{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Tutorial: Synchrotron and Synchrotron Self Compton\n", "In this tutorial we will show how to compute the spectral energy distribution (SED) produced by the synchrotron and synchrotron Self-Compton radiative processes in a jetted AGN." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# import numpy, astropy and matplotlib for basic functionalities\n", "import numpy as np\n", "import astropy.units as u\n", "from astropy.constants import m_e\n", "from astropy.coordinates import Distance\n", "import matplotlib.pyplot as plt\n", "from IPython.display import Image" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# import agnpy classes\n", "from agnpy.spectra import PowerLaw\n", "from agnpy.emission_regions import Blob\n", "from agnpy.synchrotron import Synchrotron\n", "from agnpy.compton import SynchrotronSelfCompton\n", "from agnpy.utils.plot import plot_sed, load_mpl_rc\n", "\n", "load_mpl_rc()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Emission Region\n", "Let us consider that the emission region is a spherical plasmoid of radius $R_b = 10^{16}\\,\\mathrm{cm}$, streaming with Lorentz factor $\\Gamma=10$ in the AGN jet, resulting in a Doppler boosting of $\\delta_D=10$ (the jet is almost aligned with the observer's line of sight). The galaxy hosting the active nucleus is at a distance of $d_L=10^{27}\\,\\mathrm{cm}$. The blob has a tangled magnetic field $B=1\\,\\mathrm{G}$. The electron spectrum is described by a power law with index $-2.8$ and a total energy content of $W_e = 10^{48}\\,{\\rm erg}$." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# blob properties\n", "R_b = 1e16 * u.cm\n", "V_b = 4 / 3 * np.pi * R_b ** 3\n", "z = Distance(1e27, unit=u.cm).z\n", "delta_D = 10\n", "Gamma = 10\n", "B = 1 * u.G\n", "\n", "# electron distribution\n", "W_e = 1e48 * u.Unit(\"erg\")\n", "\n", "n_e = PowerLaw.from_total_energy(\n", " W=W_e, V=V_b, p=2.8, gamma_min=1e2, gamma_max=1e7, mass=m_e\n", ")\n", "\n", "blob = Blob(R_b, z, delta_D, Gamma, B, n_e=n_e)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "* Spherical emission region\n", " - R_b (radius of the blob): 1.00e+16 cm\n", " - t_var (variability time scale): 4.13e-01 d\n", " - V_b (volume of the blob): 4.19e+48 cm3\n", " - z (source redshift): 0.07 redshift\n", " - d_L (source luminosity distance):1.00e+27 cm\n", " - delta_D (blob Doppler factor): 1.00e+01\n", " - Gamma (blob Lorentz factor): 1.00e+01\n", " - Beta (blob relativistic velocity): 9.95e-01\n", " - theta_s (jet viewing angle): 5.74e+00 deg\n", " - B (magnetic field tangled to the jet): 1.00e+00 G\n", " - xi (coefficient for 1st order Fermi acceleration) : 1.00e+00\n", "* electrons energy distribution\n", " - power law\n", " - k: 9.27e+06 1 / cm3\n", " - p: 2.80\n", " - gamma_min: 1.00e+02\n", " - gamma_max: 1.00e+07\n", "\n" ] } ], "source": [ "# the blob object is printable, returning a summary of its properties\n", "print(blob)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "total particle number: 5.44e+51\n", "total energy in electrons: 1.00e+48 erg\n" ] } ], "source": [ "# we can also print the total electrons number and energy\n", "print(f\"total particle number: {blob.N_e_tot:.2e}\")\n", "print(f\"total energy in electrons: {blob.W_e:.2e}\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "jet power in particles: 4.47e+44 erg / s\n", "jet power in magnetic field: 7.46e+43 erg / s\n" ] } ], "source": [ "# as well as the jet power in particles and magnetic fields (see the documentation for more details)\n", "print(f\"jet power in particles: {blob.P_jet_ke:.2e}\")\n", "print(f\"jet power in magnetic field: {blob.P_jet_B:.2e}\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Synchrotron Radiation\n", "To intitialise the object that will compute the synchrotron radiation, we simply pass the `Blob` instance to the `Synchrotron` class. The synchrotron self absorption can be considered when computing the SED." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "synch = Synchrotron(blob)\n", "synch_ssa = Synchrotron(blob, ssa=True)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "# let us define now a grid of frequencies over which to calculate the synchrotron SED\n", "nu_syn = np.logspace(8, 23) * u.Hz\n", "\n", "# let us compute a synchrotron, and a self-absorbed synchrotron SED\n", "synch_sed = synch.sed_flux(nu_syn)\n", "synch_sed_ssa = synch_ssa.sed_flux(nu_syn)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 6))\n", "plot_sed(nu_syn, synch_sed, ax=ax, color=\"k\", label=\"synchr.\")\n", "plot_sed(\n", " nu_syn, synch_sed_ssa, ax=ax, ls=\"--\", color=\"gray\", label=\"self absorbed synchr.\"\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Synchrotron Self-Compton Radiation\n", "Similarly to the synchrotron case, to intitialise the object that will compute the synchrotron self-Compton (SSC) radiation, we simply pass the `Blob` instance to the `SynchrotronSelfCompton` class. \n", "We examine also the case produced by scattering over a self-absorbed synchrotron spectrum." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# simple ssc\n", "ssc = SynchrotronSelfCompton(blob)\n", "\n", "# ssc over a self-absorbed synchrotron spectrum\n", "ssc_ssa = SynchrotronSelfCompton(blob, ssa=True)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/cosimo/work/agnpy/agnpy/synchrotron/synchrotron.py:66: RuntimeWarning: divide by zero encountered in true_divide\n", " u = 1 / 2 + np.exp(-tau) / tau - (1 - np.exp(-tau)) / np.power(tau, 2)\n", "/Users/cosimo/work/agnpy/agnpy/synchrotron/synchrotron.py:66: RuntimeWarning: invalid value encountered in true_divide\n", " u = 1 / 2 + np.exp(-tau) / tau - (1 - np.exp(-tau)) / np.power(tau, 2)\n" ] } ], "source": [ "nu_ssc = np.logspace(15, 30) * u.Hz\n", "sed_ssc = ssc.sed_flux(nu_ssc)\n", "sed_ssc_ssa = ssc_ssa.sed_flux(nu_ssc)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 6))\n", "\n", "plot_sed(nu_ssc, sed_ssc, color=\"k\", label=\"SSC\")\n", "plot_sed(nu_ssc, sed_ssc_ssa, ls=\"--\", color=\"gray\", label=\"SSC with SSA\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Literature Check from Dermer and Menon (2009)\n", "In order to provide a cross-check with the literature, we reproduce Figure 7.4 of Dermer and Menon (2009) - [see bibliography in the docs](https://agnpy.readthedocs.io/en/latest/bibliography.html). The figure, reported here, depicts two complete synchrotron and SSC SEDs, generated by the same emission regions distinguished only by the different maximum Lorentz factor of their electron distributions ($\\gamma_{\\rm max} = 10^5$ and $\\gamma_{\\rm max} = 10^7$). " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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pZjpQaXhlbFlEaW1lbnNpb24+MTA4ODwvZXhpZjpQaXhlbFlEaW1lbnNpb24+CiAgICAgIDwvcmRmOkRlc2NyaXB0aW9uPgogICA8L3JkZjpSREY+CjwveDp4bXBtZXRhPgrOv6QoAAAAHGlET1QAAAACAAAAAAAAAiAAAAAoAAACIAAAAiAAAX0x0PpfSwAAQABJREFUeAHsnQecFEXah18EFBVQEUSRaI4oKCicERExh0PMgpgxe4IYQUU9FLNiQEUxAUYw3CFIUIwYkGQCRPxUMKAIioK6X/3b66F7pmd3Znd2t2fmeX+/3emurq7wVFWHf1eoUeLMMAhAAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEEhLoAZCalo2HIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQg4BFASKUiQAACEIAABCAAAQhAAAIQgAAEIAABCEAAAhAogwBCahmAOAwBCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAACGVOgABCEAAAhCAAAQgAAEIQAACEIAABCAAAQhAoAwCCKllAOIwBCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAAGEVOoABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQgAIEyCCCklgGIwxCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEEFKpAxCAAAQgAAEIQAACEIAABCAAAQhAAAIQgAAEyiCAkFoGIA5DAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACEEBIpQ5AAAIQgAAEIAABCEAAAhCAAAQgAAEIQAACECiDAEJqGYA4DAEIQAACEIAABCAAAQhAAAIQgAAEIAABCEAAIZU6AAEIQAACEIAABCAAAQhAAAIQgAAEIAABCECgDAIIqWUA4jAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAAYRU6gAEIAABCEAAAhCAAAQgAAEIQAACEIAABCAAgTIIIKSWAYjDEIAABCAAAQhAAAIQgAAEIAABCEAAAhCAAAQQUqkDEMgBga+//trGjh1rH82ebbPd35y5c61e3brWtGlT23LLLe2EE0+0bbfdNgcxEQQEIAABCEAAAhCAAAQgAAEIQAACEIBAdRBASK0O6sRZUATGjRtn5517ri1ZsqTUfHXaZx8bctddVq9+/VL9cRACEIAABCAAAQhAAAIQgAAEIAABCEAgfgQQUuNXJqQojwgM+ve/7Y477rCSkpKMUr3NNtvYEyNGWMOGDTPyjycIQAACEIAABCAAAQhAAAIQgAAEIACBeBBASI1HOZCKPCTw5htvWLdu3UIpX2eddWyvvfbyhvMv+flne3fqVHvvvfdCfg488EC7b+jQkBs7EIAABCAAAQhAAAIQgAAEIAABCEAAAvEmgJAa7/IhdTEloB6o+3ftajNmzEiksEPHjnbnnXfahhtumHDTxrPPPmuX9OtnS5cuTbg/+eST1vEf/0jsswEBCEAAAhCAAAQgAAEIQAACEIAABCAQbwIIqfEuH1IXUwIvvviinXbqqYnUNWnSxF6bMsXq1KmTcAtuDH/4YbvkkksSTvt07mzDhw9P7LMBAQhAAAIQgAAEIAABCEAAAhCAAAQgEG8CCKnxLh9SF1MCAwcOtLuHDEmk7rbbb08Z5p846Db++usv23OPPWzevHme85prrmmzP/rIVl999aA3tiEAAQhAAAIQgAAEIAABCEAAAhCAAARiSgAhNaYFQ7LiTaBHjx42fty4RCI/nD69zAWkep95po0ePTpxjhad2sOJqxgEIAABCEAAAhCAAAQgAAEIQAACEIBA/AkgpMa/jEhhDAl0dPOhfjF/vpeyevXq2ceffFJmKv99/fV2xx13JPz17dvXzjv//MQ+GxCAAAQgAAEIQAACEIAABCAAAQhAAALxJYCQGt+yIWUxJhAUUuvWrWuffPppmanVHKmaK9W3U045xa66+mp/l18IQAACEIAABCAAAQhAAAIQgAAEIACBGBNASI1x4eRL0ia88oqtWLnSS27tWrVMCynlyn777Teb73p+6u+XX34x7W+00UbWxP1ttvnmVsvFVx2WPLR/xsyZ1qBBg1KTclT37jbFLUjl2xFHHGF33Hmnv8svBCAAAQhAAAIQgAAEIAABCEAAAhCAQIwJIKTGuHDyIWmfffaZ7bXnnomk1qtf3z7++OPEfnk3vvjiC7v55pvt2WeesT///DMymA022MC6O3Hy2OOOsxYtWkT6qSzHa91iU0MCi01dd9111qNnz7TRffPNNx6nZcuWJfzstdde9tjjjyf22YAABCAAAQhAAAIQgAAEIAABCEAAAhCILwGE1PiWTV6k7MYbb7Rbb7klkdaKCqklJSU20ImU9w8dan/88Uci3NI26tSpYzcOHmzq4VlV9t///tdO7tUrEZ1E3VcmTIjslao8HXfssTZ58uSEf238Y7fdbNSoUSE3diAAAQhAAAIQgAAEIAABCEAAAhCAAATiSQAhNZ7lkhepUk/R3XffPbHokhJdUSH1ajdn6L333FOu/J9zzjnWz81DWlXW7Z//tDfffDMR3QaNG9v1bkGp3ZxAqnlTJQS/8/bbds0119j06dMT/vyNgw4+2O69915/l18IQAACEIAABCAAAQhAAAIQgAAEIACBGBNASI1x4cQ9af0uvtgeeeSRUDIrIqTedddddt2114bCC+6sv/76pt6dixcvDjqHth8cNsz222+/hJuEzssvvzyxn4uNM88807p162afugWm9t13X/vjf/PDJoddu3ZtW5nmmPye2KOHJ7wmn8c+BCAAAQhAAAIQgAAEIAABCEAAAhCAQPwIIKTGr0xin6IFCxbYPa7X6MMPPZSS1vIKqV9//bV17NAhRXhcY4017Oyzz/ZEx4YNG3rx/fjjj56Ae5dbqCk456gOrrfeejZh4kTTUHvZ+HHjTAtD5dJOPe00GzBggBfkK+PH20UXXWTffvttmVFI4B07dmzC3/kXXGB9+vRJ7LMBAQhAAAIQgAAEIAABCEAAAhCAAAQgEF8CCKnxLZtYpGzpzz/b3LlzbY770++bb7xh7777rtczNCqB5RVSL3FD8oc//HAoyHr16tlw1+O1ffv2IXd/54P337dj3NyjSmPQLnY9Zc897zzPqbKFVEUiYfcK1+tV86YuX748mBSr5XqlbrXllqZpB+q6/GiuVN8Gut63J510kr/LLwQgAAEIQAACEIAABCAAAQhAAAIQgECMCSCkxrhw4pC0ww491KZOnZpxUurXr28fffxxxv7lUSvad9h115TeqINuuMGOP/74UsO6//77rf+VV4b8bLXVVt7CT3JcsmSJzZ0zJ3S8ojuaC7Vp06Ypwfz111+m3rofffSR/fTTT7a1S8fW22xj6lUru/mmm+wm9+fbCy+8YG3atvV3+YUABCAAAQhAAAIQgAAEIAABCEAAAhCIMQGE1BgXThySVhVCatTcqFttvbWNd8Pma9SoUSoGzUG6kxMjf/jhh5A/De/f0vUEjZMd1b27TZkyxUvSOuusYzNmzrSaNWuWK4mvvvqqNz+rTm7shN211lor43DUa1YC82qrrZaYAkHzue7qxGzf1PtY0y0ona1bt/adbcWKFfa2W0BLJncdl33wwQfeNAvNmjWzli1b2uzZs70yadSokSeQS1jeaKONbOnSpZ4/pffXX3/1RGalXwK03HbaaScvvEz/TZs2zQtTwnarVq0iT1u0aJE3n61Yd+zYMeFHcX7xxReheDVVhPIia9eunVc+b731lre/xRZbeOFoR3Xrk08+SXGvVauWt8jYpptuak2aNPGOZ/pvjhP89VFh3XXXte233z7ytA8//NB+dj2wFbbi8E3zBs+aNcvb/cc//uGVbXJ4X375pc2fP9/q1Kljmibj//7v/7xF0dTz249X9eC7776zNddcM9G7Wsyyraevvfaal5atXTv2p+Tw06rfX375xd53PcplKvNg/fXrjqbn8Nuw0qf8+PVUH3d+++03r8z1oeJj9/FG14rNNtvMPvvsMy9c/59f14Lh+cfK+l24cKEXnsq1g5t6JMr8tqKPSDvssEPCS1ltxa+z+vDy/fffW3JbUV1Ue/Ft7bXX9rgpv+l66ft+k3/V5jWSQNbWXS8VVpTNmDHD+wiktiqWvulchaG2rTYeDK9NmzZePfrqq69s3rx5tvrqq3ttPdi23nAjGbQ4oW/B+qXrjso1G/PDU5vU9SPZVDf8D4A77rijqY77prqiOq56qfopC4anD2LBuhZsW5tvvrlXH3TtlD+ZnxfN4b2N+3CWjWlKGF1HVHe1SGGUqc2q7WoBQ7H2TYsZ+osdbrfddt60NsqX3xYUnq4VumbIVGdUV3WvVFv4/fffvfuAf11WXVO7VDx+eH5cmfymqzvBc3Ut1T1bdUvx+ubXnWDdTg5Pc5LrWq7pe1Tu/n0oeF32t/17i9p+ZbWVme7+rdEoG264oale+Pbee+9597YWLVpY8+bNPefPP//cu96qHqo+6t6qsiitrfjXLV2vVZ9lFWkrSqPSmmyZtJVg3fbbih+eruOqN8qr8uffh3LdVpLrdnI+tO+3FV3fdJ3zTdcepVvm120/PLlp0dR0bcVv3/Ln50n3A10HVa4qHz0rZGPB62e667HfVpKfJaLaSnJ4SvPrr7/uJSnds4rqnu5Rug/pmqAwgnU2k/wE4/XvA1Hn5aqt6LlHZaz87bzzzonrth9nsKx22WUXr335xzL5Ta7byefomvnOO+94zunuK8G2ouuzrtOZtpVgfH77D4YXPF7adnLdjvKr+7OegUtrK9tuu601aNDAez7Rc4pMbUX3Cj17y5LvK6pTet73zX8m1r4fnn8sk9/k+0DUOX5byeS+klxn9Wyp5zzdV9RWop73/Tj9ZzC1HdWvbCx4na2stuI/Jyt9fltJ97yv50vd63XdVrvP1pLrdvL5pbUVPfPo2SdYt5PDK+u+4msDWjelutqKngH966xft/Usr7biP9MF24ruE3pG1vU2+Lzvp1/vWf5zsh9eMtfS9v22kvxMEjxHz01qo+nuK8FnEqVF1xKZnpf1XOU/W+nd35/SUNvSFGR6f/Xbv+JRGMq3r314ngrsH0JqgRVorrNTFULqCa7X6YQJE0JJv+rqq+2UU04JuaXbOeOMM+z5MWNCh887/3zr27dvyC2XO5rrdPLkyYkgNdepbsTpTBdOPTD7C1MdeOCBdt/Qoem8l+n+sJsGoWfPnmX6wwMEIAABCEAAAhCAAAQgAAEIQAACEKgqAhJafXG1quKsyngQUquSdh7GNWTIEHvnfz0Qk5P/l/sSpMWWgpbt0H59rdjW9eIJ9rxSeO+7XoFRPY2CcfnbmltVc6wGTV+AJwWEzuCxXGzfesstduONNyaC0uJbBx9ySGI/eeNOtzDW9dddl3Ae7Ib4H3PMMYn9bDeeeuopO/LII73T9JVUXx0zNX0ZVQ8SfTHT12aZvhoHe56qV5N6QenrUrC3hb4yqjesTO46LtNXLvXoUI81sVcvKH2t0pcxfZVSry71fJAf/SleuSnd+nKqr3T6Opqu158XScS/5HgjvHi9f9RLRl/7OnXqlPCiONUrSPz8nqpKm9/TST26dI4vmKsni3pWyNRjVF//ZEF3v5eHvmz7vZE8Txn8U09M9TYRm3Q9c9UbQl/+FLbfW1NB66uh30Ngn3328Xqk6quoep364an3jHraqdeG2pZ6dqgHkW5yvj+lX1/ng18YxSzbHqnj3CJvMtWpqHasr+F+bzqxVxn4pnwoP+qxJrYypU/5Uc/Fvfbay/u6qZ4FqmuqQyoL1WdN6+H3nPDD8/MSDM8/VtavykPlovax9957R3rX13X17EhuK6r3ft1R7xn/Q0tynfXbijipt15yW/EjDbYZ9QrJxvQV2f9yrl5twR6awXDUm86P3++tqeM6V2Gox4d6fkeFJwZioV6FauvBtvXKK68kenAqPL9MtK3yzLZHqj68efcO12NG149kU93wv4Cr54juS76prqiOq1em34PYD089StXLQNc/tYU999wz1LZ0XPUh2CPV/wIfDM+Pq6xfpcOvu507d470rh7WflsNjhpQT6eJbuSFTD1c1GMgOTw9vPo9c/fYYw+vbfhtS/cB9ahUzzr5C96D/fAiE5TGUb2W/fDUDqNs0qRJXh1X3VId8U29o9TjVG3Zr9vJdVHXcPXkVC8WXRf8thW8/ga3FXYwPD+usn6j6nbUOeoxow+kG2+8cagnsnq16f6qHh+bbLKJd6rypjyqHqo+ltZW/Lqo64V46hzdl2QVaSuqu0prsmXbVlTnVPf88HQd1/VceVVa/fuQetSozKqyrej+pvtc8rNEsK3og7bqkN9WxGPffff17qt+b0PVQb/nut++5U/1VvcX3Q+U3+Q6Kz+ZmOqH30NWzzxKb7KpfuseorakNupbVFtJrrO6n+qaKwu2ieC24lS56ZlNz2oKI1hn/fhK+w3Gm3ydDZ5Xkbai51CVRfC+oh5cGnnjtxU/rmBb0bVb1/BsLLluJ5+ra6Y/2kY9MXUf8y3qvuKH51/vgm1F5/qjn/y24oelX7/9q+eaer9mY8l1O+rcdG1F91Vxlfn3AY0EmD59uudWWlsJPu97nt0/3dv1XCNTPpSfbCz5PhB1bkXaiuqXnvNKu6/4cfrPYKqLup9mY6VdZ4PhZNNW/GcD/77itxXVe70jJD/vy5/+9Dzt937UdUztPlvz67Z/H0g+v7S2ovco9Z4N1m0/vGzaip751SPVv0YHw0tOT7r9TNqKnmX1vqjn5uAzWLZtRe+Uumckvxv7bT3Ye9tve+nSHeXut5XkZ5Kg33RtJfhMovcqlY/y5wugul6pTKUBqE3r/qHnE5l/L0ne9g66f3pGVxsrWHOVEINAuQisXLGipMlGG4X+3MJKWYXlHrpD5yu89u3aZRWGuzClhNGiefOswsjWs1tYKhTn2WedlTaI+Z9/XrL5Zpsl/LfZcccSd0FK6z+TA+6Bv8RdlLw/J+JmckrCz7333uud524+CbfkDbc4lufHXfhDh9zFMBGve6BMHHMvJ557v379PLfDDjvM2z/66KNLnADlbbuewyVOIPS2nTjn/boXhJIrr7zS23YPk4nwMt1wApV3rusRnPaUBx980PPjXi5CfgYMGOC5uxt3wt2JAZ6b2LqHkBJ3w0vsP/LII4ntxx57LLH96KOPJradGOZt33rrrYkwM9049dRTvXOdoJL2FPfS5fk577zzQn7GjBmTSIN7YPOOnX766Z6b+MuuvfZab989NJW43tretrtZl6hclF+ViRP3vW33sOD9yt29bHnnZ/PPr5sjR46MPM29dCTCdy/bIT8HH3ywd+yEE05IuKuOK0z3wOG5uZc/b3/QoEElI0aM8LbdC3uJX7f9+PXrMzvuuOMS4WW6cd9993lhu4eItKece+65nh/3Yhfy4x5EPHelwX18SBzz24DKQHb44Yd7/rp3717iRHBvW2Xn120/L6oX2labydacwJlIi6656cyP/7TTTgt5cUOmvfMHDhzoueua66fLPfh7bqrzcnMPTSVXXXWVt+23LSfeJ/zLT7B+OWEvFFcmO2rLCmfYsGGR3t2DbyI+JySG/Bx11FHesSOOOCLh7h4EPbcHHnigxH308radMOodD7YtHVe87kXF+9W2yl2/Ksdszb+OuAfTtKfqmqrwnegb8uM+qCTS8NJLL3nHHn/8cc/NvSR5+04AT/hxL08lfttyc4+XuBdB71jv3r29sBWH/+eHF4qwjB0n8iXCS+fVvax6ftwH2pCXwYMHe+5OXE24+/cNvy66ERien65du5YE21bwuhzcVl6C4SUCLmMjWLed0JHWtxMUvPTouh0094HLc7/66qsTzhdeeKHn5j4+em633Xabt+8+7pTIn9Kq82ROJPL2nRDk/QavA+VpK37ddvPJe+En/3PCoxeP0qDniqDp/i33YN12L5Oem66NMifOefu6jz///POJsPz7brCt6HlC4en5IFvz67au8+ns0ksv9cJ3H/BCXpwQnUiXnt1k/n1D6ZE5YTPhx71UlhxyyCHevt++5c+/v+jZyX1I9467YbHe+dn8c2JsIi73IS3yVCcKeH7uuOOO0HE3z77n7oSShHvy9V3PAEqv/oJtIrit5y0d17OTf30P1tlE4KVsOCEnEY97iU/rs0uXLp4/N8os5MeJxJ677he+XXTRRZ6b6r3s9ttv9/bVVq655hpv273oe8f8uu3nVe3L39Y1Ilvz6/bQoUMjT3UftBLhuyHgIT/+s1Owbuu5QelRvZG5D/De/uWXX17i1khIhKX7mJ9u/9e/PqseZmtPPPGEF54TmtKeetlll3l+lKaguQ9qibS8+OKL3iE9x/npch8aS5wgnNh3wn7JoYce6u0fe+yxied9378THxN+dX3I1vx3Bf8+EHW+7tWKL7mt3HzzzZ578D4QvL7r2aVXr16en/3226/ECcaJtA4fPjyx7efFfwZTXczW9D7hh6P3jHSmdMif0hU0J1h67sG2orYrv35bUf617wTtxPO+E0oTz/t6T/PfC/xnKF23y2NOkPXiStdWVC/8/LrOA6Eo9CyuY6o3vumaKje/regarn21FT2P+GH59xXVbd0L5O7fV/R8k60F7wOq21GmNCie5Gcw90EskS61Z9moUaM8N7/t6Trhp92JsYnnfV0v/Lrt3+v964/8++FFpSedm18/k6+zQf/+O6quq0ELPr/77sHru+rsySef7OVF13M9i/j5CraV4PuwnmvlR/ksZPv7CaKQc0jeKo1ALoRUXRSTxVhd6LO1bZwYlhyOXjQry/SQJrE2GKcerJNtihMbXY/bkD/XgzbZW9b7CKl/I/NfMhFSxyRuagipf79A+jd5hNSSkuQX7XQXHIRUhFS1G4TUv68hCKkIqQip6e4WJSXBF22E1L8/QiOk/t1xwn/+Qkj9u/0gpK66jiCkmtdpBSF1VZ3I5y2E1HwuvWpOey6EVPUoC4qR2r72f72essneXq73RnI46pVUmXaz6xmQHGcn1/tPvSKUh27dupU0cz1sgn4OcV/MxK2ihpD6N0GE1L85BHvNIaQipCZfXxBSVxGhR6qV0CN1VX1I3gr2WEJIRUhFSE1uIav2EVJXsaBHqpXQI3VVfUjeQkhdRQQhFSF1VW3I/y2E1Pwvw2rLQS6EVDe3aUholOj4UJrhmqVl1C2KlRJO8tCb0s4vzzHl3y0alRJvUDgNbu/rhub+nKNesgipf5cYQurfHBBSzRvm4w+99HtD6JceqfRIDV7fEVIRUoP1IXkbIXUVEYb2r5q6Q/cS//7C0P6/6whC6qq2gpCKkLqqNqRuIaSuYoKQipC6qjbk/xZCav6XYbXlIBdCau8zz0wRIsszN0iPE0/MSTjZwhQDzUuzqZuHJiiaBrdbujm0LnfzEbmJmbMNPq1/hNS/0SCk/s0BIRUhNe3Fwh2gR+oqOgipCKmrakPqFkLqKiYIqQipq2pD6hZC6iomCKkIqatqQ+oWQuoqJgipCKmrakP+byGk5n8ZVlsOciGkHusmXA6Kjtp+Zfz4rPOkBV+Sw3n4oYeyDqe8J2jO1DGjR5fcesstJee6hZpOcgtj9O/fv0Rp0CIfuTaE1L+JIqT+zQEhFSG1tGsMQuoqOgipCKmrakPqFkLqKiYIqQipq2pD6hZC6iomCKkIqatqQ+oWQuoqJgipCKmrakP+byGk5n8ZVlsOciGkHnjAASkC6OtTpmSdJ81Lmiyk3ve/lTKzDiwPTkBI/buQEFL/5oCQipBa2mULIXUVHYRUhNRVtSF1CyF1FROEVITUVbUhdQshdRUThFSE1FW1IXULIXUVE4RUhNRVtSH/txBS878Mqy0HuRBSDz7ooBQB9NVXX806T3379EkJZ9TIkVmHky8nIKT+XVIIqX9zQEhFSC3t2oWQuooOQipC6qrakLqFkLqKCUIqQuqq2pC6hZC6iglCKkLqqtqQuoWQuooJQipC6qrakP9bNZQFN4k6BoGsCfyxcqW1aNEidF79+vXto48/DrmVtnPKySfbf/7zn5CX+4YONbeIU8itrJ3zzjvPnnryyZC3Rx55xDrts0/IrVB2pk6dau3bt/eyc88999jpp5+ecdZmz55tkydPtjXWWMN69eoVed6UKVNsxowZttFGG9lhhx2W8PPLL7/Y8OHDvX2567jsqaeesu+++87atGlju+66q/33v/+1zz//3DbbbDNzq8jbV199Zdtuu619++23nr+6devasmXLTL/uAcOuvvpq7/jMmTO98DL99/TTT3th7rjjjuYWFYo87WNXHydOnGi1a9e2U045JeHn3XffNXFcb731zL0weu7Kg/Iiczd775yHHnrI29977729cLSTblv5WLhwod16662mOpmNqUxUNk2bNrWDDz448tRnn33WC79169bmVhNO+Jk/f36iHZ122mlWs2ZNcx8kbNasWbbxxhvbIYccYu+//769/fbbts4669gmm2xibkVqa9SokW2wwQYJf2uttZa5lyOP6YABA7zwVU5rr712Iq5MNu6++27PW5cuXWzTTTdNOWXx4sU2cuRIz13sVQa+6Xqg/GyxxRa2z//ab3Kdfeyxx+znn3/2ylx1aNy4cVajRg3bY489vLrth6VfMdNxleejjz4aPFTm9kcffWSTJk2y1Vdf3U5216ooe/3112369OkpbeXXX3+1hx9+2DultLYyduxYmzdvntdWfvvtN3NTgdg222xj33//vVcOfpyqx7fffrs1a9bMFixY4Dtn9PvTTz/ZE0884fnt3r27rb/++pHnPf/884n499xzz4QfnaswdM3ZaaedbMmSJfb44497x4888khr2LChx0AsVFeU/mDbGuqu6X/88UciPIXlRhF4+2pzOj8bu//++22lu/+oHW611VYpp6puqI7IunXr5tVz35Pqgq45agP77bef5xwMT+l87bXXbM0117SePXt6ddG/R+21115efVhttdXsr7/+8s596aWXzM3rbYcffrg988wzfjQZ/aqtjR8/3hReumu42qzarhiJtW8rVqywBx54wNvV/bJ58+ZevpQ/Pzxdi1T/ZSeeeKJ3TfDbltr1119/bdttt513TdE1+oILLvD8Kk/777+/t53pv9GjRyfC23333SNPGzZsmKmOq53qfuDbhx9+aG+88YZ3PzjhhBM8Z/dxyLtvqC6pLuoarjagfKrc/bYVdS2eMGGCdx3XtfTLL7/0o8noN6puR52YaVvRucqb8qhr7T//+U/v3qp7rK634u8+jJpbwMicGGN+XaxXr54tXbrUa3e5aCuqu1tvvXVKVhSHf11U2pRG36Laiuqc6p4fnq7jup67j5reuao7Mr9cdC/6888/PTc9F6hcdT3066V3IIN/flvRdf6MM86IPMNvK7q+6Trnm64V4io76KCDvGuorgHKn+zMM8+0RYsWJdqv6qCuAWorup7puUemeug/OynPffr08Z6B5S8by+R6rOcOPTupLamO+BbVVpLDU1267777vFM6depkag+y4Laubwpfz066zrkPCN5z2BVXXOH5zeRfpm1F10e1Q9U/1RvfRowYYW7tAGvXrp1Xf+T+5ptv2rRp01LaispB1wy1FT3DuBXiE23FD0/pcQvYertuui3bcMMN/UMZ/SbX7eSTSmsruo6rjrZq1cq6du3qneqHp3qj69ioUaPshx9+8O6hjRs3Nr+tiImeM4Km5wJdU/Xspt9szK/bpbUVcXzvvfe8Z4F0bcW/r8ydO9defvllLwlRbUXXMj3vb7755qbnHt1LfNO9yG+vumaq/WVj6a6zwTDStRU9l+mZRM+I/n0luc7qnUPPebqvqH1EPe/7cal8b7nlFu9ZT/fObKy0Z5JgOBVpK8qLrlu6r2y//fbe877eyfUMnvy8/+9//9t7jrzyyivtqquuCiYho22/bqvuRt1X9Hyhd3BZ8n3llVde8a43wbby4IMP2u+//+5dY5Pbitrxiy++6IXltxXVbZkkLL+t6L1J95dszG8rOkd1O8rStRU9K+rZVnbAAQd49wK/rfhtT++8ek+VHX/88V59TG4r/vuw/PTu3Vs/3jNltjpIJm1Fz01qo7vttptXR7zI3D+/reg6q2dFWbCt6Dla75NqK3oH6dy5s+l5Tubf67UdvMecf/753rOC3FTmBWv5rwWTg+oikIseqRdffHFKT1L30p51lk499dSUcNyNI+tw8uUEd2HXBxDvzwmp+ZLsyHS6G7mXD/eQHHk8nxydsOzlxQmp+ZTslLS6G3KifrkHopTj+eTgXkS8vOgreD7b4MGDvXy4h5h8zoaXdvdQlahfTkjN6/xE9drLxww5kSBRJu4FPx+zkEjzzTff7OXFCakJt3zdcAJyolzyva048cvLixNS87U4Eum+8cYbvby4zgQJt3zdcB8tvby4D8H5mgUv3U6MTLQVrVuQz+b32tPzSz6b+wiRKBM9V+az6ble7116zs930/uW8qL3r3w3J1B6eXFCal5nxQmcibZSnkW345Z51wHFy48TUuOWtJymh6H9OcVZXIHlQki9yYkDuZjb9FD3sJEcjuu1VbAF8tZbbyUuuDfddFOJXrDS/bkv4LHmgJAav+JBSI1fmSCkxq9MlCKE1PiVC0Jq/MpEKUJIjWe5IKTGr1wQUuNXJgip8SsTpQghtWrLxY1ISas3BHUIhNSqLRdiy0MCuRBSHxk+PEUAHXjNNVnT2Klt25Rw9CW0UE1fq/weqWX9uiFEscaAkBq/4kFIjV+ZIKTGr0yUIoTU+JULQmr8ykQpQkiNZ7kgpMavXBBS41cmCKnxKxOlCCG1asvFTRWTsf4gfcJNI1C1Cazi2OiRWsXACym6XAipbs6sFAH0iMMPzwqTm1elpOnGG4fC2WLzzbMKI988I6TGs8QY2h+/cmFof/zKhKH98SsThvbHr0yUIob2x7NcGNofv3JhaH/8yoSh/fErE6WIof3xK5d8GdqPkBquOwipYR7sZUEgF0Kq5jFNHpK/SatWJQo7U3OT06eEcVLPnpmenpf+3ATqiS9CboGQEgkT6f7c5OOxziM9UuNXPPRIjV+Z0CM1fmWiFNEjNX7lQo/U+JWJUkSP1HiWCz1S41cu9EiNX5nQIzV+ZaIU0SO1asvFLbSYVm8I6hBugWdPp3CLUVVtAqs4NoTUKgZeSNHlQkh1q96V7LjDDilC6Afvv58xqqh5Vt2K0hmfn48eWWwqnqVGj9T4lQs9UuNXJvRIjV+Z0CM1fmWiFNEjNZ7lQo/U+JULPVLjVyb0SI1fmShF9EiNX7nkS4/UTMkxR2qmpPBXtARyIaQKXv/+/VOE1EsuuSQjrhJi/9GxY+j8jZs0KVm0aFFG5+erJ4TUeJYcQmr8ygUhNX5lgpAavzJBSI1fmShFCKnxLBeE1PiVC0Jq/MoEITV+ZaIUIaTGr1wQUuNXJpmkiB6pmVDCTySBXAmp06dPDwmhGurfqmXLjMTQJ0eNSjn3wAMOiExvITkipMazNBFS41cuCKnxKxOE1PiVCUJq/MpEKUJIjWe5IKTGr1wQUuNXJgip8SsTpQghNX7lgpAavzLJJEU15MmtqoVBIGsCf6xcaS1atAidV79+ffvo449Dbpns7LXnnvbZZ5+FvO6+++726KOPWq3atUPu/s4r48fbqaeeam6xKd/J+7388svtzN69Q26FtvPJJ5/YVltt5WVrzJgxdvDBB+dtFp0obO+++641aNDA3HyDeZsPJfyhhx4ydzM0t0qhtW7dOm/zMn/+fHvppZe89KuNublu8jYvyofy4+aBs86dO+dtPqZNm2ZvvPGG1a1b10488cS8zYcS/tVXX9no0aO9PPTq1cvq1KmTt/kZN26cd+9q1aqV7b///nmbj5Xufj506FAv/QceeGDKvT2fMvbhhx+am0fc1l57bevRo0c+JT0lrbSVFCSxcCik67GbCst++ukna9++ve28886x4FueRHz99df23HPPeaf27NnT1lprrfIEE4tzxrv3m08//dRatmxpBxxwQCzSVJ5EuFGDdt9993mnKh/KT76a6/RjU6ZM8eqV6lc+24gRI8zNdem1d7X7fLZCbCv5/gym+rTxxhubrsmnn3663XPPPflcxUpNO0JqqXg4WBqBXAqpd911l1137bUp0enF9LrrrrMNGjdOHJP2r5fw8847z5SGoDVv3twmTpqU1y/mwfyk2/6///s/a9asmXdYL4wdO3ZM5xV3CEAAAhCAAAQgAAEIQAACEIAABCBQqQS23npr+9h1rLv66qvtiiuuqNS4qjNwhNTqpJ/ncedSSF2xYoW5Ifk2e/bsFCr6qtylSxfvK6C+oL311lve1/MUj85h+PDhtk8e9zqLylOUG0JqFBXcIAABCEAAAhCAAAQgAAEIQAACEKgOAgip1UGdOPOKQC6FVGV8zpw51nW//Wz58uXl4nCiG8J3/fXXl+vcfDsJITXfSoz0QgACEIAABCAAAQhAAAIQgAAECpcAQmrhli05yxGBXAupStZ7771np5xyin27aFFWqTz77LPtkksvzeqcfPaMkJrPpUfaIQABCEAAAhCAAAQgAAEIQAAChUUAIbWwypPcVAKBKCG1hZtIXAuiVMQkovbr18+0iMdff/1ValBaQOZcN1fq4YcfXqq/QjuIkFpoJUp+IAABCEAAAhCAAAQgAAEIQAAC+UsAITV/y46UFwgBrVY7auRI+8hNVvy1217kBNZ69epZM7egVHO30NJee+1lnfbZx2rUqFEgOc48GwipmbPCJwQgAAEIQAACEIAABCAAAQhAAAKVSwAhtXL5EjoEIFABAgipFYDHqRCAAAQgAAEIQAACEIAABCAAAQjklABCak5xEhgEIJBLAgipuaRJWBCAAAQgAAEIQAACEIAABCAAAQhUhABCakXocS4EIFCpBKZNm2Zt2rTx4thmm228KQ/SRdigQQN76aWX0h3GHQIQgAAEIAABCEAAAhCAAAQgAAEIRBLQouBnnXVW5LGg4/Tp02358uXemjfXX3998FBBbdcocVZQOSIzECgCAlOnTrX27dtnlNPGjRvbwoULM/KLJwhAAAIQgAAEIAABCEAAAhCAAAQg4BOYOHGiderUyd8t87dv3742aNCgMv3lqweE1HwtOdJd1AQ++ugjU09U2dFHH21NmjRJy0MLdA0YMCDtcQ5AAAIQgAAEIAABCEAAAhCAAAQgAIEoAnPmzLG777476lDI7aGHHrLFixfbZZddZgMHDgwdK6QdhNRCKk3yUjQEmCO1aIqajEIAAhCAAAQgAAEIQAACEIAABGJPgDlSY19EJBACxUsAIbV4y56cQwACEIAABCAAAQhAAAIQgAAE4kYAITVuJUJ6IACBBAGE1AQKNiAAAQhAAAIQgAAEIAABCEAAAhCoZgIIqdVcAEQPAQikJ4CQmp4NRyAAAQhAAAIQgAAEIAABCEAAAhCoWgIIqVXLm9ggAIEsCCCkZgELrxCAAAQgAAEIQAACEIAABCAAAQhUKgGE1ErFS+AQgEBFCCCkVoQe50IAAhCAAAQgAAEIQAACEIAABCCQSwIIqbmkSVgQgEBOCSCk5hQngUEAAhCAAAQgAAEIQAACEIAABCBQAQIIqRWAx6kQgEDlEkBIrVy+hA4BCEAAAhCAAAQgAAEIQAACEIBA5gQQUjNnhU8IQKCKCSCkVjFwooMABCAAAQhAAAIQgAAEIAABCEAgLQGE1LRoOAABCFQ3AYTU6i4B4ocABCAAAQhAAAIQgAAEIAABCEDAJ4CQ6pPgFwIQiB0BhNTYFQkJggAEIAABCEAAAhCAAAQgAAEIFC0BhNSiLXoyDoH4E0BIjX8ZkUIIQAACEIAABCAAAQhAAAIQgECxEEBILZaSJp8QyEMCCKl5WGgkGQIQgAAEIAABCEAAAhCAAAQgUKAEEFILtGDJFgQKgQBCaiGUInmAAAQgAAEIQAACEIAABCAAAQgUBgGE1MIoR3IBgYIkMH/+fGvVqpWXtyeffNLatm2bNp81a9a0Fi1apD3OAQhAAAIQgAAEIAABCEAAAhCAAAQgEEVg+fLl9s0330QdCrl16dLF5s6dawMGDLD+/fuHjhXSTo0SZ4WUIfICgWIgMHXqVGvfvn1GWW3cuLEtXLgwI794ggAEIAABCEAAAhCAAAQgAAEIQAACPoGJEydap06d/N0yf/v27WuDBg0q01++ekBIzdeSI91FTQAhtaiLn8xDAAIQgAAEIAABCEAAAhCAAASqhABCahgzQmqYB3sQyAsCn3/+uW2yySZeWh988EFr3bp12nTXqlXLdthhh7THOQABCEAAAhCAAAQgAAEIQAACEIAABKIILF261D799NOoQyG3bt26maYh1LB+De8vVENILdSSJV8FTYDFpgq6eMkcBCAAAQhAAAIQgAAEIAABCEAgrwiw2FReFReJhUBxEUBILa7yJrcQgAAEIAABCEAAAhCAAAQgAIE4E0BIjXPpkDYIFDkBhNQirwBkHwIQgAAEIAABCEAAAhCAAAQgECMCCKkxKgySAgEIhAkgpIZ5sAcBCEAAAhCAAAQgAAEIQAACEIBA9RFASK0+9sQMAQiUQQAhtQxAHIYABCAAAQhAAAIQgAAEIAABCECgygggpFYZaiKCAASyJYCQmi0x/EMAAhCAAAQgAAEIQAACEIAABCBQWQQQUiuLLOFCAAIVJoCQWmGEBAABCEAAAhCAAAQgAAEIQAACEIBAjgggpOYIJMFAAAK5J4CQmnumhAgBCEAAAhCAAAQgAAEIQAACEIBA+QggpJaPG2dBAAJVQAAhtQogEwUEIAABCEAAAhCAAAQgAAEIQAACGRFASM0IE54gAIHqIICQWh3UiRMCEIAABCAAAQhAAAIQgAAEIACBKAIIqVFUcIMABGJBACE1FsVAIiAAAQhAAAIQgAAEIAABCEAAAhBwBBBSqQYQgEBsCSCkxrZoSBgEIAABCEAAAhCAAAQgAAEIQKDoCCCkFl2Rk2EI5A8BhNT8KStSCgEIQAACEIAABCAAAQhAAAIQKHQCCKmFXsLkDwJ5TAAhNY8Lj6RDAAIQgAAEIAABCEAAAhCAAAQKjABCaoEVKNmBQCERQEgtpNIkLxCAAAQgAAEIQAACEIAABCAAgfwmgJCa3+VH6iFQ0AQQUgu6eMkcBCAAAQhAAAIQgAAEIAABCEAgrwggpOZVcZFYCBQXgfnz51urVq28TD/55JPWtm3btABq1qxpLVq0SHucAxCAAAQgAAEIQAACEIAABCAAAQhAIIrA8uXL7Ztvvok6FHLr0qWLzZ071wYMGGD9+/cPHSuknRolzgopQ+QFAsVAYOrUqda+ffuMstq4cWNbuHBhRn7xBAEIQAACEIAABCAAAQhAAAIQgAAEfAITJ060Tp06+btl/vbt29cGDRpUpr989YCQmq8lR7qLmgBCalEXP5mHAAQgAAEIQAACEIAABCAAAQhUCQGE1DBmhNQwD/YgkBcEPv/8c9tkk028tD744IPWunXrtOmuVauW7bDDDmmPcwACEIAABCAAAQhAAAIQgAAEIAABCEQRWLp0qX366adRh0Ju3bp1M01DqGH9Gt5fqIaQWqglS74KmgCLTRV08ZI5CEAAAhCAAAQgAAEIQAACEIBAXhFgsam8Ki4SC4HiIoCQWlzlTW4hAAEIQAACEIAABCAAAQhAAAJxJoCQGufSIW0QKHICCKlFXgHIPgQgAAEIQAACEIAABKqAwLJly+y7776zRo0aWd26dasgxnAU1R3/b7/95uX/rz//tGW//GLrrLOOrbvuutXCIkyGPQjEjwBCavzKhBRBAAL/I4CQSlWAAAQgAAEIQAACEIAABHJJQO8Yzzz9tM1z6zHMd39al+H7779PRLHeeutZixYtrFnz5t56DUcffbQ1d9u5suqOX/lYsGCBjR071vubOWOGaW7IKFt//fWtffv2tsuuu9oRRxxh2scgUOwEEFKLvQaQfwjEmABCaowLh6RBAAIQgAAEIAABCEAgjwj8+uuvduedd9o9d99tv//+e8Ypr1mzph1yyCHW+6yzbJtttsn4vGSP1R2/0jNnzhzrf+WVNmnSpOTklblfp04dO7J7d7vwggtsg8aNy/SPBwgUKgGE1EItWfIFgQIggJBaAIVIFiAAAQhAAAIQgAAEIFDNBJ4fM8ZbXXvhwoUVSknnffe1W2+91dRrNRur7vhXrlxpgwYNsqFDh9ofbrsi1rBhQ7tryBDbbbfdKhIM50IgbwkgpOZt0ZFwCBQ+AYTUwi9jcggBCEAAAhCAAAQgAIHKJPDaa6/ZMW54fklJSU6i2XTTTe2JESNs4403zii86o5/xYoVdsopp9gr48dnlN5MPK222mr2wIMPWpcuXTLxjh8IFBQBhNSCKk4yA4HCIoCQWljlSW4gAAEIQAACEIAABCBQlQQ09+m+nTvbt99+mxJtrdq1rWOHDtasWTNr2rSprbX22rbgiy+84e9z5861r776Kq342q5dO3v2ueesRo0aKeEGHao7fi0idVLPnvbqq68GkxXa1jB9MZJArDlQtfDVF24O1S/d33vvv2/fLloU8u/v1K9f38a+/HJO54/1w+YXAnEmgJAa59IhbRAocgIIqUVeAcg+BCAAAQhAAAIQgAAEKkDguGOPTZkPVOLnwQcfbP369bMWLVumDV3ziZ5z9tk2ffr0SD+Db7rJjjnmmMhjvmN1x9/noovs8ccf95MT+tV8r1f27+8N0U8nCGsu2YeGDfPmll28eHHofO20bt3aRrtpE1ZfffWUYzhAoFAJIKQWasmSLwgUAAGE1AIoRLIAAQhAAAIQgAAEIACBaiDw5Zdf2q677JIS82WXX269e/dOcY9y0HyigwcPtrvuusv++uuvkJc2bdvaCy+8EHIL7lR3/BMmTLATjj8+mKTE9r/+9S873y0apSH6mdjSpUvtWCdKv//eeyneTzrpJBt47bUp7jhAoFAJIKQWasmSLwgUAAGE1AIoRLIAAQhAAAIQgAAEIACBaiDw9NNP27nnnBOKWQskjRg5sswh+aGT3M6VV1xhDzzwQMhZvTjfd0Pf061gX53xa0j/Pzp2tKjFta677jrr4Yb7Z2vfffedHXjAAd6UB8Fz11hjDZv90UdWp06doDPbEChYAgipBVu0ZAwC+U8AITX/y5AcQAACEIAABCAAAQhAoDoIXNy3rz366KOhqO+99147yA3rz9Y01+ku7dubBMqgPfLII9Zpn32CTont6oz/scces759+iTS4m+oV+mNrodteU3THOzftWvK6cOHD7d93DyrGASKgQBCajGUMnmEQJ4SQEjN04Ij2RCAAAQgAAEIQAACEKhmAp2dwPmR6ykZtMlu0aXNNtss6JTxdvfu3e31KVNC/m+55RbrftRRITd/pzrjj4q7SZMmNnHSJKtbt66fxHL9Hn7YYfbOO++EzlUPV/V0xSBQDAQQUouhlMkjBPKUAEJqnhYcyYYABCAAAQhAAAIQgEA1E+iw6662wK08H7QnRoywPfbYI+iU8fYNN9xgt916a8j/zU5IPSqNkFpd8X/gphs46KCDQunUzhVueoIzzjwzxT1bh1FuaoQL3PyqQWvevLm9+dZbQSe2IVCwBBBSC7ZoyRgE8p8AQmr+lyE5gAAEIAABCEAAAhCAQHUQ0BB0DUUPWkUWRtKCSxriH7RWrVoFd0Pb1RX/kCFD7NqBA0NpqVW7tr3nFopq2LBhyL08O8uXL7fnx4wJnbpazZrWrVu3kBs7EChUAgiphVqy5AsCBUAAIbUACpEsQAACEIAABCAAAQhAoBoI9HKryY8dOzYl5ov79bNzzz03xT3XDtUV/0lumP3LL78cyo564ao3LgYBCFScAEJqxRkSAgQgUEkEEFIrCSzBQgACEIAABCAAAQhAoMAJPOIWQOrnRNMo22233ezoY46xzm6BpHr16kV5qbBbdcW/Q+vWKT1nzznnHOt3ySUVzhMBQAACZgip1AIIQCC2BBBSY1s0JAwCEIAABCAAAQhAAAKxJvDTTz9Zxw4dbMmSJWnTWatWLdtpp51Mwuqubk7Vtm67Tp06af1nc6A64v/jjz+shZuvNNnuu+8+OzBi3tRkf+xDAAJlE0BILZsRPiAAgWoigJBaTeCJFgIQgAAEIAABCEAAAgVAYPTo0dY7iwWWNJfo9tttZzvvvLO1a9fOdnZ/jRs3LjeJqo7/hx9+sNbbb5+S3vGvvOL1oks5gAMEIJA1AYTUrJFxAgQgUFUEEFKrijTxQAACEIAABCAAAQhAoDAJjHBzg1588cX2x8qV5crgFltsYV26dLEu++1nbdu2tRo1amQVTlXGP3fuXNtj991T0vf2O+9Y06ZNU9xxgAAEsieAkJo9M86AAASqiMCsWbNsO/dFWHbIIYeU+jW4fv36Nnjw4CpKGdFAAAIQgAAEIAABCEAAAvlC4JNPPrEhd91lzz33nGn4e3lthx12sEsvu8ybCiCbMKoq/unTp9v+XbumJG32Rx/ZOuusk+KOAwQgsIqA2ulNN920yiHN1pNPPmmauuPSSy+1a6+9No2v/HeuUeIs/7NBDiBQXASmTp1q7du3zyjTGnKzcOHCjPziCQIQgAAEIAABCEAAAhAoPgJff/21vfjCCzZp0iR766237LfffisXhGPcQlWDbrjBatasmdX5lR3/vHnzbHc332uyzZg50xo0aJDszD4EIBAgMHHiROvUqVPApfTNvn372qBBg0r3lMdHEVLzuPBIevES+PDDD23HHXf0AGiOotK+oq633no2atSo4oVFziEAAQhAAAIQgAAEIACBjAn8/vvv9vbbb3t/77oOHB988IH98ssvGZ//z3/+026/446M/Sd7rIz4Fy9e7M3xmhzXf/77X2vdunWyM/sQgECAwLRp06xPnz4Bl+jNN99807tWXHLJJXbddddFeyoAV4TUAihEslB8BJgjtfjKnBxDAAIQgAAEIAABCECgOgj8+eef9vHHH3s9VSdOmGBvvPGGSewsze5/4AHbf//9S/OS8bFcxK8wWjRvbskDcu+77z478KCDMk4LHiEAgfQEmCM1PRuOQAAC1UwAIbWaC4DoIQABCEAAAhCAAAQgUKQENOxfUwDcPWSIvfvuu5EUtt12W3t53LjIYxV1LG/8W2+1lf3888+h6C+//HI7s3fvkBs7EIBA+QggpJaPG2dBAAJVQAAhtQogEwUEIAABCEAAAhCAAAQgUCqByZMn28m9etny5ctT/L3hhvm2aNEixT2XDtnE32nvvU2L5gTtxB497Prrrw86VWh7386dbf78+aEwHn74Yev4j3+E3NiBQCESQEgtxFIlTxAoEAIIqQVSkGQDAhCAAAQgAAEIQAACVUjgqaeesh9//DERY7169ezoo49O7JdnQ4tUnXbaaSmnDr3/fjvggANC7tUZf79+/eyR4cND6WnTpo298OKLIbfy7nzxxRfWsUOH0OladGvmrFlWv379kDs7EChEAgiphViq5AkCBUIAIbVACpJsQAACEIAABCAAAQhAoAoJbNKqVWh+01q1a9vcuXOtVq1aFUpFh113tQULFoTC0GIzPXr2DLlVZ/xjxoyxM884I5Qe7Ujc7dCxY4p7tg4PDRtml112Weg0LRD84ksvhdzYgUChEkBILdSSJV8QKAACCKkFUIhkAQIQgAAEIAABCEAAAlVMYKe2bW3hwoWhWCe/+qptttlmIbdsd3qddJKNHTs2dFr//v3ttNNPD7lVZ/zffvuttXHCZrL9Y7fdbNSoUcnOWe1rEauu++1nM2fODJ139tln2yWXXhpyYwcChUoAIbVQS5Z8QaAACCCkFkAhkgUIQAACEIAABCAAAQhUMYEu++5rs9xQ86ANvPZaO8kJoRWxM1xPz+ddj8+gDXvoIevSpUvQyao7/oMOPNA++OCDUJq089zo0dauXbsU90wd0k1vMNIJtLs5oRaDQDEQQEgthlImjxDIUwIIqXlacCQbAhCAAAQgAAEIQAAC1UhAQ881BD1oLVq2tClTpthqq60WdM54+/5NXHEAAEAASURBVK+//rLdnViYvMjSG2+8YQo7aNUd/7hx46ynW2Aq2bQY1MiRI8vFYNmyZbZ/1642b968ULDrr7++TX33XVtjjTVC7uxAoFAJIKQWasmSLwgUAAGE1AIoRLIAAQhAAAIQgAAEIACBKiaQTki81AmsZ511VrlSM8oJkBdccEHo3DXXXNM+/eyzFGGyuuNXIjUEf8aMGaH0aqf7UUfZzTffbDVq1Eg5ls7hjz/+sB4nnmiTJk1K8XLPPffYwYcckuKOAwQKlQBCaqGWLPmCQAEQQEgtgEIkCxCAAAQgAAEIQAACEKhiAitXrrQ999jDtMJ8skUtDpXsJ3n/JbeQ0tlOgP39999DhzRMXsPlk62641d6Jrzyip1wwgnJSfP2u7qepde6RbI23HDDyONBR801e8H559urbo7ZZDvggANs6P33JzuzD4GCJoCQWtDFS+YgkN8EEFLzu/xIPQQgAAEIQAACEIAABKqLwGgncPY+88zI6Dt06GAX9+tnO+20U0pvUv+EFStWePOM3nP33aYeplpoKdmeeuop69CxY7Kzt1/d8SsRN910k93s/qJs7bXXthPd8P/999/f2rRpk8Jhzpw59uyzz9qDDzxgP//8c0oQ6667rk2aPNkaNWqUcgwHCBQyAYTUQi5d8gaBPCeAkJrnBUjyIQABCEAAAhCAAAQgUE0EJHyef955JrEznTVo0MA0b+hGG21kDdZbz35assQkIOrv/7780v788890p9qhhx5qQ5zIms6qO34/Xeede26pDOSvXv36tpHrnSoev/76qy1ctMi+dX/prFatWna3G9KvHqkYBIqNAEJqsZU4+YVAHhFASM2jwiKpEIAABCAAAQhAAAIQiBmBP9wQ/5NOOskmTJiQ05QdfvjhdpObZ7SsBZaqO35lWtMMXPSvf5UppmYKqG7dunbf0KG25557ZnoK/iBQUAQQUguqOMkMBAqLAEJqYZUnuYEABCAAAQhAAAIQgEBVE1Cv0ttvu81uueWWUnuYZpKuhg0beotVnXb66Zl49/xUd/x+Qp8cNcouv/xyW7Zsme+U9a+mQrjhhhtsq623zvpcToBAoRBASC2UkiQfEChAAgipBVioZAkCEIAABCAAAQhAAALVQGD27Nmm+U5Hjxlj6imaje2yyy7efKIHHnig1a5dO5tTE36rO34l5KeffrJhDz5oD7h5T3/88cdE2sra2H777e38Cy4wLVKFQaDYCSCkFnsNIP8QiDEBhNQYFw5JgwAEIAABCEAAAhCAQB4S+Pbbb23KlCk2depUmzFjhi1evNh+cqLiL7/8Yuuss45tvPHG1rRpU+9X23u4IexbbrllznJa3fErIxKSP5g2zV53HGbNmmU//PCDx0H5ltjaYP31rZHrfduufXvbe++9rXHjxjnLPwFBIN8JIKTmewmSfggUMAGE1AIuXLIGAQhAAAIQgAAEIAABCEAAAhDIMwIIqXlWYCQXAsVEACG1mEqbvEIAAhCAAAQgAAEIQAACEIAABOJNACE13uVD6iBQ1AQQUou6+Mk8BCAAAQhAAAIQgAAEIAABCEAgVgQQUmNVHCQGAhAIEkBIDdJgGwIQgAAEIAABCEAAAhCAAAQgAIHqJICQWp30iRsCECiVAEJqqXg4CAEIQAACEIAABCAAAQhAAAIQgEAVEkBIrULYRAUBCGRHACE1O174hgAEIAABCEAAAhCAAAQgAAEIQKDyCCCkVh5bQoYABCpIACG1ggA5HQIQgAAEIAABCEAAAhCAAAQgAIGcEUBIzRlKAoIABHJNACE110QJDwIQgAAEIAABCFQ+gZkzZ9p3332XiKhOnTrWoUOHxD4bEIAABCAAgXwlgJCaryVHuiFQBAQQUougkMkiBCAAAQhAAAIFQ2Dx4sV28cUX2wMPPGAlJSWJfLVs2dI+//zzxD4bEIAABCAAgXwlgJCaryVHuiFQBAQQUougkMkiBCAAAQhAAAIFQUA9ULfbbjv79ttvU/KDkJqCBAcIQAACEMhTAgipeVpwJBsCxUBg/vz51qpVKy+rw4YNsx122CFttmvXru09vKf1wAEIQAACEIAABCAAgUojMG/ePNt0000jw0dIjcSCIwQgAAEIxIjAsmXL7LPPPiszRUcccYRJq+jfv78NGDCgTP/56qGGG1qyamxJvuaCdEOgyAhMnTrV2rdvn1GuGzdubAsXLszIL54gAAEIQAACEIAABHJLACE1tzwJDQIQgAAEqpbAxIkTrVOnThlH2rdvXxs0aFDG/vPNI0JqvpUY6YWAI4CQSjWAAAQgAAEIQAAC+UEgnZC63nrrWbdu3Wz77bf3MtKjRw+rX79+fmSKVEIAAhCAQNEQQEgNFzVCapgHexDICwLBof0jRoywtm3bpk13zZo1bZNNNkl7nAMQgAAEIAABCEAAApVH4Ouvv7bjjjsuFEGTJk3s8ccfD7lJcPWnbgodYAcCEIAABCBQjQSWL19uWqelLOvatavpXqZh/RreX6iGkFqoJUu+CpoAi00VdPGSOQhAAAIQgAAECpzA22+/bbvuumsolwipIRzsFDiBuXPn2rhx47z5FBctWmTBGQf33XfflI8PwjFlyhQ7/vjjQ2RatGhhEm/k3qxZs9AxdiAAgaolwGJTVcub2CAAgSwIIKRmAQuvEIAABCAAAQhAoBIIfPnllzZ79uxQyB07drR69eqF3KJ2EFKjqOBWTARuu+02O//88yOzfM4559jtt9+ecmz8+PEmkTXKhgwZYmeeeWbUIdwgAIEqIoCQWkWgiQYCEMieAEJq9sw4AwIQgAAEIAABCOSCgFYv/ve//20333yzabhj0KZPn56Y8zTonryNkJpMhP18JvDOO+/YPffcY5rG4ptvvjG1kaANHTo0ZaEahNQgIbYhUBgEEFILoxzJBQQKkgBCakEWK5mCAAQgAAEIQCAPCFx11VXe/G9RSUVIjaKCWyEQWLx4sa1cuTKRFa3D0LBhQ29/2LBh1qtXr8Sx5I3nn3/eDjrooJAzQmoIBzsQKAgCCKkFUYxkAgKFSQAhtTDLlVxBAAIQgAAEIBB/AlpEQ2JqlCGkRlHBLZ8JaKG0F1980ZYsWRLKhuYjXbBggeeWKyF1zTXXNM152rt3b9Pw/mTTPMJ9+vQxDfH/+eefQ4eDQ/vfe+89u+CCC0LHW7dubWeffbZttdVWIXd2IACB3BFASM0dS0KCAARyTAAhNcdACQ4CEIAABCAAAQhkSCAXQur777/vLZATjPLdd9+15s2bB53YhkBOCWgqii+++MJb4ClZiNxzzz2tcePGKfG1b9/epk6dmuJeUSFVvVt///33RLg1atSwtdZay/Rbluncr776KrRAlXrH+vMTv/LKK9a5c+eUYBT2o48+ascee2zKMRwgAIGKE0BIrThDQoAABCqJAEJqJYElWAhAAAIQgAAEIFAGgSghdd1117UrrrjC60VXu3btMkLgMASqh4DERYmMUfbyyy9HLuSUiZA6evTolOku6tevb02aNPH+zjjjDNt8882joq0Ut3RCqiK76667vB6vlRIxgUKgyAkgpBZ5BSD7EIgzAYTUOJcOaYMABCAAAQhAIJ8JaFjwwoULE1lYffXVQwKTjuvPt9VWW80OPfRQa9Soke/ELwRiSaCyhNS4ZRYhNW4lQnqKhQBCarGUNPmEQB4SQEjNw0IjyRCAAAQgAAEIxJqAhgpfdNFFNmLEiFA6Ndw5KKyGDrIDgWoicP3119szzzzjDdVPnr905MiRdthhh6WkrDxC6uDBg704/MBq1arlzWO6zTbbWJcuXXznWP3OmjXL9t9/f/vyyy9T0kWP1BQkOEAgZwQQUnOGkoAgAIFcE0BIzTVRwoMABCAAAQhAoFgJaL5FrSB+9dVX29KlS1MwVIaQqvkpP/jgg1Bcu+yyi9WpUyfkxk5xElA91MJKwTlERULD7H07/PDD7bnnnvN3Q79PP/20HXHEESE37ZRHSE0JJE8c/vjjD3v22Wdt8uTJoRQfddRRtvvuu4fc2IEABHJDACE1NxwJBQIQqAQCCKmVAJUgIQABCEAAAhAoOgLTpk0zrUo+e/bstHmvDCH17bfftl133TUUp4SzVq1ahdzYKT4CJ5xwgrcgUnLOa9asaRIHfSuPkDpp0iRbtGiRH4QpTM1j2rJlS9too40yWugpcXKBbWg6gKBwLR5t2rQpsFySHQhULgGE1MrlS+gQgEAFCCCkVgAep0IAAhCAAAQgAIH/EbjlllvswgsvLJUHQmqpeDiYYwIakq/Fm5ItF0JqcpjsryIg4TQ4hUeNGjWsR48eduONN1rDhg1XeWQLAhBISwAhNS0aDkAAAtVNACG1ukuA+CEAAQhAAAIQKAQCZQmpWmn89ttvt65du+Y0u/RIzSnOWAf2/fffe8PLX3/99dDUEbVr17YhQ4akpD1TIVVzpL711luJ87XomcRA9S7V8PUWLVokjrFRNoFkIdU/QyLqp59+auutt57vxC8EIJCGAEJqGjA4QwAC1U8AIbX6y4AUVD6BZcuW2Xfffeetgly3bt3Kj5AYIAABCECg6AikE1LXWmstu/TSS73Fp9ZYY42cc0FIzTnSWAb4yy+/WL169aykpCQlfZoPd/ny5SnumQqpKSfiUCEC6YRUBaqF6DQFAgYBCJROACG1dD4chQAEqpEAQmo1wifqSiGgOv2MWxhh3uef23z397n7Uw8O39QLQD0rmjVvbptssokdffTR1txtY7kjoJc9DSVcuWJFItB2blELrcqLQQACEMhXAhKq9GEuaI0aNUrsRgmpmntS7pXZow8hNVEEBb2huichNcrSCalaQOqzzz5LnKIh/U2bNrXNNtvM2rZtm3BnI7cEEFJzy5PQipMAQmpxlju5hkBeEEBIzYtiIpEZEPj111/tzjvvtHvuvjs0wX9Zp+ql4pBDDrHeZ52F0FcWrAyP66X+CCceBG3AgAF26mmnBZ3YhgAEIJAXBNQD8OGHH7Y+ffqEPsytvvrqofvNypUrQ/uaF3Httdeu9DwipFY64kqJYMGCBaYFm1577TVbsmRJKI4nnnjCW7wp6FgeITV4PttVR+CFF16ws88+27744ouUSOmRmoIEBwhEEkBIjcSCIwQgEAcCCKlxKAXSUFECz48ZYxLqghP7lyfMzvvua7feeitzV5UHXuAchNQAjP9t/vXXX/bnn3+GDkjE1zx0GAQgEF8CzzzzjJ133nmm56VkSxZSk49X1T5CalWRzm08ugfo3hBlEuVr1aoVOlSakLrddtvZjBkzQv7ZqV4CKq+BAwfahx9+GErIY489Zg0aNAi5sQMBCKQSQEhNZYILBCAQEwIIqTEpCJJRbgLqyXGMG54fNWdYeQLddNNN7YkRI2zjjTcuz+mc4wggpKZWg+GuN9sll1wSOnD/Aw/Y/vvvH3JjBwIQiAcBTQtzmutFP378+LQJiouQKtEtOIWNErzBBhuk9GhMmxEO5JyAykOLN/3xxx+JsDXce5dddknsZyukqpyHDRuWOF8b6667ru22227MuRmikj87P/zwg3300UehBLdp06ZKerKHImUHAjEkgJAaw0IhSRCAwN8EEFKpCflMQC8q+3bubN9++21KNmq5FWw7duhgzZo18+YDW8sNr1zghljNmTPH5s6d6032n058bdeunT3r5hXTsEwsewIIqanMEFJTmeACgTgTkGDVq1evUpMYFyG11ERysMoJdOzY0fugmNzb9NBDDzXNWepbtkKqfx6/hUPg2WeftSOOOCKUoe23397UE17z2GIQKGYCCKnFXPrkHQIxJ4CQGvMCInmlEjju2GO9+cWCniR+HnzwwdavXz9r0bJl8FBoW4LqOW7+qunTp4fc/Z3BN91kxxxzjL/LbxYEEFJTYSGkpjLBBQJxJlCWkKph1xryP3jw4Dhng7RVAwHVjeSpXJSMTIRUias77LCDvfPOO/Qoroayq+ooo4RUpUE9jR955BE76KCDqjpJxAeB2BBASI1NUZAQCEAgmQBCajIR9vOFwJdffmm7BobI+em+7PLLrXfv3v5uqb9/uGFyegm+6667UuYpa+NWs9ViAVj2BBBSU5khpKYywQUCcSZQmpC67bbbeiKHhuBihU9g8eLFNmXKFPvxxx9DmT3aTSu0xhprhNy0k6mQOmrUqNC0RPXr17cObiSNRDSsOAikE1KVe82hfrl7pu3fvz/zqRdHdSCXSQQQUpOAsAsBCMSHAEJqfMqClGRH4Omnn7ZzzzkndJLmCRsxcmTWQ/KvvOIKe8DNVxk09Wx9//33bYPGjYPObGdAACE1FRJCaioTXCAQZwJRQmr79u3tlltuMQ3djpN9/fXXKXNnnnXWWQhyFSgkzW161VVX2W233WZLly6NDEnTC62//vopxzIVUlNOxKHoCJQmpPow1JbvvPNOf5dfCBQNAYTUoilqMgqB/COAkJp/ZUaK/yZwcd++9uijj4Zw3HvvvXaQG9afrellaBf3gvzbb7+FTtWwqk777BNyY6dsAgipqYwQUlOZ4AKB6iQgoSx5fm2JYn4Pw19//TWlB2KTJk2y/lBXFXnUNXfXXXcNRTVv3jxr1apVyI2dzAl89dVX3vzqpZ2RTkg9/PDDQ6Nc1MO0s5vPfb/99vMWASstTI4VFwH1dj7qqKNKXdRO01WNGTOmuMCQWwg4AgipVAMIQCC2BBBSY1s0JKwMAp2dwJm80unkV18t9+T83bt3t9fd0L2gqedRd/eAK1NbSRZaGzZsmHWPny/mz7eVgVV869SpE3pZUxyKK2hNmzY1+fNNq0m/PHasLXDTGyxauNAbGtjIrdC80YYb2t6dOlnr1q19r1n/zp4921566SWbOWOGJzJoaJn+WrRoYc3d35ZbbmkHuJXmtZhXOitLSNUCHBMnTLD3XI9fvawu/OYb06ItjRo18ljs17WraehsWaapGea7BcSC1tj1IK5Xr57npDnqtOL2hx9+aJ9+8okngJx8yikpgkPwfE0Z8fLLL3vz033nFjFbvny5N0+dBIltttnGtnZ/2223nansyzL1EpMYIxs9erTd7ObdDdrAa6+13Xff3XMK1oPKyJciyWXeFF5111WlAYNAeQiojV944YU2a9as0OkvvviiHXDAASG3fNhBSM19KVVESM19agixkAnoWeWyyy6zG264ITTVg59nhFSfBL/FRgAhtdhKnPxCII8IIKTmUWGR1BCBDq73zYIFC0JuT4wYYXvssUfILdMdPcDeduutIe83OyFVPQVkx7qFpyZPnhw6fvAhh9g999wTcittR72fdnJzrwZX8pVI+eZbbyXE1CgR8lm3yq+GlM5w4uall15q77/3XmnR2BZbbGG3uLzsuOOOpfoLHlTYl7mw3ysjbJ3TrFkzO+/88+3II4/05oILhqPtqDwMGDDATj3tNHvqySe9obHznaBcmkmsvO32222rrbZK603XL/UkDtqdbr5b9Qb6xAmn/3JCyQcffBA8bDfceKMdd9xxITftqPeW0viKE17LMonIZ7uFys53DGqXIiiLzxuvv15WcN5x1YOXx43zvr7nMl8KvDLypnCjyrkq6qrixiBQXgIj3fQvmtsyyjIRUpctW+Z9lIg6Xx+E9OHL79Ua5acy3BBSc081EyH1hx9+sAYNGuQ+ckIsSgLPPPOMnXTSSfbzzz+H8o+QGsLBThERQEgtosImqxDINwIIqflWYqTXJ7C/67U4ffp0f9f71QOoevmVxzQHmobpBS04LPLxxx+3PhddFDxsa621ls2YOTPUWzTkIWknanj3JptsYq8FesKmE6feevNNu8n1aNRw1ExMYt/dd9+dUe+qe50YPHDgwJDAm0kcWmjlmWef9XqTBv1H5UGLJeh6kzwXbfC85G310nzo4YcTvTaTj6cTHBu73rnHH3+8/f7778mnRAqpTzzxhF3Sr5+tdD1cszH1zlWZaGGyKMtGSNX5T7l5f7XQSK7ypTArK28KO6qcJaRWZl1VvBgEKkJA16BTXM/0KNM8hOp9rw89X7je7hr1oPuMrg36ALZixQqvl3rUtcUPT/Nrr7322qaFg/TXvHlzO++887yh3RJaK8MQUnNPNUpIVfl169bNu6/uueeeiQ+guY+dEIuVwMcff+xdL4Lz8mr+f33sxyBQbAQQUoutxMkvBPKIAEJqHhUWSQ0R6OVE07FueHuyXewEsXPPPTfZucL76iGwgxsyrxfpoN3vXsr3d0PdM7EoYa1Pnz52/gUXJE6PEqf0EK0Vg7O1ddZZx15xQ+g32mijtKdquLnEwPLaCSeeaP/+979Dp0flQcLCL7/8EvKXyc4GThQd/8orkQt6RAmOp59xhj3m5s5Vr7EoS+6Rev/991v/K6+M8pqRm3qSXnPNNdbT1cdkiyrvZD/B/dKE1GzzpXArM28KP6qcK7OuKk4MAhUlUJqQWtGwSzt/vfXWs0MPPdTrya/5MnMpqiKklka+fMd0r08eobHpppsyx2n5cHIWBCAAgawJIKRmjYwTIACBqiKAkFpVpIkn1wQeGT7c+jnRNMok5hzthuLrZdWfLzPKX7Zup516qmnoZ9AOO+wwu2vIkKBT5LZ6u7Z1PTg1F1bQ3nA9TdUDyrcocco/5v9KvNPDhYbYa77VD9xco1qwIMq02uulbu6tKNP8gPt16RI5J5d6W+61997eXKCah/XTTz+11157LdKv8i8OvmWSBw2JVx62cPGscD1HZ7qevZr7taSkxA8m8Xvhv/5l/3J/yRYlpCb7Sd4PCqmfffaZ7ePmlE0uE52jMtlpp51sR1dmEoHVO22Mm+c0akqCmjVr2mOux7I/36kfp0TqV928vTLxW7JkiX/I+91ss81M4opv1153nTc3bEXzpfAqO2+KI5NyzlVdVXwYBHJBoLqE1GDatfiQpga5+OKLMx7REDw/eRshNZlIZvsa4XGB+5D5etIULJMmTfJ6E2cWCr4gULUENE2U7vFB0/RPpU01FPTLNgTyhQBCar6UFOmEQBESQEgtwkIvkCz/9NNP1tENg04Wp4LZq1WrlieGSVjVisZtnTAWXLQp6DeT7f/+9792cq9eIa9169b1hveX1bsoSvht166dPefEuaCVJU5pXla9fAenHdD5Stvpbg7S5KH/6kHzqhNAo+wYN0+gL/T5x8VH86tqTi4NUQ3am2+84b10atGioGk+07Fu8RbfysqDevAOuOqqlGGRCr9nz54pvUn1IKVeqclWluCo9HdxQvEOO+zgLRK15pprWsuWLT0BWmH17NHDxrl5SYMmUVRzs2qe1Sh76qmnrJ/jr0WogqZFrt5yK2enqwdR0zqk681c0XwpXVWRt7LKOZd1NciabQiUh4BGFWiKFi0iqA8bcTBN7XLbbbfZQQcdVKHkaEE9DTkP2sSJE1OuscHjxb6tUQtaZPI///lPCgrmPk1BgkOMCDzspjzSs1LQjjjiCBvh1glATA1SYTvfCSCk5nsJkn4IFDABhNQCLtwiyJpWQu995pkZ51Tzhm7vRL+dd97ZJGLu7P4kgGVqmidvRyfKScQN2rCHHvIEu6Bb8rZe2F5PGp6vIfEaGh+00sQpTVmgqQvS2ZOjRnm9nJKPT333XWvSpEnIWQtnaQGtoElEHOnC0Dyd6UyLOEmc1MryvqnX4azZsxM9eErLg+aw1Vy26UwLaUnETTYtGrVBUlmVJjiuv/76dqsTKDq5HqdR9pZb4Ouf7sUjaKofQ9xiVQeWIWq86XoRd3cLSQUXDVM4g9wcZpqbNcpyJaSWlS/FXVV5K62cc1lXo3jiBoGyCGgBvSfd4nb6+DF37lxvntOoHu9lhVMVxyWkSlCVsIpVDYGOHTuaruVRhpAaRQW3uBCIElKVNsTUuJQQ6cgVAYTUXJEkHAhAIOcEEFJzjpQAq5iAvsCrh2ZQ2MsmCVrhXsJgl/32s7Zu0aDkXpjJYak34iOPPBJyVk8g9WJMZ3opa7PjjqEh5BLt1ItIQzyDlk6ciuq9GjzP395j99090cDf1+9LrseNemX6JgFQQ/pnO/EzaJrn89oMFuvSnKD3uIWsgqZFofbdd1/PKV0eJGCrB25ZjLu6spAIErT/uB63rd0ctUFLJ6Sq5+kE1xtLi7xEmcSUg51wIXE2aH379rXz3HDbTOzqq682LdIVtG233dZeTurh6h/PhZBaVr4UV1XmLV0557Ku+vz4hUBpBMaPH+9du9TL8JtvvvGmOknuNV7a+XE4pg9S06ZNs+233z4OySn4NGhaleSPon6mEVJ9EvzGkUA6IVVpff755yvcwz2OeSZNxUkAIbU4y51cQyAvCCCk5kUxkcgyCKiXpHoSPudWDE8e2l7GqaHDEhs1n6imAkhn77zzjh0emA9U/uq5lZkl/KUbUvWoW/zoYifSBU3irXqyJls6cUqroWsOrLJMCydpkaGgPfrYY7a3m+/UN82N2uV/oqfvppf4D9xLfMOGDX2ntL/Kq8TOoJ12+unWv39/zykqDwpfw+i3csP0y7IrLr/cHnzwwZA3zUG61157hdzSCanJC3iFTnI7Wom78z77hJwlbL/reu42atQo5J5uR3OmamqJoCmPMx1bLfKVbLkQUsvKl+KsyrxFlbPSkMu6qvAwCKQjIMFLc43qGlsI1qBBA28ebk1Fg1UugXRC6oYbbuh9jFxrrbUqNwGEDoFyEihNSB0zZkzkqJ5yRsVpEKhWAgip1YqfyCEAgdIIIKSWRodj+Ubg66+/thdfeMG0UISGN//222/lysIxbsi7hmlrqHuyqcefBLQFCxaEDg13i1/t4xa3irKjjzrKW6gpeOzee++1gyKGsEeJU+rJOdo9HGdid7uFnwYOHBjyesedd3pDvnxHLZilhbOClk0cYiDx4ne3SJRvWo1ac5/KovKw8cYb2ztTp/reS/3VIk03ub+g3emE8uR5S6OEVL38SsxcY401gqeHtqPyr7JQmWRj+3ftatOnTw+doheczkkitTxUVEjNJF+KpyrzFlXO2dSjTOqq8oRBIB0BjUjQ9boyTT3BJa5pMTnNsaz5qf0/fXjRvMi692iuzZfdXNGvuPmc0/V0zCSdmnf72Wef9RZLzMS//Pz4448p9xgttogYmJ5glJCql/aXXnrJK+f0Z3IEAtVLQM8++rCsKUuSDSE1mQj7+UwAITWfS4+0Q6DACWgFan/RGs0jpqHN6UyiUrqhsunOwR0C1UVAIp+EHv296wQ8DeP+5ZdfMk7OP//5T7v9jjsi/Q8aNMhud/PZBa27E0u1iEmyLV682BvWH+wpW69ePfvQCXBRYl+UOKV5VDWfaib2xBNP2EVJK9zf6haPOtLN0erbECe2Xpsktva75BI755xzfC8V+o3Kg3pYPf3MMxmFqx616lkbtOQ86FiUkNqmTRt7wQnFpdldTpS9LmkKg3QLP5UWTtTw/uuuu856JC0CoTAqKqRmki/FU5V5iyrnXNdV5QmDQBQBfbz6l7vWff/991GHy+0m4VTirIQK/TVr1iyrsHStnzBhgo1y801LENU9IFvTvUHX8uSPR+nCUVtM7sU6b968xPNduvOK2X1HN92OFiDzTS/s6tksgRXLDQHNK7906dKU+cT90NUDWyM5sOwJaNFPXZ/UzoOGkBqkwXZcCaiji6bhKcs0ZZg+GAwYMCAx6q2sc/LxeA3XQ6UkHxNOmiFQzASmOoEpk+HCYqRFeRYuXFjMuMh7HhP4888/7eOPP/Z6qk50L7lvuBXigz0qo7KWTlybM2eO7bnHHqFTNJxbvRM1RDxoj7lh9X379Ak62VFOdL05QnSVpyhx6kInFkgwyMRGjhxpF15wQchrsgipaQaSh8JGDZ0PBZLFTlQeJOQqHZnYsGHD7HI3xULQkvOgY1FCamls/fD6XHSRt3q3v6/fcW6OxW222SboVOZ2VI/KdPOsVlRIzSRfSnBV5i2qnHNdV8ssBDwUHQGNONDHrP+6eZNzaZq7WYvTqbe9Fn/Khamn6OVuqhL1dtc9KBvTx2t9QLvwwgvLFJsQUrMhi99MCUjs0DQ2+miY/Jq/ZMkSTyDVhwf50/OURD19OFBb0hzFK1asKDWqTTfd1LSAop6f9PGgTp06iUUrdaLOV69vtUd9gFZvbV94VbxNmzZN7JcaUYEelJiqBfWCdpibeopF64JE2I4jgYluHYN0i8FGpVfP1rrvF6ohpBZqyZKvgiaAkFrQxUvmSiGgB3+9kEsM09yYUVba4kFRw7qT5yJVmMe6nk2TJ08OBT/S9VRKNw9rlDileVvPOuusUBjpdjIRUo9youaUKVNCQfx37NicLXISlYdsBLaKCKmnuikLBlx1VShvyTtaHOxNJ6QHbZZbeCt54a/g8ajtJ105SnQJWnCu2KB7RYXUTPKl+Koyb1HlnOu6GmTIdvES0AJ5o91CdXqRUr3LpekjcU/Xi/yUU06xzTbbLJdBJ8LSiAhdw9OtEp/wGLGhxf0kxpZmYkKP1NIIFfcxtR31cNaUE/6fenIHR8r4hPRs1KRJE5NQqg8ByQKq7y8Ov/rYIBFWf+pJrOks9Kt7uX71p/noMQhAIF4EEFLD5YGQGubBHgTygsDnn3+e+HL5wAMPpKyKHcxErVq1TEOhMAgUGgEJnSf36uX1oEjO2xtvvmktWrRIdrahQ4fagP8truQf1HDQwYG5PfUSsqNbwCr4sqK59qY64dbvVeGf6/9GiVMa0nLqaaf5Xkr9zURI7eCG2SfP8ar5SzWPaS6sonmobCG1nZtzVnMa+qaeMPPctTBbi2Kt6RE0TUKyVZWQWpV5q2g5R/GL6nmczJL94iAgAecON72Krn9+77eK5lzPMTvttJPXE2YPN6pAQ4v1XKN5TivblJ+H3AKDJ598clbilMQizb1aWu8dhNTKLr34ha+F1l5wc8LrQ7CmKNAQev1JKF20aJHXW/TXX3/1nmskjharacoGtXH9aYocLSq6wQYbFCsO8g2BWBDQtUoLBZdlRx55pM130xBqMVs9CxSqIaQWasmSr4ImoKGx/vxfr7/+unXs2LGg80vmCoOA5vOVSOmbhnwdffTR/m65frVI1WkRYuVQN1/nAQcckBLmd999Zzu5OYWDwzXV+2Hahx+aXtZlUfOVnnHmmXbFFVekhOc7VIU4tbMTEpLnJnr7nXe8YXJ+OiryW9E8VLaQuusuu5iGxPmm6Rj0USmduO37S/7VPLnJQ41uHDzYjj322GSvFZ4jNdMeqVWZt4qWM0JqSjXB4X8EtFigeld/9dVXOWGiocY9evSwwa59aihxdZoWpVLeJHJlauo1+/7773s9BaPOQUiNopK/bp9++qnNdqMk/N6jet6R6KBndj17aJqt4Pyu+ZvT6km5em9rKp+tttrK+9P0AXp+23LLLasnQcQKAQhEEiiWxab0dRWDAATyjIATEzS3sffnhNQ8Sz3JLVYCrVq2LGmy0UaJP7cIWolb1KDCOJwIlQjTD/+hYcPShuuG7af4f/XVVxP+o47PmjUrcTxqwwkIKWHed++9UV4j3dwq1innjxo5MuTXLaSV4sdN8xHyU5GdiubhwQcfTElfch6UPl2//HLyf90iVWUmvfuRR6ac54TlMs9L9tCvX7+UcKa89lqyN2//4YceSvHrVoeO9FvefCmwqsxbRcs5k7oaCQjHgibgep2UuI8aiWcT/xmlPL9OQC1xCzaVuKH1sWKm+4QbjpxVHl0P2rT3ObXFZD5uvspY5bmqEuMWlSxZtmxZ4i8XzwaVlXYnppe88847JW6BxRI3TUzJPvvsU+JE85SyTC5b9v9+b8k1Bzcqp8R9cCl55JFHStyolcoqdsKFAAQyJOA+dnjXQzdPc4Zn5Kc3hNT8LDdSXeQEEFKLvALkafbbtmmTIkp99tlnFc7NST17poR77z33pA3X9YxN8e8WlvL8ux4kJRJ4fYFPv5323jttWP6BqhCn3IJEoXQpbW4ONT8JGf3q5e/1KVMSf673TOK8iuahsoXUiy++OCX/bnhkIv2ZbrghRynhuCkTIk+vKiG1KvNW0XJGSI2sKkXr6HrclXTv3j0nIpIvoE6bNi22PF0P0xI3xDir/LoFNyLzg5D6NxaJ8Mnimpu2KpJZVThK1J05c2aJW0m9xI1eKOnQoUOJ62FV4uYgLVl77bVT0pqcdvYrRzDNhKuuIWeffXaJmyahKqoKcUAAAhEEEFIjoOAEAQjEgwBCajzKgVRkR2Dfzp1TBCyJbxW1008/PSXcsWPHpg1WL0mbbbpp6JzW229f4uZELYkSie688860YfkHqkKccgtshdIsIXXgNdf4SSjz1w23LdnYvQgGReJzzzkncV5F81DZQqrE8WDatZ1Nr19l1C3UUdK8WbNQOBLOVfZRVlVCalXmraLlHNVGonoeR/HErXAI6Hqia2/t2rVzIiy1dCMW1KMsH+zjjz/2PrhlIuzIj8QdiXLJ5qaYKVHvxuCfW6Ar2VtB70eJqGJW2UKq2GtEg+rxnDlzSiZMmFDi5sItkQCg8sq0bPFXfaJpaezr1KlT0qtXr5IPP/ywoNsPmYNAHAkUi5DKHKnuKoxBIN8IMEdqvpUY6RWBy9wq9m7IfQhGi5YtvZXos53n0g9Eq0Lvvttu3qTmvpt+33CruyvsdPb/7J0J3A3l+/+vZMlWtgrJVujXZimyliV72YUsKUlIdoosWSJbJSKKVFKyZSlK1pSISkrW0D9L1pAt8b8/8/2e5zvnPDNzZs7M2T/X68WZmXuZ+37Pec4585nrvq4uzzwj8+bN8yv++OOPZdKkSaJuqFKOY1xIMoVkU1YWibiTSFyivG/9hoG4gZtUDD4lZvgdN9qZOmWKqJtWv6LxKimMChmgHXM7h3DHSDWaPxKKfaXiRNt9/+D9h/eh3ooWLSorV63SH0rZjlSyqUjOze11ZozUlLdHUm7MnTtXXnnlFVGCvF+s6VBhVKlSRZRHtpalWwlYoXYT8XZI/IeYqSq8iq1zI0O5WhEg+Lyh/YfAKvW5i+tvZEikqoQwoyLHxxCfFOy3bNmixTBFHFMlhjuKd+v4pDHUAInP8BsGuRUQ4zdXrlyCGIZ6Q4x41MmWLVvKP/y+Qix7vNdVyAmNGY7pDXHKkUAL/SH+K/6BN+LEImGnCtHgyeeE/pxOt5FHQj30kdatW0s8fcaAdf369f2mW6NGDUFyTBoJxDKBZImRSiE1lt+FHBsJmBCgkGoChodjmsAXX3whbVXikEDrp4Stzp07Bx62ta884aR79+5+dTNmzCg7du60FNdWrlwprVq29GuHH6xLPv1ULqkf/j5DhuhZH37o2zV9jYQ4hZuVcirZgvKo9RvH6xMmSKNGjfyOBe4g+6/yCNZuhnxluKH4Ud1Y+pK4uJ1DuIVUFftMmz9uzvQ2TYmjNWvW1B8y3MZNSb2HHxYVd9GvHImnWqkbLCOLlJAaybm5vc4UUo3eKYl/DFnGe/ToIWvXrnU9WQg7+LyFgFqmTBnX/UWrAyQTKqWSFyI7sR3D59TSpUvtVE2KOkuWLJGHHnrIcK6hCKlIcgaBX8UulT///FMT9PB64cIFw3PE20H83eD7GgmWatWqJfh9gmMwvBcDRU4ch6Bxj0pUmT59euxGxfDb5aefftKuiU9sxavvOkFsjYThIQaSkyKBHcTkWDf81gl8SI6Hxsq7XerWrRvrw+f4kpgAhdQkvvicOgnEOgEKqbF+hTg+IwL4sfyA+uG/b9++VMUvvfSSPBbgbZmqUsABlfRHnlECbOBNUunSpWXBJ58E1PbfVcv65B51AwzPCSuzI1KifaTEqbFjx8o49U9vKm6bzFbetIUKFdIf9ttWyZy0mxb9wRIlSmjCse+Y2zmEW0jFOF9QojvOoze1JFgTu9USff3hVNvPKdFGLR32Ow52X3/zTaqbFV8lIyH1tddekyZNm/qqpLzic/m+AFGoffv2MvjFF1PqWG1Eam5urzOFVKurmHhlEEDatWsnEFLVEkJXE4R4oeIXav98D3BcdRgDjeGRWqlSpVTfQ0ZDgygCz758+fJpxfjuwkMUvcFrEN6ByWBmQiq8IFViL8F3lJlBiHv11VcFfUAsxT94W8ajZcmSRfv+VrF3pXr16oJ9379MmTJpIii+37ACI5qCaDjY4reYipUvKi6y9u+DDz4QFb4sHKdK6RN/h/fdd580aNBAexBvd0VLSgcR2jASUnFqeA3je5ze7RG6EDyNYwLJIqQy2VQsBpbgmEggCAHGSA0CiMUxS2DBggV+8Sn1MS8bN2qkZcJF7DIzUzeeVxDjUXm2por36evr63XrzJr7HR84YIDpWNBX0SJFtNh1fo1MdiIVdxJZjRHP1TdX32vxu+++ok8c5Rsm4sH279fPkBVirurN7RzCHSMVY1WeLVeKFSuWav5gYpWg5qXhw1O1AbvpQWL0qmXMqdopT2bDLNz4XPZdD9+rErD1iC23IzU3t9eZMVItL2PCFP78889XlNgA5dT1P3Xjf2X8+PFX8HmUiIY42nY5derUKQUB/hYD2ymhNaU80TcWL16cav5KRL3ylUqIaGZKQLqihP24SfqEWJ3IKl+vXr0rzZo1u9JWJcfEe6Bnz55XZs6cqcVnVZ6kZtNNyuPqoaSWSHOg+v5UnpdX1MOFK0pQvqIEz1Tvl8C/H6f7ZcuWvbJp06aY5KycD0zne8cdd8TkmDkoEgABxkhVn0Q0EiCB2CRAj9TYvC4cVXAC6vtVunXtKnPmzDGtnCNHDilfoYLkyZNHcqglbCf/+ktUMgjt3/9TngrwYDAzLBd9Q8U5tWMqCYHUqV3btGrz5s1l7LhxpuX6gkh6+akESNKvXz/96bVtLPFTIqO2jA+xzn5Ty02VqJzK4wmVK6i4srNmzUpZFohjbucQCY9UjPONN96Q4cOGYdPPMmTIoC0TLl68uNymljMeP35cNikvOnWTJPjMDLQbb7xR1iuvDisPH8TVa6i8VgINHlOFCxeWzMpzaOLEiQJPIrceqThHJObm9jrTIzXw3ZBY+4iHOGjQIM172+qz1u6s4ZmCZdoq87ndJnFZr0WLFqIeMgQdOz6n4IEHz1P8LSohx68NPFatVhf4VY7zHXghjgv4jn366acFMS0DDZ/jYAx2sWbwaMycObPmRYpYuE3VigWEfMCSelxnmjcE4KGJ7+Tly5cLQkUpwd2TjvHbCUv+h6nfFfj9GSuGUA14P6kH6KmGhPecF5/PqTrmARLwgECyeKQyRqoHbxZ2QQKRJkAhNdLEeT4vCSAG6eOPP+6X1MmL/hs2bKgJn7hRtWsINQCR1sgWLlqk3QgZlQUei6Q4hZsJLLVdrm4kQjEIiJ+rtoExwtzOIVJC6sWLF6V+vXpa4pBQ5o82iKM7Uy0hxPI+Kzutlo/iZjgwLq2+zRyVfAcikRdCaiTm5vY6U0jVX/3E2cb7QnmAaZ/L+Ixxa1iG/KIKa9GqVSu/BzZu+43V9qdPn9Ye5CCJUTBTHonaAxgwT2YhNRinc+fOyezZs2WKSpSIBJLRNCynxlJqhIPx/UNYmQceeEDbj9Xl4dFkFs5z47ty9OjR2sPHwPAYoZ4XD0gRP3Xo0KHa8vlQ+/GyHZL7QZiHE4LeKKTqaXA71ghQSI21K8LxkAAJpBCgkJqCghtxSgBP0serWJPI/uz2qToEQSSrekplZXVqr6kYa6NGjUrVDDdMZpncU1VWByItTiHeLOa8ZPFio+GYHrv11lsFMT5LlCyZqo7bOURKSMXAIVpAjP8mhJvra6+9VqaqZCQVlVeuHRusvPOmTp1qWtVLIRUnCffc3F5nCqmmb4W4LECc6Oeff16LPWyUrMbppOCdjf46duwoTh5qOT1PLNbfunWr9uAFIo+V+bxSIQBRSE1NSoWV0LwDEQcdsVAjbRCpIJLecsst2soDrD6oUqWKIP46LbYI4G/tYxUjHr9rEK/YC8O1R6zWWPGi769iwyOPgN4opOppcDvWCFBIjbUrwvGQAAmkEKCQmoKCG3FOQMX1lMlqKf4nKgspPFWdGLwJ2yjvAWQvDcxsarcfLGMtr7wJA5/2Dx48WNqrpV52bcuWLVJbZdHV28iRI6V1mzb6Q6bbn3/+uTwekGxrxowZ8qBKPGFlEFLhPREsOcMNygtVxWQThCswS2Tidg4q/q10Vp5WejOaw5+HD2tig1606dOnj3Tt1k3fNOg2vObeV8mjxowZo2UsDtYANx6PPPKIPK/CIgR641q1xY1a7969ZZ7yDNGP2dfGJ6R6NS/0G865ub3Oob5Xfbz4GhsE8AALnn4vvPCCFgbD7aiQJAfJ8O666y63XcV1+74qqZ3Rw7nAScErtY36fqCQ+j8yf/zxh5ZASsWclfPnz/+vwOMtFbdU8EANHohYyq1il2rfSSXVA0YspabFJ4F1KpQRktnhO87ou9rJrPA7aciQIYK/Z/x2iKZhLirGrhbOwDeOq666Kqx/I77z8JUEQiFAITUUamxDAiQQEQIUUiOCmSeJIAFk3EW8K3gUIEs04luePHFCW1KNGxuVrEHLdIxX/LtfLadDPFAv7K477/QTEiDKbv7++5iKlWU1T4jAP6pYc6tWrZKDBw9q2YvTq/AGhZRXRSHlSYN4e3fffbfg5jERDZma165dK1+quGmIL3j06FHNqxNLMXMqb+U8Kl5sJRXCoWrVqq6u6Qn1fkR8tn+UsPqvurEBzyJFimh8cVMTDovU3MIxdvYZuwScLEMPNovbb79dW2Jbp06dYFWTohzL0eH5H2y5MbxSsWwdcb31lkwxUn3zRjgEPBB7Tz0YC+bN62tj9xUe0niPquQ82oM0iKUQUGmJSwD3SCr5pRabGQ/L3diDDz6ovS8Rd55GAiRgjwCFVHucWIsESCAKBCikRgE6T5mQBL5TyYgQb1NvjRo1kteVRwyNBEiABBKNADyKEWMZvyPcGB4kwAMVSVrMvNzd9B/PbcePHy9dVVLFYNa4cWNBDES9JYKQCo96vUcgHjQZrRpZsWKFPPvss4Kl/F4ZHrwibmkDlSSwllolgqSVtOQkAK/7hWq1U69evbSHrKFSwGfd0qVLtfdVqH2Eox08uJGwTW9YGWCVQFNfl9skEC4CFFLDRZb9kgAJuCZAIdU1QnZAAhqBLmoZ2Lx58/xoOEky5deQOyRAAiQQowTw0AjLyd3GEUTcSIQTwXLoaC95jVHU2pJbcArmlQrBA16YBdXqAZ8VL148rmPLYll1tWrVtJUBvjlVqlRJ1qxZ49vVRHyIW4i37IVBqMWKgw4qTjo8fCkkeUE1sfpYsmSJ9nBj9+7dIU0Mn3Xdu3fXYvfGyuoefHYgPIjennvuORkxYoT+ELdJIOIEKKRGHDlPSAIkYJcAhVS7pFiPBMwJIMlK6XvvFSRu8hni+y1dtsy3y1cSIAESiGsCeFCEWH8//vijq3lgaeuAAQOkffv2ht6FrjpPwMZ2vVKRyChUcSfWsBmJqBijT0jFsv1XVYJHCPFnzpzxZPj33HOPTJw4URAznUYCVgQQdxfxixG/HiE4QjGEiICAiRAR0TYjIfXqq6+WlStXan9z0R4fz5+8BCikJu+158xJIOYJUEiN+UvEAcYBAaNs7K+pJZlNmjSJg9FziCRAAiRgTmD79u3asmks5Xdj+fLl0zyx4O2XOXNmN10lVVuINna8UgFl06ZNUqpUqbjms2/fPrlXPZhEjOpAg5A6Z84c7bsV8azdGuJft27dWhP1kz25mVuWydh+79690r9/f/nwww/9QlDYZYEwFS+++KI8//zzdpuEpZ6RkIoTwcMdD86QUI1GAtEgQCE1GtR5ThIgAVsEKKTawsRKJJBCYNeuXVpCIngRwBPmCyUuvPXWWynl2IBgsO7rrxnvz48Kd0iABOKJwN9//60tPx03bpyrxD0QTSE29OzZk0ulQ3wD2PVK7dy5syBTfTwbkh1WqVLFcApIynfs2DG/pI6GFYMczJQpkzz++ONacrOMGTMGqc1iErAmgHATLVu2DCleNMRUPBSIpie0mZCKWc+fP1+LE2xNgKUkEB4CFFLDw5W9kgAJeECAQqoHENlFUhEw8j4NBPDSSy/JY23bBh7mPgmQAAnEPIFTp05pAuorr7wiSPbjxuCVj0RS+fPnd9NN0re165WaPXt2LZ5qrMReDOXCWQmpofSnb3PzzTdrXtEIK5ElSxZ9EbdJwBUBCPxPPPGElpTKaUd4Ly5YsECLCey0rRf1f//9d0FM5RMnTqTqjkJqKiQ8EEECFFIjCJunIgEScEaAQqozXqxNAsGE1KJFi8oXy5fTG5VvFRIggbgicOHCBXnjjTdk+PDhmtef28HXqVNHkJiF5g0Bu16p8NrMlSuXzJ07Ny4zzYdDSMWy/R49esijjz5Kr2hv3o7sxYDAlStXtNipSNTk1DJkyCCzZs2Shg0bOm3qSX2cG38fgUYhNZAI9yNJgEJqJGnzXCRAAo4IUEh1hIuVSUCshFTcrE1Vy/zh9UIjARIggXghgKznffv2FcSndGsVK1bUsj3jleYdAXilImbh4cOHbXW6Z88eKVSokK26sVRp9erVmmceRKnLly+7GlqJEiW0UAcVKlRw1Q8bk4ATAl+r0E6PPfaYIBSUE0ubNq1MnTpV2kZpRRPCE3zwwQd+Q6aQ6oeDOxEmQCE1wsB5OhIgAfsEKKTaZ8WaJAAC8NgarbK1ImswLGfOnFK0WDEpXbq0tmQwffr02nH+RwIkQAKxTuCff/7RhKYhQ4bIyZMnXQ0XD5IQ1uShhx5y1Q8bmxN4//33teRI5jX+VxKvQiqWGT/11FOydOnS/03G4RaSSA0dOlQ6duwoyD5OI4FIE0CM6d69e8vkyZMFDwXs2lVXXSUjR46UXr16SZo0aew286QevgPmzZvn11e1atWkQIECfse4QwKRIkAhNVKkeR4SIAHHBCikOkbGBiSgxQ3Ej2T84GU2U74hSIAE4pEAllB36dJFtm7d6mr4eIg0aNAgqV27dsRv/F0NPE4bV61aVVauXBl09PEopCJpT7169eSvv/4KOj+zCjVq1BAkz7nhhhvMqvA4CUSMwLJly6Rdu3byxx9/ODpns2bNNO/QSIupjgbJyiQQZgIUUsMMmN2TAAmEToBCaujs2JIESIAESIAE4o3AgQMHNE8pxMRz4ikVOM+8efNqWc9btGihPVQKLOd+eAjMnDlTWrVqFbRzLCu+5ZZbgtaLRoV///1X8M9nEIvefPNNbVUHvKRDscyZM2uCfvfu3RmjPBSAbBM2AkjihDAT+/fvd3SOPn36yMsvv+yoDSuTQCIRoJCaSFeTcyGBBCNAITXBLiinQwIkQAIkQAIGBOBFjyX8Y8eO9ROxDKpaHoInPsQqeKHSI98SVVgKz507JxCxg4VigFemHcE1LIO06HTLli1aDNSjR4+m1EKIHGQ9D9Xq1q2rhahADFkaCcQigbVr18rDDz/s2Nt64sSJ0qlTp1icEsdEAmEnQCE17Ih5AhIggVAJUEgNlRzbkQAJkAAJkEDsE0DCnnfffVf69+8v8EYN1TJmzKgtUUX283hMYhTqvGOxHYSVSZMmWQ4Nos3ChQst60S60EhEdTMGCLDg0LRpUzfdsC0JRITA5s2btRAof/75p+3zIcYvEj7h75lGAslGgEJqsl1xzpcE4ogAhdQ4ulgcKgmQAAmQAAk4IIBYmj179pTvv//eQSv/qunSpdME1IEDB0qePHn8C7kXFQLfffedluDQ6uQZMmSQgwcPSvbs2a2qRawMy5rvuece0Xuihnpyn6iPhFJILEUjgXghsH37dqlevbogqZpdQ9gKfJYjHjWNBJKJAIXUZLranCsJxBkBCqlxdsE4XBIgARIgARIIQgDJehC79LPPPgtS07q4QoUK8s4778itt95qXZFFXNYiAABAAElEQVSlESdQvHhxgYenlSGMAzyIY8FWr14tlStXdj0UZBF/6623hMv4XaNkB1EigIcKEFN37NhhewRZsmSRDRs2CISlaNihQ4fkyJEjKadOnz69FCtWLGWfGyQQDgIUUsNBlX2SAAl4QoBCqicY2QkJkAAJkAAJRJ0AkkchNmbfvn0FN76hGuKgtm7dWkaNGiU33nhjqN2wXRgJjB8/Xrp27Wp5hvLly8u6dess60Sq0K2QmjVrVu392KFDByY3i9RF43nCRuDw4cPSpEkT+eqrr2yfA8nj1q9fL7ly5bLdxquK+E7B94HP8B2xfPlyqVq1qu8QX0nAcwIUUj1Hyg5JgAS8IkAh1SuS7IcESIAESIAEokMA3+VIZoIb3R9++MHVIODpOGHCBKlYsaKrftg4vASQnOmmm26SCxcumJ4oX758jpYQm3bkQcGcOXNCjmWKWKg//fQTQ0t4cB3YRewQuHTpkhb7dOnSpbYHdf/998sXX3wh8AiNpAUKqTg3vMLhFY+HHDQSCAcBCqnhoMo+SYAEPCFAIdUTjOyEBEiABEiABCJO4N9//xUs30b8UitBzc7AEFMTQiwSGaVNm9ZOE9aJMoFmzZrJ7NmzTUeBRDUI84AYi9E0xOjFUmaIv06tSpUq8v7770vevHmdNmV9Eoh5AqdPn5YHHnjAURzrtm3byvTp0yM6NyMhFQPo3Lmz9uAtooPhyZKGAIXUpLnUnCgJxB8BCqnxd804YhIgARIgARL49ddf5fHHH9eWerqhAc8m3AwPGDAgZhITuZlPMrVdtmyZ1KpVy3LKixcvlrp161rWCWfhihUrpGHDhnLq1ClHp4EIPGjQIOnXr59gm0YCiUrgwIEDUq5cOUHsVLs2cuRILYSL3fpu65kJqSVKlHAkArsdB9snFwEKqcl1vTlbEogrAhRS4+pycbAkQAIkQAJJTgBeqOPGjdO8UM+fP++KBgQueKEymZQrjFFrfPnyZbn++uvl+PHjpmPo0qWLIJ5qpA3v02HDhsnQoUMF204Mc5o7d65UqlTJSTPWJYG4JbB161bt/X7y5Elbc0iTJo0gXAY+wyNhCxculPr166c6FYXUVEh4wEMCFFI9hMmuSIAEvCVAIdVbnuyNBEiABEiABMJFAILZk08+KfPnz3d1ity5c8tHH30kiLdHi28C9erVk0WLFplOApm14b0cSUOis1atWsmXX37p+LQY75IlSwSJdWgkkEwE4L2NEBh4QGLHIKa+9NJLEfNMbdmypXzwwQd+Q6OQ6oeDOx4ToJDqMVB2RwIk4B0BCqnesWRPJEACJEACJBAOAogtCS/U119/XRBTL1RDHNRevXppy6UzZcoUajdsF0MEXnvtNenWrZvliPbs2SOFChWyrONFIZbvYzx4r9r1rNOfFzFf33nnHbnmmmv0h7lNAklDYMGCBdK4cWPbYmqWLFlkx44dEUnEhgd5d9xxh+BBic8opPpI8DUcBCikhoMq+yQBEvCEAIVUTzCyExIgARIgARLwnIBPQMXS7DNnzrjqH7E00U+RIkVc9cPGsUVg3759WvZsq1FNnjxZOnToYFXFddnvv/8uDz30kJbFO5TOnnvuOc277qqrrgqlOduQQMIQQLgVxCS1a4888oi2wsBufTf1Dh48KCdOnEjpAg89ChcunLLPDRLwkgCFVC9psi8SIAFPCVBI9RQnOyMBEiABEiABTwjMmzdPWrduLWfPng25PyTpQfxTJCZp0KBByP2wYWwTKFiwoEBQNTPEUcT7yWv7559/BLET4fGK95hVrFazc+M9OmnSJGnfvr1ZFR4ngaQj8MQTT8j06dNtzxvhMOrUqWO7PiuSQDwQoJAaD1eJYySBJCVAITVJLzynTQIkQAIkEJMEdu7cKUgQhIzsbqxp06YyceJELRmRm37YNvYJNG/e3NIj7dprr5WjR49KunTpPJsMRNQWLVpoSaFC7RQiKsJVdOzYMdQu2I4EEpLAxYsXtXipa9assTU/PExBwqrMmTPbqs9KJBAPBCikxsNV4hhJIEkJUEhN0gvPaZMACZAACcQUASyXhFcfYkxeuHAh5LHdcMMNmoDapEmTkPtgw/giMHv2bEF8USuDIFOpUiWrKrbLvBBREbMVCc9Kly5t+7ysSALJRAChXcqWLSu7du2yNe3evXsLwgJE0rBiAnG39YYHO0xkqCfC7VAJUEgNlRzbkQAJhJ0AhdSwI+YJSIAESIAESMCUABL0DB48WBNQ7WZrNusMN69z5syhF6oZoAQ9DjEjZ86ccv78edMZ9u/fX4YNG2Za7qTg+++/l1KlSjlp4lcXoQamTZsm2bJl8zvOHRIgAX8Cv/76q5QsWdLyb9vXIm3atPLdd99J8eLFfYfC/ooHgDly5PA7D8a7adMmYbxjPyzcCYEAhdQQoLEJCZBAZAhQSI0MZ56FBEiABEiABPQErly5IjNnzpQ+ffoIEni4sezZs0v37t217O1Zs2Z10xXbximB6tWry/Lly01Hf++998rGjRtNy50UIGTEM88846SJVjd9+vSax9yzzz5LkcUxPTZIVgLwJq9du7ateNn33XeffP3115ImTZqI4DISUnHi+fPnMy53RK5AYp+EQmpiX1/OjgTimgCF1Li+fBw8CZAACZBAHBL49ttvNdFz/fr1rkbvE1AhTF133XWu+mLj+CYwZswYwdJeM4OwcujQIdfeyggj0KpVK8HyfidWoUIFeeWVV7iU3wk01iWB/xJAyJdu3brZ4rFy5UqpXLmyrbpuK5kJqUgeN2XKFLfds32SE6CQmuRvAE6fBGKZAIXUWL46HBsJkAAJkEAiEbh06ZJMmDBBE7ywHaphyeSTTz4po0ePpoAaKsQEardlyxZp1KiR7N6923JW8IB+9NFHLetYFUIY6dSpk/z7779W1fzKkOBq0qRJ0q5dO7/j3CEBErBPAH9ziJeKpfvBDJ8Fc+fODVbNk3KEpkGIDqyw0Bu+n6ZOnao/xG0ScEyAQqpjZGxAAiQQKQIUUiNFmuchARIgARJIZgJYnonl0D/99JMrDIiDCjH2rrvuctUPGycOAXg4Q2QJZm3atJEZM2YEq5aqHMlu4PW8dOnSVIJJqsq6A9dee60WsxdhB2gkQALuCGzevFnKlCkT9EEGvM/Xrl0r5cuXd3dCm60bNGggn3zyiV9tCql+OLgTIgEKqSGCYzMSIIHwE6CQGn7GPAMJkAAJkEDyEkBcSiT5WbRokSMRKpBYnjx5tPiSLVu2ZHzJQDhJvm9XSM2dO7ccOHDA0fsH8Rbr168vR48edUQ5f/78snjxYgr+jqixMglYE+jRo4cWIsO6lsidd94pEF7hER5uw3kQg1nvlUohNdzUk6N/CqnJcZ05SxKISwIUUuPysnHQJEACJEACMU5g//79WgKoefPmuRpppkyZNE9WZF2Hhx+NBAIJ2BVS0e6HH36wndX7448/Fnixnj9/PvCUlvsQb/bu3St58+a1rMdCEiABZwTOnDkjd9xxh+D7JZiNGDFCnnvuuWDVPCmfNWuWHD9+PKWv22+/XapUqZKyzw0SCIUAhdRQqLENCZBARAhQSI0IZp6EBEiABEggSQhcuHBBxo4dK8OHD7eVZdkMS4YMGaRnz54CARViKo0EzAg4EVKrVasmy5cvN+sq5Tji70KEuXz5csoxOxtIgLZkyRIpV66cneqsQwIk4JDAwoULNS/xYM3wvYFQMoULFw5WleUkEJMEKKTG5GXhoEiABECAQirfByRAAiRAAiTgDYEVK1ZIx44dZceOHa46rFmzpowfP16KFi3qqh82Tg4CToTUHDlyyLFjxyzB4D08efJkyzpGhQgdsGzZMrn77ruNinmMBEjAIwI33nij/Pnnn0F7w3cJYhvTSCAeCVBIjcerxjGTQJIQoJCaJBea0yQBEiABEggrAcRARfzS06dPh3weLIkeOXKkIA4ejQTsEnAipKLPPXv2SKFChVJ1/88//8ibb74pXbp0SVUW7AD6+/zzz+XWW28NVpXlJEACLgm8+OKLMnjwYFu9YNl98+bNbdVlJRKIJQIUUmPpanAsJEACfgQQw8r3Y/qdd96xjJuFGzzE5aGRAAmQAAmQAAn8h8BXX32lLYFet25dyEiuuuoqefTRRwXLqZFUikYCTgjgofjUqVO1JoidiN9zVjZz5kzt/aavc+nSJalbt64mhuqP29lGPESIqDfddJOd6qxDAiTgkgBCyBQvXly2b98etCd4ryLp4c033xy0LiuQQCQIINbvrl27gp6qYcOGWrxtPDQYNGhQ0PrxWuEqlantSrwOnuMmgWQlgC/WMmXK2Jo+vogPHTpkqy4rkQAJkAAJkEAiE9i5c6d069ZNPv30U1fTvOuuu2TChAly//33u+qHjUkABCCI5syZU06dOmUKpHPnztp7zlchVBEVD9ifeOIJLR4wzunWIAjDK1Zv+N15+PBhwW/QQMuXLx/FoUAo3E8aAitXrhTEPLYjweBBHR6g0EggFgjgvVu1alXbQ+nTp4+8/PLLtuvHW0UKqfF2xTheElAEKKTybUACJEACJEAC9glA6MHy+yFDhmiilf2W/jUhDA0YMEA6dOggadOm9S/kHgm4IADPUiuBv1SpUrJp06aUM+CBwGuvvZayb2cDwumCBQukYsWKptUh5m7ZskU2b95smngNK502bNggH3/8sS3vOv3J4MldsmRJqVevnpQvX14KFCigL9YSZcFzD7Fbs2bN6lcGERj/aCQQzwQef/xxeSeIBzrmlyZNGvnhhx8ED+4iYfCMR6JEvSFkDf5eaSRAIdX/PUAh1Z8H90ggLgjol/Z/+OGHll9wV199tdxyyy1xMS8OkgRIgARIgAS8JgBRCDeuEIZCNQhQw4cPl/bt22s3t6H2w3YkYEZg/vz50qhRI7NiTbg/ceKEZMyYURNcmzVrJufOnTOtH1iAOKgQaosUKeJXBEF0xIgRmiAKL9Ljx4/7lcfSDub+1FNPafGI8+fPH0tD41hIwDaBo0ePCuJI4jWYNWjQQPDZEAnDdyVCD+itcePGMmfOHP0hbicpgbNnz2oJr4NNv3bt2lpMby7tD0aK5SRAAhEnwGRTEUfOE5IACZAACcQZAZ8X6rBhw+TixYshjR7ec08++aQmNHmxDDqkQbBRUhDAUt/rr79ejh07Zjrf5cuXy7Rp0+SDDz4wrWNUAM/PTz75RHLlypVSDBGnX79+8vbbb2teoCkFcbABr9QWLVpI79695c4774yDEXOIJOBPAB6peMAXzPAdhIcd9957b7CqrsuNhFQ45Pz6669MSOeabvJ0wGRTyXOtOVMSiDsCFFLj7pJxwCRAAiRAAhEkgCQ6rVq1kiNHjrg665QpUzQvVFedsDEJGBA4cOBAquW9a9askWXLlhnU/s8heIv9+OOPpuVGBenTp5e//vpLrrnmGq348uXLWpIriKix7H1qNBejY0j0lj17dr8ieN8il8A999wjCIlwww03+JVzhwSiTQAPThBvctWqVUGHUrNmTVm6dGnQem4rGAmp6LNTp04yceJEt92zfZIQoJCaJBea0ySBeCRAITUerxrHTAIkQAIkEG4Cv/zyizzzzDOCWF5uDMlAsNy5dOnSbrphWxIwJfDtt99K2bJl/cp79eolY8aM8TvmZgcxFpEQ7aabbkrpBoKMlddrSsUE2rjuuuukZcuWMn78eIGHHY0EYoHA9u3bNY9qJI4LZnjIUqlSpWDVXJVv27ZNbr/99lR9wOv7p59+SnWcB0jAiACFVCMqPEYCJBATBCikxsRl4CBIgARIgARihAA8T+Fhh2XP8LgL1eDBBgG1evXqoXbBdiRgi4CRkIol+8jUTQsPgWLFimnJ4po3b05BNTyI2atDAvjOateuXdBWeCCyevXqoPXcVICXLBJLBXq9U0h1QzX52lJITb5rzhmTQNwQoJAaN5eKAyUBEiABEggzAWQOR7zEf//9N+QzZcuWTRNhkdgDMeloJBBuAkZC6tatW6VEiRJix0Mt3ONz0z/+hhDHFHGKIc7EmhUqVEg6duwo8MBD/EeMFYZxX3vttVqoAIQLwL/77rtPatWqFWtT4HgShAC+tyBU4n0YzBD2o0aNGsGquSp/7733pE2bNn59UEj1w8GdIAQopAYBxGISIIHoEaCQGj32PDMJkAAJkEBsEMCN57PPPitffPGFqwEhluprr70mOXLkcNUPG5OAEwJGQuqePXukadOmsmnTJiddxURdiJFIiAOPNoTEyJo1q5w8eVITiCBYIm4xhNV4s9atW8u7776bMmwIWevXr0/Z128gbAISe9FIwAmBjz76SOAlHczwd4XPjXA+7MPfaOHChf2ys1NIDXZlWK4nQCFVT4PbJEACMUWAQmpMXQ4OhgRIgARIIIIE/v77bxk2bJiMGzdOLl68GPKZkaRm8uTJUq9evZD7YEMSCJWAmZCK9/WECRNC7dazdpkzZ5abb75Z88pEXNFz585JhgwZBF7bgbZ//37TMSOuI+I7/vbbb7Jx40Zp1qxZYPNU+++//76WCGvs2LGyb9++VOWRPBAopFasWFHWrVtnOASjOJaTJk2Szp07+9XHQ5uCBQtK27ZttZjOfoXcSToCCEeDpGiBS+qNQECsR/KpcBoeFOzYsSPlFPDMfvjhh1P2uUECVgQopFrRYRkJkEBUCVBIjSp+npwESIAESCAKBJB5fNCgQfLWW28JxFQ3hjiUr7/+Or1Q3UBkW1cEzIRUiHQQ76JlGTNm1ERTo/ObeaYh83iVKlWMmmgJciAwwuDtlj59esN6+oMI19GkSRMtxAH+3rEMP1qWM2dO6dq1q3Tv3l2yZMkioQipyHpuZO3bt5cpU6ZoRbNnz5bhw4f7VcuXL5/m5YvYzfinTxrmV5E7cU9g4cKFUr9+/aDzwHfXzJkzg9ZjBRKIFgEKqdEiz/OSAAkEJUAhNSgiViABEiABEkgQAoixCA+1Pn36yKFDh1zNqly5cgIvN7zSSCCaBOB91rhxY78hIExFtWrVNO9Nv4II7WA8EPfMYoK6FVIR+9XO397IkSM1Dpg2HqDAq9UoLADExbvvvluLdfrLL7/IDz/84MpL3QpzkSJFZNasWZqo6tQj1Y6QCu/4YIIxxqD3FLQaL8viiwC+5/C3gQcsVgZP8QMHDmixfK3qsYwEokWAQmq0yPO8JEACQQlQSA2KiBVIgARIgATinMCFCxdk0aJFMmLECNm8ebOr2WAZLfrBsuJwxpdzNUg2TmoCWML+9NNPC5buRtry5s0r48eP14TdLVu2SPHixQ2H4FZINezUw4O7d++W/v37CzxasVzaa4M3LRLxlC1b1vBzpE6dOpI7d26/02Jpv1dC6nXXXafFnfU7AXcShgAepNhJJoWHgT169IjIvL/55hstNIfvZPgb6Natm+H731eHr8lNgEJqcl9/zp4EYpoAhdSYvjwcHAmQAAmQgAsCEFCnTZumCZ+///67i57+k4UbAiqW5l5zzTWu+mJjEggXAWTjRqxeNzF/3YwN8Rl9Ca5+/vlnzQNU3x+WtBcoUEBLpPTyyy/ri7TtP//8U1asWOF3HMmm8AAD7dA+kgbv1KFDhwqWy4dDUK1bt65Mnz5drr/++qDT2r59u2DZ9t69e+Xw4cMCz0OfVa9eXRPPsW/HIzVQSEUbeO/qLVeuXBp3JNEzimerr8vt2CNQuXJlWb16teXA8De1a9cuSZs2rWU9Lwrx/dmvXz+/rr766iupUKGC3zHukICPAIVUHwm+kgAJxBwBCqkxd0k4IBIgARIgAZcEvBRQMRTckCJpzx133OFyZGxOAuEjgGz2EFHx/g+H4QHC+fPnTbuG4Ikl/RAGE80gqCIxHWK0njx5UuPw77//ejJNcH3++ec1L/dixYq57vPrr7/WHh5B0D548KBhf4FC6qhRo6Rv376GdXv16iWjR482LOPB2CUAkRKhLILZRx99JI888kiwaq7LjYRUfWxf1ydgBwlHgEJqwl1STogEEocAhdTEuZacCQmQAAmQgMjbb78tzz33nBw9etQ1DixTHjNmjDRv3pzLD13TZAfhJAARFV6D586dC8tpbrvtNnnqqadk5cqVKf0jtMUtt9yiJS9CjNGiRYtKmjRpUsoTeQPeoHv27NG8bxFzGeEUvDAIB7iO+Fe6dGnXnzuIgYlwJoije/bs2ZQhQrwdMGBAyj6F1BQUCbWBBGfHjx+3nBPCS2DZfbjNSEjF5wc8YmkkYESAQqoRFR4jARKICQIUUmPiMnAQJEACJEACLgn88ccfmtDz6aefuuxJBEk4OnToIIMHDxZ42dFIIJYJIHwFRE6vPCQD54rl+oi3amf5eWDbZNnftm2bFk8VMVW3bt3qybRr166tLdPPnz+/J/1ZdRKKkAoPXcTY9BmEdXjvP/bYY4IYr+nSpfMV8TVKBLCSokuXLkHPDi9mO8nbgnZkUQGhI+B5rbdChQppDyT0x7hNAj4CFFJ9JPhKAiQQcwQopMbcJeGASIAESIAEHBJ45513pHv37q6Tp2TIkEF69uypJZnJlCmTw1GwOglEngDiiUK0Ctdy/vvvv1+Ly4ml4DR7BCCqYik8Ppf0cUzttfavhYc6SHqFhED4fAqXQUibOXOmFn8VcWr1hhipiA0daC+88IIMHz488LC2j7iyKKdFl8CZM2cEQvyJEycsB9KkSRPtQYBlJZeFa9euFXye6I1Cqp4GtwMJUEgNJMJ9EiCBmCFAITVmLgUHQgIkQAIk4JAAltPCcxQJdtxarVq1tGzjRYoUcdsV25NARAjAA/Wuu+4SCHfhMAi0c+bMkYwZM4aj+4TvE5nT27RpI4cOHXI9V4RNGD9+vNSsWdN1X151YCWkDhkyxC90gFfnZD/OCSDUjVFiN31PV199tbbEHkndwmV4qID3sX4pP4XUcNFOjH4ppCbGdeQsSCAhCVBITcjLykmRAAmQQMITmDdvnraEFB43oRqWoubLl09ee+01adiwYajdsB0JRJwARFQsoYYXodcG4RTJZ6ZOncrl2S7hHj58WBNTEcPWC4Ow8Mknn0gsPPCxK6Ru3LhRi9Pqmz+W/OO9C/GOFn4CuNcrXLiw/PPPP5Ynw6qOcePGWdZxW4j3LpJg+SxHjhyplvv7yvhKAhRS+R4gARKIWQIUUmP20nBgJEACJEACBgR27twpzz77rBaz0aDY1iHcyLdt21b69esn4fTAsTUYViIBhwTCIaIi4UyNGjWkWrVqgu306dM7HBWrmxG4fPmyttQf8SHdLvXHObJlyyYffPCBIIZqNA1hJfAZ+u2336Yaht4jFUmtEE9Vb7169dKY6I9xO3wEWrZsqb1nrM5w7bXXyv79+4VhPKwosSySBCikRpI2z0UCJOCIAIVUR7hYmQRIgARIIEoEkEwKCVEmT54sFy9eDGkUFFBDwsZGMURgwYIF0qxZs5D/BsymgszuJUuWNCvmcQ8IfP/995o3KZb8b9iwQS5duhRyr2nSpBHEIYU4C8/6aBpCSyD+pV4kLl26tCBJGcxISMVxiMEtWrTAJi3MBL777jvBNQlmkyZNkqeffjpYNZaTQEQIUEiNCGaehARIIBQCFFJDocY2JEACJEACkSJw6tQpGTRokLz++uuuspLjJhIZtQsUKBCpofM8JOApgSlTpmgih16w8uoE77//vsBrjRYZAkj+s3jxYu3h0NatW0M+KZIETZ8+XbJkyRJyH+FuaCakIqEfklwVL1483ENg/4rAAw88IGvWrLFkcd9998n69est67CQBCJFgEJqpEjzPCRAAo4JUEh1jIwNSIAESIAEIkAAYhHiP/bp00cOHjwY8hkhMIwcOVI6deoUdc+tkCfBhklPwEyM8goMlmibZWD36hzsJzUBhGlALNr+/fvL8ePHU1ewcQQJqBYuXBiz4Ris3rsvvviiDBw40MYsWcUtAXizB4sFDu/mLVu2yJ133un2dEHbHzhwQH744Qe/ekj6CG9rGgmAAIVUvg9IgARilgCF1Ji9NBwYCZAACSQtAcTe69u3r2A5ohurUqWKvP3224LMwDQSiFcCVkKUV3Nq0KCBzJ8/36vu2I9DAkePHtWW6U+bNk0QU9Wp3XvvvTJr1iy59dZbnTYNe/09e/Zoy8qNhGIKqWHHn3ICvK+KFSsmu3btSjlmtIH44fByDrfhQWmrVq38TrNq1SrNc9bvIHeSlgCF1KS99Jw4CcQ+AQqpsX+NOEISIAESSBYCiIOKTNAzZszwi7fndP7wqunYsaNMmDCBXqhO4bF+TBGwyozuZKC33367/Prrr6YiXdGiRWX79u1OumTdMBBA7FRkT8eSd6eGZEFvvPFGTIZoQFxYJMeCB67eKKTqaYR/GyFykKzRypBo7rfffpO8efNaVXNdZiSkdu7cWfvedt05O0gIAhRSE+IychIkkJgEKKQm5nXlrEiABEggngj8/fffMmbMGC1e4NmzZ10NvVKlStqN2N133+2qHzYmgWgTWLp0qdSpU8fVQwXM4aabbtKEOSwBh5hqZFdffbWcOXNGrrnmGqNiHoswgdmzZ8sTTzwh+Gx0avDER2I+eKnGko0ePVoL1aIfE4VUPY3wb+Nv/IYbbpBz585ZngwrQhASJ5xmJKTmyZNHsOSfRgIgQCGV7wMSIIGYJUAhNWYvDQdGAiRAAklBAElucNPm9uYpd+7cght1JMyJdhbrpLhwnGRYCcCDr169enL+/HlX54GXIhLMIKFPhw4dBAmrzOzHH38UPoAwoxP54z/99JMW03L37t2OT54uXTotrEnr1q0dtw1XA8S9Xr16tVy6dCnlFIULFxb8o0WOwEMPPSRLliyxPGG2bNlk//79kjVrVst6bgqNhFQ80NG/P9z0z7bxT4BCavxfQ86ABBKWAIXUhL20nBgJkAAJxDQBZK0eOnSojB8/PtVyTycDz5w5s7aMH0ugr7vuOidNWZcEYpIAQlwg2cvJkyddjS9t2rTy2WefyYMPPqj189prr0m3bt1M+0SMzebNm5uWsyDyBBBX9NFHH5Vly5Y5PjkeKA0ePFgQY5cPlxzjS9gGeC8hqVMwGzdunBZmIli9UMsRA7106dJ+zSmk+uFI+h0KqUn/FiAAEohdAhRSY/facGQkQAIkkIgE4G0Cr7hBgwYJEqyEahkyZJCePXtq2a4zZcoUajdsRwIxRQB/Ew888ID88ssvrsYFERWe3sOGDUvpB16uNWrUSNkP3IDgNmTIkMDD3I8yAcQVrVChgnz77bchjeSxxx7TPnMR+5JGAvAMLlGihGzZssUSRoECBbTEVPgsCYdhHLfccosWj9XXP4VUHwm+ggCFVL4PSIAEYpYAhdSYvTQcGAmQAAkkHAEs5evfv7/s27fP1dwgBiFpBhLk0EggUQicOnVKqlatKps2bXI9pR07dkiRIkX8+oGna758+fyO6XcaN24sc+bM0R/idowQQKzUrl27asv1QxkS3ldz584VLNmONUNirU6dOvkNC2Faqlev7neMO94RePfddwUCezDDdzY8osNleNiDeL4+o5DqI8FXEKCQyvcBCZBAzBKgkBqzl4YDIwESIIGEIfDXX39pHqgQPy9fvhzyvBDvEX20adMm5D7YkARikQCSrGG57dq1az0Z3p49e6RQoUKp+sqePbtpyIDbbrtNtm3blqoND8QOgQ8//FCLdQvR3alFIoGQ0zGhvtFS8/z58wtixOIzn+Y9gYsXL2reoLgPtDJ4rm7YsEEQczcc9s8//6SKAx3OuKzhmAP7DB8BCqnhY8ueSYAEXBKgkOoSIJuTAAmQAAmYEsDSPXi0dOnSxVS8MW1sUICkK0xMYgCGh+KaAESNMmXKCJI9ObU0adLIM888o8Ua1rc1E1LLly8v33zzjb5qyjaW8MLzkUvAU5DE5AY+B1u0aCEbN250ND7Ek0ZcSgjmsWRGQirG1759e8vkaLE0h3gcC7x++/TpE3To1apVk+XLlwetxwok4DUBCqleE2V/JEACnhGgkOoZSnZEAiRAAiSgI4CbfSwJhDeLV4aQAPBUopFAohBA/EuIm6H8nWTMmFHee+89bbl+2bJl/ZCYCalPPvmk5fJweAEi0RUttglAfB8xYoSMGTNGzpw5Y3uwBQsW1IT03Llz224T7opmQioSZGE1Az0Uw3MFwBbfp8G8m/Fg5dChQwJvdhoJRJIAhdRI0ua5SIAEHBGgkOoIFyuTAAmQAAnYILBw4UKBYHPkyBEbtY2r3HzzzfL777/7FVJI9cPBnTgn8MknnwjikkJMdWrXX3+94O8MAiqSENkVUpGJG0nazOyjjz6SRx55xKyYx2OMwN69e6Vu3bqOkpOVKlVKVq9eLVmyZImJ2Rhlb/cN7OTJk3Ldddf5dvnqMYFevXrJ2LFjg/aKBJHwEKaRQCQJUEiNJG2eiwRIwBEBCqmOcLEyCZAACZCABQF8pzz77LMyf/58i1rWRZkyZZLevXtrmcuRIEVvFFL1NLgdzwQgojZp0kQuXbrkeBoIb/H5559rMQ7RGA8s0J/emjVrZujJt3TpUqldu7a+qt/2oEGDZPDgwX7HuBPbBCA2QpBfsWKF7YEiHu+iRYskXBnZbQ/kvxXbtm0rM2bMSNWMQmoqJJ4ewMPKW265RRCr1MoeeOABWbVqlVUVlpGA5wQopHqOlB2SAAl4RYBCqlck2Q8JkAAJJC8BeNRNnDhRXnjhBTl9+nRIILCME3H/Ro4cKfBGXb9+vZQrV86vLwqpfji4E6cEIEggI3koIurtt9+uCWY33nhjSLPfv3+/FChQwLRt06ZNZfbs2ablLIhNAljqD49BZGO3a3hQ9eqrr8pdd91lt0nY6p04cUILKXHgwAG/c1BI9cMRlh0kb0SIECtDLObffvstrKF1KlSo4OdZjd8Db7zxhtWwWJbgBCikJvgF5vRIIJ4JUEiN56vHsZMACZBAdAnAi+X111+XUaNGyeHDh0MeTLZs2bRkOa1bt07pg0JqCgpuJBiBJ554QqZPn+54Vnnz5tWSBeXJk8dxW18DJIDDUmmzBx533HGHbN261Vedr3FEANcWYpRZMjGjqeC9gNAQxYoVMyqO6LG1a9fKZ5995nfOgQMHyjXXXON3jDveEkCSu5IlSwreP1aGh5x9+/a1quKq7O677xbEaPYZkqJt27bNt8vXJCRAITUJLzqnTALxQoBCarxcKY6TBEiABGKLAGLsIVu4G9ElQ4YMWrzG/v37C5b06+3YsWPy5Zdf6g/JQw89lKqeXwXukEAME4Dn9iuvvKKJEZcvX3Y0UvytwJM1MBaqo07+W9kXV9WoLRLLIHlRunTpjIp5LMYJQERFlvVz587ZHmnRokW1FQBMJmQbWcJVhAD/9ddfW84LnstbtmyxrOOmMFBIxSoV/A7g+9IN1fhuSyE1vq8fR08CCU2AQmpCX15OjgRIgAQ8JwCPkT59+ggyLQfzYLE6ec2aNTUvVNzE00gg0QlgGX/FihU1779Q5jp16lQtgZtR27Nnz8rOnTv9inADClHUyIJ5xP7yyy+C9rT4JIAY1QjR4CSJGcRXxM+NlZip8Uk+fkcN4R0eoAj9YWXwXoXgGQ4LFFJxju+//15KlCgRjtOxzzggQCE1Di4Sh0gCyUqAQmqyXnnOmwRIgAScEUB8tH79+smHH37orGFAbcRaGzBgABPaBHDhbuISgIhauXJlWbduXUiT7Nixo2WsQCzNDvRU3bNnjxQqVMjwfGPGjNESuhkWqoNz5szRkheZlfN47BNAyBUk/nNinTp10mJdO2nDuolDAN/vI0aMsJwQHqK+/PLLlnVCLTTylKeQGirNxGhHITUxriNnQQIJSYBCakJeVk6KBEiABDwj8Oeff8qwYcNk0qRJISXH0Q/kvvvuk8mTJ9PDRA+F2wlNACLqgw8+KAiFEYrhb2bNmjWm3qXo06mQ+umnn0rdunVNh/Piiy8KYlPS4ptA7969BaK5E5swYYJ07tzZSRPWTRACP//8s5bwy2o6SAS5d+9ewQNRrw2hgpC0Um8UUvU0km+bQmryXXPOmATihgCF1Li5VBwoCZAACUScADJA46YaMRPdGBKaDB8+XOBZZ/cG7NSpU/LDDz/4nRaiEmJF0kggHghARK1Vq1aqWL9Oxo4YxEgAZWVOhVQIIWbeqjhPs2bNXHueW42XZZEhgDi8jz76qHz00Ue2T4jPZ9Rv0qSJ7TbhrHjgwIFUGeUxJwh6NO8JIOlU4Pdu4FlWrlypedgHHne7P3PmTGnVqpVfNxRS/XAk3Q6F1KS75JwwCcQPAQqp8XOtOFISIAESiBQBiJiDBg3SvEfPnz8f8mkRb69Ro0Zagh1kHHdi69evl3Llyvk12bdvn+TPn9/vGHdIIFYJ1K5dW4s7Gcr4ihQponmCI9Ylkq5YmVMhFQLbtddeK3///bdht+FOKmN4Uh4MC4ELFy5IixYtZOHChbZjpubMmVMT0/LlyxeWMTnp1Oi93a5dO3nrrbecdMO6NgkEC/uBbtq3by9Tpkyx2aP9akeOHJG5c+f6NYCgnytXLr9j3EkeAhRSk+dac6YkEHcEKKTG3SXjgEmABEggbASQPApeIYiDdvDgwZDPA+EHniWjRo2S3Llzh9QPhdSQsLFRDBD4559/BMvj4YXt1HLkyCEvvfSSICFUunTpbDU3EpusYqSi09KlS8t3331n2D+8vuGFzsRDhnji8iDi3j7yyCO2EwQi8RBCSlx//fVRna/Rext/F9u3b7f0qo7qoOP45H/88Yf2sBIPW8wse/bs2u8Drg4xI8TjXhGgkOoVSfZDAiTgOQEKqZ4jZYckQAIkEJcEfvrpJ0GMMtw8uzFk3kWcvUqVKrnpRiikusLHxlEiABG1QYMGgjikTgxLqlu3bq0llcqUKZOTpo5jpKLzxx57TBC6w8x+/fVXKVasmFkxj8chgaFDhzqKfVuqVClZsWKFIDRLtMxISMVYnnzySZk6dWq0hpXQ561WrZp23a0mOW/ePGnYsKFVFZaRgGsCFFJdI2QHJEAC4SJAITVcZNkvCZAACcQHAcSgGzBggEyfPt22t5LRzOAlhBv1nj17euLJRiHViDKPxTIBiKhYiopl1E4MwilioVrFLbXqz0hsCuaRiszbzz33nGm3FEpM0cRtAVYctGzZUmbNmmV7DhUrVpRly5aJU3Hf9gmCVNywYYMgNnag3XvvvbJx48bAw9z3gMC0adME4ROsrHnz5o7eR1Z9sYwEzAhQSDUjw+MkQAJRJ0AhNeqXgAMgARIggagQOHv2rJbReeTIkXLu3LmQx3DTTTdpXk5YiuzlUmAKqSFfEjaMEgFknIZXtxO75pprBAlVsJQ6VMPfL+IH6+2WW26xDA2waNEiqVevnr6J3/awYcOkf//+fse4E/8E8F6pXLmyQKC0azVr1pRPPvkkKon+Ll68KEWLFk31/qaQavfqOa/3119/aSF5rOKjQ+D65ZdfnHdus8Xp06dTXXOc8+qrr7bZA6slAgEKqYlwFTkHEkhQAhRSE/TCclokQAIkYELg6NGjmkDy8ccfy4kTJ0xqBT+MOGnwaOvSpYtkzJgxeAOHNSikOgTG6lEngARRu3btsj2O9OnTayEskCk70rZ792659dZbTU+LzOiIl0xLPAKIfw1xEnFw7dpTTz0lb775pt3qntZDYqMOHTr49Ukh1Q+H5ztIcoe4umaGh6bHjh3TktaZ1XFzfMmSJfLQQw/5dbF582aJxmel3yC4E1ECFFIjipsnIwEScEKAQqoTWqxLAiRAAvFNAF5o8ByFmOrGsNRy6dKlki1bNjfdWLalkGqJh4UxRgB/VwiPYdfgWbVq1SrB0uloGJLJZMmSxdQbvUSJEpqnbDTGxnOGn8Abb7yhPQSzSiqkHwVEf8TRhgAbaTPySqWQGt6rsGDBgqAxUN977z0tqWQ4RmIkpOI927Fjx3Ccjn3GKAEKqTF6YTgsEiABEQqpfBeQAAmQQOITgOdp165dBTc+bgxZehEDFUt+wx0zDzfPR44c8Rtu7ty5ubTPjwh3YoEAlsEjzrATQ6InJJeKpiExHMQxI7v22msFS3xpiUvg7bfflvbt29uOjV22bFn56quvovIZvHfvXvnzzz9TLkbmzJnljjvuSNnnhrcE8P2LB6VWYX/gMYqHs+EwIyG1TZs2MmPGjHCcjn3GKAEKqTF6YdwMC0shvvnmGy12x1H1Ix+eHdo/5eL+typDdsOcOXNKrly5JMd/X7GP7Jd4Q9BIIFYIUEiNlSvBcZAACZCA9wQuXLggH330kfTp00cOHz7s6gSIkzd+/PioeCS5Gjgbk0AYCYQiojZo0EDmz5/v2ajwtx24DBciLcRQK2vcuLEgqZSR4aGJVYxEozY8Fn8EXnnlFenRo4ftgb/00kvy/PPP267PivFLoEyZMpYJveClfOjQIUGYH6/NSEitW7euLF682OtTsb8YJkAhNYYvjt2hIcshnthiCc5q9e+7TZvkksrMGYrdeOONUqVKFalatapUuv/+oD9yQjkH25CAXQIUUu2SYj0SIAESiC8CWJrXvXt3gSePG8NN0ltvvSWNGjVy0w3bkkDCEUCM4JdfftnRvPLkySN79uwRJJnyyr799luBt6DecI5ChQrpD6XahiCGZHNGhtADly5dMirisQQj8OKLL8rgwYNtzQri2caNGwXezLTEJoD45xMmTLCcJLyaEdbEazP6TKOQ6jXl2O+PQmrsXyPTEe5TNx+Id4SntQio7LUhUDNivDzasqXUV5kz06ZL5/Up2B8JWBKgkGqJh4UkQAIkEHcEkOwGyzXx8NeN5ciRQwYOHKjFJMPNM40ESOA/BOCpiYz3X3zxhSMkadKk0bKl33PPPY7aBatsJDrYEVLfeecdefzxx027x/LedLw3MeWTSAXwSoV3qh0rXry49j7m94IdWvFb5+uvv5YKFSpYTqBGjRqybNkyyzqhFGI1DVb44tVnFFJ9JJLnlUJqHF7r7777TiaqJzDLly8Xu0G43U4TT6i7Kc+R5s2bCwRWGglEggCF1EhQ5jlIgARIIPwEIO4MHz5csPTSzW8X3Bx36tRJi/kIMTVa9scff6SKh/bMM89wJU+0LgjPq3loYsn8hx9+GBINeP0NGjQopLZWjUIVUoMJJbt375bChQtbnZplCUIAqy8R8/LTTz+1NaN+/fpp3ze2Koeh0tmzZ1M5OeXLl0+uuuqqMJwtObvEe6JgwYKyf/9+UwDQLA4cOCDXX3+9aZ1QC8qXL6+FUvS1p5DqI5E8rxRS4+ha/6liDA0ZMsTTuEVOp49lOC+ogPW1atVy2pT1ScAxAQqpjpGxAQmQAAnEHIFffvlFSwK1dOnSkMcGb7nSpUtrCamKFCkScj9eNVy/fr2UK1fOr7t9+/ZJ/vz5/Y5xhwQiQQDL3Fu1aqXFHA7lfPBCRX6FcHh4hiqk4mEFxCcz+/LLL7VQZGblPJ5YBBBrFwmc7KzChICGz2ivvavtEv3444/lkUce8auOcDb169f3O8YddwR69+4tY8aMsexk8uTJ0qFDB8s6oRTiHlWf8C5LlixSoECBULpimzglQCE1Di7cv//+q3k9jFJxjk6fPm05YvwAKlGihNyjluTfeMMNWoBlxA/Lpv7hNWvWrIKlMPjDP6X+ncTrqVNyXIUG2LJli8DbFU9uglmlSpVkyNChTOoQDBTLXRGgkOoKHxuTAAmQQFQJQEAdqn4rzJ4925UXaqlSpQTLfO+6666ozkd/cgqpehrcjiYBtyIqvLy///57uf3228MyjVCFVAhnuXPnNh1TuOIfmp6QBVEngO+SZs2a2RrHTTfdJDt27JBMmTLZqu9lJSMhtWTJkrJJ5TGhV6p3pKFb4AGrlSH3y4oVK6yqsIwEQiJAITUkbJFrBHGzr8pmi1cjQzB4fIAgiPt96h9uNpDJ0o0hw913KlA3klZ9/vnnglisRoanfU899ZT06NlTMmbMaFSFx0jAFQEKqa7wsTEJkAAJRIXAhg0b5IUXXhB4jLlZxo8bToQWgpiCh7yIR6bP9P3PfxNrwkMV8cpQhlcs+UeCknDesFJIjcpbiycNIOBWREV3A9RKM6x4C5eFKqTC8QP3F2afIeEed7h4sF93BFq0aGE7fEW4wlUEm4GRkIo2CMtXrVq1YM1Z7oDArbfeKgjzYWZITPf7779rvyXM6vA4CYRCgEJqKNQi0ObMmTMyetQoLZkUPFIDrWjRotK6TRtp2qSJZFU3DuE03BC9O2OGLFq8WC7996ZFf76bb75ZRqismnjiQyMBLwlQSPWSJvsiARIggfASgKiDLLrIFq5PwhDesxr3jiV2TdRvpKZNm0qZMmU8F1UppBpz59HIEcDfG5YPz58/P6STIgwFPMYREgChM8Jlmzdvlpo1a/p1D888O2EwUAciiJFh3O+9955REY8lMAEs7cfqhIMHDwadJbxRf/31V8G9aiTNTEhF/GK7HrWRHG88n6t///5a7HWrOYwfP166dOliVSXkMoQXQAx4nyHRX/Xq1X27fE1gAhRSY/TivqA+FKZPn+43OnhW1KlTRx5/4olUcbn8KoZpB19Y095+W95//30tHID+NFg+sUF5sdJIwEsCFFK9pMm+SIAESCB8BNasWSNItvTTTz+F7yQh9pwzZ06pXbu2drPl1Q01hdQQLwabeUYAiaXwm9ypwUNr4MCB0rdvX9er2Jye22n9+++/X9auXWvYrGLFiqZlhg14MGEILFmyREs+ZWdCSJQ8a9YsO1U9q/Pjjz8KlvIjIZLeKKTqaXizjVW7xYsXt+ysQoUK8tVXX1nWCbUwW7ZsfrFSW7ZsGdLncqjnZ7voEaCQGj32lmdGtsEZKh4YTBNQ69aVHj16yG233aYdi+Z/f//9tybyvqmCNx8/flwbCoXUaF6RxD03hdTEvbacGQmQQGIQgHCKMD9Yvht40xhrM8ycObMWcgC/pxAX0o1RSHVDj23dEsDfHcQDp39zN6j8CevWrRMsh40Ha6NW35l5nSIRlZm3ajzMjWN0R+DJJ58UxMkNZriPxoM+CO+RNCSWWrhwod8pKaT64fBsB/Gdt23bZtof3gNIBunVg1T9iQKF1MKFC1uGGtC35XZ8E6CQGqPXD27qEFLrxJCAGojq7Nmz2hiRDQ9xWemRGkgodvax/KtRw4aCawab+cEHcuONNzoeIG4cP1aB3n/77TfZq2LnIrkZ4tch1EST/y6fdNypRQMKqRZwWEQCJEACUSSA75Xhw4drS4ONQhBFcWhBT12sWDHBUr8aNWoErWtW4YcfftBCB+jLcbOeN29e/SFuk4DnBCCeQjjAkmUnBiFp0aJFghv/eDF4ziL8gJEhHMG5c+dcPxQx6pvHYp8AkiXjYQLuR4LZPffcIwhVF84QFoFjQPgKLPPW26RJk1Id05dzOzQCiImOeLhWNnbsWM0pzapOKGWBQir6QFJvfTz3UPplm9gnQCE1Rq8RltHjjzAWPFCDIcKPmG0qM28p9SVFi00CK1TCDywB89l65Tnk5KkcMqd269pVe6Lr68Po9b777pPJb74p8HjwwiikekGRfZAACZCAtwSQ4RveQIh9GM+Gm2s8IETyTBoJxAuBGSpvQdu2bR0NF8uMV69eLVmzZnXULtqVp02bJu3atTMdxs6dO+PGu9Z0EiwImQC+g3DvgQd7weytt96yfC8Fa8/y2CWAh0oQtawM5b8ovcJrQ3LLEydO+HV79OhRQUghWmIToJCa2NeXsyMBjUA7FVd36dKlKTScCKknT57UvFm3b9+e0t5q4wbl6QqPByy5cmsUUt0SZHsSIAES8I4AHvBCQEVym3jzQjWjUKtWLZmtVlrEm8BkNh8eT2wCuGFHAiYkpbVrSLz2zTffRC1r9a5du2TAgAF+w4VH+PXXX+93zGhnxYoVllnOv/jiC3nwwQeNmvJYkhDo3r27vPrqq0Fni5V4O3bsoKdgUFLxWaFEiRKC2LRmds0118jp06c9f3Bavnx57fNVf14KqXoaibtNITVxry1nRgIagVdfeUVGjx7tR8OJkIqMsOsCAnTjRzkSACDGHIJ3B4qsyJA8Z+5cQUIDN0Yh1Q09tiUBEiABbwjA22fq1KkyaNAgOXLkiDed2ugFGZexhPnOO+/U/iFTs28ZHZZ1jhgxQpBo4p9//rHRm3kVeOstXryYy/LNEbEkRgg0VGGaFixYYHs08JbC77Rg3lq2OwyhIuInly1b1q/lnj17pFChQn7HjHYQSgoxB80Mn0t4uENLXgJ4uIAQYxCvghkenH322WfBqrE8Dgng9wByzFjZqlWr5IEHHrCq4risZ8+eMm7cOL92FFL9cCTsDoXUhL20nFgyErh8+bL88ccfWpDr79VyF3gN7d69OxUKu0Iqfnw3U0Kq3nAj/VSHDvpDgi+m1q1aCc7vs9cnTJBGjRr5dkN6pZAaEjY2IgESIAHPCHz66afSu3fvsCyJ0w8SD+buvfdeLSFIpUqV5O677xYksgz2QA4eJlgFMWfOHG3lBcINhWLw8kMmaIi2NBKIRQIQgOrUqWN7aPDA+vzzzwV/T9E0N0IqHpJkzJjR1AMeOSWGDRsWzenx3DFAAPk6OnbsGHQk+D5BOAg7In7QzlghpgjgfjdYEj2InmPGjPF03PCKHzJkiF+f+C3BGKl+SBJyh0JqQl5WTipZCSAOKuKhBjO7QioSVOEHsM/Q/8iXX/bt+r3C6xXerz6rppZavfvuu77dkF4ppIaEjY1IgARIwBUBPBRDpmwketm/f7+rvqwaQzzFcryWLVtqXmXwQHVjEFUnTpwoI0eO1OLMO+0L3q5z1WqKqlWrBm2KmGw9evTwq4fYlXaWK/s14g4J2CBw4cIFyZ49u5ZcyUZ1QZZqZAjHqqJomxshFWMvWLCglnHbaB747Hj//feNingsiQgg1EypUqW0FQrBpl2/fn1HXt3B+rNbjjHigZ/eEN8V72+aNwTwIPTnn3827Qyey4GrKE0rs4AEghCgkBoEEItJIJ4ItHz0Uc07NNiY7QipSDBVSi139Bk8G35WQbrxamT4gVBS3RAfO3ZMK06bLp32g+a6664zqm7rGIVUW5hYiQRIgAQ8I4BMw0juYhVrzM3J4F3WuHFjadCggdSsWVOyZMnipjvDtlhW9/zzzwsS1ehXShhWDjiIrM5t2rSRt99+2zLDM5JUlStXzq/1vn37tPiVfge5QwIuCSDGaPXq1W1lJ8epIKIiJikyWceCuRVSK1eurCXKMppLhQoVtNAFRmU8llwEVq5caeshGKjAuxvL/CNpWC0R+LCwlVrNh4eWNG8IGC2zD+wZQioEVRoJuCVAIdUtQbYngRgi0F7FiVq7dm2qEcFLR292hFTE4OrcqVNKswfVj3h421hZB7Xkf7FaYumzMWPHSosWLXy7jl8ppDpGxgYkQAIkEBKB48ePS9++fTUB8cqVKyH1EawRPIZeUSsXEGM7EgYB55lnnpHvvvvO8elGjRqlhTQwa0gh1YwMj3tJAKGTqlWr5uiBAEJx4P0bK+ZWSG3btq3p78+8efNqIa1iZa4cR3QJ4CHdvHnzgg6iWLFimrMHVkVEyoyEVDinICQbYhnT3BPAPXCw3xdY2g/BlUYCbgkki5Aq6qaARgJJS0B5ql7JmydPyj+1VDMoC3VDnVIfbd97992gbd6ZPt2vTf9+/YK2sarw+++/425e+7du3TqrqiwjARIgARIIkYASXa4oT9GUz1vf564XrypO2JWnn376yubNm0McnbtmarXEFbVU3/Hc1A32FeWda3pylQU9VZ/KI9W0PgtIwAkBFdv0ihJ7Ur3Hgv1NqqXCV1RcUSenCntd9dAh1TxUsinb51Wx+VO193FQHuRXzp8/pEKz0wAAQABJREFUb7svVkxsAipO5hV8dvveH1avKgRMRGGcPXvWcFzq4WJEx5HIJ8P3vQqvY8jZ915QHu6JjIBziyCB2267TXuvqRi5ETxr5E91FU6p/oBoJJCUBFqpGFJY8uIzOx6ptdWSF2RD9tka9ZTvlltu8e0avqI+2vnsoYcfljfffNO36/iVHqmOkbEBCZAACdgmoB5WaXE+A+O22e7AomKuXLk0b1B4foRj+b7FqVMV4Scglvq/bBLjO1WD/x6A1xJCHWTOnDlVFXqkpkLCAx4RQKJPLGdHyCQnljVrVi2Rzo033uikWdjr7tixQ/N2158Ivw1vuOEG/SHT7XfeeUcef/xx03Iu1TVFk5QFzZs3l48++ijo3PG9hFjXSGoYCTPySMV5kX/CbU6JSIw/Xs5h5cGOOaRNm1b+/PNPLea013NSTj9+XRYpUsT255xfQ+7EBYFk8UiNKSEVccd+D2PyBrzz0qishEiWYBbPMi7enS4GiYRLF1WmT1g69YGJxEdemHrqrcWo2rt3r/z999+C/Tx58ojy2JRb1YclPpxj0UIRUsuqAOi4yfbZL9u2SbB4p1ieUqZ0aV8TLX7cHJW4I1SjkBoqObYjARIgAXMCFy9elHHjxmnZrvFd5qUhGzIyaSPOaDoVKzuWDJmdsdTfiUDVvn17mTJlSqppUEhNhYQHPCCA310Q8CG6ODHERf1S/fatUqWKk2ZxUXf16tWasGw22GXLlkmNGjXMink8yQjg3gECx5kzZ4LOHOHHPvjgg6D1vKpglAyJQqpXdP/TDxJGNmnSxLLTmTNnyqMqr4jXhs9hvSFWtfJW1B/idgIRoJAahYvZU2V5RSbNcNuSJUukhC5ZULjPFyv979y5Uyo/8EDKcLJee632xDHlQAgbSCCBm875Ku6O2Q0YnqwjO+qjyvuzQIECIZwlfE1CEVJvUz/kfbFVkXxjv/pxH/gFEThi/GgppgvgjSdxq9QP4FCNQmqo5NiOBEiABIwJ4IEXYi56nbkWGe8ReywWBVQ9icWLFws8lpwIyIi517BhQ303QiHVDwd3PCKABDgQBp0aYtTjQUEiGn6DFyxY0HRq8G596qmnTMtZkHwEkCzwSZU3IpjhvgZxiIPF1QzWj93y8ePHS9euXf2qU0j1w+F6B/euWBGDB8ZmFi4BPfA++UHlyPXFF1+YDYPH45wAhdQoXEAKqeGFPnr0aHlVJbPwmRshFcsBhw0bJm9NnSqXLl3ydWn5Ci/g0epmslGjRpb1IlnoVEjFXAvkz58yxOzZs8vWn39O2bfaQDsfKyftjPqkkGpEhcdIgARIIDQCuLnsoR7mnjp1KrQODFqVKVNGunXrpnmAxJoHqsFwtUNIPtWsWTNRcRrNqvgdz5kzp2A1kX4JKDKpB3qaIJEW6tJIIBQC+L0JDyanhkzgTh4MOO0/2vXxm1LFcE75bRk4HoTteOmllwIPcz+JCVy+fFlbFbdhw4agFCpVqiRr1qwJWs+LCidOnNC+R/Qe5xRSvSDr30fNmjVFxZn2P6jbw/0plvd7vZI0UEhVMeLl5MmTQR2RdEPjZhwRoJAahYs1VS0RQ5wu/YdoOIaRjB6p8BbFF+I+tfTeZ26EVNwkvRniE/4uXbrIc+rHXSyYUyEVN9n/d9ttKUMvoDwBvv7665R9q42iygvV94MeHko///KLVXXLMgqplnhYSAIkQAK2CCDOJx7uqUSDtuoHq3S1Ch+EpXPwrClXrlyw6jFZjgel9erVE3io2rEGDRrI/Pnz7VRlHRJwTGDChAmC341O7eabb9a8o5G9PpGtcOHC8ttvvxlOMVzeZYYn48G4IQARFd9PEFWtDKvuEFIjUn9D8IA9evRoypCwirG0LixaSgE3Qibw+uuvy7PPPmvZHrlDKqtY1F5aoJCKvlXyP88FWy/HzL5CJ0AhNXR2rlpCaPpULb1XmSjlr7/+8usLMTtucBko/mr1pfBEu3YCISuZ7Lm+feW9997zm3KoQurEiRPlpeHD/frS78DrBDdix48f1x/22542fbrgqZjPVJZfeeGFF3y7nrx27NgxaCwYp0IqBOmC6ovd9+MDcWC/UzfidkzvkYrkVEhSFapRSA2VHNuRAAmQgMixY8ekadOm2tJFfF+5NXyf9VXfsyVKlAhLoga343Pa/siRI3L33XfLoUOHgjbNkSOHdvNrdKMUtDErkIAFASSaQTIl328ui6p+RRUrVhTED4UQFMv2/fffaw8t9GPEw3mIwHYNeR/0SVP17SCW2X3Yr2/H7cQngOX9WIkRzPAQA8vuaYlBALlMEK/dyrA6Z+zYsVZVHJflzp1bDh8+7NeOQqofjoTaoZAa5cuJTJYNlZcD3L59tlZl68STV5p9AvCyQWyoGSqzZ6CFIqQeOHBAyqsfZvjw01uGDBm0RBVtHntMi7+CMizTgHg7UXkTBAY2x9KBFeqJly8z6XIVJ+Ux1dZLa6/iQg0ePNiyS6dCKjorrm4ufU9Mkdlyu3qvBrPAkABY8jl/wYJgzUzLKaSaomEBCZAACZgSQGywJ554QpBQwQt7QMUdHzFiRNx6n1oxQDzK2rVraw9GreqhbOHChfLwww8Hq8ZyErBNAH9XSM7m9EEHYvLPmjUr5kVUgPj222+lbNmyfkwQViOY0KFvgM+z6co5wcjwsB+/22kkEEgAD8uQvA33alaGsGy7d++OmFeq1VhY5g2Bu+66S7Zu3WraGfJ4QIfx0hBLfUHAfS+FVC8Jx1ZfFFJj4HoMGjhQ3nrrrZSRUEhNQWG4cVotO8eX3S71D6/fqKfaiHdm9iM0FCEV8ZbenTHD7/xZs2aVd5VgCnHQyL7fvFlaKG9ijE9v8N559r+BxeNJSH1QJSPZtm2bNhV44CDZVDCvByQxKaNbnoKb07dsPAnW89JvU0jV0+A2CZAACQQngFiBQ4cOlfPnzwevbKNGMnjqdO/eXV599dWgNCpUqCBfqYfdNBLwgsAvKvRRqVKl5MKFC466g6g4VcXuD/abzFGnYazshZCKUFtYxWdk+I2KlX6Io0ojgUACdpZ5o00yfNcFsknk/X79+mkPgK3m+Ouvv2pCu1UdJ2WjRo3SVu3o21BI1dNIrG0KqTFwPSEC1ldxunxGIdVHwvi1Qf36snHjRuNCg6MI9LxNfVDatYMHD0o59eQ80Bv1ZfXh2KpVK8tuIIhDGNfbbSrW6JcrVmiHEMZht0pQ4aUhDES+fPksuwzFI/XRFi20JWO+jrFEH0v1rQw/lhvpMhu3bNlSRqnkX6EahdRQybEdCZBAMhHAg8S5c+cKQr34VhK4nf99990nI0eO9DyGmNtxhaM9hCw8JN2yZUvQ7teq70IsqcbvkGrqgaPeIIwF+z7W1+d28hLwxfRHyCcnhoRnWIUVLyIq5uaFkIqVX23atDFFhQf/+L1NI4FAAlgtd8899wT9fKdXaiC5+N5HuA88/LSyhx56SBYtWmRVxVHZ2bNnU4X8428CRwjjqjKF1Bi4XPijQ4Ien0clhVTrixJuIdUoNupt//d/snz58qBZ9yC+3qO8CxCXTm9Y3o+lJdGyUIRUZGH+ePbslCGPU9mIkeXYyqZNmyYDdDFg7YjPVv1RSLWiwzISIAESEIGwh9jq+Lz0wvDDcLiKD47kSskUD/Tnn3+WkiVLpnqIGsjUd+O1fv36VKEO9u3bJ/nz5w9swn0SSEUAHtDwhHZq48aNC6md0/N4Wd8LIRWfc/fff7/psD777DOpVauWaTkLkpvAmjVrBCFqglmkvVIR4iIwuzziJSOUHM0dAcScRsxShHcwMzyQOn36tGTKlMmsCo+TgCkBCqmmaCJbcK96UgZPSBiFVGv24RZSWyuv0xX/9SD1jeRFtaQIAcvt2NNPPy2LVBw1vXVVomSfPn30hyK6HYqQiuzEz3TunDJOiKgQU63sCfXlj3hzMNyAb1LhDm50kTiNQqoVbZaRAAkkMwEkSEIiKS+Wml999dWCZC5YMow+sZ+MBkEacSetDN9t8FxFTHQkudEbhVQ9DW6bEYB4cvvtt4e0pN9O4hyz80bruBdCKrKqWz2kmDRpkuD3N40EzAjAmztYLN1Ie6XOmTNH+87Vj/mTTz5JlZxNX85t+wTatm0rMwJC9QW2RsI+q4c0gfW5TwI+AhRSfSSi/PrBBx8I4kumS5tWkDwoc+bMUR5R7J7+jTfekA1qCbmRXVbLG79UnqN6c7K0H0ut7lA/bvF0Sm+bVcZRu4IgYqsixqreENB6lfqgjpaFIqSeO3dOSziFuFMwPK3bqMJQZMuWzXAaeP+WL19eLv03QRcyIX+2dKlhXbsHKaTaJcV6JEACyUIAyxSbN28ueNjlNMt3ICOIgvVUaKF3VKJGs8/2wDaJvA+vVCSo8K0QMptr69atpVOnThRSzQDxuCkBPPioXLmy4PemE8ON/hcqYWn69OmdNIuJul4IqeCF36FIpGdkyEeAUCQ0EjAjYNcLPJJeqUZCKsLIIZQFzT0BhDxq0qSJZUcvv/xyVJ2dLAfHwpgmQCE1pi8PB+eUAES8AgUK+DVzIqT++OOPUkclSNIbYpt8u2GD/pDl9s6dO6VywPKRdOnSyV615C9aFoqQirF2ffZZwZe8z3DzOFJ94QQawlPgqd86XRKO3r17S7cQlq3p+6aQqqfBbRIggWQngOXkyBrvRRxUxLzGclg86KP9j0B9FYd9YcCqkv+V/mcL3+mzVegbZOjVGz1S9TS4HUhg3bp12vJipyJq4cKFtTijuXLlCuwyLvax4g4OI3rDKq/rrrtOfyjo9q233qolmTWqiFVTH374oVERj5GARgAOIvhbwmoOK4ukV6qRkIr71pMnTyZVaB2r6+GmDI5R119/vaX3P8IY4cE0jQScEqCQ6pQY68c0AbdC6vTp0+WF/v395viw8taZPHmy37FgO/BqxZeg3pDwCl+O0bBQhVQIo4888ojfkJ9WyUx69eqVkh0VnqidlWeOPgFYzpw5tRAVTn8k+51I7VBIDSTCfRIggWQkcOrUKc2rAh5pbg3LY2fOnKklTHLbVyK2t5OgAvPGdyPEVL1RSNXT4LaewGYV6qh06dKOvcjxuxHvyTvuuEPfXVJuP/jgg/Lll18azh3J8fCgiUYCVgReUSHKevToYVVFK2vUqJH2+R7uMDdGQioGgIct8ZRQLijQKFaoWbNmqji0+uEgjqovvKL+uJtt5BlZsGBBShclSpTw208p4EZcE6CQGkeXD0mQfMvW26knuXXr1o2j0UdmqG6F1FGjRslrKgGA3jqrOKH9AsRVfbnRdhW1bGvHjh1+RdGMfRuqkIoJIBnC7I8+8ptL9uzZteyoiDWEG8dAww+VR4IkpgpsY7RPIdWICo+RAAkkCwFk9B44cKCsVAkLnXqxBTLKkiWLIFFN+/btA4u4H0AAy6iR3MbK0qpQTAizoDcKqXoa3PYROHz4sOBGOpgnnK++7xVCCjJK16lTx3coqV/hxWoWIxbht5zyTWqYSTp5u16pwIO/PSQXDKft2rXLcFUIhVTvqL/++uvyrFphaWW//fabFCxY0KqKozKEZ8ADa58hLAkeiIdbmPedj6+RIUAhNTKcPTlLr549U5IgDBk6VNq1a+dJv4nUiVshtV+/fjJDxYrT20svvSSPqWXrTqyhWiawISAcwDy1bABPzKNhboRULNtvoeLxfafio9qxHup92lP988IopHpBkX2QAAnEGwE8iEPiJywFdmtYho4kLIgPRw8XezSXLFli6wYasdfg7eIzxK6FYE0jAR8BPARBEjOnIt+9996rhVYKDFfl6zcZX4cPHy4vvPCC4dQR7xkJ4Jh92xAPD+oI2PVKhcPS4sWLdS3Ds1mqVCn5XuXi0BuFVD0Nd9vHjh2TMmXKCJL8mRmSTOL72ysLFFLR708//SR33nmnV6dgPzFAgEJqDFwEu0OgkBqclFshFUvU9a74OOOUqVMde/+2fewxLSmAfsSh9KNv72b7KeWBhBtDGH5s/qBiwTqJtfWPij07TIn37777rmmg/7x58wrionrhieqbK4VUHwm+kgAJJAMBePnjQdRHahVAsIRHwXjgsx6xv6aq7zCEW6HZJwD2xYsX1258rFohvuz27dsZy84KUpKWIREchL8XX3zRsTc54hcjQVOi/N1euHAh1dJZ5B+AV7cTg4cXBAozQ7K421VoLRoJWBGw65UK78Hdu3enyr1h1XcoZWPGjJFhw4b5NT1+/DgffPoRcbfzzDPPCFb2mlnXrl21h81m5U6PGwmpiOGMWM60xCFAITWOriWF1OAXy62Q2lJ5DaxatcrvRMicWLVaNb9jwXbwgTzn44/9qo0YMULaKIE1nu3EiROySCXhwFO9v//+W4v1lTtPHrn9//5Pataq5fhHcTAWFFKDEWI5CZBAohCARwpiKLpdwg8e8HCBGIvkLLTQCLz//vuCBIvBDDEbq1atGqway5OMQLAbdzMciImKzwIkxUkUgyhctmxZv+ngd2ShQoX8jgXbgYd+xYoVTavBYYBhEEzxsEBHwK5Xan8V2i1Q5NR1w804IRDs+xweq/ic8sqwanjatGl+3cEZyc5vCr9G3IlpAhRSY/ry+A+OQqo/D6M9t0LqQ2oZR+Dyio+VIFq+QgWj05kewxfvOypxld4GDx4s7Z96Sn+I20EIUEgNAojFJEACcU8A3lr40Y2lZfBic2PwoFm6dKkgKQvNHQHEP4XH6d69ey07YrZwSzxJWQjPSCzNP3/+vKP54+8XCZPQNpHMKyEVyU3hyWpm8DjrpFaW0UggGAGELYPnd7CQG3mUswhiXyNEDi1+CZjFovXNKH369PLXX3/JNddc4zvk6hWhlJBjRG8UUvU0EmObQmocXUcKqcEvllshtd7DD8umTZv8TvSh8uqpVKmS37FgO3379BE8/dIbPlSbqiy/NPsEcAPr81iYMWOGlqzBfuvUNXGTwsy3qbnwCAmQQHQIIAb3UBU2xangEjhaLONHHMZ3VIxvp8tlA/vi/v8ITJgwQbp06fK/AwZbuMH+/PPPJUeOHIIf1bzhNoCURIcg9pUvX17279/veNb4+30szlcuGU3aKyEVD5oQAxUPn4wMiYGQIIhGAnYI2PVKnTNnjjRu3NhOl6wTowQQrgcJ6Y4cOWI6Qni847PbC0OySiSt1BuFVD2N6G4jAST+uTWEz0KiMoQ2RMLyRLWr1B/QlXifHIXU4FfQrZD6pPIK+uyzz/xOFEpsU6Ol/aGECPAbSBLubNy4UQsQ7tXUERfW6kvUq/OwHxIgARKwIoDvg44dO2ohUqzq2Sm77bbbZKEKuQLvSZq3BOC1lD17dtPY4IFng+dS/vz5Aw9zP0kIICszbp5/VHHonRqWfOJGOxHNKyEVbIoWLSo7d+40xISH5fAkp5GAHQL4fMfqjW+++cayOup88cUXlnVYGPsE6tWrZ/mgZezYsdKjRw9PJnL69GmpXLmyX6x7PDRHAjNa9AkMGTJEBg0a5NlAEHIG4nmiGoXURL2yAfNyK6Q+99xz8l7AD9mx48Y5zuT3lFrCvyQg0+OSTz917VEZMN2E36WQmvCXmBMkgaQiAM/Tli1byvz58/1+YIcCAQ+G8AT88ccfD6U529gk4OQHN4VUm1ATsBqScuImORTBBSuW8AA+Uc1LIbVmzZqaB7gZKyTpwcMPGgnYIbB69WpN8LKqixUfSCoYiYeViB2MUHB6Q7i4YsWK6Q9xOwQCWAEElmbWtGlTmT17tlkxjycQASe/6+xMm0KqHUpRrkOP1OAXwK2QOk49jcITKb2FEtu0Qf36AhFQb+tVEOubb75Zf4jbQQjol/YjfmDJkiWDtLAuhrcCk69YM2IpCZBAeAi88cYb0rNnT9fL+OGRheyvbj8PwzPLxOsVS7ULFixoy9ONQmriXX87M8KitzZt2qQK6WSnba9evWT06NF2qsZtHS+F1A4dOsiUKVNMWWzdupUhnEzpsCCQAP52EfJr27ZtgUV++5H6OzVyIBkwYIBA+KG5I7BixQqpZpE8GvGXf//9d3cnYeu4IHDs2DE5evSo67EiuSEefvTt21dGjhzpur9Y7YAeqbF6ZTwel1sh9X213BJ/DHpD4Pr+L7ygPxR0+9577pGDBw/61du5a5cW28nvIHcsCTDZlCUeFpIACcQBgfHjx8vAgQO1RAZuhps1a1aB5xo8UOEhQ4scAcTB+uSTT4KekEJqUEQJWaGPiosfihjaokULmTlzZsL/PXsppI4YMUL69etn+j6CRzCT7ZniYYEBgddee026detmUPK/Q1gBgnuSDBky/O9gGLaMhFSE7wkm9IZhKAnX5ZkzZyRbtmzy77//ms4NQqpVQjvThixISgJMNhVHl50eqcEvllshddmyZfJEwDLJsmXLytx58/4/e2cCf0P9/f9TqexEkWxZwj8pRCpLUfZ9LfuWnSyFhCyVb0QlabNnF6VUlKQo+lEKJbvkkWxZkhDlP6+puc29n3nPnbn73Ps6jwf3znuf59zPvTPnfZbgk//b4s8//5QihQv7ZV/OnDmz7Ni50/EYbPgPASpS+UkgARLwKoENGzboCSrwPRaulC1bVmBNkS1btnCHYv8QCHygheZxEtts06ZNtBQOga+Xu0DxUaFCBdehOqpVq6bH5Ee26GQXKDBgKWoWWNSHopSCdxIS66mECV1UZFiuInDixAnJmzevnD17VtVEL8emh91nz7azw0orRSq6UsHnEGCQZqVLl7aNYf3mm29Ks2bNgozCahL4hwAVqR76JFCRGvxihatI/fbbb6WuZqZtlvTp0+uxcdJpmXmdyJdffilNmzTxa4qYTtNnzPAr40FwAlSkBmfEFiRAAolFAEqDFi1ayIoVK1wrVwLPpGDBgrrFWsWKFQOreBxDArBgKVKkiMDi1E5gKff000/bNWFdEhFAYiPETUQYIjdy/fXXy/bt27kx4gbav22RGMgus/bYsWMFFsIUEnBDAJ4eM2fOtO1SuXJlWbNmjW2bcCuxGXe75tUYKHv27JHCmpEOJTwC3bt3l9dee005CMIvjR8/XlnvtmKnZkQVmEQQnq/wMKJ4nwAVqR66hlSkBr9Y4SpS8bAEt/wjR474Tfb+++9LaYfxOa3irI7X4q7ChYvijgAVqe54sTUJkEB8CQwZMkRPAPX333+HtRDcZD+nJTp86KGHwhqHnSNHABl3EaLBTgoVKiR44GXoBTtKyVOHmPqInehWkC04MKGM2zFStT1i2yGm5eHDhy0RwEX7+eeft6xjIQmoCFiFn7Bqi5iq0RQkrcuTJ4/gc24WKlLNNEJ/P2vWLOnQoYNyAGxaf/7558p6txVW3iyrV68OmuDM7TxsHx8CVKTGh3tIs1KRGhxbuIpUzICb2ykBgezba1+6yPYXTKCIvadKFdm3b5+vKR6oNn3zjeTKlctXxjfOCFCR6owTW5EACcSXAGJiN2jQQL766quwF1K+fHmBZ8Pll18e9lgcIHIEnCadGjdunAwcODByE3OkhCQA62Qo9M6cOeNqfXAtxYN6pkyZXPVj4/8ING3aVN5ShNx64IEH9GR8/7XmOxJwRgDhJuCZaCewiEbIt2gKNlCnTZvmNwUVqX44Qj7YsWOHIOasSuCFeurUKYlUyBUrRSriaYeyAadaM8vjR4CK1Pixdz0zFanBkUVCkbp161appbnimwVxnL78v/8LqgxdrMVW6du3r7mrHi/tPc2ileKeABWp7pmxBwmQQOwIwPL04YcflldffdU2gYGTFSEzPJQDeJijJCYBJ0mn7rnnHvn0008T8wS4qogRqF+/vrz33nuuxoNLP2In58+f31U/rzdGdmTkIDBLw4YNBfkDQpHevXvL5MmTLbvGwv3acmIWep4AXL7h+m0n3bp103/v7dqEW/fFF18IkqqZZerUqYLvD0p4BGBRjMRhx48fVw4E6+Q77rhDWe+mwkqR+uCDDwpiPVO8T4CKVA9dQypSg1+sSChSMcu92oPQrl27/CbEzdmcOXNEFSt11ccfS5cuXeT8+fN+/YYNGyY9evb0K+OBMwJUpDrjxFYkQAKxJQAF6pQpU6R///5BE1QEWxksIPDQFCxrcLBxWB99AlYPRYGzIiEYkpfQvT+QTPIcL168WJo3b+7qhPB3DpfOaFuzuVpUjBpbuU3v3btXEAojFIGH2NChQy27Fi1aNM39u2VDFpJAAIHTp0/rSafwqhJkfYcHCv6eKd4kgMSR+C1XycSJE/UNclW9m/Lly5dLnYDcK8ibghj6FO8ToCLVQ9eQitTgFytSilTsdI+xSBhRu3Zt3cU/V+7cvsVgd+udd97RLVExv1kKFCggqzXLFP7gmqk4f09FqnNWbEkCJBAbAl9//bUeYyswC7Xb2dOlSyewcETMrowZM7rtzvZxIOA06RRCPFglDInDkjllhAnA7RNJX+wsmgKnhFJ99uzZ0rp168CqlDiOtCJ1hpa8tVOnTpbsEDIBCf8oJBAKgR49egS1OIU1IawKKd4kECzeOXKazJs3LyInh6SCULaZhYpUMw1vv6ci1UPXj4rU4BcrUorUP//8U+pqO0jbtm1LMykeeGvUqKE/+OJGGrHsTp48maYdCpCp777777esY2FwAlSkBmfEFiRAArEhgO97xLVCZt9wEk5AqYI4flCgRioOV2wIcBYQCPYQhjZPPfWU0mIO9RRvEoAiHQryzZs3uzqBxx9/XJ622Jx3NYiHG0dakQprLhg2qATK7qxZs6qqWU4CSgKIkRosvA4VYUp8nqhYuXKl/hyvWmyRIkVk9+7dqmpX5fBeghWz2cqZnx9XCBO6MRWpCX15/BdHRao/D6ujSClSMTa+RBEr9ezZs1ZTBS1r1759mhg3QTuxgR8BKlL9cPCABEggTgQ+1kK3wHrUbWKZwOUWK1ZM92CwS3YQ2IfHiUUASafgbYIHJJVUqlRJ1q5dq6pmuQcJwMoRVmjvu4x536pVK90aNZWTx0VakQpFNpJ2qQRWYMWLF1dVs5wEbAnAWwSbJiq54oorBMnm8ubNq2rC8gQmgI2WHDlyKH/DsQmDNpESxE1fs2aNbzgqUn0oPP+GilQPXUIqUoNfrEgqUjEbXDiRPfHI4cPBJze1QCD8IZoFAiU8AnCdLVWqlD5I9erV9QDhqhHxw4eELxQSIAESiBQBeCc888wzMmrUKOVNt5O5YIUKJUyk3MWczMk20SMQLLszHsSPHj2qW6JEbxUcOVYEEBOxXr16smnTJldTjhs3TgYOHOiqTzI2jrQi9ciRI5LbFGIrkBli0d57772BxTwmAUcE8LcebMMEcc0fe+wxR+OF0+ibb76Rw6Zn0Ouuu45hY8IB+m/fm266SWl1CkU57v0itfl18OBBP8UskuylWsLBCFyymA7x/fffO/IiwffEb7/9JsnudXKZ5oZ3KaZXIAqTDdJuxubOnauPPFa7OWvTpk0UZvH2kFaK1IJaJuR169aFfGJQouLHEq4AdhYomADWRg/37SuNGzcOeT52/I/Axo0bHWdOxE31oUOH/uvMdyRAAiQQIgF81yM0y4ABA/TEQSEOo3dDchnE0c6VK1c4w7BvAhFYsGCBII6anbz55pvSrFkzuyas8wCBnlqy0OnTp6dJJBps6R06dBDE8qSIRFqRiu9n5B64EJCXwGCNZyVYAlNIIBQC+O5u0aKFbVd4lfzwww+2bSJR2bRpU3nrrbd8Q+FZB14RUPZRQicQyDVwpC1btvgMeQLreJz8BLAZV61aNccnOmjQIBk7dqzj9l5rmBSKVLiYG26F2bWssKrs8V67OF5ZL364Fi1cKD9oLkMHtffYIcySJYvk11z8CuTPr+9+V7vvPmbqjeAF3bp1q9x66636iJUrV9ZdMVTDIwYNYhdSSIAESCAcAkgKA68C7DKHIzlz5pQ5c+ZIrVq1whmGfROQwMWLF+Waa66xTWrTuXNnmTp1agKunktyQgAx7apWrap7Jjlpb26D0A4IB3L11Vebi1P2/YYNG6RixYp+579r1y65UTN0CFUQXuPAgQOW3cePHy+PPPKIZR0LSSAYgfPnz8sNN9wQNKHc+vXrBRul0RQrhd8nn3yifzdFc95kH3v06NEyYsQI5Wm+/vrr0qVLF2U9K5KbAPQPw4cPD3qSq1at0u8DhwwZoicjD9rBow2SQpEaafYw0v3xxx/lO+3DkiFDBl1hZc5GH+n5OB4JuCXAGKluibE9CZBAqASQab179+4hKU4C5+zWrRtDjQRCSbLj+7SNUzzQqgTx86DoQVgHircIwK2zXLlygocpt4LrjhAAtEB3S85d+woVKggUtFYCJSqUqRQSCJUANlMnT55s2z0Wv/NWilSsbdKkSbZrY6U9gaVLl9p6j3bq1EmmTZtmPwhrU54AY6Qm2UcAFjR4GNy5Y4cgBkebtm3TnCHc34dpWnZ8iZwOsLiBywBc0QZqJspXXnllmr4sIIFYEqAiNZa0ORcJpCYBfM/0799flixZIuFGAYIVC6wQ7TJKpybl5DvroUOHBrVAoHug9647vgPatWunW5O7XT1i6iHrtxHb3W1/tndOAMn/EDLFSuDWb4RCs6pnGQkEI+AktBg84RA/GWEmoiVWilSEHVioeUhSQieA72nEOlcJFGTbtm1TVbsuhxfrsWPHfP3wmSlSpIjvmG+8SYCKVG9etzSrhhsCHt5e0naoDHdEuBYtXLTIry2yjnbVTNU/++wzv/LAA9wETn75Zf6RB4LhcUwJUJEaU9ycjARSigBukqFAhQtusPjXwcBg4xGKNcTTpjtvMFrJUb98+XKpU6eO7ckw2ZAtnoSsxN9wqLHOaCkWu0vao0cPpdU/QjLYWYvHbpWcycsEbrnlFkHSGTuZP3++nkjSrk04dXAZRsJLs1CRaqYR2vtgCeuwKQbFJ0L4REKQjAgJygxBaJL9+/cbh3z1KAEqUj164czLhoVpW83ydM2aNeZisVKkPjZ4sCD+mxNB/M81a9fSPckJLLaJCgEqUqOClYOSQEoTQOzDYcOGyUsvvRS2AhUg4cmBZCoFCxZMaa6pePK33XabwOpUJVToqMgkZjm+E/r06RPS4qDcQBIyhnIICZ/rTnYxDmOVCMj1otnBUwQQHmKglujZTqBwQ9IpJBuOhiBMyO233+43NBWpfjhCPihatKjs2bNH2X/FihVSs2ZNZb2bikBFarp06eTcuXNMGuYGYgK2pSI1AS+K2yU9omUVxs1boAQqUrGzckf58q4yjyIr7fgJEwKH5jEJxIQAFakxwcxJSCAlCMDqFNYjUJScOHEi7HOGa9aoUaPk0UcfFTxMUVKPwGBtcxpWpyq56qqrdKsWbExTEpsAMmM3b948pM2V8tq9NTy9kG+AkpYA8jEEWvk+9dRTgoR8oQq88FTJYLJmzSqnTp0KdWj2IwGdANz2YTmI5IJ28uSTT+qbs3Ztwqm76aabZPfu3b4hqEj1oQjrTZs2bWxDgCAZ1ciRI8Oaw+gcqEhFOZ5xEVOb4l0CVKR699rpK39v2TJBsGsrqVKlisw3KVgRNHvM00/7NcXDX8eOHQW7Mgiqv+jNNwUWroagfsWHH0rJkiWNIr6SQMwIUJEaM9SciASSmgDcsBs3buxqI1EFBBZneJDBb2o4igDV+Cz3DoHVq1dLtWrVbBeMePQNGza0bcPK+BL4+eefdYVJKCE+8uXLp1ukIz4yxZoALPYDs5vv3btXChUqZN3BQen7778v9erVU7ZEKLNMmTIp61lBAk4I4DOGz5qdIARAKInp7MY01/3xxx9ywfRsjlBCGTNmNDfh+xAIBPNAgDUqrFIjIVaK1J07dwqU5BTvEqAi1bvXTl95Zy2rXOAfeZmyZQW7LPXr1/e7iWiiPUTiZsYsiLvSVguqbwgUsz179pS//vrLKNKTT0188UXfMd+QQKwIUJEaK9KchwSSk8DJkyf138NgD0JOzx7KEijGYIFGIQFkd7/22msF4SJU0r17d3nllVdU1SxPAAJOMnRbLRPKDITVCnS9tWqbymXRUKRauTybGe/atUs3EjGX8T0JuCXwpmZghI3TYPLdd9/R6CgYpASrR3Juu3s5JBP79ddfI+JxBAv84Vqib7NQkWqm4c33VKR687rpq8aN+61aUijcyBuCeF3vaTtngW6Gp3/7TbBjZnZPgLvCF+vWpWnbr18/edOUpAqK2ffee8+Ygq8kEDMCVKTGDDUnIoGkI/Dqq6/qyaQQhypcyZMnjx5TtUmTJuEOxf5JQgCulk888YSs1WLJ47dKJTfeeKPs27dPVc3yOBNAfEPcO5stvpwsCZbpi7R75WbNmjlpntJtoqFIhdu1nRUwFNyVK1dOae48+fAJIJkzPmfHjx+3HQxKMsTtpXiHAL7zs2XLJmfPnlUuGsnGbr75ZmW904oZM2ZIJ834zSxUpJppePM9FanevG76quGq+FDnzr4zgPJ0uWaCDoVpoLyvKUK7du3qV4wd+CFaFrlA2bhxozQyuaHlyJFDtmo7bRQSiDUBKlJjTZzzkYD3Cfz0009SvXp1wU1quAKLMzwcIa4q4l1SSMAg8OWXX8pdd91lHNq+QlmHBDiUxCNw//33y6pVq1wtDJZKkyZN0q3dXXVM0cbRUKTCc+7qq6/286Az4124cKEjS0JzH74nASsCTizWkWxqx44dVt0jVnb06FG/8ES4P8EzOiV0AgiDiM1QlUybNi2NAlTV1q585cqVUqNGDb8mVKT64fDkARWpnrxs/yx61syZgpgbhuTPn1++DHDdN+oe0xIizJ492zjUX5dogfUDYxahAlarhbW4RWb3/h3aA2nmzJn9+vOABKJNgIrUaBPm+CSQPARgeQqF5/Tp00NKGGMmAaUpXLJhccg4qGYyfG8QcKNIxecIickoiUUAFqUPPPCAq0VBeffxxx8LErpSnBGIhiIVM8NSEJapVvLCCy9I3759rapYRgKuCMDA6I477gjaB+EmypQpE7RdqA0CN33wHWSnBAx1nlTqN2jQIHn22WeVp4yEdq+//rqy3mkFrF737Nnj1xzKd27Q+yHx3AEVqZ67ZP8t+PnnnpPx48f7CvCFutDkku+r0N7ce889gnhBhiAA+7Zt2ySdFrDaSkprbk7Y+TLkY223Hh8WCgnEkgAVqbGkzblIwJsEsOkHN35kUD9z5kxYJ3HFFVfoD9+wQmWikrBQJn1nN4rU4sWLy/bt25OeiZdOEHGTH3zwQUFSIjcya9YsaWfKLeCmb6q2jZYitVy5cvL1119bYoWCZOzYsZZ1LCQBtwSe1pI1Dxs2zLYb7kGQeyRaEqhIhRLuxIkTTDwVBvC3NKOypk2bKkeIdiIx5cSs8AQBKlI9cZmsFzlu3DiZqO24GtKseXOZOHGiceh7PXbsmNx2662+Y7y59957Ze68eX5lxgGylhYtUsTPfeD9Dz6Q0qVLG034SgIxIUBFakwwcxIS8CSBS5cuyZIlS6Rjx46ulSFWJ1yxYkWBGxeUXhQSCEbAjSIVWZahsKP1STCqsalHzFr8nbuNizpkyBAZM2ZMbBaZRLMgtAUS2Zpl/vz5cv3115uLXL9HUl1VDoe2bdvKG2+84XpMdiABKwKHDx+WvHnz+nlrBrYrpHlzwuoQ8ZOjIYGKVMwBi1Rax4dO++DBg/p1VY2AsIlQVmfNmlXVhOUpTICKVA9f/HmaInTgo4/6zqBWrVoyTXNpDJTFWsbBQPeWx4cOlV69egU21Y8PHDggd1ao4Fe3bv16KViwoF8ZD0gg2gRgRQ3XB8iIESPkpptuUk6ZPn16211FZUdWkAAJeI4AXO26desm33zzTdhrR4wxWJHAhYtCAk4JuFGkYswNGzbYZgh2Oi/bhUcAIUBKliwpe/fudTUQEs0hg3dgMldXg7BxRAkg98OUKVMsx4TSCXEJKSQQKQJWiszAsfG7UCHgGTqwTajHVvN/+OGHaWJvhjp+qvaDfgOx9VWC7xGwp6QOAWycIIRPMIHnA5TxyZ5s7jLNcuVSMBheq1+vKTebmczRC2qZYb/44os0O2HYlf0kIJC+nYUp2qKPIQhmvVNTaEVrh82Yh68kEEjAaVwi9MudO7ccOnQocAgekwAJJBEB3Oz2799f4I4VruTJk0e3QK1du3a4Q7F/ChJwq0h96aWXlBvYKYgvbqfcvn1715aKt99+uyALPO6HKYlDABvsqkzpUJZ/x0S5iXOxkmAlUNoHJm4OPC3cnzynhd6LhiCeM+I6m4WKVDON0N5bcTWPhO8YKMooqUNg9erVUq1aNccnnOyhZJJSkQql0e1ly/pd5BlaAipzVjgoW5s3ayZmPXKuXLlkk2bFY6UYvXjhgsBVZsuWLb5x4dIPxSuFBGJN4KuvvvJZ8MA10uoza6wJn2tYU1NIgASSjwB+w2Zqv2+dO3f2+z0L5UyRLAY3xgMHDrT9TgllbPZJHQLI0IyYeIasW7fOL7a8UW68Iq4m4mtS4kcArt5QpLoRxE3ev3+/rfunm/HYNnIEEBu7R48elgPC0+DXX3+1rGMhCYRCAJ8nbMDahQTJly+f/n0RDcv1yZMnS+/evf2WTkWqH46QDp5//nkZMGCAsm+dOnUEMbUjIbiHRVIyQxo2bCgjR440DvmaIAQ+/fRTqVmzZtDV4LsAzydUpAZFlXgNcOHuvusuP3P0LFmy6Amo7tTK4UaGL4bTv/3mt/iWLVvK+AkT/MqMg2f+9z+ZNGmScai/Ihj/hCjtrvlNxAMSCCDAGKkBQHhIAilI4Ntvv9WVH+YNvlAxVKlSRT777LNQu7MfCSgJBFPSlShRQhArkhIfAlCCIC6qG+UaNm9nz54trVu3js+iOastgXfeeUcaNWpk2QbX7o8//hCEfaKQQKQIQKm2fPly2+FgvV65cmXbNqFU4vfjvvvu8+uKMH/Ie0IJnQCMzu6++27lADlz5tQ3Se2MeZSdAypwD4q4toZAWbdixQrjkK8eI8AYqR67YIHLxU1ET8VubGBb43jx4sVyl+kLA66SWzUL1Dlz5uiuS0Y743WqlnyDro8GDb7GkgAVqbGkzblIILEInDx5UrcaRQIos1dFKKvEjfDChQvTPISEMhb7kIAVgTNnzki2bNmUyUhgoXT8+HG9jVV/lkWPwO7du3XrErdxUR9//HFBtm5KeAS2bt0qrVq18hsEygMk7wlHgoV/wvVGAiAKCUSKADxjkODSTpCDBKFcKN4gcP78ef13Ga8q2b59e0QSkQYqUm+++Wb5/vvvVdOyPMEJUJGa4Bco2PLwcFmvbl2BxY4TQZynd5ct82uaT7uRUT2kVq9eXWbSFc2PFw9iR4CK1Nix5kwkkCgEjh49qidIRCywv/76K6xlQXmFh5oJmhcGwoNQSCCaBG677Ta/0EiBczFpRSCR6B8jdwCsFo8dO+ZqssaNGwsMD6LhoutqIUnQ+P/+7//kzjvv9DuTSCg5zfeIfoP/e4Brb2dpZtWHZSRgRwAbvNdff73YKd2Qs+Hnn38WhAWheIPAXZonL+KeqyRSyYQCFanM76Ei7o1yKlK9cZ1sV7ldM/XH7phdxjkMgHhByDha4v/9P7/xVIrUzJkzy2otRsQNN9zg154HJBArAuabZN4Qx4o65yGB+BCA0vSVV17R407CJTNcQSyzZdrGITYQKSQQCwJdunSRqVOnKqeCdSOsHCmxIYBsusjIfPHiRVcT3nrrrYKYt5kyZXLVj42tCURLkYr4dHDd//vvvy0nhiK8qSkpr2UjFpKASwKIa/nuu+/a9ormphm8H06cOOGbHy7n4Vp3+wZL0TdIEvbCCy8ozz5Dhgx6qBBlA4cVVatWFcTfNISKVIOEN1+pSPXmdUuz6t+0OKj9+vYVBJ22EihRF2lKVFzwQLFSpELZiuDLuJmkkEC8CFCRGi/ynJcEYksAMao6dOggO3fuDHtibP7BrQ4WZRQSiBYBJIwIjM/Yp08fPemAak48gC9dulRVzfIIEwiWjdlquuzZs8vmzZulQIECVtUsC4FAtBSpWAoUEUeOHLFcFXI+BCbnsWzIQhJwQQBxSYPFTW7btq0gbnY0ZPr06XriTfPYP/74o75pZC7je+cEEPoJOWHsBM+k4SqsEeJk/vz5vmmoSPWh8OQbKlI9ednUi0aCKdwAIubp3n37pGjRolJRi4d6jxaIGlnNrcSsSC1cuLC+e9tLywpIN0grWiyLJQEqUmNJm3ORQHwIIHEDEjiEK7AeGz16tP7gfNVVV4U7HPuTgC0BuAHCHdAsiPtYq1Ytc5Hfeyj54fJJiT6Bl19+WQ/r4WYm3PciGV3gdXUzBtumJRBNRWrp0qX15560s4pu/c0Yt1ZkWBYOgdOnT+sK/LNnzyqHQZgXp2H3lIMoKqwUqVOmTJGHHnpI0YPFwQjs379fbrzxRttmuFe1+3237fxvJbK7P/vss76mVKT6UHjyDRWpnrxskV303LlzJV26dPqNI3fgI8uWo4VHgIrU8PixNwkkMgFYUPTVPCmCucg5OQfczHz++ed6CBsn7dmGBMIlYKVI3bNnj5QqVcrWBfDAgQOSL1++cKdnfxsCH330kdTV8ge4cenHRsyuXbsEIUEokSUQTUUqkuGqsl4j7BmUThQSiDSBZs2ayZIlS5TDXn311XLq1CnBa6TFSpHaokULPaFmpOdKpfGw0fnLL78oT3ncuHF6AlRlAwcVa9asEShkDUEYxaFDhxqHfPUYASpSPXbBuFwSSCUCVKSm0tXmuaYKAYSiwY48bkr//PPPsE4bSo9p06YJHqYpJBBLAlaKVFi1wOUTSn2V4OG7SZMmqmqWh0EAitNu3brJTC2ztipuptXwSCgFS9RKlSpZVbMsTALRVKR27txZqSytWbOmUska5imxe4oTQM4RKC/tZNWqVVKtWjW7JiHVWSlSadkYEkq/Tvhdfvvtt/3KzAft2rWTWUzAbUaS8u+pSE2gj8ClS5cElgq4+UNwfASPdiO4gUQAasjlWt8sWbO66c62JJBwBKhITbhLwgWRQMgE8Ps0ZswYGTt2rCCxVDgCF1wk7RkyZEhULD7CWRv7pgYBlSJ14sSJ8txzzykhDB48WJ555hllPStCJ/DII4/YsleN/L///U8ee+wxVTXLwySAe7nXXnvNb5QBAwbINddc41cWysGwYcNE5b6PPA8Id0YhgUgTQEJM5B85f/68cmh8p+C7JdKCJJoNGjTwGxaWjQg5QAmdADb44XqvkjJlyghio1NIwCBARapBIo6vSDwwc8YM+eGHH+T333/XVwIXo5tvvllaakGJESzfiWDHt4kpucaHmmvTLbfc4qQr25BAQhKgIjUhLwsXRQKuCcAKr1+/foK/6XAEYWhatmypx0INFs8qnHnYlwSCEVApUpE4zS5pBbL2fvLJJ8GGZ71LArNnzxZYDLkVWLO/9957AqtUivcITJ48WZlQ6rrrrlMmovLemXLFiUagQoUKgtwkKilXrpxs3LhRVR1yObx6rr32Wrlw4YJvDCpSfShCfvP1119L5cqVRRX7Nn369Lqe5oorrgh5DnZMLgJUpMbxeu7TkkHBMuELGxcwLK/afffJ+PHj9cDWdssNVKS+//77UlrbPaGQgFcJUJHq1SvHdZPAPwR27twpyGSOmIXhCjKeI4EM4lhRSCDeBFSKVFhbI3GnSrJkySInT56k4k4FKMRyPOTaWYdZDYtYtd98842ulLCqZ1niE3jrrbf0JLlWK4Vn37lz54TJB63osCxcAvAsgFeMSrA5c+TIEcmZM6eqScjlVapUkbVr1/r6U5HqQxHWG9xn2sXth9FbiRIlwpoDnQOth/H7xSTfYWON+QBUpMYc+T8TYjepRvXquiu/kyXA8uYDLThxtmzZlM2pSFWiYYVHCVCR6tELx2WTgEYACqU777xTvvrqq7B44Pdvhua1ce+994Y1DjuTQCQJICkFknWapWvXrpJVC6uUK1cuOXr0qLnK7/13330nJUuW9CvjQegEoAwtW7as6wGgiGBcVNfYEqoDLMDvvvtu5Zp++uknyZ8/v7KeFSQQKgEkpytWrJht90WLFknz5s1t24RSOWHCBME/Q4xkecYxX0MjgMRPCEGlEsTGRaKxcAVKdoR0NARGAj169DAO+eoRAlSkxulCde3SRWAxGiiIF4QMf4cOHQqsEriDzZ4zRxk7lYrUNMhY4HECVKR6/AJy+SlLAA+3HTp0EFikhiN58+YVeG9wpz4ciuwbawL16tWzvMcz1oFkIcgoTgmfAB5GoQxdt26dq8EQ+mrr1q2u+rBx4hH48ccfpVChQsqFwXIcLtgUEogGAXz28BlUSRftef/1119XVbM8wQgsWLBADx+lWtYTTzwho0aNUlU7Lg9UpCLmvyrWs+NB2TDmBKhIjTlykT179kgVLQaHWWrUqCGjRo+WAgUK6MVwBXjqyScFceXM8vzzz0sLRcxUKlLNpPg+GQhQkZoMV5HnkEoE8NvVt29fwc1oOILYdk9qv4HIyIy4qBQS8BKB0dr93IgRI5RL7t69u7zyyivKelY4JwBr9U6dOjnvoLWE0QJiFxYpUsRVPzYOjcDBgwfTZLvu2bOnrZed05kQziFDhgx+1l3mvsjC3ahRI3MR35NAxAhAUTp16lTlePCowWYwxRsE4C1SqlQp5WKbNGmSRjejbGxTEahIbd++vcycOdOmB6sSkQAVqXG4KnAFGzRwoG9mKEahILWSKVOmyEjTzTgyBK7VYqpmz549TXMqUtMgYYHHCVCR6vELyOWnDIEvvvhCkK0cD60XL14M+bzhngbXKihjM2bMGPI47EgC8SSwYsUKQRIjlcANHYktKOEROHHihB6vDhs4TgUPsMh6XadOHadd2C5MAng+QZgXs+zdu9fWktTcNth7JN759ddfLZvRZdYSCwsjRACu+8GSQiMEQNGiRSM0I4eJJgEk8EK82T///NNymptuuilsTysMHKhIjZSC1nLRLIwaASpSo4ZWPfDDWuINw9I0ixZLC24nVopRY4T+/fvLooULjUNpq2UlRYDrQKEiNZAIj71OYMuWLXLbbbfpp3HXXXfpViSqc8LfUGC8OlVblpMACUSGAB6GH374YVs3ZiczISlI27Zt5YUXXrD9O3cyFtuQQLwJQKkDq2pzDDTzmhCq4tSpU7olnbmc790R6N27tyBruxuBWybcMymxIxBtRSosyGBJZiXDhw8XWIhTSCAaBPBdj5jYf//9t3J4KvOVaBKy4tZbb1WGfbniiisEeW7C3ehH/7Nnz/rOn4pUH4qEeAP9g10iOWORa9askd9//11vaxdb12jv1dfLtJvZ/yL6xvks6tevL5v+tUS4u2JFQeBiO8Ef7D1adj5jxx1/xB+vWpUmwDUVqXYUWedFAnC9u+OOOxwtPXfu3JaxhR11ZiMSIAFXBKAEguvySy+9pCeVctU5oDFc9z/44AOpriVgpJCAVwggiQ0ekM3y2GOP+TbGYYGEUE4qgRW3XZIcVT+W/0MACabKly/v6vsH999Lly7VrYHIMXYEoq1IRXi0lStXWp7QQw89JPDuo5BAtAiUK1fO1sOgcePG8tZbb0VleihyzXlVcD9VvHjxqMyVKoO2bt1a5s2bpzxdPJvimocjsGzdvXu3bwgqUn0oEuLN6tWrpVq1ao7XMmjQIBk7dqzj9l5rmFCK1Fo1a/p2Oho2bCgvO4iT9e6770oPLaaWIffdf7+88cYbxqH+SkWqHw4eJAEBc6wauEli11cl2bJl012LVfUsJwESiAyBSZMmyYABA8Jy4TdWAotzxDgsU6aMUcRXEvAEAXgTwVPCLPv37/fFum/VqpXMnz/fXO33HiGd+vXr51fGA2cEYBsB9rjvdSp4cN2wYYNP0e20H9uFTyDailTEFwx8JjJWXbduXaiEZvQAAEAASURBVHnvvfeMQ76SQMQJwHLNylPUmAgec8eOHRMYQkVa8DuC+zFD4DJ+/PjxiMQfNsZMtVdcSztrRNyzdtCSqYYjUNJBWWcIFakGicR4/eGHHxwpRrExC8OSZE8WllCK1JYPPigwBYYUK1ZMVn/6qf4+2H9NtQDHuHE3BFkA62qZYQ2hItUgwddkIcAYqclyJXkeyUBg586d0rRpU6ULpdtzxFjY9b/qqqvcdmV7Eog7gWCKVISpQGgmlcAC+6OPPlJVs9yCwI4dO/T4ybDmhTudU0EMTTy03nLLLU67sF0ECURbkQpLcJU1EDbpNm3aFMGz4VAk4E/gk08+kfvuu8+/MOBo/fr1aeIEBzQJ6TBQkYpB8LtCD5+QcOqdsPEC7wWVQHE9YcIEVbWjcnwnmS2Jr7/+ekHsdIq3CDBGahyuV18tntzixYv1mREXbpum9c6qxUoNJt9//73AmtWIw5IzZ05dCYtXCBWpwQiy3msEqEj12hXjepORwJkzZ/T4pdh5jUSUHGSxnT59ulStWjUZcfGcUoRAMEXqunXrpKIWvkklTDilImNdjsRScKdEXGa3gg2bli1buu3G9hEiEG1FqpUyyVj6DTfcID///LNxyFcSiDiB8+fPC5JB//HHH8qxn3zySRk2bJiyPtQKq88+YgIjNjAlNALwLMF9qkoQSuTDDz9UVbM8hQhQkRqHiz116lQZYQp036hRI5n44ouCuCbBZLAWg2HOnDm+ZjU1xeoUbTy4C1CR6sPCN0lCgIrUJLmQPA1PEjh69Kg0a9ZM1q5dGxEF6tVXX60n/YCVHpLtUEjAywSCKVKRSCJLlizKGJ6FChUKSSnoZWbhrL1bt24CTyy30qlTJ5k2bZrbbmwfQQKbN28WuK6a5bPPPpN8+fKZi0J+j+eqLl26WPZHUhdsBlJIIJoEatWqZatcq6LlOsFnPtJipUjt27evnrgz0nOlyngwGEA4BuSosZI8efLIwYMHrapYlmIEqEiNwwU/fPiwlLv9dp9lKZaA3Y0XJk4MGtPktPZHjbZIcmDI/Zp72KuvvirIMNZEC2htyPvvvy+lGXfOwMFXDxKgItWDF41LTgoCCJyOG/SLFy+GfT6ZMmXS3aTgCgXrIAoJJAOBYIpUnGPBggX97tfM540HNVhZUpwRCEzO4aQXXPlhZBBuhmUnc7FN/AggjwRyTlhJ+vTp/bJjW7VhGQmESwD3N48++qhyGGwknz59OuKbyLNnz5Z27dr5zUtFqh+OkA7gTQKvEpXA0AAhYyipTYCK1Dhd/wGaRc7ChQv9Zk+nWejcrQXPL1KkiK4AhSWQlXyrZSptqFmxXrxwwVedP39+uV1TzsL10hAqUg0SfPUqASpSvXrluG6vElixYoW0adNGkAk2XMmcObOMGTNGevTo4cjjItz52J8EYknAiSL13nvvVVohISkIXEHxgE2xJwB3fuQU+Ouvv+wbmmrx/YPkUnjQoSQ3AavQAcYZIwY3XK8pJBBNAjBmQvJMO4lGnFTEri9evLjftFSk+uEI6SCYBwRibuP3PRypU6eOIKmRIW3bttW9toxjviY+ASpS43SN4GZSW3MD2LNnj+UKkI108ZIllnUonKK5N40cOVJZjwoqUm3xsNIDBKhI9cBF4hKTggAUFLhxjIQLLELN9O7dW/+NgtUdhQSSkcDWrVsF2cLN8sEHHwiSRhjSsWNHmTlzpnGY5hUP36VKlUpTzoL/CHz33XdSu3Ztwf2AG0EWdzyYUpKfwI8//igIlWElCJt2wWR4YtWGZSQQLgG4g8PlG16nKnn22WdtrVZV/ezKMW+uXLnk2LFjvmZUpPpQhPzmpZdekj59+ij7v6iFZLSrV3Y0VUDxjnsAQ/A7h3sIincIUJEax2t16tQpeVhLPPXxypVpVhFMkYoO7y1bpn8hw1XASqhItaLCMi8RoCLVS1eLa/UqAVjWQeGzffv2sE4ByRNxU7FM+20qXLhwWGOxMwkkA4Gnn37aNsHIggUL5IEHHkiGU43KOSD0Qfny5ZVGB6pJO3fuLIibSUkMAidPnpTPP//cbzHVqlWLWMgFKK/MGxjmifC7ZCTpNZfzPQlEmgC8eebOnasctkGDBvLOO+8o60OtgFEWYnIbgiTUUOpSQifw6aef2iZE7dq1q7z22muhT6D1DFSk4v5527ZtYY3JzrElQEVqbHlbzgbXo4XazfTHH3/s21GqVKmSLFy0yLK9uXC/tgs7duxY+eijj/y+RNGGilQzKb73IgEqUr141bhmrxBAjCckfkJGa1g1hCNVq1bVHyB48x4ORfZNNgKrVq2S+++/X3laI0aMCOpdpOyc5BVQftWvX9+1hQ5iYiI0CeOiJs4HxMr1HuEaVFakbldup0jFWOfOnWMIDbdQ2d41gVmzZkmHDh2U/aDgxH0XlPuUxCaA3xC7GKgweLOLoerk7AIVqYgDjlANFO8QoCI1wa4VdpSgPMqaNavkzp3b8eoQKmClZtkKF6gf9+2TAwcOyCtaAipaBTlGyIYJSICK1AS8KFyS5wngoXLw4MEyadKksBWouPGDVV3ZsmU9z4UnQAKRJoDMvnnz5lUO27x5c1nkYNNcOUASV0DJPHr0aFdniLiziPNcXUvCSkkcAtFWpMKt+brrrlOeMO4l7f4OlR1ZQQIuCPz888+SL18+2x4ICYMkeJTEJ4DkqL/88ovlQqGngaV9OEpxeFt89dVXvvGpSPWh8MwbKlI9c6lEJk+eLKs0q1VI54cekrp163po9VwqCbgnQEWqe2bsQQIqArA6RdxAhJT57bffVM0clSOu45w5c+TWW2911J6NSCDZCEB58+GHH/qdViMtEWimTJn8yq655hr9gcuv8N+DkiVL6hvgVnWpXIbwIGDp1iV7+PDhrpWvqcw5VucebUXqxYsXBUmlVJ4Vmzdv5m9VrC52is9j930PNK+88op07949xSl54/Rr1qype/yqVrtPM1y78cYbVdVBy7GRunjxYl87KlJ9KDzzhopUz1wqkUcfeUTmz5+vr3j0k08KYkBRSCCZCVCRmsxXl+cWSwKRioOK5FEzZszQlRyxXD/nIoFEI4C/Kbj3mWX//v1SoEABc5FUrFhR6QII5Q88ipAQh/IPgV27dulxUZFHwI0ggzJCZCHZHSWxCERbkYqzzZEjhyCmrpUgxAZislJIINoE8Gw+ffp05TStWrWyjaOq7BikAkq5t956y9cKv02BcYl9lXzjiMAjmt7lueeeU7bFhl+9evWU9cEqJk6cqBs3GO1w7/D2228bh3z1AAEqUj1wkYwlUpFqkOBrqhCgIjVVrjTPM1oEYDHXrVs3gYInXOnRo4cgkyncZykkkOoEnCpSH9I8iKZNm6bE9cMPP0iJEiWU9alUAYUbrIDcKlERCuubb75hgpUE/bDEQpFarFgxgRLeShYuXCgtWrSwqmIZCUSUAJSodoZO+fPnl59++imic2KwZs2ayZIlS3zjIlY0XM+vvvpqXxnfuCMwc+ZMPRGrqteYMWNkyJAhqmqWpwABKlI9dJGpSPXQxeJSI0KAitSIYOQgKUgAN+pQoCJeYCQEY72qxd2mkAAJ/EPAqSIVFi2wbFEJrIgaN26sqk6Z8pdffll69erl+nyxsYMNI7ukXq4HZYeIEoiFIhUWePibtBJ8trARSCGBaBOAMh9KfTv5UUsUXbBgQbsmrusCFakYAH8PFSpUcD0WO/xDAPFLEcdUJdGyLlbNx/LEI0BFauJdE+WKqEhVomFFkhKgIjVJLyxPK2oEzp8/L2PHjpWnnnpKLly4EPY8sJ6AhQWVFGGj5ABJRsCpInX58uVSp04d5dnjb3Xo0KHK+lSogAsqXPP/+usv16fLuKiukcW8QywUqfXr15f33nvP8tyQtAyfEwoJxIJAnjx55NChQ8qpZs+eLW3atFHWh1JhpUhFIkO4/FNCI/DHH3/oyb9Vv0vwJIFHSaiC5GRGyEZjDHiwIIQWxRsEqEj1xnXSV0lFqocuFpcaEQJUpEYEIwdJEQJbtmzR3WLtbuCdokDsxpEjR+qWdHhPIQES8CfgVJGKsBp2CSlS3aoFD5O33Xab/Prrr/6AHRy1bNlSoJRgXFQHsOLYBEnDzp4967eCjBkzhpXx2m8w7aBjx44CV1wrQYJFxCOkkEAsCAQmEQqcs2vXrvLaa68FFod13KFDB5k1a5bfGFSk+uEI6QC/3arQWEgsdvz48ZDGRacvvvhCKlWq5NefVsR+OBL+IFUUqcjk6Hl5ZMCASzfkyaP/mzp1qufPhydAAsEIHDhw4JL2Lar/035wgjVnPQmkJAEtDtalvn37XtKUCb6/F+Pvxu2rpjS91LRp00v426OQAAmoCaxfvz7N35v2wJWmg6ZEupQ5c+Y0bY2/zTJlyqTpk0oFbdu2VbIxGFm93nPPPZc0q/tUQsVztSGghc9Qfo5at25t05NVJBBZAprSXvlZxHeZpnyJ7ITaaFr8+jRzaorUiM+TagNq3lhpuBq/R9pmUFg4NE+MNGMvXrw4rDHZObYENKtk/RpqXg+xnTjGs12G+bQPvqeFFqmevnxcfAgEaJEaAjR2SRkC+FmbM2eO9OvXL6xdcQC77LLLpH379noyqUyZMqUMQ54oCYRKAO7KgdYke/fuFYTDCBTEWUO8NSuBZd7p06dTNokbYgW6Tb6SN29e+frrrwVJpigkAALPPPOMMvELEphFKl44aZNAMAJIfFe2bFllM9xvHTlyRK699lplG7cV+D4sV66cXzdapPrhCOmgZ8+e8sorr1j2TZcuXVghtKwsUl988UXp06eP5XwsTDwCqWKRSkVq4n32uCISCEoArspw+YMgkQDcKFSCmDJz585VVbOcBJKGANwkp0yZorvdnzlzJuzzKl68uCxYsEBKly4d9lgcgARIIC0BbFK88cYbaSv+LdmzZ48ULlxYWZ+sFYjjrFnryp9//un4FJGF+tNPP5U777zTcR82TH4CmqeedOnSxfJEoWDauHGjZR0LSSDSBBBTM2fOnHLq1Cnl0G+//bY0atRIWe+24uLFi/Lmm2/6datYsaIUKFDAr4wH7ggESxYJ1367Z1O72datWye4RmbBfP379zcX8X0cCED/MGTIkKAzr1mzRn7//Xe97ZgxY4K292oDKlK9euW47pQmgBvfO+64wxEDWKZEIjako8nYiATiRABWbVDKbNu2LewV4G8GcVARrwuZrykkQALRIWBnLYcZly1bJvXq1YvO5Ak86rPPPiuDBg1ytcJXX31VunXr5qoPGyc/ASimmjRpYnmiiHO4b98+yzoWkkA0CNSuXdvWCnrAgAEyYcKEaEzNMSNIAL/NDRo0UI4IzxSnz6mBgyBR1c033+xXTEWqH464HaxevVqqVavmeH7cxyDRb7IKFanJemV5XklN4LvvvpNSpUrp54ibkly5cinPN2vWrAKXCAoJJCMB7HrjxhtWbeFGqoEFGG7gkR2UCtRk/LTwnBKNwLvvvisNGzZULmvcuHEycOBAZX0yVsCdH1mPA5MQ2Z1rp06dZNq0aXZNWJeABLABeN999/mtDBY/COsQKVm7dq1UqVLFcjj85iF8BoUEYkUA1mlDhw5VTodwLxs2bFDWsyIxCGzevNnWWwuekEgYGYrgOwnPrmahItVMI37voeR2ohhdunSpbnn++OOPy9NPPx2/BUd5ZipSowyYw5NANAgwRmo0qHJMrxE4evSoaAlpBNmtwxVkdoUSNUeOHOEOxf4kQAIOCezatUuKFSumbI2/yxkzZijrk7EC1vCjRo1yfGqIPbtz505Jnz694z5smBgEYLUVGIoB8YQLFSoUsQVaWXeZBz937pwgLASFBGJBwE6xj/kRX/PEiRN6aJNYrIdzhEYAYXeKFi2q7IzfsREjRijrg1WULFnSb5PniSee0I0cgvVjfWIQYIzUxLgOjlbBZFOOMLFREhGgIjWJLiZPxTUB7FYPHz5cJk+eLIh/FY4guQF2S53E/AlnHvYlgVQhAFdhWJKaBX9jVpsUiJkHqzgoc6wEroFQNqWKHDx4UI8Je/78eUenjIRcX375pc9DxVEnNkoYArFQpCJ5j13yMdxPIkkZhQRiQQDf9cjdYPcdt3LlStGywkd0OQiJhtjThmCzIk+ePMYhX10SwL03fn/MTM1DtGnTRmbPnm0u4vsUIkBFqocuNhWpHrpYXGpECFCRGhGMHMRjBHDjPWnSJMFOdySSSSFjMVxUjMRtHsPB5ZJAQhKAYg9JEM2yf/9+ZXIPJHODm6CVwL3v5MmTgg2PZJdff/1VKlSoILD0cSqw1oXVLsWbBGKhSIXCAxanSMZoJd9++y1/A63AsCxqBCpXriyff/65cnxYH7qxylcOZKq4/vrr5fDhw76SaMzhGzxF3sCbBF4lVgJL+/Xr11tVsSwFCFCR6qGLTEWqhy4WlxoRAlSkRgQjB/EQAcTMatGihUAhE64gHMALL7ygjBsX7vjsTwKpTMCtIrVly5ayYMECJTLEDIX7erIKHjbbtm0r+F23s9IKPH/GRQ0k4r3jWChSQQWZ0hFP3EpWrVrlKnmI1RgsIwE3BBA38X//+5+yS9WqVeWTTz5R1odSEahI7dixo0yfPj2UodjnXwJ16tSR5cuXW/LAd86xY8cs61iY/ASoSPXQNaYi1UMXi0uNCAEqUiOCkYN4gADcwOB2P3HixLCTScHy7amnnpK6det64My5RBLwJgG3itQnn3xSYB2kkg8//FBq1KihqvZ0+e+//64n7HBjhYoThhU9FLAZMmTw9Pmn+uJjpUi1sxxbuHChvkmZ6teC5x87AlC+QQmnkiuuuCLssE2BYwcqUvGbgt8WSugE+vbta5vMGJs311xzTegTsKdnCVCR6qFLR0Wqhy4WlxoRAlSkRgQjB0lwArBCbd68ucAiLRzJly+fbnlQvXr1cIZhXxIgAQcE3CpSFy9erP+dq4Z+/vnnpV+/fqpqz5bDzRQxYN1+v2XJkkW+/vpruemmmzx77lz4PwRipUi9++67lW62L7/8svTo0YOXhARiRuDUqVO6lTRiZKvkjz/+iOhGUaAiFeEF1qxZo5qe5Q4IINTWww8/rGyJe/jy5csr6+0qLl26lCaR7LXXXsukinbQEqiOitQEuhjBlkJFajBCrE82AlSkJtsV5fmYCeDmun379jJv3rywrFAvv/xyPc7WoEGD5KqrrjJPwfckQAJRIuBWkbpt2zZBhl6VdOnSRV5//XVVtSfLkaDjlltukZ07d7pe/6JFi2wVz64HZIe4EUAiqHfeecdv/gcffFCgLI+kNGjQQJYtW2Y55OjRo/XkjZaVLCSBKBFAiCXE51UJlJxQdkZKihQpInv37vUNR0WqD0XIb1asWCG1a9dW9p87d660atVKWW9X8dtvv0m2bNn8msyZM0dat27tV8aDxCSQKopUPKR6Xh4ZMODSDXny6P+mTp3q+fPhCZBAMAIHDhy4pH116v+++OKLYM1ZTwKeIaC5q17S3BB9n2/jc+729brrrruk3eR55ry5UBJIFgL4Gw78e9ViGytP788//7x05ZVXpuljjFGpUiVlX69WdOvWTXm+xnlbveK7kUICbgloCcmUnzfNosztcGxPAmET6NOnj/Izie++Z555Juw5zANUqVLFbz5NkWqu5vsQCGiJpvyYBv5maQnDQhj1ny6a1XKasSP9mQh5cewYlECJEiX066dt1AVt6+UGl2Hx2gff00KLVE9fPi4+BAK0SA0BGrskNIGjR48K4i0h6Uw4P0sZM2aUsWPHSs+ePQUWqRQSIIHYEoCFaa9evfwmRRzGXLly+ZWZD26++Wb54YcfzEW+9zly5BBktE8WeeONN3SLe7fnkz17dt2iijHn3JJj+4EDB8r48eMtQcDCC5ZeFBKIJYE333zTNjYvrKgDrbXDWV+bNm0EFpKG0CLVIBH668WLFwX33PCwsBIkUcTvXShiZZHau3dvQTgBSuITSBWL1KRQpA7SbhCML8ex48YJviwpJJDMBKhITearm1rnhizVULrMnDlT7OJlBaNy2WWXSbt27QTxFKloCEaL9SSQWASaNWsmS5YsUS7q0KFDkjt3bmW9lyo0C1vRPElcLRnfbx988IHUqlXLVT82JgEQ0Cy59KSNVjRq1qwpcNGlkEAsCfzyyy9yww03KKdEPEyEvsB3XyQEiY9Onz7tG+rqq68WxE2lhEfALpHdnXfeqYzNHGxWK0Vqx44d9XwHwfqyPv4EqEiN/zVwvIKzZ8/KmTNn9PbZtXga6a680nFfNiQBLxKgItWLV41rNhOA1enEiRP12GzIXB2O4Gb83Xffldtvvz2cYdiXBEggTgSGDx8uTz31lHJ2WKHAGsXrgsRSSBKlhTNwdSpdu3aV1157zVUfNk58Akios3v3br+Fai6REY/prYU9E8QatpJy5crJxo0brapYRgJRJQCvITsPpO3bt0vx4sWjugYOHh6BOnXqyPLlyy0HgTIc3mahCH4j06dP7/f5oCI1FJLx6UNFany4c1YSIAEHBKhIdQCJTRKWAJKlQCkS6g2WcWK4CX/00UflySefjPiDpzEHX0mABKJPYP78+bZJKZDdHhnOvSywuK9WrZrrTNGFCxeWzZs3S+bMmb18+ly7BQF8pmG1ZRYkxClUqJC5KOz3S5culcaNG1uOc+ONN8q+ffss61hIAtEkYGfNiHmnT58uUJ5REpcAQnK9+OKLygWeOHFCEJYmFIHF8OHDh31dqUj1oUj4N1SkJvwlcrfAPXv2yKeffiqHNFcCxNqCybjdLliw0a9Il06GDRsmBQoUCNaU9SQQcQJUpEYcKQeMAQHESezevbucPHky7NnwoIkYW7RCDRslByCBuBNA9mZkcVYJ7rW0hFWqak+Uw6IU339uBJtFq1evFi1RiptubOsRArFSpK5du1b5GYKC3uzy7BF0XGYSEMD3oZ2l/UMPPSRTpkxJgjNN3lOAt4iWsE55ghs2bJDy5csr6+0q0O+rr77yNaEi1Yci4d9QkZrwl8jZAj/77DMZNXKk7Nixw1kHF63ma0lReHPrAhibRowAFakRQ8mBYkDgxx9/lAceeEBwQxUJqVGjhixbtoxWqJGAyTFIIMIEoJSBYtQssChFTDqVIERTlixZlHGSr7rqKjl37lzE4uWp1hGtcmzcw/oq0I072HwDBgyQCRMmBGvGeo8SiJUiFYnckNBNJfjbsvv7VPVjOQmEQ2D27Nl6bHvVGFDGIHlhpATWkdOmTfMbrlWrVraxWv0a8yANAbj1w71fJfPmzZOWLVuqqm3Lv//+ez/DCySsRGgcSuIToCI18a9R0BVil2SsFmA9HMtTu0moSLWjw7poEqAiNZp0OXakCODhbNSoUfLss88qFSRu5ipYsKDMmDFDqlat6qYb25IACcSQwJdffil33XWX34ywJg3mwQMrc2y6qOTnn3/27AMvMhe3b99edWqW5Xhg3LJlix4nzrIBCz1PIFaKVITRgRJCJbinzJs3r6qa5SQQFQLwFi1atKhybCSaOnbsmOTIkUPZxk3Frl279A0tcx/E169fv765iO9dEMDmoJ1yc/To0XouBBdDsmkSEKAi1eMXEZaorbVdpmgpUYGHilSPf0g8vHwqUj188VJk6efPn9eVHsiUGq7AUgYKWVhnXclkguHiZH8SiCqBUBWpsDRfuXKlcm1r1qyRypUrK+sTrQJhpBA7Dt+FkydPFjdJ9erVq6cn0ItUxupEY8P1/EMgVopUxOeFVffff/9tiR4W5LfddptlHQtJIJoE8uTJI4cOHVJO8d5770ndunWV9W4qrBSpL7/8svTo0cPNMGxrInDx4kXJmDGjXLhwwVT639u2bdsKNhIpqUWAilSPX+9GDRtGPQslEqZUrFTJ46S4fC8SoCLVi1ctddaMzNR33323wIIsHEmnxaJG+BTchNFaJhyS7EsCsSMQqiIVCeigcFTJzJkzXVt1qsaKRTmUoe+//77rqWC5u2nTJsmZM6frvuzgLQKxUqSCCj5Pqo3NVatW6YnQvEWPq00GAk2bNpW33npLeSqPP/64PP3008p6NxVWitThw4cLrCYpoROwSxoG75R169aFPjh7epIAFamevGz/LBpKpjsrVEhjjVqkSBHp2rWrIANqrty5w4q1hQd8uJlSSCAeBKhIjQd1zumEwJIlS/R4SKrdaSdjYHcbN8+DBw8WfNdSSIAEvEMgVEXq+vXr9Q0Y1Zk+8cQTumW6qj6RyqH0DSXbNCzukRgVG1GU5CcQS0Vq8eLFZefOnZZQkQiyRYsWlnUsJIFoEkAM6EcffVQ5xb333qsn3FM2cFFhpUgdMmSIjBkzxsUobBpIADFSESvVSq699lpBaBFKahGgItXD1/uTTz6Rtm3a+J0BEh3Mmz9fMmTI4FfOAxLwIgEqUr141ZJ/zV26dJGpU6eGfKJwPezTp488o8W2pgI1ZIzsSAJxJRCqIhWLRiw8JASxktatW8ucOXOsqhKqDPFgobSCS79bGTdunAwcONBtN7b3KAEkWdu3b5/f6hFvMBohbKCcx2aFldC92YoKy2JBINgGGjbWT548GZG/CYRbgWLPLFSkmmmE9v7hhx8W5KVRCX7Ts2fPrqpWluN6HTlyxFeP70W7mLq+hnwTdwJUpMb9EoS+gAULFsgjWiw9syzR3AbuvPNOcxHfk4BnCVCR6tlLl5QLR3yrEiVKyKlTp0I6P8QBfOihh+Sll17S47iFNAg7kQAJJASBcBSp5cqVk6+//tryPLziIvjOO+9Io0aNLM/BrpBxUe3osC5cAg0aNJBly5ZZDsOEMJZYWBgDAthwgpINyUlVsmHDBilfvryq2lU5FLPYwDCEilSDROivUKJCmaqSjRs3Cn7b3Qo2FuGZZkjmzJnl9OnTxiFfE5gAFakJfHGCLW369OkyfNgwX7MrrrhC9mo7vrRw8iHhG48TQGZjZDiGIH5k6dKllWeEzz2+0CgkEGkC2GWuXbu2wD0xVMHnGFlTb7nlllCHYD8SIIEEIhCOIhXuxW+++abl2eTWQjLZJSWx7BSHwlAUqbCS2r59O+OixuF6pcqUnTp1khkzZlieLpQgEydOtKxjIQlEmwCSCH7++efKaV544QXp27evst5NBeLu4xnKkF69evkp64xyvjonALd+uPerZN68eXrIL1W9qjxQkYp2oVq3quZguTsCSJoZ6EVhNUJDLVcR2o0cOVJGjBhh1SQpyi7TstpfSoozMZ3EMu2hvHv37r4SXZG6d6+k00zCKSSQDASwu4dwFU7EKw+fTs6FbRKHACxY8A/ZgEORyy+/XIYOHSqIe8hNrlAIsg8JJCaBP//8M01MtOuvv15wLxZMHnvsMRk7dqyyGaxRYJWSyBKKIhXW+Higp5BAtAggZMT48eMth/dK2AzLxbPQ8wRgdQilmUqwwYY4vpTEJLB7925BSBKVhGrxbqVI3bp1Kw0vVKBjUL569WpXiQkHDRpke08XgyVHdYqkVKTCLaxB/fp+4JCRsgSt8vyY8MC7BKhI9e61S4aVQ3maJUsWP/coN+eFWKj4Tq5UqZKbbmxLAiSQ5ASmTJmiJwVVnebmzZvl1ltvVVUnRHn//v0FFlROpVq1arJy5UrB5hIltQgcPnw4TcbyNlqOB/y+RlqwQYGNCiupWbOmrFixwqqKZSQQdQLwSoIFm0ry5s0rCGlGSUwCSC6bKVMmUSWZbdeuncyaNcv14q0UqfCAc2pI5HpCdghKgIpUf0RJqUi9qP1BlylTRo4fP+472x49e8owk7u/r4JvSMCDBMyu/XCZwOddJbACstspVPVjOQlYEUD2zerVqwsUGqEIboA+/vjjqDwohrIe9iEBEkgcAthguf/++5ULevvtt0OKP6ocMMIVWD/CnageKAOny5kzp2zZskVuuOGGwCoepwABKAUC8zfs1TzojNBNkUQwbdo0PRa51Zi33367fPXVV1ZVLCOBqBPAfSW85+ycZPHcU7BgwaivhROERgDPmbBMtZJQ45tbxV6lItWKcOzK/vjjD/npp5+CTli3bl3Bbxld+4OiSswGTwwfLrhpMASuox9oMTxKlixpFPGVBDxLgMmmPHvpPL1wKAcQj3fbtm2uzwMJpRDU/+mnn3bdlx1IgARSgwBiahUuXFh5shMmTJABAclElY1jXAGFKOLvOU26h+9EWGIhyRQlNQnEUpG6dOlSady4sSXoG2+80VHcO8vOLCSBCBAoXry47Ny5UzlSqHE2lQOyIqIEECMVsVKt5LrrrpMjR45YVdmWWX1nUZFqiyxhKplsKmEuRWgLOXnypFSrWlXgNmMIgvkP1xSsTZs1E9zAUkjAqwSoSPXqlfP2utu2bStz5sxxfRJXX321fPTRR7qSwXVndiABEvAUgYMHD+pJEM2L7ql5BWXNmtVcZPkeYUMyZMigtOjEOJMnT7bsG8/CAwcOCKxufv75Z8fLYIIfx6iStmEsFalI5oOkPlbCbNhWVFgWSwIdO3aUmTNnKqfs3bu3wEIxEvLLL7/4Wb9mz55dMmbMGImhU3YM/J7ZXR/oZbJly+aKD0I1litXzq8PFal+OBL2gIrUhL00zhf2hXbTgLgc586d8+tUpmxZ3ZWmYIECUkBzE8jm4ObebwDtAImrYN1KhWwgGR7HggAVqbGgzDnMBKZOnSpdunQxFzl6D0sX3PjkypXLUXs2IgES8DaBL7/8Ulcqms9i//79UkC753Iidi6CtWrVUlq9OBk7Gm3wgAgF1Xfffed4+BIlSsi3334r2GSipC6BWCpSf/jhB7n55puVsM+ePSvp06dX1rOCBKJJINg9JkKYbdq0KSJLwGadWTfw/PPPS79+/SIydqoOYuWGb2aB3B6BSlFzvdV7JK7cvn27X1XRokWp9PYjkpgHVKQm5nVxvSrc0Ddt0sR1Pycd5i9YQAsrJ6DYJuIEqEiNOFIOqBFAsom+ffsKbl4MQRKKbt26Sfny5QXWYm4Erj7IYI3QKhQSIIHUIBCuIhXfObBgt5JixYrJjh07rKpiWvb333/L4sWL9e+3Tz75RA4dOuR4fsQth9IVylRKahOIpSIVcSjtNjRxX4mkPhQSiAcBhIyyC7+H780zZ85EZPMpUJH6yCOPyPjx4+Nx2kkzJ9z6cc+vkvnz58uDDz6oqmZ5khGgIjUJLuh+LTA1FABbt26NytlQkRoVrBzUAQEqUh1AYhPHBKAU6NWrl7z66qtp+iDpBWL+mZP3pWlkUYA4hohnSCEBEkgtAuEqUuG+/8orr1hCu+qqqwTJDvBQHU+xyibsdD2dO3cWWF9RSCCWilRshOLvB7/3VgIL6dtuu82qimUkEHUCSDSFEHx295rYgLJTtjpdZKAi9YEHHpAFmnEUJXQCu3btEmx0qmTQoEEyduxYVTXLk4wAFakev6BQNCHz6+nffovamVCRGjW0HDgIASpSgwBitSsCdpYqePAyW6gGG/jyyy+X1157TZkdOFh/1pMACXibQLiKVFgGDRw4UAkh3tmbEbcNmdYvXryoXKOqAkk3YFF7zTXXqJqwPIUI4LNUo0YNvzP+5ptvHIfB8Ovo4CBnzpxKRdWqVaukWrVqDkZhExKIDgEk3nv//feVgy9atEiaN2+urHdaEahIxbzLli1z2p3tLAggGS3izKp+FxEj3WkiRovhWeQxAlSkeuyCBS63f//+smjhwsDiiB5TkRpRnBzMBQEqUl3AYtOgBBB4/4YbbgjaLliDTJky6Vmo+TAWjBTrSSB5CYSrSH3rrbekadOmSkBwpa+qJRONl3Tv3l3fLAplfpybKnN6KOOxDwm4IWCXGX2h9szUokULN8OxLQlElMCYMWNk6NChyjFHjhwpI0aMUNY7rcBGFmJbG0JFqkEivFe7+ObIKYM4zIwLHh5jr/SmItUrV8pinXALKK25p1jF8ytcuLDccsstkl37EsVD/2UW/Z0UIeZfJ809C9YFFBKINQEqUmNNPLnni4Qi9UotAd+WLVsY9y+5Pyo8OxIISiBcRSpcjJFYRCVTpkyJq8U7rFHhku1WYEkFiyoKCcSLQMWKFWXdunWW07/88svSo0cPyzoWkkAsCHz66ae2m2RQ9EPhH66UKlXKLzkgFanhEv2nP2KkIlaqSpDwLpTY4MjdsGbNGt+w2Eh97rnnfMd8k3gEqEhNvGvieEXIDNeoYUO/9shEOXPWLD2zql8FD0jAgwSoSPXgRUvgJUdCkcpA8gl8gbk0EoghAbgmB1qUfv75546t3k+fPi1wA1TJkCFDBJZL8RLE6ENiFDcCl+rvv/9ecufO7aYb25JARAk0aNBA6cI8evRoGT58eETn42Ak4IYA4l9nyZJFGccX372Ikxqu1K5dW0+uaoxDRapBIrzXhx9+WCZNmqQc5L333pO6desq61UVgd9bFSpUEGzYUhKXABWpiXttgq4MmVT7an/MZpms7bQ2atTIXMT3JOBZAlSkevbSxXzhCOD/xhtvCALBmwUPTYhnCvn999+lSpUq5mrBzvG5c+f8ylQHsGKBNQuFBEiABCJBANnFEbvZSuKZGATfiTly5NBdFK3WpiqbPXu2tGnTRlXNchKICYFOnTrJjBkzLOeCEmTixImWdSwkgVgRwPfriRMnLKdDzH7cr8IDKhzZvn273+8L5oxEEqtw1pQMfV988UWB9ahK8P2C7xm3EqhIzZs3r+A5mJK4BKhITdxrE3RluEkYFhBj5QftS9POwiHooGxAAglEgIrUBLoYCbwUuJ8iQzQsoQLlzJkzemD4wHIcP/bYY46zayIe6scffyyIf0QhARIggUgQsHNBLlu2rCBJTzwkmOui1ZoefPBBgcU+hQQCCUCh06dPH79iKN2vv/56v7JIHQwePFjGjRtnOVzLli1l3rx5lnUsJIFYEcD3pZ37PkK/3KaF76MkHoGPPvpIatasqVxYr1695KWXXlLWqyoCFamIs+rU0EM1JsujS4CK1Ojyjero+EPu2KGDbw5kkdu1e7fvmG9IwOsEqEj1+hWM7vqhJB02bJhgd/jvv/+2nAzZM602lw4fPiz58+cXZOAMJnny5JGdO3dK5syZgzVlPQmQAAk4JtCuXTuBQslKsmXL5pcoxKpNNMp+++03PS7+n3/+6Xh4xNHHRhbj6TtGllINsdmJmLtm2bt3rxQqVMhcFLH3zz77rAwaNMhyvOrVqwuenygkEE8CzzzzjCB8i0rmzJkjrVu3VlWzPI4EkEyqWLFiSmtRhFT44IMPXK+wSZMm8vbbb/v6UZHqQ5Gwb6hITdhLE3xhcGG99557/Bpu/Oorx/G5/DrygAQSkAAVqQl4URJoSUiqt2/fPtsVqRSpgTcsqkFggQprGtw0UUiABEggkgSQnXnUqFHKIY8dOyaIOxpLwXqwLqeSPXt2wUN/KDHhnM7Bdt4mEGtFKjz24N5vJfG09LZaD8tSkwDiaNavX1958vCY+t///qesZ0V8Cdx///2yatUqy0XgeWHHjh2WdXaFsGQ1hw+jItWOVmLUUZGaGNchpFXAAuseLd4fdnUNefrpp6VDx47GIV9JwNMEqEj19OWL+uIR+xSxUe0ECV0CLUkRxP/WW28N2hfj8qHLji7rSCB1CeB7JFBZ8+6777pyV0Zc5/bt2yshbtiwQcqXL6+sj3TFr7/+KtigglWqE0mXLp2eHT2Wa3SyLrZJLAKxVqTi77BhQDJeg0iBAgVk//79xiFfSSAuBH788Udbi+xIJYY6cuSILFq0yO8cYel6zTXX+JXxwB2Bbt26yeuvv27ZCTFukVDsiiuusKxXFUJx/vjjj/uqqUj1oUjYN1SkJuylcbYwxFcZ0L+/rzGyAK765BNBgGIKCXidABWpXr+C0V1/MEUqbmagEMDNiFluv/122bRpk7nI8j2sUTdv3iylSpWyrGchCZBA6hJANt277rrLDwAUNFDUOJUvvvhCKlWqpGyOmKOIpRdt6devn24J89dffynDpFitAdnPkdCPQgJ2BGKtSF23bp0g/rCVZMqUSU/kY1XHMhKIFQEYASB8Czb7reTGG28M6nFl1S+w7CvNUzVwo2vNmjVSuXLlwKY8dkFg7Nixep4FVRd4y+EaupGtW7fquRiMPlDEhpK0yujP1+gToCI1+oyjOsNFLb5f8+bNBVYLhpQuXVqef+EFuqIaQPjqWQJUpHr20sVk4XaKVFijjB8/XooWLeq3lpkzZ+pWZMEsWdGpVatWMnfuXL/+PCABEiABEIiEIvWXX36xDccELyOzhUqkycOipnfv3o5iRQfODWt9MAg3s3TguDxOPgKxVqQipnnx4sWVIGEtliFDBmU9K0ggFgSwEYfvUCvBRj5CU8FAKhyxUqQi2RqSrlFCJ7B48WJd/6IaAclp77vvPlU1y5OEABWpSXAhjx8/Ls2bNdPj+Bmng12M1m3aSEfNzR8JVXjDYJDhq5cIUJHqpasV+bUi2QmCupsFO/iGIGkEFKJod/HiRd0SrL9moY9MwAULFjSa+b3i+xCfq2ACK1a0u/baa4M1ZT0JkEAKEoiEIhXfXwg9AsWOlXTu3FmmTp1qVRV22aFDhwQPASdPnnQ9Fr4f8YB+yy23uO7LDqlHINaKVISosPvt/umnn/Rno9S7EjzjRCLQpUsX2+/39evXp0nS5nb9VopUGBk88sgjbodiexOBb775Rg/9ZSrye/vaa69J165d/cp4kHwEqEj1+DVFMGooUn/Tdq3Wrl2rPJscOXJIvnz59KQF2OVyKlDIIvFAQZfm6U7HZzsSsCNARaodneStg6sTLLFe0Czrz58/73ei586dS+Oq79fA5gA3pXfffbdNi/+qom0J9t9MfEcCJOBFApFQpOK8oYxExnsrqVq1qnyihWuKhnTo0EFmzZoV0tBwa1RlRQ9pQHZKagLI5TBmzBi/c0TWcjtlp19jlwfIIYHQPghVYSVQgsB7j0IC8SQwceJEQVgVlUyZMkUeeughVbWjcitFKmJxQn9ACZ0AwoaZDTsCRxo8eLDgO46S3ASoSPX49S2nxfqDa1g0Zf6CBVJFS2pFIYFYE6AiNdbEE2M+WGidOXPGcjGwUE2fPr1lXbDCO++8U2AZE0xy5cqlW6PSZTUYKdaTQOoSiJQiFWFIkBzHSqKZGAebSthccislS5bUY0e7TaThdh62J4FwCOB3/OjRo5ZDrFy5UpB1m0IC8SSArO92n8O+ffvqBgXhrHHPnj1pQlxRkRoO0f/62n3HNNM8hd98883/GvNdUhKgItXjl5WKVI9fQC7flgAVqbZ4krbSzmo+VEUq3FhvuOEGPRRAMHBQatSvXz9YM9aTAAmkMIFIKVIRjgTW91aCONBw+w9MmGfV1m1ZqIrUWCXAcns+bE8CZgLGA665zHjPz7BBgq/xJHD48GE9FJVqDYixiVib4Qi8uDJmzOh370tFajhE/+trF+O2TJkyjpLa/jeayMGDB9OEC8DzyB133GFuxvcJRMD4nUHSTSTfTFa5TItDdSkZT46K1GS8qjwngwAVqQaJ1HqNhiK1devWggD7wSSUm59gY7KeBEgg+Qjs379fJk2a5Hdiw4YNk+zZs/uVBTvAGHaZeXfs2BGV5KGhKFJr1aoly5cvD3ZKrCeBuBNAVvLPP//cch0vvfSS9OrVy7KOhSQQSwJ2Vo25c+cWGAGEKyVKlBDEDTYECh+73xyjHV/tCdg9V2TNmlVPFmY/gn+t+ZnXqMF3WMWKFY1DviYYASpSE+yCuF1OvXr1ZJsitpbbsVTtF2mm6eXKlVNVs5wEokbA/KPyxRdfOI5vGbUFceCYEFApUnPmzCnYwXfrUopkVLipCYy3GngymPeHH36wzfYb2IfHJEACJBAOgQ8++EDq1q2rHAL1tWvXVtaHWuFWkYqQK999950ykV+o62A/EogGgcaNG8vSpUsthx45cqSMGDHCso6FJBBLAtWqVZPVq1crpzxy5Ihcd911ynpWxI/AE088IU8++aRyAW6vnfmZ1xiUilSDRGK+UpGamNeFqyIBEtAImH9UqEhNnY9EoCI1Xbp0MnDgQMHDDxJIuBW4MT3++ONBuyF5CpKoUEiABEggVgS2b98uuBlXSbSs52bPni3t2rVTTZumfPLkydKzZ8805SwggWAENm7cmCbXAjYtb4xiIlsk6Zk2bZrl0mAcgjVRSCDeBGAZGujZYF4Tkg0i6SAl8QggWSOSNqoEMciRm8GpmJ95jT5UpBokEvOVitTEvC5cFQmQgEbA/KNCRWrqfCQCH3AQ2zRv3rwhA8Bu/rFjx2z7Q1n7+++/RyUWoe3ErCQBEkhpAohhlylTJkGmcSsZMGCATJgwwaoq5LINGzYIXJ9hre9EKlWqJJ999pkgZiuFBNwSQJLHQIXC3r17pVChQm6HctweWclVG6PYkA3moeJ4IjYkgTAIvP7669KtWzflCC+++KL06dNHWc+K+BGAkhO/oyqZO3eutGrVSlWdptz8zGtUUpFqkEjMVypSE/O6cFUkQAIaAfOPChWp/EiEQmDZsmXSoEGDoF3R5p133gnajg1IgARIAASg+Lxw4YIfDChoAi3q/RooDgoUKCAHDhywrG3YsKHSRdmyQ5BC/K7CIg9hUpzIlVdeqbv0FytWzElztiGBNATioUh99tlnBV4mKrl48aLrMEGqsVhOAqESWLdunW0MzK5du8prr70W6vB6P/xWrVmzxm+MkiVLMmSAHxH3B7/88ouexFbV020CIvMzrzEmFakGicR8pSI1Ma8LV0UCJKARMP+oUJHKj0QoBG655Rb53kEc6R9//JGx/0IBzD4kkKIEvvzyS0HWXrMgARWUom7l3nvv1S0+rfqVKlVKtmzZYlXluuzMmTO6i/WmTZsc9x0zZowMGTLEcXs2JIFAAvFQpM6YMUM6deoUuBTf8fHjx+Waa67xHfMNCcSDwKlTp/TPoSonNmJZ4/knHIH1dfr06f2GmDJliiD8BSV0ArhmiB3+xx9/WA7Svn17mTlzpmWdVaH5mdeopyLVIJGYr1SkJuZ1CXlVFzXrCLhfvfvuu/qN97WaS+ubWrIoldSvX1//Aq+mxV+pqgW8LliwoKopy0kg5gS++eYbKVu2rD5v/vz5JUOGDMo1IBERdnYpJGAQCJbExWgXSUWFMSZfSYAEkptAJBWpUPhA8WMleFA7ffq0VZXrstKlS8vmzZsd9ytSpIjs2LGDlnuOibGhFYF4KFKDeaPs27cvqjFarTiwjASsCODZ+6effrKqkmzZssmJEydC8nQwBrRSpCLZGvIOUMIjgOcHJGG0EoTEWbt2rVWVZdlff/0lSFBlFjzbhpIbwjwG37sngPs7KMKDCYxwECIJoWSQjyNZ5TJt1+BSsp4czgt/fOPHj5fZb7yhf+Ea54ov4G1aQHeVFNQsJ+DeYkjRokVl7LhxaWIZGfV8JYFYEkCszDvuuMPRlLlz55ZDhw45astGqUGgQoUKgliAwSRaWbGDzct6EiAB7xKIpCL1qaeekuHDh1vCQKgA3OOFEjLg5MmTAoURBBuTnTt3tpzDqhBxo3fv3s0Ndis4LHNFIB6K1GAu0/h7wMYChQTiTaBu3bqC+1CVhOrpYIxnpUiFNSqsUinhEWjUqJEyLFiePHnk4MGD4U3A3nEhsHr1aqmmGRg6lWRPVpzUitTTv/0mPXr0EFz0QHGrSEX/K664Qh7T3LgwZig37oFr4DEJhErAnM24S5cuti6TSNbRv3//UKdivwQhsHjxYkF2aEPwffTxxx8bh45foXjImDFj0GQqSEQVuAPseBI2JAESSFkCkVSkzp8/3zYpxa+//io5cuRwzbpZs2ayZMkS1/3QAZmke/fuHVJfdiIBM4F4KFJ37twpxYsXNy/D7/2nn34q99xzj18ZD0ggHgQGDx4s4zQjJpW8//77UqdOHVV10HIrRWqbNm1k9uzZQfuygT2BRx55RJ577jnLRtChIIktnkUo3iIAS9M5c+YEXTSSwR09elSGDRsmTz75ZND2Xm2Q1IrUB1q0EMTQsJJQFKnGONhlmfzyy8YhX0kg5gTM8WIYIzXm+OMyYffu3dME1g/FoQDKAygRggnj/wUjxHoSIAErApFUpFopmsxzbt26VRDv2Y24tagwj12+fHnBmriZbqbC96ESOHbsmEAZZJamTZvq8QXNZZF8j3jAcLs1LLIDx0ZySSeJKAP78ZgEIk0ACs127dophx07dqxt4jRlx38rcA+NGKlwQTaEilSDRHivL2t6kl69eikHCeW3WzkYKxKOAGOkJtwlcbeg9VpMSJWyADE17rvvPpk6bZpy0ObNm8uX69fr2WetGs3TrCS4Y2tFhmWxIEBFaiwoJ9YckVKkIgkMFB12gu/I3zSL/quvvtquGetIgARIIA2BSCpSYdGQK1euNHMYBR999JFUr17dOAz6ipBNyMoMqzy3Apd+JLfCAwKFBLxMwM5letasWbbKKy+fN9fuLQLmfBBWK2/btq28oYXuC0cKFy7st6lARWo4NP/r++GHH0qtWrX+Kwh4t3TpUmnYsGFAqfUh7gNatWrlVzlx4kS5+eab/cp4kDgEqEhNnGsR0kqaNG6sWw2YOyMxAVzzH3zwQdvkPEYfuLUiIdVzEybIuXPnjGL9FTfiH2o38LRK8MPCgxgRoCI1RqATaJpIKFLPnj0rWbJk0eMK2p0abljmzp1r14R1JEACJGBJIJKKVEwABSZCkliJW6XPK6+8Ij179rQaKmgZYrWOHj06aDs2IIFEJ9C6dWuZN2+e5TLhktmnTx/LOhaSQCwJ4Nkbz+6q7/8yZcrIpk2bwlpSlSpV/BIfUZEaFk5f5127dkmxYsV8x4FvJmi6lQEDBgQWWx6bn3mNBvTGNEgk5isVqYl5XRytCsGn79asrsyCGFortN2RvHnzmosdvd+7d68gDuX2gORUr2vBqLGrSyGBWBMw/6jwxyTW9OMzXyQUqYix6iS2Hz5foXxXxocMZyUBEkgkAsePH5c1a9b4LalmzZqONrD9Ov17gM0fxFOzEmSDRVZYp4J7ualTpzpt7mt300036daocAOlkIDXCWAzAZsKVoLNAlWCN6v2LCOBaBIoUaKE7Nixw3IK5ApA4tSyZcta1jspROJBxEo1BN/xCP9HCY/AhQsX9N98lRIc30HmvA92s5mfeY12fPY1SCTmKxWpiXldHK0KN/AtNatTs7zy6qthxfxBhtYamvuY+cu2mxaz8IknnjBPw/ckEBMC5h8V/pjEBHncJ4mEIhVuMD8EbAgFnljBggUFwcQpJEACJJAIBCpVqiT4nbOShx9+WODi51RCUaTC82jlypV6SCin87AdCTghgHilgb/JiF8a7bA6jz/+uGATwkqQJGb8+PFWVSwjgZgTCJYYEMmoBg4cGPN1ccLgBALDJph7YHN1xYoV5iLle/Mzr9GIz74GicR8pSI1Ma+Lo1XN1uKlmC0UYM2wXbGb5WjAfxuNefppv92TGjVqyIyZM90MwbYkEBEC5h8V/phEBGnCDxKuIhVWYtdee60ES1DFjL0J/1HgAkkgpQjYPUgjnv2iRYsc8+jcubNMnz7dcXs0REz9jz/+2FUfNiYBJwSskqnBC65QoUJOuofcBkl6zM9J5oHwNxKK1bZ5DL4ngUgRGDlypIwaNUo5HDbHXn/9dWU9K+JHAPHLVb+d8PJwGqvc/MxrnA2ffQ0SiflKRWpiXhdHq3r6qacE2eIMue222+SD5cuNw5BfsXPSuVMnX398CXz62We+Y74hgVgRMP+o8MckVtTjO0+4ilS46j2lfTfaCTadkGSKQgIkQAKJQgBWp5MmTbJcTsWKFeXzzz+3rLMqvPfee+Uzl/dtS5YskSZNmlgNxzISCItAvBSpr2pA1Jn0AAA8wUlEQVReej169LBcOzYukB+CQgKJQGDx4sWCDTOVIMap2+901VgsjywBq+cWY4Yrr7xSkLcB4RmCifmZ12jLZ1+DRGK+UpGamNfF0apg5j/xhRd8bStqbmFuLBZ8HQPefKMFtK5Xr56vFK43e/ft8x3zDQnEioD5R4U/JrGiHt959mnfNV9//bVvEZdffrmrh/v8+fMLPjd2ggQUc+bMsWvCOhIgARKwJXDq1Cn56quv/NpA4RlqfFG4IMMV2UrgOrhnzx6rqjRlFy9elOLFiwss/pxK6dKlZePGjXrCK6d92I4EnBKIlyJ1wYIF0rJlS8tlworsIy2ZLoUEEoHA9u3bBUoZlVx//fXyyy+/qKodlSNe8K+//upri9+rqlWr+o75JjQC0McMHjxY2dmp9b35mdcYjM++BonEfKUiNTGvi6NVIRPcc9o/QwreeKOsW7fOOAz5deHChTKgf39f/0iFDPANyDck4JCA+UeFPyYOoaVwM8Q8deIquG3bNtsb1hRGyFMnARJwSODLL7+UuwISfiIJaIECBRyO4N9sphZCqWPHjv6F/x5lyJBB/vjjD8u6wMI3tLBP7du3DyxWHsNSBveOd9xxh7INK0ggHALxUqQu17z06tSpY7n08uXL6wl8LCtZSAIxJoANMHzP41Ul2LzLmjWrqjpoOTbYzG7mDBcQFJmjBvDmgIW7ShB7/P7771dV+8rPnTuXJoElfpezZ8/ua8M3iUWAitTEuh6uVgOLqsGDBvn1eefdd6VcuXJ+ZW4PMKbZWguWEGtduJS5nY/tSUBFgIpUFRmWWxFwkmAld+7ccujQIavuLCMBEiABxwQirUiFdRwSU6gE8Z+vueaaNNUHDhzweSP9/fffAuuYY8eOpWmnKujdu7cypICqD8tJwA2BeClS169fL3fffbflUosVK6bMkm7ZgYUkEGUC2ITD97lK4DUQzjN+oCK1du3a8sEHH6imY7lDAt9++62UKVNG2RohRrp166asZ4V3CVCR6t1rp7ttVdbc+c2CL9hFWsyfUDNh7tCSVTVu1Eiw62XIfdouCiwcKCQQawJUpMaauLfny5Ejh5w4ccL2JPpr1vbPPfecbRtWkgAJkEAwApFWpG7dulVuvfVW5bTff/+93HzzzX71Fy5ckMqVKwsUVaFI3rx5BRb64Vg5hTIv+6QWgXgpUvHZLlmypCXsXLlyyeHDhy3rWEgC8SBglxwN64GRE0JThSqBilQo/zZp4fwo4RE4ffq07W/oIM1ADdeWknwEqEj1+DWtpsU2gfLTLIh3MumllywtF8ztAt/v19xiGzVuLEcCbizGPftsWF/cgfPwmAScEqAi1Smp5GmHGFDfffed74QQIxXZpIMJduqDuaZedtllcvDgQUGsKQoJkAAJhEMg0opUWJFed911yiUhK3Dgd+HAgQNl/Pjxyj7BKpDgpGnTpsGasZ4EwiIQL0Xqzz//LPny5bNcOwxO4EpLIYFEIRBsM+2JJ56QUaNGhbzcEiVK+OkMSpUqJVu2bAl5PHb8jwC83Y4cOfJfgekdfmPxW0tJPgJUpHr8mi5dulR69eyZ5iyyZcsmyABbr3595U2E0QmKi9mzZ8sc7Z85CDXqM2fOLOu1OGCw9KKQQKwJUJEaa+Lxn88q++WlS5eCLqxGjRqCOER2UqRIEdm9e7ddE9aRAAmQgCMCkVak4nsOMfLOnz9vOT88g9q2beurg6v/tddeK06+H32dTG+QVHTZsmWmEr4lgegQgMISSk2zwI0ZGa2jKWfOnNGfY1RzIO4w/uYoJJAIBJDdHc/dCNFiJQ8++KDMnz/fqspRGcJcINyFIVSkGiTCfw1kax4RuWZg9JYnTx5zseV7hAGYNWuWrw5eI1TC+nAk3BsqUhPukrhfEAIcr7dJMoUdqAp33im5NEsHKERx03Dk6FH9pmafltUVSXz++usvy4lHajtfiDtIIYF4EKAiNR7U4ztnqIpUfK8Fsy6Baw1cbCgkQAIkEC6BSCtSsZ4btaShSFhlJYHfX3v27JGiRYtaNQ1alilTJkGogIIFCwZtywYk4GUCV111lSAEhpXAkIQeKlZkWBYvAkiYisSpVlK2bFn5+uuvraoclbVo0ULe1ML/GUJFqkEi/Nc2bdrI3LlzlQPBKj+Y1xw6Dx06VMaMGeMbJ2PGjIINIUpiEqAiNTGvi6tVwYq0ieaSH2lLq+rVq8u06dMFGV0pJBAPAlSkxoN6fOcMRZEKqxLs4ttZZiFEwMmTJwU7wxQSIAESCJdANBSpd911l2BcK+nXr588//zzviq7+I++RhZvcE83adIk6dGjh0Uti0gguQggXIYq+dr27dsFcSMpJJAoBJBwEIkHrQT3ub/9f/bOA1qKYuvCByQHSQ9ESXoBA4ggqEhWkkqUoIKIBEkSRHkiQYliQIJkySBRQSUIIkpQQFBUJEh4RIGlgKAgOVx5f+3534zdc6tnenLP3H3W0umuqq6u/nro27Pr1DlnzwrCVAVjQ4YMkZkzZ3oOxXd/+fLlnn1uBE9gwIABMnjwYMsOsIK4YcOGlvXuCm8hFeV4fuXJk8fdhJ8OIkAh1UE3I5ShYFa1s3op3rx5cyjdeI5FJr/3lHt5pJfdeE7IDRLQEKCQqoGS4EXBCKmYBcZssC9jUH1fdFhHAiQQKIHk5GTX5IzxOKz6waRNsIZYap988on2cHgTffjhh566YIVU/Njr16+fpx9ukEAiE4DXNry3dYZJi/Lly+uqWEYCMSHQrVs3GafynFgZfhdhuTfNWQQQeqdVq1aWg3rvvfcEv2/8mU5I5YSPP2qxq6eQGjv2ETnzypUr5c033gjaOxVhAPCPuLqN5C4RuQB2SgIGAhRSDTBSyWYwQipi/fmbVUfMoWeffTaVUORlkgAJxCOBrl27yvjx47VDr1Kliqxbt85Td+jQIUlKSvLs29lAnGgk88uUKZOd5mxDAmEhcPz4cfnggw9MfbVt29ZnpmtT4xB2ypUrZ5mZHL+ZEF+dRgJOIQARFWKqla1Zs0aQVJrmLAIIk1i5cmXLQcFjdeDAgZb17gpMcsJz2Gi7d+8W6DM05xGgkOq8exLyiBDvFMGo35swQY4cOWIZtNp4okKFCslLPXrIE088EZI3hbFPbpNAqAQopIZKMP6OD0ZI9bV0DwSwlBVB/OlhH3/fB46YBFITgTfURPhrr72mvWR41u3bt89Th1AlSHCBH1l2DRNOderUsduc7UggLAQQH/BBlavBaAdVjgbEg4y01VCOIRCfdAYPb3h600jAKQSwrB/L+60MyYg6duxoVc3yGBHAZJGvZFIdOnSQSZMm+R0dJlIxoWo0CqlGGs7appDqrPsR9tEgwDrE1MMqcPUvKoEBPvHyfYtaFlBUeTLAmyFJeSjkzJkz7OdmhyQQKgEKqaESjL/jAxVS8TzLlSuXzwstWbKkywvLZyNWkgAJkECMCcyYMUPgqacz76QT27Ztc4lT/pLsuftCfDbEaaORQLQJxFJIbdy4sSxatEh7yZMnT2ZCXS0ZFsaKABJN+ZpgeOmll2TkyJGxGh7Pa0EAORoyZsxomdiuQYMGsmTJEouj/yleunRpiliqFFL/4eO0LQqpTrsjHA8JkICHAIVUD4pUswGPK2OyFQTV9xX/FHGHOnfu7JPPdJU0r02bNj7bsJIESIAEAiGAv0/Tpk0zHYKEUDly5DCVBbLz+eefC2LUWxkmjtA/Eo7cd999Jg9Vq2NQjqX8+DF26623+mrGOhKICIFYCqmYmMAEhc6GDRsmL7/8sq6KZSQQEwLXr193JU/FKiqd1a1bV5YtW6ar8lu2detW6d27t6kdwl7ddNNNpjLuBEcACRzhMayz+++/31YeGwjpxqSS6Ktv3768RzqoDiijkOqAm8AhkAAJ6AlQSNVzYek/BKpXry5r1679p8BrC0IsXkgxU0wjARIggXARwIRPhQoVTN0dVit/ChcubCoLZAdepmXKlLE8xO2ZgjBMH330kWU77wommPImwv1oEoilkAoPvlGjRmkvFzkhvOMRahuykASiSOCee+6RHTt2aM9YvHhx2bt3r7bOX+Hq1aulZs2apmabNm1KEXbD1IA7tgmMHj1aMJmqs4IFC8rRo0d1VSyLYwIUUuP45nHoJJDoBCikJvodDv363N5ZVj0h/jPCm9BIgARIIJwEIiGknjx5UvLly2c5zEqVKrm8Ua1+ZOsOxDMQP7yZYEpHh2XRIBBLIXXQoEGWSV4Qi3Ds2LHRQMBzkIBtAk2bNpWPP/5Y2z5dunRy8eLFoGL+64RUTMg1adJEey4WBkZgwYIF8tRTT2kPQo6GK1euCJw7aIlDgEJq4txLXgkJJBwBCqkJd0vDekHHjh2TW265xWefLVq0kDlz5vhsw0oSIAESCJRAJIRUf3HWAh0j2iMuG+Kz0UggVgRiKaTCGxVeqTpD2KDZs2frqlhGAjEjgKXcb731luX53SsTLBtYVOiEVITHQm4CWugE1q9fL1WrVrXs6Pfffxckx6UlDgEKqYlzL3klJJBwBCikJtwt9XtBWKZvFD4x+26V6fLtt9+WPn36+OwTGVBr1arlsw0rSYAESCBQApEQUjEGhAYI1xJAeBoFEgIgUAZsTwJ2CPz000+C2I5Gg7gKb+lIm68EbvXr1xckd6GRgJMIzJw502dc/2Anx/B+jXBYRpswYYIgtictdALI8XD77bdbdrR9+3YpVaqUZb27AhM/Fy5ccO/Kk08+mSIkg6eSGzElQCE1pvh5chIgAV8EKKT6opOYdZgZ9xZO4aWlswcffFDwY8zKbrjhBkFGa4ixNBIgARIIJ4FICan+nmt2ryFXrlyyZ88en6EC7PbFdiQQrwQWLVokjRs31g6/SpUqsm7dOm0dC0kgVgQQt7RixYqWpw82SRo8WUuUKGHql0KqCUdIO+fPn5fs2bNb9rFy5UqpXbu2Zb27Infu3HL69Gn3ritBmC8PZU9DbkSdAIXUqCPnCUmABOwSoJBql1TitAtESM2aNasrVpTV1RctWlT2799vVc1yEiABEgiaQKSE1EaNGsnixYuDHpf7QHg1tWrVyr3LTxJIlQTWrFkjNWrU0F47kvogwRuNBJxE4I8//pB//etflkNq3769TJ482bLeqkIn9FFItaIVXDmEVHDWmd2/yd5CKkOQ6Gg6o4xCqjPuA0dBAiSgIUAhVQMlwYvsCqkQSJG91Jd17NhRJk6c6KsJ60iABEggKAIQYJo1a2Y6FqLNzTffbCoLdKdz586CuHWhGMKZwPuFiS1CochjE4HAli1bpFy5ctpLKVKkiPzyyy/aOhaSQCwJQEiFoKozxOH8+uuvdVV+y/BejKRHbnv22WdTLPd31/EzcAJY2o8l/jpDOLJevXrpqkxl3kIq/p4jTBnNeQQopDrvnnBEJEAC/yNAITX1fRXsCqn+gvGDHDzGypcvn/og8opJgATilsCQIUOkX79+QY8fnvqIxZaUlBR0HzyQBBKFwIEDB6RYsWLay8mRI4ecOXNGW8dCEoglASztxxJ/neXPn1+QbJXmPAIQuZF0Smfdu3cXJL/zZ3ny5JE///zT0wwe9atWrfLsc8M5BCikOudecCQkQAJeBCikegFJBbt2hdTSpUu7xAIrJOnTp3fNutMjy4oQy0mABJxIYNq0adKuXbughzZ8+HD597//HfTxPJAEwk0AHlreiSGxpDhfvnzhPlWK/k6dOmWZKTtt2rRy7do1wSeNBJxEoE2bNoKl4Fb2119/yY033mhVzfIYEXjqqadkwYIF2rOj7oMPPtDWGQvvuOMO2bt3r6eIQqoHheM2KKQ67pZwQCRAAm4CFFLdJFLPpx0hFcmnMmXKJFevXrUEU7JkSfn5558t61lBAiRAAk4k8Nlnn6XIcG53nPfdd5/LEx+J9mgk4BQCSAqJJGpGO3jwoNx2223GoohsQyjNkCGDZd9I6pIzZ07LelaQQCwIILkQVl5Z2ffffy943tOcReDFF1+U0aNHawdlNyQDhFOECXIbhVQ3Ced9Ukh13j3hiEiABP5HgEJq6vsqdO3aVcaPH++5cHiUXr9+3bOPDWSixh8vXwaPLHhm0UiABEggnghs3bpV7r333qCGjGPhrU8jAScRiKWQCg7ZsmWTCxcuaJEgRipipdJIwEkEPv74Y2natKnlkObMmSMtWrSwrGdFbAggDqq39717JIif+p///Me9a/n5xhtvyOrVqz31ZcuW5e8ZDw1nbVBIddb94GhIgAQMBCikGmBw00PAztLXnTt3SokSJTzHcIMESIAEwklg9+7d8sILL5i6nDt3bsjLlU+cOCGIgReoPfDAAwLBikYCTiMQayG1YMGC8uuvv2qxcPJBi4WFMSawY8cOueeeeyxH0b9/fxk0aJBlvVXFyZMnU3iCY7l5vXr1rA5heQAE3n//fWndurX2iOzZs8vZs2e1dSyMTwIUUuPzvnHUJJAqCFBITRW3OeCLxEsKXlasDMv+L126ZFXNchIgARIImQCS2VWoUMHUz+HDh6Vw4cKmskB34IGfMWNGSU5Otn0oYjz++OOPUqZMGdvHsCEJRItArIVUhPrZtWuX9nKR/RxLbmkk4CQCly9fFiQO9F6R5R5js2bNZP78+e5d25+///673HTTTab2WAXWuXNnUxl3giOwcuVKefTRRy0PPnfunMtD3rIBK+KKAIXUuLpd4R0s4gxiScvPatYrc+bMrpmvfF4P1/Cekb2RQGAEKKQGxiu1tL777rsFHqdWVq5cOfnhhx+sqllOAiRAAiETCKeQih/N58+f94zpzjvvlD/++MOz728Dk0szZszw14z1JBATAhCDrly5Yjo3JjyjlQwS57YSpBA/lTGFTbeGOw4hgBjC+J2uMyz3xuRZoKYTUrEU/c033wy0K7bXENA964zNovncM56X25EhQCE1Mlxj1itcxiEg7FUxOBAT6JmWLVOMJVkFXn+tXz9ZvHixnPNyMccsFWKy9HzlFUHWaxoJxJLAoUOHJCkpyTWE6dOn+1zmki5dOsaGi+XNiuK5MUt/8eJFyzNiuROWPdFIgARIIFIEwiWk4odX9erVBZ5xwViWLFlccdewfJlGAiRAAiSQGAQeeeQR+eKLL7QXg9/4+M0f6GSETkh9/vnnZcKECdrzsJAEUiMBeA7v3bvX76VDM8Nkx4ABA2TgwIF+28drgzTK+/K/8Tp4O+PGbOvUqVNl3NixnvgblStXlg8XLDAdDo+HDu3b+31hL1WqlIxXD9WiRYuajucOCUSTALJSIu6bHcMkwPHjx+00ZRsHE5gyZYopqDo8RYxL8k6dOiV58+b1eQXhWF7r8wSsJAESSPUEwiWkjhs3Trp16xY0z9dee01ef/31oI/ngSRAAiRAAs4jgL8L+PtgZVi1V6BAAatqbfmZM2ckV65cpjoKqSYc3CEBWbt2rWuC2y6KV5QD4tChQ+02j7t2CS2kwsO0pfI8XbdunenG6ITU3r16yezZs03trHYQFHnd+vUhJ06w6p/lJOCPAIVUf4QSr75Tp04yadIk04UZ58HsJJoytjd1xB0SIAESCBOBcAipBw8eFMRvxNL+YAwTiPv27RO8r9FIgARIgAQSh4C/STbE46xdu3bAF+y9qotCasAIeUCCE6CQar7BCS2k/rtHD0HGPW/zFlLhyfXA/feniFPkfZxxv3nz5jJ8xAhjEbdJIGoE4C6PGEGwhQsXCmICWRk8F4sUKWJVzfI4IeBPSEVm0eXLl1teDZK0BCtKWHbKChIgARLwIhAOIRXLKbt06eLVs/3diRMnSseOHe0fwJYkQAIkQAJxQQDL+rG838qQJC2YkDCIwf0fFQLQbRRS3ST4SQL/TwAJi48dO+YXByYyDhw44FrWj+X9iWoJK6Qu+/RTy5doPGDnGwRWZOV78403TPcYmV7btGkjxYoVkx0q6dQCJVbBw9VtqP9czXjBY4JGAtEmwGRT0SYe+/P5E1Lz588vJ06csBwoElHhWUYjARIggUgSgDepd4KOd955R3Lnzm37tB06dBCEMwnGSpQoIdu2bRPEB6eRAAmQAAkkFgGjM4nuyu644w7Zs2ePrspn2bJly0zv0UiYU7FiRZ/HsJIESCAlASabSskkrkqea9tWPv/8c9OY71Vee88884zUr19f4L7vtsaNGsl3333n3nV9vv3229Ly2Wc9ZRBmO3fuLH///benDIF0R48Z49nnBglEiwCF1GiRds55fAmpmCHEM83X0v0XXnhBRo8e7ZwL4khIgARIwIJAexWzHvHtgzH8GK5bt24wh/IYEiABEiABhxNAIkK881qtskKs0z///NPhV8HhkUDiEqCQGsf3FhnF7lFJoa5eveq5itKlS8sytewVnqRGO6cy+8FTKzk52VNcuHBh+WbjxhRtX3zxRVloSFIFYRYv7DQSiDYBCqnRJh778/kSUpcuXSoNGzb0OciN6plWoUIFn21YSQIkQAJOIBCskNqgQQNZsmSJEy6BYyABEiABEogQAaw82L17t7b3NGnSyMWLFyVTpkzaehaSAAlElgCF1MjyjWjvK1askHbPPec5B8TTFco7FYKpty1XQiiWkBmta9eu0qdvX2ORaxsJfh43iBVYprbj559TtGMBCUSaAIXUSBN2Xv++hFQk1ZszZ47loBEnFzP3XOpqiYgVJEACDiIA73lMXgdqc+fOlaeffjrQw9ieBEiABEggjghgdakvZyYs7ccSfxoJkED0CVBIjT7zsJ3x/Zkzpa9BCC1UqJB867V0332y3r16yezZs927rs+PP/lEHnzwQVMZduC1mqQS/BiX9/9n717Jli1birYsIIFIEqCQGkm6zuwbMQaHDh3qGRwmiE6ePOnaT0pKkkOHDnnqvDeQmAxxC2kkQAIkEA8Edu3a5QrP9Il6H/vmm29sD3n+/PnSrFkz2+3ZkARIgARIIP4IdO/eXcb4CK+H8H6+ElLF3xVzxCQQPwQopMbPvUox0ndHjpThw4d7yitXriwfGpbkeyrUxkPVqsm+ffs8RYi5ghf4dOnTe8qMG2VUiAC3eIHyVatXC74sNBKIJgEKqdGk7exzYWInY8aMpgke7xHDY3XWrFnexdwnARIggbAT2Lx5szz00EOmfpEJGZPagdiXX37p+iHsK/azd38j1fvfSy+95F3MfRIgARIggQQisFr9/q5Zs6blFU2aNCnFilPLxoaKnj17ylkV9s9tjVQelUcffdS9y08SIAEbBCik2oDk1Cbw3Bo9apRneE2feEKbZOXUqVNS+p57PO2wgZf/ufPmmcrcOwhuXaxoUbly5Yq7SJZ/9pmUKVPGs88NEogGAQqp0aAcH+f49ttv/cY+/VQly6tXr158XBBHSQIkENcEdM+kw4cPC+LP2zUkCilZsqQcP37c7iGudi+//LIMGzYsoGPYmARIgARIIL4I4Dd5lixZTL/JjVfQp08fefPNN41FtrZvvvlm098dTMxhgo5GAiRgnwCFVPusHNdynhJCe6qXabdhJmna9OnuXc/nRwsXCpYGGK3vq69Kly5djEWe7aNHj8qD5ct79rGxcdMmKVKkiKmMOyQQaQIUUiNNOH7697e8CUH3L1y4IJkzZ46fi+JISYAE4pZAoEIqVvlsUu9SRoMH/ccff2wssrXdokULn/GibXXCRiRAAiRAAo4nULx4cdm/f792nM2bNxfoAYGat5D6hHLGWmCxqjXQvtmeBFILAQqpcXyn8ULetEkTzxUUufVWV4wtCApGw3LXNWppgNF8eZiiLY5xG2bC9qqwAN79uuv5SQKRIkAhNVJk46/fUqVKyc8+kt7lz59fjh07Fn8XxhGTAAnEJYFAhVSIn8H84NXBqV69umDJJ40ESIAESCCxCdSqVUtWrVqlvciKFSsGFF/b3Ym3kFq1alX5+uuv3dX8JAESsEGAQqoNSE5tgqVg5cqWNQ1vhkpAVbt2bU8ZxNYnmjYVY+ytfPnyyZafftIKo8nXrgkyBG7fvt3TB5b0Q3ilkUC0CVBIjTbx2J8PCfRGjBjhGQgmcC5fviyZMmWyXNqExnhuLV261HMcN0iABEggkgQCEVK3bNki9913n+ldLJSxIXwAwgjQSIAESIAEEptA+/btZerUqdqLvOWWW+TXX3/V1vkqxHFG5wPkWVm/fr2vQ1hHAiTgRYBCqheQeNqFOFqxQgU5cuSIZ9jZs2d3JaB6UJUjEUKPHj3knCGYNBpiGcBwg1DhOVhtvP3WWzJ27FhjkSsz7AjGTTEx4U50CFBIjQ5nJ52lU6dOguD5RsOSpmLFihmLUmzPmDFDWrdunaKcBSRAAiQQCQKBCKmISx9Obx+sFEIoExoJkAAJkEBiExgyZIj069dPe5Fp06aVixcvupKxahtYFN6jcqfs2LHDU0sh1YOCGyRgmwCFVNuonNlwyZIl0vn55wMa3EcffSQV1FIAt0GI3aE8UOfMmSPr1q1zF3s+p06bJo899phnnxskEC0CFFKjRdo559EJqQMHDhT858uQtCVXrly+mrCOBEiABMJGIBAhNUeOHKYMyaEOAh76ly5dCrUbHk8CJEACJOBwAvh9bgy55z3cvXv3CuKoBmJ169aVzwyrTSmkBkKPbUng/wlQSI3zbwK8Uuuph+HWrVttXUm5cuVkqcpsbbSCBQpYLjdDXJaZ779vbM5tEogaAQqpUUPtmBPphFTEgNq4caPlGHPmzCmnT5+2rGcFCZAACYSbAJJHLV++3NQtEnZkzZrVVIadjBkzytWrV1OUB1uQPn36sPYX7Dh4HAmQAAmQQGQJbNiwQapUqWJ5ki+++ELwez0QGz58uKxYscJzCPIQjBo1yrPPDRIgAf8EKKT6Z+T4Fnt275Y2bdqYlvjrBp07d25ZuHCh3HnXXaZqKyE1W7ZssvarrwRxVGgkEAsCFFJjQT2259QJqRANrqn4zVZWrVo1+Uo9q2gkQAIk4EQC4RZSb7jhBklOTnbipXJMJEACJEACYSRw9OhRQVxsK5syZYq0a9fOqprlJEACESJAITVCYKPd7VkVB/XF7t1l5cqV2lNDRF2gRFTccG/TCakQW999911BDBUaCcSKAIXUWJGP3Xl1Qqq/0bzzzjvSs2dPf81YTwIkQAIxIRCMkIr3td1qolxnSMJ3/fp1XRXLSIAESIAEEojA33//LZkzZ7Z0KHj11VcFcVRpJEAC0SVAITW6vCN+NiSY2rZtmyvm6cFDh1wJWiqpZbHVVKKDfPnyac9vFFKTkpKkSZMm0qVrV4EXGI0EYkmAQmos6cfm3MEIqYjzXKhQodgMmGclARIgAT8Ebr/9dtm3b5+fVv9UQyhdtGiRPP744/8Uem2dP39eG0bAqxl3SYAESIAE4pxA0aJF5eDBg9qraNGihSvPibaShSRAAhEjQCE1Ymjjp+O5c+dKunTppEKFCj6XDsTPFXGkiUKAQmqi3En714FkeBMmTHAdcPnyZdm0aZPPg5m92iceVpIACUSIwIULF2TPnj2m3hFnLkOGDKYy7MBrvlevXinKrQrww3jMmDGSJ08eqyZy+PBhvrNZ0mEFCZAACSQOgRo1asiaNWu0FxRMoqgzZ87IgQMHTP2VLVtWMIlHIwESsEeAQqo9TmxFAiQQAwIUUmMA3UGnfOutt6Rv374+R4QXvx9//NFnG1aSAAmQQLgJfPvtt64JaGO/OnET8Z1LlCgh+/fvNza13M6ePbtLoM2fP79LlMWyTp3huYfnH40ESIAESCCxCTz33HMyffp07UUWLFhQEEc1EMOKh8aNG5sOuXLlinYi0NSIOyRAAh4CFFI9KLhBAiTgNAIUUp12R6I7nocffthvEinERoW3F40ESIAEoknArpAKD/suXbrYHpox5jNCMp08eVJ7LGLi165dW1vHQhIgARIggcQhMHjwYBkwYID2gtKmTSuXLl0KSASlkKpFyUISCIgAhdSAcLExCZBANAlQSI0mbeedK2/evHLq1CmfA9u6dauULl3aZxtWkgAJkEC4CeiE1CVLlsiGDRs8p4I36vz58+XEiROeMl8bxYsXl59//tnzg9j9kq47Zt68edK8eXNdFctIgARIgAQSiMCsWbOkVatWlleEFQ+Io2rXKKTaJcV2JGBNwP2OhomOfv36WTeM85o0/1UW59fA4ZNAqiNAITXV3XJB3Kbjx4+7spNCIPX16M6VK5f88ccfjOmU+r4mvGISiDkBnZCKJfy7du0KamxZs2Z1ibBlypTxHF+lShWTMOupUBuIodqtWzdjEbdJgARIgAQSkMC6deukWrVqlle2atUqQRxVu0Yh1S4ptiMBawIUUq3ZxEUNPBeWL1sWkbGmveEGV0bYrFmyCOKv3HnXXVKgQIGInIudkoCOAIVUHZXELuvUqZNMmjTJ1kWePn1acubMaastG5EACZBAOAnohNRQ+h80aJD079/f1EWjRo1k8eLFpjL3DpZ5Dhw40L3LTxIgARIggQQlgPjbt956q+XVTZ06VRBH1a5RSLVLiu1IwJoAhVRrNnFR87wSHZYuXRq1sebOnVsaNGwozZo1E2SnpZFAJAlQSI0kXWf2bVdIzZYtm5w7d86ZF8FRkQAJJDyBcAqp8K4/dOiQ5MiRw8StXbt2Mm3aNFOZewdxV8eNG+fe5ScJkAAJmAhAXDv711+msmB2Gjdp4lPEC6ZPHhMYASQdzJQpkyQnJ2sPxLJiLC+2axRS7ZJiO6cScMLzjUKqU78dNscVbSHVPaw0adJI+w4dXBm106dP7y7mJwmElQCF1LDijIvO7AqpyFaNrNU0EiABEogFgXAKqTpvVFxT7969ZejQodrLe+qpp+SDDz7Q1rGQBEiABMo/8IDgPTpUmz17tlQPYNl4qOfj8XoCSUlJrgk3XW3Lli0FcVTtGoVUu6TYzqkEnPB8o5Dq1G+HzXHFSkh1Dw9eqR99/LHAO4xGAuEmQCE13ESd359dIbVHjx4yYsQI518QR0gCJJCQBC5fvmwSKTC5E4yXvJU3KqANHz5cevbsqeVXs2ZN+fLLL7V1LCQBEiABJwgNvAvhI/Dwww/LV199pe0Q8bQRR9WuXbhwQY4dO2ZqjmRVcJSikUA8EHDC841Cajx8U3yMEW78a1avlitXrsiRI0d8tBS5QcU8TZM2rWRWSwOCedm36hwxvMaNH29VzXISCJoAhdSg0cXtgXaF1M2bN8v9998ft9fJgZMACSQWAcRr/iuIZbRW3qigM2PGDGnbtq0WFJJS/fTTT9o6FpIACZDAQyo50b59+0IGsXDhQqlYqVLI/bCD0Ai0adNGZs6cqe2kcOHCgjiqNBJILQSc8HyjkJoA37Zr165JW/VwXbNmjelqst94oyC+VtWqVV1JovLnz+8SU9EIwuvevXvliy++kM+WL5c9e/aYjkUs1PETJgiWEZxXcQh3q/rvvv1WVivR9rfffjO1xc57EydKgwYNUpSzgARCIUAhNRR68XmsHSEVk0J47nHmPD7vMUdNAolIAMLmtm3bAro0X96o6OjTTz+1fLcqVKiQ3wn0gAbDxiRAAglF4M8//5QzZ84EdE0LFyyQMWPGeI55+umnZZjyjKfFngAm3awSDOK9+NKlS8Jwe7G/TxxBdAg44flGITU69zqiZ2nTurVLEHWfJK3yOu32wgsCQeJGJab6s//+97+yQP3hfF15tyILttvy3XSTSziFqOo2LGUbNmyYTHzvPXeR67NChQquJf6mQu6QQIgEKKSGCDAOD7cjpFJAiMMbyyGTQIITgDfQqlWrXJPNAwYMELxb+TNf3qg4dtOmTVKxYkVtN5kzZ5aLFy9q61hIAiRAAoES2LlzpzSoX1/wWw8GL9T58+dLunTpAu2K7SNAAN6o8Eq1soMHD8ptt91mVc1yEkjVBCLxfKOQGudfKcRDad6smekqevXqJS90724qs7MDD9XHGzY0LU1rojI1jhk7NsXhffr0kVnvv+8ph3j7/Q8/CLxeaSQQLgIUUsNFMn762bp1q1RSL+++BILHH39cECifRgIkQAKxInD8+HH58MMPTafHMvxXXnlFJqpVOv4sS5YsLtE1R44clk3xXnbHHXdY1p8/f16yZs1qWc8KEiABErBD4OzZs/LoI494lofDiWaVWoV4k3KqoTmDAOKjIk6qlWFlqq967+PwHm0MC1iyZElB7G0aCSQagUg93yikxvk3BSKqMbg0sioia1+wS16x1B8erm7LpOKpbt+xI8WLOmYry5QubYq1OvLddwVZZGkkEC4CFFLDRTJ++sHSJAgDvry5pk+f7nNWPn6uliMlARKIVwLfqnBHWI1jtO3bt0v58uVdSyyN5brthmrievHixboqTxmWruXJk8ez770BL1jExqORAAmQQCgEunTubHoe4bdkDYpqoSAN+7GHDh1yhdyz6jjQd+PatWubEhY+99xzMnXqVKvuWU4CcUsgUs83Cqlx+5X4/zinRVUMU6PgEOofPvSF4L379+/3kJk6bZo89thjnn33xosvviiIpeM2eGF0V2U0EggXAQqp4SIZP/189NFH8sQTT/gcMBK62Alb4rMTVpIACZBACARWrFghderUMfXQvHlz11JYU6HFDn6w4oerL7t+/bpkyJBB/v77b22zH3/8UcqWLautYyEJkAAJ2CEAT8aWzzzjaVpPLe+fNGmSZ58bziCQnJwsCOmCT50hpIxVDFVdewqpOiosSzQCkXy+UUiN428LMjFC9DTaNuUN8a9//ctYFPA2YnZNNvwBHfz669qXffwIGNC/v6f/1ipuyxtvvOHZ5wYJhEqAQmqoBOPveCQ2QEwuK4OAGkxmbKv+WE4CJEACgRJYu3atvPzyy7JlyxbToXg+YQmZP0MYpAMHDgiW9/uzfPnyycmTJ7XNsIqoVq1a2joWkgAJkIA/AgijVF0tFz969KirKSZu1q1fL4hFT3MegVtvvdUTfsF7dK1atRLEUbVrFFLtkmK7eCUQ6ecbhdR4/WaocW/auFGaNm3quQL88Tv0yy+e/WA3IKJCTHXbCypxVa/evd27ns9PPvlEunXt6tmvW6+eTJ482bPPDRIIlQCF1FAJxt/xBQoUcMUNtBr5/fffL5s3b7aqZjkJkAAJRJQAQhshoQdipAZryIrdrVs3W4eXKFFCdu/erW07b948gRcsjQRIIPoE1qgYolevXXOdOL1KyBSupfB4xvyifs/hvwsXLriSP918881yi/qvWPHiYU3+5O0806VLF+n76qvRh8kz2iJQTTlQGUP6GQ9C3Vcqjqpdo5Bql1TqbMfnm//7TiHVPyPHttj4zTcplsDu3LVLcubMGdKYBw8eLJMMiRLefvttafnssyn6nDljhrxq+GNrlZgqxYEsIAGbBCik2gSVQM1uuOEGwXJWK0MyPTyTaCRAAiQQCwJjVQJOTDAHa4hpiiRSGTNmtNVFlSpVZMOGDdq2GEtXw4S2thELSYAEwk7Ae1VgduWNvmfPnpDOg5jHI0eOlEXKUcUqnAc81J988kl5ukULKVKkSEjngxdqZZXc071UHCsaN6jfltmzZw+pXx4cOQLwOkUYP53BWxVxVO0ahVS7pFJfOz7f7N1zCqn2ODmy1Q6VBAoZFo02evRoaeonvqCxvW67caNG8t1333mqhr7zjjxjiJ3jrvCexXyhe3eByEEjgXARoJAaLpLx0c/OnTvl7rvv9jnYrVu3SmmV6I5GAiRAArEggARTSDQVrE2ZMkXatWtn+/BG6p3MKilVoDHxbJ+UDUmABHwSGDZsmIxSSXbdFoqQivwUQ4YMkanq2eAWNd39Wn0iGfCw4cOlcePGVk38lsMZBk4xbrP6veeu52fsCeCZD4cnnaVTXtFI2IpPO0Yh1Q6l1NmGzzd7951Cqj1Ojmx1TsXhurtUKUn+37ISDPKOO+6Qz1eudCUnCGbQSFyAP8rGPpcvXy5l7r3X1B3qq1ev7orx5a54R71UtFAzpDQSCBcBCqnhIhkf/fTr18/1Y8JqtHg5vHr1qqRJk8aqCctJgARIIKIEHnjgAfn++++DOkexYsVcy/Tt/tDFSdq3b2+ZSRnLcMeNGxfUWHgQCZBAcATgLQpP8cNq6b3bQhFSvVcCuvu084kQIb379LHT1NTm1KlTUl49yxBGAHbnXXcJYi5jVRDNuQSmT5+uzVviHjE8UuGZaseeeuopU5gA5CgYMWKEnUPZJoEJ8Plm/+ZSSLXPypEtW7ZsKYhhYTQkHkAiqHTp0xuL/W4fO3ZMHnv0UVNSA/xB3auSWmHm02jecVRR9+GCBVK5cmVjM26TQEgEKKSGhC/uDq5YsaJs2rTJctxYxoaYYTQSIAESiBWBUITUuXPnCn6sBmK9VYz6oUOHag9p1qyZz+R82oNYSAIkEBKB3mr13ezZs019BCukjh8/Xt70kag3T548Ao/VP//803Q+48505VX6iNcKRWO9bnuoCpGEWM1um6J+N9apU8e9y0+HEkAG8ho1aliODjFSESuVRgLBEuDzzT45Cqn2WTmyJR6oLTXL7m+//XZXsHA72VwxG4ks2eOVVwPEVKNBGIVA6jaIHBPUH32c12g33XSTKwFMoOKtsQ9uk4A3AQqp3kQSez9Hjhw+M14/ocKWLDA8jxKbBq+OBEjAiQSCFVLvvPNOQfiStGnTBnRZw9Xy3Z49e2qPqVmzpnz55ZfaOhaSAAmEl8CRI0dkosoh8b4mM3owQupvv/0mFVWokGuGlYUYMeInI/bxsyoeJuKWwk6fPu0Sb/Fb7fz5864y9/9y5cola9auFcRPtWM4/v777vO8b+XNm1d+UCsSA/GUt3Metgk/gYMHD0rRokUtO56pvpuIo0ojgUAJ8PkWKDERCqmBM3PcER3Usi8sv9cZ/gBXUF5eyHSNbQgVGZSn6onff5dff/1VIFSt+OwzwRIPb4MX6irl7YrstDDEJqxrMVvZS3lMhJJ8wfvc3CcBEKCQmrq+B3iJt0qwABLwANHFa05dlHi1JEACsSSAZDD4wXHx4kXBj1ZvEcRqbJ+oBDKIdxqozVDeZm3bttUedq8Ku7RlyxZtHQtJgASCJ4DwaQcOHJD96j98btq4UX744QeXd6iu12CE1D5qSf6s9983dYdET7PUuw4mbHT2k/r33lx5tWN8RkOOCuSqsGPvTZhgCqP0fOfO8tprr9k5lG1iTAB/bzJnzmz5rjxw4EBBHFUaCfgiwOebLzr26yik2mfl2JZ//fWXNG3SRHbt2hXWMSJeYafnn/f0iT/e9erV8+y7N7JmzSrfbd4smBGlkUA4CVBIDSdN5/cFTy0sYbOyc+fOSbZs2ayqWU4CJEACUSPQsWNHmTx5sq3zlVLx7Ldt2xZUfOdPP/1UGjRooD1PoUKFXKKutpKFJEACQRN4vGHDgGIh33jjjbJ7zx7b58MKwAoPPphiIsZOwieEbxvQv7/pXPB4X+21WtDU4H87iDNfvnx5+f3ECU/1uvXrfXo5ehpywxEEChcuLEePHtWOpU2bNoI4qjQS8EWAzzdfdOzXUUi1z8rRLeFR2l5lgd2sBM1wWCW1pB/L/Y1Bx3VCKmbF4CUGr1caCYSbAIXUcBN1bn9nlXcFPOatDM8aeIDRSIAESCDWBLBEv3Tp0pZeQcbxIfTR119/7UoGaiy3u42QSogfrTM+F3VUWEYCoROItNCgi42KhE+rVq3yO+ECr8RyZcvKH3/8YbpQLO9H0mFftmTJEulscJLBisXFqowWPwSqVq0q65X4rbOHH344Rfg9XTuUNW/e3NTP448/zuSFVrASrJzPt/DcUAqp4eHomF5WrFghb735pmsZSrCDaq1mswappQHe8U69hVR4QmCJW8VKlYI9FY8jAZ8EKKT6xJNQlb68rnChCDGC2FA0EiABEog1AazOsQqp5D02TEojKVSwtnfvXp/iyIULFyRLlizBds/j4ohAcnKyK8ZuoHF24+gSHTPUSAsNyG/hnW9i0ODB0k45xdixTp06yadLl5qadn/xRXnllVdMZd47L730kiz48ENP8ch33xVkb6fFDwEkmp4zZ452wIEkZa1du7YpxjYEWkz6xcr4fIseeT7fwsOaQmp4ODqqFzyI5s+bJ5MmTXIt+fIVc9A9cMTkqVu3rrTv0EGwPERn8HrtqOpvueUWaaqSvlSpUiXgpAm6fllGAlYEKKRakUm88i5dusgEFbfLyh577DH5TMVzppEACZBANAns2LHDlSTKfc5Lly5JB/UuhHctf4YJoH379plW9/g7xrse2bqRudvKDh8+LFjqSUtMAgh3M0WFkJipYmkeUfcaK8WSkpKkoxLS7Aj0s2fNcq0wM9LJqkLkIHFjmjRpjMXcNhDA+8jm774zlPyzeV3dk9XKc9RogSztx++ykiVKCMIVGW3LTz8JPNjtGGKrIsaq0YoXLy5f+RHC7itXzpNYOL3KmbFThYVDiDZa/BBA6L0hQ4ZoB4x/09evX9fWeRd6C6mxcFjg8837rkRnn8+38HCmkBoejo7tJVkt/ziqEkr98ssvchj/qQQJV65ckezqJepGtYw2r0pAVbpMGcEfX85wO/Y2ptqBUUhNPbcey8uQyMHKkAjh9ddft6pmOQmQAAmEnQB+kGLy+IQhniCELDsT1BgMEkW1bt06pHFhDBkyZLA8J5JNIekULTEJDBo0SCYrxwid2Ukw9OgjjwgmA4xWo2ZNmaUEVlpwBPDbCp5/RgtESEW85DpqcthoBQsWdOWbMJb52sYEzUPVqpmaQBj9RYntVoakWVWVE4zbECv1k0WL3Lv8jBMCiJHbXiWatrLz58/bEse9hVSE1zpz5oxVtxEp5/MtIlhD6pTPN/v4KKTaZ+W4loiHOm3aNNO4kNkVfxhpJJAIBCikJsJdtHcNuXPnltOnT1s2hvfME8oTnkYCJEAC0SKAlT1YQhuMwUt0//79AnEjVMuXL5+cPHlS280XX3whtWrV0taxML4JHDp0SKqp5bZWwn26dOlk7VdfuTxUdVeKhDQPan4TLFq82DIrvK4flpkJhCo0YILltVdfNXVaXyWUmzhxoqnM3w68Wr2FLyS8gqirs5nqvK8azvtSjx7y8ssv65qyzMEEEEfX1zMfInuxYsX8XkGdOnUEIQHdFm0hlc83N3lnffL5Zv9+UEi1z8pxLXV/iLt16ya9vZZ6OG7gHBAJ2CRAIdUmqDhvhiyymTJlEizxsTIuX7Uiw3ISIIFIEIAnaN68eQVL64MxLJ173pDUJZg+3MeUUILJ7t273bumz3kqlBOShtASj8CUKVNk4IABPi+sUaNGMm78eG0bhAQYOHCgqY7JhUw4gtoJVWh45513ZPSoUaZzI7xRX4PIaaq02Hn4oYcEMZSNtn7DBkthva3KgbFy5UpP83kqfnM1L69WTyU3HEsAE3RYSWpl69atc4Xfs6p3lz/33HMyffp0964r4au3MO+pjMAGn28RgBqGLvl8sw+RQqp9Vo5r+aEKFt5DBQ032pMqYPi7KnA4jQQSgQCF1ES4i/6v4ZtvvpHKlStbNoRHF8RWGgmQAAlEiwCWwdrx6tGN5+abb3Ylx8MEUTgMMek3KIFEZ2PHjpWuXbvqqlgW5wTaq8RDiA2O5K9IQnSvCsX1nYrbOWv2bMGPXVjmzJnl5507XZOR3pfbSGXhxuo1oyHWqi9vNmPbcG5fvnxZIPrbjd8YzLkfUsJisP9mAzlfqEJD37595f2ZM02nfFMlCm4VYBgQ3f3FUn3dykRXXNaSJeXc2bOu8yKW5i41OWPlvWoaHHccRQAh+nz9bYE+8OSTT/odc//+/U0hs6Ltkcrnm99bZGrA55u4QpE46flGIdX0FY2vnZ3qxam213KuUqVKyeeG2cb4uiKOlgTMBCikmnkk6h5+VLz11luWl4clsvBIpZEACZBAtAhs375dSpcuHdTpRo4cKciOHS6D1+FitRxbZwOUx6K316GuHcvijwCE099//10mvPeeNGzY0HMB3yhRHYmm3KLkdLVk+xEVC9VoOK5c2bKeNqhDMtlVq1fHJMkUvOgQpiCSNkZNKjRp0iSSp3D1HaqQ2qVz5xT/nicr72Mk/Q3EWrdqZcq6jmOt+vGOj2onMVUgY2Hb6BLImDGjpYPBKOXt3L17d78D+kklN1u7dq2nHfqEZ3S0jM+3wEjz+ea85xuF1MC+w45qfU3NRuMhZIwriIQEmK3OZzPro6MuiIMhAS8CFFK9gCToLmZZv/aRaRY/LpYtW5agV8/LIgEScCKBYIXUXLlyCWJThjMTNhKLIMGIzuCNCq9UWuIRKKImER9QMU4XLlyY4uIg1C9QnmcwiKojlHhvtNkqmVTv3r2NRTJ6zBhp2rSpqSxaOxRS/yHd4umn5SsV29Zos5WXcfUaNYxFfrchln3k9d3ApPSzSmClJTaBAgUKyG+//aa9yFdeeUWGDh2qrXNSIZ9vgd2NeBFSU9PzjUJqYN9hx7VepJZwdPWaPaqklsh+8MEHkjZtWseNlwMigUAIYLa0rPKogMErEUvYrCxPnjyCJeK0+COQP39+U1Zs7ytAPLGePXt6F3OfBEiABCJGIFghFc8qPLPCaRDErH4YQ0Sbr2Id0hKLAJZiFy5UyBU3U+cltmvXLqlVs6bropOSkgSxMY3WXH0vECvRbcgK/83GjYIEVbEwCqn/UK+nJofxfms0iOUVK1UyFvndRuIoJJAyGrzT23foYCzidgISqF+/vqWDQcuWLWWWmkhxsvH5FvjdiRchNRGeb3BKbGVjQgoJ0xB6Du9ovlZWBn63nXXE/wEAAP//T2ohWwAAQABJREFU7J0J/BXT///fJamoyLckWkj4lpSK9tJGpEULFWVJItGiPUlJe6TQIkSbkpRSpI32HaWkRfKXFilKKuF/Xvdr7m9mPufMvZ/P5y5z7+f1fjy4d845c86Z53yaO/Oa93m/M/2jTJLU2j/+uMydO9dxdA8+9JD07dtXsmXL5ijnBgkkEoENGzbILbfcEtaUL7vsMjl48GBYbdnIPwT+/vtvyZo1q/z111/GSX399ddSvHhxYz0rSIAESCDSBH744Qe54YYbAtem33//PazuL7roItmzZ4/ky5cvrPbhNhoxYoR069ZN27x27dry6aefautYmLgEzp07J+XKlpXnn39e6jdooD2Q2rVqyY4dOwJ129Tv5CWXXBL4/uuvv8qNN94o5/78M7jfANVPmzZtgtux/oJ/F5hvtCxLliwyY8YMKaOYRdvAtXDhwo5hcuXKJTu++cZRZtpoUL++bNq0yVH9rpp71apVHWWhNnp07y5TpkxxNBs1apQ0u+ceRxk3ko/Ao48+Kq+//rr2wBLhN4HXN+2pMxby+vY/NLG6vi1btkxq1qxpPB/uiu7qWjx06FB3cdJsZ0pmIRUXo6efflpmvfee44RdccUV0qNnT6lSpYpAZKKRQKIR+EbdlP73v/8NTPuRRx6RQoUKGQ/hwgsvlC5duhjrWeFPAngIDCWSQmTNnDmzPw+AsyIBEkhaAn8qwaRkyZKyc+fOsI5xwIABgZfYYTVORaNJkybJQ+oFuc5uuukm2bx5s66KZQlO4NSpU5L1/PMli/pPZ+PGjg0Irah75513pJYS1WF4HujYsWPgO/6XJ08eWa9eTGfPnj1Yxi9pJ5BeIfURJWgvXLjQMYEJShSrV6+eoyzUBs6x+9lv8uTJUjOKgnWoObE+NgT69esn+L3RWYkSJWTbtm26KkcZft/+3//7f46yAgUKyAUXXOAoi9YGr2/RIpu+fnl9E9m3b5/gWhrKRo8eLT///LM888wzwd/iUPskYn3SCqn9+/eX48ePCxxu35s503hucufOLfnz5zfWmyrwBmTMK6/IddddZ2rCchKIGgH8wBcsWDDQ/6pVq6RSpUpRG4sdx4fAsGHDpEePHsbB6WlsRMMKEiCBKBNYsGBB2OJGpkyZZOvWrYKH2EjbvHnzpIHBKxG/kfv374/0kOwvAQh89913UqVy5cBMn1KimvVb+rAS3T/55JPgEXTt2lU680VzkEd6v6RXaOipnFwmK+HbbiNffFGaN29uLwr5HV6JH82f72j3kbpmlS5d2lHGjeQjMG7cOHlcrUjVGV6cHD16VFflKNu9e7cUK1bMUbZ48WKp5RMhntc3x6mJ2Qavb+GjhrMXnL6i9RI9/JlEt2XSCqlY9vPTTz9Fld70d9+VatWqRXUMdk4COgIUUnVUkqvsrrvuko8++sh4UNWrV5fly5cb61lBAiRAAtEi0KpVqxRLZ73G+v777z1XTnjt61W3Zs0a44vEHDlySLihB7zGYF1iEqhQvrwgDAVWn81QDhXw8rpBiflnzpwJHBD+PjZs3CgXX3xxYh6gD2edXqHhxZEjZaT6z27PPfectFXCaGqsUcOGghBYdlu7bl3QAcFezu/JRQAh/Ro1aqQ9KLzUw3UgVHg/nZD61ltvyYMPPqjtNx6FvL7Fnjqvb+Ezp5AaPitftqSQ6svTwklFiACF1AiB9HE3RYoUEYgPJuvVq5cMGjTIVM1yEiABEogKATyIwiP+5MmTYfcfLSH122+/9VwZBCEVghkt4xHoqkJ7TZ8+XbDybLsKlTNfeS+3a9cuCKJt27bynFq9RoscgfQKDVPUklHLe9iaVfv27aWPWh6aGtM9A+5SXoa8FqSGYmK2Xb9+vZRXL1FMBm9O3F97mU5IRUxmLFP2i/H6Fvszwetb+MwppIbPypctdT+ikZ4oPVIjTZT9hUuAQmq4pBK3HWIxnT171ngADOlgRMMKEiCBKBJA4prULrWNlpD6yy+/yKWXXmo82miNaxyQFb4h8P7778tTTz4ZmM86Ja4MeuGFYAJaxFZdu3atXH755b6ZbzJMJL1CA8IuIPyC3SpUqCDvz55tL/L8jvumoldfLUjYaRmS3e1UL11oyU/A/nykO9pw7p11QirCTgwePFjXZVzKeH2LPXZe38JnTiE1fFa+bImA5YjNEE0bq+KwINkCjQRiTcB+oxDOTUGs58fx0kfgwIEDgqR4XpYzZ0757bffvJqwjgRIgATSRQBLGe0xJeHdd80113iGHdENGC1BE2JJ1qxZBYn3dIZkU0g6Rct4BPA3V6lixcCB4369m4qHanlR33PvvfLSSy/5AsoJ9Ts+fPhwh/AX6Yk1bdYsJvFB0ys0fPHFF1Lvzjsdh49l2EhqZ0os5misNiCQN2nc2FF8++23y5tqaTYt+QkgURT+ZuxCuv2oZ82aJU2aNLEXpfj+448/ypVXXuko95uQyuvb/50eXt/8d32jkPp/f5/8RgIk4DMCFFJ9dkIiPJ3XVZZaJEsIZUimRyMBEiCBaBCAeIGbYfd15nzlzYeH1dRYtIRUzCFfvnxy5MgR7XQWLVokderU0daxMPkJlLzhBoHX8o033ihfffVV4IARJ3GZii/uTiYTDg2IM5kzZw6nadht4P1WPcr5FkaPGRNSPAp7wh4N0yuk4oUIVhQePnzYMQrixZcO84WILs7qCBV3tUWLFo4+uZG8BBB6xv03ZB3tGPVvoUOHDtam9hN/hxBjz507F6z3m5CKifH69r/Tw+ub/65vFFKDlw5+IQES8BsBCql+OyORnQ+WzWL5bChzCxyh2rOeBEiABMIlcPfdd8ucOXPCbe7ZLppCavHixWWHioGpM8TITG0YAl0/LEtMAs2UJ+bqVasckw/XO/HEiRPy8cKFMk9lf9+jxE4IM6dPnw54qsEru6j6r1rVqlIznZm8KaQ6To8gudTrEyY4Ch9QnvHhxISHAAZRGnEwLYNwvnnLlsALF6uMn8lNoHTp0vLll19qD7J3797yggrzEcoKFSoUSFZntfOjkMrr2//OTqIIqZhtRrm+UUi1rhz8JAES8B0BCqm+OyURndD1118fWMoWqlMKqaEIsZ4ESCAtBH766adAeJG0XmNwDXvssceCQz/88MOCcCTRsGpKOFmxYoW263C8j7Q7sjApCPR79lmZOHGi41jmqaRTZZTXo5d9/vnn0qljRzl06JBXs0BdY7WMfKASZhD2Ii1GIdVJbevWrVJXLcW3G2LGr123LqQYOuu996SjOm92Q2iP+cqjlZZxCNxxxx3y8ccfaw/4IRWD980339TW2Qu3bdsmSKxoGeIpFyxY0Nr0xSevb/87DYkkpGaU6xuFVF9cIjgJEiABHQEKqToqyVN24YUXOm7gTEeWVpHD1B/LSYAESAAEsKwfYmhabenSpVKjRo207p6q/bw8Z/v16xfwAElVh2ycNATeeftt6dWrV/B4KqqYqbNUEiovQ0zgNkr4T83vK5YSL1TCDT5TawcPHhSIsX/88Udqdw27/cCBA6VevXpht09rw/Qu7bfGvbV6ddm1a5e1Gfisqrx/p0yZYoyVumTxYmnbtq2cOXPGsR8yrT/evr2jjBvJTQAv7t4yxMStW7euLFSe5slgvL797yzy+ua/6xuF1GS4whiO4fjx47JmzRrZrwLRI6kL3jgFsmOr5R9wub7kkksCey5dskQqVqok2bNnN/TEYhKIDwEKqfHhHotRsZwwV65cYQ2Vmge9sDpkIxIgARJQBNIjpBYtWlTgZRcrg3ji9jq0xkYsPHil0jImAXgqN1eJpSybMnWqp8CPJDO11VJ9eyLH8847LxAruNzNN0uRwoVl//798umnnzqW/aL/Bg0aCJJaZWSLlJD66quvyiDN8mt4GmKJfz6bYI37oLlz5wY8UTG+3bA8G/FwEe+SlnEI9OnTxxgKolSpUoKkZslgvL7F9izy+hY+bwqp4bNKiJYQS6eqG6hP1Bvj9evXGzO8TlZvO2vWrBk4pitV1uwcOXII3l4hSDlEVRoJ+IEAhVQ/nIXozOF95S3TtGnTsDqnkBoWJjYiARJIJYH0CKmxjiWH8YYOHao9QsRHRZxUWsYkgFiZVSpXDhw8HuwWKwcJLxs6ZIiMHj062ASJ1SYpr9Zbb701WIYv8B6FF9Qkl9fbjJkzpUqVKo62GWkjUkIDnFvq3XmnbN++PQU+PJfddtttgeczJBJbu3atwEFGZ++8847Uql1bV8WyJCYAId6UUCpv3rzGRFSJhoTXt9ieMV7fwudNITV8Vr5vuWb1amn/xBNyOIxYR24h1S5UPPLII/JM376CGysaCcSTAIXUeNKP7th4kbNs2TLjIPCsKFGihMBLZp2KGUYjARIggUgT2Lt3r9ysPPDgIQ/DvZA9g7FpPNwfIfGT/d4JbYsUKSJZsmQx7Zau8hEjRki3bt20fdSpU0cWLVqkrWNh8hOYNWuWdHzqqcCB3n///TJ02DDjQf/9999S/pZbAivV0AhJiia8/rrcqQQ9neFvvIlakm//HQ41hq6fZCqLlNAAJvBqR6zUtIY8aP3AAzJ48OBkwstjCZPA7NmzpUmTJtrWmTNnDiSNC/Us//PPPzsEetx7X3nlldo+41XI61tsyfP6Fj5vCqnhs/J1yw8//FCeevJJ+dO13MM0aS8hFftgScDrKnD9FcpblUYC8SJAITVe5KM/LgRSPNCZrFWrVgIvCxoJkAAJxIoAYo0OGDAg5HDwAEWyF8SitNv3KpQSltlGwyZNmiRIIKIzJJrZvHmzroplGYBAUyWmIJQXLFR8VHfSJ7xImKOWjHsZklK1UH/zlt1UpozMnz/f2sxwn5EUGgBv06ZNAieWcBxh7LDhjdhLZWenZUwC+DdfyWMVKcJzhEoc9fTTT8uLL74YBFiuXDnZsGFDcNsPX3h9i+1Z4PUtfN4UUsNn5duWX3/9tdyp4umE40VhHUQoIRXtSpYsKfPUjVKot1lWn/wkgUgToJAaaaL+6A/x2UK98X5bLTNs3bq1PybMWZAACWQIAvAohRgayrDMFp56sRRSkYUd8Sl1hodlPDTTMh6BH374QSpWqBD0jkZczS1bthhBuOMNQogzLQ+2OoHAB7HeMiSK/NaVJMmqywifOqGhsLp2rFYrA9NqYIzwHYhL6/WSGf1fe+218pR6kYMEdLSMS2Dfvn1y1VVXGQHAi/wW5X3uZX4XUnl98zp70anj9S18rhRSw2fly5YQT+9SGSq3bt2aYn45VSKXhuqmG2+OEY9w9apVwTZ2IbV///6B+EeBRFTBFv/78mi7dgIPDRoJxIMAhdR4UI/+mG+88UbA+8JrpCNHjsh//vMfryasIwESIIFUE0D2cLyksS/Lh3cpsmUjCae9XNd5BSVawRMIYmoshVQv7yPEU/z9999102VZkhNArFPEPLXb7j17jAlkZ8yYIV06dw42f23sWGnYsGFwW/cFIj3EWstCibVWO36mngBeNM9U52jHN9/IAfX9kBJYc+bMKQWVp3sh9cIEcWxrqkRhCMlAy9gEzpw5E/h3bvrNmjNnTsh/234XUnl9S66/8WS7vlFITfC/T8RHeVIt7XAb3i53UjdK2bNnD1Q9//zzMk7dLFlmF1JRhjc+Q1SMHVx07ZZFxQHDcrFLL73UXszvJBATAhRSY4I55oM8oGJ6eS3bv+CCCwRxmyy76KKLrK/8JAESIIE0E0CW8suUx97p06cdfYxTWcgPHz4szz77rKNct/Huu+/KvSpDeqyF1F3KAxCeaCaDkApBlZaxCNRRSYbcyYqWf/aZFCtWTAtijxJZp02bFqxDGB14YnuZW3xFjHM8R9BIgATiSwDP50hGprOx6rn/scce01UFy/wupPL6FjxV/OJDAhRSfXhSUjMlxCxC7CK7YblHjx497EUSSki1Gj+uLriIt2q3AUqEbdOmjb2I30kgJgQopMYEc8wHKV26tHz55Zdhj2t62x52B2xIAiRAAorAc889J1iF47aXX35Z+qokmxBavezyyy8PLKFHQqlYC6l4WPZ6qR1OPDyvY2Nd4hGA+H+T+j1120cffSSlbUvx3fWp2T569KjUUsIpVolY9pRKbNVDLUOnkQAJxJfADTfcIAjxpzO8GNT93tnb+llI5fXNfqb43Y8EKKT68ayEOSd4bOEGyh5Lx5RJM1whFQ8RuGE6cOBAcBbly5eX2R98ENzmFxKIFQEKqbEiHdtxsHz2+PHjYQ9KITVsVGxIAiRgIIBknEigaReErKZNmzYVZAYOZUPUEmrrRXWshVTc62XNmlX++usv7TSxesgex1LbiIVJRcCezdp+YCiv6JGExt7W6zv+rTz88MOyWSVDsix37tyybPnygGe3VcZPEiCB+BC47bbbAnF1daO3bdtWJkyYoKsKlvlZSOX1LXia+MWnBCik+vTEhDMtBJFu7Ao0PnPmTKlcpUqK3cMVUrHjeLXEzZ61Nn/+/LKJ2WBTMGVB9AlQSI0+41iPABEACexSI46mpm2sj4fjkQAJJAYB3B9hSb7OcqmY8qG8UTNnzhwQYfPkyRPoItZCKgbNly+fVghG3aJFi6ROnTr4SssgBPr06RPIceA+3Bnqb72K5lnA3c5rG39PPdXqNsTotNvoMWOkSZMm9iJ+JwESiBMBr1BZ9VQOlfkqabSX+VlI5fXN68yxzg8EKKT64SykcQ7u+Ki4yf9m505BNk23pUZIXblypdx7zz3BLs477zz5TmUGxCeNBGJJgEJqLGnHZixkEy6jEuCZDB5X7sR3FFJNtFhOAiQQLoGXXnpJunTpkqI5YjIjaUcou+666+QblQDGMsQk3anuueyGZZa4hkXLihcvLjt27NB2P336dGmuwj3RMg6BB1W8cWR5d9tqlQytcOHC7uKwtnHf1V+FwFiwYEGK9vBwe04TGiNFQxaQAAnEhEBPFWJj6NCh2rFwr73J5k2ua4QcKUjAaBk0BPzO+MF4ffPDWeAcvAhQSPWi4/M6t5B61VVXycpVq7SzTo2Qeli9fXYvD9uoLsSIDUYjgVgSoJAaS9qxGWuwSmrXu3dv42Dw9nIHzqeQasTFChIggTAJmIRULFX+9ddfQ/aC+6hnnnkmZLtoNqhWrZqsWLFCO8QY5SmIRKO0jENAl4gFKz727N2baueHP/74Q1555ZVAYlp3MjYkfByixJq7XavgMg5pHikJ+JMA4nt36tRJOzk8t9tD9Wkb+biQ1zcfnxxOLUCAQmoC/yG4Y4cg7uA2Q8Dp1Aip3yhvh1q1ajnIrF69WgqHyOrp2IEbJBABAhRSIwDRZ13Ur1/fc6nRNddcI7t373bMmkKqAwc3SIAE0kBAJ6SWKlUqrMR3SC4Frx2vZE9pmFKqd4GQNWfOHO1+SKTVr18/bR0Lk5MAfk/t8UtxlFdeeaWsW78+VQe8WHm1wrPtp59+SrFfgwYNpJ/620KYLxoJkIC/CHiFrMFKUqy2SNQVpby++etvjbNJSYBCakomCVPy+eefSwvXMi7cPOEmym2pEVLdAm327NkDIQPwIEEjgVgSoJAaS9qxGQtC6Z49e4yDVa1aNYXHFYVUIy5WkAAJhEnALaQiHFKhQoVknwpdFMqaNWsmeGCNt2Fp9cSJE7XTaNWqlbzzzjvaOhYmJ4HBgwYFvEjtR9eyZUsZPmKEvcj4HZ6nyInw9qRJKdpgeS/EeV3ehRSNWUACJBAXAlihgJUKJoNHaqKuKOX1zXRWWe4XAhRS/XIm0jAPvDkuV7asY8+2jz4auPFxFKqN1AipHZ96ypG9Fpk/Ia7SSCDWBCikxpp49MfLkSOHYAmhyRCyBIn0LMuUKZMgHACNBEiABNJD4Ny5c/Lnn38Gu3jttdeka9euwW2vL4gdX7lyZa8mManr1auXDBkyRDsWXnqfOnVKW8fC5CQAb9RGjRoJkjjCEN8QMVPDWUF24rffpHHjxrJ9+3YHnLx580ovFX4HLw/wsoFGAiTgXwJYwVWsWDHjBBEj1SsvAXacMmWK4PfRMjg0FC1a1NqM2yevb3FDz4HDJEAhNUxQfm12R9268tVXXwWnB9Fh6rRpUr169WAZvoQrpLq9UbHvk08+KT3VzTuNBGJNgEJqrIlHdzwkZ0GsNZNh+ZH9Zs7UjuUkQAIkkF4CiAX/xRdfhOzm+uuv1yZ42rZtm7Rp08ax/4cffiiXXXaZoyySGyOUp2G3bt20XUL0sgQ1bQMWJiWBNSr0FhJDFShQQJo0bSr58uULeZz4nW2tPJg/++wzR1uIsgNfeEEQKoxGAiTgfwKh7qvnz58v9erV8zwQt4PDJOWh/oBKZOcH4/XND2eBczARoJBqIpMg5a9PmJDCAxU3QPBYuEvFTrIsHCF10aJF8li7dimy105Wb6pq1qxpdcVPEogZAQqpMUMdk4E++ugjueuuu4xjQYCwZw81NmQFCZAACaSDADLflyhRQsIJG4IEPE888USK0dauXSsVK1Z0lH///feBcAGOwghu4AH3oYceMvZ44sQJz5dVxh1ZkaEIDB8+XEa99FLwmLNmzSqvvPpqSMEluAO/kAAJ+IbAxRdfbEyYOEHpBAgJ42V+FlK95m2q4/XNRIblkSZAITXSRGPcH5ap3aq8T3UxvmrXqSOPP/643HDDDYLYYOPGjg3OzhJHsQxs+fLlMmb0aIdnq9UQAuo7kycLPF1pJBBrAhRSY008uuN16dIlcC0yjVJJhRFZtWqVqZrlJEACJJAqAhs3bnRkLUayKCzRb9++vYy13ROZOsUDJmLM5c6dO0WTeAip8+bNEyT/MdkPP/ygjZNvas/yjEcA3qg3lS4tv/zyS+Dg4ck8btw4qefxkjPjUeIRk0DiELDEHN2M+/fvL88++6yuKliWTEIqr2/B08ovMSBg/dtDrPG+ffvGYMT4DJFJeR38E5+hoz/qaiU8tFDB5c/ZYn/ZR4UI6j78Cy64QPAG69ChQ/amju+Ik7R4yRL5z3/+4yjnBgnEigCF1FiRjs04iLuEWIMmQxiR0eqlDo0ESIAE0ksAomLhwoUd9z958uQRxJQrWLCgYElkKMPSfVNyp3gIqWvWrBG8cDLZ1q1bAy/PTfUsJ4Gl6r4eicksa62W8DIOuUWDnySQeATg9LRs2TLtxB977LGQLw2TSUjl9U37Z8DCKBGgkBolsLHudp6KywUPi7///jsiQ0N8nTJ1qtx6660R6Y+dkEBaCFBITQs1/+6DzKFeS/fnzJkj+/fvl2HDhgUPAt4yWC5LIwESIIHUEGjevLnMmDHDsQuEVCRsMsUZdTRWGxs2bJBy5cq5iwPb8RBSd+3aJddee612Pij8/PPPBS+saCRgIvC0Whny7rvvBqvvv/9+ufrqq4Pb4XzJpTy0W7RoEU5TtiEBEogygfvuu0+mqfwoOmvYsKHg3trLkklI5fXN60yzLtIEKKRGmmgc+1uyeLF07txZjh49mq5ZIGB9f+WifOedd6arH+5MAuklQCE1vQT9tf/555/vmUzq119/le7du8v48eMdE3d71DsquUECJEACLgLwNkW8eIQ/shuE1Fy5cmnDIdnb4XvZsmUFoQFMFg8h9cyZM3LjjTfKt99+q50Wkl3Vt8XH1zZiYYYmgDjlWzZvTheDwkWKyGqV5IpGAiQQfwJdu3aVkSNHaidyyy23yLp167R1VmEyCam8vllnlZ+xIEAhNRaUYzjGkSNH5Hklgs5VN9Ompf6m6UDkwBKApzp2FFxUaSQQbwIUUuN9BiI3vv1c6nrNli2b/PHHH4FrEIVUHSGWkQAJhEtgxYoVUq1atRTNL7roIjl58mSKcl1BqCQd8RBSMc86Kv79YvXiXGdvv/22tG7dWlfFMhIIECip8iZY8VHTioRCalrJcT8SiDwBiKgQU3WGMDZY6eVleMGI+2/LEM4GXq6JaLy+JeJZS9w5U0hN3HPnOfOffvpJpkyZIivUMq+vvvoqhVcGdsby/fz588vVRYtKsWLFBLHAUru8x3MSrCSBdBKwi29IQuQVGy6dQ3H3KBPAjZlX5tCrrrpK9u7dSyE1yueB3ZNARiCwaNEiuf3221McarhCKl7s4MU02psMIUdefvllRzWSDcATNprWrFkzmTVrlnYIzOepp57S1rGQBOChfc0116Ta0cJNDg+PyKFAIwESiD+B6dOnS0uVK0VncJI6ffq0IExWshuvb8l+hv13fBRS/XdOIj4jXED37dsnx44dk+PHjwcSLyABA4QLep5GHDc7jCABCqkRhBnnruAlNXnyZOMs7rjjDlmwYAGFVCMhVpAACYRLwCSkhrs/4sObkneE20e02uGFlCkB1nPPPSf9+vWL1tDslwRIgARIwGcEli9fLjVq1DDOComl8+XLZ6xnBQmQQNoIUEhNGzfuRQIkEAMCFFJjADlGQ5QqVSrgHW8arn///vLss89SSDUBYjkJkEDYBHRC6oUXXiiInRrK4MGze/duKVSoUKimcalHHOnhw4drx+7UqZO89NJL2joWkgAJkAAJJB+BnTt3yvXXX288sC+++EJwD04jARKILAEKqZHlyd5IgAQiSIBCagRhxrkrLHeFR7zJEAwfQfERp5kxUk2UWE4CJBAOASRjatCgQbDpX3/9FYgTd/bs2WCZ6cs999wjM2bMMFXHvXzQoEHSp08f7TwefPBBeeutt7R1LCQBEiABEkg+Ar/99pvkzp3beGALFy6UunXrGutZQQIkkDYCFFLTxi3qeyGuKTJVJ8IbpO9V2IBdu3ZJbZUAgUYCkSRAITWSNOPXF0QMeHnhmqYzxGuGwJElSxYZPXq0DB06NNjsvPPOCxkoP9iYX0iABEhAQ6CjSqKJa0s49tlnn2kTVbn3xfXs3LlzjmJcw3A9i6aNHTtW2rdvrx2iYcOGMmfOHG0dC0mABEiABJKTAOJ5m1ZcvPnmm/LQQw8ZD/zvv/8W3KfbDffsNBIgAW8CFFK9+cSttnfv3vL2pElSq3Zt6dKli5QuXTpuczENDAF1lEpsMPv99+Wyyy6T9Rs2mJqynATSRIBCapqw+W6nzZs3S9myZY3zypUrl/z666/GelaQAAmQQFoJ7NmzJ5BgJ5z9b7zxRvnyyy/DaSpr166VihUrOtoiAVW0QwJ4JRapXr26IF4ejQRIgARIIOMQQNJohKTR2QsvvCDQFUw2SekNdqE1e/bscurUKVNzlpMACfxLgEKqT/8ULCHVml7NWrWks4p9VcZDjLDaRvvTLqBa3hhXXHEFhdRog8+A/VNITY6T7rUUFUd4ww03yNatW5PjYHkUJEACviIwePBgz4dI+2QnTJggSOYUjsVLSMUyzTvvvFM7xdQIwdoOWEgCJEACJJBwBKpVqyYrVqzQzrtDhw4yZswYbR0KKaQa0bCCBDwJUEj1xBO/SreQas0EMQTbqRiCt912m2TOnNkqjsnnxo0bA16yH374YYrlbEWLFpXPDRfwmEyOgyQlAQqpyXFa69evL/PnzzceTMuWLWXq1KnGelaQAAmQQCgCK1euTBEfFMv5K1euHJaXKeI4//DDD4KkVOFYvIRU3bjWfOENC69YGgmQAAmQQMYh0Lx5c2Ns7yZNmsisWbOMMCikGtGwggQ8CVBI9cQTv8pffvlFnn/+eZlpSHhQpEgRad26tTRWF8e8efNGbaKIt/LB7Nny9ttvy/bt27Xj3KVEEsw1X7582noWkkBaCVBITSs5f+2H65XXw/24ceOkXbt2gUnjZg8xAC3DC6NPP/3U2uQnCZAACaQgsGbNGrnrrrsE9052Q7l7+b293v4dYZRGjhxpL/L8rhM0Y7G0/5tvvhHcvOuMYVJ0VFhGAiRAAslNoHPnzjJq1CjtQeI3cPXq1do6FFJINaJhBQl4EqCQ6okn/pV4COjZo4cx7gkSG5SvUCGQ7RoxCPEfbqTTaidPnhR4nq5Tsb+QRXvLli2BJDC6/goUKCCD1JK5OkwypcPDsggQoJAaAYg+6ALXKXcge/u07OLDY8rjfvz48fZqY5IqRyNukAAJZFgCEFE/+uijFMffvXt3GTZsWIpydwFe2OzcuTPsWKrYP15C6qFDhyR//vzuQwhs2xP3aRuwkARIgARIIOkIDBw4UPr27as9LuQxOXjwoLYOhRRSjWhYQQKeBCikeuLxR+W5P/+UiRMnBt40nThxwnNSuIm+9tprpUyZMpL/8ssld+7cklsJq7kvvjjwHVn9/vjjDzl27Fjgv+P/fsKLAzEKv/76a0/BA4Mji/bDbdpIt27dwl4C5zlpVpKAgQCFVAOYBCr+U12/smbNapwxridWrGU0opBqRMUKEiABDYG9e/cKEm0g87DbrrnmGuOLaHtbxBzVCbH2Nu7v8RJSz5w5I9myZXNPJ7j9888/y6WXXhrc5hcSIAESIIHkJvDqq68KYqHqLEeOHIIVpiajkGoiw3IS8CZAIdWbj69qjxw5IsOGDg3EQPHy7ormpBGj9YVBg6R48eLRHIZ9k0CAAIXUxP9D2LRpk5QrV854IO435RRSjahYQQIkoCHw8ssvSyeVjDM9BhHVlMDJ1G+8hFTMBw/GeCmus127dqXKs1bXB8tIgARIgAQShwDCYjVr1kw7Ybx4M/1eYAcKqVpsLCSBkAQopIZE5L8Ge/bsCSxVW6Bu/HUeGNGY8c033yxPdewoNWvWjEb37JMEtAQopGqxJFThIPXipU+fPsY5V6pUSVatWhWsp5AaRMEvJEACYRB48cUX5emnn07REnHbDx8+nKLcXQCvVSzrT20CT6zkWb58uaO7unXrBkROR2EUNq644go5cOCAtucNGzZ4vrzS7sRCEiABEiCBhCWwQiV8rlatmnb+WBWGlQwmQ3gtOD1YhpViDRs2tDb5SQIkYCBAIdUAJhGK9+3bJ2++8YYsWrQokGk20nPGjXrNWrWkVatWUqJEiUh3z/5IICQBCqkhEfm+gSl2oTXxJ598UpBZ2zIKqRYJfpIACYRDwCSk5smTJ0XyKV1/SDCFRFOJZLgnMyUAxT0hY9cn0tnkXEmABEggfQS+/fZbue6667SdIE8BwmzRSIAEIkuAQmpkecatt927d8uyZctkufoPCaq83jyZJlmoUCGpoDL7VVL/4bNgwYKmpiwngZgQoJAaE8xRHaRo0aKCGIYmmzNnjuPNN4VUEymWkwAJ6AjohNQGDRrIhx9+qGvuKLvpppsC906IJ59IVrlyZWMW5pkzZxqXeCbSMXKuJEACJEAC4RHwSkKI1RbxCgkY3uzZigQSkwCF1MQ8b56zPn36dCBpFBIOHD169H///fsdS9GQkCqQhOrfBFRY1lZRCacFChTw7JeVJBBrAhRSY0088uNlz55dcE0y2a+//iq5VEI8y3r16iXwELMMN4Be+1vt+EkCJJAxCeAlMl7IWAbvGzw0InZqKHv//felcePGoZr5rt7L03/ChAnStm1b382ZEyIBEiABEogOAYSxQc4BkyEUIJ7/aSRAApEjQCE1cizZEwmQQIQJUEiNMNAYd3f8+HG55JJLjKMiDtO5c+eM9awgARIggdQS+OeffwIPlEjQ6WXIbI84o4gflxb78ssvpXnz5o5dly5dKpdffrmjLBob999/v0ydOlXb9VCVlLR79+7aOhaSAAmQAAkkH4FQ99uoT7SVF8l3lnhEyUaAQmqynVEeDwkkEQEKqYl9MpEJG55TJsubN29YyWBM+7OcBEiABNwEVq9eLVj6HsoQF9Xu/R6qvbt+7dq1gdU89nIk7UCYpGgbYku/8sor2mHg1Y8kfzQSIAESIIGMQQAep+eff74xCfV3330nRYoUMcLo3bu3IEygZfXr1w/kSLG2+UkCJJCSAIXUlExYQgIk4BMCFFJ9ciLSOI3OnTvLqFGjjHtXqFAhENPZ2IAVJEACJKAhgJc0zz33nCCEEQxepY0aNRJ4Y2JZ+8SJEzV7OYu2bduWrkSa8RRS+/btKwMHDnQe0L9biDM9duxYbR0LSYAESIAEkpMAVlkghJ/ONm/eLIgJbrLy5cvL+vXrg9VPP/20jBgxIrjNLyRAAikJUEhNyYQlJEACPiFAIdUnJyKN06hSpYqsWrXKuHeHDh1kzJgxxnpWkAAJkICbAMKBIBac+4ERCabmzp0bCCeCZYxeVrZsWdm4caNXk5B18RRS4UnbtWtX7RwRbmD69OnaOhaSQDwI/Pjjj/Lmm286hoZX9cUqV0O8DMl5EE9YZ1gtgxcSNBJIJALIebJnzx7tlJcsWSI1a9bU1qGQQqoRTcQrxo8fb1yNh+emGjVqRHxMdhgdAhRSo8OVvZIACUSAAIXUCECMYxf58+cXPKyY7IMPPgh4kdnrhw0bJvjPMiSbQhB9GgmQAAmAwLx58wSiqdtQNnv2bEGyqVCGB5lHH300VDPP+ngKqRCl2rRpo51f3bp1ZeHChdo6FpJAPAisW7dOsALFbnv37pWrrrrKXhTT71jqfPXVV2vHRHgOhOmgkUAiEbj55puNLwhnzZolTZo0MR4OhVQjmohX3HLLLbJhwwZtv3hBOnz48GAdVt+MHj06uH3hhRcG7nOCBfwSVwIUUuOKn4OTAAl4EaCQ6kXH33VI+IJ4TciebTIsy8VSJLvBCwQih93QF40ESIAEQMAUMgRCKpb1I7ablyEMABJR5cqVy6tZyLp4CqkQjE0PxXggxtxoJOAXAqdPn5b9+/c7pgMRFfcI8TLcf8DzVGdIkun2eNe1YxkJ+InAbbfdJp9++ql2Sq+//ro88sgj2joUUkg1ool4RbVq1WTFihXafuGpbxdO8Txk946HF/+xY8e0+7Iw9gQopMaeOUckARIIkwCF1DBB+bAZvE2KFi1qnNkFF1wgeLhyG4VUNxFukwAJ2Ak89dRT2pAgLVq0ECwh/vzzz+3NU3xHu2nTpqUoT21BPIXUZcuWGZdpXnfddfLNN9+k9nDYngQyFIEzZ85ItmzZtMcMgffs2bPaOhaSgF8J3HvvvTJz5kzt9LDSq1u3bto6FFJINaKJeEWdOnVk8eLF2n7xMtgecoRCqhaTbwoppPrmVHAiJEACbgIUUt1EEmcbb7+9ls4WLlxY9u3bl+KAKKSmQMICEiABGwGTkDp16tRAlmFkL/ay5cuXS/Xq1b2ahFWH36c33njD0bZTp06SO3duR1k0NrZs2SJlypTRdp0vXz7PkCranVhIAhmQAF7omgTTU6dOSfbs2TMgFR5yohLQ3T9bx9KrVy8ZNGiQtZnik0JqCiRRK/ASvCF228ObUUiN2mmISMcUUiOCkZ2QAAlEgwCF1GhQjU2frVq1kilTphgHM8Xx090Icmm/ESMrSCDDEdAJqUiy8cADDwiy2XvZf/7zn0DM5UyZMnk1832dV3xHhC6Atx2NBEjAm4BXlnPEZjct/ffulbUkEB8CEEuHDBmiHRz31mPHjtXWobBnz56ye/fuYD1C5bRu3Tq4zS+RI4A4qEgYqbNRo0ZJx44dg1UUUoMofPmFQqovTwsnRQIkAAIUUhP37+DGG2+UrVu3Gg+gf//+8uyzz6aop5CaAgkLSIAEbATef/99eeGFF8TyPMXyXFxPHn74YTlw4ICtZcqvHTp00IYFSNnS3yXHjx8XxHE02cmTJwVJKWgk4AcCBw8eTLHk+MEHH0x3nOL0HluRIkWMSaWQ/dyUjCq943J/EogGAXgy9ujRQ9s1vCDfffddbR0LY0ugX79+MmDAAO2gAwcOlD59+gTrKKQGUfjyC4VUX54WTooESAAEKKQm7t8Blrf+9ttvxgNYs2ZNiiy+aEwh1YiMFSRAAgYCiDeGuGOhbP369YLMxoluEJERx9ESk93Hg9/OK664wl3MbRKIC4F169al+L1HHHUknIqnlSxZUrZt26adwhdffCGlSpXS1rGQBPxIwCukFhJRffLJJ36cdoab0/Dhw6V79+7a44Zn8ODBg4N1FFKDKHz5hUKqL08LJ0UCJAACFFIT8+8ASaRy5MghpiX5WFaL+GO6RA+4ERwxYkTwwM877zzZvn17cJtfSIAESMBN4J577pH33nvPXezYzpw5s5w4cSJwbXJUJOhGnjx5jNl7IQ6VKFEiQY+M0042An4VUitVqiR4qaszZNWuUqWKroplJOBLArNmzZJmzZpp54YXiHiRSIs/AYRYaN++vXYi7lUzn332mbzzzjvBtni2GjNmTHCbX+JLgEJqfPlzdBIgAQ8CFFI94Pi4SpfN2j7dnDlzenqr2tvyOwmQAAl4EThy5IgUKFBAzp0759VMKleuLCtXrvRsk5rKH3/8Ud58803HLojfGotkUxgUy44RK1VnFIF0VFgWLwJ+FVJvv/12WbRokRbLggUL5I477tDWsZAE/EhgyZIlUrt2be3UEEd8165d2joWxpbA5MmTjfFnEfLkrbfeiu2EOFqaCVBITTO6jLPjwoULZeaMGQHvsqrVqsmdd94pl19+ecYBwCONGwEKqXFDn66BEePHK+kLPKVMy+nSNTB3JgESyHAEkLQByRtC2dSpU6Vly5ahmoVdr3th9P3330uhQoXC7iM9DcuUKSNbtmzRdjFv3jy56667tHUsJIFYE/CrkNq0aVNBzGWdzVDPPfB0p5FAohDYvHmzlC1bVjtdJFb7+eeftXUo/OqrrwRJYO0Gb+3ChQvbi/g9AgQ++OADady4sbYnXJNCra7R7sjCuBCgkBoX7IkzKG5+Gt99t2PCWGpbq1Ytaa0y5NaoUcNRxw0SiCQBCqmRpBm7vurVqyfw5jBZixYtZNq0aaZqlpMACZCAgwASSeH3wLJbb71VevfuHXjBixvZnTt3WlXaT8QT/eWXX+Siiy7S1qelMN5CKu7Dli5dqp06lgK2atVKW8dCEog1Ab8KqQ899JBMmjRJi2PixInSpk0bbR0LScCPBLBCwZQgDc/uf/75pyC0ls42bdok5cqVc1Tt3r1bihYt6ijjRvoJfPrpp4KYtTqDmA0HNlpiEKCQmhjnKW6zxI1EP01mbWtCyMwNT5BahqUEVjt+kkBaCFBITQu1+O+DBBL79u0zTmTcuHHSrl07Yz0rSIAESMAiMHfuXGnUqJG1Gfi04r19/vnnUr16dUedbqN+/fry4Ycf6qrSXBZvIbVJkyYye/Zs7fxHjx4tTz75pLaOhSQQawJ+FVIRisMUb/Cll16STp06xRoVxyOBNBM4fvy4XHLJJcb9UW8KPUMh1Ygt4hXw9EV8Zp0hLjNC89ASgwCF1MQ4T3Gb5Wb1hgoPMH/99ZfnHG5SS8x69OghVatW9WzHShJIDQEKqamh5Z+2SCJ15swZ44QQpwnxmnS2bNkyh7cq3qJDeKWRAAlkTAJYqogli3aDkAqvDiyj/+233+xV2u9IwgHhMZIWbyH1kUcekTfeeEN7SAMGDPAMr6LdiYUkECUC+Pfrjje6YcOGmIXBMB1Wnz59ZNCgQdrq559/Xp555hltHQtJwI8E/v77b8maNavxmR0eq0WKFNFOnUKqFktUCrdu3SpwRNNZ6dKlHSF78BuPFz6WQQg/cOCAtcnPOBOgkBrnE5AIwyPL38cffxzIdFu8eHEpVqyYFCxYUA4dPCgfqjhck1RQ5IPqO6yiesPSs2fPFMsDEuE4OUf/EaCQ6r9zEmpGSPySL18+YzNkzsbyInzq7LHHHpPx48c7qv755x/HNjdIgAQyBgGIpIjt5k4kBSEVDxfhLF/Pnj27HD16VPAZSYu3kIrVQIgPq7POnTvLiy++qKtiGQmQwL8EhgwZIr169dLy6N69uwwdOlRbx0IS8CsB/F4ijI3O8ELjpptu0lUJhVQtlqgUeoVgcCcFw/MQnossu/jii+XYsWPWJj/jTIBCapxPQDIMf/bsWUE8rlfGjBGIKLCaNWvK0+omH29WaCSQVgIUUtNKLn776Zbh2mcDkfXQoUP2Isd3CqkOHNwggQxNwBRLrEKFCoEXNuEs17/vvvtkypQpEecYbyHVK6kfYj+++eabET9mdkgCyUTglVdeMYbAePzxx+W1115LpsPlsWQAAhDi9uzZoz3SJUuWBJ7PdZUUUnVUolPm5XCSP39++emnn4IDU0gNovDlFwqpvjwtiTmpU6dOBZaZjVU3Hr/++mvgIOrUqSNPKq8RUxbBxDxSzjpWBCikxop05MbxijmGUSpWrCirV682Dkgh1YiGFSSQ4Qh88sknKTIJAwK8MRHb0CuEiAUrWhnsv/jiixRZvZcvXy4FChSwho7q56uvviodOnTQjoGQTMgMTCMBEjATePvtt+XBBx/UNrj//vtl8uTJ2joWkoBfCWC1xsaNG7XT8wpxQyFViywqhX/88Udgla+ucyTEPHHiRLCKQmoQhS+/UEj15WlJ7Ent378/kI3uhC1uGS7sT6gbfgirNBIIlwCF1HBJ+add5cqVPYVSJEBBIhSTUUg1kWE5CWQ8AjohFWFBXn/99bAyaiOe2OHDhwNx45KN3tSpUwVij85uvfVWQbxpGgmQgJkAkrWZYic3bNhQ5syZY96ZNSTgQwLIBo+VHDrD7yZia+sMv5PTpk1zVGFlgyk5laMhN1JNIEuWLNpYtpkyZQqEMrLCn1FITTXamO5AITWmuJN3MMQwXKO8zHARXrBggdZLpFSpUrJg4cLkhcAjizgBCqkRRxr1DrF03wrxoRsMDyZ4QDEZhVQTGZaTQMYjoBNS27VrF1j6Fs6y/ocfftiYkCnRaX700Udy1113aQ/DnbBC24iFJBAjArt375bevXs7RsOyeq946o7GUdowhQ7BcAhRhqXQNBJIJAL33nuvzJw5UzvlYcOGSbdu3bR1LIwtAcQ6tVbvukeGRyo8U2EUUt10/LVNIdVf5yPhZnNYxTqcoS7Y06dPl+/37TPOH1kEH1Rvtvr162dsw4roEUCijsZ33y0IvwCbqgTvyy67LF0DRqNP94QopLqJ+HsbGUPPP/98wafJ8NY7b968pupAUHXcONiNyabsNPidBDIOAQgwiMFut9atW8sNN9ygfWFrb4fvEGLhoZOMhhApWAGgs8KFC8s+j3sy3T4sI4FoEVi3bp0grrHd9u7dK1dddZW9KObfdXGOrUlgJR2S7dJIIJEI6JwRrPkjsdqgQYOsTX7GkcCVV14pP/74o3YGiJGKWKkwCqlaRL4ppJDqm1OROBP566+/ZNnSpQHvU7ytdWfTtR/J9f/9r7Ro0UKaNm0qePtCiw+Bpeo82bMbr1U3tQULFkzXZKLRp3tCFFLdRPy9/fvvvwffoupmesEFF8jp06d1VcGy9u3by9ixY4PbWObiJcwGG/ILCZBAhiCAxFH23zPTQeOFzYEDBwRL6JLRtm/fLiVKlNAeGpZjHj9+XFvHQhKINQG/Cqlff/114KWMjsf1118vO3bs0FWxjAR8SwBi6ZAhQ7Tzg8hqv7/WNmJhTAjg+rJz507tWLt27RIkDYOhjT2vBBzTkECT5g8CFFL9cR4SYhbff/+9vPvuuzJD/eeVdRvu6Fi6CwH1pjJlEuLYkn2SbdTyxo8//jh4mJEQUqPRZ3CC/36hkOom4u/tn3/+2dPbtEiRIvLdd9/5+yA4OxIgAV8TwP1FOMv6o/3QCJGlU6dODlZIThOr5crwWjEltsILqD///FPOO+88x/y4QQLxIOBXIRU5HeC9rTN4jP3www+6KpaRgG8JYPl+jx49tPPDsn88x9PiT6BcuXKCBF8627JliyA8D83/BCik+v8cxXWGZ8+elYUqruk0ldRg1apV4rXEtmzZstJSvSVp0KCBMRtdXA8mgw4+6qWXZPjw4Y6jT6+QGo0+HRP8d4NCqo6Kf8uwDK58+fLGCd5xxx2BGMrGBqwgARIgAUVg27ZtDm+NCy+8UOrWrRuIKYawNGfOnAnJCcmWkHQpWqZbFowXzoUKFYrWkI5+vTL/ouHRo0clT548jn24QQLxIOBXIfXYsWPGfyP06o7HXwrHTC8BJJR69NFHtd0gzA3C3ZgMsVXt4SyuvfZaY1+mPlgeHgHcm3z22WfaxitWrJAqVapo61joLwIUUv11Pnw3mw5PPCEffPCBcV64SW+ilu23bNlScMGlxZcAlkAj5sqePXtky+bNgXOH725LjZAajT7d8zFtU0g1kfFn+YgRIzwD2Q8YMED69u3rz8lzViRAAr4gAHEDoqn9gQ6xFBFTMdxl/bfffnvgJTA8M6Nl8RZScVzZsmUzisqIL1u0aNFoHT77JYGwCfhVSIXXNpbK6gze3KiP5jVENy7LSCA9BGbNmiXNmjXTdhEq7u8jjzziSM5Yp04dWbRokbYvFqaPABJFImGkzuDAhnsgmv8JUEj1/zmK6wzxj/mRNm0cc8BNRdWqVQPiaV3lYYbkMjR/EEDcOMQuDWWpEVKj0Weo+Vn1FFItEonx2bx5c5kxY4ZxsojzU7FiRWM9K0iABDI2AXiilixZMgUES0gNd1n/xIkTpY3r3iVFp+ks8IOQevnll8vBgwe1R7Jx40bBSiEaCcSbgF+FVHDJkSOHwLtbZydPnhR4w9NIIFEIIHdJ7dq1tdNF3E3E3zQZhVQTmciXez0vvffee4HcMhgVIdMQgsQyvOApVaqUtcnPOBOgkBrnE+D34bG0v0Tx4oFs70jccN/99wv+8ac3UZHfjztR53ef8gxevnx5yOmnRkiNRp8hJ/hvAwqp4ZLyR7ubbrpJvvjiC+NkkIwKDy1ehmVJI0eODDbBTQMSQtBIgASSn0C/fv0Enutug5CKuGHhLOtHUjvED73kkkvc3UR02w9CqnUTrzuwxYsXS61atXRVLCOBmBKAeIMkOHZ77bXXYhZP2D6u+ztiGh85csRdHNi2Z8/WNmAhCfiMwGa1GtH0Au3SSy8NCHOmKVNINZGJfLmbtX2Et956Sx588MFA0fjx4wXx3i1D4m6s2qH5g4B1D5bsKy4zqdie//gDeeLNAu7nR9UbkU/VTTkSSdH8S6CtWpaB2CpuO3HihKMoNUJqNPp0TMZjg0KqBxwfVnk9kGC64VyGccOAGwe7hbOfvT2/kwAJJCYBZKFHNnq3QUjt37+/tG7d2l2VYhteq3PmzElRHukCPwiplSpVkjVr1mgPze7Vom3AQhIggUD4C4QN0dm3334rxYoV01WxjAR8SQAJXa+++mrt3EKFq3CLe1zar8UYkUIkqnz55Ze1fY0ZM0Y6dOgQqKOQqkXkm0IKqb45Ff6dCISNLMor7JVXX/XvJDkzTwL3qyRgSLxhWWqEVGsf92c0+nSPQSHVTcTf24g1hphiOsucObP89ddfuipHGYVUBw5ukECGImC6hiCJJV6ozJs3LyQPZCVGduJomx+E1DvvvDMQC1Z3rPDux4MxjQRIwEwA2bG//PJLbQNk1S5Tpoy2joUk4EcCx48f91yNgXokUtMZhVQdleiUPfPMM/LCCy9oOx88eLD07NkzUEchVYvIN4UUUn1zKvw7EcQsgwhSXC3xpyUmgWiIntHo002XQqqbiH+3Q928wVv10KFDIQ+AQmpIRGxAAklLwCSkIpvwAw88YIxlaAHBqhlcZ0KFELHap+cTXmzuB6Hhw4cbs4CnZyzTvkj0OX36dG31sGHDPJP/aXdiIQlkMALI+bBy5UrtUSNUVvXq1bV1LCQBPxJAgmD8jpocF+CxWqRIEe3UKaRqsUSlcMiQISnCnVgD9enTRwYOHBjYpJBqUfHnJ4VUf56XQBbWa6+91jG7Rmq52sujRzvKuKEngIRLZ//1jDs/SxapZQi8rd/bXHr69GnZt29f4D/Ee8Q2kj0UUP9do5b/ZFFj+dGiIXpGo083OwqpbiL+3Z49e7Y0adLEOMFy5crJhg0bjPVWBYVUiwQ/SSDjEdAJqYh1umDBgrAS1d2nVl9MmTIlw4B74oknBLEmdda7d+8UQq+uHctIICMT8PLqnj9/vtSrVy8j4+GxJzP8CgQAAEAASURBVCABxEL95ZdftDNHDFXkM9DZ888/L3Pnzg1WlS9fXl7latQgj0h+eeWVV+TJJ5/UdtmxY0cZNWpUoI5CqhaRbwoppPrmVDgncubMGblaxQSzW6NGjeRVww2zvV1G/46g9rfa3iDnzJVLvvnmm3Rh+f777+XFF1+UD5RYZHrLB4+7e+65R1qqB7nChQuna7xI7xwN0TMafbqPm0Kqm4h/t7t06SIvvfSScYLwJps0aZKx3qqgkGqR4CcJZDwCbiEVv6V42MCLSySiCmUZTfiA58qgQYO0WNq3b8+HYC0ZFsaaABLFuQXJdevW+SJxLcKAwONdZ/D2RoJdGgkkEoFrrrlG9uzZo53yEuVoVLNmTW0dC2NHAM9DDz30kHbANm3ayMSJEwN1FFK1iHxTSCHVN6fCOZH0CKnjxo6V1bbkAznVUreMJMBiad0om6CTHiEVMdngXj9RxRo7d+6c8yQZtrJlyybDR4yQxo0bG1rEvjgaomc0+nSToZDqJuLfbWSHXrp0qXGC8Jp6/PHHjfVWBYVUiwQ/SSDjEfj0008dSekQUujKK68MZCGGJ42XwQsHWbbPP/98r2ZJVTdC3Wt069ZNe0wtWrSQadOmaetYSAKxJADRtEKFCo4hERoDSeTibe7lzPb5TJgwQdq2bWsv4ncS8D2Bm2++WTZu3Kid56xZszxXj2l3YmHECeA8NGvWTNsvXu4g1juMQqoWkW8KKaT65lQ4J5IeIbWDWur1wQcfBDvMkyePbFVxTjOCwVsU8Y6+V8vvLUuPkDpgwAAZP26c1VWqPuFF07NXr1TtE63G0RA9o9Gn+/gppLqJ+HcbD0QIe2GynTt3ijtcia7t0KFDBf9ZhiyjR44csTb5SQIkkMEIHDx4UAoUKOAQWHUIHn300cBDh64uWcvgtWISeu64445ASIRkPXYeV+IQ8LOQ2rlz5+AyWjfRkSNHClbb0EggkQjcdtttgpeSOmMSQh2V2Jd9/PHHgt9oncF7H6trYL/++qscPnw42Aw5a4oWLRrc5pf4EqCQGl/+xtEppBrReFb07NFDJk+e7GiTViEVcWEGGTLqYQB4v8Bj1RSHBm3efOstuf322/E1YGuUpzAy9UXS4OXXtGlTzy6jIXpGo0/3QVBIdRPx7/aFF14op06d0k4QP/ymkBjaHVhIAiRAAv8SePPNNwVL3ULZsmXL5NZbbw3VLGL169evlxo1ajj6QxihggULOsqiueHl1QIPQNxz0Egg3gT8LKQ+++yzgtiQOnvuuefCCimi25dlJBAvAl7hKrySEK5evVoQHs8yvMCsU6eOtcnPCBJAgjs4fukMCe6Q6I7mfwIUUn16jiikpu7E7N+/X8Ypz9G3VcwRt6VFSD1w4IBUqlhR/vw3YZXV5wUXXCAdOnSQ1ire43/+859A8bFjxwLi7asqcPTJkyetpoFPJMlYqh7uED8Vtli9IUSsyEhaW+WFg5s9L4uG6BmNPt3HQCHVTcSf2xBJvRKt5VJxivFWlUYCJEACqSXQUCXa/PDDDz13u+KKKwT3AXhpEytbu3ZtigRYiKdeqFChWE1BEO+utiGZ5vXXXy87duyI2Vw4EAmYCPhZSIWw1EM5Yejs6aefFoTPoJFAIhHQhciy5t9LrZQ0xdV2h7mAiLpo0SJrV35GkADiRpcpU0bbY9myZY2hGbQ7sDBuBCikxg2998AUUs18Tvz2WyCI9m4VSBvBtNeoN2iIBQPvUJ2lRUjFD807b7/t6C5nzpzyjvJ2veWWWxzl1sYWFb+tRcuWgvnZDTdoT6kMfDAKqXYyob9TSA3NyA8t4PVUqVIl41T4QG9EwwoSyPAEcL+D/yxDOA94uMNQjheSf/zxh1Wt/cTyWyzDjaX5QUjdtGmTlCtXTnvYl112mSAsAo0E4k3Az0LqWJVXAonZdJYRw4XoOLAssQjgGXbIkCHaSUNkxd+8ziik6qhEpwyev6ZwZ9ddd126k2RHZ9bs1U2AQqqbiE+2KaSaT0Qj5Z2yYcMGcwNXDbzhdqjlduEaklVUVEvi3N6oQ9Vb6/vvv9+zG8Qr66eWCdkNItKSf5PwwCtvz+7d9up0f8+nHpaQjMPLouE9Go0+3cdAIdVNxJ/beLuN7NEmq1+/fkiPMmvfBQsWyBtvvGFtBjxdZ8yYEdzmFxIggeQigOXx9mVs8OiEZycMcd4Q7y2U4Z7AJCiG2jet9X4QUpGwxxQvDStoTp8+ndbD434kEDECfhZSp0yZIq1atdIeKxO2abGw0OcEvLys7YmM3IdBIdVNJHrb0BoQOkFnWGGD51/YNpXjxp7IF7/r7dq10+3GsjgQoJAaB+jhDEkh1Uwp2kKqLjbq9f/9ryxevFgyZcpknpiqgfhaVrnqHz161NEOy/vxhileFg3RMxp9uvnYlz4ULlxYsmfP7m6Sqm14NiEGEC2yBBo3buxIcOfuPTVxxnRLkkze5u5xuE0CJJBYBHCvkyNHDvn777+DE8+WLVvQAxWhdPCb7GUXX3yxIMROrM0PQipitCNeu8kQtzq9v5umvllOAuESgGf0tGnTHM0R9zh37tyOsnhszJ07Vxo1aqQdOjUvgbUdsJAE4kAACaXgTa0zvJj85JNPdFVCIVWLJSqFJ06cEDh66QzXxePHjweqxo8fL3gusixe9zvW+Mny+dprr8mYMWPSfTh4mX327NlAPhwkEEtWy6QexPXrvn16xBRSzScm2kJqK+V1an/7g5n0HzAg8ANjntX/1eCCN88Vz61jp07SvXv3/2sU42/RED2j0acbC7yMTKEU3G3D2UZcW2aAD4dU6tqUKFFCtm/fbtwpNUlgKKQaMbKCBJKOwMsvvyyd1O+j3exC6uWXXx5yeToSOJqSxdj7jfR3PwipiE99/vnnG0Mb/fjjj0avl0jzYH8kkIgEcL9fq1Yt7dSRvA73LzQSSCQCXkkIb775ZkGiRJ1RSNVRiU4ZXh4jt4ROnkJ4o3PnzgUGppAaHf4DlK7Tr1+/iHVepUoVWbFiRcT681tHFFKVa3iyGN4irF+3Tns4fyu9fInyHLVbapb246GkRPHigjdFdtusgkIj3lg4htiqiE9jt2LFisnyzz6zF8X0ezREz2j06YaCDMhwm4fhBz692ZDh+dS1a1f3MNxOJwF4+lpvT3Vd4W0dHvbDMQqp4VBiGxJIDgIQKj5z/TZaQioSJRVXv8ehbLOKT37TTTeFahbxej8IqTgoeKiYkvl9/fXXYTGMOBx2SAIJQsDrhT2TviTISeQ0HQS8khBec801gvicOqOQqqMSvbKLLrpIfv/9d+0A1moSCqlaPOku/Pzzzx0hpdLaIbxaf/75Z3nwwQflrbfeSms3vt+PQmoSCalef23n1NJ6LAG3W2qE1C+//FLuvOMO++6B+KPrDG/vHA3/3cAP1K3VqzuqICLt+zfmm6MiRhvRED2j0acbB2Okuon4cxtvT+1Lc+2ztEQRe5nXdwqpXnRYRwLJRQBv8VetWuU4KCSaOnnypAwdOlR69uzpqHNv2GOJueuivX348GGZN2+eYxjEn8PDUSytSJEiwZiy7nFXrlwplStXdhdzmwRI4F8C9hf2bihIBrNz5053MbdJwNcE8HIRLwF0hlAwEH50hpAA9njlJUuWDPkbrOuHZeERyJ8/vxw6dEjbGPcXefPmFQqpWjy+KWSMVN+cCudEuLTfySPcrfQKqXib8IwraU79Bg1k3Lhx4U4h0A5erW4PPSS8MsVDSVXnaWgcDdEzGn26D41CqpuI/7b37dsnV111lXFi8CLev3+/sd5dQSHVTYTbJJC8BHRCKpJGwUusVKlS8tVXX3kefJcuXWTkyJGebZK9snTp0oKXwDqbP3++1KtXT1fFMhKIGQE801jJU6xB4fSApa3xNoS/MCVsRWiRAwcOxHuKHJ8EUkXgu+++k6uvvlq7DxwfkM8jVM4P7c4sjCgBeAfv2bNH2ydib+LZikKqFo9vCimk+uZUOCdCIdXJI9yt9AqpyHT48qhRjuGeeOIJ6e0SVx0NNBs11HLFb7/91lGzQnmGmH7YHA2jsBEN0TMafboPnUKqm4j/tidOnCht27Y1Tqy68s62v+E2Nvy3gkJqKEKsJ4HkIaATUidNmiQN1AtMxLQ2ebpbBOhxKVKjRg3jNRYZye+77z4LFz9JIC4E1qlwXBUqVHCMbQkFjsI4bPz222/GpFdZs2YVPI/RSCCRCMCRByG3TIZ6PyR6M80vo5R7vQTFS2R4BFNI9fdfA4VUn54fCqlpOzHpFVJ79+4tb6uHOLsNGjRIHlCxL1Jjd6sMoO5g3rM/+EDKly+fmm4i1jYaomc0+nQfMIVUNxH/bbtjKrlniKzbqcmMCA8zJKCxDG/NraDrVhk/SYAEkoNAt27d5AP122gZMszjAeLdd9+Vli1bWsXaTzwoYoli5syZtfUZpfDuu++WOXPmaA8X115cg2kkEE8CfhZS8bIGXno6w/1HqJc5uv1YRgLxJIC/WbwEQN4PncFjFSFhaPEloHuRbM1o9erVUrFiRXnnnXccuT0ggJti3Fr78jN2BCikxo51qkaikJoqXMHG6RVSn2jfPsUDyQQVMya1S+MefOAB+fTTT4Pzwpe09OPoIB0bjyqPwY8++ijQA24Mv1DLAOHtkx6LRp/u+VBIdRPx3za8TPCQZLJp06ZJixYtTNUsJwESIIEUBOrWrSuffPJJinJ7AV7iIKZbvAxJItzxE2+44YbAA2ws5/Twww8bkxw8//zz8swzz8RyOhyLBFIQ8LOQisma4rxTSE1xKlmQIAQQC/WXX37RztaUoBFhuOzxUxGODsvPadEh4HWfs2jRIqlTp050BmavESNAITViKCPbEYXUtPFMr5B6n/KAWb58uWPwyZMnS81atRxloTY6duwos957z9Fs8ODB0loJrLTwCVBIDZ9VvFoihtjBgweNwx85ciTdor2xc1aQAAkkHQF40SBh0+nTpz2PLd4PGmvXrg14jNgn+b1KKlmoUCF7UdS/w4v/pZde0o7DGLJaLCyMMQG/C6nw3kPcSJ3hepTRvd51XFjmbwJe8TeXLFkiNWvWTHEA7hVmEPLwO0uLDoGmTZvK+++/r+189uzZgtUmNH8ToJDq0/NDITVtJya9QupdKinDli1bHIO/pwTRSqnMettHxVSdpBJX2e25556Tto8+ai/i9xAEKKSGAOSD6gsuuEDOnj2rnQkSSZgeTrQ7sJAESCDDE8DLTMT99LILL7xQjh07Jueff75Xs6jW+UVIHTBggPTr1097rPBWfeONN7R1LCSBWBHwu5CKkCKmFzfwPM+RI0esUHEcEogIgZtvvlk2btyo7WvWrFnSpEmTFHUUUlMgiWrBgyps4Ntvv60dA0v6W7Vqpa1joX8IUEj1z7lwzEQnpN5yyy0yypUIybHTvxu4oXYvK0esjbRYFvWQcsUVV6Rl17jsk14htUH9+rJp0ybH3N+dMUOqVq3qKAu10aN7d0GSB7vh3DW75x57Eb+HIEAhNQSgOFefPHlScubMaZwFwkfAI5VGAiRAAhYBJGJ0PyC8+OKLUvnfF5ZI8Pjaa69ZzbWfeAjEw2A8zS9CKuKgPvXUU1oU8GiBZwuNBOJJwO9CKl7MnDp1SouIq2q0WFjocwK33XZbCi3AmjJC4kA0dRuFVDeR6G4jfvmrr76qHQT3QI8//ri2joX+IUAh1T/nwjETnZDqaBDDjbR4ZMZweo6h0iukPtKmjSxcuNDRZ1pim+qW9qclRIBjIhlwg0Kqv0/6/Pnzpb56+WCym266SRCLKTWGDLr2UAGIUVasWLHUdMG2JEACPiagS7CAa4kVi7x48eKyY8cOzyOYO3euNGjQwLNNtCv9IqTi3qJ169baw4Vn79KlS7V1LCSBWBHwu5CaL18+40vfeITriNV54TjJS+Dee++VmTNnag9w2LBhgkSPbqOQ6iYS3e2ePXvK0KFDtYNY52jx4sUyYcKEYBu89HnLteI1WMkvMSdAITXmyMMb0E9C6nSVPbdatWrhTTzOrdIrpOKiNlm509ttpPKUad68ub0o5PdH1RL+j9SDod0+WrBASpcubS/i9xAEKKSGABTn6u7K83r48OHGWdx3330pPLONjf+teOyxx2T8+PGOZv/8849jmxskQAKJSeDEiROCrLPuf9OWkAqvMCS4MGUbxlEjnuHx48cFy3HjaX4RUr1eaKXlZVY8mXLs5CSA1Svbt293HFypUqUEoYH8YLqXO9a8vvnmG7nuuuusTX6SQEIQ0N1LWxPv1auXDBo0yNoMflJIDaKIyZeBAwdK3759tWM9++yz0r9//8DzEM6lZRdffHEgrJG1zc/4EqCQGl/+xtEppBrReFakV0h9ceRIGan+s1taYps2athQNmzYYO9G1qrM5gULFnSUccObwO7du4PeiEjWdf311xt3wA35HXfcYaxnReQJeC0dwmgIZwHv7NSY7ubPLbqkpj+2JQES8A8BZJHHA4LbLCH1ww8/lIbq99PLkCQDyTLibX4RUleuXGkMP1SkSBH57rvv4o2K45OArwkgqQ48v3RmynCua8syEvALAYilQ4YM0U4H99ljx45NUUchNQWSqBbgGalz587aMaxEkXAsoZCqRRTVwp9//llwbxXKEJ7hxx9/DNzXQvhOVsukHsQTyqWJQmra/hTTK6ROUUvkevTo4Ri8ffv20ueZZxxloTbKlS0rP/30k6PZLiUKMmC9A0nIDYjRiA0cjl122WWOJeHh7MM2aSeAS+pVV10lWPZmsq+++kpKlixpqtaWU0jVYmEhCSQFgRtvvFG2bt2a4lisLMJeyResnaZOnSotW7a0NuP26Rchddu2bcbrLL1X4vbnwYETiABe3uAljs5WrVollSpV0lWxjAR8SwBLw93Ps9Zksez/XbXa1G0UUt1Eors9ceJEadu2rXYQrGyFiEohVYsn6oXLli0TvLQP17BC0xSmIdw+/Nwu4YTUc+fOyU1qGfhvahlcvO3999+XcuXKxXsaYY2fXiH1k08+kYcfesgxVoUKFeT9VCRrQAbzoldfLX///Xewn4suukh2qgQbtNQRoJCaOl6xbL1r1y659tprjUMitqn934CxoauCQqoLCDdJIIkIXK1+G90eklmyZAkkejnvvPMECeqOHTvmecS//vprYPm/Z6MYVP7xxx8pXiQVLVpUzldJOmNp8Ia48sortUNmzpxZ/vzzT8EnjQRIQE8A4btmqMSyOkPy3tq1a+uqWEYCviXgJdJhNRmed90GByD8vlqGeJxcSWnRiPwnxOwWLVpoO8bLYrw0ppCqxRP1QgqpTsQJJ6Q6p8+tcAmkV0j94osvpN6ddzqGy5Ytm+zcuVOyhPlwBC+VJo0bO/q4/fbb5U0Gh3YwCWfjhx9+kEKFCgWaLl++XCpWrGjcDcJdrB9gjZPJABUIft6uXTvjkebMmVOQOCq1RiE1tcTYngQSh4BOSMULGfzGrl69WipXrux5MIiLasqu7bljElf+/vvvgpe1Jvvll1/kkksuMVWznASiTgDLJD/66CPHOE2aNPH8u3U0jvLGww8/bEzgAk9Vr6SaUZ4auyeBNBGAE1TTpk21+958882yfv16bR0LY0fAK745kmkiqSaF1NidD/tIcASCU2Mowyor3L9iWb8ubFWo/ROlnkJqopypdM4zvUIqElxgWf7hw4cdM8ENYGmVgTwc08VZHaHirpreOoXTZ0Ztw2RT/j3z7iVA7pkWK1ZMvk2DFzaFVDdJbpNA8hCAx+bevXsdB/T2228Hss57ZbC1dkDiy88++8za5Oe/BBAjHKthdAbeCMNCI4F4EVincgRgdZfd/PR3+cQTT8hrr71mn17wO7zGsBSaRgKJRGDp0qVSq1Yt7ZSvueYawaoyWnwJwEGoRo0a2klYseAppGrx+KaQyaZ8cyo4kUgQSK+QijkgudTrytvObg88+KA2w6G9Db5DiK2uHvTsSxfhKbl5yxbJly+fuzm3QxCgkBoCUByr4R0M72uT3ak8u90eKKa29nIKqXYa/E4CyUUA3qf2B7isWbMKYsLD3HW6I3/99dcFL3FoTgJ58+YVeP3pjDEedVRYFksCfhdSu3XrJiNGjNAieUutJkPsZhoJJBKBLeq5s0yZMtopX3rppdrfCzzD2kNyISQMQu7QokNg48aNAu9gnSE/CK6bixYtEqwAtAy5Vt555x1rk59xJkAhNc4ngMNHlkAkhFQkwqirluLbDd4ea9UFLZQYOuu991JkKb9JebLOdy1psvfN72YCFFLNbOJdU6BAgRQJ1exzekYlaEOG7tQawmvYYzfhJq5r166p7YbtSYAEEohAqJjL1qHs27dPChcubG3G9fPgwYMyc+ZMxxweUjHWEdYk1obYskePHtUOi1h5bdq00daxkARiQcDvQiqWZJruV1599VVB0lkaCSQSAfxWmlYi4L4asbPh6GM390qzOnXqBIQ8ext+jxyBb775RiDE6ax48eLy9ddf66pY5iMCFFJ9dDI4lfQTiISQilncWr26w2sGZVWrVpUpU6YYY6UuWbw4kH3P8q7BPjAISo/zJux/MFL5fwqpqQQWw+ZeS0kxDYihCGhPIwESIIFQBEaq8DehXpgg6cX+/ftDdRWzenjku+N2f//998G43jGbiBoIyaaQdEpnY8aMkQ4dOuiqWEYCMSHgdyF1yJAh0qtXLy0LeKo+/fTT2joWkoBfCSBp1MUXX2yc3vHjxyV37tyOegqpDhxR37A/47oHQ34Q3E/Q/E2AQqq/z0/Ys5syebJMmzYt4KqPN1C3160r9erVk8suuyzsPpKhYaSEVLyBHvTCCymQ3HHHHYEl/vlsXP/5559AQOiOHTsKxrcbLoTLVAwUJKyipZ6A/UeGyxNTzy9aeyCJlPsGzD0WMlrz795NhdskQAI6AtXVy8vPP/9cVxUsg1cYfpv9Yn4SUhHzbs+ePVo0Q4cOle7du2vrWEgCsSDgdyH15Zdflk6dOmlRDBgwQPr27autYyEJ+JUAnk2RgBfL9XWGEHRFihRxVFFIdeCI+gbEbFMiyDx58hhXmUR9YhwgbAIUUsNG5d+Gb7zxhjyr+ZGH637t2rWlVevWcuutt6Zw4ffvEaV9ZpESUpG0oZ6K8bh9+/YUk0F8Enja4RPZcPEwhYuhzhDHpJY6B7S0EaCQmjZu0d7LK4g9xkZcpk2bNkV7GuyfBEggCQggtide+tpjs+kOy2/Zs/0kpJYsWVK2bdumwxaI+96vXz9tHQtJIBYE/C6kIvbyo48+qkUBT9VBgwZp61hIAn4m4BXyZfPmzYLQc3ajkGqnEf3vCK+AOPE6s8eP19WzzB8EKKT64zykaxZNGjf2TPqCzuGl2rlLF2nUqFFSB46OlJAKZrt37w7ESoVnXVqs9QMPyODBg9OyK/f5lwCFVH/+KcBDw+vBvEWLFgEP+bTMHg9cc+bMCe6KF0IDBw4MbvMLCZBAYhHAy173sn2IogiXA8MLxwfU76WX4Tpw7NixuMQfNc3LT0IqElYgcYXOevToIVi6TCOBeBHYsGGDVKlSxTH8zp07U3jEORrEcANhu1q1aqUdEavNRo0apa1jIQn4mUCxYsUCz7K6OS5ZskSQGd5uFFLtNGLzPXv27HL69GntYAgVOGPGDMFvuGW5cuUSxFal+YMAhVR/nId0zaJB/fphe39h+VcXFeunvtoH2fiSzSIppIINvOrww3L40KFUoUI8sl69e6dqHzZOSYBCakomfijBC5m5c+cap5KemGKPPfaYjB8/3tE3lijRSIAEEpOAdaNpn/37778vjdVLYFjTpk0F215WqVIlQXgXP5mfhFSI0itXrtTiefLJJ2X06NHaOhaSAAmIzJ49W5o0aaJFAU9V9z2JtiELScBnBJD5HS8xdDZr1qwUf/MUUnWkoluWN2/eQFhG3ShIIPmeSmKN5yLLEPcWL5Vp/iBg3d8mewiYTOpBPGmfxN9TWWM7d+4sukNEjEK4jrtjpFx//fXStVs3QczPZDKdkFpYxYBZvXp1mg8TImrPnj3l008/Dbn08Nprr5Wn1Nvru+++O83jccf/I0Ah9f9Y+Okbsknu2LHDOCV4RpUtW9ZY71VBIdWLDutIILEI4Ib/0ksvTXF/YgmpWI5evnx5OXXqlOeBwSu9T58+nm1iXeknIfX++++XqVOnahHQo06LhYUkECSwcOFCuVOF89IZ/m1NVnkoaCSQaARuv/12WbRokXbaCGcB4dRuFFLtNGLzHXFqTUmlUI5rE4XU2JyLtIxCITUt1Hy4DzLGz5s/P5DsCMJhqVKl5MYbb5T8+fMHyr7dtUvenT494CJ+8uTJ4BGULl1auiuXcSR6oHkTQEbcmcrFfodyqT+gvh9SAmvOnDmloEooVUhlE0Yc2pq1amWIWLTepCJXSyE1ciwj2RPeiCIjqMmwTOWCCy4wVXuWU0j1xMNKEkgoAh9//LH2ha0lpIYKE2IdLEJ+wLvGT4YVK+6X0Vu2bJErrrgi5tPEKoBu6uW4zlA+bNgwXRXLSIAEFIHPPvsscA+vgwHP+VAe87r9WEYC8SbQvHnzwHO/bh74TXD/ZiBuql3Uy5cvn1SuXFm3O8siROCGG26Qr7/+WtsbylesWEEhVUvHH4UUUv1xHmI2C2TbxhKViepNlF1QrVChQsBDtWLFijGbCwcigVAEKKSGIhT7eiSEQSZQU2IYxPsJ5V3mNWsKqV50WEcCiUVg3rx50qBBgxST/uSTTwJJG6tVqxZ4UEjRwFaAFzdISIU4qTQ9AdzX2b1W7K0ef/xxee211+xF/E4CJGAjsH79+oBnvK0o+BUvSxYsWBDc5hcSSBQCuPaPGzdOO10mUdNiiXkh9Be8KNYZyvFy1v7bzqX9OlLxK6OQGj/2cR0Z2eZfeeUVeXvSJEeQ48oqGDzeUCFxAY0E4k2AQmq8z0DK8b/77ju5+uqrU1b8W1K4cGHZt2+fsT5UBYXUUIRYTwKJQ0AnpGbJkiVw34EXLlj2j/BDXtasWTOZqUIY0cwEsKwfS5B1xqXJOiosiyUB3De4k68OGjRIkFXcD4YQIyVLltROBSv2li9frq1jIQn4mUBvlavD/e/Omi9/Vy0S8f2sXbu2IPGXzlC+S60oppCqo+OPMgqp/jgPcZsFlqcjG+W0adMCIQCsiSC75mPqTVaNGjWsIn6SQMwJIKsr4vnCEAf4qquuMs4BnpDueD/GxqxIMwHECmvdurVxf4S4WLZsmbE+VAWF1FCEWE8CiUNAJ6Ti/gLL1earcERIfBnKdLHcQu2T0eqR/A9JAHWG8g8++EBXxTISiAkBeFbB88pue/fu9byns7eN9nfMpWjRotphEFLE5DGm3YGFJOATAsOHD5fu3btrZ5Pe1WPaTlmYagJeyXvxu/7TTz9RSE011fTvAEeucO6bXnjhhUCox759+wpCVSWrJXWyqUicNMQxa/Pwwym6uv6//5WHVXnLli0Z+zMFHRZEmwCyTYYbF++yyy6TgwcPRntKGb7/9u3by9ixY40c0pshmkKqES0rSCDhCHz77bfSqlUrx7wRmw1eXp06dZKXX37ZUafbgIc7PN1pZgLwXIFni85QjmSZNBKIFwG/C6kQKwoUKKDFgxiGW7du1daxkAT8TGDixInStm1b7RSxMiTUahDtjiyMKAGvRJFYaQJP+cUqD45lyD+B5zBadAnAIahmzZphD4IXFkOHDg27faI1pJCqOWOIkTpnzhyZrrxRv/jiC02L/yvapzLHIS4ijQRiSQDJPMqVKxcY8pJLLvH8G8ybN69geRYtugRCxTR899135d57703zJM6ePeuI34yO8uTJk+b+uCMJkIA/CZQoUUK2b9/uObnrrrtOvlEJHv1oWHL3zDPPOKb26quvxmW5sk6osiYGT8A1a9ZYm/wkgZgT0P19+skjFckzEXtQZ/BU3b17t66KZSTgawJIkta0aVPjHM+dO+eIPY54qvYVZRDx3L9xxs5YkSYCOucRqyPEPn/00UetTX7GkMDKlSulSZMmIUc8evSo/PXXX9JDJW4fMmRIyPaJ2oBCqu3Mbdy4UaaptxxYchduUhgKqTaA/BozAoyRGjPUYQ9UqFAh+eGHH4zt9+/fLwULFjTWs4IESIAEDhw4IFdeeaX8888/njDS6+Hu2Xk6K9euXSvuBJ3IeIxrZKwN2X3hOaczetTpqLAslgT8LqTiBS48vXR2+eWXC65XNBJINAJLly6VWrVqGaeNFwi5cuUK1iM82htvvBHcrlOnjixatCi4zS+RJ9C1a1cZOXKktmOUd+nSRVvHQn8QYIxUf5yHqM8CyaVmvfeeTJ8+XbDULhzLojxQb1MX0RZqWX9q3JvD6ZttSCAcAhRSw6EU2zaIq3T69GntoJkzZxa84c6UKZO2noUkQAIkAALvvPOOPPDAAyFhfPjhh2HFUQ3ZURQa+ElIhYBbpEgR7VGiHMl+aCQQLwJ+F1LBBavucP/iNmbJdhPhdqIQQMb3MmXKGKf7448/OkJaUEg1oopaxXPPPSf9+/fX9o/yZ599VlvHQn8QoJDqj/MQlVn8/fffAtdkJJL6eOHCsGOhYBlLixYtpKnKlIvl0jQSiBcBCqnxIq8f9/fff5eLLrpIX6lKEX4BL21oJEACGZcAXrRgieCZM2eCEBCns2zZssFtJKxD4jovO++88+TYsWOSM2dOr2Zxq/OTkIrlZaYM6Cg/cuRI3DhxYBJIBCEVnnknTpxIcbKyZs3quJalaMACEvApAcQX90rSi7A5CJ9jGYVUi0TsPkeMGCHdunXTDohyxJSn+ZcAhVT/nps0zwxB02eoOIWIVei1BNc+QLZs2eQulT0XSaXKly9vr+J3EogbAQqpcUOvHRhx9ipVqqStQ2EklpBOmTJFRo8eHRwDYgrj+wVx8AsJ+J7A6tWrpXLlyo552r26sJwfiV1CJQdspl7mzpw509GPnzb8JKRCtMZ9nM5Q/scff+iqWEYCMSGwY8cO6dChg2MsJFLJnz+/oyyeG5jLoUOHtFNwx5LUNmIhCfiMAEJWlCpVyhhnHKH+7C84KaTG/gTipfPjjz+uHRjleOmMWLeW4ff8+eeftzb5GWcCFFLjfAIiNTx+5JGVFd6ny1WmMXijhmMIJA3x9O6775actjgp4ezLNiQQbQIUUqNNOHX9IyNhz549jTshMPesWbOM9eFU6AKvh4qjGE6/bEMCJBAbAojrhbhfdrMLqUgKiHuPULZ8+XKpXr16qGZxq/eTkAoIiPGIB2edoZwJQ3VkWEYC/yMAzz148Onst99+861nvG6+LCMBiwBipCJWqs7cv7EUUnWUolsG55FWrVppB0E5Xkrjucgy+72UVcbP+BGgkBo/9hEZGV4GL6qHlvdU/NNwl25h+crdjRsHBFRTcoKITI6dkEA6CVBITSfACO9+zz33BK41pm5feOEF6d27t6k6rHIKqWFhYiMS8C0BZAm2e1Bgovab/1GjRknnzp09548QIggT4mfxz29C6qWXXmoMrQKWCL1CIwES0BMoUaKEbN++XVsJT9V8+fJp61hIAn4m0LBhQ0GscZ3Nnz9f6tWrF6yikBpEEbMvc+bMCTiz6QaEk9vtt99OIVUHxydlFFJ9ciLSOg3E8yl1441hxe9BdlkkjsJF07QELK3z4H4kEA0CFFKjQTXtfWKJ0FdffWXs4PPPP5eqVasa68OpoJAaDiW2IQH/Eqhbt6588sknjgnahVTcgyxYsMBR797Awx8eMPxsSNzp9tCfMGGCMVZptI+lcOHCsn//fu0wKC9YsKC2joUkQAIi5cqVk02bNmlRIFmbKZmbdgcWkoBPCNx3332B1aq66SAE4L333huseu2112TJkiXBbdzzM9lREEdUvixevFjqqMTeOkM5VvrRI1VHxx9lFFL9cR7SNYtOnTrJe4Y4YniDijhjEFC9Ak6nawLcmQSiRIBCapTAprFbL48ndBmJ5W8UUtN4crgbCfiEgE5Ivfrqq2XPnj2Bped58uQRJK7zMjzQmeKGee2Xkeu8POrgaYcbfhoJkICeQLVq1WTFihXaSv770WJhYQIQaNeuneAFn84mTpwobdq00VWxLEYEdCtbrKHhAPfAAw9QSLWA+PCTQqoPT0pqp4QYJ/cpodQyJGe5tUaNwNJ9ZMrNkiWLVcVPEkgoAhRS/XO6EKcUy2z/+usv7aQQnw/ZutNrFFLTS5D7k0B8CeiEVDzMIakCvNbDiXsK0RXiKy18AkgUun79eu0OKL/55pu1dSwkgWgTwEqW5s2bO4ZBXocrrrjCURbPDSyhXbRokXYK7qQ82kYsJAEfEnj66aflxRdf1M4MYXY6duyorWNhbAh4xYxHLPknnniCQmpsTkWaRqGQmiZs/toJcVKLXXONQOiAG/hAFafwyiuv9NckORsSSAMBCqlpgBalXeznQjcEHojQJr1GITW9BLk/CcSXAGKkzp49OzgJvIBBIkwsUevbt68MHDgwWKf7co26n9m1a5euimUeBLySiiDZSA31gp1GAvEgsG7dOqlQoYJj6L179/pqpRziEZrCicBTtUqVKo75c4MEEoFAv379ZMCAAdqp4re4T58+2joWxoYAEtyZVgyjvEePHhRSY3Mq0jQKhdQ0YfPfTrcoT4NDhw/Ljh07JEeOHP6bIGdEAmkgYBfvVq1aJZUqVUpDL9wlEgSQ0A7JpkyGzJIrV640VYdd3r9/fxk2bFiwfebMmQWxoGkkQAKJTwBiCkQVL4MHxiuvvOLVhHUaAl5JRZBspH79+pq9WEQC0SeQCEJqS7Wyb/r06VoYiPl82223aetYSAJ+JjB8+HDp3r27doqI8T148GBtHQtjQ+Dnn3+WvHnzagdDOVbyDBo0KFiPRJxYiUzzBwEKqf44D+meRcMGDeTo0aOyUolNNBJIFgIUUv1zJrt06SIvvfSScULW0l1jA1aQAAlkaALHjx8PJGIyhQex4CSK6Ld58+YU4iSW0MdrubJXUhF4BLdo0cJCzE8SiCmBRBBS3RnL7YDgqYoXFTQSSDQCY8eOlfbt22un3aFDBxkzZkywrmvXro6XCUgei4RUtOgRQEi07NmzawdA+alTp7R1LPQHAQqp/jgP6Z7Fkv/P3lmATVF9f/wgXdItLcgflJCQBgkVCSWk5SUMVFKlu1taQaQbAZEUSQEJQbo7HhqkO/zPWX+7zOx77+zs++5O7H7P8+jOnHvn3jufeZnZ/c695yhZ3/gfY+UqVaLdFhoAAbsQgJBqlytBpLdslEc5adIkatKkiX0GjJGAAAjYisCyZcuoio/vKBwG4J9//iGedWF3EyWJOHPmDGXKlMmSoeslFeFkI59++qkl40KnIOAEIbVly5bSmfB4EYG/YacSmD59OjVq1Eg4/MaNG9PkyZM9Zd4vEzhcoCxusOcgbESbAH/vefr0qbAd9nPuG5g9CUBIted1wahAAAQUAhBS7fNnwLF6OJaPzI4ePUo5cuSQFcMPAiAQ4gRYWFT/6IoTJw7x0kG38fagQYPcu8JPjuPJ8TydYHYTUvWSinCykbZt2zoBK8YYggScIKRyLEJ1WCH1ZUB2czUNbDuJwC+//EI1atQQDpnjmXPYLrdBSHWTMPczWbJkxCt2RMb+JEmSiIrgswEBCKk2uAgYAgiAgJgAJxzJmTOnq7Br1666Ql28ePF0Y3iKe4DXKIGECRNKl5jEiBGDnjx5gremRmGiHgiEIIGIiAiaNm2a58z4nnH37l3PfpkyZWjDhg2efdEGx2tTi6+iOnbx2U1I7dmzJ3GMaZFxshFO9AUDASsIOEFI1fv3w8ufeRk0DAScRmDVqlXS+L7vvfcerVixwnNKEFI9KEzdyJgxozRZL39nOnXqlGc8PHsVYXo8OIK2cenSJc3EAFlH/H314sWLru9XsqRusmOd5I+hZLT/10kDxlhBAASItm/fTkWKFDGEIk2aNMQ3PljgCTx+/Jjixo0rbfjll1+mW7duScv9KejTp49mVggnmwpU2/6MA3VBAASME7h3754r/imHGHIbv9x68OCBa5e/gvFyfV/xvjjuaIECBdxN2PrTbkLq0KFDqV27dkJm7JfNthMeACcIBJDA+fPnacKECZoW27RpQ0mTJtX4rNzhfx88K1VkPJNelrBHVB8+ELALgS1btkgT9ZYsWZI2btzoGSqEVA8KUzfcsxpFnfLL0R49eniK+J5548YNzz42gkNg3bp1VK5cOcON8/PB14orw43ZsCKEVBteFAwJBHwR2LFjBxUuXNhVjX+Us6gms9SpU2ve2snqwe8/ARYy9X7wvPbaa3T48GH/GxYc0bx5cxo/frymBO/BNDiwAwK2I/Drr7/Shx9+qBkXv3xxC6sHDx6kPHnyaMq9dzhD7eXLl4lnuDvB7CakcnbfL774QoiO/d9//72wDE4QAAFyJd1p1aqVEAXPVlWLGcJKcIKADQns37+f3njjDeHI8uXLR7t37/aUQUj1oDB1g3/n8u9dkXXu3Jn69+/vKYKQ6kER1I0//viD3n//fZ998Hfc58+fu160QUj1iQsVQAAEzCSAGKlm0pb3xeJG2rRppRU4gcySJUuk5f4UQEj1hxbqgoA9CHC232HDhmkGo56RyiLeV199pSn33vn44481oQG8y+22bzchdcaMGcQMReY0tqJzgA8Egklg4sSJxEKSyEJ9tpHonOELDQKc24BzHIgse/bsdPz4cU8RhFQPClM3ODb8+vXrhX1+/fXXxDHO3QYh1U3CHp/u2cShHj4JM1Lt8feGUYCAXwQgpPqFK2iVN2/eTCVKlJC2z7H3AhUbBkKqFDMKQMC2BOrXr0+zZ8/WjI9/vJ08edLl++CDD2jx4sWacu8dFgIbNGjg7bbtPsfF8j7nTz/9lBInTmzJmBctWkTVq1cX9s3+hQsXCsvgBAEQIJo1a5b0/tOyZUsaNWoUMIGA4whcu3aNeLWHyLxDonGySJ7B6rbMmTNTzZo13bv4DBKBqlWr0tKlS4Wt8wvosWPHesogpHpQ2GIDQqotLgMGAQIgICIAIVVExXzf8OHDid+Kyoy/fFWsWFFW7JcfQqpfuFAZBGxBQCSkVq5c2fXjgENzcFZavVjHvJyfY1xziBZY1AisXr1aeh/m+zPfp2EgAAJiAnovIpo1a0Y//fST+EB4QcDGBHjpcfz48YUj9E4IKawEZ9AJcPKoOXPmCPvhWcLqew+EVCEmy5wQUi1Dj45BAAR8EYCQ6ouQOeWNGjWi6dOnSzu7evWqK9GMtIIfBRBS/YCFqiBgEwINGzakmTNnakbDcVOrVatGRuKjpkyZkvg+Aos6AVGoAXdrxYoVI15ZAAMBKwhwsqnJkydrum7RooVu7HVNZRN2Vq5cSZzFXGT8osj7/iaqBx8I2JEAZ3p/+vRppKHxC0z26+WfiHQQHAEnwCtZ1GKpugMOy6P+/QUhVU3H+m0IqdZfA4wABEBAQgBCqgSMye6iRYvStm3bpL0GMhkUhFQpZhSAgG0JREREaOKbpk+fnlg8YTMSH5UTVf3yyy+2PT8nDEwvqQgnG9m7d68TTgNjDEEC/P2Bv0eojcN+yGI3quuZtc3Zy0uXLi3sDvcnIRY4HUKAV4TcvHlTONrbt29bFo5GOKAwdLZp04ZGjhwpPPM6depovhslSZKErly5IqwLp/kEIKSazxw9ggAIGCQAIdUgqCBXy5gxI/G1kFkghVR+88qhBNwWM2ZM2r59u3sXnyAAAjYksG/fPrpw4YJnZClSpKBChQq59o3ER121ahVVqFDBc7wTNnjJpPqcecyZMmWiWLFiWTJ8vaQi6ni1lgwOnYY1AScIqZw1m7Nni+zdd9+l3377TVQEHwjYnoDed3h+hqVLl851Dvzdm2dmu61AgQI0YMAA9y4+g0Sga9eu1K9fP2Hrffv2pS5dugjL4LSeAIRU668BRgACICAhACFVAsZkd4IECejBgwfCXlk0ePLkibAMThAAgfAmYCQ+Kr8s4VkxfJ9xkomW0p85c8YlplpxHtevX5eGWOFkI5jFYsVVQZ9MwAlCql4IklKlStGGDRtwMUHAkQTcYo9o8EePHqUcOXK4ijge58SJEz3VEFvbgyKoGwMHDqROnToJ++jYsSPEbCEZezjd/7Y44TInXg5Vi6F8mf83VE8O5wUCoUoAQqr1V5bjJ8WJE4dkt1DvrJ/WjxgjAAEQMIsAv0S5d++epjuO4eW2AwcO0Ouvv+7eFX7yrJedO3cKy+zstJuQ+ujRI4oXL54QGftlL8OEB8AJAgEk4AQh9dSpU5QtWzbhWfPseqyMEaKB0wEEeKY1z7gWGT97+RnMBiFVRCj4vjFjxlDLli2FHXEs6dGjRwvL4LSeAIRU668BRgACICAhACFVAsZE9549eyh//vzSHgsWLCj9giY9CAUgAAIhQUA0k4IFPX75wmYkPiova+vTp4/jeNhNSGWAzF22QoD9VoUdcNzFxYADSsAJQurly5cpbdq0wvPOnTs38UshGAg4kcDbb79N69evFw6dZ1rzjGs2CKlCREF3TpkyhZo0aSLsp3HjxpES9QkrwmkJAQiplmBHpyAAAkYIQEg1Qim4dfhNaKtWraSdBDqbLc+A9c4uKptlJR0UCkAABEwhwEmMOMmR2u7fv0/x48d3uUI1PiqfnB2F1OTJk9ONGzfUl8OzzX71bGFPATZAIMgEnCCkcngRTuQiMsQYFlGBzykEqlatSkuXLhUOd/ny5VSpUiVXGYRUIaKgO+fPn08fffSRsJ+aNWvSnDlzNGV4IarBYekOhFRL8aNzEAABPQIQUvXomFPGb0OnTp0q7Wzo0KH0zTffSMv9LWjevDmNHz9ec5gsrICmEnZAAARMJ8AvOXgGqtrcQir/u+Vswbdu3VIXa7adGh+VT8KOQionuzp37pyGsXuH/a+88op7F58gYBoBXtniLRSsXbvWVn+P/AI3duzYQiYIYSTEAqdDCNSrVy+SGOce+rx58zz/NiGkuqmY+8mJ7NxitnfPefLk0cyG55ehspel3sdiP/gEIKQGnzF6AAEQiCIBCKlRBBfAw4oWLepKFCFrksWEt956S1bstx9Cqt/IcAAIWEYgRowYkfp2C6mhHB+VT9qOQiovQT506FCka8IO9ufKlUtYBicIgIA8NMbLL7+s+0II7EDAzgQ+/fRT+umnn4RDnDRpkmdZOYRUIaKgOzdt2uQJr+Dd2auvvkrHjx/3uCGkelDYYgNCqi0uAwYBAiAgIgAhVUTFXF+GDBnowoUL0k7V8RCllfwogJDqByxUBQGLCYiEVPc9wUh81C5dulDfvn0tPouodW9HIbVIkSLSpDicLIeT5sBAAATEBFikEM2g56W0stjD4pbgBQH7EGjbti2NGDFCOKBRo0Z5Eh1NnjyZNm7c6KnHsyEDueLM0zA2NAR2797tSfilKVB2MmbMqFllAiHVm5C1+xBSreWP3kEABHQIQEjVgWNSkWjprrvrYGSChpDqpotPELA/AW8hlZfGspDK/lCOj8pX5u7du5Hiw3L247hx41p24cqVK0fr1q0T9s/+smXLCsvgBAEQIEqXLh1dunRJiML9gkhYCCcI2JhAt27dpC8s+/XrR507d7bx6EN/aDzjNEeOHMITTZUqFV29etVTBiHVg8IWGxBSbXEZMAgQAAERAQipIirm+fiHg16ip/Tp09P58+cDOiAIqQHFicZAIKgEvIVU/jFw9OhRCvX4qEGFGo3Gq1WrRkuWLBG2wP4qVaoIy+AEgWAS4Jh+nB1cbRUrVqQECRKoXZZvZ8+enU6ePCkcx82bN6XJqIQHwAkCNiEwaNAg6tixo3A0nTp1ov79+wvL4DSHAL+84Zc4IuOwIpwIz20QUt0k7PEJIdUe1wGjAAEQEBCAkCqAYqJry5YtVLx4cWmPHD+V6wTSIKQGkibaAoHgEuDQH+pkcLyEsF27dq7kCK+//rpu5zx7c+fOnbp1UOgfgfr169Ps2bOFB7G/bt26wjI4QSCYBLZt20b8fUFtLFhmzZpV7bJ8m+9ZHNtZZBziSCZ2iOrDBwJ2IaAXZqdly5bEy/th1hHg1S2JEycWDoBXuPCkFrdBSHWTsMcnhFR7XAeMAgRAQEAAQqoAiomuIUOGUPv27aU9Nm7cmDimUiANQmogaaItELCGgN4MGPeInBwf1X0Odvv8/PPP6ccffxQOi/2cdAQGAmYTcIqQqhdj+MSJE5QtWzaz0aE/EIg2gWnTplFERISwnSZNmhAnnIJZR4BfRnMc5ufPn0caBK/6Ub+shpAaCZGlDgipluJH5yAAAnoEjh07Rjlz5nRV6dq1qzSGDFfgJei1a9fWaw5lfhLQm93ETY0ePZpatGjhZ6v61Tdv3kwLFy70VOIvESzowkAABJxD4N1336Xff/9dd8CrVq2iChUq6NaxcyHHLVuxYoVmiDVr1qSECRNqfGbucGKQ7777Ttgl+3nGMAwEzCbgFCG1TJkykUIQuFnt27ePfM2yd9fFJwjYiQB/p+Znk8g++ugjmjdvnquIv3+rM8TzDGwOwQELPgGekcozU0U2ffp0T5g1jkPP8edhwSXA4RZ8fYflEXDIjIsXLxLHIe7du3dwB2Vh6zEUNf9fC/tH1yAAAlEgwFmGeYaAEUuTJo00SYCR41EnMoGCBQvqLr3ds2cP5c2bN/KB8IAACIQ1gSxZstCZM2ekDGLGjOmK+2W3GInSAQsKtm7dSsWKFdOU8DlnypRJ4zNzp0ePHtIv8/wln7/sw0DAbAJOEVIrVapEv/32mxDPX3/9RYULFxaWwQkCdibAghC/3BQZ/80vX77cVfTJJ5/QxIkTPdVYRDUiJnkOwEaUCaROnVqTVErd0KZNm6hEiRJqF7aDTICTc3LyTqPGqzd5JVaoGoTUUL2yOK+QJrBjxw7PF1eOE/PSSy9Jz5czG+r9cJceiAIpARanr1y5IiznmaKPHz92LUcRVoATBEAgZAnwzK2DBw96zu/tt9/2zGphJ9+v+f4gs/z589OuXbtkxY7w21FI1QvHEupf9B3xRxOmg3SKkFqjRg365ZdfhFdp/fr1xPc9GAg4jQDPNJUJcaVKlfLMwoaQat2V5XjzHIdZZJwMjJOCwcwj8McffxC/ZPBlDx8+dIVeCPXvVxBSff0loBwEbEgAMVKtvShx4sShJ0+eCAfBM8nu3bsnLIMTBEAgdAmwQMqhVNQLfTJmzEhnz551nfT58+fplVde0QXQuXNn6tevn24duxfaUUj94Ycf6MsvvxSiY//YsWOFZXCCQDAJOEVIbdiwIc2cOVOIgsN4vPfee8IyOEHAzgT27t1L+fLlEw5RnfQRQqoQkSnO7NmzEyfgE1mvXr2oe/fuoiL4LCaAGKkWXwB0DwIgICcAIVXOJtgl9+/f1431x8tXgzEDeP/+/bR69WrP6fEs5FatWnn2sQECIGAtAdEyQbWQOnfuXJ/Z4Z0eH5WvgB2FVI6l1qhRI+EfCPunTp0qLIMTBIJJwClCKidj++mnn4QoFixYQDxjFQYCTiPAAh0LdSLLkSMHHT161FUEIVVEyBwfx18+cOCAsLOPP/6YmjZt6irjpFQlS5YU1oPTfAIQUs1njh5BAAQMEoCQahBUEKqtXbuWypcvL21ZvRxIWikKBc2bN6fx48drjlTPfNMUYAcEQMB0Ahxc3zsWlFpIbdmyJY0ZM0Y6Lg4LwkkVnBwflU/OjkIqL0uWiT3sZzEIBgJmE+Bs1N6hPjj8B98L7GStW7emUaNGCYc0Y8YMatCggbAMThCwMwEO0cWhukTGCaXcS8ohpIoImeMrVKgQ/f333z47S5o0Kd24ccNnPVQwhwCEVHM4oxcQAIEoEICQGgVoATqkb9++uok3lBvvAABAAElEQVRJPvvss0iCZyC6hpAaCIpoAwSCR4BniI8ePVrTASeXOnXqlMvn/mKpqaDaCZUfAnYUUnmm7zvvvKOi/WKT/StXrnzhwBYIgICGgOglkbvCjz/+SDxjFQYCTiOgt8KMs8Xfvn3bdUoQUq27sjw5hZNK+bJQ+f7k6zydUu7+vhvqyTwRI9Upf5EYJwioCEBIVcEwebNWrVq6s5cmTJhA/KUr0AYhNdBE0R4IBJaASEgtW7YscZZT/kGWLFky4hloMuOZF9u3b5cVO8bPWbxLly6tGe+xY8eIZ+daZVu2bKHixYsLu2f/n3/+KSyDEwRAgIh/DPfo0UOIYuTIkQgzJCQDp90J8Kqu2LFj07NnzyINlcNnPX361DU7/PPPP6fJkyd76lSoUIGWL1/u2cdG8Ajwi05+EerLIKT6ImRuOYRUc3mjNxAAAT8IQEj1A1aAq+bNm5f27dsnbfXw4cP02muvScujWgAhNarkcBwImENAJKS6s8ryjEdfCVmaNWsmjUNozhmEbi8cY/qNN94QniD7OekIDARAQExgyJAhxNmXRTZgwADiGaswEHAigSRJknhmnnqPn0PtJEyY0NuNfRMJ8Ix3FrJ9GYRUX4TMLYeQai5v9AYCIOAHAQipfsAKcNWUKVPS9evXha1yXDN+g81vsgNtEFIDTRTtgUBgCXz33Xf0zTffaBo9ceIEZcuWzZVZtk+fPpoy753Zs2f7TEblfQz2jRE4ffo0Zc2aVViZ/bKswMID4ASBABE4e/ZspHAgnTp1ouTJkweoh8A0M3bsWGrRooWwMc6azdmzYSDgRAIZMmTwxEL1Hv+lS5ekMVS962I/OAR85aVw9woh1U3CHp8QUu1xHTAKEAABAQEIqQIoJrl4GRCLpSLjN9f8BjsYBiE1GFTRJggEjgDfFx49eqRp0D2bpUSJErR582ZNmffOmTNnKFOmTN5u7AeAwLVr1yhVqlTCltjPSUdgIGA2gW3btlHRokU13bKoLxP9NRVN3Jk0aRLxjHmRffvtt8QzVmEg4EQCvILs6NGjwqFzSJpXX31VWAanOQQ4PirHSfVlEFJ9ETK3HEKqubzRGwiAgB8EIKT6ASuAVW/evOmKcyhrMpgzmyCkyqjDDwL2JvDkyRPixBXeIqt61BDz1DQCv/3w4UOKHz++sGH2c9IRGAiYTcApQuqcOXOoXr16Qjxffvkl8YxVGAg4kUDBggVp586dwqHv2rWL8ufPLyyD0xwCHHP9rbfe8tkZhFSfiEytACHVVNzoDARAwB8CEFL9oRW4usuWLaMqVapIGyxXrhytWbNGWh6dAhZx+bqr7fXXX1fvYhsEQMCGBERiifcwOYndzz//7O125D7PqBs4cKBm7Lxv9XJlvdUEPJs4ZsyYmjFjBwSCTUB0b7DjjNRff/2VPvzwQyGOJk2aEM9YhYGAEwmUKVOGNmzYIBz6xo0bqWTJkjRt2jRN5vjcuXNTmzZthMfAGVgCu3fvpgIFCggb5XvS999/7yrjkGpp0qQR1oPTfAIQUs1njh5BAAQMEoCQahBUgKt16dKFOHmMzFq2bEmjRo2SFcMPAiAQggQ4ZrI6pAfPcEydOrXnTIcNG0a8/FXPRo8eLY1BqHecHcu2bt1KxYoV0wzNDmELkiVLRvxCSmTs56QjMBAwk4BThFTOms3Zs0VWp04d4hmrMBBwIgGeHMGTJES2YsUKV5LITz75hCZOnOipUrFiRfr99989+9gIHoGDBw9Snjx5hB3UrFmT5s+fLyyD01oCEFKt5Y/eQQAEdAhASNWBE8SiqlWr0tKlS6U9TJ8+nRo2bCgtRwEIgEDoEXB/YXSfmXcW+A8++IAWL17sLhZ+8tJC2awL4QE2dtpVSM2YMWOkWf1ujPxM5aQjMBAwk4BThFS9OIXVqlUjnrEKAwEnEqhbty7NnTtXOHReJcKrRSCkCvGY4jx+/DjlyJFD2Bf/JvP13Up4IJxBJ+D+Xty7d2/q1q1b0PuzqoMY/ypmVefoFwRAIGoEIKRGjVt0j+LlPIcOHZI2Y4dZV9LBoQAEQCDgBDj+abx48ej58+eetlOmTElXr1517fNXLF7SLpsJyZV4BuudO3dCZmm5XYVU9xd7z4VSbRw+fJg46QgMBMwk4BQhlV/0cCxJkVWoUIF4xioMBJxIwFskVZ/D5MmTqXHjxhBS1VBM3j579ixlzpxZ2Ou7775Lv/32m7AMTmsJuL9vQUi19jqgdxAAAQEBCKkCKCa4Xn75ZZfgIeqK4/NwnL0YMWKIiqPtW7hwoScWEDfG8fxWrlwZ7XbRAAiAQNQJrF27lsqXL69pQC2kHjlyhHLlyqUp997hGG3r16/3djt2365CauHChWnHjh1CruyXCUXCA+AEgQAQ2L9/P0VERGhaWrJkCaVPn17js3qHXyDzi2SRlShRQhM/UlQHPhCwKwGOdTpy5Ejh8Nwhd7zFViztF+IKivPSpUuULl06Yduc4Ldp06auMn6h7SuEkrAROINCAEJqULCiURAAgUAQgJAaCIr+t8FiqWwSP4ust27d8r9Rg0c0b96cxo8fr6ktG4umEnZAAASCRoBjJnPsZLWphVSOq8Y/wvSsR48e1LNnT70qjiqzq5DKyQDXrVsnZMn+smXLCsvgBIFwJ8CrbbJkySLEwCFJZFnPhQfACQI2ItC1a1fq16+fcEQDBgygjh07YkaqkI45zn/++YdSpEjhs7OkSZPSjRs3fNZDBXMIQEg1hzN6AQEQiAIBCKlRgBbNQx4/fkxx48aVtsIxfI4ePSotj24BhNToEsTxIBB4Ar169YokgvLsiQsXLrg644zWU6ZM0e2Yk1bwDJdQMbsKqRzLkWf7iYz9nHQEBgIgEJnAlStXpBmxeca9XsijyK3BAwL2ITBw4EDq1KmTcED8krRv374QUoV0zHFyIs/EiRP77AxCqk9EplaAkGoqbnQGAiDgDwEIqf7QCkxdUSwzdcvBjtUDIVVNG9sgYA8CIiFVvVSfY3txjC+Z8Sx3jp9q5IeCrA27+VlUadmypWZYs2bNotSpU2t8Zu/Ur1+fZs+eLeyW/Zx0BAYCIBCZgJ6YkSlTJuIZqzAQcCKBMWPGRHpeuc+jdevWNGLECBo2bBitWLHC7aY333yTBg8e7NnHRvAI+JrE4u4ZQqqbhD0+IaTa4zpgFCAAAgICEFIFUILs4i9NHTp0kPbCsXmGDBkiLY9uAYTU6BLE8SAQeAIiIbVPnz7EywUvX75MadOm1e2U4w4eOHBAtw4KA0Pgs88+owkTJggbY7+vEAzCA+EEgTAg8OzZM4oVK5bwTFOlSkU8YxUGAk4kwCtGeOWIyJo1a0Y//fSTqAg+kwhwCDPOCeErlBmEVJMuiMFuIKQaBIVqIAAC5hOAkGo+8zp16tC8efOkHf/8889Uq1YtaXl0CyCkRpcgjgeBwBPghG+tWrXSNMwzV7Jly0Zjx46lFi1aaMq8d7icE1rAgk/g66+/puHDhws7Yj8nHYGBgJkE7t+/T5yQTm158uShOHHiqF222OZkLo8ePYo0loQJExLPWIWBgBMJzJ8/nz766CPh0Pl7/5w5c4RlcJpHgO+HT5480e0QQqouHtMLIaSajhwdggAIGCUAIdUoqcDVy58/P+3Zs0fa4MWLF33OPpMebKAAQqoBSKgCAjYi4J3pVzQ0LCkXUQmOr3v37sSzhUXmnkUsKoMPBIJFQBQy6OTJk8TZqO1myZIlc4Uh8R4Xhyd5+vQpxYgRw7sI+yBgewK//fYbVapUSTjOypUr09KlS4VlcJpHIFGiRHTv3j3dDiGk6uIxvRBCqunI0SEIgIBRAhBSjZIKXD3OxH39+nVpg76WnUgPNFjAwfA5TpPb+EeLaHaIuxyfIAAC1hIoVKgQ/f3337qD4PipGTNm1K2DwsAQ0AvPwmFbOOkIDATMJOAkITVDhgyeJHrejB48eEA8YxUGAk4jsGnTJipVqpRw2Op458IKcJpCIHny5HTjxo1IffGS/yxZsrj8L7/8Mu3cuTNSHTisIQAh1Rru6BUEQMAAAZ6xkD17dldNDpTOS8FkxksiihcvLiuG3yABjg/GccJExj8g+IcEDARAAATcBBIkSKB7X0iTJg1dunTJXT1kPm/fvh3pB02xYsUobty4lp7j999/T1999ZVwDOznZykMBMwk4CQh9dVXX6UTJ04I8fzzzz/EM1ZhIOA0Art376YCBQoIh12wYEHasWMHdevWjRYsWOCpw7+pEDvVgyPoGxxrnmPOexvfc/jeAzOPACdH5X8zviwiIsKVaLVHjx7Us2dPX9UdWx5DmUX1r2NHj4GDQJgS2L59OxUpUsTQ2Yfqj3VDJx+gSpxIgTnKjGdq8CxhGAiAQPgQYBFU/RWKl5bFjx/fBUC9akBGpHbt2jR37lxZsWP9W7duJRZO1cZZvTm7t5U2bdo04i/3ImM/Jx2BgYCZBJwkpObNm5f27dsnxMP3O/4eBAMBpxE4fvw45ciRQzjsnDlzumIYe4fpqVixIv3+++/CY+AMPAH+7nDu3LlIDSM+cyQkQXesW7eOypUrZ7if9u3b06BBgwzXd1pFCKlOu2IYLwgoBCCkmvtnwImkWPSQWYkSJYiXB8FAAATCg8CFCxciCQe9e/d2zVxhAr/++it9+OGHujA4yZSvZFS6Ddi00K5C6sKFC6lmzZpCajVq1NDMOBJWghMEAkzASULqW2+9RX/99ZeQwLFjx4hnrMJAwGkE+IVounTphMNOnz49nT9/niCkCvGY5pTNho8dOzY9fvzYtHGgIyIIqdq/AgipWh7YAwFHEOC4epkzZ3aNdfny5VS4cGHpuDkRAMeXgUWdgF62Z271888/p3HjxkW9AxwJAiDgKAKiZeL8Y2vChAmu8+jatSv169dP95w4npdsSaHugTYvtKuQumrVKnrnnXeE9Ni/cuVKYRmcIBAsAk4SUt9++21av369EAUn4uQZqzAQcBqBu3fvUuLEiYXD5ribt27dgpAqpGOeM3fu3HTo0CFhh8+fP0eiOyGZ4DifPHni+jfhq3UOf8Ev2Hr16kWc6DNUDUJqqF5ZnFdIE1AvG/3zzz8RAzXIV7tChQq0Zs0aaS+TJ0+mxo0bS8sDUTB06FDN8ggWyEUxgwLRF9oAARDQJ1C9enVatGiRppJaSOXkFXqz1HkmBcdV5mQJoWYcQ4sFIrVx0g6rk9GIxuUeI4dl4Bl3MBAwk4CThNT333+fVqxYIcTDL0/w70eIBk4HEOBl+uowPe4hc1JXfsl24MABTfiuFClSECeThJlDIH/+/MQva0TGYRb49xAv81fHsRXVhc88Akg2ZR5r9AQCIOAnAQipfgKLZvVs2bLRqVOnpK1wmTtzpLRSNAuaN29O48eP17Qi+uKnqYAdEACBoBBwf0lUN64WUpMkSUKcdElmnCyQY7PBQAAEwpfAw4cPXQk51ASyZs1K/KLFblarVi2pULF27VriGaswEAABEAg0Ac4JwiHt9Ixfht64cUOvCspMJOD+jqwOeWVi96Z1hRmppqFGRyAQOAIQUgPH0khLiRIlonv37gmr8pvQp0+fBn1pCYRUIX44QcASAix2nD59WtN3q1ataOTIka6ZKxkzZtSUee80a9YMWX+9oWAfBEDAtgQ+/vhjmjFjhnB8S5cupcqVKwvL4AQBEACB6BAoWbIk8epLPYOQqkfH/DIIqeYzR48gAAIGCUBINQgqANWePXvmmh0im/3JM894yWiwDUJqsAmjfRAwTkAkpM6fP9+VzMhIoqkNGzYQL/+HgQAIgIATCHAs+B9//FE4VE7IyTNWYSAAAiAQaAKcJZ6THOkZhFQ9OuaXQUg1nzl6BAEQMEgAQqpBUAGoxnF5OD6PzHLlyiUNgi47Jip+CKlRoYZjQCA4BERC6p07d4hnr3fp0oX69+8v7ZjjrvGyf64LAwEQAAEnEGjTpo1rxr1orFOnTqVGjRqJiuADARAAgWgReO+993wmg4SQGi3EAT8YQmrAkaJBEACBQBGAkBookr7bGTFiBLVt21ZasWrVqrR48WJpeaAKIKQGiiTaAYHoE+CMpFu2bPE0lDZtWrp48aJr39cyNF72f/bsWc+x2AABEAhPApwwct68eZqTj4iIIM4Wbjfr3LkzDRgwQDiscePGEc9YhYEACIBAoAlUq1aNlixZotsshFRdPKYXQkg1HTk6BAEQMEoAQqpRUtGv17BhQ5o5c6a0oe7du1OvXr2k5YEqgJAaKJJoBwSiT+D8+fOaZFKcMTZTpkyuhn0lmuIlsLwUFgYCIBDeBLZt20ZFixbVQDh58iTxjHe7WZ8+fYi/74jsu+++033hLDoGPhAAARAwQkAv0Z37eAipbhL2+ISQao/rgFGAAAgICEBIFUAJkqtgwYK0c+dOaeurVq2iChUqSMsDVTB+/HgaNmyYpzlOcnX48GHPPjZAAASsJ6C+N8tGM2rUKGrZsqWsGH4QAIEwIeAkIZW/f3z77bfCK9OvXz/iGaswEAABEAg0gfr169Ps2bOFzX7wwQeUPHlyih8/Po0dO1ZYB07zCUBINZ85egQBEDBIQP1jnTMZ8jJTWHAIpEmThq5cuSJt/O7du8Sz0WAgAAIgYCTRFO7Z+DsBARBgAk4SUr///nv66quvhBeO40L37dtXWAYnCIAACESHQOPGjYnjMIuM76FFihQRFcFnIQEIqRbCR9cgAAL6BCCk6vMJZGmcOHHoyZMnwia57NGjR8IyOEEABMKPgF4cQabBM8k5KVWCBAnCDw7OGARAQEPASULqlClTqEmTJprxu3e+/vprzYoZtx+fIAACIBBdAp999hlNmDBB2MzGjRuJ49LD7EUAQqq9rgdGAwIgoCIAIVUFI4ibN2/epGTJkkl7SJcuHV24cEFajgIQAIHwIlCiRAnavHmz9KSzZMlCp06dkpajAARAIHwIOElInTt3LtWtW1d4cTiG+w8//CAsgxMEQAAEokOgRYsW0mX7a9asoXLlykWneRwbBAIQUoMAFU2CAAgEhgCE1MBw9NUKZ4nkbJEye+utt2jr1q2yYvhBAARCjMCyZcs0M9Tz5s1L2bJl85wlZ9vmGacyYyFCFutLdgz8IAACoUnASUKq3vehiIgI4hmrMBAAARAINAGe8T58+HBhsytWrKD33ntPWAandQQgpFrHHj2DAAj4IAAh1QegABV37NiRBg0aJG2Nl7lNmjRJWh7IAk5OM2bMGE+TMWLEoOfPn3v2sQECIBBcAjxDnZMa/Pvvv56OeKn+48ePKWbMmKS+L3sqeG1wMoQvv/zSy4tdEACBcCTAiSwrVaqkOfXt27dTpkyZND477KxevZoqVqwoHMpHH31E8+bNE5bBCQIgAALRIaD3WyxevHiu719JkiSh8+fPR6cbHBtAAhBSAwgTTYEACASWgPoHOxKXBJatujV+y7ly5Uq1S7PNS9l4SZsZxv2MHz9e05Va0NEUYAcEQCDgBDZs2EBlypSJ1O7Tp09dX+SNJJpCYoRI+OAAARBwAAEOWcKhS0RWpUoV4hmrMBAAARAINIHu3btTnz59dJtNmjQp3bhxQ7cOCs0jACHVPNboCQRAwE8CEFL9BBbF6jly5KDjx49Ljz506BDlypVLWh7IAgipgaSJtkDAfwKjR4+mVq1aRTrQLaR26tSJBg4cGKnc7eDZq/fu3SOeQQEDARAAAScR2LVrF7355pvCIXOMQo5VCAMBEACBQBPo27cvdevWTbdZCKm6eEwvhJBqOnJ0CAIgYJQAhFSjpKJXL3HixHT37l1hI7y0ngUUFkfMMAipZlBGHyAgJ8AiKoup3uYWUosXL05btmzxLvbscyzVEydOePaxAQIgAAJOIXDkyBHpi+NixYrpJtlzyjlinCAAAvYjMHjwYOrQoYPuwCCk6uIxvRBCqunI0SEIgIBRAhBSjZKKej2OPxorVixNPER1ayyy3r59W+0K6jaE1KDiReMg4JPAV199Rd9//72mXpw4cejhw4cuX+zYsenZs2eacvVO/fr1aebMmWoXtkEABMKYAH+H4DipaitatKgtZ62fPXuWMmfOrB6qZztfvny0e/duzz42QAAEQCBQBEaMGEFt27bVbQ5Cqi4e0wshpJqOHB2CAAgYJQAh1SipqNc7fPgw8YNAZrzs/+jRo7LigPshpAYcKRoEAb8IiITUvHnz0p49e+jYsWOUM2dO3fY4xvFnn32mWweFIAAC4UOAYyazcKq2kydPUtasWdUuW2xfu3aNUqVKJRwL3/t4xioMBEAABAJNgF9g8/cvPYOQqkfH/DIIqeYzR48gAAIGCUBINQgqGtXGjRtHX3zxhbQFTkS1YsUKaXmgCyCkBpoo2gMB/wiIhFS+R/CX/FmzZlGDBg10G/z777+lMQZ1D0QhCIBASBJwkpDK8Z0TJUokvA6vvPIKnTt3TlgGJwiAAAhEh8BPP/1En376qW4TEFJ18ZheCCHVdOToEARAwCgBCKlGSUW9XtOmTWny5MnSBjhej15iGemBUSxYt24dzZgxw3M0x2adMGGCZx8bIAACwSXAM0p79uzp6SRBggQ0ZswYqlSpErVp04ZGjhzpKfPeiBkzJt2/f584FAAMBEAABJiAk4RUvXBHyZMnp+vXr+OiggAIgEDACUybNo0iIiKE7daoUcP1HYy/WzVq1EhYB07zCUBINZ85egQBEDBIAEKqQVDRqMbL7fhHjswWL15MVatWlRXDDwIgEEYEChYsGCnWofr0zQ4Fou4b2yAAAvYk4CQhlQnGjx/fExNaTZT9/KIIBgIgAAKBJjBnzhyqV6+esNlevXpR9+7dhWVwWkcAQqp17NEzCICADwIQUn0ACkBxunTp6NKlS9KWbt68SUmSJJGWowAEQCA8CDx9+pQSJkxIjx8/lp4wz5SYOnWqtBwFIAAC4UfAaUJqihQp6J9//ol0oWLEiEF8H+SVMjAQAAEQCCSBBQsWUK1atYRNdunShfr27Sssg9M6AhBSrWOPnkEABHwQgJDqA1AAiuPGjSsVRjg7t55oEoDu0QQIgIBNCDx79ox4BrraihQpQhkyZHC5OFt1gQIF1MWRtidOnEgcLgQGAiAAAm4CThNSORbq+fPn3cPXfHIMVQ53AgMBEACBQBJYsmQJVatWTdhku3btaPDgwcIyOK0jACHVOvboGQRAwAcBCKk+AEWz+Mcff6TPP/9c2krq1Knp8uXL0vJgFJw4cYJ27NjhaZpnfnz00UeefWyAAAgEhwAnUcmUKZOmcY5P/Mknn7h8vP3ZZ59pyr13WGzNly+ftxv7IAACYUzAaUJqzpw56dixY8IrdvXqVUqZMqWwDE4QAAEQiCqBlStXEif4FVn9+vWJxVSOQ//GG2+IqsBnAQEIqRZAR5cgAALGCEBINcYpqrVKly5NGzdulB7O8RDVoqa0YgALmjdvTpzsRm3//vuvehfbIAACQSDA9wK+J6itePHi9Oeff7pcLKjyjFOZ8bJXnsEeK1YsWRX4QQAEwpDAkydP6MaNG5oz5+XzLArY0fhl0N69e4VDO3v2LGXMmFFYBicIgAAIRJUAJ9stV66c7uFJkyaNdC/VPQCFQSUAITWoeNE4CIBAdAgcOXKEcuXK5Wri66+/pqxZs0qb4yQAzZo1k5ajIDIB5nn69OnIBf/zNGzYkKZPny4tD0YBhNRgUEWbIOCbgGjGqVpI5Xsx35NlxsLItWvXZMXwgwAIgIAjCBQrVoy2bt0qHOvhw4fptddeE5bBCQIgAAJRJcAvrUuWLKl7OIRUXTwBK+SJXIsWLfLZHset5ZWb3bp1o969e/us79QKMZQZTZjS5NSrh3GHLYHt27cTx+gzYmnSpNFNmmSkjXCrkzhxYrp79670tEeMGEGtW7eWlgejAEJqMKiiTRDwTeDbb7+lYcOGaSq6hdQHDx4Q3y84jqrMatSoQZwsAQYCIAACTibAs8J4dpjIdu3aRfnz5xcVwQcCIAACUSZg5DcvhNQo4/XrQCOzg9UNtm/fngYNGqR2hdQ2hNSQupw4mXAh8Pfff1OhQoVcp5s8eXLi5EcyS5UqFe3bt09WDL+AAC+re/78uaDkP5cV8Q4hpEovBwpAIKgEWrVqRaNHj9b0UaZMGVq/fj1t3ryZSpQooSnz3hk6dCh988033m7sgwAIgICjCFSpUoWWLVsmHDPPGuMXTDAQAAEQCCSBPXv2+HxJAyE1kMTlbW3atIlq1aolr/C/kuvXr9PTp0+pQ4cONHDgQJ/1nVoBQqpTrxzGHdYEECM1eJefM9JyZlo944eD2THMIKTqXRGUgUDwCIiE1AYNGtCMGTNo5MiR1KZNG93O//jjj0gxVnUPQCEIWECAl+HNVP6m/TVe7l0MApq/2BxZnxNczp8/Xzj21atXU/ny5YVlcIIACNifgF2fAYcOHaLcuXPrAoSQqovH9ELESDUdOToEARAwSgBCqlFS/tebO3cu1a1bV3ogz/7lxDFmG4RUs4mjPxD4j0DPnj2pV69eGhwsorKYyvcKvmfI7KWXXqJbt25RokSJZFXgBwFbEODMyE2bNPF7LG3atnVlTfb7QBxAvBy+atWqGhJbtmyxbdKmiIgImjZtmma87p3FixdHOhd3GT5BAATsT8Cuz4ATJ07Qq6++qgsQQqouHtMLIaSajhwdggAIGCUAIdUoKf/rtWvXjngprszy5MlD+/fvlxUHzQ8hNWho0TAI6BJYunQp8axUtbHYwfGnM2XKROfOnVMXabazZ89Ox48f1/iwAwJ2JDB+3LgoJYWAkBr1q7lt2zYqWrSopoGTJ0/qJhDVVDZ5R/Q9xD0EfqFUu3Zt9y4+QQAEHEbArs8A/o7F37X0DEKqHh3zyyCkms8cPYIACBgkACHVIKgoVHv//fdpxYoV0iO57L333pOWB6uAQw6oY93yTLd33nknWN2hXRAAAR8Ebt68SRyjWi9nZ6NGjWjq1Kk+WkIxCFhPoGPHjjRdMttQb3QQUvXo6Jc5TUj9+uuvafjw4cKTmjx5MjVu3FhYBicIgID9Cdj1GcAhB9KmTSsEWLhwYdcsef5NlDNnTmEdOM0nACHVfOboEQRAwCABCKkGQUWhWq5cuejIkSPSI3mZ7ssvvywtRwEIgEB4EOCYgBUrVtQ92e+//56++OIL3TooBAE7EKhbpw5t3LjRNZSPP/6Y+vTta2hY/APW7JjhhgbmgEpOE1K7dOlC/fv3F5LFvU6IBU4QcAwBuz4Dbty44XppLQLJMbo56SfMXgQgpNrremA0IAACKgIQUlUwAryZLFky4plmIosVKxY9efJEVAQfCIBAmBEYMGAAde7cWfest2/fToUKFdKtg0IQsAOBt4oUIf5uwda7Tx9q1qyZHYYV0mNwmpDar18/6tq1q/CacEikb775RlgGJwiAgP0J2PUZcO/ePWmcef5+xd+zYPYiACHVXtcDowEBEFARgJCqghHgTRZLnz17Jmw1RYoUdO3aNWEZnCAAAqFHoHv37jROiR3pNn7RsnPnTkqYMCFVqVKFli1b5i6K9Mn3Ev4BECdOnEhlcICAnQjwC8JsWbPS8+fPXcOaOWsWlS1b1k5DDMmxOE1I/e6776Riae/evalbt24heZ1wUiAQ6gTs/Azgscm+R+XNm5f27NkT6pfHcecHIdVxlwwDBoHwIQAhNTjXmkXSVKlSSRvPnTs3HThwQFqOAhAAgdAiwF/S1bGJ+eyOHj1KOXLkcN0r9F6svP7665GODS06OJtQIcAJ0cqULu05na1KEqSMGTN69rERHAJOE1L5pZIsVEmnTp2ky/6DQw+tggAIBIqA3Z8BHEJGFI+ek37yLHkWWj/77LNA4UA70SQAITWaAHE4CIBA8AhASA0O28WLF9MHH3wgbbxq1arEdaww/qLAS+fcFiNGDHrw4IF7F58gAAIBJvD06VPXcrJHjx5pWmYhNVGiRJQ+fXqN33vnyy+/pLFjx3q7sQ8CtiOwetUqioiIcI0rbty4dPzECeIfrrDgErh06RLNmTNH00nTpk1tG4d9mpKMzP13ohm0stO6dWsaMWKEtxv7IAACDiBg92dAvHjxyPu7mBpr0qRJiWOpwuxBAEKqPa4DRgECICAgACFVACUALr1ECtw8x0PkGGFWWPPmzWn8+PGarkVvZzUVsAMCIBBlAufOnaNMmTJFOp6F1EOHDum+dOGDpkyZIhUdIjUKBwhYSGDChAnUs0cP1why/d//0cSJE2nV77/TQeXv/LDyH2dNzpYtG3Eyxtx58lD16tUpfvz4Fo4YXVtB4Oeff6batWsLu+bZYN7fUYQV4QQBELAdAbs/AzjJ7507d6TcIKRK0VhSACHVEuzoFARAwAgBCKlGKPlfh2ej6s04/fXXX6latWr+NxyAIyCkBgAimgABPwjoCak8M6uvj6zmBw8eJP4yCQtvAmvXrKHH/0tSGFuJm1u+QoWAAHn48CGdPn3a9R/H4uX9dOnSUXrlv1eV0BMco9eo8UvEKZMne6rHjh1bN7EiL/vvryRbK1eunOcYbIQ+AY4JzbGhRdawYUOaPn26qAg+EAhrAngGRP/yp0yZkq5fvy5tCEKqFI0lBRBSLcGOTkEABIwQgJBqhJL/dTimoV4M1CtXrujGUPW/R+NHQEg1zgo1QSAQBGRC6sWLF6lu3br0xx9/SLvh2Xp3797F8mgpofAoOHbsGJUtU8ZzsomVWTWHDx/27Edl48yZM8RJf35ZuFCaGDF16tSumYP1GzSgzJkz++ymfr16un/PsgaaNWtGvfv0kRXDH2IE1q5dS+XLlxeeVc2aNWn+/PnCMjhBIFwJ4BkQmCvPoZT4u5fMIKTKyFjjh5BqDXf0CgIgYIAAhFQDkKJQRe+NZ8yYMYljJlplEFKtIo9+w5WASEjl+wDH6UqWLJnuMrOiRYvSli1bwhUdzvt/BIYMGUIjhg/38IiOkMqhXHgW9E/KMnyjzyKOKzdEia1do0YNzxhEG8WLFSMWaNXGY32zQAHKlz8/Pbh/n/bu3UucHMnbeDl3FSV+OMx/AnwvuXDhguZAnu3rz2xizcFB3tm6dSsVU/5WRFapUiVavny5qAg+EAhbAngGBObSZ8mSJdIzSt0yhFQ1Deu3IaRafw0wAhAAAQkBCKkSMNF083JG2Q9Uqx/SEFKjeXFxOAj4SYDjcXG4j3Xr1nmOfOWVV1wz97Jnz+7xiTbat29PgwYNEhXBFyYEnj17RqVKlaIzyvJ7t0VHSO3duzeNV7KmR8VatmxJHZWs6iJ7qoQd4PinPF63NWnShHop/fGLA7WtX7+eOnXsSGfPnvW4kyRJQmuUmYocVgDmHwEWpvmli9pOnjxJWbNmVbtss71nzx7KrwjrIitbtqzmXimqAx8IhBMBPAMCd7Vz5sxJPLtXZlb/RpONK1z9EFLD9crjvEHAAQQgpAb+It2+fZv4B6HMXnvttWgvyZS1bcQPIdUIJdQBgcASePz4MfF/buNM5i1atKDJqniS7jL1JydlqVWrltqF7TAj0LFDh0gxI6MqpI4dO5b66yQ6TJEiBfGM1X/++UdKeZLyN/vuu+9GKr916xa1bdOGbisvDu4q/3344YfU/IsvItVzO1joe6diRXrw4IHbRd26ddM9xlMRGxoCThNSWchgQUNkRYoUEc5YFtWFDwTCgQCeAYG7ynqh13g1ISejOnHiROA6REvRIgAhNVr4cDAIgEAwCUBIDTzd35UMxaIfme6e3nvvPVqxYoV71/RPFmbGjBnj6ZdnCnG8MhgIgIC5BPLly+da5qzXKycBMhKbUq8NlDmTAM/WHKfMHJ06ZUqkE4iKkMpLv3np/ZP/JaxyNxo3blyXqN8oIoL4hyTbjRs3XOLtWOVZwTF61cbhKNYqs6s5fmp0bdwPP1AfVWzU6tWr0xhF7IX5R8BpQqr6u6f3mb7xxhs+74vex2AfBEKRAJ4Bgb+qb775Ju3atUvYML/U4zA2MPsQgJBqn2uBkYAACHgRUH+Z/fPPP6l48eJeNbDrLwFeNtmjRw/pYd988w0NVWLNwUAABMKXAIf+SJAgQSRRS02EZ7bfvHlT7cJ2iBK4o6xk4Fkwx5X/+HPL5s20Y8cO1+xQ0SlHRUjtpCzJnzZ1qqa5xIkT0zQlQzrPAhTZrp07qV79+sTjU1sHZZZsq9at1a4obR86dIgqqJIO5ciRg9brJF+LUidhcJDThFSe8cyzn0XG4U6OHz8uKoIPBEKWAJ4B/13aYD8DOAQK3y9FxqsqeEYqzD4EIKTa51pgJCAAAl4EIKR6AQnALi/DXbBggbSlOXPmUJ06daTlKAABEAh9Avv37yeeeaVnFSpUoFWrVulVQVmIEPhQiaG7fft2w2fDP/YOHT5suD5nKS6m/ID0no06aPBgatiwoW47P/30E/Xo3l1TJ1euXK54phpnFHY43EVWJfmH2/jlwUFFXIX5R8BpQirP/OIXSSJj/4EDB4iTwsBAIFwI4Bnw35UO9jOgdOnStHHjRuGf1dWrVz2rMoQV4DSdAIRU05GjQxAAAaMEIKQaJWW8HidQ4EQKMmPmGTJkkBXDDwIgEEIEFi1aRF999ZVnZmGcOHFo1KhRrqXTjRs31j3Tnj176s5u1z0YhY4iEOwf0aLYqLn+7/9o9erVFCNGDF1WLL4WVJZDXr9+XVOPl/dzzO/oGM9MfOP11z1NFChQgJYuW+bZx4YxAk4TUjkOL4cV4k+RbdmyJVLyLFE9+EAgVAjgGfDflQz2M4BfUK9Zs0b4Z3P+/HlKnz69sAxOawhASLWGO3oFARAwQABCqgFIflbhuHH8VlNknGBGndFYVCfYPk6G5T0+X5nDgz0mtA8CoUqgWrVqtGTJEs3p8Qw/DqXiK9HUMkVQev/99zXHmr3DIQj4vsX/wYJHINg/oj9WZp16x8LupYSh+eSTTwydFCcpXLJ4saZuayWxVPv27V0+FsSKvvUW3bt3z7XPLwtXKvHCfdmmTZuoTu3anmq1ldUaw4cP9+xjwxgBpwmpfFb8Usl7hrT7bNevX09lypRx7+LTIgK4/5sHHs+A/1gH+xnA36lkeSqqVKlCqVKlokmTJpl34dGTLgEIqbp4UAgCIGAlAQipgaev9+OA49GxkGml8Q/i8ePHa4YgmxWiqYQdEAABvwnkzZuX9u3bpzmOhVSOk3zYx9LsK1euuL7Uaw42YYfvBxN+/JGmKPE0z54545o5li1bNvpcuXfUrVvX5wimT5tGs2fP1tRLmCgRzZs3z+fsR81BYbTz/fff01+SuG3PleuxRpk5qjZ/lvbzy7s8uXPTnTt31E3QTiXhRpo0aTQ+2Q7HVuUYq2rzjmVXtWpV2vn3354qy5YvJ16hoWcNGzSgdcrMVrd17dqVvvjyS/cuPg0S4IRgBw8e1NTmZHacSMyuljBhQrp//75weCtXrqR33nlHWAZncAng/h9cvrLW8Qz4j0ywnwEffvgh/frrr7LLQEmTJnWtGJJWQIGpBCCkmoobnYEACPhDAEKqP7R819WL+8VH2yGJAoRU39cRNUAgUAR4mRjHp1Tbj4pIycv9ZbOxuG66dOmIs6xbYb169aIfvV62uMdhJMnQe+++G0k8Lq8sp5umCKww/wk8VZbWZ86cWXOgP0Iqh5p5v1IlzfGvvPIKbfvrL41Pb+fYsWNU1muGYOzYsem0IrS7bdDAga6wFe79Skqf48aNo1hKPZH99ttv1KxpU08Rx8bcpMzUNirueg7EhiMJsGDByV1EtliZ/czCPMx8Arj/m8/cV494BvgiZLy8trIC4ueff5YeACFVisaSAgiplmBHpyAAAkYIQEg1Qsl4nT+UbMNly5aVHlBeyU7MMemsNAipVtJH3+FGIG3atHT58mXNafft25d41oWe8WwsnpVltp06dYrKKMkYZCFIYsWKReuUZbc8Q1Vk586dcy3x9i77RYkVK8sM710X+1oC0f0RzSEkunbpomm0qhJygkVOf4xntd68eVNzCCe8cmc5/ksRZqsrs33UVqxYMRozdizxvwO3PX/+nDhm6xAl0ZX67+zbb7+ltl9/7a6GzxAnwEtor127JjxLFjo4cSfMXAK4/5vL22hveAYYJeW7HidXnDlzprQihFQpGksKIKRagh2dggAIGCEAIdUIJeN1Bg0aRB07dpQe0LJlS82MHWnFIBZASA0iXDQNAl4EREJqu3btaMiQIV41tbu//PIL8RI0s23ChAnUs0cP3W6rV6/uEsdElTgkACfJUlvhwoVpkc5SOnVdbEcmEN0f0YMVwXLkiBGahnlGdGcvcVVTQbDztvKS8OjRo5qSjUqMU7Wo7j0r1V2ZY6ZycitOLnVEEV+9l3TzzO0NSibl+PHjuw/BZ4gT4Fn3ly5dEp7ljBkzqIES9gFmLgHc/83lbbQ3PAOMkvJdr0mTJjRlyhRpRQipUjSWFEBItQQ7OgUBEDBCAEKqEUrG69SrV4/mzJkjPYAf3hEREdJyMwogpJpBGX2AwH8EREJqzZo1acGCBVJEPMNPtuRVelCACj5Vkg8tV2Jb8nJsTkRUQIlxyYlspk2fTvxjjo3Frv0HDlC8ePEi9cozEnlmoto41mrFihXVrqBvP3z4kGbNmkU8+zFYxqsPXn311WA172k3uj+iO3fuTFO9fjj279+fIho39vRhZEN0bRcqgv9bSpIpt3F8RX7GLPVKsOYuF32WKFnS9YJRPWtVVA8+OQGe2emdQIVfeCRSYhPb1fjvcsCAAcLhTZw4kZqqwj4IK8EZcAKhcv9nMHgGvPjzwDPgBYvPP/+cOLySzCCkyshY44eQag139AoCIGCAAIRUA5D8qFKoUCH6W5Vsw/vQEydOaGbveJebsQ8h1QzK6AME/iPAS/RPnz7twfHBBx/QEkVkOnLkiMfnvcHLoTdv3uztNmWfhVNOcvX9Dz8Qj9VtfyozDznRlFuYnKQsF39XiYWqNj6u4JtveupwWa5cuWj1mjWmJ5k6fvy4K0SBenyB3h41ejSxKB5si66Q+pWSvGmRElpBbT8qM48rV66sdvncbqy8BFy1apWmnqgdFlNZ1BvmI6EaJ2Zs1749ffHFF6b/fWhOIgR2+GVH0aJFNWdy8uRJypo1q8Znpx1OuMez80XGiXf47wJmLoFQuf8zNTwDXvzt4BnwggWvDBwzZswLh9cWhFQvIBbvQki1+AKgexAAATkBCKlyNlEp0VuqFiNGDFc8OP600iCkWkkffYc7gadPnxIn1dFLNMXZ0XnGoBWWOVMmKqLMMBQlY2jbti3NmzvXNSwWVYd9951miNOVZFLeoU1GjhplSaxD/Ih+cWka1K9P65W4tmqbrswwLqfE7PbHWrduTfO9knTwjMJGklUWLLrv2LHDJWiwqHf9+nXiv68cOXJQjpw5KZsi8skSUfkzLtQl16xxpwmpo5UXEa1atRJevuHDh1ObNm2EZXAGj0Co3P+ZEJ4BL/5O8Ax4weKbb76h77y+u7hLS5Qo4ZrsgsSYbiLWf0JItf4aYAQgAAISAhBSJWCi6Oalro8ePRIezUvs7ty5Iywz07l7925NEpuYMWMSJ/mAgQAIBJ/Avn37KG/evLod/arEE62mJAMy2zjxT6aMGV2xMzmGprcdPHiQKlao4HJzXEyOj6m2eoq4umHDBo+LM8P/qcys5QRVZht+RL8gXkWZebpr164XDmWLhfLiyo9Gf6yLElN1ijITWW0cD/fTzz5Tu7BtAQEnzkjl5bW8zFZkAwcOpA4dOoiK4AsSgVC6/zMiPANe/KHgGfCCBb+o5vuLyKyKTS8aC3z/EYCQir8EEAAB2xKAkBq4S/P48WOKGzeutMEsWbIQZ0SFgQAIhAeBY8eO0e3btz0nmyJFCtfMQE52oGd8X+bkPGYbz5YtVLAg9enThziru8gqKLMYDx065CriOKnJkiVzbXNMVxaI3XFU2dlbaadZs2aucrP/x2FUeKzBMhaH5yqzc99UeAXboru0v1rVqpFCzsxRxl6qVCm/ht5BWYbPSYDUNkJJYvVR7dpqF7YtIOBEIXWqEju5sSROb69evah79+4WkAzfLkPp/s9XEc+AF3/LeAa8YNFDSabZu3fvFw7VFj/Ta+N5piJi/SaEVOuvAUYAAiAgIQAhVQImCm5OsKJOuuHdROnSpemPP/7wdmMfBEAgRAm8qcQLVc8EdAuok71m9alP38pEUzwOzqYeR0k0JVtyPU6JncpCKxsvfyv/vxmqvOSbl367LXny5PTX9u3Iwu4GEo3P6AqpnyhitnciIlFsU19DFC3tj0qIAF/9oNx/Ak4UUjkxJyfoFBknx+nXr5+oCL4gEsD9P4hwo9E0ngHRgOd1KN9Xunbt6uX9b5efZw0bNhSWwWkNgXARUkkJLg8DARBwGIFz5879q9waXf/9+eefDhu9vYarxNzxsHQzVX8qS9jsNWCMBgRAIGgElGRS/yrZ7TX3BGX21b9K8iWNT32P4O3ixYsHbUyBaFiJdflv+nTpXP8py+M8TTZRzs3t58/vhg3zlGEjegSePH6sYct8c732muFGlSXSkY6fPXu24ePdFT/99NNI7SgvCtzF+LSQwNatWyPdV/jfqp1t4cKFkcbsvh8qcQztPPSwHRvu/9ZcejwDAsd98ODB0vvOxIkTA9cRWgoIAfd3ZmUWcUDas2sjMXhgygMQBgIg4CACmJEauItVqFChSMsn1a1zPDDlh6jaZck2Z8nlRA5u4+RXeolv3PXwCQIgYJyAKCM1z3TgpWN6/96sTDRl9OyKKsmolJdwVLJkSZo7b55rFuvrefJ44kNzMq3tSpIhzn4Liz6B6M5GUkRtGqb8p7aoxDb98IMPaLsyy1htW5Vs8RmVuLowawnwihj+96i2o0ePEocUsqstX76cKivxe0XWokUL4mRUMPsRwP3f/GuCZ0DgmI8cOVKayI6/s3DSYI4HD7MHgXCZkQoh1R5/bxgFCPhFAEKqX7h0K6dNm5YuX74srXNAiSeYO3duablZBc2bN6fx48drusN7MA0O7IBAtAm0bNmSxowZo2mHE0gtXrxY4/PesSrRlPc49Pa/VbLeKjMaKUmSJHRQiZe6dMkSTdIYfmHUU4lxCAsMgej+iJ6hLFf0Ttzz5ZdfUhfJ8kbZqDl+7sWLFzXFx44fJxbOYSDgL4E1a9ZQhf+FBvE+lu8h/PIZZj8CuP+bf03wDAgc8x+U8ET8/JMZi6k3btyQFcNvMgEIqSYDR3cgAALGCUBINc7KV83EiRPT3bt3pdU4kH/MmDGl5WYVQEg1izT6CWcCderUoXnKbE21vf3227Ru3Tq1K9L2+fPnKX369JH8dnIsWLCAWilCMds2ZSZcfyXmGAvAbBxbVVlm7JrV4XLgf9EmEN0f0StXrqSmXgnOihYtSgsWLjQ8Nk6mmD1bNnr+/LnnmESJEtERZdYjDASiQmDTpk3ShGeNGjUiTkYFsx8B3P/NvyZ4BgSOubJ8nz755BNpgxBSpWgsKYCQagl2dAoCIGCEAIRUI5SM1YkTJ450yW5sRVzgH6J2MAipdrgKGEOoE+DMrz8rCZjUxuE/dihL3mVmdaIp2bi8/WfOnKHixYq53D+MG0ftvv3W8xKptiIgq0OHeB9r1v6d27dpyJAhGuEv0H3X+ugjyp8/f6CbjdRedH9E7969myq//76m3Xjx4pESx1eaVExTWdlhcbxmjRoa97vvvkuTdBKnaSpjBwS8CHCYiCJFinh5/9vlF1GcjApmPwJOuP8zNTwDXvzt4BnwggUnlOIXNTKDkCojY40fQqo13NErCICAAQL8cC1QoICr5uuvv048q1JmnIV56dKlsuKw9vPSeJ5tKlsibyeBBEJqWP+p4uRNIuA9I/Wll16iDBkyuGKLyoagJJoiJemfrNhW/jeU58U///xDefPmpb1797rGxvGW161fTzly5PBrrDzLkfkE0o4rS87LlC4dyCYjtTVKieFYs2bNSP5AO6IrpD579ox4Wf6VK1c0Q1u2bBnl/9/zX1Mg2BHFWR2qxF2VZV0XNAEXCGgI8H0jX758Gp975wMlHu+iRYvcu/i0GYFA3v/51PAM0L/AeAbo8/GnlOPU161bV3oIhFQpmoAW/P3338QhsHwZ6xQPHjygjh070oABA3xVd2w5YqQ69tJh4OFMQG9GgDeXNGnS0KVLl7zd2FcIqGf2ioC88sorugKK6Jhg+SCkBoss2gWBFwQaNGhAs2bN8jg4PvKxY8eks9a5YufOnamfskzeCfaRMhtzs5foa2SG4p07d+i3FStoifJS7oQidrK49/DhQ+J75KuvvkrZlf9KlypF5cqXjxYGCKlafJxcaoJXzMmIxo2pf//+2oqCPRZiWZQ+deqUp5RF8527dlHq1Kk9PmxYR4CvzcCBAzUD4HtJypQpNT477fCMaCUjs3BI7733Hq1Q7hMwexKI6v2fzwbPAP+vaXSFVO4Rz4D/uP/yyy9Uw2t1hfqKQEhV0wjeNoe5KleunOEO2rdvT4MGDTJc32kVIaQ67YphvCCgEODMhHmUbMtsvBSVsxXKjGer9unTR1Yc1n5ewsv8ZGanmWYQUmVXCX4QCBwBju+nXsbP909fb9M5EVXVqlUDN4ggttSje3f66aefND0sUZJOvanMfJTZhg0bqE3r1rpJ+dzH8g+dvooQxAmtomIQUrXU9u3bR+8pS/HVFjduXNq6bZtPMXS+8nxrrVw3tfFKlqXKjFaYPQhsU64jx71V28mTJylr1qxql622T58+LR0fx5Neu3atrcaLwbwgEJX7Px+NZ8ALhv5sBUJIxTPgP+K8EqNKlSpS/BBSpWgCWsATC8aOHeuzzWnTprmSf3Xp0oX69u3rs75TK0BIdeqVw7jDmoB6JiUvKWXBD+Y/gU6dOkWaDaJuZeTIkdSqVSu1y7Jt/hIxYcIET/8ckoCTB8BAAASCR8BXggPu2QmJptyEpilCMd/33FZMiZk6X+c+wgmPmjVtKg1/4m5H/cmrIFb89hvxp7/GqydYjOUlYcEy/lJfuXLlYDXvaTcQP6K5sbJlyrhmRXsaVjZKKbN/Z8yYIY2Vumb1auIM6o8ePVIfRl27dqUvdDIfaypjJ+gEnCikXrx4UZpYz04vn4N+8RzYgb/3fz5FPAOifqHxDIg6O+8jV61aRe+8846327XPz0Ne9v8lnm1CPlY4ESPVCuroEwRAwBABCKmGMPmsVL16dd14XruUJZBmJCXxOVBUAAEQsIQAx/zjGacys1McZdkY1f6NGzdSXSUhjNtmzJxJPItMZCwQV1CW6t9WEkC5jV/g8BfkQoULU5bMmens2bPEP3DOnTvnruL6rFatGnFCq3C2QP2I5tkf/QWhIypVquRa4p9aJVhzvO9ff/3VNROV+1dbpkyZXLFwOWEVzB4EnCikcozlFClSCAEWVGa2q2f0CyvBaRkBf+7/PEg8A6J3qfAMiB4/9dF//PEHlS1bVu3ybPOKvR9++MGzjw3rCUBItf4aYAQgAAISAhBSJWD8dPMyRw6ILbPHjx9T7NixZcXwgwAIhBABjvt5+fJlzxnxEmpOSrR//36Pz3vDaTOwOCZjyRIlXKfBX3RXr1njfUqe/UFK7MZRo0Z59vleOEWZ0er9Y4Znj/IszylemeDnzptHJUuW9BwfbhuB+hHNz6HK77/vCunjzTBBggSuWTr8yQLX1q1b6ebNm97VXPu81K58hQrCMjitIeBEIfX+/fuUMGFCITBOfspLkWH2JODP/Z/PAM+A6F1HPAOix0999JYtW6SrL5sqq2Z49RDMPgQgpNrnWmAkIAACXgQgpHoBieJu2rRpNcKJupk4ceJEWhapLsc2CIBAaBFo1qwZTZo0yXNSPIPv3r17dP36dY/Pe8NJiaZ47PPnz6fWmz2sNQAAQABJREFU/wtX0rBhQxo0eLD3Kbn2ORvzW0WK0IULF1z7nKToRyW0yPuKoCcynglZU1mSz8KQ2/Tad9cJ5c9A/YhmRhw7lmOlRjXkQaOICJ+xfkP5Wtj13JwopHISs1ixYgmR5siRg44ePSosg9N6Akbv/zxSPAOif73wDIg+Q3cLnC2+UKFC7l3NJ3/XmD59usaHHWsJQEi1lj96BwEQ0CEAIVUHjh9FvMTRO4ac+/BUqVK5MlO79/EJAiAQ2gQ4+/yJEyc8J8kvU1ggfOK1RNpTQdlwUqIpHnctZYYtz+xg04uP6p30qbCylH+RsmRczzghST0lTpnbCrz5Ji1dutS9G3afgfwRzfD4h+Qnn3xCV1Szpo1AbdGiBXXq3NlIVdQxmYAThVRGxLPTnz59GokWv3w6c+ZMJD8c9iBg9P7Po8UzIPrXDM+A6DN0t8Az3fPmzeve1XxyzHMOgZNZCTcEswcBCKn2uA4YBQiAgIAAhFQBFD9derMquCm7LVGbNWsWcfIrt7300kseQcTtwycIgEDUCSRLlkyzLJrFAj0RlXtyUqIpjmNaTMkQzuIwG8fW5DjQIvOOpcdCHAtyesYCH4dLcRsv/z2qZHgNVxP9iM6cJQtt3rw5ykiYcceOHV1xaXnGmJ7lzJmTWrVuTRwLHGZPAocOHYr072qmEreYV8vY2RIlSuSare89Rk4wxwnjYPYj4M/9n0ePZ0D0ryGeAdFn6G7hyJEjlCtXLvdupM+kSZO6ssRHKoDDEgIQUi3Bjk5BAASMEICQaoSSfh3+AZM7d25pJX7DaafZVBxMffz48ZrxugURjRM7IAACUSIQP358evjwoedYXr4qmnXlrsDlvoRWd107fHK8U455p7bjygxcPm9vmzt3Ln3dtq3H/b2SyIETb+kZJ55iodZtekKtuw4+o0aABfx5yjU6dPgwXVC2ObZv4sSJKaMyIzBTxoyuOLbllERhHJIBBgKBJsDJpjgmr7dBzPAmYp99f+7/PGo8A+xz7UQjCbdnAMf3zZYtmwiFy4d7jxSNJQUQUi3Bjk5BAASMEICQaoSSfp0pU6ZQkyZNpJW++eYbGjp0qLTc7AIIqWYTR3/hRsBfITV58uS68VPtxq+ikmjo4MGDmmGtVzLhclxDb+MQBzwL3m0ff/wxZVFmU+qZ9w/vcuXK0fQZM/QOQRkIgIADCaRPn54uXrwYaeR8D+VkVDD7EfDn/s+jxzPAftcwnEfEwvErr7wiRQAhVYrGkgIIqZZgR6cgAAJGCEBINUJJv06bNm00S+W9a89QBIAGDRp4uy3bh5BqGXp0HCYEvIVUX0v78+XLR7t373YEnStXrlCB/PkjjXXZsmWUX7UcP1IFgw5OyFVeEU6vXr3qOaKVktSqg7IMHQYCIBBaBLJmzUqnT5+OdFIccojDJsHsRSDY938+WzwD7HXNQ200/N0iderU0tOCkCpFY0kBhFRLsKNTEAABIwQgpBqhpF+Hs0+vWLFCWumYEtuPk8/YxSCk2uVKYByhSsBfIbVWrVr0888/OwKHOluzesDsL1a8uNrl9zb/wGnatCntVJIhuS1JkiS0bv164piJMBAAgdAiwLEKOWahyB4/fuxKRiUqg88aAsG8//MZ4RlgzXUNp15v3bpFLJbKDEKqjIw1fgip1nBHryAAAgYIQEg1AMlHlTx58kRa5uo+hOPKcWxEnl1hF4OQapcrgXGEKoGPPvrIk3GaE/lwIia9hD6DBw+mdu3aOQJHly5daMrkyZHGOnfePCpZsmQkv1HH77//Th07dHDF6FQfM2r0aKpZs6bahW0QAAEvAnv37qV69eppvPxvKkOGDBqf3XZ4Nj6PXWR37twhTkYFsw+BYN3/+QzxDLDPdQ7lkTx48IASJEggPUUIqVI0lhRASLUEOzoFARAwQgBCqhFK+nVSpkwpjW8YL1484oe2nQxCqp2uBsYS6gR4yb46A73ofH/77Td69913RUW28zWOiHBlevce2OYtWyhz5szebp/7/Azq1bMnLV++PFLdTz/9lHr26hXJDwcIgICWwLZt26ioKkEbl548eZJ46bydrUiRIrR9+3bhEK9du0acjApmHwKBvv/zmeEZYJ/rGw4j4ZAhnOBTZhBSZWSs8UNItYY7egUBEDBAAEKqAUg+qsSJE0eacTtdunR04cIFHy2YW9xTES14BpzbeLbs3bt33bv4BAEQCCABX8nouCtOtpI2bdoA9hq8pkSJRjgG7AlFtIkZM6bhjvkF05gxY2jcDz/Qw4cPNcfxLLSBgwZR9erVNX7sgAAIiAk4VUgtVaoUbdq0SXhSnBSGk1HB7EMgUPd/PiM8A+xzXcNtJCykimIwZ8qUiRYuXEgFCxYMNyS2PV8Iqba9NBgYCIAAhNTo/Q08evSIeNapzN588036WxXvT1YPfhAAgdAkwImSRivL02XGMUBv3rwpK7adv2rVqpoYpjxAzoC77a+/DI919apV1FFJHiXK1l2tWjXqobzscYqwbPikUREEgkjAqUJqhQoVaM2aNUIyTphRKxx4CDsDcf9nPHgGhPAfiQNOzTuOvXvIWbJkoVOnTrl38WkDAhBSbXARMAQQAAExAQipYi5GvTt27KDChQtLq3NsPw7ODwMBEAhPAnpLV5lIsWLFaPPmzY6BM6B/f9dMUvWA69evT0OGDlW7hNs887R37940dcqUSOW5c+cmni1fIhpxViM1CgcIhAkBpwqplStXFob14Mt26NAh4mRUMPsQiM79n88CzwD7XMtwHgm/wL59+3YkBDwDnmfCw+xDAEKqfa4FRgICIOBFAEKqFxA/d8eOHUstWrSQHtWtWzeXcCCtgAIQAIGQIvDGG2/Q8ePHPefEmaf1Ek19/fXXNGzYME99u2/sVGbYf/jhh55lcQkTJnTFTM2szOTQszvKj5YaNWpESsyXKlUq6tS5M3GCLjsl5dM7F5SBgN0IOFVI5XvCL7/8IsTJ8aU5GRXMPgSiev/nM8AzwD7XMdxHwt87OAazt3HOi6tXr3q7sW8hAQipFsJH1yAAAvoEIKTq8/FV+vnnn9OPP/4orcY/EFh0gIEACIQHAc4G60+CuenTp1PDhg0dBWeLMoOWk0Px7I2atWpR6tSpdcf/9OlTavTxx/THH39o6vG9sW+/fpQsWTKNHzsgAAL+EXCqkFqvXj2aM2eO8GT5nHhGP8xeBPy9//Po8Qyw1zUM99FkyJBBmL+Cl/xPnjyZ6tSpE+6IbHP+EFJtcykwEBAAAW8CEFK9ifi3X65cOVq3bp30IDsmS+jbt2+kZFNOitEohY0CELABAU64pDcD1XuIe/bsobx583q7Q2p/yJAhNGL4cM85cYK+Mcpsfl7WCwMBEIg+Af6uMWHCBE1Dbdq0Ic5AbWdr3LgxTZ06VTjEDRs2ECejgjmfAJ4Bzr+GoXQGWbNmpdOnTwtPie+ZN27cEJbBaT4BCKnmM0ePIAACBglASDUISlItR44cmmW86mq8TFWUFVJdx4rt5s2b0/jx4zVd//vvv5p97IAACESNQIwYMQwfyKIrz17lrPehajwTqUD+/PTPP/+4TpHvi+PGjaPKVaqE6injvEAABAwS0FvVs0pJSsfJqGDOJoBngLOvXyiO/rXXXqOjR48KTw1CqhCLZU4IqZahR8cgAAK+CEBI9UVIv5wfuLdu3RJW4tiBd+/eFZZZ6YSQaiV99B3qBPwRUvlFjOzLfKhwWqtk5P5YWdbvtkYRETRgwAD3Lj5BAATCmECrVq1o9OjRQgJLly7FrHUhGWc58Qxw1vUKh9FyLPv9+/cLTxVCqhCLZU4IqZahR8cgAAK+CEBI9UVIvzxWrFjSWaeZMmWiM2fO6DdgQSmEVAugo8uwIeCPkMrxAWfNmhXSbL5RkmmpYyByPNhs2bL5dc4vKxl2mRUMBEAgtAi0a9eOhg4dKjypBQsWuBLUCQvhdAwBPAMcc6nCZqAFCxaknTt3Cs83ifJ9A+HOhGgscUJItQQ7OgUBEDBCAEKqEUriOnfu3KGXX35ZXKh4ixYtSlu2bJGWW1UAIdUq8ug3HAj4I6QOGzaMvlaExlC2KsoS/l2SHyxGzztzliy0WUlwBQMBEBAT4OXTt2/f1hTyzCoOpWFn69q1K/VTEs6JjF8y4QWKiIyzfHgGOOt6hcNoixUrRlu3bhWeKoRUIRbLnBBSLUOPjkEABHwRgJDqi5C8nJNMcbIpmTVo0IBmzJghK7bMDyHVMvToOAwIlCxZ0nWWHPJDtnTMjWH16tVUvnx5925Ifr7x+uue+KhRPUEIqVElh+PChQBnuOeXt2o7efIkcVIVO1ufPn2oe/fuwiFy9mxORgVzNgE8A5x9/UJx9GXKlCFOZicyCKkiKtb5IKRaxx49gwAI+CAAIdUHIJ1izkLavn17aQ2OA9ixY0dpuVUFEFKtIo9+w4nAiBEjqG3btrqnfOXKFUqVKpVuHScXPnnyhF599VV6qnxGx/iL9Gol1ioMBEBATMCpQurgwYOpQ4cOwpPipHScjArmXAJ4Bjj32oXyyCtWrEj8IltkyZIli/bLX1G78EWNAITUqHHDUSAAAiYQgJAadcgRStKUadOmSRuwa8bZqVOn0vDhwz3j5qV/slhBnkrYAAEQ8ItAo0aNaPr06dJjkidPTtevX5eWowAEQAAEjBJwqpA6cuRIatOmjfA0uYyTUcFAAARAIJAEKleuTMuXLxc2eeLECb/juAsbgjMgBCCkBgQjGgEBEAgGAQipUadaokQJ3bh9N27cII5RBgMBEAg/Arly5aIjR45IT/ztt9+mtWvXSstRAAIgAAJGCThVSOVZp1988YXwNHm2KiejgoEACIBAIAlUr16dFi1aJGzy0KFDxN/fYPYgACHVHtcBowABEBAQgJAqgGLQlUVJgHLmzBlh7ZgxYxInf4CBAAiEBwFOPsdxUdkeP35Mr732mu49gJezDhw4MDzg4CxBAASCSsCpQirHQW3atKmQDcdP5WRUMBAAARAIJIE6derQvHnzhE3u3buX3njjDWEZnOYTgJBqPnP0CAIgYJAAhFSDoATVEidOTHfv3hWUEL388sseUUVYAU4QAIGQIlChQgVa40ccT2SkDqnLj5MBAUsJOFVI5fsgJ+YUGYuoLKbCQAAEQCCQBD7++GNpMuAdO3ZQwYIFA9kd2ooGAQip0YCHQ0EABIJLAEJq1PnyrNPnz58LG8iePTsdP35cWGa1k8fsPVs2Tpw4Vg8L/YOAownkyZOHDh48aPgcDhw4QLlz5zZcHxVBAARAQEbAqULqggULqFatWsLT4mX9vLwfBgIgAAKBJNCsWTOaNGmSsMlNmzYRh26D2YMAhFR7XAeMAgRAQEAAQqoAigHX5cuXKW3atNKaZcqUofXr10vLrSxo3rw5jR8/XjOEf//9V7OPHRAAAf8IpE6dmq5evWrooNixY9P9+/cpVqxYhuqjEgiAAAjoEeCwIlu3btVUKV26NMWPH1/js9vO0qVLqWrVqsJhcaIpTjgFAwEQAIFAEuC4zByfWWSJEiUiDtUEswcBCKn2uA4YBQiAgIAAhFQBFAOuFStW0Pvvvy+t+cknn9CECROk5VYWQEi1kj76DlUCnFjOHSPV1znyTFSekQoDARAAgXAmsGrVKnrnnXeECD7//HOp2CE8AE4QAAEQMECgdevWNGrUKGFNCKlCLJY5IaRahh4dgwAI+CIAIdUXIXF5r169qGfPnuJCxcuzKHg2hR0NQqodrwrG5HQC/gipERERNGXKFKefMsYPAiAAAtEisGHDBuIVPCJr3LgxcTIqGAiAAAgEkgCHDRk6dKiwyYQJE0rzXwgPgDOoBCCkBhUvGgcBEIgOAQipUaPHMb04tpfMtmzZQkWLFpUVW+qHkGopfnQeogT8EVJHjBhBPCMCBgIgAALhTEAU29XNo169esTJqGAgAAIgEEgCXbp0of79+wubhJAqxGKZE0KqZejRMQiAgC8CEFJ9ERKXFyhQgHbv3i0uVLwPHjygePHiScutLICQaiV99B2qBPwRUtetW0dly5YNVRQ4LxAAAZMJ3LhxgzZu3KjptUKFCpQgQQKNz247/D2Kv0+JrEaNGrovrEXHwAcCIAACvgjorSqEkOqLnrnlEFLN5Y3eQAAE/CAAIdUPWKqqadKkoStXrqg8LzZjxIhBz58/f+Gw2RaEVJtdEAwnJAhwBtgLFy7Qzz//THv37tU9p+vXr1Py5Ml166AQBEAABIwSEM3sPHnyJGXNmtVoE5bUO3ToEHHMaJFVrlyZOBkVDARAAAQCSWDAgAHUuXNnYZP88unevXvCMjjNJwAh1Xzm6BEEQMAgAQipBkF5VYsbNy49fvzYy/vf7ksvvUTPnj0TltnBCSHVDlcBYwhVAu4vfbLz45cwly5dkhXDDwIgAAJ+E3CqkMpib/bs2YXnyzNqORkVDARAAAQCSWDYsGH07bffCpuEkCrEYpnT/Z26d+/e1K1bN8vGEeyOY/yrWLA7QfsgAAKBJQAh1X+e9+/fJ176ITOeacYzzuxqmzdvpoULF3qGxzNohwwZ4tnHBgiAQNQI8Ez0+PHjS1+ycKucWGX9+vVR6wBHgQAIgICAgFOFVJ7FnyFDBsEZEZUqVYo4GRUMBEAABAJJYPTo0dKEwDzZ5Icffghkd2grGgQgpEYDHg4FARAILgEIqf7z5URSxYsXlx741ltv0datW6XlKAABEAhNAsePH6ccOXLonlyHDh1o4MCBunVQCAIgAAL+EHCqkMovnVOmTCk81SJFihCfFwwEQAAEAklg/PjxxIKpyJAMVETFOh+EVOvYo2cQAAEfBCCk+gAkKObZm+3btxeU/Odq3LgxTZ48WVqOAhAAgdAksGjRIqpevbruyV27do1SpEihWweFIAACIOAPAacKqXfv3qXEiRMLTzVfvny6ST2FB8EJAiAAAj4I8G+0pk2bCmsNHjyY2rVrJyyD03wCEFLNZ44eQQAEDBKAkGoQlKpa/fr1afbs2SqPdpOXjLRo0ULrxB4IgEDIEqhatSr9+eef9PDhQ3rw4IH0PJMmTUqcXRsGAiAAAoEk4FQh9cmTJxQnThwhily5chEno4KBAAiAQCAJzJw5kxo2bChssm/fvtSlSxdhGZzmE4CQaj5z9AgCIGCQAIRUg6BU1QoWLEg7d+5UebSbu3btovz582udNtrbv38/rVu3zjMiTo711VdfefaxAQIg4B+BtGnT0uXLl30exCFBWHCFgQAIgEAgCThVSGUGMWPGJI4v7W1Zs2YlTkYFAwEQAIFAEvj555+pdu3awiY5ZjP/NobZgwCEVHtcB4wCBEBAQABCqgCKDxdn3b5y5f/ZOxO4G6o3jj9CK2kRlTVEpU2LiLIWIi1EiyhSiYoWqbQRUYpK9srShkoiJKVFJSIRypLtr6KypZTo/Z/f1Blz7z0zd7935r6/5/N53ztzzpmzfOecWZ4553k2u6b666+/XGdYuB6UwQjYBYJ9IKfQV6CTBrdJID4CWJqKJarRpGvXrjJw4MBoyRj/H4EdO3ZELO2FDeoDDjjAV4zggPDLL7801qlYsWKCJcoUEkgnASgiw2fDw/s0nEn6XVDP8Lqjzscee6xs3LjR79Vn/UjASGDJkiVRV6AcfvjhcsoppxiPZ2D6CEyePFkuvfRSYwEHHnig8XpkTMzAtBOgIjXtiFkACZBAogSoSI2fHF7id+/ebTwQHrvxUu1noSLVz2eHdQsiASxNxRLVaAK7XLChTImNAJz21axZMyTxunXrpGzZsiFh2d5Zu3atYPacSc444wxZsGCBKYphJEACigCUSdu2bYtgAVvSsClNIYEgEoDJn6lTp3pW/YILLpCZM2d6pmFk6glMmzZNmjZtaswY73gw00TxBwEqUv1xHlgLEiABAwEqUg1QPIK8HCPgsDJlysj69es9csh+FBWp2T8HrEFuEYB5jFhmdc+fP1/OOuus3Gp8GluD5cq1a9cOKQFLfXGd9ZNghQJWKpgELwHLli0zRTGMBEhAEXAzjVKkSBH57bffyIgEAkmgRYsW8uabbxrrXqhQIWu2eMOGDQVKPUpmCcyaNUugxDYJFakmKtkLoyI1e+xZMgmQQBQCVKRGARQW/dFHH0ndunXDQvft1qpVS+bMmbMvwIdbVKT68KSwSoEmEIsiFWmgFMAyVkpuEcB5PfTQQ42NKleunGDGKoUESMBMAGPE9AG6cOHCrqt/zDkxlAT8Q+DKK6+U8ePHGysEXwVVq1Y1xjEw/QQ+/vhjqVOnjrEgrDCCiTaKPwhQkeqP88BakAAJGAhQkWqA4hHUt29fT2+ON9xwg4wcOdIjh+xHUZGa/XPAGuQWgVgUqbT3l1vn3NmavXv3CmYYmaREiRIxOSIzHcswEoiVwIYNG2Tw4MEhye+55x454ogjQsL8uFO5cmVZuXKlsWoYW7i+UkggaATatm0r48aNM1YbDmurVatmjGNg+gmYzAbpUqlI1ST88UtFqj/OA2tBAiRgIEBFqgGKRxC8PMLbo5sMGzZMbrrpJrdoX4RTkeqL08BK5BCBWBSpjRo1khkzZuRQq9kUJwE329lcnuykxO10EYAZjBo1aoRkDzMYbrZ7QxJmeQfOdjBDzySwOQ/b8xQSCBoBTKx4/vnnjdWGIg+OEynZIQBF9plnnmksnIpUI5asBVKRmjX0LJgESCAaASpSoxEKjccX5EWLFoUGOvaCsFyHilTHCeMmCaSAADyzY3m3l53UBx54QHr16pWC0piFHwm4OcwpWLCg7Nmzx49VZp1yiECQFamwG+3mkG3r1q1y2GGH5dCZYlPyC4FbbrlFhg4damwuHE/ifQIf2ipWrGhMw8D0EcC7Gj7gmOTkk0+WJUuWmKIYlgUCVKRmATqLJAESiI0AFamxcdKpsEzz559/1rshvwUKFLDsebkt8QxJnMUdeMHFMkCncImRkwa3SSA+AnBCBxuZXopUzGRv2bJlfBnn89Rr1qyR/v37h1CAeRU/LleG6YYff/wxpK56Bx6AMWOVQgLpIhBkRSpsy3/22WdGND/99JOrIzfjAQwkAZ8Q6Nq1qzz99NOetYHDo5kzZ3qmYWTqCaxYsUKqVKlizLh58+YyefJkYxwDM0+AitTMM2eJJEACMRL47rvv5IQTTrBS33HHHVKhQgXXI7G8qn379q7x+SECSz7+/vtvY1PhROb33383xjGQBEggdwnMmzcv6jK95cuX29fa3CWR2paZ7JitW7dOypYtm9qCUpBbpUqVZPXq1cacOKvOiIWBKSQQZEVq/fr1Zfbs2UYafh3vxsoykAQcBO6++24ZMGCAIyRyk4rUSCaZCIEDSDezJ40bN5bp06dnohr5ugxM5IpFYd27d2/Lznyur+oqoGZi5OXrHsHGk0AACcyfP1+qV68eU81LliwpmB2QX2XHjh2CJbxuQu/MbmQYTgK5TeCFF16QDh06uDYSs9QxKxHLvCmxEwiSItXLzuPGjRsFM1YpJJAuAkFWpDZp0sTVfjRmjh1//PHpwsZ8SSBtBO6//37BCgovoSLVi0764n744QcpVaqUsQB82Hn//feNcQxMHQF8PAPrWKV79+4RK5RiPTYI6ahIDcJZYh1JIIwA7FLBPhUENt4KFy4clmLf7lFHHeXqEGBfqtzdeu+99+TCCy90bWCdOnXkww8/dI1nBAmQQG4SuPXWWyM8ZjtbitmKbl6pnem4HUogSIpUOA7BzGSTrFq1inbwTGAYljICQVakXnrppa4zk2CrEDYLKSQQNAKPPPKIPPzww57VpiLVE0/aImHiDO+0JoHTvs8//9wUxbAUEpgzZ460aNEiao6//vqr7N27V+655x7p169f1PRBTUBFalDPHOudrwnQRmrspz/aQ1GnTp1kyJAhsWeYpZRvvvmmDBs2zC4dHsfpTdzGwQ0SiIsAbJ9eddVV1oOe24FXXHGFTJgwwS2a4S4EgqRIrVu3rnz00UfGlixevNjVsYXxAAaSQJwE4DylXbt2IUdNmTIlEDOhW7du7Xp9/PLLL129a4c0ljsk4DMCjz32mNx3332etaIi1RNP2iK9VhjSQWTasCeUMW2kJoSNB5EACWSCABWpsVO+/PLLZdKkSa4HYHnv9ddf7xrvl4ibb75Zhg8fHlIdWmYJwcEdEoiZQLdu3WTQoEGe6R9//HGBvTRKfASCpEi96KKLXO2qYbZgrCZ04iPE1CQQfAJt27aVcePGGRvy6aefyrnnnmuMYyAJ+JkA7KNGu+9TkZqdMwhTS/D7YRIqUk1UshdGRWr22LNkEiCBKASoSI0CyBHtZQMPybB0F0t4/S5UpPr9DLF+QSLgZd9PtwOOC+DAgBIfgSApUrFEDbP9TQJbYJixSiEBEogk0LFjRxk1alRkhAr54IMPpF69esY4BpKAnwk888wzcvvtt3tWkYpUTzxpi/znn39cbdZTkZo27AllTEVqQth4EAmQQCYIUJEaO+XixYsLbLWYpECBArJnzx7BMnm/CxWpfj9DrF+QCMB+39KlSz2rvGHDBildurRnGkZGEli2bJl07tw5JGL8+PFSokSJkDA/7Fx77bXy0ksvGasybdo0gcKdQgIkEEmgS5cu8txzz0VGqBB+hDJiYWAACMCEFkx+mQQeyK+++mo55JBDpEyZMqYkDEszAfgEwXtbuOA9DjY5Kf4gQEWqP84Da0ECJGAgQEWqAYpLkNtNF8mLFCkiv/32m8uR/gqmItVf54O1CTYBeGP/8ccfXRtx8MEHy++//+4az4jcIHDjjTfKyJEjjY15/fXXY3KqYDyYgSSQ4wTuvPNOeeqpp4ytfOutt+SSSy4xxjGQBPxMAOa+OnToYKziwIEDpWvXrsY4BmaGAJTYf/zxR0RhVKRGIMlqABWpWcXPwkmABLwIUJHqRWdf3NatW+WII47YFxC2VaFCBVm9enVYqD93qUj153lhrYJJAIrSXbt2uVb+tNNOk0WLFrnGMyI3COCl+OmnnzY2BvYf27RpY4xjIAmkggBmb2OJvFOgwD/mmGOcQb7chkMeOOYxCWagt2rVyhTFMBLwNQFc92H/1yT9+/eX7t27m6IYliEChx9+uGzbti2iNCpSI5BkNYCK1KziZ+EkQAJeBKhI9aKzL+6dd96RZs2a7QsI22rQoIHMmjUrLNSfu1Sk+vO8sFbBJFCoUCHPZWDt27eX559/PpiNY61jJnDvvfdKv379jOnh3A8zVikkkC4CcGhWo0aNkOy///57Oe6440LC/LjzyCOPyMMPP2ys2tixYwVmMygkEDQC+Ahw5ZVXGqvdu3dv6dmzpzGOgZkhULJkSdm8eXNEYTDVBhuqFH8QoCLVH+eBtSABEjAQoCLVAMUQdP/990vfvn0NMf8G3Xbbba6zkVwPylIEXviffPJJu3Q8NPz111/2PjdIgARiI4CZqJiR6iVDhgxxtZPmdRzjgkUAL8YPPvigsdKDBg2K6nTEeCADSSBGAkFWpOIDBJ5LTAJzGTfccIMpimEk4GsCkyZNkssvv9xYR9hI7dWrlzGOgZkhANu0eAcOF5pjCieS3X0qUrPLn6WTAAl4EKAi1QOOI6p58+YyZcoUR0joJpyMXHPNNaGB3CMBEshpAl9++aWcffbZnm38+OOP5bzzzvNMw0gzga+//jriuvree+/5crnygAED5O677zY2BB/h3BRFxgMYSAJxEgiyIhX2Iu+44w5jiwcPHhzhcM6YkIEk4DMCXivZ4LwWMyJr1qzpalvbZ83JuepUrFhRMGs/XA444AD5888/w4O5nyUCVKRmCTyLJQESiE6AitTojJDipJNOkuXLl7smXrdunZQtW9Y1nhEkQAK5R2DUqFERdgnDW7llyxaBLS5K/ATmzp1rvWg6j/TrtRYzjzt37uysqr3N2Uc2Cm6kiUCQFaleYwerZ9yUrGlCyWxJICUEZs6cKY0aNfLM64ILLhCko2SegFbQhZfMpf3hRLK7r88TZnDjWSpXpUCeklxtHNtFArlKgIrU2M4sHE3B4ZRJYJh8z549gpsvhQRIIP8Q6NSpkwwbNsy1wfAKu3PnTtd4RngTCJIi9cUXXxTYwzUJvJJjxiqFBNJFIMiKVNiQdlu+z9nc6eoxzDfdBD788EOpV6+eZzFUpHriSWskHIEuXrzYWMbu3bulcOHCxjgGZpYAFamZ5c3SSIAE4iBARWpssLwcyhx66KGyffv22DJiKhIggZwhULlyZVm5cqVre/AACG/alMQIBEmR6uVY5JZbbpHnnnsuMQg8igRiIBBkRSpMI7k5lHrooYdcHVHFgIVJSCBrBD777DOpVauWZ/lUpHriSWskzDLBPJNJ8AEcH8Ip2SdARWr2zwFrQAIk4EKAilQXMI7gn3/+WUqUKOEICd08/vjjZcWKFaGBPt7DUrn+/fvbNcSM2p9++sne5wYJkEB0AliEgxkLe/fudU3cpk0bGTdunGs8I7wJBEmR+vbbb8sll1xibNB1110nmLFKIYF0EYDJC6cTSZQDJeSRRx6ZriJTlu/EiROlVatWxvx69Oghjz32mDGOgSTgZwKx2FCnIjV7ZxBKbii7TUKTTCYq2QmjIjU73FkqCZBADASoSI0OycvzJo6+8MIL5d13342ekU9S3HzzzTJ8+PCQ2tAySwgO7pBAVAJwUgBnBV7y8MMPW8oMrzSMcycQJEXqrFmzBC/FJmndurW89tprpiiGkUC+J+D1EaJbt27y1FNP5XtGBBA8Alg2juXjXkJFqhed9MbB7ALML5gEk0vgDIySfQJUpGb/HLAGJEACLgSoSHUB4wiGfTuvB/mg2b+jItVxcrlJAgkSePPNN6VFixaeR8PDfMOGDT3TMNKdQJAUqZ9++qnUrl3b2JiLL75YoCyikAAJRBLAh+jGjRtHRqgQmsUwYmFgAAjAQS0c1XoJFaledNIbB0dgbo6+1q9fL2XKlElvBZh7TASoSI0JExORAAlkgwAVqdGpN2nSRGbMmOGacMKECXLFFVe4xvstgopUv50R1ieIBB588EHp3bu3a9UPOOAA+eOPPwSmMyiJEdiwYYOMGDEi5OC77rpLihUrFhLmh52vvvpKzjjjDGNVoEyHUp1CAiQQScDLKU+HDh1k1KhRkQcxhAR8TmD16tVSqVIlYy2rVKlimbPAqpZ27doZ0zAwvQTwgXPq1KnGQlatWhV1xZHxQAamnAAVqSlHygxJgARSRYCK1OgkzzzzTFm4cKFrwh9++EGOOeYY13i/RVCR6rczwvoEkQCUY++//75r1U8++WRZsmSJazwjcovAt99+K3jgN8m5554rmLFKIYF0EoCJnnAzPUH4kPP5558LxohJaGfaRIVhQSCAD4Fly5Y1VhUTNKZNm2aMY2BmCGBFEVYWmQROQt3u56b0DEsfASpS08eWOZMACSRJgIrU6ACPO+44Wbt2rWvC8BcX14Q+iaAi1ScngtUINAE4oIMjOje54YYbZOTIkW7RDM8xAlgKWK5cOWOrqlWr5vkxzngQA0kgTgJwajZmzBj7KCyXnz59ur3v1w18qMYHa5NgtQ9W/VBIIGgENm3aJEcffbSx2lylYMSS0cCrrrrK1Xb5okWLotq3zWhl83FhVKTm45PPppOA3wlQkRr9DBUvXlx+/fVXY0LM9vDy2m08KMuBVKRm+QSw+MAT2Lp1qxxxxBGe7Rg2bJjcdNNNnmkYmTsEoFSHct0kWMaJGasUEkgngaAqUpcuXSqYwW+S5s2by+TJk01RDCMBXxOA5/cjjzzSWMfzzz9fPvroI2McAzNDACYVxo4dayxs3rx5cvbZZxvjGJhZAlSkZpY3SyMBEoiDABWp0WEddNBB8ueffxoT7r///vLXX38Z4/waCAXPgAED7OpBGbxixQp7nxskQALeBLxs+ukjsVy1Ro0aepe/CRDYs2eP/PbbbyFHwj6qH5cr//7771KkSJGQuuodLO9ct26d3uUvCaSFQFAVqV62JOEQxstGfVpAMlMSSAGBnTt3StGiRY05nXXWWZajo0KFCrmmMR7IwJQR6Nixo6v95Tlz5kitWrVSVhYzSpwAFamJs+ORJEACaSZARWp0wHjQcZt1esghhwgeligkQAL5h8DTTz8tXbt2dW0wFH07duwQXB8oiROYO3eu1KxZMyQDKCTd7M6FJMzwzj///CMFCxY0lopVDV5mIIwHMZAE4iQQVEWq8zk0vMl169aV2bNnhwdznwR8T2D37t0Cp5NecsEFF7h6jvc6jnHJE7jllltk6NChxow++OADqVevnjGOgZklQEVqZnmzNBIggTgIOB9g4QzDzeB/HFnmVNJoD0KwiedlPzWnYLAxJEACFoGrr75aXn31VVcapUqVElxbKckRCJIiFS11W73AD27J9QMeHRuBoCpSvcxi4EPKZ599FhsApiIBHxGA/wR8XPPyo0BFavZOGD6G46O4STALHrPhKdknQEVq9s8Ba0ACJOBCgIpUFzD/BXt5k0WSpk2bytSpU70zYSwJkEBOETj++ONl1apVrm26+OKL5e2333aNZ0RsBIKmSIXdXNjPDRfMUIaZggIFCoRHcZ8EUkYgqIpUzN6HyQ6TnHHGGbJgwQJTFMNIwPcEYP7r77//dq0nFamuaNIe0b17d3niiSeM5eD5Dc9xlOwToCI1++eANSABEnAhQEWqC5j/ggcOHCh33HGHa6K7775bHn/8cdd4RpAACeQWAbwUHXzwwZZizK1lffv2lXvvvdctmuExEgiaIrV06dKyceNGY+t27dolBx54oDGOgSSQCgJBVaTCzrzb2Khatap88803qcDDPEgg4wRgNxv2s92EilQ3MukP79mzp/Tp08dY0Ouvvy4tWrQwxjEwswSoSM0sb5ZGAiQQBwEqUr1hhb+YhKd+7bXXpHXr1uHBvt6/7bbbZPDgwSF1hH0/CgmQQHQCixcvltNOO80z4bRp06RJkyaeaRgZnUDQFKleM5Xhwfnwww+P3mimIIEECcyfPz/E1NDRRx8t5513XoK5Ze4wryXQlSpVkpUrV2auMiyJBFJIwG2Vgi6CilRNIvO/vXr1koceeshYcMuWLWXixInGOAZmlgAVqZnlzdJIgATiIEBFqjcseG30ss+1YcMGwSykIMnNN98sw4cPD6mylw2nkITcIYF8TmDcuHHStm1bTwqYlXjsscd6pmFkdAJBU6RCwQ5Fu0lwr4XtXAoJkEAkAcxIxczUcClTpoysX78+PJj7JBAIAviYsWnTJte6UpHqiibtEf369XNdOUTzTGnHH3MBVKTGjIoJSYAEMk2AilRv4nAm5fYQD7t3e/fu9c7Ah7FUpPrwpLBKgSHg5aAAjShatKjA5h8leQJBU6TWqFFDvvjiC2PDMasOs+soJEACkQRgI9V03SxRooSnIioyJ4aQgH8I4EMA3rPchIpUNzLpD3/qqafkzjvvNBZ00UUXyTvvvGOMY2BmCVCRmlneLI0ESCAOAlSkesPysm+EuN9++807Ax/GUpHqw5PCKgWGwDnnnCPz5s1zrS+UaXBSR0mewLZt2yIUk3Xq1HG1p5h8icnlUL9+fZk9e7Yxk6+//lpOPfVUYxwDSSC/E4DC9Oeff47AAAUrrgMUEggigYoVK8r3338fUfUDDjhAJk+eLEceeaScddZZEfEMSD8BmDi79dZbjQU1atRIZsyYYYxjYGYJUJGaWd4sjQRIIA4CVKR6w8KsU7dl75itunbtWu8MfBhLRaoPTwqrFBgCmHG6c+dO1/p269ZNMNOBkv8ING3aVGAf1ySYXQslPIUESCCSgNvMPSz5h6M2CgkEkYBWAoXXvVChQgLHlZTsERgxYoTcdNNNxgo0bNhQ3nvvPWMcAzNLQI8h2LR94IEHMlt4BksroJQNeRksj0WRAAmkgAAVqe4Q161bJ+XLl3dNULt2bfnkk09c4/0aQUWqX88M6+V3As7rpVtdX3rpJbnmmmvcohmewwSuuOIKgbdfk3zwwQdSr149UxTDSCAlBIYOHSoff/yxnRds9vbo0cPe9/MGzF6sXr06oooFChSwTCjhl0ICQSPgZTcbpsEwWYOSHQKjR4+W66+/3lg47tW4Z1OyT4CK1OyfA9aABEjAhYBTMfDpp5/Kueee65Iy/wW/8sorngoR3IBfeOGFwIGhIjVwp4wV9gkB2Mxq1qyZZ22WLFkiJ598smcaRuYmATghgzMyk6DvwO4ahQTSReC6666TMWPG2Nk3btxYpk+fbu/7eaNq1aqybNkyYxXhhGr//fc3xjGQBPxM4Oyzz5Yvv/zSWMU///xTsMSfkh0CXu94559/vnz00UfZqRhLDSFARWoIDu6QAAn4iQAVqe5nA0bIvZboDho0SG6//Xb3DHwa8/7778vYsWPt2hUsWDCQCmG7AdwggQwR6NOnj/Ts2dO1NCzXwzJU/FKSJ7B161aZM2dOSEZYcnfQQQeFhPllx/SRStdt4sSJ0rJlS73LXxJIOYEgK1LPOOMM+eqrr4xM4IQKJlUoJBA0Apic4mYznf06u2cTq0ewisQkHTp0kFGjRpmiGJZhAlSkZhg4iyMBEoidABWp7qwwe8hrNgdt3rmzYwwJ5CIBzEb18uRauXJl+e6773Kx6VlpE66xNWvWDCkbJlfKli0bEuaXHdjHxQc2k+Dj1bXXXmuKYhgJpIRAkBWpGOcY7yaBE6rixYubohhGAr4mULduXdeZjfgoWL16dcEHWkrmCbz99ttyySWXGAvu3r279O/f3xjHwMwSoCI1s7xZGgmQQBwEqEh1h3XSSSfJ8uXLXRPs3r1bChcu7BrPCBIggdwhsH79eqlSpYpgOZ6bwDYqbKRSUkMgaIrU+++/X/r27Wts/LBhw1wdWxgPYCAJxEkgyIpUL4XThg0bpHTp0nHSYHISyD6BCy+80NNp0QUXXCAzZ87MfkXzYQ1mzJghTZo0Mba8a9euMnDgQGMcAzNLgIrUzPJmaSRAAnEQoCLVHdaRRx4pW7ZsMSaAvS7Y7aKQAAnkDwJTpkyR5s2bezb2mWeekVtvvdUzDSNjJxA0Reqjjz7q6lUWL2V4OaOQQLoIBFmR2qhRI1eF0qpVq6RixYrpwsZ8SSBtBKKtYqEiNW3oo2YMZ1INGjQwpuvcubMMHjzYGMfAzBKgIjWzvFkaCZBAHASoSHWHhdmme/bsMSYoUaKEbNq0yRjn98A1a9aEGL+HN1za7vP7WWP9sk2gX79+cu+993pWA84J4KSAkhoCQVOkwqY2bGubBMs377vvPlMUw0ggJQSCrEjFRyp8rDLJ0qVLBSuEKCQQNAKXXXaZvPXWW67VpiLVFU3aI2B//bzzzjOWw9VFRixZCaQiNSvYWSgJkEAsBKhINVP6448/5JBDDjFHqtBTTz1Vvv76a9d4P0eYHKLk5eX5ucqsGwlknUCrVq0EDoO8ZNu2bVKsWDGvJIyLg0DQFKlDhw6VW265xdhCOCnr3bu3MY6BJJAKAk8//bRglpWWM888Ux588EG96+tfOH2B8xeTLFy4UKpVq2aKYhgJ+JpA69atZcKECa51pCLVFU3aI+bNmyfnnHOOsZxTTjlFFi9ebIxjYGYJUJGaWd4sjQRIIA4CVKSaYc2ePVvq169vjlShl156qUyaNMk13s8RVKT6+eywbn4lAEdSK1eudK1ekGepuzYqyxFBU6SOGTNGMCvQJHfccYc8+eSTpiiGkUC+J9CmTRt5+eWXjRzg9bxGjRrGOAaSgJ8JwMGgl910KlKzd/YWLVrk+oGmatWq8s0332SvcizZJkBFqo2CGyRAAn4jQEWq+YxEW8YLpyKwhxdEoSI1iGeNdc4mgX/++UcOOugggYM5N+ELkRuZxMODpkjFzCPMQDJJp06dZMiQIaYohpFAvifQoUMHeeGFF4wcPvzwQ6lTp44xjoEk4GcCXv0a9eZzQ/bO3rJlywQKU5OccMIJns6GTccwLD0EqEhND1fmSgIkkAICVKSaIcI+ziuvvGKOVKGYjYpZqUEUKlKDeNZY52wSWL16tVSqVMmzCg8//LA89NBDnmkYGR+BvXv3yq5du0IOgskV2HX2o0ydOlUuvvhiY9XatWsno0ePNsYxkATyOwGYxIBpDJO8++67Au/nFBIIGgHT87ZuAxysYeVb9+7ddRB/M0gATuyOP/54Y4kIX7FihTGOgZklQEVqZnmzNBIggTgIUJFqhgW7ObCf4yZwNIWlvEEU04MdbaQG8UyyzpkiACcocIbiJUH+uOLVLsbFTuD999+Xhg0bGg+Ajd3x48cb4xhIAvmdQLdu3WTQoEFGDG+//bbrBwrjAQwkAZ8QuO222+TZZ5811gb2jOvVq2eMY2D6Caxfv17KlStnLKhChQqCD+iU7BOgIjX754A1IAEScCFARaoZTOnSpWXjxo3GyP32208wUyqoQkVqUM8c650tAtFMfaBea9askfLly2eriizXBwRgy/Hcc8811qRZs2auXsmNBzCQBOIkADu8Tod4devWlXHjxsWZS3aS9+jRQ/r3728sHG1q2bKlMY6BJOBnAnfddZerbewZM2YIZqVSskPgp59+kmOOOcZYOBSsa9euNcYxMLMEqEjNLG+WRgIkEAcBKlLNsA4++OCIJaU65aGHHirbt2/Xu4H7pSI1cKeMFc4yAS+P0qgarhc7d+707ZLzLOPLN8V7Oa9o0KCBzJo1K9+wYEMzTwCOzuDwTEvjxo1l+vTpetfXvzCL0qtXL2Md4awH5pYoJBA0Avfdd5889thjxmpzprURS8YCt2zZIkceeaSxPEym2bBhgzGOgZklQEVqZnmzNBIggTgIUJEaCQuOZQoVKiRuy92DvuQDDwd44deCGbZNmzbVu/wlARIII1C5cmVZuXJlWOi+XcymcntZ2peKW7lOADbVqlSpYmxmzZo15bPPPjPGMZAEUkEgyIrUvn37Cpx4muT555+X9u3bm6IYRgK+JuD1geCNN96Qyy+/3Nf1z+XK4eN30aJFjU08/fTT5auvvjLGMTCzBKhIzSxvlkYCJBAHASpSI2F9++23ggu3m2C53OzZs92iGU4CJJBDBPBh5aCDDpLdu3e7toozplzRJBUxf/58wUxOp8DTLmaL+FHwkaps2bLGqvHFzIiFgSkkEGRF6pNPPilYBm2SIUOGSKdOnUxRDCMBXxPo06eP9OzZ01hHPFdccMEFMnnyZGM8A9NLAM90BxxwgLGQ0047LWTCiTERAzNCgIrUjGBmISRAAokQoCI1ktqLL77oOfvhpptukmHDhkUeyBASIIGcIwCHA5UqVfJs18KFC6VatWqeaRgZP4G5c+cKZnI6Zd26da7KSme6bGz/+uuvUrx4cWPRmNX83XffGeMYSAKpIBBkRergwYPl1ltvNWIYOHCgdO3a1RjHQBLwM4EnnnhCunfv7lpFKFJnzpzpGs+I9BHAqsOCBQsaVx9CeYePtpTsE6AiNfvngDUgARJwIUBFaiQYPMzjod5Nhg4dKrAzSiEBEsh9AlOmTJHmzZu7NrRAgQKyY8cOKVKkiGsaRiRGIGiK1D/++EMOOeQQY2OPPvpoywsw7OlSSCAdBIKsSB05cqTceOONRixw9nfPPfcY4xhIAn4m8PTTT3t+BKAiNbtnDzNSTauNKlasKKtWrcpu5Vi6RYCKVHYEEiAB3xKgIjXy1ODBxsspCOyLYtlHUAWeQjHrVgu+yL7yyit6l78kQAIOAniJv/feex0hkZvbtm2TYsWKRUYwJCkCQVOkYoYLbE67yYIFC+SMM85wi2Y4CSRFIMiK1LFjx0q7du2M7X/kkUfkwQcfNMYxkAT8TABmKTp37uxaRSpSXdFkJAI2UmErNVxKliwpP/30U3gw97NAgIrULEBnkSRAArERoCI1klM0xzJ79uyxloNEHhmMEMymHT58eEhl3RxrhSTiDgnkQwKtWrWSiRMnerYcS7qPOOIIzzSMjJ9A0BSpaOH+++8vf//9t7GxcDYVbqrAmJCBJJAAAXwkXbp0qX1k+fLlpUWLFva+nzfGjx8vV155pbGK8HwOW5MUEggagVGjRknHjh1dq01FqiuajETguW3r1q0RZWFliUnBGpGQAWknQEVq2hGzABIggUQJUJEaSe6www6T7du3R0aoECwD+fPPP41xQQmkIjUoZ4r19AMBeGGHN3YvoSLVi07icUFUpOIFDEv8TQInhXBWSCEBEggl8NZbb8lll10WGvjf3p133ikDBgwwxjGQBPxMwGumNepNRWp2zx5M7mzatCmiEgceeKDs2rUrIpwBmSdARWrmmbNEEiCBGAlQkRoJqlChQrJ3797ICBWCm+6PP/5ojAtKIBWpQTlTrGe2Cfzzzz8Cz7omG1rOulGR6qSRuu0gKlJh4gE2c03y7rvvyoUXXmiKYhgJ5GsC06dPl4suusjIoEuXLvLss88a4xhIAn4m8Nprr8lVV13lWkUqUl3RZCSibNmysmHDhoiyChcuHPW5L+IgBqSFABWpacHKTEmABFJBgIrUUIqwYXfWWWeFBjr2YN8OaYIsVKQG+eyx7pkksHr1aqlUqVLUIjEDEQpXSmoJbN68Wd5+++2QTLH818+OvYoXLy5QrJsEbbn44otNUQwjgXxN4IMPPpAGDRoYGWBp9IgRI4xxDCQBPxN48803Xc1r4F7QqVMnadKkiZ+bkNN1w/MdnvPCBbbO3SbUhKflfnoJUJGaXr7MnQRIIAkCVKSGwsMDDeyMuckVV1whEyZMcIsORDgVqYE4TaykDwhMmTJFmjdv7lkTPnB74sl3kcccc4yrkwrY2m3ZsmW+Y8IGk0A0Ap9++qnUrl3bmKxt27YyZswYYxwDScDPBLyeIeDEsm/fvn6ufs7X7aSTTpLly5cb24kVSQUKFDDGMTBzBKhIzRxrlkQCJBAnASpSQ4Edd9xxsnbt2tBAx14ueI+lItVxQrlJAh4E+vXrJ3jZ8RI6JfCik//i4KEZnppN8tJLL8k111xjimIYCSRNAB95nStmYN+5ffv2SeebiQy8VgO1bt1asESaQgJBIwBzLo0bNzZWm7Z/jVgyGnj66afL119/bSwT/jDgF4OSXQJUpGaXP0snARLwIEBFaiicQw89VH777bfQQMce7Hi5PRQ5kvl6s1u3bvLMM8+E1JFLWEJwcIcELAJ4gfeagV6iRAm59dZbpWfPniRGAhYBL+X7Cy+8INdffz1JkUBaCFx33XUhMzfxrIJnliDIN998I6eccoqxqpdeeqlMmjTJGMdAEvAzATgYrF+/vrGKeHYIfxY3JmRg2ghUr15d5s+fb8wfts6LFi1qjGNg5ghQkZo51iyJBEggTgJUpIYC83I0hZRbt26Vww47LPQg7pEACeQkAczoWrFihWvbOKPEFU3KIh599NEQZVDNmjV97cH7qaeeEvQLkwwdOlSwIoBCAukgEGRF6sqVK6Vy5cpGLDC5NG3aNGMcA0nAzwS8TFbcdNNNMmzYMD9XP+frBnMiOEcm+eWXX+TII480RTEsgwSoSM0gbBZFAiQQHwEqUvfx2rZtmxx++OH7AsK2aAsxDAh3SSCHCcA+FhxI7d6927WVL774okB5QUkfgXbt2snYsWPtAuDZ+5133rH3/bbx3HPPCbyMm2TQoEFy++23m6IYRgJJEwiyInX9+vVSrlw5IwPM6Hv//feNcQwkAT8TmDdvnpxzzjnGKp5wwgnWhzXeE4x4MhKIawtmDZvkhx9+ENg8p2SXABWp2eXP0kmABDwIUJG6D87MmTOlUaNG+wLCtqBUgXduCgmQQO4TgCdXeHT1ki+++EKwNIySPgJBU6SOGjVK4GXcJI8//rjcfffdpiiGkUDSBIKsSN20aZMcffTRRga1atWSOXPmGOMYSAJ+JrBo0SKpVq2aaxUvuARbO4AAAEAASURBVOACwbsHJTsEYP4EdmxNAn8Zbh93TOkZlh4CVKSmhytzJYF8QQCzojATMl1CReo+sn369PG0dVi3bl3XL5f7cuEWCZBALhDw8raL9sGb6/bt22lDK80nO2iK1HHjxgm8jJukd+/envcY0zEMI4FYCQRZkeq1Iuiss85ytWMYKxumI4FsEFi2bJlUrVrVtWgqUl3RZCSiefPmgmc9k8Cs0/HHH2+KYlgGCVCRmkHYLIoEskVgz549cvlll9kzFl9+5RUpWbJkXNWBk6MZyjHAlKlTZfWqVbJ582aB18DSpUtbM6MqqtlR5593ntRv0CCufL0SU5G6j87VV18tr7766r6AsC18NcZDT9AFS08xM0pLwYIF5fvvv9e7/CUBElAEvJwGaUBQpsIhldd1Q6flb2IEgqZIHT9+vFx55ZXGxsIpGZSpFBJIB4EgK1J37dolBx98sBELnFAtXrzYGMdAEvAzgVXqXc5LGUdFanbPXsuWLeWNN94wVgIO8LyU4MaDGJhyAlSkphwpMyQB/xH4QNlvuvbaa+2KzVVLPsuUKWPvR9v4+OOPpauynYblTdHk8ssvl0fV7MlixYpFSxo1norUfYi8vDciFWZMpIL5vhKzswVnJ8OHDw8pPC8vL2SfOySQ3wlAGQalWDS55JJL5K233oqWjPEJEgiaIhV94TL1UdUkWNbv/IhlSsMwEkiUwEMPPSRT1Yd4Leeee648++yzetfXv1h9hY+6JoETqu+++84UxTAS8DWBdevWSfny5V3rSEWqK5qMRHhNoFm4cKGnWYaMVJCFCBWp7AQkkA8IdGjfXmbMmGG3NB5FKuyz4Ph4lFmY7TpdlRfvrFe7gv9tUJG6jwhm/m7cuHFfgGMLD/iYdZwLQkVqLpxFtiHdBOAIIpaXdypS03smgqZIna5WlcAhlkngVAQOpygkQAKRBPbff3/5+++/IyJgpxD2CikkEDQCP/74oxx77LGu1aYi1RVNRiLCZ/E7C507d66rozBnOm6nlwAVqenly9xJIOsEBg0cKE888URIPWJVpEJx11At1d+xY4d9PJR2uHCcdfbZUl49QMKb6XvvvScbNmyw02ADtl2GDhsWEhbvDhWp+4gdcsghtmmGfaH/bh122GGydevW8OBA7lORGsjTxkpnkABmR8G53O7du6OWSkVqVERJJYDNUXg+1oKldriG+VU++OADaeBifgf1Hjp0qF+rznqRQFYJFC1aVHbu3BlRBzihgkKKQgJBI/Drr79K8eLFXatNRaormoxE3HjjjTJy5EhjWVgpep4yp0fJLgEqUrPLn6WTQEoJ4AUbyk94dP5KTfufNGmStR1eSKyK1P79+skzzzxjH164cGEZPWaMwLGRU2A/6tFHH5XRL77oDJbxEyZI7dq1Q8Li2aEi9V9amA0MBbbbrGDYOILh8VwQKlJz4SyyDekk4OVBOrzcVq1axWQCIPw47ucmAXgXd3v5uv766+WFF17IzYazVSSQJAEonKB4CpfDDz9ctmzZEh7MfRLwPQH4vjj00EON9UR4x44dZcCAAcZ4BqafQJcuXQR+I0wya9Ys14+ipvQMSw8BKlLTw5W5kkBWCMAOKuyhRpNYFKlQyp5Tvbr88MMPVnZwXDJCfRlzWxYIJV8LZR/1C2V/VUubNm2kv8NxkA6P9ZeK1H9JwdlSxYoVXbHVr19f3o/hvLtm4KMIKlJ9dDJYFV8SiLYcz1npe+65x3JM5Qzjdv4lMH/+fIG9bZNcc8018tJLL5miGEYC+Z5AqVKl7OdhJww4ofr999+dQdwmgUAQgMNgrG4xyZlnnilffvmlKYphGSJwxx13yEC1qtQkMNPTuHFjUxTDMkiAitQMwmZRJJBuAtcoz+4ffvhh1GJiUaTCm2Od88+38zpbLeV/a/Jke9+0gaUGVzk8Alc744wQ5wKmY7zCqEj9l87LL78sUEq7SadOnWTIkCFu0YEKpyI1UKeLlc0CAZhRKVu2bEwljx49WmDHk0ICIADv4qeddpoRBjwET5w40RjHQBJIlkAf5YR02rRpdjY1atSQJ5980t73+0aFChVkzZo1EdXMJRv1EY1jQE4T8HKiduqpp8rXX3+d0+33e+N69Ogh/fv3N1Zzsnofhwk9SnYJUJGaXf4snQRSSqDjDTfIJ598EpEnlm84JRZFKvK5snVr+7B777tPsMzASzZv2hTiRRB2PVesXOl1iGccFan/4rnrrrs8Xzjg5R62dHJB8PXV6Tl6v/32c3WylQvtZRtIIF4CWNIF22VuctRRR8mFF15oRcM+9jHHHOOWlOH5jMC3335r2Tg3Nfviiy+Wt99+2xTFMBJImkC44xTMpsKsqqCIfmE21RdOqAoVKmSKYhgJ+JoATLaZnNXCoeXy5ct9Xfdcr9yDDz4ovXv3NjYTHz3x8ZOSXQL6vtCrVy954IEHsluZNJZeQC07zktj/syaBHxNoI1asjd79my7jrEoUsePHy93dOtmHzNEOaGA4xIvgeOpmmqWgZYSJUvKV199pXfj/qUi9V9kzZo1k3feeceVH74a4+sxhQRIIPcJwG41PKy7Cb2vu5FJfThMqkA5qQUevHG99qtgRh1m1pmkUaNGMmPGDFMUw0ggaQJBV6SefvrprjP04IQKEwcoJBA0Am6ObHGfgL8NSvYIwPeIm3IOKxWvVqtQKdklQEVqdvmz9DQRgJ3Q3eoLMaSw+krcoGHDlJQEezJr1661/mATCfuY7XOs+qukHP749Yt0IopU3EBfeeUVmxvsr5YvX97eN22EK19hu3NcEjbXqEj9l/LJJ58sS5cuNSG3wvA1GcvLKCRAArlPAIpSpxPA8BaPGDHCchIRHs791BOA2YSxY8faGcOGuNdHLzthljZg8xy2Hk0CJ5LOD66mNAwjgUQJBF2Res4558i8efOMzYcTqiOOOMIYx0AS8DMBOEvbtm1bRBUxUxX3Nzev8REHMCDlBLA6D3buTfKicu6MayoluwSoSM0uf5aeBgIr1VLyunXq2DkXVZ4HnTNG7Ig4NtatWydPPfWUTHrzTdm7d6/xyBIlSgg8JF+tZn9iVoqfJBFFarz1x4NkA6U4/fnnn+1Db7vtNrlH2XhJVDDDVbOE/VU3b8OJ5p/J46B037Vrl6XwdPOS6VYfN2+xSH/AAQdYCn23Y9MRvn37doFtJThZQPlBFSzHw0wSyGGHHSZwqBZUwYed3bt3y/777x/omTF//fWX/PHHHwKTDsWKFQvq6bDqjQ8c2qxKKvsXlvVjeb+bwDN7rVq13KITCs+V/oXFSfqlsUiRIoKXxWQkm4rURMYK7tO4n5ikZs2a8tlnn5mi0h6WrrGS9oobCsiVsYKm6eeWVFyPs61I3bFjh/X8Duc6Bx54oOHMeQedr3wGmExn4Sh8oMiUCRXnWME9EucmqJIrYyXV95VMnk+8uzrf25xl41lj5syZzqBAbSc75rPdWC9F6rBhw+Smm27KdhXjLj/IY8XU2CpVqsiKFSsEZhgeeeQRU5LcCFMnjpJPCKgLT56aIWr/qU6ecMuVsihP2b3IK1umjJ2fM2/TdoXjjst74403Ei4zHQcqJ1Qh9VcKypQWs3nz5jy1nDGkjBNPOCHvp59+Sqoc9fUfJjmsP3XTSCqvbB+sLrJWO6pWrRp3VdTLvs1B89C/JUuWjDu/ZA9QLwxWfQYNGpRsVlk9fsqUKTZXpVDNal2SLVwZnbfaojxvJ5tVVo8fMGCA1Y4y6pobdFHLvu3+pV5UUtac448/3s5XXwecv1u2bElZWTqjK6+80irzsssu00GB/FWKbZudcnyTdBvatm1r54dzoGakJp1nrBmoj7tW2aVLl471kDz1YhlSX2e/OeOMM2LOJ9UJ1UxYu16pHCuprmcs+anlllZbLr300liS+zqNsrFstUV90E66nuqjg32O0e+UjdSk84wng8qVK1vl45k+EWnYsGFI/Z1jR5nMSCTLhI5RDmXtevz4448J5eGXg/C8Ao54fgmyKIWwfU7wXBkkUSsU7Lo7+zS2lSI1SE2JqCvet9AOvH8FUerUqeN6bvr27RvEJuWpiRJ2m6ZOnRrINjgrrSavWO1RK3CdwTm3LTnXIjbISEB9qc1TsypCFHrJKFLV14WQvEyKU7ewx3x0kUunIvXdd9/Nq3b66RGcXn/9deM5iieQitS8PDXryL7phD/kYF95YI4HaUrSplORqhxr5SkzBfYflMjpEipS00U28XypSI3OTs2o8rwm6PFTtmzZ6JnFmIKKVDOooClSve4nyoSMuZEZCKUiNQOQEyiCitR90Jo2bep63VWr3vYlTPMWFalpBpxA9kFWpB6nJv+Y3i0QRkVqAp0hhYfUq1fP9dxQkZpC0ElkRUVqEvB4qP8I3NO9e4RCL1FF6uDBgyPycipNT1EvHSerr13OsPBt5bjBF5DSoUjdsGFD3g0dOhjb/1CKvv5RkZqX9/nnn7veSPGgk40ZYulUpKqlKhHtTdcgoiI1XWQTz5eKVG92mzZtihgfbi9ByvaZd2ZxxFKRaoYVNEUqWqFMmBj7EGY6Z0uoSM0Wee9yU6lIHTduXF6XLl3svyFDhngXnuLYZGekXn755cZxg+uvcviZ4tq6Z0dFqjubbMUEWZGKd2S3ZwgqUrPVo/4t12sWPBWp2T03unQqUjUJ/gaagLJhmnfvvfcalXqJKFI3btyYV07N5glXjB5Xvnzek2rpqXPpGZZRPv3003mV1UtIePqqJ52UhxdfLcr+WB6mf6fyb+LEiTp7199UKlIxLR/mE2DCILy9YPDmm2+61iPeCCpS86y+5faQg/D7778/XqxJp6ciNWmEKc+AS/tTjjTpDNOxtP+jjz5yfekJv05QkRp5CvP70n4QUfYhjX0olTOYI8l7h1CR6s0nW7GpVKRmqw263GQVqVdddZVx3OC6i2fVTAkVqZkiHXs5QVakYiVC+LOD3qciNfY+kI6UF154oeu5oSI1HcTjz5OK1PiZ8YgsE9ixfXveVwsX5kGB2K9fv7xLlG2dUsceG6HU00q+RBSpPXr0iMivirKv9MUXX7i2fuGCBXkoS5erf5922JF8b+bMiHidLtHfhx56yLVOOiJVilTU/0xlR81U15vVTMJU22uiIjUvr3379q43UjzspFJxrftLtF8qUqMRynw8FamZZx6txHQoUocPH+55PdAvQPilIjXyDKVakXrLLbfkHXnkkfZf69atIwtNU0giNlJRFeXs0NiHjj766DTVNHq2VKRGZ5SNFFSk7qOunGUZxw2utcoJ1b6Ead6iIjXNgBPIPsiKVNjGdj43OLcbNGiQAA3/HBJ0G6lNmjRxPTdUpPqjn1GR6o/zwFrEQQCKU5Mizy3shDidTSnvm8bZqFiWFE1GjhwZUbf6ysaJlqAqUpW3edcZvw3VjXZOmh4iqUjNyzvvvPNcb6R44EnWoZfum/H8UpEaD63MpKUiNTOc4yklHYpULI11vuh4bVORGnm2Uq1IjSwhcyGJKlKPOuooYx9KZX+JlwIVqfESy0x6KlL3cTaZHdLX31mzZu1LmOYtKlLTDDiB7IOsSK1Ro4bxfoC+HXQnv0FXpHrZZaYiNYGBmoZDqEhNA1RmmV4C6VakmmyjYin+P//8E7Vhu3fvzoPt1HClrjZEv23btrwFX36Z0j/YKo0mycxIxQxgKEvD23Taqafmvfbaa3l79+6NVnzC8VSk5uWVV+Yk9MN6+O9+++2XMNtkDqQiNRl66TmWitT0cE0m13QoUmvXru16PQi/PqRSMUYbqcn0hPQcm6gitXTp0sY+dPDBB6enojHkSkVqDJCykCSVilQ8Q4f/ZbJJyS7tv+2224zjBtfdd955J2NNoSI1Y6hjLijIitTzzz/ftV//+uuvMTPwY8KgK1K9zIm88cYbfkQetU4wD6ifVadOnRo1vd8TUJHq9zPE+kUQSLcitc0110QoDTHTNFbBV+twpWP//v1jPTwt6RJVpP799995V115ZUR7bunUKQ+2YdMtVKTm5RUtWtS+6eibj/4tUqRIuk+BMX8qUo1YshpIRWpW8RsLT4citUSJEq7XA31d0L9UpEaeFs5IzcurWLGisQ8VKlQoEliGQqhIzRDoOItJpSK1Xbt2If2ucePGcdYmueTJKlLvvvvukPrr6yx+M2liiYrU5PpBOo4OsiIVy/edfdm5nWpzbelg75Vn0BWpnTt3dj03//vf/7ya7ts4KlJ9e2o8K1YAseriQMkBAsrTp8z74gtjS9ScUXl/1qyQOGUPTJZ/+21ImNuOml0pykGUqJetkCQLv/pKSpYsGRLmtjN2zBhRjq9CopU3XPnwo49CwjK5o5TDol5U7CLnKn5lypSx99021EO0DBo40I5WX15k8HPPiVpuYIelc2P+/PlSvXp1qwi1xESUkjrm4tQDgKxatUoKFiwo5557rvG41atXizLlIOgjp512mp1GzSwWZQ/X2kc44iFfqX6wc+dOUTN65LjjjpNly5aJ+mIraqmk4Jjt27eLUjJa/Qfp1Iup7NmzR8Bt2rRp0qtXL1E3dvnmm2+s/GL5h/qrWRzGpOXKlZO1a9daccqpmaxYsULULFWpVauWnX79+vWinLHJQQcdJGeddZYVjrqhLZCzzz7bYjR37lxrH3115cqV1rZ68bDyxI4zXNkBFPAdNGiQ3H777VbaWP8hb2WOQA477DA55ZRTIg6bMmWKKM/tFjflFEWUIlneeustKx1YgzkEbURbdX7FihWTU089VdQMbYsJji1evLiohw055JBDrHOIOiMdzodyGGedB2Xj0MoPTJAuHlF20azkJ5xwgtUHwo9VD9eycOFCK/jMM88UNePLTrJ06VJRHyNEKcZE2Va2wnWfRb+pWbOmqA8J8tdff1l97YADDhA1s91KV6lSJatv25mpjccee0ymT58u16ix/tJLLzmjom7jfIBjsmMF/MEX4jZWcE4wJtTsfFE2Ga3xBPZaZsyYIWrJknV9Qt+NR5QJEvnyyy+tQ5TdL9fzuWTJErt89GstOBZ5YFwpxzvWts6vWrVqoj5ciHJEKN9//73VhzDWnWPr008/DRmrYNqhQwcre/Q3tD0e0flhHOL+g7qhj3o9ztSpU8caM2CK69LDDz8sJ6l7GkQ5OxTc49BmXFNw/StcuLCopX3WdUyPLT3WlXd3u6yB6j4wadIkueyyy0QpDeJphmzevFm+++47QX5qRq3xWFzHMHbRPpw7Lagv6g3BtfOII46wxq4eC8r0iezYsUOU12wrDe4XuO7rsYXxo6/LSPfLL79Io0aNrLS4JisbZNZ2rP8WL15s54dxaJLPP//c6uOIRx/RgmvRmjVrrL5zzjnnWME6P4wFcMc1HNdypQQXnHd9HzJdiydMmCBqBY11PwK7WAX9Yfny5cbkGJu4DmiJdawgPcYFxgfGCcaLHivoY8cee6xxrOh7JM6ZsgduFZvMWAFDsAyXP//8U/A8ATn99NOtMaLToC+hTGXr1jhWkN+CBQtEvQBa1wXck3D9hpjGinI+Kmq2kFx66aXWmNHlxPKLejj7tumYWMaKciBj9aHw/NzGCs45xhpEtwlhGHtKgWhdE1FuPAJe4AbBmFZKARmjno+1KEWqKBv/oj7Yi1LuW31Ex+m+g/uefgYMv77jmQbXSIhpfCAczwi41uGZDeVhfOE57IEHHkB0TKLLHTVqlIwdO9Z4zKuvvmpdn/R9DQy1hN9XEB4+VvAciusxnk30fQXPMHg+0/cBnR/SXX/99dYunhlM/V2nNf067wOmYxMdK/p6p8cK3jHw7KzHium55ZlnnpHXX39d1IdgmTx5sqm6rmHhfduUUI8VPHvhGUxLLPcVvAcuWrTIOgR9ENzDn/d1frhuqpWL1i6eYZs1a6ajYvp1u846D8YzutdYQd/R9xXdZ3E8rsXoX/q+gudN5/M+7ul631ketvEMFsu7oj7O2Xf0M5OOc/7iHWjr1q3Wcw3Grhbdd/QzGMJxz8S9U99X9Fhx3lecz/tIhz8812Kc4Lw9+OCD8sgjj+hiYv6NNlbwfIHndEgi9xW8H+A9Ac+bpvuKfu4yVRhMSpUqZYqKCItnrIQ/g+H6qa+z+hkMz1H6GQLPYM6xgmsWrm/hY0XfY5xjRc1IjVufkO6xgmuqfkfFu50eG857jHO7YcOG1vs/xr+aPBHBPmcCPNWsjMwZAn+rpfXhs0HjsZGqbpoRx1c/++y4+KgHtYg8ypUtG1ceqU6cyIxUzEY9uWpVuy2lS5XKmzplSqqr5plfMjNStVMWpbBzLePWW2+1vvZhuaxT1EO8/RXQ6URAG2WHMzKIelGy0mHZaz1lC1ddMPNuvvnmPPXAZm3DJATC1INInrqRW9v4QhqrqJufdQzyMP056/3CCy9YadRNMCR7pUixwk888UQ7XD3Y2/mpF9g8peiw92ELWJf18ssv29tKOWdvK6WOta0UqXaesW507NjROlbdfFwPUUpEK41S0oakefvtt+06qAdFK07bLQN/SJ8+faw0mHXVvXt3a1s90FnnBe3COdHLZZy2oZTiyTo+nn+a0/jx442HqRu+XV/1MhGS5uKLL7birr32Wjsc9qiQp55JqM06YEY7zGggDuYcdN/W5eNXM1OKVDu/WDdGjBhh5a2UoK6H6GWNSoEdkkY9dFjHog4ff/yxHafHAM4BRD2sW+latWqVp2dA4Nwp5b59PPJAv8Avxky8opR1dl64lruJLv/GG28MSaIejqzjH330USsc13LUBX/qgdcKQ5/HvlIM5akHc2tbjy31Ym+nRxpn/8JYjlcwlpHPiy++aB2qlIUh+SPO+acUlXn42g+B0yPEXX755dY+/qmXCyvs+eefz4MJG8RjhivEObYQjzj1Ymb9YhvnHb84j/GKvo6oFx/XQ3FNRf7qw1VIGqUEteugFJ9W3CuvvGKFqQdza1895Ntp1MtFnh5bbdq0ydPLFuEUCnmjDP2n8wspMMpO3bp1reORHwQzkdQLof2HGa9wPoUy1EffkNzUByIrHEvrtej7hu6L1/3n0Aaz9Zxjy3lddm6jHGd+Ol+vX/XCZzPQLPQv2uMUeG1GHK7bToFjTYQrpZQdfMcdd1hh6kXKClMKRWtfKYasdEiP4yAwI4B9pfi3fp3XgUTGiu7bStll5R/+T72MW+WgTDxXOMVktkKvBMG1EaI9W+M+rhQldl76vuscK9r8Bp4P4hXdt3Gdd5P77rvPKl99uApJopSkdr3UBykrTt830G6IUgzYaZSSJE+vZNDjG+n0/QXPTsnMSFUv2nZZuHaZZqRqe73PPvusVT/978knn7SOVQoGHZQXfn3HMwDqiz/nmHBu43kL8ZhNqq/vzj5rZ+6xoT6I2eXo8sJ/R48enac9bN9www0huamXcet43C+03HXXXVYY+j1EKRStfYyV3r17W9tKGWvF6b6ty8T40tu4RsQrum+7rbRTykc7f6VECMlePzs5+zaeG1Af9BuI+kBu7ffs2TMPS3d1XXEf09v6V1+f0Q/jFaW8tvLDfc9N7r//fisN6uQUXKd1HbRZBjzH6TClPMpTH8TsffXBNO+SSy6x9q+++mr7eV+nVx/47LS4PsQr+l1B3wdMx+vVKOFjxWTiJfzZRTutVR8R85RC1a6r+jBgb+u2OH/Vhz5TVVzD8D6hj8d7hpugHkiHejlFfeSzwp1jRc8E12MF7cex6iOA/bxfoUIF+3kf72n6vUA/Q+G6nYioDwFWWW5jBf1CtzfcGTWexRGHfqMF11SE6bGCazj2MVbwPKLz0vcVvW/6xbNOrOK8D6BvmwR1QDnhz2B4JtDl66X46iOuFabHHq4TOo1SotrP+7he6L6t7/X6+oP0Oj9TfdzC9DtC+HXWmV6/o+K66hTn87sOd17f0WfV5AerLbieO9/BnWPF+T6M51q0Be3MZfn3CSKXW8i2WQSSVaTi4hWuiMUFOV45SSmtwvPBC2G2JBFFqprZG9IGrTzMZBvyuyJVfaG3b076JuX8VV9b7dOhb7xUpFKRaneKGDeoSP0XlH7R9qsi1fmi57wO6G0o8LRQkSp5mVCktm3bNuQafdFFF/lekapmLYXUWfcf/Iab7KEilYpU9As1Q0xfWmL+zU+KVChGqEilIhVjJZcUqWo1X8zjHQmpSN2Hi4pUsSatUJG6r08EeYuK1CCfvTjqnqwiFTO/whWgff6bnRRHNfLqqlkW4fmo5QXxZJHStIkoUu/o1i2kDd3VF/1hQ4fG9YfZFclIflek6lmszhdd5za+RGuhIpUzUtE3OCP13xlKuTgjVc+AdV4DnNt6JiCuCVSkUpGq7w3hv3oWmLPv6G21pC0kORWpVKSib1CR+u99RY+T8F/MfKIilYpU9ItcUqRiVU08QkXqPlpUpFKRuq83BH+LitTgn8OYWpCsIlXZNg1RHkIZOvq/ZZUxVeC/RJeqqfzhitTwJTLx5Jds2kQUqcoOakQbwtsUbR/LjZOR/K5IbdGihevMITywYUmrFipSqUhFn6AiNXcVqVimH/4C79zHkiQtVKRSkar7QvivXhrn7Dt6G0sVnUJFKhWp6BtUpHorUmECgYpUKlIxVnJJkYrVC/EIFan7aFGRSkXqvt4Q/C0qUoN/DmNqQbKKVHijD1cOJmLDo51a7peKfGJqdAyJElGkOu2jhrcl1n0qUpOzkaptsuqX3PBfZejcPvu5okiFPUVtQwc2kJxLi5x2HGkjNfTFjjZS8yJs6NmDI2wjqDZStemB8OuA3oeyAzNI8KftdNJG6vmW8jldNlKDuLQfH0l1nwn/hW09p1CRSkUq+ggVqaH32/BxA3MwVKRSkYp+kUuKVOcqF+d9wW2bitR9ZKhIpSJ1X28I/hYVqcE/hzG1IFlF6tXKMHK4khC2QuMVOGYJz2eMMkafLemojN/r+pRSTlKiOXNQHujzYORfH5Pob4MkjS/n9xmpUCSGP7Dr/XDHLbmiSNVG4nU78auFilQ6m9J9wfQb7ozElAZhQVSkwkGA8mDtej1wjhfnNhWpVKSGjwOvmc3Km3JIcipSqUjF9SQVilQ4Y4GdZ/0H54S54mzqgQceoCKVzqas+3MuKVK1g6eQm4LHDhWp++BQkUpF6r7eEPytfW/iwW8LW+BBIFlFalPlKCJcafjpnDkeJZqj4FU1PJ8R/z1kmI9gqIlAflekam+oTsWI3nY6lgE7KlK5tB99g0v7c3Npv9PLsL4GxPJLRSoVqeH3Vu1529R/4F3dKVSkUpGKfpIKRaqzX+ntXFGk4pmfM1I5IxVjJZcUqWeeeaYeqjH9UpG6DxMVqVSk7usNwd+iIjX45zCmFiSrSL24WbMIBSi+mscrcMwUrkidoL7EU+IjQEVqMdcZaCeddFIITCpSqUjFQzwVqflTkbrffvsZrxVUpFKRGnKjUDvt2rUz9hVcP6hI/ZeWNi8zYgQVqVSkrnQdL2CDPypSJW84Z6RafYGK1H/HxJdffhl+67H3GzVqZLFq3769HYYNvNdgPMGxppa71fs0wvTs2Geffdbax4q9Pn36WNsVKlTI6969u7UNk2h6ZdshhxxihcFxbyJy6KGHWsePHDnSeDhsiutrAGbcO4WKVCpSnf0h6NsF0ADV2Sk5TmDP33+L+nIe0kp1IZTl334bEua2c0OHDjJ9+vSQ6BEjR4qyKRYSFm3n9ttvl9cnTgxJNm7cOKnfoEFIGHe8CcyYMUOaNGliJVI3UalYsaL3AY7Y1atXi7qRi1oCL0qZYMVgW9mStFNNVOfoww8/tPK944477PDt27eLejC29hGuy+3Xr59s2LBB1MwDueSSS0S9ZIl68RT11VbUjDFR9uXkvPPOE3VzlfXr10uVKlVELTeWww8/3Cp32rRpcswxx0jPnj3tsrw27rrrLlG2QI1JqlatKsrunx33+eefy0svvST777+/DBw40A5Hme+8846ohw5Ry8+scNStf//+1rZ6YJEDDzxQ7rnnHmtfvWTLmDFjrO3rrrtORo8eHbGtXjKt9rZs2VLq1atnxcf675VXXhHlJEtOOOEEufXWWyMOe/XVV2XOnDkh4c8995y1v2TJEhk2bJi1PWjQIOvc6vTKfqRg3L377ruiTABI8eLFpVq1avLee+9JmTJlpHz58vLJJ59Y5wT1R9847rjjZM2aNVZ+YAZ28Ujnzp2t5MrJj6iHt4hDf/jhB1EPelY4zjnOvRa0A+2pXr26gDkE7UZ7Dj74YFHOK0Q9/Mmvv/4ql156qRxxxBGilOVSoEABufLKK610Oi/86rYom1aC8xaP4HzgvBx00EEyYMAA46F6rKgHVrnzzjvtNDt27BDlpM/a79atm1SqVMnaRv9CP1Mz2qz667ECTr///rs1LmrXrm2lQTot6Bffqus1xoyyO6eDY/rdvHmzoD9DMH5LlSplPE55WLbLV7Pz7DQ4FnlcfPHF0rhxY2tb59ejRw+rH82ePVtef/11UbPFBfV3jq2uXbvK3+oepEWfE+yDR5EiRXRUTL/gqcysyLXXXmv1Zec1KjwDnDvTteL000+Xjh07WslxvLKrLG3atLHynTBhgmAs4LrmHFuIx7WkUKFCsmfPHutYnPfvv/9eTjvtNLnxxhvDi/fcnz9/vnUdKViwoIC9SSZPniwzZ860zpm+9iLdn3/+afc3XO9w3cPYffHFF0Upj0W9VFn1evLJJ61sMd5ee+01e2xt2bJF1CwZUZ7qBfeEjRs32sXr/OyAGDZw3Vm5cqWVn3LoJRjjGANa1IubVSf0cYxT3A+0vP/++/Lmm2/KYYcdZl8Xnn76aeu+gb6EvojnBOWYUtQLpXXe9dhyXped28jbmZ8uy+tXXzNNacLHDfhiPNaqVUuuvvpq+5BevXrJpk2bpFmzZvY9Gm1DG/EMpl5qrXsrrhsYK+Cg7M1LyZIlreua7tvHH3+8xVOZErKuBSggkbGi+7Z6eRVlV9uup97AdRTXUwjq5nxOxHV1wYIFIX0b1zj0PbQZbUe/wrm+6KKLrGOHDh1q5WUaK3heQF9LZKzovo3r/ODBg60ywv/h/ob7HK5vbmOlS5cucuKJJ1rtQvsguI/ifqev8bi+4hqwePFi0eMb6dAP0UdwTcF1cNKkSdb9p3fv3oiOWdA/0E8g4f1KZ4Lnjp07d0qrVq2kTp06OtjqR+hPuO/pcsOv7yVKlBBccyHOMeHcxj33xx9/FOVgzWon8nD2WbtAjw1lCksefvhhjxQiSjFk9d/ly5db/Q/9UIseK3iPQP+BgOmsWbME/R4MPlTPoXqs4FqllHGC9j300EOi+7bOD30Xz5iQxx57TPCOE4/ovu02VnDN1M+KSollPTvp/HHdRR919m39nIp+g+uYHivoO7gH6rGC+xiub07B8wKuz6eeeqoo5ZczKuo2xqx+JnIbK+CI94hjjz1W7r//fjtP3Af1/VTfBxYuXCjPP/+8lQb5rV271h4r6IM4PxgreMbCOwKe97Xguo9rPqRTp05y8skn66iYft2eSZwH4xkE7xnhY+WDDz6QN954I+Q+4BwrOO6jjz4SvCPgmoDxgTCIc6w4y9Lb4fcwHe72+8svv1h9FvHo1+jfJgFfjBW8j+EaqgXXJIxXr7GCtuC6hX5ft25d4/M+xgiep/FMj2cojLt43+NRp2TGCt6d8Ozj7NvhY6Vv377WMwnGCq7BQ4YMsVDo+4rmYvrFOMO9PxbRYwVpwR73l3DRYyX8vgJ+uF9DdN/WY0XfpzBW8M4CwfUO/RHvxnhvR5/Fe7C+1+N9E/dWiM7P2onxn34mwX3eeZ11Hq7HyhVXXGH1ER3nfH7H9QbXUdx/8BwPwbs9rkd41sU7s/I3IG+99ZYVh208m0Gc23gOVaa3rHda9OlcFSpSc/XMhrUrWUUqBt+4sWNDcn3yqaesF6KQwCg7eNF8R700OOUdpdDCSy0ldgJQ6MWrFIo9d6YkARIgARIgARIgARIgARIgARIgARIggfgJ4IPxtm3b4j8wIEdQkRqQE5VsNZNVpD6lZrXomS26LvgS3THOGTiXqtmK+BLllLlffGHNaHKGcdubAGbJ6S9Opi9o3kertSD/TUTXx+LLkfMLHr6K4cs0Zl7hi7IWHKdnGWEWGWZSQfDlau/evaKcvlizOP/44w9rBhpmuuIYzN7CF1CkwR+Owy/KRRmYMYYwXHBjEcwM0G0IT496oR5a8NUQ+aOtzhkKaB/aiXL1jDjUCW2BYEYajtHtxWxItAvito064Qsc4vF1MR5BHVHXcOY6D3zV118rdZiyB2ttgq/+6q8Zhuen2wvmOC/YR9vxp8tFezFzEGn0DELMgNT9RJcb7RezEiDggLLCJZwzytOi+w76C2b+QMLPIb7kgjMY41h9XkyzD1F33f/0edZlRfsNL9eUPt1jRZepzxPa6xyrOt7rF6zADOIct+HHoA9pVpo90jh5Y2yZ8tOsUD+cO+fYwhhyjlekSaZ/6fxQR/QvXA/cBPG6LJ0GLFFH9E+IMz/sY+ygjrgGOMeW7l/oU7o9yfQv1At9F3k4r02ogxbdv1BnZ/9F+frahGs0rhvh+YWPM+SFNGg7zqE+10in/1Au2m0at7pOpl+3vuNM6+SMOmhxXptQNiQ8P+f1DOdNtx3bevzrbbQNfOIdK8gH5ZgEYw7nQEt4/XS4vhfi2qTvQ+HnMJaxgrJwTlI5VpzMdX1NY1nHgQf6C/qCaawgP2d7UWdwgaRrrCBvfY/DtlPCOes4r7GCNMjPbazo84B0zjah7eATbx9DPl7MEQ/R11yU6TxvprFiys95Dw4fH8gf9cZx6KPIE+1HWfiLVXS54IvjTYL8EK+vNc78nX0nnrGCuuM6oa8nulznWMF4xX48ovNDHZ3MdR66vdgPv4/GM1bQVlyvw8eKLge/ui0Ye/qa6Iz32tb3AaTJ5FgBMzDCudai74/YT9d9xW2sOK+zmmH4OUQa/OF8hN9X0D+R3iS4X8dzjwwv13kvceaf6vsK+hHqGf68j/pgXKKvO8eksy5e28mMFX0vj+W+4jZWUH+3c4N3lljHfrbGCtqur4v6HuOXsYKxoJ+DUEcI6gbBvnMbYdh3ptPbiIPgPRUzsnNVqEjN1TMb1q5kFakvqWUneomzzhrLPu6PcSm2PuYstdQbyxOcslJNF9cP6c5wbpOAGwE8JOsXhfA0WDqIpSC5JlhK/fjjj9vNwoOCVo7ZgdwggXxGAC87+iXJ1PTbbrtNRo0aFRIFsxamZc4hibiT7whgiSuWFJoEy/GwFJFCAiQQSgDLurGk3SQwXYClthQSCBoBmLXSZg7C6w5TLfXr1w8P5n6GCMBEizZtFl7k//73P1fzVeFpuU8CyRKgIjVZggE5PllFKuxOtb/++pDWwhbGG8pWU6yCr34VlYLL+RUJX3W/c9jTiTUvpsvfBGA/SNvwdJLAVz7YaqWQAAnkDwKYhQY7k6Zxjw8usGkIm8AUEohGADb18GcSvLjBNhiFBEgglMBPP/1k22sNjRHLlixsa1NIIGgEYDsV9jFNAvv/2keEKZ5h6SUAW/VQZpvkKWV2ELNSKSSQCQJUpGaCsg/KSFaRumjRImn6nzF43RwsXYOh5EJKeRWLwBhxi/+cG+n0MET/gjLSTiEBEiABEiABEiABEiABEiABEiABEiABEiABPxOgItXPZyeFdUtWkQr7R1iWD4+HToFHt9NjnO1jsrM6QNledXqHdubNbRIgARIgARIgARIgARIgARIgARIgARIgARLwCwEqUv1yJtJcj2QVqajew8q51MgRI0Jq2u6661xtijkTQhFb5/zzQ5Zjw0Dxwq++khIlSjiTcpsESIAESIAESIAESIAESIAESIAESIAESIAEfEeAilTfnZL0VCgVitQlS5ZIY7UU3ynwqDf3iy+iKkNfnzhRbr/9duehlt26qWpGK4UESIAESIAESIAESIAESIAESIAESIAESIAE/E6AilS/n6EU1S8VilRUpW6dOrJy5cqQWsHRBww/u9lKfX/WLOnYsaP89ddfIcf17NlTOt1yS0gYd0iABEiABEiABEiABEiABEiABEiABEiABEjAjwSoSPXjWUlDnVKlSH3uueekb58+ETVs0qSJtcS/RMmSdlxeXp5MnjzZmomK8p1StmxZmf3hhwKHVRQSIAESIAESIAESIAESIAESIAESIAESIAES8DsBKlL9foZSVL9UKVJ3794tTS+6SJYtWxZRs4MPPlguvPBCwe+WLVtk7ty5sm3btoh0CBg7dqw0aNjQGMdAEiABEiABEiABEiABEiABEiABEiABEiABEvAbASpS/XZG0lSfVClSUb1Vq1ZZtlJ37dqVUG3btmsnjz32WELH8iASIAESIAESIAESIAESIAESIAESIAESIAESyAYBKlKzQT0LZaZSkYrqL1iwQG644QbZvGlTXK3p0qWL3HvffXEdw8QkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkkG0CVKRm+wxkqHyTIrVc+fLy2WefJVwDKFF79Ogh7733nvzzzz+e+VSuXFluu/12ueyyyzzTMZIESIAESIAESIAESIAESIAESIAESIAESIAE/EiAilQ/npWA1Wnjxo0yYfx4Wf7tt/KD2t6kFKxFixaVMsqhVNkyZaRu3bpSv0EDKVCgQMBaxuqSAAmQAAmQAAmQAAmQAAmQAAmQAAmQAAmQwL8EqEhlTyABEiABEiABEiABEiABEiABEiABEiABEiABEiCBKASoSI0CiNEkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQAIkQEUq+wAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJkAAJRCFARWoUQIwmARIgARIgARIgARIgARIgARIgARIgARIgARIgASpS2QdIgARIgARIgARIgARIgARIgARIgARIgARIgARIIAoBKlKjAGI0CZAACZAACZAACZAACZAACZAACZAACZAACZAACVCRyj5AAiRAAiTgewL//POP7Lfffr6vJytIAiRAAiRAAtEI8J4WjRDjkyXAPpYsQR7vRoB9y40Mw/MTASpS89PZZltJIEYCP/zwg7z77ruyfNkyWab+Vq1eLUWLFJHSpUtLlSpV5Nq2baVq1aox5sZk+Y3Anj175PLLLpM//vjDavrLr7wiJUuWjBnDb7/9JjOmT5cpU6fK6lWrZPPmzfLnn39a/a9SpUpSUf2df955Ur9Bg5jzZMLcIZBM/9q0aZO8/NJLccOoWbOm1Dz33LiP4wHBJJBMH0OLd+3aJWNGj5YlS5bIanX//P777y0Qxx13nFSoUEFOP/10aXfddXLggQcGExBrHReBdN/Tku2vcTWGiX1JIN19TDd627ZtckHDhoL3BEiXLl3k3vvu09H8zUECqehbo0aNkh3btydN5/IWLaR8+fJJ58MM/EXgm2++kUmTJsm8efNk008/ydatW+WII46QMmXLSjn1V/2cc6SFOveFChWKueJz586ViRMmyJo1a2Tt2rVSuHBhOeaYY6Ry5crS8oorpHr16jHn5ZaQilQ3MgwngXxK4L333pPbb7tNtke54UGJNeS556TooYfmU1JsthuBD95/X6699lo7eu4XX0iZMmXsfa+Njz/+WLrefrtA4RVNLr/8cnm0Tx8pVqxYtKSMzyECyfQvfCBqf/31cdPo2q2b3H333XEfxwOCSSCZPoZ7aM/775f//e9/no0vVaqUPPTQQ9K0WTPPdIwMNoFM3NOS6a/Bpsvag0Am+pgm3fGGG2TatGl6Vzp37iz3qesdJTcJpKpvnaOUVtHuibEQHDduHCdRxAIqIGnw0fmhBx+Ul19+OWqNy5UrJ3fedZelUPVKjPdHvEei73rJOUo5O2z4cClRooRXMs84KlI98TCSBPIXgf79+smzzz4reXl5MTX8pJNOkldfe02KFy8eU3omyh8EOrRvLzNmzLAbG6siFUouHBtr/0MBmOk6XZUVz4xXu2LcCCSBRPsXGjt82DDp1atX3O2mIjVuZIE+INE+9uqrr8pdd94ZV9ufGjhQWrduHdcxTBwMApm6pyXaX4NBkbX0IpCpPoY6vKRWc9zTvXtIdahIDcGRUzup7FtUpOZU10hJY2Aeos0118hHH30UV35Dhg6VSy65xHgMZsxjReR3331njA8PLKHeIadMmWKteAyPi2WfitRYKDENCeQDAp9/9pm0bNkypKWY6Ve3bl1rOf/2HTvky/nzZcGCBSFpmjZtKiNGjgwJ407+JTBIKQWeeOKJEACxKFI3btwoDdUs5x2qn2kpWLCgnHjiiXLW2WdLefUlcv369YLZXhs2bNBJrN/mzZvLUKUgo+Q+gUT7lybTo0cPGTd2rN6N+ZeK1JhRBT5hon0M1ycsed25c6fN4PDDD5dmasYpliLC1Mm3334r05XZErxAaDnooINkmgrDcjNK7hDI1D0t0f6aO6Tzb0sy1cdAeOXKldKkcWPLbImTOBWpThq5s53qvlW3Th2rDyVLaOLEiXJurVrJZsPjfUBgmFKI9u7dO6QmRx11lGX6qOrJJ1vh0DvMmTMnJE0RZWpwhpp4A1NJ4dKqVSv5NCw9ZrKef/75sv/++1t5hStZscT/9TfeELxzxitUpMZLjOlJIAcJYAYgHpBgz00L7AEOHjxYjj76aB1k/cKGyb1KGQGbOVp4Y9Mk8tcvlAF42IINwK8WLrTs22A7XGJRpGI29DPPPGMfCls2o8eMsRT5dqDawDKQRx99VEa/+KIzWMYrOzi1a9cOCeNOsAmksn9pEleqmX+ffPKJtQvzE71VX4pF4OgskYesWPJmmuwRSGUf66KWuOL+qAUP5/jIiBcDpyxatMgyL+E0X9JK9cuB6iMUJXcIpOOelsr+mjuk829L0tHHTDR3794tTS+6yPKZEB5PRWo4kdzYT3Xf2rJli2C2YDwC+5bO94Krr75anhgwIJ4smNanBPbu3SvV1SSZn5Q9VC316tWTkcqWLj4uOwUTva5XJrmceofbu3aV7mGz46Fwba0UqU6B+aQbb7rJGSQffvihXNumTcgH7WeVvgPm4uIVKlLjJcb0JJCDBN555x25sWNHu2XHHnusfKIuSG6OMMYqBde9995rp2+gZuGMTWCWl50BNwJJAIoo2GaLJtEUqXg5xLIf7bygQIEClgLiIvXgbhIo/luoG94Xyvaqljbqptj/8cf1Ln9zgECq+pcThXN5WS/1JbxDhw7OaG7nMwKp7GPnqo+P65RDAwg+BH2olqthJqpJPvjgA+tBXscdf/zxVnq9z99gE0jXPS2V/TXYhFn7dPUxE1nYMISzIJNQkWqiEuywTPYtN1JLly6V5hdfbDmaRRrMQoXpnHicDbnlzfDsEwh/BrLOr3JMXEg9O5kkXE9xwQUXWJNtnGmxpN/5Xoj7Zb/+/Z1J7G2snMRqDi2J6jGoSNUE+UsC+ZgAZvgNHTLEJvC0mhkYvszfjlQbuMnWUdPktSdifD1atny5NW3emY7buU3gGvV1GF/2okk0ReqqVaus/qTzOVt9pXxr8mS9a/yFEfGrrrzSjqt2xhkydepUe58bwSeQqv6lSfz9999SQS0FwvUL8rJ6aIPpEkr+JZCqPvabMkkCMyTavvPpp58u7zgcspgIV1U2xvUMHXw8WvOfV1lTWoYFi0C67mmp6q/Bosnamgikq4+Fl4WP5W3btrWvbbBNONnxfEZFajix4O9nqm+5kYKJr8aNGsm6deusJPDePkv1Q/pCcCMWvPCnBw2Sxx2TX8aoCVoNlXLUTfao53d8cMbseEjp0qXli3nz7ORY4XNGtWr2PiaCLV22zHVCGGbEVlPPab/++qt1DBS4ixcvjtt5MRWpNnJukED+JdCuXTuZpWxPavlaXUyiOZC6pVOnkIcpOJ2CDRJK/iEA7616mbSz1c7lFwiPpkhFHlhyreXe++6TLl266F3j72Z106zmuGkecsghskLZ8KLkDoFU9S9NJPzlIFq/1MfxN3cJpKqP/fjjj3LWmWfaoM5U228rBwZecpJSvG7fvt1KwuuXF6ngxaXrnpaq/ho8oqxxOIF09TFnOT///LNlu/6XX36xgs9Q17Unn3xS6jk+QFKR6iSWG9uZ6FtepDrfcou89dZbdhKseMSMQUruEOhxzz0ybtw4u0HLlf34Qw891N4P38AEiCrKjjxszUNgdnCBMimnBf0F/UYLlLJQznrJTWrJ/1THc9oAdW276qqrvA6JiKMiNQIJA0gg/xFwLkksWrSofBuDt7t+jz0mzz77rA0Ltkpgs4RCAvDCOHv2bBtENIXV+PHj5Y5u3ez0Xh4ZdSI4dqlZo4beFXhe/Oqrr+x9buQugXj7lyaBj0X4aAQ54IADZJWy5wvbpxQSCCcQbx/DTNQTqlSxHU1hlcY85SQBM2lMEu7c8SQ1O/W9WbNMSRkWQAKZvqfF218DiJRVDiOQ7j6Gaxr6lV51hI89cPa5Vyk0znPYo6ciNezE5MBuuvuWF6LwJd/N1PL+4cOHex3CuAASGKBs3b7x+utWzQ8++GB5X5k78pJlanYpnHlqgR+X1/87HmHhjmT7qyX9bdTSfi8ZM3q03Kcm7miBHdZH+/TRuzH9UpEaEyYmIoHkCGBpzG41LR1SuFChlH1Z+/PPP2WtWg6Iv99//92yJXPMMcfIseqvkpoCH6stGaciFd7wvluxImqDYSMVtlK13KBmJz7Sq5fe5W+CBPzeV2JpVrwvdXBQ9YpaZq0Fdm3cbAvqNOEPevXr15dxL72ko/nrQSDofSze/qVRjFSOfx5WhuchJ6jZgM8//7y8N3OmZZbkW2WaBEuDKlSoICeccIKcVLWqXKbsLYUbvdd58dedQLr6F0pM1T3Pvfb/xiTSx8LtV9ZQH3rgMA8fJ52C5YpwiLBhwwY7+O6775aujo9JdgQ3Igikq3+lsm9l+p6WSH+NAMsAmwD7mMgIpbx65JFHbCZPKXuCrdXKIZj0oiLVxpLQht/7V6avXxoiZhvWVw6H9L0RXtY/VivWypQpo5PwNwYC6epfKDqV98kYmmIlQb/Aagz9UQeB4c6m4DAbS/O1oN9UrFhR7xp/kR7HaUlEaU9FqqbHXxJIE4GVarlx3Tp17NyLqqnr36op7MkIXsSeeuopmfTmmwI7HyYpUaKEtFIva1erL8rlypUzJbHDwpf2L/nmG9eZNPogvAjCQ54WeLuD1ztK4gSC0FdiaV26X+pg06aBUpxi2ZmW2267Te7p0UPv8teFQC70sUT71/333y+jX3zRJgOHQLCb6iZ4eO+rZt5DSU+JjUA6+hdKTvU9L1prEulja9assa5Lf/31l539YYcdZtkXPE7Z5oUdVNjsGqeWKeJlRAucO8IxFWZ8UbwJpKN/ZbpvmVqY7D0tkf5qqgfDRNjHRL5R7wDNmja1749NmzWTESNGWN2DitTkRkku9q9kr1+aKBT3UOBr4WxnTSL233T0L5SeqfsklvDjWWnvnj3WpC5cizBpa9GiRTaEI488Uj799FOBPkVLjXPOsRXwCIPflmLFiulo4+/GjRuluvLJoaVmzZry+htv6N2YfqlIjQkTE5FA4gTCPcMlo0jFUhs4hhqlZlbtUReZWAQGl59QU+ih6HSTPirPIQ5nU3379pV2113nllxgDw7K4Z07d9pp4LQFzlsoiRMIQl+JpXXpfKmD8rR9+/aycMECuyq4Wc5WTq9oiN5G4rqRC30s0f51tbJ99JFSWMUrHTp0kF69e8d7WL5Mn8r+BYDpuudFOzmJ9rH5ajn/XXfeKbDHG4ucox7+h6kXR3z4pEQnkMr+la2+Fd7KVNzTEu2v4XXhvkh+72OY/QVHP5iVCIEtQiy7xUchCBWpFoaE/+Va/0rF9QswMQu1dq1a9rst/HSoA9YuAAA1FklEQVTMgbIsbEVHwuDzyYGp7F9Alun75MQJE+Suu+6yzpZJz1FFmVAa/NxzAnNIToFpJe2fAya71qv+BIWsl0CHAburWuDMCh+14xEqUuOhxbQkECcBzBY977zzZJ1aeq8lGUVqL7V0fviwYTqruH5vvfVW6aGW45tkxowZ0kEpp7TgpQ4PTib7briownNsuEKilrKZNEFdACmJEQhKX4mldel6qZuplmHDQDmWYDvlGWWrt0WLFs4gbhsI5EofS7R/nau+NuOrulNwPYanz9OU985d6gUSS32++OILZxJrGza6sOyH4k4g1f0LJaXrnufein9jEu1juD8OGzrU+uAZrQzE33TzzZZtLyxhpHgTSHX/ylbfcrYyVfe0RPursy7cFmuFVxCe2eM5V/H2MXwIevXVV60ioIh4Tdmwr+2wiUpFajz0Q9Pm2jUs3r4VSiN0L3zFUH/l0b1NmzahibjnSSDV/QuFZfo+CUVqVw9/K9eoVbZY1l+qVCmbBRSu5cqWtfcPP/xw+WbpUnvfawPHaYVtPMfpPKlI1ST4SwJpIBDulQ5FJKpIfU59genrYQQZU93xErdlyxbXlryglrU2Ul+aTdJSKaI+//xzOwrOex5Ty1rxAAW7qbjQzFMKht5qZpbTDok+IBHbIvpY/ipD2WEeDMHEr30l2vlK9Uvd//73P3nk4Ydl2rRpEUV37NhRHnbY8YpIwACbQK70sUT61x61hB/2T/GgqQWG5WHXuWDBgjrI+oUdpnuVmQg4NNOCWc/4uAQb1BQzgVT2L5SQ7nueuRX/hibSx7BMrJuyc/qpw+SNVxk6DjMscG8uX768DuKvgUAq+1c2+xaalup7WiL91YA43wfl9z4GD9bwZK0FH3oefPBBvWv9UpEagiOunVzpX6m+fv3yyy9yTvXqtskb2LCHkjb82Swu2PkwcSr7F/Bl4z45adIk6dK5s+fZg75jvFK4nqj6CWTHjh1yovJtoKWcepb67LPP9K7nb2U1CxU+ZiCYdQ/zS/EIFanx0GJaEoiRAF7Ah6mZo2OUR7hwSUQ59sMPPwhmU4Xb84Pn6S5dukhb5YkayyAgW7dulf+3dyfwV435A8e/UVSEMTS2spNhIhWFFi1SKWkKoRSVFiRFtIiRFpLGWJqKViGVtGhSUZj2lGlCC/F/vUjZSoOXqP7P93JO59z93OWcu3ye16vuOc899yzv832dc3/f+5znmTRpkjxt+it1Pnqv7+mvLW+a0dSjPUa4yQww1bBhQ9GEQ7SSqD9B3QdNvFK8CeRjrCQ6wkz9UffTTz/JUyaOtYWXs09B3b4m94eaURl1QCBKfIFCi7FU4mvXrl3S0/yK/f3u3fI/869FixbSpWvXmHD6x+IV5nqoMWiVAQMGxP2MtVyxvWY6vtTPj3tevPPkNcb03lzHdHfjfPpEW3O1Md1JXHf99aFBD/bs2SMfm0f+x5vvBXPnznVtXh/xn276PE/0KJrrQ0Uyk+n4CjK2snVP8xqvRRI6SR8mMSaiPwQ1qF8/lJRQOH10dq758Tq8tTyJ1KTDyl6wUOIrW9evYUOHypNPPml7jRk7Vpo0aWLPMxFfINPxpVsL6j6pjba0X1R9QuxL8/Thp6bv+WnTpoUG1XYqaGMvbfyl3RdqA4lTzFgw2r+qFm3wsNrR/Zvzc+HTzhapOjiVDlLlpZBI9aLFsghEEdhtfgnRvoS2mH/6usz8CrJ69epQ69Aoi6fUyvB+80i+drbsLNpvzESTML3I/IoXrax97z1pYx7B1/1zlj6m5eOdPXo4q+zpRQsXhvom2bFjh10Xa0Jbts6fP99+W0cc1pGHKbEFCilWYh+lSCb+qFu4YEHokVftjze8NG/eXAaaFqradxfFLVAMMZaJ+HKrRZ/TBL62wLeKJu21b6ZiLn7El/r6dc+LdS69xpg+CquPxFpFW9JonXZ5E61odzodTd+7+hSJVeiiRELfVwrl+5R1Xq3XbN7TvMartU/F+OrHNSyo61eqMaaJiNatWtnd2mgjjXnmGqWt5cMLidRwEfd8ocZXqrHl1omc0wY/1atVsxP4xx57bCgJVrJkyciFqfHlHqnMQV3Dop1i/Z70wuTJovkLZ3nYjO+iY2ZoOb9yZdGWzVq0oc1G0zgsUQnvEkDzKa/OnJnoY673SaS6OJhBwLtAi6uvFh1gItlyhOmT78OPPkp28dDATjVr1IhojZpM/zFjza96A8Mey6lkmr/rI6qxirZoHdC/v+gfes7WWLp8STPKtXborP2tHm4SudpXqlUGmW4H9FFZSmyBQouVWEeazh912vJU++SJ1ppbW0g8aBKosZITsfanmOqLIcbSiS8vsfChGfVTW+hYJZWO6K3PFsprtuNLnfTHEz/vedHOjdcYu9r8uKM/oFolmR8WHxw4UMaYgSOt0vraa2XkyJHWbFG+Zju+gogtP+5pXuO1KIPr94MmxiLP/ttvvy1tTMt5q1Q0/Qa2b9/emnW9arLCOTjtJWaAIOd9srFpSaifL9ZSaPGV7evXs2agYx1E2Spdu3WT/uZvUEp0gWzHl241iPtk9KN11+rff2NGj7Yr65nv5/oErha9Bul3di36ZI8ONqWDTsUr2gr/ourV7UUaN24sY597zp5PZoJEajJKLINAHIFsX9Si9VGi/ccsNK1HEz0GqI8bVr3wQvnmm29cR6CP90f7pdm5kDaR18cF9MK0c+fOUP8j55hElv5SrWXE44/L4+afVebMmSNVzLYosQUKNVbCjzjVP+r0l/yWLVvKB2F91Ogv1Pf37SutW7dOeGMM35dimy+GGEs1vrzGgj6Kfarpa8kq2k/qB79/UbPqiu012/GlnkHd85zn0muMVf7LX1z3WR1t+NRTT3WuMmJaH19rdMUVdv0FZsAzfZS2mEu248vv2PLrnuY1Xomx7DV+yMcYe9M0rmiboYF9NLGhCY5iLYV0Dcv29Uu/Y2m3NjscA8jqo9X6iDUlukC240u3mu1rmP4Ys9HRoOwU813JOXhU9CMXec88rt/MMeir81H8G0w3Ss5BsJOJIx1YtqWjezgdyOrRxx6Ltfmo9SRSo7JQiUDyAtm+qOmXG/2S4yw6QErHjh2dVTGnu5jO4mfPmuV6X0e8u/fee111XmeuM61n3v19UA1NMKw3fxTSMXh8xWKJlVT+qNNHLNq1beu6Eaqm9mWprZ21f19KYoFiiLFU4iuxXOQSOnDfX847z36jSpUqMiesb0v7zSKZyHZ8KWMu3PO8xJj+YKn9c1lFH0nc+umnCX/0+fnnn+U0R7JV+/xau3attZqifM12fPkZW37e07zEa1EGluOgiTEHxu+TJFIjTVKtKZT48uP69dprr0k3R1/11U3rwJmmjhJbINvxpVvO9n3yLdOYS+9ZVulsBrgbaJ7QSVR2m/EN9KlYq2gjm3Xvvx+avcvkNV4xA1BZZcQTT8h1111nzUZ9ff7550NP4FpvJvOkr7Ws9Uoi1ZLgFYEUBfQRFx3NPlrZZ/r10H5HncXLo/3ab9G5phWoXjyc5T3zx9afzB9dyRTtW1X7OnGW8EdUta9T5y852tdpvMSVtnC90LQ+tQamatq0qYx2PKLo3BbTBwQKIVYOHE3sqVT+qHvM/Ao40tz4rKIDHGh/lBpblOQFiiHGvMaX9q9Uw7R6sEbm1F++55sRYRMV/aFIfzCyyrXmS9kTjhi16ovpNZvxpY5+3fMSnTOvMebsn0vX/d8NG+LeQ3UZbZWhn7MKf0RK6JHhfP8+ZZ1PP+9pXuPV2sdifM3mNczv61emYkxbemmXSskU/eFo3bp19qLaV32FChXs+QdMd2IXVq1qzxfbRKHEV6ZiK97572nG1pj68sv2Iskkv+yFi3Qim/GlpH5cw/RpV+2+ySr16tWTSaYP1ERlixmss07t2vZi2pp5xquvhuZfNa+3d+9uv6dJVI2neOUW0x2hNdaLPuG7xowtk2xuxVoviVRLglcEsiCgicaTHS1VdBNeEqnvm19ampg+O5zlpJNOkhUrVzqr4k5v3rxZ6prRhJ2llOnr9NPPPrOrNIGlN02rjBo1SpqZPt9iFR1Jfcjgwfbbw80j/jo6MSV1gXyJlWSO0OsfdfrLdxXzWKu2ANSi/dpoDDa96qpkNscySQoUSox5jS/l0ceB9I9Fq+gj1PoodbwSvh3tt0v776JEF0g3vnStft3zoh/Bgdrwc7/c/FjqTBYcWPK3Ke0vfPHixXb10+YHVm1NH6+8uWiRtDWt8K1ys+mTcLDjvmrV8/qbQLrx5Wds+X1P8xqvxFR0AWIsuouzVh/D1qczrNLdJC/69utnzfIaRyBf4suv61c1k3C3BpTVv0s3mG69DjvssDiCvBVPIN340nX7cZ/UrgPPMN036FM5WsqUKRN6GqecGUMmXtE+5bVveavcZp641R9utOiYLvrDtNVgomzZsrLK9Ft/1FFHWYu7XrV/1EsuucRuEFbZfFYH2PNaSKR6FWN5BDwIpHtRGzdunPQP+4KiCU5NMnkp2qpV+zl1Fh3wSpO6WvQXGf1lxiraT+U/TLI0WvnMPLLYsGFD+2Klv94sW77c7js12meoSyyQL7GS+Egk9MiGPrphlURJiPCEQrubb5YhQ4ZYH+c1QwKFEmOpJA2GDR0qTz75pC2pncrrdVQH0ItWdLC9W38fDVTf1y9l2u+l11+ro627UOvSjS918euel+gceI2xwab7Ee1XzCoaJ0vMAC7lzKCM0cqPP/4oVzZqJDpCvVUeGz5cbnAM4GjV8/qbQLrx5Wds+X1P8xqvxFR0AWIsuouzlkSqU8PbdL7Elx/XL7331a5VywZ0ti60K5nwJJBufOnG/LpPXmN+aF7paBSmPyQ/Yr5HxRr7ZdOmTaGGZc5BsMMbffW4806ZNm2abaY/VA8dNsyetyb0+5cOpvfv37sn1Hp9ElcHCfVaSKR6FWN5BDwIpHtRe/TRR+XvYaP4pvLr7+V164pehJzlHXMBOe2000JVX375ZejRV31kxyo9775bevfubc2GXvWic5vpy+S7776z64eaBEXbdu3seSZSE8iXWEnm6Lz+UdfLxNpLL71kr/om0y+wFZt2ZYKJI0w/vbSKjo9UKDHmNb5URb+w6Rc3Z6lZs2ao+wh9NNEq+ku5JsQeM9defcTJKnot1GsiJbZAuvGla/brnhf7KH57x2uM6cBRzUwLeh08wyo62JQmRzXOnEVbRg80o886W0jrsotMX+jWYI7O5Zn+TSDd+PIztvy+p3mNV2IqugAxFt3FWUsi1anhbTpf4suP69d401Con6OhULS/Ob3psnS68aWCft0nly1dKq1atXKdNH0KURvR/PGPf7TrtXX0BNNFoQ5w7WwQdu6554YG59SWzFbRHMW1ju64tL6L6YNXv79rq1ct2hK1u3mybNWqVaF5/U+3pzkRHe/FayGR6lWM5RHwIJDuRa2vGal8wvjxri3qo3/6y42XEv7Lj35W+xXRXwCt8sSIETLc/NHnLJUqVZIa5o/Aw0xrrLWmT6QVpuWpM7lQrVo1mT59esxWXc51MR1fIJ9iJf6ReG+RepW5ea41fdOkU042o6svNTdmSmyBQomxVJMG4a1SLSntM7XSOeeEupbQkUT112pnOeGEE0RHALW+iDnfY/qAQLrxpWvy8553YM8jp1KJsclmtOo+ffpErOz444+X08xjbJok/XTrVvnkk09cy2gLjOkzZrjux64FmAkJpBtffsaW3/e0VOKVsIoUIMYiTcJrSKSGiyQ/ny/x5cf1y9k/pQpOefFFqRPWDV3ysiypAunGl67Dz/tkB5PLeCPKeAU68KaO5bLLPEm71Xxnsh7X1/3Tot+l9DH8sx0DT/32jkh4v7tar2O+aD7jiy++kM8c3Rpan9GxD3QMhFQKidRU1PgMAkkKpHtR019NZs6c6dqaDurkdQCe9uZR6QULFsRdj+5ri2uuSTqhpb8GaRI1UZ8mro0yE1Mgn2Il5kH8/obXP+p0ZHSrf9RE6471PonUWDIH6gslxrzGlyWgg051MX0qzZk926pK+HrpZZeFugRwtlpN+KEiXSDd+FI2P+958U5TqjGmLWy0pU2yRQfV0/4FO3XqlOxHina5dOPLz9jy+56WarwWbTDFOHBiLAaMo5pEqgPD42S+xFe2r1+hAY3M35C7v/8+JKg/Jn7w4Yd2d3MeWVn8d4F040tX4+d9Up+G7WZajK6IMWB3tBOrSVF9EvYqM+5BtKINIdpcf72sNv2jJlPu7tVLepl/qRYSqanK8TkEkhBI96IWPoCFbnKSafVSr379JLZ+YJEePXrItFdeOVBhprT5vPZF6Sy6v6P++c/Q6OnOfkicy+gffvrodS/TVD5WJ87O5ZlOTiDfYiXeUXU2SYG5c+eGFtEvSOvMoGnHHHNM1I9odxJnnHGG3eF31IWSqDzHtChcaAZvocQWKJQY8xJf4RqaTJ03b548blrff2Ran8Yqep275957pav5kherz6ZYny3W+nTjS938vufFOlfpxJg+sj/Y3F/10bV4pXr16qIDNer1j5JYIN348iu2grinpROvieWLZwliLPG5Dk+k3mvukz3uuivxB1ki7RaDflzD/Lh+hfePqq0PFy9ZQoSkKZDu9Us370eMOQ9Tu9N6xgzOqQNe6/7HKjoI8U2mz1N96idR7kFjeNDDD8vEiRNd3S05161Pmmm/qKm2RLXWRSLVkuAVgSwIpHtRu6pp09BIds5de8UkRC+59FJnVcLpaK1kHjR9tHXq3DnqZ/VXolWmT0F9BFH/7d69WyqefLKcZvpxq9+ggeijsJTMCuRrrGRWgbVlU4AYO6CrX970F+stW7aErnHffPONnFyxYuhxojPPOit0rYs1ENWBtTDlFEg3vnRdQd3znMeRqel1pjscTdZ/YgbV0MfTNOZON4/46x+N+u/8Cy4gSe8BO934KqTY8sDGoh4EiDEPWCzqWYD48kzGBzwIpBtfuqmg7pP6HVy71tLv5Js3b5Zdu3aFWihrt0jah7w+mq/dJHkpOp7L7FmzQt/xtXsA/Q52nFnHn03Dm0ZXXiklS5b0srqoy5JIjcpCJQKZEUj3otbcNF1fY1q3OMtLL78stRwjHTrfizXdx/xiPHnyZNfbI80gVq3DOmV2LcCMrwLEiq/cRbkxYqwoT7tvB51ufOmOcs/z7XTl3YbSjS9iK+9Oue87TIz5Tl5UGyS+iup0+36w6caX7jD3SW+njUSqNy+WRsCTQLoXtY633hp6DNW50VT6SI32aH8qXQQ494PpzAoQK5n1ZG2RAsRYpAk1mRNIN750T7jnZe58FNqa0o0vYqvQIiLzx0OMZd6UNR4QIL4OWDCVeYF040v3iPukt/NCItWbF0sj4Ekg3YvafffdJ5NMHx/O8viIEXK96UjZS+lsHuGfO2eO6yNzX39dLjCPFlJyQ4BYyY3zUMh7QYwV8tkN/tjSjS89Au55wZ/HXN2DdOOL2MrVM5s7+0WM5c65KMQ9Ib4K8azmzjGlG196JNwnvZ1PEqnevFgaAU8C6V7URpiBKB43/5wlXt+mzuWc0y2uvlpWrVrlrJLlZpS8ChUquOqYCU6AWAnOvli2TIwVy5kO5jjTjS/da+55wZy7fNhquvFFbOXDWQ52H4mxYP0LfevEV6Gf4WCPL9340r3nPuntHJJI9ebF0gh4Ekj3ojZ50qTQCHXOjXbr1k369e/vrEo4Xa1qVdm2bZtruc2mQ+eyZcu66pgJToBYCc6+WLZMjBXLmQ7mONONL91r7nnBnLt82Gq68UVs5cNZDnYfibFg/Qt968RXoZ/hYI8v3fjSvec+6e0ckkj15sXSCHgSSPeiNn/+fLmlQwfXNmvUqCHTZ8xw1cWb2bNnj5x+2mmh0eqs5Q4//HDZuGmTNctrDggQKzlwEgp8F4ixAj/BAR9euvGlu889L+CTmMObTze+iK0cPrk5smvEWI6ciALdDeKrQE9sjhxWuvGlh8F90tvJJJHqzYulEfAkkO5Fbd26ddK0SRPXNkuXLi0bN26UkqVKuepjzSxfvlz+2rKl6+1GjRrJ8+PGueqYCVaAWAnWvxi2TowVw1kO7hjTjS/dc+55wZ2/XN9yuvFFbOX6GQ5+/4ix4M9BIe8B8VXIZzf4Y0s3vvQIuE96O48kUr15sTQCngTSvajt3btX9LH8HTt2uLY7d+5cuaBKFVddrJlo/Z0MN/2utmnTJtZHqA9AgFgJAL3INkmMFdkJ9/lw040v3V3ueT6ftDzaXLrxRWzl0ckOaFeJsYDgi2SzxFeRnOiADjPd+NLd5j7p7eSRSPXmxdIIeBLIxEVNB5caM3q0a7s3t28vgwcPdtVFm9ELYp3atWXr1q322yVKlJD31q6V8uXL23VMBC9ArAR/Dgp9D4ixQj/DwR5fJuJLj4B7XrDnMVe3non4IrZy9ezmxn4RY7lxHgp1L4ivQj2zuXFcmYgvPRLuk8mfTxKpyVuxJAKeBTJxUVu/fr1caR7Fd5ZDDz1Ulq9YkTAZOu2VV6RHjx7Oj0oV05J1jmnRSsktAWIlt85HIe4NMVaIZzV3jikT8aVHwz0vd85pLu1JJuKL2MqlM5p7+0KM5d45KaQ9Ir4K6Wzm3rFkIr70qLhPJn9uSaQmb8WSCHgWyNRFrW6dOrJ582bX9mvVqiWTJ0+O2VfqooULpVOnTvLzzz+7Pte/f3/p2q2bq46Z4AWIleDPQaHvATFW6Gc42OPLVHzpUXDPC/Zc5uLWMxVfxFYunt3c2CdiLDfOQ6HuBfFVqGc2N44rU/GlR8N9MrlzSiI1OSeWQiAlgUxd1J5++mkZ/MgjEfvQuHHj0CP+5f/0J/u9/fv3y2uvvRZqiarbd5aKFSvKW4sXiw5YRcktAWIlt85HIe4NMVaIZzV3jilT8aVHxD0vd85rruxJpuKL2MqVM5p7+0GM5d45KaQ9Ir4K6Wzm3rFkKr70yLhPJnd+SaQm58RSCKQkkKmL2p49e6RpkybywQcfROxH2bJl5YorrhB9/fbbb2X58uWyc+fOiOW0YuLEiVK/QYOo71EZrACxEqx/MWydGCuGsxzcMWYqvvQIuOcFdx5zdcuZii9iK1fPcPD7RYwFfw4KeQ+Ir0I+u8EfW6biS4+E+2Ry55NEanJOLIVASgKZvKht2bIl1FfqTz/9lNK+tLv5ZhkyZEhKn+VD2RcgVrJvXOxbIMaKPQKye/yZjC/dU+552T1f+bb2TMYXsZVvZ9+f/SXG/HEu1q0QX8V65v057kzGl+4x98nE541EamIjlkAgZYFMX9TWrFkjHTt2lB3bt3vap9tvv13u79vX02dY2F8BYsVf72LcGjFWjGfdv2POdHzpnnPP8+/85fqWMh1fxFaun3H/948Y89+8mLZIfBXT2fb/WDMdX3oE3Cfjn0cSqfF9eBeBtASiXdROPuUUWbp0acrr1STqfffdJwsWLJB9+/bFXc9ZZ50ld/boIddcc03c5XgzeAFiJfhzUOh7QIwV+hkO9viyEV96RNzzgj2vubL1bMQXsZUrZzc39oMYy43zUKh7QXwV6pnNjePKRnzpkXGfjH1+SaTGtuEdBHJa4PPPP5epL78sH370kXxhprebBGu5cuWkghlQqmKFClK3bl2pV7++lChRIqePg53LvgCxkn3jYt8CMVbsEZD94yfGsm9crFsgtor1zPt33MSYf9bFuCXiqxjPur/HTIxFepNIjTShBgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQcAmQSHVxMIMAAggggAACCCCAAAIIIIAAAggggAACCEQKkEiNNKEGAQQQQAABBBBAAAEEEEAAAQQQQAABBBBwCZBIdXEwgwACCCCAAAIIIIAAAggggAACCCCAAAIIRAqQSI00oQYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEHAJkEh1cTCDAAIIIIAAAggggAACCCCAAAIIIIAAAghECpBIjTShBgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQcAmQSHVxMIMAAggggAACCCCAAAIIIIAAAggggAACCEQKkEiNNKEGAQQQQAABBBBAAAEEEEAAAQQQQAABBBBwCZBIdXEwgwACCCCAAAIIIIAAAggggAACCCCAAAIIRAqQSI00oQYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEHAJkEh1cTCDAAIIIIAAAggggAACCCCAAAIIIIAAAghECpBIjTShBgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQcAmQSHVxMIMAAggggAACCCCAAAIIIIAAAggggAACCEQKkEiNNKEGAQQQQAABBBBAAAEEEEAAAQQQQAABBBBwCZBIdXEwgwACCCCAAAIIIIAAAggggAACCCCAAAIIRAqQSI00oQYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEHAJkEh1cTCDAAIIIIAAAggggAACCCCAAAIIIIAAAghECpBIjTShBgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQcAmQSHVxMIMAAggggAACCCCAAAIIIIAAAggggAACCEQKkEiNNKEGAQQQQAABBBBAAAEEEEAAAQQQQAABBBBwCZBIdXEwgwACCCCAAAIIIIAAAggggAACCCCAAAIIRAqQSI00oQYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEHAJkEh1cTCDAAIIIIAAAggggAACCCCAAAIIIIAAAghECpBIjTShBgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQcAmQSHVxMIMAAggggAACCCCAAAIIIIAAAggggAACCEQKkEiNNKEGAQQQQAABBBBAAAEEEEAAAQQQQAABBBBwCZBIdXEwgwACCCCAAAIIIIAAAggggAACCCCAAAIIRAqQSI00oQYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEHAJkEh1cTCDAAIIIIAAAggggAACCCCAAAIIIIAAAghECpBIjTShBgEEEEAAAQQQQACBwAQmTpggo0ePDm2/RIkS8tqsWXL00Ufb+7Nj+3Z5/z//sed1osJJJ0mlc85x1Xmd2bdvnyx+6y3Za16tctRRR0n16tWtWV9e+/btK28vWRLa1oknnigvTJkiJUuW9GXbbAQBBBBAAAEEEIgnQCI1ng7vIYAAAggggAACCCDgo8C2bdukTu3a8sMPP4S2ev7558vr8+a59mBA//7y/PPPu+ratmsnQ4cOddV5nZk+fbrceccdro9VrVpVZs2e7arL9swbb7whHdq3tzfTzxxvt27d7HkmEEAAAQQQQACBoARIpAYlz3YRQAABBBBAAAEEEAgT6HjrrTLPkTidNGmS1Ktf37VUthKpU0zLz3t693ZtK4hEqu7AlY0ayfr160P7UqZMGXlr8WKpUKGCa9+YQQABBBBAAAEE/BYgkeq3ONtDAAEEEEAAAQQQQCCKwKKFC6WdaVlqlSpVqsicuXOtWfu1GBKp4a1S6zdoIBMnTrQNmEAAAQQQQAABBIIQIJEahDrbRAABBBBAAAEEEEDAIfDLL7/I5XXrytatW+3a8aav1IYNG9rz1kQxJFL1WJ2tUnV+9Jgx0rRpU52kIIAAAggggAACgQiQSA2EnY0igAACCCCAAAIIIHBA4JlnnpFHBg2yKypVqiQLFy0SHWwqvBRLIjW8Verxxx8vS95+Ww477LBwEuYRQAABBBBAAAFfBEik+sLMRhBAAAEEEEAAAQQQiC7w7bffyiU1a8ru3bvtBf7x1FPSsmVLe945USyJVD3m+qZ/2I8+/NA+fB10SgefoiCAAAIIIIAAAkEIkEgNQp1tIoAAAggggAACCCDwu8BDDz0ko//5T9vjuOOOkxUrV0rJkiXtOudEMSVSJ5l+Ue+77z778EuVKiVLly2TE044wa5jAgEEEEAAAQQQ8EuARKpf0mwHAQQQQAABBBBAAIEwgR3bt8vFF18se/bssd/p06eP3Nmjhz0fPlFMidQffvhBLjSDbv3vf/+zGW5u314GDx5szzOBAAIIIIAAAgj4JUAi1S9ptoMAAggggAACCCCAQJjAEJMQfMo8xm8VbYW6es0aOfbYY62qiNdcSKRu2bIlYr9SrTiiXDkp/6c/xfz4/fffLxPNwFtWKVu2rLy3dq2UM5+jIIAAAggggAACfgqQSPVTm20hgAACCCCAAAII5IWA9leqgx01adJEypQp42mfd+7cKaVLlw79i/fBvXv3yvmVK8t3331nL9agYUOZ4Ega2m84JnIhkXpiBh+tb33ttTJy5EjHEbon169fL1c2auSq1Bap2jKVggACCCCAAAII+ClAItVPbbaFAAIIIIAAAgggkJMCu3btks8//1w2btwoi996S+bNmyf6WLkm+DTRl0z55ptvpF3btrJu3To59NBDpVv37tK7d++YH11jWp42b9bM9f6wYcPkJrOOeKXYEqn79++X8849VzRBbZXatWvLiy+9ZM3yigACCCCAAAII+CJAItUXZjaCAAIIIIAAAgggkKsCHW+9NZQ4jbZ/F110kbw6c2a0tyLqupsR5WeGLTtm7NhQq9aIhU3F8OHD5YkRI1xvLVq0SCqdc46rLnym2BKpevztb75ZFixYYFNoovqDDz9M2OrX/gATCCCAAAIIIIBABgRIpGYAkVUggAACCCCAAAII5K/AtGnTZNnSpbJq1Sr5+OOPIw7k7XfekdNPPz2iPryijmklGd536G1dusgDDzwQvmho/qqmTWWt6evTKtrnpyYHDzroIKsq6muhJVJvvPFGefSxx6Ieq1U56tln5eGHH7ZmQ6+TX3hBLr/8clcdMwgggAACCCCAQDYFSKRmU5d1I4AAAggggAACCOSNwK+//irXtm4tK1ascO1zl65dZcCAAa66aDPVqlaVbdu2ud66u1cv6WX+hZdvv/021D/qvn377Lfq1KkjU1580Z6PNREtkXrZZZfJ9W3axPpIUvWvTJ0qS5YscS1b1RzTrNmzXXU68/XXX0fUxat407S07dmzZ8Qi5cuXl7mvvy4nJOhzdZ1JODc1iWdn6dSpkzz40EPOKqYRQAABBBBAAIGsCpBIzSovK0cAAQQQQAABBBDIJ4F3331XrgvrE/WYY44R7c+0ZKlScQ+l7U03yZtvvulaZvjjj0ubKAlO7QJAuwJwFk24auI1UYmWSE30mVTfj5VI9bK+zZs3SzPTF+zu7793feyQQw6R6dOny4UmWZuoaJL7nEqV5Mcff7QXPfPMM2VxWOLXfpMJBBBAAAEEEEAgCwIkUrOAyioRQAABBBBAAAEE8lNABza69JJL5LPPPnMdwOgxYyJaRLoWMDPjxo2T/v362dX6iP5aM/CUJmLDy7ChQ+XJJ590VU+YMEEaNGzoqos2k0+JVB0gqmmTJvLpp59GHMrfzfG3atUqoj5WhQ7MpQltZ3n/P/+J6utchmkEEEAAAQQQQCBTAiRSMyXJehBAAAEEEEAAAQQKQkATnJrodBbti1P75IxXli1bJq3++ld7kXgjy997zz3yQtj6ZptH6JNpnZkviVRtRXrDDTfIv00r3/DSzbTG7de/f3h13PnwAad04flvvCHnnXde3M/xJgIIIIAAAgggkCkBEqmZkmQ9CCCAAAIIIIAAAgUhsH37dqlerZrs3bvXPh5tXbrc9J164okn2nXhE/8xrSMbX3mlXT32ueekcePG9rxz4pYOHWT+/PnOKkl2UKt8SaT27dtXJowf7zpGndFWt9p6N9GgWuEf1D5Wp778sqv6hSlTpG7duq46ZhBAAAEEEEAAgWwJkEjNlizrRQABBBBAAAEEEMhbgWitH2MNHGUdpA7UdMPv/aEed9xxsnLVKjn44IOtt12vVzdvLqtXr3bVJfuYerREqvZl+re//c21Pq8zmtgN724g1T5SJ5puCu6///6IXTj77LNDg1cdfvjhEe8lqtDj++eoUa7FvHYP4PowMwgggAACCCCAgEcBEqkewVgcAQQQQAABBBBAoPAF3jCPjHdo3951oNoaVVulxmpJOWTwYHnqqadCn+lr+krt3r276/POmcsuvVS2bt3qrAr1y5poQCv9QLREatt27WRoWHcErpUnMTPFtO68p3dv15KpJFKX/vvfoQG29NF+Z/nDH/4gc19/XU4++WRnddLT0bpcGDBggHTp2jXpdbAgAggggAACCCCQjgCJ1HT0+CwCCCCAAAIIIIBAQQpoErB69eqywzzm7yzaT6r2lxpe9uzZIxeZ5b/66qvQ4EfLli+XsmXLhi9mz+sI9N87RrHXZTdv2WK/H28ilxOpn5lBpZqYwaV0kCln0QTxSy+9JDVr1nRWe5qePGmS9OnTx/WZrqav1f4e+1p1rYAZBBBAAAEEEEDAgwCJVA9YLIoAAggggAACCCBQPAJDhwyRf/zjH64Dbtq0qYweM8ZVpzPOJN8DDzwgt3XpErGMVbF//345KayvVW2t+d8NG6xF4r7maiJ19+7d0rxZM9m0aVPE/g979FG56aabIuq9VEyfPl3uvOMO10c633abDBw40FXHDAIIIIAAAgggkC0BEqnZkmW9CCCAAAIIIIAAAnkt8KlpXamP4Gvi0yrasnLNmjWhVqdWnbZGvcS0tNy2bZuUL19etDVq6dKlrbejvp56yimin7NKyZIl5bP/+z9rNu5rLiZS9+3bJ+1NVwiLFi6M2PcOZmCtQY88ElHvtSJav6v3mX5Y7whLrnpdL8sjgAACCCCAAALJCpBITVaK5RBAAAEEEEAAAQSKTqBVq1aybOlS13GH98s5xrRQffD3VpEPDxokt9xyi2v5aDNVLrhAduzY4Xrro40bpVy5cq66aDO5mEh9+OGHZdSzz0bsbq1atUS7Q9BEcbpFWwdrK2FneWz4cLnhhhucVUwjgAACCCCAAAJZEyCRmjVaVowAAggggAACCCCQ7wIzZsyQO26/3XUYp59+urz9zjuhuh9//FFq1qghX3/9tehgVO+agZYOOeQQ1/LRZurWqSObN292vaUtWStWrOiqizaTa4nUV6ZOlbvuuitiV0899dTQ4FJHHnlkxHupVAwySepnn3nG9dFx48fLFVdc4apjBgEEEEAAAQQQyJYAidRsybJeBBBAAAEEEEAAgbwX+Pnnn0Vbj+7atct1LK/OnCkXXXSROEeSH/7446HR6l0Lxpi5pkULWblypevdef/6l1SuXNlVF20mlxKpq1evltam1a6zmwLd53JHHCFz584VTTpnqtzTu7dMmTLFtbpZs2dL1apVXXXMIIAAAggggAAC2RIgkZotWdaLAAIIIIAAAgggUBAC/fv1k3HjxrmOpVXr1qKPs9e4+OJQklVbXy5esiTpR9gHmgGpxo4d61rnlBdflDqmpWqikiuJ1C+++EKaNG4sX331lWuXDz74YJk4aZLUrVvXVZ/uTOfOnWXunDmu1fzbdLtwiulvloIAAggggAACCPghQCLVD2W2gQACCCCAAAIIIJC3Ah988IE0bNDAtf9lypSR66+/3k6wPm0eOW9hWpkmW+bNmycdb73VtfjIkSOl9bXXuuqizeRCIlW7NGhx9dWyYcOGiF188KGHpFOnThH16VY0b9YsNNCXcz0bN22Sww8/3FnFNAIIIIAAAgggkDUBEqlZo2XFCCCAAAIIIIAAAoUioC0v33///aiHc/bZZ8vCRYvkoIMOivp+tMrvvvtO/nLeebJ//3777bZt28rQYcPs+VgTQSdSdZ9v09ah5tH98NKmTRvRLg4yXX755Rc5+6yzRLtasMpZZv6txYutWV4RQAABBBBAAIGsC5BIzToxG0AAAQQQQAABBBDId4HJ5lH1Pn36RD2MUaNGSbPmzaO+F6+yfr168tFHH9mLJJsYDDqROnz4cHlixAh7v50TL738spQqVcpZldR0tWrV4naLsPa99+Sqq65yravzbbfJwIEDXXXMIIAAAggggAAC2RQgkZpNXdaNAAIIIIAAAgggUBACu3fvDg069dNPP7mOR1ujLnrzTSlRooSrPpmZfqbv1fFhfa+u/+9/5eijj4778SATqTro1rl//rOrJW3cnU3yzQ9NQvkIM0BVrDJmzBh5MCxpqknbWrVqxfoI9QgggAACCCCAQMYFSKRmnJQVIoAAAggggAACCBSiQM+ePWWqSd45S6qtUXUdOnCSDqDkLGOfe04am24E4pUgE6naJcF5554bb/dSei9RIvU20/p0zuzZ9rrLli0rG0zftYcccohdxwQCCCCAAAIIIJBtARKp2RZm/QgggAACCCCAAAIFIbBq1arQAEvWweho8e+8+66nvlGtz+rr119/LedXruyskk4msfrggw+66sJnijGRemGVKrJ9+3abomHDhjJ+wgR7ngkEEEAAAQQQQMAPARKpfiizDQQQQAABBBBAAIGCEKhTu7Zs2bIldCyDHnlEOnTokNZx/bVlS1m+fLm9jjPOOEOWvP22PR9t4pFBg+SZZ55xvXVnjx4x+3B1LRhnZsqUKXJP796uJRqYhOUER8Jy9/ffy3lmkKxff/3VtVw6M9q69L8bNsihhx4adTUrV66Ua1q0cL336GOPyY033uiqYwYBBBBAAAEEEMi2AInUbAuzfgQQQAABBBBAAIGCEdBH+6dOnSqmU1R5/vnn4/brmcxBv/baa9Kta1fXotOmT5eaNWu66op5pnevXvLiiy/aBEcddZSsXrNGypQpY9cxgQACCCCAAAII+CFAItUPZbaBAAIIIIAAAggggEAUgV9++UVq1qgh27Zts99t1ry5aN+rFJGdO3dKtapVxTnIV8+775beYS1nsUIAAQQQQAABBPwQIJHqhzLbQAABBBBAAAEEEEAghsC4ceOkf79+9rslS5WS1atXy7HHHmvXFeuEdmGgXRlYRVujLl+xQsqVK2dV8YoAAggggAACCPgmQCLVN2o2hAACCCCAAAIIIIBApIC2Sq13+eXyySef2G/2Mo+z323+FXNRlxoXXyxffvmlzTBgwADpEtYVgv0mEwgggAACCCCAQJYFSKRmGZjVI4AAAggggAACCCCQSGDJkiVyQ5s29mJHHnmkrDCDLBVzy8vwwa9OOeUUWWycSpkWuxQEEEAAAQQQQCAIARKpQaizTQQQQAABBBBAAAEEwgS6dukis2bNsmvvueceuatnT3u+mCb27t0rdWrXlq1bt9qHPX7CBGnYsKE9zwQCCCCAAAIIIOC3AIlUv8XZHgIIIIAAAggggAACUQS++uqrUPJw165doXeLuVXqjBkz5I7bb7eV6tWrJ5MmT7bnmUAAAQQQQAABBIIQIJEahDrbRAABBBBAAAEEEEAgikD44+zF2CpVW6NeXreufPzxxyGh0qVLy1uLF0vFihWjiFGFAAIIIIAAAgj4J0Ai1T9rtoQAAggggAACCCCAQFyB/fv3S+tWrWTZsmWh5YqxVer06dPlzjvusJ369usn3bt3t+eZQAABBBBAAAEEghIgkRqUPNtFAAEEEEAAAQQQQCCKwCeffCKjnn3WfqdT585y5pln2vOFPvGvf/1L3ly0KHSYZcqUkQEDBkhJBpgq9NPO8SGAAAIIIJAXAiRS8+I0sZMIIIAAAggggAACCCCAAAIIIIAAAgggEKQAidQg9dk2AggggAACCCCAAAIIIIAAAggggAACCOSFAInUvDhN7CQCCCCAAAIIIIAAAggggAACCCCAAAIIBClAIjVIfbaNAAIIIIAAAggggAACCCCAAAIIIIAAAnkhQCI1L04TO4kAAggggAACCCCAAAIIIIAAAggggAACQQqQSA1Sn20jgAACCCCAAAIIIIAAAggggAACCCCAQF4IkEjNi9PETiKAAAIIIIAAAggggAACCCCAAAIIIIBAkAIkUoPUZ9sIIIAAAggggAACCCCAAAIIIIAAAgggkBcCJFLz4jSxkwgggAACCCCAAAIIIIAAAggggAACCCAQpACJ1CD12TYCCCCAAAIIIIAAAggggAACCCCAAAII5IUAidS8OE3sJAIIIIAAAggggAACCCCAAAIIIIAAAggEKUAiNUh9to0AAggggAACCCCAAAIIIIAAAggggAACeSFAIjUvThM7iQACCCCAAAIIIIAAAggggAACCCCAAAJBCpBIDVKfbSOAAAIIIIAAAggggAACCCCAAAIIIIBAXgj8P9OUx/DIPHseAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "execution_count": 13, "metadata": { "image/png": { "height": 400, "width": 600 } }, "output_type": "execute_result" } ], "source": [ "Image(\"figures/figure_7_4_dermer_2009.png\", width=600, height=400)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `Blob` previosuly defined is already set with the parameters reproducing the example with $\\gamma_{\\rm max} = 10^7$, let us create a new `Blob` containing an electron distribution with $\\gamma_{\\rm max} = 10^5$." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "n_e = PowerLaw.from_total_energy(\n", " W=W_e, V=V_b, p=2.8, gamma_min=1e2, gamma_max=1e5, mass=m_e\n", ")\n", "\n", "blob2 = Blob(R_b, z, delta_D, Gamma, B, n_e=n_e)\n", "synch2 = Synchrotron(blob2)\n", "ssc2 = SynchrotronSelfCompton(blob2)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(8, 6))\n", "\n", "plot_sed(\n", " nu_syn,\n", " synch.sed_flux(nu_syn),\n", " color=\"k\",\n", " label=r\"${\\rm synch},\\,\\gamma_{\\rm max}=10^7$\",\n", ")\n", "plot_sed(\n", " nu_ssc,\n", " ssc.sed_flux(nu_ssc),\n", " color=\"k\",\n", " label=r\"${\\rm SSC},\\,\\gamma_{\\rm max}=10^7$\",\n", ")\n", "plot_sed(\n", " nu_syn,\n", " synch2.sed_flux(nu_syn),\n", " color=\"crimson\",\n", " label=r\"${\\rm synch},\\,\\gamma_{\\rm max}=10^5$\",\n", ")\n", "plot_sed(\n", " nu_ssc,\n", " ssc2.sed_flux(nu_ssc),\n", " color=\"crimson\",\n", " label=r\"${\\rm SSC},\\,\\gamma_{\\rm max}=10^5$\",\n", ")\n", "\n", "# select the same x and y range of the figure\n", "plt.xlim([1e9, 1e30])\n", "plt.ylim([1e-12, 1e-9])\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.13" } }, "nbformat": 4, "nbformat_minor": 2 }