{ "cells": [ { "cell_type": "markdown", "id": "ad639e0c-bc9c-4ea2-bf9b-76d8ca9bd97e", "metadata": {}, "source": [ "# Single impurity Anderson model with discrete bath\n", "\n", "\n", "We calculate the Green function for a SIAM with a discrete bath\n", "\n", "$$h = h_0 + h_{\\rm int} + h_{\\rm bath} + h_{\\rm coup}$$\n", "\n", "where\n", "\n", "$$h_0 = -\\mu \\, (n_{\\uparrow, 0} + n_{\\uparrow, 0}) - h(n_{\\uparrow,0} - n_{\\downarrow,0})$$\n", "\n", "$$h_{\\rm int} = U n_{\\uparrow, 0} n_{\\downarrow, 0}$$\n", "\n", "$$h_{\\rm bath} = \\sum_{i=1}^{N} \\sum_{\\sigma} E_i n_{\\sigma,i}$$\n", "\n", "and\n", "\n", "$$h_{\\rm coup} = \\sum_{i=1}^{N} \\sum_{\\sigma} V_i (c^\\dagger_{\\sigma,i} c_{\\sigma,0} + c^\\dagger_{\\sigma,0} c_{\\sigma,i})$$\n", "\n", "by solving it with exact diagonalization. Then we can construct an impurity Green's function and self-energy via their spectral representation on both imaginary and real frequency axis. The imaginary axis result can be continued using Nevanlinna and compared to the real frequency result.\n", "\n", "First we import necessary modules:" ] }, { "cell_type": "code", "execution_count": 1, "id": "6d04278a-5f8a-41e5-bac6-7e6a1e5ac9b5", "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "import sys, os\n", "import numpy as np\n", "from triqs.plot.mpl_interface import plt,oplot\n", "\n", "from h5 import HDFArchive\n", "from triqs.atom_diag import *\n", "\n", "from triqs.gf import *\n", "from triqs.operators import c, c_dag, n, dagger\n", "from itertools import product\n", "\n", "# Get a list of all annihilation operators from a many-body operators\n", "def get_fundamental_operators(op):\n", " idx_lst = []\n", " for term, val in op:\n", " for has_dagger, (bl, orb) in term:\n", " if not idx_lst.count([bl, orb]):\n", " idx_lst.append([bl,orb])\n", " return [c(bl, orb) for bl, orb in idx_lst]" ] }, { "cell_type": "markdown", "id": "01e16f82-641e-4967-809d-4e307527fa6d", "metadata": {}, "source": [ "### SIAM system parameters\n", "\n", "we define the SIAM as follows:" ] }, { "cell_type": "code", "execution_count": 2, "id": "676dae66-0dee-4957-bf42-16aba801aec5", "metadata": {}, "outputs": [], "source": [ "beta = 40. # Inverse temperature\n", "mu = 1. # Chemical potential\n", "U = 2. # On-site density-density interaction\n", "E = [ 0.0, 2.0 ] # Bath-site energies\n", "V = [ 1.0, 2.5 ] # Couplings to Bath-sites\n", "n_orb = 1\n", "n_orb_bath = len(E)\n", "\n", "# triqs block structure\n", "block_names = ['up', 'dn']\n", "gf_struct = [ (s, n_orb) for s in block_names ]\n", "# block structure of full Hamiltonian\n", "gf_struct_tot = [[s, n_orb + n_orb_bath] for s in block_names]\n", "\n", "# Green's function parameters\n", "n_iw = int(20 * beta)\n", "iw_mesh = MeshImFreq(beta, 'Fermion', n_iw)\n", "n_w = 1501\n", "window = [-11,11]\n", "w_mesh = MeshReFreq(window=window,n_w=n_w)\n", "eta = 0.01\n", "\n", "# ==== Local Hamiltonian ====\n", "h_0 = - mu*( n('up',0) + n('dn',0) )\n", "h_int = U * n('up',0) * n('dn',0)\n", "h_imp = h_0 + h_int\n", "\n", "# ==== Bath & Coupling Hamiltonian ====\n", "h_bath, h_coup = 0, 0\n", "for i, (E_i, V_i) in enumerate(zip(E, V)):\n", " for sig in ['up','dn']:\n", " h_bath += E_i * n(sig,n_orb + i)\n", " h_coup += V_i * (c_dag(sig,0) * c(sig,n_orb + i) + c_dag(sig,n_orb + i) * c(sig,0))\n", "\n", "# ==== Total impurity hamiltonian ====\n", "h_tot = h_imp + h_coup + h_bath" ] }, { "cell_type": "markdown", "id": "b9d89a21-e748-452f-b116-d1443d326300", "metadata": {}, "source": [ "### Construct hybridization function and Weiss Field" ] }, { "cell_type": "code", "execution_count": 3, "id": "96606842-2b33-4fdf-a230-dad5ed2ef676", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Greens Function G_dn with mesh Real Freq Mesh with w_min = -11, w_max = 11, n_w = 1501 and target_shape (1, 1): " ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "Delta_iw = BlockGf(mesh=iw_mesh, gf_struct=gf_struct)\n", "Delta_iw << sum([V_i*V_i * inverse(iOmega_n - E_i) for V_i,E_i in zip(V, E)]);\n", "\n", "# real frequency\n", "Delta_w = BlockGf(mesh=w_mesh, gf_struct=gf_struct)\n", "Delta_w << sum([V_i*V_i * inverse(Omega - E_i + 1j*eta) for V_i,E_i in zip(V, E)]);\n", "\n", "# Weiss field\n", "G0_iw = BlockGf(mesh=iw_mesh, gf_struct=gf_struct)\n", "G0_iw['up'] << inverse(iOmega_n + mu - Delta_iw['up'])\n", "G0_iw['dn'] << inverse(iOmega_n + mu- Delta_iw['dn'])\n", "\n", "# real frequency\n", "G0_w = BlockGf(mesh=w_mesh, gf_struct=gf_struct)\n", "G0_w['up'] << inverse(Omega + mu - Delta_w['up'] + 1j*eta )\n", "G0_w['dn'] << inverse(Omega + mu - Delta_w['dn'] + 1j*eta )" ] }, { "cell_type": "markdown", "id": "15c15dd6-5495-4f66-954c-526bc9b06dd7", "metadata": {}, "source": [ "### Construct the AtomDiag Object and solve it" ] }, { "cell_type": "code", "execution_count": 4, "id": "8b5124b9-3845-4d7d-8561-550a5d95fd54", "metadata": {}, "outputs": [], "source": [ "# define fundamental operators\n", "fop_imp = [(s,o) for s, n in gf_struct for o in range(n)]\n", "fop_bath = [(s,o) for s, o in product(block_names, range(n_orb, n_orb + n_orb_bath))]\n", "fop_tot = fop_imp + fop_bath\n", "\n", "# ED object\n", "ad_tot = AtomDiag(h_tot, fop_tot)" ] }, { "cell_type": "markdown", "id": "f102d47e-f8ac-4c39-b77d-8d66984a44e5", "metadata": {}, "source": [ "### Calculate and plot the single-particle Green function and self-energy" ] }, { "cell_type": "code", "execution_count": 5, "id": "6adc1fba-4ab6-48d2-ac16-68b0a857b25d", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/mnt/sw/nix/store/29h1dijh98y9ar6n8hxv78v8zz2pqfzf-python-3.11.7-view/lib/python3.11/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for type is zero.\n", " setattr(self, word, getattr(machar, word).flat[0])\n", "/mnt/sw/nix/store/29h1dijh98y9ar6n8hxv78v8zz2pqfzf-python-3.11.7-view/lib/python3.11/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero.\n", " return self._float_to_str(self.smallest_subnormal)\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "G_iw_tot = atomic_g_iw(ad_tot, beta, gf_struct_tot, n_iw)\n", "block_list = [G_iw_tot[bl][:n_orb, :n_orb] for bl, n_orb in gf_struct]\n", "G_iw = BlockGf(name_list=block_names, block_list=block_list)\n", "\n", "# real frequency\n", "G_w_tot = atomic_g_w(ad_tot, beta, gf_struct_tot, window,n_w, eta)\n", "block_list = [G_w_tot[bl][:n_orb, :n_orb] for bl, n_orb in gf_struct]\n", "G_w = BlockGf(name_list=block_names, block_list=block_list)\n", "\n", "fig, ax = plt.subplots(1,1, figsize=(6,3), dpi=150, squeeze=False)\n", "ax = ax.reshape(-1)\n", "\n", "ax[0].oplot(-G_w['up'][0,0].imag)\n", "ax[0].set_ylabel(r'Im G$_{imp} (\\omega)$')\n", "ax[0].set_ylim(0,10)\n", "ax[0].set_xlim(window)\n", "ax[0].get_legend().remove()\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 6, "id": "82888365-a6ea-43ab-871f-0adf5a2e209b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "S_iw = G0_iw.copy()\n", "S_iw << inverse(G0_iw) - inverse(G_iw)\n", "\n", "S_w = G0_w.copy()\n", "S_w << inverse(G0_w) - inverse(G_w)\n", "\n", "fig, ax = plt.subplots(1,1, figsize=(6,3), dpi=150, squeeze=False)\n", "ax = ax.reshape(-1)\n", "\n", "ax[0].oplot(-S_w['up'][0,0].imag, label='Im')\n", "ax[0].oplot(-S_w['up'][0,0].real, label='Re')\n", "ax[0].set_ylabel(r'$\\Sigma_{imp} (\\omega)$')\n", "ax[0].set_ylim(-10,10)\n", "ax[0].set_xlim(window)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "08d58c5d-203c-42dd-92bf-991e2119c0e1", "metadata": {}, "source": [ "## Running the Nevanlinna analytic continuation" ] }, { "cell_type": "code", "execution_count": 7, "id": "1625658c-70f0-4a80-a837-f877443ac66f", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/mnt/sw/nix/store/29h1dijh98y9ar6n8hxv78v8zz2pqfzf-python-3.11.7-view/lib/python3.11/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for type is zero.\n", " setattr(self, word, getattr(machar, word).flat[0])\n", "/mnt/sw/nix/store/29h1dijh98y9ar6n8hxv78v8zz2pqfzf-python-3.11.7-view/lib/python3.11/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero.\n", " return self._float_to_str(self.smallest_subnormal)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Warning: could not identify MPI environment!\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Starting serial run at: 2024-08-08 11:46:26.025434\n" ] } ], "source": [ "from triqs_Nevanlinna import Solver" ] }, { "cell_type": "markdown", "id": "d0637759-c48b-4073-92d0-1a6c637d5985", "metadata": {}, "source": [ "first we setup the Nevanlinna solver for diagonal Green's functions (matrix values Green's functions can be continued using the \"CARATHEODORY\" kernel. See tutorial XYZ. Now we want to continue both the impurity Green's function and the self-energy from the Matsubara axis to the real frequency axis:" ] }, { "cell_type": "code", "execution_count": 8, "id": "7e47c0b1-9354-493c-b593-cd2449dd5a19", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2,1, figsize=(7,6), dpi=150, squeeze=False, sharex=True)\n", "ax = ax.reshape(-1)\n", "fig.subplots_adjust(hspace=0.03)\n", "\n", "ax[0].oplot(G_iw['up'][0,0].real, label='Re')\n", "ax[0].oplot(G_iw['up'][0,0].imag, label='Im')\n", "\n", "ax[0].set_ylabel(r'G$_{imp} (i \\omega_n)$')\n", "ax[0].set_xlim(0,40)\n", "\n", "ax[1].oplot(S_iw['up'][0,0].real-S_iw['up'][0,0].data[-1].real, label='Re - $\\Sigma^\\infty$')\n", "ax[1].oplot(S_iw['up'][0,0].imag, label='Im')\n", "\n", "ax[1].set_ylabel(r'$\\Sigma_{imp} (i \\omega_n)$')\n", "\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 9, "id": "effa7a9d-398b-430b-b957-b2f795ba3165", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "This is Nevanlinna analytical continuation. All off-diagonal elements will be ignored.\n" ] } ], "source": [ "# setup Nevanlinna kernel solver\n", "solver = Solver(kernel='NEVANLINNA')\n", "\n", "# solve \n", "solver.solve(G_iw['up'])\n", "\n", "# evaluate on real frequency mesh\n", "G_w_nvla = solver.evaluate(w_mesh, eta)" ] }, { "cell_type": "code", "execution_count": 10, "id": "e872c22b-e296-4526-ba31-2c5e20535c5d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1, figsize=(6,3), dpi=150, squeeze=False)\n", "ax = ax.reshape(-1)\n", "\n", "ax[0].oplot(-G_w['up'][0,0].imag, label='ED')\n", "\n", "ax[0].oplot(-G_w_nvla[0,0].imag,'--',label='Nevanlinna')\n", "\n", "ax[0].set_ylabel(r'Im G$_{imp} (\\omega)$')\n", "ax[0].set_ylim(0,2)\n", "ax[0].set_xlim(window)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "aff40f23-0184-4976-af92-1e387cc7daa2", "metadata": {}, "source": [ "### Continuing the self-energy" ] }, { "cell_type": "markdown", "id": "68a1a204-e605-4b5d-a43a-d8b757a35040", "metadata": {}, "source": [ "The self-energy can be continued without any prior treatment in the same as a Green's function:" ] }, { "cell_type": "code", "execution_count": 11, "id": "de2346cb-c2b7-4eea-bd61-e8e6a5646ffe", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "This is Nevanlinna analytical continuation. All off-diagonal elements will be ignored.\n" ] } ], "source": [ "# setup Nevanlinna kernel solver\n", "solver = Solver(kernel='NEVANLINNA')\n", "\n", "# removing the Hartree shift not necessary in Nevanlinna \n", "solver.solve(S_iw['up'])\n", "\n", "S_w_nvla = solver.evaluate(w_mesh, eta)" ] }, { "cell_type": "markdown", "id": "724f5622", "metadata": {}, "source": [ "Alternative method: remove Hartree shift before analytic continuation." ] }, { "cell_type": "code", "execution_count": 12, "id": "073f8734-6b45-4583-a994-0bce70006cef", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1, figsize=(6,3), dpi=150, squeeze=False)\n", "ax = ax.reshape(-1)\n", "\n", "ax[0].oplot(-S_w['up'][0,0].real, label='ED')\n", "\n", "ax[0].oplot(-S_w_nvla[0,0].real,'--',label='Nevanlinna')\n", "\n", "ax[0].set_ylabel(r'Re $\\Sigma_{imp} (\\omega)$')\n", "ax[0].set_ylim(-10,10)\n", "ax[0].set_xlim(window)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "ef3e4ee7-4e72-4515-9d36-a995fe44bbd2", "metadata": {}, "source": [ "## Comparison to Pade & MaxEnt" ] }, { "cell_type": "code", "execution_count": 13, "id": "c0517cf8-b619-4d64-82be-9cd45a8092e0", "metadata": {}, "outputs": [], "source": [ "from triqs_maxent import *" ] }, { "cell_type": "markdown", "id": "4ee3b7a9-6acd-4656-ad27-63fad57f4edd", "metadata": {}, "source": [ "### run Pade" ] }, { "cell_type": "code", "execution_count": 14, "id": "6642a81c-f79d-4d73-9c0d-fe5587538b99", "metadata": {}, "outputs": [], "source": [ "G_w_pade = G0_w['up'].copy()\n", "G_w_pade.set_from_pade(G_iw['up'], n_points=n_iw, freq_offset=eta)" ] }, { "cell_type": "markdown", "id": "d4795c85-7481-4dbc-a1ff-4f17520b6f95", "metadata": {}, "source": [ "### run MaxEnt" ] }, { "cell_type": "code", "execution_count": 15, "id": "0f97aee3-2dd4-49fc-9521-47262a6fc4f1", "metadata": {}, "outputs": [], "source": [ "G_tau = make_gf_from_fourier(G_iw['up'])\n", "G_tau_noisy = G_tau.copy()\n", "noise = 1e-5\n", "G_tau_noisy.data[:,0,0] += np.random.normal(0.0,noise,(len(G_tau.mesh)))" ] }, { "cell_type": "code", "execution_count": 16, "id": "2f1bd183-56b7-4ccd-aa8a-4f9bfd3d89bf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2024-08-08 11:46:39.318751\n", "MaxEnt run\n", "TRIQS application maxent\n", "Copyright(C) 2018 Gernot J. Kraberger\n", "Copyright(C) 2018 Simons Foundation\n", "Authors: Gernot J. Kraberger and Manuel Zingl\n", "This program comes with ABSOLUTELY NO WARRANTY.\n", "This is free software, and you are welcome to redistributeit under certain conditions; see file LICENSE.\n", "Please cite this code and the appropriate original papers (see documentation).\n", "\n", "Minimal chi2: 48.64096682045229\n", "scaling alpha by a factor 4801 (number of data points)\n", "alpha[ 0] = 9.60200000e+04, chi2 = 3.88498567e+04, n_iter= 38 \n", "alpha[ 1] = 5.05079943e+04, chi2 = 1.97959453e+04, n_iter= 17 \n", "alpha[ 2] = 2.65679805e+04, chi2 = 9.95827100e+03, n_iter= 19 \n", "alpha[ 3] = 1.39751657e+04, chi2 = 4.88580697e+03, n_iter= 23 \n", "alpha[ 4] = 7.35115173e+03, chi2 = 2.39669683e+03, n_iter= 25 \n", "alpha[ 5] = 3.86681868e+03, chi2 = 1.23775695e+03, n_iter= 28 \n", "alpha[ 6] = 2.03400600e+03, chi2 = 7.10563964e+02, n_iter= 35 \n", "alpha[ 7] = 1.06991839e+03, chi2 = 4.50297871e+02, n_iter= 42 \n", "alpha[ 8] = 5.62793499e+02, chi2 = 2.94234623e+02, n_iter= 52 \n", "alpha[ 9] = 2.96038022e+02, chi2 = 1.94586190e+02, n_iter= 59 \n", "alpha[10] = 1.55720545e+02, chi2 = 1.40173962e+02, n_iter= 70 \n", "alpha[11] = 8.19113975e+01, chi2 = 1.11577279e+02, n_iter= 84 \n", "alpha[12] = 4.30866528e+01, chi2 = 9.68581906e+01, n_iter= 105 \n", "alpha[13] = 2.26642409e+01, chi2 = 8.94102193e+01, n_iter= 129 \n", "alpha[14] = 1.19217387e+01, chi2 = 8.56033110e+01, n_iter= 172 \n", "alpha[15] = 6.27101762e+00, chi2 = 8.32924094e+01, n_iter= 249 \n", "alpha[16] = 3.29865155e+00, chi2 = 8.18304333e+01, n_iter= 358 \n", "alpha[17] = 1.73514137e+00, chi2 = 8.10107300e+01, n_iter= 474 \n", "alpha[18] = 9.12711000e-01, chi2 = 8.05766140e+01, n_iter= 606 \n", "alpha[19] = 4.80100000e-01, chi2 = 8.03518899e+01, n_iter= 763 \n", "MaxEnt loop finished in 0:00:55.918173\n", "('LineFit: ', 10)\n" ] } ], "source": [ "tm = TauMaxEnt(cost_function='bryan', probability='normal')\n", "tm.set_G_tau(G_tau_noisy)\n", "tm.set_error(1.e-4)\n", "tm.omega = LinearOmegaMesh(omega_min=window[0], omega_max=window[1], n_points=501)\n", "result = tm.run()\n", "print(('LineFit: ', result.analyzer_results['LineFitAnalyzer']['alpha_index']))" ] }, { "cell_type": "markdown", "id": "4ac98aa6-7a6e-4860-b448-8cd3b80c5c5f", "metadata": {}, "source": [ "### plot results of continuation" ] }, { "cell_type": "markdown", "id": "2d443be4-474a-4b57-a124-1fc4dad1eaef", "metadata": {}, "source": [ "let's plot all results in comparison. The Nevanlinna, Pade, and MaxEnt results are each shifted by a small amount on the x-axis to visualize better the agreement in the first plot:" ] }, { "cell_type": "code", "execution_count": 17, "id": "9d32563b-45fd-4f8b-a984-d459cb2c641a", "metadata": {}, "outputs": [ { "data": { "image/png": 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hJExQmCKEEEJI/pAhx5RuPmqeXOqmpOk5pqSufMyYyix8DUmGsL2SGt1LQUgvY8rLMcV7B8k2iUB+r/8mTpwojdl7772l9cXFxdhjjz0wYMAAnHXWWXj00UdRU1OTnSdEskpxtk+AEEIIIcQek+PBf5qom8dZRUxJjin1uB7HM3XlC9ZnPn9ppk5ozXZQEl6CN8jzrsgLOtAHSZiCnDEVOrclyVsmTJhgXHf44Ydrl5988slo3bo14vE4tm3bhrVr12LOnDl44oknMGXKFMycORPHH398c50yyUEoTBFCCCEkZBgcTMLjhDhkUZGnjtSsZle+TBB8os3XkAQkoEbsIK0qQGGgk175MWTXpXgfYSkfyRVmzZqV9pjbb78de++9t7Rs48aN+MMf/oD77rsPo0aNwsKFC3Hcccdl5iRJzsNSPkIIIYTkDwYNwqq7npQxlRhnEX6ubffuf8DC7MpHSD5h317P873q9Tb2zJ/y8Vop5cCSY4qiNgkZ3bp1w4wZM3DDDTcgFovh3HPPRW1tbbZPi7QQFKYIIYQQkrek41rIaMaUpEsFz5gKHZqXwnb6rHsZg1fycdJONDShlE/Vp+3fx+r9w/6gqiuKXflIIXDNNdegV69e2LhxI55++ulsnw5pIShMEUIIISR/aEL4ubx5Gl35pIFpOKYg58PooGMqA1CEIgFxvyvtriX1vmH9PnbdcPzSqcylfHRMkbBSVFSEU089FQCwaNGiLJ8NaSmYMUUIIYSQ/EGdjCUmalJJnsnB5LNr22Mqx7PJmGJXPkJyAfX+EXikvahtumdZDfUo5UMc8Xi88Jop5BjxeBzxmmi2TyNtnPKinL52fvCDHwAAPv300+yeCGkxKEwRQgghJH/Rfa42aD2iYJXUs+TAJwO68HN/x5SxlM9CRMtfdPV4ds9Rt5WdcKcdaXVMUli4Lie39cljrJhR5yjrPI8qHtDnhGTUUr6IUuwSRzzcpcF5QLwmiq+vfzfbp5E2e103HE5FZqQAL4FrwYIFGDNmTNr77NSpEwBgy5YtQU+L5BkUpgghhBCSNxjncRZzMykjJvGvTRC5Lvzc4ptmU9csTiQJyW8cpwld+dJ4/3uV8gGN9xipsQIhWWDChAnGdT179gy0z4QQnMuuLpJZKEwRQgghJH9pQnixOtxsXvBwPKirpcX+4edhK+VrytMJ22tB8oA0Ip88G+95HcPzuk6vK5/LqUVnIMkBZs2alfF9VlVVAQD22GOPjO+b5CYUpgghhBCSx6QjFLnHWURF6RWtJpTy0TBlj9W0W9vOjxN2oqFJwqn8c+CufGk4QNQGCqo7imJu9nHKi7DXdcOzfRpp45QXZfsUPPnoo48AAPvtt192T4S0GBSmCCGEEJI/mCZiTnpCkTZjygpNKZ9F+Dm78hGSgwQsE1LLi6z1IZdDy94x5TiOtpSPZBfHcTKW1UQaiUajePrppwEAP/nJT7J8NqSlYFEyIYQQQvKXNMLP/YelkTFl4ZgS3Q6FUsrXFIK/EnwNiS2Zu8oCd+VLQwyX7iFwl/JRmCJh5Oabb8aXX36J7t274+STT8726ZAWgvIuIYQQQvIHG8OUaaikL6VRyqfLmLIYaOzKJwpThSCqZLB8qkUOSsKL32XhdcFJXfnU3drmSKURagW3Y8pVysfrnISIjRs34sYbb8SMGTNQVFSEmTNnorS0NNunRVoIClOEEEIIyVu0glRgx1Q6B7RwTImlfMKJhrrLUFZEKEKCkWySl+a1F/gtnGY7P19him8akgNMnDjRuK5nz56YNm2aa/mvfvUrtG7dGvF4HNu3b8fatWvx73//G9FoFN26dcOsWbNw7LHHNuNZk1yDwhQhhBBC8gfXPEzjYDIOdU/iRJHIKvw8NdD3eKIwFQFL+ZoNvoakBfD0RAVd6XPtukr51IwpsJSPZJ9HH33UuG7w4MFaYWrevHkAgEgkgrZt26Jr16449dRTcfzxx+O0005DeXl5s50vyU2YMeXB+++/j1tuuQXjxo1D9+7d4ThOoDfJrFmzkoGFXv/99a9/lcZNnDjRc/sHH3wwU0+VEEIIyRNcrbE0m5hK64RhyfBzj31rl+u6ABqOJ4yTSvnC7JjKNNScSCbxLeXzWCXePyAHkfsU5AmPExYty5GqYwp0TJHcIR6P+/6X6K6X4IsvvpDWR6NRbNmyBStXrsQTTzyBc845h6JUgULHlAc33HADnn322SbvZ99998WECRO067777js888wzAIDDDz9cu82IESPQrVs31/L+/fs3+dwIIYSQsGElL9lHRQUPPxeDiQ1aVPgyYrIRYa4ZyQk7sSFRWrf7erFurucAEekWYDnScQCxHM+vK59wRqoYBjD8nBASHihMeTB8+HAMHjwYBx10EA466CCtOGTD4YcfbhSdHnjgATzzzDM47LDDsM8++2i3ufrqq/HjH/840LEJIYSQUGGax1mYECT3we4Bdt6lgOHnomPKYFIPnzBFSA6jLcv1WZ9YpbxXxWGxdEr57Dou7N6v3NlT7crH+wchJCxQmPJgypQpzX6Mxx57DADw05/+tNmPRQghhOQ7poiptMfqKvKMA4M5pqy68oXN2aN7OrbPUbMdJ96kWUmjSZ5cyqfm06XTla8JpXxK+DkdU4SQsMCMqSyydu1aLF68GKWlpTjttNOyfTqEEEJI7mMTfm5Ry5eUl6wmlz7h54ZxNl35KLxkAO3rz9eVWBIg800t5bO+2ppQyhdBhF35CCGhhY6pLJJwS40cORIdOnQwbjd//nzMmzcP0WgUvXv3xujRozFgwICWOk1CCCEkh7AIPzc5mMRhuyejNnpWJjKmTI4pQkjLYWqwGffawLgq9T4OXsrn7XhSxW313kHHFCEkLFCYyiKPP/44AP8yvunTp0s/T5kyBRdddBHuueceFBfb/QoHDhyoXb5mzRr06dPHah+EEEJI1rHJmLJAKy9ZmQ80Di0DpoypUJfy6bCt5NMtsxpbAK8haR7SKOVTB8qmSevYdKRTyicJU5rwczouCSFhgaV8WWLp0qVYtWoVOnTogJEjR2q3GTJkCB588EF89tln2LlzJz7//HPcd999aN++Pe6//378+te/buGzJoQQQrKMOg/T6UMW4eep8TYt330mf2mW8tEw1QIUguBHMoNlKZ96RUWs38fBw8/l47GUjxASXuiYyhKJMr7TTz8dpaWl2m0mTZok/dy7d29cfPHFOPLIIzFs2DBMnz4dkydPxve+9z3f461YsUK73OSkIoQQQvKBZEmexbZyKR+sx+lL+Ux7TmEq5ZNHhmxi2YSnwzk2aXZcF5kj3QTiHjV5chC57HyMeV286v0jk6V8YCkfISQc0DGVBRoaGvDUU08BCNaNb//998eJJ56IaDSK1157LdOnRwghhOQfFtUxclctt8BkF36uC1tnV77mwq6Sj68hCUhA92JjV77Uz/aXYGZL+ZgxRQgJCxSmssArr7yCb775Bvvssw8OPfTQQPvo27cvAGDDhg2ZPDVCCCEktzHNAB3/yZ7oTnI0+pLVMdMJPze4GULdla8JIlHoXguSH1h1QHATsSoD1h0vYFe+3eMk9yXfMoSQkEBhKgskyvjOPvvswPvYsmULAKB169YZOSdCCCEk7zCISqa5nuyYSvzraNcrI90HtQk/t3FMcWaZAfgaEkt0l4plBwRZn5ZLAJurlE8uH2wcJzZSYCkfISQsUJhqYXbs2IFnn30WQHBhqra2FgsXLgQADBs2LGPnRgghhOQ8TejKF/fRl4wika9jSt25e3+mrnwFoak0KXeqEF4gki1Unch6HIJ09NSO9NxaLeUDZMclS/kIIWGBwlQGmTFjBgYMGIBrrrnGuM38+fOxc+dOHHLIIclyPB2rVq3Cs88+i2g0Ki3ftGkTzjjjDHz11VcYPHhw4FJAQgghJB+RpnFN6G6XnOSJ+86wY8rUlU/NiSGNZFSDoqBFbLHUiVThOmL9Pla78jWtlI8ZdYSQMEJhyoOFCxfikEMOSf4HAHV1ddKyhHMJAKqqqrBq1SrP3KdEGZ9f6PmGDRswZswYdO3aFYcffjhOP/10/OQnP0GfPn3wzDPPoEePHpgzZw4/3BJCCCksdLYn1zamod4ZU3bZ5/b1gwXZlS8bcHJObHFdKrKDyUvo8arIi3l08/Mu5fMRpjTlwOK9hPcPkk0cpzGQv0OHDti6dat2m6lTp8JxHNxyyy0te3ItSOI5zpo1S1o+ceJEOI6D119/PSvnlW8UZ/sEcplNmzbhvffek5bF43Fp2aZNm6z3t2HDBvzjH/9ASUkJTj/9dM9t+/Xrh8svvxxLlizBmjVrsHTpUpSVlaFfv34YPXo0Jk2ahA4dOqT3hAghhJAwIWpEFuHnuqG67ny2I2U0pXyGjCl5VLgmlvp5tt1z1I0N16tDcg61ss52mGNttPI5oE8pnyZDiqV8JNfYunUr7rrrLlx//fXZPhWSx1CY8mDixImYOHGi9fZTp07F1KlTjev33HNPNDQ0WO1rr732wl133WV9bEIIIaQgsJkBmhxTvsNsLFO7UZ1TOscU3Pkw6mOW4mQC3WvI15Xo0L2XvVebVkld+TwvtyaU8vk4pihMkWwTiURQXFyMu+++G5dffjmNEwI333wzrr76avTs2TPbp5IXsJSPEEIIIfmJY3hslWGeqOXTr/cYqDmg/qCmUj7R8RA2xxQhOY327WZXWieVAqOFuvJpGiiwqyfJJUpKSnDBBRdg27ZtuPPOO7N9OjnFnnvuiQEDBqBVq1bZPpW8gMIUIYQQQvIem2occRKn0aU8pngW4ee6rnyGUr5Cc0zZPkWt7yn8Lw/JJgFL+Rp1KVEgCnpA+658qVtPYd0/SO5z7bXXoqysDPfccw++/fZb63HxeByPPvoojjzySLRv3x4VFRUYNGgQbr/9dtTX1ye3q6+vR8eOHVFeXm7Mslq6dCkcx8Fhhx2WXLZ161ZMnz4dI0aMQK9evVBWVoaOHTviuOOOw6uvvqrdz49//GM4joMvvvgCzzzzDA455BBUVlZijz32wJlnnon169dbPz9TxtTee++dfB8//PDDGDRoECoqKtCtWzf84he/0D7HIOe1YcMG3HrrrfjRj36E7t27o7S0FN26dcO4cePwz3/+0/p5tBQUpgghhBCSP5jCzy0ChSXjQnKYOM7imAEdUyJsXJJhtOFUnLATN7qrwjaezl3KJ670ut6asZRPk0FFSEvTvXt3/OxnP8P27dtxxx13WI2JxWI4/fTTMXHiRCxbtgwHHnggRowYgU2bNuHXv/41xowZg1is8fouKSnBqaeeitraWsybN0+7v9mzZwMAxo8fn1y2ZMkSXHbZZfj000/Rt29fjB07Fv3798crr7yCESNG4JFHHjGe3/3334+TTz4Z8Xgcxx13HFq3bo0nn3wSRx11FHbt2mX70nhy1VVX4ZJLLkHbtm1x3HHHIR6P489//jNOPPFEo+icznk9++yzmDJlCr7++msccMABGDNmDPbaay8sWLAAhx12GF555ZWMPI9MwYwpQgghhOQl6eo7uuZ68pzUqi2f9cF1rd5DTxMEIbo/SLPj05XP8/pVhG2pK5+nLhW8lE8UnhKlfBHBV8D3TPaJx+PYVmOXIZxLtC0vzuiXJNdccw0efvhhTJ8+HZMnT0bHjh09t7/99tvx9NNP49hjj8Xjjz+Ozp07AwCqq6tx5pln4vnnn8cDDzyASy65BECj4PSnP/0Js2fPxvnnny/tKxaLYc6cOSguLsZpp52WXN6/f3+88847OPTQQ6XtP/zwQxx11FG44oorcNppp6F169au87v//vvx6quv4qijjgIA7Ny5E8ceeywWL16MJ554Auedd176L5LCY489hvfeew8/+MEPAABVVVUYPnw43nrrLSxatCh57KDnddhhh2HZsmUYNGiQtI+XX34ZJ554Ii6++GKsXr06Z74sozBFCCGEkPyhCfMweQ7X+EHM6vOY1jHlufPdiyxK+ZgR4wlfH9KspKFLScMcJ0PvY3vHVGLyyK58ucW2mgYMvj63nCc2LLvu/9CuoiRj+9trr73w85//HPfeey9uv/123HzzzcZtGxoacNttt6FNmzaYPXs2OnXqlFxXWVmJhx56CL169cKf/vSnpDB1+OGHo1evXnj99dfx9ddfY6+99kqO+cc//oENGzZg5MiR0r569+6N3r17u44/ZMgQXHLJJbjxxhuxaNEijB492rXNFVdcIQlDrVq1wpVXXonFixfjzTffzIgwdcMNNyRFKQDo1KkTLrroIlx55ZV48803tcJUOud1wAEHaI87YsQInHrqqXj88cexfPly43YtDYUpQgghhOQnhvBz8+TSnTElrbUYJxQBemzTiKkrn3xMCi/NA19XoiODXfmsK/KaUMon3rMSYjqFbZKjXH311fjzn/+MGTNm4Morr5REIpEPP/wQVVVVOP7447XbdO3aFX379sXy5cuxa9cuVFRUwHEcnHnmmbjlllvw5JNPYvLkycntdWV8CaLRKP7+979j8eLF2LhxI2pqagAAq1evlv5V+b//+z/Xsn79+gFozG7KBEGOke6Y2tpa/O1vf8PSpUuxadMm1NXVAQD+/e9/A2h8/hSmCCGEEELSROd6CkIqY0rYd9CBgHaCya58hOQYTQiZkrvypf4PNGMpn+YeIt5LKGyTXGLPPffEhRdeiLvvvhu33XYb/vjHP2q3++KLLwAAL730km8Z2bfffovu3bsDaBSebrnlFjz++ONJYaq2thbz589HZWUlTjrpJGns+vXrMWrUKCxbtsy4/+3bt2uX9+jRw7UsUfJXW1vrec62BDlGOmP+/e9/48QTT0y+3jpMzz8bUJgihBBCSH4iOabSCz9P7cKiw5V2ub9jiqV8u2nKU7QZy8k5CUp6TfJSw1R9yfoiT++ALOXLfdqWF2PZdW4XS67Ttrx5ZIApU6bgT3/6E+677z786le/0m4TjUYBAH379nXlP6mUlZUlH++///4YNGgQPvjgA6xcuRIDBgzAwoUL8d133+Hss89Gq1atpLEXXHABli1bhnHjxmHKlCno378/2rRpg0gkgj//+c/4xS9+Yfy73xK5S0GOYTsmHo/jtNNOwxdffIELL7wQF154IfbZZx+0bt0ajuPg2muvxc0335xT4jaFKUIIIYTkD6YPURaf1eTwc3fGlIdXwn0gNczcxzElfpg0lfWFgoxlgDWRHPqwTXIIn0q+4F350jhoBkv5KExlH8dxMprVlO9069YNF110Ee68807ceuutqKysdG2TcP3sv//+mDVrVlr7Hz9+PD7++GPMnj0b06ZNM5bxVVdX49VXX0XXrl0xZ84cFBUVSes///zztI6bb6xcuRIrV67EgQceiAceeMC1Pheff4G0iCGEEEJImHEsFCZ3KQ4QkdwHhp3rws9dpXzuCaKuo5Z734ZjkjTgi0iC4ajWJw+k2wAcRSAKarXyHudbysdrn+QgU6ZMQatWrXD//ffjf//7n2v9QQcdhHbt2mHRokXYtm1bWvs+66yz4DgOZs+ejW3btmHhwoXo0qULjjnmGGm77777DrFYDHvuuadLlGpoaMCCBQvSf2J5xJYtWwDoS/+2bNmCV199taVPyRcKU4QQQgjJH3Q55OpjUymfuPnu7UVhymxp1zmm/IUpYylfwWVMBX+OhfDqkCxjce9wDUlHX3KtDFjKt3scM6ZIrtOlSxdcfPHF2LlzJx599FHX+rKyMvzqV7/C1q1bcfLJJ2PdunWubT7++GM89dRTruU9evTAkUceiTVr1mDKlCmoqanB6aefjuJiuRCsS5cuaNeuHZYvX4533nknuTwajeKqq67CZ599loFnmrvsu+++iEQi+Mc//iEFvNfU1ODCCy/Et99+m8Wz00NhihBCCCF5iqN9aBMVlZrkpZYZXQ9ax5T6Ecq7lM9UvceJZYrMinR8XYkGv9I5z1I+eaUkanvvVXjsBC/lS5Qfi04tsJSP5CZXXXUVKisrsWvXLu36a6+9FmeeeSZee+019O/fH4ceeijOOOMMHHPMMdhnn30wePBgPPHEE9qxibK9Bx98UPpZpLi4GFdddRUaGhrwox/9CP/3f/+HM844A/vuuy8efPBBXHLJJRl6prlJly5dcP7552Pbtm0YPHgwRo0ahVNPPRV77703/vGPf2DixInZPkUXFKYIIYQQkj/I6pLw2Cb8XJzkuYfFjHO8YBlT4qRSLOUruPDz5obiHgmCo/wbYGiC4KV86XflY/g5yQc6d+7sKf5EIhHMnj0bc+fOxU9+8hOsXr0a8+fPxyeffIKuXbti6tSpxq5+p556ajIUvU+fPjj44IO121177bV49NFHMWjQILzzzjt47bXXMHjwYCxZsgQHHnhg059kjvPAAw/gjjvuQO/evfH3v/8db731Fo455hj861//Qq9evbJ9ei4Yfk4IIYSQvESqprOojtGV8jk2rgdJDIvI/ya3YSkfAP2LaPkUdXN7ak6k2bGsyVNXtUQpn9RAgaV8JMfwu/7++Mc/GsWlBCeffDJOPvnktI7bvn171NTUWG17zjnn4JxzznEtHzRokNY19Prrrxv3tffee2uf89SpUzF16lTX8lmzZmnD3b/44gvjMX784x9rjxHkvIqKijB58mRMnjzZ+pyzCR1ThBBCCMkfdOoSbMPPU48TZThWGVNSSZ69MFWQXfmyAhUtYonfZeFVyqcYJyOWoelNKeUTSTqm6LgkhIQQClOEEEIIyRvixlI+aSPt2JjkYGpixpQqLgXsykfHAyFZQtfHwLYiT5GXW6KUz3HcjimW8hFCwgKFKUIIIYTkD8aufP6OqZgmYyoi5bWYjmnjmNJkTFmU8oWPzHbgoyOEZBLt1RREmQJL+QghJJNQmCKEEEJI/qB1L6mbmMLPU48jGuOT2fUQLGPKppSPwksG4OSc2KLW47nWew2Vhe2IdVacWspnq2gpDRRcnUDpmCKEhAcKU4QQQgjJH0y6VES/jTRUGuvOmDLOLTOQMaWbVDaeU8hElSY8ncy+FiF7XUnm0YjT1hV5yjij29I1ML1SPlkM0zimeJ0TQkIChSlCCCGE5A8mx5SFCyF4xpQoTOmCaaCdYEpuBxRIVz4dTRKrmvkAhFiW8rkL8sTGCR77d61Lo5QPLOUjhBQGFKYIIYQQkjeYKnFs5payMJX4N2jGlEX4uTROfBjmjClCchjde9xSJ1IdlxHpbZxOKZ/Ylc/eMaXryicKV4QQks9QmCKEEEJI/mDMmLIJP089TghSTrqOKUlh8q4fNIWfm7YJA015Nhl9JUL2upJmQKcPB2yuF7PVh1ylfN6bi47KhCDlSGI6hSlCSDigMEUIIYSQ/MFGl/LpkCdiVY6jc0ypj3XHNJXyMfzcGrtKPr6GJDiOdSmfvM76faxenz6CtoiugYJ4L+H9gxASFihMEUIIISR/kKpipPo4/TaJRcqySMSdMWV0L0kuLZMwlUZXPkM3wVCQM5YpQjToaoGDlPJBvXd4HlQ5ZrDw84TrkhlThJAwQmGKEEIIIfmDOjtMPvaeJaplesmMqYhYFmNzTPGjk/cE09SVT3ZpcWLZdHSvIV9X4o1WH06jlA82+XS6gRaNGlKn43ZdspSPEBJGKEx58P777+OWW27BuHHj0L17dziOg/Ly8kD72nvvveE4jvG/lStXasfFYjHcfffdOOCAA1BRUYHOnTvj1FNPxSeffNKUp0YIIYTkJUHDz9WJY/CufGmU8pkypqSImQIQUJogvlG4I82O1CXTjLsrn7iu+Uv5UgYvClOEkPBRnO0TyGVuuOEGPPvssxnd54QJE7TL27Vr51oWj8dx+umnY+7cuWjfvj1GjhyJqqoqzJs3DwsXLsSiRYtw8MEHZ/T8CCGEkJzGFH6epmMqtXnArnzqY51jStPqXX0cPmGqCSJUBs+CEC1+Xfk8rE/yLcSROnp6X7xNKOXTOKZMjRQIISSfoTDlwfDhwzF48GAcdNBBOOigg9CtW7cm73PWrFnW286cORNz585F37598dZbb6Fr164AgHnz5uGUU07B+PHjsXLlShQX89dICCGkQAjYlM+VMaVxTJkzpkRhytCVL2ApH8kAut8bnVbEjya8DV1d+WyvtzRL+XT3EJbyEULCCCV3D6ZMmYLrr78eo0aNSopCLckdd9wBALj11lul45988sk48cQTsWbNmow7ugghhJCcxsox5R7mckzt/jdiVcYTLPzcWMpn2CYU6DQi26HacsimnQ4hvgRyPllnpjeplE98TyS78gnjKUyRbKJG00QiEbRv3x5HHHEEHn744Wb9+/b666/DcRxMnDix2Y5BWhZabXKUtWvX4pNPPkFFRQVGjhzpWn/KKafgueeew/PPP4+TTz45C2dICCGEZAHT51xplmgTfu5I/+q2Se3P5JgybJPYn6mUL8xd+bIC1Stih5xR54j/aDYwj404jtQ4wborn5NeKZ/U2XP3uHCXApN8JBFVE41GsWbNGrzzzjt4++238fe//x1PPPFEls+O5AsUplqY2267DWvWrEFZWRkGDhyIsWPHonPnzq7tli1bBgDYf//9UVJS4lo/dOhQaTtCCCGkEJAmgBGD2GPh2oloJqUxU76MTcaU5qA6twPAiWXLwNeVaDB19bQgJjkgzevcx1TuH5ZCGKBkTGlK+ULnuCR5iRpV8+qrr+KEE07Ak08+ifHjx2PUqFHZOTGSV7CUr4W56qqr8Kc//Qn33nsvfvGLX2DvvffGX/7yF9d2X375JQCgR48e2v0klie2I4QQQgoC08TSJ8BYNSYkNCWruJeA4ecs5fNYFnwzQoKjBJgDUILmzENj0q3HSaMCULw3OMFL+Xafb0SYvomuTEJyhWOPPRY//elPAQDPPPNMdk+G5A0UplqIE088EfPnz8e6deuwc+dOLF++HJMnT0ZtbS0uuOAC15t2x44dAIBWrVpp91dZWSlt58fAgQO1/61Zsyb4kyKEEEJaGk0pTuNj/SYJbEr5jFNEK2FKUz5oUcpHx1QGCJu4R5oPUejRzIK8hGLZAQn7rnySmB5B4FI+TcZU6IRtEhqGDBkCAPjqq68AAFu3bsX06dMxYsQI9OrVC2VlZejYsSOOO+44vPrqq8b9fPHFFzjzzDPRsWNHtG7dGoceeigWLlzoeex4PI5HH30URx55JNq3b4+KigoMGjQIt99+O+rr6zP3JElGoTDVQtx7770YO3YsevbsiYqKCgwcOBB33HEH7r//fgCNQesiiT80zKEghBBCBJTJofYHi/DzSNIsYZMxpbZ7TzxkV75MktE5NifsRIfurWz5dlQzpmSTZjqlfLZWK30pn3hghp+TXGX79u0AgLKyMgDAkiVLcNlll+HTTz9F3759MXbsWPTv3x+vvPIKRowYgUceecS1jzVr1uDggw/Gk08+iU6dOmH06NGIxWIYPXo05syZoz1uLBbD6aefjokTJ2LZsmU48MADMWLECGzatAm//vWvMWbMGMRifN/kIsyYyjIXXHABfve73+Gzzz7D2rVr0bt3bwBAmzZtAADV1dXacYnlrVu3tjrOihUrtMsHDhyY7ikTQggh2cPCMaUPP5d/TjmmxG0shCnJZuHtfCjIUr4MY/fy8DUkdsR1IrOlUBRTRHGrMmDA3TwhYClf4h4ilvLRcZkDxONAzXfZPov0KW+nfLuTOeLxOF544QUAwKBBgwAA/fv3xzvvvINDDz1U2vbDDz/EUUcdhSuuuAKnnXaaNLe9+OKL8c033+Diiy/G9OnTEYk0XvsPP/wwfvazn2mPffvtt+Ppp5/Gsccei8cffzyZ5VxdXY0zzzwTzz//PB544AFccsklGX/epGlQmMoykUgEffr0wTfffIMNGzYkhamePXsCANavX68dl1ie2I4QQggpBExCjm/4ucU4U/Z54FI+TRmO+pgTS0KyhG5O7lXKJzyOOI5SBmz5Pk63lE+TISWK3HRM5QA13wF/7JXts0ifKeuAivYZ3WU0GsXnn3+Om266Ce+++y7Kyspw7rnnAgB69+6dnOeKDBkyBJdccgluvPFGLFq0CKNHjwbQ6JZ65ZVX0KFDB9x6661JUQpoNHbMnDkTixcvlvbV0NCA2267DW3atMHs2bPRqVOn5LrKyko89NBD6NWrF/70pz9RmMpBKEzlAFu2bAEgu58GDx4MAFi+fDnq6+tdnfk++OADACkVmhBCCCkIDFV1fo4pm658RvdSwPBzcVIpuhxCXcrXBAdYZkU6Cn5Eg8ZxaWsa8e7K53VMr1K+9B1T7MpHcg1d9EybNm3w6KOPok+fPsll0WgUf//737F48WJs3LgRNTU1AIDVq1dL/wLAO++8AwA44YQTktnKImeccYZLmPrwww9RVVWF448/XhKlEnTt2hV9+/bF8uXLsWvXLlRUVAR4tqS5oDCVZVasWIFVq1ahVatWGDBgQHJ579698f3vfx+ffvopFi5ciDFjxkjj5s6dCwBsv0kIIaSwsAk/D5gx1VJd+URhqiAmls0tVhXCa0gyg66rp3UpnzDUUQUir2MG78qnE7fF+wcdUyQXmDBhAoDGSqC2bdvigAMOwLhx49ChQ4fkNuvXr8eoUaOwbNky434SuVQA8PXXXwMwVwfpln/xxRcAgJdeesk3p/nbb79F9+7dPbchLQuFqQwyY8YMzJgxA2PHjsXNN9+cXP7yyy+jU6dOGDZsmLT9xx9/jDPOOAPxeBwXXHABSktLpfWTJ0/Gz372M1x11VU49NBD0aVLFwDA/Pnz8dxzz6F3794uwYoQQggJNVbh55nOmFIyYpKPDdsk96fvyid3EKSokoD6Eml2FHHJtdozxFwc6yiuKa9xwbvyyZ0ANV35eP/IPuXtGsvi8o3ydhnb1axZs3y3ueCCC7Bs2TKMGzcOU6ZMQf/+/dGmTRtEIhH8+c9/xi9+8Qvpeg/SCCwajQIA+vbt68qyUkmEspPcgcKUBwsXLsQNN9wgLaurq8MhhxyS/Pl3v/sdRo4cCQCoqqrCqlWrsGHDBmnMu+++i+uvvx69evVCnz590LlzZ6xduxYffPABGhoa8KMf/UgSshKcd955ePHFF7FgwQIMGDAARx99NKqqqvDGG2+gvLwcjz32mKvEjxBCCAk1ctBL6rFj2GY3MUWZcjSOKbuMKUNXPs1BxUmjlDEV5lK+rKANFWv50yC5T1yjTPncOxLIpXxqVz6vY6rh58FK+bTCFK/z7OM4Gc9qChvV1dV49dVX0bVrV8yZMwdFRUXS+s8//9w1Zq+99gIArFunF/2+/PJL17IePXoAAPbff38rsYzkFhSmPNi0aRPee+89aVk8HpeWbdq0yXc/I0aMwFdffYV//vOfWLZsGb777ju0bdsWhx9+OMaPH49zzz3X9QYFGu2QTz/9NO655x488sgjeOGFF1BZWYmxY8di2rRp7KhHCCGk4IjrSnGghp9rRCJDGY76ZWw8Htd8Q2voyudRyqdOGI1d+cLmeNA9HcunqJtjc95NMon2erJ0ZEhd+ZBG1lMTuvL5lvJpwtEJyTW+++47xGIx7Lnnnq45b0NDAxYsWOAac9hhhwEAXnzxRVRXV7typp588knXmIMOOgjt2rXDokWLsG3bNrRt2zaDz4I0N/pPSQQAMHHiRMTjcc//Jk6cmNx+6tSpiMfjLoV2+PDh+Mtf/oKPP/4YVVVVqK+vx+bNm7Fo0SJccMEFWlEqQVFRESZPnpwMaauqqsK8efMoShFCCClMbIQKn4wpuQLQUbbT7S/9jCk1+6WgM6YIyRVMjsvk+nS68unXeY7MQCmf3EmUwhTJfbp06YJ27dph+fLlyVBzoLH07qqrrsJnn33mGrPvvvvi6KOPxpYtW3D11VcjFktd67qOfEBjed6vfvUrbN26FSeffLLWbfXxxx/jqaeeytAzI5mEwhQhhBBC8gddKY7yWOu8ER6L5Xvq3FQrFLkyYjSPlXGqk0EUoySnRdgcU9lAKybwdSUatOHn4nrTsLj71mNTBgw0rSufWA68+0QjnL6RPKO4uBhXXXVVMsLm//7v/3DGGWdg3333xYMPPohLLrlEO+6BBx5A586dMWPGDOy3334466yzMHz4cJx//vm48MILtWOuvfZanHnmmXjttdfQv39/HHrooTjjjDNwzDHHYJ999sHgwYPxxBNPNOfTJQHhnY0QQggheYkcfi481oafy/kwuseN22kOZHJMeTgfvEr5HFhbLfKOTD+dkL08JNv4NOUzDlMuRMdRbzmWpXxQMqb8SvmEsYl7CB1TJB+59tpr8eijj2LQoEF455138Nprr2Hw4MFYsmQJDjzwQO2Yvn37YsmSJTjttNPwzTff4Nlnn0U8HsczzzyD008/XTsmEolg9uzZmDt3Ln7yk59g9erVmD9/Pj755BN07doVU6dOxR//+MfmfKokIMyYIoQQQkj+oPZsT+BTVyOXxOh30bh73WCbUj7FMaVMGKXwczqmMgxfQxKAZPi5v4NJXdpYymfZxKAZu/JRmCLZJN1S9HPOOQfnnHOOa/mgQYOkeByRffbZx1h653X8k08+GSeffHJa50eyCx1ThBBCCMkbpM+hJoFJ65hKPfZyTOmrwhTHQ/JhsIypUNOEzKyM5m0xu4toMDVPSK3Xj1MF64jjSPccraCt26layueDrpSPGXWEkDBSIJ+SCCGEEBIKJGHKMMHzCT8XzVXqHvSOqQBd+ZSTMOXCFIRjqglPkRNvklF0wraFTqTeF9ylfF7H9OrK5z3Yt5SPXfkIISGBwhQhhBBC8gdDSZ4Ufq4ZFpPmhh6OKe0xTaV85pIcz1I+Oh4yC19CYouueYJNKZ8mY0q8d3i/jT1K+QDPcj6plA/uUj7ePwghYYHCFCGEEELyB0MpXzrh53I0lRp+7pcxZagfTEeYYsaUFr4SpNkxRNTp1kuLVWEKsmXKu5TPoyufbufS6YhOz4j0b+Nx6ZgihIQDClOEEEIIySMMM0tJJPLegyhGuapqdPM8m/Bzn4OKpXyOTe1QqGhC7lQz758UGJqQOpsmea7SXLWUz/OYalc+dfplV8qXELQlxyWvfUJISKAwRQghhJC8wSr8PObtmIqk7ZhKP2PKK/w81KV8TcqTytxpEKJFmzHlX8qn3lJcXfk8M6ZUMd2+lE8SppJCmqNdTwgh+QyFKUIIIYTkD7qMGMDXvmDqymcXfm4q5ROFKXmcbSkfaSaochEN0mURsX8fasPPA5XyKQNdJ2UmWconTN/omCKEhAUKU4QQQgjJHwwakV89jpwxlWb4uSu8OPmDsIlPVz5X+Y5+u1DS3C4qilDEFt214m+Y0oSfO/bVw66MqSaW8jkhdlwSQgoWClOEEEIIyR8sHFP6ajx9KZ9qXvB3TJlK+bwdUxHDRy5OLFMUhEhHcoc0SvnU92nE1ZXPs5ZPOGZ6XflicJfyMfycEBJGKEwRQgghJG8wZUz5TS5jBj3L5ZjSzS+thKk0uvIxvDjD8DUkluickxYVfWrGlFqOq4m1E46php+n0ZVPEtQju/fAjClCSPigMEUIIYSQ/CSNjClx7idlTGXMMaWU8rkcFkL4uRNiYUrz+tk+Q/38POjrE7LXlWQGk7CtWy8u1jim5Pex7THTK+XTCVOmsmBCCMlneGcjhBBCSP4glfIJD30CX+SufOaMKa3zwShMmTOmxBKcxlPVO6aonxDSgkgikTuzyfR+1HflE/drG36umXpZlvIld8GufISQEEJhihBCCCH5g1SSZ3JM+YWfp5arjbm0WTGmyZ+XMMWufC0Hc7qIJXGdsC29He0yphqHiQKR10GDd+XTOqbAjClCSPigMEUIIYSQ/MHgmPIPP089jniIRPqMKUNXPsn9oAyUjmf+uBW6Uj4dlk/R76VP75gF8LqS9NFdFjZd+ZSfI66ufGmEn6dTyiesSwhSoS4FJnlFY3fKxv/effdd43Zz5sxJbrf33nu33AkKiOdq+m/ixIlZOTfSSHG2T4AQQgghxJbg4ef6rnyJnxOOB1fGVDwOd1ctzWOPUj5TRz6AE8vMwNeQWKIp5TOuF1DvC41d+YRh1o4pXVc+82DJEZXIarfuBkhIy/H4449j+PDh2nWPPfZYC5+NmQkTJhjXHX744U3e/957741169bxvRkAClOEEEIIyR8k95KhJE6bMSUOk8c5jpPcr6skR/1wGaArn+t4CPHEsglPJ2wvBclBdCW90vtTfxHqu/IFKOXLQFc+qZRPk0FFSEtSVlaGPn364KmnnsLdd9+N4mJZXti8eTP+9re/YejQofjggw+ydJYpZs2ale1TIAZYykcIIYSQ/MHgmPILMI7rJqS7EZ0PbseUMvEzClPyON2EUneudEw1F3xdiQbd/UO8Hxh0Hn1XPvN6ZbBwTKfJpXzi/SR0wjbJS8aPH4+qqiq8/PLLrnVPPfUU6uvrcfbZZ2fhzEg+QWGKEEIIIfmDyfkkxT25J2umjCl1P66hXsKUFE5jdky5hCkUmjAV/DlajeTknFgShyIS2Y7TOKbU+4h5sF8pn0dXPg/npbqekGwxfvx4OI6jLdl77LHH0Lp1a5x00knasfF4HE888QTOOOMM9OvXD5WVlWjTpg1++MMf4v7770csJl/j69evR8eOHVFWVoaPPvrItb/rr78ejuNg1KhRTX5eiUysaDSKW2+9Ff369UNZWRm+973vYcqUKaitrU1u+/rrr8NxHKxbty45Ntu5WvkGS/kIIYQQkj8Yw889xCX4Z0ylxvo5pkSbltkxJZbYOMpEVPqZmooAXwzSzGgcU45PPh2g7+rpGNa7j9mErnzCCSfuG5Jjiu8ZkgP06tULhx12GJ577jns2LEDrVu3BgCsXbsW7777Ls455xy0atVKO7a2thZnnXUWOnTogP322w9Dhw5FVVUV3n33XVxyySVYunSpVH7Xo0cP/OlPf8Kpp56K8ePH4/3330d5eTkAYMmSJfjDH/6ALl264C9/+UvGnt/48ePxwgsv4Ic//CH69++Pt956C7feeiv++9//JsW4bt26YcKECZg7dy6qq6ulLKtOnTpl7FzCDIUpQgghhOQPpvBiKSZGF36eeqw6HcSf3VkxwTKmbEv5SCbwacNISAJdRp1/xJTWcWmhZ7l3mmZXPp3zUryf0DGVfeLxOLbXb8/2aaRNm5I2Gf1bdPbZZ+Ptt9/G/Pnzcc455wBIhZ6PHz/eOK64uBjz5s3DqFGjUFpamly+adMmnHDCCXj00Udx3nnn4cgjj0yuO+WUUzBx4kTMmjULV111Fe69917s2LEDZ599NhoaGvCXv/wFXbt2zcjzWrduHVq1aoXly5cnnU9r167FsGHD8Pjjj+P6669Hnz59MGDAAMyaNQuvv/46qqurmWUVgJwXpurr67Fq1Sps2rQJ3333Hdq1a4fOnTujf//+KCkpyfbpEUIIIaQFiZscU9JG7kWy40F1MOm3a9yXV8aUXSmf6piSTzVcAop2gm75FHVjqS+RjBKskk++f+z+VxS0vXUptaunfSlfXHPfYle+3GJ7/XYc9sRh2T6NtHnnzHfQtrRtxvZ32mmn4bLLLsPjjz+eFKYef/xxdOvWDUcffTQ2bdqkHVdcXIxx48a5lnfu3Bk333wzjj32WDz77LOSMAUA9957L958803MmDEDI0eOxJNPPok1a9bgwgsv9Czj8xLjFixYgDFjxriWT58+XSrH6927N84++2xMnz4db731Fvr06WPcJ7EnJ4WpTZs2YdasWVi4cCGWLl0q1W8mKC8vxw9/+EOMHDkSEyZMQOfOnbNwpoQQQghpUWzCzzXTxLhmYpkg4lUGGFSYgnc2jO68CCHNjM5xaSH0aB2XXk0TpGM2oSufppRPFLrZlY/kCh06dMAJJ5yA559/Hhs3bsRXX32FVatW4YorrkBRUZHv+I8++givvPIK1q1bh507dzY60bY3OtFWr17t2r5NmzZ47LHHcMQRR+C0007Dtm3b0L9/f9xxxx2exxFL7FR69uzpWlZSUoIf//jHruX9+vUDAGzYsMHzeMSenBKmVq9ejd///vdYsGAB6urqADTWZA4bNgx77LEH2rZti++++w5btmzBypUr8cYbb+CNN97Ab3/7W4wbNw7Tpk3Dvvvum+VnQQghhJBmQ1eKA/iW40ilOEoljeM1wbTNmFIPKk1k2ZWvWWmKTYsUFFrhyaKUT1yhqwD0vNxUx5RaymcZfq4r5aOwTXKJs88+G8888wyefPJJrF27NrnMi7q6OkycOBFPPPGEcZuEQKUyfPhwXHbZZbjrrrvgOA4ef/xxY5ZVgnRL7Pbcc0+tsJbI0dIZaEgwckaY+uUvf4k///nPiEaj+MlPfoKzzjoLP/7xj9G7d2/jmM8//xyLFi3C7NmzMWfOHMybNw8///nPMX369Iyc0/vvv49XX30VS5cuxXvvvYevv/4aZWVlqKmpSWs/W7duxYsvvogXXngBH330EdatW4dIJIL99tsPZ511Fi6++GJtWeLEiRPx6KOPGvf7wAMP4MILL0z7eRFCCCF5i6kURxR7NPM8z4ypSBqOKRiEKXbla6QJE2W9vBSy14dkF53j0qKkL6a579iX8vl05fMYLTs9NeHnFKayTpuSNnjnzHeyfRpp06akTcb3OWrUKLRv3x5//etf8fXXX+P73/8+hg4d6jnmzjvvxBNPPIH9998ft912G4YOHYoOHTqgpKQEn332Gfr372+8zqurq/HCCy8AaHwvvP/++xg2bFhGnxMzIVuOnBGm/vKXv+Ciiy7CVVddhb322stqzD777IN99tkH559/Pv773//i1ltvxcMPP5wxYeqGG27As88+2+T93H777bjxxhsRiUQwZMgQjB49Gps2bcI777yDpUuXYu7cuXj55ZeNCu+IESPQrVs31/L+/fs3+dwIIYSQvCJw+Lk5Y0oOP1edT8HCz9mVryXhi0gs8SnlMwmrfuHnLdGVLyFIsZQvt3AcJ6NZTflMWVkZTjnlFDz88MMAgMsuu8x3zIIFCwAgKU6JfP75555jr7jiCqxevRpjx47FK6+8gsmTJ+MnP/kJ+vbtG/AZkGySM8LU559/rhVfbOnevTvuueceXHPNNRk7p+HDh2Pw4ME46KCDcNBBBwU+v9atW+Paa6/FxRdfjO7duyeXr169Gscccwzefvtt/OEPf8BNN92kHX/11Vdra1sJIYSQQsMYfu54iz3ixDGizAu9w8/Zla+lyKj7g04SokNz/7ApyZPvH+6sp/S68tmHn0tNFDTh5+zKR3KNc845BwsWLIDjOJ7d+BJs2bIFAPC9733PtW7OnDnGcc8++yweeugh9O3bF4899hgef/xx/PznP8f48eOxePFiFBdnR+ZIdBZsaGjI2jnkK2q/0qzRFFGqOfYDAFOmTMH111+PUaNGNanl5NVXX40bb7xREqUAoG/fvrjlllsAwLOulhBCCCG7MTimHJ/Zpc7xkBrrUZLjFX4Os9NCN6HUURClak14itSXSHORfFtalfLpuvKl1nu+j1XHlOugaZby5c70jRAXRxxxBKqqqrBp0yb06tXLd/tEiPiDDz4oLZ87dy7++te/asds3LgRF1xwAYqLi/HYY4+hVatW+NnPfoYTTzwR//znPzF16tQmP4+gJCq/Vq1albVzyFco42WZwYMHAwC+/vrrLJ8JIYQQkgdIJXnCcp95nm5imUCaYPqGn5scU2ZhqqAyprIB1Stii655go/b0jRM6srnZVxSu/IBjfeOeNS9c3WorpSPjikSIq666ir87W9/w9VXX42nn34a/fr1w+rVq/Gvf/0Lv/rVr3D77bdL28fjcZx77rmoqqrCtGnT8MMf/jC57uGHH8YBBxyAW265BccffzwOO+ww1/EmTpxoPJeePXti2rRpTXo+J554It544w0cffTR+MlPfoLKykp06tQpaUYhZnJemPr222+xceNGxGIxdO3aFZ07d872KWWURO2sl9Nr/vz5mDdvHqLRKHr37o3Ro0djwIABLXWKhBBCSO5gmsP5tHz3DD+XJnrq8WyFKaWUT5xQejgcQhde3BR3VObOIuN7I+FAertpnFKm96Pc1dNdymd90MQ9w3FSl6jHPUDnvBSFbgpTJN858sgj8fbbb+M3v/kNPvzwQ3z22Wc44IADMG/ePAwdOtQlTE2fPh1/+9vfMHz4cFx77bXSus6dO+ORRx7ByJEjcfbZZ2PZsmVo21bO//JqLDZ48OAmC1OXXXYZtmzZgieeeALz5s1DfX09evXqRWHKgpwVpsaOHYvFixejqqpKWr7XXnvhmGOOwfjx43HMMcdk6ewyxz333AMAOOmkk4zbqGHuU6ZMwUUXXYR77rnHunZ14MCB2uVr1qxBnz59LM+WEEIIyTJa6wJ8HVNxk9MKsmMqpipTLmEq/a58aimfXDpYCAJKEzr1WQ0thNeQZARt+LlhvYBvKZ9n+LlGmLIt5YN4XF22Fa99kj3Suf66detm3P6QQw7B3//+d6tjXHbZZZ6h6ieccIL2OEHeK15jJk6cqHVfFRcX44YbbsANN9yQ9vEKnZwtUn722WexadMmRCIRtG/fHm3btkU8Hsd///tfPProoxgxYgQOP/xw37T+XObBBx/Ea6+9hvbt2+Pqq692rR8yZAgefPBBfPbZZ9i5cyc+//xz3HfffWjfvj3uv/9+/PrXv87CWRNCCCHZQ/qcKMU9eXfWss2YSs8x5Ri3k4Qpj658nFim4EtBmh3dRWbRjEC67WhDyL0GazKmPMqApaGaJgrScdmVjxASEnLWMTV37lwMHToUPXv2RCTSeCPetWsXli1bhpdffhl//etfsXjxYhx55JFYunRpMmgsX3jjjTcwadIkOI6DRx55RHv+kyZNkn7u3bs3Lr74Yhx55JEYNmwYpk+fjsmTJ2u7GKisWLFCu9zkpCKEEEJyEoNjyvExIEhdtZSv5eSIGZcypWxsJ0zpsmFSw9iVr9mhykV0GAyXqfX660ZyTCWFKXG3nsqUcFChlC+5Or2ufOL9hMI2ISQs5Kxjaty4cdh7772TohQAVFRU4JBDDsF1112Hzz77DFdffTW+/vpr/P73v8/imabPxx9/jDFjxqCurg733HMPxo4dm9b4/fffHyeeeCKi0Shee+21ZjpLQgghJAcxTSx9AoxtM6Zc8zzbUj7loDqnQ8HSpNwpi8GcnBNbNMK2n6jdOMxdChzxNmkKK0XHVHqlfKIjSteVj44pQkhYyNtPSkVFRbjppptw8MEHY+HChdk+HWvWrFmDESNGYOvWrZg6dSp++ctfBtpP3759AQAbNmzI5OkRQgghuY1NxhTcTgKd4yGBlDHl1ZVPFZiCZkyFuStfE0Qiuj9Ic6MNP7cp5ZOEbXUHaZTyiV35tCeljhWP6y7l43uGEBIW8laYStCxY0fs2LEj26dhxddff41jjz0WGzduxKRJk3DdddcF3teWLVsAAK1bt87U6RFCCCE5j3Eepk4uVX1JE16cwLsrny64WPMzu/JlEd1ryNeV+KARpEzvR53jUh6eZvi5bSmf4IhK3EfkbCs6pggh4SBnM6ZUPvroI9xyyy3o168fOnfujGg0infffRcvvvgifvKTn2T79HzZsmULRowYgbVr1+Lcc8/FXXfdFXhftbW1SZfYsGHDMnWKhBBCSO6j66oFuNWmeFxaKIcXK9vaOqZcBzHX8rArX/po5SW+PCSTSCKR8i+QZlc+jxJg6ZhNKOWTxu4+riB08/5BCAkLeSNM7dixA3PmzAGQ+kC3//7744wzzsDNN9+czVNLMmPGDMyYMQNjx46Vzmnnzp044YQTsHz5cpx22ml46KGHfINPV61ahZUrV2LUqFEoKipKLt+0aRN+/vOf46uvvsLgwYNx6KGHNtvzIYQQQnIO3cQSGvODMl+LCZYHr4wpd/a5rWPKLEy5ws/DXMpHSC6je7ulWcqXDD8X1rsEbWlwsK58qnsrcR9h+DkhJIzkjTB1+OGHY8OGDXjnnXfwwgsvYN68edi5cydOO+009OrVq1mOuXDhQtxwww3Ssrq6OhxyyCHJn3/3u99h5MiRAICqqiqsWrXKlfv0m9/8BkuWLEFRURGKi4tx/vnna483a9as5OMNGzZgzJgx6NixIwYMGIDu3bvjm2++wfvvv4/t27ejR48emDNnDjv7EEIIKSxsws+V7QC5FKclMqa8ws8dl/OKNAnd5JwTdqJD0pkTIpG43l8kiuiq8awPqjumvhxPFa1ZypcdpNc7FpMacxESdmIxs/s70+SNMAUAXbt2xbhx4zBu3DjcfffduPLKK3HKKadg7ty5GDNmTMaPt2nTJrz33nvSsng8Li3btGmT734SeVDRaBSzZ882bicKU/369cPll1+OJUuWYM2aNVi6dCnKysrQr18/jB49GpMmTUKHDh3SfEaEEEJInqNPIdaGn5scDWopn3fGVMDwc003LS1h00+aohGF7bUguYfBcZlarx8mCduJ7njNXMqnik4ppxaFqZbEcRyUlpairq4O1dXVaNeuXbZPiZAWo7q6GgBQWlpauMLUgQceiHvvvddYqta2bVs89NBDWLFiBaZNm9YswtTEiRMxceJE6+2nTp2KqVOnupbPmjVLEp1s2GuvvZqUQ0UIIYSEEW1XLe2G5nFqKZ9Ieo4pc4AxM6ZaEr6GxA6dgGQz2ZKaGWg2N5byuZanUcqnXNcpQYyOnZamTZs22Lx5M/73v/8BACorK+mcIqEmFouhuro6ec23adOm2Y+Zs8LUBx98gCOOOALHHnssrrzyShx77LHa7dq3b4833nijhc+OEEIIIVnBpEy5SvnUzKe4cVPZ+ZAZYcqrK5+UMcWSsySZfSX4uhIdPmV1Lsuke3HSuWSTX66+v7Vd+dLLmGIpX8vTsWNHVFdXo6amBl9//XW2T4eQFqW8vBwdO3Zs9uPkrDD1zjvv4MILL8Qrr7yCV199FXvuuSeOOeYYDB06FD169EAsFsM//vEPvPzyy82WMUUIIYSQHMYr/FxB7sqnZEx5mRc0XbFSP4uCkzzQK2NKauZXCAJKE54idTuSUbyabMJ8qeqEbUnQNh1PFY4yUMonCt0xUJhqCYqKitCzZ09s3rwZ27dvR11dXbZPiZBmp7S0FG3atEHHjh2lZmzNRc4KU8OHD8dHH32Exx57DLfccgs+/fRT/PWvf8X/+3//L7lN4kPfpZdemq3TJIQQQkhLYgoxV+trYsEcU27DhG1XvjRK+ULcla8pDrDAY6leEVuk+0DCMWWRYq4pBRaHmUv5VGGq6aV8jpfDkzQbRUVF6NKlC7p06YJ4PM7XnoQax3FavMlazgpTQOML8tOf/hQ//elP8d577+Hll1/GRx99hK+++gr19fXo2bMnxo8fj9NPPz3bp0oIIYSQlkBOIdY/hnuu55UxJZfGZKYrnyhMsSsfITmIo/wLGEUiSdhO/msTfm5TymfoymdRykdxJDtkY9JOSNjJaWFK5OCDD8bBBx+c7dMghBBCSBaRI6bslamYIGip5ipT9z7XftIQpkS3g5cQVRgTyya4qIKOLYjXlaSN8f7hM0wjbEcko5WtY6oJpXyJ8HOW8hFCQgjbCRBCCCEkfzC1e1fnmMpcL+bhmJImmJ4ZU+rHJvNAT8cUv2nXQimJNDc6IdgmxFxXCiyX8pkOqApHTSjlSwpiqbGFIWwTQgqBnBGmVq5cmVP7IYQQQkgOYmzK5y32xEyCFtQQ46ClfPbh52HOmCIkp5G6IOz+16JDnq4rn9LFwHC84KV8qmMqWconHJdd+QghYSFnhKn9998f48ePx/LlywON/+ijj3DGGWfggAMOyPCZEUIIISRn0IUXAxrHlJdQpDqmhImeOs+Le7Txsg0/V8bJ2TQhE6Z0T8fyKepeCquXR7tRyF5XkhkkgTrhXrIamHyUcFgGK+XTBlvphyrXtTb8nNc5ISQk5Iww9bvf/Q7PP/88Bg8ejKFDh+KOO+7Av/71L9TX12u3r62txZIlS3DzzTfjgAMOwLBhw/Diiy/i97//fQufOSGEEEKyglTKJ88uXVFRwmNXxpRXd62AGVNi9ovLzWUzoSWEZB6dcdLfMKUtBZabJpiOl7mufAnHlOjApGOKEBIWcib8/LrrrsNFF12EG2+8EX/961/x61//Go7joKSkBHvvvTc6dOiANm3aYNu2bfj222+xbt06NDQ0IB6Po127dpg0aRKuueYadO7cOdtPhRBCCCHNhDH83McxFfNwTHlW8niW8hm2g30pH8kEFPdIALQleRZd+TRGK7Pz0VTKJ25iV8rHjClCSJjJGWEKALp06YJ77rkHt9xyC+bMmYMXXngB77zzDj777DPXtt26dcMRRxyBkSNH4rTTTkN5eXkWzpgQQgghLUoGws9VB5N9xpRHKZ8yLm4qOXSdJieWCXSvReBXhxN2oiEe09w/LHTiuOb+Id83LAYaD2oZfq45UXblI4SEhZwSphJUVFRgwoQJmDBhAgBg06ZN+Oabb/Ddd9+hXbt26NKlC51RhBBCSCFicEy5xB+XMOXOiEn97FGSYx1+bi7li8Aj/JwCCiEth655Qppd+RL3D4vMdE0pX0T+12Owem/QlfLx/kEICQs5KUypdO7cmUIUIYQQQiTlyGVEcpCaWLrCz4XN0sqYCihMCT+7Svl8OgjmNU2YKAceysk5CUIiK8qilM+jqaewTVwjkGeuK1/SqSUI3XRcEkLCQs6EnxNCCCGE+KJzPCR/Fp1I8qpYTHQ8eHTlczmmvBQtszDlVcpXcI6pJjxHl1DYAsckIUaTFWXjmBIFoMT9IqJYL/XNIZvQlc9QyieHrrOUjxASDvLCMaXjb3/7G958803E43EceOCBGDlyJHOmCCGEkNDjJRSJmymOKeGxd/i5S5kSNlS/zzM7LSTHlFrKV2jt3pvwFIPrSwXwupL00V0WNl35BP0n2ZVP3SYeR8Qv7E5bymc4VUMpH4UpQkgYyUvH1NSpU3HCCSfg6aefxvPPP48zzzwT++67L15++eVsnxohhBBCmpG4p2NK3FBepeuqlSDi4bSyL+VThTBzVz7TdoWOyTcSaCQdU0SH1gHp716KaWr5fGLtdi80ZUxZlPIpweYJx5QqdBNCSBjIyzvbgw8+iD/+8Y9YvXo1li9fjqqqKpx//vk46aST8N5772X79AghhBDSXHiU1jkeacTij+5SvtTj5siYCnWmlAVNKVd0lVZaH5ROEuJGuhQTb1+rUj5hmJP4N0ApXxqJ66aMKTqmCCFhJC9L+aqrq3Hqqacmf27bti2uv/56lJeXY9KkSViyZEkWz44QQgghzYZHJZ+tY0rtyud4ZkxlQJhSrF2hzpjSTs6Dj7V6efSKgOVBSUGhs1zaCFPS/cNcyud9PKTVlQ+SmB7RPqYwRQgJC3npmDr00EPx7rvvupafeeaZWLZsWRbOiBBCCCEtgjSvNLfXc4WfayaWqZ+F3Xs6pjza+anh5x6lfAXnoGqCRhQ8/JwTduJD0rzk/36M6QRxm7exKfw8zVI+sXwv1MI2IaRgyUth6ogjjsBll12GN954Q1r+6aefomfPnlk6K0IIIYQ0N3FN1othQ+nHmMYokfpRdEx5CFOugR7ClG1XvoJw9gR/joHn3ZywEx2SwJQojRPXG5LONKXAgUr50sq1EkVx8fip6Vth3D8IIYVAXpby3XjjjaitrcVRRx2FH/7whxg2bBhisRhefPFF/OUvf8n26RFCCCGkufAMP3f028EnY8qrqkYSwjxK+aAKYYLbQXVMhdnx0ISqOt0k2+710ZVQ2TumVn27Ch0rOqJTRSfrMSRPifkI26aufJrr0KqUz9TV06KUT3Jdio4pZkwRQkJIXgpT27dvx4oVK/DBBx8k/1u2bBl27tyJM844A0OGDMEPfvADDBkyBGeeeWa2T5cQQgghmcIr/DwiTANd4ectnDFlKMNpHCcMKwTHQxOeYhO8VlZbzVw+E3e+fyfalLbBghMXoGtl18BHJLmPdFVozEumq0YOP3eHkBvHmoRtyTClF5fke5aQMQU6pggh4SMvhani4mIMHjwYgwcPxrnnngsAiMViWLlyZVKoWrp0KR566CEKU4QQQkiYyEj4uZoxZVnK5yVMxaLyMMtSvvBhKoWK+2Zr6YwjVhlT2tBpOyfJoq8WAQC2123Hv/73L4zcZ6TVOJKn6JQpj26eqcVuYVsVuLXuPmMpcHqlfOJ7h44pQkgYyUthCgCqqqrwv//9D7169ULr1q0RiUSw3377Yb/99sPZZ5+d7dMjhBBCSHPg4ZiSws8V65McXiyPKxJ+jKqWKc9SviJhO3NXPrWUT959gTge4rALi1ZwOdisj2c3Ya+P1qcex+o9tiShwC+jzlTKF3MLzarArL1WjY4p/1I+U2dPClOEkDCSl8LUHXfcgauvvhqxWAyO42DffffFsGHDMGzYMBx44IE48sgjs32KhBBCCGkGdN3ek0TMzgfReeMaJoxzC1MeXfkigjClOKY8M6ZEAa1QSnGCNtcL3JXPblw0nvq9RZXfIQkhAbvryaV8hnF+4eeSMOXflU+EpXyEkLCTl135br75ZkyZMgWrV6/GSy+9hPPOOw/RaBR/+tOfcNRRR2X79AghhBDSXGj7tid+dPTbQXY8FCk1OMUR0YGgClOCWCE6pNSf40opH0QhrHBK+Yx6kIVQ5Gc4SWukpTAlCojROIWp0KNxXDoWpXw6x6WrlM8vhF+6X6VZyidsL3XlKxTHJSEk9OSlMBWJRHD++edjn332wbHHHourrroKTz75JFatWoWtW7dm7Djvv/8+brnlFowbNw7du3eH4zgoLy8PvL+tW7fi8ssvR69evVBWVoZevXph0qRJnucci8Vw991344ADDkBFRQU6d+6MU089FZ988kng8yCEEELyFtH5pM4MhZo8tZQvKvyoClPizw2qY0p00UQUYcrSMeWVMcWJpTfBHSGWwpQQUt8Qawh4LJIveDouAeNlE9c4LtX3tb7stAmlfDDfQ1LHZCkfISQc5GUp3xlnnIHXX38dvXv3dq1r3bp1xo5zww034Nlnn83IvjZv3ozhw4dj9erV2GeffTBmzBisWLEC9957L1588UUsWbIEHTt2lMbE43GcfvrpmDt3Ltq3b4+RI0eiqqoK8+bNw8KFC7Fo0SIcfPDBGTk/QgghJB+Q5mER1TEl/KDM17wcU1L4uauUz1aYkkUNU6v3xvMsxFI+C8eUZpuYzby7CeHnsRgdUwVL4n3ob16SLrFkVz7XNn6OKVMpn+mg4jEj2scFc/8ghISevHRM3XTTTZgzZw6ee+65Zj3O8OHD8fvf/x7PP/88Nm7c2KR9XXHFFVi9ejXGjRuHVatW4amnnsLy5cvxy1/+Ev/5z38wefJk15iZM2di7ty56Nu3L1auXIm5c+fi9ddfx9NPP41du3Zh/PjxaGjgt3uEEEIKCKmmRlkXMTuRGgQBokgNP/fKmBIFJ89SPlkI8erKV4gEjopq5gOKYhQdUwWALvzcsSmrE4Tm3bMntbun3jCVoa58LOUjhIScvBSmXnzxRbz33nsYO3YsunfvjlNOOQU333wzXnnlFWzevDljx5kyZQquv/56jBo1Cl27dg28n40bN+Lxxx9HSUkJ7r//fhQXp4xqt912Gzp37ozHH38c//vf/6Rxd9xxBwDg1ltvlY5/8skn48QTT8SaNWsy5ugihBBC8gKxO5ZayueRMRUV5ocRj1K+qDrREy07AUv5PLvyFYrjIeDTdGV+WR/P0jHFjKnCwqeUz3S5yXp4IptK3cYn60wcIJXy6a9VUykfu/IRQsJIXgpTV1xxBY455hgsWLAAV199NVq3bo3Zs2dj5MiR6NKlS7ZPz8VLL72EWCyGI4880iVwlZWVYfTo0YhGo3jppZeSy9euXYtPPvkEFRUVGDlypGufp5xyCgDg+eefb96TJ4QQQnKIuFxTI62ThCo1/FwYV6RMKEUHlbsrn0f4eURIRFDcNp5d+cKcMWV8Oi0cfm6phNExVWDonIw2pXxiMwOTATJwVz79QcV7g6krX0ytWSaEkDwlLzOmtm/fjj/+8Y+ujKldu3bho48+ys5JebBs2TIAwNChQ7Xrhw4dikceeSS5nThm//33R0lJiXaMuB0hhBBSEMTMwhQ8TAhiqHlRkSwUWZfyqY4pyfWQRle+gsyYCjiMjimSSXSXk5VIlHocSXblswg/b4JjynQPke4fYRO2CSEFS14KU8cffzw+/vhjlzBVUVGB4cOHZ+mszHz55ZcAgB49emjXJ5Yntgs6xouBAwdql69ZswZ9+vSx2gchhBCSdUzd1wFZqFImbFL4uTJQLO1zleNkoCufl2MqfLqUf5CzcaRmG32nM4uBlsKUKEZFYxSmwo7clW93SV7E//0o3j8Stw+1iYKrDFjdobErn/66M3X2FB1TBSNsE0JCT16W8h111FH4/e9/j08//TTbp2LFjh07AACtWrXSrq+srJS2CzqGEEIICTNxVaUoMjuR3BlTYlc+eTfFXo4pr1I+j/BzT2GqIB1TwZ5n4NfH8nji76khzlK+0KMNPxdWG5RQcWnKMSVv4+ro2bhD4XjCfSBivnekTlVfyseMKUJIGMlLx9Sll16KaDSKQYMG4fDDD8dhhx2GYcOGYdiwYejZs2e2T89F4g+LqSuPzobrNyZdVqxYoV1uclIRQgghOYcy8XP9jRS78nkKU7JQFJEyptRjio4p5WOTR8aUV1c+tbSvEAhacWTlmNIeMP1SPmZMFQC68HMPp2WCWNztmHIcBxEndY26RG3A3JVPFKkMTj1RlBVdUqrQHY/H2fmTEJL35KUwtX37dixbtgwffPABPvjgA7z00ku4/fbbUVdXh44dO2LTpk3ZPkWJNm3aAACqq6u163fu3AkAaN26tfWYxHJxDCGEEBJq1EmjR8aUmgksltmojik5Y0oZGLSUT+yo5SFEhc4xZXo6QR1TVuMyE37OUr7CIiHmSJqOQc/UdeUDGkXthGjl35VPLOXzd0yZSvnU+0ksHkOR6uYkhJA8Iy+FqfLychx88ME4+OCDk8saGhrw8ccf52T4ecLFtX79eu36xHLR7RVkDCGEEBJmXPM3tSufR4ix6GZQQ4slYUqdW1qX8inh54YyHJWCCS9u3oq8wANjMYafFxS6Uj7RaWm6bqT3c2pxRLBM6YUpi1I+C8eUKfxc3Y4QQvKVvMmYOuCAA7Bt2zYAwN/+9jd888030vri4mIMHToU5513XjZOz5PBgwcDAD744APt+sTyQYMGucYsX74c9fX1VmMIIYSQUOMq5VPWe5TyiZPG4oi5K58rJ8arK5/H5JJd+dLDJAhYvT5+ThUPRDGKpXzhRw4/T/xrzqbTLRY3L/IqAwYUYUos5TOL2qlj6nPqdKV8hBCS7+SNMHXmmWcmP8iNHj0ae+65J3r06IETTzwRU6dOxXPPPWd0F2Wb4447DpFIBG+99ZZLUKutrcXzzz+PSCSC448/Prm8d+/e+P73v49du3Zh4cKFrn3OnTsXADBq1KjmPXlCCCEkR3AFE7tK+cyOqQbBCuUq5ZMmly3cla9QCDh5Visr7Y+XfsYUHVMFQNytMDlpZkyJjssir8YJjTt0Ha9xJxYZU4acOvV+wuuWEBIG8kaYuvbaa5O5S9u3b8fixYvxm9/8Bl27dsXzzz+P0047DT179kSXLl2ydo4zZszAgAEDcM0110jL99xzT5x55pmoq6vDxRdfjIaG1DdyV111FTZt2oSzzjoL3bp1k8ZNnjw5uY0oaM2fPx/PPfccevfujTFjxjTfEyKEEEJyCZ+MKWmCGTU7ptRSvogwrsHVlU90PNiX8tkKUwXjdghaytfMB2TGVIGhdUwJqw16pjRMEolSy9Mq5bNwTJlcl2qeFDvzEULCADOmPFi4cCFuuOEGaVldXR0OOeSQ5M+/+93vMHLkSABAVVUVVq1ahQ0bNrj2dffdd2PJkiWYN28eBgwYgAMPPBArVqzA8uXL0adPH9x1112uMeeddx5efPFFLFiwAAMGDMDRRx+NqqoqvPHGGygvL8djjz2GkpKSjD1fQgghJKdRS/lUx5SH8UF0MxQXKRlTXpNLqZRP7crnUcrn1ZUvzB20/CN60lqvnezbHJRd+YgOXS1fxKaUz92VD7BwTNl05bMIPxfF7SLFudkQ53VLCMl/8lKY0pHImBo6dGjG9rlp0ya899570rJ4PC4ts+0A2KlTJ/zzn//Eddddh2eeeQYLFixA165dcemll+L666/HHnvs4RoTiUTw9NNP45577sEjjzyCF154AZWVlRg7diymTZuGgQMHNu0JEkIIIXmEa/6mCjweE0zP8HOhti+9Uj7hY5TqmBLae0U8DOqhy5gyCknez9MkQFk5yvycKh5IGVOc4IcfTWWdXMrnPy5iEqbS6conidr6a1UStwVRq9iRp290+hFCwkBeCFP//Oc/sXbtWu26H/zgB+jXr1+zHHfixImYOHGi9fZTp07F1KlTjes7dOiAe++9F/fee6/1PouKijB58uRkWR8hhBBSsLgypuQfvbJixEljUUR1TAnh5+rkUurK5zqgcG6yqGFdyhcyYcqoI/noRAajil00lU6EshiolkBxgl8AyDV5u/8V16eXMSU+1oqoJmEq3VI+KddKFsiZMUUICQM5I0zF43EMGTIEa9euxeuvv44hQ4Yk191///3461//qh23//7746OPPgq3LZ4QQgghSmssTUmcR1c+0QlVpDqmhPliQ1R1TFmW8gGNzofdocZepXxyyWG4hKnAIedGQcDmmDphyt8xpU7oOcEPP9L7TdOVz9VgYTcxzTBAFqbS6srnUQacOqahlE/JmGIJKiEkDOSMMLVw4UJ8/PHHuOyyyyRRKkE8HseECROkZZ999hmWLFmCl156CSeccEJLnSohhBBCsoA0qVTzpaBU9imTREmYUsZKk0tXxpSwI1WIUsPQ41EkbFzipFLtwhdmx5S5FMr7eZpWW70+WhEqfccUS/kKjMTb0KIrn9zML2hXvoj+sckxZSjlozBFCAkjOSNMzZ8/H47jGEvWHMfBzJkzpWXr1q1Dnz598PTTT1OYIoQQQsKOZFvQOKVtHVOKMCWGocdcXfnEUj6PjCmg0flQ1NiURBRUvEr5wqZLeShMnmTFMaU4VVjKVwDE3fcQL0E7udhUyhfRb5M6nqErn4VjynQPcRwHRU5R0uFHpx8hJAyY0zhbmPfeew8DBw5Ez549rcf06tULQ4YMwdKlS5vxzAghhBCSC8hzPG9hShVIpIllWo6pdEr5UtvG4x7CVJjjB4xZUT6OKeOKgI4pi3GqG4sT/AJA05RPdV/qyvnk0tzU8iLHxzFl7MrnnzEluS6Ve0axcC+ioEoICQM5I0x99dVX6Nu3r3ZdPB43fqDp0aMH1q9f35ynRgghhJBcQJz4aT7BOB5d+RqEn4vV8HOvchypK59H+DkgTTC9SvmkISGzTAVsytdEx5RP6LQBVYhiSVQBoCvJU0VuzbUjLhE3jwTtyieV8hmufZjvIWI5H0tQCSFhIGeEqdraWpSXl2vXzZo1CzFDK9WKigrU1tY256kRQgghJBcQXQs6x5RomPLImIqo4edergfPUj7VMSUIUyjMrnxBw89NlXdW4fBBM6Zi7MpXcGjCz10ORs2lYyrlkzp6+jmm0gw/F89DvYeInfl43RJCwkDOCFMdO3bE119/nfa4r7/+Gh06dGiGMyKEEEJILiGV2PiV8imTxJhHxpS9Y0ot5dNkTCXO1asrn0D4uvKZlns/z1zoykfnSfjRXmaqLqW56KRFYimfX/i5SZhqaimfI5TysQSVEBICckaYOuCAA7B06VJUV1dbj9mxYweWLl2K/fffvxnPjBBCCCE5gU/4uTR5U2agYpmNVymfSyCRhCmbrnyJ/Xg4ppwCdEwFLOWzenUClvKpXfnoPCkw0inlkzRxR/tYL6IaSvmk1HSDMOVVyifci1iCSggJAzkjTI0aNQq7du3CzTffbD3mpptuQm1tLUaPHt2MZ0YIIYSQnMDQ4CqJZVc+V/i58HNDc5TywaMrX9gwhp97DzM5owKX8gVwTNF5UgBI4vbuf9S3o+bSER2X4uZpdeVLM/zcq4GCmDHF65YQEgZyRpi64IILsOeee+KWW27Bbbfd5rv9H//4R/zxj39E165d8bOf/awFzpAQQggh2aQppXyiMFXk6nDlkRMjdeWzd0x5lfJJGVMhK+UzPh+/rnzGUr7mE6ZUxxSdJwWAKDBF9I4pXSmfyXHp25XPVApskTEluilVMZtd+QghYaPYf5OWoaKiAnPnzsXRRx+Nq6++Gg888ABOOeUUDBkyBJ06dYLjOKiqqsIHH3yAuXPnYt26dSgtLcXcuXNRUVGR7dMnhBBCSHMT9xamJFOBsGk8Hpd0KlfGlDi5TKeULxJBowti9xhB2PDKhwk1AbvyBYym2r1RsPBzduUrPOK6e4hFKZ+cUZe60US8yoAB8/1DckzpRVSvewi78hFCwkbOCFMAMHz4cCxevBhnn302PvnkE9xxxx3a7eLxOL7//e/j//2//4ehQ4e28FkSQgghJCvEzC6k3QuTD0XXg+pkUIUpaXKpzhGl8GJFmAIaJ5sJQUMYLJXhqKV8oc6YCjasSeHnuoMGcEyxJKoA0DimXPcSzaXTIAlTqeW+jqm4wTElquiGa1V0Qolh543nwK58hJBwkVPCFAD84Ac/wPLly/Hiiy/ipZdewrJly1BVVYV4PI5OnTph8ODBOP7443HCCScU1jeQhBBCSIETtJRPdUF5deVrUJUpr658wG6xarcwJZbyCWKJK/w8xKV85vBzv658hmE2Spe2lC99xxQn+OFHG/mk3ko01454DxGF7IhfVz7RhSeFn/uX8onXZ7Fy72HGFCEkbOScMJXghBNOwAknnJDt0yCEEEJIruATfu4YhClVa4qoZTHS5FI9pkfGVGJZYl4Y03flc32RJjYPLBTHlF/4uUGZClzKZ+OYUi4MlkQVADpxW82Y8inlM2VM+ZfymRxTemFJLC0tUu49zJgihISNnAk/J4QQQgjxRJz46VzTEf2mqguq2CNjyjW5lLryaT42iZNNQ8aUp2MqZMKUyQHm5wwzG60COqYsYFe+AkQXfm7RlU8s5ROFbU9RGzBnTKXpmCpSyojFn+vj9drxhBCST1CYIoQQQkheIJXyFXlnTHk6pjxK+VzlOL6lfHrng1dHLUe2TIWLoI6ppmRMZagrH50n4UcXfu44jixOaS46Ofw8tbF8y/HJmHJM4ef+jilXKR8zpgghIYPCFCGEEELyA5/wc7GUL55GxlTEK8DYqyufukxQwDwdU2HOyAyYmWUSpuxK+XSCgP9AVZhiV74CQPyVi/cB8d6huXYaTKV8QbvyGe4bIl6OKTEMnU4/QkgYoDBFCCGEkLxAmvelEX7uV8pXXOQhTJkcD8ljFmu3lbry6UoAE9uFzTJldEwFCz83CVbyvoM5ptQJPTOmCgBJ3BaWG9yWqUX68HPfrnymjLomOqaYMUUICRsUpgghhBCSH0TFMhz3ammiKWzqF34uOaZUIcSqK19iW33GlOqQKsSMKf+nGSybqnEjlvIRf+KqcCSW5In3E80lFzU4pny78sVtws/Td0yJP1NQJYSEAQpThBArGjbvwubZn+K7l79APGo/kdpVF8XU51Zg8pyPsGl7bXoHXfoQ8OR4YP37aZ4tISSUxEW3g7djKp1SPqkcx1XKJzoedOHn+hDjmFAz5JUxZSW85BMZdkxZvTraffuPVB1TccRdYhUJEcpFJnXxdPT3jgTG8HPfrnxiK1GxlE+4l5jCz4XlzJgihIQdzVd/hBDiZvPjn6L+62oAQEm3Vmg1uIvVuL+8/TlmLf4CAFBbH8N944faHfCblcCLv2p8vPoV4Heb0j1lQkjIiOtavYsYSvlUsUkdWuTlmPIr5TOFn3uV8knZ54UhTPnpb+bw85ZzTAGNk/xIEb+3DSXqtWQQpnTXsCn83L8rX2ZK+ZgxRQgJO/zLSwixIiFKAUD10o3W4+79+3+Sjxf+e4P9Adf8PfU4Wmc/jhASXjQdtUQcY8aUPKlU3VZFRaKDSRGyRMeDrpRPXBbTd+WLKB+3VAdVqAhYymfIf7YMP9cJU+k7pgCWRYUZ12ViKuXzcUwVGUr5fLvyGcPPDcJU3K4rH0P7CSFhIOcdU1988QXefPNNbNiwAbW1+jIgx3Hwu9/9roXPjJACJmRf8BNC8gShjNjROaYcfYmcmP1SpCkBVJdF43FEEuKRyfGgWyaW8nllTIW6K1/aKwB4OaZsjhnQMaVRwzjJDzFqKZ/4NvTpyiden5JjStiHb/i5Y3JMGTKmhPtJUcScMUXHFCEkDOSsMFVTU4Of/exnmD17NgDvDAYKU4TkMIHnXyGeuBFCAiF9FNDdIiTXg/DQMKlMDlP849FYHCWJeZ9vKZ++JEcUpry68gGNn3HCIlYFDT83DwtYyhcgYwpgXk+Y8Qo/9+vKZww/982YCu6YEq9PsXQPYMYUISR85KwwNWXKFDz++OPo0qULxo8fjz59+qCysjLbp0UIIYSQbBHzdkxJy4RJYkPUW5hSHVPSBNOvK59hgumVMaWW9sXiMVeGTN5iDD/3HmZyTNmV8ulKqPwdUzrRi6V8IcYjY8oxiNoJoobw84hX4wRAvg6lrnxpZkxFzBlTvGYJIWEgZ4Wpp556Cp06dcJHH32Ebt26Ze08ampqcPPNN+OJJ57Al19+iT322APHHXccpk2bhh49eljtY9asWTj33HN9t3v00UdxzjnnJH+eOHEiHn30UeP2DzzwAC688EKrcyCEEELynXTCz8VtY5JI5B5WrFimGqSMqXS68qW29erKp04yY/EYihAWYSpY+rm5mV/Q8HP/YTqnCd0nIca2K5/mmouaws+9GicAHqV8ooiuF1G9ws/pmCKEhI2cFaZ27NiBESNGZF2UOvroo7F48WLsueeeOOmkk/DFF19g5syZeOGFF/Duu++iT58+vvvZd999MWHCBO267777Ds888wwA4PDDD9duY3od+vfvb/9kCCGEkHzHJ/zcVI5jmlQmd6XoTZLzIW5o965bZtmVT51kNsQbUIIS977zkYx35bM5Zga78jGvJ7S4ft3i/cLgtkxguodEfLvyZaiUTw0/Z8YUISRk5KwwNXDgQPzvf//L6jncdNNNWLx4MYYPH45XXnkFrVu3BgDceeeduPLKK3HeeefhjTfe8N3P4YcfbhSdHnjgATzzzDM47LDDsM8++2i3ufrqq/HjH/848PMgJNNYlVY0lZDkrRBCMoioEWlL+fTbyh213K4nVaySQozTKuVLHdQr/FydZIbK8RDwD4TJGWUSrJTRmkX+whQzpgoMV8ZU6qH0FtWV8pnCz4V9pNWVz6KUT7wW1XuG+DOvWUJIGPBO48wiv/rVr7B06VIsXrw4K8evr6/H9OnTAQD33XdfUpQCgMmTJ2PQoEF488038f777zfpOI899hgA4Kc//WmT9kNIrkJ5iRCSKaRSPm34ub4cRw4/1w1zd+VLDfbpymcRfu4q5VMcU2FyPBh1JB/rk2m1nS4VLPxc55iqj9dbHJDkJcr9wzE4pgKX8qXTlc8gaIuI2VGuUj7h5/oYr1lCSP6Ts46pU089FevXr8dJJ52EX/7ylzjmmGPQvXt3Y9eanj17ZvT4b7/9NrZu3Yo+ffpgyJAhrvWnnHIKPv74Yzz//PMYNmxYoGOsXbsWixcvRmlpKU477bSmnjIhIYOSFiFEIY2MKWMpn+ZzRLGXY8qvK5/oZBAmoWKwtquUTxG4QjWxDOiY0gZHoykZU3RMEZm4VylwGl35igzh53phKkPh58q9R3JMhUjYJoQULjkrTAHAoEGD0KFDB1x//fW4/vrrjds5joOGhsx2pFi2bBkAYOjQodr1ieWJ7YKQcEuNHDkSHTp0MG43f/58zJs3D9FoFL1798bo0aMxYMCAwMclpOnYTzxYkUcIyRjCxFJbymeTMVWk6cpnXcqnE6Yi2m29MqbU1u+hEkPMKeaew4yOKatj6oSpYI4pTvJDjEdXz3S68pkcU9pSPpPjMs2MKVXMZvg5ISRs5Kww9cILL2DcuHFoaGhA586d0atXL1RWVrbY8b/88ksAMHbeSyxPbBeExx9/HIB/GV+ipDDBlClTcNFFF+Gee+5BcXHO/goJIYSQjOLflU/YVtjUzzHlOA4cJzUmaXKIxSBJI+mU8qXRlS9UYohRmPIZ1pSMKTqmiAXSJaHeB6QuecHCz9PLmIrot5GOmVpeEpGbI4jidqjuH4SQgiVnVY3rrrsO8XgcM2fOxDnnnGMs4WsuduzYAQBo1aqVdn1CJEtsly5Lly7FqlWr0KFDB4wcOVK7zZAhQzB8+HAcddRR6NGjBzZu3IiXXnoJv/3tb3H//fejtLQUd911l9XxBg4cqF2+Zs0aq86ChARFnZDZD1TGxeO0XxFS6EgTS816k2NKdC/pBC00ClYNu7dLbq9O+LSlfHrng+jGUR1TESeCiBNJbhMqMcQgJPnpSwGNVrs3ylzGlJjrQ0KGl7AtZkzpSvkM4ecRKWNKd0xDKbAkTAXImBLuO2LJHyGE5Cs5G37+6aef4sgjj8SECRNaXJQCUt/cmY5tlXngQaKM7/TTT0dpaal2m0mTJuEXv/gF+vbti4qKCvTu3RsXX3wx3nzzTZSWlmL69On46quvmnQehOQNLdIKkBCS03iU4gCAU6SfXIr5RWqeVIIiKStm90RRFYy0XfnEjCm7Uj5AnmiGSQwx36r9SvlMjqmAB6RjiqhI9w9lnXhb0FxSxlI+sZLXL/zcWMqnv1bFa9FVyifcP+iYIoSEgZx1THXq1EnqhNfStGnTBgBQXV2tXb9z504ACHSODQ0NeOqppwAE68a3//7748QTT8TcuXPx2muv4dxzz/Uds2LFCu1yk5OKkJwjHkMOa+mEkBbAv5RP75hqiIkikV6YKo44qFW3V50I2owpffi51JVPG7henAw9D5UYYhSKvIeZBSg/q5VBgLLJmNIIApzkhxev8HNJ6A7alU9bytcC4edhun8QQgqWnJ3lnXLKKViyZAm2bduWleMnuvytX79euz6xPEg3wFdeeQXffPMN9tlnHxx66KGBzq9v374AgA0bNgQaT0iTyIZ5yeLbb0JIyPHqqgV5chmP6h1TatB5gmLB+tCQGOsq5dN8bJKEqVR3Pakrn+bjVmgdDwEzpoyOKb9bv1EI8/9DpXvdQ9Uhkch4CduOTymfRVc+vWPKUMqXZvi5mjEVVsclIaRwyVlh6g9/+AP22WcfjBs3DmvXrm3x4w8ePBgA8MEHH2jXJ5YPGjQo7X0nyvjOPvvsgGcHbNmyBUAwxxYhLUnwSlw1Y4rCFCGFjig26Ur5pLoaYdt6sZSvSP/Rp0QoA6xPhMVElQlfkTw5dC2L6h1T2lK+SEgnlgGFosDh50bHlP/fDG1XPrpPwotYyqd+OMlAVz6tY8pUypeuY8qrlI/XLCEkBORsKd+oUaNQVFSERYsWoX///th7773RvXt3rR3ecRz8/e9/z+jxDzvsMLRr1w5r1qzBhx9+iCFDhkjr586dmzzPdNixYweeffZZAMGFqdraWixcuBAAMGzYsED7ICTvoDBFCBGFqSKfjCkhibhBeFyqGQcAJYJgVZ84juqeKdJkQorLhO0l0UOnoYV1YhnUMWXSl3yPZ/rbEMwxFSr3GpGQLhXlPuD4deUzhZ9L2XRpdOWLiOFU/o4pr/BzXrOEkDCQs8LU66+/nnzc0NCA//znP/jPf/6j3bY5wtFLS0tx6aWX4sYbb8Sll16KV155JdmJ784778THH3+Mww8/HAcddFByzIwZMzBjxgyMHTsWN998s3a/8+fPx86dO3HIIYcky/F0rFq1CitXrkwKdAk2bdqEn//85/jqq68wePDgwKWAhOQdFKYIKXhEsQka55MkVgmTxHphXHFE75gqFsYmhaxonbxRROOYEkv5hO2l8HONQT2s7d5Nzic/mcgcfk7HFMkQkmNKWefRlS8Wi0talakrn/ZSFR1TTnqOKfFaLFYaL4j3j1A5LgkhBUvOClPZKN9T+e1vf4vXXnsNixcvRt++fXHEEUdg3bp1eO+999CxY0fMnDlT2r6qqgqrVq3yzH1KlPH5hZ5v2LABY8aMQceOHTFgwAB0794d33zzDd5//31s374dPXr0wJw5c7LSsZCQFkG9tkM0cSOEBMTHMSW5IOKNE0wn4qQcUABKig2lfIJglSz9iwqOKSciuxySxxRL+QwZU36lfGFq927SkXza6wXNPm9K+LlOEOQkP7x4hZ/DI/xcLdEzdeXTOqZipvBzYaDhWhWvRU/HFMVUQkgIyFlhqlevXtk+BZSXl2PRokW4+eabMXv2bDzzzDPo0KEDJkyYgBtuuAHf+9730trfhg0b8I9//AMlJSU4/fTTPbft168fLr/8cixZsgRr1qzB0qVLUVZWhn79+mH06NGYNGkSOnTo0JSnR0hwGH5OCMkCYsaUWooDAI7qoorGgEiR5JgqMYSfS6V8DQnHlCBM6cr41OVRfSmf7kuk8IafB/sDwYwp0uxEzcKU9BZVLjlVcJLCz3278plK+fzDz0XBWnVMhfb+QQgpWHJWmMoVKioqMG3aNEybNs1326lTp2Lq1KnG9XvuuScaGuy+idtrr71w11132Z4mITlLxjx9ASc7hJDwIJbYaB1TymQzHo3DKRG67EEu2RORSvkSLgcxY0pXxgcE7soX2nbvxowp73u4yVDV0hlTdEyFGOEadInFHl35XMKU5Jjy68onhp+LjimLUj6PjCnx/hEqxyUhpGDJGWFKzFFKF8dxrAUfQkieQscUIaRBcCH5ZUwh5bCqEx1Thq58xbrwczFjSteRT11ucExpS/kKzfHgF35udEwF3DEdU0RB+nWrb0lR1FYuC+9SPr+ufML1JN4HLBxTnhlTYRW2CSEFS84IUyYLd3OPJYQ0LxnLQaMwRUjBIzkZNCV57lK+xu1Fx5RJmBK79SVL/6LCl15GYSpgKV9IM6ZUt0lqhfc44zDfUj7jQO9x0E/o6ZgKMR73D7mUzx1+LmIKP9dnTImOKTH8XMyY8i/lc2VMCT/zmiWEhIGcEaZipj7BhJDCxBV+znsEIQWPGH5e7BN+DiC++7OFlDFlKuUTgs2TQlbMImPKVMonduUrJMeUUZfyCT83dfMLHH7u/zdDd050n4QYsZTPI/xcFVcbbEv5tBlThvBzUaSKxxrPTfncI4WfRxh+TggJN/qvDQkhJENkLmOKwhQhhU48Kk7yNKV8EUe+6TQ0ThTrhS+/io2lfKmBydI/sZQvYvguz+SYEuqBCitjKqhjKtPh58EypkIlEhIJT8elR1c+1TEluqSKfB1TYilfkf5x48m5hnqW8jnC/YPXLCEkBFCYIoTkBxSmCCl4xK582vBzQHJNJSai9Q2pcaXGUj7RMaUr5TN15fPPmNIp9KEtxTGGn/sMC1qR14Twc51bP0xllURBFI4cj1I+n4ypYkHEEsdpy1GN4efKfUgnTAmCkyhEAeEtBSaEFC4Upggh6ZONXDcKU4QQC2HKEZxUCSGrQXRMabKpALUrXxrh55pSPrUsTVvKF9aJZUCFyZQxFdwx5f83Q9uVL0y/CyIjasXqW9IxO6bEjDogza584jUWMYSfA9oAdNEx5SrlC2spMCGkYKEwRQjJDyhMEVLwSKU4JmFKzJ6KajKmiv278iVL+aSMKfvwczW7SFvK54SzlM+oIwUs5fNvyhe8lE/blY+T/NBiW8qnZkzFpLw4uZlBel35vEr55OsuHo/LGVPK9qEtBSaEFCwUpgghuYn6AY/CFCGkQeh0ZyjJkyaYu50O9WJXPoNjSi7lSzimBGEqYhKm3KV8quDh15UvVGJIQMeUOfy8ZR1TnOSHGK/wc6krn7xKDD8vUsaJeVNax5R4PZnCz9Xt4L421Yyp0JYCE0IKFgpThJDmJWj6uTqpYOdOQgoeK8eUuDxRyid15TM4poQJZypjyqYrnyBMpVPK54S0lM+An75kKuXzz5gKaNGC3jHFSX54iXtlTHk5pmKiY0oe5+uYkkr5RMeUmjGVpjDFrnyEkJBBYYoQkpuoEwY6pggpeOTwc8NHmCIxYypRypcaZ+7KJ5by7d5eKuUzdeXTOKaU9GS/jKlwOaaCDct8Vz7/vxnaUj5O8sOLVymfRtBO/SjcP5RxsqCtc0wZws/V0uCoLIiq16GrlI9d+QghIYPCFCEkfVoi+5zCFCFEJSqW8vk7ppJd+STHlKmUz8cx1ZRSPo11NKwZU0GtT8ZhfsdrQsaUtpSPk/zw4hF+7mgE7QSi4BRRhCnRgVkf1VyLUsaUGH6u3E9EERxu554r/JyOKUJIyKAwRQjJTZgxRQhREB1TLsfDbiTBqkEnTPk7pupboJRPLM0JU/lY4Mo6o2Mq4AEDOqYKoayyUJHel16OKY/wczVjSham0ijlczmmFGFKuQ5FIbvxdJkxRQgJFxSmCCHNStCIKTqmCCEi8XhcKrExOaakUr7d2XRieHGxYZy4vD6xfbRO2G8apXzxNEv5wuR4MApF3sPMRquWDT+nMBViPIRtR9M0IYF0/1BL+XROSxFT+LnjyD8rwpR6T1AzptiVjxASNihMEUJyEwpThBAR9RZgcD5J3bZ2TzDrGvwdU3JXvt3bxywcUxYZU9phTqFlTPmV8pm68vkdz/RaW4Sfa5pqhOp3QWTErnxq+LlHxpRX+HmJTtCWBoulfEonPo3bMnUK9hlTdEwRQsIAhSlCiC/qN9YtETFFYYoQIqLmvpgdU27ng+h4MGVMFUc0JTlWGVOCYBW0lC9MLp2AApPJMRU4/NzioMyYKizinuHn5oypqJdjKqIRtKWDGhxTgFbUTu5LuSeo9xDRcRmLx7RlqYQQkk9QmCKE+NMEJUr9VjLwQfmhi5DCRlEubMLPE84Hu4wpwfmgzZgyCFOachwbYSqsjqmgGVOmkr3gjin/wcyYKjCk8HN7x5QoTHmHn/t15VPuAx7ClHhPKHaKXZ+lVAdVmO4hhJDChMIUIcSfFrFIqcdUHVPZOAlCSK6g5r6YSvl0GVPihLFYnRzuRi7l2719zEKYsijl03Xlk4SpQsiI8RWJTOHnvsqUxyrvLzTomCos5PBzZaWYMaWI4FHP8HONoJ06oHwNplHKJwqkakc+3bKCuIcQQkINhSlCiD9NEIWCG6bomCKECFiW8onL45qufKXFFuHn6XTl05Ty2YSfS+HFYRJDMh1+7ns8r78N6TumOMEPMV7h58V24eeqMCV282xQL2L1WgpYyqcGnwPuLn2huocQQgoSClOEEH/Uz/Yt4V5ixhQhRMDlmFIzYnYjlejsniiK2S8mx5Q4wUx15RMzpgxd+TJQyheq8jFjKZ/33w2jntWkjKn0HVOh+l0QGa/wc/G+oIjgYvh5kaNmTKV+jsbi0rZQry/V+STeOzzCz9WyPcDtmOJ1SwjJdyhMEUIsyEIZHR1ThBABSZiKuDNikkjh5+5SPnNXPsExlejiF60T9mvRlS8eBWLuIGJd1p44sQyV28FgffIPP8+RjCl2OAst3uHnwRxTpcXy/aRe7PSoikUux5RwT1EzpgS3lc4xxYwpQkjYoDBFCPElK/FOLscUP3QRUtCILgaD6wkAHFF40oaf+3fla0hMLsWJpTFjShGsYvWIK2J+RPNxq+DCz33HBcyY8lofJGOKpXzhpUFwTCmCklQarIir4v2jTBmndulrEEUtUdgG3PcKr1I+QSDVOaZUsYrXLSEk36EwRQjxpykZU4GPyVI+QkgK0cVgypcCoHU+iI4Hu658iVI+0TFl6sqnLI/Wp50xFaoyHFPAtK97KfVYdKWklTHlmsAHyJgKkUhIZOKiuK3eQzwcU15dPYuVn2VhShabXMKURymfX8YUHVOEkLBBYYoQ4o8rY6oljklhihAiYClMOZoJZrI0D7IAJVIqtX3XhJ+rAlQCVbCK1tmV8oXUMSX9fRCfdxqlfKIwZQpFT+1XdNIVmddpj8nw80JCEreL7TOm6hrMwpTqwJRK+VyOKeVe4VXK55MxpYrdoRK3CSEFCYUpQog/GRSifINsTQelMEVIQSO7HWxL+XZnTMXME8sEUnetpGNK7MpnKUzFGqT7nGPwjUoZUyEVQ6QcsDS68okB0/7h58J6dQIfQJhixlSIEQQmR70PeDim6sSMumJVmFIypsT7VENt6rFT5BZOPUr5/DKmHMeROvOFStwmhBQkFKYIIf5kMGTKXpeiY4oQksK6lE8sA4slMqbSLOVLZkxZCFOaUj4xY0pXxgfI7d5D5XaQSvnE35NfVz69Yyqt8HN1Au8zmF35CgtJcFLuITqnZQLRcVmqjPPOmBLvH5rmCU3oygcUhrhNCCkcKEwRQnxpii6llrD4BtkmD6oKU9lIYCeE5Awx86RSRCrRiTa2b48KY9WJZILApXyRIkhpekopn66MD5AnlWFy6Ui3asdeYDLpWf7h5x6h+H6OqRhL+QoJ0XWpOqYksTuNjCnHcaR7iuSY8uvq6eGYqheEqiLVabUbKacuRPcQQkhhQmHKh5qaGlx33XXo168fysvLsddee+G8887D+vXr09rP3nvvDcdxjP+tXLlSOy4Wi+Huu+/GAQccgIqKCnTu3BmnnnoqPvnkk0w8PULsyKAo5JsXYjomHVOEFDSSY8ogLgFyt614fUzOfIHZMSV226qt1whTJseU4wDF5amfG2oRQ+qYuo58gJIxFSYxRCxjFOfTaWRMiWWVTXJM+aDtyseSqPDi5boUrznlnuElTAGy21JstOB7//DKmPIp5QPkewidfoSQfCe9v+AFRk1NDY4++mgsXrwYe+65J0466SR88cUXmDlzJl544QW8++676NOnT1r7nDBhgnZ5u3btXMvi8ThOP/10zJ07F+3bt8fIkSNRVVWFefPmYeHChVi0aBEOPvjgQM+NkLTIoFkpuGOKwlQhEa+Pov6bXSjZq9LoONGOi8fx6Ybt2LdLa5QWp/ndy+Y1QHl7oLJjeuNIixCvF9wOJR6/W1GYaoihtkG+d5QbxpYVpyZ5yTENNcJ+y2GkuAxo2JUcEy9NTUKNpXyRkObDGMPP7bvyRRwx/DwNxxQzpogHcvi54nyKmB1TYsaU7u9KSVEENbvvT2JQuq9jyrKUTyz7FZHuIWEStwkhBQmFKQ9uuukmLF68GMOHD8crr7yC1q1bAwDuvPNOXHnllTjvvPPwxhtvpLXPWbNmWW87c+ZMzJ07F3379sVbb72Frl27AgDmzZuHU045BePHj8fKlStRXMxfI2lmsiJM0TFVqMSjcWy86wNEv61B5SF7osOYfa3HXrvg33hi6Vfo26U1/nb5kVJWjSf/ngvMO79x8nDxEqBjel86kBZADC72EB0dVZiql+8dogAlLRcEq9qG3ZM8MbzYU5hSHFPxytT5mEr5wuqYihmcbb6lfP7llvqBmc2YCtXvgkjIDRRUx5RHxpSPY0pcJjumRGFK55gyl/KJDihTKV9oO3sSQgoSlvIZqK+vx/Tp0wEA9913X1KUAoDJkydj0KBBePPNN/H+++832znccccdAIBbb701KUoBwMknn4wTTzwRa9aswbPPPttsxyckSRNK+dTphX0pHx1ThcquFVWIftvoVKlesiGtsU8s/QoAsPqbHXj1k//ZD5x3fuO/0TpgwS/SOiZpGWwdU+K6eEMMNfXyhK3MIGpJpXwNsUahJOGCAoASH8dUgoYayYljckyFNWNKEqAi6Tim9OHn/o4p0WrVdMcUJ/ghpkEs5TNnTKUTfg7IQmqDlDHlE37uVcqXZvg5S/kIIfkOhSkDb7/9NrZu3Yo+ffpgyJAhrvWnnHIKAOD5559vluOvXbsWn3zyCSoqKjBy5MgWPz4hIk0LP5d/Zikf8SNeJ08MfdvFG9i0vcZ/Ix3ffBpsHGlW4kEcU/VyKV9pUQQRgxunvCQ1yYvHd3fyC+SYqpG78hVYxlTclGLumzGVehy4K59LBPQTwzSlfJzghxbJMVVszphCmhlTJVLjBJNjKr1SPjqmCCGFBmvADCxbtgwAMHToUO36xPLEdrbcdtttWLNmDcrKyjBw4ECMHTsWnTt3Nh5///33R0mJ2/4b9PiEBMJVVhdcqbLWlyhMFSxOqfIhvCEOlKRR2rObXfUBP6jX7ww2jjQr1sJUiZoxlboOTG4p3bqahihK6wXHlOiKUimRhSlJ8DBcuiVCl7+wTiq9QupVAjumRPHJVcrn/XdD97pTmAovcY/wc+nnGBCPxZPXr5gxVaLNmLLpypdeKZ9N+DkzpgghYYLClIEvv/wSANCjRw/t+sTyxHa2XHXVVdLPV1xxBe69916cf/75zXr8gQMHapevWbMm7QB3UoCo84ImOKisHVPqQfihq2BQy7RitQ0oKtF82+zDrrqAYiZF0JzEupRPcUzVCOPKSvTOA8CdPVVbH1McUxXmk1MypkTXkFUpX5jEEPEeL1Xyed/7jUartLrysZSPeCCIRl6lfAAaLXy7L0T/rnxixlQapXwRj4wpobzXFH4udeULUzkwIaQgYSmfgR07dgAAWrVqpV1fWVkpbefHiSeeiPnz52PdunXYuXMnli9fjsmTJ6O2thYXXHABnnnmmWY9PiFNwuWYCr6r4KV8GUxgJzmN6oaJ1wabKO6s5wf1MCE6pmBZyocmOKZqG6JKVz4Px5RXxpRNKV+YxBBjxpTPMCn8XBAXfY/H8HNih5QdpQpRirtP3FYUpvwyptIq5RMdU2pXvlh6GVO8bgkh+Q4dUwYSH5BM3XTSzTy59957pZ8HDhyIO+64A/3798cvfvELTJkyBWPGjLE+frqsWLFCu9zkpCJEwlXJl871L1/DDD8n6RKzFKbU67Kmjh/Uw0TQ8HMxY6rcY1wk4qC0KIK63ZPQ2tpaQBQubDOm6uWMKdPf8dCW4YiGqbTCz1OPI2mFn4tlk2k6pmLu9XSehJe4Z/i5cm+IxgA0Xk/pZUxlqJRPDD83ZEyJTqpQiduEkIKEjikDbdq0AQBUV1dr1+/c2ZhBInbrC8IFF1yALl264LPPPsPatWutj59Y3tTjE2KDS4hqgnnJWtSiMFW4KOqlGoZuOSx4xhTJSaSMKdtSvoYYautFx5S5lK9xvTDBrNklr/QUpgJ05QupY8oYfu5DTHJMBQw/j6ivNR1TREAs5XOFn5sdU3WCoKUXpsSufKJjKo1SPqWcVyzvNWVMsZSPEBImKEwZ6NmzJwBg/fr12vWJ5YntghKJRJIZTxs2pNqit9TxCQlEE8rq7B1T6s8UpgoFlw5q6ZhSnRW76nnNhAnJMWUbfq505SvzELTU9XW1Sgh+iZcwJeRPNdTadeULbcaU8DhgV77gjqkI5GCr9DOmQvW7IBJSVz6fjKm4cEFKjinNvac4sGOqVL8tLDOmWMpHCAkRFKYMDB48GADwwQcfaNcnlg8aNKjJx9qyZQsA2f2UOP7y5ctRX1/vGpPJ4xPiSzbCz+mYKlwU9dK2lC+qjNvFUr5QYeuYgssxJZTy+TqmUuvrVWGqKFjGlKmUL6yOKfH9Kz31tDKmAjqm4OwWp+wGax1TYfpdkCTxWByQqj69M6aQRsaU5JgS/w5FheYJ2owpQXDy6MpnKuUL7T2EEFKQUJgycNhhh6Fdu3ZYs2YNPvzwQ9f6uXPnAgBGjRrVpOOsWLECq1atQqtWrTBgwIDk8t69e+P73/8+du3ahYULFzbb8QmxwmVhaYpjisIU8UG5RoI6pmrSKeUzlFuR3CGIYwoxYFddynmQjmOqoVYo5YsUy5NIFakrn10pXyFkTEESmPwyplLrixz7cXIXwIishvkeU9+VL90cUZIHROXfqStjynGkcj7RXeXblS9ickwFL+WTMqYM4eclwvhQ3UMIIQUJP4kbKC0txaWXXgoAuPTSS6WspzvvvBMff/wxDj/8cBx00EHJ5TNmzMCAAQNwzTXXSPt6+eWX8f7777uO8fHHH+PUU09FPB7HBRdcgNJS+Y/W5MmTAQBXXXUVvvnmm+Ty+fPn47nnnkPv3r2lwHRCmo3M6VL2YylMFS7KNRLUMbWzLo2SnBJ9B1SSO0iOKduufABqa8WMKR9hSnBMResEYUos1dOhOKZEYcMmYypc+TCCYypwKZ/1MI0wJb7e6TumvJaT/EUq4wPcXfmgXK9ixpTw2D/83NSVzy/8XCnls8mYioT1HkIIKUTYlc+D3/72t3jttdewePFi9O3bF0cccQTWrVuH9957Dx07dsTMmTOl7auqqrBq1SopKwoA3n33XVx//fXo1asX+vTpg86dO2Pt2rX44IMP0NDQgB/96Ee4+eabXcc/77zz8OKLL2LBggUYMGAAjj76aFRVVeGNN95AeXk5HnvsMZSUaP7QEZJhXGJSGsqU+s2zKh54jFR+pDBVKMTV8HNrx5T8c1oZUyWtgLodqZ+jDd4OGdLyBAg/B+TujOUl9uHnDZIw5VHGB7gdU/C/9qR8mBAJIXGDY8rv74a4uiiLGVNA4++jmB+RQ0VcdUyp4edAo1hV796+vsHbMSWHn5sypnSlfOaufGmHnzMbjRCS59Ax5UF5eTkWLVqE3/3ud2jVqhWeeeYZfPHFF5gwYQI+/PBD7Lvvvlb7GTFiBM477zy0bdsWy5Ytw7x58/Cf//wHhx9+OB566CH8/e9/R6tW7m/rI5EInn76adxxxx3Ya6+98MILL+Df//43xo4di3/961849NBDM/2UCdHThK586qSCpXzEF/Wase3KpyhTaZXylSiOmLrt9mNJi2BdyucSpoRSPl/HVGq97JjyCD4H5GD0hlq7Uj4nrKV8hq58aWRMFQmWKd/vMlRhSsqY8v67YXRMhen3QRpRHFNqKV/jMv9SvlKNoCWGn8sZU81bysfwc0JImODXQT5UVFRg2rRpmDZtmu+2U6dOxdSpU13Lhw8fjuHDhwc6flFRESZPnpws6yMkKzTBMaVOKuwNU6owxcyPgiFgV76o2pUvnfBzVZiq3QFUdLAfT5od61K+Iqfxa7fdm9fWiaV8Po4pwVEVE4Upr458gCxc1e9Ku5QvTI4p8f3rqIHSHohfWgQOP3cJU34uLf36+pi76QzJb+INyu9ad22KYpUh/NzPMSV2AW1KVz6b8HNJ3A7TPYQQUpDQMUUI8UcNo05DI1I/+FuHytIxVbC4SvksS/JUN16dminiiTJJaahJYyxpCay78gFwBAGqtl4s5fMeVy4IXrF64Rrwc0wVy46puJizpF5buxEnm6ESQgyOKfV9rSKuDl7Kp3bl856sM2OqcJAypiKOVjQV7yvi/abeJ2NKFLxrG4RrRxSbdOXASjadiHgNigKUiJQxxVI+QkieQ2GKEOKPOi+wtj25RazgjilOFAoGVU+yvGhiTdEu1euLZRE5hyRQ+pTkOSWpSWdNXWpcWo4pSZjyy5iSJ5iFXcqXeiiWRvm9j0UBqlQsjfITmFXHlOgu8Zism/KlgJD9PkgjgrikzZeC7MQU7zd1Uimf+/0sCt614n3Kr5RPdOrWy8KUKFabHFP54rqMx+PY8d4GfPfyF4jtDJEITwjJKCzlI4T44nI5tUjGFMPPC5aALju1lC8t1IloDn/IL1TSc0yl1otZY+lkTKE+jYwp1TFlU8onTDbjiCMWjxm3zScknUic6Ee935/i21cKk/YTplXHlBQobRamvCbyuTzJJ8GQrj+N6wlQHFP1howpzVixqYLRMaUr5ZPuG7ukVTaOKTEUPZfF1JpVW7B1wX8AANFtddjj1H5ZPiNCSC6S/5+ACCHNT0YzpihMEW9cQpS1Yypg2Sjgvr5y+EN+oWIbfq6ul0v57LvyxdMq5RMdU7skN47jGEr5lEDjXJ5YpocoAARzTJVIjinfkKnUQyeiBEqb3RlejimWRYUPsZRPcvIJSEKqWMrn05WvXHBi1qTjmJKy6ZRSPouMKakrXzx3r9ltf/si+Xjn+/9La+yW6jq8vuqb9JqZEELyEjqmCCH+NCVjCgHHMmOqcFF/1ZbXjCp6RtMoOXU5pOiYyDnSckyVGBxTfhlTonDVkI4wJZbk7EJMuIgjhu8A1clmQ7wBJdC4KvINUSeSHFPe93Dx7SuWS9X71eiqpXxFwkfbqFmY8hIC6ZgKIUL4ua4jH+DlmBJFU7eoVWa438iOKV0pn+y0FEk3Yyo8wnaKaCyOMfe/g3Wbd+LIfp3x1/N+mO1TIoQ0I3RMEUL8yYpjisJUwaIKoZYCkypEpSVMqZPfEH7Iz2fi0ZicEeMnTJXqHQzlPhlTlcK4eP3O1Aq/rnyllanHdTutSvnUyWZoJpZxUQAQJvE+zicpY0oUtOI+7+V45h1TofldkCSSMGrjmNp934jH41LGlN4xZRCmRLEpohGXREFbKeUTXXv5njEVlH998S3WbW68D7/52aYsnw0hpLmhMEUI8cclTKUx1JUxFfCgFKYKB7eaaTlMEaZYyhca4nXy7ydS6i0wOWWp9dXCRLGyzNso3kpYH6mvTq0obe19gpIwVe0peiRQJ5uhmViKbztxop9GVz41YLrey23lCj8XHVPBMqZC1SWRAFBKgQ3Ctq4rX22DfO3pyoHFZVIpn+i6LGnlPqAoeEfrpL87ojBVrBO1lOU5XX6q1wF92aWU76nl+oSQcEFhihDiizv8PBuOKX4gKRRcv2prYUr5OR0tk6V8OU2sTv59iMKTDtExtVMSpuwdU0WiY6qsjfcJisJV3Q6rrnxqxlROTyzTIB7QMSWOK1NcKZ4B6NLfCiX8PA3HlNQlke//0BEX7gOOQdh2SkTHZOP2u5R7T4VmrDH8XHJdCu6oBGqJsCBkidegeq/QLQ/jNau+65vU4IQQkvNQmCKE+NMEx5QqRFkHUrOUr3BxhZjbDXOV8qXzIVZ1SNExlVPEa4XfR7FjzIhJIDqqdjak4ZgqTa0vbhAmlaIjSoe4Ph5FXMiWMQlTJRE5Tyo0E0up5FKY6PsIzPXC+jLFlRL1ErWkgOli2THlIfapr3eJIGixlC98iK7LSBqOKdW1U65pvFAmlfIJn1XEzp46x5RLmEqV/onXoI1jKpTXrPK2T6s8n5BmYOfHm/D1De+iauZy306zJH0oTBFC/AkqLrmH2pfyUZgqXAI6pnQZU8GF0BB+yM9jRGHKr4wPkB1VO4VSnFY+Y0VHVXE0oDAFIC44H4xd+dRSvhBMLOOxuBx+Xip8zPQJP2+Imn9PngHoMaXzmeiY8ijlUx1TpUI4dWhEQpLEqpRPkzElClMlRQ6KdRlTYimf5JgSS/k0OXWqi0oQssQue3nvmApYyqc2z6EwRbLNt7NXIlbdgJpVW7DrY+aeZRoKU4SQ9LGd62tEAeuMAFf5IIWpQsF13VheMzoNyl4IVR1T4SirCgtiKZ+pDEcksU0ccewSBI/KUnvHVGlMcDukKUzFhAmmqStfxInAEWZsudzu3RrlG2RRRPT7drneQ5hqsHVMRUoCh5+XRlLCVFjKKkkKu1I+jTAl3Ht0+VKA3JWvVnJM+ZTyFZUAougkCNo24ed5kzGVIVjKR3KJuvXbs30KoYPCFCHEn4Bd+XSigPUHCzqmChe1lM/WMaW5tqy/YXV15eP1lkuIjim/fCkAiOx26tQBECXHVn4ZU8L6spjomPIJP48USR22RMeUqZQPCF+797jiipIm+j7vxTpBfFIFAM/wc6FsEkUljeV8yXVmYUp1mNAxFW4kx5SmHE9dnijlE7vsVRiEKXPGlE8pHyCX8wnb25TyiY6pnBa2Da5RP9Q/6Z4lvYSQvIfCFCHEF3f4ud04XdC59RdeLtcMJwoFQ8BMM50IFTxsn9dbLhGvS7OUb/c2O5WLJx3HVHk6jillm5jQ+t1UygeEL3BbdUVJzhSfSaVYyldWHEFRRHCTeYlaUaWUz9YxJYjPDpyCc58UGjFRmCq1yJiqTwhTqXG64HPAkDEViwENojClcUwBcomfmDEl3A/E+4RI2IRtP+iYIiTcUJgihPijEQpssnv0pVV0TBFvXM4K6658TXBMuUr5wv8hP5+QSvksHFOJbXYpy02OhwSicFUOIR8mXWGqPn3HVCjEEJcwJUz00yjlK45EUCwKU56OKVGYKrHOmFK7noVNJCQyorjtGO4D2lK+NB1TSYeV4JoE4OGYEgSrhvQypsJ+zbocU8yYIrlEmk7Ad9dsxtK13zbTyYQDClOEEH90YpLF5wOdUGD/uYIZUwVLwLB9XX6Zp9NCGsyMqVwmXiu6HWxK+RLCVOr336q0CJGI9wdJsdSvlSRM+ZTyKdtIpXweH7XyJrzYEncpn/C78imPrReEq5LiCEqEkOl6z4wppZRP6spnlzEVcSLhEwmJRLrh59B05VO7RSYQhamGWLxRSK1XZHEbx5QgaIsOKFPGVNivWfVdT2GK5CvPLfsaZz60BKf96V28vGJjtk8nZ6EwRQjxR/dZoMUdU/xAUjCo81fLXAmdzd8+bD/q/TPJKvHa1KQrYuOY0ghTlWXeZXyA7JiqRKqsxk6YEkv5BFHLQwsLXbt38b3qKJk9aTimGrufiaV8Qbvy2WVMFUWKQicSEpl40FK+OtExpR9XrmRW1TQoZXyA7IySloulfIJjShCajKV8Ib9m1c+LFKZIvnLZEx8mH1/42PtZPJPchsIUIcSfDDqmbN0vLOUrYFyZZraOKfeywGH7DD/PKWJ1/pNKEaescRtxalhp4bQqL4nAcYAIYmjliMJUuhlTdEyhKAJHEJf8BGZZmIqgOGLrmPLqymd2kaiOqdCJhERCdkxltpRPdVLV1kdlx1RECeUXKbbImDKEn+fNNRss+9z1xRKFKRIG+D27GQpThBB/AjqmtKV8tvN9ClMFiype2v7q9debjYKqOUAIRIIwEU83Y0oTft7KJ/gcaAwqrywtRoXolgLSdkzFhQlmIWVMia4op8gBhNJJv658UilfUQQlRbYZU2pXvvQdUxEnkj8dzkgg4vVixpR9Vz5JmDKI21rHVL3Q1dOULwXIJX71eseUsZQv5NesWopvXZpPCMlLKEwRQnzRuZxsFH/dJvalfMyYKljUX7XlNaNzR1l9kNWJUCEQCcJEvDa9rnyRMl0pn/84oDGLSsqXAiwdU0LGVDQlTHl15QubYwqKMKU6prwcs/UNXqV86XTlSz9jqsgpCp1ISGTiouvSJEzpHFOCKF5ucEwVF8lh/TWqY8qULwUojikhY0oJ59cR9q58agmv9edHQkheQmGKEOJP0IwpjZZk/YUXHVOFi8sxFTz83Mr6r71Qw/chP5+JCcKUTfh5wlUleBZQYeGYAoDWZcVo7YgZUUVAcZn/wLKUMGXblU8sxQmDGKKW8qFIEeU8buP1MbmUr0Qq5Qvalc8+/FzqcMb3f+iQHVOmUr7U8nhD4/Y19f7ClLquUZgSHVMewpQUfp4Ss8Rr0FTKFzphW6FBKeFVfyakJbH9LEqCQ2GKEOKPVpjyH8aMKRIE1x9/W2EqaNi+bhIawg/5+Uy8Rgg/L/cXmBLb7BBuVG0txgFAm4oStEV1akF5W7u20OXtkg/jDalJaWFlTCmOqYjy3D1qudVSPskxlVZXvvQzplTHVBh+F0TGKvxcWB6rtc+YAhqdlgl21qmOKa9SPsGNWZe670jh53mfMRUsZEr9YomOKZJVKEw1OxSmCCH+6Nvr+Q7TfYiwD6NWS/ly+EMXySzqJWKpSercUXaOKV0pH6+3XCK2KzVJcyossqLKigAH2C5cTO0qSjxGpGhbXox2jihMtbc7SUGYitWlhCnPUr6wlY+pGVOKY8rUmS8Wi0vv1ZIiRwo/T68rn3B9pJExFTb3GpERS/kiplI+sXNnQwzxaExyTHkJU62FsTtqG+xL+crapB7X7UgdXsiMMpXySddsHmVM2X5ByYwpkku4vjQNGOpPzNh9fUgIKWx0TfksPiDotrDuquLqkkahoGBQS/lsu/LphFCW8oUCUZiK2AhTjoNIRTG270xfmGpXUQJHdExVtLc7SUHAijXUJD+0epbyieVjIRDfPbvywSxM1SvCU6kSfm7dla+oVHFMpZEx5YRMJCQSidI8wFzKFymXl8dro9glOK1M4ecA0FpwZO6oaQCitsKU0FihdlvyoeiAsgk/z2XHlGv+HgNgEfmn/v1mVz6SVShMNTt0TBFCfNF+FLCo9dcJBZ4TDK+jenzzTUKGqhNZfhjVOqZYyhcK0hWmgEZnVRDHVLuKkmCOKUHAijekJqWeXfnyZGJpjUdXPgDG97L6d6G4KILiIkvHlPi3IVKsZEyZBSbVMVVaVJr8uS5WpxtC8hir8HNFeIrVRLGrLnUNlRWb38uVQoZddW2DfcaU6JiqTTmmxOtTFLBFpFK+fPqbZfk3Xc2WozBFsgqvv2aHwhQhxB/Nzdj0zbe0jWYTz7bf0mDVMUVhqlAInjFFx1QYiUfjclc+S2EqUlEsZUylI0y1FWPTgzimhPBzx+NrVamUL49KcUxIfxfUrnzqegGxIx/QWMpXFLF1TIkZU2k4pgSxqyhShPKiVAh1TUONbgjJU+LRmJwxVW4IP484Us5UvC6K7UK+XRuPnDrJMVXbILmfxI6dLkpFYWp743Hjcbkrn4VjKp9cfrYh0nRMkVwiK+HnsRgw72fA9AOBNYta/vgtDIUpQog/untxwIwp64wAlzCVPx+6SBNxdeWzG6a73ryMFp4HyKdvn0NOrEZ+76cjTImOqba2GVMVJWgrOabamTcWETOmBMeUZ8ZUyBxTYimfUxRxO6YMX0yopXwlSimfd/h5ZjKmKopTrpZdwu+P5D+xGvm95dVAIdHRs3FcgyJMme8hroypGkGYKm9rPjlNxpQqUpscU3mTUafeAgNmTFGYIlklG9ffv58G/j0H2Lwa+H9jWv74LQyFKR9qampw3XXXoV+/figvL8dee+2F8847D+vXr7fex9atWzF79mycddZZ2G+//VBZWYk2bdrg4IMPxj333IP6ev0Hp4kTJ8JxHON/Dz74YKaeJiHe6LrrWQlT7mWBHVMeJRkkZKjXjeWHWN2l5VkClEAnCOTyh/wCIy6U8cGRJ45eRMqbUMqHppby1abOw+OjVt6W4phQu/I5cjmf6e+G6ogqKYoEDD8vDtSVLwJZmKJjKlyIXT3huEv2RCKCwBSvjWJ7ber68nRMlSkZU6JjqsxLmBIzphodU6pIbZUxlUf3DxvHPaBxTLErH8kiWXFMrflHyx8zizD83IOamhocffTRWLx4Mfbcc0+cdNJJ+OKLLzBz5ky88MILePfdd9GnTx/f/dx+++248cYbEYlEMGTIEIwePRqbNm3CO++8g6VLl2Lu3Ll4+eWX0aqVvp3siBEj0K1bN9fy/v37N/k5EhIUu1K+pjim1HIulvIVCpks5bNqL63tymcpoJJmR+rIV14MR3XhGFAdU+kIU3CaFn4uXnW2jqmcdjxYopbyAY0CVfI9bRKmhFK+iAMURZw0ws+VUj4pY8rSMRWJoLxYKOWLUpgKE6Jjyikt8ryHSI6pWrmUTxSfVCqFddV1DUA0gGMqIUwpf5OsMqbyyXFp+Tfd7Zji32WSRdS/Qy2hU9mWDIQEClMe3HTTTVi8eDGGDx+OV155Ba1bN36rceedd+LKK6/EeeedhzfeeMN3P61bt8a1116Liy++GN27d08uX716NY455hi8/fbb+MMf/oCbbrpJO/7qq6/Gj3/844w8J0KCoO2KZuF80g2zDj93OaYoTBUMrlI+S2FKF37OUr68J0jwOQDEy4uwQ/jZVphqW6505bN1TJW1RWPNShxRYd7r2ZUvZI4pVykfIDumDPd/0RFVsnuc5JjyeiO7uvIJ10gaXflEYYqlfOFCLAdWO++pRAKW8oluqu01DUBse2plmUc5sCZjShWprTKm8imjzlaYcoWfN8fJEGJH0C9Nm3jQ5j9GDsFSPgP19fWYPn06AOC+++5LilIAMHnyZAwaNAhvvvkm3n//fd99XX311bjxxhslUQoA+vbti1tuuQUA8MQTT2Tw7AnJMJp7r10pn8YxFTj8PP8nbcSSoKV8QcPPtaV8vN5yhaDCVHWx7IqwzZhydeWzdUxFIklnxC5BjBIFDxVxwplXjgcTalc+4V91vUhdQ2p5UpgSM6a83sdSV76SYI4pJ8Lw8xATFx1THuV4gOyYqq6ul/6GtPUYWymUB1ar4efpZkypwpRjEKYieVLKp7hGg4efF9YkneQYsWBfmjYJClMEAN5++21s3boVffr0wZAhQ1zrTznlFADA888/36TjDB48GADw9ddfN2k/hDQrOmEgaMYUS/mID+5vpezG6R1TQbvy5dG3zyEntjP13k9HmNouCFMRAG08ynBE2rcqQXsn5bWqL7EMPweAij0AADsFl1BlcaVxc7FEJ6cnlpboSvlQZJMxJTqmnN3/RrTrXUiOqZJAGVNFTpGcMcVSvlAhO6a87wPi+u0766R1nuHnwjpX+LltxlS0Dmiodd0LSiL640r3j1wWtl2f54KW8mXqhAhJH5fjN6Aw5VHdrzloYV30LOUzsGzZMgDA0KFDtesTyxPbBeXzzz8HAG2GVIL58+dj3rx5iEaj6N27N0aPHo0BAwY06biEpIXOMRU4Y8r2JquMZSlf4aD5Yx+PxX2zhXSfEazCUnUf6EMgEoSF6I7Ue7+otZ3rCQC2CF+9tY9EELHMpupUWQoH3yV/3lbUHh1tD9q6C7BlLXYJnzxblejzI4E86qpli6aUzxFK8oxd+aK6Uj7brnwZyJhylIwpOqZCRTyNUj7RMbVNEMWLIw7KS8zf57cWxu2ojQbLmAKA2h0uYSrfw89VQTqoY8r+8yMhzYB6HdtGkyiko0tRmCIAgC+//BIA0KNHD+36xPLEdkG55557AAAnnXSScZtESWGCKVOm4KKLLsI999yD4mK7X+HAgQO1y9esWWMV4E4KHN291+KGrO/KFzBjio6pwkF3icTj8PtzrnNH6VxU7n3rHFOF9WEgl4ntSAkPkdal1uO+FX6ve8TtPwpWxHcCTup+8028nb0wVdkZAFAtiDGtij2EqTyZWNri65gy3P/F7MFUKZ/gmLLuylcSPGOqiBlTYSWWRimfmDG1fZfckc+rkUHrspQgur2mXhamvBxTJYqjsnYbGkpS5+jAMebU5Y2wHTCbR3VKWjUzIaSZyFTGVCQdy1SBCVMs5TOwY0ejjd/UKa+yslLaLggPPvggXnvtNbRv3x5XX321a/2QIUPw4IMP4rPPPsPOnTvx+eef47777kP79u1x//3349e//nXgYxOSDjrnk803XrpxwcPPc/hDF8ksgUtHg5by0TGVy8QEx1QkDcfUt4KY0T4uB3N7Ur0p+TAad/BNg7kUz8VuYUos5fNyTOVtVy0DcZ+MqfRK+VLjoqa/G7GYXK5XpGRMebym4usdcSKoKEmV8lGYChex2jQcUxViKZ8oTHnfe9oK43bsqgXqhPBzL8dUJCKHo9dsla5Nk1sKyKNS4IBOE5djKqBDhZCMoP79Cng5UpgyQ8eUgcSE2vTtiLZLWRq88cYbmDRpEhzHwSOPPIK99trLtc2kSZOkn3v37o2LL74YRx55JIYNG4bp06dj8uTJ+N73vud7vBUrVmiXm5xUhEhk0jFl60RxOaYoTBUKuslrPOZvf9YKU0FL+UIgEoQFuZTP3jG1uT51z9gDEcSqG1DU1mL8jm+SD79FW1RVp3HvSQhTgsPBs5QvX7tqmfDpymf6u6Ev5RO68pkEZtURVVQqZ0x5lPJ5OaZYyhcu0gk/L2olOJ92yo4pLzq0St1bYjXbAbHngZdjCgBa7QHU7i4f3vktGipS5X2mfClAFrZj8Rhi8ZhnF9Bs4ZpbW06h1Pc9HVMkqwQsSXU599PKmFJdWlHAQ6zOd3Lv7pUjtGnT+Eehurpau37nzp0AIHXrs+Xjjz/GmDFjUFdXh3vuuQdjx45Na/z++++PE088EdFoFK+99lraxyckbbRd+fwFprhmIMPPiS/GUj5vdIYYhp/nP1IpXxt7x9RmoQynAxxEd9R5bC1QnRKmquJtsbm61vqYaN2lcReiY8qrlC9kXfl0pXxOmqV8iRI+0TFlDD9XhadICVBkV8qnZkwx/Dy8xNLImIq0Sl0/22rSEKYqU8JUW2envNJXmBKKhXd+K12bpo58gNtNlbOuqYAlUO6MKQpTJHsELeVTS9Et4y53H1R5T0ctP8fkKRSmDPTs2RMAsH79eu36xPLEdrasWbMGI0aMwNatWzF16lT88pe/DHR+ffv2BQBs2LAh0HhC0kInClg4pnSiQINtOQ1L+QoX3R97lvIVLJJjqjINYUoQojrAkUoCPRFK+ari7aT9+LLbMbVLcC1UqhkyAmHLmIJUyheR/m1c7x9+XqrpylfXYBKmlN9NUUmjaypBg/l3JzqmIhF3+HlTnfEkd5DKgVt530Miwj1mi1ACuEelt9uysrQIpbuv2Q4Qy/jayWKpjlZ7pB7v3Cy5J71K+VTRKlfFbfW9ZOs0cTmmKEyRbKL8GbItSVUjTJpUyhfyRlAUpgwMHjwYAPDBBx9o1yeWDxo0yHqfX3/9NY499lhs3LgRkyZNwnXXXRf4/LZs2QIgmGOLkHTRZbPY3JB1eVLWGQHqzZeOqYIhaKaZ7kOrlfVf5/5j+HlOEK+PIV4rOFva2JfyVe1IOZ32gIPodkuBaYcgTKEdNm1PwzGly5jycEyJpTg5HV5sifS3IuGYKk191IzX2XflqyhNTbp31Rsm3OrfiaJSQCydrFecK+JQxZUilvJF49FQ/D5II9Fq+86eojD1bV3qGuhYWeY5znEcdNg9tqOT6uqZuCd4IjmmNssZUx6OKfH+AeSwuK3+bbb8HKh+kUnHFMkmrrmQrcCqjGtSVz4KU4XJYYcdhnbt2mHNmjX48MMPXevnzp0LABg1apTV/rZs2YIRI0Zg7dq1OPfcc3HXXXcFPrfa2losXLgQADBs2LDA+yHElnhDMAeL7lvuetsPFlFlMshJQuGgu0QsdCJdnlTgUr5c/YBfYES3CfcBJz3H1P+2p8qx9kAE0W2WwtT2lBN5U7w9Nm5Lo6yrTTcAQHWQjKkQ3OO04eeCwBSr07+vGqRSvsZxrYRxOw3j3BlTJUCp4FCr08cxAIpjypEdUwCwK8oA9LAQE4SpiM89RCzl2yJcIx0t8u0SOVOdHKEjXxBhSvj7Iwacq6iiVc7eQwJm86hClNXfc0Kai4DXcV1ULeVLQ5pSXZAs5StMSktLcemllwIALr30Uilr6s4778THH3+Mww8/HAcddFBy+YwZMzBgwABcc8010r527tyJE044AcuXL8dpp52Ghx56yLPlLACsWrUKzz77LKJR+YLctGkTzjjjDHz11VcYPHgwDj300KY+VUL80QhMNjdknTBlVcoXjwNq+CxL+QoHXfi5hfNJ55iy+oZVJ0Ll6gf8AqNha0qYirQuhVNs97ElGotj43epe0hXOIh+Z+l8+i5Vwv91vCM2fJeGMNW2O+oB1AmOKc9Svki4Svniwj0/8bsShSnR/SZS25BaXlrcuH1laWpCXl1reD82iMJlUWMorChMRWuNfzvU8HMxYwpgAHpYiMfisjDlIzBFKlLC1VbhW5KOPqV8QKrcbw8IwpQoOpkQS/l2fSsJTKorSkQt88tVYcr13U/AjCkKUySbuOY9luXeruqRtDKmVJdWuB1T7MrnwW9/+1u89tprWLx4Mfr27YsjjjgC69atw3vvvYeOHTti5syZ0vZVVVVYtWqVK/fpN7/5DZYsWYKioiIUFxfj/PPP1x5v1qxZyccbNmzAmDFj0LFjRwwYMADdu3fHN998g/fffx/bt29Hjx49MGfOHF+Bi5BMENfle1hYseui7kmIlVCgs6qG/GZMUmj/1ltcNzrHlFUmBbvy5SxRQZgqbu9dSiNStaNW+jDYFRFpX54owtR/t+5CPB63+3tbUo6drWWHhCp4iORNu3dLROHJKWucNEfKBGHKUJK3QxjXevf2rcosSvlqhSyfst3RBqWKEFhfDRS1cw1VHVMlkRJEnEhyOYWpcBDb1SC5cP1cl06RA6eiGPFdDdgiClOt/e8/iQD0juk6piqUjKmYXcaU6qbK2XtIphxTzH0j2SRDJam2XSkbj1Hv/XPIoDDlQXl5ORYtWoSbb74Zs2fPxjPPPIMOHTpgwoQJuOGGG/C9733Paj+JPKhoNIrZs2cbtxOFqX79+uHyyy/HkiVLsGbNGixduhRlZWXo168fRo8ejUmTJqFDhw5Nen6E2KLLk7LJmArsmFLL+IDQ34yJgO7Dp1X4uXuZ1QdZlvLlLKKYVJSGMPXfrakyrDYAWsFBdKuF0BCPS8LUf+OdUNcQw+bqOnSymJgCwK62ewLYmvzZs5QvErJSPjEPbLew5JSkXG4xg2NKdEQlnFJiKZ/RMVW3I/W4tLGbMlSHWl11YwC1gpox5TgOKoorUF3f6JDf1cBSvjAguqVQ5MDx6coHAEWtitGwqyFtx1SH3cHqTSrlq94cuCtfzt5DXF2WbR1T8t/mqG1GKSHNgPpR0VZgVbvKppWV5qoeCXcpH4UpHyoqKjBt2jRMmzbNd9upU6di6tSpruWzZs2SRCcb9tprryblUBGSSbSOKYsba61OmLK5Ies6KcXqGz/c0CUYfnSlfEHDzwOX8lGYygXE8rt0hKmvBWGq6+7UgoatFh/odm1pdNgk9hNvnDBu2FpjLUztbNMVqNsKACh1ilASMTs0wtaVTxSeEiV8juiYMoSf7xCFqbKEMJX6iGrMmKoVhKmEY6q4FIiUpFy2hpwp1TEFAOVF5RSmQkZM6KpZVFli5XyMtC5FfPMuWZiyyJhKBKRLpXyVnfxPUhSvqr+Rws+9SvkiTgQVxRXJa3V73XbjttnE9UWm9YS+CY6pWLTxM6NfR0RCbMnUdZyWMKV8UR9yYYoZU4QQf7QZU/7OJ234eVDHVONB/ceS/Ef3a7apAA2aMaXtypf/IkEYaAjomNqwVcyXavyoE69pQKzGx1Gw7b/JhzUoxRY0unD+u9Xc3U2lWpiItvL5mCVOOnO11Xs66Er5pIwpg8AkOabK3BlTRmFKckxV6h8bhCmdK0UMQK+JspQvDETTCD5PUNSuFDsAiHcLv658ALBnu8brRy7lsxCm2u6Vely9CQ2CS8LLMQUA7cvaJx9/V/udecNsoghKtk6TwBlTmz4D7hoI3DOo8TEhmSBgSarbMZXGXKbA8nYpTBFCfNGW7VllTOlK+WwcUwZhiuV8BYE26DxoKV9Qx1QI3CthILo55Vopbl/usaXMum9TYkQ3oUNew2YfseHbtamHJd2QSCldt9lemNpZmSrLaeXzDX+YHVOJUr6IjTBV53ZMVUhd+QwfxsWMqdLWwmN/YUrnmBLzwJgxFQ6i3wmOqbb+rqfG7cqwSfiGpLQognYV/qJWt93C1J7Ot6mFrbv6H7DNntKPDTs3JR//f/bOOryOMu3D9xyJuzfStE3dHWpY8QKF4lpkhf2AZSksLCxefHHZZZeFwuJSoBQtpS2FttRd06QSd8/xme+PSWbOSc5JTtN43vu6cmXe0Tc5c0Z+7+95npYcU+ApTFXaKls/VhfQ7AW+o6vyLb5Rra5anQff3+PfNgJBK7T1PG4qTMmKn25+EI4pgUAgaIq3UL4255jyK/m5jwuvSIDeN/DyMu9XKJ+35OdtzTHVC9wrPR3FKeOs0MUBU7zvJOJNyS7RxYiBbiF4ztJWwrPKDmqTNaHp2vShUu/ihjfqw9wcU62MbroLU902P4yfKIqC4iYgeXNM+c4x5Z78XH0RD3ULAXS4FK/3Ew/HVGC4Pu2PY8rtO96YqyfI6OaYEsJUr6AteeqMkYEUuQlT/aKCMBhaDwHsFxlMIHbiJTfnUqQf+WhNAR7hfK66Mr0vLSQ/B4gM1POndVdhqqkL2n/HVJMcU/6+zBfu1KezVvi3jUDQGs2EKf82a1aVj2MIS20aQSKEKYFA0NfxKkz58YDgXZjy40ouHFN9G2+niD9V+bys40/kqFcRqhe4V3o6znKrfi5IYIrx3zHlLiQNiNGTjx+LMOWMztCms49BmKoL1l8UQxw2cPgWONxfOnu8Y8ope3x3DQ0CkxSoP2oqDu9fSO/Jzz2dIhZvbiv3HFO+HFOOY8gx5RbKJ3JM9Q7cix4Y/XRdGiMDKHKLH0+O9E8UT4oIIsnNLaUgeYbptYTbeq76Um26aeW9pvTEUD6/HVPHk5tHIGhnmg7ItzWUD47hXG7mmOrd70FCmBIIBK2iONsYyue1Kt/xOKZ6+IubwC+8hvL5c9p42a7piKv3A4rk590RdxHJGBOEZPLvkaXe7qSgSn8ZHZQU4XWfXnETpgIThmrTx+SYcqvCF6LIUHHI57ruL509PcdUUzeU1xxTPhxT3pOfezpF6ryF89m9JD8Hz8p8/oTy0VyYEjmmegfueepMbXRMJUf5J0xFBJsYaKrQjx2aCEb/8loRrgtTTosubvV0x5QiK83u3/6+0Dd12B9TNbNGWqiKKhAcE20M5bN5GZDx+1xu6tzt5ZEjQpgSCASt48124o9jyst2fiU/9+WY6uUXZEED3nQpP843b4KWX44pEcrXLXGW6CKSOa5tYXwBJgNpqbow5ShuIVeUokBpptaM7j9Cmy6psVFl8e/6Y5H161eorEDJfp/ruuePcSo9PJTPXXSSQApQHzHdc0zJfuSYagzlMxsNBBj1x1SveaaOI8eUu0NN5JjqvbQtlK+JYyrcv+0kSWJEiO5aqgvq18LaTXBzTDnr9VC+Y3FMdUdhyltovj8DmwA2p+f1wq/QfGu1Z9s9xFcgOA6aPof6K7Banc3vey5/vgOyC5qG+ItQPoFA0NfxnmOqbVX5/MsxJUL5+jTezhE/Hki9hvL58yArQvm6JY4C3Q1jSvR/1Htvgf5iMjg+jMB+ukjhKKr3nR+vpgDcnAoxA8YSEaS/FO4rqPa2VTPq3ELHQmQFinb7XNcjlK+Hi6HujikpwIgkSdp0I76r8unz3XNLhQS6J0D3sq0vx9QxJj9v/ByEMNW7UBwycq3+3OC3MBURSKGbYyrR1LJryZ2hQZXadJkx3veKTYkZqE266vTk5605prp9KJ+X+7I/OUoBrE2cJn49P7pVVgXApH/mst1F/c4SXFU+njEFgpZoo2Oq6XkMfqY1cXgZSOvl70FCmBIIBK3iLZTPnwcLW1tD+Zy+Qvl6tqNA4CfebvZ+5ZjysplfVfmEY6o7Ys93cz4lh7Wwpid73ASkUckRmBND9Kcdp4yz1IdrqmCHPh2RghQax4h+uttqj5/CVL3bw2SIInsm4m1Cb6rK5+6YktwEpUbnFKjClDdno3soX6NjCiDErO+nzlsYoEeOKffk525C5jE4ptyTn1tcIsdUT8fpVtUTo4Qxwk/nk0EiR3JzTB3D61KGoVCbzsGPinyNxA7WJt2FqdYcU90/lM/LPId/1zprk/X8up/XFHi23VyVFZ8eoPz9fRS9vNXvPggEjbTVMdXU+Qd+5phyeLkHCWFKIBD0dby6o9oYyufXKIEvx5QQpvoEXlNMtTGUz68RVq/ClDjXuhLF4cJZogs8ZjfXU2vsydcFpJHJEUhmI6Y4XahwFPjIF+UuICWN0bb3tt+WqHe6CVOy0qIw5R7K15scUwY3Ycp9Ghk1SbobDpfs4a4NdRem3KbdE6Rr+HRMhXlfx72/7o6pBoHQI/m5t5cCQY/CPXTXFBeMZGy9sh5AZb2dCrfzI93l33YAKa4cbXq3Pcnv7YjRiy04rXqeql7pmLL7V86sqTDl1/3c2uR/YK3WHiosO9Wk8nKdg/odpU239MqvmaXc/tFWVh8oaX1lQe+mXR1T/ghT3hxTIpRPIBD0ddqzKt/xOKZ6+UiBoAFv4qU/rmcv56RfOSm8nVc93L3S07Hn12m5xiSzwUNYagmXrLDbTUBqdDwFJOvClj2nptl2AORv1acbhSk3x9T23Eq/+uARyqfIUJ0LNYVe13V3TPX4HFN2744pQ7Bn8mdXneffWd/ECeUuTEWH6NuW13u5L9h9VOULjnE7gJ6vx6Mf3hxTIvl5r8LpJkyZ4/3PU5dVop9XYUBUtZ/PHrJMVN1hrbm5Ls7vYxI9ABrOQ/ejuV8jvNHdc0x5e1b0VZ3THZes4GjyvOiXY6ppjinF5dU16U8f7E6Za95cz5Jt+Vz31oZmQpmgb9HsXPZbmGqjY8ouhCmBQCBoRntW5fMr+blPx5QQpvoC3kZTvVbqa4LFS3Jk/27+Xhw0/jj7BB2G/bD+cmFODfPb6bCvsFoLCzMaJMamqmEuAem6wGQ74sX5pCiQ85veTp0KwMT0aG3WgaJaqupbvwY1c0wB5Kz3um6vyjHl9r8xuOXmkswGD6FKrvV8sK5wE5wMkmcoX2yoHnpVWuvlvlCvO0sI0kOaCHUTBGqLvffXi2NK5JjqXTjcCiiY4v3PU5dVrN8T+mP0ELhapCYfo1sI6IaaWL+LJmAKUMUpoMwt6X90ULSPDVTchalqe7XHed0t8HLv9ieMztvLvF8uE5uXgQdbdXPnvx/PFOV1nteq3Ao/zwNB76SJmOl3KF9bz2URyicQCATN8Z78vI2OKX8uxr6q8rl6tqNA0DqKS/E+kunHeVPrJdTHP2HKS6iPcEx1Ke7iUWB6ZAtrerLpsC5UjE6OICRAFTnchSlHfm3z6nBlB92cNRKkTQFgUFwoMaEB2mpbjlbQGu45pkIbBc6j3oUp9/wxPT3HlKtaf4kzhgd4LHNvu2o9H6yLa/TrfWxYIEaDLkLGuW1XWtNkpFhRoNbNiRbuFjYVlqBP13kPwXEXAr3lmBLCVM/HPWzXnOC/MOWeT24ABhyFdX4VfKFwlzZZoMRQS4jfIcAAJI4GoMSoC7kJIQm+1gYg0k2QlRWZGrsPR2hX0UbHlFeXiT8OaJuX/7e1qvkx/dEFmnzmdm+DtII+Q7PnBr9zTDU/311tTX7eywfohTAlEAhapX1zTPkTWuUr+XnvviALfFft8uraa4K35MjezsHmK3kRpnyJo4IOR3Ep2A7peUICBkS0sLYna7P0vCGT0vVwLnNSqO7akcF+qEkekkM/69MJIyBYdSlIksQkN9eU+/594Zn8vOG8PbTa67rujilnD89rJte4OaaaCFOGMD0kr6ljqrhGF4DiwzyTU8eFteCYslR43ivC3BJNh7q9zB+DY8ojx5RIft6jkW1Ozzx1Kf4XUNiZp18fhmEEp4KzxI/zIX+LNrlLVqvs7c4/hrxP/cYCUOJWBTA+uOXKfuHmcI9wv+4WzufVAe2HMGXxJkz5kwrCm2PKWtX82cIfF3aTPngb/BL0HZqeQ/5Xl/QWyufHhl4dUyKUTyAQ9GEURQFvVfnanGPKj6uxL1Ggh7+4CVpH9lZ5C1D8eCD0lhy51urHOWPzIkx5e7gVdAr23BoUS8PnZpQIHOifMOVwyaw5qOcTmjkkVpuWDBKBGVFa23qgifPp4E/69KBTPBbNGqKHha3a33oCXPdQPs0xVbQTqguareuRY6qHX99cNS04ptyEqWaOqWr9ep8QcQzClLvgZAzQxETAM5Svvsyr27bVHFPCMdWjceTV6nnqAo2Y4vzLMeV0yR5i0vCGVyV7rvck+h7k6cLUdnkQALvyjkWYGg9A8TE4piRJ6taV+bzd0/1zTDVfx1t1s+YbenFMWSqbCWT+iAr1TYSIGqsYHO3LNBNZXYpf70Lek5/745jykmbCVw7eXoIQpgQCQcv4unn7ITB5E6ZkxY8Elr5GBHp5bLXAt2NKtrb+QFrnJceUXw+S3hxT3sIBBJ2CdV+5Nh2YHoEhsOVy6Y1sPFyujWgHmAxMG+SZeDhomC5cWPaW63nLHBbIdnNMDT7dY7uTh+qOhcziWo6U+ajq14B78vNgd+fOge+aretRla+nh/J5CFOeCc8NYbpQJdc0dUy5CVPhvoWpsiZOK48wvrBEkNzykLmH8qGApZymeDimDCLHVG/DdlQfXAhICUMy+JunrkZ7kTRJMBj13LAdbkVgkmXI26w1dyiqMLXxcIVfORIBSJ6AApS6CVNxwa0nUHcXprpbZT5vg0q+7vPueHOZ+OVY8vb315chN80P5EcfLE3WqRbCVJ/G2znj17nsRVD1K82EN8eUt/C+XoQQpgQCQYv4yqvgz2iTzce2jtZGCoRjqs+i+HJM+eF88hbKV+OXY8qLO8plB4d4Me1sFEXBskN3JQUNj2lhbU++2aE7kqYNiiU4wLOaVdDwGGh4N3WVW7E35rHKXKaPTAaEQfoMj+3SY0MZkqCHAX2+Ja/FfngkP+/vtq/tHzdb190x1dOTn7sLU01D+TwcU3WeL3clHsJUkMeyePccU00dUzVF+rR7GB+on6ObyOQtnM+bYyrY6CZMiap8PRpbVqU2fSzhwGsO6uG6o2JCCWy4aNiahv82pWinJoAqkoGt8hAA8iot5Fb4GRYaGkdN/DCsBv31rDXHFHTvynxtdUx5c0e1+X5eX9os4XpTocobFofn8aot4hm0L9MsxxS+Xf7utDmRvzcRylrZ+nY9GCFMCQSCFvGV28eXgOCON8cUeBcQPPBVlU+EV/V6ZB8joq05phRF8eGY8uNB0ltVPhCuqS7AkVuLs0wXBILHtpxfpRGb08W3O3Vh6vxxyc3WMUUGeoTz1W9pECt2fKKvNOxcMHuKIwDzJqZq059vzfXp+lQUBYvbKGfoiAv0hTm/QVmWx/oeOaaUnvvSo8iKR+4oY0STHFNuApNc7TvHVEuhfOX1ds+X1Vo3Yco98Tmo7qkwt3OnppCmtJpjyttotaBHoDhlj8qeQYOj/N72VzdhauYwXRRylVlxlrcgVmav0ial5InEx+vn3y+Zreema6QkdYI2bULyEJ184RHK181eXL09K/pTlc/iJTeVX44pb6F89WXNQ/n8eIYVoXwCd7w6pvx4xvSW/NzpT34qb/cgb+d3L0IIUwKBoGV8iEuyH2XT7T7yATQtwdv8mD6W1zcPxxD0Lnw9LMqt3Pzr7S6vuUz9epD1FsoHvf4BoDtS+5suLgUMjMAUFdjC2jrf7yqkouGaFGgycOaoRK/rhUzUXzTrt5eglOfCfrcQuzGXet3uogkpWqRYTrmFjYe9X4vsst1DYApJngTxI/QVtn/ksX5vqcrnqrGD262iaY4pU4wu+DhKPR+28yr1dlPHVHJUMKaGECxFgaNlbiPIVTn6dFNhCiB6oD5ddrDZYndhyluOKZH8vOdizazQXDmS2UBAf/8cU9VWB+uz9e/2rNGJmBJ0F51lT5m3zVTcryODTuGkIbowtXxvkZcNvFOcpF8vEpxOJD+SHUcG9MYcU20N5fPmmCprJoa1LZSv5w4eCI4fxeYlPUkbHVO1Nj9ETm/CVC8fMBXClEAgaBHFpzDV+g3aV0W0yvpWHrR8Oaa85AkR9C5kL6Ok0PqolDe3FPiZE8Jb8nPwnqtC0GG4qu3Ub9dDrsJO6OfXdoqi8Oavh7T2+eOSiQgye103eHQcUkOIn2Jz4fjqBWgUhCL7w+DZXrdLigxi5mA918sbv2R7Xa++ifU+xBwK46/UZ2x6y+N8c3dM9eRQPmeR/ncbIgIwBHnmBTPFh2jTcrVdc0banC6OuIlNgxNCPbYzGw30j9G3zSpxczcW79Wn44Y271TcEH26LLPZ4taEKZFjqudi2ak7lIKGxyCZ/HvdWb6nSHtuiQkNYHJ6NMEj9e+9+349qC6Ao7/p7eFzOHOkLo7/erCUKot/bpuSKN2dGe90QtbKVrdxd1V1vxxTXsKf/BGmvAxs1lqdrefr8vbiXl/e3DHljzDlEI4pgY63UD5/nHfekp/7dT3w5ua3dq/vd3sjhCmBQNAiPqukOWSvF2l3fIXsteqY8iUU1LcwWinoFfiqvtdaKJ+vc63W5mw92b5wTHULqlce1SqAGsIDCB7detJfgOV7i9mRqz+sXT99gM91DQFGQiaprikDFZgOv68vnHITGIw+toRrT0z3OObWoxXN1nHPLwUNybTHXw3mBnGlvhTWv64t98gx1YMdUw43YcqcGNJsuTEiAMmsP3I6S9SR4EOldVoSWLNRIj02tNm2g+L1edmlbt/Vkv36dPyw5p2KdROmSg80W+z+/278HNxzTDlkR4+vlNgXka1ODwEpeIx/1xGATzflatNnjUrEZDQQPFqv7mk/Uo2jxEvel+0foJUAjOoPyROYMjCGmFDVOWh3yny1Pd+vPhTbK7XpeJcLtr7b6jZRQVHadI9wTPkYgHLHeyUzxWtYlL5jxfuLuxfHlK9BMI/NmjqmRI6pPo03MdOfwjzeHFOVfkSdiFA+gUAgaIJHpaVIz7CalsL57E7ZQ4BKidIf+Fu9ILvnA4lM06eFMNXraWsoX50PQUtRfLupNHzlLuvllunuhD2/ljq3ML7wk1L9cjlY7C4eWbpba58yLJ7RKZEtbAERp/ZHMhuINL+FgYYHv6AoVZhqgTNGJjIuVd/3k9/tayZ6elTkMwWrjqjQODjhZn2ltS9rybg9ckz1YBHEUaT/3eaE5sKUZJAwxbuJPg3CVGaRLjQNjAvFbGz+mWfE64nns4objlNfDnVuCc3jhzfvlLtjqvTYHVMANl/uXUG3pW5zkR7GF2wieIR/BRQOFNWwLlt/xrhkkupcMqeEYU7Sz+naX5sUP3A5YNPbenv81SBJmI0G5k1I0WYv+vUQTj+qGZfU68Uf4p0uNUSwSW66pnTvqnxtzDHlY50W80ZaKsCb07G+rFn4oD9OF1GVT9CI4pK9Vilva75dvxxTXpOfd6/vd3sjhCmBQNAi7olqjdGBSIH6i5Rc5/sBoaRJBaVhSeHadHlroXw1+gsqCSP1aZFjqtfjPrpqcKvkpbTqmNLPRfeEyeBHAnR3u3SoWwWkXj4y1V1QnDIVXxzUDAemuGDCTvQvjO/F5Qe0ilcmg8R9545oZQvVvRM54jChRj1ExjnpbggMb2ErkCSJO8/UnTkbDpWzaO1hj3XcQ/mC3avCzfgzNL48Wqtgya2gKL0mx5SjQP8OmbwIUwDmRN35ZD+qfrd25+vfsSEJ3v//QxL1+dtyGlxqBdv1FYIim1flA0hwOxdqCqDKU1Dw5phqKkxZnCLPVE9Ccbio/Vl3PYVOSkQy+3ZBuvPyT7p4OTwpnIn9owH1ex96ol5MoW5jEc4yt/Ni+4dQdVSdNphg4nXaoqtO6E9DijSyS+v4fGvLFT0BSiy6MJXgcqmhxquebHGb7lyVz2vInEtBacXJbPMhTLWYZ6rax/+3rqRdQvn8crkIeiW+XH6+Cva4066OKVs1XhOq9hKEMCUQCFrEVe1ZackQqosFLTmmiqr1UavoEDOJEfoDf0VrwpR7taXEUfq0cEz1etxHn9wdeq06ptxcUZHBJoLcwoZaFKacNpDdzuMIt2puwjHVKVQuzcKRo7vWoi7I8Aj78sU3Owr492o919NNswYyNLFlcQmA8mxCj96nNe3yEEq3TcZV23qS4VlD4jh7lJ5o++nv97HJLRG6uzAVanYLSwuOhtMf1NuZP8CaFz0cU7Iie7h4egpyvQNHvu58Ckz3nmg6YIA+335I/W6ty9JDrib0j/K63dQBuuMlq6SOkhobHFqtr5B2AlpmencikiFKD7/kyFrPfntzTBk9hSmRZ6pnUb0qV39mMUqEz0ppeYMGNhwq5+sd+oDYLacORnI7p0InJ2KMbrgfyQpVy46o05ZK+GmhvqNxV3rcQwbFh3HRBD1n1EvLM326exvxcEy5Gu6HOz+D/G0+t+nOwlRL6SBawtvLPKh5pnziLj67uciwVqlh1O7Hb0Py81bTUAh6Lb5Sl7Q2aApgbU/HlMvu3RXYSxDClEAgaBGPUL7wAAwh+gh/S8JUsZswlRAeRHSILmhVtHRzt9V45vxxF6YszXO6CHoX7kn1PYWplm/+FXX6uRgWZCbcLfl1iwlLm7rwIvWXCOGY6lgURaFq2WHq1uuhuyGTEwkaGt3qtqv2F7Pgk21ae3BCGLfPHuJ7g0Yqj8K785AaSqorSgAVjttwltkpfXt3q9VGJUniiXljiA9Xz027U+bGtzeyK0+117vnmAoxNXEOTb4JBp+ht5c/jHHnYo9VeqJryppVpbndDGFmTF5yTAEEDtRfFB2FdZSX1LEzTw9LmDHYey6gtJhgktwGNtZmlUL2Kn2FgSf77lz6DH360CqPRe7J5hsFQkmSPJxuQpjqOdiyq6hZeVRrh01LbpZ+wBvldXbu+Hib1h7ZL4Jzx3g6NiWTgYjZushp2V5C3ZYiWHKLHlJqCoKT7262/7+cPgSzURW58iotPLBkV4v9cXdMxYc1ilwKLL7JZ/7NnhbKB62H83nLMQWt3M+rdbccyePVEG1tmWc4ZGuDXdA8x1Rpra315OuCXokvIbO1XLvgXWT1S5iq9VHNsxc/mwphSiAQtIinYyoQg5vAJNe2IEzV6KF8CRGBWhJQgPK6Fi7I7vmlJKNntaW60l5tYRV4lpIP6O/mfnHKuFo4b9yTIqfHhBATop9vBVUtvFy6V+sKiVMT1zbiKyxAcNwoDhcVizOpWZGjzTOnhRM9d3DL2ykK768/wu//t0lLghsRZOKN6yYTEmBqcVtyNsCbZ0GFXsHPMnIhDmUQAI7cWor/uR1HsZdRSjdiQgN49coJBDTkwKq2Orns3+v4fleBpzBlbiLQSBJc+C+IHqjNMi1/yGOVnliZz+JWSTEwI8rDaeKOKT4YY4T+vfxi2UEao3niwgIY5sPtJkkSM4footX6TRsgf4u+wqAWhKmMU/XpvUvBoV8L3B1TEnqf3V1TVpcQpnoCjpJ6yj7YCw0fqTEykIjT+7e8Eaoj5pb3t5BXqd53jAaJxy4ajdHQ/BwOmZjgdk9ScC15EPZ9ra9w8j2e948G0mJC+ONJGVr78y15/Ge195xRiqJQXK9/n+JnLIDGc7PsIHz+e3A2H9hzd0xZXdZuJaj6CnVq6fkRoLDa+99Q05LjzN0xFZnqURTBUNtEmKpz+qw63YjF4Xksm1Omzg8hQtD78CmwtiJwWuyuZgIn+FGdHKD8kPf5vdjNL4SpVrBarTz00EMMHTqUoKAgkpOTufHGG8nNzW194yZUVlbyl7/8hfT0dAIDA0lPT+f222+nsrLS5zayLPPiiy8yZswYgoODiY+P59JLL2XPnj3H8VcJBP7j4ZiKCMDkNgLZmMDWG+6hfIkRQR6hfNklPqqggWd+qfAkTweL0wJVx/7dE/QMFEXB6SYKBA6M9HDoOQq9lM5t4GCxfk4NTghjcKKeMHl/oY/k5uBZrSt+mGcS5WJxne0IrAcqKHp5K/Wb9NFAU2IIcdeNbDGEL7uklpve2cTfv9iFoyEJaWiAkTeum8zAuObV3PQDVsGy+2HROVDjVhnrjIUEX/ZHwmbooTfOUgtFL2+lemVOiyOhJwyK5ZUrJ2gvsPV2Fze/t4V3f9MrxTUTpgDC4uG6LyFMDQc0NdHZe5pjyllpw7JXdx2GjI/3ua4kSQRPUHO4ySh8uFcfhDh/XDIGL2JAI3PH65/R4CMf6wviR0DiaN8dHHauXhHRWgW7dIeauzDlXh3RPc+UyDHV/bEdrabk3zt0ocMoEXvNCAxBLQvVxTVWrn1zvUfC87+dPVzLLdUUySARc+VwpCCFSNN/iJA+0hcOPgNm/MXnsf5y+hAmp+v7feLbfTy3bL9WkbKRKlsVDrfQ8oShc2DWAn2F/d/CR1c2c/q6C1PQvcL5fAlQLT0/glqx0xstOk0qdcccEckewpSx7mCz1d0HXr3RNJQPoLRGFEToi7i7+T3mt5L8/HBZG85jUO9XFh95dd3fk3oZQphqAavVyuzZs3n00Uepra1l7ty5pKWlsWjRIiZOnEhWVstVMtwpKytj6tSpvPTSS5hMJi688ELCw8N5+eWXmTJlCmVlzXPnKIrC5Zdfzh133EFubi5z5sxh1KhRLF68mMmTJ7N+/fr2/HMFgmYoThmnmxhgjA7EnKq/8Ntzfb/wuye1TY4KZqxbNavs0jrfF+WCHfp0ZCqExHiOQrqPlAt6FXK13WNUypwQgjlJFxyORZga4ZZsf19hC6NLJW7CVNxQz5fc4r0g97ycP90RRVaw7Cun5L87KX1rF84ST2dc/B/GYgwP8Lrt3oJq/rZ4B2e+sJoV+3Q3QVxYAO///kROGBTrdTtqiuDnZ+DlCbD2FWiseicZYc7zMOPPSJJE5HmDiDjDLReRU6b6h8MU/mMjNb/k+nTqnTUqibeun0J4oP4CvD1f75/s8v73ED0AbloG8SMwNnGAOj+ZD9k/94jzTlEUqr7N1ioVGSMCCBracgW00EmJIMG3ODjo1B/0r5jSsrtlekYcKVHBDJLyudrwo75g4nXe80s1EhgGo+fp7VVPaWEQ7iKgwaA/Dgthqmcg25xU/XCYkte3e4gf0RcNJiDNd645WVb4Ymsu57z4C5uO6OkBLpqQwu9mDfS5HYCpbhf9Yu4j3LRUm+eQU6kM+BsuHy+uACajgVevmkj/GF2sfmXFQa78z2/scXtWKrbo148AQwARARFwyn0w9Bx9ZweXw+uzVAdgw/UjwBjgEYJaavHMp9RVKA4XTjcXtHtlTmdJy85U9wFM96rOB1oaaMrZoE/HD/e4n5uqm78zuapaFpmqvbhhyuqEMNUXca88646rvGV34mEfAmtFa8nPKw7r06ZgGDBLbxfubHnbHowQplrgiSeeYO3atUybNo0DBw7w8ccfs379ep577jlKSkq48cYb/d7XHXfcQWZmJvPmzWP//v18/PHH7Nq1i9tuu42DBw+yYMGCZtssWrSIzz77jCFDhrBv3z4+++wzVq1axaefforFYuHqq6/G6Ww9RlogaCv23Bo9QaVJIiAlnIBU/YHPUVDn1QrtcMlsPKQr/ScMjKF/TAhRbmGAO3IrvR/08C/6dPp09XfKJH1e3uZj/jsEPQO7W2UvQ7gZQ7DJU5jK936Dr7M5OVKmP+RmxIcxPElPtLwnv9p3Xgj3G3zcUEgYjhY64aiHcv8HIASeKE4Za2YFFUsOUvj0Rsre3o3tYKW+ggRhM1NUUcq9qIKssDu/ipeWZ3LeK79wzku/8NHGHJxu7oIZg2P59s+zGJ8W5XnQqlzY+F94dx68MApWPu5ZNCGyP9zwHUy5Se+GJBExuz+x143EEO7WjxoHVd8couCJ9ZT+bw+16wtwVno+hJ48NJ4vb53BuMZ+GPQR+NX7qrnon2t4beVBduVVIbu7I6LT4aZlGMdd4bE/V9ZP8L8L4OXx8MPfIWuFmqC/m6EoCjWrcrHs0F+AI05PRzK2IBKhis27B4XxIvr/8dyMOI+qrd4wGiT+NiOCf5tfIFBSn3tqAxNQJs1vvbOz7lSrpYFaPe2LP4LD4tsx5R7K141CogQqzlILVd8dovCZjdSszNHC9zBA9KVDCZ2c5HW7qnoHb685xJkvruaOj7dT5pbr8oopaTx76TjvYahOuyoCvXsR/Hc2hnL9nmGXMyixP03tFguFz2yk4suD2AvqvN5vkiKD+PiPJzLIzd254XA5c175hd+9s5GfD5RQ6JZTJj4kXu2P0QSX/Q9GXKDvrDoXPr4G/n0SbPkf2GoZGKmLal9nu4UYdiGOwnot/5xkNhA0Qh9EcLbgmKqos3u8uJ8/TndMuuel86DyqF4dEdT8ckPO1Jom52FM0hGPTVoSphRFIbOouQhW6keRDBQFKnNUcaEHhmcLmuNeedajkEd+HYrL90BStpswNc5tgL68zk5BVQsDH+V6YReiB0C/cXrbfQC/l9FKQoa+i8Ph4JVXXgHgtddeIyxMd4ksWLCAd955h9WrV7N582YmTZrkazcAFBYW8v7772M2m/nnP/+JyaT/2//xj3/w0Ucf8f777/PMM8+QmKiXPH7uuecAms2/+OKLueCCC/jqq69YsmQJF198cbv8zQJBUyx79Be6wPQIJLMBc1IImAzglMGlYNldRsg4z/CNdVllWhx+gNHApPRoJEliXGoUPx9QE3t+s6OAWUOahH1YKuHwr3p74Enq75RJsPsLdXrPEpj9ELhVsxL0Dizb3EaL09QbvzlFv/Za95ahOFzNyn9/u7NAEy3Cg0wMjAslMlgXGPKrrGw5WsGk9CZujsocOLpOb6dOhoBQVaAqbQjJ2vU5nHJPe/x5vRrZ6sRRXI+zuB5HYT32o9XY82o1N01TAgZGEnXeIJTEYA6U1pFZXENmUS3bcirZerTC60g1qCPn9507gnNHJyBVHoUDB6BkP+RvhdyNUJXjdTvMITBzAUy/FczBXlcJHhlL4IAIqlfmULuuQL3GAbgUrHvKsDZcD41RgQSkhGFOCcOcHEb/2CA++90JfLQ1j+e2fEHja4giB7L1aCVbj1byjx/2ExViZnRyJKNTIhmdEsHAuFBSznoB06cn4mwQSbYFBXJavQUqj8C6V9UfU5A68t9vnJrQN364+qAaGt+yW6iDsBfUUf39Iaz7dbdJwIAIQiYntrAVlNTYeOOXbP6bna9pCRFI3JRto3r5EcJmpngPv3JYYcdHnLf2YSSDfsw7aq4h4NP93HP2cPrHek+4DkDMIJh1F/z8lNre/y28cRquBP0lobEqH+CZ/FzkmOpSFEXBVWnDUVCHLbsK6/5yr4KGMSqQmCuGEThA/0wr6+3sKahmy5EKfj5Qwpajlc1C54LMBv4+ZyTXnNBfF6WcNjWMO3cTZK2EQz97FmRpQB55NRV5VyMXqWezYpep+62Aut8KMMUGETQ8hoD0CALSwjFGBSJJEv0ig/ny1hn8/YtdLN2e3/A3wvK9xSzfW0xE/FZoSKcWZorFJStquLApAC59B9a+DCsW6u7Pwh3w1W3wzZ1cnD6WxuDzLzO/4NbxtxIWEEZX4u6qNyeFYk7Qv6f2nBoURfEqBm5zG7gMDzRx6rB4Xv9ZHSTanV+N0yVjMjbxVuz+Up+OGQQRDQnsk8aq/ycg0vQ2ZY4HaPRltCRM5VdZvd6HSmtbGCioyoVtH8DWd/WwwrBEmDgfpv5BDeUW9EjchamQCQnYj9aArIBTxlFUT0Cy9+/aATdx88RBsZTX28kpV69hGw6VM3e8j8qhmcv16fih6nncSO5G9cLRBff/jkYIUz749ddfqaysJCMjgwkTJjRbfskll7Bjxw6WLl3aqjD13XffIcsyp556qofABBAYGMj555/PW2+9xXfffcf1118PwKFDh9izZw/BwcHMmTPH6/G/+uorli5d2ieEqSPVR/g2+1sGRg5kYORA0iPSPez2gvbHnldL3To9jjlouPpSLxkNhIyOpX6bKjBVLztM4KBILQynqt7BE9/u1babPjiWoAYh4fxxyZow9fmWPC6elMqUxlLgskvNA9P4ABgYAWknqtMj58KPD4IiqyNQv76gjoL3wotyR6AoClaXlXpHPfXOeuod9VicFuqd9VgcFm1evbNhfuN6TdZtnHbIDkySCaPBiMlgwijpvwONgYSaQ7WfMHMYoQHq74iACMIDwokIiCAiMEL9HRBBsCkYW3YV9W7ui5CGXDTBo2Kp/NKA4pCR651U/XCEyHMHIjXkoymutvLKCj13xAXjkgkwGUiKDGLaoFgtf8gT3+7j7Rum6NX6nHb44T604dyYQZA6RZ0ee5n68A/w2z/V8y/BLfdUH0BRFPV/bnEi1zuR6x0oFieyxYmr1oGryqb+VNtxVdqQ3cLd7CjUNPxUN/zUoFCJQkVsIOURZopdNRT+bz2F1VYtAbYBmQjqiJFqGSjVESXVEUktUVItoyMsnBBrJdVYgXFVPnyV51/J5PBkmHwjTJoPYQmtrm4IMRM1ZxDhs1KoXZNP3ZYi5BpPy72r0oal0oZlt5sTS4IR0ZVICbqjU7Z7hhhW1jv49WApvx70DLOJSB8JIWqlrldikjm5/hBG3EZgnVbI26T+uBMQpgpUESmqSBUap/4OS4CQWAiKhMBw9ScgTP0x+G+UVxQFxebCWW7FUVinigMHKz0e0AGMsUHEXjVc+06CWoWosMrK/qIa9hZUs+lwBesPlWm5wQACgEcJJlGRqF5+lJrVeQQNDiMoXSYgMB+j4yCGwq2Q9RNYq3C/2r/guJgf5cmws4DvdhUwZUAMpwxLYFxaJEMSwokLC/B84T3pr6o7cv83art4D7I5CQLU+5YxfxuEDYIoz2cL4ZjqOBRFQbHLyBaHeo2pc+CqtOGssGq/HQX1XpML2xuvKyYJx5hYKgeFU3CohLytR8mrsJBZVEO+l6IXEjKR1BEj1TBncADXjgklwfUNfH8EKo6ognDpAV348Ua/cXDGQgyDTibBKVO7roCalUc9ctA4y6zUrsmHNar4JAWbMMcHY4oLxhQbzJMZSZwbF8FzW49ysFx3+1oppjGL566jCqMe+p4BsaEMig9lQGwo/aIuYuAZUxiz51kic1bofXLZOe/QZl5MS6HGaKDOWc+St2ZwdfhQiB2spkMIS1Bz24UlqtOB4R36DKU4ZGrX6jn9zKlhBA7UnSbOUgvWveUEj/S8Trpkhf/8rLtFTsyIZVRKJCaDhFNWqLU5+WRTLled4Bb+W5qpPhc24u4um36bmjQeCDZuJI5HqHHNwyaPVB1dPtiZ692ZtflwBVef0BD67bSrrupDq+HA96qQSZPBmNoiWP2MGk4+5SaYdAPEtVzkQ9C9sOfXejqm0sIxJ4Zo8+q3l3gVpkprbSzbrbsgR6VEUlJrI6dcTdL/9Y4C78JUdb4+GA/q+ZwyUW+XZ6nn27Bzmm/bgSiKQoWtgryaPPJq1Z8Kq2e19FBzKFW2Ko9KoceCEKZ8sH37dgAmTpzodXnj/Mb1jndfb731lse+GqdHjx6N2Wz2uo2/x+8NbC/Zzj+3/1NrS0gkhyXTP7w/scGxRAdFExMUQ3RgNNFB0YQHhBNsCibYFEyQKUj9bQzCbDBjNBg9Rkf7IoqigKygOBUUp4zicCHXOnDVOnCWWrBlVaqj4Q1vjIYwM6FT1dEnl6xgnNaP6m3F2FGoLKvjt6fXUp4cyi5cLC+spNotYeRtJ2WgyAoSCuePiuZf37uorKklSq7l2f/s5pR+Tk4IyWd4+QpC6nS3g+OEWzCYgjGC+lA1ah7s+kxduGKhetEeehYkjITINDUXVXC06i4wBaqhG91QuJIVGafsxCk7ccgOj9/epq1OKxaXBYvTgtWpVtuxOBvaLmuz+c3EpQYxSWn6sNSNMClGQl3BhA0IIUwOIVwKI7Y0lbA14QSbwpBGODAelQlwBaNs2Y1zVzjWqCgOOcysLrRjc6mfs0GCK0Yk4iqvBtnG70cHcyS7lEDJgeNoFvc+uZKZSS5GGXMYUraCIJsuEFSMnI+t0oLRIGEeehmRvzyH5KgHayXKv6ahDDwVJXkiSsxglKAYCIpACYhAMQaAZFbzFklGFMkEkgH19moARUFRQEFBcYEiy8iKmvxZlhUUWUFWFBRZDWGTFX2+oqhV2mRZ/b7KTieyy4XiklFcMrLL2TDtQnbJ6jJZBpcLWVbbuGRcLidOWcbldOF0uXA5ZJwuJ7LThcvV8ON04ZJlZNmJ06Wo2ypOFMkFuFBw4cKJjBMZFzLqMgUnCi4wqr8VXEiSExMuTMiYcRKMjVjJTio2gqrtBNfYCcJGMHaCzHaCJTvB2AiXWrC1WwB/6x5ED1STXg8/VxW3jcf+qGOMCCTynIFEnDkA28EKrPsrsB6o8MiX4oEC/wr5AGdDmFmsI4p7Kk9mE0bW42QPLnyZ/WuLTiF0oCpMHTQ7ONF4B2dZyznFsI3phj2ESD5G6O21ULRL/fETqxSCjWBcUgBOyYwL9cdJAC5MuJQAnJhwyGacLiOyIiFjcPuRkE0GXEjYMeAMMOEyBmJ/w4BDlrE7XFjsDhxOJ0ZkDCgEoXASCqdKMgaTTCB24gNlJsWZCC2uAJcVA3UYpEoMWdVI2b6vVYohhOLUBawtmQwV6kulrMD6Q+WsdwsfjwgwkhAaSFyImbjQQCKDTYSZ7uKshDAmFqvJ011uUpfh52fg+0dxGYMISEygUR0o3/AuFTs3oJhDUQLUHwJCwRAARjMYA5CMJiSjGQxmMJqRGn4wmDBIRpAkJIMBSTKozx6SBEjqdUKSUCQJFFC0ZQYUbbmhYV1JvYI3+dcoKFqeIUVuWC7LDdOKfv2ps2M9WoNkkDAnhmAIMyHJCjI0XHPAqSgoLhmXS2m4nshY7C62FVZTZXcyOCKIlJAA9RguBUV2IrkUZNmB0ngdcThwOZy4HE7C6vcQbDtCHXFU0Y9aORq58VrjcOJyOFAUBbnhquJAxoGCS2q8zjRcawwOaLj+OCUnTpyAeo0xKy5MO1yYd6rXmdHYmCLZCMFGsNlGiGQjFGvD9aWeKKlOF31zGn78wRQEw+fA5JvUFAMNzxaSyUD4rBRCT0jCsr2E2vUFOHKbu6sUixP70RrVZdHAGOAtjGwihC+wsz50DwGxq7Xlsj0Gu0NmX2EN+5rlVfodQ6WzuNb4IxcY1xEp1RGiKMyrreWdSFX8ed9kY+ahFaRnLvP6J8mSEYcpHKcpFKcpHKcpDJc5HNkUgmIMRDEGqs9SRvWZSjEGIpmCkEyBSOYg9TsgGVAUA4piRHEBsgGXBZy1Thy5Fpw1LhTJiIIB+hmxVtZTk1qJPa8OBwpH389D6h+OMzaISgkKbQ7W5lWSV15P/4av543DEgitOsLvhtn5dV8OwdhZ9tVOnFslxoRXk1a/h5iCXzHIaoidYgqmfvRNGKqtyBYXcsCpBJgnE+hQhf0g42aCjJtRFDPO3Uk4XklDiemHEhSKYg6mHjNVdgOlmSUsMFkwImNEwYSTcCxE7qqjqFgi2lGMuSYHqcWCFRLal9Zp0V2wMYMgZbLqhAlPVt1dQZENAwgN1xhjgPocazBp14r2RFEUDhbXUm11Mio5QhtA7ixkuwvbwUrMCSGY4ry7mLsCRVZQ7C5kmwtXmQVHQR01q/Vqj+YkNfdp8Ng4TZiqXZ2L7JSRBkVQH2Ki2OViT0kd764/gsWhnh/RIWbOHJmIUZL4fIu6vx/3FPLXDzdw7uAgBoXaiJNLCS7ajGHr/8DRIIQFhKsCVEAoZMxWB2oAFv9OzbE4YKY6QBWWpK5jCmzTueKUndQ56qi2V1NcX0xRXRFF9UUU1hVqIlRebZ5feRdLLaVtFqYkxWfijb7NggULeOGFF7jjjjt4/vnnmy3fvn0748ePZ+LEiWze3HLOm3nz5vHFF1/w0ksv8ec//7nZ8iVLlnDhhRcyb948Fi9WK8a8/PLL3H777Vx00UV8/vnnzbapqqoiKiqKmJgYr4nT/WXUqFE4y62s/vtnvlfycobcVFyizW66uKX2zdJbDJf08uxSKy/Ljcvfj3bxeXT7naoGRTXyGpWGH9TqSAYUjI3x8GiZZpCUJm0v05K37dzXUVr/e9sXz2NJXue2H80vgwoG1P8pKPo/yI8+1CtBZCv91Ifzhn2bcTHIkI+ZVhIGuvVIPbKk7Uc/duMytHVkqeGZvmF54zO+ItFk3bbNkwGnBHI3FMt6MpKiYFZQHxwVMKNgVBRMgElRv8+mhmXu/3lJOxOgVgkmW0nWlgBEU8MAqchtjrdzXKelc7ot37kW99dCR3xt13L/2nZOtu1YLSxrw9+FIUANczEFqglCzcGqYAC+84qBT6G2JQFXF/RlFIesCvsuNaS50FyG06A7Ju7Ju5FTqidr7RoU9uPiAC724yILmXxkGrOVBKe9iSlMvTfKzjAURxSgnnPB2AnBSgjqi3YgDkzalapvPMIpGJCVSFxKHAoBgEI5CiUo2I7xfxBBPf2kcnIDHdgaHGSvFxYzw6I6bP4WH8s3YWoeoH5OJ4nOlnPE+HP09vqU/DqWH1/n9upzW68dbT9eO63TarclFFOQGgIcGKb+9vPerbhkFJsL2dFwnWgh/0wjdslBYYA+UCK5gqk/dBtOR8vFBABMOJlsOMBJhh2kmQ/w9/Q6VexsIMHpJFhRCFAUAhvuib35KeSQkkS5EuExz4BMhpRPhNRywvX2wKaYKSeCciUSBYlYqYo4qQITza8jx3JdUDyeaX1/9/QnG+/719/dvGwv+e6X+/rejtzm+76P/bW2XcvLFf077m2lVr4Ax/a85PvdRn92VNzeDZWGv9m/T7+MSGpRQ2ADcJBIGVIL71P6uSE1aTfvvwxYDWCRwN5CVdxjJfO+TDKiMti9e/cxbyscUz6orVVHPEJCvOctCA0N9VivvffVnscHVYDyxr59+zBJRk56eJ7X5b445HPst2X2S6WESMduja81GKiVJBwNP33jUbyvc6DZnH1d0IveSOOYvEFpnG4Yo28QbLV5iqJNSw1td69hU3FaFeNUUU8GZAnVYeFl2tXtXqn3N5sj0uwL2kKQFMhjhn/yWIPTTXOvyEqzp0gj4EShzGCn2uyjNLSg3WnqNb/SqRCuqMJiidFCdYNglYlA0LlISCQ6YjDLDwIKDsCBep1wAq6GH/en8KNA4xC2ZK5CMujP2X3vHD7qde5Br3MFgp6F//7ojsOAOvBrVhSMeBofZMBR6uBotffvYWsIYcoHjSOtXit0uC3vqH21tk17IUkSAcGBmBJbSBzqhSFtPmLbEjGG+dgyK0tNhpiRkdHmHgm6J+Kz7b2Iz7b3Ij7bY6MxUD+MUOKJ7tK+tERf+lzjG376Cn3ps+1pBLRpK/1pWXy2vRfx2fZeevpna6s9qhlojhUhTPkgPFwtXVxX5708eX29agd1r9bXnvtqbZvG+f4cH2iTna4n0OgE661/X19GfLa9F/HZ9l7EZ9s7EZ9r70V8tr0X8dn2XsRn23vpy59t384A3QL9+6vVHnJzvWdbbZzfuF5776s9jy8QCAQCgUAgEAgEAoFA0B0RwpQPxo0bB8CWLVu8Lm+cP3bs2A7ZV+M2u3btwuFonuz5WI4vEAgEAoFAIBAIBAKBQNAdEcKUD2bMmEFkZCRZWVls3bq12fLPPlOr2J133nmt7uvss8/GYDDwyy+/UFxc7LHMZrOxdOlSDAYD55xzjjZ/4MCBjBgxAovFwjfffHNcxxcIBAKBQCAQCAQCgUAg6I4IYcoHAQEB3HrrrQDceuutHrmenn/+eXbs2MHMmTOZMmWKNv/VV19l+PDh3HvvvR776tevH1deeSV2u53/+7//w+nUS0rffffdlJSUcNVVV5GUlOSx3YIFC7R13AWtzz//nK+++oqBAwdy4YUXttvfLBAIBAKBQCAQCAQCgUDQmYjk5y1w//33s3z5ctauXcuQIUOYNWsWR44cYf369cTGxrJo0SKP9UtLS9m/fz8FBQXN9vXiiy/y22+/sXjxYoYPH87kyZPZvXs3u3btIiMjgxdeeKHZNjfeeCPffvstX3zxBcOHD2f27NmUlpby888/ExQUxHvvvYfZbG62nUAgEAgEAoFAIBAIBAJBT0BSFEXp6k50ZywWC08++SQffPABOTk5REdHc/bZZ7Nw4ULS0tI81n344Yd55JFHmD9/Pm+//XazfVVUVPDQQw/x5ZdfUlRURGJiInPnzuWRRx4hJibG6/FdLhcvvfQSb731FllZWYSGhnLyySfz6KOPaln7BQKBQCAQCAQCgUAgEAh6IkKYEggEAoFAIBAIBAKBQCAQdAkilK+Pk5SURF1dHf379+/qrggEAoFAIBAIBAKBQCDogRw9epTQ0FAKCwuPeVuR/LyPU1dXh8Ph6OpuCAQCgUAgEAgEAoFAIOihOBwOj6Jxx4JwTPVxGp1Su3fv7uKeCAQCgUAgEAgEAoFAIOiJHE8ObOGYEggEAoFAIBAIBAKBQCAQdAlCmBIIBAKBQCAQCAQCgUAgEHQJQpjqISxatIhTTz2V+Ph4wsPDmTRpEu+//35Xd0sgEAgEAoFAIBAIBAKBoM0IYaqH8NNPP3HBBRfw7bffsnXrVq644gquvfZaPv74467umkAgEAgEAoFAIBAIBAJBm5AURVG6uhM9nc2bN/Pjjz+yYcMG1q9fT35+PoGBgVit1ha3s1qtPPnkk3z44YccPXqUmJgYzj77bB599FFSU1NbPe65555LcHAwixcvbnPfGxOUieTnAoFAIBAIBAKBQCAQCNrC8WgLoipfO7Bw4UKWLFlyTNtYrVZmz57N2rVr6devH3PnzuXw4cMsWrSIr7/+mnXr1pGRkdHiPiorK0lLSzuergsEAoFAIBAIBAKBQCAQdBkilK8dmDZtGg8++CBLly6lsLDQr22eeOIJ1q5dy7Rp0zhw4AAff/wx69ev57nnnqOkpIQbb7yxxe3feecdNm3axB//+Mf2+BMEAoFAIBAIBAKBQCAQCDodEcrXAUiS1GIon8PhICEhgcrKSrZs2cKECRM8lo8bN44dO3awadMmJk2a1Gz7JUuWcPnll/Ovf/2LG2644bj6KkL5BAKBQCAQCAQCgUAgEBwPx6MtCMdUF/Drr79SWVlJRkZGM1EK4JJLLgFg6dKlzZZ99NFHXH755bz++uvHLUoJBAKBQCAQCAQCgUAgEHQlIsdUF7B9+3YAJk6c6HV54/zG9Rp54403uO2223j77be54oorjumYjeplU7KyslrNZSUQCAQCgUAgEAgEAoFA0BEIYaoLOHr0KIDPynuN8xvXA3j++ee5++67ee211zjllFO0XFZGo5H4+PgO7rFAIBAIBAKBQCAQCAQCQfsjhKkuoLa2FoCQkBCvy0NDQz3WA3j55ZdxuVzcfPPN3Hzzzdr89PR0Dh8+3OoxfcV5+nJSCQQCgUDQU1AUBUmSurobAoFAIBAIBII2IHJMdQGN+eZ9PUR7y0d/+PBhFEVp9uOPKCUQCAQCQW+k3lHPDd/fwDmfn8O24m1d3R2BQCAQCAQCQRsQwlQXEB4eDkBdXZ3X5fX19QCEhYV1Wp8EAoFAIOhpvLPnHTYVbSKvNo87f76zq7sjEAgEAoFAIGgDQpjqAvr37w9Abm6u1+WN8xvXEwgEAoFA0JwfDv2gTRfXF3dhTwQCgUAgEAgEbUUIU13AuHHjANiyZYvX5Y3zx44d22l9EggEAoFAIBAIBAKBQCDobIQw1QXMmDGDyMhIsrKy2Lp1a7Pln332GQDnnXdeZ3dNIBAIBIIeQ9NcjXaXvYt6IhAIehrv732fC7+8kE/2f9LVXREIBII+jxCmuoCAgABuvfVWAG699VaPXFPPP/88O3bsYObMmUyZMqWruigQCAQCQbdHVmSPdomlpIt6IhAIehJVtiqe2vAUWVVZLPxtIfWO+q7ukkAgEPRpTF3dgd7AN998w8KFCz3m2e12TjzxRK39wAMPMGfOHK19//33s3z5ctauXcuQIUOYNWsWR44cYf369cTGxrJo0aJO679AIBAIBD2RSlulR7ukvoSUsJSu6YxAIOgxFNUXebQL6woZFDWoi3ojEAgEAiFMtQMlJSWsX7/eY56iKB7zSko8R3GDgoJYuXIlTz75JB988AFffvkl0dHRzJ8/n4ULF5KWltYpfRcIBAKBoCfikB2UW8s95okE6AKBwB+qbFUe7YK6AiFMCQQCQRcihKl24Prrr+f6668/5u2Cg4N59NFHefTRR9u/UwKBQCAQ9GJK60ubzWvqghAIBAJvlFnLPNr5dfld1BOBQCAQgMgxJRAIBAKBoAfi7UUyv1a8XAoEgtYpt3i6LQtqC7qoJwKBQCAAIUwJBAKBQCDogXgToYQwJRAI/KFpGHBBnRCmBAKBoCsRwpRAIBAIBIIeR2FdYbN5IhxHIBD4Q1NhSojaAoFA0LUIYUogEAgEAkGPw5sIlVeb1wU9EQgEPY2mwpQ3oVsgEAgEnYcQpgQCgUAgEPQ4vOWEqbHXUGOv6YLeCASCnkRTYaqovgin7Oyi3ggEAoFACFMCgUAgEAh6HEeqj3idn1WZ1ck9EQgEPY2iOs8Kni7FRamleaVPgUAgEHQOQpgSCAQCgUDQo6i115Jbm6u144LjtOn95fu7oksCgaCH4JJdFNcXN5sv8kwJBAJB1yGEKYFAIBAIBD2Kg5UHtelQcyinpZ2mtfdV7OuKLgkEgh5CmbUMp9I8bE8UTxAIBIKuQwhTAoFAIBAIehTurqghUUMYETvC6zJB1yErMpsKN1Flq+rqrggEHvhKdH6g/EAn90QgEAgEjZi6ugMCgUAgEAgEx8Kusl3a9LCYYQyPGa61D1QcwCk7MRnEI05XYXFa+NPyP7G5aDMxQTF8N+87QswhXd0tgQDwLUxtKNzQyT0RCAQCQSPCMSUQCAQCgaBHsb1kuzY9Ln4cg6MGY5DURxqby8bR6qNd1TUB8Hnm52wu2gyo1c8apwWC7oC7MJUYkqhN7y3fS7W9uiu6JBAIBH0eIUwJBAKBQCDoMVTZqjhUdUhrj4sfR5ApiIERA7V5+8pFnqmuZGfpTo92ubW8i3oiEDTnaI0uXJ+SdgpRgVGAGn66uVCIqAKBQNAVCGFKIBAIBAJBj2FHyQ5tOjowmrTwNACGxgzV5h+oELliupLS+lKPdpm1rIt6IhA053DVYW16YORApiRN0doinE8gEAi6BiFMCQQCgUAg6DE0DeOTiIDVyQABAABJREFUJAlQXzAbcXdECDqfEkuJR7vcIhxTgu7DoWrdcTkwYiBTk6ZqbSFMCQQCQdcgMoMKBAKBQCDoMXgIUwnjtOn08HRt+kj1kU7tk8CTpsKUcEwJugv1jnqK64u1dnpkOkmhSVr7QMUBKqwVRAdFd0X3BAKBoM8iHFMCgUAgEAh6BC7Z5ZG/aFy8mzAVoQtTOTU5KIrSqX0TqFidVmrsNR7zyixCmBJ0D7Iqs7TpQGMg/UL7MTByIHHBcdr8TUWbuqJrAoFA0KcRwpRAIBAIBIIeQVZVFnWOOgCMkpFRsaO0Zf0j+mvTFqelmWtH0DmUWkqbzRPJzwXdhR2leo664THDMUgGJEnyyDO1vmB9V3RNIBAI+jRCmBIIBAKBQNAjcA/jGxo9lBBziNYODwj3cD3sKt3VqX0TqHgTpkQon6C74F48YWz8WG3aPc/UxsKNndongUAgEAhhSiAQCAQCQQ9hd+lubdr9pbKRSYmTtOnfCn7rlD4JPCmsL2w2r8xShsPl6ILeCASeeAhTcfo15ISkE7Tp7KpsSuqF41IgEAg6EyFMCQQCgUAg6BEcqtKraQ2NHtps+Yn9TtSmhTDVNeTX5jebp6BQWNdcsBIIOpNyazm5tbla213cTg1PpV9oP629Ond1p/ZNIBAI+jpCmBIIBAKBQNAjOFx9WJseEDGg2XJ318OhqkNUWCs6oVcCd7wJUwD5dd7nCwSdxc4SvXBCXHCchxAlSRKnpp2qtX88+mOn9k0gEAj6OkKYEggEfmFz2fju0Hcib4tAIOgSqmxVHkm0B0QOaLZOangqsUGxWts9bEfQOeTV5nmd70uwEgg6C/fE52PjxiJJksfy09NP16Y3FmzE6rR2Wt8EAoGgryOEKYFA4Bf/2vYv7l59N1d/ezXZldld3R2BQNDHcA/jCzWHEh8c32wdSZIYnzBea28r2dYJPRO44y5ABRmDtGlfgpVA0FkcKD+gTY+KG9Vs+fiE8QSbggGwy3aPYgsCgUAg6FiEMCUQCPzizV1vAiArMi9seaGLeyMQCPoa7jmjhkQNaeZ2aGR03GhtOrMis8P7JfCkoK5Am56UpCejd8/tIxB0BZmV+vVgSNSQZsvNBjMTEydq7Q2FGzqlXwKBQCAQwpRAIGgDolqNoKOptFaysXAjDllU8hKorDi6Qps+Oe1kn+sNihykTbu7rAQdj8VpweK0aO2pSVO16azKrK7okkAAQJ2jzsO1NyS6uTAFMDlxsja9p2xPh/dLIBAIBCqmru6AQCDoedhle1d3QdCLsTqtzPtqHiWWEk5LO40XT33RpztG0DfIq81jb/lerX1a/9N8rjswcqA2nVubi81lI9AY2KH9E6hUWis92lMSp2jTWZVZOGUnJoN49BR0Pgcq9DC+YFMwyWHJXtdzr/Z5sPJgh/dLIBAIBCrCMSUQCFrF7vIUohwu4WIRdBx7yvZQYlFdeStyVrAqZ1WX9kfQ9bi7pQZEDPBwRTUlLTxNEz9kReZI9ZEO759ApcKmV0EMN4czNGYoRskIgEN2iM9C0GWszl2tTY+MHYlB8v4K5B7iV1hXSI29psP71ttxyA7+/uvfufGHGzlYIcQ+Qc+mqK4Ip+zs6m70SoQwJRAIWqXSVunRbipUCQTtifvLLajilKBv82ver9r07P6zW1zXZDAxIGKA1v455+eO6pagCe6OqaigKAKNgfSP6K/NEzm/BF3FT0d/0qZPS/PtuEwKTSLUHKq1xTl7/Hx58Eu+yvqKjYUbuX/N/V3dHYGgzSzatYjTPzuduV/OxeaydXV3eh1CmBIIBK1SYfUUCqrsVV3UE0FfoMrmeX41Pf8EfQun7GRr8VatPSNlRqvbnDngTG36o/0fiVxlnUS5rVybjg6MBjxDo9zDqQSCziKnOscj31xLocCSJDEsepjWXpmzskP71hf4ZN8n2vTust1d2BOB4Ph4fvPzABytOcrnmZ93cW96H0KY6iGsXr2auXPnkp6ejiRJPPzww13dJUEfoqljqs5RR52jrms6I+j1ND3fmjqoBH2LfeX7tITaJoOJMXFjWt3m0qGXauF8xfXFHm4JQcfR1DEFnqFR7lXRBILO4pe8X7TpjMgMUsNTW1z/rAFnadNfZ3+NS3Z1WN/6Aia3gggCQU9FURSPtghNb3+EMNVDqK2tZeTIkTzzzDMkJSV1dXcEfQxvwkC5pdzLmgLB8dNUmGrqoBL0LT478Jk2PTp2NEGmoFa3iQuO45wB52jtD/Z+0CF9E3jifq+ICowCPKufibAoQVfgLkzNSp3V6vrnDDxHy41WaillR+mODutbX8BclefRFnlKBT2Reme9R1tCFOVpb4Qw5YXNmzfz1FNPMW/ePFJSUpAkiaCg1h+ErVYrDz30EEOHDiUoKIjk5GRuvPFGcnNzj7tP5557Lk8++SSXX345gYGiupCgc2laaQk8QzYEgvakqRDVVKgS9B1ya3JZcnCJ1p47eK7f21414iptemvxVnaUiJfLjsb9XtEYyucuTOXV5mnuN4GgM7A6rWws3Ki1Z6bMbHWb6KBoJidN1torj4pwvuPB3OQFvtRS2kU9EQjaTpmlzKMtK3IX9aT30q41e//3v/+15+4AGD9+PGPHjm33/bbEwoULWbJkSesrumG1Wpk9ezZr166lX79+zJ07l8OHD7No0SK+/vpr1q1bR0ZGRgf1WCDoWMqtzUUo4ZgSdBRNhalqWzUu2YXRYOyiHgm6ijd2voFTUavfpISlHJMwNTpuNOPix7G9ZDsAT294mnfPfddnNS7B8VNUX6RNRwepwlS/0H4YJIP2EF9cX0x6RHqX9E/Q91iTt0ZLUhxiCmFiwkS/tjs17VTWF6wH4LeC3zqsf32B2ibGkqL6IvqF9euazggEbaTM6ilMiUHT9qddhanrr78eSWofW5uiKEiSxEMPPdTpwtS0adMYN24cU6ZMYcqUKX6Fzj3xxBOsXbuWadOmsWzZMsLCwgB4/vnnufPOO7nxxhv5+We9MlB5eTnl5S2/2EdERJCQkHB8f4xA0A54G93yJlYJBO1B05u9gkK1vVp70RX0DXKqc/jq4Fda+w9j/4DZYD6mfdw64VZ+v+z3AOwo3cGXB79k3pB57dpPgYqiKB6JjRudUiaDidigWEosJYAQpgSdh6IovLX7La09K3UWZqN/15CpSVO16f0V+6m11xIWENbufewLVOLpLCmpLYCE8Z3eD0VRyK7Kpn94f7/PA4GgkaaOKfEe1P60qzC1aNGi9twdoDqmOpt77rnnmNZ3OBy88sorALz22muaKAWwYMEC3nnnHVavXs3mzZuZNGkSAC+//DKPPPJIi/udP38+b7/99rF1XiDoAIQwJehMvOWUqrRVCmGqDyErMo+se8TDLXV+xvnHvJ8T+53ImelnsuzIMgCe3fgs05OnkxQqcjW2N0X1RR73ilGxo7TphJAED2FKIOgMNhVt8gjhvW7kdX5vmxGVQXhAODX2GmRFZlvJNr/CAAXNqZA8haniqsNd0o8n1z3Kh5mfMSg8jcUXfqUVyBAI/EEIUx1Pu34j58+f35676zH8+uuvVFZWkpGRwYQJE5otv+SSS9ixYwdLly7VhKkHH3yQ+++/v8X9Ggwi3EDQPWh6MQZxQRZ0HBXW5sn2hWW6b/Hhvg9ZX7hea9824bZjdks18tcpf2VN/hrqHHXUOGr4+69/5z9n/EeEhrYzO0t3atP9QvsRGxyrtRNCEjQ3lRCmBJ3Ff3f+V5s+IekExsb7H4FhkAxMSpjEqtxVAHy8/2MhTLUBi9OCBc9qZsU1OZ3aB1lWuPPT7Sy3qoU0smtyWJH1HWcOOfbBDkHfpWkon3gPan+E8tEObN+u5q+YONF73Hrj/Mb1QBWdTCZTiz9CmBJ0F4RjStBZOGSH95xm4nzrM2wr3sazm57V2rP7z+bcgee2eX9JoUncO/Verb2hcAMvbXnpuPooaI57gulx8eM8liWE6GkJhDAl6Ax2le5ibf5arX3TmJuOeR8XD71Ym16Vs4r95fvbo2t9isqdnzabV1Jb2Kl9+Gp7Pl9sO+Ixb9v2bzq1D4KeT9NB+gprhUiA3s4I5aMdOHr0KACpqalelzfOb1yvLdTW1rJt2za2bduG3W6nsLCQbdu2sWfPHr+2HzVqlNefrKysNvdJ0DdQFMWrMNV05EAgaA/KLGUoTUZXAYrqirysLehtFNYVcueqO3HKaghfXHAcD0578LjzV16QcQFnpp+ptRftXsTSrKXHtU+BJxsKNmjTU/tN9VjmLky5J0gXCDoCl+zi8d8e19qjYkdxYr8Tj3k/J6eezLDoYVrb3YEl8I/S7//abF6xtXOr8i3fW4TJWO0xr95S7WNtgcA7Td97XIqLaps4j9qTThGmHA4Hu3btYuXKlXz55ZesXLmSXbt24XA4OuPwHU5tbS0AISEhXpeHhoZ6rNcWNm3axIQJE5gwYQIFBQX8+9//ZsKECZx7bttHkQUCf6hx1GCX7c3mC6FA0BEU1nkfSRUvs72fCmsFf/jxDxRbVEeNSTLx3MnPERMUc9z7liSJhTMWagm5AR5e+zDr8tcd974F6vc2q0of6DoxyVMESAlL0aa3F28Xo8yCDmXR7kXsKtultW+feHubxG1JkvjD2D9o7R+P/OjzHiXwguyi1Nj8/17cyaH5ChBq9HRd17ksndoHQc/HW1oTMUjfvnRY1reSkhLefvttvvnmGzZs2IDNZmu2TlBQEFOnTmXOnDnMnz+f+Pj4jupOh6Io6ui+r5te4/Lj4ZRTTjmu/ezevdvr/FGjRnmdLxA0UlznPewivzYfWZFF6XVBu+IrzEe8DPRuauw13PLTLRyqOqTNu/eEe5mY6F9pd38IMYfw8qkvc+U3V1Jpq8Qu2/nzij/zr9P/xeSkye12nL7IiqMrtOn+4f1JDfd0kE9Pno5RMuJSXBRbitlRsoPxXVCVS9D72Vu2l9e2vaa1zx90PtOSp7V5f7P7zyY5NJn8unxciosXNr/A0yc93R5d7f1UHqXU2PwZscTR9oH6NqFAsKmcOrdZFXKdz9UFAm94E6HKreVkkNEFvemdtPsbZWZmJldeeSVpaWncc889rF69mrCwMKZPn855553HVVddxZw5c5g+fTohISH8/PPP3H333aSlpXHVVVdx8ODB9u5ShxMeHg5AXZ33i1x9fT2AR7U+gaCnkOOWpDI2SE9ma5ftXkcPBILjwZczSghTvZcySxk3/XCTR/LsP437E5cNu6zdj5UansrLp71MsCkYAKvLyv/99H8euWgEx85PR3/Spmf3n91soC46KJrJibr49+ORHzutb4K+Q6W1kjtW3aGFAieGJPK3E/52XPs0GoxcN0qv5vftoW/5Nvvb49pnn6E0k1Jj8yITtYqDekd9p3VDQSHI6Fntt1LpZHFM0OMRjqmOp12Fqdtuu43Ro0fz6aefMmvWLN58802ysrIoLi7ml19+YcmSJbz77rt89dVX/PLLL5SUlHDw4EHeeOMNZsyYwSeffMKoUaO47bbb2rNbHU7//v0ByM3N9bq8cX7jegJBT8JdmBoeO5zIwEitnVeb1xVdEvRi3B1T7uE/IpSvd5JTk8P131/P3vK92rwrhl3Bn8b9qcOOOSFhAq+e9iqBxkBArRp1y/JbRM6pNlJYV+iR+Hx2+myv652RfoY2vfzI8nZxkwsEjdhcNu5YdYf2XGKQDDw28zEiAiKOe99XDLuCCQl61e3HfnuM/Nr8495vr6cskzIvwhRAiaWk07ohyxBg8swFVIUI5RP4j8Vpod7ZXEwtt4jCPO1JuwpTb775Jn/60584evQoP/74IzfccAMDBw5scZtBgwZx00038dNPP3HkyBFuvvlm3nrrrfbsVoczbpxafWbLli1elzfOHzvW/zK1AkF3wV2YSgtL8xALcmu9i7ECQVvJrdHPKfdQn6K6Im0UXNA7WF+wniu/uZLD1Ye1edeNvI77TrjvuJOdt8bUflM9nFNOxcl9v97H85ueF+fZMfJF5hdawYL+4f0ZG+f9WWd2+mwk1M81vy6f9YXrO62Pgt6NU3Zy1893salokzbv9om3tynhuTeMBiNPzHyCULOaM7bGUcOflv+JCmtFu+y/11J6wKtjCjq3OmetzYnR6OmQqjaI67zAf3xFiIiK0e1LuwpT2dnZvPjiiyQnJ7dp+5SUFF566aUeVyluxowZREZGkpWVxdatW5st/+yzzwA477zzOrtrAsFx4yFMhXsKUznVOd42EQjajHuOoRnJM7QXWafiFA69XoJLdvGfHf/hjz/+kSqbHl5x6/hbuWvyXR0uSjUyPXk6b531lkdy9UW7F/G7Zb+jpL7zRvN7MjaXjY/2f6S15w6e6/PziwuOY0bKDK39/p73O7x/gt6PU3bywJoHWJWzSpt3QcYF3DDqhnY9Tmp4Kn8/4e9aO7sqm/9b/n/UOUSuIp+UZlLSDYSpSosdyeT5OdUbwOHqHUW4BB2Pr5A9IUy1L+0qTCUlJXWr/XQWAQEB3HrrrQDceuutHrmmnn/+eXbs2MHMmTOZMmVKV3VRIGgz7m6GtPA0BkUO0tqZlZld0CNBb8UpOzlSc0RrD48Z7iGEZldmd0W3BO1IYV0hNy27iVe2voJLcQEQaAzk6VlP88dxf+w0UaqR0XGjee+c9xgcNVibt7loM5csvYTlR5Z3al96It9kf6M9mAcZg7h06KUtrn/1iKu16Z9zfxaDG4LjwuaysWDVAr7O/lqbd0raKTwy/ZEOuZacn3G+R5jxrrJd/H7Z74VzyhelmeSZ9Dpb4S69Gmdniv+V9Q5kY/MwrFJLaaf1QdCzKagt8DpfDGK1L6Kclhe++eYbTjzxRO0HwG63e8z75ptvPLa5//77OeGEE1i7di1Dhgzh8ssv58QTT+TOO+8kNjaWRYsWdcWfIhAcFzX2Gg+XypDoIR7l1jMrhDAlaD/yavO0MCoJif4R/cmI0quduJejF/QsZEXmk/2fMG/JPDYXbdbm9wvtxztnv8O5g87tsr6lRaTx/rnvM2fQHG1eubWcO1bdwV9//qsYEfWBw+XgrV166oULMi4gOii6xW2mJ09nQMQAQE1I/MbONzqyi4JeTKmllD8s+wMrc1Zq805IOoFnT34Wk6HDio7zp3F/4srhV2rtnaU7ue676zzC0AWApZLa+hLKTLpjapLVqk13Zt7IKosDh8nabH5etRAVBP7hK3WJSGnSvnSKMFVeXs6ePXvYtWsXJSXd/yJQUlLC+vXrtR8ARVE85jX9O4KCgli5ciUPPPAAISEhfPnllxw+fJj58+ezdetWBg8e7O1QAkG35kDFAW06zBxGSliKhzB1tOYoVmfzm71A0BYOVupVWZPDkgk0Bno49IRjqmeyv3w/1313HQt/W0iNo0abf86Ac/jsgs8YFTeqC3unEmIO4cmZT3L/CfcTZAzS5n9/+HvO++I83t3zLg5ZhH248/H+jzlSrTocDZKBa0Ze0+o2BsnA/FHztfaSrCUcrOh51ZgFXcvOkp1c/vXlbCnWc7uemnYqr53+mlbUoKOQJIm/Tf2bhzh1uPowl399OatzV3fosXsUZQfJMesCoUE2Mspu19qdlfzc6ZKpsTqxGW3NluVUimq/Av9wH6SfYtHfe3JrckUhj3akQ4Wpiy66iMTEROLj4xkzZgzjxo0jKSmJtLQ0brjhBpYv7542+euvvx5FUVr8uf7665ttFxwczKOPPsrBgwex2WwUFhby9ttvk5aW1vl/hEDQDuwr36dND4sZhiRJ9A/vT4AhAFBdEO7ilUBwPOwu3a1ND48ZDsDgaF3Ud6/cJuj+FNYV8sCaB7h06aVsL9muzQ83h/PYjMd4+qSn26ViVnshSRKXD7+czy74jIkJE7X5NfYantn4DPOWzGN17mrxEIrqKPvX9n9p7UuGXMLAyJaL3TQyd/BczTUlKzLPbn5W/E8FfiErMh/u+5D538/3yFF00eCLeP6U5ztclGrEIBm4d+q93DZBryJeba/mlp9u4dWtr4oCCgClmRx1C+MLcISR6HRp7c7KMVVR7wAU6k3NP5OCSuF2EfiHuyPyRDdhyuqyipDQdqRDhaklS5ZQUlKCwWAgKiqKiIgIFEUhLy+Pd955h7POOouZM2eSnS1GwQWC7sjO0p3adKNQYDKYGBk7Upvv/sIpEBwPu8t0YWp03GiP3wBZlVnU2mubbSfoXlRaK3lpy0uc/8X5fHnwS61iG8DZA85myYVLWkyS3dWkR6Sz6OxF/G3q3wg3h2vzD1cf5pafbuGa765hTd6aPiumKIrCI2sfodqull8PNYfyf+P/z+/tzQYzf5n4F629Jm+NR44ggcAbhXWF/PHHP/LE+ic096JRMvK3qX/jkemPdGj4njckSeIPY//A07Oe1qp7Avx7x7+Z/918sqv6+LtNWSZHzGatabJHkuLUxaFDVYc65RpaVmcDgw2HofmxSmq85w0SCJri7pgabrcT6dJFVvciUYLjo0OFqc8++4zs7GxsNhtlZWVUVFRQV1fH2rVreeihhxgwYABr167lpJNOIj8/vyO7IhAI2sDWIr3K5Pj48fp0gj4thClBeyArMrtKd2ntUbFqeNeAiAGaOKCgeIhXgu5FcX0xz258ljMXn8l/d/4Xq0sfVRwYOZB/zv4n/zj5H8SHxHdhL/3DIBm4esTVfD3vay4deikGSX9c2lGyg5uX38w1317DT0d/wiW7WthT7+OzzM9YkbNCa9824TZig2OPaR+n9T+N6cnTtfZTG56isE6E1Qia45JdfLTvI+YtmcdvBb9p82OCYnjjzDe4esTVXSpynzvoXN4/933NBQiwo3QHl351KW/ufLPvVn4rPcC+wACtabDFMdSu/y8qbZWdkmeqtjCbE80bvC4r68TKgIKei81l8xCm0pxO0txE1saQdsHx06HC1Lx58xgwYAAGg36Y4OBgTjzxRB566CEOHDjA3/72N/Lz83nwwQc7sisCgeAYKawrJL9OF4wnJuqhLePix2nTGws3IisygmPD7rJTainlcNVhdpbsZGPhRrYUbWFHyQ72lu0lqzKLKltVn3FlZFZkag4MCUnLO2SQDB6uKffE2YLuQXZlNo+se4SzF5/NO3veweK0aMtig2J54MQH+PyCz5mVOqsLe9k2YoJieHDag3xy3iceQgqoL59/WfkX5nwxh3d2v0OVraqLetl5bCrcxBPrn9DaJ/Y70SPXjr9IksTD0x4mxBQCqGFQd666E7vL3sqWgr7EtuJtXPnNlTy+/nGP/HSnpJ3C4gsWMyWpe1S7HhI9hA/nfMj5g87X5tllOy9ueZF5X83rm7mnSg+yJ0AXpmRrP6JkmUS3F/oOTQWhKLD8ESZ9eQp3BnsvQFVq6/55jwVdT1ZllvaeEyArpDmcDHYTWUVKk/ajc32vTTAajTzxxBOsXLmyWZU7gUDQtazLX6dNp4alkhCSoLWnJE3BKBlxKS7KreXsKt3F2PixXdHNbo3dZSezMpN9Zfs4UnOE3Jpc9ac2lxp7Tes7QC3BnhiaSGJIIgMjBzIqdhQjY0cyKGoQZoO59R30ENxHwkfGjvTIPTS131TWFajn47r8dccUNiToGByyg5VHV/LR/o/YWLix2fKowCiuGXEN1468lhBzSBf0sH0ZFjOMf5/xb7YVb+P17a+zJn+NtiyvNo9nNz3La9te49yB5zJ38FzGx4/vtqGKbWVv2V5uX3m7lj8nNiiWhTMWerjJjoV+Yf2494R7eWDNA4Aq9D209iEen/l4m/cp6B1kVmTy6tZXPZx5oBZhuWfqPczN6H6hwGEBYTwx6wnOHHAmj6x7RMs70xgCPCtlFndMusOjgEyvxWGlqjyTvP7J+ixLGphgmN1BUUPuqT1lezgp9aSO6cO6V+HX55GAQqPR6yplDiFMCVrHXXjKcDgwoZ7Hjeyv2N+ux1MUhSpbFTX2GuJD4gkyBbW+US+hS4WpRmJjY9m1a1frKwo6hEpbJYqidLubvKBr+SXvF216RsoMj2WRgZFMSJjApqJNAKzKWSWEKaCgtoCNRRvZXLSZPWV7OFhxEKdyfElQrS4rR6qPcKT6CBsKdTt6sCmYiYkTmd5vOjNTZ3pUr+uJuAuhJ/Q7wWPZtORpvLTlJUDNe1ZprSQqKKozuydoIKsyi6VZS/kq6yuvVZUSQhK4ftT1XDzk4l4hSDVlfMJ4Xj/jdXaU7OCd3e+ooXyKGspncVpYnLmYxZmL6R/enwsyLuC8jPNICUvp4l4fP5uLNnP7yts1V6PZYObFU18kKTTpuPZ74eAL2V6ync8OfAbA19lfE2oO5e8n/F08k/RBDlUd4t87/s232d965KYDOH/Q+SyYvIC44Lgu6p1/nJJ2ChMSJvDK1lf49MCnmtPil7xf+CXvF85MP5M/jfuTR2GPXkfxHrYF6K+YijMEizMBTDDaZmN1iJqTa0vRFl97OD72fwfLHtCaR91yXSU5nRQ2CGPlroqOOb6gV+EuTA1pqCw5zK3C5L7yfcf9Hl3nqGPZ4WV8e+hbthRtwS6r+5eQSA5L5sR+J3Lh4AsZFz+uV98bO1WY2rZtG0899RRDhw4lPj4el8vFunXr+Pbbbzn11FM7sysCN8osZdz76708Mv2RTqtoIujeWJwW1uTpjgBvI1qnpJ2iC1O5q/jzxD93Wv+6C9X2atbmr2VN3ho2Fm70iEH3F6NkJCwgjGBTMC7ZhVN24pSdWF3WFsvTN35Ga/LW8I9N/2B4zHDmDJzD2QPPPu6Xxc6m2l7N+sL1WntmykyP5SNiRhAbFEuZtQyX4mLZkWVcNuyyzu5mn6XMUsZ3h75jafZS9pTt8brOsOhhXDXiKs4bdB4BxgCv63QIsgu+vxeqcuDMxyA2o1MOOzZ+LM+d8hyFdYV8tO8jPsv8zCOU72jNUV7d9iqvbnuVETEjOCP9DGanz+6RAvLnmZ+z8LeFmlPKKBn5x0n/8Mg1eDzcO/VecqpztGvAx/s/xiAZuGfKPRgN3p0Ogt6DoihsLd7Kot2LWJWzqtnykbEjuWfKPR7pBNqNvV/D9g9h4nwYema77TYyMJL7T7yfS4deytMbn/ZwlS47sowfj/zI6emnc93I63rni2bBdn4L1l0ezvpB2AhCViQmW23a/G0l23DIjvZ1fxfugsW/gwZhs9zcjyNmXUSYUW9lcUQYAFbJRrW9ultVhxV0P3aW6IWgGp1S7sJUjb2GI9VHGBA54Jj3LSsyXx78khc3v0iFrblQqqCQV5unDXqNiBnB3VPuZnLS5GP/Q3oAnSpM1dbW8sknnwBoF+HRo0dzxRVX8OSTT3ZmVwRN+Cb7G3Jrcnnp1JeOOYmpoPex4ugK6p31gFpxaWrS1GbrnJx6Ms9uehZQbfc5NTmkhad1aj+7gpyaHFYcXcHq3NVsKdrSqiMqwBDA0OihDI4eTFp4GqlhqaSGp5IYkkh4QDjBpmCvD6WNVt6i+iKK6ovIq81jf/l+dpft9urE2le+j33l+3h+8/PMTJnJNSOuYVrytB7xwLvi6ArtpTcmKIaJCZ4vIAbJwDkDz+G9ve8BqqtCCFMdS3F9MSuOrmD50eVsKtykuYLcMRvMnDngTK4YdkXXvVxteAM2/Fudlp1w9aedevik0CT+Mukv3DzuZn488iNLspawoWCDh9tjb/le9pbv5eWtLzMochAnp53M9OTpTEiY0K0Hg0otpTyx/gl+PPKjNs9sMPPUrKeYnT673Y4TYAzg5dNe5vfLfs+O0h0AfLjvQwrrCnlq1lO90nkngHpHPT8c/oFPD3zqUQG4kUGRg7htwm3M7j+7Y64tthr4+Gp1et/X8EApGNs3PH5YzDDePPNNVhxdwavbXuVg5UFAfdn88ciP/HjkR8bEjeGaEddwxoAzek94fv5WD2HKVZ+BgoFaghljs2BWFByShMVpYUfJDiYlTmqf49YUwYdXQGP13oBwXoxfSKb8sLbKRJuNb+UQLA35j3Nrcj0qTQsE7thcNo+iO+NtqrAaISuk2RVyAtRr05biLccsTJVaSrn/1/s9UgO0xt7yvdzwww2cNeAs7j/h/l4XPdCpwtTMmTMpKChgzZo1fP311yxevJj6+nouu+wy0tPTO7MrAi9sL9nONd9ew2unv9YjR3UF7cfSrKXa9JnpZ3qNbx4QOYCBkQM5VHUIgC8yv+i1rqmC2gJ+OPwD3x/+vtWqcOkR6UxOnMy4+HHHlQtKkiSigqKICopiWMwwj2U2l43txdtZm7+WX/N+9YhvV1C0kIGMyAxuGnMT5w48t1s7Dz7dr4sJs/vP9trX8zLO04SprcVb+4wQ2lkoisKR6iOszFnJ8qPL2VGyw+e6I2JGcH7G+Zw78NyuH8j49QV9OnNZl3UjyBTE+Rnnc37G+RTUFrA0eylLs5ZyuPqwx3rZVdlkV2WzaNcigoxBTEqcxLTkaUxOmszQ6KHd4sW03lHPB/s+4K1db3nkwosNiuXFU19sN6eUOyHmEP55+j/5w49/0Fx5K3NWcvW3V/PMSc/0jbw8fQBFUdhXvo/FmYv5Jvsbah21zdbptPtW2UHPtqUSwtq/YqgkScxOn82p/U/lxyM/8vr21zWBCtTw9Ht+uYdnNz3L3MFzuXDwhaRH9Ox3okM5azgYpjtnnbXq97dKCSVNqWeS1cpvwWo436qcVe0jTFmr4f1LVPcsgGSAS95i8w9BlITpwuYAh4NUp5PMhsTsWZVZQpgS+GRP2R4teiFQlhlh051Soy0yOQHqNWpT4SbmDZnn934PVhzk5uU3e1SmDDYFc0HGBZwz8BwGRw0m1BxKQW0BW0u2suTgEo90Hj8c/oFtxdt4atZTvco9JSldWPKpurqaO++8k0WLFvHZZ59x4YUXdlVX+iyjRo2ipL6ExIcTtXnh5nCePflZpqdMb2FLQW+lpL6E0z87XcuL8NZZb/msfPPO7nc011RMUAw/XvJj54bxdCDl1nK+zf6W7w5/1+JLenRgNLNSZzEteRpTEqeQGJroc92OIrsqm2+zv1Wdj7W5zZYPiBjAzeNu5pyB53S7pMJ7yvZw+deXa+1PzvuEEbEjmq2nKApzl8zVhNAbRt/AgkkLOq2fvZE6Rx3rC9arIaH5a1oMRU0MSWTOoDmcP+j87pUb5ZFocK8K+nD3qoyXXZnNj0d+5KejP7G3fG+L6wabghkVO4rxCeMZHz+eEbEjiA+O7zQn2pHqIyzOXMyXmV82CymYmDCRp096usPDhOsd9dy9+m5+zv1ZmxdoDOTPE/7MVSOuwmToFqlRBcfIoapDfH/4e74/9D3ZVdle15maNJX5o+YzK2VW55zzh9fA2+fq7du3Q/SADj+srMisPLqS9/a+p6VDaMrEhIlcOPhCTk8/nfCA8A7vU7tSW8K//juRf0ZHAWC2xVOefScAXwfcx2jDYT4MD+OJuBgAUsJS+Hbet8f3bOK0qaLUIbfqh2c9CdP+jwlPfIQz5XFt9pojOTwZG8PXYaEAXDviOu6e+te2H1vQq/nXtn/xz+3/BGCyxcqiwmJt2Uch8TyeqAqsMUExrLxspV/n8dbirdzy0y0eAz+npJ7C30/8e4v32O0l23l6w9MeDlODZGDBpAVcN/K6bhMhMWqUWlV79+6WB/K90aHC1OTJk3n55ZeZPr1lgWP69OlYrVa2bOmgJHgCnzSePHd9fBfPb35em2+QDNw95W6uGn5VtznRBZ3Dy1te5o2dbwDQL7Qf31/8vc8LbaW1ktM/Ox2bS7W2PjXrKeYMmtNpfW1vXLKLdQXr+Dzzc1bmrNTCy5qSEZnBaf1P4+S0kxkdO7rbuJEURWFdwTre3/u+1/LUY+LGcO/UexkTP6YLeuedB9c8yBcHvwBgbNxY3p/zvs913971Ns9tfg5QX+K/v/h7YoJiOqWfvQGHy8Hust1sKtrEmrw1bCve1mIoakpYCqf3P53T009nbPzYbidqAvBwZJN29xKm3MmtyWVVzirWFaxjY+FGLE5Lq9tEBUYxNHqo9pMWnkZquFol9Xg/jypbFXvK9rCuYB2/5P7i4eJoJNQcyoJJC7hk6CWd9vm7ZBcvbH6Bd/a84zF/eMxw7jvhPiYkTOiUfvQ2qmxVhJnDOuV+pSgKWZVZrMpdxbLDy3yKsmHmMOYMmsMlQy9heMzwDu+XB3u+gk+u1dt/WguJozq1C3vL9vLe3vf47tB3XnNKmg1mZiTP4KyBZ3FK6imEBYR1av/agnP3F5z1230UNyQYtxWfib3sNAA+C3mSyfJOioxGzkhLRml4v2hpALRVbLXwyXWQ9ZM+b9qtcOZj1DtcjH32GYJTPgRggN3B0rwC/hcRzj9iowEYHzeZd+csauNfK+jtXP3t1drg9O3llfyuqlpbliOFMWdAHArq4Nh7577HuPhxLe5ve8l2fr/s99r9X0Lir1P+yjUjrvHrfVtWZN7d8y4vbnnR4x3l4iEX88CJD3SL95FuK0wZDAYkSeKMM87gzjvv5IwzzvC63rnnnsvPP/9MXV1dR3VF4AP3k2f5keXc9+t9Hg/Llwy9hPum3oe5nePuBd2TGnsNZ352pmavv33i7fxuzO9a3Ob+X+9nSdYSQBVsPrvgsx43qp1Xm8eXB7/ky4NfUlhX6HWdAREDOGvAWZw94Ozu5RjxwaGqQ/xnx3/49tC3mvutkbkZc/nLpL90eXWj7Kps5i2Zp+UvemzGY8wdPNfn+vWOes5efLbm5rh+1PXcOfnOTulrT8TqtLKzdCebijaxuXAz20u2Y3VZW9xmSPQQZvefzez+sxkWPaz7D0z0IGHKHYfLwbaSbazLX8f6wvXsKdvjUwj3htlgJiUshX6h/YgJjiE6MJqowCgiAyMJMAZgNpgxGUw4ZScWpwWL00Kto5aiOjVn3aGqQxTUFfjcf7ApmKuGX8X8UfOJDopujz/5mPkl9xfuX3M/5dZyj/kzUmZw2/jbGBXXuSJCT+bDfR/y1IanGBgxkHfOeYfIwMjWNzpGbC4bmwo38XPuz6zOXd2iA3Nc/DguHnIxZw04q+tyiG18E75xc93e9COkNc+n2RmUW8v5JvsbPs/83KtADGq+yukp0zk59WRmpczqEne2Pyz94lruq94GgAmJygP3obhU19dnMf9icr1a8fnmxHjWNFTnOy00nZcuXgrHer+pOKKKUgXb9HljL4cLXweDgYPFtcx5768ExP4KwHm1dTxZUsbGoEBu7Kf+/0JMYay7ak33HHgRdCmlllJmfzpbe4b+JK+AEXZPAfmkQadToahV+64deS13T7nb5/4OVBzghu9v0KrbBhgCeOqkpzgj3bs+0hK7S3ezYNUC8uvytXlnpp/JU7Oe6vJ39m4rTK1bt46bb76ZnTt3IkkS/fr14/TTT2fixImkpqYiyzIrVqzg3//+N+np6WRne7f3CjqOpifPvvJ93LbiNo+X88mJk3nhlBd6XYI1QXP+s+M/vLL1FUAN6Vx2ybJWR+gOVBzgkq8u0ZL9Pjr9US4aclGH9/V4sbvsrDi6gs8zP+e3gt+alaYGSAhO4LyM8zhn4Dk94yXdC9lV2by69VWPBMYA4QHh3DnpTi4aclGXPZD9ecWfWZmzEoC08DSWzF3S6g110a5FmrvTJJn4YM4HXkP/+hqKolBQV8CO0h3sKtml/i7d1WJlR4CIgAimJU9jRvIMpidP77YvOz7pocJUU2wuG3vK9rCteBvbS7azs2QnxZbi1jdsZwZHDebiIRdzfsb5HSJeHCvl1nKe3/S8NvjhzglJJ3DliCs5JfWUbjFK3J05e/HZmlB0QcYFPD7z8Va2aB2H7GB36W7WF6xnY+FGtpVs09zT3hgeM5yzB5zNWQPOIjU89biPf9ysehpWPaG3r/kcBrdfUv+2oCgKu8t280XmFyw7soxKW6XPdYfHDGdWyixOSj2JMXFjusV3wOK0cNG7J5JnUF/kTw8ewhdbbgIgNMDIu/HvMbFMzWG6IiSY2xP1nF4fB49h5IVvQEBo6weSZdj2Hiy7H6xu1/yRF8K8N8CkppRYfaCEm1dcizFYPff/VlbO1dW11EoSM9NTcTU803186muM7N+8+rSgY8mvzSchJKHbDmZ/vO9jHlv/GABJTic/5OTzq2sMUw37CJLUZ6u/xp/J92H7ADWcb/kly70+x2ZVZnHjDzdqAy0mg4nXTnvtuNLmlFvL+cvKv7C1eKs2b0bKDF445QWCTcFt3u/x0m2FKVAvsu+99x5PPfUUe/eqVl73l7vGwz/77LMsWCDyhXQ23k6eUkspt6+83SOvTkpYCs+d/JwYoezFFNcXc/4X52vV+P4w9g/cNuE2v7b9+69/56usrwCID47ni7lfdIuXGm9kVmTyeebnfJ39tdeHPqNk5OTUk5k3ZB4zUmZ02xvmsbKhYANPbXyKzIpMj/mTEifx0LSHGBg5sFP7s/zIcu5YdYfWfu7k5zhzQOvluusd9Vy45ELN7TEkegjvn/t+l96Eu4LGMKydpTvZWbKTnaU7KbOWtbpdgCGAsfFjmZo0lekp07tVKOox43LAQjfXX2gC/DXT9/o9jAprBQcqDmg/WZVZ5NXmNXMQHQ+RgZGMjhvNrJRZzEyZ2W2TLm8u2swLm19ge8n2Zsv6hfZjzqA5nDPwHIZGD+2C3nVvau21TPtwmse8zddsPuZ8kFW2KnaVqqL39uLtbCne0mo46sjYkZySegpnDTiLQVHdrKjON3fBxjf09mXvwsgLuq4/TXDKTjYUbmDZ4WUsP7qcKptv0T3MHMakxElMSZrClKQpDIse1unXdUVRePTXv/NZtio8GRWFxzMe4ZZv1OI56bEhvBi9mAm576rrA5cnJ7E3UD0PZ9VbeM0SgHTqfTD6EjA3L7qDvV6toLjmZShqUsnxhJvhrCfA7e9+Y802Xj6oh2sukZMYlDwV1r3K1f0S2RGkVkVdUGXhhos+hLQ2hhMKjpknVj7Kh0c/pZ8pjm+uWNblLh9vuIfxXVdVzV/LK3nROY/kUInLbIsB2GNK4dr0YOyymhTd2+D8oapD3PD9DdozmkEy8I+T/uHXM29rWJwW7lh1B2vy9Mp+ExMm8ursV7ssP123FqbcWb9+PT/88APbtm0jJycHh8NB//79ufrqq7n88stb34Gg3fF18thcNh5e+zBfZ3+tzTMZTNw1+S6Rd6qXcs/qe/j20LeA+rLyzUXf+C0uFdQWcN4X52kX5vMGnceTs57ssL4eK3WOOr479B1fZH6hlSNvSnpEOvOGzOOCjAu6PMSto3DKTj7Z/wmvbH3FoxpSoDGQW8bfwrUjr+0UIa6oroiLl16sPWiPjx/P/875n9/XlfUF6/ndMj3E9NS0U3nhlBd6rsDSAoqikFebx/7y/eyr2Me+8n0cKD/gYd9uiWBTMOPjxzM5aTKTEicxJm5MrylQQHU+PN/ELXfy3+DUe7umP51EvaOe3NpccmtyKaovotJWSaW1kgpbBdX2apwuJw7ZgUN2YJSMBJuCCTIFEWIOISEkgaSQJJLDkhkeM5zEkMQecz9XFIVf837ltW2v+ayOOjhqMLP7z2Zmysxu4yLparYVb+Pa7671mPe/c/7XYq6uOkcdmRWZ7C3fqwnfTStMeiPYFMy0ftM4OU0NN4sPaf8qd+3GJ/Nhz5d6+8LXYfyVXdadlnDIDjYUbPArTBJUR/SkhEmMSxjHmLgxjIod1eH5qd7a9RYvbNarpN5Y7yR96g8s+FQVkCb2j+LRyK8ZnflPbZ1VFzzDbTtf1dqPl5RxQW0dBITDgBkQNwTMoaorqmQf5KwHR73ngQPC4LwXYOxlzfp04+KX2Virio9BUhwbrl2BlL0K3r2Ql6MjeSNKfcadbLGyqNION34PCT3Pge1wyZiNPSsUccw7eq7TBcNv5YYT/tiFvWnO7rLdXPH1FVq7MYzvevvdDBw5mYcO6ufbwzOvY3HeKgCSQpNYMneJFqKcU53D9d9frzmgJSSemPUE5w06r9366nA5uOeXezwiI0bFjuK/Z/63S/LS9RhhStD9aOnkURSFt3a9xctbX/bIUXNG+hk8PP1hIgIiOq2fgo7lpyM/8ZdVf9HaD057kEuHXnpM+/jvzv/y0paXtHZr+YI6GkVR2F6yncWZi/nh8A9eR3aDjEGcOeBMLhp8EZMSJ/WYF7Tjpbi+mCfXP8nyo8s95o+OHc3CGQs7NIdWrb2WG364gX3lqvU52BTMp+d/esxOjac3PM17e9/T2mekn8ETM58gyORllLUHoCgKZdYyDlUdIqsyi+yqbPaX7+dAxQGvJdV9kRqWypi4MYyJH8O4+HGMiB2B2dD9RiLbhaI98K9pzefftgViMzq/P4JOQVEUthRv4YO9H/DT0Z+0HHVNiQiI4MR+JzIxcSLj48czNGZo7/0utMD7e9/nqQ1PecybP3I+f5n0FyqsFeTX5ZNXk8fByoNkVmSSWZnZqvDRSIAhgHEJ45iaNJWpSVMZEzemWzofvLJoDhz5VW+f+yxM/X3X9cdPFEXhUPUhfsn9hdW5q9lStKXFIhagvgxnRGUwJm4MI2JHMCRqCEOih7SLs73aXs3zm55nceZibd5Yq423Ek/nnZg7eeJb9V5/xshEHgj4gP773tT/lr8X8buf/sSGhuqEobLMe/lFDHa0HIKuMfJC1SUVmeJ18bR3LqSWLADGhM/hg3lPQeFOeH0mOwIDuDpZrYAmKQrLc/JJCE+B36+C0Nhj/C90Hf/9JZsnvt3L9Iw43rx+MoGm7i/Gu2QX498dr7XPlAfx3A3Nw7W7kgfWPMCXB78E1PP5/YKihun/cMs5k5n00xVMNqi5pQ7P+DMXFX6t5Yk8f9D5LJyxkJ2lO/nr6r96pMdZOGMhFw6+sN3765JdPLLuEa2YEKjOqdfPeL3TIwqOR5jqHTEqgg5BkiRuGnMTY+PHcs/qeyixlADw45Ef2VO2h6dPerrV6gOC7k9hXSEPrXtIa4+OHc28wfOOeT83jLqBlTkrNdvrw+seJjksue2VVtpImaWMr7O/ZnHmYg5VHfK6zsjYkVw85GLOGXhOzyvF3A4khCTwwqkv8NPRn3jst8cotZQCsKtsF5d+fSk3j72ZG8fc2O4vcbX2Wm5bcZsmSgH8berf2hQ+dOfkO8mpydHKyv945Edya3J5fObjDIke0m59bm+cspPCukKyq7I5VHWI7Kpssiuzya7K1hJi+ktEQIQmQo2JG8PouNF9q0qh1UdoS8F2IUz1YiRJYlLiJCYlTqK4vpjvD33Pd4e+Y1fZLo/1qu3VLDuyjGVHlgHqQMSouFEMix7G0OihDIkewuCowV2XfLuDURSFzMpM3t3zbrNl7+x5p1nVQ3+ICozSrjmNjpxAY2B7dLfzqWmS/N/u/wBAVyJJEoMiBzEochDzR82n3lHPtuJtbCzayIbCDewu3d1MrFVQOFh5kIOVBz1eXBNCEtTvQeRg0sLTSA5LJiU8heTQ5BYHeSxOC7tLd7MyZyVfHvzS496V4nDyUlEJgSedS1GWnnMsPjyQMJNn/iiXIYDHZz3JvK/mUWOvoc5g4Pf9EliUX8QApw+xLSBMFaROvBmSfFcY3la8TROlAGanNjhUQlTRaYzNTorDSZ7ZhCJJLAkL5feVR+HT+XDtF9BDBNbXf85GVuDXg6W88GMmfzunk6tbtoGSmiKPtqsh2qK7UFJfwneHvtPaV1TXAHBQTqaaMIb3i2CVa5wmTCUf3sgNk27QKpovzV7K19lfN8td++C0BztElAIwGow8PP1hgkxBfLhPrUK5pXgLd6y8g5dPe7nHOOXbVZjat28fw4cf/xeivfYjaB+mJE3h0/M/5d5f7mVdwTpArWJ23XfX8bsxv+PmsTf3nBEygQf1jnr+vOLPWkhVsCmYJ2c92abwB6PByDMnPcNV31xFubUcp+zklp9u4cVTXjyu5H7+YHFa+Dn3Z77L/o7Vuau9jh6GB4Rz3qDzmDdkXueXpe6mzO4/m8mJk3lm4zNajjCn7OTVba+y/OhyFs5Y2G7/q7zaPO5YeYdH2fD5I+czb8ixi6Cghhb/4+R/cMfKO1iTr8bW7y3fy2VLL+OiIRdxzchrGBTZNTlNGkOtcmpyyK3x/J1fm9/q6LY3UsNSGR4znKExQxkePZzhMcNJCk3qMy4/r1grvc+v9s/tIej5JIQkcN2o67hu1HUcqT7C8iPLWZO/hq1FW5t9z6wuK5uLNrO5aLM2T0IiOSyZ1PBUUsNSSQlLITVc/Z0YkkhMcEy3dVkpikK1vZri+mJK6ksotqi/C+oKNOH7ePKRhZhCGBI9hNFxoxkTN4axcWNJDU/tHdccRWl+nbD3zMrgIeYQpqdM156z6hx1bCnawraSbews2cmu0l3UOGq8bltcX0xxfbFHfppGgk3BRAREEBEYQZAxCKfsxKW4KLOU+cxnONZq4/niUuIkEww6hfzN+7VlKVHBhIz7I7ZN/yRQcvK280zOqLGREpXEwhkLWbBqAbIiU2o0ctWADJ6KncZJDhlcTjAHQ1R/SJkEqVO8559yQ1Zkntv0vNZ21ffnpPSGgfQGYUoCzq+t4/Vo1TX2UUQY11VXE3j4F/j+XpjzbIvH6A44XTKltbr49+/VWT1CmDpSdMCjXYefDrlO4vXtr2uFHGIwcVadGj66VladQGnRwfzbPB74FABTwSb+NPxDNhRu0PIgNhWl7jvhvmOORDlWDJKBv039GxanRXN7rclfw10/38VzJz/XI97V21WYGj16NJdffjn33nsvo0ePPubtt23bxlNPPcXixYtx+GvjFHQKscGxvH7G67y5801e2/YaLsWFrMj8Z8d/+CX3F56Y+USHhv8I2h+7y85dP9/lIRTcO/VeBkQOaPM+U8JSeOnUl/jdst9hc9mwOC3c8tMt/GXSX7h25LXtWv3N4XKwJn8N3x36jpU5K30mYZ2aNJV5Q+Yxu//sHhvm1ZFEBkby+MzHOWvAWTy67lGK6tWRrH3l+7jy6yu5YfQN3DTmJkLNflTK8YKiKHyV9RVPb3yaGrv+cHxBxgUsmHx8BS+CTcG8MvsVntnwDB/t/wgAp+Lk0wOf8umBTxkbP5ZTUk9hStIUhkYPPW5nhKzI1NhrKLeWU1xfTFF9EUV1RRTVF1FYV6i1K2wVbT5GdGA0AyMHkhGVQUZUBiNiRjA0emiX5Ano9vhyTFXldm4/BN2C9Ih0bhpzEzeNuYlaey3rC9drL+h7yvZoYRbuKKg53PJq81jPeq/7jQqMIjYolrjgOGKCYggLCCMsIIxwczih5lDCA8IJM4cRaAzEbDRjNpi13wGGAC1vn6IoyMgev12KC7vLjsVpweayYXVasbqs2Jw2rC4r9Y56qmxVVNur9d/2Kqpt1VRYK7S8jv5w9YirOTP9TB5a+5BHvqiIgAiSw5IZEDGAIdFDtDCv5LDkLqvY2uFYKsBp9Zxn6xmOqdYINYcyK3UWs1JnAep963D1YS1XWGZFJpkVmT7FqkYsTgsWp0V7JmjtmDeYkrjh0EoCADJOgcAw8iv157LkqCCCYlK52PQcCZZsVsgTGFFeT0pUMLP7z+bhaQ/z4NoHAahxWbileAVzBs3h/8b9H/0j+h/T/+CNHW+wrUSvVOYoO4P+sQ33f5Pu8Lu8poY3oiJxSVBsMvFBRDg3VNWoSfGTRsOk64/puJ1NlcXzXVlR1OtMdxeP80qzPdqVSvcRhQ9VHfIIS/1DdS2NXqNfZNWhlxwVTHHYCKprQoiQ6jHIDgy5G/nX6f/i6Q1PszR7qZYCZ3z8eP5v/P8xLdlL2oEOwCAZeHjaw9Q76jW38Mqcldz18108e8qz3XagpZF2FaYeeOABnnvuOT766CPGjRvH1Vdfzcknn8y4ceMwm5v/I2w2G1u3bmXlypV88MEH7Nmzh9DQUB588MH27JagnTBIBn4/9vdMTprMfb/cR26t+vC/t3wvl399OX+e+GeuGXGNSDbaA7C5bNy+8naPUbJrRlzTrJJEWxifMJ7XZr/GbStuw+K04FScPLvpWX46+hN3T7mb0XHHLlo3Ummt5LfC31iTt4YVR1f4DH1KCE5g7uC5XDT4ItIi0tp8vL7ESakn8cXcL3hu03PaTdmpOHlj5xt8vP9jrhl5DVePuNrv3HKKovBL3i+8vv11dpZ6Vs+ZP3I+CyYvaJeXHrPBzN9P/DsnpZ7E4+sf98iNsqNkh0d10cSQRPpH9Cc6MJrIwEjCzGEYDUYMkgGjZMTmsnm8HDa+FFbaKrUf93x7x0NSaJIWjjEoapA2HR0U3S777xP4EqaEY6rPExYQxuz+s5ndfzag3vN2l+5mT9keMivVF/ODlQdbrSoHaN/9rKqsVtftjoyMHcnlwy7nosEXIUkSX134FWXWMpyykzBzWN8Uvb2J1z0klO9YMUgG7f7SmPdTURSK6ou070F2VTb5tfnk1eZRWFfoM2+bO8GmYMbGj+WM/mdwdv/ZRL46VV84WnVC51Xq4l9ypJrnxhUzhO9y1KT4uRUWTmhYftGQiwg2B/Pgmge17+U32d/w3aHvOL3/6Zw36Dymp0xvMXS03lHPK1tf8cg/6agew8DQCV5zL8W5ZIZVxbMnSk1V8mp0NDPqrQx1ONSqjXFDIb1jHf/HQ0V9c2G61uYkPKh7iw9FVTke7Qqp9etwZyArMg+vfVg7/1ODYrnskCpw2hUjv8kjiQsLIMhsJDY8hHVVIznLqOZHI3sV4UPP5LGZj/HniX9mX/k+UsJSyIjq/LQCRoORp2Y9hV22sypnFQArclbwwJoHeGLmE916wKFdhamHHnqIP/3pTzz++OP873//469//SuSJGE2mxkwYADR0dGEh4dTXV1NeXk5R44cwel0oigKkZGR3H777dx7773Ex3fjKh4CJiRMYPEFi3l207N8ekC1MdplO89uepblR5bz8PSHu+SLKPCPcms5d666k00NySYBTu9/OndNvqvdjnFCvxN488w3uWPVHdpo29birVz5zZVMSpzEOQPO4eS0k1usCKUoCvl1+ewt28vust38lv8bu8t2N7PHNhJqDmV2/9mcPeBspiVP65Tqcr2N8IBwHp7+MGcNOIuH1z6sVX6rtlfzz23/5H+7/8f5GedzRvoZjIkb08yB5pSdZFVmsSpnFd8d+q7Zi1yIKYQHpz3InEFz2r3vs1JnsbTfUr44+AWfHvjUI49VI0X1RX6N/rYHJoOJ1LBUUsNTSQtP035Sw1JJCU/p9GSUvRKfjikhTAk8CTQGMjFxIhMTJ2rzZEUmtyaXw9WHyavNI7cm1+P3sRQd6EoCDAHEh8STEJJAfLD6Oz0inUGRg8iIyiA22DORsyRJvbbyrN9Ue6lq2kND+dqCJEkkhSaRFJqkOasaccpOSi2lmkOv2latVvhsGMSJCoyiX2g/EkIS9OeszB+hviG8zxgII87H6nB5hJklR6n3vNToYLblVAJwtNyzwt7ZA85mUOQgHlzzoFZ5U1ZkLVdcsCmYUbGjGBU7in5h/YgNisWluKix17CnbA8rclZoqSkAZHss1sILGTGmyYDazDvg1xcoV8LYU3wdgdFvYFOqsUtwV1Iib+flEyM74KOr4PpvIXHk8f7LO4Sy2ubCVHmdvdsLU2VuycAByo2ubuH0enfPu2wp3qK17zQk0Pif/FkeTw0hDGw4j1Oigvnl6BhdmDrwHZz1OEgSCSEJJIQkdHLvPTEbzTx/8vMsWLWAVbmrAFXoDTGF8MCJD3T5/9oX7f7mlpCQwEsvvcRTTz3FJ598wtdff82aNWs4cOBAs3WTkpKYNWsWc+bM4bLLLiMoSITZ9BRCzOoL5qlpp/LQ2oe0xOjbSrZxydJLuGHUDfx+7O/Fy1c3Y0/ZHv6y8i8U1OlJP89MP5OnTnqq3Z1uY+LH8Mn5n7Bw3UKP6m+NOT4eW/8YMUExDIgYQHRQNEGmIBwuB7WOWgrrCimoK2h1NDvQGMjJqSdzzsBzmJU6q+cmYe1mTEuexhdzv+CNnW/wwd4PqHeqD4+1jlo+3PchH+77EJPBRHp4OtFB0UiSRKWtktyaXJ+f2Wlpp3HP1HtIDkvusH6bjWYuG3YZlw27jH3l+1h5dCUbCjewq3QXVpe19R34iVEyEhscS1JoEokhiSSGJKrToYkkhajzEkIShHu0o7FUep9fsk+NaeimD16C7oFBMtA/or/PMCGr00qZtYxSSyllFvV3pa2SWnstNY4aau211Dpqtd8O2YHD5cAu23HIDuwu9XdjCKFBMiAhIUkSBgxqW5IINAYSZAoiyBjkMR1kCiLYFExkYCQRARHa74jACCICIogKjCIhJIGIgIhu+5LRbfHmquyljqljxWQwaaKV3+z4RJ8ecgYERVJYqgt9kgRJkeo73oBYPS3AodLmYuDQ6KG8f+77LMlawlu73uJI9RFtmcVpYVPRJo+BVV8EKv0oOzIfXKGM7NdEmJr9EN86J/O3VfXUEEqqZT65Qa+ofTIZuLFfIq8WFZNqqYB3L4Qbv4eYrslZ2RLeHFPldXbSY9uWeqGzqGiSo8whqYPmTUX0zmRj4UZe3Pyi1j67/xmc/tunWvsrlxqK1+j8S40O5jPXBDAvUlcoz1YrPvYb22l9bg2z0cyzpzzLLctvYX2hGqr+6YFPCTQGcveUu7vlfaPDLAXBwcHMnz+f+fPnA1BSUkJxcTFVVVVERkaSkJAgnFG9gFmps/hi7hc8vv5xrYKBU1bDf77J/oa/Tvkrs/vP7pYnf1/CITt4a+dbvL7jdY88GxdkXMAj0x/pMHdRTFAML5z6Amvy1vDatteahXSVW8uPOTlrbFAs05OnMyNlBqekndLm3EeClgkxh3D7xNu5ftT1vLf3Pd7f875HTgqn7FQdUT5MK42clHoSfxz7R8bGd+7NeniMmiD8T/wJWZEprCvkcNVh8ury1PA8ayUWpwWX4tJy5gUYAzxeDhtfCqMDo4kKiiIqUP0JDwjv1lboPoMvx5SjXn1IFJX5BMdBkCmIlLAUUsK8l6L3l+7gBBA0oUkokTpP5KZrE/XlsGeJ3h6jJnh2d0MlhgdhNqr3zMEJeujowWLvYqDRYGTekHnMzZjLqtxVfH/oe37O/dmv0NtAYyDXjriO/349CMWpfu9GJUd6riRJJI6YTvUqtaDT0bz+/N9FN/P6jtcByAowc2lKP+4or2ReTRGm/82FG76HyOO7FrQ35XXN8zGX13WvCnfeKHOUQ5NHqJzqvC4Tpg5WHGTBqgVawYz44Hjui54EtjcBsBuCWC6rbtuU6GDtdz5xbJEHM9FwUN3Rni+7lTAF6vfh5dNe5g8//kFLzP7e3vcINgXz54l/7uLeNafTYl3i4+OFENVLiQyM5JmTnuG8Qeex8LeFFDZYNPPr8rlj1R1MSZrCXZPvYmRs97TC9nbW5a/j2U3PcqBCdy0aJAMLJi3gupHXdcoD84yUGUxPns6O0h38cPgHVhxd4ZELqCVSwlIYGTuSsXFjmZ4ynSFRQ8RDficSGRjJLeNvYf7I+fxw+Ad+OPwD20q2+XxANEpGhsUM08IqjzVpaUdgkAwkhyV3qFtL0AX4qsoHkLNeCFOCboG4X3VDKg43m6WU7EOy10PA8RXJ6HNs/xAaKpgREgfDzgXgcJnuhhoYpw8gZsTrwlR2aS2yrGAweP+OGA1GLVec1Wlld9ludpbsJLsqm+L6YipsFZgMJoKMQQyIGMC4hHGclnYaOWUyL1h+adiHxPj+Uc32PSxJd1HV2V3MSZsPklqRDaDWYGBhXAxvR4ZzeXUFF759NpHXfNmt7iveHFNlPUCYKlaa54c9UHSQ8YmdL+ocqDjA75f9nkpbJaCGRr906ktEL9GL82wImo6lXnX8pUY3OqbU68Q3rhN0YWr3l3DaA93OrR1iDuGfp/+T3/3wO63g1Rs73yDIFMQfxv6hi3vniUjCImg3Tko9iSVzl/D6jtd5d/e7mvK8sXAjl399OWcPOJtbJ9xKekR6F/e0b7C3bC8vb32ZX/N+9ZifFJrEYzMe44R+J/jYsmOQJIlx8eMYFz+Ou6fcTZmljP3l+ymsL6TKVoXNZcNsMBNsCtZs5KnhqX4n2xZ0LGEBYVw89GIuHnoxTtlJZkUmhXWFVNoqcSkuogKjiA+JZ1j0MFH9UNA5+HJMgRrOJxAIBN7wIkxJiqyG4vTv3GejHo2iwKZFenvitWBSa5i5h+kNcBOmBsXr01aHTF6lhbSY1sXAIFMQkxInMSlxUqvrbjx8WJse2S+CsMDmr7thgSbSY0M4UqY6u/YU1HDL+FsYFDmIhesWag7xHLOZZ2OjeVFRmPT5+Zw0Zj4nDruIjMiMLg/X95ZjqqKbC1OKolAiNU+tcLgks9P78nPOz9zzyz3UOdRz1SAZeHzW44yx1EHuBm29txxnadODGoTVRoHqO9cJPGB+X11YngW5myBtSif9Bf4TERDBf874Dzf8cAMHK1Uh7ZWtrxBkDOK6Udd1ce90uo0w9f3337N69WoURWHy5MnMmTNH5JzqgYSYQ1gwaQEXZlzIM5ue8aj69v3h71l2ZBlzBs7h92N/z8DIgV3Y096JrMisyVvDO3veYX1B89LX84bM467JdxEeEN4FvfMkNjiW6Sndt9qJwDcmg4kRsSMYETuiq7si6Mu05JiqLem0bggEgh6GmzDlVAyYpIZqqzm/CWHqWDj8K5Q1CgoSTJyvLyp1d0zpwlNooImUqGDyKlXX9e78ar+EqWNh4+EKbXrKgBif641JidSEqY2Hyzl3TD/OGXgOExMm8uq2V/kq6yutEq9TklgfYGT9/vdg/3uEmkMZHTea0bGjGRw9mIzIDAZEDujU3LruyeUb6e6hfOXWcqyG5kWMCqqPdlof6h31PL/5eT7e/7E2T0LisRmPcfaAs+H9S7X5rv4zWHFAr+49qEFk7RcZjNEgkS/HsV4ezgmGhsGwjf/tlsIUQFRQFG+c+QY3fH8Dh6sPA/CPTf8g0BjI5cMv79rONdAthKmHH36YRx99lIyMDAIDA3nuuedISEjgzTff5Kyzzmp9B4Jux6CoQbx++uv8mvcrz29+nswK9cYlKzJLs5fydfbXnJp2KvNHzWdCwgRhdT9OjlQf4ausr1iatdQjsXkjExMmctfkuxgTP6YLeicQCAQdQEuOqdrOqb4oEAh6GJZKsOjCxaeuk7nStFJtbH5H/d1/erd9uexWbHpTnx48G2L0AedD/8/eWYfHUbV9+J6VuLsnbeqpuxulSItLKQVanOIOLx8v7vbiTvEWKRSoQEuh7q6pJY20cfdkszvfH5PszGYltrF27uvaK3NmzsyeJCtzfud5fo+FMOWlPIuBUb5mYerA6SLO798Mo/VGEEWRHSdl79IRcf52+47qHsiy/dI989Zk+ZxQz1CeH/c8dwy6g8XHFvNr4kIKai0rCJYbytmWuc1iEVhAIMIrgjjfOCI9I4nwiiDSK9JsJRDoFujU+U5WiXXkUa4NsaozkVZqW4BKq0i1ud+ZGE1GliUv4/2975ttZwDcde68NvE1JkdPhqQ1cHyV+Vh631ugzgnFRacxV5d00WmI9ncnJb+Cb2vPZZRLnTB16Fc47yXw7Dgjd0cEuQfx2fTPmPfXPLOlygvbXqC4pphbB9za4fPxTiFMffzxx7z66qs88sgjAJSUlPDmm29yySWXsG7dOkaNUlcvuirjI8czNmIsK06u4MO9H5JeKhlOioj8m/4v/6b/S5+APlzT+xou7H6hWsWviYiiyLHCY6xNX8va9LUczD9os19CYAK3DryVqdFTO/zDRkVFRcWpOBSmctpvHCoqKl2HgmTzZoXoyo/GKbIwVZAEfz8FOje4bz94h3bQILsA+UmWpufDbzJvVtYYSVWYn8cHWxapGRjlx58HJWFg/6lGKqg0k/SCSgvBZriDiKkx3eVjR7JKKKqowc/Dxbwv0iuS+4bex92D7+bA7k9Zt+UNNrnqOOqix2TjnlpE5HTZabseqq5aV0I9QglyDyLYI5hg92DzdpBbEEEeQQS7B+Pn6teke/asYmthKrPIeRWI24KtGVtt7j9Ze4oaYw0uWhebx1tDuaGcP5L+YGHiQnOkUD29/Xvz8oSX6enfE4y1sPL/5IMxY9jnNhKQTMO7BXqiVfihxQd7kZJfwUrTCMpdgvCsyQNjDexcAJMecfrv4SzCPMP4fPrnzPtrHtkV0iLee3veo6S6hIeGP9Sh88VOIUyVl5dz1VVy2JyPjw/PPvssbm5u3HfffWzdavtFrNI10AgaZnafyflx5/PnyT/57MBnnCw+aT5+pOAIz2x5hld3vMqkqElMj5vO+MjxqkilQBRFTpWeMpfJ3Z613ULtV6IRNEyMnMgNCTcwPHS4KkipqKiceZzepUZMqaioNJ+cRPPmCTGCfWJ3ckQ/QoQiuU9tlRQ1MfT69h9fV2HDW1CX5kZgD+h1vvnQsexSxLpsLXe9lthAS2FqUJRcJW//qWKnVq5cc1RelIgP9iTY29Vu3/hgL4K8XMkrq0YUYdvJAs5LsI7e0mq0DB4+n8GR47jvhzlUZKZzyNWFfa6uHPPyJzkgipMV2dSYHKfRVRurSStNsxs1VI9OoyPANQA/Nz+LqsABbgH4ufrh7+aPn4sf2VXJCDp3RKMHiHoAMosbr1zYUYiiyD9p/5rbdxYWscDXhyqNBgNGtmZuZWLURKc8V1FVERszNrI6dTWbTm+iymgp2Ok0Om5MuJH5g+aj10p/Oza+BTmH5E7nvUTifrlyZK8wSxuU7sGe/HMEDOjY7DuTc3O/kg5seR9G3Q5undcjN8o7iq/O/4r5q+ebxbqvD39NZnkmz497Hg99xxSB6BTC1NixY9myZQtxcXEW+2fPns1zzz3XMYNScTo6jY6L4i9iRvcZbDi1ga8Pf82OrB3m45W1lfyV8hd/pfyFu86dCZETmB43nbERYzuFJ1J7kluRS2JBIofzD3M4/zCH8g6RU+k4AqCHXw8uib+EGd1nEOyhVsBUUVE5Q6kshM+mOu5TkQcmI3SwOa2KikonI1cWpo6LUYho+Mc4RI6aqqeyABU7FKbC/h/k9oSHLD5rEzPlqmu9wrwtokwA+iuEqeJKA6n5FRYG6a1hdaK8KHFOX8cRb4IgMLp7gCKdL9+mMGUmfCDctgaPn+cxImUDI6qqobgEMk9jnPgIpwddRXJZOuml6WSUZUiP8gxOl52mtKa0yb9DramWnMqcRu/7XWKhPr5INOkRje7kmty5YcWXeLt64+3ijbde+unj4iO1XazbXnovWZxpQ345/gtHC+XCJNPKKznk6so6DykQ4X+7/seg4EH4uvrau4RNCqsKSSpKIqkoiaOFR9mdvZuk4iSbfQUELuh2AfcMuYco7yj5QMYeWPeq3B5yPUQOJXGlbILeN9xyLqqsMPm16XzOdVkMNWWS/+X2T2Bi542aAkmc+uaCb7jt79s4UiD9X1alriKrPIvXJr1GpFdku4+pUwhTEyZM4N577yUiIoJJkyaZ9ycmJhIT0/GlxlWci0bQMCl6EpOiJ3Gi8AQ/HP2BZcnLzFURQBKpVqWuYlXqKrSClv5B/RkZNpKBwQNJCEw4I4QXo8lIRnkGKcUpnCw+SUpJCiklKSQXJZNfld+kawwMGij9LaMm0cu/lxodpaKicuaTuKzxPqIJyvPUVBwVFRVLFBFTR03SxHSVaTizsRSmjPnJqLK2HTb+D0xS5W38YmHAVRaHj2TJIkzfMOuFZR83Pd2DPUnOle77950qcoowVVplYGuyfP88rRFhCmC0wmdq3bEmFM3wDILrf5NEjA1vSN81plq0a18m5tBvxFz0NvSzjrQrrSkloyyD7Ips8irzyK3IJa8yT9quzDXvayzqyh6CxoCgMQAl7MltfsSwTqPDQ+eBh94Dd527edtDV9dusK3X6NFpdOgEnfRT8RAQqDZWU1lbSWVtJVnlWezK3kVigfzeG1dRSU+DgVuKis3C1ImiE0xfPJ1R4aOI9o4m0D0QraBFQMAoGikzlFFuKKe0ppTcilxyKnLIqcgxV1B0hLeLN5fEX8LsPrOJ8WmgLZTnwY/Xy69p32jJJwo4rBBZ+4VbRkD1UbR3ZINp8u1oNr4p7dj0LgydB16de77q7+bP59M/59H1j7I5YzMA+/P2c/nvl/PIiEe4oucV7Tq37BTC1Isvvkh1dTVTp05l5MiRDBs2DJPJxIoVK/jiiy8av8BZxD///MP06dOJjo4mRVEOtavSw78HT45+kkdGPMKm05tYlbqKtelrLUQqo2hkX+4+9uXuM+8LcQ+hX1A/+gT0IdYnlljvWGJ8YpqtsrcVVbVVFFYVUlBdQF5FHpnlmeZHdnk2meWZ5FTkYBSNzbpud9/uDAsdxvDQ4YwMH0mQe1Ab/QYqKioqnZTaJnpolGWrwpSKiool2XKqzjFREqbWmAaz3DiSGVo5OiI37QjOs+Q+gyg+DXu/l9sTHoQG0TbKiKk+NoQpgEFRfmZhak9aEZcMbn10xvpjeRiMUg6hv4eeoTF+jZ4zqZcsHCTnlnMip4weIV4OzgC0Opj6fxA/BX69DYol/1xyE2HBeTBsHkx9ysIA29vFm94Bvekd0NvuZUVRpNRQSl5FHgVVBRRVF1FYXUhRlfXPjNI88isLELTOqcJXa6qlpKaEkpqSxju3Ej+jkf/LlwoQDK6u4briEr7zlUSeitoK1qSvcXR6kwl0C2RS9CSmxUxjdPho21FhNRXw43Xy/1DQwKUfgZsPOSVV5JbKZvJWwlSYNzqNQK1JpLrWxPH4ufTe+blkM1BdAv88C5e875TfpS3xdfXlg3M+4KVtL/HzsZ8B6f/w7JZnWZ26mmfGPkOYZ/t8GjpVmPrzzz/ZvXs3er2ehIQEpk2bhqur/dzeekpLSzl06BC7d+82P/bt20dFRQXXXHMNQ4YMYfDgwQwZMoTZs2c7c8hdioyMDObOncv06dNJTExs/IQuhKvWlakxU5kaM5VqYzVbMrawKmUVG05voKi6yKp/TmUOOek5rE1fa7Hfx8WHEI8QAt0DJUNB92D83fzx1Hni6eKJp84TLxcvXLWuaAUtGkGDRtCgFbRoNZIqbzAZMJgM1JpqzdsGo4EaY41ZrS83lFtsl9SUSEJUVQEFVQVU1rY+xzvEI4R+Af3oG9iXPgF9GBg8UBWiVFRUznoqSwtokgNhddvfYKuoqHQhSjKhVK5cfMhUX0VO4B7DveSJXzNX9zcAHqVtXyWsS7LpHcngGcAnEgZZzstEUbQUpsJt++wMjfVnyR7JJHxzUp5ThrbigPy/ndInBJ1W0+g50QEe9Av3MUfGrDqcRY+QHk17wtixMH8T/PMc7PgCqDPW2vUVHPwVxt8Po+8EfdM8cwVBwMfFBx8XH7rT3WHfT9Yl8fKfR0AwMK6XO6dL8kgvKgBtFfPGh9I9VEtJTQmlNaVWD+V+sX7M7UScJox3T+0murbWvO+RgiKo9eLXUC8qGlQ/bCq+rr7E+8YT7xfPgKABDA0dSox3jONoH0MV/HAtpG2R9537PHSbAMDutCLz7ghfN0J83CxOd9Nr6RnqbX6978vX0HvK/8Gfj0od9nwHQ66DmNEt+p3aE51Gx39H/5ehoUN5edvLZoFyU8YmLv/9ch4c/iCX9rgUnaZtY5qccnWDwcBFF13EqlWrLPYHBwfz4osvcssttzgehE7HoEGDGDRoEDfeeCMAJpOJI0eOmIWq7du389lnn7W5MLVr1y7+/vtvtm/fzrZt28jIyMDV1ZWqKscrtFVVVbz88sssWrSItLQ0AgICOP/883nuueeIiopyeG5TMBqNzJ49m/vuu4/y8vIzTphS4qp1ZXL0ZCZHT8YkmjhScIStmVvZl7OPQ/mHzBUEbFGv9p8oOtGOI24d4Z7hdPPtRpxPHHG+cXTz7UYPvx6qCKWioqJig/TUE/RqSsfqssb7qKionD1k7JY3xQBy8TO3TWj4zDjDLEz5VGdKkQ9unSMSv1NQmg27v5bb4+4HnWUAQmZxFSVVsujQN8y2MDWhh3yPeyy7jKziKsJ83Wz2bQrFFQb+VvhLXdg/vMnnTk8IlYWpQ9ncObmJwhRIr48Zb8LAWbD0Psg5LO2vLpEFq0mPSQKeznkV5+qjzRD19AmOxlMbSEqm9Pv7GXsxp2/PRq9hEk3mBfbK2koqaiuoMFSYtysN1vsqDBVU1FZQa6q1eBhMBmpFaVsURdx0brhp3XDVuRLsHkw3326MjRjL0R8+pZtBikws1ofga8hBA9xVnMflc9aTaTjE4fzD5FTkUFRdhEk0YRJNaAUtnnopuMBT70mgWyChHqGEeIQQ7hVOoFtg81LOasrh53mQrIjOGnIdjLnL3NyTXmjeHmwn+m5ApI9ZmDp4upirZ94sCZM5hwERltwOd2wC10ai8DoBgiAws/tMRoaN5Nktz7L+1HoASg2lPLvlWRYcXMDN/W/mgm4XtJk5ulOEqQ8++ICtW7eyaNEiLrzwQlxdXUlMTOTrr7/mzjvv5PTp0zz99NMOr5GXl0d2djaxsbF4eXmh0Wjo168f/fr147rrrnPGMJvE888/z++//954RwVVVVWcc845bN68mfDwcC655BJSUlL48ssvWbZsGVu2bCE+Pr5V43riiSfw9PTk4Ycf5tlnn23VtboSGkFDv8B+9AvsZ96XV5nH4fzDHMw7SHJxMmklaaSWpLZYZW9LvPXeBLoHEuYZRphnGOGe4YR7hhPqGUq4ZzhhnmFq9UEVFRWVZuDmYHHCghpVmFJRUVFwepd5c7/J+r78lBhMieiBj1B3P5l1EOLGtdfoOj+b35VTqb1CbVYtPHBarpYa7uuGr4dtU+3YQA+iA9xJL5AyDDYcz+Wq4dEtHtqyAxnU1EpVAgM9XZjUu+nePuclhPH26uMA7E0vIqOokgi/Zt6bR4+E29fDto9h/ety1diS07D0Xlj3mhRBNeS6JkdQOSIpV/5+iw/2wlWnYdVh6bvxRG7Tvvs0gsZsgN5eJJeeNm8XBA7FN+svALyEKkqLSpnYe6LTKvPZpTQLFs6CzL3yvoTL4aJ3QSFu7UyRhakh0f42LzUg0pefdp4C6l77Wp10nQXTJf+xwhRY9X9w0Ttt8Zu0CSEeIbw/9X1+O/Ebr+14jTKD9HpKL03nmS3P8PrO15keO51JUZMYFT4KLxfniW5OEaZ+/PFH/vOf/zBr1izzvkGDBvHWW28xbdo0LrvsMi677DIGDhxo8/w333yTxx9/HJPJhCAI9OjRg2HDhjFs2DCGDx/OxIlt/AJVMGbMGAYNGsSIESMYMWIEYWGN51S+9NJLbN68mTFjxrBq1Sq8vKR/0FtvvcVDDz3ETTfdxLp168z9CwoKKChwXO3Dx8eHkJAQAJYvX87333/Pnj17VHNrIMg9iIlRlh9coiiSX5VPRlmG2Uyw3lCwuLrYvCJQ/6g2VmMSTRhFI0aT0bwtiiJ6rWTop9fo5YdWj4vGBU+9p6TY673MqYGeLp54673xd/PH382fALcAAtwC8Hf1b5cqFyoqKipnEx7VjisVmaluehUkFRWVs4DUzebNPSZbUTECh8VYRgt1WQlZ+1Vhqp7yfNi5QG6PvdemwLLjpDy/GeLA40kQBCb0DGbhtjQANhzPa5Uw9cuuU+btiwdHoG9CGl89fcK8iQv0ICVfEiSX7DnNXVOaETVVj1YPY++BwXNgw5uw/VM57bHkFKx4WBKoht8Iw28C75b79iTnyV683YM9cdXJv++JnM67KONRKadbGsMGUZP1Dy4YACjKOgm949p2ACkb4ZdboTRD3tf3Irj8U4vKkiVVBvamF5nbo7oH2Lxc/0g5ojIxs4Raowld9AipUuX616UDu76C+KnQ7xJn/iZtiiAIXNbzMsZEjOG9Pe+xPHm52Re53FDOkhNLWHJiCTpBR7/AfiQEJdDbvzdxvnEYRSNaoWWlI5wiTCUmJvL++7bNvS688EKuv/56PvnkEz744AObfV5++WUee+wxbrrpJpKSktizZw+7d+/mk08+4dFHH6VWkYfa1jz22GPN6m8wGHjvvfcAKXKsXpQCePDBB/n6669Zv349u3btYtiwYQC8++67jUY9zZ07l6+++opTp05x44038tNPPxEc3Lmd/TsSQRAIcg9S099UVFRUznA8qptQOQnUiCkVFRWZmgqLiKltpr42ux02xTJaUydMpW2F0fPbY3Sdn60fgKEukswjUBJXbLA9RRamRnULtNmnnok9g8zC1MYTeRhNIlpN8xfgD2eUWPgBXTG0eRYqgiBw+dAo3vr7GACLd53izsnxLQ8G8AiA816EkbfChrdg70IwSeIL5Tl1Ff3elISKkbdL0VbNeK6ckioKymXT8/hgL9z1shCQlFvW4r9lW1JlMBJYmw11Gpp3aHeK9cEEGySRqCDzJDClbZ68tloSija8KUUy1TPqDqkCn8ZSSNmWXIDRJPlv+XnoSYiwndLbN9zHbIBeZTCRmFnKgChfmPgoHF8FmXWFu5bMh4B4COvfJr9eWxHmGcaL41/k9oG3883hb1ievNwcQQVQK9ayP28/+/P2m/elFKcQ79eyTLGmy8kOKC0tJSIiwu7xWbNmsWnTJvuD0Gi4+eab6d69O+eeey6PPvooP/zwA0ePHqWoqMgZQ2wzNm7cSFFREfHx8QwZMsTq+JVXXgnA0qVLzfueeuopDAaDw8eCBdKqxM6dO8nNzWXatGnodDp0Oh3PPfccqamp6HQ6cz8VFRUVFZWzAX1tEyOhVI8pFRWVetK3mqNXjDpPDopxNrttNiXIjeOrJEHrbKeyELZ9KrfH3AUunlbdiisMHFSk8o3sZjvKxHyZ+CB0deJJQXkNO1IcZ5PY4+vNKebtgVG+JETY9rVyxBXDosza0Mm8cnalFjo+oSn4x8HF78J9eyUBSqfw0DLVwsFfpJSvD0ZKgknxaXtXskCZLhnq40qwtys9Q72o16GqDCaSm5jO154cyy4lQpCN7oOielDtIXuBVeSmtc0TJ62BD8dIwlS9KKXRwwWvwwWvWolSABuPywtg4+KD7Ip8bnotg6L9zO319efpXOCKBVBfLd5QDj/MhnLnGP23NzE+MTw5+kn+ueofXpnwChd2uxBfV+f77zlFmBJFEZ3OfvBVz549SU21X93immuuYe3atTaPKSOQOiP79klK6NChQ20er99f3w8kIa5eZLL30Gikf80555zDgQMH2Lt3r/lxxx13EBERwd69e7nsssuaNM6EhASbj6SkpNb8+ioqKioqKu2HoQq9SS7ffEn1c/b7qhFTKioq9Rz9y7xZEDySWjtJIxtMAygV61LUDBVwaEl7jK5zs+0TqKlbEHDzgxG32uy28UQedUEmBHm50DvUsXeRr7uecQoTdGVVvaZSWF7Db3tlQWfe2LgWRTpF+rkzLl4ey/fbnCiS+EbBha/BA4fgnKekaoZK8o5JRun/S4BvLoFdXzsUMPafkoWpAZF+AHi46OgZ4m2zT2fhRNppfAS5arnWPwaNnxzdZio+Zeu0lpNzBH68Hr69FAoU813/bnDzKhh1m91TN5yQ//7jezrOxpmgOL5BIWgR1AOu/AKoez0WpcF3V0BV160Y7KH3YEb3Gbw68VXWXb2OH2b8wJOjnuSyHpcxKHgQPi7NF4WVOEWYAsmc+6uvvuLgwYOIomXpSXd3d0pL7a9wvvTSS/z000/88ccfzhpOu5GWJn1w2au8V7+/vl9z8fb2pn///haPkJAQ9Ho9/fv3x9/fthmbioqKiorKGUe15Q1dIQ4mPqowpaKiAiCKcOxPczMt2L53bTUuLDMqyrtvehuMhjYcXCenqgS2fii3R88HN9uTz/XH5En5hJ7BaJqQSnbhANln6c+DWZhMooPe1ny1OYXqOtPzIC8XZgxsejW+hlwzUva4WrY/g5wSxxXZm41nkOQ9dN9+uPobiJvQoIMIyWsls/Q3esKXM2Drx9BAsNl/qsi8PUDhcTQgytdmn85CdppcMd0guIBnMJ7BseZ9XtXZlFQ54b2WuU/ykfpwNCQqtAVBA6Pmwx0bINJ2QAlAekGFXPUQGN+jMWFKttrZlVpIebXCgqjnuXCuwr4ncy8suuaMiMTUarQkBCUwq88snhv3HN9d+B0br9lInG9ci6/pFI+pOXPmsHHjRnNamYeHB4MHD2b48OGMGDGC6OhoK7FKyYoVK9i2bRurVq0iLCyMMWPGmM3Phw0bRmCg4xzljqSsTLrx9fCwXTbR09PTol9HcejQIZv7ExISbO5XUVFR6Uiyiqu4/dudVNQY+ei6ofQIab+qMSqdmMoi86ZB1FIuOigvrqbyqaioAOQkStEKdRzzHQfYj0j53Hghs7Rr0QiiFM2y9UMYd1/bj7MzsuMzucKcizeMut1mN1EU5TQmYGKvpnm+ntsvjCeWHMRoEsktrWZnamGjKYD1lFQZWLDppLl9/eg4XHUtM10GOD8hjAhfNzKKqzAYRb7dmspD03u3+Hp20eokf6l+l0DBSdj/I+xbJFVwq0c0QepG6fHXYxDSD+KnYuw2hYMpFYD0ew6N9TOfMijaj8V1JvDbTrYsLbItKciUo5Yq3MPwFQR8QmRhKpx89qUXWQg9TaaqBA4ulqLNlNX26okcBjP/B+GDGr3Usv1y5F58sCfRAbbn+PUMivLFx01HSVUtBqPI1uR8zukbKncYey+UZMK2j6R26ib4/iqYvciuyNtVEQShxcbn4KSIqW+//ZbExESKiopYvXo1Tz75JKGhofz6669cd911TJo0yeH5DzzwANOmTWPJkiU8/vjjeHl5sXDhQmbMmGGuTNdZqRfc7IWNOhLkWsozzzxDSkqK06+rotIohkqposUZoPSrdG5u/3Yn+04VczynjO+2tpHvgErXo0pOTyjGE6Oj2xg1YkpFRQUsoqWIGEKmSc42iPK3riyXJEbyo3GyvGPtK5B/Flpf1JTDFkXhqpG3grvtTI3jOWVkFssRRk0VFwI8XRjTXQ5A+GNf03yWAL7elEJplRSd4u2qY964uCafawudVsMNY+VrfLs1lVJnRPA4IqAbTH4c7t0LN/4JI28Dbxu+zTmHYcv7aBdewUZu4nv9izyo/4URpr3mCrRj4+W/45GsUnJLq62v00FUGYwYCuR7OY1fDACCr5xxFC7ks0dhYt8oogindsLvd8GbfWDZA9aiVFAvuOoruHl1k0QpgOUH5Ip9Mwfa99CuR6fVWKSkbjjeQPQWBMlgffAceV/qRvh6Zpf1nGornBIxVVBQQEBAAN7e3kyZMoUpU2RH/ZycHLZv387OnTvtnl9aWsqrr75Kt27dLPZXVlayd+9eZwyxzfD2llbxy8vLbR6vqJAm8J3dK0tFpVGqSuDLCyD7IESNgJv/blYVERWVppJTWsU+hT/C8gOZPHOxGt2pgoUwVSJ6YHIgTJmqSp3nV6CiotI1EUU48Ivc7nUB+YXyhL1HiBenCiutTnuldjZXeO7FpbpQ8pr6YQ7c8je4nkXRu7u+gop8aVvvIZme22F1YrZ5OyHChyAv1yY/zcWDI9hY5+mzbH8mT81MwEXn+NO7rLqWLxTRUjeOi8PXXd/k57TH7BExvPfPccprjBRVGFiwMYX7pvVs9XUbRRAgdqz0OP9VyNgNiUulVLSCZIuuroKBcdpDjOMQLPpFSlELTaB79Giu9/Lm77JuZBHI5qQ8LhkcaecJ25f9p4oJE+WIOs+Qujm/rzy+CCGfHSfzgUb+3pWFsP8nKToqx3ZGEFEjJC+0AVfaNDe3R0peOQdPy5YBM5uYGjqxVzB/HswCsIgcNKPRwEXvStt7v5d+Zu6DBefDnJ8goHuTx3gm45R7tuDgYHJz5X9CdbX8gR8SEsLMmTN55pln7J5/wQUXsH//fqv97u7ujBkzxhlDbDNiYiTF99Qp24Zt9fvr+6modFn+fUESpQBO7VBVfpU2IynHUujvEawK+yp1VBWZN0vwcBgxZaxqYvU+FRWVM5es/ZaT1wFXUlBeY27a+34pxotdCU/KO3IT4cfrzp6IcaMBtii8pYbfJHkk2eHPA1nm7XP7hdrtZ4vz+4fhWidEFVUYWHfMxsS+Ad9uSaWoQopm8nTRctP4bo2c0TR8PfTcrLjW5xuSKaqocXBGG6DRQNRwyZvont3S48I3oPcMKgTrCD9EE2QdQNjxGc/XvsVWt3vY6HovMf/eDX8/Dbu/hdQtUJYjCbUdwOakPCIVFfk0fnV+XgojeDfBwLGUVCprjNYXEEVI2wq/3iZFR/35qLUo5eYHo+6A+ZvhltUwaFazRCmA3/fK0VK9Q73p2YiBfz1KH6rk3HLSC2x8Tmh1cPH7MPpOeV/+cfh0ilQ5UMV5VfmUKWvh4eEWZt8VFRUsWrTI7vlTp07lqaeeIjEx0RnDaVcGDZLCAnfv3m3zeP3+gQMHttuYVFTahLQtlu1KJ5TSVVGxQXGlZeh8eU2tnZ4qZxuiRcSUJybsR22aqlVhSkXlrGfvQnk7ehQExpNfJgsN8SH2Fz72+EyGcffLO5LXwsKrz477n0NLoKRu0V2js5xMNyC9oIIDp+XP5gsHNM+A3MdNzzSFmPXbHsfpfBU1tXy2QY4imjs2Dj8Pl2Y9pyNuntAdHzcpqai0upZP1yc3ckYbIggQGA8jbyXjgi8YWPkJV1U/xeuGqymLngKuvjZPixLyGFLyr2Te/8fd8OX5kqH6y9Hw8QT4aa5UCXDPd5JFR0EyGJxs9q5g/bFcC2GKemHK3R9RL3s4BRnz2JKs6GcySdFRn06CBedJfly1DcYZOw4u+xQeOgIXvAqhLYuwrzWa+GGHrF9cPLjxNL56ogM86B7saW7/edBOhUmNRkrrm6IQvauKpGp9Wz7oMOGws+CUVL6GGAwGamvliURpaSnXXXcds2fPttn/7rvvxmg0MnDgQMaPH8+4cePMxuedPdJo3Lhx+Pr6kpSUxJ49exgyZIjF8cWLFwMwc+bMjhieiorzKM2ybJ8NN2YqHUJJA2GqYVvl7KWmrJD6BJESHKfyCarHlIqKRFWxJDSEDXRYjeqMw1AlTWrrGSTNQ/LK5cyOUB9X3PQaqgwmq9NzS6thxlNSVbSD0v08KRvgs6lwxRdn7t9SFGHzu3J7wFUWKVcNUU7C44M96elA7LPHZYMjWV5nOv13olSdzcfNdmret1tSzVFvHi5abpng3DQoX3c9t03szhurjgHw5aYUrhsdS4SfjWildmTVoSxq0bFD7EOe/zAevmmS9L/KPQLpWyFtK8bULWiLHfhy1pRKUYRZ1plKAHgEgU+EFMnkEwE+4eAdDt5hdT/DJZ+xZlh55JdVsze9iEgXheDkWydMCQKCT6QUOQSECfmsOZLL1D6hkLlfEtUy99kYZyAMvhaGzoUg56Rarj2aa/ZJ02kErhoW1cgZlswcEM67/0qVB//Yl8FtE+NtdxQEmPQIBHaH3+6C2koQjbDyCUn8vuQD8OrcHtttRZsIU82ltLSUffv2sXv3bnbv3s2ff/7JG2+8QU1NDYGBgRZpgp0NFxcX7r77bl588UXuvvtuVq1aZa7E99Zbb7F//37Gjx/PiBEjOnikKiqtwGhALM+1iE0oLszFt3PrxipdlIYRU/Xmpioq1UphSvR0KExpDLa9H1VUzjr+egL2fgcaPdy/X5pwng0c/AUq66qT6dwg4TIAi4ipQE9X3PVa+8KURguXfSJFDe3/QTpQkAyfT4Px98OEh8HFcdWuLkfyWsg6ILfH3uOw+9J9sjB14YBwuwWhHDGxVzD+HnoKKwzU1Jr460AWV4+ItupXWWO0iGC6fnQsAZ7Oi5aqZ964bny5KYX88hoqDUZeWH6YD+cMc/rzNIcVinTJ6Qmh0t9ZECC0n/QYfhNa4MZ3ficsZx3xQgbjIrX01edA/gn5veCIijzpYU+4AtC6SEKVV5gsWPmEQ0gCRAy2ElX+PJiFTjQQKhTJOxWm5/jKwlS4UMCaozmIh/9AWHK75O+mJG6ClFbaZwbomu5j1hS+25Zq3p6eEEqIj4Oqvza4eHCEWZg6eLqEEzll9HAk0va/AgLiJf+6+ujE46vgo7FwyYfQa3qzf4euTqcQptzc3Bg1ahSjRo0y76utrWX//v3tbn6+fPlynn/+eYt9NTU1jB492tz+73//y4wZM8ztJ598ktWrV7N582Z69uzJhAkTSE1NZdu2bQQGBvLll1+22/hVVNqEsmwELMNLq0tVjymVtqGosoZw8snGHxMaSqoMiKLYoptdlTOL2nL5xrpS60WPAB+QfUoxiYJU4h3Q1VZIaQAa1QJd5Sxn73fST5MBtn8K057p0OG0C6IIWxUeSYOuAXc/DEaTxeJHgKcLHi46CiusI3Pzyuoiq7Q6uOxjCOwBa16ou74RNrwJe76HiQ/DkOtB37yJbKdl+6fydo9pDlOjjmSVWKTxNaWKmS1cdBpmDozg262SOLBkz2mbwtT321LJr4uWctdruXVi25hGe7nqePyCPjyyWBJoVhzIYv2xXCb2alq1QWdzPLuU7Sny99+F/e2nSw4b0I83VklT/PgKT/5+YBIajSBlOhQkQ34yFCTVbSdJEYFl2UAT08iMNVCUJj1sEZIAA66QzMfdfFi6L4MwQSmKCRbeUvjIIlWEkE908U74+RXpPVZP/ytgwkMtTtNrjKNZpaw9KgfCXDsyttnX6BHiTd9wHxIzpZuSP/ae5sHpvR2fFDEYbl8nVRY89pe0rzwXFl4FQ66Dc58Hj4Bmj6Wr4jRh6umnn2bChAkMHz4cQRAanUAMGDCATZs24ePjw19//cXQoUMJCZEVVp1Ox9ChQxk6tH3DZHNzc9m2bZvFPlEULfY1jOByc3NjzZo1vPzyyyxcuJDffvsNf39/5s6dy/PPP090tPUHq4pKl6LEOlc6Ke00HtW1eLl2Cn1b5QxiZNL7POL2LYmmGC6peZ4ao57qWhNu+uaZWKqceZgqi8zbBr2PVcRUlcYdD1GxwmooP7uqaKmoNKShZ4nxLEmNPrlOLtgCMGo+AIXllkbWgV4uuOlti9e5pXLKnzn9JnaMNIksTJH2l2XBiodhzUsw9HoYOAtC+nXdqsWlWXBspdyu+7vZ4+edcvGnQVG+9A5r+eftpUMizcLU1pP5ZBRVWqTPVRmMfLxOjpa6bnRMs6r/NZcrhkbxw450dqVK1hVP/3GIP++b0CH3It9vk0WghAgfBkbZ9pYCmDEwgjf/PoYoQlJuOf8eyZE8vNz9IXKY9GiI0SD970syoOS0/LM0U9pf/7Ohv5Mtcg7BP4dgywcUTXmZ7SlejFb6S3mHg04R5aaI4IwTsrhYvxmhXpRy9YWrFkgCaRvy0doT5u0+Yd6M6xHYoutcMjjCLEz9tPMU957TE522kcUxzyCY/QPs+BxWPSn/jfd8J70Xz3tZqi7YVT9TmoFTZpRz5sxh7dq1fPqppLCLosjcuXMZPXo0w4YNIzLSOi959uzZZvHqoosuwmQyER4ebhaj6h9RUc3L72wt8+bNY968ec0+z93dneeee47nnnvO+YNSUeloSq2FqTHHXuOVt6p56NFn0Df2oaui0lREkUk53wLQV5PGJdpN/GycTEmlQRWmVBAr5ZX5WhcfBI3ljVq1xgMPo0KYqi5ThSmVs5uaBimt+o71yWkXRBHWviq346dCSB8AcstkscnDRYuHiw4PF9vTIQthqp648VLVr7WvwLZPwFjXp7IANr0jPQLioe9M6DZRMlzvSp9B+xbJkSo+URA/xW7XmlqThVH5lcNbtxA/NMaPmAAP0goqEEXJp+eOSbJPzx97M8xRbK46TZtFS9Wj0Qg8d0kCF723EZMIJ/PKeWPlUZ6c2a9Nn7ch5dW1/LJbFgDnjIp1GADSLciTc/uGsupwNgAfr0uyMJe3iVYvGZL7OfgfiqJk1F2apXjUCVaFJyUvqLJsuX9FPn7Lb+NKzW0YRcU8oaFfmUKYulC7XX46jR7hhiW2hTQnkppfztL98jxn/uT4FkfoXzE0ijdWHqXWJJJVUsU/R3I4LyGs8RMFAUbeKn2+/HqrnEpbngu/3iJFvZ73UptFjHUWnDKb/Pbbb0lMTKSoqIjVq1fz8ssvExISwo8//sjs2bOZOHGi1TlPPPEE3t7SB3VpaSmbN2/m//7v/wgNDWXp0qVcffXVxMTEWERRqaiodBANjc/reLz6Hbbs2tXOg1E5o6nIt2i+rv+U7kIGJVVnySq/ikM01XLensnFerJn1LhgEBUCpmqArnK2U97Ap1XrfD+eTkfyGkjbLLcnPGTezCqWIz7C6jxk3O0sepRU1VJlsFG63sUTpj8P9+6B4TeDvoHHVEGSJFB9dwW8EgMfjoVfboH1b0DiMsjYC2U5UqpxZ0IUpSiNeobMkTy27PDnwUxzWp2LTsPFLUzjq0cQBC4dIosWv+/NsDj+vcID6MphUYR4t33qZEKELzeP72Zuf7HpJFuT8x2c4Xy+25pq9tr0ctVxSROqxd0xWRb0dqYWsjOlCf5SjSEIUtRVSF9JsBw8GyY8CBe+BnN+hoePwT27Jd81vVyh7gXdAoZqjsvX8Wwwt3f3s/l0J+NmtbkoBfDW38cwmqTI0pgAD2Y0s6qkkmBvV87rLwtR321NddDbBiF94da1UgqfTrGIkLwWPh4Pf9wDpdn2zu7yODUHx9vbmylTpjBliqyu5+TksH37dnbu3Gn3vM7kMaWiomIDRYn2huiS/oGRqrm/ipOoT49Q8LvLf0nJHy99Yauc1WhrZGFKcPODBlkFgiBQjht+1EWJVJe23+BUVDoj5Q38IBuaCZ9piCL8+6Lc7jZJikKoI6tEIUz5SsKGm4t98SWvrJoofzvm5r6RMPMtOOcp2LsQDvwMGbsbjMckpTblHLI+X6MHr1Bw8wVXL3Dxkn7qPSVBSNDYeQjyTwR5v0YHbj7g5geewRDQHfzjLNOmHJGTKJlk1zN4jsPuX21OMW9fNDACXw/bVfSaw8WDInj3H0nESMwsMafzHThVzL5T8r3onFHN9wBqKQ9N782ao7mcyClDFOHhn/ex4r4JdqsGOpOKmloLs/c5o2LwbIKFxtAYf0bGBZh9qT5cm8SCee3gVRQYD+f8FwZfS/Wn5+JanY+rUMt1un/kPg09k1x9bF7qnYJRvN3G/qIHTxdbCKD3NSX1rhGuGxVrrjC54XgeR7JK6BNm+3e0iVYH4+6FfhfD8ofgxGppv2iC3d/AgV9g3H0wer70fj+DaHNzmJCQEGbOnMnMmTObdV5HeUypqKhYU1Fegr2aM5py29FUKiotouCk1S5voRJN2mboqwpTZzv6WlmY0nj4WwlTGkGgDHdZmFIjplTOdhpGTFWf4e+JYyvhtGIxfOqTFodtRUx5OEgTzy11IEzV4+4HY+6UHkXpcGQZJK+TorYcLOxhMkjVuEpO2e/TWjR6iBoB3SfDwKshoJv9vvXmywDhg8HfvvizN72IPWlF5vaN4+JaO1IA4oM9iQ30IDVfElDXHM1hzqhYftwpeywNjfGjX0T7Tcjd9FrevGoQl3+0GaNJ5FRhJY8t3s+Hc4a2eVGWb7a03Oz9jsnd2f6VJEz9eySHnSkFDI9rHyNtMaA7n7jeyL3Vb1gfbChMuVn7ZaWbgvk9K4DZJwsY3b1lfk+NjlEUeWH5YXO7d6i3RcReSxndPcDCBP2DNUm8N3tI8y/kHwdzFkvvy1X/NVcuxFAOa1+SijuMuQtG3W7zb9gVaTdjmB07dvDTTz/ZfBw7dqy9hqGiotIC9iWdtntMV37mhpSqdAA2IqYABBs+ZypnGaKIa608qdZ5+ll1ETQC5aIiveNMn4SrqDRGQ2Eqbau1IfqZQm0NrHxCbvc4F6JHWnTJLLaOmNLrLKdDnooIquwSGz5TjvCLliIZrv0BHk2R/Kgu/wzGPwC9LpAq+ynSnNock0ESyNa+BO8OgZ/n2bVnsDA9732Bw8t+uj7JvD0izp/+kc6ZGAuCwJTecqrXlqR8TCaRlYfke81rRsY45bmaw6BoP+6d2tPc/vNglkXEWFuQU1LFe//IKXDNNXuf0juEQdF+5vZLKxIR2+m9v/54Hu/kDKJYtCHqejQQmmxETCWKMYDAh2uTrI45i9/3ZrA1WU5xfOyC3mg1rRcaBUHgrilyKuWy/Rkk5bbwXkQQpPfinVvgwjcs/3ZVRbDmRXh7gOSpV+GEdM0OxqkRU6IoMmTIEE6ePMnatWsZMkRWBz/88EO++eYbm+f179+fvXv3qqXAVVQ6KYVFhXaPuVaqwpSK8xALTmDrm0BbpgpTZz21VehE2WvMxcuf4XGesFfuohEEylHcuKsRUypnOw2FqewDsOsrGH5jhwynTdn6oeTvBFJq27SnrbooI6bC64SphnPRHiFe5rSxtIIG5vHNQaORzIobGhaLIlSXSBWPy7IkAb2mTEo9rimXHqLJzkOUfiJa7zcapAitqiKpqlpRmmxkLj0xHFoCSf/CFQugp6LSWXk+nJKNp+l1nt1f62hWKSsOyOLWTeMcRGG1gFHdAsyiz86UQvadKjIb0Ws1Auf2bcTIu424e2oPdqQUsPGElB770opEBkf7MSTGv02e75U/j1BeI/3//Dz03Dm5R7POFwSB/1zQh2s+3QrA7rQift+b4ZSoIEeIoshbq45iRMsmU38LQ3PAWpiykY6WKkr/4/XHctmclMfY+CCnjrG40sALyxPN7XP6hDC1j/NeVxf0D6d78DGSc8sRRfhobRJvXDWo5RfU6iVz9IFXw+b3YOvHUFNnVVBVLAnPG/8Hg6+F0XdCUPNeK50FpwpTy5cvZ//+/dx7770WolQ99dX6lBw7doytW7fy559/cuGFFzpzOCoqKk7CS1MNNvw/ATxr8mwfUFFpAabsI9SvVSebwuiukW5+TyQdY9Efh/i/GX3VKpBnK5VFFk1XrwAemditgTAFZaLCMFT1mFI52ym2kSa27P4zT5gqyYT1r8vt4TdB2ACrbhnFlebtMF/ps0LTYGG8b7iPWZhKzm2FMGUPQZBSb9x8zdUC2wSjATL3S2bw+36QU4GqimHRNXDdL9B9krQv6Z86wQvwCoMw+5Po99fIPlS9Qr2aVnWsGQyLk4WerJIqi4p0w2L88ffsGAN/rUbg7WsGM+PdDWSXVGMwitz1/W6W3TuBACePaVdqAb8qKh4+NL13i37v0d0DmdY3hNWJOQA8v+wwk3sH4+fRdn/Dpfszze+fHabe1sKUe+MeU6J/N6jT1F9ecYTf7xqHxgnRTPW8vvKIRYXHZy52brU7rUbgzsk9ePjnfQD8tuc08yfHEx/s1boLu/lK6cmj74StH0mPeoGqthJ2fgE7F0Cv86XU4rgJdV50XQOn3t3/+uuvCILAgw8+aPO4IAh8+eWXFo+FCxciCAI///yzM4eioqLiRDwF+6Hs/qauHzqq0kkwmRDyjpqbG03ypCJMKOSrzSn8U3dzpXIWovBqqRb1eHt54etuaT5bb35uRo2YUjnbKbCTCmOys9rUVfnrcfn97u4PU/7PqovJJHK6UBam6iOmGs7b+obLE+XkvDYQptoLrR6ihsHEh+Gu7XDRO3IaockAi2+UIqUA0rfJ58VPlaK9bHAip4xl+2Wz6Hum9nSqYAAQ4u1GdIC8wPDdVtlfamS39vFIskeQlyvvzR5qTvnKKK7i3kV7zFXdnEGVwchjvxwwt/uG+3BtK9IXn74owVx5Mr+8hpdWJDZyRsspq67lRYVvU3CkjWi6hhFTenfJuF/BlLFyQbQDp4tZut+yQmNr2Hg8z+I1dc/UHkQHNOIj1wIuGRxBTN11a00iLy134t/dIwCm/h/cvx8m/wc8lBFlIhz7E76+CN4fLkVYlbdvJcmW4lRhatu2bSQkJBAT0/Q3T2xsLEOGDGH79u2Nd1ZRUekQPIUqu8c8xEqnfiGrnMUUp6OplScNm0z9zdvDNMcZrTncurQKla6NQpgqxhM/GxWgpFQ+RcRUjfp66TAKTsKqJ+Honx09krOb/GTb+wvs7O+KHFoCh3+T21P/a22wDOSWVVNdazK3YwKlSWPDiKmeIXJUQ5tETHUEGg0Mmwdz/wBdnXhfkQ//Pi9tn94l940abvcy/1t9zGxRFh/syYUDwttkuL1CvG3uHxrr1ybP1xxGdgvg8fPlSLeNJ/J4c9VRB2c0j/+tPsaJHHlR5blLElrlfRQd4MED58r+WD/tPMX6Y7kOzmg57/5z3OzL5qLTcPnEYdadGr43BcFKmOrZewAXDpAj8V776ygVNbWtHl9xpYFHFu8zt3uHejfLUL456LUaHlO8Tv45ksOG407+u3sEwOTH4YGDcNG7ENTb8nj+Cel7+K0+8PONUlEGk8n2tToBThWm0tPT6dmzp81joijaNVyLiori1Kk2rEihoqLSKlyM9oUpV6GWkvJKu8dVVJpMjryadEoM4oQYYXH4B5cXcM2zUXJb5exAIUyViu5W0VJQV5VPNT/vHCy9T1qp/WGO7XQylbbHUGm/4lvmPtv7uxrlebD8YbkdOw6G2U5TTC+oMG/7e+jxcZM+QxrO+eMVwlReWTUFdVXRzgiihsM5T8ntvQul92fWQcs+NtiVWsjy/bLf4z1TezrFLNoW3YNtG8QPjm4bP6fmcsuEbsxQiHIfrk1i5aHWV6nelVrIZ+tl0Xje2DhGOKGS3k3jutFPEQn44E/7zKlszuJIVgkLNsqVle+Y2J2wpkRMAdQ2mGf4xfLoeX3Qa6XX1+miSt5Zfdz6vGby7NJD5gIIeq3AW7MG4aqzX5WztVw4IIwRitTUF5YlUmtsA2FI7w7D5sKdW6VKfvHngNKx1VgDh36Fby6GdwbB6mct7rk7C04Vpqqrq3Fzc7N57KuvvsJkR6Fzd3enutq5bw4VFRXn4WJyLDwVF6o+UypOIGOPeTPRFMNJMZxUU4hFl4D83e09KpVOgkkhTJXgaVuY0ghUKFL5RNVjquM4uU76KRrhwOKOHcvZip0qp8CZI0z9+ShU1N2D6Nzh4vfspqGlKYSpGEXqTsOIqRBvVwIVfj4HThdzRjHiVvCqM3o2VsO/L0ipfQBaFwjpZ3WKKIo8v0xO0eof6cPFgyKs+jkLW148Pm46p3s5tRRBEHj1yoH0UIiYD/20r+XV14DKGiMP/7yP+iSEbkGeFhE3rUGn1fDm1YNwqatAmVdWLT2XkzIeDEYTD/20j9q660X5uzN/cg/5dabEvQniokZLXJAntymimT7feJLDGSUtHuNfB7P4dbfs23X/tF4kRDinmqQ9BEHgvzPl99PR7FI+23DSwRmtRKOBnufC9b/CfXthwsPW/4PiNNj4Fnw4Gj4eD5velYoldAKcKkwFBgaSkdH8XywjIwN//86hgKuoqFjjYrIfMQVQVtQ2IcEqZxmKVIL9pu6Y0PCgYb5FF0ONuohxtlJdKlcHLRXd8XO3nqBoBIEKUa7KZ6hSI6Y6hIaCoIvt6AeVNibfQan1rP3tN4624sBiOPiL3J72NATG2+2uFKaiFMJUw6rggiAwIEqesB4804QpnQsMuU5u71skb/vHSd5UDfhjXwZ704vM7Sdn9HO6t5SS7jaEqSh/5/sAtQYvVx2fXD8ML1cpDa2supY7vt1FeXXLUs5eW3mEk3WeZhoB3rhqIO4uzovm6RvuwxMXyELX2qO5fFlX/bC1vP/vCQ4pRKMXLu0vjV3fIGDFza9xM25FWt89U3uaRWSjSeQ/Sw60yD4kr6ya/1si+3YNifHj9jZK4WvIwCg/rh4eZW7/b/WxVgmYTcY/Ds75LzxwCGZ9Dz2mSdVKlWQdgL//C2/1hc/PlUSqDkzzdqowNWDAALZv3055edPzscvKyti+fTv9+/dvvLOKikqH4IbjiKnKYjVi6myhptbUrDDkPakFfPTnDtLyKxx3FEXIkKOh9onS5GKX2Jutpr7m/cYaNW30bKWqXBamynDH2826sLBGI1CJLEwZq84Qf5iuRmmDlBa9u+1+Km2LPeNzkCKm7FhsdAnyk6R00XpixsDI2x2eovSLilUIU542Jv8DImVh6sCpM0yYAug53fb+AGthr7jSwIsK4+bzEkIZ3d1GOpYTqTemVxLl3/k+R+KDvXjjKrmC4fGcMh5dvN+ufY09tiTl8+WmFHP71gndGRbrfKP3uWPjOKePHIn+yp+JrX59HzhVzAeKSo2zR0YzuXeI7c6BPWzvH3K9vH3uc+ZNN72WFy6VNYJ96UV8vy21WeMTRZEnlxwkvy4l102v4a2rB6NrxwrP/3dhP4K9pXuTmloTjy3e77RotUbR6qHvTKkK54OJcN5LEG6j6uap7ZJI9e4Q+GgcrH0Fsg+16/eEU/8jM2fOpLKykpdffrnJ57z00ktUV1dz0UUXOXMoKioqTkI0mfAQHUdMVZWowtTZwJojOQx4ZiXnvLWuSZ4bJZU1VHx5KfO3TWPb5/c57px7VDJirWOfKd4ccp5uCjbvNxkcvxZVzlwM5fLNc5XWy+ZqvYCASS9POI2q+XnHUJpp2TaognKHoFz5HjUfHpBTsagsdBxR1ZkxVMFPc+UqfK6+cOlHdlP46jmuMJTuGSpH5Nw+Sf6+mT0yGoD+SmHqTIuYAogcDi42DMYDrKNIXvvrCDmlsqH1fy7oa9XH2dRHISnpbBFT9ZzfP4z5k2VBb/mBTD5vRrpWWXWthSF3zxAvHji3l1PHWI8gCLx+1SBC6kQSg1Hk7kW7Ka0ytOh61bVGHvp5rzmFL9LPnf+b0SAVdOhceft8OxrBhIeg9wwYcYuVwDyxVzCXDJbTRl/76yjZJU2/F/x9bwZ/Kfy//nNBX7oFtW8Ur6+H3kJg25layEfrOuDz1zsMxtwFt6+Hu3bAxEekyKqGZB+EtS/DR2Ph7QHSIkDiMutoaCfjVGHqlltuITw8nFdeeYXXX3+90f6vvvoqr776KqGhodx6663OHIqKioqTKK+sRCc4jpCpLS9op9GodCQ3frWD6loTqfkVLNlzutH++zauYBzSzdZVlT9RW+ugPHnKBvPmYVMsxXgRUbdiWo2cViCqwtRZS21FkXm7Rmed5mFGIUyZqlVhqkMoaSBMqQJhx6AUngLjwTfS0j/o5Np2H5JTWPkfyJbTcrjkfQiwYbKswGgSLdJneiqqvgV7u7LsnvH8b9Ygsx+MMmLqdFHlmWWADqDVQYgN/6IGf8cdKQV8vy3N3L7vnJ7EtcOk3tOmMNX5IqbqeejcXozrIUeRvfLXEbYk5Ts4Q+bF5YmcKpTEe61G4M2rB+GmbztD7gBPF96+ZrA5oy41v4InlhxsdpQXwDurj3MsW35fvX7VQGtRcdozMOVJuOpriB5pZ1DdYPZCmPGm9NpswJMz+uHjJqdMvryiacbdWcVVPPW7bOw/Nj6Q60fHNulcZ3NeQhgXKXzZ3vr7GLtSO3D+FNwLpj4J9+6F2zfAxEch2IboXJwOu76CH+fAq93gq5mw6R3IPuz0aCqnClPu7u4sXrwYFxcXHn/8cbp3786jjz7KokWL+Pvvv1m9ejU//PADjz76KN27d+eJJ57AxcWFxYsX4+7eeT9sVFTOZspKixrtY2ymMGUy2a/SqdI5UVYzAiy8JuyhLbCsoFJc6mClJXmteXOLSZoYRNelWlQjewmJDSu3qJw1GCvlqAWTrZX+OjSuikmToZEUUpW2wSpiSv0/dAjKiKn6SJjuk+V9is/dLsOBxbBzgdwedQf0u7jR09IKKqiplRbZBMHaXLtXqDeXDYnCw0Wa/Ib7uhHkdQYboIPN6Ch8o82bFTW1PLpY9iLrHerNrRPax5fHRafBVWc5TQ3xcbXTu+PRaTW8e80Q84Ka0SRy3w97KGkkEmlbcj6LtsvC311TejAwyq8thwrA2Pgg7p3a09xeui+DH3ekN+sae9OL+FgR9TN3TCxj44OsO3oEwKRHIOHSlg6XYG9XHlP4Y/22N4OdKY7nHqIo8p9f91NSJXl+ebnqeO3KgW3qjdYYL1zan0g/SfMwmkTuXbSXwo4WvQUBwgfC1P+Du7bC3TvhnKchYqh1X5NBWkj++yn4aAy80QsW3wQ7v5QWQlo5t3N6cuWYMWPYvHkzffv2JSUlhTfffJPrrruO888/n/POO485c+bw5ptvkpKSQp8+fdi0aRNjx4519jBUVFScRFlp4zdjpoqmC1OJmSWMe/VfznlzHZnFanpHV2FzkmW6pr+HtTlqQ5QRLgAlRXZWDw1VkLTG3NxgksKdY8zClOK5amtUUfMsRaxSVONx9bHbT6sQpgRVEOkYyrIt22rEVPtTWQQlisjWoLrUoO5T5H0n/oWaLvQeaegrFTHUwo/GEcez5YWRmACPRk2lBUGwiJra1cgkuEvibyPKzFUW/Z9fdthsxi0I8NLlA8wpj+1Bw8gbf4/OUZHPHoFernx03TBc6ryLckqree2vI3b71xpNPP3HIXO7b7gPd0+x48HUBtx7Tk9Gd5d9rJ7+4xBHs5qWqlVlMPLQT3vNFQRjAz0shKO24JoRMfSPlL/7n/7jkEMj9FWHs1lzVC7O9N+ZfTs8HdTXXc971w5BWyeOnS6qZP73uzA0w7u1zQnqCRMehNvWwEPHpDTphMsl4/qGlOdIBSiW3Q/vDYX/JVgvTDWDNvl0GTx4MAcPHmTZsmXceeedjBs3jt69e9OrVy/Gjh3L/PnzWbp0KQcPHmToUBtqnIqKSqehtLQJpVkrCxvvU8f9P+wls7iK5Lxy3lh5rBUjU2lPskssq+E1Ja3BWJpj0S63Z5KfsgEM0s1vJa5sMSUA0k0eQLUoC1Mu1FBe4yAlUOWMRVMjfxZp3P1sdxIE9G5yJISmVhW/O4SGQlSNWh2x3clR+Em5+oJvXVWobhNlbyFDOZz4u/3H1hJs+Upd9SXomhZFY+EvFeIgFViB0uB7w4kz0EvTVsRUXQXNvw5msWi7HEFzx6R4hsW2bwV1rwYFLnzdG18Q62gGRftx7zmyuPT9tjT2nyqy2ffHnekcUQhBL17Wv12FP61G4J1rhhDgKQl+1bUm7lq4m8om3GNJleVk0fL1KweZow3bcrzPXJRgbh/KKGHxLttRXlUGI88vkz8DJ/QM4urh0Tb7tjdDY/x59Lze5vbW5AKe/uNQ51x09Q6FwddKn7WPJMFNqyRfqvDBgI3Is5LTUNXy6NI2ffVfeOGFvPfee6xfv57Dhw+TmJjIhg0beP/995kxY4ZVeVYVFZXOR1l546upmuqiJl/vqGLVcsmeUy0ZkkoH0FCIaoow5VZu6UNVUWJnxXn/j+bNDaaB5tS9EXHSTXCNImLKFUPHhz2rdAjaGvmzQ+fha7efi7s86fSsyYPClLYclootai2F7C4VlXOmkC1HYhCaIJdo17tB7wvkY8q0uM5MQ1+pSz+wbdprB2XEVI8Q+6nASsb1kNOS9qUXNZqW1eWw9fdz8SK7pIrHf5VT+AZG+fLAtLYx43aEewOfpa4gTAHcNjGeXnXm+qII//vbehHWYDTx4Ro5De6KoVEMjWlf4Q8g1MeNt66WK7SdyCnjnX+OOzgDTuSU8oXC3P2mcd0Y2c35FQRtMTwugMuGRJrbH6xJslkp+rutqWbfLp1G4OmL+nUq3eG2id25VGHovnBbGl9vTum4ATUFrQ5iRkm+VLevg0eTYdZ3MPI2295ULaD9ZFkVFZUuSXm5vMpYLdhemXQ1NCGqygaebby6ouI88lsgTPnVWJaMryq1IUxVFUPiUnPzl9rx5u1+4T48c1E/AnzlSYQrBvLKGkx6Vc4KXGrlzyIXLz87vQRcPRpEQ3w8wXKSrtL2NPSCU1P52p8shYgTmmB5bNg8eTt5LeQ0zUi4w7DylZoPfZtXzVsZMdUrtGkRU/3Cfcxp6yYRtjbRzLrL4GEtJtRo3bnr+90UVUginLtey9uzBrdrJE89pgYRJH5NsBDoDLjoNPznQnmivuZorpUv5x97MzhdJAkneq3AQ9PbX/irZ3LvEG6dIKd1fr4hmSNZtu/rRVHkuWWJ5ip80QHuPDy9t82+bcWD5/Yyp8KlFVSw/IBl6lh1rZHPNsj+etePiW2yGN1eCILAK1cMZHC0n3nfc8sOs+JAy9Pg2h2PAOlz+MLXJW+qh47BFV/YTvlrIqowpaKi4pByRcRUjcZ2kQIvUykVNbWNXqu4wnK10cO17aqOnE3YWi1yNgXllmJQYUXjwpSvqciibSi3kfJ5aIl5Emt08+df0xBAWuHy93Bh3rhu3DpFvsFzpYa8MjVi6mzE1SiLG+5e9leWPbwaRFNVl0hGnSrth1XElJrK1+5k7Ja3wwZYHosdC6GKfVs/ap8xtYS8Ey32larHYDRxIsd2RT5HaDQCYxVRU5vOtHQ+G159r/yTzs5U+bv66Yv60T24aUKes6lt4B9kVe2tEzO5VzCDFKLD+/+eMG+Losgn6+VoqUsHRxLh17FFwB48tzfRAdIYak2iRRqcks1J+aw/Jvs2/d+F/Rr1a3M20QEeXKyobvfR2iSLNLjf92SY7SdctBrumBTfruNrKm56LZ/eMIzwOsN8kwj3/bCHdYq/b5fCOxQGXAneYS2+hCpMqaioOKSyUp4MGrS2TQN9KSOruPFqaakF6qq5s/l38Ueceq4Pq9+4jqqatkszyC+zjphylA9fUVOLN5bpO8aKBsKUKEolaOvIibsYA9KNZ5CXq1w5Redm7uMi1KoRU2cjooi7KL+ePLztpw14e9swRk/6F0qzrfertA0Nvb1UE/r2paZCKuVdT9Rwy+OCAKPvkNt7vuucUVOGSvh5ng1fqeaZYB/LLqW6riKfTiPQs4kRUwATFMLUv0dzOqcPTEtxs06J/mqnPCm+algUs0Z0nC9PrdHyb92ZUrEaQxAE7lN4Tf17JJvsEuk+eU96EceyZaH09k4gnLi7aHnukv7m9qYT+Ww/aR3lrqzCN7p7AOclhLbL+Boyf7L8NzuSVcr+U5KvkSiKLNgkpxleMSySUB83q/M7CyHebnx140hzmqrBKHL7tzvZcSYWW2gCqjCloqLikKpKeUJh1NkWpvyEMjKbIEylF1hOVvLKajA5qKih0ji9D75FnJDNtLKlrPv2xTZ7noYRUgajSFm1/Si5/JJKvAXL/7dY2cAQ8eR6yNhjbh4Jk0t+W5SFVpjbumIgr1QVps46asrQIkcGevvZEaYEAV8fG/5TokmqHKPSPlhFTKmLEu1K1n4Q6wyM9Z4QbKNa1oCrZI8h0QgrHml1qW+ns/KJVvlK1VM/aQXoE+6Nm77pER6Te4eYt9MLKjmU0TLrgk6J3nrCbqqbGg6K9uP5S/t3qBjkqOJaV2ByrxAi6yKhTCL8vlfy3fxtj+y/OaZ7ID2aaMbf1kzuFczIOPm7taE31sHTxWw4LkcN3ntOzw57ffQK9bYY66+7Jc/axMxSC0P5m8fbMPjvZPQO8+brm0biWRd5VmUwMW/BdrYln2Gpw01AFaZUVFQcUl0lC06Cneo3vpSTmtd4qkZuqaV4ZTSJFDQhJUzFNkajiUjkyndT0t5tk+cRRdGmp5SjlLriYjt+Uko2/k/ejp/KYTHO3IxUhrUrIqZihSwqCy29q1TOfAwVRRZtP/8g2x0Bf2875aAVJvsqbYzqMdWxpGyUtyOGgMaGEKNzhfNfUZyzAbZ80PZjayqHf2+1r1Q9yqpoA6P8mnVumK8bwxXV6Br62ZyJBHm58PF1Q5sl4LUFtaa2tyloSzQawcKoe3WiFHH3T6J833bpkAhbp3YIgiBw/7Se5vaW5HwOnpbv25SRSAOjfBmjqFrZEVw+1Ppvu2x/hnnf4Gi/TiP6NcbgaD8+mzvc7OVWXmNk7pfbLdImzwZUYUpFRcUhNdVyxJRgY3UNQCuIZOXk2DymxJaQkatGv7SYkmLL1DgXwdgmaQal1bUYjNbXdZS+WVpkvdJjUb0xbSskr5Hb4x/gVKH8WrMUpmRBNEAo4/5DV0jeVCpnB1XFVO5cKDdFPSH+9j1iAj3tlI/P3Cv51ai0PWrEVMeSskHejhtvv1/vC6CXokLf309JZugdTVEa/HGP3A4f3GxfKSV70+XJ9aAo+xU97XHBgHDz9ooDmWdWOl8DXHQaPrpuGOG+Het5VD+Wrs60fnKq267UQvamF5lNzwGmKCLyOgNj4gMtDLl/3JEOSPYMfx2UFwVvmdC9w1Mrp/aV/3aniyo5ml3K+uOykDNzYLit0zotY+OD+OyG4bjWve6rDCZu+Xonfx0888Xwerr+O15FRaVNqa6Sv0C1doQpgPy8xqNYbHkDqcJUyykttBYDyyucPwHMKbH9P6r3S7BFuY2IKW1NXXi1KMKqJ+UDUSMgboK5tC9ApL9tYQrARayGX26BjL2ND16la1OYAh+MwmfTS+ZdZYKHw5X8AC8H/jOHf3Pe2FTso0ZMdRy11ZC2TW53m+C4/yUfgE+UtC0aYdFsSNnUduNrDGMt/HKrHGHr4gVXLmi2r1Q9lTVGjmXLqT3NjZgCuKC/bOabml9hkRrYlSmyEbH+zqzBjIiz7+HXnrx0mWzQ/9C5HVe1rjUMjPQlwFN67RpNIh+skT2a+oR5E9LJ/I8EQWD2SNlXbMWBTIwmkX+P5FBRI6UHe7vqmN6vY7yllIR4uzFQITSv2J9pkWo7sVdwRwyrVUzqFcxXN47Eoy6tr8ZoYv73u/l8Q/IZLYjX0+7C1O+//85zz7V81UNFRaX9EEURQ7UsFuhc7X+BlhQ0Hm5qS5jKUYWpFlNWZF0hqLgJ/4fmkllcaXN/lgNhqqrMugKftrZS+mI9/Buc2iEfOPc5EASLVcQof0U6ls7G685UC0tuB0Pj3mYqXRSTSRIgSy1XCys1jkLzBbNPg00O/eaUoak0QsOIqdpKMBk7ZixnG6d3yebzOjeIGkF6QQXP/HGIH3ekWfs6egbCrG9AV7cYYKiAby+D/T+377jr2fgWpG+V2zPegsCWm0Mfziw2exW56TX0bEFqT4SfOyPi5HS+H+qiSLoyxZUGrv9iu9V+ZXRYRzO+RxAfzhnK85f255YJnd8ryBYajWARgbQ6US7C0VkEwIacnxCOrq74TH55DXvTiyxSys7tF9rhaZ71DI+V/4ZfbU4x2+SFeLu26L3eGRgTH8h3t4zCx00qBiSK8MLyRJ76/VC7VOHuSNpdmPrtt9949tln2/tpVVRUWkBxpQGtSZ5guLjaD+2uLM5t1KjSVnSUGjHVcqpLrUWo8kLnC1MZRXaEKQepfFXlRVb73KiiuKwcViu+A3rPgNixiKJo8Tz2UvksyD0C/z7vcOwqXZj9P1oKmHXUaD0dniYIAj9rpPSkCtGVA9N/kA9mH4D8JDtnqjgNg43PDLUyX/twUpHGFz0SdK48u/QwX21O4bFfDvDf3w9anxM5DK79QV4EMFbDr7fAkjug0nqRoc3IPgzrXpPbA6+BQbNadcldqfL4B0T6otO2bOoza0SMefuPvacpd1D8o7NTUmXghgXbOXC6c0d+CYLAhQPCuX50LO6OFhw6OQMibaeP9g23UUG2E+DrobcQzdYdzWGjwvS8M0UiKSOmSqrk9+SASN8OTzVsDUNj/Pn1zrFEKbIHvt2ayi3f7KS4su0qcHc0aiqfioqKXXJLq3FB/qDXOxCm3I2lpOQ7TtdQPaacS3WpdbpcRYnzhanTRbYFKEfClK2xeVJF9favobDOQFPQwrmSSJVdUk2VQV4Jig6wbX5uxZYPLI1+Vc4Mamtg7Us2Dxn1DfyllK+PnucC8L3fHdxS8xDn1bxCssdACJXLYKv+ZO1Aw4gpUNP52guld1/cRAB2p8nizPfbbERNAXSfDNf9Au5yZBD7FsEHo2DXV1KKXVtirIXf7wJT3aTLJxIufL3Vl92WLH8XtSZCZcaAcLzrIhjKa4ws3ZfRyBmdk7LqWuYt2M6+9KKOHspZgz1hqk+4fa/EjmZ8T7nAyIqDWWQo7vfG9uhY03MlA+x4xvUO67x/26bSI8SbJXeOs/DFW3s0l4vf30hi5hlUHVSBKkypqKjYJae0GldBVubtVeUD8BXKOeygjLIoiuTaTOVTU7FaSm2ZtcF4dYl1el9rUUYyhfrIr4FMh6l8RVb7/IVS/Ha+I+8YegMESRVgknPlqo7B3q54u+nlfg1ed/8zXEGVb31qhwhL5kPVmfklfday5xvJANkGOr3Ocsf1v4FvNESPhvEPABDk68Vq0zDSxVDJC63fpXJ/1Weq7WnoMQWqMNUelOdDusJfqsdUAKuqquU1dkSmuPFw679SBFU9Zdmw9D74YCTs/NJ2NJwz2PYxZOyW2xe9A26tiygxmkS2n5SFqdGtqCLm7qLl0sFyFbAvN6V0Oc+XgvIa5ny+jd1pReZ9RrpuJFJXIS7IdpRv79DOK54MUnixnciR788i/dwJ8e48vljdAj3NaYdK+nTSaLTmEuztyg+3jeG8BNnTKzW/gss+3MSSPac6cGRtgypMdREmT56MIAhWD41GQ04TqqGpqLQE4cTf3KP7Td7hIHLFl3KHCn5hhYGaWuvcaDViquWIFdYpFoYy60il1qL0mBrZTb6xT3MQIWesKLLaFynk41pZ56+gdYWJj5iPJefJ1+rW8Cauwesug0B2D3sVNHUCRXEarPxPY7+GSlfBUAnr35DbQ663OOxJg8+M2DHwwEG4eSV4SBERYb6ymJlVXA0Jl8r9s9R0vjbFWCuZaDdEFabanuMrQaz7nvUOh/AhVNda/y+UKS9WBHSHm1ZJ3n9axaJAQRIsux/e6gf/PAfFTpwUleXA2lfk9qBrzdGPrSExs4TSupQ7rUZgWKx/I2c4Zu7YWPP20exS1nWhUu6ZxZVc/ckWi0ip2SNjEGZ9K3ea+Xa7j+tsQLmgV4+/hx5PV52N3p2DrhKJpNEIhHhb/327qr+ULdxdtHw0ZxgPnduL+uzEKoOJB37cx2OL93fptOKGtLswJYpil1th6Az8+uuvZGZmWjwGDRrEOeecQ0hI5yo1qnKGkL6D0VvvtNyntR8x5SeUcdiBMHWq0La/iCpMtYIqa2HKVO58YSolT/7fjVeEcBdWGGxW9TGaRKhuJIJp+I3gK68+n1QIU/HBDYQprWU1pkLRm0RND5j4qLxzz3dwZIXj51TpGuxcIBuea11hsqXo6C40/pkRpqh0lF1SJUXmhSTIHdR0vrbDVrQUqB5T7cFRxWdgr/NBo7HpR1LSmEeJVgfj7oN7dsHg60BQTBcqC2DDm/D2QPjxOkheB629r//3eaiv2urmB+e92Lrr1bE1WY4qHhDp22ohoEeIN+f0ke+5P1mX3KrrtRdJuWVc+dEWi8iXG8bE8uKl/dH0vgCuWQhXfAFDruvAUZ65eLnqzFXW6vH3bFmVyfbC111v4W9UT69OGOUV6mu9aB7kZX++0hXRaATuOacnX904Ej8POaPgx53pzHh3A3vPkNTcdhemvvrqK0ymzu0ov2vXLl555RUuv/xyIiMjEQQBN7fGwxarqqp4+umn6dWrF25ubkRERHDTTTdx6lTrV5UCAgIICwszP7Kysti3bx/z589v9bVVVKwQRVj1JBoavFcdpPL5UeYwYupUoe3w/4ziSlWsbiHaShsiVJVzhanKGqNFtbzR3QMtqp4pBaV6ckqr8BIbiY4YcatFM0mRyhcX6DhiKk/0Jb2gAiY8CBFD5QNL74Vy56cyqrQj1WWw4S25PfwmRJ8Iiy6uYuPCVKhCmDJXj1RGTanCVNthy18KoKbM9n4V52CoghP/yu3eFwJQVGEtQpU6iphS4hcNl34Ad+2AEbeAXlEtVTRC4lL45mLJh2r7Zy1Lqc47IS0s1DPlCXPkY2vZpkjjG9XdOde8daJcHW5Lcr6F+NUZ2X6ygCs/2mzxPX7/tJ48e3ECGo0AGg30mQEDrgSt3sGVVFqKIAgW30kA/h6dW5gCiPC1FqZ6h3W+SKQwH+s5ulK8OZOY1CuYpXePt/CdSsmv4IqPNvPuP8e7fNU+NZXPBs8//zz/+c9/WLJkCRkZTTM3rKqq4pxzzuG5556jrKyMSy65hOjoaL788kuGDh1KUpJz0wY++ugjIiIiuPjii516XRUVQLrZVJZrrqcRj6nskmrybfhIgWXE1Mhu8g1ilcFEjho11SLcq61FGE2Fc4UppWDkotMQ5e9BN0VEky3D+9OFlfgIDnxIwgZAUA+LXUcyS83bvRqGirt4QPQoAI6ZItkvdpfGpdXD5Z/KwlV5LvxyCxjP3IolZzzbP4GKute13gPGP0BeWQ25ouwXIfaZ2ehlLISpetPWhMvkDtkHIctGdTKV1lNr572vpvK1LcdXgaHub6z3hG6S8bktYarRiKmGBPWAGW/Cg4elFD+/WMvjeUdhxcPwVl/483FozvfQxrfk9MPAHjD8puaNzQ41tSa2JMmi0ZhW+EspGdUtgBFxckrga38d6bSLaz/vTGfO51spVLwGnr04gfun9erSFcu6Ig3T+bqCMGUrEim0E/lL1RPWYJxerjr0Lay+2RWIDvBg8fyx3D2lB/X2WkaTyFt/H+OKj7dwJKvreq6euf+1VjBmzBieeuopli5dSlZWVpPOeemll9i8eTNjxozh2LFj/Pjjj2zbto0333yT3NxcbrrJ8ou2oKCAEydOOHzY844qKSlh4cKF3Hrrreh0nTc/WaWLYjTA6mdsH2tEmALspvOlF8iTlX7hPgQowphT89UUj5bgXWstTOmrnbt6qxSmugd5otUIFhFNytSAepLzyvHGwf80aoRFs7C8Ro5qAfqG2TCtvO4XDox7n1k1/8WERo7UCuopTZTMT74GVjzS+tQSlfansgg2KczxR94G3qGcKqzglpqHOSUGsZ+euE15uNFLKW9Uc0qrpCpkQT0tTZ33/+DEwauYsRsxpX7OtykHF8vbfS4EvfQesJVuXVLVQvHe3V9K8bt3D8z+EXpMszxeUwbbPoJ3h8COz6GxDInCVNineB9OeMhpUTu7Ugspq/NecdVpWmV8rkQQBB45r4+5vTutiH+PdC6vV6NJ5OU/E3lk8X4MRum70EWn4d3ZQ5g7Nq5jB3eW0jBiKsCz80f0hNsQpvw6oaDWMGLqTI2WUqLXanj4vN78cNsYIv3kyLZ96UXMfHcjb606atNfsLOjClM2eOyxx3j22WeZOXMmoaGhjfY3GAy89957AHzwwQd4eclhjg8++CADBw5k/fr17Nq1y7z/3XffpWfPng4fjz76qNVzAXz77bdUVlZy66232jyuotIqdn4pmZzawpHHFJJAsTu1yObxtAJ5UhLl705soJwSYCvqRsUxtUYTQSZrEcrT4NyIqWPZciRTjzozyb6KaicHT1sLkUm5ZXgL9iehZd7xFu0jWfJz+HvobRqF4uqN95DLKUR67tNFlVQZ6r50R9xqGQ2z60vY9Lbd51fppGz9EKqKpW0Xb2kCjJQGvE/swfjqd3jc/3/gZtuUVYlyEmAwihTUT84HzZY77f9JMupWcS72PKbUVL62o7oUjq2U2/2vNG86JWKqIRot9D4frvsF7tkNY+62fF9WFcHyh+CHayXB2R47F8hG+X4xMOCq1o1LgdKYfHT3QNz0zqs+N7JbAJN7B5vbr688KnkrdgJKqwzc8d0uC/+rIC8XFt06mosHRTg4U6UtaSiedHaPKbAW06Bzij4NI6Y64xjbipHdAvjz/glcPkT2bK01ibz77wkufGcDO1Oc7zvblqjClBPYuHEjRUVFxMfHM2TIEKvjV14p3SAsXbrUvO+pp57CYDA4fCxYsMDm83388cdcfPHFREZG2jyuotJiqophnVwZ57CpQbh+EyKmdtj5EFQKHPHBXsQGyMJUqipMNZvcoiL8BOu/m5+pEIMTc8z3nyo2b/eLkESh/pHyBOTg6WKrNIaknHJ8HERMJQlRFu1DGfJz9A7ztptiEOXvjl4rHRNFhaCp0cClH1lGYq1+BrZ9Yv8XU+lclOfDlg/l9pi7zD4zsj+dYNOM1RY+bjrcFRNROZ3vctDU3bSWZcPJta0cuIoVqvl5+3Nkufx3d/OD+KnmQ0WV1hFTTfaYagqB8ZJZ+YNH4NznJVG5nmN/wtczodK6UAcmI+z/UW6PusOpHkdrj8pRTJN6BTvo2TIent7bvH0kq5SF21Kd/hzNJTGzhIvf38Tfh7PN+/qEefPbXeNaXZFQpXXU3z/VE9AJI48aYitiqjOmIDas5Ozn3vnG2Jb4uOl5a9ZgvrxxhEX0VFJuOVd9soX//LqfgnLr74HOiCpMOYF9+/YBMHToUJvH6/fX9wPQaDTodDqHD43G+t+zYcMGDh48qJqeq7QNG/8HFVIUjknvwZOGGy2Pa+yvOPoiiQS706yFkeJKA5nF8mSld5g3cYovkqQcVZhqLgWZ6Tb3B1NMdrEDf6dmIIoiB07LotHASD8A+itusPIbpOEBJOc5jpjaV2kZibpHUU1kUJSf3fN0Wg2xijTCk7mK143eHa5ZBP7d5H1/Pgo7vrB7PZVOxLpXLatyjZErgir96aL8PWgKgiBYrKJm179GPQOh13lyx31qOp/TsZvKp37Otxm7v5G3+10COnliZjNiqqWpfI5w8YBx90qV/Hoq3mNZB+C7K8HQ4Hspea1cfVOjgwFXO20omcWVFpG4k3o7X5jqH+nLZYoohddXHrXrsdkeLN51iss+3GRRkOScPiEsnj+2yZ+bKm3H4Gg/i7amC3h8NYxEctFpcNN3Pumge7ClIbs5mv4sY0rvEFY+MJF5Y+Oof3mJIizans6UN9by7ZaUThPZaY/O9+rqgqSlpQEQFRVl83j9/vp+reGjjz6iR48eTJs2rfHOChISEmw+nG3KrtKFyU+CLR+Ym9kJt5Ioxlj2aTix8JRv9tyFGt7Tv8sPPE7R4nuhSBZOlNFS3m46wn3d6KPwEUrswkZ9HUVxjvz3NSo+yl0FAzl5ubZOaTbpBZUWk5oBdZFSgV6uRChuWI4fPSxNjP5+CsO6t6jNT8Ub++LYtjzL1ay9aUXm7YY3bw1RrowlN6wI6BUMc/8AX8XrdvmDUrUolc5L7jHJj6aeCQ9apAWlKyp6NjViCizNZi3E00HXyNuJS21Hc6i0HHteUqow1TbkHIHUTXJ76A0WhwttpvK1YQqrdyjM/kFK76vn9E5Y9V/LfkpRuMe50ue3k1h5UPaHjQ30oHuDiApn8Z8L+uDlKnm9llTV8vrKo23yPI6oMhh5/Jf9PPzzPqoM0qKgIMB95/Tk0xuGm8en0rHEBFiKg10h3Sy2wZgR6ZSm+Q1f410lOqgt8HLV8czFCfwyfyy9QmXBrrjSwH9/P8RF7220m9nSGVCFKSdQVib5Jnh42F6R8PT0tOjXUnJzc/nll1+4/fbbO+UHg0oX56//gLHuw9wnkl1R11NJgzDe6lK4rC49SusqVURTcJF2KwM1JwlO/BbeGwZrXobaGouVy96hUqpW33A53D81v4LyatXrpTmU5MpCd4ZLNwtxKi/LdjRVc1F+ecUFeuCruJEaFu7CVdq1LHZ5hokrpsIf98Cmd9CveZZ/9A/gIdhfOd6dVmRO/8sqrrIoYz0kxnG6QXdFRcDkXBsTXb8YSZzyUaQ6r3gY/nleNUTvrKx6UvaZ8Y+TUnoUWEZMNV2YUnp6ZCsiNuk5HTzqjJBrq2Dfj6g4kQrrogyAKky1Fbu+krfDBlga/APFNlL52iRiSolGA9NfgGHz5H07PofTu6VtYy0c+0s+phSLncCfCmHq/ISwNrtnDvFx4/5pPc3tH3aksyu1/SZ9qfnlXPHRZn7YIX/n+3vo+erGkTxwbi+0GnWu0FkQBIEHpvUCpBS5GQPDO3hEjRPQwAerxok2EW2Jt5sqxg6N8Wf5vRN4ckZfC+HucGYJV328hft/2CNHknci1P+cE6ifYNn74nNWGdng4GCqq1sWJnzo0CGb+xMSElozJJUzhWMr4bjCOHX686Tm2ng9u/lKN5BhA6Wwfa8w+9c0Vkt+VYd/p9zvQUASFHqHSYJUtL8Hni5aymukCemRrBKGxQY46zc646kqOGXervYIo8xUhG+tlIaZn33K3mnNYmuybK4+unugJOyc2gG7v+HN9F9w0duOjNAL9sOod5l6kllcRVpBBbGBnmxOkiexUf7uVqHjDYkPkleAkvPsiP0B3WDuUvj6Iig5Le3b8AaUZcHMt53qY6LSSpL+tfzsOfc5Cy87URQ5bREx1fSUFGWpa4uIKZ0rDJ4Dm9+V2ru+hFG3g7rg4xzK7URsVhW16zDOCgyVsG+h3B52o9Xr2FYqX6GNSn1ORxDggtcgbRvkJgIirHkJrlsMp3dBdV2ktEYPPc912tPmlVVbLKqc39/BfYoTmDs2jp93nuJoXWT4f349wLJ7JuCia9u1/+X7M3n8l/2UKhb1hsT48cG1Q4nwa7qAr9J+3DetJ5cMjiDM182pZvxtRVcKgnhyRl9eWJ4IwGPn92mk99mBXqvhlgnduXhwBK/+eZRfdstzg9/2ZrDqcDZ3TenBzeO7dZrXY7tETBkMBg4ePMiaNWv47bffWLNmDQcPHsRgaOMVm3bC21uaaJeX214NrKiQJm/Kan0qKp2GqhJYrii/HjcBEi4nLV963X5Qe7G03zNYThEI7SdFNuhcQbD8MKsW9WSjiHrJTeS247fzhO573Kg2C1MajWBR3c1eNT8V24gl8oqw4B1OtWuQuV2Wl9H664siW09KwlQAJcwx/QEfjIIvzoU93+JitBSlxIB46H+FjSsJMPouQEo5fMJwMwAbT+RZ/AQY3yPI+vQGKCOmjmeXYbKXLx8YDzf/DcF95X17voNvLoVyOxEdKu2LsRZW/p/cjhkLfS+26JJTWk11rbxKGxXQ9AlXuCJiKqOowcqgMpIj9wikbWnydVUaoUw2nUanEJrzVesAp3PoN7mSpd7TZlU7W6l87ZbqonOVIqfqOfG3lLqbvFbeFzMaXJyXavf34WzqvxbCfNwc+hY6A71Ww0uX9ze3j2WX8en6tnutVxmMPPnbAe5auNtClJo3No4fbxujilKdnLggz04jApxJzB0bx7uzh/D1TSMZEx/Y0cPpVIR4u/Hm1YP4Zf5Y+kfK866KGiOvrzzK9P+tZ9WhLKcF0rSGNhOmcnNzef3115k8eTK+vr4MGjSIadOmccUVVzBt2jQGDRqEn58fU6ZM4Y033iA31zmeKB1BTIzkZ3LqlO0ohfr99f1UVDoVK5+A4rq0MI0OLngVBIH0uvSZ12tnsWzMD3DvHuubR0Gw2neP4W6mVr1Bfr+55n0aTNymW85Kl8cYIR407x/RTY6Q2nay8+Y8dzZEUcSlUq664xYQCV4h5nZNcZat05rFyax8+hat50P922x1vYsBh16HPEv/jBLRg29qz2Vm9Qucvm4DXLmAjR5TLS/k6gPnPAWXfsRXvT7iaJ1v2V8Hs6ipNfHvEXkSO64JwlQfhZhZVl1LWoGDSl++kXDTnxAzRt6XuhE+nQwZext9LpU2Zs83kHNYbp/3olW0x4kcOSouyMsVH7emR7vFBMrRVVavk8B46DZJbu/8ssnXVWkEpfAbN17ezjsOpq6RCtJl2KV43Q64Etx8rLoU24iOKihvx4XhHudASD+5ffAXyNgtt5WvESdgkcbXPwxNO6SzDYsN4LrR8j3+u/+esDAhdxZJuWVc+sEmvtsqp/J7u+p4/9ohPHNxQptHaamcfdwztYd5e97YuI4bSCPotRouHhTBpF7BXSrSqz0ZFuvP73eN56XLBlikaaYVVHDbt7u4YcF2TuSUOrhC2+P0T7Djx48ze/ZsoqOjeeyxx1i/fj1eXl6MHTuWmTNncu211zJjxgzGjh2Lh4cH69at49FHHyU6Opprr72WEydOOHtIbc6gQYMA2L17t83j9fsHDhzYbmNSUWkSx1bCnm/l9sRHIVRK75QncgJeccPA1dv6fLASpopEL8px59ew++HGP6n1624+FqvJoe+qObDkDihMYaRCmNqRUmA/+kXFgqySKgKMspDnFxqLi6+criCU51hVRmwSRgMc/xuW3EHU54P41OV/XKjdjkvD1Ly4CXDZp1zu8SVP1d7IQbE7e09Jq/Y7qyIt+7r7gt4NBl/LgDHTzbs3J+Xzy+5T5jQTV52GyU2onOTlqrMwsj2U0Yhxvrs/XL8EBs6S9xWnw4LzYe+iRp9PpY2oKoZ/X5Tbg2ZDpHVlW6Uw1SOkeVEVSrPZ00WV1u+J4TfJ24d/hwpVHHcKylS+2LHydm2l9N5TcQ7ZhyF9m9wefqPNbrYipgoratrv+1YQLD9/jyyHzP1yO2KI056quMLAZkUUblun8Sl59Pw+hHhLacg1tSae+PWAUyMQluw5xUXvbbTw7BwQ6cuye8czc2CE055HRUXJnZN7cOWwKGYMCOfOyfEdPRyVVqLVCFw7KoY1D03mxnFxFj50G47ncd7bG3h26SGKKzsmq82pwtQ999xD//79+fnnn5kwYQJffPEFSUlJ5OTksGHDBn7//Xe+/fZb/vjjDzZs2EBubi4nTpzgs88+Y9y4cfz0008kJCRwzz33OHNYbc64cePw9fUlKSmJPXv2WB1fvHgxADNnzmzvoamo2Kf4FPw2X26HD5aqYQEGo4kMhSF1dMPKHEr0lseK67yktiTnQ+xYNp37Ox/WXkytqPi42bcI3hvGuCMvEi1Ik5jiSgPHOlip7yocOFVMiCBXEvMMisIrSL4xDRCLLCohOsRkhOR1sPQ+eKMnfH8l7FuEi7GBf5NXGEx4CO7ZDfOWwaBZ9IsJNR/ek1ZEXlk1iVUNop6Ceps3h8f6E17n+2M0ifzn1wPmY1P7hODdxGiYfhFyVMDBjOLGT9C7S6b9570EQt3rsLYSfrsDfr1NMvVXaV82vCmbZOs9pKg6G1gKU81Lh4/y9zAHYBlNIpkN0/n6zADPukhDYzXs/b5Z11exg1KY8u9mWYgg71j7j+dMRRktFT7YpsBTZTBSaaN0utEktr0BupI+M+Tt7ANQqkg3D3Peou2fBzOprRPcAj1dGBHXfr6VPm56nr1Y9m3dkpzP4l2t93usMhh5dPE+HvhxHxU18v/yxnFxLJ4/htjAtqk4qKIC4O6i5Y2rBvHBnKGE+Dj2AFXpOvh66Hn6ogT+um8CE3rK9+1Gk8iXm1KY8sZaFm5Lw9jOAQNOFaa++OIL5s+fT1paGn///Tc33ngj3bp1c3hO9+7dufnmm/nnn39ITU3ljjvuYMGCBc4cVpvj4uLC3XdLZXHvvvtuC6+pt956i/379zN+/HhGjBjRUUNUUbGkthp+mgsVdebWWldp4l5nCp1ZVGX2aBAEiHTkWaAwKgYoEaWbpO0nC6g1mjica+C12mu4pOZ50vRy9BSmWlz2fMVa1wf4SP8/RgqJbFeYbavY5+DpYsIERXSHdxg6b3llOFgo5uBpB4KNySQZ0q54FN7qC99cLFV2qiy06FYhuvKHcQyp5y2ABw5J4kGgvGI2JMbPvL03vYijWaWkiKEW1yBcnnRoNAI3j7f9nXDjOMffFUr6R/qatx3+nkoEAcbcBdf9KkVR1bP/R/hkolwtSqXtKTgJWz+S2+PuAx/bK/5JuQphKrh5wpSbXmtRmS+1oEFqjVYPQ66T2zu+kIRaldahFKY8gyFQTgWh4GT7j+dMpKYc9v0gt+1ES5U4WPVu15LqQT1lEViJZzB4Oy+q6dfdp83bMweGt3tVuvP7hzGtr/wd+OKKRPLLWla0CKSqtbM+3cpPO2WBy8dNxyfXD+PpixJw1aleRSoqKi2nZ6g339w0kk+vH2YRZV5QXsMTSw5w8fsbLYpJtDVOFaaSk5N5++23iYhoWUhpZGQk77zzDklJHWuQuXz5ckaPHm1+ANTU1FjsW758ucU5Tz75JKNGjWLz5s307NmTWbNmMXr0aB566CECAwP58kvVv0KlkyCK8OdjcHqnvG/GmxAiV7FQ+rGE+TRSPcRUa9Gs1ErCVFl1LYmZpRzNklKtDondWDTkW7jkA/CVvRi0mLhAu4OfXJ/ngn8vkKr25HW9lN725Fh6Bp6C4mbXO9zCYypIKGb/KRuCTUkmrHkZ3hkIC6bD9k+gLNuyj9aVpKAp3FVzL8OqP+Idv8eJGX05aK2LuA6O9jNvHzxdzKGMYtLEBpMPv1iL5pxRsVaRL9P7hVqkdTZG/whZmDqcUdK8dIn4KXD7BkvfqYJk+GI6bHxbFSbag9XPgLFuUuwdAWPtR0lbRkzZSSd2gDLa06Yf2fAb5Si6wpNwfFWzn0NFgShaC1MBCtG5MKXdh3RGcvBXuaqdizf0v9JmN2Uan6tOQ5CX7CvSrsIUWCxSmPHv5rRqmOkFFWxXTKAuHxrllOs2B0EQeO6SBDxdpHumogqDuVJYc9mdVshF729kX3qRed+QGD9W3DeB8xLaL0VRRUXlzEYQBKYnhLHqgYk8cl5v3BVzvkMZJVz18RbuXbSHrOIqB1dxDk4VpsLCnPNB6azrtJTc3Fy2bdtmfoBkNqzc19Cs3c3NjTVr1vDf//4XDw8PfvvtN1JSUpg7dy579uyhR48etp5KRaX92fSOZQrA0Lkw9HqLLsoJXHRj5dmNliuyseHyauHe9EILP4Te4f5ShMI9uyQxzN8ySia4NhPWvQrvD4OPxsM/z0mRPapYYMZoEslIk6MOREELHkEWwlSwUMSuVEX0U0km/HYXvN0f1r1i7fOi0UGPc+GyTxAfOc58wwMsN42mEjcuHhRp10iyX4QPLlrpa6S61sRvezKoxI29prrIOBdv6GOZwuzuouXbm0cyc2A4kX7uXDE0ineuaZ7HSIIilS+/vIaskmZ+WfpFw9xlMOkxWZQwGWD105L3lCqMth1pW+Hwb3J72tN2K3KVVBnIKZUF2Oam8gHEKoWpfBvClF+M5Wt064fNfg4VBdUlsugIkjDlHye3VWHKOSi/wwdeDa623xtK8cnfw8XC8Da/vYWpsAHW+3wjrfe1kCV75Gip+GBPBkb5OujddkT4ufPweXIK+5I9p9lwvHkFntYczeHaz7aSq/j8mzMqhh9vG0NUY/dkKioqKi3ATa/lrik9WPPwZC4dbBlk9Me+DKb/bx1/7Gt91W9HqOUbbDBv3jxEUXT4mDdvntV57u7uPPfcc5w4cYLq6mqysrL46quviI6Obv9fQkXFFvt/libf9UQMhQtes+pWX5EPGvGXAquIqSExcprUtpMFFhEPfcLrIh50LjDiFrhnN4ZZi9gsDsQkNhA/sg9IPjQLpsNr3WHhLCmiJW2blIp4lpKYWYKnQTZ3Fb1CQaOxSJMIopgjWSXklVXD4T/gvWGw9zvL/5WgkaqSXfQuPHwcrlsMg65hV5aRY9ny/+ziwfYjYF11Wvl/ChzOlFbw7zHcw4Ged8L1v4KnddnecF933r92KJsen8qbVw/C3aV56Qj+ni4W6aX70puYzqdEq4MpT8DcpVLUTj2ntsPH46VUM7WCmHMRRVj5f3I7fDAMuNpud+Vnh5erjlAfV7t97RHTWMQUwGiF197J9ZB9qNnPo1KHsiKfoJXSZlVhyrlk7ofTu+S2nTQ+gJxSWbQP8XG1FKbK2lmYUlbmq8fHOcKUKIr8ultOd7t8aFSHVua6YUwcgxTC2P8tOUhlTdMW2Jbtz+DWr3dSZZC+f3QagRcv68+Llw1Qq+6pqKi0OWG+brx9zRB+mT+GAQrrjJKqWu5dtId7F+1pM3P0dvmEKygo4PDhwxw8eNAq0khFRaWdSFpjaXbuHwfX/iRVTGuARcRUgAN/KbCKmBoaKwtTy/bLRqR6rUD3oAaruhoN+r4X8kOfdxlb/S4vGWaT4dodK6qK4NhfdREt0+HlKPh4AiyZD5vfh+S1UJYjTXzPcDaeyCMUORpKU+/No4iYchGM+FJO5ur34acbwKDw1vGJgnOehgePwNw/YNhc8JDT6L7ekmreHtM9kG5Bjo1VbUWxpIuh1E54FKJHNvfXazKDFf5Wu1Jbkf8eNx7mb7KsGlVbCX89Dl/NkNL8VJzDwV8sU4jPe0kSVe2gFKbiQ7xaNNGMCZSFqVRbEVMgpXWGD5LbSv8rleZRliNvewZJ/9+GwtRZ8DndpiijpSKH245EqiOnRF7ECfF2s/BcyyqutHVK2+EZZL3PScLU7rRCUure34IAlw5xXiRWS9BqBF6+fKDZ4yqtoIIFmxr3V/v3SDb3/bDXfN/k6aLlm5tGMmdUbCNnqqioqDiXYbEB/HbXOF66bIA5PRmk6KnLPthkcY/mLKxNQ5zIZZddxubNm8nLy7PYHxERwbRp05gzZw7Tpk1ryyGoqKiAVHVt0WwpXQnAI1AygfYKttk9XSFMxTQaMWUpTPUNs+0DEx/sZXe174L+YfyxL4NPjRexsOoydt0Rg+vJ1XBsJaRtsYrKwlgDWfulhxIXL2kSVP/wjZYEG6/QukcIuHo7zdOiVZhMUFsFhkowVMg/jQapipyLpxRt4O5ncdrfh7MZ0cD4HJD6avTm/8d07U767f0CqJsEuvrCuc/AkBts+kUB5JRU8eeBTHN77tjGb4bj7RhSx7cg7ao5DI/1Z/l+aaw7Ugob6d0IHgFw+afQ9yJY9oDskZO2GT4aB+c+B8NvdiiiqDSCoQpWPyu3+8yEuHEOTzmqSAPu2cLXk7JiVXpBBaIoWgtcggCj5ktVGgH2/wTTnrE9kVZxTEN/KbD0mTOUS1FVdr57VBqhulR6fdbjIFoKrCOmfBSVTzPbwS/EAmXRiXrsFD1oLt9vSzNvj+ke6LhgSzvRL8KHm8d349P10uLGp+uTuWFMrN3qswdOFXPn97vNVbD8PfR8fdNIBkb5tdeQVVRUVCzQagSuHRXDhJ5BPPjTXvP9dnJeOZd9sIkP5gxlYi/nfZ+3qTD1+++/A6DVavHx8cFkMlFcXMzp06f5+uuv+eabbxgzZgzffPMN3bvbiJJQUVFpPclrYeE1UhQIgM5dipRSVFdrSLOEKaOlaBQb6IlWI1iVGO1tR7ACmNw7BA8XLRU1Rsqqa1mW4c0VY++RTJGrSqT0qtQtkj/N6Z2SoGOLmjLIPig97KFzAzc/cPORRCpXxU+9O2hdJOFG6yIJPdq6BwKIRhBNkueVKFq2a6vqBKa6nxbtSunvbxahquT/R2N4hkiG3YNmkxs8ht1phczUKoQY73DppyBIwluJ5LPxuv5TuY9PJFy/BIJ744gvNp40r9SG+7pZVBeyh62IKU8XrcUEqC0YHitHeR3KKKbKYHRs0t8U+l4EMWNhxUNwaIm0z1ABKx6Gw7/DJe9bRn+oNJ3tn0Bx3eRRo4Npzzruj2XFxX7hPg562kf5+VVaXUtBeQ2BXjZSAvtfDn8/BeU5YKyWolImPtKi5zyrsRCm6oQ9d39JGK+u+38WpqjCVEs5sFj6ngPpb5pwucPu2RYRU5apfJ1CmPJtvUF5UUUNy/bLCyrXjopx0Lt9mT8pnoXb0iirrqW40sCXm1K495yeVv1KqgzctXC3OX3Py1XHd7eMIkFR6ENFRUWlo4gO8OCH28bw3r/HeXv1cUC6p7r56x28N3so5/d3jj94mwpTixcvZujQocTExKCpW2murKxk3759rFy5km+++YbNmzczceJEtm/f3uJqfioqKnY4vhp+vE4WQfQekigVNdzuKaVVBotKPo16TIX1h9RN5qaLTkNsoAfJuZal2R2tYLq7aLl4UAQ/7JBMuRduT+OKYXU3rG4+0GOa9ACorYHcRMkHJvsQZB2QhKiKfMfjrKe2CsqypEdXoDwH9v8I+3+kOvQcXMXrCBGUwpTiy8Az2CxMWXD5p42KUvll1XyjSOObNzYOnbbxCKH4YOtUvxAf6/RQZ9M33NssZhqMIvvSixjV3drPqtl4BsJVX0Hfi2H5Q1BZF52WsgE+HAvTn4NhN6nRU82hukzyh6tnxC0Q5LggiMkkcjijxNzuH9myCZq/hx4/Dz1FdZ9pJ3LKbAtTOlcYcTOsfVlqb/8cxt4n+eGpNB2lx1R9xJQggH+sHOFamALRI9p9aGcEu7+WtwfNAhfH38/KiKlQHzcCLYSpdk7la6OIqcW7TlFTKwk6QV4uTO/XeSrW+Xu6cOO4ON77Vyqo8dXmFG6b2N1qEeWZ3w+ZLRQ0Anx83TBVlFJRUelUaDUC90/rRd9wHx74ca/5/vvuhbv58sYRTOjZ+gWnNr2zvvzyy4mLizOLUiAZhI8ePZqnn36aY8eO8fjjj5ORkcFTTz3VlkNRUTn72LsIFs2yFKXm/AzdJjg8Lb1Avll11WkItjWJUzLzbSkKCQGuWQRADxvpXaGNiBXKVc5dqYUcySqx3VHnIvnBDL4WzntR8kl6NBkeS4Fb18CVX0oeSkNvkCrNhQ0ErzDJiLczo3UBN1+pwp6LF2CdbhiV/Q/v6d8jAEVetzLdSOEzVU+27yDJR6kRPttwkkqDZM4a4OnCdaOb5mkRZOP1EeLdfJPq5qLTahii8JnamdrKdL6G9L8c7tomRVHVYyiXxKpvL4WiNLunqjRgx2eywKf3bFIkUnphBaXVcjRm33D7EZeOEATBIg3wRK4DT4ThN0nvQ5CE68O/t+g5z2oUEVOiZzBHs0qpMhhVA3RnkHUAMvbI7WHzGj0lp0HEVIRigSizuAqxPf2+XG1EPXo1HpXrCFEUWahI47t6eHSnMwi/eXw33PTSmArKa1ihSJcH2JNWyK+KioL3T+vF+J5qGrGKikrn5LyEMBbeOhofNym+qdYkMv+73Rb2Cy2lTSOmGkOr1fLSSy+xZs0ali9f3pFDUVE5cxBF2PQ2rH5G3ufiBdf+2CSBQml8HuXvjkbTiB9TcC94MFFKU6sr/WyrnHFjFbUGRvnRP9KHg6clQWrBxpO8duUgh+dY4O4Pkf4QOdT2cZNJmhyXZUvpgdWlUmnz6rrtqhIpmspokHyajDXSttEglz8XNKDRSj8FraItSCmSejdJANS717UVD4u2h+Knm3Ssoe+TKEJpFqRvg+2fQepGAM7V7rbs5+Ynb9sQpv41DWF2I3+6gvIavtmSYm7fMqEbnq5N+3rwdtMjCJZ+xo2JkM5iWGwAm05IkXJbk/O5a4rjKJxm4xUCV38rmXaveBgq68Svk+vgwzEw/QVpctgZPMs6K9VlsPk9uT3y1iZ5Nx1SREt1C/K068vSFHqEeJt9EY5nOxCmvEKg/5Wwb6HU3voBDLhS/f82h3LZ/HzdaZi3dj0Rvm6sHxor33CqwlTL2P2tvB05DEITHHYXRZGsEsuIqTBf+bO5osZISWUtvh5tm3Ztxtb7SNO6BaMtSfkk55WbLz97ZOdJ46vHz8OFSwdHmiPCf919msuHShHhoijy0opEc9/+kT7O/x5TUVFRcTKDo/347pZRzPpkK5UGyYbl3kV7+OMex96hjdGhwlQ9gYGBHDzowBNGRUWladRWS+bNe7+X93kGw5zFEDG4SZc4VaisyNdIGl89iqpuAH42bnSbkt41b2w3Hv55HyDdvN03rZfzTEw1GmlC3FUMjQUBfMIh4VLoexFp715ATNE2635uinB/T2thanF+HNPLqm2nL9Xx+YZkKupKWft56LlhTFyTh6nVCHi76iipkqNbGhMhncXY+EDe/UfKdd9+ssA5PlMNEQRJnIibIL23jtYtotSUwbL7paiai98Dv2jnPu+Zws4v5DRbvYfkG9cELPylIlrmL1WP0get0Soyo+fLwlTGHkkYjhndquc/q1Ck8i1Plj4TMoqr2Fnsg/mvqFa6bD6GKimlu56hNzR6SkF5jflzHaSFJl93Pe56rTk6NrWgnIEefs4ebbuhND2f1Cu46fcs7cyVw6LMwtTmpDxySqoI8XFj04l8i+IdT1zQ11zJT0VFRaUzMzDKj/dmD+GWb6Rqy0ezS3nr72Otuma7xrvu3buXa665hqeeeor33nuPt99+m1mzZrFixQpGjmy7suIqKmcFpVlSeXulKOXfDW5e1WRRCuBUoZzKF+XfMlHI191amGpKFM0lgyPMQlStSeSTdUktev4zDSManq+wY3KrFKZspEUkmmJYnZht99qF5TV8vTnF3L51Qne8mhgtVY+fh6UPT4h3+0RMDY3xx6OuhG11rYmdra3O5wjvULjme7jsU8soteQ1UvSUslKWioTRAFs/kttNjJYCOKiImEpopTClTOU7ntNIqHn4QEmErGfrh6167rMORSpfvij/31KJlPvkHW3PEZ0ZHFkGVUXStt6jUdNzgHTFd7m3qw5fdz2CIBAbKIs3KfkVtk7tEmSXVLHykOwVOWdU09LPO4Jhsf7mexuTCGuPSu+T77fJvo4TegYxtkcXWThTUVFRAab1C2Xe2Dhz+/MNJ6kxmlp8vXYVpsrKyvjpp5944YUXuP/++3nooYc4cuQI11xzDQsWLGjPoaionFmc2gWfToFTO+R9MWPg5r8hoHkVLy2FqZatPtqKmGrUqwrQazXcPkke76LtaaR14RtnZ7HqUBZ/l0RxSrRx02oRMWV5vErUU4ErKw/ZF6a+2HiS8rpVdV93PTeMaf7NfcP/d6hv+whTLjoNoxWG5xtO5Dro7QQEQTIcvnMr9Dpf3l9TCr/eCn/cK6W0qkgcXQGldX4qGj2MubtJp4miyIFTReZ2a02Ae4bKwlR2STXFlQYHvZGipupJXAqFqfb7qlhiR5jKcYuT+1TkW5qkqzTOHkUaX8JlUlGQRlBW1430d0eoS6XrFiQXrEjJK7c6r93QtC6F8JstKeYqshG+bkzp3XkrPQqCwJQ+8vjWHc+ltMpgsWiknNypqKiodBUeO7+PecHDaBLJL6tp8bXaVZgaP348mZmZLF68mLlz5+Ll5UVFRQVXX301sbGdd6VDRaXTIoqw+X1YMB1KM+T9Q+fCDX+0qCT36aLWR0z5NIiYCvR0abIh6dXDo4moEzYMRpHXVh5p0RjOFERRrKvoI3DA1M26g1KY8rCsSleANyCw8XgeZQoj6XqKKmr4yiJaqluLvHwaRshFt/B10xImKExiNxxrp8muTzjM/gEu/Vgq2V7P7q/h82mQd6J9xtHZ2f6ZvJ1wqU0PNFuczCu3qAw6ONqvVcMI83GziAJsNJ2v1/lStCmAaILtn7bq+c8ajAbZhw3IE+X3RpnW3zLSMFeNmmoypVmQvE5uD7m+Sael20nLj+tIYWrSY/L2FZ/Z79cIFTW1Fml888Y1rYpsRzJRUbFq84k81h/Lw2CUhDV/Dz2TenVeYU1FRUXFHu4uWh6eLlf+tjXfaCrt/ikeGhrK5ZdfzoIFC0hPT2fy5MlceeWV/Pbbb+09FBWVrk1FASy6Blb9H5jqPgQELVz4Blz0TovLnCs9ploaMdVQqIhshlDhptfy8HnyB9yy/ZlsP1nQonGcCaw5msPhTCmtKVW0UcFIWemoQcRUqSBVMqsxmthwzDqa6IuNJ81fIL7ueua2cMVWaGBq29LXTUtQlqc9nFlCbmm1g95ORBBg8Gy4Y4NkRFxP9kH4dDKc+Kd9xtFcTEYoyYTTuyBxmSQebXgTVj8LKx6Ror6WPSBt//McbPsEDv0GOYnSuU0lPwlSNsjtEbc0+dRdigqLvUK9bKYGNwdBEIi38JlqJJ1Po4VRd8jt3d9KBRJUHNMgCiof+bPJKALBfeSDajpf0zn8O1BXXcI3psmeZ8oKu9GKz+RugbIwldTewtSYu2DS43D+K9D3khZf5pfdpymqE689XLTMGtH5TM8bMrKb7MVZWGGwSOOb0juk0wtrKioqKva4cEA4MfULIK0o9tqm5ufDhw/n3XffZezYsTaP+/j48Nlnn3Ho0CGee+45Lr300rYcjorKmUPqZvjlFiiRSwzjHQFXfgGxtt9vTaG40kCpwsS6pcbjfg0mkhG+zbvOpYMj+WLjSXNlrsd/3c+Keyc439i6k2M0ibz6pzyB8wiJB6VGp/ewFCAbREy5uHtBXVGm1Yk5XDAg3HysuMLAV5tSzO1bxrcsWgqgtMoyNSrIq2WiaEuID/Yk3NeNzGLpF92clMclgyMbOcuJ+MfCjX/B6qdlP6KaUvj+Kpj5Pxg2t/3GosRYCzmHJaEs9yjkHZN+FqaA2AyBSYmLF8SOg/6XS+lEOgfpuYd/l7eD+0L0qCY/ze40WZgaFuvfkpFa0SvEi33pRQAcaUpJ4yFzYM2LdVU7i2HvQhh1u1PGcsaiSOMTXTypqpJfH0ZRlCq4pm+VdqgRU03n4K/ydsKlTa4SmZwrRwbGBcnClDK19WhWCUaT2H6G226+MOU/rbqEySTy5caT5vbVw6NbLV63B34eLkT6uZuj0jcn5ZuPje+pekupqKh0XbQagWtGRvPaX637bm9TeX737t1MmDCB888/n7///ttuPz8/P44eVW9SVFQaxVAFK/8PvrzQUpTqOR3u2NgqUQoso6VcdZoWCwwNbxJteU45QqMRePGyAeb77+Tccj5Yc/alR/20M52j2fIkesLIEZYd3Bp47zQQppT/hzVHczCa5GWMX3afolQZLTUursXjVIqZYB1B1ZYIgmCRzrfORmRYm6NzgfNfhqu/lcRCkMSfpffCP89LKbdtjaESTqyGVU/CgvPh5Sj4ZAL8Nh82vS35PRUktVyUAqkS4fGVsOR2eHco7PvR/u+WuFTeTrisyZNpsIyYGhrjHGFKWdnvkMJY3S6u3paVz7Z+BKaWG3qeFSiEKZO7ZVqSySRaRkypwlTTKD4li3kA/a9o8qlJuXI0VI9gWYzqE+ZDvQ5VZTBxMq+R1NZOxpqjOSTXRXoJAtzYiu+u9sZeIYf+ka3z0VNRUVHpaC4aGNHqa7RpxNSmTZu44447WLVqFX///Tfh4eFMmzaNoUOHEhUVhclk4t9//2XlypWqx5SKSmOc3g1L7rBMgdDoYNozMPou0LReZ25Yka+lAkNDYcqzmVXeQPKVmTc2ji/rono+WpvEeQlhZ80NXGF5DW+slP/Xlw+NpFtPb/hL0am6wYSiQQSLj6sWnUag1iRSUF7D3vQihsX6I4oiC7fL/hyzR8bg08JoKYDR3QMa9+1pQyb0DOannacAWHc0t30jAJT0uxj8omHhLCirM7Xd8IbkU3TOU80SZ5pE8WlJADr2lxRFaWxGGqOrr+SV5R0G7v5SNJSrN2hdJPHKZISqYun3KD4tfe6ICmGm5BQsuQ2S10qRYXqF4X1ROmTsltt9L2r6r1Rh4Fi2/FpyVsRUv3B5QpiYUYIoio1/vo28VYqCE01QeFIS5Xpf4JTxnJEohCmju6VIbhRFCJJTtFVhqokcWylvB3SH8EFNOq24wkBemfx5oExldXfREh/sxfG6z+xDGSX0CPF2znjbgc83yNFS0/uFEqtITezs9A33YdVhy2IkrjoN3YO6zu+goqKiYovoAA+GxPiR0XhXu7SpMDVmzBj27t3Ld999xyuvvEJiYiLffPMN334rVxcR61Zb7767adV6VFTOOmprpMnt+jcsox0Ce8Jln0DUMPvnNhNnVOQDrLwSWiJMATw8vTerDmVzuqiSWpPI3Qt3s/Se8S1OOetKvLA8kfxyqbKFu17LI+f1Bu8GqVM1jlOSdBoYERfAlmQpZWDNkRyGxfqzM7XQQkiaPTK6VWO975xe/JuYQ3GlgY+vd97rsalM7BVsFuDyy2vYnVbIiLiAxk9sCyKGwC3/wMKrpVQ6gI1vSSLy1P9r/fVNJkmI2vIBpG503Fejg9AEKZUuuBcE1T18o8ClmROhmnKp6ueBn6VIKVNd+ua+hVIZ+1nfSd5MAEeWy+cFxENI3yY/za40OVfV30NvUUGsNfRVRCqUVteSXlBJTGAjn3H+cdBnhhz9teUDVZhyhEKYMrhbpibV1Jqk12A9pRlQVdKk6nJnNUqvul7nN1ncTlJEQXm56ghp8N2REOFjIUy1a/pzKziUUWz+PgO4ZULzqg53NBF+1hVr+4T7qP5SKioqZwSPTO/Nvv+1vABSmwpTIKVZXH/99Vx//fVs27aNlStXsnfvXtLT0zEYDMTExDBnzhxmzZrV1kNRUel6pG+HpffJE9x6Rt8pRWDonVv97HRh6yvy1TO8TgABuHJoVIuu4emq4/UrBzLni22IIqTkV/DEkoO8e83gdk0Xa2/WHMnhl92nzO2HpvcivN6na/wDsPF/0nb/Kx1fyM2PyTHB5hv5bSelnz/tSDd3Gd8jqNUrzsHerqx/dAoGo4i7S/v7gPm66xndPZCNJyTz5b8PZ3ecMAVS1NTcZfD1RZBzSNq3/jVpvzI9rDmYTJIotOENyS/KFi5e0G0ixE2AqOEQNtAykqk1uHhC98nSY+KjUjpf2hbp2NEVsOEtmPSI1E5eI5/XZ0azIsU2nZAnnaO6BTrtfe7jpicmwIO0Aild+XBmcePCFEjRqPXCVMoGyQS+GULbWYVSmHKzjJiqqDGCT5T0Gq2pE01yj0J0g/RkFZnaGjipqMbX45wmn3pM4aMWH+Jl9T5KiPDlt73SuvahjOLWjbMd+ULhLTUwypfhToqobC9CvK0/jyNtiFUqKioqXZGxPYJaNQ9oc2FKyahRoxg1qukGqCoqZy2VRVJFrJ0LsChv4BcDl3wI3Sa0ydM6oyJfPS9dPoAvN6UwNj6waRNAO4ztEcQ9U3vy7j/HAVi6L4Mh0X7cNL5bq8bXWckuqeKhn/eZ2wOjfJmnrJY3+T9QlgtFqTDxYesLTHhYEi8Azn2OETWyQLMvvZjKGiP/Hskx77tqeMtEw4botBp0HehNf26/ULMwtepQFv+5oE/HipeegTD3D/hqJuQmSvuWPSBFLDWxqpaZU7vgz0ekSnoN8e8mpRD2PA+iR4K2HaIJ/WNh7lL48Xo49qe0b/3rMGiWJD6kb5P7dpvUrEtvOiFXdhvXI9BBz+aTEOFjFqYOZZRwfv/wRs5A+l+FDYCsA1J79zeSn5iKNYqqfNUulsJwZY1RSjcP7gOnd0o7cw6rwpQj0rfJIp7OTSo80ETqK7kC9Au3TtNLaOC51qTU1g4mp6SKpfvkJJGbx3fr9GNuSHDDqGcg0NNBEQkVFRWVswg1dlRFpTMhinBoCXwwEnZ+gYUoNexGmL+5zUQpgJxS2ZMizLd1N0u9Qr15+fIBXDSo9WZ4953Tk9Hd5YnOC8sPs0YhrpwpGE0iD/y4l4K6FD43vYY3rxpkGeavc4VLP4B5y2xHbkx8WErxvPFPCOtP/whf3PTS+TVGE99vSzWnCGo1ApN7h7T579UeTOsXat5Oya/oUM8rM55BMOdn8Kz7G5tq4ZdbJe+mpmAywtpX4YtpDUQpAfrMhJtWwb174NznIG5c+4hS9Wj1cPkn4F0n7hirpUi+/ONQWW9eLjRLeMgrq7aomDcm3rmVqpST8cNNMUAHKdpr2Dy5vW+RVIRCxRpFxFRlA2GqvKauQILyMysnsT1G1XU5sVrejhvfrAhp5etb6a9m3qd4LxRVGMyV4joz32xJxWCU7onCfd24cEAThOVORoiP9X1VgGf7VbFVUVFR6cw4VZg6cuRIp7qOikqXoihNMk3+eZ5snAzSCvONf8FFb0vmxG1IfrksTHWmVTytRuDd2UOI8JVC3k0i3LNoT5dKQWgKb646alFC+umLEugZ2sz/ud4dBl1jrtDootPQP0I2jP92a6p5e1iMf5cos90UIv3cLYSHhgazHYZfNFyzEIS6cLLiNPjzscbPM1TBTzfA2pcsTcf7XQp374RrvoeYUc43VG8Obr4wSfG7HFgsp/eBJEI0rBzpgC2K136ojyvxwc41BFZOxg+cLjZ7XDbKgKtAVycKVBbCkWVOHdcZQ5m8WFDpYhntVllT548Y0k/eWZ/mqmIb5Xup+5Qmn2Y0iSQqI6ZsVILz83AhVhHJvP1kgVWfzkRljZHvtsnfXXPHxqHvgr5MgZ6uNKzLEdjC6scqKioqZxpO/VTv378/c+bM4eDBgy06f+/evVxzzTUMGDDAmcNSUencGCph3Wvw/kip6lM9WleY+iTcvgFix7TLUArKaszbne1mKcTbjS/mjcCzLne5rLqWG77Y3jkiY5zAkj2n+HBtkrk9Y0A414xonSl5PUpxKzVfTtccEuvnlOt3Fs5VRE11GmEKpKihyf+R2/sWQfoO+/1ra2DRLEsBxC9W8q26+msI6tF2Y20uA68Gl7rXV3WJZBBeTzO9mCzS+OKDnJ6mMzDKz7ydU1pNZnETI5/cfCHhMrm96yunjuuMQZHKV6639P6pMAtTasRUk6itgYy9crsZ6b/Hc0opr/t7awToE2bbYH50N1k8VIrCnZHFu09RVCEVXPBw0TJ7ZEwHj6hlaDUCQV6Wi35qxJSKioqKhFOFqf/+978sXbqUQYMGMXToUN5880127tyJwWCw2b+6upqtW7fy8ssvM2DAAIYNG8aKFSt46qmnnDksFZXOiShKprofjIQ1L0KtIpS+2yS4cwtMfAR07XPTUmUwmm9moXNFTNXTN9yHd2cPQVu35JhfXsOcz7eSphBbuiI7Ugp47JcD5navUC9euWKA0ybmPRWlwpUMUkzUzwSm9wszb+9LLyKjM6WnTHhQMiOvZ+UT0mdAQ0QRlj8AyWvlfT3Pgzs2tGkab4tx8YRe58ltpTF7UO8mX0YURdYclSNuxvVwbhofQJCXq0VRh73pRU0/edhceTtlAxQkO29gZwKiaJHKV6bzszhcYStiqjxX8stTsSb7oJQeC6B1kXzOmsiu1ELzdt9wH7tVccfEK4Sp5M4rTJlM4v+zd99xVdX/A8df97I3yEYEF+AEcePee5Rpapqa1rdlVjZsW/orbdmwYVOt1DJNy22amooj9144UVRAkb3P748rd8BlX7iA7+fjwcN7Pmd9EA733Pd5f94fftQrev5g6zrVOtPX29mw2LkEpoQQQsOkganp06dz7tw5Jk+ezIULF3jppZdo164dTk5ONGrUiIiICPr06UP79u0JDg7G2dmZjh078vrrrxMdHc2zzz5LVFQUb775pim7JUTVc/MU/Hwf/DZWM4Qvj4Onpj7QuD/BvUGldimv7lCeqnqz1LOxNx+PCNOOYLqRmMFD3+/myq3qGZw6fu0OExf8p5lOHXCzt+L7cW1wsjXdjXdwIcMBm9cu+TCr6qCxr5PB8JT1x66bsTf5qC2g77u65ei9cHZjwe2OLIWDv+iWmw7TDNsrxZC4Sle3kKLMHkElPsTxa4ncSNR8EFepoFuIpyl6VkCLOq7a16UKTNVppylcn+fYHybrU42QkaQLpACJasOMqbSsu4EpRy+w06s/FXsPZk1lJMGBn2Hl0/Bjf/jlAc2slmm6gBIxugkw8AnV1BYsof0XdcdpVcSsdfqBqejbaVX2PfSfUze5EJcCaP42TOxYvSc+CfU3/FteFR8CCiGEOZh8gLaXlxefffYZ165dY/78+QwbNoxatWpx5swZ9uzZw6ZNm9i7dy/nzp3D3d2d4cOHs2DBAmJiYpgzZw6enhVzMypElZCWAOtfha87GGZEqC0hYjI8s19TH6iS6sZk5+RyJDqBqNhk4pN1HyqcbS2xtqy69RvuC6/Ne/frniBH307jga8jOXMjqYi9qp7zscmM+2EvSemawsDWlmrmjW1VrlkMjQk0cjwrCxW1XUteTLc6UKlU9Nebaa1KBaYA6nXRZD/liZxruD79Dmx8Q7dcpx3c93XlFjUvi8JmCytFYEp/psjwOq64O1bMhzX9wNTBy7cL3zA/lUpTayrP8RWm61RNoJcthUpNstowSzMl427xc5UqX52peygwlZ6omW33oxD4azIc+gUuR2qKnG9+B75sB1cPaLaNPa3bz7uJ8eMVYv/lkgWmvJ1tqa9Xx62qDuf7focuO7FvEx+Tvz9Wtrb1DCcGqKoPAYUQorIZz+81ATs7O8aPH8/48Zr099jYWG7evMmdO3dwcXHBy8tLglDi3pGbq7kJ3fQOpMYZrmvQA/q9D57BxvetIFtP3+S1P45y7W6dlbyZ24AK+1BoSqPbBpCelcM7q04AmpoxD36zi/kT2hAeUPjNeFVxMS6Fsd/vMZgh78uHWtKuvnsxe5aesRtfLydb1PmrsNYA/Zv5MG+bplbXf5ducTMpHS8n22L2qkSdntPVkssbElarvmZ56/uQcjdAY2kHD3wPVlWo74Wp1QBUasMi7QDOtUt8CP3AVM/G3kVsWT7hAa7a10ev3iErJ7fkRZSbDtMMuwbNUKvY0+BZ8uGKNZp+YMreg/Rsw78tGdm55OQqmmHY3k3g0g7NipsnKrGTZnRuM/z5NCTFFL5N8g1YMgqe2AlxeoEpz0YlPk1sUoZBHcGiAlMAEfXdOR+ryUbaeuYmD5qorqGpHLt6h93ndYXZH+1cvbOlAHo08sLFzoo7aVnUdrWTwJQQQtxVaSkRnp6eNG3alA4dOtC0aVMJSol7x5W98H0P+OsZw6CUW10YtQTG/lGpQSlFUfh00xkmzP9PG5QCSM/Sfah0ryY3So90rMf7DzTXznKTkJrF6O92s/5YETf/VcCJa4kMn7fL4P//oxGhBsW7Tcne2qJABpyxaatrglB/F20mmKLAhuNVqAg6QECE4QfNI0s1/6bdhv3zde1dXgDXalLg18ISnPwKtpdw+OGNxHQORydol3s08jJRxwpq6ueClYXmD0Z6Vi6nr5ciy9KjoWGdMMma0tEPTDl4kpGdW2AT7XC+e6kAuqJoJjf5ZZhhUMrWBVo9AoM/g05TNVnToAlObZ1lmDFVilpt+vWlvJ1tis2K1b/Wtp2OJT0rp4itK59+bamwOq7FBtqqAydbK36c0IZJnerxzcOttDUzhRDiXld1x+oIUd0lxsAfj8MPveHaQV27lT30eBOe2gONBlTqdO+KovDhhtN8uulskdu52lePwBTAyDYBfPFQS4MPm0/8coCvtp4r+XTwlei/i7cY+e0u4vSGTs4c2pT7w/0r7JwqlQo3e8PhYN5VKYvIhFQqFf2a6YqgV7kgpUqlmckuz6k1mn8P/wpZdzMd7GpphvZWJy75fn9tXDR1tUpgzZEYbR34OrXsaORjvCaaKdhaWdDETxcw23vhVhFbG6E/O5+xGmH3KoPAlIfRAEdq5t3hfPmH8lXBv9MmkZ2pyZLaoldbzsIauk6D50/A4E+h1QToNR16va3bZt8PkHhVt1yKB1c7zul+Dq3r1ip2Ao2ODT2wvzvTbUpmTpUazncrJZPVR3R/vyd1qmfymTrNpVWgG28OakKzGlbnUQghysPsgan169fz2muv8eqrr7J8+XLS00s4fbMQVVVWOmz/GOa2giO/Gq5rNhwm74MuL1b6EB1FUfh44xm+2hqlbavv6cCPE1oX2NbZrsJG+VaIAc19WfBIW5xsdf3+YP1pXvz9CBnZVecJ8JZTN3n4hz3amlIWahUfjQjj4Yi6FX5ut3zBRh+XmhmYAs1wvjy7z9/iVr7C/mYXMlD3+voRzcxkx1fq2lo+DFbVrP5X/sCUXck/cK0+ck37elCoX4V/+GynV+Nlz4VSfhAP6qN7ffUApFSdD/JmlVyCjKm8mfn0MwYzEg2DMDVFThYsewQOLdK1uTeEx7ZA99fAJt9MqW0eNSwKn0elLvGQWEVR2Hpa93PoGlT8yARbKwu6Buu223ii6tTlW74/mswcze+Rp5ONwd91IYQQNY9ZA1Nvv/02AwYM4Pfff2fVqlWMHj2ahg0bsmHDBnN2S4iyURRN9sNX7TQFTrNSdOu8m8Mj62D4D+BS8rorpuuawpy/z/DFlnPatkY+Tvz+eAQ9GnkT5GV4k+xUyPTSVVnHhh6seKojAbV0hVGXH4hm9Le7uZlo/oD3n4eu8thP+7RDJvMKnQ9vVXGZUvryB6Zq6lA+gJYBbng5ab6/nFyFv6vQhy1AU5dIf+jbseVwZY9uWT8rp7ooEJgq2ZCbqwlpHLicoF0eFOpb+MYmoh+Y2nvhFrm5pcjY8W4KjnkfkBU4v8W0nauu8g3lM5YxlZJxt83O1fD3X3/YWk2gKPDnZDi1WtcW0AEm/Q0+zYzvY2VnGPTMY+9e4szDC3EpRN9O0y53LeHMlvpDyP8+cYPsnIJBxcqmKAqL9+pmLH6wtX/Ja8EJIYSolsz6V37evHm8//77nD17lmPHjhEXF8ekSZMYOnQoe/bsKf4AQlQVN0/Bz/fDrw/B7Yu6drtaMOgTeHwbBHYwW/c+2XSWuf/oglIh3k4serSdtsi5p5NhkMLRtvoFpgAaejmy8umOtK2r++B54HICg7/YUbqp4U3sp10Xee63Q2Tf/QDsaGPJwkfaVlhNKWPyF1j1c6lmGTmloFYbDudbV9Vm51OpoG4n3fKer4G7wREnP/BtYY5elU/+wJSta4l2W6OXLVXfw4Emvs4m7JRxmiFOmte3U7M4ezO55DurVNCwp2753GbTdq660g9MOXpyO7VglmJaVrZuIa/gP8DtCwW2rdZ2fGKYLR3cD8atBHsjGVH6AiMKtjmUvN7atjO6n0EjHye8nUuWFduzkbd2KHxccibbz8UVs0fF2xUVz4U4zcM9lQpGtakm9faEEEKUmVkDUykpKYwYoZt+2dnZmXfeeYfp06fz7LPPmrFnQpRQ2m1YNw2+7mD45FxlAe2ehCkHoPXEEj/xrAif/H2GzzfrakoFezuy6LF2BjPvudgZ1h9ysq3i09MXoZaDNT8/2paRrXWzC91I1MzYt2x/dKX2RVEUPtt0lrf+PK4to1LLwZolj7UnooHpZ98rSnau4VNw/dnJaiL9wNTOc3HcScsyY2+M0M+c0A9m12lbqXXnTMa9geGynWuJdtOvITMo1LdSasi42FkZBMBKPZyvQQ/d66jNNbdGUmmk6AUz7D24fqdglmpqpl4WVS292dVu1aDAVNQWTcZ0nrqdYcRCsCxBhmqddgXbHEs+UdAWvWF83UJKHtBysbeiZyPdQ5I/Dph/aOWiPbpsqW7BntTRy4QWQghRM5k1MNWhQwd27dpVoH306NEcPnzYDD2qfP/++y9Dhw4lMDAQlUrF22+/Xei2GzdupFWrVtja2lK7dm3eeOMNcnKqTv2ce0puDuz7ET5vCXvmgaL3c6jfHZ6MhP6zSzycpaJ8uukMn+kFpYK8HFn8WHs8HA1vkvMHphyr4VA+fTaWFsx+oDkzhjbF8u6MN5nZubz4+2FmrDpRKUMVcnMV3ll1gk82ndG21Xa14/cnImjuX/kFT/PXWQqo4Tf6bevW0s4umZWjsPlkFZudz7up8fbarSq3H6biHmS4rC4+uB0Vm8yR6Dva5UFhRmb2qyDt6ukCw3vOl7IAev3uutfJNwwDi/eqNN1scNjX4mZSRoFNanxgKi1BU+w8L/vRrS48+FPJ60kaqyVVwoypO6lZROplOnUr4TC+PMNa6s698fh1EtPNF8i/k5bF3yd0f68fahdotr4IIYSoPGYNTHXu3JkpU6awbds2g/aTJ08SEHBvpO0mJyfTpEkTPvjgA3x8Ci/sePDgQQYNGkSXLl04ePAgn3/+OV988QWvv/56JfZWAHDtEHzfC1Y/D2l6H2jc6sKoxfDwCvBqVNjeleazTWcNZt9rWEhQCoxlTFXvwBRoZmcbF1GXXx5tZzCM7cedFxj3415uV2BB7OwcTRBsQeRFbVsDTwd+fyKCBp6Ohe9YgcbpFVgf2bpOjZndqDCWFmr6NNVlAVS54XzezY23+4VXbj9MJf+H6tTihwP99t8V7etGPk4Ee1fcbHz5ta9vWAC9VDN4OrhDLb0Msav7Tdizaio9QftSsXUpJGOqhg/l2/iGrpC72goe/Ln44Xv6bJzAIt/7s2PJAlMbTlzXDhX3cLShTd1SnBdNhlXezK0Z2bmsO2q+2Uw3HL+uLXru7mBN91IG2YQQQlRPZg1Mvfvuu8THx9OjRw8iIiKYPHkyTz31FE8++SRfffWVyc+3f/9+Zs+ezbBhw6hduzYqlQpb2+KfZKWnpzN9+nSCg4OxtbXFz8+PiRMnEh1d/mFBAwYMYNasWYwcORIbm8JTvT/66COaN2/OJ598QuPGjXnggQeYMWMGn3/+OcnJpaiPIcouPVEzbO+77nDtgK7dygF6Toen90KjgVViGM7czWcNMnUaejmy5LH2BWpJ5XGugYGpPO3ru/PX5I4GQ3cio+IZ8uUOTsYkmvx8Gdk5PL34AH8c1A2HCPV34fcnOuDnar66Tv2a+TClZxAPtw/klf7mD5xWhv7NdIW0t52JJTkju4itK5mjF1gaef9xq1vpXTEJdb7bidyis3kzsnMMhtaOalOniK1Nr209XZ2puORMomJTit4hP3+92Uyj95muY9VVWoL2ZYraiTQjxc8NMqb0f88T7gYoM1Nh15fw8zCYPxB+nwD7FxgOE6yqYo7AwV90y91eAd/Q0h1DpSoYiHIoWVBmjd6Q2P7NfLBQl+4+xNpSzRC9jMXlZhzO99chXd25Ac19sZSi50IIcU8w66fPpKQkjh8/zoEDB7Rfhw8fJjU1lVGjRhEeHk6LFi0IDw9n9OjR5T7fzJkz+fPPP0u1T3p6Oj179iQyMhJfX1+GDh3KxYsXmT9/PqtXr2bXrl00aNCg+AOV086dO3n44YcN2gYOHMizzz7L/v376dq1a4X34Z6lKHB8Bax/FZLzZV00Gw59/g+cK34mqZJQFIW5/5xjzt+6oFQDTwcWP9au0KAUGBvKV31rTBnj72bP8ic78PLyI6w6rLnpvXIrjWFfRfLxg2EMaG6an19aZg5P/LLfoAhthwbufDuutdmHR1pZqJnaO9isfahsEQ3ccbGz4k5aFpnZuWw5dZPBlThcrEgqFdh7QGK+BxyOlVcQ3+TaPw27v9S87vJSkZv+feKGdnipjaWa+8MrZ3bKPK721oR4O3HqehIAkVFxNPQqRTajX0s48pvm9fUjuvacbM37xbm/ISMZnHw0he6D+4F1DR0+m5NlMAttXLbxAHyafmBK//c8MwnuXIXFI+HGUcOdjq/QPBBqOQ66TgMHD1P23HQ2TUc7hM+zMXR8rmzHcfCAO7pMwpL8PbidkslOvWF8A8s4s+Wwlv4s3HUJ0MxWeSk+hUB3hzIdq6xuJqUTGaX7Xoa2qCJ/r4UQQlQ4s35SsrS0JCwsjLCwMB555BEAcnNzOXXqlDZQtXfvXr777juTBKYiIiIICwujTZs2tGnTpsihc3nee+89IiMjiYiIYOPGjTg6am5c58yZwwsvvMDEiRMNhiLeunWLW7eKrlfh7OyMl1fJC1MCxMTE4OtreLOR1/9r164Z20WYQuI1WPUsnN1o2O7eEAZ+DPW7maVbxuTmKry39iTf79ANi2jg6cCS/7XHy6nozMCaOJQvPztrCz4f1YKmfs68v/4UigJpWTk8tegAz/RoyPO9glGX8imzvvSsHCYu+I9d53WFlHs19uKLh1pia2W+4vf3MisLNb0ae7P8gCb4s/7Y9aoTmALNkDD9wJS9O1haF759Vdf1ZbB30wzrq9elyE1/3av78D2wuS8u9pUfDO8c5KENTG07HWsw3LVYXo11r+PuPghIvQVLRsGVfLMK7/tBM0thp+eg3RNgVcNmxNTLlgK4nmn8/cYgY8o+X4Bp6cMFg1J5stNh77dwZCn0fx/CRpWjs3pysuHids1XzGFNcCw7HazsNTWw6rSFJkOLz2K8vAei/tEt934HLMr4Hmqfb1IMz+IfJvx1+Jp2GJ+nU+mH8eUJ9XehoZcj5+7OUrl8fzRT+4SU6VhlteXUTe5+K9R2taNlgHnrdAohhKg8Zv/0GRcXx40bNwgMDMTR0RG1Wk2TJk1o0qQJY8eONem5pk2bVqrts7KymDt3LgBffvmlNigFMHXqVBYuXMi///7L/v37adVKU7D2888/55133inyuOPHj2fBggWl67wReTVianqtGLNQFDi0CNa/Bhm64rxY2ECXF6HjsyWbZaeSZOfkMm35Ue0HcID6ng4seaz4oBQUDESZO7unoqhUKp7o2oBGPk48s+QgSemaoV1z/znHiWuJfDqqRZlmJMzKyWXy4gMGQamBob58OrIFVjIMwawGNPfRXhf/nLpJWmYOdtZVJFCY/8O5U9XIvCwzO9diM6UALsalsEMvw2N0O/PUlOwa7MV32zWB/MioeDKyc7CxLOHvhqfeB/aUWE1QatnEgkGpPOkJsOltzXCv++ZBnTbl6nuVol/4XG3JrSzjwVWDwJSlNdi6QPrd91f9Ol1hD0FgBFw/psmYSrmpaU9PgBWPw8UdmgdDZX0PTr0Fe77RBAxTYo1vc/M4nFoNf0/XBMJ6Ti88M3rfD7rXAREQ1Kds/QLISDJc9mxsfDs9S/fpgrzDwmuXehhfHpVKxYOt/Xlv7SkAlu2P5tlewWU+XlnoZxv3aORVrodFQgghqhezfmL6+OOP8fX1JTQ0FFdXVxo1asSYMWOYM2cO//77rzm7BsCOHTtISEigQYMGhIcXLEg7fPhwAFatWqVte+utt8jKyiry68cffyx1X3x9fYmJMSxGmbecP5NKlFPiNVj8oGZ2Hf2gVIMe8NQuTVZAFQpKpWfl8MQvBwyCUk39nFn6eAReziWbDcgyX30Y5zIEZ6qTbiFe/DW5k8HQnc2nbjLux72lrkOkKArTlh9h08mb2rZh4bX5fFS4BKWqgE5BHtpAa1pWjsEHH7PLPyypOg/jK4Xvd5zXvm7o5UjrQPNkRbSu64bd3WzGtKwc9l28Xcweehy9wUZXt44dn8D5LbrlJkOh9wwIHQnWekME48/B/H6wf2E5e1+F6BU+x9aVxHTjf0MNip+D8RnnfEJh6JeaoXsDPoDnjkDf98BarzD+wZ/h14c0NalKIzf37my6LWDb7MKDUgYUOLwEvu4AlwrOIk3qLTi+Urfc7vHy1ZlMzjd7aDHDP49dvcPxa7paiSNal29I7H16ga1rd9INhghWtOycXHac1Z2va7AUPRdCiHuJWT81zZo1i2nTpnH27FnWrVvHxIkTycnJ4ZtvvqFHjx7m7BoAhw8fBqBly5ZG1+e1520HoFarsbS0LPJLnb9IbAl07NiRdevWGbStXbsWOzs7bbaWMIFTa+CrCMOhezbOmhvlsX+Ae8XXEyuNhNRMxv24l00ndTez7erV4tf/GZ99rzD6s9YBONhUkYySClTPw4EVT3WgV2NdMODg5QQmLfjPsBZKMb7eFsUfeoVi+zb15oPhoZX6lFkUzsbSgh6NdB+A1x8z32xTBRTImCp+eHl1F5+cwe/7dEH0SZ3qmS3r19bKgogGuqFTW0/fLGLrfFQq8NAbZhX5ue51UB8YsVCTWTvsW3juKLR7Erj7feZmw6opmozc3NzyfRNVgf5QPjtXbSZqfqn5/64aK+zdfIRhIX0rO4h4Gp7eDf56WWbnNsFvYzXD8UoiI0kzXHD187osLQALawjqC73ehpG/aGbVHbEQOr9gOPNi2i345QHNrLz6Di+BnIy7348XhAwsWX8K02mq7nWD4u+Dl+y9rH3dMsCVhl7lm9nSy8mW7iG6v5f62VgV7XD0HW1Q08pCZXBtCiGEqPnMOl5HrVYzadIk6tWrR/369endu7d2XVWYae7yZc0bvr+/8SdQee1525VFcnIy586dAyAzM5Pr169z6NAhrK2tadKkiRD0uMcAAHy5SURBVHa7F154gfbt2/PCCy/w6KOPcvLkSd566y2mTJliMMSwME2bNjXaHhUVVSnF26u87Az4+y3YM8+wvWEvGPw5uNQ2vp8ZnY9NZtLCfVyI0xWd7dXYmy8eCi91TaPGvk50DvJg+9k4Rretc8/MguNka8W3D7firb+O8ctuzXW858ItnllykG8fblXsMIIdZ+P4aMNp7XL7+rX4bFT4PfP/V10MaO7DX3eL3m86ebN0Q7YqUv6p5O+BwNRPuy6Rka0Jxng42nB/uHn/tnYL8eSfU5qA1LYzsbxemriCiz9cNTIjX5eXDbNm7GtB/9maLKrfx+uyYnZ/qalpNPDjKjGba5kVyJjKMrpZSv5sVGOFzOt1Nn4OF3+YsBb+eAxOrNS0RW2GDa/CgA+L6d8dWDhYU0cqj40zdJgCbSYVvA4Bmt4H3V6DAws0AcScDE2B96XjNJnT1neLgh/7Q7dP+Jjy14gLfRAu74LUeBjwUZGb3k7JNMiUHmmimS0fbO2vfdi18cQNElIzcbWv+Np3+tmsrQLdcKihJQWEEEIYZ9ZPT6NGjWLr1q1G15Uk2FLR8oJj9vbGU6kdHBwMtiuLffv2ER4eTnh4ODExMXzzzTeEh4czYMAAg+1atmzJqlWr2LJlCy1atGDy5Mk89dRTvPvuu2U+t7jr9kX4obdhUMrKAYbMhTHLqmRQKjIqjvu/ijQISg1v5c+8sWUrtK1SqfhpYlt2vtKDWcNKOcV1NadWq5gxpBnDW+kC0JtO3uDLLeeK3C8xPYuXlh3WFmqtU8uOeWNbSaHzKqhrsBe2Vpq3u+SMbA5eTjBvh/LkHxJcTMHw6i4tM4efdl3ULk/oEGj260V/uNCZG8lcS0gr+c7GMn7sPcC/tfHtAyPgsX/Ap7mubd8PmhlfFaXk561q8mVMJabpAlM2lrrbzALDpPP//6ktNUP5CmNpDcN/1AT48uz9VpPpXJisNFj0oGFQqmEvmPwfdH3JeFAqj4UltHkURi8G1d3vI+GSZtgmQHKsYW2sZg8UfqySsrKD++fBmN/BLbDITRfvvUx6libIW8vBmqEtTHOv0r2RFx6OmkBUZnauNqhfFjm5CqeuJ7Ll1E3WH7vO3gu3Cs1I3ntBV6OxiwzjE0KIe45ZH0e89957jBgxAnd3d4YMGWLOrhil3L1RLGyYgWKCG8lu3bqV+Dh9+/alb9++ZTrP8ePHjbYXlkl1z7i0C34bo3k6mce7GQyfX6LZcMzh172XeWPlMe0sPAAv9A5mco+G5RoSo1KpqO1aw2aLKiG1WsX7D4RyKyVTmz0xZ9MZOgZ5FDor0Ky1p4i5kw5ohh3MG9uqUp4qi9Kzs7agTd1abL9bv2RXVDzt61eBYSK+YbrXNs5Qr6v5+lIJftl9idupmqCFvbUFY9sX/cG7MgS6O1DX3Z6L8Zp6RVtPx/JQSYuxGwtM1e1UdPaTiz88sg5+vh+i/9O07fkanLyh0/Ol7H0VoV+L0dbFoMZUbTc7zsdqHqAUqD3lmK/GlF0tUBcTqFRbaIrH374EMYc0bWtehLqdwda54PabZ8CV3brltv+DfrOLP4++hr00wzLzAlK752mWz28B7r4PO9fW3DtUkszsXIMg79h2ASYL8lpZqLk/vLZ2YoCl+66UasbK9Kwc1h2LYdXhGP67cIukfAFJOysL+jXz4aW+IfjdvefIzVU4dlVXK6uVzMYnhBD3HLNmTK1du5Y9e/Zw//33U7t2bYYPH86sWbPYuHEj8fHxxR+ggjk5acbqp6SkGF2fmqq5ka0K2V2iDA4thp+GGAalWk+CRzdVyaBURnYOr684yit/HNUGpWws1Xz5UEue6RkkszOWk4VaxScjWxDorsmQVBR47Y+jZOUUrAFzMibRoLbHlB5BNPVzqbS+itLTD0Tpz55oVoGdNB+UAyJg3MrqPZyrGEnpWXy1VZeF+FDbgCoTyO2mV1Nn44nrJd/R2FA0v4ITpRRg46TJxvVtoWvb9A6cXl/yc1cl6bqAAjbOJOkN5dN/2JGcf4hf/v+/orKX9Fnbw7DvNPWhAJKuwbb3C253YTvs/kq3HD4W+n9QuqBUns4vgM3dv/GZSXD4V11gETRB5Uq8ftcejeFGoqa2lbWFmrERpg3yjmitGxZ47GoiJ/QKrBcmOSObTzedof2szTz/22H+OXWzQFAKNBMNrDh4lYGfb+dotCaoeT4uWZtRp1ZBs9ryfiqEEPcaswamnn/+eXr16sWKFSt45ZVXcHR0ZPHixQwcOBAvLyOztVSygADNU9Po6Gij6/Pa87YT1ciOT2Dlk5CTqVm2sIb7v4FBczSp9FXMlVupjJi3i0V7dMEQTycbfns8goGhMiujqbjYWfHRCF0Wy6nrSfy061KB7T7ffFb7OsjLkSe6SZ22qk4/MHXocgLpWSUvcF9h1GpNfZyJ66F2zZ7E4ocdF7TZUg7WFjxZha6ZPk11EyBEnos3CKwUyVhgyqmEf4/tXDUTarjVvdugwIrH4Y7x+40qLSNJ99rGicQ0XTDCz0X3flqgKHr+jDO7EgamQPPwqPOLuuX/ftAMrcuTmwNr9dZ7NoIB5ajlZeOkqSGV59Qaw2F8/pV3/ebmKny9NUq7PDjMDy+nks3AW1LB3k6E1XHVLq84WPTv5T+nbtD9o618uuksCamG14+lWkV9Dwca+TjhYK0LCt5OzeLRn/7jdkqmQbZUkJeT1JcSQoh7kFn/8iclJfH+++9Tr149g/a0tDQOHTpknk7pCQvTfEA9cOCA0fV57aGh91ZNnmpNUWDLe/DvB7o2ew8YtRgC2pmvX0XYevomz/12yOBmL8zfha/HttKmwQvTaVO3FiNb1+G3u7MRfb31HA+1DcDu7g31yZhE1h3TZVVM7R2MlRQ7r/JC/V2wt7YgNTOHzJxcDly6TYeGRgILwuRupWTy/d1hQaCZic+9FLOGVrS2dWvhZm/F7dQsMnNy2XI6liFhfsXvaGwoX/7haUXu7w6jf4Xve0FmsqaI+B+Pw/i/ypbVU9kykuHvN2H/fF2bjbNB8XP996iCNaby/V+VNGMqT4dn4L/vICUWstPgwELocjcYdWIlxJ66u6FKU7fJqpzBm8ZDdBlY57cYrqvEwPLaYzGcvqELBj7WpV4RW5fdsPDaHL6SAMCG4zd4bUDjApnZiqLw/vrTzNsWZdBuZ2XBkDA/BoX50irQDXtrzceNjOwclu2PZvqfx8nOVbiRmMGnm87gYmel3TfEp3wzCwohhKiezPppqn///hw5cqRAu52dHREREWbokaGOHTvi4uJCVFQUBw8eLLB+2bJlAAwaNKiyuybK6t8PDYNStepritFWwaBUZnYus9ad5JEF/xkEpR5uH8jSJyIkKFWBXuoXoi2WHZecycpDV7Xr9DOoGvk40bdpzZ9JrSawslDTpq7ug+/uC7fM2Jt7y0cbT2uDEi52Vjzapb6Ze2TI0kJNr8a6rKkNx0o4nM9oYMq7YFtRvBobzip3aQfsX1C6Y5jL+mmw70fDNltng+Lntd1071OpmTlk6w+NLpAx5Vq681vbQ5vHdMsHftIVkd/7va692QMlG2JZHP82YGtkiJlKDV6VU68zJ1fh0026jN2Bob408jFSW8sE9N/bLt9K5dT1JIP1iqLw6h9HDYJS1pZqJndvyO7XevL+8FA6B3lqg1IANpYWjGkXyIt9Q7Rtv/53hQN6E1LUdTc+4ZAQQoiazawZUz169OCtt94iODiYxo0bm7MrRllbWzN58mTeffddJk+ezMaNG7Uz8c2ZM4cjR47QqVMn2rRpY+aemkDabc3Tz8wUzZPbjCTjr7MzIDdbMwQuJ0vzlZulWc7N0dygqS00s+uoLDSvLW00hX1tnHT/2rtrZrtzrq250auM2gwHfoIterMYejaCcX9WySnaz91MYsqSQ5yI0aW321qpmTWsOfeH+xexpzAFD0cbHmxdRxuEWrL3MqPbBpCelcNqvRmKHu1cH7W65tYFqmlaB7pppyQ/Gp1g3s7cI45EJxjUY5vcvSHOtlZF7GEefZv68Pt+zXClradvkp6VU3wxaWND+UobmAIIGw1nN8LxFZrlTe9Ao0GaguhV1a0LmjqN+dk4GQzZyz+hRkpGDi72d5+JFvj/K8Pf0vCxsHUWoGhmzLt+BKwd4XKkbpv2T5X+uMZYWGoCXOe3GrY719bMGFgJVh+5xrmbmpmgVSp4rmdQhZ3Lx8WWUH8XjtytA7X9bCyNfXVBsO+3X+DX/65olxv5ODF3dDhB3sVnPE3oUJfvt58nLjmTjOxcdpyL066r6+Fgwu9CCCFEdWHWwNTkyZPJyckhNDSUTp060bFjR1q1akWrVq0qpG7TmjVrmDlzpkFbZmYm7du31y6/+eabDBw4ULv8xhtvsGnTJiIjIwkKCqJz585cunSJPXv24O7uzvz586n2Yk/B+3XNd35rR3AN1Dw59m4Kfi2gTnvN01BTObcJVj2nW3YPgglrjH+wMCNFUfh59yXeXXOSjGzdk+UGng58NaaVpLhXoofaBWgDU0ei73ApPoXzsSnaYq721hYMaF71gpqicM38ddkOx0pQzFeUT26uwpsrj2mTWBp6OTKhY12z9qkwnYI8tEM9UzJz2Hkujp6NiwkM2boWbLMrw2xiKhX0ex/O/aOZ4S7jDvwzE4Z+UfpjVZajy0ApODFEtpWjQcHr/IGpxPQsXOzvBibzZx8ZOV6xXGprMpmi92qWz2wAa73AhmcjqN2y9MctjGejgoEp18qpM5qRncPHG89olweH+pUoCFQenYM89AJTcfyvi6Y23IHLt5m9/pR2u9aBbvwwoY3BkLyi2FpZ0Lepj0HdzDwSmBJCiHuT2WtMHT58mAMHDnDgwAHWrVvHRx99RGZmJu7u7sTGxhZ/kFKIjY1lz549Bm2Kohi05T+nra0tW7ZsYdasWSxevJiVK1fi5ubG+PHjmTlzJnXq1EGUU2Yy3Dyu+TqmGR6J2kpzsxncB5oNB9dy/D/fiYblj4Fyt9ixozeMXV7lglI3E9OZtvwIW04b/g4+3D6Q1wY01tY4EpWjkY8zQV6OnL37dPqfUze5GKebobNLviEKouprpjdzYmxSBjcT0/Fy1tWduXIrlSPRd4i5k4a9tSV13e1p5u9SJTN8qoNFey5x+O6HWoAZQ5pW2XpstlYWdAvxZO1RzTC+NUdjig9MqVSabJlE3VBf1GX8/py8oeebuoLdhxZD56ma4eZVUV52Vz5Jii2gG8rn4WSNg7UFKZma91+DOlP5M6VzyzghQUg/XWAq6h/dbH0AIQNMm5HtGVKwrZICUwsjL3L5lmY2aAu1imd7VVy2VJ5ODT35cotmqN6+i7fJzslFrVIx/c/j5NydHdjPxZZvx7UucVAqT5dgT+OBKXcJTAkhxL3IrJ+qbG1tadeuHe3a6er7ZGdnc+TIkQopfj5hwgQmTJhQ6v3s7OyYMWMGM2bMMHmfqhwLG7Bx1GQxWTvqvXbQ/GtlqwkaWeR9WeuW1ZaaJ5652ZogUO7d19npkJGoGRKYkQTpdyD5BiRe082Kl19uliYV/3IkbHob6neDTlOhXpfS3WTm5sLyRyHtbj0ZSzvNNN1upp1auTwUReGvw9d468/j3NGrzeHhaM0Hw0Pp0agKD+eo4Xo09tIGpradidV+KADoFmKkvoyo0jydbPB2ttFOs37qehJezrbEJ2fw+opjrD9uvLZQE19n+jXzoX8znwrPUKgpLsSl8N5aXUbFoFDfKl9sfkBzX21gauPxGyUbztftFfjrGc3rup3L14FWEyByrmZImpID2z7QFO2uahKvaR4kGXEn1x7QBCNtLNXYWVngaGupDUwVnJnPC1Jual43GVq2/gR20r2+dghQdMtBvct2zMJ4Gik74Vrx9xPxyRnM3XxOuzy2XQANPB0r/LzhAa5YqlVk5yqkZeVw9mYyMXfSOHpVF3D+dFQ4tRxKP5QxPMC1QJtKBa6lDHAJIYSoGSo9MNW8eXN27tyJs7Mz69evp2XLlnh56WZmsbS0pGXLlrRsacLUa1E09wYwbY8m8GRRiTcEubmQGqfJaIo/BzeOw/WjcGUvZBoW2eT8Vs1XnfYw8GPwaVayc+yfD5d36ZYHfgy+VWcWxcvxqbz11zG25suS6tHIi/cfCMXTqerMXHUv6tTQg2+2nQcgMiqeTL3hle3ru5urW6Ic6ns4agNTl+JTuJPqyohvdnE+NqXQfU7EJHIiJpE5f5+hkY8To9rU4b7w2rjaV05dmeomOyeXqUsPkZalCUbUcrBm+uDKKQ5dHj0beWuze5Izsvnn1E0GNPcteqcWY+HqAYg5DD3eKF8HLKyg6zT4825NpCNLoed0cC6mD5Xt/LZCV93O0b1n1XKwRqVS4WRrpb3mkjOyDHcYtRg2vg6+LSCkf9n649NcU99SydXMzpdHpdYc15SMzbpYnozuEprz9xntEElnW0ue6xVc4ecETSZhiI8Tx+8OfT58JYG/T9zQru/V2Ju29Uo5m+Jdno422FiqDcoWONlYSt1GIYS4R1V6YGr06NHa6WYHDx5Mbm4uvr6+2mBU3pe/vxR4rjRqq7LVxSj3edWamzxHL8MaEDnZEHMIzv4NR3+HW3rTEF/ZDd92hZ5vQYcpRWdPJd/UFJHN0/R+CB9j8m+jLDKyc/ju3/PM/eecwU2Zg7UFrw9swui2dQpMyywqn/7QL/2glKONJQG1ZOag6qiuhz27zscDcDE+lXdWHzcIStWpZUdDT0dSM3M4GZNIYr4Mj1PXk3h71QneW3eKfk19GNWmDhEN3Cv1elUUhZWHrrLmyHUCatnzcr+Q4jN7KtFnm89yUG+Wrffub14tgux21pq6N38c1AzN+/PQ1eIDU2o1DP7UdJ0IHakp5n3niiZr6tAi6PKi6Y5vChf+LXRVfLZhYArAyVZ3q5mYli9jqk4bmLSxfP2xtgePEIg9adjuHmTaWpVgWL8qj7FaYyZ04PJtFutNIDClZxBuZchQKquwOq7awNTOqHi2ntE9SJvQoW6Zj6tSqfB3syNK7++vs2RLCSHEPavSA1Ovvfaa9nX+GlOrVq1i9uzZZGZm4uHhwc2bNyu7e6IqsLAE/9aar26vwMUdsP0jXcHR3Gz4+y24eUpTHFZdyAeyHZ9oisiCZjbAfrMrpfvFiYyK442VxwpkaHRq6MGsYc2pIwGPKsPNwZrarnZcTUgzaG/s6yRPdasp/fol/5y6ycV43XX4VLcGvNQ3RBtkUhSFqNhkNhy/wfpj1w2Gr2Rm5/LX4Wv8dfga9TwcGNWmDg+08sfDseIDMAevJPD8b4e1y81qOzOsZdV4mLPh+HXm/qMbcjSsZW36Nas+kwQMaeGnDUxtORXLnbSsUtfOKRcLSwh/GLa+p1k+8JNmGHtZa1dVhOj/dK8b9tJMLnJXbKYuYJIXmNIfmnU7tZDh++Xl3aRgYMqnuenPY2Xk/dlYsMpEsnJyeXX5UYMJBMZF1K2w8xnTWG/SlVV6s9LWcrCmQ4PyZQ77u9kbBKacpJ6fEELcs+6pGlOiGlKpoF5nzVfezHp37k5PfHix5oZwwIcFM6dS4mD/At1y12ngZN4PR9cS0pi97hR/6d3YgabuzZuDmjA41FeypKqgJn7OBQJTjXycC9laVHWBeoGpC3rF7Ot7OvBCnxCDa1ClUtHQy4mGXk483b0hUbHJLP3vCssPRBOXnGlwnFnrTvHRxtP0berDQ20DaF/fvcKCl6diDIc6R99OK2TLynXuZhIvLNUFzOp7OvDOkKo/hE9fx4Ye1HKw5lZKJpk5uWw4dp0H21TyJCfhY2HbbM3QtIRLcPFfTZ3FqiDtNsSf1S03GWoQmIpL0wXQ3O4OdXXTG/J6OzXfUD5TcTKS2ebe0PTnMRaEqsDA1Hfbz3P6hu56nzWsOdaWlRukLOxhWaeGHuX+G1enluGsjc62MqGIEELcq0z+7paZWb6nYXk1piZOnGiiHokao2Ev+N82COyoa/vvO9j7XcFt98yDrLuFqu09oLX5fp9SMrKZs/E03T/aahCUUqlgfEQgm1/oypAwPwlKVVF+LrYF2/JNgS6qj/wfhPI82LoOFsV8yGrg6cirAxqz69WezBvbiq7BngYx8awchdVHYnjo+z30+Hgr87ZFEZecYcruA5CamZ1vuYyzmZnQ1YQ0xv2wVzvrmqONJd8+3LraZUBYWagZqDd8b/mB6MrvhEttaKhXtPvEX5Xfh8JcO6h7beemqbHl30az3GoCt/Qm8NBmTOkFphIqKmPK0cgkIRUx867aQjNJjL4KCkxdik/hs026IODotgG0qVu2ek7lEVjILHmmqLPo72YY9JKhfEIIce8y6aOJ7OxsQkJCyMnJYcWKFbRq1Uq7btOmTWRnZ9OiRQt8fKpPWr+oYhzcYczvsHAwXN2vafv7Tc3MO7XqaZZzsmDffN0+EU+Zvs5ECeTmKiw/EM2HG05zM8nww2nz2i68e38zQv1dK71fonSM1cbxcJSi19VVYQXLSzPLopWFmn7NfOjXzIfo26n89t8VfvvvisF1fjE+ldnrTvHxxtP0aeLDQ+0CiDBRFlVavkBU/kBVZYtLzuDh7/dw7U46oAm6z3kwjIZeFT9rWEUY1rI2P+++BMCeC7e4GJdCXY9KnsK+yRA4u0Hz+vQ6zcQdBlHQdDj+h2aoe2ayZra44D5Qu5Xx45nKDb3Z+HxbaIYYTtwAty9Crfrc+u2QdrUuY0p/KF9FZUwZua+siMAUaGYnztF7Tzc2vK+ccnIVXvr9iLYGpYejDa/0a2Ty85REbVc71CrIVQzbTXF9+7vlz5iSwJQQQtyrTBqYWrFiBZcuXWLcuHEGQSmARYsW8dNPPwHg6elJixYttF89evQwmJlPiCJZO8Do3+DrCEiJhex02PwOjFigWR/1j2a2PwALa7NkS+08F8esdSc5djXRoN3D0YaX+gYzvFXx2RmiajAemKr6hZyFccbqBdlbWxDi7WRk6+L5u9nzQp8Qnu0ZxD+nbrJk72W2nonV1oTJylFYczSGNUdjCHS3Z1SbAO4Pr42PkUy8kkrNMgxMpWSYL2NKkym1h/N6wyJnDGlKn6bV9wFUizquBHk5cvZmMgBL913h5coOCgT1BVSAAknXIPYUeDXWrLtxAn4bA7fO6+3wp2b4X3B/6D8b3OpWTL9untK99mqi+VdtoZndF4jVC8663w3guzqYKWPKvoICU6p8gw2sTR+A/fbf8+y9eEu7/PaQJrjYmydoY22pxtelYK3FeiYI1ubPmHKSoXxCCHHPMulQvpUrV6JSqZg+fbrR9Yqi4O7uzs2bN9m4cSMffPABY8aMYfz48abshrgXOHpCn3d1y8dX6m7ST+oNewjuV6kzDu6/dJvR3+5mzPd7DIJS1pZqnu7egK0vdWNkmwAJSlUjxgJT7pIxVW05WFsUuP7quNmXeyitpYWaPk19mP9IW7a/3J0pPRri7Wz4u3MpPpX3158iYvZmHvpuN7/9d5k7aaXPIMmfMZWWZZ6MqdPXkxj+daRB8eIX+wTzcCUXZzY1lUrFSL26Usv2R5Odk1vEHhXA0RO8m+mWL+/W/JtwWZMxbBCU0nNmHXzXA64eqJh+xeoHpgoG6/SzBr2dNcFX/YyphIrKmKqsoXyANuqcx8QZ2ceu3mHO36e1y4PD/BgU6mfSc5SWV76/ZY42libJHM6fMSWEEOLeZdLA1H///UezZs2oV6+e0fUqlYqbN29y9epV1q1bx+zZswkLC2Pjxo2cPHnS6D5CFKr5CPAIvrugwH8/aG4Yz23WbdN4SKV05cS1RCYt+I8Hvo7UTkWfZ3CYH/+80JWX+jbC0UaeBlY3no4FM1vcJWOq2lKpVAWypmqb+MORv5s9U/uEsHNaD74b15ruIYa1qBQFIqPimbb8KG3+bxP/+2kfa4/GkJ5Vssyn/EP3zJEx9ceBaO77cicxd4fvATzfK5inu1dAwWkzGNbSHysLzQ/tZlIG287EVn4nAtrrXl/erfnFWfWcLiNYpdbUeOr2Kvi11G2bGq8JXukPuzMFRYFYXcAEz8YFNrmRqPt98Lob1He10y9+XkEZU07GAlMlH55bLpam+/uRnpXD878dIitHE/zycbbl/4Y2K2avimdraTj7cV2P8gfzAdwdDINbiWUI1AshhKgZTPop+dq1a/Tr16/Y7Xx9ffH19aVv3760atWK3r17s2zZMt58801TdkfUdGo1tHkM1r2kWT7xJ7R4CJJi7m6gggbdK7QLp64n8sU/51h9JKbAug4N3HmpbwjhAZWXsSVMz2jGlINkTFVnLnZW3ErRfUCuqKf2lhZqejfxpncTb64mpPHbf1dYcTCaK7d0Q2Iyc3LZeOIGG0/cwMHagt5NvBkc5kfnIM9CZ9/KX+y8MmtMxSdn8H9rTrLi4FVtm0oFM4c2Y2z7wErrR0Wr5WBN7yberD16HYDf/rtCz8ZGgh8VKaC9ZoIP0NRUjP4PovQevAz6FFrdzTjvOg0O/gKrn4PcbE3dqd8nwP+2mq44d0ocZOrNCOkRZLA6LTOHpHTd72JexpRrZWRM2boWbKuwbOl8GVNq0z3jfWfVce0QUoCPHwwz2xA+fbZWht+jl1PZhyLryx/csrW2KGRLIYQQNZ1JA1M5OTlYWBh/U7GxsUHJn/4M9OzZE19fX7Zv327Kroh7RZOhsO5lQIE7V+DAT7p13s0qLJX/0JUEvvjnHJtO3iiwrkUdV17qG0LHhhU0jEBUKmPD9myt5Oa5OsufMVUZw0lqu9oxtXcwz/cK4sDlBP46dJXVR2KI1wuQpWTmsPLQNVYeuoazrSX9mvkwOMyPiPruWFroPhgWLH5e8RlTGdk5LP3vCh//fcYguOBiZ8UnI8Po0aiSgzaV4MHWdbSBqX9O3SQ2KcNooLrC6A/lu3Uedn+tWw6IgJbjdMsqFbR8GOxrwa8PadrizsDGN2DQJ6bpz50rutfWTmDnarD6ZpIuW0ql0k0S4aYXyE/OyCYzO7fQoGuZqVTgGqAZ6phHXb3+Ti/bH82Svbr/40md6lWZ+4j873n5A1Xl8XjX+nyz7TxqFTzZtYHJjiuEEKJ6MWlgytPTk4sXLxpdN2/ePN566y2j64KDgzlx4oQpuyLuFU7e4N9a8yQZYM883Tq/MJOeSlEU9ly4xZdbzrH9bFyB9SHeTrzYN4Rejb1MkuIuqgYrCzWNfJw4dV2TKVDfs5Jn5xImVzAwVXmzdqpUKloFutEq0I03BjVh57k4/jp0jQ3Hr5OiF2BKTM9m6b5olu6Lxt3Bmv7NfZjYsR71PR2NZExVXGDqdkomfxy8yg/bz2tn3cvToo4rXzwUXqn/f5Wpc5Anfi62XLuTTnauwtJ9Vyp3qGKt+qCyACVH83X8D926tv8znKUvT6OB0PE52PmpZnn/AmjzKHg3LX9/EnVZcrjULrBav76Uu4ONNpiaP8M0LjkDP9cKCAb3naUpCg9Qp53pj5+n4DPWcjtxLZHXVxzVLreo48o0M83CZ0zBwJTpgn7P9wqmhb8rdT0cqFOrZv4tEUIIUTyTBqZat27NX3/9xbVr1/DzK1io0VhbXvuePXtM2RVxL6nTTheY0udjmsBUTq7C5pM3+Pbf8+y7dLvA+kY+Tkzu0ZD+zXylqHkNteCRtjz8wx7O3kxmXA0ariQ0mvm5mOW8VhZquoV40S3Ei/SsHLacusnqIzFsPnWD9Cxdse34lEx+2X2ZX/de4dHO9UkpUGPKtEP5biSms/1sHJtO3OCf0zfJzDYs/O1gbcELfUIYFxFokMlV01ioVYxoXYfPNp8F4Jfdl3i8S/3K+54traFWPYg/Z9iusoCGvQrfr8cbcGq1Zj8lF3Z8Ag98X/7+3NELTDkbCUwl6gJTXnqZZbZWFrjYWWkL/d9MqqDAVKOB0O01uLIbur9u+uNXkMT0LJ5atJ+Mu9eZm70VX45pafqssnLInyFlZ8LAlK2VBf2b+5rseEIIIaonkwamRo8ezcqVK3nppZdYtGhRifdLSkqSDBNRdr6FBKB8Q8t12JSMbJbtj2b+zgtcjE8tsL5FHVee6dGQHo0kQ6qm83GxZe2znUnLysHZ1vz1PkT5XIpPMViuU8v8M0PlfTjr39yXlIxsNp28warDMfx7JpbMuzPCZecqzNsWVWDfvKF9t1IyuRCXzO2ULCwsVNhYqLGxUmNlocZSrcbaUoWlWo2C5u9bWlYOyenZXLuTRvTtNM7HJnMk+o5BQXN91hZqRrapw9PdG+LjYpoaM1XdmHYBfLnlHNm5CjF30tl44gYDKvNDtEdIwcCUXwuwdS58Hwsr6P4aLJuoWT72B/SeCc75+n15N5xao8m8ChkIAcVkGSVG614byZi6lqCrneab7/fDy8lGG5jSL5BuUioVdJtWMcc2YLqUqdxchReWHtbeY6hU8NmocGpXROCuHGzyFT83ZWBKCCGEABMHph544AHCw8P59ddfadiwIe+8806x+2RlZbF7924CAgJM2RVxLyksMOVatsyWmDtpLIy8xOI9l0hML5iJEFHfnck9GtKhgbsEpO4hVhaaD/ii+mvk42wQbK5q17GDjSVDW9RmaIva3EnLYv2xGD7ffI6reh/89SVlZPPEz/vZcOJ6gZnsTcHD0YYHWtVmXETdKveBuaJ5OdsyMNSXPw9dA2BB5MXKDUy5+Bds829T/H6Nh4JLHU1dKCUHji2HDpM16xQF1r9iOPR952fQYQr0nqEbIqgosOcbzbBAi3y19pwL9kv/9zP/TJdezjbaot76Q/6qJRNeZB9sOM3fJ3S1Kp/tGUSX4EqaTbAU8g/ds5Mi5UIIIUzMpIEptVrN4sWL6dq1K//3f//HwYMH+eyzz6hXr16h+7z33nvEx8czatQoU3ZF3EvcGwIqDJ9iqko1VbSiKBy4fJufdl1izZEYsnMNbzzVKujfzJeJnerRKlBm2ROiOpvSM0g7RO37ca3N3Z0iudhZMbJNAIPD/Bj2VaS21ll+649fN+l5/Vxs6dbIi16Nvegc5HlPB2XHd6irDUztvXCLE9cSaeJXRMaSKRmbWc6lTvH7WVhC6EjY/pFm+dgyXWBq52eGQak8kZ+DW6CmJhXA8RWwvpAMJKeCxe6jb+sCU/mH6nnrzeIWW1EZU5XGNIGp3/ddMciA7NHIiyk9gorYw3zyD+WTCUDEvU5RFKOTeglRU6hUqkp/cGvSwBRASEgI//77L71792b16tWsW7eO3r17079/f1q3bo23t+Zm5syZM8yfP59ly5ZhZ2fHc889Z+quiHuF2kIzE1FqvK7NwVNzY16M5IxsVhy8yqLdl4x+4HO0sWRkmzpM6FBXinIKUUM08XNm57QeZOfm4utSPTKA7K0teaxzfV74/XCR2znbWuLlbEturkJGdi6ZOblk5eSSnaNo/r0bdLe3tsDB2hJ7awu8nG2o7WqPv5sdTf2cCavjirfzvTFUryTC67gS5u/C4eg7ACyMvMj7w8s3VLzEjAamjGRRGdNsmC4wde0QpN6CrDTYOlu3jUeIJqMqb7jg5pnQdBjYusKm6YUf26rgJBAGGVP5AlOezrqaUzcSq3nG1MA5sOJ/mtftny7TIfacj+c1vWLnjXyc+Hx0OOoqWqeyIoufC1Fd5OTkEB8fT1JSEpmZmcXvIEQ1Z21tjZOTE+7u7lhYVPzffZMHpkAzy97Ro0d56623+Oqrr1i/fj0bNmwosJ2iKNja2vLzzz9Tv379iuiKuFfYexgGpow8zdV3MiaRX3ZfYuXBqwYzYeWp7WrHIx3r8mCbOlJTSIgayFOvOHN1EVbHtcj1PRt58d241lX2w211pVKpGN+hLlOXaoKCKw9dZVr/RtTKN9tchShrxhSAVxNw9IbkG4ACF/6F60cg+24AycETJm2A7EyY2woykyA9AY78Br4tIOFy4ce2LHj9XL2tGx5bYCifXsbUzaRqnjHV7AFIioG029Dx2VLvfj42mSd+2U9WjiZI7OFozffjW+NoUyG35CZha1lxxc+FqA5ycnK4fPky6enV/O+XEKWQmZlJfHw8KSkpBAQEVHhwqsLeBZ2dnfn000954YUX+PXXX/nzzz85e/YscXFxKIqCr68vffv2Zdq0aYSEhFRUN8S9wsED4k7rlh19CmySmpnNuqPXWbTnEgcuJxg9TER9d8a2D6RvU+8aPduUEKL6qedRMEtF35AWfhKUqiADQ315b+1J4pIzycjO5addF3muV3DFn9jOtWBbSTOmVCqo1xWOLtUsX9yhma0vT8dndYGvNhM1Q/wADi+B25eKPraVYeApKT3LoCajf/6hfHoZU9W+xpSFJXR6rky7Xr+TzsM/7OV2qqYQvLWlmm/HtcbfrWpnZBesMSX3R+LeEh8fT3p6OhYWFnh7e+Pg4IBaLdeBqLlyc3NJSUnhxo0bpKenEx8fj5eXV4Wes8Ifz9SpU4eXXnqJl156CYDsbM2Ni6Vl1X0yJKoh+1qGy3czphRFYf+l2/y+L5o1R2NINjKtupOtJcNb+TOmXSANvRwro7dCCFFqFmoVrQPd2HfpttH1wd5Oldyje4eNpQXjI+ry8d9nAM1wvv91qY+9dQXfy+TPmFJblap+IrVb6gJTx5ZpsnwAVBYQNlq3XdhoXWAq5jCk39GtazEGDuWbadnScKjnJb3JBGyt1AUyEg0zpqp5YKqMElIzGffjHoMhjx+NCKNlQNWvW1kgMCUZU+Iek5SkKffh7e2Ni4uLmXsjRMVTq9Xa3/Vr166RlJRU/QNTBU4oASlREew9DBaTrT34aes5lu2L5nxcitFdQv1dGNsukMFhfjLDjBCiWpjaO5iXlx/BydaK6FupJOkF2+t7Fp1RJcrn4YhAvt4WRWpmDrdTs1j63xUmdCx8cheTyB+YcguE0jyl92qse52mF9D0DdNkGufxbKQ37A+4fVG3rtGgUgWmAms5FCiY6qUXqIpLziA7J/eeykpOy8xh0sJ9nLmRrG2bPrgJQ8L8zNirkpPi5+JepiiKtqaUg4O8z4p7S97vfGZmJoqiVGhBdIkSiZrBwTAw9eqOHFblnC6wmaONJYPDfBndNoBQf9dK6pwQQphGh4Ye7JjWA4DIc3E89P0eAJr6OWNjKR8WK5KrvTWj2gTw484LAHy3/QJj2gdW7IyFBQJTdUu3v2dj4+2BHQyXVSqo3RpOrzFsV1tBnbYF97cyDExdjNc9AAp0LzgszUtvKJ+iQHxK5j1TYD8rJ5enFu1nv16m4+TuDXmkooOaJmQjxc/FPUx/9j0ZvifuNfq/8xUdmJKrS1Rr2Tm5/Hsmlq3HDOth7M5pZLDcoYE7n4wM47/XezFrWKgEpYQQ1V5EA3ce71qfVoFuvDWoibm7c094tHM9LO/W8bqakMaaIzEVe0LbfENGnHxLt7+jF9jVKtju39pIW6uCbZ4hxguwWxrWkLqkF5iqa6QWmr21JU56xb1vVveZ+UooKyeX5349xJbTsdq20W0DeKFPJdQnMyFbSxnKJ4QQomJJxpSodhRF4eCVBP46dI3VR64Rl5zJCAtXuulNnheLG/5udgxv5c8DLf2pU6tqFxYVQojSUqlUvNq/kIwYUSH8XO0Y0sKPPw5cBeDrrVEMCavAovMW+WaFdW9Yuv1VKnD2g7Rbhu2uAQW3rWVkdmQnX1BbaGpSKXoz2Oablc9gKJ+RjCkAT2cbkmI1Q09vJKbTnJpdpyX7blBqzVFd8LJ/Mx/+775mFfrEuSLkH8on5Q+EEEKYmgSmRLVx9kYSfx66xl+Hr3H5VqrBulU5ETxqsZZ6qussrf0Ki3u2o309d5mhSgghhEk90bWBNjB1+kYSG45fp3/zUmYylUbIADi9VpM91XJc6fc3lvHkXLtgm6N3wba8QutqC8jRC0xZ5c+YMqwxZYyXkw3nYzWZVTeSavaU69k5uTz3m2FQqmuwJ5+OaoFFNbwvyT9MWDKmhBBCmJoM5RNV2tWENOZti6L/Z9vp/cm/fLHlXIGglJWFis5NAjj7wAZyXr7I2P+9RIcGHhKUEkIIYXLB3k70a+qjXf5001lyc5Ui9iin+76GIV/AxI0FZ6AtiQIz+1mCg5GZdYwFphzvBqZU+W4X9Yqfp2XmcD1RF2gqLGPK10UXzLqmNzNdTZOdk8vzSw+zWm+YZ5dgT755uFWNqQNnYyUfH4QQmsxtlUqFm5sbCQkJRrd5++23UalUzJ49u3I7V4nyvscFCxYYtE+YMAGVSsXWrVvN0q/qRjKmRJVzKyWTtUdj+OvQNfZevGV0G5UK2tdzZ2gLP/o388XF3srodkIIIYSpPdc7iPXHrwOarKm1x2IYFFpBM6zZuULLh8u+f/5glpOf8Zn9jGZM3Q1gqfIFVPQCU/oPi6wsVPi5GmZT5anjpmu/cqtmBqYys3N5Pl+mVOcgD759uFW1Lhie/9fF+h6aUVEIUbyEhAQ++eQT3nnnHXN3RVRjEpgSVUJKRjZ/n7jBn4eusv1sHNmFPH1uXtuFoS38GBTqh4/LvTGjjxBCiKqlkY8zA5v7agMQn206S/9mvlVzmFb+4ucuRobxAdg4gpUDZOkKmeOYF5jKF4iw0N0+6s/IV6eWfaH/B/56tR6v3E41uk11lpaZwxO/7GfbGV2h885BHnw3rnW1DkoBBHk5Eehuz6X4VJr4OuNiJw8DhRAaarUaS0tLPv30U5577jnc3IwMH79HzZo1i1deeYWAACN1HUUBlRKYunjxIv/++y8xMTFkZBifiUWlUvHmm29WRndEFZGZncu2M7H8eegqm07eID0r1+h29TwcGBLmx5AWfjTwdKzkXgohhBAFPdsriLXHYlAUOHszmTVHYxgSVkFZU+WRfyifsfpSeRy94PYF3bJDIUP59OjPyBdYxEQjddz0AlM1LGMqMT2LSQv+47+Lt7VtXYI9q32mVB4LtYrFj7Vn2+lYejb2qnbF24UQFcfKyopJkybx1VdfMWfOHGbOnGnuLlUZvr6++PpWYA3KGqZCc3HT09N5+OGHadCgAY888givvvoqb7/9dqFfoubLyVWIjIrjleVHaPPuJh77aR+rj8QUCEp5OdkwqVM9/prckX9e6MrzvYMlKCWEEKLKCPZ2Mhi+99mmM+RUZK2psso/lM+rUeHbOnoZXy4iEHEhTpf9VNfDeOFzgDq1dEP54pIzSMvMKXTb6iQ+OYPR3+42CEoNaO7D9zUgU0pfbVc7HmoXgLezZKsLIQy99tpr2NjY8Nlnn3HrlvEyLMYoisLChQvp0qULrq6u2NnZERoaykcffURWVpZ2u6ysLNzd3bG1tS20ltXevXtRqVR07NhR25aQkMDcuXPp27cvgYGB2NjY4O7uTr9+/fj777+NHqdbt26oVCouXrzIypUrad++PQ4ODtSqVYvRo0cTHR1d4u+vsBpTdevW1Qb4v//+e0JDQ7Gzs8PHx4fHH3/c6PdYln7FxMTwwQcf0LVrV2rXro21tTU+Pj4MGzaM//77r8TfR2Wp0MDUtGnTWLRoEZ6enjz33HN88cUXzJ8/3+jXjz/+WJFdqbL+/fdfhg4dSmBgICqVqtAA3bJly2jbti21atXC1taWhg0b8sYbb5CZmVm5HS6jS/EpfLThNJ3e/4eHvtvDr/9d4U5alsE2zraWjGxdh8WPtmPXqz15c1ATQv1d5cmcEEKIKunZng21MZuo2BT+PHTVvB0yJn/GlHezwret01b32tIOXAM1r9WFB1guxCVrX9cvIjDl62KHpd4wv+gaMJzvYlwKw+ft4vi1RG3byNZ1mDu6JdaWUodJCHFvqF27No899hhJSUl8/PHHJdonNzeXkSNHMmHCBA4fPkzr1q3p27cvsbGxvPTSS9x3333k5moSF6ysrBgxYgQZGRksX77c6PEWL14MwJgxY7Rtu3fvZsqUKZw8eZKgoCDuv/9+QkJC2LhxI3379i0y/vDVV1/xwAMPoCgK/fr1w9HRkV9//ZUePXqQlmaarN+XX36Zp59+GmdnZ/r164eiKHz77bcMGTIERTH+oKs0/frzzz+ZNm0a165do3nz5tx33334+fmxYsUKOnbsyMaNG03yfZhKhQ7l++233/Dw8ODQoUP4+PgUv8M9KDk5mSZNmvDQQw/x3HPPFbpdrVq1ePnll2ncuDEODg4cPHiQxx9/nMTERD7//PPK63AppGXmsO5YDEv3XWH3eePRc1srNb0aezMkzI+uIZ41ZsYaIYQQNV9DLyeGhvmx8tA1AD7eeIYBzX2rVqaMOl89IK8mhW/b5WVNTapbUdB0mKbuFBQ5lO9iCTOmLNSawuh5xdKv3E4lyNup+P5XUfsv3eaxn/ZxK0X3gPDRTvV4fWBjeaAmhLjnvPrqq3z//ffMnTuXqVOn4u7uXuT2H330Eb///ju9e/fWJrIApKSkMHr0aFatWsXXX3/N008/DWgCTt988w2LFy9m0qRJBsfKzc1l6dKlWFpa8uCDD2rbQ0JC2LlzJx06dDDY/uDBg/To0YPnn3+eBx98EEfHgqNyvvrqK/7++2969OgBQGpqKr179yYyMpIlS5YwceLE0v8n5fPLL7+wZ88eWrRoAUBcXBwRERFs376dLVu2aM9d1n517NiRw4cPExoaanCMDRs2MGTIEJ566inOnj1bZd6zKvRxTnJyMp07d64yQan9+/cze/Zshg0bRu3atVGpVNjaFp+SnJ6ezvTp0wkODsbW1hY/Pz8mTpxYqlS+wgwYMIBZs2YxcuRIbGxsCt2uR48eDB8+nKZNm1K3bl3uv/9+xowZw5YtW8rdB1OLvp3KrLUnaT9rM1OXHi4QlLJQq+ge4sknI8PY90ZvvnioJX2a+khQSgghRLXzfO9grCw0N3VXE9L4edclM/coH6/GhsuuRRRhtXWGzlNh6JfQsKeuvZDAVGpmNtcT07XLdd0LD0yB4XC+6lxnat3RGB76brdBUOqlviESlBLiHqQoCnfSsqrdV2EZOWXl5+fH//73P5KSkvjoo4+K3DY7O5sPP/wQJycnFi9erA1KATg4OPDdd99hY2PDN998o23v1KkTgYGBbN26lWvXrhkc759//iEmJoa+ffvi4eGhba9Xr16BoBRAeHg4Tz/9NImJiYV+ln7++ecNAkP29va88MILgGbEkynMnDlTG5QC8PDw4MknnyzyHKXpV/PmzQsEpQD69u3LiBEjiIqK4tixY+X9NkymQjOmmjZtyo0bNyryFKUyc+ZM/vzzz1Ltk56eTs+ePYmMjMTX15ehQ4dy8eJF5s+fz+rVq9m1axcNGjSooB4X7uTJk6xbt44+ffpU+rkLc+zqHb7aeo71x65jrMxGQy9HRrauw33htfF0KjwIJ4QQQlQXge4OjG0fyPydFwGY+89ZRrT2x9Xe2rwdy+NaB3rPgBN/aYJOZQmcqIw/ONLPlrK2VOPnamd0uzyaAujxAFy5Vf2G8imKwg87LvDu2pPkfaaztlDz4YhQhrYooqi8EKLGSkzPJuydqjUkqiQOT+9j8hk2X3nlFb799lu++OILXnjhBYMgkb6DBw8SFxdH//79jW7j7e1NUFAQx44dIy0tDTs7O1QqFaNHj2b27Nn8+uuvTJ06Vbu9sWF8eXJycti8eTORkZFcv36d9HTNw5SzZ88a/Jufsc/YwcHBgKZ2kymU5Ryl3ScjI4P169ezd+9eYmNjtWWAjh49Cmi+/+bNm5ftGzCxCg1Mvfjii4wZM4bIyEij0crKFhERQVhYGG3atKFNmzYlyuR67733iIyMJCIigo0bN2pT/ebMmcMLL7zAxIkT2bZtm3b7W7duFVv0zdnZGS8vryK3KYyjoyNZWVlkZmby+OOP88knn5TpOKZ0MiaRTzedYcPxgkFIB2sLhrSozYOt/WlRR+pFCSGEqHme6RHEsn3RJGVkk5iezVdbo3htQOPid6wsHZ/VfJVVIRlTF+IMZ+SzUBf9Hl9Hb9a+K9WsxlRmdi7vrDrOoj2XtW3OtpZ8O6417esXPWRFCCHuBb6+vjzxxBN8+umnfPjhh7z//vtGt7t48SIA69atK/az4a1bt6hdWxP4HzNmDLNnz2bRokXawFRGRgZ//PEHDg4ODB061GDf6OhoBg0axOHDhws9flJSktF2f3//Am15cYCMjIwi+1xSZTlHafY5evQoQ4YM0f5/G1PY928OFRqYGjFiBNHR0QwdOpRnnnmGXr16aYfQGRMQUER6uQlMmzatVNtnZWUxd+5cAL788kuD8adTp05l4cKF/Pvvv+zfv59WrVoB8Pnnn/POO+8Uedzx48ezYMGC0nX+rkOHDpGWlsa+fft45ZVX8Pb2LvZ8FeV2SiYfbjzNkr2XyZ8NGlDLnvEd6jKitT/OtqaNxgshhBBVSS0Ha57s3oAP1p8GYMHOizzcPtAgEFOtOftBYsHyBRfjdYGpekXUl8qj//9xuRoN5YtNyuCpRfsNZt7zd7NjwSNtaOhVfetkCSGEqU2bNo1vvvmGL7/8khdffNHoNjk5mllZg4KCik1e0S9106xZM0JDQzlw4ACnTp2iUaNGrFmzhjt37jB27Fjs7Q3fcx999FEOHz7MsGHDmDZtGiEhITg5OaFWq/n22295/PHHCx3SWBnJFGU5R0n3URSFBx98kIsXL/LEE0/wxBNPUL9+fRwdHVGpVLz22mvMmjXL5EM6y6NCA1MAoaGhuLm58c477xQZQFGpVGRnZ1d0d0plx44dJCQk0KBBA8LDwwusHz58OEeOHGHVqlXawNRbb73FG2+8UeRx1eqyl/Zq2LAhoBkzqlarmThxIi+//DIODsXfEJrShuPXeWX5EW6nGs6s18TXmSk9g+jdxLvYJ6dCCCFETTGxYz1+3nWJmDvpZObk8vHG03w6quC9Q7U0ZC581U7zuv+H2mb9jKmSBKYC9DOmbqWiKEqVz6Q+fCWBx3/eb1BLK6yOK9+Pay1lCYQQONtacnh61SmtUlLOthUTBvDx8eHJJ59kzpw5fPDBB0Y/o+Zl/TRr1qzUyRpjxozhyJEjLF68mBkzZhQ6jC8lJYW///4bb29vli5dioWF4ZD08+fPl+q81c2pU6c4deoUrVu35uuvvy6wvip+/xUamFq9ejXDhg0jOzsbT09PAgMDKz2AUh55aX8tW7Y0uj6vXT89UK1WlyvwVFqKopCVlVXsdk2bNjXaHhUVhZ27H/sv3aZVoJvRbfRlZOcwa+0pFkReNGhv6OXIi31C6NvUu8rfZAohhBCmZmtlwdTewby07AgAKw9dY1yHurQMKP69tcrzagTPHICk6xCoe7pd2sBUXXddYCo5I5v4lEw8HKtucGf5/mheXXGUzOxcbdvwVv78333NqtbMi0IIs1GpVCav1VTdTZs2jXnz5vHVV18xbty4AuvbtGmDi4sLW7ZsITExEWdn5xIf+6GHHuKVV15h8eLFvPjii6xZswYvLy969eplsN2dO3fIzc3F19e3QFAqOzubFStWlO2bqyZu39Zk+Bob+nf79m3+/vvvyu5SsSo0MDV9+nQURWH+/PmMGzeu2gUsLl/W1BEw9gPVb8/briySk5M5d+4cAJmZmVy/fp1Dhw5hbW1Nkya6KZ1nzpxJu3btqF+/PoqisHfvXqZNm8bQoUNxdXUt8/kBUjJy+HTTGX6e1K7ovmZk87+f9hEZFa9ts7Oy4PneQTzSsR5WFpUXkBNCCCGqmmEt/Zm/8yInYhIBePuv46x8qiPqmpBB7N5A86Xnol5gqm4JAlOu9ta42FlxJ03zQO1SfEqVDEylZ+Xwf2tO8Mtu3f2dhVrFW4OaMC4isNrdzwohRGXy8vLiqaee4qOPPmLhwoUF1tvY2PDiiy/y5ptv8sADD/D9998TGBhosM2RI0c4efIkI0eONGj39/enS5cubNu2jWnTppGens5jjz2GpaVhWMPLywsXFxeOHTvGzp076dixI6AZRvjyyy9z5swZE3/XVUvDhg1Rq9X8888/nD17lqCgIEAzsdsTTzxRbE1sc6jQSMLJkyfp0qUL48ePr5Zv4snJyQAFxqvmycv+ytuuLPbt20d4eDjh4eHExMTwzTffEB4ezoABAwy2S0tL45lnniE0NJRWrVrx/vvv8/zzz2vTF4tz/Phxo195MwpuPxvHfxcL/wVNy8xh3A97DIJSjX2dWT2lE//r0kCCUkIIIe55FmoVbw/RZSgfib7Dsv0FazPVBHfSsohPydQulyRjCgyzpvRn9asqomKTuf+rSIOgVC0Ha36Z1I7xHepWy/tZIYSobHmlZtLSjNcTfO211xg9ejSbNm0iJCSEDh06MGrUKHr16kX9+vUJCwtjyZIlRvfNG7Y3b948g2V9lpaWvPzyy2RnZ9O1a1f69OnDqFGjaNiwIfPmzePpp5820XdaNXl5eTFp0iQSExMJCwtj0KBBjBgxgrp16/LPP/8wYcIEc3exgAqNJnh4eBgUDK9u8oqBFXYTYopiYd26dUNRlAJf+avnv/fee5w+fZrU1FQSExM5cuQI06ZNw86u6KmZS+OTv41HjnNzFV74/RAHLido2+5r4ceKpzrQwLP6/nyFEEIIU2tbrxaDw/y0y++vP6XNEKpJ9LOl7K0t8CphvaVAd10A65Je8fSq4I8D0Qyeu4OTdzPeAJrXduGvyR2JaCAz7wkhREl5enoWGfxRq9UsXryYZcuW0b17d86ePcsff/zBiRMn8Pb25u233y50Vr8RI0Zoi6I3aNCAdu2Mj/p57bXXWLhwIaGhoezcuZNNmzYRFhbG7t27ad26dfm/ySru66+/5uOPP6ZevXps3ryZ7du306tXL/bt21cgQ60qUCkVWIp96tSpLFq0iLNnz5Zq7GhlUalU2NjYkJ6ebnT91KlT+eSTT3j++eeZM2dOgfWHDx+mRYsWtGzZkv3791d0dytE06ZNOXsjGb9HvwJg+ZMdCtSa+nHHBWasPqFdHt22Du/e17xmDE0QQgghTOxaQho9P95GWpZm5qFJnerx5qAmxexVvaw8eJXnfjsEaCY+Wfts5xLtN2fjaT7/R1PCYGgLPz6rAgXiUzKymf7X8QLZbY90rMsr/RthYyn1pIS4V+Xm5nL6tGbG1ZCQkEqtJSyEuZX29z+vrvXx48dLfa4KvbL+7//+j/r16zNs2DAuXLhQkaeqEAEBAQBERxtPw89rz9uuurKz1v0aLNpzyWBdzJ00Pt54WrvcNdiTmUObSVBKCCGEKISfqx1PddPVY1oYeZGzN5LM2CPTMyh87lnyiW0C9DKmLsabfyjfnvPx9P9su0FQytnWkm8ebsX0wU0lKCWEEEJUggotfj5o0CAsLCzYsmULISEh1K1bl9q1axsdGqdSqdi8eXNFdqfUwsLCADhw4IDR9XntoaGhldaniuBiZ619veZIDDOHNsPBRvOr8e6ak6Rkap74utpb8cnIFlhKPSkhhBCiSI91qc/S/Ve4ciuN7FyF11ce47f/ta8xNYoMAlPuJQ9M6deYMudQvvSsHD7acJofdl5Af+xAywBXPh8djr+b8fqiQgghhDC9Cg1Mbd26Vfs6Ozubc+fOaWegy68q3qh17NgRFxcXoqKiOHjwIOHhhunmy5YtAzQBuOrM0dYSS1tLEtOzycjO5Z9TNxkc5sf52GTWHI3Rbvda/8bUcrAu4khCCCGEALC1suCtQU157Kd9AOy9cIvf90fzYOs6Zu6ZaVyML92MfHn0a0wlpGaRkJqJq33l3lvsv3SbacuPcO6mbvIaC7WKp7o1YErPIJnQRQghhKhkFRqYqo7D9/RZW1szefJk3n33XSZPnszGjRu1M/HNmTOHI0eO0KlTJ9q0aWPmnpaPCujT1Eebxr7h+HUGh/nxy+7L2qeIDTwdGN7K33ydFEIIIaqZ3k286dPEm40nbgDw3tqT9GzkhbtjyQqFV1WKohhmTJUiMOXhaI2DtYU2G/tSfGqlBaYSUjN5f/1pluy9bNDewNOBjx9sQYs6rpXSDyGEEEIYqtDAVFWr9r5mzRpmzpxp0JaZmUn79u21y2+++SYDBw7ULr/xxhts2rSJyMhIgoKC6Ny5M5cuXWLPnj24u7szf/78Sut/RerV2EsbmNp9/hY5uQprjl7Trp/Qoa7UlRJCCCFK6e0hTdl5Lo6UzBwSUrN4b+0pPn4wzNzdKpf4lEyS0rO1y6UJTKlUKgLdHThxd+a7i/EphFVwQEhRFFYcvMq7a04Sn5Kp1xeY1LEeL/YNwdZKakkJIYQQ5lKhgamqJjY2lj179hi0KYpi0BYbG2uw3tbWli1btjBr1iwWL17MypUrcXNzY/z48cycOZM6dWpGSn67erppkOOSM1h+IJobiRmAJr19YKhfYbsKIYQQohB+rna80CdEO7vt8gPRPNCqNh0aeJi5Z2Wnny3lbGuJm71Vqfav62GvDUxdruAC6Acv3+a9tSf57+Jtg/Zgb0fevb85berWqtDzCyGEEKJ4Jg1MWViU/WmTSqUiOzu7+A3LYcKECUyYMKHU+9nZ2TFjxgxmzJhh+k5VEW4O1jTyceLUdc2sQd9si9Kuax3oJrWlhBBCiDIa36EufxyM5thVTTDmjRXHWPdc52o749sZvRkGG3o5lrpOaECtip+Z73J8Ku9vOMWaIzEG7bZWap7rFcykTvWklpQQQghRRZj0HVlRlDJ/5ebmmrIrogya+DlrX0fF6p6Gtq0nTxOFEEKIsrJQq5h1fyh5I+LPx6Xw5T/GJ4OpDs7e0BUND/Z2KvX+FTkz3/nYZF78/TA9Pt5aICjVq7EXfz/flSe6NpCglBBCCFGFmDRjSoJL1VuQl/Gby5aBbpXcEyGEEKJmae7vwvgOdZm/8yIAX22Nom8zH5r6uZi3Y2WgnzEVVIbAlP7MfJdulT9jSlEUDkff4fvt51lzNEY7cUuepn7OvD6gMR0aVt/hk0IIIURNdk/VmBJFa+jlaLS9qV4mlRBCCCHK5oU+IWw8foOrCWlk5yq89PsR/pzcsdpl75wxyJgyfu9QlNqudtrXcckZZOXklun/ICE1kzVHY1i85zLHryUaPc+LfYMZGlZbJnARQgghqjAJTAmtICOBKRtLNZ7VfFprIYQQoipwtLHk/QdCGfuDZtKVEzGJfL01iik9g8zcs5K7nZJJXHKGdrksQ/m8nHX3FYoCN5MyDIJVhVEUhfNxKeyKimfjiRtEnosjO1cpsF19Twee6taQoS38ql3QTwghhLgXSWBKaPm42BZoq+1qV+qipkIIIYQwrlOQB6PbBrBk72UA5v5zlt5NvGnsWz2yk/WH8TnbWuLlVPqHV7ZWFrjZW3E7NQuA63fSCwSm0jJziIpN5uzNJM7cSObsjSQOXbljEBTLr01dN8Z3qEv/Zr5YSIaUEEIIUW2YNDD1008/mfJwALRo0YLQ0FCTH1cUZGtlgbWFmswcXa0wvxI8wRRCCCFEyb02oBHbTt/k2p10snIUXlp2mBVPVY8hfWduGhY+L+vDK29nW21g6kZiOgDnbiaxZO8VNp28weVbqQVqRRnj4WjDoFBfHmoXUKbsLSGEEEKYn0kDUxMmTDBZdo2iKKhUKqZPny6BqUrkbGdJXHKmdrkkqfVCCCGEKDknWytmPRDK+B/3AnDsaiLfbItico+qP6TvbDkLn+fxdrbl1HXNsW4kpvPzrou8s+qE0aF5+TXycaJ9fXf6N/Ohdd1akh0lhBBCVHMmDUzNnz/flIcDNBlTovI42VoZBKYkY0oIIYQwva7BnoxsXYff9l0B4LPNZ+ndxIcQn6qd9aNfZLxROfrq46wrH7Bk72WDgup5bCzV1Pd0JNjbkWBvJ0K8nWgV6Iabg3WZzyuEEMI08iekqFQqnJ2dad68OePHj2fSpEkVVhJm69atdO/enfHjx7NgwYIKOYeoXCYNTI0fP96UhxNm4Gxr+Cvh4yKFz4UQQoiK8Pqgxvx7NpaYu0P6nvvtECuf7oCNpYW5u2ZUdk4uJ/QCU839Xcp8LP0C6PpBKR9nW57u0ZDODT2oU8tesqGEEKKKy4sB5OTkEBUVxc6dO9mxYwebN29myZIlZu6dqC6qfjEDUamcbK0Mlj1kRj4hhBCiQjjbWjFrWHPt8smYROb8fcaMPSpaVGwKaVk5AFioVTQpR8F2Bxvjz0Z/nNCGh9sHUtfDQYJSQghRDSxYsIAFCxbw888/ExkZyYYNG7C0tOTXX39l9erV5u6eqCYkMCUMOOXLmJLAlBBCCFFxuoV48XD7QO3yt/+eZ/f5eDP2qHBHr97Rvg7ycsTWquyZXXZG9u3U0IMmftVjdkIhhBDG9e7dm4cffhiAlStXmrczotqQwJQwYGNp+CvhWYZpoIUQQghRcq8NaEx9TwcAFAVeWHqYxPQsM/eqoGN6ganmtcs+jA/AzrpgYKp1XbdyHVMIIUTVEB4eDsCVK5o6igkJCcydO5e+ffsSGBiIjY0N7u7u9OvXj7///rvQ41y8eJHRo0fj7u6Oo6MjHTp0YM2aNUWeW1EUFi5cSJcuXXB1dcXOzo7Q0FA++ugjsrKq3nur0JDAlDCQlWM4G467oxQYFUIIISqSnbUFn45sgeXdoWtXE9J4+8/jZu5VQUeiE7Svy1NfCoxnTDXykWwpIYSoCZKSNLOu2thokhx2797NlClTOHnyJEFBQdx///2EhISwceNG+vbty48//ljgGFFRUbRr145ff/0VDw8PBg8eTG5uLoMHD2bp0qVGz5ubm8vIkSOZMGEChw8fpnXr1vTt25fY2Fheeukl7rvvPnJzcyvuGxdlZtLi56L6y8jOMViuqgVYhRBCiJok1N+VZ3sG8fHdGlN/HLxKj8ZeDAr1M3PPNLJzcjkRo1f4vJwZU/ZGMqbKU7NKCCHMQlEg/U7x21U1ti5QQTPmKYqirS0VGhoKQEhICDt37qRDhw4G2x48eJAePXrw/PPP8+CDD+Lo6Khd99RTT3Hz5k2eeuop5s6di1qtyan5/vvveeyxx4ye+6OPPuL333+nd+/eLFq0CE9PTwBSUlIYPXo0q1at4uuvv+bpp582+fctykcCU8JARrZEkIUQQghzeLJbA7acvsmBywkAvL7iGK0Da+HjYmvejgHHriWSnqW5R7C2UNO4nEGk/BlTahX4u9mV65hCCFHp0u/A+4HFb1fVTLsEdq4mPWROTg7nz5/nvffeY9euXdjY2PDII48AUK9ePerVq1dgn/DwcJ5++mneffddtmzZwuDBgwFNttTGjRtxc3Pjgw8+0AalAB599FHmz59PZGSkwbGys7P58MMPcXJyYvHixXh4eGjXOTg48N133xEYGMg333wjgakqSAJTwkC/Zj5sPxsHgJu9VTFbCyGEEMJULC3UfDKyBQM+205KZg530rJ48ffD/DSxLWozz1C394KuIHtYHZdyFT6HgjWmnO2szP49CiGEKD2VkcwrJycnFi5cSIMGDbRtOTk5bN68mcjISK5fv056ejoAZ8+eNfgXYOfOnQAMGDAABweHAscfNWpUgcDUwYMHiYuLo3///gZBqTze3t4EBQVx7Ngx0tLSsLOThyFViQSmhIEHW9ch8lw85+NSePf+ZubujhBCCHFPCXR34K3BTZi2/CgAO87FMT/yIpM6FXzSXJn2nL+lfd22Xq1yH69AYMpWHoYJIUR1NH78eADUajXOzs40b96cYcOG4eamm9AiOjqaQYMGcfjw4UKPk1eXCuDatWsABAQEGN3WWPvFixcBWLdundFgmb5bt25Ru3btIrcRlUsCU8KAlYWaL8e0NHc3hBBCiHvWg63rsPnkTTaeuAHA++tP0bGhu9mKg+fkKuy9qAtMtavnXu5j2lsZ3oI62sgtqRCiGrJ10QyLq25sy1cnUN+CBQuK3ebRRx/l8OHDDBs2jGnTphESEoKTkxNqtZpvv/2Wxx9/HEXRTcKV97q4AJO+nBxNreSgoKACtazyyyvKLqoOuQsQQgghhKhCVCoVsx8I5eCVf4lNyiAzO5dnlxziz8kdyz2ErixOXU8kKT0bAAu1ipaBbsXsUTxba8OJoW2sZKJoIUQ1pFKZvFZTTZOSksLff/+Nt7c3S5cuxcLC8H3s/PnzBfbx89NM/HHpkvGg3+XLlwu0+fv7A9CsWbMSBctE1SJ3AUIIIYQQVUwtB2s+GhGmXT59I4kP1p82S192RenqSzWr7WKS7CZ7a8NjWKnlllQIIWqiO3fukJubi6+vb4GgVHZ2NitWrCiwT8eOHQFYu3YtKSkpBdb/+uuvBdratGmDi4sLW7ZsITExscB6UbXJXYAQQgghRBXUNdiTCR3qapd/3HmBf8/EVno//jl1U/u6U8PyD+ODgrPyWVpI4XMhhKiJvLy8cHFx4dixY9qi5qAZevfyyy9z5syZAvs0bNiQnj17cvv2bV555RVyc3UzxxubkQ80w/NefPFFEhISeOCBB4xmWx05coTffvvNRN+ZMCUJTAkhhBBCVFGv9G9EsLejdvnF3w9zKyWz0s6fmJ7F3gu6+lI9Gnmb5LgW+Wbgs7SQW1IhhKiJLC0tefnll8nOzqZr16706dOHUaNG0bBhQ+bNm8fTTz9tdL+vv/4aT09PvvjiC5o0acJDDz1EREQEkyZN4oknnjC6z2uvvcbo0aPZtGkTISEhdOjQgVGjRtGrVy/q169PWFgYS5YsqchvV5SR3AUIIYQQQlRRtlYWfDYqHOu7gZubSRm8+scRgyKxFWnH2TiyczXnquVgTYs6rhVyHmvJmBJCiBrrtddeY+HChYSGhrJz5042bdpEWFgYu3fvpnXr1kb3CQoKYvfu3Tz44IPcvHmTP//8E0VRWLlyJSNHjjS6j1qtZvHixSxbtozu3btz9uxZ/vjjD06cOIG3tzdvv/0277//fkV+q6KMpPi5EEIIIUQV1tjXmZf7hfB/a04CsOH4DZbuu8LINsan0TalzSd1w/i6BXsWyHQyFUupMSWEENVKaR+QjBs3jnHjxhVoDw0NZcKECUb3qV+/fqFD74o6/wMPPMADDzxQqv4J85K7ACGEEEKIKm5ix3p0auihXX5n1QkuxBUsCGtKGdk5/H3iuna5eyOvCjuX1JgSQggh7l0SmBJCCCGEqOLUahUfjQjD1d4KgNTMHJ777RBZObnF7Fl2W0/HkpieDYCtldrkgSkrvWBUz8YVF/QSQgghRNUmgSkhhBBCiGrAx8WWWfc31y4fvpLA3H/OVdj5/jp0Tfu6dxMfHG1MWwHip4ntCPF2YljL2gwNq23SYwshhBCi+pDAlBBCCCFENdG/uS8jWvlrl7/45yz7L90qYo+ySUzPYtPJG9rl+1r4mfwcEQ3c2fB8F+Y82AJ1BdWuEkIIIUTVJ4EpIYQQQohqZPqQpgS62wOQq8Bzvx0iKT3LpOdYti+ajGzNMEFXeys6B3ma9PhCCCGEEHkkMGVm//77L0OHDiUwMBCVSsXbb79d6Lbx8fE8+eST+Pn5YWNjQ926dZk3b17ldVYIIYQQZudoY8knI1toZ8i7ciuNt/86YbLj5+QqLNx1Ubv8YOs6WFvKLaMQQgghKobcZZhZcnIyTZo04YMPPsDHx6fI7Tp37sy5c+dYsmQJp0+fZsmSJTRp0qQSeyuEEEKIqqBlgBvP9GioXV5+IJo1R2JMcuwtp25yKT4VALUKxkUEmuS4QgghhBDG3FOBqf379zN79myGDRtG7dq1UalU2NraFrtfeno606dPJzg4GFtbW/z8/Jg4cSLR0dHl7tOAAQOYNWsWI0eOxMbGptDtPvzwQ1JTU1m9ejVdu3albt26RERE0KVLl3L3QQghhBDVz+TuDWkZ4Kpdfm3FUWLupJXrmIqi8MUWXUH1Pk188HezL9cxhRBCCCGKck8FpmbOnMmrr77KihUruHbtWvE7oAlK9ezZkxkzZpCcnMzQoUOpU6cO8+fPp2XLlkRFRVVwrzWWL19Op06deP755/H19SUkJISpU6eSkpJSKecXQgghRNViaaHmk5EtcLC2AOBOWhYvLD1Mbq5S5mNuPnmTQ1cStMv/61q/vN0UQgghhCiSaef9reIiIiIICwujTZs2tGnTpsihc3nee+89IiMjiYiIYOPGjTg6OgIwZ84cXnjhBSZOnMi2bdu029+6dYtbt4qeHcfZ2RkvL69S9T0qKopz584xcuRIVq1axbVr15g8eTJXr17lt99+K9WxhBBCCFEzBLo7MH1IU15edgSAyKh45kdeZFKneqU+Vm6uwsd/n9Eu92jkRcsAN5P1VQghhBDCmHsqMDVt2rRSbZ+VlcXcuXMB+PLLL7VBKYCpU6eycOFC/v33X/bv30+rVq0A+Pzzz3nnnXeKPO748eNZsGBBqfqSm5uLh4cHP/zwA5aWmh9bZmYmI0aMYO7cuaUOdAkhhBCiZhjRyp8tp26y7th1AOZsPM3A5r74uBRfrkDf2mMxnIxJ1C5P7R1s0n4KIYQQQhhzTw3lK60dO3aQkJBAgwYNCA8PL7B++PDhAKxatUrb9tZbb5GVlVXk148//ljqvvj6+hIUFKQNSgE0bdoUgEuXLpX6eEIIIYSoGVQqFe/d3xw3eysAUjJzmLmmdLP0pWRkM2vtKe1y/2Y+NKvtYtJ+CiGEEEIYI4GpIhw+fBiAli1bGl2f1563HYBarcbS0rLIL7W69P/tnTt3JioqipycHG3b6dOnAahbt26pjyeEEEKImsPNwZpX+jfSLq85EsPBy7dLvP8nf5/haoKmcLqVhYoX+ki2lBBCCCEqhwSminD58mUA/P39ja7Pa8/briySk5M5dOgQhw4dIjMzk+vXr3Po0CFOnDB80vniiy9y8+ZNJk+ezOnTp9myZQsvvvgiDz30EJ6ensWep2nTpka/Kqt4uxBCCCEq1ohWdQj112U5fbzxTBFb6xy7eocfd17QLj/epQENvZxM3j8hhBA1h0ql0n7t2rWr0O2WLl2q3c5cCRX6fS3sa8KECWbpm9C4p2pMlVZycjIA9vbGp0l2cHAw2K4s9u3bR/fu3bXL33zzDd988w2BgYFcvHhR2x4WFsbatWt55ZVXCAsLw8fHhwceeIAZM2aU+dxCCCGEqDnUahUv9Q3h4R/2ArDjXByR5+Lo0NCj0H2yc3J59Y+j5E3kV9fdnsk9GlZGd4UQQtQQixYtIiIiwui6X375pZJ7U7jx48cXuq5Tp07lPn7dunW5dOkSilL22XHvVRKYKkLeL5RKpSpyfXl069atxMfp2bMn//33X5nOc/z4caPteXWqhBBCCFH9dWroQbt6tdhzQTND8IcbT/NHA/dC72V+3x/N0at3tMvv3t8cWyuLSumrEEKI6s3GxoYGDRrw22+/8emnnxrUQwaIj49n/fr1tGzZkgMHDpiplzqlnYBMVB4ZylcEJydNGntKSorR9ampqQAGs/UJIYQQQpiLSqXJmspz8HIC/5y6aXTbrJxcvt6qG9I/LLw2HYvIrhJCCCHyGzNmDHFxcWzYsKHAut9++42srCzGjh1rhp6J6kQCU0UICAgAIDo62uj6vPa87YQQQgghzK113Vp0D9HVn/xs81mj2323/TyXb2keslmoVTzfWwqeCyGEKJ0xY8agUqmMDtn75ZdfcHR0ZOjQoUb3VRSFJUuWMGrUKIKDg3FwcMDJyYm2bdvy1VdfkZuba7B9dHQ07u7u2NjYcOjQoQLHe+edd1CpVAwaNKjc31deTaycnBw++OADgoODsbGxoU6dOkybNo2MjAzttlu3bkWlUnHp0iXtvuauq1XdSGCqCGFhYQCFph3mtYeGhlZan4QQQgghivNCH13W1JHoOxyNvmOw/nxsMp9u0gWsHmxdhzq1jNfUFEIIIQoTGBhIx44d+euvvwxqL1+4cIFdu3YxbNiwQms2Z2Rk8NBDD7Fx40a8vLwYPHgw7dq14/jx4zz99NNMnDjRYHt/f3+++eYbMjMzGTNmDOnp6dp1u3fv5v/+7//w8vLihx9+MNn3N2bMGGbMmIG/vz99+vQhKSmJDz74gEmTJmm38fHxYfz48doa1OPHj9d+DR8+3GR9qcmkxlQROnbsiIuLC1FRURw8eJDw8HCD9cuWLQMwSURWCCGEEMJUmtV2oWWAKwcuJwDwx8FomuvN2PfpprNkZmueRHs62fBK/0bm6KYQQlRriqKQlJVk7m6UmpOVU6G1B8ti7Nix7Nixgz/++INx48YBuqLnY8aMKXQ/S0tLli9fzqBBg7C2tta2x8bGMmDAABYuXMjEiRPp0qWLdt3w4cOZMGECCxYs4OWXX+bzzz8nOTmZsWPHkp2dzQ8//IC3t7dJvq9Lly5hb2/PsWPHtJlPFy5coFWrVixatIh33nmHBg0a0KhRIxYsWMDWrVtJSUmRWlZlIIGpIlhbWzN58mTeffddJk+ezMaNG7VR0Dlz5nDkyBE6depEmzZtzNxTIYQQQghD97f01wam/j0Tq22/lpDGmqMx2uU3BjbGxc6qsrsnhBDVXlJWEh2XdDR3N0pt5+idOFs7m+x4Dz74IFOmTGHRokXawNSiRYvw8fGhZ8+exMbGGt3P0tKSYcOGFWj39PRk1qxZ9O7dmz///NMgMAXw+eef8++///LFF18wcOBAfv31V6KionjiiSeKTBopKhi3YsUK7rvvvgLtc+fONRiOV69ePcaOHcvcuXPZvn07DRo0KPSYouTuqcDUmjVrmDlzpkFbZmYm7du31y6/+eabDBw4ULv8xhtvsGnTJiIjIwkKCqJz585cunSJPXv24O7uzvz58yut/0IIIYQQJdUtWFdnKio2hasJadR2tWNh5EVycjUzAvu72TGwua+5uiiEEKIGcHNzY8CAAaxatYrr169z5coVTp8+zfPPP4+FRfEzvR46dIiNGzdy6dIlUlNTNZloSZpMtLNnC9ZJdHJy4pdffqFz5848+OCDJCYmEhISwscff1zkecaPH1/oOmN1o62srOjWrVuB9uBgTU3GmJiYAutE2dxTganY2Fj27Nlj0KYoikFb/miura0tW7ZsYdasWSxevJiVK1fi5ubG+PHjmTlzJnXq1KmUvgshhBBClEadWvbU83DgQpxmduHdUfEMbeHHr/9d0W7zSMd6WFpIyVEhhBDlM3bsWFauXMmvv/7KhQsXtG1FyczMZMKECSxZsqTQbfICVPlFREQwZcoUPvnkE1QqFYsWLSq0llWe0g6x8/X1NRpYc3R0BDAogC7K554KTE2YMIEJEyaUej87OztmzJjBjBkzTN8pIYQQQogK0q5eLW1g6r+Lt6jv6cCdtCwArCxUPNja35zdE0KIas3Jyomdo3eauxul5mTlZPJjDho0CFdXV3766SeuXbtG48aNadmyZZH7zJkzhyVLltCsWTM+/PBDWrZsiZubG1ZWVpw5c4aQkBAURTG6b0pKCqtXrwY0ySb79++nVatWJv2eTFmHSxTtngpMCSGEEELcS1rXraXNkNp78Rb+bnbadeEBbjjZSm0pIYQoK5VKZdJaTdWZjY0Nw4cP5/vvvwdgypQpxe6zYsUKAG1wSt/58+eL3Pf555/n7Nmz3H///WzcuJGpU6fSvXt3goKCyvgdCHOS3G0hhBBCiBqqVaCb9vX52BT+OXVTu9yxgYc5uiSEEKKGGjduHO7u7nh4eBQ5G1+e27dvAxgtj7N06dJC9/vzzz/57rvvCAoK4pdffuGTTz4hJSWFMWPGkJ2dXfZvoJzyZhY0Zx+qKwlMCSGEEELUUIG17LGz0tXHyJulD6BNPTcjewghhBBl07lzZ+Li4oiNjSUwMLDY7fOKiM+bN8+gfdmyZfz0009G97l+/TqPPvoolpaW/PLLL9jb2/PYY48xZMgQ/vvvP95+++1yfx9l5efnB8Dp06fN1ofqSobyCSGEEELUUGq1imBvRw5H3zFsV0Gov6t5OiWEEEIAL7/8MuvXr+eVV17h999/Jzg4mLNnz7Jv3z5efPFFPvroI4PtFUXhkUceIS4ujhkzZtC2bVvtuu+//57mzZsze/Zs+vfvT8eOHQucr6h60wEBAeWuKT1kyBC2bdtGz5496d69Ow4ODnh4eDB79uxyHfdeIIEpIYQQQogaLMTHqUBgKtjbCUcbuQ0UQghhPl26dGHHjh28/vrrHDx4kDNnztC8eXOWL19Oy5YtCwSm5s6dy/r164mIiOC1114zWOfp6cmPP/7IwIEDGTt2LIcPH8bZ2bD+18KFCwvtS1hYWLkDU1OmTOH27dssWbKE5cuXk5WVRWBgoASmSkClFFbmXtwTmjZtCsDx48fN3BMhhBBCVIRv/43ivbWnDNr6N/Ph67Gmnb1ICCFqmtzcXO2wrJCQENRqqYQj7h2l/f0vT2xBriwhhBBCiBrMx8WuQJuXk40ZeiKEEEIIUZAEpoQQQgghajBvI0EoTwlMCSGEEKKKkMCUEEIIIUQN5uNiW6DNy6lgmxBCCCGEOUhgSgghhBCiBvN2LhiE8nSWjCkhhBBCVA0SmBJCCCGEqMFsrSxwsbMyaJMaU0IIIYSoKiQwJYQQQghRw9VysDZYlhpTQgghhKgqJDAlhBBCCFHD9W7irX3dxNcZT0cJTAkhhBCiarA0dweEEEIIIUTFmto7mGa1XbiTlkX/Zj6oVCpzd0kIIao8/b+Vubm5qNWS1yHuHbm5udrXFX3fIIEpIYQQQogaztbKgiFhfubuhhBCVCsqlQpra2syMzNJSUnBxcXF3F0SotKkpKQAYG1tLYEpIYQQQgghhBDCHJycnIiPj+fGjRsAODg4SOaUqNFyc3NJSUnR/s47OTlV+DklMCWEEEIIIYQQQhjh7u5OSkoK6enpXLt2zdzdEaJS2dra4u7uXuHnkcCUEEIIIYQQQghhhIWFBQEBAcTHx5OUlERmZqa5uyREhbO2tsbJyQl3d3csLCwq/HwSmBJCCCGEEEIIIQphYWGBl5cXXl5eKIqCoijm7pIQFUalUlX6JCkSmBJCCCGEEEIIIUrAHB/ahajppGqbEEIIIYQQQgghhDALCUwJIYQQQgghhBBCCLOQwJQQQgghhBBCCCGEMAsJTAkhhBBCCCGEEEIIs5DAlBBCCCGEEEIIIYQwCwlMCSGEEEIIIYQQQgizUCmKopi7E8J8nJycyMrKokGDBubuihBCCCGEEEIIIaqhqKgorKysSEpKKvW+kjF1j3NwcMDKysrc3SizqKgooqKizN0NUQHkZ1tzyc+25pKfbc0kP9eaS362NZf8bGsu+dnWXNX9Z2tlZYWDg0OZ9pWMKVGtNW3aFIDjx4+buSfC1ORnW3PJz7bmkp9tzSQ/15pLfrY1l/xsay752dZc9/LPVjKmhBBCCCGEEEIIIYRZSGBKCCGEEEIIIYQQQpiFBKaEEEIIIYQQQgghhFlIYEoIIYQQQgghhBBCmIUEpoQQQgghhBBCCCGEWcisfEIIIYQQQgghhBDCLCRjSgghhBBCCCGEEEKYhQSmhBBCCCGEEEIIIYRZSGBKCCGEEEIIIYQQQpiFBKaEEEIIIYQQQgghhFlIYEoIIYQQQgghhBBCmIUEpoQQQgghhBBCCCGEWUhgSgghhBBCCCGEEEKYhQSmhBBCCCGEEEIIIYRZSGBKVBkpKSn8/PPPPPPMM7Rt2xYbGxtUKhWzZ88udt/o6GgmTpyIn58ftra2BAcH89Zbb5Genl6mvpw8eZIRI0bg6emJnZ0dzZs355NPPiE3N7dMxxOF69atGyqVqsgvtbrkf6oWLFhQ5LFGjRpVgd+N0Ld169Yifxbt27cv03FXr15N165dcXFxwdnZma5du7J69WoT914U5tSpU7z//vv07NmTgIAAbGxs8PHxYdiwYWzfvr3Ux5NrtvKlp6czffp0goODsbW1xc/Pj4kTJxIdHV3qYyUkJPDcc88RGBiIjY0NgYGBPPvssyQkJJi+46JQqamprFy5kkmTJhEaGoqzszMODg6EhYUxY8YMkpOTS3W8unXrFnldnjp1qoK+E2FMcfdK69evL9Xx5LqtGoq7T8r7mjFjRomOJ9dt5du/fz+zZ89m2LBh1K5dG5VKha2tbbH7/fTTT7Rt2xZHR0dq1arFgAEDiIyMLFMfcnNz+fTTT2nevDl2dnZ4enoyYsQITpw4UabjmYuluTsgRJ6zZ88ybty4Uu8XFRVFREQEsbGxNGvWjM6dO7Nv3z5mzpzJpk2b2LJlCzY2NiU+3u7du+nZsyepqam0bduWunXr8u+//zJ16lR27tzJ77//jkqlKnU/hXH9+vWjbt26Rtft37+fY8eO0blz51IfNywsjBYtWhRob9euXamPJcqnQYMGdOrUyWh7aX3++ec8++yzWFpa0qtXL2xsbNi4cSODBw/ms88+Y8qUKabosihCr169uHr1Ks7OzrRr146IiAhOnDjBihUrWLlyJXPmzOG5554r9XHlmq0c6enp9OzZk8jISHx9fRk6dCgXL15k/vz5rF69ml27dpX42oyPjyciIoKzZ89Sv3597rvvPo4fP87nn3/O2rVr2b17N+7u7hX8HQmAxYsX89hjjwHQtGlT+vXrR2JiIpGRkUyfPp0lS5awbds2vLy8SnXc8ePHG213cXEpd59F6T3wwAM4OjoWaK9du3aJjyHXbdXh4+NT6DWWk5PDL7/8AlDq+2C5bivPzJkz+fPPP0u1z9SpU/nkk0+ws7OjT58+pKen8/fff7Nx40Z+//137r///hIfS1EURo4cybJly3B1dWXgwIHExcWxfPly1qxZw5YtW6rPfZQiRBVx7tw5ZdKkSco333yjHDhwQHn99dcVQJk1a1aR+3Xp0kUBlClTpmjbsrKylPvvv18BlLfeeqvEfcjKylIaNGigAMqcOXO07UlJSUpERIQCKD/++GPpvzlRJm3btlUA5bvvvivxPvPnz1cAZfr06RXXMVEiW7ZsUQBl/PjxJjne6dOnFUtLS8XGxkaJjIw0aHd3d1csLS2VM2fOmORconC9e/dWFi9erGRkZBi0z5s3TwEUCwsL5fjx4yU+nlyzlevNN99UACUiIkJJSkrStn/88ccKoHTp0qXEx3r44YcVQBk2bJiSlZWlbX/mmWcUQBk3bpxJ+y4Kt3DhQuXJJ58s8Dfw2rVrSnh4uAIoo0ePLvHxAgMDFfmYUHV07dpVAZQLFy6U+1hy3VYPa9euVQClTp06Sk5OTon2keu28s2ePVt56623lFWrVinXr19XAMXGxqbQ7Tdv3qwAiru7u8Hf68jISMXa2lpxcXFRbt26VeLz//DDDwqgBAUFKdevX9e2L1u2TAGUBg0aGFznVZn85ooqa/r06cUGpvbu3asAipeXl5Kenm6w7vr164qVlZXi5uamZGZmluicS5cuVQAlLCyswLoDBw4ogNKsWbNSfR+ibM6cOaP9456QkFDi/eRDbtVh6sDUU089pQDKs88+W2DdnDlzFECZPHmySc4lyqZPnz4KoLz99tsl3keu2cqTmZmpuLq6KoBy4MCBAutDQ0MVQNm3b1+xx4qJiVHUarViZWVlcDOsKIqSnp6ueHp6KhYWFgXWicoXGRmpfT/NH1AujHzArVpMFZiS67b6eOihhxRAeeWVV0q8j1y35ldcYGrAgAEKoHzyyScF1k2ZMkUBlI8++qjE52vSpIkCKCtWrCiwbsiQIQqgLFu2rMTHMyepMSWqtby6MoMHDy4wXM/b25vOnTtz+/Ztdu7cWarjDR8+vMC68PBw6tevz7Fjx7h48WL5Oi6KlZe+PGTIEEk9FkDR1+eIESMAWLVqVaX2SRgKCwsD4Nq1a2buiTBmx44dJCQk0KBBA8LDwwusz7u2SnIdrVu3jtzcXLp06YK3t7fBOhsbGwYPHkxOTg7r1q0zTedFmeVdlxkZGcTHx5u5N8Kc5LqtHlJSUrTDw8aOHWvm3ghTSU9PZ/PmzYDxe9nSvAcDXLhwgRMnTmBnZ8fAgQPLfTxzkxpTolo7fPgwAC1btjS6vmXLlvzzzz8cPnyYbt26meR458+f5/Dhw4XWRRKmsWjRIqDsb8j79+/npZdeIjExER8fH3r06EHXrl1N2UVRQmfPnuXVV18lPj4eDw8POnXqRL9+/UpV1D4hIYHLly8DGP1A7e/vj4eHB5cuXeLOnTsSzDST8+fPA5q6GaUl12zFK8l7nP525T3Wjz/+WKJjiYqVd11aWVlRq1atUu374YcfEhUVhY2NDU2bNuX+++/H09OzIropSuCHH34gPj4etVpNcHAw9913HwEBASXeX67b6uGPP/4gJSWF8PBwmjZtWur95bqtmk6dOkVGRgaenp74+/sXWJ93XR45cqREx8u7Tps1a4aVlVWhx6su17MEpkS1lvdB1djFrd+et11lH0+Uza5du4iKisLd3Z3+/fuX6RirV682mKltxowZdO3ald9++63AU0JRsSIjIwvMNNK8eXOWL19OUFBQiY6Rd825ubnh4OBgdBt/f3/i4uK4fPkyzZs3L1+nRalFRUVpr7khQ4aUen+5ZiueKd/j5P2y+vjss88AzWQjpZkMBuDll182WH7++ef5/PPPmTRpksn6J0ru//7v/wyWX3zxRd58803efPPNEu0v1231kDdq4OGHHy7T/nLdVk3FXX8ODg64urpy+/ZtkpKScHJyKtfxqtv1LEP5RLWWN/2xvb290fV5H2BLOk2yqY8nyubnn38GYNSoUUafABTF19eXt99+m4MHD3Lnzh2uX7/OX3/9RaNGjdi2bRsDBw4kJyenIrot8nFxceGll15i9+7dxMfHEx8fz+bNm2nfvj1Hjx6ld+/e3Llzp0THKu7aBLk+zSk7O5sJEyaQkZHByJEjadWqVYn3lWu28pjyPU7eL6uHtWvX8sMPP2BlZcXMmTNLvN+QIUP4448/uHTpEqmpqRw7doypU6eSkZHBo48+ysqVKyuu06KALl268PPPPxMVFUVqaiqnT5/m3XffxdLSkrfeeksbfCyOXLdV3/Xr19m8eTMWFhaMHj26VPvKdVu1mfpetqZdz5IxJUxm+PDhHDt2rFT7/PTTT7Rt27bM51QUBQCVSlXk+tIy9fFqMlP/3LOysli6dClQtidFffv2pW/fvtplZ2dnBg8eTPfu3WnVqhX79+/nt99+46GHHir1se815f3ZhoeHFxh216NHD3bs2EH37t3Zvn07X375Ja+99lqxxy3uWtffRhStIv5WP/PMM+zYsYP69evz1VdflerYcs1WHlO+Z1bU+68wnZMnTzJ27FgUReHDDz/U1poqic8//9xguWnTpnz88ceEhITw+OOPM23aNO677z4T91gUZsaMGQbLwcHBvPbaa7Ru3Zq+ffsyffp0/ve//2FnZ1fkceS6rfoWL15MTk4O/fr1K/WweLluqzZT38uW5HjViQSmhMlcvHiR06dPl2qf1NTUcp0zL8UxJSWlyOM7OjqW6HiOjo7cvn3bZMe7F5j6575u3Tri4+MJCgqiXbt25e2elqOjI1OmTGHy5Mls2LBBPuSWQEVd0xYWFkybNo3t27ezYcOGEgWmirvW9c8t12fRTP1znTFjBvPmzcPb25sNGzaUuoZNYeSaNT1Tvmea+v1XmFZ0dDT9+vXj9u3bTJ06lWeffdYkx3300Ud58803OXPmDBcuXKBevXomOa4omz59+tC6dWv27dvH7t276d69e5Hby3Vb9ZV3GJ8xct1WDaa+ly3ueHnt1eV6lsCUMJl9+/ZV+jkDAgI4ePAg0dHRRtfntZe0MGRAQAC3b98mOjqa0NDQch/vXmDqn3veG3JFzEKSV88oJibG5MeuiSrymi7tzyLvmssLHBurMyXXZ8mY8uf65ZdfMn36dFxcXFi/fj0NGzY02bFBrllTy7s2TPGeacpjCdOKi4ujd+/eXL58mUceeYSPPvrIZMdWq9U0aNCAmzdvEhMTIx9wq4CgoCD27dtXor+Tct1WbSdPnuTgwYM4OjqaNLNJrtuqobjrLyUlhYSEBFxdXYutL1WS41W361lqTIlqLS8t/cCBA0bX57UbCzJVxvFE6SQmJmqnNK2IwNTt27eB6vPkoCYr7c/C1dVV+8Z68ODBAuujo6OJi4sjICBAZuSrJIsWLeKZZ57B3t6eNWvW0KJFC5OfQ65Z0zLle5y8X1ZNSUlJ9O/fn1OnTjFs2DC+++47kw/zkOuyainNz0Ou26otr8bqsGHDiqxDVBZy3ZpfSEgINjY2xMbGGg0mlfVz67Fjx8jKyir38cxNAlOiWhs4cCAAq1atIiMjw2DdjRs32L59Oy4uLnTq1KlUx1u2bFmBdQcPHuT8+fM0adJEnjRUkGXLlpGenk7Hjh2pX7++yY+/fPlygFIVZhYVoyw/i6Kuz99//x2AQYMGmaB3ojhr165lwoQJWFlZsWLFCjp27Fgh55Fr1rQ6duyIi4sLUVFRRgO8eddWSa6jfv36oVar2b59Ozdv3jRYl5GRwapVq1Cr1WWeWVWUXkZGBkOHDmXfvn307duXJUuWYGFhYdJzHD9+nNOnT2Nvb0+jRo1MemxRerGxsWzfvh3QTQ1fFLluqy5FUVi8eDFg2mF8INdtVWFnZ0ePHj0A4/eypXkPBqhXrx6NGzcmLS2NNWvWlPt4ZqcIUUVNnz5dAZRZs2YVuV3Hjh0VQHn22We1bVlZWcqwYcMUQHnjjTcK7PPwww8rISEhyh9//GHQnpmZqdSrV08BlDlz5mjbk5OTlYiICAVQvv/++/J9Y6JQ3bt3VwBl3rx5xW4bEhKihISEKNHR0Qbtn332mZKUlGTQlpmZqbz99tsKoNjZ2RXYR1SMefPmKXFxcQZtubm5yrx58xRLS0tF9f/t3N9Lk+8fx/H35toPk8xuojTGsBVSJkFCi1ImQoQRc2q4g4RFEBGUHQVBP86DFmGHO9g/kEThQRAUUSpFJ4KE2IEgnYTkUWmU9vocfPGmtR/FF9cMng+4D3btuu55cfHe7ut1b3o8evv2bcG4Ums7MzOjmpoaBQIBTU5Ouu2zs7NyHEc1NTWamZmpzGTgevXqlUKhkHw+nx4+fPjH46jZjeH69esyMx09elSfP3922zOZjMxMHR0def3v37+vlpYWXbt2reBcZ86ckZlpYGBA379/d9uHh4dlZhoaGqrcRJBnZWVFfX19MjN1dnbqy5cvvx1Tam2fPHlS9L15ampK+/btk5lpeHh43f52lDc5Oalnz57px48fee1zc3PuNXAikch7jrr997x48UJmpqamJq2urpbsR91ubGamQCBQ8vmnT5/KzOQ4jmZnZ932iYkJBQIBbdmyRZ8+fcob8/r1a7W0tKi7u7vgfNlsVmamvXv36uPHj2776OiozEzNzc369u3bOsys8gimsKEkk0nFYjHFYjHt2rVLZqZwOOy2JZPJgjFrm1IzU1tbm1KplHbv3i0zUywW0/LycsGYeDwuM1Mulyt4bnx8XKFQyB0/ODioxsZGmZmSyWTZDwv8/z58+CCv1yu/36/FxcXf9jczmZnm5uYK2kOhkNrb29Xf36+TJ0+qqalJZqZgMKjR0dEKzQC/ikQi2rRpkw4ePKhEIqFEIuEGv16vVyMjI0XHlVpbSbp7967MTD6fTz09Pert7XXr9ecwGZWzdetW92InnU4XPbLZbME4anZjWF5eViwWk5mpsbFRg4OD7mPHcfT+/fu8/ms3idLpdMG5FhYWFI1GZWaKRqNKpVI6cOCA+3hhYeEvzQr37t1za6yvr69kbf68JqXWdq09Eomou7tbqVRKhw8fls/nk5kpHo//UfCF9ZHL5dx6jcfjSqVSOnbsmILBoMxMra2teRtSibr9F50/f15mpqtXr5btR91uLGNjY+4+de2z1OPx5LWNjY3ljbly5YrMTLW1tert7VVPT498Pp+8Xq8ePHhQ8BrPnz931/ZXq6ur7k2JhoYGnT59Wl1dXfJ4PAoGgxofH6/U1NcdwRQ2lEgk4l5YFTuKFaQkzc/P6+zZs9q5c6f8fr+i0ahu3LihpaWlov3LBVOSND09rYGBATmOo0AgoP379+vOnTtaWVlZp5niV7dv33YvqP9EqU3urVu3dPz4cYXDYYVCIQWDQe3Zs0cXLlzg2zR/2cjIiE6dOqXm5mZt3rxZfr9fkUhEQ0NDevPmTclx5YIpSXr8+LE6OztVV1enuro6dXR06NGjRxWaBX5V7j167Si2GaJmN46lpSXdvHlT0WhUfr9fO3bsUDqd1vz8fEHfchtcSVpcXNTly5cVDofl9/sVDod16dKlgju+qKy1dfrd8XP9lVrbiYkJnTt3Tm1tbXIcRz6fT9u2bVNXV5ey2SzXQn/Zu3fvdPHiRR06dEjbt2+Xz+dTfX29jhw5okwmU/Ral7r9t3z9+lUNDQ0yM01NTZXtS91uLGvBcbmj2H4zl8upvb1dtbW1qq+v14kTJ/Ty5cuir1EumJL+943ZTCaj1tZWBYNBOY6j/v5+TU9Pr+NMK88jSQW/7wMAAAAAAAAqjH9+DgAAAAAAgKogmAIAAAAAAEBVEEwBAAAAAACgKgimAAAAAAAAUBUEUwAAAAAAAKgKgikAAAAAAABUBcEUAAAAAAAAqoJgCgAAAAAAAFVBMAUAAAAAAICqIJgCAAAAAABAVRBMAQAAAAAAoCoIpgAAAAAAAFAVBFMAAAAAAACoCoIpAAAAAAAAVAXBFAAAAAAAAKqCYAoAAAAAAABVQTAFAAAAAACAqvgPtEgApO9z9G0AAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(2,1, figsize=(9,6), dpi=150, squeeze=False, sharex=True)\n", "ax = ax.reshape(-1)\n", "fig.subplots_adjust(hspace=0.03)\n", "\n", "w_mesh_arr = np.linspace(w_mesh.w_min, w_mesh.w_max, len(w_mesh))\n", "\n", "# prepare Maxent data on finder mesh\n", "G_w_maxent = np.interp(w_mesh_arr, np.array(result.omega), result.analyzer_results['BryanAnalyzer']['A_out'])\n", "\n", "# we plot each result slighlty shifted on the x-axis for better visibility\n", "# 1 Im G\n", "ax[0].plot(w_mesh_arr, -G_w['up'][0,0].data.imag, color='C6', label='ED')\n", "ax[0].plot(w_mesh_arr+0.3, -G_w_nvla[0,0].data.imag,label='Nevanlinna')\n", "ax[0].plot(w_mesh_arr+0.6, -G_w_pade[0,0].data.imag,label='Pade')\n", "ax[0].plot(w_mesh_arr+0.9, G_w_maxent, label='MaxEnt')\n", "\n", "# 2 abs difference of G\n", "ax[1].semilogy(w_mesh_arr, np.abs(G_w['up'][0,0].data.imag - G_w_nvla[0,0].data.imag), label='Nevanlinna')\n", "ax[1].semilogy(w_mesh_arr, np.abs(G_w['up'][0,0].data.imag - G_w_pade[0,0].data.imag), label='Pade')\n", "ax[1].semilogy(w_mesh_arr, np.abs(G_w['up'][0,0].data.imag - G_w_maxent), label='MaxEnt')\n", "\n", "# decorations\n", "ax[0].set_ylabel(r'Im G$_{imp} (\\omega)$')\n", "ax[0].set_ylim(0,2)\n", "ax[0].legend()\n", "\n", "ax[1].set_ylabel(r' |Im $ G_{imp} (\\omega)$ - G$_{imp}^{ED} (\\omega) |$')\n", "ax[1].set_xlim(window)\n", "ax[1].legend()\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "658a1587-0d8c-4173-866e-752a987342ce", "metadata": {}, "source": [ "## $\\Sigma$ comparison to Pade" ] }, { "cell_type": "markdown", "id": "4e90f634-c6e2-4321-9fd5-cd7d36b79a6b", "metadata": {}, "source": [ "Before we compare all results we also continue the self-energy via Pade approximants:" ] }, { "cell_type": "code", "execution_count": 18, "id": "c98186b3-529f-46d6-bc3b-2b11438e6c32", "metadata": {}, "outputs": [], "source": [ "S_w_pade = G0_w['up'].copy()\n", "S_w_pade.set_from_pade(S_iw['up'], n_points=n_iw, freq_offset=eta)" ] }, { "cell_type": "code", "execution_count": 19, "id": "12a5820c-1d26-485f-aca8-bc0dad09567f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(3,1, figsize=(9,9), dpi=150, squeeze=False, sharex=True)\n", "ax = ax.reshape(-1)\n", "fig.subplots_adjust(hspace=0.03)\n", "\n", "w_mesh_arr = np.linspace(w_mesh.w_min, w_mesh.w_max, len(w_mesh))\n", "\n", "# we plot each result slighlty shifted on the x-axis for better visibility\n", "# 1 Re Sigma\n", "ax[0].plot(w_mesh_arr, S_w['up'][0,0].data.real - S_w['up'][0,0](0.0).real, color='C6', label='ED')\n", "ax[0].plot(w_mesh_arr+0.3, S_w_pade[0,0].data.real - S_w_pade[0,0](0.0).real,label='Pade')\n", "ax[0].plot(w_mesh_arr+0.6, S_w_nvla[0,0].data.real - S_w_nvla[0,0](0.0).real,label='Nevanlinna')\n", "\n", "# 2 Im Sigma\n", "ax[1].plot(w_mesh_arr, -S_w['up'][0,0].data.imag, color='C6', label='ED')\n", "ax[1].plot(w_mesh_arr+0.3, -S_w_pade[0,0].data.imag,label='Pade')\n", "ax[1].plot(w_mesh_arr+0.6, -S_w_nvla[0,0].data.imag,label='Nevanlinna')\n", "\n", "# 3 abs difference\n", "ax[2].semilogy(w_mesh_arr, np.abs(S_w['up'][0,0].data.imag - S_w_pade[0,0].data.imag), label='Pade')\n", "ax[2].semilogy(w_mesh_arr, np.abs(S_w['up'][0,0].data.imag - S_w_nvla[0,0].data.imag), label='Nevanlinna')\n", "\n", "# decorations\n", "ax[0].set_ylabel(r'Re $\\Sigma_{imp} (\\omega)$')\n", "ax[0].legend()\n", "\n", "ax[1].set_ylabel(r'Im $\\Sigma_{imp} (\\omega)$')\n", "ax[1].set_xlim(window)\n", "\n", "ax[2].set_ylabel(r' |Im $ \\Sigma_{imp} (\\omega)$ - $\\Sigma_{imp}^{ED} (\\omega) |$')\n", "ax[2].set_xlim(window)\n", "ax[2].set_ylim(1e-15,1e-0)\n", "ax[2].legend()\n", "\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Triqs 3 unst nix2.3", "language": "python", "name": "triqs3_unst_nix2.3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 5 }