOMJhAm4q2WVu+oA86BIFC0GStXEioONM1igxmUSY5DiOO4GDF6qxvF3+b6kdv7q66prlBhWq0WsFSdYmHWhPXaRxIpxpQPeNKIDTNM1NDhKJhLuPkdCJfz8LCwuBizCTqFAXAfSPgrcEgB/AUECAo///iuM428zvJwFojuM0NU37QQADx3G+cxSYzTmOc3gkhngngC8e/dnnAXwAwNMA3gPgS47jOJqmfQHAv9Y0jU7ntwH48NHP/vzod586+tv/R/nThwg6HFTGawR5jWw2G4rRpaaJ5zASF0Hkps8ruliODcsdI2Lz8vIyksmkUJkna5sNBgOlA+WkWgVhiyvoEBK56QNy81bg5uFOnDm2ggDAHRYusqegjZiHbPMIwusK0u6R8brCgHNkW0EO7nRQ8BwxUfWRKgisF14+n3cFKNRGoXF0kUhEOrJLBWGKcPza9tMkayyi0Sh6vd6IiIoChP39fSHfja1KEqd0bm4Oy8vLwr2BWqSiVum4+cqTwjTN0IyEeV4XQTVZ48GuMVnYiKp5ImU7TeAQCdUAcRI3GAywt7cXyh47TQJrpnWkslFE4/6JHd070wpk+v0+kskklpaWkEgkRtYqEolgYWFBeFYtLi66TgPlctndJzVNw8bGhuf3u92uckudMEkFbhXAx494cBEAn3Ec50+OfvYTGG2fAsASgC9ommYD2MGwTQoMbUi+cBS86RgGb7999LP/AOCTmqZ9F8PK208AgOM4JU3TfhXAM0e/9y9J0ADgQwCe0jTt1wA8d/QctwwbGxu4dOlSaAGcqLUjGtkyDrZtu2RwqiAAQ75Mq9WScphYDgIbIKgQxw3DQL1eD2W+HuAvAQ8DMg+zce+JryCw8/j477DX641wmFgvvMXFRaUqGACk0+ljNxIOywLD7zUqlcrY64R10z88PBReDxQs0OP031gshm63K7S68RM+nDt3zvMYXXPJZNKdydjr9UIVoAThdckgS0xEghNgGCCwthX8fGURqtUqarUastmsx+pGxhHzE6KIMK1fFwvVNfF7XzL4CZNEe4bjOC5/1I/KwHrh3XbbbahUKlIvQdH6yqbz+CVr47huk8IvWRsXwJ25L40z943fh1hzZZYywtsJsRA9Tt9bq9XCwcGB5/3Zti0MyDRNU6qwttttLC8vB0ocJlGhvgBAOIHYcZyfFjx2Azf94djHm2BardzPOgDeK/nZ72DIq+Mfv45hC/Y1AVKLhoFut+sJTChDzWazwht8ZWUF6+vrAEY3Gtk8vnq9jm63K+Uw3XbbbUrv+SRaBaplcdUNNx6Pu7MNeTf9caN3qOpIAYLjOEJbBdu2sbW1JVxf1ZbhpH5dk/5MBBr/EuYcRt62YjAYuOO6RAEZC0oqZmdnceHCBc/vE0dPlBnL3PRVcfnyZbzyyiuwbds92CjIUa2syPg6Iq6rChznppt+q9XCq6++KvzsMjd9astNalvRarVQr9eFbUlVhCnCGafSnPa6JspIuVx29wwCKzjhK2H5fN5jdeM3X1nTNKngRNX/z29NZMlamBzrSZI1HjTppNfrodvtwrIslMtlrK+vC61riBMJ3Nybs9ksOp2OUsuXAudpKqbj0Ol0Aiclp5MYQkLkaDyMH9iqViKRkKpQU6kUFhYWRvrrxCtrNBrY3NwUXlCy6o0oSPPjdalerMfVKmChUhanFkOlUsHm5iZs2x5LHAeGm0StVsPFixc9LQY/pZlo3ePxeChcN3ptEcJqFfhBZq5MB1etVhupIADi9dW0oQdev98fuQeoFenndSd6vFQqCQ8VPxFOmIdQs9nEs88+i36/j5WVlcCEdD/BCeC1uun1etLrl08yyIqIhA1LS0vCvxOtr23b0uAmrGRN9n2o8LqCgg/g2KRi0vnKtA71el1odWPbNjY3N6XXtcimRYYgyVrQtn2YyRr//nR9aP9BEzjY1rqM+1gulxGJRGAYBu666y5X0U5ehbJ7XaW6K8NJddaCJpanAVyIEA00Bm7ahRCJtN1uo1AoIBaLCVWohmEgl8t5NmQAmJ2dVboxT5LXFUYLiT4b22LodDqo1+sol8sezg6roASGNwi1GGTE5mg0KrSzAIaq4DBavsfN6wLCqXBSgNBqtbC5uTnC1yDs7e25Gy177dEEDr6C4Dhi89bZ2VlomhZKC0yGsHldIsNp27bx3HPPoVqtYnZ2Fk888cTYg8FxHDSbTc8EjkajgcPDQymHSdNujkJj3fRVWpL9fl8a9KmC/CBFiUnYvm5BDjVedMIGBWwVzLIsFItF13CVH4ekQmUwDAOpVCqUZE2Gk0jWqEU9DqxQTSZQEQlOgJv3lMjqxi9JFj1+Uo4Jx9lZA6YzVj4N4EKEzFgQkLs2y3hSYU0Q8MuqgrR7ZK9Rq9WEHmZs0Mo6Y8sOFCLyswdXJpPBwsICdF1X4uA1m00hsTlMXpffmqi2CmTfBx2OfnMY+bYkrS//nKLRQnRwpVIpZLNZYUtCtrGKkha/NVHldfmtiYzDFKbhNJ+Y9Pt9fO5zn0O5XIZhGHjggQdGDr1yuSy810kVzFvddLtdFItFKYdJ1GqXrYmfufJxiXCOA6Zpujxc3k1/UtsKNkCQJWuy/UR1nB+peY9zTRKJRGij0ojTRq1yVqgmE5zw605788zMjJAq4peskTiARxB6hyxZk90jssdlydoknbVxIB9M0zRx6dIltNttz+8EvXZOA7hbiE6nE6rXlQhhlcWJ2ExDu9kDgTgHNAKGvRFZ2wpS6tHPZVmVX1k8DBwHryuILF4EEbG5VCp5KhK8Apg2CQoQLMtSDnabzabSGqvaJ0zL62LhJziZpBrGuunLgoJOp4ONjY2R6+T69eu4du0aIpEIPvCBD3jaYDdu3JAGu4uLi0reVLe6BSZ7Dao8jgMp2ev1Ora3t0esboCbghMRr6tUKmF2dtbjpg+o2VaclAhn0jUZB00TG05TgCHCYDAYma9MAZisJVmtVlGv15FKpdw9Y2lpyVeoJnu8Wq1KqQxhiXDGOSaEgUm6SPx0pEnmpAKjlJ5kMin0eJWt+TicBnC3EETKP+4Ajq0QsAECVWNkiif2AIlEIhgMBtB1XclNH5BPnJC93+Mui8t4XX6QBQXxeNxTMaUAgdz0ySyX4FdFoE2C9cLLZrPo9/tCk1a/dZdBFFzJzJWDYByvKwwQD42qNLybvgjs40Rsnp+fR6fTkQpOSqWSS8y/du0arl27Bk3T8OCDDypzmI7bmyrMYIXU1ZqmjbjpN5tN4YQTwBswEOdX13XhnF+qrovagpqmNl9ZhpNI1kzTFFa2gcm/X6KMWJaFzc1N4e+IKDXAsGI4NzfnmuVSoCOrnFOyJuNEqkI1WQtSaZMla0Haj3xHSNM0dDodtFot95pj3yOdX5T0ra+vIx6P4/bbb5d23DY2NoTvLSxHBsJpAHcL0W63sbCwEGjQNR1AxPVaXFz0mOayCkrKylg3fVXbCiKTytz0w0CYXnq6rgvL4pPOYWS98EhGzm8+9Xodh4eHSKfTIz+jgI43yyXIOEyieXxh87pkghPZmgS1T5iUO0K8pYODg5EKAiCvIliWhVKphPPnz3usbgC1KsIk3lSFQgFPP/00AOD1r3+98kbsx2EKi8pgmqZ0L+GrjhSAyYJdEpwYhuFa3VCAoMpVklU2gqyJ6loFSdZkr0HVUp7ewia7vOhExbbCMAzXS/DMmTMTUxkcxxEK1fyoDKprIsO4qS9hQGSuTB0hdr4yC5mNUz6fh2maSCaTIx0hP3eAT3/600pJ8kl01ginAdwJQMZ1o6kDuVwOiURiJDCSyfEpG6BNolQqodvtotFoYHl5WTrwWHQBqhpfBpWAiyDjdfm1ClRBmRtbpaEAYdzG6hyZ5VKLYX5+XhjsdrtdlEoloTku3ciTIog3lSrCFJywYEUntVoNBwcHwoqhqIqg6zp6vZ6nggAM10TmsE+VHZX3KMIkvK4bN27AcRzccccduHz5srIogPWmmgZkD3JwcODaKvBtSRHfLZ/Pe6xu/KgMfhymMKkMYfK6pknWeFCAwIpO6vU6SqXS/8/e28VI1q3nQc+u/66fru6qrurq6Zn+euZ8PhaOkezEcBVCbAHOha1YNmD7i6IgIXKLwg1CQgoiERIXETcgIBKRAtI5Jicy4ihSlEQOFrKNCAQEihLH3zln5pue7unfqq7//9pc9Lx7Vq39vqv22r2qpudQj/RJ59R0965atfba78/zPC9bzaOuhed9NDI/ODjAeDy2CnbJMN3FGpt4XZsQnET5DPoEDv0eVQUnqisDnc3SfGVATtYocFNhEpzYBqKUlGwDuM8M6XQaJycnoaCEeBw612WxWGBn52GmZLvdXnpI+77PmgQCvCBiOBziW9/6lrMD0SWviwNt8KhzGClAaLfbSxUEIDw8nf4G/dzBwUFA0icvPFPrkXu92Ww686aSEMdIOM41ut0uKzihJEN9cE0mE7E9pI/eIWJzrVYTR0dJycR8Pmc/91PhddEDYpVdiMRh0s2ViRczGo1wfX3N7nup+kjzPyU3fWlfS0IJDq45TFKyZms4baoqjUaj0IN5Op2i3+8H85WjUhmo6qiKTkajEVqtFpusAXbzlV0ma6Y1sU3WbIMYqubRtUajEStUk9Zd7Qg1Gg28ePGCTdYkmyHTfGXp/a4jgVXxmM6aLbYBnEPMZjO8e/culN00m02kUilWop1IJJy0DIfDoTjI2jab43hd9HceWxYnN31yet/Z2Qm9P0lBSbYVegWBggKOw3R2dsa66dvC5E3lUs2rtwrigioGVKmlqsxisQhMc3VQwEAVBDVA4A7PXC6HcrkscphcIE4AZ/o+4iYmVJ1Tg3XVLJceXnd3d2LlVQ3IVDf9arVqlUz0+30MBgMr5VqcNXGVmBD/L2qyxr0/2sdS64+SDp03Rwpc3eqG/q607i9evNjImriaucrBlKxx4OYrEyS+NJ0nnucFvo4qZUQKarnXC4WC9b0eV7kadU1MMLlImO7NVCq15IWZSCRi8z23AZxDkMu8juFwaE0YlTYmjTrRszQuw40Lemia2n/qPD5T+VvPcilAKBQKgVKS+6zSwcpt9E0aCbvyBJKuoZorqwECGdfqn0eqItzf3wfcsP39/VBbUlpfmwkcT8mbKgpMiYnkpk/XpgDv/v4el5eXaDab+OabbwLRCQUI+/v7mM1mrL2KFDDYckrj8LokmNbEFdR7R63uzmYzscqotxEpqdjd3RUFJ+/evcPJyUnob00mE6s9uikRjqtkDVgOwunM6Pf7ePv27VKypqvXddEJUQl0TilVIrnzj6xaHotNGAm76iL5vo/5fI56vR6IdVSYFKrq93N3d/eodvY2gHMICqL0L4TjIcQFPTBdVO10YjOpJSeTCbrdblDR08vfnuctVRAqlQoWiwX7cDJxmLrdrpNDcRNlcXpo2mRKaoVQJTZfXV2x7RMgzGGiACGfz7OjdAA+2N3d3UUymVx769GV+740h9HEYdKDWfLCk4jNEofJ8x7c9Ov1eshN//z8HI1GA+PxGP/sn/0zpFKp4HDm1v1T87riWo/YcDWpuktVR3ovkkpyNpuh1WoFQ8FV0YmtIKLX61mLcGzhMlkztR5Nsy+5s1la35ubG0yn0+DeUduSBwcH4vpynN7FYsHSBDaxJrlcTkzWbJ8TUYRJwPJ8ZW7eKSBTGX7nd34Hv/iLv4jLy8uQ0wDAU50A4N27d1afxYRtAOcQo9EIuVwu8ENbByhDUQM4qmoVi0VcXFyEyvwmDlM6nUY+n0e5XEY2mw02+DfffGN1sEqIw+uK8xCyaRWYQFUujutGWRM9uKgKKt3gVB2j7yeXy6FarSKVSiGfz4vBFbe+7XabDd5MD4h1e1PpvK7HQLXA4Nz0OejrvorYPBqNcH9/z2bHvu8b+V4U4NC9FUeEE9c+YR2JCQUIxHHkgglp3WmgvO6m73kenj9/ziYmr1+/Zqu7cRXO60zWiNflwsbE8zz0er0gGFPvl8vLy+AM0YUowEdOKXGoAXOyxt3rtutronfc3t5arYnJNJdL1h4zHUjvCLXb7aVkTS9C0BlP1TNaZ64jJLV8p9MpptOpk4oe8Vpt9/U2gHOIH/zgB3j58mXsAI6qWrlcDrVaTfyZg4ODJT4JVXhITq4Tm6UNmM1msb+/b8XrinvgrqNVQLAdKTWbzTAYDAIumPpZm82myGG6ublBqVRaIjYTbILdfD7vbDoG/Q63Jq4qQXE5TGrVcdUEjtFoFAx11t30pequVL0ZDAZsEPGY9onOgctkMo/idUXBzs4Oer2eqCwHlisIFOxKLUn9/WUyGeRyOWSzWbYtCcj7muPbfmoRji1MyZqemHDzlVXoQipCp9OB7/uoVquo1+tIpVLB9WyFVBI+x2RtOByG9jVRRlShmtry5UDrropOKpUKarUa2u222Mrkqo/SfGWTCMdlZy1OsrYN4ByCInl6ANF/nudFcm1WxyFdXV3h/fv3bDa/WCzw+vXr0Otv3ryxIjZvgte1ypvKBmpZXG8xSAcod+Ob5vHt7+9jPp+LHCYX5peueV1cqyCOuIL7ebU9ls1mQ9xLyfKA/JaiEptNHCZbrIPXRX+LHmKZTAb//J//c/zsz/5s/DeqYDqdLgVii8UiNOFEBQVqagWhXq+LthVSsgY8BBk2a7PKjiXOdAzpOo9N1tRrq1Y3xCtVkzWuCka/RwGCNF/Z9/n5vzQhwUXASdfh1kTqskgweQmOx+NHGU5TQaHb7QYdIfU7UJM1/W+3221Uq1WUy2XU6/Wl6q6Jt+tiTSTYOibEwXA4xJdffmn9nrcBnEOk02k0Go1gk9KganoI2sxJpfK5C0+0VRJwrixuuzmlOYyryuKqWe4qYnOn00Gr1QoqV0RsrlQqGI1GVtnsbDZjpz2YeF1x1sSW1yVhlXJ1VeCuuumbWupc+4BaHicnJ2yGKK07R2x26U21ak1czRMG+AocDUInUIAgTSuQqgjEvaERcroXnk31URIyxUnW4lAZTLwuG9BMW47DRIku7WcKqqPM/yVOablcRi6Xw2KxYJM1QObg2fhnmhJYW0QxEn4sVGGS7oUncfB0ARslFZ7nsR2h+XyO8/NzMVmTvg8OcdYkbhdpXdOBqJIX5+9vAzjHuL29ZWed2YKyNhcO/FIJ2KWHWSaTwe3tLRKJBOumz+Hy8nLJLFdVPnGHJ3EbuGqmdFOabuJVA+IfC6lVYHpfJugVhPF4HJg4c4eeuu6qm75EbJY4TMSJdNEuWCevS70G8bSiQv0+VC+8brcb/JvnecHDJ5lMotlshpIvsq0ol8s4PDyM5NFWKpWQTqedVWk4uOR1xU3WdFBb8vb2NkjegId11pM1YFlBSd2NKPOVpepNMpl0Yq4MrIfXpSNOYuJ5HjtfWfLOJMFJp9NZOptN85UBOUmmKrGKuObKHNaRrOnI5XJot9srf06djiR13A4ODoL7h0DfT5yK3jaAe6IYjUYiD06CSd0jlcXVTaMGCLa2FZQFHx8fhyoIgFxFkGwrXLUKJDzWmyoKdnYe5nVyXA+a4EAVBLquSRDh+37ITR+AteDEVKXhOEwu1ySXy7FrYoLp+iZzZc5NP6ogQiU2FwqFoH02Go2wv78f7BtufafTqZVtRRxeV5w1cc1houBKd9NX3weBW/dEIoHxeIxsNhvilJqSNcBuvnKcZC1O9dHVHFrp/SQSCVxeXmIwGIS+S9PoKH18YiKRgOd5rKp9lYDNBi6TNVMXSTKctj23EolEIEyg/Uz74+rqijVYVvehOh0pm82ynbVOp4PpdMq6SMRJ4LYB3CfGZDJhDxLuEI4K3U2/1Wrh+vqa3SD6wUqt22KxiJOTk8jEZqpMuDCmNJXFJcS1T3hMWXzVPL75fI6bm5sQh8nzPPT7fSSTSdZNX+IwVSqVtWaaLknovu+ze5jUbDZ/ZzabodPphIjNzWZTNM2k6q7upi+1HqXXf+qnfgpff/31UgBHY7/iYFOCE1sOk251M5lMxGSCAggizVNbslQqoV6vW1XB5vN5aI4wYBac2J6Lm0rWBoPBygCOm6+svyfOow34yAHWrW4Ipqo6936lNbGdxiDBJMKxhSQ4kcyVJaGa7/tLLV/1793f3wdm0LlcLtJ85cvLS5EaxYE6Mq7mfW8DuE8M4htwmaDneUH2T47NwEPUz20andhMataDgwPc3t7i+PiYfQ/cxmy32+wB55LXJWETZXGqenBu+lEHUFOAkM/nUavVRJNLKWCwUY09pVZBFOjmymqAYPJb4tBqtbC/v79UQQAeBCeLxYJtC/q+70QQsbOzsyRcABCbdmDidbni62SzWTSbTeRyuaAtaTJvpdfpd2kyBL1HU7LGra+tmbgkOFmHCTcXdNteQ201qrYVs9kMt7e36Pf7xq6F53nBeS7NVzYla9xaxcG6eV1APMGJTmUgoVq328XXX3/NJmucgI24tur4RIKUTNDkmoODA6v3bIPRaORECEfYBnAbABEUDw8PQw/5TCaDQqGAVqsVOljr9Tp6vR5ev36NnZ2dYBO+fv1azLaksvgmeF2uYCqLm7JDfYYn8FD6pvaD/vNXV1cBoV5107c1F00kEphMJmuf0mDL65IgcZiizGHURSdS0NVut9Fut5eqeavc9AF72wpbbyoJUXhd9PCI24qMKjgBPgYIdC5wQQHHYZrP5xgMBjg9PQ1VEADePgHg191lsrZKucoFJa4qZDs7OyyXmM5FqryoZqxc9dH3/cA0l1rsaoCQTCatqo/SNI2nmqxJ3wclJtIkHN3qhqq73P7V1506QvV6Hel02kpwIs1XluBShLOOzhqHbQDnGPl8fonXRSTSZDKJTqeD6+vr0MY9OTkRB9fbZDAuWwWmA9eWw7TqOur7WywWmM1muL6+xnw+DwUUUlvn+voa+Xx+qYLgeV5gmMtlmiZpuvReOZg4TK7sE1wKTqi1QYITtcWwqvqoVhB2d3cxnU7ZNRwMBuh2uzg8PAz92/39vdW6mDhMtmuySrlqaoHpZr6roFvddDqdQHCivw/VjsX3/SUrIk5YYkrW3rx54+T+jJOsxWmzSclaVFCA0Ov1cHZ2FpDndQ4el5x0Op1gBJo6X1k6G3Z3d5HJZNa+Jq6StUQiISZrtkn9fD4PbFFUoVqn08H9/T0KhQLLwdOtbigh4JIJKXkej8fOxsdJa+JScGLqrLnENoBzjMFgwAZji8UC8/k8tMFdRuSbKotHuZHUFoMkPLi7uwtxmEj5RCOL9OzfxGHiiM2u18SVN5UEEpxEMVemAKHb7eL9+/ehwEIKxojQf3R0xHrh2VQf6X1sYk0e4021CqYAjtq/dL3b21sUi0U0m82QH6POYVLd9A8PD/H27Vur9ZVsKz6lCCcuVnGYuPnKHPSWGZ0Z+Xweu7u72N3djVzd9X3fqoLrktdF119nskb7hCpRq4RqnueFvB3p3+/u7rC7uxtYN9G+pOSES9Y8z7Oaryxx3dYpwon6vmwwHA5Rq9UC9b/6jJMEOFsRwxMGReQuNqGpimBrOyJlh+S87fs+66bPtVDUA1d106/Vauzhube3Jx6g/X7fasi3tCYueV1R5+vZgtqSNOrJJDjhDjZaQ7WCQODWfTab4f3792xbUoL0+da1JiqIz2Wj7ORAScXNzU0QxKqtR+IwAcuf9/7+HrlcLviM2Ww2OIS5KkImk0G1Wl07h9M2MYnjf2Vb9dCrjiQ6UQUnEgcv6nxlgN/X3W53SdEdBbZqXlNiYrvfTcnaKuiiE9WjTX0fg8EAFxcXS9UvJWvxAAAgAElEQVQ8oowUCgWcnJxEnq9Mvm42gpM4axJHhGNzbZsAbpVQzaSG3t/fR6fTwe3tbei5z3HYbbpBhG0AtyGQusVFMEF+VFE5TBQg3N3dLfktAXJLst1uo9PpYH9/P7KbvvS6ybYi7oB47hpxeV1RsYrDpJrlUoshiiBCbTE8f/4c7XabFZxI1UeJfxfHryuumtdmAogtVHNl3QvPZJ/A+U+RsIKzupE4TBcXF4GIAljNgduUCMeFRyTAmytTgHB/f49UKhX6zBxxnKo3xHVUvfDoHpfagnEeXjpMyZptAKCLcAiuxRW9Xm+p8kjtX+7cUBWU6plxcHAgGplTsvbixYvQv5HXW1TEEeHYQjUSdgn1zOj3+7i5uUGv1wv+XeXgqVg1X/mbb74JOkkcXBUPJGwDuDWAe6C4ILmrAcIPfvAD9gHB3fie52EwGARmofpBLXGYer2eE8WMqSzuktflwgKDAgR1Hh9hPB6j3++LprmqWa4aIEjZrMRhctV6jNMqiHONOHMYddHJdDoNKrvqmpAdydXVVVBdUd30Dw8PxfXlXicxkI2bPiGqCtUFr4sgJWsUdEm/Q1C98Dj+LfAxWcvn80v2CiY3fd/nR0f5vs8mH5vidblO1jgPMy5YmU6nGAwGuLq6CqqOOq9UP//ID+z58+dLVjcEm31tMhLeVAJrA1MXyVThpL08Go2C+1CqPt7c3GCxWCCZTIa88DzPsxL0DAYDtiPksrMWB9sAzjFGoxEbmKgbi3gxZPVxeHjI+tLodiEUIFA2y3EOAHnWpNRjXzeHiXguNq2COO2e4XC4xPWgm/329tZon6Cj3W6jUqmE3PQXiwXOzs5ETgeX5UqgNbFpFcRZE8mbKo59AreG6XQarVYLqVQqVN01jewCPprlkhceHbCS4IQ7cG1tK0y8rlVros9Dpd/hWkq2B7qp3UNnit6WlPavuu7UlszlcqhWq+wampI12we2y2RNWhOd1+UKaluy3W6j1WqtnHACLI+b061u6N851bXvP5jm2iTJq/YJd6+75FjHSdZ0kOjk5uYG4/E4SERo75A7gAp6nZuvLBUhSqUSstkse6+7WpP379/j5cuXTipti8WCFWuZsA3gHGM0GuHLL79cKs8CDxuG+uXEEWm327i+vobneazwQdqYVBbnYPtg3gSHiYKrOBVI3U2fc3qnKsXd3d3Suqsjuk5PT9kDlFtfUpm5WJNVPAzXrQIVUQUnvu8v2VZwn5N4HHolhtz0c7lcqIIgVQukdTfxulw+hOKq2Q4PD/Ebv/EbwWcknmjUOYzED2u1WktWN0CYykC/Txymg4ODkJs+YFelubu7+6QiHFfQkzUdutUNVXe5JFn3xqP2L53V0v7lAmFpvrJLXpcE19V2aZ+oyYFJqGaqPpKq3Pd9HB4ehqqcJncAbr6yBEpg1y3CcWUfRTxoG17rNoBzjMvLS7x8+VIMsGxcm0m5uk65s5rhrwt04yeTyZCbvqR44ojN1H7huAj0s9yNT2qrqNg0r0uH7cFO3K5kMrlEbB6Px0bBiRpoUAUsn8+zrd1yuQzP89gW2GKxcPLgWDevC/jYfosDar1SBWE6neIP/uAP8PLlS5aDx6Hb7aJer4fc9KWgloIPzk3fFi55XavsWGweatK15/M5ut1uyOqGkjXdzZ64Y7rVDSUdUrJ2cHCw9nt93ckatahtoYtOxuNxkKytMs2ltmShUBCFatK600ipdc5EjprARkGcLpL+cypnkcPOzg5OTk6sJtVsAzjHyGQyzsjLFOxwmabLA7fT6USSMFOLodvt4uLiIlCpEq6urtgSsO/7uL29RaFQYFsMthwmVzMHTWtyf39v1SqQvo9EIiF6mElttsVigcFgsERsBsLEcZXD1O12kc/nQ276tlWwbrfLlvDj8LpMa/IpOUwE3U1fMm/VH4yJRAKZTAY/+ZM/ieFwyLbOTevOraHJXNlVskZqXpuHZpy2vWqurAYI9DDVK2Hquuvq393dXdZNXxKcALCyraA1sW0T28CUrNlC4rp5nhdYg3DVXan6CHyk9JCS3ZSsSdXHOFQGKVmzfbZJRsLrmA6UTqeXzozFYhFpXq9K6Wm1Wmwhh6yzbLAN4BzDZVl8OBzi9PTU2c1PJWC1xdDv93FxcYHhcBj6WY5jQ8EpN4+PfJi4TNPzPCvbCgl04K6zVSDN17PFbDbDfD7H2dlZcC0VVH3UX7+5uUGxWFyqIBC4h1a/30e/37fi0tjaJ7haE8D9zFW96kivDQYDI4dJrSBUq1UxqF3FYXKBTQlOJMPpVdDd9Kmyy63J9fX1UgChzleW1pFbd7oHXHPdVLjidQFmw+mohq6kSL2/v8fbt29DAYgqOFGRSCTQ7/dxdHQUmOXSOsehMrgaEG/rmBAHdJ5ETUw4oZraEeIwmUzQ6XRQr9eXrG6SyaRxHir3+t7eXpDYq+AC81XYBnBPGKPRSBwdAoQrCIvFgrVPAB44TNPpFKlUaqktubu7a+23NBqN2CrjU20VSIcOmUOaOEx6i0GyT+CqN8lkEolEAslkEkdHR6zyUQoYbIKxx/C6dMRpFcSxHtEDOEoqOp0Ozs/Pl/y8VPsE/f1cXl4ik8kgn88veeGZBCdSFUHCpnhdrirLpIDkOEzv379HoVAI9jN54enJmkpl8H0/sFMgN/1kMolyuSwma9y+tp3A8Sl4XSpsv1+V66baVoxGo6Vzg6uC0fsjoVo2m8Xx8XHozDAla77vWwfnnzJZe2wXiRK18Xgc7Gu9kivN/22326hWqyiXy6jX60HQvSpZczFfmZ6R5Dn5GGwDuCeARCIRqGr0h0Sj0cDr169ZBaVqyEgtBunwLJfLSCQSTjJNCTs7O7i+vnbyt5LJpFgWj9NSUs1yqcXQ6/XQbDaDB4R6oKgHq9piGA6HViNgptNpwP97LNbB69LxGMEJsGx1oz4Y1f07m83QarWWWijEW0omk6EKAv07t77pdBq1Wo0VnEjtk7gKZxdkZenauVwOrVYr0t+gCkK/38fl5eVSBQF4SNY4rhv9G+emD9hRGfL5vLNkzURliMPr4hAlWdPh+34QgKltSTob9N8bDAa4vLxEuVwOWd2Ykgapqs6dGXHNlTk8BcEJwAvVuPegV31VXlkul8MpI1QzCSK44sgm1mQbwD1xFItFdtNI/W3iLRF5VL/hpBvfhths4nXZZkISr8vkTWULqSzOuekTpOojCUqo6kgBwng8RqvVYpVN0o0v3cgueV2rlKvrJP7SPlSrNOSFF6X6mEwmg0P18PAQJycn7IPozZs37Prafr5NCU5UXtdjoA6I173wzs/PQ4G4VH0kbpxudQM8JGtUIeNQq9Ue/TlcJ2tc+8gVh4lGGJ6fny/dj7RmkpDq6uoqODN0LzxTsuZCcGJK1lzzulypKPWqI6nbm80mut0uW4TwPG+puru3t4f5fC4mazTUXke73bYKsladsa7WhMNoNHJylgDbAG4t6Pf7Vj3xQqGAfD7vrGwtlcWlcSe2eOwcRqogqMRm/d+pWra3t7f0d6kyp5vl0vWlbIsriz9VXpfpGhKHiVt7ajGoxGa19Uj7RD3MyG+JrqcGCFIVQao+mkQ4tjAduBKHKQ5fR+IwSfvE9/1QBWE2mxlbN91uFzs7O0sVhFqthslkYlUFm0wmbAVsE7wubjpDlL/FgR6aq+we9AkcBKlyTkgkEoHSVlKwS+vOJd0Sr2sTCawJcagM+iQcVahmmq+sJxRXV1dIJBKsUO3169dW54bp/domeHHWxFWyRntET8ooWcnn80GCkE6n4fu+9Vm5DeDWANtNMxqNnBD8gY8mojatAgmrDlw6ZOhQnUwmkQdQU1tSmsdn4jDN53Orjf5YCXiU34nSKrCB+vCnAKHf7+Pt27cYDAahn5d4PP1+H41GIzDLpb+Zy+WMHCbOTV/Cp1gTgqvEhPhHZPqstyU581Z6nXhLqheeFHT1+30MBgO2Ciato+m+teV12YLu8bjJmg5ddEL8Uq4qoVcfVbPner0uBl0mDpMtSZyDlKyZ1iRO277X68X2MFOFarqRucoTowknKohHqo9PJHDrTkUIm3s9zppIjglxnm3cvWNyB+Awm82CBGxnZ2fpOVYul1EsFkMCQeChCt7v9wM/WKoK2wS0wDaA2ygo8tZbavP53FqGLYEemjZWJovFIthM1JY0EceJw9TtdkNu+qYqGPf6YDBgP/9TMRK2ucb9/b3479RO0InN+s8AHzlMFAiQ6ISqjlw2a1p3rhITR3ASh9Qdlde1ClJiwlnWUIBAxrWAmThOGI/HyGQyQcCrj/SSqgg2xGaTN5Xtfjcla65Aqm89gOPmK6vEce590Ou61Y3v+3j37p24jtJ+5+AyWZOwicSEzJV1oZrv+8G5oe8XlcpAnNKdnR0cHR3h4OCAPf+kc2M8Hls9Qz6nZA1YFpzoQjXT/Gp9zVOpFL7zne/gJ37iJ5DL5Zaqsr1eD69evRJdJFxQELYB3AZBD0zdgNKEqIc6BQiTyQTX19dot9vsDa7D8zzc3NwExGbVTT+RSOD58+dWHCZbbIrXpbcKCHEyt36/H9zwaovh8vKSFRNQ9VGtINRqNVH9a+Iw2Zg8muDSm0riMJkMp1etu+6m32q10Gw22aqHvq8pQCiVSjhliM0An0xMJhPc3NxYOaFLgYHk17UOb6rH+E6qEzi4Kj1xmEhwogYIxD3UrW6koCCVSonO+0+R12Ui/0vJmkRlmE6nuL+/X7K6obNX3ydqIEzJmypUM7UeudcXi8XaE1hTsmYbPJumA5n2iW51o3eE1PfR6/VwfX0dVPNUodpoNLJa39lsxgauFECvE9sAboOgDGVVAEcPoJ2dnUCFSuA4TACCACGXyyGVSomD0iVBBNfS+dS8rjjgMjduDiMFCL/yK7+CZrMZetAeHh7iu9/9LoDlG//+/h6z2QzVajXkhSc9uGxtK6hVsG5vKqlVEKe1IVlgSG760ugo1bZCtbo5ODjA/f29KATi1l2yrdjUmkThdT0G5NdVLpdDbvqUNEhVMOBhzckLL5/P4+joiBWDmDhMNp/PlKy5rLa7Uq7q5spqgHB5eYnZbBYKeqXqTafTwcHBwZLVDQDs7u4ilUqJvFab+comKoMrXlcikbBO1myRyWRwe3sbmOaqQZs+QQb4mMTpVjcmKgMlaxxVxJbKIAlOyEZqndgGcGuCupl2dnaCzVSr1diAiB5Megsok8mwh2c2m8X+/j6bVUlu+nEfQptoFcSF2mJoNpsYjUbsmugHKwUINKpIb2tLQVev18NwOBRdym2xiVbBeDwOZYK2ii2yXSFis/pZR6MRxuNxaE1838fd3R3K5XLITV+qIkgcplQq9WREOFFg4jBJ+4QqJWoFgQji+j6hh9jV1VXQ+qUKAlXkpGRCqtJwVQ+6lgu4TNYkDhOXrOkgs1zV25HD/f09er1ecO/oakmuumuiMnABlInXZYs4iYkEk2goil+hKlSjgFr/viTvwdlshtlshhcvXoSEatL+9X2f5Uub1uRTCk5cYRvArQGLxQJffPEFS1L0fd9KoSrhU/O6bIMVumGksrjupg/Io6PUAzeVSiGXy6FQKAQ3NufvIwVkxN+JCpcZfjabFdfENf9vZ2cn5IW3qgoGfFxz4irpFQTg4YF4fn4ucpik2X8cXPK6VlkFcK1SF8EKPYDIo43McgnS6Ch1AodaQTAla6aAwQZPNVkzcd263S58/6NXm87B08HNV65UKqJtBSVrXHfCdr4y4C5Zk64bJ1lbdc7oopP7+3tMJhPs7e2xVTAVqk8pJ1QDeHcAEpzYGDib1mQTyVq/339UtZ2Sg2KxyO4TCdsAbg3o9XqYTqdWXDcJprK4xOuy3ZySh5ltWVwnNk+n0+C9dDodtFqtYIOquLq6CtrGeoBgU0VIp9POBsTP53ORw2TbKlil0rT1MFPNckl0Ij20SHBCPkmqF56tbcVisQjMolXENVfmEIfXFccqQJrDqP5NzrZCv5YqOCGQF146nWbd9E3Vx8PDQ/b92iZrcdbEJMKxwapkTQUpftX5yiokIVWv10O73Ua9Xg954ZmoDDbBrksRjonXtY5kTQcnVAPCVAZgeYyi5y0PYa/X67i4uBCTNW59O50OG7zFMVe2hSlZcwV6FgPh6Ug65YM+F5k7Ax+rhMPhEIPBgBXhSNgGcGvA2dkZXr586SSA831+LE6UVkFU0CanjEcNEDjlDWVbevXG8zwMBgOk0+mA20E/MxwO0el02AeU53l49uxZ6HXpJnbZKpBAWf26ZlOSbcX19fWSWS79mzSA+v3794FtBVUQiGsh8R6/+eYbMWCwgctWgSmobTabbIvaFsTXUQMxapvobXO9+uh5XshNn1tDIvBzLTDJTd8WpmTNFjqvi/BYDpPqhXd/f49Wq7U02oigc5goQEgkEiGzXILEYbq9vTWOGowKSXDiktdFat7HGk7TBI6rq6ug6khrOZ/PQxNOCNfX10F1VxWqSUFtKpUSPfM+pQgnrvWIDfSqIz1nb29vMZ/P2TWhKRHEKS0Wizg4OBDnpHqex85Rnk6nODo6ipw4bAO4NYAyFheglhdXFl9VGtedsSX7BOLb0EOTAoR8Po+DgwNrE8ZSqcS2T1w5t5u8qVyVxkejEV69erXyPVMF4fj4GK9evcL3vvc99qHFBaPpdBqDwQDHx8chN31TFYEjNm+iVZDL5axbBav2aNTEhHhLt7e3oba3NHqn1WoFfEXd6gawGx1lCjhteV1x1kRKTOJU2tRkTQfnpm9K4gjUlszlcjg5OQn8B7n3y63vaDQS+XfrTtai8rqiwNS2J3NlChDUJJkDJ0RJpVJYLBYoFAqs1Y2UrPm+bz1f2ZUIx7QmrVaLTdZszy3PC5srE6+TKC9qRwiAyH28uroKnuGqF16pVBKTNcDew43DcDi0Skq2AdwakEgknD04h8MhXr16FXAb1EOu0WgESkmCeuASsZkqCIAsg5bK4lIFQfp8UqvAVBaP+xByWRZXeTHkjC0Fr41GY6mlNh6PsVgs0G63ccoQm7PZLCqVCptpkhGkjk+9JlwgQWq2x/xNajH0+3384Ac/CFXz1P2rXj+RSAQCFbWCQOD2dbVaxXg8tuLgmd77OkQ4+t+SkjUbkOiEAlg10KH/TwpnXUFJFQTdTV8KCjgO02KxEL3ubD+LCxHOKuzs7GAwGFgHcLrVDQmiuPdHghOqtBNlpFKpWNtWZDKZYLqECtetx8fyugiS4CTqJBxpvrKKVquFwWCwtE+ouptMJln7GlMRghuv6Noxgfu+bP33tgHchkABQrlcxosXL0KBkWSPQNWws7OzYFaqCpsqQhy/LlvE5XXZXoNrT1OA0Ol08O1vfxu5XC44NNSgS0WtVgvGc6meY/P5HIvFwkpwsr+/zz5YXPh1rUKcVoEEailJcxi5FoNpADXwMVCgtiRlttwEEmn/zudzq4esS15XXG8qG+gcJjVAoEqwfuBL697r9XB4eBiyupnNZnj//j1bxfU8z2qOp8lceRO8LltIQV8qlQpMn1WrG4CvgtHrKqeUWunZbBbValW8111RGVwla6s41i5AQo1kMrlU3QVWC06A5Y5QrVazTtaI1mODdSdro9HIidvANoBbE0hmTiCS4mQywcXFBTu0+u3bt+zBd3p6ina7/ej3FKcsHudwub+/f5SHGQUI/X4f5+fnbKvkq6++Ym/+g4MD/OhHPwoeeup6ckFXt9vFZDJxwleUYOJ12T7oJMGJOqQ7KubzOQaDQXCo0u+322202+3gAcEpKHU3fZMaknt9PB47e0C45HWtUq7GSUx0YjO3byn5uL+/XzLNpQBhf3/fan2TySSKxaKTZG3VmnDBikvrEYnGoL4vqjqS/RIH1TRX5eAlk0mMx+OQ1Q3BVH3k3u+61ySXy1k/D0zBK+dhJiUmdDbTfGXVikMKxnq9Hm5vb1GtVgMO3iqhmvS65KtmMleWIK0JnaXcmrjqIlFSsg3gniju7+/FwfXcAUrtoeEwPDfNdnOYDlxXZXG6jqksrrcYTAOoub9DWdezZ89YXplUHbOx+SA+kFTRs8GmBCe6ufIqN31JQXlzc4NSqbRUQQAeMtZut8sKTgB7rsemRTjrQC6XC2ZKqm76wANnRqo++v5Hs1wKEACIghNpwonUujZVUNYpwqFrSBwmWxDXDUCount1dcV6dunnBlFGSqUS29otlUrIZDLs+SfNV45DZXC1JqZk7bEeZqoX3g9/+MNI3pnAx0k0R0dHIU4pYE7WOKGaLVwmsBJMhtM2IKEaTTmijpDvP5jul8vl0H1Nbd+o2AZwTwQUkXMBnCvQQ4iDKTvUKwiLxQLNZhOTySRUkSAOExGP1RbDbDazavlSdcwl30XHaDRywpECHg4qaQ5jFL8l1U2f43qQyvf9+/dLFU5VlSqNPpOCrlqt9lnwuky/YxPAUVLRbreD6i79XZ1/p15vsVig1WqhVCqFrG5sq4+b8qaKw+uSYMthms/ngY+a6qYvVWmookMPOt0LT6qCca+TZY4Ok7myLR7L64oC2ieSN5/KKaW2pCmZUEFn897eHqbTqRhcceu7WCxEHpitCMcWcZK1uMpV+owqZUR6fkpUhr29vUAZrHeETk9PWSWqTYK8DeCeCIbDoZVKyATK0NQMQuWHkZs+vQ6ER3MRiNhMZrnUYiBLA0lBZFul4RCnVSCB1kPPXDmFW1wMh0McHx/j7OwML168CMQQwLLgRKo+6vP4OAGFicPU6/WsbCs+tTfVY6ASm2muYa/XW6kAprZkMplcChAIJg7TmzdvnFh5xOEwxSH/S63EqN8tKdlnsxnOzs7YlpoUkN3d3QWVB91NnzsbKpUKptMpy4mUEGdNpMTEdr9ToMYla7YgJbs6gQMAm6wR6NwgTunu7i5qtZqRmC8JTs7OzsT3ZQMSnLhYEwmPqbbrk06kZx4JTqiYolJGdnd3RfNhbt3fvXsXXG8d2AZwGwYFDPphyPEQOFCJlYwVuYf87u4uvvOd7yw9IDzPCx7UnJu+KejiiM1kcrnuVoGrsjgFEVFbD1TVqtVq2NnZWQryJMEJScxfvXqF2WyG6+vrpevZVB/X5delYlOCE9NDU606Eh9EmsBxfX0drAmZ5VKAYKrScPeIRGym1uPnJDiR5jDSGaOLTlYJTlSk02mk02lkMpmQ1Q3BVN3VYaJ3SGtiGwBwCSywnsREDVYoQGi32zg7Owvdp1Kwe3V1FVTQVS88U7IG2FVqbMyV4yKO4bQE6XsiOyqiG6mik1XVR30UWjKZxMHBgWhfw62vNIFD2qN/9Ed/hJcvX24DuB8XENeNpPH0XyKREAODRqOx1OahbK3VarE8sHw+j1/4hV9g23CTycT6Blt3q4DjdblCJpMJRpRUKhWW6Mqt+3w+RyaTwWAwQLPZXDqMVwlOJKm7DTbB61K9qR4DCsRub28xHo+XglZqS06n09B6qRM4dDd97vAsFovIZrNW80Vt4UKEQ5A8zCjokn5HgmqWS2767XYbnU6HreapAYOa9NnaVhBp3UUlZZ28LoKJwxRln0yn0yX1L/e5SfikVgwpQEin06IJLre+iUQiUMOreKrJmonKcHt7G6lKTWdGt9td6ggRbm5ugskvOm5vb1EulwOzXPX+stnXm0pgXXcfVGwDuDUhk8mIm6bRaAQeTXqAYGNbIRn+ueR1mVoFrrNZE9eDzHLJC88U7KqgCs/NzQ08j3e/Bvj1TSQS6Pf7oddNghNXMAVwcZRQkixeDTbVAEHnawD8vEMCtdo4YjMgVx+Pj4/F96xjU95Uj1WGESTD6dlshsFgsOSmTzDZKqhmueSFNxgM0Ov1WPqF1NYxBWKuBCemSpuUrLlUrrbbbWSz2ZCbvqn6SK+rbvq1Ws04r5Nb38FgwAZvq9S8Ty1Zk74PNTFRhWqDwQDv3r1j+W7cvqYqt2qWSzAlawCsWu0SNpWsrXPI/TaAWxMmkwkbFKRSKTQaDbx79+7R13DJ61p1uLgoi9M8vtPT04CHBCAYo8PZBTQajSBDWywWS1543PpOJhPc3Nyw2byrB8QmBCdkPWILjthMa0aZphQwqKKTarVqNYGj0+mwLRrA7YPZpTeVNIcxCqLYVkgcJqqs6Ga5BKmK8OLFi7ULTjbFYYpabTfNV5Y4TIvFIkhAVM9BCtptqjT5fN6ZCEeC6wAuTmKiz1deLBZiMtFqtQKagUrpaTQamM/nIpWBe12iK5AIZ92OCbbJ2irV9yphEvGcd3Z2RJX/dhLDE4DEdeOMdOPCltcVB/TQpLK4GiD82q/9GttaOTw8ZNuIBwcHODs7w2g0CsxyCSbTXKlqxsHlmkg3q0vBiWSunEgkgja5WkEAzFUE4KNZLgUIu7u7SCQSbKYpcT1sJy5sgtdF7TcbrFKuptPppQfXbDYzjjZSQe3fYrHIVmmm0ymurq5YDulsNrMSMZi8qWw5TKvWxCZZi1qFpzPj29/+Np4/f47vfe97oZ+RbCvoe1KtboCHNanVamzSkEgkWDd9W8QR4cS1HnksKEih9qMenEijo9QJHPl8fkl0wp0NlUoFs9nMyRxaCSYRji1IBcsla3G6SFxHKJ/PI5VKsWeg2hWipO/+/h65XE585kXFNoBbE+im51pwLq+xu7tr9eCkDUvE5qOjI+zs7ODk5IRtmwHhKQY0taBWq7FcMGov6CBbgXWvSblcdhJM0IGof76oghPgIy9md3cXL168CAVqquBEf7CSF5vupg/Ycz1sWwXSwSZxmGh6gwtQNmvTepjP5+h2uyFisxSMEf/m4OBgyeqGrmlTRWi32yxfx6UIh1r2NmsSxz7BxGEiVWq9XsfOzg6y2SyOjo6WlL50zVqthru7uyC4VKvCd3d3VvvX933WtiIOhynOmrhSrtI9op8BJFhS/y4lFSbbCg4UtB0eHoaEagyln0kAACAASURBVKbqoySU4GAyV7aFJDhRRTiPhWSuTF54JFRT71+pCEEdodFohPl8HnR7VnXWbAK16XQa+RmzDeDWhB/96Ed4+fLlWoOV0WiEw8ND5PP54CFEh0Oj0TDO8aQAzvf94KDtdDpiW5DbgLu7u1aH2CaCWq4FFBdUjRgOh0GGShykqBw8yoRpTqL+QC8UCvj5n/959kD0fd960LOt4CROtYDjMLloKVFbkipXEjGfuxZNuuDc9E0cJs5N39WauMTOjrs5jL7vYzAY4Pnz50EFgaA/uGgtKFCbTCZIJBK4v7/HeDyG53ns2WBK1lxyZ12IcACZw/QYcYVqlkvV9F6vx1bz1IBMbUuWy2Ur2wrqbrg4A+OIcGwRJ1lToXaEfvVXf5XtCKXTaZRKpRAlZbFYBJZNekdIKkIsFgu8e/du7Z21qMnaNoBbE+gGjAoKECi7VTchPZC49lG9Xg/GIbXb7aUAwUYQsQle12g0clZ2H4/HrEEkF8CoUDkIdMhJwRjxFLrdbnBI0FiYRCJhtb75fJ6txgyHQyeEXMDM63L50FwVrCwWiyXbCql1w82ZzGQyyGazSKfTVg8uAKxw5ynyukyQpnmQfYIKChDa7Tbevn0beqj85m/+Jlup2dvbw93d3VIFQb0+9+CSAjUJLpM1aU1cCk4kc2XgoSJCya0qOpGSCbKzUDmllUoF1WoVg8GAtVcB+OqjSf1rm6zFqT5uwnC61+uhWCwunRmTyUTcv1JHiCg6XOXu9PRUFKr1er3I73dTnbWf+ImfiORmsA3g1oRUKoV6vc7KoLmAgfgtFCCom7DdbmM+n4ttQRflbColu8B8PmdbalzrLQ4oIDk6OmJ5QabqGB0SrVYLk8kkOIwlwcnh4SHOz88f/Z4pQ9PXxCQ4iXPgcq2CuNArCIvFArPZDK1Wix09RoeqWkGo1+uYTCbsw4nWl8s0u92uld+SBBOvy7X1SBzoopO7uzt2TwNhDhMFCNlsFsfHx6F7Sxo3t7u7i2QyyZ4nrh7OcZI16fuQEhMbXzfqOHS7XVxcXIQSv36/j8vLS7aad39/j2q1Gpjl0v1qK4hwyevaZGLCBbXSupNQTeWUep4XBCN6S9f3fVxfX2MwGITmK5vGJXKvZzIZZDIZZ0E9h00EcKPRKDLHehvArRF3d3dWG5BsAXRsitflyg+HHpirMht1BJS0YblgzPf9IEi8uLhgy/nSunPVoE0KTrjAxxVIuaq2XYm31O/30Wg0lg58z/OWJkSoIP+rYrEYVBAoQJDmdQJ25qImvy5XsPGmWgWTubKu4qMAIYogQnXTPz09DeYk6pAChn6/b5UYkc2QC+K8lJi4StaA5cREd9OPOjoKQDCLUjXLJZgEJ77v2ykDI5grPxYu3QE4zGYzTKdTnJ+fo9frBcEWQao+3tzcBGdGuVwO1iCdTqNer7P3eiKRsDo3JNAZu84AbjQaOTlLgAcebqFQQDqdRi6XW/ouo56J2wDuM8C6eF2uQGa51Jak/7gxWGpARhWewWCA29tbowqV8yT74osvnHAxyNeNC55dgWwC4gZwVEF49uwZXr58GeJz0Po0Go1Q6X0ymaBaraLdbrNCFe7wLBQKyOfznw2vy8RhsvEwo/bv7e1tYJZLuL+/R7/fZ6kRkps+YCeIACDyumyrK1Kyxs0wjouoyZoOMsv98ssvkcvlAiNzPfDyfR+ZTAbFYhG//du/HXLTl2wrANmUOJlMhtYyDq9rlaXEuhOTVTZD+qQT0ySI+Xwe3Due5wWUnnQ6jRcvXrBdAmnduWR8E8maSzoKiZJ02tJsNgslJtRxKJVKOD4+RiaTWbrnpI5QsVhEPp/H7e1tqCMUNaDdBnBPCHF5XTaQuG40amt/fz9EbF5F2KdDggIEz/Pw/PlzvH37lv09LlCTMtPRaMQaibpqfwEf12SdAdxoNAraL/QAItGJSXCiVmrIC+/6+hq3t7dspilxlWxbC3F4XXGMhF17mFFwpbrpm6o0+utk35LNZgOzXAIR8yWqgXSfSIhirvwYrCNZ0zGfz1Gv11EqlZDNZpfUqKZzg8YLkdKS7n9u73qeh5OTEydVmnWKcNRr9Ho9Zx5m8/l8iR9GU02urq7Y5EQN1PT5ytwaUqLG3eudTocN3uJQGdQB8Spsz3JTYvIY+ojaESJBFHdm6vva9/0g2dPHJxK4fZ3L5VAul2PTL4AIAZzneTkA/yuA7Ief/9u+7/9lz/P+RwA/+eHH9gDc+77/M57nZQD8twB+DsACwL/v+/7van/z+wBe+b7/0x/+fxbAfw/gTwC4A/Drvu+/+fBvfwHAf/zhV/+q7/t/88PrLwH8FoAKgP8LwJ/3fT9sAf0ZgQIJzsk6KogXUy6X8eLFi1C2QIPo9RvJ930UCgVcXV0tmeUSuA1Inll6+8QUcNrerLQmrsZ2SdewVbIlk0mUSqXghqcDxSQ4aTQawc1OXkCrJnBIHnjrbhXQrFsXyGQy4hzGVUHfZDJBo9EIuF5clQZ4eAglk0l8//vfBxB207ep0iwWC/bhG9dcmcNjjYSj4Ouvv440h1HlLEoVjMPDQ/a+ptF85+fn7D0q7WuOVzoej1kSvssENk5iYqv6lhITmsBxc3MTcEoJqhWLes1ms4npdIrd3d2Q1Y2p9RiHyuCq2r5uwQmZ/0p/TxWqkZVKFNcAtSP05s0bZLNZ0cZFEqrZVHFddNaiVODGAH7B9/2e53lpAL/ned7f9X3/1+kHPM/7awCoX/bvAYDv+/+i53l1AH/X87x/yff9xYef/VUAer393wXQ8n3/S8/zfgPAfw7g1z3PqwD4y3gIBn0A/9jzvO/7vt/68DP/he/7v+V53n/z4W/817FW4YlgOBxif38f7XY74MXEsa0gtRTNoNQhKXI8z2Pbnqb3u25eF5GhH5OlEDiuGxFn6/U6y3fT3bLpYNrf3w/I/Dc3N8HhS4pVia8oVSVtQIorFwHWfD5nuX6mOYy2QXg2m0Wz2cQf+2N/LGjLEKSAjOws6GHebDaD/83tXeLYcA8u26kkkrnyJryp4oC+DxJDfOtb3wrW+dWrV2zVg84N4jatmq9MHDFOSR1n1BaHTSRruVxOPEuiBInEKR0Oh+h0OvjhD3/ItmQpIFPvlVQqhclkEjLLJXB7d39/P7C7WBdMIhzbwNmUrNncO9Q65zpChUIB9Xqdfe40Go0ls1yyygLsXBmSySRr4RQH6+ysrQzg/IdPTwFX+sN/wa70Ht7Bvw3gFz689FMAfufD7157nnePhwDsH3meVwTwHwD4iwD+lnKZPwvgP/nwv/82gP/yw9/9RQD/wPf95odr/QMAf8bzvN/6cL2vPvzO3/zw+08ugKMAgbIB4ONwesk0N5fLLR0S1Ja02YCA2wHRHB7L61IhlcUpKzdBbUvmcrmgWgAsH0DlcjkYjUPXpNZEt9u1roJx1Zg45soSXHKYpKCLgv0oY3x0vyU9MJKCsXQ6HXCMOp1OKAjg1l2ys/B9n30YmIwv4ypXuSqctI5xvONarVboIUEBwt7e3lIFAXgIarm27+HhYdC6UdWsi8VCTNYAu/nKm0jWhsOhs2RNMpwmc2U1aCXRydXVFcu11fc0cX4PDg5QKBSsBCez2cyq0uVahCMlay5NuFVzZVXJ/uu//utsZVLiPlYqFVxeXoasbmgCx8XFBfsepNc5rNsxAXDTWZMQiQPneV4SwD8G8CWA/8r3/f9d+ed/BcCV7/tff/j//w+AP/shyHqBh7boCwD/CMBfAfDXAOhko2MAZwDg+/7M87w2gKr6+ge8+/BaFQ8t25n2Ovfe/yIeAkacnJxE+bjOkMvlsL+/Hxyo9AWOx+OlioKOx47XADbH6+K8t+JgPB4H0wgo4KUAgVqPKtSyuDpQmaqX3MO/WCwil8uxZXFXGa6NBDzK31oHh0ltMZTLZfzJP/knRcGJerBSAHdwcMCaWQJmDpOLhz/xuta5r8km4DEcJgoQfvmXfxnNZpMNuKnKqCcb1Wp1ySxX3fvcvqaB9usW4ZRKpU+erOmYzWbo9Xp4+fLlkpt+uVzGd7/73YATySkoKemr1WqB6MSmJTkYDNDtdp0ZCXMVmXQ6bf3gl5IJol1wydqqNrFqdUPejlySPB6P0e/3UalU4Pv+Eq/M1pUBeOhofCrHBFc869FohL29vUjdLSr4RA3yIwVwvu/PAfyM53l7AP4nz/N+2vf9f/Lhn38TgOpD8DcA/AsA/k8A3wD4AwAzz/N+BsCXvu//Jc/zTrVLcLvHj/E6997/OoC/DgA/93M/5475HgHUxtSxiVYBbRoXoOqGXs2TPMwymQwKhQIajUZwINNNTtVHAt0khUIB+/v7uL6+Rr/fXxrDA8hVMFtzUZcS8E8lOAGwFOjmcrngQJNa7YeHh8H7UlsM19fX1oKTUqnEBm8uWwXSz28iMaGHDRD2wpPsE7766qule50CuGKxiE6nI6o0pf1r0x7fVLLmKjGhQE3lMBFlZH9/n90vktCnXq/j9evXITf9YrGIP/Wn/hRb8TEFahIkrputB6e0r8lIWFc4rwqsbEDtY6rUqvepGpCp19bnK5MXHmCecCJxS22wCREO+dzZqqgleJ63lByoQjWO76ae12pHKGpsYKVC9X3/3vO83wXwZwD8E8/zUgB+FQ9VNvqZGYC/pHygPwDwNYB/FcCf8DzvzYfr1j3P+13f9/80HipoLwC8+/A3ywCaH17/08pbeA7gdwHcAtjzPC/14XrPAUSvm35ixGkVSDcrlXo5ufNjPMzUTbi7u4tyucyaF3IBA43Y0aXRBEkleXBw4MToUlqTp1gWTyaTQTtGrSDQv3GCE2B5AofeYrARnAD2HDEJ62wVqNewrXiovKVvf/vbS35g3/3ud9n75P3790GCorrpS7YVkunoaDRy5iUoIc6aSJCStShBuOd5yGazwbkhJROFQgG1Wm2pmkffT7/fZ+crA3KwywVpLpM1Wg9bEY4NKFGLMr2HeM7tdhtnZ2fBPU3fj5pkqO+PxiUWi8VHz1c2DYh3BVMC6/IaknBHFaqR1Q0gJ8mVSiWwLVI7QvT92FQfo+7dKCrUGoDph+BtB8C/hgcBAT787z/0ff+d8vN5AJ7v+33P8/51ADPf9/8pgH+KDxy1DxW4v/MheAOA7wP4CwD+NwD/JoB/6Pu+73ne3wPwn3meR5/m3wDwH334t//lw8/+1off/Z8jfeINw1WrQAJlKZIzNAUI9BBKJpOsDBpYVpqpHJF3794hn8+z9gYSN08a6eKS1yWBbnwXWZWJO6aWxVXRiS58IHA3/nw+D0jg+jw+QBacALCym4jr12UDVYTzWHCCE8978Kfa29vDYrEI7ReTHcvZ2VlQRSMvvG63i3q9LlobuLCtoAeEKxHOOpI1FTQ6aTqdLlUQgNV2QvT7RBnJZrPGZI3jKtnOVzYla64SE53XFQVRAhm1LdntdtFsNkP3DsfBI85vOp1Go9FgDYOPjo7YPfHmzRsnnRnXU184EJ/4saCk4vj4mOXJNhoNdq9UKhW02212OhK3r+ked3GvR0WUu/4IwN/8wINLAPhbvu//nQ//9htYbp8CQB3A3/M8bwHgHMCfj3CN/w7A/+B53g/wUHn7DQDwfb/ped5fAfB/fPi5/5QEDQD+QwC/5XneXwXwf3/4G08Kq+TONkilUoGUXC3FEtGZe2geHh4utYDUAEHiKklzEF3NMF0Xr0tF3LI4VRDowZXJZJZajzoODw+D70IXndhkW+PxGPP5XFR9ugDZBLhsFcRNTFTRieSpVi6XQzQDajH4vs9a3QB2thXDYfSZgwSTPc4mEhNTsqZDna+sVhAAORgjfuTFxUWoggDYVRGe4prEwc7OjmiuTHtStboBzOrq73znO0gkEktWN2Q/ZFMF6/f7bEBiEuHYwsSn40Q4cWCahEOfT29LRnVlAB7OJaqKXVxcRK7u+r5v1RFyKcJZLBaROkZRVKj/L4CfFf7t32Fee4OP/nDS33wD4KeV/z8C8G8JP/s38MCr01//EYB/2XSdT40//MM/xMuXL4MATg0Q9LKtXgWjnyfs7e0FGZrqpp9MJvHs2TOcnZ2Bg/Q6h0/N63KF8XiM4+NjLBaLpQoCYK4iqBwEChDG4/GSAEWHdOPbYBPEfJeCEzJXns/nSzw8ctPn9oq67uo4pGazya5hsVhENptlD9BcLuekTUvmyhxs9zvH63IFOjNKpRKePXu2csIJwTRfGTALTlwYLG8qWSPRyWNAQigyyFZbyP4H01zuu/1zf+7PBUlvs9lcOV95MBig0Wiw80VtIe1RFyIcFdz5L3VYVkEVNZBQTXcHUKHa3ZBi/vr6Gul02iqZyOfzKBaLVmez6QzYRGeNM5zWsZ3EsEbs7Ozg9PR0qQw8Go0wGo3QbretqmA0zP5z4HWtukbkQb0fMtS9vT2cnJyEyty1Wo1tnywWC+TzeVxcXIQqCICdae6m1sRFqwB4qARysnhJcAI8tH9V2wqCicNEPnSj0SgUINgcrFJQuSkRjuvERJqOoVcQqP3FQX+dkgrydZSSMm59pfnKPy7JGvlEEvT5yvqa+L7PmuZ6nhfcM4eHh6HKliR8uLy8ZOcrSxgOh3jx4oWzofYcVBFOVEiBDU04Ubs+xCn9pV/6Jdzd3YXI+aSu1tFoNJbMckmoZkrWADeuDK4T2HUla4ThcIjT09OVidQ2gFsj0uk0Wq0WGxjYEmxd8rpM14gqd14Fejj6vh/ywuMOSCD84FI5IpxtRbfbxWQyYa0NEomEk7VaN68LWG4VxAUFCNlsFi9fvmT9/6SAoVQq4ebmhrW2kThM1WrV6sElwbQmrhMTF56I8/kc3W43MMuloLhWq6FcLrMPIX0Ch+qFx63vfD7HxcUF21J3pQQ1JSauiPk2yZoO1eoml8uJyRrwsL60V9QA4ebmRmxJclzJVqsFz/PYe9FVUDsajZwla+StqL9fk2mu+t2qPGdp4gAlZ3o1L51Oi1Y3kocjwHeEPqVjQhyYkjUOJqGadCaTZ98qbAO4NcK1Isel3JmDqQSs2laobvrSBtzb2wtaXVRBoADBdIPb2Fa4NBIGNic4MbVK9RaDzQQOqoYlk0kxuJKyWY63YeIwuVwTFy2wVdfQzZUpQKhUKqLwgeMw1Wo1vH79esksl2ASnEj7XXq/n1uyJgXhZA+ku+lHna9MAUK328V4PLayY5Ha4xI2wesyGU7bgqqbNL+X/lssFqwxLrA8J1WtCpfLZZyenoaeWeRZenR0FLp+t9u1qkJtQoTjMlnTQUK1YrGIRqMhJms6FotFULHThWqmZC2KiGobwH0mMMmdbZBMJpFMJnF8fIxkMsm66XOBZ71eR7/fD1UQADnoSqfTzmZHclgHr4vjdcQJxLl5fDs7Ozg6OmKnNNCNT1VH8sJLJBJWLclEIoHnz5+zP29bWdlUqyBuAEcPoFW2FZ7noV6vL1k0UIDQ6/XwzTffRCY203fzFEU4NrBJTKiCIM1XpvY7N8O0UCiwbvqAXavdpQhHMs2Ny+viQPy/qLxWMsvtdDpBIKYGXdz7HY1GGAwGQWWHfPQoGLKtPnJwNSYN2IzghEvWdOgdIZN3pgoSqpExt+25zO3dxyZr2wDuiYGykVUcJjVAsLGtmM1mWCwWWCwWgdeVDmlj2phWuuZ1baosrh5WFCAQeZyzreAgzeMjQ8d3796xv2fD9djEmpCx6LoDuGq1Gqy/2mKQFMAqsZlaQMQVkdSpvu+z61sul60C20/tTWULdUC8Pl/56OiIXV993efzOUajESaTCVstKJVKyGQybEXC8zwnY+VcJmu0Hjp3y0XHhIRq6XQaJycnIjGfC6Kq1Sr+/t//+4FZLt3HnuexprmLxQJnZ2fshKE4Jr+u1mSVCbeLAM7zPOTz+ZDVDfCwfzk/PTo3VKsbOiukpKHdbrPfoUuawWOStW0A9wnBEZt3d3dRKpXYB4QaMKgBQi6Xs8oGstksKpWKk8HcpvaJVBa3PRQeWxZXvfAkTg7ZtKgVQwoQ5vM5W0EAZA7T1dXVZ9sqUK9BYoUoSKfTyOfzgb2K+j3X63WRm6OaEustBtsqzVMS4RCkwz5qsqZDPTNWTeAoFouoVCro9/uR5ytLFIdCocC2elwbCcdZExtQAM4546vXGw6H+OKLL7Czs4Pnz5+zLXVu3UmoZlul8T/M/9RB81ttuG62iLImjwVnrrxKqGai6EwmE3Q6HSuhmk2SbMt1i4PRaPSoZG0bwK0ZxWKRLWUTsZmyARpGnc/nUSgUWPWJiTvGweXMQQmbsMAgTyO1SkMBQhSOmOqFd3NzI7bMJA6TbaD0VFoFUaHuE90L7+TkhPXs4tZ9Op0imUwGAYK6xr1eL+DocXBhW+GS1+X7/lo5TOTi/+zZMywWi1Bgb9rXKvFcDValZG1/f58NPmwRJ1mzBd3jrnit0+l0aWi97/uYTCb46quvRA7T5eVlEMBNJhO0222kUil2fReLBc7Pz9nA1pWNBwVXLvadyXrk9vY29vQKOjNIcCIFl6rgBFgtVAP4fd1ut7FYLJztEw7D4RC1Ws1qrJ0EKVl7rOH0NoBbM3q9nhWx2fWA+E1xmLgAjjssPM9DJpOxIjYDH6X9agXB5LckvU7u4TZrEsfXbd3E/FWzKVWzXGoxSC3J/f19ZLPZwMNK9cKzrSLQd6TjqfG6ViFqYkIVBFN1l1v3xWIRBIkXFxes4kxadykYc5WsbaIFJoGSNf3BnM1mUSwWcXR0FPo8Jg7T5eVl4AF2cHAQBM5xBqtL73cTRsKdTscJJcXzPLaamU6nA07dixcvQkK1VdVHOjNarRZms5kxWbMRqklwnaxx945LwYmamEQVqhWLxZV/dxvAfSJsolWwzhIwBQj5fB7Pnz9ns01uY/q+j2KxiKurq1AFYTKZiK1KgHfTt8WmyuKuJlfM53NUKhWkUinWTV/iiKlmuavm8TWbTaRSqbUKTtbF61LxGA8zndicz+fRaDSMghPgYwWh1+vh5ubGqiVJgpModgGr4FqEw+GxAZxKGTElqYeHhyGjW/pculkuQUrWarXaWrhu6jVcBrWSuMLmvKIA6ubmJlClEprNZpDEAstr8dVXX+H169eYTqeRhGrS66lUaiPJmqt2LwXhtrxWTqgmBWMktrq/vw954UlCta0K9QnDdatAusYqDpNaQTBlA3pZnAKEwWAgmhIDsts7lzk9RV6XCaayuK7UowBBCuykdSevsZubm8hu+gDw9u3biJ/icX5dOuLyujiY5tByqkdq/1YqlaUKArDatkK1uplMJsHMYBvBiWuumw2kNXEJ8uvi3PSjUBlUL7zr62u8f/9evNeldrDN5xsOh3j27NnaE5O4bUcd0+kU0+kUmUwmMMsl9fTp6Sm+853vhIK7q6urUPUolUphMpkgn8+jUqksnUWVSgWz2Yw9h66urqyEahKGw6GzBNaUrLkAVSQbjQbG4zErVJOSZE6oBpjdAWzO5SjYBnCfCFKrwATTHEa9gkBoNBpGDpNaQbi9vRWJzb1eL7BQ0OGq5UtkaNe8LhWPmcOoi04qlUokwQnwMUDodrtWthW5XA57e3tOOIab8KZykZhQgLC3txe0GVWk02mUSqXQg9n3/SAB0CsIAL++i8WC5d48ZV6XdI1qtWo1hzGVSgUzZ9VqRq1WY+8d4OMDTa0gxJnAQYrYdSdrtl5wEigps52Ew81XNrXM/vgf/+PBGTuZTAKz3MvLS1a5CvCVmvl8zo5h2tnZcRKkAU8rMVGFatJ3LnWE6Px79+5dZKEaAFxcXIRe20RnTcU2gPtE4DhM1JYslUo4Pj4OPVSlG39/fx+e5+H+/j6ym77pden9umoVSNmTy7K4aQ5jIpFAsVhcqiAAZi4NPdCogtDpdHB/f498Pi8S8Ln1paAkKlzyumy9qeJgOPxorqy76Uc1JaYWw2g0EgnikuDE8zyrQGmTIhwXAZyemKgBwrNnz9i9Iq07TY7QKwimZA2wm68sYV0iHBUuE5PxeIxqtRrMV47ipq8L1VR6iClZcyE4kbhuNL3BBejecdkq1a1uMpkMdnd3V5rmqpQRid8oJWvAw3niYl02kayp2AZwa8Z0OsWXX37J8lz08iwFCGRDEZXY3Gw2kUwmrbJvW8RpFUiBiqs5jJlMBoVCAY1GI+AgEAqFAg4PD9kHRLVaRafTCVUQALk1xnGYFovFk+Z16TAJTiSoEzjoQAXkh1YikcDBwQHy+XyoxQDYc2lSqRQbwLlCnDWxxSrBCbBcQTBRGVTBCbDshWdLZQB4A9enIMKx/VtSsqafr9Rx2N/fZ+8tad1p319cXISsbgC7+coSTMmabcuQeL46l1CqrMbBcCibK9vOV6bXdasb3/eNE06416WO0OeWrAGrv/dtALdmDAYDdLtdMdPkNmA+n7ciNruUO8/n88i8rrhQ/brUtqRNlQZA8PvcPL50Oo16vS4KH6TZfxykNfmcOEw0daPRaCCfz4e+S2ndVY82tYIwnU4D6xsdi8XCqrorYZO8LheYTqcB9061ugHMXBrgo1kuKfmSyaQxWePudVe8I5ciHFfJmgqqOtK5sb+/j3q9zj40ddNcChAODg7w9u3byFQG4jC5qDatm9cFfLQe0QM4G1BHaHd3F8+fPw9RCjzPQ61WY1u1NF9ZNcslcOs7Go1wf3+/dnHZU0jWdCSTSZRKpeDMoGfK/v7+yvXYBnBrxvn5OV6+fLn2VkFcXpeOuGVxvYKQTCZF2wqVw6S3GGxtK4iwuykJ+LpAxN9VVVS1xSBN4KjX66F9Qm1J0+w9ad2vrq7Y97sJDpMtr0uCxGHiuG4UIBSLRasJHKVSCYVCAbe3t6wXnisqgysRjonX5Tox4cyVJTf9KEmc6qZ/e3trTNa49d3d3WUDpqfE63oMcrlcIBSjquOXX36JXC6HZ8+eRTIlXTRUDgAAIABJREFUpvnKZCkkTSSQ9q+Nxccm3AHiGE6bukj6JByiMlSrVWOypoPOfeKhU0eo1Wrh+PjY+P62AdyaQfJhF4grd7bBbDbDwcEBCoVCyE3fdLCqZrnUYpBaj57n4eTkxKq9IGHTvK7HgjPLVduSqzhMeouBOzz7/T76/T67JpKbvi02wWGaTCaP4v+pXnjlchmFQkEcbaRjNBrB931xNBe37js7O6FpHgTb6so6RDg66KH52KoSKdnr9XrI6iaTyaBYLLJrUqvVAr6d7qZvy2H63JK1OMrV8XiMRqOx1Jas1+u4ubkRBSeXl5dLZrm3t7fW85VpCsQmRuq5wGKxiJys6dCFatK4uWKxGBKXxRWqAWA5fpFcJIyfZotHw/M85xymVQGcGiBIN4UUjM1mMxQKhUBSHsVvCeCJzU+V12ULyVw5kUggm82iWq0uVRAAc7aVyWTQ7XaDA3WVm770+iqbjafWKjD9LZPXlWp1QwFClCqNSmx++/YtMpmM2DqXSOU2Y7k2xetyBd1cWU0qVrV8VdADXq8gAKuTNZsJHJ9bsgaEOWee5yGRSKBWqyGZTIYCT6lrcXh4GLSCVS88StQkvqIrKsO6RDiExyZrKoibR4KTKEI1db4yCaiur6+RSqXYvZvL5VAul9nuhK1Q7THJ2jaAe8LQ3fRpLA7nyK37LVE2IBGbZ7NZkJ3pSKVSTh4cxDlYZ6sgTllcBwUIxWIRr169YjP8w8PDUAuFDojxeBx5Hl+r1UIikXDSApPgktflksMkEZsLhUJQjdHRaDRCVjdxbCuSyaSzeZ3r4HXpiJqs6eDmK0sPLZ3DpHrhZbNZq/Wdz+eYz+ehe+dTJ2u2lc+ok3BULzwpaK9UKqE22yqhmmlc4vv370OvfY6CExtjYpNQzeSdmUwmcXl5GVmoZnqdw6YcE1ZhG8BtABJJ0UQcTyQSS6VvChC++OIL8QbnNqBUqn9KvK4oiDKHUffCiyqIoHVuNpvo9/ssd8Pkpm/TgnJpJGzD6yLYPkypbU/BShQ3fRNH7ObmJuSmn8lkcHBwwPoqARDNdDnYmCvHhYnX5QqTyQT1ej0IFPQJHBzItkK1upnNZsZkzcRhssEmeF0ukjUCcWR1lTXwsI4c342brzwYDMQJHK1WKxBZ6bAVqkkYjUbOjIQ5Xhfw+CBc7Qjt7u4aBSfceyIvPF2oBsjJ2rNnz6yEahKecrIGbAO4jYB4TlyLgduAg8EAvV7vs2kVSCXguHMYVZd3ajGUy2Xk83kjh0l30wfssq2dnR1nA6g3xWGKO4cx6jw+yoAp4FQDhFarZd3ybbfbVmsSZw6ta28q7hpR5zCSF16lUmEPfE5wAnw0Yn3//n2oggDY2Vb8OCZrKkzzlaWWZKlUQrlcxv39fWQ3fel1E5XBVoQjBQWmZM11YiIJkzihmsk7k6AK1c7Pz7G3tycma9z6ZjIZ9tzfhGMCdZHWmawNh8uTcHTKiAnbAG4D6PV6LElRgqlV4Crqj9oqiAIK1NSbTHXTPzk5CWW0pupjv99fqiAAD6TRXC5nxWGyxefIYdrd3Q1uePVmX1V9jDqPz8RhsiUdb2pNJG+quKCqIz28stlsQNjXoa87eeH1+32W2GxK1pLJpJPW2FNN1nRQgJDL5fDll1+yD03JTb9QKODy8jI0S1mqnFM1iOMw2WJTvK64yZqOZDKJ3d3dkNWNnqyp0Ocrq154kuDk7OyMDW5dnbFPLVnToQvVpGTN9300Go0gOaGOULfbZS1aVGwDuCeIdbQK9KwqqixeddOXbCsKhQIODg6WbiQaqDwajVjlmInrwY16iavc4rCuVoEKm7I4BQilUsnKtiKRSKBcLuPNmzdsi8GmikBzAJ9qqyAqTIlJIpFAoVBYqiAA8vpWq1Wk02lMJpOQm76p9ci9Xi6X2YfZpxThxAGXrOnQ3fRtJnCQHxjAnwOAPF/ZRhH9KXldccBx3eIK1fb399FqtUJWN6sEJzZzPD+FCGcdmEwm2N3dDTweU6lUsF6Hh4dLa0cgKgN1hMgLj3i8UmGGW/etke8Thm2rIA5ok08mk1BbMsrBqrrp53I5scQtcZhIDRQVcWcO2mBdHmZqi6FUKqFara4UnAAfWwzz+TxUQQDMgpPT01MnfLpN8Lr0VkFcpNNpZDIZPHv2LOAxqZA4TAcHB4H6V3fT5/Y1BRLrnnDyVJI1Fb7vLxlsUyWJS9YIkpu+NF8ZkL0dpbPJFtKarCMxiRPA6UI1U7JWrVZRLBYBRBOqAfz6TiYT9Hq9zz5Zs7EeSaVSwagyriNUqVTYMWO+7yOfz+P9+/choZoUdAFmKoPLZG0bwH1C2CqIKEA4ODhYqiAA5hEwtAGHw2HIPd+W6/G5eFOtuka5XBYzdr2C4HmeaKugzklVZ3i2Wi3rKo0UVFI262JNTHyd/f39WK0C7hpcYqKaK+teeKvm0Op/ZzabYTqd4v3791Z+Sza2FZ+S1xUHXGKyyk3ftO56BQFYLTixoTLEEeHYYl3Jmn4NUktHFarR69SWHI1Gwb33/v171qtxPp+zgYFtZ2JTyRqXvMaBKkxSO0IkVKPzQVKoqmfzcDhkO0KmZC2RSDihH7hM1gjbAO4TgAKEQqGAo6MjNpDgbvz5fI5sNstWEAC5tXBycuKE6/E5lcVNxGbg4QG1s7MT+r1Go8HO4wM+reBk3a2CuBwmvYKQSqUCqxCT4EStINze3ooTOKRWez6fR7FYdDJ+aJ28LsJj7R5UYrNUxcxms8jn80sVWQoQptOpWMWV1v3q6urJinBsrmFK1nRks9nAtkLnOEoUEuDBlJjOgihCNen1TSWwcXldOkyJiWSuLAnV1LNBRblcRqlUwnA4DM6MVqsVjFK0cWUolUpsR8iUrNmeMZtI1gjbAG4DSKVSOD09Df4/BQg3NzdYLBYit0CSSHMH3qbkzusO4Eaj0VJZXA0QarUa+zsSsTmTySCZTFq56QMQR/JwoDVZdwDnyqVcMldOpVIoFAqsm76piqASm6nFUCqVkMlkROGOTZVG2ruj0UjcD7aIwut6LGifUJVG9cKLQmVQvfAk2woTh6lQKFjZVnwqXpcLqFY3+Xwex8fHYrKmwvf9ICigAEF9eNNca+n8sxGqSXAtwpESExceZslkEp7n4dmzZ4FBsakKRqjVauj3+4FZ7qqOECVrEifSFk89WbPBNoDbAMbjsTh/0vYhtMp9f91l8VqtFotzpVYQqIqQSqXYNVE5TGqA0Gw2rbJZcsT+HFsFKmw4TNSWlIaRSxwmujZXQQDkoItLPjbF6/pUHCZq/1YqlaUKAmAWnFSrVbx7927J6iaObcUmBSfrHi4u7VMgbHVjmsBRrVaDe0e1urm8vEQqlbJaXy7BATYnwnGZrGUyGXYSjgpuvrL+M1JHiHB+fs5WtqREwyYYcynC+VSJCZ0ZklCtVCotFXkIq8YebgO4DeBzK4tLLaXpdIpCocC66ZuqCJ7nhdz0e70exuOxuCbcjW97E7vkdcVpFdhC3SdR3fT111fN48tkMqhWq6yreyqVsqokfipelytQgFAoFHB4eMgGnVJ1l96TanUDPBy4UrI2n8/ZdbfFU0/WONBUAm6+MidOUucr62763NnQbrexWCxEE24XGI1GnzRZMwXn3HzlYrGIarW6dMbqCkrP8wKhWrvdxtXVlRh0mQQnNkI1CS5FOBKoEh43gEskEgHPUUo+aMQiCU6Aj5SRt2/f4vr6mhVfSTD93DaA2wBev36NV69ePRkOE7UlS6USjo+PQwHI3t4ecrkcm4Wqbvr6v9tyPdbdKphMJs7GncRplSYSCRSLxaUKAiAHu+SB1Wq1ggqCGiDY2lZwcO1Nte5WAVU4TRwmldhssq3QOUwUILTbbevRUZ7nscTmTfG6NpGsqVWCx8xXpmD37u7u0fOVJWyC16WKcB4Lunf0PURnMwnVbCZwkNUNUUaoSswlDSbuGIfPPVlTr0FBrVrd9TxPDMiy2WxQHaOO0A9/+MOA8/spsQ3gNgDaJC6gct30FsPR0VGkAdSr5vGVSiWk02k0m032PbhQ5bkui0dpFcRFJpNBKpXCixcvMBqNWNsKDtVqFZ1OJ/I8vkQigRcvXlgdrBI2xetyFcARsZkqj2rwUK/XjRwm1eqG9oCUNHQ6HbYF5mqvbCKofQxfhyoI9F+lUkE2m11pmqsGCLa2Ffl8HoVCYa170SWHicRaj+G1EmVkb28PX3zxRejMoGBYP0sXi0VQIdKFaiY7lrdv3z45XlecKSqrkjUd0nzlcrnMtiSBh+8mkUhgOBzi9evXIc7v54RtALcBJJNJ4wbRpdFkW8GhWCyiUqmg3+8HbclVbvqAfLByxGaXvK7pdPpoXtcq0LgT0xxGldhsYy4KPAQIk8kE0+mUPSgBuYrATY54iryuuNfQLQzI6qZcLuPFixeh9pi07pVKJWhJRnXTB+wEEZviMEmZvO13KwlOfN9HKpVactOnvx9lAgcFYq1WC+12G6lUSkzWuPU18dY4rMNImFsT1/fOYDAItSVXrS+dDeoca+7MSCQSeP78OcshtZ2v/DkLToBloZokOCkWi2xARu/n9evXyGQyzvbA54JtALchSIdeo9EIVRBMxOZsNov9/X1cXl4++j1tktfFtZviVD24eXzpdBq7u7usCkw9WFU3fcm2YrFYsD5BwIMAwEWlZlOtgoODg9gcJpXYXKvV2H0ChDlM1JacTCYiF0ziMM3nc6vs2xaujIQBmcNkazhNXJmjo6NQtaRYLGJ/f5+tBElu+oA9lcHVmmwiWaN7x5Ss6fA8D/l8fsnqBpCd9JPJJCqVCorFYsgLz9aUmK63bl7XJgQnq/zmyCyX1rlarbIBVS6XWwrGFosFRqMRvv7665AoaAsztgHchmBSUEqmmJuQO2/CAqNUKoUCuHQ6jXw+j8PDQ5bYzOHw8BCLxQKDwSDkhXd6emp1sJre71PgdUXFKnNl9UCltmSU6qPqhffmzZtAgMKBW99isbhSQaXC1q/LhChGwo8F3Tu9Xi+ymz5HZaCETTXLJaxK1qSqGYc4axKnBSYlay5Ara9Go4Hd3V1xvrIelNXr9eDMUN30F4sFzs/PrUxzbeEyWTM5EDwmWVMxn8+Ds0LtCAEP3GguOclkMjg9PQ2qjtSWdDU5ZwsZ2wDuiUKSgAPuBtqrrYI4iEJsBh4O0Hw+v/TadDpFMplkKwgAHxTQnMRP1Spwte62cxhJ1VStVkPE2f39fZHDdHh4GCI2A/YtyUQisREj4U8pOAGWrW6IF0MEcY7DlMvlAvWj6oVna1uRy+XYB/yPS7KmQ5+vzFXBONNcChDm87lYJZfWXZqvvAnBiatkDZDFWrothTpfmROqSbYViUQC+/v7QSCmBnBbPD1sA7gnijitAluMRiPs7e2xbvpRqgj6wN7z83P2QSQFDKlUyoqP9Kl4XXGhmyurAQI3Igrgq2OLxSLYC/o8vmazaeQwuWi1uzYSXreH2Ww2Q71eD8joKvT9S9ekUUiq1Q0FCNzeNXGYJEgVFEmEAzydZE2HyilV216Hh4dBsqYGZuq6q276uVyOXV9Tsia56dtiE9V222QNWN4n+nzlL7/8kj1jC4XCUkBGlJHf+73fC870bSD244dtAPdEYRrtISGZTKJUKi1JowGs5DCRIkdvMdhUEUgR+5R5XSqkOYxROEwqsZnm8XEgDhM9IKK46QNyFYyrgG2C17UOvs4qDzM1QKjVakHlYVWrneYe5nI5vH//PuSmD8j7+t27d6HXniqvK841OGsZum9rtVqo7SUlGdVqFYlEAv1+H8Ph4+Yrm97v55ysEWjPcvOVJV40tSSBj5zS169fB5zfLbYgbAO4JwC9LE4BAkdsBuSZfBTw6RWEXq+H4XAoZpo2VQQJcVoFUka4itflAkTKpepWFDd9ep0qCOSmD8itsb29PbYKZssv2hSvyzWHSbe6ITdyqhhKVRrVTb/ValkLTk5PT50ERKRwXhevC/hY4XyMPQ8FCHt7e3j58uXS/qL7qdFohHyr5vM5MpkMBoMBms3mUkIjVc7Jm3DdgpOnkKypMM1X3tnZQbFYZBOTVCqFWq221Jb8XG0rtnha2AZwG4JqBqiiUqmEMjfVTZ97cJk4TJwSkx5CT61VYPpbUWeuUoCwt7eHk5MTkdisgwLji4uLkJs+IA/4tiE2f44cpmKxyAYrum2F2nrkQEkG56b/xRdfWHHwpPbtp16TOJASE+Ia2dhWqBVJUrLf3t6i1WqJ97pUPbfhfG5ShOMCOtdN9cKT9pbekqT32ul0sFgs8Pr1ays3/S22WAe2AdyGMB6P2cOz1WohkUiwmebe3p6Ta2+yVcAhyiGnEpsrlQrq9Tr70NQfaLPZDKPRCKPRyIrYnEwmcXx87OTBvClvqscGK9I8Pnp4JhIJ1Gq1kOAEeDDGvLu7Q7vdjmRbQUaknxOvi8NoNLKeV+x5HgqFwpLVje/7K01zibc0Go2WRCdS65ELgqfT6Y9tsqZDn68sBWPJZBJ7e3tL6tOn5Ka/xRZxsd25nxiuWwUuvKlMMHGYyE1fJzZHEUSoXnh3d3eo1+s4Pz9nf0+yreCCN5Nf1+fGYSJzZd1N31QFU4NIChAmk0kwrkuH7/tiwGCzR12uiYn87yrJ4cyVKUCg5IebwMEF6bVaLaAtqFY3rVYLyWRSXEdXthWfMlmzBXHzqPIYxU0/nU7j9PQ0sLr53N30t9giLrYB3IawyVbBY+0eSPlE8/jU4I+GJHOqR9VvKQqxebFY4OzsjH1AP2VeF3cNW8EJsGyWSy20er3O7hMAAYeJKghU5Uomk9ZVmnVXHVzwugiPncOotiWlYLdUKqFcLi9V8yhAkNz0ATnourm5Cb02HLobEO+K12VCVMEJsDxf+fnz50in00vrJTnpAwj+/v9f3fS32CIutgHchvCYVoEOEzdF9etSAwRJ+MA90ObzObLZbKiCQNc+OTkRH1xXV1eRP4fLNZGwCQ4T8JGnpXPeJJ+rRqOxZJY7Go3g+z4GgwH6/b7YFnRVpYni1xUFpsTEJf8vn88HghO17RVltJFqdSMNrd/Z2cHu7i67f3d3d61EJ1EHxD8GFFy59uZT3fR3d3dRLBbZAfH5fJ510//93/995HK5rZv+FltsANsAbkP4oz/6I7x8+dI6WLEhNnueh1qthkKhAGDZTf/6+tpK3j+bzTCbzUIZfpz2iclBfBOzKaPMYVS98Gq1Gvs5SXAynU6XPpPJTR+Qgy6uRfxUeV2mv2Uzh5HakrVaDTs7O0ttL2lfU0BwdXUVsroB3NhWPBVeV1ToyZoOlVNKXnhSa1UVWG3d9LfY4vPBNoDbEEgpSTwxtfWzSmlGFQQiNs9mM1xeXrKD6CUOU9yxOJvidT0WxGHyfT/kpq/7WXEKStVNv9lsskFXq9WC53lsWzCXy0VqNa3CunldgBsOEwUIpVIp4Hzp4PY1zdnt9/uBKlWFJDh59uwZ66Zvi03xulwkJmRbUalUQlY3iUQChUIhSNZUJJNJHBwcbN30t9jixxzbAG5DSKVSKBQKuL6+DlUQADul2VPmdXGQPMxMHKZUKoVyuRyax6d7hf1/7Z1tbGRndcd/Z8Ye22PPeOz1Jrs0+xYRkEjVQqHQqrRCIEJbEAHxBQkB/VZKaNWiiJciqgKq1PZDqSo+oKotbWkRb1W/UFCgVUWVsNqWJGzoUlWbLESEbpJ9YWOza4+TndMP97nj6zv3judOxmPP9f8nWTtz7sv4/vd65sx5zvN/YprNZnctzUHd9CFb97yK3Sj7uvJ6mAbt6xqEndZhzHLTH3Qdz/hLxVNPPUWj0chdzzdL36mpqcwKY7++rnEbCT/f10hW85JeeEVtK5555pmuiavc9IUQSZTAjQkzY21tbSQ9K+Po6xqFh1mcIMTO4p1OZ9vrmFmm27u702w2u55W6SpgXg9To9EYSZVmXH1do1qHsVKpsLCw0E0S4mSnVqsxPz+f2TQf90TGa6UmJ53kVXDzGvlHtcxWv76uUVbHWq1WZl/XTqTd9JeXl3N7ImdnZ3vc9C9cuCA3fSHEyFACN4EM2tc16Ll26mFKu+nnVcGybCvialin08lNrrIShryhyn7XMaoepjh53e1lfNJ+XXGCsLS0lDmkl1cdO3ToEKurqz1u+v0mnBQ1Jd4PfV2joN1u02g0aLfbPW76O9lWxFY3cX+YqmFCiL1ECdw+pt86jMN8eNRqte6QWdzYPD8/z8rKSs+Hprt3E7K0m36lUslNurKSgmq1ytGjRwv/vllsbm7uWl9XTL91GHfqJUxPOslLuiqVCisrKywsLHRjcYJw/fr13GpXlu6bm5usrq5ORF/XTq8xaDUv9sJrNpscO3asp6pVr9e5/fbbe4bt3Z3r16/LTV8IMfEogdvHZPW6ZbnpZ1XB4n1jjhw50k0Qkm76tVqNlZWVzB6mvIQsj349TOPq6xrVaxw+fJjNzc1tbvqQv8B3lm3F5cuXqVQquRNOOp1OZkK2uLhYaNLJXvR1PR+S5sppN/3Dhw9n9rvNzc312Fasr69z//33y01fCHEg0bveHpF008+zdKjVatTr9Z4epo2NDTqdDpcuXepJZPKSLnfn4sWLY11zcDeIndsHXYdxenqaer3OLbfcwtzc3LbkK88bDyJT4jjhTXrh9Rt6zFtSahTmyv0Ypq8rr+qUN+EkntGaR7LqGPcJ5tlWTE9Pc/z4cTqdjtz0hRBiSJTAjZF6vc6JEyeA7bYVV65cyR2SzOthmp2dLVSFGkcP08bGxq6twxgnCPV6nWPHjjE3N9ezT9Zw5bPPPku1WmVtbY1Lly5tS2Bjj7w8TbLc9Isyrr6uUUyuqFQquDt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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# use flopy to plot the SFR segments\n", "fig = plt.figure(figsize=(10, 10))\n", "pmv = fp.plot.PlotMapView(model=gsf.mf)\n", "# collection = pmv.plot_array(arr, masked_values=[0,], cmap='plasma')\n", "pmv.plot_inactive()\n", "pmv.plot_grid(lw=0.25)\n", "pmv.plot_bc(package=gsf.mf.sfr, color='gainsboro')\n", "for _, xy in shps.items():\n", " plt.plot(xy[0], xy[1], lw=2)\n", "\n", "plt.title(\"Stream vector plot\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Modflow instances can also be used to create a vector shapefile\n", "\n", "The `Modsim` class can also accept a `flopy.modflow.Modflow` object to create a vector shapefile" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " loading iuzfbnd array...\n", " loading irunbnd array...\n", " loading vks array...\n", " loading eps array...\n", " loading thts array...\n", "stress period 1:\n", " loading finf array...\n", "stress period 2:\n" ] } ], "source": [ "ml = fp.modflow.Modflow.load('saghen_new.nam', model_ws=model_ws, version='mfnwt')\n", "ml.modelgrid.set_coord_info(xll, yll, angrot)\n", "\n", "modsim = gsflow.modsim.Modsim(ml)\n", "\n", "shp_file = os.path.join(ws, \"data\", \"temp\", \"sagehen_modflow_vectors.shp\")\n", "modsim.write_modsim_shapefile(shp_file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Inspecting the shapefile:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " ISEG IUPSEG OUTSEG SPILL_FLG\n", "0 1 0 13 0\n", "1 2 0 9 0\n", "2 3 0 4 0\n", "3 4 0 9 0\n", "4 5 0 3 0\n", "5 6 0 4 0\n", "6 7 0 5 0\n", "7 8 0 3 0\n", "8 9 0 12 0\n", "9 10 0 5 0\n", "10 11 0 12 0\n", "11 12 0 13 0\n", "12 13 0 14 0\n", "13 14 0 0 0\n", "14 15 0 14 0" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "attr = []\n", "shps = {}\n", "with shapefile.Reader(shp_file) as r:\n", " fields = [f[0] for i, f in enumerate(r.fields) if i > 0]\n", " for ix, shape in enumerate(r.shapes()):\n", " feat = shape.__geo_interface__\n", " xy = np.array(feat['coordinates']).T\n", " shps[ix] = xy\n", " rec = [i for i in r.record(ix)]\n", " attr.append(rec)\n", "\n", "df = pd.DataFrame(attr, columns=fields)\n", "df" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# use flopy to plot the SFR segments\n", "fig = plt.figure(figsize=(10, 10))\n", "pmv = fp.plot.PlotMapView(model=ml)\n", "# collection = pmv.plot_array(arr, masked_values=[0,], cmap='plasma')\n", "pmv.plot_inactive()\n", "pmv.plot_grid(lw=0.25)\n", "pmv.plot_bc(package=ml.sfr, color='gainsboro')\n", "for _, xy in shps.items():\n", " plt.plot(xy[0], xy[1], lw=2)\n", "\n", "plt.title(\"Stream vector plot\");" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 2 }