{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Example 2: Blazar simulation including external fields\n", "\n", "One-zone external field model of blazar PKS 0736+01, using the best-fit parameters from [Rodrigues et al, Astron.Astrophys. 681 (2024) A119 (arXiv:2307.13024)](https://arxiv.org/abs/2307.13024)\n", "(see also the respective [GitHub repository](https://github.com/xrod/lephad-blazars/))" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [] }, "outputs": [], "source": [ "import os\n", "import sys\n", "import numpy as np\n", "import pickle as pickle\n", "import astropy.units as u\n", "from astropy.cosmology import FlatLambdaCDM\n", "cosmo = FlatLambdaCDM(H0=70, Om0=0.3)\n", "from astropy.constants import codata2010 as const\n", "from matplotlib import pyplot as plt\n", "import seaborn as sns\n", "\n", "import am3" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Initialize AM3 and set up preferred energy grids (run only once)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Initialize \n", "am3 = am3.AM3()\n", "\n", "# Adjust min photon energy, min neutrino energy, and max energy for all particles [eV].\n", "# This allows us to optimize the performance depending on the needs of the specific science case\n", "am3.update_energy_grid(1e-6, 1e3, 1e18)" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Set AM3 switches and initialize kernels\n", "\n", "This should be done **only once** every time you import the AM3 module.\n", "\n", "Once you initialize AM3, the same kernel can be used for subsequent simulations. \n", "\n", "To inject different particle distributions, simply do `am3.clear_particle_densities()` and inject the new ones. This does not require a kernel recomputation.\n", "\n", "To change the magnetic field, use `am3.set_mag_field(new_bfield)`. This triggers a kernel re-compuation." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "init. AM3 kernels:\n", "AM3 has the following switches (at step: 0CPU times: user 8.89 s, sys: 181 ms, total: 9.07 s\n", "Wall time: 4.78 s\n", ")\n", "estimate maximum energies: 0\n", "parse sed components: 1\n", "escape: 1\n", "expansion: 0\n", "adiabatic: 1\n", "synchrotron:\n", " e+/-: 1 (em..: 1, cool.: 1)\n", " protons:1 (em..: 1, cool.: 1)\n", " pions:0 (em..: 1, cool.: 1)\n", " muons:0 (em..: 1, cool.: 1)\n", " syn-self-abs.:1\n", " e+/- quantum-syn.:0\n", "inv. Compton:\n", " e+/-: 1 (em.. : 1, cool.: 1 (continuous))\n", " photon loss due to upscattering: 0\n", " protons:1 (em.. (step approx.): 1, no cooling)\n", " pions:0 (em.. (step approx.): 1, cont. cool.: 1)\n", " muons:0 (em.. (step approx.): 1, cont. cool.: 1)\n", "pair prod. (gamma+gamma->e+e)1 (photon loss.: 1, e+/- source (feedback): 1(opt. 14-bin kernel))\n", "'hadronic' processes (below): 1\n", " Pion decay: 1 Muon decay:1)\n", "proton Bethe-Heitler: 1 (em..: 1, cool.: 1)\n", "proton photo-pion: 1 (em..: 1, cool.: 1, photon loss: 1)\n", "proton p-p: 1 (em..: 1 , cool.: 1)\n", "\n", "AM3 params (comoving):\n", "escape_timescale: 1e+06 s\n", " with fractions: (protons: 1, neutrons: 1, pions: 1, muons: 1, neutrinos: 1, pairs: 1)\n", "expansion_timescale: 1e+06 s\n", "t_adi: 3e+06 s\n", "B: 0.01 G\n", "pp target density = 0 cm^-3\n", "dt = 1000 s\n", "eta_Bohm: electrons:1, protons: 1\n", "inj. el:\n", " power density = 0 erg/s/cm^3, \n", " Emin = 1e+07 eV,\n", " Ebreak = 1e+07 eV,\n", " Emax = 1e+13 eV,\n", " index = 2,\n", " index above break = 2,\n", " cut_off steepness = 1\n", "inj. protons: power density = 0 erg/s/cm^3, \n", " Emin = 1e+10 eV,\n", " Ebreak = 1e+10 eV,\n", " Emax = 1e+15 eV,\n", " index = 2,\n", " index above break = 2,\n", " cut_off steepness = 1\n", "\n" ] } ], "source": [ "%%time\n", "\n", "# Manually define max proton and electron energy\n", "am3.set_estimate_max_energies(0)\n", "\n", "# Turn on for keeping track of the different SED components, for plotting purposes;\n", "# turn off for efficiency.\n", "am3.set_process_parse_sed(1)\n", "\n", "# Hadronic processes on\n", "am3.set_process_hadronic(1)\n", "\n", "# Keep track of positrons and electrons separately\n", "am3.set_process_merge_positrons_into_electrons(0)\n", "\n", "# Escape (see documantation)\n", "am3.set_process_escape(1)\n", "\n", "# Expansion of radiation zone (see documantation)\n", "am3.set_process_expansion(0)\n", "am3.set_process_adiabatic_cooling(1)\n", "\n", "# Electron synchrotron and synchrotron self-absorption\n", "am3.set_process_electron_syn(1)\n", "am3.set_process_ssa(1)\n", "\n", "# Proton synchrotron - subdominant in this case, but may be relevant for B>~10 G\n", "am3.set_process_proton_syn(1)\n", "\n", "# Quantum synchrotron for pairs off by default.\n", "# In AGN simulations this effect can typically be neglected, so turn off for efficiency\n", "am3.set_process_quantum_syn(0)\n", "\n", "# Inverse Compton by electrons and protons \n", "am3.set_process_electron_compton(1)\n", "am3.set_process_proton_compton(1)\n", "\n", "# Direct Compton turned off by default\n", "am3.set_process_compton_photon_energy_loss(0)\n", "\n", "\n", "# Synchrotron and inverse Compton by muons and pions - off by default.\n", "# In AGN simulations this effect can typically be neglected, so turn off for efficiency\n", "am3.set_process_muon_syn(0)\n", "am3.set_process_pion_syn(0)\n", "am3.set_process_muon_compton(0)\n", "am3.set_process_pion_compton(0)\n", "\n", "# Secondary particle decay\n", "am3.set_process_pion_decay(1)\n", "am3.set_process_muon_decay(1)\n", "\n", "# Photon annihilation (gamma gamma -> e- e+)\n", "am3.set_process_annihilation(1)\n", "am3.set_optimize_annihilation_pair_emission(1) # optimization\n", "\n", "# Bethe-Heitler pair production (p gamma -> p e+ e-)\n", "am3.set_process_bethe_heitler(1)\n", "am3.set_optimize_bethe_heitler_outgoing_pairs_grid(1)\n", "am3.set_optimize_bethe_heitler_incoming_protons_min(1e12)\n", "am3.set_optimize_bethe_heitler_target_photon_max(1e6)\n", "\n", "# Photo-pion production (nucleon gamma -> nucleon pion)\n", "am3.set_process_photopion(1)\n", "am3.set_optimize_photopion_target_photon_grid(1)\n", "am3.set_optimize_photopion_target_photon_max(1e6)\n", "\n", "am3.set_profile_timing(1) # Used for profiling, as in the bottom plot. Turn off for efficiency.\n", "\n", "# Initialize the kernels with the above switches\n", "am3.init_kernels()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Set up and run the simulation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Set magnetic field strength and escape timescale (light-crossing time of the region)\n", "\n", "Additionally to the general escape timescale, the escape rate of each species can be individually adjusted.\n", "\n", "For example, doing `am3.set_escape_fraction_charged_particles(0.01)` decreases the escape rate of charged particles by a factor 100.\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "# Set homogeneous magnetic field strength\n", "am3.set_mag_field(0.783)\n", "\n", "# Set escape time scale (subject to escape switch - in this case escape is on)\n", "am3.set_escape_timescale(4.62e+16 / const.c.cgs.value) # 4.62e16 cm == Size of the region\n", "\n", "# This simulated region is optically thin, so below we set a time step == escape_timescale / 100.\n", "# For more optically thick environments, it may be necessary to decrease the solver time step \n", "# due to the numerical hardness of the equations, which may lead to numerically imprecise results.\n", "# As a rule of thumb, we want to look at the fastest process rates at the relevant particle energies.\n", "am3.set_solver_time_step(1e-1 * am3.get_escape_timescale()) \n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Define accelerated electron spectrum\n", "\n", "This is an example of the most generic way to inject any user-defined electron spectrum. \n", "\n", "For the specfic case of simple or broken power law injection, the same can be achieved with the template function provided in AM3. For example,\n", "\n", "```\n", "volume = 4./3 * np.pi * (am3.get_escape_timescale() * const.c.cgs.value) ** 3\n", "am3.set_powerlaw_injection_parameters_electrons(volume, elum, elec_emin, elec_emin, elec_emax, eindex, eindex, 1.0)\n", "```" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Create spectrum, in this case a simple power law.\n", "# The same can also be achieved using the template powerlaw function:\n", "# am3.set_electron_powerlaw_injection_parameters_parameters((elum, elec_emin, elec_emin, elec_emax, eindex, eindex, 1.0))\n", "\n", "elec_emin = 2.16e1 * (const.m_e * const.c ** 2).to(u.eV).value # eV\n", "elec_emax = 7.36e3 * (const.m_e * const.c ** 2).to(u.eV).value # eV\n", "eindex = 2.02\n", "elum = 1.84e+41 # erg/s\n", "\n", "\n", "egrid = am3.get_egrid_lep()\n", "epowerlaw = (egrid ** (2 - eindex) \n", " * (egrid >= elec_emin)\n", " * np.exp(- egrid / elec_emax)\n", " )\n", "# Integrate spectrum in erg/s\n", "etrapz = np.trapezoid(epowerlaw / egrid, egrid)\n", "\n", "# Normalize it to the desired electron lumiosity\n", "enormalized = epowerlaw * elum / etrapz # erg/s\n", "\n", "# Convert it to an energy density injection rate\n", "volume = 4/3 * np.pi * (am3.get_escape_timescale() * const.c.cgs.value) ** 3\n", "enormalized /= volume # erg/cm3/s\n", "\n", "# And finally to a particle density injection rate\n", "enormalized /= egrid * u.eV.to(u.erg) # cm-3.s-1\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Define accelerated proton spectrum\n", "\n", "This is an example of the most generic way to inject any user-defined proton spectrum. \n", "\n", "For the specfic case of simple or broken power law injection, the same can be achieved with the template function provided in AM3:\n", "\n", "```\n", "volume = 4./3 * np.pi * (am3.get_escape_timescale() * const.c.cgs.value) ** 3\n", "am3.set_powerlaw_injection_parameters_protons(volume, plum, proton_emin, proton_emin, proton_emax, pindex, pindex, 1.0)\n", "```" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Create spectrum, in this case a simple power law.\n", "# The same can be achieved using the template powerlaw function:\n", "# io.set_proton_powerlaw_injection_parameters_parameters((plum, proton_emin, proton_emin, proton_emax, pindex, pindex, 1.0))\n", "\n", "proton_emin = 1e2 * (const.m_p * const.c ** 2).to(u.eV).value # eV \n", "proton_emax = 2e6 * (const.m_p * const.c ** 2).to(u.eV).value # eV\n", "pindex = 1.0\n", "plum = 6.29e+43 # erg/s\n", "\n", "pgrid = am3.get_egrid_had()\n", "ppowerlaw = (pgrid ** (2 - pindex)\n", " * (pgrid >= proton_emin)\n", " * np.exp(- pgrid / proton_emax)\n", " )\n", " \n", "# Integrate spectrum in erg/s\n", "ptrapz = np.trapezoid(ppowerlaw / pgrid, pgrid)\n", " \n", "# Normalize it to the desired proton lumiosity\n", "pnormalized = ppowerlaw * plum / ptrapz # erg/s\n", " \n", "# Convert it to an energy density injection rate\n", "volume = 4/3 * np.pi * (am3.get_escape_timescale() * const.c.cgs.value) ** 3\n", "pnormalized /= volume # erg/cm3/s\n", " \n", "# And finally to a particle density injection rate\n", "pnormalized /= pgrid * u.eV.to(u.erg) # cm-3.s-1" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Define external photon spectrum\n", "\n", "In this case we consider three components (see Fig. 2 of [Rodrigues+ 2023](https://arxiv.org/abs/2307.13024)):\n", " \n", "- Broad lines from hydrogen and helium Lymann alpha emission\n", "- Fraction of the thermal disk emission scattered in the BLR\n", " (following a multi-temperature Shakura-Sunaev spectrum)\n", "- Infrared emission from a dust torus \n", " (following a simple black-body spectrum)\n", "\n", "Below we define arrays with the spectral shapes of these different components, normalize them to the disk luminosity including the respective covering factors, boost them into the jet rest frame, add them up into a single array, and finally inject this in the simulation as external photons." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/marc/micromamba/envs/grb/lib/python3.12/site-packages/astropy/units/quantity.py:671: RuntimeWarning: divide by zero encountered in divide\n", " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", "/Users/marc/micromamba/envs/grb/lib/python3.12/site-packages/astropy/units/quantity.py:671: RuntimeWarning: overflow encountered in exp\n", " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" ] } ], "source": [ "def PlanckDistribution(earr, temperature, lum):\n", " '''\n", " Thermal Distribution (unnormalized)\n", "\n", " return: E^2dN/dE [a.u.]\n", " par earr (array): photon energy [eV]\n", " par temperature [K]\n", " par lum: total luminosity [erg/s]\n", " '''\n", " lgr = earr / temperature / const.k_B.to(u.eV/u.K)\n", " exparr = np.exp(lgr) - 1\n", " ednde = earr ** 4 / exparr\n", " integ = np.trapezoid(ednde / earr, earr)\n", " return ednde * lum / integ\n", "\n", "\n", "def Schwarzschild(m_bh):\n", " '''Schwarzschild radius [cm]\n", " \n", " m_bh: black hole mass [m_solar]\n", " '''\n", " rad = (2 * const.G * m_bh * 1.989e30*u.kg \n", " / const.c ** 2)\n", " return rad.to(u.cm)\n", "\n", "\n", "def DiskTemperature(rad, lumdisk, m_bh, eta=0.08):\n", " '''Radius-dependent disk temperature [K]\n", " '''\n", " sb = const.sigma_sb.to(u.erg/u.s/\n", " u.K**4/u.cm**2)\n", " rsch = Schwarzschild(m_bh)\n", " \n", " term1 = 3 * rsch * lumdisk / (16 * np.pi * eta \n", " * sb * rad ** 3)\n", " term2 = 1 - (3 * rsch / rad) ** 0.5\n", " return (term1 * term2) ** 0.25\n", " \n", "\n", "def ShakuraFlux(earr, lumdisk, m_bh, thetaobs=3.0, eta=0.08):\n", " '''Disk spectral flux in observer's frame [erg/cm2/s]\n", " \n", " earr (array): photon energies [eV]\n", " lumdisk: [erg/s]\n", " m_bh: black hole mass / m_solar\n", " thetaobs: angle btw. LOS and disk rotation axis (deg)\n", " '''\n", " kB = const.k_B.to(u.eV/u.K)\n", " c0 = const.c.cgs\n", " hplanck = const.h.to(u.eV*u.s)\n", "# dlum = cosmo.luminosity_distance(z).to(u.cm)\n", " rsch = Schwarzschild(m_bh)\n", " rin = 3 * rsch\n", " rout = 300 * rsch\n", " radarr = np.linspace(rin, rout, 50)\n", " \n", " frac = (4 * np.pi) ** 2 * hplanck * np.cos(thetaobs*np.pi/180) / c0 ** 2\n", " nuarr = earr / hplanck # convert x-axis to obs frame\n", " en2d = earr[:,np.newaxis] # convert x-axis to obs frame\n", " rad2d = radarr[np.newaxis,:]\n", " temp2d = DiskTemperature(rad2d,lumdisk,m_bh,eta) # K\n", " \n", " integrand = rad2d / (np.exp(en2d/temp2d/kB) - 1)\n", " integral = np.trapezoid(integrand, radarr, axis=1)\n", " Fnu = (nuarr ** 3 * frac * integral).to(u.erg)\n", " return nuarr * Fnu\n", "\n", "def BroadLine(earr, center, width, lum):\n", " '''\n", " Broad line spectrum, normalized to `lum` \n", "\n", " return: E^2dN/dE [a.u.]\n", " par earr (array): photon energies (eV)\n", " par center: line energy [eV]\n", " par width: line width (eV)\n", " par lum: line luminosity [erg/s]\n", " '''\n", " ednde = np.exp(-0.5 \n", " * (earr - center) ** 2 \n", " / width ** 2\n", " )\n", "# ednde[ednde < 1e-100] = 0.\n", " integ = np.trapezoid(ednde/earr, earr)\n", " ednde *= lum / integ\n", " return ednde\n", "\n", "def get_BLR_density_scaling(R_zone, R_diss, lorentz):\n", " '''Scaling of the photon density seen in the jet frame \n", " with the dissipation radius, according to Eq. 20 of \n", " Ghisellini+Tavecchio 0902.0793\n", " '''\n", "\n", " def scaling_for_large_R_diss(R_diss, R_zone, lorentz):\n", " beta = (1 - 1. / lorentz ** 2) ** 0.5\n", " mu1 = (1 + (R_zone / R_diss) ** 2) ** -.5\n", " mu2 = (1 - (R_zone / R_diss) ** 2) ** .5\n", " f_mu = (2 * (1 - beta * mu1) ** 3\n", " - (1 - beta * mu2) ** 3\n", " - (1 - beta) ** 3)\n", " return f_mu / 3. / beta\n", "\n", " f0 = 17. / 12\n", " \n", " if R_diss <= R_zone:\n", " scaling = f0\n", " \n", " elif R_diss >= 3 * R_zone:\n", " scaling = scaling_for_large_R_diss(\n", " R_diss,\n", " R_zone,\n", " lorentz)\n", " \n", " elif R_zone < R_diss < 3 * R_zone:\n", " # Power-law interpolation\n", " f_3R = scaling_for_large_R_diss(\n", " 3 * R_zone, \n", " R_zone,\n", " lorentz\n", " )\n", " scaling = 10 **(\n", " (np.log10(f_3R) - np.log10(f0))\n", " / (np.log10(3 * R_zone) - np.log10(R_zone))\n", " * (np.log10(R_diss) - np.log10(R_zone))\n", " )\n", " \n", " return scaling\n", " \n", "def tangential_angle(R_BLR, R_diss):\n", " '''Calculate the characteristic angle of the radiaiton,\n", " which is the tangential angle. This is where the dominant\n", " contribution comes from because it has the highest doppler\n", " boost, as well as for geometric reasons.\n", " '''\n", " csi = np.arcsin(R_BLR/R_diss)\n", " return csi\n", "\n", "def calc_doppler(lorentz, R_BLR, R_diss):\n", " '''Calculate relative Doppler factor between blob and BLR.\n", " The blob has bulk factor `lorentz` and distance to the black hole \n", " given by `R_diss` [cm]. The BLR has radius `R_BLR` [cm].\n", " '''\n", " if R_diss <= R_BLR:\n", " return lorentz\n", " \n", " csi = tangential_angle(R_BLR, R_diss)\n", " beta = (1 - 1. / lorentz ** 2) ** 0.5\n", " doppler = lorentz * (1 - beta * np.cos(csi))\n", " return doppler\n", "\n", "def convert_lum_to_density_in_jet(R_diss, lorentz, R_BLR):\n", " ''' Convert external field luminosity in the rest frame of the \n", " black hole in [erg/s] into energy density in the comoving frame \n", " of the jet blob in [GeV / cm^3]. R_BLR can represent the BLR radius\n", " or the dust torus radius. \n", "\n", " This is an *approximation where the emission is considered to come \n", " only from the tangential direction*. See Fig. 1 of Ghisellini and\n", " Tavecchio 2009 (arXiv:0902.0793) \n", "\n", " return: conversion factor [GeV erg^-1 s cm^-3]\n", " ''' \n", "\n", " f1 = (lorentz ** 2 # In a previous version of the notebook,\n", " # this line read (Doppler factor) ** 2.\n", " # This is the correct expression.\n", " / (4.\n", " * np.pi \n", " * R_BLR ** 2 \n", " * const.c.cgs.value)\n", " * u.erg.to('GeV'))\n", " \n", " f2 = get_BLR_density_scaling(R_BLR, R_diss, lorentz)\n", " factor = f1 * f2 \n", " \n", " return factor\n", "\n", "\n", "# Define BLR and torus parameters\n", "\n", "lorentz = 17.6 # Jet bulk Lorentz factor\n", " # (impacts the relativistic boosting of external fields)\n", "rdiss = 3.42e+17 # Dissipation radius in cm (cf Rodrigues+2023 Fig.2)\n", " # this value, as well as the values in Tab. B1, \n", "disk_lum = 1e45 * u.erg/u.s\n", "black_hole_mass = 6e8 # [solar mass units]\n", "blr_radius = 9.87e+16 # [cm]\n", "torus_radius = 2.5e18 # [cm]\n", "\n", "torus_temperature = 500 * u.K\n", "blr_covering, torus_covering = 0.1, 0.3\n", "\n", "blr_doppler = calc_doppler(lorentz, blr_radius, rdiss)\n", "torus_doppler = calc_doppler(lorentz,torus_radius,rdiss)\n", "\n", "# AM3 photon grid\n", "egrid_jetframe = am3.get_egrid_photons() * u.eV \n", "\n", "# Set up array for adding up external fields\n", "external_photons = np.zeros(egrid_jetframe.size) * u.GeV / u.cm**3\n", "\n", "# Scattered thermal disk emission\n", "disky = ShakuraFlux(egrid_jetframe / blr_doppler, \n", " disk_lum, \n", " black_hole_mass, \n", " 3.0) # erg/s, black hole frame\n", "\n", "# Broad line emission\n", "hybl = BroadLine(egrid_jetframe / blr_doppler, \n", " 10.2*u.eV, 10.2*u.eV/20, \n", " disk_lum * blr_covering) # H Ly alpha [erg/s]\n", "hebl = BroadLine(egrid_jetframe / blr_doppler, \n", " 40.8*u.eV, 40.8*u.eV/20, \n", " disk_lum * blr_covering * 0.5) # He Ly alpha [erg/s]\n", "# Convert BLR components to jet frame\n", "blr_to_jet = convert_lum_to_density_in_jet(rdiss,lorentz,blr_radius) # erg/s -> GeV/cm3 \n", "blr_to_jet *= u.GeV / u.cm ** 3 / (u.erg / u.s) # give it units\n", "\n", "blr_pho = (disky * 0.01 + hybl + hebl) * blr_to_jet # GeV/cm3\n", "\n", "external_photons += blr_pho\n", "\n", "# Dust torus\n", "torusy = PlanckDistribution(egrid_jetframe / torus_doppler,\n", " torus_temperature,\n", " disk_lum * torus_covering) # [erg/s] \n", "# Convert torus emission to jet frame\n", "tor_to_jet = convert_lum_to_density_in_jet(rdiss,lorentz,torus_radius) # erg/s -> GeV/cm3 \n", "tor_to_jet *= u.GeV / u.cm**3 / (u.erg/u.s) # give it units\n", "# Add torus to BLR components \n", "torus_pho = torusy * tor_to_jet\n", "external_photons += torus_pho\n", "\n", "# Convert summed up components from energy density to photon density in jet frame\n", "external_photonspectrum = (external_photons / egrid_jetframe).to(u.cm ** -3).value # cm-3\n", "\n", "# Convert photon density to density ijnjection rate\n", "external_photonspectrum /= am3.get_escape_timescale() # cm-3.s-1\n", "\n", "\n", "\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "### Inject electron, proton and photon arrays defined above into the simulation.\n", "\n", "The next two cells can be re-run with the same kernel to simulate different particle distributions with the same magnetic field." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 145 ms, sys: 10.5 ms, total: 156 ms\n", "Wall time: 156 ms\n" ] } ], "source": [ "%%time\n", "# Reset all particle arrays to zero\n", "am3.clear_particle_densities()\n", "\n", "# Inject cosmic rays and external photons in the simulation\n", "am3.set_injection_rate_electrons(enormalized)\n", "am3.set_injection_rate_protons(pnormalized)\n", "\n", "am3.set_injection_rate_photons(external_photonspectrum)\n", "\n", "# Start the system with correct initial external photon density\n", "# (this should not strongly affect the steady-state result)\n", "am3.set_current_densities_photons(external_photonspectrum * am3.get_escape_timescale())\n", "\n", "saved_photons = am3.get_photons()\n", "\n", "# Plot injection rates\n", "density_injection_rate_to_luminosity = 4 * np.pi / 3 * am3.get_escape_timescale() ** 3 * const.c.cgs.value ** 3 * u.eV.to(u.erg) # eV/cm3-> erg/s\n", "plt.loglog(am3.get_egrid_lep(), am3.get_injection_rate_electrons() * am3.get_egrid_lep() * density_injection_rate_to_luminosity)\n", "plt.loglog(am3.get_egrid_had(), am3.get_injection_rate_protons() * am3.get_egrid_had() * density_injection_rate_to_luminosity)\n", "plt.loglog(am3.get_egrid_photons(), am3.get_injection_rate_photons() * am3.get_egrid_photons() * density_injection_rate_to_luminosity)\n", "plt.axis([1e-7,1e20,1e34,1e45])\n", "plt.xlabel(r'$E^\\prime$ [eV]')\n", "plt.ylabel(r'$E^{\\prime2} dN/dE^\\prime$ [erg]')\n", "plt.show()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "### Run simulation" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 645 ms, sys: 10.9 ms, total: 656 ms\n", "Wall time: 476 ms\n" ] } ], "source": [ "%%time\n", "\n", "profiling = []\n", "\n", "time = 0.\n", "while time < 3 * am3.get_escape_timescale(): # Run up to 3x the light-crossing time a\n", " am3.evolve_step() # Evolve solver\n", " time += am3.get_solver_time_step() # Count time\n", " profiling.append(am3.get_profiled_times()) # Add computation times for profiling\n" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Plot results" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Particle densities and interaction rates in the source rest frame" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/var/folders/z2/rjdb7sfn76b0ktbcf5m_jm6c0000gn/T/ipykernel_28731/1099422938.py:244: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all Axes decorations.\n", " plt.tight_layout(rect=(0.5,0,1,1))\n" ] }, { "data": { "image/png": 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NzVC3fv36TJw4kfHjx1OrVi2ee+45goODiYiIYN++faxduxaTyZTt5+qWLVu2MGDAAJ555hkqVqyIh4cHBw4cYO7cudSoUYNatWrd9fyGDRuyadMmpk+fTqlSpXBzc6NTp06Z1i1ZsiSzZ8+mX79+VK5cmZ49e1K6dGlu3rzJP//8w5o1azh69CihoaFMmTKFDRs28OSTT9p/f+vWrWP//v0ZtuQSQggh7kV6nYUQD7PsvgdK8lzIPf/88yQkJPDpp58ycuRIfHx86NSpE++//36GhcXupVmzZkydOpW5c+fSt29frFYrCxcuzDJ59vHxYffu3bz33nv8+OOPrF69Gg8PD6pUqcJrr71212t5eXmxc+dOPv74Y1auXMnPP/+MTqejZMmSNGvWLMPWV5lp2LAhf/zxB2+99RbTp0/H1dWVJ554guXLl1OsWLEM9ceNG0fdunX5/PPPmTFjBklJSRQrVoxq1arx2WefZe9J+o+aNWvStWtXtm7dytKlS7FarZQqVYqRI0fy5ptv3nXeNMCXX37J4MGDmTRpEomJiZQuXTrL5BmgT58+VKxYkY8++oi5c+cSGxuLv78/lSpVYvLkyQQFBQHQpUsXIiIiWLlyJdevX8fZ2Zny5csza9Ys+57SQghRFGQ2NSin04WEEEKIgqCouVkZSmQQHx+Pl5cXcXFx2VruXAghhHhQqaqKJeYKxsuHMV47gTnqIubIC5ijLmKJi8CWEo8tNZHKC4wo2tvf59/8eSqRv0zFyS8EJ98QnPxLoy9WDucy9XAJrYfWzdtxD6qQye3njtTUVM6dO0eZMmVk20MhxEMru++F0vMshBBCiDyXdGwLlz5/Glty3D3r2lIT0yXEqsWEakrBFHECU8SJ9JUVDc5l6uFevT2e9bvhXCrvF4kUQgghMiPJsxBCCCFyTLXZSL10kORjW0g+tQvfx17FrXIr+3Gdd3DWibOioPUshtbVB42LJ6o1/ZoUOu/i6Is/gjnqIqrpP2t8qDZSz/5F6tm/SNj7I+XeO4wQQghRECR5FkIIIUS2mKMukXhkI0mHN5J0dDPWhJv2Y4bij6RLnvXFyqEPLI8+sAKGktXQF38EJ/9QnHxKoPMKQnFyRuNkyPQ6vq0H4tt6IKqqYk2Kxhx5AeOVI6Sc/Yvk41sxXv4HAM+G3TOcq1rMKDpZOVrkv7CwMFq1asXChQvp3bu3o8MRQhQASZ6FEEIIkaWUM38Rv3cVCQd+xXT1WJb1ko5tIW73MkyR5zHfPIc56iIaZ0+MV4+RfHIHttSEDOcoTs5o3XzQuHqj8wzEULwS+uKPYCj+CIaS1XDyLYnO3Q+dux8uoXXwbtoDAHPMVRL2rca9Rsd07ZmjLnFuUkMCuozH+9F+KJq7L+ooHk63kt47ubm5UalSJXr27MmQIUPuuSCoEOLhJMmzEEIIIbIUs2UOsdsXZihXdHo0rt6oFhO25FhSTu/iyuldOWpbNadiiY2A2AhMV4+RfDws3XEnvxBcK7XAvcbjuNfogNbNJ63cJxjfxzJuyxf56zQssRFELBpIzLavKTFgMYbilXIUk3h4dO/enSeffBJVVbl69SqLFi1i+PDhHDlyhHnz5t3z/BYtWpCSkiJ7ZGfCaDRiNpuzPO7i4iJfUIgiSZJnIYQQ4iFnS00k4cCvxO/9geC+X6N18QDShkDriz9yu6JODxbTv8dMWONv3D7kUwJ9YHmc/EPR+5fByS8kbV6zuy9adz+0rt4oGh1otKBowGbFmhyLNTkGW1IM5pgrmCJOYIw4junqMfvq3HG7viVu17egdcK9ege8m/XEo3bnDEOzVVVFtRjt91PP/sXZcbUJ+t+neLccIFtfiQxq1arFSy+9ZL8/aNAgKleuzPz585k8eTKBgYEZzrHZbBiNRlxcXNBoNIVyhfI7Y3SUXr16sWLFiiyPb9myhZYtWxZcQELkEY2jAxDiTl999RWVK1fGYDCgKAoHDhxwdEhCCPFAshmTiNuzgkszn+HEkACuzH6BhL9XEfPHHKI2fMbFTztx4lU/bqx86/ZJFhMoGgwhNfFuOYCgXrMJfXsHlWbFUHHGZULHhFGi/yICnh6Pd4s+eNR6AtfyjTEEVUR3K5F29ULr4oHWzRt9QCgupWvjVqU13k17UOzZKZR6bRXlph3hkdmxhIzaiN8Tb2EoURWsZhIP/MLlL7pxamQZIn99H2vK7aHgiqIQ3HcBpcdsRf9vb7NqSiFi0UAiFg5AtZj++xQIkY6npyeNGzdGVVXOnj3LokWLUBSFTZs2MXnyZMqVK4fBYLAnhWFhYSiKwqJFi+xt3HnOpEmTKF26NC4uLjRs2JDdu3cDsHXrVpo1a4abmxtBQUFMnDiRO3eOTUhI4J133qFhw4b4+/tjMBgoX748o0ePJjk5/QJ6d4tx9erVKIrCV199lenjrVmzJiEhIdhstrs+L0ajkffee4+qVavi7OyMt7c3nTp1Ijw8PMtzli9fnvaFVhY3SZxFUSU9zw5ya77NtGnTGD16dI7PnzFjBt7e3oV2gYqwsDDCwsIYPnw43t7e2Tpn27ZtDBgwgM6dOzNq1CicnJwoXbp0/gYqhBAPEZsplcSDvxK3ZwWJB39DNaVkqHNj5ah097VuvrhUbIZruUa4lG+ES5n6aJzd8z1WjbM77lUfw73qYwQ+9z7GK0eJ3fUtsdsWYIm5wo3vxxC1djp+T7yFb7th9sXH3B5pQdmJ+7m+fCQxf8wGIHbrfEzXTlJq+M9oXb3yPfYHRVpvfvK9KzqAonPN89EEqqpy+vRpAPz9/TlxIm2btJEjR2KxWOjfvz+enp5UqnTvqQC3PtsNHz4ck8nExx9/TPv27Vm8eDH9+vVjwIABvPjii6xcuZIJEyZQpkwZevbsCcCVK1dYsGAB3bp148UXX0Sr1bJ161Y+/PBDwsPDWb9+fYbrZRZj/fr1KV68OAsWLKB///7p6u/du5dDhw4xbtw4NJqs+9LMZjMdOnRg165d9OjRgyFDhhAXF8f8+fNp2rQp27Zto169etl7goV4AEjynImnn36asLAw2rRpw6pVqxwdTqZmzJhBaGhooU6eJ06cSO/evbOdPP/+++8ALFy4EB8fn3yMTgghHj43Vk8gev2n2FLi715RZ8CtUgvcqj6GW9XHcA6phXKXD9cFxVCiCoHd3iOgy3ji96wg8pepmK6d5MbKt4gJm0fQS5/jUfNxADQGV4r3moVrhaZc/bovqtlI8oltXHi/NSFvrkfn4e/gR1M0qJZkri/N/y9K7kfgi4koTm65aiM5OZnIyEhUVSUiIoKZM2dy8OBB6tevT4UKFdi5cycAqamphIeH53gY9O7du+3zoatWrUqnTp3o1q0be/bsoU6dOgD07duX0qVLM2vWLHvyXLZsWS5duoROd/tj+quvvsq7777LlClT+Ouvv2jQoEG6a2UVY58+fXjvvfc4fPgw1apVs5cvWLAAjUbDyy+/fNfHMHPmTMLCwli3bh0dOnSwlw8ePJhq1aoxcuRIwsLCcvS8CFGUOf6vYSE0dOhQFi9e7OgwCkRSUpKjQ7C7du0aQLYSZ4vFgtFovGc9IYQQaT1qltiILBNnp8AK+HUcSem3NvPI7FhKj9qA/xOjcAmtUygS5ztpnAx4N+tJufeOENx/ETrv4phvnOHSJ09w5aveWJNi7XW9mrxI6JhtaP9NllMv7Cd640wHRS4Km8mTJxMQEECxYsWoWbMmCxYsoGPHjqxZsyZdvUGDBuU4cR44cGC6hcSaNm0KQKNGjeyJM4Ber6dBgwb2Hu9bZbcSZ4vFQkxMDJGRkTz22GMA7NmzJ8P1soqxf//+aDQaFixYYC9LSUnhu+++47HHHrvnCL+lS5dSoUIF6tWrR2RkpP1mMplo27YtO3bsICUl4wgWIR5U0vOciVatWjnsW7QVK1bYv/m0Wq1Ur16dN998k2effRaA8+fPU6ZMGQAuXLiQbsjSnfNl/uvOvQiTkpL48ssvOXPmDGPGjGHChAnZuvYtv/32Gx9++CFHjx4lISEBX19f6tWrx7Rp06hatSotW7Zk69atAPZYgSz3QbzzMQH2x/Too48SFhbGhAkTmDhxIocPH2bBggWsXLmSiIgINm/eTMuWLVmxYgVLly7lwIEDXL9+HQ8PD5o1a8akSZOoUaNGumuFhoYSGhrKjBkzGDlyJH/++Seurq706NGDDz74AIvFwjvvvMN3331HVFQU9evXZ86cOVStWjVdO0ajkY8//pilS5dy5swZnJ2dad68OZMmTaJ27dpZ/h6EECI/mWMjiP/zO+J2fUvwoO9QTcnE71lJ/F8rMd88e0dNBZcKTfGo0xmP2p2K5IrUilaHd7NeeNTtys01E4le/wlxO74h+dgWSr72Ay5l0oaSupRrQOiYrVz4sC2ejZ4noMt4B0dedCg6VwJfTHR0GJlSdK65bqNv3748//zzKIqCq6srFStWxM/PL0O9ChUq5LjtOz/XwO2OgdDQ0Ax1fXx8iIqKSlc2a9Ys5syZw5EjRzLMSY6Jicl2jKGhobRt25YlS5bwwQcfoNfrWbVqFXFxcfTr1++ej+PYsWOkpKQQEBCQZZ3IyEhKlSp1z7aEeBA8cMnztm3bmD59Ovv27SMiIoLVq1fTpUuXdHVmzZrF9OnTiYiIoGrVqsyYMYPmzZs7JuA7vPPOO0ydOpUOHTowefJktFotq1evplu3bnzxxRe8+uqrBAQEsGTJEl5//XX8/f15++23c3SNGTNmEB0dTf/+/QkMDLS/2WXn2pC2yMVTTz1F9erVGT16NN7e3kRERLBlyxZOnjxJ1apVefvtt/H19WX16tV8+umn+PunfePfpEmTTGO69ZjmzZvH9u3bWbJkCUCGVS5ffPFF3NzceOONN1AUheLFiwPw5ZdfEhAQwKBBgwgICODMmTPMmzePpk2bsn///gx/UC5fvky7du144YUXePbZZ9m4cSOffPIJWq3W/kdi9OjRREZG8tFHH9GlSxeOHz9u31JB5v8IIQoTm9lIwv6fiN2+kKTDG0BN+6B9fnJjbEm3P2QrelfcqrXDs15X3Gt0fGCGLmtdPAh64SM863XlyryemG+c4fyUpgT1nIXPo32BtCHf5d47jMbVW1bdzgFFUXI9NLowK1++vL03925cXXOeqGe1DVN2tmf6+OOPGTlyJO3atWPo0KEEBwej1+u5cuUKvXv3znSBr7vFOGDAANavX8+aNWt47rnnWLBgAf7+/nTu3PmesaiqSpUqVfjss8+yrHO3xFqIB476gFm7dq369ttvqz/88IMKqKtXr053fPny5aqTk5P61VdfqUePHlWHDRumurm5qRcuXEhXb8uWLeozzzyT4+vHxcWpgBoXF3fXelu2bFEBddq0aaqqqurevXtVQB09enSGup07d1Y9PDzU+Ph4e1np0qXVRx99NNtx3bqer6+vevPmzXTHcnLt119/XQXUGzdu3PV648ePVwH13Llz2Y6xV69eamYvyVtttWrVSrVYLBmOJyYmZig7evSoqtfr1UGDBqUrL126tAqoP/zwQ7ryunXrqoqiqF26dFFtNpu9/LPPPlMBdd26dfayjz/+OEOZqqb97kuVKpWj34sQQtyv5PP71auLh6jHBvmoR3qS6e1oPxf14sxn1bg9K1Vrasb3ygeNJSlWvTijs/3xX//+7XTv6f9lTUkowOjyR3Y/d2QlJSVFPXr0qJqSkpLHkRVe//0MlpWFCxeqgLply5a7trNw4cJsnQOovXr1ylD+388/tWrVUkNDQ1Wr1Zqu3rp161RAHT9+fLZjVFVVNZvNalBQkNquXTv11KlTqqIo6ogRI7Ksf6caNWqoAQEBGWIR4kGT3ffCwjWRKQ907NiRKVOm0LVr10yPf/LJJ/Tt25d+/fpRuXJlZsyYQalSpZg9e/Z9Xc9oNBIfH5/udj+WLVsGQM+ePdPNKYmMjOSpp54iISHBvsVBbvTs2dPeE3w/1761+Nf333+PxWLJdTw5MWzYsEy/sXVzS/tWXFVV4uPjiYyMJCAggEqVKmU6L6hkyZIZXh9NmzZFVVWGDBmSrlfi1oiEO+ciyfwfIYQjJez/iTPv1uLcuDrEbPoiXe8yABotrlXbUmLwcirNvEGpId/j2aAbGsOD24N4i9bVi5Kv/Yh/53EARP4ylYiv+6HarBnqJp/axem3KhK3Z2VBhynEXWm1WhRFSTcdz2Kx8P77799Xezqdjj59+rBp0ybGjx+PqqrZGrIN0KNHD27evMn06dMzPX79+vX7ikmIouqBG7Z9NyaTiX379mXYGqpdu3bs2rXrvtqcNm0aEydOzHVsx44dA6BKlSpZ1smLN6jM5sTk5NpDhgzh559/5tVXX2X06NE0bdqUDh068Pzzz2cYZp3XsprPs3//fsaNG0dYWFiGBdD+O+cIsp5vlNmxW+V3zkWS+T9CCEexGZNJPLwJ48WD/zmi4Fy2Pr6PDcGjThe0Lh4Oia8wUDQainWdiJNvKSK+GUjstq9BVSn+8nz74mepl49wflpLsJq5uuBlXELroA8s79jAhfjXs88+y5gxY+jYsSNdu3YlPj6eZcuWpVuALKf69+/P+++/z7Jly2jSpAmVK1fO1nnDhg1j48aNjB492r4TjaenJxcvXmTz5s04OzuzZcuW+45LiKLmoUqeIyMjsVqtGZK8wMBA+0rPAO3bt2f//v0kJSVRsmRJVq9eTf369TNtc8yYMYwYMcJ+Pz4+/r6SplvfLq5duzbLN8f/Llp1PzKbE5OTa/v6+vLXX3+xY8cONm7cyLZt23jjjTcYN24cP/30U75uep9Z7BcvXqRFixZ4eXnx7rvvUqlSJdzc3FAUheHDh5OYmHGhk7vNN8rq2J3f/qoy/0cIUQBM108Tu30hblUfQ7XZiNv1LQl7f8CWmmCvo/MrjU/rgfg074POK3+/wCxqfFr2Q+PiwZU5LxK7fSFonSjeew6KomAoUQWvRi8Qt3MxqjGJK3N7EPr2dhTtQ/WxSBRSb775JqqqsmDBAoYNG0ZQUBDdu3enT58+d+3ouJsyZcrQtm1bNmzYkO1eZwAnJyd+++03Zs2axZIlSxg/Pm3BveDgYBo0aECvXr3uKx4hiqqH8q/EfxcLUVU1XVlmm89nxWAwYDAYch1TxYoV+f333ylZsiTVq1e/Z/28XPAkp9fWaDS0aNGCFi1aAGk9sXXr1mX8+PH2VbYLakGW1atXk5SUxC+//EKrVq3SHYuKisqT381/VaxYkYiICFq3bo2mkG3hIoQo2mzGZOL/XkXstgUkn9gGQNT6T1FNt6eCOPmH4lH3aXxaDsAQ/IijQi0SvBp2B+DK7P8RGzYPJ9+SBHR+N23RyZ5fknxqJ+YbZ0g58yeRv7xHQJdxDo5YFISWLVvedYeSW3r37p3pLiF3a+du52R1zUWLFrFo0SL7fa1Wy5gxYxgzZsw927hXjHdycnLCw8OD5557Llv1b9HpdAwdOpShQ4fm6DwhHkQP1Sd/f39/tFptul5mgBs3buT7kON7eemllwAYO3ZspnOJb9y4ke6+u7t7plsV5Pe1IyMjMxyvWLEiHh4eREdHp4sPMt9OIS/d6in+7x+Tr776KsPvOa/I/B8hRF5LvXiQiMVDODksmKtf9bInzgCqKQXFxQufVq8Q+vZ2yn90lqD/fSKJczZ5NexOUI8vALj54zhidywGQOPsTolXvgVN2t+Rmz9PJvXyEYfFKUR+On36NOvWraNHjx72tWKEEDn3UPU86/V66taty8aNG3n66aft5Rs3bszWcv35qX79+kycOJHx48dTq1YtnnvuOYKDg4mIiGDfvn2sXbsWk8lkr9+wYUO+/vprJkyYQKVKlVAUheeffz7fr92/f3/7Vk+lS5fGaDTy/fffc+PGDd5888108UHasPYXXngBg8FAw4YNM52DnBsdO3a079M8ZMgQfHx82LlzJ2vXrqVcuXL5sqiZzP8RQuQFW2oicXtWEBM2j9Szf2VaRx9UEd8OI/Bu2guN3rmAI3xw+LYZhDnqAlG/fUDEogEYSlTFpUxdXMs3wv/JMUT+PAWsFiK+GUjomK32udFCFHV79uzh2LFjfP755+j1ekaOHOnokIQo0h645DkxMTHdysjnzp3jwIED+Pr6EhISwogRI+jRowf16tWjcePGzJs3j4sXLzJw4MACjfNWT+mdc2zHjRtH3bp1+fzzz5kxYwZJSUkUK1aMatWqZZhfO2XKFCIjI5kxYwZxcXEA95085+TaPXr0YNGiRXzzzTfcvHkTT09PHnnkEZYtW8YLL7xgr9esWTOmTp3K3Llz6du3L1arlYULF+Z58lyuXDnWrVvH2LFjee+999BqtTRt2pStW7cyZMgQzp8/n6fXA5n/I4TIG0knthHxdca5h4qzO16N/od/p7fR+4c4ILIHU7Fn38N49RiJ4T9z+YtnKDNxHzp3P/w7vU38nuWYrp8m5eQO4nZ8g3eLPo4OV4g8MXv2bBYvXkzZsmVZunRpnn8OE+Jho6jZmfRRhISFhWWY+wrQq1cv+3ySWbNm8eGHHxIREUG1atX49NNP7fN3cys+Ph4vLy/i4uLw9PTMst5PP/1Ely5dmDdvHv3798+TawshhCicrCnxWKIvow8sT8KBX4ndvpDEg2tBtaVVUBScyzYg4Kl3ca/RUXo+84k1KZZzE+tjun4a95qPU+r1X1EUhcTDG7k4vR0AWnc/yk8/g9bVy8HRZk92P3dkJTU1lXPnzlGmTBmcnWV0gxDi4ZTd98IHruc5O4tADB48mMGDBxdQRJn7888/AbK1QJcQQoiiR1VVUs7+RWzYPOJ2f4fGxQNUG9aE22tH6IOr4lHvafw6vonONeeJj8gZrZs3JYf8wLlJDUg8uJbYsHn4tHoF92pt8WzYnfg9K7Amx5J8PAyPOo6dziWEEKLweeCS58Luu+++Y+/evcycOZMaNWrY5wYLIYR4MFiTYojb9S0xW+ZhvHL4drk5bcVsnXdxvJr2xLt5HwzFKzkqzIeWc0gNij07jevfjeDashG4VWmDPrA8xbq9DzYbAc9Mlt+LEEKITEnyXMAGDx6Moih06dKFTz75pMC2dBJCCJF/VFUl+eQOYsO+Iv6vlagWY4Y6Or/SBDz1Nt7N+8h+wg7m224YCQd+IfnYFq7M70PomK3oA0IpOWSlo0MTQghRiMlf7wKW31s3CSGEKFiq1cLZcbUxXj6c4ZiiM+Be83GKdXsfQ/GKDohOZEbRaCjRfxGnx1SRRcKEEEJkm6xIIoQQQtynlPP7ubbkNYxXj6crdypWjqBec3jkqyRKDf1REudCyMkvhGJPTwTg+oo3sdwxFx1AtZhJPrnTEaEJIYQopKTnWQghhMgGa1Iscbu+JW7PCrwadSd2+yJSz++zH1ecnPGo05liz05DX0y2gykKfNsOJXbnYoyXDnFj5WiC+84HIHbHN9xcPR5zzFUqTD+Dk18pB0cqhBCiMJDkWQghhMiCqqqknttL9B+zid+9zD6XOeXUDgAUnR6Puk/j03IAro+0lC2mihhF50TxnrM4P7UZsdu/xrfdMJxLVcd07RTmyAsARK2bTtBLnzs4UiGEEIWB/JUXQggh/sOWmkhM2Fecfbc25yY2IG77wnSLgGlcvQl84WMqzLhCycHLcavSWhLnIsq1YlM86j8Lqsr1FaMA8G0/HEXvCkDM1vlYk2S9EiGEEJI8CyGEEHaplw8T8c1gTrwWSMTCARgvHUx3XB9UieL9FlFpVjR+HUag8/B3UKQiLwV2mwZaJ5L++Z3Efzag8/DH59G+AKimFGK2LnBwhEIIIQoDSZ6FEEIIwJocx/VlI4j5YzaqKdlerji54NnoBSp8eonyHxzHp3kv2WbwAaMPLI9vm8EA3PjhbVRVxeexIfbjMZu/QLVZHRWeEEKIQkKSZyGEEA8lY8QJLPE3STm3l6sL+nFyWDBJRzbaj+uDKlK879c88lUSJQctw8m3pAOjFfnNv9NYFL0rqef2knjodwxBFXGv0REAc+QFEsJ/cXCEQgghHE0WDBNCCPHQUC0m4vetIWbzlySf2IbOOxhL7FX7cUOJqriUb4L/U2+j9y/twEhFQdN5FsOn9SCif/+YyJ8m4l6jA75th5J4aB0A0Rs/x7NuF8cGKYQQwqGk51kIIcQDz3TzHNe/H8vJocW5Mqs7ySe2AaQlzlonvBq/SOjb2yk79R+CX54nifNDyr/jSBQnZ1LO7CHp8AbcqrVDH5S2R3fysS2Yrp9xcISiMAkLC0NRFBYtWuToUB4KR44cQafTsWHDBkeH4lCZve4K+rW4atUqDAYDZ8+eLZDrFSaSPAshhHggqVYLCft/5sL0DpweWY6oX6dhTYq+XUHrhHutJyn/0VlKDPwW14rNZC7zQ07nHYRPq4EARP76PopGg3eLl+3HY3csclBkIi/dSjTuvLm7u1O3bl0+++wzrFaZ314YvfHGGzRq1Ih27do5OpSH3jPPPEPlypUZNWqUo0MpcDJsWwghxAMn9cIBLnzcEWvctQzHdD4l8G03DN/2I9BotQ6IThRmfh1GEL1pJsnHw0i9cACvpj2JWvcRng2641n/WUeHJ/JQ9+7defLJJ1FVlatXr7Jo0SKGDx/OkSNHmDdv3j3Pb9GiBSkpKTg5ORVAtEWL0WjEbDZnedzFxQVtDt5///zzT9avX8/333+fF+E9cAr6tagoCsOHD6dPnz4cOXKEqlWrFsh1CwPpeRZCCPHAUC0m4v/6nohlw9MnzhotrlUfo8zkA1SccRn/x9+UxFlkysmvFJ71uwEQtf5TnLyLU/GzCIr3/ALnkJoOjk7kpVq1avHSSy/Ro0cP3nrrLfbs2UNwcDDz58/n+vXrmZ5js9lISUkBQKPR4OzsnKMksCDcGaOj9OrVCw8Pjyxv27dvz1F7s2fPxtvbm06dOuVTxEWbI16LzzzzDK6ursyePbvArlkYSPIshBCiyLLE3yTytw+JWPwqN1a9zckRIVz+8jlSjm8FQOsZiH+X8TzyVTKhozbiIsmPyAa/9q8DEPfnd5hjI1C0MlDvYeDp6Unjxo1RVZWzZ8+yaNEiFEVh06ZNTJ48mXLlymEwGFixYgWQ+TzTO8+ZNGkSpUuXxsXFhYYNG7J7924Atm7dSrNmzXBzcyMoKIiJEyeiqqq9jYSEBN555x0aNmyIv78/BoOB8uXLM3r0aJKTk9PFfLcYV69ejaIofPXVV5k+3po1axISEoLNZrvr82I0GnnvvfeoWrUqzs7O9iQ2PDw8y3OWL1+OqqpZ3lq2bHnXa97JYrHw448/0qZNGwwGQ6aP/48//uCDDz6gbNmyGAwGKlasyDfffJNpe1FRUQwdOpSQkBD0ej3BwcH069ePiIiIbMdkMpn48MMPqVWrFq6urnh5eVGvXj2++OKL+75WbuK622sxu8/NpUuX6N69O97e3ri7u9O6dWv2799Py5YtCQ0NzVDfw8OD5s2bs3LlynSv3wed/DUQQghRpKiqSvKJbcRsnk383h/AZkl3XOddHO8WffFq0RdDQKhjghRFmku5BrhUaErKqZ3E/DGbYl0nOTokh7KZk7I8pihaFJ1zNutqUHQu91VXtSTbP6BrnNyyFXdOqarK6dOnAfD39+fEiRMAjBw5EovFQv/+/fH09KRSpUr3bGv06NEADB8+HJPJxMcff0z79u1ZvHgx/fr1Y8CAAbz44ousXLmSCRMmUKZMGXr27AnAlStXWLBgAd26dePFF19Eq9WydetWPvzwQ8LDw1m/fn2G62UWY/369SlevDgLFiygf//+6erv3buXQ4cOMW7cODSarPvSzGYzHTp0YNeuXfTo0YMhQ4YQFxfH/Pnzadq0Kdu2baNevXrZe4Lv0/79+0lMTKRhw4ZZ1hkzZgypqakMHDgQvV7PnDlz6N27N+XLl6dp06b2evHx8TRr1owTJ07Qq1cvGjRowOHDh5k7dy4bNmzg77//JjAw8K7xmEwm2rdvT1hYGO3bt6dHjx4YDAb++ecffvzxR4YMGZLja+VFXLl5bmJiYmjWrBlXrlxhwIABVK9enf3799OmTRv8/f2zbLtx48asX7+eI0eOUK1atfuKr6iR5FkIIUSRYE2KIXbnYqI3foH5xukMxw0laxDw9Hg8anVC0ckcRJE7vm2HcuXUTmK3zieg8zgUrQ5L/E3i/16FPqgi7lXbODrEAnN9qXuWxwwlH8f3sd/s92+sKIZqSc60rj7wUfw6htnv31wVis0YmWldJ796+Hf6+3bd1VWwJl0AoHjvvOnlSk5OJjIyElVViYiIYObMmRw8eJD69etToUIFdu7cCUBqairh4eG4uLjco8X0du/ebZ+DWrVqVTp16kS3bt3Ys2cPderUAaBv376ULl2aWbNm2ZPnsmXLcunSJXS62x/TX331Vd59912mTJnCX3/9RYMGDdJdK6sY+/Tpw3vvvcfhw4fTJTcLFixAo9Hw8ssvczczZ84kLCyMdevW0aFDB3v54MGDqVatGiNHjiQsLCxHz0tOHTlyBIBy5cplWcdkMvH333+j1+sB6NatG2XLluWLL75Ilzx/+OGHHD9+nBkzZjBs2DB7eZMmTXjppZd499137znffcaMGYSFhfH2228zZcqUdMfu7MXPybXyIq6sZOe5+eCDD7h48SILFixI95qoXr06w4YNo3TpzHeguPU7eZiSZxm2LYQQotBSVZXkM3u48lVvTg4N4vrS4f9JnBWcyzYgZNQmyk09iGe9rpI4izzhWbcLWo8ALLERJB78jdSLhzg5rDjXFg8meuPnjg5P5IHJkycTEBBAsWLFqFmzJgsWLKBjx46sWbMmXb1BgwblOHEeOHBgusWbbiUpjRo1sifOAHq9ngYNGth7vG+V3UqcLRYLMTExREZG8thjjwGwZ8+eDNfLKsb+/fuj0WhYsGCBvSwlJYXvvvuOxx57LMuk6JalS5dSoUIF6tWrR2RkpP1mMplo27YtO3bsyPf51Tdv3gTA19c3yzqDBw+2J4cAJUqUoGLFipw6dSpdvdWrV+Pr68vgwYPTlf/vf/+jfPnyrF69+p7xLF26FC8vL955550Mx+7sxc/JtfIirqxk57n56aefCAgIoFevXunOHThwIJ6enlm27efnB8CNGzfuO76iRnqehRBCFFqW+Jtc+rQT1oSb6co1Lp54NelBwDNT0bl5OSg68SBTdHq8m/chau2HxITNo9Twn9F5BmKJvUrioXVYk2LRunk7OswCEfhiYpbHFCX9AkXFumf9IVpR0vfZBDx7Pvt1nz6a5/Mq+/bty/PPP4+iKLi6ulKxYkV7MnCnChUq5LjtMmXKpLvv4+MDkOncUR8fH6KiotKVzZo1izlz5nDkyJEMc5JjYmKyHWNoaCht27ZlyZIlfPDBB+j1elatWkVcXBz9+vW75+M4duwYKSkpBAQEZFknMjKSUqVK3bOt+3VrC8G7/f7Lli2boczPz48LFy6kKzt79iy1atXKsCq1oihUrVqVn376ifj4+LsmjKdOnaJ69eo4OztnWSen18qLuLKSnefm3Llz1KlTJ8OCY3q9nrJly2b6moPbv5OHaZtHSZ6FEEIUGsZrJ9EHVkib0/zHnLQ5zdbb250YStUkoOskPOs85cAoxcPC+9F+RK39kMRD67DEXMGzQTeiN3wGVjMJ+9fg3by3o0MsEDmZY5xfdRWdK3n98bx8+fL23ty7cXV1zXHbWa16nJ3VkD/++GNGjhxJu3btGDp0KMHBwej1eq5cuULv3r0zXeDrbjEOGDCA9evXs2bNGp577jkWLFiAv78/nTt3vmcsqqpSpUoVPvvssyzr3C2xzgu32s8qgYOsn9ecfOFSkIteFWRcuX1u7lYvOjoayP/XQGEiybMQQgiHsplSiP9rJdGbviD13F50/qFYIs/bjxtK18ElpCbFnvsQnWfWC5cIkdcMQRVwrdKa5KN/ELPtazwbdk9LnoG4PSsemuRZFKxvv/2W0NBQ1q1bl24Y8O+//35f7T311FMEBQWxYMEC6tSpw7Zt23j99dfTDeXNSsWKFYmIiKB169Z3XVgsP92aS3vn0Pb7VbZsWU6ePInZbM7Qy3v06FH8/f3v2btbsWJFTpw4QWpq6l17n3NyrbyIKzfKlCnD6dOnsVqt6ZJtk8nEuXPn7CMn/uvW7+Rhme8MMudZCCGEgxivHufa0uGcfC2Qq1/1JvXcXgAskedRDG54txxAmYn7KDdpH8H9vpbEWTiET/O0xXPidn2Lc9mG6HzThqcmHd2MNSXekaGJB5RWq0VRlHQ9fhaLhffff/++2tPpdPTp04dNmzYxfvx4VFXN1pBtgB49enDz5k2mT5+e6fGs9sPOS7Vr18bT05O//vor1209/fTTREdHM3fu3HTly5cv5/Tp03Tt2vWebbz44ovExcVlWCwM0vfS5uRaeRFXbjz11FPcvHkzwxZWc+bMIT4+6/e5P//8E39/f6pUqZKv8RUm0vOciaeffpqwsDDatGnDqlWrHB2OEEI8MFSLifh9q4ne9CUpJ7dnOK44OePZ4DmCesxE65J/37ILkV0edTqj6F0x3zhD6rm/8aj9FDGbvwSrmaTDG/Cs/6yjQxQPmGeffZYxY8bQsWNHunbtSnx8PMuWLcvQI5kT/fv35/3332fZsmU0adKEypUrZ+u8YcOGsXHjRkaPHm3/bOzp6cnFixfZvHkzzs7ObNmy5b7jyg6tVkvXrl356aefMBqNGfZ6zolRo0axatUqhg4dSnh4OPXr17dvCVWyZEkmTbr3tnTDhg3jl19+YerUqezdu5d27drh7OzMkSNHOHHiBJs2bcrxtfIirtwYNWoU3333HQMGDGDv3r3UqFGDffv28eOPP1K+fHksFkuGcxISEti+fTu9evV6qOY8S89zJoYOHcrixYsdHYYQQjxQYncu4cTQIK7Mej5D4uxUrBxBfeZRaV4SJQZ8I4mzKDQ0zu541n0agPjdS/GofXu+fcL+nx0VlniAvfnmm7z33nucPXuWYcOG8eWXX9KuXbtcfTYtU6YMbdu2Bch2rzOAk5MTv/32G5999hmRkZGMHz+e119/nRUrVlC2bFnGjBlz3zHlxKBBg4iJieHXX3/NVTuenp7s3LmTV199lQ0bNjB06FB++OEHevXqxZ49e7K1l7Jer2fDhg1MmTKFS5cuMXbsWMaOHctff/2Vroc4J9fKi7hyw8/Pj+3bt9O1a1eWLl3KyJEjOX/+PH/88Qeenp6ZruT+ww8/kJyczKBBg/I1tsJGUQtydnwREhYWxhdffJHjnuf4+Hi8vLyIi4vL17kJQghRVNiMycT/tZLIX6dhunby9gGtHveajxP0/EfoA7Pev1MIR0s4uI5LnzyO1iOA8tPPcmp4MLbUBLRuvlSceR1F67iBfLn93JGamsq5c+coU6bMPVcPFkXbk08+ybZt24iIiMDNLfuLtRUWHTp0ICkpie3bM45aEvnDYrEQEBBAw4YN0825V1WVOnXqULZsWX744QcHRph3svteWOR6nrdt20anTp0IDg5GUZQMe/FB2vL+tx543bp15T+ZEEIUIHP0ZW6snkBM2Fdpc5qHl+Dq/D72xFnnF0LgC5/yyPwUQoatlsRZFHru1dqi9QjAmnCT5JPbca/eAQBrUjTJp3c7ODoh7u306dOsW7eOHj16FMnEGdJWId+9ezcbNmxwdCgPpMz26541axaxsbG0a9cuXfmPP/7I0aNH+fDDDwsqvEKjyM15TkpKombNmvTp04dnnnkmw/EVK1YwfPhwZs2aRdOmTZk7dy4dO3bk6NGjhISEAFC3bl2MRmOGczds2EBwcHC+PwYhhHjQqDYbSYc3EL15FokHf4X/DGpy8g/Fp9UreDV+ESe//NsPVIj8oGh1eDbsTsymL4j/ayUe9bpiSbiJR+2n0AeWd3R4QmRpz549HDt2jM8//xy9Xs/IkSMdHdJ9q1q1aqZzb0XeePzxxyldujR16tRBURR27tzJihUrqFixIgMGDEhX95lnnsk0l3oYFLnkuWPHjnTs2DHL45988gl9+/a1z+eYMWMG69evZ/bs2UybNg2Affv25Vk8RqMx3YvnbivSifxhjj2GaopDcfLAyaeqvdyScBZUKyhaULQo//6LokXR6NEYvO11VZsZ0ICieagWPRAityxx14nd9jXRm2dhibmc4bhb9fb4tRuOW7V2KA7a5kSIvOBZ/1liNn1BQvhPBPeZh1ej5x0dkhD3NHv2bBYvXkzZsmVZunQpZcqUcXRIopB68sknWbJkCWvWrCE5OZnixYszePBgJkyYgLu7u6PDKzSKXPJ8NyaTiX379jF69Oh05e3atWPXrl35cs1p06YxceLEfGlb3FvK+e+JDXsOAJ1vbQKe2m8/Fr2hLdaEs5mep/WsSLGuJ+z3I3+piyXmn7Q7iiZdwq11CyHg6aO3293cGUv0AXudtGQ87V+N3ge/jlvtdeP/GoE55iCKRg8aPYrG6d9/9ShaZ7yazLn9WM5+hyXh9B119ShaPShOKFo9zqHd064DWBIvgCUFdC4oOlcUrSuKzgVFkeRE5D9VVUk+Hkb05tkk7FsNtv/0BCgaXCu1oFj3D3EtW98xQQqRx1wrNrMP3U46sRX3qo85OiQh7mnRokUsWrTI0WGIIuCNN97gjTfecHQYhd59Jc8//5zz1SXbtm2b6UpteSkyMhKr1ZphRbrAwECuXbuW7Xbat2/P/v37SUpKomTJkqxevZr69TP/ADhmzBhGjBhhvx8fH0+pUjIksaBY49M2Z1d0bmhdS6Q7pug8UJw8QbWiqta0D/iqFVDTeqHvpFrv+NmWdsOMCqiWpHRVbSkRWJMuZhqPYvBLd98ctR/T9a2Z1kXr8p/keSnGy79l+ViDQrvbf07Y+xap51dk0qYzis6VYs+cQ6NPWzgm6fhsTDd2otF7oei90ei90Tj9+7PBF32xZig6WSRGZF/yie1ceL91hnKtuz8+Lfvj33kcGr28psSDRdFo8ajThditX5Hw9w+SPAshxEPovpLnLl265Ki+oiicOnWKsmXL3s/lcuy/w25VVc3RUNz169dnu67BYMjVfnMibziXeR7vpvPTlQV0PpBpXVVV/02Ob/N7fDfYzGlJ9r839Vay/Z/eXO9mi7FZEsBmvZ2Yq1ZQLWk90XdwrzUBW0pE2rBwmwnVZgLrv//+h6FER7SuJVBtptv1rSawmUC12XudgbReZoMvqiUZrKm3G7GmolpTUXS3v6gyXd9O6rnvsnzuinW/jvbf5DkhfBypF39G4xKI1iUQjWsJtO6h6NxD0bqHovUoh6J5oAasiHtQVRVr/A20Hv4k/rOemC1zSTxwx1YhioJz2YYEdpuGW+WWDotTiILgWa8rsVu/In7/aoJ6fgFAyrm9WGKu4Fmv6z3OFkIIUdTd96fga9euUaxYsWzV9fDwuN/L5Ii/vz9arTZDL/ONGzfyfX804RiWf3ueU8+v5MaNnf8Oi3ZC+Xeo862fuVWucfp3WHTav4qTG4ou85tG74mi90Vj8EW1mtLaA3Tej2Q7PkPxltmu61b51WzX9W620P6zarOiWlNRrcmolrSbonGyH3ct3xsn/3qoplhsplhUU9wd/0ajuaO33BJ3AkvMQYjJ/LrFnotA6xoEQOqlX7AmnEPnXRWddxU0LkEyX/wBYk2JJ27XUqI3fYEl7hoaZ3csUbdHXBhCauFa6VECn52CxlnmQomHg1uV1mhcPLHGXSf51G6uftUT881zaN398KjTReb1CyHEA+6+kudevXrlaAj2Sy+9VCB7Huv1eurWrcvGjRt5+umn7eUbN26kc+fO+X59UbCMVzaQcuYbAFRzAta44/l6PUXnhsbgh2LwRWPwQ+NcDK1bSbSuJdC4lrz9s0vxdL3E+U3RaFE0buCU+dYThhLtMJRol+mx//KoPRmX8n2wpVzDlnoda9JlrInnsSaex5ZyDY3L7S/MUk4vIvXCj7fj0Pvg5FcbJ/8G6P0bYCj5hP0LB1F0pJzfT8wfs4nb9S2q+faoBltSNBo3H7yb9can5QAMwdn/EkmIB4Wi0+NRqxNxu5eSGP4TzqVqYr55DmtiFKkXwnEpU9fRIQohhMhH95U8L1y48N6V7jB79uz7uUymEhMTOX36tP3+uXPnOHDgAL6+voSEhDBixAh69OhBvXr1aNy4MfPmzePixYsMHDgwz2IQjme8uonoPzrb5yobSj6JW7WRaUOvbeY7/jWlv6+a/x0KbUa1Gf/tqU1KfzOn/Wszx2EzRqOaYkC1oVqSsFqSIIv5znYaPTqPcmg9K6DzrIjOswJaz4rofKqidQ4ogGfn/um8KqLzqpituvrAR1FtVixxR7EmnEE1xWCK+ANTxB8kaQwEvZRgr2uK3IvWJQitW8n8Cl3kgs2YTNye5URv+gLjhfAMxzXO7vi0GUJAl3Fo9Pm7doUQhZ17rSfTkudD6/Bp8yoJ+9cAkHRkoyTPQgjxgCtykxf37t1Lq1at7PdvLdbVq1cvFi1aRPfu3YmKimLSpElERERQrVo11q5dS+nSpR0Vsshjxqubid7cCayp6INa41r5NXQeZXHyrZEv11NVW9oQZ2M0NmNUWkJtjMKacg1b8hWsyZexJl3+9+erYDNhiTuGJe4Y/90BT+NaAiff2jj51kLnVxsn39po3UOL5HBntypDcasyFADVkool7jjmqL2YIv8Cqynd0PG4nX2xxBxC51Md51KdMYR0xsmvbpF83A+a6ytHE73pS1RjYoZjhhJV8e88Dq+GzzkgMiEKJ/dq7UDRYLxyBH2JKvbyxCMb8X9y9F3OFEIIUdQpqqqqOTkhJiYGVVXx9fXl5s2bbNu2jUqVKlGtWrX8irFIiY+Px8vLi7i4uAIZqv6wMUZsIXrTE2BNwVDyCXxa/YCiLTwLtqk2K9akS1gTTmGJO4kl/hTW+JNY4k9iTTiT6Tka50D0gc3QBzZHH9gcnU/NAh32nd9Uq4modS0wR/2dbqE2jWsJXMq8gEuFPjh5V7lLCyI/WJPjiNv1LTd+fBdb0u1J7oqTC571n6FY9w9x8i7uwAiFKLzOTW1OyskdBPacRdSv07BEX0LRu/DI7FgUXcFOV8nt547U1FTOnTtHmTJlcHaWVfKFEA+n7L4X5qjnef78+UybNg2bzcaoUaNYunQpNWrUYPz48QwdOpQBAwbkOnAhsmKMCLsjcX680CXOkDb/WOcRis4jFENw23THbOYELNGHMEeH/3s7gCXmMLbU66Re+IHUCz+kteHkgT6gCfoS7TCU6IjO65Ei3UOraPX4P/knttQoUq+sxXjxJ4xXfseWfIWkIx9hTbqAT8uVjg7zgWe6fpqYrfNxr96RuN3fErd7Gaop2X5cH1gB/05j8WzaE40seiTEXXnUeJyUkztIOrQOt0ceTVsjwJRCyvl9uJZv7OjwhBBC5JMc9TzXrFmTPXv2kJycTEhICOfOnSMgIID4+HhatGjBgQMH8jHUokF6nvOH6foOoje2R7UkYyjREZ9WP6LonDFHH8IctR+dZwX0gU0dHWaOqVYj5si/MV3fnna7sRPVHJ+ujtY9FEPJxzGU6Ig+qBWaLBYGK0pUSyrGK7+TfOYbXCu+gnPJDgBYEy+SdHwWblWGonUNdnCURZ9qMZNw4BeiN31J8rE/Mhw3BFfBp/VA3Gs/hd5fprYIkV2pFw9y9t1aKHpXArtP59qStN0Sij33Pv5PvFWgsUjPsxBC5F6+9DxrtVqcnZ1xdnamfPnyBASkLX7k6elZpHvGROFmjtxH9KYn0hLn4Pb2xBnAePk3EvaPxaVC3yKZPCtaw79DtpsBY9IW4Ir5B9O1MFKvrMN0LQxr4nmSj88i+fgs0BgwlOiAS5nuGEo9icapYLaBy2uKzhnn0l1wLt0lXXnS0RkkHf2UpKOf4FL2JdxrjkPnEeqQGIsyc9RFYrbOJ+aPOVgTbv7nqIJn4xfwaTUQ14rN5L1biPtgKFUDnXcwltirKE63R0AlH98KBZw8CyGEKDg5Sp51Oh2pqak4OzuzdetWe3lCQsJdzhLi/pljjxK1sT2qOR594KP4tF5tT5wfRIpGi5NfLZz8auFWdTg2cxKma1swXl6L8fJarEkXMF76CeOln0DrjHPJx3EOfQ5DySfQOBX9vXb1wW0xRf6F+cZOUk4vJOXsUtyqDMO9+lg0Bm9Hh1eoqTYrif+sJ2bzLBIPrYX/DirS6nCr2o7AFz7CObiyY4IU4gGhKAruNToSu20BqVeOovUKTNv7+eQOVJv1gVq3QgghxG05Sp7/+OMPDIa0b1i9vLzs5SkpKSxYsCBvIxMPPUvCWaLXP4ZqjMLJvz4+bX5G0T1c2+RonNxwLvUkzqWeRFVVLDH/kHr+e1LOr8Aaf4rUCz+SeuFHFJ0rzqWfxaXCy+gDWxTZ3kTnkh1xLtkR041dJIS/m7bt1eHpJJ/6Go9aE3F9ZHCRfWz57cbqCUT9PCVDuc47GJ92Q/Fr/wYaXZHbYEGIQsutShtity0g5dgfuFV6lOTTu3Cr9Ci25Di07r6ODk8IIUQ+yNEnKXf39D1b165dIygoiGLFilGsWLE8DUw83KxJV4he3wZbSgQ672r4PrYOjf7hnkOuKApOvjVw8q2Be+1JWKIPknJ+JannV2JNOEPKmcWknFmM1qM8rhX64FKuF1q3Eo4O+77oizXBt90mjJfXkrD3zbStv2IPS+L8L9VmQzWnomidSAj/iZg/5pB0dPPtChotrpUeJfD56biE1nFcoEI8wNyqtAYg9eIBSg7/CSffUvIe9ZA4f/48LVu25Pz5844ORQhRwHLVDdGuXTsOHTqUV7EIAYA19SZRGx7DmngerUd5fNttQOPs5+iwChVFUezDuz3qTMV880+ST31N6rnlWBNOk7D/bRLC38VQoiOujwzBUKIdilK0VlBWFAXnUk9gKNGelDOLcQ69vdewzRiLovcsco8ptyyJUcRtX0T0pi/ReRbDHHUBS9y1tIOKgj6oEp71u+H/1NtonArXSvRCPGh0XoEYSlbDePkwqWf/Qu8X4uiQRBFz6dIlhg8fzo4dO7hx4wadO3dmzZo1jg7rgXHrCw75kkPkpVwlzzncIlqIe7KZ4oje0B5r3HE0riXxbb8JravsNXs3iqKgL9YYfbHG2BrMIPX89ySfWoD5xg6Ml3/DePk3tF6P4Fb5NVzK9Sxyc6MVjQ7XCi/b76uqjZgtXQEV7xZLH/hVuVVVJeXULqL/mE38XyvBagbAHHkOAJ1XEN6P9sP70X6yYrYQBcytcmuMlw+TdGQznvWfdXQ4oojp1asX4eHhjB07luLFi1OqVClHhySEuIdcJc8yPEnkJdVqJOaPp7FEh6NxLoZf+83o3CUZyAmNkxuuFXrjWqE3lriTJB2fRcrpr7HGHSf+z1dJ2DcW14r9cH1kSJFdxdoSexRz5B5USzKRv9TFp+VK9IHNHR1WnrMmxxG3cwnRm77AdO1EhuMaNx+KPfMePo/2RdE5OSBCIYRblTZEb/w83bQJmykFUNDoH9zFLR9GgwcPZtmyZQDYbDYSExPx9va2H//1119p1qxZttszGo2EhYXx2muv8eabb+Z1uEKIfPJwjXkUhZaq2ojd0QfTtS0oOnd8265D51XxnucZQrrg3XIlrpUGFkCURYvOqyJeDWdQrNtlPBt8htajPKo5jqQjH3Pzx/LEbu+JOfaYo8PMMSefavg/dQCddzVsKdeI+r01yae+dnRYecaaGM2V+X05OTSQa9++9p/EWcE5tC6lRv7OI7Oi8W0zUBJnIRzI9ZFHQdFgun6K2O2LODu+HscHepIQ/pOjQxN5bNasWcTGxhIbG8uhQ4cICQmx34+Njc1R4gxw/fp1VFXFx8fnnnVtNhspKSn3G7oQIg9J8iwKhYR9o0k99x0oOnxa/YCTX/YWOXLyroxLaDf0/vXyOcKiS6P3xK3KUAK6nsCnza/oiz8GqpWUM0uIXFOVmC3dMEcdcHSYOaLzrIDfE3/iXOZ5UC3E7exLwv53ivxUEkv8TaLD5hG38xtUs9FernH2xKfVQCrOiqbsxL14VG/vwCiFELdoXb1wLpP29yf18j+knt8HVgspp/90cGTiXoxGI++99x5Vq1bF2dkZb29vOnXqRHh4eL5fu3fv3pQunTaybuLEiSiKgqIohIWFsWjRIhRFYdOmTUyePJly5cphMBhYsWIFAFFRUQwdOpSQkBD0ej3BwcH069ePiIiIdNe4s51JkyZRunRpXFxcaNiwIbt37wZg69atNGvWDDc3N4KCgpg4cWK2/45+8MEH9rizurm4uGAymbJs45lnnsHLyyvDNZOSktBqtQwePDhbsVy5coUXXngBb29v3N3dad26Nfv378+0bk5+7yaTiQ8//JBatWrh6uqKl5cX9erV44svvrDXSUhI4J133qFhw4b4+/tjMBgoX748o0ePJjk52V5v9erVKIrCV199lWlcNWvWJCQkBJvNlq3HLBwnV8O29Xp9XsUhHmJJRz8j6fB0ALyafY2hRDsHR/RgUhQNzqWewLnUE5gi95J4aCrGi2tIvbCK1AurMJR8Avea76IPaOjoULNF4+SGd4tlJHqUJ/HQFBIPTUW1WfCs976jQ8sxmzGZa0uGELd7Karl9gcNQ6nqBHSZiGe9px0YnRDibtweaUnq2b+wxN+wl6WceTCSZ1VVQU11dBiZU5zve/qg2WymQ4cO7Nq1ix49ejBkyBDi4uKYP38+TZs2Zdu2bdSrl/WX8qGhoblahOqVV16hVq1avP766zz99NN07doVgMqVK9vbHTlyJBaLhf79++Pp6UmlSpWIj4+nWbNmnDhxgl69etGgQQMOHz7M3Llz2bBhA3///TeBgYHprjV69GgAhg8fjslk4uOPP6Z9+/YsXryYfv36MWDAAF588UVWrlzJhAkTKFOmDD179rznY2jRogXdu3dnxYoVTJkyxf5lwOXLlxkzZgzPPvssPXv2vGuucODAAerUqZPh9xgeHo7NZqN27dr3jCM2NpbmzZtz4cIF+vXrR61atfj7779p06YNfn7pF5vNye/dZDLRvn17wsLCaN++PT169MBgMPDPP//w448/MmTIECAtcV+wYAHdunXjxRdfRKvVsnXrVj788EPCw8NZv349AJ06daJ48eIsWLCA/v37p4tr7969HDp0iHHjxqHRSL9moaeKPBUXF6cCalxcnKNDKRKSz32vXl2oqFcXoiYcnJbj800xR9XkcytV482/8yG6B58p+h81OuwF9eoijXp1IerVhahRm7uoppijjg4tR5KOz1Ujlvqopsh9jg4lx2xWq3px5rPqkZ6oR3qinhlfX43cMFM1x15zdGhCiGyI3/+zeqQn6qm3HlFPjaqoHumJerSvQbWaUgvk+rn93JGSkqIePXpUTUlJyXDMZk1WYy+3LpQ3mzX5vp+zjz/+WAXUdevWpSuPi4tTS5UqpT766KMZznnllVdUNze3LG/btm3LUQznzp1TAXX8+PHpyhcuXKgCaqVKldTk5PSP8e2331YBdcaMGenKv/32WxVQ+/fvn6GdunXrqiaTyV7+yy+/qICq0+nUfftu/800Go1qUFCQ2rBhw2w/ht69e6sajUZNTEy0l33//fcqoK5cufKu58bFxamKoqhvvPFGhmMzZsxQAXXv3r33jGHMmDEqoM6ePTtd+fTp01VALV26tL0sJ7/3Dz74QAXUt99+O8M1rVar/Wej0aiazeYMdd555x0VUPfs2WMvGzt2rAqo//zzT7q6AwcOVDUajXr+/Pl7Pl6Rf+72XninPPl6IzU1lb/++otff/2Vn3/+Od1NiKwYr20jdttLgIrrI4Nxq/5Wztu4uJrYsOdIPjEn7wN8CDj5VMPn0WUEPH0cl/J9QNFgvLiGyJ+qEbvjZaxJlxwdYra4VhpAsWfOZHu4f2Fy88dxJPy9CjRaAv/3CaXf2oxf2yHovALvfbIQwuFcKjQBwBRxHOeQWgCoZiPGiwcdGJW4m6VLl1KhQgXq1atHZGSk/WYymWjbti07duzIMMd4zpw5JCYmZnlr3jxvF64cNGgQLi4u6cpWr16Nr69vhuHM//vf/yhfvjyrV6/O0M7AgQNxcrq9NkbTpk0BaNSoEXXq3P6bqdfradCgAadPn852jAcPHqR8+fK4ubnZy24Nl65Vq9Zdzz1w4ACqqlK3bt0Mx/bv34+TkxPVqlW7Zww//fQTfn5+9OvXL135a6+9hoeHR7qynPzely5dipeXF++8806Ga97ZO6zX69Hp0gbyWiwWYmJiiIyM5LHHHgNgz5499rr9+/dHo9GwYMECe1lKSgrfffcdjz32mL33XhRuuRq2DfD777/Ts2dPIiMjMxxTFAWr1ZrbS4gHkCXuBDF/dAabEUNIFzwbfC6rtzuQzrMC3s2+xq3amyTsfxvjxdWknF5IytlluFUegnv1MYV+r22N4faiK6abf2G8vBb3WuML9esqdsdiIn+ZmnbHZuX6shG4lG+Ca7miMXReCAE6dz8MwVUwXj2K1u32+1DymT9xKdfAgZHlAcUZz+K/OjqKzCn3v5r5sWPHSElJISAgIMs6kZGRDt06qkKFChnKzp49S61atdIlw5D2ebtq1ar89NNPxMfH4+npaT9WpkyZdHVvLVAWGhqaoX0fHx+ioqKyFZ/FYuHo0aM89dRT6crDw8Nxd3enfPnydz3/1hzjzJLnffv2UaVKFQwGwz3jOHPmDLVr17YnsLcYDAbKli1LbGysvSwnv/dTp05RvXp1nJ3v/TqbNWsWc+bM4ciRIxnmLMfExNh/Dg0NpW3btixZsoQPPvgAvV7PqlWriIuLy5D8i8Ir18nzkCFD6NatG+PGjcswz0KIzNiMMURvfgrVFItTQGN8WixD0WgdHZYgbQE239Y/YrrxJwn7RmO6vpWkIx+TfGoBHrUn4VppEIom128b+cqacoPoDY+hmhPQGHxwqzLM0SFlKunEdq5+nfbH0rlMPVLP7XVwREKI++VSsRnGq0exGW8vEJQ273mo44LKA4qigOJy74pFjKqqVKlShc8++yzLOndLsAqCq6trjuqrWSz0pdVm/vkqq/LsOnr0KEajMUMPc3h4ODVq1LjnF9cHDhzAw8Mjw5cESUlJHD9+PFvzrm/J7pfk+fF7//jjjxk5ciTt2rVj6NChBAcHo9fruXLlCr17986QTA8YMID169ezZs0annvuORYsWIC/vz+dO3fO0XWF4+T6U/CNGzcYMWKEJM4iW1SbhZitz2ONP4nGrRQ+rVej6B68P8xFnb5YI3w7bMF45XcS9o3GEnOI+D1DST4xD8+Gn2Eo3trRIWZJ61IM95rvkrB3FPF/vY7WvQzOIU/d+8QCZLp+hsufPw1WMx71n0XnHSzJsxBFmGvFZsSGzcN47TiKkwHVbCT1Quar/QrHq1ixIhEREbRu3bpILdBUtmxZTp48idlsztD7fPToUfz9/dP1OuengwfTpiXcmTxfvXqV69ev2xdAu5vw8HAqVaqUIfH9/fffsVqt2VosDKBcuXKcPHkSi8WSrvfZaDRy9uxZfH197WU5+b1XrFiREydOkJqaetfe52+//ZbQ0FDWrVuXrs3ff/890/pPPfUUQUFBLFiwgDp16rBt2zZef/11WYS5CMn1O8azzz5LWFhYHoQiHgbxf4/EdHUDis4V39Y/o3WRL10KK0VRcC7ZEf9O+/FsNBvF4Isl9jDR69sQubY5CQcnY4k/4+gwM+VWdSSuFQcAKrHb/oc55oijQ7KzJsVy8dMnsSZG4VymHiX6f1Ooh5YLIe7NtWLaHr+pF8IxlEibp2m6dhJrSoIjwxJZ6NGjBzdv3mT69OmZHr9+/XoBR5Q9Tz/9NNHR0cydOzdd+fLlyzl9+nS2kta8cuDAASBti6VbDh8+nKEsMyaTiaNHj3Lt2jUsFou9PCkpifHjxwOkm499N126dCEqKor58+enK585cyYJCen//+Xk9/7iiy8SFxfHlClTMtS7s5dfq9WiKEq6MovFwvvvZ77zh06no0+fPmzatInx48ejqqoM2S5ict3z/MUXX9CtWze2b99O9erVM3wTNnRo0R6yJPJO8sn5JB9LGyrj1XwJTn61HBuQyBZFo8XtkYG4lHmOhPDxJJ+YjfnGDsw3dpB46D0860zDtcpQFKXwfHuvKAqejb7AknAaU8QfxGzpiv+Tf6PRF8w38llRLWYuf9kNU8RxdL4lKTX8ZzSGnA3NE0IUPk7+oei8g7HEXkXnHQzsA1XFeOUwruUbOzo88R/Dhg1j48aNjB49mrCwMNq0aYOnpycXL15k8+bNODs7s2XLFkeHmcGoUaNYtWoVQ4cOJTw8nPr169u3qipZsiSTJk0qsFgOHDiAv78/JUqUsJddvXoVgMTERJKSktItJBYaGsqFCxdQVZUjR45gNpuJjY2lY8eOdOrUiaioKBYvXkx8fDwA33//PSVKlMh0bvad3nzzTb777jteffVVDhw4QM2aNfn7779ZvXo15cqVS5ec5+T3PmzYMH755RemTp3K3r17adeuHc7Ozhw5coQTJ06wadMmIK0TccyYMXTs2JGuXbsSHx/PsmXLMuRDd+rfvz/vv/8+y5Yto0mTJlSuXDlnT75wqFwnz8uWLWP9+vW4uLgQFhaWrgdFURRJngWQtoBT3J9pq0O6156ES+mC+3ZU5A2NwRevRjNxqzYS45XfST37HabrW4n/+3VSL/2EV9OF6DxCHR2mnaJxwvvR5UT+XAdr/EnidvbFu+VKh/XyqqrKtW9fI+nIJhSDGyGv/4qTd3GHxCKEyFuKouBaoSnxf3+Pk38oISPX41y6NjpPx86bFZlzcnLit99+Y9asWSxZssTe2xkcHEyDBg3o1auXgyPMnKenJzt37mTChAmsWbOGJUuW4OfnR69evZg0aVKBTqE8ePBghqHVjRo1olSpUrzzzjsoisKIESPsxxITEwkODgZuLxa2ePFiPv30U0aNGkVQUBBDhw4lJCSE3r17ExYWxsSJE+8Zh7e3N9u3b2fkyJEsX76cb7/9lgYNGrB582ZGjBiRbj/unPze9Xo9GzZs4OOPP2bZsmWMHTsWZ2dnKlSoQJ8+fez13nzzTVRVZcGCBQwbNoygoCC6d+9Onz59qFKlSqYxlylThrZt27JhwwbpdS6CFDWrFQay6daLffTo0UVq3kh+iY+Px8vLi7i4uAKbd1LY2YzRaQlM0gWcS3fFu+WqPEtgzNGHMEftR+dZAX1g0zxpU2SPqqokn5hLwt43UC3JKE4eeNb/FJcKLxeqYcimm3uIWtccfVArfFr9iMbJ7d4n5YOo9TO4vux1UBRKDfsJj9qd7MeuLR1O9Ia0URmh4/6U1baFKIKi1n3M9eUj8aj7NKWG/lhg183t547U1FTOnTtHmTJlsrWysBA5dejQIWrWrMnXX39Nnz59GDp0KLNnzyYxMTFbK2o/iJ588km2bdtGREREuh564TjZfS/MdbZrMpno3r27JM4iU6pqI3Z7L6xJF9B6lMer6dd5mlg5+dbAtUJvSZwdQFEU3B4ZiP9Th3Aq1hTVnEDcrn7EbO6ENTnC0eHZ6QMa4v/En/i2XeewxDnx0O9c/+4NAAKf/yhd4iyEeDA4l03blirl7F8OjkSIwmX9+vXUrFnT3rMbHh5OxYoVH9rE+fTp06xbt44ePXpI4lwE5Trj7dWrFytWrMiLWMQDKOnwRxgv/woaAz4tv0ej93J0SCKP6TzL4ddhKx71PgSNHuPl34j8uSbGK+sdHZqdk18dh83JNl47yeXZz4Nqw/vRfvi2f90hcQgh8pdLaB1QNFhirmCOvuLocIQoNN58800OHDiARqNBVVUOHTpE9erVHR1WgduzZw+LFi3iueeeQ6/XM3LkSEeHJO5Druc8W61WPvzwQ9avX0+NGjUyTJD/5JNPcnuJApWQkEDr1q0xm81YrVaGDh1K//79HR1WkWS8to2E/WMB8Go0M18WCLPEn8YSdwKtWymcfGvkefsiexSNFvdqb2Io0ZHYbS9iiTlE9MYOuFV7C486k1E0WS+cUZBspjgS9o1G510Ft8qv5fv1rCnxXJrRGVtyHC4VmlK855eFaki7ECLvaAxuGEpWw3jpEAkHfkXRaEk9vw+fNoNxLvXwJQpCZObMmTPEx8dTo8bD95lt9uzZLF68mLJly7J06VLKlCnj6JDEfcj1nOdWrVpl3bii8Mcff+Sm+QJntVoxGo24urqSnJxMtWrV+Pvvv/Hz88vW+TLnOY3NGM3Nn6pjS76KS9mX8Gq+OF+ShsRD75Gw/21cKvTDu+lXed6+yDnVkkr83jdIPj4LAKeAxvg8uhyte4iDI4PkU18Tt7Mvis4N/y5H0LmXzrdrqTYblz7rTOKBX9H5lqTshL3ovDJfzMVmSkW1mgDQ6F1RtLn+XlMI4QBXv+5P7Nb5uFVrR9LhDQAE9fwS3zaD8+2aMudZCCFyL7vvhbn+hFYYl/LPDa1Wi6tr2tYxqampWK1Wcvn9wkMpbs9r2JKvovWsiGfj2dLb9hBRdM54NfoSfVBr4nb2xXxzNzd/qYPPoyswBLdxaGwu5XuTfGoh5hs7iP/zVXza/JJvr82bP44j8cCvKE7OlBq6OsvEGUCjdwbkQ6sQRZ1L2YbEbp2PNTHaXpZ6fr8DIxJCCJGXitwqX9u2baNTp04EBwejKApr1qzJUGfWrFn2bw3q1q3L9u3bc3SN2NhYatasScmSJRk1ahT+/v55FP3DIeX8KlLPLgNFg3fzJWic3B0dknAAl9Bn8H/qAE5+dVGNUURvbEfi4ekO/TJKUTR4NZkHGieMl3/DeHltvlwnbs9KIn+ZCkDwy/NxKVMvX64jhChcXP5dNMx47QT8+8Vc6uV/HBmSEEKIPJTr5HnatGl8/fXXGcq//vprPvjgg9w2n0FSUhI1a9bkiy++yPT4ihUrGD58OG+//Tbh4eE0b96cjh07cvHiRXudunXrUq1atQy3W5u7e3t7c/DgQc6dO8eyZcu4fv16lvEYjUbi4+PT3R5m1uRrxO0eCIB79THoAxo4OCLhSDqPUPw6bselfG9QbSTsHUXs1uexmRMdFpOTd2XcKg8DIP7vEfbh0nkl9cIBrs5P2wPS7/E38WryYp62L4QovAwlqqDoXVFTE9D5lATAeOUIqs3m4MiEEELkhVwnz3PnzuWRRx7JUF61alXmzJmT2+Yz6NixI1OmTKFr166ZHv/kk0/o27cv/fr1o3LlysyYMYNSpUoxe/Zse519+/Zx+PDhDLdbm7ffEhgYSI0aNdi2bVuW8UybNg0vLy/7rVSpUnnzQIsgVVWJ2/0KqjEKnU9N3GuOc3RIohBQdC54Nf0az0ZfgqIj9fxKota1wJrkuNVo3Wu+g8a5GNb4kyQd/zLP2rUkRnHp8y6opmTcqnegWLdp2Tov4eA6bqyewI3VEzBHX86zeIQQBUvR6nAJrQuAziMAANWYhPnmOUeGJYQQIo/kOnm+du0axYsXz1AeEBBARETB7vVqMpnYt28f7dq1S1ferl07du3ala02rl+/bu89jo+PZ9u2bVSqVCnL+mPGjCEuLs5+u3Tp0v0/gCIu5fQ3GC/9DBonvJsvRtHqHR2SKCTS9oQejF+HLWicA7BEhxP5W0PMUQccEo9G74VHnbRh1UlHP0W1WXLdpmqzcXVuD8yRF3AqVo6Sg5ahaLTZOjfpn9+JXDORyDUTscRczXUsQgjHcS5dO+0H7e1dBmTothBCPBhynTyXKlWKnTt3ZijfuXNnhp7c/BYZGYnVaiUwMP3CPIGBgVy7di1bbVy+fJkWLVpQs2ZNmjVrxpAhQ+66nL7BYMDT0zPd7WFkTblO/F/DAfCoNUm2jRKZ0gc2w++JP9F5VcaWfIWodc1IvfSrQ2JxKd8HjzrT8O+0D0WT+9WtI3+ZSuKhdWkLhL32A1o3nzyIUghR1NxKnm2pCfYyoyTPQgjxQMj1J8Z+/foxfPhwzGYzrVu3BmDz5s2MGjWKN954I9cB3o//rp6rqmq2V9StW7cuBw4cyIeoHmwJe0ehmuPQ+dXBrVrBbfpuCG6P4uSFzrtKgV1T5I7Ooyx+j+8iJuxZTBGbifmjM56NZuFW6ZUCjUPRaHGvMTpP2kr8ZwM3V48HoHiv2TiH1MyTdoUQRc+t5NkcfXskmvGSJM9CCPEgyHXyPGrUKKKjoxk8eDAmU9rCO87Ozrz11luMGTMm1wHmhL+/P1qtNkMv840bNzL0Rou8Y7q+nZQziwEFr0az8qQXL7uc/Ovi5F+3wK4n8obG4I1v23XE7R5Myqn5xO8eiGqMxq36aIdta2ZJOIvOo2yOzzNHXeTKnP+BquL9aH+8m/fO++CEEEWGIbgyik6PmpqQ9q/FJMO2hRDiAZHrYduKovDBBx9w8+ZN/vzzTw4ePEh0dDTjxhX8YlF6vZ66deuycePGdOUbN26kSZMmBR7Pw0C1mYnbPRgAl4r90Ac0dHBEoqhQNE54NZmHe413AEjYPzZtBEMBb2VlMycQtf4xbq6ugjUl65X1M6NazFz+sjvWxCicS9ch6KXP8ylKIURRoej0GEpUBcBQqiYedTrj1fB5h27TJ4QQIm/kWRehu7s79evXz6vmspSYmMjp06ft98+dO8eBAwfw9fUlJCSEESNG0KNHD+rVq0fjxo2ZN28eFy9eZODAgfke28Mo6dhMLLGHUQx+eNbJ3srCecmSeAFrwjm0rsXReWW9sJsonBRFwaPOZBSDLwl/jyDpyEfYTNF4NZ5bYCMYFJ07qiUJbEaSjs7As272X8c310wg5cyfaFy9KPnaKjR653yMVAhRVDiXrk3qhXDcq7en2DOTHR2OEEKIPJLrnueCtnfvXmrXrk3t2mlzikaMGEHt2rXtPd3du3dnxowZTJo0iVq1arFt2zbWrl1L6dKlHRn2A8madIXE8LR5np5130fj7FfgMaSeXUr0+lYkHv6owK8t8o571dfxavo1KBpSTn1N7I5eqDZrgVxbURTcq6fNfU4+PgubKS5b5yUd/YPIX9MS7eA+X6EPKJNvMQohihbnkLTPKKkXwh0ciRBCiLxUcJNT80jLli3vOfRp8ODBDB48uIAienjF730T1ZKIU0AjXCq87OhwRBHnWqEPit6L2LDupJ5dRpyixavpwmxv95QbhlKd0HlXwRJ7lOTjs3Cvcff1GiwJkVyZ2+Pfec798GzQLd9jFEIUHbcWDUu9eMCxgQghhMhTRa7nWRQOpsi9pJ77jrRFwr5EUeSlJHLPpXRXvB9dDoqWlDNLiNvVH1W15ft1FUWDW7W3AEg6+hmq1ZRlXVVVuTr/ZSyxV9EXf4SgF2fke3xCiKLFUKoGKAqWmCtY4m+i2qxY4nK2poIovM6fP09oaKijwxBFhLxeHiz3nfHIdk4Pt4R9aT1zLmVfxMmvjoOjEQ8Sl9Bn8H70u7QE+vRC4na9UiAJtEvZF9C4FMeWep3UC6uyrBezeRaJB35B0ekpOeg7NAa3XF/byT8Ul3KNcCnXCI2ze67bE0I4ltbFA32x8gBceL8Vxwe4c25yYwdHJQqbS5cu8cwzzxAYGIiiKHTp0sXRIQkh7uG+h23XqVOH2rVr069fP/73v//h5eWVl3GJQsx4dROmiE2gccK99iRHhyMeQC6h3cBmIXb7S6Scmo9G74ln/Y/z9ZqKxgnXRwaRGD6OlHPLcSn7vwx1jNdOcX3FmwAU6/4hzqVr5cm1/Tq8jl+H1/OkLSFE4WAoVQPT9VNYU+JRzamYI89jM6Wg0bs4OjRRSPTq1Yvw8HDGjh1L8eLFKVWqlKNDEkLcw333PO/cuZM6deowevRoihcvzksvvcSWLVvyMjZRCKmqjYR9aYsruVYahM5DFkkS+cOl7At4NV0IQNKRT0g8nL/JM4BrxVfwbvEdPi0z9jyrNhtXF7yMakrBrUobfNsOzfd4hBBFl6FkNSBt6yoAVBXTtZMOjEjkxuDBg/H29sbb25saNWpw8eJF+31vb2927NiRo/aMRiNhYWH07NmTN998k5deeolHH300n6IXBS2vXy+i8Ljv5Llx48Z89dVXXLt2jdmzZ3P58mUee+wxypUrx9SpU7l8+XJexikKidTzqzBH7UNx8sC95juODkc84FzL98Sj3nQAEvaOJOXM0ny9ntalGC5ln0fR6jMci974OSknd6Bxdqd43wUoipKvsQghijbnf5Nn1ZxqLzNGHHdUOCKXZs2aRWxsLLGxsRw6dIiQkBD7/djYWJo1a5aj9q5fv46qqvj4+Nyzrs1mIyUl5X5DFw6Q168XUXjkepUnFxcXevXqRVhYGCdPnuSFF15g7ty5lClThscffzwvYhSFhGozk7D/bQDcqo5E6xzg4IhAH9Qaj3of4hL6rKNDEfnEreobuFVJG9Icu6M3xisbCuS6qmqzLxxmvHaKG6vGAhD4/Efo/WXrOyHE3RlKVgfAknDTXma8esxR4Yj/MBqNvPfee1StWhVnZ2e8vb3p1KkT4eH5v71Y79697VuoTpw4EUVRUBSFsLAwFi1ahKIobNq0icmTJ1OuXDkMBgMrVqwAICoqiqFDhxISEoJeryc4OJh+/foRERGR7hp3tjNp0iRKly6Ni4sLDRs2ZPfu3QBs3bqVZs2a4ebmRlBQEBMnTrznjjaZtT9hwgRKly6NwWCgevXqLFu2zF6vVatWBAcHM3/+/EzbqV+/PkFBQVgslhw/jwA///wzkZGReRZvZhz5WhGFT55uVVWuXDlGjx5NqVKlGDt2LOvXr8/L5oWDJZ9cgDXhNBrnYrhVHeHocADQF2uEvlgjR4ch8pGiKHjU/whryjVSz31HzJau+HXcgZNfrXy7ZvKpr0k8OBm3qiNxrTSQq/P72Idre7cckOfXi/r9U+L/WglAcN8FGEpUyfNrCCEKlr5YORQnA6rZaC8zFbGeZ1VVMVodHUXmDFruewSQ2WymQ4cO7Nq1ix49ejBkyBDi4uKYP38+TZs2Zdu2bdSrVy/L80NDQzl//vx9Rg6vvPIKtWrV4vXXX+fpp5+ma9euAFSuXNne7siRI7FYLPTv3x9PT08qVapEfHw8zZo148SJE/Tq1YsGDRpw+PBh5s6dy4YNG/j7778JDAxMd63Ro9Om2g0fPhyTycTHH39M+/btWbx4Mf369WPAgAG8+OKLrFy5kgkTJlCmTBl69uyZ7cfy1ltvkZSUxKBBg1AUhYULF/Liiy+SkpJC3759GT16NO+99x6DBg2iXbt2hISE2M89ePAge/fuZfTo0eh0OU9JoqOj6dGjB6GhoWzevBl/f/9cx/tfuX2tQO5fL6JwybPkeevWrXz99df88MMPaLVannvuuUxfhKJoUq0mEg9NAcC95rtonGRFYFFwFEWDd7NFRKfewBSxmZg/OuP35N9oXYrly/VUcwLWxPMkn/6a1ItmUk7tzNfh2ubI86Sc+RMAW2pinrcvhCh4ilaHoXjltL2eNVqwWYtcz7PRCr3W37x3RQf4pn0Azvf5KXbmzJmEhYWxbt06OnToYC8fPHgw1apVY+TIkYSFhaU7Z+DAgXz77bdZtrlu3TqaN2+eres3btyY4sWL8/rrr1OjRg1eeumlDHVSU1MJDw/HxeX2AnPvvPMOx48fZ8aMGQwbNsxe3qRJE1566SXeffdd5s2bl6Gt3bt34+TkBEDVqlXp1KkT3bp1Y8+ePdSpk7ZjSt++fSldujSzZs3KUfIcGRnJoUOH7AsHDxw4kBo1avDGG2/w/PPP0759e6pUqUJoaChLly5lzJgx9nPnzZuHoij3nS/4+vqyZs0annzySdq0acMff/yBn59fruJ1c0u/g8b9vFZutZtXrxdRuOQqeb506RKLFi1i0aJFnDt3jiZNmjBz5kyee+65DC8+UbSlnFmCLfkKGtdgXCv2d3Q4dtbkq1iTr6Ax+MviZQ84RavHp+X3RP7WCGv8ybQe6PabUbSGPL+WS9mXiN87CtOV/cTvS/uwW6z7dBmuLYTIEUPJaqRePIDWzQdrQiSmaydRbVYUjdbRoT3Uli5dSoUKFahXr16GIb9t27blm2++ISUlJV3iOmfOHObMmVNgMQ4aNCjd9QFWr16Nr68vgwcPTlf+v//9jwkTJrB69eoMyfPAgQPtiTNA06ZNAWjUqJE9cQbQ6/U0aNCAnTt35jjOO3fc8fLyYuDAgYwdO5YtW7bw5JNPUqpUKZo1a8by5cvtyXNKSgpLly6lVatWlC9fPtO2p0yZkq3h3I0bN2bz5s20adOGLVu23HUeeXbivdP9vFag4F8vouDcd/Lctm1btmzZQkBAAD179uTll1+mUqVKeRmbKCRUm5XEwx8AafNP8yNZuV/JpxaSGP4OLhX64d30K0eHI/KZxuCDb5ufify1IeYbO4n7czBeTebneW+wxtkP55AuRP62EtWUgkv5xvjkw3BtIcSD7faK284A/25ZdQF9sbKODCvbDNq0Ht7CyJCL7x+OHTtGSkoKAQFZP7bIyEiHbh1VoUKFDGVnz56lVq1a6ZJhSBu+XrVqVX766Sfi4+Px9PS0HytTJn3Hwq3EMjQ0NEP7Pj4+REVF5SjOypUrZyirUiVt6tGZM2fsZd27d+fVV1/l2LFjVK5cmZUrVxIXF0f//ll3yEyZMgWj0Zjl8f86dOgQ58+fv2vynN14bykKrxVRsO47eXZxceGHH37gySefRKuVb1AfZKkXfsAafwrF4ItrRUkghGPpvCrh03IF0ZseJ+XU1zj51MCtyrB7n5hTSi3MN9LmIQf1+AxFk+v1FYUQDxlDiX9X3LbcTgCMV48VmeRZUZT7HhpdmKmqSpUqVfjss8+yrHO3ZKkguLq65qh+Vgt9ZfUZPa8+u2f25fWtWO489uyzzzJ06FC+++47Jk2axLx58/Dz8+Ppp5/Osu3U1NQsj91iMpno1q0bv/zyC3PnzqV27dp5Eu+dxwr7a0UUrPt+S/z555/tP2/fvp25c+dy5swZVq1aRYkSJViyZAllypSRpdiLOFVVSTz0HgBulYfJXGdRKBhKtMej3kck/D2C+L9HoPOpgaF4qzxr32Y2ErV20b/XAkVXOOf8CSEKt1s9z9akGEqNWItzyWrofEs6OCpRsWJFIiIiaN26NZoi9MVo2bJlOXnyJGazOUPv89GjR/H390/X61wQjh49ylNPPZWu7NixtOlOZcve/pKoWLFitGzZkuXLl/P888+za9cuXn/9dQyG+x/N+N/E+W692DmN95ai+loR+SfXr4IffviB9u3b4+LiQnh4uH14RUJCAu+9916uAxSOZbyyDkvMQRSdO26Vhzg6HCHs3KoMx6VcL1BtxG59AWvytTxrO/r3TzBdO4nGxRWXspBy9u7bWAghRGac/ELQOLuDzYKTXwhOfqVkj/hCoEePHty8eZPp06dnevz69esFHFH2PP3000RHRzN37tx05cuXL+f06dP2VbsL0uzZs4mLi7Pfj4uLY86cOXh7e9OqVfovtbt3786pU6cYMiTt82S/fv1ydW2TyURUVFS2E+ecxgtF97Ui8k+uB+NMmTKFOXPm0LNnT5YvX24vb9KkCZMmTcpt88KB0nqdpwLgWmkgGoOvgyMS4jZFUfBqPAtz1D4ssYeJ3fYCvu02omhy97ZmirzAzZ8nAxDw9FvoPK7gUq5HXoQshHjIKIqCoURVUs7swRRxHOeSVR0dkgCGDRvGxo0bGT16NGFhYbRp0wZPT08uXrzI5s2bcXZ2ZsuWLY4OM4NRo0axatUqhg4dSnh4OPXr17dvVVWyZEmHfO729/enYcOGvPzyy6iqysKFC7l48SLz58/PsHhw165defXVV9myZQvNmjWzzzW+X+7u7mzdujVHQ9BzEi8U3deKyD+5Tp5PnDhBixYtMpR7enoSGxub2+aFA5mub8d8Yxdo9IVmX2ch7qToXPFptYrIX+phuhZGwoHxeNaZmqs2byx/E9WUgmulFvi2e1d6iYQQuaIv/ggpZ/ZgLGJ7PD/InJyc+O2335g1axZLlixh/PjxAAQHB9OgQQN69erl4Agz5+npyc6dO5kwYQJr1qxhyZIl+Pn50atXLyZNmpRhj+eC8MEHH7B9+3a++OILrl+/ToUKFVi6dCn/+9//MtT18/PjscceY926ddnuKb6XnM7dzkm8UHRfKyL/5Dp5Ll68OKdPn86wat+OHTsynTsgio6kf1fYdq3wMlrX4g6ORojM6bwq4dV0PrFbnyfp0HvoizXDuWTH+2or+cwe4v/+HhSFoJdmSuIshMg1Q1DaTiQpp3YSEzYf043TBHQZj0bvco8zRX7S6XQMHTqUoUOHOuT6oaGhmS7y1bt3b3r37p3leX5+fsycOZOZM2fetf27tZPV4mK3tp/NCZ1Ox8SJE5k4cWK26jdo0IB169Zl2vFWEHIa761zHPlaEYVLrpPnV155hWHDhvH111+jKApXr15l9+7djBw5knHjxuVFjMIBLPGnMF5eCyiFutdZH9gc95rjcfKrc+/K4oHlUqY7puvbSD4+i9jtLxHQKRyte0iO2lBVlRsrRgHg1bQnziE17OXmGztIvfgT7rUmonHK+z3s3ap3QOOWtrWGzqdEnrcvhHAcffFHgLQv5xIPrQPAq0kPGcIthBBFUK6T51GjRhEXF0erVq1ITU2lRYsWGAwGRo4caV8QQBQ9Sce+BMBQ8nF0nhn3GiwsDEEtMAQ55ttLUbh41v8E8809mKP2EbO1O34dtqJo9dk+P/HgWpJPbENxMlCsa/p5Y7E7emNNOItTsSa4lM77BVk8anbEo+b99ZYLIQo3Q3Ba8qwaE+1l5hunJXkWQogiKE/WXJ86dSqRkZH89ddf/Pnnn9y8eZPJkyfnRdPCAWzmBFJOfw2AW+XXHByNENmjaA14t/weRe+N+eafJOx7K9vnqjYrN74fDYBv26E4+d3utVYUBeeQtH0ojRdW523QQogHnr5YOdBoUS0me5nx2ikHRiSEEOJ+5dmGZa6urtSrV48GDRrg7i57ARdlKacXo5oT0HpWQh/c1tHh3JU19SbmmCNYk686OhRRCOg8yuDd7BsAko7OIOX8qmydF7djMcbLh9G4+eD/5JgMx28lz6mXf0W1mfMuYCHEA0/R6dEHpF8DxnzjtIOiESJv9O7dG1VVadmyZY7OmzBhAqqqZlgrKb/db7xC/Nd9D9tOSUlh8+bNPPnkkwCMGTPGvsczpK1+N3nyZJydnXMfpSgwqmoj6VjaIhRulYegKIV7Q/jkE/NIDH8Hl4r98W4yz9HhiELAOeQp3KqNIunwh8Tt6IOTdzV03o9kWd9mSuHG6rT1GfyfHIv237nHd3Iq1hiNcyC21OuYroVhyOMvlWymVFRrWq+UxuCGosnZ6qFCiMJNX/wRTNdv9zYbr0vPsxBCFEX3nRktXrw43SbtX3zxBbt27SI8PJzw8HC+/fZbZs+enSdBioJjuroJa/wJFCcPXMrL8vuiaPKoMxV94KOolkRiwp7BZk7Msm70pi+wRF/GyS8E38cyX6dBUTQ4h3QGIDUfhm7fWPkWJwZ6cWKgF6nn9uV5+0IIx7o171nRGQAwX5eeZyGEKIruO3leunQpL7/8crqyZcuWsWXLFrZs2cL06dNZuXJlrgMUBSvp2OcAuJTvg8bJw8HRCHF/FI0O70eXo3EpjiX2KHG7+me6NYfNmETU2ukABDw9EY0+65EyhpAuwL9Dt7PY5kMIITKj/3e7KsXp3+Q5+hI2U6ojQxJCCHEf7jt5PnnyJBUrVrTfd3Z2RqO53VyDBg04evRo7qJzEJ1OR61atahVqxb9+vVzdDgFxhJ/+t/tqdKGbAtRlGldg/Bp+T0oOlLPLSf5WMY9MWO2zMOacBOngLJ4NXnpru0ZglqC1hmsJmwpEfkUtRDiQWT4d7sq1WpJK1BVzDfPOjAiIYQQ9+O+5zzHxcWh090+/ebNm+mO22y2dHOgixJvb28OHDjg6DAKXPKJ2YCKoUTHQr09lRDZpQ9sime96cT//Trxf7+BzqsShhLtgbR5xlHr0nqd/Z8cg6K9+9uhonMhoPM/aD3KFvq1AIQQhYv+1nZVpmR7men6KQwlqjgqJCGEEPfhvpPnkiVLcvjwYSpVqpTp8UOHDlGyZMn7DkwULNVqJPl02irFro+86uBohMg7rlWGYY7eT8qZJcRseQa/jttw8qtD7PavscRGoPMthXezntlqS+dZHgCzVSXJopJstpFsUUn59+dUq4rFBjYVbKqa9i+ACk5acNIo6LUKzloFNycFT70Gd70GFRkGLsSDTOfuh9bDH2tCJDq/EJxLVEXjLFOjhBCiqLnv5Pnxxx9n3LhxPPHEExlW1E5JSWHixIk88cQTuQ7wv7Zt28b06dPZt28fERERrF69mi5duqSrM2vWLKZPn05ERARVq1ZlxowZNG/ePNvXiI+Pp27duri4uDB16lQeffTRPH4UhU/qxZ9QjVFoXEtgKNHB0eEIkWcURcGryXysyVcxRWwmemMHfFr9RuSv7wPg/8RbKDq9vb7RqnIqxszNFCuxRhtxRlu6f2ONaQlzXupwPoWG//688mQiBksiJdx1lHTXEuyuw6BV8vR6QoiCpw+sQEpCJEHPf4Rng26ODkcIIcR9uO/keezYsaxcuZJKlSoxZMgQKlasiKIoHD9+nC+++AKLxcLYsWPzMlYAkpKSqFmzJn369OGZZ57JcHzFihUMHz6cWbNm0bRpU+bOnUvHjh05evQoISEhANStWzfTIeUbNmwgODiY8+fPExwczOHDh3niiSf4559/8PT0zDQeo9GYrq34+Pg8eqQFK/nUAgBcy/cuUtvk6AMa4VZ1JE4BDe9dWTy0FK0en1Y/ELW+Ncaog5z+phNEX8fmEcSfIS8QdTSBqFQbkSlWzsVbsNiy166LTsFVp6T966TBVaegVUCjgEZR/v03ra7ZBiarismqkmpVSTLbiDel9Vrf6cBNE1dtt4d2KkCgq5ay3jrKejlRzktHWS8dzjoZOi5EUaIvVp6U07sxyUrbQghRZN138hwYGMiuXbsYNGgQo0ePtq8+qygKbdu2ZdasWQQGBuZZoLd07NiRjh07Znn8k08+oW/fvvaFvmbMmMH69euZPXs206ZNA2DfvrtvBRMcHAxAtWrVqFKlCidPnqRevXqZ1p02bRoTJ068n4dSaFgSL2C6uhEAlwov36N24WIIboMhuI2jwxCFgKqqJFtUey9xTKqNqFQr0ak2olJtRKdaiXJZR5yfkVf/ao4vsLHsIP48ZQEs6dryc9ZQykOHl0GD97+3Wz9rj7+P7vSn+JZ/Dt+mczONJScsNpVLN11I+Xfb1/ahLlz0ceZKopUrCRYSzCrXkq1cS7ay62raF3UaBcp66ajsq6eqnxOVfJxwdZJkWojCTB+YNu3DdEOSZyGEKKruO3kGKFOmDL///jvR0dGcPp32x6B8+fL4+vrmSXA5ZTKZ2LdvH6NHj05X3q5dO3bt2pWtNmJiYnB1dcVgMHD58mWOHj1K2bJls6w/ZswYRowYYb8fHx9PqVKl7u8BOEjKqYWAir54a3QeWT9WIQqa1aaSZFZJNNuIN/1nCLUp/VDqOKMNczZ6jKtf+gXfpAuk6L2JCqlMXXUrAf7lCShWET9nLaFeOoJctShK5kOlU0vXI+ZULJZrm/LkMeo0aT3XKf/ef7SECy7lbo90iTfaOJ9g4UysmbNxaf9Gpdo4HWvhdKyFX86CVoFHfJ2oHWCgdjE9Jdyzjl8I4Rj25Fl6noUQosjKVfJ8i6+vLw0aNMiLpnIlMjISq9Waocc7MDCQa9euZauNY8eO8corr6DRaFAUhc8+++yuXwYYDAYMBkOu4nYk1WYl5fRCAFwrFL1tuWzGWGymWDRO7mic/R0djsiCxaaSaFZJNNlINNtIMqskmGxpZWYbiSb133Lb/9m77/imqveB45+b1aR7UiizQCnQllX23kOUJYIoCoIioiLgQnGDoqL+4KsUF0sEJwLKUPaS3cGGMloKtHTPtEma5P7+KK2UFuiCtOW8X6+82tzc8SRpk/vcc85zblhPLtPYYp1KwtVOgZudAnetAg+dMu+nVombnYR1/3eYgVqde/OCYQJyVhYkgSK6BppafVA61CHTaka25oJsRraar//MBasZqzkLkLBkXiTxr3ZIkpT3mKRAklSgUP33U6FBUrug0Lgi2bmh0Lhd/90DpUNdlA71UOhq3Pb5ONspaGGnoYXnf+Oyk3IsnEo2cSoll1PJJuKzrZxMzuVkci4/ngFvewUda2npXMuO+s4qkUgLQiWgqZGXPBsuhXPx7daYkqJpPPc0KteaNo5MEARBKKkyJc/Hjh0jMDCw0LzOt3Py5En8/f0LTW11N918oijLcolPHjt37szx48fvRliVkiluKxZ9DJLGDW294bYOp9T0ZxaSFf4WuibP4Nr5W1uHc185kWQiTm/BaJELbjcnv/mJscFSvgJb9ioJR7V0vfu0slA36pt/19ymuJb+9E4uXY5A0tjj/ch3oMwl+/SX6M8sxGpIwBD1U6niMicfKdfzAkChAWri1q8NSl0tctO3oriahsotEIWuVrGfXZ46Jd3r6OheRwfANb2Z8AQTEYkmTl5PptddyGbdhWxqOSjpVMuOTj5a6ooWaUGwGbV3IwCshkwMMREAmJKiRPIsCIJQhZQpm23dujXXrl3Dy8urROt36tSJiIiI23Z/rgienp4olcoircwJCQl3Zfx1dZBfKEzXaCySSnuHtQUhz+FrRj4LTS/VNhJgr5ZwVCtwVEs4aq7/VCtw1NywXK0o9Ji9WkKlqJiEL/mf/wPAtes4lI55PUqc2szBseXbmBIPYLq2Ezk3ExTqgtZjJBWSQv1fi7LSDuPl9RivrEddoyuOQa8jKdR5dR9kM1hzkWUzWM3IFiNybjpWYypWUyqyKRWrKQ2rIRGL/jLW7FiwmoAYsMZgyQT9sQ3o818zjRtqt0BUbi1Qe3VE49Xp+jzThV+Pmg4qBvmqGORrj8EsE55gZF+ckfAEI3F6C3+cz+aP89nUc1LRp56WrrW1OIox0oJwTykd3FHYu2LNTitYlpsYBY072S4ooUyio6Pp2bMn0dHRtg5FuEfEey7kK1PyLMsyb7/9Nvb29iVa32QyleUwpabRaAgODmbLli0MH/5fK+qWLVsYOnToPYmhKrEYEjHErAXA3m+ibYMRqowcs5WlJzMBaOyqwtteiVYpYaeSsFf9lxg73ZQg26slFDZs9TTFnycr4i8A3Pu/VOgxSWmHXc0e2NUs2bR0Kmd/jFfWY8k8j12dwWVuzZWtuVj0V7FmX8aSFYM54xzmtJPkpp3AknEO2ZSKKX4Ppvg9cGYhAAqtF+oaXbCr1Rc7n74onZsUOr5WJdHJR0snHy05Ziuh8Sb2xxmISDQRk2lm6cksfjydRcdaWvrU09LUTS1aowXhHpAkCY13YwxR//VYMSVG2TAiwdYuX77MtGnT2Lt3LwkJCQwdOpS1a9faOixBEG6jTMlz9+7dOXv2bInX79SpEzqdriyHKiIrK6ugOBlAVFQUERERuLu7U69ePWbMmMETTzxB27Zt6dSpE99++y0xMTFMnjy5Qo5fneRc+BGsuag9glG7t7R1OEIlZ7bKZJis/HEum2SDFW97Be90dKsycxCnbPkfyDKOLR/ArpZ/ufal8eqI2rMDGu+uYDGAqmyfb5JCjcqpATg1gJs6x8hmA+aMs+SmHsecHIYpcT+5yWFYDYkYY9ZivH7hS+FQFzuffteT6X6Fxv7rVAq61s5rac7KtbLnioHtl3OIybSw56qBPVcN+Dgo6V9fR6+6WjH9lSDcZZoahZPn3KRo2wUj2Ny4ceMIDw/nzTffpFatWlWu4Kwg3I/KlDzv3LmzgsMouSNHjtCrV6+C+/mVrseNG8eyZcsYPXo0ycnJfPDBB8TFxREYGMjGjRupX7++rUKutHIurACq3vRUQsXKn+IpOSdvnuNkg5XkHAtJBguphuuVrE1WMk2Fxy1PCHSqMomzRZ9G6u4lALgPmF7u/UkqLZ4PHij3fvLlXAon93oFXofmfVA6uiOptKjdW+Zd2Go0FgDZYiQ3ORzTtR0YY7dgSvgXq/4yOeeWkHNuCUhKNDV7oq3/MNp6w1Ha/zeW0lGtYJCvPQMb6DifZmbb5Rz2xRqJ1VtYdiqL3yL19K2vY0B9HR66qjPXuyBUJfkVt/PlipbnKmPKlCmsWrUKAKvVSlZWFq6urgWPr1+/nq5du5Z4f0ajkZ07d/Liiy/y6quvVnS4QgWo6PdcqB7uTQWvCtSzZ8+COaVvZcqUKUyZMuUeRVQ15aadxpwSDpIKXYNRtg5HuMusskyKwUqc3kKc3sw1vYU4vYWEbAtJOdYSF/RSSOCsUdC/vo5WXlWnynza7sXIRj12dQJxaF755gVP37OUlC1fAuD77iF0jsVX+JeUdmhqdERToyOOLd5ANmdjit+DMXYLxtjNmFOPY4rbhiluGxkHnkfj3RVt/ZFoG4xEaZ83f70kSfi5qfFzU/NkMyt7rhrYFJ1DnN7CugvZrL+YTWcfOwb72uPror5nr4Eg3A8KkmeFCqxm0W27CgkJCSEkJASomPGv8fHxyLKMm5vbHde1Wq0YjcYK68UplExFv+dC9SD66N2nDBdXAmBXZ5CY4qmaycq1cjLZxMaobBYdzWDmnhTG/Z3I89uTmXMwjcUnstgQlUNYgokrWZaCxNlJLdHAWUVwDQ396+t4rKkDz7d0YlZ7V+Z1c+e7vp6sHOTFN309edjPwcbPsuRkizmvyzbg3n9ahY7vtebqMcbtvOMFvbtFUtljV3sAzu0+w2voMbxGnMcp+BPUnu0BGVP8HjIOvUTCb3VJ2TqYnOjVyJb/alDYqxUMaGDPFz3cebWtC83c1Vhk2HPVyMy9qXx0KI3I1FybPDdBqI40NfIqbnP9cyg3JQbZarFhRPcvo9HIRx99REBAAFqtFldXVx566CHCw8Pv+rHHjx9f0CPy/fffR5IkJEli586dLFu2DEmS2Lp1K7Nnz6ZRo0bY2dnxyy+/AJCcnMzUqVOpV68eGo0GHx8fnn76aeLi4god48b9fPDBB9SvXx+dTkeHDh3Yv38/ALt27aJr1644ODhQs2ZN3n///RJ/n33wwQc4ODjwwgsvFPv4q6++ilKpLPF6ERERJTruzf7880+SkpLuuJ4t32+hepFkW531VVMZGRm4uLiQnp6Os7OzrcMplizLJK5uiCUrGtceP6PzHW3rkMrMcOVvjFf+QlOjC7qGj9k6nHvOYpWJzjBzNjWXs6m5nE/LJSnHWuy6Sglq2Cup5ZB/yyv25alT4K5VolVVjS7YpZVx+HeufPUISidP/L64jEJTMVXlZWsu8avckM16vEacQ+Xc+M4b3cK1H6cWbnlu2K7c8VmyYjBc+oOcS7+Rm7CvYLlk54Gu4Vjs/Z4qttbBhbRcNkRlsz/OiPX6t0MLTzUP+znQ1F1TZH1BEErOnHaNyJdqFVrm98Ul1B71yrzP8p53GAwGoqKi8PX1Rau9P2bdyM3NpX///uzbt48nnniC4OBg0tPT+f7774mNjWX37t20bdv2rh1///79HDx4kOnTpzN8+HBGjBgBQL9+/di0aRNPPfUULVu2xGw2M3bsWJydnWndujUBAQF06NCBs2fPMm7cONq3b8+JEyf45ptv8PHx4fDhwwWzyyxbtoynnnqK4OBgAB5//HFMJhOff/45BoOBH374gaeffppJkyZRt25dfv31V3bu3Mny5ct58skn7/gc9u3bx1tvvcWOHTs4deoUzZo1K3gsMjKSoKAgJkyYwBNPPFGi9RYtWlTq1zElJQVfX18aNGjAtm3b8PQsvjHI1u+3UDWU9LOwynXbFsovN2EflqxoJJUj2roP2TqcctHWGYi2zkBbh3HPmK0y59JyOZ5k4mxKLufSzBiL6XLtpVNQ31lFfScV9Z1V1HXKS5SVFTTlU1WSuv1rANx6PluQOMuyjEzR1y3XamVvfBT/XD2LWbbipXXAS+uIl50DDZ088HP2RKvK68osKdSo3FuTm7AXU/zeciXPd4PSsR4OAdNwCJiGOT2S7PPLyLmwHGt2LNmnF5B9egFqzw44NH8JbYORedNxAY1c1Uxt7cJofwtrzuvZfcXAsaRcjiWlEeihZmQTB5qJJFoQykTp4o1k54Bs1BcsMyVGlSt5vpvyamLcmxlTSstepSlzT6Ivv/ySnTt3smnTJgYO/O8cYsqUKQQGBvLKK68Uqe8zefJkfvzxx1vuc9OmTXTr1q1Ex+/UqRO1atVi+vTptGjRgrFjxxZZx2AwEB4eXqir9ltvvcWZM2eYP38+L73036wRnTt3ZuzYsbz99tt8++23Rfa1f/9+1Oq8z/iAgAAeeughHnnkEQ4ePEibNm0AmDhxIvXr1yckJKREyXPnzp2ZPXs2Xbt2JSIiolBSPH36dBwcHJg9ezaenp4lWq8s3N3dWbt2LQ8++CB9+vRh+/bteHh4FFmvLO83VOx7LlQfZU6eQ0JC6N69O4GBgRUZj3AP5Fzvsq2t/zCSqmTTjQm2k2qwEJpgIiLBxIlkEznmwkmfvUqiiZuapu5q/FzVNHBRVfk5fGVZxmAxk202ob9+yzbnojcbb/j9+mO5JrIteT/1ZhPZltyC3+1Tr/DeqW1YkXhIbyT6p/cKti8ueb4TCQlfJ3eaudSgg1c92jp0pqm8H13CXuz9xlf8C1FBVC5NcA7+CKfWH2CM3ULOuSUYLq8jN+kgabsfQ3HkFez9p2DvPwml1gsAb3slk1s4M6KxA2vP69l5xcCJ5FxO7E+jlZeGx5o6Ut9ZXH8VhNKQJAmNV0OMV47j1msyji0fQFsnyNZh3VK22YTjj7NsHUaxssZ+iIO6bLU3Vq5ciZ+fH23bti3S5bdfv34sX76cnJycQonr119/zddff12umEvjueeeKzLGec2aNbi7uxep6/PYY4/x3nvvsWbNmiLJ8+TJkwsSZ4AuXboA0LFjx4LEGfKme23fvj3//vtviWNs3rw5AGfOnClYtnHjRjZu3Mj//ve/gpbgkq53szlz5mA2m+8YR6dOndi2bRt9+vRhx44dRcaRl+X9hnv/ngtVQ5nPfOLi4nj00Ufx8vLihRdeYPjw4SgUVfuE/X4gW0zkROeNm9E1etzG0ZSfNVePbMlGUmpRqJ1sHU6FSci2cOiakYPXjJxLzS2U5jlpJII8NTR31+DvrqaOo9Jm8ydbrFYiMxJJMujJseSSY87N+3nD79nmwvdvXCcv8f0v2c1PbLMtJqwVMKLk5Qu7ANjj3oBDVhkMWXfcpobWkcF1m+Fp50CiIYtEg554QybnMpJINxm4mJnMxcxkNlw5DYAdLxB8IY3RbnsY1aAlNe0r53ANAEmhQltnENo6g7DkxJN99huyzy7Cmh1LVvhbZB2dja7R4zgEvIzaNe9kp4a9kkktnBne2IG1F/TsuJw3Z/TRxBS61dYy2t8BT1GdWxBKTO3ZAOOV49jVa4lT66rd+6uqOn36NDk5OXh5ed1ynaSkJJtOHeXn51dk2cWLF2nVqlWhZBjyLsoEBASwbt06MjIyCnXf9/X1LbRufmLZoEGDIvt3c3MjOTm5xDG6ubnh5eVVkBSbTCamT59OQEAAzz33XKnXu9mcOXMwGo0ljufYsWNER0cXSZ6rwvstVB1lTp5nz57N7NmziYuLY8uWLcyePZt33323ImMT7gJj7D/IxhQUuppoava2dTjlpj81n6zwt9A1eQbXzkW7KlUl2blW9scZ2XXFwNmbijT5uapoU8OOll4afF1UNkuW82XmGpj07+9suHKazNySf7GVhZ1Shb1SjYNKg4Nag70y76eDSpO3/PrvDioN9qr/fndApu2hxQAEDX6V/S0euGEfatSK4hM+NzsdCqnohUBZlkkwZHEmPYHjKXHsTYhmZ9w54g169lk82XdwHdMP/UnvWo15rGFrRjVoWeZWkXtBqfPGqdU7OAbNJCf6V7JPLSA3+UjBtFfa+iNwbDELtUdey4SXvZJngpx5qKE9P5/Vsz/OyO6rBvbHGRjYwJ5hje2rfI8HQbgXNF4NgKoxTZW9SkPW2A9tHUax7FVlHz4iyzLNmzdnwYIFt1zndonWvWBvX7qegbcqYaRUFv9dd6vlpdWkSZOCpHjBggVERkaydetWVCpVmda7kcFguOPxTSYTjzzyCH/99RfffPMNrVu3LrJOVXi/haqj3H3uatWqVaKxEULlkHMhr8u2zncM0i2SB+HekWWZM6m5bLmUw6FrRnKv1/qSgGbuajrUsqN9TTvctZXrvXr18Hp+jooAwEGlwcfeGXuVBp1SjU6pQqdS5/2e//PG32/46aC6MfFVF0mC7VVqVGX8O00/+AtXs9NQudWmS69nkJTl+7iTJAlvnRPeOid61GzEC827IssyB/7oyNaMXNY7D+VQRiZbY8+xNfYcrxxez/NNO/NCsy7U0FXeXhGSUoN9o7HoGj5ObuJ+9Cc/x3Dpj4KbXe2BOLZ4C413Xle/mg4qprVx4cG0XFaezuJUSi5/Xcxm++UcHvFzoH993X05tl4QSkrtmdcSmJsUbdtASkCSpEp9EbCsmjRpQlxcHL17965SvSYbNmxIZGQkubm5RVqfT506haen5z0vVuvv78+qVauIjY1l9uzZDB8+nD59ik4JWdL1SuPmxPmZZ54pdr2q+n4LlVOZzyafeOIJvvnmm1JfGRNsx2rKwHB5HQC6hlW/y3ZVZrTI7L1q4J9LOVzK+G88Tx1HJd3raOlWW1vpEuZ8W2Mj+ebsAQDW9h7Pg3Wbo6yEX0apO74BwLX7xHInzrciSRLNfdrQIPNrXqrXi6Smb/LzxQgWnzvExcxkZh/dyqcndjKuUVvebNmb+reYv7kykCQJTY3OaGp0JjftFPpjc8mJWoXx6t8Yr/6NxrsHjq0/wK5mdwAau6p5p6MrEYkmVp7J4nKmhWWnsth2OYfxzZ0I9BRFxQShOGrPBgAYr0WSfX4/lqwUnFoNtm1Q95knnniCV199lXnz5vH6668XeTw+Pr6ganVlMnz4cD788EO++eabQlM//fzzz5w/f55Jkybd85j8/f0xGAyMHTu2oJp3edYrDZPJRHJy8m0TZ6i677dQOZX5jHLVqlV8/vnnBcnzs88+y8cff1xonEFxV8YE2zHErAGLAaVLU1Qebe68gVDhsnKt/B2dw6aobLJy87pYaRTQrbaWPvV0NHRRVeg8xGVhtJi5ok/jsj6NuJxM4nMyic/JIt6Q9/uBxBgAXmjWhaH1K2fBQOO1SLJP7wBJgVuPiXf1WLqGY1G5BqCp1ZuGTh682bIPrwf1Yk3MceYd38mhpMt8G3mAZecP80KzLrzZog8e2sLzZEsqOxTa663TxXQZv9fUrs1x7b4Cx1bvkXXiE3LOL8MUv4uUv3tgV3sgTm0+Qu3RGkmSaH19OMG2GAM/n81LomcfTKNjLTueaOYoxkMLwk00Xnktz8Yrx4me3RlJraXpd9k2/+y/n7z00kts2bKFmTNnsnPnTvr06YOzszMxMTFs27YNrVbLjh07bB1mEa+99hq///47U6dOJTw8nHbt2hVMVVWnTh0++OCDex6Tv78/ADt27GDWrFlFxliXdr3ScHR0ZNeuXXfsgl5V32+hcipz8nzz2IqffvqJ119/vSB5jo+Pp379+iUaryDcG4boX4HrXbbFl/Q9lW60siEqm82XcgqqZXvpFAyob0+vulocNfcuYco2mzifkcT5jGSispKJycpLlC9np3FZn058TuYd9+Hv4sXc4AfuQbRlk7bzOwAcWwy661PAaLy7FHRpzqdUKBjZoCUP12/B3vgo3ovYzPa483xxcjffRx5iZoteTG/evWDaK+9H5+H96Ly7GmdZqJwb4dr5W5xavkPWsY/IjvyuoCVa22A0Tm1mo3L2QyFJ9Kuvo1MtO36N1LP5Ug4H4oyExRsZ1tiBIQ3tUSvFZ44gwH8tz1gtAMi5BixZyaiciq84LFQ8tVrNhg0bCAkJYcWKFQU1e3x8fGjfvj3jxo2zcYTFc3Z25t9//+W9995j7dq1rFixAg8PD8aNG8cHH3xgk9bT/KS4Tp06vPHGG+Ver7RKMna7qr7fQuUkybeqMHAHCoWCa9euUaNGDQCcnJw4evQoDRs2BPKS51q1amG1Wisu2iogIyMDFxcX0tPT7/m4k9uxGtOI/6UGWHPxGnYalWtTW4dUITKPflipC4blmK38dTGb9RezMeadJ1HPScnwxg50rGV3Vwt/JRv0HEuN41hKHCfTrnEuI4lzGUlczU6/47ZapYq6Dq742DtTU+eMt9YRb50TNXVOeOsc6VmzUaUdB2fNNXJueh0smUnUnfZnpahmK8sym2Mjef3IBo6mxALQyMmDLzsOY1CdZnfYuvIwZ1wgM+IdDBdX5S2QlOj8JuDU6n2U9rUK1ovOyGXZySxOp+QVvvNxUPJMkBPNPURXbkEAOPOcK9YbPot93w9F16BsPcLKe95hMBiIiorC19cXrVZbphiE+9eFCxdo3Lgx77333m0LB5d0PUGwlZJ+Ft7VSTpF62blYbi8Dqy5qFwDq03iXJmZrTLbYnJYfU5Puinv+lRDFxUP+znQpoamwpPm2Ox09idc4nDSZY6mxHIsNY7Y7Ixbru+m0eHn7ElDJw/qObhS98aboyuedg5V9v83M2wtlswkVG61cWwx6J4c05x5EdO1nSidGheMCb6RJEkMqO1PPx8/Vl0M5/UjG7iQmcwDWxYzvF4g8zsMpZ6jWzF7rlxUzo1w676S3MDXyAybhfHKBnIiv8Nw8SccW8zCofk0JJWWBs5q3u3oyr44Iz+cyiJWb+H9A2n0qqNlbDPHe9rTQhAqI42nL4aYiIL75pTLUMbkWRBsKSIiAqDQnNHlWU8QKrtyJc+rVq2ie/fuBAUFASJZrswM0b8BoG3wiI0jqVhq9xboGo1D49XJ1qEUOJ5kYsmJTGL1eU3NtRyUjPF3oH1Nuwr5H7FYrUSkxLIvIZr9iZfYlxDNpazUYtdt6ORBC7daBLh608TFiybOXvg5exYZc1udpO9dDoBrt6fuWqGwm+WcW0LWsQ/RNX6q2OQ5n0JSMLZRMEPrBfBe+GYWnNrLmpgT/BN7lo/aPMCLzbsUO01WZaN2b4l73/WY4veQcfhlcpMOkxn2BtmR3+LUdh7a+iOQJIkuPlpaeWn46YyeLTE57LhiIDTByJPNnejqUzH/D4JQFak9GxRKnnOTL9suGEEoh/ykuLgposqyniBUdmU+s+zatSvvvvsumZmZqNVqzGYzb775Jl27dqVNmzZivrRKxGpMwxi7Gah+ybO27kNo69q+Wy5AmsHCD6ez+Dc2b95jZ43ESD8H+tTToSrn1D1X9en8c/Us/1w9y5bYSFJNOYUeV0gSQW616OhVj1buPrRw8yHIvSZO6vurC5457RpZx/8BwKXLvZtCT+3ZHoDcpEMlWt9JreXz9kMY37gdUw78gfOxjaSfWM93Oid6PLmApg3b3c1wK4zGuxsegw+Qc+FHMkNnYsmKIm3nSDTePXBuPx+1Rysc1AqeDnKia207vjueyZUsC19FZLD7ioZJQU542YuCYsL9p2Dc83W5KTG2CUQQyik8PBwPDw/q1KlTIesJQmVX5uR59+7dAJw7d47Q0FDCwsIIDQ3l7bffJi0tTbQoVCKGy39e77IdgNq16oyvrCqsssy2GAOrzmSRbZaRgAENdIxu4oC9umytiFbZyoGEGNbEHOfvK2c5kXat0OPOai2da9Snc40GdK7RgPZede+7RLk46QdWgWxF17gTdjX97tlx85Nnc9oprKYMFJqSjTsMcq/FrkHPse38TmqfPgHA4xu/4tEe45kR0KNSTgF2M0lSYN/4SbT1R6A//glZJz/DFL+LpL/aYN/0eZzazEGhcaGpu4ZPurnz54Vs/jiv51iSiVf3pPBEM0d619WK7wzhvqL2KlxpWLQ8C1XV+vXrK3Q9Qajsyt2n0c/PDz8/Px599NGCZVFRURw5coTw8PDy7l6oANW1yzaAbDEhW3ORFCok5b0vYJVisLDoaCbHkkxA3rjmpwOdaORa+inarLKVfQmX+C3qKKsvHS9U2EtCop1nHQbU9mdg7aa096qLSiFa7G6Wdr3L9r1sdQZQ2tdE6VAPiz6G3ORQ7Gr1KvG2CklBkHstUq7fN1ksvHZkAxuunGZFt8eo6+h6V2KuaAq1I05tZqNr8jSZR17DEP0r2We+wnDpd5zb/R9a39GoFBIj/PKK5S06lklkai7fHs/k4DUjk4KcxLRWwn1Dc3PLc7JoeRYEQagKypQ8d+7cmVatWtGqVStatmxJixYt0Ol0BY/7+vri6+vLI49Uv2StqrGa0qttl22ArBOfkhX+tk2qbe+PNfDdiUz0uTJqBYxp6sigBrpSFwO7mJnMD+ePsPz8EaJvGLvspLbjobrNeahuc/r6NMGzGo9TrgiGmKMYLx9DUmlw6TD6nh9f7dk+L3lOPFiq5Plms1r24enL59h17SIt133Ot11GMrJBywqM9O5SOdbHrecvGGOfIf3AFCwZ50jbPQbNucW4dApB5eyHj6OK9zu5sjEqh5/PZnE00cQru1MY19yRnnVEK7RQ/f3XbVsCZHJTRMuzIAhCVVCm5Hno0KEcPXqUBQsWEBkZCUDjxo1p2bJloaS6Vq1ad9iTcLflddk2oXJphtq1ua3DqRYMZpnvT2Sy52reHOYNXVQ839KZOk4l/3cyWcz8cek4X5/dz65rFwuWO6u1DK8fyMgGLejn0wS7e1TwqjpI+/cHABxbD0HpcO8rV6u92mO49Du5yaHl2s/QeoEEt36Qx3av5EjSFR7ZsYKJfmdZ0GFopZ0erDh2Pn3xGnIs7wLXsY8wxW0lcW0Qji3ewDFoJgqlHQ82tKdNDQ0hRzM4l2bm62OZHIwzMrmFE65a0QotVF9qrwbXf5Ph+sUi2WpFqgJDNQRBEO5nZTozf/311wt+Dw0NZejQobRu3Rq1Ws3KlSt58803kSQJT09P4uPjKyxYofQM0b8D1bPV2Rau6c18HppOTKYFCRjR2J4Rfg4lLggWm53ON2cP8O3ZA1zLyQTyumT38/FjvF87htULRKcqfZfv+51sMZO+fyUArl3H2SQGtXteBdHclPIPV/Fz8WLf4Bd5N/wfPj62g8XnDrEnPopVPR4n2LPqFFuRVFqcWr2DruFjpB94HlPsZrIi3sMQ/RsuXZag8WqPj6OKDzq7sf5iNr9G6glPzBsLPbmFM8HeVedigSCUhlLnjNLBHYs+Bd93j6DzFdP3CIIgVAXlbtaaNGkSCxcuZOjQoQXLNm7cyKRJkxg/fnx5dy+Ug9WUgfFqXuVhkTyXX3iCkS/DM9CbZVzsFExr7UxzD02Jtj2dFs+nx3fw44UwzLIVgJo6Jyb7d2Jik/bUcXC9i5FXf1knNmNJj0fp5IVj4ACbxKD26oB7v79RuVfMNBxqhZKPgh+gv08Txu7+iciMRDpt+JL/dRjKs/6dqlTXZpVzY9z7/Y0h+lcyDr6IOe0kyRs74RDwMk6t3keh0jGkkQOta9jxv/AMYjLNfHoknf71dYxt5oidsuo8V0EoKZVHXSz6FMwZ1+68siAIglAplLt/0OnTp2nRokWhZQ888AAhISEcPHiwvLsXysEY+w9YjShdmqJyDbB1OFWWLMusOa/nk8Pp6M0yfq4qPu7qVqLE+WDiJYZvW0bzNfNYdv4IZtlKlxoN+LnHWC49Mot3W/cXiXMFSL/eZdul02NINmq5V6idsKs9AKWuRoXut2etxhwb9jLD6wWSa7Xw3P4/GL/nZ7LNpgo9zt0mSRI639F4DTuFtuHjIFvRn5hH4p+tMMX/C0BdJxUfdXFjsG9eDY3Nl3J4Y28K0em5tgxdEO4KtXtdAMxivLMgCEKVUe7kuUOHDnz99ddFlgcFBYlq2zZmNSQCoHYNqFKtVJWJVZZZcjKLn8/qkYF+9XS829EN9zuMxwxNusLgLd/Tcf2XrI05gYTE8HqBHHjwRfYOfoHRDVuhEeOZK4RFn0Zm2FoAXGzUZftuc7ezZ3XvcXzadjAKSeKHC6F03vAVFzKSbB1aqSm0nrh1/xG33utQ6GphyYgkeVM30g++hGzORq2UeLK5E7Pau+Jmp+BqloU3/01l/cVsZFm2dfiCUGHyk2cxTZUgCELVUe7kOSQkhK+//prx48dz7NgxrFYrBoOBzz77DAcHUR24chCJc1nkWmT+F57B5ks5SMBTAY48HeSE+jZdSE+kxjFi2zLa/jWfjVfOoJQUPOXXjlPDX+WPPuPp4FX/3j2B+0RG6B/IuUbsagegrdfKprHkpp4kI/RNsk5+UeH7liSJV4N6sXXAs3hpHTiaEkvbvxaw4fKpCj/WvaCtNwSvYafQ+U0AZLJP/4/Ev4IxJR0BoIWXhk+7u9POW4NFhhWns5h3JJ0sk9W2gQtCBVF71AMgM3wdV78dR8q2RTaOSBAEQbiTcifPzZo14+DBg1y+fJlWrVqh0+lwcnJiyZIlzJ07tyJivKfOnj1bUDE8//msXbvW1mEJt6ByaYa2/kjUHsEVut8cs5VPjqSxP86IUoIXWzszsIH9LddPyMnk2X9/p+W6L1hzvaX5iUbBnBnxGku6jqapa8V25RX+k3HgZwBcOj1u8x4WlswL6I/PJef88lJtZ1evFU7tRuLUbuQdK4X3qtWYsCHT6ehVnzRTDg9uXcK74f9glateUqmwc8W1y2Lc+m7Ka4VOP0Pyhk5kHp2DbDXjrFHwcrALTwc6oVZAaIKJ1/emEJkqunELVV9+y7PxygnS//0B/entNo5IEARBuBNJLmM/uDfffJNhw4bRvn37gmWXLl3i6NGjKBQKgoODq/xUVVlZWTRo0IBLly6VuBU9IyMDFxcX0tPTcXZ2vssR3p7+TAgZB55HW38kbr1+s2ksVUl2rpUPD6VxPs2MnVLi5WBnWnoVX/XXaDHzv1N7mHN0Gxm5eVNXPVw/iA/aDKC5a817GfZ9yZyRQOTUWiBbaTzvApoaDW0aj0V/mYTf6oGkpObjWUgq7V07lsli5uXDf/HV6bzxwg/XD2J5t0er1HRWN7Iakkk/8ByG6LzPKrVXR1y7rUDl3BiA6PRc5odnEKe3oJRgjL8jgxuWfl51Qags9Gd2c2luj4L7usad8X3731Lvp7znHQaDgaioKHx9fdFq795nliAIQmVW0s/CMg+6jIuL48EHH0SpVPLQQw8xbNgw+vTpQ/361adb6p9//kmfPn1E9/P7iMEs88nhdM6nmXFUS7zR3pXGrkULUMmyzLqYk7xy+C8uZCYDEOxRh/kdhtLV2/deh33fyji8GmQrWt92Nk+cART2dVDYeWI1JpGbdgKNZ9u7diyNUsWXHYfT1qMOz+z7ndWXjhOVlcKffSZQ28Hlrh33blFoPXDt8Qs5dYeQceB5chMPkPRnK5zb/x86v6dp4KLmoy5ufHs8k/1xRn48k8WpFBNTWjrjpBFz4wpVj9qjbqH75rSrNopEEARBKKkyn3EsXbqU+Ph4fv31V1xdXZkxYwaenp6MGDGCZcuWkZR0dwrZ7N69m4ceeggfHx8kSSq2S3VISEjBVYPg4GD27NlTpmP9+uuvjB49upwRC1WF2SrzeWgaZ1JzsVdJzOpQfOJ8PiOJ/pu/Zfj2ZVzITKaWzpllXUdz6KGpInG+xzIOXu+y3aFy/J9KkoTKI2+qKnMFzPdcEuP82rF94GQ87RwIS75Ku78WcCSpahYgkiQJ+0Zj8Rp6HE3NnshmPen7JpG2azRWYxr2agUvtXYu6MYdlmDijb0pXBTVuIUqSO1WG27oOZGbGiuK4lUhO3fuRJIkli1bZutQBEG4h8p1uV6SJLp168ann37KmTNnOHToEB07duS7776jdu3adO/enc8++4yrVyvuaqper6dly5Z89dVXxT7+yy+/MG3aNGbNmkV4eDjdunVj0KBBxMTEFKwTHBxMYGBgkVtsbGzBOhkZGfz777888MADt43HaDSSkZFR6CbcO5lH5xC3TCJ937Pl2o8sy3x9LJNjSbnYKfNanBu6FE6czVYLnx7fQdDaz9gaew47pYpZLfoQ+fDrjPNrh0ISrV/3Um7KVbIj8y6MObcfZeNo/qO+Ps9zbkrEPTtmV29fDj00lQBXb+JyMui2cSG/Rt2741c0pWM93Adsw6ntpyCpMET/RtJfrTElHkSSJPrV1zGnsxs17ZUk5lh5Z18qu67k2DpsQSgVSaVB5XLD8B5LLpbMqldBv6rJT3pvvDk6OhIcHMyCBQuwWCy2DlEA5s+fLy5MCJVShc6V06xZM5o1a8Zrr71GYmIif/75J3/++ScAr7zySoUcY9CgQQwaNOiWj3/xxRdMnDiRp59+Gsj75/vnn39YtGhRQQGz0NDQOx5n3bp1DBgw4I7jf+bOncv7779fimcgVEa/RerZc9WAQoIZbZxp4lY4cQ5LusLT//5GeErehaC+Pn5803kkDZ08bBGuAGQc/g1kGZ1flyLdH21J5RYEgDn1RIm3SVj9Nml7lgJQb8YGtPValvq4vk4e7Bv8ImN2/cjGK2cYvfNHzqYn8lbLvjYvpFYWkqTAMfBVNN49SNv1KJasKJI3dsWpzYc4BL6S1427qxtfRWQQlmAi5Ggm59PMjGvuiEpR9Z6vcH9SudfFnBZXcN+cehWVs5cNI7p/jB49mgcffBBZlomNjWXZsmVMmzaNkydP8u23395x++7du5OTk4NaXbSHmlB+8+fPp0GDBowfP97WoQhCIXetqczLy4uJEyeybt26Ckuc78RkMhEaGkr//v0LLe/fvz/79u0r1b5K2mX7jTfeID09veB2+XLV7C55PzsQZ2D1+WwAJgU50arGfwWXss0mXju8nvbr/0d4ylXcNDqWdR3N5v6TROJsY/912X7UxpEUpnYNBMCSFV3ibSzZaZhTr2JOvYpsKXsXZGeNlj/7TGB6QHcA3gn/h2f+/Y1ca9VtSdF4tcdzSDjaBqNBNpMZ+jopWwZhyYnHQa3g1bYuPNLEAQnYfCmH9/enkmKous9XuL/kV9zOl5sWe4s1hYrWqlUrxo4dyxNPPMHrr7/OwYMH8fHx4fvvvyc+Pv6W22VlZQGgUCjQarUolcp7FXKJGY1GzGazrcMooNfrbR2CIFSYMifP3t7ePPDAA7z99tusWbOmULdoW0lKSsJiseDt7V1oube3N9euXSvxftLT0zl06BADBgy447p2dnY4OzsXuglVR0yGmZCjmQA86KujV11dwWPbYs8RtPZz5p3YiUW28qhvK06PeI1xfu2qZEtedWJKjCLnwkGQFDi3G2nrcApRuQXg9XAUXiOjbHJ8pULBF+2HENJpBApJYvG5QwzdupSsXKNN4qkICo0Lrj1+wqXzd6DUYYrdTNKfrTHF70UhSYz0c+C1ti7YqyQi08y8sTeVMykmW4ctCHeUP9dzPnOqKBpmK87OznTq1AlZlrl48SIADRo0oGfPnoSHhzNgwABcXFwICsrrXVTcmOcbly1cuBB/f3+0Wi1BQUGsX78egOPHjzNw4ECcnZ1xd3fnhRdewGQq/Hl16NAhxo8fT5MmTbC3t8fJyYkuXbqwZs2aInGPHz8eSZJITExkwoQJeHt7o9PpCA0NRaPR8Pjjjxf7fKdOnYokSURGRt72denZsycNGjTg4sWLDB06FBcXF5ycnBg6dCjnz58vtO7Nz7958+bY2dkxb948ACwWC5999hmBgYFotVrc3Nx48MEHOXz4cME+oqOjkSSJS5cusWvXrkLd62+0dOlS2rZtW/D69OrVi82bNxeJP/89PHnyJAMHDsTJyQkXFxdGjhxZJDdISUlhxowZNGrUqCC+Fi1a8OGHH972NRLuL2Xutv3uu+8SHh7Ohg0b+PTTTzGbzbi7u9O6dWuCg4Np06YNbdq0oVGjRhUZb4nc/A8my3Kpkh0XF5fbXnUUqgeD2coXYekYLTJBnmoea+oIQIoxm1cO/8XSc3kf5nXsXVjU+WEerNvcluEKN8g49CsA9s16oqpkU4JJCjUqpwa2DoPnmnamtr0Lj+78kU1Xz9Bz0yI29JuIt87J1qGViSRJ2Dd5GnWNzqTtHIU57STJf/fEqe08HJpPo423HXO7uvF5aDoxmRY+OJDGM0FOhS6ICUJlU6TluZIlz7IsI5uybR1GsSSNfYVeyJZluSAZ9PT0LFgeExNDnz59eOSRR3j44YcLWp5v56uvviIjI4MJEyag1Wr58ssvGT58OL/99huTJk1izJgxDBs2jM2bN7Nw4UJq1KjBO++8U7D9mjVriIyMZMyYMdSpU4fk5GSWL1/OiBEjWLlyJY899liRY/br1w8fHx/efvtt9Ho9jRo1YujQofzxxx+kpqbi5uZWsK7RaGTlypV0796dJk2a3PH56PV6evXqRfv27Zk7dy7nzp0jJCSEgwcPEhYWho+PT6H158+fT0pKCs888wze3t7UrZv3d/7kk0+yatUqevfuzaRJk0hOTiYkJISuXbvy999/06tXL7y8vFixYgXTp0/H09OTWbNmFYnnzTffZO7cuQQHBzN79mwMBgOLFy9m4MCBrFixosgFg6tXr9K7d29GjBjB8OHDCQ8P59tvvyUjI6NQwv3II4+we/dunn32WVq2bElOTg6RkZHs3Lmz2DiE+1OZk+cpU6YU/G4ymTh69CihoaGEh4ezZcsW5s+fT25u7j3tNuLp6YlSqSxyJSkhIaFIa7QgLDmZRZzegodWwUutXVBI8GtUBC8eWEuCIQsJieebdeaj4EE4qcXcl5VJxoHK2WW7shlSL4DtAyfz0NYlhCZfodP6L9nU/2n8XWrYOrQyU7s2x2PwQdL3T8JwcRWZh2eQm7APly6LqengzOzO7oQczeDgNSNfH8vkcqaZsc0cxXzQQqWUX69BYe+Kc7tH0DUItnFEhcmmbM5McrR1GMVq+m0Wkl3ZpxLNzs4mKSkJWZaJi4vjyy+/5OjRo7Rr1w4/P7+C9aKioliyZAlPPfVUifd97do1Tp06VdAbsW/fvgQFBTFixAjWrFnD0KFDAZg8eTLBwcGEhIQUSp7feuutgjo9+aZOnUrr1q2ZM2dOsclzy5YtWb58eaFlkyZN4vfff2flypW88MILBcvXrl1LSkpKQX2gO0lKSuKll15i/vz5Bcu6d+/OiBEjePfdd/nuu+8KrX/58mXOnj1b6CLE1q1bWbVqFSNGjOC3335Docjr/Prkk08SGBjIc889x+nTp3FwcGDs2LG89dZbeHt7M3bs2EL7joyM5OOPP6ZDhw7s2rULO7u8oXaTJ08mMDCQF198kWHDhhWaZvb8+fP88ssvjBr1X3FRpVJJSEgIZ86coWnTpqSnp7N9+3amTJlyy6LEggAVNOZZo9HQrl07Jk6cyEMPPURgYCA6ne6ez4+s0WgIDg5my5YthZZv2bKFzp0739NYhMpt71UDu64YkIAXWzuTZspg6LaljN75IwmGLJq7evPv4Of5suNwkThXMsZrkRhiIkCpwqntCFuHUyzjtd2k7hxFZthbtg6FjjXqs2/wCzRy8iAqK4XOG75iX3y0rcMqF4XaAdduP+Lc4StQqDFc+p2k9e3ITT2BViUxrY0zI/3sAdgQlcMnh9PJzrXaOGpBKEp1veVZoXXEZ8K3OLV+yMYR3T9mz56Nl5cXNWrUoGXLlixevJhBgwYVmQLVw8ODcePGlWrf48ePLzSMLzAwEGdnZ2rXrl2QOOfr2rUr8fHxZGZmFiy78fw5Ozub5ORksrOz6d27N6dPny52ZpcZM2YUWda3b18aNmzI4sWLCy1fvHhxQdflkpo5c2ah+8OHD8ff37/YKWOffPLJQokzUNDlfNasWQWJM0CjRo147LHHOHv2LCdPnrxjHOvWrUOWZV577bWCxBny3qcpU6aQmprKjh07Cm3j4+NTKHEG6N27N0BBbwOdTodWq+XAgQNER0ffMQ7h/lXuatsGg4FNmzbx+++/s2HDBjQaDQ8++CArVqygX79+FRFjIVlZWYXGWERFRREREYG7uzv16tVjxowZPPHEE7Rt25ZOnTrx7bffEhMTw+TJkys8FsH2VE6NsavzACq3wBJvk2KwsORE3pfU0EYa/ryyl9lHt6I3m1ArlMxq0YeZLXpjp6zQYvRCBck8vBoAh+Z9UDlWzqJtVmMShujfUHm0wanNHFuHg5+LF/sGv8CDW5dwOOkyff75mlU9Hmd4/SBbh1ZmkiTh0Ox51B7BpO58BEtGJMkbOuDS+Xt0DcfwSBNH6jiqCDmaQUSiibf2pfJaWxdqOoj/a6HyyB/zbE6NRbaYkSrZ946ksafpt3fupmwLksa+XNtPnDiRRx99NG9IiL09TZo0wcOj6HdKw4YNCyV7JeHr61tkmZubW0H35ZuXQ954WyenvGE1CQkJvPXWW6xbt46EhIQi26SlpRWpsXNja3k+SZJ45plneOONNwgLC6NNmzZcunSJbdu2MXnyZHS6kg1rcXV1pWbNokOkmjVrxtq1a0lPT8fFxeW2seSPI2/evOgQuPxx5BcvXiQw8Pbnc/n7CQgIuO1+btSwYcMi6+a/18nJyUBeA9yCBQuYOnUqvr6+NGvWjN69ezN06NC7ks8IVVeZP6V/+eUXVq9ezaZNm3BycmL48OGsXr2anj173tXKg0eOHKFXr14F9/OvtI0bN45ly5YxevRokpOT+eCDD4iLiyMwMJCNGzdSv379uxaTYDu6ho+ia1jyrruyLPPd8Uz0ZhmF+jLvn9zK2YxEALrUaMC3XUbSvJKNoRUKywj9AwDntg/bOJJbU+dPV5V2CtlqQVLYvhprDZ0TOwZO5tFdP7L+8mke3v4D/+swlBead7V1aOWiqdERzyFhpO16DFPcVtJ2P0ZuSgRObT6ik48Wbwcl846kczXLwqx/U5kR7EKAh8bWYQsCACpnb1CqwZKLOS2uUk27B3nJV3m6RldmjRs3pm/fvndcz96+9En6rc6Db3d+LMsyAFarlX79+nHmzBmmTp1Ku3btcHFxQalUsnTpUlatWoXVWrQnza3ifOqpp3jnnXf4/vvvCQkJYenSpVit1hJ32YaitYRujvnmx4uL5Xb1h/L3UxK3W/dWj5XkdYe8bu5Dhgxhw4YN7N69mzVr1rBw4UKGDRvG6tWrS30RRaieyvxXMGbMGPbt28e8efOIiYlh4cKF9OnT566X7O/Zs2deAYubbjdWO5wyZQrR0dEYjUZCQ0Pp3r37XY1JqDr2xhrZejWGf9NX8/PVnzibkUgNrSM/dBvDngeeF4lzJZebHIMh6ghIEk5tht55AxtROjYEpQ4sBiyZF2wdTgEHtR1reo/nWf+OyMi8eHAtM49swCpX7S7NSq0X7v3+xiHwdQD0Jz4lddtDWI1pNHRR81EXNxq5qMjKlfnwYBp7rhhsHLEg5JEUCtSutYC8aaqsphzkYhIj4f5x/Phxjh07xsyZM5k3bx6jRo1iwIAB9O3bF4ul9NPweXt7M2TIEFatWoVer2fZsmW0adOG1q1bl3gfqampxc5ac+bMGTw9PUs000yjRo2QZZlTp04VeSy/u/aNRYZvlWjnr1NcF+/i9lNaNWvWZOLEiSxfvpzLly8zYcIE1q5dy65du8q8T6F6KXPy3LVrVzIzM5kyZQouLi506tSJ559/niVLlhAREVGp5pcTBIBdcZd4fPdStqb+wFXjBRSSxNRmXTk74nWeaBwspp+qAjJC88ZM2Tfphsq58ha9khRK1K55XdNy007YOJrCVAolizo9zJw2AwH45PgOntz9MyZL1f7MlhRKnNt+jGv3VaDUYby6iaQNHTCnncFNq+S9Tm50rGWHRYavjmaw+py+VK0dgnC3qFzzKhVf+qQvZ56xx5x6xcYRCbaU3wh18+fTiRMnip2qqiQmTZpEeno6kydP5tKlS6Vqdc738ccfF7q/Zs0azp49y7Bhw0q0/fDhwwGYO3duoecWFRXFqlWr8Pf3L9Sl29HRkdTU1CL7GTZsGJIk8dlnnxWa4islJYWQkBDc3Nzo2bNnKZ5ZnuzsbLKzC1eWVygUtGrVqmD/ggDl6La9e/duAM6dO8eRI0cIDw8nNDSUn376ibS0NOzs7AgKCuLQoUMVFqwg3Czr+CdkHf0AXeMJuHT8ssjj2WYTay+d4JuzB9gdnzcGRkLi8UZteLtlX5q4eN3rkIVyyDyS12W7shYKu5HKLYjc5FDMqSeg/u3jdek4Bm3dlgCoPe7+EBNJkpjVsi+17V145t/fWHkxjGs5mfzRexzOmqpdIE/XcAwqF39Stg/DkhFJ0oYOuHZfhbbuYF5q7YyXTs9fF7P5NVJPYo6FpwOdUCnEhTPBdlRuecmzbMwbW5yberXI/M/C/aNZs2YEBATw6aefkp2djb+/P5GRkXzzzTcEBgYSFhZW6n3269ePhg0b8uOPP6LT6Yqt1n07np6e/PHHH8TGxtKzZ8+Cqaq8vb15//33S7SPvn37MmbMGH766Sf69evH0KFDC6aqslgsLFq0qFAjRocOHViyZAnvvfce/v7+SJLEo48+ip+fHzNnzmTu3Ll06dKFMWPGFExVde3aNX744YcyFSyOjIykR48eDB8+nICAADw8PDhz5gyLFi3Cx8enRF38hftDuStT+Pn54efnx5gxYwqWRUVFFSTUgnA3ydZcZHM2WP+7+piZa2DD5dOsvnScjVdOk23OBfKS5vraAL7q1J/BDXxutUuhkjKnx5MduQcA5+DhNo7mzlQuzQAwp5+547r2fp2x97v3MwKM92tHLXtnHt6+nG1x5+i+KYSN/SbiY+9y540rMbVHGzwfPELazpGY4veQuu0hnII/xiHwVcY2c8RLp2DpySx2XDaQnGNlehtn7NViLJtgG2q32oXumyvZXM/CvaVUKtmwYQOvvPIKy5cvR6/XExgYyPLlyzl69GiZkmdJknj66ad58803eeSRRwoV9yoJBwcHtm/fzvTp05k5cyayLDNw4EA+//zzInM8386KFSto06YNS5cu5ZVXXkGn09GlSxfeffdd2rdvX2jdOXPmkJSUxPz580lPTwfg0Ufzatx89NFHNG7cmIULFzJr1iyUSiVt27YlJCSEAQMGlOq55atbty4TJkxgx44drFu3DoPBgI+PD08++SQzZ84s9WsmVF+SXIZ+a507d6ZVq1a0atWKli1b0qJFixJX7KvuMjIycHFxIT09vURjQO4m/ZkQMg48j7b+SNx6/WbTWO6WzKNzSAp7j5N1J3HEYyi7rl1kX0I0Jut/44LqO7jRQBeIkxxIv7qeTG0tPgCrotSd3xG3dBJa37Y0fO+wrcO5I8Plv0jdMRJtvaG49fzV1uHcVmjSFQZvXUx8Tib1HFz5u/8zNHP1tnVY5SZbTGQceonss18DoPObiEvHECSlhtB4IwvC0zFaoJ6TkpntXPHQ2b6wm3D/SVr/MQm/vVFw3/vxBXj0n1ri7ct73mEwGIiKisLX1xettmr3PBFu7bPPPuPVV19l9+7ddOvWrcTb9ezZk+joaDF9k1DtlfSzsEwtz0OHDuXo0aMsWLCAyMhIIK9qYcuWLQsl1bVq1Spb9IJwGxkmAwcSL7E3PortFzI5zAuYLqvg8n/zezdx9uLhBkGMqB+ENdeLz8MyUCvg8aaONoxcKI+M6122nYMrf5dtALvaA6k5NrtSVNq+k2DPOuwf/AIDN39PZEYiXTZ8xZ99J9DVu+h0K1WJpNTg0mkRKtfmZByaRs65xVgyL+LWazXB3m6818mNTw6nE5Np4e19qczq4Eptx8o1VZBQ/eWPec5nyYi3USRCdWU2m1m0aBHNmzcvVeIsCEJRZTpLeP311wt+Dw0NZejQobRu3Rq1Ws3KlSt58803kSQJT09P4uPFl4BQPjFZqfybEM3e+Cj+TYjmeGoc1kIdJlTUUlnpWS+YnjUb0aNmQ5o4eyFJEmarzCu784o8POhrL1qWqiiLPg39qW1A1RjvDCAp1CVeNzctDktW3t+ppkZDFJp735PH18mDfwe/wJCtS9ifeIm+/3zDim5jeMS35T2PpaI5NHsRpVMj0naOxnRtB0kbOuHedwMNXRoxp7MbHx1KI1Zv4d19qcxs70pj15K/d4JQXqqbu22nF61qLAhlERUVxf79+1m3bh0XL15k1apVtg5JEKq8cl9inzRpEgsXLmTo0P+mjdm4cSOTJk1i/Pjx5d29cJ8xWy0cS4nj34TovFt8FFey04us5+voThfvBnTIPU3rmK8IaDgK1y6PF1lv++Uc4vQWnDUSQxqVfq5GoXLIOroBLLnY+TTHrpa/rcOpcEl/fUTq1q8A8H3vMDrftjaJw1PrwNaBz/LYrpWsiznJqJ0rmJORyJst+lT5avTaOg/g8cC/pGx7EEvGWZI2dMC991q8vLvyfmc3Pj6UxoV0Mx8cSOPlYGdaetnZOmThPqF2K9zyLJJnoaLs2rWLp556Ck9PT955551C9YkEQSibcifPp0+fpkWLFoWWPfDAA4SEhPDll0WrHwvCjXKtFo4kXWZH3AV2XrvA/oRLZJmNhdZRSQpae9SmS40GdPFuQJcavtSyzxvXlXl0DlmX0yjuvN5kkfnjXN60Aw/7OYiCQFVYRmjVqbJ9I/2pBWSfX469/7M4+D9r63BKxF6lYXWvcbx6ZD3/d3I3b4X9zZn0BL7vMgo7ZdXu0qx2b4Hn4IOkbhtCbvIRkv/pg2vXZTg3HMM7HV35PDSdY0m5fHI4nedbOtOlthj/Kdx9RVqe00TyLFSM8ePHl7sha+fOnRUSiyBUF+U+E+rQoQNff/01n3zySaHlQUFBotq2UITFaiU85So74s6zI+4Ce+KjiiTLLhotnbzq06WGL128G9Desy4O6uJbgZSO9dF490Dp3KTIY1tjckg1WvHUKehTVxS0q6qsxmyyjm0Cql7ybDUkYk4Jx5xctT4LlQoFX7QfQhNnT144sJYfL4QRlZnCH73HUUPnZOvwykVpXwuPQbtI2/MEhkt/kLb7MSzZV3EIeJnX27nyVUQG++OM/C8igwyTlUG+oseKcHcptE5Idg7IRj0gWp4FQRAqs3InzyEhIXTs2JH4+HhmzJhBYGAgJpOJzz77rEzzrAnViyzLnEi9xta4c+yIO8/u+IukmwyF1nG3s6dnzUb0qtmI7jUbEuBaE6WiZK3E9o2ewL7RE0WWGy0yay/ktToPb+yAWlm1u5zez/QntyCbclB71kdbr5WtwymV0kxXVRlNbtqZxs6ejNzxA/8mRBP853xW9x5He6+qPQetpLLHtedvZB5+Gf2p+WQeeRVr9lWc2n3O1NbOOGuy+OdSDstOZZGVKzPSz77Kd1sXKi9JklC7+mCKPweAOSMe2WpFKuH3oCAIgnDvlDt5btasGQcPHuT555+nVatWqNVqrFYrKpWKxYsXV0SMQhWTasxma+w5/r56lr+vniE2O6PQ485qLT1qNqRXrcb0qtmIFu61UEgVe5Kw9VIO6UYrXjoFPeuIrpdVWWb4XwA4tR5S5RIYlUtToOomzwB9fZpwYPBUhm1fytn0RLptXMiXHYfzTJMOVe79uJEkKXBu/38o7OuQeeQV9KfmY8mOxbXrcp4KcMTFTsGvkXp+P6fHaJF5vKlDlX6+QuWmcquNKf4c7oNewaXDaFuHIwiCINxChQxga9q0Kdu2bSMmJoaIiAgUCgXBwcFiqqr7hFW2Epp05XqyfJYDiZcKVcPWKdV0r9mQ3teT5dYetVHdxel7ci0yf138r9VZpRAnvFWVbLWSeXQ9AI6th9g4mtJTuuQVN7Ma4rEaU1HYudk4orJp6lqDQw++xPg9P7Mm5gTP7vudg4kxfNVxODpV1a5M7Rj4Mkp7H9L2jsMQ/SspOfG49V7Lw36uaFUSP5zK4q+L2RgtMk8FOKIQCbRwF6iuFw1TOXvbrGCgIAiCcGelTp5zcnJISUmhdu3CBS5OnjxJQEAA9epV7e58QskYzLmsv3KKNZdOsPlqJEnXx2rla+7qzcDa/gys3ZRu3r5o79IJdtaJz9Ef/xhd4ydxbvc5AHtjDaQarbhrFXQXBX+qtJyow1jS41HonHHw727rcEpNoXZEYV8Ha/YVzOln0NToZOuQysxZo2V173F8cnwHs8I2seTcIQ4mXmJVj8dp4e5z5x1UYrqGY1DovEndPhxT/C6SN3XFvd/fDPatg1Yp8d3xTDZfysFokXk2yAmluCAnVDD19bmezWmxNo5EEARBuJ1SJc+///4706dPx93dHVmW+e677+jQoQMATzzxBGFhYXclSKHyuJSVwv+d3MPy80dIM+UULHdWa+nr48fA2v4MqO1PPcd708ImW7KxGpOQc7MAsMoyf14f6/yAr70Y61zFZV3vsu0YNBBJpbFxNGWjcm2GKfsK5vTTVTp5hryxmTNb9CbYow5P7PmJk2nxtPtrAZ+0HczU5l0rfPjFvWRXqzceg3aTsmUQ5rSTJG/sivuALfSp54dGKRFyNINdVwwYLTIvtnIWPVqECpVfcVskz4IgCJVbqZLnOXPmEBYWhpeXF0eOHGHcuHHMmjWLxx57DPmGbrpC9XM0JZZ5x3fyc1QEFtkKQF0HVx5r2JrBdZrRsUZ91HexK3ZJHb5mJFZvwUEl0beeaHWu6jIjrifPrR6ycSRlp3YLwpIVA1TdxPJm/Wo34djQGUz891fWXz7N9EN/sunKGb7vMoq6jq62Dq/M1O4t8Ri8n5TN/bFkRJK8sRvu/f+hW+2W2Ckl5oelcyDOiMmSzvQ2LmjExTmhgqiutzwbrp4i49BvqGs0QtegjY2jEgRBEG5WquQ5NzcXLy8vANq2bcvu3bsZMWIE58+fF4VUqqnI9EReP7KBtTEnCpb1qeXHK4E96F+7SaVradoQldca3r+BDp2qcsUmlI4p6RLGy8dAUuDYcpCtwykz53afFwwpqE5q6Jz4s88Evj67nxmH/mRzbCTN18xjTpuBvNCsS4kr5lc2Ksf6eAzaQ8qWAZhTIkje1AP3vhtoX7MLr7V14bPQdMISTHwRms6MYJFACxVDfX3Ms+nKca4sHIX7wBkieRYEQaiESnV2U6NGDY4dO1Zw38PDgy1btnD69OlCy4WqL9mg56UDawlYM4+1MSdQSBKjfVtx5KFpbB34LAPrNK10ifOFtFzOpuailGBAfTGvc1WX32XbvklXVI4eNo7m7qox4gP8/u8yfv93GW3dFrYOp8QkSeK5pp0JGzKdzjUakGU2Mu3QOjpt+JKI5Ku2Dq/MlLoaeAzcibpGV+TcdJI398Nw5W9a1bBjZjtXNAoIT8xLoHMtoteVUH753bbzibmeK7+dO3ciSRLLli2zdShCJXLy5ElUKhWbN2+2dSg21aBBA3r27FloWc+ePWnQoME9Ob4sy7Ro0YJnnnmmwvddquxnxYoV1KhRo9AyjUbDTz/9xK5duyo0MME2rLKVkNP/0nj1x/zv9F7MspUH6jTl+LCX+bnnWII969g6xFvaFJ031rmzjx1uWtt3IRfKpzp02b6RLMu3HN6idHBD7V4HtXudKjm2u5mrN3semMLXnR7GRaPlcNJlgv+az+R9v3PtpqnqqgqFxgWP/v9gV3sQWHJI3T6EnKhfCPTU8PoNCfTnIoEWKoDKpfDsJCJ5vnvyk94bb46OjgQHB7NgwQIsFoutQxSA+fPnV8kLEy+//DIdO3akf//+tg7lviZJEu+99x5Llizh6NGjFbrvUiXPderUoWbNmgCEhIRw4sR/XXm7dOlSoYEJ915keiI9Ny3i+QNrSDPlEORWi839J7Gh39M0d61p6/BuK83qyL5YI5BXKEyo2iw5GehP7wDAqU3Vm6LqRrJsJWl9R+JXuWHNqb4nxApJwbNNO3F6+GuMatASqyzzzdkDNF79MbMjtqDPNdo6xFKTVPa49V6L1vdRsOaStmsM2eeWiARaqHAKjRZJ51Jw35JWfT8rKovRo0ezYsUKfvjhB95++22ys7OZNm0azz33XIm27969Ozk5OTzxxBN3OdL7U1VMng8cOMA///zDtGnTbB1KpbR582bOnj17z443fPhw6tWrx5w5cyp0v2XudxsXF8ejjz5Kr169WL16NVartSLjEu4hs9XCJ8e202Ld5+yJj8JBpeF/HYYRPmQ6/Wo3sXV4t6XU1ULt0ZY9cj8sMjR1U9PQpWrPOyuA/sRmsOSiqdkEu5qV+2/wTiRJgdWYiJybjjnjnK3Duetq2TvzS68n2PPA87T3rIvebOKd8H/wW/0JC07uIdtssnWIpSIpNbh2+xF7/8mATPq/E9Gf+bpIAv1FmEighfJRu/7X+mzOiLdhJPeHVq1aMXbsWJ544glef/11Dh48iI+PD99//z3x8bd+/bOy8mb3UCgUaLValMrK19PNaDRiNpttHUYBvV5/55WqgUWLFuHq6spDD1WPHnMVTaPRYGdnd8+OJ0kSY8eOZe3atcTFxVXYfsucPM+ePZsTJ06watUq9Ho9s2fPrrCghHsn1ZjNoC3fMzN0I0aLmX4+TTgx7BVebN61ShT8sW/yNK6DD7HX2BaAAQ3EWOfqIDPsTwCcWlftVud8SqfGAFgyzxf7uP7UdpL//oLkv7/AXE1anLp6+3Lgwan83GMsvo7uxOVkMO3QOnx/+4h5x3eQVYVaoiWFEueOITg0nwZAxoHn0J/6X6EEOiwhL4E2W0UCLZSNyuW/Hl6WrGTkKnahqapzdnamU6dOyLLMxYsXgf/GbYaHhzNgwABcXFwICgoCih/zfOOyhQsX4u/vj1arJSgoiPXr1wNw/PhxBg4ciLOzM+7u7rzwwguYTIXf60OHDjF+/HiaNGmCvb09Tk5OdOnShTVr1hSJe/z48UiSRGJiIhMmTMDb2xudTkdoaCgajYbHH3+82Oc7depUJEkiMjLytq9L/jjVixcvMnToUFxcXHBycmLo0KGcP1/4O+3m59+8eXPs7OyYN28eABaLhc8++4zAwEC0Wi1ubm48+OCDHD58uGAf0dHRSJLEpUuX2LVrV6Hu9TdaunQpbdu2LXh9evXqVew44/z38OTJkwwcOBAnJydcXFwYOXIk164V/r5NSUlhxowZNGrUqCC+Fi1a8OGHH972NQIwm8388ccf9OnTp0iCuGzZMiRJYvv27XzyySc0bNgQOzs7mjRpwvLly4vdX0mf3+2sXr2aXr164erqir29Pf7+/kydOrXQ31t2djZvvfUWfn5+2NnZ4eXlxejRo4v9uyjJ+3c7xY15zl925coVRo0ahZubGw4ODgwYMKDYGC5fvszo0aNxdXXF0dGR3r17ExYWdsvx1IMHDy54bypKqapt3+iJJ57gm2++oVatWjz55JMVFpBw75xLT+ShbUs4m55Y0Nr8lF+7Klc5PTTeSKrRiotGon3Ne3dFS7g7ZKuFrGMbgeoz3lnl7IcpdvMtW54zQteQuvUrAOz9u6Oq5MMkSkqSJEY3bMXw+oEsP3+Ej45tIzorldeObGDuse0869+J55t1po6Dq61DvSNJknBq9wUo7NCf+ISMQy8hW40EBr7Ka+1c+fRwGmEJJv4XnsFLrZ1RinmghVK6MXkGMGckoHavvHVGqhtZlguSQU9Pz4LlMTEx9OnTh0ceeYSHH364oOX5dr766isyMjKYMGECWq2WL7/8kuHDh/Pbb78xadIkxowZw7Bhw9i8eTMLFy6kRo0avPPOOwXbr1mzhsjISMaMGUOdOnVITk5m+fLljBgxgpUrV/LYY48VOWa/fv3w8fHh7bffRq/X06hRI4YOHcoff/xBamoqbm5uBesajUZWrlxJ9+7dadLkzr279Ho9vXr1on379sydO5dz584REhLCwYMHCQsLw8fHp9D68+fPJyUlhWeeeQZvb2/q1q0LwJNPPsmqVavo3bs3kyZNIjk5mZCQELp27crff/9Nr1698PLyYsWKFUyfPh1PT09mzZpVJJ4333yTuXPnEhwczOzZszEYDCxevJiBAweyYsWKIhcMrl69Su/evRkxYgTDhw8nPDycb7/9loyMjEIJ6SOPPMLu3bt59tlnadmyJTk5OURGRrJz585i47hRWFgYWVlZdOjQ4ZbrvPHGGxgMBiZPnoxGo+Hrr79m/PjxNG7cuNDw19I+v+LMmjWLjz76iICAAGbMmEHNmjW5cOECq1ev5oMPPkCj0WA2mxk0aBC7d+9m+PDhTJs2jUuXLrFw4UL++ecf9u/fT7NmzQr2WZL3ryz0ej09evSgU6dOfPTRR0RFRbFgwQKGDh3KiRMnCnp3pKam0rVrV65evcqkSZMICgoiLCyMPn36FPqfvVHr1q2xs7Njx44dPP/882WKrwi5jBQKhRwfH19wf9KkSXJKSkqhdUwmU1l3bzPz5s2TmzdvLgcEBMgrVqwo9fbp6ekyIKenp9+F6Eon69RXcuxS5JTtI4s8tj32nOz241syS16W6/4yWw5PumKDCCvG7AMp8qj18fKq05m2DkWoAPrIf+WTTyKffs5NtppzbR1Ohcg68X/X/xcfLvbx2B9ekE8+iXzySeTsi4fvcXT3jslilpdGHpL9fp8rs+RlmSUvy8qlr8qP7lgh74+PtnV4JWK1WuWMsHfl2KXIsUuRMyI+kGVZlo8mGOXHNsbLo9bHy1+Gp8sWq9XGkQpVTdyP0wo+B0rzWVDe846cnBz51KlTck5Ozi3XSdr0uXz2pdp3vF364qEi21764qESbZu06fNC25mzM0q8bmns2LFDBuS3335bTkxMlBMSEuSjR4/KTz/9tAzI7dq1K1i3fv36MiAvWbLklvtZunRpkWW1a9cu9H4cP35cBmRJkuS1a9cW2k+bNm1kb2/vQsuysrKKHE+v18tNmjSRmzVrVmj5uHHjZEB+8skni2yzefNmGZC//PLLQst//vlnGZB/+OGHYl6hwnr06CED8ksvvVRo+R9//CED8tNPP12wLP/5u7u7y4mJiYXW37JliwzII0aMkC0WS8Hy8+fPy1qtVvb395etN3xu1q9fX+7Ro0eReM6ePStLkiR36NBBNhgMBcuTkpLkmjVrym5uboVev/z38Jdffim0nylTpsiAfPr0aVmWZTktLU0G5ClTptzxNSnOkiVLZEBevXp1kceWLl0qA3KrVq1ko9FYsPzKlSuyRqORH3300TI/v+IcPHhQBuTevXsX2ocs532H5b/O3333nQzI06ZNK7TO3r17ZUDu169fwbKKeP969Ogh169fv8gyQP7kk08KLf/0009lQP77778Llr3++usyIC9evLjQugsWLJCBIvvO16hRI7lp06bFPnajknwWyrIsl7lfrnxT1diffvqJ1NTUgvvx8fE4OTmVdfc2cfz4cVatWkVoaChHjhxh0aJFpKWl2TqsCvfd2QP0/+dbUk05tPesy6EHp9LKo/adN6yELh5dwvGkXCRk+tQTXbarg6xjmwBwDByApCxz55hKRensB4A5o/hu2/cLtULJeL92nB7+Gmt7j6dnzUZYZCs/R0XQacOXdFz/P366GI7JUnnG6t1MkiScWr+HU5u8bnxZ4e+QGfYWQZ5qprdxQSHBnqsGlpzIumV1dUEojsrFu9D9ylRx25KTgTn16h1vlszEottmJpZs25ybK/PLpVi39GbPno2Xlxc1atSgZcuWLF68mEGDBrF27dpC63l4eDBu3LhS7Xv8+PE4OzsX3A8MDMTZ2ZnatWszdOjQQut27dqV+Ph4MjMzC5Y5ODgU/J6dnU1ycjLZ2dn07t2b06dPk5FR9PnPmDGjyLK+ffvSsGFDFi9eXGj54sWLC7oul9TMmTML3R8+fDj+/v5FXi/Ia6G8uSUwv8v5rFmzUNwwLLBRo0Y89thjnD17lpMnT94xjnXr1iHLMq+99lqh7tEeHh5MmTKF1NRUduzYUWgbHx8fRo0aVWhZ7969AQp6G+h0OrRaLQcOHCA6OvqOcdwsMTHvb9/d3f2W60yZMgWN5r8ZNWrXrk2TJk04d+6/XmlleX43W7lyJQAffvhhkS7kN3aBX7NmDZIk8dZbbxVap0uXLvTu3Ztt27YV/K1V1PtXHIVCwdSpUwsty39/bn5tvLy8ivw/Tp48udD/2808PDxISEgoU2zFxltROyruJOHmMRyV3enTp+ncuTNarRatVkurVq34+++/bR1W+V3/J7FYrbx86E8m7fsds2zlUd9W7Bw0hZr2t/6Dq+x2pecl/QGqc9Swr3xFO4TSyzp6vct2i0E2jqTiqJz/G/MsEipQKhQMrR/IjkHPET5kOuMbt0WjUHIwMYbHdq2k7q9zeCt0EzFZqXfemY04tngTp7afAZB17EOywt8muIaGF1o6IwFbYnJYeUYv3m+hxP7rti2hcqmJXInqAih1zqjcat/xpnTyKrqtk1fJttXdfC4ilWLd0ps4cSJbtmxh69at7Nu3j8TERDZu3FikC3LDhg0LJQsl4evrW2SZm5tbsWMy87tTp6SkFCxLSEhg0qRJeHt74+DggKenJ15eXnz99dcAxTbs+Pn5FVkmSRLPPPMMERERhIWFAXDp0iW2bdvG448/jk5XskYHV1fXgtl2btSsWTOSkpJIT0+/Yyz548ibN29e5LH8ceT569xO/joBAQEl3k/Dhg2LrOvh4QFAcnIykFfMasGCBZw8eRJfX1+aN2/OCy+8wJYtW+4YE1CQkN7uM/9WceTHcGPspXl+N8tPOFu0aHHb9S5evIi3t3fBa3HzsaxWa8GFhIp6/4rj4+ODVqsttOzm9wcgKiqKxo0bFynSp9Foin1t88myXKFDUu9qs05Fj53dvXs38+bNIzQ0lLi4ONasWcOwYcMKrRMSEsK8efOIi4sjICCA+fPn061btxLtPzAwkPfff7/gQ2n79u23fTOqkhxzLo/vWsmamLzpxd5r1Z93WvWrcuObb2SVZQ7o88bqdLULBbraNiCh3Mxp1zBcyvuCd2wx0MbRVByloy9KZ39UTg2RzXoktaOtQ6o0WnnUZmm3R/m47WC+Obufb84eIDY7gw+PbWPu8e08VLc5U5p2pq+PHwqpchUxdAx8GUmpIePgVLKOfQiSii6t38NokfnmeCZ/XcxGq5IY6edw550J97385FlTN4jGcyp2XtLy8hg4A4+BRVs2S6Le9D/LtJ1S50ST+VfKtG1JNG7cmL59+95xPXv70k9/easK3LerzJ2fdFmtVvr168eZM2eYOnUq7dq1w8XFBaVSydKlS1m1alWxM9zcKs6nnnqKd955h++//56QkBCWLl2K1Wrl6aefLvHzudW5Yn7MNz9eXCy3S2BKc5Hxduve6rGSvO4AkyZNYsiQIWzYsIHdu3ezZs0aFi5cyLBhw1i9evVtL6J4eeVdOLqxF25J47gxhrI8v+LWK8n5fWmOVVHvX3FK+v7czu3WS0lJKXh/KkK5zkRWrVpFWFgYubm5QMUnyzfT6/W0bNmSr776qtjHf/nlF6ZNm8asWbMIDw+nW7duDBo0iJiYmIJ1goODCQwMLHKLjY2lefPmTJ06ld69ezN8+HDatWuHSlX1u42mWST6/fMNa2JOoFEo+anH47zbun+VTpwBjiWaSLM64GBNpoX69tUihaoh63heTw+tb1tUzjVsHE3FkZQaaow4g3u/jShE4lwsb50T77TqT/Qjs/i915P0rtUYqyyzLuYkAzZ/h//qT/nixC5SjNm2DrUQh2Yv5hUSA7KOvk/m0dn0rqdjXPO89/m3SD1/XaxcMQuVU37ybBHTVN3Xjh8/zrFjx5g5cybz5s1j1KhRDBgwgL59+2KxWEq9P29vb4YMGVIwO86yZcto06YNrVu3LvE+UlNTi1SmBjhz5gyenp637TKbr1GjRsiyzKlTp4o8lt/dt1GjRgXLbnWOmr9OcV2Ei9tPadWsWZOJEyeyfPlyLl++zIQJE1i7di27du267XaBgYEARSqQl1ZFPD9/f39kWebo0dtfhGvUqBHx8fGFWndvPJZCoSjoLVHa9+9u8PX15fz580X+D0wmE1FRUcVuYzQauXz5csH7UxHKnDx37dqVd999l7Zt2+Lo6Eh2djZvvvkmCxcuZP/+/YXGblSUQYMGMWfOHEaMGFHs41988QUTJ07k6aefplmzZsyfP5+6deuyaNGignVCQ0M5ceJEkVt+N51nn32WsLAwduzYgUajoXHjxreNyWg0kpGRUehWmaTKWoZf8+bfhGhcNFo2D5jEow1L/oFZme26agCgjXEtKqn0XyhC5fNfl+0HbByJYCtqhZKHG7Rg28DJnBr+KlObdcVZreV8ZhIvH/6L2r98wFN7fuZwYsydd3aPOAZMx6lt3lQsWeHvkHXsIx7wtedR/7wW5x9PZ7Hzco4tQxSqAOX1Mc+WjERkq/hOu1/lt8Ld3JJ24sSJYqeqKolJkyaRnp7O5MmTuXTpUqlanfN9/PHHhe6vWbOGs2fPFukBeivDhw8HYO7cuYWeW1RUFKtWrcLf379Ql2BHR8diW3GHDRuGJEl89tlnhYaHpqSkEBISgpubGz179izFM8uTnZ1NdnbhC50KhYJWrVoV7P92WrdujbOzM4cOHSr1sW9UEc8vvxr7W2+9hdFYdPhH/us/fPhwZFlm7ty5hR7fv38/27dvp2/fvgUXRkr7/t0NQ4YMITExscj0Xl9//fUt86/w8HBMJhM9evSosDjK3Ky6e/duIK9ffWhoKGFhYYSGhvL222+TlpZ2z1s1TSYToaGhRQoa9O/fn3379pV4PwkJCdSoUYOzZ89y6NChgvEltzJ37lzef//9MsV8t2VarIxmJCdMGry0DmwbMJkg91q2DqtC6HOtHL6W94HQ3vAz0Mm2AQnlJlvMZJ3MmzKiOo13vplsNSMpqn6Plnuhmas3CzoO46PgQay6GE7ImX1EpMSy7PwRlp0/QlvPOkxp2plHfVujU6ltGqtj4CsgW8gMnUlm2CyQlAwPep3sXJk/L2bzzfFMnDQKgr3FdHpC8VROXnk1SmQrlozEajNlnVA6zZo1IyAggE8//ZTs7Gz8/f2JjIzkm2++ITAwsGDscmn069ePhg0b8uOPP6LT6Yqd6up2PD09+eOPP4iNjaVnz54FU1V5e3uX+By4b9++jBkzhp9++ol+/foxdOjQgqmOLBYLixYtKpQ7dOjQgSVLlvDee+/h7++PJEk8+uij+Pn5MXPmTObOnUuXLl0YM2ZMwVRO165d44cffihUcK2kIiMj6dGjB8OHDycgIAAPDw/OnDnDokWL8PHxuWMXf6VSyYgRI1i3bh1Go7FIoa6Sqojn1759e15//XU++eQTgoODGT16NDVr1iQqKorff/+dQ4cO4erqyvjx41mxYgWff/450dHR9O7du2CqKmdnZ+bPn1+wz9K+f3fDa6+9xk8//cSkSZM4cuQILVq0IDQ0lD/++IPGjRtjNhctNrphwwZUKtUtG17LotxncH5+fvj5+fHoo48WLIuKiuLIkSOEh4eXd/cllpSUhMViwdu7cLVKb2/vYrua3MqwYcNIS0vDwcGBpUuX3rHb9htvvFGowmFGRkbBfHa29leKnhN446mwsGPgcwS4VZ8v4v1xRnKt4KNKoY75GCJ5rvqyz+/Hmp2O0tEDXcN2tg6nwmWfX07G4RnY1R6EW/cfbR1OleKgtuMZ/4483aQDBxIvEXJmH79GHeVI0hUm7P2Vlw/9xVN+7Zjs3wk/l4ob11RajkGvI1vNZIW/RWboTJCUPBbwMukmK7uuGJgfls5bHdzwd7dtoi9UTpJShdLJC0tGArGLJ6L2qEet8YvuvKFQrSiVSjZs2MArr7zC8uXL0ev1BAYGsnz5co4ePVqm5FmSJJ5++mnefPNNHnnkEVxcXEq1vYODA9u3b2f69OnMnDkTWZYZOHAgn3/+eZECa7ezYsUK2rRpw9KlS3nllVfQ6XR06dKFd999l/bt2xdad86cOSQlJTF//vyCgmT5ucZHH31E48aNWbhwIbNmzUKpVNK2bVtCQkIYMGBAqZ5bvrp16zJhwgR27NjBunXrMBgM+Pj48OSTTzJz5swSvWbPPfccy5YtY/369Tz88MNligMq5vl9/PHHBUNdP/30U6xWK3Xr1uWBBx4oGJOuUqnYtGkTH374Ib/88gt//vknzs7ODB48mA8++AB/f/9C+yzN+3c3eHh4sGfPHl599VVWrlzJDz/8QKdOndi+fTsTJkwgJ6dwDy9Zlvnxxx8ZOnRoqf5O70SSq2gpUEmSChUMi42NpXbt2uzbt49Onf5LpD788ENWrFjBmTNn7klcGRkZuLi4kJ6eXqIxIHfT/+2Yy4zoZIbYZ7NudIhNY6lob/+bQmSamVEex+h+7SW0DUbh1OpdW4cllEP8b2+SvH4uzp0eo87klbYOp8LlRP9G2s5RqL064Tm4cG+YxD8/JGP/KgBqP/8L2joVNzanuko0ZLH03GEWndlH9A1Vufv7NGFK084MrtsMlcI2FfgzI94nK+I9AJw7LsSuyXN8HppOWIIJB7XE+53cqOskeh8IRV14qyXGy8cAULnWosmC2DtuU97zDoPBQFRUFL6+vkUq3grVx2effcarr77K7t27S1xIF6Bnz55ER0eXafqm+9HAgQPR6/Xs2bPH1qHcN8xmM15eXnTo0KHQLElr1qxh5MiRhIaGFnS/v52SfhZWrtKl5eDp6YlSqSzSypyQkFCkNVqo2mKzzESmmZGA3q164TXspEicq4GsY3njnZ2q6XhnpWPe1CWWrKJFLbyGzKLR3JM0mntSJM4l5KV15LWgXpx/+A029J3I4DrNkJDYHBvJsO3LaPj7XD48upX4nIqvv3EnTq3exaHFmwBkHHgeU9SPTGvjQhNXFfpcmY8OpZGUI8a0CkX9N10VmDMTxVRnQoUwm80sWrSI5s2blypxFkrv888/Z//+/WzevNnWoVRLN7cuQ95MS2lpafTv379gmSzLvPfeezz11FMlSpxLo9pc+tZoNAQHB7Nly5aCQe0AW7ZsKTIhvVC17b6SVyislZcGN62Y27k6yE25ijHmKEgSDkFl63JV2amuJ8/WnGvI5hwkVcnm1xRuT6lQ8EDdZjxQtxlRmcl8c/YAiyMPcVmfxlthf/N+xBYerh/EtIBudPCqf8/icmo9Bzk3k+zTX5K+9yncVI683m4o7+xP5WqWhQ8PpvFBZzecNNXmGrZQAVTON1zst5ixZqehdHCzXUBClRYVFcX+/ftZt24dFy9eZNWqVbYOqdoLCAgoduytUDEeeOAB6tevT5s2bZAkiX///ZdffvmFJk2aMGnSpIL1JEm6Y7XxsqpS39pZWVlEREQQEREB5H0oREREFExFNWPGDL7//nuWLFnC6dOnmT59OjExMUyePNmGUQsVySrL7L5eZbtHXdG9rLrIn6JK17A9KidPG0dzd0h27khqJwDMWdG2Daaa8nXy4OO2g7k86i1WdB9DJ6/65Fot/BwVQcf1X9JzUwibrpy+J615kiTh3H4+ukbjQLaQuutR1EnbeLO9Kx5aBbF6C58cTsNoES2Lwn9uLhJmzky0USRCdbBr1y4ef/xxtm/fzjvvvMOYMWNsHZIglMuDDz5IREQE77zzDi+//DL79+9nypQp7N27F0fHezMVaJVqeT5y5Ai9evUquJ9fqGvcuHEsW7aM0aNHk5yczAcffEBcXByBgYFs3LiR+vXvXWuDcHedSM4l2WDFQSURXMMO/ZlFZJ/5Sox5ruLyu2w7BlXfKtuSJKF09MWcegxLVhRq12a2Dqna0qrUjG0UzNhGwYQnX+XL03v58UIYu65dZNe1i7Rwq8VrQb0Y7dvyro6LliQFLl2+RzZnYbi0mtTtw3Dvt5k323fgnf2pnEszszAig2ltnFHc4xkqhMrpxm7bAJaMBKjZxEbRCFXd+PHjGT9+fLn2sXPnzgqJRRAqwssvv8zLL79s0xiqVMtzz549kWW5yG3ZsmUF60yZMoXo6GiMRiOhoaF0797ddgELFW5fbF6rc0cfOzRKCasxCXPaKazZcTaOTCgr2ZyL/uRWABxbVs/xzvkKxj1nFh73nLJ1IZfmDeDSvAEYr0XaIrRqq7VHbZZ0Hc3FkW/wckAPHFV2HEuNY+zuVTRe/TFfntpLttl05x2VkaRQ4dp9JXY+A5DN2aRsHYy36TivBLugUsDBa0ZWndHfteMLVcvNybM5Q7Q8C4IgVCZVKnkW7m9mq8yh63M7d64lumxXF9kXDmDNyUDp6IG2QbCtw7mrNDU6ofHpj0JX+ATZGHsa/YnN6E9sxmqDAlf3gzoOrnzW/iFiRs3iwzaDqKF15FJWKlMPrqXer3OYe2wbmbmGu3JsSWmHW+8/0Hh3Q85NJ2Vzf5ooL/Jci7zKyH9dzGbzpey7cmyhainS8pyZYKNIBEEQhOKI5FmoMo4nmdDnyrjYKWjuIeZJrS70J/IqUjoE9ENSVO+PJMeg1/Ho/w+6BmWf/1EoHzc7e95s2YfoR2YR0mkEDZ08SDZm82boJhr89tFdS6IllT1uff5C5dEGqzGJ5M196eh8jdFNHABYciKL8ARjhR9XqFqUzoVnBzFniORZEAShMqneZ6pCtbI/Lu/EsmNNOzE+sBrJup48Owb2v8OaglBxdCo1zzXtzNkRr/Fj98do4uxFyvUk2ve3j/j42PYKT6IVGhc8+v2DyrU51uyrpGzuy5DaWfSqo0UG/i8sg6j03Ao9plC13FwwzCIKhgmCIFQqInkWqgSzVebw9S7bHWvZ2TgaoaJYslIwRB0GwOE+Sp6tuaJrdmWhUih5vFEbTg1/tSCJTjZm80boRnx/+4gvTuzCYK64hFah9cS9/xaUjr5YMi+Quu0BJjSFIE81RovMJ4fTxRzQ9zGlvRtIeadmzp3GovPrauOIBEEQhBuJ5FmoEo4mmsg2y7jZKWjqLrpsVxf6U9tAlrGrHYDavbatw7nrZLOB+J+8iF/pjNWYZutwhBsoFQoeb9SGk8NfYUX3Mfg5e5JszOblw3/h/8cnLD93GIvVWjHHsvfBvf8/KLRemJPDyNw5guktddRxVJJqtPLJ4XQM5oo5llC1SAoFKucaAHgMmoFLh1E2jkgQBEG4kUiehSqhoMt2rcJdthVqF5QO9ZG0HrYKTSiHrOP/APdPq7Ok0sL1v19LVtQd1hZsQaVQMrZRMKeGv8riLqOobe9CjD6N8Xt/odW6L9hw+VSFzBOtcvbDre9GJJUDprhtmA6M5/V2zrjYKYjJNLPwaCbWezAftVD5KJ28ALCIStuCIAiVjkiehUrPZJE5Ep+XPHe6qcq2Q/Op1HgkGuc2H9oiNKEcZFm+L8c7509XZRbJc6WmUiiZ0KQ95x6eyadtB+Oq0XEi7RoPbl1Cj00h7E+ILvcxNJ5tcev1B0gqDNG/YHf8FV5u44xKAYeuGfn9nJjC6n6U3/IsioUJgiBUPiJ5Fiq9o4kmcswyHloFfm4qW4cjVBBT3FnMKZeR1HbY+98/87HnJ8/WrBgbRyKUhE6l5tWgXlwc+QavBfZEq1SxJz6Kzhu+YsS2ZZzPSCrX/u1q98e123IAsk//j9pXvmBSkBMAq89lsz/u7kyfJVReBS3PmYlYTTkV0tNBqHjR0dE0aNDA1mEIgnCPieRZqPTyTx5v7rItVG35rc72TbqhsLO3cTT3jtKhLgAWvUieqxI3O3s+afcg5x6eyUS/9igkiTUxJ2i+Zh6vHv6LdFNOmfeta/gYTu2+ACAz7A3a5fzMYF8dACERogL3/Sa/5Tn+15mcecYeS1ayjSMSBEEQ8onkWajUTBaZ0HgTULTLNkB25Pck/dWOrGNz73VoQjnpT9xf453zKR3rAYWTZ4dmvXAfMB33AdMLTpyFyqmOgyvfdx3F8WEvM7C2P7lWC5+d2EWT1Z/wfeTBMhcVcwyYjkPgawCk73uGkY67aOWlwWSFeUfSSTNW7QJiOeZszqefwSpX7edxL+S3PGPJ++6ziO7bgiAIlYZInoVK7WiiCYNFxlOnoLFr0S7bluxYcpOPYMm6ZIPohLKy5hrRn94J3F/jnQGUDkWTZ+d2D1PzsS+o+dgXqD3q2io0oRSau9ZkU/9n2NB3Iv4uXiQYsnjm399o+9d8dl+7UKZ9OgV/jK7RkyBbSN81isl1zuDjoCTZYOXz0HRyLVWv+26SIYGFJz5m4o6hvLb/aWYfeZlkgyiEdTs3X0Azi7meK40pU6bg6uqKq6srLVq0ICYmpuC+q6sre/futXWIgiDcZSJ5Fiq1w9cLhXWoaYckumxXGznn9yGbslG6eGNXt4Wtw7mnlM5+2PkMQFOzp61DESrAA3WbcXzYK/xf+yG4aLREpMTSY9MiHtnxA9GZKaXalyRJuHT5Hrvag8CSg3HXYKb7J+GgkohMzWXxyao1P3i6KZV3D01l25X1GCx53dqPJh9m2t4n2BO7xcbRVV4FLc/XiZbnyiMkJIS0tDTS0tI4duwY9erVK7iflpZG165iXm5BqO5E8ixUWharTOj15Lmtt52NoxEqUtbx61W2A/rfdxdF1K7Nce//N85tP7V1KEIFUSuUTAvozrmHZzLZvxMKSeL36GM0XfMp74T9TbbZVOJ9SQo1rj1/Q+3ZAdmYgt3efrzY3IQE7LhsYFtM2cdW30sGcw4fhb5GXPYVauhqMaf9Qv7XdSWNXZqhN2fxf8fe5/OId8k0Zdg61EqnSMuzGPNc4T755BMkSbrtTafTYTKV/H9XEIT7g0iehUrrbGouWbkyTmoJfze1rcMRKpD+erGw+228s1C9eWkdWdT5YcKHTKd3rcYYLWZmH91K0z8+5beooyWumqxQO+Dedz1KZ3+s+svUCR3Io43zvq6XnMzkfFrlLiBmsZr5/Oi7nEs/jaPambeDP6e5e0vqONbnow6LGN14AgpJyb/XtjHt3ycISzxg65ArFaXzTS3PmeWr6F4eMjJ6sivlTabswxi6d+/O6NGjAZgzZw4rVqxgxYoVzJ2bVz9l5MiR/Prrr2g0mlvuo0GDBkRHR5c5BkEQqiYx749QaeV32W7jbYdScX+1TlZn5swkDJfCAHAM6GvjaGzHmqvPa+FQ2RP3wwukblsIgO97R9D5Bts4OqE8Wrj7sHXAs6y5dIIZh//kUlYqo3auoGfNRvyvwzCC3GvdcR8KrSfu/f8heUMnzGkn6HphBOdrrOVwgpkvQtP5uJs7zprKd/1blmW+PfU5oYn70Cg0vNnmE2pfL5IHoFKoGN14Am28OvG/Y7O5qo9hTugrjGr0FKMaP4VCqnzP6V5TORVuebZlte1scnCkjc2OfztZhOFA2WZq6NSpE99++y0KhYJp06bh4OAAwO+//w7AqFGjeOihh4psN3nyZH788cdb7nfTpk1069atTDEJglA1iG8poVKSZZkj1/KS53aiy3a1kn1mJwB2dQJRuda0bTA2krJ9BPErHcmJ/s3WoQh3iSRJjGgQxKnhr/Jeq/5olSp2XrtAqz+/4MUDa0gxZt9xHyrH+rj3+xtJ7Uxuwh7GZLxALQcFyQYr/wtPx1oJ5//97cJytlz5CwmJaS3fpalbULHr+bk047POSxhUbwQAv15YymcR72CyGO9luJWSwt4FFP+1bViybNfyXJ0dPXqUxo0bFyTOAGFheRd2W7VqVew2X3/9NVlZWbe8icRZEKo/0fIsVEoxmRYScqyoFRDkeetuU5LKHoWdJ5La8R5GJ5SH/uQ2ABya9bZxJLajsHMHxFzP9wN7lYZ3W/dnvF9bXjm8nt+jj/HV6X/56WI4H7YZxNNNOqBU3Po6ttq9BW6915GyZQCKyz/xbKNGzFW+yPGkXH45q2dM08rz2bftygZ+Pv89AE83m0ZH7x63Xd9OqeWZ5jNo6OzPNyfncSB+J59FmHi19YeoFffvUB1JklA6emDJiAds2/Jsj44swmx2/NuxR1fmbc1mM6dOnWLIkCGFloeHh+Po6Ejjxo3LG54gCNWUaHkWKqUj17tst/TSoFXdusu2Y+AreI9JxLndZ/cqNKGc9KeuJ8/N+9g4EtspmK4qSyTP94v6ju781utJtg14lgBXb5KN2Uzev5q2f81nb3zUbbe1q9UT1+4rAQnXC3MY55xXqXrthWwOX6scLbVhiQdYdDKvCN4I37EMqv9wibftU2cwb7f9Ao1Cw5HEfSw49gEW2XK3Qq0SlC7eBb+bbTjmWULCAftKeZMo+3CuU6dOYTQai7Qwh4eH06JFi/uukKUgCCUnkmehUso/IRRVtquX3OTLmOLPgaTAvuntW6Wqs+LmehbuD719/IgYOoP/dRiGq0ZHREos3TYu5PFdK7mqT7/ldroGI3Hu+BUAzSPH0t/lPAALj2YQm2W+a/FarGbOpp4gNHE/hxP2Equ/XKTw2YX0M3wW8TZW2UIPnwE83uTZUh8nyKMNr7eei0pSs+/aDn49v7SinkKVpHbOS57dB72Cz8TFNo6m+jl69ChQuHt2bGws8fHxtGzZ0kZRCYJQFYhu20Klk5RjISrDjAS0qSGS5+pEf3o7ALqG7VDau9g4GttROork+X6mUih5sXlXHm3YirdC/+a7yIOsuhjOupiTzGrZhxkBPbBTFv16dmg6BWt2HFnH5jDgQi+i650gMtuF/wvL4MMubmiUFddalmnK4JfzS9h7bSsZprRCj7lq3Gnt2YHWXh1JNSax5uJKDJYcWni0ZUrgzDK32rX26sDzQW+w4NgH/HZhGf6uAbTx6lQBz6bqya+4rXapibZu8ePGhbKLiIgAKJQonzhxosgyQRCEm4mWZ6HSye+y7e+mxsXu9n+i2eeXk7ypJ1knv7gXoQnlVDDe+T7usg3/tTxb9TElnr5IqH68tI5802Ukhx96iU5e9dGbTbwZuomANfNYf/lUsX8bjq0/QOc3EaVs4vGrfXFWmYnJNPPDqawKi+t06lFe3jeejTG/k2FKw1HtTCNnf3ydm6CS1KSZUtgRu4kvjr7L0jNfkmZKoYFTY16rgLHKPXz6M6DuMADmH5tNQs61CnhGVU9+xW1zZqKNI6meIiIi8PT0pHbt2gXLYmNjAcjKykKv19sqNEEQKjnR8ixUOvnJc0m6bFuyLmGK34XKtdndDksoJ1mWC8Y729/HxcIAlPZ1AJDN2cjGFBtHI9hasGcd/h38AisvhvHa4Q1cyEzmoa1LGFS7Kf/XYQj+Lv9NXSRJEi6dvsZqSMDl8l88nv4MXzssYUtMDgEeajr5aMsVS0TSIeaEvopVtlDLvg4Tm71EC492qK5XfzZZjESmneRgwh5OpoTjpauJv2sg/eoMwV7lcIe9l8yEZlO5kHGW8+mn+SzibT7ssBC14taFI6uj/JZnS0aCjSOpno4ePUrr1q0LLevYsSN169blrbfeQpIkZsyYYaPoBEGozETyLFQq+lwrp5JzAWhb8/46WaruTHFnMafFIqntsPfrbOtwbEpSadE2GIWkcUGW7954VaHqkCSJsY2CGVovgA+PbuOLk7vZdPUMW9eeY1rzbrzVsi/OmrzEWFKocOvxM8n/9MU/cSP91EvYrJnIN8cz8XVRUdOhbF/tV7Ni+CziHayyhY7ePXgxaBY6VeF5dDVKOwI92hDocffm/lUrNLzSajav7JvA+fTTLD3zJZOav3zXjlcZ5bc8G2JPk37wVxwC+qBy9LBxVNVHUlLRImxNmzYlJkYMpREE4fbu627bw4cPx83NjZEjR5bqMeHuOZpowiJDbUcltcp4AihUTvmtzjq/Lig0ZZ9ipLpw6/kLrp2/RanzvvPKwn3DSa3l47aDOTnsFQbXaUau1cK8Ezvx/+MTfjh/BKtsBfKm6XPvux6VSzMGpL9NI+sxcswyC8IzyLWUfihAjjmbj8JeI9ucRVPXIKa3fLdI4nwv1dDVZFqLtwH4O2YNGy79brNYbEHlfD15vnCAqyGjMV45YeOIBEEQBLjPk+epU6fyww8/lPox4e6JSDQB0NpLtDpXN/nFwu738c7Fce8zhXqv/E29V/5G4y3mFxXAz8WL9f0msr7vBBo7eXItJ5Nxe36my4aFHEi4BOTNF+7e72/U9jV5IvVJHOR0LqabWXmm9OOffzm/hLjsK3hqa/Ba648qRTfpNl6deNwvr3L34tPz2RO7xcYR3Tv53bbz2XKuZ0EQBOE/93Xy3KtXL5ycnEr9WNVRtQoRybLMsevJc0tRZbtaka0W9Kd3ACJ5vpE1V4/VmIJd7eY4Bg3AMWjAfV2FXChqcN3mnBj+Cp+0HYyjyo4DiZfotOFLHtq6mIjkqygd6+He7x/c1CYey5gCwKbonFLN/xyTeZH1l34DYHLAa7jaud2V51IWIxqO5YF6eT3AFhybzfIzCzFaKsfc1ndTfrftfBYbzvUsCIIg/KfSJs+7d+/moYcewsfHB0mSWLt2bZF1QkJC8PX1RavVEhwczJ49e+59oEKFicm0kGq0YqeEpm7lq9gqVC6GSxFY9akodM7oGgTbOpxKIevE58SvdCTj0HRbhyJUcnZKFa8F9eLsw68xwa89SknB+sunaf3n/zFqxw+cxR2P/lsI5Ai9skMAWHQ0ncRsyx33Lcsy35/+P6yyhfY1utHGq+PdKdEYVgABAABJREFUfjqlIkkSE5pNpV+dIVixsi76J57bPYqvjn/E/ms7ybWabB3iXaF08ix0X7Q8C4IgVA6VNnnW6/W0bNmSr776qtjHf/nlF6ZNm8asWbMIDw+nW7duDBo0qFCxh+DgYAIDA4vc8qcjECqXiMS81oQAD02J5yuVFGoklT1Ugi6Gwq0VVNn274FUzPy19yOFLq9lyZJ91caRCFWFj70Li7uO4tTwVxnTsDUSEr9FHyNo7ec8HB7O2bareND0FfVyw9Cb4auINKx3mAotNHEfJ1LC0SjsmNB06j16JqWjkBQ8F/gab7b5BHc7T9KMyWy/upF5EW8xccdQVkZ+g0W+84WCqkShcwaFsuC+OUu0PAuCIFQGlfYsdtCgQQwaNOiWj3/xxRdMnDiRp59+GoD58+fzzz//sGjRIubOnQtAaGjoXY/TaDRiNP7XhSwjI+OuH7O6OprfZbsU450dW7yBY4s37lZIQgUpGO8cILps51Pa580vasm+ivHqKXJTLgOga9RRdN0WbquJixerejzOG0G9+eDoFlZHH+evy6f46/Ipurq/wsiMT4hz+Y4zqc6si0xluL97sfuRZZlfLywD4IH6D1PDvtY9fBal17ZGF0I82nIq9SjhSQfZd20HyYYEVl9cwbXsWF5q8XbBlFpVnSRJKOxdsV5vcRYtz4IgCJVDlfyWMZlMhIaGMnPmzELL+/fvz759++5pLHPnzuX999+/p8csqao04jnHbOVMSt4UVa1EsbBqRTabyD6bN6RCjHf+T37ybM2+Ssq2haRuy+tu6/t+KLoGxU8DJMu5yNasvJusR7ZmgaxHtuYgywaQTdd/GpGv3yj0Mxew5N1kC/L1n//dtxb8nrfejaQbbjcsk6SC3yVUICnh+s+8+ypAiVSwvOh9SbIDyQ5J0hT+yY33NUiS3fV1NUiSDhQ6JMkeSaqSX2XlFuRei996PUlkeiLzTuxk+fkj7E1JYi/BeKYspKZ9T344G0CQm4XGNbyKbB+edJDz6afRKOwY0mCMDZ5B6WmUdrTybE8rz/Y86T+FPbFbCDnxMf9e24ZZzuXVVnNQSJW2U12pqBw8MOUnz2LMsyAIQqVQJc84kpKSsFgseHsXnuLF29uba9eulXg/AwYMICwsDL1eT506dVizZg3t2rW742M3euONN5gxY0bB/YyMDOrWrVvGZ3Z3SCXrAW1TJ5Nzscjgba8s8xylQuWUff4AsikbpXMN7GoH2DqcSkPSeSPZaUAtY03/byiJKesP5NRtyJZUZGtGQZIsy3qQK3ehJNtdsFMjKexBskdS2CNJ15NqhT0U/K5DkhyQFA5ICqe8m+RU8HveelXgw7IYTVy8+K7LI7zXqj9fnf6X7yMPkmTUk6Tfwyn9v5zaWodFnTrSq0G7gucoyzK/nl8KwIB6wypVkbCSUkpKetYeiLPGhU/CZ3Ewfjf/XF7LoHojbB1ahVC6eEN8JCBangVBECqLKp2l3HyiI8tyqU5+/vnnnzI9diM7Ozvs7ERl6PKKSCh9l22AnIuryLm4ErvaD+DQ7Pm7EZpQTvnjnR2a9a6yyUlpydYcrJYErJZEZEsi1uu3vN+TkC1JyHImuu5dAUhbd7hgW1P2Zsi+Q6X//CRQckBSOOa1wkraG1pmr/9UaAvfR3W9xff6TVIhobzeWqy83lqcf//G1juZQqmxLBdZJmO9oRXbjIwZZDNgRZbNUHDfcv1+/nq511vMTTe0kptu+HnTcq7ft+YAudePnotsTQfSKfvQV+X1RNqxUFItKVyRlG4oFK43/O6GpHS9/ppWHrUdXJjb9gHebdWP36KPseD4NkLTEog0xtBnZwyBzlt4tlkPxjYK5qr+LJHpJ9EoNAytIq3Ot9LGqxNP+k9h8en5/HA2hFYe7anlUMfWYZWb6oaiYSJ5FgRBqByqZPLs6emJUqks0sqckJBQpDVaqPxkWS4oFlbaLtvmjPMYr2xE6VDvboQmVIDqNr9z8YlxErIlAaslCaslAWR9yfYly2AyAbqCZWpdb+ycg64nay7XkznHvJ8Kh7zWVUl5653eR2TZjCxngzUHWc5GtmYjyzlww+95j2ff8Pj1bu/WjOs/M8lLwi3I1jRka1rJA5B0ee+T0g1J4Xo9qfZCofRCUnqiUHrm/a5wuEuvQPG0KjVPNA7micbBrDxxhLeOn+Sy4TQnMlJ58eBaXjuygQdr5RWq6+4zAHet5x32WPkNqjeCQ/F7OJ4SylcnPmJO+4VV/mKd0vH6+6JQIanEcCZBEITKoEomz5r/Z+++o6Oq2jYO/8709EIKhEBC7xAIRaoUaSpVxAaCYkHEhg3RT8CGXfRFUFSqoigKWLCgVEFASgDpLYSePpM69Xx/BEZiAoSQZFKea61ZJKfecxIy88zeZ2+DgdjYWFauXMmQIUPcy1euXMmgQYM8mEwUx5ksJ0k5LrQKNKsmU1RVJq7cTHKObAIqzmBhLqcZl+MoLse580Vy8QpjFB807kIq9D9fh6Bogsjc+Sau3CR0uprAYQCMfsMx+RV+z7PIT1F0KIo/aPyLfQxVVc+3bGegujL+U1hbcJ0vqPO60afnfe9MA+yg5uBy5oDzzBWCep8vpEPO//zD0Ogi0Ggj0OhqoGiCS63Qu6t5W+yu2iw/3oOzOZtJzfqFk3hhdxxFUeDTw5k4NOsZWS+WIKN3qWQoCxpFw8MtnuOxP0ewL20XmxPXcV349Z6OdU20vtUACOo1jhoj3vdwGiGEEFCOi+fMzEwOHz7s/v7YsWPExcURHBxM7dq1mTBhAiNHjqRt27Z07NiR2bNnk5CQwNixYz2YWhTHhVG2mwTrMekqx0AvIk/WgfXgdKAPrYMhtI6n46CqNlRnykXdqP8titUL/xal5fGyhfH5rzVXLkT827wKQM5hueXAUxRFyevyjgm0BQfVKkxewZ19vpBOR3WdL6ydKec/bMnfPR81G5cjAZcjofADKkY02hrnC+oaaPS10Oqi0eqj8+7HvkZ3Ngvln7QUDJrr6afNxam+wT9KIMm2QHak5bBj83Ke3foTt0a34oFG19E5LLpCttqGeVVnQNRwlhxdwKKDn9AutDPaCjz69oXi2ZWV6uEkQgghLii3rypbt26lR48e7u8vDMo1atQo5s2bx2233UZKSgovvfQSZ86coXnz5qxYsYKoqChPRRbFVJwpqkTF4L7fuZS7bKuqer61MA3VmYrLlXq+GP5vYZxWpOPlFTKRlyiMQ8q8G64oX/IKbh+0Gh/Q1bzstnnd/JNRXf/+Pub1ajiDy3Ea1ZkIqhWXIx6XI77guTTV0Oqj0OjqoDU0QKtvnPe7eRXFrUGr8EjrQCZtSGWP6Xo0yieAiyddJxnW4i4+O3maXWlnWHhkGwuPbKNJQBgPNurImIbt8dWXr/u6r2RQnTv55cQyTmbFs+b0r/SKvMnTkYrtwj3PDhlpWwghyo1yWzx3794979P9yxg3bhzjxo0ro0SiNNicKntS8ornmNCK9SZNXFn2hfudm/S86n3zpmWyXPRIx+VMQ3Wl4XKmorpSUZ1p5wvlNMBRxCMbLronNex8V9ow9/2pGl0kisbryocpIS57Jqq9iF3BRYWjaLzQamoBhc/CoKr28wX16byH8zQuewJORzyqMxHVlYLDmgLW7XD+10RR/NAaGqM1NEFraIzO0OKKPR2i/HXc3siX+ft/xaFxEexy0TZ9J+3Nd3NPzBT2dhzPJ4e28OWxHewzJ/L4luW8tHMljzXtwiNNulSYLt0+el+G1h3BggMz+ebIPLrX7Ie2go4RcKHlWQYLE0KI8qPcFs+iatifasfmgiCjhlp+FfMNjiicMyuN3IQ4ALwbX4fLcQ7VZcaVryC+8DC7v76wHjX7qs+paPzz7h/VBqPRBBfSrTosb5ty0iU198SPpP0xAOupME9HER6iKHq0uppoC2nBVl1ZOB3HcdnjcdqP4bQfwGk7iKpm4LD+jcN6YZR2LVpDM3SmtuiN7dDoGxT6O35jtIlFh1dgdYG39314RUViPf4NmTteoF7YL3zU+VPebT+QL45u591/1nE4I5nJO37jrd1rebhJJ55t0aNCFNH9a9/Cd0c/JzHnDDuSNtE2rLOnIxWL9nzLs+3MAU7OupPgG8bj3aCTh1OJi8XHx9O9e3fi4+M9HUUIUUakeBYedfEo2+WloBFF47Qdwuk4cX6QpYzzcxJnur/O/mcPqCq6EB+ys++Dq6+FAc356YL8z488HYRGG4yiCUajDfq3UNYG500jpFSsAec0XtUBcDkyPZxElEeKxgedoSkYmrqXqaodp/0oTts+nLb9OG3/4HKewWnbhdO2CytzULThGLx6oPfuiUZX1/23dXfqVqyuE6CaOJvVk+3Nb6dTrZuxbB6PPfFPkpa3xLfFRMa2eI4HGl7HN/E7eW3XKnanneGN3av55OBmJsf0ZlzjTug05ffDTqPWSK+aN7E8/kt+SVhacYvnC/c851qwbPoS32a9pXgWQggPk+JZeNS13u/sF/MifjEvlmQkUQSO3G1kpTxLvrl//yP38CEADHUCzi/Rny+C/d3FsCbf9/4o2oD83yu+KErlHURO653X2uhdL5e6U+woFXhwI1E2FEWPztAInaGRe5nLcRp77lYc1q04rNtRneewZn6FNfMrNLraGHwGYPDux0/HlwDQNKgvh1K8+Xx/FjHd7iJkYDcsm8ZhPfUzmTtfIufoIgI6zuL2ujdwW50Yfjixl+e2rWBv+jke27yceYe28nGnW2gXWn6nCOxbezDL479kR/Jmzmaforr35e9NL48uFM8XOLOLNmaDEEKI0iPv1ITHJOc4OZnpRAFahMhgYRWF6solJ/09QEWjq3P+HmE/FI0fGncrsR/JJ/JGvg9s/X/41xiVN6Kx9C7IR2MKA0ULqhNXzjm0PhXvDb7wPI0uAqPvQIy+A1FVK47cTdiyV+PI3YTLkUCu+UP2nf2UbUkWAB5qfhsf7dJzMM3Ox7ssTGofRdANP5F7/FssWx7DmXGY1N96Y6p7J/5t32Fg7WbcGNmYTw9u5rltP7Mj9RQdf5rB/7W6gedb9bqqVuijnGAJvzKaIYRR7co7FFN175rEhLQnLnkLv51Yzt2NKt74KFrvQEDhwoeUzkwZdbs8GDduHIsWLQLA5XKRmZlJYGCge/2PP/5Ily5dPJROCFHaKm+Tjij3LrQ6NwjU4WuQX8XyTlVduJzp5Fo+w+U8g6INwzf0A3yqTcE76Em8Ah7A6HcHBp+b0KitsCYcAMCn6UAUjZcUzoVQNFo0XjUAcGaf8nAaURkoihG91/X4VJuCf40lmAIeQ9FG8uXpDAA6BmoJsi9mbDM7eg3sSraz6kQuiqLgFT2M0MH78G7yKCgaco8uImlpY7IOfIxWURjbuBMHhj7D7XVicKoupsT9RvefZ3Em21LkfHfyFM/yNq0YzGo2ldZlAKBf7aEArDq1AqfqLNVzlYa8vw//zmEuLc/lw8yZM0lPTyc9PZ1du3ZRu3Zt9/fp6elSOAtRyUnFIjzG3WU7rPijbOfEf0Pa6lvJPvhJScWqklTVjstxBod1F7bsP7BmfElO+v/ISvk/MhLHYjkzHMvpvmScvQVb1ncAeAU8eskRfrMP/gmqC0N4ffRBEWX5VCqcC123XVI8ixKmaHwx+g5kp2sEh7JVDBoNt1bXYs/+Bd/Mu7klajcAC/dlkpyTV1xqDP4EdHifkJu2oK/WFtVuxvLXWFJ+7oY9bQ9hXn582X0EX3S7E3+9iQ2J8bT9YTpbki4xh/VF9nGEzewE4CxJ9OIeJvMBTkqnsG0Tch2+ej8stnT2pe4slXOUNq1PkPtraXkuWbfccgsBAQEFZnbJyspCq9XKbC5CiEJJ8Sw8wuFS2ZV8YYqq4nfZdqTvJff4Euwp20sqWqWlqjac9mPYc/7EmrGY7LR3yUyagOXMbVhO9yfj3Aiykp8gJ+01ci2fYstahiN3Iy77IVRXCuAC8ka0NvqNRO/V8ZLnyj6wFgDvxt3L4JlVbBrvGtgSIemHGZxdNAF76klPRxKVyLns08w/8CEAt9S7l8ga/0NraAnY6e4/jXo+h8lxqHy0y5KviNCHxFLtpk34t5+OovPBnriB5B9ak7HjRVSnjTvrtWHbwMdpEhDG6WwL1/88kx9P7L1slvksA6AvXRjDMFRUXmImPRnFPo6U+HPXaXS0C+sKwF/n1pb48cuC1u/fkfidWVI8l6S4uDjatGlToFfUjh07cLlctG7d+orHiI6OlpG2hahi5J5n4RGH0+3kOFT89Ap1A+TXsCSpqorqSs4bkdd+FNeFfx0JXCiAC6e/aM7j0P9M8xSCog1C0QShKFf+eWXtWwOAd6PrS+Q5VWbGiD5Y1INk/L0KWEVApxHogyM9HUtUAqezTjD578dItSZT06c2A6PvQKc14hPyLg7rFnLNnzC61oe8dOANdifDqvgEetWJcu+vaLT4NH0MU+0hmDePx3riBzJ3vkxuwvcEdltI/aAWbLr5Ue5Y+zkrTu5n8B/zmNNlOHfXb1sgixMnC1kOwIPcxhB604MOjGUy69hKCwbyAMOZwvgSvRe6Y/j1rD61gs3n1jKmyWNoKtgAhFr/i4vnsu+2raoqVmdumZ+3KIza4o+jYbFYOHbsGEOGDCmwbtu2bQC0adOm0H3Hjh3L559/fslj//zzz3Tt2rVYuYQQ5Z9ULcIj4s532W4ZakAj98Jek7ypaw7htO7BYduD07YH1XWJFgrFB60uEo2uZv6Htvr5wvjafxbOHAu5x/N6Avg0luL5SnwaP4Rlyz9k7718q50QRaWqKmtO/8Lc/f8j024h0ieaKe2mY9Tm3SKjKAp6Uwd0xrZE+fzAQMsyvj09nM8POGnuO4ewaneiaEzu42l9axPUczm5x5dg/ushHGk7Sf6hHQEdPsCv4f0s63UP9/35NQuObGP0+sWoqsqoBu3yZVrJRk6TSDUCuYm8vwt3MYAOtORJ3uB7VjGLL/mc73mesTzJPehK4C1Kq5B2eGm9SbUmcyh9L42Cml/zMcuS3j/U/bUnWp6tzlzu/L13mZ+3KBbdsBKTzqtY+8bFxaGqKrGxsQXWbd++Hb1eT/Pmhf+ufPTRR3z00UfFOq8QouKT4ll4xLVOUVWVqaoTp22/e1oap+0gYPvPVho0utpo9XXR6OuiPf9QNCGlPnBX9sEN4HKiD62LvlqtUj2XECK/M1kn+XjvW+xKyWs9q+ffiOdj3ybQGFRgW0XRYvQdzJDmSfydnkRCdghfHArkfucDeAU9g87Y/KJtFbyib8UQ1hXzxjFYT67A/NeD2BL/JKDjbOZ2vQ0/vZEP92/knj+/RqfRcle9f1vuvuAHIK9gNvDv3/36RLGcmaxhM0/yBtvZy0Te4QdWs4i3qc21jZmg1xhoG9aZ9WdW8te5NRWueL54uiqXB1qeK6sdO3YAFFo8b9u2jaZNm2I0Fn88FiFE5SXFsyhzZquLo2YHAK1kiqoiUV0Z2HM3Yc/ZgMO6A9TMfOsVjT9aQ3N0hqZoDc3QGhqhKJ554b9wv7O0OhdNXjf7/374IcTVcbocLI//iq8Pz8HmsmHQGLit/hgGRN+G7grzh+v1oTzYOpAXNqSyOa0L16Wto5nzcQy+wzD535Pvb4nWuzpBvX4g65+3ydg+iZwjC3FYDhPUcxn/u24IDtXFxwc2MXr9V1T38qNXRANcuPiNDQAMpfBWzO504G+WsIBlPMZrbGA7rRnCahbQkkaF7lNUHcO7s/7MSv5O/JPRjcdf07HK2oXiWR8SjW+rG8v8/EatiUU3rCzz8xaFUWu68kaXEBcXh5+fHw0aNMi3PCsri/3793P33XdfazwhRCUlxbMoc7vOtzpH++sINBV9ftCqxuWy4MhZhz1nfV7BfNGItIrih84Ui87YBq2hZd5cy+Wk+3v2fhks7GrYU7aSc/BTT8cQFdjxjCPM2P0aRyx508O1rNaWsc2eprp30ecNrx+op1+0Nz/H57Do1CO86DseMr/BkbsJ76Dn0Rr+LTIURYNvi2fQh7QlbfUt2JP+IuWn6wju+zszOw4lw25l0dEd3LJ6PhtvGo89MJ1EUvDBm47EXDKDBg2jGUo32jGcx9nGHvpyHxtYRF2K34ulZUhbNIqWM9knSco5S6hX9WIfq6xpfUMAMEY2p8bdH5b5+RVFKXbX6PJsx44dNGrUqMDr5i+//ILT6SzSYGFCiKqpYo2cISqFuCQrIF22C6OqDuw5f5GVMpWMM8PJSX8Ph3Ur4ESjq4PRbwQ+oTPwq/Et3sH/h8HnJrT6WuWmcHblZpJz7G8AvKXluUi0FeiNvChf7C47iw/P4emNYzhiOYCPzpfxzScxue17V1U4X3BbIx+qmTQkWf341fw+iqYaLscJMpMewZr5bYEpfYw1ehJy0ya0fnVxZh4jZUUXnOn7+KzzcLqE18Fsy2XA73P5wZH3gdr1tMvXZftS6lKL35lLSxpxliT6MIZ0ij6X9H9563yo798YgN0VbGaGCy3PzoxkDyepPGw2G3v37uXs2bM4HA738qysLCZPngxcerAwIYSQlmdRplxqyUxRdYFvi+fwafYUyhW6JZZ3LmcytqwfsGX9hOr69742jb4eeq8e6E1d0OrL//3D2Yc25t3vHBKNISTqyjsINKZwT0cQFVBCxlGm73qJ+IzDALQP68oDTZ8k2BRS7GN66TTc29yPt7aaWZEQSJfI2YQ538GRu5Fc80wc1h2YAp8iTnuSBM6QjoUGAdHE9P+DnN8G4Ej/h5Rfrqdav7Us7Tmadj9M52hGCjMs6yEYetOpyFkC8ecXPqETd3CEBJ7kDT7j1WI/txbV2nDQvIfdqdvoGVn23Z+LS+uX9/N0ZqZ4OEnlsWfPHux2O+np6fTv358BAwaQkpLCggULsFjyPqT55ptvqFmzJtHR0Z4NK4Qod6TlWZSpeIsDi03FS6fQMEh/zcdTtAY0eh8UbcUc2MNh20d26mtknL0Ta8bnqK40FE0gBp9b8A2bjV/YbEx+d1SIwhkga/8aQFqdr4aiNUAF/f0VZU9VVX46voRn/rqP+IzD+OkDmNBqKs+2fu2aCucL2oYbaV/diEuFT/e4MAVNxRTwCC50LFL+IMbVnbYMYyiPcC/P05W7CPYewCMDrmdfndao1hRSf7uBQNtpvuo+Aq1O5Zx/PAA3cOm54QtTgzAW8iYKCnP4ll9ZX+zn1bJa3vRZu1O2FWhBL89051ueHZl5Lc8VKXt5dWGwsAULFmC1WnnmmWeYP38+jzzyCB9//DE+Pj6sWbOGoKCCg+wJIUTFbq4TFU5cYl6rc/NqenSa8tHV2BMc1l3kZizAad3hXqY1tMDoOwSdqXOR5lIujy7c7+wj9ztfFUXrA1g9HUOUc6m5ycz45zXikrcA0CbkOh5u8RxBxpKbFxngnma+7E62cTjdwcqEXHpHD+Ap71XM0fwGgI9Lobkahb82gt0c4ixJLNb+zuLr4Za6TZjy50GUX2+g7U2bGdO5PrN1LpRsE36uEPC9uixdiOVRRvI+C7ifF9nDD/hd7UGAhoHN0WsMpFqTOZ11gpq+ta/6GJ5wodu2KyuNfff7EHHfHAI63ObhVBVbXFwcOp2OG2+8sdB5nocNG+aBVEKIikJankWZ+neKqpJpacs9voz09aPJPjy/RI5X2hzWnWQmTSAr+YnzhbMOvXcffENn4Rs6Hb3X9RW2cHZZs8g5lvemXlqer44+OBRdEJjqNkdj8vN0HFEO7UrZypMb7yEueQsGjYH7mzzB87FvlXjhDBBs0nJHIx8AFh2wcLvzWeZofkOjang+uyl7zlbn17N2fsjow2nWsZ3vuIOb0KDh21ouug+px9LQNM6sGcS56J0AqKerMX7T0mK1nL7K49QhkhOc4VU+LtZzMmqNNArMm6ZqV+rWYh3DE7Q+/7Z+qrZsnDJd1TXbsWMHDRs2lKmohBDFIsWzKDNZdhcH0+1AyQ0WZk/bSc6R+diTNpXI8UqL055AVvIkspIn4LTtBHQYfAbgF74A76Bn0RoaejriNcs+/Bc4HeiCa6EPifZ0nArFr3V7/GIgbOhIjNUbXHF7UXU4VSdfH57L1L+fwGxLI8qvHm91+oz+UbeU6kCBvaO8qB+oY1etJSzR/ogOHV8p7/Ky1zeE+dwOQK7lE3LNs4lRm7CId9jIlzSjASkmhbHdI2jdI4XlmjUoqoL2aG1+PLGP747vvuosPnjzAc8D8C7zOMDRYj2nltXy5vTdfX4O7IpA0RlA92+R58xK9WCaik9VVXbt2kWLFi08HUUIUUFJ8SzKzD/JNlwqRPhoCfOuGlNUuZxmctL/R2biGBzWzYAWg89A/MIX4hX4OBpd5Rks6uIu2+Vl9O+KwlCjF94NH0AX1NLTUUQ5km5N4+WtT/LV4c9QUbkhcgCvXzebWr51Sv3cGkVhUAsbexvMBWBS5kRupR+KosUr4EFM/g8CYMv8mlzLJ6iqSgdasY1veZFx6FQNyV46gnIdLDs5hOdC8roaP755ObkO+1XnuZke3MT12LHzKK+icvUt2M2D80ZQ3pu2s0LdO6z18nd/7ZKW52ty5MgRLBYLLVvK31ohRPFUzP6hokKKc3fZrvxTVKmqij37F3LNH6OqGQDoTJ0w+T9QYQb/uloyWFjxedcfBfVHeTqGKEf2pMbx7s7JpFlTMGpNPND0SXrU7F+mGWb7z8BOFkHpjcjc1QdnFxXt+bEqjH7DQeNFbvp0bJmLURQTJv+7MWJgKo8yTOnLV+emMnjdN0Tmvkf3/rcy71AAJ7PNzNy/kQnNr/7vxHQmsZKN/MYG5vEd93DLVe1fL6AReo0Biy2dM9knifCpGH+LNd5BODOSAGl5vlb169evUB+cCCHKH2l5FmVCVVX3/c4lMUVVeeZ0nCYr5Wly0t9GVTPQ6OriE/I2PtVerrSFs8uaTe7RvPudZbAwIYpPVVWWH/uSyX8/Rpo1hUifaN64bnaZF87/cJA5fAtApwOPcTIDfjuek28bo88ATAEPAWDNmI8t+zf3uhY04pWwz6kX2BucuVj/vJvJrXoB8OquPzDb8h+rKOoTxUs8CsCjvMoREtzrTnGOMyRedn+9xkA9/0YA7E+7+u7jnqL1DXZ/Lfc8CyGEZ0nxLMrEqUwnKbku9BpoWq1yFs+q6sKa8TWZifflDQamGDH5P4hv2EfojK09Ha9U5RzZhOqwoQuqiT6srqfjVDhJy1/m8MQmHH62IdZTez0dR3iI1Wnl/V0vM//Ah7hUJ9dH9OWNjrOp7Vf2/6fm8h0qKkPozWPV86aYWnwwi3SrK992Rt9hGH3vACAn7V0c1n/c6xRFQ0DX+WhMoTjS/2GYdQ2NA8JItWbz9j9ri5XrKe6lG23JJJv+3M+LfMBAHiKS66nJ9fRlDKu49BgYjYPy7nXdn15ximedf5j7a2l5FkIIz5LiWZSJC122m1YzYNBWvvthXc5kslKeJdfyMahWtMbW+IZ9itFvOIpS+e/vzjp/v7N34+vlfudisCXux3ZmP7azh3DZcz0dR3hAcm4iL2wex7ozv6FRtNzX5AkebfECXjrvMs/ixMmX/ATAaIbQq7aJugE6chwqX+7PLLC90f9edKaugJ3s1Mm4nCnudVpTKH7t3gUgZ9fLvNQk74PED/b+WazWZy1aFvAGQQRwiOO8zEx+YDUKCioqv7GBvtzHCgovzhsHni+eK1DLs84v1P21M1OKZyGE8KQqWzwPGTKEoKCgAvP5ZWRk0K5dO2JiYmjRogWffPKJhxJWLjuT8uawrYz3O9tzN5OZ+ABO63ZQTHgFPoFPtbfQ6iI8Ha3MZB84P1hYI7nfuTiUiwok1SnFc1WzL20Xz2y8jyOWA/jpA5jS9j1uLOXRtC9nDVs4QxJBBNCPLmgUhXua5U2htuZkLgfT8g/4pSgavIOeRaOri+pKJzvtdVTV6V7vVfcuDDV6gTOXHifepVlgOBZ7LrP2/1WsfFHUZA8/8BFTGMkgHmUk+1nBEVYyjL44cDCMx9jI9gL7NgrKm67qZFY8GTZLsc5f1i6ersqZLd22hRDCk6ps8fzoo4+yYMGCAsu9vb1Zu3YtcXFxbN68mWnTppGSklLIEURR5TpU9qbmvdkq6fudfZo9Rdjtifi1fbNEj1sUquogxzyL7JRJqC4zGn09fENnYfC5uUq1vrrsVnKObAbAu1E3D6epmBSN3v21yyp/b6qSlSe+Z/KWR0m3peZNQ9XxU5pXa+PRTF/wAwC30hcDeX+zGwbp6R5pAmDOPxm4/jPokqLxwjv4/0Ax4bRux5r51b/rFIWAjrNAo8d++hcm1KoOwPS968kpxsjbADUI40FuZwFv8D7P05A61KUWi3ib/nQjh1yG8AhJ5G+pDTAEEeGdN/bEgQrSdVvrc9E9z9LyLIQQHlVli+cePXrg5+dXYLlWq8XbO68VKDc3F6fTKSMzXqN9qTYcLgj10hDhU7JdmDV6H7SmUDT6gj/L0uRyWchKmYgtcwkABp+h+IbOQKuvXaY5yoPc49tR7blo/UIw1Gjk6TgV00Uftrhykz0YRJQVp+rks33vM2vPmzhUB52q92Bah48I867h0Vy5WPmWvIG/7mJAvnV3NvbFW6dwzOLgj4SCPSS0+tp4BTwCgNUyH6ftsHudzr8B3g3zprfqf2YGtX0COZeTwfzDf5dofj16vmE6zWlAIik8zEsFtnHf91xBum5rzrc8m6LbUuuRb0vtPYm81xFCVGVF/RtYLovndevWMWDAACIiIlAUhWXLlhXYZubMmdSpUweTyURsbCzr168vsfOnp6fTqlUrIiMjeeaZZwgJCSmxY1dFF09RVRlaZJ32eLISHz4/KJgJ7+CpeAU+jKJUvi7pRZF9IO//nneDLpXi5+tpqrQ8V3o5jmze2P4cPx3/BoA7G9zPk61ewqTz8nAyWMkGLGRSixp0ITbfugCjhuENfQD46kAmmTZXgf313n3P3//sJDv9LVTV4V7n2+oFFJ0PpGzhsYhAAN76Zy0Ol7PAca6FD97M53V06PiGX1jMinzrG5+fT72iDBp2oeVZY/LBt2W/Ev87q9frURSFrKysEj2uEEJUJFlZWSiKgl6vv+x25XKe56ysLFq1asU999zDLbcUnMdx8eLFPP7448ycOZPOnTvz8ccf079/f/bu3Uvt2nktf7GxsVit1gL7/vbbb0REXP5e1MDAQHbu3Mm5c+cYOnQow4YNIzw8vNBtrVZrvvOYzWYALBbP30uVm5ULOVbsis2jebbEp2LPdlLPpJR4jtxTv2E9/SuGkI541Rl25R2ukT13K9lpb4Kag6INwyf4eXLsdcmxe/7n7Snndq0mywbeke3Kxe99RZSRYyMz7zMm0tLOosh1rLRSc5N5e+eLHLccxqAxMLb5M3QI7UZGRoanowGwjJWAk750JJOCg4NdF6SyQpPNKbOTL+Js3NG4YK8fl2Y0mZl/o6r7ybHPxeR32/k1XjijxpP1zxv0if+QYOcgjiaeZsHujQyr06pEn0d9avEUd/M6n/AIL3E9sXiT9+FETU009iwH+3J2k5Kegl5z+TdKnpaFkUwb2FKSCv0be2FZcVuOtVotAQEBJCUlYbVa8ff3R6fTyYehQohKT1VVHA4HFosFi8VCYGAgWu3le8kqajnvp6MoCkuXLmXw4MHuZR06dKBNmzbMmjXLvaxJkyYMHjyYadOmFfnYa9asYcaMGSxZsuSS2zz00EP07NmTW2+9tdD1U6ZMYerUqUU+pxBCCCFESTty5Ah16xZvWjNVVTGbzSQmJuJ0lmxPACGEKO+0Wi1hYWEEBARc8YPDctnyfDk2m41t27YxceLEfMv79OnDxo0br/n4586dw8vLC39/fywWC+vWreOhhx665PbPPfccEyZMcH+fnp5OVFQUCQkJBAQEXHMeUTiLxUKtWrU4ceIE/v7+no5Tqcm1LhtyncuGXOeyI9e6bJjNZmrXrk1wcPCVN74ERVEIDAwkICAAp9OJw+G48k5CCFEJ6HQ6tFptkXvbVLjiOTk5GafTWaAbdXh4OGfPni3ycfr27cv27dvJysoiMjKSpUuX0q5dO06ePMmYMWNQVRVVVRk/fjwtW7a85HGMRiNGo7HA8oCAAHmzUAb8/f3lOpcRudZlQ65z2ZDrXHbkWpcNjebah7FRFAWdTodOV+HeHgohRJmosH8d//vpgKqqV3V/zq+//lro8tjYWOLi4q4lmhBCCCGEEEKISqZcjrZ9OSEhIWi12gKtzImJiZcc1EsIIYQQQgghhLgWFa54NhgMxMbGsnLlynzLV65cSadOnTyU6l9Go5HJkycX2pVblBy5zmVHrnXZkOtcNuQ6lx251mVDrrMQQpSdcjnadmZmJocPHwagdevWvPvuu/To0YPg4GBq167N4sWLGTlyJB999BEdO3Zk9uzZfPLJJ+zZs4eoqCgPpxdCCCGEEEIIUdmUy+J5zZo19OjRo8DyUaNGMW/ePABmzpzJm2++yZkzZ2jevDnvvfce3bp1K+OkQgghhBBCCCGqgnJZPAshhBBCCCGEEOVJhbvnWQghhBBCCCGEKGtSPAshhBBCCCGEEFcgxbMQQgghhBBCCHEFUjwLIYQQQgghhBBXIMVzGdLpdMTExBATE8N9993n6TiV1oEDB9zXOSYmBi8vL5YtW+bpWJXS22+/TbNmzWjevDmff/65p+NUKkOGDCEoKIhhw4YVabkovsKuaUZGBu3atSMmJoYWLVrwySefeDBh5XCp3115bSxZhV1neV0UQoiSIaNtl6GQkBCSk5M9HaNKyczMJDo6muPHj+Pj4+PpOJXK7t27GTVqFBs3bgSgV69e/PTTTwQGBno2WCWxevVqMjMzmT9/PkuWLLniclF8hV1Tp9OJ1WrF29ub7Oxsmjdvzt9//021atU8nLbiutTvrrw2lqwr/Y2Q10UhhCg+aXkWldr3339Pr1695A1CKdi3bx+dOnXCZDJhMpmIiYnhl19+8XSsSqNHjx74+fkVebkovsKuqVarxdvbG4Dc3FycTifyWfO1kd/dsnGl6yyvi0IIUXxSPBfRunXrGDBgABERESiKUmh3p5kzZ1KnTh1MJhOxsbGsX78+33qLxUJsbCxdunRh7dq1ZZS84imJa33B119/zW233VbKiSuma73OzZs3Z/Xq1aSnp5Oens6qVas4depUGT6D8qskf4fF5ZXmtU5PT6dVq1ZERkbyzDPPEBISUsLpK47SvM7y2vivsvjbIa+LQghRfFI8F1FWVhatWrVixowZha5fvHgxjz/+OM8//zw7duyga9eu9O/fn4SEBPc28fHxbNu2jY8++oi7774bi8VSVvErlJK41pD3hmzDhg3ceOONZRG7wrnW69y0aVMeffRRevbsyZAhQ2jXrh06na4sn0K5VVK/w+LKSvNaBwYGsnPnTo4dO8aiRYs4d+5cScevMErzOstr479K+2+HvC4KIcQ1UsVVA9SlS5fmW9a+fXt17Nix+ZY1btxYnThxYqHH6Nevn/r333+XVsRK41qu9YIFC9S77rqrtCNWCiXxOz1mzBj1xx9/LK2IFda1XNvVq1ert9xyS4FjXmp5VVca1/qCsWPHql9//XWJZa3ISvM6y2vjv0rjOsvrohBCXBtpeS4BNpuNbdu20adPn3zL+/Tp4x5MKS0tDavVCsDJkyfZu3cvdevWLfOsFV1RrvUF0jWt+Ip6nRMTE4G8kVy3bNlC3759yzRnRXQ1v8Pi2lzLtT537py7BdRisbBu3ToaNWpUalkrsmu5zvLaWHQl8bdDXheFEOLaSB/LEpCcnIzT6SQ8PDzf8vDwcM6ePQvkDa704IMPotFoUBSF999/n+DgYE/ErdCKcq0BzGYzW7Zs4dtvvy3riJVCUa/z4MGDSU9Px8fHh7lz50q37SIo6rXt27cv27dvJysri8jISJYuXUq7du0uuVwUdC3XWqPRMGbMGFRVRVVVxo8fT8uWLcv6KVQI13Kd7Xa7vDYW0bX+7ZDXRSGEuHbyTrcEKYqS73tVVd3LOnXqxO7duz0Rq1K63LUGCAgIqNL3J5aUK11naSktvitd219//bXQ/S61XFxaca91XFxcacaqdIp7neW18eoU9zrL66IQQlw76bZdAkJCQtBqtfk++YW8Lq3//YRYXBu51mVDrnPpkWtbduRalw25zmVDrrMQQnieFM8lwGAwEBsby8qVK/MtX7lyJZ06dfJQqspJrnXZkOtceuTalh251mVDrnPZkOsshBCeJ922iygzM5PDhw+7vz927BhxcXEEBwdTu3ZtJkyYwMiRI2nbti0dO3Zk9uzZJCQkMHbsWA+mrpjkWpcNuc6lR65t2ZFrXTbkOpcNuc5CCFHOeWyc7wpm9erVKlDgMWrUKPc2H374oRoVFaUaDAa1TZs26tq1az0XuAKTa1025DqXHrm2ZUeuddmQ61w25DoLIUT5pqiqqpZyfS6EEEIIIYQQQlRocs+zEEIIIYQQQghxBVI8CyGEEEIIIYQQVyDFsxBCCCGEEEIIcQVSPAshhBBCCCGEEFcgxbMQQgghhBBCCHEFUjwLIYQQQgghhBBXIMWzEEIIIYQQQghxBVI8CyGEEEIIIYQQVyDFsxBCCCGEEEIIcQVSPAshhAd0794dRVFQFIW4uLgSPfbo0aPdx162bFmJHlsIIYQQoqqS4lkIIYqhW7du7gL14sddd90FwAsvvMCMGTMue4z777+fM2fO0Lx58yKdc8CAAdxwww2Frvvrr79QFIXt27fz/vvvc+bMmat7QkIIIYQQ4rJ0ng4ghBAVjaqqxMXF8fbbb7uL5Qt8fX0BWLp0KV9++eVlj+Pt7U316tWLfN4xY8YwdOhQjh8/TlRUVL51c+bMISYmhjZt2gAQEBBQ5OMKIYQQQogrk5ZnIYS4SocOHSIjI4Nu3bpRvXr1fA9fX19Onz5NSEgILVu2vKrjqqrKm2++Sd26dfHy8qJVq1YsWbLEvf7mm28mLCyMefPm5dsvOzubxYsXM2bMmJJ4ekIIIYQQohBSPAshxFXatm0bOp3uksXxypUrGT9+/FUf94UXXmDu3LnMmjWLPXv28MQTTzBixAjWrl0LgE6n4+6772bevHmoqure75tvvsFmsxVoBRdCCCGEECVHimchhLhK27dvx+l0Uq1aNXx9fd2P+++/H4CjR48yZMiQqzpmVlYW7777LnPmzKFv377UrVuX0aNHM2LECD7++GP3dvfeey/x8fGsWbPGvWzOnDkMHTqUoKCgEnl+QgghhBCiILnnWQghrtK2bdu49dZbefXVV/Mtv1C8Tp069aqPuXfvXnJzc+ndu3e+5TabjdatW7u/b9y4MZ06dWLOnDn06NGDI0eOsH79en777bdiPBMhhBBCCFFUUjwLIcRV2rFjBy+99BL169cvsWO6XC4AfvrpJ2rWrJlvndFozPf9mDFjGD9+PB9++CFz584lKiqKXr16lVgWIYQQQghRkHTbFkKIq3D06FHS09PztQaXhKZNm2I0GklISKB+/fr5HrVq1cq37fDhw9FqtSxatIj58+dzzz33oChKieYRQgghhBD5ScuzEEJchW3btgEQHh7O2bNn860LCwtDoyneZ5J+fn489dRTPPHEE7hcLrp06YLFYmHjxo34+voyatQo97a+vr7cdtttTJo0CbPZzOjRo4v9fIQQQgghRNFI8SyEEFdh+/btADRs2DDfcr1eT0ZGRoEu1lfj5ZdfJiwsjGnTpnH06FECAwNp06YNkyZNKrDtmDFj+Oyzz+jTpw+1a9cu9jmFEEIIIUTRKOrF850IIYQoE927dycmJobp06eX2jkURWHp0qUMHjy41M4hhBBCCFFVyD3PQgjhITNnzsTX15fdu3eX6HHHjh2Lr69viR5TCCGEEKKqk5ZnIYTwgFOnTpGTkwNA7dq1MRgMJXbsxMRELBYLADVq1MDHx6fEji2EEEIIUVVJ8SyEEEIIIYQQQlyBdNsWQgghhBBCCCGuQIpnIYQQQgghhBDiCqR4FkIIIYQQQgghrkCKZyGEEEIIIYQQ4gqkeBZCCCGEEEIIIa5AimchhBBCCCGEEOIKpHgWQgghhBBCCCGuQOfpAJWNy+Xi9OnT+Pn5oSiKp+MIIYQQohJTVZWMjAwiIiLQaKRNRAghSpMUzyXs9OnT1KpVy9MxhBBCCFGFnDhxgsjISE/HEEKISk2K5xLm5+cH5L2InXVZeWfPGr6O34VLdQHQOTyap5v3oHv1etIyLYTwuJ+OZvHNoWyaVdPzdNtAT8cpMfacTWSnvYpGWx3fsNny91ZUWhaLhVq1arnffwghhCg9iqqqqqdDVCYWi4WAgADMZjP+/v4AHM1I4Y1dq5l7+G/sLicA7UNq8UKrG7i5VlN5UyeE8JjTmQ6eWJuKVoFPeofgo68c3T5VVw6WM4MBB75h89DqpUeQqJwKe98hhBCidFSOd0nlXF2/anzceRhHhz3Ho026YNLq2JJ8goF/zKX19+/xzbGdOF0uT8cUQlRBEb46avpqcaqwI9Hm6TglRtF4oTO2BMBh3eLhNEIIIYSoDKR4LkORPoG8f91g4m99nmdb9MBXZ2Rn6mmGr1lIs2VvseDwVnfLtBBClJV24UYANp2xejhJydKZOgBgz/3Lw0mEEEIIURlI8ewB4V5+vN72Jo4Pf57JMb0JNHhxwJzEqPVf0ejbN5h9YBNWp8PTMYUQVUTHGnnFc1ySlRxH5ekFozd1AhSc1h047fGejiOEEEKICk6KZw8KNnozpXVfjt/6PNNibyTU5MOxzFQe3LiEOt+8xtu715Bhz/V0TCFEJRflr6OGjxa7C7afqzxdtzW6CHSmLgBYM77ycBohhBBCVHRSPJcD/gYTE1v2JP7W55nefhA1vQM4k2Ph6a0/UvvrV/m/7b+QlJvp6ZhCiEpKURSuO9/6/NeZyvWBndHvdgDsOatwOc55OI0QQgghKjIpnssRb52Bx5p15ciw5/is83Aa+oeSbsvhlZ2/E/X1qzy6aRkJmWmejimEqIQ61jABEJdkI9teebpu6wyN0RrbAE5yM+Z7Oo4QQgghKjApnssho1bHvQ3bs3fI0yzpcTex1SLJcdr5374/qbdkGqPWfcne9LOejlkqFEVh9OjRno5xSaNHj67SU4tNmTIFRVGIj4/3dBRRwmr7aYk433X773OVa+Awk9/dgII9+1ds2X94Oo4QQgghKigpnj1gzZo1KIrC66+/ftnttBoNt0S35O8Bj7Gy7wP0qtEAh+piwZFtNPu/B2l89yA2Jx0vo9QlZ8qUKSxbtszTMS5p2bJlTJkyxdMxhChTiqLQuWZe6/P6U5Wr67bO2AKj30gActLfxWk/4eFEQgghhKiIpHiuABRF4YaIhvze70E23/woQ6NawI4jHFj4Pdf9+D96/DyL304dQFVVT0ctkqlTp16yeM7JyeGTTz4p20D/sWzZMqZOnVrouk8++YScnJwyTiRE2eh6vnj+J9lOam7lmjbP6DcCrbE1qLnkpL9bYf5eCiGEEKL8kOK5gmkfWptve45icO1mAOgUDWvOHqHvb5/Q9ofpfHNsJ07Xtd2vaLVacTg8M1WWyWRCr9d75NxFodfrMZlMno4hRKkI99bSKEiPCmw4Vbm6biuKFu/Ap0Ex4bTtwp79q6cjCSGEEKKCkeK5nIiPj0dRFHeX5tjYWEwmEzVq1ODpp5/OV8xGR0ez7MuvAXDc8xbc+w7c+w7bN2xi+JqFNFn6Jq/+9g13jriLGjVqYDAYiI6O5umnnyYrKyvfeS/cw5uUlMS9995LeHg4Xl5enDx5EoCZM2fSp08fatasicFgoEaNGowYMeKS97yuXr2am266iWrVqmEymahbty5jxowhOTnZ3V0dYP78+SiKgqIoREdHu/e/1D3Pc+fOpW3btnh7e+Pn50ePHj347bffCmwXHR1N9+7d2bNnD/369cPPz4+AgACGDRvG2bNXvk88Ojqa+fPnu7NceKxZsybf9SrsGiYnJzN69GhCQkLw8/Nj8ODB7nPOnj2bJk2aYDKZaNSoEUuXLi30/IsXL6ZLly74+fnh7e1Nhw4dWLJkSYHtfvrpJ66//npCQ0MxmUxEREQwcOBA9uzZk2+7s2fP8uijj1K3bl2MRiNhYWH07t2blStXurfZsmULo0ePpmHDhu7r27lz50tmLIzZbObZZ5+lfv36GI1GQkNDueOOOzh69Gi+7XJzc5kyZQqNGzfG29sbf39/GjduzKOPPlrkc4nSdaH1ef3pytV1G0CjC8fkNwqAXPNHuFwWDycSQgghREWi83QAkd+KFSuYOXMmY8eO5b777mP58uW8/fbbBAUFMWnSJACmT5/Ou+++y/r161m4cCEAGXYrR2r5MOfcHg7t2sMLb01G6+NFj2GDGNCyPYf27ueDDz5gw4YNrF27tkDrbu/evYmIiOD//u//yMrKwtfXF4B33nmHTp060bt3bwIDA/nnn3/49NNPWbVqFbt376ZatWruY3z88cc89NBD1KpVi3HjxlG7dm0SEhL44YcfOHnyJE2aNGHhwoWMHDmSrl278sADDwC4z3UpkyZNYtq0acTGxvLyyy+Tm5vLZ599Rr9+/Vi4cCF33XVXvu1PnTpFz549GTp0KEOGDGHHjh3Mnj0bi8VSaMF9scKuLUCTJk0uux9Av379iIqK4qWXXuLIkSN88MEHDBo0iGHDhvHJJ59w7733YjKZ+OCDDxg+fDgHDhygbt267v1feOEFXn31Vfr168fLL7+MVqtl6dKl3HrrrcyYMYOHH34YgLVr1zJw4EBatGjBxIkTCQwM5MyZM6xevZqDBw/SrFler4T4+Hg6d+7MuXPnGDVqFLGxsWRlZbFp0yZ+//13evfuDcDSpUs5ePAgd9xxB5GRkaSkpDB//nyGDh3KF198wZ133nnZ5202m+nUqRMJCQnce++9NGvWjDNnzjBr1iw6dOjA1q1biYqKAuDhhx9mzpw5jBw5kscffxyXy8WRI0fyFfPCszrWMDJvbwbHLQ6Ome3UCSi/PUGKw+A7FFv2ClyOEzhy/8bg3cvTkYQQQghRUaiiRJnNZhVQzWbzJbdZvXq1CqjTpk1zLzt27JgKqN7e3uqxY8fcy10ul9qsWTO1evXq+Y4xatQotbAfX4YtV63RsJ6qq1FN5cNHVOY8qfotnKQ+ufl7dfYXC1VAnTt3boHj3H333YVmzczMLLDs999/VwH1jTfecC87ceKEajAY1KZNmxb63J1Op/trQB01alSh5/vvugMHDqiKoqgdOnRQc3Nz3cuTk5PV6tWrq0FBQfkyRkVFqYC6ePHifMcdN26cCqj79u0r9LwXu9S1vdS6C8seeeSRfMuffPJJFVBr166tZmRkuJfv3LlTBdRnn33WvWzr1q0qoE6cOLHAOQcNGqT6+fmpFotFVVVVfeKJJ1RATUxMvOzz6N+/vwqov/32W4F1F/88CvsZZ2VlqQ0bNlSbNGmSb/nkyZNVIN/v6COPPKKaTCY1Li4u37bx8fGqn59fvp9nUFCQeuONN142t/C897alq8N/PKd+utvi6SilIjvtfTX9ZE81O/0jT0cR4poV5X2HEEKIkiHdtsuZwYMHF+jG3KNHD86ePUtmZuYV9z+2/yBnDh7hmTEP8X7szTTU+JKRmsY7m37moeRN6ExGFv+wrMB+EyZMKPR4Pj4+ALhcLsxmM8nJybRq1YqAgAA2b97s3u6bb77BZrPxf//3f/j7+xc4jkZTvF+15cuXo6oqzzzzDEaj0b28WrVqjBs3jrS0NFavXp1vn4iICIYPH55vWc+ePQE4fPhwsXIUxX+7Hnfu3BmAu+++O1/resuWLfH398+XZdGiRe5tk5OT8z0GDhxIRkYGf/31FwCBgYFA3jW/1L3pqamp/PLLL/Tt29fdwnyxi38eF37GANnZ2aSkpJCdnU3Pnj3Zt28fFsulu7aqqsqiRYvo3LkzNWvWzJfbx8eH6667Ll9r/4XeC7t3777kMYXn9aztBcCfp3KxOivfwFpafQMAnLaDHk4ihBBCiIpEum2XMxd3473gQtfolJSUK3Zx3rdvHwCvvfIKvJJ/3YWxc3/Zt4Pev37MU827u9c1aNCg0OOtWrWKl156ic2bN5Obm/8eyLS0NPfXhw4dAqBVq1aXzXe1Ltwze6Er8sVatGiRb5sLrnQNS0udOnXyfR8UFASQ78OQi9ddnOXCz61p06aXPP65c+cAGD9+PN9//z0PP/wwEydOpHPnzvTr14/bb7+d8PBwIO9DAlVVi/TzSExM5IUXXmD58uUkJiYWWJ+enl7oByIASUlJpKSk8McffxAaGlroNhcX6u+//z4jRoygZcuW1KlThx49enDzzTczaNCgYn/AIkpe82p6Qr00JOW42HQml+sjvTwdqUS5i2f7IVRVrdJztwshhBCi6KR4Lme0Wu0l16lFmFrlwjaPP/44N910U751B81JLInfxdqMU/x++hC/nz5EYELeAFM6o6HAsbZs2UKfPn2oX78+r7/+OnXq1MHLywtFUbj99ttxXTSqd1GyFcfljnupddd6DYvrUue91PKLs1z4esWKFZccbfzCBwjBwcFs2bKFP//8k5UrV7Ju3TqefPJJXnzxRZYvX0737t2L/DxdLhe9e/dm//79PProo7Rr146AgAC0Wi1z585l0aJF+X7Ol3oOPXr0cN+TfzkDBgwgPj6en3/+mTVr1rBq1SrmzJlDhw4dWL16NV5elatIq6g0ikKPWl58fTCLVQmVr3jW6KMAPahZqM4zKLoIT0cSQgghRAUgxXMFdamWkoYNGwJ5rX033HBDvnU3AOO4g+OZqUzfs55PDm4m3ZY3Z3HdJdN4uEkn7m94HSGmvG68X375JU6nk59//jlfq2pWVla+VmeARo0aARAXF1ekwbWKql69egDs2bPHfY4LLowsfWGbkuKJVqiGDRvyyy+/EBkZ6W5RvxyNRkO3bt3o1q0bkNdyHRsby+TJk1m7di0NGjRAURTi4uIue5zdu3eza9cuXnzxxQJzW3/66adXzBEaGkpgYCBms7nA79ulBAUFceedd7oHIps6dSpTpkzhq6++4p577inSMUTp61HLxJJDWexPs3Pc4iDKv/K8XCiKHq2+Dk77QZz2Q2ikeBZCCCFEEUg/yQrqQvft/xaxMTExtGjRgtmzZxd6f6/D4cDPBu91GMSJ4S/QplpNAE5lm5m07Wciv36ZMX9+zc7U0+4W0/+2Yr722msFWiOHDRuGwWDglVdeKfQe2YuP4evrWyD3pQwePBhFUXj77bex2Wzu5ampqcycOZOgoCC6d+9epGMV1aWubWkaMWIEkDeyeGH3MV/cnTo5ObnA+oYNG+Ln50dqaiqQ1zrdv39/fvvtt0JHsr7w87jUz/iff/4p0lRVGo2Gu+66i+3bt/PVV18Vus2F7E6nk/T09ALr27RpA+DOLsqHYJOW9tXzxhn4NT7bw2lKnsZ93/MhDycRQgghREVReZoSqpgOHTq4py/q378/er2enj17EhYWxoIFC+jZsycxMTHuqYOys7M5fPgw3333HdOmTWP06NEEGb1pEVSD7cCCrnfw/t71bEs5yZxDW5hzaAsx1VU0Gg033ngjDzzwAAaDgZUrV7Jr1y5CQkLy5YmMjGT69Ok8/PDDtGjRgrvvvpuoqChOnTrF8uXLmTNnDjExMe7sv//+O2+99Ra1atXCx8eHAQMGFPo8GzRowMSJE5k2bRqdO3fmjjvucE9VdfbsWRYsWJBvwKvSvralpV27dkydOpXJkycTExPD8OHDiYiI4MyZM2zbto0VK1a4Pzy4//77OXnyJH369CEqKgqr1co333xDYmIiTz/9tPuYM2bMoFOnTtx4443uqapycnLYvHkz0dHRvPHGGzRp0oRmzZrx5ptvkp2dTaNGjTh48CAff/wxzZs3Z/v27VfM/uqrr7JhwwbuvPNOli5dSseOHTEYDBw/fpwVK1YQGxvLvHnzyMjIoEaNGgwcOJCYmBjCw8M5fvw4H330Eb6+vgwdOrTUrq8onr5RXmw6Y2X9qVzubOyLr6HyfN6qNTTAng1Oe+kNIiiEEEKIyqVKF89DhgxhzZo19OrViyVLllxxeXlyxx13sG3bNr766isWL16My+Vi9erVhIWFERMTw44dO5g2bRrff/89H330EX5+fkRHRzN69Gh69So4r+nI+rGMqNeGTUnH+WDvnyyJ30VcNReMu5mjP21l4vPP4+fjQ+8bbmDt2rXu7sIXe+ihh6hXrx5vvfUWH3zwAVarlYiICHr16kWtWrXc23344YeMGzeOl156iczMTKKioi5ZPENeS3f9+vX58MMPef7559FqtbRt25aZM2fSt2/fkrmgF7nctS1NL774IrGxsXzwwQdMnz6drKwswsLCaN68Oe+//757u5EjRzJv3jzmz59PUlIS/v7+NG7cmEWLFnHHHXe4t6tTpw5bt27l5ZdfZsWKFSxYsICgoCBatWrlnmNbq9Xy008/8dRTTzF//nyysrJo3rw58+fPZ+fOnUUqngMCAtiwYQPvvPMOX3/9Nd9//z06nY7IyEi6dOnCfffdB4C3tzePP/44q1at4vfffyczM5Pq1avTt29fnnvuuQIDrgnPaxKsp7afjoQMB6tP5DKgnrenI5UYGTRMCCGEEFdLUUtzBKVybvXq1WRmZjJ//vx8RfKllheFxWIhICAAs9l8yRGKK4JTWWZm7d/Ixwc2kWzNAsBLq+f2ujGMbdSRdiG15M2mEFXAHwk5zN6dQYiXhve7V0OnqRz/71XVhuX0TYALv+pfodEWPlq8EOVdZXnfIYQQFUHl6YNXDD169MDPz6/Iy6uSmj4BvBLbnxPDX2BOl+G0Co4gx2ln7qG/6fDjB8R+P52P9/9Fhj33ygcTQlRYXWuaCDAoJOe42HTG6uk4JUZRDGh00YDc9yyEEEKIoqmwxfO6desYMGAAERERKIrCsmXLCmwzc+ZM6tSpg8lkIjY2lvXr15d90ArOpNNzT4P27Bj4BH/e+DAj68Vi1OrYkXqKsX99S8RXLzN24xLiUk55OqoQohQYtAr9ovO6a39/NLtUp3sra1rDv123hRBCCCGupMIWz1lZWbRq1YoZM2YUun7x4sU8/vjjPP/88+zYsYOuXbvSv39/EhISSjSH1WrFYrHke1RGiqLQObwOC7rdwanh/8e77QfS0D+UTIeVjw9sovX373Hdjx8w99AWsuyVp3VKCAF9orwwahWOWxzsTLZdeYcK4uL7noUQQgghrqTCFs/9+/fnlVdeueQIve+++y5jxozhvvvuo0mTJkyfPp1atWoxa9asEs0xbdo0AgIC3I+LB8aqrKqZfHiiWTf2D32G1f3GcludGPQaLZuTErj3z6+psfglHtjwDX8lxleqViohqipfg4ZetU0ALD1ceVqftZeZrkpVrdhz1pOT/j455o9wOc1lHU8IIYQQ5UyFLZ4vx2azsW3bNvr06ZNveZ8+fdi4cWOJnuu5557DbDa7HydOnCjR45dniqLQvUZ9vuo+gpPDX+D12Bup61eNDLuVTw5uptNPM2i69C3e2r2as9mVs0VeiKpiQF1v9BrYn2pnT4rd03FKhFZfD1BQXcm4nP/OM+60HyMz8UGyU6dgy/oeW+Y3ZCbej8O6w3NhhRBCCOFxlbJ4Tk5Oxul0Eh4enm95eHg4Z8+edX/ft29fbr31VlasWEFkZCR///33ZZcXxmg04u/vn+9RFYV5+fFsy54cuuVZ1vR/iLvrxeKt07PfnMgzW38i8utXGPj7HJYd/we7y+npuEKIqxRs0tKzlhcASw5lVYrWZ0XjhUaX11voQtdte856MpMexuU4gaIJxuAzGI2uNqorhayU/0N1ZXgyshBCCCE8qFLP8/zfqZT+O5fnr7/+Wuh+l1ourkyjaLi+ej2ur16P/9mG8HX8TuYc3MJfScf54cRefjixlzCTLyPqteHeBu1pFlTdve8nn3zCu+++y9GjR7HZbOzYsYOYmBjPPRkhRD6D63vzx4kc9qXa+SfFTosQg6cjXTOtvgEuRwJO+2FUZzo56W8DLnTGtngFPYdGG4iqWslMfBiX4xi2rBUY/W7zdGwhhBBCeEClbHkOCQlBq9Xma2UGSExMLNAa7Qlr1qxBURRef/31Yu0/ffp05s2bV7KhStCaNWuYMmUKruxc7mvYgY03P8K+Ic/wTPPuVPfyIzE3k3f3rKP5srdp+/10Pti7nu9//4UHHniARo0a8dFHH7Fw4UKioqI8/VSEEBcJNmnpXTuv9XnR/kxclaD1WauvD4A142ty0t8EXOi9++Nd7TU02kAAFMWI0XdY3nZZy1BV6T0jhBBCVEWVsng2GAzExsaycuXKfMtXrlxJp06dPJSq5FSE4nnq1Kmkp6e7lzUODOONdjdzYvgL/HDDvQyp3RydomFbykke27ycwdOnADB46pPcMXIEI0aMICgoyDNPQAhxSUPq+2DSKhw1OyrFvM9aQ8O8L9RMQMHgOxyvwAkoijbfdnrvniiaQFRnIvacdWUfVAghhBAeV2G7bWdmZnL48GH398eOHSMuLo7g4GBq167NhAkTGDlyJG3btqVjx47Mnj2bhIQExo4d68HU5UtWVhY+Pj5lek6dRsvNtZpyc62mJOVmsvhoHAuObONvcyYA92xfzuP//Mpt0THcXT+WTmHRBbrfOxwOnE4nRqOxTLMLISDAqGFgPW++PpjFVwcyaV/diE6jXHnHckpraIHeuz+gYPQdhlZfeI8XRTFg8BmENWM+tqwfMXj3KNugQgghhPC4CtvyvHXrVlq3bk3r1q0BmDBhAq1bt+bFF18E4LbbbmP69Om89NJLxMTEsG7dOlasWFGuuwIvXryYLl264Ofnh7e3Nx06dGDJkiXu9fHx8SiKwvHjx1m7di2Korgfl3Ohm/i8efP48MMPadq0KUajkbfeeqvI577gp59+4vrrryc0NBSTyURERAQDBw5kz549AHTv3p2pU6cCUKdOHXe+wlrKQ02+3Owdyd8DH4c/8/bn3ncwj3iV2WOeoMuKDwm+7QYUReHnzX8yYcIEIiMjMRqN/PXXX+7cAwcOpHbt2hiNRkJCQhg8eDC7du0qcL7o6Gi6d+9OXFwcN9xwA76+voSFhfHkk0/icDjIzc3lqaeeombNmphMJrp27ep+XhezWq289tprNGvWDJPJRGBgIAMGDGDHDhmJV1QNN9XxItCo4Vy2ixXHsj0d55ooihbvoKfwDnrykoXzBXrvGwBw2v5BdeWURTwhhBBClCMVtuW5e/fuVxztddy4cYwbN66MEl2bF154gVdffZV+/frx8ssvo9VqWbp0KbfeeiszZszg4YcfJjQ0lIULF/LEE08QEhLC888/f1XnmD59Oqmpqdx///2Eh4e756QuyrkB1q5dy8CBA2nRogUTJ04kMDCQM2fOsHr1ag4ePEizZs14/vnnCQ4OZunSpbz33nuEhIQAXLK7/IXnNHv2bNavX8/8BfPZb05imy2FjTqFdGveG9Qbbx2Kn68v/UbeQky1mtSoUQOADz/8kNDQUB566CFCQ0M5cuQIs2fPpnPnzmzfvp0GDRrkO9/Jkyfp06cPd9xxB8OGDWPlypW8++67aLVa9u3bR05ODhMnTiQ5OZm3336bwYMHs3//frTavC6cdrudfv36sXHjRkaOHMn48eMxm818+umndO7cmXXr1tG2bdur+rkIUdGYdBruaOTDrF0ZfHsomy41TQSbtFfesYLTaGugaMNRnedw2PagN8n/dSGEEKJKUUWJMpvNKqCazeZLbrN69WoVUKdNm6aqqqpu3bpVBdSJEycW2HbQoEGqn5+farFY3MuioqLU66+/vsiZLpwvODhYTUpKyrfuas79xBNPqICamJh42fNNnjxZBdRjx44VOeOoUaPU//46Ztpy1aGPPKACKo1rqXz6hMqcJ1XDvGfUYavmq98f/0dNsxS8znv37lUNBoP60EMP5VseFRWlAuq3336bb3lsbKyqKIo6ePBg1eVyuZe///77KqD+/PPP7mXvvPNOgWWqmvdzr1Wr1lX9XISoyJwulzrpzxR1+I/n1P/tSPd0nDKTlfqmmn6yp5qd/rGnowihqmrR3ncIIYQoGRW223ZlsmjRIgDuvvtukpOT8z0GDhxIRkaGu5vytbj77rvdLcHFOXdgYCAA33zzDQ6H45rzXImP3kiL4LwW5jlTX+et9gNpHlgdm8vJkvhdDPxjLg1/fIfHNi3j76QEzGYzycnJhIaG0qhRIzZv3lzgmJGRkQwdOjTfss6dO6OqKuPHj8/XBb5r164A+e6t/+KLL2jQoAFt27bNd61sNhu9e/fmzz//JCdHunOKyk+jKNzTzA8FWH/Kyu5km6cjlQmdMQYApzXOozmEEEIIUfYqbLftymTfvn0ANG3a9JLbnDt37prP898uzFd77vHjx/P999/z8MMPM3HiRDp37ky/fv24/fbbS30KsA7NY2jatClPNr+enamnWXhkG18c3cG5/Yf54PXP+eDACbDa8+1Tp06dAseJjo4usOzCqN7/XXdheUpKinvZha7doaGhl8yanJzs7hIvRGVWP1BP7ygvfjuewye7M3i7WzAGbcUdPKwodMa8cTac9oOorgwUjZ+HEwkhhBCirEjxXA6o5+/dXrFiBXq9vtBtmjVrds3n8fb2vqZzBwcHs2XLFv78809WrlzJunXrePLJJ3nxxRdZvnw53bt3v+aMV8quKAox1WoSU60mD4e1oNmYZijeJuyDOuEICwCjHtDgs+RPLLZcLLZc/A0m93Eu3LtcmEutUy+6t15VVZo2bcr7779/yeNcrrAWorK5o5EPW89ZOZft5JuDWdzVxNfTkUqVRhuCRlcblyMBh3Uneq8uno4khBBCiDIixXM50LBhQ3755RciIyNp0aLFFbe/0ujapXlujUZDt27d6NatG5DXEhsbG8vkyZNZu3Ztiee7nB+Wf09udg6rfvyJNp2v49v43cw/vJV1546S9amFLJ2W6l9NZXBUc0bWa1Mi52zYsCFnzpyhZ8+eaDRy14MQ3noNY5r78dZWMz8czaZtuJFGwYV/EFdZ6Iwx2BwJOKxxUjwLIYQQVYi8+y8HRowYAcCkSZMKvZc4MTEx3/e+vr6kpaWV+bmTk5MLrG/YsCF+fn6kpqbmyweUWMZLudBSrKoqAQYv7m3YnrU3juO1zEgwZ6HTaMhx2vny6A5uXPkZJ7LSOWxJZnvyySuO1H4pI0eOJCkpKd80Xxcrie71QlQ0bcONdK1pQgU+3Gkm1+HydKRSpTXkfdDotO31cBIhhBBClCVpeS4H2rVrx9SpU5k8eTIxMTEMHz6ciIgIzpw5w7Zt21ixYgU227+D8XTo0IE5c+YwZcoUGjVqhKIo3H777aV+7vvvv9891VNUVBRWq5VvvvmGxMREnn766Xz5AJ577jnuuOMOjEYjHTp0KPQe5GvRv39/vL293VNGBQUFsWHDBlasWEG9evVwOBx8c/OjLDyynS+P7iBZVTmVbSb2h+k0DQxnZL1Y7qp7dS3Sjz32GCtXrmTixImsWbOGXr164e/vT0JCAn/88Qcmk4nVq1eX6PMUoiK4t5kv+1JtnMt2MWdPJuNa+Xs6UqnRGfLGiHDaD6OqVhTF6OFEQgghhCgLUjx7wIVWz4vvsX3xxReJjY3lgw8+YPr06WRlZREWFkbz5s0L3F/7yiuvkJyczPTp0zGbzQDFLp6v5twjR45k3rx5zJ8/n6SkJPz9/WncuDGLFi3ijjvucG/XpUsXXn31VT7++GPGjBmD0+lk7ty5JV4816tXj59//plJkybx2muvodVq6dy5M2vXrmX8+PHEx8fTLrQ27UJr8077AUQ++ymqyReLVsfe9HM8t20Fk7b9TNShvNajDJv1iufU6/X89NNPzJw5k4ULFzJ58mQAIiIiaN++PaNGjSrR5yhEReGt1/BwK39e2pTO2pO5NKum5/pIL0/HKhWKNhxFE4TqSsNpO4zOeO1jUgghhBCi/FPU4vZfFYWyWCwEBARgNpvx9y+85WX58uUMHjyY2bNnc//995dxQpFuzWHJ8V0sPLyNdeeOupd7afXu+6N7RzREp7n04GJCiMJ9eyiLrw9mYdTCK52Dqe1XOT+jzUr5Pxy5GzH5j8Xod6un44gqrCjvO4QQQpQMuefZAzZt2gRQpAG6RMkLNHpxX8MOrL1xHMeGTeKVNv1oFBCa7/7oyK9f4YnNy6/p/mghqqIh9b1pGaLH6oS3t5rJtFXO+5+17q7b+zycRAghhBBlRVqeS9jlPgH+8ssv2bp1K//73/9o0qQJcXFxZTYytbg8VVXZmnzi3/ujrVnudRffH13LN9BzIYWoICw2F5P+TCUpx0WLED0T2wWi01Suv3UOaxxZyU+iaMPwr/6lp+OIKkxanoUQouxI8VzCLvciFhQUhKIo3HDDDbz77rtERkZ6KKW4HLvLya+nDrDw8DaWn9iD1Zk3CrmCQvfqdXmpTT+6hJfs/dtCVDbHLQ7+b2MaVqdK15omxrXyQ1OJPixUXTlYzgwEXPhV/wqNVuZ3F54hxbMQQpQdKZ5LmLyIVS5mWw5L4nex8Mg21p7Nuz+6cUAY+4Y+4+FkQpR/289ZeWubGZcK/aO9GNXUt1L1tslIfACX/QjewZPRe3XzdBxRRcn7DiGEKDtyz7MQlxFg8GJMww6s6T+OA0OfRUFhvzmRczkZno4mRLnXJtzIuJZ5b+Z/js/hu8PZHk5Usi5MWeWw/uPhJEIIIYQoC1I8C1FEDQNCaRFUHYB1Z49eYWshBEDXSBOjm/oC8PXBLH6JrzwFtNaQN+ij0ybFsxBCCFEVSPEsxFXoVr0uQL4proQQl9e/jje31PcGYO6eTL47lFUpRrHXXSie7YdQXTkeTiOEEEKI0ibFsxBXoVv4+eJZWp6FuCq3NvRhSL28AnrxwSzm783EVcELaI0uDEUbDrhw2PZ4Oo4QQgghSpkUz0JchQstz7vTzpJqrTzdT4UobYqicHtjX0ad78L9c3wOH8ZZcLgqdgHtbn227fZwEiGEEEKUNp2nAwhRkYR7+dEoIJQD5iQ2nDvGgNrNPB1JiArlxjre+Bk0zNpp4c/TVhJz0nmijT/BJq2noxWLztgCe87vOKxVq3jOtrtIznGRlOMkOceJxeYiw6aSYXeRY1dxqCpOFzhU0Clg0ikYtQomnUKAQUOAUUNMqIEIX3kbIoQQouKQVy0hrlK38LocMCex7txRKZ6FKIauNU346RXe32HhYJqdietTebR1AM1DDJ6OdtX+HTRsH6pqR1H0Hk5UsrLtLk5kODmR6eBExr8Pi+3aewwExPhL8SyEEKJCkVctIa5STHAEAIctKR5OIkTFFRNmZFqXIN7dbuG4xcErm9O5taEPg+t5o9VUnLmgNbraKJoAVJcZp+0gOmPF/UBNVVXOZDk5kGbnQJqdg2l2TmU6L7m9r14h1EtLiJeWAKOCn0GDn16Dt15BpyhoNaBVwKmC1amS61DJcahYbC7SrS5q+FbM3gZCCCGqLimehbhKNb0DADiVbfZwEiEqtuo+Ol7pFMRn/2Sw5mQuXx/MYus5Kw+29CPav2K04CqKgtbQHEfuBpy23RWqeLY5VY6a/y2UD6TZySikRbmaSUMtP935h5Zafjpq+Gjx0smwKUIIIaoWKZ6FuEoR3v6AFM9ClASDVuGhVv40raZn/p5MjpodTPozjYH1vBla3weDtvy3QusMLXDkbsBh242R2z0d55LMVpe7SD6QauOoxYHDlX8bvQbqBehpFKynUZCeBkF6/A1SJAshhBAgxbMQV62mT17L89mcDJwuF1qNvLEU4lpdH+lFyxADc/dksvmslaWHs/nzVC7DG/rQpaYJjVJ+i2it8fx9z9Y9qKoLRfH83wSXqnIq0/lvq3KqnbPZBbtgBxgUGgYZ3MVyHX8d+grwgYUQQgjhCVI8C3GVwk1+aBUNTtXFudwMIs534xZCXJsgk5YJsQFsPpPLvL2ZJOW4+HBnBj8czeHOxj7EhBpQymERrdU3AMWEqmbgcsSj1dct8wxWp8rh9Lwi+WCanYPpdrLsBbtgR/pq3YVyoyA94d7acnlNhRBCiPJIimchrpJWo6G6lx+nss2cyjJL8SxECetQw0RMmJFf4rNZdjibhAwHr/9tprafjpvretGphqlctY4qihadoSkO63Yc1t2lXjyrqkpSjotDaXYOpecVy/EWB87/1MoGDdQPzN8F21fv+VZxIYQQoqKS4lmIYojw9udUtpnT2RZPRxGiUjJqFQbV86FXLS+WHcnmt+N5RfTMnRks2p9Fr9omutU0Ud2nfLyMaQ0tcFi347TtBgaV6LGz7S6OmB0cTrdzKM3O4XQ75kIG9goyavK1Kkf569BVoJHLhRBCiPKufLzrEKKCqekdwN+ckEHDhChlvgYNI5r4Mri+N38k5PBLfA6puS6+PZTNt4eyaRCoo2tNE+2qGwk2eW7qI52xBdYMcFh3o6pqsbtCZ9tdxFscHLc4iLc4OGK2czLDyX9LZa0C0f46GgTpaRCYVyyHeGmkC7YQQghRiqR4FqIYarpH3JaWZyHKgq9ew6B6PtxUx5vNZ62sPZnLriQbh9IdHErPZM6eTKL9dbQONdAy1ED9QH2ZjtSt1TcBdKiuZFzO02h1NS+7vcOlci7byelMJ8czHMSbHRy32EnMcRW6faiXhvqBeYVygyA90f66CjESuRBCCFGZSPEsRDFcGHFbWp6FKFs6jULnCBOdI0yk5TrZeNrKxjO5HEnPa6mNtzhYeiQbrQJ1AnQ0CNRTN0BHpJ+Omr46jKVUcCoaE1pDE5y23TitO9DqauJwqaTmukjKySuSz2Q5OJOV93VijhNXwZ7XAIR4aYjy0xHtr6NOgJ4GgToCPdiqLoQQQog8UjwLUQwRXnktz3LPsxCeE2TSclNdb26q643Z6mJnkpUdSTb2pNgxW10cTndwON3h3l4Bwrw1hHppCfHSEuKlIdCoxc+g4KvX4GtQMGgUdBoFnQZ0St6/AHYX2F3q+QfYnCqZdheZNpUMm4tMu4tITTOaeu1m+8lNzD1xHWarq0B364sZtQoRPlpq++uI8tMR5Z9XMPvKvMpCCCFEuSTFsxDFIC3PQpQvAUYN3SK96Bbp5R6N+uD5OY4TMhyczHCQYVc5l+3iXLYLsJd4hvo+jWjaACJN/2C2OlDRoNdANZOW6j5aIny1RPjoqHH+6yCj3KMshBBCVCRSPAtRDDW9pXgWorxSFIUwby1h3lq61DQBedM7WWwqpzIdpOTkdaVOznFitp1vPba7yLSr2J0qTlXF4aLA1E96TV63cYMG9FoFH70GP72Cr0GDn16Dn6EFTtWIny6DNzqaCfRpgL9BkQJZCCGEqCSkeBaiGCLODxhmtuWSZbfiozd6OJEQ4nIURSHAqBBgNBR5H5eq4nSBCug0oClCEZyV3BKH9W+qG3ZjNDa6hsRCCCGEKG/kxiohisFfb8JHl/cmXO57FqJy0igKeq2CQasUqXAG0BlbA+Cw7ijNaEIIIYTwACmehSgGRVGk67YQooB/i+ddqKrTw2mEEEIIUZKkeBaimGSuZyHEf2n09VAUP1Czcdr2ezqOEEIIIUqQFM9CFFNt3yAAjmQkeziJEKK8UBQtWmMMAA5bnEezCCGEEKJkSfEsRDG1DKoBQFzKaQ8nEUKUJ+6u27nbPZxECCGEECVJiudCvP322zRr1ozmzZvz+eefezqOKKdaV6sJwI7UUx5OIoQoTy4Uz07bHlTV6uE0QgghhCgpUjz/x+7du1m0aBHbtm1j69atzJo1i/T0dE/HEuVQTHAEAPGZaaRbczycRghRXmh0tVA01QA7TuseT8cRQgghRAmR4vk/9u3bR6dOnTCZTJhMJmJiYvjll188HUuUQ0FGb6LP3/ccJ63PQojzFEW5aNRt6bothBBCVBaVrnhet24dAwYMICIiAkVRWLZsWYFtZs6cSZ06dTCZTMTGxrJ+/Xr3uubNm7N69WrS09NJT09n1apVnDolhZEoXEzwha7bct+zEOJfOmMbQIpnIYQQojKpdMVzVlYWrVq1YsaMGYWuX7x4MY8//jjPP/88O3bsoGvXrvTv35+EhAQAmjZtyqOPPkrPnj0ZMmQI7dq1Q6fTleVTEBVI62p5Xbd3pMgHLEKIf+lMsQA47QdxOWUueCGEEKIyqHTFc//+/XnllVcYOnRooevfffddxowZw3333UeTJk2YPn06tWrVYtasWe5tHnzwQbZv387q1asxGAzUr1//kuezWq1YLJZ8D1F1tD7f8hwnLc9CiItotCFodHUAVVqfhRBCiEqi0hXPl2Oz2di2bRt9+vTJt7xPnz5s3LjR/X1iYiIABw4cYMuWLfTt2/eSx5w2bRoBAQHuR61atUonvCiXLnTb3pt+jlyH3cNphBDlyYXWZ4d1q4eTCCGEEKIkVKniOTk5GafTSXh4eL7l4eHhnD171v394MGDadq0KSNGjGDu3LmX7bb93HPPYTab3Y8TJ06UWn5R/kT6BFDN6I1TdbEzTVqfhRD/0hnbAeDI3Yqqqh5OI4QQQohrVSVv5lUUJd/3qqrmW3ZxK/SVGI1GjEZjiWUTFYuiKHQLr8vShH/48cQ+OoRGeTqSEKKc0BlbAHpUVzIux3G0+mhPRxJCCCHENahSLc8hISFotdp8rcyQ1037v63RQhTVkKgWACw7/o+HkwghyhNFMaIztgTAkfu3h9MIIYQQ4lpVqeLZYDAQGxvLypUr8y1fuXIlnTp18lAqUdHdXKsJOkXDP+lnOWxJ9nQcIUQ5ojO1B8Bu3eLhJEIIIYS4VpWueM7MzCQuLo64uDgAjh07RlxcnHsqqgkTJvDpp58yZ84c9u3bxxNPPEFCQgJjx471YGpRkQUZveleox4AS4/v9nAaIUR5ojNdB4DTuhPVleXhNEIIIYS4FpWueN66dSutW7emdevWQF6x3Lp1a1588UUAbrvtNqZPn85LL71ETEwM69atY8WKFURFyb2qoviG1G4OwFLpui2EuIhWF4lGFwk4ZdRtIYQQooJTVBkCtERZLBYCAgIwm834+/t7Oo4oI6eyzER+/TIA+4c+Q6OAMA8nEkKUFznmWdgyl6D37oN30LOejiMqGXnfIYQQZafStTwL4Qk1fQIYWKsZAG/uXuPRLEKI8kV/vuu2I3cLqur0cBohhBBCFJcUz0KUkOda9gRg4ZFtnMxK92wYIUS5oTW0AMUH1ZWO07bf03GEEEIIUUxSPAtRQq4Li6J79XrYXU7e/metp+MIIcoJRdG5W5/tOas9nEYIIYQQxSXFsxAlaFLLXgDM3L+RnamnPZxGCFFe6L3z/jbYc1ZL120hhBCigpLiWYgSdENEAwbXbo7d5WT0+q+wu+RNshACdMZYFE0Aqisdh3W7p+MIIYQQohikeBaiBCmKwkedbqGa0Zu41NO8sO1nT0cSQpQDiqJD73U9APbsPzycRgghhBDFIcWzECUs3MuPmR2HAvDmP2v4YO96DycSQpQHeq/zXbdz/0R15Xo4jRBCCCGulhTPQpSC4XVieKl1XwAe27yc6XvWIVOqC1G1aQ3NULTVQc3BnvuXp+MIIYQQ4ipJ8SxEKXmh1Q083rQrAE9s+Z67139JujXHw6mEEJ6iKAoGr7wp7ew5qzycRgghhBBXS4pnIUqJoii8234g09sPQqto+PzIdhp99wazD2wi12H3dDwhhAdcGHXbkbsFl8vi4TRCCCGEuBpSPAtRihRF4bFmXVnV70EaBYSSmJvJgxuXEPXNq0zZ8SvncjI8HVEIUYa0+mg0+nqAA0fOOk/HEUIIIcRVkOJZiDLQrXo9dg16kvfaDyTSO4DE3Eymxq2k9tevcM/6r2ROaCGqkAtdt23Zv3s4iRBCCCGuhqLKKEYlymKxEBAQgNlsxt/f39NxRDlkdzlZenw37+1Zz6ak4+7lk2N6M+X8IGNCiMrL5Ugk49ydgIpv+Hy0ukhPRxIVmLzvEEKIsiMtz0KUMb1Gy/A6Mfx18yP8ddMj3FYnBoCpcSt5a/dqz4YTQpQ6jS4MnbEdALasFR5OI4QQQoiikuJZCA+6LiyKr7qPYFrsjQA8s/Unfjt1wMOphBClzeBzEwD27F9RVRlAUAghhKgIpHgWohyY2LInDzS8DoA3pPVZiEpPZ7oORROM6krHIXM+CyGEEBWCFM9ClBPPt+qFVtGw6sxh4lJOeTqOEKIUKYoOg3feGAe2rB89nEYIIYQQRSHFsxDlRG3fIG6NbgnAe3tkChshKjuDz82ABod1G057vKfjCCGEEOIKpHgWohx5olk3AL48FkeizAEtRKWm0VVHZ+oEgC1zqYfTCCGEEOJKdJ4OIIT4V/vQ2rQKjmBn6ml+P32IO+u18XQkIUQpMvoOxZH7J7aclRgDxqDRyFRDwnNUVcXpdOJwODwdRQjxHzqdDq1Wi6Iono5SpUnxLEQ506tGfXamnmb12SNSPAtRyWkNLdHo6+GyH8GW9RMmvzs8HUlUQaqqkp6eTlJSEk6n09NxhBCXoNVqCQsLIyAgQIpoD5HiWYhypmeN+ry7Zx2rzxz2dBQhRClTFAWj7zBy0t7AlrkEo88QFI3J07FEFXP27FnS09Px9/fH398fnU4nb8yFKEdUVcXhcGCxWDhz5gw5OTnUqFHD07GqJCmehShnuobXRatoOJKRwonMdGr5Bno6khCiFOm9epJrWYDqPIMtewVG36GejiSqEKfTidlsJjQ0lJCQEE/HEUJchp+fH0ajkeTkZMLCwtBqtZ6OVOXIgGGlJG3dCJzZpz0dQ1RA/gYTsdVqArD6rLQ+C1HZKYoOo99tAFgzFqOqNg8nElWJ3W5HVVV8fHw8HUUIUQQ+Pj6oqordbvd0lCpJiudSYj3xA0lLm5J98BNUVfV0HFHB9KhRH0C6bgtRRRi8+6JoqqG6krFlrfB0HFEFSTdtISoG+b/qWVI8lxJ9tTaodjPmjQ+Q+mtPHJZDno4kKpALxfMqKZ6FqBIUxYDRbwQA1oyFqK4sDycSQgghxH9J8VxKgvv8jl+7d1F03tjOriFpWQsyd72O6pIuFuLKOodFo1EUErLSOZ1t9nQcIUQZMPjciEYXiepKx5r5tafjCCGEEOI/pHguJYpGi2+zJwgZ9A+GiD7gspKx/TmSf2yPPXmbp+OJcs5Xb6RJQBgA25JPejiNEKIsKIoOk/99AFgzl+ByJnk4kRBCCCEuJsVzKdP51SG49y8EdF2AYgzGkRpH8k/tsfz9NKoj29PxRDnWNqQWAFtTpHgWoqrQmbqgNTQHNZec9A89HUcIUUGtWbMGRVGYN2+ep6MIUalI8VwGFEXBu95IQgfvw1T3TlBdZO15m6RlzbGe/t3T8UQ51bZaJABbk094OIkQoqwoioJX4GOABkfueuw5f3k6khBCFNmaNWuYMmUK6enpno4iRKmQ4rkMab3CCOr2BUE3/ITGpxbOzGOk/tab9D/vwWVN9XQ8Uc64W56TT8qI7UJUIVp9XQy+wwDIMX+A6sr0cCIhhCiaNWvWMHXqVCmeRaUlxbMHmCJvJHTwHrybPAIo5ByeR9LSJuQcWyxFknBrFRyBVtGQmJvJySwZNEyIqsTkdzcabQ1UZyI56R94Oo4QogrKzCz9D+6sVisOh6PUzyNESZHi2UM0ej8COnxAtRs3oAtsiis3kfS1t5O2ahDOLLnHVYCXTk/zoOoAbE2RrttCVCWKxguvoOcADfacP7Blr/R0JCEqDavVymuvvUazZs0wmUwEBgYyYMAAduzYUaT9U1NTmTBhAvXq1cNkMhEUFETLli159dVXATh37hwGg4G77rqr0P0fffRRFEXh4MGDAEyZMgVFUdi/fz/PPPMMNWvWxGg00qpVK1asKHze92+//ZYePXoQGBiIt7c3jRo14tFHH8VmsxXY9tNPP6Vp06YYjUaioqJ48803C2wTHR1N9+7d2bFjB3379iUgIIAWLVq412/YsIF+/foRGBiIl5cXrVq14n//+1++Rp/u3bszdepUAOrUqYOiKPnuux49ejSKopCUlMS9995LeHg4Xl5enDyZ9743ISGB0aNHU6NGDQwGA9HR0UyYMAGzOX8Dwrx581AUhVWrVvHGG29Qt25djEYjDRs2ZP78+YVeLyFKis7TASozl82CovNB0WgvuY0hrCMhA7aTuft1Mne9ivXEDySdXYNf7Ot4NxqLosjnG1VZ22qR7Ew9zdbkkwyJanHlHYQQlYbO2Ayj30isGfPJSX8PrS4araGBp2OJKkRV1XI7uKmi80ZRlKvez263069fPzZu3MjIkSMZP348ZrOZTz/9lM6dO7Nu3Tratm172WPceuutrFu3jgcffJBWrVqRk5PDwYMHWbNmDc8//zzh4eEMGjSI7777jrS0NIKCgtz7Wq1WvvjiC7p160bDhg3zHXfUqFEYjUaefvppbDYb06dPZ/DgwRw8eJDo6Gj3ds8//7y7+J8wYQLVq1fnyJEjfPvtt7z00ksYDAb3trNmzSIxMZH77ruPgIAAPv/8c5599lkiIyO58847850/ISGBXr16ceutt3LLLbe4W55XrFjBoEGDCAkJ4fHHHycoKIhvv/2WRx99lN27dzN79mx3ruDgYJYuXcp7771HSEgIAJ06dcp3nt69exMREcH//d//kZWVha+vLydOnKB9+/akpqYyduxYGjduzF9//cV7773HqlWr+Ouvv/Dy8sp3nOeee47c3FzGjh2LwWDgo48+YvTo0dSvX5/OnTtf9mcoRHFJ8VxKVFUlff3duHKTCOj8KfrAppfcVtEa8YuZjCn6Vswb7sOe9BeWTQ+Tc3QRAZ0+QR/YpAyTi/KkbUgknx3awjYZcVuIKsnodxdO214c1r/JSn0R39AP0WiDPR1LVBGqI5tzX/h6Okahwu/KRNH7XPV+//vf/1izZg0///wz/fr1cy8fN24czZs356mnnmLNmjWX3N9sNrNq1SrGjRvHjBkzLrndAw88wJIlS/jiiy8YP368e/myZctITU3lvvvuK7BPaGgoP/zwg/tDgR49etC+fXs+/vhjpk2bBsCWLVt47bXX6NmzJytWrMBoNLr3f/311wsc88SJE+zdu5fAwEAA7r33XqKiovjf//5XoHg+duwYc+bM4Z577nEvczqdjBs3Di8vL/7++28iI/MGMx0/fjw333wzn3zyCaNHj6ZTp0707t2bDRs2sHTpUgYPHpyv4L9Yq1atCrQQjxgxgnPnzrFs2TIGDRoE5P1MGjduzAsvvMB7773HpEmT8u1js9n4+++/3R8W3HrrrdStW5cZM2ZI8SxKjTRrlhJn5nFsZ1ZhT/qL5O9bkxH3EqqzYFeai+kDm1Ltxj/x7zADReeLPXEDyd/HkLHz5SvuKyqnfwcNOyH3wwtRBSmKFu/gF9DoIlGdiWSlPIfqyvB0LCEqrC+++IIGDRrQtm1bkpOT3Q+bzUbv3r35888/ycnJueT+Xl5emEwmNm3aRHx8/CW3u+GGG6hbty6fffZZvuWfffYZAQEBDBs2rMA+jz32WL7W9Hbt2uHn58ehQ4fy5Qd49dVX8xXOgLub9MXuueced+EM4O3tzXXXXZfvmBdUq1aNUaNG5Vu2fft2jh8/zujRo92FM4BWq3UXs999912h1+BSJkyYkO97l8vF999/T4sWLdyF88Xb+vr6FnqOcePG5Wtlr1mzJg0bNiz0uQlRUqTluZTo/KIJGLIX818PYT35E5lxk8mN/4aAzp9hCG1/yf0URYNPk4cx1R747747XiT32GICOn2KIey6MnwWwtNaBNVAr9GSYs3meGYa0X7S4iREVaNofPGu9ipZSY/hsh8mK3kiPiFvoGjKZ4ugqDwUnTfhd5XP0d4VnXex9tu3bx85OTmEhoZecpvk5GRq1apV6DqDwcD777/Po48+Sp06dWjSpAk9e/Zk0KBB9O7d+998isL999/Pc889x/bt22nTpg3Hjx/njz/+YOzYsQW6IAPUrVu3wLLg4GBSUlLc318oDFu2bFmk51vYMatVq5bvmBdvq9Hkb1c7evQoAM2aNSuw/YV7oi9sU1QNGuS//SQpKYmMjIxCz+Hl5UW9evUKPcelntvx48evKo8QV0NankuR1qcWQb1+ILDbIjTGEBzp/5CyoiOWLROueA/Rv/t+icYUiiN9DykrOmHe/Bgue/l8IRMlz6jV0TKoBiCDhglRlWl1kfiEvIWi+OG07ycz6QlczmRPxxKVnKIoaPQ+5fJRnPudIe+2uqZNm7Jy5cpLPi5XWENel+z4+Hg+/fRT2rVrx9KlS+nTpw9DhgzB5XK5t7vnnnvQ6/V8+umnAMydOxeXy1Vol23Ia829VOaLv76a536pYxbG27vgBxKl0evtv+e50jkutb4o10uIkibFcylTFAWvuncQOmQfXnVHgOoiN2FZkf5j5+17O6GD9+FVbxSgkr3vA5KXNSP35M+lH16UC21D8rpJbU2W+56FqMq0+rr4hLyNognC5ThKZtIjOGz7PR1LiAqlYcOGJCUl0bNnT2644YZCHyaT6YrHqV69OmPGjGH+/PmcOHGCe++9l2XLlrF27Vr3NuHh4QwcOJBFixaRlZXFvHnzaNOmDa1bty52/kaNGqGqKjt37iz2Ma5GvXr1ANizZ0+Bdf/880++bYBifagRFhaGn59foefIzc3l6NGj+c4hhCdJ8VxGNKYQArstJOiGFQR0mYvm/CAXqurCZU27wr7VCOw6j+A+v6H1jcaZlUDa7zeStm4EztyksogvPOjf+56leBaiqtMa6uMb+j80ulp590AnPYY14xtU1enpaEJUCCNHjiQpKYm33nqr0PXnzp277P7Z2dlkZ+fvPajRaIiJiQHyprG62AMPPIDZbGbs2LEcP378kq3ORXVhkK8XXngBq9VaYH1Jt7q2adOGqKgo5s+fz6lTp9zLXS6XexCzIUOGuJf7+ubdTpKWdvn3thfTaDQMHDiQ3bt38+OPP+ZbN336dDIzMxk6dOi1PA0hSozc8/wfBw4c4Lbbbsv3/ZdffsngwYNL5PimyP75vs/eP4vMnS/hf90MTFHDLvuJnTGiNyGD/iEz7kWy9k4n9+gXWE/9gn/76XjVvavYXZhE+da22vmW55QTV91dSwhR+Wh0NfANnUF22js4cteRa/kIe84avAIfQ2toeOUDCFGFPfbYY6xcuZKJEyeyZs0aevXqhb+/PwkJCfzxxx+YTCZWr159yf0PHjzI9ddfz5AhQ2jWrBnVqlVj//79zJo1i4iICG644YZ82/fu3Zu6devy+eef4+XlVWCE66vVvn17nn32Wd544w1iY2O57bbbqF69OseOHWPJkiVs2bIl3wBh10qr1TJz5kwGDRpEu3btePDBBwkKCuK7775j7dq13H///fmmourQoQOQN43UHXfcgdFopEOHDtSpU+ey55k2bRq///47t9xyi3uqqk2bNrFgwQJatWrFY489VmLPSYhrIcXzfzRq1Ii4uDgAMjMziY6OzjcARElSVZWcIwtx5SaSvmY4xlqDCLjuQ7Q+NS+5j0bvg3+7dzDVuR3zhvtwpO3CvH4kuUc+x7/jR+j8okslq/CcZkHVMWp1mG25HMlIob5/iKcjCSE8TNH44h38Ivbsn8gxzz5/H/RD6L26Y/QbiVYf7emIhVJVFdWVjNMej9bQCI3G39ORRBWj1+v56aefmDlzJgsXLmTy5MkARERE0L59+wKjTf9XrVq1uPfee1m9ejXLly8nNzeXiIgI7r77biZOnEhAQEC+7RVF4b777mPSpEnceuutBdYXx+uvv06rVq2YMWMGb775Ji6Xi1q1anHjjTcWet/ytbrxxhtZvXo1L7/8Mu+++y5Wq5UGDRrw/vvv88gjj+TbtkuXLrz66qt8/PHHjBkzBqfTydy5c69YPNeqVYvNmzfz4osvsnjxYlJTU6lRowZPPPEEkydPLpXnJURxKKrcVX9JixYtYvny5SxevLjI+1gsFgICAjCbzfj7X/lNgeq0krnrNTJ3TwOXHUXvj1/sG3g3egBFuXyvetVlJ+uft8mImwouK4rOG7/Wr+Ld5BEUTdEHiBDl33U/fsDmpAS+vP4ubq9b/HulhBCVj8uZTK55NvacP9zLdMZY9N790Xt1QlGMl9m7dPxbJB/H5YjHaY/HZY/H6UgANQsA7+CX0Xt1usKRxJVc7fuO/8rNzeXYsWPUqVOnSPf6iqv39ttv8/TTT7Nu3Tq6du3q6TiigpP/s55V6e55XrduHQMGDCAiIgJFUVi2bFmBbWbOnOn+hYuNjWX9+vWFHuvrr7/O14W7NChaI36tpxIyYDv6kPaodguWTQ+R8vP1OMwHL7+vRo9vy+cIHbQLQ3g3VEc2lr+fIGVFJ+xpu0s1tyhbF7pu/50sI24LIfLTaEPwDp6Eb9hsdKaugAaHdRs5aa9gOTOUrORJWDO/xWmPL/H7IVXVhtN+DHvOWnIzviA7dRqZieOwnBlIxtnbyU55llzzLOzZP+O07ztfOGvQ6GoDrisdXogKz+FwMGvWLJo2bSqFsxCVQKXrtp2VlUWrVq245557uOWWWwqsX7x4MY8//jgzZ86kc+fOfPzxx/Tv35+9e/dSu3Zt93YWi4UNGzbw1VdfXfZ8Vqs134ANFoulWLn1Qc2pduNGsvd/SMb2SdiT/kJ1ZBVpX11AQ4L7rSbn4KdYtj6NPXkLyd+3wbfFRHxbPo+ik0+lKrp25wcN25SU4OEkQojySquvh0+1KbgcZ7BlrcCW8zuqMxGHdTMO6+a8jRQftLraaPRRaHW1ULTBKJqAvIfiDSigaFHIK4xVNRvVlY3qykR1JeNyJqE6k3E5L3ydCFyqINeg0dVEo4tGq486/280Gl0kiqIvm4sihIccO3aMv/76i+XLl3P06FEWLVrk6UhCiBJQKt22v//++6vep3fv3oVOGH8tFEVh6dKl+Qb76tChA23atGHWrFnuZU2aNGHw4MHuUQMBFi5cyK+//srnn39+2XNMmTKFqVOnFlhe3O5TAM7MBKxn1+Bd/+5/l2Wduuy90O7tsk9j3vQw1oRlAGgDGhPY6RMM4V2KlUWUD4fMSTT87g0MGi2WEa9i1Fa6z72EECVMVV247EdxWLfhsG7HYd0F2Er+RBcKcl0kGn2t81/XQqOLQFEMJX8+kY902y6f5s2bxz333ENISAjjxo0r9L2iEMUh/2c9q1SKZ43m6nqDK4rCoUOHqFu3bonm+G/xbLPZ8Pb25ptvvsk3rP5jjz1GXFxcvrn5BgwYwAMPPMCAAQMue47CWp5r1ap1TcXzf9nTdpP8Q1u8G96HX5tpaAxXPm7O8e+wbHoYV85ZALwbPYRf7OtF2leUP6qqEvblFJKtWfx10yNcFxbl6UhCiApGVe24HKdwOY6fvxf5JKorHZfLjOqyoLqyyWtFVgFX3r3SijeK4oWi8UGjrYaiDUWjDUGjDUXRhKDR1UDRBMksAB4kxbMQVYv8n/WsUmu+Onv2LGFhYUXa1s/Pr7Ri5JOcnIzT6SQ8PDzf8vDwcM6ePev+3mw2s2XLFr799tsrHtNoNGI0lu5gLNaTK8BlI3v/THITlhNw3UxMtQdedh+vqKEYq/fAsvUZcg59SvaBWeSe+L5I+4ryR1EUOoZF8cOJvWxMjJfiWQhx1RRFj1af13VaX7IdvYQQQogqoVQGDBs1atRVdcEeMWJEibXSFsV/PyH/79y5AQEBnDt3DoOhfHQ3823xLMF9fkfrVw9X9inSVg0ibfWtOLPPXnY/jTGIwM6fENx3FVq/+v/uu2b4FfcV5U+nsGgANibGezSHEEIIIYQQVVGpFM9z5869qtbkWbNmERJS+nPXhoSEoNVq87UyAyQmJhZojS5vjBG9CB20G5/mz4KiJff4EpKWNSH78IIr71ujB6GDduHTYmLevvHf5O17aE6Jj7wqSk+n863NfyUdl5+bEEIIIYQQZazUp6rKyckhOzvb/f3x48eZPn06v/32W2mfugCDwUBsbCwrV67Mt3zlypV06lT+55pUdF74t32dkJu3oq/WFtWWjsuaUvR9Y6cRcvNWdNXaoNrSMW8YQ+pvN+CwHCnl5KIktA2phU7RcDrbQkJWmqfjCCGEEEIIUaWUevE8aNAgFizIax1NT0+nQ4cOvPPOOwwaNCjfiNclJTMzk7i4OOLi4oC8qQLi4uJISMib4mfChAl8+umnzJkzh3379vHEE0+QkJDA2LFjSzxLadFXi6HaTX8R0GUePk0edS93ZBxFdV5+JFV9tRhCbtqMX9u3QOuF7cwqkpa3IPOft1BdjtKOLq6Bt85ATLUIADaci/dsGCGEEEIIIaqYUi+et2/f7p4UfsmSJYSHh3P8+HEWLFjABx98UOLn27p1K61bt6Z169ZAXrHcunVrXnzxRQBuu+02pk+fzksvvURMTAzr1q1jxYoVREVVrAGYFI0O7/qjUDRaAFRHDqkr+5H8Y1tsSZuvuK9v86cIHbQbQ41e4MwhY+szJP/UAXvKjrKIL4qpc1gdANafO+bhJEIIIYQQQlQtpV48Z2dnu+9//u233xg6dCgajYbrrruO48ePl/j5unfvjqqqBR7z5s1zbzNu3Dji4+OxWq1s27aNbt26lXiOsuYw70e1puFI203KTx0xb34Mlz3jsvvo/OsR3GclAZ3noBiCcKRsJ/nHdli2TkR15JRRcnE1rq+eN53bunNHPZxECCGEEEKIqqXUi+f69euzbNkyTpw4wa+//kqfPn2AvEG6ynKE7cpOX601oUP24VVvJKCSve8DkpY1I/fET5fdT1EUvBvcQ+jgvZiih4PqJOufN0ha3hLrmdVlE14UWdfwvOJ5b/o5knIzPZxGCCGEEEKIqqPUi+cXX3yRp556iujoaDp06EDHjh2BvFboC12rRcnQmEII7LqA4N6/ovWtgyvrBGl/3Eza2juu2JKs9a5OUPfFBPVcjsa7Js6Mw6T+2pP0DffhssrgVOVFiMmH5oHVAVh3VlqfhRBCiLI2b948FEVhzZo1no4ihChjpV48Dxs2jISEBLZu3covv/ziXt6rVy/ee++90j59lWSs2YeQQbvxafYkKBpUmxm0piLta6o9kNDBe/FuPA6AnEOfkbSsKTnx38r0SOXEha7ba6V4FkIIIUQ5ZTabee211+jQoQNBQUEYDAYiIiIYNGgQX331FS6Xy9MRi2zZsmVMmTLF0zFEOaCoUhGVKIvFQkBAAGazuVx0S7cnb0MxhaDzzRsQzWVNw2VNQedf/4r72s79SfrG+3Ga9wNgrD2YgA4z0PrULNXM4vK+ObaT4WsW0jKoBjsHP+npOEIIITzoWt935ObmcuzYMerUqYPJVLQP2qs6p9OJ3W7HYDCg0ZR6O1SFtGPHDgYMGMCZM2e4+eab6d69O4GBgZw5c4aVK1eyZs0aXn31VSZNmuTpqEUyevRo5s+fXy4akuT/rGfpSuOgu3btonnz5kX+g7Jnzx4aNWqETlcqcao0fUhsvu8tW58i5+gi/GKm4NNsAopGf8l9DeFdCB2wg8zdr5G5axrWhGUknVmFX9s38W54P4oiLxie0O18y/PutLOkWrMJNnp7OJEQQghRdWi1WrRaradjFFlWVhY+Pj5ldr7ExERuuukmMjMzWb16dYGBeSdNmsT69es5dOhQmWUSoqSUSvXTunVrUlJSirx9x44d3fMwi9KjOm04MxPAmUvGtokk/9gee/K2y+6j6Ez4tX6JkIHb0Yd0QLVbsPw1ltRfeuAwHyij5OJi4V5+NA4IQ0Vl7dkjno4jhBBCVChWq5XXXnuNZv/P3n3HN1W9Dxz/3KRt0r0LFDrYmwItIJuyBGU7UBBBEQVB3Iri9wdO3MJXBEQUFEFxAQ4QqrTsDWW17JayO6BJd5vk/v7ol0hsgba0pLTP+/XKS3Puuec+9zQheXLOPbd5c/R6PV5eXgwcOJC9e0t2u87irnm+UrZu3Tree+896tWrh06no1GjRnz99dfWemazmdq1a9OqVati2/7yyy9RFIWffvqp1PHGxMSgKAqLFi3is88+o1mzZuh0Oj744AOgcLDq/vvvp06dOjg5OeHv70/Xrl1ZsWJFufbPBx98wPnz53n33XeveUebrl278uijj9qU/fbbb3Tt2hV3d3dcXV1p37493333XZF9e/ToQWhoKImJiQwdOhQvLy+8vb0ZM2YMmZmZWCwW3nnnHerWrYtOp6NNmzZs3Ljxmn316aef0qhRI/R6PQ0bNmTWrFk2dUNDQ61/Q0VRrI+r//6bN2+mX79+eHl54ezsTFhYGJ9++mmRkeoxY8agKAqXL19m3LhxBAQEoNfr6dy5M9u3X/9Ws6JyqJChXlVV+c9//oOLS8lGxPLz8ysiDPEvitYJn75ryTn+NcZdz2O6FEvqH+1xbfYMbq3fQON47V8lHb1b4nvXZrIPzyZjz1TyL24gZWUY7q3/D9cWL153BFuUv96BDTlsSOavc8cYGtLS3uEIIYSowiwFWdfcpihaFAd9CetqUBycy1RXNWVbE5HrfV+5kYKCAvr168eWLVsYNWoUkyZNwmAwsGDBAjp37syGDRuIiIgoc/uvvPIKubm5jB8/HicnJ+bNm8eYMWNo0KABnTt3RqvVMnLkSD744ANiY2Np3bq1zf7ffPMN3t7eDBw4sMzxzpw5k0uXLjFu3Dhq1KhBUFAQaWlp9OzZE4Dx48cTEhJCWloae/bsYevWrQwZMqTc+uenn37CycmJMWPGlLjf5s+fzxNPPEHDhg155ZVXcHJy4ttvv2XEiBEkJCQUmd6dlZVFZGQkkZGRvPvuu+zevZsFCxaQk5ODn58fO3bs4KmnnqKgoIAPP/yQQYMGcerUqSKXNnz66adcuHCBJ554And3d7777jueeeYZ0tLSeOONN6z9+fHHH7Nx40YWL15s3bdp06YArFq1isGDB+Pn58czzzyDt7c3P//8M5MnT+bAgQPMnz+/yPn269ePgIAApk2bRmpqKh9//DF33XUXiYmJ1lv8ikpKrQDdu3dXe/ToUarHuXPnKiKUW85gMKiAajAY7B3KdZmyL6qXYh5Uzy1EPbcQ9eKPoWp+6t4S7VtgTFDT1txp3Td5RSs1L2VHxQYsbKxIPKDy1fNqw59m2DsUIYQQdnSz3ztycnLUuLg4NScn55p1rnzeF/dIi7rLpu75xS7XrJu6qrtN3QtL/a5ZN+XXCJu6F38IsW67GR999JEKqKtXr7YpNxgMalBQkNq9e/fid7zKwoULVUCNjo4uUta6dWs1Ly/PWn7mzBnVyclJfeCBB6xlBw8eVAH12WeftWk3ISFBVRRFnTBhQpnijY6OVgHVx8dHTUlJsam/cuVKFVB/+OGH657bzfaP0WhUAbVly5bXrXe1y5cvq66urmpoaKianp5uLc/KylJbtWqlOjg4qKdOnbKWd+/eXQXUjz76yKade+65R1UURW3Xrp1aUFBgLb9y7nPnzrWWXekrNzc39fTp09byvLw8tV27dqpWq1UTExOt5aNHj1aLS5tMJpMaEhKiuru727RjMpnUfv36qYC6efPmIu1c/TdWVVX94YcfVECdN2/eDfurJO9ZUXEqZNp2TEwM0dHRpXrUqlWrIkIR16B1DsC7+1K8e/+B1jUY1ZSN1i24RPs6uIfi3Wc1Xl2/RdH5Yrq8n7Q/7sC447nr/oosyk+PWvXRKhqOGVM5lXnJ3uEIIYQQt4UlS5bQsGFDIiIiSE1NtT7y8/Pp06cPmzZtIifn+rf3vJ4nn3wSJycn6/PatWvTqFEjm+t7mzdvTnh4OEuXLsVsNlvLFy9ejKqqjB49+qbiffjhh/Hz87Mp8/LyAgpHSQ0GwzXjv9n+MRqNAKVavC4qKoqsrCyeeuopPD09reUuLi688MILmEwmfv31V5t9tFotEydOtCnr3LkzqqryxBNP2Kyj1LVrVwCOHz9e5NgjR46kTp061udOTk48++yzmM1mfvvttxvGvmfPHk6dOsWYMWNs2tFqtdbR8l9++aXIfs8++6zN8yuzAuQ68MpPVuiq5vR17sJpyCFMhsNodD5A4bT7/PN/4VSrN4qiFLufoig41x+JU+2+ZOx4jpyT35IV9wm5Scvx7Pg5utp9b+VpVDueTs508A9mS3IiUeeO8VijDvYOSQghRBVVY2TmNbcpiu3CWQHDk69T13bMxv/exJLXHRpXLisdx8fHk5OTg7+//zXrpKamEhQUVKb269WrV6TM19eXU6dO2ZQ9/PDDPP3006xZs4a77roLKEyeGzduTIcO/3ymlyXehg0bFqnTrVs3HnnkERYuXMiSJUuIiIigd+/e3H///bRo0eKmjne1K0nzlSS6JE6eLLz1ZvPmzYtsa9mypU2dK2rVqoVOp7Mp8/b2BgqvUS6uvLj1mK5Mvb5as2bNADhx4sbrypQldij6OvH19b1mjKJykeRZoHF0w8nvn+tXchOWkb7hQZwC++LZcR4O7nWvua9W749Xt8Xo643EuPUJzJmJXIq6E+f6D+PR7mM0et9bcQrVUu/AhoXJ89mjkjwLIYSoMKW5xrii6ioOLhT/c37pqKpKs2bNiiwKdbXrJY43cq1VuP+d+I8YMYIXXniBb775hrvuuoutW7dy7Ngx3n777ZuO91prDn311Ve88MILrFq1ik2bNvHJJ5/w9ttv89577/HCCy+U+XhXc3d3JyQkhCNHjpCTk4Ozs/M1615xvR9FrrXtequdl/RvABQ7SHSl3rUGkEoS342UJkZRuUjyLIqw5KWBRkf+ubWkrmyBW5s3cW06GUVz7ZeLvk4/nIYcImPPa2TH/5ecE9+Qd3Y1Hu1noa/7QIn+ARKl0yewEW/ERvH3+WNYVAsauXWYEEIIcV2NGjXi/Pnz9OzZ0673aPbz8+Ouu+5i5cqVGAwGvvnmGzQaDaNGjbKpV97xNmvWjGbNmvHCCy9gNBrp2rUrr776KpMnT8bJyalcjnfvvffy0Ucf8fXXXzN+/Pgb1q9fvz5QuBr4nXfeabPt0KFDNnXKW1xcXJGy+Ph4wHZ0+FrfY6+O/d8OHjxoU0dUDfJtWxTh2nQi/oP341SzB6opm4ydz5P2xx0UpMVedz+NoxueHWbie/dWHLxaYMlNIX3DCC7/PbDwFlmiXHXwD8bdUUdaXja7Us/YOxwhhBCi0hs1ahQpKSnW2zf928WLF29ZLKNHjyY3N5clS5bwww8/EBkZWWQ6dHnFe+nSJSwWi02Zh4cHDRo0oKCggIyMjHI73osvvkiNGjV4+eWX2bx5c7F1NmzYwFdffQVAnz59cHV1Zfbs2TbTvXNzc/noo49wcHCwrj5e3pYsWcKZM/98h8rPz+eTTz5Bq9XaHNPNzQ2Ay5cv2+zftm1bQkJC+Prrrzl79qy13GKxMGPGDACGDh1aIbEL+6iwkec5c+bQrVs3m+soqpPhw4fj6Hi7377JHXNmGCbDIVTLbqANjl7N0boXvZ6nCDUEU0YBJsNR4A8UpR4OXk3RuoVCuUy8EgBuqafJyDHy0KJNNPEMsHc4QghRIrVr12bu3Ln2DkNUQ08//TRRUVFMmTKFmJgYevXqhYeHB0lJSfz999/o9Xqio6NvSSx33303vr6+vPLKKxiNRpuFwso73m+++YZPPvmEoUOHUr9+fXQ6HZs2beKXX36xxlFex6tRowa///47gwYNolu3bgwaNIju3bvj6enJhQsXWLt2LTExMdbk0svLi48++ojx48fTrl07HnnkERwdHfn222+JjY3l7bffJji4ZIvallajRo3o0KED48ePx93dnaVLl7Jz507+85//EBISYq3XoUMHZs+ezcSJE+nfvz+Ojo707NmTgIAA5syZw+DBg2nXrh1PPPEE3t7e/PLLL6xfv55x48bRqVOnCold2EeFJc/nz5/ngQcewN/fn0mTJjF06FC7To+51ZYtW1aqlQYrM3P2BYw7JpOb+CM+d/4XXa2eJd63ID0ew5ZxFCRvBg7i6O+OZ6cvcPQuurCCKL1Fx3byyKZluPvW5tdBz954ByGEEKIac3R05I8//mDOnDksXryYadOmARAYGEj79u2LTWAripOTEw8++CCzZ8/Gzc2NYcOGVVi8PXr0IDY2lj/++INz586h1WoJCQlhxowZPP300+V+vIiICA4dOsRnn33Gr7/+yrRp08jOzsbf35/27dvz448/2pzvE088Qa1atXj//fd58803UVWVFi1asGTJEkaMGFGiY5bFU089hdFo5NNPPyUpKYng4GBmzpxp0ycADz74ILt37+b7779n2bJlWCwWoqOjCQgI4K677iI6Opo333yTjz/+mLy8PBo2bMisWbN46qmnKix2YR+KWsFXpp8/f56oqCgSEhKsb8CqzGg04unpicFgqDLJ8xUFabE4+ra2Ps89/QeOvm3Rulz/NmOqaiH7yOdk7H4ZtSADNI64tXwVt1avoGh1191XXN/FnAxqff8GKipnh/+HQBfPG+8khBCiyrjZ7x25ubkkJCRQt25d9Hp9BUQoROUTExNDZGQkCxcuZMyYMfYOp1TkPWtfFT4UPGzYMIYMGVItEueq7urE2ZR5ivT195OyvAlZh+eiqpZr7qcoGlybTMB/SBy6oIFgKSBz3+uk/taW/OSttyDyqquGszvt/ArvK7jqzGE7RyOEEEIIIUTVVeHJ8/bt28nNzS1SbjQaefHFFyv68KKimHNx8GqOWmDEuO1J0lZ1puDS/uvuonWtg3fPlXh1X4ZGH4ApPY60VZ0xbHsKS0HGLQq86rk7qPAehb+fLrpipBBCCCGEEKJ8VFjyPGzYMN59910URSE5ObnI9qysLD7++OOKOryoYA6ejfG9ayseHT5FcXSnIGUbqb+FY9w1BdWUfc39FEXBue79+A+Nx7nBI4BK9uHZpKxoTu7pP27dCVQhA+o0AyDq3FGyTfl2jkYIIYQQQoiqqcIWDAsJCeH3339HVVXCwsLw9fUlLCyMsLAwWrVqxf79+6lV6/rXyorKTdFocW06CX3wUIw7nib31M9kHXyP3KTl+A/ef93rmTU6H7y6fIVzvREYtj6BOeMkl/8egL7ug3i0n4nWWVaOLqk2vrUJdfMmMfMyf545wrDQlvYOSQghhBCi0urRowcVvOyTqKIqbOT5k08+YdOmTTg6OrJt2za++OILOnfuzPHjx3n99df5+eefef/99yvq8OIW0rrWxjvyJ7x7/YrGNQh96L0lXghMF9gb/8EHcG3+AigachO+I2VFU7KPfyP/qJWQoijcE9IKgJ9PXX/qvBBCCCGEEKJsKmzk+YqsrCwcHAoPM3jw4Io+nLAjfdBAnGpGoihaa1lB2l7yU3fg0mgcilL8bzWKgwse7T7Aue4DpG8ei+nyPgybRpNz8ls8O36Og3vdW3UKt617Qlvy0aH1/HY6jjyzCZ22wt/aQgghhBBCVCsVvmDYlcRZVA8aRzcUB2cAVIsZw5bHMW4dT9rqrhRcPnjdfR39wvEbuBP38HdBqyf/XBSpK1uQeehjVIv5VoR/2+rgH0xtF08yCvKIOnfU3uEIIYQQQghR5VR48iyqN+f6o1Ac3ChI3kLqr20w7n71+guKaRxxa/ky/oP341SzB6opm4ydz5O2quMNV/OuzjSKhmEhhdc6/5Qo/SSEEEIIIUR5k+RZVBhFo8W12WT8h8ahCx4CqomsAzNIWdmS3DN/XndfB4+G+Ny5Ds9OX6A4elKQurNwNe89U1FNRW99JuD+umEA/HLqgKy6LYQQQgghRDmT5FlUOK1rED49l+MduRyNS53ClbX/6n/DBFpRFFwaPYb/0Hj0IfcUJt/73yHl1zDyLmy4RdHfPjoFhBDq5k1GQR6/Jck9n4UQQgghhChPkjyLW0YfMgT/oXG4NnsWR/+O6AL7lGg/rUutwtW8I39B41wLs/Eol/7sjmHLeCz5hgqO+vahUTQ8VD8cgG9P7rZzNEIIIYQQQlQtkjyLW0rj6I5H+4/x7b8BRVO4KrdqyubSX3ffcDRZHzIU/yFxuDR6HIDso5+TsqIZuadWVHTYt42R9doC8OeZI6TkZto5GiGEEEIIIaoOSZ6FXSiaf1Zhzzz4IXlnVnHpz+6kb3wYc87Fa+6n0Xnh2elzfPrFoPVoiCX7HJejh3I5+l7M2edvReiVWhOvACL86mBSLXx/Mtbe4QghhBBCCFFlSPIs7M616SRcGo8HFHJOLCbll8ZkxX923dtT6Wp2x3/QPlxbvQqKA7mnfiZlRTOyj36Jqqq3LvhKaHT9CAC+OLq92veFEEIIIcouMTGR0NBQe4chRKUhybOwO43OB8+Oc/EdsB1H33DUAgPG7ZNI/aM9+Snbr7mf4uCMR9u38Ru4C0ffCNT8dAxbHuPSml6YjMdv4RlULg/VD0evdeDA5fNsT0mydzhCCCGEEEJUCZI8i0rDya8dvndvx+OOz1AcPTGl7SHr4Ac33M/RJwzfu7fi3u4j0DqTfyGalJUtyTzwHqrFdAsir1y8dM4Mr9sagM+PbLVvMEIIIYQQQlQRkjyLSkXRaHFt8iT+w47g3HAsHu0+tm6zFGRccyq3onHArflz+A85iFNgHzDnkrF7Cqm/t6cgbc+tCr/SeKLxHQAsS9hHel6OnaMRQgghxO3iySefxMvLCy8vL1q1akVSUpL1uZeXF5s2bbJ3iELYjSTPolLSOtfAq/MCtG7B1jLD1gmk/t6O/IvX/kfbwb0ePn3W4NllEYqTN6ZLe0n9vT3GXS+hmrJvReiVwh3+IbTwqkmOuYCFx3faOxwhhBBC3CbmzJlDeno66enp7N+/n+DgYOvz9PR0unTpYu8QhbAbSZ7FbcGcm0LemT8wXdpL2uquXF4/AnPWmWLrKoqCS4PR+A+NR1/3AVDNZB38gJSVLck79/ctjtw+FEVhcrPCD7dZcRsxXWfxNSGEEKI6WbRoEYqi8NdffzF9+nRCQkLQ6XS0bNmSpUuXWutFRkYSGBjIggULim2nXbt21KxZE5OpbJeI/frrr6SmppZbvMXJy8vjnXfeoXnz5uj1ery8vBg4cCB79+4tU8xCVHeSPIvbglbvj//QIzg3Ggco5CZ8R8ryxmTsewvVlFv8Ps418O7+Hd69fkPjUgdzxkkure1N+qZHseRdurUnYAcP1Q/HX+/KqczL/HLqgL3DEUIIISqVl19+me+//54JEybwxhtvUFBQwMiRI/nyyy8BmDJlCg0bNmTChAkkJdkuwLlv3z527drFI488goODQ3HNX9elS5cYNWoUvXr1KlECXZJ4/62goIB+/frx+uuv07FjRz755BOmTJlCfHw8nTt3ZteuXTc8ZmhoKImJiaU5NSGqNEWVe9mUK6PRiKenJwaDAQ8PD3uHUyUVpO7GsONpCpI3A6B1C8W750ocfVpdcx9LQQYZu18l+/BngIpGXwOPOz5FH3IviqLcoshvvel71/B6bBTt/YLYNmBylT5XIYSojm72e0dubi4JCQnUrVsXvV5vs01VVfIq6cQlnZYyf6YtWrSIRx55hODgYPbv34+npycABoOBVq1aYTAYOHv2LK6urpw+fZrQ0FDeeustXnnlFWsbEydOZO7cuRw9epQGDRqUKY7o6GgGDBhAgwYNWLduHb6+vjcd79U+/vhjnn/+eVavXk2/fv2s5UajkRYtWlCvXj1iYmKKHG/8+PF8++2314x79erVdO3atQxnLMrD9d6zouKV/qcyIezM0S8c3/4byU34rvBaZnMuWve6191H4+iO5x2f4lzvQQybH8NkiCc95n50QYPwvOMztK51blH0t9aTTTrx7oFodqSeJubCCSJrle0DXgghRPWTZ4bRa1LsHUaxvr7TH/1NfoudMGGCNREF8PT0ZPz48bz66qvWxDYoKIguXbrw/fffW5PnnJwclixZQmRk5DUT57feeqtE07k7duzI33//Ta9evYiOjsbb2/um4r3akiVLaNiwIREREUVGt/v06cPXX39NTk4Ozs7ONtvmzZvHvHnzbhi7ENWRJM/itqQoCs71RqALGoTZeBSNoztQ+Ct51qGPcWkwBo2+6C+4TgGd8Bu0l8z9M8g88A55p38l5UI07uHv4dL4CRSlal3JEODszmMN2/PZ4S28HrtWkmchhBDif5o2bVqkrFmzZgCcOHHCWjZ8+HAmTpxIfHw8TZs25YcffsBgMDBu3Lhrtv3WW2+Rl5dX4lj2799PYmLidZPnksZ7RXx8PDk5Ofj7+1+zzdTUVIKCgkocpxDVnSTPxXBwcKBFixYAREREXHOhCGF/Gkc3NL5trc9zTi4hY9cLZO57E7ewqbg2eQrFwXZKi6LV4d5mOvrQ+zBseYyClG0Ytz1JzsmleHX6AgevJrf6NCrUlFY9+eLodtZfOEnM+eP0kARaCCFECei0hSO8lZFOe/NtFDft+8rVjFdvu/fee5k8eTLfffcdb7zxBvPnz8fX15ehQ4des+3c3OLXY7lafn4+9913H7/99huff/45bdq0KZd4r97WrFkzZs2adc02r5dYCyGKkuS5GF5eXsTGxto7DFEGWtdgHLzDMF3eR8aul8iO/wz3tm+jr/dgkVFlR+/m+PbfRPaROWTsfoWC5E2k/BqGW9h/cGvxEorWyU5nUb7quHrxWKMOzDm8hemxa4muWV+ufb4N5ZoKuJibwYWcDLIK8lEUBY2ioEHBV+9CbRdPPBz18rcVQpQbRVFuemp0ZRYXF8egQYNsyuLj4wGoV6+etSwgIIAePXrw/fff88ADD7BlyxaeffZZdDpdmY/978T5eqPYpY33ikaNGnH+/Hl69uyJRlO1ZtYJYS+yYFgx/Pz8Srzy4b/JgmH2p1rM5Jz8low9U7FknwXAwbctHhEfoqsVWew+5swkDFvHk3d2dWF9rxZ4dl6Ak3+HWxZ3RTqdmU7DX94lz2zi996PcndQM3uHJK4hz2xiV+pp9qad5cDlC+y/fJ7DhmTS83NuuK+rgxMhbt608alNuF8dInzrEO5XBxeHqvFDkBCiqIpcMKyqutECXEajkTNnztgswPXFF1/w+OOPExkZSXR0NIcOHbJOmS6LzMxM+vXrx+jRo2+YOJclXoAPP/yQF198kXfffZeXX365SLsXL16kRo0aZT4HYR/V8T1bmVS53xM3bNjABx98wO7duzl//jzLly9nyJAhNnXmzJnDBx98wPnz52nevDkzZ860WTXQaDQSHh6Os7Mzb7/9Nt27d7/FZyFuhqLR4tJgNM6h95EVN5PMA+9iSttDxq6XcBqwo9iROa1bMN69/yA34XuM2ydjSj9I2h8dcWk6Gfe2b6FxdLPDmZSfIDcvnm7ahfcPxvDizt+5s3ZjHDTlMOdN3DSLamFX6hnWnj1KzIUTbElOJMdcUGxdJ42WGs7uuDvqUFUVFTCrFlJys0jPzyHLlE9c+kXi0i+y5OQeAHRaB3rUrE//2k24q04TGnrKFD0hhIDCwZIOHTrw6KOPoqoqCxcuJCkpiQULFhRJRIcNG8bEiROJjo6mS5cuN5U4A7i5ubF+/Xq02pJ/FpcmXoCnn36aqKgopkyZQkxMDL169cLDw4OkpCT+/vtv9Ho90dHRN3UeQlQ3VS55zsrKIiwsjEceeYR77rmnyPZly5bxzDPPMGfOHDp37sznn39O//79iYuLIzg4GIDExEQCAwM5ePAgd999NwcOHJBR5NuQ4uCCW6tXcW74GJn73kQfco81cbbkGzBnn8PR65/FNwoXIXsQXWAfjDufJ+fEN2THzyIvaQUeHeehr9PvWoe6Lbwa1osvj+0g3pDMF0e3M6FJJ3uHVG3lm038de4YK5IO8tvpOC7kZNhs99e70sE/mFbegbTyrkVz7xrUcfHC0+na07KzCvI4l23keEYqu1PPsivtNDtTT3Mu28ias0dYc/YIz+xYSZhPIKPqt2VEvbbUcpF/14QQ1dd7773Hxo0bmT17NhcvXqRhw4YsWbKEESNGFKnr6+tL7969Wb16dYmmWJdEaRLn0sYL4OjoyB9//MGcOXNYvHgx06ZNAyAwMJD27dszevTomz4HIaqbKj1tW1GUIiPPHTp0oG3btsydO9da1rRpU4YMGcKMGTOKtNG/f3/efPNNIiIiij1GXl6ezWqKRqORoKAgmbZdyWXsnU7m/jdxrjcSt7BpOHjUL1In7+waDFuewJx1CgDneg/h0f4TNHq/Wx1uuZkdt4mntq/A28mZw8NeIsDZ3d4hVRsW1cKW5FMsObGHHxL3cSkv27rN3VFH38BG9KzVgB616tPUs0a5XLusqiqHDcmsOhPPqjOH2XDhJCbVAoBGUehdqyFPNunEgKBmaOV6OCFuSzJtu/SuTIOOjo6mR48eJd5v+vTpvP766yQkJBAaGlph8f1bWeMVVVN1fM9WJlVu5Pl68vPz2b17N1OmTLEp79u3L1u2bAHg8uXLuLi4oNPpOHPmDHFxccUuwnDFjBkzeP311ys0blH+zJkJoFrIObGYnJNLcW7wCG5hr+HgFmKto6t9J35DDpK59//Iip9FzslvyTv7Jx4dZqGv++BtuTDT+CYdWXBsB/suneOFnb/zTbcH7R1SlXfEkMw3x3ez9OQeEjMvW8trOrszNKQFg4Nb0KNmfXTa8v/nWFEUmnrVoKlXDZ5v0YO03Cx+TNzH4hN72JKcyNpzR1l77ijBrl6Mb9KRcY3uwE9fdOqfEEIIIYSAajXUkJqaitlsLrI4Qo0aNbhw4QJQuGphREQEYWFhDBgwgFmzZuHj43PNNl955RUMBoP1cfr06Qo9B1E+vLp+je+Anehq9wfVTM6xBaT80hDDlvGYjP/cK1Hj6IZH+4/xvWsrDt4tseSlkr5hJJf/uhtT5ik7nkHZOGi0zO90LwoKi0/s5q9zR+0dUpWUZzbx3cm99Fg9hya/vM87+/8mMfMybg46RjeIYG3fxzlz/3+Y0/Ee7qzduEIS5+L46l0Z36QTm++exPF7pvByy0h8dS4kZaXz6u7VBP/wFk9vW0HSVUm+EEIIIYQoVK1Gnq/494ihqqrWsk6dOnHgwIESt6XT6W7qVgXCfpz8IvDps4r85C1k7P0P+efXkX30c1TVhFdn23t7O/m3x2/ALjIPfkDmvjfIO7ua1BXNcW/7Di5NJqLcRotvtfcPZmLTTsyO38wjG5exf8jzeOtc7B1WlXDMkML8o9tYdGwXqXlZQOH06P61mzCqfjgDg5tVmpWv63v48W7E3Uxv3ZdlCbH8N34Te9LO8t/4Tcw5vIUR9drwUstImnvXtHeoQgghhBCVQrW65jk/Px8XFxd+/PFHmxvbP/3008TGxrJ+/fqbPqbcqur2lX9xI5kH3sWj3Sc4eDYCwGQ4giU3BceAztYfWEzphzFsfZz8ixsBcPTrgGfnBTh6t7Bb7KWVWZBHm5WfcDwjlQfrtWFp95H2Dum2lW82sSLpIJ8f2ca688et5bVdPHmsUXvGNuxAkJuX/QIsIVVV+fv8Md7dH83f549ZywcHN2da67608a1tx+iEENci1zwLUb3Ie9a+qtW0bScnJ8LDw4mKirIpj4qKolMnWXm4unOq0RWf3n9YE2eAjL3TSFvdlbTf25N94ltUcz4OXk3w6ReDR8d5KI4eFKRuJ/W3tmTs/T9Uc951jlB5uDnq+Lb7g2gVDd+d3MvCYzvsHdJt52RGGlN2/UHQD28xPOZb1p0/jkLhKPPKXo+QeN+rTG9z522ROEPhj429AxvxV78n2DFgMsNCWqKgsDLpEG1//YRhfy/iwKXz9g5TCCGEEMJuqty07czMTI4f/2f0JyEhgdjYWHx8fAgODua5555j1KhRRERE0LFjR+bPn09SUhLjx4+3Y9SiMlJVFY3OGzQ6CtJ2Ydg4ioxdL+LSeAIujcfj2vgJ9HUGYNg2kbzTK8nc9yY5iT/i1WkBTjU62zv8G+rgH8Lrbfry2p4/mbD1F1p61yLCL8jeYVVqBRYzvyYd4vMj24i66nrxms7ujG3YnscadSDU/dprJNwu2vkH83PP0RxOT+bNfVF8dzKW5UkHWZ50kPtDw5jepi9NvWrcuCEhhBBCiCqkyk3bjomJITIyskj56NGjWbRoEQBz5szh/fff5/z587Ro0YJPPvmEbt26lcvxZdp21WPOTSH7yHyyj8zBkn2usFDjhGuLF/Bo+zaqqpJ76meM2yZhyb0IgEuTJ3FvOwONU+V+DVhUC0P+XsRvp+MIcvVi+4DJcu/fYiRkpLHg6A6+OrbD5p7MfQMb8UTjjgwMbobjbXTde2nFpV9g+t61/Ji4HwAFhRH12jCtdR8aevrbOTohqjeZti1E9SLvWfuqcsmzvUnyXHWp5nxyT/1MVtxMClJ34B7xAW4tXijcZsrFlHmKrEMfkHPsSwA0LnXw7DgXfdAAe4Z9Q4b8HNr9NotjxlRa+wSyvv+TeDjJP8ZXRpnnH9lG1LljqBT+Uxmgd+PRhu0Z17gD9dx97RzlrbX/0jmm713L8qSDAGgVDQ83CGda6z6EuN3+I+7i1shP3QkoOPlF2DuUKkGSZyGqF3nP2pckz+VMkufqIT91Jw5u9dDoC5On7BPfYtj0CLqggTh6tyT7xGIsmQkA6EOH49FhFlrnyjvN9YQxlY5/fEpKbhY9azXgt96PVppVoW+148ZUFhzdzsJjO0nOzbSW9w5syOON7mBwcHOcbtGtpSqrPalnmBa7ht9PxwPgqNHyeKMOTA3rLTMXxA3lJPxA9tHP8b3zb3uHUiVI8ixE9SLvWfuS5LmcSfJcPRm2TST78Bzrc8XRHa1rMKb0eMCC4uSNR7uPcW4wusit0iqLXamn6bF6Llmm/Ns2gVZVFTXfgDnnHJbss5izz2HJPo8lPx21wIBH+1ko2sJzyoqbRe6ZP1A0juRrnPkjx4tvMt3YkP1PYlzD2Z1HG7ZjbMP21Pfws9dpVVrbkk/x2p4/ratzO2sdmdS0c+H9o/Wudo5OVAaqxURuwjJULLjUH/W/MjOZsdNwaz0NReNo5whvf5I8C1G9yHvWviR5LmeSPFdfBZcPkHNiCbkJ32HOSvpng+IAqgkAp1q98Ow0Hwf3enaK8vo2XUyg/9oFZJry6BwQyspej1TKJEg152EyHsNkOII+ZJj1B4nLGx4i9+SSa+4XMPwiWucAANK3TGDbkeX8SDNW0IRLFN7rWkGlB4lM7DSJQQ274ajRkrHvbXITluLg1RwH7zAcfcJw9G2L1iWw4k/2NhB9/jhTd69ma8opANwddTzXvBvPNe8ulwBUU5aCTHKOfUnWoU8wZ51C41yTgHsSUBzk9VDeJHkWonqR96x9SfJcziR5FqpqoSB5KzkJ35Gb+ANaj8bogweRsff/wJwLigO64MF4RHyAg3tde4dbxNbkRPpHLcCQn0tDDz9+7z2WRnZcFMpkPEZB6k5M6XEUpMdhSo/DnHEcVDMAAcMvWKfEG3c8S1bcTBQnb7QutdG4BKJ1CUTj5I3i5Ilr06c5WwDfntzN10c2cSTzn8W/Ah01POTrwENuGdQxJ+PVZRGKgzMAl9ePIDfhuyKxad1CcQrognv7j9Hqq/fCWaqqsupMPK/t+ZPYS4UL6/noXHi5ZSSTmna+7WYxiLIxZ58nK/5Tso/MRc1PB0Cj88Ol2TO4NnsGjWPl+zHudifJsxDVi7xn7UuS53ImybO4mmoxYck5j9Y1CJPxOOmbH6Hg4ibrdo1rELra/dDVjMSpZiRal5p2jPYfcekXuCvqS05lXsbNQceCzvcxvF7rCjuepSATkyEe0/+SY7eWr6DReQH/JMT/pjh64uDVDK8uC3HwbFzYTr4BReOI4uBiU9eYn8svpw6w+MRuos+fsC7+pdc6MCS4BaPqh9O3diMcrrFitjnrNAWXD2G6vJ+Cy/swXdqHyRAPqgW0emqOMFing2efWAzmfHR1+lfLkWmLauHnxAP83941HDYkA4W38praqhfjGt+BrppfL16VZR/9EsO2J8GSD4DWvQGuzZ/HpcFo6w9RovxJ8ixE9SLvWfuS5LmcSfIsrseck4ph6xPknV5pHTm9mmvLKXiEzwAKR7CxmKxJ2a12MSeD4TGLWX/hJAAP1W/LzPaDy2Uad37yFnJP/WxNlm2muQO+d23GKaATADknl5J9ZB4Ons1w8PrnoXGudd3rxy/nZfNr0iF+OrWftWePkm/5p7+716zHw/UjuCe0JZ5OZftSbynIoCBlO+bMU7g0GmstT1nerDCxBhy8w9DV6Y++zt04+ndEqcK3s/o3k8XMkhN7mB67lsTMywAEu3oxrXVfHm4Qfs0fKsTtQ1VVMOdaE+OCS/tI/bU1jv4dcWvxIrqgQdXqNW8vkjwLUb3Ie9a+JHkuZ5I8i5IwZ1/AsG0CeUkrCgs0OrDk43HHHFybjAegIC2W1D864OgThoN3GA5eTf+XQDZF6xqEomgqPE6Txcy0vWt598A6LKqKv96Vt9r2Z2zD9mg1RY9fuGDXZcyZpzBlnMBsPIrJcAST8Sied8zB0bcNAFnxszFuf8pmX41zzcLE2LMpLk2exNGrWanjPZtlYPXZw/ySeIC/zh+j4KqEuYlnAA/Vb8vIem0Jda+Y2yqpFjOZ+94k7+xqClJ3Av/886rR18C50Vg82r5dIceurPLNJr48toO39v3FuWwjAI08/Hm9TV/urxuG5ha8jkX5Us155CT+QHbcLBx8WuPVeYF1W8Hlgzh6tyhROycz0nh3/zpeahlJA1mQr8wkeRaiepH3rH1J8lzOJHkWpZGbtBLDtiexZBdeI6qv/zCe7Weh0XkVToHc8lix+ykOLnh2Xohz3fuBwmnF+clb0boGodH7o9H5ojh5lluCvT3lFI9u/J44QwoATV1deaGONyNbDEHnEQoUjhAbtjyOasoqtg3Protxqf8QAAVpe8k58c3/kuXCHwQ0utIntAUWM1uTE1l95girzsSz//J5m+0tvGpyb2gr7g1tRTOvGrd0pXNzbgr5Z9eSe3YVeWdWoean49zwUbw6F94HXFVV8s+txalmDxSt7pbFZS85pgLmHN7Mu/ujSc0rfI208q7Fm237MTCoWaVdhV78w5x9nuwj88g+Mg9LbuGUfMXRk4D7z5bqWuYjhmTe3b+OxSf2YFYtPNqwPV92ub+iwq7yJHkWonqR96x9SfJcziR5FqVlyTeQsXsK2UfmAYUjsB53fIY+eCjmzAQKUndhSj9UOMXZEI/JeBQsBXj3XoW+Tn8Ack4sIX3jQ7YNKxoUJ280Ol887/gMXWBvAPIvbiIrbhZonUBVC6/bVc2ABdVixq3lyzgFdAQgN+lXDFsex1JgJN+UxzeE8TEdSadwmmYdnSOPN+vJiHptqG3YzuW/BxSegz4ArVsoDp6N0Xo0xsGzMU4BnW76GuBcUwG70s6w6WJC4SM5AUN+7j+njEJ7/yAG1GnGvaGtaOIVcFPHKy+qOZ/8C9FonGvi6BMGQH7KDtL+6IDi6IE+ZBjO9UbgVDMSRVO1rwnOKMhl5qGNfHhwPcaCwr9de78g3g7vT69aDSWJroQK0vaQeehjchN/AEsBABqX2rg2mYhzo8dKvFhebNpZ3tn/Nz8lHrCuO3Bn7cb8X1gfOtUIrajwqzxJnsWNJCYm0qNHDxITE+0diigH8p61r6r9LU2I24DGyRPPjnNxrjeC9M2PYTYeJT36HnTBQ/G8Y7Z1dPkK1VKA2XgCzVWJqOLohmNAFyxZp7HkpRaO/qoW1Lw0zHlpqKZsa11TZgK5p366ZjzOoffB/5JnAEvuRQCcFHhME8cDunQWqWF8nhfCmTz4v71r+L+9a2jq6ceAhou5K7Qt4QH1cHe8uX/Q88wm4tMvsv/yefZfOs+2lFPsTD1tc+0ygK/OhX61m9C/ThP61m6Ev97tpo5bERStE7rad9qUWXLOo3GuhSXnPDnHF5FzfBEafQD6usNxrjsCR/8OVTKRdHfU85/WfZjYtDMfHoxhVtxGdqSeps+a+fSoWZ+32/aXRKqSyT2zynoLOMeAzrg2nYw+ZGiJ79G85WIib+//i1VnDlvLBgY1Y2pYLzr4h1RIzEIIIURFkJHnciYjz+JmqKZcMve/TeaBd0E1oTh64tHuA5wbji3VFGzVnIcl7xKWvDQseZcKr5P+3+iQyXCEvHN/oVryUNCAcuWhBUWDrmYPm9WrzZmnUBzd0ej9UBzcrAldrqmAn08dYOGxnay/cAKTarGJob67L2E+gTRw9yXA2Y0AvTt+ehccFC2KUjhKnGc2cTk/h0t52VzKyyYpK53EzEskZFwiKSsd87/aBKjh7E6XgFC61KhLlxp1aeNTu9jrr28Hhbc120zOye/ISfwBNS/Nus2nXwy6mt3tGN2tcTEngxn71zH38BbrDyN31WnCW23708a3tp2jq35MGQlkH/0Cp4BO6IMKZ5KYc5LJ2P0yrk0m4egXXqJ2VFXlr3PHeHv/X9ZFBzWKwv2hYbzSqietfKrfSvQVRUaexY3IyHPVIu9Z+5LkuZxJ8izKQ8HlAxg2P0ZB6g4AnGp0x7PTfBw8G9k5suKl5+Xw59nD/Ho6jg0XTnI221Au7Xo7OdPKpxatvANp61ubLjXqUt/dt0qOyKqWAvLORZF78jvyU7fjPyTeulJx5qFPwJyHvu4DOLiH2jfQCnI6M50390Xx1bGd1h9N7glpyX9a9yFMEq0KpVoKyD39G9lHPif/XBSg4lQzEt9+60rdlkW18GtSHO/s/5udqacBcNRoebh+OC+3jKShHe8ZX1VJ8iyK8+STT7J06VIALBYLmZmZNq+P33//nS5dutgrPHET5D1rX5I8lzNJnkV5US1msuM/JWPv1MJp1xod7q2n4drihRJPl7SX1Nws9l06x75L5ziTbeBiTgbJuZmk5mZhVlWu/LPjqNHio3PBW+eMt5MzdVw9qevmS6ibN/XcfQl08aiSifKNqKrFOtNAtZhJ/rEOlpwLADgGdMK57oPoQ+9D61zDnmFWiOPGVKbvXcvSk3ut18UOCmrOa2G9aOcfbOfoqhZT5ilyjn5B9rGvsOT8s9ieU2BfXBo/gXPIsBK3VWAx80PCPmbs/5tD6YWXejhrHXm88R0837w7QW5e5R2++B9JnsWNyMhz1SLvWfuS5LmcSfIsypspIxHD1ifIP7cWKLx3sGfnBTj5Rdg5MnErqOZ8ck4sJidhKfnno7He/krR4FQzEpdGjxe5Lr4qOHT5Am/t+4tlCftsFpf6T1hvOteoa+foqoa01d3Iv7gRKFzkz7nho7g0GoeDe70St2HMz2XB0e3MjNvI6ax0ADwc9Uxq2pmnm3UhwNm9IkIXV5HkufTeeOMN3nvvPR555BFmz55dZPuLL77Ixx9/zLRp00pUb/fu3bRu3bpUMfz666906tQJP78b36YtLy+Pjz76iCVLlnDixAn0ej1du3bljTfeoE2bNjfcX5LnqqU6vmcrE0mey5kkz6IiqKpKzslvMe54BjXvEigaXJs9i1vr10t1ixhxezNnnyMnYRm5Cd9bp/S7NnsWj/YfA4Wj1Ko5G41j1UlYjhiSmbF/Hd/+77ZGAD1q1uc/Yb2JrNWgWs5MKC1VVTGl7SH7xNe4tZpqnbGQfeJbco4vwqXxE+iDBqNonUrc5pmsdP4bt4nPj2yzrpoeoHdjcrMuTGzSGS+dc4WciyhKkufS27JlC6+99hrR0dHExcXRtGlT67ajR4/SsmVLHn30UUaNGlWienPnzi3V8S9dukTdunUJDQ3l77//vm4CXVBQQN++fdmyZQujRo0iPDwcg8HAggULOHfuHBs2bCAiQn5Mr06q43u2MpHkuZxJ8iwqkjknGePOZ8k9WXgdk9atLp6dPkcX2MfOkYlbzZRxktyEZejq3GW9/VXeub+59PcA9HUGoK87HH2du1EcqkYSczIjjXf3r2PR8V0U/G9hsU4BofwnrDd31m4sSXQxzNnnyTn5LTnHv8aUfggA93Yf49b82TK3ue/SOT46uJ7vTu61LhLYxDOA51t056F6bdE7VO5LSqqiikyeVVUl25RfXqGWKxcHp5t632/evJkuXbqwdOlSHnzwQWv53XffzdatWzl69Ch+fn4lrlda0dHRDBgwgAYNGrBu3Tp8fX2Lrffxxx/z/PPPs3r1avr162ctNxqNtGjRgnr16hETE1Nkv/Hjx/Ptt99e8/irV6+ma9eupY5b2J8kz/Ylt6oS4jaidQ7Au9sScuuNxLB1PObMBC6t7Ytz/dF4tPsIjb74D19R9Ti418Ot1Ss2ZXnn/wJzLrmnfiL31E8oDm7oggfjXPcBdIF9SzWyWNnUc/dlfuf7eC2sN+8fiGbBsR1sSU6kf9QCIvzqMLVVbwYFN0NTilXpqyLVlENO4o/kJnxH3rm1hfdxB9Do0IcMxcmvfenbVFWizh3lw4PriTp31FrevWY9XmjRg7vqNKn2/V5VZZvycft2qr3DKFbmQ2/j6qgr8/7NmjUD4PDhf26htmrVKlatWsV///tfa0Jc0npXe+uttzCZTDeMoWPHjvz999/06tWL6OhovL29i9RZsmQJDRs2JCIigtTUVJttffr04euvvyYnJwdnZ9sfSufNm8e8efNuGIMQonRk5LmcycizuFUsBRlk7JlKdvxsQEWjD8Cjw3/Rh94vo3DVlKqqmC7tIyfhe3ITvsecdcq6TXH0wH/IIbSudewYYfk5n23kw4MxzDuylWxTAQCNPf15oUWPajcCqqqq9T1vyTdw8fsAsBSOFjoGdMKl/mj0ofej0XmVqt2Mgly+Ob6b2fGbOWxIBgpvN3VfaBjPN+8mC7hVEhU58pxVkFdlk2eAgIAAIiMjWbZsGfn5+bRs2RJHR0diY2NxcHAodb0r9Ho9eXl5JY5DURR2795d7PXLLi4u5OTkXHf/pKQkgoKCSnw8cXuTkWf7kpFnIW5TGkd3PDv8F+e6D2LY8him9DjS1z+A7sS3eHacg9ZVPkirG0VRcPRtjaNva9zDZ1CQsp3cxGXkJP6AotWjcfnnvsmZBz9C4+SJLmgQWucAO0ZdNrVcPPio/SCmtOrJJ4c2MOfwFo4YUhi3+Uf+s+dPJjfrwvjGHfHWudg71AqhmrLJPfsnuQnLsORcxLd/DAAaJ09cm0xEcfLEue6DZbq93RFDMp/Fb2HR8Z1kFBQmAO6OOh5t2J5nmnUl1N2nPE9FVGIuDk5kPvS2vcMolovDzc+kadSokXVEedasWRw9epS//vqrSEJc0npX5Obm3vDY+fn53Hffffz22298/vnn11z4S1VVmjVrxqxZs67Zlr+/3AJOiFtFRp7LmYw8C3tQzflkHniXzP1vgaUAxdEd9/B3cWk83nrLI1F9qaoFS/Y566izas7n4vcBqAUGQMExoDP6kKHogwbh4NHAvsGWUUZBLl8c2c4nhzZw5n/3GXdz0DGucQeeadaVYLei0yFvN+acZPJO/0bu6ZXknYsC8z9f0P3vOYmDe9lXITdbLKw+e5hP4zax9qqp2Y09/ZnUpDMPN4jAw0lGOCojWTCs7MaOHcvSpUs5ceIETZo0oXfv3vzyyy9lrldS/06cx40bd826YWFhnD9/ngsXLqDRyOe5qN7v2cpA3oVCVAGK1gn31v+H36BYHAM6oRZkYNw2kbTVXSlIj7N3eMLOFEVjM11bteTj2uJFHH3DAZWC5E1k7HyelF8akvxzA7IOzbRbrGXl7qjnuRbdOXnfq3zT9UFaeNUk05THJ4c2UP+nGYzasJR9l87ZO8wyy4h9neRlNTFseYy807+BORetawiuzV/Ad8BOtG6hZWo3KfMy0/euoe5P7zDwr69Ye+4oCgoDg5qxtu/jxA99iUnNukjiLKqkxo0bk5uby0MPPUR+fj4fffTRTdUrqfz8fNLS0m6YOAOMGjWKlJQUPvjgg2K3X7x48aZiEUKUjkzbFqIKcfRqhm//jWQfnkvG7ikUJG8h9dc2uLWailvLKbf1glGi/Ggc3XAPm4p72FTMmUnknl5JbtIK8i9uxJxxAkuBwVrXkm8g5/gidIF3ovWs/KtaO2q0jGoQzkP127Lm7BHePxBN9IUTfHtiD9+e2EP3mvWY3LQrg4Kb4aDR2jvcIix56eRdWEf+uShcGo+3rqTu4NkUUHH0DUcXPBh90GAcvFuW6e9RYDHzW1IcXxzdxpqzR6330fZ2cubRhu15smkn6rnL4oOi6mvcuDFQuPL11KlTqVu3+NkbJa1XUm5ubqxfvx6t9sb/Bj399NNERUUxZcoUYmJi6NWrFx4eHiQlJfH333+j1+uJjo6+qXiEECUn07bLmUzbFpWFOes0hq0TyDvzBwAOXs3x7PQFTgEd7RyZqKwsBRnkn1+Hg1cLHDzqA5CT+DPpMfcCoHGuiVPNHuhqRuJUswdaj4aVPpkG2JmSxIcH1/PzqQPWe0UHu3rxZJNOPNaoA756+90rXbUUUJCyg7xza8k7t7bw/t3/i9GtzVu4hxUu1qSasrHkXbqpBd8Opyez8NgOFh3fRXJuprU8smZ9HmvUgWEhLavVQmtVhUzbLrvDhw/TtGlT6tSpw+HDh3F1Lf7fgpLWqygmk4k5c+awePFi4uIKZ5MFBgbSvn17Ro8eTd++fW9pPMK+qvN7tjKQkWchqiitaxDevX4jN/EHjNufwpR+iLRVnXFpOgn3tm+jcXS3d4iiktE4uqMPHlykzKlWL/IvbsKSc4Hc/63kDaBxCcSr23foanazR7gl1s4/mGWRozidmc68I1v5/MhWkrLSmbJ7FdNj1/JQ/XCeatqZVj6BFR7L1StjF6THk/Z7BKop26aO1rMJusA+6GpFWssUBxe0DqVf/Ox8tpHvE2L59sRu9qSdtZbXcHZnTIMIxjZsT0NPWWxIVE+OjoU/Fj322GPXTYhLWq+iODg4MHnyZCZPnnzLjy2EsCXJsxBVmKIoONcdjq5Wb4y7XiDn+CKy4z8lL2klHh3noa/T394hikpOV7svutp9UU255KduJ/9CDPnno8lP2Vq4CJlbiLVuVvyn5J76BUe/Djj5d8DRvwNal4pPSEsqyM2Lt8P785+w3nyfEMt/4zax99JZFhzdzoKj22nvF8TYRh14oG7rcrnGV7WYMRuPUZC2m/yULeRf3IRTQCc8O84FwMGjQWEyrfNFV6t3YV8H9rnplfIv5WXza9Ihlp7cy9/nj2H53wQzraKhX+3GjG3UngFBzXCshNPWhbiVYmNjAWjbtm251BNCVH2SPAtRDWj0vnh1WYhzvREYtjyBOTOBy3/dhb7eCDzaz0Srl5EncX2Kgx5dze7oanaH1tNQTTkUpO3G4arkOe/8usLk+kIMWf8r07jUwdGnNQ4+rXBr+QoaRzf7nMBV9A6OjGnYjtENIticnMh/4zay/NRBdqSeZkfqaZ7dsZL7Q8MY26gDnQNCSzU1XVVVMnY+R37qTkyXYlFNWbYVLAXW/1U0jvgPiUPrFnzTq+Kfyzaw4tRBlicdJPr8Cev0dICO/iGMrN+W++uG4a+3f/8LUVlcSYqvdZuo0tYTQlR9cs1zOZNrnkVlZynIIjN2Gllxn4BqQdH54tH+E5zrPXRbXL8qKi9T+mHykzeTn7qdgpTtmNIPWq/fReNEzYeyUDSFv9kad7+KOeM4Dh6N0Ho0xMGjEQ4eDVF0vnZ5HV7MyWDx8d18eWwHhw3J1vK6bj4Mr9uaB+q1pqWnH5bsM5gzEjBnnsRkOIIpPQ7FwRnvyJ+t+yT/0gSz8UjhE60zjj6tcfRrj1ONLjgFdEbrUuum4zVbLOxKO83as0dZdeYw21JO2Wxv6V2L+0JbMaJeG+p7+N308UTlJdc8l92AAQPYtm0bqamp5VJPiFuhOr9nKwNJnsuZJM/idpGfugvD5rGYLu8HwCmwL54dP8fBPdS+gYkqw1KQienSXgou7ceSl4Z76/+zbkv5LRxT2p4i+ygOLmg9GuE/aK+1LPf0H6jmHDR6fzQ6v//918eaiN8MVbWgFmSi5qdjyU/HnJPM1osnWHQhhZ/Tssky5Vvr1uMSfThJL07SnrM4KYU/DCiOHtQYkW5N+rNPLAYUHH3b4uDRGKUcpkerqspxYyp/nz9G1LljrDt/nPT8HJs6d/iHMCykBUNDWtJAEuZqQ5JnIaoXec/alyTP5UySZ3E7US0FZB38kIzY18GSh+Lggnubt3Fp+lS5fOEX4lryzq6lIP0gZuMxTMajmAxHsWSfAUDr3oCAe45Z66b+FkFB2u6ijWh0aN1CCRh22FqUvnkcJkN84TRoRQuKBlQV1ZKHxsEdn75/WuumrelN/oXof0bHr6I4eeF+3wX+OBPPsoR9/HFqH3n8M7XaVTHTxVWho48/nWo1oWOD/riV072QVVXldFY6By9fYO+ls2xNPsW2lFOk5dkuLObl5EzPWg3oE9iQgUHNqe3qWS7HF7cXSZ6FqF7kPWtfcs2zENWYonHErdUr6EPuwbBlHPkXN2Dc+Sw5CUvx7LQAR59W9g5RVFFXFiK7mmrKxZx9BrUgw6bc0TcctHosualY8lJR8y4BKljywJJvU9d0eR8FqTuLPabi5P2vAo3NtHKNkxcanS8al1ponGvi4uDI/XVbc3/d1ly6dJiolAusvnie1WePkJybyZpMWJOZBkmb0e7YSj13Hxp7+tPEM4B67r74613x17vhq3NBr3VEoygogEVVMRbkYcjPIT0/lws5Rk5lpnMq6zKJGZc4lH4RY0Fu0T7TOtDeL4i+gY3pU7sh4b51KuW9qoUQQoiqSkaey5mMPIvblapayDn2JcadL6IWGEBxwK3ly7i1eg3FQX7ZFJWHajGh5htQTVmoqgkH93rWbXnnY1DzL6Oq5sLE+H/JsaLVoTi4oKt9p7WuOfscoEHj5FWq17hFtbAn7SybLiawJTmRzcmJnMs2ltv5ATgoGhp7+tPKJ5AOfsF0DAghzCcQnVZ+8xa2ZORZiOpF3rP2JclzOZPkWdzuzNnnMGybRF7ScgC0Ho3x6vwFTjW62jkyISonVVU5l23ksCGZI4ZkjhhSOJV1mbS8bFJzs0jNzSLPYsKiqqgUfuR6Ojrj6aTHy8kZf70rIW7ehLh6E+LmTRPPABp7+uMkibIoAUmehahe5D1rX/LJLISwoXUJxKfnL+Sc+gXjtomYjUdIW90Nl8bjcQ9/F42TXFcpxNUURaG2qye1XT3pFdjQ3uEIIYQQooLc3I0lhRBVlnPIMPyHxOPcaBwA2UfmkbKiOblJK+0cmRBCCCGEELeeJM9CiGvS6Lzw6jQfnzvXoXVvgCX7LJfXDeFy9H2Ysy/YOzwhhBBCCCFuGUmehRA3pKsVif/g/bi2nAKKltxTP5GyoinZx75Clk0QQgghhBDVgSTPQogSURyc8Qifgd+AXTj4tkXNT8eweSyX1vbGZDxu7/CEEEIIIYSoUJI8CyFKxdG3NX53b8c94kPQOpN/fh0pK1uSefADVIvJ3uEJIYQQQghRISR5FkKUmqJxwK3F8/gPOYhTrd5gziVj10uk/t6egrS99g5PCCGEEEKIcifJsxCizBzc6+HTdy2enReiOHljurSX1N/bYdz1Mqop297hCSGEEEIIUW4kef6XjIwM2rVrR+vWrWnZsiVffPGFvUMSolJTFAWXhmPwHxqPPnQ4qGayDr5PyspW5J1fZ+/whBBCCCGEKBeSPP+Li4sL69evJzY2lu3btzNjxgzS0tLsHZYQlZ7WuQbePb7Hu+dKNC61MWec4NKaXqRvHosl77K9wxNCCCGEEOKmSPL8L1qtFhcXFwByc3Mxm81yKx4hSkEfPAj/IXG4NHkSgJxjX5GyvCk5iT/Je0kIIYQQQty2qlzyvGHDBgYOHEhgYCCKorBixYoidebMmUPdunXR6/WEh4ezceNGm+3p6emEhYVRp04dXnrpJfz8/G5R9EJUDRonDzzv+Azf/hvRejbBknuR9Jj7uLxuKOass/YOTwghRDW2aNEiFEXhr7/+Yvr06YSEhKDT6WjZsiVLly611ouMjCQwMJAFCxYU2067du2oWbMmJlPZ7jTx66+/kpqaWm7xXql3o0diYmKZ4hVCVMHkOSsri7CwMGbPnl3s9mXLlvHMM88wdepU9u7dS9euXenfvz9JSUnWOl5eXuzbt4+EhASWLl3KxYsXr3m8vLw8jEajzUMIUcipRhf8B+7FLew/oHEk7/RKUlY0I+vI56iqxd7hCSGEuA5VVVEtOZXzUQ4zmV5++WW+//57JkyYwBtvvEFBQQEjR47kyy+/BGDKlCk0bNiQCRMm2HxPBNi3bx+7du3ikUcewcHBodTHvnTpEqNGjaJXr14lSqBLEm+3bt345JNPAOjZsyeLFy+2PurUqYOfnx+LFy/G39+/1PEKIQopahWeR6koCsuXL2fIkCHWsg4dOtC2bVvmzp1rLWvatClDhgxhxowZRdqYMGECPXv25L777iv2GNOnT+f1118vUm4wGPDw8Lj5kxCiiii4fBDD5scoSN0OgFONrnh2+gIHz8Z2jkwIIW5fRqMRT0/PMn/vyM3NJSEhwToj72qqJQfj+QHlFWq58qj1O4rGuUz7Llq0iEceeYTg4GD279+Pp6cnUPjdrVWrVhgMBs6ePYurqyunT58mNDSUt956i1deecXaxsSJE5k7dy5Hjx6lQYMGZYojOjqaAQMG0KBBA9atW4evr+9Nx5uYmEjdunV54oknmDdvnrWNFi1akJmZKaPOVcD13rOi4pX+p7LbWH5+Prt372bKlCk25X379mXLli0AXLx4EWdnZzw8PDAajWzYsIEJEyZcs81XXnmF5557zvrcaDQSFBRUMScgxG3M0bsFvndtJvvwZ2TseZX8ixtJWRmGW9h/cGvxIorWyd4hCiGEqEYmTJhgTUQBPD09GT9+PK+++qo1sQ0KCqJLly58//331uQ5JyeHJUuWEBkZec3E+a233irRdO6OHTvy999/06tXL6Kjo/H29r6peEsrNDSUM2fOFIm1QYMGnDhxosgIf5MmTThy5AgFBQVlGnEX4nZXrV71qampmM1matSoYVNeo0YNLly4AMCZM2cYO3Zs4VQlVWXSpEm0atXqmm3qdDp0Ol2Fxi1EVaFotLg2m4wueDDGrePJO/snmXtfIzdxGZ6dFuDk397eIQohhLhC0eNR63d7R1E85eZH3Jo2bVqkrFmzZgCcOHHCWjZ8+HAmTpxIfHw8TZs25YcffsBgMDBu3Lhrtv3WW2+Rl5dX4lj2799PYmLidZPnksYrhKg41Sp5vkJRFJvnqqpay8LDw4mNjbVDVEJUHw5uIXj3XkXuyaUYdjyN6fIB0lZ1xLXp07i1eRONo6u9QxRCiGpPURRQyjY1+nbw7++DgHWk9ept9957L5MnT+a7777jjTfeYP78+fj6+jJ06NBrtp2bm3vD4+fn53Pffffx22+/8fnnn9OmTZtyibc0/v7772JHyNeuXUt+fn6R8tWrV5OXlyejzqLaqnILhl2Pn58fWq3WOsp8RXJycpHRaCFExVIUBef6I/EfGo9zvYdAtZAV9wmpK1uQd3aNvcMTQghRxcXFxRUpi4+PB6BevXrWsoCAAHr06MH3339PXFwcW7Zs4eGHH76pmYf/TpyvN4pd2nhLo379+jRuXHTtkXr16tGkSZMi5XXr1i22XIjqololz05OToSHhxMVFWVTHhUVRadOnewUlRDVm1bvj1e3xXj3Xo3WNRhzZiKXovqRvvFhLLlp9g5PCCFEFTV37lwMBoP1ucFgYN68eXh5eREZGWlTd/jw4Rw7doxJkyYB8Nhjj93UsfPz80lLSytx4lzaeP/NyckJs9l8UzELIargtO3MzEyOHz9ufZ6QkEBsbCw+Pj4EBwfz3HPPMWrUKCIiIujYsSPz588nKSmJ8ePH2zFqIYS+Tj+chhwiY89rZMf/l5wTi8k7+yce7Wehr/tAmaekCSGEEMXx8/OjQ4cOPProo6iqysKFC0lKSmLBggW4utpePjRs2DAmTpxIdHQ0Xbp0sV5rXFZubm6sX78erVZbIfH+W61atYiNjeXDDz9kyJAhZV4hXIjqrsolz7t27bL59e3KStijR49m0aJFDB8+nLS0NN544w3Onz9PixYtWLVqFSEhIfYKWQjxPxpHNzw7zMS53oMYNj+GKf0g6RtGoDv5LZ53zEXrFmzvEIUQQlQR7733Hhs3bmT27NlcvHiRhg0bsmTJEkaMGFGkrq+vL71792b16tUlHim+kdIkzqWN998mT57Mnj17ePHFF/Hz85PkWYgyqtL3ebaHm73fohCikGrOJ/Pg+2TuexMs+SgObriHv4NL4ydRNKX7wiGEEFVVRd7nuaq6ct/k6OhoevToUeL9pk+fzuuvv05CQgKhoaEVFt+/lTVeUTVVx/dsZVKtrnkWQtw+FK0T7mGv4T9oH44BXVBNmRi3TyZtdRcKLh+yd3hCCCGEEKKakeRZCFGpOXg1wbf/ejzumIPi6E5ByjZSf2tDxt7pqOaS30NTCCGEEEKImyHJsxCi0lMUDa5NJuA/JA5d0ECwFJC573VSf21DfvIWe4cnhBBCCCGqAbnmuZzJNc9CVCxVVclN/BHj9qew5CYDCi5NnsQ9fAYaR3d7hyeEELeUXPMsRPUi71n7kpFnIcRtRVEUnOvej//QeJwbPAKoZB/+jJTlzcg9/Ye9wxNCCCGEEFWUJM9CiNuSRueDV5ev8On7F1r3eliyz3D57wFcXv8g5pxke4cnhBBCCCGqGEmehRC3NV1gL/wHH8C1xYugaMhN+J6UFU3JPv41clWKEEIIIYQoL5I8CyFue4qDCx4R7+N39w4cfFqj5l3CsGkMl6LuxJSRYO/whBBCCCFEFSDJsxCiynD0C8dvwA7cw98FrZ78c1GkrmxB5qGPUS0me4cnhBBCCCFuY5I8CyGqFEXjiFvLl/EfvB+nmj1QTdlk7HyetD86UnBpn73DE0IIIYQQtylJnoUQVZKDR0N87lyHZ6cFKI6eFKTtIvW3CIx7pqKacu0dnhBCCCGEuM1I8iyEqLIURcGl0Vj8h8ajD7kHVBNZ+98h5dcw8i6st3d4QgghhBDiNiLJsxCiytO61MI78ie8I39B41wLs/Eol/7sgWHLE1jy0u0dnhBCCCGEuA1I8iyEqDb0IUPxHxKHS6MnAMg+Op+UFc3IPbXczpEJIYQQQojKTpJnIUS1otF54dlpHj79YtB6NMSSc57L0cO4HH0P5uzz9g5PCCGEEEJUUpI8CyGqJV3N7vgP2o9rq1dBcSD31C+kLG9K9tEFqKpq7/CEEEKI25qqqixYsICsrCx7hyJEuZHkWQhRbSkOejzavo3fwF04+kagFhgwbBnHpTU9MRmP2Ts8IYQQ4pY7dOgQDg4OrF279qba2bZtG+PGjePw4cPlFJmtn376CZ1Ox8mTJyukfSGKI8mzEKLac/QJw/furbi3+wjFwYX8CzGkrGxF5oH3UC0F9g5PCCFEOYqJiUFRlOs+qrPnn3+eO+64g759+9qUG41GNBqNTT95enrSrl07vvvuuyLtrF27lrCwMMLDw294zIkTJ1KjRg0sFkuJ47znnnto2rQpL730Uon3EeJmOdg7ACGEqAwUjQNuzZ9DHzwUw9YnyD8XRcbuKeQkfI9XpwU4+t34w18IIcTtY/jw4QwYMMDeYVQq27ZtY82aNfz4449Ftu3ZswdVVbn33nsZPHgwAKdPn2b27NmMGDECjUbD8OHDrfWjoqKYOHHiDY+pqiorV65k8ODBaDQlH9dTFIVnnnmGRx55hEOHDtG8efMS7ytEWUnyLIQQV3Fwr4tPnzXknFiMceezmC7FkvpHe1ybPYd7m9dRHFzsHaIQQohy0Lp1ax566CF7h1GpzJ07Fy8vLwYOHFhk2549ewB48MEHGTZsmLW8S5cudOvWjW+++caaPGdkZHD06FFGjhx5w2Pu3LmTs2fPMnTo0FLHe8899zBx4kTmzp3L7NmzS72/EKUl07aFEOJfFEXBpcHD+A+JR1/3QVAtZB36kJSVLck795e9wxNCCHGL5ObmMn36dJo0aYKLiwseHh40adKEyZMn29TLz8/n/fffp3Xr1ri4uODp6UlERIRNQpeRkcFrr71Ghw4d8PPzQ6fT0aBBA6ZMmUJ2drZNe4sWLUJRFP766y+mT59OSEgIOp2Oli1bsnTp0mJjzcvL45133qF58+bo9XprErx3794SnavJZOKXX36hV69e6HS6Itt3794NQJs2bWzK69evD4DBYLCWrVu3joceeggXlxv/4Lx8+XLc3d3p1auXTXlKSgpTpkyhefPmODs74+3tTZcuXfjpp5+sddzd3enatSs//PCDLPYpbgkZeRZCiGvQOgfg3X0pufVGYNg6AXPGSS6t7YNzg0fwaPchGp2PvUMUQghRRtnZ2aSmphYpd3JywsPDAyi8Fverr75i1KhRPPPMM1gsFk6cOEFUVJS1fn5+PnfeeScxMTHceeedjBo1Cp1Ox4EDB/jll1+YNGkSAGfPnuXLL7/kvvvuY+TIkWi1WtavX8/777/P3r17WbNmTZFYXn75ZbKyspgwYQKKorBw4UJGjhxJTk4OY8eOtdYrKCigX79+bNmyhVGjRjFp0iQMBgMLFiygc+fObNiwgYiIiOv2x549e8jMzKRDhw7X3O7t7U3dunVtyletWgVAp06drGU7d+5kwoQJ1z3eFcuXL+fuu+/GycnJWhYXF0fv3r25fPkyY8eO5bnnniM5OZk///yTQ4cOce+991rrduzYkTVr1nDo0CFatGhRomMKUWaqKFcGg0EFVIPBYO9QhBDlyJxvVNO3TlLPLVTUcwtRL3wXoGafXKZaLBZ7hyaEqMZu9ntHTk6OGhcXp+bk5JRzZJVXdHS0Clzz0atXL2tdb29v9a677rpue++9954KqFOnTi2yzWw2W/8/Ly9PLSgoKFLntddeUwF1+/bt1rKFCxeqgBocHKymp6dby9PT09Xg4GDV09NTzczMtJZ/9NFHKqCuXr3apm2DwaAGBQWp3bt3v+45qKqqfvXVVyqg/vzzz0W2ZWRkqBqNRu3cubOakpKipqSkqPHx8eqHH36ourq6qvXr11dTU1NveIx/i4uLUwH1+++/tznHoKAgNTg4WD127FiRff79Wl28eHGRNqqy6vierUxk5FkIIUpA4+iO5x2f4lzvQQybH8NkiCd9/XB0J7/F8445aF3r2DtEIYQQpTB27FgeeOCBIuW+vr7W//fy8uLgwYMcOHCAli1bFtvOkiVL8PT05LXXXiuy7eoFsK4eWTWZTGRkZGA2m+nduzdvvfUW27dvp3379jb7T5gwAU9PT+tzT09Pxo8fz6uvvkp0dLR1wbMlS5bQsGFDIiIiioym9+nTh6+//pqcnBycnZ2v2R8pKSkA+PgUnVUVGxuLxWJh8+bN+Pv7W8u1Wi3PPPMMr7zyik2/ldSKFSvQ6XTcdddd1rK3336b06dPs379eho0aFBkH71eb/P8ynGTk5NLfXwhSkuSZyGEKAWngE74DdpL5v4ZZB54h7zTv5FyIQb38PdwafwEiiJLSQghqpYJEyZw9uxZe4dhVbt2bebOnXvT7TRo0IDevXtft86sWbN46KGHaNWqFXXr1iUyMpIBAwbYrAx97NgxWrZsWSSpK86cOXOYN28ehw4dKnJbpsuXLxep37Rp0yJlzZo1A+DEiRPWsvj4eHJycmwS239LTU0lKCjomtuv3KJLLeba4SvXO7/99tu0b9+evLw8tm7dyowZM9iyZUuxCXdJLF++nF69euHu7m499rfffktERATdunUrURtX4q3utxgTt4Ykz0IIUUqKVod7m+noQ+/DsOUxClK2Ydz2JDknl+DZ6QscvYp+2RFCiNtVeSSqt6uBAweSmJjI6tWriYmJYd26dXz11Vd06NCB6Ojo647k/ttHH33ECy+8QN++fZk8eTKBgYE4OTlx9uxZxowZU+w9jotLCItLFlVVpVmzZsyaNeuax79eYn319uKS+CsrbY8YMYLQ0FAA7r77bgwGA7Nnz+bPP/+kf//+123/386cOcOuXbuYP3++tezixYucP3+ee+65p8TtXLp0ySZ+ISqSDJEIIUQZOXo3x7f/Jjw6fIri4EZB8mZSf21Nxr43Uc359g5PCCFEOfD29mbEiBHMnz+f48ePM336dLZv3873338PQKNGjThy5Ai5ubnXbefbb78lNDSU1atX89hjj3HXXXfRu3dvatSocc194uLiipTFx8cDUK9ePWtZo0aNSElJoWfPnvTu3bvYx41Gxq8stnX8+PEi23bv3o2Xl5c1cb7iiSeeAOC7776zKQ8NDbVZFbs4K1asQFEUBg0aZC0zGo1A6UaRr8Qri4WJW0GSZyGEuAmKRotr00n4DzmErs5dYMknc+//kfpbW/KTt9k7PCGEEGVkNptJT08vUt62bVvgnxHPkSNHYjAYeOutt4rUvXoKtFarRVEUmzKTycS77757zRjmzp1rcwsog8HAvHnz8PLyIjIy0lo+atQoUlJS+OCDD4pt5+LFi9c8xhVt2rTBw8ODHTt22JTn5ORw+PBhwsLCiuzTokUL6tWrx2+//UZBQcENj3G15cuX07lzZwICAqxlderUwcnJiaioqCLtqaqKyWQq0s62bdvw8/OzTmcXoiLJtG0hhCgHWrdgvHv9Tm7C9xi3T8aUfoi0VZ1waToZ97ZvoXF0s3eIQgghrhIbG8u3335b7LZBgwZhsVioVasWgwYNonXr1tSoUYNTp04xb9483NzcGDZsGABPP/00v/32G2+//Ta7du2ib9++6PV6Dh06xJEjR/jrr78AuPfee3nllVfo378/w4YNw2g0snTpUhwdHa8Zo5+fHx06dODRRx9FVVUWLlxIUlISCxYswNXV1Vrv6aefJioqiilTphATE0OvXr3w8PAgKSmJv//+G71eT3R09HX7Q6vVMmzYMFauXEleXp71Xs+xsbGYzWZat25d7H533303n376KTExMfTp08dafvjwYdq1a8eRI0do27YtX375pfWe0JcvX2bDhg289957Nm25uLgwceJEPvnkEzp16sQDDzyAu7s7x44d4+eff2bnzp02C5NlZGSwceNGRo8eLdc8i1vDbut8V1FyqyohhDknRb284WH13ELUcwtRL/4QrOacXn3jHYUQopTkVlWld6NbVQFqfHy8mpeXp06ZMkVt37696uPjozo5OanBwcHqqFGj1Li4OJs2c3Jy1Lfeektt1qyZqtPpVE9PTzUiIkL97LPPrHVMJpP6zjvvqPXr17e29eKLL1pv1zRt2jRr3Su3qoqKilL/7//+Tw0KClKdnJzU5s2bq0uWLCn2vAoKCtRZs2apERERqouLi+ri4qI2aNBAHTFihLpmzZoS9c327dtVQP3pp5+sZbNnz1YBdeHChcXus2bNGhVQx48fby0LCQlRg4OD1YMHD6rZ2dnq+PHj1VatWllv7/j111+rgHry5Mki7ZlMJvXzzz9X27Ztq3p4eKju7u5qy5Yt1ddee61I3Sv9tH///hKdX1VQHd+zlYmiqsUsqSfKzGg04unpicFgwMPDw97hCCHsKO/sGgxbnsCcdQoAfb2ReLafiUbvZ+fIhBBVxc1+78jNzSUhIYG6deuWaLVocWssWrSIRx55hOjoaHr06HFLj92vXz+ysrLYuHFjmdsIDQ3l8ccf59VXXwUgMzMTb29vdu7cSevWrRk6dCgJCQnExsaW+RiqqtK2bVvq1avHzz//XOZ2bjfynrUvueZZCCEqiK72nfgNOYhrs2dB0ZB7cgkpy5uSc2JJsbcCEUIIIezto48+YuvWraxdu/am2gkJCbH+v5ubG76+vtZbnnXs2JF33nnnptr/5ZdfiIuL4/3337+pdoQoDbnmWQghKpDG0Q2P9h+jr/sAhi2PYbp8gPSND6E7+S0eHefh4BZy40aEEEKIW6R58+bFLsxVWqdOnbL+f2ZmJmlpadSuXRuAl1566abbv+eee8jLy7vpdoQoDRl5FkKIW8DJvz1+A3fj3vZt0OjIO/snqSuakxU3C9Vitnd4QgghRLmaP38+cXFx5ObmMmXKFJo0aUKrVq3sHZYQN0WSZyGEuEUUjSNurV7Ff/A+nGp0RTVlYdzxDGmrOlNw+aC9wxNCCFFJjBkzBlVVb/n1zuVp7NixjB49Gn9/fw4cOMAvv/yCRiOph7i9yYJh5UwWDBNClISqWsg++gUZu15CLTCC4oBbq1dwazUVRauzd3hCiNuELBgmRPUi71n7kp9/hBDCDhRFg2vjJ/AfEocuaDCoJjL3vUnKr63Jv7jJ3uEJIYQQQoh/keRZCCHsSOtaG++ey/Hq8SMafQ3MhsOkre6KYdtELPlGe4cnhBBCCCH+R5JnIYSwM0VRcA69F/+h8Tg3HAtA9uE5pKxoRm7Sr3aOTgghhBBCgCTPxRo6dCje3t7ce++99g5FCFGNaHTeeHVegM+df6N1r48l+yyX1w3mcsxwzDkX7R2eEEIIIUS1JslzMSZPnsw333xj7zCEENWUrlZP/AcfwLXFy6BoyU38gZTlTck+thBZ41EIIYQQwj4keS5GZGQk7u7u9g5DCFGNKQ7OeES8i9+AHTj4tEHNv4xh86NcWtsHk/GEvcMTQlQx8sOcELcHea/aV5VLnjds2MDAgQMJDAxEURRWrFhRpM6cOXOsy7uHh4ezcePGWx+oEEKUgKNvW/wG7MA94n3Q6sk//zcpK1uSefBDVIvJ3uEJIW5zWq0WgIKCAjtHIoQoiSvv1SvvXXFrVbnkOSsri7CwMGbPnl3s9mXLlvHMM88wdepU9u7dS9euXenfvz9JSUm3OFIhhCgZReOAW4sX8R98AKdaPcGcQ8auF0n9owMFabH2Dk8IcRtzdHREp9NhMBhkREuISk5VVQwGAzqdDkdHR3uHUy0pahX+l1JRFJYvX86QIUOsZR06dKBt27bMnTvXWta0aVOGDBnCjBkzrGUxMTHMnj2bn3766brHyMvLIy8vz/rcYDAQHBzM6dOn8fDwKL+TEUIICj84c05+S8buqagFBlA0uDSZjHurKSgOzvYOTwhxixmNRoKCgkhPT8fT07PMbZw9exY3Nzc8PT1xdHREUZRyjlQIUVaqqlJQUIDBYCAzM5PatWtLnmEnDvYO4FbKz89n9+7dTJkyxaa8b9++bNmypUxtzpgxg9dff71IeVBQUJnaE0KI0rEAM//3EEJUVxkZGWVOnq98CU9NTeXs2bPlGZYQohzpdDpJnO2sWiXPqampmM1matSoYVNeo0YNLly4YH1+5513smfPHrKysqhTpw7Lly+nXbt2xbb5yiuv8Nxzz1mfp6enExISQlJSUpk/xEShK7+myyh++ZD+LD/Sl+VL+rP8SF+Wn9ulL1VVJSMjg8DAwJtqx8PDAw8PDwoKCjCbzeUUnRCivGi1WpmqXQlUq+T5in9PRVJV1aZszZo1JW5Lp9Oh0+mKlHt6elbqD9vbyZUPdFE+pD/Lj/Rl+ZL+LD/Sl+XndujL8vyx3tHRUb6gCyHENVS5BcOux8/PD61WazPKDJCcnFxkNFoIIYQQQgghhLiiWiXPTk5OhIeHExUVZVMeFRVFp06d7BSVEEIIIYQQQojKrspN287MzOT48ePW5wkJCcTGxuLj40NwcDDPPfcco0aNIiIigo4dOzJ//nySkpIYP358uRxfp9Mxbdq0Yqdyi9KRvixf0p/lR/qyfEl/lh/py/IjfSmEEOLfqtytqmJiYoiMjCxSPnr0aBYtWgTAnDlzeP/99zl//jwtWrTgk08+oVu3brc4UiGEEEIIIYQQt4sqlzwLIYQQQgghhBDlrVpd8yyEEEIIIYQQQpSFJM9CCCGEEEIIIcQNSPIshBBCCCGEEELcgCTPQgghhBBCCCHEDUjyfIscOXKE1q1bWx/Ozs6sWLHC3mHdtj788EOaN29OixYt+Pbbb+0dzm1p6NCheHt7c++995aoXFxbcX2WkZFBu3btaN26NS1btuSLL76wY4S3l2u9Bh0cHKz/hj722GN2iu72UlxfyudR2V3rtSmfSUIIUT3Iatt2kJmZSWhoKKdOncLV1dXe4dx2Dhw4wOjRo9myZQsAvXr14o8//sDLy8u+gd1moqOjyczM5Ouvv+ann366Ybm4tuL6zGw2k5eXh4uLC9nZ2bRo0YKdO3fi6+tr52grv2u9Bv38/EhNTbVjZLefG72f5fOodIrrT/lMEkKI6kNGnu3g119/pVevXvJFpYzi4+Pp1KkTer0evV5P69at+fPPP+0d1m0nMjISd3f3EpeLayuuz7RaLS4uLgDk5uZiNpuR3ypLRl6D5edGfSmfR6VTXH/KZ5IQQlQfkjyX0IYNGxg4cCCBgYEoilLsFLc5c+ZQt25d9Ho94eHhbNy4sdi2fvjhB4YPH17BEVdeN9uXLVq0IDo6mvT0dNLT01m3bh1nz569hWdgf+X5eqzuKrIv09PTCQsLo06dOrz00kv4+fmVc/SVT0X2p9FoJDw8nC5durB+/fpyjrzyuRXv8+r0eVRR/SmfSUIIUX1I8lxCWVlZhIWFMXv27GK3L1u2jGeeeYapU6eyd+9eunbtSv/+/UlKSrKpZzQa2bx5M3fdddetCLtSutm+bNasGZMnT6Znz54MHTqUdu3a4eDgcCtPwe7K6/UoKrYvvby82LdvHwkJCSxdupSLFy+Wd/iVTkX2Z2JiIrt372bevHk8/PDDGI3G8g6/Uqno93l1+zyqqP6UzyQhhKhGVFFqgLp8+XKbsvbt26vjx4+3KWvSpIk6ZcoUm7JvvvlGHTlyZEWHeNu4mb68YuzYservv/9eUSFWejfTh9HR0eo999xTpM1rlVd1FdGXV4wfP1794Ycfyi3W20FF9me/fv3UnTt3lluslV1F9GV1/jyqyNdmdf9MEkKIqkxGnstBfn4+u3fvpm/fvjblffv2tS4gckV1miJXFiXty+TkZKBw1dgdO3Zw55133tI4K7PSvB7F9d1MX168eNE6Mmo0GtmwYQONGzeusFhvBzfTn5cvXyYvLw+AM2fOEBcXR7169Sos1squPN7n8nn0j5vtT/lMEkKI6kHmFZWD1NRUzGYzNWrUsCmvUaMGFy5csD43GAzs2LGDn3/++VaHeNsoaV8OGTKE9PR0XF1dWbhwoUyRu0pJ+/DOO+9kz549ZGVlUadOHZYvX067du2uWV4d3UxfajQaxo4di6qqqKrKpEmTaNWq1a0+hUrlZvqzoKCAJ554Ao1Gg6IozJo1Cx8fn1t9CpXGzb7P5fPI1s32p3wmCSFE9SD/upcjRVFsnquqalPm6elZLa55LA836ksZQb2xG/XhmjVrit3vWuXVWVn7MjY2tiLDum2VtT8PHDhQoXHdjsral/J5VLyy9qd8JgkhRPUg07bLgZ+fH1qt1ubXaSicxvXvX7HF9Ulf3jzpw/IjfVm+pD/Lj/Rl+ZL+FEIIURKSPJcDJycnwsPDiYqKsimPioqiU6dOdorq9iR9efOkD8uP9GX5kv4sP9KX5Uv6UwghREnItO0SyszM5Pjx49bnCQkJxMbG4uPjQ3BwMM899xyjRo0iIiKCjh07Mn/+fJKSkhg/frwdo66cpC9vnvRh+ZG+LF/Sn+VH+rJ8SX8KIYS4aXZb5/s2Ex0drQJFHqNHj7bW+eyzz9SQkBDVyclJbdu2rbp+/Xr7BVyJSV/ePOnD8iN9Wb6kP8uP9GX5kv4UQghxsxRVVdUKzs+FEEIIIYQQQojbmlzzLIQQQgghhBBC3IAkz0IIIYQQQgghxA1I8iyEEEIIIYQQQtyAJM9CCCGEEEIIIcQNSPIshBBCCCGEEELcgCTPQgghhBBCCCHEDUjyLIQQQgghhBBC3IAkz0IIIYQQQgghxA1I8iyEEEIIIYQQQtyAJM9CCCGEEEIIIcQNSPIshBB20KNHDxRFQVEUYmNjy7XtMWPGWNtesWJFubYthBBCCFFdSfIshBBl0K1bN2uCevVj5MiRALz22mvMnj37um2MGzeO8+fP06JFixIdc+DAgfTu3bvYbVu3bkVRFPbs2cOsWbM4f/586U5ICCGEEEJcl4O9AxBCiNuNqqrExsby4YcfWpPlK9zc3ABYvnw533333XXbcXFxoWbNmiU+7tixYxk2bBinTp0iJCTEZttXX31F69atadu2LQCenp4lblcIIYQQQtyYjDwLIUQpHTt2jIyMDLp160bNmjVtHm5ubpw7dw4/Pz9atWpVqnZVVeX999+nXr16ODs7ExYWxk8//WTdPmDAAAICAli0aJHNftnZ2SxbtoyxY8eWx+kJIYQQQohiSPIshBCltHv3bhwcHK6ZHEdFRTFp0qRSt/vaa6+xcOFC5s6dy6FDh3j22Wd56KGHWL9+PQAODg48/PDDLFq0CFVVrfv9+OOP5OfnFxkFF0IIIYQQ5UeSZyGEKKU9e/ZgNpvx9fXFzc3N+hg3bhwAJ0+eZOjQoaVqMysri48//pivvvqKO++8k3r16jFmzBgeeughPv/8c2u9Rx99lMTERGJiYqxlX331FcOGDcPb27tczk8IIYQQQhQl1zwLIUQp7d69m/vuu4+3337bpvxK8vr666+Xus24uDhyc3Pp06ePTXl+fj5t2rSxPm/SpAmdOnXiq6++IjIykhMnTrBx40bWrl1bhjMRQgghhBAlJcmzEEKU0t69e3njjTdo0KBBubVpsVgA+OOPP6hdu7bNNp1OZ/N87NixTJo0ic8++4yFCxcSEhJCr169yi0WIYQQQghRlEzbFkKIUjh58iTp6ek2o8HloVmzZuh0OpKSkmjQoIHNIygoyKbu/fffj1arZenSpXz99dc88sgjKIpSrvEIIYQQQghbMvIshBClsHv3bgBq1KjBhQsXbLYFBASg0ZTtN0l3d3deeOEFnn32WSwWC126dMFoNLJlyxbc3NwYPXq0ta6bmxvDhw/n1VdfxWAwMGbMmDKfjxBCCCGEKBlJnoUQohT27NkDQKNGjWzKHR0dycjIKDLFujTefPNNAgICmDFjBidPnsTLy4u2bdvy6quvFqk7duxYvvzyS/r27UtwcHCZjymEEEIIIUpGUa++34kQQohbokePHrRu3ZqZM2dW2DEURWH58uUMGTKkwo4hhBBCCFFdyDXPQghhJ3PmzMHNzY0DBw6Ua7vjx4/Hzc2tXNsUQgghhKjuZORZCCHs4OzZs+Tk5AAQHByMk5NTubWdnJyM0WgEoFatWri6upZb20IIIYQQ1ZUkz0IIIYQQQgghxA3ItG0hhBBCCCGEEOIGJHkWQgghhBBCCCFuQJJnIYQQQgghhBDiBiR5FkIIIYQQQgghbkCSZyGEEEIIIYQQ4gYkeRZCCCGEEEIIIW5AkmchhBBCCCGEEOIGHOwdQFVjsVg4d+4c7u7uKIpi73CEEEIIUYWpqkpGRgaBgYFoNDImIoQQFUmS53J27tw5goKC7B2GEEIIIaqR06dPU6dOHXuHIYQQVZokz+XM3d0dKPwQ8/DwsHM0QgghhKjKjEYjQUFB1u8fQgghKo4kz+XsylRtDw8PSZ6FEEIIcUvIpWJCCFHx5OIYIYQQQgghhBDiBiR5FkIIIYQQQgghbkCSZyGEEEIIIYQQ4gYkeb6NTJ8+HUVRSExMtHcoVY6iKIwZM6ZC2k5MTERRFKZPn14h7QshhBBCCCEqniTPdhYTE4OiKDYPNzc3wsPDmTVrFmaz+ZbEMXPmTBYtWnRLjiWEEEIIIYQQtxtZbbuSGD58OAMGDEBVVc6dO8eiRYt45plnOHToEPPnz6/w48+cOZPQ0NAKG32t7HJyctBqtRXSdkhICDk5OTg4yNtNCCGEEEKI25V8m68kWrduzUMPPWR9PmHCBJo2bcqCBQt48803qVGjhh2jq/r0en2Fta0oSoW2L4QQQgghhKh4Mm27kvLw8KBjx46oqsrJkydttuXm5vLSSy9Ru3ZtdDodYWFhrFq1qkgbZrOZDz/8kBYtWqDX6/H29mbAgAHs3LnTWufK9binTp1i/fr1NtPHr7Zw4UIiIiJwcXHB3d2dyMhI1q5dW+SYoaGh9OjRg0OHDtGvXz/c3d3x9PTk3nvv5cKFCyU+/2PHjjFq1Chq1aqFk5MToaGhvPjii2RlZdnUGzNmDIqikJqaypgxY/Dz88Pd3Z0hQ4ZYjzd//nyaNm2KXq+ncePGLF++vMjxirvm+Y8//qB79+74+/uj1+sJDAxk0KBBHDp0yFrn9OnTjB07lpCQEHQ6Hb6+vrRr144vvviiSB//+5rnkvx9/h3fpk2b6Nq1Ky4uLvj5+fHYY4+RmZlZ4n4VQgghhBBClI2MPFdSqqpy/PhxAPz8/Gy2jR49Gp1Ox4svvkh+fj4zZ85kyJAhHD16lNDQUGu9hx9+mKVLl9KzZ08ef/xx0tLSmDNnDl26dOHPP/8kMjISf39/Fi9ezLPPPoufnx9Tp04tEsurr77KjBkzCA8P58033yQ3N5cvv/ySfv36sXjxYkaOHGlT/+zZs/Ts2ZNhw4YxdOhQ9u7dy/z58zEajcUm3P+2e/duevbsiZeXF0888QS1a9dm//79/Pe//2Xz5s2sX78eR0dHm3369etHSEgIb7zxBidOnOC///0vgwcP5t577+WLL77g0UcfRa/X89///pf777+fI0eOUK9evWvGsH79egYNGkTLli2ZMmUKXl5enD9/nujoaI4ePUrz5s0xmUz06dOHs2fPMmHCBBo3bozRaOTgwYNs2LCBcePGXfc8S/L3uVpsbCyDBw/m0Ucf5aGHHiImJoYvv/wSjUZzS6b2CyGEEEIIUa2polwZDAYVUA0GQ4nqR0dHq4D6n//8R01JSVGTk5PVffv2qY899pgKqO3atbPWnTZtmgqod999t2qxWKzlO3bsUAF1ypQp1rKoqCgVUIcNG6aazWZr+fHjx1W9Xq82btzYpo2QkBC1e/fuReI7cuSIqiiK2qFDBzU3N9danpqaqtasWVP19vZWMzMzbdoB1GXLltm08+STT6qAGh8ff8M+adWqldqoUSPVaDTalP/yyy8qoC5cuNBaNnr0aBVQn3rqKZu6zz//vAqowcHBakZGhrV83759KqC+/PLLNvUBdfTo0dbnzz77rAqoycnJ14zzSlvvv//+dc8nISFBBdRp06ZZy0r79wFURVHUrVu32rR91113qQ4ODjbnKIQQovoo7fcOIYQQZSfTtiuJN998E39/fwICAggLC+PLL7+kf//+rFixokjdp59+2mZadbt27XB3d+fYsWPWsitTk6dOnYpG88+fuX79+owYMYIjR47YTD++lpUrV6KqKi+99BI6nc5a7uvry5NPPsnly5eJjo622ScwMJD777/fpqxnz54A1tH0azlw4AD79+/ngQceIC8vj9TUVOujS5cuuLq6Fjt6PXnyZJvnnTt3BgpHd93c3KzlrVq1wsPD44ZxeHl5AfDjjz9iMpmKrePp6QnAunXruHjx4nXb+7ey/H06duzIHXfcYVPWs2dPTCaT3L5MCCGEEEKICibJcyUxduxYoqKi+Ouvv9iyZQspKSmsWrWKwMDAInWLm27s4+NDWlqa9fmV66SbNWtWpG7Lli1t6lzPlTrNmzcvcTvFxefr6wtgE2Nx4uPjAXjjjTfw9/e3eQQEBJCVlVVsolq3bl2b597e3gA209iv3najOCZNmkR4eDgTJ07Ex8eH/v37M2vWLJtjh4SE8H//93+sXbuWwMBA2rZty4svvsi2bduu2zaU7e9zM/16pc769etZsWIFUVFRXLp06Yb7CCGEEEIIIQrJNc+VRIMGDejdu3eJ6l7rlkqqqtr8/78X/Squ3o1cr+61tl3vlk83OvaV7c888wx33313sXWuJMYlOWZJ+qo4Pj4+7Nixg02bNhEVFcWGDRt4/vnn+b//+z9WrlxJjx49AHj99dcZM2YMq1atYuPGjSxcuJAPP/yQp556iv/+97/XbL8sf5+b6de4uDi2bNmCxWKxloWHh193HyGEEEIIIcQ/JHmuourXr4+qqsTFxdG2bVubbVemA9evX99adq1E7kqdQ4cO0bhx4xu2c7MaNWoEgEajKfGPCRVFo9HQrVs3unXrBhSOioeHhzNt2jTWr19vrVe3bl0mTpzIxIkTycvLY/DgwXz66ac8++yzRUbEryjt3+dmxMfHs2nTJqDwllxBQUE4OTnh4+NTLu0LIYQQQghRHci07Spq6NChAMyYMcNmVDIhIYGlS5fSuHFjmynDbm5uXL58uUg7Q4YMQVEUPvzwQ/Lz863lly5dYs6cOXh7e1tHYctD69atadmyJfPnzy/2umSTyXRLphunpqYWKWvUqBHu7u7W4xsMBgoKCmzq6HQ66xT368VZ2r9PWSUnJ7N582agcMT+3nvvJTIy0npNuBBCCCGEEKJkZOS5iurduzcPPvgg3333HX369GHw4MHWWyGZzWbmzp1rM9rcoUMHvvrqK6ZPn07jxo1RFIUHHniAhg0bMmXKFGbMmEHnzp158MEHrbequnDhAt988w2urq7lFreiKHzzzTf07NmT1q1b8+ijj9K8eXOys7M5fvw4v/zyCzNmzChyT+byNm7cOM6cOUPfvn0JCQkhLy+PH3/8keTkZF588UUAoqOjefzxx7nnnnusiXVsbCyff/45rVq1onXr1tdsv7R/n7Iwm82sW7cOi8WCs7Mzd911Fy4uLjZ1VFXl9OnTAAQHB9/U8YQQQgghhKjKJHmuwhYvXkzbtm1ZuHAhL7zwAs7OznTu3Jlp06bRvn17m7pvvfUWqampzJw5E4PBAMADDzwAwDvvvEODBg347LPPmDp1KlqtloiICObMmcOdd95Z7nG3bt2avXv3MmPGDH799VfmzZuHu7s7oaGhjBkzhl69epX7Mf9t1KhRLFq0iK+//pqUlBQ8PDxo0qQJS5cu5cEHHwQgLCyMYcOGsX79epYsWYLZbCYoKIgXXniBF1988brXKEPp/j5lcfHiRTIzMwHo3r17sT9yrF+/nqNHj+Ll5UVQUNBNJ+xCCCGEEEJUVYpamtWjxA0ZjUY8PT0xGAx4eHjYOxxRzRmNRk6ePHnNUfCkpCT+/PNPAO6++25q1659C6MTQghxs8rze4eqqpjN5mveolGIqsbBwQGtViuDB6LEZOS5GEOHDiUmJoZevXrx008/2TscIcrMw8PjutPHg4KCcHV1JSsri5MnT0ryLIQQ1ZCqqqSnp5OSkoLZbLZ3OELcUlqtloCAADw9PSWJFjckyXMxJk+ezKOPPsrXX39t71CEqFCKolCvXj0OHDhAQkICnTt3RqORdQSFEKI6uXDhAunp6Xh4eODh4YGDg4MkEaLKU1UVk8mE0Wjk/Pnz5OTkUKtWLXuHJSo5SZ6LERkZSUxMjL3DEKJMNm3aRG5uLq1bt8bPz++G9WA0cX8AAQAASURBVOvXr8+BAwfIzc3lwoULBAYG3oIohRBCVAZmsxmDwYC/v3+JPjOEqGrc3d3R6XSkpqYSEBBwwzVrRPVW5YaYNmzYwMCBAwkMDERRFFasWFGkzpw5c6hbty56vZ7w8HA2btx46wMVogJkZ2dz+PBhTp48Weytvorj7++PXq8H4OzZsxUZnhBCiEqmoKAAVVXL9c4ZQtxuXF1dUVW1yC1Ihfi3Kpc8Z2VlERYWxuzZs4vdvmzZMp555hmmTp3K3r176dq1K/379ycpKalMx8vLy8NoNNo8hLCXAwcOYLFY0Gg0tGrVqkT7KIpiHW2W5FkIIaonmaYtqjN5/YuSqnLJc//+/XnrrbcYNmxYsds//vhjxo4dy2OPPUbTpk2ZOXMmQUFBzJ07t0zHmzFjBp6entZHUFDQzYQvRJmZTCbi4+MBaNSoUZF7Ol/PlYXC0tPTZZVVIYQQQgghilHlkufryc/PZ/fu3fTt29emvG/fvmzZsqVMbb7yyisYDAbr4/Tp0+URqgC++OILmjZtik6nQ1EUYmNj7R1SpXb8+HHy8/MBaNmyZan2rVu3LoMHD+bhhx/GwUGWQhBCCCGEEOLfqlXynJqaitlspkaNGjblNWrU4MKFC9bnd955J/fddx+rVq2iTp067Ny585pt6nQ66+qUVx6lFRMTg6IovPvuu6XeF2DmzJksWrSoTPveCjExMUyfPp309PQS77NhwwYef/xxGjduzLx581i8eDEhISEVF2QVEBcXB0CtWrXw9vYu1b56vZ4aNWrISttCCCGEEEJcQ7UcYvr3dQ2qqtqUrVmz5laHdFNmzpxJaGgoY8aMsXcoxYqJieH1119nzJgxeHl5lWifP//8E4CFCxeWOhGsjpKTk0lNTQWgWbNmdo5GCCGEEEKIqqdaDTP5+fmh1WptRpmhMPH492h0dZSVlWXvEKyu/I1KkjibTCby8vIqOqRK7cqos7OzM3Xr1i1TG6qqkp6eXuJVuoUQQgghhKhOqlXy7OTkRHh4OFFRUTblUVFRdOrUyU5RXduyZcvo0qUL7u7uuLi40KFDB3766Sfr9sTERBRF4dSpU6xfvx5FUayP67kyTXzRokV89tlnNGvWDJ1OxwcffFDiY1/xxx9/0L17d+vtjgIDAxk0aBCHDh0CoEePHrz++utA4XW1V+K71jTzK+e0cOFCAGv9Hj16ADB9+nQUReHQoUM899xz1KlTB51Ox9atW61xDxo0iODgYHQ6HX5+fgwZMoT9+/cXOVZoaCg9evQgNjaW3r174+bmRkBAAM8//zwmk4nc3FxeeOEFateujV6vp2vXrtbzulpeXh7vvPMOzZs3R6/X4+XlxcCBA9m7d+91/w7lqVWrVrRq1YqwsLAyT70+e/YsP/zwA+vWrZNV44UQQogbuPr7lBCieqhy07YzMzNtRs4SEhKIjY3Fx8eH4OBgnnvuOUaNGkVERAQdO3Zk/vz5JCUlMX78eDtGXdRrr73G22+/Tb9+/XjzzTfRarUsX76c++67j9mzZzNx4kT8/f1ZvHgxzz77LH5+fkydOrVUx5g5cyaXLl1i3Lhx1KhRw7pSeEmODbB+/XoGDRpEy5YtmTJlCl5eXpw/f57o6GiOHj1K8+bNmTp1Kj4+PixfvpxPPvkEPz8/gGv+WHHlnObPn8/GjRtZvHgxQJGZASNHjsTV1ZXnn38eRVGoVasWAJ999hn+/v5MmDABf39/Tpw4wfz58+ncuTN79uyhYcOGNu2cOXOGvn378uCDD3LvvfcSFRXFxx9/jFarJT4+npycHKZMmUJqaioffvghQ4YM4fDhw2i1WqDw/pj9+vVjy5YtjBo1ikmTJmEwGFiwYAGdO3dmw4YNRERElOrvUhY+Pj7ccccdN9XGlb8NQFpaWpmu3xdCCCEqu5iYGCIjI23KXF1dady4MQ8//DCTJk2yfs4LIYQNtYqJjo5WgSKP0aNHW+t89tlnakhIiOrk5KS2bdtWXb9+fbkd32AwqIBqMBhKHfOMGTNUVVXVXbt2qYA6ZcqUInUHDx6suru7q0aj0VoWEhKidu/evdTH8/HxUVNSUmy2lebYzz77rAqoycnJ1z3etGnTVEBNSEgocYyjR49Wi3t5XmkrMjJSNZlMRbZnZmYWKYuLi1OdnJzUCRMm2JSHhISogPrzzz/blIeHh6uKoqhDhgxRLRaLtXzWrFkqoK5evdpa9tFHHxUpU9XC10FQUFCp/i6VweLFi9XPP/9c3blzp71DEUIIUQJl+d5xtZycHDUuLk7Nyckp58gqryvfg4YPH64uXrxY/eabb9R3331XbdKkiQqo48aNK1E7ZrNZzcnJKfb7SHWVm5urZmRkXPNRWfuqOr4PRNlUuWnbPXr0QFXVIo+rp9Q8+eSTJCYmkpeXx+7du+nWrZv9Ai7G0qVLAXj44YdJTU21eQwaNIiMjAzrNOWb8fDDD9uMNpb22FcW//rxxx9v+b2Bn3766WJ/FXZ1dQUKr981Go2kpqbi7+9P48aN2b59e5H6derUKXJP8M6dO6OqKpMmTbKZAt+1a1cAm5kNS5YsoWHDhkRERNj0VX5+Pn369GHTpk3k5OSUyzkXJycnp1SrmN+Ij48PAJcuXSq3NoUQQojKqHXr1jz00EOMGjWKl19+me3btxMY+P/s3Xd4VNXWwOHfmT7ppDcgAULvoUgHAQEpIgpiQVCKgn6IHbCAgnrVa0NFUVCUK+K1wEUBadJRakJLQgklhISQQtok08/3x5iBmAQCmWQC7Pd58picOXP2mkiSWWfvvVY4CxcuJCMjo9zn2O125991hUKBTqerdbPUl8dY08aOHYu3t3eFH9u2bXNLXILgKjdd8nwzSExMBBxVk4OCgkp9jB8/HqDCX+rX4p9LmK917CeffJLY2FieeOIJ/P39GTRoEB999JFLYrue2AH279/PkCFD8Pb2xtfX1xn7oUOHuHjxYpnzo6KiyhwrKVL2z8dKjmdnZzuPJSYmcvz48TLfq6CgIL766itsNpuzCnZ1SExM5L///S8rV65EluUqX08kz4IgCEIJ2VqMJedgrfyQra5PDn18fOjSpQuyLHPy5EkWL16MJEls2LCBOXPm0LBhQ7RaLT/88ANQ/p7ny5/z+uuvU79+ffR6PZ07d3ZOPmzZsoXu3bvj6elJaGgor732Wqm/4QUFBbz88st07tyZwMBAtFotjRo1Yvr06RQVFZWK+UoxLl++HEmS+PLLL8t9vW3atKFevXrY7fYrfl+upbbLsmXLyp3EKvkoqWEjCDeqm27P882g5Bfo6tWrUavV5Z7TokWLKo/j4eFRpbH9/f3ZvXs327dvZ/369WzdupVnn32WV199lf/973/V+guyvNhTUlLo2bMnvr6+vPLKKzRp0gRPT08kSWLatGkUFhaWec6V7hZX9Njlf+BkWaZ58+Z89NFHFV4nKCjoSi+lSo4fPw44vh9XKxRXGQEBAQDk5+djtVpRqcSvCEEQhFuVNf84WSvbuDuMcgUOO4Dav7VLrynLsnN1WWBgIEePHgXgueeew2q1MnHiRHx8fGjSpMlVrzV9+nQApk2bhtls5r333mPAgAF8++23TJgwgUmTJvHggw/y3//+l9mzZxMdHc3DDz8MOAp4Llq0iJEjR/Lggw+iVCrZsmUL77zzDnFxceW2VC0vxo4dOxIWFsaiRYuYOHFiqfP37t3LwYMHefXVV69YaLS21HYRhNpCvDOuhRo3bszvv/9OZGQkrVq1uur5rkiarndshUJBz549nUvfExMTiY2NZdasWWzZssXl8V3J8uXLMRgM/Prrr2UKgWRnZ6PVal0+ZuPGjUlPT+f222+/7irX1ysjI4O8vDxnHK5QMvMMcPHixWpN/AVBEATBnYqKisjKykKWZdLT0/n44485cOAAHTt2JCYmhh07dgBgNBqJi4tDr9df0/X//PNP50REixYtGDp0KCNHjmTXrl20b98egPHjx1O/fn3mz5/vTJ4bNGjA2bNnS93AfuKJJ3jllVeYO3cuu3fvplOnTqXGqijGRx55hDfffJPDhw/TsmVL5/FFixahUCh49NFHr/gaPv74YzZv3syaNWsYOHCg8/iUKVNo2bIlzz33HJs3b76m74sg3MhE8lwLPfTQQ8ybN4+ZM2eyfPnyMrN/Fy5cIDg42Pm1l5dXuUuSq3vsrKysMnumGzdujLe3d6llv15eXoAjGStvmbSrlMwU/3P58pdffsn58+epX7++y8ccM2YMzz//PO+++y4vvvhimcczMjKqrYd4yayzXq8nMjLSJdf09fV1fp6XlyeSZ0EQhFuYyieGwGEH3B1GuVQ+5W/fuhZz5sxhzpw5zq8lSWLQoEEsXLiw1HmTJ0++5sT58ccfL7WCr1u3bgDcdtttzsQZHG1UO3Xq5EzUS46VsFqtFBQUYLPZ6NevH3PnzmXXrl1lkueKYpw4cSL/+te/WLRoER988AHgqJfy/fff069fv6u+N/pnbZfL9e/fn2+++Ybi4uJr/v4Iwo1KJM+1UMeOHXnttdeYNWsWbdu2ZdSoUYSHh5Oens6+fftYvXo1ZrPZeX7nzp356quvmD17Nk2aNEGSJEaPHl3tY0+cONHZ6ql+/fqYTCZ+/PFHLly4wPPPP18qPoAZM2Zw//33o9Vq6dy5M9HR0VX4LpU1aNAgPDw8nMuK6tSpw44dO1i9ejUNGzaslqJmTz31FOvXr2f69Ols3ryZvn374uPjQ0pKChs3bkSn07Fp0yaXj2u32zl58iQAjRo1ctmst0qlolOnTs59WIIgCMKtS1LpXb40ujYZP348o0ePRpIkPDw8aNy4sXP70uUqqrNyJf98j1NRPZWSxy6vpwIwf/58Pv/8c44cOVJmT3J5EyYVxRgVFUX//v1ZsmQJb7/9NhqNhp9++om8vDwmTJhw1ddR0rbzSjfTs7KynO1OBeFmJ5LnWqBkpvTyPbavvvoqsbGxzJs3jw8//BCDwUBwcDAtW7Yss7927ty5ZGVl8eGHHzqX8V5v8nwtY48ZM4bFixfzzTffkJmZiY+PD02bNmXp0qXcf//9zvO6d+/OG2+8wYIFCxg/fjw2m42vv/7a5clzw4YNWbNmDTNnzuTNN99EqVTSrVs3tmzZwpNPPsnp06ddOh6AWq1m1apVzJ8/nyVLljBr1iwAwsPD6dSpE2PHjnX5mABpaWkYjUbA8bpdqW3bti69niAIgiDURo0aNaJfv35XPa+8OitXU1HdlMpU5n7vvfd47rnnuOOOO5g6dSrh4eFoNBrOnTvHuHHjyi3wdaUYJ02axNq1a1mxYgWjRo1i0aJFBAYGctddd101FnfXdhGE2kYkz7VAfn4+cKn1U4nBgwczePDgqz4/NDSUFStWVHq8knZeV1KZsUeMGFGmzVNFZs6cycyZMysd4+LFi0tVrywxe/ZsZs+eXeHzevbsyfbt28scL28/TkXJdEVjREVFlft9U6lUTJ06lalTp1YYl6uVzDp7eXmVWsIvCIIgCMKN7T//+Q9RUVGsWbOm1Mqy33///bquN2zYMEJDQ1m0aBHt27dn69atPP3006WWh1fEnbVdBKE2Ej8FtcBff/0FUKkCXYIgyzJnzpwBHEVFqnMcQRAEQRBqllKpRJKkUn+HrVYr//rXv67reiqVikceeYQNGzYwa9YsZFmu1JJtcKwyzMzM5N133y338ZpoTyoItYmYeXaj77//nr179/Lxxx/TunVr595gQbgSSZIYOXIkp0+frpZiZFlZWWzevJm8vDzuv//+61quJgiCIAjC9bn33nuZMWMGgwYNYsSIEeTn57N06dIKW4hWRknhsKVLl9K1a1eaNWtWqee5q7aLINRWInl2oylTpiBJEsOHD+f999+vsZZOwo1Pp9PRtGnTarm2SqVyVksvKCgQybMgCIIg1KDnn38eWZZZtGgRTz31FKGhodx333088sgjNG/e/LquGR0dTf/+/Vm3bl2lZ53BfbVdBKG2kmSxNtOl8vPz8fX1JS8vDx8fH3eHIwjXzGq18tVXXwFw++2306hRIzdHJAiCIFSkqu87jEYjp06dIjo6Gp1OVw0RCrXFkCFD2Lp1K+np6Xh6ero7nFpF/BwIlSX2PAvCDSQ7O5uUlJRyK226ikqlcs42FxQUVNs4giAIgiDUjBMnTrBmzRrGjBkjEmdBqAKxbFsQbiCHDx/m6NGjBAYGVrrS+fXw8vKiqKhIJM+CIAiCcAPbtWsXiYmJzJs3D41Gw3PPPefukAThhiZmngXhBmG32zl16hQAERER1TqWt7c3IGaeBUEQBOFG9tlnn/Hoo4+Sn5/Pd999R3R0tLtDEoQbmph5FoQbRGpqKmazGajeFlUgkmdBEARBuBksXryYxYsXuzsMQbhpiJlnQbhBnDx5EnAktkFBQdU6VknyXFhYKPo9C4IgCIIgCAJi5lkQbgh2u50zZ84A1T/rDODr64uPjw8+Pj5YLBY0Gk21jykIgiAIgiAItZlIngXhBnD+/HlMJhMAUVFR1T5eeHg4o0ePrvZxBEEQBEEQBOFGIZZtC8IN4PTp0wDo9XqCg4PdG4wgCIIgCIIg3IJE8iwIN4Dz588DjllnSZLcHI0gCIIgCIIg3HrEsm1BuAEMHz6cjIwMdDpdjY2ZkpJCTk4Ofn5+NbJUXBAEQRAEQRBqM5E8C8INQKFQEBYWVqNjHj58mNTUVBo1aiSSZ0EQBEEQBOGWJ5ZtC4JQLg8PD8DRrkoQBEEQBEEQbnUieRaEWqywsJAjR464JYH18vICwGAw1PjYgiAIgiAIglDbiORZEGqxU6dOsWPHDpYtW4bFYqnRsUtmnkXyLAiCIAiCIAhiz7Mg1GolLarCw8NRq9U1MmZycjJLliwhLy+PunXr4uXlhdForNFiZYIgCIIgCIJQ24iZZ0GopYxGY6kWVTWlZIZbrVaTkZEBQFFRUY2NLwiCIAiC+5w+fVoUChWECojkWRBqqZSUFGRZBqB+/fo1Nm5ISAjgSJ5tNhsgkmdBEARBEARBEMu2BaGWKlmyHRQUhKenZ42NW6dOHR599FEUCgUrVqwAoLi4uMbGFwRBEARBEITaSCTPglALWa1WUlNTgZpdsl2iXr16AAwbNgydToevr2+NxyAIgiAIws3HZDJdsQiqXq9HqVTWYESCUHli2bYg1EKpqalYrVbAPclziXr16hEcHIxWq3VbDIIgCIIgVK8pU6bg5+eHn58frVu3JiUlxfm1n58f27dvd9lYY8eOxdvbu8KPbdu2uWwsQXA1kTwLQi2UlZUFgI+PD3Xq1KnRsQ8fPsz333/PqlWranRcQRAEQagJixcvRpIkNmzYwOzZs6lfvz5arZZWrVqxdOnSUue+/vrreHp68uSTT5Z7reeffx6lUkl8fPw1x7Fy5Urn33tXxQuOmd0333yTFi1aoNPp8PPzY+jQocTFxVU4xvz588nNzSU3N5eDBw9Sr14959e5ubl07969wude63jLli1DluUKP3r37n3V74kguItYti0ItVCHDh1o2rSpW3osZ2ZmcvToUQDOnDnD5MmTsVgsaDSaKz5v//79JCYm4u3tzdChQ5EkqSbCFQRBEITr8uKLL2IwGJg8eTKSJPH111/z4IMPUlxczPjx4wHo168fmzdv5tNPP+WJJ56gWbNmzucfO3aMefPmMWnSJNq2bXtNY+fk5DBmzBiioqLYuHEjgYGBLonXYrEwcOBAdu7cyZgxY3jyySfJy8tj4cKFdOvWja1bt9KhQ4drivVKano8QXA3kTwLQi3l5eWFl5dXjY8bFBTk/DwpKYmFCxfi5+fHyJEjr/i8TZs2UVBQAMCgQYNqrC+1IAiCUD3MNpl0g83dYZQrzFOJRlm1m7RZWVkcPHjQWdfj8ccfp3Xr1jz77LOMHj0aT09Punbtypw5c+jevTvx8fGlkuenn34aT09P5syZc81j+/v7s2LFCoYMGULfvn35448/CAgIqHK8H3/8MZs3b2bNmjUMHDjQ+dwpU6bQsmVLnnvuOTZv3nzN8VakpscTBHcTybMgCKW0bNkSf39/kpOTSUtLIy8vr1LVtuvWrUtCQgIAZrNZJM+CIAg3uHSDjRe25bg7jHK908Of+j5Vexs7efLkUgUxfX19efzxx5k5cyabNm1iyJAhADRv3hxw3FAusXr1alavXs28efPKnTWeO3eus3bJlXTp0oWNGzfSt29fNm3adMWtWpWJ97vvviMmJoYOHTqUWRLev39/vvnmG4qLi9Hr9RWOExUV5ez4cTWuGE8QbiQieRaEWubgwYMEBgYSGhqKQuGesgTh4eGEh4dz/PhxNm3ahNFoxG63XzGeO++8k2bNmqHVaq+6xFsQBEEQ3O3yWeQSJYlycnKy81idOnUICgpyJs9ms5mnn36aFi1aMHny5HKvPXfuXEwmU6VjOXjwIKdPn75i8lyZeBMTEykuLi61iuyfsrKyqFu3bqVju5KaHk8Q3E0kz4JQixgMBv766y8A+vTpQ0xMjFvjufxOcXFx8RX7TXt5edGqVauaCEsQBEGoAWGeSt7p4e/uMMoV5ln1Vkbl1eaQZbncxxo3buxMnj/66COOHTvGhg0bUKnKfyttNBqvOr7ZbGbkyJH8+uuvLFiwgHbt2lU5XlmWad68OR999FGF17lSonutano8QXA3kTwLQi2SkpICOP4IuusubWJiInl5eQQGBpa6A240Gq+YPAuCIAg3F41SqvLS6NosISGBYcOGlTqWmJgIQIMGDUodb9KkCUuXLiUtLY05c+Zw991307dv3+se+5+J88SJE10Sb+PGjUlPT+f222+vkdVrNT2eILib+FcuCLVISfIcEhKCTqdzSwz79+/n999/5z//+Q+rVq1yVvy+2l30gwcPsnv3budrEARBEITa7LPPPiMvL8/5dV5eHp9//jl+fn706dOn1LlNmjTBaDTy0EMPYTabee+996o0ttlsJjs7u9KJc2XjHTNmDJmZmbz77rvlXiMjI6NKcf9TTY8nCO52895OrIK7776bzZs307dvX3766Sd3hyPcIqxWK+fOnQOgXr16bovj8kJfJ06ccFb8vlrRsO3bt3PhwgUAHnzwQbcvORcEQRCEKwkMDKRz5848+uijyLLM119/TUpKCgsXLiyz0qpJkyaAo7PESy+9RHR0dJXG9vLyYsuWLSiVlV9+Xpl4n3rqKdavX8/06dOd72V9fHxISUlh48aN6HQ6Nm3aVKXYL1fT4wmCu7k0eV65cuU1P6d///61rgLf1KlTefTRR/nmm2/cHYpwC0lLS3NW5nRn8jxq1Cjy8/NZuXIlSqXSWT3zajPPl8+UFxYWVmuMgiAIglBVb7/9Ntu2beOTTz4hIyODmJgYvvvuOx544IEy55Ykz5GRkcyYMcMl419L4lzZeNVqNatWrWL+/PksWbKEWbNmAY5CoJ06dWLs2LEuid1d4wmCu7k0eR4+fPg1nS9JEsePHy+zr8Td+vTpI3rSCTWuZLmzl5cX/v7uLdDi4+PDQw89BMCGDRuw2WxX7Tn96KOPsmbNGiRJKrdthyAIgiDUJiqVitdee43XXnvtqueWrMqaMGGC2+p/VDZelUrF1KlTmTp1ao3FVZPjCYI7uXzP8/nz57Hb7ZX68PDwuObrb926laFDhxIeHo4kSaxYsaLMOfPnzyc6OhqdTkdsbCzbtm1zwSsThOpVkjzXr1/fzZGU1q9fPwYMGEBUVNRVzx00aBADBw4ULSkEQRCEm0p8fDwA7du3d28ggiC4lUtnnseOHXtNS7AfeughfHx8rmkMg8FAmzZteOSRR7jnnnvKPP7DDz8wbdo05s+fT7du3ViwYAGDBg0iISHBuRQ2Nja23N5769atIzw8/JriEQRXKCwsdP6bdOeSbXDcAJMkCW9v7+u6wSUIgiAIN5uS5Plq7aQEQbi5uTR5/vrrr6/p/M8+++yaxxg0aBCDBg2q8PH333+f8ePHM2HCBAA+/PBD1q5dy2effcZbb70FwL59+6553IqYTKZSiXh+fr7Lri3cOry8vHj44YdJT08nLCzMrbEsWbIEg8FAQEAAt912G40aNSrVsqo8siyTnp6OWq3G19cXjUZTQ9EKgiAIQvWLi4sjICCAyMhId4ciCIIb3VTVts1mM/v27WP69Omljt9xxx3s3LmzWsZ86623KrVXRhCuRqlU1oo/yiVFy7Kzs1m1ahV9+vTBw8MDhUJBbGxshc/54osvAKhTpw69evWibdu2NRWyIAiCIFTauHHjGDdu3DU957fffqueYCrheuIVBKF6uGzP88WLF8nJyQEgMzOTn3/+mcOHD7vq8pWSlZWFzWYjJCSk1PGQkBDOnz9f6esMGDCAkSNHsnr1aiIjI9mzZ0+F586YMYO8vDznx9mzZ687fkGoDSZOnOjsOanRaMjJySEuLo4jR45U+ByLxeL8/OLFiyQlJVV7nIIgCIIgCIJQk1wy87xw4ULeeust7HY7L7zwAt999x2tW7dm1qxZTJ06lUmTJrlimEqTJKnU17Islzl2JWvXrq30uVqtFq1WW+nzBeGf0tLSyM/Pp169erVij3FJpezZs2cDcPToUbZs2YLJZKrwZ0mn0/HEE0/w22+/cfHiRXx9fWsyZEEQBEEQBEGodi5Jnj/++GOOHDlCUVER9erV49SpUwQFBZGfn0/Pnj1rLHkODAxEqVSWmWW+cOFCmdloQagtEhISOHnyJIGBgYwYMcLd4ZRRUgRQlmVMJlOpfs4lFAoFQUFBPPLIIzUdniAIgiAIgiDUCJcs21Yqleh0Ovz9/WnUqBFBQUGAo1fstcz4VpVGoyE2Npb169eXOr5+/Xq6du1aY3EIQmXZ7XbnUv/a1qKqxOUrK8qrUi8IgiAIgiAItwKXzDyrVCqMRiM6nY4tW7Y4jxcUFLji8qUUFhZy4sQJ59enTp0iPj4ef39/6tWrxzPPPMOYMWPo0KEDXbp04YsvviAlJYXHH3/c5bEIQlWlp6c79wu7u0UVOKrFf/LJJ6jVagYMGEB4eDg2m835uEieBUEQBEEQhFuVS5LnP/74wzk7dflex+LiYhYtWuSKIZz27t1Lnz59nF8/88wzgKPH9OLFi7nvvvvIzs7m9ddfJz09nZYtW7J69epaO6sn3NpSUlIA8PDwcO41dier1YrZbMZsNvPLL78A0Lt3b+fjFSXPJ0+e5L///S9Go5Hhw4fj4+NDgwYNaiJkQRAEQRAEQagRLkmevby8Sn19/vx5QkNDCQ4OJjg42BVDOPXu3RtZlq94zpQpU5gyZYpLxxWE6nDmzBnAMetck1scKqLX6xk8eDAWi4V169YBjm0ZJSpKns1mM0ajEYAVK1bg5eXFc889V/0BC4IgCIIgCEINqZY+z3fccQcHDx6sjksLwk0jNzeX/Px8oHYs2QZH8tyxY0cAoqKikGUZX19fkpOTSyXI/xQcHMygQYPYunUrBoPhqje4BEEQBEEQBOFGUy3Js3jjLAhXV7JkW6lUEhER4eZoygoPD3d+fuedd6JSqcqsMinh7+9P586dad++PRaLBYXCZS3kBUEQBEEQBKFWqJbkuTYsPxWE2i4nJweAsLAw1Gq1m6O5sspuv1Cr1bX+tQiCIAiCIAjC9aiW5FkQhKvr3bu3c6a2tjhz5gx//vknarWa4cOHl9rvLAiCIAiCIAi3MpE8C4Ib+fj4uDuEUi5evEhSUhKSJGEymUhPT6ddu3bcfvvtWK1WrFYrOp2uzPMSEhI4dOgQnp6eDBw4EFmWxQy0IAiCIAiCcFOpluRZo9FUx2UFQahmPj4+NGvWDLvdjsFgoKCggOLiYnbs2MGRI0cIDg5m+PDhZZ6XmZlJYmIi4Ggnp1AoePXVV2s4ekEQBEEQ/un06dP07t2b06dPuzsUQbjhVUvyvHfv3uq4rCDcNOLi4ggPDyc4OLhW1Qho0KCBsz9zfHw8TZs2JSwszLk/u6JWVQEBATRp0oTjx49jt9tF0UBBEARBEAThplOty7aNRiMHDx7kwoUL2O32Uo8NGzasOocWhForJyeHPXv2ADBo0CDq1q3r5ojK17ZtW+fnBoMBqDh5btmyJS1btiQ3N5dz587VqhsCgiAIgiAIguAK1ZY8//777zz88MNkZWWVeUySJGw2W3UNLQi12tmzZwFQqVSEhYW5OZrK0Wq1gCN5lmW5wuTYz88PPz+/GoxMEARBEAR3MplMVyx+qtfrRQFS4aZRbc1Yn3zySUaOHEl6ejp2u73Uh0ichVtZSX/n8PBwVKraVbPv5MmT7Nq1i6SkpFLHS5JnWZYxm83uCE0QBEEQhEqaMmWK84Z269atSUlJcX7t5+fH9u3bXTbW2LFj8fb2rvBj27ZtLhtLENyt2pLnCxcu8MwzzxASElJdQwjCDcdsNnP+/HmAWrlc+8iRI6xZs4adO3eye/dufvnlF3bu3OlMnoFyk+fTp0+zZ88eZ9EwQRAEQaitXn/9dTw9PXnyySfLffz5559HqVRW+rz4+PhrjmHlypXlrs4sj8lk4s0336RFixbodDr8/PwYOnQocXFxFT5n/vz55Obmkpuby8GDB6lXr57z69zcXLp37+6ysZYtW4YsyxV+9O7du1KvUxBuBNWWPN97771s3ry5ui4vCDek1NRUZzGt2pg8KxQKdDodOp2OM2fOcPDgQU6fPn3V5Pnw4cOsWrWKH374gUWLFvHll1+KGWpBEAShVurXrx+dO3fm008/LXPT99ixY8ybN49JkyZV+rzLa4RURk5ODmPGjKFv375XTaAtFgsDBw7ktddeo0uXLnzwwQdMnz6dxMREunXr5tIivTU5liDcqKptzegnn3zCyJEj2bZtG61atSrT83Xq1KnVNbQg1Fol+539/PxqXY9ngMGDBzN48GAAtm3bhtFoJDQ0tFT7ufKSYqVSiVarxWQyOV/jP4sECoIgCDeWYquF4/mZ7g6jXDE+QehV6qufWI6uXbsyZ84cunfvTnx8PM2aNXM+9vTTT+Pp6cmcOXMIDAys1HnXyt/fnxUrVjBkyBD69u3LH3/8QUBAQLnnfvzxx2zevJk1a9YwcOBA5/EpU6bQsmVLnnvuOZdNVtXkWIJwo6q25Hnp0qWsXbsWvV7P5s2bSxUYkiRJJM/CLakksayNs87/1KNHD3r06AE47kbXrVsXrVZbbh/3QYMGMWjQIDIyMtizZw+SJKFQVNvCFuEayHYbtqJU7EVp2IvPYys+j704A9mSh91SiGwtRLYaQC59s0NSeSCpvJBUnkhqb5S6YBT6UBT6UJQeYSi9opCU2gpGFQThZnA8P5M2/3vf3WGU68Bdz9DaP/y6n9+8eXOAUjU+Vq9ezerVq5k3bx6BgYHXdN7l5s6di9VqvWoMXbp0YePGjfTt25dNmzZRp06dMud89913xMTE0KFDhzKz1P379+ebb76huLgYvV5f4ThRUVGV6vHsirEE4WZXbcnzyy+/zOuvv8706dPFm2hBAPLz852tnm6E5PlyarWaQYMGXfW8kJAQhgwZUgMRCf8k261Y85Kw5MRhzYnHmncMa8EJbAUnwV4dS+gllJ71UPo0QuXTGJV/G9T+bVHXaYWk8qiG8QRBEFynTp06BAUFOZNis9nM008/TYsWLZg8efI1n3e5uXPnVtjasTwlW6TKS54TExMpLi4mKCiowudnZWW55H1FTY4lCDeqakuezWYz9913n0icBeFvPj4+jB07lrS0tFrboioz07E8z9PTEw8PkQDVZrai85gztmA+vwVL1h4sFw+BvRJv1pQ6lPpQJI0fksoLhdoxu4x0+Z8DO7K12DkrbTfnOWerL5GxGc5gM5zBnL7x0mFJgcq3GZrg7mhCeqAJ7YnSU7zREoQbUYxPEAfuesbdYZQrxqfiBK+yGjdu7EyKP/roI44dO8aGDRvKdMKo7HkljEbjVcc2m82MHDmSX3/9lQULFtCuXbtyz5NlmebNm/PRRx9VeK0rJbvXoibHEoQblSSXVC9ysaeffpqgoCBmzpxZHZevtfLz8/H19SUvL69W7mkVhCv55JNPyMrKokePHjRr1oyMjAx0Ol2pfV7lycvLw2w2o9Pp8Pb2rqFoby12cx6mc2sxpW/AfH4LtvxjFZ6r9IlB5dcClXcjx8ywd0OUnvVQ6EOR1N4V9um+GtlajK04A3tRKtaCZGz5J7AWnMCam4g19wjI5S9TVHpFo428E23kELShvZFUuusaXxCEsqr6vsNoNHLq1Cmio6PR6W6tn83x48ezdOlSkpOTadq0Kf369eOXX3657vMq65+J88SJEys8t02bNqSnp3P+/Plqn5CqybFqm1v550C4NtU282yz2XjnnXdYu3YtrVu3LlMw7P33a+ceGkG4lVksFsCxTPvw4cPs3LmT4OBgmjVrRkJCArm5uQQHB9OoUaNSz1uzZg1JSUmEh4fTqFEj7HY73bp1E/uiqsiafwLj2V8xnf0Vc8a2cpNTpU9jNMHdUAe0Q+3fDpV/GxTq6rmBIan0qLyjwDsKTUjpNieyzYQ1NwFLThyWzF2YM7ZhzXNUp7UVnqIo6VOKkj5FUnmgCb8DfYMH0EUOFYm0IAhu06RJE4xGIw899BBms5n33nuvSudVltlsJjs7+6qJM8CYMWN4/vnneffdd3nxxRfLPJ6RkeGytrA1OZYg3KiqLXk+dOiQcwnK4cOHSz12vbMegnCjysjIoKCggMjIyFp9R/Phhx/GZDLh5eXFnj17UCgUzrvPycnJpKen06RJkzLJs81mA8BgMLB161YA2rdvL5Ln62AtOIXx1PcUn/wea+7hMo8rfZuiDe2DJrQXmpCeKD1qxxYASal1JPAB7SDmUQBsxkwsGdsxpa3HmPobdsNZZGsRppQVmFJWIKl90EWNwrPpE6gD2rr3BQiCcMtp0qQJAJs2beKll14iOjq6SudVlpeXF1u2bEGpVF713Keeeor169czffp0Nm/eTN++ffHx8SElJYWNGzei0+nYtGlTleJxx1iCcKOqtmXbtyqxbFsoz+bNmzl27Bj+/v7ce++97g6nUmRZLnWja926dZw+fZqoqCjuuOOOUufm5ORQXFxMXl4eGzduRKFQ8OCDD+Ln51fDUd+YbMUXMJ7+geKTS7Fk/lX6QYUaTWhvdHWHoo0cgsq7am/a3EWWZawXD2E8+yvG0z9gvXio1OOakJ54Np+Gtt5dSNKttVxQEKpCLNu+fklJSTRr1ozIyEiSkpLw9PSs0nnVxWq1Mn/+fJYsWUJCQgIA4eHhdOrUibFjx5b5m3yjjFWb3Mo/B8K1qbaZZ0EQHGRZdraoioyMdHM0lffPFSIlLarK6/Ps7+8PQEREhLOth3BlsmzHnL6RoqNfYDz7P7BbLj2o0KCNHIw+ejTaiIEoNDf+jThJklD7t0bt3xrvNi9hyTlIcfISik58hWzKwZyxFXPGVlT+7fBuPxdtxCCxSkkQhGpVsqVwwoQJV0yIK3tedVGpVEydOrVG2rzW5FiCcCOqtuT5rbfeIiQkhEcffbTU8a+++orMzMxy91IIws0oKyuL4uJiAOrVq+fmaC4pLi4mJycHjUZDQEDAVYuDXCl5FirPVnSeouOLKD6+CFvhqUsPSAo0YX3RR9+Prt7dKLR+bouxJjgS6Xfxbvc6xSeXYkj4EGvuYaw5cVzcMBh1cHd8b/sUtX9rd4cqCMJNKj4+HnBsM3LFeYIg3PyqLXlesGABS5cuLXO8RYsWjB49WiTPgtvJsgyyHWQrst0KyEhKPZLi6nuQrkXJrLNarSY0NNSl166Ks2fPOn9G77jjDtq2bctHH32EWq3mnnvuISIigqKiImRZpk6dOmi1WoBr6l0pXGLJOYDhyAcUn/q+VN9lpVcU+pgJeMQ8gtIj3I0Ruoek0uPReDz6mEcwnv6JgrhXseUfxXJhO1m/tsez+VN4tZ1dbUXQBEG4dZUkxRW1ibrW8wRBuPlVW/J8/vz5cnvZBgUFkZ6eXl3DCrc42Wp09J4tPIOt8DTWwtPYDWexm3OwmxwfsikHuyWv9DLZyynUSEoPJJUeSe2DQheMUh+CQh+CQheC0jMSpXcjVD4xjtY/V1lampKSAjiWNLuz9UNubm6pPcglS8g1Gg3t2rXDbDZjMpkwmUxIkkR8fDyrV69Gq9UyY8aMK848L1myhAsXLtCqVStiYmKw2+1ERkY6E+5blSzbMaWuwnDkA8znLyuyIqnQ1RuOR+OJaML7iT2+gCQp0EePQld/BMUnFpO/bzqyKRvDkfcpPv0jft2/QRvWx91hCoJwE4mLiyMgIOCqW6oqe54gCDe/akue69aty44dO8pUJNyxYwfh4bfe7IrgWrIsY8s/juXiQawXDzn/ays4CVSxBp7dgmzPQ7bkQfF5bPnHqCDNRlJ5Ofro+jVH7d8edUAs6oB2KDS+gKMAxYULFwD3Ltnet28fq1evZty4cdStWxcADw8PnnzySWRZRq/XI0kSd955JxaLBX9/f7KysgCw2+0AzkS4vOTZYDBQUFBAZmYmO3fuBGDixIlERETUxMurdWSbieIT31B45N/Y8o87j0tafzyaPI5n0yduyVnmypAUKjwaT0BX727y971I8fFF2A1nyVnbF88Wz+Dd/g0k5a19U0YQBNf47bffXHqeIAg3v2pLnidMmMC0adOwWCzcfvvtAGzcuJEXXniBZ599trqGFW5SsrUYc9YeLBd2YL6wE3PmTmRTzpWfpFCj9KyP0rMuCl0QCq0/ktYfhcbfkdwqNEgKFUgqUPz9o2AtRrb9/WEtwm7Ow27MwF7s+LAVn8denOZY7g3I1kKsOfFYc+Ixnry0TUHp3QhN0G2cNTXDViyj0AU6k9aaVlRUxMaNG7HZbGzevJkxY8Y4HwsMDHR+rtPp6NSpk/PrJk2aEBQU5GylUTLzLMsyFoulVO/2Ll26UFhYiFar5fhxR7JYknTfSmRrMUXHF1J46B3sRanO40rfpng2n4ZHwzFIKg83RnjjUOgC8Ou2EH2Dh8jd/jB2w1kMR97DlL6ROr1/QuXT0N0hCoIgCIJwi6m2VlWyLDN9+nTmzZvnnKnS6XS8+OKLvPrqq9UxZK0gWlW5hizLWHMPYzr3O6Zzv2PO2F5qn+jlFB7hqP1aoarTClWdlqi8G6H0ikLhEVYty2Flm9mxJDz/OLaCE1jzj2HJOYg1Jw7Zaih17p7jcPQc1PH35957hqOrOwxNWD8U6pqt1nn69GnWr1/PqFGj8PX1va5rmM1mCgoK0Gg0eHl5lbtc3W63U1hYiEKhQK/XV6qH5c3Abimk6OhnGA6/h92Y4TyuCe2NZ8sX0UbcIZZmV4HdlEvericxnvwOAEnjh1/P79BF3unmyATB/USrKkGoOvFzIFRWtfd5LiwsJDExEb1eT0xMzE2/B1Ikz9dPtpkxpW/AeOZnTOd+x16UVuYcSe2NOug2NMHd0AR3Re3fHoUuwA3RliXbbVjzj2HN3o8ley/mjG1YsveTVyRjskBwSc6q1KEN64cu6l509e9Bofaqmfj+0bdZqDq7OR9D4jwMCR+UWgmhjRiIV+uX0YR0c2N0N5+iE9+S9+djYDMCEl7tXsOr9cvi37VwSxPJsyBUnfg5ECqr2pPnW41Inq+NbDViSl+P8fSPGFNWOvYZX06pQxvaG234ADRhfVD5tXR5NezqZDflYr6wDXP6HxjP/oqtILnU45LKE139e9A3fBhNWB+XzU5u27aNwMBAmjVr5pLrCaXJ1iIMSZ9SeOhfpZPmunfh1eZlNIEd3Bjdzc2SHcfFTSOwFZ4GQN/oEXy7LkBSqK/8REG4SYnkWRCqTvwcCJUlkmcXE8nz1cmyjCVrD8XHv6L41LIyCbPSKwpt3bvQRQ5CE9ITSaV3U6SuJcsy1rwkTGdXYjzzC5as3aUeV3o3wrP5U+gbjavSbPT+/ftZuXIlkiQxatSo606gT506xcqVK7Hb7UyePBmdTofNZsNsNqNWq1GpLpVMWLVqFSaTiZYtWxITE+Oc5b7ZZgRlm9mxp/nAXOzFJV0DJHRRI/Fq/ZLoSVxD7KYcLm66B/P5zYBjpt+v9481topDEGoTkTwLQtWJnwOhsqqtYJgg/JOt+ALFyUsoPvEV1tyEUo8pvRuiixqJvv69qALa3xRJV1JSEoGBgQQEBDgTSbVfM9R+zfBq9SLWvKOO70fyEmyGFGwFJ8jf9X8U7H8Zj2ZP4NXiWRRa/2seNzw8nDp16qDRaMpUu78WNpuNixcvOj+3Wq189dVXAPTv37/UtRMSEjAYDHh7ezt7Rz/44IPExMRc9/i1iWy3UXzyOwrjZzlnPMEx0+zdfg7qOq3cF9wtSKH1x7//7+RuH4fx1DJM534nZ+3t+Pdfh0Lr5+7wBEEQBEG4SYnkWah2lux4DAkfUHzq+1K9lRW6IPQNHkLfcAwq/7Y3RcJcori4mK1btwLQp0+fcpNIlW8TvNvPxavd65jT1mNI+BDTud+RLXkYDr5JUeIneDafhmeLZ5ytryojNDSUSZMmYbVaq3T31N/fn969e6NQKJwzzZIkOattXy46Opri4mL8/S8l+zfLohbT+a3k756GNSfOeUwT1g/v9nPRBHV2Y2S3Nkmpxa/ndxR41sVw+F0sWXvIWT8A/zvWXdPPiyAIgiAIQmW5PHmOj4+nbdu2rr6scIORZRnTuTUYDv8b8/lNlx6QlGgj78Sj0SNoIwcjKTXuC7IanT171vn51XodS5ICbcQAtBEDsOQmYDj0DsUnlyBb8ik88DpFRz/Du/2b6Bs9UuF+738WA9Prq77UvSR5vpxarcZsNpfp9XzvvfcCjhlqlUqFQqEgNDS0yjG4k7XgNAV7n8d45ifnMXXQbXi3fxNtWB83RiaUkCQFPh3eQVJ5Uhg/G0vWbnLWD8S//1oUGrFtRhAEQRAE13J575T27dsTGxvLZ599Rl5e3tWfINx0TOe3kr2mOxc3DHYmzpI2AK/WLxE8MgX/vivR1b/7pk2c4VLyHBgYiIdH5fv6qv2a49djMUHDE9E3eAiQsBszyds5kazfOmC+8Fe5z/v999/Ztm1btc/2lvR6/mfyXEKpVNKmTRtatWp1w+75l+1WCg+9Tebyps7EWelZD79ePxBw506RONdC3m1n4dXmFQAsmX+Rs2EwstXo5qgEQRAEQbjZuDx53rFjB+3bt2f69OmEhYXx0EMPsWnTpqs/Ubjh2QpTyNk4jJzfe2G5sBMApU8TfLssIGRkCt7t56L0CHdzlNXPbreTmpoKQN26da/rGirfxvj1XELg0H1oQnoAYM2JJ3t1V/J2TcNuudRP+tixY+zatYuNGzeyZ8+eqr+AKyhJnv+5bPtmYck5SPaq2yjYNx3sJiSVB17t5hB0dxL66FE31daCm41X29fwbD0TAMuF7eRuH4cs290clSAIgiAINxOXJ89dunThyy+/5Pz583z22WekpqbSr18/GjZsyBtvvOFMKoSbhyzLGI4uIHNFC0xnfwUcM3W+3b4maPgRPJpMQlJVfvb1RnfhwgVMJhMA9erVq9K11AHt8B+4Bb9ey1DowwCZosSPyPpfS0zntwCOPc4NGjQgICDA5VsmEhIS+PHHH/n1V8f/V7Xa0Q7onzPP+/btIy4ujpycnDLXuBHIsowh4SOyfuuAJXsfANrIwQTdfRTvNi/fNBXfb2aSJOHdbi76mAkAGE//QMH+l9wclSAIgiAIN5NqKxim1+sZO3YsY8eOJTk5ma+//poFCxYwe/Zs+vfvz+rVq6traKEGyTYTeX9OpvjE144DSh3ebWfj2XwaklLr3uDcpGTJtlarJTg4uMrXkyQJffR9aMMHkL/3eYqPL8RWeJqc3/vg1Xom3m1nMWbMGAoLC50zw66SkZHBkSNH8Pb2BsqfeZZl2Zlcjxgxgl9//RW73U7Pnj1p2LChS+OpDnZzHnk7HqXwzK8USX4Y9XVRtZiNNfgOTheCrcCEXZaRAbVCQqOU0ColNErQKSV8NAr0qpuvLdeNSJIkfLvMx244iyltLYZD/0Ll3QCPxhPdHZogCIIgCDeBGqm23bBhQ6ZPn07dunWZOXMma9eurYlhhWpmtxjIWT8Qy4XtAKgDO+PX8z+ofBq5OTL3KkmeIyMjXZpQKbR++HX7En30aHK3j8NelErhwTcwpW3Ar9cyvL2jXDZWicjISBo0aEBISAh2u73cmeeS43a7HaVSyalTpwAoLCx0eTxVIcsyuSY75wptnCu0kmawcSE/j8ysk1zkdQqDPrt08hngTOVrNmgU4KdV4KdVUEenJMRDSZinkjAvJeGeKnw0IrmuKZJCjV/v/5K9pgfWiwfJ++sJVHXaoAnq5O7QBEEQBEG4wVV78rxlyxa++uorfv75Z5RKJaNGjWL8+PHVPaxQzWSbiYub7nYmzvqYR/G9bf4tO9tcwmQyOZcuV3XJdkW04X3xHrCLtV/eRzvf7ZC1i6zfOlCn1zK04f1cOlZMTEypNlshISEABAUFOY8plUpeeunS8tgTJ04gSVKptlXukG+2c/yiheQ8C8m5VpJzLRRY/llQTQOKplUey2yHC8V2LhTbAWuZxz1VEvV9VDT0UxPtq6KBr4oQDyUKkVBXC4XGB/9+v5G5sh2yKZvczaMIHLb/uvqmC4IgCIIglJDkaijPe/bsWRYvXszixYs5deoUXbt2Zfz48YwaNQpPT09XD1er5Ofn4+vrS15e3g1bbfhqZFkmd8v9GE//AIBni2fx7vCumFn7m9ls5ty5c4SFhVWpz/KVrFq1it27d+NhTmR0zAo0CgtICrxj/4Vni+duyf8XRqtMYo6ZQ1lmDmdbOJNfNoktoZbsBFqOEmg7hZ98gdB6vQgJa4OPVsJDpcBDLeGhklArJBQSKCTHkmCrXcZkkzHbZEw2KLbayTfL5Jps5Jrs5Brt5BjtnC+ykVFkw36F366eKomm/mqaB2hoHqAmykclkmkXM51bS876QYCMNnIwdfquRJJcXupDENyqqu87jEYjp06dIjo6utr+ZglCbSd+DoTKcvm7iP79+xMdHc38+fO59957SUxMZPv27TzyyCM3ROJcUFBAx44dadu2La1ateLLL790d0i1TlHSJ87EWR8zXiTO/6DRaKr1l68sy9hsNhQKBa16jCNs6HYUHpEg2ynY+wJ52x9BtpXfSupmk2uyszGlmLf35DJhfSb/2pPHqlPFpRJnX41E+2ANoxp78kIHX95psJ23L0Ty4sXeTDA9y6Tu3bi3Y2d6ROpoE6Qlpo6aCC8VdXRKvDQKPNQKdCoFWqWEp1qBv05JqKeK+j4qmvpr6BSq5Y76Hoxq7MWk1j5M7+THh70DWDIwiA96+fNCB1/ub+JJ51AtwfpLv3INVpl9F8wsSSxkxvaLTFiXxbt7c9mQUkyO0eaOb+dNRxsxAK82rwJgSl2F4dA7bo5IEITaYPHixUiSxIYNG5g9ezb169dHq9XSqlUrli5dWurc119/HU9PT5588slyr/X888+jVCqJj4+/5jhWrlxJVlbWVc97++23kSTpih96vb7CNpKuiAHgnnvuwdfXt0xbTIPBgFKpZMqUKdc8/rXGYTKZePPNN2nRogU6nQ4/Pz+GDh1KXFzcdY8tCNfC5cu29Xo9P//8M0OGDEGpVLr68tXOw8ODLVu24OHhQVFRES1btmTEiBEEBAS4O7RawZqfTP7eFwBQB3fHt8vnInGuYZIkMWzYMDp27Iifnx8avZ7AofvI3TwKc8YWipO/wVZ0jjp9fkahqfrqh7y8PA4cOMC5c+cYNWpUmZ9ru93OxYsXUSqVeHl5oVJV724Qg8XOX+kmtp8zkphj4Z+Tu3W0CloGamgVqKaZv4YgvcL5b7T41A/k7n4AsKP0rIf/HetQ+TapljhVColwLxXhXipiQy5tZygw2zmVZ+VYroXEbDNHL1qw2B3J9N4MM3szHG9+on1UxIZoiA3REu2jEj9n18mrzSuYM3diTltPQdwraCMGoA5o5+6wBOGGIMsm7Nba2SVFoYpEkqq2VezFF1/EYDAwefJkJEni66+/5sEHH6S4uNi5xbBfv35s3ryZTz/9lCeeeIJmzZo5n3/s2DHmzZvHpEmTrrnbRU5ODmPGjCEqKoqNGzcSGBhY4bk9e/bkvvvu44cffmDu3LnUr18fgNTUVGbMmMG9997Lww8/fM1FQ68lBoD4+Hjat29f5u9RXFwcdruddu2u73drZeOwWCwMHDiQnTt3MmbMGJ588kny8vJYuHAh3bp1Y+vWrXTo0OG6YhCEynL5u9yVK1c6P9+2bRsLFiwgOTmZn376iYiICJYsWUJ0dDTdu3d39dAuoVQq8fBwtFUyGo3YbLYyd9huVbIsk/fXFLAZkVRe1On5HZKiRmrO3RDy8vLIyckhIiLC5VWvyxMWFub8XKkPxv+OdeTtnEBx8hLM6RvIXtMD//5rqtxbOz8/nz/++AOApKQk8vPzsVgs9OzZE3AUBvv4448BGDt2LOnp6ZjNZho1akRkZGSVxi5hl2UOZprZlGpkX4YJy2XteyUgxk9Fh1AtscFaIryU5Saaxad/InfrgyD/nTgP3IKqGoqsXY23RkHrIA2tgzQQ44nZJnMi10JCjoUDmWaOX3TcEDiVb+VUvpWfjhcR6qGka7iWbuE6Ir3Fz9y1kBRK/Lp/S+b/Wjr2P297mMChe2/5+gyCUBl2ayqFFya5O4xyeQV/gVJdtY4OWVlZHDx4EF9fXwAef/xxWrduzbPPPsvo0aPx9PSka9euzJkzh+7duxMfH18qeX766afx9PRkzpw51zy2v78/K1asYMiQIfTt25c//vijwomaLl268MUXX6BQKJg2bZpzJedPP/0EwKhRoxg6dGi1xpCfn8+pU6e4++67yzy2b5+jxWP79u2vOYZriePjjz9m8+bNrFmzhoEDBzqPT5kyhZYtW/Lcc8+xefPm64pBECqr2t6F/fzzz4wZM4YHH3yQuLg4Z9/bgoIC3nzzzetuVbV161beffdd9u3bR3p6OsuXL2f48OGlzpk/fz7vvvsu6enptGjRgg8//JAePXpUeozc3Fx69erF8ePHeffdd696J+5WYU5bhzltHQDe7eag9Kqeglg3quPHj7N//350Oh1jxoxx+UyhLMuYTKYKl4NLSg2+3b9B6VmfwoNzsV48SPaangQM+KNK/69CQkLw8vIiJCSE/Px8Dh06BEC3bt1QKpXYbJeWGCsUCrZv305RURFarbbKyXOh2c6mVCPrzxSTUVR6KXPTOmq6R+joGKLBT3flVS6mtPXkbrkfZBsKj0j8B/zhlsS5PBql9Pe+Zw33xniSb7ITl2liX4aZg1lmiq0y54ts/HKiiF9OFFHPW0n3CB09I3TUucrrFhyUHqH4dvmM3M2jsOYepiB+Nj6xb7k7LEEQ3Gzy5MnOxBnA19eXxx9/nJkzZ7Jp0yaGDBkCQPPmzQHHDeQSq1evZvXq1cybN6/c94lz587Faq249kaJLl26sHHjRvr27cumTZuoU6dOuecdOHCARo0aldoCuX//foAKZ71dGUN8fDyyLBMbG1vmsf3796NWq2nZsmW1xvHdd98RExNDhw4dyizx7t+/P9988w3FxcXo9fqrjiUI16vakue5c+fy+eef8/DDD7Ns2TLn8a5du/L6669f93UNBgNt2rThkUce4Z577inz+A8//MC0adOYP38+3bp1Y8GCBQwaNIiEhARn9ePY2FhnMn+5devWER4ejp+fHwcOHCAjI4MRI0Zw7733OqsM/5PJZCp1rfz8/Ot+bbWZLMvk75sBgNKnMR7NnnBzRLVPSYuq8PDwallie+zYMZYvX85tt91G9+7dy10eLUkS3u3noPCIIP+vKdgKksle0xP/gX+g8m5wXeNqNBqee+45wPEaS5Jni8WCUqnE29ubCRMmYLPZCAkJwc/PD61Wi1Z7/TN7KflWVp8qYnuasdQsc4iHkl6ROnpE6Aj2qFziaMk5wMVN94BsRaEPJWDgH6h8am//aR+tgl6RenpF6rHYZA5mmdmRZmRvhhmTTSalwMbSJAPLjhpoH6yhb109bYI0KBViWfeV6KNGYoy+H+Op7zEcfhd99P2o/Vu7OyxBqNUUqki8gr9wdxjlUqiqvrLp8lnkEiWJcnJysvNYnTp1CAoKcibPZrOZp59+mhYtWjB58uRyrz137txy32tW5ODBg5w+fbrcxNVqtZKQkMCwYcNKHY+Li8PLy4tGjcpvEerKGEr2FJeXPO/bt4/mzZtX+HffVXEkJiZSXFxcquPHP2VlZVG3bt1KjyUI16rakuejR486l3VezsfHh9zc3Ou+7qBBgxg0aFCFj7///vuMHz+eCRMmAPDhhx+ydu1aPvvsM956yzHTULK85GpCQkJo3bo1W7duZeTIkeWe89Zbb/Haa69d46u48ZjPb8Ka4/jF6d3udSSF2s0R1S5Go5HMzEwAly1V/qetW7diNBo5cuQIvXr1uuK5nk0fR1LpydvxKDbDGccM9MDNVe7BXdLnGRzJs06nQ6VSlXrNkyZd/xK/YxctLD9hYP+FS0VPJCA2REP/+npaB2quqSK1zXCWnA13IlsKkFRe+Pdbjcon5upPrCXUSonYEC2xIVqMVpm4Cya2pxmJu2DGJuPcI+2vU9Cnro476umvOgt/K/PtPA9T2jpkUzZ5OycRMHinqL4tCFcgSdoqL42uzcq70V2yVe+fjzVu3NiZPH/00UccO3aMDRs2VFjnw2g0XnV8s9nMyJEj+fXXX1mwYEGFe4YTEhIwmUxlZpjj4uJo3bp1hTfsXRlDfHw83t7epdpXgmNSKykpiYcffrjCMVwVhyzLNG/enI8++qjC61wpsRYEV6i25DksLIwTJ04QFRVV6vj27dtp0OD6ZsCuxmw2s2/fPqZPn17q+B133MHOnTsrdY2MjAz0ej0+Pj7k5+ezdevWCu8qAsyYMYNnnnnG+XV+fv5NecfLcOQDAJSe9dHVLzvjf6tLTb1UUKW6/v8PHz6crVu30rRp00rNbHs0Gouk0JK77SHsRefIWduPgDt3oPSMuO4YLn+TYLFYrvs6l5NlmUNZjqQ5IefSNb3UEn3r6elXT1/pWebL2S0F5GwYjL0oDSQlfr1/vKELRelUEl3CdXQJ15FrtLHlnJFNZ42kG2zkGO38fLyIFSeK6Bqu485oPQ18xQ2uf1LoAvHp8C55Ox7FkrWLoqML8Gxa8e93QRBubuXN5iYmJgKUea/apEkTli5dSlpaGnPmzOHuu++mb9++1z32P5PFiRMnVnjugQMHgNLLs9PS0pwrJGsihri4OJo0aVLm/cfvv/+OzWa77mJh1xJH48aNSU9P5/bbb0ehEDc+Bfeotn95jz32GE899RS7du1CkiTS0tL47rvveO6556pUyv5KsrKynEtHLxcSEsL58+crdY3U1FR69uxJmzZt6N69O08++SStW1e8tE+r1eLj41Pq42ZjzTuGKfU3ADyaTxVFwspRsmTb39+/2lqyBQUFcc8999CiRYtKP0ffYDR+PZcCEjbDGXLW9cdurFxLisuZTCYSEhLYs2eP8w5yZfYvXU1CtplX/8zljd25zsS5jlbBw828+PT2AB5o6nVdibMsy+RtH4f1omOJuW+XBegiB17lWTcOP52Suxp68kEvf2bd5kf3cC1KCWwybDtnZMb2i8zaeZHd503YRcHDUvSNxqEJcazcKIh7GbvpopsjEgTBXT777DPy8vKcX+fl5fH555/j5+dHnz59Sp3bpEkTjEYjDz30EGazmffee69KY5vNZrKzs6+atALONlht2rRxHjt8+HCZY9UVg9lsJiEhgfPnz5f6228wGJg1axZw/cXCriWOMWPGkJmZybvvvlvu4xkZGdcdgyBUVrVlQS+88AJ5eXn06dMHo9FIz5490Wq1PPfccxX2ynOVf94Vk2W50ntQY2Njr6tX383MkOhYHiOpvPCIGe/maGofWZadM8+1cdWBPnoUsiWfvJ0TseYlkrN+IP4DN6FQe1f6Gkajkf/+979YLBb0ej06nc7ZT/L8+fMsXboUpVLJww8/jNFoxGw24+vri5+fX7nXO51n4fujBuIzLy3PDvFQcldDD3pG6FArq7Z/13DoXxjP/AKAZ4tn8Gh8c/67laRLxcYeamZj/Zli1qUUU2CWSbpoIWlfHpFeSoY38qRrmFbsi8bxPfO57WOyVrZFNuVQeOB1fDp94O6wBEFwg8DAQDp37syjjz6KLMt8/fXXpKSksHDhwjI3wps0cbQ13LRpEy+99BLR0dFVGtvLy4stW7ZUqq1rfHw8gYGBRERcWjmWlpYGODpeGAyG67pxX9kYjhw5gsViITc3l0GDBjF06FCys7P59ttvnbV+fvzxRyIiIsqsOHVlHE899RTr169n+vTpbN68mb59++Lj40NKSgobN25Ep9OxadOmax5fEK5FtU4hvvHGG7z00kskJCRgt9tp3rw5Xl5e1TZeYGAgSqWyzCzzhQsXKiz4JVyZbC2iOHkJAPqYR1FofK/yjFtPdnY2xcXFQPUkz0lJSURFRVVYZbsyPBpPwG7Oo2Dvc1iy95G75X7q3P4/JEXlZnV9fHzQaDTodLoyM88Wi8X5x1OWZX766Seys7Pp2bMnt99+e6nrXCiysexoITvSLhUOCdQrGBnjSY8InUuSO2Pq7xTsfwkATdjteMe+XeVr3gjq6JSMauLF8Eae7Egz8tvJIlILbaQW2vgkPp8fjym4q6GnS25O3OjUdVrh0XgSRUc/x5D4CR5NJqPybezusARBqGFvv/0227Zt45NPPiEjI4OYmBi+++47HnjggTLnliTPkZGRzJgxwyXjVyZxBsey7X8ui77tttuoW7cuL7/8MpIkldpC6OoYSoqFffvtt3zwwQe88MILhIaGMnXqVOrVq8e4cePYvHlzlWoAVSYOtVrNqlWrmD9/PkuWLHHOeoeHh9OpUyfGjh173eMLQmVV+/pbDw+PGmtYrtFoiI2NZf369aX60K1fv5677rqrRmK42RjP/opsKQDAo/GVlxXdqs6dOwc49gO7+iZNbm4uP/zwA2q1mvvuu4+GDa+/cItXy2exGy9gOPwOptRV5O95Ft/OH1bquZIk8eyzz6LRaPjyyy+BS3uefXx86Nu3LzabDb1e71zlYbdfKpNttMqsTDaw8mSRs3q2t0ZiRCNP+tfTuyyZsxaeIXfrA4CM0rM+dXr9cMttM9AoJfrU1dMrUse+DDPLTxhIzrOSUWTni0MF/HLCwL0xjiT6Vp6J9mr3OsUnlyJb8snfNx3/239xd0iCINQwlUrFa6+9Vqmkr6Rg5oQJE6pte1ZF/tmWCaBp06akpKTUyPjx8fGoVCruvPPOcvs833vvvTUSBzj+n02dOpWpU6fW2JiCcDmXv6ssLi5m48aNzt54M2bMKFWeXqlUMmfOnOueRSssLOTEiRPOr0+dOkV8fDz+/v7Uq1ePZ555hjFjxtChQwdnU/mUlBQef/zxqr2wW1TJrLPKvy3qOuX377vVtW7dmoiICPLz8yt9F7myTpw4gSzLyLJMWFhYla/nHfsW1vzjmFKWU5T4ESrfxng2rVwNgpIWFPfccw9qtRoPDw/A0Rfz8j7qY8aMQZZldDodsizzZ7qJ/yQWkm10ZM1aJQxt4MGQBh7oVa4ruyDbreRufRDZfBEUWurc/gsK3a3bo10hSXQM1dIhRFOqIFtWsZ3PDxawMrmI0U086RSqrZbWarWdUheEV+uZFOybjillOeasvWgCa+ZGryAIN56SLX1V2dt7o4qLi6Nx48ZVakEpCDcLlyfP3377Lb/99pszef7kk09o0aKFs2F5UlIS4eHhPP3009d1/b1795Yq4lCyTGXs2LEsXryY++67j+zsbF5//XXS09Np2bIlq1evpn79+lV8ZbcemzET07nfAdA3eMjN0dRekiQRGBhIYKDrE7UOHTrQoEEDMjIynMlqVUiSAr8eS8j+vSfW7P3k75qKyrcZ2rA+V3/y3wICAq74uK+vY2l/SoGVr+JySbysgna3cC0PNvUiQO/6dkqF8a9hubADAJ+O76EOuPXe4JRHkiRaB2loHaQhIdvMsqMGjl60kGaw8f7+fBr4qri/iRetAtW3XBLt2ez/MBz5ALsxg8L9L+N/x+8uH0OWZbKNdpJzLaQW2sgoslFotmOyyWiVEtG+KnpG6gm5jsJ4giDUnJLkuSpVpW9Esixz8ODBK7aJFYRbicuT5++++65MYrx06VJnyf///Oc/fPrpp9edPPfu3dvZg68iU6ZMqbaK3rcS46kfQLaBpEDf4H53h3PL8vf3x9/f32XXU6g98e/7K1m/dcRelEbultEEDotD6RF+xefZbDYuXrxITk4OUVFRaDSacs8z22R+OWFgZXIRtr9/VKN9VIxr4UVT//KfU1Wm9E0UHnwDAG294XhUcjb9VtM8QMNrXdTEXTDz/VEDKQVWTuZZeWN3Lq0C1Tzc3Jt63rfOMndJ5YFXm5fI3zUVU9pazBnb0IT0uPoTryLPZCc+00TcBTNJORYumuwVnrvvgpn/JRfxSAtv+tbTV3lsQRCqR1xcHAEBAURGRro7lBqVnJxMfn7+FTvPCMKtRJKvloleo9DQUDZu3OhspxMUFMSePXuc1feOHTtGx44dS7UGuJnk5+fj6+tLXl7eDd+2KmtVFyyZf6EJ70/AHevcHU6tlJqaiqenJ3Xq1HF3KNfMfGEn2Wt6gWxFHdyNgIGbkBQV9wbOyMjgs88+w263M3bsWCIjI9FqtaSlpbF7924UCgX1OvVjcVIx6QYbAJ5qiQebetGnrg5FNc1q2oyZZP2vDfbidBSedQkaFo9C67qbDTcruyzzZ5qJH44ZyChy/P+SgP719Yxq7Im35tbooSnbTFz4JQa74SyasL4EDNhwXdcpstj5M93E1lQjRy9aKO8Pq59WQYiHEj+tAo1SwmCxczjLjPnv3Pq5WF86hoplkcK1qer7DqPRyKlTp4iOjq5SYUpBuJGJnwOhslw+xZCXl4dKdemymZmZpR632+2l9kALtZPNcA5L5l8A6KPFrHNFtmzZgsFgoF27dnTs2NFl183OziYhIYF27dpVW4V6TXBXfDr+m/zd07Bc2EHBvun4dKy4b2XJDYLjx4/z7bff0rdvX3r27Elubi679sVxMNOMhxzLmU0/UZSVRrdOsbzz2L34aqsvCXP0c34Ue3E6SArq9PxOJM6VpJAkukXo6BymZUNKMf89ZsBgkVl3ppgdaUZGxnjSv74e1U1eVExSavFqNYP8v6ZgTt94zXufz+RbWXWqiJ1pRmcxvBINfFW0DtQQU0dNI18VfrqyS7Mzi2zM3ZXL+SIb8w/k83FAAF7qW+PGhSAIgiDcaFz+FzoyMtLZuL08Bw8evOWWvNyIjCkrHJ9ISnR1h7k1ltoqJycHg8EAOFZcuNLevXvZuHEjn376KTabzaXXvpxHs6nookYBYDjyPsazv1V4rkajYeLEiYwcOZLw8HBnte2jhUr+NAWRqQ8DSYGXGrqFqRkSra/WxBmg+PgiTKmOmL3azHLJkttbjUohMTDKg3m9AxgYpUchgcEiszihkBe25XAwy3z1i9zgPBo9gkLnqJRvOPSvq54vyzKHssy8sesiL2zLYUvqpcS5mb+aSa28+bxvAG919+f+pl50CNGWmzgDBHkoeSbWFwkossqsPlXkqpclCIIgCIKLuXzm+c477+TVV19l8ODBZZY9FBcX89prrzF48GBXDyu4mDHF0bZFE9IThe7KBaJuVWfPngUcFeRdUQn7cmazGYVCQYsWLVxewftykiTh220hlpw4bPnHydsxHvVdh1Dqg8s9PyIiAh8fH7KyssgvMjEvLo8dmXUI6TUKCRgcradto4FYTUXVUkDtctaC0+TvdtROUAd1wav1S9U63s3OS6PgkRbe9K+n55uEQg5mmTlXaOONXbl0C9fycDOvChPAG52k0uHZfBoF+2dgPPML1twkVH5Nyz03IdvMf48ZShXC81JL9K+np3ddHaGe1/5ntb6Pim7hWranmVhzqpjhDT3R3OK9uAVBEAShNnJ58jxz5kz++9//0qRJE5588kkaN26MJEkkJSXxySefYLVamTlzpquHFVzIbszGfH4LALr6I9wcTe1VkjyHhYWV2qrgCkOHDqVPnz6leiVXF4XaG78e/yF7dVfsxgvk7ZxIndtXVFh5Wa1Wk5Jv4ZeMi/gqHFswIr2UTGnjQ0M/NdCk2mOWZTt5Ox5FthaCUo9f98VIipszsatpkd4qZnbyZf8FM98kFJBRZGdHmqP41egmjqXc1bV/3Z08mk6m8NBbyJZ8Co+8h1+3L0s9fuyihWVHCzmSfSlpDtYrGNLAg16RenSqqn1PhjX0ZHuaiSKrTNwFE53DxJ47QRAEQahtXJ48h4SEsHPnTiZPnsz06dOdlbElSaJ///7Mnz+fkJAQVw8ruJDx7K+OKtuArt5w9wZTS1ksFs6fPw9A3bp1q2WM6trrXB5NUCe82rxKYfwsTGdXUnx8ER6NJ5Q5r8hi59fTJjYez8Uj0AM/HD2bRzau2ZmyoqRPMZ/fBIBPh7dR+TausbFvBZIkERuipVWghhUnDKxILqLIKvPVkUK2pBqZ0MqbBr4VF5e7ESk0vng0eQzD4XcpPvkdPh3eRqH157zByvdHDfyVfqlWR5BewYhGnvSM1LlsT3h9HxWRXkpSC21sTxPJsyAIgiDURtXSkyQ6Oprff/+dnJwcTpw4AUCjRo1c2m5HqD7GlOUAqAM7ovQU+9PLk5aW5pwVrq7kuaZ5tZ6J6dwaLJl/kb97Gpqwvqi8o52PH84y8+aq/exa9h3F2em06n8Pr3Wpg78tl4RDJ1Cr1c4q+9XJmneM/L0vAqAJ7YNH0yeqfcxblUYpMaqJF90idCw6XMCRbAvJeVZmbr/IwChHVW6Pm6i4lUeTKRgO/xtsxWQmLWGt+lF+P13sbLnmr1NwT4wnvV2YNF+ue4SOZUcNxF0wYbTKVZ7NFgRBEATBtaq1oae/vz+dOnWqziEEF5NtJszpjlYtYta5YiVLtr29vfHz83PZdePi4sjOzqZNmzYEBQW57LqVISlU+PVYQtbKNshWA3l/Po5//9+x2uH7o4WsOlWMwe7o0xzsoWRIhJ0m/mp27TrJmjVr0Ol0tGjRgs2bN3P27Fnq1atHr169XBqjLNvJ3fEI2IqR1N74dvsKSbp5krfaKsJLxSud/dh+zsS3iQXkm2XWnC5m13kTj7TwpmOIpsJl/jcSlXcUysjh/JEdyNqzd1IkFQOgU0rc1dCDwQ080FbjCosOIVqWHTVgsUNijpl2waJtlSAIgiDUJi5Nng8ePEjLli1RKCr3ZvbIkSM0adLE5ftFhetnztiObHVUe9VGDHJzNLVXamoq4PpZ5127dnH+/HkuXLjAAw884NJrV4bKpxFe7eZSsOcZzGnrOJG4gi+ze3Em3wpAZGgQve8dgDH9JHqNY9mu3W5HkiRnYbP09HSSk5PRaDQuj68oaT6WCzsB8On4PirvKJePIZRPkiR6ROpoF6Lh+6RCNqQYyTHaeW9fHh1CNDzSwptA/Y2771yWZXafN/EdH5Hh5UhaJWRur6dnVIxnjRRLi/RS4q9TkGO0cyBTJM+CIAiCUNu4NGtt164d58+fr/SMWZcuXYiPj6dBgwauDEOoAlPaWgAUuhBU/m3cHE3tNXz4cFJTU10662y1WgkNDSUnJ4fWrVu77LrXyrPZVIpPfc/mwhb872QsFsmROHcP1zK+ZSA5GT1JSgp2JsddunThtttuc9Y3iIqKQqvVEh4e7tK4bIUpFOybAYAm7Hb0MeNden2hcrzUCia28qFnhJ4vD+dztsDG3gwzh7JyuK+xJwOj9ChvsN7QJ3ItLEksJCnHAjgS1qbmjdzruYlWrb6osTgkSaJNoIZNqUYOZN78LcIEQRAE4Ubj0uRZlmVeeeUVPDw8KnW+2SzeHNQ2pnO/A6CNGCCWw16BTqejUaNGLr2mSqVi+PDhDB48uNKrN6pDgUVikf9PxEmOgkU6ipnQNoQeEY6vPSIjy/RqlyTJuWy3S5cuLo9JlmXy/pr8d3VtHb5dvrgplgnfyJr4q/lXd39+O1nET8cNmGwy3yYWsvWckUmtvP+uvF67ZRXbWJpUyI60S8XA6nkrucdjHfUPPwD5CmyGWSg9I2osptZBjuQ5zWAjx2jD/yZtDyYIgiAINyKXJs89e/bk6NGjlT6/S5cu6PV6V4YgVIHNcA7rxUMAaCMGujmaW5da7b6kIz7TxPwDBeSZHIlytGUXD+U/QYxiMXC72+IynvoBU+pqALzbvobKp6HbYhEuUSkkhjfypEu4joWHCjiYZeZ0vpWXdjgKit3XxBO9qvbdhCuy2FmRXMTqU0VY/u4G56dVMKqxJ33q6pBN/bhwRAWyleLkb/FqPaPGYmsecGm7Q0K2he4RInkWBEEQhNrCpcnz5s2bXXk5oYaVLNkGCW14f7fGUlvZbDbOnTtHeHj4TbVX32yT+f5oIatPOQokKSS4p6GGboeeAftZ8ndNJXBYHJJCzZ9//snBgwepU6cOo0aNoqioCIvFglqtrvSqk2thN2aTv3sqACr/dni2eMblYwhVE+KhZGYnX3amm/jmSAF5lxUUe7SFNx1Da8feXZtd5o+zRv57rJB8s2ObgUbhaLc2rKEHupJEXxeErt4wjGd+oej4V3i2ml5jKx38tAoivJScK7SRkGOme4RoWSUIrrR582b69OlT6pinpydNmjTh4Ycf5sknn3TW8HDlmJs3b2batGku3e51q4mKikKn05GUlFTmseTkZD788EM2bNjA2bNnsVqtREZG0rNnT8aPH0+3bt3cELFwM7p53v0LVVayZFsd2AGFLtDN0dRO6enp/P777ygUCkaNGoWPj49Lrrt+/XqMRiPt27cnIqLmlogCpBRY+Tguj5QCR2/vYL2C/2vnS+M6aoz6f3Pxj+FYc49QlDQfz+ZPkZOTw+7du/H29mbw4MFs2bKF3bt3ExERwcSJEzl+/DgZGRn4+vrSqlWrKseXv+dZ7MZMkJT4dVuIpBC/tmojSZLoFq6jTZCGpUmFbPy7oNi//y4oNqaZF6Ge7vl/J8syezPMLDtaSGqh49+5BPSM1HFfY08Cyil0po8Zj/HML9gKTmC5sB1NSI8ai7e5v4ZzhcUkZFtqbExBuNXcd999DBkyBFmWSUtLY/HixUybNo0jR47wxReurXWwefNmXnvtNcaNGyeS52qwZMkSJk6ciEql4v7776ddu3ZoNBpOnjzJ8uXL+frrr9mxYwddu3Z1d6jCTUC8CxUAkO1WTGnrAbFk+0pKWlTpdDqXJc42m424uDiKiorQaDQ1ljzLsszaM8X8J7HQuXS1V6SOcc29nL17tXWHoQ0fgCltLQVxs9BF309YWBgeHh7odDqKioqw2RzJSMmd+oSEBOLi4oiKiqpy8mxKW09x8jcAeLZ4BnVA+ypdT6h+XmoFk1r50DNCx5eHCkgtdBQUi7uQwx319YyI8cRHUzNLuWVZJj7TzH+PGTiZZ3Ueb+6vZkxzLxr4VrxFQht+BwqPcOxFaRSd+KZmk+cANetTikk32LhotFFH7HsWBJdr27YtDz30kPPryZMn06xZMxYuXMicOXMICQkp93mFhYV4eXnVVJi3hKioKHr37s3ixYuv+bmbN2/mkUceoUmTJqxdu7ZMTZa5c+eycOFCl68mEG5dtW8zmuAWlqzdyOZcQCTPV1KSPLuyRZXFYqFVq1Z4e3vTvHlzl133SnJNdt7ek8fXRxyJs4dK4ql2Pkxp4+NMnMExm+jT+SNQqJEteRTsn0Hjxo1p1aoVDRo0wGKx0K1bN8aNG8fAgY5/NzqdDm9v7yov4bZbDOTtfAwApXcDvNvOrtL1hJrV1F/D2z38ub+JJzqlhE2GNaeLmbopm+UnDBSV3LGpBnZZZl+GiVf/zOVfe/KciXOkl5LnO/jy6m1+V0ycwdH3XB99PwDGM78g22quwGVz/0uxJeSI2WdBqAk+Pj506dIFWZY5efIkcCmpi4uLY8CAAWVWVO3YsYOBAwfi5+eHXq+nTZs2fPzxx87uEwC9e/fmtddeAyA6OtpZYPPyRPHw4cPcc889BAYGotVqadKkCa+//jom06VihgCzZ89GkiSSkpJ44YUXiIiIQKvV0qZNG1avXl2p12k0Gpk9ezZNmzbFw8MDHx8fmjZtytSpju1RZrOZ4ODgCpc5v//++0iSxPr1jgmXxYsXI0kSf/zxB2+//TYNGjRAq9XSuHFjvvnmm0rFVBXPP/88drudH374oUziDKBQKJg0aRKdO3eu9liEW4OYeRaAS0u2JY0f6sBObo6mdiosLCQ3NxdwbfKs0+kYNGiQM/msbvEXTMw/kE/e33s+m/qr+b+2PhX26FX5NsGz+TQMh9+l+PhXeNW/1CLKarXi7++Pv7+/89iAAQMYMGBAleMsjJ+FrfAUgKO6tsr1+6mF6lVSUKxPXT0/HzewIaWYYqvMsqMG/pdcRP96egZF611WUdpotbMjzcRvJ4tIM9icx8M8lYyM8aRLuBbFNexd1kWPxnDkPWTzRUxp69DVHeKSOK/GT6ck3FNJmsFGQraZbuFi37PgHnZzMebzx90dRrk0oTEoNK4rOivLMidOnAAgMPDS1rWUlBT69u3LyJEjueeeeygsLARg9erV3HXXXQQGBjJt2jTq1KnDzz//zNSpUzl06JBz6fdLL72Ev78/y5cv54MPPnBeu2QJ8f79++nZsycKhYInnniCyMhI1q5dy6xZs/jzzz9ZtWpVmQ4cY8eORavV8vzzz2M2m/nwww8ZPnw4x44dIyoq6oqv84knnuCrr75izJgxTJs2DbvdTnJysjMZ1mg0jB07ln//+98kJSXRtGnTUs//6quviIqKol+/fqWOz5gxA6PRyOOPP45Go+Hzzz9n3LhxNGrUqNr2G585c4a9e/fSvXt3WrZsWS1jCMI/uTx5nj9/Pj179hT/iG8wzhZV4f3FntIKlMw6S5JULUurq7sgkcUms/QfRcFGxngyvJHHVRMKrzavUHziW+zGDIriXkCWxyBJElar9YrPu+5Ys/djSPgAAH2jcWjD+1bLOELN8NUqeLSlN4Oi9Sw7amBXuoliq8zKk0X8dqqINoEaekTq6BCiRau8tp8Dq10mKcfC1nNG/ko3YbJdmvEJ91QyvJEH3cN119V7Wh0Qi9K7IbaCZIpPLaux5BkcS7cdybOYeRbcx3z+OCdfaePuMMrVYM4BdPVaX/fzi4qKyMrKQpZl0tPT+fjjjzlw4AAdO3YkJibGed6pU6f46quveOSRR5zHbDYbU6ZMQa/Xs2fPHueM55NPPsmQIUP48ssvGTduHF27dqV///7s2LGD5cuXM3z48DLJ7dSpUykuLmbPnj20b+/YmvTEE08wadIkvvzyS5YtW8YDDzxQ6jlBQUH8+uuvzvcNffr0oVOnTixYsIC33nrriq97+fLl3HnnnXz77bcVnjNp0iT+/e9/s3DhQv797387j+/atYsjR47w+uuvl3nPYjab2bNnDxqNo2PAyJEjadCgAZ988km1Jc8HDx4EoF27dtVyfUEoj8uXbaenpzN69Gj69OnDzz//jN1efUvzBNewG7OwZO0FxJLtKylJnoODg9Fqa0f14MpKLbDy0s6LzsQ5xEPB613qMCLGs1IzcQq1N96xbwJgz95B4t7fiI+PJzk52eWxynYruTsngmxHoQvCp+N7Lh9DcI8wTxVPt/fl/V7+9K2rQ6UAuwxxmWbmxeUzYV0mb+7OZcUJA/GZJjKLbFjtl5JhuyyTa7KTkG1mzaki3t2by4T1WczZlcuWVKMzcW7ur+bFDr6818ufXpH660qcwXFDq2Tptinlf8jWoqp/Eyqpub/jDWiawUau0XaVswVBuFZz5swhKCiI4OBg2rRpw6JFixg0aBArVqwodV5AQABjx44tdWz//v2cOXOGcePGlVoqrFQqmTlzJgC//PLLVWPIzMxkx44dDB482Jk4l3jllVcqvM5TTz1VKnnt2LEj3t7eHD9+9VUCfn5+HD58mEOHDlV4TkxMDL179+bbb7/FYrl0A2/RokUoFIpSNxJKTJkyxZk4A0RERNC4ceMyMeXl5ZGVlVXqw263YzKZyhwvKrry79z8/HwAl9WgEYTKcPkU45w5c5gzZw7p6emsX7+eOXPmMGvWLFcPI7iQo1CY402nNrzqy21vRna7nXPnzgGuXbK9du1a8vPzadeuHY0aNXLZdUvIssyGFCPfJhRg/vs+Vs8IHY+08Cq1t7ky9A3HYkj8BGtOHGcS/sBSpxdpaWksX76c1NRUmjZtSv/+/cnLy6OwsBCVSlVhwZUrMSTOw5q9HwCfTh+h0Ppf5RnCjSbcS8Wk1j6MauLFjnNGtp4zcjrfitkOBzLNHMgsvb9YqwSQMNtk5HKvCP46BT0jdPSK1BHu5bo/bbro0RQenItsLcSYugp91EiXXftKmgWU3vfcNVwUuxFqniY0hgZzDrg7jHJpQmOuftIVjB8/ntGjRyNJEh4eHjRu3JiAgIAy5zVo0KDMsumSPdEtWrQoc37JnuiSc67kStepW7cuvr6+5V6nQYMGZY75+/uTnZ191TE/+ugjHnroIVq3bk10dDR9+vRhyJAh3HXXXaVe52OPPcb999/Pr7/+yogRIzAYDCxbtoyBAweWu7e4vJgCAgI4c+ZMqWN33XUXW7ZsKXPusmXLWLZsWaljs2bNYvbs2RW+lpKkuSSJFoSaUG3rc8PCwnj44Yer6/KCC5Us2VbVaYXSs2bbJN0oMjIynHdfXZU82+12Dhw4QFFREd7e3i5PngvMdhYcLGBPhqPgiF4lMaGl93X3jZUUSnw6fUDO773x0xVhVpxHq9WSn59Pdna28w7xrl272LlzJyEhIUyePPmaxrAWnKYwznG3XRsxEF306OuKVbgx+GkVDG7gweAGHpwtsBJ3wcTBLDPJuVaKrJfSZJMN+EfarFZAtK+aNkEa2gRqaOinuqb9zJWlrtMClV8LrLlHMJ5ZXmPJs79OSZinkvS/l253FfueBTdQaPRVWhpdmzVq1KjMvt3ylFf88vKCYFVxvdepqHJ0Za43dOhQTp8+zZo1a9i8eTN//PEHX331FZ07d2bTpk3o9Y595CNGjCAwMJCFCxcyYsQIfvzxRwoKCpgwYUKVYnrvvfe4ePFiqWMPPfQQbdq04fnnny91vLyE/HIlNyri4uKueJ4guJLLk+cxY8awYMGCKlfaFWqGLNsxnVsLiFnnKwkNDWX48OGcO3euVCGRqrBarXTq1ImEhIRy7zpXxeEsM58eyCfH6JhujvFTMbWdL8EeVZu90ob2Qlf/Hjo1/plC0xGiI/3QeoVSr149QkNDAZx3rsvbsmGwmDhryCPFcJG0onwMVjNFVjMmmw2tUgknvkRnqU+o0kqLFm+is1nwUGnKXEe4+dT1VlHXW8Wwhp7IskxmsZ0LRTYuGu0YbTJ2WUankvDRKAj2UBLqobzu5djXSldvOIW5RzClrka2W5AUV67U7SrN/dWO5Dmn5ip9C4JwdQ0bNgTgyJEjZR47fPhwqXOg4pomV7pOamoqeXl5pa7jKnXq1OGBBx5w7qV+7bXXmD17NsuWLXMuyS4pHPbBBx+QmprKokWLCAkJYejQoVUaOzY2tswxnU5HWFhYpW5mXC4qKorY2Fh27NhBQkJCjXUsEW5tLk+ely5dynvvvedMnh977DH+9a9/UadOHec5FosFtbpm3nwIV2bNOYDdmAGI/c5XIkkSwcHBBAcHu+yaGo2G3r1707t3b5fdxbbaZX485qhkLAMSMKKRB/fEeLos0fDu8C59klYiyWbqWL4nuG3pVhRdunShbdu2oJDYlXmGzenJ7MtOZX/2OZILrrakLNzxYQPWfoeEREPvANr4h9EuIIKeIQ3oFFQPrVIUtbuZSZJEsIeyyjd7XEVb7y4KD76BbMnDfH4L2vBre4N3vZoHaNh41si5Qht5Jju+WtFdUhBqg/bt21O/fn2++eYbXnzxRWcRUbvd7izYdffddzvPL+kLffHixVIFw4KCgujWrRurV68mPj7e8bfzb2+88QbgmAF2FZvNRkFBAX5+fmVeD0BOTk6p45MmTeK9995jxowZbN++nRdeeAGVqnb9/X3nnXfo378/9913H2vXriU8PLzU43a7nS+//JK2bduKdlWCS7j8J+CfScD333/Piy++6EyeMzIyqF+/Pkaj0dVDC9fB2aJK5YEmpLubo7l1uaLS9nmDlXlx+ST/3dM2QKfgybY+NA9w7cytyjua8E7PYjj0L2xnlmDJmoo60HEnOd9sZOX5JH45fYg/zp8gz1zxz7lCkvBUafBQadBIEsVFGRSjpAg1Mo7vh4zMiYIsThRk8fMZR3ETnVJFt+Bo7qrXgrvrtyTS08+lr08Q/kkdEItCH4a9OJ2Lp/9HohTFnqyzJORmcKoghyyTgSKrGZ1STYDWg2Z+IcQGRHBnZDPqedW5+gAVaF5q37OZLmFi6bYg1AZKpZL58+dz11130bFjRx577DHq1KnDL7/8wpYtW5g4caKzFRXgTNpmzJjB/fffj1arpXPnzkRHRzNv3jx69uxJr169eOKJJ4iIiGDdunWsXLmSAQMGcN9997ks7oKCAsLCwhg2bBht27YlJCSEM2fO8Pnnn+Pl5VUmUW/cuDG9e/fmP//5D+DYJ17b3H777SxatIjHHnuMJk2acP/999OuXTs0Gg3JycksX76cpKQkdu7c6e5QhZtEtd8+Km9GzWwWS9Bqi5LkWRN6O5LyxqogXVNyc3NRKBQureYoy7LLWlPJsszWc0a+OlyI8e9qw51DtUxq7Y3XNRYFq/SYUU9y7I8vMRRk02bX02xvNo8fTsWz+lwSJlvp9lVeKi0dAyNpHxBJ24BwGnoHUM+zDqF6b5R/L/HO3TGB4uOLQFLgO+gvsjwakWrI40RBFgdz0jlwMY09WWfJMxsx2qxsTD/OxvTjTN21gk6Bdbk3qjUPNYwlzENU3BRc72heFks97mFdUSZxR1WYj35+xfN3XDjNwr8/jw2I5IlmXbk/uh061bWtuPLXOZanny9y7HsWybMg1B533nknmzZtYs6cObz//vuYTCZiYmL46KOP+L//+79S53bv3p033niDBQsWMH78eGw2G19//TXR0dG0b9+ev/76i1dffZUFCxZQUFBAVFQUs2fPZvr06WWKlVWFh4cH06ZN448//mDDhg0UFhYSGhrKgAEDmDFjBtHR0WWeM2nSJDZv3kzPnj1p3Lixy2JxpXHjxtGtWzc++ugjNmzYwHfffYfNZiMyMpJevXqxePFiMessuIwku2q96N8UCgXnz593Lm/19vbmwIEDzk3/GRkZhIeHY7PdnK038vPz8fX1JS8vr9aXzreb88j4PhBkKz6dP8Gz2RPuDqlW2rBhAydPniQqKoo77rjDJddcs2YNmZmZtG3bltatq9Cn0mJn4eECdqQ5ioJplfBIC296R+qqtW90YmIiH33wNHvTjnCsQUsKJB2E+UOIY5YtNiCSoXWb0z+8MR2D6qJWVLz81pS+mZy1fQDwbPFMha2pbHY7B3LS2HT+BGtSj7L5fDI2+dK+aqWkYGjd5kxo3ImBEU2dibkgXI9UQy7fnNjL0pNxJORmlHncV6OjpV8oMT6BBOu88FBpMNqspBXlcSQ3g/ictFL/PkP13rwZO4ixjTqgkCr/b3PBwXz+OGsk0kvJe73KVgIWhKq+7zAajZw6dYro6Gh0OnGDRijtp59+YuTIkXz77beMGTPG3eFUG/FzIFRWtcw8L126lJ49ezqr4FXnm3jh+pnT/wDZMUso9juX7/IWVf7+rmmZJMsyCQkJFBQUEBgYeN3J89EcCx/H55FZ7HiDHu2jYmo7H5e26SnP9oxTPPXdR+zfdRy8fOBMHpBHg+AwxrcfRMMMI8l7D+CTcoyuT175ZoPdUkjeTscyMKVnfbzavlbhuUqFgvaBkbQPjOTZlr3JNhr49WwCP585yO+pR7HKdlakHGZFymHqevoxrXkPJjTujI9G/BEUKsdit7Ey5QiLju1mbdpR7JfdW9YpVfSyn6C7fJK+TYfR+bZXr5gE55iKWHU2kQVH/2THhdOcLy7g0e3/5bOkP/lPzwdo7BtUqZia+2v446yR1EIb+SY7PmLfsyAINejjjz8mICCAe++9192hCEKt4PJ32d27d2fWrFkUFBSgVquxWq3MnDmT7t270759e4KCKveGQah+JVW2ld6NUPm4vprjzSAzMxOTyTGrW15fw+tht9vp3r07SUlJNGvW7Jqfb7PLLE8u4ufjBux/v7cf2sCD+xp7olZWz40qWZZZe+4obx7cyLaMU2C5CK2jUQf40MGUTCfjaUY36cBtbfqybds2Es1mZ2uvKynY8yy2AkcPS9+uX6BQe1U6pgCdJ+NiOjIupiPni/L5NnkfC4/t4nh+FmcNuTy751deP7CexxrfxtTmPYjw9L3u1y/c3HJMRSw4+iefJO4grehSv1C1Qsmwus0Z3aAtAyOaYt46CtPZONQXPVFIs694TX+tB2MaxTKmUSy7Ms/w7O5f2XHhNHuyztJ+5Qd83vUeHmpYtursP13e7zkxx0xnsXRbEIRqduHCBTZu3Mi2bdvYunUrb775prOFlSDc6ly+bLvE8ePH2bdvH/v372ffvn3ExcWRm5vrnIUWy7bdS5ZlMn+KxmY4g0fTJ/G97WN3h1Qr7d27l/3796PRaHj44YdduvfoemQV2/g4Lp+ki47E1E+r4Ik2PrQOqp52TnbZzvIzh3njwEbics45jwedzaOXzYchzTswLPgnjGd+QVJ5ETTiGBm5MufOnUOr1V5xVt2YupqLGwYD4NF0Cr63fVrleGVZZsv5ZD44so2VZy+1/tAolExqchszW/cV+6IFp6N5F/jwyDa+ObGXYtulmz0t/UIZ37gTDzWMJVDn6TxuSPyU/F1PgqQi5P5sFJrK/1uSZZnFJ/bwf3+twGB11P14pU0/Xms34Kqrs6ZuyiajyMaA+noebel9ja9SuNmJZduCq23evJk+ffrg5+fH6NGjmTdv3k3fJUf8HAiVVW3rO2NiYoiJiWH06NHOY6dOnWLv3r2imXktYMs7is1wBhBLtq/k7NmzgGPW2d2J859pRr44VECR1XG/q32whsmtfaplGWfJTPPMfWtKJc2NfYJ4sVUfmmRbOXLoMHpJiXeHdzGe/Q3ZWkhB3MuEd1tUplXEP9mNWeTt+Hu5tk8M3rHvuCRuSZLoHdaI3mGNSMq9wHtHtvDtib2Y7TY+SdzBwmO7mNK0Ky+26kOwXiQht6p9WanMPbCBFSmHnccUksTd9VrydIuedA2OKjeh1Ub8vQ1BtmI+vxldvWGVHlOSJB6J6US34Gju3fQthy6mM+fABgBeb3/l38HN/dVkFIl+z4Ig1AxXttAUhJuNS5Pnrl270rZtW9q2bUubNm1o3bp1qWUe0dHRREdHM3LkSFcOK1yHkirbKDRoQnu7NZbaymg0kpmZCbhuyfb1VNk2Wu0sPlLIplRH2ye1AsY08+KO+vpqqSewM+M0M/atZmvGSeexNv7hvNS6LyPqt0KpUBAXF4fVauXixYsY7AF4Nn8aw+G3KT7+NZ5Nn0Ad0L7C68t2G7nbH8FefB4kBX7dv0Wh9qzw/OvV1C+YL7uN5PV2A3jr4B8sOPonRpuV949s5Yuju5jR+naebtET/TVWQBZuXH9eOM3cAxtYnZrkPOat1jKhcWf+r1k3or2vXJBL6d0IpVcUtsLTmNLWXVPyXKKxbxDb7pzC4PWL2HHhNHMObKCFXyj3NWhb4XOaB6jZlGrkbIGNfLMdH43Y9ywIgiAI7uDS5Pmuu+7iwIEDfPTRRxw7dgyARo0a0aZNm1JJdVhYmCuHFa6Ds0VVSI9qSVxuBqmpqc7P69at65Jr/vnnnxw+fJgWLVrQrVu3q55/Ms/CvLh80g2ObQ6RXkqeaudLPR/XLxo5lpfJ83t+K7XcOcYnkLntB3JvVOtSxZFUKhW7du0iLy+PzMxM7hpyNzr7IrwUWeT99QQBg7YiKcpPSgviXsGU+hsAXq1fQhN8m8tfy+XCPHyYd9twnm/ZmzcObmDRsd0UWk28tH8NXxz7i3/F3sl90W1FYcObVMlS/rkHNrIx/bjzeLDOi2db9uLxJl0qXVROkiS04XdQdOwLTGnrrjsmX42e1f0n0GXVxyTkZjBx54/0CI0m3KP8ffmX92pPzBb7ngVBEATBXVx6+/rFF19k6dKlHDlyhL/++ouQkBDatWuHVqvlu+++48477yQyMpKQkBBXDitcI9lajCljCyCWbF9JyZJtf39/PD1dc4MhKSmJtLQ0Tp8+fcXz7LLMr8lFvLzjojNxHlBfz1vd/V2eOOeainl290parvi3M3GO8PDli673cuTu5xkV3bZMVWG1Wo1Go8Fut2O1Wvl5xRryQqcCkHjwL75+4y5+/vnnMmMVJS/BcOgtALSRg/FqM8ulr+VK6nr58XnXe0ka8QIj6js6AZwpvMj9W76j26pP2J2ZUmOxCNVPlmXWnTtKzzXz6fP7587EOdzDhw873cWpkTN5oVWfa67GrgnvD4At/zjWgtPXHZ+PRsdPfR5Go1BSYDExfe/qCs8N1CsJ1jt+BhNyrl6ITxAEQRCE6lFte54nTZrEp59+yl133eU8tnr1aiZNmsS4ceOqa1ihEkznt4DNsQRYJM8V69y5M+Hh4SiVFfcovlYdOnTA09OTpk2bVnjORaONTw/kcyjL8SbZWy0xuY0PsSFal8UBjr7JXx77i1f2ryXLZPh7LC0vt+nH/zXrfsXlzCqVisaNG1OvXj2sViuSJOHVYCQ6j0PkJf/IkUNr8M2yMGLECCRJQpZlio5+Rv6u/wNA6dsUv57fIV2h/3N1aegTyM+3j2XL+WSe3rWSuJxz/Jl5htt++5jHm97Gm+3vxE8rqoreqEr268+OX8euy26I1Peqw/RWfRjXqCO6KizV14bdDpICZDvm9PWovCde97Wa+YXwbMtevHXwD5Yk7+OlNn1p4htc7rnNAzRcSDVyJFvsexYEQRAEd6m25DkxMbFMpd0777yT+fPn8/HHorKzO5Us2VZ4RKDya+HmaGovDw8PmjRp4tJrtm7d+ooVqA9kmvgkPp98s6NQR6tANVPa+OCvc22S+UfacabtXsmhi+kASEhMaNyJOe0HElKJQlre3t60bdsWlUpFjx49ABwF1RouIuhoEo2zD6GRN5C9pjua0N5YMrZhztgGOPo5+/dbjULj3tZRvUIbsnfYU3x7Yh8z9q3mfHEBnyX9yS9nDvN+x6Hc36CdWMp9A5Flmd/PJfFa/PpSSXMj70BmtrmdhxrGonbBzRqF1h+1fzss2fswn9+KR+PrT54Bpre6nU8Sd1BgMfFxwnY+6TKi3PNaBWrY/Pe+58wiG0EeNX/jSRAEQRBuddWWPHfu3JnPP/+ct99+u9TxVq1aiWrbblaSPGsjBorkoJaw2WV+PGZgRXIRMqCUYHQTT4Y08EDhwv9HKYUXmbbrfyy/rMpwr9AGfNjpLtoGRFT6OiEhIfTv37/sAwpvOo7dRKPNIzGf34Tlwk4sF3Y6H1YHdqZOn59QerqmAFtVKSQF42I6cnf9lryyfy2fJO4go7iAB7cu5avje5jfZQSNfUVv+tpMlmXWpCbxWvw6dmeddR5v7BPEK237MTq6LSoXr3DQhPRwJM9/3xCqCh+NjkdjOvFRwja+PrGHtzsMxlNddpVJ22ANCgnsMuy/YGJAlEeVxxYEQRAE4dpUW8nO+fPn8/nnnzNu3DgOHjyI3W7HaDTy73//22X7R4VrZy04jS3/KCCWbF9JZmamS3uRy7JcYduH7GIbr/+Vy/K/E+cgvYLZXeowrKGnyxJni93GO4c20Wz5O87EOcqrDj/1eZhNAydfU+J8NQpdAP53rMO32yLUwd1RetZDE9IL364LCbhzW61JnC/nq9Ez77bh7B46ldgAR3wb04/TasW/eS1uHSab1c0RCv8kyzKrzybS+bd5DN6wyJk4N/YJ4j89HyDh7ud5qGGsyxNnAE1ITwBshjPYCqu+V/6xJo6ieUVWC2vOJZV7jpdaQdM6juXm+y6IpduCIAiC4A7VNvPcrFkzdu3axRNPPEHbtm1Rq9XY7XZUKhWLFi2qrmGFqzClrXV8IinRhvVzbzC1lNlsZsWKFSiVSvr160e9evWqfM3ExETWr19P06ZN6devn3Mf9f4ME/MP5FNgcSTWHUM0PN7GBy+16+5rbT2fzOQ/fyEhNwMAnVLFy2368WyLXlXa+5mens6yZcvIy8tj0qRJhIaGOnthSwoVHjGP4hHzqEteQ03pEFiXXUOm8lnSTmbuX0OBxcTs+HX8cCqeL7uNpFtItLtDvOXJssyq1ERei1/H3qxLFfGb+Abxapv+3BfdFmU192RXh3R3fm7O2Ibe68EqXa+ZXwjN/UJIyM3gp9OHuDeqTbnntQ/RkpBj4Ui2mWKrHb1KtKwSBEEQhJrk8r+8M2fOZPfu3QA0bdqUjRs3curUKX788UeWL1/OyZMneeCBB1w9rFBJJUu21UG3odD6uTeYWurcuXPIsozVasXPz88l10xKSuLixYscP34cpVKJXZZZllTI23vzKLDIqBQwrrkXz8b6uixxvlBcwNit39NrzWfOxHlI3WYk3P08L7XpV6XE2Wg0EhcXx6FDhzCZTHzxxRdcuHABgIyMDP766y927drlktdR05QKBU82707SiBe4N8qxPz0x7wLdV3/KlD9/Js9c7OYIb00Wu43/JO+jzf/eZ+iGr5yJc1PfYJb2epAjw5/ngYbtqz1xBlDqglD6Oor+uWLpNsA9f1eAX3U2EXMFKx1igx0tq6x2OJgpZp8FQRAEoaa5fOY5PT2dIUOGoFQqGTp0KMOHD6dv377Ur1/f1UMJ10i2mTGnbwRAGzHAzdHUXiUtqnx9ffHx8XHJNUuKawUEBFBgtjMvLp+DWY43vyEeCqa196WB7/Uns5ez2e18cewvZu5bQ+7fiV49Tz/mdR7OsHotXLLP3WKxcOrUKefnWq3WOZuemprK77//jkqlonPnzlUey13CPXz5sc/DrEw5wpQ/f+FcUR6fJf3J/1KO8Mltd3P338mOUL0MFhMLj+3m/SNbSDHkOo838w3m1bb9GRnVpkYS5n/ShvSkKC8J8wXXJM9D6zZnzoENFFpN7M46S/dyVjmEe6kI81SSbrCx74Lo9ywINcFqtfLss8+yZMkS7HY799xzD59++ik6nfj5E4RbkcuT56+//hpZltm+fTu//vorzzzzDOfOnaN///4MGzaMIUOGEBgY6OphXUqlUtGyZUvA0Vpo4cKFbo7INcyZfyJbCgCx3/lKSpLnunXruuyaDRo0oEGDBpzKszBjew6ZxXYA2gdreLKtD54umm3en5XK43/+zJ6/93+qJAXPtezNy236lluE6HqpVCrUajWxsbG0bduW4OBgfH0d1bPVajUeHh4ubfHlTsPqtaB3aENm7lvN/KQ/SSvKZ8Qf33B3vZZ80uVuwj3cWzX8ZpVlNPBx4nY+SdxBjqnIebxzUD2mt7qdYfWal+k/XpPUIT3g2BdYcxOwG7NQ6Kr2d61dQAQ+ah35FiOb0k+UmzwDdAjR8uvJIvZmmLDaZVQKUfRREKrTm2++yaZNmzh06BAajYZhw4bxwgsvMG/ePHeHJgiCG1TLnmdJkujRowc9evTgnXfeITExkV9//ZUvv/ySxx57jM6dOzNs2DDuv/9+IiJcV6jIVfz8/IiPj3d3GC7nbFGlDUQdEOvmaGqnixcvYjA4eh67MnkG2JZqZMGhfCx2kIB7G3syopFrqmkbLCZmxa3jg4St2P8uTNYrtAHzu4yguV9ola//TyqV41eHWq0mIiKCqKgo52NXa8d1I/LR6PikywgeaNCeiTt/JCE3g+Uph9mYfoK3O9zJpCa3uTWRu5kcz8vkg4StLD6+l2KbxXl8UERTXmzdh54hDWpFlwDt30XDAMwZ29HVH16l66kUSnqGRvPb2UQ2pZ/glbblVLMHbgtzJM8Gi8yhLDPtgl3b/10QhNIWLlzIO++843y/Onv2bEaNGsUHH3xw09wkFgSh8qqtYNjlmjVrRrNmzXjhhRfIzMxk5cqVrFy5EoDnnnuuJkIQuJQ8ayLuQBJv9MtVMuusVCoJCwur8vVkWcZis/Pd0SJ+P+1YQu2hkvi/tj60D3HNm951547y2M6fOF14EYAgnSfvdRzGQw3bV1uScfkbBqv11qlE3TUkirhhT/P2oU3MPbCBfIuRyX/+wncn4/iy60ia+gW7O8Qb1s6M0/z78GZWpBxBxnEDSCkpGB3dlhda9aa1f7ibIyxN6VUPhUcE9qJzmLN2VTl5BugT2ojfziayM/MMZpsVjbLsn+iGvipCPBRkFNnZkWYSybMgVKPc3FzOnj1L27Ztncfat29Pfn4+p0+fpmHDhu4LThAEt6jxDCooKIjx48fzv//977oS561btzJ06FDCw8ORJIkVK1aUOWf+/PlER0ej0+mIjY1l27Zr25OWn59PbGws3bt3Z8uWLdccY21kK0rHmhMPiCXbV1KSPIeFhTlnV6viTHomQ6bNZeHSn7EUFVLXW8lb3eu4JHHONBYyZutSBqz70pk4j2vUgcS7X2BMo9hqnZ1TKBQoFAqSk5P57bff+PPPP6ttrNpGo1TxStv+HLjrWefS2u0Zp2jzv/d4PX5dhcWehLJsdju/nD5E198+ptvqT1iechgZGS+Vlqdb9CT53un8p9cDtS5xLqEO7AiAJWuPS67XNTgKAJPNypG/i/z9kyRJdP17r/Oe8ybMtvJb4AmCUHUFBY6tbpcXDy35vOQxQRBuLS6feQ4JCSE2NpbY2Fjat29PbGysS1r9lDAYDLRp04ZHHnmEe+65p8zjP/zwA9OmTWP+/Pl069aNBQsWMGjQIBISEpxxxMbGYjKZyjx33bp1hIeHc/r0acLDwzl8+DCDBw/m0KFDFRaOMplMpa6Vn5/volfqWqa0dc7PteF3uDGS2stisZCeng64Zsn2uUIrz/+8l3M5hSjykrh72GCejPVHp6paUivLMkuS9/HM7pVk/70XtKF3AF90vZfbw2OqHHdlqVQqkpKSKCgoIDc3l44dO6JSqTAajeTl5SHLMiEhIbViiW11aOoXzJZBk/ny6C5e2LuKfIuRWXHr+OHUAb7sOpKuIVHuDrHWKrKaWXx8D+8f2UpyQbbzeLiHD08178Gkxrfhp9W7McLK0QR2xJSyAkvWXmTZXuUVPW38w1FKCmyynb1ZZ2lXQf/1ruE6licXYbTJxF0wicJhglBNvL29AcjLyyM01LEFKjc3t9RjgiDcWlw+8zxr1iwiIiJYtWoVo0ePJjo6mqCgIO644w5mzJjBjz/+SHJy8nVff9CgQcydO5cRI0aU+/j777/P+PHjmTBhAs2aNePDDz+kbt26fPbZZ85z9u3bx+HDh8t8hIc7ZjdK/tuyZUuaN2/OsWPHKoznrbfewtfX1/nh6n2yrmI65+jvrApoj1If4uZoaielUsmdd95J27Ztq1wdPj7TxMs7LmKqU4/A5p0Y2qMjz3YKrHLifLIgmwHrvmTstmVkm4pQSQpmtL6dQ8Ofq9HEGRzJs4eHB3a7o/hZSY/nY8eO8dlnn/H555/XaDzuoJAUPNa0C4kjnmfE39W3E3Iz6L76Ux7ZtozUy6pDC5BSeJGX962h3n/n8sRfy52Jc6s6YXzTYzSn7p3JC6363BCJM1yaeZYtedjyT1T5enqVmhZ+jt/Pl/ew/qe63koivRxbJ3aklb0RLAjClb399ttIknTFD71ej4eHB3Xr1i1VBycuLg5vb+9StT6u1cr/Z++8o6Oo2jj8zPbsbnoPSUgg9BY6KFWKgBRFbIhiQcTy2XtX7L33CoqCihVQOiIovfcSSEIgvW7fnfn+mGQhkp4NSWCec3JIZu+9827Y7N7ffduvv5KTk1PtuGeeeQaTycTtt99e4eP3338/arWarVu31mqsgoJC3fG55/nWW2/1fu90Otm2bRubNm1iy5YtLFmyhDfffBOXy9UgeZJOp5NNmzbx0EMPlbs+cuRI1q5dW6M18vPzMRqN6PV60tPT2b17N61atap0/MMPP8w999zj/bmoqKjJCWhJ9Hg9z0rIduWoVCpiYmK8hyd1QZIk/jhi46vdJUhAYGgEjw5LqrdnyC16eGPXXzy5ZbG3iFLvsDg+Pf+yRgtp1Wg09OjRA5PJRFJSklc8n+ppliTprPU8n0qMMZAfL5jKz0d3ctu/88mwFvHlwY3MTdnGPZ0G8UCXoQTozk3voCiJLD62nw/2/sPv6bu9Be0ARsS05b7OgxkR07ZZvk60ob2837tyNqAJbFvvNXuFxbE9/zgbc9MqHSMIAufHGJi738LGTAdFTpEAnVLHQkGhpgwaNIgrrriCuXPn8uyzz3oPzNPT03n44YeZNGkS1157LTqdjmnTpvH8888zcOBAtFotTz31FNddd12di4Xl5eVxzTXXkJCQwLJly6rsQDN8+HBWrlzJe++9x2233UaHDh28j+3fv5+3336b6dOnk5ycjNVqrfFYBQWFutOgBcN0Oh29e/cmOTmZP//8E4fDweHDh9HpdA1yv5ycHDweD5GR5T2rkZGRnDhxokZr7Nmzh5tvvhmVSoUgCLz11luEhIRUOl6v16PXN+2CLa7cTUgO2cNjUMRzg+EWJT7fVcyyVDsAIQYV9/eqf//mLbnHuPHveWzJOwaASaPjuR6jub3D+Y3S37aMCy+80Hs6f+rfQFJSErfccgtAsxRE9eHilp0ZGt2aF7Yv583dq7F5XDy3fRkf7/+XBzoP5eb2/fDXnv0iWpIkNuce47uULcxN2UbaKR54vVrDFQnduKfzYLo10VzmmqLSB6P2T8JTfBBnzgb8Wl9d7zV7hcXy+YH17Mg/gcPjRl9B0TCAwbEG5u234JHgr3Q7Y1sZ631vBYXK2L7rMABxLcIJDjoZrnwoJQOL1U5woJm42JMFEzOz8snMzker0dCh3cnUPYvFzqEjGQC0S4pFrz+5H9yxOwVJkoiNCSMk+GSqXMrRExSXWAkKNBMf65uijP379+fjjz9GpVJx1113YTKZAPjhhx8AuPzyyxk3bhwAjzzyCDk5OXTq1AlRFJk0aRIvvfRSne8dEhLCzz//zNixYxk2bBjLly8nNDS0wrHnnXceM2fOZMCAAWzdurWcIL777rsxmUzMnDmz1mMVFBTqToOJZ7vdzqJFi/jhhx9YsGABOp2OsWPHMnv2bEaMqLgFh6/474a9Nt6v8847jx07djSEWY1GWZVtQeuPNrxfI1vTNHE4HLjdbu8HaG0pdoq8vqmQ3XmyVzgpSMM93f0JNdZdODs9bp7dtpQXti/HLcmh0WNi2/N+/4m0NFd+oHOmCA4OrvC6n58ffn7NI+y2IQjU+fFir4u4tf15PLb5D74+tJlsu4X7N/7O89uXcWfHgcxo359Iv7MrX87mdvF3ZgqLM/bxS+ouDhSVD0ls5R/KLe36c12b3oQZ6vZ31hTRhvXGU3wQV65viob1Co0FwCV62JF/nF5hFUcyhfqp6R6hY3OWk+VpNi5K9DvnDqsUzhzdBsoHorM/fIAplw/zXr/prjdZsXob108eyefv3uu9/smsRTz+/Fe0jIvkyLZZ3utbdxxiwBg5Wu/Q5i9plXCyq0WvC/6H0+nikzfvYtq1o73Xb73vHf5YtpHJk4byzcflIwvrw7Zt20hKSir3ub9582aAct5ZjUbD22+/XeO+zs8++2yNoiv79+/PsmXLGDZsGCtWrKj0M7Vjx44A7N2713tt4cKFLFy4kLfffruc57o2YxUUFOqGz8Xz3Llz+fHHH1m0aBH+/v5ccskl/PjjjwwZMqTB++GFhYWhVqtP8zJnZWWd5o0+l/C2qIoejqCqnxf0bOXAgQOsXbuWsLAwLrnkklptQtOL3by8sZBMqweA82P0TO9s5v133iIqKorBgwfXup/5ppx0rv97Ljvy5QJmYXoT7/S7mCsSk5v0BtmVdwzboX9wHNuN48Q+nJkH8ZTkItoKEW1FCBodgt6E2uCPJjQeXXhrDC2749e6L4b4bgiqs6dnZrw5mFmDruLuToN4eutifkndRb7TxlNbF/PstqVc0rIzN7frz5Co1o0aQVBXsmzFbMxJZ0NOGn9npbA6MwXHfyqNB+n8mNiyC1e1SuaC6KSzshe2LqwP9pRvceVuQRLdCKr6fax2DYlBq1LjEj1szEmrVDwDXBDnx+YsJ8dKPOzLd9E+pGGiuhQUzjbcbje7d+9m/Pjx5a5v2bIFs9lMUlJSndd+9tlnKyxKWxnbt2/nyJEjlYrn4OBgwsPDvYLY6XRy991306lTJ2+UV13GKigo1A2fi+errrqKmJgYXnnlFaZNm+aTdj81RafT0bNnT5YsWcIll1zivb5kyRImTJhwxuxoSoiOPFw56wAlZLsqylpU6XS6WonTrVkO3txShM0t53Fe0dbEJUlGUlNTKSoqoqioiIEDB9Z4PYfHzcytS3hxxwo8pd7myxO68W7/Swg3mGvxjBoeURRxWooo3rkE165FWPauwpV9uMo5ktsJ9hI8hZk4Mw9iZbn3MbV/OOZuYwg8bwqmDhcgNENBWRHdQ1vw87Dr2Zl/nBe2L2deyjbcksj3R7bz/ZHtRBjMXNKyMxNbdmFAZCJGTdMRQB5R5LitiP2F2ewrymZfYTb7C7PZVXCC1EqKoUX6+TMypi2XJXRlZIt2lYYdny2UFQ3DY8NdsAttSLd6radXa+gSHMXm3GNVFg0D6BGhI1ivIt8hsizVrohnhQZj22q56Gpci/By1z958y5v2Pap3HTtaMaP7of2P3vA5C6tvWu1iC4fqrxx+TvesO1Tef/V/3nDtn3F7t27cTgcp+X/btmyha5du9brkNput1c7xul0ctlll/Hbb7/x0Ucf0b179yrHt23b1iuI33rrLfbv38/SpUsr3GPXZqyCgkLt8flf0oABA9i2bRu33nor9957L127dvW2rOrRowedO3eu1x9wSUkJBw+erGqakpLC1q1bCQkJIT4+nnvuuYdrrrmGXr16eXNaUlNTmTFjhi+eXrPDkbEUSkWYrsWFjWxN08TtdntbVMXGxtZojiRJLDxiY3ZpYTC9Gm7rFuAtDBYcHMzw4cM5evRojb3OW3OPcc1f37KzQI6cCDeYeL//RCYl1G8z7mskj5uSHX/w6ycvcXD7OqL1Lgac8hSPFsGyLDNq/3BumTgUY1gL1H6BqAz+SB4XosOCaCvElXMUx/G92NO2g8eFpzibwr+/ovDvr9CGtSRk5F0ED5mOSn925HJ2Do7mm8FX82rvcXx+YD2f7F/H0ZJ8suwlfLTvXz7a9y9alZo+YXEMiEyka3A0XYKjaRsY7lMBKkoiBU47eQ4ruQ4LuXYruQ4rGdZCjlmLSLcUcKz0+xO2Yu8hTmWE6U30DotjWEwSI2La0iU4uklHR/gabWh3EFQgibhyN9VbPAP0Co1jc+4xNuVWLZ7VKoEhcQZ+Omhl7XE7V3cwE6Q/Ow6dFJoWXTtVXDi1dWLFdQsiI4KJjDjdk2oyGSpdq0vHxAqvJ7aMqqGVNWfbtm1A+fDsjIwMMjMzK+3m4iv+K5xvuummaue0a9eOOXPmkJGRwcyZM7nkkksYNmxYvccqKCjUHp+L57/++guQw2A3btzIli1b2LRpE99++y0FBQXo9Xq6dOnC+vXr67T+xo0bGTp0qPfnskrXU6dO5csvv+SKK64gNzeXZ555huPHj9O5c2cWLlxY79ZDzZWykG1NYAc05nPzd1AdJ06c8OYn1aQnuVuU+HJXCUtSbQCElhYGSzylMFhAQAADBgxgwIAB1a4nSiKv7/yLRzYvwiXKod9N0dvsLjhB3rL3KPjrc9wFGThPgOQGjw50kW0wdx2Fsd0gJKIwL1gKQPTUh6stqCc67dgO/UvJtgUUrZ+HKzcVV85RMufcTc5vzxN+yVMED5mOcJZ4MKONATzabTgPdbmANVkp/HhkB/OP7iDdWohL9LAm6whrso6UmxPp50+cKZBIgz8BOgP+Gj3+Wj16tQYJCUmi9F8Jh+jB4nZicTspcTm83+c7bOQ6LOQ7beUqXtcUnUpNm4Aw2gVG0C4wnB6hLegVGkdLc/A5JZb/i6AxovZvg6doH+5839TL6BkWC/thZ/4J7G4XBk3l6TYjW/rx6yErbhGWHLVyWdum856hoNBUKWvX1K3bycOunTt3nnatIXA6neTm5tZYOIMsiO12O1OmTMHpdPLaa6/5ZKyCgkLtabDdaJs2bWjTpg1XXXWV91pKSopXUNeVIUOGIFWz8bv11lvLtcw6V5EkCUeG3N9ZaVFVOWUh20ajscrK6gBWl8gbm4vYnuME5MJg9/cMJMhQt1zdY5ZCpq7+jmXHDwAQojfy0XmXNilvs+PEAXIXvUrhmq+QXCfzuAyhsfi37kFYz+G0vuF2r4CKyc9n1Cj5raUmdQ5UOgOmDkMwdRhCxOUvYdm9jLw/36Bk+yI8xdmcmHUb+cs/JObGz/Br1bthnmQjoFapGBTVmkFRrXmj73h2F2Sy6sRhVp44xIacNI6W5HvHZtqKybQVN6g9EQYzLYyBtDAF0MIYSKwxyPt9m4Aw4k3BzTI3+0ygDe6Cp2gfLh+J5+6lVcjdksiugkxZTFdCiEFNv2g9azIcLD5qY0JrEzr1uXuYoaBQE7Zu3UpYWFi5yLCMDLkKeElJCRaLpc4FRKvDbDazatWqWtUBateuHQArVqzg0UcfJTGxYi99bccqKCjUHp+K5/POO4/k5GSSk5Pp1q0bXbt2LVd1NzExkcTERC677DJf3lahEtwFOxGt8oeBIp4rp0w8V9efO8vq4aUNBaSXyN7h/tF6bu0WcNpGVRRFb8/jqvjp6A6mrfmePIcVgGHRbfhq4JW0MAXW5Wn4HMfxfWTPf4KiDd9D2YGVWktg3ysJGnITBblqinfuRBUUWs7zGBwcTL9+davqLqhUmDuPwNx5BLYjm8mcez/W3ctxpO8gZWZ/wsY9Qvj4xxGq8MQ1R1SCis7B0XQOjua2DucDUOS0s6vgBAeLckm3FpBmKSDbbqHY5fB+lUUqCMhdBgRAp9Jg0uowaXSYNfK/Jq2OIJ0foXojIXojoXoToWX/GowE6/zQnEXF2s40mpCucPQHn3meOwdHoxZUeCSRrXnHqhTPABclGlmT4aDIKbEmw87QuHO32r2CQk3Ytm3baXnG/fr1Iy4ujsceewxBELyRjQ1BbQvolgni2NhYHn74YZ+NVVBQqD0+Fc8TJkxg27Zt3gIFIPd87datWzlRHR0dXc1KCr6gLGQbtR+6yEGNa0wTpaSkhIKCAqBq8bw/38UrGwsocsoicmKSkcvamlBVEK46Z84cnE4nffv2pVOnTqc97vC4uW/Db7y7Zw0AWpWaF3qO5u5Og5pENWJ3wQmyf36a/FWfQKk4UxnMBA+dQcjIu9CGyCf12g1yax6Px9Mgdvgl9KDlA0sp3jif47NuxVOURc4vM7HuW03sbfPQBIRXv0gzJkBnoH9EAv0jEhrbFIVq0AZ1AUC0Z+GxZaL2q193Bz+NlvaB4ewqyGRL7rFqx7cO0tI+WMvefBe/HrIyONZQ4XuTgoKCTE5OzmnX2rdvT2pqaiNYUz1arXxgPG3atGo94rUZq6CgUHt8Kp4ffPBB7/ebNm1iwoQJdO/eHa1WyzfffMMjjzyCIAiEhYWRmZnpy1srVECZeNZHDUHQGBrZmqZJmddZEIRKC3utzbDz/rYiXCKoBbi5qz+DYyv27DgcDlJSUvB4PN5+i6dytCSPy1fMZn2OfN/2gRHMGXw13UNr18qqIRCdNnIXvEzOoleQHBYAVH4BhI55gJBht6E2BZUbX1b4ryb9LOuKIAgE9L4UY7tBHP9iOsWbf8a6dyUpT/Ui7p4FGGI7N9i9FRRqiiakq/d7d/6OeotnkKu07yrIZGteRo3GT2htZO/GQjIsHtYdd9A/5tx+z5dsHqQSN4IKMGlAr/JGyEhuEQQBQQlvV2gmlOVo9+jRw6djFRQUak+D5TxPnz6d9957r1yLqIULFzJ9+nSuu+66hrqtQimiqwRn5moA9EqV7UqJj49nwIABFBcXn1bYSpIk5h+0Mm+/LCTNWoF7ewbSMbTydjCCIDB69Gj2799P27Ztyz32R/perv5rjjdM++pWPfjovEsxaasuqHUmKN62iBOzb/e2mhI0OoKH3UbY+EfRmEMrnFMWdvZf8ZyZmcmqVauQJIkJEyZgMNR/E68JCCf2jvnkLniJrB8ewZWbypHnBxF/zwKMSf3rvb6CQn1QmxMQNCYktwVX/g70McPrvWZySAxfH9rMtrzjiJJYbVRK9wgdiQEaUorc/HjQQt9o/TnpfZYKnHh2FEKus/wDagGManBLYPOACoQ4I6puQQiqc+/3pNC8KBPE1bW0qu1YBQWF2tNgMaJ79uyha9eu5a6NGTOG999/n3Xr1jXUbRVKcZ5YAaILUPKdq8JkMtGxY0f69u1b7rrLI/HetmKvcI42qXn2/OAqhTPIfaJ79erF5MmTvcXHPKLIk1v+ZMySz8hzWNGp1HzY/1JmD7qq0YWzKzeNtHcuJe31MV7hHND3Slq/uI+oya9XKpyhcs+zxWJh9+7d7NmzB5fL5TNbBUEgbOxDxN31K4LWgGjJ5+hLw7HsWemzeygo1AVBUKEJkqMg3PnbfbJm99L0iBK3g0NFuTWwQeDSNnKIZlqxhw0nHNXMOPsQj9vw/JV9unAG8EhQ7JaFM4AI0lEr4q7CM2ukgkId2LJlC6GhoTVqp1mbsQoKCrWnwTzPffv25cMPP+Sll14qd71Lly71qratUDPKQrbV5gTUAW2rGa1wKkVOkdc2FbI3TxZ+HUO03NszELOu9mdNOXYLV636mqUZcjXtBHMwPwydWm0BoIZGkiQKVn1K5rf3INpLANBFtSXq2vcxd6pZP8jAwEASEhK8+VVlGI1G2rVrhyAI9erpXhn+yWNp+cASUt8Yi2gtJO3NccQ/sBRj677VT1ZQaCA0IV1x5azzWdGw5FNSObbkHaNNYPU5/r0idbQM0HC0yM0PB6z0jjp3vM9SgRNxQx6IgFZA1TEAIcIAooRkcYPFg1TmcTZrkVKtSDkOpEMWxCAdqrizo5+8wtnJ77//3iBjFRQUak+Dief333+ffv36kZmZyT333EPnzp1xOp28+uqrSgGDBkaSJBzpiwDZ63wu92CtipKSEoxGY7nK2Bklbl7cUEimVfZODI41ML2LP5oahPX9t8r2jrzjjF/2OUdKWw6NjevArIFXEaxv3E2aKy+djM+nYdkhtzETtAbCxj1K6Jj7UdXCE96iRYsK88SjoqLKtahrCIxtB9Dy/iUcfWkYor2Y1FdHkfjYGvQtTs8zV1A4E2iDu2ADXAW7kEQPQj2rl4fojcSbgki1FLA1L4PLE5OrnSMIApcmGXl9cxGpxW42ZTrpHdX4aSENjeSR8JwinNUDwxECTh7qCf6nV+eXYgx4VmVDsRtxSz6CvwYhqOrIIgUFBQUFhQYTzx06dGDdunXcdtttJCcno9VqEUURjUbDZ5991lC3VQA8xQfxlKQASsh2Vfz5558UFxfTq1cvOnfuzK5cJ69tKsTikitqX9XOxITWxhofPqxcuZI9e/bQuXNncloGM3X1d1jcTgQEnu0xioe6Dm3UatqSJFG49mtOfP0/RKscquiX1J+Ym75EH9X8ohP8WvUm7u7fSX1tFKK1gNQ3xpL4xLqzvgq3QtNEU1pxG48dT/FBNIHt6r1mckgLUi0FNaq4XUbvKD2xZjXpJR7m7S+hZ6TurPc+SwdLwFLaGaBHcDnhXBmCRoW6byieVVngkvCsz0N9QQSCpvE7HigoKCgoNF0a9FOiffv2LFu2jCNHjvD999/z008/cfjwYSZPntyQtz3n8baoEjTooi9oXGOaKFarldzcXJxOJ3q9npVpNp5bV4DFJaFVwd09Arg4yVQrr/2BAwfIysri3XWLmbRiFha3E3+tnl+HX88j3YY1qnD22IrJ+PhaMj6+FtFaiKDVE3HFKyQ8urpZCucyTO0HEXvLtyAIuLJTSHtnIqLr3Mv1VGh8tMFdvN+78nf6ZM3uoTEANa64DaASBK5oZwYgtdjDX+l2n9jSVJGsbsT9xQAIMQZU0TXvcS2YNah6ybUpsHoQD5Q0hIkKCgoKCmcRPtvN22w2jh07/XR8165dxMfHM378eMaOHav0eD4DOI7J4bi6yAGotP6NbE3TJD09HZC9setsQXywvRiPBIF6FU/1D6ZfdO0rRCf36cWfqjx+cMob3TYBYawbewdj4xo3lNh2ZDMpT/agcO3XABha9qDV05sJG3NfvUJLS0pK+Pfff1mzZg12u73c9Q0bNrB+/fpy1xsK/x4TiLjsRQBs+/8ma+4DDX5PBYX/ojKEojLIUQ+eon0+WTO5tGjYCVsxJ6xFNZ7XO1JH22DZ+zpvvwWnR/KJPU0RcVeRXAxMBapOgbWer4o0IJS2HpQOFCM5GqZvvYKCgoLC2YFPxPMPP/xA27ZtGTNmDF27di1XTfuaa67xxS0UaojktsuVtlFCtqsiLS0NjyixyWLitzR5YxlrVvPcecEkBVUf8vdfDhfnMu3ICtbF66FFKBe2aMe6sXfQIaj+/V7riiRJ5C5+myMz++PMPAhAyMi7SHh8rU9yg202G9u3b2fXrl3lRHJ+fj4LFixg4cKFWK3Wet+nJoSOuZ/A/lcDkLfkbYo2zj8j91VQOBV1gByq7S70jXgu8zxD7bzPgiBwdXu5tkiuXWTRkTPzd3imkXIcSMdsAAht/BFMdctEU3UMAAG5AvdZ+rtSUFBQUPANPhHPzz77LJs3b2bbtm18/vnn3HDDDcyZMweQN/AKZw5n1t9IbvnDXxHPFSNJEoeOpPLnUSspguwp6hSq5Znzggk31t4TuyzjAL1/e4udBScAuK/zYBYMv7FRC4N5bEWkvz2RzG/uRHI7UZtDibvrV6KufqNWRcGq4tRK2qe2q1KpVOh0utP6ZjckgiAQfd2H6KJl8ZLx2Q04c46esfsrKADePGdfied4UzDBOtkruiWv5nnPAO1DdPSOlAtg/XzQSrFT9IlNTQVJlPBsL5B/8FOjamOu81qCUYMQI/+exZQSJFHZtygoKCgoVIxPCoa5XC7Cw2UR0qtXL/766y8mTpzIwYMHlUrPZ5iyfGeVXxSa4K7VjD432Z92gh/2FJDn8BDTqQUDYvTM6BqAVl2716okSbyz52/uXvcroiSi12j59PzLmNK6ZwNZXjMcGXtJe/tinMflDbyx3SBazPgGbYhv22Op1ScPGjyek6GOLVq04JFHHvHpvWqCymAm9rbvSXm6D6K1kIzPbqDl/UsQVEoBIIUzg1c8F+1DkqR6f/4JgkBySAwrThxia27NPc9lXNXezKasPKxuiZ8OWri249mTxiMdtUCRfGin6hxY70JfqkQTnmM2sItIOQ65zZWCgoKCgsJ/8MmuMiIigu3bt3t/Dg0NZcmSJezZs6fcdYWGp0w862MuVA4uKiC1yM2jv+8iz+FBpdFxZY94bk+uvXB2iR5uXvsDd677BTGnkICVu3hOaMOkFp0ayPKaUbTpZ1Ke7uMVzqEXPUjLB5f5XDhD5Z7nxsQQ14WIy14AwLp7OfkrPmpkixTOJTSlYduSswDRnu2TNbuX9nuurecZoIVZw9A4WQT+edRGlvXsyOeVnB7E3XIOuBCmR4jxgdAN1YGffCBYFgquoKCgoKDwX3winmfPnk1ERES5azqdjm+//ZZVq1b54hYKNcBjScNdsAtQQrYrYkeOkyf+yedERjoCcGmvVkzuGFDrQ4Y8h5UL//yYT/bLuf3tHVqmxXXHczwXna5x+oRKokjWj4+T/vYliPZiBL2J2NvmEXn5iwjqhulIV5nnubEJGXEHxrYDAcice78Svq1wxji1PZW7cK9P1iwrGnawKJdiV+0L8F3WxoReDW4Rvt13dlSTFvcUg0sCAVRdA31yUCwIgjd0W8qwKaHbCgoKCgoV4hPxHBsbS1RUFADvv/8+O3eebNNx/vnn++IWCjWgrMo2COhjRjSqLU2N1cfsvLC+AJtbIrJdd24b1YvLz6u9l3h/YTb9fn+bFScOAXBVq+78evW9jBg4mB49eqBqhBBh0V5C2lsXk/PrswBoI1qT+MS/BPS5rEHve6p4PtXz7Ha7ycnJITs7u1E80oJKRcy0LxB0fkgOC5nf3HXGbVA4N1H7twJBPqzyVcXtsqJhEhLb847Xen6wQc24VnL9hbUZDvbmOX1iV2MhFTiRUiwACImmGvV0rimqMg+2S4L85v17UlBQUFBoGHy+0z9+/DhXXnklQ4cO5ccff0QUz64iJU2ZspBtbVgfVIbQRram6bAwxcq7W4u8raheGd+R6y4aQmJiYq3WWZZxgL6/v82BohwAnul+Id8MmkybxFaMGjWK4cOHN4T5VeLKS+fIcwMp2fobAOZuY2j11AYMsZ0b/N6VeZ5zcnJ49913ee+998jNzW1wOypCF9ma8PGPA1C8+WeKty1sFDsUzi0ElVYW0PiuaFi7wAj0pdEjtam4fSrjW5sINcgf91/tLkFspoU8JUnCs71Q/kGnQtU+wLc3CNaBRvZii1lKv3gFBQUFhdPxuXieOXMmO3fuZM6cOVgsFmbOnOnrWyhUgCS6cWQsBZSQ7TIkSeK7fSV8tVsOVYw2qXn2vGBaBdbeU/HR3n+4cPEnFDhtGNQa5g6ZwuPJIxo1r9yWsomUp/tgT90KQOjo+4i761fUpuAzcn9BELwC+lTxfOrvpDGr7YeOvtdbffvE7P8hOhu+57SCgq8rbmtVaroEy5FdW3Jrn/cMoFcLTG4vV6M+XOhmVXrz/FuQUq1Q6jlXdQpA0Pl2CyOoBIRwuUuAlNU8f0cKCgoKCg2Lz5Mhr7nmGj766COio6O59tprfb28QiW4stchueQTeUU8gyhJfLazmKWp8gYoMUDDQ70D0UtOwK/G67hFD/dt+J23dq8GINovgF+GXUfv8HgAn1TUrQvFm38h/YPJSE4rqNREX/s+wUOnn3E7JkyYgFqtxmQyea+FhIRw0003IQgCoaGNFwEhaHREXfMeqS8Px5V9mLyl7xI25r5Gs0fh3EAT0A4Hv+H2Udg2yHnPG3PS61Q0rIzzY/T8eVTL/nwX3+2z0C9aj189K1Q3BJLbiTPnCCqtAbU5FJVefm+RnCLiLrlIGCE6hPiGaQUoRBqQjtsh34XkFH0u0BUUFBQUmjc+/1SYM2cOJSUni5LcfPPN5Ofnlxvjcrl8fdtznrKQbUEXjDasdyNb07i4PBJvbi7yCueOIVqe6BeEuySf2bNnM3/+fIqLi6tdp9BpY/zSL7zCuXtIC9aPu8MrnN1uN2+88Qbz5s3j+PHa5yLWBUmSyF30GmlvX4LktKIyBhJ/3x+NIpwBwsLCCA4OLlcoTavV0qJFC2JiYtBqfZePWBfMnYZh7j4egJzfnsNTkteo9iic/ZR5nj3Fh5E8vsmb7VFacXtH/gkcnrrVERAEgakdZe9zgUPkp4NWn9jmC1x5x8j+9TkOPdaNPdNNHHqwHQfuacne6WYOP9WH3D9ex7MjG0p7Vat9VCSsIoSIk/3ppWzF+6ygoKCgUB6fi+f/hml+++235cRzZmYm/v5nT6/JpsLJFlUjEVTqakafvdjdIi9tLGDdCTlfrXekjof7BGHUqkhLSwOgoKAAo7Fqr0VKcS7nLXiXRcfkirkTW3Zh9ZhbiTUFecekpqZSVFTE7t27G+bJ/AdJ9HBi9u1kfncfSBLasAQSH1uLudOZz7VuTkRe/iIIKkRrAdm/Pd/Y5iic5XgrbksePMWHfbJmnzD5wM4lethWx7xngKQgLYNj5aJYC1KsnLA0bos5d1E2x7+6lQP3tiT7x8dwpG2H/xwO2FM2ULDwc6RU+T1dSDQiBDVcVwPBqAGzHJQnZSp5zwqVs2vXLjQaDYsXL67T/JUrVyIIAl9++WWV16oiLS2NSy+9lMjISARB4OKLL67TOs2FH374Ab1ez+HDvnlvVVCoCw0ej1RRzqPTqVSx9CUeWxau3I0A6Ftc2MjWNB5FTpGZ6wrYkSNHNgyNM3B3j0B0pT2cy8RzixYtyhW7+i9/Z6bQ57e32V2QCcAjXYfx/dBrMGn15cYFBwczZMgQkpKSvNXmGwrR5SD9/SvJX/Y+AH5J/Ul8ch36Fh0b9L7V2iWKOJ3OJtPnuSL0MR0IGjwNgPyl7+DKTWtkixTOZtQBp7SrKtrvkzW7BEd5i4atz06t11pXtTNhUAu4Rfh6j8UX5tUaSZIoWDObgw+2IX/5ByB6QK3Fv9elRF/3ES0f+YuWD60g+oZPMXcdQ0Ty8wiCGrcjh6xNjyOJDdsar8z7LGXZG7Vug0LT5t5776Vfv36MHDmy0WyYOnUqy5cv57777mP27NncfffdjWbLmeDSSy+lQ4cOPPDAA41tisI5TMM0gK2GxiyydDbizFji/f5cFc8FDpGZ/+aTXiJvqia0NnJVO5P3teZ0OsnMlMVwXFxcpevMPriJaWvm4RQ96FRqPj3/cq5J6lnh2DLx3NB4bEWkvXUx1j0rAPDvMYEWt3yLSlfz3O2G4ueffyYnJ4fOnTtz3nnnAbJn/7PPPkOSJCZPnkxMTEwjWwnhlzxF4ZpZSC47OQteJPra9xrbJIWzFJUhHEFjRnKX4C4+5JM1dWoN3UNa8G/2Udbn1O/wJ9ig5uIkI9/ts7Ah08HOHCedw85cf3qPrZjjX82g6J858gW1hpBhtxE27hE0ARHlxpo6DCEw7grE0grbOTufpyh1Hm7LCVrM+AbVfw40fYUQYUA6bAG7CBY3mBs3/USh6fHvv//y559/8v333zeaDQ6Hg5UrV/K///2P+++/v9HsOJMIgsBdd93F9ddfz65du+jUqfYtRxUU6kuDeJ7nzJnD5s2bvbnNilhuWMpCtjXBXVEbG1+onGny7B6e/uekcL66vYnJ7c3lXnfHjh3zehBiY2NPW0OSJJ7c8ifXrv4Wp+gh3GBi+agZlQrnM4W7MJOjLwzxCuegwdOIvf2HJiGcgQqrbUuSRHFxMSUlJeWuNybaoGiCh84AoGDVp7jy0hvZIoWzFUEQUAckAeDxkXgG6BMmH/qtz6mf5xngokQjEX5lrauK8Yhnxrvqyk3lyHMDvMLZ0LI7rWduI+rqN08TzgCS1Y24u7RIWKgWKUJ+Pyne+CMZn1zXYF5hIVQHpR8fUrYSuq1wOh988AFBQUGMGzeu0WzIzMxEkiSCg89Mh42GQBRFbDZbreZceumlGI1GPvjggwaySkGhanwungcMGMCTTz5Jr169MJvNWK1WHnnkEd577z3++eefGhVqUqg5kiTiyPgTODerbOfYPDz1TwEZFnlTdUMnM+Nbm04bVxayHRgYSEBA+d6gDo+bqau/45mtsge/Y1Ak68bewfmRlfeBPhOhfM7MQ6Q8ez72o1sACBv/GNHXf4ygbpSAkQrRaGRbThXJfn5+DB8+nBEjRhAYGNhYpp1G6EUPIGgNSG4nOQteamxzFM5iNP6tAd+K597hsnjeV5hNgaN2m83/olMLTOkgFw9LLfawPK3hC2PZU7dx+Ok+cl4zEDLyLhIe/6fS1BNJkhC3FYBbAhWou4cQe+t3BJ4vd/EoWvcduQtfbhBbBa1K7vmMIp4lj4RU6GqaX566fw7PnTsXQRBOE2AzZszAZDKRm5tb6Vy32838+fMZNmwYen356Ifi4mIee+wx+vbtS1hYGHq9nqSkJB566CGsVt8V6bvuuuto2bIlAE8//TSCICAIAitXrqx0Tk1tW7RoEYIg8Prrr1e4zsCBAwkNDfWmYObm5nLHHXcQHx+PTqcjJiaGadOmnVZI9csvv0QQBJYuXcrMmTNp3bo1er2euXPnAmC323nqqado3749RqORgIAA2rdvzx133FFuHX9/fwYOHMi8efOUtAqFRsHnu/C//voLgAMHDrBp0yY2b97Mpk2bePzxxykoKFC80D7GnbsF0Z4NnHviOdPqYea/+WTbRATgpi7+DIuv2CNbJp7/G7Kd77ByyfIvWXVCLj5xQXQSPw6dSpC+as/uvHnzsNvt9OrVq0HChmxHt5D62mg8hZkgCERd/RYhI/7n8/vUlzLP86k5zwaDgQEDBjSWSZWiDYomeMh08pa8TcGqTwgf9yiaoIbNVVdomkiiDdGTjSTmIok2JMkOkhMEFaBBEHQIqkAEVRAqdQiC6vQDuapQl4pnX4Vtw8miYQAbc9MYHtO2futF6ekYomV3nou5+0roH6PHrG2YMii2wxs4+uqFiJZ8UGuInvohwYNvrHKOdMzmLdilah+AUFrEK+aGT3HlHsW6dxVZ3z+MIb475i6+zzkVwvRIeU6kHGejtSRsEpS48azIamwrKkQ9NAIC6xZSXxaBVrY3KOO6667jo48+4o8//uDqq6+ucO7mzZspKSmhb9++pz127NgxPvvsMy677DKuvvpq1Go1q1at4uWXX2bLli38+eefdbL3v9x8880kJydz9913c8kllzBx4kQAOnToUOmcmto2cuRIoqOjmTVrFvfcc0+5NVJSUlizZg233HILOp2OoqIiBgwYwL59+5g6dSp9+vRh586dfPTRRyxevJgNGzYQGRlZbo377rsPt9vNTTfdREBAAO3ayXUibrvtNj7//HOuueYa7rrrLkRR5NChQyxZsoT/0r9/f/7880927dpF586d6/W7VFCoLQ3mwmrTpg1t2rThyiuv9F5LSUlh48aNbNmypaFue85hL2tRpTGhizi/ka05c2SUuHl2XQG5dlk439LNn8GxFQve/Px8LBa5MM6p4vlwcS5jlnzKvkL58OG6pF58dN4kdNV4dt1uNwcPHsTlctG6dWvfPKFTsOxdRdob4xDtxaDW0uLm2QT2vcLn9/EFZZ7nplww7FRCL3qQvOUfILkc5C19l4hJzza2SQoNhCRJSJ4TeFyH8bhSEN0peFxHET1ZINWuUJagCkGliUetTUCt64RG3wWVOrzS8V7Pc8kRJNHjkw4ISQGhBOn8KHDa2JBTf/EsCAJTO5l5aHU+xS6J+QcsXNvR950wrAfWkvraaERbEYLWQNydP2PuUnVtDsnp8eY5E6hFSDKftFujJfa270l5qheu3FQyPruB1s/vQm30bZSLEK5H2l8st8cqdEEDVvhWOPNUJp6TkuSUiz179lQ6d9euXQAVfv63atWKtLQ072cjyKLw8ccf59lnn2X9+vX06dOn3vb379+f6Oho7r77brp27cqUKVOqnVNT29RqNVdffTWvvvoq27dvp2vXrt7xs2bNQpIkpk6dCsDLL7/M3r17efPNN7nzzju948477zymTJnC448/zscff1zODrvdzpYtW/DzK79n++mnnxgzZgyzZs2q9rmU/e4V8azQGJzR+M/ExEQSExO57LLLzuRtz2qcpSHbuuhhCOpz48M9vdjNzHUFFDhEVALcnhzA+TGGSscbDAb69+/PsWPHiI6OBmBd9lHGLf2cbLu8iZ7ZfRSPdhtWI++CKIoMGzaMAwcO0LZt/Taw/6Vkx5+kvXUxksuOymAm9o6fmnQrqopynpsy2uAYAvtPpvDvr8hb/j5h4x5Gpa+dV1GhaSJJHjyug3icO3A7duJx7kQS86uf6EUFiBWvLebhcebhcW4Fy8/yaHU0GsN5aP0GoNZ1QhBOCuQyzzOiC48lDY1/Ql2eUnnrBBW9w+JYkrGf9dm+qRifEKDlgngDy1Lt/HHExoiWfkSbfLctsB78h6OvjERyWBD0JuLv/h1ThyHVzhN3FJ7s6dw9CEFV/n1ZExBOixnfcOT5Qbjzj5H53f3E3PBxRUvVGSFE531JSDmOBm2P1aQxa2QPb1PEXPfXaosWLVCpVKSnl69/kZeXB3BaOPapZGfLB+4hISGnPabTnXyduN1uiouL8Xg8DB8+nGeffZZ169b5RDzXhdrYNnXqVF599VVmzZrFq6++6p339ddf0759e++4n376iZCQEG699dZy95o8eTJPPfUUP/3002ni+ZZbbjlNOAMEBQWxc+dOduzYQZcuXap8LqGhoQBkZTXNqAiFs5umkzypUGtEZyHOrLXAuROyfdwie5wLHCJqAe7sHkDf6MqFM8g5uF26dPG+Gf94ZDtT/pqD3eNGp1Lz+YAruLp1jxrboNPp6NevH/369avXc/kvxZt/If29y5HcTtSmEOLv/xO/xF4+vYevqSjn2W63s3DhQiRJYuDAgURENK2NV+ioeyn8+ytESz4Fq78kZPhtjW2SQh0RPQW4HRtw2zfgdmxAEosqHCeoAlFpElFrE1FpolCpwxHU4ahUoXJItmBAEDSl+XMekByIYiGSJx/Rk43oTkV0H8XjPIDoOVZ67+M4LT/itPyIoApGZ7wQnekiVJqYk+IZOe/ZF+IZ5KJhSzL280/2UZ+FEl/e1szaDAc2t8TXe0q4v1dQ/Q0F7Ok7SX39IiSHBZXBn/h7F2FsW310lHjchpQm53QLSeZKRaux7QBCht9O3pJ3KFj1CYH9rsTU8QKf2A4gqAWEED1SjkPOe07yvVe+OSCohTqHRjdlNBoNERERp3mev/32WwAuuKDy11LZ311l+bbvv/8+H374Ibt27UIUyx/I5efX5kDP99TUts6dO9O9e3fmzJnDSy+9hFqtZs2aNRw8eJAXXnjBO+7w4cMkJyej1ZZ/jQiCQKdOnfjll18oKioqV2umTZs2Fdr21ltvMWXKFLp27UpiYiJDhw5l7NixTJgwAZWqfEpJ2e/+nE2nUGhUFPHcjHEcXwaSLFrOhRZVWVYPM/8tIL9UON/TM5BekbVrVfLGrr+4d/1vSEgE6/z4edh1DIryfeh1bSn89zuOfTQFRA/qgAhaPrAUQ1zVJ69NgYpynt1uN9u3y0WBkpOTm5x4NsR1wdR5JJadi8n943WCL5jhk7BahTOD6D6By7YKl+0vPK59wH83sDrUuvZodJ1R6zuj1rZBUAXXaJMlj9GAoEGtMoHm9O4FoicPj3MnLvtG3PY1SGIBkpiPo+Q7HCXfodH3Rme+ElRa2fNcfAgY5ounznkRCQBk2oo5XJxL64Cweq8ZpFdxSZKROXstbMx0+qR1lTPrMKmvjES05CPo/Ii/d2GNhLPk8CBuLZB/8Neg6hBQ5fiISc9TvOU3XDlHOPHNnbSaudWnf8tCeKl4znUiidJpHnCF5k1sbCw7duzw/nzo0CFeeeUVBg8ezPnnV/56DQ+XUzYqEsKvvfYa9913HyNHjuSOO+4gJiYGnU7HsWPHuO66604TrGeS2to2depU7rrrLpYsWcKoUaOYNWsWKpWqRiHiUPnhgtForPD6uHHjOHLkCIsWLWLlypUsX76czz//nL59+7JixYpy3uqyCIGy/wsFhTOJIp6bMWUtqtQBbdD4t2pkaxqWHJuHZ/7NJ9cuh2rf2T2gRsLZ5XKh0WiQkHhgwwJe27UKgFb+oSwccSPtAmsn7BqicEzBX1+Q8fmNIEloglvQ8sFl6KPb+fQeDUVoaCgJCQnlTpXVajWtW7dGEIRKPyQbm9BR92LZuRhX9mFKtv+Bf/JFjW2SQhWI7sxSwbwKj2vvaY+rtK3R6vugMfRBreuAIDScp0ylDkHlNwit3yAk6U48zl04rX/isq0AySF7wh0bMPTqjXP/Lp8WDesf0dL7/ZqsIz4RzwCjE4wsPWojyyYya08JLw4IRlXH9zl3UTZHXxmJu+A4qDXE3v4DxrbVFxCUJEkWzg4RBFD3CJa9nlWgMpiJvOp10t+ZiCN9JwV/f0XwoBvqZHdFCOF62INc8bvACSEN01daoXGIjY1l48aNZGdno9frmTBhAmazma+++qrKeWU5tgcPHjztsa+//pqEhAQWLVpUzlv6xx9/+Nb4OlBb2yZPnsz999/PrFmzGDp0KPPmzeOCCy4o1+6zVatW7N+/H5fLdZr3effu3YSFhZ3W4aQqgoODmTx5MpMnTwbkSuJPPfUU3333Hddff713XNnvXsl3VmgMFPHcTJEkySuez/aQ7Ty77HEuq6p9W7fqQ7XLWL9+PfsO7GeeLY0/DXJIZ++wOBaMuJFwg7ma2RWvt3XrVtq3b8/gwYNrPf+/5C19jxOzbwdAG5ZAyweXoYtoPgch7dq181bKLMPPz49rrrmmkSyqGabOI9BFtcV5Yj/5yz9QxHMTRBItuGwrcVr/xOPc9Z9HNWj0PdH6DUBj6INK7RsRWVsEQY1G3xWNvitS4C04rYtxlHyP5MlCFWjA0LsnYvE2RHcmKk1k9QtWQ7DeSKegSHYVZLIm8wjXJvkmrUOnFri6g5k3NhdxtMjNyjQ7F1TSuaAqJLeL9Hcn4co6BIJAi5u+wr/bmJrNTbchHZdbZglt/RGCa+b99u95MX5tzsd2YA3ZPz5GYN8rfFfHIEgLGgHcElK2E0ERz2cVZSJw7969PPHEE2RlZbFs2TJvC6jK6N69OwEBAaxfv/60x9RqNYIglPO6ut1uXnzxRd8aXwdqa1t4eDijR4/m559/Zvjw4RQUFHgLhZVxySWX8Nxzz/HRRx9x++23e69/9913HDx4kOnTp9fINo/HQ3FxMUFBQeWu9+ghp9SVeZrL+PfffwkLC6Njx4pb3SkoNCSKeG6muAv3IFrkXJ2zWTwXOkRm/lvACascnj6jqz8DWtRMOAMcSDnMa1uWsdvohraxjGrRju+HXotZW7dN0P79+zl+/DgGg6He4jln4StkzX0AAF1UW1o+sBRtaFw1sxR8gSAIBF9wC5lz7qZk+0Kc2UfQhSc0tlnnPJIk4nFuw2n5A5d9NUin9thVo9H3Qus3GK3f+Qiq2h9+NSSCyozePBGdaSxO65/Yc94FjRvB30Vx1vXozZPR+1+JINTvY/f8iERZPGel+Mhymb5RetqHaNmb5+K7/Rb6x+jx09SuddWJb+7Euk9uVxlx2QsE9p9co3mSzSP3dAYI1KJqV/P8YkEQiLzqNY480w93wXHyFr9N2LiHa2V3pWurBIRQHVJmad5zLexSaPqUiedJkyYBsGzZsmoLVYEsQidOnMgvv/yCw+EoV1xs0qRJPPzww4wePZqJEydSVFTEnDlzTvPKNgZ1sW3q1Kn8+uuv3H333ZjNZm9LrDIeeOABfvjhB+644w62bNlC7969va2qYmNjeeaZZ2pkW3FxMdHR0YwfP57k5GQiIyM5evQoH3744Wn3LS4uZvXq1UydOlXJeVZoFBqmqaNCg1PmdUalRxdZfw9oU6TYKfLsunwyLLJwntbZnyFxNfeGHMo8xlP//MbugiwI8efa1j35dfgNdRbOIOfwdu7cud69nbN/e94rnPWxnUl4eJUinM8wQQOmIuj8QJLIX/FRY5tzTiN6crEXzaI48xosOffhsi31Cme1rit+QffhH/0DprDn0ZkubHLC+VQEQYfeNA5VyQicBw8jeeQCZI7iL7Bk/w+PK7Ve658fmQDAroJM8h1WH1gsIwgC13aQf6+FDpGfD9Zu7fwVH5G//AMAAvpPJnTMAzWaJ0kS4pZ8OTRaBeqewbXOLTa27ot/b1kA5f75OqKjdq3IqkIIlz8vpDwHklhxDqdC86SsdaW/vz9r166tkXAu45ZbbiE/P5/ff/+93PX777+f559/nsOHD3PnnXfy3nvvMXLkyBq1X2po6mLb2LFjCQkJoaioiEmTJp2WihUQEMCaNWu47bbbWLx4MXfccQc//vgjU6dOZd26daf1eK4Mo9HIXXfdxZEjR3j11Ve55ZZb+PLLL7nwwgtZv349iYmJ3rE//vgjVquVW265pW6/CAWFeiJIlWX0K9SJoqIiAgMDKSwsrFWeR23JXTwSZ8YSdDEjCB25uMHu01jY3RIz1+VzsEAuRDW1o5kxiTXPnz1cnMuQT58lbesuUMG902/llX4TmsQpZc5vL5D1wyMAGFp2J/7+xWj8GyfstL7k5ORw6NAhJEnyVh/3eDxs374dSZJo1arVaWFYTYmMT2+gYPUXqP3DaftmOoLmHG1H0whIklTqZf4Vl+1v4GTFdkEdgc44Eq3xQtQVFO1qDthTfyV/+QQEgx7zBXfhcW0ofUSHIfBmdKa6vR8dKsoh6Uc5zHLB8BsZE9fBh1bD+9uKWJVuR6uC1weHEmGsvgCXZd9qjr50AXjcGBJ6kvDoalS6mh10iikliNvkns6qTgGo2tTNu2tP3cbhx5MBiLzqdUJH3V2ndf6LlO/Es0puTaQeFNYkQ7fru++w2+2kpKSQmJiIwVDzyK5znVGjRmGxWFi9enVjm3LOIEkSPXr0oFWrVvz4448+XVv5O1CoKYrnuRkiua04T8ihcWdjyLZblHhjc6FXOF/ZzlQr4bwtL4PzFrxLWprs4bmx1wW82v/ipiGcf3/xFOHcg5YPLmu2whnkPKRt27Z5q2uDnEP1yy+/8Ouvv3LixIlGtK56gofOAMBTnE3x1gWNbM25gSRacJT8TEnWjVhy7sVlW4UsnDVo/YZgDH0J/8ivMQRc32yFM5zs9SzZHWilCfgFPQCCEXBiL3wHW8HLSJKz1uu28g8lyk8WmGuyjvjQYpkr25nQq8Elwpy9JdWOd+YcJf2dS8HjRh0YSdydP9dYOEslbsSdpe3FQnUISXWPKDDEd8OcPBaA3EWvIjrtdV6rHIFaKC1cJuXW/v9L4ezltdde459//mHx4rPPgdFUmT9/Prt37+bll19ubFMUzmEU8dwMcZxYBaIc0ni2iWdRkvhwexFbs+VNyphEPy5uXXPh/E/WEYYs+oBMSyHqQis3tu3D7efX/3ckSVKlbRdqSs6Cl8j6Xs7FM7TsTssHlqA2BdfbtsakrM8znOz1LAgCKpXK28aqKWNo1Rt9jFxwpODvLxvXmLMcjzsdW8FbFJ24HHvhO4juo4DsZdYH3IB/1LcYQx5Ha+iFIDT91051nNoBQSw5jM50If4Rn6LWySkfLutiLDn3IonVC9RTEQSB80tbVv2d6du8Z4AQg5rxreWCW/8cd7Avz1XpWNFhJf2ti/EUZ4NaS9ztP6INia10/KlIkoRncz54JFALcnXteh5who17FAB3QQaFa3wTJiuoBIQQOSJFEc8Kp9KpUyfcbjcjR45sbFPOGS699FIcDgetWzd+i1GFcxdFPDdDyvKdVaY4NIG+DdlrTCRJ4us9Jaw+Jh8MDIjRc00Hc403VMszDjDiz48pcNowlDi4ve159AmPJz4+vt625eTk8Pbbb7Nw4UIsltrn0+UsfIWseQ8BYIhPpuUDS1GbQ+ptV2NzaruLMvGs0+l44oknePzxx2nfvn1jmVYjBEEgcKDc/qJk2wLchZmNbNHZhSRJuB3bseQ+TknmdTgtv4IkewQ1+l4YQ2bKXmb/q1Gpm//fw6kIGj9URtlzXtauSqWJxBT2KlrjaAA8zt3k/H0Fqa+PIeWZfmT98GiNPKYDI2Vhvi4nFbu7cnFbV8a1MhJqkP+2Z+0pRqzg4FCSJDI+uwF76lYAoqd+UKNezt75B0sgTxajqs6BCKb61y81JvXD2GEoAHmL36r3gaeXMvGc5/TdmgoKCgoKzRJFPDdDTm1R1RRCkX3Fr4etLEixAZAcruOWbgE17jX6e9puxiz9DIvbSYDWwJtthtExOBKj0UhISP035QcOHCA/P5/Nmzej09UuLzZn4ave4mCG+GTiHzw7hDNU7HlubgSedzWo1CB6KPznm8Y256xAktw4rcuxZN+GJedu3Pa1gASCHzrTRMyRX2EKewmt33lnhZe5MjSlodueU3o9C4IOv6B70RmvJn/+HrI/W0jJtkXYDq0j57fnOfriUCR31R7OIdHyug6Pm3+yj/rcbr1a4Kr2cgj1wQI3/2Q4ThuT8/sLFK2bC0Dw8NsJHnxjjdeXilyIe+RwbSFCj5Dgu37woSPvBMCRsRvL7uU+WVMILX3Pd4pQ4vbJmgoKCgoKzRNFPP+Hffv2kZyc7P3y8/Pj559/bmyzvLiLD+Mp2g+APubCRrbGd6xMszFnr+zRTQrScHePQDQ1rLg69/BWLln2JQ6Pm1C9kRWjZjAuuR8dOnSgbdu2PrEvNjaWXr160aVLl1q1nMhd9BpZc+8HQB/fjfgHl6Ixh/rEpqbAqaHZzVU8a4OiMXeRQ/sLVn+heJbqgSSW4CieR3HmNdjyn8Pj2geAoA7HEHAzAVHf4Rd0G2pNzUJ7mztlec/uU8QzAB43OV8vxLrxuDwu1A+/dnI/U9uhf8n+9bkq1+0SHEWoXhacK44f9LHVMufH6GkVKB+Ozd1fgvuUStPFW34j+8fHADB2GErUVa/XeF1JlPBsygcR0Aqoutc/XPtUzMlj0YYlAJC35G2frCkE66DURCV0W0FBQeHcRunz/B/atWvH1q1bASgpKSEhIYERI0Y0rlGn4MrZ6P1eH31BI1riO7ZmOfhoRzEAMSY1D/UOwqCp2Wbq8/3ruWnt94iSRLRfAEtHTadjUJS8Vozvig3Fx9c+/Dv3jzfI/O4+APRxXWn5wNklnKFi8SxJEoWFhUiShNFoLNcDs6kSNPA6SrYtwJG+E0f6TgxxNW9ZogCiJwdHyQ84LQtAOtniSK1ti858GVq/QfXub9wcUVfgeZbcLtI/nEzxRrlSrDG5FUGXxCHooyj6oSXFG38id8GLhFxwC5rS97L/ohJUDI5qzfyjO1hx4lCFY+qLShCY3N7Ms+sKyLSKLEu1cWGCEcex3Rz78GqQJLRhCcTeNg9BU/MDRXFvMRTKoeaqrkEIfr6NPBBUakKG307md/dRsvU3nFmH0UW0qn5iVWtqVXLhsAIXUq4DEkw+slZBQUFBobmheJ6r4Ndff2XYsGGYTE3og1I6GTIm6AIb0RDfcLTIzRubixAlCDGoeLRvEP66mr0s39+zhhvXzEOUJFqag1k95lavcG5scv94g8xv7wFAH9ul2VfVrozKxPObb77JW2+9xf79+xvLtFph7nYRKoNcwbho3XeNbE3zQXRnYMt/g+ITU3CWfF8qnAU0hvMwhb2BKfx9dMYLzknhDCfDtkXbCUSXBcnj5thHUyje8AMg90NuMeN7BK0axGxCJ04EtRbJ7SRv6TtVrj00Sl57XXYq1mrCvOtKlzAdXcNkYfzjQSuWwlzS3pqAaC9G0JuIu+vXWr2vSflOpAPyQakQY0CIrVlV7toSNOgGBJ1R7uG+8mOfrFkWuq14nhUUFBTObZqdeP7rr78YN24cMTExCIJQYUj1+++/7+3T1rNnzzr34Js3bx5XXHFFPS1WqIx8u4eXNhRg90gY1AIP9g4krIZeiPf2rOG2f38CoG1AOKtH30brAHkT19jhw3nL3j9FOHc+a4UzVCyeTw3BbC4h0CqdH/49Lgag8N/vmo3djYXHlYI173mKM6fitP4OuAAtOuNFmCO+wBQ6E42+61lVk6EulHmeAdxFB8n49AaK1s8DIKDfVbS46Su0fj1Q6zoD4NGsILD/1QDkLf+gyuJhZXnPLtHDmswjDfQM8OY+F9mc7HrzCpyZcph4i+mzahWhIXlKw7UlQK9C1S2owV4falMwgX3lz+7CNbORxPp/Jnj7O1s9SLbmmaKioKCgoFB/mp14tlgsdOvWjXfffbfCx+fOnctdd93Fo48+ypYtWxg4cCCjR48mNTXVO6Znz5507tz5tK+MjAzvmKKiItasWcOYMWOqtMfhcFBUVFTuS6F67G6JlzcWkmsXEYC7egSQEFCz0L/396zh9lLh3D4wglWjbyHOHASAKIp8/fXXPusxLEkSH374IfPnzy/3+qiMgr+/4sSs2wDQt+gkC+eA8Hrb0VTx9/fnkksuYdKkSQQHy223BEHg+uuv54YbbmhW7SQC+l0JgCv7MPbDGxrZmqaJ27lHrpydNQ2XbRkggmBAZ74M/6iv8Qu+B7U2rrHNbDKo/RMBkCTI/PYhCtfOBiCg92W0mD4LQS175PXmSQCI7iMEDb1Y/t6ST/Hmnytdu1NQFOEGOSpqZQOFbgO0CtTSP1rPiO0zMR9eBkDYxU8S0GtirdYRdxV6i22pkoMQ9A1bKC5wwHWA3LaqZEf9+/B6i4YBUt7pBdQUFBQUFM4Nmp14Hj16NM8++ywTJ1b8wf36669z4403Mm3aNDp06MCbb75JXFwcH3zwgXfMpk2b2Llz52lfp+bI/vLLL1x44YUYDIYq7XnhhRcIDAz0fsXFKRvH6hAliXe2FnK4UN5IXd/JTPeImuXFvn+Kx7l9YAQrRs0gyhjgfTwzMxOHw8GJEyfKtVGqK1lZWZw4cYLt27djtVqrHFu4bh4Zn94AgC4ySc5xDoiotw1NGbVaTXh4OCEhIeUqb7ds2ZL4+PimlfJQDeZOw1Gb5CrohUrothe53dQWSnLux5J9e2nlbBAEf/T+1+IfOQe/wBmo1GdndEV9UOnDkFQGbAeheIPcJcGcPJYWM772CmcAjaEvCPLfijo8C0NLuXhYwV+fV7q2IAgMKQ3dXnb8QEM9BQAuzp9P//0fApDfdhzhE56o1Xwx24F0WC4IKcQbUUU3TLj2qRjbDUQbLuc6F9aih/vhI8d5ZObnuN2yd9nt9rB1xyEEgxpMsuBXQrcVFBQUzl2anXiuCqfTyaZNm05rWD9y5EjWrl1bq7VqGrL98MMPU1hY6P1KS0ur1X3ORb7eU8LGTHnzMSbRjwtr2Kbkg71rywnn5f8RzoD3928wGAgPr7/HV6/XM2DAAGJjY2nZsmWl44q3/s6xj64GSUQbGi97nJtI/rVCzRA0Ovx7XQpA0bq5SKLYyBY1LpIk4bJvxJJzJ5ac+/A4NgMgqEIwBNyMf9QcDAFTUambf+2FhkIQBBxpJhzp8s+mTsOJve17BI3uP+N0aP3kHslO2ypv73HL7qU4cypvRTUiRu4msCEnjVx77fvP1wTbofXYvr0FgMzA9nza5U1y7DVPa5BcIuLmfPkHPzWqLmfm9SIIAkEDrwOgePPPeEryqp1TWGRh3FVP8MIbc5l03UwWL99EQrdrGTDmHiwWO0KofMiriGcFBQWFc5ezSjzn5OTg8XiIjIwsdz0yMrJWIbyFhYWsX7+eCy+svhWUXq8nICCg3JdC5axIs3l7OfeK1HFNB3ON5n2wdy23/jMfgHaB4SwfNYNo4+m/6zLxHBsb65N8uqCgIIYPH860adMqbVFVsmsZ6e9OAo8bTWAULR9chja0dpW5mzOiKOJ2uxHPArEZUJon6S7IwHZ4fSNb0zicKpqtuQ/ice4CQFBHYwi6C/+ob9D7X46g8l1v3rOVnN9fxLY/FwBtZBhxd/6MSldxNJPWMBAAyXMc/16DEbR6kCQK//6q0vUvbNEOkKN5lmb43vvsys8g7e2LkVwOBFMI8wd9hVVt5vsDNRfq4o5CKM0RVvUIlitXnyGCBkwFQUByO2sUTaLVqOnQVn7vvmzCIMLDAjl2PAeLxc7OPUcQQkoPPQpdSK7m/36noKCgoFB7zirxXMZ/RZMkSbUSUoGBgWRmZqLT6aofrFBj9ue7+HSnXGk1IUDD/5IDUNXg/+XT/evKCecVo26pUDhbrVZyc+WN6pkKn7fuX0Pam+ORXA7U5lDiH1iKLjLpjNy7KSBJEp9++imff/45hw8f9l5/9913efPNN9mxY0cjWld7TO0GoTLJudvFm35qZGvOLJWJZpU6Br+gB/CP/Aq9aRyCoLwv1oTcxW+T9f3DAKj9IfD8Vqj0lacxaPTJQGlYsPYw/j0uAUp7j1dyMBVvDqZDoJwa8mfGPt8ZD4hOO+nvTMRdcBxUauJum8f5nTsC8Fe6nfRidzUrgHjchpQqp7sIrUyows9s2zptaDymDnJLx4LVX1Q73mg0MO+LR1ky/wWuvuwCOrSN5/Vnb2bh3Gdp3zYOIezUvGfF+6ygoKBwLnJWieewsDDUavVpXuasrKzTvNEKZ5Z8u4fXNxXiFsFfJ3Bfz0AMmupffnMPb2X6GrmtS1XCGSA9Pd37fWxsrG8MrwLbkc2kvj4GyWlF5RdA/P2LMcR2avD7NiUEQfDmlrvdJzfTBQUFFBQU4HQ2rw2moNHinzwOkMXzuVB1W5Ik3PZNWHLuqlA0myO/RGe6EEFo2AJPZxP5qz4j85s7AdCGRWLuBpLjWJVzBJURta49AG7HFoIG3wiAK+cIlj0rKp03Klae80f6Pp+9XiVJ4vhXM7AdWgdA5FWvY+40jPGtjZi0AhLwQzXeZ8nhQdxaIP9g1qDq2DhRWUGlIfD2lI3Y03dWOKYsvxlApVIxfIicc24w6Lj71omMHtGbwAATmDRQ2kpRCd1u3qxcuRJBEMp9GQwGWrduzY033nham8WEhATat29f7boJCQnl1tTpdLRs2ZIbb7yxXOFaBQWF5stZJZ51Oh09e/ZkyZIl5a4vWbKE8847r5GsUnB5JF7bVEi+Q0QlwN09Agk3Vr8RX5C2myl/zUFCIsEczLILKw7VLqMsZDssLAw/v/oXpPnzzz/55ptvKvSe2tN3kfrKSERbEYLOSPy9i/BL6FHvezZHytpVnRq2PXjwYIYOHUp0dHRjmVVn/HvKHj9n5gEcx3Y3sjUNx6mi2ZL7AB6nLCwU0Vw/Cv+Zw/EvbgJAF92OqGseRaUF0ZqBJLqqnKvRdwfA49iKsf0Qb/pHwerKC4eNKg3dPm4rYkf+cV88BXIXvuINFw8adAMhI/4HgFGr4qJEOVz/3+MOUqvwPos7CsEhvyeoewQj1OCwtCHw73mJt4d74dpvTnv83U9+YdBF95JfUFztWoIgnKy6rVTcPiu44oormD17NrNnz+add95hzJgxzJkzh969e9dZ7EZHR3vXfPvttxkwYABffPEF/fr180bHKSgoNF801Q9pWpSUlHDw4EHvzykpKWzdupWQkBDi4+O55557uOaaa+jVqxf9+/fn448/JjU1lRkzZjSi1ecukiTx2a5iDhTIm6xrO5jpFFp92OeqE4eYtGIWbkkk2i+ApRfeTAtT5YVmJEnyep59EbItSRJ79uyhoKCA4OBgunQ52c/UceIAqS8Px1OSi6DVE3fXrxjbnLuHM2q1GpfLVc7zPHDgwEa0qH6YO49E0PkhOW0Ub/rprIwmcDu2Yi/6wiuYQRbNev8paI3DFcFcR4o2/cyxj68FSUIbnkjLB5YiOso+ryQ8lnQ0pe2rKkKj64oDkKRiJPE4gQOvJ+fnpyne+CMey7uoS1MKTmVQZCv81FpsHhd/HNtH15CY0xeu5XPI+v4hAPzanE/Ute+XS3saneDHwhQrJS6JH/ZbuKfn6e/L4nEbUrpc20Joaz6ZK9wIqPRG/HtcTOHa2RStn0vEZc97n8+W7Qf534PvA3D7A+/xzccPVbueEKpDOm5HynchiRKC6tzuZd7cSU5OZsqUKeWutWnThjvvvJP58+dz11131XrNgICAcmvOmDGDyMhI3njjDb788kvuvffe+pqtoKDQiDQ7z/PGjRvp3r073bvLJ/T33HMP3bt354kn5NYZV1xxBW+++SbPPPMMycnJ/PXXXyxcuLDKSskKDceSVBsr0uwADI41MCqheo/whuxUxi75HLvHTYjeyJILp9M6oOo2OB6Ph27duhETE0N8fP2LdYmiSK9evUhISKBNmzbe686coxx9aRjuwhOg1hB7+w+YOw2r9/2aM2WeZ4/HU83I5oFKb8TcdTRw9uU9u517seTcjyXnXsXT7GOKt/xG+nuXg+hBE9xCLhwYEovafPKzx2Op2pOl1rU7Oda1j6DSXsWSy0HhvxUXvDJotN6WVX+k763Xc7Af3cqxD6/2iv+4O35CpS2fp2zUqhjbSvY+rzvh4GhRee+z5BQRtxXIP5g1qNo1fhHNskKAruwU7Ckbvde7d03i8fsm06FtPK/NnF7h3FVrtnP+qLuJ7nAVLpfbW3EbjwQFVUcSnE1kZmaSmZmJzWYrdz0vL4/MzEwKCwvLXS8pKSEzM5Ps7Oxy151Op3etUw9cq7pHfn5+hfdoKMrallZWJLQuDBsm7xMOHGjYtnIKCgoNT7PzPA8ZMqTavK5bb72VW2+99QxZpFAZB/JdfLmrBICkIA3TOvtXW7htZ/5xRi35lBK3A3+tnj9GTKNTcPUtnzQaDcnJySQnJ/vCdNRqNQMGDGDAgAHea+7CTFJfHo47Lw0EFS1u/gb/5LE+uV9z5mwTzwD+PS6meON87Ec348o7hjakRWObVC88rhTsRV/gtq/xXhPUURj8r0FrHKEI5npSvPV30t65FDwu1IGRtHxwGbpw2cOsNrYABGTPc9XiWVCZUWliEd3peJx78QsfjqnjMCy7l1Gw+nNCht1S4bxRse1YdGwvf2cdocTlwKytfWEuV8FxUt8c563hEHfXb2gCKm73NyrBjwWHrRS7JH44YOHeU7zP4q5CsJeFawchqBvfM2vuPAKVKRjRks/xv76lVave3seefvha7v/fZfj7V149fu16OX3jSGomSYkxoBbAIyHlOhrVq34m+eCDDwCYOHEiXbt29V7/7bffSElJoXv37kyYMMF7ffPmzSxfvpygoKBy3tsTJ07w+edyGsKdd95JcPDJaIqPP/4Yj8fD+PHj6dHjZBrUggULOHjwIF26dOHSSy/16fOyWq3k5OQAYLPZ2LlzJ48++ihhYWE+vVdZxGRoaKjP1lRQUGgcmp3nWaF5UOISeWtLIR4JAnUC9/YMRFfNJupwcS4j/vyYPIcVg1rDb8NvoHd402j55LEWkvrqKJyZ8gdgzI2fEdj38ka2qmlQkXhetGgRv/zyC4cOHWoss+qFucsoKD3oKdm+qJGtqTsedwbWvOcpybrJK5wFVSiGwDvwj/wSnWmUIpzrSfG2haSXCeeACBIeXI4++qQHWVDrUBnl3H9PSeU9m8tQa+W5HpdcPTto0A1AacGr1O0VzilrWeUSPaw4frDCMVXhsRWT9uZ43HnpIKiIvXVulekKfpqT3uf1JxwcKZQ9sGK2HenoyeraQsiZra5dGYJGBx0v5uVdben+0HZ27z1y8jFBqFI4d2gbzw1XX8gLT9yAv9kPQSUgBMuCWSka1vyZOXMm4eHhhIeHEx8fz5gxY1Cr1axatYqoqOoP7ivC4/GQk5NDTk4OR44c4euvv+bpp59GrVZzxRVX+PgZKCgonGmanedZoekjSRIfbisi2yYiALd3DyTEUPUGPcduYdTiTzhhK0YjqPhx6FQGl4Yi1uR+vujpXBmi00bam+Oxp24FIPLqtwgaeF2D3a+5UZF43rFjB1arlYiICFq3rtn/Y1NCExCOX6u+2A79S8m2BQQPmdbYJtUK0ZONo+hrnNZFgPz/Igj+6P2vQmeagKCquNewQu0o2f4H6W9fguR2ovYPp+WDy9G36HjaOLWpJaI1o1rPM8ih2y7bMjzOg0iSWy54ZQxCtBZQsPpzoq5+87Q5bQPCSTAHc6Qkn0XH9jIuvuZ5+qLLQfo7E73hzFFXv4m566hq541K8OP3FCvFzlLvc3IA4pYC+UGjutGqa1eGqecl/DwzhSKXmum3PsfqZR/X6HMjIjyIz965p/zFUB3kOJDynA3++dNUuOUWOeohIKD8/+u4ceNwuVwYDOXfU3r06EG7du283RjKiIqK8q7l7+9f7rHp06dXeI+LLroIp9N52j18wY033siVV14JyCHlBw4c4M0332T48OEsXryYzp0713rNgwcPEh5ePmqjdevWzJo1q5zXXkFBoXmiiGcFn/PHERsbMuUT+YuTjHQNqzqszep2MnbpZxwokkOnvhp4JWPiOtT4focOHWLdunXExcUxYMCA0z6sa8vBgwdZtWoVSUlJnN+/HxnvX4l1318AhI1/jNCRd9Rr/bON6OhoTCZTufC7uLg4HA7HaZug5oS52xhsh/7FsnspostxWu5nU0T0FOAo+RZnyS9AaT6m4IfePAm9eRKCytyo9p1NlOz4k7S3Ly4VzmG0fGh5pd5atSkeV/Y/NfQ8l7XDcSK6UlDr2hDYfzL5y96n4O8vCb/kadTG8kW6BEFgdGx7Ptj7D7+n7eG9fjUTdJLoIePja7HsWgpA6JgHvJW1q8OgUTGulZE5ey1syHRSsLUAf6t8UKPqHtRo1bUB9uxLZe5Pq+jbsz2jR8gh2rF9RnNntwfYmy3w+JUd6iV4hVAdEoBThBI3+PsuN7apUlm7z5CQkAqvm81mzObT3290Ol2la1V2/dTPFl+TlJTE8OHDy12bMGEC7du355ZbbmH16tW1XjMuLs4bmp6ZmcmHH37I9u3bG0T8KygonHkU8azgUw4VuJi9R85zbh+i5bI2pirHu0UPV638hnXZskfm5V4XMbl17Vo+paenY7FYyMrKqrdwBrmgR1paGoWFhbTe9zklW34FIHjoDMInPlPv9c82+vfvf9q1q666qhEs8S3mbheRPf8JRHsJ1v2rMXcaXv2kRkISS3CU/ICj5AeQyortaNGZL0ZvvhKVOqgxzTvrKNmxmLS3JiC5HKjNobR8cDmG2Mo9VGVFw2rmeU4C1IAHj2sfal0bQob/j/zlHyBaC8lb8g7hEx47bd74uE58sPcf0iwFbMk9Ro+wqnvdS6LIiVm3UbR+HiD3Q464/MVq7TuVC1sa+e2QlWiHB3NZde2WRlThjSsSrrrpBbbtPMyEMf294llQa7j58v4UrP4C7QEnkvRGnQV0Wdg2yKHbwjkgns8lyno6r1mzBqvVitFYeVh/RRiNxnKCfNKkSfTr14/LL7+cPXv2VHpIoKCg0DxQcp4VfIbdLfLWliI8EvhrBe5IDkBdRRsPSZK47Z+f+DVtFwB3dBjAfZ2H1OqekiR5+zv7okUVQHx8PO3atSM6ay1Fa2YBENDncqKuffecCM9TkDHEJ6MJlHPeSrYtbGRrKkaSnDhKfqD4xBQcxbNLhbManXEs/lGz8QucoQhnH1Oya+l/hPMyDHFdqpyjNsm1G0RLarUFLwVBj0orFxtzO+W8Z31MewJ6XwZA7h+v4i7KPm3e0Ogk/EujI35O3Xna46ciiR6OfzGd/BUfAWDuPp7o62sWxnwqBo3ARS39uMnjQQA8ehWqzpW3FGwIDhw6xvZdh8tdu+KSwRiNegIDTOV+32U93F1Zh3Ac21Xje/y1dgc33/0WU25+CQBBq4JAWTArec9nJy6XC0mSKCkpqfdaer2eN954g/z8fJ588kkfWKegoNCYKOJZwWfM2WshszRs77bkAEL9qs5zfm7bMj7e/y8AkxK68nqf8bXevOXm5nrbWvhKPHfq1IkRAal0O/4jAKbOI2lx82wElVJY6VxCUKkwdxsDQMm2BY1sTXkkScRpXUpx5vXYCz9AkooBAa3fMMyRX+AXfDcqdcWVkhXqTvHWBaS9MRbJZUdtCpGFc3y3auepzbJ4ltxWJEduteM1ZUXDnCdbT4Vf8jSo1IjWQrLnP37aHL1aw5hYOd3ll9TKhaHkcZPxyXUU/PUZAOauo4m99TsEdd0C0Ua7PJR1ll4apJeF5Rni4Wc+p33fadz+wHvlRPKtN44ja988vnr//nKfKaZOwxF0shexNm3oDhw6xsdfLeS7+StxueT2SkJoadGwfEU8n23s3LmT/fv3ExsbS0REhE/WHDJkCIMGDeLzzz/nyJEjPllTQUGhcVDCthV8wq5cJ38elUXs8HgD3SOqzg/98sAGHt/yBwADIxOZPfAq1HUIuU5PTwfkVlW+CoXKX/kpWfMeAsCvdV/i/vejXK1VoUJSUlLIzs7G39+fDh3kzfvevXtxOp1ERkY26xA1c5dRFPz1Oc4T+3HlpqINbfzq7y77RuxFnyC6TlZV1uj7YgichlrbqhEtO7sp2vAD6R9Mlqtqm0OJf2BJjYQznPQ8gxy6rTJU3bderWsH1gWI7iNIoh1BZUAf056QYbeRt+Rt8ld8REDfKzF1GFJu3oT4TsxN2cr2/OOkFOeS6F++LY5oL+HYR1Mo3vwLAP49JtDi1rl1zueXil1oDsmeubWCwDf5bvraPIRVc3DqK+JjwxFFka07DnM0LZOEeDlSJDCg4nQhlc4Pc9dRFG+cT/GmnwmfcPohREV0bBdP7x5tadOqBSUWG8FB/giBWjnvucSN5JGaREsuhdqzdetWvv76a+BkwbBPPvkEj8fDK6+8Um5sbm4uzz77bIXrXHPNNbRs2bLCx8p4/PHHGTFiBDNnzuSzzz7zzRNQUFA44yjiWaHe2N0iH24rAiDMT8XV7asuSrQ0Yz/T1nwPQMegSH4Zdj0GTd1yxspCtlu0aOGt+lwfijbO5/iXNwOgi+lA3D0LUBmUIktVkZqayr59+4iJifGK50WLFlFYWMgFF1zQrMWzseMFcssqSaJk11KCS9sGNQYe5wHsRZ/gdmzyXlNr22EInI5Gn9xodp0LFPw9i4xPrwdJRBMYJQvnKnKc/4vc61nGYz2OtppWr2pt29LvRDzuFDQ6+e8q/NKZFG36CXdeGsc+vJrEpzeiDYr2zhsT2x6tSo1L9PBL6i7u6jTI+5gz+whpb03AkSa3uwrofRktZnyDUMf3XkmS8GwtAAkkjcBclRqPBL8ftnJdJ/9q5/uCm6+7CKvVwfVXjyQkuGbFCU/t4e7MOYourGrBA9C/T0fWL32n3DUh4JTfW7ELgpQD1ubI3LlzmTt3LiAX3gsJCaFPnz7cd999XHDBBeXG5uTk8PjjFR+4DBgwoFrxPHz4cPr378+sWbN45JFHmmUnCgUFBSVsW8EHzNlrIcsmAnBz1wCMVYTt7S3IYtKKWXgkkWi/ABaNmEawvnbFOMpwOp2cOHEC8E3IduH2Jbxx5+X8nS5iMbWg5f2L0Zir2eUqVNiqqozq8jubOhpzKIaEngBYdi5pFBtE9wmseS9Qkj3DK5xV6hj8gh/HFP6eIpwbmPwVH5HxyVRZOIfE0fKRv2olnAEEfSioZHElWo9VO16lTQBkceZx7vdeV/sF0GL6V6BS4y7IIO21MbhLToaBB+r8GFLa4q8s71mSJAr++oLDj3fzCueQUffQ4tZv6yycAaQ0K5Tm+6o7BdAzXn4fX5Zqo9Ah1nndSu8nSTzx/Fds2LzPe02lUnHv7ZNqLJwB/JPHQmkKTsmW3+pukP9J34NU2udaofkwZMgQJEkq9yWKIjk5OSxcuPA04XzkyJHTxp/6NWTIEO+4vXv3VnBHmbVr1+JyuRThrKDQjFHEs0K9OFTgYnFpuPaweEOVbaly7RbGLv2MQqcdP7WW34bfQLy57i0ojh075hVnsbFVV5atDlvKRta/cDFZJR62FxkJv/k7tCH1W/NcoSLxfNddd/Hkk08yePDgxjLLZ5g6ylVTLbuXIYm+FwWVIXoKsRV+QHHmdbhscishQRWIIfB2zJGfozMOUQrYNTC5f7zB8S9nAKCNaE3Co6vRR7Wp9TqCIKA2ypnBHmtGDcZrUZcWDfO49pd7zNRhKFGT3wDAnrqVlKf7Yj34r/fxi0t7PK/OTCFj+x8cfWEIGZ/dgGgrQtAaiLnxc6Kueq1eNRwkpwdxpxxtRLAWIcHEuFZG1ILcvWlRirXOa1fGzFe+Yearc5gw5SmOZeTUeR21KRhjm/MBKNle90KAgkYFZllAS0WKeFZQUFA4V1DCthXqjChJfLmrGAkI1KuYUkW4ttPj5tIVX3GoWPaSfD1oMj2raaVSHSaTibZt21JcXFyvfsKO4/tIfW00OreVDlEGxIF30LLr+fWy7VyiTDy73W7vtbNJ1Jk7jyB3wYt4irNxpG3H0DK5Qe8nSQ6cJfOxF38LkkW+KBhKezVfjqCquv2bQv2RJImcn58h++enADmFo+UDS9EGx1Q9sQpUxhg8JUfw2KoXzwBqbRs8rv14TsltLyNkxP8QXXay5j6AK+sQR2b2x9jxAkzth3ChSsvDB5YzMC+FghWveucYWvWhxU1foY9pf9p6tUXcWSSrZAHUycEIgkC4Uc2AFgZWpdv546iN8a2NVUYh1ZYe3ZLQ6bQkxkdVmtNcU8zdLsK67y8se1YgOqyoahD9tHXHIf7+dycajZoZ148F5NBtqcQNRe5qZisoKCgonC0o4lmhzvx9zM7+AnnTMLmdqdKNkiRJ3PLPfFadkNuJPN9zNBMTqm7tUhMiIiLqXQnTlZdO6isj8RTnEBGg4/pnFmLqMLTetp1LlIln8Qx6Zc8kfknnIej8kJw2SnYtaTDxLEkiLtsK7EWfInmySq+q0BlHow+YikqtpBCcCSTRw4lZt5O/4kNAblkWf/9iNAH1q16u9ovBBYg18DwDqHRtwAqiKwVJciII5aN6wsbcjz6mA8e/mI674DjW3cux7l4OwJRTxmnDWhI27jGCBl5X54rapyLlOJBSZc+y0NqMEHgy9HtCayOr0u3Y3BLL0uyMa1W3lJyKGHthP5b9/CJdOiZiNvvVay1zt4vImvcgksuOZc8K/JMvqnbOd/NX8tJb80hqFeMVz2Wh21KJIp4VFBQUzhWUsG2FOuH0SMzZK3vFkoI0DIo1VDr2tZ2r+PzAegCubd2Th7pcUOnYM4mnJI/UVy7ElZsKgooWt3ynCOc6UJHn2WKxUFxcjN1ubyyzfIZKZ8DYdiDQcHnPbsdOLNn/w5b/vFc4awznY474DL/gexThfIYQnTbS373MK5yNbQfS8qEV9RbOIHueATw1yHmGU4uGefC4Uioc4588lqSXDxB17XuYOg1HExiFyhhISXAsP0R34e4ulxD2zDaCh0zzjXAWJTzbCuQf/NSo2pcvDNbCrKFXpCzyF6VYcYu+rXkwoF/nenudAfQtOnor59c0dDspMQaDQYfZ5Oc9KBTK8p5tHiT32Xl4qKCgoKBQHkU8K9SJJak28kuLwkzt6I+qkjDdP9L38sBGuUfu+REJfHz+ZU0ipFd02kh9czyOjN0ARF//MQG9Lmlkq5onFeU8f/HFF7z22musWbOmsczyKaZOct6z9cDfSG7f9XUV3cex5j2DJedOPC65yIxa2w5T2BuYQp9BrW381ljnCh5LPqmvXOjt/+vfayLx9y9GbQryyfplFbdr6nmWc55L/7b+k/d8Kiq9iZBht9LygSW0ffs47T8oIHzmVp5sN5LFoa34NaPyubVFOlQCxfIhmaproJz3+x/Glnqbc+0i/xx31PlebreHS699hsXLN1U/uJYIgoC5m+xtLtm2oEaFDadeNQJL+i9sWfU+qtK2ioL5lAMJxfusoKCgcE6giGeFWuP0SPx6SA7b6x6uo21wxRVbDxXlcNWqb5CQaGkO5qdh16H3gfcD4I8//uD3338nJaVij0xVSKKHYx9MxnZAFnbhk55jbUkUv/zyS53WO9epSDyXHZA092rbZZjaDwFActqwpWys93qSWIKt8GOKM6/HZVsFgKAOxy/4IUzh76LRd633PRRqjisvnSPPDcS6fzUAwUNnEHvbPFS6yiNqakuZ51m0ZyGJ1ReYEgQdqtKiYaLzQK3ulegfSp8wuQPBdylba2doJUg2D+K+Ytm2SAOq6IpDp9sHa0kKkt/nfz9srfN7wEtvzWX+72u4cNIjrF23q25GV0GZeHblHMVxbHe147VajVc0ezGdUnFbEc8KCgoK5wRKzrNCrVly1EZBqdd5UtuKQ+gsLgeXLP+KAqcNg1rDTxdcR7iP+iW7XC7S09MRRbHavor/RZIkTsy6neLNPwMQPOxWgkc/wPZXXsHhcBAUFERiYqJP7DxXSEhIICwsrFyf7fHjx+N2uwkMDGxEy3yHoWV3VAZ/RHsx1r2rMLY5r07rSJIHp3UhjqIvkcQC+aJgQG++Cr15EoLKd2JNoWY4ju3m6KujcOfJPePDJ84kbPyjPo+QKau2DSDaTqA2Vd9eT61NQnQdxOOqnXgGuLJVd9bnpLE04wA5dgthhvqFO4u7CsEtgUr2OleGIAiMa2Xkjc1FHClysyPXVWUXhsoYfH5XEltG0blDAv37dKyP6RVi6jAUQWtActkp2b4IQ2ynWq8haFVgUIFdVDzPCgoKCucIiudZoVa4RYlfD8te5x4ROpKCTvc6S5LEtDXfsyP/OAAfn3cZ3UNb+MyG48ePe3POatvfOefX57z5jP69JhI15W3cbjfdu3cnLCyMpKQkn9l5rmA0GomIiCA09GReblxcHImJiYSEhDSiZb5DUGvwK21vY9m7sk5ruOzrKcm6CXvBm6XCWUBrHIV/5FcYAqYowrkRKNm1lJRnz5OFs6Ai+vpPCJ/wWIOklqj9Topnj6V2ec8eVwqSVLt2SJclyNELbklk/tEdtZr7X6QcB1K63JJQSPJHMFV97t4nSk+En7y9+P1w3dpWDejXmW1/fcDn79zTIP8fKr0RY2lESU3znjOz8vlr7Q7+3bDHe60sdFvxPCsoKCicGyjiWaFWrDvh8HqdL0mq2JPx+q5V3lDB/3UYwDVJPX1qQ1qa7CEym80EBQXVeF7+yk/Jnv84IBcCanHzNwgqNQaDgVGjRnH77bcTE1P3VjQKZzemDkMAsB5Yg+SuuZDxuI5gyXkIa+7DiO6jAKh1yZjDP8QYfD8qdVhDmKtQDfkrPib11VGI1kIEnZG4O34ieMi0Bruf6hTPc43bVenKekq7EF1HanW/WFMQAyPlKJq59QjdliQJz/ZC+Qc/Naq21UcQqQSBi0pzn7dlOzlax1ZO/v5GwkIbLnrFvzR027p/NR5rYbXjb73vHQaPvY+Zr845edGkiGcFBQWFcwlFPCvUisVHZO9DYoCGNkGnex/WZh7hwY3yKf7AyERe6zPO5zaUiefaeJ2Lt/7O8a9mAKBv0Ym4u36pMJ+xKRQza45IklSu2vbZiLHdYAAkhwXb0c3Vjhc9hdgK3qIk6ybcjg0AqNQtMIbMxBT2KmqdEuXQGEiihxPf3sfxL28G0YMmKIaER1fj32N8g95X0PojaOQDx5oXDWtN2cd0XUK3r0hMBmDliUOcsBbVej6AlGKBIvmwSNW54iJhFTEk1g+TVn4/XZBSM+9zZlY+n3/95xlre2fuOlr+xuPGUtrmqyqSWskHIIePHPde83rhrZ6KpigoKCgonGUo4lmhxhwtcrM3X95EXZjgd5rQzHdYuWrV13gkkSg/f+YNuQatSl3RUnWmqKiIoiJ5E1hT8Ww9+C/p710ub5RDYom/7w/UpmCf2nUuk56ezieffMLnn3+OzSYfrsybN4933nmHv/76q5Gt8x1+CT0R9LL4se5dVek4SfLgKPmFksypOC2/AiKC4I8h8DbMkZ+h9TtPOaRpJESHhfR3LiXvj9cAOZc98cn1+CX0aPB7C4KAqrTitqeG4lkQ9Kg0cl2HuojnSQldUQkCoiTxw5HttZ4vOTyIe+T3WyFMjxBT89QCg0ZgZEu5qNjfx+zk26sXl48++yU33vE6F0x4sFwBwoZCF9kabbjsnbfuXVHt+NunjWf/hs/ZtvqDkxeNpZ9xTlFpV6WgoKBwDqCIZ4Uas/io7D0waQXO+88mqizPOdVSgIDA7EFXEWUM8LkNqampAKhUqhqFWDuO7yPtjbFIThsqYxDx9/6BNiTW+/jOnTuZO3cumzdvPmsqQ59pTq1AW7bhLSgoIDc3F4vF0lhm+RxBo8WYJBcKs1aS9+x2bKMkawb2wreRpGJAhc50CeaoWejNExGEiivTKzQ8rrxjHHluIMWbfwHA3H08CY/8hTbEd/UYqqOsaJhYw17PcDJ02+OsfcupSD9/hkbJEQ5fH64+WuK/iHuKwCWBUNqaqpaHPqNa+qEWwCPJ7Q2rwul0sWuvnNbQp0e7cgUIGxJTh6EAWPZUL57jYiNo07oFOt3Jv+Ny+d8WxfusoKCgcLajiGeFGuH0SPx9TO7ZOSTWgF5dfhP10b5/vEVpHuo6lOExbRvEjvT0dAAiIyPR6aqu4OrKzyD11QvxlOQiaA3E3/3baRVV9+zZw549e9i4caPiDawjp25yy8Itu3fvzqBBg2jdunVjmdUgGNvLodvWg2uRTgktFd2ZWPNmYsm5B9F9GAC1vjvmiI/xC7odlcr3B0kKNcd2ZDMpT/fBfnQLACGj7iHujvmofNQBoKaU5T3X1PMMoNaWimfXISSp9qkRU5N6AbAuO5U9BZk1nicVOJGOyAemQisTQkDtD36CDGr6R+sBWHrUhstT+QGlTqdlzR+v892nD/PIPVfW+l51xdThAgAc6TtxF9b89+PFePL9T7Ke3akrCgoKCgqKeFaoIVuyHNhLNz5D4sr39zxQmM3d638FoF94S57ufmGD2REdHU1ERATx8fFVjvNYC0l9fQyunKMgqGgxYw7GtgNOGxcbG0tsbCxt2rSpYBWFmnCqeC7zPPfu3ZsLLriAtm0b5hClsTCWVtwWrYU4MnYjSQ7sRbMozroel20lAII6EmPIU5hCX0GtVdqeNTZF67/nyHMDcBdkgEpN9HUfEnXVawg+TimpCWUVt8UaFgyDkxW3weUtOFcbJrbsjFkjC9ivDtasR7kkSYg7Swto6VSo2tf98Gd0olw4rNAp8c9xe5VjVSoVV0wcQlDgmTvUMJZ6nqHmlfTzC4rJzimQf9CpoOwwWcl7bhasXLkSQRC8X2q1mqCgIDp06MDkyZOZP3/+GUkbKLPlqaeeoqCgoMZzvvzyS958880Gs0lBQaFqFPGsUCPWZMhe51izmnj/k2FqoiRyw5p52D1uzBo9cwZP9nme86l069aNiy++mG7dulU6RnQ5SHv7Ehyp2wCIuvY9AnpdUuHY/v37M23aNIYMGdIQ5p4TVBS2fbbi16o3lL6+S3Z9SXHm9TiKvwLJAYIevf91+Ed+gdZvoBLJ0MhIokjWT0+R/t7lpWkbgcTfu4jgoTc3mk118zy3BuTXksdZ+7xnk1bPZYly26rZhzbhqUExLumEHSnHCYCqQ4Dcz7iOJAVpvcUlFx2xnZYeI0nSGSsQVhHa4Bh00e0AsNYgdHvQRfcS0moSz732LVBaZNIkvydIFsXz3Jy44oormD17Nl9++SUvvPACo0ePZuPGjVx66aX079/fG+nWkKxcuZKnn35aEc8KCs0IRTwrVIvNLbI5SxbP/811fnfPGv7OTAHgld4Xkegfetr8M4kkimR8cp13ExQ2/jFCLphR7TxF6NSdisK2z1ZUehP6uI4AFO/5Bskjh3lq/YbgH/EFhoBrEAR9Y5qoQGlhsPcuJ+fnpwHQRbUl8Yl1mDuPaFS71KUFwyRnAZK7ZhWoBZUfKo1cHLEuRcMArisN3c6wFrH0eNVrSOIpXmd/DUJLY53ueSqjE+Q1Dhe62Z9fXmD+sXQjXc6/mXk/rWq094+y0O2aVNwua5114PDJAxDBqFTcbo4kJyczZcoUrrnmGm4Ao22LAAApvUlEQVS55RZef/119u3bx4svvsiGDRu46KKLzvouEv+lpKSksU1QUGjyKOJZoVo2Zjpxle5pzos5KQyOWQp5ZNMiAIZGtWZ6u36NYV45sr5/mKJ13wEQNOgGwic+08gWnf1UFLb9zz//8Pvvv7Nt27bGMsvnSKINW+FHaGIKAHAeLUSlaYUp7HWMIY+j0kQ2roEKALhyUzny7ACKN/4IgKnzSBKf+Bd9qXexMVGf2uu5TnnPtS8aBjAgMpFWpQebn+5fV+VYKcXiLXyl6hyIoKr/wWLfaD3Benm7sejIyUMDSZJ48qVZ7N6XyhMvzmq0oo2mjrJ4dmYewJVXtbfxfzeN54cvH+O1mTedvFia9yzZzl7xnJeXV+VXWReMMmw2W7VzXC5Xve7REAiCwIMPPsiVV17J9u3bmTt3rvexp556CkEQOHLkyGnzEhISTotgW7BgAYMHDyY8PByDwUBMTAzjx49n165dAAwZMoSnn5YP+BITE71h5F9++WWV9q1atYqjR4+WCz0/1abffvuNgQMH4u/vj8lkok+fPnz77benrTVkyBASEhI4fPgwkyZNIiQkBH9/f0D2bguCwMqVKyuddypr165lzJgxREVFodfriYqKYsSIEaxevbrS56Kg0Fw5vVGvgsJ/WJsh56m1CtQQfUpl0Qc3LsDidqJXa/jk/MtQCQ13FlNSUsLvv/9OXFwc3bt3x2g83RuSt+x9che+DICpyyiip35YqUfZYrHwww8/kJSUVOl6CjWjorDtvXv3cvToUTweT5Uh9s0BSZJw21djK3wfyZONrmUAln/Ak2fDoH8ajb76qu8KZwbrgbWkvX0JnqIsAEJG3knkla8iqJvGR53K7+QBi2jPgoCa9fpW69rhsi3zFg0ThNo9H5Wg4sY2fXh08yJ+PrqT49YioivohiA5RcS9pa2pIvSoImvemqoqNCqBES39mLffwroTDnJtHkL9ZMH52L2TefLF2dz/v0lnrML2fzG2H+L93rJnBUHnX1Pp2KEDk0+7JvipkQDOYvH8ww8/VPl4ixYtuOiii7w/lxXirIqxY8eW65oxf/78KqMPoqKiGD++YfuxlzF9+nS+++47fv/9d66++upaz1+1ahXjx4+nS5cuPPTQQwQFBXH8+HFWrFjB/v376dSpE48++ighISH89NNPvPHGG4SFhQFw3nnnVbru7Nmzee6558jJyeGNN97wXg8PDwfg448/5uabb6ZNmzY8/PDD6HQ6vv76ayZPnkxKSgqPPPJIufVKSkoYPHgwAwYM4LnnniMrK6vWz3Xfvn2MGDGCqKgo7rjjDqKiosjKyuKff/5hy5YtDBw4sNZrKig0ZZrGjkKhyWJ3S+wozX3rF33S67w28wjflLY+ua/TYFoHhDWoHenp6RQVFbF792569ep12uPFm3/lxOz/AXLv1tjb5iFoKq8Oe/jwYVJSUkhJSaFLly4NZve5gFarpUWLFqjVavR6+TUSERGBKIqEhIQ0snX1w+M+hr3gHdyODd5rpvYTyEf2HNgOrUfb8+JGsk7hVAr+/orjX0xHcjtBrSX62vcJHjKtsc0qh8oQ4f1etNW8srNa10H+RnLgcR1Co6u9F/3Gtn14autiXKKHT/ev4/Hk00PYxX2lramQvc6+ZHi8H/MPWnCLsPiojavamxEEgfGj+zNuVL9GbRWo8Q9DH9cVR9p2LLuXVymeK8TvlF7PHglBraQBNXfKDn33769btMcvv/yCKIosWbLEK2wBHnvsMe/3I0aMYM2aNfz0009cfPHFp3lzK2LKlCl8+umn2Gw2pkyZUu6xgoIC7rnnHhISEtiwYQOBgfLf8K233kr//v158sknmTJlSrmCq7m5uTzxxBNeD3hd+PPPP7FarXz33Xf07t27zusoKDQXFPGsUCW7ck+GbPeMkIWRJEncuf5nAFoYA3m46wUNbkdZf+eIiAivQCvDdngD6R9cCZKINjSeuLt/R+3nX+V6RqORpKQkbDYbAQFKG6H6oNVqy3kcgNN+bm5IkgNH8bc4ir8D5NBClaYVfkF3otF3RhMyG3deGrYDawhQxHOjIokesuY9RO6iVwFQ+4cRe/uPmNoPamTLTkfQBoBKD6IDj73mHh61NgnQAi48zt11Es+Rfv5MbNmFuSlb+Xjfvzzc9QI0pxR3lErcSIflvuxCQt1aU1VFoF7F+TEGVqXbWZZq49I2JnSlIrMs9LQxMXW4AEfadqx7liNJUo3sKRsnGE7xmNs8YD77tlaTJk2q8nGNpvxz7tChQ7VisCxEuIyJEyfW6h4NSdm+oK6h4kFBQQB8//33TJ8+/YzYvmTJEiwWC88884xXOIO837nvvvu49tpr+fXXX7n99tvLzbvnnnvqdd+y5/rzzz/TpUsXDAbfRKwoKDRVlJxnhSopKxQW4aeihVneIPyetpuNOXJe2Eu9LsKkbdgCSaIocuzYMQDi4uLKPebMOkzqG2O91XTj7lmINrj6MNrWrVszZcoUpk1rWp4phcbHZV9HSeaNOIpnAy4QjBgCb8Uc8SEafWcAjG3ksDrrgbWNaKmCx1ZE2pvjvcJZH9uZxCc3NEnhDLJIVPnJ3mexFuJZEHSlAho8zt11vv8t7fsDkG4tZEHannKPibsKQQI0AqoOVR8+1pVRCXKbwyKnyPs/r29SBQZNpS2rXLmpuLJTqhx70RWPE9f5aj74/Hf5gt8phxBnaeh2SEhIlV//PYT28/Ordo5Wq63XPRqSMtFc13vefvvt9OzZk9tuu42QkBBGjx7NW2+9RWZmHXqJ15DDhw8D0KlTp9MeK4uwKxtTRnh4eDmhXReuvPJKLrzwQp5//nmCg4MZOnQoL7zwAikpVf8dKSg0VxTxrFApkiSxJUsO2e4eoUcQBCRJ4pltSwDoGBTJVa2SG9yOzMxMb2GRU8WzuySX1NdG4ynKQtDoiLvjZwyxp39oVEVjezsUmg6iOxNL7hNYcx9B9BwHQOs3FP/IL9CbL0UQTm6Q/ZJkEWI/uhnJ7apwPYWGxZl5kJRn+lGybSEA5u7jSXhsLbrwhMY1rBrUpaHbtQnbBlDr5Crv7nqI50GRregYJOddv7H7L+91KceBVNqDWdXWH0HfMLnHrQK1tA7UkLN/P3ff9ASd+k/n4OFjDXKv2mJsNwhK63ZUV3X7aFom6Rk5HDhUarvffzzPCs2erVu3AtC+fXvvtar2C/+tyh0SEsL69etZtWoVd955J1arlXvvvZe2bdtWWITLF1SV+lDZY5XVe6nNc9XpdPzxxx9s2LCBxx57DJ1Ox9NPP02HDh0qLFSmoNDcUcSzQqWkFXvItcuege4ROgAWpe/1ep0f6za8QYuEee1ISwPAYDB4C2qIThtpb07AeULOR4qZ9gWmDkMa3BaFitm2bRsbNmzwnqqnpqaya9euM9Ins75IkgdH8TyKs27AbV8DgEoTjyn0FYwhj6FSn57P79eqjzzXZcd+bOcZtVdBLuqU8nRfnBmy9zR07MPE3fFTtekaTYGyomG18TwDaPTywaDkOYHoyavTvQVB4O5Osld+1YnDrM9ORZIkPDtKW1P5qRFam+u0dk0Z0dKPtH//BaCwxEZ8bEQ1M84MalMQhoSeAFj2VC2ep10ziicfmMKEMfIhmqASoLSaOHZFPJ8NfPzxx4Bc1KyMshoeeXnl//7sdjvHjx8/bQ2VSsWgQYOYOXMmq1atYseOHbhcLp588knvmLoc4Fc2p3Xr1gDeat6nUnatbEx1VPZcgUo9yr169eLRRx/lzz//JCUlhZCQEB566KEa3U9BoTmhiGeFStmSLYds61TQKVQWz89uWwpAu8BwLk84M1WUywRYbGys7P0WRY59fC22A7LQibjsBQL7T67xer/++ivLli2rU1VJhYrZunUrW7ZsITs7G4DVq1fz/fff82/pJrmp4nbuoyT7VuxFH4FkB8GAPmAa5oiP0Rh6VDrPEJ8MpRWc7YfXnyFrFQDyV37K0VdG4rHkIWj1tJjxDZGXPY+gah4fZyqv57l27z9lnmeoX+j2lFY9iCw9ZHhl50qkdBsUlub1dwpo8GJX58UYOP+GqQy4914uvuU6dDrf5lbXh7LQbeueFVV68e66ZSJPPXQNQwac8hnod/a3qzoXkCSJl19+mblz55KcnMzll1/ufaxt27YALF26tNycN95447QUhJycnNPWbtu2Lf7+/uUEqdksH1bl5+fX2Eaz2UxBQcFpr9ERI0ZgMpl49913y+Vq2+12XnvtNTQaDePGjavRPSp7rt9++y0ZGeXb7FX0XKOjo4mOjq5QfCsoNHfOvqoWCj6jLGS7c5gOnVpgU046/2QfBeDhLhegPgObVavV6n1jLgvZzpx7P8Ub5LYZwUNnEHrRgzVez2azsWXLFiRJIjAwkIiIpuH1aO6UtZgpa1VVRmNW0K0KSbRhL/oCp+UnQN70aPR98Au6E5Umqtr5Kp0fhtiu2I9uxnZ4PcFDb25gixUkUSTrh0fJXfAiAJrAKOLu/AW/1n0a2bLaoTLInmePvXZh2yp1OII6HMmTjdu5G63fgDrd36DRcmfHATyyaRG/Hd2FwzEMLUCQFqGFX53WrA16tcCQOD9snmSsGgG7W8SgaRoHH6aOF5C78GXchSdwHt+HPqZ99ZNKEfzUSAUusCriubmwdetWvv76a0Bu2XTw4EF+++039u/fT58+fZg/f3659mnDhw+nffv2PPHEE+Tm5pKYmMjff//Nv//+642KK+Omm24iPT2dkSNH0rJlSxwOB99//z1ZWVncf//93nF9+/YF4OGHH+aqq65Cr9fTt29fEhMTK7W7b9++/P7779xxxx3069cPtVrNuHHjCAoK4rXXXmPGjBn07t2b66+/Hq1Wy9dff83WrVt57rnnylXarop27doxfPhwPvroIyRJIjk5ma1bt/LTTz+RlJRUrkf3s88+y+LFixk7dqzX7kWLFrF582Zuu+22Gt1PQaE5oYhnhQqxuyX258tvjt3CZa/zR/v+ASBUb+SKxOQzYofb7aZ169YcO3aM2NhYche/Td4frwNgTh5L1DXv1CrsyeFw0KlTJw4dOkRSUs16rCpUT1mv5zLxfMUVVwBNM6fcZf8XW8FbSB7Z8yeogjAE3o7Wb0it7PVr1ccrnhUaFtFpI+PjqRRt+B4AfWwX4u9ZgDY0rpqZTY+6FAwrQ63tgNuTXS/PM8CMdv15btsyrlN3RGsvtatT4Bn7ex0e78eiIzZsbok1GQ6GxTe8aK8JfknnyXnPkojt4D+1Es+UVtyWHIp4bi7MnTuXuXPnolKpMJvNREdH07NnT1544QUmTJhwWt9xtVrNL7/8wh133ME777yDTqdj5MiRrFq1ivPPP7/c2GuuuYYvv/ySr776iuzsbAICAmjfvj1z5szhqquu8o4r66/80UcfceONN+LxePjiiy+qFM933XUXBw4c4Ntvv+W9995DkiRSUlIwmUzcfPPNREdH8/LLLzNz5kwkSaJz58588803TJ5c8wg9kHtK/+9//+Obb75h9uzZDBw4kBUrVnDLLbdw5MgR77iLL76Y48ePM2/ePDIzMzEYDCQlJfH+++8zffr0Wt1TQaE5IEhN1TXUTCkqKiIwMJDCwsIGqQxpOzyHgr+uBiBqqgehgXKOt2Y5eGGDnAf32qAQ/PUuWsydicXt5L7Og3mld81Cf3yFJEkUb/qZ9HcvBUnCkNCThEdWodKb6rSeKIpewadQf+bOnUthYSHdu3dvsn0eRU8e9sL3cNlWeq9pjWPwC5yOoKp9rmzBX1+Q8dkNIAi0+6CwWeTbNkfcRdmkvTUB20H58M7UZRSxt81F7dc8W8xZD31N4Wq5j3DUtU4EVc3Dlh0lP2IvfB/QEhDzK4Kgq7MdT6xfxIz0JCJURqzBAgGDq+9SUF/e/+w3QoP9uXT8QJ7bUMTuPBcJARpeHBDcZA7aDj3WDUfadoKGTCfm+o8qHff869+ydNUWLpswkFtuGIe4rwhxTzEYVGhGRZ9Bi+u/77Db7aSkpJCYmKi0GVI4Z1H+DhRqiqIeFCpkZ67sdQ7Wyy2qvjm0GYtbDuOe3rbfGbfHduhfjn04GSQJbVgC8Xf/XmfhDCjC2cdUFrbdFJAkEadlAcWZ13uFs0oThynsdYzB99ZJOAMYSouGIUnYj272kbUKp+LI2EvKM/28wjl46Azi7/6t2QpnAHVpwTAA0Z5dq7kaXZfS71x4nHvrZccDxj5EqORKu8+61tVrrZpQVGThoac/58ppL/Dos18woqXsbT5S5OZQobua2WcOv9by55vtUNX1Ghav2MyK1dtYunKLfKGsQrlDbLLpKgoKCgoK9UdREAoVsjNHFsqdQrUIgsDH++XN1fCYNrQJDD+jtjhOHCDtjXFILjsqUzDx9y5CE1R9XqrCmaPsMKKsaIrT6cRqtWK32xvTLDzudCw592IreB2kEkCD3v8auSCYvn4F7/Qx7VEZ5GIvSui277HsWUnKs+f9v717D2rqTvsA/j0kJNwERQqIAooXLKIiaK0UXVCL1dYualt3xhuKju6u6+1lZ2zrbNfuOO66TK07ipfdeuv72kHtYDt13lZmisorblWQ1hVLUUQQUUSEcAsJ4bx/RMCAEBKSHBK+nxlm5OTknOc8Hs7Jk9/lQPu4CBAE+P0mBf4rUiHI7Hu0UeuEYYDpk4Y5OY8EBP2Xhs1NP5odg9ikg0uxfkLILzQ/4++ll5Bbad2Z8cvKn2BUiL51e9WSOXjFXwlPhb61+dy9Rqvu2xRuz4rnpvv/ga6xtsv13op/BQlvRuONWZP1C55124YIQNN3nl9NRESWZd+fQsgq6jQtKFbpWwLCfRS4Vf0IP1bpZ1dMGm27yXny8vJQVlQA+dk/IrD5CQRnJYI2fW3aOLTnXL9+HQ8ePEBoaCjHO1tYx5bnM2fOID8/H6GhoQbju2xFFHXQ1H0JteoIAP0XQTJFOFwHbobMebhF9iE4yeAyfDIafj7P4tnCan5IQ9nBZYBOC0HhiqFr/xuekxdKHZZFtE4YBpg+7lkQZJArx6NZ/W80a34yO4aWglqgWYQoAHta9C2nG344g6x5v7da9+mXQ4OQk7kX/7lVjNDR+rHqcYGu+OpOAy4/UCMxzANuztJ/n+866lnPqmfjnj3Gx79wveQ/vIvk534XXJ6LXd3S3hJNREQORfo7FfU5+VVatHY6GzdYgVPF+hYON7kz5geGdf1GCysqLMCPR99HaYn+Oc8Ba47DbYx5M8wCwE8//YSrV6/ihx+s30Wxv+lYPLd+AJei+6JOew/1jzfqHz8FDSC4wsVrI9x9dluscG7lGqIf360uzrHodvuzJ+f+gbLU3wA6LWSevhi+9bzDFM4A4OTSPiuvqTNuA4Bcoe8xodPchChqjazdmVjfDPFuvT6W4e5YFzkdAHCpohjHb18zeXumEAQB48PaJ0KaGagfV6hpAS6XN1l13z2lGDIWMi/9Fxz1tzJ7/sbnimVOGkZE5LhYPHeQkpKCcePGITw8vO0RBv1Na5dtPzcn+LrJcPKuvnh+a1gY3J2VNomhsaEev5z+KzSP78LfHfD7TQq8pr5n/I1dEEURvr6+GDhwIFudrSA6Ohq//vWvERmpfzZyTEwMlixZgtjYWJvFIIo6qGu/QF3FWui0twAAcuVkDPD9DEqPt60yuZ5LsP54tY/vQlff8+d0UmeiKOLRyffx6H82AgCcfUdixLZsu3sUlTGCkxyCcjAA07ttA4BMOUH/D7EJOs0vJr+/5ZZK37VYJsApdABWjZ6CqS/pH1/zx2vf4GlTg8nbNKarL9H83eUI89ZPmJZZ2je6bguCAPexsQCA+lvf9+g9T6pUyM57bgy6mt22iYgcFYvn59y4cQMnTpxATk4Orl27hv3796O6ulrqsGzu5pPW8c4K3Hz6EDer9a0j743o3RjRnhJFEXn7fwt1SR4A4OW31sL7jS292qYgCJg7dy42btzYZ2eDtmfe3t7w8/Nrm+l1yJAhGD16NAICrD+DLwDotEWof7weTap/AdACgjtcBybDbfBf4ST3M/p+c7kMj2z7t/redavtx9GJzVo8+Neqtmc4uwRHYsS2S1D4jZQ4MutonTTMvMdVjQYE/URfzRrTxj2L1RqI9/VFqjDKA4KLDE6CE1JfXQgnQcBjdT02/vCVyTF15/pPtzFx+m/x2effQqPp3FIe+6z1ubC6Gfdr+8bEYe4vzwQAqO9eg65R1e26WZdvYHzMWry99CPoWgfCqe2z5ZkTnVF/xvOfeorF83Nu3bqF6OhouLi4wMXFBREREfj222+lDsumajUtuF+nv/GHeStw8lmXbXe5AnOHmTfW2FRV3+1GwbnPAQD+Y6cgZNU+i43DEwSBM207EFFshlp1HHUVv4VOq2+FkyunYoDfZ1C4z7X6428UvqPaJw0r5ozb5mhpakDpPxag5v+OAgDcw2Yh+P3zkHtZ70sPqbVOGtbSaHq3bUGQQa4YBwDQmThpWEv+s0JQ4QSnUR5tyyN9hmFTmL779ud3cnDqrvmTkXX06YF03Mi/i60fH4ZO17lFdqq/C1zl+r/TvtL67Db2V/p/iC1oLLra7bqeA9zwpKoW1TX1UGn0EyTaW7ft1mE3Wq3pwwCIHEXr+d/x+d5EHdlVFXHx4kXMnz8fAQEBEAQBZ86c6bROampq2zPaoqKikJWV1ePth4eHIzMzE9XV1aiursb333+PsrIyCx5B3/fL0/abZ6i3M04X6yelmR8YBje5+c8U7SnVlVN4eOK/8LAeULw0AhNW7oLgxAuZvWidbdsWdNoi1D3+PZpqjwFohiAMgOugrXAbvANOMtvMCC84OcElaBIA8HFVZtDVP8W9XbNR9+NZAIDn1MUI3HLW4Z+Z3TppmDktzwAgV0YAAJo1NyCKmh69R6xsglihH1fsFDoAQofJuXZEzkX4s6cYrM0+jfv11WbF1tGi+TGYPi0c6xLfhKtr52E/LnIB0UP0yy+WqdHcIn3rj8JvNJyePQ5NXdz9OPCJ4SOxP+UPuPDN3+Ht76VfaGfdtp2dnaFUKlFTU8PWN+qXRFFETU0NlEolnJ2dpQ6H+ji7mm27vr4eEydOxMqVK7Fo0aJOr6elpWHTpk1ITU3Fa6+9hoMHD2Lu3LnIz89HUJB+TFdUVBSamjpPTHLu3DmEhYVhw4YNmDlzJry8vDBlyhTI5d2nqKmpyWB7NTU1AACVqvuuXuZqrG1A7bMv591UKouP48wtqYO2oREDFU54WNWA/PISAED8oOFWO6ZWDbcvo3TvUjytA2oVgzH4tSR4+/r3er9VVVXIyspCSEgIxo4dywujFWRnZ6OgoAB+fn6YN28eLly4gMLCQgQEBGDevHkW3Zd+Ju10qGtPANB/2SN3mQZXr3VQN3tDXdv142WsQes7DnX/yULTL1fhaeW/EUfSrKpE6T8S0FR6AwAwaOZaDHj3r6hrbAIa+8bkUdZS1zIQjY1AY9UDyM04Z3SaUNTVNgNohk7+b8hdIrpdXxRF6K49ARo0gIsMMm8PCC/Y74FJ8xH37X48baxGwtlD+N/XV0PZy0eDxb42DrGvjYNOp+vyWj7ZS4tvC2rxpAG4eAeY7GebuTW6o/WfiMaCLCD/MhTTu/8/euftaQAA1fUqiA1qCFVNkKls9/GqNa+9KXx9fHxQVlaG+/fvw8vLC87OzlbvuUMkNVEUodVqUVNTg7q6OgwdOlTqkMgOCKKdfs0oCALS09ORkJDQtmzq1KmIjIzE/v3725a9/PLLSEhIwM6dO03ex+rVq7FgwQK8+eabXa7z5z//Gdu3bzd520RERESWcufOHYSEhJj9fpVKhcrKyhc2MBA5MqVSCR8fn7Z5W4i6Y1ctz93RaDTIycnB1q1bDZbHx8cjOzu7x9upqKiAr68vCgoKcOXKFRw4cKDb9d9//31s2dI+mVV1dTWCg4NRUlICLy8v0w7CwahUKgQGBqK0tJQXJDAfHTEfhpgPQ8yHIeajHXNhqKamBkFBQfD29u7Vdjw9PeHp6QmtVtv22EEiRyeTydgjkUziMMVzZWUldDod/PwMJ5nx8/PDw4cPe7ydhIQEVFdXw93dHUeOHDHabVupVEKp7NzFzMvLizf1Z1pvyKTHfBhiPgwxH4aYD0PMRzvmwpClJsN0dnZmMUFE1AWHKZ5bdRyjI4qiSeN2TGmlJiIiIiIiov7Brmbb7o6Pjw9kMlmnVuaKiopOrdFEREREREREpnCY4lmhUCAqKgoZGRkGyzMyMhAdHW2zOJRKJT766KMXduXub5gLQ8yHIebDEPNhiPkwxHy0Yy4MMR9ERLZjV7Nt19XV4fbt2wCASZMm4ZNPPkFcXBy8vb0RFBSEtLQ0LFu2DAcOHMC0adNw6NAh/POf/8TNmzcRHBwscfRERERERERkr+yqeD5//jzi4uI6LV+xYgWOHj0KAEhNTcWuXbtQXl6O8PBw7N69GzNmzLBxpERERERERORI7Kp4JiIiIiIiIpKCw4x5JiIiIiIiIrIWFs9ERERERERERrB4JiIiIiIiIjKCxbNECgoKEBER0fbj6uqKM2fOSB2W5BoaGhAcHIzk5GSpQ5HcggULMGjQILzzzjtSh2JzpaWliI2NRVhYGCZMmIBTp05JHZKk5HJ527Vi9erVUocjud27d2PcuHEICwvDhg0b0B+n7ujq+tBfrxvdHXd/u6+8KBf8zEFEZBmcMKwPqKurw/Dhw3Hv3j24u7tLHY6kPvzwQxQWFiIoKAgpKSlShyOpzMxM1NXV4dixYzh9+rTU4dhUeXk5Hj16hIiICFRUVCAyMhIFBQX99u/Dx8cHlZWVUofRJzx+/Bivvvoqbt68CWdnZ8yYMQMpKSmYNm2a1KHZVFfXh/563ejuuPvbfcXYOcDPHERE5mPLcx/w9ddfY9asWf3+JlZYWIiff/4Z8+bNkzqUPiEuLg4DBgyQOgxJDBkyBBEREQAAX19feHt7o6qqStqgqM9obm6GWq2GVquFVquFr6+v1CHZXFfXh/563ejquPvjfcXYOcDPHERE5mPx3IWLFy9i/vz5CAgIgCAIL+zelJqaihEjRsDFxQVRUVHIysoya18nT57E4sWLexmxddkiH8nJydi5c6eFIrYuW54f9siS+bl27RpaWloQGBho5aitwxK5UKlUiIqKQkxMDC5cuGCjyK2jt/l46aWXkJycjKCgIAQEBGD27NkYOXKkDY+g93j9MGTNfNjTfQWwzblhD585iIj6KhbPXaivr8fEiROxd+/eF76elpaGTZs24cMPP8T169cxffp0zJ07FyUlJW3rREVFITw8vNPPgwcP2tZRqVS4dOlSn/9W3Nr5+OqrrzBmzBiMGTPGVofUK7Y6P+yVJfIDAE+ePMHy5ctx6NAhW4RtFZbIRXFxMXJycnDgwAEsX74cKpXKVuFbXG/z8fTpU3zzzTcoLi5GWVkZsrOzcfHiRVseQq9Z6u/DUVgrH/Z2XwGsf27Yy2cOIqI+SySjAIjp6ekGy1555RVx3bp1BsvGjh0rbt261aRtHz9+XFyyZElvQ7Qpa+Rj69at4rBhw8Tg4GBx8ODBoqenp7h9+3ZLhWxV1jw/MjMzxUWLFvU2REmZmx+1Wi1Onz5dPH78uC3CtAlLnCtvvPGGePXqVWuFaFPm5OPkyZPi7373u7bXdu3aJf7tb3+zeqzW0ptzoqvrgz1fNyyZD3u+r4iidc4Ne/zMQUTUl7Dl2QwajQY5OTmIj483WB4fH4/s7GyTtuUI3acskY+dO3eitLQUxcXFSElJwZo1a/CnP/3JGuFanSXPD0fUk/yIoojExETMnDkTy5YtkyJMm+hJLp4+fYqmpiYAwP3795Gfn4+QkBCbx2oLPclHYGAgsrOzoVarodPpcP78eYSGhkoRrlXw+mGoN/lwpPsKYJlzwxE+cxARSUkudQD2qLKyEjqdDn5+fgbL/fz88PDhwx5vp6amBleuXMGXX35p6RBtylL5cBSWysecOXOQm5uL+vp6DBs2DOnp6ZgyZYqlw7W5nuTn0qVLSEtLw4QJE9rG/H3++ecYP368rcO1qp7k4tatW1i7di2cnJwgCAL27NkDb29vKcK1up7k49VXX8W8efMwadIkODk5YdasWXj77belCNcqenr96Or64GjXjd7mw5H0NheO8pmDiEhKLJ57QRAEg99FUey0rDteXl549OiRpcOSTG/z0SoxMdFCEUmrt/n47rvvLB1Sn9JdfmJiYtDS0iJFWJLoLhfR0dG4ceOGFGFJxtjfzo4dO7Bjxw5bh2VTxnLQ1fXBUa8b5uajlaPcVwDzc+FonzmIiKTAbttm8PHxgUwm69SKWFFR0ekb4f6A+TDEfHSP+WnHXBhiPpiDjpiPdswFEZH0WDybQaFQICoqChkZGQbLMzIyEB0dLVFU0mE+DDEf3WN+2jEXhpgP5qAj5qMdc0FEJD122+5CXV0dbt++3fb73bt3kZeXB29vbwQFBWHLli1YtmwZJk+ejGnTpuHQoUMoKSnBunXrJIzaepgPQ8xH95ifdsyFIeaDOeiI+WjHXBAR9XFSTfPd12VmZooAOv2sWLGibZ19+/aJwcHBokKhECMjI8ULFy5IF7CVMR+GmI/uMT/tmAtDzAdz0BHz0Y65ICLq2wRRFEWrVOVEREREREREDoJjnomIiIiIiIiMYPFMREREREREZASLZyIiIiIiIiIjWDwTERERERERGcHimYiIiIiIiMgIFs9ERERERERERrB4JiIiIiIiIjKCxTMRERERERGRESyeiYiIiIiIiIxg8UxERERERERkBItnIiIJxMbGQhAECIKAvLw8i247MTGxbdtnzpyx6LaJiIiI+isWz0REZpgxY0Zbgfr8z5IlSwAA27Ztw969e7vdxpo1a1BeXo7w8PAe7XP+/PmYPXv2C1+7fPkyBEFAbm4u9uzZg/LyctMOiIiIiIi6JZc6ACIieyOKIvLy8pCSktJWLLfy8PAAAKSnp+OLL77odjtubm7w9/fv8X6TkpKwcOFC3Lt3D8HBwQavHT58GBEREYiMjAQAeHl59Xi7RERERGQcW56JiExUWFiI2tpazJgxA/7+/gY/Hh4eePDgAXx8fDBhwgSTtiuKInbt2oWQkBC4urpi4sSJOH36dNvrb731Fnx9fXH06FGD9zU0NCAtLQ1JSUmWODwiIiIiegEWz0REJsrJyYFcLu+yOM7IyMD69etN3u62bdtw5MgR7N+/Hzdv3sTmzZuxdOlSXLhwAQAgl8uxfPlyHD16FKIotr3v1KlT0Gg0nVrBiYiIiMhyWDwTEZkoNzcXOp0OgwcPhoeHR9vPmjVrAABFRUVYsGCBSdusr6/HJ598gsOHD2POnDkICQlBYmIili5dioMHD7att2rVKhQXF+P8+fNtyw4fPoyFCxdi0KBBFjk+IiIiIuqMY56JiEyUk5ODd999Fzt27DBY3lq8bt++3eRt5ufnQ61W4/XXXzdYrtFoMGnSpLbfx44di+joaBw+fBhxcXG4c+cOsrKycO7cOTOOhIiIiIh6isUzEZGJrl+/jo8//hijRo2y2DZbWloAAGfPnsXQoUMNXlMqlQa/JyUlYf369di3bx+OHDmC4OBgzJo1y2KxEBEREVFn7LZNRGSCoqIiVFdXG7QGW0JYWBiUSiVKSkowatQog5/AwECDdd977z3IZDKcOHECx44dw8qVKyEIgkXjISIiIiJDbHkmIjJBTk4OAMDPzw8PHz40eM3X1xdOTuZ9JzlgwAAkJydj8+bNaGlpQUxMDFQqFbKzs+Hh4YEVK1a0revh4YHFixfjgw8+QE1NDRITE80+HiIiIiLqGRbPREQmyM3NBQCMGTPGYLmzszNqa2s7dbE2xV/+8hf4+vpi586dKCoqwsCBAxEZGYkPPvig07pJSUn47LPPEB8fj6CgILP3SUREREQ9I4jPP++EiIhsIjY2FhEREfj000+ttg9BEJCeno6EhASr7YOIiIiov+CYZyIiiaSmpsLDwwM3btyw6HbXrVsHDw8Pi26TiIiIqL9jyzMRkQTKysrQ2NgIAAgKCoJCobDYtisqKqBSqQAAQ4YMgbu7u8W2TURERNRfsXgmIiIiIiIiMoLdtomIiIiIiIiMYPFMREREREREZASLZyIiIiIiIiIjWDwTERERERERGcHimYiIiIiIiMgIFs9ERERERERERrB4JiIiIiIiIjKCxTMRERERERGRESyeiYiIiIiIiIxg8UxERERERERkxP8DY8JWoW8b3XsAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mycolors = np.array([np.array([230,159, 0.]),\n", " np.array([ 86,180,233.]),\n", " np.array([ 0,158,115.]),\n", " np.array([240,228, 66.]),\n", " np.array([ 0,114,178.]),\n", " np.array([213, 94, 0.]),\n", " np.array([201,121,176.])])\n", "mycolors *= 1./255\n", "\n", "fig, axs = plt.subplots(3, 1, figsize=(7, 13)) # , gridspec_kw={'width_ratios': [1,1]}\n", "\n", "##############\n", "## Particle densities\n", "##############\n", "\n", "ax1 = axs[0]\n", "plt.sca(ax1)\n", "\n", "\n", "egrid_ele = am3.get_egrid_lep()\n", "egrid_had = am3.get_egrid_had()\n", "\n", "\n", "ele_mass = (const.m_e * const.c ** 2).cgs.to(u.eV).value\n", "pro_mass = (const.m_p * const.c ** 2).cgs.to(u.eV).value\n", "\n", "colors = sns.color_palette(\"hsv\", n_colors=10)\n", "color_ele_primary = colors[-1]\n", "color_ele_secondary = colors[-2]\n", "color_pro = colors[5]\n", "\n", "color_muon = sns.xkcd_rgb['leafy green']\n", "color_pion = colors[-7]\n", "\n", "\n", "plt.loglog(egrid_ele, \n", " am3.get_electrons() * egrid_ele*u.eV.to(u.GeV),\n", " c=mycolors[0],\n", " label='Primary e$^-$')\n", "plt.loglog(egrid_ele, \n", " am3.get_injection_rate_electrons() * egrid_ele*u.eV.to(u.GeV) * am3.get_escape_timescale(), \n", " c=mycolors[0], ls='--',\n", " label='Primary e$^-$ (no cooling)')\n", "plt.loglog(egrid_ele, \n", " am3.get_pairs_photopion() * egrid_ele * u.eV.to(u.GeV), \n", " c=mycolors[3],\n", " label=r'e$^\\pm$ from $\\pi$,$\\mu$ decay')\n", "\n", "plt.loglog(egrid_ele, \n", " am3.get_pairs_bethe_heitler() * egrid_ele * u.eV.to(u.GeV), \n", " c=mycolors[1],\n", " label=r'e$^\\pm$ from $\\rm{p}\\gamma\\rightarrow \\rm{p}\\,\\rm{e}^\\pm$')\n", "\n", "\n", "plt.loglog(egrid_ele, \n", " am3.get_pairs_annihilation() * egrid_ele * u.eV.to(u.GeV), \n", " c=mycolors[2],\n", " label=r'e$^\\pm$ from $\\gamma\\gamma\\rightarrow \\rm{e}^\\pm$')\n", "\n", "\n", "plt.loglog(egrid_had, \n", " am3.get_protons() * egrid_had*u.eV.to(u.GeV) ,\n", " c=mycolors[5],\n", " label='Primary protons')\n", "\n", "plt.loglog(egrid_had, \n", " am3.get_injection_rate_protons() * egrid_had*u.eV.to(u.GeV) * am3.get_escape_timescale(),\n", " c=mycolors[5], \n", " ls='--',\n", " lw=2,\n", " label='Primary protons (no cooling)')\n", "\n", "plt.loglog(egrid_had, \n", " am3.get_pions() * egrid_had * u.eV.to(u.GeV), \n", " c=color_pion, ls='-',\n", " label=r'$\\pi^\\pm$')\n", "\n", "\n", "plt.loglog(egrid_had, \n", " am3.get_muons() * egrid_had * u.eV.to(u.GeV), \n", " c=color_muon, ls='-',\n", " label=r'$\\mu^\\pm$')\n", "\n", "plt.annotate(\"Particle densities\\nJet rest frame\", \n", " (1.5e5,4e2), \n", " fontsize=13, \n", " horizontalalignment='left',\n", " verticalalignment='top')\n", "\n", "plt.legend(loc=(0,0),ncol=1,bbox_to_anchor=(1.03,0),fontsize=13)\n", "plt.xlabel(r\"$E^\\prime$ [eV]\")\n", "plt.ylabel(r\"$E^{\\prime2} dN/dE^\\prime$ [GeV cm$^{-3}$]\")\n", "plt.axis([1e5,1e17,1e-13,1e3])\n", "\n", "\n", "\n", "\n", "##############\n", "## Timescales\n", "##############\n", "\n", "ax2 = axs[1]\n", "plt.sca(ax2)\n", "\n", "\n", "egrid_ele = am3.get_egrid_lep()\n", "egrid_pro = am3.get_egrid_had()\n", "egrid_pho = am3.get_egrid_photons()\n", "\n", "ele_mass = (const.m_e * const.c ** 2).cgs.to(u.eV).value\n", "pro_mass = (const.m_p * const.c ** 2).cgs.to(u.eV).value\n", "\n", "colors = sns.color_palette(\"hsv\", n_colors=10)\n", "color_ele_primary = colors[-1]\n", "color_ele_secondary = colors[-2]\n", "color_pro = colors[5]\n", "\n", "color_muon = colors[-10]\n", "color_pion = colors[-7]\n", "\n", "\n", "plt.loglog(egrid_ele, \n", " am3.get_t_pair_syn(),\n", " c=mycolors[0],\n", " label='e synchrotron')\n", "plt.loglog(egrid_ele, \n", " am3.get_t_pair_compton(), \n", " c=mycolors[0], ls='--',\n", " label='e inverse Compton')\n", "\n", "plt.loglog(egrid_had, \n", " am3.get_t_proton_bethe_heitler(), \n", " c=mycolors[1],\n", " label=r'$\\rm{p}\\gamma\\rightarrow \\rm{p}\\,\\rm{e}^\\pm$')\n", "\n", "plt.loglog(egrid_pho, \n", " am3.get_t_photon_annihilation(), \n", " c=mycolors[2],\n", " label=r'$\\gamma\\gamma\\rightarrow \\rm{e}^\\pm$')\n", "\n", "plt.loglog(egrid_had,\n", " am3.get_t_proton_photopion(), \n", " c=mycolors[3],\n", " label=r'$\\rm{p}\\gamma\\rightarrow \\rm{p}\\pi\\cdots$')\n", "\n", "plt.loglog([egrid_ele[0], egrid_had[-1]], \n", " np.full(2, am3.get_escape_timescale()),\n", " c='k',\n", " lw=0.5,\n", " label=r'Escape ($R_\\mathrm{b}^\\prime/c$)')\n", "\n", "\n", "plt.annotate(\"Interaction timescales\\nJet rest frame\", \n", " (1.5e7,5e11), \n", " fontsize=13,\n", " horizontalalignment='left',\n", " verticalalignment='top')\n", "\n", "plt.legend(loc=(0,0),ncol=1,bbox_to_anchor=(1.03,0),fontsize=13)\n", "plt.xlabel(r\"$E^\\prime$ [eV]\")\n", "plt.ylabel(r\"$t^\\prime$ [s]\")\n", "plt.axis([1e7,1e20,1e1,1e12])\n", "\n", "\n", "##############\n", "## Jet frame SED\n", "##############\n", "\n", "ax3 = axs[2]\n", "plt.sca(ax3)\n", "\n", "\n", "# Energy arrays in source frame\n", "egrid_pho = am3.get_egrid_photons()\n", "egrid_nu = am3.get_egrid_neutrinos()\n", "\n", "# Get individual SED components\n", "\n", "all_nu = am3.get_neutrinos() * egrid_nu * u.eV.to(u.GeV)\n", "external_pho = am3.get_injection_rate_photons() * am3.get_escape_timescale() * egrid_pho * u.eV.to(u.GeV)\n", "injected = am3.get_photons_injected_electrons_syn_compton() * egrid_pho * u.eV.to(u.GeV)\n", "annihil = am3.get_photons_annihilation_pairs_syn_compton() * egrid_pho * u.eV.to(u.GeV)\n", "all_photons = am3.get_photons() * egrid_pho * u.eV.to(u.GeV)\n", "bheitler = am3.get_photons_bethe_heitler_pairs_syn_compton() * egrid_pho * u.eV.to(u.GeV)\n", "pgamma = am3.get_photons_photo_pion_pairs_syn_compton() * egrid_pho * u.eV.to(u.GeV)\n", "pi0decay = am3.get_photons_pi0_decay() * egrid_pho * u.eV.to(u.GeV)\n", "proton_syn_ic = am3.get_photons_protons_syn_compton() * egrid_pho * u.eV.to(u.GeV)\n", "\n", "\n", "# Create plot\n", "\n", "\n", "\n", "# Plot components\n", "plt.loglog(egrid_pho, injected,\n", " c=mycolors[0],\n", " lw=1.7,\n", " label=r'Primary e$^{-}$')\n", "plt.loglog(egrid_pho, bheitler,\n", " c=mycolors[1],\n", " lw=1.7,\n", " label=r'p$\\gamma\\rightarrow$pe$^+$e$^-$')\n", "\n", "plt.loglog(egrid_pho, annihil,\n", " c=mycolors[2],\n", " lw=1.7,\n", " label=r'$\\gamma\\gamma\\rightarrow$e$^+$e$^-$')\n", "plt.loglog(egrid_pho, pgamma,\n", " c=mycolors[3],\n", " lw=1.7,\n", " label=r'p$\\gamma\\rightarrow\\pi\\rightarrow\\mu\\rightarrow$e')\n", "plt.loglog(egrid_pho, proton_syn_ic,\n", " c=mycolors[5],\n", " lw=1.7,\n", " label='Proton syn+IC')\n", "plt.loglog(egrid_pho, pi0decay,\n", " c=sns.xkcd_rgb['navy blue'], \n", " ls=':',lw=1.7,\n", " label=r'$\\pi^0\\rightarrow\\gamma\\gamma$')\n", "\n", "# Plot all-flavor neutrino spectrum\n", "plt.loglog(egrid_nu, all_nu, label=r'$\\nu$ (all flavors)',\n", " lw=1.7, color=sns.color_palette(\"colorblind\",12)[6])\n", "\n", "\n", "# Plot external photons\n", "plt.loglog(egrid_pho, blr_pho, # obs frame, erg/cm2/s\n", " lw=1.7, c='k', ls=':',alpha=0.5,label=r'BLR')\n", "plt.loglog(egrid_pho, torus_pho, # obs frame, erg/cm2/s\n", " lw=1.7, c='k', ls='--',alpha=0.4,label=r'Dust torus')\n", "\n", "plt.xlabel(r\"$E^\\prime$ [eV]\")\n", "plt.ylabel(r\"$E^{\\prime2} dN/dE^\\prime$ [GeV cm$^{-3}$]\")\n", "plt.axis([1e-7,1e17,1e-9,1e2])\n", "\n", "plt.annotate(\"Photon emission\\nJet rest frame\", \n", " (3e-7,6e1), \n", " fontsize=13, \n", " horizontalalignment='left',\n", " verticalalignment='top')\n", "\n", "plt.legend(loc=(1.03,0), fontsize=13,frameon=1,ncol=1)\n", "\n", "plt.tight_layout(rect=(0.5,0,1,1))\n", " \n", "plt.savefig(\"blazar_plots.png\",dpi=300,bbox_inches='tight')\n", "\n", "plt.show()\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Multi-wavelength fluxes in the observer's frame, including EBL attenuation" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "EBL data downloaded from gammapy-extras and saved as data/ebl/ebl_dominguez11.fits.gz\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/marc/micromamba/envs/grb/lib/python3.12/site-packages/astropy/units/quantity.py:671: RuntimeWarning: divide by zero encountered in divide\n", " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n", "/Users/marc/micromamba/envs/grb/lib/python3.12/site-packages/astropy/units/quantity.py:671: RuntimeWarning: overflow encountered in exp\n", " result = super().__array_ufunc__(function, method, *arrays, **kwargs)\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "# Import EBL attenuation cutoff from gammapy\n", "# ##########################################\n", "\n", "# Download data\n", "\n", "import requests\n", "url = 'https://github.com/gammapy/gammapy-extra/raw/master/datasets/ebl/ebl_dominguez11.fits.gz'\n", "\n", "os.makedirs('data/ebl', exist_ok=True)\n", "local_filename = 'data/ebl/ebl_dominguez11.fits.gz'\n", "\n", "response = requests.get(url)\n", "with open(local_filename, 'wb') as f:\n", " f.write(response.content)\n", "\n", "print(f\"EBL data downloaded from gammapy-extras and saved as {local_filename}\")\n", "\n", "# Implement Spectral attenuation model\n", "\n", "from gammapy.modeling.models import (\n", " EBLAbsorptionNormSpectralModel,\n", " Models,\n", " PowerLawSpectralModel,\n", " SkyModel,\n", ")\n", "os.environ[\"GAMMAPY_DATA\"] = \"./data/\"\n", "dominguez = EBLAbsorptionNormSpectralModel.read_builtin(\"dominguez\", redshift=0.)\n", "\n", "\n", "# Conversion factors\n", "# ##################\n", "\n", "z = 0.19\n", "\n", "# Jet frame -> obs. frame\n", "energy_conversion = lorentz / (1 + z) \n", "\n", "# erg/cm3, source frame -> erg/cm2/s, obs. frame\n", "lum_dist = cosmo.luminosity_distance(z).cgs.value\n", "density_to_lum = 4 * np.pi * (3e10 * am3.get_escape_timescale()) ** 2 * const.c.cgs.value\n", "lum_to_flux = 1./(4 * np.pi * lum_dist ** 2)\n", "spectrum_conversion = density_to_lum * lum_to_flux * lorentz ** 4\n", "\n", "# Energy arrays in source frame\n", "egrid_pho = am3.get_egrid_photons()\n", "egrid_nu = am3.get_egrid_neutrinos()\n", "\n", "# Energy arrays in observer's frame\n", "egrid_pho_obs = egrid_pho * energy_conversion\n", "egrid_nu_obs = egrid_nu * energy_conversion\n", "\n", "# Implement attenuation\n", "atten = dominguez.evaluate(egrid_pho_obs * u.eV, 0.19, 1.0) \n", "\n", "\n", "# Get individual SED components from AM3\n", "# ######################################\n", "\n", "all_nu = am3.get_neutrinos() * egrid_nu * u.eV.to(u.erg) * spectrum_conversion\n", "external_pho = am3.get_injection_rate_photons() * am3.get_escape_timescale() * egrid_pho * u.eV.to(u.erg) * spectrum_conversion * atten\n", "injected = am3.get_photons_injected_electrons_syn_compton() * egrid_pho * u.eV.to(u.erg) * spectrum_conversion * atten\n", "annihil = am3.get_photons_annihilation_pairs_syn_compton() * egrid_pho * u.eV.to(u.erg) * spectrum_conversion * atten\n", "bheitler = am3.get_photons_bethe_heitler_pairs_syn_compton() * egrid_pho * u.eV.to(u.erg) * spectrum_conversion * atten\n", "pgamma = am3.get_photons_photo_pion_pairs_syn_compton() * egrid_pho * u.eV.to(u.erg) * spectrum_conversion * atten\n", "pi0decay = am3.get_photons_pi0_decay() * egrid_pho * u.eV.to(u.erg) * spectrum_conversion * atten\n", "proton_syn_ic = am3.get_photons_protons_syn_compton() * egrid_pho * u.eV.to(u.erg) * spectrum_conversion * atten\n", "\n", "\n", "# Create plot\n", "# ###########\n", "\n", "_ = plt.figure(figsize=(7,5))\n", "\n", "mycolors = np.array([np.array([230,159, 0.]),\n", " np.array([ 86,180,233.]),\n", " np.array([ 0,158,115.]),\n", " np.array([240,228, 66.]),\n", " np.array([ 0,114,178.]),\n", " np.array([213, 94, 0.]),\n", " np.array([201,121,176.])])\n", "mycolors *= 1./255\n", "\n", "# Plot components\n", "plt.loglog(egrid_pho_obs, injected,\n", " c=mycolors[0],\n", " lw=1.7,\n", " label=r'Accelerated e$^{-}$')\n", "\n", "plt.loglog(egrid_pho_obs, bheitler,\n", " c=mycolors[1],\n", " lw=1.7,\n", " label=r'p$\\gamma\\rightarrow$pe$^+$e$^-$')\n", "\n", "plt.loglog(egrid_pho_obs, bheitler,\n", " c=mycolors[1],\n", " lw=1.7,\n", " label=r'p$\\gamma\\rightarrow$pe$^+$e$^-$')\n", "\n", "\n", "plt.loglog(egrid_pho_obs, annihil,\n", " c=mycolors[2],\n", " lw=1.7,\n", " label=r'$\\gamma\\gamma\\rightarrow$e$^+$e$^-$')\n", "\n", "\n", "plt.loglog(egrid_pho_obs, pgamma,\n", " c=mycolors[3],\n", " lw=1.7,\n", " label=r'p$\\gamma\\rightarrow\\pi\\rightarrow\\mu\\rightarrow$e')\n", "\n", "plt.loglog(egrid_pho_obs, proton_syn_ic,\n", " c=mycolors[5],\n", " lw=1.7,\n", " label='proton syn+IC')\n", "\n", "# # Gamma rays from pi zeros are attenuated in EBL interactions\n", "# plt.loglog(egrid_pho_obs, pi0decay,\n", "# c='gray', \n", "# ls=':',lw=1.7,\n", "# label=r'$\\pi^0\\rightarrow\\gamma\\gamma$')\n", "\n", "# Plot all-flavor neutrino spectrum\n", "plt.loglog(egrid_nu_obs, all_nu, label=r'$\\nu$',\n", " lw=1.7, color=sns.color_palette(\"colorblind\",12)[6])\n", "\n", "# Plot thermal emission\n", "\n", "ethermal = np.logspace(-3,3,50)\n", "eobs = ethermal / (1 + z)\n", "disk = ShakuraFlux(ethermal * u.eV, \n", " disk_lum,\n", " black_hole_mass\n", " ) * lum_to_flux\n", "\n", "torus = PlanckDistribution(ethermal * u.eV,\n", " 500 * u.K,\n", " disk_lum * torus_covering * u.erg/u.s\n", " ) * lum_to_flux\n", "\n", "plt.loglog(eobs, disk, color='gray',lw=1.0,label='Disk+torus')\n", "plt.loglog(eobs, torus, color='gray',lw=1.0)\n", "\n", "plt.xlabel(r\"$E$ [eV]\")\n", "plt.ylabel(r\"$\\nu F_\\nu$ / erg cm$^{-2}$ s$^{-1}$\")\n", "plt.axis([1e-6,1e18,1e-16,1e-9])\n", "\n", "plt.annotate(\"PKS 0736+01\", \n", "(5e17,3.5e-10), \n", "fontsize=14, \n", "horizontalalignment='right')\n", "\n", "plt.legend(loc=(-0.1,-0.55), fontsize=13,frameon=1,ncol=3)\n", "\n", "data_x, data_y, data_err, uplims_x, uplims_y = np.load('data/data_pks_0736+01.npy', allow_pickle=1)\n", "\n", "plt.scatter(data_x, data_y, s=5, c='k')\n", "plt.errorbar(data_x, data_y, data_err, ls='none',c='k')\n", "plt.scatter(uplims_x, uplims_y, s=8,c='k',alpha=0.5,marker=\"v\")\n", "\n", "plt.tight_layout()\n", " \n", " \n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 5. Profiling" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# This requires the switch \n", "fig, ax = plt.subplots(figsize=(6,6))\n", "rt_avs = np.median(profiling[3:], axis=0)[:21]\n", "rt_sig = np.std(profiling[3:], axis=0)[:21]\n", "\n", "labels = am3.get_profiled_time_labels()[:21]\n", "ax.errorbar(rt_avs*1e-6, np.arange(21), xerr=rt_sig*1e-6, ls=\"\", marker=\".\")\n", "ax.set_xscale(\"log\")\n", "ax.grid(which=\"minor\", alpha=0.3)\n", "ax.grid(which=\"major\", alpha=1)\n", "ax.set_yticks(np.arange(21))\n", "ax.set_yticklabels(labels, rotation=0)\n", "ax.set_xlabel(\"time in ms\")\n", "ax.set_title(\"computational cost\")\n", "fig.tight_layout()\n", "# fig.savefig(\"computational_cost_psyn.png\", dpi=500)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }