diff --git a/csiborgtools/flow/flow_model.py b/csiborgtools/flow/flow_model.py index 1164298..1c9d878 100644 --- a/csiborgtools/flow/flow_model.py +++ b/csiborgtools/flow/flow_model.py @@ -93,7 +93,7 @@ class DataLoader: if simname in ["Carrick2015", "Lilow2024"]: # Carrick+2015 and Lilow+2024 are in galactic coordinates d1, d2 = radec_to_galactic(self._cat["RA"], self._cat["DEC"]) - elif "CF4" in simname: + elif simname in ["CF4", "CLONES"]: # CF4 is in supergalactic coordinates d1, d2 = radec_to_supergalactic(self._cat["RA"], self._cat["DEC"]) else: @@ -117,8 +117,8 @@ class DataLoader: self._Omega_m = simname2Omega_m(simname) - # Normalize the CSiBORG density by the mean matter density - if "csiborg" in simname: + # Normalize the CSiBORG & CLONES density by the mean matter density + if "csiborg" in simname or simname == "CLONES": cosmo = FlatLambdaCDM(H0=H0, Om0=self._Omega_m) mean_rho_matter = cosmo.critical_density0.to("Msun/kpc^3").value mean_rho_matter *= self._Omega_m @@ -1013,6 +1013,7 @@ def get_model(loader, zcmb_min=None, zcmb_max=None, mag_selection=None): "not_matched_to_2MTF_or_SFI", "Qs", "Qw"] RA, dec, z_obs, mag, eta, e_eta, not_matched_to_2MTF_or_SFI, Qs, Qw = ( loader.cat[k] for k in keys) + l, b = radec_to_galactic(RA, dec) not_matched_to_2MTF_or_SFI = not_matched_to_2MTF_or_SFI.astype(bool) # NOTE: fiducial uncertainty until we can get the actual values. @@ -1023,6 +1024,8 @@ def get_model(loader, zcmb_min=None, zcmb_max=None, mag_selection=None): fprint("selecting only galaxies with mag > 5 and eta > -0.3.") mask = (mag > 5) & (eta > -0.3) + fprint("selecting only galaxies with |b| > 7.5.") + mask &= np.abs(b) > 7.5 mask &= (z_obs < zcmb_max) & (z_obs > zcmb_min) if "not2MTForSFI" in kind: diff --git a/csiborgtools/params.py b/csiborgtools/params.py index 7cf8fe9..99a3fe3 100644 --- a/csiborgtools/params.py +++ b/csiborgtools/params.py @@ -80,6 +80,7 @@ def simname2boxsize(simname): "CF4": 1000., # These need to be checked with Helene Courtois. "CF4gp": 1000., "Lilow2024": 400., + "CLONES": 500., } boxsize = d.get(simname, None) @@ -106,6 +107,7 @@ def simname2Omega_m(simname): "IndranilVoid_exp": 0.3, "IndranilVoid_gauss": 0.3, "no_field": 0.3, + "CLONES": 0.307115, } omega_m = d.get(simname, None) diff --git a/csiborgtools/read/__init__.py b/csiborgtools/read/__init__.py index d40e636..ea35f7e 100644 --- a/csiborgtools/read/__init__.py +++ b/csiborgtools/read/__init__.py @@ -19,7 +19,8 @@ from .catalogue import (CSiBORG1Catalogue, CSiBORG2Catalogue, from .snapshot import (CSiBORG1Snapshot, CSiBORG2Snapshot, QuijoteSnapshot, # noqa CSiBORG1Field, CSiBORG2Field, CSiBORG2XField, # noqa QuijoteField, BORG2Field, BORG1Field, TNG300_1Field, # noqa - Carrick2015Field, Lilow2024Field) # noqa + Carrick2015Field, Lilow2024Field, CLONESField, # noqa + CF4Field) # noqa from .obs import (SDSS, MCXCClusters, PlanckClusters, TwoMPPGalaxies, # noqa TwoMPPGroups, ObservedCluster, match_array_to_no_masking, # noqa cols_to_structured, read_pantheonplus_data) # noqa diff --git a/csiborgtools/read/paths.py b/csiborgtools/read/paths.py index c2f1b82..491f2fb 100644 --- a/csiborgtools/read/paths.py +++ b/csiborgtools/read/paths.py @@ -125,7 +125,7 @@ class Paths: files = [int(file) for file in files] # Downsample to only 20 realisations files = files[::5] - elif simname in ["Carrick2015", "Lilow2024", "no_field"]: + elif simname in ["Carrick2015", "Lilow2024", "no_field", "CLONES"]: files = [0] elif "IndranilVoid" in simname: kind = simname.split("_")[-1] @@ -411,6 +411,18 @@ class Paths: else: raise ValueError(f"Unsupported Lilow2024 field: `{kind}`.") + if simname == "CF4": + basedir = "/mnt/extraspace/rstiskalek/catalogs/CF4" + if kind == "overdensity": + return join( + basedir, f"CF4_new_128-z008_realization{nsim}_delta.fits") + elif kind == "velocity": + return join( + basedir, + f"CF4_new_128-z008_realization{nsim}_velocity.fits") + else: + raise ValueError(f"Unsupported CF4 field: `{kind}`.") + if MAS == "SPH" and kind in ["density", "velocity"]: if simname == "csiborg1": return join(self.csiborg1_srcdir, "field", @@ -426,6 +438,13 @@ class Paths: f"chain_{nsim}_{grid}.hdf5") elif simname == "quijote": raise ValueError("SPH field not available for CSiBORG1.") + elif simname == "CLONES": + # NOTE eventually stop using local paths + basedir = "/mnt/extraspace/rstiskalek/CLONES/s8" + fname = "cf2gvpecc1pt5elmo73_sig6distribsbvoldi_RZA3Derrv2_512_500_ss8_zinit60_000.hdf5" # noqa + return join(basedir, fname) + else: + raise ValueError(f"Unsupported simulation name `{simname}`.") fdir = join(self.postdir, "environment") try_create_directory(fdir) diff --git a/csiborgtools/read/snapshot.py b/csiborgtools/read/snapshot.py index 482d518..aaf70d6 100644 --- a/csiborgtools/read/snapshot.py +++ b/csiborgtools/read/snapshot.py @@ -21,6 +21,7 @@ from abc import ABC, abstractmethod from os.path import join import numpy as np +from astropy.io import fits from h5py import File from ..params import paths_glamdring, simname2boxsize, simname2Omega_m @@ -813,6 +814,55 @@ class CSiBORG2XField(BaseField): raise RuntimeError("The radial velocity field is not available.") +############################################################################### +# CLONES field # +############################################################################### + +class CLONESField(BaseField): + """ + CLONES `z = 0` field class in supergalactic Cartesian coordinates. + + Parameters + ---------- + nsim : int + Simulation index. + paths : Paths, optional + Paths object. By default, the paths are set to the `glamdring` paths. + """ + def __init__(self, nsim, paths=None): + super().__init__(nsim, paths, flip_xz=False) + + def density_field(self, MAS, grid): + fpath = self.paths.field("density", MAS, grid, self.nsim, "CLONES") + + if MAS == "SPH": + with File(fpath, "r") as f: + field = f["density"][:] + field /= (500 * 1e3 / grid)**3 # Convert to h^2 Msun / kpc^3 + else: + field = np.load(fpath) + + return field + + def velocity_field(self, MAS, grid): + fpath = self.paths.field("velocity", MAS, grid, self.nsim, "CLONES") + + if MAS == "SPH": + with File(fpath, "r") as f: + density = f["density"][:] + v0 = f["p0"][:] / density + v1 = f["p1"][:] / density + v2 = f["p2"][:] / density + field = np.array([v0, v1, v2]) + else: + field = np.load(fpath) + + return field + + def radial_velocity_field(self, MAS, grid): + raise RuntimeError("The radial velocity field is not available.") + + ############################################################################### # BORG1 field class # ############################################################################### @@ -1008,7 +1058,7 @@ class Lilow2024Field(BaseField): def overdensity_field(self, **kwargs): fpath = self.paths.field( - "overdensity", None, None, self.nsim, "Lilow2024") + "overdensity", None, None, self.nsim, "CF4") return np.load(fpath) - 1 def density_field(self, **kwargs): @@ -1033,6 +1083,47 @@ class Lilow2024Field(BaseField): raise RuntimeError("The radial velocity field is not available.") +class CF4Field(BaseField): + """ + CF4 Courtois+2023 `z = 0` field class. The field is in supergalactic + coordinates. + + Parameters + ---------- + nsim : int + Simulation index. + paths : Paths, optional + Paths object. By default, the paths are set to the `glamdring` paths. + """ + def __init__(self, nsim, paths=None): + super().__init__(nsim, paths, False) + + def overdensity_field(self, **kwargs): + fpath = self.paths.field( + "overdensity", None, None, self.nsim, "CF4") + return fits.open(fpath)[0].data.astype(np.float32) + + def density_field(self, **kwargs): + field = self.overdensity_field() + omega0 = simname2Omega_m("CF4") + rho_mean = omega0 * 277.53662724583074 # Msun / kpc^3 + field += 1 + field *= rho_mean + return field + + def velocity_field(self, **kwargs): + fpath = self.paths.field( + "velocity", None, None, self.nsim, "CF4") + + field = fits.open(fpath)[0].data + # https://projets.ip2i.in2p3.fr//cosmicflows/ says to multiply by 52 + field *= 52 + return field.astype(np.float32) + + def radial_velocity_field(self, **kwargs): + raise RuntimeError("The radial velocity field is not available.") + + ############################################################################### # Supplementary functions # ############################################################################### diff --git a/notebooks/flow/PV_data.ipynb b/notebooks/flow/PV_data.ipynb index 90661f7..382f298 100644 --- a/notebooks/flow/PV_data.ipynb +++ b/notebooks/flow/PV_data.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -19,6 +19,7 @@ "import matplotlib.pyplot as plt\n", "import scienceplots\n", "import seaborn as sns\n", + "import healpy as hp\n", "from h5py import File\n", "\n", "\n", @@ -40,7 +41,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -200,10 +201,56 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 72, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "with plt.style.context('science'):\n", + " plt.rcParams.update({'font.size': 9})\n", + "\n", + " RA = CF4_TFR[\"RA\"]\n", + " DEC = CF4_TFR[\"DEC\"]\n", + "\n", + " fig, axs = plt.subplots(2, 1, figsize=(3.5, 2.45), sharex=True, sharey=True)\n", + " fig.subplots_adjust(hspace=0.0, wspace=0.0)\n", + "\n", + " m = CF4_TFR[\"w1\"] > 5\n", + " sns.scatterplot(x=RA[m], y=DEC[m], s=5, rasterized=True, ax=axs[0])\n", + " axs[0].text(0.15, 0.15, catalogue_to_pretty(\"CF4_TFR_w1\"),\n", + " transform=axs[0].transAxes, fontsize=\"small\",\n", + " verticalalignment='center', horizontalalignment='center',\n", + " bbox=dict(facecolor='white', alpha=0.75)\n", + " )\n", + "\n", + " m = CF4_TFR[\"i\"] > 5\n", + " sns.scatterplot(x=RA[m], y=DEC[m], s=5, rasterized=True, ax=axs[1])\n", + " axs[1].text(0.15, 0.15, catalogue_to_pretty(\"CF4_TFR_i\"),\n", + " transform=axs[1].transAxes, fontsize=\"small\",\n", + " verticalalignment='center', horizontalalignment='center',\n", + " bbox=dict(facecolor='white', alpha=0.75))\n", + "\n", + " axs[0].set_xlim(0, 360)\n", + " axs[0].set_ylim(-90, 90)\n", + "\n", + " for i in range(2):\n", + " axs[i].set_ylabel(r\"$\\delta ~ [\\mathrm{deg}]$\")\n", + " axs[-1].set_xlabel(r\"$\\mathrm{RA} ~ [\\mathrm{deg}]$\")\n", + "\n", + " fig.tight_layout()\n", + " fig.savefig(f\"../../plots/sky_dist_CF4.pdf\", dpi=350)\n", + " fig.show()" + ] }, { "cell_type": "code", diff --git a/notebooks/flow/reconstruction_comparison.ipynb b/notebooks/flow/reconstruction_comparison.ipynb index ce1bbef..3fd677d 100644 --- a/notebooks/flow/reconstruction_comparison.ipynb +++ b/notebooks/flow/reconstruction_comparison.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -24,6 +24,7 @@ "import matplotlib.pyplot as plt\n", "from corner import corner\n", "from getdist import plots\n", + "from astropy.coordinates import angular_separation\n", "import scienceplots\n", "from os.path import exists\n", "import seaborn as sns\n", @@ -136,6 +137,87 @@ "## Paper plots" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 0. LOS velocity example" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fpath = \"/mnt/extraspace/rstiskalek/catalogs/PV/CF4/CF4_TF-distances.hdf5\"\n", + "\n", + "loader_carrick = csiborgtools.flow.DataLoader(\"Carrick2015\", [0], \"CF4_TFR_i\", fpath, paths, ksmooth=0, )\n", + "loader_lilow = csiborgtools.flow.DataLoader(\"Lilow2024\", [0], \"CF4_TFR_i\", fpath, paths, ksmooth=0, )\n", + "loader_cb2 = csiborgtools.flow.DataLoader(\"csiborg2_main\", [i for i in range(20)], \"CF4_TFR_i\", fpath, paths, ksmooth=0, )\n", + "loader_cb2X = csiborgtools.flow.DataLoader(\"csiborg2X\", [i for i in range(20)], \"CF4_TFR_i\", fpath, paths, ksmooth=0, )\n", + "loader_CF4 = csiborgtools.flow.DataLoader(\"CF4\", [i for i in range(20)], \"CF4_TFR_i\", fpath, paths, ksmooth=0, )\n", + "loader_CLONES = csiborgtools.flow.DataLoader(\"CLONES\", [0], \"CF4_TFR_i\", fpath, paths, ksmooth=0, )\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "angdist = angular_separation(\n", + " np.deg2rad(loader_carrick.cat[\"RA\"]), np.deg2rad(loader_carrick.cat[\"DEC\"]),\n", + " np.deg2rad(csiborgtools.clusters[\"Virgo\"].spherical_pos[1]),\n", + " np.deg2rad(csiborgtools.clusters[\"Virgo\"].spherical_pos[2]))\n", + "k = np.argmin(angdist)\n", + "print([loader_carrick.cat[\"RA\"][k], loader_carrick.cat[\"DEC\"][k]])\n", + "print(csiborgtools.clusters[\"Virgo\"].spherical_pos[1:])\n", + "print(csiborgtools.clusters[\"Virgo\"].spherical_pos[0])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "loaders = [loader_carrick, loader_lilow, loader_CF4, loader_cb2, loader_cb2X, loader_CLONES]\n", + "simnames = [\"Carrick2015\", \"Lilow2024\", \"CF4\", \"csiborg2_main\", \"csiborg2X\", \"CLONES\"]\n", + "\n", + "\n", + "with plt.style.context(\"science\"):\n", + " plt.rcParams.update({'font.size': 9})\n", + " plt.figure()\n", + " cols = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "\n", + " for i, (simname, loader) in enumerate(zip(simnames, loaders)):\n", + " r = loader.rdist\n", + " vrad = loader.los_radial_velocity[:, k, :]\n", + "\n", + " if simname == \"Carrick2015\":\n", + " vrad *= 0.43\n", + "\n", + " if len(vrad) > 1:\n", + " ylow, yhigh = np.percentile(vrad, [16, 84], axis=0)\n", + " plt.fill_between(r, ylow, yhigh, alpha=0.66, color=cols[i],\n", + " label=simname_to_pretty(simname))\n", + " else:\n", + " plt.plot(r, vrad[0], label=simname_to_pretty(simname), c=cols[i])\n", + "\n", + " plt.xlabel(r\"$r ~ [\\mathrm{Mpc} / h]$\")\n", + " plt.ylabel(r\"$V_{\\rm rad} ~ [\\mathrm{km} / \\mathrm{s}]$\")\n", + "\n", + " plt.xlim(0, 90)\n", + " plt.ylim(-1000, 1000)\n", + " plt.legend(ncols=2, fontsize=\"small\")\n", + " plt.axvline(12.045, zorder=0, c=\"k\", ls=\"--\", alpha=0.75)\n", + "\n", + " plt.tight_layout()\n", + " plt.savefig(\"../../plots/LOS_example.pdf\", dpi=450, bbox_inches='tight')\n", + " plt.show()" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -151,7 +233,7 @@ "source": [ "zcmb_max = 0.05\n", "\n", - "sims = [\"Carrick2015\", \"Lilow2024\", \"csiborg2_main\", \"csiborg2X\", \"CF4\"]\n", + "sims = [\"Carrick2015\", \"Lilow2024\", \"csiborg2_main\", \"csiborg2X\", \"CLONES\", \"CF4\",]\n", "catalogues = [\"LOSS\", \"Foundation\", \"2MTF\", \"SFI_gals\", \"CF4_TFR_i\", \"CF4_TFR_w1\"]\n", "\n", "y_BIC = np.full((len(catalogues), len(sims)), np.nan)\n", @@ -164,7 +246,7 @@ " sample_alpha=simname != \"IndranilVoid_exp\",\n", " zcmb_max=zcmb_max)\n", "\n", - " # y_BIC[i, j] = get_gof(\"BIC\", fname)\n", + " # y_BIC[i, j] = get_gof(\"BIC\", fname)z\n", " y_lnZ[i, j] = get_gof(\"neg_lnZ_harmonic\", fname)\n", "\n", " y_lnZ[i] -= y_lnZ[i].min()" @@ -179,7 +261,7 @@ "with plt.style.context('science'):\n", " plt.rcParams.update({'font.size': 9})\n", " figwidth = 8.3\n", - " fig, axs = plt.subplots(2, 3, figsize=(figwidth, 0.35 * figwidth))\n", + " fig, axs = plt.subplots(2, 3, figsize=(figwidth, 0.5 * figwidth))\n", " fig.subplots_adjust(hspace=0)\n", "\n", " x = np.arange(len(sims))\n", @@ -187,26 +269,26 @@ " for n in range(len(catalogues)):\n", " i, j = n // 3, n % 3\n", " ax = axs[i, j]\n", - " ax.text(0.5, 0.875, catalogue_to_pretty(catalogues[n]),\n", - " transform=ax.transAxes, fontsize=\"small\",\n", - " verticalalignment='center', horizontalalignment='center',\n", - " bbox=dict(facecolor='white', alpha=0.5))\n", - " ax.scatter(x, y[n], c=\"k\", s=5)\n", + " ax.text(0.1, 0.875, catalogue_to_pretty(catalogues[n]),\n", + " transform=ax.transAxes, #fontsize=\"small\",\n", + " verticalalignment='center', horizontalalignment='left',\n", + " bbox=dict(facecolor='white', alpha=0.5),\n", + " )\n", + " ax.scatter(x, y[n], c=\"k\", s=7.5)\n", "\n", " y_min, y_max = ax.get_ylim()\n", " y_offset = (y_max - y_min) * 0.075 # Adjust the fraction (0.05) as needed\n", "\n", " for k, txt in enumerate(y[n]):\n", " ax.text(x[k], y[n, k] + y_offset, f\"({y[n, k]:.1f})\",\n", - " ha='center', fontsize=\"x-small\")\n", + " ha='center', fontsize=\"small\")\n", "\n", " ax.set_ylim(y_min, y_max + 2 * y_offset)\n", "\n", " for i in range(3):\n", " axs[1, i].set_xticks(\n", " np.arange(len(sims)),\n", - " [simname_to_pretty(sim) for sim in sims], rotation=35,\n", - " fontsize=\"small\")\n", + " [simname_to_pretty(sim) for sim in sims], rotation=35)\n", " axs[0, i].set_xticks([], [])\n", "\n", " for i in range(2):\n", @@ -219,7 +301,7 @@ "\n", " axs[i, 0].set_ylabel(r\"$-\\Delta \\ln \\mathcal{Z}$\")\n", "\n", - " fig.tight_layout(h_pad=0)\n", + " fig.tight_layout()\n", " fig.savefig(f\"../../plots/lnZ_comparison.pdf\", dpi=500, bbox_inches='tight')\n", " fig.show()" ] @@ -301,67 +383,142 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### 3. TFR intercept consistency" + "### 3. External flow consistency" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_2MTF_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 16:26:54\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_SFI_gals_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 16:28:43\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 12:20:11\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 12:19:39\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_2MTF_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 16:27:13\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_SFI_gals_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 16:28:48\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 12:19:59\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 12:26:53\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_2MTF_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 16:54:29\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_SFI_gals_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 17:10:19\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 13:27:52\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 12:58:15\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_2MTF_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 16:59:53\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_SFI_gals_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 17:16:15\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 13:39:34\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 13:01:55\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_2MTF_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 17:12:11\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_SFI_gals_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 14:07:26\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 13:23:47\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 13:19:35\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_2MTF_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 13:49:16\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_SFI_gals_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 13:50:20\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 13:52:12\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 13:51:03\n" + ] + } + ], "source": [ + "sims = [\"Carrick2015\", \"Lilow2024\", \"csiborg2_main\", \"csiborg2X\", \"CF4\", \"CLONES\"]\n", + "# sims = [\"Carrick2015\", \"Lilow2024\", \"CF4\", \"csiborg2_main\", \"csiborg2X\"]\n", + "# cats = [[\"LOSS\", \"Foundation\"], \"2MTF\", \"SFI_gals\", \"CF4_TFR_i\", \"CF4_TFR_w1\"]\n", "cats = [\"2MTF\", \"SFI_gals\", \"CF4_TFR_i\", \"CF4_TFR_w1\"]\n", - "sims = [\"Carrick2015\", \"Lilow2024\", \"csiborg2_main\", \"csiborg2X\"]\n", - "labels_x = [r\"$a_{\\rm TF}^{\\rm 2MTF}$\", r\"$a_{\\rm TF}^{\\rm SFI}$\", r\"$a_{\\rm TF}^{\\mathrm{CF4~TFR~}i}$\", r\"$a_{\\rm TF}^{\\mathrm{CF4~TFR~W1}}$\"]\n", + "# cats = [\"2MTF\", \"SFI_gals\", \"CF4_TFR_not2MTForSFI_i\"]\n", "\n", - "data = {}\n", - "for cat in cats:\n", - " for sim in sims:\n", + "X = {}\n", + "\n", + "for sim in sims:\n", + " for cat in cats:\n", " fname = paths.flow_validation(\n", " fdir, sim, cat, inference_method=\"bayes\",\n", " sample_alpha=True, zcmb_max=0.05)\n", - " \n", + "\n", " if not exists(fname):\n", " raise FileNotFoundError(fname)\n", - " \n", + "\n", " with File(fname, 'r') as f:\n", - " data[f\"{sim}_{cat}\"] = f[f\"samples/a_{cat}\"][...]\n", - " # samples = get_samples(fname)\n", - " # samples = samples_to_getdist(samples, simname_to_pretty(sim))\n", - " # X.append(samples)" + " X[f\"{sim}_{cat}\"] = np.linalg.norm(f[f\"samples/Vext\"][...], axis=1)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "with plt.style.context('science'):\n", " plt.rcParams.update({'font.size': 9})\n", - " figwidth = 8.3\n", - " fig, axs = plt.subplots(1, 4, figsize=(figwidth, 0.75 * 2.65))\n", - " fig.subplots_adjust(hspace=0)\n", - " # plt.figure()\n", "\n", - " for i, cat in enumerate(cats):\n", + "\n", + " fig, axs = plt.subplots(2, 2, figsize=(3.5, 2.65 * 1.1))\n", + " fig.subplots_adjust(hspace=0, wspace=0)\n", + "\n", + " for k, cat in enumerate(cats):\n", + " i, j = k // 2, k % 2\n", + " ax = axs[i, j]\n", + "\n", " for sim in sims:\n", - " x = data[f\"{sim}_{cat}\"]\n", - " sns.kdeplot(x, fill=True, bw_adjust=0.75, ax=axs[i],\n", + " sns.kdeplot(X[f\"{sim}_{cat}\"], fill=True, bw_adjust=0.75, ax=ax,\n", " label=simname_to_pretty(sim) if i == 0 else None)\n", "\n", - " axs[i].set_ylabel(None)\n", - " axs[i].set_yticklabels([])\n", + " ax.text(0.725, 0.85, catalogue_to_pretty(cat),\n", + " transform=ax.transAxes, fontsize=\"small\",\n", + " verticalalignment='center', horizontalalignment='center',\n", + " bbox=dict(facecolor='white', alpha=0.5, edgecolor='none'))\n", "\n", - " axs[i].set_xlabel(labels_x[i])\n", + " ax.set_ylabel(None)\n", + " ax.set_yticklabels([])\n", + " ax.set_xlim(0)\n", "\n", - " axs[0].set_ylabel(\"Normalised density\")\n", + " handles, labels = axs[0, 0].get_legend_handles_labels()\n", + " fig.legend(handles, labels, loc='upper center', bbox_to_anchor=(0.5, 1.1),\n", + " ncol=3)\n", "\n", - " handles, labels = axs[0].get_legend_handles_labels() # get the labels from the first axis\n", - " fig.legend(handles, labels, loc='upper center', bbox_to_anchor=(0.5, 1.075), ncol=len(cats) + 2)\n", + " for i in range(2):\n", + " axs[-1, i].set_xlabel(r\"$|\\mathbf{V}_{\\rm ext}| ~ [\\mathrm{km} / \\mathrm{s}]$\")\n", + " axs[i, 0].set_ylabel(\"Normalised PDF\")\n", "\n", - " fig.tight_layout(h_pad=0)\n", - " fig.savefig(f\"../../plots/TFR_intercept.pdf\", dpi=450)\n", + " fig.tight_layout()\n", + " fig.savefig(f\"../../plots/Vext_comparison.pdf\", dpi=450)\n", " fig.show()" ] }, @@ -369,129 +526,183 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### 4. External flow consistency" + "### 4. What $\\beta$ is preferred by the data? " ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_LOSS_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 11:40:54\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_Foundation_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 11:41:00\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_2MTF_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 11:46:00\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_SFI_gals_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 11:43:45\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 11:45:45\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Lilow2024_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 11:50:00\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_LOSS_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 30/08/2024 23:39:28\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_Foundation_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 30/08/2024 23:50:52\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_2MTF_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 31/08/2024 00:00:28\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_SFI_gals_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 31/08/2024 00:11:47\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 07/09/2024 22:28:11\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2_main_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 07/09/2024 22:21:46\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_LOSS_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 30/08/2024 23:39:58\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_Foundation_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 30/08/2024 23:45:08\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_2MTF_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 31/08/2024 00:07:52\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_SFI_gals_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 31/08/2024 00:13:49\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 07/09/2024 22:30:15\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 07/09/2024 22:10:20\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_LOSS_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 11:58:32\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_Foundation_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 12:18:50\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_2MTF_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 12:31:31\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_SFI_gals_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 12:23:06\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 12:49:59\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CF4_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 12:37:20\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_LOSS_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 13:08:39\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_Foundation_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 13:31:31\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_2MTF_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 13:10:52\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_SFI_gals_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 13:14:59\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_CF4_TFR_i_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 13:19:05\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_CLONES_CF4_TFR_w1_bayes_zcmb_max_0.05_sample_alpha_sample_beta.hdf5\n", + "Last modified: 12/09/2024 13:22:35\n" + ] + } + ], "source": [ - "sim = \"csiborg2_main\"\n", - "# cats = [[\"LOSS\", \"Foundation\"], \"2MTF\", \"SFI_gals\", \"CF4_TFR_not2MTForSFI_i\"]\n", - "# cats = [[\"LOSS\", \"Foundation\"], \"CF4_TFR_not2MTForSFI_i\", \"2MTF\", \"SFI_gals\"]\n", - "# cats = [\"CF4_TFR_not2MTForSFI_i\", \"2MTF\", \"SFI_gals\"]\n", - "cats = [\"2MTF\", \"SFI_gals\", \"CF4_TFR_i\", \"CF4_TFR_w1\"]\n", - "\n", - "X = []\n", - "for cat in cats:\n", - " fname = paths.flow_validation(\n", - " fdir, sim, cat, inference_method=\"bayes\",\n", - " sample_alpha=True, zcmb_max=0.05)\n", - "\n", - " if not exists(fname):\n", - " raise FileNotFoundError(fname)\n", - "\n", - " samples = get_samples(fname)\n", - " if sim == \"csiborg2_main\":\n", - " m = samples[\"l\"] > 250\n", - " for key in samples.keys():\n", - " samples[key] = samples[key][m]\n", - " samples = samples_to_getdist(samples, catalogue_to_pretty(cat))\n", - " X.append(samples)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "params = [\"Vmag\", \"l\", \"b\"]\n", - "\n", - "with plt.style.context('science'):\n", - " g = plots.get_subplot_plotter()\n", - " g.settings.figure_legend_frame = False\n", - " g.settings.alpha_filled_add = 0.75\n", - "\n", - " g.triangle_plot(X, params=params, filled=True, legend_loc='upper right')\n", - " # plt.gcf().suptitle(simname_to_pretty(sim), y=1.025)\n", - " plt.gcf().tight_layout()\n", - " plt.gcf().savefig(f\"../../plots/flow_{sim}.pdf\", dpi=500, bbox_inches='tight')" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 5. What $\\beta$ is preferred by the data? " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "key = \"beta\"\n", - "sim = \"csiborg2X\"\n", - "cats = [[\"LOSS\", \"Foundation\"], \"2MTF\", \"SFI_gals\", \"CF4_TFR_i\", \"CF4_TFR_w1\"]\n", + "sims = [\"Lilow2024\", \"csiborg2_main\", \"csiborg2X\", \"CF4\", \"CLONES\"]\n", + "cats = [\"LOSS\", \"Foundation\", \"2MTF\", \"SFI_gals\", \"CF4_TFR_i\", \"CF4_TFR_w1\"]\n", "# cats = [\"2MTF\", \"SFI_gals\", \"CF4_TFR_not2MTForSFI_i\"]\n", "\n", - "X = []\n", + "X = {}\n", + "for sim in sims:\n", + " for cat in cats:\n", + " fname = paths.flow_validation(\n", + " fdir, sim, cat, inference_method=\"bayes\",\n", + " sample_alpha=True, zcmb_max=0.05, sample_beta=True)\n", "\n", - "for cat in cats:\n", - " fname = paths.flow_validation(\n", - " fdir, sim, cat, inference_method=\"bayes\",\n", - " sample_alpha=True, zcmb_max=0.05, sample_beta=True)\n", + " if not exists(fname):\n", + " raise FileNotFoundError(fname)\n", "\n", - " if not exists(fname):\n", - " raise FileNotFoundError(fname)\n", - "\n", - " with File(fname, 'r') as f:\n", - " X.append(f[f\"samples/beta\"][...])" + " with File(fname, 'r') as f:\n", + " X[f\"{sim}_{cat}\"] = f[f\"samples/beta\"][...]" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "with plt.style.context('science'):\n", - " plt.figure()\n", + " plt.rcParams.update({'font.size': 9})\n", "\n", - " for i, cat in enumerate(cats):\n", - " sns.kdeplot(X[i], label=catalogue_to_pretty(cat), fill=True)\n", "\n", - " plt.xlabel(names_to_latex([key], True)[0])\n", - " plt.ylabel(\"PDF\")\n", - " plt.legend(ncols=1, fontsize=\"small\", loc=\"upper left\")\n", - " if \"csiborg\" in sim:\n", - " plt.axvline(1, color='k', linestyle='--')\n", - " # plt.xlim(0.15, 0.6)\n", - " plt.xlim(0.5, 1.5)\n", + " fig, axs = plt.subplots(3, 2, figsize=(3.5, 2.65 * 1.8))\n", + " fig.subplots_adjust(hspace=0, wspace=0)\n", "\n", - " plt.tight_layout()\n", - " plt.savefig(f\"../../plots/what_beta_{sim}.pdf\", dpi=450)\n", - " plt.show()" + " for k, cat in enumerate(cats):\n", + " i, j = k // 2, k % 2\n", + " ax = axs[i, j]\n", + "\n", + " for sim in sims:\n", + " sns.kdeplot(X[f\"{sim}_{cat}\"], fill=True, bw_adjust=0.75, ax=ax,\n", + " label=simname_to_pretty(sim) if i == 0 else None)\n", + "\n", + " ax.text(0.1, 0.85, catalogue_to_pretty(cat),\n", + " transform=ax.transAxes, fontsize=\"small\",\n", + " verticalalignment='center', horizontalalignment='left',\n", + " bbox=dict(facecolor='white', alpha=0.5, edgecolor='k')\n", + " )\n", + "\n", + " ax.axvline(1, c=\"k\", ls=\"--\", alpha=0.75)\n", + " ax.set_ylabel(None)\n", + " ax.set_yticklabels([])\n", + "\n", + " handles, labels = axs[0, 0].get_legend_handles_labels()\n", + " fig.legend(handles, labels, loc='upper center', bbox_to_anchor=(0.5, 1.075),\n", + " ncol=3)\n", + "\n", + " # for i in range(3):\n", + " for j in range(2):\n", + " axs[-1, j].set_xlabel(r\"$\\beta$\")\n", + "\n", + " for i in range(3):\n", + " axs[i, 0].set_ylabel(\"Normalised PDF\")\n", + "\n", + " fig.tight_layout()\n", + " fig.savefig(f\"../../plots/beta_comparison.pdf\", dpi=450)\n", + " fig.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "### 6. Bulk flow in the simulation rest frame " + "### 5. Bulk flow in the simulation rest frame " ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "sims = [\"Carrick2015\", \"Lilow2024\", \"csiborg2_main\", \"csiborg2X\"]\n", + "sims = [\"Carrick2015\", \"Lilow2024\", \"csiborg2_main\", \"csiborg2X\", \"CLONES\", \"CF4\"]\n", "\n", "\n", "with plt.style.context('science'):\n", @@ -506,7 +717,7 @@ " if sim == \"Carrick2015\":\n", " B *= 0.43\n", "\n", - " if sim in [\"Carrick2015\", \"Lilow2024\"]:\n", + " if sim in [\"Carrick2015\", \"Lilow2024\", \"CLONES\"]:\n", " plt.plot(r, B[0], label=simname_to_pretty(sim), color=cols[i])\n", " else:\n", " ylow, yhigh = np.percentile(B, [16, 84], axis=0)\n", @@ -516,7 +727,7 @@ " plt.xlabel(r\"$R ~ [\\mathrm{Mpc} / h]$\")\n", " plt.ylabel(r\"$|\\mathbf{B}| ~ [\\mathrm{km} / \\mathrm{s}]$\")\n", " plt.xlim(5, 200)\n", - " plt.legend()\n", + " plt.legend(ncols=2)\n", "\n", " plt.tight_layout()\n", " plt.savefig(\"../../plots/bulkflow_simulations_restframe.pdf\", dpi=450)\n", @@ -527,7 +738,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### 7. Bulk flow in the CMB frame" + "### 6. Bulk flow in the CMB frame" ] }, { @@ -547,7 +758,6 @@ " fname = paths.flow_validation(\n", " fdir, sim, cat, inference_method=\"bayes\",\n", " sample_alpha=True, zcmb_max=0.05)\n", - " \n", " data[f\"{sim}_{cat}\"] = get_bulkflow(fname, sim)\n", "\n", "def get_ax_centre(ax):\n", @@ -709,11 +919,107 @@ "source": [] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "## Guilhem plots" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Manticore vs linear comparison" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_LOSS_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 13:18:58\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_LOSS_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 13:20:05\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_Foundation_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 13:18:47\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_Foundation_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 13:19:50\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_2MTF_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 15:27:56\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_2MTF_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 30/08/2024 12:04:05\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_CF4_TFR_i_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 10:48:49\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_CF4_TFR_i_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 11:12:57\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_Carrick2015_CF4_TFR_w1_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 10:48:29\n", + "File: /mnt/extraspace/rstiskalek/csiborg_postprocessing/peculiar_velocity/samples_csiborg2X_CF4_TFR_w1_mike_zcmb_max_0.05_sample_alpha.hdf5\n", + "Last modified: 12/09/2024 11:07:55\n" + ] + } + ], + "source": [ + "zcmb_max = 0.05\n", + "\n", + "sims = [\"Carrick2015\", \"csiborg2X\"]\n", + "catalogues = [\"LOSS\", \"Foundation\", \"2MTF\", \"CF4_TFR_i\", \"CF4_TFR_w1\"]\n", + "\n", + "y_lnZ = np.full((len(catalogues), len(sims)), np.nan)\n", + "\n", + "for i, catalogue in enumerate(catalogues):\n", + " for j, simname in enumerate(sims):\n", + " fname = paths.flow_validation(\n", + " fdir, simname, catalogue, inference_method=\"mike\",\n", + " sample_alpha=simname != \"IndranilVoid_exp\",\n", + " zcmb_max=zcmb_max)\n", + "\n", + " y_lnZ[i, j] = - get_gof(\"neg_lnZ_harmonic\", fname)\n", + "\n", + " # y_lnZ[i] -= y_lnZ[i].min()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "bayes_factor = y_lnZ[:, 1] - y_lnZ[:, 0]\n", + "\n", + "with plt.style.context('science'):\n", + " plt.rcParams.update({'font.size': 9})\n", + "\n", + " plt.figure()\n", + "\n", + " sns.barplot(x=np.arange(len(catalogues)), y=bayes_factor, color=\"#21456D\")\n", + " plt.xticks(\n", + " np.arange(len(catalogues)),\n", + " [catalogue_to_pretty(cat) for cat in catalogues],\n", + " rotation=35, fontsize=\"small\", minor=False)\n", + " plt.ylabel(r\"$\\ln \\left(\\mathcal{Z}_{\\rm Manticore} / \\mathcal{Z}_{\\rm linear}\\right)$\")\n", + " plt.tick_params(axis='x', which='both', bottom=False, top=False)\n", + "\n", + " plt.tight_layout()\n", + " plt.savefig(\"../../plots/manticore_vs_carrick.png\", dpi=450)\n", + " plt.show()" + ] }, { "cell_type": "code", diff --git a/notebooks/flow/reconstruction_comparison.py b/notebooks/flow/reconstruction_comparison.py index 6f97181..096478c 100644 --- a/notebooks/flow/reconstruction_comparison.py +++ b/notebooks/flow/reconstruction_comparison.py @@ -154,8 +154,9 @@ def simname_to_pretty(simname): "csiborg1": "CB1", "csiborg2_main": "CB2", "csiborg2X": "Manticore", - "CF4": "CF4", + "CF4": "Courtois+23", "CF4gp": "CF4group", + "CLONES": "Sorce+2018", } if isinstance(simname, list): diff --git a/notebooks/flow/reconstruction_slice.ipynb b/notebooks/flow/reconstruction_slice.ipynb index d73d1f0..c26594d 100644 --- a/notebooks/flow/reconstruction_slice.ipynb +++ b/notebooks/flow/reconstruction_slice.ipynb @@ -2,18 +2,9 @@ "cells": [ { "cell_type": "code", - "execution_count": 8, + "execution_count": 4, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "The autoreload extension is already loaded. To reload it, use:\n", - " %reload_ext autoreload\n" - ] - } - ], + "outputs": [], "source": [ "# Copyright (C) 2024 Richard Stiskalek\n", "# This program is free software; you can redistribute it and/or modify it\n", @@ -37,7 +28,6 @@ "from tqdm import tqdm\n", "from scipy.ndimage import gaussian_filter\n", "import scienceplots\n", - "import seaborn as sns\n", "from warnings import warn\n", "from astropy.cosmology import FlatLambdaCDM\n", "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", @@ -65,7 +55,7 @@ }, { "cell_type": "code", - "execution_count": 258, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -90,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -127,6 +117,8 @@ " return field\n", " else:\n", " raise ValueError(f\"Unknown field kind: `{kind}`.\")\n", + " elif simname == \"CLONES\":\n", + " field_reader = csiborgtools.read.CLONESField(nsim)\n", " elif simname == \"CF4\":\n", " folder = \"/mnt/extraspace/rstiskalek/catalogs/CF4\"\n", " warn(f\"Using local paths from `{folder}`.\", RuntimeWarning)\n", @@ -172,7 +164,7 @@ " raise ValueError(f\"Unknown field kind: `{kind}`.\")\n", " \n", " # NOTE added here \n", - " if kind == \"density\" and \"csiborg\" in simname:\n", + " if kind == \"density\" and (\"csiborg\" in simname or simname == \"CLONES\"):\n", " Om0 = csiborgtools.simname2Omega_m(simname)\n", " cosmo = FlatLambdaCDM(H0=100, Om0=Om0)\n", " mean_rho_matter = cosmo.critical_density0.to(\"Msun/kpc^3\").value\n", @@ -184,7 +176,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -193,11 +185,10 @@ "\n", " paths = csiborgtools.read.Paths(**csiborgtools.paths_glamdring)\n", " nsims = paths.get_ics(simname)\n", - " print(nsims)\n", "\n", " if simname in [\"Carrick2015\", \"Lilow2024\"]:\n", " frame = \"galactic\"\n", - " elif simname == \"CF4\":\n", + " elif simname in [\"CF4\", \"CLONES\"]:\n", " frame = \"supergalactic\"\n", " elif \"csiborg\" in simname:\n", " frame = \"icrs\"\n", @@ -222,26 +213,126 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 22, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[0]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Carrick2015: 0%| | 0/1 [00:00" ] @@ -290,7 +381,7 @@ "source": [ "plt.figure()\n", "\n", - "img = np.mean(xy_CB2X, axis=0)\n", + "img = np.mean(xy_CLONES, axis=0)\n", "img = np.clip(img, None, np.percentile(img.ravel(), 99.75))\n", "img = np.log10(img)\n", "\n", @@ -383,12 +474,12 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 27, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAzMAAAIkCAYAAAAqD3UhAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjguMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/H5lhTAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOy9WZBd53Ueuvbp6XSfntAAAUKUNUA3iuM4ZQkkLU+5dolgFMcSJZIYpLIuncgSZVUSvaQsSnFcrnIcS6RLqcT3JhYHK4otyyIB2bm6dZ8E5SEvdkQQiivJQ3xlhIlCYgZ67tPTOfcB/v7+9tdr/Xuf7gYJEL2qTp1z9vDvf1prfd/6h110u92u7cqu7Mqu7Mqu7Mqu7Mqu7Mqu3GbSeL0zsCu7siu7siu7siu7siu7siu7shXZJTO7siu7siu7siu7siu7siu7clvKLpnZlV3ZlV3ZlV3ZlV3ZlV3ZldtSdsnMruzKruzKruzKruzKruzKrtyWsktmdmVXdmVXdmVXdmVXdmVXduW2lF0ysyu7siu7siu7siu7siu7siu3peySmV3ZlV3ZlV3ZlV3ZlV3ZlV25LWWXzOzKruzKruzKruzKruzKruzKbSm7ZGZXdmVXdmVXdmVXdmVXdmVXbkvpf70zUCXT09M2OTmZ/p89e9YmJydtamrKzpw5Y/fdd59NTk7a6dOn7dy5czY1NWXnzp2zz3zmM9l03/nOd9pb3vKW2vm4ePGiHThwIHtNURTWaDSsKIrSsfPnz9vBgwdL13a73U0fTQvPxb04xunr9SqvvvqqvelNb8rmW5+NY8i3d74qjQsXLtjBgwetKIpN9VEnLX12VR64Hs+fP2933XVXqV4bjUb6eO3Ezzl//rzdfffdpfQ133w9fy5cuGD79u2z9fX19Ol0OqV89PX1WX9/v/X19VlfX58VRZHu3bt3b7oedad5R1702ZcuXUrl1jxr38E30kQ/Q/p12gnXRP17fX29Vt+po1uQ//k//6f9+Z//ea1rI/mrf/Wv2tve9rZa13ply4m2UR39i4TvrdMeLK+88ordc8894fmqdnn11VdTufna6DfLhQsXNuU7Z7u8Z+fqzMsDvjnfVfnU8xcuXEh6n7NZqvsQ3B/ZhlzdXbx40e66667SMz2993QT9grPgP3w/AqXB2ldvHhxU7n1GdF/2Hkci54ZSS/69fLLL9t/+2//rXbanvyVv/JX7C1vecumutTfyNub3vSmnvouBPqn/VP7gNeX4AsOHDgQno/SMbPkB7zneb/12NWrV23v3r1uuXJt2+127dq1azY1NdXzvWaW7o3quapPXr161fbt27fpXB38cfny5ZL+eXmO2vLKlSs2NTXl6rqnj/qZnZ210dHR0F7ob/5eXFy04eFht0xRmbmvLy4uWqvVyupBdGxubs7Gx8c3PaeOnszOzpbuZdF+gn516dKlbJq3LJk5deqUvfjii3b69Gl76aWX0vHPf/7zdurUKZucnLTPfe5zduTIETMze/LJJ+1b3/qWmZk99dRTdurUKTt69GiY/lve8hZ77rnnaufn4x//ePZ6AFR1Oo1Gwz760Y/a1772tXQtOicDXgA/BbG/+Iu/aF/5yldKAJy/zcqdTeXDH/6wff3rX8+WLVKyj370o/Zv/+2/TQqJa3OOFf8fe+wx++pXv7opz1GHV+X/yEc+Yl/96ldLhsB7Du5ZX1+3tbU1W1lZsU984hP2xS9+0VZXV219fd2KorCBgQEbHBy0ZrNpQ0NDNjAwUGovPKfT6dgv/MIv2Fe+8pVS3erzuP3W1tbSs//+3//79pu/+Zu2uLhoS0tLtrS0ZMvLy9bpdKzRaNjQ0JC1Wi0bHR21VqtlQ0NDVhSFra2t2ac//Wn7tV/7NWu327a2tmaNRiPleXh42JrNpvX391t//4badjqdlI9Pf/rT9sUvfjERKHy4zhgk9ff3p3r5B//gH9hzzz2XSJZHnFRwnvs3rkedrK+v2+rqarb/VemWXrtdedvb3ma/93u/V+vaxx57rPa1ZmbNZtMGBgbS/2PHjtnJkydr38/97OjRo3bq1KlNx+sI3xuJ5zTwfezYMfv6179eCcg9vUR/iIB4VYDjkUcesT/6oz/alCf9sG3A75//+Z+33//9398EAKJ+zM+GzcrZN30+5+Hv/t2/a1/+8pdL59D/ObDBetnpdGx1ddWeeOIJ+/Vf//WUv76+PhsaGkr2anBwMNksDcQ89thj9ru/+7vJFsF+rK2tpedApxFMQRCl0WjYpz71KXvmmWdccK++zKxM2B977DH7gz/4g/Sfn1lHetGvxx57rHa6kbzlLW+xZ599tkQUo89HPvIR+/rXv57tuyroC8eOHbM//MM/LPVNbnvvw/3jU5/6lP3Lf/kvN/UZvtbMSn0Q37/6q79qv/ZrvxYC6yjfkN/4jd+wf/JP/knldZ7g3l4ILeSf/bN/Zr/yK7+SDcKZ2Sbcg8+v/dqv2a//+q+H7ZXDH5/97GftC1/4QqmckZ3Rz2/8xm/YE088sQnPQR/1t35/7Wtfs0cffdRWV1dL7cv3ec/vdrv2H/7Df7C/+Tf/5ia7HPVXtgNFUdjp06ftfe97X8k2sA7of/587Wtfs49+9KOunY/qG/n88pe/bB/72MdKx3IEro6NuGXJzNGjR+3w4cN2+vTp0vEHH3xwEzg4ffp0afTm8OHD9vTTT2fJTK/y0EMPuccZHKKzsfEvisIefvjhTfd0u910DxqNI/jc+OqU9TsnqAMF41XS7XbtQx/6UALtrNBcZm/EoCgKe+SRRzYdzz0L33jOww8/XFJarjtPQbxnMGhoNBqbHEan07G+vr7S/Y1Gwx5++GHr6+srPU/rj50C6qgoCnvf+963yYkwoQMgASjh+9/73vfa6uqqrays2NraWnpmX1+fDQwMpGcysAAwWV9ft5/7uZ9LRAdlhcHUe0FkuC+p0Y4IJ9cL6ksBY1EUNjg4mNLJgZxIt24FUd3NCeqV5dixYz09r45O15Fen8vPN9uwGx6JMctH8B999NEsCdY0tMwnTpxwI5EeefGOAejVeT5/Hn30UTcgxWnxB+fx/+GHH7b+/v4S6DCzUh45Pwxafvqnf9pWV1fTNbAPsBVss7TOH3rooRJxgg2B3rMd9siMloN9Cz5qJ3H8kUceKbUl0kZ9ra2thfVv1pt+3WxRAPvoo49u8r2Rbmo/feSRRxI4zREZtBEHNHGs3W6XzntgVgl1p9Oxn/qpn7Ll5eVN2EHzCtEy/dRP/dSmIFh0vZ776Z/+6eSb6gqu/5mf+ZkUCMoRmhxghv31gHWUZ7MbuBL9vq6gfn/qp35qk23Qj9or/v6hH/qhkDDBlkVt/5a3vGUTFvEk6rcRAVHb4JGZH/mRH9lEjqK0NH/33ntvyU7kiExdn3jLkpmcnDt3zqanp+3w4cNmdmPqGQ9tTk1N2dmzZ3f0mRHggvFmg8NgEwZfG4TBMx/zjIgHFOtIURQuqPGAhqfIDz/8cDKmAKNcvmg0yuwGGPLyyc6Sj+EbSvqhD32oNFrF+Y6ciioilIXv1XJ7hh1gLDKG2h5QZjOzv/23/7YtLi66eejv77ehoSEbGhpKIyBcF+9973ttfn6+BISYjCghYTLU19dnH/rQhxIgQjRnbW3NVldXU/sBmAAgmVkCKgyWckCO69jMEqDhukG5kc+VlZXkYFXeKGTG65PHjx/v+ZleHfVKck6cOFF5TeS8u90bkeUIhPP9nhw9erQnUKBy/PjxTTZBAQD/5uuqxKtH9Odjx45lp3R5DpYDUsi3p0uNRiORDfxG3tfX1+3IkSNJZ/kZCmC8cn7wgx8sjYKurKykgAhsAwfcFKho+dTOKLhheeSRR0LwUkVkzG4dMsN+CfXwyCOPlMgjly0iCWinhx56qBRpj0Zg0EZMWvDNZKbOyAw+73nPe6zdbpfy5UlEGH7yJ38yBec8Yqv3MtZ573vfG6Yd/cexBx98sDJv0THkDT41eg7nF9LpdNIMnzrYiO2O2Q3yx2SzFyLT7Xbtr/21v1a6X4PH2vZ875vf/OZS3jh469Vxri94to8DsTpi8+53v9udul+HzNx///2l/xGhqWvXzW5TMjM9PW2HDh2yY8eO2bPPPmtXr17tOY2LFy+Wpqw89NBDPYEqBqvqYLkxPbDMwp0OhpOd5Yc+9KFNSlwF6r3nRNewEfcMNQwuTxtiIpPLh5a96lmR4tYtE4zZ+9///hQhRfuAdLJD9gA6lycHatSAcPr4DcKA4/39/dZsNtOUERxHu+MakGMus9YDnoPzSAORWNzD0VrUJ0Z68Lz19XX72Z/92ZDMeEZF+6QSThZMl+t2uykfdeWb3/ymffOb30z/L168WPveSM6fP1+asvLwww9vGVRxf+olIlkHYGx1dGUnRJ2Jpydmfnur44/0KWe/qkC92gd8f/CDHyz1xSogxTrvOeUqMqPHNM+cJmwnppAy2WDwgvxEbaD1xACXR2aQPmyKF7UuisI+8IEPlPLM7dbtdt3Rm0jq+Ka68sd//Mf2x3/8x+n/+fPnt5We2Q378YlPfCLl74Mf/GDSfbRXFNDR8ngAzOujSmI8AqO/f+ZnfsaWlpZcAuQ9R/NQR3LgE33WKzfbu+hevi6qw7q6WXUvfj/44IOlqZBROiq4VgPJalu070e6qSRGiY3XjhqwRP+I7sF5zh8L4wCtA7Zf73jHOzZdozaQR3F56pmSHK/P8P8on14dv/TSS3b27Nl0fHZ2Nm7Av5Tbjsw8/vjj6feDDz5oTzzxhL3jHe+w6enpntI5cOBAT2tmWDBdiKeWRR06Eu5c3Ok0nYcffth1sNt1FFWCcsG4Li8vJzJjZmmaEsqiH4/E5UgPfzQygfv5m+/FcSjaww8/nAADE0ye3qVA3StHNE1ODZ03BMvgAYQG61MGBwdTPni6GM4j7wA6fB3nQSOlOr9V25IjpQBTqJ+f/dmfTdchbe3L3KZ6vkoajUYakULEsY5okGEn1swcPHiwp3UwOUFb9qKPufrivlh3VKeKEPQi6nR1dNTMSs4LuqX3m5Uj/J5O5ewFp6U2Vu0t6+ijjz66qV44j/wcD4jVtbMK7L1vTTeatsG2i6dzsa3ySJVX72yzeZpZzh9hmpra4chHaT1EgmBOXV1X0SDDTqyZ2b9/v33pS18q1T2PQnhEpo7P8sCqR2T0GzZYCc2P/diPVZIZ1QXki785/9rfuaxmlkAr+iMDYq2DXBRfn+PlIfe7SjxfaGb2vve9r+f0Ip2oY6M9vJfrF1FfqUN2ov+5vK6vr6cZEkrUIW9/+9vDMmv7aLt6uMfMX9MU1SHbJg7m33fffXbvvfemc3Ww+m1FZk6fPl1a6G92YweMY8eO2Ysvvlg6hiloOy1Y88AjMp7xq0M4tLOgs3nnco4211nqPl/vZce4srJiq6uridCgHuDwuCPnnG4EXqoMgQd+vHJwHgAOmMwwYKhKry6g4XZRIgOig7yBrHAfYkLCeV1ZWUkGaGBgIMyHV7c5Y6P9K9cH6kpdx4GyDg4OWrvd3hLYvpWE276uaL+P0kU/UFDpXZs7V7eOPcesAEqfx4RG09GIG+qKdTGyY+qkvWh0ZFuq6kSjr5E9zdkZPeaRJc9uqR4CbGCEVBftcxQ0EiWP3si2B5r4fk4H7e6VMQI7WldbBamvlXDf5D5Zx+bjvl6JjI68eP+9kZq6REbbhvUj6ts6Emlmpf7JdcN15I1g6m/v2Ugf5yBbtW9V4mERFk9vvWvwHZFGtVNRG3FwiNvTa19veiGfw/Oi8qEdlNAAtzK28vqPpoWPjtLoJ2dTozbQvDCp4XNVcluRmUOHDtknP/nJ9P+ll16yEydO2JEjR+yJJ55Ix8+ePVtrzniv0tfXZ4ODg6XOoQqcc9Y5YWOiztozQHUcNwt3pJwCswHFDl0rKyvWbrcTmSmKIikUHDEbPqStz9S68AyDVy9VjkadERMZBWKe0mn913VsUd54VIaJE4gMkxnOE56PURpEDHkk0GtXbU+tB14fAweO41wfXppaXq/cWh85KYoijehhLc/tJGg/SA5o5iQiNQqOc7IdRx85FgVYGI3F9RwQQB44Hx7oguDenB56eYqcbdQfc2np/Z5dzdnXum3DZUZ6POrJZAZEBvWNOowAZy+itkHrU+21kjG+V9OMnsX/YevMbvSNlZWVnsuwk8LAErqm4Bu/9T4vjQioKhnJERjv443qRCQm8p+RXigA9UAt4xCvz7PeaB9lXxbpU6/4pVfx6kLbMALYVWl59c9tEI22MOmJyE6uH4H48PVRPpmQMqHBfYxXPcnhTW3XKjLjtbFHBvEbeWcdrSO3LJk5ffq0fetb37Jz587ZM888Y0eOHLFDhw7Z2bNn7ZlnnjEzs3e84x1p150nn3zSnnrqKTt06JCZ2Y7uZGZWJjIMOFh5veOeoWSpcgy5zlHHEFQRBZxj5QGJWV5etna7nbYYxjxsXocyMDCQCI7HqPlZnHfPEFSBi0g5ImWpkw8PjHvP9+pU88BAD1OP0B9wDNPzeIQIafI1iNLiWTrdTMsVlZOJDBs4nnLnERqtW62nOn07kkbjxhoaPJPLeasLR8p7dcQRgdD/3CduhrP3iJQGMWADsK0wB2l4JzzuO54DZieOAAP0IepDXGa1X2pDPBucswcRKPN0PdKHOn1V71VSgygp6gpr1xTMVgVf+LeODKPcXrAisomoRzw7soVVtlivu5VEZ1MosYvsvQJWjpBr3++VvERkxtMlj0xFfVXbD7+9LXf5PnxrP8G3F5HntKt8dy8YRqWuHc1dj+P8fJ654KXh+Vw9l/t4o6W5dTHar7TdlcywoI+jXCA0OjpTZc8iTKT9porMRM+J6orv4bLk5JYlM0eOHLEjR47Yk08+WToekRRcfzOkv79/09x47ij4rw0RGfxIco4h58wiUdbLx7lz4ToGMe1229rtdnpfyvLyctopC+WGwjGZUcXFtepQPYXUqK8CFFWWnBGPmH8ODOSMb5VwHmEsEN1igMFEhssTkRkFkgzkeCqAOjo4FQAlbjMGpLxFNAuDIK/f4RzaLwKCkaEsiiKNTi0tLVW+i+b1Fh6B3K7kdDL6v1OSc8ZeMAMBDAiTYy+vHijDc3haFZxqNCJiFpMJvUZ1IwdGNXiC7zr54Pty4EnvU9/AUW/Yimgakqf73vMUZOh6PQ6CMFHyyumBX7UBvfgmThcbgZhZKuNrKexzNCjh9TclMPxbQSh8oTci4412RueiURle8O2BP4j2a7PN6ym5X6AP6v1e9D4Xlfci9FUjnr3YuIigRPYU34wVtL5yQN473wuBUQKqozHoT1F7K+HxSE5OeCkE2pzrIKpPiGdnvY+3PXMuGFy3Huu0D8stS2ZuFcHLyziKDmGl187RKyhmhfM6kf7WPEAixVYnrsq9vr6xrSdGY0Bk2u12WsOBPGCqDZQFgEeVLyIhGrXFdVhromWrSzQ8h69to9fmnHQvgjLwkC6Og6TwWhklM2x48IGTY4mImhcNh7Ex2zBuOMYgh8mn2Uaf9owT1w9H4bT++X/OKPVaz6+HAIhtVaqMcpVeV13fSx48EtPpdEo7YSGYgSCG2caLgZnAgvSiv/DIDjtm3M+ONRp5ULCEZ0X6WsfO5hxklEYuLU03si+cluYBdYdvT/c98OU9n5/JkVfVW82z2l8+H4HVXP14oJr/8xRNvEz4tRT0UbSHl0+9PgKpXnTdIyb8H8f0ZYoekfWArY4ceJgDouSF//PsCr0f7V7Vr3lEhtP1QC0Hgar6kNY/f5uVRx28ayJbW5fERDqWA+AaTIxIjRfw9UhPbp2Ut2ZGpSjKSwE48Mk4A7951MZLC9/aR7yROW37KH+QqO5wLpcOyx1LZrA1c25LZhhfNvK9gg6Id6/3PL0ucq51nptju0oqeERmcXHRFhYWSqMy2GELo1M8xMiK5s2xj0ZmGHRzevjvGVMPtOQUhsvqna9bzzlDxtcyYVDi4K1TYTKDelHggrr12lajOxrp4zxwPuF4GGQxeNL9+j1jlau3qC0g6Ct4D06VYIvmndyauc6WzDtNtKoc7s0idlVERkdlMbUUo2boQ4isc19n8MzbuDNIM7M0lYo35vAAkQKqiLTUJSA5MoB7PKJUVZ+RbuJ+fq6XLrdFRO4UwPJ9ZmUggPRxP9sizTdHab16zJGZHPnk8leJ2r5IsEXzTmzNfOnSJfv0pz9t73vf++xnf/Znw+s8PYlAKIPPqpGY6HduzYw3MqP55P6lOsTBM932n9sN+qbPyIFYj8gowEXa0UhYjmB4dotHHHC/+vmoX+WICY+86bkq0hJdX0VuOE32v2ZW6ld6DWMnT1D3Smi4PaMyRHXPaevvCCvg2VF7KMnSdj1z5ox95zvfqbVb8R1LZqq2ZuYoulk1GYnALTduJKqEdb7rpJXLG3ccAEqAmIWFhfRpt9tp1IWJDEdgoGQMYjwg74F0ra86UkU88Iw66XC9R3WcM1aaJ64bHOc60MiV5sUDB2xkEVVU4KH1z2sdzDa/U4CNDfoAIjM8zU8j415UrZd2Q37W19fTW8rrtBWCDq/11syYXqrSC+nwypcDcb3WK19bBQg8p8qjsrpODmSGRxwbjUZprRynrSMz+OA6rkvUAYMopK/OUUFaXSLDz9HfXv3l0uH69MCN3p/7Zn+ies9tps9jfTazEthRfee0ddQFIILz7NWnks2o/uvWH5/DNvXYgjgSBB12Ymvmu+66y37rt37LzMov9YxAHPo0/udIDL49kuKRmIjMeCM+2s+0vry2YfLC237jGPsSBZQQ7bvRqIuSGiU+3Aer9NXr+57eKkCPdFzL5D2HfWzuU+catQvefz2uIy9MVnT0Rv97dckkkgkNPxvt743c5MiNPi9nDzwSy+lh3SCf4/y85z3vsfvvv9/+1b/6V5vaT+WOJTM5wQiELvb3xOtc3ME8QOil5REaPrdToooEIAMQg9EYnl6GaKrZxlQTrp+iKEqkiEcEuNweocMxBvoRmPHqrI4TjdrPU8iovrTuPCOHNHgUJBe18p6lz+WIDNJjEIl+wyAS6xz4HlyrIy5ehEjPaR1tBWyzoM/dDjuZ1R3i3q7kgHjVsbqgAN9ss5j8Li8v2/LyctJ9HpVFv1GHytFE9EMPmLHTNNtwWEhTCQ3KpWApAt29Ej/vWTmJnLvqDdLSfpNrM64Ds/ICdX6OZ4sU/Gokt6p8arvUX3ngNbLJvfottIMHNG+WoM9rHnAOEgHOKiLjERedWqYkJjfNDPniPHjikQae1omy6C6EOM8jg5FueH2B193kRmci38F9JGevmNDwdUpoNB2WuiQluraKkOSuifpU7j+TGs/uaj1xXfLUdCY0RbHxXiW0NY/SRjYtqtOI1Gh/ie5Fn9S+zf4hNxDAsktmRFhBzfIjMtq5eJ64WXlBe7QNrj4754B6ddicfw/MMPgFmdG58lAC7FymWwtzeVQRPKbvGTMG/EyUqnZFqaMonoGrQ5S4PFUfiCqdArGccqvhYOfG7cARcoyUaXQdax9gDCIixX1ifX09nfOGsLfTF7lcvEtWJAzqXmtBP9e83AzJEZW69V0XhOO3OkoQGWzBzh9vZEXJEDshb1pE5AQRLY6EdccD07gmRxi4/FslpF79VdkBvrYqf7g2sklMWriuYVu5vmEnmGDm6iQiMhEI9exldKyuFEVhzWbTOp0b2zbfbGLDdanHFXhGAFLJS47IRMdgn+uMzHjgUkV1hUdfeH2rtjm3Oz/Ds/9eP9ERGf7mPuTpLqetz41IRVT2rfoK1qk6+t3Lce+TG2HhNmd91xE6DSCpoJ49QoNzni3hfla33/HztI947c71jnujABfur9u2u2SGBIrIYCYSJQUAkDwywQSg2+2mlx/mCNJWna6mwZ1FCQ2TLyUyHNVnIIwpAfwGex65wrOY8VdNS+D0dSpWNC0rBwC1fbx6iO7lNCIAmDOsuF9H4byImeZTn8NGi/sV+hQ2SeCoGr8TCGQBdaD1wESdQU8vH6/uq4ze+vp6aUG5J0VR2NDQkHW73RKJe62kKAp3Wtl206zbD/V3L1IHeCuAgu3S95yYbUwnw/fQ0FDSfd3ZLQI/3Pc5qKPTT/mY/o7sSJ36ivpn5Fyr6rYXMoPvqvZUMMftxKPdOnKqZAa2G9dFhMSbKeDZq9y1esyr07qCtubdMm+WdLvdNDJTp00VSGogQPUJJEWJTPTtjdAoyPVApfZ/HSkBGGQiw9czUMRHN67R66O+ooSGddrrU14ZvPaI2sYDt3VAb05nq/pCNOJS91ptzzr3e8SH+6Nnd7R9ldAAMyB4qWX32j+SnF3O2Wucx7OYTJltrKPB7wj3qeySmb8UAHZvekBUmehUa2traYoGgzVs6dxsNtMzvEb3lEpJCH/3Kuoso4gsQA1AMwRvrh8eHrZms7mJzMAQAmTjeQpa1LhFJEYjPd7IRq5ddkIiQ8QGk9uK65mJjQcKPOPhAU7eWQqOvtFopIXUAIZeH+R1TjwMz/WoZMZrrxyRzBkory6rppbB+cIB9/f3l9ZsvRZSZyRmu32uLviu8xzP8UQOkh0iT4HRBft4NoIv0P+hoaH0G32P21wBE28MoCPUSmZAIvE/t5h4q+A56p84lyMk+h0Bo630DS99j8wARKMuAMx5lB3/UYdcV1yX3q5TVSMySCf67dV1VZlZcrsr7pSgznK217PFnv54nxx5iYgOtzX7Gp5m5vUxbQfYevadLOyXMHW8bpCOnxMRGU9fcxF6/s24Aec8XMT38THtK1shHjmyEaUZ1V9Vn/Jss464eHY7h0cgbJeV0ACv6bfmievX6xeoc290PRcAqRIm2b3eu0tm7EYF8kLfyDGp8ukIBy+Y7Xa7pbe4K0CsS0z0uq0QmkhxAC45Mmu2sWYI4AJRWXz4nTse+dPIYGTokD5PWasz57ZOJ88Zw17q3iM0fL9+e4BL28/7xm9uHx45wzamiJJj+gDKyWQG22hre+C/bsaA4xw9122kPVBTp+45YuxN74BgpyyO+ANI5+7badnqqIwHhns5D+G+Vee33hs5Ww+MaZ/mkWm0Nc7BBuiLX2HL+PnQXRYlyfzfzEq6r/Yy1/e0HurUcdQWUaBB6zaXbp1jkXj2GfrPu/6hrrxRNvxm+4x8eCNeHqnZDpHpBbSgzJChoaH0GwG2nZZut5tIBR/zQK03GpMjM0pSQEKrpp6xvfd8TW5UhvUFa9v4Wo7G4zvng5C+fur0kej6Oj7b89d1SAiT3hwx8f7n7qkaIasiOZG9iPLE5yNSo/dHsxZ4WjD6AK5lEoPRGe7X6B/4zwEp/a/52Ypou2/Hhu6SGdvYuQwV6wHVqEIVeGKqltlGp8LOP5hu5hkPr9N7Bl8lcuaeMnhghkEmkwwAGowueVPM4Ch1pIUdhWfYGNDw+hgdDfAMotceObLg1U1Ogbz6U8OmeWBCV8ex54ASnqdb5bbbbbc/ob5BZniKGXYK0ZGZKGpXh8zkyuXJ+vrGrmWRoEyDg4Ob6m9gYCARoptNaHop11bT3wqh0Xsje5HT+ejDaYJQ8ig1zimB0XWFnI7WI5OTHJD2Rm8j/c/VMddJ7rq6/akKpPTiL7y09RnQZw5kICDAdRmRGYjaZ24DHSHLjXznyrcVm8AStUOdEdKtSKfTSfYxB5BRj0w2oDM8vUynZ/JOftFIDJ/TwAIITQRmUTdoAwBT2HuUka9lkBoBz4hsRESm7siM3q9pm+X1tA6RichI9JvTrUNm9Fn67ZEbL+9KoKu+qzBclf2K1swwqeX+o88B0fHIi5ZD6zS3HhKieNvDxb3Y6TuWzOA9Mx/60Ifs+PHjoVH2DLfX8djgKQv2GHgd0Y7i5S0HatQ489QS3boXTpKNGgDt4ODgpoX/apzQgfmZZpt3tFBA7Y3KeERG28Jrq17q1SOBnlJ5Ss7lyDl4TstrJ01fDRZPBcR0q6IoSs4URolfeAijpQCY655HZ7RddLQsImtVdcz9LBI8C+RZBcD6G9/4hv27f/fvbsp7ZvAM1MFWpK5u90JovHsinTezTY5XQZjaBaSH0T44MEzz41ET1nsdjfXSw298K2hmgM33RRFgTq9uPVZd453vxXlqGfmYRwbqCNoIgJdHZ7BFNtqCATWDbE/3ub45gBQB0cjWVh3binh2F/lbX1/f0ffMXL161f7pP/2n9pM/+ZP2kz/5k5XglYN+aBcmKN6IS24kRsmPjvgwfvBAMusG6k5HY9A3POCqIDxqD+9TZ6aEp7tVesB9NSIHOSLjlcs7x2l5RMQjM7l0zTa/8NFL1yM6Xlmj/OhIjZYlqlMekTErE1v0D/zX77pl0vKpRLg1yjPuQR7/5E/+xP70T//Url+/7t7DcseSmbvvvtv+zb/5NynaqKKGuspgMxhHelWR7cg5a4fX8xG49wyzF73TubkgLmqsMArDJIbLw1LVqTXfXF/62zPYWyExkTFR51lFYiIHoP+99tB0q/LL6XL7gRhwP2BHxdMFYQxQVm5X7qM5khk5pbrlWFtbS6NJniBtTFvEMa+uiqKwRx55xN7//vfftPfM7PSif0idtvf0HVKXyKC/MCDiqC9fi3bkfsHpab8BYFJggmt16goDau5HXsCCdbzuyADXTVU9V12T63N1bFmUL7WRXIZcup7d4bZE2wDk6GgA2gMAl/U6NxLeyyhYzg545+raP7bDnM5OvmdmcnLS/tE/+kfW7XbTaK/nM7l+dTpYNLVPR2R4rZP6XtVPJjUKlFVYF6F7EYZhkMpThOroi/aDSKdzZDhHZiJbxv8jkO+RFY98eMQwB84jgpQbBfIwRg5L8Pk6ZIjTgI5rP1HhUVn2wUWxEWBHGzKO4OcgmKBBai9vUfvVxQwsbCN//Md/3H7sx37M/sW/+BeV992xZKYoirQwXwGp/o4MOjsKjGCg8c2sNKqhU7Nyih0pBT9Xf5uVX64Uzenlc3B8vHAfBomnGdUhMvo/d41nDD1D2SuhxDU5cOKRvwio54xQVCaPGHnX1hVtawY4nLYu/tX+qesVvBEXrneul16IjNnGrmW5hftYg+GNEHFdYZpabge0rYgHOHdC6gI3vjZyBjimIM9zlEp8+dvrEyg7g15tB49osOQIfg74VBGXuiRGdaqq7iPd7FVUP5BeDvjpeeQjl+8IVMF2e4vLzawUqee69wiNtoWXz6q68H579VVXcD2TbA+wbUW63W6aZuaNZEaBQB75iohM3Z3LdL0MPwv5QV617Aw+zTY2TfBwghdlryIQuBffai/q6G9VMIz7Zq7v4ztHNOqO1FSRGAbxeG4uHc1bRD6030ZkIMqbkhevPF478n8mNNwv+Bz6FdIFgakapcG1nA8Pa2nf0v9e/63qIyp3NJkxyyuz91sbC8B/cHCwNHTX7XbTcSyc9aZnseSUjPPiOUp2dN4uRTrdBMJRegW+HonxjFJVHXrXeo6+LpipK3yfRyZyxFIBWp3neG3bC8BSAsLT/ADm0cfY0Ol8efRJnc6jRIbBQuSoqvLs1VvVrmX9/f1JJyJBuTC6s10AqlIUhQ0PD286xs/P5S1XB1EaUfqec/Pui/qpAiwFVmbld155/5m84H9Vv0Y/9ECS3u+NulbZgFzZcczTa68Oc+KlU1dvo99eWXLPVd3v69vYeAU2G4AD4AEAG1PQYBswmg5h4hoFNKrqOVfm6D7vfN12KYoibQjQ7XZteXm51n1VAvtURWKiEZlovUzVtzciw0FFHp3x6gn6hjbmwCjjDlzDQFTBN6fp1XuOrPA1Vb67qk94hMUjK96oWdXxKgJTh6BE5KkXsqRpavmj9lCionnkvuLVKfcL9AUmtzjG3159Ih18vNG9qHxRm9ex5VuRO5bMmFmpc+QMNR9TIgPQiYbAtrlmG+sBMDqj0XAVT2GU8XofXIchbv0wmTHb/FZ6AF9MuYsW5OdAfwQq9Fquv8iBVrVFHVGg4J33znkg0zuHe3OOPqec+lwYGR3pazabyeHpeyTgKLFOxgMzOSKzHXCi5ex0OqX+FpUdRCa3QBDg5bV6z0yuf0TliEhMREhyx6JPDtCzo2Ggpe+7gs6DODJh1QCLkhmtD7VFSJt1Wu/hT51pZHWJjOazLnHUslRJFdHJEZmqMnh+B3qKDTHwLLQXj8pA57BBAOyHmZWmpDH4zdmBnC3cKdlK3dcBxnUFdVaHxMDGRrMbvMX/OkqTuzcC47n6QZuxXfRGZrQeo9919TO6hm0GJJcXBcD4nRtt0VGrqM08UpEbjakaYcmlUUVcdkqqCJBeo2TGrDxSq8TGIzIon0410/pXYsR1arahv1F98PlcmerKLpn5S2GjGbFHFXYU+M/EBud0ipmKpyiqLEjPbPOiejMrgRksGOV3x3B0j7ftBPDVdTHeWh/NM3fGXL1x/hXsecZVf29VGOhsJy3PaOWcgh7z8qT3q0HCSB8Dxv7+/tSmIDb8slOzDbKABd24l0Esg5gqo1FFUiGdTic7tawoitKUyygtALWbSWT6+vrSqMxOgKTICapEz4qcL9+jfYmvZ93nbXxZ5+G0GDDnRl1z5cTvnL3sVZf1mkhPOC96f5XT3Iqovco9A99RuZV4ad0BEPCoDPsY6DzbdLwSoN1uW7fbTe8awZRnzgfrvo7OenXrtVlVG9WRrRKanRDUWQ4UK6kBUVEiwjuS5aaUMXHxpnorSKyyHfgNfTaLo+N1/GsVgfF8W/SMCFjz/xxhiEiK1z7drv9S04hweOTFyw+O1SUxkb3frs3x6o3zG52DMD5TElMUm0fwUJ88+qIjN7iGj+E5/BvXqa57WCdXl1HdenLHkhnu3GYbCt0LkQFQ4GM6X5mBZJ08eYrD59EJ2big4zCZ4R1wNGqPfHMEUMlMnagL15VXb56xiMqtdev9j5Tcuz7nkL10vLxHRpTBh4rWBxsKvsZ7njoN7Uf8Dha08eLioi0sLCQyAxLT399vw8PDpTS8kTatK3VMVf222+2WdlGLpK+vr3JEhvvwzRyRqQPc+Vqz/EiL55C5zzMIUHvhOXK2TVVkBqAIbcCjY3BEDIiZyOgU05yu5BxKZDe3C0IjIlN1fQ4Mcl/P2aMcgNE0vfLn8p7TffQPbOPPU34RzDAzW15eTtMw5+fnbXFx0Tqdjg0MDNjIyIgNDAzY6OhoqQ/2AlA1b3Ul8gFVx6okCgT2Kjkyw1PKIvJRNTqTO6ZpKiBH/ry+hGMMMHMA0BOPvGiQK9c3IjKk4ukY59/71CGX3n9vRIHTw7MjwBwRAy9/aJ8cocmlvx3J5dE7z78jguLVO0iKrqPhayOyo32SsapKzv6inuv0aZY7msyAOVYRmUhp+R42BJEBZ6VQ45xrrCrwzaBGt17GB89EXvnldzoyo8CmjgFQw6X3eUBgq0DHqw+kyelzXfF3nfS5vXgdAtJhEFgFcuqUXUGHXgtn0+1uzPleXV21xcVFm5ubS3PKEc0dGhpKTlPTUvCq9VcFcDjPa2trtrS0lB2R6eu78f4SXuyvhmp9fT0RtJ0w/lXSa9+ro9deRJHvR/t5/cNzzvp87hsMhLh/8rRSPB8jYTqFVHcW43rpFYRWAZu6UrddcrqstqsXUdvlEVR+jgf+cmWJdA6/0Q7aZrDXiK4CKCwvL9vCwoItLCzY2tpa0v/h4eGS/qveqw1Qe6m/+ZqcP/SObVefUQ87QWhgNz1QzKMw7FOVkFQRFh2xYRKDdNlGqL/hvsF66REcgEiULao/bjtN0xuZZbuQ6+e96H1EEtT+5QhMjsxERENJjfdbv/E7IkT6LM8+sKg9345E5eFvXMfTTs3K/UbXWIH0eASGzyn54WsZA2v/jCSHE3N1qnLHkpnz58/b3/t7f88++MEP2sMPP2zdbjc7rYqljoHmhkGaYLWQqhGbHKHQ42x4PRBVFBtrKTANid8fwy/E88CAZxiqyp2LaPYCWqLn6HXqfPU4Owkul/7nOuXRLjgpRLRxLxMNL9/aXzxQoPnx6gmOEn0Ii38XFxet3W6na7BhAANaJTLR+ogImHnXrq+vZ4kMSHOz2czuWoZ0lACwfPOb37RvfvObO/KemVdffdWOHTtmx44ds+PHj28pDc+56Rx5jrJ66xW8dNiB4LzZZoJsZpsci7Y1r73y3hWlgIXF0xstP39H5zk/3P9UvP7m6XOv4umeZwf0udymuTrWdSdatgj4KWHgsqpucvogMLgGNmBpaSlNQxsYGCiNlCpo9cBrr/a41/sgClTqPOuFF16wkydP2oULF3p6lifT09P2la98xX74h3/YfuiHfsgdhVHiUWd0JiIxbAsiQO6BUpSfASJPD/JAo1keNKsOen2gLoGJ9BXfno9F/nJEJiIvSgTrkhnW2TrgX8vj4QKPMHn3ecd7kZzdjfKpwXKP3GDUxSuPtoO3LTPXs0ds0D/R7lWEJkdk/vRP/3T3PTNVcuDAAXvmmWdK6130uwpIe0A/BzAAgAHsPKDJzl4ZuHYqPgdFRwdisN3tbkwrGxoaKn0AchRk5cqVIyZ6PRtaM1/J6jjEnEFSyQEz3BeRHwUyq6ur1m630xokKDgvsOePkpFcnnJ51PygfVdWVkrTzWDoQSh4ihGn7c2V73ZvjKwgChyRGq+N+VmeYF0K59WTbndjY4OcPPTQQ/bQQw/tyHtm3vSmN9nJkye3nY5Zub8z+dV1aiB2LJ4ueHqthIYdF9pQnRhsDIIW3hbxCsS1jRWQcL4033yfOlbPtimp8dLy8rMVyREaL++s//rBfag3HuGC1J1WzHnR65GeEt9Op5Pa0MySjVpeXk7rZrBuyiNfHqHMkawoz9uVOjYc57YbeGAZHR21Rx99tGR3GCTzt/6OSIzXT3RUxgPpEVhG+dnucr/rBRR7eud9IgLTK+nVduX8RzgmIjB1viO8ofbTIyre76gcXnraZgrG67TNds7r81jfmVwgLSYdSmyAa7wpaYoD+b9OLQORYULDfqDXcrznPe+x+++/3377t3+7ojbvYDKjHdHMj0pXNQArYBSZNdvYVYpBcB0Ayc/R/elzjgAgEp0KYAojMxG4iYyPRkS8/OI+NeBq2Hh0qq6R9Oqfv6N64N+RYmuZ2Vlh6tPS0lKap95oNNK2obwGgff8r1Ou6JxHKNfX1zdNC8SHF/t665888MoOLAJfXv/sdDoJrGO6m3cf8pHTH0SVq4jMrSaeY2Mig5E8Jhi86QY7AAUK/FsdCj8bwrrIU5Tw3ByZ6QWk4Nlafs6rVzc4hvxFZEhtBB/3AHYvoIHT1fuYTGgZdAofbCDqjaOWHBTTutlKPs3KwBUL+9fX11NbYtt/2PNOp5OO83vCoo0ePH+31bxG4rWx1z+89HaCNHn54VFrBdEeudHjOXLD/YZ/m9kmn6jBSq2vOmBXbbm+ZsGz83VITK7++AO/w+ejIIUHiiMCE03187BIFDxl4B3lp47oPUpkvOeoAIuZbbbz6oM9PfDO1bGFbNsUo2mf09EVxXL6ARbi/0xkUF59Z41n47nd+Fgvdv6OJTOQKPpQx8grkMEHQIadHxMZ/OfG5WdrxBbKDWDNc34ZpOr2m1xGJjO6TkaJDJfPMziqlBz1ia6P6hi/67STduxcZ1cF9o4rCYvAKTZTWFpaSnVuZqlNV1dX07apvUxVzJWR6xbtye+dGRoasuHhYRsZGUnPN7uxZqbVatnw8LA1m80EbJTQsPOrk098dzobu5Z5dd9oNBJ4juoAI0xV76O5lcQra66/MJnRd7toG0MU8EcBAtYnpIu25A08eJoZdN9bF5cjnNExT/c8ksfpc7RO0/eOeXmL9L0XEIhr6rSpbnG/trZWIgf8Phe2KUqQtgLMuX1BmHjL9pGRERsbG7PFxUUzM2u32zY4OGitVstardYm/c8RGq0DPlbVJr2UT/uIEl4vrZ0kNQjG6PSvaGTAIzHwx3qtlyYHHvm3B96QP/b/EbDlvqFtGgWs9HeuL+R8GLddURSJ0IDIRPrNBEhtmtZfVK8ekeH0vP4V2Rat1zpSJ23VecV2fJ4DztqGauf1XFU++TfbYO5fXlkighiVmwPDSmQ8cmNWHr3OEZleSM0dS2a8zlMXiJqVnZ5GZPV9G0VRpN1pADKYGWu++DiUdWVlJW3Dy2DSIykReGVAzAtKlch4SqrEhutQgRcbbi6nArecQ+1FOL+RYea6ZUfglU0NLEdlYTh1lIzLqmA0ynPdMqN/MpgZHh62sbGxtIYGa2YGBgZsbGzMRkdHbWRkJAEanUrIJLTq2cgvCLVHZIpiY00WFvtzWTWN12qh/05LpA8c0OD3vDDx9QA39wE4Oh3B0L6oQQwvkOHpe69bMXM5q0BBRGxYoH8e0OdjvdiCXF7qBAyi+7ldldDA5uo7euC0tf1ypMazs16elZwODw9bq9WyiYmJFMxot9vW399vY2NjNjY2ZsPDw67ue+3Peq6+oKo96vpLfLPueLYbOsB1t1OEptPplN7LxfbbGw1QUlJFbvic/tZy66gG51F9MttrLxCRIy38m0cQcx8Vr/1QFp6upFgA3zxa4n28KXu5/wq0Pf/LefSE/V9dIu0Bf6+eonSVmFSRGP7PaXrthGsjm8Z2iMvBU8u8OlQCrh+2d5xXJjJaJ16bqI/phciY3eFkJtqqFuf5WrPYIPOUpOXl5bS+ggkHItCI5lUBX04bJGlpaSkt9sYUH+wU1Ww2U5nY8ek2rN60g61KVd65jJESq2HuFchoh9e0WdhZahpKYtQoMEhBn4nywf3Ee14VyfEcvdnGdCWAGTiAoaGhtJvZwMBAAjpMZrzpRb3U9fr6jUX6q6urm84VRZH6oC70x3kQmcXFxdCJ3y6iba3TTnRKEiQHHGDgPUDADh8kicG02UbfUP3eKonhPHPe8Vv7sR5jfcmVeav2Jwf+ozxGaeC358S96cMMttWOe3nLOeM693AdYjQYwYxO58amMq1Wy1ZWVqzRaKQRm9HRUWs2m+4IfNQPeiUyOdFya91GZIZ1QfO0Xel0bowse/ZegXIdcsPX6W8OfqlNr2sDPT3TulJfqv+5HhX3RNgnIjRKULxoPI8cKPD3goX6P/p49+iHnxnpH8qGaVFRmT2y45GYKtAd2dCq9vTaVzFJzrbANnA+PULDbcP9tIrEeJ+iKNzpZp69iXC11ukumamQoihKBj5y9HWBJyJ3mI6Ed7zA8WHLzP7+/k2LMzktNYT8Mrx2u10iM2ZWem8MgK7ZxpQWjspy1FbLmlNEVqSo43nfWo8aTfaGw6vaTPPKSgfhtDTCF7WfOjY2zAMDA8n5wIDrDnBaXq9OtF60r6nTUyNtZom84qWPfX19qa/x+WazGU4184xqTnJExszSjmW6wJ3LxRHR20083Yj6TjQiqX1ddTAH+s3KGz2gDrlPQ/89QhPtXBa1Pedbgab+ZgdZF3Rth8Rw/uoSmjpl5f8RsWGHrRHJKjLCvyM7UVUe2Bmsj+l2u2lTl/HxcVtZWbGiKNIUVG+qWUQqvXrx8llXvPJHwEj7GPSj12fWzRfvOqakRX1A7pyCaj3nkRgvSAVRfY+wSI7E6AgM/49sj97Pz8uRGpRH86MjUR6u6YXEeFP6PCDtAeCIyGj5PL2oazvq9FPvudFUsuhbf9d5rkd+uD0iXMd9FSM3UT9W24hrYSfNyrNgItyjdbpLZmrKxYsX7WMf+5g9/PDDdvToUbfD1nG4XOFKPLC7DBS80Wik9Q46fxZpKZHhaSsArbr7ExaHKmDW0RglEV5Z+Hdk4CIDomlwp9WpMBGpqQN2WJEjA8Z5VrLB10cGEtf39/cnIooRNSaOChS8+tQ8qiOBeCSGDQeuHxgYsGazmfLB7xXhvGFxsG67nQMzHrjL7TaGvOSIDHaE2876mNdra2bViZzhj0gM62Hd0RHP4JttXtTq6Xm0Y1ldAhGRANZl5In7kILSqL97pKpXklNld6Ly8L3824tG4l7oFOugTtPlOlYHzPZE8+flRcvB32hrBK14pAb6xcdgn+rofq7OFODlxLsmArYemeFnFkVhJ0+etFOnTtn58+crn10l8/Pz9u1vf9t+4Ad+wN70pjeVfEAOMEcjMUxc+DouJ857daH6wzrmAVj8NrMSQfFIiZ6PCEyVP9B2y+WL+4kHfnmHN52mlyMx3iiN9iPomeIpiBfIierFO6eibari1SeewfWI/7zbLb49sqhpeBLlN7pesRzyA7yjbYljyIPey/Xn9Zuo/rS/fec737HvfOc7u1sz5+TgwYP21a9+tXLYva4wOF5bW0tkhufNI4LN01C4QyqJ4W1eYUDV8OcIQY44eHn3hAF3UZRfsMT/+XovjaIossSqTv17Hd77r8c8gM5Gko0mX8/RLSaMqJPcO3rUoEYRSBZ1nB644bUXADV8PYMtzhvu0fb3gB/you/X0etAlqJNBNbX1xOJ2e5C/1tpa+a6JKYoiso1K7lnsCigZcDiTR+t+4wqZ6gAKyIQ+p+v8Zxx3U+u7nP6rSOyXB5tP21LbkcQA9Q3NgAAQWBS4zlrTsv79sqhdabtwusekL9ms5nsF/e7KJDh5UXbTm1ZdCwnXlt5ds5sYxRBrz969KgdP37cTpw4UeuZOWk2m/ae97wnAeitjLZU/ed+FREZliqAjXbGN/tOHX31ZjuwrdD0ozbz2g5YBSPDSsY0Da4Ds/LaP4+kMKHxyI3ez37c0yHOi9f32a6hrgDU69ojfRanDTuEb9Q/6lFJaI6Uchr4zYQG/rmvry9hTq8/5SRnz5FvtZm4hrEsys7EhrEOtwcf8/rd/fffb/fee6/963/9r7N5N7uDyQwbCPzfCpHRjsIKhog2zuNlhhyd4AZnMsMjMOyk4Lx4Try3HW/d0Y4IFHiKoEaBSU2V42bFrBqNifLJ395xNWAaleFrlTTCQPL1+KCOFax6I18KUrxRLNyr5YicPLcJOzWMFEVgWqcY6ghbrr93Op3S2iwVb2oZX9fpdNL6sbrA51YTD4RwH1KjriBY2yAiMlXgHGlyG0Lfe9mCdyvC96mecx0xsPHqLwcO6top71hku6I+5+ll1I5oP9R9p3Nj62MFk6xj+hyvLtme4lrVd7aZ/J/T4f6FqWccFWV7G9VrdKyqPnN1nBMPIEdp47PVZ0XP162ZdWSlV9LCvoP7kkdktJz6W8Es23w+p9PGtE9G7R9hHk93lcRAvJFZFa0jHY2JppPVITMc2GX9rZrC7AF86DVjEsU53ihZleTsnZKVbrc8GsPfPGKDOgcpYnKEcvDxXuwrxLPvEdFg/MpBCCZYqE8dYdJn6neVP/TkjiYzdQF0dEw7iI58MNhXpfQcqE4t4wW/ZhuReGbnmAbVbDbdKUVVZVGDwOVSRwolh+Lo6AwbNw+saDTJixbm6jvXyZlE8DcUnPOGqBzvUqSEEd/sSHLtztdovSo5idpCpzhANH20vwJqj9Dw1KO60fo6u5Z5IzJsuEDGdwqE3EoS9UPWGbPN69a8foJvBdasT2hvAGkc894fo+0b6YjmoS7Q5bIx0Kyyn1WONWeP6zpXFnawnl5qpNfrp6hnjqoy0VEwyfmPRlY9/VNfoEDHA716DjZZbYC2R51jN0siveF+pMf1/u0KbBN8AOse/1eCEpEYD9ypLc7Zfe3zXiDC85tKVLgPKqHJAWu1R9oXFSjXaQ+1ZzkyExEYj8x4UwC9evfEG7Eys1SHTGgY53j2SXGOtqenf4qpGMMx0NfRGZ3qhfwBeyE9r528NtZzkaj9inSTn+sRGeTTk0i/PTtRR/dveTIzPT1tk5OT6f/p06ft3LlzNjU1ZefOnbPPfOYz2eM5qQL7nkQghkEjgAW2YzYrD2VqWhxZ0HdVwPACRDJYwvMAanQNh/c8VjYPRKkiewrBkRp1vHzMMwR1osYR2I8cR9SeCrZwfn19Y7tV7ECnw6EMYrQuPXCh7ekRmZwRVGOvefaIn1cnHintRdbX121xcdEdkeEpLd4aGfRh1GlVpOx2kci4ev1QHWW0k1TOcHu6iBEC/va2Yo90Cs8y2zz1Cueifs3/64BOfZ6XRg5cbaUdvOfxf75WARNvoa82SkdQOf9aFn6O2lQzX4fNYjLD/cR7Ll+v9qaq3nq1C5qX6FgkOZuO373maSvS6XTSO6A8QuONKPA0KS8QmSMxdesHon2wzqiMNxITkZyc32XR8nnnuM/rOfWBrHcRcWGSyceVBHntwPXuiZZdiQsHCBk34BpvNgW3WfSfsRF+gwBwPtB23W48SoNv5Fefp4QmwiuMKXKiONHzU4z7eCQG55mMIS2v/0W2uhf9uWXJzKlTp+zFF1+006dP20svvZSOP/nkk/atb33LzMyeeuopO3XqlB09ejQ83otohXqVrYrKjgoAY2hoyEZGRqzb7SZCEy3G5o4AZeV3GuA5DGR0ioO+ZyYaUdByeYbHrDwSA0XmY0pceIgR4gEUz6BWtQPnE/XkdXQGaJ4BVjLDxJF3iEJ9ok2rRjUi462GF8Ltzvn0iA+u1w+Xl+uER8rUodYBMzki09/fbyMjI2n9gNdmeBdS9ELN20k8gOy1NbcVg184HG8UkvuppufZFk6L/+vUUgXVHhjWMlYByDr3RKA2AsD4zoEAFdV3z9Hp/exccQ/Akk4xVZDgRba956gtZdCmpLQKFEX1FD0zd30UoeZ+F6XF121F6ra7V69V5dyuYGRG18JolD+3/sX7cOCG6zeqQ6/veyPw+F81KqPneTSRf2vdR7ZcQSufi0Y8+TfXqxISj8iwLuq3t16G2wTtGvVpJYNqj3lzD7bZDMg1LX5OTk+UQDEpUaKEPCj51HZWMsF5ZOLg5aWO7cnhLe/ZSmzY7upIUdTf9HfU/3Jyy5KZo0eP2uHDh+306dPp2OnTp0ujNIcPH7ann37aJicn3eN1yYzXWNF13HisVFCEoaGhVPn9/f0JGGI7XWyVyXNXOT1PudHhcQ8TFn0JpgegorJ4Zdc6gTCbZwfNztG7XsFVZESjDq3f3vAnP1OVwMsTAxo2kJ5jZeeg+WaFh7HlDRuUIMKQKPnz+pOXB3ZuWq9etJDbUQ2qgtJut5tItAdEQMSZyPK9eA/Sdhf6v5bitaUnWq8R6UCa6CveWhkvTS9d7h86UqAkO9c/ozKqI2aSVVVnqvtal/r8CNjitwdiI1vk2WfvGZ7tAPjhQAZP42UiGkWzNf8RiPO23/cApVe/VR+vHrke1PapDYju3UnR/qT234vo5vzDTgnsnLc2Bv3D8/O4NzcKk/tGnWgdsV9V0K1EBRhD7UBuJMYb2cnhAuSZQSn8C0CzZ1fU70REJkdcIjLD22PzSBq3F9e1V7aonphgMGkB5mJ/GfmInC5pf49GaZToeN+cLxxbX193CU0uLzkbUiVeMJnb3iM0uC8iUhH24/5UR25ZMuPJ2bNnbWpqKv2fmpqys2fPhsfrSBWQYGOcuxadbGBgwMwsERuAO6wzwHaZvGBU09XIHvIBIsNTV3ghcJ3F9XWkynnyMQ+Ye9eqM9M28MCKB2giw8KKw6DCm7LFRlCBvvfR+uBnc5vx1EAMmbPhQjsxcUJ6Xr+L8hSBKa4nLrfnKLlN1tdv7DqG6Rcs6MdDQ0PhqBDuvZ2IDEsOCCtwiUZRzDbAMAON3Aip96nbD6JRn1wZq4hOr4QGv3daPOeG35Hec5/2rleioXPy9X4F3lEbMtDTkXXWf9Z31eEI5FaRGa/fQvd5uhlH5pE+wIXagpyo7asS7Sf6YXBTVd6dIjidTiet5eN2Y/3LjcCwjkIin6V1od/4rQQFpMUD3t6oTM5XRXXmgUb1S179e/3Eqx8lMJ7u1fnt3e/ZSga+3K+Rb+7vbDd13afXbgrMozr19Bj1w31eyQn+ax65XEq0OC9MtlH+KH/46LRkr87qSk4XGGNFhCayY1quKrmtyMzVq1d7Op6T8+fP20c+8pFUcR/84AftAx/4wCYSYVaO6CtI5vMArCAZzWYzNQgiqQMDA+7IDBsBNYxQPI306nx5z6BVSZXjrDKMUHLutHre++bycR3ob74uR2Q0HTaKOKbOG8e4/nSES8uu4IhHZDDNanl5OREDGCqQGK5zr/64TFG0jh2LpsdgBhFnjghzFKgobhCZpaWl9E4kFuxYxkSGpdPppHcq9RJB6UXwfhnITr5nBsLvm/H6muqnF3BQh6XOAhIRJ+8cRB2Qph/dX+WAvefpPRHI3QqwzJXdS7MOQFQiw/qkUXRuOx1VV2BYBxDimWxreL0joqYcIdeRUc8uRvru2Vbtnzp9x6z8RnZOW0GRtjX3hSrx+o1XLq4DPq7ni6Kwb3zjG/ZHf/RH6bqdeM/MysqKfe973zOzG203NjZmo6OjpT5i5r93A/fkvj3xQCK+lcjgnEdqcmtl+LiCU302JLJxDJBxXQR09d6IzETTynJkhmc36O8o/1rHnm7DJ0f2j38zkWH7otdpPfE59p2wCYo/ut1umt7e7d7YhIcxCfcz+HPUA8rI08w9yeE6DzfWsfE5fdBjyFsVoel2u3bmzBl78cUX07Hp6enKvNxWZGbv3r1uoaLjOTl48KD9/u//fmnKAbai5agWd0Z2XBzJ8Bb+awf3QI7naLkT8NAkL0j3ojMREEAZIlCC81XgObpPDV0V0fDymFOArQgbPSYV6hTUWYAg8ovmuK043wwemMgsLi7a0tJSWgBfFEVp61QuH2/ooM5fjXAVsNE8KZky2/w2aPRlb/vkRqNhzWbTms3mpmehbqEzN4vImG28XwZyM98zExEZHYWJFqLmHIT3rDp9XPuBBi5wjZaB7/eeHR3HPVXA1MtnThgIeP+r0uv1uqjtNGCE+70RUI1W6nM4fd5QBAEN2Bz4BtibCMjzsRwojeqDo9e8QyPsGtIDoGCAFom2kfc/91v9A/s09G1Oj8t97NgxO3HiRLqu6gW3daS/v9/uueeeTfYbeVUC7Nl9/ObjkeSIjOo2yu/5eD3G90cffa6KR0IYDCuB8/qqR2KAkzwSo/3Tm17G56psrraLV9dqO3nNisra2lrSVSYy/DvCU9r/o2dwnlkf+Lh+8HJsHaHhb/3tCfclz8ZwnzTb/F66qCz6rR9+fh1Cc/jwYTt8+HC6/5lnnsnmwew2IzOHDx8usbVr166lQnvHcwKF40ga3osBpUIjonODMXN0D84Kb2TORU75N6JmUBSOREDYaOnc+yjqy/drp8wBAo7WK4jWvON/lSP0yo184jti9r08ix2iEhleBwJiwZswaLRbXzan9csfNsbLy8u2tLRkCwsLtrCwkBbCo3/gpXbqILzRnyoSw9epIWMHAieto4P4v7y8HO5ahp3xPCLzRlroD8kZYnbUXrTRW3NRF4xDIqLqgWtP7z39Yf3vNT9e/iIdrNJLBeD6HZVdr/GAhFcO1k+eNqSjaGzfWP/V1nr6pmAYvgMBDeyQiOAIdAn6x8480v9I76O8KJmBfrLPWF9f37TDUJWonelF+F6ua+Sbv7WsuWDAVgW+QaeWeQRG9YrrIBfAydUrt7FOQfWClKr7HjCP7EMVGedv9AfFHwqguRxqGz07qdPFdPMNJjNMYrwpZjqiynnX+vfqAbrQ6XSSjmu/LoqNEQ79sD/Qeo3sIkiQkgTUPdft6upqiWwhn57u4ZzmN+qXaN8ctsjhVa98HtFn0sfHvXpRPdG8e2QoJ7cVmTly5Ig98cQT6f/Zs2ftxIkT4fGcdLvdUiQNTgjEhof5eHGYKhbAKjo4L8z1Fvl70QU9h06OIUkd+QG50rS5bGYbTpHzr8rE4jmRus6k7jURaMylGREpFSUZq6urtrS0lEYpGo1GIp1mVtpEwfvNyu2BWyYNWAC/sLBgs7OztrS0lIyTvixVnaQ3f7VOdNgrPxNjXiwJIIOP9x6ZorixJmt4eDhFcrmuQWQWFxcTgH8jSI7I6IiM/ubppppe7r/Xh9nZRQDPIzJe3pEWR+GrxAOeSiD0fM7hReXk/HLaVeDaIzIeqfNAlUbZYavNNq9xqtpARW0AyMzS0pItLi7a/Px8mrY5ODiYphsjSKA2IGrjHDnmfOA354ftDds0DwzWEW373L1KNDXv3Mc1rar+vl3BKBrXV6RDnk/lfHviATUtB/tY/vZGYvg3j8p49/NxfZbWAa/JiMoL8K86p2l5H29amY7K8DfaxbsPPp3T5jwiH169sD9FefS1ArzWk0kB7uX6qRMAUJvoYS74fa5/nmbGuJLX1/DvtbW1Un45/9pO0WieBlPrkDTVBfQn7zolf2wTcgGBrcgtS2ZOnz5t3/rWt+zcuXP2zDPP2JEjR+zQoUP25JNP2lNPPWWHDh0yM0s7lkXHI+EIM5zQ4uJiWswMtttobKxN4XvxYeOFa/FmdigUOxmMFugojIJmMyuRotxOZR7wQppQClYMVa7ImbDkgAlLrvN7YNFzqjnl8pSDDZqCi4WFhRQlbTRuTJ1Cehh94ZGYqH61vng4HaNA7XbbFhYWbH5+3hYWFmxlZcUajUbaCKIKvOQceR0iw31A1wv19/cnh8CRSa5z7LanI1Jm5W2b3whERtsU39q+kZNmPVM7wGmwY/SAPz9bz5mVR2Zy+sB5ZXLA+eG1U1FdeOBSSYcndQFnpPsgXlUA1iMynnNVUKS6p6DHi3RzPiIbwAENjMwsLS3Z0tJSsg94Lrbt57U0XK5I7+sACs6PrjkwszQilCMxvZAGr5/0cg33S++aXu1fXQEIRLtoQBHXVPk577zqSFQnuVGUiMhEfdUDpnVGtNRuaF/n9uF0PF2LbGREZnIfnXqmQST2o5Ht1DphO4jpWtomPDLFREaDQTm8wv8hnIbmWUmAEhwtm0eute1gW7z20vrh/uLVXURsInvk+VHNx1b9RB25ZcnMkSNH7MiRI/bkk0+6x6Pr60q3202OZ2FhISQziKbxtCNWYjT66uqqDQwMJEXEtVBGRO55TQXuxzobXszPHY0jhrwwnRVEjQinrdEnZdEwWFUOqlcnyB1Yldhs81tmPSeec5IMspTIIEI6Pz+f1q/gnT9oU9zPozLqaCLQi28mNBqhBZmB8cQzlpeX3R3otNy9OHLuk+xIkFeeVuGNJmAqnPcyzE6nE+52drtLHSKjeqUf3MeAXAMV2obq/Dzd8kZIFXRoPplkqe0w23jzdE5nFbxUEZlIcvqjIyW4XqP2WlfqFDl/nLZHZpQYavAiIo76DM4LEwhMVeY1M3huX19fGjGBL4nqIGf7tB6jPsB9Fv2yLjCIwGsdAuOlVdWHIt3YaSJjZsn+cTDKq5de64mP5Ugq9y8lJ96ogkd2onORcNt7BMbr6wzu+Zx+8+iWkg5dJ6OjMVWjMzrNjPs5g3kW1WHFOyiLjrxATxhb1ME7ka6iD3hkCN88ygI7gXv0HARTx/X5+M2EjJ/H4pFej0CjHHyt17dz5FkJcR37UZe8qNyyZOZmS6fTKY3ILCwspF2doIgY1YAy6S5k3EAMaAGK0ZCrq6u2uLhoc3NzNjMzY7Ozs+k5fX19actmRMaHhoZS+mwA1flCGKTqSyBBlPRajRRwp2SFi4AWpMpJefeqYdUOngN+nC9OCwaUR2Tm5uZsbm4uAQvsyoXoKJfbi3Z5z4yMFxtzNuBIM5pDzICDjV4dR+6BGQUy3Nba5kh/cHDQhoaGNpFcOBeAtDc6kWGnr9MaPDLj6Yk3CqPP9Pp7BODqglvtd2bldSD8THVIubpR/d4OufGeoeBJ61QlIlr84XpgW8j3K9HzouW5eqnSOwZ4mhcsMua1K1UEM6o77reR/m+VyOB/jtDUkYjQ5NLaSQLD0u1urHtV/6PfuTxV6UBEOhQUat9j/+Otn+F76/RVJR5KUlSfuEweqVcS4QVSuM8zSWGSU2dUhqdJc9q5doLOeTgJ+S2K8s5fEeHgNKM25m/UGR+LCGEksA25MjKhQTlQFu5rfL+H8/i3jkxzX0Q5qvpblVT5DC7rVgjNHUtm1tfXS2QGRAbTwFCZrDzKUlmxQSQ4Cgqjuby8bLOzs3bt2jW7fPmyXbt2zRYWFlKUbnR01MbHx21iYsJGR0dLQEkXgGlnZCehjrPT6ZTW87AoaMYxD6DpNZwXPa9K6zksBiAawVaD6okSLhhJnuo1Nzdns7OzaWQGxgpExgOUOYX1hovV0YDEYtoayqFT2LT8ML4aLdL69oys5zx4OmNRFOlFrVhrxeUeGhqykZGRTSMy6Le324sw64gHYiJwGpEZFg8UeKOPnCb3cw5WcGSRp4VFeqH55necoM/pNCuzzbvUKHnSYzshEXjVdqhLnJTIqC4wMGKAqOBSo7m5MnvkE2nx1vtofx7tVRvN7ZOrn1x9RUTGA+s5qWtv+dpeAIdHaOoQYq+PbkdAZsw2zwzA+VweqvIWjaB4ZETJgjdKGIFPBekRyPRsHQN671oPHHu2Um0ar2+JppblRmV0Slo0KqP5ZuFRBdhAtn3sYxFE1DLpx2tz/Y4IJvd1/o/fkaCf8giNnsPzeO1MhPO4Dri/ef1K+6sG8L1PlfRCZLYqdyyZuXjxov3yL/+y/cRP/ITde++96d0gulBbh+3MLC2OZtDCQIejAyBNMzMzdvnyZbtw4YJdvHjRZmdnbXV11YaGhmxyctKWlpZckK3TRPicB0DYwHS73cTiNToPpWfjhbQ4TY/IeISG79XjfL9nKDznllN6NcwwgJg2iOllc3NztrCwYGtra6W1TJ5j1nr1FE9JBkd3MR9+ZGQk1fnQ0JAVxY2RDx51Q1SW68SLsDBxiurSm+aCOfswhnv27LFWq7VpuB3vQvKmHS4vL9vCwsItMxqD983sxHtmzp8/b8ePH7ejR4/a0aNHS6BQQTE7WW9UhtsJfYbBgrYR7zLF7czrtjAFEaIE1xP0IV5gyyQb6RRFsWkDkYjI9AoetwJyOf/6qQt4cT/XM9e1Rl6RVyU0dZxzBFR5F0ToPcAUb8HOeeT5+/xcBapeWbnOvIh4HUKjZe2F0ETX59q+l/Zkef755+3kyZP2yiuv9HSfJ+vr6zY/P5/aRf2BCreJ+sroWvz2CA77YS8KruCSf2tauf7q+QvWA/z2CA3nn3Xa+3gkBh8djVFioySH79GRGe3PUf2zX0ZZYe/gY7keGatV9QVt5yrchPQ5zzxKk2urOvnQDQAYQyhWgx/3+o+Ozmj/i/qkVyf6OydVZex2u/bSSy/Z2bNn33jvmdlJ2bt3r/3Kr/xKWi+j8zuhVGYb79xgcALGzwutMWVsZWUl7QjV6XTSFLPp6Wm7cuWKXbp0ya5fv26rq6s2PDxsKysrZmbudsBmvuPFcT7PndFsQ3Ew3akoik1zLiPjGClcLlqB857jU/GIkaafm7KjwBO70PG0QayBQttomesI17E6BBhNRGOHh4eTgWk2m+k3zg8NDdnQ0FBaH6UAR+vfi4xx2WGIefExT5kEiZufn7fx8fFSpB950dEa9Omb/f6YXgXvm9mJ98wcPHjQnn/+edfRcKRb7YFHwNWwMwHl0RImmgia8FRQfkEpSObQ0FBa22Vm7vNYuE8wSGZi4zkqTrsOiYkAaQ5kaJ156UWEJpcPj9Tzbl5s77x6jOxeDrB6IAAkBnmG/yiKYtMulAwCvbqAbakqu9dHYQd5doFOM6wjEXmpSqcKqHEa3C9ycuLECTtx4kTlpj51BPYYelK3XhgLaHr63yM1fFzJszfN0YuUexFyzQP/9siLgmkmNKofnJ5HYnQUm0dSehmVwXU8wwX6odPZ0G5eeXkEFD6/0WiUbCHXA751uieXMWfT6toRtmV4Jtc3i2KVnMC28zNhUxRfcb9VP6LY0VtT4/kGr+9H57SMuWu4XvDqleeee66yPu5YMsNExIvKAiBie93FxUUbGRmxtbW1tFAaIJqvGxwctNHRURsdHU0vHMTUJ54CNTc3l6Lp/f39KXLPL2zKTUnRSJE3PI1ODWOhxlGHRj2wo3WmoFqljsPj61jZId7IBOfHiwzhBY4YlQBo1Ag1v2OmF0KjxghpMhCFkRoYGEiL5WEceME/P1/BDbdHBDhRB1x2jKSgby0uLpqZ2ejoqC0uLtr09LRNTEykkRgejmcwz/V2J4kHjHU0hcmd6hy3pRIZbEiB9uEprWYbZGZ0dDStnWu1WjYyMmLDw8MuyIgIDTt8tCEcNvfZSPdxrG6d9XK9AlnP6Spo0vu9PLCNA5HR94VF03Jyztp7LtKCPeCR2WazaY3GjR0tYbv5WWy3OcDEwrsZRflBuZXAYZMZbAuP9KpGIHKgJLq2LgnwrtdjdYDPTgmDVO17UT2w/c+JN9XI86nRaCCTFr2P081FyCOArAEwr5xePfA5Jj1s45iI8Gg2B4WjtTE6MsMjNEqa+LnaPty2OmUaoB/Ejb+90Z5eg3g5W8J1WidAwzM2vClm3rN5miqwo+q7p38eHtS1Rp6v8Pp3ld2sK9vR9zuWzPBULLOyc11bW0vTldrttq2v31j8PzIyYu12O60xWF9fL71XwOzG1KKJiQmbnJy08fFxGxwcLAEiNghQXN59C4rIjhn59JwudzQG7bgH30xmuNNCYXJRW4gafxY2KFvpxLhXnXikKOrM9cWnMKIAF3jfA0bMeJhZP56R9IAY1zci6I3GxgYDTMo8pVcAbVYeOlbywo6LARxvMY7pdSDXs7OzVhQ3tl3mNT38fDMrkfJbaUTmZonX7uqkmdCAnGpQodvtlkbZzKxEZAAw5+fnbWZmxq5fv25zc3M2Pz+ftu8F0R0fH7exsTFrtVo2Pj5u4+PjLony1j4puNF+hWdwgMS7P9I1/l0X3EWSA+jIM+sb7tFnegEo6AKvHcLIhEcKo7zUOc62VHdKZN/iETOzjcW7WgcKdr38sP/gkVmMzsKOoN05aOfVu9ZrlWyF1HjktOr+Xp9TJawT/Ntsc/Q618c9H+UBPfWnGkjTttZzOb2MREdkUBYeCUb/ZH3WURvtE0oouA/qqAzsH9vQiMxwGvjPaXu2mQMKkV3A9VHgJyorrlf90/aICClfq7gisgUqERGJygESw8/nZ2k/9/LsbUbh/a5Tbs1bVNdeWTy7X0fuWDIDZVGW3+1203Sl6enptIC8r6/PRkdHbX5+3sbGxlL0fXZ21qanp212dta63a41m03bu3ev3XXXXXbXXXdZq9WyRqORImUA1piCZmYJ8MzNzZmZpZc98jbRnE91dHwcjptBC0dQeDSBt2mNiIyC+KhjeVGdXtpC04UycpSA88BgnqdX8MsgUVaQGF4Ir8SgjpP3HCsDmsHBwTQ6p1FZvpfBsk5tMivvUKJGGv89Igcwg2kmAFUgOkNDQ2m6JJ6L+uSRgjtNIkKjYJF1itsc7c5EYm2tvLPezMyMXblyxa5cuWLXr19PNsNsI3rOQZA9e/aUyCX6nIIdCPQXaTEJYl3R9RS4NwL4SuT5mNZhr7qvYB8OGRFTtUFePnQkHdsiww7w/bk8sNRxtgpyQGh4ZIWBRKTnnA+0ky4Ej2wBlx0khkf90T/7+/tLQTH9qI2v02ZbEc9+1iErO0VkOD2P2PFUshxpVz1h38lAWAmKrotRYhORIj3vlQffGhBQPUKfY7LD5eVyRXWmuELJTNV6Gf3N62SUFKFdPBIV2cE6/aWK4FS1iY6OefgJH7YF+pu/ua41OKbC+AJ1ocERTl/rSPtSRGT0o4Ql8h1eX90qoakrdyyZ4ZEZ/gCELCws2PT0tF27ds0WFxetKAprtVo2OTlpCwsL1t/fb0tLS3b9+nW7fPmyTU9PpzUw+/fvT6M1e/futaGhoaT4cDB4kWKnc2PXqLm5ufR7YWHBhoeH05oPBedsFDlKi/McjWRDwNEOLEBVIB91THV2O+VgPCeP5+nwJp7LjlzJDOq0KDZ2EcPUHWw/rLuKcbpcHx54isAPj3LpQntWXDbanC47VyYz+hwlRTD+vE6gr68vkWcYOQbjSqbgUO4k0bbW4x6ZYQeMNm82m6Wpe2gfjBBixHVmZsauXr1qly5dsmvXrtmVK1fs6tWr1u12U2BhYmLC9u7da5OTk2nNEgcbeDG551x5sxBEXxV46BQEz/lwH9uqY6mqe68dFFB5EVicUzDF73jCVEncD5vYq3jAQM+r7nvgV6fQ8CgJTwWEzfMIDYMJ7qM8MosX9s7OziYf0Ol0NgUw6hCHm9HuXG+a9s18HgvqPHoW97vovH7rqLu3S5T+V2ITAWSIglEI64iSGRznaUjoX+hrrEtRmfEcj1BwoJRtJpMUb7cyj8jwRgK8+F9xDLeltledsrB4MyYiEpkjmF7bKWbJ2VO+lnfDhX8AsWNBPaMOuDyMazzb54065UZhUJ/cb3ObVqieaDn1d1QnvdiEO5bMdLvdBH55ShdGSWZnZxNRmZ+fNzOzkZGRtJ3zwMCALSws2JUrV+zChQs2Pz+fOuv169dtdnY2XTs+Pp6iY1A0GBq8vwPOCKMIIyMjtri4mN6RglEXLB5HB9dOheuUIPB3BGwg2iHVQXsOu9e690A1gzfewS1HCNBuPCXPzNL9WJiPkRl9+SnS88iMZ3zUoHO+FSB6I2g8FMxpcj6qpp9oHTJo7Xa76b1CWDczMTHhkiB2SK8FkLhVxIuUcbvyB2ARL7rlaTwYhUP0GyOuZpYIJKaYTU9Pp9GYmZkZm56etuvXr5vZxva9IKLo/9gEAN+8aYNGgpns6Mgg66uWV3V5K3qdsweRQ/Lq2mzzuoMc6UQ/5hcSY/oeyDlspafjuXrAM3Jl9u73AI+SEbONbfvNyi+0ZQCh5BQ2QOuPp9ixT+t2u6kvVJU9KmPUpnxe23irvsHrKzfDLlWVF+BQF2Jz34RUkRZco+skIwDpBSr4Obl8K7FhneLgmRIY5AW+qUpfOX0eTWFCw8RFp5ApkcG3EiPPt6quadn5mjp9nCUC4hFxiYJKXjpahjqi13mEpijKmwDgN5eb64XLoWXWfqh2izcGyBGXKG3Os1eOKntTJXcsmbly5Yp98YtftPvuu8/e9a53lRwiIlzYgWxubs663a4tLS0lZe3r67OFhQW7dOlSmh5mdqPDzMzMJNAzMzNj+/btK003wzSIdrudprExgGk2mzY6Opq2awYoB9HBLkfKoM02DC6/KLMoimQg1BmqskcdzfufczweMFAAo8aNARgTGxhoiI7KoD69KWYMAkEElVxwvqKIApePQYQa6giUMbDx6oT/m21EZfhanhYIIqLPRESe33Xj7Z4GML6ViPXrITu9NfNHPvIRe/TRR+3hhx92HSe3Me+SNz8/b9evX0+jtZg2ytMZ0T481QxkZn5+PtmXxcVF63a7pTVMWNOFDQGwgQMIOfoZ+oKZlfQfbc7n1tfX3X6n4um5AlbP6fQCXrl+GRCxDiBNBQMeIWeyCZu9uLiYnDrspWfrOE/6O7Jf3ofTjkANl4d1XINMbPN4LQ76idaB2kJep1BHv6O+4LVx1P69+IGtyE5uzVwlXn9niYAt23cFt71ML/PSyJEY7g8KmpWc8BQzJQNsQ1jUN6m/VEKja2Q8P8/nmMhwOriP24R1zqsbJmc7Idy++O99lNwoFtMAZo7McBm9Xc2U0CBdXmurQWr99jBONBqj08s8XFNl7ziv3m8+pvqHrZlnZmbCOoPcsWRmz5499qlPfaq0aBxgBYADW9wiyre0tJQWj/f396frPFleXrbvf//7dv36dZuamrKpqan0rg9MJcOUAGwywIAI0yQGBgZsZGQkkZulpSUbGRmxlZWVEjiPOhUEnRy/IVVs2AMSnqH3DD+f85wvf3grUYBEVSykpdFIniuPqVZmtmk0S6eXcX74uBpEz1l7I0NKLDCNz3NecHKoG556wqRKAZiSGSapzWbTWq2Wzc7O2srKijUajRTZ122/GTjdDrLTWzP/wR/8QQhMuW056IDgxiuvvGIzMzOlkdFGo5EW7hdFkcgjHPbCwkKa6lcURZpqamaJzPCOdx5ojaKVZhvRX9wDwYiPmW0CVZGo01UA6wH9Ov0oFwzQQAJ0xCMgagP0Rbl4PxJs9fDw8KYpxRy8YHuQAxweiGNgpnXFm6vgfiahWh/crmw/IGzbFVQyyMMz0J94JI/LEpG7XNupL0CZVdRfeOfrPNdsY2vmRx99tNb1N0M8IKa6VGeLZW9qjjflLCI3Kp5vQr/gERn0QZ5ypuXwSL2mqX2OR2OUzHjBPvZZfA9/4zc/W32gtkVEtHNtpnUQAfIIV1URGR3JY333iGNdXxwRGh6hYduJZ6q+KjGJyIz229yaPq+O9H9OtA3vu+8+u/fee+3ZZ5+trJc7lsyYbUSoeVtffU+HKgcrWtUWtt1uN+1cdOnSJRsfH7dWq2X9/f2JPGHnHaSN52GDAR51wMgDADs+AE05sILO7oH1SJTQ8DGUr65D8sAiRxR5HQkbBDhmGAAvGukRGgBKpMNlRl44DwzyNYqt9cH3YrE9vgFqeMoPEyk2IF4ERB0GtynSRR643jTCDTA0MjJSellnFC2qArhvNFFQG/VL2IW5ubk07fTll1+2ixcvltq9KAqbmJiwqakpazQaKQABUo52GRwctLGxsURozDZewjs4OGj79u2ziYkJa7Va1mq10qYVukUmJKfvDJYYIEfXa9r4XzdwURXQMNs8EqpkBmnotBcFMzwqg4XvmL6HABPqjqeteATWCxZovvFbSYzqPewO7mO7A4DBQQyIklW2uWwbkIZGX/FcvLBzfX09BcJQDzlCo2X12t2rE+8+llw6nnC5I3B9s0XBq5m/65i32xPf5y2q1rQ9ENyrLVaSzjpjViYwSnAi+1FFZqCDaj/xHQVhWAd51LBqBNHrV6pbHrjOTZvSduSPtpX37QF5zkukC6zLWueq595H19DwyHuk30iP86K+PyprFXmpQ2i871xbV5FTT+5oMgPh6UogF+hQPOcY05XQ0QFSvbmMLN1uN42qYOQF04FYOE0Gsd5UgmhnIrPNb6rHlDMFC2rEcp0tcvD8H2lrZ84NTXtAHGlFH60PjKxhN6/V1dVEJtSI8vOLoigNZUcGxqsbEGHeEprX7GC3OqTLOx1pnXtOBWUFMNHjiPjzHHkQXwBjXS8EUMzpcB6itn+jiRdl5H7B7yrhXaKwIcj58+ft+9//fqpv1OPQ0JBNTk5af3+/jY2N2f79+21kZCSNwmDaI/6Pjo6mtoID3bNnj42Njdnw8LCNjY3ZyMhImiLJhMbMjzZqX0K6ADlqW3LtHTkVj9joN59n++ARGR2ZwXke0dA00E78fqWZmZm0YQtAW6vVKtlJbWvPqXt55/88mgwyw6NfOuqpQAeEBsIAFHmDoBw8egybwNvYom2h4wA93H84mOEBYM/G1yGo2iei/hOBu1tJPDDnfXKkxTvmEZmq6WaRfnLbAR9wXer6mEZjYz0ep6v9TEX9MZMY9cXot7xwn497xFmPRe3hSY7I6JQpj4QoieFzOVtaBeA1DZTB0xXWO/bB6qO9OtJNhtiW4XlMGPV+rVetB68fex+klfvwNXWF66zufXcsmdGG0khDo3Fj2s74+Hh6cR0vyjW70RmHh4dLa2aqBFPKRkZGrK+vz0ZGRkrRfEwLAgjFVAk8jx0pD93y9AWUj6Oy6pw8UKOdD9+esWHj5jF+JVQa1WHH7SlaZMQ9QqTbE2MKHnb10nm5nJ6SI3b2/M1KjuO6kxrIDBsTrkuMtERRm8jZs1Fi8gcCwx88H1FaJTMeQKwDbN9IEpEZjrgzUMbU09nZ2fSZn5/fFE1cXl62y5cvp5cmQsfxGRoaSjpptvFOIUTT+/r6EoGB7eH/AKreYmJ2hmabCQ7bGA9E1RG2Bb2CUAXPVTZA72OnzHaQySa3Dewm9BIf3QAEH9XtCEQwkWLd52g3/4bf4DqOgLFGZZVcsO3SwBaeMzQ0lO7lkRmdZsp16ul/VZ/w6gV12ks6kX+pOnczJAJjHjHJAd+6RCbqB8gL5ysS9bFIg/8DNMN3eBvreEEL/s1ERv8zcVFC7ul7HRKj7ZILDngEhdtBv71PbiSmivBE5Jd9LZcB9iZqTx2VYfECrnge6zN+c1p8DNfx/ZxnXezvjczguhzpj7CFliEamfNsSiR3NJnROcUMOrC+hedb4x40KkY81tZuvGSzrmBaCqac8Toc/McbpZvNZpq24EUDNeKojpA7KY8MVA0d4l4VdfQaSWSFYBDvkR/kA8KKxKArejY/n0kNnPvAwMCmxYecHt+rAE8NiTomtLvODYbjUJDMZWBHpoTHc47snLxRKUxl1O1oeWSGXxTqlY8j43cCqcmNzPB2t5h2urCwYLOzszY3N5fWZETpYtE/r6fAS3exkQe/ZJHXvo2MjKT2GhkZsVarlY7xO5IiB2K22VEwmWE755FqFXXCKgp+FIRpIMUjMfgoWfIcuvb/lZWV0nqZmZmZtNtkf3//JjID26vpq53xSBbKpqPkuk4P6XGaWtdskwEwOSilBEtHb5RMQe8HBweTnxoYGHADGVxG5CWy+7l2zwWherEh+ozXmsSwqO+KwJsC5irio+RIbXzkgyNhnTHb/KJMFgWqCKJoZJ3T1t9KYtQf6UiMjsqovjPZ8dra6xNeW3mjBBEBiYiKtkEdIB/dq99emYAPPHvtkVOuJ55ixm3DaagdwbXat/m31z+9uvPKGPXfukSGjymWrEtkzO5gMmNmaU0DItiIbqPT8JoENf5mVgIZly9ftpmZmVpGuChuRGMnJiZsdHQ0TUFhwAnAASfU6XRKa2e8qWZMLNjxMWDWTqrGNycRiWDDykCB0/OAgRogiJIZVmjOB7cFn4fh5Ug7ACrfz0RGDRA/S4EHKx7K5Sm31qkqqj6LFwzrEDQ/D/nGwvTFxcVE4nB9f39/aa2MVy51Wr0YjttZvAihN+LHUxhZ31gnWQAmBwYGbM+ePTY5OWljY2OlDwAmQCeP2DQajVKbeS971Sh/JApg2HFWkaEqcOkRDr6O7YBeF4FgfCt45PvNNusA9FpHKBH8Yd1fXl5O7QYyEr1EV6fvcp1pJNoTBnEeaOH2AfDgqagclMB9sGs8Eq07OHJQjNfssQ1FvwWJiuo96mcKklQUhDBRvZXtSw6MeYCtasRmu0RG/aJKLiCF/sPTE7mMeq+2i7Yr20yPpFRNNfNsLj/Hy4vaHRaPyLCueMFa1idvJMYjP3hWRGIi2xXZU/xW8oH7OZDBgV6uB51iBpvEz1XsF9Ux/49ISlUd5XSEn6P2j4XtrEdo6sgdS2aKokgjK6x0ZjfmvmP6F5QT4AbHuBONj4/bxMSEXbhwwS5dulT5JvWhoSEbGxuzyclJm5ycTBFbniupQ7V4PqZRKaHhqRPoUArUIF6nVWOn4gETjbbgfiilRhX0GuTFIw5QZgVvXjpYH6PrjdTYegv9YfBzjkOn8GmUA+ehiEzGPKCkhkdBp0csePoaR8L4zd5IhyOyOrWE65D7hFfXb1ThsnvOlQmNt1vV6OhoOt7tdq3dblt/f7/t3bs3rVGYmpqyu+++24aHh210dNQmJiZsZGQkTf/jqWUAnEVRpDU1AKJKZBR0KtDXMkWBjMjhQKqciOcs2ZF6eYyIjAY1vDJq2+DZGmzi30xosH1zt3vj/WIYucDUMw1k8IYkZuUAC+dJQYdnt1jflCwwsOI65/ThZ/ABYcP0Nh4RRlCMP2yHdfE37BaTobo2QO02H1cAd6uLB+Zy5KQukWE/Vxf8RfoIgY8xK0+DRvviHM8S0AAZp8k664Ff1l30H/WtijPYNkS6r+XjPHjBIgXGEbjm3fvQDrCvTGL0HB9jDBKRGL3Ga1Mtn5YHedKpqayXXlvkRPVafb1HMDTvUR1HdRF9vOfk8oxro5kPObljycz169fti1/8ov3ET/yE3X///alTDw4OJkfBIBjRWZ3Kg464b98+m5qassnJSftf/+t/haM0jUbDJiYmbHx83MbHx23Pnj3WarVSdBYOmKcP4BjIC5OY1dXVpIwM0CHa+VnJq4yoZ4yUzCioyRlGvkankLF4CqNKzddgsTuAIK5hQKFD4FoOKJAaIi+P7AQ40sPKqIZO65TTUkKj0u3emI6E7ZaLorwzHQBMt9tNU8tGRkZCIKOOia/h9G8l2cn3zFy4cME+9rGP2Qc+8AH74Ac/GDpdBrVoH+xGBp3DCG6z2bS77ror9cGpqSnbs2dPIiSjo6MpYAGQqWSG+zKuw0iPkmIGxh6Y9PSSHVWk83WAp0dOOA+atuouX8MOu4rIeG2E+3i63sDAQGlEkm1qt9tNdQliqe/sQrvDoTIowH+UgUES54UBVVTHbCt5xBf/2Y4yeeOpbXydEhkeyeM0WM9VomNVAOpmyvPPP28vvPCCvfrqqzcl/SoyoiA3OqeEx/O1Stw9QqPnvTaJCCR+q3BfZp9aRWTwW3VdQbLn1/i3lq2vr6+0RpV9DmZA5GwT7tN2Q5/nwCYfY7LDsz94+q5HkiKAr+XTY9o+np1U8pZLj21mhBd0do73bK1TTV9/e/WR678snq3xMBH3QdTHmTNn7KWXXrLp6Wm3rCx3LJnZt2+f/eqv/qqZWZo6gulm+vIxfsklomFMfuB89u7da3v37rV9+/bZK6+8YpcvX05vCze7scPVxMSE7d+/3/bu3WsTExM2NjaWyAwUenl52czK81R1hIHnbDcajdJ0Kc+oodNhNAqdxQMaatw88qJDxkpWUCdep2UljJynpxyq7ACC/EJRzIlHfbORQh44YoX8oMyctiqvF23z8q4Gz6sj3O9FOTgtrW/UA+5DvwHh4ReE6uYR3JYYbYQDYFAJgFa1S99rKTv5npkDBw7Yc889Z2bV5FKnosJWrK+vp+ONxo13zExNTSXygW3YATDRTmYbDhgOSUERO2B2BEpANdKaCzCwY8f93OYQDwgpkOFjnu5rPer1CuwgHlDw8sZtg1HI8fHxZKfX1tasv7/fJiYmSuvFeJoW6gT2lG2FAju1R2wPsGOilssbRfPqResHwu3HI1H8fN4CGsd1FA/3c9AGtk0DWp5oPiPxQFwuXW1T7xi+jx8/bsePH7ejR49m0+pVuL16ITJedJ/rldvd6wdRIJHrLQKqXj1xebidvfJG53LpesSlDrnVfgAd5P/ID2MOXQPipev5TiUv3m8lNtymTG74t7av2gKvrF6ePdKI6xU76TNY9+E3PDwF8QiN2mjNN9JSPBKRllz/5fS853n9xKuf++67z+677z57+umno+6Q5I4lM43GjXdBmN1oeERXR0ZGSovrMSqDbX95ZAaRPQCEPXv22NTUlO3du9cOHjxoV65cSW/97na7aVHvxMREmk/Pc+LNNt4KDYeMhlVgg2sQbfScIo80cNSu2WymNNkZ50BLHSLjERpVlpwC5KI7ei/yDqAIMgNS1+l0UvvwTj4RsGADpu+F0chMZHDYyPKzuA51uFcjS1ovMO4AYnBIzWbTiqJI7ekZYp0rz1NSMEVK2x9lxEjTrTZCs1PiOWPP+aIe8ULSbrdrrVbLGo1GmkLWbDZtbGzMJiYmEpnBuhiz8ntCdHSMn61O2iMyCla8fsLBD9V99D/oiBIa1TkNcnjHdLoZl8fTb9UZfi4HCyLHh3tBNFutlk1MTKS6xdQxvOsHaxLNrPTuMJSdP9D9XJsoQGUig3QVpKCuciCAhXUSOo+6RnvqdFXYQwZZPLLPNkgBktcPtG247XO22bOzntQhMrlrtyNqc3NEhskfExZvOpOCa24LDxjiOP/m66P+4QmDwSpCgzrgezwfzFiC/+vvSLxyeRvx4Nmcj1xf8wijEhMmLkxqvGOcjgYyvX6S02Ov3bSecZ0XBNI0og/XJ//XtLl+vfo083GNV+66xIbTjNqQ64bzjG/4zLpyx5KZvr6+EpnB8D0vqsfoB6LdzWaz9A4aRMJh1NbX121yctL27Nlj+/fvT9uELiwsJBKE0QRMBULkMGrcoihK0yc4io5RGaTN+VZgyqCfo7uqsOhEyEdEZJTQeIQoUgz9D/GMqR7DvUpmEDU3swTQG41Gip5z3eWMH0/PYEOXy4uCHI1GcN15UVzPaKpx9wwFtgDWa7RuuX+jryCNyBiBSLfb7R0HEreSRECB9QYjfuvr66W1LSAzrVbLRkdHbWxsLEXGGUBDdMQXeop+G01r0hEYCOscj9QyqeHROuyO6Dk3D/gocNGP9mkdDdL+qPXOANpzgDjO/bvbLW91jCl80HfoBIgOtiZGGXiNjeYHgIbn0CtY0kBHDsxwvXF9esERFQ0wwC6jndjGsU3kPge952m1nI+6oEzryWubKD2VHIHR/xGx2a5w2yko1lEX/NdIPqehUwqV7FaBPwjroXfOkygoExEa1iUGikpmIXyN6r/3fO0LwEWRD9N8cboe+Ob0vamBPG1MA5M6AuNNM+NrtZ/kiGjUnhFQ52twDODdS1ODD9yOGGHmOtX6Q3/Qes+VQ/uupzORDYzIuid16qmO3NFkZnh42Mw2dr3q6+sr7YCjQ5SYXoKOB7DD00Y6nU6a8oC3hy8tLZWmqOH5PLfZrPzuACZNeDZPHYJjXlpasvX19bTAldf7wNAiej88PJxeIsfDkNzxELE180F4RGL0Ogg7YB2m9QwtCysD0uL/3W43tQmInNnGCytRd0xQ1CgpkcG1vGU3K5ZXPm9oWsGMVzdsJHMkCGlj1Al9x9tRSY0GT0v0ns1OgPPOwLBqQ4vbUeoALQ4CIPDRbDat0WikkRpsnYz3wWD9BXY8Yx1ZWVmxvr6+0os2ATYRrUQ74c31PH0UeUSaTIpY/7m9MUKBbZ5HR0dLAJT1MwdAFWSo3utWrKzjqhN4lkdm9Ns7BvtbFIUNDw+XRiswOsu7eWE9GU/Pha1gGw/91zU0bLdQHu+4l88InHn3cX3D5vA9GG3u7+8vjdSi/dhWIbiFPubVqQdWoiBTJLl2qroXZeXv6PhOEhpvulAvREYj+epPIuDngb7It9WpS9ZjrSPuBwp+9V70rZxEwQx9roqW1QPf3NfZfkS2QfupjqYBk3kjMRqojHy3+mV9ZhTMiNqXy+R9a3mrPoydYP+8TQT0OVGfivLvlbuqzHWIDNcL/nv9CASvjtzRZAZRSt4pitcjQJhQMDtWo2ZWXlwNIIj3TmAXGgaWaFRe3I8pbQzIOdoA4wNyhC168Q6MpaWlRGYQQQbwarfb6fmqlGabt3fUaSvqnBWs61QqzrMHmrRTQyLF8wwAP7fRuDEawyQg2gmKozK4hhdc8z0eYWMFx3M8UsIOhQ1M5PT4Gu5XbHR5VMYDAvgwoAFpRtoM4Lwyc1l2EkzciuJFHVFHeBEhouGwHfwOGEw343qE8JQvPAs2B2QEx80sjSYywUZ6bF+wo+HKyootLi6mbbqZ2GMK3NjYmK2urpbanp20WTxKEOk6EzH+qI3sdrtutBp1zN/IByQH5uDo0DYI2vDzeCQbpA9kRkdv+ZsDGawDHtjhazifCvjQvnytp19KZpA+0gM5w7MUMLBP4/7GkVkPzEVARcU75rVldB3y5H3ree/cdkTBoBJT7jNFERMZtfWsT3iOEhuuE/WHnD/vOyeKJXBMMU1VPUa6z9/Rffw86CX3cZ5axmky9sK1fN6rD/Xf3A4agGbcFI3C8EgsH/f8oAfU67RRVFdc9hzm8Z7JfRltzNhLbYiSXe8Zapf0Obn/fJ+2Vc5mKKHx6qaO3LFkBgyena/ZZscNowQwoZ2ejRLOQ3h6T7vdTqM1IDRw/jwagxf0YcQFC/YB0DnNbvdGtHd+ft6mp6ft6tWraY0OQBeisRgtAnBisMFGGP/xLH2PjRo3KA+fVyCuHVYVQAF5lTIwqOBjZpZ2l9K2U4LKCqmjM0xucI8O//L/KILDz+IyMplRo8B1yiAG97DRAlBk4WfwNBTu81w3KDNIHPq01ucbae2MOiAF6mwTEMRoNDY2W8AaGkxhwqgnL77meoTThkCv0J4YtUWwA+3Bz8FGA0hzbW0t2ZLFxUWbmZmxmZkZW1hYKI3qtlot27t3bxqN5cAM5xX1gLrxghbQb153xSN/eAYHEhh4m8XzqCOAkHOITGYYzIDcsJ1GnfFUPOgZj8jo7nFaH8iHgptI5z0bFwV1IseNcmibeHYU/UsXWnPggwGe2joPoLDkQEnVb4/AeGA5Z9O2K9xW7L/VF6rf8IiM+lDUmZIYbmOv7evWH0RJUNQmvdZL1XHuz8gH659HmtjvM6FBf2cAnhvpUbCsfZXbyptiBt+m5/TbIzKKWXqt96p+X0Xsub7VD7OdQX6rRjJydpfruOoT3afHq+opZ/t6kTuWzEABNAqmoxEKVjWiFRkWBqbr6+vppZwAINh6GTuXMTCZnp62ubk563ZvTBPBNB8AT3RqAKGZmRm7evWqXbhwwa5cuWJzc3O2vr5uQ0NDNj4+vgncc8SXQSyeAZDFQEUJjffhyB+MitnGS568Th05NAUIHvj0HEJ/f39p5EmNk/YBdkiec9d79LlVyq7P02d7ZfA+3nOZnGke8c2RV5B33K9GXKfV4T5sV153uPd2Eu2/PH3KzEqjdehfvE4LhAMjKTpdAc/gnQkRjICDx8gq9L4oivTMkZERm5ycLG3tXBSFra6u2uLioi0tLdnc3JxdvXrVrl+/bvPz88leDA4O2tLSUsl2gXgtLy+nZ4BYKZnReuFgiu6oCBvBgBmBGAUFCopUDzwQ6OkU7CP6Mvq46j0AFgePeBQJ92kwQ/VLo54esFLxwLzn6CNnXgVyPbvIQQy0O4+Yc315AK6u/YrOef9VPP/xWomuiYJee6QGfkwJjudbPBIT+TGvjqvqzAuaRunVAZB1rsulh2fy1HtuS5xD/2O7AuH7NDjHdsKzB17982iL9vHcNLPog3qv63tVIqKi/T7X/xVfRcKkwLOzfJ3+9mxvnU+UD++3d81O6v0dS2YuXLhgH//4x+3nfu7n7G/9rb9VIjK8e5TZ5mF5npMZGSrcB3CERbhDQ0MpAttut0tsGyMz169ft+np6bQrz+Tk5KZpKohALi0t2eLios3OzqbRmZmZGet0OmmePxb/8svW+G3ZKysrCQTgObwBgrewmL9ZYCwA+NTAQSKlVgcQRTzNNo+WAEBxZN0bleHn872ew+Ln5RxvlXOIwBuOc/vimshg5gwJOwSeMol59jrqo6CHo/RmN/rw0NCQdTqdRLxfD9np98z84i/+on3gAx+whx56aBNY5xFIjfhhVIO3wMYxb8qO2YbDNttYc8Uva1xbW7PZ2Vm7ePGivfrqq7a6uprSmJiYsIMHD9r+/fttfHw8TWVjUsEjv3gfFvq+mW3KCxMUXq/D/dqbSsZTYfnt8/jgWdB/M0t2SoMgEI+weA6Vr4Uw4cZ/D+hAJ1AmXW/GQEhH1rjOehW2HZx/T6895+7ZDP2t9aH5RH1yn2bd50/OruTK6P2ORElyrk9ATp48aadOnbLz58/3lLdI2u126UW10fSx6LjqeEQG2bZyuXohLSo5IFqVdq9tW/VstpEMtrkvA1NAONjBQR5Pv7ygB9exV/8ekWHbzUE7tK03Cse/6wB4L+/6u+o7ChR77cDYROsb+t4r2agiMvpsPu4RPu8ZkXBZ+PvMmTN25syZ3ffM5OTgwYP23HPPJafMyqiGlR2kRrJxPGp0pIcpYzqVodvtJpC4traWyMzly5et3W5bX1+fLS0tJYACQ4fNC3SUB6AGUUsG/OqgNcqKkRQzK633QfqYb64vbUN5ed46tg7GOgOuV1VeHNP6q3KynvPg55ltzIlWQOe1sxIoKJRGp5nA8TVcDog+IzLaTPoiIsUjX17aaGOPqHnTALXsHMXW4+gTr9e7Z3b6PTPPPPNMqV15ipSC3KIoSrrLayt0VEvBoZk/LRIBhEajYaurqzY7O2uvvvqqfe9730ujskVR2J49e9KUU+yWaLYxt9wjYQh2wM4gz7x+TQkN2xbYKyYwGvzAxia8+QaehVGrvr6+EmmIHLTnKL1RArUBOq2FnbkCEpwHmeE642dqVBb38W8FD3yNZ6fqgAqvTjj9CFiweEEhtgn8DAWFUXq5fOcAi9o6/c0joJpvLfexY8fs2LFjduLECTc/vUij0bDR0dESUOX+wuSliuAoiEZ+cwDYG13pVbx632pauXs5rzoq6QmTGvZnqGP2pWZlv4f/Uf5UDzwS7o3MoP2UyHjrkKP2rAPqWTy7wN+KF3JlrxLWM/4Nn4/jeo9K3REZLbvey+nX6ZMRJoLgPTO/8zu/U5nWHUtm1KCysIJFnRsN6E1J8jo5AIJG/lZXVxMowpSTubk5m56etuXl5XRNURQJQAEE8TQu3noZ00yw6L/VaqWXc2Kev66PAKDj3/x+Hd6VTd+5gzzwdrWdTqe0aQITGK4TPhfVoR7ne1XZMKSNayNCVAWqtN2Y9DGpUBCY+46UW42+Xhst9FeDwvcygObIrNZ5zpEx+cWUJ6zHup2l293YGAHty6ONENRnf39/0i0mM7rWgOtbyQxHyjqdThrZwUt3sfbtypUrtrS0lPKwtLS0aTcy2B0sdl9fX7exsTEzuzG1DDal1WrZ+Ph46eW8KAMDfJ56iLxi9IV3ZZyfn082AGv7mPgNDw+nzQY4qKA66wGjCCREgIGvhb1WQKnRVe77HrnXjxI+vZZJgoIX7muaZz6Xc+ZVdeI9h/XdC3p4QSOvbiPS5uUtKp+WTe2PtoHmB/fXAUV1BboTgWAGujmCE00xU3+lQYwqoFcX1Eb6oOeq2scTb2TIIzasJ9yGTGrY77Of92xBTtSHa92zDdZRGQ04eWtqNBjltTG3bx2JiAz/9gie5+shnr3w9BT2MEdClVjX/eTEs+evldzRZEb34Peicqok2qm9aKznhBhc4jzWtTCxwHQeEJJut2vz8/M2OztrY2NjaSE/CAm2jcXx9fX1NL1sbGzM9u7da/v27bOpqSmbnJxMhIZJDcrL0cqVlRVrt9u2uLhoCwsLNj8/nz4LCwu2uLiYNhQoihtEC6Sp0+mUyI1GQVWJoYTsKFB/XoQW5zwnyEYT7acOhvsAf+s5BjK8LoAJnOajKhKjhsHLFz8/RzzYsHoGlvPG4KxOmsgXG9rX0jDdTNEpcyDvPIrARIYDBTz64BEZ7bP8DPzvdDqbNg4oisLdaGF5edkuX75s+/fvT+/86e/vL20VjQDH2NiYtdttW19fT+9YGR0dtampqfSC3larlZ4JPeM+wVs9Q/eh/9PT0zY7O2tLS0vpHVrQ1/7+ftuzZ491uxvbQZuVdVidNs7zdfjt/WeJiL1nM9QOc+Ag0gXklQMZOorDz45siOY1AgV1QGxO/xjE8H8OzOm1OUDNZaoDgOvahojMRLLToEiJRzSVTMGtEhwP9Eb9z8t/1P51+0WUnldP6hui9qw7aqRTmVW3kG/WeU6b+wCnFYkHprnevY+2pY7YeFPRooBUhD888QIUOTITndd60rSieuI8mG20qRek43ty5CX6IK2or3v1VZesb0VuSzJz9uxZm5yctKmpKTtz5ozdd999Njk5aadPn7Zz587Z1NSUnTt3zj7zmc+EaXS73VKknaMG6Nz4X9XBq86hc3OD8rsQ6iw65x14YAQAqECGACKwFgeLh0FkRkdHbXh4OJEMnipjtjECgFGZpaUlW1hYsLm5OZuZmUlgBkAG4Ap5wVu4+UWDOn3H7EbH1kg417c6OAU2qJOc0YDkDJLWMb7V4eqOTXh2BGI4HW/0T/uNt1ZFI1tcdnaY6qhyTtEjVWr4OE0GHDg3MDDwuq6d2QnByAP/Rxsz0EXb8CJ/nralUxgjp8v9Bf+xKQj0EGvWvP6ELdfX1tas0WgkooLNLhCc4HdZYbrnyMiITUxMpOfwZgUAutB7Ju3YWAD6Pj09bdeuXbNr167Z0tKSzczM2NzcXCloURRFCqxwPXJf1BFC1gOPWHh1yZIDGZGDjUAF/2fdx7RaLhO3vaaBdLz0FfDqPVXEow6oV73OAWnPhkb9MMpLnTx5dlWPVaVX5zlVwu3HPjsiMh7Z4aAbt6U3vaxunqv8Uq/3q89UXeDr1bdG+sR50muZ3PB/BIa4b3vT+euUzxsh8YLJ3sgaE5kcCfIC0l49sJ54uq/14tkcb6qlknz127n/OeIDXBURmZspNzt9yG1JZj7/+c/bqVOnbHJy0j73uc/ZkSNHzMzsySeftG9961tmZvbUU0/ZqVOn7OjRo24aIAgKqtUIVHV4VbIIPDNgVEMJwISIL6KtAI0AMHodAIqZpSkl+/bts5WVFSuKIr0LY2JiIo3I8Jod3oIUYAZAD1NLFhcXE6iZnp5OH4zMdLs3IrGtViuBPt56mhWTjRhvJmBW3u9fAXdkhCPHj3Pq1PW6CEzoVDgGu4icR45C0+H+xaNQ7FRxva5pigBFBIZwXg2aknWuHzZuIFR8H9dFf39/GmljMnC7CXSf/yuxRl/kras9vdG28PqDtgmP9uCFmxMTE7Znzx5rtVqbFjvyzoOwD9iuGcGHsbGxtKYNI6ODg4Ola3nHLuQPfQPBEkwtW1hYSNs9T09P2/Xr19On3W6nERpsvYzppCivgkV+Fn9zXSPfXG/eb21Lz5nzSBjXvwcw+bwSGd7wADrKgRcvSKD6z/rHPoXT4jKqzcrZrwgQRsQv9ztnM71ne3lj4Trlbz7vESl+Vi+EoI4w2GUbrNOSIiLjESEvqMF1kxsZ0TpR39NL2fV5nu9UEhP51lz75tqR+xLrIF/DPshLz8uD5l/xmJmFbYj203ZWfOdhuKgOkG+1HUpitOxsL3jzA4/YKHbKEZdexdNjr55z57RfV8lW81t3KuJtSWYefPBBO3nyZOnY6dOn0+JYM7PDhw/b008/nSUzmF6iU0y40TwjpuyelcJreHYQ3gdRA4xojI6OWqvVSp2djw0PD6cpKojIYkErpodg6heis7gHi4B17q+Zld4dwRsKgNBgusnCwkJaM8PAXkcRPGVmxeRdkoqi/P6UHIjXY56R8ObnstGrcpJqgPXjtZ8CNzZY3Me4zgCWO52NF+HlHEqOxHj1rtP72PgweVKnUhQb223qNAD0n9uZzGAapR6D5IiMN4qq/Um/tV11jdvo6KhNTk7aXXfdZZOTk5vIDEZQQU6g0yMjI6n9eKocnsekSdfqcUABgJ0X9yOAMTMzk3ZXxMgsAh0czEB5NVDDdcS6r/0SI9VbcdKq+zlHzfqr7cLgxCMz6CfY+AX59fKiNk6n00KvlNBoXlgi25Crr6o0IlsbHfe+64hnp/VcVL5enlMlTD7qTDFjAMzXqd3XAGgdMKzl12vVlkeSi7b3QmI8EOuJHo9IK3wvH9NyVOk6A2fP73J7eqNsEWbzSGmE31Q46OLpv7ZhhFGQloePvON1Prl67ZV81NG9nH3ZjmyF+NyWZMbM7Ny5czY9PW2HDx82sxtTz6amptL5qakpO3v2bHj/xYsX7R/+w3+YOsF73/tee+CBB8xsw+CpAujiP2+BmCoE0sN3ZKyghLxwF44ZC39BZvDBnHhMNzPbmCpmtgGa9O3ubHzNyi++5OlUmHLC0/GQT0SFG41GijBjpIjf04D6YILBjl7n3ObEMxT49oCS2eYXzvFvz9l4jhX/2WHpokKuU84X6hSjVTqVCdsed7vdTSCZy8v9z8sf1wPqWKfwaTn4mAJBFV5bxqDvZgu2ZIbsxNbMly9fts9+9rPp/wMPPJB0n9uyisjkdB2i4IBtCdJHsGLPnj1211132YULF6zdbqf8YOE+Rld4pAbA2qzc5rhXdZFHYXV6me5UyO+PwKgc1vmNjIykHRBBxjACPDw8vGn0ikWdr+eQuZ/hf5SG6j/KDrLA9eGBNQ8E5IAC3xvpIZMhBJgQuGGSjCnCnk7miLJey3Yr0steyVD0rCgtlF3rIkdkvLTwOXXqlJ06dSqdf/XVV9189iLr6+t26dKl9Izx8XGbmppyF4J7pEYJDI8K1AHCkUR9kOulSqrwRhTMy+W37nNzvpm/1Ufy7+j5kR5osCRHVjwspyM0EaHxJOf7craKZ6d4JKYuqeE0vGflpKqf9Co7QWC0n7z44ot25syZdOwNvTXz9PS0HTp0yI4dO2bPPvusXb16taf7Dxw4YP/8n//zFHWLpgCpQeNznmGrY9DYifJUJLONKWXNZtPGxsasKIpEWjDCwpFaAAte+wLJ5QvPz3V+NhIY5el2u6WXL4KAYXHx+Pi4tVqt0rx8SFU0IScRgFYgo5FQdkxaLjXAmi5fj0gqR3/4rcJKZtgg8WgXgI2ZpRcWsjH3gIuSz5zxUIPHwvnTUTDPQIKE6mjZ4OBgAsA3W7AlM2Qntmbev3+/Pfnkk260k+dbM3GI5lurjufAprYn+s7Q0JCNjo7axMSE7du3z/bu3WuXLl1Ku5RBp3graNzL5MrMHwXSfDLpUeCtugNbZHZjhBhBFpAgkJyxsTGbnJy0ycnJkj3yooFVNtLT8Qgoefrv9W+ue69NvOerLjAZjcgsBPnBRio8ks22lEXt92shOdvvgcyqvh6lG9n9iOwXRWHHjx+3EydOpGuOHTvWY+k2S39/v/3AD/xACfxq9D4CvrD7SmIYCEOUOHh1onXFU935eM5PqXhksxcS4+lJHeGy6fSy6LpeSbfqm7YBzufWQ+WIaY44VZU5Vy9MYnAsIikRkclhp15wVE688tfBs7g39z+SKN/333+/3XfffWZ2oz89/fTTlWndlmTm8ccfT78ffPBBe+KJJ+wd73hHLfbGwkrBIwQKFpTIKPOvM+WEn2e2eRqSTkEaHBy0tbU16+vrK00t453PcC3mx/OiZM+Iet881YMVHSSl2Wymefj9/f2l6W8K+jD1DZFknpuP53mExKsnT6ocJAAE8stkRtsgqh91tCgj552BqPYPEAAmTDw6s7S0VHpDe7fbLW0CoYa1KlLkRXjU+fG96ji9a1l4pI/rBIvPd8KIvtYCB6f6wLrvjWpGRKYuwONrWN94dGZqasruuuuuRIDHx8fTVFK0H/dR7odVNkfzEB1H++JdUX19fWkBvLdmDPnH+h+MzCg49xyjRwjRJgp4IyCkQSHkk5+vAM5Lx/vPNkD7h0douU/BFvF29maWyKGCKehiFZCoCxS2KxFAyT2fbUxV8ErtSq8AaiviRe15FIbtuUd2FDArqOayVNWVZ3/4v5IbPqfiPadXEqMEptf+hryhL3t5zk0z0+eobnl2Q3UwCjLrrBqPyOSCEyqYFu+1h1de1Yk6ZMY7nyMyWyE1W9UtL0gVyWuFEWqRmc997nO2d+/e8DwrY7fbtRdeeMFefPHFncmhyOnTp0sL/c3Mrl27ZseOHSs989q1a2kKmifo2Hj7NRsk3WXM6/je9LPIGEC8CKlO8WCwADCFd1LwYn2OpvJ0Is6zWVl5VClwT7fbdYEH53twcDDtlBQZDgAzrM9BeTkPAPs5x8bHcgqqQN4bnVGioeSGSYpnLBjM4D4viqftrw6o0+mkdQl4f1BRFJvWbHGda96jskdggcvM96C8SnIi0usJ8nU7kpm+vr5SZFzbGn27zpSyOmSmijCCXIEUjI2N2ezsbNJ7Myu994lH+Lz1Kt6zuKzcL1BOrNli4jY0NJRGF6BL/Cy2IWqrOODCwqDdI4Ze3dURtQNmZTDIgMUDj54OsQ5yO3l6H+UdgQwmM2ZlP4M25DbrBchX2dHonjppR4SmTl74mNrqXonMTpEatKFHaljfIzKjfs/MKu1/TiKb2+3We6GkTiVW3ffqT7890uB91y1L7nevfU77gQb6vDaIyEpky6tstmIE3JNbx8Tp5D5KWnJraXL+Ht9VeeqFhGxH6tiXXN+H1KljSC0yc+jQIfvEJz5RO1FeiL/TcujQIfvkJz+Z/r/00kt24sQJO3LkiD3xxBPp+NmzZ7NvDGbAwhXPhMADMwreVWGQNj+HnSefY0Kii3fx7gmeRoapUnCOvCUz5mCbbezqYVYefcEzWWA0kT8tGwjKyMhIaQoHlxnPwLP1vTn85ng+xuUtiqK03sVTYK5bjUaogeA1PngGRlj4PiVXnqNVA6B1xICGgRq3t6at56L0I2DqEVMWzRPankEpC0eEqgR1OTAwkHZ5up2k0WjY8PCwW3/cbp4NiKJ3OcPN/ULbH3UJ8oD1cePj47a6upraisnM8vLypnUtyLvqJeu9kjb0Md58otvtJnvCfULBAICWvhdH9d+s7NhUnxSU4Hol3nUE9/BLQLmcmi7u8Z7L93vTVLxRVO0LyAvWH4LMFEWRiJ++EDfqWxGw9ABAZBOqAIb2Tz3n/dZ8eMdzHwXbEZnZSfGmjDF54Q1yosXknE5EBjySq/XE09v1mhzIg6gtr0NIOM/4X4fA5ICwrrf0yhOVwcs///bql49pO+QITa5/RW3l2SBPT7xyVvV/JTGeb4+wEP/uBfSr/dsJHfPSidKuY8+3gilqkZkqIvPcc8/ZfffdZ+9617tqXb8dOXTokJ09e9aeeeYZMzN7xzvekXYse/LJJ+2pp56yQ4cOmZmFO5lB2MmxInBUtq6iRGQG/z0nCmeHzgzjiahxt9tNZAZz5s3MVldXbWlpKT2Xo6KYuuQZKO74qowMULj8SJcXrvMoRbfb3TRNDs9G+VZXVxNpwHE4eKSJaTRMJAG8q+bgqnIzIUJ++vr63AV0ep8aD76fyxZFldXgKgDCS0pRVu1jVemq4WMCosbZM3rcDjodrhcpiiJNhVRAe6tLo9FIIx4egMV3BFZZckBTxTPueA5v1Tw5OZl2DOt2u5uCGCA0Kysrm4gH50kddQTWoefQfx6p4fu5r5pt3sjDmxeOIAYHVzSfeC4TpxzQ8upfr/Omd3jtwXnS+jErv/8qp6MeWGSQzCMwOi0512a5PhXZsajM6AORLcU10f86oIdtSZWt1nQjoLkTYIufxe3CdlhtMgeUorWznFf2Efod9T/u+2ZW8pGRLc+VLfc7R2C0jjnAmXsO8sQzOzzCFt0bCT8/6hdeO+RGaLbav3JEJiIw+r0VEuMd4/Q8AuPpFQsHM7dDZKKgqNdvvX6s/73+3QtBM9vimpnPfvazdurUKduzZ48dOXLETpw4YWfOnElk5mZLRFKOHDmS3jlTRzjKgkrXCEzkUBTUes6IRQkGjkHg8LDwH/Oq8T4ZTN0qiiK91A73YxExbw4AQ4lyegoRDfcrCOcF/xpFxfQpvOMC1+E4lxf38dQ6TFsbHBwsRYC9UQ/PiOaUNzIm0TnPcHhGz2t3bl8lQfyOEDNLW2dj1ItHALjcXlm8vHNbaD45/1z/OdBTR6r6+60sPM0sBwBzZYxAn3etAkgPOED3sbvS8vJyemcT8gQyg22RV1ZWrNlslhbtR/nzBHYB/Zn7hY7ieaM+GFGGcBABes11gG9+JogHB3S8PltV96yTSog8QR4iIqN5RF4icKXgEW3KgSboJ455pIbL4/WpHBjwAA+n2Qt4iYBx7vqIPGm+IxIV2dqdlKLIv1SRiQ5PK1NSw/mNppnrcz3RNvPITZ10omvqEhjNey/1XwVedQo7jkdpeP5Lz3tBZvXLarMiUuOV38tjVRnqkhgmItEUstxojAaNcnny6hfX7ZRu9Upgtnq8SrZEZu6//377whe+YDMzM3b69Gn7zd/8TfvRH/3RLWXg9RR1VpFxMosBJKeVc6CRssKI8lQuAHuAXayXMSuvszHbAGaYS49IOa5nZdURDo2mqqKzgUd6XF/dbrdEWDzl4/czALjgHTbYrtjM0kYDMOgesPfq3TOKdYCMghmd2ua1Vc4ZaH5Qfzy61enc2EQBhI/PgdR4AAf5gqPT56iB5OdzGfglXVH9eeIBFbONtVS6ScCtLkVRpCh5zuHw9RFAiUCnXqd1roQX+j8+Pm579+61Tqdji4uLacMI3gQAIx7eO7Ii+4TnRv2co3Xoa3yOAYGZpbWGnK6u3/P0i6fV4BpuCyXknDc9riQG+sbONBdoUvDA9cJtiv8RuNK2Rl743WHIS7fbTfZet2XuFVxEoInP8bVsR+v4Kf2fs3dVEumJV683k9CwXfZGZ3JrZjTA6a2ZikgBxLO9Ck49cqP35sqnv+sQmKhtvDJE4vWrXv1C1PZcz6z3ZuVtsSPywvf2EnzmMjBmiO7JERmdUVFFXrx7NT9eHlBf+pvxhBckei3F04PtYojaZOZzn/ucPfjgg/be9743VcrExIQ9+uij9uijj24rE6+HXLx40X7pl37J3v/+99v73/9+M7NNHd+s3PHUwUGqjC87Q74HxpF3M+rr60sEgLeGReQU8+YBHHjNjQdsWJTI8LoVlN+b/uCBCVYyXnTPa2PwWVlZSSADU+TwIk6QoeHh4fSb36HBhipypqy0bMQwtSy631t8F7WrR3pzhpuBFUedsdMarvHeN8Hpcp50Ohn3TW5HNlo7CQRUuF5uNpnB+2Z24j0z58+ft5//+Z+3o0ePJtvFDkX7ASTn3D0QUFUnsAtKZjqdGy9RXVxcTNPKsH1zs9lMkU4mCPxhAMTP8ogFTw1loqHOkPuUmZXWguj7adjpI4jSaDTSNUxmzCwFb2DrING0HY9o8jRSzqcGRbidIvKq7eiB7FwfQH663W56HxfaGHUCQhO9i4f7h+o110EVkckRF813rjy5ez0AxecVgLJd8sCl1vXzzz9vzz///I68Z2ZlZcX+/M//3Pbv328HDx7cRF6qyAwTGg8oR1jA00d86zVVwDWyK9pOXvvlCEwVjqkSr396x3L3eWWI+keOqHhERn24J7m+7JVB28cjNN608BxxiQhQ7jsSJjKRLfDaaiuifTn3LP2v3yj3mTNn7KWXXtrZ98y89NJLdv369bQt8tNPP21PPPGE3XfffTY+Pl43mVtGDhw4kPau1s7PjlvBDRopB3xzomAbu3+1Wi0zszRthCN7TATa7bY1Go208Dp6l4sHyFRJdDc05C0XLUSaTF74BZs8HY2JBK5rt9s2NzeXPiBuo6Oj1u12S28555cC8uJ9Lz9MyABszGyTI1LHASKgZEaNH4557axkF3XHEVoGMVwvaGPdXjcHTNjQqvHzjHCdaTdVEhl3lAnteLME75vZiffM3HPPPXby5MlNdaiGX4kyf0ei/SVyNpwu7ABswMDAgI2MjFi73U6jM9gggAGw2cZILfdfr709EsPTwSIyw2kwyPJetIndDlnXOE2Mxmq6a2tryV4g714UNmoLtqeaV9b/iAxE00u99ozaUq/j0eyiKEqjs2xnPTKjgMoDxBGYqQN6WbZDZPhazxfyf5SZ8+YBU8/Gnjhxwk6cOGGPPPJIZV6qpNls2g//8A+XCIlHVnJEBr/NNo8K5OqAJQdOPXJTB3xH4oH4nSIwkXh9Npe2dy5HZHBef+9EeTyfW0fPlIDwsV5IjJIffYY+v0oiW64YT9OsOs7144n2zV7yDLnvvvvs3nvvTWvkc1KbzJw8edImJibMzNL0shdeeMEef/xxK4rCjh49ap///Od7zuzrKRGTN9tsVBjwR/MZ6z4TAIYX/YKYcOSSt1nudru2vLycwMzy8rKtr6+nNDB6g/wyqOFj/NEXTDJo8IbQ+V6QE2wTCzKjQ5h8L65fWlqyubk5m52dTeQMRGZxcTGtBwA5ipTOA/RmG4SGwY6uf2JSFo1S8W9tQxbPYCspAlFButwPAGo8ouI9w2tLL09VBj0HtnPCxlFB5O0iWtde39I+1auDjAin1zd4J0LsaoYXLoIAAEh52x+rzkdkRvs7yAxGfpEHryxs96CbPBqcG900K28YgP9IDxsOwA6yPkBntJ/rc9R2od2qiEw0IrdVYMTAlvVeAzJqp3LExXu2Zye8Pp3Lu5d2rrxVwMR7PsoP36DXREA1l+/tCPLg7WbGWCBHZLyov9YRnsXCOMJrb++bfVEde+21u1efdfxDlVTlZzs+JkdkciNMXiC2qiy5qVde/rU9IgJSl8R4U9C89KI89aInvfqv6HquM/TlCItEafNvrcvo3khqkxkQGfzm6WUzMzN27ty52g+9FcQzWqwY0cgGT+OoU9Ee4WEAMzw8bJ1OJ4EYTNNQ49ntbozMDA0NpfUmfX03XqrJhAadKlojoyNNnhMH0PYAtjfFRLeJjaaH8Xx/kKBGo1GaKgcig7SZAHDbeO3jgc9o/Q3Krltjc/0DXHEePEXUMvI3gzK+X6ct4B7PQGt7cRlwvUbWvXS0vnL/VaK0GKzcDqJ9Em2ioMEjHuoo6xhuPqfnYQtATmATWMcw4sHTE/m9U6zvvLOc9kkeleGXy6LcnL5XJrYdPCrrTVmLQAjbGw7cgMwVxcYorhIZzovXBxlUcvtE5C5nE9UfaBk4nRyA53x5o79evnqRiND0mkbVPV59RyRK/zPIZL3KtdHNIDFIl32rjtx575XT63Q0Jtf3VNjGmG3oQ11yw+Id89pJj3v50mMRsDfzdyfL9dscoYnykns+rvF000u3yvex72VwHon6uSqi0guBqUNkOB+a30hvtJ1uln5VPSPCHB6Rie6JpBaZmZmZsWeffdaOHj1qb3vb2zadn5iYsHe/+921HngriUZavCjKdho96qQgCryNMhb687tXOOoDsICoLL/AEotMMV3JM4gMIiIixkaZCQCDHSUB+sLPbncjgsxRyU6nU3pJHL8Xp9FobFoMy2CJnY03rUbrCmXhqQAemeGpdjyyBDDDb4lnwqCEiM8r6Inq2usnqIvI+eeMHechyk9VHqokKje2Buadt24XyQEOLUuvgIvTiKYyYVTOzFJ/wwf9nIMF0DGenuj1a82fAnfNDxMZJW1K5HWqGj5cT2xDAP6azWYK3DDhx0iQl0eeeqajTgoK+dmaF7WJSux0EwsecYyIDD87BxA9UuNd56Xrlc8Tjzx4/TdKrw6h2YpE9eKRv5tNZCA6CsO7lqnv4+Ma+GQd4YBUVTm0XTWI4pEbva+OVAFbs3q7Berz+R4dadpOvvSc+jDWJz7v/a7zLC4XE5o616sP3gkCo+nWyYteo7YvZwOiWTS9CvsG7a/b6b+9Xl+LzExMTNgnPvEJe+GFF+zcuXN2//3378j81ddT1Eipw4OxYscOw+NF7VS0A6vTB4BnQIP1MrhPHTeADXb+4nc48K5n0QiERgVxr9YJv+uFI7/s8JnMYC48Iq28YxccAAAb1geBiK2srFijceMlhiBkcPgYpWGDz+QDZcIzeO1JFD3jOuF1P7y1NAiZvnwP9aPtq23lgUiOYHP/4vrHbzYwHgmtOx2mLpFhYaOkxoQNLQv3t9tFFPCpA6wiM1per868NlMdhB3wQAWu1xfrAuyAcHMAg++LbADSVPBeFBtruLScrGsa1OAyKfCDTvL6EJQBU2UxSs3BDM1r1KejPhnZZs63BjI4LX4vDPKkesnPqkMGouuiMnkSkRpNo64+cnoRKNmqRKQlqoNe8r2dPClJQb9nkuKN1Ogojl4b2VslsFGfxG8lN2abA6tVQE+fofYlqv9IImDKZcsRmjrtymQluj43YorzvTyzDuHX/xH58Hy1R2B0FFiv02dVCdeFjq5XERqvfL3ooBKiKM3cce7jvabD0tM0M7wM87vf/a599rOftaIo7MSJE6/Z+2V2UpTMKNjFN0dumMzoPRBl1lE0FM/HN97lEk2hMrvR2HhRIS+2h9HlDQOi4VI2wv39/Wnkw2yDeHDEl7eE5ggtjmENzMLCgrXbbVtfX7e+vhvbRa+srCQjjGlwnF/sYGZmaXpNs9lMBhK7m/GWwkyeQBCQZ2wcgHf0REQGedfRJUxvQ11we+umCGrMtG65D2BKD09l47rudruluuH29voTPzciMBGwqTJsVUbUI4Vc5ttNPMDF57zrq5yB58z0G2lxNJjT5zpGP+U1KlzvXjCGvzmdyB7w2i2eror6YTLO6TEp0LUwZuYGR2DnEPRgG4vnqd3kMtcV1QnVJZ3Kx3rFjtVbQ1SHUOGYZyu0/jVNvV/vQV3k+myk97n06koE9DypSr9K7+oAmboCnYkW+UcjMp7f99aVemA6hxPMYqISEZwoHX3udo97hD0ndc73qr85khj19ZyN9vKqtkH/8z0egYlsvV4TjYZ7afOzcyTD0y2QGsYrXtlz7Z6rP++81lvV/fpbiUwvZA6ypffMvPvd707Tyr7xjW/Y17/+ddu3b589/vjjt83OZmysvM4P4wGDxdOP1Oh5DavTGKKpGHgOdrnyQAc3eLe7Mf3EAzUMunEvpwWyoeVEfSCKqqSIRxdwP7aKnp+ft+vXr5d2JxsZGbGJiYlEVnj0BTuWgTygXhlIra+vJzKE562trdny8nLa2hlT7TCqNTo6WpqKEi1kRh3yOh2eKgeghToF6OI0PWVDO/A5Hr1SsoTpWWZWWhxcBYqiaSpq+HPGD3mI+oknCnB5hAD9hV+ieLsIk4AqJ1gFtDznpqOy2meiD4SnZrE98e5XYeeCvsn2Bsd1CiinqY4ZugCbgHdcrayslBbym22QGQaQOI/ADMrI5eXRGDzTC9AwiPTssddeTBChm+12OyQzHqjQOlew6QEdTt/LZ0Q+9L8HXrzvuulE5IbTytmGOoCjjo71AnS3IzqSgo836uLZVj6nfSBqC61H/s+2n4mN3uO1Za/2qq5E/UZJWO5a738EdrnPRdF+2Bz2wV6/8uyDly8+rtdpeXMEhu2iXhMRGLUHVbbHK4/Z5vf+cd/J1SOE67OO1Olz0XW9EJOt3LclMsOCjQBmZmbs6aeftmvXrt0W09AuXLhgjz32WMq/x2w5WsosVyM1LNxpOWKp7wHhqI7eGylTpCBIU40rX6PgBOBCo8QcReV5wFBUbDpQFDdGTNrtts3OztqVK1fs8uXLtrCwYOvr69ZqtdKbzM0sTSXBdDgscvaIHp4DMgCggHfUzM/P2/z8fBoJ6u/vt1arlcoFQBYZEp26w23E0WUmjwq6uF24brvdjSgaRq5AwDAVD32Lt2oF0EMZOD3tH/x8zoMas5xw+kpkFMx4zhrncAzvyrlZZGYn3zPzyiuv2KOPPmrHjx+3EydOpOMeiIPkjLjXRhzM8KZ1ecBIvzlNHaWIHF6uLRVwsw3CaKy3DkdHY5hUIMCA4EJfX1/pXUq6UxtPiUN/4eme+Nby8+g49JLrkEmT10+1Lnl6KT5RG0E8oMsE0QMn0WiqB5a5vbjdPL1Xn+SVNUqP04lISx3ywddH//W5WwHXzz//vH3961/fkffMLC8v25kzZ+yee+6xt771rVli4/0281/E6k1/8sqrfTGy2zlyw/fvpOTAvuapDtnxron6GYR1PJoax/dqOuw/c2WKyqjH6pAYxhUeTvMIjF5TJz+e8LQyry61PpB27n8vx3LitZOe4zLouW63ay+99JK99NJLNjMzU/m8bZMZyMTEhP3yL/+ymZn99//+33cq2ZsmBw8etK9+9avpv8d4PRDABs6bwqRABlOMeBSFp1QgfRZPgaL/mn+PyKhieQ6WRyH4bcgM0M023gkBRVlZWbG5uTm7cuWKvfLKK3b9+nVbXl62kZERu+uuu2xlZSWBXWxeoC/+84gFgBKe1e12bWVlxRYXF21+ft7m5uZscXExbU/d7XbTRgi8mN8bwkdU1nvZqApfHxlq7g8gJN1uN40utdvtNJqE6XGYZgeg5q1R4nbkvlfX0EXOzwOpfA87WA9w4bdGdLYCVOrKTr9n5hvf+IZ7Lmd4q4CbWfndVEyQeZcxs827/XnTWNRZ89RHzzEiT/xfywa9RTSYiQB/FJixHWHb0Ol00ruj5ufnrdPpJD0cHx+3vXv3lnSHNynBhgdsL0GEoNc8Ha0oimQruH+CjHH/076ptpDbxZu2y+fUBmowi0eb8Cxvihy3o2dbtb5VtF35eTnyVkdywKNOurnn9GKzPPnwhz9sJ06csIcffnjLaUCazab96I/+aKnOud5zv6OPR24iAsKiRCZHbnCexfNXvYra/pzt8/yF56dyfUN9UFRmPE+DvWq/+Pqqfl+nH2peI9uqozBKZKJRGm/WTVRvXn1F/apqFCaq97qSux7Pjq7pxVao3HvvvXb48GF79tlnK6/dMpmZnZ1NU8pefvnl0i5nb3/727ea7Gsm6+vrtrCwYEWx8UIzDyx6yqSGi0Udpuco8c2gRA2nGrkcQPHEAzuqcAqUed68rruBEWHQjXpst9s2PT1tly9ftosXL6b34aB+m82mjYyMpDUxWD8Dg4RoPgiFri1BfWBuO7552hYIjG4XCzLjARlvS2ltA55ex8dYeNcm1BvKxSMz8/PztrS0lACfmaW+h53slOh6ogaK2yi6XvuOGn59JvpnL9Ir2bodRB1NHWfIfYxHHsz8EZmIzOD6brdbAszcn3MfFSVBnB9dpK9tj+fDBnA/X15ettnZWbt69Wrq34ODgzY5OWnz8/Ml/Wq1WgnMc31BpzHaijWEg4ODJUfNm3+g3kCKeCRd7WfUNrolO8pntvFiYNg+pOcRGW4fJjFqy7jsqmM5IOC1a11AUlcncwAwl0adtHsFTtu5v05ePN2rIipm/qiMhwk8YuOVzwOXEVlQmx1No47EIz9VBAbf3owEfEe/vWfrVFGPiPBxHlnQe/R+xineaEQkEYmIMBTXiWIrb3SGCYzqca7OtD70u4r84XzdqXk5LFlX/6qujfqFnq/rb1m2RGZ+67d+y1544QV78cUX0wP/6I/+6JafWsaiHVMjpxBMjcJ1uYiL14l1G2Ee1WCA7BlSlgiQ9uIAc4oEw63bqaqR0AgulAcRWsw9b7fbduXKlbSWZXR01FqtVlozw1PYzKxEMHQtDY/iIK88ZUU3cuD25RExBRkARroGgetRdzniTRq43nR6HsoEgMbrCpAf74WDDNK0PbUfRA416g+es+QyaJ/gOlGi4xkbXu/0RhCPHEREwazsVDQyD1DMIEnb0ft4QJLvVWeq+fWAlPYn6JBuSevVB6+tgf53Oh1bXFy06elpu3r1qs3NzZmZ2dTUlC0sLGyaClEURSIrPNVrcXHR2u22ra2tpSmYZuWoI4InWIvHu45FL6jkdtHRMm/6L5ef+zLqTu0kprqiXTwiC/AJ4sXEsq7o9XXu176j/3t5fpTGTsvNTN8jJnWOR/45IkG4l785Dyx1AKbWRwTAc8RJ1+ZwfqL6VpyE7xwgz40YeeeioBnrrdalji5XlT0qY6QLdUhMFZnxRme8NL3nc769uor6HNtKtX/8uy452YrkfA/LTowssmyJzBw6dCgRGbMbIzHf/e53dyxTr7UAdHgSEZ2iuDF1it9Fkuu07JiLYmOHLvxnkIPvXGQ8Mpyq3Dll5W8GNTwNAiTAzEpAhte+4IPpYxgtabfbdu3aNbty5YpNTEzY6OioNZvNNCUEiqegBlOx4PQxilMURXrBIEdMsQGAkiueIsIGxlsr4xkWHilSIIQ25WkuDPKQNx4xUuOmz+M02YB75EP7QZSu11e4n2ge1CDz/Roh07xFZOp2Es8xe44L4oEhrT+ViHhGx6M21brX8963psdt60WdzTYcKMADFu5jlBU2cHFx0S5evGivvPKKLS0t2d69e212drb0ckwI3rG1tLRk7XbbFhcX02dtbS1NweRnF0VRGu3E+r2hoaFEFmDDuIxKKr3Rch6Jhp0zsxIZwT1MZpTYsY3BN3QZ02FhG7ifRXrjAUdtR5yv0r0qkqDp4Hcu3ToA7FYTBYFVhCT6H5Ee/l83P/o7IjXRf72X0/P6GXyMdx2uzfU1/ZjV3xBAy+sFOxi0e/1fMY4C9ty0qxwO0jLWHYnBN4/yRhhQn+nlIfIN3GYRRlSi91qIV985W+Ph7dz1dWRLZMZbE3Pu3LltZeRWFTg+FQbSEE/BWbgBlSQxmfAWs0YGyvvPxzwww3nAtwdqGEjgGwt68b6YsbExm5qasn379tldd91lCwsLdvXq1VTW5eVlm5mZsUuXLpXIDMABgBBvuYzoLMgLT89gQIA59Y3GxhvRAVpWV1dLc9xR/x6R8YyIGjEdzWGQwmsO+L0aZhujM2qEvBEwfl5dZ6jt7g01q+PV+9ToRqNPHrhR5/JGEXZAPLLKdcN1wXrDdQeJiMpOSJSmB7By13nT3CAc7cPUSJCZwcFBK4rClpeX7dq1a3b+/HnrdDo2Oztr7XY7raEZHR1N75KCTcXmAQsLC7awsJDWwXW7G6NA3J9XV1et3W7bwsKCLS8vJ93nl+vCRkCYYHjr5KDDqAvoL7c3NjrAdvG8rhAbjgAgMonhAAX6DO9cmZMIXCrQraN3Of2MwJ3XX95oet6rMOHj6TssOR2PApQK7hTw9+r/Ob8e4I/Kpb6gisSwn8yBcxUv2MK+i2co8DklLB6B4/Ma2NAyR98RiWG/kCMxfNyrP35eFEj3/Dh/mARyXXIf1b6qx+vITvusqhGZXvoRy5a3Zr7vvvvswQcfNDOz06dP2+c+97mtJHXbSrfbTeBbBQ4LvzkKAuBuVl4sjA4KMIxRH56O5UWBqkBSFDlCXli5onS73Y2pFUpmJicn7a677rL5+fkUVe3r67OZmZkEWBYXF+369et2+fLl0vtmMJ2kKIoEFjAdi8kIAAPywHmBscDC+7W1NVtaWkr1y+tQQKB43r2OjKnx5ogutm8GqOHILhMUgBsmNBhJQjkAArWNtT9E7eW1W53pEV4/5udyeXGOnQinrUDqdgc5njPi+mAybFauY92pi88rYY3aFTZC69cDFHovfuN+zV8VkYrWAug10DO812lkZCQFNUZHR21oaCjZu7W1NZufn7fp6WmbnZ21ubk5W1hYsJGRkQROsGU5dB6jODoCit9Yn3fx4kWbnp42M0tTWQ8cOGB33313yjvXOwchvE0/OIADneTzPAUW9hBpc8BFNw7AdSBm2kba/6r6ogIg7SceUPFArB7TPsbpqH2MSA6npddUlfdWEc1TXbKo90TBgEj0fI7c1H12FYHheyIikyMxkW3KTZ9C3hSAK06CPnkExytbpFd16oDLoeRMy6rr63IkJldvUf1wGTTYrUHmiNDx8brEpUpfd4rQRERmJ2zBlsjMAw88YCdPnrRTp05ZURT2zDPPpPfO7MqGoOOpo4Oz816kyLt+6Tapmp4XSVUnhm9VAq/zRPeabQBaEIihoSFrtVo2MTFReoklgPqlS5dsfn4+gZSFhQW7du1aac1Mt9u14eHhBBwwhYR3f/N2AjIrR0yYoGAKysrKSpr6Njg4WJpzz2SG0/VIhX703TQM/BnUYq0V77LEoIaj2jxFRQFtjnzyt5KxKA1P1NgyeNQ0mdiwka/jNG9l8YAktznamddzMVnh0Ut10GZ+lE2fxefxXUVmNO/6DHaCEaD0+onqP+cFoLzZbNrw8LCNjY3Z5OSkjY+P29jYWHoZr9nGWrqlpaU0pWxpacm63RvTwqDv3kJ8rZvV1VVbXFy0a9eu2fe//3175ZVXki0aHx+3ubk5K4oi6RUCB7iX3yXFestBEpAZBlA8zYyDGMgjR4+5v7AdaDabJd2O+p+SEyUyEeFRQhOJAh/Ng9oUlK9OetFzewVCUd52SjQ/0RSZHEHj+qkCjJp2nfqIpg/VTUNtsgJ/D7RHRMabXlUF0qP2Qr48oI7f0CXUA7cPgpPsg3TEgdP12lbzo3UblZm/YRdwr0divCCE57/5t2d3ISgLExX2x14frENkXiupGpEx256eb3k3s5mZGfuLv/gL27Nnzy1TWb3IxYsX7eMf/3ja8nWnBZ2MCQcEUT5s1YsdfEAEGITz27h5Cpq3hXIUldMPjqtRU/EIDU/3AqGZnJwsEZC+vj4bHBy0y5cv2/z8fAIB8/PzNjMzYyMjI2l9DXYsQr3otC+IGk4QH4AjTOVCHY6MjKRoMaa2cMSYo648clNVd6hvTCPhDQuQHtb1gJhipAZtxoS1amSG6z9HZMzK0Vruh3WIRs6ZqSHm52k+QHZ3mtjczPfMeGQB9aDrLHQTB4BfL+hg5tc/O1A4QI66RSTUa3PPWSmR0RE7TivXN9RWsPOEHcKoyNTUlB04cMAOHjxoFy5csGvXrtnQ0JBNTEzY+Pi4DQ0NlTbyANnh/gXbYraxmB/twETm5ZdftjNnztj3vve99KLO0dFRe+c735lIRF9fnw0PD6d0MPLLNsYDEExskFcAJpA09Av0Bya6TJgwta7VaqURLW0fbgtuZ08HvYi399H24/85vfTIEgBhRHh3Gix5+fvDP/xDe/7553fkPTPtdtv+5E/+xH7gB36gtAMrnp0rSx3CWJWGFzCoK95asFxaaidyUkVceLqUdw2nkSM1rGuKiXCcdc+s/GJvfYaSNBUmRkiLRfGP6hsTFfYJek1EbDRNr468PGsdoV4ww0N3g0QdaT3lCHnV8+seryM5IhPhPTOzl156yc6ePXvz3jPz7LPP2tNPP21Hjhyxqakp+/jHP27/+B//49tqN7MDBw7Yc889d1PSZsOPDoSOwDtcIVKJNSKNRiM5x7W1tdIIRrfbLQFhJjtmG+taImMRAaScUY46PwMlTDcZGxsrRa3NNt5yv7S0lJQNL77EB9PxOLoCZeXREhgHEEFsdTwzM2Pz8/O2sLCQ5rMjWrxnz54UMQawMduItsIIsAGF8HEGONyOyBt2WEL+UG4mpsPDw6U5/UxKebSJ6537EMQzvnyd5zyqjDkbXy8CrP3i9ZCdfs/MqVOnzMx3YuykGbjyluAAeAwwdGtuHY3helUniWu4z1WNuka66Y3k6v2QrQAzBv2Dg4PpBbn33HNPmuJ57do1GxwctJGREduzZ48dOHDAxsfHrdlsluqFgyP4XxRFaVRzfX3dlpaW7OrVq/bKK6/Yf/kv/8XOnDljs7OzpXydP3/eGo2GjY6O2uDgYNJ7gACMAHG5mEBpG3Ae0WY8NQ76zmt+sJlBt9u10dFR27dvnxVFkUZmuH1Qxx740z7o6STOMeHYSXJRBbgYOOWe7YGqOs/D/w9/+MP24Q9/eMfeM/PjP/7jlaSlKq96fZ269/TYO19XuI/qtMNeSQzS8OygN1KTm4ZW9Vy1afgAqOM4j0LoSA2Xj8F89DytJ68OcmVXYuPN2mB/kavPOvWDsmpdoJw8QqX636sN2Cl7EY2C1RmRMfPr5PDhw3b48OFaWH1LZOYv/uIv7MyZM+n/L//yL9tv/dZvbSWpN6x4pAKdEGAcTpAXvA8ODqZFrkxmzCxFQr0hWh394Wd7HwZQ0T3IM745CsHAF6BmZGTEJiYmNm2tvLCwkCKmvEsQwAUTBY6K8qhTt7sxzQPvtbh+/bpduXLFrl27ZtPT07a8vGxFUVir1bI9e/akt5IDjCI6rEaXoxpmtglsmN1QSCYfbJxWVlYSEcWoDyK0PBWFAZv3pnU8p4pgek4jB265vdnocZoesI76kaa/kwDq9ZAckVEyg/6HMvPaOCzszgUM8AyeusYBAOiAbpWsIzbenHM+5/3WPFWBytw1XObh4WGbmJiwu+++2zqdjg0NDaUpX4ODgzY8PGx79uxJZIZHIpnMIL2i2Fg7CEe9tLRk09PTduHCBfve9763iciYmU1PT9t//s//2d7xjnfY+Pi4ra2t2ejoaBotxMfMSvXK9cx1qQEV3If/WPuIFwdPT0+nl4d2u12bmJiwgYEBGxkZKe3oFulSRKxV57Uv5a7rFdSoXcn1hV50vw6o7uX6nZbc8z2AuBM2rw7xqSsAu7i3DqHJ9TcPpAO/5PqdTtfKlSuyaQDqAMcM3DnPXjl7rbcqIqMkRf1Cjuh4BMbz3Vo/+CgJYJup+WUi4xGcnE+qc7zu+brEBeLVwVZ1f0tk5v7779907N57702/+YWad6owiGTACiXA6Ax28FlZWUlOnF8sydNVBgYGklOEk63aGSciMxA2grhehRXUW5uCPPX19aVRGj42Pz9fGjXhKSfsLBV4cVQZ9ba8vGzz8/N2/fp1u3Tpkr366qt24cIFu3z5si0tLVlRFDY+Pm779+9PRAb3t1qt0voZABY2Prk6Qx4YCJlZidzBwIGooZ2wnTSXS9vCAwt8LgdcNC39nQM4bADZqUT14QmD6ltdPIeSIzJK4nEefUIdWlRfOM8jPLADmHbF09YwuqfTShV06+hLBBK0Djyww47Ru4frgaeVNptNm5iYsE6nY81m09rtdioPdjPDi3OViIEQYi0OEzrUG9bdXb9+PS389+TSpUv2yiuv2N69e63T6djy8vKm7fNBslCnCKiwPcB/HpVF2/CU1dXV1ZT+ysqKLSwspCkRjUYjtS2eX0fvI8ATARPPJvQC8KJr2Sb0QlrqXl8XyOw0sVGd5/KzbutvBqYAlHVGBfiarYBFz3Z7eqq+XO+FeOBap5FVjUrot6aXKx9jIeRb67CqrtjOVpU3Jx6J4e+6RIb/e4RGnxGJ2m58mNChP+30aKxHeG6mP9f23q5sicycOXPGiqKwQ4cOmdmNbZlffPFFm5qasmvXrtnJkyftd37nd7adudtd4LQx6qJGk+dd483Z/f39KQLM2z7DkSItvOsFb8hWw1wlSmgisMsKyESGp4phBzKAABCabreb5rNjnUF/f7+NjIwkssajMhwFZUJjtjGS0263bX5+Pr1x/MKFC/b973/frl69miKl09PTtrKykiK+/JLOTqeTCI3nhBTYK3FBGfmYdy/InG7hzODTGwHKkQV1wgp6lFBEfcIjHp4T4us8cL6ThvS1Fq07dTZ1Pkxm+F4d6cMz4PTQjzHVdG5urrTmC1OshoeHrdVqpQAHhNvFm5KWC15oHSCdOoSGy64bXwwNDdnY2JgNDAzY5ORkaQMJJi3YTh0OHQ5ap+TxToCwkYuLizY7O5umsnmyuLho58+ft/3791uj0bC1tbVNU3ERAMK7bnjdGo84c93qO7aYzGBrapAnEDm83JPrSUdiI/AegcI6RCZq20i/q2xPdK6KNEXpvl4khtP1fDGTFugrjwh4ZMcsHk3XQAYHiXqxnV5/4fsjfY18G/9mXVT75oF1tY+cVi9khm0Yg3vohwJ1Tnun/I2Xb4+QRMRFg1se8dE0+dleOdAPvYCUp9916hzi4YBoCrL6+Vw6W5GIyGyH4PRMZmZmZuzpp5+2c+fObXrYb/7mb5qZ3dYv0NwJUeLCUxl04T6Dap6axSMuWIeBaUmDg4OlKU1eJ8dvb6gympLmdSSkwUQGQGxxcTGRGZ6PjulwZpZAGfKKOuBdzRR4KaHhekA+lpaWbGFhwWZnZ21mZiYRGTNL27dOTEykD7aN5XfTRCMk6py4znj6jwcYdQSNyRTKHj1X20PbJkdouL95kcWojyqg0d98rebL6zcoG0+FvNWE9SJy7tEHdc2OwKy8JobrXNsF/Rf6Mz8/b9euXUtrrjCK12w2U58eGRkp9Tuky/nwyAxfp+X3AFKuD3D+dTdG1CUCFcPDw2ZWnnLAI8qoJx4NMSuv+wOIhE1BnYyMjNjIyEi4IBT1sLy8nGwE7CxICPRS21ZH4VjvNeCCvK2urtrY2JiNj4/b4uKitdvt1P7j4+PWarXC4E0VqeG+pWAmCkh4aeUIDV+Te37umghUe7ZF79vqse2IkhAPMHOwwqys30gDfgQkWNdeaT3w9b0SGi/d3DEtL5eZj0UjETkwr78jwB6J5zu5LTwfx2TQExDPKon6F5cpqp8ckYl8BddJjniojkUL/c3KGyJwvUS+3ntOdCzCJDtFIM3q6fNWdL5nMjMxMWEnT560Bx54ILzm29/+ds8ZeaNIURSl6WEMOABmsbsVHDSAHzqwzhc3u9G4mNKlL2GEaAfQKLEaNNyTczZKIhB5xJqfpaWltEsQGwPsUMbrfPAc1AODe82HjpzkwFqUdwZeOtVDyaUXMWVDwSQLoIyBJNIbHBzctLsaIu3eLnRVUfXcFAbPOCrJ4X7BzlU/nrPCtUqYcoYN5W232zsOQnZSPDKjjksdttnmaVz6Ukd2KFxnSItHYhcXF9NaC+z6h1GY4eHhNHrAowJcp9z/1N7k2ioHfnL9ide5oRy6tbzZxnoUrtui2FhjwiCA16XA5jGZQV2Pjo6mjQTe+ta32oULF9wyjI6O2vj4eAKYWM+GvIFQeDaQAYvqt5mV6hr10el00pRb6Hur1Up53rdvXwqmNJvNUjCDnx8Bf25HbRuvbVVXOc2cPdDfXtAiJx6Rqav/dQjMzSI0ai+jD++2xeSF61v1hkXbYzuA0SOOO1HmaBSil1GHHJ5A3qNAAedFCY7X//l5deouupfLYWalsmsf8OpBd0j07vX8sqdjar9hi8zKmx9ov8vZEK8N6hzfSQIDyel1zifVkS2/Z2Y7528FuVlbM6tyKuAFKOHRCgBAdFTdGpTBAiKTGuWDErHz08gxkxuIOjYWVkw4bJ4eA0DGgIafhzyibAq48BvPYqVkkM8EaXV1NUVo8X6LmZkZ63Q6aQMAbAmL0RgGhNwGEbFgYVDLxhf58Yjq4OBgInhFsbEImneg4/aLyIw3gsZtwwZY29P7zUaUy+E5NCYz+FajmQM+vTraKtnJrZlfffVVO3HihD366KP26KOPmtlGX48i9RDWH3XISMdrFyYzPMIJHWIyA13SEVgGDRH5rUM4PVFgon2CiRhvhqDTKFFHPEUW96IcXJeoO94QgwkDzmP753vuucd+8Ad/0F599VU7f/58aUS22WzaW9/6Vtu7d6+Njo6mTQU8u6IjpdxnWQ9AfLitMX0VO5ShPsxukKWJiQlrNBo2PDxs+/bts8nJSWu1WqV1kNxWqH8VT89y12lbem1c9Tx+Tg5w58jLVnQ/l9/nn3/eTp48aa+88kpPaXqytLRk//E//kd785vfbG95y1tK4FCBogemOTrOozf4z3ZAha+tkpzdx/k6hIb9uzfqwP9V39n+eaMyua2Ho3KwrWT90muqcAm+69q5nF/Ub68uvBEpJTLeSBbXh+cXWNgueAEyJS+c316lirh4fmSnyU1Vm5iZnT171s6ePZtdJwmpTWaee+657LaoVedvNbmZWzOb+ZEZOFEA3uHhYet2u2laEjtNTgfKgVGOVquVonw8tKqEQDu6Z0T1GlUSnrPOozIYkeH3KuC57KgRbUXZ2Rl6EQ3UlW5zy2XtdjdelIk1ROPj47awsJAI3549e2z//v2lyCimwGB7awYz+vZ2jwigfZRoMDhC++IloiB1iLaD0OiC7hyRiZxtznGwofeu5TJy+jkyExGaqL52UnZya+aDBw/aH/zBH5jZ5u0zdTRG9Yd1SKcqmtmmdsIxHFdAz33dzDYRa3UmO+FQvH4QOWPedY03LoDO8wsioUtIB/llp887/KFMPPKk5JCJETbUQB38j//xP+zatWu2vLxsQ0NDNjU1Ze985zvtzW9+c4k84DkIbMD24v1TTKR404Gi2Igid7vdTbqK90nB3mCa3fLysjUajRRU0ZEZnUab05VIzyKQh+Nc/xHgjexBTtSuIG87oe9Rfo4fP27Hjx+3o0ePbvsZzWbT7r///k0jh9GH21/tr1n5JY5MVnKAnsvmEcecjm+XKHpl9AB7bgpVLzuamdkmm8k4J9qpzOtnO+1TPJLBZfB8AvtH3vhH60Xv0br32puJMo5HAUcO9nh14/loTzyfstOkhfPUy28zs3e/+9327ne/2373d3+3Mv3aZObxxx+3J554IszkzMzMbUVmbpYoCPKAJxwhFqAiGotz3ME4MowRHHbEPPVJlaXT2TyPFOc0f/jNx6CgPMcf20njN0A751GnvgDg65u1ddoJys2jHExgeFSDAdD4+LjNzMyk3czwjomJiQmbmppK75sBoeGXkSqh0DbzjnFeOZqMfGNkBuXjdRA85YyBq5IZNTJeRMdrt5xEDlONOhti5A1O/WYZutdS2Fnhf+TYIdw31dloQIFHSDl9jdThfu7T0BUdqYjabqvtEYEQ3qkMwQKMwCwvL5de8ssOnPWVR5Jhh5AO7uM+70335FEQpN/X11d6h9S1a9dsfn4+bfaBLaDxkkoe4TGzRGZ4x0g8l5/J4JV3INQ6x6gzzg8ODtro6GgiXbDVeEkwAii5EdeqdtUILdqS29Vr61w/6OV6Pe+BawVrXv7r5menASzSVD/Jbc55NSuDTB1ZRHo6YqPnOU0dwWEf45Gb7ZRTf+M7Au+MN/hYZC88EqP59+q0l3JqQM37VPnQOoGDCAtFozJenfB10cgVp6/6zP1R28vT/ao602NbsTvb7Ys5+1T3XB2pTWZOnjxp165ds/vuuy/tYsYP/cIXvtDTg9/IwlExDyywIeU1I1BKD1ibbaw1wdvjeQE9nsvXq9NU4+EpIpcBIIQX0/KLKrGlNEdaeD0MKx+IA79nRg0gryfi0RMuX7PZTB+8YXvfvn22sLCQ5q0DRLRaLRsdHbWxsTFrtVqlbaE5EqtTzNRYKbnkutVpK1wHiELzNJpe18xwu3kf75yZv6iPDShHffAMFu6zuFZBQCTal241qSIzqg8oK0/pxHEF3/wM73moO5AWRPbNNhaxDg4Opj7uLRrXtLW+6wBGz/HymhiMuPIW7BiVRQCD04FNQv9GWQAAea1Nt9stjZiwHunIDK+dgR5hmundd99dGgGFbcTaIq0n6CDsC2yNRy7YLkXEFr/xXBAYlB3HMRqka/PqgpOoX3n9TM95xLcXMpGTXL4jG1GV/nYBTZWwz4EoSTErkw4lMN5/ni7Fow9mm18myGmrPeF8bgdEqm3TcxHAVjtYZwqV+nF9Xt1y5UgLHzfbPCWrTkCQn53TO6/ucqTFG8mKRq+iUSstp474Re1oFr+sUuuej6n/r0N0epWtEpet6nxtMoO55d/97nftpZdeMjOz9773ven8Jz/5yS1lYKfl9OnTdu7cOZuamrJz587ZZz7zmdc8D14H5ognO3YekWFgHEUCEfnX6QqRcYJRVSXywJvmXUdlsFgZL4dbWFgovU+GiYi+0VtHa0BeOOIP5w+iArKmQ63r6+s2MjJirVbLJiYm0i5CvGMSgCKmdvH0LjWETCy4fjhK5bVxRCA4bZSPR4AUtKnx9cCVZ6S1j3Baeo9KjhDl+jMf4zLfbhKRGU8nzOIoK85VEUM8E/dBjzHVlEEwdEhHEfUZns5XSc42MYEBieHt1zEaix27kF6j0UhrAGEDOp1O0jXeQAT2DiM4qA/VSRzn/sVrVUZGRlIgheuVR361HXXTj8iGMhjhduO+oKNzPNKLa3RtnuonSxXAq9Ou/NsLYPRCJLx+3qtsFZBH+rNTxIb9Ys73QZjAcL3qiI0SGt7hrIrQcPkUcG+lfCpekEbtneqMN3qj//mY1qHnw/iaXNk8X6q+zzvmER9Os1d98PyCkpU6hE8DIhDgA7MNu8LTyLSutqoLObKzXdujkiMq+r/qWhyrU96eNwB497vfnX5/+9vftqIobGpqyt71rnf1mtRNkSeffNK+9a1vmZnZU089ZadOndqRubZ1hTsvGz2ec45F9PxSR448AtR4wDWKOOQ6uRojs/LCdg8YYRrY2tpaWqSMrZCnp6ft+vXraWTGzNJIChbFAuREHRFlQBQVUU1dW+KRDOQPb9ZeWVmxlevXbfWll8x+/MetKP5yesqf/IkNv+c9NjQ5uSnCDdGRFT6nQ8pqkNgwcpsAyLERUhKT+yBNr77QF9TxqZHXCDen5xkwjiZqu+m1W3Wyt4p4jpmPqyPiutUpJJ4+quNR4aAE0sdvHsHkkRmebsmOU/syrvHajO/nNHg6GUjM8vJy0nlMK8XILN7zgnIjKNHpdNLLYbvdblqAz1PWsOEJiImCZo+Ie3UMEtjtdm11etqm/8N/sL3vf38q1+X/5/+x0Z/4CWuMjaVyc6BIp3ialW0iwGYE/rQPwHbwJgjeNNJcv1CJ2lDbUa/hAIWXlvqOqt+5e6vsQA7Ues+Kju0UkeE8eYQEov95Iwi+htuAo+kMSKMyRCTGy+tWy5nrv945tQ3RyIMSmag/cllxv0591+vYZ3rkhLHR4OqqTb38sl175zvTsak//3Obfetbbb3ZLGEHb/qWV2ceCfHIYG5ERvEVP1NxA6eHciuGzPWpqH+o788Rl6gNepW6xKUuielFtrSbGeSBBx6wZ5991h5//HG799577fnnn99OctuW06dP2+TkZPp/+PBhe/rpp19TMmNmmzo8AAO2NsaULayrYBDDO12xIwQAwrVwlgo+IzCgeVOjpMqqC/+R57m5OZuZmbHr16/bwsKCraysWFEUaRQECgfjHyky8ogyYFQG64EA5LxRCgjX7cx3vmPtr33NWqur1nr4YVv8d//O5l94wUZbLWv97b+9aQtdBaneomutJ96wQIUNE6bZcPkjIuNJ7jgTFDVsfJ6/c4Cby4l6QN1oxDtytrebqEPHtzowFnak/L+KgDJwgrAu4zyDYCY00ciBR2a4T3uA0QMsPGqiOxaCvMzOztr8/LzNzc3Z3NxcWpuGvOGdUhp5Rpl1kxAu49DQ0KY6i3TD68tFUdj0n/6p/Y+nnrLOzIy9+WMfs+//7u/aq888Y2/p77e9P/dzpbphss/6gXyhTtD/uS9U6a2KV9+5/uLd7/332tKrq+g7Ag6eja5Kb6flZpIYpOeBQ7Z5+OaF6bhWp6NB0Jc4OMn3aVmYQGvUfDsEpo5EtiA3euNdH10bSa5MOX3n36qDU//rf9nbv/MdG1petkvvepcd+LM/s4Pf/a59vyhs+gd/MCQvnh7UITiwD94olkdstA75OZ49YQLDNp/TwXW9TC3zznv+qk6/83yad030P0dqomN1ZEtk5t//+39vX/rSl+zb3/62HT9+3E6ePFkasXm95OzZszY1NZX+T01N2dmzZ1/zfGjn45EZgIS5ubm0gB4dU+dz67oObOmMTscjCdoRPUDr5VMNGRRSdy/iF2WC0GDxLQANRiRQBjVukULz+gFeD8RkxnMESKfT6Vjzgx+0voUFu/r7v2+L//f/bd2VFZv66Edt3wc+kI2OMsDxRm6YxPDzIoVTgwunVofEsJGIruFoi+c8coRG647rVQ0jIugMAuvkn/NwKxOdOg476nNVRIb7WFTHnDb6Hu5Ff9Q1cWbl0QNvnr/mSfVPp5REozL8UlpML52ZmbHZ2dlEZhB0abVayX7xs2FLEMQBSYCeYeMT5MnLv/72iMhbjh+39elp++//1/9lr3zlK9ZZXra3/NIv2ZuPHi2NRnP96rMY0DKR4Qi0V8eR5AgM64fXb6L0NN0cAfHIR2RbIl3Q9HJ5ryt17cLNtB1MMrR/eFPGvPORaJo6bchs83QnBaZav3Xrmp/rgUmvnXMzMxQT6OiDl6aW3fO3OfFICwd0WHcbjYZd+St/xYZWVuxN/+k/2d3/+T9bY33dLhw+nIiMYiIlCzlc5GEXLavWYZ068tpWMY3aDyU3dXUvIi5efefu9+ookjrEZSdJDKQ2mXn55Zft6aeftlOnTtmhQ4fs8ccftxdeeKF0/m1ve9u2MrNduXr1au1r8Z4ZyE6/bwbCZAakAIQAUc7V1dUEDjDVCmCeiczQ0JB1uxvTJbwFpZ7Tx7lcB1IiwzsaIbLKc+gXFxdtdnY27SSE7Vkxn50BnAca8NFINEammMxFZIaVu9Pp2MFf+AW79vzz1l1ZsWJw0O5+7LESqM9NuVKQBNGhaQ88eArvAbOqfqJGS+/Bf53eENWN9+HrPDDFdaQgLjdKdrPAB94vA9mJ98xcuHDBPvaxj5nZjXx/4AMfsIceesh17LjGzK9b/g9Rx4RvdWKew1QHzud41MADpF6+PPDCDpfJDIgMb8EOezU7O2vXr1+32dlZa7fbVhRFCjz09fVZs9m05eXl0ggoRihh9xDtHhgYSFNste+qPdP69mxcURT2v33qU/Y/nn3WOsvL1hgasrd/8pNu9DLSByUz/IxIv7hdtJ61jbvdbmkkPddntO00j9GzuB9U9dkoXS/irvWRAz9eeSIQHwmuOXnypJ06dSodf/XVV7PPrCPtdtu++93vpjwcPHjQ7rnnntI1dQgLr6FhwMkkiW2sN8WpLiDdrnikLCdVoLOOeAEDb3YCz4jQmSjsk4GDeJoozl1617sSken09dnVe++1hvk4AfWR0z2ti4jURHoTTb/j5+dGVbTv7JTU0VsVj3h51+SO9UJocPy73/1u0lMzs5mZmcq81iYzhw4dsmPHjtmXvvSltJvZyy+/bGZm169fty984Quv+zSzvXv31nq5jtnNf88MCxMEOHZEPTFVy8xKC3/1ZY+8QBjrU1iBIiKj4MYbVVClVMDDEVze1Qg7GyH9oaGh0vty2AB54AziGSxvTnvkBFD+S1/9aiIy3ZUVu/qHf2h3P/ZYyQlH5I/rDuc88MnRmAhURp9c/8gZCe9ePDs6p99eXvU/l12BnAcCozLtpAHWIMNObP9+4MABe/bZZ0v160XZcE4dn1cX+puF+4BHZtQJetMd+bwHxHWNXfR8T6d1LR+PzmDR/8zMjF27ds1mZ2dL71HByynb7XbazQz9BlPLmMxgxLa/vz9t6a62IOqrnq7i97kvfSkRmc7ysv3P3/1de+vHP76pj1bVEYBGjsjwPd50RbURPF3JG+30CBe+cw5f21bPcXlVvH7Idt8jMzy9NUrPy4OWJUdq+L5jx47ZsWPH0v8TJ064ddGLDA0N2d/4G39j0xRtj5B4hIbz7l3LfUb7lEc8kWbV6Ewd8UaabpZ47an+M7KTbN902qeSGu9aJToH/uzPEpFprK/bXf/pP9m1e+8t5ZVtq5lt8t+q655ou/Jvz5ZrkINtBdsZ1d26hKFKor6zXUKTu67qd9U5CN4vA/nyl79cmc+e3jODHctmZmayGXy95PDhw/biiy+m/9euXbPDhw+/LnlRo8dAgqOfvCMYFv+bbSw+B/AoiqL0dnAFATkAm+uIEYlh0MOjNDztDJFbjKzohgY85UzfMaPG2jN+Sj688uLYtf/3/7ULX/6yHfzFX7QD/8f/YRd+7/fswpe/bIN799pdDz3kkjw1vFp/ntFiQKn3esZMI3gKFlAHnoJXAYScUYiAtVd3fI1Oi9BrPKB1K+h+rxI5II/I1OmnOMff+O0BXUxj0WkT3jPMytHEtbW1Uhl4++LIEbL9YTKDF2Curq4mfeZ1MxiZmZ6etqtXr9r09HR6jwqmvA4PD6f1f5ieirzz6I/WLdeRApc6ZAbHXzl1yr73279t/9unP22HfumX7C9+53fsL/7P/9OG9u61g488EqbDwmBHyUHk/DXaznYtAjwMxvh5kT3xCE0EoLx61bKreLZHgZgSrpxt6VVeL9vBIygoW46QcPvimjpbNnN6bFdzhO5WFyZNbB9zdtLMNk339kgLBzF5B1B+nQGTmb3/3/9nB7/7Xbt0//127d57be/Zs7b/O9+xTqtlsz/0Q6U8cxuYbSY0kMjvsv/XkRjvN+ul4jUlNPq8OoDfEy1PpKu5WRae1CVZdQhNVJ7t2oLaZOaJJ56wt7/97eH5z33uc9vKyE7IkSNHSi/2PHv27I5Ec7YqOaPPHd+b+86743jbiXpvkka6CsT5nAJtgA3vbbbelBSAFbx7AlNLeNoIiBemxjGZ4eiEBwRzdek5dsjk//6/W9fM9v3ljkYHf+EXbGDvXpv8m3+zdL9GgTzF5/8weDC07IBUwVG/+tJBnEMaIK25SLu2mwe0+ZnqGJUs9SI5AlQ3rVxb3QqSc0TRvO8qIuP9xn88E99KZBTceE5W31GlINm7z9N51mMmM9h2eW1tzSUzV65csZmZmTS1dHR0NL2gFmnqSAXqEGuCYLv4JaFedDbqg14Z7zpyxP66mb352DHrdrt26Jd+yQb37rV9733vpnbw6hV5VF3S+1hQ52y7UcewG1z/2h68Rqqq3fle/R+RmQgse8/QvsS64N3vgddepOq+OqBpO4K0eG0M+lxdgsL/tU5YR6PpZp4fwcwL5HE7dbyV+tDfnkR513x6RIaPsZ57NsAjNUpkGo2Gzb/97Xa+0bDZv/7Xra/RsOn777duq2WLhw6VCDjbXPbpjENyftj7rXrnfTwSw3WnI3Jcj3X7vGcvc/azrnj4hvOu1271905JLTLz8ssvZ4mMWXnL5tdz/cyTTz5pTz31VJoK91rvZKaiygswC4c+NDSUOgy2Nh4ZGUkveMQL1/ByPd62mAkNhJUIz+dzDGj4o+RFPwqKIjLGZUS+Mf3EzErXMsBnRVODEDk3NiR94+O27/3vL12z7/3vrwWKcuABhoZBI/LLedD64rplo4XpNd7mDegn3rQEjfjguNYFG+nIYFQZogjUvZFEyQv3Y65LAIzIUSvJi45zujnykSNMZhsjCLrANCJGqrcYjel0Omk0hqeCtdvtNHrMo7BYMzMzM5NGXtbX1218fDyNyHDkmm0e8l0UNzYK4Q0+vF3buCzcByM7MDAxYW969NFSfbzpL9+L5hEFzqPXx3OgTAEr54PfnYNj/B4Jth+atkegOP+cZvTR6+r0Kw+weD4ksqPe93bsRmSLdwrQq62M3g8Dyf1HvdSZjsY+gP0a5wXXeuXdaVKz07bdy79HZHSamPebp6VHwY40utlq2dwP/7D1kc2Y/xt/w8zMeDIk+2n2s1UAP0dilLCoj/aIjNozj9Agn1VT36ryjnOatndNL9ILWckRmJ3ug7XIzNNPP22f//znayfa6/U7KUeOHLEjR468Ls+GsLHChwE+CMvq6qqZmTWbTSuKIhGWkZGR0oseQQqGh4dL57FBgAJr3lo0R2b05Z08WsDRaTZEvFCfIytm5Xfl8As0sSsTruH8MHjhuouGa5E3D9ir8+bjUVoe6NT7lGzoc/nDo1yoY1yH+ltdXS1F4BS8KbhRg4lj/HxuJy2/lsUTzyhrvValcTsKExkPFHrg3CMZfK3ex+0ZRQN5iplGJlU/PJ32RB2rvu9lZWWltG4Ga1hgN6Dn3vo1SF9fX+lFt61Wy4aHh5OdANhbW1tLNo7fScXvf9K61TrmPskkIerzOeH6jtqQ2887x+cVbKkOaTuxfWa7gnNVJCaarqr1EY165Qhbrv4iUpSrw7ryWtkVtf+9Ehp+lwzOa9swkOd25vPa3r2WP/IXfC53b68SPce7TokM97vcKAzbAh2R4ZEa7c8cOPFEdU2xUa4+PF3Gbw+neNhE743qtC7Aj8rq6XZV+TyJ+hXS2iqJ6YXQeLY/J7XIzJEjR+yzn/1srQrZabZ1uwk7GnQ4TK1gIrOysmLdbjetg2k0GqXRFx6ZwQgOCA6PzKBN1LmZlTtyBGoYxEQdF0YGZeC8AIwzSGECxlssa55gUDjyzfXHkXIup+fMcV6nBeHbcyZcxq22tdYpj8rwe2m4rDC8OK6GXvMbETzNP4NidbAeofGMMo8ucfqcNz4eOeFb3Q5wvXjr0KL28ECc56C0TbQtIvAeRSu5LyBdPDvnbPm8NyIb2QAEJVifQVDQZ3G+1WqlIAt+69RSkA8OcuiujVE/4zr2QILqud7j6br22ypQVnWNRxo48KAAVsmYN/VFRfUzstlm5a35c2RG7acnnh31bKwn27UDVaB8K+Lpa/TCS64fnULIOpmbboZnaj17NjlXD9FxBZ6apgfeOU1tT+6H3I+RFtdZlE8lGkiXCQoTGZ46r7+jdTQ5MqMBHj0XEZtcO+T6oT7PCzrmhKcY5kRtEh/jMuaIHe6JpKo/Kv7IkZkq8pJ7Vq96X4vMPPDAA/bAAw/0lPCdLGoEoYRw4K1WKxk/7ErWaDQSQcDIC0AEj3AMDQ1t2raYnZoSGs2XN80setcDkxgmVCMjIzY2NmZra2spCjs6Omp79uyx8fFxa7VaJcKF8jOQ86ZZaR49cMJEh+foq+P2ACWnw+nlou0KQr086AYJPOKFaWYeUIMBqxOR9sCLthU7msjgKDhQUI9y8f2ctkdKb3XiEonXptxWkKiOq8CBfjwyg8gtjhVFscmhe323Cuxy+3nTICDIA47BocLuDAwM2PLysh04cMCWl5et1WrZ0tKSmVnS+bGxsfQZHR214eHhZK9QbgbrIEWYfqo6oHWqbaS6oLoVkQ4GaFyndYAM171HHj2by3rO9s1rL2xtzwRWn8m2RgM5+vGAno7yaT4j0bqN7JRXxqq61Pu89Kry14tEvpFJCgeavDxGBIb/M3llItQLgYkkqmcF5zlbpqQl+g97xFPr8GzP9qvP5TS8kRglMGwfvN1NdZSYA8ZcTtUfBIwhnt6g7iLyxxL1ca9/ecBe21/Jh+dntZ4jO6e/e9GjqF296/R33WNROpHU1ZMtvTTzjSB4z8zNeL8MGy98QGaGh4dTFBQEptu9Md8aZMebV67vX9HpZUoGNLoOBVUHyt9KNHixeqvVSnPoseZjeHg4zZ8fGRmxPXv22MTEhLVarfT+CXUCqB/+1nzD8DAIxDU6VYbzzcPT6nzZSOmizyiK5NWnEkGsF9Bpe/zWczwTW3AjTdQjz6Fn8QiqOh418mhrBVmRA9Ty6UJurv/ICWs73gxyg/fN7NR7Zj75yU/a3/k7f8fe9773leoAwmXW/gHRutFvbiekyW2qgNQD/NyvIwCoRAV6wudV//AM1XPOy9rami0vLycwMzQ0lLaTX19ft+HhYbv77rttamrKJicnbXx8PJEZBGDYRumzuYzqnNmponwaOOD6igIZ2lbafnWBPdsgrmsefeVzLHgmR2tRPuwM5wE2zovabB1FUxLjkRm2b6qnESmLCIxHZrSuozr0rs0BlhdeeMFOnTpl58+fD6+pKysrK/Zf/+t/tf3799v+/fs39QkefWFQi/+6XkZH3Njva31GQLcuudF61fty7cbHPMKC4/C9Wi9IX0etonwyieF+V7VDGUZpIzKjZF/T57zqbw6Qah1wvrUsWgf6OwLuOcITtXUdghIRG4/IVKWv/Yf7VM6P91IPesxLI5I/+7M/sz/7sz/b2ffMvNHkZr1nRsG32Ub0k0dnQGCwLTPIDE/r4AWyupuZAiSN/qlT9aYRKZFhx8dAhyNVuA7vmFhZWbGiuLGwd2xszCYmJmxkZCRNLdNneERLAYsSEQZYShzYuaCOUZ9KTtghsYP3FhkqWNSpedjJDQSP86OAo9vtpjUDnH9uX60HvZ/bEv2JiS7aK3I0OcPqgUUmM/hW5+YJQPBOExoEHXbiPTN33323felLX0rtqX1SR1/YASppgXggTwkQtwuPhqgT0ehlNJKAexVQ8Tm9R0fYdLSGnWK327WVlZVEOEZGRmxmZsbm5+dtZWXFBgYGbGpqyiYmJmxsbKz0fiyeXqq6DlCjRCaqDy+IAF1jcMN15rWNAna1M179cruxLfBGiDUYwNMXtR5wjp+pO1WqHfIIsOon14eSHL1eCZhnc7z+7IHkOsDHI0oRmOdjx48fT5/tyuDgoP3gD/5gKTiA9oHwlDPtN0xg9Df7GAX+kc5q2RH44npgUeLCdR/ZJLPyVLOI3HAfZfvA1+CY9zwW7YPaNz2yov2fR2s8op8LQFZ9e304qnMVL+jlAfhcHupIjlh5douPe9fnxCMy2mf1ej1eh9R4aURSFIX9yI/8iP3Ij/yI/d7v/V72WrM7mMzcbFGjDQXGyy/xH06NyY5GJ3SeqQfQo+imSmTIzDbeDcOLd5kYsEHv7++3kZGRtPUwXvbJozKdTieBfA9McH54DjnnFffB0CqIwPMVgHLafFyjMyA3bCjxPNQhP3N1dTW9iwMvFMTLQ7HYP4rkszPUqSVaLo8UaT8C+cU5lEPLnuufOYKLsnA/8dpOhY39rSxcHib/Shz1A1GdUODHfZKvV/CHtmOQ4AFHD0gyEcV/tg2QXJtw39L0sVlFo9FI2zDPzc3Z0tKSNRqNpO/ox9ARDhRE/UXrn8Eh15MXxABpYODHfZTrWIFfHUIT5RGEhbe3BiHmESO+F+Vi3cG12u45e6/ty8RNwSKvQfLKpzZUp8Vqm+XqyKszLr8SJC/tqnao89y6gjyZbZ6OxH0k0hkmK7zOhttIiZCZ/341BY2e5OrDA51KnD0C4/1Hn4K/xn+ePsd1pHXI+fLspgYcvFEaDnLkRmdyRJ3rXH/zMdRTRPRyEoH4rYD2KsnlKwqw9UJkVDwfheP6uw6B8crP/dMLkmp/qyO7ZOYmCjcCFHlwcDD9B5nh/xqZ09ECDzRx+ohW6hxRzpMqB09P0q1ScdzMSlMqiuLGaAwMH9bUIDJbFEX23RMM+DyDw3nFyIVXt2qI1EFCPEODa3KRMAZTAC8rKyu2sLBgs7Oz6bO4uJim3GH0DeubOH3OC4AEysDv/eAXlLJz4qmIzWaz1IYMHKOyeGXzCM12DPB2jfdrIQpQFZCYxYuoIVVkRo/9/+z9eZxcV3kmjj/VW1XviyRrw7IlGbzhTZjFTgiMLSfAJIAtyzJJSEIScIZMYBIWh2+W+UwyE8aGMCEhyWCHGZIJBLBkT0gmOEEmyRCYEGNBvEAwWN4lS3K3eqvururuqt8f+r1HTz39nnNvtVq2FdX7+dSnbt2699xz3nPe5Xnfc85lI8HOppXLoNXK98rlenC92cnQ7KdSqlw2kIuLiw1bw9t4L5fLoR2WGQQQZMDq1tnZ2QCWjK8ekGEwY3W0OsQ2LbHyOChjz+ZvPaeARoGnXs/ZFn43D0+9Zf3I/W/OGesgfceP9b1GqTk6zR/OxLIeUzDDfc3t0WwXT4uNARkdOylS+fJ0S2z8ebp8pXSKjgvOnvBvzs7wGPXAN9dRAUyWs6fjLcbXrPPaZ55d5HPWRv7Pns9+BNeNeWVjXOuhfgX3qQdkFNDYWOddFDXzqkCdx4wHZPS3tjfPePYoa0zmHbMxMOIBl9T/dp6v83xAr548fvWc156s8c3XZgU3vf9ZH+flY24w83y+O+ZUJHUWgONTSzo7O4ORYyWkAMZzZjxnnYXYnApWtPbbiBWaZVCsbDaeagDNqTFHQnc2so/dp/Pbta08LYwdSr7O44UpPmuLKdbYvFqrPxsiAA1tVMXHxPfZOgJ+K/ro6CgmJyfD+oLu7m4MDAygv78fvb29DYBGDaJF92q1GqrVanhx4eLiYsj4sJIplUrhPSHWBusHHX88DmNt8j6xMazlpIzvC508IOe1XQGN52Sps873cVlcNp9nR94bg/wMvc/7nQIzqj9Y7rmtDCS8jCiAhs0tbPyaY9zV1YX5+XkUi0UAx3dHU6Np7TPZNXlgfuv0JyOWec1mMN9iMq2/1THkccIZmUqlgtnZWczNzaFcLmN6ehrlchmVSqUh627bVdsaIh4jnOk1UMNZdms7TyVta2sLmXuzHwoEYoDAiNtiAEazXXnsT4pfrN84A8UfdiS9KLyC9macmmaIgQk/x8Yd/07pSm232s4Yv5iydGns/ywQlPIdmGz8GTGgYR6kMlZcPoMY+x2bWpaaamZjPZV15OdrZpT5n+Kxggou19u5LYt07Hhl87Xex5NDz7bwOT7vtc944/329GLsOAZgYuOjmXHPwDmv7OcGMzfffDM++9nP5r38tCfPkTHBBhoX5HsD1ysjZlisXHWsUoPKHGAPZLBg2P88P92mOZnysOisrpMxA2lODkexzEAzCFMw40VjeL6sTmFhEMNtUPDgCb3Hf+UZOyAzMzOYnJzEkSNHcPDgQYyNjWF2dhadnZ3o6+vDqlWrgoPS09PTkO1Spc8LiO3DQHBubg4AwoYLtVqtwcnxwKI3RtS4Ml9YOXmKMsYbvedUoxSIy+skemAmJsdGeq3JjUaw1UB4z9Cx6wUGtB4KXLSNfE9XVxcWFhYaXoJrUypt7PK0SH4XVU9PT5B3Ay2ew8S6hTc5YT3JdTdHnjdF0YyyF8BoZpyqU25ZmUqlgnK5jKmpKRw9ejQENMrlcgBj3d3dGBoawvDwMIaHhxvevWNGmgGiAQomaydvZ21tsGCOBnEUBGh7WDdrJtjAqZfVSenFGM/0WfY83bzB7Adv/83Z+JjzvVzynH91yExfeiDFSLM63rcChCzyrs3rhCt5GRbguMyp3jKfgPubp5h59iPlq6QyM5p5SWUkNUCps0aUP1xv5aG1l/2uLP7mpWb6KKa7FZikggopfzBP3dQ2NANk7DsGYGL3eqTyyL4nkC+7BDQBZh555BF8+MMfxjve8Q4MDAzkve20pJgDyIqDO0gVgZHnYDGpQHL0n50Az+H0kLUKEqfSVdjYMee1PqZIzEhaOWawre1e27SuptA80KdAJuWQsXHliDWXpVFB5QHXcXHx2BvSp6enMT4+jmeffRYHDx7E5OQkisUiRkZGGgx2rVZr2FJbMyn2LJuGyM5Xe3t7iG6bse/s7GzYOIL56TmqPL54TMQi3srnrGgvj8U8EZQXAnkKGcgGMjFQp3zm8RIzLvy/Z5QUjMTKMFnnMlPZJtVPsf61excWFpY41TZOrZ52nQEaXtNi9TP9pHrHyJxarjf3DzvpKfBj8uA5XR4vssY1BxgsuDA9PY1nn30WBw4cwGOPPYYnnngCo6OjYVrewMAANm3ahE2bNoVySqXSEr1pvPIy1KynTB96uisGuLUNHsDgrJDqpDzleqTPm5+fD5ulWLbZpidbG+yl0KYnrQzO2K0k8ZiwurJNsf81O8PtY33nZXFSfMrSk96Y9MZnFqluMPlhkJM1JZ3Hhie7WkcdM940MRv/WZkaD8h4usrzIdiOKh9Wgr8pve797/Es1RZPP3v/63O5/JheU8oDOLxvlktvbJyIP8B2MA/lBjP33HMPBgcHsWfPHhw9enTJrkLf/OY3cemll+av6fNMJ3NrZiMddCZsMWfeSB0suyb1HAVHGuH16qVlewDAjI7ez0aUX35XKBzfbpQdGzOingPtRcD4GnVoPIWkzpnyMgZmrC0a3WSyPuM+NIdgZmYGU1NTmJycxMTERMM6KDbE9mZ0K8vIc5rtPgMt5hCwou/u7g5vUFdwGXNQ2SDFsgA8FlKOjEfeuF0pWumtmf/dv/t3eN3rXoft27c3tC3mwClv8xgOPfaCClkOdV6nRyPEPFaZ2MHw2qROgTpC7HTopgPsOFh97JzJP5fNu31ZRsdeImxt4wwEj2Nrg05LYR6qTlFQ4/Ux36v9YLqsUqlgcnIShw4dwsMPP4xvfvOb+Na3voWpqakg3729vTjvvPMwNzfXoFeKxWJol313dHQEB5/X5piDbe2L7WzpBRyUFJDprnAaDPGm7mWVn3qeAZnp6emwG57xyvRZX18f+vr6wlpAq8+dd96JO++8c8W2Zv7Od76DVatWYfXq1eEZ3AYboyk+xsByzJFj5y8r0pxl65shtYecEWNiQGN9bMEIvp51vLVF9R/bVR43MaASWz/jZRwVzPBzrX6aMeM2a3ZNeWp+y4mSp3u95+b58LUxUKNl5qG8tjoFYOx8CsjEnuPVk2WvXq/jgQcewP3334/JycnMeuYGM4ODgwCAHTt2YGJiAh/+8IcxNDSEkZERAMBnP/vZU2oa2snamhk4JhAWRWfnQCOGCiJizqDnsHuOkyojIy03ZsRVIZhBVaEypQKg4W3e5lhbZkZ5Yv9ZxC2msNRZVODnAYDUveq8M/+5PTFjrdcyeAAQwIZNQSkUCoEv3OfGh87OznDMfLCyLErJWwfzDjPmFGm2x/ifUooxcJcVlc0CNOZk8nTClaSV3pr5D/7gD0JUmnmkRjMGbGLGNI8j4sm9lmPkZfC8ctkI8D0K3Hm8p3QKOwXqTNhY02i2PdvGvMohy5+CHHOcTN/wlCwOMHDZnnPkyb4XQLKyVK/ZfZ4zUq/XQ2amXC7j0KFD+O53v4sHH3wQ4+PjDddWq1V861vfQn9/P1avXo2BgQH09PQ08NQyELwWkcGGgT/juzelTrPJnu5SmecprHasTigDqFiQx8r3zvHHsvI8PW92djY8t6OjA729vaFPADS069prr8WOHTvwYz/2Y0ue1Sx1dXXhxS9+cYO8WJ297IzHQ4/HygsGLRpkaJZi9j4PmQNvxyni6Wf2jNj0IbPhXD97huoVzbDEPjGw4+njLF3K+st+qw70+lIppXOzrsn6z9O7rMNidty7j//Lei6QDapjQFzPeUAmBui9Z2TV86KLLsLFF1+MP/3TP01eByxzN7N77rkHv/Vbv4UtW7ZgZGQEY2NjePTRR5dT1ClNHiI25cxrSmIAhb9jBjQ1gL0yWUjVkdZ6ehE3VtpAY/TFc4S8nbssyqpG2KKPViZHGLlcdU64Xl4EUZWddw87UV45rISNPBBj/csgjjNTNp2iXC5jYmKioV42LkqlUoNjyFktqzc7HTGwYYDZFhiz46Hjjh1J3fpZ+aG8zTP2jFYiqnWyyQMunkzEIoCxc/bbKKasvXMmt6pT1BjHpllkkRpzbr/nHHhj38Z9sVgMjh9PrzHZbm8//sZw3kwk5nDYx5wnT9ZZNoxfsYwqPycWTeRytU/U0VU+1uvH3r8zOTmJgwcPRl/oNjU1hcOHD4fNQRScWJ0tGGKyyVkTa6uBH36PD8t7ysH2gjnMD536pi9n1mfEAIzHVyYLdlSrVczNzYWAl02x4wANrwPMG0FuhtTeem3j4ACPCQ/cKL/5Ou/Zxo+UQ+nxMes3n+f6mUxmPY9l0drBAEflydNFDGIUjKTAjAdqPJ2s4111rtbTAwR8n6cDmiUPVKRsoeph/c02SfVz7JzWxdMLSjHZUt9BzyuIaRbI5CGWqzyUG8x885vfxNDQEK6//npMTEzgjjvuwNVXXx3+v/3225ur6SlCvH0uO4oxx0AVf15nBlgqiLFneI6Hls8RTG9QxATHyuOFvRqps8Hb3t7esCiYd+3SjEFXV1fD/GygcTtqBRRmvDlSwdEWbo8qOgUkbFw8IxNTcnqNOnS9vb0YGBjA0NAQpqenUa/XMT09DQAhgjszM4Ouri50d3eHqRWmoI0vnGExHqgTwgaU+413kTN+WRkceWKApNvI8jixtsZAoo7VU5VYXu0390se0JAykFlRJ+8/LyqqUV01finiMaNle0Y05tAbX4w3NlWK18ABaHC+dVoZP9erH/PE+1a950VsY23Q41g/xPSp/meZBtsAJCYLtVoNY2NjmJqaCmDF+MPyateqjOqGAKZvY/LOfab89QI73Femh7lsBUueDtVnMr+035h/Nu2sXq+HjLIFgni63ckENErGG+uTrGv5G/CzMXr9csnTMfp/7D7r4xigUZ1lfarbU3NbmEeeDvTAiDeFLJaJ8QCR2vdUm2M6J0V5+8j46dUhpk/1fvXnuK1Wjl7n+Z+eDk+1l2XV86XsvHdfXiATA0Lcfq8+HuXtO6AJMHPVVVdhYmIC73vf+/Bf/+t/XfL/29/+9twPfaFRrVbDzMxMiBTxwLLF3qVSCT09PQ3OpkbOzBllihlq/k+P1ZGIRYo98hSTKhr+sMCoMTelFZtaYsaVPx6Ysf/YUFld7Lk8JU/bzAZCo7gppcpkCogVXbNRBKunvSB0YGAAIyMjYey0tx+b+z03NxfqoZFQc2QYBFq0lZ0Trpc3FYwVnE478caYOkm6AxqDWs/4MF+Vj8r/U4GsXUoeuGYn0NrHfeQ5dDE5Zzn0dAM7iGZoYsA7y2jxuONy9ZleWSqL5uhypJe3XeZ2FgqFJVlFBWb8DGtnR0fHEmAfM9ax/7htXps92fd4513DTofV1XgQI5t+q+tcGDAo+NAtjFlGvfUF2n/qaHhTbK09GhHXqWwaHPL4GdMFbBc5sGX6z3ZPU5nLa+uWQ6rzPdlVwMa8jI0bBZEnWu+YLokd670KVlOAxq7l6YbMA5bd2PO87IIXbMgCMnxsstHMuFDdshw5j7Uxds7q6E3XjI2FGJCJHfNH5V4DPV79rJ1al6wp4TruU8d5p5frdR64Xg74zw1mtmzZgjvuuAObN29u+iEvVLLOqFQq+N73vodHHnkECwsLKJVKGBgYwPDwMAYHB9HX1xccH85YaIZBQYAKnucw2PUxh8gTZG2DZ6R5oOu1nvHna60MD8gAxwcjZxd42oPVx8vMsJH22sikERg2zuzoeVEwj0+6RsTuVQXsKXqrh7XZwMzq1asDqC2VSujt7cXMzEwwGLZDT7FYbHjZJX8MzLAD4bVZHRFPwbEDzvX35srrXGpWjDp+FSQVCkvXZqSM/QuJrD1GNpbYcdc+4OkKPG68KGFMzvV3Hmcki596rffh//Rer956HYMZ4HiGgKdNKek4i0XaOcJpgQLN9Go01tNhVm81hDE+qCzFHCS9xkBcX18fVq9ejU2bNuHQoUOYnZ1dcu/AwAA2btyIkZGRsLDdW8QfC17olu0s617G1LMFMf1h/cpj3ptiFrM5LAMe302mrFzrV1vob+OoVju2zTxP1/UCCisNapRigMYjtj/eeItdH/s/RWqj+Rwfp+rLgMbzE1gGebzY71TdPVlUn4V1qgdc9Jxnz/TYI7bleUCMR7E1QtxebrfygOvA1+uxB2S03bHZAQpimO+e3xfjUxZvUmDe0+Eev9R/8o55KQOPy2YpN5j5wAc+8K8KyAAILz+cmppCpVIJBtQcT3ZADWXzOwF4Mbs5+6ac2fjEAASwdPoIKxZ1WLMMbsxZ8SKn/H+qbjy9BDhugOyY33fCmQG+lwGN7p4DLI1ScLs8xyMPsaBZv+nH/mODrs6TOq7myNmLMXltgAEce4EegOD4DA0Nob+/H319fejt7Q27m/F6mzxgxuvblHNnPPA+PG74fi8Sy0bNrjOAb/Wzlwa+0InBmcmcB2qBRh4aec6BZ0BSoCYLyKTGuSfvnqzEyo8ZR68O1i7ra+t3lR0lBs68sJ0zjMo7Xj/mZWeMUkEiz5iyDHGmlMe15xx4uscyMn19fVizZg22bt2KiYkJ7N+/P0w1BY4BmXPPPRebN2/GmjVrloAZdeLUuHMddeypc6ft9caDtkUDGBx40ixvjL8KZHTsGm9Z/3d3dzcs/K/Xj2fkLPCjgTGvnStFWbL2XJfvjWtPb3j/eWVxwMrGEustdiQ1wKdjz9qjz7DyPZ8lBmhsXHh21wPrsfGudckLYlQHNUOqi1gPMr+9qWiqc2PT6GJ8jGVlYr5hHtDCfPO+PRATW0fjlc/n1O+152etH8tDucHMjh07lpx77LHHcPbZZ59QBZ4v0oE0NDQUts5tb29HT09P+HR1dQWG245VNmXKrrdFsbwdsQ5UNVw2ALlj1ZFMDdiYIKqToIMtBrJ0gBmP+O3VZoDYuY8ZPxugDGpiazW0Pux8sBOiQp7iCZdhDhW/II6nrLFB14X0RtYWiyRandra2sLUs8HBwYa3gXd2doa1NcPDwwHU9PT0BKCctdg2BWaaGRc6/j0Q40XGrC+5/JjDvxzj8HwQj1UFJfzNiluBrfHJxjl/rIy8BiYP0LE66HcMyDDQiMlLHlBl/DHng5/lgRnj2eLiIjo6OqJghnnEQRPWKR4PY8BD66BARteLcTDKm7ql5Vo9i8UiBgYGsH79eszNzaFYLOJFL3oRnn76aYyPj6O3txdnn302Nm/ejLPOOgsbN27E8PAwenp6UCwWXUeN+8JsjfWBjs/YuMpD3J/Me2+rZ69vuRxP1lWvsI2wzU9YZ9rzTX+aXuTgWB5H9mQQj3HuD6/tMedtJSkPyFFiEMO/eTzZ/3bMHx57sTrFPtp/NhYKhcKSscbn9VrPeQd8cNKMbKQc+FhbY7+5fl7G2rs3BWTY//D8NZUJL8Dj8UHtnJ2L2RU+9kCMd733TO6zmP2LreHJ25+5wcztt98edm3Ztm0brrrqKtx333245ZZbsHXr1nDuVKFDhw7hne98J97whjfgmmuuQU9PT1ik2dZ2fF2DLU6s1+vhLcZzc3OoVCoNLy7kSKS9E0Qd+ZjBNPKEwzPcQDwq65UF+PMSY44Nf9t0HKuHRglVILlMu94GqU454eeqcFp7dN59TFF6wmn361uo7WNg1J5vfW73skLh51qWinlkGwKUy+XwYjjjgU0/6+/vR39/P3p7ext2gPO2qFbDwr89hcUGVo2uB1i4n2Pg1hsjMXB1smml3zPzUz/1U3jzm9+MN7/5zdE0eQxQA3Bl284pzwG4/cTnmTxnxepjSp/PqexrMMPq6/Vzinh82LcaPa8c5hsDGgtmeIEMj4/e2EsZ65jxZSCj8l+r1RoyB16GmZ/NmZl169ahWCxi7dq1OP/88zExMYGZmZnw4tyRkREMDg5iaGgIAwMD6O7uXpJ1iLWHgwgx0KBtT/Un85rb5AWkdKx4ZcV0DV9j+p+fYWuM2tvbUSqVAk87Ojrcabft7e248847sWfPHhw4cCDavrw0Pz+Phx9+GKtWrcKqVauW/H8ydVpWHzHFgEtMN3j3cVs0CKFTtYGlayE93eI9z/NVPCc9NpUsBmQ8Bz4m9+qbpHwlvdc7HzsXaz8/0/zBmH+X4hEDGT3OY6dZ56coxYe8ICYGZGKzM7LqxYDG6MEHH8SDDz6IqampzDblBjPbt2/HTTfdhFtvvbXh5ZiPPPII9u/fj+3bt+ct6gVBGzZswB//8R8HA2f7/KuzYoy1/8wQWnbGnF42mJoy1YWPOp3IM2oppzIWHfLI7tNrPQCg53hKmRrCmJLh+/l/BjT2Wx0aLscEyOqgKXB2Ju1ebovnyFhfGxDld6LY1Bmtux0bz4wvfJ0ZaZtmZlk7azPPF9epFLGFzmp8VIHkNWr82xxtq7/y0uO/gjrmLysznTq40rSS75lZv349PvWpT4U2egYcQMP4seweRzjb2o6/xd1zwr2Iov42yuu0KLCNgRjPmfEMZxao4bGfx6m2erDM28fLyrKeTDnS+uxYnXnc2jEDmUqlErYFrlarIXtqa4Dst7VZn219bln8rq4uDAwMYN26dUGv2JTTUqnUIPO6Y2GK59Z/HoDk9qccZLUp3B4uX4Monh7X+2LnWKfzs1nPWKbfeGF6kDdCYWB7ww034MYbb8QNN9wQ5VlesvfMrATF9F0exzjLhjcDfNSRN0rdb+OK9Rnrfbs/BWa4nz39lvVhPch6MwYClD/8rdlz1gH60Wu1rDxt1rYyOGS/hXnDbVGwwr/ZlngzJTQY7oG8GM9iYy4GYjzeejzLE9xkfnA9Va/x1MeXvvSluOiii/Bnf/ZnybKBJsDMPffcg7/5m79Zct7O3XnnnQ0g54VOLEA2QDT6agPCOoHnMJuRZOGo1WrhJXxGpqx5EXhsxx414h6QMUoJYMpJYieCzylq5vuYTx6YSTlEnvB4ZbGS4zYqkGG+qpPI9/G9CmrYudHtYz1nSvtEhdEMtL7okp0FBbOp6ROpvmzGgNo9XAZnZbTNPB74+Z4B0D60zR1OBdIx6ylodYZtiiJnGjkj600dShl1Gxsx5zEmt1mGSO/n3zGgoM/xnsvn9B69l+/zDH8MzKTqF6ub8kB1tIFQe79JpVLB7OxsyK5bZsbACfPL9J622eTZpiD39/c3rMGz//NM3fL6TvuN+RXrfwUZWo6ONQ1S6f+xcek9y6tHjNje2rdmxjyexezLiVIex/n5pLygZjmAxu5TJ5X70II9qftjcu4FTrzjLLI6cdReHW07x/6C2n/vPw/sZBHrMf5mXrFPpTIZ448Cllgmi3mnMuIBJ+Vl7FhtYAzEeCAnD+l9yp/Y9XllMjeYGR4eXnLuVMvGKKlTygPeiAXcE1S71oCNOcg8lYoj993d3WHutEageHoDD0h1vLhueo4pNqh1wMemvfG97Lhq2anBxk6L8pr5qkLK93tgRvnCRt/uiwmhOj71ej28S4gza55i4ucbULVvVpR6Xda0OG6r8drjsbYjxm/uI+s/dWZiTpSn1Hgc2DGD+VMFyBipMeIxobxm42cZWgbIBmZSZ+aJOAABAABJREFURt36n6emsYHynBbPkdR6xWTSvrUunmOrz4yNi1i99DgGZHjcKZgxXsTqZeV6ddXz2m/afwZsLDNjkVReO2LyrsDDnmt1tZcjW529LIdXR0+eU06I9r/HG71fda/2a6yfUsT3ecAmjwPCdWprO/7OHV2vmApYrQStdHlAPsfOG698nBfAAI3j046XA2r4Oh2TqfrEdB7Ldsrp9vRRqq/NPsamPancs43y7L4HbDx/Q3no2Warl8qbZ4djIMZ+exkZD/x4/IrpTpXRGJhJZa6YP3yvlqekPozZAs+v8uqeh3KDmaNHjy45Nzg4GI7HxsbyFvWCIc/JZgMEHO9AG0QWRTLnjafXmLG0CKBFctvajq2bmJubQ19fHxYWFsL8aVXkXI885Dk12kavvSpQKR6x0YuVnfd+FvgYSNRy2eHM8+yUM6fOEz8DOD5lyrZb5r6P8UCnYcWerQLtKQ67zlOEfL/eZ8ceD7gftF+ygAsrHC3D7jUAfyqR14/W9pSjx3xjR9nGC4N0K5edZJN1y9DV68en/aUiVSkZ53tiYy72ifGCHdXYNam6qMxbG/jb2hzLDMTaqGXo7xjQY0fB1u9449sAKtD4BnEvAKD6RKcPa31S/ahOYx7Z9e7z+KXBKM7MqL3LIh0f3jjJcshZx6juj43dlSJvLMf4l+e5nlPWLGXxfbkAh6fRxuRcP3nHg/ZhTPd4Drnqnyxec/01I+ABEw5Ke9kYzdSkQIzXbq4v+yfMO9UtHn+UJ966oRT/vGPum5jO1P5NARkPxMS+85DyiP0wBjp8Pg/lBjPf+973MDU1hf7+/iX/TU5O4nvf+15TD34hkQ0EVsiewPDicABhYasJBW/ZbHOzbdqZHfP6DQM0CwsLoWwemCkFmWUYvTayY+EZDDuvZWY5NSnHwjPOCk5iddH7Um31nAwDBzyFULeVNYeGHRaLvltfqULxeOZ9PCXvKU7mg9Uh5WzyOc/J8q7xnMtYBIZlQZ0gj2LPfyGTjksPvNh/KpOeEQWOv1tFjaKumevq6kKtVkOxWFzS91kOS8wp5vrGMjBeu/LyqRlQo46u1oujqmqgU4Auq54eL/mjoNLk0P6zulnGzfQHy64+0+61j20Ywzoo5jxpO/U4r3OX4gnzRuuvEXwd1169+JzXz83qAU9nnkwg81zTiejFZgBMjCwglcdu87m8YCZl+wBE7aZnI61Mpdg4i32yppnlmV6m7WffxfjZ1nZ85zLmX5Yesv9iWZc8QCaV6UrxknmnxzG+KIjJA2hS/aj/x+5rdvw39Z6Zyy67DB/4wAewc+dODAwMYHJyEnv37sXNN9+ML37xi7kf+kIiZZYNVlsszQ4J39Pe3t6w/sKc3lqthrm5OQBomGevb4cFjnXWwsLCEqfGBrE9X5WMCmDKkeXfWZFaLt8oy4nxrmXyFKYex4RdnxMTEK/t1keperS1tTWAUQMw3FfWFxzR9eZzxwyyF6WNORGeMfH4pn2SJfCpcRJTWOrEef3A/DqVKOYgeYbYo5iTyptMsFPMYKZYLDZkcxVEWT20XnZtqj0xJ8ErP8tR9p6R51zsf6uTRrFTRjgl7zFnTPtQ28o6lQMb3mYv7Dik9KbyXNukzo1OtfP6JjUWVsLJVfuhz489Q9uTZ0yqk8Y6MGss5tVxy6W85ebJvHhgke/zbGXMfqZ0bjOyaOOY+e3dq75G1jiL2W5PFmJZCL4/VjevTnbec7q96WUegGHAEwM1aqc9WeS6az/pNfab1yDb71h25rkAMs1kY2K+p479mN+o/LNn6KZEy6HcYGZwcBBf//rXccMNN+Dtb397eOCWLVvwuc997pR93wzgAxoVIh4kbW3H5vkyUJmfnw+K2hwa29UKOA5cbAqaTk2yctnA8ifPoIhRKjLC5Ak0/5eldLKcoJiC1Dp5gtDMADe+ek6/9zFA471Q0wwwR9bt2EBNjDeewtbfMWMeU/aqMHl8csZJx4SnqDwjwM+MOTxM5sCfiuSNQ8282Hn7j7N8vNW4Xas755lDY4CGMzf6XHUk+VsNitY/5kjkdRqMUnokxbu812umr1lj7DkL+h3T38wXDkYxGGdgyteqg+HpFK0nn9N2q16P6WZPf3rlNUOeU6L9k7I7qls8va6yY7rSm4b5XFNqbGnwSf/Pa5Ni/ACOgxxPpnWqq+oAHv+m87PGgjrlMfJ0D9fdG+N5KGazYm3XbFLK3/DsGL/OgXW0vhoiBWhi/LT6aV24vjq+Y75XbEG/gR0vq5UCMql+8cBGDMioPxDjDfebR56uP5mUG8wAwNDQEP7mb/4mvPF4aGgImzdvPll1O6l08OBB/OiP/ih27NiBHTt2LHEYPUVj/5uw2dqZxcXF4Nza/TxNwbZwNiHg3bRscLJh5WhCzAh6pIYwBWJU0XoDl8v1jlP3MC9TguY5W97/SqxgPaPLDo22mYWW58bbouBKpdIQnW1vbw+70JngGm+9enmGSHngGaCYY6d88gwln+OyPUWt84R5u1y+PzbOsvr9ZNBKvmfmwIED2LVrF3bu3Inrr78+nPfazX1hfa5ZPJVrdnbtOju253jTClKObIzPMaMZm76R5YDloWbL8GQ+JptZ5Xvl8D3qjNtzPD1ou9Hxzoamh43a29vDFGCdQpaS11j7WfbV4U/1fzM89/og5vhpHdjmpACN1wd6XuWGwQzX06sT//e5z30On/vc51bkPTPVahXf+c53sGrVKqxevTqzbStB2k7mmecEx/yPGJ89Z9J0Ul4g45UbAzF6XYpibbJxphk6TzfEyk3ZsxiY8f7jMlL80vpw0DQl+9oWzsx42RkvG6PHVo7WKwvIKN/4nPJCr/fu1efw89lXSvmsKXrwwQfx0EMPrex7ZpgGBwdx2WWX4bHHHsOdd96J7du3Y2BgYDlFPW+0fv16fPrTn244p8aDO0AdBVXA6sTYPR0dHahUKmHqEr9FWyMGmhIF4unomMG2uqdATGzAe4PcM7Cxumg9PZ5yuXZOnbYsRab1UAeflSeXZ+XztD/gmBNarVYxOzuLmZmZsL7JFC5PDeKtRNUR4DYAS4VZ+cj9xeV4fRdrO5MHYGxs5o22xBwory8s0/hc0Eq+Z2bDhg343Oc+F/3f6w8OLvDUJAY07CRXq9UQpGDF7wUyNPLPDo6RJ19azyynOI9DnAVGmnGq7XrP2HvlLNd5TMmHjm+uJ8t/vV5HtVoNsl+vH395stXf3o+iIFSDRvYMr14p+UqBGa/MmC7WdvJ/MTujti31XI88ncTtUQfNc0DVaTNZ2rVrF2688UZcd911yTrkoWKxiHPPPdetfyxD2Oy49PqAp5zx2OTxwvxgxz4m+ymwEXPKU3Kel/LIsk4d8r4V0GTZPW2HAhAd214mhl+iHZuCpnLkjQXT/VlZMbtex7WCFA/UsAzEAlWeruAxpTzLC2TygBivfK/tPPZT/emNq5e+9KW4+OKLV/Y9M7/8y7+MPXv24KabbsJ73/te3H777fjlX/5lvP3tb8dnPvOZFVM2zwfFjCErEw9lmsGzbw/MdHZ2hki/RvVjxsUDCDwwVNnFHOCUg2OkA5W/uR1c55iSySPUqWOvvLyGRPuMhZz5xYJujr4BmXK5jKmpKczMzISpU21tx1/0aZk4dQBUoTCI4rrxNaak9D9PYWnZKVKnxaY8acSZy+TfWeOFyZ5xqlGsXSzvPNYZiKojZkbNe0eAgRp+WSSAAGbs2mq16k5j8sas1dNrT2rcpEgdf48nzTp0zZSR5bRnlenJmuck6jMYNNqmLfYOGuvbYrEYsjPA8Zcpx152y/VPAUNP7vU4i0/aHv2OgRmdZmPtijkwKVnJInXYvKyl2hrL4GRliJ9LWs74V/vN/FT7rvz2QEwWH7LqmLe/eFzGHNQ8pPpKQYwd25hn/yj1rCxnPJWd0ellsWygxxetk67/MmLHPeabeSCGz3vXWNlcptYv1gfLBTJ8rd4Xe476psDxPj8RO5JFucHM1q1b8d3vfjf8/rmf+zl8/etfx2WXXQYAuP3221e+dg7t27cPQ0NDGBkZwde//nVcfvnlGBoawt69e7F//36MjIxg//79eP/735+7zJQxNMpyfjyHw9Za6BvntcNV4GJGxTPMMccn5YyqkfOiGdoOzxlPUaxOqbrE+Jsy7ny/dz3zWttsa53MiTEwUy6XsbCwELbQNRCjKfGYgfb4G+ODp7hjfMsLZPglj/yx8WcZQ+tbzynLmj5j/PvXQsp/VeY6pYBBjwIYW1tVqVTQ1dUVeM8BDV5n19HR0ZCpYcMVi2h54yVl4FKyF9Mtnk5cLrDRMrQeHgjJ+5y89fL0gGZlp6enMTMzEwAMr4kzufG2YPbK5ufaOe987HeeNjN5Tp3Wh/9LgZWTRfZ8ntpnGczOzs7QthhfTwapvuPzel3sv7ykDj3bB3UiVe/HgIUnV7Gx6P1OUUq28vLDe561T/VqoVBomDURK0sdcf7NwSP1rXQWjF7n6UFts/aVZ9f5HNt4XfyvQB9Agx2ITSk7Eb/K45/Hxxj4aXY8eWMx5dMBS/2iPPKWG8ysWrUqHN9zzz1hqpn3/8mkD37wg9i9ezeGhobwgQ98ILy485Zbbgk7qt16663YvXt3w3x4j5ix3qD0HGXvuFA4vi+2DnJzbtihZKdGwQSwdF90rhM/E4h3uidYnqPNgqzrdkyYarVacH5ZwJjyOBIpihlW5XWzpEqelZgBmbm5ueDM2Mfqw+/+0RcfqhLS9uh3SvGlDEMe5aF9aRtQzM3NoVqthvFnRtS2CPbqkgVkjI+n6sJ/IP9Y4mkQHuABGiN09v4Sc86sH/ijDp1lZmJjKiVvMeOWR97sWw0ZP8MDSanyUtQsoGmGmgFBDPrn5+eD/JfLZUxPT2N2djbIfbFYDOXzts6mA/T5WaDRq2OWY5KHVP7ZOYtd6/V1s+NouXW0jLjpENv4BmicCaBO70pQs6DXi7THiEGKjnPtf7YJ3B96bwzMpOof6/fU71R5WeQFIvJML2LQ5n17/LNjdbjVl4plZhjQWB1SPLY+V5ClfRhrQyxYmBfExOTSAwkeKUjxznm/da2n6o08IIZ9N/OR7d6V1C1AE2Bm//794fjjH/84rrnmmob/n6uXZl5zzTW44447Gs7t3bsXQ0ND4fe2bdvw8Y9/PAlmPOVhlIV0U0qBAQzQOC2ho6MjzKU3x9Lu15SnAhx2KNThZIqBGE8xKJBRsKVt8QyenY8BkZShTgmJF7FZjgCokGp7zeG3j2XR7HnWf95bqtn55PbE+oPb4/3P7fTaEfvt9aW2i8cbGxqeNpkCMtoONgCnOmU5wuxU2fXetZqlsWPjqQYNrAzLzLCTzEEKzux5xjJLzqxt+pudep12ZOV5L/RcaUOkQEb1VexZnqxwX+ozgMbdynR66fT0NMrlMqrVKkqlEur1ekO2jWXfMjOxtuhz9Te3zTtuhhQksC5X2+RNQ1xpp8LqZN9s01j3mq4FjoOZQqGwRA5YR60kKUhJyVEegOwd22/P1qltYr1s50z3sA460bqm6pvl2+h/ntzatdYeI8+2xHRaVn09uw4sXTfjgRo9Nh2ofojVxdpl0x+ZPJ+HdSXLnPcN5AMxKT4pkIxRLFieBWQ8/0z5YKS+UEp3p3577cyi3GDmsssuww033ADgGHjYt28fAODRRx/Fbbfdhq1bt+Yt6oRp//79GB8fx7Zt2wAcm3o2MjIS/h8ZGQn1SxFPk9HBxBRzuvk/de54Kg87OOywqrHhZ7AQspHTaU2xQaCGMYbIeUoSR/DZ0bJjjiR4TrkO4DxAhnnHZbDi1mc0o6xVSD0wU6lUwsecfnsGv+jQPubYqOPJbVGnMEswub6eM5RyitQxtT60rJNlZywy0tXV1aD8shSP1qtWq4UMw6lMMYXq9UHK6ePz7Hxw35u88/oli/TxVEDL7LCu8KaPeWDGa5OSGiSWBwUzqgtXGtCknChuS+pZzQAAD8hMT09jYmICk5OTYYpZrVZrWCvD27EzoMnj3On/JyIzMb2geq1SqYQsoNk4DarZmPGcJn1WHtL68HGW3mU7YzzXVxTwM06UdFx7sr1ckGCkdoyP9T8eL+woenXK4+Dm4VMKtMTuT8mo1sE7VjlOTSXynHPPmfbsu/pPWR/NQKTaqJsa8DUxnaxTy1T2FOSo3s+SSeVvDPjp72aBjPLdqxPbvryk4E95uOJg5uqrr8bll1+O/fv3N+wEtH///jDV67mi8fFxbNmyBTt37sTtt9+O0dHRpss4cOAAfvzHfzz8vu6667Bjxw4ASwUw9tH/1Rng6Kzn9Nr95jCzgdTneB2bGuRqADyh50iebktsg9J28OHpVayguS4xxR8DPTGecnme4clStqm2824malTN+NdqtRB57erqQqlUClszK5hhcKlGSfst1U/NtIf5oAqeMzPWNgOpXK7VRcGx1y+e0/ZcARnbktlopbZm3rlzZ/h9ww03YNeuXQB8g6BypjzxgIbyzNZgqYzze2nsY4DGxn+sH5pxQHUMsSHnjCwDN3Z6dXxnOU3emMmqm1d2HkCTRSz/nLUsl8uYnJzE+Pg4JiYmMDs7i2q1GvqI3ytlDjbLvedwKQ88Xad1y+o3jwcq99yXBtQYzBiQsTLUKYuN51j9vDbHbKI6jqyD+T1svFX24uIi9uzZg7/4i78I42+ltmb+9re/HX6vWbMGa9asCe1O2dksUl6pU6mAxaYuKWk2xq7z1mh5YCYvpQCN99ujLJufqmPMj4jVM+U36HiLHXMGRn/H/BCPUoDY6yfNuPA13jQ0bxzGpuzFsiSqI1K884AM+7P6W5+RxS+uvzdWlX8PPfQQHnroofDf5ORktFyjprZm1nUywDGQsxJ06623RkHJ1q1b8Y53vAMAwjdwbMrZzTffjK1bt2J8fLyp561btw6f+MQngpIxhVGv15cYqizhYWEx0oHKDi8rM7vGi/QZsTOTcqRi93n1NKfdc+oNzJjBs2kWnJqNOW2pumUZxZSBbNap8fopBmTs25w6bnNnZ2cAMgZmOCuj2TZ+NrebBTh2nedY5AEOqsg9B9n6jMcj193K4Wihp9zr9ToqlUpUga402ZbMRiu1NfPu3bsB+GM0NsZiDrrXPyr/ut7KHDfPKdVPCsRkOTExZ1plgd+tZM5uLMq2HMcpD6nMePLQbHkq//Pz85idncXU1BTGx8cxNjaG0dFRTE1NBQDJL8jt7u5GqVQKAYzYVBkP4HnntJ18XQocKaDk63js8IuZ7ZUAwPH35bDcs3Ok9Vabw+3M4rmW4enD1HoBu+baa6/Frl27Aoi0mSEnQsViERdeeOGS8zF7pg5YHvJ0Jo9D1q/e//Zclv1CoXG3rzxgppn+yvtbKY/9j9XNuz+rnsqzWHZBfR6WET3WvgAaAUKq/kYpMGL6lEGMghmWRw8Uxfhh12nWz7vOG2dZQEav5e9YvcxuxK5hivmQtiWz8eVTn/pUshxgme+ZORmUZ/exvXv3Niz0B46t1dm5cyfuvffehnM2BS1G9Xp9ifFm4rl/KSDDwICVDTsxVg4LBYOnev342gw1MJ6Sy2PkPUPufbNjz5sUqNOju4BYXTwjm3KsUo66pzg9AfLKiZWhTiI7cLxmxpw5m+LDYKarqyuAGZ5qohEVT+F6/EiBBb0+qyxvTGq5DJi9RcxWH1XgOle9Xq83TEM8lSklOzFAY0YDyGf02VgZrxkIcz1Un1gk1gzDchx7HQccWWPAy/Jv7bYovmZnjA/aziyKOfxa35UCMXxshpqnl01NTeHo0aMYHR3F6Oho2MGsWCyGjKwBGZP7vO+UUV3ggZTlOI2qa1X2dcqwLrBnm+OB5Jid03qk7slTjsmEjTEbZ7oGsRn+NEOxQEXM+U455SmyfopNJ+P/jVjHGJ80eKj2N1Y3r69i9VzuOe85qXqkwE+qbt63OtqeE27/83kNIsXGeqqeOjXK+3jAxZs+rL+5XH22+kF8zuObtt3zEYwndp8HbrjcmK3zyLOj3vUKajw+ZNELBszkoS1btuCmm24Kv++77z7s2rUL27dvx8033xzO79u3L0wbiRF3mjcQYxFRT5jY4ef1JDxI+ZwpbI2+mqOsDo5HvF2y1Y3rpQLNddStCr2XKnrl2j32fI7cWrv4nhjf+TgmkKz4Uw5QipQPOr3BHDgDMcZr3l7XsjHeFDONcKrTkjIefA3zPaXAmC95yJSn7cxkzhqDMgXPvDCd62L97K3zOtUoy6Dq2NPzdux9e89iINnZ2YlisRh4CaChH1hmvehhVv9nOZRsqDR7pxlZc36VB/V6fYlD7/ExRZ6Db7/z9kdesnbrWpnJyUlMTk6iXC5jfn4+ZF27u7vR09OD7u7uhmysFxHXtqTq2czY8fQB65pUGWrLgHjk2O7l8RFz3PJSzDk0AMNOpr2U1HSuAsdmnJk8FCsvBlSyzqdI9bzymP+3czy9TOusfoSCIK1XysHMOreSmffY+MlbP65Lln5jnynmxMfu5/Kz6hyTJQ+sxL49QKPjLWV/2E/VMcNt1N/qG3q+iO6EmPLV2D/LkgtPt/C5LH6k6JQDM/v27cNtt90G4Nj0M9ux7JZbbsGtt96KLVu2AEDmtsyAr2zsOKYUlLnsKHvGINYxNhDNieaoFE858wTZc+5jStMDMrqrBztJLMTqtNsgZx7pdAGN5scMB0eflJ/cJm2rnvPKjyk4jxe8TbYBymKxiO7ubvT29oboLAMZdmxi03A8R9hrn6dQYzzJY9itTuY4m6MAILw3Rx00z/kwJ5Y/Htg91Snl2ABLnUQ7x2PQA6N8j8m0TdUEjskJ7+SkGTILjOj8eR1bWhd1kLxpFybHGthgQ8b6SZ1iffeKZ3RSwENlmtsUc861Pzx9oaTyz+tlpqenww5mlUolyEmpVEJfXx96e3vR09OzBPin5C8FZLjOsf5S3cD3mH5V+8K6mz+6dbTpBNbX3B7Vxx4QycPnWH+wXuI62pizccV61ss8rATl6R/ABwjMBy1HwQr/72VnOMMCIMi8lV0oFBrWymg/63UrwaOYX5F1LkXNAKOUX6PfzEM+lwVgvGOPYn6f1wcsTzx1MgvMeB+vDjxu+DjmC3o6n/nlXeMBmdi31ilLpvRcDKxk8SNFpxSYAeIgZfv27U1vRMBKy1MQfI0RO39ZijZWng1oHmjceay8gKXOktbbKI/zzg4OGzCe9mKKl6fFqNHjiABPp4sNbm2Pntd2WDs9A5/ibUqwPQFmZ9OmmPT09DQ4NBahZSOrzoBXf/0dMwyeUo45fF6fG3FfdHR0hPZYXxnA0Uiz5/SqgTQldyq/W4YppmSBpY4kU8zp5m9VwiZLvF07T7NhObIyVIa5r/jbkxG+Xxe4svyyXmHgxFFxLcf0n11vICCLt3bek+Eso+j1R8qhivHE2mHZWPs2mbEARn9/fwhkeFmZFGmbvP9S/RZrnwFaLVv5aePMMqjWxyb7Or2Uy2FHJ9a2Zh0Mu49thI0dC7ZYe3QbbF1Hs1KUKi/lE6TI0/nqeKoMelPKLNjBvGYdof9x3VTnZFEWUIkBizzlLIe8crxsg33rsY7fFHBpFsDYt+en8XFWFqYZIKP1SvUNn/faqgF3zfzHgEyKbymdncU/YOlUvVhWJq8OOOXAzEqRKU91JlJTCTyn2KJLtqDXlLZGdTwnQA0Yk6f4vGtUgfIg9YAMK1j9WBvseewYsyFlhatAxjPUXD899hwUz8nxeKUCoLzT+1QQzaHs6upCT08PFhcX0dHRgZ6eHgwMDASnxjIz3joZbYP9Tgl9s0aB7zenxsuAqdNsx+wsaGbJe7YCGgAN0/D+tVGe/ov9B6SNuddPNu44K6jPYgPkTSHwgLQHgnhKjyd/nDVincVybTLPGSLeqVEdLX5GHmAT0xdchif7MYrpHm6zyX1vb2+YejkwMIDh4WEMDg6ir68vLPxfjlPNMsv61v5L6clUuzx+MB+tXWybgMapszFwxk6N3c/fMduo/FU+6Piwemmml23nyZpmlqIYYPD0Q4xUz3OfcVbNeO1lXnknQx0r/OxYMK0ZfqV0mf6XR/9njee8ts+rhzdLhY+zvrPqpzzU/o8BFwUqeuxd6+mCmD3OwzeVJQUk3icLyMSCG6rXUrxUQBLjqccL5VUWtcBMDjCjhkkHDTuLsbKARuUTG6zsxOiA0udy9NQ+PG2E14JwJkIHi1cPFUpP0PTaFEDjczqlgftEr40BE+OnGll+ht7HbeY52gZiAAQw09fXh/7+fvT09DTsZqQRzRilHBUdW971KUXBYIPHpgJLG9/6P2cBvGlI/Ix/7ZTlbMccae8+7bOYcjZQaUEGHdss0wxMYs+yb424sfxnGQ0AQQbsGg5gcEaIMzLspDGvsvjK16gDqG3kMemVG+sL7zqTi87OTnR3d4fMjIGZoaEhDAwMBJCTZ3pZjHQMsR1gfRSrqx57fFAdzMEMflcLBzJ4XaaVERt/KUATq5vym9ur2Udtc8oJXAlKlaVAxvs/bz0M8Gs7bYMZBjBaN6uHB2r4utjUMi/wmapnjGIgIAUOvLEcy64s97kpkLJcm8U8i+nH1LbK3rhNjWWvP1N8yMtDD6x4fqSCHQ/IeHzm56gOSclGTG8zH5vhjUenLZh55pln8DM/8zN485vfjDe/+c3u4FOGWoepQVejG+scVYaeQWHQob95cLJDyvfywl7NyFgdzJjpdIOYI8bPSA1wJa+tCqpihlmBCDtpzGMvOszP0Xra9fb+GOvLhYUFFAqF4OTYNLMsIJNX0DynhccFR+08HnpjxasL84J3C1Llq+XbmFKe23+prcOfC7L3zazEe2aefvpp7NixA7t27UpuFBLrM3XGvfEQU8w8ZnWHQHUojXSalwdOFPhwMIP1RSzqHdNjXC47DOyk8ifPGFG+enwG4g6v8jfLsDPvOzo6wrqYarUa3u9VLBbR19eHoaGhsFbmRICMtk3LULuQ1wlTJ8TK0jYCjVlB63fW+VaO9af2pWbjVN/mcTSa1ZWeI3nHHXfgjjvuWJH3zFQqFdx///1Yt24d1q1b59bVG2NePZUUuKqttHMMaKzPUmtjdAxz3bQuhUJhSeAjRSkwkgUWUnK3EscxmcgLrJRiejp2rcqol31Rn1ED2uoLqj6JZbS1/awjdHx5/FE9oT6UzuDhZ+bx9bS+MRnxfEprj45hlbe2tjb88z//M+6///6Vf8/MvyZav349/uRP/iT81kHnKbGYgmIl5JXFBsD+528jBTI8AO16+83lM5DhrYf1rd68sxXXK5bSZ4On9VEHOcU3pjzOoRc18DJMVn92xPk5nEblNttUDFP6FsEsFArhvTK88D/vnPk8AI/b7SlMdfK8Y36eXq9l6f9edpCdXeabHeuaiOeD7H0zK/GemY0bN+LOO+9s6h7lWUyG1bG0Y5ZVDoTodDB1UhVUMpBRg6LBDAMzwHHZNz2k08S4/lwHjv6qI6NGr1l+euCJy9ZjIwbjCupTBritrS3Id19fH4Bjzq0t/C+VSiEb2+xambxt5TpzdlRlX8njt+dEMG8UzDCQ1XI9XW+6l+81XalRaq2rtZvbz+eUN3o9f1vQgV90u1wqlUq47LLLkg6aOlhA9gYIfMzywruO8ng3QGPXmW23Z3n2AUADUPHqtpxxGgMQHo9Uvjx58855wCTvvVqPVFmAzwPVxdxPxnsF6fbRsc6zG2Ighv9jWY9lNu3Y0//WZk+elAceKFGA4s1aiX1i/E6NOZWV2HhO+Y927tJLL8W2bdvwyU9+ckkdlE5bMMMDzH57yoMHjodw2Ziq4cjK9Nixlc3lKEDhyBhHcdjh0XdHqDPD3yaAvCbGc5K03RYhUDDjASJ1VjxeqyHlZwKNbyr3skxWN804eIJp99hiWAYw9r8tnO/q6lri0HgUa6N3Hbef+Wf18rIz3nNjz9Ixq4bB61/jofWhEfP5+c7KvNBI+4/P27f3UT3CEW+NknmGiYGFpz9063GTfxvjrPPU8GpbWGZ4jZxRSl+cCE+Z2PDab7vO0zV6b0z2i8Vi4Pv8/HzDluW86D+mC5fTXm6f6j6vPO0LbSO3TfUT2xzPJsX0pJXBAFt1vE3JZUfdiy577fDaGuOlJ1crRSqP+hzP0eT7surjOaPAcdBq59WO20dBjfdsHj/NZGLy1JuP8wCO2BSorO+8wCl1jUde//GUPf0PaNRnfKzAJe+Hy0mBU6/urPu53TE/w/NPAX9rat0EQO2NXp+XPFsYG7t5sjJeX2TRaQtmgHQkxogFjztey1HnPjaQ9Tk6QD0gwwuFYw4IX28vNtRF2+ys6mCJOTVcJwYPLGAxYfYceHZI1KioY6LgkdcYWHvs/5jDrQrUjLIBGAOH7Ljbrj8eiNE6xhSMVwctR52ZVGYmq8xYGbFjfS4v9ubreR3F6Uapfk05F6mPlcuy4Dkzmqlhp17rYGXWarUlQMYiwJzFtHtjQQiuI+sJ1iUmKyeyUJt5lgIj2na73jOKqjtUV3myzy+SVSCjQGolyBs7/K3t1Ps8cOc9wxtfHgjkj+lCtTvA8a3deYv61FTlVJtj7T3ZFBsvqXrlGd+xDLYBGP1tz+asnKcHuA5cN2/MNMu/LDuxHLCi98QASR6wFPvNFBtDnr/FvkLsev4wkIllY+w/9YM8nypLRmJtjek09Y/4mANgClz4mli5eYGMJ9MxfZPicdY9eei09VSMaXqOv4HjEU82qiywqgy9jk1lZux3bIDy3HcjD9AwAPIyR0qeoY8NIE9ZcbncxlgWg4FV1gD1jC3zgvnPkW2vTE/ZmQIyp4XHgTpoyivlp/c7L6kzFzNMXI8sUqPAY5bHI5dr5wy86FSG58LJOBWJ+QY0ZldVjlLynpI5Lyupz7frGcwo8Fdd5cks6xJtjzcFztNDsXYsZwzFAA23WaPXsfFv9xmYKRQKDRkGL0utbWAZXS644Tp6zhZfx9cr773nZzl92u/aNtOhPJY4gJd6uTKPJa8NXAf9X49PNnmyGHu+l/WK6cQYqPQADZfBGdeYr+At9o/5L3mI65pnCpj37QGWmK/gfcdAkh7HKDZ+YlnjmOx6WRkPyCig8bI2WXpRfRslL1sV61flsepLll0FLgp+PBDj6aMsSmVd+H/lTxbP8tBpC2aAOKrXTlVj7gmy55R6narPVfDCgMRbyGv3s0CpMWQny+rjLfrUT8wBy3KmswYdC48qYK8v9DkKZjhLZZFnfbkfl+sZb+OJkvFV683AKeawZZGneLieKUDj/faezWXH1hlZPzCo4X6JAbfThVLGOcWPlBLP4qNn6BicWKZVxy/3owIWA/mekeDnenU3YuOjPGDZ0vHTjKOtz/QACUcSuU3qGHrP9ECYBTJYFlju2blng6uAguveDHDT+7Nkn+vOAZzYtTHHOnaszgSAMP6M97E1BVqmnvPGQ165OBnE8uLVIQbI8ujjGCmgMVLexKZDxXyH5dTFsxmp7zygxZM1zzFOgRy9J0Up/rCtY9mNkY5lBTJ5gI33iclKStd5cp2y8eqTqp/q+XqaoYkBmZR+8niov2M84L7zeLNcQNMCM/9/YkeAB1OqEzVCxcYu9hwdyOqo6zSR1K5kvG1mVmSMjbXN1bU3kNs19vGAGV+T1bYYGOH/2Zin+OXxR6eF6Q492h5WLiygnpLznq0Kwq6LObh5wU2K8ji/Hh8ZyHgRfeOVlcF9ys5cbNvPf+3UTN/FnDf7bsZh8/SCjflqtYpqtdqQlTSHXF9q6xkMlpEYqInVRWVaHfZYWcrHZsYS6yHPUNt/seCCkmYnmTd2Tvmv79JKAfyYc5hHhpv5T6P7Vi/WAerIaFneuOQAB//PY5B1gupUrR/3n6d3vTameLES+pSfo/rOu0aPm5FlwAcaDGh43HljsJmF/s3IVmysWv30XAyE8LHnBMfATRaQitVT26gOv317O47yTo12r+crma5k/0ozMQpmvOlnGhxJ6Vtuf6HQ+C6ilI+kPFVdyYDFO+YPjzXtuyx/UL+1nSpvzCO+PnYuS7cznfZghgeAAhNDyaqIPUHl36rIvE5hA60L96vValj3wqCGjSnXSQeIARwvUgscE4D5+fkljr0auiwj6B17Sknr7QmGRyqcxhOruykTmxqlmRZWSna9UswR46isAhq7xqtvFun40LqoIkmVo89Ux0+nKPH1PF7st1He6NipTMtxkFTu8ih3/S9Ll/BYr1arqFQq4duCD4VCoWF7dcB/gZ6NWe9t6jrGvXZ5su2dj5GWmecerwzmC2dlvQCOV1d1uDyZ97I+fK0GqvLqrzznYuVov6jh1zalxrQ+Q3ngRZbZUWPgyO3wHCkPZPF9zfT/ySCvfkp55VopJt8sk1YH+191iX7bf7GF/nn5mRofak9OBLioL5UCQlqvlO3xwId+FhYWGoI7bW1tDYGJmG5W2fIyMXnAjAIarbvnA9p51Vkeqbwp301PGi9Zr+m0M742q1+07rH+8XzImH+pARGvHzxdHaPTFswcPHgQN954I3bs2IFrr70WgI/+2REHViZKxMaZHRdz1C0Ky2BGp5jYtzqn7NCzsKjB4cGrg8ccfx2AyiNPIagD4wGwPPzhOjOvjE9Wpr1Lxb61D3Vhe8xxiylWBrT8YUXlCX3WuFGFlOJDijd6nfazghl2hLSOAJasz3qh0Ml4z8wNN9yQfM9MjFJAho89JezJAfcVBzSq1Srm5ubCt70LycYej3kzqvxuIftoVobHR8z4xNqVx7B4RjGms/KUxbzRjEnM4HkgRAGV/dZpbFau1dvkxZPrEyVvLMWu4XbZsVEe8BAbj1wuO262KUKhcHzdBztvynfmp6f39Pl5+fjZz34Wn/vc5/D0009nXptFc3Nz+Kd/+ids3LgRGzduXCKPKR7xcUxGmDy7x6AmBmg8+Ug9r1mfRO1F6vtEwEvsWq8uWW1gMMdAxXOAbUqklavjlO9jvaiARTMy3pSzWGaGv7nOKhcalPBIeWgfb320TotP/a99HPMnsnSTZ0MUqHhAj++NTWH9xje+gX379mFiYiLJI+A0BjPr1q3D//pf/6vBOQCOp9ZZCDxjwoZSr00ZfXU0LepaqVSC42Lz43mKUMwB4LpwBFafZ2VZhkenrHEkwbI6OuA0YqnOuiovdhBiTn2KP1wGAz+bx211UcGJPUP7OvZs77f3nzpKXp8vB8Tovd53qoyYIWFnTOtWKBResEAGWPn3zOzZsyfzulQfeXKYdWxlcj+os24gxvTB3NxcyM4YmDE5Z/n1plpyv+uUIAUyNp5Z1rUNWY5nbLxyu2N80XLUaOu6IW53DMx4kT/7tjJYz+j0VXOgjNeeDjgRUOM5sCl+2DF/53mG52zErjWeWbabQZzxRTN9Mb2n7dI65+FdvV4P75nZsWNHrjanqLu7G1dccUWm3lbKO3aNPICiNpOdWAU2dmzPWw7vtD6x3zHgot8KSGJONp+LrcNoZjzr2GXZ9fSU3utN91K/R6fqK4DR6ey2UUgKzKhsxPrMAzTK7xQ4Yf9I11vrMes6IP5y8Zi/yW3x2qd9xbxmYOP954HTl73sZbj88stx++23u/VgOm3BDLA0LaYOPpOCGVY+Rp5i9wwgTyWpVCqYmZnB7OwsZmdnw3QSrguABpASiwCwoVHHhRfPe84CT2VTIKMp0xR/mEzQUsbOymNeqXDyx+pr7fCyDKz8OdrK13j1yXIQvL6NfWs9+Bmq8FPl6YcVEtdLHVM+z8pcndpY3f61U5aytv/UofB4rPd4x/ps7k9z1BnAmC7gAIdFHHVrUc/B5Od4bWKHhLc45+yNGpZUu2Jjt1lS3rBu0kAGOx0e79VJUWPLOoL1C+vcmLFfadJxpbxQpyamO7x+8vrQe759bDxZmZoBtP/NoYuBxhOlk8nzZuuYcupi5AGZ2P2x6DwHzPI+V+vAFHuOJ7d8zJH8LPvEZXo2j+uRp4/VCbZjK4d9sVh56svEjnm78diH9YpuwsLBlVTgVPnunfP6wgM3DFpYb/L/7DsokEllhmL+kpL6i6xvmCcef9TOeJ88dNqCGWYUZw/U2HkOME9BUAfWSAcfO9MKZmZnZzE9PY1yuRymk1h5ZjSsTjpQPCE0I2OkAs/ts3MLCwvhWt5RRR0Gc34UpLBQMu+YlFfe/yaAuhFCKmWqzrtXp5hB0HqwQ6fKziP7z1MICrSygI3HJ3XqWDkZHz2lGlMYnmNXq9WW7JZ1ulAeUGOk4Mb7P8+z+DdnZEwXzMzMBFDDQEbHCve9F8jwnA0eU6rf2DHVcx4PvLblATNcP3Xi1WDr1DvjBetGzjIxCON6K+BRJ9H6gu/35PZkU5Ze9Lbo9sqIAdI8gMbGlN3P9tGbYpNVrjr1eShmO06UzKHSYOFyyzKK2Qe1dTH5iZWdNQUpL6VssfedmjqmvxmYeNd5ZXl18ojHDfsl7NNYkCcLyPAxj1sPmDQDZjwnPSUTKT/I46/qRA/Q8HkOSnvvlvHKjBHbAj6XAh3MgxhfPPDH1+QBgkqnLZhhkMEGznPEVRErEEgJsDdgecG/zYcvl8sol8uYnZ3F/Px8MNZdXV0Ng8JLjcYEkxWiChavo2BlxPPyrRyO0ln7ebBxO5Uneo0de/3BAmgODG+EoA6dp6AYdHFWRq81I62CqECGealOTjNGXNvpffLww8YNt82cOp1mqEDGzml2xso+3YAMU17HJuWMaBlZ41z7lqebzs3NNayZs2fzWFfZ13MxQ6jndWyofmHdw3LktTMPmGFe6b3ME94UxabaGeg2h8YDLvoc7juVYW2v1cubPnIijq/yJquubEM4M+1t0+85UDFHIzYmmUesR5XP/H9evnhjJlWHPOeXSzpeNJOQt4wUxfSApzv4P+/8iVIKFDJw8f5L+TgxABMDL57992y5kjeGvffysD7x+KzlaKCSx7W36D8rM6MyqHLh9WfMlnh6OwVivOwMZ5pTQeBUYCSvvktlZTw95PE9pq+a0bunLZgxShlCNgApQGPXAEs3DVAnwzPY5rCbI7OwsBDqpFkZdTRSAyAlVIVCIQx44DjAMkoBGVYkrNTYUdBoqV0TA3/20Wkl5sBwhsZTVKx8rH5sqNQx4f71eBNb9OddnxoP/DvLufSu513czNllh84Ab1dX1xKecH954JOzYKcTkGH51PMrAWjyPFv1AO9aZutkOBvHxlOn93h6gZ/HcsABDC/bo4bc5N90FzsPqbZn/e+d97KyHNCwsW/6saurKzptwcgzovxM7o9CoXGhuzd1bzmAJsaX1DEDGeUHy6v2lwYqvPJTdVRecmTWcwQ9exhz3JqlmHN9omRtqtePT7E0ajYTkpWR0XMxWmn9q+Vpu2IgJ2aXU9PH1ClO2XeuS6rNClZiwJyfnwJEXJYX/OWX5WYBmhiYyeN3eb5UTF5jPGYA402/V1CjGV07r3XyxitnvfT/lL9pfIwBR+3blC/r1c2j0xbMFArHtzeN/c+dzJ2Zcjx19yg1NACWDERFzlwHNawaMfQMuOesmQJncGT/67oUu57fBm914VSvB0yUb8yvmBPvGW/e1Y3fs6HrZZRXPMWOFbCCQa6Xgi67RueFp6IE7e3tS6ZpqQFWEMF97yl2u8ayd7Ozs2HqkTldnZ2dDeUUi8UlTmeM1wyuT0dKAZpmnItmr/WiaiobwHFHiXVIZ2fnkixczJjEwBk7Ezx27Fn2vM7OzganzyivY5oCL16Qwwvy6HoiA/JWh66urrDjludgq65M8YYdd10XkpL9vDxQ58FzcFhOObBjOtD0oPUXj4XOzs7MMZFyGFgfek668livYb7mlQnth5iTvVIUA2BGqelKzyUtpw6eHs8DoFJAZqVATArAxPSwtSkG0I08Z9gL+mrQxwMovLCfp5B5gU1Pr6SAjLbP42UsC+Mt5tf/de2zAhnNzGifMz89HvNxSpewT6rnPaCTpZdiAQOl0xbMHDx4EG95y1tw/fXX4/rrr2/4zwMyRp6we1OBeP61OSCaNVDAY1thmtAUi0UUi8VgsNlYaZaBnQGua8zh13tqtVqou9XJoh0qDJ6S42NVToVCYYnweeUxH3WranZsmG/cLlZG7MjzNSwsVk/PifQUWExBxRRtTKmr8mGAps/gdVUzMzOYmZlBpVIJEZOurq4lYMh2YOKxxkqMnbW8iuL5ppXcmvnAgQO4/vrrccMNN+CGG26IGtIYpZxS714v0KBjk2XTnHMu24IvloljPRFztk0GNFOjOsPkCmgE8l79vd9Z57kd+ltlw5tiOj8/H6beGdCxenqZFK6HJ8MemOHgDDsweXbuympvnvGSAnaasbNgBtsWC2rYuGB9Z32jjp7neHE/elmZZp02LjP2PA/c8vfnPvc53HHHHThw4EAu3qdoZmYGX/7yl7Fp0yacddZZoW6qz08moFkpoNJsmc2MyRiI0Ws8OdZrY8E6rz7NOtLqA5jsKtjIA1I8m6/3KSBSPywLLHu88sCLBSxiQEZ9B74+BmS8bIzaLE838n+qBz2AomBF9U3eYAsAfP3rX8e+ffswPj6+pD5Kpy2Y2bBhAz7zmc9E/1dnwo5jSJojiDwVoK2tDQsLC8EJsQinKQszmMVisSGl19bWhmKxiFKpFAANC6IaK3ZM7NgzwjzYbNDz/fax+1KZlJghU4cpxTfvnAIbBYps/OyYFQ5n3FRQFczw84xSCitlkGPHXvt1+ojOg7d7PTDDmRmrt/WVARkbJ/ZMVmptbW3o7u6OvpvnhUgruTXzhg0bcMcddyyr3TFj4BlywE+Te6CHgUyxWERnZ+eS/zljolH4GLFxMjnRzIzuEsY6KDX2Y04p/6ft9IIgnsx7a2YMzNgUS8uGaiaV6+BFaLkudo2CS0/+s3it7bLjGHhJ/VZQxzqAAzqdnZ1hmqk5NxzQUUcrpde8sRNzXFL3eA6cXh/Tnx7A27lzJ3bu3Ikbbrghzfgc1NPTg9e+9rUNelPBVBYtF+hk3bcSgCV2fV4gw/WI6TgFJzEd6GVjtA2ezYvJmAYfUuBczyuQ0a2VY0BGQYwHlGJ60dP5ygvdaUwzKAxWNACqgMY7p0DGky/tkzw6LgbeFFxqX+X9GL3iFa/AK1/5SvzhH/5hZp1OWzCzHPIccS+ayLvumFDYmobOzs5gPDkDY9fadXbMUVg2TGqETHFYfbxUqGZpPOTMpANWB5qniLIUl6eQY8bPSLMZpvA402Bt4akhWja3x+pizh3XTSM8sfbrsZYVA8TcHt7gQPlpSowjsvap149NGZyfn0dHR0fI1ljUWgEbTyHs6elBf39/1CH5107quCrfU/fpt2eEYgDaK1/1gxladWy4DBvjpku0r722aJuz2tqs0273ZMl3jIeeXvWMun1YlnlKGGe1WC+oobVvLot1iecMxZyUFG9SgCUWJGKQqUDGtuy2fuZMnX1zhkqDX8wrddS4H/k45XAo7zybkIdSIM/KWy6IYLK6G2DXsZT1vJSzvZz6xQBMM2XllTn9HQMxds4bu6lsTOw671lefVI6xwMKnn/irWXRNYY29vm8gpnYFs2eT5XyCzyK6QEvE+NlZjjIm8rWKJDRvmuG9zFfUHWs6pxUhiYFYlRX56EWmMlJLKRZcxbNCBlAAbBEwOwcr2Gx6Jr95qkkakDVwNbr9TBVxEgFWw0XOwKWPbI2etMsrAzPqDOPvPN6PQ9eA3d2LYMJ5ZnVT7MSXjs9I6V19UBHHieI2+G1yXNm+DePGd21iq/lKXfejm52TaFQCN+ek21TUEZGRtDT0xN2yTtdyQO5zTgqnhPOa+W4bM/osQybDrBjztJ5zo7KJpdpjnAMsHhAy+qnznwWEIvxJnWd5wh5mVrP0eIxbRnuLDDD7dQ22LkU+MzLA+VFyjlXh09l1YIS3ruHyuVyWDdUq9UCmNEpiMwXBjYMnD0wmuJdDMjYsQcEvPJiPIv1/0oBGSO2NwxqYvXjesZsG9+bBS6MVLbztDFP2anfKQBj5/OCE++TBWJibdSxw76BkTcmUw5yKvOSBVzY+c4CMlxHJR27MSDozUyJARTzAxTc8LlUcMgbF7G6a9vUb/OO1WfS/zwApOe1v/NQC8zkJB1wumjXi8p6RsuOrSNt+phFY025aDbFU/TcyRzR04yFCSIvHlaQZQauvb29IaNkU1pic8dTBtH7nzMmJugMKrz7TVj1P1UoqoC4vFjUKQVmsoy3jg8l75n6mwGNOsM2zqrVasN/xkOeSmaZHd3CmRXbhg0bcMYZZ6BUKp32QEb7PQVoUkbcAzM6juw3K2k2AjzlwdY+qIPH9WBDzfVOPVtlTcuxuthHZT4GyFI8jjmhWQbVk+fOzs6wZT1ns3Rbcqsvl+Udcx312VkgKE97PIeQj1VfewEx273QQEy5XMb09HSDw9Le3o5qtRrabTwxvW/gxnhoQQzW/6qTvf7QY/4+EaCRcu64TisFaLhPuV8M1ADH9XYWsNFr9Fyqvmobsp6TujYPeNHjGIjxjr0AGh9nAZ5UPYxSvNb/Yk6wF8zU9WPqL3ggJgZsuNw8YCYGVmN+YRaIiWVhGMikMjLsXyrFdKZ3jepH5S33hwde1JakslvNAJoWmMlBKrQ6GD3ngNPXXscxWuVpJWxQWCny4DXi8nkAsxNr5dv8ctuhiCN2Zvza2trCM0yQefqCDk7mD5Mqc1XybDz5Y+3Q8ll4jT+qdGKpX1U2HohKtSEmZHrM5aihzCIbS7x2hpUPZ200q2a/DfRUq9Xw0kXL6BQKBQwMDGDVqlUolUrJSNLpQiq3+l/sHr43BmjYAVPHyXOULVJsesMzdjpeeZwDS0GPjlPPaWcgxQEQk3sPJHB7UmAl5XwqyOL62P2WJa7Xj2WcS6VS4C9wTKd1d3ejWCwu2d1NjW4WxXgVM6Qx8KLfWQ6g6mxdI2RAxsDM9PQ0ZmZmGvSFZdWtfNPTxqNSqYRSqRRAsp3v7OxMjhmPF3kdjCyd6vFQo8gqn3n7Mg9xZib2P7DUGc1qr9o9Hef8TJ1ZsFyglgfsKOXNCK0UeFR9EAPMOsY8v0nBhTf7hNe82DdnYGJTyKx8PedlYlJjMhU4jWXzvaljvF44tmYmlqXR59lxjDjbneqbGFAxXrBP4gEYD4gyZfE2RS0wcwLEzrk5I7yo2gaP5wx4kU4u08iAjB1r1EgHoA1sfqN7tVoNgIkdLU8JsNPlTd/QQegZHq678ksVNxs+ywixQ2LPYEfG1oVw9JiFi5/FytTOq4HxDLnXH3mATAogab24vuygeApPX5TJZXG/z83NYWZmBlNTU8Hx6e3txVlnnYW1a9euqFNwKpMHNlO8iTmrXmCDwTnfw89Rudd7rUzNAKuDx+OZ71PyjIid4/qx3HuBArtG5VbbmcVbz4h5jlm9XkdnZydKpRKA446CghmtKz8nBaq831nOurYxBVy86zwwY2st7WPbsPPGH7ZmxspSJ8aCVVZv3rbdsrEGYrw+U17EPs3wgvkYsxExZ0/rspKkupwdbvv2sjV6v9oO/p06BvIBGk8+m/ntET/Xa3+qLG0Dn+OgCJ/3KCV7MT8pBmQUtJhvwP6L99FgqAZE9JkekFEd6gGZWNaFjz1Q4oEUBjYpIMP2gu1TVj94/cHntJ9iIMUDO1mfvGMlRi0wk5M8R0CdV/6P39HCoEEFwxsIRuooGHq2Bf5WhpFlNdhA8jmuG9fZytLtWNmx4e2cPUOQFSGKgQy7Vo2JlsUOoq0J6OrqCjs/6fSSlDO1HMOY14grL2IKxFMEdr2XXp6dnW24zquP3WvZmdnZWWzYsAHbtm3Dxo0bUSwWW2AGx2XJk7csQON9mDxDp33t9WMKkHhTUmIyos6gtcnqoRFHTy7VWVD9pI4PZ1Q9PZCSPdYfdq0+z9rDTpjtAGnTdNXJWI68p2RLyZN7/s3X6DFfZw6IvUtKF/vbx9bNzM/PR8dPrVYL6ybNebGsOjvNMeesmfbHeBCTCys3xgfP6eP7srIpeUnHcB7nH8ASO8vlcVu4P7js2PHJBjSx4yzy6ugBGGurneP2qK7KclhTAZfYmhUFIqnMi2ZyYmtl9DslKzFSEKFjW7MyXmBCd3XkbI35dh6Q4enO1hdZIDN1LtY3yotUViZ1r9rL5foopy2YOXDgAG688Ub3PTMxYgEDGg2XCbENfs4kAI2L8VVYPScHQIODYECGFaYXJeDIpA1sq7s3XcUUhWfQ1PDZeaOYYoyd9xwn5mPMCPJ5A3OFQqFhTY+3fiBlpNmg5WmDXquOSlYb+LnMV1Wk+gwur1qtLnkHiTqrfP/atWtx6aWX4pxzzmm471SklXzPzMGDB/GjP/qj4V0zMYeEz3n9rfewblBgoKBAswdcrjfWVMl7Y9EDwkZWDzvmc2p4UkEWdnLYYKuj5B2r/KvTHwM1do6n49qaGQYzzHuPT1qvrGu1vV67PLn3wIz3m50aAzMzMzNhfYxNFzUQYw4MR5A9vWegpq2trWHTEK+fPZ3Px1nOhbZfM/VcVkq/eU6f0Z//+Z/jf//v/42DBw9G65GXyuUy9u7di61bt2Lz5s1JGxAjG2dZ2Zq84EYzJR7pODxRimVnUsexumgbObhh52Nt4vrEHF+dBubZTQ+06DtissBODMjEdCHrcKBxS+vY2I4BFw+8eACGMzK8nMB7L41XF+4nzwdSWfCARywIxv3lnfd0Skz27Py9996Le++9t/WemRRlvWcmZpC4Q3WAmBDz3PfYvakMDV8PHHc6dFB6xoHXu6gDo85ULGKs6DoPfzwjxee9wR8jfa69c4P5AByf+61bMccyV1pPPpcyFN5/ngPqARmPP+zkmnK1KSEcVeGyONPn8apQKAQHr7+/H2vWrMGGDRtw7rnnNrx741SllXzPzLp16/CpT30qyIb2UawPY31t44ejxzz+YhE+fqZHnhGJjUWvzqyDGHBwvVP1U2DmkQItz6nXsa/lKd/ZKeIylb9eEMPrF35GTP5j5AEZbxzofynS+8xBsalm+oJMfmcZb3zQ1tYWFvTbvcDxl+bqC5f5E3PSYn3tnVOHjZ02HWPA8be5e/xUXjO9+c1vxo4dO/DWt741ydc81NfXhx/6oR9a4mjm1Y98bQrUxIBMDNwwAMgDWjxAEfudBU5i5Xr1S4EYPuZ+jk175XJUz9n5PEAmlpUxHZE3U5MCMhws4fqn9KLKh2ZiYqCG/QADMBbIiK2dUSDjgRmVP62/6koPtPAx64/lZmWYn975l7/85Xj5y1+OP/iDP3D5zHTagpkU5TVagO+saxlMPBA8UKH36//szOvAqNfrDc6xGUoADVkMb5ciT2htkJogcBvUsbZ6qyNuys0EyTMcsd86wE1xWV1YkVn7LWvDgqtKMkUpA6tKPmYY8pwz3npAxtrGaWNzXGwNBdC4Ra+1sVarYdWqVTjnnHPQ29vb4Oy1qJFsnHpGma8BGsd1LMPpKWeW22YcRq4Ly3fsPi3XA9fcXq5XbDqZGjCuV5ZzpM/2ZDzG61i5HE0uFApLghjcP7F6e7zLIk8nLBfIcJkMAsxh4feUWbTV2looFML6IdPjlnHld1VZOcViMawr4neWxTZ18ByWGIiJtUEBApfngfEsIGP3riSpnOqUzDyUBWpiQCZlQ7IATTMARn97x9z2PNd79c6SL+aP8sYba+oos7PsAQ8PqPAaGrveWyeTAjce2Ne2xGRDdZECfZOV2IJ/Dm4wQOHfnLUxH0HlUG0XgOAf5Q3yKrHO8HSHZ+eybIsG5ZdLpy2YiSlPVq7ePEcemEaxTopRrJP1mhho8Z5rQmsgBmhU1Gb4eGey2MC0sgE/qhKLwHmOk/1nhkzPp/ij19oUM3XKvLpaGQZqOEOlTqPWOeaoeMbeK4d/Wx1i7TWly/PaDciogtJd6lhJt7W1oVgsoqenB6tXr0ZfX19oc4uWUgqk6nUKYnQ+suoCL1CRAgix+jCl9Ao79PxMz0mLOQypemo9lD+evKZ47LVff7PcsLzrlCngeNaJecBtzHqWR17dPeCScsaznGN2NqxdHKywPmHnrFQqLcm4FAqFMC2lVqsFMGTAp1gsNtwTA7B5eJMCMppVZv6z/rdnKM9iMrISjo4+h0nByHJAjY07Lsee5ZUXAwReGapfVpL0eSzLXH+g8Z08qlO4z7W9Xv29b/WJNIiroEYBSmwDgBRg8fygmD5U4nZpsIs/qcwLAxeeaqZTz7zMjG4WxP6CZ5uyyLMRxnMvsKzHse+Uf5wFDpuhFzyYGR8fx9DQUPi9d+9e7N+/HyMjI9i/fz/e//73J883Qx6Qie0ywY4nd7hmA2JAJctpiBlN/k8NkAm4KRNTPnbML1UzA5nlXMQUu4IZ/Y8/MUcijwFlgUlN4fOmZpkB5cxFqr5cjgfYmM9e/2UBI+Ypl2V9oxmnmFK08liht7W1oaenB6VSCV1dXbmyUKcr5TFO/NuLrKUCGkD8XQgxI+/Ju+fsxeSR+9sbhxzFTEXKUjorr2H0ggCxeqcMGDvCDMzZUPNxKsOc53mx/uA2eee9+/VZqfvYaejq6sL8/HzQW6bzTM55q2XT4wAabJNNTbPglm2W4GXlU32fkhMPyCiYYf7HZEt5xfqe/1up6C0/S8nLjPDYzRrLgA9I2D7kaQOXweXYf3na4pHXD3aOZ3wYD7TNdszleNkor56xOtsxR/St7ZyJKRQKDZmW1BoY3oI5dk9WFibmE2mbub2xDIyXfdF1MeZreutlFMhw4IJ9An6mV7/UGLDvPPbL+kgBYBaAifE1awx7ttCjFyyY2b17N+69917s3bsX9913Xzh/yy234Itf/CIA4NZbb8Xu3btx/fXXR8+nSKMi9m0fDx3ryw3ZGeUUp4dmgaWRSVbSaixTzqyRF4W08wpsNHoRcy7s/5SisjpwVJg/Ci48QJACOnzMz7JMCysOVSRqdOyemFBovTXSoYpclV+qD1NOkPLRHBPrA4+nDKStTzs7OxuclZUy+qcLxRRlakxoVtLGgzpxMXDgPd8DwDpuUkbAA+/sUGUZ7yxDnnKGPD56gMbjdYo3rCusL7gs6w9tFztnWY5wXhCjfZKHUmVz203+TZbb2o6vhzEZt90bDcyYPgcaNxOwKWc8LnmjlCyHw+qVAjKebPAUF26f9lnM7hgfmEcpp3I5lFUeAxFP5pjygBrPhuYFNVonq5f3LH0G/9b/WR69a72Mp/af8kbBjZ7nZ2iQgW2o9+2tZ4llXXTrZc7S6P0a9EjpxCz+e7KgYMYDMlkfBjqakUkBmbw6SuXOAy127AVBWLd696X4qffyN/M2L71gwcz111+Pbdu2Ye/eveHc3r17G7I027Ztw8c//nEMDQ255/PsUqbMUnRtxsFeQmgfu0YzHhwNM4ECsMSIAEsFXg1oDN3HlJcqAFY+auizHAjljTotXK4aeHY0PMWp96jCjAEcVpjsrHnAQ42SOiIKPlL89hxXVqD2PAV8Xp9yG7y6cz8yL7w+YaV+qu9W9lyTOhbMa+4j1gM6x1lly8aDjU1vzHkOf55PrP52rA6G1sGMkc5pboaadeK13VnOnPe/ZyC9ZzCg4SwO88GTT/3NZbJe4GOtc8rx98rWaSDWNybHANDV1RXaZHbFpovpuhdrv30s4MZ15EBbrL5ZY0L54TlvHmDJKlf/M/sQ+/9EiTMwWdcAfiCBydMhXA4Qz2BoGVnEIN1ouQDHAzasM/Jka1RnZrVB5dqOvSi/6iwbv5xlZtDirYvJs3MZO+rqgKeI5dqTidTifg2UZwGdWEaG5Y5nbaT6I+ZfeQAm9lv7K0+QJAZYVopesGDGo3379mFkZCT8HhkZwb59+6LnmyUdnAxm5ufnG7bKtIGjkfFisRjezGwAB0hHaT0jwefUkTIlwmBCBZCjOXmfb6SG1uNRjH9cZ53/bfUwQ6sGT895xPVX54ABgTp2Xl1jZaii4UwcgxmOAlkbY4DGM/7e1EVVRPw8TznkVbwtOk4pObBvT/4sO6tjwsZACkx4lBfIaBme3Bhp1MzGFBseLyIWqx87OsqnWB30Gq+clPOm17KeU75y+2q1WoMDxvd5TrbW1eO56hZ1SjmyGyvbA0gq52ZHCoXCknWPvNifdyPjoJSVt7i42DBFVZ/BdiHmYGS1Q3W8BpJi5ajMcd31fJ4xthxS2UgBCwUieR32FKjh8vKUlYc8gKPPsXrpcz1A451XYMNleKDGIx1rLDdexD+WSfFeeMlrwRToKIDx1s1kZauVUnqCA5Qp8NJshia15EH1IdfTkznTlXzeuy6WMeNjvl+BToyXeWxQaix5dEqBmdHR0abOp+jgwYO48cYbw+/rr78eO3bsWOIsK6CxdwFUq9UGMFOtVlEsFsPCy2Kx6DoSVq4+w5vCooJiAxiAOxBTTm0eQ2t1ZCXPCk2FhR0LLlMFjq/znPFYPb06azs9B2S5Dj+3z0sPc1/GnFetJ9eLyzSnmB1jNZa6OJEjU6cL2ftljFbqPTNvectbwm9911RM7mJTTe2/rq6uqAKOjVsvc8iOL3/HyHMEvW81QDHK65zE6qBt4Ug7y6jnPGmZnix7wIQdLZa7LNJ6aX/oolrW6ayDY3z1yvUyv1yeRj15fYy35oXrazrDmw6Zp+9jPPJkwgvAGGXp3tiYZdq9ezd2794drlmJ98xMT0/j//yf/xPqe8455+DFL35x9HobvzyuvHp79Y+dy5utiVFMVvRcVhZH7Y22I6aH9P9m2qEOrt2jY54zJt4UMc40euAllrlJgaQ8IMbanQIzHpCJLez3QEtsappXplePGOiOjVMl6wcOlnggxQOD2p9ZPI3V5d5778U//dM/hd8vyPfM3HrrrVHwsXXrVrzjHe+I3rtq1Sq3UbHzKVq/fv2S98x4xo8HiTmhNtVscfHYlrk80GxLzFREVKM0tVrjnEjNMNjzgexohv2XRVq+B1A8pcZTJLwyNaO1sLAAYKliVWWmv5lYUafapk6PRmA8hzKLN2q4gcYpCPYcz8Fi8saPfYxH3AaeduIpibxO5qlO9n4Zo5V4z4wn+0YxI+UBGpNTC2h4Tp3972Xt2PjEpugoeYDZ+8+IgUTM2ebjPEAnz/+ss+xYsyRKnuNn51mm9XrjXUzOswIZnnPi9T0775rhsHIUrKqjo7peM9iss3QhM0eVU+DYzrPuSrU5L2/UUfMy4saX2LSdWF94jtbOnTuxc+fO8P+uXbui9cxLfX19+JEf+ZEl7bJncLv5d94sTV5Qw2VyuV6ZMfDC9fDq750z+eH7YvY8L7hhHRMrh49jYCY2falQ8KeYeVkabzqZApk8mQNrn8cD1dfeTIs808p0B7Osl2aqHdJ6eL6i1p/BCetVBSbcL9YHHu+0T2PAMC9ZXS+//HJcfvnlYVz94R/+Yea9zzmYWc4uY0bbtm3DvffeG36PjY1h27Zt0fN5KaYoFIUqEFGQo2WYENnHshT8DBYEjdJ7As/H3tzPLMPkneMPZyBSZbBTweVwW/jdB21tbQ3Ty0zItO4KyDyAo8LDjpIHZFIKyytTPwxemAfKOy5LeWM8sTd9z83NhTd9Gxiy+9rb28N7Iey3Op0tWlmK9SmDDQU0Jrs2PmLyZd/qfOr0JXVAYmDFc3b0N0eS2VmLARo13DGnLC8v+bn8bP4vb4aR5dCTM66vOiwe/1L1tm8FIJoZ575i3RMrx4u28rERO1/erkz84bZ7wISdYO7X2Dj1HOQYkElNLYv1Qxb/ub7NOEAnSqrfmQ8qE6ksDVMWSFTKyqLEyvIATOx8M9d6ACc2PpS8tnv2XMeGjm/7XzdVygNk2DnXaWR5nG3uc25nDMjEwEwMpPDLMGPXxYCMFwDzdC7zXn3JmE/kgZpmsjKpjAw/I6UPYqA5i06paWbbt2/HzTffHH7v27cPu3btip7PImUSK2YWMDMmlu4vlUoAlkahgONRQo5c6ZQrK9+eyYNTMx/q5NtzvcGUNThUAauALiwsLCmHQRcbzJTh42l5Nh1PDYY+X5G+F/lkYTAgZN96r6fYUs4NOyXKX6un53TkUYqmlAzEzM7OYmZmBuVyGbOzs27/9Pf3A0DYmYpfENiilSVPebIuiClTNh425nUsWDmanVGwlALEaohi55hiTq22LwXIU0YkxRPWZXYuVf88dTf9wVkJBZKsK71gRh6KOWc6HrIMLN+ja67YgeHgkQWIYouX1RlTHhnfVSdxXUzHWf+oTlVKOWtqL72IdzP8j/F0JYGNVxcPpMTAiV6r9V7JunpZFKVmAY+Vp4BNj722cVCkWdDpObIekOExo9PKNFPjAZgYqIk9w2uv13b7HfPXYhnXVMaFAU3sfy8bGpvi6QXEvH5QfrCvEwM1zLvYbBfNGGfZqBQtB9C8YMHM3r178cUvfhH79+/Hbbfdhu3bt2PLli245ZZbcOutt2LLli0AEOa6x86nKGWU1DDagn6bQlYoNC5k1w5Xg6MG3hzTlCOTiiakIpDaRhXUmPNmBkoNJv/H9Uvx1ITbBNKcD20jcDwqxeheDQobGQYeJkCsaDUqk9eB4v5W4KbARufjxpxYU2iVSgUzMzOYmprC7OxsADSVSgVzc3Oo1+vo6ekJda9Wq+jv70dvby+6u7tbWy6vIMVAp317Dr5nfG3MmYHh67yyVFa9yJoagJRhUIdV25iSV6+NMccmxqsYsa7z2qS88NrI7VCHm/nPgJKv9wI92jdKHi/zGNE8fDDnpFKphKml5rSYc6aOhueYeWNBbYfHR3Z4+L4YmPXq780e4Gcq/2O2KeUwKp0MnZeSf/ufbaV3PQcvY/Jn5eZtg1eOlqWkMyRi11lduTw99sZ9DKjllQt9lo5PD2jotCYPrFiQORa4jDnseRztWEDDeKjTKz2gn7U7WSoz462RYTnUOsT6z4I/2heevNoxgxrVR7FgRYy3Hn+zArLeGIxNg1R6wYKZ7du3Y/v27bjlllvc87Hrm6HY1BAj7lwDM7a+oaOjIxyz428da7trsCLysi76LHZqYshYB1QzSsZz2vQ/NnTMJ4uEZilnBjQ6NcPqblFsO++tqUkBGhYKj2/8UX57hsYTMi5L557zuFDQZGVb+6vVKmZnZzE1NYXR0VFMTk6iUqmEzNXMzEwo097U3d/fj6GhIQwMDOTieYuWR+rMx5w7Hgu8+QNwfFtgK8P63es3Hbt83r7ViKSMD5/zHLBC4XjQxerHbeVAA0fnY46V8i71nzq8dmyy47VXP9oW1k12rDKepSO5PlkOJJfFvIsZcY8POsXUZN+m4HJGxp6pOizmiHFdtf0xJ437nNup2YaYo8a60ONrjBdchyy7+1wS2wAFe1nfDGqMYgDAe24KBMXqqRQrQ6/xpoYbcd+n6pEX6HtlMZ9jcupNCUutm4llZRjsZMlSjHSssg9ncmHnvKmjMSBj6609QKPTUDUTqs/PS57NUADJweSY76lA0wM2nh6PjQ3ltf7OC2SAFzCYOdlkRiaPMmHHtVgsAsCS3az4fut0fs+MOg8a1eKoo4KZ1NoPra8qSP3N9eApMuz468C3+/IoAO8admpUCLz7uRwP0HC/cJuUn1mCpOWrk8lleWDLW7PE7a3VaiEaWy6XcfToURw6dAgHDhxocIBtJ7yOjg709vait7cXGzduRF9fXya/W7R88sBLDNBYf9tW6yybFl1XeTSDw+fZYFi57Bjp+E2BGb1fZcPqz04atyvmkHoBAI93/B27hnWs1cnqw8ERliH7ViDDdVJQpvzIMqhcDveZ9pWWbbKtcq/1ZGNszg6vlzOHplaroaurKwTAtA15HQTPFsX6hPmmARq+zptexk6c3aNjM4+zEiNvLK80ebzjPs8DaPR+BjWeDxF7dp46ZvEuS0a9a1J2VUFOnmelSHWd91FZ8qaVscylppjpdepv5NEPsSBXLEPiARkP0CiA8b61PF3sz0AmNja8vs1qv6fTWB+rjvZslPLT89eyaDlABjiNwcyBAwfw4z/+43jTm96EN73pTQB8J96IIwLA8fUT1plG6vzEFLunTNSJiKFjr45s4PlYn2vfLJB2D7+BXh0GoHFtkJJngBkgcYTSEwAtI+ZQav34Wi1D6+NFMtRAqeI14+Y5TSrMymNTTrOzs5icnMTo6CgOHDiAxx57DJVKBf39/ejo6EBfXx9GRkawadMmnHXWWeFt33mF/3Qg26J5JbZmPnDgAG688Ubs2LED11133RJjpeMOON7fNh3IAgAGZjzHQQ2g5xwbeeMuZSBUd6g8eFOvVP6zIqt5HZdYORy1tDYa33RRu12vOtDTc/wdC0aleJVyALyAEreHg06p9Xh2vekBy9Daxh/mvNg9vK23OgtZjpe2K3aPBrV0+q8HdLx5+gqCU+NEnxkjr4/se/fu3bjjjjtWbGvmP//zP8dLXvISnHfeeUvqxjrfq4tnZ3kseqAm1fY8MuaNqzyUuk/lh3/zMWdz8j6Xy/O+Wdepc+xlUGIbAGR9Yr6AkrbLAzEpmUhlZHS9HAcFbCoZZ2a8TKgCGZXXGO81OAbA5V0sA6OBdL1e+ZrSVRooj/FfgczXv/513HfffS/MrZlfKLRu3Tp84hOfCINJHVp1SIBjA8GYzOk2NhbsDGn2IQUwgKUGWKMTWl7MoCt5SpejAGqkFXV7zp2Wb9884NlZMSG06WXVajUadfaMcMzYKR+0POtPBiVZ/GFeMG+8+9S5UIfR1stMT0/j2WefDWBmYmICa9euxfDwMDZu3IhXvepVWLduHXp7e3M7kacT2RbNK7U186c//eklYEOdfA/M8LEBGQYzPAazDGvM8c57HZ/TYxuzGin2pn7pQuPY+Murb4xUzzDvbNquHdfrdTfbrbKv9VHnUusa41MeQAM0GmENmniRSeWP8dzeUVYul8N7yjgzpWsSm9EBMd3MY1DbbeXrTAHPcfLm53M9U3qQj1M81/v52LZovuGGG3LzJEZ9fX0heOkBYTuXBWjs/tgxO80KbIyaAQdazxO9z5Mz/a3X63OzZFO/1U9Q2dEpTIXCcSDj6VMvO8DP8mSf15HoGFU58D4xIOOBGV7cr2tjFMDYtwYOPDCl8hTTccqHVGaF/bY8gCcLOGp9PIoFOljPvOxlL8O2bdtw2223JcsCTmMwYwOTB5GRCogXMbPBr+tieCAqeYJt93mKNY/TYr9jipWfYd8mMCZYwPH52jZwNWrHRtEjduC8tSSaGvXqqAJhBsUzwp6g5OFVHmrG8WFSRcjTS2ZmZjAxMREAzeHDh3Ho0CH84A/+IF7xildg06ZNYSvmFp18Sjltnizatyn1LCBk18cUvv6262PHXGZMj/A1LLeqG3Tap7XFsk5cxzx8ZHlWvWYG3QJGdl1nZycWFhbCLpFcH+adAgjlR4wPJ6ID9HrOHNm38sh+ezrAnB2bcjo7O4tKpRJ43tnZmQkUYqRjVQERB8OsPva/2h0d0+pQad20nl7dlB8er1Pj7UR1eR7yHPoY0FFbFDs2UmBjFAM4J4NifPd+Z4Gc2LlYeXqNZgvU0ebMgAdq9H8uh/+358V0hscTTxZMh9k5nW5pU8C8TIwdx4CMN30zBmrUNsVsFPM5xk/mHftpHrhhgKM8zhOoA/Iv+lcdyH2Qh05bMAOgwchoxFLRKHCsU8zwqkCyk9BMBEqRtz0nVU4MCMT+Axr3sVeDxe32nDONPMYoFkFhp8YcfJ7y5Tl3hUIhTMNgxc9Ghdvt8Xo5pOXnKSumGFkZ8tqZqampsKvRkSNHMDMzk1tgW7QypAbDC0J44ANoXEuhcq/Ot31iu+14OsEzvKozmrle/2MZ191uuL0md1m6hcu2b3bkbaybvi0UCujq6sLi4mIANfZ83dUrFvjw2u2dPxGHUXWMOvTeN7df+WA6wDYBqNfr6OrqagB6WXVWh0ufqfXXrIxmmXnsxhwoo5jjovVTEKPP0fpx5pzl7GSQ1VkBvv1nv1kG+F69LyYbqb6MAZznirxAa6y+eduUkkUF/KpLFZSkgI2XJfCekSVDnkzz/ywT/J0CIak1Mh6Q0YX+DGR4nYwHZFI+pienXjbF2yDBW4vk8d3TAymblhojwIkDGeA0BjMaNfP2/DfUajuTscAAjdPROBKq2QQvGsHCxIOV7/OcnCzHpxlDoE4Y88bqxQ5FamCpcmLeWOSiUqlgYWEhTM+x+1ICotdlOVQeD1gZeZRSDKn/tYwYn1Sh2Nqker2OJ554At/61rdw/vnnh80lWnRyKSb7uoaMlTgHMNh4WnmeoWFH1zPKKcVvZXnHeZx4vs9ztLOmDenvLOdAnVd7hmUmZ2dngzEHgGKxiMXFxfBtfLbn8vageSnvtXmdgizQ6OkZPuZgho2zarWKSqWCSqUSyvAyeqm+jOlrrgPrY26POmoAGmSB5YBtAAf0YnVk4KK/vcCZlcuzAlLg9WSRB2rYdnuARu+LASOmPGC1mfpmUWxse9OsjJoBOql6xcAFjyP2hxi46O/YFCf1HVhnNKNb9Tf7C+qfqZyk1svoLmUx8OOtl+HncuBX6xnrE816qQ+imRgPwHg2K+t8rL9j9cwCk7FrPDptwQywdMoVr51hB4bPsaABxzuJU5Felsfr8Jhx8TIhnjOldUgJLTtp7Fyx8dC6GeVR1FoPvoajkrZmxiK0sYVm2lYPKORV6p6CVv7EfnvPiTktGn20utv6gJ6eHgwODmJkZASzs7PhfRM8Dee5NOKnK5lRYqPDxoQVPGcKACyRvVj5SjEDnGVsPSdV68Pf3rGnSzRgYU41gxyWPdYLnjykHHnbgtx0ALBUJi1DY8+0KD2XtRKykTKeSqnnefzkY+8TK8dz6rw6sl6OAUivjqzn2UliG8QZc5MFD5R7xOOIr9Nx4IEZndr4XJCNL+VpDNR4gMa7jv8zWo69Ulqp+2Ljg8+ngE4zz+P+VOdWxzz7I3mcZs+fivkOeZxoPmYgrhlKBhexzEoMyMRenKkgR4GMBgZSDn4WT2OL+c2vZf82a+pZLPjs8Txl35jndj5mS7KoBWZkgLKS56lZsTSblcNlsuFlh50HQqrD2DB4YMPut7LsOR55wIQHsj3DnG5tm9Vf2xl7pp5j/ppTY2RZL/tYJswitTGngHmTMvwpWo6y9srQ7JYCGmtjT08PhoaGcMYZZ6BcLqNYLKJSqWBgYABjY2M4ePAgBgYGwvasLTq5xJFyA5Us/7YYneVNqRkHLGbAPQfQvjXIoc/UenmAJmVwYrKjWWYtJ+b8pRx51rXGfy+yaev1vKl7MYeR657lwKXOpwBHjGL9xfVnx72rq6thbVyxWESxWGzI/qcADT9Lj1N1Z+DC5dl5nt5iU1zY9tlYY5DpBYlSoJlnPqgssL7nuj1XFBvXMUATu8fu42tWso7LpROxlXkpBWaANJDx/A7vXEyvxdrsyUYsuKk+WArIpLIyuiYmD4Bh+fD0n9VPea089DJe6rvqy0ZNN9l/DG70Xu7HVEbGrovx2esLT6/lBTLAaQ5mPCBjytpIUakXSdIOAZYuZNVtSBVkeHWz8nTeMg9EO+ehYQ/EWPtsqhPXh9+Lw3xQA5NSgDEngfkMYIlQe5GI2IBmA5JS0s1SnnuYFzqfVhWR8dyyMsPDw1i/fj0AYGBgAIuLi+ju7kZPTw/Gx8cxOzsbxleLTh7V6/VgdGzajxkgdtZMoXsR5TzGlCl1fcwB1/Fk16oOUSfCCzpoVI0zMvxcdUA9o6nPziOrWe0z/aC6wAOSefRQHsqS91g/qXMRAzIKQg3MlEqloLNLpVJ4x5RGQ5nfytMYv2OOH99nx3xeHTUGsYD/YthCYem2zjE+G0DiMjs6OqJO23OhA3UM8znv/xigsTrrOT2fqseJtIEp9rzYdXnO5wHL+ttzbGN6MwZsmLIy2VZPTzb5f9UbMeeZZaIZMMPvifEAjE4p06lkCqhSvGY+x3aC897Do7Nh9DoFPLFM2XLs4HKATAvMZNAzzzyDd77zndi+fTte85rXhIF19OhRzM3NhXd9mPHhzIF2nEYbNSoXm0LA8zDZYTGKAR4beDoI7R5PEVlZute5PZcHKysZrfPg4CDOOOOMhrLtWJ16bQuXpd+pY36GKqK8Tg1Hm0+UYorPEz5TDJaZmZ+fR2dnJ0ZGRlCrHXth3tDQkLujUYuO00q+Z+bgwYP4mZ/5GfzQD/0Qtm/fHqZAPfvss5ienkZ7e3uQfdMD+l4Uz1lMOQB8jcqBZ1jVqVcwo4YmFs1XQ2wGlgMHAwMDWLt27RLnNuYYx9qr49/0ifHQ6l6v1xv4yg68kpbrOV8xfRejLLAVcxpiZTF40T5jHnR3d6O/vx/t7e1hum2xWERfXx9KpVLgR4wXMZ4wHzxwq/X3gBI7b95W2mpXeB6/BqJiDo7VNdU+z/m84447VvQ9M3fddRfOO+88nHvuueH8zMxM2JSBn++NlZSezut4ZdHJAnPN1C/PtRaoM/LGWyp6HwM/fC6PLNRqtSVLA7gNnl6w62L2XLMlMUBi8sIbHDGI0d3NNHiT5UMoT/R3aktrDX6ngIxmYmLfXvbHA59a3+UAmX379uEb3/gGJiYmomPA6LQFM2eccQY+8pGPhLULi4uLGBsbw0c+8pFgyFNCGCNP+WXdl2VcPdI6eYNco0WpqIVeF6tzV1cXfv/3fx9nnHHGkoHKAs8D1IAXb8FqzqGH/FOGkI+5rlm8XikQw8es9GLRBFMYXV1d6Ovrw+LiIrq6ujA3Nwfg2FqB3t5e9Pf3AzgeAT1ZxuxUpZV8z8zatWvx+7//+5ibmwvyf/jw4SD7gD//OAts56Vm9EjKqOWtT8pBA46Nwd/5nd9ZEqRQ/aGOhwdmGHjZ2LeNLWxdTL1+fEtikw3OeHN5WletE5/LApNZutW7xgNPXns9IKNgplQqBSBna7MM5DCYSW1+4LVBAY3W3fuO6W5bv8dywDve6fNM39s9XLYHVDnrmZdW+j0z9qJca+PMzAz+7u/+bkk7U7RSoOVUp4WFBVx55ZUuoAHiGRn7eBmXZn0uI/UFACwZk54+yQIzXkBIQY23S5kCmNhuZewv6WwPJs/H86Z8ZWViYsFwL0sTW+gfs406q8kjbyZTrC8uu+wyXHrppfgf/+N/ZPb/aQtm6vV6wwuNarUayuUyarUa/r//7//Dpk2bklFYr7zU79i9WUDGi76xIrBy1Yh5hjkPmPHqa9c98cQT+OAHP4jx8XGMjIy4zgwLP9DozNuceADByfFAjUau1YHIqqvHZ5tWZ9vAngil+slzANva2sKuTfX68e1YgWNAr1Qqobu7Oyi+1vtmTi6ZIuexOj09jVqthl/+5V/Gpk2b3MhTs8bVo2YASExOY6Aij37RMfr444/jgx/8IKamprB27doo8PH0i+fo2xi36yzLVSgUGtZitLW1hXUiOr0qxguV7azfMT54v7ltWRRzfBTIWHm6/sp0ofHH1s0wkInVJ6t+eYCL1w4GMnNzcw3rW6wPa7VaqKO1m6dr8gYO1r+cbeLd6vJSVpCqWVLHq1aroVKpoKOjA+9///uxYcOGZD3+tdJy2nfgwAHceuutqFar6OnpWdJHKaAS+9/LAvJ9WeMg1o7U+RiQ0GlgHpjxwI2uofHu50AA65AYkFFiOVMgw2tesqaUpcBOavMFtYvWd1a3GHlZzRig5P/y0GkNZhR5G23atAkvfvGL3bmBqfLsO8sJaaaOKTDjDSh9joIBrW+sHQpk+NuMnrbHS5+aAJVKpQaHxgxkZ2dncqqM8tXjqVfn5fB6pUj7x6LQxWIR9Xo9ONLAcbBn52wa2koZ7xb5pP1tivjMM8/EOeeckxmBWo5R9WQ0BUBSY76ZOjWrm9TAx9rhPY8jjebIA0t31FKZ9zISXvutXP3WtuaVHy2rGUoZYQ42mRNvIJrfs2Wyz9MY89ib2H8xoBurO2dkbAvtmZkZVKvV0Pemv22jAmuX3WdbTVcqlQZnqFgsoru7O+h55neqHR5wfS5o48aNOOuss6L//2sHNEbNttMbZzEgw/fwvR7YyQNemHhdV972xKZ5Mfjw1st4WRdvMwAFQDrNTJ+rQCYWTGL+ekCGdYmXdUmBGe/jBZs9ENoMxfRnlv2L0WkLZlRorMM8IcsyCvadchrU8ObpeDXSXrQiVSd+Vsx5iQEc79jaZQZM+aIAEUAALXasET+LzlodvY+limMDOw+I8TIyyzFOecEVKxpzYpgPug6iUCg0RG2eD2N+OpE52azs2QG1/2Lyn2fsxK5JOeMnm1LOu45tb/qklRHTY3ytGVUGNZ5uAtCge1N1ysuzFKhJ9UvqupTxjekCHlf1+vFAhoKeWDAnVT87lwK7fJ/XHgYzlUoFs7OzKJfLqFQqoZ6dnZ0hgNXV1RXAGb83Z2ZmBnNzcw2OUU9PzxIHzdoZG3tK9Xo97IC5UmsKmY/K8xSoXQ7gbVG+4CJfkzpmHWDghadm84yQPHrbggoKKDSbomAmT4aG70lNR+fnKmWBGA4GaWCIAQyfS62XiU0z8/xhD8jEZETblwVUmgUywGkMZtra2tDd3d2wVTDP286DNGMo0usI7nimFECJKYFmIxYpylLQKmz1ej2sNfAGtl1r0yhsuoGBF2+hKNCY1TEFxWUzoMlqS8zAn4ghynOv56Rau22qCXB8eoOmlq2NHR0d6O7ubmoOd4uaI4sW21i0MapGQkllMqa4Y7QcAOPpiOXogJQMeABG54vHwEwqQGPjn5+jz+Xnsyx4QYxmeaegJhYMyQqSxMqN3aNjxBx4dsBSdVZQqOVzvfPaCOahRpv55ab2MYfMskkLCwshOwMcBzNzc3OYmZlBuVwO66CsvRocUHDn2VCur9UxxfPnkv41A5rltsu7j7MkWUEKvsYbCxbo4+mNNobs2K5jfyJPvVnnqS3m6WC85iW1oxlPHVMgw+V7Y1rbo/zhzDUDDA+omN8VAzQ8vV+BjJeN0aAL11l1Xh6f0uuHmP+cd1ye+KroU5QKhWPbYvb29qK7uzsswtSBokZhfHwcN954I84991ycd955eMMb3oD77rtvySDXedQ8kIHjHXT06FF0d3djfHzcraN99/b2ZtbNu5cHxj333IMbb7yx4brOzk6cd9554XPPPfeE/7zIQa1Ww9zcHMrlMsrlMmZmZjA7O4u5ubmwxa3OjectSYvFYsOCXxP62AulvIhGs6QCuNKkQscKiFO8Nt3MHGk2+hYdnZ2dxfT0NKrV6r9ao/lCoEKhgO7ubvT19aG3tzfIvidjF154Ie68885wr41Dk92jR4+iXq+ju7vbjfDFxm+Wsk5FwwDg9ttvx7nnnouXvOQl+OVf/uUl9//gD/4gXv7yl7vlKqmDa3Jo7+GpVCqYm5tzP5VKJewIx+/rYfCui07ZCOqzPZ25XNnn9mWBzGbBoRewUqOvUzl4SplGPblMz5jzGMgzlz1VZ+W5TTMzcGL6fWpqCuVyGdPT0w363nS+fez3zMxMADZsG+bm5sIY0R01Pbng+q00qTxlBRgnJyfxrne9C1dffTWuvvpqvO1tb8NDDz204vXKosnJSZx77rmYnJw84bI++9nPYvv27di+fTs+9KEPBf7ffffduO6663DNNdfg13/913OXl5Ivb0wDaNAR9s3+kScHnn719If6Dh54j33zFDH933Qcv2zZ235Z/RddG8Nt9vjm6Q4+x0FSb2H/iQAZb0qZBvj0d0p3xoJBWZ+scaV02mZmAIQtcy1qzg6NZ9z279+PV73qVfgv/+W/4NOf/jTq9Truu+8+bNq0qWGwAo0daE67dX69fjyaNjQ0hK9+9asYGhqKRtj4OE9E1EP2N954I8bHx/Hoo48ueca3v/3thut1IKkCMWPFhpMXeXoOIUcdNGoBIPrW6VgkLxU1j5Wh81HzkvIjK+qgSooBjTouyg/7n7cDbtbJalE2tbW1hR3kZmZmGrYOzgoUWL8ODAzgH/7hHzAwMBDGcTPOVyoQwWNYdQkAPProo7jnnnvw8MMPY3x8HK94xSuwdetWvOMd7wAA7Nu3D0ePHs1dFxuDPBa9AIPpMauLZ/h47rY6iqZD1OngKKM9g6eQqLN7smTCy8bkjcbH9DfLObdV9YrqevtPx6Lqfm98MGU5DFwm6yrTR1yO6VAdo9zXdt7AMDtfrM85U+/Vie3Dc03WvieeeALXXXcd3vve9+J3f/d3AQAPPfQQzjzzzBV71pNPPpmrvIGBAdx5550YGBg44ed95Stfwd69ezExMYEdO3bgzDPPxOtf/3p84QtfCIGba665BnfffTde97rX5S6bxzFP//KuUTuZOs/lcWbGzsf8IZVnz5Yr4DEdqNkZXcQfy9Lo2hgvKBPzJTSTyefZPukifw/4eKDF23TFAzJeVkaDfR6vtT1ZIDUvkMmjf0/bzMyhQ4fw9re/HXfffXfIzLBDY8Sd9fM///P4mZ/5Gfzsz/5sYPQll1wSXoDoZWTyIMvLLrssV509oMX1u+eee7Bv374lhr9er+PP/uzP8Fu/9VsN57zr9DcLvLXHsgcWtbNonEXs+CWEavDq9XrDlAaLAE5PT4d51xbB45RtMwid25D1O69geWWneKTASZUNrxHge00RGg9bdIw+//nP42d/9mdX7D0zP/ETP4G77roLAAJ41AiUOpFeX19yySUN0baY/KfGbswJLhQKuOeee/DNb35zicyPj4/j5ptvBnAsIPL2t78de/fuDc+66aabwv9cf/5m8iKX/FJRi75z1N1k3hZ/2xb3XlaVxzavz7AybYts2xVLMzzL1QHLpbxgKWbU2einxpOXwWe+6bO8T2xOu0cxIGPrFy2Dbp9isdjwnjWN8No9lnG36yx4xFPROJPHUW1tr9bvrrvuwk/8xE+syHtmpqamsHv3bnz729/O5BUA/Pqv/zp27drVMKPhwgsvxMDAQOa9eelDH/pQ7kzPhRdemLvcr371q265k5OTuOmmm1Cv1zEwMIBdu3bhq1/9KgYGBvDRj340XNcMYEs5nimb6vW7yrwGU1UH68dbtB8DHpqR0SBO7D8vS+MBGdZjnKFJ6bSYfDOQ8fyJEwEysV3NUhmalD96onJhfPnmN7+JP/7jP86VjTxtwczatWvxR3/0R3jjG98YFDnvIuV1xj333NMAZBTR/9RP/RRe9rKX4WUvexn+7u/+Lty3bds2/N3f/R1+4Ad+AI8++iguuugi/O3f/i2uvPJKPPbYY+ju7m54xvnnn4/zzz8fV1xxRcP0M6vTz//8z+Oee+5JDpi8kQAAeNWrXoXzzz8fv/IrvxLuTUUt2DCZI8LOjRosdmTMOSqXy5icnMT4+DjGx8cxOTmJqampAGj4jezNZFRSoMz7nZe0TI/XnjJVMKeRDQUydv3zGZV8IdIb3/hG/NEf/RHWrl17wmWtX78ef/Inf4Jrr70WAMKuS6qoPVLZ6O/vD30HHAcFd911F37gB34Ar371q/Hud78bAPDjP/7j+NKXvgQA+NKXvtTQln/37/4dbr/99iXPY33E9XrZy16Gbdu2NVw7MjICANi7dy82b96MzZs3N9Tb++b/PUDDziiDDwM03lQznm7GHwMxMzMzIRhicq/BDHUCsgILJ4OyDLJnwPMYcw8ULwf8xsBN3uyMlcFTgbu7u9HT0xOmX/b396Onpwc9PT3hXTg8ZdhAT09PT5iybVll4Jge47U4OuXMA6yqC6+99lr8yZ/8CdavX5/sjzzU39+PnTt34oILLsi8tlAo4Ktf/Sp27doVvcamZV133XUN07L4hZy33357w3/bt2/HV7/6VVx33XX4pV/6Jfz1X/813v3ud+O6667LXe6TTz6J6667LkwVa2ba24UXXrik/YODg0va9eCDD+LKK6/MLM8DMvbNNsyzoeqnGMV8Fx4fqUBALGPirW9RsGLjMgZq+HUemqWJvUuGA16ejMcATQzIKNhIARkLOuQBMl7Zes7TMymb2WxWhnlzySWX4K1vfWuubORpPc0M8Kdkef/t378fALBly5aGzmFn/61vfSte85rX4P7778eOHTvwyCOPoFAo4LHHHsNHP/pR/OVf/iWGh4fx6KOP4iMf+Qi+8IUvYGhoKDxr//79+LEf+zH8y7/8C4aGhrB///4l08/e8pa3YPPmzbj66qujbfIceOD4oLK0LHAsqvupT30KW7ZswRVXXIE9e/YEJ88DAPV6PQhzvV5fImQmSKYALFIHHJt2MDs7i6mpKUxMTGBqagqVSgUAwpuwrUwVSFMGOuUkxQMj28msXl/e9BTlQ4zXeYAXgxhP0dk1tmja2rwSEcAW+WSKOos8gA8sjS7ef//9+G//7b/hz//8zzE8PIz/+B//I37t134NV111Fe68805s374de/bswcte9jJ84xvfwLZt2/ClL30JH/zgBwGkF57z/0bj4+O4/fbbcffddwMA3vnOd+Luu+8Oa3lihjMm39pWXlPBY7ytrS3IuAWEFhcXwztJOANZq9UawEy5XA4Oba1WC9lxe18Fb5qRCkY8l3LB0yi8KRVWP+86zyFjpwyI78Bk5aTAUmzMxICTXWdjv1gsBl3T2dkZsmTcj7zmx/rUHDh7V445gpVKJTh2tvMl14kzQQpaY7xdCUqBTT33xBNPADj2qgaPHnroIXz84x/HH//xH2NgYAAf+tCH8OEPfxjvfe97k3V48skncfvtt+OTn/wkBgYGcPToUbz3ve8NWZeHHnoIt912W/j/Qx/6ED70oQ/hfe97Xyjj7rvvxhVXXNFwLg8pXycnJ/HZz3624aWEP/3TP40HH3wQ73jHOzAwMJAZREiBbxsnwPEF7jrzpV4/No3L7Lw574uLi0umNPGHbWaWjVQfyNPluq6FxyVPN1PAEgMvKnsxPnmgQOVdp33lya7wWhk99qaleQCGeZsnk6n8Tv2fBWQ8HzZFpz2YYWKGaYdt2bIFAPDII49g8+bNLvN/4Ad+APV6HRdffDEmJiYwOTmJ4eFhAMDv/u7vYnh4OAyQj33sY+E/o7vuugs7duwI5+2ZRu985zvx6KOP4jOf+QwKhWNTTW655Zbwv62HOfvss0N7/vN//s8NAqXtfOaZZ8LxVVddhd27dwcwk8UrBhimeBYWFhrAjP0GgGq1iunpaUxMTGBsbAwTExOYmZlBoXBsMba9u8aMnEX4NOpiikwzHFnRdGDlnB8VNC+NrIbTc2g4UuSNv5Nl1FsUJ8+ZijmjwFIwc+edd+Laa68NgYpf+qVfwsUXX4yHHnoIH/nIRwAcW9Py/ve/H1/60pcwNDSEwcFBDA8PY3x8HP/1v/7X8FyTac6y8P8AsGvXLnzmM5/Bli1bsGfPHlx22WXYvHlzWDPjGQQP0Ghb7dgMNU8jM/mz/9rb2wOQqdfrDe9OKhQKDUBmcnISExMTIQNbKBRCFgA4/u4VA0VelJbrquDhZFLK0VZe6rUxIKNOmfdM77eejwEBBTKaMbbdydra2kLWxQCslWkOpjk8XO78/HwAM5Z5LxQKmJ2dDeXo9Bp775aBqGay7ydKvO7CeGDE/DMQ8+STT2LTpk1L6vdXf/VXeMMb3hCixjfddBOuuuqqADBSY/E3fuM3otHmv/qrv8LrX//6hnKvvvrqBuBy4YUX4t3vfjeefPJJ3HjjjbjyyisxOTmJj3/84+GaJ598EkDjdDEFWv/hP/wH/M7v/E7DNZ/4xCcAHAM1/f39uOGGG6LtSMkkH7PNNt6rc+yBF/ZZvKyAHev6rlQ99cMgxn57My28KWsekPG+PUoFLXhdYiwTUygUokBGz2e9Y0ZBjDdLwQMzKZlVn9MbK1n9BeRfh9oCM0QpRtfrdVx11VX4xCc+gd/8zd90r/vYxz6Gb37zm+E3o9stW7Y0COqWLVuWKFGlmOG85557sH37dgwNDYVorp0fHh7GpZdeusS5BpZmZlJRwJSTYMLBTgYbZXNuFhYWQtTWjN7k5CSOHj2KZ599FkePHg1gpqenB8Cx3dVsWgOng73ogIKUVNRDF6fGrlPKigx4gEYVGJdtio9T2vZt7W9G6Fu08sRjyXNGUxEkLYdlbHh4GENDQ/jSl74UsqtvectbMDg4GDKtQ0NDDWBl7969GBkZWTKlzGjXrl344Ac/iG3btqFer+Pee+/F/v378YpXvAITExPYv38/XvnKV+L//b//t+ReHaNsSFPROBvDJlMcVTVnQDevqFQqmJ6exuTkJMbGxvDss88GMNPV1YWhoSHUajV0dnaGKUwm+5yZjcl9DPyfCLjJK3/emPCADOsGXVvklZWivO3yALhmQXgxsYEMdtS4/9mmsY2pVqvo7OzE3NxcCG7Z1EPrZ14j09HREcCMAZrnS9+los1XXnklPvOZz+D973//sjNGHmjSbI/nNKboyiuvxJ133om7774b7373u/Gbv/mbeN3rXtcAeL761a9icHAwOqXu3e9+N97znvfgwgsvdNt15ZVX4rOf/Sx27tzp3s9+BWdf+H9tB1/nAXfN0DAQ4gBmM/xSPc3y4NltD6DwcQrIaEAzC9Bo/VUPsz6OTS0zfyyWpYlNJ9Pf+ixP/7PvZb+blYkUsFT9lxfIAC0w45INQBWSj33sY7jyyitx9tln421vexsA4LHHHgu7hP3f//t/sWfPHkxOTuIv/uIvGhC2h3KVrrvuOlxxxRX4rd/6rTDNbGRkBENDQxgaGsIf/uEfYv/+/XjDG96Ar33tayHyy/Xm+vMHQIOwtrW14a677sKjjz4aojV33nknPvaxjy2pFxsyi+RZBFazCybIFo3laWLVajXMk7e1MuVyOUR1u7u70d/f37CBQArMqCB5PGWDbU5ErM+5HHVE7NuLQim/U+tdmF+8yJrfd2RTLzwg2aLnh9QwKZhhuvbaa/G2t70Nb3vb2zAyMoJf//Vfx3XXXYdCoYCrrroKH/7wh3H99ddjeHgYY2Nj2LNnT0NQIi/t2rULN998cwAyABo2+di7dy9+9Vd/FV/96ldzOccM+L3NKiyqqgbadKWNewtgGJhZXFzEzMxMyMgeOnQIzzzzDMrlMur1Onp6eoKu6O3tddfMqGPtyWtM/leKvD5Xp8XOqZ6P6Qnd5MP01HLq7uktzxZoZoanq3hOWCzoxvrfphPbdE3bxcxAja2VMcevWCyGF3OyTD0XxGM5K4j4m7/5m7j22muxadMm3HjjjSgUCnj88ccxNTWFN7zhDXjXu96FXbt2helgr3/960M5k5OTGBgYwFe+8pXkYvqBgYGwo9nAwEAo94YbbsDAwAA+/OEPN5QLHN8B7e1vfzsA4IEHHnB3HYvx9N3vfjfe8Y534IILLgjX/PVf/zWAY1u6A8fA0BVXXBGtNz/DyuAMCesT9X1MVjybbmV4Nl+zmCl/ituv8qmyEZMTD8iw/HpT0zyApHzS+ipYYJ3LMhrLyDCQ8V6ayYAnlZXxgllaP/62vs2S3ZTv5IEYoPmX5LbAjEM66Ox4y5Yt+Pa3v413vvOd+MhHPoJ6vY7BwUF89KMfxWtf+1r8xm/8Bq6++mqcffbZOPvss6PzPe03U6FQwNatW/GHf/iHuOKKK1Cv17F582b8/u//fgNo2bJlC9773vfi537u5/CZz3xmSR1j0Ydf/MVfxN///d/jsccew6tf/Wq85z3vwY4dO/ALv/ALOP/88zE0NIT3vOc9uPrqqxsMGM9ztfqXSqXwTg1zzAE0CL8ZChOMev3Ym5y9hcM2Z5unW2l6lwVNHRsVrKy+jZEX3Y3xVR0b+xg/YhEZu8YWSiuYMRCo0dOsurdoZUl5/gu/8Av4tV/7tfD/r//6r+NHfuRHllwPAJdeein+03/6T3jNa16DQqGAf/Nv/g0+9rGPoVAoYOfOnfjt3/7tILs33HADbrnllmjmJUZ79uzBnj17Gt4LddVVV+HP/uzPGurNRlzrqk6qB2jMGDLAtqwr0BiVNarVauEaG882vXR0dBSHDx/GM888g9nZWQDHFh93d3dHF/+zLHCgyZt7r7QSgYCY3Hl61j6q9xXE6PQrI4tMr5Sse/aA62r1NCcppQO9sq09PP1sYWEBXV1dDUEsWxtpfdfT04NKpYLe3l6cccYZS8bfySJuYx5As2nTJvzt3/4tfuVXfgW33XYbgGPg47/8l/+CCy64AO973/vCtOwrr7wSv/mbvwngWKDhJ3/yJ3HmmWcGkBKjK6+8Er/6q7+KM888E3/8x3+MCy+8EO973/vChgBXXnklfuM3fqPhnoceeigEVM8888wl/6fA4d13342//uu/bsjWXnHFFfhv/+2/4bd/+7dx2223YWpqCq961avwnve8J85MeZ6OHc3WMKhhYMK+Bfd/DNQAaAA9eeunH920RYGNZly8DAzfo9PV8mQbPZCgC+1Ta1zsOLbAP5WV0WwP0KgHdB2S8joLyDB49Poh1VfNAhmgBWaiFIuODQ0N4U//9E+XGFcA+MY3vgEASxDu7OxsgzByFB5Aw+8dO3Zgx44dS+pz+PDhcPz2t789RGSMshzx3/7t3w514sFrmZiUUuDB3dbWFnZ/MgG3FzyasPN0AlZA5ribI2RCaLtt8NSUVERTHYdYtIP5EAMirEQ8MBS7N6YA1WHxoo68SxSDGnt+V1dXw45Q9frxN4i36LkhGw/1eh0PPPCA6wjWajUcOXIkXD86Ohpk/9prr8V11123JMJ12WWXNcj7e9/73qYX8QLH9ITJG+CP09e+9rX4h3/4hwbDEJMRk28rj6eS8iJtfhYbb+C488FOLnBMv9kOZpOTk2EHs9nZ2ZCNUafenpPKzMTkgduYcsRT/PCuzdIFzYAZzsza9ezc6TTePOQ5Dal6G8XmyMfKNrL6mQNk56rVatimmTcysSBNe3t72NKbN4h5rojblwJPNs4GBgbwe7/3e+41r3vd69yMiIEajx5++OGG3zfeeOOSl1lbucr373znO8nnAtlBrx/6oR9a8m45o7zghe/1xj0TgxIlG/c8dVGBi+kRdbBjgWFtE8upykTMhqc2A/CyLwpgVJ95faKyxsCFwUUKyHiL/GPTzTQTE8vKxAILKT4rqPF0eQzUePp0OXTagplDhw7hZ3/2Z/HGN74Rb3zjG91rjLFZxlEjhIpsVTj5Wn1eFqWMr2VVFETEhL6Z53mZGZ4mYdE5U05mrLkMG6Q2L75Wq6FYLKKzsxP9/f3o7+9Hd3c3isViEEqrpxrhZh17drBUsFJ9pM6KOrMMXHSrR40wc5kMYhjMtLW1NcwvtzJM4SxX0E91+vznP4/Pf/7zK/qemWuvvTZzswtz8D2nUuUqNhXSG195I4rbt2+P/ufJghqFPA6//ba2ciDBAzP2n7ewmwGPlWfTjGz7dt7KuVQquVFEI5W9VH9YO7IATOxcKhjCvFUnJi+YYR1hMm8ZCwBB5+mcfG4z981ygZjyS4NVMUDjlcm6zZw4WwdjG7hYf5pTurCwgPXr12Pz5s1LtgT26K677sJdd921Iu+ZmZycxGc+8xm89KUvDbuHZQEaIG5vsv4/UUqNZ4/4Wm9b5SwHO0+5SgoSAH9ThTzTx7LWxDCwMfL6T3WVfceCEKnApAYisoBMildepoN5wuBC18ro1LHYNLIUkPEW+3M2RvtnORQLqujvLF4BwP3334/7778/13tmTlswY++ZyaKYsUtFOJcDZPRczHHyzqUUrabSOYrG96aep0rFdryxRcAWdeOMD3BcyTE/Ojo6UCqVAiiySF1/fz+GhobQ19cXXtKm6dY8zqAaeQ94sNJRR9TqbwrYy7RohJrBG2ddeM96Vq5WBr+bw4CfbgyQWn9zOpEFHX72Z3/2hMuy98xkEY83Nsb8v17brDFYrsFQUiPhGdY8jjDLA2cIisViuM8+NpXMMkRqlM1JMYNpeqOvrw/Dw8OoVqvo7e3FmjVrMDIygoGBAfT09IQAh8dHL7DBdU8Blpgjl6XXY06QpxfUmeNAjq6RM1Bn11nQwjLVXh9y+bG2xkBezElUJ8qzWVom609uI7+Hxt4909fX1yA7HR0d6Ovrw0te8pIl9fTIgg4/8RM/kev6FA0MDOAtb3lLQ5s8x1spC1SkePVCoWaBTN52cBBD+WB8s3GSF9QAaWDDfeetg1WZZ/m161meOSiTys4A8RcjMy/y+m/aRs2amJ49mUAmFYRL9bn+ToGTFIhJ3XvxxRfj4osvxp/+6Z9G62J02oKZZkiFMmUI8wyI5To5sWd7gqPZIq+OfG8sYsfHNujNYFl97IWjsS1VWUjr9Xp4OZspNcvUDAwMYGBgoOHFa7GIRUrYPEFRp0MX2OszjDiSquBCHV2dPsbTyDTtbACQNzowZW7lq7I83bMzzzfZGIk50lmflaSUsc6KfGUBGTu2tRu2dS87JTYW5+fnA+Cx+9Q5sV0NDcjYbmcLCwvo6+vDGWecgTPOOAPDw8MhmGFrLhQUKA+ynEiPP961+hzWtR6YiS0EVp1iZDrE1o/wi4cBhMXyvD7Jy/ik+izLWWW7oH2ZNWZjTio/h6cllkqlAGQqlQrq9Tp6e3vDiza7urqW1O+5IHaGs+QgNkaynPy81+WlLCBllLqmGSCT91menvF8JQU0WaDG2hwDNkZ5nG0PZCiwYblm8OIBGz7nlZeXuN06tYsBBi/a94BM7JxORVMwY/rdC+LGbNZywG0eEMPk+TZ5n/uCBzPj4+MNC+D37duHoaEhjIyM4Otf/zouv/xyDA0NYe/evWH3r/379+P973//itaDlZ9n8NTxV8E0Wq5Tk/c+vs4GqhpZppgwspDxfSZgNs+5VquF37bdpmWC2MlhYGLPtTqao2NbMusUBX3ZUyx6qORFWvTtvwq2WMAZpFg01dYCWd05As2gx67X+1S5MtCJtcfuMeeyWcXZohMnA90AGsYA/2/fWQ7hyQI2dpwHbKXK4XtNJqxMNbj2okwvK8FlGaip14/tZDUwMIDFxUX09/djZGQEIyMjDWCGM7OsN1Jt52erAfWmgqR0t/LTm36imxQwj7QulpVhIDM7O4tqtRp0JYAlQRdPP6uTGOs/1efsMHnAVMGN9qWVqc81R8h0tb08s6enBwMDAyH7fs455+Diiy9ucJ6eD9I2pUBNCkDmBTV5rj2ZlBfIxP7LA35UH/IYiwEaI11TkwVsrPwY6bUqQ54e8OQ4BmL0ftZ9XlZGyZM5Bhc6tcz0Q14gE1tb4wGZWCDD6sk8zDPuY/ooBWJWyp95wYKZ3bt3495778XevXtx3333hfMf/OAHsXv3bgwNDeEDH/hAmFN+yy234Itf/CIA4NZbb8Xu3btx/fXXr2id1Djwt55bacfFM9o8wLLOeWUwetZ0qd3nZUJMOOx/NmL2fHNyuDydm2nn7N0GXV1d4dummfA2r55Q5uEbKyZzKnj6F7eTFYSBGY6m8sYGrEgABKDEu5TZVDJ74SD3AfOfFZg6csx/2yHIS6236OSSjTcbG3rek38+v1KUR/F7DlsW8GcnwAM0Vo7Jo2VXYs68lckyVSqVQsYSAHp6ejA4OIiBgQH09fWFrGyxWGwwxirvque03jFHJWtKmAZc7MM7K3rTTFQezdmy/y3AYVPLDNBUq9Ww6YnJNuthD8xkORPqHHhAhv9LTTHLw3MuxwJY9uJNm2ZoANYCAs8ncf9mgfwYoNFy8j4z7/XNUh4g0iyQyVPP2HjTrEoM0PCYyrvQv1Dwp5ZpvWMBDe+cl6HRaWV8Tq9lWx4jth8sjwCiQEZ3HzO/KAvIKJjhMnS2S0zmVU7ygNrUOQ/EMJ1IVgZ4AYOZ66+/Htu2bcPevXsbzl9zzTW44447Gs7t3bu3IXuzbds2fPzjH19xMMMUU3ze98l4tg0uL0KcAjkszKZ0vKlXbPTsPv6t8zlteplFEdRx9yIvDIRsqhq/ryAmlKroYk6NOjMGZuw9NpZFMYOr80+B49ND2PkwMKM7sHF2RgFNpVJZktVhPra1tYXpewbmUqCmRc8feY41UyrQsZKUcrI8R92+eQzZdZpd0fIsEGHTHA108316v/2en58P49nkx/SPTUeyKUg29nlXw5jDmcepT2Vldboot5PL4HtZT8amgLF+5oAIgxn7bXUwJ1/HiYKZlFPhASAmnmLGdfWyMikb5oEaBkpmCxYXF1EqlXDmmWeGjQFeCOTVnY9j8pxH3pp5frP3nAgIagbINPscz0nl8RMDNjGdBCxd6M++Q576AEu3BlZZ0indfE6v8eTdA0kxUv/H7DmAJX5NM0BGz2WBGQUxMXn39JD6ljFgEuM7Xxv7zysvL71gwUyK9u/fj/Hx8fBuhn379mFkZCT8PzIygn379i27/CeeeCLXdSnHstnzzRAbpeVGZEwI1bjrFCoWhqeeempJWzijUa8f26bTMjTcXhUAvVd3M2IH3nPk1bB7II55pFkZBhimOLkuJvg2FUzBTFtbW1gL0NnZGZ6fAjO2NSmABhDHi6Pto1PtWNHZfHPbNKBFK0d5ZZ8pBgBiv08U5HiRR/vWDz/DM1RPPPFEw7jVerGjwQbYIvCx6RbsCHR2dgZAY7v21ev1ELG3Mc+BDC9iqEYwi0cKZDQrq/LD0zqA4xFZXdvGUWHVP8pf1jumB0yHcIbXAIDqH0+fxdrLxymAreNPnZoUkImRBqg6OztRr9fDFOIXCqUCDU8//XTDtcsFD8sBAyd6XZZDuBLPUDpw4EC4JzUuPWDDoIavi9lxbxezPPX3dKLpBgAN+kt3ZmSdthJAxgvKKJDxpomZX+JlZLKAjOdDeUAmS+ZZv3ngRI89PZ0aJytBpySYGR8fx5YtW7Bz507cfvvtGB0dbboM25rZ6I1vfCOuvPJKdHZ2NvU27jyK/0QAjL1F+EQoNbBiUy8ALBGIQuHY4v++vj4AjQbMIqkKVmLggq/hbIgCFy2Do6nmEKlA2hRDja7oIn0DGpre5oxIvV5vWNTPWyUzX+3ZHIU158WisfxOCQNApohsql13d3cAM+rcscJj5bsS9PnPfz66RfnzSbYls9FKbs1sdO211+L7v//70dXVhd/6rd864fKZUqAm63qW/SwnNivSpc/gazo6OtDd3d3w3hqdihALKCh48ZyAhYWFhmi93cOAnjf8YNCkDk5W++644w7s3LlziX7jBfi80yA7URy9BI6v82E9YfrDq6P2IWdqecqpvUzUdA3zQDc+8XitfZ81HrheVmc+d+edd+L66693M7+xgFEMwKs9OBHbZ1syG63U1syf+tSnQv0vvvhibN68GbVaDbfeemvDtc3o1pXSw1aOvatnJZ6ZBwAvt3zbAKSZ9sdAjQdoPGATo/3792Pz5s2h7l6Qh7MGKbDi6TL95G2rB2QsiKFTy1jv6jQyvj4r8JsFZOzzta99DVdccUXUTjUzRmL6KcYvPqczjB544AHcf//94fcLcmvmW2+9NQo+tm7dine84x3J+/n/a665BjfffDO2bt2K8fHxpuoR25r5Qx/6EKampnKXY4OStxK18/yt9+Qps16v413vehd+53d+J3d9mNSZ58FjkcJyuRxeZDc9PY1KpRKiqd3d3ejr60NfXx96e3tRKpWwatUqrF69ukHx2Hx6Nu4aXbX66Fx1FepYNJKnphiY8Jwt4JhDs2PHjiXCxNNEeOoIT/8qFArB+bJ2cebKymSAZPcZ8DEQMzs7i5mZmfCCOIsEW7nMN3NmDMRoVkaVkDmC7ICeCL1QwYy+B+pkbs380Y9+tCnZN2JFrBFw/ngp/ZS++IVf+AX83u/9nhuE8IIR3sJxfY6VwUbc1q1oZobXyQDIlFHPQTBZbW9vb9gEg2VXt2G38vjbjnWqhvLYZN+rkxfU0MAKOzuWleEsrrXBm3+uY8LAEIMofp8Ugxh7NwsHMVK8Voo5FXqt57Ts2bMHO3fujF6n4CWlb1g/2fhZLul7oFZia+bBwUG89a1vbdDjAPDDP/zDmJubcx1gI71Hz3tjVq/R+2PXfulLX8L3fd/3RZ/j1cX7X22u93+qrbHzdmxBOAXNeWwSgxpg6RQ0lk2+J0aPPPIIzjrrrCSfPJ3A1/D/uj5G+ZTKyrDOVBsA+GtkFKh4WReeLZP6qG6KAZp//Md/xJVXXrmsoENKNrJkIfU/cHxLZqMX5NbMJ7LL2N69exsW+gPA2NgYdu7ciXvvvbfhnE1Ba5ZWr16N1atXLzmf5ezxFAF1THQzgjxgxtL0vb292LJlSxjEPBUsixYXF7F7925cd911YWoUcGwAzc/PY3Z2FtPT05iYmMDExER4K3etdmzR7je+8Q287nWvQ39/f8PiXB6ADCJYWP7qr/4Kb3zjG8M5TyGwgKsj8+d//ud44xvfGEX1fJ8KsZXB38x3Vi5G/Jx/+Id/wGtf+9pQR7vHAKYqJlaMf//3f49t27ZhdnY2AEUDM9YHtrbI+tjK+spXvoJ/+2//bdiW1lv4zHxvb29viHQ/X4DkRJ/7QgFSa9aswZo1axrO3XXXXZkv1gQas3PA8TF21113YceOHckInV3P9wJAb28vzjnnnCiYYQdd173dddddePOb37ykXgwyFNSzcf6bv/kb/PAP/3DDOFdZjQGaPXv24E1velNw2rmt3g6Cnuy/6U1vWlJnAxt2D5fDDlDqo7xi+pu/+Rv80A/9UHimZVlnZ2eXbM3OOzqaXv77v/97vOY1r2ngsQIZDmhYtqpUKuHLX/4y3vSmN4U1Q6mpduos3nHHHSETzTxLkQeivT6NkZW/e/fuAB6XQ3nlayWJ22hjymwc2437778fL33pS8NvtSkpUPOtb30LF1xwgWuHPGCj/dXZ2RmmzsdASsxR/+53vxv0hoIZdchVNgDgscceWwIKvG+PnnjiCWzatKmB13yf/eZvu27//v04++yzATQGRj0bzuQBNwV5nh7g+5588kls2LBhCS9SQMbo0KFDWLt27ZI65gEyhUIBTz/9NM4+++wl2Rm+TsGNnXvooYdwySWXuNkZLSNmf5YLZL72ta/hFa94Ra5xovz75je/iUsuuaTp56bo+dsfcRm0ZcsW3HTTTeH3fffdh127dmH79u3Yv39/OL9v3z7s2rVrRZ/NU108smkE3rate/bsafidZWgMbGjkkLMFWWXYNXv27AlOBU+jsGOLrPDWyD09Peju7sb/+3//z40SqoB6kYH/83/+T3IhmhdJYIP9+c9/vmGOu/d+Bl5Ma1FTjaYw6TN54wGOgHzlK18JPGe+mfPB00E4+ri4uIivfOUrIeM1MTGB8fFxPPvssxgdHcXRo0cxNTUV3oKuWz1/+ctfzq1guC+NssboyaITfe7zVe88xNNcUuQBmULh2BSeVH/GIlep//U5GuFrb2/HX/zFX4QxqzKmzrFmdWq1Gr7whS80yFBM5nmNhx1//vOfj768TbONKvcm+5pBZV1gupEX9HOQJ+aAqO7SzAEHydSp8bJdyocvf/nLmWtdTOdqRuZLX/pSwwYIzKPY+LD67dmzZwmo9drP48bjhwesvefyb8+25bFNRnnlayXJs2F2nmXkwQcfbPjtOafcP/zft7/97ajj6JXhjZlUoEOPmR555JFcfIj11eOPP95wjfcNLH15ZK1WwxNPPJEch6nP448/3gAWNOiiwQjLfPI6Nt2QxAv2eNstP/XUUw160LufzzHveOozAxn7rUCGx1J7ezuefPLJJT5SnoxMW1sbHnjggehOr57O92xAitRWcLvvvffeKMDNsmE8hWylqFBvRvM8h7R371588YtfxG233YZbbrkF27dvx5YtW7B7926MjY0BOLZ2xjI9e/fuxb59+7Bly5Zc75m58MILsXXr1tz1efrpp7Fx48ZlteX5uvf5fPapWu/n89mtemfTI488goceemjZzwKak/1Wn5w+z27V+4X97FNJ9k+XPnmh3Pt8PvtUrffz+exm780j+y9YMNOiFrWoRS1qUYta1KIWtahFKTqlppm1qEUtalGLWtSiFrWoRS1qkVELzLSoRS1qUYta1KIWtahFLTolqQVmWtSiFrWoRS1qUYta1KIWnZLUAjMtalGLWtSiFrWoRS1qUYtOSWqBmRa1qEUtalGLWtSiFrWoRacktcBMi1rUoha1qEUtalGLWtSiU5JaYKZFLWpRi1rUoha1qEUtatEpSS0w06IWtahFLWpRi1rUoha16JSkFphpUYta1KIWtahFLWpRi1p0SlILzLSoRS1qUYta1KIWtahFLTolqQVmWtSiFrWoRS1qUYta1KIWnZLUAjMtalGLWtSiFrWoRS1qUYtOSWqBmRa1qEUtalGLWtSiFrWoRacktcBMi1rUoha1qEUtalGLWtSiU5JaYKZFLWpRi1rUoha1qEUtatEpSS0w06IWtahFLWpRi1rUoha16JSkjue7Alk0Pj6OoaGh8Hvfvn0YGhrCyMgIvv71r+Pyyy/H0NAQ9u7di/3792NkZAT79+/H+9///mS5a9euxcjICOr1esP5QqGAQqGAtrY2tLW1oVAooF6v4+jRoxgYGGi4BgDq9TpqtdqS80wTExMYGBhAvV4PH6N6vR7usectLi5icXER9Xod09PTGBgYCPVpb28Px1yG3aNtmZycxKpVqwAAtVotPK+zsxMdHR3hmdpmADhy5AjWrVuHhYUFzM/Po16vh3u47QsLC6hWqxgdHUW1WkV3dzdmZmbQ19eHjo4O9PX1hXbPz8+HsgqFAnp6egKPa7UaZmZmUK/XMTMzg/7+ftTrdczNzWFhYQE9PT1ob29HtVpFvV5HV1cXZmdnUavV0NHREXgzPT2NtWvXoqurCwsLC+jo6MDi4iIWFhZQqVSwuLiIzs5OAMD8/HxoU1dXFwDg0KFD6OvrQ1tbGzo6OkL7y+UyZmdnUSwW0dHRga6uLrS3t6Ner6O9vR3t7e2YmZnByMgIqtVqeBbz1Kijo2PJeJmYmAhttP6o1+tYWFgIn8XFRczNzaG9vR3FYjHw3v4bGBgI9bNy7Bk8Zu2+Wq2GQqGAubk5jIyMhDZZn1i/8NixuhkdPXoUQ0NDDdcvLi6Ge2xs2z08jguFAo4ePYrh4eFQN/vmZ9tzR0dH8cwzzyyRsWboRS96EVavXo1qtYpqtdpQP3uu8W9iYgJDQ0MN8mH1KhQKod/b29sbZAIA2tvbMTo6ijVr1gRemKxaf1m/sOzZ8ejoKFavXh36LcZT7Y9arYbDhw9jcHAw9IWNORvrrEdY/qz8I0eOYHh4uKEv7Tqrsz3X6mf3j42NYWhoKMiPffh6vcfGVr1exzPPPIPBwUEsLCwEnqluMn4wD+v1OsbHx4Ou1TpyX6n+XlxcDPXmvmJdzfdY3Zkf09PTGBwcDNd7fczPtzovLCxgfHw86Mn29vbALx4vtVoNbW1tQXeZXpqYmECxWES9XkdnZye6uroa9As/i21LoVBAR0cHyuVyGOPGJ7UvhUIh8InbPD4+juHh4XAf81ufZ2WxbE9MTGBwcLBB57C9aW9vD2169tln8cQTT+QT8ggNDQ1hw4YNmJmZQaVSQXt7O0qlkttXk5OT6O7uxvz8fOiTYrEY6mp1s3E6MTGBmZkZDA8Po1KpBH/B9IFdx+PAyjL56uzsxJEjRzA+Po5Vq1ahs7MTtVoNR48eRa1Ww/DwMHp6etDW1hZkx/SYjcfJyUkUi0V0dnYG+9TT04POzs4lvoLZilqthrm5uWB77RldXV0Ndtv6wmzp0aNHsWrVKnR3d6NQKGBsbAz9/f1B9q1P1f7Z787OThQKBVQqleAnMdlYsPEAHNNjpVIp8AAAqtUqDh061FCXrq4uLC4uYn5+HrVaDV1dXYEHJk/t7e3o6urC448/jrm5OaxatSr4C/af9TX7SwsLC5idncXs7GyQe+PjzMwMpqenMTs7i97eXnR1dWFmZia01frD+Ds9PY2+vr4GOz07O4tSqYRSqRSeb21lO2S21/htcmV9Njc3F/rNZP3w4cNYu3Ytenp6MDMzg4GBAczOzoZ6zc7OolKpNLR7bm4ObW1tKJVKQf+Mj4+jvb0dc3Nz6O3tRVtbWxjj3d3dKBaLqNVqqFQqqFarmJqawuzsLLq6ujA/P4/h4eEwlubn57GwsBCeuW7dutAPi4uLOHLkCA4ePJiU7RcsmNm9ezfuvfde7N27F/fdd184/8EPfhC7d+/G0NAQPvCBD2D79u0AgFtuuQVf/OIXAQC33nordu/ejeuvvz5a/sjICHbu3BmExBRMZ2cnisUiSqVSGMgLCwv47//9v+Ntb3tbg5DWajXMz8+jWq0G5WBGgAfmn/zJn+Anf/Ing+KxDrdO7uzsRHd3d3CmZ2ZmMDc3BwD4i7/4C/z4j/94GNhmqNg5XFhYwNzcHObm5hqEsK2tDbfddhv+w3/4D2hrawvPbm9vR19fH3p7e1EsFoOQF4tFFItFAMec/F/8xV/E7/zO76BcLmNqagrt7e3o6elBtVptcPTn5uYwNjaGu+++G8888ww2bdqEL3zhC9i2bRsuvPBCrFmzBmvWrMHMzAweeeQRDA8Po62tDUePHsWmTZtQKBSC8/L0009jbGwMn/70p/FjP/ZjqFar+Jd/+Re0tbWhr68PL3rRi7BmzZognAcPHsT8/HxQpHNzc/jLv/xLXHzxxRgZGcHq1auxevXq4DCMjo7i0KFDOPfcc7Fx40ZUq1XMzs5icHAwAKc/+IM/wK5duzAyMoKhoSFMTk7iyJEjeOqpp7B//3489dRT6OnpwfDwcDCuF1xwAS666CJ86lOfwpvf/GY8++yzaG9vx9TUFHp7e9Hf34+FhQV0d3ejWq2GvjaFU6/XsXv3blx++eU444wzwlg5dOgQSqVSUJBdXV343ve+h4GBAWzevBkLCws4evQopqenceDAAbz+9a9Hb28vOjo6Ao+MzEkxYDY1NYXFxUX09vbinnvuwTvf+U4MDAygVCqFcVWtVjE3NxfGjjlA7FB9/OMfx0/91E81yESlUkGlUgljslQqoaenJ8iWKcW2tjZ89KMfxc///M83KGt2HNkY/t7v/V5TesSjNWvW4N//+3+P8fFxHD16NCh7MzYAUCqVUCwW8Ud/9Ef4uZ/7uWBAOzs7g3MJAD09Pejv7w9G30AncMxR+E//6T/hQx/6UHA4KpUKZmZmMDk5idnZ2XCdybWB1J6eHvzGb/wG/vN//s9oa2vD4uIiyuUyyuVyg4xbH3PdqtUqfuVXfgXvete7UC6XMTMzg8XFRfT392NoaCjIvbWZDYo5nr/6q7+KX/u1X0OlUgmG2RwuG0s2ngzIWb///u//Pm666SZ0d3djaGgIQ0NDDc6VtdXGuI0v08M333wz3vWud2Fqaio4ImxIrQ7T09MYHx/HwsICisUiCoUCPvnJT+InfuIngqNn93V3d6Onpwd9fX1h7Nr4Mh3/wQ9+EL/0S7+Eubk5VCqVBjBlzzSjW6lUUC6Xg0MEHLNZb3jDG1AoFIKDXC6XMT8/36BjrZ86OzvR39+PWq2GP/qjP8KNN94YAEmpVEJHR0ewL2anenp6UCqVgs4dGxvDX/7lX+LlL385gGN27YwzzkBvb29DX9m4KJfLqFQqABCev2fPHtx0000NDrs5fcZHAGHcGz/a2trwsY99DO95z3saAJiNCQvGmS3jINjs7CzK5TI+8YlPYOfOnejv70dPT09D0Km9vR39/f3BMfrIRz5ywrI/ODiId7/73XjggQfwne98B4uLi9i8eTO6urqwevVqrF27FkePHsXCwgL+1//6X3jZy16GcrmMBx54AC9/+ctx1llnBX02MDCAM888E+Pj43j22Wfxf//v/0W9XsfrXvc6fPrTn8bb3/724IR2dnZicnIS4+Pjwd6Z485Bq2KxiPvuuw933nkn3vKWt6BcLuOxxx7D4cOHcfToUXzf930ftm7dilKpFHg1NTWFAwcOYGxsDJ2dnfjHf/xH7Nq1KwQhOjs7g8N76NAhjI6OolQqobe3F2vWrEFfX18oo7e3F1/4whfw+te/HouLi1izZg16e3tx5MgRjI2NoVgsYnh4GOVyGePj4yiXy7j00ksxPDyM9vZ2fPSjH8VP//RPB+BhOoXHRVdXVwAc/f39KJVKOHz4MH7v934Pu3btwjPPPIOenh6sXr0azzzzDI4cORIc/N7eXpxxxhkBQBu4n5iYwP/8n/8Tb33rW9Hf3x9kqF6vY2xsDOPj4xgZGcHatWvR1taG2dlZzM/Po1Qq4dChQ7j99tvxile8Ai95yUuCDmxra8PQ0BAqlQq6u7uxevVqDAwMoKurC5VKBQcPHsRTTz2Fv/qrv8KP/diPBXv/yCOP4L777guyNDw8jPHxcVxwwQWoVqvo7+/H+vXrA8C888478brXvS4A2/n5eTz99NM499xzsWbNmmCTZ2ZmwngxIPcHf/AH+MVf/MWg36ampoLeXFhYwNjYGKamptDd3Y2Ojg489dRT+Md//Eds2rQJGzduxNe+9jX80i/9Ep588kk88cQTWL9+Pb785S/jyJEjeP3rX48zzjgDXV1dePLJJ1EqlbBq1aowrj75yU/i3/ybf4PR0VH09fWhq6sLhw8fDkB8y5YtKBQKAUCZzTh06BD++Z//GW9605vQ19eHZ599FmNjY5iZmcEDDzyAgYEB/OiP/ih6enqCP/HJT34yU7ZfsGDm+uuvx7Zt27B3796G89dccw3uuOOOhnN79+5tyN5s27YNH//4x5NgplarYXp6GtVqNThnhgItQmIAZWFhAZdcckkwjiZEdr2hfxtAFtm1cl760pc2RK5Y0CcmJkKUwZQaR4gswmBGTCNmdp0BMXOIDPBcfvnlIZtgRtsAjTkybLTMOHd2duINb3hDcDqMRzMzM8FBt+csLi4G5/6pp57C6OgozjzzTExOTuKf//mfcfbZZ4csBSvPjo4O9Pf3Y2RkBB0dHRgdHcXatWsxODiIV7/61SiXy3j88ccxPz+P2dlZDA0NYXBwMESr+vv7cc4556BSqeDQoUPo7+8P4PD+++/H2NgYzjnnHLzkJS9BR0dHiNgODAxg1apVGBoawujoKIrFIqrVanjW5s2bMTc3F6IIi4uL6O7uxpo1azA4OIhnn30W09PT6O/vx9atWzE6OoozzjgDQ0NDuPzyy1Eul/Hwww9jcXERa9euxdDQUIhWtbW1YWZmBuPj45iYmAhteeSRR9Dd3Y3vfOc7+O53v4uxsbGgPAYGBjA5OYkHH3wQ69atw4YNG9Db2wsAQVmuWbMmgC+O4HPk25R0pVIJkZhSqYShoaHg2JjSUyeOZcMiMOYgXXjhhSiXyw3Rds4S1ut1VKvVhgwGZxNe/vKXB8Ns5zhzaOdM/laCTEaLxWJDpBQ4nsGo1Wq47LLLGs5xkELbY20w0Fer1XDVVVc1RMLt2Sw7RiZnrCNYJ7AzacZMM6bW369+9asb6sg6isGY1ceeb2255pprUCqVQp04q2bfXrato6MDr3zlKxvAi+kTzgZ1dnaiUqmE+lqd2tvbcdVVVzXw2ssk2Rgx+TE+MiC2rLFF1u0+0132MTB49dVXh2yyBWo0S9Pe3t6QJbHP7OwsNm/ejLGxMdTr9RDBN5vAWZyZmRnMzs4GOevr68PFF18cZKJWq6FcLgddbv1r9TTH1/r3nHPOCdkNc7Y0a1atVhuAhY1b45eBLSPjp9XZAhvz8/Ph/mKxiCuvvDLcx7yy8W8yzfbNQH25XMaLX/xiTE1NhT42m9fT04Ourq4gn1yXE6H5+Xk8/vjjIShgzr45qxb0q9frOO+889Db24vvfve7OHz4MB599FEAxwIdlm21oNT4+DiefPJJrF27Fg8//DA2b94cAoBW/+7u7hCp5mwV99PBgwfR1dWFwcFBnH322Th8+DCAY8GysbGxoPdnZmYCvwYHB/HMM88EZ/+CCy7A4OBgeK4FkThKbnZycXExOMmWpTr//PMxPz8fgme9vb1hnMzPz4cAwvT0NMbGxvDss88GcHLZZZcF2TDZZgCsmVqT3cXFRVx++eWoVCo4fPhwALAcvJmdncXIyAgGBweDXbaAWHd3N0qlUsjwm77r7u7GwMBAuJb16+zsLObm5vDwww9jcHAQ27ZtQ7FYxMGDBzE7OxtsofkfNk6LxWIIdtRqNbzoRS/C6Ogo5ubm8Mwzz6CzsxPnnXceNmzYgOHhYQwPD2NiYgKLi4v47ne/i7m5OYyPj2P9+vXo6urCRRddtGRmgwV8C4UCent7MTMzg7GxsQZ/tVQq4ZJLLsHk5GSQPcuqGM8GBwfR09OD+fl5jI2NYX5+Huedd15DUMYCSt/73veC33HppZfixS9+MYaHh0PmxbKUzz77LKrVKs4991zMzc0FIFMoFDAwMBD0/RNPPIGDBw9idHQ0zIJ69tlncd555+Giiy7Chg0bMDQ0hIGBAfT392N0dBQvetGLUKvV8MQTT4T+Ml2cRS9YMJOi/fv3Y3x8HNu2bQNwbOrZyMhI+H9kZAT79u3LLMeyGZbi42geG9OFhQVcdNFFQaCBRsVtit4cfYv0WkT+sssuC0JnxI4fgPBMO2e/29vb0d3dHYTb/mcnyK6xiDpwXPFffvnlmJmZwcLCQlAAlgrl6QDWfuCYIujq6sJ1110X6mFGkDNRXV1dGBkZQX9/P8bGxtDd3Y0NGzagXq/j4osvRm9vL6rVKh588EF84xvfwLXXXhsilgMDAwEAjIyMYG5uDjMzMyFy8cpXvhL3338//uEf/gHd3d3o7+/H2rVrUalUguGuVCoYHx/H4OAgzj//fJx77rmYmprCn/7pn2JkZASPPPIInnnmGZTL5QCopqengxOwf//+MJ1mZmYG3d3dmJqaQrFYxODgYFBalpEy/m/fvh3/8i//gm9961tYXFzE9u3bsXr1aszMzGDt2rX43ve+h46ODjzxxBMYGxsLfDKBr9frKJfLmJ6eDuPQFPWZZ56J/fv3Y2ZmBmeeeSZWr17d0McAsHnzZqxZsyb0s00xWLt2bXCkLIVt49ecRUuNm5Pa29uLgYEBdHR0oLu7O4xTA7VslAzMGCi2LMNZZ52F8fHxoGTNadEpHOxcsoO8bdu2huymOVqcLeFo8IkSO1fq+BkvjT+XXnppwzQ34zkDK07tmxE1R/W1r31tQ4Rf68HyqtOt+D/jpzklPEWFnVuT49e+9rWYnZ0NfLdyDIBqAMP6zOr1gz/4gw36DkAIzvDUJQZz5tS+8pWvbJjaxPW13wACjwwAGtB69atfHaZl2HjgaYl2n0V4mXfAsfHOmUMr2wx3oVAI00gNZHV0dOAHf/AHgxPAUxysXjYmarVayDAaP6vVKrZs2RKyWOqIswzZp1arhekkl1xySZATy2iaI2n8Nfmx+llG0LI71h51FsvlMsbGxlAulwEczzpaG6zvDCgxL9nGmaNkDl1nZye+//u/P9gVc9CtHRzhtrHHY3RhYQEXXHABADTIDY9tu8f68kRpdnY26Pxnn30WlUolzBzo6+sLQZfJyUm8+MUvxoEDB4KzXiqVcMYZZ6C7uxvDw8Po7u4OY3J8fBwbN27Ehg0bMDk5ifXr12NychJ9fX3BKbaPZePHxsbQ0dERpiaa7jQemJz29vaG583OzoYxbMFI0wt9fX0YHh7Ghg0bgnyxbM7NzYUoeFtbW7B75XIZxWIRa9aswYYNG9DW1oZyuYy5uTkcPnwYnZ2dOHz4MMrlMtatWxdsggXkjhw5gq6uLpRKJbz0pS8FgDDtkQMXrMMtCGH6tlqt4vLLL8fhw4exuLiIp556CoVCIYzRcrkc2jY4OBjkzvwAy3Kz3jFe9vX1YX5+PoxDG6OWWZqcnMTq1avR0dGBNWvWoLu7G0899VTDbIhCoRB0kgU0Ojs7sWrVKrz0pS/F+Pg4nn76aSwuLuKyyy7D2Wefje7u7qC3LMNjfsf4+Di+9a1v4dxzz8WVV16JoaEhjI+PY25uLvhnlUoFzzzzDA4ePIijR4+iUqmgr68v9AEAXHTRRWFmhuk0AMG2WbDaxpJligcGBkLm4+jRo3j88cfR3d2NSqWCF73oRXjNa14TZJKDM4VCIUyjvOqqqwJAOnr0KB599FGMjIygUqng6aefxsDAQPC5TC4GBwcxPz+PTZs24cCBA1hcXMSZZ56Jiy66CF/72tdw6NAhFAoFfPazn8VFF12ECy+8MGSJs+iUBDPj4+PYsmULdu7cidtvvx2jo6NNlzE1NYW//uu/DsbrwgsvxHnnnYeFhQXMzMw0AAYTAJ6XyI6LOXZzc3OYmJgI0w9sSocZGJ7Stbi4GAyKgR9zVg2JdnR04OUvf3mYXmHKyZQ6OwWm1Ow8GyWLqJmSNBDHTo4ZDI7w2jmbsmZAxjIZjJp5bUpbWxseeeQRXHDBBQHcHD58GEeOHAnG2TIjnZ2dwREeGhrCgQMHwvQnc5ZLpRIuvvhinHnmmdiwYUNwTLq6ujA1NYWzzjoLq1evDoLzohe9KIC3Wq2GJ598Elu2bMHi4iK2bt2Knp6eoAC6u7vx+OOPh7nUHR0dWL9+fVD+R44cCfVctWoV+vv7A8CYm5vDU089hbGxsQAuurq6sG7dOszMzODIkSMolUphSp8pqeHhYQwODuLRRx/FkSNHUC6X0d3djU2bNuHss8/G6tWrcckllwRFDBwDkRs3bkRHRwc2btwYIm82lWViYgKjo6NhjQdPyTGFb0Z0bm6uIbpTKpVChJWdU3XgzQGzCP/U1FRD5MyiczYPm519jkTaNBcex1amjUEr82tf+xr+8R//Mcjt0aNHm5Z1paNHj+JjH/tYcLouvvhiXHbZZWHMGVA3J4SdMZs2YkredAQ7qAoUOOJmvDWHlB19IwMuV111VThnDovdw9kCDcQACA4n6y373yKKXD8vY8bTWE2+zUFn59z6zMAKZyLYgbfy7byNx5mZmTCdjMectZfv00CTzT03PXzxxRc36G3WzQaueYzauDO9zBkgA6GmPw1IWBZhbm4uyB5njThrb3zkaTYAQtbL6siZIwNfHOgyfti3OXkWtTWZ4rFUr9cxNTWF8fFxTE5OBp1t8/gN1LziFa8INoTba21mXpoTZxlemw7X0dERpqJaGxRIA2iwhdYe7lOehnjvvffia1/7Wuj7lZD9iYkJ3HXXXcG5PPfcczE8PBxmLli2ulwu4+DBg/je976H4eFhvOhFL8KZZ56JoaEh9PX1YWhoqGG9y+joKNra2tDb24u1a9eGMWttM+BhwYj5+XmMjo4GuQEQnM/BwUFcfvnlDet4AKCvry+MZ5u2a9OWV61a1RCFt7HO0wuPHj2Kp556CpVKBWeeeWbIHFoWxsqq1Wro6+vDGWecgcnJSYyOjjYEZGZnZ/Gd73wHtVoN69atC1PkrU8tWGCyXyqVAgAwOTE/ampqKjjaBtJ6enrw3e9+N0wFO+ecc7BlyxZ0dnZiZGQkTKey6akGlC699NIG/WUA3MacZZOM5zbtc3h4GOeeey5Wr14dZii0tbVhYmIC3d3dASTYdLW1a9c2zEyp1WohO3LBBRdg69at2LhxY7D3lv1rb2/HyMgIFhcXcfjwYTz55JNBDru6ujA3Nxdk68EHH8QDDzyAF7/4xVhYWECpVML69euxbt06vPjFLw7jwnyUSqWCycnJwOuOjg709PSEqWYTExOhX6yu5XIZa9euxde//nXMzMxgw4YNWFhYwMaNG1Gv18N023q9HoBZtVoNvoVlbKamplCv17F69Wps3rw5ZHh6enqwYcMGbNq0CX19fejr68NZZ52FI0eOhKzYQw89hKeeegpnnXUWZmdnsW7dOhw+fBibNm3CE088gcOHD6NWq4XAb4pOOTDzjne8Ixxfc801uPnmm7F161aMj483Vc7Q0BDe8pa3NCwsMwNiUWKe9sJRLwYzFmHiuatzc3NBqC1iwBFAjgDzNAKOSNuzX/WqVwWHygy9CSanbs2omALRKKYNhs7OTlSr1ZDG7+npaYjsTk5OBgeCU+RWhilgU6QLCwuYmJjAY489hocffrjBQJkh27x5c9hIwIRjdnY2ONkWcbBI/NTUVEiv9vT0YP369QAQ0rOWkrTsyeTkZJivOjo6ivPPPx/79u3DxRdfjCeeeALPPPMMvvnNb+Liiy9GW1sbDhw4ECJd1h/Gb1vXMj09ja9+9asBNNjiXHO4169fj0qlgvXr14epXcaXrq4uVKtVrF+/Hueff36YH2uL6MxorF69GmeffXaYE9ve3o7x8fEAhiySak6OKVXOKBhos2mWc3NzIUNXq9XCuLDxzcfAcSf0iiuuaJAPdr6tLDN8FgmbmJgICtjm6POce54+wdOczOmxutj4MyNs1xUKBVx66aV45StfGWTg1ltvbUrOPRoaGsL73ve+EHgwXrAjylObjK/z8/MBIJizalFpa6PxjKfYsAMPIIBsAEHuNCNjU73YoTVdYc+xb54yxX1mesEcKXaM1EnlaWJWjoESW1dmss36R8nK0EyR9acBQ8sQWrbEIqfGA43iG9Cx8W+8MN7YtKWLLrqoAQiYQ2Nj3yLsppetX8w55GlwzM9CoRACRjy1jTNdFr20sWJ1Mz1r5XOm1Npq45unj9VqtbDmjPtM5cr4bqTTGu0aDjKYQ1ksFvEDP/ADDdPiTMbt2Wb3LNPLswrMjhlILBQKwaZa23isWT/aujCTMc5cWB2vvPJKfN/3fV8Yo7/7u7/rC3QTZLMFLrvsMvT19WHNmjVBJ9l0zNnZWYyOjuLhhx8OwZ+zzz4b69atC9P/uK9tTD3zzDNBfsxeGP8to2UBJhuLBtJsCtri4rFNXL7/+78/rK00Gejv78fMzEzYIGPDhg0BtJRKpTCNcG5uLkz54dkcBw4cwPz/j7w/i5H1ytLz4DeGHCMzY8wYcp7OyTPxkDwsFllVza5uqWBDECS0ADUagnSjC8MQBNgXBizI94ZRLUsNXUhwty8sw4AN2wKMvrAgqSmou7qqWEUWyeIhz3xynmIeMnLOGP6L1LNyRRRr6Cb/H90/P4AgeU5mxPftb++13/dd71r78lKpVMoyUcyL7e1t7ezsWFweHR1VNBrV8+fPtbW1pfHxcY2PjysQuGp0USwWdf/+fd27d0/tdlupVMpIQKvVUiQSsfeGUOBJMjZzj78QkgcGBhSPx7W3t6fDw0NlMhkTHBgzrJrMsYGBAd25c6cnTrFPUROI+OAbM5ydnSmdTlv96eHhoaQrsWF6elqxWMzm/cXFhV6+fKlisWgWsaOjIz18+FDlclnvvPOObt68qaGhIcMwxA2f0Y3FYpqfn1c2m9X+/r5+8IMfmKOHelkyIJKUzWY1OzurdDqtmZkZLSws2N7LGBwdHfXsqZ1Ox9YwtXWQGdasJKubIfvHO8vn82o0GhofH1e5XFa32zWCFolEbJ1gd5yamrI9f2pqymprmO+QRuz6ExMTOjs70+PHj43YDw8Pa3d3V2dnZ3r11Ve1urqqTCajfD7/l7tm5vOud999t6fQX5Kq1ap++7d/Wx988EHPn2FB+0UX4FlSDzmAUaPmsXkCEj2x6N80K5WKBa50Oq3x8XEDzJ6MSL0eda9IAqakn7VY+J/j3z6l6IEDv4d9C1Uuk8n01D/wXHQko0sWkxPAcXp6asCH9OvIyIgqlYpOT0+VTqcVDAYVjUYVi8WUy+V0584dBYNBbW1t6fT01BYVn9Futy1tHAgELCg3Gg0dHR2ZvYtAc3R0pPn5eVOTycYQAEKhkJaXl9Vut3V0dGSBd2dnxz6HLEIqlTKPvC/Ex186MzNj402nMVQWwND8/LzV3nAfo6Oj5hH1iiyF0N5mlclkrAMLJBM//e7uriKRiGWdRkZGeoANoCMSiVjRP93gAIceoLbbbbMGEFgBVr6biP98gCGEHRAKQJRkVheUQUCTz+p4awn/ppOYvyDBWOHYGH2DjC96+TXirTvYC73ViNT86empAQRseRBxspWAbtYmGwNj4G03gHGfvfB+7v7Y4IE+QNcDWWKK72rERsqc5R1zH/3d3LxNlaYBHpjyzsjOQKb8PfN8KLWAMeajt5ax2XoV33+WJ23EHe6lv37Q21+9HYlxpzsPRBsg7ol0q9UykApp9ePIOLGWfDYuFApZxuPs7MzACcBwbGxMo6Ojkq4zXT6Twdh4oIHoBakgm8/v+ffMvPaEenBwUGNjYz3kiv3OW3gQPMiE++YHOAa8XY7vZg4wJ7gX9h3mKs/LeDK+4+PjPV2QvK3PZ8kQ+3jOL3IRMz/99FO99tprFvsBts1mU7VaTfl83vaJGzduKJPJWIwOh8NmzTo5ObGMEc/m7bbs996axByo1+sqlUoaGhrSwsKCPbcnhlidK5WKxSUcARMTExYXIQrsh4BIsEypVNLHH3+sbDarbDarQOCqMyT3l8vlbH/nfY+NjSmVSqlcLuvp06dKp9NaXV3V6OiolpeX9eDBAzUaDduDKLxnXvHOsJlh6SJLxFghEiDgXVxcGHGcmZnR7du3NTMzY3GPrljeSun3HQr0fT1ht9u172buNptNNRoNRSIRjY2NqVAoqFQqWSyMx+Mm0vnGI1j9arWaarWastmslpeXtby8bO8H2zripo+XY2NjOjo6slqalZUVjY6Oamdnp2cfDofDJt7yrukUS52TJMuasB8QV5vNpsUB77iBrOTzeattnp+f1/j4uP7kT/5EzWZTb775pn1OvV5Xt9u12hjGlyZCg4ODPXvixMSEjo6OVCqVzObPMyYSCTUaDSUSCXMtsfe1Wi19//vf12effabNzU2NjY1pYWHBMnC/7PpLRWaWlpb0X/6X/6X9/4cffqjf+Z3f0Xe+8x39o3/0j+zPP/roI/3O7/zOL/wsVADfas6TBgI6qWSYNeqxL1BGAaVoj1aZ2WzW1Dipt2Dfbyr8Hf/w5z4QepVYui4M5mcIgkxoAjRpUwpTmYBnZ2eWdSCzgFINUGWBXF5e6uTkxFKVPotzdHRkwAd7UzKZtDoRHxgANYODg9bFzFv6jo+PValUdHBwoMPDQ7VaLeVyOUstk0VCvcFeCAkIBALa3d2VJM3NzanT6WhhYcEK3paWlmz8eIfSldJcq9WMUNVqNaVSKd24ccPalmLLIxtFB7RMJmOFo1tbW7YwISHNZlOTk5M2jyDF3W5X+/v7Rgil61opNlaekTaKl5eXdj+ABzzXzEGvePNs/EOApwYAMM4/Xu0GHAIQvY2GOQcQoYkDwa6fyABkPEhjLTGX2YTISrbb7R6gi13BZxf+vBdkz2c9UEoB/QBGSO7x8bFZt/g39wUI7l+/fs0DXpljfAffzz30W0V9llS6zv54kuyzdP2CCD/jbUze5sX9QyKIc2zYEDSABPZOnsEX1/t3TAcxHze5Z569f6769wMJ8WCeNct9B4PXHRr7s0T8/cDAgCYmJhSJRCw2UUDcPxYQHL7DZ+EZA94NRcGQNN9pEqsIdk7AEn/PZ3rLp7d48d78WBAbvNggXWdWfaYIMomNzGeQvDWKC0XXz3uAOTV1p6enqtfrBpB8bRxE0VsWyTSwfv1z8UyAvHD4qibz6OiohzxDpvxzfxnXwMCA2a0ikYgWFhZ0cnKiQCBgXbuoWbp9+7bZe+PxuDkwUOcBtYODg/rN3/xNpdPpnvHzggmZgmKxaFmHkZER6xhFm2PWDHOt0WioWCxqa2vL7uG9996zzHAqlTJAieiHEIt1aGtry2I3BAzb1cjIiF599VUdHBz0zM2hoSHdvHnTSHgmk1E6nTahl/mM28JnGZnTuAmYo8QQBFZiLlgKcZGmOqlUStPT05qbm7POk4hnCCfMGfCOz17z3TgJPvvsM8ViMS0sLFhMwQLOe6Gel66lmUzGBIHZ2Vkjjru7u9rb21M6ndbExIQRDO968KITeyHZkuPjY0WjUcu4hEIhlctlHR4eanNzU5L0k5/8ROVy2e77r/yVv6JsNqtut2u1cv2WTkk/s1cHAoGeeEV91cTEhF5//XW9+eabOjo6sjHFMolI7Z+HZgbMPzJUkmyuPHr0SD/5yU+UTqdt7fgMLONEho0s7fT0tD788EMVCgX98R//sS4vL82Z88uuv7Bk5t1339Uf/dEfaX19XX/wB3+g73znO1paWtJHH32kP/iDP5AkLS8vW8ey7373u/rd3/1dA6y/qJOZdFUzs729rWw2q4mJiZ5A7AGBV7UuLi5ssfmaF9Q87D7Hx8caGBiwMwv8JtP/j3S9oXIP0jWZ6c/MeDWOQA8IRD3wShhgd2pqSsVi0RYcnTm80tlsNu33+IzLy0ttb29rcnLSFF0KBw8ODoxETUxMWC98NvtgMGitQAHt29vbRjwIZCh9BPpu98qjSecLupCFw2E1Gg1byBCs7e1tdTodJRIJjYyMKJvNamxszEhJIpHQ3t6e5ubmlEqldHx8rPX1dVMFPvjgA8vyzMzMaGlpSaOjo4rFYiqVSpKurEmQGJQrLF2RSESzs7M6Pz+3TmfYzwApZGR4PzQvmJubk3QVfOj+hnpEwwP62EPiOHcI4DQ6OmoKMF3FmFsonD64AzQgTigw/L90nZnxNRHehoN6SJEyLTb7iQxzxs9t5h1/5jM3fBcgicYTknru54tckJl+QOWfG4XMK9QEbtZc/72zXvkzxoGg3W9pRYllM/cAkQ0KsApZ8LHBkxVPZlABAejYLvg7SDzPSKMA1iTCBtlHbztj02I+s3b5fD9e/l35uRAIBIwgUnPlM09cnD3hiTm1Jj6L4+c090NcglDxHL4rpI9TrEn+nwxOP0gHPH1erQ9rjrXCfCBz6huAkIWmRgtlkljuARlEm05l3L+3vEEquW9fQzk2NmYA0r9Hsi5eJPCkGTuVJDtPo9ls9hCMQCBg+yQxBXuwz355Mc6TG97p0NCQiRd8ph/3L+vKZDJ64403tLGxoVarZTWRPCuZKTIMdHikYBpRA9vU0dGRyuWyOp2O7TVkvlnvEPJyuax2u61PP/1UoVBIS0tLevXVVzU1NaXnz58bkSa7R3whs9doNHR4eKhms6mVlRWFQiGL99TnMq/W19dVq9X09OlT6ziWyWTUaDQUDoeVz+e1t7dnNSlvvfWWZQroMihd1RfW63XduHFDMzMzCoevjkNIJpMqlUpmn4YUsTeyJnyGjfV/eHho79iTfy8WBINBE8jGxsZULBaVz+et0QE2Nvbher2udrttzgTm+cTEhC4vL1UoFOwsp0KhYLUorVbLCMTz58+NgNXrdf3oRz+yrMIrr7yi4+Nja4vO+1pdXVWpVFK5XDZADl5kTwX0MxcajYadSTQ5OWn4cWBgQAsLC5Kk2dlZSdLq6qoeP36stbU1hUIhvf/++2q1Wrp165bm5uZ6RFnG12ffvZDVbDathpc21ay/nZ0dbW5uanFxUTMzMzo4ODBLWjAYtBoXSbbPU0pxeXlpDQoGBwdVrVZVKBQUj8eVSCS0srKiZDJppGxqakqBQEDz8/Pa3t7W6empZmZmVKvVlMvlrKHCjRs3VC6XjQj9susvLJn5zne+o+985zv67ne/2/PnP4+k8PO/6lWtVvXw4UNJ6lGWvN0iFAqpWq1qf39fhUJBU1NTWl1d7TkEkgVL1gDgwkI5Pj7+GbLhCQqblk/je1Ap/awNjXsD6Pg0IsFBUo/vnHQnZ61ABGgJGI1GrbgLEEPQGRoa0suXL20TX1xc1Pj4eM/5GGSxUK7K5bKxfwrHUAcgLXNzcxasW62rQrVaraZAIGBtKKempmxTrFarRhggCqgqvvNLLpdTJBLRzMyMnUURCATssCgOI4Nkrq6uqlAoGKicmZkxT2csFrMiNADL4ODVoU+orYlEokdx2dzcVDAY1O7urlKplOLxuDKZjGV9ms2mgYvt7W1TmUZHR3X79m3VajXr9NFqtbS7u2sgMZfLKRqN6ujoyEAAwYU5h6+Y9y9dg2efyQFgQWgITMwd5iJzC+vQ8PCwgT5IKj3zveXFE28PvtmE+DlJNn/4GS8CABoAkl/08h52iJ4/S8kTK4CLFy589oGf8WIFF5sqwNdnehmffkXN/66vn/DqNH/mL/6M+4AMMtb9hAviwXj6e/VnyxCriG2cD0I8ka4BsI9lZKIQflBBySg0Gg3bANlQ2ZgB/HwGGyrzmXgi9RaU+3ulJgMrA8TLgyesa9J1tsVnqfr/m7GEKHJvqOCsE2I9cd+3S/bZdNRrT5ohJIA0yAxnA/H3vkMWa8THKMhZf4aPn4VIj4+PGwDzwNPvLxAu3jXvya9X5iDfB8nyKi9g05N6sgCS7Lkk2Xd6YPZ56+TPeoVCId28edPqDYrFokZHR62bHLZR2sbmcjlNTEzYs8XjccViMeXzea2trdncSyQSGh4etuyrzyjyjPl83rplplIpI331el31et32M9wH3pZK5qxUKimdTuvv/t2/a/bjzc3NnjOP5ufnrXAfa1ej0VAqlTI3BgB7dHRUa2tr+uM//mM7dwagvbm5qUqlom63q3feecfeGaDdNyBA1U+lUj3NLYg94JR2u22WMH/WGfGK+eJtnWQC/Pxmv2PeQEDIQLHmEGsuLi6UyWS0urpqtSDMxZOTExWLRV1cXCidTqvdvirQPzw8VLfbtbO6yKSWSiVtb29renpahUJBe3t7mp6etn2QrDOkpdPpKBqN9gjNCJA8A+K4P1/q+PhY09PTisfjeu2115TP5/X06VMdHBwYxpqentbi4qKRN9Yddj3EN/Dq+fm5WcMGBga0ublpe2ur1bLz9sAp5XJZx8fHarVaZlEcHR21UoBut2uWWg54/+yzz9RqtbS4uKjZ2Vnlcjn7bLrpvffeeyaurK6u6uLiwg57feutt7S7u6tcLme1U/3Z+8+7/sKSmf9vX0yWWq1mKWY2HlTmSCSiWq1mGQ3YKWedMCF8wTMbJH5MSRa0pGvPNRsBi57NwgMWn7r1VjifPkQt9uk7Fny/Hz0UCunx48fWNWJqasr8uD7l5z+DAjpS8yMjI8rn86Z6AuohTJAkb53wgBWgTWtiFrVP7+/t7en09FTf+MY3enq6V6tVSVI6nTbQgoUtn89bMPRqOzU9dGfpdDrWkpExo7MLKg5j0e127WRsUtzpdNqCHt3VsICl02nlcjk9f/5c+Xxet27d0szMjNnCyPKxqVM0ilKCDYb6k/X1dev77oEMqd5kMmlzzwNZbwlizmDhCIfDpjbitQWoQhY8keHzfT0HmxKZGd+lT/pZ735/VsbXzXiCDpDotwkwd+hc80UvwAbjhlJ9eXnZk2nl8vYhNiRv2eEfT+DYQPqJkV/f/v9ZJ16d9Ko998DlQTjP4jMvAHjG2QskXgRpta6LdQGSgE3uhbbzZB0lWbaXucGck65P9ebe+W9JlqnlAEFqwSgO9cSc2NqfxWN+MR7MU+yOHmwzvsQdxhxCApjot2r47E+73e6x3iIA8BkQMu6fjDNkzhMZPp89wIMfQD1jFggEbA5wHz67BUlhvvr7BzRRpHt4eGj3yd4hyQgTQJoxA1R6AEa2y9us+QeCydrymSHmKuSPsYNM+3HytWc8o6/1+qIX2cebN2/q/fff19bWlu3NFCFjiW6329Yul3fLwZ5kyB4/fqxGo6Hf/M3f1OzsrNXPsO7ItmFXwpLEmTAchnh2dmbx3B9SOzAwYOeSMffYd9vtttnSANqVSkWlUkmdTkc3b97U7OysTk5OtL+/bwdRplIpa5RxcXGhP/3TP9XTp0+1urpq3bZwTHBAtW/9e3FxYQIhZ7ZdXl7q8PDQHA1eTPs8ccrPTzLDkI7R0VETUkdGRox4Mv8gOh7XQKpOTk5UqVSUSqXs+xDvqNGi7oz1FQhcWebJ0BUKBUnSN77xDd26dctaER8dHeng4EDlclkrKytKp9MqFAr68MMPNTU1pbGxMbXbbRMaTk9PVS6XVavVTLDhcNihoSGdnp4qn89bcySOjSA7TgMgMlSBwNUhoxyiurGxYYcvc6BnPB43IkJcodvZ/Py8uYZCoasW0T/5yU/MJv3mm29atieRSNg7Z21Dzuv1uvL5vLrdrrVi5uiQTqejN954Q0dHR9YpEOF2YGBAmUxGY2Njevz4sTY3N/X1r39dMzMzikQi1nCBvbZUKtnv/Spr/ytLZkKhkCqVivb3920xAmToAhIOh3tSmtFoVOPj4/ZnEAkP9vrTp/3khf9mM/EWM2/XAAxxoWx65Rfg7utqvE2Af/uuFvgeUYZQ5TgIiwDhgzCbOIE8n88rGAxa8CbwwdJLpZIFVzIt1LwMDQ1pd3fXxheVdG1tTS9evFC73bZOH7wHFn4ymbQFzRkLp6en5gFFieXEW4B6v+pRLpf13nvvaWpqSouLiwqHrw7UnJubM4DtFc2xsTENDQ1pa2vLaoRI64+Pj1tWJhwOW1Dh3WM3oUvK2dmZbZakx0ulktrttp3JQmDwwfr8/Op8nZGREfudyclJAwCASU+QAQSoJigfFP3yOwAyfs+r3gQ+D6T9d/EO+wkPG4knKyiC/ucAN16FZ6MmKzg4OKinT5/q6dOnPYWPf96r2WzqX/2rf6U333xTX/va12xdeiLnLV88owfmdAyC0EGKyHT44ndP6j2g5e/9PGUN9xOg/nUvXZNG4gRAlHXrx5ef59/cB0TAq6HMKeYrG2ehULA4iUc8kUhYFoTPBMh7UsG4Eo9QZSn6ZZ6wZiDmWBkA17wXhBriGcCKejTAcn+Gm/fIfTA+ED+f/fHvBXKJiOUJmo/zCA+SLFvJZgyp9Fl21hb34OuYyKxJ1+SEWAA48p/lM6HStb0R4ghxJe5jCfJZIYQg1oO3rbAeIR6+1sHPUUAlRAjSx56AkMhcIt5BYiGtPNP777+vDz/80MTBL3KdnJzo//g//g9NTU1ZAxTU7qmpKaVSKYVCIauTJEuCPZH9IRC46jZVrVaVz+ft8xFcIGge5CFCNZtNTUxMKJfLqd1uq1AoqNu96kjFYcvED0nmmmA90KKZPQVydXl5daI943Tv3j2NjIyoWCzq1q1bymQyJtSWy2UrpL9z547Nq7GxMQOVKPPYyMgqIWhy9EA0GrVanv46ONatj6383O7urlmK6cZ1eHhotSmRSMRwi7edBYPBniYV7EO5XE6BQEAfffSR1YDOz88rGo3az0pXsXl9fV2NRkPValWnp6daWFjQ8PCw1eouLS0pmUxam2KEXcjK9PS0uS6wuV5cXBhhIn55JwGCAVltL176wy5ZK1gK+TmOPnjzzTfVbDb12WefqVKp6MMPP9StW7e0tLRkeGRwcNDOPWStEg/4TsTU9fV1zc7O2vk4OHfGx8ctG4jAjFAtyRrzMKbz8/MmOPusEDHu/PzcHD1f//rXtbCwYHVRAwMDJkR1Oh0tLS0pEAjogw8+0O7u7q/kyPjKkpmZmRn9zb/5N9VsNm2xEFA7nY4VyfmCx3Q6rWw2axYnSEQ/uAgErnyr9KJnU/OExpOVfiW6367CZ7NR8XeABUA6f87PeYsAChOtFAl+HjDAoCnuY6JyVsHAwID15I9EIsbod3Z2tLW1pf39fSUSCTWbTe3u7triZXP2AHZtbU1PnjxRo9EwH2mz2dTq6qr1dsfGw8KPx+MKh8OW6kwkErZBAGwgCig5rVbLvJ8cZpbL5XT37l0bm9PTU7OfYbUBjPO5kJqNjQ2dnZ3p7t27ZqFDbQIgZLNZHRwc6PHjxzo5ObEaHsaDjRB73aeffqq7d+9qcHDQNgi654TDYUvzck4PNTqktakXQKVHOebeAWyo1zS9IO0MmeHdAKppYdlPvn22oZ+sAAA9yAKcQGY80ZauLXCoP9wPP9Nqtaze6U//9E+/8NqPxWL6B//gHxhhRN32VhoICmvSq/z94gNkH0LWTzxYp4Brv8YBxT4L64G9jxeQKT+OXq3n3sme+Y4+3tYGSPPKKc/lM2Gc8F0oFFQoFHRwcGBrnpoaijfpZCTJNk5//z6zAtjFssazshY51wliRIwjhvoucv4dQeKY+75bGnYtr/57+x3/eDLqRRqf7fRrwZN8RAOyGF5QkXqz7vw+78xnQBBHsMF4SyCAnzXKe+Qd83d8DooyVhCEJWIssYPsB/fCZ3pyQRxgb/C1V34cuHefSZOuz2LCluRbWvNzvhED7+Tu3buam5vT//l//p9//kX/n65kMqn/6r/6r7S7u6uXL1/q9PRUn332mZ0pk0ql9Fu/9Vu6ceOGisWiiYM8H2o32YXbt2+bJQmCzDhSO0VmA6EK4Lq3t2dF5J3OVQH6xMSEbt26peXlZZsbHDQYCASUzWaVyWTsfXLGx8DAgK0L9mYvUsViMcXjcYv73ipMUT9zBxLFOohGo9bprF6vG9Gq1Woql8uGd8iGINIRr8bHxw3cM6/S6bQ2Nze1vr5uexz1qQsLC7a34orgs4k3Xuxhj7u4uFChULCDaNPptJ1zV61W9eTJE3U6HU1OTtpzxGIx1Wo1PXv2TK1WS/F4XMvLy7YusOhRm0untenpaQ0ODurg4EDpdNoIB4CcODI6Omp13LwLxI3Ly0tFo1GzJ9brdRUKBSN49XrdDqUkwxEOhy27R7zBaXJwcGCtqS8vLw3Xzs/P27EVZKKpVySuTU5O6uTkRDs7O5Kko6MjTU9Pm1CK9X1vb0+zs7NaXl5WMBg00kMXVmyD2PwkmWjSaDTs+xCjqTkDt9GVdWBgwEoF5ubm9P777//Stf2VJTNjY2OampqyReeLcWl99/jxYw0ODmppaUnDw8NaXl42huwVKa9Es3F6RduTDQ/++rMyHvT1q9xeufUeSO8zZwH1e1QrlYp5X716Sa93QDgqUb1e12uvvaZ4PG6L5OOPP1Y6nTYGPTQ0pGq1arUlAwMDmpmZ0eXlpZ49e6a9vT3FYjFrpcyzHx4eqlgsqlgsmtKDj5MU7507d2wRoYC3220dHh7aAsCb672teJEBW9Vq1YIGBzWh7CwsLGhgYEDlctnsA2xcPsN2cXFhB33iUW61WkokEpJkljE2EjIveE0hh8wvSYrH4xocHDTPK+SL9C6Fz2z6BwcHunHjhmKxmAE9AggZFoBNp9MxyxTBClDLJuQPMQPMce/UB0Em+5Vkb6vyZNyrqT6zCNnj/jyIJtj5ue/Xhs8uQbq/jIt7I+vV79HGKkR63d+Ht59JsrFlHfniaD++ZMz4Tl/bBvAgfkCw/Hd5hcvbpAB/Ui/pJIb4rIjvTofViO+AvOCFRkVnowTsUlPDnL+4uFAsFtPJyYmdFUWjCB+zEIkg0L7dZqfTMVIDEOTMCu6TuU6c9XV6rF+yjp7cMbel3g5n/VkNH2fZ8D2wZ5xYV3w2BJb34TPB/RkLT/L99/qMDvHFvyNPVCTZ3PH31P/P2dlZz0G62Mmw14yMjJhK7DNAzB2+z383oNnXaHLxHIFAwAA/5ITYDJCBWHorI++e8YcssDf4RhBf5GJdUh/CgYF8P3tGNBq1rqTMN8YaUYDsE8Ia9z8+Pm7zjX0Yu9zl5aX29vY0OTmpp0+fql6vK51O6+joyOIbJ7G329cdQn2NBU4FiIQkA9GffvqpLi8vbb0AaH0bXKzghUJBh4eHZg/z3e/IkIyNjZkt+ejoyGyiqVTKgD5zne6WCIfMYeyTkCziaCKR0PPnz1UqlTQ1NaWZmRkD0Dw/pC+fz9th0ePj4z0NJKiXabVa+uCDD/T06VN961vf0vj4uIkZjAMiz8nJiR49emTvPplMWtOeYDCog4MDO1h1f3/f7PfT09PKZDJWNF+r1TQ5OWnvnKwIewGZLM6DIVYcHh6qVqvZmGF929vbUygUsuxpMBjU5uamDg8PVSqVrANZNpuVJCMzPP/m5qaNSbVa1crKiiYmJnR+fq5EIqFAIGC2RRo4DQ0NqV6v64/+6I90584dXV5eanx8XHNzc2ZHh7zk83kj85Apur2tra1pcHBQk5OTmpmZsQy7JLPRMh6cWYRARtyjVGBsbMyaBlC79cuuryyZCQaDVvxI9xAWofcq0qYvkUgYi2ayeqUWwEDwZuEAIPt/XromMx4MstH1203YxAFG/f5rH1zZbAAO9Xrdal+8vYSMxfn5uZ0wS3EXft5isagf/OAHevHihUKhkBYXF81mh6pz48YNC2qoPfQLr1QqqlarpoIcHR3p2bNn2tnZMaWJ4A3pmp+fVzKZ7CmQfPTokQqFgmKxmNX84N3k9Fo6gaAKsvlzKBnPhpI8NDSkUqmkmzdvKplMamNjwzZhwC0BCFCCncYX1IbDYR0eHiqfz/dYbBKJhAYHr050TqVSGhkZUbPZtIPbaK24vLxsix3LX7d71fVlampK2WxWOzs76nQ6liJOp9PW/ICLjZY5RMci34BCUs/88pssVjRsetls1ggdwIN57GswGGv/d3yPJzasDz7PN6rw2Q8ULDqvhEIhA2S80y9ykX2TruvZ2BjJ0nDv3sYEKGddIlwA1iAyPD8Al/XmbU981+dlZniXqLGAEO5FuiZAzM3+ehp+j7oY32ra261CoZCdj8VJ0R74NptN6zjmAS8taX0ckmTAxpMXn8nzfnme1WepGRNPNBlPgBbKH3aNiYkJI1K8p37SQIyWrpsG8N2ME4SSuevfiScqPoOFZY752v9O+b7+d+PHMhS6OmTRW+4YQy94cQFAmFPenkkmBqBJrQyZImoGfJ0Nz/t56wSADjBnrFgLPA+kBKKCuEYGBvGFsUTN5z78Xgipx950eHhoxcJf9Do/P9fu7q6R9svLS2UyGdXrdcsuPHv2TN1ut6elPuuB86YCgasDCC8vL+0YAGxbvkU+dbjsB7VaTS9fvtTLly91cnJi8/D27dvKZrPa3d01oeDGjRsWZ73dEoKOzUySCZdra2u6efOmJOnly5caHh5WNpu17AXqeaFQ0ObmppGr+fl5TUxM2FyiiJ9nHRoaspPjIUCMQSKRMCwFKCU2eaHWN/DZ2trSj3/8Y01MTOj+/fu6f/++hoeHbf7jiLm4uLAGDJQFXFxcmJIvySyB9Xpda2trRnp8++eZmRndvHlTAwMD2tjY0Pr6ura2thQOh/X3/t7fM+EW8oylLJ/PG2aIxWI9mRSEHLIkWLAYC/YrMtB8ZrvdVq1Ws59n7Q4NDWlubs7qtsfHx62ukHjRbrf16NEjVatVFYtFffrpp6rVatasCGJKO3gs7MzhTCZjti0sXhAp6nF2d3d169Yt60TGmYLT09Nmt+Pg1uHhYVUqFSvSX15etvfFGqeeimwYWS8Ora1UKiqXyyYyEScuLi50cHBgFrdfdn1lyQwAANsPihKAY2hoSJlMxvrso1R7END/eT7NT8D3IMf/PVe/Is31eTYU7Av+d33WhkBC8Dk9PVWhUFCn09HExIR5YKempszahf+bRU8miY3oxYsXKpfLSiaTun37tm7fvm2bYjqdVjwet+5uFxcXKpVKWllZ0cnJiXZ3d61Hf6VSUb1e14sXL7S/v2+gtNvt2iIE6PPsvoAO8rG2tqZKpaIHDx4YaWSMff0FpMoX3eHR9+eJUPdC3RQtO4eGhnoO9kqlUrahEnAB9xCWQqGgp0+fWnE+rToTiYS1YKTYjy53kICxsTHt7+8bWCDd+vHHH5v/d2xsTM1m005uZpPwijegl0Or/OGg/swjX8DL70rXFiveKZu3r6PwSrPPxvQr2v2ZFoAMLcB9ShkizHkWksyTLF11H+T3vowLsAjR89ZNb5XzVilIAFYNVDif2fm8bBXr0qviAEG8xN7OhFUD4OxjTr/wwf32Z3F4r91u1zZVH1OIK9gPqtWq6vW6ZaUROcg8AdaJP4g/rDc6evn440mFt734+yQrTPtbSAqW335igPXUW8V4B5CZ/vfMWpdkn0eNG+8cMMi4spniM/ct+v14fx4ZZY4iHjEfvCjAu+A9Ma9419wHwJ/P8BYzyAzzhHeNhYSxpkaOg/fIzEOYeQ7p2kLps3zslYw1cYO147N7kqzGFJGCy8cqST3EyLsW+DmAnxfovuh1fHyshw8fqlgsWm0EgPTw8FCTk5M6ODhQqVTS8fFxzxlg4XDYLGIUa4+Pj+uTTz5RPB43kBsKhcxWhlWQ8crn8yoWi1pdXdXNmzcVDAate+bR0ZHFA9/ml3XvXRl0UPMZu2g0qrfffluXl5f6j//xP+pb3/qWJicnbe9D1KxWqzo6OtL5+bkmJyftAFA6nWFVZrwAyuzHWIYk2d4Sj8dNkPPvWLquI6pWq0ZMa7Wa5ufntbCwoPHxcTUaDbOys6bYBwH0vDPmL2uEpkzxeNzcExx+CdFCSEXgI9bgmKDgnTEql8vWMpgsMS2yOWsuEolYHe/R0ZFlrdn7yMJIsr/j/ZFtlmRWQeqxIb+dzlUXNOmKxECeDw4OdHZ2ptHRUU1NTSkYDFpbbZxDNP74t//23yoYDOqv/bW/ptnZWSt/SKVSmpqaUq1WUzQaVaVS0cbGhtbW1nR5eanNzU17j81mU3Nzc4YNiTF0vQODzc7OKpPJWPaMOOBjP/Pu/Pzc3gliC5nCRCKhmZkZs/f5sfpF11eWzBC02VCkq6Adi8XsJPtut2vAjs3V18l4uxeBmM2Mv/MqZT+Z8cph/315hQsixAbEZkc2hs280+kYGAEo1+t1TUxM9GwMqEwDAwNW1zM4OKhCodDjddzY2FAoFNLf+lt/q8fmMz4+rsnJSfszlAa6vp2dnSmRSGh5eVmpVMo2gN3dXW1vb6vbvfLsTk1NWdFatVpVq9XS/fv3NTc3p+HhYVMEotGootGozs/Pde/ePVNPGGfqcsrlck99AhswXdZCoZD1io9EIlbwCEEhfUs/+/HxcRWLRbXbbUUikR5gAxDrdq86s+3u7qpYLFrnlWQyqWQyqXQ6bYub9+bT0GQhOp2OZY44UwCA9+TJE0UiEX3ve9+z7AzBk5T0xcWFESRJKhQKarfbBl4g5HS2mZqaMjACuGYuc+Cn9/Z6pdsrqVxsQP3WGv/3HthCCAF8fC6HyAWDQbNEhsNhJRIJszN+0QsbEwo15MQTGq+Ge9snoESS/Z4nhX6de7sZ84J6A58F8mf8AGh/XmtaHy98JswDQf7Oq+o+C0KGjCwgLdHJSgNg2u22gWuUYUAGBAx13WfeqJlA3cXfz/zADkZmZWxsTNFo1OKsb/vMRsjFxkZ2x2cHGQMscQBA3jHP74mfz4IgiPCcqKpkOSCvxFvuKxwO94wv90iTGNRX7HXEW+aAt6ByH37+MZ/4HkQ3xqF/j4GAeqsaIIk5DxGCSPWLc4gXPNfn7UncK+DNk1MvBhB7WTM+u+U/g+cGnOObZ1y+DDLDZ/kWvoiWgUBAuVxO6XRaBwcHOjo6Mnu2z+Yyn4PBoK2Xd99910iGt8/RdIfC8nK5bO+qWCzq7t27JhzRCS2RSJjdqd9iDjhEqPPuDc4jOzo60s2bN+3sN+pdPOlkX4zFYnr+/LkKhYJu375tn4/4grXs5OTEjrNAfQ8Gg+Y2uLy8tC5r4A8vsGITPDw8tNhbqVT0+PFjTU1Nma1qaWlJAwMDikajhitGR0c1OTlp2Zh6vW5WKOaMt7qFQlcNHOiSGIvFNDo6aufBQMZOT0/1zjvvmEhzcXGhoaEhO/i0UChYy2nAObY/avv4XGIRQgAWXEC8FzgGBwfNmkWt0sjIiKLRqNkJeeescepm6SY5MDCgZrNp2Q+eIZlMSpKRc6zjkpTL5ey8PXCPJGsakM1mzVbfbl91U/vjP/5jhUIhbW5uGjbK5/OqVqsKBALW7np1dVX5fF7b29uGGWiCgZgOxiEO+g6iqVRKgUDAbGVPnz7VxsaG1Yg9f/78l6/rLyU6/CW8+q0xbF4URgI4vVXMExmAWb+CK10TGq+cozT59CuqoQdPABZAU7+1BJ85/09gYgOB7FDoje8fIH9ycqJCoWCAAjB7fHyser1upxnXajVVq1VNT09rYWFB3W5XH330kT788EPNzs7q7t27SiQSKhQKOj8/txaAz549swYBfD5+XL4HL/fQ0JCmpqaszSvPRGaBILWysmJ+ykQiYeQIJYwxAziRVWk2m5YhobXq8fGxkSk2d5Rar+7WajXbUPCkdrtd8za3221TejqdjiqVigU8CvUJ+ChXJycnptgxNmQ+yIJAJlCPUKsoFl1bW9O9e/csmKIWooqNjIyoWq1qb29PkkzBw2rAnJFkQE+SWbqwVhC0+2u9+jOL/XYev774e0AOgITiP9YgQA+wy2Fe3p4JAf0y6maoUfBiBN/FfXtC4hV0bz/z9RIehGJJ4uc9YKNInZoNiCLPCXGQZOSHmOKVbq/4A6w8oZRkGymban88Ojs7U7PZVLPZ1OHhYY8nHqvlyMiICSN8D/ERkOTrA7kfskEQAtRe3wiDDO/4+LgmJiYUi8UsA44w49e3t5Exd3hXNI9g8+d3fF0W89HbJRkP3zaYd49Sy2nd/bGacSVjwfon5mF9I9Yz5oBKvptsHCAY0kJcBUSTRadLEXMYBZ/4QtaMeckYe1EOUuSzU/3ZSbJffs54AuIzfV7YgNCwd5JVhbTx2XynrwHy5IyxwDnQT7j+PBdnl11eXhooz+fzqtfrZq0ZGBjQ5OSkNjY27CR2nom9BJJDcfvLly/1ySefmCh37949hUIh7e3t2QnmzWZTsVjMmg9MT09rb2/P6g6oJaBbIHML+zikh05X1MYEAoEeO3ksFtPNmzftEGt/yCHzJBwO6+XLl7Zfdrtda4MLWOcsKOkqsxCJRHTv3j3lcjlrKNTtXtmhC4WCFYFfXl6aGMYaQoFH5Li4uDo3jj07EAjojTfesBg/ODiow8NDDQwMKJvNGvFkHXC0AjG0WCxqcHBQuVzO6kn8OsM+Tn1ILBbTgwcP9Morr1gXtFwuZ4Q0lUrpa1/7msrlsvb29iw+IGYyVljuyDpIV7Y3hOZ2+6ppgV8zHtuRySZ2sI8Sp4gDfGepVLJam9HRUa2urtreGQqFLFNDtisajWpnZ0fhcFiPHz9Wt9u1mp9+a+jY2Jiy2azZzqrVqgYGrlokP3r0yMYWK6R0Vd917949DQwMmHPk4uJC+XzeMB5CLvY5YhOZWR8rk8mkGo2Gnjx5oo2NDev496tYTL/SZAZQ1mq1rKXw5OSkYrGYFb2hlHrA5lVQD9r4M8AMwI/v+bz0Of94RQq1jBfI5s2C9DY31A4mMwsiGAwaQMdeRDr09PTUitba7avTvnd3d1UoFJTP503VoO8937u+vq7t7W0Fg0Elk0lTc30ni1qtpouLCy0sLFhHMzIEeD9Jq2YyGdvY6LQyPj5uBGl+ft6Cgc8gAFKwW/HdkBVqoDiplxac+LdRmVFOg8GgjSGKJ55UMi8vX75Up9PRrVu3NDY2Zh5QQBoBwqvSqBv4Q8fGxqzGh8xDtVq1DmYvXrzQ8fGxZmZmTAEnCFQqFWWzWcXjcSOsR0dHdvgXfnsKJuv1uiYnJzU3N6fbt29bUeX5+blmZ2dNmQWQkKVhMwVYeruQB5CepPRnY3wGgfXBz2IpA6wCtlGTAVK+9TnFnrRN/TIubx1jjXH/HuTyLH49A+o8qPYWp8/LkvjmCxA531WM9+CtN96mxLvi8322xquujL+3SX2eqEJ9IPGAn5V6z6HB9sXnh8NhUxABNLx7yBNjxL35DBdgiRaz0WhUk5OTlsFEfOH3vJ2L8SZ28qwIHefn5z0gme/0WQsIoyf2vqEBsRnCQCews7Mz25Sla3IZDodNAKPTI9k63xKV+eKfwdvVfOaNWH94eKhqtdojYGGzo+UvcR5bMPfs7y0ajZo4Aany1j0vqvm1wbP6rBd/7okGZKO/Dgq7YTgcNpsNGSI/35nzvDMynuyL3kr4Ra/BwUFNTU3pnXfeMYvSs2fPNDExocnJSdsfqCE9OTnR+++/r+XlZWWzWbNVbW9vq16vWyZ5aGhIjx8/tliez+c1OjpqbYFpNLOwsGDt9ckOPHv2TPfv39fy8rIVRg8MDJjwBqln3bH/MU60OafJTalUUj6fN4ETm9nl5aUmJydtfnJoc7FYtBbNxCgun9UbGxvTysqKYYqdnR01m02Nj4/3dEJlzx4cHLS9fm9vzzIs2WxWR0dHSqfTmpubUz6f1+DgoG7cuGGiJ/OAd8QzDw4OWuaK58a+Hg6Htbq6ajU0zF0yG9RFJRIJs9Y1m02lUinVajW1223F43Eb52Qyad3FaITi91maAMViMTUaDTszrt1umwjCmgJrnZ+fW1wH6GN59dl86brZCLVKCENPnz7VrVu3lEwmewTpeDyueDxu8QJLPVbi8fFxO2ATbEijEGqTuJ+xsTGlUikNDg7qlVde0a1btwwPT05O2jMeHByY8Lu0tGRCIe+GukscNjTKYBx8fTfCy8XFhRYXFy1+PHny5FfKyn5lyUy9Xtf//D//z3rw4IFu375tAcOrpyjIgAdAgVdF/eWtZqT7mVhMar9JeMsDmyNB3IMmn/rt9+aTwmVDpei80Wjo4ODAwGm1WrW+4RcXF3ZII6CWupZPP/1U8Xhci4uLyuVy1g/+8PDQgj4dydiYC4WCqRbxeFwHBweanJy0XvooSd4+QTr31q1bOjk5USQS0dzcnBKJhLUSBGCh+sTjcdXrdRWLRWPyAIx0Om0nitO1LJlM2uGcnU7HCvQDgYCq1apisZi9U0AOYIJDwVCPUKZCoZCpVqRIo9GoWaIGBweVSqU0OjqqcrmsXC5nyvfk5KR1gUEFPzg4sPfEKdGHh4d2EjHqOMAbuxLvH/sC49tut/X8+XPt7e1peXlZKysrdgYAPt+xsTEjXWQLqQdiM6OOgTFhzjFeAAsfZD6PxPDnrA+vimONo0ASjzBAsN2+6sRXKBT0wQcfGKj8oletVtPv/d7v6Z133tFv/MZv9JAEQJYnZt4uAQj1TRWw6/hn7s/c8sz8m8/1YB9Ll1emAYde4fNj7q1m/EPGyDeEIFb4+h3+G1AJyfeZS4ADnmWIE35xTpomG4OCSWxjnPxhvBCaSCSieDxu50f42hM/hv7+WItsfl6xY0w9mfFrm7H0f89Y9GfSeTfeRsjvcQ+0SiU2QRj4DklWB+Yzj95+jFoLwfHWHrLYHNgLkSTz7euPiFlkkciAonqixPo56TMinpww1t5+DeHw8cCPL+8BounJM+/br51+eylzj/fos6affPKJfvKTn1hjni9y1Wo1/a//6/+qgYEB3bp1S3fu3LFaAmxSvmFCLBbTysqKXnvttZ5mBZLsnrPZrN58803Nz8/r3//7f69yuWyNZSYnJxUOh5XJZNTtdhWPxzU7O6t2u61PP/1U9Xpd5XJZ+/v71oKZg5gpsmduQFJ9Y5RyuWx1GnTDgkRQ8I+DAvsU8X96elqzs7Pa3t62TJpfa5whwz5AZzMELfaQTqdjYL3dbltzATrGhcNhFYtFzc7OWtZyYGBAq6urmpqasnpSsp6+Toh3AplgbiB2YT+mljcWi9l+Rjey7e1ts4sVi0VlMhk7P4/1CXEkqwKJ2Nzc1MuXLy3zUKvVDBtgyachUiBwVaYgXTchAqfQDe7s7MwyZV5M8HsLf84BoOA7iuebzaZla8jC+DjKvo475OzsTJ9++qkymYwymYwODg5MXPPCcDKZVL1e1+HhoXX75Rni8bhhDWLm0tKSMpmMKpWKYedsNmuZdw6H9QX+PH+/sANe5vtPT081Nzenn/zkJ9re3v4Z58fnXV9ZMhOPx/Vf/Bf/hSnE4XBYyWTSCtpZ3P1FnP1E5vMAjLcpoI7BoNm8vILlwaHUe6YMFgKKR0mr4vtEEVlaWrIDG6mHQeVBZQT4U3uAxWltbU3/5t/8GyssOzo60srKiqniTPhvfOMbPYcnTU9PKxKJGGGIx+OKRCJaXV3V5OSkms2mQqGQNQrY29vTwMCAlpaWNDIyotu3b+vOnTvG9mH+9Cpng2URFAoFtVot7e3tKZFI6OXLl7p586YRs6GhIeuXDjCC1dNqc2RkxBS3g4MDS2HzPQA51Bbe09jYmC02lNtWq6UbN24ok8n09JCngI/sV7d7dShovV7X/v6+BTLfjrZUKml0dFTz8/Pmd9/a2jK7A60lf/rTnyocDuuNN97o8b6zAa+treknP/mJisWiwuGwqtWqkSFJ1kISBY3CzO3tbRtD5h3zlTnpa676/5u57AFhPyiVrs9G4nfPz89Vq9V0cHBgn8GYUYeFh/rGjRt6+PDhl7L2//E//sc9RcU+C8o/rGOAKxlX1FsAHnHA2548EGc8AbC8M2o72KDZ0L0lDysYliDsItjUvDjCxszn+o3Htw6H5KCi+YtNLhqNKpfLaWpqygpu+Txv32Jt0gEJQM76BXxhVePePXjCouGzW5DsfsFocHDQ3pWPkx588x6Zj5B0Lyjxfvge5jPj74vb/R4AgCCbBaiC/PvGGYAkisB5z/3fw7sDhKFqQmQ4HwJrCYot98M7PT09tewzWQHGvv/52XeYj4xlOBw2D763nWEJZO56Eg7gxn7L3xEXaF3Mu8My5rM83prpCZ4kffvb39a3v/1t/fN//s//7Iu974pGo1paWtInn3xiWYKdnR1zB2BhOjo60tbWlnK5nG7dutVTn8FxAJBEnBzJZFKrq6uanp421b5cLmtyclKZTEaDg4N2Tt3IyIgWFhb09OlThUIhJZNJs0r6rB/WKoB0oVDQycmJtb4lA5NOp3V6eqof/ehHKhaLWlxc1OjoqFKplIkRnI8XjUbtXcdiMVtD9Xpdg4OD1v4XAB8IXLeZp9MX+w2kirkC8SmVSibsUZfT7V7ZtHd3dy2TkMvlND09rf39fdu3yVSwx5JtCoVCRuZZm9wnc9uLrYienCWI+NFut62eFYGQ+M45NsR5ST1NiSqVimEp9gGEG8YXwYfaYvYRb8/m/xEm+SccDlvDH5+dZj1gkaOZ0+zsrInYvCvaMpPdpSXy/fv3jYz6fQfxkM6VkGOaPFDGQI0LFrFgMGhn3hwcHJitjDFkvwJHci/pdNrO5mEPCASuuxsSy3GWfPOb39T/8//8P790bX9lyYxX6wgawWDQupJ4ZajfPvJ5l7cR4ANFScGH6wv2CFge9HmS068QeoWYDfrZs2ean5/XW2+9ZQAaZZQCr1KppEajYWCBThwA68ePH+vZs2cqFApaXl7W/Py8hoeHNTk5af5vFilKSbPZ1NbWllqtlubn5xWLxZTNZq3Ii7QjhZacrIz3N51Oa3Z21lLuZAMIGpy5QrAKBK4Kw/L5vKVECXSk9VEDOPAT+x0BgsJixhUCu7CwYKoz7/z4+FiVSkXPnj1TNptVt9tVMpnU1taWFa4DXAlcBE1SqgQjsg/Hx8eW2QLsckhWoVAwtW5wcFD7+/u6vLxUPp8333aj0dDKyopWV1ctTQ+JJb28t7enhw8fam9vTwsLCxocHLQAxLNRXM2fs8EwRoAViJm3+TAvpWt7D/+N6tyvyvavDb+WCHbtdtveryRrOY09MZfL9QCnL+PywNJbxti0UAghAWzm/B3kgudinULSPDnqt/GgRvk6CdaAV38hUihxKKYQBQiNJEvn003IF8EDpNnE+F5iUrfbtQ5KwWDQmqBkMhk7lwnwDwnjHQNQmResY2/Jo0aMzDKfA+kBwJAhZl15AkBcZHP0ZJHNlffB3/Vb1DzZ4bMhM2Q+fEGxB02QfF87QvtU3ymQ54DEYL3xc8vfH/ODNUeGi5iBSu2toJ1Ox4QsOj1JMgJFLGSOoOoSwyGcrF+fsfIEg/H1mSm/XnxMIH54kuMzGGQDaCOLug7xg0zyjGSAWDvcxxe9Li4urOC9VCqp0+mYvXdoaEg3b940Nf7i4sKyCUdHRwqFQqrX69rc3LR2vRwhQG3TxMSEUqmUFhcXdXp6qufPn2tnZ8dqxXBFYG0iqwOpJNaQgafLWSAQ0E9/+lNFIhE9evRIU1NTVn9z69YtSdKTJ08sVnS7XWWzWWvl7zO08Xjcxj2fz5vDwO9/7MvEc0l2Pgk/T4aWGrd2u21Wpe3tbRNU6XzKWXbUyi4sLBj45Vw2HBRjY2P60z/9U52enur111+3eEQjgKGhIct+gBloFb+zs6ONjQ2Vy2W7P7IxgHWyHJyPRTtgT1ovLi60vr6udrutmZkZA97EBdY1FnmfwSImpVIp7ezsGJBHvACn8WeI38RsDrZFiJBkIvSNGzfs+yiH6HQ6dh4O761cLhs5np6etjPq/H7Deq/X61pfX9eLFy+0sLCgmzdvGvbFYVQoFKxWLJVKWdwfGxtTJpNRuVxWoVDQ5OSkxRNJZsMvl8uqVCpG4sikIWLV63Xt7u4aZqYrHXb+X3Z9ZckMAZkNGSWl0+lYypGfI7hyebDi1Vf+3W63rdUpm56vGfApef+P/zwABps1Kra3irDJ4FmFxUNC2Fzxg3MC6+7urh49eqSPP/7YgsvXvvY1IzIUSbIBsmAoTG42m1pfX1e327XsiJ+4FB5OTU3p6OhI29vbRvBQg/Bjkg3h7/h/ikfprIFCRd93UvEAOgrlAaCM4e3bt63YOJPJqFAoWGMDNlCsTSjXgUDAxoDfZZ5wZs3x8bGRtlKpZIobHVfwSbNhDg0NaX9/X/v7+yqXy1bvQ9vLRqOhR48e2ZigmD98+NCKMHd3d81b3e12tbGxYYRraGjIulDNzs7q3r17FjQgsmxg3iZDq0xIjgdN/euF4ObVc8BRvzWrH9DzeZAByAyWTtLhbOr8HsFubGzMwNcXvbhnXzPkxQsvJPTbjACc/D5rls9k/bMp8X38vyd7PvvF5goJ9v8A9rFzsfa9LYz1zVkO/t49CPVEk9+FnLDe4vG4NRAhpvE7vtaC5/TEhGyVzyazWfeLMlg2yTYwVpJ6np3v8hYoxl1ST00K5JiNlj/zJNU/C/Hd2+28/QGi4+ubsJZRS0DBNBZI9hB/tgTrCqGjn3gxr3y2DiUaEMg+RGYG+26j0bD/73Q6ZnljbuEMgHh6Isc49tv5vN2F98J65t2wnn3WlRjeP/9Z01gQeUc+TvjMHJ/t7X1flpAxPT1twl+hUFA0GlWz2bTOWpK0srJicXx3d9eIuLdphkIhzc7OKhAImFULa9PZ2Zl1YlpbW9PAwIABMixl2BNPTk60sbFhQN0TZk5ej0QiJl7hqhgfH1cmk7Gua3QKOzs7s6MQsGZCqC4vL21vBUiTOSND2mw2lUgkrI6De+H4BOa/J7s+oybJ9t1gMGhNc7Bh+QwG9jniEPWHodBVMfvExIReffVVraysGNmenZ3V8fGxSqWSuTiYTxyNEAgEbHw5RV6S4bLz83PrCsqZd+Ac3lOr1dLGxoZmZ2ct9oMVvEUbwYH1Rlzb2dlRqVRSqVQy8cCLAVj0yILgvvB1Q6wZGimAT3hH7Bn5fN66qlHjWC6X9f3vf1/7+/v6K3/lr2h+ft5wLIIhTpRSqaTDw0Otr6+r1Wrp1q1bmpmZUbfbNUJEC+etrS2rscLWx/6NgM/YELOi0ag6nY7K5bI1MohEIpqZmTGhuVaraWtrS8lkUu1227JP/TWhP+/6ypIZlDGvKKOIEYyxiPWr01wscq/y8s/x8bG2trZMIfcbV7+VAjDRb1ODhAC0WeikEcfGxkzR959HduTJkyeqVCrWrWV8fFz5fF4vX75Uq9VSJpPRjRs3jIxwJgvBSrpq8YuNglQmE44ieMAvNSnYhkZHR80rDEg7ODjoKSCmk8jh4aFZ2shYoHCg7IXDYcXjcc3Pz5uShArJIiW4Ma4XFxeWNiewobbT797XhqBa0hoSkgThJX1LZisej2tubs6yVqRrUffy+bxSqZRWVlYUi8W0ubmpnZ0dtdtteyYKEUOhkAVgbAH5fN5sI6+//roRq8nJSQ0ODloNESnhxcVF68pDvREWuVDoqqNdsVjU+fm5MpmMarWadbnBT006nk5bzP1+yw/gjgugy2YMiPFgmLnNPKUIEtUNZQwVGcsLmT1vx/wia5/1Czj1QN/HBzYnT3jY2BgDn63ydizG4/MIDgTJF8T7DA+dtaRrAsj68LavUChkinexWFSpVDLlu98y5GszvK0HlRwvvu/KxTzw98Nz+qwx90kM855wLp9hYR5A0vh53gHj5+uRIDP9NYceLPP7rH8AMvfriaokK9jnviH1rGVsmNi6sCaibEKefN2Nz674uhregSfGHtxzTwDMYDBo6wTQAyE5OztTuVxWsVhUpVLpqSMCOPMcnNvDd3oizbvqB2OMkx87suF+bXvbtJ8H/t3wfWQyJNnzQaK5F96jJ7JfFomRrmpl5+fn9c4771iLf+yAm5ubWltb0+npqdWLcl7Xzs6OXnnlFU1NTSkej9vawoq8v7/fA4oB56Ojo1pcXLT6p3a7rZ2dHQ0ODmphYUEXFxcG8MfGxkwkwyIYDoftFPf79+9rcXFRL1680NHRkZ0nUiwWrXHPrVu3bM+IxWIqFArKZrN21gprZHh4WPV63eo56bIHIT88PLTv5x1QUB6JRKxQG6EFjMTRB9S9kjHZ39+3wyzJOHY6HZufnJlD5gMr2OTkpKanpzUzM2N/z14NWcIeBWgmloTDYXOA0B2ObObJyYlOT081NDSkP/3TP1Umk9HCwoI1EGI+HxwcKJPJaGtry/Zl38CH9UFcBjvu7e3p2bNnZjmMRCIqFovWATUYDGpvb88shxBLamzC4bBZWcvlsr2PZDKpk5MTOyMQCzKfXa1WlcvltLm5aVlBxEIEYUgZcw3yFggEtLS0pEQiYfU6tVrN6p6SyaQ9/+npqfb395XL5eydSTLsgJAFvqZjZS6XU6VSsUwopQPgb4Rh6rAPDw9Vq9V+JSHzK0tmuAiebEik1FD5WUDeF8rFZu2VLdQpLBp0BPOK7OcpwFJvYSppSII9xfUUrY+Pj1uXLzpSSFcq5SeffGJZoXa7bd2tLi8vVS6X1e12tbCwoG984xumWBCEsMRhfRgYGLCDkLgvJic+aCbay5cvdXh4qLm5OT1+/NjUo1gsZrU1ACWK3SVpamrKVKBWq2Xqcr8vvdVqmWJBhxZ85L6YloPB8Odjb4vFYkokEgoEAqZk7e/v/wwYLRQKBoYgkWRmpqen9ezZM0UiEd24cUNTU1MKhUJm+yItS4c4/MqQh+HhYd28edP6v0NeSqWSkSwUtKmpKU1NTdlJzdQoMV8hKcViUZubm4pGo5b+pUOMJNuYeY69vT0Fg0Ebt1gsZnOfDA7Pz0WQ8hlLLm83+Tx7GcA9EAjY9/BupSuVKJPJmK2MbJsnUnijvyxgA6AHcLEhedDPczA3AG+BQMDIHxkDD+77QX63e31gIs/jz5oBGHvA3W/H81kzxAO/OZfLZWshjkeacWSzgRRBhCRZRgjAjYLP75IJ9vZWT/gAtcw1QA3fyc8wf4ivPqvnrVQ+RvoMCp+NIs489eCG5wKE+znk47zPEpHZ5l4ZA06exwoCmfEkkTEl08SagfxJMlLkyQzzyau6kiyLApDy9UGeANF8hE6IvhEAQgFWRMQ4b/NkHnsC4cefTJcX63yXOuakFym4/JhD/PkuX8fJvaLoA4Z4hz7zyXh9GRfqcSQS0eLionWcmpmZMdJKNgMRsdvt2tqan583ew9ndlFkns/n1el0dPfuXSPpzCdIM2vp0aNHyufzJnSUy2VVq1Xt7u5qdHTUzl/j+ADm1Pb2tnWbQgU/Pz/X8fGxbty4odnZWdtfV1dXFQ6HLfuOqEr8mJqaUqVSUafTsVoQarBCodgt2rkAAQAASURBVJARcYRARCYyO5JsfPqxTLfbNeDebDZ18+ZNeyasbHRzq9frJiixprBIQYSZS76DH1ZLLwDTuIn22zgcOOtoZGTEDsKMRqOqVquSpGfPnhm5Qihst9t68OCB0um0ib2+E+vQ0JBKpZIkGTaDYLCXsk6Yy578t9ttxWIxDQ0NKZlM2s9eXl4dLI3YB+Fjv/YCPK3DqZs7PDxUMBjU+vq63evXv/51TU5OmrWLeMK+RMYtGAzqrbfeUjab1eXlpfb29rS3t2edx2gZvrq6qvX1df3kJz9RIBDQjRs3NDIyYnGF+M2+4jP/sVjM2qBPT0+bAPfkyRMT3cl2S1eZtEqlYq2gf9H1lSUzXlH1FjGpd6MhsLIZ9CvP/nMI3KjNqJveP97/s37jptMH2QkOSioUCqZsAeywcnS7Xe3u7iqfzyuZTCqTyVjKeHh42CYiqcJEIqFXX31VCwsLarfbxvh91yEIRDqdtkwNajHqjC/8Q7352te+1mOPIePiQUw0GrW06dzcnAXrWq1mKjIKCAANIMC9UQzL+wBc8J3RaFQbGxu2KPrBBkCQxcyBeIAW36nq6OhI5XLZWjdOTEyoXC5rfHzcbASXl5fa2dnR5eWl5ubmbJx//dd/3dRMlP7FxUUbt2KxaORxZ2fHrAFkBBcWFuyeAoGANS7gPAHmT7PZlCQb33g8rk8//VTb29saGhrqsQx4hZZ5R3cZnxnodruqVqs9KjVA7OdZPj7PIuJrGVg3PBNB2ReismFJ1zZMX2j5ZVydTqenzbnfhAGcKEWsGw/22DxRwwGjHkj6LADzjEwX68XXvfgsCN/BhuOtf75gHKIN8AaM8GyMrVfi/T1BqlDuyToAeD5v3PrJAmPVXz8ESMVe6OOet6rxuTynz/R9XsaHdeqzMfy9J6AAAw+micE+axYMBg2cAvaJXwBST+LYlCE/kD2fQSFWQ0L5WU8IPYlg/pCl5ZkAapAO7onxRgHtv8jKICQwDp5osjb5Oz9+/WSGd8G74Z2y3vkO3rMXPHgmSIpvTsF6Ys9EQONZeed+PX3Ri/2GQ4UBXY1Gw5r/4FBg7CXpP/vP/jMjOX6PyufzOjg4ULlcNvWf5jcIHQiRAMput6uDgwPt7+8rFotpa2tLDx8+1H/+n//nWllZUbPZtDiPfXByctJaQhO3EIbK5bJisViPY4G4i/jJ2qezJ/dEDKBxEP+NwwI70Ouvv26AHBs368oLBX6dd7tX3cOazaZmZ2etfhSgT7aPc2gQSHG24I6hMYbvAoYYWq/XLY5SN0wtzN7ensLhcE8NJmPBPY6Pj2t6elrlclntdtvmQCQSUaFQsJqoaDSqSCSijY0Ni3XEXIhPq9UyR0y5XLbaJL6LupydnR3L/o2Pj9tn0CobYSkajSoYDJqTxa+9fD6vtbU1y/LROYwMO4X5oVBI2WxWx8fHCoVCdgg4WJIL3MR3IbJsbW3po48+MgJIFm1kZMQOFW232yay5vN5y+KAv2gL3u1edYsjOxsOh5XL5cyu+/DhQ7333nva2dnRyMiIlpaWlE6nJUk7Ozu/dG1/ZcmMn9ySbANHLQSAe0XDW8W8GuGDN+CPVCqKil/oACaCPWybNCPqDcpFoVAwCwjKgW87TP/6WCxmdp2xsTHt7++b2nhwcKB0Om3FbsViUeVyWYlEwhQTCsfYkNm8uD9AAJ5OVARJNlEBVPF43NSC7e1t635GarxarWp/f1/SlWry05/+VPfv37cDxjg7Bk8tagyKMy0ISUEmk0kFg0EDyZFIRJeXlz0deCgki8VidlhZMpnU9PS0BWVadA8OXh0KeHJyoh/84Afm1T04OOhRi8hYEdDwtrPRkI6ORqOamZmx4EznD8AsDRuoEQJM4IvH5pfJZPTixQttbm5apylJZo88PT3V9PS0bty4oY8++kjHx8daXV01y0woFFIulzOAhZojXfe1B2D4dpVk4fqzkVyAFdYGIBKATFZG6t30+gGRr5vyah+/82UAGg96AUv+XjzAY/1CJnwWhjoJD5bJqAIEfcaAteJBLw05ut2uvSNiiiczAD8AhS8SxipClyE/dl6MIfsDSEMJ9WKGry/hHpjbjL2Pe7xnn3Xg+X221MdMX3PwedkA5pa39/UTJem6xsJ/N++PuUdc93YwT+aIwX798jP984H7JktBto130m9LZEy9EguI9/cFMIVAcu/UtbEX8S4RFnxGyl+dTsfUdF9zwnzy2T5PRHxjBwiHr53zWUiewZ/r47OcrGEvZDCOvsaAceNdET8R6xgz/vvLuOr1uubm5kyg+vTTT7W5ualvfetbWlxcVD6ft2dZX1+3Q0exAnHvHNBK/Wg0GlU2m7WDh1mngFX2d8YHVfro6EhLS0taWFhQNpu1OigyLqenp+YwqNVqPdnGcDisVCql2dlZ64iGFWlzc1PBYNCaAJCFDIfDdm4SdnZEOjIlnAnCuSUbGxuSrs85opsb6jtzgLiKwOabqOzv71umAbKIOMC6ADzH43FNT0/bPCDOPn78WDs7Oz21x2SPyO6zRqlBmZ6e7qnLo1sWROHevXvW6CeTyeji4sKs8uwBw8PDymazZsPG6YIbAuJSKBS0u7trZAWxiFgViUT0b//tv1UkEtH09LSJnWR0IKbULbIWfZwpFAoql8taX19XPp/XwsKCEomEdSq9e/euHjx4oB/96EdW+O8tobS7Pjs7M6GSuU3L/cvLy54Ok9QPvf/++7p9+7ZWV1e1urpqZJ25irWSLBXxkBb+ENKDgwNNTEwonU7r/PzcxoKmDXTlpO6a1v6/6PrKkplaraZ/8S/+hR48eKAHDx70pOTxpvuF6BXG/n88IcIDz6JnI/Mbjt9EAUIAHGwjrVZLk5OTajQaWlhY6PF64pfsdq86SUxPT9tGdHx8bOly7m94eFi//uu/rnq9rufPn6vdbuvevXtKp9Pa3d3V4uKidZbhM8Phq3NnLi8vlc1mDXR5W5l0HawoIvdWIJSLQqHQ05/++PjYbGgAeDIr2ACCwauT4CEg1HnQ6xxChd+ZsQSE0mAgGLzynTcaDVPkJyYm1Gq1tL+/b11meGekQVnMFxcXSqVSlglqtVrKZrN66623rMOJ9/zTMGFsbEyPHz/uKcJFITo6OlKj0VClUjFFxGeWIFQc5MlGSGaIttTUHx0cHGhjY0Pz8/MWELCZUUPT7Xbt3IJYLGYFecVi0YDn5uamnj17ZofA4WOWZFYJ1gCXXwcQYdYCYMlnBAiqQ0NDPWDQ20oIvh54/vSnP9Wnn35qdsovcjUaDf1P/9P/pF//9V/XX/2rf9XWJJsyoAsFHnLpnx3LSKPRMEIAwUFRJ3B7Vd8TYTZe303LK9GAcjKsZCXZGHzbXxTcfoLhPwMgBbAPBAKWOfDgS1IPEfFZaTJ8AFL88/yuV9b7BSDG0Z8pwlzh9/uBms/+eHIrXVv//HsjBkAS+Id3DHmC4AEW+rOVAHkAmic6dCjzbVmZM4Akfy9cnnwx7j4bxrjz/WRzPJDnXVUqFfv8fgsWY43/nvfAOHgyyN7D93hQ2j/u/QTv80As3+MFAv6O58et4Im6/yyelwzu9773Pf3whz+0Rihf5Gq3r85Bef/997WysmLZjzfffNNAFNkCLH2pVMrWO/dGJg7BjLlAHQV7DGtEuib5AwNXxxOcn5/r4cOHevz4sUZHR3Xv3j2trq5qeHjYrMmsBb6f78TujdBEm+HT01NFo1HrpBcOh42sQBJxVeCwwG0RDofVaDT08uVLKwi/ceOGkR+em7nPvPLEDtcDzW/ozMnY0r0MATIajWp6eto6ruJuwJmAAFOv17W1taU/+ZM/UbVa1f3795XJZOwg5cHBQbOO475AAEVcpQ4Fi9nAwIAajYZGR0c1MzOjZrOp/f19qx0dGBjQixcvFAgEdHBwoD/8wz/U4ODVERVgDGxikqyBApmPer2uRCJhVkMEm9PTU3O9EIOj0ajVp8zMzJi1DYLQbrcNF758+dKydel0Wrdv39b09LTtV8PDw7q4uLBjHsjOsZ7AAcFg0DrRUcAPvoTULC8vW+H/xcWFdnd3rXnE5eWlWXQPDg4UCoWsYP/u3bs2LswVjgg5Pz+3MglKOgYGBqy2WJI1oFpfX9ejR48+1wnSf31lyczExIT+/t//+z0bG+DXbxAecPTbazyoI6B7a4HPWnh12af9CeitVsvOFeBlkzr2gYkOLEdHRxocvDrNGPWCNovNZtMUHAIERO3WrVumxIZCId2+fVvSFcEghZhIJGwz4r69veXy8tIO8CPgf/zxxxodHdXU1JQp/ZCqsbExS98nk0mrAXn27JnK5bKpUmRDCoWCteSdnZ21YArwrlarBn59T3wIDm1mSdMC/ugP3+12NT09bZ5SNlY8s4lEQvl8XicnJ0qn01pYWLDDLTl7ADWDFtwoTnQ/g3gRuFCN2BDHxsaMiPmzIwjGkCN8q3fu3FG1WrV7xQZFcer+/r7Ozs50//59yw7evXvXWnjyewSv8/Nze1YyUrFYTG+88YYBNiwZ/VYzn6XzdkuvpgNqPKDzoBGQAxmmPkGS/Y73b2ezWSUSCf37f//vv/DaTyQS+sf/+B+bQuetSAR5QAetibkvn8nhz6QroAIQYjNl7IgDgBJPNvhzxsfbqSB+AF5/wjsCgj9TiYyBV4GxSFAA6kmiB6be/sNn+LoWn63y9SaQJK/qE9d4JgCrt+8SX7167zMsjJOPucRKgBXzhHHjd1GffdbAA37sWT7b0591YFwYGzK+3t4DKeNzGHefpfRgHtDuhSxvaWVNe4EAQEvWnLiQSCTsVPZ+kI8v3tuNGFvfaII56B0EvrEKv+Njjiennnz6NU2dEdYafke6Jq5+L+T5uU/2W4TFt99+W6+++qr+xb/4F3+O1d57JRIJffOb39T/+//+vyqVSlpcXDTPf61W097enmq1mg4PDzU7O6tsNmtjzj3SOKDb7Wp/f1+FQsHiKSCZg08PDw+tlTD2LrImP/3pT81O02g0VCgUtL6+bjYpbFDY9NhfarWa2cQ4LJG4zs8BEgHNExMTPZZTYt/IyIg9G5bnbrdrncJevHhhmZJbt26ZZYkWwO122zJcx8fH1tY9GAzq0aNH2t7e1q1bt4x00aKXGIZ7gQY73sHA/rO1tWV7F02IaGpAIwKAOjiJPajZbJr4yRrlvwHWo6Oj6nSuatSOj48tO5JMJvXo0SOVSiU9f/5cnU5Hq6urVlfl7XW4b4aHhw0DlUolTU9P23EfNGoZGhqyBkJkzWiWwLsibkESDw4O9N5772l6etqyalNTU1aU789HrNVqKpfLtu4QXGlLfnp6qm9+85tGmol/l5eXdo7R5OSkEc3FxUW9//77ymQyqlarajQa9i6Zn9QccchnqVRSKpUy7EYNECIuGanz83PNzMwY0V1YWLDas4mJCf3ar/2aFhcX9fu///u/dG1/ZclMt3t9KJJXH5lEEBw2c680Sj9rs/G2Ff9z3nrirTLeSuStaASYaDRq3bzIDAGy/SIA/NOnHb8pSsTW1pY2Nzft4K9oNKrYfzqpGgWZQDQ1NaVcLmcWLTYnnzGivTMKQDgctoMNsRKhgLCR5fN53b5929SKarWqRCJhBWkAj0ajYaBtbm5OU1NTZneCTMViMevcgYIyPz8vSRaY2EipLWKhHh0dWRG+dEVoIRIAI95VMBi0zk6kjwuFggKBgCkg5+fnOjg4MCJFkR5Kbjwet24hHCpKxoNNCELAmHNYHq2wAcInJyd6/vy55ubmzNN9eXmptbU1PX/+3Gp/UAJRnLxNihbhnKjLmJ6dnVkh7ODgoGW1JPVYPXymC9Dr5zTryP+7/2I9kPUKBK7aTH766adKJpMW2FgjZKm8Yv5lXIBkb1Pq9xBDZrCQ+fWAfZNYAZHBk866DgQCBhiIExAByI4fV08K+otbIZmNRsPa8dJ0grXoCQZEn/NQyIDyHny2h+/GpuazAz6uSde2Uz9uvGs+02eZAK1kXumYhMDiyTDZA19Hw2cTV/sJEc/D9wHU+Ez+nnbJCArEdGwuEFP//piHEEWIgr8/xpyDMyGanugz5wDEdPDy+wkx1NtnAFlkShADZmdnrcYOm4d01Uxjfn7eukh6yx7vydc6eHLtsy0+syeph9D47Jbfz/y8xRZExpvn8nY3/h+C5dcjc5k9TeoVD7/Iuqcj2dbWlmZnZ+28Epq2nJ6e6v79+9bxif2SGIh7gGwsB/7OzMyYxYw9gPfD+6YN887Ojk5OTvTWW29peHhYm5ubdj4TggUCEuPEP8zhbDbbkxXi/dFifXh42IQM3gFCDGvbx3fWEM16IpGIdROjdpd6UWLL2dmZPWOhUFAulzMSGw6HVSgU9ODBAy0vL6vT6VjLcOYs9RS+a6wXBplPnU5HS0tLunHjhtUD+3oa9kkcJBAO5p/P/DOv6CBKBoR5ViwW7SgHshtkzGZnZ61mlTlNBzUafUhSqVSyLoNk0cvlshqNhtUn1Wo1JRIJNRoN1et1dbtdO2SzXq/bWOzt7Wlra8vOMZqbm9PQ0JCmp6ctnvsSCTAFWUJcFczHbrerp0+fan5+3jqcMQ6I6gg4uVzO7Mz1el2ZTEatVktzc3PWBTcYvKr//fTTT83B8vHHH2t1ddWyNmtra5qYmLDv393d1cbGhj788EP9tb/21xSLxZTL5TQwMKDd3V0dHx9bCUA4HDY7/y+6vtJkxquT0nU3Mb/oPfv2dpN+MuPtJ/wbpVO69kEDEr06ClgLhUKmThAMvUILwZqcnDS2ywn3bEZDQ0Pmt6xWq7Y42ESj0ajm5uY0MDBgLYSHhoY0MzNjfd2xZdFNpFQqWQvQ4eFhzczMWKq61WpZ3U2pVDJFLRQK2c8sLS3ZAm61Wnrw4EEPiPNBWLpawOVyWblczlSjwcFBWwiA9MHBq8OYCNZHR0eSroAGGwLBYnt72zYx1HYCdL1e17e+9S17z9jf/PkytMB85513tLS0ZN8zNDSkpaUlhcNhs6x1Op2emikCuyTr+kHwJBgGg1f9+FG2yH7hX52ZmVEsFjMfMMAG8CjJLAMvXryw+4YcAGi63a5mZ2dVKpW0t7dnxIxCSTzMHO5J20vqt1ByAOreQukJvbcD8WesCw/wWGOca8IG6wEYGya1V1/08uCr34fvwZzUa5thY2XO8ncogycnJ9bwApDhC1N9XAFEe1srRM97pIlTbNrlctmUTbKurG2+07fijMViVrM1MjLSYyvqt8AB8v0YeWAJiGUO+zoJxIJisWiZR4CFB8L9irxvPgHIltTTaMDfA5sy9+hrWPhZb69i7IiXrEvuyb8HMjPEbH6PLAZz1f8sRIZD7hhT7Hg+s0WGk4wO68iLaf1kJhaLWZbSCwQDA1fdqGheQnYmnU6bwo6dh/XnLXw+W8b677dLe4sc78MLfswjT2r88/KOvEDos7c+Bvjv9iTZZzB/FavJL7uazaaGhoaUy+VMXGs2m6rX61peXtbR0ZFqtZrm5+dNCINkIPacn5+rUqlodHTUDip88803lUwmbc76PQ0iHQqFTIS7e/eu5ufnlU6nrVi9VCopGo1abWu//ROQu7GxYcXy/oIIHR4emlDiG1Uw5twjZJx3xnwPBoNW5J3JZHTr1i2FQiETRg8PD61gv1wua3l52QAtImoweGUT5+gF2hYPDAxYRrHdbluGC2UeksI6qFQqJvC2Wi074Jk5QuwlBiG4Eu/YI9k3iJUff/yxut2uVlZWDHdgxWKeQFylq3OHwCG+xTG1uJyRdnFxoYmJCTsz6OjoSIVCQXt7eyqXy1pcXFSj0dDi4qLNd5w01DzxeayX09NTzc7O6pVXXtHY2Jg5VzgXhzUtyQ6Z9LV4EGNKF6hn4nm63a41tBgeHrbyAvYE9rVPP/1UqVRK0rUYhuC7urpq9sJOp6Pd3V2bu5A8smi03I5Go9re3tbjx4+VSqXUbrftSIwXL15YRzqaavyy6ytLZri8X7c/UHs1EnDmFV0CAoCAy3t/UVH8d9G5An99MBi0TmQEQXyPpP5ZNNFo1DZJ0paVSkU3b960TA0e02q1qpOTEysO5/tRiVB+vdqNikB6lq4hu7u7CofDmpmZMf8jtTXj4+OmOFC4NTExYcoxadadnR2Fw2HrUhGLxawPPQddRaNR5XI5PX36VOFwWDdu3DA1lnaMZCz8psimDPC4vLzU/v6+gZmpqSnLZqAcZzIZ7e7uamBgQKVSydTr/tacEItMJqPV1VXNzs5KuiImy8vLttlJ13510vQAkqmpKcs04J8FfEGUo9Gotfz0FrWFhQWdnp4qGLxqWcl9PX/+3Obh+Pi47ty5Y4QgFotZJk6S2QzI2mGbSafTPR1Hzs7ObOMcGhoySwEBEC+rvzwp8Gq0r0GQrk9dB7z575mamjJwSCtu1hUkHsXti15sfNg3vHCB7QfFC3LBu/XACjBNtgGrGXMGws6m4QlAP3nBtkmWhLFDFeO8qP39fR0eHpr6HQwGe06K5jDHSCSisbExy/Ci3vaTTK/mSfqZf3vCw3oDlANGqSHBE00TEGquIEjehuUtuQB87B+QHTZUfxFvPJFHGGKO0LSFNca8xuftswhko3jOYDBo7c53d3ft3B7ePeTJk1mf5QCAoBqTcffWMu7Ji1j8vZ9bfsxQ0omF2FNTqZSCwaCJRXQcktQzl7xw1w9mEcv8HgfoYx6yB7FHEoMAXVz+u/oJDZd/VkQCft7PP/a5L/PiexuNhrrdrubm5szW9vbbbysYvDr/Y2xszNrcY53rdDoWK4+Ojszu8+DBA7366qtKp9M9dWZkUwHtOAkWFhZ6MgLUP0SjUcv+Ly4umrUQ4Q2wfnJyopmZGRtLBAPOBqn/p7Pf2MskGVkgfvk4hMvAi56+TTtEJxKJaGFhwVqCf/rpp3r8+LHW1tY0NTWlFy9eaHFxUWNjY2o0GorFYvqbf/NvKp/P66c//anu3btn4gExIRQK2V7X7V4V4GN1Yy0w/6nl8PPYiy+Hh4f64IMPVKvVTO1nfhYKBVufFxcX2t/fN2BOpnB9fd06gI6NjZnQDLmYnJzUwMCArTFqe4l3NG4Av9VqNZ2dXR2KfePGDU1PT5v1iizNycmJFhcXlUqllMvlzBLHGsDJMTk5aWfVeLGq3W4b4UL4A3+RYaNTajgc1tTUVE8tj8+sI5pwhiFZ/WAwqHv37pk7JJVKaXR01DqqIphls1l7Fzs7O/q//q//SyMjI3rllVf067/+6zo+PlYqlVKxWFQkErEMEzWy29vbikaj1pwpEAioVCoZnvula/sLxoa/tJe3lxCcvQJJEOfymRkfpNkAPEgDwJydnVknMpgxYBHGTIH99PS0MpmMgsFgT5ti1An8hWzGBwcH2t3d1fn5uRYWFgxYtVpXJxaT0ZBkhWbcqz8ocnFx0VSTvb09SddF/aSLycQQcPBUkrkIBoN2ngpnXmxtbUmS2dmOjo40PT2t+fl5tVot61QSDodVrVb15MkTA71snsViUZlMxrrDQUY6nU6P2sAZL9JVkKbLFIBqeXnZwI8Hq7QDJutASh61BCLK2TzYw7DinJycmKeaolbAUKVS0f7+vn0fPlmaC6BKc+ZKJBKxolFUnnQ6rWg0au88FApZe+anT5/qpz/9qRYWFvTqq6/a+3j69Klu375tyngwGLQiSWx9sVhMS0tLBqCxv5VKJRtrVEECTadzdXYNARywxvtiDfQDZQBTp9MxoO/BFCANQEtXFlQxgBDA/Fdp0firrH3uj3XB9/h1DOhEyfcZGZ+xBXTxPJAN1G2yBV4wIZYAMLyK6+tXqCeq1WrWspUuV3SgAXx6sQQg4kmTF2A8WPCWKTLAxACAv7dRETeJOR5USLL3LF23aAUksVb4TMA6GULGhsvHPJ/h8Flr6boei/9GCSfTyv34GI6QQH0Bc7pUKmlra0v7+/uqVqsWC1ibdDbqz174jB/fBZhizBBhfIbOOwIgFTwH8813W+Pdkz2GCNJFiEw13+Nt0n7eejLj57Un7TwLajn3i9ggyd4965/n8Jkm1pe3qvnv8JZAPuf4+NgK9H8VMPOrXABSsun4/jnn49atW6pUKvoP/+E/6LXXXuuxckEQeDZsh6w3RA8UbeYnAh8g1O/l2KnoouabDfkxZ20uLCxoaOjqXBKfNT49PdXh4aE1yEHACAQCVjNKZpY1TpxjXkqyQ4uxWrP2iAfDw8PWLfOVV17R3bt39ejRIz1//lyzs7NaW1vT+fm51Y6CaT744AMdHR3pwYMHikajllH0GdK9vT29//77unHjht5++211Oh2zeWMFZE1x7xAN3BAUxYO/IOFemD06OtKNGzds/6fedHBwUHfv3lUmkzFssrOzY3MT0RuREMKDI2N3d1fr6+s9wu+dO3cUDl8d3sl7iEQi2tnZMedDPp+3cWevoOMYzYGGh4d1eHho5+JgnUOoIV4gfvMZ4M1yuWydcqnHhuj6OEgNGDGarNjIyIju3btn+Ii5QItnnCmMaavV0szMjIrFop2fJF2Jg2SxY7GYxdHx8XET0qvVqg4ODvQf/sN/UDKZ1GuvvdYTZ3/e9ZUlM5J6NnafEYGp+yJnv2ETlL3yTGD3NrVSqaTHjx8rmUxqdnbWyIlXPUdHR5VOp62fOQCu2WyasiBdbT57e3v68Y9/rFgspvX1dbXbbd25c8eKzCSZHQzgC3gm3UswoDUgZ0xQrOi7Z3i/MwV2FMfxd6enp5ZVwaZ0eHhoQQPlH7BCrY90pY5lMhllMhnrlsH43L9/37IHqK7Uc1QqFSUSCTWbTVUqFesWw0YDuYHRk9I+Pj62QxnZTKPRqIrFoo6Pjw10E+Cr1ap+8IMf6OnTp1aEmM/ntbS0ZBtYIBAwoMQ8gGjxz+HhoSlqL1++VLVa1a1btyzjAyhBcSWjRcF2vV63VpE8W7PZ1NLSku7fv2/tH09OTvThhx8a8Icol8tlG9upqSnLTJEKHx0d1d7enrUDpU6pUCgok8lIklkQOXeHMYUIM2eYq8w1AAs2KawvgCTeazKZtJQ1zSkgqHQ+g3x90QsQIF0DKe6ZrFy7fd0CV1IPmfEWEmx3qPXMg6Ojo5+xMPmGA16tBiBiW0D9R5zwFh8ICkDUW3h8PALEAkp8BtpnvMgQAMT4PN8W1ttUPEHzpJB45mvnGo2G3SMefjY9MkqsIWIw75rY64kk7wzl0r8H7w0ng0LGC2sPGWl+xyu1vAPqnnh26iNoakJzAcQIMk2ABm+BAYRRj4PyyTzwdi8vrHky5IkAsQbCDQig/oy6OMbVN6dgHvNnrFXEFu82+HlkHfsZcxpgDHD3pNjPa59p6reKfR7B5juxuBAjv4yr2+2qXC5LkrWFpWCezMDMzIy2t7dVq9UsO0NDDc7PGBsbU6lU0ubmpjqdq8L+ubk5RaNRy/zyfcQtiqaxgkHqsC4RW/f29uzMD8aI94QFnffKuyKWQGxTqZRZdgDyiHDEGEm2FzLGvDPioLe88p4g0MFgUK+88orOz89VKpV6ajmbzaYSiYRlRyORiLa2tjQwMGCHigKUpau9m+6nOAuY62Q8OLZAktWkVSoVi9UcUUHmp1gs2ndTx1sqlTQ/P2/W78vLS8vGUENCU5yRkRGtrq7aOUJY51h3XMQ23uMf/uEf6qOPPrLzdbxNFLHk6OhI0WjUGolkMhmbR76+lTWBqJrP55VIJGz8vRXZZw+9uBWLxazWkuMoIpGIYrGYCUxgPEnW7ZRY7BtyUE9L7ANngZ0hwLOzsxodHVWtVjPRAEJG7BoYGLD63na7be21c7mcVldX9cEHH+iDDz5QtVq1e/tF11eWzBweHupf/at/pfv37+trX/uaARdAN5ODBeW95QQOT3S8AgZAqNfrKpVKppKwgWKxYGHgbQTw1ut1xeNxW8gAGjaiP/mTP1EwGNSDBw908+ZNzc/PKxgMWt/wWq2mdDptmyzqEYAlGo0qmUz2EAVaJwPMUMO99QWClkqlLFjgk0etZIG+8cYbKhQKqlQqqlQqlvk4Pj42PysdTZLJpJLJpEqlUg+AgbWzUFCKg8Gg4vG46vW6kRnfIMBvoPhlDw8Ptb+/r5s3b1qLWpQs2jEuLi6ayrW2tqYnT57oxYsXKhaL2trasn7ubC6hUMhsBGQ+GL+5uTmzewwODmp7e1vtdlvVatVsQ+l02nykdDbrdDoWhCGLL1++1PHxsba3t7W1taXt7W3zaWNNGxkZ0fz8vLa3t3u66EDQvFUoELgqXmf+Me86nY7Z2GZnZ60lKY0Fjo6OVK/Xe4A//+3BCkTGrw8ykRA/VB8IvbdH8S4BAq1WS0+ePNHjx4/t97/IVa/X9c/+2T/Tt7/9bX3729+2PwfYkjljnSJu8J77CVW73Tby4jMW1Bp54C9dkyliAmDcF+F7CxXAg80fayoZD9+sgfv3dkHiFu+DuOa/x9ujvIru35N/Bq+k896pyYNs+6Jc1jBqHsonyr0nXQhHxAEPDD1Q9pktiIT//9PTUyMkvEsAJNkDnh0bp8/y8m4lmR0um81qcXFRU1NT1sUNwgK5hRz0kyVPVr0LgDXp54nPRvXbuHg/kCJJRqoZWw+E+F4/P30DBT+fffaQfQdACiHzJBzg6DP//dke/555Tm9H9SKAFxf4jo8++kg/+clPjFB+katQKOh/+9/+N01PT/cISoA+Gijs7+9rY2NDw8PDWllZsXWB1ZmDlAcGBiy7A2gG+LF3Sldd1BABveDA+vV2Mvar09NTG2sAZLfb7emkSWxgrTDvsJaz3jiTzgs0xAPqq5hzzEvpur6K89q82EeWdmFhQa3WVatlBMtKpWJ7XSAQ0NTUlHViOz4+tm582LHIjmYyGcsaBINBK+4npoHN2LMkmeWK+woGg4ZJRkZGzObXaDQ0Pj6u+fl5q8eQeuuZcWd0u11tbW1pfX3dOqr6pgMIlmToaFTDmSg0IqpWq0bUcD20Wi2znR0dHSkSiRjeY/xZu75BC53Gstms4QzIsD8OwIvmxGTmBiLm2NhYj6jIHtZqtewMQeIwYhJZRAgYY0AMpBkNv8vcIr75BgnMzbGxMXs33W5X4+Pj1qI5k8lof39fT58+/RkR5POuryyZiUaj+jt/5+/YpGCRoDjxMrwyShDyCprfsEjd8/MDA1fniySTSdvQmXD8HWeOkC7GJ+7tGaSQw+GwlpeXtbGxYRv18vKyBY9yuazDw0MNDAwoHo9bUE2n06pWq5Z+ZEHix6dzCZsPAQDQc3h4qEqlYm30UDBJ7ZKiZXOkLXImk9Hm5qY2NjZsw6NVJKBhf3/faoHY2Kj9OTo6su4ogLqzszPt7e0pEAgomUyaYkZbxdHRUUuj4ilnodXrda2vr1u9BH3lf/zjH1uQC4VCWl9f12effaZSqWR938/OzhSNRnVxcWEHXqJeYGvxNiqAFsCuXq/bZkXWhawVQYAOL6R/K5WKXrx4oZ2dHVOC8M7yjJOTk9a+kVaGKE2cF8NJz5KMBALMycAcHh4qEonozp07BraGh4etKxrkb3NzU9PT0zbv6dTjlV2vqgOYGSM+G9sG3mzUPoIfa4Dah1deeUWvvPKK/u//+//+wms/k8nov//v//uebCsBmI3D25bIaLAhQGQBN/2WrVAoZEod75tnhHig7vtMMGQEAA7wRXFjzkmyQ8R8xsKTMU9e+G8AC5+N+ML9cJEpBGyw2TMePkNFzPA2DJRsQDyWTrJuHux6MuNrjbwiyDMA3IitbOSIRMQP/uFe+XufUfJAm7jC2HNWBFkknnt8fFwLCwuan583+4snHXw/cwWwzz34rIi33XGv/r6Zi8QSL5pJMuIkXQk4gGu/n3lLp7d0+WdnHfa/U59dYuz4HW/n8wTSW//YRz3598/gn5XLW/S87fHtt9/W/fv39b/8L//Ln3mt91/UrCQSCQODWNmoK6QTWzgc7rEvA/IQdagjJAaCFRgH7KHBYNAEG9RrYg+2UISKRCJh4hkEyzfKIL7wnrFwc44a98FeFI/HDaj7eODXPRkBYhX2OZ6ZtYbIyTpi/nHfZNPm5ua0ubmpSqViQhvWt9PTU33yySfWXdVnm+mSdnFxoYODA7Nm06AI4avTuT6egZbPvsYR0ZM/wyo6MjJimbZGo2FiBCCdGpFwOKxaraaNjQ2zSyFktNtte/eQqEajYRatra0tDQ8P6xvf+IaGh4e1uLiokZER5fN5Ezunp6e1sLCgSCRic8hbbVkrrDHeWbFY1Pb2thKJhGUSmT+eeHgRg/VKnB0cHNTGxoby+bzu3r1rxNELnOBOL3RVq1XLDLIvULyPq4LsHnY+iC3vA7suIgwxIBqNWiMISZY1S6VS+lt/62/p5OREf/iHf/hL1/ZXlsx4JcQrgWymPqATdL1axMWGBhD1yhN94M/Pr06/peaC0953dnZsURwcHFirvdHRUTWbTUvpM7EAobRufvvtty0g4OUeHh42zyM1EHhM2aBRfJjsfDZKEpsKjQAqlYrVrPB8WCguLy+t5oIOXT6TEolErGCeE20B8CgsbAJ08xoaujqUqVwu29k0Xm1dX1/X/Py8bt68aUGcguRKpWI2K7yz29vbBqo4Q8AHRRSr733ve1paWtLW1pZlkObn501NI5CjOEEAsPjxc6hmh4eHZs/zNhgsB7RmrtfrPXY1LGLPnz/Xu+++q6GhIS0vLxsgTiQSeu2115RKpbS2tmYWBLzgkDeC18DAgBEoNiRPGLvdrtnPuAe60uCz7Xa7+vrXv27nHgEAnzx5ouPjY924ccPS32yazKt8Pv8zRY3MbeasL6IGcEH4Aa/9a++LrH1vpWFtoCp7JZsLgOo9/z/PDsTzkGXCluMBjK894P0ASshqMBYAOw86fVcvnol7YZODWEImmZsQMJ/l8LY7CBsKJcSN8eHd8J3eOoe1klbj3poEMPJCEP9AIlnLzB9PYHwxO88YDAatPsQTUe6bnyEueYBNBpEsms/kBAIBa+1+eXlpwM6LXtyDP6ujX9X2Vjo/xoy7JxH8dz/RZB76z/AqJ01efP0ABPT8/NxAup93xCHixuetEU9UIBbeEsjFM/cLAPw579i/O//+GBN+xpMqLDfeNvdFrna7rampKWu5S6ajUqloY2PD9uZIJKLV1VXt7e3p+9//vjKZjL75zW+aKh8MXjVdODk5Ua1W6zmPyteC9J+zw7yGPLP+2Xu9NRV7cDKZ7LH5MdfZV7Axc94IIgh1KWNjY/azCH/UciEqEqNbrZbZtZn7ZK8gHDwHcw3LEt1EsYtx2PTg4KDtmcPDw3r69Kl1WiQjLV3Z/rDo7u7u2nODmSRZvQ/1uxS6U7N6eXmpvb091et1zc3NGXn27Zx3dnYUi8U0NzenbrerWCxm4iekr1AoqNlsWmtq6m0hfHxuq9XSzs6Onj17ZrjnlVdesblGJmRgYEDlctmIMnUjPvZBrpkj3l4ci8W0sLCgtbU1ffzxx4pEIpbtIsNMt1fEBIiOt8S3223l83mrm2bPXlhYUCwWszOMiDGMOTU4tGZGeOKg0mw2a6Sc2lfWBIQZGztuEmIGQjqxgTUWCAS0vLysQCCgP/qjP/qla/srS2YIzt5bTmpWUk9xlCc0XulicuAvRxHjdzOZjGZnZ1UsFlUsFn+m6xHBC1JASrFf7cb2AvhcXV1VIpFQKpVSq3V1cCSF6MVi0Rhwp9Mx+w4Mm0lCcGICoqgRkIeGhqyvPBsfbWfJlFBk6+s9AKCMF61CLy8vzQfLomVT8Eo4wKfbvTrbhcXAfQ4ODur+/fvK5XLK5XKamJjQ9va29vf3rSvaysqKFddDnlqtlgH2ra0tjY6OWrEc/dK3t7f1H//jf1Q2m9Xrr79ubZJDoav20hBGUtooz/l83rp6ULtSKBRUKpV66oCoVaKFMo0FsKiRiubQtO3tbU1MTCiXyymRSCgUCpny5bvdDA4Omo1PkpFbMl4QFN5BJBIxAISHFXDBuxkZGTG1BZXXAzw6uOzt7anT6Whvb6+n0QTg8/DwUC9fvlQmkzFLHQAUUsNaAsyw7qhHYA14i+eXfXnF0dtA/D1J141AiAX9Vi02tKGhIbOe+GwEwRpgiCpaqVTMtslYs4Z8xoF14M9O8ODJW0KJa6xtSead55n7bVtshB68equpz4YwBl7hBzAnk0mLa9x3Pxj11sfPszUxL3yG3L8T7pHN2tda8M6IKfwc90A2iJhKgwXIUzAYNFUZxZH5SKxmrDgPg/EnK0n2s99C5m2fPmvC75Ex91lDfs53xwNskukACBGbw+GwtadnHLzNiHFnfkGU/J73eZY1SC0XP4so4IUfPp/34tdwf0bKz3fiPsBP6s0e/nkvn8WgjXgul9PY2Jh2d3etrmVqakqZTMa6RubzeZsTEOFcLqf19XXt7e1pcnLSMAAHIHqBETHDkzYfyy4vL3sOO5yYmFA8Hu/pEhiPx60hCzEHgE6GwsdsCA3Ak0wnyne9XrfP4Sw3YhdqP90JKUaPRCL2bN1u18gRLoUXL17o4cOHdugkAuTJyYm2trZ0cXGhyclJW8/sXew/w8PDKpVKCgSual0SiYSdXcLcID4A2D1Q5+iIoaGr81lomNJqXXUJA7Ngc2O+cvgjmVqeGSGVg1HBjJ3OVQnA1taWdXvN5XJaWVmxQzDpLHZ+fm51KxzGPT8/byIoY+Q7A3KWjXRlo0smk4pGo7p586bZSckukinEck99CaR4YmJCxWJRJycnCgaDunPnjjlqaDZF58Z6va7x8XFNTk4aNiOmSNLW1pbVknEWDHgSARTnS6vVMrGagzCj0WhPlpK1xHtlvMg+SrLa6V92/YUnM/V6XbFYzP7/3Xff1fr6uhKJhNbX1/Xf/rf/7S/88593AahYVL7AiGDO5gzr94CBoISa59ts+rQsG9Lx8bGKxaLa7bYBHArXKUznhTLxIT7SVap0Z2dHCwsLGhwctLMEAHlMglKppEQiYcqdV/xR2UjdQqTC4bCBbDaucrmszz77zNKPgJd2u639/X3rtMU5NgSMUOiqyC2fz1sWidoNMg7VatW6eszNzSmZTNqpsXRKm5ycNMBA8RwA0ReRZTIZtdttPX/+3AJOPp9XMpnU48ePzW5FoBsaGtL9+/d1cnJiqex4PK5Go6G9vT3rgEY6GGLF2T4eLBLIeY/MDUAAGzhe3Xa7rcePH+vb3/62NUig68vw8NUBZ6enp9rb29Pu7q5OTk50+/Ztzc7OmqoViUSsKJ9WrNgHaXbAOTyVSsUKECGPKOa0job0ehV1ZmZGs7OzRgRJAXc6V4eeHR4emlL/1//6XzdrRj8oYZzoaIPSjEXGb+b9qi1jKF2BHUB5vzXlz3t5y4sHZwBDX68AUeHv2chpoY1Fw1vjyEREo9GfIWAAbR8/yMigoGLrYsyka7U7FAqZtRDVFJWU+MPnA/AZW99lCdDox9vbPvqzUIwTccRnGBBNWC9Y6ny2mnvis6TrLmS+LonsHd5vYij/7e9dkn0HMdCPBWPmiTPjf3Z2pt3dXe3s7FgRKkQecMaG6+sbeG8+m+hrUPxc9kDfvxO6ywFyva3MN0BgPXnC4UUnn91hr/J2Rc4jQgn19VXMLe7DZ7IYJ7oacW88g/93/2f0X55k8zs+S/V5/5D98yD2y7jOzs7scN5wOGynkXuQTAax2+1qaWlJw8PDBuIgDlig3nvvPY2MjKher9sedXx8rEqlot3dXY2NjWl5eVmSbD/AxcFa5l0Wi0WVy2WzlLHXFYtFPX/+XPfv39e3v/1tmz+SrICe+/L4QpLFeZoedLtdK6jn4E/qVPgMBEoPeKm9wJZO1ikej1vmQJLW1ta0tbWleDxuWQ+wFY0WIBE7Ozs2x3m/8XhcmUzGmgpJ12fDeJslNjjmCHOLTFQ+n9e/+3f/Tt/85jetPgbBA8JDnTCfx+eUSiVzb4yPj2t9fV1PnjzR3Nyc4vG4rTG+E+taNptVKpXqEeaodaEN9N7enrrdru7evWuxFBKFa4Ys6/7+vrXspqYvk8lYg6Dd3V0TTBAKvJCI4Aq24qBT3Efce6FQ0GeffWZzvlAo9LT1ZlypCWIuE/PBHtjqiaE0UgkGg9aqG1LmG4kQZxBymBOQ71qtZsTuF11/YcnMv/7X/1offPCB3n33XX344Yf259/97nct5fS7v/u7+tf/+l/rb//tv/1z//znXZAZXwzrNzPAFiDM+1wBLp1Ox8AISqFXONvtthUtjo2N2YuC2eNxXVxctFQxmxdMGzJxdnamxcVF3bhxwxYBHtrnz5+rVCppaGjIghS1M76bEkXK9Lxn4knS3NycqX6bm5t67733dHZ2poWFBTsnRlJP1w687WR5RkdHlcvlVK1WbXKzQABAqPMERA69lGQZA0mmyEBwAOGJRMIyGhC2yclJO1fn4ODAMhvPnz/X9PS01elQgFgul01BQ3EqFArKZrOan5+3TjIEM0jf8PCwzs7O9PLlSysI9iAD8HlxcaFsNqvDw0M9efLErIShUEgrKyvW/x2rGwG21Wppc3NTL1++NOsbadbR0VFls1kFg0HzFOMrxZZHehYVjMJDSaYyYycgm4j1KJ/Pq1qt6u7du5a+5pk9ICbAoZbROQ8FF9JPzQOBCICfSqWUSCR6FBmv+nogKKlHzf88n/2f5/KbDc/GGvG+fcCNV9shtJLsGfl7b3/yCqcnZcQJ/uzi4sK89VidfEYCW5rvwsVYc+8AUMgn7TzZIH3Wl82P52WjAoihzvIuGW9vb/MWM57LF/dzT8QchB7AcH+tDgqtB/aSzPLRP0f4PX4H2wmWTsAT1iQPsnneWq1ma213d9eUW4q0ab3K+Hli5+ctY+vBhP9Z/y55Bv7ft4vm8j/Ps/sshd9juA8PhlDUIUV0Y6OukbFjvvIevcrt9z3mK2vDZyk9uPSEivfLfgpw8mIFv9+fBYXs9dfb+d/7ItfIyIiWlpbscOpyuaxCoaBisWjdFImV3e6VdZCmL4iRkizjHY1GNTs7q0AgoN3dXSPC2I/ZXxk/moKwp3nyRiv/XC5nNVkjIyPa39/X97//fVUqFWUyGR0cHEi6ium4DRD+iAV+P/J2RSzrPAMKP5kc3qUkE8larZZhCYRb6mLj8biJOeHw1XEC8Xjcum0eHh5apiIWi5k6X6/X9cd//MdaXl7W1772tR5QTqc39h4cEL6+jP8GBPc3TGk2m7p9+7btuxA8utf5GhVIEcJpoVBQrVbT0NCQNTBKp9NaXFy0+hzwzeDgoFnMZmdnlUgkLNMEeT04OFCxWFQikTBBiSM7wFa+42swGNTLly81NDRk+KVUKln9FY4WzrshBoDNeGeI4fl8Xnt7e9aOmvdLdmRnZ0flctmyRZVKxQ5H9dZRmn3QFjwQuOo6B/n3BH56errHsZPJZGzN8YzEY/ZY3h0x7+joSPv7+5bd/WXXX1gy87f/9t/WgwcP9O6779qfvfvuuz1ZmgcPHuj3f//3zfPY/+e/iMywEPyGyIKkUIufk64PICPt65UANn0G3RfgonQALshyNBoNI014WePxuHZ2dqwAf3d3V8Hg1RkuqVRKi4uLyuVy2t/ftwMqt7e3rasExfTd7lUL4ePjY+VyOWPgdF/Bu1kqlfStb31LIyMjOjg40HvvvWcp8mAwqDfeeEO3b9+2Fo+++JOFCUhi4XLgEilQHyCbzaalhMfGxgyc+ywZgY8zUSAakKJarWbNDBhr3g9qQr1et7FFuZqamjIbVbFYtI2ShYMKlsvl9ODBAyu0ZzMmvX56eqrp6WkLpmdnZyoWi2bpGxwcNBsD82l2dlZTU1MaGBiwA9MqlYrZEFBQOp2OBSwII8QqFApZFmZ/f78HYPgxhDAzNxYWFnTjxg0LfLRUpo5qamrKyDOtmgEXZNx8hrHdbpudDeWFJgQAP9ZIf6EfgNtnGPrJiVeXvA0HoPtlkRlS6J6EoLKj7kMe/J95O4C3ExGU/ecDCnlOr3wzVmR3GEvG2WcgIpGIxQ3+zf2TISCLwbxng0QB993CfIbCg2Xu0zcRYMMGCFG3xfsgTkKC2MB8ETpjxOcSL4iL/Rko5gAbNGMLyGc9EksgBtT4EXMk9VhUIIfNZtMABjYcSVbnhIJIdyo2Xta0V5N5NoAD4wYx6LdRsnH7TL//eZ/dZI758ffdgbgnwBnvECsMF6Ib78gXoXsS4j32fn30Ew2fSWIsmA9kqCBC3pbJu/Wf83n/7a2bn5cR+iLXyMiI1W6OjIwonU7buG1ubqpQKGhxcVHj4+OWPSFuNhoN7ezsWHHz6OioNY3BUkvGfnj46jyWvb09IwOSLHZAsDnRfn9/X7FYTKurqz11WfF43OL+Z599pj/8wz9UIHDVSOfGjRuKRqN6+vSp2u22HXvgs2OA22w2q06nY/uYt8uxriVZ8wvWA2q+dLWHV6vVHts09uhSqWQtjO/du2dzinbTiHAvXrwwUJzJZMxCmMvlJMlqB3EYBAIBy5xxyKN0nQmEIDLviAGA8/n5eXuHkswKzzz3a6ndbltGhEY/Z2dneuWVV3Tz5k3bh4m1iIqIeeBB4lcwGDRxh/PRFhcXzXZ1cXGh+fl5E1CYH9j/bt68aYdte8v/y5cvde/ePVuz4CbeO6QNqxuCOTVKrKNqtWpZGeY8jZQODg508+ZNffLJJwoEAuYQoZEVh3EeHR1peXnZ1vnp6ak+/vhj/dZv/ZZSqZRu3bqlfD5vDaw4a4mYRCxC1INAUTN9eXmp6enpX6le7i8smfm866OPPlIikbD/TyQS+uijj37un/+yy28QsHJqCVDGCVQwR36GIjDvL/cBPRgMmiey0+mYr5G6Cula0UT9IejUajVrnUyXlWg0asoG3cvq9br1pOfni8Wi4vG40um0tYXlvBJaIM/Nzen58+dKp9PWnrfValmwXl5e1sLCgl5//XUDqdJ1oMHnOj4+bgXidOWgZqbRaKhWqykajVrRG+AekIXyAnABOJI5YIOjviSXy5kqRFHh8PCw1tfXtb6+rng8rrfffluffvqpTk9Ptbu7q1QqZYWxqE+kcvF1Ag7Hx8d1+/ZtTU1NSZJ5ZFHrqFuiLob5cHl5aUSSwyvJepClwe+M5Y3NjxaSExMTOjw8NHUiFAqZL5VW1qOjo6bmHRwcWOcZer0DfIeHh1UsFlWr1fT2229raGjIuuKcn59bvdbExIRtnL44mlal1HiRrSQIYk2LRCJKp9N2XwRwsj2BQECpVKqnnTCAnu/y6jWXJzSeEHjC8EUuPq//uwA1vDevOkPWqTPyLaa5T1/HAGjzHb28d545wFykYUS327WYQ3wCGLBGAKs+24E1DPIBsfebNRuttwECpAGwKOFkN1DS/Hvj/1mjPDsbDu8T0OAzWHw+44fFwIN4ft/bNf27AEhCNqSrM6tokOLJEnVxfAakFEGKAnN86MQ0DqAkI9YP5AEzvoMh/03HvkgkYsWt/XYz1iHzjvUFQWLPwd4G0fLWDOaQJ05kRvpJJuSIOUBNJnO4f21KMtDN3MLKx31BUJmDPhsFoYHM+hpQ7sNnoPzn8X6wc/qs3Re9GCPeEfH98vJSOzs7KhaLNt4A33A4rImJCV1cXOjx48dqNBpm92Z/oxkMDQT8fGD9Mveoi4TMfPzxx3r27JlmZ2cVj8dtHHyhONbrZ8+eaXt7W8ViUblcTkdHRyqVSj3nHwHyEUawvJIxIBZJvRjIZzba7ba5Gfx8Y+2hnO/s7KharVonVfZYmg/dvHnTcEOxWFQ2m7VsJtmSly9fKhAIWMH/4OCgYrGYdWTFloedFbBODGSOsXY44mFiYsLwCB3VIP3EQ591vby8Om4CmxWF6nNzc7aOwYrsj6VSSZ1Ox85rQwwn3o2NjSmdThtuQaA5OjpSs9m0+iDmBlbDWCxm4+j3v4ODA2uIwHNARiGJrB8ErPHxcWWzWbOvMb92dnb0+PFjZbNZvfPOO5qdndXY2JheeeUVE5QnJiZULpdtHhDTLi4u7NBQ3D7dbtfwJZglkUiYa4a5Fg6H1Ww2La6SXTo5OTGhemNjQ91uV/fu3TML5C+7/lKRmUql8mf68190VatV/d7v/Z6Rj5WVFc3NzVmBPGCH+gNUN4I5i4l0JZuUV+3oxDU8PKwXL15ob2/PTj6lC4Uk850GAleFVBsbG9re3la9XlcymbQUHYGCwPPhhx8qGAxqdXXVNsdEIqH5+XlT+cvlsuLxuJaWlqwbDwXrBGI2uHQ6rampKS0uLmphYcG6fWAt2t/fN78mGySkgMVHYD8/vzo/huAtyRa5T+2Wy2VLV0qyz8AWwfjiocVyxSGWl5eX+vDDDzUxMaGZmRnrGPejH/3ISCOpTvzQPC9dkz7++GPt7+/rjTfesLEjIxIIBOzE36GhIU1MTJjlAFUde83u7q7Oz881Pz8vSeZVJ0ilUikDcYFAQIVCwTJZL168sBS7JOtAQxEdWQ4COioLKjzPyLxF7d/Z2dHbb79tijXzzFtN/MbAu/U+WTZ/D8gYS0iV98D738PK4M8EIC3tVW9JPf8NcfrBD36gH/7whwb0Go3Gn3mt91+lUkn/3X/335ny/M1vflPf+ta3jIz552DOUcTKJnRyctJTn8Im5zMMbMAADMgNz9JqtYzQogJCfHjfgFRiCpk4b8cCKKLU8fdc2Iu8yu0Vd5+Z4c/7ga3PNjEmPBM/21/fADCBkCDyeAuUpJ6GIYyXJ7i+rgBwTf0c6xmbmO9qREwEuLFGEA0kGcEMBAImGPUfPOkJN0STPUGSEX5PcBAYJicn7b1wb4hb/B4giPni62+GhoZ6gBWf4bPKEDzWoM+EcDHnIBmeoEjXdaLMMa8u8175b8CuX+vciweLfi75d8P9A5CZR3SBJEv5wQcf6OHDh5ZB4PTzL3LV63X9wR/8gWVGfvM3f9O6lJFJ8EcJ8OytVkuJRELj4+PW2pZ6y6GhIT1//lySrAUwwDUUCml2dlaRSET1el2dTscapbAGCoWCXrx4oXQ6be4JsjlkcPnchYUFra6u9tjjJiYmbA5BEMErgcBVIT228rOzM6vJ4X0RP1i3fm30Z82IJd1uV6VSSRsbG6a6Y4kiC7izs6PLy0u98cYbVmtCTY8kvXz5UuFwWOPj49a8h6YG2F5R7Sl057v9HAXDsRYhMpztg6jCMyK8QjYRdLCebm9va2VlRTMzM4pGo9bwBjs34sjLly9VKBTscwH87JcIPdQKYwPDScT4QOwkWTaQZkn5fN66s/q9BgJDqQFj0i8EIGAPD18ds4AVF2tzJpPR3/gbf0Ozs7Mmnne73Z7z66gBOz4+tmeQruM2h61D2Eqlkvb29kz4SiaTli3zmVnEeayxxInPPvtMn332mRKJhKrVqlqtlr37X3T9pSIzyWRS9Xr9V/7zX3TF43H91//1f20bXK1Ws8MdPdP3bYEJzv0eXsAAC4sNFrUvFotpenraOo40Gg1rcbu/v28pwvPzc+3s7OjFixdaX1/X8PBVn3LSsai1KDpMFCYhAY8NHFWArACqxeXlpXWrCAaDVquzsrKi6elp3bt3T5OTkxoaum6zi0JI7Q8qLqoGk3FoaMgWCgCLrBnns1AcBpkqFAqmTqIo0Dnt8PBQa2trOj4+1vz8vDUeOD4+Nv9xt9tVNpu1caQ1LNkCAt3w8NUhlPPz81afUKlU9OMf/1jdbld/9+/+Xc3MzJiSSGEfxYaAhImJCRsDgno4HNbc3JwVvEHkSqWSJiYmbD4AWBlPbG+PHz/WxMSE5ufnDegsLCzYGExOTtpiJ6MHYSawEfgnJye1urqqtbU1C+6ABUgcGQSsQJVKxQIjpBkCwmZAoR/zr1qtWntSNk9Un3a7beojGS6scl5F9pkWT5S4fu3Xfk3f/va3LQB+97vf/TOt88+70um0/sf/8X+0DlZebYbA8N8ANV+4y/pnXnkgz3v4edkmXwQNuYF4Ap5YN75tNcARQsDv8118H8oqKqK3t/l7Yc16IuOVPsQGTzr5h8v/OYTD28l8zQRzjWfw2SEygdwz8xlgz9zg395i4gtx+V2yghB1sujYRCH21NwhRpCR6W8U4DMOEBOe3Z9DgrhDZ6BQKKSZmRmlUin7He4LwuLfEc/AOHBPsVjMVGayS8xBxtYTa1+jxDoGhDBm3vrk56Oknn2OMfCEkljPXGWPADByedcCMQQrCmAP8Y954K2ct2/f1uuvv25233/5L//ln2/Buysajerv//2/b/OKjmGFQkE//OEPrYMZpBkhDpU9lUrp6OhIBwcH5pggJtdqNRsfBA8y59PT0zo9PVU+n9fk5KSSyaTC4atzbIrF4s8c7jowMGDneSBqSVdnCk1OTmplZUWlUknFYrEnQ9kfJ8ikSLImADwPBJjYyr4CjiETzWd7cscYsJ+x72JdYq+jy1enc9W1kSZD4JHh4eGezlkQPDIeqPb8fa1Ws8yMtyIzl8BvU1NTVndEPIjH41ZPXK1WLa6TVX7vvfe0u7urGzduaGRkRLu7u9rb27MmRT7jC47iOavVqokNxDxqrRH+sFfhVMlkMpaJGRwc7GnzjTgsXYtimUxG0WhUT5480dOnT3VxcWGCK2SKteWbPhEzwuGwHRVycXGh+/fvK5vNanp6WicnJz2/S7w6Pz83u9/jx4+N4LA2eF+QbnApbh3s7TMzM1pbW9PDhw+1tbWlVCplh70zJrzjQCCgt99+W2+99ZYd0vm//+//+y9d23+pyMyDBw/0wQcf2P9Xq1U9ePDg5/75L7q8RQMQzmbRaDTMAtDtdq37hicybHAEHmwCKC+Hh4e6vLw0tk4Xh1KppNnZWWOtZEpYZOVyWVtbW5bm5kwYVPVYLKYXL17o6dOnymQyunPnjrXI3d3d1ejoqBqNhqampiyb44EDGwrtYCmgo9UzTQYABbRmRKmEZUsyMM9CIBADqp88eaJut6u33nrL2Dxdm2hfzAFQkBU2xeHhYTvM7OzsTJubm7Zp4yMeHx+3d0PqEqvO6uqqBb+dnR3rDEZBLErP06dPFQ6Hdffu3Z4WmBBE1AfsApLsHkOhkHmpJyYmNDk5aS0fw+GwtSNkM97b2zOVmCBMUT6gig5EKBwQYNLH2Mh4j4C6cPj6TJihoSEtLS2pUqloa2tLlUpFS0tLFtgAy6jqEBXIOyTVW1yGhoaMZO3u7qpSqdi5SBR5e5uU31z5HCwTvl4DwOOVQX95a86XdbFO+U6AJWTV26AYJwACxJB3yNgzNzxA9IAPMAJp8ko2aXviCmDW28r43X4rT3/dgQfJgCxvLYNw8AwekAKmfQbOZ2J4Lv4NuOEfxoNN38dX4iSbPCDRq6xYMLCheoXZPyegBaWYmI3lk/cIIEMR9y20KfZPJBKampoy1dW3rfZ1Idw/n80mzv2cnZ1pa2tLDx8+tJo8LCeAF2xiPuPBeF1eXtrYI8agjmKt8euBf/PnlUqlJzME4YDMkJVnfPptXrxDyJRvauFrVnzWx89FL/b5uYaFkffBHMXqCrHknrgYH+b+l2Ex46LOgMzA7OysNjc3VSqVtLq6aufDSTIrDeD5tdde0+PHj1UsFq1uAWU/lUqZ1Zs6DwRLngnLTSwWUyaTsSzQ1772NY2NjVnBPLU92LlwRwCcp6am7PwSb58k447llEw4By7S3dJ3GWSuBgIB2wcgzJB1Po/7OTs7s6wjZCsQCNhB1LFYTLdu3dJnn32mx48f9zRFQOTIZrM2Drx7nuPo6EiVSsUyNWT8yNxBhBAEIegIdmAQBCMyZTybz8qEQiGz7WezWUUiESMM3CNzAfHyo48+0v379+298s4fPHig8fHxnhpFDt5F6Do+PlY+nzfxgzXIM1K7wv0jwpC9GRgYUD6fN/zDHi3JmhvNzMyYi6TRaPS0QcbWHo/HLWvHeXNecON4BrJR09PT1rCAeSHJWoETT3K5nJLJpGFISNrZ2Znu37/fE2tOT09VKBQUCoUshicSCc3Nzdma8wcX/8J1/UUDw/8vr+985zv6R//oH9n/f/TRR/qd3/mdn/vnv8qFeoFyx+muBwcHqtfruri40OzsrG2aXk1CbQYMohiQ0sPKhSoQCoUs1Ua6dWJiQvl83grC2OgymYzW19f14x//2JQLeoh/73vf0/7+vlZXV63GBpVnfHzc2nHS8vjy8upgy2g0aosc2xZFkABz2jtWKhUr3iO7xNksHMTZ6Vwdermzs2NAOZPJWEHg/fv3VSqVJF1tRtih2BBpsdzpdKxOhQCAhx+F8/XXX1ej0dCjR4+Uy+W0tLRkrF2SZRUqlYqazaa9j6OjI21ubqrVujqPB58xqnyr1dK3vvUtOxjr+fPnun37tgVO1FGvSvv2ppOTk3r77bdVqVQsSzQwMKB6va5CoWDp7r29PX344YeWZibDFAxetS28d++ezs7OdHBwYP3bU6mUcrmcFRHu7e2ZlZC5guJFcPfWJekKgLz//vtKJpO2sUEQIbLY6rAE0i/+9PTUDtGC1FWrVT19+lS3bt3qAbyAEVR+AA6AF3COCguZ6FesAa2AZg+kv6zLW8iYmyj8kEY2eA+muDfui2flHpkfPKMH3x6weaAoyXz2fi5D6L2azrh6OxyAm/+Wrk/1pk7p87IqjLEnKahiAGHei88y+d/zgg4/6wmptzZJsg2dnwFU8l3eNkGHJIC+B7oolvyb7DpWB18z4lvnY2tDfJqcnLTMNRkob9vgs5kvCFneZtxqtcyGgaCEAk52SZI1UeHMF792qIeigQK2VoQLb1OEeDAvEeK63a6ta+YwY8weRVdM7ot3w37ms16Mu89OeXLJO+Hn/XoHTPLnfq56ckNb82az2SMM9mcb/Xz7Mi72IGJto9FQPp/X4uKi9vf3tb+/r7t37xrB9oQ/l8vpzp07+uCDD3RwcGDnu9H9FBswB87SXRRAHYvFVK1W1Wg07Gdv3rxpZ8GVy2WFw2FlMhlrR4sFstPpGODDicI+SV3p5eWlAXcvhOzv7/cUXDP22NN890Uy6oiexHWESmK5t0YSa3xHQEhhtVq1Z0d9Byx7ixxxErs0a4P5xH5VrVZVq9XUbreVSqUMqEPqWEfUo1DzVC6XVS6XVa1WTYggi/b8+XPduXNHc3NzlnEiA1EoFPTkyRPrxlUsFjU0dHXkA7Zw7FA0FpmZmTExSZIRLcgXtbDU/iIkUjflG0oMD1913eUst5WVFVsrkEoOrUS4pU6oWq1aLCTDQlYO0RVbXrvdtqYBZHpo5dxqtRSLxezwTLDGycmJ6vW6ZSHB0QMDA/bd+/v7Wl9ft/FlP2OekvX85JNPVCqVtLKy0tNQxlvsftH1F5bMvPvuu/qjP/ojra+v6w/+4A/0ne98R0tLS/rud7+r3/3d39XS0pIkWceyn/fnv+giWLJIWSitVkvlctkCDgDPB1U2FJ9WxBuJrQZVB18qGQCCA8EFckGhWCKRUDqdtva4HH5YqVRUq9WsvSBBbHR0VLdu3bI2gKT7sRJQp0NAzufzdsASqjkpSA/EyQz1q6h4epvNphqNhqLRqCkYo6OjBqRjsZii0agFKEkWJKhvOT4+VqFQMA88GRPUWgjQ7OysFhYWtL6+ro2NDc3NzZkqxfjdvHnTwB4ZrVwuZ999fn5ugWJ9fV3NZlN37tzR66+/bqc/c3YAaf50Om3zhMLHQCBgpxSn02nb0FqtlvX1L5VKyufzpgQVCgVrx4g6R/97zucIBAKanJzU7OyswuGwnj17png8bq2MT09PdXBwYN5ibIyhUMgOzfQ2nlwup6GhIcsIAqa4f/z6odDVwVpTU1M9DR8uLy+N5GDF3N3dNSva2NiYWTM5iRmQhpqNUplKpWz8PEDq/4d55v3QHnR/GRef7TMsqPasX2+1IMvg7537h0xAzjypgXD6+MLG4P+Rrg8wRAH1QJDf86QQ8NhPrriHy8tLAz6+/gYQ209kmDcAWDJGgE9PaBg7bzHzgI/n90TE21i4F4pkfQxmnQI4+8fXvz82Rcgnv8f9ebWWQyhZ1wAJxsqTN+n6AEtPQLlfXzPCfGEzR00l1lFT6Av8GTdiM80MxsbGrHMdmRTmArHXz8X+rBbvxlvRvP0XkOptdPyb7APjy7P6LKC3D/o1DJmCSPk5z3gyn4k1EFEcDH4uMf6+Zo05+EUvPp958+TJE62trSkUCumdd95RqVTqsfBhQWJcJyYm9Nu//dv6+OOPtbW1pTt37phtifPhDg8PbY4FAgHbZ1lLPjvOnse7brevjnNIpVJGKBAaIab1et1iPJ9FFohOanzP4eGhms2mtre3Dfz69e+tUD62oJp7CyFEiFpTPgu3AXVr6XTaHC337t3Txx9/bN0tyXhRA9Fut617GY2F2P99N0PulzqLVquljz76SFtbW3r77bd1fn6uzc1N1et1LS4u2vzlHmOxmB0oTlwjM9NqtfTmm29qfn5e5+fnGh8f19e+9jXDN61WS7lczp6TJktDQ1cn3WPjo3lAqVTSwMCAcrmciTVY6LzIxJ4uXbeRn5yclHSdYQFj0q12eHhY2WzWni0UClmdMgX+3i7qmxfRWInxJEOFgALJrFarKpVK1mEXKytiUbfbNWIEFsYOuba2pu3tbb3++uuGT1qtlmFd7o/Yy/EUrVbLygKoEScOehvlL7r+wpKZ73znO/rOd77zMx55/vzn/fyvevESpOtsQDQaVSqVUiwWs+5UhUJBk5OTGhsbsxS8pB4QwcSEsVIbMD4+3kMGUOC63a5lL2C6tIis1+uq1WqanZ3V+Pi4ZmdnlUwmtbu7ay3z9vb2jIVTGzIwMKBsNqvPPvtMtVpNv/Zrv2ZAlIWHykJRGqCtVCoplUrp9PRUOzs7PZ0sJicn1e12VSwWNTo6ahs2QXtkZKRn8kHc8HxubW1ZdgfrBOCHyRuJRFQoFBSNRnsAQqPRsCA/ODiobDari4sL66gmXRehffLJJxocHFQmk9G9e/e0vr6ubrerxcVFS1vjk6Zj3ezsrN58800NDQ3p2bNnCoWuOojl83ltbW1Jkm7cuGHgwDc5oFkCRZIEjMvLq85mqGeDg4M6ODhQu93WysqK0um0gTyCHEooB2iyYdABj+wMZKtQKOjly5c6Pj62g7woUgyHwyoWi9rf39f09LS1gia4Y7kBfA0MDFiAAvRIV4Wse3t7BvaGhobMA3vr1i0jx96zTF0XwRoVqtvtWkqcZwbwfJ69zBOZfl/051nR/qwXYI3mF9wz68HHBA/yPaHivgG3HqwRnP1nenuSV/jxKLOReIGFf0vXB1MyR/rtPvw8lidsFMPDw9a8QpLFH57TEwZIB88PGP5578en/r3ljLHxlieAGGsZGycxic/gGfjefvsSoAuPtv9ZfzHH6UyJBcc38qAz4NHRkamJviOdt1jxDgHsAALsIWzoxCXGyWfwPBlmrBAFIDH849cGz+fvx7+HdrttZ6T4rAoWLoCMr1Xz9ii+B8DlyRrP7kmlz7wA0P2c5n15G5yfy1yc8E7c5Pf89zIXue8venkiPT8/r7OzM0WjUYXDYU1OTlrtws7Oju37CE3YgCFXlUpFP/zhDy3rPTAwYG4D3gPkeWxsrGdNYpWksJxaUxwWjx49UqVSMavQ8fGxvd+hoSETXSFAEBGyAQDcRqOhra0tO3el0+lYlzb2c8aE/dsTUfYh8A+iAGSZuRQKhaxAPBqN2jlvZD4ePXqkTqejv/pX/6qRWRoFsQdxlpyfb6x7uj4mk0lNTU2pVqtZK2iOgcBmz3sOBALW6pfjDMhS+lhOhpa/5zyWWCym4+NjK0gPha5q4Jj/rDvfkIeutPV6XZFIxKx4CJFHR0eanp7W5OSkPVs6nbYi/WAwqHw+b2cOYVEPBoPK5XJWvxMKhVSr1ayb3cbGhj777DOFw2EtLy/buT4c4cF79o2rwuFwT8dA5mG5XNbR0ZHy+bwikYh1puWZq9WqxUxEAcjV9va2HaQJIQWjevcIAhSk6PT0VGNjY8rlclpeXjZyC5n7/zub2Zd59dtCWNDpdFrz8/PWb5yiJjIgpNYoIJVkKh+TkeCHl5SgzsJnElBQfXl5aT5L0nvSlf2Esz84nJBi1kAgoL29Pe3v79vZIPgs8TV2Oh3z3ZJaxRtJQOfnLy4utLGxoZcvX2pkZESvvvqqBWgyK97WtLOzY77XRCJhjQioacHSQO9wOnLF43FrkID96oc//KGOjo7UaDQ0Oztrmxn1GwSfZrNpi5+N7ujoyDZrwNH4+LgFi4GBAfO8ZjIZPX/+XM+ePTMPKOfvUK9DW2sK5QAL1WrVCmkJmJAVr4aRrXj58qWePn0qSbp9+7ZmZmasVgdVlWCJ/xUryNTUlOLxuGVumEuBQMDOSJiZmbFuaPhRp6amNDY2pt3dXUnXZypw0BdAUrrq6x8IBKzxBSnmZrNpdgYP9LApXl5eWuD1NQao3gBV3sfg4KAePHjQ43v1qitrsD8T47MzBH1vNfoiF/YJ7h8QB1DxNhdfZyBdK8w8J+C238blfdkoYiiaPBPCgB9Hb8khNvTbP7xKD4gE6KGCcTAf2VtUYuKdV/YROFDseU7+3oNKn33ymRpPSLxFiN/zNiKvEPJ5xBXIDOPM53tSC5j0f+e/G8J4fn6ucrlslpz+Vq3YY1iTFBszH/lMn3Vi8/YEknUWiUSUy+WMRFF8zb4AYfB1YpAaSBTvkffCuPnnB1Rwn4wXGVwEH+Y4HnnAprcJ+efwJJ+xZSwZC+YtRIZ54psS8HuQWBRtL1zwHhG0sALyvdyX72j5ZWVnec+3b9/W0tKSDg4OdH5+bjVNz58/14cffqi7d++atRrrIPWqjC8F7rlcToODg3rx4oVmZmZ6SKNvz8v6pOMdNi3mP0QW2ySfwR7IvGVes+8ARM/Pz+3sOeJPu93W0tKSxsbGVK1WTWCAVCEQ8B6Ih7zPly9fWvG5z1qzX0mydYTaznuem5szElYoFPTw4UPbC1gP1PkiCn2emAD5qdVqZm3PZDIaGRnRBx98YFb6u3fv6ubNm0aEwC4QS+pomUvDw8MmEOEk4X6JCbdv39bW1pbq9brS6bS9X79n4ToA41DIT7ypVqva3d21GDgxMWFnECF8B4NBqyXjvhBJq9WqgsGgZXtp0LS7u6v9/X2tra0ZySyXyyZksL+dn5/bwZte+GIPI/6zD0myg7kbjYY5hwKBgL0nfr/T6Zidv1KpKB6Pa3Nz00oH4vG4Hf6NcADm8K3tOZ9wYmLCntvbuH/Z9ZUlM16dlK6LVMmG0F6Q1Hqz2TTAV6lUTEnHBsDAo4AeHBxYipfWtL5FKIEJy8/l5aW1rKW+JpfLKZvNmgIgXZ36++qrr6pSqSgcDmtmZkZnZ2f66U9/qlu3bum1114zG9j3v/99DQ0NaWFhQdPT05ZCrFQqKhaLarVaVmhOMXcmk7FDNVHvsH4B6DmPwafgW62WKQnYF/C+Tk5OGvDyiz8Wi9k97e7ums80mUyaRY+OJJztEwxedUIBeAPUONUZX24ikbBiQQ/O9/b21Gw2NTMzY12kAFhYtQB1HrzMzMyoXC5rfX1dy8vLNocI4hBNWms/evRI9XpdwWDQWmQzF46Pj9Vut7W6umrAGGWWgjzsOIeHhxbgUcvD4aszLCA7zWbTTrA+PDzU48ePrUsXwA8Q4w+8pAU2Gyyee7JlAKVoNNpDgkn9c7bAxMSEdWzb3t621uOAM99xpd8L3Z+F8Qq7z2iwbvya/fNeBPCzszNTofl+T6663W5PQPX3BiFi8+m3l/n6BawAdKSDqFAc7q1Y3A8eezIggFTeP9nC/joXXz9C73/84YwpB59xr6xdPOJeeefyBMb/AyDxZNbXaPh4J103V/A1RABowC+WKICsB/IevANwWRd+7AuFgjY2NrS5uWnWETZgn50imwAJIhOJhdVnV6RrkudJmySrFYR8HBwc2DpiTJhXXnX2c92Twn6i2b+h99epdDqdnjoG5h8xin0MAcvPJZ9R9OTSz0cvRDBO/Jkn1T6bhAJMh7j+z+b5AXisQ1+DRbzoz0r9eS/mJsIF30k9BOv1s88+0+joqI6Ojow8oPBjFz86OtJnn32md999V6+88op1PmW/g2QgQPH9ZN94T9jXUqmUxRuAtSQTA5m/gD1Onsca1ul0VC6XdXx8bGIBRztQ7O1FHGo1JPXYj/z8CwSuCsjp5kWdKgIBouX+/r6azaYymYyRL+qRarWaJiYmVK/Xtbm5qcHBQaXTadtHqN2A0PH51N9wX81mU7u7u3r06JECgYB+7dd+TcPDw/re976ntbU1nZyc6Jvf/KaCwauzVWiPTpzAukUjAsYZIYJYg2DsLZ1379610+i5Xx+72WN9rGTtQvqpvUW8xEbF/or4SnxmnnS7XbP8Y2kkPsb+04HqiMV8H84WPpfuc97+RgzyMQ7RbXJyUru7uzo8PLSsSTKZtOeTZEIZcYAal2QyaeO3vb2twcFB3b59295jfxdehHFcNJubm8pms3bQOcLIL7u+smSmWq3qn/7Tf6q3335b3/jGNyRdn3FAV5JQKGTEhc0WEAgA9gWLLH6fYSmXyzo5OTFihN2LLh1Y02Dl+GfD4bAtNE5/hZFPTEwol8spGAyaSr64uGibx+DgoMrlstbW1iy9C/j55JNPtLm5qUgkopWVFZt8MzMzpqoUi0Xl83k7+RfAAZlZXl621Gi327XDuObm5kwdkmR+Uzbjer1u5CQYvOqKEo/H9Ru/8Rv64Q9/qLOzM6u3SSQSmpyctGJ2FjiLgaIz74OnbkmSjcPFxYWazaYKhYIODg5MBWm1rgrlUZ1KpZKOjo7UarWMJPj6AQjG0tKSFcOFQiHz4T5+/Linewxnr4yMjBgRXlxclCQVCgVtb2/r4cOHisVieuONNywNy7zx3uh2+6pbE8GPotmTkxPzZi8uLqpSqVg3PBQV5u3g4KABeBpVtFotay4BceIcAr9JokQDlJvNpgYGBqwLSTweVzKZVD6fVzqdttozD2QI7qhjbMz9djK/mTJvO52OfvjDH+pHP/rRl3LWRLlc1v/wP/wP+vrXv67XX39dgUDARAgur2r1g06yOBRLeuUU8AgAQfXn4FbqmhAI2BCJGax7LwoQaxgbxg4AwrrA/unPwvE2OJ/tgBAB5PlcbCq+Fsb/rgfV3I+3FknXnahorML39GejEHHIYiGuQORRt73ljTnCxs/zs9l5K+7Ozo52dnZsDmWzWRORAAMUliJK8LmMPRu9t5/xD++dNTA7O9sDULzS7muCILOsRzo4Eff5e+KmHwc+w9eyMKbYjvg91jAEwmfHmKu8SwCJJ53YcnnXkAreB0DIrxH+jkYx3BvjzD7J+oKMQSolmQWKZ/3BD36g9957z1off5GrXC7rn/yTf6JXX33Vai18lynpqtZzamrKztbg0N9O59rPj5hD7cb777+vwcFB3bhxQ3fu3DHBjrUJoWfNsK5pSANw95mOVCplmIH5CQFBsKzVanr99dcty4jlnKx4JpPR4OCg7UtYfREHEQVxUVBjyRpstVrKZrNmg+foB2yZzOFgMGgF4+wV2KNxQUxNTWlhYcGOgqD7JY6FTCZjOGF3d9csVolEQtvb23Zg9eLiokKhqw6xiURCmUxGR0dHikQi2t/ft86x7Nlra2tqNptKpVJKJBKWRYMMEE+Jl5QFMNcjkYi1a0YMhdSBEyEyXMRnMiSPHz/W8+fPNTY2puXlZT1//lzVatVIIqQjGo1qdnbW6lPIbLIn0A223b5qtkQtKmIzBN2vS0QK9mMyY+ANMiTY0XGNHBwc2H9nMpketwtzGLsj8dBb0J88eaJw+Or8IQ7iLBQKJkojgHphxGOFVqulH/zgB/re9773K+37X1kyE41G9Q//4T+0ly9d2ygGBweVSCRM0UQ9YcLBqrGXeaWt0+lYMC4Wi0qn0+a7JTi0WlfF8/hufWqZz0ABxIbEmSFzc3PKZDLWu53AlsvleibkycmJVldXjdlvb2+r0WhYBxasTOl0Wq+88opZsXZ3d5XJZHR8fKz19XUjbtPT0/a89NuPRCI9gM7XZhwfH1vnNmxO0hXJqNVqNokvLq7ORXnttdfss8h+jY6OqlqtmneTDR6ViW5k1Grgj52YmLCNvtPpaGdnR/v7+9YdKBgMKp1OG0GiTgnbVSBw3Yp5cHDQao4IfLVazQoRo9Go6vW6yuWyLXjS30+ePDHwfnZ2Zna0y8tLIzsUD+/u7lpQffPNNxUOX3VTwwoAyKHDCQoMgQ3Vrd1uK5vNKhQKaXp62uwBEDJvIYFkQ1qxGPRbGwjKwWBQzWbTOrrs7++bmlKv1y17gwqMn5jskycw0nXhuf8z6dqOwvzudK5aot69e1e///u//4XXfiKR0H/z3/w3pqqx9oPBYI8f3JMYb7mi3SSk3dttyAoUCoWeQl1S64gGzWbTuhqR2UPY8GCF+/GZETYqyCEZMEQSyBTgrNPpbUvM+4HIkBFGSeZdAYqZa59HZvozNKwZwBrqv/9un7liXD1wBhx4cM9YkBWgJoN3J11n7g4PD00AYn0wDymk9k1ZJPV0+IPY+hO7se3y7IhRAM1Wq2UdpxCIADQQWT+vpesmA1jBWHsomD7j7+dfv6XRkyOsW9ijfDMBLLK+Tav/R7oWrvDZ8x69bdBn+frtoKenp9ZsJJPJWJ0h3+fJjLc4+eyTt9wFAgH9xm/8hr75zW/q937v977w2o9EIvrt3/5tmwPStfCFzQpBk30E++PAwEDPgZeMeS6XM9Ht4cOHmpiY0FtvvWX7OtlviArfS30JeyPvlbjiiQJtgYlL4XBY6XRa+/v76nQ6ZhVnL5LUY/8GwEIAyN6USiVT+nFtnJ6eanp62hR69lfqQLB7MRbBYNBaLmO/DQaDSqVSRt5GRkaUy+XseyC4iCo7Ozva2NjQyspKTyc0jjuIx+MqlUrWundra0vr6+v6+OOPdXBwoOnpaQ0NXR2uTdwrlUq2v1I4T8MNMik4QLDR+3kBcCf7hAhAts5n74lx5+fnJnBCdkZHR7W8vKzl5WX7/nK5rKGhIcuWsL54Rloxp9NpI7ngBg7b7M+yIBwyt2hCRdzkGVjTgUCgx+KME8BjBMQ1MKx345DNZj74LDsZnZWVFSWTSRPZKNsIBAImQI+PjysWi5kjh73n4uJCX//61/XGG2/on/yTf/JL1/ZXlsygsPbbKdgkUPux6+Dp9YPPBglwRr0E7NPe+PT0VAsLC7axE/hZOAT4brerWq1mCkqhUFCz2dTDhw/V7XZtU0omk6Z6MYEODw/tHBM6e5ycnFhaNxKJmDpC1ylACp3NUBSz2aweP36sUqmkubk5S3lCJNrttmWKUKIHBgZUqVQsmOHxTKVSllYeGhrS8fGxgTjUO8CAP6Dr5cuXKpVK2tzcVKPRUCQSUTKZ1MLCgqlo+/v7lhHqdrva39/XwMCA7t27ZzVB7733nv7Nv/k3Oj091W/8xm9oYGBAU1NTphzTxnB6etqyFxQ9onKS/eK5AoGAHXZKC9WFhQXNzc1pcXHRwAX1PtVqVS9evLCDQpPJpHmeOWfm7OxM09PTlrLGf9vtdnuKUAEakBeUNQ6vhGwCPDikEk91q9VStVo18Ax4IitDsCV4osbRohF1HVWLxgAoRtgqsJ5R8AfRQQ0C6DLvvcWlH/ABZrGyfNELYOK/h0yLvycvcrBmfRalf2PAW097Xs6a4OL8KknWldBfEF6Is89msHkRq4LBoPnlAaiSbCOnzTwF5mR3IGyQODIUFKETY1DwGaP+zI4HwT4zjYAA+fFgnM0dew1KKOMMeQbQUgTKBnt+fm7xE/XXK49nZ2fK5/N6/vy5Xrx4YQW3XumjwQbzDOAAQfUF0MRNVFHWMwTGg0vmDH8fi8XMukmWFfLo7WLMP+ZYf+2Rt+7xnN4KSdaF/Yz44QuhITGAEd6X/xzILplC6dp63b9HeYLpiQ1ApVarGdlDBOm/+p8FsuiFD+6NP/u8z/mzXr5GldjHOzs6OrJGNNRMQija7bYp/hRVj4yMaHt7W6FQSL/1W7+lf/fv/p0ePXqkjz76SIlEQoODg1pZWTHhrlarWU0F3Z38OPdbbiFLqONY03gHZCSePn2q6elpRSIRs2AtLi5qcnLS9nq6VVGbgTLPfDw9PTXnADVgYCAIHWuWe2UMPJFmD8HuXS6XzTo/NDRkgms8Hrc96/z8XNls1qxqkAzsgDgzaJoUiUSsHXqxWLRjFdbX1zU4OGjntnHezZtvvmk2fcRmX5tGfGKesdfzPs7OzqwG0XcCZE87ODhQOp1WKpXS5uamtra21Gq17LDy8fFxw010dVtaWjJcgMMikUjo+fPnevnypc7Org6NPT8/V61WUzabtfVwfHysJ0+eWBwCv2FjYx/GsoYowjOyb/B8OFIgQGDW4+Njy7ZhlfZWUdYv2ILzeSi/oLkHYhpjzxwcHBxUMpm0rEsgEDCsgvWd82yIi7/o+kqTGRRR2Kz3QmO5ojOFt3z8f8h7sxhJ0+tM740l14jMiIyMLZfIvSqz1t6rm02JFEVSsjTj8UCjgWBf+G6kC8M3BmyN7seaBQaMMWAbssY39hg2NJoZD2YBBJKS2GST3V3dVdVde1aukZEZS8YeuUbG4ovQc/LLFMlustuwCf5AorqrIiP++P7vO8v7vucct7YBo+3+N0W7OAkQcaRVaADRZtLRodPpzUmB6djf31c2m9WDBw80OTlpLY3b7bYqlYr1UW+1Wtra2tL3vvc9Xblyxd6PZIKOH9euXbMWhXz34+NjK9ri4JIkjYyMGDpBe2iMPQkNs1KY78JapNNpJZNJk3RJMtQkGAza4YlGo5aYcAiRoxHgF4tFVSoVXb16VZFIxDSxY2NjFoB6vb15LaurqwqFQgqHw1pfX9e/+Tf/Rvl8XvF4XEtLS1pZWVEmk9GLFy+sTSTzZyhAk2RoDXItWIUXL16YnMpNqsbHx3XlyhXNz88rnU4bZQxiMj8/r4GBAXMwZ2dn1rLY7/ebo4xGo8pkMqYhdzXtBNAEzs1m05IwkK5Go6Hnz58be8QATqb1gprhSKH56UwHqjs+Pm7zijA20P7Hx8fWqa9arRoDQ3BYLBbNYIGkU3SK8+CMEaS55xIU3pUW8eOyJT/r5dLaSOcqlYrNDHClONK5jAo5lNt+FwSd/ybZJOhwr7OzM+VyuR97XxjwRqNhzSVwSNgmF8Hu6+uzTjFovgE2CL7d4nSCUPTXBLqg9jBDJDM4u8sBOBcBMU5S0oW1cG2mu95IZtDvs4bsdZhBt90wz4Wg2pV7sV8KhYIePXqkzc1NA5I6nY41wQiHwwYCsd9BO10ZFueA9YCtIUBACoOUD0bTfUawOQAiSHvcxIdEAWaP7+rWlfG5brIo6UKwxf9fBsmwi7yXq3UnEUOGKsn2NUyF+33cs0Mg6IITvDdMb6fTq+HhPIDAExDhH91kjLVwpVl85hd1uYH1/v6+2XhQfRc0ZF8hNYNxi8ViJmtKpVKSejVTr7/+uoaHh5XNZm0oNImPx+NRPp83cImB0CgKQMBhHalPwf9wjxRps69DoZABJ3t7e8pkMrp27Zqi0ahGRkbs3JC8uDVfxDgMwqZZDlJwCucBERi+Wa1WVa1WNTo6qkqlYokNRevUSFYqFdsHrj0lQI5EIsboT05OKhwOW/LoovT4lKOjI21ubpq/3tzcNGk6EibOy9LSkm7duqW5uTnbjwTg2EFsLbXL+CVXEYDt47zRrRY/ms/nVSgUDPR4/vy5isWiXn75Za2srBhbTCJDskeSSYI2MjJiiW4oFDJmJxAIWB1uOp2W1Ev88/m8Hj9+bPuYZ1oqlbS3t2djFohT+U5u/ScxIrJwwDRqiQOBgKanpzUxMWHzClkffOTo6KiNktjf31cymTTQJJFIXLBl1NLAYEmymGhnZ8fmEeGvkEJiYz7t+oVNZjCsBFMgsWxqkEwQI9fZoZ1mMCYBIQuOAec1q6ur2tnZseB9bW1NuVxOKysrpnH1+XwWOD5//lz1el19fX2q1WqSegXbMAYbGxvyer1G7XW7XWUyGfX39wY8raysGIP08ssva21tzYz4xMSEDdakQ1ogEFC5XNYHH3xghpNg/vDw0OjAnZ0dO4DxeNwGLTHbp9nszXvZ2trSs2fP1N/f/9eGWnHwQDnQJSNLqNfrCgaDhoCFw2HVajVDAAjiMPzI88bGxjQ1NaWzszOl02lls1m988471mL5tdde08svv6zj42ONj49bMojEA/qYz8SI4vC5R+jyZDKp4eFhY9Jcx0GQRFtBWB5aQI+Pj1vXI1qqxmIx7e3tWRDMzB+fz2fPmIDaNRCgfcPDw5qamlKz2dRf/uVfKpPJqNXqDQR15Ut+v99mzSA1wOGA2Ph8Pvs3ishxRgQaSHjQj5MoSb3mF3t7e7p165YhxS6KgyHEwVLTQQCDQyMBcmUwbuLzec4+zCBItMtWuPUNrAHfDbSWIEw6D7Zwqq4c6ae9kIhdljeBttNdTZJ1qaLNcCAQuNCFaHx8XB6Px6RVBCZ8X1BIkl2XRXETSelcZkcge9np4+BYO5JS9hy/hzNjvZE0UF+Dk3WlZ24B6GVJFPuEYuNyuWzDjjknoVBIMzMzCgaD2t/ft4JW6gD8fr/JeGAWWQ8Cf/cMuHU+IMuXEzLOEffr9/sN8cQ38O+g8Jdn0XBOeC7uuuGP8GMgx9yHq+F3GSRXQsa+ks616pd/7zKYwL1dlhu60kCGwLK2JEMUg/v9fgPB3ITY/Tz38y8ncp/n6u/v1/T0tCqViiH5dLCiXhN/x5kHVLx586aWlpZsvRk7sLy8rHq9rsnJSU1OTmp7e1v379/X+Pi4DTGkecDExIRJj/v6+i7IQkli8DUM3ySoY28BRhwfH+v73/++jTB4/vy5UqmUFhcXzS/id/lMLkAG6bxNOH6ahNodSh0MBpVMJjUxMaFsNqunT5/aeeb8UIzO/cEEIUfDtrs2HbAGkPjs7MxUC51OR9Fo9MK8vmQyaWBRLpfT+Pi44vG4yuWy8vm8Op2OYrGYFhcXNTs7a7WHqAn4jkjyaGBDnaq7D/mTOI6knOfm8XhMjgjgGovFdP36dV27ds3UNbVaTRsbG/L5fBZ75XI5eb29bmmJRMJikGg0qlarZQM5AWDYI2tra9bQJJ1OG7MxMzNjHdJgio6OjlSr1exMkSzAdlBnRbOAJ0+eGKjaaDTssxYXF+38YTtgugAyj4+P9fTpU+XzeZOXAjbT2RFFEYC/JHvm1Oewp/A3riT5065f2GSGuhXkRmxyV6dM4kKyQqAKgur1ei8EvkhI0JW2221DCVwGIpPJWCYaCAQ0OzurwcFBy76R4BwcHKhQKGh2dtbaCLMpkTxMTU3ZAUskEobWRCIR2zijo6P2WaA9bhFss9mbLovG/+TkRMlk0lgaZuFAc7MWki4EygRSwWBQt2/fViAQUCaT0ejoqKanp+2zC4WCOdX333/fPs/n8xkzgq612Wzq6tWrZsDK5bIxQ36/35ALuqvwHGCcfL5ex5JUKqVms2moEQEHBprsn4CCFsmuJMbv700SRtcLA1YoFJTNZjU6OmoHGIfebDatKP7kpDefplgsWpFhu922zjXlclmPHz82J4YDIMggIEUjLfUCbzTPULgEXaAkfLZ0XqDrImU0LiCxyeVy1s0PZwOaU6vVtLu7q3w+b8wPnU6oz6ENaTweN+YMeQ9swOWCYIwkDt1NMAAYXIT481zNZlOlUumC06LVtFvjQr0cbMrY2JgFXtSl0ZNfkrE2JAw/60WgTPMAn+98xoyLuINwIpnp6+szxpDaNFcagH0jmKSrD46cBIRggyDAZVguB7gkLtJ54T9JKqikG5y7AT77jz3ushYktgQYboArnddVIQGm6QE1dyQzJPpIeA8PDxUOh632ETkQQTUsDIEj7DootlvngvTG3aNI+WA3XAAMmQ0MNaw6BbGcEQJEd99jSy7LwAClqJECMcYeANCxX0GVXZmy+/wuy65JhGBt+OE5chFs8t3Zo4A47CfeD3sK48AzdtkkbARr/kVITHd2drS6uqrT01Ntbm5a0Xm9XtfTp091eHioqakpa88/MTGhQCCgf/kv/6XK5bKCwaDZSWoFkeWy1xjhcHZ2phcvXlhXU9QGOzs7Nm+N2heeTyaTsbWi4+fS0pLS6bRJ9lZXV7W1taWTkxNls1mzwx6Px2aZ0fqWZJWk5LLEqtFoWCODgYEBY6exN7CjXq/X5Ebvv/++Se5HR0eNfaQlcTqdNhuPHeUMufuEPUTQilwdYA+gEFDm7OxMc3NzJv1Hgj07O2s2bWVlRd/85jeN6XClqNghYo9yuWwF7O7ex36ReBFQk3AgWfV4PNbZDHkbvqRUKhlQu729re3tbVPVuGAXn8e9ARRgmzhDp6enWllZ0fT0tLa3t9XpdPTee+8pl8vZAPHd3V1tbm6afwcEZp9x3/g1bMXAwIASiYTtvUgkooGBAS0uLqpQKGh3d9fYOrdRDWegUCgY0y3J4jJsBSw8IIHP57tQq3vv3r0LpQbUdJFsurPIftL1C5vMHB4eKpPJWFCP7hxkiodOX/NarWa6VVfyg2Fvt9vK5XLK5XLWHYvAniIuZDgMQ8zn8ybh6nQ6yufz1s2Mzi0g6QThbDY2PYX7sVhMk5OTFnzSjvHk5MTm1nCIJZlGGMkEk+uZxRAIBC4Mw8QASjLUaGdnx2prQHPC4bCuXr1q6D4bEnmax+OxFsV06CLo6e/v18HBgRUu0n6aA0+NEsFjq9UyShT5EoOkCFZ++Zd/2Q5QNptVKBSyDmdI1dCzwrB4vV4LGvx+/wXWhcCdNY1Go5qYmND+/r58vl4v/UqlYqgeh5DXg1DQraTZbGpvb+/Ce6E3xtCDCHm9XtPQMojT5+sN8qL+ZWxsTNPT03r27JlKpZI++eQT3b5925BfahBA5mEgcrmcGfBisahCoaDBwUFNT0+rv783kJMuUTg5hp9hfHk+GC30um7xqySTk7iBMgyQWxPCueL/f5zc6ae9kHa4zstF1aHJCboIAql5QydNPdcXEWS5F88HZyPpQpDP/bktb6VeQEljDM6Nm6jwOwAQbn0M6yKdS8UILi8nv5dRejdRcetqpIudzgic3YSG1xCswB5Rz3i5S5ArAybwB8wgMEF7DbAzMTFhe9VlnWBe2Y/Up4DKIw8iKXDZUQAOAB+kNDhq1ouEhGSGJAamhfXl+cBYuKgpUhB+SFAIFLgXN4nGN7HG2H732RKQwnyxF3iOBG7sO/Yhz59/c5F2N/HB3vCeFBiTpLqf4+7hHyWp/CzBzGe5ms2m1tbWNDMzo+vXrxsoQLAFi8AaE9SnUikDcaTejLHnz58rl8tdSM6prVlZWdH7779vQfPm5qauXbtmwy9JJvG1JFTUHDHwstPpaG5uzlh46lfn5+cNXJqYmFAkEjGAj9olXgtrSWxAwn10dGRySUAugkpJxui6Xa8ymYzJkUZGRqzAvNVqWQ0LMnESF4J9d7aTJNuvLnjT6fTmjRBDEa+4dUr4fwrNHzx4oFKppHA4rJdeesmSycsgiLtnSZxo2e42eeL7uwne8fGxqUSOj48tcUWlw1gL9i+yrZOTE5tRQydUzlKpVJLH4zFgmqHhbp2cmzRRZ7S8vGxgwP/9f//fJpuMxWKm1sGeAYAByuPjsbGAJq1WS/Pz85qbmzP2iA6TAMWhUMjiZPZVtVpVOp02ed3c3JwmJiYkyWJgmiWR0AJiwDSHQiED06vVqpaXlw2A6Xa71tjp065f2GSmWq3q3/7bf6tkMqmZmRnrdBX+q8mvUu+wVCoV7e3tWZDNIWXzE1BSLFqpVPTo0SMVCgUtLCxoYGBAu7u7CofDqlarVpgKUt5sNrWxsXHh3mAWbt68aYE5jjefz5uzBL0n2BgfH7eDMDY2ZkOyQBX29/cNeYT1AVmJRqOKx+PW0jEajWp8fPxCO2AONO0AA4GA3n33XT19+tR0oAytDAQCyuVy2t3dvYA+PHz4UGtra7p27ZqGh4c1PT2tyclJM0ydTsf0ss1m0ybJEiRxoGDDEomEcrmctaKGomZ9Xn31VdPOU4yYz+e1v79vSCldoAi0Dg4OrNsIjhetLJIpgvCRkREr3AfRuYxQcKBp1UpdAzUptI/EGIO0kESQAEtSo9HQixcvbK7QtWvXLCllTaanp60l59jYmCVh0rlMixk8GDlaXdNAwuvtdaihnuDs7Ezf+973dHJyoi996UvmxEiskUGur69bQwVAAoJenKKrIaaJBKwfZ8plAzwej54/f27zc76Is//P//k/1/Xr13Xjxg1zcuwzSTadmkTG7/cbe5TNZq3d5/9bF/I7uh5K5wXyJAs8SwJit0kC/+bWS6BHBjV1JR6SLHkisCSR5LX8HYEN6+XKpdxgl9eTEOJE+V23oQRAD9IIn89nZ98FjS4j/CQl1Bmdnp4qHA4bI81QX7d+y5WLcf4I5AEYCDg486wtz4bnc7mGizXAXrnPi3PAmaA1N3vP7RJE7aGbULqJD4EJrdKxYScnJxZIkfiyfm43uE6nY0kayRMJjQsiuGeD98d3sQ/c5Ibv7wb42CbADhJV9qUrV3PraKQeiPHuu+/qe9/73hfSmjkYDOoHP/iBGo2Gbt68aSDW/v6+RkdHLUBljZEQlstlbW9v62tf+5rZ9IGBAV2/ft1ABZIHkraFhQVjzgAbCZ75fbcmEgkzAwiRK3/rW9/StWvXrC5jYWFB/f392t3dNSnW0NCQSZTclsHYLWwsZwhfIcmYXbdOyAU2qIkpFArmY2dnZ40x2NnZMcCN5jTYc4J+mBLOHhJR/C77gT0FWOaeIZIP5JS3bt3SD37wA0uOlpeXrSU6dUjUPePDOMOoQJDxUd8DsNZsNq0NNsG7K8ns6+szJh7JoCuno4vh2tqaBgYG9NprrykUCpn0r1qtGuMP6M15cJkrzhfgE110qalaW1vT9PS05ufnNTw8rNdee81qosfHx+2e6aiI/M/j8RgAyhmkGyu2NR6Pq7+//0J9F5/darVULBZVLBatURX2jfsFuKZr3tHRkSVk1N8ODQ1peXlZL168MIY9nU7L6/Vqb29P77zzjjY3Nz+T0uEXNplBYlStVlUoFAztjEQi1sIPihWKTpJlu3TLOjk50f7+vs7Ozky+8ODBA6vryOVydtiz2axRpD/qAq0eGBhQMplUX1+fFhYWVKvVDCmPxWK2ETlUyM+CwaAFDTQRYJMlk0kdHBxYssLmGhwc1NzcnLXPc50rhghnCAKIg4/H43rppZe0vr5uMpFGo2FFgSQmExMTRqUvLi5a21rQfJionZ0dc2JDQ0NWXAkDxTNxg612u63Z2VllMhlbY5/Pp2Qyqdu3bysWi1kNB4zJhx9+aN+d3vEEZQSwBwcHWlpaMtQGx0+ACbJFEEAhPwYT+RjdS46OjpROp82g0+/e7+/Nd8HJSVI8HrdOIG7Q12w2lclkrHGAx+PRkydPbG7Q1atX1el0rLgyn89rZ2dHW1tbunbtmml9QXGRSaG3ZyYOCSz1SwQoDBrFWEk9hpMuektLSxoYGNCVK1c0NjZmSSWUtBv4gFgiB2L/4wgIunByr776qt544w397//7//65z/7w8LB+4zd+Q+12W/l83s427IH7+S5Dh/6X2pif5sJBsb+bzeZPfD3rUK/Xzdm41D17gwTBRc5xiARlbt0B6KfbnpfLReDdWgbOxuVEhWeHw3QDd5ICt9jftU2AI6B/aPrd2gDYA7cjD0kxzwgmAHaZWrxgMGisK46V4BGmGbkFdWjUUBI4uRIvgjxJF+qJOJ/UNtLVB4ab++THlV+509Y7nY5JKkg8YV3c2T8EgjBHjUbDaobwZdlsVq1WyxI6l3Fy5WtulzQCHJ65m2S49w+CDgLtMoagrqydy/qxBwcGBux5ur/vShf54f1++Zd/Wb/8y7+sP/zDP/ypztyPuqLRqH73d3/XfCH1A67sh2ALdikajer69ev61re+pXfffVdvv/22Wq2WIpGI4vG4+UjQZ6+319F0enpa6XRaN2/e1MOHDzU3N2eAxOU6EmqqTk9PNTc3p3Q6rUKhoGfPnun09FS/9mu/ZgoBziI1l7yPWywO0OkyYNTXcUaRdyL9dWsz3CSCPcd+dGv3Tk5O9PTpU7XbbUvWSHI4r0j63QYYLtji1pzCxGCTsQEDAwPa29vTo0ePrFUwYF2lUlE0GjWA1JUtsw/dxJrzwN/7/f4LdUkk/ul0WpVKRW+//bZJ5Kn3IPAGJCR+5IzQVbHRaOhXf/VXFY/Hlc/nTcJN4M/wTs4NAT7Sfe7FZYt43sPDw/qlX/olY6KpcfZ4PPZ9iK3w69SCI2XFliLlcsEMWJ2zs15b7rt375rkHCbTnd3j8/n04Ycfanp62mKceDyudrutarWqvb29CwwyNbrBYFDBYNB8AcAtHXFfffVVPXz48FPP9i9sMjM8PGwPgANcKBSseA2WBinS6OioxsfHrWMZHblAGMrlsnZ3d9XtdpXP53VycqJ8Pm8U72UpCpsE2Ri1N/V6XclkUm+++aaGhoZMk00QWS6XVa/XNTY2ZnpvnEZ/f7/S6bQ5XZARgtuDgwO9ePFCHo/HDEAymbSgh0yeIlqCIg5AMBhUpVIxuhcpF/I2ul5xIFKplBX2eb29LliJREK/8iu/YoabzyBAczscYZhAKkGUQWCRSYB2LiwsaHNzU5K0tLSkxcVFNZvNC7K8zc1Nra+vq9lsam5uzpoNSBcn2CKNAI2AyqVTzfDwsLVFrtVqSiaTCgaD9rz5DtVqVbOzs+rr67OEcmRkRNPT04pGozo+Pjbm7+zsTKVSSUdHR5qcnLQ6DuQLp6enymazSiQSlhTRAIAC6na7bexKqVQyNuW3fuu3LADGobVaLdVqNd2/f1+RSER+v98S42KxaN1kpHPEme+E0cSZZzIZlctl/dIv/ZI1MsDo0o0JJJygFTkPAdzl9qtugbAbzH7ei6CD7w9qRWCKQ+LMsv+l82ncP83F2QEcIYh2m4ZcvkBHMfwUHfM8XKfjot84SZwrrCRBKrIqScYQSBfrJdyibYIOlw1x2TUSVf6d92MdSZ4PDg7MkYEQ8vcAMW4CQ/dH3ocAmXpCAnjYDRgKbB7Buxu4YENcZheUFwcNsg6CTOB1uYNdp9OxAZ0MBx4YGDBWH3vs1rlclnZw8X5o9HHoAAzYPRJSEqJ2u21TvqnLIDkDjCLw4vu7QSTrQ/III+JKOvh9mBqCQRIgEn32DmtPcMZ3dc+Su7/c2ioCXTexcBmyL0Jiyv4nyCOZ6evrs1pTOkSStB4cHGhhYUGvvvqqWq2Wnj59eoGZd88Uz5oZMgRzV69eNfYDFQfPkfOH/yuXy9rf37fhkENDQ8awu0yJO+RxcnJSR0dHKhQKFySYjFsgGMfu40/cdvyAo7BnnNdCoaBisWisC5K2dDqtVqtlrYOJaY6OjhQKhS4MCCZRwE7xrLE7MMb4P5KsRqOhdDqtZrOp999/X6urq7p165ZCoZDu3r2rgYEBq5mhpof1BaRDIcEa8D1JLPGJbs0p4wWePn1qagsSVZIg4gWSUdQ3Z2dn2tnZ0cHBgb7+9a/bcHGX3abpBIoPAHNXXskZYa04f/wdDAx1s9Q+EavAWFPjgswYO+B2GsQ2ISH3eDyWTKBOcs8xdmxyclJ+v98GeLoyRxJTmiSUy2VLqlCoEMNg47LZrEnvuJ9EIqEXL1586tn+hU1mKJ6H+kun02aoQWyYPxCLxZRMJq1vPt2p+vp63bgoJCOBoSsKxXRcGLhwOGwJRLvd1szMjA2IDIVCSiQSGh8f1+TkpBUrBwIB7e/vS5LVWNA6Dw0ihy4SiViXNPqPE3RkMhnrpOHKPNw6DQwDxarINvhM6lIGBgbUbrdNjkTnEBJBNj6BBwzGwsKCSqWSPvzwQ929e9faAOfzeZv8OzY2ZrUNJHoEm8Vi0RwDgSmd4JCegRIx+8Yt8KabF51WRkZGrGPG4OCgDSR1AxwXfS4UCvb5yJ+++tWvGtKPETg+Ptbi4qKWlpbU7Xat+J8kzOfz2edX/2rqcb1e18OHD602B+cAok0CzhRjjJOrgd7f37dWzK1Wb67M3t6e5ubmjHUBvRobG7OJ1SQpaG5DoZA5BElKJpOGIoNUs7bRaPRCl69MJqN4PC5JlqyAeuOgu92uAoGAtQB3GRJei+MlCPsiLvYMxf3M+YGBPD4+NvAAiR6IFOj5T3NRv4HDwrEhy/hRnVpA5KTzrl1IokD8KZx261QIDnCSBBMEv5x5zo6bwLi1LwRDOHtQdLejFs8UdoSgGXCCgIikn6CV16OVl2TJHiwEycPJyckFVsFlmEBHkXvx/dygCSYmHA7b8F4kXqyrK21i3SRZEukmMVJvf1K3lk6nTeaJvAjWi0CdoJDzyP3BqGFbWBcSn9PTU9t7BEIkd/w355X/brfPi74J1tgj7B13bfghiOXvSVzdoJMAkPPI+ZfOu8xhk9hHbq0lv8+/uQCJm8yQZLHmbp3V571o4evKi13/xvoQ7LHewWBQr7zyij766CNtbW1pcnLS5mhdZj/dmXTsP+KM2dlZqxN1k13OAN2mYrGY3RPgGnWH+CUK4GG6CdYBvdhfDLjG1mCDkGZyJvAj+Nq1tTVjGZAGErAWi0V95zvf0djYmIFZ6+vrikQiWl5eVjQa1dzcnHVxZYyEOxLg5OTEkoeTkxNtbm7a2pM8NRoNk9OxN2je8rWvfU0zMzPW1GF3d1dHR0eKx+MGVrkdUAGlXObQVdxc3ntcjB+AdaLGCV/BsFGSQ2bwjY+PK5VKGbDHAFPugTPLerDPeIaAX26tIXEH9r7RaMjj8SgUCuns7MyA9FgsZsA0yfZlpg1Wl9IKks6hoSFVKhU9e/bM/B3fRerZP0ZZoJgJBoO6cuWK2u22zf8DgPN6vQYo8+wATZHcHx4ean193Wp0UKcg+/8s/v8XNpnBUWFA3Q1G4EghOA4WDbLX6zWENpvNmrZSOh9a514UZWPIQCBevHihfD6v4eFhXblyxbpegXa7wSobnwTD6/WqWq3q1Vdf1fLysgUCaBEpJMXBS9Inn3yi+/fvq9lsWvs8alwkmdPEWNXrdX3yySeanJzUwMCA3RdJG0g+SQxF9eFwWH5/b/Lx1taWOp2OMTiRSMQ6jbGJ6e4CRY6UAWp8fn7e2qnSrpeEEDRoa2tLjx8/NpS33W5b8Nftdk1Hm81m5fV6deXKFQUCAQti8/m8oTfUS4yOjioUClnhbjabNaq4WCxqYmJCJycnevbsmQYHe1OLYadisZhmZ2eVTCYNgfN6vVbUiQMlyEGfmk6ndXp6qvX1dfl8PsViMfveBNgEoxgnCkpB+i+3lp2YmLA6JBB0DOXOzo4kmXxOkjE9jUZDuVzOplTHYjGVy2VLpFirarVqxdK5XE4TExPWaAE5IU7MZVYIAEmskfngTFwdPq//IgKaZrOpXC5njTgINgmsCJClc7kD9+EyNp/1IhBkD/BdBgcHbT/8KNkZ3fuYGYTMYXBw0NhjOmC568oautp0/hunTkCLg3cTAPceYXqwk7wf70lARhCE/EG6WFtCAOUGS6B71PGBEJMYIWOjQNbV1PPeJDRujYcbgIPUAh64CZnLchBEkXzQupvkiMSR54KTh13i+5KcgNa6qCfMFUkLshvOBp/HfiehJfBnH7qty/FhBOfsT0ACivDxI0h1AeMuJzQEcwTnINFu3SPrACjAd0PKh+9yX3tZgubKTnmNew/IAN26oS/iojOV1PPV9+/f1507d7S4uKhSqaRWq2XIsbtHGYS9tbVlf7+8vKzR0VFLjLl3mrRcbgLBWrHfURkgF0WyzrBHEodEImEJriSrUwiFQnr99df1ve99T7lcTq+//romJiZMHndycmJnkUY8BL/cd7lcNiCLhLFarWpra8tGQITDYeuSSAIAgu/3+/Xyyy+bSiWXy6lSqSiVSlnNEW2Gi8Wi+TZYeHdGUz6fV7PZ1MzMjO1tAGTOMgzA4uKisSfRaFQPHjzQs2fP1O12FYvFND09reHhYW1vb+vtt9828ICEgASUz+bvsQsu8EJSCMM+NDR0QS7tykx57m+++aZmZmZssClrjB/l3AJMSTJmja5nDKoG+MGGcl5hEkmMiVdgrKnnxa/zzPiuyD1JZiqViu7fvy+Pp1ejynrG43Fdv37d6mRhwwDMscuolhKJhJ03F/SYmJiwkg5snlsTXK1WrclFOBzW4eGhtVF3QZEfd/3CJjPQpxhknGez2bSNKUn5fN7a90LbEwzxw0XQAqLp8/VmHLzyyiu6deuWte1FOuLqJZFunZycmOxsYGDAtPuRSETRaFT5fN4Mw8jIiB4/fqx6va75+XktLi5a8E3gA2oH+xKLxSwR4T3cwmxQXep/vF6vNjc3NTMzY0kRmThyomg0aoaO5gB0iyuVSvJ6vYYU1Ot1Sxamp6d1dnam+fl5S6yocWHqb39/v7a3t00GAMrt8/U6h2WzWRu+lc1mdXx8rKmpKZPEsQa7u7s2PZh1Z2ja1NSU1a2AWIAYwG7VajWVSiWTnK2vr+v58+eSekboP/yH/2B0PmwYTQwwVrAcBO4MKgURw4kWi0Vtb29boDo2NmZBBoEAA0tJRF30nQ52ExMTVp8k6ULgSqA4OTmpnZ0dk6g0Gg0tLy9botLX16d6vW4oIF3yRkdH1Wq1zGCWSiXrdLO3t6fR0VEFg0Gl02kLxJE6ubUc0vmwWhIV/l86D05dUOHzXhSzEiC5dWE/Kqlw68jcRMaVC7nBlvsagjuCQX4PZw4LwRl0L7q7EGAQnLqMDEEf701A4haKu7UuFP3TDpz3ZP3dWhle7zIGvB9rgu7ZLTKnaxZJjIuq4dzcIJhmIm49COwPzA+MBskAPyDbbkLqBsCwtrw3wBDfxS2AxfZX/2pODQHNwMCASS5hC0lyWB/ez+v1KpfLWdIJI8e+cJkp/AR7gvPNcyBokc7rkdxEgvfiu/N+PGOawLgym2AweKHhgRtsE2C78k4XrXfvSzpnhmgSQjDvJsPueSUJINFxkxkSY5e1IRly65M+7zU6OqqXXnrJUPBSqaRkMmkzzrjYf0jBQZpfeuklPXz4UP/hP/wHjY2N6ZVXXrkg9aSFLbOpxsbGDNBiNg3Dn5FADQ8Pq/pXwyNpBDM9Pf3XauM8Ho+9pq+v14Z9aGhIr7zyiv079SzhcNhsNNInZMz4nP7+fht+DHBJUkFNUCKRsPNLUE6i9corrxjrEIlElE6nLal+/Pix1bEiq8LmejwebW9vq1arKZPJWMfX5eVlra2tqVwua2RkxLqpRiIRq8GZmJhQvV7X7u6ubt++LUlWp1utVq2DK3v66dOnSqVSOj4+VjQaNbsp9eI1GtC4Kg8ADpIUt/ieGAE2GMCVpkHHx8c2h67b7c1jI6lDEUNdDCoJYgT8Afscv0tnOuq4sIPPnj3TJ598olQqpfv37yscDmt+fl6jo6MmDSQR93p7XUaxlcQV2IDV1VV98skn6uvrNZK6efOmXnvtNZtRSEcyzsbp6ak1GXI7KrqlCbD0ADKjo6OanZ01SS2xMknV1atXVavVbE5iMBhUKpUy3/Bp1y9sMtNsNlUoFKwGgEX1er2GNvb39ysWi2l4eNhQjM3NTTNE9EEHQSeYxTFS9E6mDF3sdtvi8IDS0V2MYHh3d1f1el2RSEQLCwsWcDE59gc/+IHeeOMNax/J5kFHTiaNrtrtEhIKhQzB58DRlYwNWa/X9fz5c5VKJdPluppIt+hsc3NT8/PzSiaTdn+BQEDxeFwej0e1Ws02JWvKZ0WjUfv3K1euqFAoKJfLGUpP4TWFvRzWFy9eWMKytramRqOhQCBg+ma0pE+ePFG5XDZDPzjYm+tTLpf10Ucfqd1u6+WXX9Yrr7xiyQ5ICAaJQkWPpzdpl24eGxsb2t/fN+liMplULpdTNpu1RKTb7Wp/f98GfXW7XTNWBFytVq9b3YMHD+T3+/Xo0SNduXJF165dMyRG6jF9OBlkHtRhIOeLxWLa2toyo/fo0SOTH/J5SAFJmre2tpRMJnV0dKT9/X0NDg5qfn7ejGmj0bBhnvw/iQk6Y5/vfNgaa4osC+RLkj0zEHE3UCFoI4AoFAoaHx+3vvSf93KlVgRxBIM4X4JNrsvIMAYeTTqsBJJTAgZsAkEwsjwSM7rvuF2iLl/dbq/5RqlUsrbero4aG+Rebqcg956pAYzFYjbEDAkCl6vNZy2k83kfruTJRTrdPQgjyj6QZE4M20FCQHJHEPvj6nNcGaJb/A9bzUwjEF8KmUmgDg4O7N4Bnrgv9/uRkJEUDQ4OWkEswT5gEYkY7BG1NKw930vShbom9p0kY6Wwyz+q2YJbN8YzoiaN5IH3I+ABlOK9Q6HQBQbucoDgslrsAV5DAMaZIcjn2bJH+JN7de8TMIDAn+eHHSDQc+/DfdZfRDJTr9f17rvvmmz89u3bOjo60scff6xarWYBr9vwgfoqQC78XblcVqFQUDgcviBP8/l8VhjO2cCfkyjA5LPnYK48Ho9J4YLBoLVgRsJ0eHioaDRqn9lutzU/P69isWjf0S2idoNZOoHCegCY0kSEAZ+AqczaoZYYRo9GMezTer2uSqWicrmsXC6nqakphcNha4z03nvvaXR0VHt7eyb1JLZAIXH9+nVFo1GNjIwol8tZXWkwGFQsFjM2hC6gxE9jY2PWLpumAOVyWd/73vckSdeuXTP/22g0VC6XDURMJpOq1Wq2Pi5DK8maiRD7YesBQYkFAEEePHigSqWir371qyYppj4LsCMej19IppiF12q1FAqFFI1G7SwfHh5avQoy0aOjI5th8/TpU6t52tjYULVaVavVsmHmyN7x8ZxXAHXA1g8++EBSb9j1L/3SL+natWsaHBxUvV63eKhWq5mNIwmVevUwxJuUObCG2G63pntoaEilUkm5XM4YXLqqLS0tWZIHgEfjq89y/cImM6AdyBQIqml/2O32prBHo1E1m03t7Oxoe3tb4XBYu7u7Gh8f19zcnBKJhBWTk7Xj+BKJhNbW1vTkyRM9e/ZM5XJZqVTKDCUTqZHqINkCDQONbrfbhrDRTACn2e12tba2pkQioWAwqOXlZUmy36VAvFAoWPH10tKSCoWCdd2h2NEtUCMYQiLXarVscBeGqlKp2FyWJ0+e6Pvf/76+/vWvWzAHao+ek+CEovdGo2FzVaRei0gM/8rKiorF4gU5TjabtQQCQyr1pFIEi0dHR9ra2tKjR49MO0utUSgUsjoU5GokZF6vV9vb2xofHzeWgtogutw1Gg2Nj49bUkpDCBI4pFXIse7evaupqSkL8rPZrPr6+pRKpeTxeJROp9Xt9tp+0vxhZ2fH5Brlclk//OEPtbm5qWg0aoNIPR7PhU4jJCe0215dXdXdu3etexudSAj0fD6f5ubmFIvFtLOzo1wup8ePHxtqI/WMVL1et/qs8fFxc6wk6QQeIGPFYlE3btxQX1+fGb+RkRF7HxpOUDPjUuzSeXExqPvR0ZE2NzeVz+etmcQXcRFsMHsEiZyLep2dnf3EjmUk6cyQ8vl8ajQaFyZg48xAoAhQ+dPn81nrUND1HydhI0BB/oREkX2Ng3SlTNR7ECSRjCP7A3Hk/mBmQdQIJNGSkxSAqnH+3KTClYeCOrq1JiQL0nkHIGQH1OBdTiI56/w3a+hKb1y2A602AXKn07lQ6E2gTXLi1ghRjwN7Lsn+jbNDYDE8PKxoNGrBrpuUu/tIkgFl2FaeEw1SaAtMIg8zxI9bt0IxMuAAgQTAld/vt/b46NqxQdyfmySCQkvnXcc4Jzw77ovfZ21JeEC1CWKQM7pSK/Y3TIbLLrFel+tn3ITnp5V3/qir0+kom83q7OzMRgmwr4vFoikS+A6c652dnQtJ4q/+6q8qlUppb29P+Xxe8XhcwWDQ5IUEdaenp9YQpr+/X4eHh6rX6zo5OdHf/Jt/03wR9mdmZka7u7uWUGazWVWrVQvyiCsAC9gzmUxGrVavnS6JKOtMQu31ek1azZrCOLJHGH5IgE+tB4E74BLzTJLJpIFztI2enZ3V6empJVzMG6H7WKFQsO+9sLBgnTip9SiXyxaLYasBP6ltXVxcVDQaVblc1s7Oju7cuaPx8XHt7+/r8ePHVsPrfm8a7SARdbvQer1eq1NBRocd7+/v19OnT1UsFnV2dqa1tTU1m02trKxIkjVlAhBfXV3V/v6+UqmU1eciJT4+PjYgDCk+NsWtXYM5X19fN+kZrDFtn/v6+nTt2jUbVp3P5+Xz+ayeij0JME85AGeuWCxqd3dXDx8+1N/+239bV65cuTBqodPpXJgZx77y+Xrz/DY3N1WpVKxGjnoi9jnMttfrNQYdFur09FTDw8OKRCLK5XKmHkFmjH/L5XJKpVI27uInXb/Qycz+/r5GRkY0NzdnEhy3WBTEFvQlGAwqEAhofX1d165d09TUlNGL8/PzGhoaMokFyDntd5FBQd1Xq1VjJNigx8fH5iBIaEDeKKKC2oc1CgQCymazevjwoSHyyWTSpABQzWwYkgOKWOnoReBCdo8jAVk9PDw0yRIoUywWM4YrnU5rYmLC2Cp+MCoYQmpPYCjo2EYhMMnS7OysYrGY9vf3zQhA60ajUYVCIR0cHCgajSqVSsnn67Vj/uCDD1QoFPQXf/EXunnzpk1wvnnzpprNpkZHR62jBsMm3aJEaoLa7bbK5bIeP36s8F8Ny4rH40omk8bcZLNZdbtd3blzR9vb29aAgMCpUCjoz//8z9XpdHTjxg1dvXpVyWTSDKcr0chkMnrx4oV8Pp9WVlasWJ8ue91uV5lMxgpWQbYwUJVKxRJd7gP0W5KePn2q7e1tQ2loxw0qWCgUjBmYnJzU5OSkotGo0um0oUzQ9yRfGDESSaZjg+I2m+cDQZnT8Nprr2lxcfFCUEPATzBMvdP+/r7Gx8c1MzOjzc1N/ft//+9/6k5iP+rqdrtaX1/X7OzshcYFOBLofEnGdLlXIBCwlpRI7txzdXJyYlIlgjS30Byk2q0FGBgYsGDix13Hx8fa39+3+gfWizoVN+C8LH3CmXF2kdbx7AhqWR+3poS/c5MISYbQIy2BMYLpJfB1A2hXPkWCBTPkIpZuHRCfLV0c2Mnfs/asiSs1I7lxJU0EiuFw2JhGl+F05VquJJD6G5fVYa/DsF9mlQgMAX3YT+wvHDqoMuvKnqEuB/CFZymdDxLEdoJ4Y3tdVpD9RxLtfh/pvEsSn0EC67JJrrQGZoVnSrBGUkUig+2HoWCNCJRd+SX34f5I0ocffqgPPvjggvz7Z71OTk70zjvvaHl5Wa+99prtm0KhoM3NTZNvkegimy2Xy6bj93q9un37tgVeu7u7Ojg4MOaD5JS9DQs9PDyslZUVPXv2TH/5l38pv9+vmZkZS8IrlYo8Ho9150qn09rb21MwGNSdO3estTJ7D6YEO8Mz5ky7DRgIlAFOONeZTEbdbtcGWrvNJjhznINWq2WKCYArGgDgbxgODQALC4XUk0AWRgH5st/vV6lU0tbWlt5//3395m/+piH0sKyNRkP1el1nZ2cWC62vr2tyctK6w01NTVmzg/39ffOz1AnR2ZVB3wCXyGIDgYDK5bKi0ah2dnb0+PFjeb1eJRIJVf9qMC8jGWggIclqQaamprS3t6d0Oq2VlRVLnugyiP91zyZr6zacaDabGh4e1tWrV60+CAYayVkoFFIsFlM4HLZnXy6XdXBwYCUOMzMzZn+R2NLkBBDklVdesSY8/FmtVk2y6NbXtFoti+u2t7eVTqeVSCQ0Pz9vrfCbzaaNo3BrTknisRV+v1/r6+t69uyZJZUej8fiu0AgoLt37+r73//+BdDzx12/sMkMtSwucoojQMcajUZNbsMQSY/Ho1QqZTpJj8ejxcVFPXjwQK+99pqWlpYMhYACRm9IJuzz+SzT5gEj5SFwPz4+NhmY2x0FdmFvb88SndPTU9OgLi4umiYelPTFixcmUaHY69atW1boyrwX6XymAEWzdEfzeDzKZDLK5/M6ODgwirfRaGhgYEBjY2M6PDw0x57NZs2IQ3Hv7u6qUCgY8kLgh3GQZPT83t6e9vf3tbOzY/Ux1JnMzc0ZWwOKEggEND4+rkKhoK2tLT1//lzBYFBTU1PGDmGo0XZCi8KogOCCysGGjIyMqFAoaGJiQolEwgK358+f6/T0VI1GQ2trazo9PdXCwoJpUUulkg3jyufzGhwcVLFYVDKZtICQFtUPHz5UX1+fVlZWlEgkdHx8rNnZWU1PT2tubs6YikwmYxOFpXNpCck5SdiVK1fUbDb15MkTM9wweSRR8/PzFowhLwsEAioUCtrZ2dH09LQFigR9FDzTga/dbls/eZwDDgTdKzVdNIwAVab4mUCaZJfvikHu7+9XKpXSl770Jf2v/+v/+rnPfiAQ0Je//GVjAi6j5W69mSRjWaRzqRb7Hxmqq6NGj47jdgNRkGqXpYCK54cEVzofTEjAiFP0+/02mbrb7VpbdTewRL5D3Q76c5wo9+AmHqBobi0QDAhJgXQ+64JnBWLKOSZB5DkTyHK23A5KJFUkENRu8Dwuo/jct4vYI38h+SBwob7ILbKGQeA8uIWtBNiASTR8IWl32QYSAoIu5CxuguHOnCFYgYnodDo2YJDAl0SDoBTEHkQTma/UC1DHxsbMluG/YM3c+261WheYM9YJuSNJhZu4ux3kpIud1Lgvl0XBdwGCcf6xUbyX+zxJWtxn7dZ/9fX16dd+7df0a7/2a/pH/+gffe6zHwqF9LWvfc32F2d9bGxMu7u7kqSrV68aI1OtVm2OFucWXxIIBGx4JMMQAWNIvBjaSqLt9fYasqyvr2t1dVXxeNyarbD/PR6P1X8uLi7arDbOF0EiieLx8bGSyaRKpZLZB7cOCttDgkZikMvl9NFHH6mvr8/iBp/PZ7abBAHQYnx83OpvTk9PreNqp9NRLpezOiG32xasKwoHpJQkkVJvUjyBei6X05UrVzQ3N2f7hc87OjrSzs6O4vG4otGotre3dXp6qtnZWevECauGjaPZEAwlZzYWi6mvr0+JRML2b61WM7DYrQEhuC6Xy0qn01aPurm5qZOTE12/fl0jIyO6evWqdaAlDqGLKn6NGUa0THYbg2CrJZmsuNPpWOMlCuSlXpwUiUQUi8UMHCIGw67y3EkWsU3dbq9JEDWwR0dH1ugHOR/AvttJEp/Gs+t2u8ayIX905beAXNhtniEzZ/x+/4VSCFqik0AFAgG99tprevvtt/V//p//56ee7V/YZGZ4eFiLi4vmlAlmMMoYbdiP09NTo6UjkYihKCsrKzo+Ptbc3Jzi8bgVAOKQ0K52u13rAlUsFtVuty3JceeGgGTgnNlABBVQmaDgSEfowLS1taXR0VELqtvttiVGzJVgICOBtjvwDQMSiUTMuKH9BrHt7+83erhWqxnKu7q6asjM3NycIYfpdFq1Ws2cxfDwsGKxmCFg9KOv1WpWJDk+Pq6+vj5jmUg4+Q50PpmenjY5Xa1WuzAP6OzsTPv7+6YNBrGUZMnjw4cPlUwmNT09LUk2hIx5MyAdGEeQVVrNIlPrdnsTia9du6Z4PK6+vj5lMhkznGhAc7mcoRs0YWCPJJNJJZNJBQIB6y5GYMW+gKKmkQKTq9mzJBelUsnmD5AAezwePXv2zJLiqakpQ2EKhYIZY6lXfF4qlTQ/P28B2ODgoMbHx+Xz+cxps06SDBDY2dkxxgAmoNPpXOg9z35vNBomeSSJbjabevz4sYaGhnTr1i1z8NI5gvx5Lmh8gv+hoSHVajVzhjgHnC2IFIlMPB63QbDUJPB9CbbRouM8CCLd4nqcDc/V7eLCs+S5EpyQQPAZroxkZGTkAkiAU3LlZbBpLnvA+xGgs858Fj/YAc4CbCtrSvDJfWJDQQDdejmcNqwI6D/MA/eEJFHShTbEJCaAJchgsI+0zXXrdmA7CFQohKXWkCDsslTKZQr4nuxh1ouOYawJ4IibDHg8HmNgCF5o23u5dSrMjStV5DtzzpCTuUX6rkyN2hxXHghKzd4HpeU+3doBN7G4LJPkXl3GhqDMTX4I4PkhcXUTaUn2+5Ls/PE+/PsXcfYHBwd148YNO9fs2fHxcf3SL/2SrTPtdbHV7EFYNmwu+6ZYLBo7SuCHlHp8fNya19AllaA3n8+bXyceoC5icnJSsVjM9iSywkajYWeYeg5YF85NX1+fJQE8s6OjI+XzeX344YcmS9vf3zf03v099gtgK7NjTk5ONDDQm2g/NTWl4eFhlUolUz0QwJK8084YKW4ymTT2lEAc30+L/Ndee82AoHa7rVKppHw+b0zVSy+9dGEEAVK0qakpeTwe61xK8Ey7a2IgGBI6pBJs01yBs9nX16e33npLS0tLJn1C6jU3N6fZ2VkNDQ3p7OxMs7OzFnPMzMxYB66FhQWTU6OkkHq1W66d5jy59aiw9DwPQHafz2dAWigUsudLHEYnVp/PZ91ViUup+cJOYq9J1hk8jLwMG8DrXElc+K/m6pB0IedHcePGbQBO0WhU6+vr+s53vqN2u625uTkNDAxYd76lpSWTB/LZqAQ+7fqFTWYoIJNkqCKO2e/3W8FkpVIxQyT1NhbIyMLCghk6ghyPp1foTmtk5DmSLkg5KMILBoOanJw0xIUhjNBqBK/5fN6SGjYhTQWuXLliQfHz58/l8fSGYt64ccOCaDb/yMiIIpGI1Tzk83lr/+tqyN3iT9gSakdYC1pEj4+P6/XXX9fY2Jg+/vhj0+DST59CyXK5rEAgoLm5OTsgZP/7+/va2toyuhbaHkQyFApZ8sY6Qltj7EADX375ZWtDiESOREnSBdQQeh7DybAvjE5fX5+KxaJKpZJGR0d1eHioSCSiR48eGSvXavX62S8sLGhmZsZobr/fr2QyqZGREUMkaDaBppiEcGxsTDs7O6pUKvY8mA0Tj8fV7XZtvd0OOY8ePTJp4PDwsLUcvnLlioaHh7W6uiqfz6e3335bBwcHVvcCej8zMyOfz6etrS3r6z81NWXGkHUeGhoypD+RSKhWq+n4+NjQRRg/jHG73es3D+rp8/msDSnfpdvtNVfI5XJaWVnR9PS0sYBTU1Pm+Al8v6gLQ4xeHD079+7+GQgELKgmiAFtR9dMooysjyQFxw4Czvmlkxdry+XWY+BwsQk4WJIPaHrqpXw+n2nv3fXyer0X5AKcbxy426XMDV4JblxHi2aaYNxNsjjPbvMA9gsOm8APh8yzwCa6sjLujefCvwM4YQOQ9FCvQNIJ4+Hx9GYDwXoTQPAs6OYIW4QUQ7qYOLsIsRucY4theJlZtb+/b8y9O+sC5BMGirVyExmSMuzP5SSReyP4YT35fbeeyJULuskIawGowH1Q2+PWYLksDL9PosS/wQKwd7hcCacLlrnMo/s93b3gvs5NbD7PhdrA3a98nzt37ujp06eqVCrGdI6NjZmNxn7t7u4ay9XpdFQoFLS9va1QKKTJyUl5PB4tLCzYCIOtrS2zY+Pj4/rggw/U39+vpaUlC9ZzuZypDohFIpGINbHI5/M2zy2bzVp3UAAUfD7AFX4SpcHOzo729/dVKBQMrZ+ZmbGGIOydkZERlctlNZtNYybK5bLFDPl8XvPz8wqFQnry5IkODw+t3mtiYsLqSvCJ+DpkZTQPIG4gsaUBTi6Xs8AY8BAZn9/v18TEhIaGhrS3t2clAdgKni8gA7L5ra0tFYtFa5wAS4SyI5PJqFgsanBw0GTg2Ltms2lgIywsyoOxsTHNzMxYV7pyuax8Pm/s/NnZmQ0TRe7Hnsf+u4AJex2QY3p62hg16nexv7Aorn/udnt13i57AgMNC0yy7p4ppHew7HQx5Syzv1xQC8VGIpEwaV69XjewCQDZlQcjifT5fJqamlIsFlO73bYGE4AsPD/AKJ7tp12/sMkMxgXjTFEYzhZE2dXuEjzARhBsY8xB4wKBgGXsJDSgZ8iXYGeKxaLdS6VSMUOJMzk4OFAwGNTExIQFLn6/X1euXDFasVwu6/j4WLu7u8pkMvJ4PNrb29OHH36ohYUF1et1hUIhc/Js6uHhYSsEv9zVTDofuubO4yAQBZ2n+M/jOe/C0mw27ZDeu3dPp6enmpiY0Msvv2yOF8QZFGxra0uVSkVTU1PW6pki1mazafM2SqWSJBmKw4wfChMnJiYUiUTMiKyvrxulybpLMkf+8ssvW3EzTEMkErHXgAwEg0EVi0U9ffpU3W5X29vbmpubs0PbbrcNSaODDPLAbrer6elpTU1N6fT0VMVi0QJ1pDBnZ2fWZhkGwOv1qlwu/7WaAJ4nulqm88KmUSwKsiadtxfmfSh0JdGanJzU2dnZhTkBBOgnJyfKZDIXhma5aJYk25vME5JksoeDgwNrUDE8PKyNjQ3t7u6aBAh0hnv0+/2an583dA30/nLw/7NeQ0NDSqVSVuxJVy6CG7euwi1O5zXUtxBE46hAI6Vzh0RDESa1MwuIBIIEg2BOOi+ChB3g9ay9dO4QGeKbz+cNpccR+Xw+RSIRY7uQXLCfJJn8COSX70+wC0Pl6u8575cL1F2QATYARN2V0bE/kTDAHvN6N2gGPCLodJ8BErHR0VHV63XrFNXX12eghPsMYSFxlgTobuMFV/Pv1niQ/BPosyb4i1AoZHsBh+0yGCD7sFA868vSLTeZIWhATucityRGPG+XvSRZIQBx3wuW0a3bIdjkOZFU8OMmSm6jAN7PZVyQuLFP2u22ra+bmLrNFXgebg0XART7mPf7vBd7GHkL+5rny/8nk0kLxED+/f7eCIWdnR09ePDA/CF1R/gz7Kjf77e6zKOjIxWLRWNHJBkI+NJLL+k73/mOyZKpPwwEAspkMtYJjDk4yLnZg7Q9LpfLBkR5vb1ZeNvb29ZyGYAVGRd+FrsLs0YSxH5l+HEymdT+/r4lCCTIMAZ+v9/sDesBCARD7CYvMDp8Bj6zWq1a3SE27Nd//dd1cHCgBw8eaGNjw96XgnrUJgDTNGhBGeKqIgBLjo+PNTw8rGw2q1KppJs3b2psbMx8b6fTsdiK96W2iKYGNItCagtA4tpXJPzYV+wxcZLrcwAIOBck/9RgumyvW3NJDIrUCwALkByG9PDw0MY+AKpRg8l5JBnm8zmr2EtsDN+F73B2dmaNEJrNptk8kq3d3V3t7u6qv7/f2joTgyChHBwctDpgWN7LdXU/9mz/zFbh5/xi4aDvMNYEN/wMDg5aQTVSMxB8OlcxI6bRaBiT4up+XZaGjUtxe6fTMcqUOSvFYlHValWjo6O2MTBQQ0NDyufzxgbBACABajQaev/9983J+Hw+G2CFIZRk2Tktb0F20e66xcxQ2y4dfHBwoKGhIcXjcVUqFaulmZ2dtVqXp0+fand3V6+88orm5uaMEqV+iACuXC5bgkT3NIwKwcXGxoZ9zsnJic33gbXx+/26evWq4vG4tre3FYlETJL23nvvaWNjQ8PDw0okEjbfhgGQDPLksMIggcwNDAxoeXnZNKL/9t/+W6sHYP1crfDAwICh8tDboCvdbvdC+89sNmt1JHt7e4YSgvIeHx8rk8locPB8aCUyBFifVCqlUqlkaF40GrWAj0YJsBEgqWNjY2YskDb5fL0uVLBVjUbD5gDQvY6iRrczXrvdtqQTtIce8ZlMRn6/3/TDyWRSHo9HsVhMY2Nj1giC3vgTExO2H+nyh/TIZQs/z0V9lRs0k7S7DIXf32uHDeWOsyeAJYgcHBy0oBmGj3WAWeT9SI5By1g7aHm3BgT74SLrNMvg+biSKJyDJGvBjj5+f39fU1NTikQi6nQ6dmYIfGELSGQIJnFIyAVAPM/Oziwgoa084I3beYagm7oR2s4jP5FkbBY/BJwkHDhsnCf7FvABx+wmfe4zooCVIMJl0Xg/AmgSJO4DqYrbiYvXYQNAXmFFXKaF+2H/knzAVmBzXUaPvUN3QgIZkEu3wQp7z2U1qHMAaWVdWVP387l3WAaeF8g0P6y/u68lXTgvbkJCgOfW9/D5LsPIHmHvoWQA7HG/12eRmnzaxR4huZfOh0UT7D18+NDq/JhCTkE/RfycEdaCFrsMf8Y/tdvnU+Wxw9PT09bBE0kurHatVtP+/r6KxaIePXqk/v5+zc7OamdnR4uLi9b2uL+/X9lsVu12b5zD8+fP9ejRIxvncHR0dEEWFQ6HlUgkLiQexBbYbeTT1MWE/2qEQbfbVaVSsS5VU1NTmp2dNUkTgbR0XkvFviBOobsb9Rp0fm21WqpUKspkMvb5m5ub5v+pyWm329rY2NDm5qZJNVF+IMWnhnVyctKkVq+99prVsBFXpVIps53Dw8MGfDJo1u005tpW4gM+H+aD8wdzw3+vra1pa2tLr7766oUxANgr7CbgAnsdmS37x+Px2Gy7Wq2m2dlZY5UAyVkj4k9J1lkPew07dnZ2Zt1hx8bGbKA2rA81oAAr2AZAPZep59zQXAb5O/I+7C8sJXEWMWkmk7FGWEjrqAVjPVwJ6k+6fmGTGYJOFzlkU1GPsrOzo8HBQas/IHBAAuUioXRfAm3HgXAAcHS0aQSl7na7F7pDnZ6e6tGjR1ZYHIlELAGhQ1o+n7dal8ePH9tG3d3dVbVatQc/MDCg+/fvW8s86F2GqQ0ODtrgSVieWq2mSCRien+oa1AnigtB4ev1uk1FplBxZWVF9+7dU7vdVjKZ1K1bt4xSRLI2PT1tXaC8Xq8hzJIuBJMkl91u13TGfOeRkRHFYjGlUilVKhVLYFKplKampowmTyaTevbsmZ48eaKZmRm9/PLLmpqa0osXL1Sr1ZRMJq2AnSANJIPe79DxW1tb+v73v69wOKzr168rEoloenpafr9fa2trOjk50fT0tOmaMeB0g2u1WlaITaBQLBYtyKLbG+sFytztdi3oIXHF+Z6d9YahBQIBLSwsWIA8MDCgyclJWxdaN+LgaI2bSCQUi8WUyWQsUSHw63a7Rh+///77SqfTeumll6zryeTkpKE4sVhMkUjEnDb7slQq2Vk5OjqyYlO/vzfdmvODAUfKE4/HLVjDMH8RFw4deQI1DqDxFB8SnDAIlu41OGiXXWC/wvJx7rlnV97jJjVcBJskGCRtaOE7nY4lMAcHBwZGcLl1fpIuFNQiPUGWWi6XrQMQdXpu7QLJDY6chA5d9eHhoRWjVv9qsrjLcFDQThLB/7u1azh393MIpnHwLhvjBrauxpskhYJstOCDg4OGpvN5PNNcLme1AJJMooF8ZHR01IAU6uFIZAi4kaZJ+muJhMs6sJ9BgUlUAXKoJeK93WLZg4MD67YE0wfbx/m+rGWHyeH7IEVyUVz2LGeLBILXj4+Pm20gYOEeXTDBbcDg2mzuwd1LJK5u8wO3Dguwj7939wDBGmfk81zIVwYHB82GSTJJ7g9+8AOrv8Tus07Ip9iriUTCmrUAsgWDQbN/wWDQzqvLPMJEXr9+XaFQSM+fPzfJFtIoLliLaDSqW7duGYodCoVMXlwqlbS+vq7+/t6MFTqwLiwsaHBwUK+//rokmXSOGi2XBWWdBwcHrR4IwIHay0gkom984xuanp42ST2gFnvcbWpCIbi7hnze0NCQKpWKDcA8OTmx+s/BwUHNzMzY/bDm6+vrevHihYaGhmygJiAh70tzlG63q3feeUcej0fLy8tWV0SCRq0jQFWhUNDz589VLpe1tLRk+xzbBFvKd4xEIlaHQi2c1JPeszdyuZx2dnYUjUatUQR+gKTFrQdx69T4Lq1Wy/w/MrbJyUnV63XzRSSTLjuLmuXo6MjaslPXdXR0pPv376u/v1+vvPKKsWJurRq+BLkh94y9ucwik7Sj9MC38t3S6bT29/et8UI0GtXg4KCpC7ATSGMBPT4LI8P1C53MuI7AbZ3p8/m0s7NjGSKMQzwe187Ojh1KajDQS9JimawTShlHVS6Xtbe3Z5k5GTTsArIzqVeAzUAnDAHUL/QfDu7Zs2eG8Fy+ut2uHjx4oEwmo2q1qlAopC996UuWSLDpCDhIlqADqV8IBoOqVCom+zg8PLQOZel0WktLS4Z6HR0daW9vT6FQSJFIxLqJsTHR/0qyYCaVSl2oj4AChSkhAGGAZTgc1quvvqpUKqV6vW5rJMlqOBi0mcvl9Gu/9muanZ015KnZbGp1dVXlcllf+cpXLiCUIKqNRsMQC+7j4OBAqVRKnU7HNK0Ec5VKxbrIkXAgHSNAzmQy5lRgf0hoNjc3dXp6qldffdWMOhQwMj+CNxgXpEMDAwMmB4hGo+aghoaGjO2anZ01jfbHH39s3alAuiXZ+1YqFQWDQb311ltWKHr//n1tbm7K7/fr1Vdflc/n0/b2tnXv6uvrUywWMzaq0+lYklytVi2ZoesNiTWI5MrKigKBgEnjMLAwGQRpX8TZd6WOsGiSLsjZYLZAZXGsOHhQKRyJW/NBYoxjRaLDoFGXYeC1BMo4ezqbkRTC8nyWNpXcR7PZtG5BR0dHGhsbUzwe19nZ2YUJ0IAKLhtLIgFSzmtbrZYajYYxFiB/MEYnJycWNHCeqRcgAHflc0gWJF0IhHHSyFZc+8DfI/2hDgD5LME+r8fmIjljXblnWAzYNVraw4a47BG/5zYquFzM7taEwJ5zLzA6sCPS+SBXwA/2Ohpy7oNAHMSTHzfIYM9xbyDXSJiwRdyPW7eCH3Bbd7s/fD8CLZc1c9kpFyCQdGE9XFbD/XyXIePf2ZdfZM2MO3yXjp71et2SsW63a3VrBGruXqAeKxQKWSD40ksvmRypVCoZY4A9azabmpiYMEaW5jT4/L29PTvXbq0Q4Fo0GlUul1O321U6nbaGF0NDQ9re3lY0GlUwGNTCwoJ1kurv77c5c0jK2SvUL3DOABH4b6S0JDfdbtcYn3q9bkNH3cAb/8h3Z++60kpsI8nz0NCQrl27psePH2t9fd2aAjEnipjk/fff1+PHj230BB3FkEgGAgFNT0+bQiEYDKrb7Wpra0uxWMzUCAB7o6OjikajFxLpVqs3tJo6EM4He3lwcFCpVMqGdgICYOdcm3Z0dKSJiQmbjQPgAUjs2lz37HAGKNSHif/ud7+rer1uUn3AFdg1bCpnkyYLNLUBkNvb29ODBw+0vb2tb37zmwYqu3JnAGv2PqCE2+nVlX67Ng2ADAk1ksJOpzemBNATJtLj6dV0b25u6i/+4i/U6XSsZpjP/6zXL2wyU6vV9Md//Me6ffu2FhYWTIYD/eYW/jOVNhAIaGxsTK1Wb1jU3t6estms6WspNE2n00omk6rX60bTYZRIENzuNRQZtlotK6bjYabTaUPkMHKZTEaFQkFra2sqFosXCuC4BgcHNTk5adpy2geD+k1MTBhKDFUN4oQmdmBgQLVaTS+99JLeeOMN+f1+o6C73a5NwsVIbm1tqV6va3NzU/v7+zo5ObFCdIK5QqFg8iuMAF2Y0JtykM/OzlSpVPTs2TO1Wi2Vy2Wtr6/rxo0bunbtmmZmZixY4BAeHR0ZasSBisfjeumll7S4uGi1Sqenp3r27JlyuZzef/99vfLKKxag9vX1aXd314oZMZrZbNZQRgxQu93W9va2FQTyLNgroBywM/F43LrR8Zxg3EhMZmdnLZGGhoel29vb09jYmKrVqh4+fGjBA4zUzMyMTk5OtLOzY0YP50HgPTY2phs3biidTpszGBwctITarcXa39+3hgPz8/NKpVK2fiQbFG3i3Gh1S5e6oaEhTU1NaWNjw1D0s7MzTU1NmdSTui2YEoJnHOujR4907969L2TWRKFQ0D/4B/9Ab775pm7dumXIoosEI5dy2/1SVEty4gZalyU5OHgXxcKww+y40q1Op2OBAIE6unE05DAESIh+msut1enr67PZRZfvnWeLPfH7/Tao0w1IKIBmLVzUnM9x6wT9fr+1s+Zsusg9dTvYJ34uF8C7z8fVUvMaGBlaAiOZQsbBfoKFyeVyZp9J3CqVygWwyw0QYNndegs6E/H/BOuuvtxFYC//PcEtQArvzx7EqZOckcS5iQzBBWvLvqPgF5YXbTzBGsGQ1AMPotGo+QJXv+8muzxjt6bEZc0IgNgbkizw4xnz3Nk7yDMBGNz6q/fee08//OEPv5AZU9VqVf/df/ff6fbt23r55ZetlbEk3bhxQ4uLi/o3/+bfWBdI7on9QO2H1OsQ5doGl5F0O9oxmJukdGlpSfl8Xvfv31e32zVwz+PxKBQKaW5uTg8ePDA5bqVS0b1791Qul3Xnzh0dHh5qYGDABhAjy2awZKFQsBlla2trqtfr+o//4//YuhC6zKbLztC1zLXtSMJQfrDf3GfPPoS1oJsZ557PxA7RUt6VVbGmw8PD2t3d1djYmBKJhEnxt7e3dePGDSUSCZvdFw6HTT3jzmna2dmxmSfr6+uWOLn1KcjeKPCn6cP4+LgBw27NcCwW0/T0tHw+nwKBgJ1XQB1kvewTmPtgMGjtvZFYA1oAcLjgDsCK+/7vvvuu1tfXNT8/b/bRTYQ4k5xX7Ar7ic9KJBKanJzU2NiYPvzwQwPcJycnbR+79ocf7C37mf3j1rq5sjQAWOqSarWaxVjYFnwI5292dlYrKys6PDzU3t6eJicn1d/fbzOmftIAa65f2GQmEonov/wv/0vbNFKvLgME/OrVq9bbHUfFgE020dDQkNbW1vTJJ59ofHzc6h7oeU7XDVAG5F3uDAbuhWJxtyiZfu/opkFyHj16pEKhYEYfBIiDIMkocgJi5A2Tk5MaHBw0I0CAhqMGtYrFYoYiPHr0SH6/X6lUyrqKtVotK0T3eDwqlUp68uSJsRmtVkuzs7MKh8N68eKFsQPIktj4kiyBAYnsdntdrvL5vO7du6fDw0NduXLFUJmrV69agTpIN/pz3hfneXh4qJmZGZO4IAFZXl5WMpk01urg4EDXr1/XzMyMtdCUZMaDtUKrCjpN8ooUcGhoyDqioM3GgIIOuV1/XK2xi+hKMpkbRpW18vl8un//vk5OTmxwa6vVsjaelUpFjUbDkgaYKxwUxpREAsnV+Pi4tR3PZrMaGhpSsVhUo9Gw7n7QyC5CQytsBki6Tl7qBUm0w2XoKoMn2cPtdtvQUbcbDsbvG9/4hr761a/qn/7Tf/q5z/7o6Kj+i//iv5B0PhTzsoyF/8fZEhi6qCkBHUnBZe0/qDs1BHw2z8tF9nn2JPGghThLgmcCXLdo97Nc3D/BfbPZtH2BUwKkIMh0pZ7Irdy1IfDk97g32A+3kQodpDj7JGScJ4Igt6EAewgd92W5EXI92rvzPWHTeB6sP06aRhoEYBT3ElTX63Xb33wmbLTbLEI6r2ki4HWTQtaLz3cTP/Y4iQ8JE9+B5+AWEhMww8xg91yWBqQUNBzQiPoixgy4jA/7HPmaK+1wZWWujt0NiF101t3L7t5kfQHX2LtuLY0rhXP9w5e//GV95Stf0R/+4R9+pr3+ky6v16vXXntNXq/XBtBit6amprS+vm5tYkmo+E6sNRfrDQLO92J/UJOBqoHglATz4OBAkUhEb731lp0NVB1DQ0Mmz3748KHef/99q68CtBoZGTHAFfCJezk6OlIwGNTy8rI+/PBDpdNpA484V+zTdrttUqLLoIQkY87Zn3xvl6l1baXLRMJoE7Rz3g4ODjQ8PGzNYjKZjBqNhsrlshKJhCX5FPVLUjgcNrUDNgk2AllfIpEwMG9yclKvv/76hUQawILAnCY5bgJNZy6p52/pgobaQJLVyzSbTdVqNbOhqA5I1gClaFrAvnITD/YlEm+SEWSmzWZTX/3qV833AzLD/LuxJHsUxkw6Z33D4bD56aWlJUs0jo+P/1pcQnLZarXsfLvyWdhpt+6RMgViFleCenR0ZF1DiaVQXRQKBRWLRQOD3W5rb731ll577TX9T//T//SpZ/sXNpnhoIIkE5Cvrq5Kkl555RUtLS0pm81aESXF4jjRdrutra0t67Odz+dNc12pVC5MxEbLStcNNis1Njh5r9erZDJp6CjGs1gs6sMPP9T6+rptKrTwFNV6PL3Blu12Wzdu3LDgls8C7aCoHuSFz0ACgCb36OhI165ds6AHx0uDAwxKuVy2H2bmIDUqlUpmcJGbSdLW1paxVgQ79Xpd/f39Vni+u7ur09NTvfnmm6a9ZX4NTtel7Umy6BbGIV1cXNTi4qI1GYDS/8pXvqI7d+7oz/7sz/Sv//W/VqFQ0J07d+wZLy0t2SAnn89nc1nYO2iWWRsKDQl+KLykUx2G1y2OI2jlWRMgnJ6eWittV3NO0ASLkEgkdO3aNUuS8/m8VldXDWXp6+sNSYMNIFBxC3F5vgTR7K92u23SPIz78fGxoU44Xe5LOu9yhAyz1WpZq2qQS4IynCDnaHt7W1/60pcsYMPoEYAjJ/q8Fw6f+8QRE6jBGpC0ulQ3a09C6AYABF8uW8Pf09EmEolYMOmyUDgm2r+6jK4rS4LK5/1gDH6SBI+kOJFIWEtPgmcX3SOAxtmyFwleOFP8SSIDKofzDoVCCofDlthScMz3xdHRQIA6Qpe94L1gEC7L8dygEokZgSV73y1KJ5kjWCaQp1Wr+93RfPP7JEEMuAXIIngDUZXOW/+6yQvvQdLGs8dx4+h5hiQmgAHImgkQYWdIZi4zI+w5irep44Ipo3OQm/ywTtg67p8fzgWf4aK4bnLism3cB0wdn+sGyawFgaR7BvnvL6JWhgu/PDk5abUo2MWTkxM9f/5c+/v79gwymYzm5+eVTCbte8FSwppJ563MOc8kHm4dIBLpbrc35ParX/2qms2mNaSZnp5WIBBQsVjU7OysqTNisZjefPNNffLJJzacM51Om7TM9Ru09M3lcurr6w1hHhoaUjqd1tbWltV3IuECMOHMucmmyxbC5qKeYG+6klq3vo3EGXDD6+115MpkMnry5IkkmcT4wYMH+uEPf6jR0VFNTk5qZWVFpVJJfX29LmU7Ozu6du2aJYbI3iTZ7L9AIGCJ/7Vr1wyomJub0+7urvlpBmfi51wglP0MsyLJBlOyvnxXzmyr1dLGxob29va0uLhogDD2jbNFR7WZmRmTu52enloTAwAWj8djUkX2UiqV0vz8vDX2IWmCycfuIUPnubAnkWhfu3ZNfX19llj7/X7rbkYzK2JTFzRymThsH6wL55R4p9FoXOiM5oJazPVyWV9ADxQDJHV8Hsni5RrRH3X9XCYz9+7dUzgcViQS0YcffqjXX39d4XBY3/72t7WxsaFIJKKNjQ39N//Nf/Nj34OHD+qXTqf1zjvvKJ1Oa25uTvPz81Yv4Tolfrfb7fVup3g+FAopk8loa2tLoVBIExMTdvCOj48ViURULpfNSYHY7+zsmOaTjU3XNBwcxbLUoFCcOjAwoLGxMQuEh4eHFY1G5fP5tLKyYoEw9QrBYFBzc3OSZDUefr9fN27cMFmTW0eQz+eNfZmamrrgvJkDAjqysbFhgUQwGLTJx2xS0G1Xz93pdMxoYPSazabW1taUy+UUj8eNQZFkWle30LTRaCidTluWT8Dh8/lUKpUUDoeVSqUUCAQscG82m0ZFh0Ihvf3223r69Km++93vWgeUVCpl3b8IKkGzYD2Yn7O8vKz5+XkdHh6qWCzq+fPnF7qCUCh9dnam7e1tk1QhLex2e93LFhcXlc1mrZ6B+TIgINTErK2tGWvh8/nMqFCbIskcCagzw80IZigcpXFAu90r5qdWhw5tSAQ9Ho/N8rly5Yq8Xq9pw4PBoA0KZXgrQfb29raWl5ftfXE6tBw/PT3VJ598olarZfMLBgcHDR2HUYQhcJHin/Ui2XQLty/XBEgyGt6VxmF4QflAk92Ex00+LgdovD97AyaY5GBsbEyNRkPDw8PWcUfSX6u5wAlT60EiL+nC5GXsQiQS0djYmDEkrAMBNUkTf0+AzDPzer3WOAI0j9e7nfCYwQOo4QbfJLjdbtfOVKPR+JHdvAjGCZpdSRaOkP0hyRwoXb/cy2VncMxIgWhMANLoPt8flYhQR8E6AgDxOvYS98h6cv/IXUgEkdwiI3QTFvbXZZbQZWRIPtzEwmVF2Ic8a1fbz+UmMthnl3105WLu2rr7nvVyQYDLTBT+jPtym3Bwb+w1V05IUPZFXGNjY/r1X/91O0vIYdLptM0T+9rXvmY28eDgQEdHR7p79641S+Ee3e/HPqW2oFwu29wwfEilUtHo6KiWlpY0MzNj8Us2mzVFBJ1RAelob48EEFu8sbFh80DOzs6sA9f+/r4Vuh8cHGh3d9dk9PV6XS9evLCZeAANfJbP57NnArsCUFCpVPTgwQMFg0H9xm/8htl4FwTgPYhxAAwIvNPptDKZjDE8yGcHBwf1N/7G37COlmNjY/Y9sP/Ly8sW3DcaDes65vP5bP6KC6gkEgndu3dPQ0NDNptmdnZWt27dUqvVUqFQsLMIeIRyg6J5V7nCeeF5Y5vZq+VyWQMDA2ZnURj09fXmGR4dHWlzc1M/+MEPdO3aNX35y182NsLn8ykej2t/f18PHz40SSkSP9o/12o1i/uwjY1Gw9YFBgs/yT3T/fXp06dqt9va3Nw0eRlMLeoLF+DjzGG/SWyx5W4HRGwia+nKkPFBKJIu1/eQBLMXarWaCoWCZmZmJOlC6/yfdP1cJjP/8B/+Q/3pn/6pwuGw/uAP/kDf+MY3JEn/+B//Y33rW9+SJP2Tf/JP9Kd/+qf67d/+7R/5HrRT7OvrUz6f16NHj3RwcKBwOHyhjub27dt68uSJXrx4cSHQL5VK+u53v6u9vT3Nz88rFovp9ddft9kjiUTCWvBSSzMxMWEoHvUYgUDAak9ouUibZp/PZ23unj17plAopL/1t/6WgsGgtra2bIAjqC5Dq+iaVSqVLAHo6+szOQaZcX9/vw2lWlhYMGdCYdy1a9c0PT2tjY0N66oBNQmq6ff7tbu7a4EtHTboKMampeA+Go1aEsEBBTE8ODjQJ598omw2ay16OVgEwX7/+dwLJCH5fF6NRsM0xDj3RqNhKDHJE5KLUqlkHY1GR0f15S9/2eR0UKYumgxj5vF4dO/ePdMoj46OKhaL2RAzAkuYvlwuZ6zb0NCQZmZmNDExIUlGuff19Zl0iw5ttEtkgjR1C8wTSCaThgAVi0VDv5rNppLJpD2bvr4+JZNJHR0dqVKpGOpMcWEul9PExIQF8q1Wy5B0unfRFY46KwLaSCSidrutTCaj6elpK1bMZrOKRCIaHx+3gslkMqlQKGQ0PM+y3W4bA8XaIROq1+tG4bNvv6iLoBeE0TXgLhtCPRafT9CGtOdy4ExQ6SZHrpwG5I59hgPGKbsMg1sTAsLlSlzdphcEyBScuvUdbpDhng8CcTeJANFzWaV2u23tnWEfkVGcnvbmbsF+ABpwTrlPagdIpPlvGGiQeZd1cNsY87x4LpfZF9ZRktXOuetOkE5CSvBCrRjJoFuzRFJAMA3S6NZOuHUB7AXQSre+CCaVJNOVwnKffH/WANvpynhcGYkrLXMTGV5/mV1hn3DOkZBgJ9jPbkJEUsP/s5+wC64Mhf3CWXKTILcehvth77myQuSZMKDIg76os08DFQKparWqvb09G0yLLDkYDF5QIrhMM/uETlzRaFSJRELhcNgSNvY4s0cCgYBu3LhxQVZIrWE0GrWCepLb73//+/rSl75kwCVJhetfARh45sivAAw6nY6y2azK5bIxufw/toIam7m5OevuRZLBOaKujM6TNCmSzmWW7HVqMNnTnU7HRjXQUSyVSlkQGw6Hbd4Ney0SiVhy1+129Su/8itaWlqyRkfuvoVNYs9wLpBPP336VFevXlUwGNTi4qJCoZDK5bJ1g8M2nJycaG9vT5ubm8rlcnrrrbfsmXDe3YJ3bC/sGYkJHTg7nY51XKP98+Liov75P//nunv3rgFRjCXY29uz2BCbOzY2ZnHo6enphcQWmbJ77vCtfr/f5HvYvP39ff35n/+5otGotra2LHFxpcPUqfLcWFPOHskl/u2yvBW1TKfTsTpC1y5mMhn98Ic/1JUrV2zgvCRTeezu7pqUl85yrP9nuX4uk5lvfvOb+hf/4l9c+Ltvf/vb1h1Mkl599VX90R/90Y9NZui+IfUKgjc3N9XpdHT79m19/etftywbCq1YLFqw+uTJE9VqNQ0NDWl5edkMNUVoZNYkJ+Pj4xbou51w+HwouqOjIyUSCXuABJOSNDExoXA4bJl8LBazZgHQ24ODg1pZWVE0GtXh4aGePXumiYkJzc/PW0DS6XSs9mFyctICn3Q6bRIUEqjJyUkzNOhIt7e31Wg0tLq6av3cmZ9SKBS0t7env/23/7akXsCYSqVMM0p9C/NRWDc0rt/61rfUbDYvDM7kkE1NTVmBuNQ7WDAwgUBAuVxOR0dH1vmFC1qZ3/N6e0OhCGaoX9jZ2TE0mdcxowONMwjW6emp7t27p5s3b+rmzZsmKfB6vSYjHBgY0O7urra3txUOh7WysmL6bJJUZAE47lar11gilUpZMWGz2RsqxmBEkh+6hlB3QnvLmZkZTU9Pa2RkRLu7u8awUAcEGkVLShodSDL2jsJgUF+kCAQdxWLRArlqtWqSG1iizc1Nk9ogLQP9cQP1VqtlEkMMcTwe18lJbwBqvV43sODGjRufuT7ks1xukOp2znORRjdQ5Ey7SQEoFc6UYNANsKXzjkx8Ht8DZAupFskEa4WEgAAelgRZKQk+bCnvw3Oo1WqG3LnypcvBt1vzIsmCVfTkkizwcTuqwSQTPIPGc2ZhXd1/Ixmm3bebWFHTw55x9dhcbvDtBvQE/W79H0yxi+rz3STZmrbbbWtWAZqK7JIkx32usK4kHm5Sy3siS3G7ALEPQKa5R747doMaAxIqt9OZG0SQvPHebmJNQsGauCiyz+ezpILvdfn93N+RztUIJCuuLFGSPV9X2ufWdJGA8t6w8ySOkiwgxsbi/5D9fBGsLOxEIBCwoD2fz2txcfGCPJokmNqy0dFRTUxM2IR1Opcyf6tYLJqk2Ov1Gts6NDRk8iDkPR6PRzs7O6rVatrd3dXS0pIikYiBJI1Gw2S54+PjxkaAxJPgsMcATJGTHh0daXt722pd0um0rl27ppGREWtnTMczBlGjqMBHIHuqVqvq6+vT0tKSms2mHj58qNXVVZO7Ar4Q3CNBQsrODBmYC6Rl7KlEIqHDw0Otr68b+EVSNTw8rOXlZU1NTZm6ZXV11eRU7mgHN1lnHW7evKlcLqd33nlHX//61zU9PW0sqAs2IH/z+XwGtHIG3X1drVYvlBjAPHF+YXNguMLhsKljqLn5T//T/1QvXrxQX1+fJicn7aycnfXaPd+4cUNPnz7V48ePNTExYX6ePUXcAAtDzTJsHpJxEmtY87GxMQNvAUKJLwDCGo2GJYfYWv7EP/B9+e4AfEgv6QLIDCeUINQ7SbL6K2JkAETiN2YKRqNRTU5O6urVq5+pg+fPZTIjnRfrv/rqq5J60jMmt0u97P7evXs/9vcJpKFaj4+PNTo6qhs3bkiSITUE/pFIxCQRa2trZsySyaTJo7rdXvvlcDhsmlaMDoEJekBa/Q0ODmpsbMwOB1KharWqkZERJRIJk5qR6YNg46h9Pp8h+ePj42aoSTRgNtBx1mo1Q5s4sNVqVeVy+cJU8/X1deukBQpHUVqtVjMKdHx8XFNTU/rBD35giAKBG/UWGFtJxsrQQrHRaOjevXv67ne/awOhRkdHdeXKFZNj0UUrl8tZ4IK8Y2xszIrbMMDNZq/d9NTUlDkQDipdxiTZWgYCAV2/fl3Ly8uWcJJkSrIZLdlsVltbWzo4ONDm5qatVzweVyKRUDwetwQJY7mxsaHbt29bosPkYxwPMrJwOKx4PG7Ovd1uq1AoqFarqVwuK51Oq1araW5uTplMxtogZ7NZDQwMaGJiwhiiWq1mSRJd9DBSJMWnp6eanp7W1taWnj17ZrVGkjQ5OWmBBxIeivWQAO3t7dk8g3K5bAH266+/rnq9rv39fWMUCGYCgYA1vKBrDBPeI5GIyT4SiYQ5O1hU0MXPe5EcEKziwEHMCdgwuARhGG+YRBJiAm8c3eVkwZWiECSyhwnMJdmapNNp64gHQELQDmvlBvwEEiT/gBvMvGAujVv/IulC4gH7CDru1qb4fD6Tilzu+oaEgM/l+1E3gMPk+9IanXoCAiCXFXCZApI06by4lUDDlXIBFLGf+E4kSJzHyxIKni2siJtAsibYGe7BTTi4J34HSaLX673APiG7oD4BORkggNvK1t1PfKabGBCIud/fTZa4F5IZNyDjhyAE1s5lV9yE/vK54X35rqC47nuByLrsnnt/JIc8Y9g3976x5S5L+EWAGTD5x8fHWl1dVTKZNNBuc3PT5D3sB2oOWEvYFuZ0MYMtnU5rZ2fHmDi+kzuAEVbFbZqzvb2tiYkJNRoNA5EGBwf167/+65qbm9Pw8LDK5bIBQfl8Xv39/Zqbm1NfX59evHihdrutVCpl55vRCABZbj0SNoWEY2VlRYuLi1bDyX4bGRlRpVKxzn50MpuamjK2pVQqaWpqSvF4XMPDwyadJwCnc1mr1bIW1jT4CIfDCgaDarfbVtOJ0oF5KNSawmyWy2Vtb2+b7Fw6B2LYk4Aw3W7Xvt/a2pr+/b//9xodHdX09LQGBgZsaHI0GlWlUtHdu3f1ta99zSSydHDj/rvdrhXjSz3pViQSsWAdlhrWh3iM/e739+qTv/rVr+qXf/mXtba2ps3NTZ2dnSmXy1kShBQ8lUopkUjYvkcG2ul0DMDOZDI6PDzU+Pi4Deus1WqmKoE1optoOBy29t5zc3MmpYQtxyYBNrigC5drQ7DZl1uK83pszNnZmdWm4c/pelur1VSr1WyvzM/Pm2qm2WyqWCxesE0/6fq5TWaq1aoWFhb0d//u39Uf//Efq1Qq/VS/f3R0pD/7sz8zBgQt68TEhM7OzrS1taV4PG6oO7pRNne73RsAube3Z9KRubk5TU9PX+hOBj0rnSdIJCJMO8XJbm1t2WvI3CmAjkaj1gLZlU/QBjEcDl8YpIZMY2NjQ/v7+3r55ZeNadje3lar1evSFY/HzfFMTU1ZYbTX67XCsYODAyt2Pzs708DAgN566y3ree7z+ayjF4hTNBo1ytwNHEheQOtx9B6PR3fu3NHx8fGFBImpvLSdRPpDURgIH8VwvP/g4KANHAVNZa4LTolgg178CwsLWllZkdfb6wiWTqfNeUmyAD2RSOirX/2qJbFer1eZTEabm5s2IZkOKJFIRPv7++rv77cEkuRgbW3NihzpTFMoFAzJQAJAUk3XMI/HY0WE1Fn4fD7Nzs5aoEswjCPA2MJCgKSMjo5qeXlZ4+Pj+vjjj+07NptNTU5OXqinoPWmz+fT1taWyuWypqamjAHAqRHkEvg+evRI7XbbkvvZ2VlFIhG1Wi09e/bM5BEEELA2e3t7+uSTT6xNOGfm8171el3/x//xf5jhvXr1qrGXl9FvF31nH7u6X5eluRxkuvIejD+BqXQxOAPBzGQy2t/ft3odCo35XVgBgmnOB4kSjgiGjXu8TPl7vV4L/mFXuCcCYDcgZs8gP0C66uqZCeBwYAA3x8fHxoAAbFB3Q+DE/br3x1q79UcAQO53cWuFSqWSKpWKMZp+v98Ycr4fDBxIoiuJc1sls26sKfsB6ZybRPLM3XvCBzSbvQF2sD68D+fBDQ7cxMiVzXCW3KTATWT4001EeI7YKBBWvjsyNreGyn0fEkSegbuved48K4Ig1o6/54c1vJyAud/dZS89Ho8ePXqkBw8e2Ht8EW3ZJenP//zPL0haZ2ZmLtQkuQEZ8QDtlbe2tqyl/ZUrVzQ+Pm4AQLVa1YsXL9TpdPTqq6+a1LbZ7M16mpubs26oMNxra2smk6bmtdvt1eN6PB4tLi6aFPLw8NBqW3kuoPIjIyO2f/1+v6kz8vm8MQoUyuMHSLzdhhUkFC4r73bsQhFCy2FY2ct1WCQfIPR+v9/kbySLSGuRN3k8HqvjpUC+2eyNaQCUnZiY0Ne//nWT7hOII6/lO8Tjca2srCgSiei9997T7u6uvvOd76jRaGhmZkavvvqq1Waura1ZLIAMcWRkRGdnZ8bSkaSzL6hnwRd4vb0a0kajYQA2z5m95bLm2L27d+/qxYsX+uY3v2kMWzgc1s2bN81nw54kk0l1u13FYjGTxmJjiTVisZiNxQC8BEgcGhrS1taWstmshoeHdfPmTfX19Ro7ECednJxYm3BXYuayuMSrLqvr1ukAdg4MDFiHUto/04lzf39f+/v7yuVyFhdOT0/bfLJgMKiNjQ3VajUDfD/t+rlMZn73d3/X/vub3/ymfv/3f1+Li4s/VR/6kZERffOb3zTDu7e3Z5sThAlEBISoVCopnU7r7OxMo6OjNv2dvulQ1BgCCghdJACEFprP7/dbK0Wvt9f1goYAQ0NDOjo60uzsrKLRqPx+vw0+Oz4+tmJb5CfQrlKP/RgbG1M0GtXOzs6FeTQjIyM6Pj62IVjpdFq3bt2ygjC36xRdNbxer3VISaVSeu211zQ3N2dOb3Z2VqVSyaRQiURCwWDQWgguLS2ZhO3Ro0cmERsaGlKhUDCDHo/Hdfv2bZsSj6E4Pj42NMjttoERY5Blp9OxAYgej0fb29tWKzQ0NKR8Pq9arWYSmf7+fmv5jIaTgAW6PZvNan9/X6FQSFeuXNGDBw/00ksvXQguK5WKdnd3tbu7a8V2KysrisfjNuSLYG9kZET7+/s6ODiwbmkU2BWLRaPc6XJCIgSiQu1Sq9XS2NiYJiYmjCo+OjrS+Pi4otGo7T8MCompKweSeoH29evX1e129f7779v97O/vX0h4+/r6lEgkrP04csFSqaSdnR3lcjklEgldvXrVAsSDgwONjo7q/v371nShWCwqlUqp1eq1k+50OtbOvF6vq1QqaXd3V6urqxoeHtbbb7+tVCqlvr4+/at/9a8+t/2IRCL6vd/7vQtF2Gjb+Z6g78glSCxAmwgWQdXd2gQ3MXDRbOncsbg1NLBAxWJR5XLZggKCYAaMgXy5jsXdg259BaADwQ82jd8BOcUZEuCw/2EVXVkggffAwICxMSQEBLwkADB8LiNFjRusDfsS5+fWWJBEcY65Z5elIjinuLzRaJjkp9PpWAcdZCluEsN7SOcyCp6tpAstsl3H7nZpoqkJAYt7zzAWLthSrVZt/bEHfG++s8vY8bkEDm5y7Mq1uFx2zJWXXb5cyZnL1LlBvLu2l2WTXK5mHpAOkMRN7NzGCewdEN1O57xLG8Eze/j111/Xyy+/bMnSP/tn/+ynO+g/4goGg/qt3/otSzSnpqYk9WSUMK3Um/p8Pi0vL9uk91KpJL+/Ny+pXC4bgxaJRFQqlTQ0NKSbN28aMIqEqVwuW0A3OTlp5+nBgwcXEPdqtWpSZQAM7oeGL3Nzc7bnXFUBbDvfQ+p1DG21WvrSl76kcDisvb095XI5xWIxswVIGNmnJA4jIyNWs3p0dKRCoaCBgQHNzs7K5/OZXI37oMEN8QlyT2SVtF2n+xrJby6XUy6XM4YEGRT1odgXFwzc2NiwYPn09FSFQkHpdFrtdlvz8/Oan583f9nf368bN27o7OxML7/8st1ftVo1sHNqakq/+qu/anWkmUxGU1NTSiQSVhvrMtAuU8DMH9hr7peA32U3OQcw/ktLS7p//778fr91miVuoxEMQCrqG+yfz+dTKpVSoVCw8wfIha8fGhqyNcWekFRQErC4uGhz5fC9MGVTU1NKJpOWyEvnNTgkzawNf+dKDolTSU4ODw9Nlnl4eGggHOUcxDAjIyNWV4ON+ZM/+ZNPPds/d8nMt7/97QuF/pJULpf1d//u39Xdu3cv/B0StB93kagwKAxkZHJyUtVqVaVSyXpgk7k/efJEi4uLmpyc1PXr19Xf369sNmvyo7OzM42MjJiEgCntbjA0NjYmSbaBJFnnNJBOEAuCUgLAwcFBawWNVC0cDlsCQvvH0dFRhcNhlctlFYtF1Wo1awwAfU1g6vF4rLiQ7NwNEnC4OGi6GrloLwkD0ikK1+n6g4SJVqytVkupVEr9/f366KOP9Pz5c7399tt688035fF4jA6lyJ1CRFeu1u12DYVIJBJqtVrK5XJWONput5XP51UqlTQ3N2dBzPj4+IX6A2o3OIzU5oAYIP3y+XxKJBKan5+3xID3iUajWl5etgCUYkWaNBSLRU1OTsrj8SidTmtvb89odhAZ9gpdXZBcpVIp26cEUvv7+1bkmEgkLBDFKZ2enl6YK4GRbTab1hABuQGoyvT0tPL5vHZ3d1Uul41hK5VKJhfDKQ8ODmpzc9O64tByG9kW8kn2DKwiqJJ03uYZ1AlZ5HvvvaenT58qGo2qWq0qGo1ah5PP0qLx0y6v16vh4WH19/cbwkmi7yKN7F3+vq+vz4ad8npJlgQTSEoXZ3JI56i3KylibXAWOzs79p5c1LTRuQd5LGcSmwK67ga4BIEEvjgfgnguvv/lAlDkmSRGBPywGNgIJLY4bxIkvjPF0rALrCeshdfrNUkEe9hFnl3k3v3he7m1dwRWruwEtBSH7kqbLgcnrjTr8mt5fi7yyn5x5YPuPuN5w0ohJz47O9PQ0JDVSrifS3DiJg9uYsMaufIut87lMjvjJkvYODehc5MRV0J2OSHiT56LKyXjtS6L4z4fd00BsWApXSRXkskS3W5+biL3eS7s4/j4uLrdrsmT6/W6ycZA2S/LaaLRqNX3UdNGQI1UfXJy0oq9q9Wqvv3tb2t6elpvvfWW1QcgH37+/Lm8Xq+1ZCbZozaGjk4AAYlEwiTEnDueE6ypW8NB/eH4+Lju3Lmjra0tFYtFmwNGzYwrs4WFdu1soVDQ9va2UqmUMQuXwRvsPiAhTWMAHAFBsC3I7kqlkn0/ErijoyM9fvxYR0dH1pIYdcbR0ZENDafGJ5vNWvfTVqtl56xarapSqSgej+vGjRsaHx/XSy+9ZH4XfxuNRnXr1i09ffpU29vbJq/HV9KMwO0cyPqjLCG4d2sYAYOk89k8LtNFp7xUKmUSQ84eQTw2mBgPf0RjDKTXKGroRMpakzxxXmnAtLGxod3dXQOiSNZgxx48eKCpqSl9/etfl8/nu/A8Uegg32UPuCAb70MMS3LjdjSk6y2KFPaJz+cz+eaLFy8UDAZNzfKTrs+UzPzBH/yBFe/8OAMhnWtj/+RP/uRCYvFFXgsLC/q93/s9+/+PPvpIv/M7v6NvfOMb+v3f/337+3v37ul3fud3fuJ7Qcfm83lJ0tLSkskdaMt7cnKiv/zLv1S5XNbi4qJp2Ofm5jQxMXGBPkenCOUrnQ/lQ/PPZq3X69rZ2bmA9F422OhBaUBQrVZtGj2tE9k84+PjhiYShLkFvCRg+XzeWBLqBqAkmXdTKpXs0AUCASWTSXNUH3zwgbxer+neCRKazabm5+eVyWT0/vvva2dnxwoiKfDb2dnR0NCQyQUwgPl8XhMTE7py5YolLxQu0+0DDSXGlADM7/crHo/bwCb6p/PesVhMhUJB6+vrWl5e1o0bN4zZQONaqVSM/scQuMHUwsKCtre3lc/nbdhXMBg0o05iADoeDoeVTCb15MkTPX/+XM+ePTOEYmBgQGtra5YIwkyRpIF+w+CQ+CI3IzhKJBLWktqtnQK1A3nEmNLykM5qLpWP4xoZGdGNGzfk8/mUy+UM6UOTSwIXjUaNuUCfjdacei8Yp3A4bNOVWVuS5dHRUeVyOW1ubmpyctICi76+Ps3OzqrT6Zgxo3jzcrD/s1wE+QTEJBecYf7k7zHSfGcSCbedMZdLv7uSGp6DG/C1Wr1OdJlMRrVa7a/VKEg921qpVGwQq3SeSJFgYCtcRB5HSrLjyuD4bLdug/PEPZPMSOf1KKwbBcicYZqXsJc4nwSz7E8YVZwhQZCbFIJougXqbnMF1tAN2kkIAQRoR+71ehWLxWxIHxp2tyuRK2fj+XW7XUvescE4YZ4RwfrlH56FKxPj3BPYEYRw7zwfrsvyMffzLgf3bsLivh7b5b6OxI2AjGTksryP17Aebgte9wyhaiCZJDEh6eJ8uf6NP0GzCbQIprh3zp8rTfsikhkSKeRD8XjcupkhceFs4K9hbGEkotGoqTH6+s6HOpL0ptNpYx1hz4eGhqyW8+zsTA8ePNDm5qZu3bplihAa/xDI7e7uamdnx4JvWB7OApPrQ6GQKpWK7Wv8CIzu3t6eNjY2NDs7a+cTkBQZEWuPH+MZj4yMWF3wq6++quHhYeVyOZNnn56eKhwOa2hoSPF43Oo+SFLOzs4Ui8XsedO+F7UD8rX+/n4DMDOZjF68eKFbt26Z5M2t8QJ8jUajarVa1pyBZ8a+5bx5PB5NTU2ZGgYJGfuyXq+bpCyZTGp6elrdbtcA4JGREY2Pj9uZcJvFXG4AA1iBnXXPC2cMpopuuqlUSpFIxM4MNgqQQerZRgBn1964QARMIYCn1BvRQAwIiEcSggrk9PTUJP2UK+zt7VksNzc3Z/EKF+uLTcQuuqzc1taW1ULRPAZAEMkjgzJhtFEYIS988OCBsZ+fdn2mZGZhYUF/7+/9vc/yUkm60FXsi74WFhZ07949/S//y/8iqRek07HsH//jf6x/8k/+iRYWFiTpx3Yyk2RZKu1la7WaEomEOfxgMGjUHfM3CLLm5+eNoqxUKvL5et3FWq2WdS8D8e/rO5/2WyqVNDo6akE02nimvoJwMxcmlUpJkiVXBPRsmHq9bqgFtSJsforM6dtO5wzWptVqWU956Vy2QDEb74tD8nh6dRozMzNKJpOGTtGyFg3u7OysSYby+bxGR0dVKpWUzWaVTCaNJYJFyefzGhoa0q/8yq/YgWb9MbzIpwigSHZOT081Ojqq2dlZZTIZc0SsZzqdtgnki4uLWlhYsCSEdpMej8cK6V2ZATppZAVMHmatJFmnEiQnriSu2Wxakd13v/tdffDBB8pms7p27ZpJb0gKoGhJlEmgpqamlMlk9OGHH1p//E7nvLVvJBIxdoWgKBgMWuc5nFWj0dD8/LwhPKDrrKtbxBwIBKx1tCTF43Gj7KHH+f2ZmRmtrq4a01epVGzP0vab5I7kplqtKpvNqtVqaWlpSZ1OR8+fP7+g8+beZ2ZmbI0IZiig/jwXCZ8LwrhyMUnGdvD37A1kmDhXGBxXtuSyMq7MjHPL/qrX6zbbgjqvH8U84Tx5T7eOw5UyIakiGHSDP843siFYEakX4GGzeX8u974JFihqBll062uQaiAXaLVaxmLgiElkKBbGCbOO7GeCSByiyz7BMrgsD2wsaDVJCKAOz8oN9N3nReDK+tHhjL3AOsM8YhtZ38vBPmg0NUZDQ0M2oNPdV5w/9+J5uUkXa3M5qCdI+nF/urJcklyXXeFPEnr3uxKguQkJyQrPCdtweno+YJGz4EofuSfem73nXuxxGG8SBM7A5714ttynz9dr6vLixQtdvXrVZHDj4+OKx+PGQF5mXEm6YWcIyvB1h4eHikajunPnjvr7+7Wzs2NgSKPR0A9/+EPV63VNTU0pFovZdxwcHFQikdD29rYymYw9c6RZqVTKpJTuetM5iwQTUIaZLe+8845u3rypgYEBGx5NwxWCaD4fCRjPGyCr0WhcsG10rvR4PPrN3/xNraysWI1pPp/X8PDwhUJzfhqNhrLZrJ48eaLx8XG1223rxomkbX5+XuPj4xfYTZhpEhbkSzTVqVarFuTXajVTsPj9fpOJI+dGLQNgw/nn+c/OzqpYLGpnZ0dbW1vqdDrWmtqVkgJ4cFb5O2ICl7V1gQjun3iSuBBWjTV22X33rLhAFHVDqHRcaS9gNfEJSRYlCUjRkBgCor766quq1WrWuZRBpfgBgAj2G/af508Hu5mZGVMHES/Svp/EnqZNUi93ODs7s8Q9kUhY8vVp12dKZj4tkfln/+yfmb71s7z+814/Lkn5xje+YTNnPu3y+XymzfT5fHrppZcudNUhYAFN4fCOjo6alAopGm0dBwYGtL+/r1gsZqwEGTgdVMhmt7a2lM/nTRsJxTs1NaWzszPdvn3bkAk2WLfba38MMyLJWBOQU2Qw0JgjIyOan5+3lnkjIyOq1WrGppydnVkvc65oNKqpqSlNT08rm81agRiyIPrA48z39/dNDz46Oqo7d+4YqkFfeA4lnX5IgtrttiVOHBLQZFr1wThJMm0yBfwgJvF4XOPj46aFbTabunv3rmKxmO7cuaN4PG7duOr1utLptHWH8/v99pxhUECOKPLc39+/gFi7Rp1Wz7A9oHahUEgrKysKBAL61//6X+u9997T9va23njjDa2srGhsbEyxWMwKl6mvgh0kCQbtcZMdnlN/f785epwlwUCj0bCEEqdE0askCwYpaAZhxWiBYJLU1ut1FQoFC1R9Pp/u3Lmj1dVV0z0TJNNasd1uW00YdWMEb4VCQaFQSP/5f/6fW6MI6nLQZ4MAY+AuS6Q+z8W54RxI5+iqGxByv6D1SB6k8yJmgkH39wgUL7OtoPw4XpzUj/puHo/nQh0eiRjBFZp1pIowfO6UbpwpTDP7FDaPoJv/dtFB6Rytd2VXFLOzLkjUcGgkX6wv+8sN+nkvEgxqBTljBHEkjjjoy/IO1nB4eNg6RXHvnCGQfwKMH4XyX2ZYQMRhefhsfvi+bpLAuiGZYj/Rlt1tyIFcj2YtPCOXJXJlcARLPH/3c9394u47nikyIoKRy0m2a3sJbF0WypX2cW/uZ5Kkuq/nde7+c+uq2Jtc1H8g7+Xvut2uzTX6vNfp6akpDwCnqF+k1gp5FuCNy3C534HgmuJqwMGXXnrJBlzSMIhAslKpaHV1VYeHh3rzzTeNeceOU89w7949bW1tWecuFAv4Zr/fr42NDUPTqZujOxQ+gzNVr9f14MEDq1Hc39/X7OysDfcmqHRZTUlmy5mLt7KyYvYLtBxJ1tramn3W/v6+bty4YV0pSRqYd3Z6eqqFhQXFYjELdEmCZ2ZmdOXKlQuznEgcuT9YL1deivRqcHDQpHEkO+Fw2NiL8fFxA31gEVzlhMfTq+fCX1FuQHLo7nFeS/MAmjEg83ITfs4MoCEAB3ueTnv46v7+fuv8CtDCeSNpIsl0G/W4bDzAEsnPycmJXrx4oe3tbZ2dnenKlSvGvMG88/soUPCTsIGSLB7lByCQdtDECO122wbDk5RQopDJZLSwsKBQKKTd3d2/ZiOHh4e1srJiNdCfdv1MkcHf//t/X3/6p3+qsbExfeMb39Dv/M7v6MMPP7Rk5ufh4uFC9dGXG0fKZqQ2wO/vdfsKhULGGlDU1un0iuTooY7UDMYCpw4C2Wr12iIyH4UiaTcYojvF0dGRYrGYBf7NZlPvvfeeDRTCUILYj42N2WYZHh7WrVu3jNar1WpGX56cnCgej2tubs4SHJzG2NiYdfrAyB8fHyuRSNgGl3pNE/he2WzW2klD19+7d0/Pnz+3OolUKmXdUGhtSGEuLAFJDlOUSRL4riC0/f39VlCJHI5Ep1Kp6ODgQOvr6ybVQh8LIg4tTqAOqo0+NJfLWdACe7O3t2ftN2dmZsygQK0jm5F6DRgYXOXz+XTt2jWtra1pcHBQS0tLNlwViUF/f7/29vYUj8clnRt9v9+vVCplBo4ghGAaw85eGxrqTTre3d01BwGtDSJ/eHhoiQ1GEiNOUkT7UZAngirkjBhxnh37kGAKqRFIPZLMQCCg8fFxkwew3xKJhAW+5XJZY2NjFnhSG4Te9/NertTJ7eQFOu6iaG6whxTEHeSFbIzXukE/QdDlOgfQ/W63q6Gh3gT6w8NDq02CnaG+a2JiwmpdXLkaZ4aAlgDflb2yX9znQjBCgoCtQ1aHUydh5fu5NUUgwnwv6dzJYqtwQm7Bu7uuOGkcIkkK+58kCDSVwJbXwbrwfUOhkAXrfr/fnOrR0ZEGBwd1eHhoUjacvpu8wDi4/z86OmpBK/6Bc+6+1pVpsQaujhwmleCLYIZAlOSL9XLX/TKDdLkehmfrSscuyxtdqRnv476Oi8+9vHcv72c3eXMBCl7P2oKAA7ZxPlyk3mWLCAi5B7pkXV6jn/VyE8G9vT09e/ZMe3t72t3d1ZUrV6yzZLfbVT6fN7/qMkqcOdcGkKDynNgn2AsSJ2IN9ig1C9J5QrO2tqZyuayJiYkLQSJKA5JKpO/MFqOuDtknCf7MzIxeeeUVPXv2TBsbG3bfGxsbkmS1OJIuFHe7YAXsxzvvvKN2u63R0VFrENDf329SeFQBQ0NDpnSB/cen1et1dbtdk6UhoSLpTiaTVo+MLca2ucyAy6S6NSK7u7taW1tTMBjU3Nyc1ea49opBjZxNGBwApcuMG/aZuMqVT/JaEi9Y8cvnludG7OmqYnjGbrMIbDC/4yb+nHlJ1jIa34kNqFQqev78+QXViCTzZycnJzZiA1tE6QFS0P7+flUqFZ2dndlanJ6e2vPi/4k9XOlou93W5uamCoWCTk9P9dJLL1mCWq1W9ezZM3m9XmsA4PV6VSwWrf4adpy67k+7fqZk5o033tA/+kf/SLVaTd/+9rf1h3/4h7pz587P8lb/n10YS3fwE919pPNCz2azN68E1M/n82lvb0+xWMwCABiC0dHRC45TOm8yQGDg0vTlclnZbFbBYNDmfrgbDwkGcoxms6loNGpdoprNpnWIQkoUjUZNJgRNCQrM73k8HhWLRe3t7V2g8MrlsiU7TJotFApqtVqanJy0WqDh4WFjMj7++GM7WLR+lnrB/OLiohV3E8QGg0GTomGMCHoIuqGhX7x4YUgUFG+n05u2Ozg4qImJCXN0khSLxUyWRGejhw8f6stf/rLVfHm9Xi0uLlp7SbTszEmhAxta3kqlomw2a0ERz5XAttvtWptiF5lBzkbSS/eSiYkJTUxM2BBQDuzS0pJCoZAajYa1cWW4VTweN4TeNZh013N176CakUjEWoiC6hMQE5iRUOCEkef4/X5rHkHhHY6N/v+gsLTExsng1DudjnK5nHXICwQCNrNgaWnJ9iWSPNfwr6ysXNBzdzod68r1WYzap10kEwR2OEIcFKg0jhRplhuoufeBQ+PfOOfSxUDUDSxJ3GArY7GYDg4O5PV6DVgYHBxULBbT2NiY1RsR6JI4cn48Ho8lnYAxsMsESTx3bAdnjsCMZ0ugTf0W34EzwHdFIst60j6TQP5ycSjn1JU/uTUyzBuiOBmGh4QahsVNZAgsYc0kXXierDW2ha6R7Hc3EXXRd54/a0fQA+OCBI7AlUDjMovCmSRpRZJFF0r2Eq8nybicVPCeMESg0m7iir1nj8COXWYG3c9xEyE+6zLzw2eTWPDD7wGGkGi6Cdfp6al1CiQIBEBwGUbWjToU9gnPkYDw814EYcfHx3ry5IlKpZJSqZS+/OUv67XXXjNEvK+vT8+ePdPR0ZHm5uYMwHNVEDwjvg/BJP5ramrK5MkjIyM2W4lAbX9/30BQfEE6nbZ29cvLy0omkzaGAGUBncNarZax59iI2dlZjY2NaWdnRzs7OxdaiK+srNi0eVh2YoxoNGrz5ThX7Xb7gg365JNP9L3vfU9Xr141JohaXpoTHRwcKJPJaHV11QZiwsoWi0Vr+w8IOD09rVgspkqlYiqNubk5a2nNWXPrVKjTdZNb5ugxj40zhm10i8hhKrD9/J2797Fffn+vaQ1qEKTTnF3UDzTzuPz+0kV/cTkJPjs7s1iDPe+ywa4tYA+4tbCNRkPFYlHBYNAARl67ubmp3d1dRaNR69za19dnLcNduZx7zjjfxKH4C+wftgZ/RAMbhqdvb2+rUqloe3vbOvmmUiktLCyYrabjKqqbwcFB81/RaFTxeNzWGcD5067PnMz8wR/8gb75zW/qV3/1V+3BhEIh/Z2/83f0d/7O3/msb/P/m6ter+t//p//Z926dUtf+cpXbMgkG8KVn9y6dcuQRqg2Wia7xXIE7t1u1zpZkbHScapWq6nT6XXzePr0qQYHBzU9PW30HFk+bA6ZLwjW5OSkVlZWLLA9OzvTO++8o+HhYV29elWLi4u6deuWaWwpzsbx1Go15XI5Y2rOzs50//592+DUrZyeniqXy2l7e1tvvfWW5ubm7OB1u11NTU2ZVA92CVSHGQoej8dmoIBUUcA4Pz8vqXe40+m0dYOhdZ/X6zUjina2+lfT5jFkpVLJgjakP9RtdLtdo+jHx8eVSCTs9TMzM2ZQWGcO9MHBgcrlsuleO52OMpmMJbTcbywWswGVFG12u12jtT0ejxqNhvb29oxypWsN/flJpnGI7XZv4Cg1FM1m0zq+IbHCqSIThEFz2Zl6vW7PEBQK5EiSFWESIBCI4CxgF0HiE4mEtb6FxYJCprAapiOZTKqvr8+eY6lUUiQSUX9/r3c/iDuU8uzsrPb39y1wgDFizg7a+RcvXuju3bsGNnyeq1wu63/8H/9HvfHGG3rjjTcuBIwEZPxgYN1/5yxxPkl6XOmNK80B7cNZSOeMD+87ODhoSSu1YawRsk6SWJJTUFvYDDcwhL3gtZIsSCEB4fnzXm5HHvYMe5n9ebmuAikDMlT3NQQg7hqyFkhdCEzYv3xv2B8CC+QgsEo0DiAhxbnCLKElp6aHZAv7i9122SueEc8EaQXO+3JAzxniHt2A25WUEPhRFwcghF1mPQk6SbLcz3ElZ+734fWsIQwG7BhyQL6TW9flPn+CGbeui+dLwuQm0K7khX8D3XYlSgSi7C32Axef6f49CRH7+S/+4i/03e9+V8Vi8ac/7Jeu09NT/dmf/ZkWFxet9X4gELC6P4roo9GodftEIcA9cV+sGfUSyIIYCNjf3694PG5rDivebPZGGayurtrzAeVGMpRKpUw5wPBXunUVCgWbg4ckC+aHBiwvXrzQkydPNDk5qVqtZkm3x+PRxMSEAVKubYKlpcuZWyuI7UF5ASCIuqTZbFodD7+/tbWltbU1qwUGQMIXMc+kXC6brYdFoZ4FMIDLlce7cm83IGc4Y6PR0LNnz0xODnPAGXUBPp/PZ7aFbmywU5JMReE2oUHmRbIZCAQu2Hz3XHBuORPSOZjCdwyHw5qenrbifIrx2RsAPCQEZ2dnWl1d1dbW1oUyCem8mQ+NYwBBaUBCjMY9UG+IzUJZQQ13NpuV1+vV5OSkTk9PtbW1pUAgoLOzM+3u7tra1ut1PX36VFtbW7p165bm5+et5TSsDeA1REKn07EEiFgBufAHH3ygP//zPzcQ+SddnzmZ+eijj1SpVGzGyx/90R/p93//9/X6669b67qfpysUCuk/+U/+kwu9tQOBgHZ2dhSPxy0RoJ0hkqGjoyN1Op0LNSvSuVHHOROcu/p1MmpYiWvXrpmOEeqWNtGSzNjiaCORiN3nrVu3lEqlVC6Xtbu7awX2T548UX9/v5LJpLUyTCaTZij29/eVzWatEKtWq6leryubzermzZuamprS6emp9vb2dPfuXaVSKWNvQEMxIpOTk9bVLZvNWsvgYrGoo6MjBYNBZbNZZTIZ9ff326BEjNXwcG+6MUOUaIMM40HwXSgUzPkPDAxYHQ26Z9BkFxEJh8N67bXXtLe3ZwiL2wpZOpcTnZyc2KRZDBpINUEryVMgELAObNPT0xbwxGIxKwxGVsNsCRw8BXoMvAI1LxQKhk64Rh1pDt+7XC5rdHTUGg9QQwBa4sobTk9PFYvFtLW1ZXpUNxDFoJHMUNvSbPY6luXzeWswgUPL5XLWqpIBplNTU9aYwpVQIFPb3t7W0dGRnZ/Z2Vn7TpLseyKbwEFK0vPnz5VMJrW0tKS33npLs7Oz+t/+t//tCzn7v/d7v2cOh4CNwBW2lYvA1EWucQKuVAZ6XpIlBTgxFx13ay9cqRDOwe38g8yKZBp0jM93pWXIcrhPd9YLe4KkhHuGYeD7IXfl/fnuABWg/Zwd9rYrR/pRQR8Ontdii5B/wNK47AJ72kVmCaRduYl0jn4SMLNuJFiwgLye9SIAcAEX93m7EkRXRsVzdGtCCP5Zc7fmhCCZxGB4eNi08gSR/Lj3KF1kEqkl4jN5f9aMveEmnLCl7Fc3SWG93cCc7+6yW+4eufw6VxLG52JLXLYQRsSVxLVavYYtJN48a5Dvvr4+/cqv/Iq+/OUv6x/8g3/wsxz3C5ff79dv/uZv6vDwUNvb22aTXRkkrPDExIQFkExVp/On28DABTvC4bC+853vaHV11dg42BjO18jIiMmjs9mszWSrVqva3NzU6empZmdnbVo69pB9USqVtL6+rmw2q3g8rkQioWq1qkwmY8wpiR/JD3sc9UEqlVI4HNb+/r41H3GDcbeOkERhYGDAErWVlRXzq7A6AFtnZ2cKBAJ6+vSpQqGQbt68aWoMnvXh4aGy2aytKbaGs8J3dX0Fe6rVal3oSOieX4YIh0Ihk+t5PJ4LihmST9cmu2xDf3+/gYkej0e1Wk2Dg70h3CgWsCWUFLhBuiQDVXhuAF/EFwA1AMquv2CERSKR0NTUlMUg1DqSsEi9Wqr5+XnF43GzmZxnGP9arWb+mVpYzi52zefzGchFYt7pdC50pD06OtLz589VLpcVCoUsdmRUQzwetxKM6elpvfzyyyYZ5U/8JIkNSSRqH+qzksmk/H6/7ty5o6WlJf3Tf/pPP/1sf1Yj8C/+xb+wwmHkZX/yJ3+i3/3d35XH49Fv//Zv6x/+w3/4Wd/u//ML5+7z+WygZDKZtFkefr/fipaTyaQymYyuXbtmVJ+ruyYZ4hCjP3SRZRKd4+NjG94I/Xp8fHzBoc3Pz1uQTkaL1Gx7e1s+n08jIyOKxWKamJhQLpdTtVrVwsKCNSXI5/NWWJVKpXT16lUbaEkXDSRhX/nKV/TBBx/onXfe0erqql555RV5vV5NTU0pHo+b8aFwbHJyUp1OR5OTk4rFYtb5TZLNYOh2uyoWi6rX6+YIaOWL9nRwcFDVatW0vo1GQ9vb2xbwU8SOo6PjEozP+Pi4HUQ0nqAPgUBAS0tLOjo6skQPbW86ndbk5KQhmgRAJB8kJK6OF2M7MjKi2dlZ0wbzzKiDAiHL5XLGBBFUjY2NWbEdTpOGBDAqg4ODRrOCEEmyts8EB2dnZ+aMYBO8Xq+1mQbJoIYKRAZ9Ksb14ODAarlg12ACqfsCPYSqdyWaFGTi3JHUwQiVSiWT2ZRKJXk8HiUSCTO6SPomJyfV19dnqBfyt+fPn+vo6EhTU1OmA/+8F8aa5+8mHG7Q5xYpX6494L8vI4Qu0u4GlJdrRGAXKMInQQqFQhc6IfKe6LdZS1gZ9Oiu1AVkjUYUnE0SACSJIMUuWzM6OqqpqSn7bq69JIFxJXOdTseSLhetx4GRNLuJhyTTaxMwYC/dxJy1dD8fOYi7zq4ckCDclV25hcKXOwW5CaCblPAa9/9d+ZT73u4aYwNpZOBe7rrxHDh7sCmutt1lZlhr1tgdKMz3JREn0HNfj4zMTTQJCvmu0nlihByVZAi740rAuFyJHg0u3Ho01o/n59ps9gHglrtPXPbcZTU/z9VoNPTd737X2PZ4PG4dTfmOMJFxle/3AAEAAElEQVScuY8++kitVkvT09P2rFhT1hNmzuPpzaMpFApWi+rKxmGx+/v7de3aNT18+FC5XE5DQ73p7HQ9Q2LJOhDo+3w+zczM6M0339T3v/99ra6uKh6PK5fL2bBL5npQ+8r7EGu0Wr1RAsQW7DFqSnneuVxOoVDIWMx8Pq+zszNLphKJhMUJk5OTNuTx+PhYExMTevDgga5cuWKto9k3gL18DsNC6U6GP3bPO/aO7+GqKdzgnrM3NjZmQFoikVA0GrXzQLIKyMG5RIZKx7eDgwMbLeAG3dTzHhwc2OBo7DVSa5dNdc8udgifgEyYpBa2B5mfm7zAsJAo+Xy9kRwAjC77DRiFr3O/N6MpeNYwUCg7sE3s7UgkouXlZW1tbenp06eWbPv9fiUSCYXDYfNRpVJJkvSlL33JAF4AV2ws36Xb7RpQgBwNRUilUrE5gJd9x4+7PnMyQyLDf7vyslqtZsVkPy8XhwjUc3x8XOPj44rFYla3gCM4OTmxNp1er9dqLajRICnhPd3gBvoN+Q4PhsPYbrc1PT1tQXAikdDs7KwlMsxYkWQzPkBqoD5/4zd+Q6Ojozo76/WvRxP74MED1Wo1pdNpCyLpJkYbZ1AFZG7Pnz9XNBrVl7/8ZZNoIKfAUPT391s7SanXvrdarVphX39/vzY2NqxYPh6PK5VKKRQK2ZyWQCCgTCajw8NDhcNh6+h1eHgor9drWb50jpoQ/AQCAc3OzlqATJFpKpWy4Ons7EypVEp7e3um6RwaGrIudNSV4HTDfzUh+eDgQBMTEyb/om0gCBvMVF9fn2mS+/r6LLigmxTBicfTq60BkcQRusM/Ka4EJYQRIlBym0eAFIE2VSoV0/NiPEmsXdaKBEqSJX44CyYXdzodqwtCauGiZDhs9rtbFwHDxXeCsQwGg9b0gY56DMJ0DS1dANHgBoNBvf766yoWizo8PLTi1y8qmSEAJ/HiuRIog0xhgF0Zkhvc4aDcIBDGzXW0biErv8/ZcvcFjoREhySaRJoAxQ24+vr6LICEqeFPbJikC7IH9jLd8mB+eP6wZW4SxuWyEAA7BNAkFK48C90+Z8Xj8ZjTY+gd9sOtLSS4JekmQHcTFtgDGCdYDxIXgnjum+cFWOUG9DwXZByssyt1g+EhqXQRU/Ymsj+SMgIb9zkTCOOs+bnMqLgsmvs+JEtu8EKgw5pIF7ubsQ7ue5L88L7sYfY6n+uuzeXgwmX9eA6ufIxn5iKzvCfnzn2tK/W8LJX8vBfyJuotkfzBzHu9vU6bsPCbm5u6d++etre39frrr9s5abfb1kmT9QdpTyQSOj4+1szMjIaHhy+wq6znwMCAJiYm9OLFC+VyOe3v7yufz9tMr0wmY8oDt+4FBiASiejatWs6OjrSgwcPjEEPh8MmI+MZcF48Ho/VuNRqNZsPQw0QzxywtF6vm51BNn3jxg1JvQ5wKEeuX79uYAasWjAY1NWrV7WysnIhkCVQ3d7etr2KAoCzxD6glgSJLb6D4BcwAOUIsihqVr1er63H1NSU1XXwGQMDAyZn4z1cu4QChH1D4gE7VCqVzJcgc3eZbzcZc5l/bBH2u9lsKp1OKxQKKRaL2evxUS7b4gJi2BFXsuzxeC6oMFzfha/hu7jnDVCE5+/6oUajof7+fo2Njens7EzRaNRUNdhntxU1zI+bhMKuYRexA9iyoaEhW6t6va7t7W1NTU1Z3OWCRT/u+kzJTK1W0x//8R/rt3/7tzU3N/fX/j0UCumVV175LG/1/5sLx57L5TQ7O3uBZmaoIyj/4eGhMQVsGNiIarWqZDJprEgmk1EsFrP3xzFB2yKvAAkFDY3H49YxLBgMWlBLAMgPrQ7ZQD6fTxMTE4YOjIyMaGdnR+l0Wt1uV3fv3lWz2bT78ng89tkDAwOmJf31X/91TU9Pa3Nz0wrPx8bGzBDt7+/L5/NZK2j04wz1ajabFwrmM5mMFR1Ho1EtLCzYZHuoXoYhTk1NaW1tTdvb21aUiBSLg00P/b6+3qwfCuz5LjAZDPPa3983lqtYLGpzc/NCEOnxeFStVg0JRzaI4XOlUo1Gw+QozKihIxsaZ4o6x8fHNTQ0ZAkFRisYDKper1uS3Gw2NT09bV1hqJuiyJne7tQB4WBarZaePHmi0dFRZTIZY6HQtEYiEVWrVZuN5EptKLp0DRxOL5fLGfWNPhuEa3R01Np9npycGCOEkyUgAkmiQ1MsFrOmEV6vV2NjYxbgkvhvbGxobW3NEEBqy2iqwaTura0tkxp93gtk0EVZ3WARpNqtjZHO0SSXtSAIcOU7OAN+YEGQ8FEbx3u5AYcrm8KRusgvAQgJGO+PVBCmhu/C57gBrKvbhplwZyO4siZXTsO9kGCRuLmOEKTzcnLHXqI2BwkOyTp2KZfLWT0WiQZzEtzngkN22ROCZvYjtT9ufRjPmm5krryJM0sxLwgx64XtcJNE9jwyFi4QT9aGz2P/AVbgZ1zJIyAX7+PWb7kskVvTwPq4yS/fm+/hBlXcOwmIm4Be3tecOxJs/I7779QwufVRLjPj7jE3wcNHuBJZPg8mESDnswQ0n+WanZ3Vm2++aQj4gwcPdPfuXS0tLVn9zIsXLxQKhUyv7/F49Pjx4ws1nJJMUYGaw613Gx8fN3kZZ0uS1X4NDQ1pYmJC6XRafX19ikajxpbs7+/r/v371krYlbPjGyKRiPb39637o1sjhlQdGRP+mo56W1tbqlQqmp2dNZtCPNJqnQ/6pGEGqhJJ2t3d1dTUlIaHh60uplarqdFo2P7BlsPcDw4OGgOHtC0Wi6ler2t1ddViDc4mtoxki8YKsCdnZ2fa29vT+Pi4xWWoPwjCeU9sACATjDVArgvQ8XyCwaBGR0ctcQIQlM5Z0WKxqGKxqPHxcfX391vgDzDozgzjzMJ4cKalXn0Lc+9g53nWAwMDFtADVrlnltqZs7MzNRoNAzGxASQtrm2RZPdH0iLJ/K4LiGAbc7mctra21NfXp8XFRbsXYhJA4k6no1AoZGwN/gCbAvgG8OTKfKnlZmimq4j4LNdnSmZCoZD+3t/7e/qTP/kTbWxs6I033tBv/dZvfeYP+f/j5fX2pqGiSaTLF7IeEAM0nqurq7p27ZpOT09VqVRMCkIb4MHBQY2NjVkrQNd5gCw2Gg09evTIOoBR4Cf1DASJCoYHfW2329Xu7q6q1aodXoIEaGQOKzNbrl+/rr/1t/6Wtra2tL29rd3dXWNBQCYnJydtcBZOmuSCFnkgVxii09PTC3rTWq2mzc1Nc3I7Ozs6Pj7W8PCwBda0c+ZQraysWOe02dlZTU9Pa3p6WqVSSZubm9rY2JDP15sdQ+0P2X0sFlMkErGDwgEcHR1VuVxWoVCwvvetVsta/u7v71vNTyAQULlc1vr6ut544w3T2IJoEBhJMnT4+PhY5XLZamBoWhAIBJRMJhWLxaxzDR3ZaJEJWuH1ek2yx/Nz9doMUOx0OrY36MxGsa8rCwMZRHOMkQ2FQtb9DWfLXib4JYDCsEjndRHUUp2enpr0x+frzRCiS1wikbBzdHp6at3Tms2m0d4gkLCMUk+GBhJHsH779m3r6U876oGBAWUyGXMUOJQvIqDBqHKOXGPvItRuXQFBJEkBbAxrSKDpBvKuLIlAg0BGkiUgoHmcZ4JSJGPBYNCkqqCRfD6JwuX5Quzher1ukgW3vkPShbqEcDiscDhsiCbBt4vaksARyHY6nQtBNJcri3LrN2AmkCdMTk4aAMHFOePvSTq5V2wj34FghICZC/vJ/naTt8uBtiSz0c1m0+Y5kaC7LBoBAs8bwIogged/GfHkc7kP/p16Fpc9caWIMBeuvM6VjHE2XPaJP92aGhIkElruleDVlY/xfPkc/mQ/uLIe1tatG3HPiKQLfoQ1dZNAN5lnn7lggYs8f97L4/FYUTQs9+rqqsrlsra2tkzzT2D51ltvmbx5f3/ffBmINGeDBG94eNjAH2TH7BcCYz43n8+bdHZpackATBJhzvnh4aG2trYsgYlGo+bPaNiDTJNzjzQMYII9PDQ0pKtXr8rr9Sqbzeq73/2ubt++rVQqZZIgpPCwqLwPgx3xLbQS/vDDD/X222+bPaM5BUXsrryyVCrp3r17ikajOj09tdk02EWkxoxHoPkN9hHmodPpWKt17huAh30zPDysVCplMdnBwcEFoMlNBKReYsoMGgDmfD6v3d1dk0G64NPIyIj29/dVKBRMPs4e4/vAAJHMuvYBG0sjkEKhoBs3bpjsEbAW1puzBjiJD+e11PFgE90z7DYVYS2ITfCD7XbbGuyQbIyMjKhcLuvFixd68eKFVlZWNDs7q3q9btJ9/CKjIEhkXBCJPYC/dO0efglAKRaLWZ0ytcew3T/p+qlkZgzDvH//vv7+3//78ng8+p3f+Z2fq/kyXBjmsbExYwm8Xq9yuZyxGLQHdruouJuaB7SxsaF6va4rV65YQICMB2dxfHysTCaj+/fva21tTQsLC0YjDg8Pa3193YZ4HhwcWCthpunu7u7K5/MZ9ctGAj3A0VKEl0qlrMaBzhSlUsl0ie6BAP3kvbPZrAV4GIlEImGGkQ5LyJFgIvL5vLW39vl8Rh13u12jpVutlt0b/c0HBnqTjZeXl/Xee+9pb29PMzMz9t4E1y56AsMFA3N6eqpCoXCBYQBlGB0d1cLCgnWYAyFEUjM1NWWtMw8ODsz4k2hK552N4vG4ms2mqtWq9vf37TCjXYV5Ojg4UL1et4CsXC7r8PDQBkKCQBIIIzsgwCDxwkHw+6B0GAiGmY2MjFhnFVgeAnO6GRHkUuiJAZJ6xfbQ85JsbxKU4IRLpZLOzs4Uj8cvzEsYGRnRlStXVCwW7Vy4s1Fwshgl2B8SRZIYWlxjEDF6NBr4Ii80u7CePGNACJdxcAM1kEZX8iRdnDUindd5IJ+g6xeBKcbcRU5dlJ1AmUG1sLSsi/v5ruxCksmeCAy4fwJg7g92jTo1V7POe+MAkWe4sixXNotNxGa4zAROi4vaM5J1ht51u12TvhFU0uEOx4yshwTf5/OZhI3Emz1J3Q52GJDDRToJxLFPnD1qwVzZCBfP0O1AxrPnPgnA3cSJ93IZM3cPuRItmHwALs4V+4vv5SZTbhLDmSM5v/zvXJe1/S6iyzN1kyyCeL6bmzRxDlx2DyYB2R6vh6XDpgeDQUPRXUbQren5vFe32zWkGxDmxo0bBqpJF+W0U1NT6nQ6xqgjk4aBR44MW1qtVtXX12eDqJERNhoNQ8673a5KpZI++eQTNZtNLS8va2Fhwdan0WhY1zAUArBUgFgnJyfa3d3VyMiIKpWKMdgEj5w7Amxig7OzMyUSCS0vL2t8fFy7u7va2dkxtgJ1CFI1kivsSX9/v0nASY5yuZwFoY1Gw+Kpw8NDYy4Ao1hThiNGo1GtrKxcUCOgIuBCog2oQxJyeHiovr6+C1IwQI9KpaJ0Oq3Dw0MDJjhTrAfni1iIGiniO2pZDw8PjTkZGxuztUQCCBs+NjamR48eGePgssU8BwAnmG2YiomJCUtwsSn8DjVFki7UbLuJPkkEiUKj0TAQiM9FpseQc9gh4ixk3Ox11igQCCiRSGh3d9dAVqR1u7u7qlQqGhwc1M7Oju0dusFhF7Fxbl0gawB7MzQ0ZEwe8Vsul9PHH398oSHPj7t+pjkzr7zyisnK/uW//Jf6v/6v/0vRaFS/+7u/+3PT2cx17oFAQO12W9/73vfMGa6vr6tUKimTyVhBP4yLy2aQYBwfHxv7MT8/b/3HT09PTQKFQ4NGTSaTCv/VsE7aK9LmEMqSGpXR0VFr/4vxJ5CkEBtZFGh9q9UyZmRsbEzpdFqVSkVTU1OSZIiP1+vV3bt3Da1ot9umz/f7/crn87p+/boVp8FkQSlGIhE7ODAmMBztdluPHz82poX6GkmamZkxA9Nut7W0tKSVlRWj/WEYoES73a6tKQkYaD3F8qCgDOcaHh7WwcGBlpeXdeXKFRt8CTVOUuj3+63oEXauWq2qWCwaNV0ul60N4+bmpo6OjnTjxg1NTU1ZbdPp6amtRSAQsBaGSGioy4JdIfikvXQwGLSGFCRX7twbj8ejmZkZQ+CRuvHMWQcaDiDNY++6gwypNSKAoiZpcHDQ6H234xIGzO1ERnBDwoSWHxSeBNpteTk5OWlBHAFMuVw23TEMIHsFY4tM6Ys4+yD/7twUAsXLAaB75ghuJdnzcOtD3NdfZmQIaPhMQA6KTnGCOH4ABdYexA8ngwwTQMRl2bBt3Au2goCfgFOSOTI6yXGOpXOUHefJPiIJZ04QAShJIXuBQNsNcFk7BsPRipzvQyLR399vyYfbNAOGqtFomETGrUsALACMAJQBZHA/B2TWleQBKLEnpPNBiCQWPFs+B7kEa8fzIVjirHg85x3oWP/LtSUEQTxLly1xUW5X2kjCfTkB4TvwDAgg+Cx3z7psEWtCcnqZxbqsuedeAcd43gRebmDDvfr9fjvTSArd5+zW33xR1+HhobWShTmq1+uqVCo2kR57z78TgI6OjurZs2cqFovWiRTb4fF4TBZM+1rWyU0KsLNIsvr6+jQzM2PoPGtIZ0NJJl0Doff7/YrH46YuYFYd7AyNZ1h/N5gH0IpEIgoGg7pz546t/fHxsX74wx8aGAvgwr2wr2GQzs7OrMsX+5BnNj4+rnK5rI8//tjkhFKPDX7rrbdszs/KyoolMyDxrBvdxwArxsbGFI1GTf6PvN1lnV1byzMhvnPPAoF9oVBQuVw2NQFS7JOTE1WrVQOh1tbWTPkiyRoAcT/tdlvVatWGVCLfcxUTkoyJIXkDhOl2eyMf+A5I+4h98OOAN5xt2s275QBI6HiGNCgpl8uqVCoG6IZCIRUKBT158sTin9u3b1vMCMs4MjKi+/fvK5/P23w+zvjm5qY+/PBDzc3N2f3R7IHn6TY64T6xtQCc1Exub2/bv21ubur4+Nhk6592/UzJjHvRCKBWq+mP/uiPVC6Xfy5kaAcHB/qzP/szvfzyy7p+/bpl50+ePNG1a9dsk6ORTaVSqtVqF+hCggg6eQQCAdNx1ut1ffzxxzbQqtVqKZPJWNOBq1evanx83Iw+xo4NQPAHwkhwDPIB4iOdI8Icep/PZ/NgCLD9fr9NsSchGBjodbBaXV3Vxx9/rJdffllvvvmmJU8M7Go2m9biEL0/jpvP3NvbU6PR0PDwsCYmJixwBn0hSCS44x5x0jiyxcVFpVIpra+v69/9u3+narVqLZBJCCjsS6VSmp+fN+RqZGTEsvm9vT1L2k5PT1UsFrWwsGCM0re+9S199NFHGhgYMJYMloIAc21tTZKM1SiVSjo4OLBiTYL909NTZbNZ3b5921oQcyE7y+VyNuPC1VfDYGBACTaQhMGKTE9PWzAGe0HiOzo6akgQCBbGiIDWZeBYe4wqhXzQ+LAz1L0QeKGxRTIinRdKFotFqzMgQQbpcWsavF6voZcEjhQOdrtdhUIhFYtFm76NFvyjjz7SBx988Jn6zX/aVSqV9N/+t/+t3nzzTd26dcsYMhAzgjg3GSCgwykTVLuSHDf5Yf8jQyW4JQB2wQ3qOwKBgNXJuUi0i9wjPeD3QewBQJDtsBeoVUBqwDPn4hyPjIzY5yOJJMB3pSYkM6B6JJ7IYRh+R6DssgQERATaBELIc2AzqaM5PDw0eSlInbsH2UN8H4I9pCiuDAMQxuv1GlPFGkqy7wHSyeeBImLrXMaCgBv2gYSKM8H7XU5MOp2OPUfuDXTSfb0r3XLZEZ4HSYEb8POnu394BiRiJDPuPncZSfdykytXNs09uvcA6EBizyA/V17I/fB+gGduHSeBOM/h3Xff1YcffmhB0ue5Op2O/t2/+3daWFjQjRs3FAgEtLi4qPX1dXsmoVDIgEO6YI2MjGhubk6lUknvvvuuNUfBF7ryIZKPWq2mVqt1YR2Ojo5MshOPx/Xqq6/aOAS3yxU2ETmeCypIPTDg2rVrymazmpiYsKC/r6/PQC6AK0BJpN4E6qDk/N74+Ljm5+e1vb2t5eVlYwhg2GHy/X7/hbqO0dFRlUolDQ0NmXwYtiGbzeq9996zQv6BgQGtr6+rXC5fAG1clhJACzsDOEjg79ZaAOK65xZ1RbPZm1mDP+P581l0JFtbWzOWmOYnBM/ULDGHiKYHkUjE6nhoCOTxePT222/b8Ejqd0hUOYcAVy64AhNDTSV2G+AG+wWQiH0kMYbxp11yLBYzBov5P+VyWT6fT7FYzGaaVatVPX361GwYjJk7/JyEJhaLGatDMhuNRvXGG2+o2+1qdnZW0WjUhqfj26mXhMXEh3LBCLbbbc3Pz1szq62tLauh/CzX505muEKhkP7r//q/liRtbm5+UW/7/9o1NDSk/+g/+o9Mf4nhomhscXHRKEQ67ICYkInzu1NTU8rn89rY2LAMeHBwUF/72tdM+uTz+SxAYyo6QRSdr5BwDQ0NWeIE2hkOh3X16lVVKhVLnCRZq2Och9/vt81AMsF905KPwVrxeNxQSwJmUCICCzpRFYtFk31Uq1XL+mlhyPtgKL3eXptgtKXS+WRcDlyz2bT2ykNDQ9apxG3BfHp6qufPnyscDv+1mQBHR0f65JNPzPh0Oh2tr6/bbCDQFrpkHR4eWiebK1eu6P3339e7776reDyuaDRqspWRkRFzDtVq1ahlqFzkidRBRaNRvfbaa9YSE+3yyMiI4vG4NjY2rFU2aDO0L5IGAkWcGggMNTLT09NWU5PP5yXJEhI00KD31OrAmBBIg9DU63XV63XbX6B2ki4EFqyzyypglElM0E0jdSgUCtYK22X6SEJYVyRQoEQ4ICQgOGK61bz11lt666239N//9//95z774XBY/9V/9V9dkF6QRCLhIhkAReK5uBIxECNXlgaSTTDMuuFsCfxhXcbGxi4gv24wyMX7E+y4BfxILDmDbmcoGBmSEwICzipoOa+BGcT5usmSJHu924iB7wlLU6lULnQS4zy7rydx7na7tgc57yQCoNJIQQAzOBsk/u12r3UoyRrfx9VnkzASqLsyKjdRhfXi/bFfFOWGQiFDnmEbCIxInFxJHggrgY7LXEmyxA2pMHuHZ879XWZQ+Lmc2FxOeNxEHB9H0u2CDNJFiZibyPManid2ijVzUXHWms/G77AGsHtunQ2MIVJF7BE2qdvt6vXXX9eXvvQl/Q//w//wuc/+6Oio/rP/7D+ze6S+AJkw3xtpNsk5gSc2tFgsWqJD90mAPgCAdrvXen9zc9PkYf39/Xr27JnJ0iORiDHnLuPlPgtsuVt71e32uv2RYAHSsS99Pp9JaLvdrg2g9nq92tvbs9cCKsD6jo2N6cGDB1pdXdXNmzctZrhcz+TWuVEHSVKBbDoSiejmzZs6OzvTJ598orfeekter1f1el25XM66hoLWk/wDGvCdAcVc+aG79/lMEiBYHe6Nhk5IeFnjWq2mFy9eaG9vTxMTE5awYS9GR0ftvprNpnWSbLV6DRIAArF5ExMT1o3MtUHuWZJ0oRbJ/Tu6u7711lvWrImEBFvCGTo8PDS/EgwGrVmCa2vdmk1iwWazqUKhoIcPH6rb7Zqa5cqVK4rH42Zvjo+P9eDBAw0ODuqVV17R3Nyc2cV3331XwWBQ0WhUz549s+fignCnp6cKBoNWYx6LxUy+hz3HHmazWaXTaY2OjpqMPp1O6+HDh7r9/5D3Z8Gxntd1P7x6wDw2ekY3GjNw5nPIc0iKEkUNlCxbZbuc2EnKSa5StnKXqlw4juN7x9NdUrZkOzepVP7lSHEcV8kVW6YsyZIlisOZJ8xDA42e0Y2xgR6+C/C38QCirWOSju0vbxWL5DlAD+/7PPvZe6211752TdeuXdOf/Mmf/NC9/b6LmWq1apKylZWVMy5nTHf/+3zBNnR1denu3bu6ePGiNXGzMZGAgcwjedrf39fAwIANikylUnZogNZg0Uxj7ebmpnp7e/WRj3xEoVDIkhBkH1TWwWDQkBgSPRJp+mg4KAiwDJ9Cw+t+hmw2a4klsrje3l4Fg0GjW69evapQKKSpqSlJJwG/1Wppc3PT7JhBGUAPKR7S6bTZA7uuI0jYQIUikYi6u7utMb5Wq6lSqVhDqKQzw9NGRkZ08eJFTUxMqL29XVNTU2fmVnR2durBgwd6++23NTIyYijFnTt31Gw2NT4+rkQiYa8fCATMcptAev36dVUqFX3ve99TKBSy3heKNxraOVRpPJ6ampLf71exWNT29rauX7+u559/3uRkFHT0h8A0BAIBm7tC3xEHiaQzFo8EpJWVFe3u7lpRub+/r83NTXv+FJ6gbCTY5XLZmCCGkgYCAXOFOzg4sHUjyZqy0cuCpri6Vvp/SGJarZP+hm984xu6ceOGUfIkSMVi0ebF5PN5K9iZ54NHP7KHvb09ra+v231jkFwul7O96A4me7+XyziwntkbPGMOVenskEv0z9DmHG78Pq9HYer2SrgONvSduAUG70/i56KN3G9em/Xo9ia4iDZJJewxUjWeNwcuh67rSge4wtphfbKXSEgpoPl+2KtjiOL2t0QiEft9Nzln7VE0wr64jB3xEIaQ5yfJfta9jzw77iefn3vLdyS2E394Rq5EjGJue3vbDmT3c0un0i+YPRI+krPOztPJ5tvb25aI7u7uKpfLnbGs5nIZF4okPiNAAu9PguMWnu6aQ7bh9i+RMLK2+B4uw+MyRDxHd1+4sju3sfp8zxVnHO/tFv2cbSSrbmHkFjSuzO2DXOxPJGIkx0hqJBkYhN0xiDjF9/DwsCW8rFtXTkkB8vDhQ2NKsLMtFAr2zClipdNRES4TyT6kEAZc4N9uAdHW1mZmN8Vi0aTPKAIGBgaMTaIgBX1HDipJIyMj+kf/6B9pZ2fHfg9wEiACVmBwcNDOlGKxqKOjozOjHmAxPvrRj+qP/uiPbBQCRhvValVra2sGNLj7JZvNmsTIbax3Cz0kuEhOs9ms7ftYLKZ6va5KpWIFIzN/6JWl7+XWrVtKJBIKBoPW18Q9dRlGhp9zDwFX8/m89Q3xXhQb7CM+F/vDNffweDw2bqJUKlnC7zKYrjW9JDMKYr5Me3u7yb9cSTlsOK91cHCgx48fa2trS7FYTM8995ytC/ps6LW+evWqhoaGNDY2ZmByNpvVO++8o8ePH6tUKsnr9erq1avq7++3NZlOp1WtVs3GG7MnzlxkvAB9yCRHR0ft87/xxhtqtVoGGn+oBgDu9Ru/8Rv6H//jf+jNN9+UdBL4/uAP/uDvvbTMvTwej+kqY7GYNf+hud7c3DTGg6RkcHBQrVZL5XJZqVTKquDj4xM7T3yxkUNtb2+rv7/fLAqnpqas8iQxI8E5Ojoy7To2yNVqVW1tberr6zvT9Anasr+/r9XVVXNYQfbAd1tdXdXe3p7C4bByuZzZ66ZSKfORr1Qq6u3tNbeyTCZjTccTExNGt0MRSlIwGLRk4ujoyChHgpzXezJIa35+Xu+8846Wlpb02muvmRsLttYE1Y6ODq2trWljY0NbW1taW1szytu18wSlkWRDMZvN5pnBf+Fw+MxnpFkRedPS0pIeP35szmNIa7BgzmazhrhR8DIcK5PJmNY0Go3a0LAXXnjBUAev16toNGpzdHK5nPL5vDKZjLncTE1N6dKlSzZ8lOCJIQLuLtxbXG/QczMhl42PRz2WjC6CLp0UBXwPEiAYIa/XaxbOg4ODhgIS/EgkOUhI0jhMarWaLl++bOgiB9SFCxdUrVZtIjSJaE9Pj/b398/YTR4cHFhyAVs5MTFh+4M9SJP4h3FRfJBccQATG0jQ3GSP4qW3t/fMvBe3J4Gk20XCuJccTKD99CbRN8Wzc+VrrpyJ/cI9kXQmPvGdODwpYkjGQJBJuNyY4v6526TJP25yDdJIDABkkHSmyEin02cmXKNdJ3lBWomdez6ft/vGAU0SxfemAOT5UPhTeGH64X5G7gnPlvvqFkautTAHLkUjdrK7u7tKJpMG7LgFG/fTlV3BhpbLZetXIIGUTgDBXC6nrq4uDQwM2DNwX0OSsZiu7JFn6jIpfAb3ubJ2pNMhlOdlbPwMgJdbOCARo6g6/15uX4nLCP1VkjXXrID35fO5a5516BZYH8ZFHHOfG9ImijCe28LCgsbHx+1+FQoFPXnyRKFQSKFQSCMjIwoEApJO+wNAr3HkAxQaGxtTq9WyodSTk5M2dw3GG+Dg/B7m/Icl4FkBmFEY0wC+tbUlv9+vWCxmLAomJ9KptTDr3Y1vsLMMyUa10Ww2VSgUjLUPBAK6fPmyHj9+LK/Xa7J8pGOwBbB1iURCt2/f1tWrVw04xkgHZ61cLqfbt2+rt7fXTJBwCeN5uY3vnHOstfb2duu9DIVC2n53onwymbRihmIB5iYUCimbzerJkydn5LSoCjwej7HVsIy8HyBDb2+vurq6tLS0ZHkDoN3Q0JAG350HCJjkMqvu3kLKRnFPjKzX6yqVSmdYk3K5rOHhYft7nhGKF36H2V31+olZw8rKihqNhj7zmc+YkQWsNH3ZkiznicfjBjwDUl28eFHlclnvvPOO9baiaoKNAbwZGBhQo9HQ+vq6ydNgPgEmcajt7DwZov7222/r+PhYH/3oRxWNRi0n+WHX+ypmJiYmrJCRTpiY27dvv5+X+ju7vF6vLl26pMPDQxv6RGA6OjrS1taWyWXGx8dNytDT02NuCxwGsCEsxMPDQ/X29iqdTtvQv0qlomAwqFQqpVAoZE16uEuUSiXNzMzY60gy2hQECPYG1NL1NW9ra9P2u8MgvV6vOX2NjY2ZHnJ6elqS7HfD4bAllZJsfkqj0bAEy0Uidnd39ejRI+uLYYowspCOjg5dunTJ0IiJiQktLi5qdXVVt2/f1mc+8xnF43HrD5BkQe/o6GQWzhtvvKF8Pq+LFy8aS9JsNpXNZo21oBm/VCpZgOFgjcfj9hygYD0ejzEt6XRa8/Pzlrz29PQoGAwqEomoo6PD0Iy3337bir/+/n6trq7aIUwfFUGWwwLkkUO6r6/PrJyRlHR2dlqxNjw8bLIYkHFXFuL3+zU0NKRqtXoGae7v79fm5qYkmfSFdTEwMGAHIQhRq9VSMBg8M4CToNLV1aWJiQljeEiaaJCl4ZPPxMED2rK/v6+enh5j5xqNhuLxuIrFokZHRw0FHR4etiSpp6fH7CdBkCTZ+ibAezweAwyQrLBuPsjlUv68j0vJu0kOyQCHAS585w8mfhdDBtAkVzrCe5GYUGCA6FNguj0MUPGg6MQeEnYKLlcq5yLe7F/2HMmFy/q40iB+Vzo7/8SVL/H/JELIJ905K9zbarWq5eVl+Xw+DQ8PWw8hSGy5XFaxWFSxWDSDDeKsKxsDsQYN5Xm1tbWZ4xBrHaaD5JLYAIvjslxu8iHJ1j7MOfEAQwAKDxBk7o+7liiQWAu8p9v7wHti2uJ+T84nimOSV4oRnhPv5YIL7s/xjGFmWHtucUzhRvHAmpNOe7VI8txCUJIl7u76dlkztyiDTeB7uZ/NTaj5O76fe28/jMv9DiSmfA5Y9UwmI0l6/PixlpeXjbXP5/PW/D80NGSKBe65y9bCWhCHBwYGdPfuXd2/f19XrlxRX1+f5QqcEQx7lWRxob+//wzT6hYlPp/PTHS2t7et9xHWBeCFuIykyD1LXMkkz4eeB/or/X6/7YPFxUUtLS1pbGzMQF+fz2fn/NHRkaanp/XKK68Y6+73+5VMJq3XCLUFhTBOhahFAGW6u7vtXHYZ7vNMHQCH3+/X3NycgWu4pB4fHyuXy5mZzvHxscbGxgw07Ojo0MrKiuLxuK1r5IMMAkdlw/4hJ+J+P3361NjbkZERdXd3a2lpyVy4WNONRsPAGBgx9ga9xRsbG7Y+fT6fjXpA3l6tVg00Awxj/5XLZaXTaXOf43tgfMEMOhxlcaIF1JSkTCYjj8djg8lhAAFRYHI+//nPmyoEgA0nvlQqZeAzjP3W1pZ6e3sNkGavAIIDVvb19enFF1/UxMSExXfYub/uel/FzHv1xCwtLb2fl/o7u6gO29pOLGIl2cIqFArq7++3Q5gmNffB8dCYw+GiTQzKisVi2t7e1vr6ugYHBxUKhcz1isatcrmsXC6nYrFoFS3Wr2xyEl2SPijBcrls6MzR0ZFZGOPyQWLv8Xg0NDRkgyiZCxOJROzAaWs7mUKPxXIkErE5Jq6+OJlMmn4TtAKTgYGBAaVSKfl8PhWLRY2NjWlqakoPHz7UgwcPlEqlNDExYRbQLrLAoQVtTLEBeoBcz6Ub2awYMNBsiZSOQqdQKOjOnTvWoNzV1aVisaj9/X1NT0/boFIcwra3t/XSSy/p4cOHWl1dlXSyvnntZDKp4eFhdXZ2qlqt6v79+5JksimCOIgJNps3b97U+Pi4enp6TJ8KewcyKMkKE7/fr62tLWWz2TMNzyRgsDjuoczB6hpGMKANEwMKDJy1MpmM+evzd3t7e2ZecHx8bIwLumMa9kBfKKxh3UgEkSLBanIYwdSABLn9SjBx7EX0ydvvDuX6oBeJFIk/SRtxwZW7uG5X0im67Ep1+Fk3Qa1Wq++pfz/fcwT67CZ6LloOa+Ci8ST2NKm6BbDL2NB8ihkETIer62ft8N4UOHxmiiYXFSU5RjoQCAQUCARsDsd5SUC1WjUzDVeWhEECzoP8G8SVpIvEiyKFoolESdIZXTzflwPdLTbPF37EEbcRGgYJ5p5DFqtZ4pKkM8P+mPNAAUuRxV5h7XE/3d4kJDbuGuPzcbnoJN/Hvc6/rvuzfGcSQNBbCiZ6VbhHriuZ2xvEGgNwcA0hpFNmzi2CXcmb2yMIy8B7umzaeeaUNf1BL6RP9JHxjCnG6edkRtGdO3f0Iz/yIwZ0DgwMWDIOKOSCGqgm3JECyItXVlbU2dmpUChkTf+NRsMs55Gvtre3n4mDSLsofJjnQWLJuiC5Rc3gMnrIUQEpj4+P7cxsa2szGXxXV5cKhYK6u7v12muvaXJy0qyJ2ROcNdls1lwQOzs7FY1GzaDnL//yLzU2NmaswNtvv22gH9bM9HwQ33kulUrFJMuVSsUYJ7cgl04LUpdNGxsbU1dXl+7fv6/29naFQiEDSUZGRhQKhazvjiKHnhcc0hhTQbHJWcU5TWyt1Wpn5gB2dnYaSwE4QBHimq8g/ZJkMRwAZ3BwUCsrKyoWi2fOAb43/a68P+c/BTmGM/TZ+nwn8+EYqn3lyhW7B+S0W1tbpjhZX1/Xzs6OpqamzjTew7bRA9tqtRSJRFStVvWd73zHgACMp5LJpMLhsPUd9vb2anNzUx6Px4p+Cvbj42OLuxRuFPvI184DZe91vW9r5lu3bumzn/2sJOnP/uzP9Eu/9Evv56X+Tq/e3l5NTExYZQ9yXa/XbThlMpk0hI9khYXk8Xisr4CGOn6WoEQjHAkMOmkOU3S0JL2urMb9GUmGqh8cHJg3PNOyQf5JkDOZjEmuWDjuDAkONqrkarVqLA2BnsOIpAz6OplM2mbkfoDsgAT09/crFAoZU3Pnzh09fPhQs7OzGh8ftyZ/ggV625mZGQ0PD2tzc1Nf+9rX9NJLL9lCzmazpusEuWVgpc93YrDAoUpwJLEBxcUUANS0o6ND0WjUnLiwXsRCOJfLaXNzU/l8XhsbG/J4PEqn0yYz9PtPho8ScOkzCoVCJkfp7u7W9evXNTMzY44fJCLITwjesDgMRXv48KEFHj5XvV63YgNDBKSJoKwcfiBAgUDAdK/YN+7s7Oj111/Xa6+9pmvXrlniBdPDQU9RsbW1pXq9bo2bIC8ez4mjDZIJepQGBgYsyEonWvRoNGr0ud/vN2vJVuvEyQyWwh3ySh8QEsYPerH2aTpGduIWhdJZS2ZXXoDcy3UFI1lz5Uo8C5Iy6RQZ5pDi9V203X0PUH3pdEYMhZH7nqxvklkOHhIbkh+SI5fNJMHkc7nFDBpv/p41RoJM8ZNMJrW5uWl22ueR9Gq1anGONQlT4sYA9oRrZECRwcWz4zkeHx/bkFfiKMU0zNX5xJrvTCLrooXEehJ62GP2ZbVatT4YZGyD784Xg9HEqANHK9hXngdTspGysEfcNcK9d7+3u2Z4Xm7RzOcl1vOcXQaH5Jv7x/1m76IOcBk5njefkz9z76e7193zhrXgSt4o0s/vAZeVQe7IcwHw+qAXPS8klevr6/J6vfY8SBBnZ2fNOjwcDisUCpnE1AU0KMLq9foZ98K+vj4tLCwoEokon89rcHBQk5OT+uhHP6q+vj5jIZDi+nw+DQwMWFHDPSapRq7oKkFQebj7IpFIGINM3wj3v1Ao2NDvtbU1RaNRbW9va25uTjMzMxYLBwcHDeDi2TJLLJFIWOIZDAYVj8c1MjKio6MjZbNZm69WLBZ19+5dlctlBQIBff7zn9fly5ftfGCsAsw/vRSw961Wy/YPUjuUKm58AdXnu/M6tA7AovK8gsGg9SqFQiFTWTCfj7mClUrlzN7B9IFCdXV11cwMzjOgR0dH9lz5PCTxWM/DPsEq4Yza2dmpxcVFy+8A3To6OqwPluKb3j8cwRKJhMbHx+X1ehUOh82goNFomBrEBRT/+I//WPF4XNeuXbMeTJr32ZuujBinOY/HY5JDr9erg4MDffvb37aBtJLs+3KWccbTukB8QeZOHsu9BNTnzPth1/sqZl577TV9+ctf1le+8hV5PB79zu/8js2d+YdytbW1KZFI2AJ0AzEJGjccKq9QKGh7e9ucyAj4Ll3caDTs70noXb0p9nfQZ+gEG42GFUTu4cB/g3ShzWUaO3+Ocwk9J9vb23r11VcVjUYtqYZupgkOV7JarWbFEQne3t6eHUbcC5rECWQcLkzaheJ02ZFEIqGFhQVzrVheXrbhSFwgTaBR2WxWT58+1fz8vLa3t7WxsaFoNKpqtap4PG6F4uTkpOktfT6fBTXpxM9+eHjYHGQ++clPqlAoqFAomGwtl8tZ4QkKAAIEa8dnTSQSKhaLOjw81L1797S7u6vR0VFdunRJFy5cUDweN9cjKFu/32/f4+bNm5qZmbEmyEKhYC55R0dHWlhYMJtHnjkoXqPR0NLSkkldkMXhfuX1ejUwMGDOUCDJ9HK4PRB9fX3yeE5cevi8W1tbhip1d3crl8upXq8bur28vGzILawgje84N0WjUXV1dZ1p/qS4hqrOZrOmlS4UCurp6bHnOz4+bgkvg1fR0bZaLWNlPqyeGVc3T2LsSlyk0+RROtXz831J8kh83ULGTTYpgNyEjvd35UvsS5I3knHckzjQYDb4nLynK8dx2Qka46HpKQ6k04TUPYhdmRqJKmuIgs9FF5lxhVwTNHVra+sH7nm1WrUkhoSMAgxWjnsM2k/BwM9xr4iNJOjcS1hpF5QhjvPf3HueFZI/nhFSHopaF9QhLvh8Pu3s7KhQKKizs9OSOg5+ZLD8PJJckky32JBkRTUJF/fblX6RaJAYcK/4f/esOt/bguyWNcJa4He5h+xpiiBeA938/v6+MQcu2wVARuHY1tZmbKD7HPkM/Blrj3XGfnQlahQMz5LQ/LAL0IWEmKSZe8R9ZChmvV7X0tKSCoWCpqamrCEdqTYMOj2rPHO+B4X1wcGBydJcCV1HR4eNbmDPAjjyrNyeOs5+QAtANPYycYziD9UFMePRo0daXV21AY/j4+PWf4NBTqVSUSKRsFh0fHxszd7Xrl2zs4WYjPJje3vbEnUk593d3VpZWTG0vtlsan5+Xt3d3XZmuM+XXMaVOjILjWTb6/WeKbbpNYKJDoVC1guLWZN0KtvndRqNhhV+SL5Q1SDfR1bGeAWUN5xRFIiAtFtbW1bsIJMvl8sGhpDDAbxw9mAAgdSbAeQTExNWrIyMjOjg4EDJZNJMIlCYYCqESRX2zhSJ5FeYA8HSv/rqq9ZvvLi4qK6uLutr5r42m02Ty8GoY/ccCoV048YNdXZ26otf/KI6Ozv1wgsvmBKDnmieP31c9CaPjIzY+obRRyLIZ3TPz7/uet9uZpVKRYuLiwoEAh9KkPm/fe3v7+tLX/qSrl+/rs9//vMWWEGSjo+PlUgk5PP5rB8il8tJOmlYoocEa0FJtoj29/e1srJiSA7N1VBuLlW/t7en6elp65uBhahUKiqXywqFQgqHw2csU5HuSNLCwoLNconFYpqYmDA9ZCQSObOgpbOoJ8gswReNLX70/Bw6Yq/Xa3bOaEYlGcJEtQ7dXiwWValU7PAulUp6/PixQqGQ3Ttc0GAYkKAFAgFtb29rc3NT+/v7mpyctJ6F9fV1m6UC/QlNSgAnicMdrb+/35DAer2uTCajyclJdXd323fr6uqyYX38LHr+YDComzdvan5+XuVyWXfu3NGjR49UKpWsyQ9mhyRgbW1Ny8vL2tvbU39/v03P3dvbUzQatWQYRgREJ5FIaGBgwOR1NA2vrq7K4/FobGzMDsJarabNzU11dHRY/wyHyfHxsQU65F8cbIPvDvSq1+taXl7WH/7hH+qVV17R7OysaeEp6kCCOFCwoHb7ZVi/JPnILWB1KHChtElet7a2tLe3Z0UQzbDochuNE6vo733ve3rnnXc+FDezcrms3/7t39ZLL72kl19+2davm9if7z8gYXAbnikMXJbClY+R3LnouBuYce5iLxJLMEXY39+37+s6p7myH5dFctFzEHbYAA5lLhI3tyByEwb+cSUdbrItnRZcSB8Yznvx4kWTWPG9kUqQcLsW0dwfii60/Uja+H+KGXetlEolNZtNjY2NWd8jfQbsSZeRIXEnkT9fMJ7//iThSN/c3iX6dLq6ugzBpp8HGXGr1bImbkwjiPHcX7eAOG9ecL7IhjE9LxGDRXovZzTXLUw6LQZhxViTFHhuzxgOZvT2UDC6TDz3lCIayQhnFJ/bZRhJUvgMMPog6BRIkvTd735Xb7zxxocyZ2Z7e1u/93u/pxdffFEvvfSSBgYGND4+bnvelXW9l8QbsI994z4nCjjXHpfGf87pK1eu2LoEIEIV4D5PCh6KUVdJwPsDXAAC1Go1e0acqyD2uAzevn1bHs9JEzmFzMbGhnw+n+bn502m1mw2Lb4zgLHZbNoz3dvbO7OGWIO4eaFmmJqaUjweN/BOkjmeAhqT2LtSIrcPtdVq2XuwN3gOpVJJKysr8ng8pghxwVt60QAGYP5ZcxScgIZer1fJZFK5XM5ADZ/vZOD3xsaG1tfXzU0Uu+3p6WmFQiGlUik1m02Vy2XLaZgRSKzC4ZN4gnSM84OYwKD2VCql+/fvy+v16s6dOybfohePXuWhoSHLj5Cbeb0nFs7FYlGbm5u6e/eurl69aizy0NCQJiYmtLy8bGoNciVYF3IiBjuzl/P5vNrbT1xniRH/+B//Yz158sTkh+FwWBsbG8pkMmb6k8lkzPUNR1dUBJVKxezNiRVvvvmm3nrrrWeaL/e+ipnf/d3f1Ze+9CV95jOf0dDQkH7u535O/+E//Id/UG5mQ0ND+uVf/mUbUuRuqsPDQz158sQkMMgKCL70AvT19VnfgXSSJIEUcrCAMrIJqXA5jKrVqkZGRqyKZ6Bbq3UyryaTySiVStmCISE4Pj7W6uqq5ufnFQgEND09rdnZWaVSKUMWDg4OVCqVrMGUPhsSAxctg1ImsaC5/eDgQLlcTgcHBwoGg4YiEVAIniQaFHaNRkNra2va29vTzMyMBd9Lly6ZNA42qrPzZAhVR0eH+fLHYjFdvHjR0I9ms2n2j9IJYrO3t6cHDx4om83qwoULZ7ThvD+HBvczl8tpf39f6XTa+l6Q5nGIeL1e6yXBlWZ7e1ujo6OKx+NKp9NaWVmxdYJcKhKJKJFIKBwO6/j4WEtLS1pYWDjjEkLwBMFtNBqKxWImX3nhhRfs9zEg8Hq9CgQCymazRjVLpw3a9LaQwLoJEqgIrwNdf3x8Mr15f39fb7/9trq6uvS9731P29vbVkQxRI6pzH19fUYRo4PNZrN6+PChNjY2NDo6asV/d3e3ksmkVlZWVC6XdfPmTXPfGxsbk8fjsQNubGxMmUzGik8kiPl83pKiV155Ra+88or+83/+zx9473d2dupnf/Zn7XtJP+gaRsHu6vYpdPi3Kw9y5WiuJOs8qkxiKslei5jB6yBLqFarJlmhUCC5IuEjCYOFk057gihE+G/iiov4k4Tx/Vw2GLaGPeeixYAcNAtTcCOLeO6556whH6tbBq8NDQ3ZHqCvC4aa5IjCCuYSZySP58QmeXl52RIOSWb1XS6XNTIycqZwc6VRFCz0DFAYuAX/eVkUyDN9Z+i6iUuwFqx9nJnYfxSALnLOc+FZuUg695xnSpJHsQFSe75gIR40Gg07Z1x087wczGWgXIako6PDmBO3x4rk3u1DchkgN4EEKOPzkvhTBJFguoAYfSg+n8+SV0n62Mc+pk984hP69V//9fe75e3q6enRv/yX/1K9vb22vgBk6GtBlSCdnGeRSMRkg+xn1wDk+PhY+Xze9qJrYNLR0aFsNmuzYAD2iM8wUshxXEaQdUOhQF8HslsKaJJAZskhLcI8h70EYLiysqJr165pamrKTHQuX75s953nD3NFkUoPL4kw4KUkM03gXOnr6zOgYWhoSO3t7crn8yark07AHNZUs9k0ZoVnwxp1izkKIIqDP//zP9fh4aFGRkasGCSHcuXy9G3CHnMeHh0d2bw2ZurQ94oMjL7WYrGoubk5eTwek3LBxFGMSzLnL/YCa7per2tzc1O5XE7RaNSeKQk8++ro6EjRaNRAc1zOCoWCpqenFQwGzxQbQ0ND6u/vN3Ds8PBQS0tLWllZ0eLiojY3NzUwMKCxsTFToHC2waR7vV57ThhguWy52+vi8530DQ8MDCgWi1m/DLN6bt++rT/4gz/Qxz72MXV0dGhra0v5fF43btywuEoxQ/wEuBx8d44fMQn76O9///s/dG+/r2JmcXFRb731lv3/L/zCL+g3fuM33s9L/Z1dBNW2tjaj9kAy7t+/r+9+97tmDYj2v62tTSMjI4Y2Q4Eze6NYLNqDSCaTNiV+aGhI0umQQ4KgK9+ieKBXYm9vTwMDA3ZIgZKQgKbTadtYo6Oj+vjHP65IJGJJBsGyUqno8PBQo6Oj6u7u1tDQkLxer/VYkAhFo1H7+UwmYzQthQA0OomR21RII9/R0ZEl6QQQ0JKuri7dunVLY2Nj1oiezWbt87Pha7WasTcEWGyl9/b29PjxY2MFSD5whuvr61OhUDC9Mhuexr39/X2tr69rfX3dNKTML+HAJ0hS3LA2KGYpPK9du6b19XVjLdbX15XNZrWxsaFUKqXt7W3dvn1bjUZDN27cMDMIkjJJtt5YMwz4hL2p1WpaXV21pJTennA4rIODAxUKBW1ubppLFD76rlU2z4P+K/q4KMBpaH348KFWVla0tram0dFR3bp1ywI5xQmMDQmvJEtWYrGYRkdHValUzFWvUCicGSRGb4Wb6DCLaGhoSDs7O9bwx75KpVLa2NjQxsaGSUI+6MVzJYl3+3DcZIW9CjrqMiJInzhASWzdPhYYQvaKK3eSdKZ4kmSJDEYV1WrVnP5Yf/S1Efx5TVBHN67wjEia+TtXQgTDRwHBujmfWLmFEGBKrVazmUEkCNxTzAH4Xe4HBTE2nsRN+khIqkF+kU26g/tWVlaUTqfPrAWskxl0d3BwoI2NDSvWcHJDf836Q3rCvXKlThQ4JHCSLDbwXCgwpNN+NmJIq9Wy/SbJGCDkdSDOxB7kRa47GUg4xaZbQFAIEYNYO+zX82vA7a/hu/OM+S5ujwxrmucpyeI0z8J1TqOYclkXJCwu4+OyYCDn7Akkxy6Lw+98GHuffYZMic9OEoyDGJIoF6gk4ezq6jIGgIKsUqkol8vp+PjYHDu5r/SZJpNJ1Wo1Q8EbjcaZngnWPXHbLU4BTuv1U9OUUqkkSRb3k8mkxQdXAeLKaC9cuKDe3l7Nzs6qra1N8Xjc2Dn6GZBO0a+CNBTQ7/DwUMlkUtFo1Bw79/f3jXFAiRCNRlUoFDQ2Nqbe3l7Nz8+fYWCQMQGsSjKmit4lPjtmO4uLixan6G0Kh8O6ePGigSOsK3o5KLAATzFKoIG9Wq1qc3PT5IAAqJgV7O7uqtls6tq1a3rrrbcUj8d169Ytc/ZstVrGHDCaA0mq63bHDMNsNmvxEGdH9jk9MZFIxOTYSMQwV8rn85ZrxmKxM2CSaySys7NjzGM4HNbAwIAWFxcN8KUPiMK3r69P5XJZjx8/VqVS0fj4+JkePIrhg4MD6/mjgJJkA8kLhYKWl5fNNIlhmJFIxFRLT58+tftF7HIl08xU3N3dNWXBD7veVzHzwgsv/MCf3bx50/7bHaj59/Vym1pJXElKC4WCbty4oXg8romJCdvEpVJJqVRKx8fH5ujUbDaVy+UUiUSMYnWLFyyZaRSDgeD9aLajWZTeF6/Xa02Z+XzeNh/N/2tra2q1Wvr4xz9uAQr6lAONBjoSWSxUOaTS6bQVNzBIfr9f5XJZ6+vr1m/S1dWlTCaj7e1t03+jo0QPSjHGQUEzuySTJgwNDWlkZMTYjqOjI5XLZXMI4jVBR0A6CE5Xr15VMBjUo0ePjBplkzWbJ65mvC9JtiRr8pybm9Pc3JwODw918eJF6zmqVquGVOTzeaXTaestkaR4PK62tjbrwSFYTExM6OnTp1pcXJR00kz44MEDK9T29/dtpk9bW5uq1aqazaZZPObzeUOjsfOEvQPdBfGAzQLFQEZAICOQ0wtFAoJOl3viuqahfb9+/boajYY2Nzd1584dK7qlU/epSCRiDYrhcNiodj5DPB43idvMzIzy+bwdDl1dXcY8tre328wbnOWCwaA8Ho8dRCDu3d3dSqfTpiGemZl5JovGZ7lARV3pgtt07CYqMK0cSm5iRYFD4kLiDWNAMuH2FYBqU+CwzkgomY9AkuA2sIKQkUSe72dhv5AYny+u3ISTZI6ChkSX+wLz5Pb9kEhjKU8fBUk5jkTsEXr83KKMQXu8Pvujr6/PWAc+D3GBpBvZ4XslthysHo/HWE2KYopT/u3+vltASDK5BoAObGpHR4fJVev1usV0Eplms2nFHSw3xSDvQaxlrbsFBCg/BQ+JvLtmaBRGDnd4eGi/w+dy+2zOS854jm7TMEUpkpVms2kJDIUHn5H94vYvnX99nuvBwYEliySUnHmALgALsJCgwaxx1z3pwyhmXHc+9i7xtNlsmkMk/X+STJbr9qnQf8B9QYWxublpRT225MFgUGNjYyZB3tzcNEeqWCx2xm7elX3zmer1ukKhkC5cuGCFB/cUd8rd3V2trKxocHBQs7OzNqyY54FMEBCTguk73/mOWq2Wbty4YQAN+8x97oAdOHKxBwHIiCPIs8PhsLxer54+fapyuazBwUEzLwKQZW/h7oo0C0CL94IhLBQKZlvcbDZ14cIF3bx5U1NTUxoeHpakM/EK4NUFD9hvxADWtKtaYe8CxnR2dqpQKFhCzrrnPpJ3cI/Y4+RvsF1dXV0aGxuzvdFoNKwQDQaDKpVK1oMHs4WRBnbMsGYu+ISZQFdXl32nZDJpkvmBgYEzCiIKPJzcgsGguru7ValUlE6nrSCPx+O2H8gbKLgpjkulkhkGIKV96aWXFI/HtbKyokKhoKOjI4XDYSUSCXk8HoVCIW1sbCiXy5kUGUC8VCoZANBonLjn/a0WM2+99ZY8Ho8mJiYkndjWvvnmmxoaGlKpVNKXv/xl/fZv//b7een/a1erdTIMrVgs2sAnpAQvvfSSoWzM52g2m8rn83ry5IlZHu/v72t5eVkPHz7UT/3UTymZTNpGlGQPmE0Ac+Hz+bS7u6t8Pq+hoSFrLgNthLbGnSufz+vHfuzH1NfXp3Q6rYcPH6pareoTn/iExsfH1d/ff0bzC/rT39+vVCpl/TOghJVKxRJZEAykaKAwLEJXnnB8fKy5uTmbIr+5uamZmRkbygnSdHh4qI2NDbtHSGQoBHy+E3980FgCJjT3zMyMOjs7lU6n1d/fb4wFuliv16s333xT6XRakmzdpVIpSbLEn+SpVCrp3r175ppFHxPyFu5boVBQsVhUvV63Zk+cjAKBgMLhsMLhsBqNhjWHIiF48uSJRkdHFQgEtLa2ZgVZLBbT2tqalpaWdOvWLYVCIR0dHVlRCZszODioS5cuWSDksAMFpAeBz42kADcTkhF6NUDYJZ2h7wcGBtTd3W1FZE9Pj3K5nDVeknShV242m+ZeA8qCA8zBwYGePHliQXJ4eFijo6MaGRkx6hpEj4ORg6JWq2l0dPSMfTTsUjab1cjIiH3nnp4ezczM2PCzD3qB1Lu6//NIMMk4ySgJGEkcySfIoYvygjayBl1dPbGBBBVWhZi0u7urQqFgzn0kwKCUJFBouSn4Obx5PQ5vegFdYwkKGdclBg04iQyfm8TB/YdDBgcxkgOfz3dmP5HkDQ4OKpFIWAwhmeR9+AxusUTSyX7me7KvQKXPX61Wy2IXEi2KalwQefYYWvAcpFOZH4AV95PXYj27en4SGVhJ5LAkuK4DEUkScYjigfWEWoAGWLffhXsDs8a+cgsKng8I7XlGxF27oMe7u7smCaIfhoSHtemyOq5sDVCK1+bP6StCYkbyBVvvyowZCYBFMTGGQc2u1O2DXq6jG6/N+AKXpYSB8HhO3JaQQ6MAcBvQ6bfkfri9V3ynQCCg0dFRS+SJCe64B1e+6LLf9KpMTExYwYpqg/UiSX/xF3+hu3fvanh42M4OYnatVtPS0tKZQZ/1et1m0yAXY63RwI7MCGCQEQ+wVhhcAEC1tbUplUppcnLSZkel02n7noAXAJfEWvYc341ebNZANpvV48ePtbu7q+vXrxsoHAwGjU1C1oX8DZULyTqgqCQDXgCtiMdu7w/sMFPoXekustmJiQk1mydOrxQcvA9AH5+N+xmPx5XJZGyw+vj4uOr1utbX13V8fDoDp6OjQ+l0Wnt7eyqVSkokElbMuBI2CjZ6Edn/FDjECwyNAKpgpwFXGbMwMzNj+SKKBM5s2BwKe54hUkTu3+zsrCKRiG7fvm2g1/b2tkKhkOXPlUrFJG3z8/Pq6+vT+vq6/H6/xYjj42NFo1E7d/+6629czFQqFX3pS1/S0tLSDyAlv/IrvyJJ/yAGaIJmuA24eKVzWBO0o9Gojo+PTRYB80KD59DQkOr10wFKkoypiEQitvlnZ2eNPaF/o1KpyO/3q1gsan193RDevb09ZTIZdXR0aHV1Vffv39fe3p65cCWTSaVSKZOWcLi6SIrf7zc3MxctxcsdByzQILTbk5OTkmSDEUEZCC67u7vGEMXjcUvAEomEbWz3sEW/TYCFQiRRwxoRPemLL76ox48fm10kji3YPZbLZbOxBv0olUqam5sz7SuoGgc23106CczLy8uGSiQSCfX39ysQCCgSidigLo/H8wMDrEge9vb2zBXn4sWLevnll635NhaLmRa51WrZANM33nhDyWTStKs7OztaWVlRLpfT1taWFSUkhnt7ewqFQjbAlfvZbDZNyoBPOzIJSdbA6WrdSURwoWNQG4Xn3bt3tbm5qXA4bMGMdQGzxj80OHNQ/8RP/IQVsa7enkN/e3tbW1tbxuoFAoEzKD77MJ1O2z3e3t42PTs6XxKgD3oRLJEAuK5W0tn+F549SSLBnf93Pw8JMkk56DcJHck90jRkaBzYPH9c9wBUXBMCtwDnsOEzce9ANNmD7md02SiSOum0WCPJghFx/0H2xZ6DSSYhdJNlEjocmmBPQZYbjYaxT3xGVwLFmgbAYC83m00DT4gr5696vW72sxzc/MMz5TmwhygasIgm+XaLW4oQ1gFGA/Q4nS8EeW4gmTBEJEQAM27iyr1zJYBuDHYZGtaAK1XkDOB5uRdFG8+GQlySJUEks9wD0Ofz64A94bqSsa5wqqPIB6A5PDy0NSHJJGjlctmMXgA8uHh9SR9KMcM9oniVZMAS70URC9K9vb1tqDN7jvXEa3E2onRoa2tTOp1WsVhULBazIhCDCIA+WJharWZsCxbf3Gv6xoi3MJnsN8xv2tvbrfeQmR6Tk5N2Bns8HsXjcQ0MDKhYLKrROOnXDAQCSiaTlrTC/vI9aACn3wUQgJ/d29vT2tqastmsrl+/rkAgYEU8M03ITwBmvF6vzXAbGRnR9va2DbakL8ad10YxeenSJV28eFGDg4NmOtNoNCzhdZvqmfGCYQ3sunQ6k4l95vf7DVTj2VKgkqj7/X5dvHjR2Am3b4q9646qYF6Ky2gg2+rv79fKyoq+853v6O2339b+/r6ee+45TU1NqV4/GYJ6cHCg1dVV693u6urSw4cPVa/XFYlEFIvFLD5iIuEywIAWxA53r7NOWf+4k8Goub167L1qtapisWgzJTGMctlu977z/z09PYpGo/ZsXFAAFcobb7xhoBFuwLC07lr/a/f13zQQDAwM6Mtf/rJee+21v/JnXn/99b/py/5fvzhYK5WKOjs7NTU1ZRKf4+Nj66eABo/H4/J4PMpkMnrnnXeUSCR07949RaNRc9GSdEYT7TrFICcD7RoaGtLU1NSZoYb1el1zc3OKRqPWyzE0NKREIqHNzU2jWovFolKplMkbSGDYqFC9DPt0g9F5hAEdO04TNGUHg0Gtrq4qGAwa7R4KhTQ0NHSmUfLtt982F61AIGC6x0KhoHq9rkQioSdPniiXy+mzn/2sBWmPx2ONfm1tbYbgxONx7ezsKJPJKBaLWXMbEqf29nZFo1FdvHjRpvOurq7qzp07VtTl83lb/HxPkgKfz6eZmRklEgnTIs/MzFiRxSGM7IGmQJ/PZ6xNpVIxLSu62vHxcXV2dmp5ednQL6/Xa2wQjnAkrJFI5AzqQFGN1SLJJexfpVLRhQsXDLEkYSAhx1UKaQgJIgEImeHm5qb6+/u1vr6uZDJploz379/XwcGBYrHYGd374uKiyuWyfvzHf1zBYNAQy93dXS0sLBhS5rrDuC4/uVxOCwsLGnx3aCzWuW6gd9crenkap9FkI4GhSP0gF0iSi/ZwsHF4smfdf87HD+Q5LhvDgcI/yD5ZQ8QHEljiht/vt4SQg4DEkqKUQ40DjP4QN/F1B+a5aDx7wT142f/ufUF2cb5fhrhC8kncAsSBLWo0Gmd04hT/zWbT5giBxqPLl04HFvN9uacuG0Gh2Gg0rJeKYsUthvjMJOOwWhzsJC/ca+yMpdPkGRkIiC0HKveV9yDhJOHu6uoyO163EHJ7Vvj34eGhacZZUxS5bgFK8cp64D5z3/gcPGNeiz+H6XF7JCVZbx3N0e5r8jwAQ/i+xBUKQ54Rax2mhrOH54ZDJPfK6/Vab9jGxoZWV1dVr9cNQWdvUCjyPT/oReFNwS/JUHCcSDHPcSVD7C8KX1euyZ5xHdv29/dVKpUUDAat0Z4Eke/Ce7AWDg8PTUVB7wnrhYIAFqfRaJjSAnCqVqsZcMrgXnp3Dg4OFI/HrVetXC7r6OjI5PGATG7iSEyHYcKchbXt9/sVDAYt18lms7bv29ra7AzExZWkF1YrGAxaszxSqO3tba2srFhOc3x84syFY+vExIRSqZTJ3FxWhb3u9/tVKpXsfKGxnbXvAlQ+n8/64gAQiUHEPMCJer2umZkZW6+Szvw8yT+yddb/0NCQFRS4tcIwA6DMzs7q1q1bJrUiB+F31tbWtLW1pWazqenpaXOZQ0bKXndjhyuX5l4BnDEy5Nvf/rZ9f+I9559rJkRe7PP5rP+Xs4gzXTodMcD/E1cAYmGUJNl+iEajGhsb0+Liorq7u3X58mWFQiFT6mSz2b8SuHKv9z1n5oP8/d+Ha3t7W//pP/0njYyM6DOf+Ywd4LFYzOQSOJ1tb28rlUopHo9rb29P6XRa5XLZChkasO/evatWq6WpqSkrcFhgbDYCOgEV2dfu7q41hoFedXZ2anp6WuFwWPl8XuVy2WREa2trJiGjadDV1QcCAdOyM5l3YGDA0AGSIzZ8KBQytJ0EHI/27u5uxWIxK9Io8rDUK5VKZ+z7CADhcNiSucXFRT18+NC00CRBu7u7ymQyunv3rgU+l+2SZA166XRay8vLJqtLpVL23w8ePLCE153WLJ0eLKOjo/Z8R0dHreE4EAgolUopGAxaklMsFrWxsaGDgwNjRmC7uKewEO5cHbT6fX191tgciUTU29trhQCNdPSRcFi2tbUZ2o32fnJy0jTISNS2t7ctIW9razMWA3RmaWnJ9N+7u7va2Niwg8d9dul0Wk+ePNGjR49Uq9X04osvmmU0iVij0TAZ3cHBgQKBgLa2tlSr1Uxy4PV6NT4+bhPSS6WSrXXXBQ9GDotR1lqpVLLD1JVLcr+7u7t1+/Zt3bt375ksGn/YtbOzo//yX/6LXnjhBT333HNnEGQCLweRi+BxcNK3gV6YoIxs0018XebETTrdXgaX9UDqKclkdqCFLvsGi3qeNXQLMjfxJhahGed9JZ1JVvlzkmr+3Os9cRTChhughtcl4QIocXXOHIbEGgoNeiWQYLkHMfeNe0iCzWdnaC3xlGZ2zAi4KE5Ivt1nyfuwj2DBMDfgfpG8cyDz7FgjbuLV3d1t6D7JL/eBfyMv8vv9JutyL84LV+JHgUjh7zJurmTQ4zmdF+OuMwpt7iWvyefi3rsMNp+FNeUmTLwvSSExn4KAuSrSSTE2MDBg+5nYT8JN35V0ImMKBoPWsFyr1XTv3j3dv3/fmpw/yFWpVPQ7v/M7evXVV/WJT3ziTN8Ra9pVbQwODpqka3Bw8AeMA/h5AAdiydzcnO7fv68bN26oVCrpwYMHJrckRiBPg3HlvnDf3aKZ+XSuPMgtwtl3MM3RaNQGN+PWSiLZ3t5u0iKPx2PDFOlzdk1AWC+c416v15QOfNajoyP95E/+pHZ2dqwpHqkgfVIUWxRTKBiOj4/19ttvKxKJGLAWj8clyXqM9/b2TAoNSMa9prA7D9IMDg5qbGzMADH+DqbRXffsHxd8gVV34wBDoY+Pj5VOp8/sse7ubnMZI5HHFp+CAimhJCuIpqamND09renpafX396tQKNieyGQyCgaDarVadnYGAgFNTU0pEAgYAI6jGlJwPhM5CcCodKo6aLVa6u/v1/PPP2/KI+bo4eqLJNSVDdOe4BojEXs4JwDT3FmG5CYuGEKhTu9zPB43phDnzm9961t66623nmkkwzMXM7/3e7+nn/u5n3vff//37ert7dXnPvc5hUIhazzFNtGdN4J7zfb2tsbGxkz/TKMaKDMyC2Q1UKxUuCCXFCThcNgOXzYKkrOpqSmNjY3ps5/9rKHpPt+JqxdN9G5PTblcNqYGChOHL5JvbFRZlIVCwRYpWnJ3AbJZMpmMUe5Y2ebzeXV2dmpyctK+09zcnBV8kUjEDsr19XWj1R88eGCFEYfuxsaGvvnNb5p2c2NjQ2NjY6YvHRoa0urq6hm3nZ6eHisIGo2Gzefp6elRKpVSIpGQdFKwUpSCICGVomDje5KcEPhpeA+Hw4aefPvb31atVtPU1JT5qKOLpeke2RSNfDRGt7e36yMf+YihMu6Ubj4bAYL37uvrM/cvEizoXpyucBfZ3t7WJz7xCbW1ncyBAbHr7u7WpUuXTI5Wq9VM4sjrNBoNXbp0SWNjYzYHBkQPWcD6+rqxQ48fP1atVtPHP/5xOxy2t7clnRwiKysrKpVKunz5svUGhEIhS/I9Ho/1FbDPeE7FYtGsMek5kE7Q00996lP68z//8w+89/v7+/Wv/tW/OtMITqJJsAVhApEFRACthgmr1WomyeC7gGhBl/P6rqwMVs/tR0MbT6G8t7dnznPnCwcKFj6n+/ldeRGsCQAGkqDzciUuDvzDw0Pbc7wORQgMiIvK83NuMYUu3h16R/8BxiGgz26RQdLNfXO14a40irkH7I9qtWqovtvQzz2jsEBycl5ixmuxpklyYScoujjA+X/OC54/lrgkBMQF5lHxGWEd3ILHZaaISy5TyfehgKjX61bouImwy+zAWFMssz4BUFz2RJJ9F3dN8DqsDz6DdMrYuXORWHMkiCRFLkrLPUUaDHuHMoEE/NVXX9Urr7yiL33pS+9vwztXf3+/vvCFL5xhFEjcedasSRd8cNc/z4kEEflutVo1uezXvvY1cy27ffu2AZa5XM7ORqTMsD/sG5QayJNYE6xh3pPnDBDbarXOSKcwUaEvkvfBFAZ2H5dMkm72K0W6z+ezHMkFDvh9ClmSWPZff3+/gYs+n0/f/e53VSqV9MorryiXy5lVczQatViGhP/+/fvy+/0aHh42Q43x8XEtLy9rfn7exiqwftyCgedF/HXvDfeSPUhvHHEAwIDnw4XhE3s/EAicGTsQj8dNMYG8CtUPbqrkedVqVW+88YZarZYB4a6NNm615DiAjYw+YKCnq7jBSIL4y752JaXED0kGPFIkozjhTM7lcsbiEOtYq+79isViZ8AQCjYcSJeWlgzsdMcKsD7Jw5CUAXr29fWpp6dHr732mp577jn91//6X3/o3n7mYuYLX/iCfvEXf/E9/67VOnHN+odUzIBcDw4O6k/+5E/02c9+1qpf0A2/32+ym7W1NaXTaXMzCYVClsjSUF2tVjU9PW2VMrpUEh6SB1dOsr29bXTwSy+9pP7+fl27ds2o2oGBAfX19Smfz1vQJMl78OCBhoaG1Gw2LbDQW0BCSpKMV7rf77dBlnjFYwjAheZyeHjYNg6oGMj52NiYarWT6fAs8N7eXl27dk0dHR3Ww8Kgs+eff17d3d16/PixVlZWVKvVtL6+rvv37yuTyejWrVuKRCJ6+eWXjfbGLc2lSD/1qU9ZE93u7q4ePXpkzb2zs7PWGLiysqJisWgTfrEylGSoFEi8z+ezgwjUiBkZ6HXZ+Dga0XSIO5Mk0yPjLJPNZs3CO5lMnulxQccMysHBSMDY3NzU7u6upqenNTExobm5ORUKBUmyJMRtpE2lUsYIuagfOm9oYma9UFiOj4/r0qVLhqJ6PB4rsCn+WDM0yjK0s1AoaHR0VLu7u5ao0eQXiUQsiQKd6e7u1v3795VOpy2AutK0UChkhxdSKhLqZDL5A7M13u/lvgZJCmADMkxXksNh4Mq2SObOJ8ywgySjJMLv1aPhDs0kgSXxcw8P+hlc9It/SGooWlz5GgkJhzzPw0WTYXRcdsCVvoBMuugkiR4JlnTqDkexzl6DWYrFYtrb2zP7z1KpZEkRfTcgpK4dMfef+EkySZMtP0PxwnMAReYwPi+5Qj/vFke8J0kuhZ+b2LvN4qyl86/HeuFAJkaEQiHT4btnAWcN95RnRQHjSmP4jDxTzhIkK27fFkUtSD7xzjVXcKV8JEK8DveFz+tK+FizkqyIgdngPrjMEf92GUYUECDnMBAkzCRNMOAfxgWr4LoV7u/v2/6DgZJkZxrxADtmt7DhmZG8Hh0daXl5WQcHB3r55Zc1Ojpq62Zvb89mZ7nvz/dmfXIveA5uz6p7T1hLR0dHZ4pC2JhSqWRApSRbczC9nCGoLlgrKFKIzXwO9jZxh/XDeuSeIdPE3GdgYECJREJ//Md/rIcPH1oB5PF4tL6+brPM+vr61N/fr8XFRe3u7mp4eNh6iVlXhULBZuu98sorZ+Sh7j4FSAH0Qw3Ds6DH8/Dw0GTs29vb1kOMKgWHWrfARWq1uLhoc/hmZ2dtb9GDlcvlDIBmv+ZyOX3jG9/Q1taWfvRHf9QGs5N/FItF+Xw+jYyM2Py5SCRiPdwUl5gnwXqRm7C3WV+sJbeHptU66QNjuCX9jJlMRnt7e5Y/uMoAJMGYeWxsbOj4+MR9jvyn0WhYzvbOO+9oc3NTyWRSrVZLT548USQSsX5sv99v/TXSiYqmp6fH3os8Ble+Z3ExfeZi5stf/rJKpZJu3bplLmZcrVZLv/qrv/qsL/X34gJVW1xc1MTEhIaGhgzxxLKOzQ478r//9//W9evXNTs7q0KhoPb2k0FQTGsnodzZ2TFWp1ar2Wwa0FuYHvSGpVJJU1NTmp2dNacwGmO9Xq9GRkYUCoW0urqqt99+W1euXNHQ0JDK5bJWVlY0PT2tbDZrC5XNSs8EZgKgMTTkBoNBY3ZarZMBWTifoBvGGcydZi3JpAForp977jldu3ZNyWRS6XRamUxGzWbTmvtIkOmnefr0qR4/fmyowsc+9jEbstRsNlUoFJTL5ZROpy0pu3Dhgqampgy1rlQqyufzVsgQkMbGxgzV4tClN2VmZsbkZyAOIO7ngz+oOAFkeHjYEMbe3l4lEgkFg0Hl83k9fPhQu7u7+tjHPmYsXSaTMV0/BRU2tSAxIPQwQqVSyZrmcGQZHR01RgwkJJVKaWxszOZZuEPykL11dnZacIE9cunzsbExYyOZyxEKheTxePTmm2+aRIWmaHTuuVxOrVZLExMTlow9ePDABolhEHF0dKRisWg2kRsbG3r8+LGq1ap+5Ed+RAMDA5qcnDSrb9gDihiKAZpkP6ykxk3K2PMk+qxp7qGLZpFUcg+RGXFocC9cGQNoJf/PeqMQdqVc/NstjJBsSafWp/SOkTS7vQx8N/py3KTLlba5MivX1cvtzzk4OLAp9zxPfoZDzi2+YA65L/SdkXAPDAyYsUE+nzcLeQommDu3sEL2xaHnFk2ufA+W5vj4ZK6Xa3cLO+6i1jwTF92GkeFZ8LndItFFIPmcII68PkwevSg4IVJwnC863WfoJkyufNCVBIIg8zpuz46LpLrrQpK9jvvZJZ3pw2FdgGK7LBtrk/fktWF9+H8UAW4RfL6QYY23tZ3OAKLYl04BNYpFV0r0QS56YijikIzyuXkW7BnO5snJSXm9J45P0qlrIWuGtQ9DNTs7qxs3blhvG2dio9FQIBAwm1oKBpI2ihqSfaRNyEoBSQCZKLpZdxQ6TIiHnYfFwN0PlQYDiulzcJ+ty9yx9kioKZTZ724vEPGCeMS9GRsbU6NxMsOGgZDkXX19faZ6OTw8tMHKWPvn83nt7OxY0l8ul3X79m2LD2tra9ZjixSO/tO9vT11d3crHA7b95Bkkki3z4Ocp1KpaGlpSX19faZAId7Bro+MjFgM42xijXKW+Hw+LS8vSzqZZr+5uamjoyPdvHlTo6OjBuh4vV5jNRuNhg0XxjkMeRd5SCQSsfOR8wZmyGXwkNi6RTo5WFtbm6LRqLGTnAOsQ0nmQraysmJ9xb29vdY/i7U0n8Pn82lwcNBcerEj5z3pgaUNor29XcFgUJubm1pfX7c4SnEN+Hte/vpe1zMXMz/90z8t6cSp7O2335YkffrTn7a//9f/+l8/60v9rV5/9md/pqWlJQ0NDWlpaUn/7t/9u/f8OSzmPJ6T6c7b29vW7E1zmdfrVTqdViQS0cTEhPb39zU4OGg2hD09PdrY2FBnZ6fGxsasosfNyq3QGTIEesLPglriHkXSxubBEaqjo0PJZFLt7e165513ND09raGhIQ0PD8vr9WpjY8M2L1IzDmx0nhRZkUjE+hNcNKxWq1mTe7FYVKvVUiwWs8W5u7trgZ/3ointhRdeUDKZtN6dUqlkG2FxcdEW9cDAgM1W6enp0cWLF/WJT3xC169ftw0kyebFzM7O2p8xd4TDu1AoaGdnx9gXAh309MHBgWmvsRMOh8OWHOKqQkAD4YI1QWqyu7urRCKhXC6nwcFBXblyRbFYzIZBrqysWABBLhcOhzU7O6tKpaL5+XkbunZwcKDp6WkL2gz5JPHf3Nw0etktgMLhsB1IQ0ND6u7utoFS29vbpq3ldZlqnclkrP+EgmFqasp6h46PjzUwMKDe3l6TJRwenkxUhhkMBAJKp9N2kMKK5XI51et1LS0tKZ1O67Of/aw6Ojp0584dbW9v66WXXtK1a9fU39+vpaUlfe1rX1M8HtfIyIi8Xq8NeeNApdcGa2KKG3TT6XT6mbSzP+xCFkFi5jIb6IRx7UFe5so9SF6Ojo7ONGCyh0DIJFlwJuljL5J0UKjzM7yGdGpK4PaOcEDyO61WywwjQMNbrZNGd/o4XHtQHJr4x31tlzUGnSWBwOgASVelUrEBh/RNUQCR6LhNsJKsD4EDXNIPJO7S6ewSEiMSOZI/7hWvS2IKW4NEkffgz2G7XbkWxQqx15V5uYWDqzl3e3BchBtpJn92vlkcK2aek8sG8Nz4bPwczIHL0LjaddgpPhuHvtvI7T5f1oxboLi/xz5gPRFTXEbS7dlhvfDZudcULxSfJMbEVBI/GFiS4fcyK3DX6Ae9/H6/mbQkk0lj7GFUAVKOjk4sYwuFgm7fvq3+/n6Nj4+r1WoZCES/CwV+qVTSW2+9pXK5rE984hNm1hIMBk2q7KLO7nonEWSduWg4sQIQARdIcgVkmjB5LjDi9r+4z5ezgzjnPnM3RriFjLsWAH+IB/l8XoVCwQxoBgYGVCqV7BynYLl69aoSiYS6urosfmBGgBXx9evXJcnkZeFwWOl02nqvYHwwSXr06JGkk7lvgHkwC8R2mB9XStre3n7GXv7w8GQAOLnC8vKyHj9+bLGLxF2SgsGgstmsurq6TDEBWFUoFLS+vq5arWb9sgCa2Bl3d3crk8nY3qlWq1pdXbWRFX6/X4uLi6ZiGBsbUyAQsMG79ONi30/R64JwnEE8R2La0tKS1tfXFQ6HtbOzY+5kgGcYYrj7rbe3V5OTkxofH5ckFYtF5fN527vkkuQUOLhGo1EFAgGLF4uLi+rq6rL8EuCX5xCLxdRqtcwRl1zNlc3+lXv7bxoMnnvuOfvv119/3YqBGzdu/E1f6m/l+rVf+zV97WtfkyT9+q//ur7yla/oZ37mZ37g57xer1ZWVhQOh635E7oYpKit7WSQW71e1/T0tIaHh03+MzExYajz7u6uNjc3NTQ0ZAf6wcGBstmsOWRJMqkUNsQLCwvyer3WI4LZAAkSDfY4ZtCzMjk5qUAgYB7qBEEoymQyqb29PWtYBI0CNadpHpSJTVGpVAxBl2SSKyhMekBKpZIN88SJpKOjQ+Vy2Rr6adpHI5xKpWxOCMiSdCI/Gxoa0vLysjY3Ny1hl6SxsTGTbkmyQnNhYUFbW1vy+/0KBAInCXFbm2aKRX3/Xcq0o6NDH5G03ToxE8C7vbOzU5FIxBA/gt3x8bHpXUGISqWSJWutVsvmBkUiEUMYSbjpdeCQ5juSzOdyOS0vL+v555+3pBIUlKbqubk5ra2tqVar6bnnnlN/f7+ePn1qDXLXrl0zAwDQjlgspsuXL6uzs9OsKiWdaa6FFezv77f7DiJGXwbJBANg5+bmND4+rgsXLqhSqZiNLo4kOzs7mpubs6StVqtZ8yasXbFYtAOrs7NTL774olHoiUTCmsS9Xq/p+ev1uhX9sIs0ruJb/0EvmEaKTxIq+pjcWRguWumizy6KToJMEu72axBrSFhIlBqNhskiKHhI4HltNwmkx8BFrUgSkESynkmM+G4uck8cYk1IpzIkvgc/z0BWBq7Rs0aDNAwfBRmMFUihJGMpjo6OjKl2E0cObg5at1A7f785pCkkTL50eKh4oaD5d4ev+nw+Xa5WdafV0sG7zxZG1f09kmkkKbw2sYHnwf13ixCKFp4be4gi+bysgwSTxJTEHsaL1+P58/2RoJ5nk4hL7j3i2ZJUnLeiPc/08Jn4HrwPf+cWKqzn8w3XrG+3AIGZcXu03GQY6R73hXvIXkCKyV7i83wYElOfz6cHDx5odnbWbGhJ/OgbgWFB3tXZ2alsNmuKiUqlYvlAo3EyK2x9fV3f//739fDhQwP2QqGQSYEikYja2tq0tLRkLqrMtQMA4ExBBrSwsKDe3l4lk0n5fD4DEokDrgxT0hk5Jnua9UJxyXOAWXVn0PG6yFoBbVjPFMDcL+IdAFqr1TLTGfoJieeSbCYN5yXnCEUhPTb9/f1qa2uzvs6Ojg49//zzKpVKqtdPZsD5/SfDvf21mqYODrQ2PGyA3PDamorDwwrEYqrVahbTMWvZ39/X+vq6Ge5IMiB7e3vbnDZbrZbu3btnedX4+Lg8Ho8BvhsbG+Zc+NWvflU3btxQKBRSNpvV4uKigeCwaDxjzn6KGu7N0dGR5ufnNTMzYzE2mUxqfHzcigRiMWclUuVsNmvPmLiKdTysY6lUUrFY1De/+U1ls1k9//zzZ2IJZgHsbxfIgY2STsDAdDptLRbsd2LbvXv3bKwGTJxrbOX2ki4vL2t7e1vhcFhXr161Ypi95sr9f9j1vtzMuF577TX97u/+rr7whS/o5s2b+v3f//0P8nIf+PqzP/sz2zjSSaL8pS996T2LGSplCgVos2w2q1QqpUgkYkh0JpOxzRcOhxWNRs0uEgSFxRgKhZTJZMxGtVgsWmVOgCkUClpdXdXu7q7Gx8etYb7ZbFrC2Gw2jRXBOamtrU2XLl0yBMTv92tra8uCJj01mUzGEgKCB4WJx+PR4uKiNcvSgLqwsGAJeyAQ0M7OjgKBgOLx+BlNON8J6Rjoci6XkyRLcmBEksmkenp6dOnSJRtCOT4+roWFBQtu6XTaWJudnR0zOaCnCRmUz+czduXx48daXV01Z6zA2pquPX6sViKhwvi4xubmNLmzo7eOjnT8LiqDHt9NTkhMmIHA0EbYruHhYdO6c8Btb2+bXKyjo0M3b95UtVqV3+8329n29nYLECQ5BHiaokOhkN1X3I0YfIWrz9HRkdLptKEvoL047LD5MR0A9aeJr1qtWjFKsoF95fHxsTnkIPcggR8ZGTE5aVtbm6anp63/h+Tiueees14tUKfNzU1tbm4au8h3dRPYwcFB69OC4ifRQpaBdjuRSJgmPxwOn5HHfJALWR7yJt6/t7f3jCyD7+CyEiDToJPsNRchJzmVTnsFSMhceZCboLuJHjINLooa7jXyFD6T208E8wEY4yaiSH84rOr1k5kGu7u7Z5AwSeZgxD+7u7uGxnLv3L4Zt4madcPPkNiAInOP0atLp70g3EPXgpjLvdcUF8F0WrcWF+Xd3dV3+/r0UqWiV3Z31ert1b1338e1NyZ5Jz6StIJKk8yBWBMvXCaFeA57wWvwmZEEkRgTe9xCHekmTccUYtwDt3/GZaEoVFgP7El3b/IdpVN3NP4MNJ/Xde8HIIlbUPOMWT+8P4k0/+9+PtaBux7c4vE88k9xxP2AlXKb259FavLDrr6+Pl25csX2EEOu9/b2LOYwmfyll16yYoa5RVtbWyoWi1pcXDRE/vHjx/J6vZqbm1MikdDMzIzK5bLNLsP8gYI6nU6rVCqZYxPFHjJ0wND29naFQiGFw2G770gmAS6Qu8F4AcRx1vBM6PWioKEA2tnZscHE7/X3rryRtcl78vqsl1gsZooB+lEAOgGBAb4AuzY3NzU8PGxnAmuYPjOYL/KX1dVVHR4e2piI8OKibi4sKODzqTI2psSjR4o8fKgnbW3acPoU29rabJSD1+u1OXAALLx/Lpez+05vazKZVG9vr27cuKFisah0Om1z04hVXq/XJNrRaFRe7+n8PAq9J0+eaGlpSZ/61KeUTCYlyRi3fD4vv9+vb3/726rX61pdXdX09LSuXr1qEjZyMpzBYDZgoehP5r7x7MrlsprNphYWFrS+vq6joyPNzs4qGo2aZCwQCKi7u9vUORTY7HmeGz1O5y312eP0/Tz//PMKh8OWC7pMEeBRs9nU7du3tbi4qCtXrtjeByQgx3Stn/+6631lBl//+tf1xS9+Ua+//rr+6T/9p/ryl798hrH5u7reeecdc8OQTtDnd9555z1/lkVaLBYNOS0Wi8pms7awSTJhWA4PDxUIBKyvIp1O6/DwULOzs1bYlMtlszluNBpaX183rSzaxGw2a0VIf3+/TZN1kSca/Nj4+Xxem5ubamtr09ramqLRqFmd4s1PwgWbMz8/r3g8rlAopP39fa2srCgYDJr9LrQi6AmzYZBQofNGO7+1taXFxUVjj1wXp7m5OTMYGBkZsUZ89Kq4hxC4+/r6FI1GValUzBnO4/GYPCuRSNihJslQmUbjxMqPij+bzSoSiWgxHJZ/f1/XV1fVyGTkazb1aGxMW2NjGnuXXWs2m6bvZ+gVGx46nJ6lXC5niUg0GlU4HFZ/f79WV1e1tLSkzs5OXbhwwZIdbC0J9KwhEp5Lly6pXC4bmhKNRiWdJow9PT3WLBeJREyW0N3drVQqpXq9rs3NTT333HO6deuWJJmDWLPZ1NzcnB4+fGiFF4gN5g+jo6Pq7u42pzSKcFArV+8PcxeLxbSysqLj42ObUbC1tWWad/ZCIpHQwsKCstms9f4cHBxoYWFBFy5cMPkYzzcUChkKtr+/r6WlJaVSKQUCAZMQVKtVa37c39+3ZOLDSGjY7xwyXOebWt0DneIEOt1NpvnHdYQiCWc9uO8NSkeAdxM32EfAEhBqEkZADII7zAzyA5/PZwwvKBt7kcRyf3/ffh+0Dw29y96RvHP4ZLNZAw+QclB0cN/cxJgiwkVupbMGFhzOrqwKxoekDjYBeY3r2lOtVjUXDOqoWNRHs1ldz+Xkb7X0ViSirUhEoeapfTLN27weQALoM8+YuAZj4BYsrmyHYgWAKp/PW1HE/XALJRI0Gt7PN7UiBZFOE0SSXAoAl2Hhv4mt5wttPjeoJutZOjW+aDr3xy1s3HtCczVS1fMyMLe3wmV2QFj5ThSyrgyN+3q+SOLnOTP5/w96ARQtLS2pvb3diuq7d++a6+X+/r65TMF0g+gT57e2tvT2228rkUhoZ2dH2WxWly9f1uc+9znV6ydzWUDLe3p6LFmMx+NmXe1arhM3fD6fsf/T09O2ZiUZ4wLIQuLP8wPN5v7z/eilcPtbYO3dni2etyuxdGVmFOtcrLl8Pq+trS17DZhHCrPvfOc72t3d1ejoqA2mbm9vt95LngtxkX4PAABYZ/4Ohrizs1PbFy5oye/XxJMnaszPy9doaO3KFeUnJ+V5dy/AgjHuoa2tzeT4LnMNo9FoNLSwsKDDw0N96lOf0sjIiHp7exWNRtXf36++vj4DwYldklQoFMwkAncx1AkbGxt68uSJNjY2lMlkFI/HTSrqumUODg6aM+z4+LhJ9BnkTQ8eewe1CL1BSJF5hs1mU/fv39fc3JzNS5yamlI8Hre1QUxyzyJyt1KpZEAXksDDw0MD/Lu7u02lQ181kj6cVDFycPvukCVGIhErJt1eS9juoaEhc2f9YdczFzMrKyv60pe+pK985SuamJjQF77wBf2P//E/zvz92NjYs77c38qFbOpZru3tbf2v//W/bHNevHhRIyMjunz5smkpcfMJh8MaHx8/k0Bw2EAbEmQqlYpisZjq9bod/CsrK9rc3LSHDILvonObm5u2kTjMmd/CIQUD4yKHJEEcYiy29vZ2FYtFbW1taWpqSpLs/TKZjPXukOR0dHRYg5yrIYV2ffz4sdbX13V4eKgrV65Y34/rogECgrVse3u7WVBDjxKUcLlKJpNKJpPGfE1NTSmVStnrExCRXMCM0EBMf040GtXq7KwurK/L12yq4fXqbjSq3ncPy3Q6LUl2GIHIYZl5dHRkfU31et3m8uAQFwgEzgRrmAVkZtvb29b/cXR0pL6+Plsj3OODgwPNz89rdHTUfgYmgoOEv6MYPj4+NrYRWZ07XBIjhGazqVQqZZpTn8+niYkJxWIxPX361BogSUCQS7RaLSt+6/W64vG4WUcfHR0pGAyqXq9b0Lp7964kGVOFC8nExITu3LmjtbU1MxVgpoDH4zH9bCKRUDgc1u3btw0Fbm9vN8oa+r/Vaml0dFR/8id/om984xuSZAzUB70ODw/11a9+1RKuK1eu6KMf/aikU7aB+80eB/l2tfskugRpknjew+0LIAF0JRwc5K5RhSthAsGnwZy9yXvDtNJ/50omXUbDdSp0Z2exnvl9vjemBTAVAB7MXeK1QYfdfhW01vSIwP7weo1Gw9g5tOnRaNRiHxLAw8PDM4wK/80BLJ1t0P9OT49e2N5WW6ulhter9KVLCulUQkehTuJAvMIy1e8/mdjNFHeKSJ67dJq80evInwE4YXYA8+n2/KD35z67a4nnSMJI4UBCSrIpyeTPsEbsC9Yhv8/zcWUjLvPF+7mFkfuzvK6rKEAyBqtHgsHz5v5yZrmJsnv/uXg/mBe+G3vinXfe0e3btw0Q+DBmTFWrVf3+7/++dnZ2NDAwoImJCUUiES0sLNj9pecUtQXM5ObmphUgGOQ0m02NjY3p+eef18zMjFKplB49emTJ/Pa7k9yPj4+tXxPlw+rqqmKxmO0jznRmtEg6s9ZIeAEX6PVEOnZ0dKS1tTVjWZAGsYZ4tp2dndbvCmiYy+XOMISu3I8ig3/j3Mo/Dx480PDwsM1pY590dXXpwYMHZloUDoetaZ04yT3r6Og44yQJAMD5AUjDMNa+vj4rkjNXr2p0bk6+RkMNr1cLExNq93hsTtH6+ro6Ojo0PT1tqgaYa2RjkkwFQ3Far9cVDAaN/aY4BTDu7Ow80x5AvOe5r62tWYHi958MrSYna29vt+KDdgB6/aLRqH78x39cQ0ND+upXvyq/36+Pf/zjBr5SXLCf6bEFpGT/raysqFAoaHl5WW1tbSa3xyqa3I39xp7kmRP3AbL9fr8VbIlEwkaP4A57dHSkxcVFZTIZ9fX1KRaLmbIHCSAMIoXx2NiYZmZmFAqFDACuVqt69OiR7UkAox92PXMxMzExoX/yT/6JvvjFL5r8ZGVlRdIJjfWrv/qrf+cyM6Riz3INDAzo3/7bf2vWyJubmyqXyxoZGbEDDumM23zXaDS0ublpSebMzIwCgYBqtZo2NzdVr9eNUdne3rZkBPvl4Lu6bpKIubk5Xb16Va1Wy5BI0Ag2BDKNsbExswROp9PWFzHoTFk9ODjQ22+/rQsXLqizs1Nra2tmwXfz5k0LbBQpIPWga8isWLgErp2dHWNQcA4jYYvFYgoGg6Z/ReqWSCSsKKnX61ZQELiGh4fNZczr9Rry0Wg0jCbnniMFYDjU6OioyuWy9QQNDQ0peveufM2mmj6ffI2GbuRyyrzLYLnzHEAskOPAYIC8SycSRRgBCi2KFYZb9ff3a2RkRNVqVYVCQXNzc7p27ZoVRFCuW1tbevTokWmM9/f3VSgULPC1Wi2THNBTlU6ntba2dsZtRTpJRkkUOMCKxaJqtZomJyetWOSeYb/c3d1tza7IyUi2KLBB0emzocmwvb1d+/v7evTokXp7e81m98mTJ9rb29MLL7ygaDRqluLSiYxrcnLSGM5CoaAXXnjBmjSxZB0cHDR3IZKfra0tSSd0+fT0tK2jVqv1ocyaGBgY0E/8xE9YkoRU0kU+3XVC8snheR6VJkGkyKH3jgOTwp5kDTlptVq1w5vkt6OjQ6FQSI1Gw8ABEhGMSUhQ3IOHmCKdgBbsKQplDhCKJg4Ht1+BA8btvwHd7ejoUC6Xs2SchNct0jiQSW67u7ut2Kdg5lAPhUI2HI2D1S38QJ7dzymdJvNImXjPV2s1tUmqezzyN5u6trWl5elpK9T4rPzT19dnA4HZX7BS9CHCTvBsSSKRccLu4S7nyrdcCRuoKQUBklZYIvayWzxR2MImu4wSv8M9YG3yPhhC8Pw4G84XZ+fXudvPxb0nRvJ3zWbTkl4KMpdlcWWMLrpPDyG9XLA8JIYk5KxRSbpy5YomJiYM8PujP/qjD2Xvv/zyy/rmN79pYw86Ozv18ssv2/fCXh+ZC31/KCS4Bz09Perq6tLs7KyBSxsbG/L5fAoEAnavGSRM0z1ys83NTW1sbGhqakrDw8P2rGHlARX4XKwHt4ePe+0yusjUibEkwfxuuVyWx+NRJpPRN77xDZN7j4yMWFEZi8W0v79vqgrOHNbC+vq6zeDDBdXtv+T5Y45E0g/gWiwWtbu7q5dfftk+H3kGa5x7BbCAcoK4S59f7N49AzB9zaYmFhaUuXrV2L6enh7VajVls1lTj/AZGV9AHwpFEsD80NDQGZdL4hD3tr+/33plq9WqMWPr6+vy+/2Kx+OKx+NqtVoKhUIGhpLnkCd4PB4biBkKhRSPxxWNRvX5z39et2/f1pMnT5RMJo2VkU4AWQqSgYEBra+vS5IZCxDLR0ZGNDs7a7kNAChAE3sRYMztezvPspM/IMkkNhYKBRUKBb355psqFou6deuWne0u8+oqK1zpJSwc0uORkRH96I/+qI6OjvTf/tt/Uz6f/6F7+280ZwbHMhBd9zr//38X1/PPP68333zT/r9UKun5559/z58F8QMJITiALoBCSrLDkCSMYCfJLHTpM9jZ2dHa2pra2tqUSCRMLiLJKloODIIIRU+5XLZA5PF4LFk8Pj7WlStXTJrDHJNarWaF1NramnK5nPXn0FsyOTmp1dVVrays2GcmOaIXBYekXC6n+/fvq1gsWtFEsB8fH1c8HtfMzIz1iwQCAdNQwu6QENO0TrEBjUslT6LTaDS0srJiqChyvqOjI9MNu88AVLKnp0fxeNya8AafPNH0/LzS165p4/JlBd58UxcXFtQWDKptclJdXV2KRCIm6+ro6LCD2u/3a2hoyOb5hMNhTUxMKJPJ2OFFAOrq6jI7ZP5hnsTS0pK2trYUj8d1dHSklZUVk6RhyDA5OWnBiMY6hkUmEglD6iQpn8/r8ePHdnCura2po6ND0WjUipze3l5DtHCKItAfHR1Z0K1UKlpcXDTNPoGDYgrtts/nUzab1erqqibfvW/Hx8dm7Z1KpayQ/+QnP2nBraurS7FYTKlUSm+88YbS6bTy+by2t7f14osv6sqVK0omkwYUXL582Zo7cQJCC81U+O3t7TPOVCT/H/Ry5WSSjPkD6XKlFG5y6jYkE/DdZBfZGMUke82V8cHY4vZHAkPSgZSKYokDj7kPvDaJI8wwn4EDg/dEHw6qjTzUlTC5yC8oH68JU9RqtZRKpWx2w3mJBCzSwMCAfQ9XYkaRgnQAoAipl+tiBbvJ/SYGujIkiohGo6GpQkEXCgW9E4tpaWpKz+XzmnzyRPXubm2MjNizBJTo7Ow0swcO7d7eXjvs+dxunw3nG4AK84FAsolXrA3639yeEbdx2l1HJJru+nTldpLOWE1LMlCKwpICwWUDYVZ4fQpzl4EBwCF+gOpyPpHosJ7dRJJincL6PDvk9k5xn5H1uIwVRaBrkEEh5EqdPgwDAM6UqakpY5avXr2qQCCgN998U/fu3TNWua+vT5lMRt3d3QqFQkqlUvYZkJ9TeHCOur13MCSuyiIYDNp4BPpn3GHdkqxQdmWZ3G8KUu4PwIPX61W5XDYJoyujpjAtFotaW1vTvXv3tLq6aok47BFrplarmQzI8y7DEQqFrDf48PBQf/mXfylJphRgSDRAAYV/vV7X1atXLe4T+3K5nEZHR00ujzsieQUAEyoTin8kUBR3kcVFxW/f1tqVK1qYmNCldFpj77yjene3Hr87MuPixYumWOns7DSZPHHSlbVFIhENDg6aEyPnDhbMgEe12snARxwf2QdLS0u6ffu2Ojs79ZM/+ZN64YUXzPlVkmKxmIGUgKwu60Cxt76+rmg0qlgspgsXLujhw4f6wz/8Qz3//POKRCKq1+vmroujKSDx5uamDdyGjYI5obBgPwGSEXMouDGskGRnO+AFMX55ednAk52dHe3u7urq1avKZrPa39+3z8G64Kxg31PMUChCBADqkje9+uqrzzQs+5mLmV/8xV80W7b3un7pl37pWV/qb+36zGc+c2aw5zvvvKN/9s/+2Xv+bKt1Yv9WKpXU19enYDBohx2V+IMHD4wNKZVKCgaDajabWl1dtcOa4gH5BM3fMDUkovl83jTlwWBQwWDQkra1tTUdHBxodXXVfLgHBwcVjUatiWx3d1flctkmvkNZLiws2BApGsbRePb391u/xMjIiNrb240CTSQSZmMMqrO8vKyHDx9qY2ND3d3dunLlimZnZ5VMJjU8PGxyKxgLJFuYFkABc3C1Wi1rPovH4xa0GJqHhlySUdBsbDYArAdo5sHBgTKZjDE63Jv9YFDeGze0e+WKmsfH+kq1qosdHYrH4xp9Vw5Gfw4Htc/nO7OhoISHhoYMbXT7ANhcJJI+n88KP74H/UDIBrlfIyMjmpqaskY3CjwOMKZF47Xe3t6uVCqlTCajhw8fWnIlnfb3ICNBpsNrgrSSbOOCk0wmDZmr1WrWfI12+uDgQIuLi1aAgaqTWHZ3d9s6xmGlvb3daHSYpng8ruPjY124cEFer1d3795VW1ubJcNIy7Aej0ajdtiBIIPqZbNZszLlzz/oxQFPwkjvGPueeyvJPhMIldvEjgQLZBzJU3d3t/0ccQIZCY2c9Atx32BZCOZIPaRTaRmvQZLNumSvS6eDy/iMJLromUGjaQjmPoRCIdvDJElu4dhqtYyRKxaL9r4k7vTAoOHmddy+AA5H7g33jeJ6YGDAigdXTuP1em2/Usggv6nX6zoaHdWDel0rQ0Nq9/u1PD2t464u5d4d3Mp+4lm4qCPMIwUJ943vzH6mwCkWi8aySKdzXdzGZQpMCspGo2GsD4knRYbL7AF6uZJDJFr0mrA/uJ/cK/YGiR/sGPeRJJs9yrMlVrhSOYpE1gavzb9JMnl23CeXPXdZHhIYYhP7gHXNnnaZT96P4tU1C/igVyKRsJ6Ner2uTCaj119/Xd/73vfUarU0OTlpPYUwFsPDwxoeHrakmj7YQqGgzc1NUxVwnh4eHhr4xeBtWA1kSx6PxxybGIb9XuYZbmwhaWaNuvcQ50HknYVCQQ8fPtTk5KTa2trMZavRaNgcnEAgYDIzEtmHDx+qXC6bwcHIyIiePn2q+fl5c0Gj+KnX6zZvLR6P23ekt3VwcFAjIyMWqyiqSqWSxsfH7ecWFha0srKiwcFBTUxMqK2t7YzkDWMSzjJi4frQkLwf/aiqly7Jk89r69o1dUejOg4G1drcNBCIPkC3Rwamm7NbOrXDp7Djc1MYsrfYL5VKxc5wZrpxz3hG2WxW29vb1rfD4M/Z2VkrShlj0dnZqYsXLyoQCMjrPXEJnJiY0PHxse7du6dqtWqDpb/2ta9pbGxMV65cUa1WUyqVssHT588lzlNYRfrZADNYRzDqFMUAEa7BUCgUUrlc1re+9S37jL29vZqdnbX8CCOFnp4eewacRRsbG1pZWdGVK1cMBCF2uewxVtnT09N64403fui+fqZiZmVl5a8tZKSzls1/l/0zv/Zrv6Zf//VfNyncezmZSbIDRjpZbJlMRqlUylB3KnGcwUA0Ozs7NTExYY5NyBKYcUKfwNzcnL73ve9pdnZW/f39GhoaMuqZxFg6KQQymYwKhYKazabS6bRWV1d17do1jbyLKuLuxDRal70BBfL7T5zGKBpGR0cVDofN5s91JgKxx6edAEzy1N3dbQUMjWwu0sLipBBE9oZcjqZJ0CokJM3miQf7o0ePND8/r4mJCY2Ojur4+GSoZbPZtFk4kkyvXKvVND8/b8GeIEJRUCwWT+b/BAJq7OwYgvSNw0O9kMkoPjVljcMEHjSkBCyXoQMdgTlzpVuHh4fmXEYDMkl9JBJRJBIx95lCoaDR0VGtr6+rWq0qlUrp0qVLZqhAond8fGxyoJ2dHTWbTWuGv3btmjKZjBWr8Xjc3ttFbQcGBpTNZs2Pf2RkxO7Tec0+PUyZTEY9PT1KpVI6PDxUPp/XkydPlM/ndf36dZsfUqlUDDlbWVmxA54eKDzyR0ZGLCFhgCbSShcJpnBBF44jC+hwR0eHSc+Y71Qqlc6wCB/kcmVVIGONRsMQJmb8kHRwGOCEhwRCkqHj0POSjPbn+ZBQksSxLw4PD+112Mskv7wWfwaTKZ1KrihskInCFLi/T9LKZ0Qy5iZUrB+XCSKZBhXmwBkZGTEGxU1kzzfoM7+CQg60md4xDi+QZVhcilbYY36fQ84tgrg/jd5ebV+4oP532YBaraa5oSE1Dw/V9m5hQTGAHIw4yp8hs4VVoAAgLgwMDJhtP/dfOnUKOzw8NEnL4eHhmUOetePGbZIxN2HicpkaYjf3xS1QeLbcDzcJo3hxmSF3HbCmpdPp6TjWEef5DJx9vB7FCgUPa4OiCDcrkkYXGHDNDFhnzWbzDEPnPluKTX73g17ETor6w8NDZTIZffOb39Th4aG6urp0eHgy+y0Wi2l0dNTUCC57y/3BTRIAhH4UWDWKMearlUolK3pGR0dVrVaNTWOvudJO1iEN/KwBPoc71BaFRKvV0tTUlLLZrHZ3d809DRY4EonYbDbOZ4yTvF6vIpGICoWC4vG4sRK9vb3Gpu/s7CgcDqtSqWhjY0MjIyPGZLG3yuWy9vb2NDY2ZioCQFyYl3q9bgVlsVhUW1ub4vG4jT5AJsWUevIIlBXNZlONtjYVwmHpXclZvV7XzpUrinV3a9/jsVjjqm8ApXgtAA9yM2Ibl9frtX0MMMSgcYA9zlSPx6MXX3xRnZ2dBk6ypyKRiI2a2NzctDOSPQDAOzo6qmAwKOnkXKhUKiqVSvrYxz6mcDhs5gCRSMTcwtxewmazaTkbBTHfh+/vFmvEPUmWv/j9/jOFNvJFpHJra2saGhoy4yZiNWfI8vKy+vr6ND09LY/nxFimUqkok8lodXVVW1tbxtbEYjEDjIjffB6cIJ+FlX2mYuZLX/qS/uN//I/PGi/+xj//YV6f+cxn9JnPfOaH/hwPkDkljx8/tualeDyucrlsTjsg9RzY09PTGh0dtQMwm82qUCjI5/OZc5jP59P169d18eJFJZNJxWIxaxzEPYgFC/JdLpe1v7+vaDSq8fFxY1/QnJOMpFIpa6BFHrS/v696vW5MEU2sBODj42NL4DlsCTokq81mU9evX9fBwYENfkTnCnU48C5129HRYfaGIHLz8/OKxWI6OjqyIZZ8H5KQoaEhk8whTYnFYpKk+/fvKxKJaHh4WK1WS9lsVkdHp4NEoWZBeKQTKeH6+rpZBXI4FQoFQwZA4GlUA2FB047MLBAImCsRyReNdX6/X6VSybS1HLwEBxo8QTR4r42NDW1sbKi3t9cGnVIMURiCam5sbJj0LJfLaWRkRGNjY/rxH/9xSzoHBwctgSqXy8Ya1Go1PXjwwJDn+fl5dXd3q1KpKBAImIc/hyRGEKzFSCQi6aQIoZkV9JoBYSDyHo/HirOOjg4VCgXT9ff29iqRSBj9jv4Y7TGMDwlYX1+f1tfXtf3uVGCKc9fthz1JgvxBLxI9EF8OTpJDEi2SJ7cHAlbkfIM998pt6j7fP8BByF4lkUf3zGsQuF3XLApDlxHi70h0+ZywA9xjigqYl/Oflz4w6TQxPl98gMRiAX+eJaMoYL+4z4p1jrQKxNWdKUChR2FBciGdzLuCcSJ5dg9nkkuSbfcwpKmaWO32L7mMx/nk391X9Dt6PB4raF2p3+DgoCVsJKVuQztFBsUmSSkJKc+bNXG+/4RnAHtHoeQWMzAdbqO/+4xcdN9lffhMBwcHJhVx7x3gAwmFe3/cooQC6fj42Ho3AMAoEpDEIL9yC0ten+/NWqZn4sMw/pBkskUSe4xOOAc+/vGPmwkQPZIU/xTtxBBAAIpN9oVbcBKns9ms3n77bQWDQc3MzJgcC5dL7qNrTuHueeIH8j2AF84k1vnExMQZE4unT59qeXnZnCunpqaUSCTUbJ70qBwcHJjbJN8BgJJinDOAtUzPTXt7u+7fv6+7d+9qdnbW4ltvb6+WlpZ09+5d3bx50wqmSqViEiW3v5MB3o1GQ4lE4kw/LixQe3v7mSKavQXYQWzBPKe7u9sGfRNPXNt5ZLaARyTkrAPAAfYPBT3GKazNQCCgkZERc8GNx+Nn5hflcjnLndiDfX195mw6Pj5uvc+Li4uKxWIaHh7W8fGxFYQMkOzv7z9xb3zXApwzlxhG8UHccgswzitiCCy5K6HlvmBowLxAcg/WAIYJ4+PjZnGOoRH3ZmtrS5ubm0qn02b5nMlk5PV6zfSJvjQcY8lv3TgI8P6hFTOf+cxn9O///b9/phf8+9A786zXysqKotGoarWaJiYmtLe3J5/Pp0ePHung4ECXLl2yRt4LFy7Y4UExgIYfDeTw8LCy2axu375tEpLvfe97+vSnP33GxYhkYX9/X3fv3rViIpFI6ObNm9rb21MikTDkY29vT9euXTMqGnQDORsbi6AcDodtqCabCNo7FApZIgSS4/f7lUgkzBkMTanf7zftJGgVCavf7zdWRJLS6bS++c1v6rXXXlMkEjEkXZJtYLTI1WpVmUzGHMRokNvd3dXW1pYlb1CVfX19Gh4eNuQWdIjJwbVaTQ8fPlQmk7GDr16vKxKJKJfLmdUhwZmGZdBegiIU+Pb2tmlzg8GgarWaMSI0Rfr9fnMZ4zNRyKysrKjZbFrT/Pr6ul599VUblkUgPjg4sMa2zs5OpdNps1Ym4e/u7rbhU8Vi0WRoBKxwOGwFBUkCB3+z2TQLRSQ8FFGsA/z/u7q6FAqFlEwmjWECjUVak8lkFIlE1NfXp42NDeu1wZ0qHo9bgfD06VM9ePBAIyMjCgaDymQyxiziZb+2tqbZ2Vn5/SfufjRht7W1mVc/DfHBYFAHBwdnEOwPcrnuWwRPDiC3yOR5wXRIp9bOFNS8FoUyByUHhhsT+XMOBuYoucjueeqfQ5dCheIa/TPrmMul7dmDINLuxG/2AfInDnQS+fPoPz0SFNT8nfvZaNolCaVAYKAuUgNJVpzs7+8bu0RB5MoPeH3387gsBwySq/mnF8xFDClIXSkWxQd/DwMAWs6zdBvu3WKYAgFZGawOxQKHMs+IniOSeD4zcdJNOvhzkgXe111XJJDuDCAYL37XfX/3DGeNYRwAsOX2YcDCueuQNU/BRrLNRUFSq9W0tbVlfScw/ZKMJXfnfrFG3ULJdT5y1/j7vUDZt7e3jX3P5XJ2Bly7ds3mXLhFBGtFOnUq5LOz546Pj43BRjXAmqMnE3cnWHiSw1KppIGBAVtfgGYk4fQ3EotLpZLZ5A8ODhqAhNXu4uKitra29LWvfU3lclnj4+MmJSXWer1eY8Xb2tosrnB2uYwYnzESiZiSY2trSx6PR/Pz8+rp6VG5XNbjx481Pj5utvq9vb3mkMmg4tHRUZPF7e7uKhQK/YCsDrdM+palE9AXlpEihz49Bl7zPKVTww+ABAAjznz+m5489wIIcOMcgHO5XFZbW5v1OSIbxjDp4sWLNjNvd3fXWOdisWjAYqlU0je/+U319/fbexSLRcshXDbcjamlUkmrq6vy+Xw2h4/vBUNHTEURtL29baAV+5P8QpIBd8jnyEvK5bJ8vpPZfjAnMCXkQ4AhxAtJ9vyj0ah8Pp9KpZLu3LmjYrGo0dFRJRIJRaNRU8Ag5yRP5TNRhAFy/rDrmTKD1157Ta+99tqz/Og/mKujo0MzMzNGXfp8PkOQQNx5SOgZ5+bmdOHCBYXDYUsoQQsGBwdVKpX0zjvvKJPJaGZmRl6vVwsLC5qcnLTCABQABCASiaharWp0dFSpVEpdXV3WO4NzDtIU+j1APPldgiJNlfl83hIISbbhCaJIpRgihcYdOpnijuYw2I2Ojg5z3aIRXZKhk1DdLEQ8xH0+nyXBJAy9vb1aXFzUgwcP1Gw2NTw8bMkuiDRBAFmWz+ezfh0YDgq0zc1NQ8E8Ho+SyaSmpqZsMJbP57MmfBBhJtVzEWDRwfKMQRphN0i2XF96F40rlUpWiFy5csWc8EhkSGJA0NxDKZVKaWxs7IxUDwaR5nLQrVarpZ2dHT19+tR6kwKBgPUzdXd3Wz+K23Dt8/nM5/6dd96x5sFkMqmhoSErEN0ABdLl9/ttKnGjcTIstVAo6GMf+5i5CbLeUqmUlpeXFQqFdOnSJXP5ol/j6OjIDBNci2/6f1z7SNbNh9EELJ1OUUd2yIHlJsWuXaXJGpwDwJWd8HtuMeA2L/N7DNGDJWHukcuguAUR6xLE10WG+VmCPgkgf8/PIHNywQVXg+82Z3NA8RkAFkh4XOmX63yGxKyrq8sOXrcg7+7uNimu2ztD8oq80O3T4d5TEHAfSejpuyLpdVkkHL3cQo/nQVHEOidpdAsX3qvROLGKJv5RLPAczhev5wtLt7BBRkQMYP0Rz/n8bp8K64a1SFG1v79v5jHMs6KHhYvn6CZm7j3FJtVFwLlvJPeuSYPbv8K95TtQXNMHx2fEEQ21gCt3dAtKSbauYH+IfRRHH8ZFcVAsFs1p0uv1anx8XOvr63r69Kn8fr9JpoiX7lriDCbxhJ0nGSRZpJ8Jh8qJiQlbP5xHmKusra1ZAzRSToAd1qPH4zHJLfsFI5xIJKL5+XnrR/jTP/1Tc3alD3hra8v6Q4gd7e3tZwA+v99v8ldXjnp8fDJPBtODbDart956y5jYmZkZ1Wo13bp1S8lkUouLi5aHEH/a29uVSCT0/PPPKx6P61vf+paePn1q4BrAhDuQnDVEIeNKvg4ODuys5rzr7u624hnAyXVExMKemC3J8iv2JGAHBTkxqdk8MaXJZrMaGhoyVQqxZXd31+5Zs9m0nIe+3Nu3b0s6YZqHh4f13e9+Vw8ePNDQ0JA2NjZMqgew5Urgd3Z2bP8PDQ1ZbzZ52tHRkbm2kZOSV9y7d89yVVeyJ50CD6wFnF3r9br6+/ut7wtTBxjJvndn9/G5iAUMuMZIBlZ9aGhIU1NTZxhOeo1jsdgZuTaGAK4Dp2vK81ddHw7M+Q/wyufz+uIXv6iPfexj+tSnPqXt7W2trq6qWq1aA1o+n7cemePjY1tE4XBYHo9H6XTaAt7BwYElhi+//LIt6B/7sR9Ts9nU1taW6VJ3d3fNYnBsbMwWYzQaNWu6hYUF+/ObN29KkqF52Oqx2Ov1ujXtP336VH19fdra2rLZIPTqHB0dqVQqqaOjw9AZnNmwOSQxoerH75vEBnmIJCsKkMldvXpVvb29ppckcWHhF4tFKzag+4+OTmbAcH8Jjj6f74ymmaGAyNJIRhnc1Gg0NDg4aAUaLnaFQkEXL15Uo3HimoYMyu3j4R4eHx+b2QBORCQj2HEj9QIpJNkgkd/f31ckEjFEZn9/X6lUSltbW3r8+LHy+bxJpgioBNtgMKje3l7rt0AG4DZGIw10JQIkqvF43LzkkRBxcRgQgLm/AwMDWlxcVFdX1xnZ0u7uriUqPN9kMmlMJUG7p6fHilrkjq1WS2NjY+rs7DTGj+SL92lvP5lBBBoYCoUs8MFgctXrdf3FX/yFvv71rz+z9fpfd1UqFX3lK1/RpUuXND09bfdHOp1Szv4lgPN3SIlcVJrkBEQM15yBgYEzjAKN4RwQ55NiV1bkIvTSqTTObRgngTzf5+J+ZpKU8+i/yzi5kifei593GSu3kOSznmd4SCh4bQo7pBWAB6xPCgH2It8D+QPvCWsDu4k8BNQeORNFDWsWRpx4Q0wiWcchkoSOWOD25XBfiY1uYYPkx5WZuf9mXVEsuc5mMLwkcfw5z8l1HqJ4dO2XiRPne7pgU9xn58q3uM8wWK4DGmyTi9aSgJPs8izcQph7jASQonZ8fNwS/VAoZL1dJI/IefiOFLp8VhqfHz58+KFIzfL5vH7rt37LgC5JxiwvLS1pbm5OgUBAo6OjGhoaOmPywTqkaOSzuj0IFDkMIaQPo14/neGFUxPrB1aBwv/w8FCrq6tqtVp2H3mWqAa8Xq/JmQ4ODrSysmLqBLfv6MaNG0qlUhoeHjYXwnq9bmM1AC9RX7hqD4ALGAJXtkpOgskQYOPh4aE18nO/YClg55g3tr+/r29/+9tnAE/yCdYI56NbKAOq5XI5vf3225qamtK1a9ds7bmyQVg3ekVZb8Q/Yq0rQwUkzGazymaz1m6AxHd0dNR6k4npfX19dk8lGYMej8dVKpXMdRRwhJjy7W9/2/qbYLcZE+H1eg2gPjo6UrlctpYDj8djMmzplMlxZ1xls1ktLCzowYMHJpG7dOmSFePE2mKxqHq9bgZXzO9DRue+H+ed2zfGmQ2L5p49xEycTqVTQwRiIPkezDUgM6zfN7/5TTOj+Ouu/2eLmf7+fv2Lf/EvrLl8d3dXS0tL6uvrk+fdxjF6V8bGxlSr1XTv3j2bZCrJ+mBwxpiamtL8/Lyq1apNOQfplnRGI0xVSwBPJpOW0N24cUPf+ta3TJrBNHTpZNHilAX1vL29rQcPHujy5cuanZ1VqVQyFzCkRQz52tnZ0ejoqGKxmC1o15a3t7dXqVRKyWTSKNtisahgMKjj42OTgdFfUqlUtLy8rJWVFXV3d9tQpsnJSdO/lstloy2RFiUSCUMo3QQ7EAicsRAE2aJ4Qy/r9/s1Pj6uYrGoRqOhWCymra0t5fN5bWxsqNFoKBQKKRQKGcKPLSMzS5rNpg3PROON9hN9NwdDoVCwfiGC5ObmpiTZhFrmvbjFWCKRsGRid3dX+/v7FmDRmLJ5BwcHrehF6rS7u6twOKzDw0MtLS1pcXHR5AQXL17UlStXzJmHz8vsDhJpvuvOzo6Wl5ctYW5razNHPww7WKvcM9DHVqtlvQP0UWEnijyiVCpZAz0NhDxfnpsr+yGp5GfPJ/7VatWSq09/+tP65Cc/qV/+5V/+wHu/u7tbn/vc5wzhc+UtFCrS6aR6/uGzuHIfklqkArCeIEkk3xw6JIXIvVx00G2axuaX+0RS6eq4XVkVMiMKDLcHx+3hINHn+7mfn3VCccTacdkKTDmwoSUh5CCmJ8otpOm16e3ttSZZEmMuF5HnkOaZsB5gMCgSXItkfo7izi0mDg4OVCwWf2C+i4sSguxKp7Iut0h1CwtXZ4/enfhKcQZ4wDNxmRu+L2vGZdwoJLiXJP/EDmR+mJdguMCzdNcH995lFNz9RTLDs+Zz8Gd8F9gMCj5X+sSaAAQhyQHhnpmZMXMXnjGxzec7NdLg795Lanb16lVdvXr1Q5lj19XVpY997GPq6OjQ1taWOTr29/dreXlZq6urtl5HRkas8Z4eso6ODmOM6AMCTSbZIyaSWEsnvTqAUtJJwkeSH4/Htba2pocPHxrTT9+CW0xWKhXrdzg8PNTly5fVbDa1tLSkSqViwxiHhob0z//5PzfgZ2xszMAjXtvtzSORdBUGrVbL5GwABKw7kvTLly+rVqvp9u3bWl9fNyl0vV633p1Go2E9qKOjo2pvPxnm3d3drenpacur7t+/b71E9CvTfwHbyp6huOvu7tbu7q4WFxeVSCQ0NDSkRqNhbOX169dtPedyOVMsMMjb7fdC6kvrwOHhocrlsjKZjKSTHljObEyfiAH7+/va2NiwXsCvfe1runDhgiYnJ20AZKlU0vHxsRW5nZ2dZhxA/3Sr1dL9+/fNApzYi6EMg7RRSZD4Ay6zrgATANk//elPa3p6WrlcTl1dXTZnhnOhVqvZfj4/AgNGmXUC88szIafs6DidxUjfFbJLV9JHAZPL5eTznQ5lBlyiIGu1WtbndevWLf3pn/7pD93b/88WMzTpgyaXSiVr6mfCamdnp+LxuPmO84B4MCQs9LLEYjEb+tTV1aW5uTltbm7aRHu/3698Pm+DLvv6+rS6umr/DU3d2dmpVCqlp0+f2uHj9XrNUhcXKUnGukxNTdlB5/f7FYvFrKABdavVaiZVY5gRqEU4HFYsFrPA2dHRoe3t7TNsQV9fn2q1k+FTuGQ1m00tLi5qc3NT/f39hhy88sorunHjhulMqdwvX75s0jGPx2M0P4gAyQMIClQ6xR8BB1YIWpbkb2BgwJ4pwaNYLFpRWa/XrUhcX19XPB43FGJgYMC0zVDEoOcrKyvWs8H8AVgggio6YaRgBLzFxUVJUl9fn02Slk5tUdFkExgfPXqk/v5+a6DH8aVararROHWFGRoaUiQSscMHNMxF3ZEzLC4uand3V/fu3VMoFDIJAzJCUD6Qt3q9blI3KOFms2mHFr0vHFZIhUgKOXhBtAnmrDESJTfR48AqFouWJHs8HnO44/0+6EXSTu+bdCrfITFhH4BAu43/LvNxXv7C61BgkLi7phFuosre5H5ykMJwuYk3CDfFB4UTg/24p64cypUJwUaSnLjMB2sIlM1lXvinVqvZIEHYObf/BnmEmxxRWMACw44ALqDPP/8dkRS6LAloJYWCO+ztvPwQwKjVahlrgiTNfU4c/PRAuM+DzyOdyhDd9SrJ7geoqaQzhZYrUwGQQd5GQsV7YA6ABJHin/eHbaKf6zxLwrPgffj+blHK/aNoIkF0ZYwU7SQynZ2dlsTxrF10lmfkyndcaWJHR4etOWQsFJbYCLO+KGh5xnyG88zg+70oRlqtljl6StLW1pYBb/SqwipJss9MEch3o7gHQQfgoVhwe5WIdxS9bk9buVw2t8iPfOQjxuASv6UTsxvYnidPnmhxcVEzMzPKZDJqb2/X+Pi4hoeHNTIyogsXLiiTySidTp+JmYAm2LnDxni9XmM9cF1jv9Of4dr137t3T5LsDILhYPCmx+PR66+/Lkm6deuWjo6OLL/KZrN2TwEP8/m8AZMbGxtKJpPq7++3s4jPjK080v7Z2dkz0tWjoyMbQYBUijWVy+XsLAEkJX53dXUpl8tpZWXFihsKzqOjk+Hm3KdUKmWAhs93Mvx0bW1NMzMz6u/vVz6f15tvvmnOXc1mU7FYzBj5Wq2mSCSiq1evqlqt2n06ODgZNA1o4LrMEb95lsQPd0gqzCAsbX9/v0nUYVRcJ02Yx+3tbQMPkfTTSiGdSntdgIk/48wk5iAD5HV3dnbM0pxzi71MQYWEjb3C2V8sFg2cfhbjn/9nixmv12v6dZr2SD5HRkYsUDWbTZsez4wXCoFyuWzoDbT95cuXtby8fAa5zGazhsDTdB+JRBSNRs25AxnW4OCgIbfBYFDFYtFcQHigFALoktFCxmIxQ4IrlYq++93v2hyPeDyu2dlZm8Sbz+cNOWEBBYPBMxrZer2u4eFh69+h0BoeHrahYSsrKyYfGRgY0Ntvv22ObixcegNgLTAlgIWp1+vKZrPWs5NMJuX1es1FLpfLKZ1Oa2Njw5DIYDBoDY3YitZqNWNCFhcXDYno6OgwLXQqlbIBeSCD9BaFQiF7T96HXonNzU2trKxYA6ObxMK27OzsWOM8bA3uKthtowdua2uzggipC84lFy5c0MjIiBVosEQDAwO6ceOGNjY2tL6+bgey27vR19dnDYmlUsnWFc5zly5dUrPZVLlc1srKirLZrC5fvqz+/n6jdmHypJP5P6Ojo7beBgcHVSgU7BlSpIJyer1es4Tm8zFvCeYTRz3Q3EajccZWkl6o9vZ209dT1H8Yl9tDQGFGYKZniiQTVsKVFbnIvyvTamtrMzcWJBIkiEjsSDopZNzkmT9zmRGXXQHhAlGnmNnZ2TFgxXXuchuIKTLRfRPD3APKLQpcmRX3nqSCpM6Vurryt/OMCgk1n4N7DfrLs0AiR1HmHtJ8NjdRJo5zX5DHknC5UinuGYkkPT6SLGFE/gj67bJa0tkBohy8xWLR2GvYsb29PduLMN4k7PSNsX9cIMdlzAqFgslvMOLgGcAK8Hyx1QYAcpk2t2jlM7uFDJp80FeYEnop3CF2JFPn2UHWC6/pXq4Ul//nYm1QYIEKn5dN4sL4YRQzWBODuEciEest8PtP7JIbjYYeP35snw2nJRJB9g09ohRq3DPXYtyVayKHhFnY3t62ZvWrV69qbW1NyWTSnjUMZbVa1cLCgrLZrFKplAES5XJZN27c0JUrVwx4c+8V88fcPoR6va7l5WVtb2/r1q1bajQalt/QYP706VPl83kby4DUiELUlbbS18s9glXc2tpSrXYyy2xtbU3z8/M2P4X1xoyvSCQir/dkirzf7z8zs41CGrS+Xq9rc3NT9XpdW1tbBvBJsv03ODhohbYLpPT19alarVrfD/kO7wVgevfuXfX29hqjtbW1pdXVVTsL29vbbR3s7Oxofn5ewWDQHMaQ+ddqNQ0PD2t6etr6TPr7+w1A5DlNTk7aoGqPx6NvfOMbmp2d1bVr1wwAJdlnPRGbkIlyxsBsEkdmZ2dtDTDLDskr4M7R0ZHW1ta0sbGhyclJjY2NWY7H+3BuAKRTELpnF0U974MRBvECgIq8Gltsziqv13umb31jY0NPnz7V+Pi4scB/3fXMxczf5eyYv40L/3TkMyRRw8PDZ3SqTIp29YAkWbgsuNKcVqulixcvGv0H6lgsFo0uBAE8Pj6ZtYGPOIh2q9VSf3+/UqmUJQQc8LhEEDRBizs6OuwgxVkMHebP//zP68qVK9ajwGdBM85rSTIjARzWkBp1dnZqZWXFkuKuri5Fo1EtLy/ryZMnunXrlvr7+9VoNBQOh7W2tqZWq2VT7ZFKoMcl0cVBrdFonOmR6ezsVLFYVKvVUj6fV39/vy5dumQBFFoUapckicT/4OBAhUJBW1tbSiQSxlhhTTkwMKCPfOQj8ng8Wl9fVy6XM3tniiysA0n8arWa/viP/9gOlPX1dZOo+P1+a3qjyMpkMtra2lKjceLIsby8LK/Xa17ujcaJFSWFRTqdNgalVqvZsDE07SAvBJX+/n57JlgfNxoNVSoVkyb29fXp6OhkRhHoULVa1cbGhg1rRcPcbJ6aF2B4QBDz+XyWWBwcHFjfz/r6us1OwKaRpFKS9SEVCgXlcjnzl0eXGwqF7LtRiM/OzlpiSfLDocVe+yCXy164kjFQWBB1AjnB2EWj3aSRAtBNtgnIyKlcVoYigOdFscRn4nXcQwnGg4QUhNWVP/G7bsEEio6UE+CEf9xizEW/3UKLRJlYxGvAsLnJKoULyR/FBv0i3AeSXCSlyBPdBIQEm+/E71JoIVGAeaIBll4Ql5mg+JNOG+NdxgKnQ2ISz4n7jVwFKQVFbalUsn6FfD5vB3x7e7smJyet2daVs9LDxHNmvfG8AQgAxGh8pkgEbIDBc9kxj8fznkgq99EtOvicLjtJPAO5p0BnzVKAuc+GotOdz+OuU8YRUATzXi7TyXp2nxfJN2frh1HM7O/va25uTrVaTZcuXTIQZWBgQJcuXbJ+yNu3b+vNN9+UJH3605+29bOzs6N8Pq/h4WFL4FxgDLkQ94a1Rm8VIwn29va0vLxssfTy5cv6/ve/r3A4fEYSytmeSqXk9Xq1vLysmzdvanp62tY8jCAAYq1WMycqt6mdeMEe2tvbs+byYrFoFsIMKu7u7jZ3Tbdw4zlhIjQ5Oanj42Njs7AqZ4zE+Pi4nbOtVsvmoiA5Ig5kMhk7Y3p6ejQ8PHzGSQ4pZy6Xk9/vNyAB5QTn5ODgoMnoGSfAWu7t7TU7a4yEkEi1tbXp6tWrisfjunfvnrq7uxWPx5XL5XTlyhXFYjG7dzByONleunTJ5gFKMhn98PDwGQdKLJNxgj08PJlN6PF49ODBA929e1dTU1PG7BITXUkosZ7XOzw8NBCcNUecwpSA/mlYrM3NTTNpAhwPBoOKRqM6PDzU06dPzbgA9j+TyZj6YmBgQJKM5SQeuEywa37Afm5vb7di0+M5Gbvw+PFjNRoNvfTSS8rlctZztr29bcXegwcPfujefuZi5hd/8Rc/FM3q35crEAhofX3d2I21tTW98sor5o5FLwEP/PDw0BouCdg4SpCs4DAinVTO6+vrNtSIRQ0Cz+JyUTtkVCTRHK404NfrdfPn9nq9tgilk0W0vLysVqulubk5ZbNZGxzqUvVseDbC1taW+vr6VKlUzP6WhvyBgQE7rCQZHdhqtayR8SMf+Yj6+vo0NjamBw8eKB6P6/r162q1Wnr77be1ubmpixcvKhqNmtwDpKDZbBqLg2vc5uamHRZtbW1KJBIaGRnR6OiozZqhAVOSDWp0i814PC7pZKOtra1ZYsrBQz9Bd/fJRPvu7m4zeYDmhl0h0ZBOD/u5uTljVnp7e+3ewewVCgVlMhndv3/fgjpsE4caEkKCy8TEhAKBgOmGOcwkaXZ21mR/uVzO5G4gdOiad3d3tbm5abOTwuGwye6QQOzs7Ghra8vuw8bGhrFnJBYYA3g8HkPz0+m0IS5Xrlw5I2UiwLpDJYPB4JnGzUKhoEajofn5eWNoXn755TN21cyr4bAg0fL7/SqXy0qn0x9KQgPi58qjkCnAgLl7E4aGxIDX4HO6iSSvhwxSkhUxPFcSCQpx5Bv8vZssuvIt1jzJIv8mIUdKAFDBOgd1lGQSA1gQt2B6r14L9j9FjCvxQhbrMhYkOq6dLmv+/BwUEgLWoisDY06Te9/dnhMSIYout2+B9+Y706OBBJZeBJKmQCCgUChkklX3vnOPXDkV8pu9vT2tr6/rwYMH2traOrPGarWaNjc3FQ6H1dvbq1AoZImZ65xGUQdjD8vMWnCNKZCauE2+FGX8DH/G5yexcdkl/p/7y3OniGMGClIbpHju71Kku/eHAtLV4u/v75sUj+8PW+5ad5Mkc/Ed6LlznRU/yEX/YzweVzKZtOZ3RgZwP8LhsHw+n7773e+qXC6beQFMCnbzFPMDAwNmEYwcjN4W9gho/tbWlvUMkNhL0iuvvKLOzk7rf4xEIurs7LSZMaFQSNeuXdPQ0JBWVlYs6QMIpP/q6OhIhULhTFxxDQcSiYQxhCD3uVxOx8fHisfjZtpCnwhFHH2l9HmQQKNs2N/f15tvvqmrV69qcXFR0WjUzoqJiQkrpiWZyoSY4fV6NTw8rHQ6rbW1NWMvGCGAHBUlArPrUqmU9T0RU7a3t61IhI3F4r+rq8vOaRQA9MsMDQ2Z0xj9bt3d3XruuedMrsazdAsgXGhhFn0+n83OoSgk7sOkf+9739PVq1cNAG5ra9OlS5e0vr6uyclJdXd3a2VlxZ4jknD2CZ/ZPYdc9tc9IzhvCoWC9vb2LN/jjOns7NSNGzdsEPbc3JwePnyoVCqlaDRqhSvx1AVEkOdikFCpVLS0tKSpqSmlUikrZhqNhrGfNP2TTy8tLSmbzdqZOTc3Z3mYy97+sOuZi5nFxUX95m/+pr7whS8Y6voP+fL5fLpz545CoZBGR0cVCARMg0jSvLm5aQfN9PS0bQwqa5qjScZhW+iZwJ2MTVGr1c4sVhYfVKLP51O1WjWL03K5rGg0qr29Pd25c8cOGfzmPR6PJcMEJ2QBkUhEY2NjCgaDNv+gWCxawun1evXw4UNjh+LxuJrNppkhTE9P29RW6URrDGrV19enZDKp7u5uLSws6Fvf+pbm5+cVCASUTCat8ENOdPfuXWsSr9VqNhV4fX3dCgaSiLW1NWtSv3z5suLxuEZGRsyYwXWRAbmAlQK17Orq0vDw8JniQpIl6vjaY7ldq9V05coV7ezsaGFhwajNcDhsdqKwdcFg0Lzep6amFA6Hlc/ntbOzo29+85vWJMjGj8VihsRCv29tbVkzJQwNzAOox+7urlZWVrS0tKRCoaALFy6c6Q06OjrSo0ePzJazvb3dChNQwng8bpIFAl8ulzMDgsHBQf3oj/6oScyCwaDN80G3S9KNXPI8Y+j3+/XKK6+Y7TRFPSg09qe1Wk2xWMyebywWUyKR0NHRkUZGRtTV1WV+85JMDolE0+/3a3h4+Jm0s8+y97u6ugyUcK046/W6HVRuQsW/XaYF6aVbMLgFBok/iSXPAgqe5Notpty5G7Aq/D2FI8+Yv6fg5Gdcm2tei2IEm3EOPLdgIEFmL0qnSNv5JJ/Yw+wYmBc34ee9KIKII8Q9Dtrd3V2bQcF9JwFzDz+eEUWd66R1fHxscjuKaLdgI1EulUqGSrp7cGhoyIoMty+GZBVmhs98eHiofD6vdDptydz5q1QqaXd311hTYgNTs3mG7BnuFd8DIxfpdChpV1eX2asiVXGd8Siq3R4Y1h33CZkQ6wgWhc/C650vit3CkcLEZcGQwLnsncvMAFBQZFHoso8wDiB5o4CHefowgAzpZMbN5OSkWq3WmYGRnMk05Xs8HuXzeX3729/W1atXVSgULHlbXl62PpLOzk6NjY2ZMxiDI2OxmPL5vL0HsWZra0ttbW2anp62HoVWq6VUKmXy75GREZsP1tXVZbEVsAV5PMUOvRhu74J0ai9OwkyP0P7+vlZXVxUKhRQIBDQ8PGyvz/OngGH9DQ4OnimEX375ZR0cHOitt94y5cI777xj/XTsTZ4na8ztqQOwY9g3/b7Hx8daWloy2efh4aHu3LmjkZERJRIJ611NJBIKBAIWE6rVqkqlkuVHsLXlctmkXqgLMDACcCCmSNLExITW19eNTUTKxTqXZP0oANMwQAAHuOTBvHA/i8WixsbGNDExYeA1TCw9PcFgUGtra8rlcpYTsJfy+bxCoZBisZj1c9Nsj61yX1+frVe3L63ZbOrevXvq6+vT6OioWejjzubxeBSPx01yjiqA1gf6hL1erw3UhN3a29vTysqKjXmgP9YF/NgHrMeRkRF1dnbq0aNHarVaJuNDzcH6e5a9/8zFzOuvv66BgQH9z//5P1Uul/VzP/dzZ/7+zp07unHjxrO+3N/5tb+/b85RgUBA9XrdaETX/hXZV7lctoOYJlYqf1Bz6exhTc8JixCHk729PUMT3IOho6PDWAVcy5ikLslsT6H2sHisVqsmsQqHw4pGo8pms7py5YrK5bI5YXV2dlqQZGMhPWlvb7e+lUQiYUgiTXKgNO58GgJ3LpeT1+s1e0QkUNCJ/Mzjx4/1jW98Q6OjoxobG9Po6KgVxjhkIVOKxWKanp5WMpm0xNO18XPRVWh50DTQSub6cD/dZ8NhwOGJaUCz2dTExIRisZiGhoYUDAat74QglsvldOHCBdPCFotF3b9/X8ViUQsLC/aak5OTZ6b3wiDF43E999xztn6y2axKpZJ95lAopEajYUjFX/zFX0g6OYTv3r2roaEhzczMmC89kpGRkRFLOjc2NuT3+41hwTJzZWVFXq/XJg339vaa25B0gnj39fVZQzpyzLa2k8FvHo9HpVJJ4XDYDjaCdqPR0Nramrn20FdGEb62tqZ0Om0JGlbZyOpyuZxqtZpCoZDtFZDeN954Q2+99ZbthQ9y7ezs6L//9/+uK1eu6MaNG5bEgQJJp1a60lm7Zpc9gdEi0YWJcJvfKWbcJklXquOyLvRIUDxhxkBS70rB+Lnzg/tgaEjGKWgAO9C88x15b76TdGoGIJ32iSCVQnLovheJNmuI39nf37f+EN6T5I91ivwUEMmV3jFgkKKCe8bhCnPnJkQUMy6jyvev1+sm+zo8PLSi3WXpzsv7KApcSR6fHTnYXyV9bDablsQDOrn3nJ4Uzgcax0lM6H9z2XskK4ODg2bO4vbPuOuDQkaSSZB3dnbMzYq1w1nFd6Z49vl8Z8wqJBmrR6FCEUKCQ+EIS4ZEBVYeRQBnaDgctj1GQUGPBD1N3/3ud/X973//Q7Flp6nY4/Ho2rVrZ2RYSNnok6To8Pl8Wl5elsfj0fj4uAES1WrV+gH7+/uVyWRszSOhKxQKKpVKdn4CJI2Ojqqvr8/6EuixSyQS2t3dPTNjy3UzBdHGXRTpJvJhgBS3h4JnR1+c22f1/e9/387jYDBo70s8ZE/zejiQdnR0aHNzU4VCQU+ePFFvb6+ZEH3rW9+SdNIHRON9JpMxkNGVKLqAzfHxsRVbMBA4tOF2yXlFIY+dv9vjxTBLlzVeXV3VwcHBmb4W/p77yjo8OjpSf3+/DR7nPhMnYBIBolGZ8P58DxQ59EdtbW3ZqAzOHYyUGFx9cHCgpaUlxeNxhUIhOwNo5ncBB84lt2eFlol6vW5KBv6+q6vLzJCee+45tbe3q1wuGzgFIIYrHEojJIE8N8445MuNRkNzc3N6+vSpfD6fbty4Ya53qHhcsM3n851hzinI+X7Xrl0zoODu3bv63ve+9wO9eO91PXMxg0bup3/6p1WpVPSbv/mbhmxJ0u///u//g5KhBQIB/Zt/828kyRrgA4GAwuGwTXn1er3GutDsPj4+rkqlosHBQQ0PD5+ZUEv1SmMoiQhN4KAOsB3Hx8dntJTFYtEadaFFM5mMrly5Yol8NBrVwcGB7t+/r2w2q5GREQ0PDyuTyaij42SoZU9PjyXFXV1dWl9ft6CINXFPT4+SyaT1dOCGRI+Lq/s/OjqyA623t1cbGxu6f/++Uakf+chHjL6m92F8fFy9vb3K5XLWg4KGdW1tTXfu3DHEaWlpSV1dXfbZpVONNPIR6G4a+EmUGZZJgMPCFP06VGaxWLQGRShst2+JA4x+JPqiQA87Ojo0NjamSqViG5/GvGq1qqGhIX30ox+1qcgUAn/0R3+kWCymn/qpnzLrZXqimLRLIBsfH7eAMTAwoEajoZmZGe3s7FgzJ2icz+dTKpVSKBTSxsaGtra2LEiMjIwYikazMKjJ3t6eTZ8H0ZuYmFAmk7Hv1tHRYQgTCSvBi8KI5ymdFAe8lsfj0crKioaHh+21QFyLxaI2NjYswG1sbOjFF1+0xJ3ZAwyNo+8iGo3qxRdf1NTUlP6//+//+8B7v6+vTz/7sz/7nlItDgvQIw7z830rSDcJ0CRqJHhuo6bbtwA6y/4nMXZ7UvgZ+kI4JKXT5no3qXbZKjfx5f24v6CKPBcXhXXlRnx2kFSYUxJbZkH19PQoFotZLx7slNu0T1HjOrWRFFAkuOyMqwsHJcV4BFdFSWeeHQckCQyJNrJRt6EctoJ4RxHHz/B8uYegiu57wpwDJr3XhWwmHA5bssBzJZa70ikkncQhnlGtVjvzMxSVDPAlyeR5kkSTJMJoUFhgn845465ntzjFIAFmRpI1YyOPdAEQd93xnHm/SqVi/TSg7xSUPp/PejKR5LhF1vHxsW7cuKGbN2/qt37rt/7mm/3c5falra+vW1Hg9Xo1MjJiaykcDuv//J//o/b2dn3uc5+Tx+Mx29yBgQFVq1Wtrq7qpZdeMrCGtdze3q7d3V2tra1pbW1Nvb29CgQCWltbsx4Tzk7yBWTbQ0NDNmGehLVYLJ4ZRMj9w34fluHg4MAKETeuAaoQt2GDJGl+fl5+v18jIyMWPyguYEpddodCCEBxaWlJBwcHGh8fVyQS0cjIiEqlkr71rW9pYWHBhlQj7UUyRvFKDEDxkUql7MzH8pfCeGpqysBLvhv7is9Lgt3R0aFcLmfyKNQTFNDcOySSxBhei7xhY2PDwDxisCvtJgbAlgKurK6uKpfLGaOF5JJ+UsY44HjZ3t6usbExFQoFPX36VHNzc9aIT/GFVGt7e9uARIAD7iNrHIMmn89nOSNSumAwaDkZ5iKcWy7IQSFHcY6srtFoaH193dYtnwtgEgMizkxicjabtWdOjtRoNAykKJfL9kz7+vp0/fp1YxPfeuutH7q335eb2euvv65f+ZVf0cTEhIaGhlQqlbS8vPx+Xurv7HL7Rlx7QSg6AizDA1kEIDm5XE75fN42KcMbsTTs6OjQ8PCwySJAnTiACOQuIkVQpBhBAuHqsYPBoKHXFBSjo6MKhUKWlJRKJZvxwmeiKZyDjwNnenpaQ0NDmp+fl8fj0cWLF81xjEObA/Lw8FCVSsWoc5IqF5Ho7+/XyMiIUqmUTXuXTg482ISdnR0tLS1JOjkgn3vuObPyQ57neryzCWm0p5jhn46ODgvY2KTOz89rcnJS4+PjJhva3t42xzgOXVBe5gW4bjOuYQGStaOjIwWDQa2srKhSqZiWNhAIqK2tzYqPVqulN998U6FQyKwyDw4OrEEUpI/XADFm49NP09nZqcuXL2t4eFg9PT0mTQBh5edohq7VTqyzSYBYD6VSyah5EmaaSvkzF0GDusZpjeKt0WgYW4ee/enTp9YH1tPTo0KhoNXVVUMwkVASWBn8xlygRCIhn+9ksjEW0DRXk5DBWpJYfZCLw4OE2kUKSU75DBQUyCYJ6iR/LrIrnaKf56U+/L/bW+MipiSgJIZ8Ppd5cfsfXJbofO8LyQzPH1kiP0fsc/v9XHkSFwwSMYC1QkJNckXiy1qkYOrv77cDis9G4cIzJSljnUqnh3GhUDCmFpaSmMk94nW5bxQmNDyTeBPzYXhJlPlzWDWYEzcJdJvlKZpgZRKJhLLZrA3E43slEgnF43ENDAwYow57wnPju/DabpGKjStnEucMMZnf5/nxuucLW/7t9hSR9LgFscu0cW60t7cb4MPaQIoFWu3KFF2J2eHhocnHXKkfSRVJH30qLkPIe/I7yHw/jJ4ZirP5+Xklk0ljwJnxBhCGnHx6etpcrYh3s7Oz5tzJuvR4PDb3A1Qe2SDqBM4O1gXmDRQWHo/HGvGRktHwzrR0zhmkVbBc6+vr2t3dVTKZPDOMmIQZdvDg4MD2J5JwHBxhyVwAB7bNjVtuQTgwMGAqBs7hl19+WX6/X9///vdVLpeVSCQMbBwcHLTigbXH85ZO2FWeOfLsSqWiJ0+eWC8PsYdzjHVPQo+kG3a/Wq2aXIwYg8Kjp6fHpOY4xtJzB8vLiATkWuRH9O0hNfN4PMZ6SieSN5r819fXJZ2457FXOOfZb16v1wDshYUFhcNhUwKxNynaKCIARXd2dlStVpXJZGxcQ6VSUTKZlCT73F6v19RG9NSyfskndnZ29PWvf13d3d16/vnnz5xN9N+QS42MjFgbwNHRkQHnnZ2dBpLjcLa8vGzseHd3t/WFc8a0Wi195zvf0fj4uEl0t7e3rVXjh13PXMzcuXNHg4OD+pmf+RlVKhV9+ctf1muvvWZ//7u/+7vP+lJ/L66DgwNlMhmj0t2GUg5Q0BZYAPSWAwMD1hCIS4bP57PgDcXG4YftIcigi1qCVDWbTSWTSRuG1t7ebmj8yMiI5ufnDbWiwILi6+rqUjgcVkdHhyWIoAEgo+i70aZLsoWNE0kwGDSZWKvVUkdHhyEgu7u75rp1eHioWCymyclJo02hUqF+PZ4TdwwaBJk+TN/D7Oys5ufndXx8bAfnwMCASqWSbarV1VV1d59MkeYQ5f6xAcLh8Bn9PgM60ZfDQDFUbGtry5AK7BpBAQlS+Xxe+/v7hl6ARpTLZUsKc7mcFZ/0G5FoeL1eGy6aTCbV3t6upaUlVatVPX36VBMTE4Z4w3C4SWaxWFSxWNT29rb1dMViMSsqaFoERPB4PBoeHrYBocViUel0+owUDNRvZ2fHZHCDg4PK5XImdXCLDw5C1y2JJJMDEmtNGDZo4ng8rsXFRZXLZRsu2t7eruXlZSsMcPahOF5ZWdHzzz9vxToBk0ZTkt4PQzdP74JbBLjoNM9DkiHHwWBQg4ODlrAT4DnkeQ3+7crCQK35O36H93F7FlypEPGDHhQ+L4CIdNqMycHO7/KaJMM0wPOdXLSfz+T2ULhsEgWbm+iCovNvigOQPQp/igliI4cwzfewNJituIU0Q1rZf6wL0Fi36IN9cu8/7Jb7XYh7bkM0cdj9fQpZ+m7YMxQdIJckewyIpeAH/QQYY/329vYacswZwHeAkXH7dfhsxAa+F4wSMkVYM9YUBQu/x9rkGcIyumwkzxl5k6QzxRTnnLuGzxfhXK5Uzf0+Lgggnc7L4H7zWV1TAdfm/4NegUBAN2/e1Fe/+lVVq1XrNwwGgzY4O51OWy9Cq9UyK2cK9p2dHSUSCb300ksmoSsWi2fYj2g0qv7+fkUiEZNjt7WdGL3gHMk9a7VOLMpppF5eXjYVA0YBnKmsbWIilsuLi4uqVCoaHh62wof+KIAZ9j4ug9Fo1BxJASfpPUOV4tr1E3OQTePyyqgEhlGSIw0PD5sVMzkHyanX6zV5KUVrq9WyHITCn+IXYIJiw5UnU1S7ozTIq9xxE+VyWR6PR0tLSxoaGrICFscw1DNuvAiFQua4msvlrIDI5/Pa29vT9PT0mTOBwugb3/iG9vb2FI/Hzdp5dnbWviv7j5wBp8/Dw0O9/PLLNiqEImVzc/OMRJZ9R+6ECUShULCc6rnnnlM4HDYlECze4eGhWXlToLgFN8VvOBzW4OCgyTLpk9nb21MymdSFCxeskPV4PMbGkG9wdvFccJRlHdILhOvdJz/5SS0tLcnn8+nBgwfmFIci5Yddz1zMfPrTn1alUtEv/MIv6Fd/9Vd/4O9//ud//llf6u/FRQN1s9lUMBjUxYsXbYGQ3KIdXFlZMQkTCBgLgmKGg5YkmsOJhISkhYSQxBEZEG5WBwcHFvhBA0jwCAjMxyGJnJubMxtFmJBGo6FMJmNyIYYsHhwcKJvNqr39ZKLw2tqaJGl0dNSQGT4DBymLG6u8cDismzdvKpVKWV8P/SbHx8dnLH/ZsLACJIkUkyBYqVRK09PTGh0dVTab1RtvvCHphIlCykWABZmgoANxgkU4Ojqye8GGJ0lyC1e+I04pW1tbZhGJzDAYDNoBtbu7q729PZMWBgIBjY2NqbOz06bzEhDHxsYswICG7uzsKJvNKhqNSpIN5nRnrBwdHdnsmVwuZ0ggSRkJpM/n09bWlnZ3dy2wk/D5/X7dv3/fXp8eoHQ6LUnmrNfV1aWxsTErViORiEqlktLptB0GMG/oXnkeuVzOTDAIzARZ5Hq4mKyvr2txcVFjY2PKZrM6PDzU7OysPWekS0jzkGZ6PB6b/UPC/mFYM4N8u30VrmyBxBhQwXWPAjmGTUE/LJ3aZbqouZtku/pzvo90yhhQSIFqnS86OHzcZk7YGg4k9r5rv0vSLMk+GxcFkJusEq+4By76CXqOLBRJppvw812R0cLQ7OzsnAFKWDcgouxxEnW3l4Hkl8SB4p9n4ybO57+by4K5qLPbJ8X94vdI7Nw+AxgiGuixf8UlEKaVmA5jTf8H0jyXZXCLXWIRf+bK4/ic/OOuNRK/89JC1qh0aiDgFqXnC2f32cL4ufeF9USh7kojkei5iDhsLvebOINsF0YMh032hitXA7V3Lcg/yNVoNKxPFlT4yZMnevTokcLhsB48eKByuaxPfOITunbtmg2iJGYgIc3lchofH9fQ0JAlXbCLh4eH2tjYsFiHAcKrr75q7AJFL98TSdTOzo5KpZIl5wMDA8Ygwa6xliRZHoIJiLufeS6utMdd7zA8T548USaTMTaKtU8xw5nJaxIbYKkBLY6Pj41RJa4yBHpqako9PT2WlE9NTWlvb0937961s5nnD4Dh5lKlUkl9fX1WILFGOPN4tuzper1uSgFJZ2Kg1+tVNpu1M210dFTSSU6ILB6wQpIVh4AxzebJnLbbt29rYGDAztDOzk6l02ljnj/72c9a39vs7KySyaT1qDAk3V3rFFTRaNQSf9hC3HWDwaDdq/b2E0MYJPM8Z/JUzIUkGTiESYQrSYUJY03Cpl25csXk9qgWaDlA6sp7w6K4PZWAbpFIxKRkFEUAO+Rp3d3dikajikQievLkibq7u3XlyhUVCgWTpv+w65mLmYmJCX35y1/W+Pj4s/7K3+sLaVg4HFYikbDA1mg0zCbO1UNK0vr6uqamppTJZExHiR861B2IL7/HAiA5RG+LHAdpFT0SLkoKY8MCAuEDEbx69arNjOGAQZLF7zx9+lTHx8cmtyJA7e3t6cGDB1pcXDQJV6VSUblctoOPZmv6htLptLxery5duqRUKmWFGok3mneGbXE4kuTSGwKaSNMhG4PP32q1bHAWmuLNzU1tbm5a8OQAbjabdiDu7u6arbArvfB6TwakBoNBs1Tl3hKc+vv7zZENB7LDw0Plcjk7VLk3+/v7ikajGh0dteBPP8zCwoKuXbtma+fVV1+1gnJ5edma7avVqqLRqDwejyWBIEzIrXp7e1Uul80RicbpYDBoxTbFIowaUqCZmRkLajSMknRRdJOAQOnDjKG3xaoSZB8Jhcdz0kuA7hd//b29PfX09FhfTkdHhx48eKCrV69qZmbGZGu7u7sKhUK6deuWHj16ZO5BmEvs7u5aUUPBSw+QK6N5vxfJOckYiDAoO4c9B4FbjJAw8GduXw3FCEio21fgJhAkkPyuyzaxN5D2uH057Ce3p4e+KNBtXtMttPheJNC8HsXWeQbJlb/B5pBkIOHi87jJp/v+kgxgYcI37BDJOa9JsVIqlUwPjsSOfeC6syFfYD1RGLnsA/ufi2fh3nOXgXITf54l+57vx73isyDPpFeRZ0I/Dj0nMCYURMRN1pT7rIgBJGX8v8vQuAzH+QKO70bC6crBKGJoknYlmxR3rnuZy1a57wErwz0m0QA55z14TeS8yHwocChUKNxdFzPQdKQx9Ct80Aum4fr165JOkrx8Pq94PK5YLGZmJolEworm/f19c7wD0KpUKnr8+LHa2k4tc71er53Hq6urhjLjjNZqtay3tVgsGuPi9Z4Ysuzs7Ghubs5Aw4985CMaHx834JF756LqgAe4ltJwj6wMFzTAq7a2NivKkLiNj49rf39fDx480Cc+8Ql7djCqFFmw9AMDA5b79Pf3G7vIGsVMKRQKmSvZ5uamJiYm1N5+4uZGT3GlUjG2hcIF0JfPMDQ0pKtXr1peAENOUsx+dCWb/BsW3gWhAeeWlpbsfUniHz9+rJs3b8rv96tUKpm8mDl2sG/JZFJ7e3saHBy0eS7d3d0qFArWk0kRur+/by5mWFYDirnWzYFAQIVCwZxNKbyj0aj8/tNRHzgvumcY35NRF+VyWd3d3VZwsPbr9br1Hvr9/jPMPeqU7e1tW+/s3VqtpnQ6bawzZzFMHowPBaAr9xscHNSjR480MDCgRCJhfTDk2MSIYrFokjny4Wg0qidPnjyTIuOZi5lf+qVf+v+bQkaSUbpY57lsCkkViTcMA03NJG48RNfbfHBwUK1W6wwTwPtJsiDj8/m0u7urx48fa3Jy0pJ/Gqk7OjrstcvlssnBOEyx3XMTUaruzs5Om0q/tramsbExxeNxtbWdTp3H1aVUKlkTPIVEJBIx6QSHL8UYi9Dj8ViR09vba/RqMBg0Vzi3WaxarZofO7S0JGtElWSOP319fZqenraNh3MPhQhJNYyJ624knTZBc796e3stIOVyOZs0DNNDohIKhdTf32/zJri/a2trajROZgkwYXxsbMxmuJCo+Hw+Y5fm5ubMsIHkYHBw0CZOI78hqSQxchF4vjvFlnTq+tZqtcziFbMIJGrNZlOBQMCa8kBgsMH++te/rhs3blgTJKgjBWOhUDDU2ev1mpTCdSCRZAgVa4WiBm2x1+s1+8daraZ79+6Z1WS9XlcwGNTNmzetoZIenqOjI6OhKVLPO6p8kIvn7SLM3AcSQOm03wRZBiCFz+czxpIGbVf6AxtDkorm3P3sJKFuskgyjMzCRcJJipEVcJ9wiXIRV5hK90CncHGLI5fNeC8Ww2UEQGLdgorCi+TBLQgo0pGTudpu2FNiMM41DOrlgCaewULznhyaFHJu8QUTy57jmUoyNpz1xWEOGEJBwXflubjPQTo1SOA7umw+bDrF2vkClPtFcUDxzH8TA0jmXeni+f+mkOQzUoDz96DW3FcKLO43BRPvxz98b1dycz6Z4J64cjfORb5rW1ubgVGATvSBgHITv10Gzi26icfni7b3e7FnGPDY0dGhGzdumJEFzHgulzsTOyXZ5+voOJnP9eabb+rw8FDDw8OSpHA4rEKhoN7eXo2Pj5uZDMlbX1+fsTULCwvWq9tsNm32SygUUrFYVDwe161bt6zg29/ft99hT7nsLK+PQyrMuSQr9N3eOJQNbo/Y66+/ritXrlgPI4wMk9153gB15Dn/P/b+LEbSPDvvg5+IyIzIPWOPyH3Pysqq6q7qrmYvM9OzcEYiYQECLVP0lWFfSPSNYV0YpgQY8CaI4AgwbMMWQPFGBgxD0ELBFwYsckiONSSH00tVd3VXVVblvkVGZKwZuS+R8V2kfidP5AynW9P9+SMx3ws0ursqM+J9/+//f85znvOcc5CLsedYZ9r0Ikk+PDxUKpVSOHw1RuDi4sLqe5aXl43x53vophr9t/NsvLTXYyGCfbAVAT22i+ek9iISiZhka2VlRZubmzbT5ejoSHfv3rUzAJFN5gpZeCgUMrUL9+BnzdEFlY5kL168sCYOgUBA6+vrBtb7+/t1cnJiZQWUGmADKWsgsKRZAmSEz+hCtsZiMY2OjrbYfpojYes8mdVoNKy2JRAIaGxsTKenp0a412o1ra6uKplMWke6ZrNps/wgz/EZtVrN/B9BNeM5Dg8PWzq4gQH5WSToBPlI9T7r+tzBzN/4G3/jx/5sbW1N4+Pjn/cj/kJd7e1X7RHb2tosDXx8fKzx8XGlUiltb2+rUqlYlxjpCoAwqZoCPdqB4sRo+emdBJHz0dGRMREUS1HTAOvPcCm6zrS3txuID4VCFrUjaxsYGFCtVjNnRXtihh9Fo1EDlBS40xEDA46UjTkrPO/29rai0ai1ymXSL5+B/h02LhQKaXx83OqJPEuNQYd15vfRpALCaXVMh7Hj42OFw2Hrhw/ThEHb2NjQ/v6+0um0JFlTALT4ZCdgKZrNpvL5vGXMaJnZaDQ0MjJiDiwcDls7Yxiaw8NDZTIZK5wjI0MQ0dFxNW+gXC7r8PDQiv18epgMlCQDzV76goOAIYRxJ13tsyoAbwAboJIAq7+/X6lUyorzYbjv3bunQOCqmw+sJ0WSqVRKfX19SiQSamtrsxaqyWRSzWbTwAesKRpd1ovizLOzM01MTKizs1PLy8tKJpN67bXXFA6Htby8bIZuYGDABmICAqkv6+3tNRmir136Mi6AtwekNy/2qSQ746y7n9cCuCAwBaB6mQ5O1YNkD7T5M/87PuAi00ugjcMGmHO/BAvYCzoX8n3YJIAwgJ/vka7BOuvk64e8XMkHcYA+7yQ92KYQ1wcq2Fa6GCaTSQNOyDmR+vlsAAwr74fMN4XNvAeyJ8Fg0Jwk7CTBAvfEWviAFGkb181aItbE15lcXFwY8PLBC2f75ucC9CElvFQQ+3ozmLpZ4+JrTMjYEOxC/sCsQ9rxrr38yNfv+X3ps3s35XceIJPVYX3972Bn+vr6Wlpxs17saR88+aCRbOYXvajFg5mm3vPk5ETVatV8OFn+WCxmjYCQErKfKGiGuOzp6dEv/dIvmWyZGtLOzk4Vi0UVi0X19vZaHQjSQuSSjF2gvT21jL7g3Y9GAMwiXwSY+lkrkI/+nZ6enlqr54GBAfX19WliYkLLy8s2uJhAhj1C7QvviezP4eGhcrlcS4t/9gfzksbHx222HuoSgqRAIGB2nt+lOxdn37dyx1b5PeEziMimvCSZjJTfW52dnbp9+7bJ0UZHRw2LVSoVzc/Pq6enR+l02sgAADnS9kgkYngwFArpxYsXeuWVV1qIgr29PS0vL2thYcHGOSBTPD8/N/IaSd3a2pq2trZsnhD33dfXp0wmY7bJz27xcsxyuaxKpWINobARkGCXl5fWnrm9/Wqm0s7OjkqlkknkstmsBc80Dmpvb9etW7cUi8WUyWRaOr0iuwdHsI5tbW22n2ZmZoxkr9Vq2traMjJpcHBQMzMzNiz44uLC5IiSWjpK/rTrcwczv/M7v2NFOK+99pq+9a1v6cMPP9Rv/dZvaWpqyv7sL8tVq9X0P/6P/6N+4Rd+QW+++aYKhYIVXA8NDamzs9NeMg4AdpGrWq0qn88rnU6rWCwqHo8beIeNZLhae3u7qtWqyZdq/3aaOw4dKdHOzo5NIO/s7LRhTel0WqFQyBgtjEAkElE6nTYWIxQKqVKpWIcd5EVsPhiVoaEhzc7OanJy0ooI6YMOc4fRprVkR0eHcrmcGXsPXvgZjB6Gg5kzHEpYa0AFzGGlUlE2m5UkGzo2MDBgRjgQCLRkEvb391Uul7W6uqpcLqeOjg7dvn3bZCoEHMFgUNvb25ZlkaSXL18a8++HcdJprFAoqFqt6vDwUM+fP7fuM319fRobGzMjBUgEWNGacXt724CUL6QlGJCuJpz7ORzSFWgoFovq7Oy0AlQ/kyEUuipGJ3jAIWA4mRdE4IxUECkaYPnWrVsGAPf29nR4eGiM5PT0tGVOCAorlYqOjo6UTCYVjUataLOrq0vZbNbS5dQL0XUuHA5rbGzMdOMXF1eTm3d2dizjRFYNg0snOJpxINv8gz/4A/3oRz9SuVz+wme/Uqnot37rt/TGG2/oF37hF1pqWzyLD/j12RPf3pTUOu+JwY6+XgF7wHpglL1MCIYV0Mp1U2KGQ8KBeccO+KV+jffvM2k+cPOA2GdnuLz8zddp8Ls+ywMzyXcAesgQkNGByYM9BawitfCF7tRQMXXcrwvBo38HvJejo6OWdeNsAGLIdON0yVYkEglrBuL/YW0Icnw2zb9TMs4El/6d+2wX/+1rYXxm0BNAvpbqZnDhwb6/L19Xg0TZ17WQhSL4JptNMw/8Dd/h6zCwX6wn9+uBJ0XygEkfmLMXIHS89h+5lSdpuD766CN9+OGHn6sI+LOuo6Mj/e7v/q7m5+f12muv2dqwJ5ERsVZIzbBh+ODnz58rmUwacXd8fKzFxUXF43HF43ED6ru7u+rt7VW5XDbW/unTp9axFHAPWVUoFBQIBIwJxyf19vbqzp07evbsmR49eqTJyUn19vaqp6fH7ALSLN4RUnj8L/4KmR+ZB4JraiSQToZCIcsAYSsgTDhz+A4IVvxvPB7X3Nycms2mtRfmTOEjms2rttM9PT2ampoynMXegpRj71B3im0jS+5tA/XLSJw4A/w++6q9vV2JREKvvPKKgsGgBSW5XE4ffPCBBRAU5UMEQBQjf7u4uNDq6qp2dnaUy+V0cXGh4eFhU44Ui0WdnJzo3r17evDggaTrlvzNZlP9/f1GrFJ38vz5c/21v/bX1Nvba2NCkAXiD3kOzhnvDBJeup7VEwgEWjrZMT+J8RUQ5PPz87afFxYWjLwdHBw0Yobnwh5RZkGmqq2tzbJH2HI62eGj+vv7Va1WDQMjrcTu48fi8bhWVla0srLyuUjMzx3MfPvb39av//qv67vf/W7LcMzl5WWtrKzo29/+9uf9qL8QVzab1T/8h//Q2hKS/mPWRm9vr/V8f/HihRVmoVnN5/Mm9+LAwNJ6lgBAzyE+Pj62tsPxeNw6oSDF2dvbU1dXl6Vj2RgUSdOqmc4cgLCTkxNL46FNJijgsF9eXppkCxAyNTVlYJUGAfF43O6HIGR/f7+l/SMdxyQZGCfgwuDQW395eVlDQ0Oq1+saGBgw2QgO9OnTpwoEAra+AJtAIKBYLGZtADkwNABoNpuKRqPGPFL/QjBFbVCtVtP6+rp1eqtWqyqXyxocHLTDDfu0v79vs3fQxGYyGe3v79sArHw+b4zO7u6uGYt0Oq319XVVq1XLkGHAAcpkcZgTAbuFsdnY2LDgCa0yneDYoxT5BwIBM0ThcNi66CElTKfTLRN0qeuixoBW3ZeXl1pbW7O0P2AMMJpMJg3cd3V1WdBOUAloWV1dVVdXl9UDwUYnEgnV63Vtbm4qnU6bdA2Z3/n5uebm5jQ4OGj1Mr49tiS9/vrr+vrXv65/+A//4Rc++9FoVP/5f/6ft0iBfI0EoNCDVkmWJfPZSRwGgAiAB7i8KY0DGOCA+DPsRVtbmzl1nzG5GYjcBK43ZUasvc+seHB9M9gAtN8EBzeDK0kGJAATHuiznl6SBfCGseR3AL2np6cmI0SWJcmCduSNPtsNSQBIwc4CPsniAeK9rLRQKBgwpm4Bea7PiHmA6N+pD+64V36HdwOAYk1YV9bb3xufyfNyr7w/1p1nZe/5bN9PCmi4eAd8LxIdCqS9JA0Qzz3zzvhuyBgfvOIjyNBjo7h3npO9QwYKcOiHIQPOfKvs1157Te+8847+1//1f/2ZzzwXM1JoqU/AAvHH88BSk4FmsDYAPBi8qh0dGhqydVhdXbUMciwW08HBgTY3N60W9Zvf/KZlKlA7EAST7aa7Guw455fMxc7OjnZ3d7W7u6uhoSGlUiml0+kWOTPkEOQTe9TLsgC/SLjAApxLv5cgw5AREdCRDSX4BauQbWWPkunhTNPtjD0JtvFZazKa7D9qvyCzenp6LEhjb2LDqdugVgaSA3vDBYGGj+vs7LQ6ajrdPnnyRBMTEzb7jDpTr9hBTvbmm2+qWCwqn8+blJ3Oqgwh5/ljsZiR3j57MjMzo6OjIy0sLJjknqATFQ3n9fz8atwEnSDPzs70+PFj1Wo1fetb3zLCmCYB9Xpdf/iHf2jkOuoHCO+BgQHbt6urq+ru7tbt27dNokZQDyne09NjTU7ILlJDBul+fn5uDUG8skO68qeTk5O2DmSeSqWSBgYGNDg4qMnJSSWTSX3/+9//zLP9uYOZP/iDP9Dv/d7v/dif82e/+7u/2xLk/EW/kIpwoNBZw5bDGtFdBHCMc+VQ09YQFuD09FSZTEYnJycql8uWQkUvTuE0mZdwOKxCoWCHA1acTQLAgMmC3SYditPe29uzNoTSFXs5MTGhRCKhSqVixigQuCp+ZBAXBg3jRvOAer1u0jNqglZXV80QS1c60pOTE5VKJcViMQO4GNtQKGTMAB3USG+WSiUVi0Xr2ELv8cvLq45Z3d3d6u3tlSSTmrFeZCiYoMxhgxXd39+33vy+A11bW5uq1WoLMD85OdHKyoq2t7eVy+UUiUQ0PDxsrBSdOACHsCd0nEHOEY/Hlcvl9MMf/tBqhmDta7WaMpmMBWiBQEDFYlE9PT1qa2uzeycF3NXVZcX8sFgU6tH5A93z4OCgarVaS7FnLBbT/Py8ZbwuLy9VKpW0t7dnoOr8/NxaJSNDqNfrevbsmfr6+kwLzN+VSiXT9lLDc3h4aE7q448/1urqqqanp00XC6Dt7Oy0gv+FhQXl83kNDAxIkml72QvStRPy0g/27pchNfGBB+fK1xlQM+FBAGCWwALQ5WstfOcmgA97G4fLecDJ8PMAfjIb/L+XfgGO+T5AIoy6r9HxgY8PeHyA5DMtXkLlpUv8DAQBQYkvbOfzvJPHLsFy+zXluyFUpGtQDHAmKCDgv7nW2AGfFZKuAjbsMxp3/p71Z70A9TjTWCxm+8tnrm5mwLzsi/3gsydkNLCHfKb/We6HTD/BA89EZoQ96KV+zWbTarU8y8vf+f1xM4PmawtossK9SWrJ4AM0ASvU8Pi96mVkPiMGwQKAgfDwmS4f3LJ2PgvKxbP47NTPeoXDYU1NTens7GqQda1W08bGhgFh9j9ymO7ubhsGfX5+rkKhoEePHllTEz+CIRS6kj5TH0u2dnt7W+Vy2XxwIpGwWgq/z6LRqKLRqMmAms1mSxeoJ0+eqFqt6o033lA4HG6ZAUYGkiGt2BlqH/GJflg0tUsXFxfWmpngDqkkAQl7yZ8H5O35fN724uzsbEtd381ic1QmdLDjfGBHeN8ExMj3IQiopaCGlJ8Hn9GhkvEVBIFe/spZImiTpFwup5WVFZ2dndkMn+HhYQtO2ffU9bS1tdlzoTrwe4HmSXyWt0c+mMEXE5zs7u6qUCiY0oFSCE8cYTPx+9TRQtDcvXtXkUhEGxsblqUB36Jw6ey8GqR9enqq6elpxeNxIxnX19clyWqnaNxCFhE75Lse8m68/JrsDFJSSFTOGnJLmiug+mCPbm9v6/T01Mjjz7o+dzDjDR/XX7ZsjL9wRnRrAgzQeYLU3unpqTY3N1sCtWq1KkkWEOzt7ZneH50jETVzXdCAwxBwcFdWVnRxcWFT2wHxsF2kh7kuLy+tjZ1Pj8PA5HI5VatVJZNJG6AFE5lKpWyqLsX6BG1kZSgMZIMSUZ+cnCgajdrgQnTtwWBQExMTxmqyJo1Gw/qyj4yMGNsHO1qv17W6umrTg+mchTMkXU5aO5lM2rBGCknD4au5NTgNCtgA0xzyvr4+ywSkUimdnJwol8vpRz/6kV577TXlcjl98sknunPnjr7xjW9YRouakN7eXhuqenh4aO03G42GXr58aa1lqZcaGRmxzFO5XFa9XjejShc9NLhnZ2cWVO3u7mp4eFj3799vMf68o9PTUytcPD09NVnekydPtLGxoWw2q9nZWd25c0e9vb3mqOmSQ7o7EomoVqtZAErBYqVSUbFYbGkvzYWcoa2tzbSsoVBIxWLRHPKdO3es5ojsF8A8l8vp8vJqkNfAwIAF0MfHxxa8UKCILPLo6MiaEbBnPeP8s16w4gS5N2sjCDo5o4AvH9xIsv1MYEPw5VPssVhMAwMDVkcnXUvM+CyfGSFwAtB6sEcAhh3AIZDZg52k7aYvPJeuC8d9QOF15DzzTVafZ6W2hKJcmDiewcuO+GyAvZd68bk4Zu4Bh+2zTwTLSExwrB7cwuAmk0kjGwjsz8/P7ft5RjoQkTHnHpGb8messwftkAoEXAQovB/u1ev4kY5BTvBZ2G8yMoAuftYHJuwZ1pi18mwzn8l98+x+jxEA4+d4NvYvDRWwxfw+QRj34QMmgCnP7bODsO0E9wQLPIuXWHpmnoCIe/8yzr0kk7V+//vf14sXL0wSRIYCkAphlM1mrShbuirybzabBrAJ8AFmPvNJlpUicknGUnd0dNh6Ie1DWlWtVtVoNEy5USgUtLa2pp6eHj18+FDZbNbOv3SV7djb2zNGHKkQ5Ar7tlqtmkQK4igcDptUjJlwFGZ7csGfZy/ZYo4bZBRd/TxZQscqzi+1mgRNPgMqyTI/SKAhL8LhsM1+Y9/xe9Q00RoaME1TplKpZAOxkYMTYOzv72tjY0Nra2tKp9M2BNMHuPwuGSXWTrqW1vrmBYyeoBQB+4l8HBvIeYUc5/95tw8ePFC9XjdimPNLsEhTmMvLqzomGunk83nVajWbGQQxdO/ePa2vrysYDCoajSoej2tkZKQleKVtNTZXkimV6Ep4M4suqYUokq4VDTdtug+I2cdk4vCzyIxPT0+VSqW0vLz8mWf7cwczAHh/9ff3238TAf5luZrNprXko+MGxbPUPPBy5ubmdO/ePeXzea2urlpREw6jXC7bFHSYla9//evW2cyn53Z3d1tY1c7OTmvhRzCBs+WQcPCJrmmBS+akXC63sCoHBwfKZDIaHR01phLwv7e3p93dXXV2dmpwcNA2FjUjfBZFhJOTk6rX69auj78jw0GnDVoCbmxs2LDF58+fS5Lu3btnkgIMCEMIA4Gr4ZqAPYBSMBjU7u6uycv8oWlvv+p0QkFmb2+v6vW6zQRgsCcttJEW8Jx00sjlcpqZmdE3v/lNTU9Pa3Fx0YZVkc04Pz83aRwdyHgP+XxeGxsbmpyc1MHBgfr7+zU/P2/NAWAVCBqk62FRPJ8ky8Dx/ARftPGkdfjm5qZl57gPnC5pYp+up503xf3MVgDk4ICR/ZEZ6u3t1djYmAFWuv+ghYbJp36H1D8MiyTbh4VCwVpX3rp1y9otBwJXE4dpg45sk8FrzDdA4kfB6ufRzn6eC6fD/peuHYiXl3mQj1Pgd72s9PLyUrVazerOuFcAwsDAgM1DoAOhlyAB4HzQ5NvWepkPbB7/D7sKOQPrzWf4AMlnAACSrIeXM3kbRTaCrAFdk1g7D1h9QwK/1oBdXz+BM/cA3r8TL78jY8DeQnZCAAJTS4MVGrN4uQNnkgw8z0zmz79jnp1198D1ZhYJh8x3sA4AcJ4DsMoeI6hgYKLP+AAaeG4fGJCl5CL75AMDL19lz/K8PBM1FT6Y8dPoWUMPWgj0eE6CaZ8hZM/wjF5S6TN9N4Mx6brLH3uB/78pnftZr7OzMwNG09PTevfdd40g899HxhyJNNkT5GW+qyRF65AJ7FOeO5vNWp0sexPfzhkAVEtXM99gpzlz+/v7ymQyLd1FAbUEtoeHh1YPgaQdvwJWgdg4OTnRxsaGSXvpVkkQgJLCz7Bh77K3IBE94YmvpiYCX0utB8A8FotZxsH//sXFhe01mnv4DKmXIrKf29vbbfgy2YpQKGT1vblczmzz/Py8RkZGVCgUVCgUDDOtrKxocXFRT58+NcnZ8+fPdXl5NYeGOj3q4lgH/B8kEmoLJtw/f/5cs7OzRlbgN5C709K72WzaoFO6ngYCAY2MjFgdEvVc+XxezWZTyWTSAgvsJzUuxWLRSgYgVvERFxcX6u3tVSaTsRpn9gmZlXg8btjAyxN9BtbLiTlD+EFIAZ+N5yIIo6acc8Q7xiZ0d3e3dD/7rOtzBzNLS0va39836Y+/6vW6lpaWPu9H/YW4kOn4tGpnZ6cGBgasCH5yctLY0Y6ODstOzczMqKury4zH8fGxPv30Uz179syGXx0eHur+/fvWtpEWd14TzATU8/Nzk4whS9nb29PJyYnGxsaMofeAnpePU7q8vLQN3N3drcnJSUnX07vpJDM1NaV6vW6GEIDBYers7LQ2y561pGsXwCASiSibzbaAGbIo9Xpd6+vrWltbU7PZVCaT0fT0tEnj0PQWi0VrGoCx5Xn4rmKxaIEO6VrSyIVCwdopw9J0dHRocHBQx8fHWltb08cff2yZFYx2MpnU7Oysov92nsDU1JSx/9KVoS8UCtrd3dXY2JjOzs6sqwctFGnfOTIyouHhYes05QEhqXvPLgIseZ8wJ6TJMcZkxpAvASi8bI49MD09ba2vCaQ8oKDOJZlMqlaraW1tzZwI3XsoXEQ37WfokPrd2dmxzCKaWeQAyI4IdmliUK1W1d7ernQ6bXVe8/Pztv8Cgat6o5GREatXwikA0PL5vK0rjuSLnv2bgBmwiNMhM+jrWjyg9QE2gSEgkaGnx8fHxjICWJrNpkk5yaDALqKbxqDDoHKPyKQ8Y+jvCWaYzlqcqWaz2dJowQNjbIl3KOw93wLZS9Q884wj5ewSAAA8YelvSkhYe7IPPI9ndfl5QD4An3v1tSvcB5JGSBNmgBCQwLAidaWw1tev4dhxzj4YwImTQead06gDooD1Yg+zzjyvB/0EudRKeUmZZ/p57zf3o5e+Aa4ZHeCzSAQPZBJ8AC1dZyD5fp6LzmOAfNaH/chzexnoT9qfPgDzWSSum+vMXiV4/zKu9vZ2K9y+d++eotGo+TTWlvpF5NKA/P7+fpMKHR8fK5VKGaBjrQGArDeynIuLC5VKJSOn6Ero9w7rgZSd9UCZASFAdpHaSPY9s+JyuZzW19dVKBQ0MzOjUCik3d1d6x4qyeqBV1dXW2StEFx0TQsGg9Ycg4wFexMCoNlsanJy0u6HIJ0zCdPOXsEeQTQge/INVSDlqLdhH/kMKv46HL6ad0Kdyvj4uDUoOj4+1urqqiRpd3dXa2trevr0qSRZA4VYLKbXXntNk5OT+uSTTwy3lEolG/ZJbWokEjFpKPJJggafUaLByL1795ROp9XZ2WljMPr7+61RiQ/SIR2fPn2qWCym73znO7bePmgGYxHk+MCAzBLJB/xrOp22eYabm5va3d01/OZr5T799FN98MEH+upXv6qTkxOrgSOY8oQb9sS/m0ajoVKpZMkCCE5sDYE+HUt9Rpt9FQgEtL29bbJMJJSfdf07zZl58OCB/t7f+3v61V/9VfX19aler+t73/uefuM3fkO///u//3k/6i/EheGWrhgAhjey8NRJADZ7enqUzWY1NjZmLAh900OhkMbGxhSLxZTP5/X8+XP98R//sZ4/f66HDx9KkhX0+VT0yMiIyZDOzs5ULBb1i7/4i4rH49aSlnsFiBAMSdLBwYEqlYqq1aqBXia+DwwMWCbE66wlGYtJ33XpOmXa3d1tMiPqMSjY4yDB8Euy3+eq1+v60Y9+ZPVFBHHFYtGKFMl69fX16cWLF1pcXLSuIpIsXUy7aWo4Ojs7bXYODo9sCWtITc6tW7c0PT2tly9fWlCxvb2tVCqlkZERW69SqaRgMKju7m7Nz89bx7bl5eWWQZunp6em/61UKlpcXFQkEtHt27fV2dlpB5iUOus2OjqqZDJpGREAcq1Ws98BdFHHMjs7azOQMAjUCNFcwcuLAHSAFoIgnAapflLVHqQVi0UNDw+bNApJBWw1YA9HjXSQ7JQHlcw+ikajluX03Uno5jc8PGytLX1dFJ1fmBgPuO7q6lK1WtWHH374ufrNf9bV1nY9AR0nwXcBQGBJvTxGug6EAODUkEhSMplUpVLRzs5OSzvpg4MDCwQhMqil47MgTHyWTpI5CQ+CYdJvyu4Av/zjWVlfc+Yvns2zrjhAyB4fkMAM+0AEkMXPsw89+CD4kWRBi89CweDzTmAaufhMSADumSDFy/Z8l6NgMGjDBNFuk/3t7Oy0DHModNWRCgkpv+ulVTCuBJvcNxkg2G1+DsDla5T8mgcCV0Xw7KObcj3Orl83iC2AFICA9eG+ON88G3/mg072ZzKZtGweABQAgWSYd8P+IdglKOMde9KG5/HBJj/v5SY+K0hWykua/Np90YsgdG5uzqa6t7e3mzzK1752dnaaf/fkX7Va1ZMnT3Tr1i3b1/V6vYUwYD36+vrMXu/t7VmtDO8eHybJAkyym7RqhgQ5ODgwP3J4eKjV1VWtr69bN7SZmRkFg0EjUcLhsHZ2dtTd3a2lpSWl02nbu+Pj40bOkuFfXl62mlxAMt0EybwR7JCJYM+jKGBfYI+ox+HM4nd9QwXWAh8ViURMVg6pC/hnX/Mu2S8oVfApqDckaWRkxNq+7+3taXx83Mg47Cl7oK+vT+VyWS9fvrSmCG1tbTbrDzsaCARsbcbGxjQ4OGiB2MXFhcn6E4mEqtWqnWnOL40bWCvUN4lEQgcHB3rx4oVmZmb0yiuvKJFIWMDB/sK/omAAJ/X19dl7Zm8fHx9bh96LiwurrWafgks3NzdVq9U0Nzdnncm87cUW+eyu9z+cVxRIvFPIPx/MeJku68qeymazyuVyKhQKNnLj85AZnzuY6e/v1wcffKC/+Tf/pv7W3/pbxrJMTk7qn/2zf/aXbt7MxcWFCoWCSqWSDg8PNTY2ZoPbcrmcAoGA9cKemprS+Pi4sXewSrlcTsHg1WBADk9fX59WVlb0+7//+3r58qX+7//7/1Z/f79GR0f1yiuvSLqa38JEW3Sx/f39euWVV2zA1NDQkA05hM3o7e01Q4ccABYEdo7MDgHTxcVVpw3qd3AqsK5E/vyZL9SCTcCgMAsHJp7aIGR61CGsr6+r2Wzq9ddf18zMjKampjQ1NWUgl25Vd+/etXQzshVmK8A2NRqNlgPU399vBYT82fLysvL5vObm5jQwMKBCoWAZie7ubnuPX/va13R+fm7zanZ3d1WtVrW0tKTR0VEb4AULSW1HW1ubtra2zAlvbGzo4uJqyvHx8bG2tra0sbFhGR9qG5LJpBlqWHakcTROILvB4FOCkWAwaHVXvmUs9Ve0fby8vLSfw+AD5mC4WNO2tjabU8P7o5AYOZkk6wDjQSKZB+QXBCoYqFgsZgw4QLOjo8MmvyPLI31OKp/5CvV6XQcHBxoaGjIZy97enqW46/V6SwHiF7nYt9QsNBoNm+2DEyDA8eDMgy5Jpv/nnBHsox+Hrb68vDRN+97eno6Pj5XNZs14E3SyFgQrBIkAVt4JQJS1xlHyfgCdPkvI/vGMPpd/Lq8RZx3YBwQS/Cz3B8hmLZHQkIEEQBFMESAADKhtQfoF4UHBqv8uwAz/EPThGKVWKRPPzp4ks3t+fm7AksCTWknuk/dP1oy6QNjZm5/pAzeynjy/d/ScMQ/WsWesMb/Pc/G8kUjECAz2w81aJL6DIBP5Gzaf3yGLig1nvckq+e9gLQigCeAIfHywyp7iDGEP+RwKtX2Wj3fOc7BW/v99ZudnvQ4ODjQ6OmqEyuXlZUuDETJTwWDQgjxAK4Dq/PxcuVxObW1tGh4etiwOjWt8Ngv72NHRoWw2a2w47wVbzO+xN25mtpETs+6hUEjDw8O2JrVaTSsrK0qlUkaKdHV1mVSqXq9rZmbGZKvU9kICIhGH6KQZEJkcwC9nFTVIo9FQT0+PdZ3CT6ZSKcViMeswSiMhfBdkMSQC3VglWbCOXSJg8jJZbA5+tb29vWXGHu2jJZmcSroqjk+lUuZjwAAEUSg0Pv74Y3t/yOQqlYpOT0/17NkzdXV1KZ1OK5lMKpFIaGBgwGTqlFxQ0yrJlCPFYlGRSESDg4Mt4xI49ycnJ5qampIk/at/9a/0ox/9SL/yK79iIyQktUjdeM579+6pVCpZswefFabeBayHDG1xcdGaUe3v7+vp06eanJzU/fv3TVIHJiHQ9xl1bK8/x52dncpmsxbUoqxBgumzPPyD/SJj3tXVpbGxMUmyABmb9tOuzx3MSFctTX/v935Pe3t7WllZUTQa1cTExL/LR/yFucrlsv7BP/gH+spXvqL79+/r7OzMNqMkq525ffu2xsfHrf4Flv/k5KSFuenr69Mbb7yhjo4Om9/ygx/8QD/60Y9MglOv19XR0aH5+XkbIrS5ualKpWKtek9PrwZatbW1WQaE4MVLLJBjHRwcqFwumzZ1YGDA2gACTn3gcXl5aa2YLy8vLVsCIw4DJV3VSRWLRT179kyTk5NmDAEkklqGZ/JdtO6lI8jc3Jymp6et+O/o6MhAbSKRMFbMO2EA+sXFhcmMmHUDcCbzhNyBzAmaVIJF2JBsNmuZKlLUSE1gJ5DoYGT5O9oKUzeCM1xbW9Ph4aE+/fRTk9K1tV0VwwNEYbd5tuPjY8v6bG5uanBw0IAPzA5dcTDarC0BBMWcm5ubymazxrYgWbi4uLA5BpFIxGZrBAKBFlkc72R/f9/YHS8xxChhcADgBwcHyufz6u3tVTQatfXiHbBnLy4uFI/HzUjTnYcaHtg46nSCwaAWFxctY1MoFMw5LS8vtwCmn/WqVqv6+3//7+urX/2q7t+/b1knAgRkol6OBjsMyPIgGpBbq9U0Pj6u4+Njy+4gY0VjTnc5mEGYJ6SgXvbGmgOab0qyALg3gTv37CVl3DtBzE8KaLxkinPN3vNZHy8Z83uczCPZLZ9h4M+RKXgnxmcRMEvXQ0U9cPHtsL0j9c/Es9wM5CBrWC+ykAxyIxhFtgNjDOMMmCRbiW3yAQNBH89ws8EE78+/E54RgMqfSdcSPQIk/5x0mWIv+uwdNpG94muruMdgMGgBJGSD30c+aOczyN75+hifZSNI9fsOtppzc3p6ar4JgMNZ8FlFXxvxwQcf6IMPPvhS6nL39va0sLCgUCikmZkZ85vYPEAiWSck1UgcQ6GQstms7ty5o83NTe3s7GhsbMwK59kfSI+oC728vLTGArwrALvvDuiL9rG9rBHYAIkaBGAgENDQ0JDJqBmwODIyopWVFRueSdMBbAok2dHRkfL5vI6OjjQ6OmqBvCSTgGFT2Etki5B+l0ol7e7uKp/Pa3Bw0Lqx+feIZPXi4qqwvL+/32wY/pvvpsaDPQP+4R44p2AabI7fpwBsGgd1d3dbpgj5ms+ecsZRF3R3dyufz1uLbYiux48fGyG6ublpTV/q9bqKxaJyuZyRH0imec/Hx8fK5XLWMMA3TGGtw+GwZmdnlUql9PTpU7148UKpVMqCH2wP2CgQCOidd96xLAvnF7tBgx18kW/0g9Tu+Pi4Ze4ezQ7w5Zzrm7bMS2LxYQMDAwoGg6pUKqrVapbNA+Ngp8n0M7+J98VZTKfTWlxc1Hvvvad6vf6ZZ/tnQgb9/f168OCB1tbW9Lu/+7v69re/3dIq7y/DlU6n9V//1/+1GVY6eNBB48WLF8pms5qYmLCMyNnZmUqlkur1utXUhMNhS6OSBg0EAhofH7fU5wcffGCHOZPJ6M6dOzYMC0kZTC3AZWFhQdPT0wqFQjY4Cdby+PhYS0tLKpfL2tra0tbWlnK5nCqViiYmJozFwBgDOH3xGWCNgjwOE8zxwcGBZYSYeZJIJLS1tWUGh57qtJHu7u5WR0eH1T+USiXr/sJ37e3tGUj3xbA4c+4H50FxOFkILx2hroICS7Iofripb7DgU71dXV1KJpO6ffu2tre3W9pUJxIJpVIpVSoV07FeXFzogw8+0IMHD2yYZygU0sDAgDH7yFPy+by6u7utHgXtKUbz8vKqBunWrVvmqEi9w9LSUQ3mGJCD8UfGUqlUrKYFWYAka/NIWp82pDBKMDWkeWGMcFa1Ws3ALaBIkmUvmLW0sbGhZvNqwNitW7fMSQQCAZPs7O3t2TnL5XLKZDJWxEidmHSl46YDCzKH09NTDQ8PKx6P61d+5Vf0P//P//MXPvvxeFz/1X/1X0m6bkXra0UAaTgDn5KHTACEeikNhp+1ohkAAI5sC1ko1oagkvaYPtvB7/IefI2EJNuHPnMHeeEZM8gCPofABhZaUksdBPIWWMOb9RX++3GsBBhkaXzdE9+BzIe18F18WDf2OqCez4PBBZDBekPyeNkKzpF79PdLnYqflUVtGHJAbC2yVQJW1o0gw2dcWEsvf7spMZPUsneQgQEY2JPcM405fHbQs658rg84PBAnuPF7GjvkiSvugzVnv/jaJX7fZ3s8Y8/58JcP1thTDHXFrgG0+XnuB0ksAy5/+7d/+2c57i1XNpvVb/7mb2pnZ0d7e3t25smKsAYQWfwZGSb27+zsrCSZrHB8fNy6kLHegHdPnvFv1pSMBYw1klD2AZl9fO7i4qJOTk50+/ZtmxEC+Qdjz9BrcMsHH3ygdDptrZn9fBCCgba2Ns3MzFhmArkdfp3aCbLLXV1dOjs7M/B7cHCgTz75xBQYZOB8tqm/v98K2lkLzgB71jdW8jVT/A4ZXfYnKgTfRADMQhDtJfR0r8WO8I74f1QfBI37+/taW1vTwsKClRLcvXtXZ2dnLSMN8GecB/YzKgYwy9jYmNW7eNku//T09GhoaMiypKlUyoLFdDptZ7C7u1ujo6O2DpAREFHeJyF7r1aryuVy2tjYUCQS0eTkpNVDsXer1aqRkj09PfaO2JdkLvEl2H+enX/39PTo4ODAbLqvkSOo8nVZDDiHPGNPJpNJzc/P6/Hjx595tj93MPN3/+7f1b/8l/9Sv/7rv67/4r/4L/Q7v/M7+rt/9+/qb/2tv6V/+k//qf7D//A/1L//7//7n/fj/n9+AaTC4bAdurOzM2sXHIvFND09rXQ6bQCS+gHAJMMEfb92GEakX1NTUyoUCtZZY2hoyNgQshzZbNba5EmyabOSbIARbWrb29uVz+dVKBSs7oKoGiZoZ2dHw8PDkmTsN47P6x4lWecRL8cgc4MMiYFNu7u7xu4AeHFMbGhYgMPDQ6shePHihS4vL5XL5XR2dmaazrOzM5t9AkNB4dfo6Kh6enoM4FFU3Ww2LcInE8GwSFojhsNha8d4dHRkQB/D5SWBBIsfffSRDSptNq+mFm9ubmpzc1Plctk0oHyvdx61Wk09PT0WIALIYaOpa0qlUtaDnwxWtVrV5uamJFnhKGwShpxgpVQqWc1SJBLR+Pi4dnZ29Mknn2h9fd0mPAMOjo+PVSgUrHPN3t6eRkZGDDDs7+9re3vbikP7+/vNsQMwT09PLYChkx5GDmYbJ083P9aX90pWBd0x7TPfeustTUxMGMiJRCI2N6FSqWh6etp00DQ2+DKkJmRWw+GwsXHS9RR0L2+RrrtReeBIgEEGBEAXDl8NSIM5xCkx1JXvwKHB3sHgkR1l7X1dgnRdC+ElUF4G5dsbe/mP/z3/POwx1sWDTq/n9sGPDw4A0EgG+Ew+FwcH6Ad4EET6rC6BBhlSbArA2b8LQD33wP34z/Jgn+wF+9s3N/CZHxws2QGelftGuuolIlysM/sDsA77ezMbA3Hh2Vb/vAQQXq4nyXwNn8XzkB0DTPtgmM9jv9IxEkDFmknXRbgEKOwB1oJ3DnAD8PigEradodTIiwDD2EjWDOLnprySbIjPeH2Ri/pGZqTF43H19/drf3/fzmFbW9uP1X0QHJBxyGQy1nW0vb3dCrBRVABSOQ+w7nTFZA94+Y3/7/39fQOQvb29ajabGhkZUaPRsJrSRqPR0rqcIJV6VoLVwcFB3bp1S6FQSKVSyWxJb2+vSYdoIQ+JCM5hDxBYEVx1dHToyZMn+uijjywo+PTTT80nTU1NtfjLZrNpcnVsIllL5IiS7Pt9lpPACgx2cnJiJClnm3NN7SlYCHvLOSSI5/36bnxgh2azqWq1qt7eXvNPmUxGt2/fliTNzs6aT4ds4Cw3Gg2T2AUCAcvSSzJc1Ww2zU96wobsMPslGAzq7t27ev/9900uBjm5v7+vbDarTCZjndloye3rJDlfBDP7+/vWupkBrfV6XaVSSdKVrCsWixm5zh71/sMTJMhO+Tv2JZkuT4bQXIWs/9HRkSqViiKRiBGekJ4Mzszlcjo/P28ZT/LnXZ87mJmamtLi4qL9/3/6n/6nxlRL0u/8zu983o/6QtejR48M+H/wwQd6+PChotGovve972llZUXxeFwrKyv6L//L//Knfg7GmpkEHR0dWlxcVKlU0ujoqG7fvm1TzP0LgakbGBhQT0+PFZD7g4UEjCiTqBzmgMNJkfPZ2ZlNHO7u7rZ6BIx5sVi0Vn4U2IbDYSsovHXrln3X6empDWlElsRBQ6Pb29urYrHYwo6tr6+3tMYF1ADIVlZWtLKyolu3bplBQdsryQKfRqNhNTs9PT0aHBzU2dmZFe3HYjFjXBguSW0ERe44XIINOsjAHsKEot3lGTAcFxcXljol0Ozr6zMQPTAwYNIn3i8GjPaZx8fHevTokY6PjzU5Oanh4WGbSUBWhLXs6OjQ7u6uOWe+q1wua2hoSP39/SqXy5ZF4ZkxdnS5gc3r7e21ehsYY4AN2RaC6a9+9asqFAoql8vmJCqVig24ZHLvzs6OpKvMCgNL/YwlutUUi0Wtrq7q7t27FjyQiWhru2q3COgMh8M2sfjo6MgyiAQ4TCam7Xmj0VAsFtNHH32kvb09zczMWAE2f8d9YNwHBgZaMgufRzv7WZeX6cDesb8AlD7r4sE+gRCsE4GMZ94jkYhNM6YFOc7PZ86YhYIDOjk50ejoqHUi4xzi7D1YBAz4+pKfVHfgAw9v+wAK/Cx7j/MEQQGY4fl8MIQT452wFoB9ngvn6gkVmGjqjvgMzhbyHiQk/AzBipc28W5uygD9O/FsogdP3B827abjRjoRjUaVSqVsCjdOHsfNe0Gmh23iDGNHCXjJ9GGbbwJ1L4tjnwHEyCrxe+wVQAKdl9gzgC1fm+Lrs/x3elmbl1b6jAwSZcDSzbXlXiqVigE4Wg+Xy2VVq1WTDeFDGGJMhpz9RIBOwPRFL6RvXiaFUoDamXA4bA1n+Hky6KOjoybX7ezsVKFQ0M7OjvL5vBE/gHgCPV9nJslsB3uMwIE9gm1AOkWGuqurS3fu3FG1WjUgSXv7UChkWfJbt24plUpJup5fEo1GbR/5InbsXKPR0M7OjgYHB02+xp7w0i1/Tvb29rSxsaFEIqHx8XFNTEzo5OTE2viPjIxY5v3o6Eg7Ozvmj09PT3X79m0LDgnGsCE+M07Aube319LSHjkaHdSonaFpztnZmWEs5vtAJB8dHZmP4fekq/KDcrmsV155Re3t7VpcXLRyA/ZkIpHQ/Py8jo6O9NFHH+nRo0d69OiRvv3tb5sMHFIqFApZE4BPP/1UL1++1DvvvGPvh/XAT1Nbc3PPlctly+LTEGd7e1tnZ2fK5/Pq7OxUJpOxd+5beBPsUF9TKpVUKpX0J3/yJ3r48KHZGoLozs5ODQ0NmUIEWS92GHtJEoBsDIG2t9Fk4ZlpRbDa2dlpSgawEu+g0WiYPxsaGlKj0dDa2tpnnu3PHcwkEgn77z/4gz8wqdlP+vv/b16/+Zu/qX/xL/6FotGo/t7f+3s2uPO3fuu3rKPad7/7Xf2Lf/Ev9B/8B//Bn/s5jcZVgTGg5vz8XH19fXr11Vc1Pj5uOmk2D4e4q6vLiuyI+GE2KKbjEMViMRvIFIvF1N/fb+0QOzs7tb6+bqlV7oc0ciKR0LNnskkW/AABAABJREFUz7S1taXu7m7F43FbY2QkpCNJRdIxxcs1CKqoxwH4EFjh7DAW6GOlq4GesOXlclnpdNpaB9O0IBaLKRqNKpPJWKAWDAa1ublpNRjSlbQnk8lYNgdd6vDwsFZWViwgwajz+V4aw3vj4GC4IpGItYWEHaGxAEy7l0rRBKBSqZgmlsOJhvz999/Xixcv1NPTo7fffluzs7OmKcXpX1xcWBYEh867o8Cu2WzampByRj62s7Oj3d1dKyJkbgt7yrPaMDgELAAYnCoGLZ1Oa3NzUxsbG7q8vNTw8LAqlYqWl5ftXtHO0xp8ZmbGvoMZO8ViUfV63Yav+vod79wo2uvp6TGHCVsMeCNdvra2ZgWXZ2dn1qgBgAh7s7CwoIGBAQ0PD1v7Yg+0vujl2WPu18uUAB44evYPPwMxgMNlb96UnHGOUqmUcrmcMcB0LULGWKvVrDsi60Eg4ll6X/cAo07jAN9FiT1/MwvjL7+WPkCjQQdAmffHc/GM/J6XqvnASrqWS/HdN9l+n5khk0eXMa9795Ixzr5/pptZNG8vPFhnPX33OqQ+xWLRyAZIH2Rmw8PDmpycNKDHPXj5H/ZIusrQINHFLnNmyJiR+SFgI0CFqPJyJc+Gnp+fmz1GLoudw/5DehEow257SZiXifmsi19b9iB7SboGszcDWUAKQQtzyur1utW8cd9ILAmu+FyYe4Jh7BX7/Ms4+37P+ODXAynkfQBmajN7enosK8Jn8D7ofobt9HVWBA+APc4n7ZyRe4FFIIZu1hh4v0fXzLOzM+sYtbOzY7JWgmgUJh0dHUZ4+UAeibEPqnz20EtICbLonhqNRvWtb31LIyMjBry3trasDhNSsVgsWk2JryMjU4X0m/UJBoMG5gHE/BmjGADqSOIZWcB8FLJ/qEXY/9h4ziAKCUjD7e1tHR9fDfLGB3Z2diqRSCgQCCgejyudTlugeuvWLe3u7uq9996zmXNtbW2mbGGPQxzcv39fr776qmE+pMblctl+FjVHs3k1SwYJFvUntLkuFAot9b2QGOxtbDqYBlXL8PCw0um0Pv30UyPOCTRCoZARs+BVJPvsHewE+4K9RoYHuRj2jqCbmm5qx8h2ooChlAHcjSrF2/Ofdn3uYGZlZcX++7d/+7f1ne98p+Xv/98amvmd73xH//yf//OWP/ve976n6L+dSi7J9LU/LZiBja1UKioUCopGo0omk3YgMDjIQEhNBoNBi6oZaohBQuKxu7trYBynt7e3p7GxMTWbTb148aKl4Lirq0tTU1MmHSKT4aVp9+7ds4ALA8dBhimCwTg4ONDGxoZ15/JFc2dnZ6YnLRQKWl9fVzQatecFYK6vr2t9fV2Hh4cGekdGRqzzVCh01RElk8lYcRnAutlsWhMAQPzu7q4NYfPFoRSMFwoFA0ShUEh7e3v237CAGDYyFJ71gjEEfDLEsqOjw1KXHKjT01OTlOFga7WalpaWTOL0+PFjpVIpvf7665qdnTX5HAaKd4DumgAPhi8SiejFixf6/ve/r7OzMw0MDGhoaEjNZtMK3jB6kUjEBl76Lkl8LqlbwF5vb68xLqenpxoaGtLx8bFqtZrJ8nZ3dxWNRnV5eal8Pq9sNqvJyUkzNBj0/f19Y6/i8bi19K7VahodHW2RHhQKBTN8odD1sEEPfGGqYRiRrx0fH2tqasrOh5dI0lKcoPBb3/qWGV6MmK/9+KIX4MxLY24GKAA5b6x9YbWXDAEOfO0EZ8E7iWw2q0qlou3tbZsJdX5+bk1HfPYFOSJglD+HaaVomgJOwBjPADj2QYCXCbCm/A6dvMjYAvA4Yzh/QA5sqs+88HkAb/6cM8r5JqNCBhu5F/Iy7pc95WVryEBYc+7DB22ewOD+/PqRQSaLzUypSqViM666urqsiHp+fl6ZTMYKpr1O3NeiwCqjf+dcQHAR1NCMBZvGffnsEjab7/EZf2wW5Bodt5Bp0QYdZp/PQtJzs7CcANMHM34vs2fYh/5nYbXZfzyn70oJUUQ2ydcUsQ/pqIREmM5gBBdeIfFFLt6Fr1PyEiSplRlGjkhGjEBOks00IgOdTqeNNASQwZBjQ33HR9aZQAg5dS6Xs6w+OMGTfJwDsAmSpYmJCSMKISr5TvYKZ9Q3iqEFLuoGMvYEE14WScapq6vL5pkcHh4qFArZXqBrV7VaNRvPn6OGIZBCQkxdC8EMEjn8iM+Ysm6cLewoa8Kaelmo/+z29nabZk/ARheyjY0Nm9vS29urQqFg+I6uaMgQy+WyNjY2dHx8rG9+85uamppSX1+fYRH2DDLLw8NDPXz4UNls1rLydDHFboBdGEsRj8dNsUBJAA1IsHXlcll//Md/bB13kdt3d3fbjBv2piQNDQ2pu7tbh4eHevr0qZEimUxGZ2dn2t7e1ve//33Nzs7a/d9UKNw8x2TqIG/b29tbSE867EG40bXX7yNwCPJv3g0qls+6Pncw8+DBA/3Nv/k3JV0FD48ePZIkra6u6h//439s7eT+37hWVlZUq9X02muvSbqSnlFvIl1lAbi/n3bh7ChoZiMAcpEbUVdTLpetW0iz2TT9KZEzGtqjoyOrDVhYWGgZYnlycqJnz55pfHxcoVBIOzs7uri40MzMjHU0A8wg6zk5OdEnn3yimZkZAxWSrBBPup42DjtKDQKAc29vT6VSSSsrK7p//74V5G1sbGh9fV2jo6PGuFxcXFjtSlvb1bwZuo719vZa73xYRRhjP0vFO2QCCPqJo2eVrrrGwXyUSiUFAgGb+YMEABBFFuv4+Nj6sdN1g2zZxcWFNQtIJBIth5DAoK2tzVpefvLJJ1pcXNTW1pYkaW1tTc+ePVMgENAv/dIv6Z133rFgDA1uNpu1gwab1mg0rKscIOji4kJLS0vGpnd0dCidTltaWbrWLfuiS5onwDCtrq4a0/rgwQN1d3dbliccvpqZMDg4qMXFRS0vL1sqOBQKaW1tTYFAQG+//bampqbU29ur9fX1llqnk5MTyxBh8MhIAiZwMLxnjBLaV4AZYBUWk2wdRfwEi/F4XBMTE2o2m/rd3/1d3blzR3/lr/wVC+xgR70j97UTX+TyAAvHwJ8TiHjH2Wy2tqL1GQpfEOmDEQAPgV0ikbBgt1Kp2Hqy/hSEEhT4IWfSdVcu3mtXV5f6+vrsjHpghj3wNs6DwZvgFEaNf5BfklX1bOrNzIrvZMZ9eCafdQQA++wVtgZ74aU4gHzWw/+Or+3gXfoMEbaC2hL2LZkSiIfDw0NrSgLrKckkrkNDQ8pkMpYpAPgDrvx7J8BEXkurXWpZkO0CRiE0YKh5Z+wtAmH2k3Tdhh/GEzKFLDu2F/9zcXFhQROzR2BtfdDksxRkabxsjkCf++X98G/u82bmEODrL38PPlD37wqpMc/ss6Zf9Go0Gi2dCil0JjAl+8W9exky9whYJuOFtIjOphA9/mxyhj0hE4lELNPPWQkErjpSIR0m+0MQj9QK+wvRR5dPRj3wGUjOb9++bWMoWMfj42N98MEHyufz+ut//a9b3Q82gqCPMwXZRPOdWq2mWq1mwSzEzMrKipaXl/XNb35TQ0ND+vDDD60QHXu0tLRkUur9/X2bKwP4xc7u7e0ZySDJwH8gEFC1WrXusq+99lpLlg1Mx/tmr4Jh6PRKATq4LRgMGsBmDx4eHpr89eLiwgKK/f19dXR06O7duxY4oHxgCOjR0ZFWV1e1tLRkw1ohryAGEomEtewmu0qWz3fAi8ViFgQ+ffpUkUhE3/jGN5TJZPTs2TN9//vf17Nnz6wxAIPBIQawD+xz/PXp6anS6bSRnyg76FJarVbN5vlgDtUP+5lWztRsca739/ftrEHgekK3p6dHAwMDLWRRW1ub1Qh/nqyM9O8QzPziL/6iHj58qJWVFf2zf/bP7M9XVlZM6vX/1lWr1TQ5Oalf/dVf1e/8zu+oXC7/O3/G7u6uvvvd75ozeuutt3T//n178TiBZrOpw8ND7ezsWLajv79fvb29JhGh3oPakuXlZYuss9msxsfHW/4eYE/R9OLiorLZrPr6+ozpgZkulUrWSYMidxgjSZYJANh4honNymG9uLhQX1+fTaJNp9Pq6+vTo0ePrG6jXC6rUChIujIo6XTagBjFaZLMAcNU+ULSw8PDH2sWgPSiVCq1dETp7+83vWyj0dCHH36o+fl53b171+4fLTa6UpyhL5ajbzs1GDw3wR3ZHNr+LS4uWqDw5MkT1et1DQ0NKRwOa3p62vSaOJ+Li6uWjtFo1AAKkqFIJGLO4/T01DrCYIgmJydNG4yj57kIuAgIMGgvXrww40Lh3PDwsIaGhhQMBk2iQI0EBvjly5fa3t62OQhzc3OanZ01cNzd3a25uTlrqAATzTOXy+UfaxMLECW9XavVTFJG8wjug8J3WKZI5GoAGqCMehI6AvX399ukY6/NJxB68uSJfvjDHxpY/TIywNVqVf/L//K/2DO+/fbbevfdd40k8Ew++5d/cJYAW2yED7Q8m8xeRTrV0dGhaDSqvb09CwQAR7QG3t3dNcBJtpds2k1g7w39TwqqPGgFAJFZwEExfBepFawmDtVLFzj/PttJEACr5uVtBCw+k8K63Ayw+HyCDwAxYNIXgvOzXioIcIaV9jVHOF8CGZ6ZrCxZA4ISGjIge0CmwnpIMrkP+5xghvvyRJjPalCzAcGBffQBJvvJB+9I4/xUblhu3wDAB+Gw9Jwt6kD8u2Ave6mVB/bULJKxgrjg/ZIVRoLlg0reM3uQegKeC/mYr+UgeHz69Kk++ugjOwtMNf+iZ/9//9//d9ujr7/+ur7yla/YKAAfUPugGbIAYsDv0UbjaiCzJD18+NCyAci/WAPUEPl83mTiKBlYD7L6DHDt6+uzPcf+4D1hI1FfINsiYwEIjcfjtr+9jJD9SMCAPJhgmTPsWXFPmMDOk+kkIzc9PW3S4Xg8rrfeesvkh5eXV+MgDg4OrH6WfcwZIJiEaKlUKqYEkWTB3cHBgYrFot2LJGuGxDNK17V8SMny+bwWFxcNr6TTaeveCnETjUaN6KA5xNnZmWUNwHyJREKZTMbO49nZmb0DZumsra3p4uLCgjfsFXaYc+FrhmKxmL13H1x7yWJ3d7eGh4fV0dGh6elpXVxcaG5uzoKTqakp66JK0wB8HOs5Pj6uer2utbU1lUolDQ8PW6MeyhiQCB4eHpqEkvUmmMeueKkz7wp77TEZJAWNZsiu5XI5PX78WO3t7SYTbDabX35r5pt1MtJVkPNlXN/97nf/3KBkampKf/tv/21Jsn9LV5Kz3/iN32iZX/F5r66uLv0n/8l/YhsTcM6G8lPMLy8vVS6XdXh4aNpJgDSglj7tz58/txT+9PS04vG4ydGy2awVOJMlYNIqE+X7+vr0wQcf6PT01AY53r59W6Ojo8pkMgYEYS36+vqUzWYNeBBc8Fwwm7RJjUSu2vnCslCATgDX09OjR48eaWFhQZlMRn/1r/5VAzYXFxcql8t2KCUZGEJKhYHg0J2fn9thr1QqZiiDwWDLmiI3q9fr+uSTTySpZYZJvV43phOZVTAYNNmcZ7UJEBqN61aDXqN8fHw1bZ5hmv39/TbrJRqN6t69e+ro6NDOzo6KxaKGh4ctGOPZJFkmq1arWXEjXc4AtDQMgMlaWVkxwIIDwgCQjZNk7AbNC9LptG7fvm2fTSDNfdC+urOzU/fu3VM4HNbS0pJJEDy4pACYbkO+y14weN1iGAbQ1zAAukm9w0Ijbdve3tbl5aXNiUFC0t3drXq9bgWGk5OT1ikwlUoZW4Zxh6W7e/euXn31Vatv+DJaM/f29urXfu3XrFWnLyrF2Xi5Fqy3rxfyQZ5fW5w9oAOHChA8OztTLBYz6SC1Yl6mgxyS1qDIXCENvDQJMO+DGBwA74xzyvngGWD6y+Wy8vm8tre3DXDQ2YnMMJ/PuuAcCRDYL152xlqi8+e+PcMOUOXeWFe+k042SDwBlXwGAJR/eGaCUGzGzSwMgQwdD/n+3t5epdNpIw7S6XRLZ0ECCiQqPmgk6PJZCZ6bPeL3EE4fRpjPopYGXwQI4JlZBzqV+focMo1khnxtC0CVTA57iKwTDDDg1EvzWFcyNOw1zgbECACfGgECJkCgr33hXlg7fFA0GlVPT4++9rWv6Vvf+pb9/f/wP/wPX/js9/X16a/9tb9mchjOliTbY4B87ht7wBoDKgnyqPngHBHQMl+EQA5bT00MsmGCHtaXvY9tSCQS9pmQcQQeSLjI2tBFs1arWW0oEjb8DsRUd3e33n77bWWz2RYS0Mux/N6lqQMd+BjMCZl3cnJiM25uBtKMHVhdXVVbW5t1y+J7vIw/GLzqUlqtVrW4uGhEIyoUSKXOzk69/fbbltnY2dmx98T7Q3YmXc/Nq9VqWltb0+jo6I8FKX/2Z3+m8fFx3bp1q6V98tLSkvr6+tTX16fp6WnbL2TakVH19vaa5A4bOjw8rI2NDRuRAH7ypDb+FH/BGeOcdnV1tUhkHzx4YI12gsEr+X0sFrPzNDg42ILTJFljBGxDe/vVoNFoNGoNoDo7O3V4eGhBDu+/2WyarI7sViaTUV9fX8twXwJpbxNRe/D/rJsnQVCxfPTRR6pWq/rWt76l/+g/+o+UyWR0fHysv/N3/s5nnu0vPoHuS7o+q/uYdCVv84X+0lWtzq/+6q/q/fffb/kzJGh/3oU2kK4TbW1tGhgY0N7enjkJJvtyOE5OTpTL5RSPxzU0NKTZ2VlrUQgY4+DCQKOVpHiqu7tbIyMjBuQlGZsBY/vqq68aQ7+2tqbx8XGTmJHGh3GhSBrHSEoWkEYwhryrVCppa2tLk5OTWl9ft7oZghEMK5KomZkZjY6O6vLy0mQoBFHoWTmYi4uLGhgYsINJASeReXd3t81PCYfDWltbs7+nu83Dhw+ttgcHgVH0GnOfDTg6OrIoHr0raV7fWQf2ARaGQObBgwcqFova3d3V3NyczX9ZWlrSp59+qnq9roGBAZ2fnxtIB7TUajXt7e3ZJO3x8fEW2Qhgg7Xyju/o6EjxeNzeHeDes5fMIMlmsxbIkKV6+fKlEomEAU60sUgBZ2dnDWzi+HhfXo7imUQv9/BMJSAHOQ4yxZ6eHgPl3rGSEfPPSCGol3HF43FzcGQcYXlovCFdD0f8PNrZz7r4bOoNAMKAGZ6dd+GlVACwmxpu6VpyczPr4LNcOEfeK6wb7Dh7i8wC+97LVdhbtDnlu3lP/h8CC0kGxAAaSE93d3etMQP69/b2dmPMfL0AjJsv9MZ+SmqZIeWzqF72Bnj0AYl0zQDjsMmA4cx5P6wzUhR+1zPoBF+AJIIZWpQiUaHoHFldLBbT8PCwRkZGLCvj9wnOmUDDA3rOJuCVDI1/B9gu9pPX/APSIBsIiD2oJkAMBALW/IFnZE0JJJHEsWY+wwfxhVTGM8O8H3/W2Hu822Aw2CJb4d5vvmM+h4wS5yAYDNq6AXAgR2gsQxD5ZZ17noPiYpryEMj6Z/YBs3RtfwhsCAxY97GxMSPNYJFZU7LU5+dXXaaSyaQVWZ+dnVn2BZ/Cvmf/eLk1JCSyHe4ZeRJkZiQS0czMjPb395XL5ZRKpSwohjhjP8/MzGhzc9Nsr8+ocT8Qh2R7eDcMY4b06u7uNkXBysqKdYidmprS+Pi4sewEkuCmRqOhWq1mfpLzQZair6/PgoFisahQKKTx8XFNTk5adglyEUKAABIfTCDOoGJIEu6b+WfRaNRk4MjCfQ2cz376TKokI8YgJE5OTpTNZjU9PW0ZYdaLeyY7xzn0pKbPskPoobDBdqBq4RxxvlARsIe8dJxzR4A9MzNjUq/33ntPm5ubam9vt7pjsAi4jMYcnkBnf5G1YQ2w/14W7Gv3WAek7n/jb/wNjY+PW6aXconPuv7CBDOf55qcnNSv//qv2/9/+OGH+rVf+zV9+9vf1m/8xm/Ynz969Ei/9mu/9lM/C4O+tram5eVlZTIZY/cplkPKBIgkemTiOsXwhUJBy8vLCoVCmpubUyQSsSL+9fV1HRwcaHBw0FKnSMjS6bRF3mNjYxoeHjbDenZ2puXlZVUqFZOb+SxLf3+/tQslnYlsAXaou7tbuVxOm5ub6u/vt/qcbDar8/NzPXr0SEtLSzo+PrZ2yr29vXr11Vf1i7/4i8YGHB0daXBw0BzU8fGxlpeX7WBIV5kEAsFEIqGZmRlFo1FjRyVZ0XKtVrNuZtL1DAjSvJOTk2o2myaLOj09taJIHDm1JpeXV91jHj9+bG2qyTgx1DOXy+nly5cqFotWgFmr1TQ1NaV0Oq1CoWCtG2HfEomEhoeHtbS0ZECddo6eMU0mk1YQ2Ww2Dbgzf6Ct7aq1JIzNyMiIzs6uBm4tLS1pdXVVAwMDNnMkkUjo7OzMWGQYKdokBoNBS+fTkpO1SCQSuri4MMDKfIJcLmczikihHx8fm9yB2US0E0ZfzyAtjBPtltkPsKy+g5zvaogxbTab1lKawKtcLlvr7dHRUbu3QCBgEiBm4sBKflm6+ba261kQOHcAfHt7uzF1gFb2PAEMAQsgywcwnAcPjrh/X7vig0evz8eJ4bTIbPhZIJwXAlQCBgCXz6LA8vKeyAAdHR1pd3dXhULBtMk4aV8PQUYC9p3vILNMcebNIAZb4TMKPJcPAL10BkdIi3OANWvNc7NGPPdPul8u1oP7h0EGWJBVpk4mmUxazRtD8iBRCDoBlnw+903WmX3B3r9ZR4VMlD+jQJtA32f0+HlACuvBHu3o6DCVgC/UZm2l1hbHPlsGaefbphJw+H8gjXwtDfuZM+FrQbAZvr7p5h4HoOD/kOkR8Ps19wHGF724X7LO3Jt/N4AvgngkWpxB32ACOwEpCnlJAIM9wCdRE4TEymdS/TU4OGjdw/r6+mztuEfeNevj65TwCbVaTU+ePNHFxYXefPNNmy3kgyIY8mw2q83NTQvIfEYZ24tSxUuokBVOTEy0tCNGqoQc6uTkxPAHe25wcND20cnJiarVqrWxPz091cjIiGZmZswW0lmM4A1W/+joyLphZbNZw27sdYYUQ7Jylo6OjkwFAFmCjJtgEbIymUxadskHC4FAwGyCD+L5Gd7F4OCgdZMjWKP2hropL2uELAD4Q05I0tbWlmXpaAXua9t4Rmwh5z0QuJ535mVxDLcOBoPKZDIaHx/Xe++9Z/8vyWb/xWIx5fN5HR8fW50x+w5M3Gw2W9aZ/ePvxeO4QCCgzc1NXV5e6pd/+ZctQGWcBSUan3X9pQtmHj16pH/8j/+xpCv5GR3Lfuu3fkvf/e53rdD+p3Uyk2TSsVwupydPnli3p5OTE42MjCgcvprj8uGHH5pcLBaLWQcxZAqLi4sqFAra2tpSX1+fXnnlFSuoPT091Z07d6yoGQNBkDA8PGytDolKeZFbW1sm+yL9DzAgw0Oqmz7+kowprVQqZnxoE/348WMNDg5aNBwKhWyS8ODgoEmtenp6TLr35MkTra2tmSyqra3NZEG5XM429sjIiHXFoLiLwZ0wSTjEo6Mjra+vW7oeY0hDAdLwGMZwOKxEImGGFzkYwDgUClkDBemqjmtnZ8darfK+kdhROE8XoHK5rIGBAXV2dlo/d0DJvXv3VCwWf8xhYXDIwuAcCP6QeIyOjpqM7vLy0gIVjAvOgVbF4+Pjury81B/90R9pcHDQDDMBNowd9zA+Pm7ZKIwdU4zR/NNNpVQqKR6PG/NDQX57e7t2dnb04YcfanZ2VnNzc9ahjoAJ0IUum4CbQAe5AQYeww4ALZVKxrzV63UbnBoIBCwAAlDSPQ8tNZkU9s8Xvfi8m0DJs8T8HSnwer1uGQ1fc+DlU55993UzfCY1Tuz7aDRq74zP86DOS4c8+PLrCwAmY+BBJsGML86HWGBqdS6X097ennWfIjAnu4eEgICAd0pAQCDAPXBfBHg8l3dgHmSzbwBmPotDkEAbXw/eCFJ8loa94b8PYOKlaJxDun+FQiF1d3crFotpaGhIExMTdvZ8TY4PEn1dCM8PecH38jxIFDnzyPu4Vz7X3yOfBbjm2fk5AH+j0TBATYGtD/zZM5FIpCUT4QNiABhtoH0mB0Dk97zPekFkwMKyx9i32EFYZx/ocd8+kyXJfo/v9nvii16ANlrhe3kmAYHfo+x39isMPe+T/QtBCFFDDQ7nlTPD+2KmGkExcm260iEPhvH3ckwf/Ph7p16W/dNoXI1GqFar2tnZsfvnveNHTk9PFYvFFIvFVKvVVCwWFQwGjWzC5+XzeWsFjXz78ePHajQampubM/IXBUt3d7feeecdk9UuLy8rn8/bmn766ad69dVXlUgktLW1pe9973tKJpNaXl5WLBYzmSv7Ej9Ho4GdnR2zU6FQyMjPy8tLq8Voa2sz203WKBKJWHCDbfZZb+rD0um0nTUUDxB9rB2BgZcA847Yu9h12s63tbXZu/b2C+ILko21JOtyeHhoGVvke6VSyZ6bDC3ZFuwF2aBG46r1NUQndpAzSplHT0+PMpmM4vG4Tk9PVS6Xdfv27RblCL4QqRx7hMAwk8m0+EbOEGcnEAiYqmN1dVUHBweanJzU0NCQ+cyenh5rle/fz593/aUKZqQ/P0j59re//e/UiICIPJVK6Tvf+Y5Ft+Fw2HSh3d3dGh8fN2OBYWBQFYb8xYsXqlQq+s53vmMAg0LyyclJJZNJk2mk02ljvNkQu7u7KpfLBoyl605B8XjcomdS77TVOz8/b+lmQ5eW09NTFYtFS9EhDzs9PdWzZ8+suH1kZMRYIg4EUoRwOKzh4WGdnp5aQ4NAIGBtDpkvk81mtbGxofHxcWUyGTUaDS0vL2tpaclkXF6OQd0N8qNyuazLy0s9fPjQpGFbW1s2k8RLYwhq+vr6LLvj0+7INchyjI+Pmyyvq6tLn376qTo6OjQ1NWUtjIPBqxoR5gLU63V98MEHVsRIxoZACTaIZgy0xyUwonCzra3Ngi7AcWdnpwVK4XBY8/PzBiqpf6GTCBmuYDBo7Z8JPCgynJyctMCRgAdnhUyIoHljY0N9fX0aGBgwkIaUsdFoqL+/37qZ4WRJ/XsJj2eN6crS29tr54d9TR1AKBSyjA6gpb29XaOjo5qcnFRfX5+9B9hcClrpFJfL5bS1tWVdbL7oxfrjaDizyJvoptTW1maODcBK8IDEyxt3AK4PbDy7jX1BNtLW1madEQG8GHGyEjhPnByfyXcAKHknXtLCM/m0P++mXC5rZ2dHhULBmGSIk1gsZlOskRlIsntk+CEt4QE8ns32LL137gBUmFAkKbwHD1p/UgZMupYAsW48L8EWAI3PQtKC7fSsM3JZzirEA9JJ7osghWfiLJAt9xkV//lkPLgfL8EEXPIMXmIEMPKAiCAEe+eJLdjQ8/Nzk9CyJoA6lAFeAsj3+AyWz/J4YO+Df4Jl9qMPxOjWWK/XLXgAdPK7XOFw2AA9nwMYDQaDLZLPL4PIkGQsPgXOgD4vE/UZRM4N3897IFCmyJpOmEynPzo6apHjIHWklgVgLamlTTA1R5CePiD3RAX3xJ9xZsiMRSIRTU1NKZfLqVAoqNFoaHBwUJJM6YFcGB+3vr6u9957T6+88opmZ2cN9+zs7KhUKlm9KlJn9vve3p4kmWSMDpbUnHV0dBiuAjiXSiV9/PHHGhgYMAzB+ABkn2QdCe7IzJAJof6YdaN5EWee9wpxAikBgeHfN7Wn0WjUGtuwLjQzYl8QvEDogbXIYt7MavK+sKXt7e1KJpMG1hkcDl7gPIAJCUpCoZC+/vWva3d3V8vLyybRPjm5GlYK6U4xfb1e1/b2tsrlsnXYQ7IFIZJMJk0eubW1ZRkwbBHzAMm+U+ctyWonqRHyxBH2GVzkA3r8PfsgFovp1VdfVSwWayFVOAOf5/pLF8x8WVd3d7dmZ2fV1tZmReahUEiFQsEmxVMAxr8x9GRMms2mVldX1d3dbZO+kVrxeb6eBc3i0dGRhoeHVSqVTDLm6yCImAcGBiy4Ip0J2MSgUHR+eXk1I+bk5ET5fN4AIXKip0+fKhAIKJvNGvtIO0MMH4HBxcWFSqWSksmkUqmUgsGrIZg7OzstM0lIU5J1INpmnkYkcj0sis25urqqnZ0djY+Pm0wO7X1HR4dlmAYGBrS1taVSqWRyNAzZ7u6u1tbW1NXVZfpXBk/19/cb6waww3h973vfsyCCw8TPBAIBC07Q09NikWJFDjiMF0wLqdJwOGxDOH3mo1Kp2HvyXV0YhipdtYQmgLl//74xxrS1Zt/Q7OBm8aEP2mBhcQQEKshnQqGQzTBCegKQC4VCKhaL5oA7OjqsjTWGCtaR9cFQI6Mg4AUsIb2oVCoaHBxUJpOxBhvIywBVHljA9qbTaVUqFeVyuRYg9LNeOBmCAUAf+wAZIeDGS1AkWVaCwldAnmewAfSASP/frK3/fNh62HufBZGuO2fh6ACVBIA4aeROSCuoGwPAAtJrtZrJiwjMk8mkksmkFSVjEwDtBEHUnBweHlqWDvkE6+kdmpcaEdT7TANBF8E38jqek2flffnsny8+J/i9KXMLBoNmO+n4yD0T4JDFhJggKAC0EHg0Gg2TUBAAQCb4gFa6lkX5oAU7Tmcm9g57AfDL+/TSShhOvpOAF4DEGoZCIQNBfpAywbGvKcBPoKPHZnOGfeDmM0U+E8c6EFj7drpk+8i4YquwGQTqN8+nz/rcDC6+6Nkvl8s6Pj42oObHG3h2nWfv6ekxwsBnRPB/vtFCqVQy9QNSWs4++xxfQvDCGSULjuSdi33Ov3lXBMR8N/cF8Yf8qdFoaHNzU3/4h3+ob3zjG1YTQr1OIpHQycnVzLfR0VF99NFHWlhYMIl7b2+v/uRP/kSvvPKKxsbGbITC5uamms2rZkPsOwiCjo4Oa1VNQIp6ACD/4sULNRoNffzxx3r58qW++c1vSpLm5+etuUC1WtXBwYFGRkas8JxnJ0hhZkujcdWYJJVK2XwVyDRIBOwshDME1e7urlZWVvTRRx/pm9/8pmUkaI+PPfH1UpJs7yDB9TJXT975JjP4VS/99BmIm8Qee4RgCf8ej8cNb7L+7N3Dw0Otr6/r6dOnhlWGhoasW69XymAbIbYYejo/P29Y8+DgQDs7O2b3Ojs7LQjGLiIHI7u4tbWlnZ0dC5rBTgQzSJU3NjZ0//59DQ8PW2aNAMYT/J91/dwGM+Fw2IYMAZKRSRFtbmxsqFgs6uLiwuab+EI3ScZ8M/vj4OBAQ0NDuri4MOYFlqmjo8NaEnZ2dmpra8scqXTFWO3t7eno6EiLi4t68OCB0um0DXSCxYEtAaySlXjy5IkODg70yiuv2AE8OjpqYRsTiYTu3bunkZERSxsyiA3QgyNngwKMqtWqScBSqZS2tra0urqq119/3e7Dtw3EoAMIkKgR2HmWmlqMWq2mra0tBYNBDQwMqNFoWAvYcrmsbDarRqOh9fV1S0WjPyY7QKtqDEitVtPFxYXm5+etlogMB+CP9Cctno+Ojiy71Ww2LaijvkiSAUMcus+MXV5eand31/YaToxOVRgA1iqTyejy8tICZ+pkLi8vTS6YSCRsPwGqenp6bAjW6empAVMMJ6llDMrl5aW1V97Y2FA6nVY6nbY6HJwl+8ezzwQvSI8oEPTSFtaI3vwUbJJxOD4+trUkA0Lwh2MAOIVCIXPIoVDIgqUvennwyOcBCNgTnk2FTULrjyPz2Q+CHwAmxhiw5oMd74hZXzJAdO3jfmAdWQtkQoBTLyXyf0Y7zb29PcvM8Jz8PxlJOuGQ9USH7WUCvpkGQAhASlDgwabPTrFXOO8wtay/l4/hyHzmBXBA4SmAEyePA8bOemmUB528a68zp9MgHQOxJXw2tovPpBjWF19jk7l8FoHAhn9LMqLDBwY8E7IrAmwfYLCvANk+a8WFn+EsYeuw5/4e2X8EEwSJtFolgGCvArA9aIKEIwNIoM+54Hmlq3OdSqVaslTcP/vdA0ECV+7tywhmQqGQxsbGVC6XtbCwoHQ6rVu3bhkp4zNCSLcolgeEEQgjz0Zqk0qlND4+rlgsZveM/6LIm4Jzn9kJha7mza2urmpyctJsuScnfEc73gnnnYAR30PWgWwww58XFhZUKBRa6k7YG7yLtrY2vfvuuyYr29zc1OTkpM0J81LZaDSqXC5nclmIAsgu3iXv2gN6MBTEinRF6GUyGd27d8/qPc/Pz62dtT+32GL+G5wSi8U0MzNjBCPvEZ8pXQf4BFdgi83NTRseig8g+4JKhstLRvF7ZCGRhmPr+/v7VSwWrb4HJQN7AHKSQMd3BuQcglt8C+S+vj4NDg4aKTwwMKCdnR3t7OwYbslms7p9+7YmJiasnpfMnbfpSCaj0ahKpZLS6bRSqZSy2aztwYODg5Z9Jsn2GD6yr69Px8fHqlarKpfLWl1dVV9fn+1rsCqY4uTkROPj4/rqV79qZ5AaQmyGJ8R+2vVzG8xUKhX99//9f69f/MVf1Le//W07eLCysPS5XE7FYlHFYlGNRkPJZNJkRh0dHcpms1bIRnRNS1UaAQDU6GKB80okEqrVapaKPTg40Nramh1K5pZQSN/e3q6VlRWrrWk0rlr0cqjn5+ctC9DW1qZKpWKMKjNY5ubmrHOaZxVhBbq6uqzFLveP5v7WrVvWUhYWv7293Xqtt7df9QanJgctK5kcDlAoFLLUpHSd7lxaWtLCwoIVI09NTWl6etpA3tramv7gD/5AmUxGExMTlkHK5XLWXABngiNAdlav1xWPxzU4OKju7m6bD4QMDwaBacR0Y3v+/LlevHjRMtvBsw88m2ftqHEgrUogzPtkn5HdoAteKBTSxsaGGo2G7t69awMuR0dHVavVtLm5aYb/9PRUAwMDxrp4SQjSvMvLS+VyOWt5jOMgcKEehAAExhkdMF3LarWaORI/cR7nBRMO2CIIOjg40Pb2tnZ3d7W5ualsNqtAIGCFngBYgBrBmNcws4Y/+MEP9Ed/9EcmZ/giV7lc1t//+39f7777rt5+++0WJh3Wk6DAZwsAIwBG9jZBJ8DQs/g4XYI9gKP/WUA2rTZ9zQESEs4a59VnW6TrVsQeUNZqNdtbsG++GJwsEeD3pvTFOxFsFgEJQNsHNYBjn9UiCCPDA3lBFthnoQDEfLbvaITsBkDEO4OVBPxxzz5D5gv90YvTVhSwSp0QexqwzhnnWSAlfA2T1NpFjvfi144gBCBKYArYwmlLanl2X+jPWfBBAmvnA0feK2AL0Ay77+0uGTQCDs4ATC9/54MyL1ekeQTfzX0D5P3eAdwhZ76ZjcSGsbcBwR988IEePXr0pZz9/f19fe9739Pt27dbaidCoVBLLQxA02fc2E97e3va29tTPp+3wmj82erqqg4PD3X//n2VSqWWWiOGbEMgACyZcyRd1Tu2t7cbgcdQSLqTkn0guwP4JbiGKEMOy3Ddvr4+vf3221paWlJnZ6fGxsZM5UA2A+lrZ2enZWglqVgsGnlbr9cta/vuu++aLYD88e8ZrEOQerMWEMLk/v371lWP2XeQZJyRer1ugQDrVigULLNKLUgmk7FMJfaQc8S+J/vOWdvZ2dHy8rJ2d3dtX6BW6OzsbKkroy4NOStytGg0anvZ+y98CPsZnwopyLw3/AJBAY1bfJ0V70eS+SnkuqhwFhcXJUmvvfaa4TJmGCJH9ZJcztjNgGlkZMTwH82LkBVyX4VCwaTW2Av8UK1Ws3oeZLbelqCkaW9v1+TkpJEIp6enLTP0njx5okePHpmN+WnXz20wk0wm9Zu/+ZvGxtxMzWIkKHYHtLS3t9tk3aGhIY2NjRkgQeKFcaDYGgPNC6crFik7AGk0GtXGxoaBjrW1NZXLZaXTaU1PT5tc4MMPPzSWnaBpdXVVGxsblgIEzKCDz2azeuutt/Taa68Z8AeAhMNhA6u+0J5MUSgUskO+tramYDCo0dFRTUxMWKqZ7NTp6alKpZI1RmC2DrUkZ2dnVliGDKZYLOr27du6vLy0dtPMeNnY2FA2mzX24V//63+ts7MzfeUrXzG5VKPR0De/+U0b1EXET0vGra0t1Wo1xWIxaz/d29urfD6v/f19M5D5fF79/f0aHh42J5ZIJPTs2TMtLS3ZWp6fn1shImCfls3n5+caGRkx5gqHEgwGTZqDvItpuj4AyWazFoDGYjGNjIwY+10sFrWwsNCSZqanP8XYAGiC2VwuZw6nWq0aCOvo6NDMzIzN3OAcYEjZy4lEwrrhDQwMWMc9npXgjgBmfX3d6qGYvUQwj6yM+gIaEuD8OCO+WxSA6Dvf+Y7u3Lmj/+l/+p++lLP/3/w3/01LOhvDjrMFGCMjAWjD1qL15+f5XelaxgaDLl1nJ3CU3vHz3wB9mDAcJk4YQOlbZHqpFfIemK+brC7ggWACGZmf7cHzeIDsawNwopKMtfSBipdU+LUgECFw8KDV1ywBPABzJycnxuYB1NjfBBMeNHvZHsDPEyc8B1lL9qJvXeplTwQnPrgGCPhaEUABz8P6AYr9HiAg9a3QPRkCmL64uLD6LNr9+mJe1t0HAzeZXuSqvnCdOgy+yweHPiDztXI+E0SwBSBBBg2gJmhkfyOl9p3SeF++zsh/B2sgXQ2ifOONN6zxzxe54vG4/rP/7D8zWQ0NXwCcvCdfS0ODnXA4rGq1qpcvX+ro6Ejb29tG5hFo3b592wgPsuyNRsMypdhW9i71rYuLixodHVU8Hrd3T43N4eGhent7W4YPc69ejojtltRSJwUZMDMzo0ePHumTTz6xgcVI7sAvdLbc2trSxcWFbt26pfPzq1EC/vwCXJFLAj4J/HxWz9eOsAe5kJ/dv39fkqzlMMoDFBrsCwiearWqUqmkoaEha92MJBnwTLYW6SdDiRlmTUY3n88rHo8rm82aNJy9x303m02bkeYDi4uLq86oNEfAjjBj6PLyem4TZ77ZbFrNL8DdK30ICNh32Gb2FefW10piQ6mBmZiYaHkv/tz59feEBQEN4z6kq+D/9PTUMCqEDO8gn8/r8vLSOpkRAPEMkCgQz9QHHRwcqLOzUwMDA0omk/Z+KDNgLuL9+/f1xhtv6Ld/+7c/82z/3AYzGBiiSjYiTKJ3TF1dXVYk1dvba0xzMBi0AUoA32q1aqykL9r1jowOZi9fvmxhpuPxuL7yla8YkCwWi3r+/LkxL5OTk3Zwt7a2rL6m0WioVCqZA2NzxGIxG4qYSqU0MzNjGlgOI9kZOlBQmwHootCZ4k0YmGazqWQyaaAZg0mRWXd3t7a3t9XR0WFOjHk1kloKwwDnrOH4+Limp6f1/vvvq1wua319XQMDA4rH40qlUtbxDa3s1NSUHSYMJoe9UChoe3tb9Xpdg4ODSqVSxhBVq1UtLCzYge7o6DAD5xnW3t5era2t6ejoSCMjI8pkMhobG2tp20saOZFIWLFgJBKxTl1nZ2ct2b+9vT1jnwqFgqrVqmZmZtTd3a1yuaxCodDSIQ1jsrS0pGazqZGRESvYh/WgW1skErFWmJIsS1Ov1+09ww729vYaoFpbW7PmBW1tbcbU4/DoiiNdSZTYQzhDpIjBYFA7Ozva2NhQMBg0/fzU1JRGR0etnSzTm2HuyQCyR2B0pSvjRhvsL3rhbH0xrc+uYBPYp+wnD8Kka5baSwq8bOhm3YgHbayx/3POkNfhk0HDufpshQeVlUpFlUrFZjRxn/4eYCSRIgJO6FDnteA3ASW2i2xaZ2enAUCf+eH8w+ABaMgWYFdOT09t6KCXDvK9/LkHMABK2D2IJ96Fr6nhH7JGHjhfXl6as5au54HcrJXi3zwD71pSy58R6HjwRoADK81+QKbIn3sf4W0j2RyypgQs7Afq6HxDA7/3YNg9S+9lTRAQNJIBsPEsfp/y/qTrOTMw3ew/iAjqN3ne9vZ2G6xLcEVwyFr5eg8vmePP/Jn9opevM6KN7+bmpg1O5X3wc5CcKBd2d3f17Nkz3bp1S7/yK79ipBYZgrm5OS0sLOj4+Fj9/f22pl4+SLYFedPq6qqOjo6UzWb18ccfa3R01IAv0mM6aqIY8IQC791n/X09Bud1enpab731lj799FNtbW2Z/W9ra9Pg4KDNnFpeXjYZ1PLysprNqyYszDrju/BPGxsb5i8IpL0Ekv3osZaXFPr28sVi0epV8dVk/2l2A2kmyQheCAiUC0jFwHj1et1Iu/HxcZVKJf3+7/++2tvbNT4+rjt37iiVSpnkHvtPdshnaPl8ZFOh0FUrajqsHR4e2mgKMr19fX0KBAIqFAo6Pj5WX1+fUqmU2R6IgPPzcxshgaonmUyar+Uc+Gw4pBu2GgkixMvR0ZFlyghC+R3wHaQawUxfX5/ZjWKx2ELKtre3Kx6Pq6OjQ5ubmyqXy0bGB4NBra+vm5qDbBWzDPv6+lSv15VIJCyQCYVCLXiQOYE8o98rP+36uQ1mbgIMImiALC/NF8fBkuAAGL5IFocsBwbYT/eGgaA2hZ+nFoIsDn8GcK5UKnrx4oUCgYDGx8cVDodN9lapVOzQRiJXM0+Gh4eNQWpvb2+pPyGb44EWGkVqYfwFAyHJmPe+vj5tbGwoHA4rnU5by2lYj0AgYNmikZGRllRpe3u7ent7rZ5GutJ0p9NpdXV1KR6Pm9wrFovp3r179szMYnnjjTfU39+v/f19k6AFAlc9yf2shnD4qrU2nbCQXDCD5/Dw0Jzq9va2dXWDNdnd3bVMDoNAkQNEIhHt7OxYhgt2lJ+Jx+MW1HjNN8GNByfI1dhTc3NzWllZsZk66M/7+/stUEmlUmYEkIxFIhH19/fbAM96va5yuWwZArrJ0OqY+hsvQwQ8MbeGLBbOGFkJLGEwGNTu7q6BFORjPT091kQAWQKaXBzv0dGR/uiP/kgPHz7U7Oxsi96Y4Mw7RUkt4PqLXgQzXkIGgUEgcZMB5fxwLxhaz255lt5LZ6TrzIrPJHAvgA6+x2uokXZyli4vLxWNRlvYcaSU6KBZMw/4JbUUeBN0AIzI4HCPrA0AgowLZAVyUElGknAeeC6ejY4/p6entu8IzG5mAQAv7e3tLfppSRbcEGRyP54FRSrkJS43i3M9UynJsjMEpPgG5IS8L+4TQscHPj5o9PJdggH+/2YA5zMS3IsvmEVDj62TrpnYn5Td8HvxZq0HQSUgiLPo9yzf4yVW/Lk/F/w59UW+c5ekloyc/yzux58h/5nsHfYh6+UZ5Z/1uilDHB0d1fHxsV6+fGl7MR6Pt2Qwk8mkScv29vaUTqc1PDysZDJp/p6ZawRKdOdi/+AfYZ4B2N3d3RoaGrIRAe+//75+6Zd+SRMTExYIojDwmIUzgTSVTCZSIY9DsBvBYFDz8/Pq6OjQ9va21dGSTSiVStal9fbt29re3tbW1pYGBweVzWZ1fHys7e1tDQ8PW2B9dnamly9f6s6dO5bV8PVWft3ZU5wZ5GPb29smt4/H44YXANsQgYuLi5bZX19f1/DwsBF3vpNWW1ubrdv29rbV47IfwU23b99WW1ubJiYmzJ4SvEA6kDVFFs0+hBiiYUhbW5sNoWZ45+joqGWAVlZWdHBwoKWlJZ2fn9tcHt8Qo7e31+btIEeMRqM2E80TCWT5fCtq8BmzscgWkp0CB2CfWH/fWAb7gFSONtsjIyOmesE3xWIxw1o0YqAWFzKF2TwEN8gZx8bG7L8599Rq+65zEMaf5/q5DWa8A/Idx7yDhY1CJ91sNq0DB8wF4HBtbU29vb0aGxuzLlzt7e3Wnxzt5/7+vkXxOGwGYAIaiLxh9ev1up4/f266x8vLS8uUVCoVzc3NaXx8vOUZMG6FQqGlGwvsNwfQM5kw9GxsOpWhY4TJxeAcHBwYu/Dhhx8qlUoZ4y9dF77DItOqslqt6tmzZ2o2m9ZNhoPC4aZFYKPRUCqVskPz2muvmX620WgoGo2aVGpra0v5fF7pdFo9PT2qVCpaX1/X+fm53ScpYb8PGo2GZa2QpSwvL6u3t1df+9rXND09rdPTU2uZ3Gg09Pz5c52dnSmTyWhgYMDep3Rd50E63ht2AIrv2tHR0aHR0VENDg5qYGDA/jwQCLQMsqRbE6DJ1wL4uSD5fF7b29sm80NSSLtkX3h4fHysDz/80CSG8/PzJh9g5tDg4KB2d3ctiA0GgzYAjK4vZA9oqoHckqDm/PxcW1tbBg7oRIdzRGaFAQbcwTLh2L4MdpYLh+llOtJ1qh/5FoCUfcy7IY2OY7sJ9gCwOFkCEsCZD1i8Xt9LbQAiXi7hgfHe3p4x9QR7yM+4p5vSOZ5TupZREWD5LAP3AztN5oJ9Tc0G3+HfGcDf13ngCGEZWUvII2Rw3BNBPowzzwyL7ps1eEkZn+mzZdwfIN9nXTxI9qAameDN98izcd/cG39HoAAB9JOAObbWrzP7CtZXksmTCGZgLXkvHnD9pIJ+L2UEuN5cZ87XzQD8ZmCBD+R8SFdgOh6PWyDoa4CQMCIZIfjinrwU7+joyGbvcC747i/z7J+enmpxcVGJRMKC5cXFRW1vb1stysjIiKkl2Fe0zj0/PzdpE1I6gB97j+Y229vb6uzstJla2OhgMKiXL18qEono1VdfNTLoyZMnmpiY0P7+vvL5vAYHB80H4FcB9tQ/FotFjY6OWkYhmUxKuh7yyzoi4WHtGV+QSCQse8B7nJ6e1tjYmAYHB/X9739fCwsL+vrXv24ExsHBgWV0qtWqKSRQgnhb6gkFH+QTgCFRHBsbM6UCNpduizs7O+ZP8YWAXOS/4APkTysrK1pZWbHBndPT0+rr61Nvb69GR0cNUENO9vT02L4+OjpSe3u7ZRv39vasPrVer9vzgBXJfBHwPH361Gpy0+m0SazAUTMzMxoaGrJud5eXl9a1TbpuXd7b22vdx27iCE+Sc1bJ0ENiQFphD/EJBMUbGxva2tpSOp02HEJW76bcFNtPpstjZ0ZsfO9737OyAiRvkcjVfJ1MJmP4LxQKtQwqhbSsVqsWvOKLeD7vs/686+c2mJGuJQ04D8ALG1i6WtC+vj4NDw9rfHzcotWOjg6VSiXl83n7DFobIuWBVdvd3W2RcHHw0BgyawLQ4Yt7a7WaRbhskkwmY2w9gcnBwYEZG4BpuVxWKBTS06dPlU6n9corr/zYIDiicg4Eh5l7glFFd87GOjk50fLyst1zoVCw4GVoaMgc6unpqU2XBwwkEgmdn59bep8NDTDhftjY6L5pTNDX12cdN3DudBU7OzvTj370oxbmMx6P2wRfDjEMCZ00pqamrJf9ixcvtLi42MKgkoIlKC2Xy2pru2pMEAqFjDljH9FBjMFbPr3upTa0PCRDRX0JTFkikVAikdDOzo5GR0ftmWiRS1AHIMLA4ljZfxgL+uHXajX19fVpf39fxWJR6XRaQ0NDVsjY19enoaEhM7bt7e02hJTsFiCXFHwymVSz2bQOdqVSSaurq7p3757m5uaUTCZtfZDRLS0taWxszLTZjUbDHKJ0DaDI7H0eo/Z5LrIaAGO+y0vMAJ04Ly8xguBAynOz8w1A0v+el+d4aSv3QwCF1pusBA4bxrHZbFo9yc37Z/94Z+aZLhy2ZxgJcjhnHiQTFPC5APv+/n6FQiEroCYg4B1hY7xGnvoB9g33zH/jZKXrzmWwx4CYUqnUkgWB6aauBOmbz9h4NpJ3xbvmrNBpyAeKl5eXVtvmuwgBzDxTfjNDx2cD2n2QBJPKuyMwxj4AOCEByHzgNyCyABy+257/c76TYNiTcrxj3gEXmTHegZd48Kxc+E0y82QQAVq010UBQPaZYIw90mw2W+qCfF0VATo//0WvWq2m999/3zIYvKvh4WGNjY0pHo+bPDafz6tSqWhjY8NaLpOtJnBkHXzWa2hoSPv7+3rvvfeUSqU0Ojpqrc+5h9HRUQ0MDGhiYkKXl5fa3t5uCfQpLO/v71c6nbYsN4CXrlF/+qd/qs3NTWUyGfX29qrRaLRIrwhcIQEA1eHw1Yynqakp9fT0KJVKqa3tqrMkOGZyclJHR0daXl5Wf3+/MpmMAfNqtWp1UMlk0ohayDKfBfWyKDJSkBSnp6fq6ekx5p+gmvNQq9X04Ycf6tatW3r99ddNPg3zT2aKfUtmY2lpSTs7O0qlUnrttdc0PT1t741mSOVy2TqGSTLyBwkm5xJ5G8Qs5MlN0M24j0gkosXFRX300Uc2N2d9fV3JZFLT09O6f/++ZfvwEWT9yFqzp8iiQoaB92KxWIt8lGz8+vq62traND09bRl0X2uDtJSMPu8JUornlGQKDwIQOvv67D3+v16va25uzppQLS8v6/z8qgMcZMb5+bnV0SYSCcPA2BielXOPTcXeftb1cxvMANx9at87MronwFAjMRkYGDAgls/ntbGxoUqloqGhIVUqFQM3pJb39/dVKBSUy+UUi8VMd9rf329FrTAU1OUsLCwYs5PL5ZTJZPSVr3zFtLSStLW1paWlJW1vb5sRxViMj49LugLxuVxOGxsbevHihe7fv29dyAgWcHAAEIAkh56WhcjZTk5OlEgklEwmrXYomUzqnXfesYPI4UOXToewjo4O1Wo1dXd3W1cxNKZ0ZaOQjwL43d1dk9Ccn59rdXXV6pbu3Llj3aYqlYoZ2q2tLQsgyMig56Xg8vT0VGNjYwYWOJg9PT2anZ3Vs2fPWlqMhsNhZbNZ009PTU0ZCDo+PlY2m7XPYbgpDBT3gsGlGP/4+NgaC8zOzhoopF03QVMkEtHo6Kjq9bo2NjbMiUYiEbsHn9kjsON5AS89PT3W6W1tbU3RaFQLCwsWUML4wSh7aQ7yM5wVYJwBsKOjo9rd3bXgfn19XZ988ok6OzttejCsJTJEAiUAGeuHEyHtz3n1hdlf5CK9TttiD0wIqHBQPnspye5Lus4UwFYjnfCyNQAbbL3POvB7gA0+G+BJZgKmcm9vzwAigJg18nUv0nWNHtIfHBogF/vHz+PQPMgkkIcdo/6NPQGQILvFz/O5HoTyGThNH1TgqAnEIXawSZxBHxzxDDDOSLGQxQEK+S7+m2egqQABhc8AEVQAUJrNpg2wbTabBvYJMvh/zySybuxf5DUAd+S9/B3v22eD2A+sCQCq2Wxaq1/ukzXju7HVEB0QM+wpL1u5GZD5DIsHpnwH9t0HdmQCIH18fZLPGPJ5rB9kAcE77xVb6TORX8aFL5CkarXaMiCXWVwoBlKplHZ3d1UoFIykIZBHbkam3Qd+ZLSPj4/V1dWloaEhs8VkNjib3s7dv3/ful5ubGxod3dX9+7dsyCI4BhbnM1m9Vf+yl9RpVKxIAV/TpaA2gafFSPbFI1GNTg4aFJALzcnGEJiXSqVjFyAGMNnT05OmoIDUpI9wz6mQQ1SbLKAPvNFhy98DA2DxsfHde/ePcXjcaunQZ0SDodtvl6hUFC9XlcwGNTg4KCmp6dNOUFAKF13DPNjDPxe9rWMDCgvlUqmyCFLQZDuSUrWs7+/X/l8Xi9evFA6ndbh4aGpdGhUdH5+3XYdO9nR0WH1KmQw/HnDRzK4OBqNKh6Pq16vW3Og2dlZTU5O2j1xHn1jmc7OTuv8xjP7Do3Hx8eGuSBysBvStQz5/PyqOUS5XNbs7KypRA4ODhSPx1tm0oHj2PvcF7YzmUzq5OTEMJa3meD0n3b93AYz3jHghNFJwiTCGvrNTaoskUhobm7OQOru7q7Ju2DomNwej8fV1tZmhf1EqwQ8dDfztQ8rKytaXV21QICuagC9ZrNpfcApPBscHLQJv9JV16aOjg698cYburi40OPHj3V5eal79+5Z4EG2hY3O5iFzA7BB+wlj0tfXZwMYMU6sGQcG0AuzKcmKzNFLdnV1WYs/psx6bWYkEtHm5qYB9N7eXi0tLSkQCOjly5d68eKFOc5arabt7W2dnp5qZmbG1g7QDDCECRoZGdHy8rKllXkP7e3tGhkZ0dbWlmVbenp6TPMvqaV4Er394OCgMX5oSH03L0nGPtJFp1Kp2GwPr9lnOFggENDh4aExMQy3lGQDtbgvGFjStaSppevhU11dXSoWi/buaQZBit4DJxwDkpRQKGRAgP2+vb2t58+fWytpZtYAcr/61a/aIFNJth7t7VczJ4aHh01mAuPsa1duntcvg50F1HkGzDOJOA7uxQMy9rXPGAEUvAQHIMfvekDmMyE8601Zlwe+zAzg3UjXWnkCGWruIF18HQyZQM/ec7++NoLnw0n5v5euQQAgk8/2XcloA85zYhP87/g2yzflTD4QZG3JQu3v71uxub9gBn0gg+329SfYE1+PAvA6OztTsVhsKVDnbPAOvRyNYIt7BSR6+Rrvmb+HcKJ432vgIZZ8toT14Fk8C8v/k11n/QGhBH1efsg5guDgXbP+AGW/b31ROXuHBid8D+eSfec7tvkMEPvByzQhjNhzPqvpa7iw8V/0oiaCICKdTtueZj3Ym6lUSqlUSrOzs5qfn7cGKH6Q8dDQkAWnyKLPz8/17NkzI4pu376t8fFx8y9kTGmEgkSLgKC7u1tHR0fa2tpSpVKxv0PiCZEQDF7VGM7NzWl1dVVLS0t6//339ZWvfKWl0x32hXOXzWY1PT1tAB+fzfpS24MUj8Cf+hk+w9tI6bqu1r9zPm9nZ8c6dxHw8Z00FfD1O9KVr8jn82o2rzu+MkKA2VCxWMw6062trRluGRsb08DAgL1Dumb6oJq9D2kC8eGfiWdE0QAGxOd7goWgOJPJWN0N8wSRy0E4eWKAZ0b5cHBwoGKxaIEW9+gzFti87u5uVatVbW5u2l4hk49d471yj9Qto7ahcQ81NZzzWq1mxCOZw8HBQeuWSea4XC4b1iOTs7+/b02C+Bxk+ZB34Asvi6VRQ7PZtGYinzcr+3MbzJRKJf13/91/p69+9at68803zZBhBDAa/INTK5fL9kJjsZheffVVvXz50nrKI+shHU09yMnJiTY3N/XkyROLzhlIxeHAwO7v7+v73/++Pv30U83Pz1t73rOzM2Ng6ajV09OjjY0N7e3tWdE5TQnQXY+OjioUCunly5f6N//m36hWq+n+/fsaHBxsKV6r1+sWSbNZKezF4NKlanZ2Vj09PYpGoyoUCiaVAkzAjEYiEUtnkrUoFovGVPX19bW0EYS9xWEyFPLly5fK5/NaXFzUe++9Z0EmbRsHBwet7qTRaNiwqEKhoGfPnplMCpnb7OysBVkwUQSf7e3t1pIa4w2DRKDQ39+v2dlZk1MtLS1pc3PT/ozMFIX8GBVY9mq1qmazqbGxMTMedAPBcOHoAd/UsniWGqZ4bW3NAAVsMtkhgA9GG8ZHkjVliMVi5pRpQgF7DgN9eXlpc2o2NjYsg5dMJlUqlSzDEwxeNbv4zne+Y3rvo6MjqxOiCJz3h5OHlQEEStdtJP/kT/5EP/zhD01m8UWuSqWif/SP/pEePHig1157zZhw1t3XrmELeHbfA5/0O+uD5E+SMec+Y0FwAKhlz3tJkAezXgoFyOeMkIlDShKLxazY0gdIXhKF9pnPBaiQdeUejo6OdHJyYrIm7+B9QCTJWF8cDtJagALrB+NIe3PfhceDfi8rguCpVquq1Wra29szOScBgw92PPHggxefZfRZBgIPJJME4TwzzK2fEI889KYcArKAgNgHEKwXwKWzs9O6Gx0eHtp68wzYAPYA+5PgAsaV9+9lbb6WBxsBaAQ8SbLv42d9dt6TeT4wAxTB1HrJCu/Q73f/DFKr/O2m3NJL8ZBU8s6ePn2qp0+ffq5ZE591HR0d6U//9E81MTGhdDqtZDJp2dnT01NVKhVJaglYGo2GMpmMMpmMOjs7tbOzo1qtpo8++kiLi4t2n9S1DQ0N6fDwUAMDAy2tmnl+3gP7mP8ul8s6OjqyJirlclmJREJDQ0NWgI/skvOFzJnMBU1mqNuBJMPuHx4e2iw7giH2PyAYW4BKwBOB1KOypyuVitX44C/ZY5yBw8NDbW9v6/Ly0mwUAezAwIDNctna2lKxWLQZJ/39/aY0WF5e1tbWlu0Zzt7Z2Zk9YywWUzqdVrlcNvULqhruh8wkWQdmqHBGPEHhbfbJydWgae6HIJ8zjmQYzHd+fm6DiFdWVlQoFDQ+Pm64yMursJNtbW1Wmzw8PKxEImHnAZsUj8f1+PFjPXr0yDIY1WpV9+7d08TEhHZ2dnR6eqrV1VXL4NJNEPuDzSOoAPuQNSTgQTmCTRsYGLBslO/+CGnOviPwlGQyYNreU6cGzvWKCAhZsEAkEtEHH3ygx48ffy6//3MbzESjUf2dv/N3WgqrMGq0yfPgms09OTlp7f8GBgZULBYN+GJsTk5OVCwWdefOHTOAGKpEImEO4+zszIrUiOZhu9FTdnd3a2pqyrp5YZjoRgWzQR0DDhLj5PXqg4ODWlxc1D/5J/9E7777rr71rW9pZGTEQDQbfG9vT+fn50omk6a1TSQS6u/vV6PRUD6f19LSkk2eh2GNxWImIaCYs9lsqlqtWvtmX/CFUcDw+M5BFxcXdlja29s1NDSkzc1Nc+bSlXMcHR1VLBbT2NiYGRE6YpCGpu7o8PBQ7e1XbQVpcY1BaTQaVmiIgUDvTXG7747y1ltvWbBGoev6+roZPw8Oz87O7P2Ew2GVy2V98MEHevPNNw0wtbe3q1qtWsGg199z+C8uLjQwMKBoNGopeIIRWFwGsK6srLSkrqVrgN3d3W1p5EajYWsvydhBpHiAzc3NTWvzfXJyYnplBpyhh8dB0iENOWWlUtHY2JhJIbx8DL39xcWFksmk/cz5+bk5ovn5eY2Njemf/JN/8oXPfiwW09/+239b0nWxMetNIIPRB6BhAwDPwWDQWE3WCEDGvmXPID8jMwFLL8mCI18QjlacNeGzWTNksHQqA3T6YZT+M3kGH+iwttwb+1WSsXVkpH2QB9jm73zBKOfWS25w8BSCA/pxov57AcR8Bg6vVCqpVCqZjMzXcPggwGdzAfv+c/kd3hPfS5EqNpeaNUAlshfWGekhfw5A94Gjl+mR9QS4AlwIFHzwho309UWezODz2A/UGfqAw0t9fa0QWSnpukbL2xp/+YAecOf3AplCL1Xj4t1K1+3VCeJhv3k2Hxhj2wkseZ7h4WHNzMzoX/2rf/VFjr2kq4Dy3XfftTkfuVzOgF6j0WipKfFrCynZbDatXqxSqahQKEiSFXxLUqFQ0OLioqku/Nws35BCkrVG57uwKwTRuVxO0WhUIyMjyuVytufYt21tbSqVSlbbgYyds0LLaOl6pks4HDaQCXnkJUiQBJ9++qkkWeMZ6lPBR5LseziLtVrN7o9MDf/f1dWlgYEBqxXt7+/XyMiIsfeQhXRaRC2xublpuAxChL8/PT3V+vq6dnZ2NDU11dLOmX1NQM2z+UwkZ83XwPH37FFUGWTKsN3+cwDiNMTBD0hX/gZZX2dnp/b29tTV1WVnGlu5vr6ufD6v+fl5DQ4OWttvzhgtvWneEIvFDPOMjIzo/Pzc6oVvZmwPDg6MVGKfkWmnfsrLTcnEjIyMKBwOW9DM6AbOaGdnp5HMb731lmVe2N9k99hj7HPsze7uru0P3+CoWCyq2WxqfHxcAwMD+j//z//zM8/2z20wI12nvdnApO9wvkht9vf3LVNDtEux+/b2ti4uLnTv3j0Vi0XVajVNTEyoVqsZS0HLvkwmo7t37xpAzmQy+sM//MOWw8AgR+manT08PNTi4qJSqZSq1apisZgFVcfHxxoZGbEsTUfH1WTpxcVF7e7uSlKL9pwOKL/3e7+ni4sL3blzxwY1RiIR6/Cxt7dnxbY4HcB7T0+P1QPt7++rVquZcwdoweL4Qn4PegCFsDBkgdjkSA729vas8Pfg4MBYizt37uj27dtW6EadSjgctiwBMzfQudIwgUYAyMgkaWdnx1pLk2bv6urS+vq6BW44NJ4d3W17e7u1WaRxBBIKQMHw8LC1VGSYKf8eHBxUvV7Xs2fPlMvllEgk7GA3m1cNC+LxuDEigLf9/X1zVL6rUCAQUDweb5EQ4jD9EDYvqfHAGHb96OhI6+vrKpfLVhgaDAYtEOzr67NuapeXlyYVI3OFJhzggGaWBhonJ9fD48gmoq1GW4ujBHj4Nr0/6wUzhdPz8hUCDt4rwfHFxYUFrf5MSNcDN/05kWT7HimJdyRk7gjaAKwA+EqlYq3S0akDhHxBpGfCAUIeeBMs8HME7mSTPKjFsfIOPBHis0bIEZAtQLDglAHkkgxAA3a4T864/x6fGSBIQcfPmcThsm/4Ps4ADpv3wn72Np519PIv2shXq1VjJv28HO5P+nHpIUErz0WASADss420QOe9w5hDCHnZBXVAZG44q9J1O2+YUvacD2BYB0ktWTguMrvcL/UsZA48U+0zP+xV302R5/DyMv6M/YBO3meLkN34rKaX0pAJ/LxSk8+6QqGQyV8AdBRKw0azDyEv+F7OE74klUrZzLhm82oWy8uXLxWNRlUqlXRxcaEnT57o29/+doscj73JfgUj4EsJTmgaBEDnHfAP72Fzc9M6ldE2GqYdO8qzx+NxI/YgIxhiSMbCZz4CgYBSqZS9Q76bjD32g3OCcsFnhVkzAoz29quB0owAQGaVSCSMPD47O7OMzsLCgqSrgaTUCsHwk8W72TnP13Rx/vf3900qz/6ksQZ2zNdPehJqbGzM5F/cK7XDN2v+6KoIqTA+Pq7V1VUVCgWNjY1pd3e3peW2JMvUct6Q7pOdwhdzHmZmZqyJALXYqIWazabi8bg1+OF5OWPgSsimSCRibcaxQXQjBe+xR/Ab5XJZgUDAxmRUq1UbCwH57INWsmKsJ35qdXXVJGmsd3t7uzVdwFfdlBb/pOvnNpjxrKt0HdBwWOm4sr6+bhKT3t5ec/h0+GLAULPZtI0Ei0G2hiLusbExZbNZdXZ26ujoSLu7u2o2m1pdXVWxWNTh4aHW19et0wagkjkoh4eHpgGVrp0RshfSysizAMQwz0TQHPKnT59qbW1Nc3Nz1gK4XC7r8vLSihZ91wuM8fDwsA4ODswpE9nv7OxY0EKhO8Fho3HVzpiWvLCySDQwYj4gYgggveHL5bJisZiGhob08OFDS6UTdNIpDgYDjbNP49LBhvQzEplCoaC9vT2Njo5qaGhIExMT6u3tVaFQ0JMnT7SxsaHXX39d0WhU3d3dLR1PMIIcdEBXrVbT5eVV04je3l4Vi0VrbEArR+lK8hiPxzU6OqrNzU319PRYpzKKLQ8PD40RQyqHRALjhcNrNpsaHBw0A0NNB8XSweDVUMujoyPF43GToyFR4x7ZCzh35IMEbzcLNre3t43JogUk7CUgDVkAEoZUKmWStnA4bC2uYZ35b/bHlwFobgYz/JmvmYE99Sy+r8fgZ2/KpLhXL7WCjfbtugHkPs2OlINW42RH2C++zsIXRnpGHhDhGW+f8fHOwWdHzs7OjA0nE4QzAXTCEp6cnLQECTdrI5BS8b04MdaAtePevHZdktUe0m4WGRlFsR6sRCIRC9rJTPnsCOtB1oPMlWfIKTbPZDIGJvysDp4TQM0/ECH4DL+PCMDZP/6e8DO8J6SCPghiPwCM2Ge8V96535tkXwhoYO5vnhn2MfaLd0T9J74PYMP594CN98PMLD7Xd4QCNPH/+BD2A3sHcOOziOwRpH8+qPwiF81nGO7rW8RyFmng45n6ZrNpgTL7wgeeZ2dnisVixpCPjIyoVCrZcFls2U0pE8EkbDe1GXQkpZvXN77xjRYVCRJM9h/zyrLZrEZGRpTNZrW6umrvi2w3tunly5e6ffu2vXdPKBAYADDb2q7bJa+srOjo6MgGV3Om8PVcZAbZi5zLUqmkrq4um51CIM738oyHh4c2kBGbOjw83NLIBwziSSUy5ZCGKEogns/OzhSNRlsybtQztre3GznId7DPkQwysBSJPe2zObuSWiRbBAVvvvmmarWaNjc3dXl5aRkm7PLp6alGR0dbMrd0B5RkjaL4PT8bpq+vzzIgY2NjRoZjEyHoOMPUWvoMMdJBJODj4+NGQhIwgsMYqkpdUG9vr6amppTL5czu+fOLz8H2e3IC/4i9CIevOsaOjY2Zqoeg+7Oun9tgBhDwky7PZDabTS0vL+vDDz/U8PCwdWgYHh62Nr04+v39fYtuY7GYsRywXL7YGvkPgHxlZUXPnz+3QvdwOKy5uTnV63VjZkulkmq1mqLRqG0KP+wwmUwqEAiYHI0WzmhSacXY29ur3t5eA8nvvfeeXnnlFWUyGWNdcKSrq6s2jEu6qr+JRCI2AAojUCgUtL29rWg0asDUg+tIJKKXL1+qWCwakKBIvre31ww5aV8/YCoWi2lpaUm7u7saGhrSu+++q7m5ObW1tVkmq16va3l52ebq4EQ++eQTkz4lk0lrne2lQBif3d1dHR4eanBwULOzs+rv7zeZwM7OjqrVqmVgCFYIpugU1tXVZUaL54aRRcufyWSshTZGmQBgdnbWHNvh4aHy+byxNDA7OF2Gj1LTBBCikQR7OBS6alBBbdb5+bmePHmi6elpa5IAM0g3nI2NDQM3zWbT5tUEg9edcqi1IrAjw+i1uBg7uuQA3pBGnpyc2ARsuvC1t7cbI+XrB7LZ7Ocyap91cXYA4R7UYhMwtoAtfoaaOn4XOaXPwvAdgDL2CIEDQJz37OsIYLnILvb09CidTqu/v9+GlAEqASeAL0A7QYFnmG/Kg/hvnCRd1Lw8iGABp0+DCewX9SM3tfbeifJcZJy4D/YP9+yzS2SGDw4OjO3z9SQ0EQD8EHB5aRlOlfeJreQ7eP+sJdko1rKtrc0YYvak3x8ejN6sS/EyOPYSDDYSRa/RJ2vuh1dSTMtUbIr2CRZu7h8AFffuZZx+P/o6HtYPVQDZJUAFe4DPvOkbyapxTvARniUnSOA9kWXi4n1RWyVdt8HnXTEQ0AfBX+SCMSco8fsP++LrrADzZC8Bqkho+f3Ozk49ePDAWiBPT09rb29Pjx490suXLw2EDgwMmF30hBaNWajjQLL+ySef2HoSHBPch8Nhzc/PS5KePXtmaga6eO3s7Ji9oWtqZ2en7t27Z6MOCGgJaHgPh4eHlrGKRCI6PDzU0tKStra2LGsMriAIAIvgXzlz1Bk1GtczXzgP7B/8F2RRV1eXXn31VRUKBe3u7hpIbjQalkkKBoPWkZA94gkUap0DgYAKhYLhG+wd/gu/hL3k7PM9SKoymYzZQx+wccYkmcIEH8x+Buednp4ake2zuZlMxohQxnD432f+UaPRsDqrcDhsc9s+/fRTfe9739Mbb7xhewiSystc2Q/gH8gk9j77iz+/GdAwT5FmFpKUy+UMA3pZIYQmZJLvzkaNFcRLKHTVdIWGWevr66Yu8uTcn3f9XAczOJSb0o2LiwtjsUOhkHXj2NjY0O3btzU1NaVqtWpMJe2Oj46OLKPC5oAt44DQAvT4+Fj5fF5/+qd/qlwup+fPn1unK0k2wBCgQJ/6/f19PXv2THt7exocHLS6FTIrkgyEJpNJO/DBYFCpVEr37983Fi8Wi5n0B2eJNIp2e3QwoZsQUiyMOyAVBhWN7+uvv24M4+npdS95MizlclnpdNraUMKKwr7W63UVCgWTc52cnCgej2t6etoYGrqeAAbHx8eVzWZ1dHTUMhSMjNTMzIz9bLVataCqUChodXVV9XpdY2NjqtVqWllZkXRlmO7du6cnT55od3fXUuHBYFAHBweq1+uamJjQxcWFdamh7oi6EwJD6boIGKN6cnJiLT8xgl7nu7e3p3w+b3MGOjs7LYW7sbGhs7MzDQwM2GfjlACZAF7kQ81m0wa6hkIhY34xfPl83qQjBwcHSiaTlok5Ozuz2QI0GSgUCioUCjo6OrJmCWdnZyqXyxbsHx0dqVAo2NRsGPOFhQXNzMxodHTUgn5ABEGDB2sEOF/0IkPnMyxcHvB7eQkOyzPWOE+KSvf29gyosQ8AnIAQnDUgCXCI00Bn75sxwILBZrLvWC/IDj6feybDAtjG7vHnZBKZscJsIp+ZQs6BI6I24CYQx2n6GhaylQADL/eSrjM47E1f/Mn/03SBGh8Y3P7+fgvieY8AZuwyrDS2nWfzzCH3TUDnZU0++PRsOpdnHHH27E/vUwDxrIEPDgjysJ9kJtgHyMzIqHo5mQ9Wb+41Ln9+/P2TcQWosN/5PP/+PYPLRVDqf459Q80DBA0EFfuQbITPTHiWnwsGGSb9Zl3Pz3IxDR5pMlJYahw40/zD83A/JydXc0yY8i7JJLrJZFL9/f12xhOJhKanp80/lkolra+v6+HDh5qZmVF7e7v5hp2dHQOdu7u7JtONxWLW2ay/v1+Xl5fmJzg7ZFESiYQODg60vb1tZ3BnZ8eCfwKGRuOqTpIACtCJnJbmIrD0BEhbW1sKh8MaHR1Vs9m0zlWA7a6uLlMUkPXmvQeDQeu4yHgA9gPrdXh4aOQHto+gkW5fkDeoFiiah8Aje0kzonA4rMPDQ4VC17PeTk9PW+TOBDE3u/xh13h+9gaZVM6P78bGWmCXotGoZSRisZi1USYYpG7XEyXgzr6+Pvs5CGj8TSAQsLEVs7Oz2trasgY5R0dHZn+wwQwgRX5GJthnTgKBgDVQISDkDKBGyufzWltbU6NxNcyc9waJubGxoc7OTmWzWfNV5XJZ7e3tRsr5Oi3wCfgnmUwaQY/8s1wum1/7adfPdTCDc5Va9dA4Xxb69u3bGh4eVj6fNwNN1xMv6apWq9rY2NCdO3dMZsamhl1Dg7u1taWPPvpIH330kU27l64j9F/+5V/WgwcPzMisra3ZoQqFQlpYWFA8HrcuUbDh6FXJIHBIqGuJx+M6Pj5WX1+fMpmMsUE+fV2pVGziO4eUZyHz0dPTo+HhYft8WP3+/n51dXVpaWlJ8XhcgUDADhhDyV6+fKlnz55ZQX4sFtPHH3+sRCKher2uly9fGuNCgVgkEtGbb75pvcipOUB61d7ebp2xAAjNZlMjIyN6+vSpBgcHlc1mlUwm1dvb26K5pWHA5OSkDbkE5HR0dGh8fFz7+/taWlpSNptVf3+/1tbWrJlAJBIxhscz3jgCMj4AENgszz5TnA+bidGLx+MaGRnR4uKiQqGrArxisWj1F5OTk9rY2Ggp8JNk7wN5JIFFtVpVoVAwoIZ8EVDCeaBGjLaWvb29Vg8kyX4P/TDF0xih4eFhqxXDAVC4TKZvbGxMJycnLWAFJ+iZwi/7wtl5qZCklsDCZ20JgGEQpetBecga9vb27IzBjHs2mQDOkyf8m+/jXnDEFxdX3eui0aixnzBhADDfStPLhji3BC0A3psXQRSgCg25r6UCSNMo5PLyuptWIBAw6RBnBvCCUwIQUAMCeKFm4OLiwrIQXkKDlBcGWpK1FY1Go9YZiWcmW8b3cdZ4fi9pA7iQleD+sXVIj2ArvX8gGPRZCt4v//bSKuTCrDFEF2uHbMsPIOX5YYbJGvkMIoCK/+ezTk9PLXvMM/E+/J4js0YQyT1TY8h3eWDEReZduq4tQPYEGYE94qzwszC3/D9nijMGyEWaBRj/MoIZmq88ePDA7AwBlw/MCH456wRe/DdzV5COxuNxJRIJ9fT0aHNzUwMDAwqHwxoaGtLY2Jh2dnYsq7G7u6v79+/r1Vdftc9pb2/X4OBgyxBuWGrqesAO+FgyeLx/wG6xWFS5XFZXV5dKpZL29vYUj8dNbuVlmcyV813yWA/2rscW09PTmp+fN7KgUCjYd42OjqrRaGhtbU2SrCbQ13Xgr6mBQ1YbDF6NVjg6OrIaCwjAbDarrq4u8z97e3va3d1tkS6mUinl83kVi0VTYlBrV6vVrBvi6elVO+6NjQ3t7+9bFgAAf3OP0bBnZWVFFxcX6uvrswDKSzi9ioA/I9MOfuns7LRh2MvLy+afj46OrHDeEz5I52/W8hCAP3/+XHt7e5qamtLq6qo2NjZ069Yt6/7W2dmpVCqlWCxmtoX3S8aMPe2lyGS6OJcEPjQMYq1oCOQl6hMTEy2ERLlctnIMAhXpus0/3SPxNdgS/hwy+vPUyv7cBjPValX/6B/9I73++ut68803W5yh16JLsk1IzYx0NQiSQyNddTP5wQ9+YAYsFouZIcBIM1GVFs0LCwva3NyUdF1k29XVpXv37km62gjMXmk2rwoMe3p6TM5Fq7yFhQVlMhn19PTYYCPS1xcXFwZo2Yw4vba2qw5nHR0dVtuwtbWlg4MDVSoVHR8fG0tDgSEFYTisy8urdouFQkH9/f3WKQznW6/XzbnDMPM8L1++VKPRsJqaSqWiWq1m8iXka2dnZ3r99dc1NzenbDYr6XruCOyRn+4LKwVjNj09rWQyaRkmP4jQt15Np9MaHx9XPB63LFOlUlE2m9Xg4KBKpZJ2d3dNDrW7u6uLiwur7Tk6OjKnSwtGMnZMZfbyK+Rr1JFcXFx1n2HvkI1gIOcPf/hDHR0dWVtvghnkeWTACEipNyKgKpVKOj8/t32D4eC7AYWkuDGwpMuZOu0bHSAjaWtrs0BakmVnUqmUsYPStcTn008/teze8fGx1Z5hbNm7nMPHjx/r448/bgmoftarUqnov/1v/1t94xvf0De/+c2WQlYPtLwEjMvLAgCE/IwPHGgtSVDiQZwHoPyedF3o7+tVOB8UHOPULi8vTfIFMAaQ8164R8+a82deduCDIT4DIEc2DIKAjBzMqL9PPtOznDclG2S0IUd81pDsAN/lG2142Rp2BMkFMjqCSN4DclgcIWuC/IxaA98kQZJJgZG/kq3xUj0vR2RfeFJIkj0fzCiMPjYL+SGAjCzmwcGBZcz9ME/OIV0zCWh8PQvfHQwGLdMkyTJ4rIGXWfLZ2C0AB2fAP6OkFmkZ+4ouTnwG+9vXN3k5EXvDnzlf3M6Ff1teXv5S2rKHw2H96Ec/0vLysr7+9a/rzp07dgZgoyUZaw3Yw74fHh5au32CYM4l9VvIyXt7e5XJZBQOXw2fjMfjury8Glj8+PFjy4q9/vrrGh0dNb99fn5u+wPSigu/QnDP+hOA0cUzGAzq2bNnln1A+ra/v28tdJHPSdfSO8ikRCJh2f8XL16oUCioq6tLX/3qVxUMBm3YM+8NRUY6ndba2po2NzfNriEVx0fQOCgcDtvAz5WVFTvHr7zyir0PalM2Njb04Ycf6v79+yoUCnr69KkajYaGh4clXXXCWlhYUK1W07vvvqu7d+8aqYOP6uvrsyCK4HBhYUHPnz/X4OCg5ufnrYYGVQCZXS/DlK7JKfYxQTvPS6AGEQPGCAQCJi9EWUENDnjg6dOn2tnZMeIVAh05NzZ/bm5OjUbDZr2BDWj7DEHOXpFkWW/vg7wv8llrbBclEZJseDD7kqZTdMClffbw8LCy2awWFhZ0dnbddbWtrc1qIP1Zww/wOdKVTXr+/Ln+6I/+6P8fzPy0q7+/X//xf/wfS7pOZ3tnhcFnUBNOr1gsWhE5wPP09FS5XE6bm5sGaH/hF35B0WjUGJT9/X1tbm5aPcXJyYnGxsaUTCats9X+/r7m5uZsAmytVtP4+LgZA1htunqFQiGNjo4qnU6rq6vLom+kQAA0z0ZKsva9tJimJmJwcFDlctkGSTLFtbu7W/F43Kb+9vf3a3h42DprnZycqKenR5VKRXt7e5qfn1cgEDCAUq/Xtb6+bkw+AVC1WtXLly8VCAQ0PT1txXknJydaX1/X+fn1PJZms6lMJqORkRHrEY+z8ZI+DOLBwYEFTeiPifwZVrm0tKR0Oq2RkRHdunXLpF+k5Nva2rS1tWWylrm5Of3whz/UwsKCvva1rykWi1mmDOZaam35yDNj2Dc2NrS2tmZBWbFYNOYDqQrgGka2UCjYOvAzX/nKVxSLxVqCo5OTE5VKJQOMyNdwTjizr33ta+YQ6dRHU4qtrS1JsoA0GAyqVCqZU8jn87pz546l+mH9yFDAFNJyGIDZ1tZmckYcxf7+voaGhnR8fKxisahAIGBdXQDeEAF37tzR3Nyc/o//4//4wmc/nU7rH/yDf9DCrN8sgvVssW9E4KU+ADGYMy5fhwHY95f/bMAScgc//wfHAzNNkCtdTwMHbAL0cFIE8gAUz7LjhJEY0LXGd/kiACLVD/D2LaT9Wt3Mcvniex/o8Y9nXn1NEoEPRAVgHidOYAg45vwDmMkAEoCwtgRevEuyIXQ8JEiMRCLWqQ/b7TNqXDybdJ1d4O9vyrpog04wQ3c7AgjABoE9kiSkMBBPXj4GsAH8+wwgUjs6KrFezAxjf/h6GF8rxGf5AI/z7eWMN+tn2E/MrfLPyMX+REIIEeMLrwGTrOedO3f09ttv65/+03/6mWf7s650Oq3Z2VktLS3p+9//vnUfJZgga+ilSPxDrQyEQbVa1fHxsQ3BlmRMOEQN2bpg8KoL5OzsrDo6OjQwMKBgMKj19XUVi0Vr9kGXL/YEexqCgzONPWZv+314cXGhXC6n/+v/+r/01ltvWQb8xYsXamtrswwJRCd1fgRi4KGNjQ19/PHH+n/+n/9Hb775ptXNEXAdHx/buATkyu+8847S6bQqlYrVw7AXwCd838jIiEmWw+Gw1tbWdHZ2Zu2P8ReZTEazs7NW7wt2OT091ezsrGUvs9ms7t+/r/HxcQ0NDSmTyVgQAiFD3SbBw97env7sz/5My8vLJuNjdh24iSCTbC3gH4luvV63fYsv52ww8Jj345UX+Xxex8fHymazLaQBdVJvv/22otGoZa7pIIj/PDg4sCHiSI8TiYTJ8AncULfwfhlOTUcx7IavHfPzBiGjU6mU+UHWsLu7WwcHBy2D0SuViqkJOjo6tLKyYq2zJdma+UYK7OObPu/hw4caHBzU//a//W+febZ/boMZNiOMBE4Qw4CTJqKm5SCbEYcQDAYt1Tw/P6/9/X1Fo1Ftb29bGntvb88AablcVkdHh3U1Ozk5US6X01e/+lXVajXTUHKAcHZErxTRkYIm/cscF7SZgEc2Md264vG4ksmkfc/e3p4WFhb0C7/wCxodHTU2Ev2qdGWg0+m08vm8ZW92dnas4L1UKmloaMikYTs7OyZnIyj005FpkUj768ePHxtzgtOleBIwAyPMfB1S/F5GQg0IQREBQjgctvbO1WpV29vbqtVqyuVy2tnZsWCmUqno6dOn1uYQJwSblU6nW1LsY2Njlq2RZGl+z4SPjY3p6OhIS0tLBigLhYJSqZR2d3fNICYSCU1MTFhAkcvlVC6XVavVtLOzo+3tbQMFyWRS2WzWWl970IEOmkBCkrFApVJJk5OTLbUAOE0+p7293Vogl0olzc3N6eTkRFtbW5qcnNTIyIjVM5BBgbWEfcd5rK2tqbu72yRoGOG1tTVrgECQCRja39+3RgmSbM94vf0XvW7Kunzw4tlqWGVkGMg/uC+f4URrTPqcgBRwyP5Eeuhla8ia+NxAIGBr0t7ebkEiLCufQ+0dawTLRjbYEzQAddh9vgf2DaIDexYIBOycwTRTS0JWg/Xw2Sr+3zN8HtBRP4iDRP7kdeswzZASR0dHPyYV89I/9jFBm8+m4LB5JwSX3J9/714exf4jwGNf+JoPfo9A6WZdCp8NCeGlxhQoexmWr/OhMQjZTt4d2Wd+z2emCNLYF0j0uD8+mwCXbDb1Y6wba+PBja8hkdQSWHE2+RlkixSNc75YG7K2yKHwdQRbvvnHzXX8oldbW5tef/11TU9P6/nz56rVanr69Kk2NzeVzWbV1tamoaEhk/hhf9mT+Gb2SzgcVi6Xs8YtZ2dn2t3dNVsNOYcNY7j2rVu31Gw2NT8/r0gkotXVVe3s7GhgYECZTMZmvDEiAFsLKcmZZp2wZ5zRSCSiqakpxWIxpVIpkzyFw2GlUikLjrmn1dVVpVIpJRIJ7e/va21tTe+9954WFhb0V//qX9X9+/etrhRbF4/HFY/HTVLe19en3d1dxeNxzczM6MMPP7T6JGTQdGVEQsTzTU1NKRgMam1tzQaHbm5u6vHjx/rrf/2va3R0VJ988ol+8IMfKBKJaHJyUv39/ZJkSgICqHw+r4GBAQP0vo7wZre/4eFhPXz40AZBk/lPJBKGOdjXyKIA7dgU7IKvE8Jec+Y443TtSqVSGhsb0+LioiYnJ62jbX9/v959910jnCGEmX+0t7dnNUTYRdYc/8tsw/7+fpXLZSOH6BTGHvH4DJt8cHCgUqlkChzeGXaRzDi+KxKJWI0PpCoEaCgUUiwW08zMjM3qIesOpksmk9YFmCy1tyHIzXx26c8921/YOvwlvXCw0rVUQLrWRntHjBElBQZIhE04PT21Kb1bW1sWxOTzeWPI0W6mUilzCmwQDGEikVCj0bCZKkyzBeTDFKIZBzxJsoLETCZjIAEWBDnK4OCgFZYBBiKRiO7cuaOhoaEWI12tVo0pIYtAS2iKUyuVivr7+5VMJq325uTkRNvb2zo4ODCQkUwmrVCMNed533rrLR0fH2tsbEyjo6NmqAOBgPL5vO7du2f61FwuZ8wEQBJQxZAlmN9wOGyZEgKz3d1dY8F6e3v1y7/8y/rkk0/scFHn8eLFC62trWl8fNwAFnrZyclJCxh4RiRzt2/fViKRMBkLIBCp1+rqqqLRqN555x1JMgOzvr6ujz/+2L4DnSkBaD6fVyQSseYHiURCAwMDVhcFmCU7SIE/Q7oWFhZaivovLy9tiFcsFjOn6Jlp2oqSsh4dHW2R0ZBZgQWHBWpra7OBnrR2rlarNvStXC6b7O9P/uRPdHFxYe8e8ITxxcACAKUvB9B4mRBsp6+V8ZkCAgOCFPYb9wmgZ6/BOvnaB8DkzQDNOzjfnhygT0DKd9XrdWP6fcG2L1T1UitsGKCLIMSzbcgqkDhGo1Gra+GzaD7gu+Z5KZkvEuf5+Id15l48Uw9ApEZDumYI9/b2jOwgKOMZYCGR5XGfyEl4j17GB6BpNpsGRji73AtOk/fv/+F3PcC+CdJ95sbLqHwQwFr4bJL3OZ684p3S+QrHT2t46bp7lHRN0NGIAYKBNeJ7YKmx/5KMxPKEgc96+Zoh1hRARJMC9gL7mCCcjDngDv/BfXKGeDdkA7EznlT4ohfkGP66UChYF7DV1VUlk0kNDQ1ZsNne3m4zOJBkAcSGh4fV09OjhYUFmx2ytbVl/ge5HTWJvhkCdttPqef7kNwAEvkcT1qQPWJdPJFAhgmSlowK0sn+/n6zr52dnWa7Z2ZmTGKN9Pnhw4d64403FI1GLZBDKTI1NWVyT0D28fGx1tfXtbq6qo8//lj37t1TT0+PAXAPVqkfury8GgJ++/Zta//LgM1YLKZMJmN1p+l0Wm+++abm5uZ0enpq8sOJiQnl83mtrKzoww8/VLVa1YMHD4xE4XmZFfPkyRPNzc3p4uJq0DRZYknWQCEej9tZgNQhwCHjCcHgyRBIXfAJNbIQOXt7e7q8vBpEnc/nlUgk9Pz5c8NDEFuMTkCqXigUTI1CQwaal0xOTqqnp0elUunHMqJke31WPxwOWwZOum56VSwWrQFFNps16TeyMjAFGAdbSMkB+xbVBr9XKBRMXguJSQMOLycPBoNm/5FY43c+6/q5DWYw8NJ18dZNhk26lktQ65HL5XR+ft2SLhi86lqSyWRaDH+zeTWUsVAoqF6vWy9wDAkBBgOg0KFXKhVzNIVCwQwVTCzSn1qtZoYnEoloe3vbprfTuYJCcTZks9k0w4LBJPtTqVS0vr5u3SfK5bIkWTtY2hDjaKhnee+99zQ6OqrR0VGTqRUKBc3MzEi6dn6wvRxuArREImFF9tPT05aqPT4+1rNnzyzVvLq6qpWVFb3//vtWJwLbSJE5ziAYvOqMMTY2ZsMhc7mcSaoSiYQVbMZiMe3s7GhnZ8cGWCJx4bOQo3R3d9vhRDbY0dFhveNzuZyBKtqs0ojg6OhIiUTCjJrv2lar1fTs2TNJVzIIDAHZpGg0qldffVWxWMwaFBDMkt2D1VhZWbE6JbrHXFxcaGRkxDJuP/jBD/Tqq6/ae+/r61OxWFSlUrFsJDORKACXZHOQMK6kuAlCLy4urN/9e++9Zxr+VCplNVjxeNwym2NjYzbl2ANvMgUYXw+qvgxAczPz4kGtZ5gBiQR0PsDygB0pAgyhB2HYFIgL9mwweN31CeaVQIVnJ/AHDBKIQsRgp25KswgwpWvAjuOCPfTZqFDoqvMh0lTADc/u9xoXIOEmKEcKC1vP/XtZE2tDAERAQ9MJAiuAAfYA5rtarVoBMNkYAnFfM+MZWQgepFT+DLJenjXm3eGw2YPsCy9r8++ZC+AJkCVQ8l25POMOOOBzOzs71dfXp0ajoWg0qlQqZXMdYFYJ8Am4CRII/gk4+D6y+D4zyBqTdfC2xK8p5BhZH1QNBCde545khHuk2xRkBZlI5NTsdx+YUkeJbSAI+KIX7x+yJxwOm8Qbpp/ZIDDSSF8pIPdEEfYR+RXZ6Oi/najuO+VRhzk+Pq7+/n4j98g0RKNRa4ThgzyfYeVMeTvjm4DwjF1dXVZvy3vu7++34ANM0dbWZpl/STYrZHh4WA8ePDApENI4njUQuCoIJ/C4meGMxWK6e/dui3yPvYMNQwrL8Exk0ZJMRoasXrrKco2Pj2tmZsbaRQ8NDalcLts6DA8P6+LiQvl8Xs+ePdP4+Lj5JEnml6emppRKpUzeR2fUWq2m8/NzCzQIEGggMD8/byQujVEgUbDLBArgKLIV1Oysra2pt7dXL168sO+q1+t65513ND8/b9IwmqmMjo5as6eDgwO9//77ev78ubLZrO7evauHDx9qYWFBkUhEqVTKVA8++yrJSDYy/OAxCPFKpaKXL19aS24CSurHqF/EnyF7Y+07OjpsfAXqCvDo5uamNjc39fbbb2t4ePjH/IGXx1arVSNK8VXY4Z92/VwHMwAIGA0cvGfiYJswHJubm8ZavPLKK+rp6dHQ0JC1qSuVStrc3LSWip9++ql1/qIrx+HhoRmVRCKhk5MT7e3tKRwOK5PJqFarqVwuq1QqaXZ2VsfHx9rZ2bFCvu3tbdNG0pkL/SeFszMzMwY4vNZzaGhI/f39li69uLjQ5uamnj17pn/zb/6NMpmMDab89/69f0+Tk5Om32c46M7Ojs7Pz41Nf/z4sRnojo4OpdNpS3mT1oxEIlZ7ASPc1dVl3ZomJiZ+bHYExezoe58/f65/+S//pR48eGBAmHaNAwMDZjBxfmRgYKfQZ5ISbm+/mlQrybq++GK7QCBgoEqSteWEHd7a2rKgdmhoSKFQSDs7O7aupVJJuVzODNL4+LhpTX3XNTTOxWLRgApSNBhA2k5fXFxYswa02uick8mkXnvtNf3xH/+xtre3jcnv7OxUrVZTMpnUzs6OwuGwtra2tL+/r2AwqImJCWORcPTpdNrYQ84BrYdTqZQBJwxXuVy2Dmxra2v65JNPdHl52TIwFo05nW0AhwwHQ/IpyfTKBBsefH/Ry2dm+G8ynwQqXkbF3yHnkK5JDg+YJbUEIT7rAJsOOAewkRkh6OfzAe8EMlzIA70Ui+9GwuOZcwAqzDDFwT4oDAQCLYXF2EaYMZ8NaDabBswpePbBggdvfKdvDQto5V0CmNHO8+6la+DZbDatPefl5aWx+peXly0yCFg93zXSF0tL1xl5gDn1Gjclc/ws6+oDYO4fu4bN8k6XrAUyQN43z+czdbwr7om6ONqi0yXLg30KpH0tEOAPaRpMp1cZcK5477xT1haWlMALMMHeAsDwHQS/Xh4IsPaNFiCGgsGgyciwq9Q3QjLx5z6AZH990cvXT9FUY2VlRaVSSYlEQtVqVVtbWzbhHQICYAkOYM3b2tpMory1taXt7W1NTU21ZKZoHCBdt2wnsMM+ILsiM7O+vq5AIGAdoLAD2GP2MKQD/t0/J40JSqWSzfqIRCLmF7q7u60+JR6Pa3FxUZlMRtPT00qlUtatjPdDd0Iyt9TcUGsK4Vur1fT48WPr1AZxCRkEOdLT02P1G3t7e1ZjGA6HtbGxoVwup3g8boQrSgQk4Jw/uqYBqGdmZqw2jflq+EqCsmg0qkajYT4L1cLW1pYRhOPj48rlcoZTVlZWlM/n1Ww29corr9jZ99LLUqmkYDBo4B1MQU0o90UznfPzc21sbGhwcFADAwP2nni3BCaJREKbm5v6sz/7M62urury8lL379+3mT2S7Azu7u6qvb3dSCHwD2M1vO/A9oATaSUeiURULBaVy+VM8kg9LKQWNpisTrPZNOIcxQeNnCRZi38Gp9+UDWMrqOVm339e3/9zG8x4Q3nzHw8QcMBsDAqlJVkmgMDk4ODA6mUODg5MpoUuORqNGlD0zGyj0bDOEIeHh0qlUpbCJsonzVgsFvXy5UursfF1C0+ePNH5+blevnxphw45El0xyOpQHIpxzmQyunfvnm3AO3fu6O7du0qn05Zyv7y8tMFRtVpNx8fHGhoa0vDwsBnVhw8ftrRpJRNFhmJgYMA+E5YE4ARAbm9vt6I1Og7lcjktLS3p+fPn2tnZ0be+9S3dvXtXzWbTHA4MK3MpAIQ4wmg0aqlO2lNHIhGr79nf31ckElE0GlU2m7UsGbN8yJY0Gg0boMrhIx1MMaJ0ZVw2NzdtajK/53vLHx0dKZ1OG5tE6pV3RoDDbIFAIGBMFsw8QIEWmfw50oKhoSEz5KurqyaPJFBFogeTc3JyYnr2aDRq2ua2tjZrCAEojcVilpIvl8t69uyZarWadbyjENDXcQ0PDxuAZu8i4USyBHAgm+Ad9Zdx9n0NDtlAAknpuiaG94QczEu7+G9vT2CtCJhh3wGFNzMRnvWWZFIq/p/A/qa8jr0AwJBk2SMCGv59k731ANcDWxh+9gpsYjweNxkc90oLT3TbPuMCM0zAA5HA+SSA5PcAIawF+xdHh/yWPejJGfaGzyr49+qJCS5+xksrWSu+G7vIfvCyEmwK79MDGtbXy1Nx1mRyeH/Ybm/n/FBJshewnIB6WnfjO2hmQKdG5kzwO7xnr0nnHnym3Qc/7E+eC2mQr/WC2SWYwS6cnZ21FBf7/QrRxGem0+mWomieiY6UXtbp63S+yFWv10021dnZqdu3b5s9Zb4ZWVBIl+3tbZ2enlqrZFh5ZOT/+l//a52fn+vWrVvq7u5ukTWxH9PptBFBoVDIAL2XbtKsxasFaI3v5U2AUPYr5+qmdLWtrc0y/ewVCCb8bKlU0muvvWY1u9j4g4MDI7k4TxCLzEYCu7CWPT09evHihcntnj9/btmLWq2mUCik27dvGwEXCoUMKHP+qTWcmZnRxMSEdd+k8QJ4AhIDG8g+bm9vN6VMpVIxkqCvr0/j4+M2ioEMr5dmXl5etjwbGbmpqSnNz88rmUzaXLVwOGxkDrgJuT0EXVtbW0tdMwoXAt90Om2k9Pr6ugW47K2VlRVVKhUNDg5a97MHDx4oFotpbm7OAv+7d+/a7/B+jo+PTSIJroVAZ49yLqntBEtxjuv1us0Fwt6y3hASSP8DgYBl8PEHjcZVHe7IyIjK5bK2t7cNZ9BIC1tPMqBcLtvsRt7n51Fk/NwGMzCw3shKP17oyEIT9f5/2PvvINnz6rwffzpMDh1mpifnOzenvZt3YYXQIhBBUAgDEnKUC1soWJaNAFkqI6FgUDYySi5ZsgQWBtlQAmOZRQJ22V027833Ts7T0z3TPTl1+P3R39eZ083dBbF8vyXX/j5VU7t3psPn8w7nfZ7nPOecvr4+ZTKZsjA9TgC5A5SppJN3e3u7lWtmY8Na4gz5JCeMUWdnp6Hevb09jY2N6caNG4rFYqaNXFpaUm9vrx2qHPKPPPKIFhYWdNddd+n+++83pA+Kl2QHMoffqVOntLu7q5mZGYsCNDQ0qK2tTSsrK8b8SaUkdMavsbFRmUymzLhgVHEyQO77+/t2eFExi2pni4uL1tAJCcXY2JjdR3t7u55//nnrDLu2tqbu7m5VVVVpZ2fHuoUXi0VFIhEVi6Va7YxtQ0NDWb8HmC/CzNS7j0QiOnXqlMbHx610NuwABws63tHRUXMiE4mEVRnCGWpqatKFCxfMgT84OLANvb6+rvHxcTOaOCPt7e1qaGiwwgQciIT3AUN0iw8EAsb+Pffcc0qlUjbHsVhMFy5cUFdXl+rq6nT69GnT3XKA4IjTewh5xMbGhhYWFuxg7OzstPXq2UUiNrBnMGfcK3rz3d1dA/KwLjyXl3RJMidGOpR+favh5m9l78OAY0RzuZwBQS8l8iDCS4mQ0bAHeC3RHSRMOLyVbD6RSRwZ1gBOpZcCeZLFM8M4nTDpXkrhowm8l8MBUIMN9I47n1XZ+BDnh4ORJnW1tbVlsjicM38QkfNRW1trDhmRBA5QH/nieTkskboypnweh7c/6HhmIjKVVboArDghjIGPgFWyhfww9z5SiAPmo3Y4jeS8AP5ICoYJ5TkrQahnTpkDnzdEgQLsqpd+ISMjCujPNfYx5IcvBMD69YCc9cQF8GG/4KRxLwAO7B/jwhnK5ZUQVI3jWSEPsQHk2ZD38J3Y++vr61pZWTGCyBM2p0+f1qVLl/T1r39d09PTeuCBB6xPSSKRkCSTehNVXl1d1erqqpqamkwClc/nDRAR1aChsHcEq6ury4p3sG+6urosYh8Oh3X8+HED0qwDD15Yx4wVeaKQX11dXWYXIAP29va0uLioXC5nkvR8Pq+1tTVbz8yVjwoiu56bm1M0GlVra6tJ5EdHR/XFL35RAwMDOn78uIGt1dVVhUIhTU1NmdSaSI4HZ6FQSJ2dnWptbbUiEZyFOO6ssd3dXVNeQBL53I1AIGByPm8rs9mszQukFMoYSLeuri4jWOn9w5o/duyY+Se+2S+vYT2jpMFPxNan02lduXJF4XBYw8PDOnbsmBFgSLmkw2asV65c0de+9jUdOXJEd955p1KplM6fP2+Nv+mPt7e3p3Q6bQAC5QdkDkQsQN5Hm4nMMBeZTEbBYNCq+GGHILroT8T54SPUrEManqKwgTSkWiMgxUcwKbYBqUpPum9l779swcz6+rr+63/9r7rtttt05513mrPhgQ0XBz1MJVc8Hi/TIHJwU0e+UCgl5J87d84WK84EVY2IWBDS9wfa2tqaJU2vrq5aBTEWy97enk6cOGFh8NOnT1tyWV1dnTU1WlpaMllWPB6XJKtQtbKyYodsd3e3ampqdO7cOTsMWVhSyYhsbm5qcXHRIkihUEgtLS0mX6GSByFeOr77xFy+D7Ylk8loYWFBX//619XT06Pjx48b8PBNtPr6+nTkyBFjbiSVNS8lLL66uqr29nY7HKimgnSP3wNUfPM9GpiOjIzYAUAYGAeJDd3S0qLR0VFjG6kAwhziPDCWY2NjtnZoBIVW97777tPu7q5GR0e1s7OjO+64Q01NTdrc3NTQ0FAZ0wLLe3BwoGQyKUm6ceOGnnzySa2urpohl2RRpp6eHu3v75sELhQKKZPJaHV11WRfSBpCoVIuTThcapJ6/fp1BQIBHT161OYZhz2bzWp3d9dAJMZyZGTESl02NzdbTkYkElEikTCngrwt77CRWO512NevX9f169etdv5LuVZWVvRLv/RLuu+++3THHXcY+4hRlg4BAGsWZ8EDC/YHTj5GmQPcs+E+X4NDCvLCy3vYQ5LKHGqfq+N19MhlSCb2siovg/Jr0Ts/gAq+H/YOx91HhVhTOMM4VRzo3A+HGgDLAze+F0BHZJF74lkZYz4L3b0kc+jJB8C59Pabg9JH2F+IuPI/vBaQgRPuZYCVOT+eHec1HmB4CZmvcOcdWCJOPgLixw4pks8L4jP8mOEgM344oD46xr7Cyebc8kAQB8g/VygUMjaVdY6Dg3Pnx6hSeseawAlinHkmzlDWP8TTtWvXNDY2ZtH/l3JtbW3pkUce0cmTJ83uNzY2WhWvhoYGnT17VuPj47p8+bLm5uZULBb1ute9ziJP5NBIpWTxjY0NNTU16dy5c7rtttuMTCJfk/OYNYoSgfFiLJD9HByU+p91dHQonU5ramrK8kP83mJ/kUsGUPJkCLIunFWk3FVVVZYndOTIETU0NCidTlu+W6FQsHLTSNlRmZDIn0wmjQjAl0Dlcdttt+nChQuanp7WxsaGNYZ+7Wtfa5J4XziCHDFy2TKZjIEs7jUWi5kjTtSI3JS6ujolEgmL9nvZJNU9eXaqCUajUbW3tyufzxsJRV4a51A6ndaRI0cUjUZ18eJFpVIpy/2k9yCVPyUZUOPf+HQU+yFaFQqFdPr0aZ04cUKxWKyM2AU8cx4NDAzokUceUV1dnbq6uiy3i1Lh5P/iYxYKBesrSP4jwGxhYcHSBbAP7FPWNO1G6PlHtIUzwhfygBhFKoxPt7y8rJs3b+rs2bNKJBImFYQUg5BhDqn4OzU1Zf7F/v6+Hn74YT333HM2ni92vWzBTCQS0T/7Z//MDlI/mRwMksxRjUaj1niqra1NIyMj6uvrs4OgUChYPxrCafl83pL+Q6GQsXIcZiTeUaaZqA0AJ5VKWS6HJPX396umpsZCuA0NDbpw4YJCoZCWl5dNs07S+G233WZIm/43hIwzmYwmJydNuuHrfVNCulgsmiyrurraNJcwOiTuc69exuJLCoLCeS1sEMxtZ2enurq6TIJHIjUGsr293Rj9RCKhr371q5qdnVVXV5eV9ZuZmVFNTY2Wl5fV3t6ulpYWBQIBK9VYLBaNocEZ8NpjDlwiJOl02hywJ598Uvl8Xr29vcakIS3r6+szFgz9MYc5LDeyAhyL/v5+zc3N6bHHHjPGLxgMqre310ouUk6b/CaeB4eU/Khisajl5WU9/fTTGh0dVVNTk44ePWphbZL2Ozs7zenY2NhQOp3W/Py82tvb7f4AnLlcqdwjfWDoy7O0tGQHBMDIS0Lm5+etzCmRSLTJXkKEg4gj7Y0q+489ghN1/Phxtbe363Of+9xL3vuxWEzve9/7bK4B2KxtHFXWA0CCXAfGCuCHQ+H7DuCMAo68LKnyWbkq2TIPiryUDNuEMwNbTsQLwAfL7SM33sH05YJxSnCQK/NWPMHjIy9czFWljh/Q5u/Zy8xw6jxY884vjCY2ljHF2fY5IJX5JDjiAAQOSb/vK+V7/j58hIExY+2zV5gT/sbhDGNPFUGcdYCWB1+NjY22R6qqqsyeAEABMXxnZSVHAIGPLHJvRF6orOijTAAR1gb3wxohwuTHhDEl4gTZRdlVL90mOuWBCnOBDAt77EE35wg5TWfOnNHtt9+u//E//sfffbNXXPF4XG95y1uMTIE9RuKyvb2tjo4Ovf71r1cqldLS0pKOHTtmDhlnFh3Xb9y4oSNHjujcuXOKx+NaXl7W/v6+YrGYJJUlteOAb29va2VlxUrse3ICp7OmpkZdXV0aHx/XxMSEEY3SYaTaRwVZ25UFIADRkiz/jXXl5VBVVaWqbTTfRm1SKJQqX66uriqfzxuwIadlfX3dHHvyVynFS+SfSo+pVEr33HOPESZPP/20Ll26pGPHjllEiz3E+XLbbbepurpaa2trymazyuVyVjiCojJbW1uKxWJlyhbkajjeOMvIlyRZIYft7W3V1pYahwM4kLbv7+9raGjIlBXIENfW1izPBWlhJpOx3Jvl5eWy6l97e3taXl7W5uamFTqiiAEADJkcEahkMqnGxkYjjSErIJsSiYQWFhb06KOPmqLD51rSF2ZxcdHah6TTaY2NjZlqwtsK/E+vmqCwFGkSRLp5D2sHhQeRHKR8yGchDAA75DZy9voehsjSc7mchoaG1NnZqT/5kz/5pnv7ZQtmPOvnDYJ068RDHH4GmVAteQBEQg4ODjQ4OKiLFy8qGAzqnnvuUXt7u6LRqNWup4rJ888/r5aWFnMAvDbY/45cj9tuu03z8/OanJy0AwrjOjw8bOFBqpXhvNCw7amnnrJwYXNzs4aHh1UoFMwBoHrO1taW0um0CoVSWd329vayJHheB/MYj8dNM4oxohoJjjIOYjKZtMTA+vp6Y+vj8bh6e3vN+JJQPjIyYoYcw3vs2DGreDEyMqLm5mb19PRYJQ2iTplMRqFQqVITVVUowEBTunD4sEgB4WKiSZ7d3NzctPr1uVxOMzMzqq2tVTabNSCKdKWmpsYS+zkAQqGQjhw5Iumwl4nXIBMZo/sxzjUFCwAisBgbGxtaWVlRIBAwSWNTU5MGBgZ08uRJbW5u6ubNmyblIdQNCzY+Pq5cLmeHajabLXNOq6qq1NfXp0AgoO7ubosA7e/vK5vNqr6+3hIYcbAYr7q6OmNiyP8Jh8Nm5HzeEuVHOag9E8xawpkGNL3UC+fMyxIAVr7ULcYdJ8O/H4aVfzPX5JJwnz7SykGBlt3nZAA8cOSRK3JP3mn3EjQcUJxFbBT7EydTKgccON+MA+ybd8p9hMQ/JzIZSWYfOeBwpIhSsTaIGPjX+s9mzmFUGWMcb6JfOLq8nh8Amx9D9pmPqPFebCzv9c46v/djjDwNMOP3Cbp4X26YJoKAdWRGzCfzDoCRDuWPPoeC8eZZfJQQUiAYPCyNCsjj70jyAN4oEIjuE6X1kjnmmrXMc/pIni+Qgby4MmqI04LGnvFk/DyoZxx85AZZELb4O7H36+rq1NPTY0AG57+7u9v6aBSLRZ0+fVrf933fp7/4i7/Q3t6e+vr6LG+Sc7GhoUGvetWrTI3BudXV1VUmL0TFAJCnvC9RLoCktwXsnZaWFiMGk8mkurq6ykghAEMuV6oiSKEM5tBHGyUZeYHSAyKDokae0ILZh6glv7S1tVV33323XvGKV1j53SeffNLyXAKBgAEDEvuvX79u7Qb29vasaeiZM2d0+vRpi7RCHrP/aAfR0NCg5eVl60tEJL++vl7xeFwdHR1luVj+2dnrnMk45fX19SbVJrINCAqFQlbUB4DiZVbZbFajo6Pa2toyfwibjgIG0mNtbc38vurqao2MjKiqqkpjY2O6ePGiLly4YHuAXFmqu62urlqhGC72SE9PjwqFgkWMWGPYT7+nfB4eRQ7w//AvkDgTmdvZ2dHXv/51LS0t6a677tLtt9+uhoYGLS0tWcSH9cP6RblDRHB3d9cas7a1tSkej5s6ZnBw0CpV0quO/HPWPMWyAMQvdr1swYw3upVAxjODABrpsMQnh3+xWLRcBcoUBoOlRonnzp2zxCcqTlFZggobHDThcNiMAtEcyvjBZLW2tpqR7O/v197enpaWlqzRElKfpaUlQ+404Orr61NNTY2uXr2qZ5991roUd3d3q1AoWB+clZUVOwTREqN35ZDEievt7dXU1JSmp6ct+ZPDwTuHaFFra2u1tLRkjF1ra6s5bDj1GGk2MQcMzhxliyWVdUkm/E9k5+rVqxaKz+fzxoD5XKWqqirrXI+eFIc/m83agRoOhy25jqIH3KNUAnf0TYF5A4iS7Le7u2vROdhMSRbSx9mi2h2sbKFQ0OrqqlUb29raskR5wOLu7q6mpqZ0+vRpxWIxtbS0SCoZcPS/xWLROm1LMhBHBIzmnBj1eDxuh3UkEjFpHYwUhhnmtK2tTR0dHerq6lJ7e7tmZ2etMAb3gvPEQVNZwQxniQspIiFsIjQAiJdyecfIa88hMZgTSQam/OHoHV3p0AmFfCCSgt3AllCGlDXtiwh4WRv36KMw3kH1shSfxwHDjh4e28Ga81EXyAUiHVQKAnD6aAPvZ0wAqawnZAM+F4Ix4bsANJLM8ea5pENny/+/H3MADfbDO9a81ssvyaXxEXfuD4DgAZTPc/OAz9+nj3L7sZBUVkmM566MLCEd9u/FkSUiwTr0z+ClZMyDz7PAufGgASDsc4e40LNT/pR96see95MjSUNgvtsDqGKxaFXIwuGwVYBk/TL/7BmeH7LNJwGzbhlzHHUP5l/KRS4q1Z2oQsb3ZbNZFYtFq2527tw5bW1taXl5WbFYTJlMxnJayBWiNUCxWFQymTQHt6mpSYVCQalUysgMgC42n+/F7oTDpf5rW1tbJgNuaGiw1gIQb+wz8l0p2oKci+qDhULBzj3Wuy95TI8YzmDs8Pb2tjn/wWDQpMDIaXE4Q6GQEZ9U35Rk6hRUANXVpT53kCvz8/PWOLKtrc3yl1gbVIeFYEFKhyw+EDjMtWOd+RLQnqyh+hrqmKWlJaXTae3s7CiTyWhzc1NtbW1qbW218xegCAgCDABQsAck5Tc2NlofqOrqUlXahYUFra2tKZfLWfsOokqRSEQLCwsaHx+3tgleIowPEI1GlUgkbNx3dnaMlNze3lZXV5f5AplMxqI42ETAIaWUyYV87rnntLGxYQ02mV/O9u3tbbW2tuqOO+4wFc/XvvY1u0/OCEkWCUfB4VswcAaSJ1RTU1NW4UwqnbFzc3MmmaawDPYSCds3u/7eg5lsNluGyh566CFNTEwoHo9rYmJCP/MzP/Oiv3+xiwVZCWR82A0j4FlSDLWvgEEFLxyI5uZm0zd6Vmt/f990oT09PVYCF0kQCbewAyTXdXR0WBnohYUFc64XFhbsUMD4ez08jaZ47+rqqoGr9vZ2SaWNQ4UzDA3M7uzsrCXGMWYAnYGBAU1NTSmVSpkxwghQvWRiYkKtra06c+aMVWhDk0l5aEl28MJwBoNBK5uczWYtgX1tbU3pdFrJZFIzMzPmKKAzXV5e1vPPP6/u7m7t7ZWaVW1sbGh5ednYDWR2m5ubamhoMDBHODWXKyW1j42NaWlpSd3d3VpaWtLS0pJqa2vV1dWlhoYGxeNxtbe322GB5nV0dFT9/f0GapLJpGKxWFlSZzabtVyUgYEBY6YotED4mzwcmLy2tjaTuE1PT2tsbExNTU3WBA7QgmFOJpNmjKi4d/PmTWO1WO+rq6tKpVJW4hm2FbkbcpnZ2Vn19fVZEzTKekajUZMHrK6uGjDwhh9DDWufy+XKdN9cOPUAGF7vWezvxIVDgXOALtxHR31kCJuAc8lapaCET2rnYPJJu+xNbIWPZnlHlmf3z+udSD6ffAdsmCdnvAwJgMNrsW+AeqQOgA1JZc4yhyORAAAF80pkl39X6vjZ35U5Ih5oQGrgsPMePtM/I3sYG8c9+WgFunfAqh9n3s8ceqmpj/Z40CMdHtq8lnvi32jYvTSNe/YSXO4XqSLglPshusX3Inf1USk+y0dDcWopwMH8+uRj9ruXzJHvVJn/g/MESMSh8MQCe4iEY0l2voRCobJ16ME538/ce+Dm97/PJftOXDhjDQ0NZYn4RDMgBdkLR48e1c2bN5VMJm1fBYNBa349OTmpTCZjIMJLTzc3Ny33AaACGeHzBQC0SCGbm5stOX5zc1MTExPmRKdSKZOEMp7sN3JzkCtBIKDg8Pk02BrkVNjzYLBUPIDcEiL5iURC+XypwBHJ3yS4z8/Pa2BgQIODg1pbW9P+/r6effbZMmXJ8ePHVV9fr9bWVj355JMaHx/X0aNHjbD0ErPK6pX8jvwWCEVyYDhLWL/cd7FYykU+evSo5X9wzzdu3NBnP/tZdXd368iRI+rv7y+TjnryLRqNqqGhwUhA5o+mq0tLS5Kk5eVlnThxQv39/Ubm7O3t6dixY2ppaTGfbm1tTc3Nzbpw4YKdiVtbWwqHw0YMFwoFi4IB5AGn29vbZU1lOzo6DNDwfvpbcca2tbWZraurq7P0BaJ/7NPJyUlrv4APtrGxoa9+9av6P//n/1j/vtbWVutjVxnVrq+vL5P94fPt7u4aIIrH42XAemxsTAcHpcqIQ0NDam9vt+ggeTnf7Pp7C2Y+/elP68knn9RDDz2kp59+2n7/4Q9/WF/84hclSR/5yEf06U9/Wm9729te8PcvdPlD0jsQPnHMs68kRJF3QYjNG1mMGE3OMDiABJ98y6GOJAR2DIkGcjGcTso2U9VrcXHRNPpra2tKJBIW7cC4UgULcLW+vm7MMExsoVAw9E+SeWNjo3Z2drS0tGQNq3p7e42ZpNFhdXWpNj4NpXByYHVCoZBGR0dNQkZODgaJjYesKhgMWtUT9J+wE2hOL1++bBKolpYWO+g4TGdnZ41Zo1cLXX/ZoDgBOJo4BHt7e3bw7+/va21tzcbx4OBA169f15kzZxQIBKypJCHgqqoqxWIxzc3NWbStvr5eMzMzmp+f1zPPPKPjx49reXlZmUxGU1NTWlhYUEdHh3p7e81BCQQC1rBtb29Pw8PDVhGMZqh+nGi+urGxoZ6eHmNh0KA3NjZaecqlpSWLVlF+MpVKaWhoyOSOFFQYGBgw9j0cLpVkrqmp0dmzZ63aFc4qumDfvRlJHywMjhWgkzH37LWXzQByaRRG2Nofct/uxUHj2TDvkFdVVdm9YAN8xBaQurGxYawdjhzAIRQKGdjjPTgrPlHXS68AG5LsgMYZrgQhACXu10t0AJXkXiFvw/5URj68DeS1OM4eUPm9xn166ZOksu9GKoCjzmfjDPjv5nNxsiCOvAyq8rt94QbsNw6eHysfUWf/eBKLufGRGrT43Cvsqwe63D/OOiXGcSoZbw/uOPT5fqJovJfoDgCHPQwplsvlTA7CZ3Hf7B2/jv2Y8nf2W7FYtP41nsTzUjsPfLwzyMXYst9xMomcQ/hRBpZcGX8/fB972wMqSbY/vxOABic8EAgomUxaMRvOts3NzbJxp9P68ePHrTQ/uZnhcNgS1GllkMlkLKLc0NBgdo5qmb7nEwRpZWQaANHQ0KDW1lZdvnzZnE4iBNigXK6UUJ7L5XT+/Hn19PQoEonYuUWODPYXkIy8ure3VxcvXrQIHKQR94etQTJGZIBIHbIx9ghnytjYmCKRiOW1ItWanJzUs88+q87OTlVXl1oE0HSZqDvgGWIYgok1TcuEVCplkQT8CNQI7H3pUCKJjcrn81Zprb+/X2fPnrVohyexIJuwD0gma2trLVpSV1en/f19LS4uamJiwlQTjGV1dbWpcmpqaiw6gmRtdXW1rHIY94u/SduInZ0dA3Pk0ALCIRnIdfFSMaSnPB/kzx133GHPGQqFLPXBF9moPNNQblDYCXB9cHCgpqYmdXR0WIQWVQ8kdTQaVXNzs9ra2rS4uKiGhgZ1dnZqfX1d6XTanvPEiRM6c+aMdnZ2NDMzY3JA5u7Frr+3YOZtb3ubLly4oIceesh+99BDD5VFaS5cuKA/+IM/sF4Wlb9/MTAjqexA9nIDGFYWEfXDs9msNjc3baPHYjFj+3HMWNzolHFeYCUymYy2trZULBYVi8WsDwuHGt+J0xcMBtXR0WGNjMgvmZiYUDQaVVNTk8mlYHUIrWYyGdugmUzGDDRREa/zJnIjHWp2k8mkbUzQdFVVlRYXF62Z1MDAQJmmvFgsamNjwxwagBjGlO9EE93W1magAmOOIymVkrXJcbl+/bqSyaQGBwetCSUHK7XQ0cHyfbBT9fX1FuJfW1tTQ0ODWlpaVFdXp0gkYomYSAZxJHd2dvT888/r5MmTGhkZUWtrqzUspTEqkSTug0p1BwcHWltb08zMjAKBgG7cuKFr164pEoloYGDAwubkWtXX11tImvWBYWNMDg4ODGRSmAK2hX+Pj49rd3dX8/PzOn36tMLhsFZXV80pnZqa0szMjC5cuKAzZ86os7NTxWJRV65cUSwWs6Zp+Xy+LBm5r6/PIpIeuOZyOau8RugbR44EQgw2zicHLI4/48cagrVn30UiEbW3t9uefSkXzyWVJ6RLh0nk7KdKYsM7rT7/DWaZML7PSyBiycEhyQ4uHBtAKM+N44ed8kmrOBuAF5/v4EkaLzHi83n+SgDgD0C+h+/yAJL789EOL5NBZ49jfnBwYPfKOOIwsB49wJBUFh1jLfj74ft8ToV/D2OP0+yliTw378Np8Xk+5LuwRpDRoXlnHHDIAeI47b4an79foiasA8YcJxoyicgODCe9ZmBmGSPOikpAyRr248X6xDHxkSteA2tfuQ8B20QEkElK5SXUqdJHVSp/EfnBJsPa8/nsLZ9Dw+8Bfd8JIsNLSnO5Uu4jz+LBd0tLi6qrq3Xt2jWlUildv37dis3s7+9rfHzcIh6cq0RZqqurzS7E43FTHCAx5z2sIb6TvUb+28rKihYXF8sS/30COJUz6+vrNTk5qatXr0pSGSjAFrFOWO/ML3t2dnZWjY2N1vyaNeKLT+BIs78uX76sz3/+83rFK16hwcFBUxUUCgXdfvvt2tvbs3PON4m+++671d3drUwmo/n5eV2/fl0nT540SRkkMdEmSBnWcTgc1srKisbGxtTX12fyO/JOWW/8YDuwM+znc+fOqaenxyIy7IPKCGUymVQymTSSGmKBCFptba16e3t19epVzc3N6ctf/rL6+/v1+te/3giIzc1N2/PYOUgAJKKQooxDIFBqsgmI4L5Zx1TLA0AVi0XL+8GfJaLK+/L5Ug5vJBJRKpWyogSAE+4jFApZL8JEIqEf+IEfsOR+CLh0Oq3NzU319fWpq6tLLS0tWlpasvexzil9jl3l+5D0J5NJNTU16d5779X58+cNJFEh9Vu9/t6CmVtdzzzzjJUWlkqVSZ555pkX/P2LXZUHMZeXaJFAu7a2ppWVFS0vLxsLgNyms7PTQrI+8YpDIhqNqru725gMQtxU0JAOtcMcqLlczkAEHeW51+3tbc3OzurUqVOGdmEJWlpatLa2pvn5eWNY0AWTu5PL5ayaWDweN4kMcqajR4+arrWurk5TU1PmzMLqwJisrq5ahReqfOEQUJ2it7dXqVRKs7OzGhoaKnMM+W5YTORdsGM494SSY7GYTp8+ba/P5/OWVAtwonocUamFhQWTPcTjcc3OzmpjY0Pj4+Oampoy56RQKOjIkSNWPAGw2tHRoa9+9at65pln9LrXvU7V1dUWKdna2lIqlbLEtdraUnfilZUV28w0V0skEpqamjIgtLKyYs5aLBazni6Dg4Nqbm42wIfmFuYJgMmBjFSQfjkTExOanZ1VIpHQ0aNHzcBR/jqdTmtyclItLS1GAuAIwdjt7u5afwNAeSKRMEcEwMo6oGfO1tZWWT4F0p+5uTk7oDFiOF4YXpwpQHYoVGpAihwQNvo7cXnZh/83B6V38L28jMMUo45jyr7FqfRJ355R54CRDqVCPirBIcJh7sEJsh7vgMLCSYcgw+el4Gzxd+7PFyXAWfTyVCI0OJ98NvbNgw8fXaH/BNUQITXIoaDPBiy9d049OAJs4FT4ql6VINMnvGK3cWB4bn5uFYXHdmxubloUAVBORJZDnmRUQIIH3T6vBSeRe2FfAbq2t7cNcITDYZMq4kxzwfyydyjjjvQCZt6DROkwWkJUCjvjoyHk8LD+vazG51fweiQr3JeP3vA+5ojxAZwQ6WMPE4UBHPl1QBSXvQnB+J2SmiGlWVtb0+zsrPL5vEVQAAFepjk5OSlJNg+cjawJCMqFhQVzBMmNJY+FKG4sFrNKhzh5kEMQUoVCweaXPdTY2Kjx8XG1tLRYbguRm729Pb3iFa/QsWPHtLCwoGQyafaf8V9ZWTECinVODuvly5c1MTGhzc1N3XPPPebPML8+msH+2tjY0PT0tI3NyMiIReyIPvf395scHVUIFUJ7e3st3zIQKOWdLC4u6tSpU0Y6MoZeggygCodLhQZisZjliS0tLWl0dFTz8/OmBAHEkcMUDAa1uLhodoZzdmlpSfv7++ro6DBHnzxRqhKOjY2pUCjoNa95ja0XfJSenh6FQiHNzMzYvZ87d87AD/PLPvP5bJzNhULByAAqyzY1NWlyctKigBQhgBwrFg/7mi0vLyuZTFrBHU8YeTkqJdiDwaDW19etEubs7KyWl5d17tw5680DCELNQwNOfBU/Bpw1q6urmp6eVm1trUn4WlpaFI/Hy5Q/+OupVEo1NTU6ffq0jh49atLNVCplPQdRKH2z6/8qMEPS9bf6+xe7stmsfvd3f1dS6SC94447dP78efu312nDeIOG6+rqtL29reeee047OzsaHh4ua5AFE4PBIeSOdAQNNA0POWy9hh/H5uDgsAP2zZs3NTMzo+7ubmuShLFBGsYixrnE4WIBIXeYm5uzw9IveJ7v4OBA7e3t6uzsNEZvfX3dyjHm86VKI6lUSp2dnZYkOTQ0JEmGwnkvmk4kTjD56XTaHAVKVgaDQdNjet322bNnjTklqsFCn5qakiRrULq9va2JiQkzuMPDw+ZMS6V68Mj55ufnlUqlNDU1pba2NqtGUl1dbZtuY2NDTz75pOLxeJncECdhd3fXKqwQSVlaWrKEUSJbxWJR165d08zMjKqqSlXocNyp5EGlLyqNxeNxra6uamNjQ9euXVNtba06Ozu1ubmpjo4OkyrSILS3t1eRSMQkaPTEuXHjhgHB1tZWS9xsb283w0pZ6qamJpMCUJ+eaA0GOZ8vFVfAQePw9ORALBZTKBSyZE0PHlm7nl0HFODobW1tKZlManl5WTdu3CiL2n27Vzab1X/+z//Z9t7dd9+tM2fO2AEDiK4ECjh30qGcB+ef5yBSx17CMeDv/D9Moc/HwXHzpAEgw0djvDQSRxqQA+PL/RMRYa1yoBIZ8rl2PkkcIFdJ9vAZ/veeQYU8SaVSZVErpBU+qgdQ8PklXu7EMwHi+H7uy0fLmCvGxTPK3r4xXjhmRGpxUn1EB9YaaWblGPHcfhyRKDE+SDVwkLFn2Py9vVIJes9oUmbZF43x64NiHQBRxoV79/lLzCX3WCmZ9FEqDyJ9RNJLvABwvMbL6IgseKDDWmdN4sj7PBXuE8CLk/v444/r61//ut3rd6LHVDKZ1Ec+8hG7x66uLvX19dn6847mpUuXlEgk9MADD6irq8uk1PRfITexqanJovCBQMCiV5BwnlibmpqyM8TnUwUCAZMDSyUSEyBYXV1t5xiRdIAq39fU1KTe3l6TcSWTSc3Pz2tqasq63jc3N1v+6ODgoDmlKBoCgYBmZ2dNgk7/PEkmP6KZIf7N4OCgstmsxsbGtLGxoXC41HCysbGxTOYEwJifn7d7x+eZmpqygjPkivb09JSBSwBusVi0pov4WjjktCxIJpNGzpJTfOLECZPKb21tqaqqyvKjkNkdPXpUIyMjam9vNxIxm81aMSIAL9XoisWi2ZdcLqf29nbrSVMoFKxVA9Es1jYgnpSEaDRqxC7PuLOzo6tXr2p8fFzhcFjd3d1GXOIPQcgRfVlcXLR1xYWdYa8ynow/9zAxMWHrjQp2qAN8T6C2tjaTuDU2Nmp0dFQzMzNaX1+3prLI7LE9Ozs7BnIhpsLhsGZmZrS8vKyuri4lEgkdHJQaipMLPD8/b/b6W9n7/5+DmY985CMvCD6Gh4f17ne/+wXfS37Gt/r7F7vi8bh+6qd+StJhci2HGYcEjgGghCTnpaUlzc3NWaIzchDkQZQjhK1HtoVzjwwpl8uZJCocDlstdaJAQ0NDOnPmjEVyiLoMDw9rbm7OohU+eXBvb8+kW8lk0hZDdXW13S+Rienpad17772GiCUZeg8ESpVduru7VVVValo1MzNj1XhgmnB+p6enFQ6HtbS0ZEZ6cXHRgAsHIvkXUmlTJZNJM6QYmYaGBqtQhpPOM1CLnES69fV1BYNBcwYAMvyQ1Ei1JRLWYQepMsJmBRCSX7S/v68TJ07o2Wef1ejoqAYGBowhWlpa0p133mlRGpqbraysGLNLb5rZ2VkLNY+Ojlp5SiJtSPio/kZYeGVlxZL96PiL05RIJIwlwmlF1odEC8eOEpdUlKMJ1vT0tDmLkUhEy8vLlsOFFravr083btwok5BRmWt/f9/eMzY2ZlFCHFZC54TJuR+pPAmYuYY1gjm+4447JMkasfr8uW/3ikQi+pEf+RE7iMhrI88LqRKOH44qklMvfSICh4O8ublp1XYI6fNaf4jw4x1FEj2JEvFaIjc4gTDnPlIFIOAzcUKxa756FwchDDP356MlPA9rzf94AAHwACB5aS5SIklaW1szCQQghjyUWwFcHGPWpj8cASIAYL6TA5j34mT7e8ceVsqJsS/MraSyQ7iSGfTRHv5O4rXX2SM949nIr0KWhgSUPAAAK41miaavr6+b88K8sKYYE58/hGPO53mQBuj2QLoyOglY8VFbZG7sYcaY+4L1BcxLh5EWiDmAuS+DDEhkDSKHuu2223Tq1CnL1/kv/+W/vOS9X1NTo1e/+tVW6CWfz1vknrwO1kU4HNarXvUqnTx5UtlsVk1NTVaMhUIsMOqUUGa8cFxDoZCVp93f37fzJpFI2Jl/+fJlTU9P6/bbb7fSy+vr66YyqK6u1tve9jZdunRJMzMz6u3tVTwet7WHDaUozZEjR2yONjY29Nhjj2lpaUn33nuvWlpaDCR3dnZaH7iWlhY7q6qqqoxA82C3rq5O8XjcCtMAdij1689VErjT6bStK6ShrIt4PG7VQGn8ixwvHo+bf0Fiu5fizc3NqaOjw6TOEMQ0hGTtd3V1qbm5Wc3Nzaqvr9fdd99tBW2IJFEcaHl52fYVkSMKNqFAQVngyREqgj711FNWyWtjY0NTU1NaXV0t28sQxexRoh9UwWP8KGP99NNP68yZMwbUOE8YUwgSQPjm5qapgPA5g8GgRXR8pA3lyNbWloaGhgxQ81zk/EiystkUxwgGg6Y6QiqGDe3p6bGIEQUsAFqZTMae9+LFi5JkZACRxe3tbV24cEFveMMbtL6+rr29Pf3lX/7lN93b/5+DmW+lytgLXRcuXNCTTz5p/15dXdWFCxde8Pff7MLw+4PH650J+0mHSaIADkmGJKemppRIJDQwMGAHBBWpgsGghXmRC6ElRwpBw8n19XUtLy9rYmLCOueePXvWZBqDg4PG+LJYiF7Q0LCqqsqasHEA9ff3a2trywAQXd+5l+npadM1wjrBpnJw1tfXq7293Uo/0/sln88rk8locXFRZ8+eNeNN5Q/ABs1EiSIQXcGB93kzHKTkmlRVVdn9eh0/CZo0F52entZtt92mRCKheDyuM2fOmBOH7pVDdWdnxyJekUjECgXcvHlToVDIegOEQqWKchcuXDC2p7W1VdFo1ORkgUCprPLKyoo5V88995xVVGtqalI0GtXy8rIxOER3yPFpaWmxSF00GlVfX58VLqAcM12LSRKmf4tnFImWFAoFA0tEjurr63XHHXeotrZW09PTisVi2tnZ0eTkpOX6UPkO4EiFHvK2ALgUm8BhXVlZMYkZ8wfr7eVLyBe9M4PDS4SAPRQMBs14ozv+u2hoX+jis8kR8JIy7hEwgrMFUIHBZ13xWUQK2etEwLyjx1xVOtxe4+zlaDB/RIcZN0l2EEO84FhLMvAOyMLZ9xEf5HDYCCI+XIyPZ/W9BIw59ZE6SB2ezUdOYKh9/gA2FhDBDxEmHCvsL58HQCMvcGNjw+wGOQLcQ6VUztt9z2oDHr0MDakeskfyoXyFOj4PR4r7Q87DfQKMAE88D/2rKsEFeU7kGRLhaW5uNnkN64R8CACSj94BJrzEjZxNGFLOPhLXa2trzdb6PAvmjDnm2T0ABWjy3V5C5skLD75x/G8FkhkHH517qRcFS5BbxWIxBQIBLSwsKJ/Pm3N8+vRpnT17VoODg5qdnbXCOkShKdxAQjbMNKQD+7WpqUkbGxtaXV3V3/7t30qSjh8/bqWe9/b2lEgkLLeVKp89PT0GkhKJhE6cOKErV65ocXHRGh7izKfTaatu2tHRoaNHjyoSiVjn9KmpKUs6b2trs31IrjHyUNo1QDDioEoldcLi4qJGR0fV0tKi/v5+c9iJvGI/IfvofxaJRMqivTjY5MSiXFhZWbHzY2lpyWwLUR/I4JMnT9q695JebC/VQdmn2WzWfBp8JP5+11136ebNm1aYJhgMWpVSutqvra2V7Q/sBA4+bQvwmWZnZ7W4uKihoSEdOXLECvogU+XC/hApouk5TdDJKw6FQhobG7N7w08jKuSLBrS2ttq4JJNJFYtFDQ4OluW6MUfJZFJTU1M6e/asPVNnZ6edRRSAQv6XyWQkHeZd1tbW6uTJk1bRLfv/9KtDZsg+SSaTun79ugFd1iWgFxsZDofV09NjjeSLxWJZdPrFrv+rZGYPPvig3ve+99m/n3nmGb3jHe94wd+/2OU1oTiKGCl/EPL/OAXFYrFMB7q4uKjt7W1D1nfeeaf29vYUj8eVSCTMSGDI0R1yGKBfHx8f19WrV9Xa2mr11yl/TPgdQIHT2NTUpK6uLtNTwugjSSP0B5PEYbeysqLGxkadOHHCqlRUV1crkUhYkmMymTQnA319IpGwhpUcQBhSmobiXMG6ejkOYcOamhptbW1pZmZGLS0tFl0gAtbc3GwNvTA6VGDDwfc67v39fWOq+vv7LUSNQ720tGThS8pCk6RK6WZY+d7eXqsiwhoYGBhQIpGwLvT0FojFYmbkWltbdeTIERUKBQ0PDysQCJRpPvv6+jQyMqLR0VErgYxTTCSlt7dX0mGPFUpAU0SANUOEJxqNmlyRAwEgRw15gMD169dVVVXqw4MUkK68169fN0etu7vb2CMc3vHxcYsObW1t6fr16zp27JhFLjkc+vr6JMkikDCqk5OTCgQCGhwclKQyEIG8BccSNpP34ywFg0HLZ3qpF46WZ7OlQ+kXzhQGHekgciSYMO4fPfjKyorJE1jLkUjEwIIP/3sAwvfwmRz43gYBZpBeUBKevBEfKZAOu2BDzPB3H/GRZMVAiIQhFeS93Cs/3tnHMeU+cOqJrPoqVtg67tt/lp9TwIdn6r3eHGd5c3PTig2Qq+WLSTBmOMIASeYaptE7+4wTTjyOxcbGhr0H+S/jyloGoPkEa6IdNLglJwZgB8FDjmAsFjMGlTMC2YkkexYce6pk+hwo1jfP5vNXYGopOMLfuKd8Pm/khZfk+Rwg1jFz5EE/bC6yRua1EqD73BsfpWQt8Qycvczjt6Kb/1b2PmCcNRIMBm1MyEOAfU6lUnavFOwh0R1AyPwha8SJQ4rFOVBfX6/bbrvNCEj6sHR0dGhkZMRK/+fzeQ0ODqqjo8MUC+FwqVJXIpFQOp1We3u7mpqaykByPp/XyMiISdpCoZB6enrU2tpquQzpdFojIyPmeNNqoLq61EphfX3dCk5AwkiyvjTBYFAnT55UT0+PxsbGNDY2pnPnzlk1zL29PS0sLFgBmmAwqL6+Piu9DAGDXAu54c7OjpW7vnjxotbX18sACftsY2PDCvQsLCxoZGREQ0NDprwgQsCezOfzJutE/sk8QRa99rWv1bFjx3TlyhVJskIzFJ5hrWezWS0uLto6YmwgMDlDC4WCVRhDFo8vQy4TwAibPDExYVER7MTRo0fV1dVlCpxisaj5+XnNzs5KKgGHgYGBssp1ADDsQS6X01//9V/rrW99q4EDf57V1tZaM2+k8oxPdXW1EanYfGwtPic9avr7+228IWzo7RcKhUzNRDnrnZ0ddXZ2qrOz086PSCRiETRkiuzD/6tzZh566CF98Ytf1MTEhP7wD/9QDz74oIaGhvThD39YH/nIR8who2LZC/3+hS6cFZ+QhRHGWPPjtcaSTGp09epVXbx4UYVCQY2NjZqdnTW9M+URMYxoGXHaCMGl02nLFYENoWM9cjHfJCqXyxnTSti7snNtY2Ojjh07ZrIFDF0ikdDa2ppaWlqMzSDszCagmAEGmcMq+/80jMzlctYTp6enpyzXwSeckTCOc0ZYlIpszc3Nhsrz+XxZohksFgv54ODAoif++aVSM6aGhgYNDg4awwHoxNiEQiG1tbWVhcuj0aji8bjNA00cOSj6+voUCAQ0NjamI0eOWNnFSCSilpYWdXV1aWdnR5cvXzannwS9uro6ve51r7MEzmg0apG0I0eOqL6+Xl/72td0+fJlY5ebm5tN0sczs4HpI0OVj+rqUsnTqakpy0kh56Wzs9PYJP5GdJAKIeR5IQM8efKkySiZK58EDbilKdr6+rquXbumzs5Oy7mi2hNVa5AIAXhYW2iwmQvmHycSQAGpgFOAo+VZrW/3wvHAuWbfs168jAmnFNaMgwlbgOHmcCIi4puI+mdmP3gQJckcdg88cOgrbZEHfjhkOLgcOh6w4JTiwHo5GgcJzL/fwz73g/v1IIQx8EADJ5rS3QBvSRYZwJH0n4Pzy/t93gdOuo9eYXNgLyvBDIexHxvAh//7/v6+Rd+xgZA0FGnBNgC0/Pzh6AN+mEfWD44a8mGqVLJecEYhX7gvABhgn2iVJJPxkVCLfcf2+8IBMJow5nQ8pzAJkmJJ5mCyV30+GHsCgEWUmnn1kUTmk7UCOUO1L+YWYO0Lb/i1wP2xpzwZ8O1eHkw1NzebTA77EgwGyxo601iR+4YwZD8RKSUHDdvFPg+FQjZX2IfJyUnNzs5apcjW1labv2KxaBGgc+fOWV4j9rStrU0TExO6ceOG7rjjDjU0NCiRSFhJ5qmpKX3mM59RPB7XyMhImbIklUrZ/kYOyD3Q8LtQKOjuu+9WOp02AqlQKJQ1VqRB9BNPPGFRKS8Fk6SbN29qZWVFg4ODRoRw+YpokMjIwTnHUAjwunC4VMEMeX8sFlNnZ6eBKCICNTU1NmbhcKmADUoG1icEL7YINQGJ7y0tLero6LBCStgk5PJIpvL5UoEeIuf19fUm/UZuViiUkvPb2to0NTVl8jVIOshOVC4Aa2SAzc3N5guRD7y4uKivf/3rBhohYuPxuKU2QFy3tLSopqZGly9fNj9EkpG8e3t7tr+o7IYv6W0yvW2wV0gKAY20gyC3jKgOYI1Ef1JMOjo67N6QuHvyxROe3yqJ8fcWzDz44IN68MEH9eEPf/iWv3+h13+rFwc01WyYPA4ADhMf+seYhUIhHTt2TM3NzZaoRa8V0Odtt92mGzduaH19XXfddZfpctnUlMVbXV3VjRs3TOazs7Ojs2fPljEjAAs0lkQoCJvioHPQS4cJ7hizjY2NskoXVFnBCOCQkHjOIcnigvlYW1vT3t6eVldXtb+/r9bWVjU3N2t2dlZf+9rXLIEOY0NFKhpzJRIJY0nIQcIIkdxH1+Dm5maTVnmGdm5uzkLhdA+WZEwV1UkAghyKra2tJvFDo47DguPW2tpqgEUqaf07Ojqsr8/u7q4VUqirq9Pp06c1Nzdn7EgkErGyrsFgUHNzc9YwMxKJ2GGNxC0QKDXNjMfjWl9fV3d3tzkt2f+nCSgGsK6uTrFYzDb59PS0Jc+xBmBV+Hy6NHd0dJQBeORha2tr6urq0pkzZ9TV1WWHMN97+fJlOwjuuusuq3wnHTa7wwnBIFeyvh0dHabz9U62dOig4thguHxEges7JTPxwAXG3pcOJ8rlHR/GjjWAQwwZQnSKKjiJREJNTU22f3F8vUTLR2D8weGdbdhp74x7Gax02AeA8ZRU5kDwmV7WxrMz/oAZHDHGAjDD+DM/zBV/83JddN/cv5c/+YiqB3M+EuNtrs/1YKz5fOaQPcU+Rk7je734sWYsvDPPvxkbIs8kxOLU8MwerPg+Qz6KBAtN9G5hYUGrq6sm3fAX+ygcPqxW5Utp81+cRsqCcw6wpiHPkP0gX/GEC/k3PDMkAWeUB7EAfQAagM6PFSQd9+mjhIDcnZ0dra+vq6ampqx0MwAX0OajkeHwYf8avyZeykVUgLVZKJSSi0OhkMkEOSexDewfHy31NouInJdwelDd1NSkYrGo5eVlLS0t6ZlnntHe3p5GRkZ05513WsJ8d3e3dnZ2tLa2pq997WsKh8NKJBJWISsej1uTSdj5SCRiPUykElAYHBxUIpFQf3+/WlpaynKeRkZG1NbWpqamJu3u7ur555/XysqKzVUkEtHY2Ji6u7vV3NwsSda1HmleMpnUpUuXjBhtb2+3/BqAG0oGSE38JghKnNWmpib19/erv7/f1q5fh9gm5oDeZX19fTp58qTC4bCBFZLZ8U3y+bxFSFKplKlosCcAkkKhoLGxMe3u7urkyZNqbm5WU1OTVTvD9+AMY6whE7q7u4285sIPQZpFDiqSevYO64kG3T09PSZRZK8hKa2urlZ/f78aGho0MzOjVCpleScofgDo2CJkW8vLy5qbm1NXV5f29ko9+/CxyE/iXIHMQSoL4cCYEG3krGRfQFoiLd/e3jYSg4qMjz/+uO666y699rWvtUJa7EPsJfdO3tO3uu//3oKZ/7cvmKpMJmNIngpaHsxwiLLovSSltbVVR48etWQtjNju7q5GR0dtIczMzKipqcmqjy0vL5s8SSrJFzo7O1VVVWWaaHJLOKwwaK2trcrlcsY4kGgLWycd6t1hNWpraxWJROzAbWtrU319vXWBRe9dX19vrB2b1ydtg6DpjeO1rjAJ6COpeEGi5OrqqnZ2djQyMmL5GF/+8petmhfACCYLaR75KYFAKQF7bGzMEhbZKBQ3ePrpp3XkyBHFYjFzBDjQg8GgVWGhvDGSPsorkhQvHTb/o7LL8PCwlpaWtLW1ZZXtcEpgJJAarq+vWwEIXzUMxyyTySiZTJoMoVAoaHJyUo2NjSYfBFBSDQ8QStO2UChk2lbKNldXH/ad4bAgirO2tqbnn3++LJmfqiz5fF7Nzc3q7e21uSBpslgs9Z9BPpDNZnXPPfcYa8YPrLZ3anD2YJswTlRs4wJg4tBgjHFuOMhwcL4Tex/Gh/UBm0W9fn5wWnwPKGRZyGzYc7DaOKOVzjvsNc/BuFU6hkS0+JvP9fDryEuRfOK5lzhBhHBxePrQvV8vkCawpt6R5n69ZM4DM59fgfTFyxWJBsAMYy/r6+sVjUYNDHtbW5mbU7lOACaQC8hxcQZ4Vg/ImFtv37yskPlgfJDd8Mw+ku/7X3CvjKeXTuHM3wrISIfaecrB0+eE+fSyPkgof4aw7mDPiVIDFnzZf+bQjwE2BseY72LtAWwYI6KTfn/i9HmwyDrkfKKUe3Nzs72e+wIYeGUEa5F7eKlXLpezMrM4bHt7pWbJRPokWe8wvtMDYxwz5p217JvU+rwqHMZwOGwOJM7h0NCQOYiBQKl08vnz57Wzs6ObN29acQoPrslN45yFMCAPs7W1VR0dHRaBoHjB4OCgzp49awVvtra21NTUpOPHj2t+ft7mYHFx0fYFNo+GzblcTh0dHWY75+bmNDMzo4GBAUWjUXNcAVJe2sn/k78SjUaVTCbtvMFWYT9Y9+wP9gSgjsqkkL6V65D1FAqFLM95cnJSc3Nz6unpMVIKZQ1+V1VVlfUTpFQ1uUEXL14ss2FI0pLJpEmxuaeVlRU7n9m3vgItBIuvOCuVgAlKCaTVgDVI2WPHjung4MAKBPFd+/v7tpfZoz09PZqZmdG1a9eMUIcU8QoKZJPMgydTmpqa1NbWZnYV4IP0DDIFAFOZFymViItjx47pwoULZSAN/xlfEvtMNNqvgxe7XrZgJpPJ6I//+I/V09NjOmUWnXcOOJS9lIqDihyYCxcuWMJ7Y2OjJiYmlMlk7PUXL15UY2OjGdG1tTVzhplcpF4kuldXV2tlZUXJZNIWDY4Vxi0YLDV5vHHjhhYWFgy1SzInGd06dcsBCkiHCMV61o5wKgcezF5tba1aW1t14sQJYyzRQ964cUPRaFTnzp1TW1ubWltbLdKxvLys0dFRY1+bmppUKBQUjUZ19epVLSws6MiRI7rzzjsteR0jTKSiWCxa8QUiCjU1Nbp69aq2t7cVi8V0/Phxa+o0ODhYJkurr6+3KmrpdNrYsN7eXvsOxgvwSO4MuTU1NTVqb28vkxysra1pdHTU+guQK4Rsrqamxp6XsUylUpYw5x01AHFVVZWSyaT6+/utGShG+uDgQI899piOHDmi3t5eDQ8PKxaLWS8WjASh4VQqpWQyqWeeeUZHjx61Dr1IrK5du6bl5WVFo1Fj/3DGAc719fW6ceOGstmsjh07ZtWRMDA+GRonGEkWQIWypRy8HghwSJJrA5OJQxUKhXTjxg1dv379BZ3Bv8uVTqf1a7/2a7rnnnt0//332z3h9JEk6RO5+TtOvQdxREUAdMw/NoLngEyolFXhOONYkhdRKaupzCfg+znIWWOedPHgBscMOREyK6J0OAAklXpHEgABs8oz++/C+WNtUeTDgx0OTw5D9gcl1nF6AWyALO/gsB+IIODM4HACNCujPD7aw9jzHVxePsfceN02ZwKRKyQqHtj4+ULGWBmJ8lcgEDDdObmS7A/mwkf2JNm5BFsdj8cVj8dNquujhsxdTU2N5X1gi3BgYrGYASGIH+7NAzMADXPBfAKs2besZ58P5iOMzBnnGd+DXUGKs7u7q6985St67LHHtLq6+q1t8Be5tre39fGPf1z333+/9UDjngKBgEm2vXzIR0+ZV9Yh+6SmpsbykWjG7IvVMJ6sGapEIiHi+QuFgiKRiO6//35NTEwYIUGeFc4kJNns7Ky1U/CMOfse4An5J8nOCvIlmENY8lAopMHBQTvrONNI0sbJbG9vN5AuyYrYeBmed469PSGXLBgMqq2tzfYR0Ukv/Q0GS/1i8B3Yl5BjjIm34fST2draUldXl9m5559/3lpO4N/kcjkjfPkdzjj2HCC5sbFhYGNsbEyTk5MWtaqpqVFPT4+tn1AopFOnTqmjo0NDQ0Mm7ce/kEqkOEALooxqc+w57gn7A/HR0tKioaEhBYNByzM6OCg10Lxw4YKRldXV1Tp16pSuXbumGzduGMG5ubmphYUF9fb2mjIBWSG51+SGczEfXhUEuOa+yJtkr+RyOa2srGh3d1dDQ0MGYlZXVzU3N6d8Pq9UKmXRaO65rq5OTz31lB555JFvae+/bMFMfX29Xv3qV2tpaclyWzDa3jFDigTrIpVLOFjoMCwtLS06f/68MpmMamtrNTs7q4ODA7W1tdkCYKJhJX3pPyYUFoiFzusIbfJ5bABC0m1tbSYdwPkAgQMmZmdnLcE8GAxa3Xr6RKRSKbW0tFijqXy+VK2qrq5OXV1dtshp1Dg7O2sIGocaAx2NRpVOp22BAqTGxsasLDGGjIgJleFgbQCXGJ1gMGiGd3h4WMPDw+ZUBgKlqjRra2vq6ekxwxEOh613DCDEJ5px4HOY+hwf6qyT54M0gbwSDDcHPbrVbDarXC5nRoXXXb9+XclkUlKJ9YX9IRJSVVXqPwO7WigUrIQ3lcWy2azOnj0rSabp5nuy2ayxzThtQ0NDZohe+cpXamVlRVevXlUwGLTkvampKS0vL5t0EI13T0+PwuGwRcu8lhUgEgwGjQUmvwoHlB5E5AUx35LKkjKJLHrJEg7EiRMndPr0aX3605/+juz9d73rXWXJu5KMreLAJULEM/M3AAT5QCRUsu985SUcFNYd64zDmj3DQedlPMwdY8Ih7qUvlbklhOz5YRwrJVokifI3JBLhcNgcZUllDpyPisFoVubLeHkSzgVOPOOAfAQggvPN9+FMsB89kVQpZcLeML5ExHAkva3mvtiLHrR45xvnmt/5nAUvocJ5Jy9xd3fXmHs04+QNQZLc6oIVZn8ClrwUzkeUsK+QFpFIxEgIQCbjz/MgwYE9RiJChCAej5dp2JHJsp6YP+aDOeA+sct+PiRZPgyRRp9U7s9aT14w7ozFbbfdpnvvvVe/9Vu/9XfZ5re8wuGwXv/616u6ulqjo6OSZL3UGE8qlkEAMn6w8bDrPsJXU1Nj84xjyPrjWVmfvb29tpYPDg6s9QBrMxwOq7e31/q4eUcOlpsKeKlUygqPUC1wZWXFFBDFYtFaHnig60HC4uKiurq61Nraqhs3blhieKFQUFtbm9bW1hSNRq0NRCaT0czMjOrq6nThwgX19/cbeGN/w9YjOWZfk5u0u7urq1evKpPJmCKASI6PygCEGGMiXsjnWXPYRNQJ9fX1lle6urpqeTlEkIga4JOR5wygkmSyJx+JGx4e1uDgoIaGhtTZ2alUKqWZmRndvHlTq6urqqmp0fz8vIE81DWbm5tWLTYYDFoRA8YZ+SWkKecIgLoyEpLP5616XKFQMFn81atXTb3y1re+1aqQdXd3W3QGXwPSl4JFrGlPZGFrIHfJw/a2i2iMz+tknfEeCjjRg2diYkLj4+OamJjQyZMnLV8Nvw7C9O6779bp06etJ+SL7u2XbB3+L7329vasWRMLTTpsfoY0gkMKXa9n5WHOcGIwNH19fbrzzjuNTcAhzWazluTv5Ro4E/v7+9YYiZJ5dADm4KWaBvkgly9fVn19vfr6+myB4ozQTAqWC1maJM3Pz1vokHuCkdvf39fi4qImJiZMtkVvFw5MFnU0GlVHR4caGhqs6Rc5KSQYrq+va2ZmRqFQSCMjI5qentbNmzd14sQJ3XfffUokElb7nbwaHOlwOGwsRjKZVCqVMtaEZESYBRiS6upqC2WjowdsIRlZXl7W/v6+VUTyiepSKbJFeUEkhRwC6HQ5kPz9JhIJk+zhGMKsra+va35+XnNzc2WSCUBAQ0OD2trarEqZd5IPDg5s/G+77TaNjo5qdnbWZDUYTakUecjlcmpsbLQGhsgpTp48qaqqUqnr8+fPq6GhweaXA4H8ABy2QCCgWCxmjg2MLnsEeQZ6avov4JBUV1db0QeAAIc8zo3PbfDRBEllkqYXYrf/LhcHK04JUS/vmCMba2lpUX19vQFawu9E4shPoBqSd8RwBiEpWAdeuoUD4xl9Dn0PZvi8ytwO/0z8F8cXZ8n3YeE1zCvOk3QYOQK4cYACNr3N8hEgnzvlo1Z8Fg41ETlyE3x+BAywv2++AzDDd/BeDlrWlK/C4+V0HiAx5owv3+0j8QAtfucldtIhyAXQeWcqFApZlBt5J+umcs64+Bx6KjAGrAXWEWOJLeC8ARBUyhF5TgAQ70EKxbmEk02eAuPG2vQ5S4ylL0rjAU6hUEpqbmxsNNsHuGOv+egWdpcz14M3wA2f+524IK+oJEaRDqLI8/Pz5iyz3pEBefuEHSTKgTwPNt/LG72io1gsamFhwSLkgCiaTBOZTCaT6u3ttWaCNJXc3d1VW1ubFY5ZXV1VMpnUjRs3tLy8LEmWyM38E+leWVnR6uqqjh49qtbWVi0sLGh8fNxIFCqgptNpbW5uWuSE8551AKlDPxHuC1tOzx5vtyWVyU4lWV8X8oaRV3qpMU4uxY7YK97OeSmjJHV1dalYLFrEmW72xWLRJJisZekwos78VlVVlcn2eRaADxGfWCymlpYWa5T53HPPaWFhwZxyJGT5fF4DAwNGbAD2IJYAD5wlHgT7/e9lrFVVpT49kBI9PT3q7Oy0vlSzs7P63//7f+vee+/Vzs6OtfmIx+MaGxvT1taWent7rdIc4NOTX8yXzxci3QF75slLZLKcpeFw2Jook5cF+U3uEa1HULKQmoDv40vGf7PrZQtm/MHOIcrvOfQ4CAAfGF9v8KVD1sVruKn2Mjw8bEYvlUppfn5era2tmpqasohOLpezZom+f0l3d7caGxstAQ5AwkSjI11aWlJ7e7uVKQUUwJLA1tM3RColtk9MTOgVr3iFJfRTWQMDvLe3p/n5eWuIhaYaNgpAF4vF1NfXp/r6equYQ7iXBPtCoZQXUiwWFYvFNDw8bLXqBwYGNDU1peeff96MJ2xMVVWVGdenn35ak5OTOnr0qI1vV1eX1WFHMwzgIikRBhX2AOPNvCKN4v8Bd6wDjAwREvS96JWrq6uVSqUskjAyMqKamhorzc19YWxxGiUZa0MCPtXlcEaYK3oW7ezsKBKJWG7M6OioYrGYmpubjV3H4CNTlGRlvsl3opx0PB4354Y1T+lucg+o6ESiK+FlSeYsA2xIlvYyLA55pC/MLYcHbFA+f1iwoDLJGGfqO6Gbx4HlUJQOE985zJhXwDQHOuOAs4Phhj0DgGArOOx9Dt6toh4+vwjHxx/aPreDOfaRGhwnD0CwUeRYYJe87fIsO44BB5kHHABQvgdnu9KBZnyZc9Y7z0hFRt7LPCBdwtnxUSVIJf6G7fEMZmWego+uc3++QAqvwWH1eUQAKZ7dR8WIrnjJl889ulWuiU9q3tra+oa1CCjxuSgeQDAevugAds0DVmyUlyz56BNj4jXxrBMcCWyHjyRywdQylv4zfQI8AAVwCcD0ckbWHZGtyhwxLynEIeU9L+Wqr69XV1eXRTHIk1xbW9Pq6qoymYz1d2Hv49QigWKtrqysKJPJGPgikg5xURldZWyJUnsJIU47uWVra2u6efOm2tvbFQwGTU5Gk02I0oWFBc3MzFiFPGzspUuXtLq6aqVwZ2dndfXqVUUiET333HOWF+X9m8uXL+vIkSN65Stfac+PkxsOHyapZ7NZy0udn5/X7bffrsHBQZt/vw/5r5flEQ2qra21lgpc4+PjkmSEHnnMjBNrlP3BZ5L/FAgElMlkNDs7q7GxMT3wwAO2RpeXl8v6x2EDIZgCgYDZap/MD0mYz+fLSD1PaJP7+9WvflWjo6N23t68eVOdnZ1aXV21caPJO1GqSCSiWCxmoMnnZXkZOiAS4EiPHnzJgYEBnTx5UgcHB3r00Uc1Pj6umpoai3zV1NSYHdnY2NDg4KCpb3whFM4ozhJsLDJK9jBRqMnJSYsEQnJwvyiTIJJHR0fV0dGhU6dOmRqDMuIQ6x0dHWV54CsrK///nJkXu0KhkFUc8ht3fHxcbW1t1qEXw4ThxzjjbPkDzTtu6OyRr6EnRCtI3gaJY42NjUqn04ZwKemKY448rKqqyhzj2tpaAxE4QVNTU1a5CscLhMuipMTu2NiYSYs2NzfV3t6umpoaDQ4OGtNJnX3YACItNMocGRlRPp+3kDzJ/mxUwsbJZFKBQKnXSGdnp21gqpvh9EWjUdsIy8vLxno/++yzGh8fN13n9va2gTWcJvJqisVSo6VMJqOVlRWrUOYPXA6f6upqa14pyXTlJIIzp0hQkGYAXNCYhkIh69cDkGPtUG4amUcikbDmaOhLka95Vhgjm8vl1N3drVAoZHlDhH5zuVIPmYGBARWLRQOsKysram9vt6o5SApxeKjAtL6+bpXuamtrzeGAnScK5qM13uGliIZnTpFjcJizPzByOFnMA+MnyYgFjDkOjo9KvNTL54Pxg86fAwoHFVBLPpwHabD9HND0M5AOqwzh2PG9VVVVZVI2DmPvgOKk4kh64OX/30vMAIXMDTaOPYL9Yvxwin2p6UqmE6YcMoI95iNmOCy83r8HqQHvAQx4CRpRUe7ZF1nwAMc7XpUgGVvFfvPjWklUVd43awwwA2gEWPIaxsznT/pIBWuFC/tC8jcMI5UOuSj4wn+x5dwve8XLkPi7dxC5Jw+suFeeGza1Up7HumePs8Yhwvx9QCj4iBprlfHC+WIP+3XDfHrHm/tjT3H/PAOJ054E+nYv8sXI26LqFPu/s7NToVCpCA33zrjipHNvlNtmrfsqbZURUthxSusjB1tbW9P8/LwODg4syo4cKp1Oa3V1VfPz87p06ZKqqqo0MDCgmprDRtj4GFTO4szo6urSqVOn1NjYqPn5eethRLWs1dVVhcNhHTlyxFjy22+/3RooRyIR9ff3q1gsWlPvTCaj69eva2VlRSdPnrSKWuxLSvWTr+t/9vb2rOoYlcWIVHd1deno0aPK5UrNE5PJpJWKlg57amHLABPYTexYMBjU5OSkvvrVr2pnZ0e9vb3q7OzU7OysnnnmGWWzWWsm6gtS+Mgwao58Pm/+SDAY1Fe+8hXdeeedVpmztrbWitpQsbVQKOjo0aM6ceKE5Yn29/drb29PX/va12w8a2pqrPkkZbmfeOKJsigMZwt7x0eeICNJa6CYBYUUBgYGJEljY2P2mazL0dFRpdNp9ff3WwU0nz7hSTDWryftAdySLLUhFovpyJEjZfaaKA+KEIpQtLa26uzZszpy5IjW1tY0NTWlfD5v5DRzTP+tzc1NSzf4ZtfLFsxUVZV6Qezv7yubzVqFKak0aSRDcrBxKHppggczXi/MezybiCHK5/MaHR1VV1eXjh07VtYpemdnR+Pj4+rs7DSZEBXRAoGApqamtLm5aRUfcJSrq0vFAmDsuYfGxsYydiufz1sDuKNHj2pzc1Nzc3NKpVL23lgsZjXr29vbdfnyZQMruVypxCiNlHp7e23jYfhhYnBGvFEnXBkOh03Xura2Zv1uenp6lM1mLV8DuRq64EKhoN7eXutADFMIQ074E8kPIAVpGRsNtokoSCaTKdNrk6fktd3IQHgG5stLWJBzZTIZxWIx61eAE4E2tq2tTZlMRsvLyyaJW1tbU1NTk9bX19XW1mZRuJ2dHWPxMLTNzc0aGRkx+QGGeH5+3hgYpB7Hjx+3nJetra2yaAJRPpr69fb2WhQK9iaZTFqxBJ6dxPilpSUVCgVzPolY4FDh8Hi5Cpd3ADG2bW1tkmRJph4MYVy/ExcHLJEh7IGXJPlIA/uPgg5c7O9MJqOlpSVzSDy7jYxUkunjOZQAyTiisNokRmNzfJUvxpEKYNggr8EH7MCSxuNxA1G8zueisD5h7gBWROwYM77HR2x8zoP/QT5DKVXkkrDsKysrJkmpqakxpwL9dWWej48yeHCLk4nj7G2yB5s+yuejMEThWLNedsje99EIL/XABvsoGj/BYNDmiHK15MZAJgBOI5GIOjo6zO7iNOCw8Z3cG3JXPoPXewaXtekBD06Iz5vwETfWBuMByOG9RNol2dqGtON5sQ/YRvaYJy5QGrCXWGvcC0w+MmXWwwvlHP1dLxxV+pQwroVCwRohcybDUrNWIB5hlfP5vOW8wFpje71skcqfKAi+9rWvWRSnsbFR8XjcEviJXM/MzKi6ulqXLl1SfX29Tp48adIziKpcrtQ8srOzU0tLS7p+/bry+bza2tp04sQJU0HU1NToVa96lREg+/v7mpiY0PDwsPb3963KGmQXQBbgCtFKxa/u7m61tLRocnJS8/PzRuA2Njaqs7PT/ALmlzNmbm5OExMT6uzs1Llz58xX4YdCGOl0WgsLC1pZWdGNGzdUKBT0yle+0s5tPpdcDgjWRx55RDU1NZZ4j0IBfyGZTJY1DK2qqlJXV5dF2inkRDTm2rVryufzevrpp7W3V2o0efz4cSvbTBQNMNHW1maNtWdmZrS0tKR4PK7FxUU98cQTJrlmT+P/xeNx7ezsWA4xMn5kbdjBYLDUM25paUlDQ0MaGBjQ0NCQlpaWjEyrqqrSqVOnjNTMZrNWvGBubk4DAwMKBoMmtac9B2sbSSVnnC8mQRQZ+0pkCftJxE8qRdcmJyd18eJFNTc3KxKJ6Pjx40YYeIBWV1en1dVVVVWVeunNzc1Z9BMb+M2ulzWYaWtrs87MaB0HBgbMIfHhPgYfNq5St+5ZY3+AeDYNY4VGkDwPdNUkjO7t7Wl0dFS9vb2mocTA5HKlCmpsQBos1dbWant729A2zBibBnbDG9R8Pq/l5WXl83kdP35cLS0t6u7utlybcLiUnOsLDcCqAZq4Xxx12BIiI4FAwGRHAKx4PF5W5g9Z09mzZzUzM6PZ2VkVCqUkMQDJ1taWlZtMp9N2/ziKjGcgELDSw0i9KG/o5TuwbJIMPBWLRZO0of3EIdra2rKDWJLJMlZXV7W8vKyFhYWy3jKjo6OKx+OWXEreEM1TSULc2dkxqdhrXvMaRaNRbWxs2OZtbW21KBt1/6VSjfv5+XnrXzM2NiZJ5rz29/db1RxypnDKGhsbDZDSkDOTyZSx07W1tVpfX7eDj8NYOqxalU6nNTMzU1a9KxQKmZSRSAwXa8pLpLzTyDqnF4B33vk8z35/u5eX8HliwudTeBafqIbPD8BBz+VyJiPd398vS4SFZeKzaVhIlJNxYF8CIHE4cJAZQ5w65pAD2EuRsEuVTjUAA1ABUMJh9U65JGP7vaTDl/OEvPCv9Qw+No8EUeaP6Az2DkcfhxFn3IMuDxa8o+2lPN5p5mIN+bKmfv1VSh39OuX3fjwBuf6//nUQDj6KSO8M2Hui874/DIDMgyTWKevNy9eodsS4M3/k0wA+PACFfOHCVmIDidQCsAAWPhrLuvf7l8+ulJKyhxlnP2e+sAcROmTTXm7mAaSPOL6UC5tCNAwyhogo80lkPhKJWNSecWINNTU1aW5uTuPj4+rt7TUSza8Vcm1XV1e1vr6uiYkJ6/De1tamO++8U3t7e9abLZfLKZ1Oa2lpyfqihMNh3X333br//vvNjvuzmGIQlNPHJnPmUcKYM4vvoPnjwMCASYkPDkqtC86fP2/SddoEBINBnT171kowU+yGdcuag9T147m1taWFhQUtLy+ru7tb999/v5VHJl8WkMh9+n2wsrKiJ554QhsbGzpz5oxJnvf3942IXlxcNOceIheliVRqAYCyAZ9ma2vLCDxsBjm4uVxOjz/+uBKJhO666y6tra3pi1/8oiYnJzU2NlYWxQfcYvdps4DsenBwUEtLS5qcnLQKqTTVbmhoUEdHh2pra7W8vKzFxUUtLCyoo6ND3d3dthd9lNg3PI3FYmU2MxgMqqOjQ42NjZqenlZVVZWmpqbMb2pra9Ps7Kz5JHt7pX6CVKPd3NxUW1ubRdN8IQRPFgGucrmc5XthY5HPkr8Tj8d1zz33GLm1v7+v5eVl22fb29uam5tTQ0OD5UVHo1ErGvDMM8980739sgYzfkMAMGiYRDiTzQiQeTHnCiPGIerZNOmwYgsLnc8EsIRCIbW2tmpjY8PK7J0/f97KHFMNw4OUg4NSrfG+vj6TCiApg+Wk0eH+/r4dqhwc9fX12t/ft+ZW2WxW8/PzNj7xeNykKJTcJQkM3S6HNp9fLB4miNJDJx6Pm8HiecgRIvlSKoGSxcVFra+vq1gsanp62jYyYeyuri5LeEPiAljjwF5dXTXHmkMLh8xX3qG4AH+nu7B0mKAN+0JZSEo905j04OBAV65csaouNTU1xgSRJ5ROp3X9+nVJMqPNxp+amtJzzz2nRCKhu+++2w5xnIrt7W0DwZKM5aBP0NLSkp566imFw2G98pWvVE9PjwYGBswJ8QndOBNVVYfN3CKRiGlgfePNYLDUH8ZXl8G5Yz0QKj516pSNj2fGfZgbSZBnw/ke5oDXsnY9MeAN6Xfi4v5gfD0BIalMJkN/Bw9icPyxG0gLyY/gmQEzlaF7gD9rDaeeefdyINYpNghWq6mpSZLKHGi/dr3TjbPN/UsyBtXL/3BCuT+cfuxNMBi0ufG2zss4fcQNECipbO49sGEO+F5e72VtRA28XM7/ndd4sIrtALQxn7zHv5e16yV8zJOXbXFv7AUfQQRcMudelkzFJOZjc3OzDNhADBGxqJR7AugghTgHALy83q9vSQa4kTcS2WNNHxwc2NpDGuzZWcaG5+T5WTs+R8lL4iCxWO/V1dVGFHr5CiA9GAyaQ874Iz1j/7/Uq5KswI5xHjCeSL64b690YCxXVlaUSqXM7nlJpZclb21taXJyUk888YSWlpZ0/Phxa0XAWGcyGQN0k5OTWlpaUjgc1uDgoI0b+YpEblEBSKV91dnZqcnJSTU0NKiurk4NDQ3q7++XJHOqASXInTc2NlQsFi2CGAwGtbS0pGvXrimRSFh0pLW11dpGUAUSSbJvBbCxsaHd3V0tLS0ZgIPB7+joUHt7u3p7ezUyMmJJ8pwBfDbqAiIwSNLT6bRSqZSee+45HT9+3MjgVCqlyclJBQIBtbW1WVVByBfIHMYhHo+rq6vLKo6yvqj6BtlZU1OjV7ziFUqn05qbmzOJ/OTkpFVMPX/+vO644w7LpUJmh3917tw5JZNJjY2NWd85zs3V1VV1dnZaT8Hq6mp1dXUpHA5bpIV9yHpkbTY0NGhra0tLS0tWDhnJ+N7enlpbWy1ne2JiQl/96leVzWZ1991368yZM7b2C4WCFQy6efOmWltbza8DmAOa8bF80SHsX7FYNHWQt19TU1MWCYZMu3LlioEZSI+6urqy6q++QmMlefZC18sWzGSzWf3+7/++9ZkhrwKQsbm5WabzJqRYLB7mUcBqsVG8M+FZpUqGyjtCSCSi0ahOnjyp2dlZra2taXl5WZlMxowMelyaOi0tLSmTyVg5zZ2dHZNuINfY39/X2tqavZd7IJzIRTgUyZWP9rBwYQGR4hGd6e/vt8aDyG04yDFURMFaWlo0MjJim5L7iUajlntBdRYW8PDwsCW9Nzc32/u8Vp5DGoaAQ9ZLVDgMo9GoaXqZJwALzgD9ZTDQlFlsbGxUe3u7yb0kGePZ2dmp7u5u6+VTKBSsl8D8/LxmZmbsEMXARqNRGzMkXTMzM+b4RKNRKwwBGOUzAFjxeNxyXqhmQtUwJD2ASw/giDgcHBxYaBlWDakTQNE7urzu4OBAsVhMg4OD5syTH+KjGjjZOOjoxXFqiXoyF5KMjfbzePnyZY2Pj39DAvW3c62tremP//iPde7cOd1+++1mjDc2NixiRdjdlzDGoJNs6sEWANknUKKpxgHkcOKzvF3g+zlQAUFVVVXmuHoHnkNrY2OjTKrB3znI+Q6+nwgSbBvPhgOGw80agJDAUasEyDD23lFmreD0crBLMhaU3hjoqrGlHpT55+GzvNzM21lkjpURFD82vggDTrgfUw/k+Byei+f1jjzr2n8fLK1UOmMAv5JMVuTtPzaK/DeiKz5KyGuI0GD/cLQBUp4Z98/gbaGXyfKd3gH3CdsAGPYp+9dHfTw5wVh60OOfFafVgwbmj3WJlIV7D4fDunTpki5dulQWWfp2r5WVFf3n//yf1dXVpZGRETvPscsU0dnb2zMZLblnnAlIy4g05PN5Pfvss1awB8kc1dHGx8etetqpU6c0NDSkoaEhY74LhYLJTyE7SZDG8V1ZWdH09HRZtJ39TIPHpqYmNTU12TySuwr5RN6Bj5Jtb29renraShkjnfvyl7+sGzduqLW11YBRoVAoS1xnnbFWuDKZjObn560FAef/6dOnNTQ0VBaxIsKF3NL7VEiq19fXFYlE1NnZqS996UtWiAAiJ5vNKhqNmm/DHmS/cn81NYd9YPr6+swmAV7oDUgebTqdVjwe19DQkA4ODrS8vGyqCYjMa9euaWRkxObFn52hUMgafRYKBWUyGQM7RKZ3dnY0OTlpBClnTldXl+WNeKkvJA1Fgmi+XVNTo6WlJV2+fNnycFADUd6bs2t3d1c9PT1aXFy0qFA2m9X+/r7GxsaskNP+/mEjcwoZVVdXq7u7u0w+vL9f6mNIBduGhgYrSHHt2jXt7e1pcHBQqVRKs7Oz1kQevxv/BL8VULi8vKznn39ely9f/pb6y71swUw0GtU73/lOLSwsmE6yurpaf/M3f1MmRZC+sZKSZ6luxRT7Q6Ty91yV+m8PgjjE9vb21NXVpZmZGfX19VnBgMbGRmOJJFl4emtrSzdv3lRHR4eFIYeHh9XT06NisWja3tXVVStyQAgXiUwul1MqlTJGcn9/3973la98RcvLy3rb296mUCik3t5eY9E4BCSZE43Tx2cgXyNs7zXaHPQwYPSnISLCM3d0dJjzwgHE/yNpKxQKFloOhUIGVEhY82wf4BKHtq6uTgsLC8rn82pvbzcGs6rqsDxzMpm0jruzs7N64okntLe3Z5EO5HkYMZpOeYaira3NdNJzc3NKJpOam5szuQHJ0e3t7YpGo8as0QdobGzM2Kympibdd9996uvrs2ZgsCs4vqlUSh0dHeZMwLjg1HlmzrOvJAjCyOPYwRAFAgEDiL4ev1/v7C0v8/E/OK1+X/kfSTpy5IiOHz+uz3/+89/mjj+8mpub9UM/9EPGsqKR/sxnPlPGznsJEg6flxlVsvpS6WCFVfU2hL3t7QKf47/D2wx/Hz6/h8vLoSr/Vhmx8M9Q+R0efAYCAf2jf/SPLFrn853YNz7ajAPK3kcqhkMuyQ5jSVbUBJlcsVg0rTfkB/JTZIcAM9aHB9fYST8mfn68NM1r8yuj65URIekwulVZZc0TMZVrHdAIS+plGryOaBU2ljEj2oZDV3nmcN+81oMpf59E9Vg/fmyQcfG8XJAMAAk/dnyWr/gIEOZ9t1qzXh7GmkGGw/rBgebzIeEAPMViUbfddpvuvvtu/emf/qle6lVVVaV7773XEutpGProo4+WAVNAmD/nKyOC/D6fL7VWmJ6eNoDM2vX5MuFw2M6Op59+2u7J+xmVPoKXWa6srNg8+igV88g6qK2t1Ze//GV9/etfL7On/vOZY1+1ijmAOKEKZ1VVlaanp8vsxtvf/nYDH5xV/B3y7ujRoxoeHlZ7e7spUABFyAhZx4AQT4pAugAyb968qatXr2p9fV1XrlxRdXW1Ojo6dPz4cZNtt7W1GeAKh8NG1OXzectZQ53Buc76hzCEuFhfX1c0GtVtt92mgYEBbW9v68qVK7p+/bpCoZD6+vos6kLOL0ns2DQIrJaWFt1+++0aGxvTc889p2g0qpGREcuz4vn5bmw7ESfvo6ytrRlpy75nD05PTysWi1mhCZqI0xdQki5evGiVzPC3AoGANR3HVgGukbPhCywtLVn/HggwfDUUNJ7cWV9f19TUlLa3t9Xe3q477rhDe3t76u3tVUtLi1ZWVqxSH/lqdXV1SqfTGhgY0IkTJ/Qnf/In33Rvv2zBDCx+sVi0KASs1Qc+8AH19fWVGSuMsmerMAjeCfGGwzsTksoMkGcAvVSB90xPT+uXf/mXDa1T4hhEjiMglQ495EMHBwe6efOmdnZ21NXVpcHBQSskkM1mlUwmlUwmdffdd1s32q6uLpMYeLYHdgQdNIwd+Sskp2EsOKhwCMjp2dnZsdr66IvD4XBZwlpVVZUlgJ0+fVrSIetKl1qqrUWjUWt2yrjiGIDqAXRUFdnb21Nzc7PJqDD8MF/kHAHAFhcX1dLSYlXDJFnZ4HQ6bREqEienp6e1sbFhcjqYrkwmo2w2q4WFBS0tLenuu++WJCt13djYqM3NTaXTaU1OTqq6ulrHjh2zMP3b3/52kwxmMhnrR0STs729PfX09FhVPqSGgBQiS/l83pgoHx1gXr2DgxTBO5jMMwc9rCxlLn0jMg8C/Od7B/9WwB4WrVLyJB1WQ/MO2Ld7+WfggEDy8L73vU89PT1lz+Adslvdm7cJ3jZ4tprn9JHaW4EjD3R4Hc64d7wrAWHlWPpohn9u7yBXvmdhYUG/9mu/ZsBFUlk0wEdMABzYHV/xzMuwfN6hj2oT8ZUOnTEPRPzYk1fBWPAs/jnJw/DRHOamMv/FyxX9WvSkVbFYNNIEWZ53Zv0cMa57e6XS3dls1srTYxt5LQ49Z0koFCqLUlGhinv0JAAOvt9DAA1+cAY9aSAdlo8GsLCeGHfGonJcsM/cE3tZOixvjWPKmDBOHvD7eUXuh/31UUUSuv2ceLD0Ui/Gt7+/vyx6HQwG9f73v9+aQmMfiCZB/HhQQERKUhng5t5xNCm04iMPfv2wjxh35sSTAjiszFulpNQDb+aJXmf+tZXEiZfP8xme0IL8Yu3Nzc3pIx/5iEWfAOUw9+SkjIyMmNwWOZe3ucFg0PZKPp+3JuCpVMrODHKGdnd3TYFy4sQJTU1NaWlpSd3d3eYTBAIBSxineANEAdK3zc1NdXZ2qlgsGvnCvuZsY+w5P1EcIA+DvFtbW7PiOy0tLdra2tKlS5c0NDSkYDCoZDJpyoZisaibN29apbHu7m7t7Oyoo6PDmuXW19drdXXVHHnyZKanpy2Bvre3Vx0dHdboGdBTV1dnUtRXvepVOnbsWFlE9dlnn9Xm5qblWY+NjSmbzZqyBbUGEXnsA74Wa5UmrRMTE1pdXVVtba1Onz6tUChkdjISiVh0EhJcKvkc/f39Gh4e1qlTp6z3D0ooL23HFyFlwQOsF7tetmCGxDHyZZDcBAIB9fT0aGhoSNLhAYcTgyHxYMY7IRgz/3vPOPOZ/rX+0PFOXjgcVnt7u0KhUkne3d1dixYUi8Wy3A70xoSa2WS+RHBdXZ3l5MzNzenChQvq6OgwhoqDsKmpyTYDzCKbuK+vTzU1pW7Hk5OTSiQS5shgSDmkJJnR2t3d1fLysi5duqTOzk5L5MeYeOf7yJEjyuVympmZsRKEbW1tOnr0qNLptEKhUlltqpI0NDTY4Uh0hQhQPp837S4bp5Kl4srlclpZWVFXV5c5IsxLLleqGoM+lehRT0+PZmZmtL+/r0gkokgkomQyqfX1dctB2t/fV2dnp4Xsq6qq1N7ebrrUqqpSE8vp6WlduXJFkjQ0NKTu7m7t7e0pnU6bBA/Gj2gNBjuRSFjjr93dXZMkAAibmpos8RwggxMJiMeoo9PFAa2UhvBTU1Ojjo6OssPOO/GeyUbuw5jzN8/8+/wAL1Hh+6ik91Iv1rZU3nAwEAiov79fR44csQMNgHwrkOX3sc//8REnHznxBIf/N86wl2n511VGs3BOXgjM8FMJXCo/u/K9sJS3ijYAkL1EkOcCJPsGZ9g1n0OCc8g4wd5Xfp9nw/0a4Bm4bx8hqowG+XVaOc9+/BkfDyqJ0MAKkyBeWbTBR4d4LdGFnZ2dsohMMHjYy8Hntfg8Eu+U8ow4owAaZE9I2WCvPYj1RQQqn9/n8HjZs690BtjwYJzX43QAavya4XkhtSC/sCWV69w7t0gr8/m8NWvEoeM5K0H4t3P5fkv5fN4kzsViUZ2dnRoYGCjLNWP8vcSHdcezI13c2NgwEABYhTCiTLdfN6w3Dwo92PGRNnJjUDd4ApT582DG7zXvKPI31q0ntFingUDA5GZeTsbfcaB942CeY3Z21nq90eC7qqrKiD2I0kwmo4mJCUsap5IlICAUCunatWtqa2szgi4ej1veyVe+8hW1t7frtttus3VIfi+NHAGuRBQBV9go5JKeJPG+CHmPyBtzuVLT39OnTxs4QgJHH7zHH39c8/PzKhQKFlmIRCIGaO+44w719vbq6aef1u7urvXrCYdLFeN2d3d15coVxeNx27c0O62qqtLGxoauX7+uXC5nwGlra0vHjh1TPB438qhQKMncR0dH9cQTT1gF156eHluzgUAph2VxcVF7e6Vegz09PWXyVqJG5HSFQiHrK3j06FHz4/C/2CuZTEbb29vq6emx3j6tra0294BEGo0DngCAEF38m/X5YtfLFszAukkytshf/nC41XWr3/v3VIIZvse/71YAxx+QkmyhU7EjHC7VhqeTcbFYNKcdw0KUhE68HPQYpe7ubkso7+/vVyAQMN16c3OzJcVh1JC0AR7y+VJjxampKYuYcDjBjvBM8/PzkkpSuI2NDc3OzlopQBA30YyqqioNDg6qr69Pi4uL5nQ3Nzdbbs7e3p7m5uYsNHpwcGCHLhstGo2qWCyawamqqrLyxjAIGOXV1VVNT08bgKGRJHI1Dpm6urqyA4XDPJfLWY8I2Oq5uTkVCgV1dHSYcwNgWVlZUU9PjyXzE/Lu7+/X0tKSlcs+efKkGhoalEwmrTEW4LSnp8cAKpXacCgxzLFYzAo1ePmET3aHdfeOE7/3Y4uBQi7GIY/R9zpnHBWf2F+5zvnhEOazfKIh1XKkQ5mS7yn0Ui6ALhGqW8mH/OWdXg/SbgWIPUi51edVst9+bHxk9lbRq0og5N/jQYmkb7hH/x2eOKmMCPNdyKUAlzhNHqSEQiE78ACiXibiwRKAhnVFpJm55/JMP/MjyWzXrYBb5TPzbP7zeH3lOuT/fb6Kzy/xziZ7wRNWrFsiuj6ZHzbfS+d8OVIP0irXBwc4e8zvUQ59mG1f0cwXnPBjcytQzDh70Mh9emeZz8LGsP/5u48i8Ow+RxMggBOJU8hcAS7o3YHjRLS3EoS/lAupL1HuVCplZdU9WQEp5wtlsCY94AW8+egh88VnNjQ0lOV7enJDKs8t9JE25ofeS9itW9kFb8eRmjEvvnKhBzN+/bPOfCSq0j6xjjw5BahramqyHJPGxka1tbWZ1BnQNzExYaCLHnCJREIdHR3K5XIGanDKkUexpiiAJEn9/f22nuLxuK1dCgfwPBRVSCQSamtrUzBYqrDImcUexc54UEfOEk0dPeHQ2tpqpfH39/fV0dGhcDisxcVFpVIptbS0qK6uzvJ62tvbDZT09fUZGQngxa/ijCsUCnr66ad19913Kx6P21oC/GWzWUUiEZ06dUqBQMDWNaQAUrz//b//t+bm5hSJRHTs2DHL9ZFK6hDW7NjYmO3BxcXFMkVNTU2Nurq61NTUZIStL0wDIcO5kUqlNDo6an4RKQwoi4g+MUc+z4mIE//G/lbayVtdL1swg3H0OurKg5L/vhhwkVR2sGFwfbSGf/Na/lvJmvJ+FgVOCowOVTK2tra+4X5BzZFIRJOTk4pEItrY2LCFABCBRSAKkkgkNDQ0pNnZWSsgQPSGRUWEhvsg+pNKpSwBraWlRYHAYS+Ozc1NpVIp5XI5K/lHJIfID4bJh7Pb2tqMMaISDDpUtJuUM97f39fAwEDZ2Pf09BjjQHUVIhJ8LknOGOu1tbUy9pjNxzz4Du6Us/SVgAiLLi8vq1gsWmi2UChobGxMdXV1VrXNSzzIJ+rs7FRTU5Omp6c1PT1tzVu7uros/CyVmO/h4WGTbDU0NKhYLOVCwcjEYjE7gLyDUxlBZO14wOZlQoCXyjXrkz6lQ6mJlypw4DMuXjbEa5DlALJxanH2OPQAL7CLvs/Lt3t5IOWr2fnLR+98BBUnw+/1W31+JSipjBT41zKOfIcHG7eyP5XRDO6n8vu9Y+aBgL+/SrDDHHCYIVFkTUjlOVDsR1/lrVJmVhkdoMAKDraXLrEuiAgjmfJ5Lzw3r/dgsfLZ2Ne3+htj5h1x76TyPV5e56OUVHakkfDm5qaBIipHIT0iMRg2GMa9EtAwFhBSkBGVjLqPgCNBojw62nvIiluBZ/+dFLuQZGcM64wILuNQec/eCWfsYHXZ04wvGnzmnbXH3OIY0nx4b2/PbC8VvF7q1dLSooGBAaVSKXs2pE48swf43BOg1ZMfwWDQSiczZj7KncvlLHm+kkDg2f3aqgQplfPmx51x9kQe48wZ5wspcG9+HbFWeD4fffL7hnmuJGIl2R7d3NzU1taW6urq1NfXZ/JTSVaOvrm52bq5NzU1WXL9/v6+bty4oebmZqt4xueT0+gLxsRiMZ05c0br6+vWjBtwQMNReqXRoBwnm0IOrDnGhfngbNjc3NTq6mqZrLlQKCgSiVglNAAYTnh7e7udu8iwaABZLJZk2dPT09YAG8BfKBzmLeN/5XI53Xfffdb0kx5xwWBQZ86cUSgUsn54FFWBZMrlclpbW9OXvvQlzc7Oqr29XadOnbJKiqyZbDZrEWSUOxQekg7PJORnrB9kZkeOHLE84Xg8rtraWquwFgwG1dPTY1FWSB0qt3kVAvPK86GI4TwBkH6z62UNZiR9w0HI32516HlGpZKV9QCk0vmodGRuxaywqG/lVEWjUUUiEXP+VldXtb9fatBEPXQqnESjUathDgIm1wMnvaWlxWRfSLIoYYyWFBTe29urubk5M5Ctra3WDDKRSGhubs6YxubmZu3v71uIl140TzzxhNbW1lRVVapljjOMlpaSky0tLQqFQpqbm9O1a9eUzWbV29ur06dPK5crNezk58qVK5qZmdHtt9+uO++806IRlIkEuDBfHEThcNjKTEolJ3l1ddX6DVFBhEaTsFUkLvsqThg65uLmzZtKpVJqbm62SE9HR4d1ST5+/Lgd4sVi0XKOKEcai8Ws5OPXv/51NTc368iRI2VllQOBgIVspVIJ6kAgUMYCeTbbJ/WynmBZa2trzcHwcirvVFey9rDDHuh4ltfvG5wP71D7CBFdsZHtIbvjB2cqEAgY++ybdn27F6Vo2bPS4YFWuR89Q3orx58xqWQw+XulpKty73Ph2PB9t7q8bam8H+/oVNorD5D8990qkuEPdO+Ye3YXxxU23zcYhAkGzHKvXnLHeBOZpXofhxy2isMTxhX5EtEdqZxJ9QTUrZ7Lz6nPY/HA2o9xJfBnvGFoqSaHI0dEE9vgk6u9jMgXMPFRNe6HdU5OnXQoOfLrE0bU/5fn9GSXX4OMlwcSAC0vuWEesXcAMh/VYfz5TuQtrB9PzgUCgbIeFN6hRiaEQ+4r8dFWgL46L/UislFXV6fe3l4ViyW5UTabNbtOLilSp/e9732anZ1VU1OTHnzwQf30T/+03R9OKs+FOgEHz0cjmQMPZm4FMCv3IPsOe4gN/MQnPqE//MM/lCS99rWv1b/+1/9atbW1Gh0d1Tvf+U4FAgG96U1v0gc/+EED6l/96lf153/+5/r93/99++7Pfe5z+p3f+R0FAgHde++9+oVf+AXbs5WRdr++AE/ZbNaccYgznpEGuWtra0okEmppaVFLS4vJxyA+Ozo6JJVXvINQZP2itMjlcjp58qR2d3f19NNPW68Uol/ksuTzeSPfvFQJEED0hD2CXUPSD8m5s7OjVCqlra0t9fX12b3QN4qCG4DL1tZW3bx5UwcHBzp69Kg1yZydndX09LSWl5ftOSk9vLKyYkn6jY2NSiaTVlEPed7Q0JDJ0xlbCi8sLy9bifCxsTE9/PDDWl9f1+DgoF7zmteou7vbCvzw7OPj4/rSl76kqqoq3XXXXert7bVIDSkJFK+Ym5tTPl/q23PlyhU1NzdrbW1NXV1dSqfTFpFPJpNaWFhQa2ur2tralEqlLGJ348aNssbu2F7GDjAGWUujbnzFb3a9bMGMdMgqSypDi5UMnv/v2tqa3v/+9+vy5cuSSuHOn/3Zn9WxY8f0xje+Uevr6+rp6dHc3Jyam5v13ve+V694xSsklQzZf/tv/02/93u/J0l6wxveoJ/92Z+9JWPrLwwkOlYYUeRLhLFxIHp6eqxB07Fjx0wnSkIVBpWNcuzYsbJEQ5wISdZ80j8/9eZhrSgBDRtJ8yi6WW9tbWlxcdGMSqFQsJ4mwWDQwNDa2po5MjAFXV1damhoMEO2vb2turo69fT0qL6+Xru7u1pZWVFHR4fpLNm0hDZ3d3etEdPi4qKGh4ftkPBAjMOMSIivc19VVaWVlRVlMhkzYkSLksmkGhoadPz4cd24cUOLi4sWFYG5o/w2bA6/JxK1t7enY8eOaWJiQuvr65Yrk81mFQ6H1d3dbZXUWlpajOEkZygUCpUBAQwDgAbWwzu6fAb9LnzSqwcgfv1zkHlg4okB/oZDx2fiqHtnB+fMR3n893uWl8PjO5EMzHh7CZ3f+4wLz/3DP/zDunjxop566qlvYEvf9ra3aWNjQ3/7t3/7DePkP+NWERa/5/3/02X6+vXrBv6lb5S4eVtVCVb83L2QfeG5AeyedPHJxswV381rc7lcGbOHo06yL8mg/n782vI5NpFIxOaG++L1PlJSKBRsn3IA4nzjGLNGeQb2oqRvkBNBesAw+7nwkahKUoSIDO/1zjzyTA5gz8oTQQU8SIf7xucHQWAh5fB5LeyT2tpaxeNxGwe/F9k7/NwqIiPJko8hVlijjAcgD+cbeStgyUfUcB49GRAMBo04aWxsLAOQ/J1n5LX0MMNB8mDvpV6FQsFyKQBV6PvJK+Cc2tnZ0Q//8A/rN37jN3T8+HGtrq7q4YcftogL541fozwfjYS9HcNm3Er/78nRSgIVJp3oZ1VVlRYWFvToo4/qkUceUSaT0Rvf+Eb19PToHe94h9797nfrM5/5jI4cOaIf/uEf1pe//GU98MADeve7321V11iX2WxWv/ALv6DPf/7z6unp0fve9z598pOf1D/4B/+gDHhRYQ57Q8NJ8jMXFxfLJN6bm5uampoydh1Wnh5xvC6Xyykej6ulpUUbGxv2zOTySLKcMnI/x8fHlUgkNDw8rNHRUX3+85/XHXfcodtvv13FYlGpVMqioJQOZtwgUUKhkDUlB7z6iLBUOvfp5QVhEIvFFAgEjAxjLjmX2NsjIyMaHx+3tg3s/cXFRU1OTlozTGwL7wdUQe5B+LS1tRlYxtnHJ2poaNDs7Kz5VFevXtXOzo4eeOABa55dCQ4aGxt18uRJXb9+XdeuXdPGxoYWFxctL4k5Ya8A0AOBgJWTxs9qa2uzfd/R0aGrV6+anzM/P28NvxcXFzU3N2c2GV+FiwgNtpv8XiSP3+x62YKZnZ0dfelLX9KxY8d06tSpbwjJe0AjlTbYzMyMARAYkUuXLqm7u9uc9B//8R/X6173OjM4b33rW/XZz35WAwMDmp2d1SOPPKJHH31U2WxWr3/969XX16d3vetdL3jYsOGRxCA/wHmdm5tTVVWVent7bROi9ayurjZWkxKBOIdskkwmY0aH5Pp8Pq9IJGKhPvqi+DAgEq58Pm9V0mKxWNmGofdNLBbT6dOnNTMzY1ECmAmASiqVssgIsjJ60wBwIpGI6urqtLq6qq6uLnV3d+vq1au6evWqHUw7OzvWDwCHAuYD6czc3JxpnKemphQKhSyxnzLD5AVFIhErtUgJSmqp41hR5x5t6+XLl013ms/n1dfXp76+PpPr0VgKA0YOT1dXl1paWqwkJOFuJGXoajnUaNCIE+Mdcn+Ieseh8sCsZO05cP3/+2hk5drkO70TXBm55DU4SByQGFjmCSPtDwnef/PmTU1NTdkafynX1taW/sf/+B86deqUzp07VwbeGcvKfRiNRvWFL3xBr3nNa2xsZmdn7QCuHNNbsa63Ai/FYlFTU1Pq7++39zc1Nemv//qv7eC8lTPnHc9bzY2fQ/96D0A92AwEAmVAQlIZGPbFInzC8ebmpsmBqqqqtLa2pmQyablpAFAfnWDv+d5dPCfgRjoEETga2CacTcYUO4d9wj6i64bV9n0nAGg+z4fP87afPcoYMG7cPwnXnpnP5XJmw3y0yss3kVHx2Z4g8CQb+5bP9s5wMHjr3C9AF44cn+nXgo9A8XuiFqxhxph595EbH6HxawfbzlzglBDN8nk1PvKHE1lVVWVsNfe0srKiK1eufEf6zGxsbOgzn/mMLly4oLNnzyqbzSqRSGh2dtaAGWMAYXnu3DmLsv+jf/SPynJ8PBnDOOH4+miAt4ne3vp58GCa3z/22GOKxWI6f/68zUGhUNDa2pre8573SCo53T/4gz+oxx57TP39/Tp9+rT6+vqUy+X0Qz/0Q/rTP/1TPfDAA/qjP/ojPf/883r3u99tnzM5OalTp04pHo+rWCzqla98pR599NGyypd+P3BfVKuiTDD7CGm5JMu9jcViamlp0bFjx8yPkGROa01NjeVvsGYp140ck32dSCRsnJaWlqw3H6oRzkj8I9YVBATfjS+AfeJs53ynoMDOzo6tB6TOfg5x9BmnYrFYRuymUimTftNG4fr169rd3bV+LZLMF0Euyn8hG4gcsr8GBwctihQKhbS6uqqJiQkdHJT6vz344IMaGRkxHw57zBzNz8+rpaVFDz74oBYWFjQ9PW2kKLJ4lC60hCgWi0bCQrZQxAASKRgM6tSpU8pkMtrd3VUikdB3f/d3W9XW9fV1U/qQc+Qj1F62FwqF9Dd/8zf68pe/bHnYL3a9bMFMNBrV93//95exsWySykNfKm28D3zgA3rXu96ld73rXfaaEydOKJfLWfMrzyL29fXpzJkzunr1qoaHh7W5uamf+ImfkFQyQO9617v08MMP64d+6Ie+gQmvDOmio0aTiyEdHBxUKBQy7T+hvq2tLW1sbBhAofHm2tqasVMYJELmJJfR8AtpADrmQCBg8iyAx87Ojubn55XP563RUy6XsxDjzMyMdnZ2dPbsWQ0MDFg1mcr+BDiGp0+ftmfyenochIODA9PbF4tFtba2GotGT5pgMGjVP9DOUt0NR4g+AxsbG0okEsaG+upL6XRaq6urVgqaamKMc01NjbE8zc3NKhaLamlpUXd3t0ZHR7W4uKhoNKq2trayDs4wefuOkOkAAFBDSURBVBzwFG0ggZhNzRwjH+zq6rK59jI379jymbeSK1ZKkXw0kqsy8uCft9J59s6Td9hZuxgkn0jrDRef7avt+L/DAhcKBd1zzz2677779JnPfObb3fJ2NTc3W68kHGwPGBgn79y+9rWv1V/8xV/o1a9+tY3zpz71Kb3jHe/QJz/5yVuCCR+peiFmKRAI6Jd+6Zf04z/+4zp16pTZgbNnz94yCsa4Vs5FJdDhHvwzvFCEyK9FbAzzQZXHUChk/VMA35K+wWEGoFB4Y3t720AZDgVOLcyuj6TwvH49AJ4qWW3WHXuWSK+P7EmHUjQ+B6YWJ4dIHOMEwPPgmnWJ8+3z8bhvD8LQw3uwKJUXZuDfAHsAAKwsz4CDwZj75HtPiHj2FEkS7CnRdS9lxOG7VaK7l34xJ5V5Sz4KVRl9AkTyem9rAD+U8vXsL1F7vp8iNbfffrs+97nPvfjG/hauRCKh9773vaqtrbUCCtwrtiCfz6u+vl733nuvisWi3v/+9+vNb36zkZSsqc9//vP66Ec/Kkk6c+aM/v2///cqFAp685vfrN/6rd/SBz/4Qf3hH/6hJicn9b73vU9Sye/4y7/8S0WjUf3VX/2VfvEXf1GS9LM/+7N6/etfX7ZH8SdwQv1apqkm9jEUKhW/uXbtmrWVKBQKlovp7TRXoVDQmTNntLGxoccff1wDAwP65Cc/qZ/7uZ8z+TpnDRIq1grlrPP5vMme19bWrBxvR0eHEomEUqmUamtrdfz4cZOAA5LZJwBeSrgDYEgWx+Yhw6qpqbHc1f39fT3wwANKpVJqaGhQX1+fNa0mN49ckVQqZVVNvayUBpn0cqPwAH4H57bP7QLQsm6wCwCwxsZGHT161HJrJRkhS4L8vffeaznFkoycbm5ullQqmMDeaG5uVl9fn+Xmtbe3Kx6PK5lM6tlnn5Ukm+cTJ07onnvuUVVVlTX69MU32HdExU6ePKlQKKSRkREjkOj5cvPmTeVyOWuMzbieOXNGbW1tZSCE946MjGhvb88q0KJ0Ya1ubm5qY2NDsVjM7B5nEK1H+Pfdd9+tCxcu6CMf+cg33dsvWzDDYgRRSypD1xy4HIhVVVV65JFH9OEPf1hSuTPow/AY//X1df3lX/6lstms3vCGNygQCOjs2bP2Xi7kFd4RlMplGV6vynchk6G8HRIHDiJCe7ADGxsblk+Do0uuCI0vceB3dnbU1tZmxQKWlpY0NzdnFbJgLJBuBQIB63mCkQJQhUIhnTx50iqELS4uli3+nZ0dpdNppVIp7e/v69KlS9YPhqhHW1ubOUJUS0smk5a3A8Jvb29XW1ubmpubFQwGtbCwoLm5OQMT9fX11gQMfW97e7uamposqZ+OtOSSZDIZK4FcLBbLarHTRIqkdLTu1KT3VY1I5sW4cUjgmNJRen19XdXV1cpkMuru7tbw8LBmZ2eVTqfV0dGhxsZGi7ThnODQ8G8fqfEghDn2f8eZ4Xfck2ebuTy4Z8168MQBzB7g3mDFORhwADkUcCK91I2DjvXKfd1KovF3vWD5fOTIJ8HeCjTce++9+sIXvmBVZCTpr//6r/Unf/In+uQnP2mf9RM/8RNWXvvXfu3X9N3f/d0KBoMaHh7WT/3UT+l//s//qfX1dX3605/WwMCAfvqnf1qf+9znbN1/4QtfUCAQUGdnp9LptAKBgL785S/rp3/6p239ffrTn1Y0GtVnP/tZ/cf/+B8lldjj3/zN39Sdd96pX//1X9eHPvQh/Zf/8l908eJF/cIv/IIk6ed//uf1pje9yeYOx9YDnEAgYFIfD5qxPTjJ2E/fswmQwNqhkACSAhzufD5v/Sg4+Pk81h42zTt1PifFEz9eAsc65zu9Bp/7w454218ZZWT9VcozYY2JyrDnKmV9PhrDexkjvtuvO6KvJEYTGcFWejnXrb7Py9DC4bD1vMGe+IvX80Muoc8x9ICL+fT34CMNfv1UknDMl4/K7O7uKpPJ2A+9RJCmoCagshpAqxKEfzsXQAtn1pMZOPA8ey6X0xe+8AV98IMf1M/93M/p537u5/Qrv/Irev3rX6+LFy/qox/9qP7bf/tvampq0q/8yq/oIx/5iP7Vv/pXmpmZ0e/8zu/ov//3/6719XX96I/+qB566CEr5tLU1KTnn39ev/iLv6j/83/+jyKRiN7+9rfrDW94gwFExtjnPrGGmAPGeH19XR//+Mf153/+5/rCF75guSOS1N3drbW1tW8AMt7e/vzP/7ze/e53S5J+8Ad/UOfOnSsDzqg6fE7To48+qvPnz1tfHhQD5FzQIT6bzWpgYMAiMv7MARgy7qx39jFRXH5fLBYt34Xcip2dHVVXV2t4eNjsRSwWs++ATGM9zc/PW+RkdnZWUin6t7GxYSAKEg3Qz9qA3OW76+rqDKDR7BHVyvLystbX1zU8PGw2MhAIqKOjQ29+85v1/PPPq7GxUSsrK1bla2RkxJpxQ/aw/uvr662qLPmm+Ie1tbVaWFjQ/v6+EomEIpGINU/f2tpSKpVSoVAw2S+V3drb2208iaYyH+l0WouLi7p8+bI6OzvV39+vlpYWZTIZqyrn7SL7HiC4u7trUryWlhazw0Tz0+m0JiYmLBrEs2DbkZ36iO83u162YIYFyoBJh6H0yhKdkmzhezmIN/pMyEc/+lH96Z/+qTY2NtTc3KxPfOITt5T3ZLNZffzjH9fHP/7xskOpEsx4yQGTzUKHESgWixaSxOHr6+uzA43w7MLCgnK5nDWDhAWjkyvJcIQ0Z2Zm1NHRYSwJyf50jt3f3zf24OjRo5Jkmw5D1traqqamJgv/EjZFFgLbS2327e1tPfroo+rr67OQLpXJVldXzWgmEgnLXUGXf3BwoPX19TIHgsR4ng1NP+AGBnR1ddUq+pBnEwqVSjsuLy+bUUd2ViyWdMErKytm2KiAcnBwYFEevqOtrU3RaFT5fF5LS0taWFgwjfHq6qqy2aymp6fNuUNyJkldXV1W4pAcBQwX94/RJl+GdcLfWd9SeX5YpRTNRyUq5S78l3Va6VB6R4D16ku0eu04n+UZatY+jLh34iR9A7j6di++k3VFIndlNKtyn7/mNa/RX//1X+vtb3+7HnvsMd13331lrw8EAvqhH/ohfdd3fZeuXLmid77znRobG1MwWKqYNzQ0pK985Sv6J//kn+hzn/ucfvInf1K/8Ru/oampKf3cz/2cRWP8ATE9Pa1/+k//qZ555hk1NTVpcnJS0WjUnKlPfepTampq0i//8i/rF37hFzQ9Pa2PfvSj+vSnP63p6Wl98IMf1Be/+EVFIhH9g3/wD/SGN7zB7tWDYB9JamhoMKBOdAa2mqIRvIeEXw8UGEdYQOabaMbq6qoymYwRIbu7u7ZWcJzRjft14hPAfdQPEoX3bm9v2zMyln69c3/cF44LjqMv/OFlQjjlyL2QzHpCwRMFnk0HQEBkEIUFLCK59EDFrwP/HX5tVj4LxAGV1hjjyogQ7/HRJsaBZ/SRXx+5RMXAGvDECffr76kSxFElj7VCQQ4a93GWkQsFgPtWHJpvdhHZ51mqqqqsnDa21RMtHR0d+r3f+z3l83l96Utf0nve8x49+uij+l//63/p+7//+y25+93vfrde9apX6d/8m38jSfrQhz6khoYGfeITn9Cb3vQms/39/f0qFAoWYf7n//yfKxAoSdgfffRRnTlzRr/zO79j4zs/P69gMKj+/n6bk5/6qZ+yea+trdWP/uiP6vd+7/c0ODgoqZRzh+3HD2GuuJizubk5vfe979Xf/M3fqLa2Vh/60If0sY99TD/5kz9pcwjBQQEIcuOKxaKtMXJkWZNbW1u6fv26dnZ2dM8991j0gVwo1BKsF9Yn5wRrFZviSTpPuOG/1dTUKJlMKpfLaXh4uIwgKBQKtqaqq6s1Njam6elpJZNJKzxABBY75Pc9+91HcL3PFg6HDYAzb/RPoU8gZ00+n1dnZ6cRqxDNgImdnR2rLJvL5dTZ2WmFkzjfb9y4oVgsptbWVrPZSDAHBwc1Pj6u8fFxnT592p6rra1NiUTClB1EJbe2tkzRQgEBImStra1KJBJKJBIWpULuBclIWW7OBcBlOBzW+vq6VlZW1NDQYGuTkvzRaFRPPPGEFhYWDBwBCOklF41Gv6Gx8otdL1swIx1WzvA5Bf7Q8mwfzYamp6cN0HD5jfXe975Xr3vd6xQMBjU/P693vetd+vEf/3FjRLl+9Ed/VB/72Mesz4s31JX/X8mcSuVaTe6daAF5FBjmVCplBz4hzKWlJQM56XTaNj9Vx4LBUsLh6Oio2traVFdXp0KhoIWFBY2PjysWi6mjo0PRaFRzc3OWQEi5vmvXrtki3draskhSdXW11tbWFA6X90IBXMViMTMk5Kasr69ra2vLQsbd3d1lMgicXMK0MCg4KFRAIdEvnU6b5tPnH1H62fejoeAAxoyCCKFQyEpTj4yMKBQK2T0Sou7p6VFTU5M6OjqsbDL9Aqqrq5XNZq30KAAnGAxqaGhIJ06ckCRNTU2pqqrKomfe+ZfKq4ZxjxhdnBrf1OxW0jIODu+oYKT9WvSOhZePvJCzhEPIIcpridJks1mTP/pmcJUhfO4FcPtSr3w+b5ppwMzm5mYZePGMMjbhB37gB/Te975Xb3/72/WpT31KP/qjP/oNbPErX/lKi8ISqgeUfvd3f7dCoZAuXLigycnJsvfhJFTu9c9+9rN6y1veYo4CzXw/+9nP6s1vfrOi0agKhYJ+4id+Qvfcc4+kUkSosbFR//N//k9J0o/8yI9IkmZmZvS3f/u3+q7v+i77fBxkz6Tv7+/bnkVeAksejUbLnF9/uJMnR6lbZJishY2NDWWzWZN0eNBDThj7gYgIYyOVVxPz0TyAg5dEFYvFMiCMbME7/7zWO9++TLg/F1gL0mEeDeuRzwRccZ++cArvxXmnLw3rnWfiu3xVH19aHSkWewMAQgSfaBCHP/vIA6La2lprhugBDNERHx3w8lBP+hFR8pWcGAMfSQOsEZmrHB8cYX6wyyR98/2VsuRv9wL8Qk5h4yFp/LnibWwgEND3fu/36vTp07p48WIZ4YMN9vupt7e3TG3hS0sXi6Xy/W94wxv07/7dv7O9z1r+wAc+YGDh8ccfV0tLi86dO2fr3Es1/82/+Td6//vfrzNnzpjd+cpXvmK2eGZmRr29vXYmVNqrxx9/XKdPn7ZKpN/7vd+r3/7t39aP/diPldk/zgK/5ubn502+TbS6vr5e6+vrWlpaUjabVX9/v7q6ulRTU2P2kHOW/cma98QZ30P+COND0RAiwDwnUeC9vT0rveyVC5wp8XhciUTC8mIAXnwOUVwIS5+nxtrlM/15xJ5iX6RSKS0sLFjFNs6ZaDRq1VTJN6SUMWM8Nzeng4MDvfrVr1YikdCzzz5rRC3lqHt6etTf369MJmPlosfGxpROpzU2Nma+iiSdP3++rPgG5x424PTp0xoYGDDCFEBHdJ1qjahVEomE+TLMEXna2HXku+Qfp9Npm9tsNqvGxkYdO3ZMUolw7u/vVzKZ1MbGhkW9ORe8j/Ni18sWzHjZCocWhxuLlcWNMbv//vv153/+5/rZn/3ZMofDs9S8NxAIaGBgQD/2Yz+mj3/843rTm95ki+lf/It/oQ984AM6c+ZM2T3hNN3KgeT3/t44cAg5cgh6mRAyqUKhoJGRkbKkS5pnSjKpVG1trcbGxlQoFHT9+nUFAgHF43GdOHHCclk2Nzd17tw5CzGHw2E9+uijGhsbM0dmfn5eR44cUXt7uxKJhOWAhEIhZTIZPf300+rs7LT8laGhISvROj4+rlQqpZMnTyoYDFqDLUr6cb+ADF/4YGtry6rIwCwHAgHLbeG1+XwpwR+NLCFpvz6IrPjNOTc3ZyBxYmLCjB89Y1hD1dXVamlpUSwWM+MqyQAG/83lclpeXtaVK1esNn13d7cikYgymYwGBgbKEk19LXgAHJf/Dkl26PlwuQfofp1Vss4+d8IfMhhz7/TxHkLilVEdDnmYPRgofxhVRic9i+gdse8EmMHBIhSOg1NJYnjpUaFQUGdnp4rFUmLw1atXderUKasMxDP8/u//vi5duvQNkg5Jxk5yVZIYlYSFB1f8/la/8xEyScb+xmIxvf71r9f73//+ss9HMuIdeenQ1pDv4p13Epr5HM+q42wQffBFAXBA6urqLApLRIILRg+ZR0NDg0VvvcwGG8hB7XMcuNfK8fHv9f9lDeOQMM/8zsthmH/+zXj7teEBO9+BrfLJ/9wjaw374feSl4vxfJubm2WNZImWcR+h0GE/KZ//6cEL7DFyV/Ynz1MoFMpsk1+XjDt7lnv0INE7nZxPkCuAG9YQ98UaBrRFo9Gypoa8l6jdS70AFkTVtra2tLCwIEllZ1ShUNDDDz+sS5cu6Z3vfKfq6+v12GOPaWZmRvfee696enr0nve8R29961tVV1enX/u1X/uGnJpAoFQa+cEHH9S//bf/VrW1tZZ4/cY3vlHvfOc79ZM/+ZOKRCImuWHPeJvoSSIf5f6Zn/kZ/dN/+k917Ngxm8P7779f7373u3X16lWdPXtWv/d7v6d/8S/+ha2byujmuXPn9Ku/+qva3t42CesrX/lKs33kXHk5Hp+TyWR0/vx5tba2KhwOa2FhwWRLu7u7amlp0dGjR+216XTaJG9+D/n9gpKA+Wbd+XLEsPfr6+vKZDJGtkCYJJNJJRIJWzt8rq9clslkyghfziVvdzxJiH1DngjxwXzgu+BPhEKlpPy9vT2trKxoeXnZogypVMrkZIAf9kQqlVImk9Fdd92lnp4ee15I6+rqat1///1qb2/XwcGBTp8+revXr2ttbU0nTpywSmo3b960SNXs7Kzi8biam5vV3d1txY4aGxsthxn/z5N48/PzevjhhxWPxyWVbE57e7sVZQLwMSbZbNaqtXV0dCgUKm/qzThTqpt0BYpIxONxI0fwI1hrlaqJW10vazBTKBRskCuBAAaNgzEYDOpXfuVX9KY3vUm9vb16xzveoUKhoJmZGW1ubur8+fOSyvtJbGxs6BOf+IQeeOAB+95/+S//pX78x39cp0+fLrsfLxsAQPFvJpINh6MYDAbtwPBNLjESvmpMNpvV0tKSGhoaFI1G1dvba5UtQOGE95qbmzUzM6N8vlTC7/z58zp79qx2dnY0PDysZDKp1tZWtbe3m7yqublZ8/Pz2t7e1hNPPGGGAqe1q6vL7o3v29vb03PPPafnn39ep06d0smTJ43JPTg4UEdHR5lOP5PJmJGjjGBzc7MxwESluru7lc/nrQhAfX29lV0kibChoUGZTMZATVNTkzkHHPzFYtES5WA9s9msHeYY+tXVVduEyOi2t7eNheGe5+fntbS0ZCCjtbVV29vbGh8f19WrVyXJwFM6nVZtba0GBwcNsK2vr1tXZZhL6VDv6kHuxsaG9bdBV8u6rAQEPhrB+vISJKk8pwunhdewHil9WRnp4X2+/G8+n1c8HjctNWuDvVcZnfQO/nfqYh4re3jgwPrvw8C/5S1v0Xvf+1694x3vsHvjv1/4whf0yCOP6JOf/KQ2Nzf1uc99rsyxrrx3DsJoNKrZ2VkNDAwYucDr3/SmN+l7vud79MEPflDNzc2amppSNBrVW97yFv3Ij/yI/vE//seKRCL65V/+ZX3/93+//uzP/sy+8w1veIPe+c536l/+y3+pxsZGTU1NWZ1/T44AkjzLWRmhw05id2BIvdbcM9rkt1TmSlC22V8AZxxoADtkBWPM55AQTQSHe4f557l8n4pbgRwPwhhvzzzn8/ky1rbyszz4Zf/4yCd2HEYdoELEAjABOPPRDc+kQ8LgRJHvVfnMPjLD51dVVSkSiVgeInPpZVyMhb+X9fV1W6OesfbRUg+c2D/YDqq5AWAKhYIBMnKtfF4ckVkczkpw5/fkS7lYv5wHoVDIKmlV2p5z587p4YcftvO7p6dHf/Znf6bm5madPXvWCgMUi0Xde++9+tCHPmTfw5nd3d2tX//1X9cb3/hGFYtF9fb26j/8h/+gwcFBfeADH9Db3vY2BQKl4jP/6T/9pzJb7KVOPpoeCoX0la98RV/60pf09a9/3fbIK17xCn3sYx/Tb//2b+tf/at/pUAgoO/7vu/T933f96lYLBUy+NrXvqaZmRm9+c1v1o/92I/pDW94g/k1knTffffp/e9/f9l9YJeJpBSLpdLTSOcgKDc2NrS0tKTm5malUikDICsrK0ZKAjyw+TR6Ze59NBDgy7nqI6uoLbAnoVDI5OQQVevr6zo4OLDSypyjLS0tampq0sbGRpkEPhAImJSWtc8ZSySGz8YuYitYq4Ag7zPMzMxof39f0WjUVBI49ki0amtrtbGxodnZWe3u7qqrq0uzs7Pa399XV1eXFR+KxWJKJBJqaGjQ9va2xsbGlMlkVFtba1VST58+bX4axQHS6bS6u7vV29urg4NSr0L8EPJ+KASF/X7qqaf05JNP6gd+4AfM3/BkBvsonU6b5H51dVU3btywsSJ6Q+sMInkUlIpGo0Zoe7KPcQKMfitR2Zc9mPHMpmfmpcPKIQCMvr4+Pfzww3rf+95nvWJI/pNKi/9jH/uYPvGJTyibzWp9fV3/8B/+Q73nPe9RsVjU5z73OX3+85/XI488Yt9x//33WwMrjIc/dPncyvvEAGDoAC7SYRdvIjf8d3R0VMViUV1dXZaHATMNiqaKWTQa1ZkzZzQ4OKhEImEys83NTXV3d9thEA6XeqUcP37c2Ije3l5ls1kNDQ3p+PHj1smeKj0NDQ1qbGzUc889Z2CntrbWyklubW2pra1NgUDAKvLQABRnfXd3V1evXjXDFAwGLSLT2NhopQRxdug5Q2EDHAcqlXi2l+/x5UJJ/F1eXrYKTRhZigoEAgGTSNDMUpKVN1xcXDRwJEnxeFxLS0t6/PHHrVkpzcRWVlbU3d1t903UhyTKTCajtrY2yytAYigdVjRraWkxXSvrxgNlDFfl5RnQykgOz+QjL14mIx12VMcBwVmqlCXBJHMQcKB4Nt0Dge8UkPEAxCeIs/c8M1oZJXnrW9+qv/3bv9Xb3/72MqYyGAzqgQceMIZ2YGBA/f399hyMi38uvuO7v/u79VM/9VPq7+/Xpz71KZNsFIulaoW//du/bVXU+vv79Ru/8Rs6f/68PvjBD+rBBx+UJPvuP/uzP7PP7+3ttQqMxWKpeMBv/uZvGtConJdbAS9e4/OffKQCQIDNATx7xx5QAMNYeRWLRctbABjBkjNu3Bu5OT6S6sEEzLtP5vYRkcqIjVTeR8bngyAHQ1LngY9/Nh/Nw8HnXgBfJEdTshUHn7FhLLHVsO8ABElmm1iXOAvkHHk5GvawpqZGjY2N5jR5IsIXwfCOIt/nzxDmH9aaOQ8EAiZF8UVpeH4vh/bOKYm/2DW+ExadZ5H0DQz2S7mYd6SU+XypGlcymSxby8Viqenlz//8z+vf/bt/Z6/HIa6qqtLrXvc6fdd3fZdJpnjmmZmZMvv3ute9Tq9+9astN4rvf81rXqPXvOY1ZRJTf4+VERHsY1VVlb7/+79f999/vw4ODtTV1VWWT/vAAw/oS1/6ko01c/srv/IrCgQClk/D3L361a/W/fffbw2MaerIucre8dLB5uZm1dfXK51OK51OK5lMWrGglpYWpdNp3XbbbQoGg1pfX7dcsZ6eHiP+Kklj6bAqH6DGA2f2qCSTHyWTSc3Pz2t8fFytra0m6d3f37ccDNYVpCjl49lPnP8ANg9g+G7uE7smHUZHK/0sChcdHBxodnZWnZ2dVrmL8ZNk6QAQM4VCQV1dXXZWQ0iePXvW/h4Ohw2E4JOEQiG1tbWptrZW6+vr5stJ0tDQkCYmJkzC1dnZqdraWq2trempp55SLBbTkSNHzJfz1Wurqqr02te+VmfPnjXbhT1aW1tTMBi0qrYUfujt7dWRI0cUi8V048YNK9UdCAR09OhR8wOZ40CgVBSBSJUHTdhypJ/f7HrZgpmNjQ39+Z//uW6//XadP3/eDIF39DBO/OAo/87v/E5ZBTMc5s9//vOSyh0B7zi96U1vKsuduRVo8f/vv9+DGf6fwxfpGMYTQ8AiamlpMWnP008/raWlJS0uLuqOO+4wowIzsLGxofr6etsc3gHGeYct29vbs6R8olvhcFjnz5/XxsaGHdLkvnBwb29vq7Gx0XJmurq6TMd6cHCg/v5+bWxsaHl52SIae3t7OnXqlPL5vLE54XBYs7OzVuqvt7dXnZ2d5gjBDlAEAeBDL5xQKGRhYJysqqoq03kiKUNGdvHiRQWDQZPxHBwcGIOwv7+vZDJpjeyQ4VD6kwIGGxsb1liVqI5fByQsAvyILmHUcShhvTC+sBd+vRLiZS36v3uW2V84WN6prXTYuLxUwK9L3u+dMS8V84e3Z1+JwkmHVZt4zRNPPKGnnnpKmUzmJe/9zc1N/dVf/ZWGhobU399vkT0fYvfP90d/9Efm5AaDQf3xH/+xOS8DAwP66le/qlAopNbWVj3++OO3jICl02nbn+95z3vsu4LBoP7xP/7H+of/8B+WyduSyaTZgTe/+c3GAHvb8Ja3vMV+z3sXFhbKpBuvf/3r9drXvrbM8faJrIwvY80a8DaM+QNI41hi//b29iyvDaDE+vRzjYO0vb39DdEZoocw9nyXX2vsTZxg7s07PMwfzif34CMJOCdEYHGy/drGIaH8KxIU73z5MfWMJhEU1hqsNdEsNP88H9Iu1hTj54E0pATMNvdL4jr2y0uSea0Hhzh1t1ImcD9UsvPkGIVFcHiI9LLfcea8A4jTBaABYBElkmROpK8WxTpgz924cUOXL1+2xP2XcmUyGf3Wb/2Wzpw5o4GBAR0cHFjugM+x8nuXdSaprMCKzynDNvh1xjrwINvL2n0EBge6ck9CYnAxt/QYW11d1ebmpmKxmK0/qbz4Cuuicq0yZ5zbJJlD7EEuBAIBWxO8nkbL8/PzWl1dNTUC889epUACFUEZl2KxWOYzQFyyZ7lnP9Ye1FCEaGhoSNXV1Xr++eeVSqWsueSxY8dUXV2t1dXVsgJHe3t7ymQyyuVy1qrBRye9XWTumY/KyJ23p95m0uh4fn5eJ06c0OnTpy3yis+Sy+VMmYEtxJ/o7u62725sbLT8SuYUwIENYl9vbm5qeXlZ0WjUnpN+gRMTE8pmszp16pS6u7vte9fX162sdSQSUSwWs9zflpYWDQ0NWWGAYrHUYHZ8fFz5fN5k142NjYpEImVRpmKxaHliFDvg+SORiClNCoWCrRNyCInSStIzzzyjp59+2iLFL3a9bMFMfX29fuAHfqCszC2GwF+eJfHRE37vD1N/+PDfSoDiL79pPGPtP8vLefxneMYUI+GNoNfuNjQ0qLm52djBZDKpqakpq8KVyWQMQIRCIUvKHxsbM4bfM7KwcM3Nzcpms1adaGJiQo2NjbrvvvsUiUQ0Ozur9fV1jY6O6vr16+rt7TU0n81mLVkfhoHQbHt7u5V+XltbM8PKa7a3ty0x0OeFJJNJzc3N6cqVK+rr61NbW5tGRkbMGEqHkhY/ll7+hEQLoFZVVWW6Tmqnk0CH8/Hss89qcHDQokc1NTVqbW21ymQkJ87MzCidTlsIPJvN6vr161pfX1cgEFBXV5fq6uq0tbWleDyura0tOwBxTDh0YStw8jyDh1SM+fcRmFtFPrwTi6PrjbOX09zqwuBX7gHeA3BkD1VKeyqZbL+W+f477rhD99xzj373d3/3lvfwd7mampr0xje+0QATPSf8c1bu28qo0q2IB///L/R3/9l+PF9sXvz/fys2hPdUfrZfB8wXz8yhznxURuP4N/IQbA92BjDqHTRAA9GfqqoqiwYjE2H9tra2WsNaf7/SYX4FEg6YetYSDs/Ozo7dJ1EL7xDBnPI+73DyGphVyhrzGVVVVdao1o9lZfQQGQpjSdIukhd+AFzSodPG3GMH/X17WRr7m/d5ptvvL0rF+zljnv3cABxZS56thrRibgGd9N3I5XKqra0ta35L4QMcGB+h9VWxWCuMOc/sI55SKYH53Llz+ou/+IsX2NHf+tXS0qIf+7EfUzKZtIaDvpCDj8pWEpu+lYOPQmK3yL2EpGDcPbnhwbVUHtX2e87vXd7ngTTzLB0CLM4qD5A8SPKgEgDGawEfPsdpc3NToVDI/AYICoiCU6dOaX19XZFIxFoHoMJYWlrSzs6OlpeX1dPTY44sJdO9DJVn29nZ0dbWlkU8kD2xp3wElfOlvr7eqpeRd0QEwYNH8vKI2MTjcWsnwb35PDIuAJ/3fzwYxDeB6EXuxvd2dnaaD8D9h8Nhi6hyliPH3N/f1+LiolpaWnTz5k01NDSoo6NDhUKp0mt7e7u2t7eVTqfLcnuSyaQ1Kae5eDweVy6X07lz58xfoDJrQ0ODXvWqVxmIJLoaj8ctZ84D/O3tbc3NzenmzZu6evWqhoaGzF5Ho1E1NzerqanJSNxisWipBZKs0huglmdHis/axcayJ++8807dcccdpoR6setlC2aKxcMkVo+0vfHyl2dYKv/tAQ2fXWkIvbNzq8/1/+9/OIRuxaJ7QMPBxvfh4LLJSPA6duyYWltbNTk5qZmZGTU1NWlhYUFra2s6efKkYrGYhSGpSe6Zh1QqpeXlZStjTMi6tbVVPT09am1t1bFjx9TR0aFIJKJPfepTeuSRR9TV1aVz586pr6/PojaEMnd2dtTe3q6BgQFz4gOBgE6cOKGqqipdvXpV8/PzxgbF43FFo1EVi6Wa8jCmJNOnUik98sgjuuuuu4zBwaD5+uU4zl6+sbGxobm5OUmyRLmVlRXV1dVZU1Cc30QioWw2a2wGso69vT21tLTYIQV7evnyZa2uriqRSEgqsbb02wiHw5aD1Nvba0wFh5xnojkoKw9/1qN38jxr7dePd8b8Ack69OxhpYzHy3u88a902gGNrGH/Wr9fvHPopVgwX5X79qVelXuXSnb+s/2e9s/ubcCtnrnyd7e6Kp0l//rK8fSOMr+r/Lt3/nGWPACSDsfYR7u4Z+8c+Ah1pXwQ0ImTjLMLS4zT7RPYAffY2cbGRotccl/BYEk7Ho1GLXrq8xf5Pj7H3x+2D2cHgMT9cuEcAWAr+7Z4kAFjCanh2fCmpiazpX78PHBHWrazs6PV1dWyxsT8DcfFzxklsXEivLRFOqy+yTrB5jPGgBPGxINw9rlfP4wvkTM+k55YxWLRckkAMeQYYG994QaYY6IyfryZK2+TWIOURkfOSw5AfX29zaGPXryUKxgMmkO7trZmuQY4+z7y4s9w1jNnB1Eiqjh5MOpf6+8Ze+ZtS2VuYqU98L+rtJ/ItX0U4Vaki7c3/sIWvBABFgqFrLCNLxoSDod14cIFveIVr9Du7q6eeOIJdXZ22t5lLU5PT5sEEj8EAoS1xn7Doef7IRRYt57QAEQSCayurtaJEyfU29urpaUlLS8va3FxUQMDAwoGg0omk2aXkNWTv8F8sXeZN36H38B9AF4YT6I8DQ0NdtZvbW2pt7fXpHibm5tWWcz3AxwfH1cwGFQsFrM5gBi+fv26urq6LIp58+ZNA11USYvFYmUVAfGFWlpaLOq8ubmpaDSqV73qVcpkMlpeXlZTU5PdX01NjVKplKanp609BWPCGK+srGhmZsbkanfeeadJyYjU0iMLsIu9JfJJ/jTV3VpbW7W+vm5RH/ZENpstU5WwJr+Vc//vPZjJZrNliUHPPPOMotGo4vG4nnrqKd1xxx2KRqN66KGHNDExoXg8romJCf3Mz/zMi35uoVAoC33hwHHdiu30BsI7Nt6ZfCHDwfsr/135U/l7pAUeaPmLzYxR4neVyZqSyjqqc1DDWKTTadMzEh3wDEkgcJgcR5ImshJ6JiDlqqqqMp15NBpVZ2enlYck9D0/P28Hx+zsrCXwNzU1aX9/36RlbW1tOnLkiLq7u3VwcKDx8XGl02mdOnVKkUjEcmpgIHt6enT16lWNjo7q4sWL2t/fV2Njozo7Ow08SLJQqD/8Nzc3NTk5qa6uLmMJmA8SaQuFgpaXlzU+Pq5EIqHBwUF1dHTYOvK9MjjYiTKtr69bNKmmpkbz8/P27J7NiUQiNo4+Wuj17pVSJr9mPCuHA1EJXtgDt4q6eAbfr1UcTJ+s79c1Th1OgZfuVYJ73sdz4JjxmQBNDk/PjL3Uy+9txhgH2Y8zTk2l7MqPiZ8Dns87jZUgpNI2VI6Hd0Be6N4rHVI/tnw391npkHF5e+IjMkhB9/f3y6IQvjdEJXlDXgZSKHLOWDPYHBx2nBIIBTTeHR0dRqbg9GDD2N/MibfDAA7Ago/sYdN5fp7Vs+F8BnsemQWfJR06eNKhNMrLynz0kahONps1eRngAocK20JkBakFpalx/rBRUnl5Yg/GfdS2trbWyBPKa/Ne9iTOoV/jngQrFovmdDA+gcBhrxFsGvlLOHf8nTHxRB/3Dghi/pkb8iCpANXQ0GCSIZ+H81Kvmpoaq4KFjMdH5Lg3X3DAEzgQe/X19TYHOMd+T7I//D6slCRVSjtvFRH2e9fvYeYQCQ9qBd/Xq9LuMycQd37O/TnBT2WuHGdcbW2thoeHzcmm6mZXV5edt7FYzArjkCxOhMeXqQZA+EqXyLx98QcIBw+4PfDgO4mSXb58WdPT0zp9+rQlmaPuYGz9ec06xvnme7AHAHMcdb6Hs9MXQ6FnWU9PjyldiGbhXwF68EHr6+s1NTWl9vZ2nTt3ThcvXlRVVZX6+voUCoXMJj///PPa2trS8PCw+Sz0bWG+OPchdwqFgvWwmp6e1vT0tOLxuDUTHx4eVqFQ0OOPP66vfOUrOnHihOLxuPl/c3NzRkh/z/d8j0n4wuGwzY+PIBMVA/zFYjEtLy8rm81qcHDQlCcU/0Hp44kC5GnkDH8r199bMPPpT39aTz75pB566CE9/fTT9vtf/dVftQ7YH/jABywB9sMf/rC++MUvSpI+8pGP6NOf/rTe9ra3veDnFwoFay4FqiZS4w2LdzQq//tCzoy/Kh0X/xn+czwD6l+D8+gPHc8AYxS9FM1LQLwx5f3e2GKgFhcXlUwmjRVFTuWbIAUCAbW3t1v1F+RWGxsbVnZxdXVVly5dUnV1tTkZNI4i+Y+KG9evX1c6ndbw8LCampqs/ngkEtGpU6f08MMPKxaLqaenxzSn0WjUtJXNzc12eEsyNuLIkSPa29vT5OSkFhYWbGPW1dUpnU6b3IFSijhbOzs7am1ttQjU1taWhc03NjYsef+xxx7Tzs6ORkZGJMmM9MDAgBoaGsp6MGxubmphYcEqpsFi1NTU6MqVK1paWpIkY6yPHTumlpYWc+Q5SACt3qnz8+qlKqyNW0kNWGu3Ait8nj9E/YFeCaZ4H/sF9gUD552Vyh//vZ4MwGngvd4xutX+eikXDgaHTeX9eY35rdjSyrGTDmVk/r+V41t5D5VAqfJ7XuiZK21RpZN/q8+o/P9bzRFzWJlfgVOBY+Ejby0tLSbZRULCuJHUCTvPD+sWMOTzO3gNjj3RCr82+X/WpO9r8kJEEw6L3zeFQql6IHseR5b16OU8OI5eisc6YV9RtS2TySibzZbJXiTZ+AAYyOPDMYbphz3mHmtra42pBVR6hxPJcTAYtPwG5C2VCfSMhy+SwHrwcjyfr8fz+TwYT0LwPESXAAqsS9aOdNjvBWCHo7i9vW3OY6FQMJvp81leypXL5ZROp7W1taWmpibLS0RexZxWyg8rz2dA6K1yu3wExdsSwJ8noyr3n58bxq1y/3vbz77g3lkvfj9ji3kOxoGISCVIZh0UCgX77PX19bI5WFxcVCaT0XPPPaft7W319fVZjiyf5+WIgAKqerG+aF7t9zLPREU8Hx3lOfFbWJsAZgDwU089pcnJSRUKBQ0ODto4A0K2trY0OTlpuXBETsPhsClD2BNEZtizjKnPjfMqBUoZe1loQ0ODPYcHUew3cmcHBwcNTExMTNjeYB/Mzs6qr69PTU1NWl9fV01Njdrb2+18ZrwBaPQlYr3hZz3zzDNaW1uz7zt69KgWFxf1+OOPa2pqSrFYzORxN27csOIQALT19XXV1tbauDEGlN8HHGYyGQ0ODqq7u1uXL1+2PMQvfOELevWrX20gdn193fIJ9/f3LWKDva7MsbzV9fcWzLztbW/ThQsX9NBDD5X9/jWveY0+9alPlf3uoYceKoveXLhwQX/wB3/womCGgWaDF4tF6x7v2c1KsMJ/Oex4r/SNkRdeWwmMeG0lkKl8f6VjwobnOzEI3gn0hwaHDPfABpRkhyibq7m5Wel02krDIrHyzC3MrHc8kUvcvHlTY2NjtmEjkYiV4VtdXVVTU5MhcfpINDc3a29vTwMDA4pGoxYmxTm6//77VSgUDOWvr6+ro6OjrLIXYdH9/X1LHoXdGRgY0OLiopWg3traskps+/v7ppnd3t7W4uKiydBghgFhW1tbmpub06VLl3RwcKCFhQUDZqurq2publZjY6MxCkjw9vf3tbCwoKmpKR0cHBioymQymp2dVTqdNsDS39+v9vZ2NTQ02Ab2+QbeSfCH4QtFKipZvUogUynZqHTY/f97p7Ay2ufXFmAGx8mDb9ZRJSjx4DwcDhtDS5WWSqBQKTv7di+ej++rdHArtdMvtE9vtW9v5ZhUkgmMN8/l9++LAZ4X+m5vjzzj67/bRzVuZbdYT55BxQnjB2CNk4pEkx4ZFALgs0ks9swrDoskc+74PWucKENlSWjWCnPhDznvnHub6eU00mHvEuwhBVFgSWE2caqQW/hmhaxDL30pFkvS5eXlZc3Pz1sVJ+7Z55YQbaJUfihUql5ULB5WXvR9rgqFw0RZIl/YY8YNe4ETii0l0uDnmupSXvLFmHjHHiDJ2gCEVIJ8f+4wd6xtnEHsFvI0SkAzTj4asrOzUyZh8cTcS7k2/n/tnVtTlNnVx//dnARBmgYEFIx2e0AsT+0BHecta0pIcpekCoeb3Aa+gWQ+wQzc5mYgucyNA1e5Soqu1HjIeEA6cRQZUVocToLQNHISbHjeC+q/ZnUDijqjtqxf1dTYTXc/z7P3Xmuv0957agoTExOYnZ2VHTPZl4lr+bTDrEsQOfcwG5NYPqcdaN22vIbeRl8b2asFNbWeIHydkpIi1RJ6bZe+f71Oi2NZZ2m0PtfX0rqEDjrHUSwWw5MnT5Cbm4vy8nIUFhaK8cxsZFZWFrZv3y5ZQ5ZJP336VPSr1gMsV2QG0XGcFRUgfC7KJzcL0Zk/OkG7d++Gy7W8njUSiaC8vFycEQYfuHaVwVHuoEcnne2p9QAAOfB2fn5egqLUUxzX3EWN90un0e12Y3JyUs6Wy8vLEz3m8XiwdetWWY9cVlaG6elpPHz4EAMDAzh48CCOHj2KrVu3ysYP1AlpaWlyH3reZZkc23/37t2Ynp7GgwcP0NraiqNHjyIlJQXZ2dkoLy/HzMyMlL2/eLF8dszk5CT27NmDkpISAMDk5KS0DfWVHqvUEampqSguLkYsFsOOHTswMDCAwcFBHDp0SHQUzx1iH1Cv0Q7XRye8ig/WmXkZ3JkhEAgAWC49ozcMLHvGoVDopb+hyw3YaDxTYGBgIM5gJInRZS3wWnElRngTHZJEhZd4HQDo7++PM4ASDY5EA4l/045M4r3rKNnmzZtlXQe384vFYhgaGhIly8ggByhTtNwhjIdOzszMYHR0FHl5eSgoKJDsBq+zZ88ebNq0Cdu2bZOdOgYHB7Ft2zbs3LkTi4vLZ71wETCdtJmZGfT390uEcGxsTO6bEcj09HQUFRXh2bNncUqEJS35+fmymI1lDLx3ZnLGx8fx+PFjTE1NoaCgAAsLC/jhhx8kajw2Nobe3l6Mjo6K8VJUVCTOFyNkkUgEY2Nj2L9/P6anp+WEe64r4ljr7u5Gf38/AIjA5+bmSsSDBiPT3Yx40sniWKLC1ZOsHi/aqOX4WOv/ic71aobjywx3HeXWskE50xH+xO/oKO3Y2Bj6+vowPz8vDq52atZy3l4HjieWBrAuHFiOOLJfdLaT39OyTtlPNLK0cafvWwdK9PcSP6/7TAcTqK90oEIHK3SbrtY/2mBdzdnh4YGMILM0QpcQaF3G17ocjJMOf5dGn8fjkawLxwcNOj4zM3o0YvkZvf6LRnaik6gdRZ2J0Qua+Vk+H/U+19nx/AjKXGJmWxumjILToaB+7Ovrk7UCiTBCzbbglslcqMt1GNRbLMXg83HNChdq68CEXpOWnp4u9fA8eZxR5MTMCOcLtg37mc+oM1P8DrPk+m9sczoEOjudlZUleooBD25RrdeQUO8zg8Xn9Xq9sivT2xKNRvHw4UMAQG5ublyQhdszc76jjOg20WODjoE+wFW3gZYxvQlCYtnsajZBog1B+Fnej864cc7WOpbONA15Pg9lk0a4llltJ9BJ4fpNBuDS0tJQWFgocz3nHwByfg+ddM5jJSUlKCkpkUwhn4c6iXqL44sOOrOzwE+H3XLs6c0vON5cLhd27dqFjIwMhEIh9PT0yBleLMfixjvFxcWyBoyZDbfbLc6V1m8s26IM0Hni7mIjIyOYn5/H4OAglpaWkJ+fjy1btiAWWz5sm+tlBwcH8fDhQ/T19WFpaXntzK5du1BRUSFHNGRkZCA/Px8jIyMYGhrCzp07UV5eLtmqtLQ0+Hw+FBcXo7CwEI7zU1br+fPn0h+O40i2mYGUtLQ0VFRUICMjA9FoFP/4xz9QUVGBwsJCbN68GR0dHbh06RJisZgcMbBz507RLSzF27JlCxYWFsQhY/aGjubMzAwyMzMxOzuLJ0+eiKM2OTmJkpISCZgDkB1mWbXCTD2dw/XM+0npzPAMk/Pnz+Ovf/0rxsfHX/s35ufncfPmTTEQS0pKkJKyvKNGY2Pjms4MEG9QaaNCf04rstUi3i9zZPhdt9uNzs5OFBcXrxqh5n9UPryPxJr21aLz9OT1IW5cq8ID/MrKyiRty2vw+nNzc7Il8tzcHCoqKuD1euH1euUMFMdZ3rbP5XLJehwAYuAUFhbi+PHjGBgYQDQaxaNHjzA1NSWTfG5uLiKRCIaGhmRxWmlpKbKzs8X5pFJhlGVmZgZXr17FsWPHJGPCe2Ypx7Nnz+TQKC7M7+7uFoOBDgwAFBcXy2YFbEsu+B8ZGUFRUZFknKgwHMdBf38/ZmdnsW3bNqmfp2COjo5KpDI1NVWEWtfk6tpXjgUqCjot/I+TwGrOjDYYNfweJ68rV67gzJkzK6KKetwkZgH0eNCGNuF39JoZGgSMFLOOeXJyEsPDw/jxxx/R09Mj0bWBgQH09fXJff0c27M+e/YM33zzjUTmeV7P3Nwcmpqa4oIC+nkTn4/9orMq+tkTnQ1tdCcGHFbL+nBTCX5f/652KniP+nOJOogwuq51mP7O4uKirJVhyZMuu9Kfd7vdkkHgNdjXNIa4aJ7Rdd4Xo8ocC8z80Bmi/tIljZQXPW71MzmOg1u3buHIkSNyr7rufmlpSdbD6JI0nTHUu1UBkPvRWSVtUFKOuC0qM8GrEYvFpLyJ6x08Ho8YfXQG8/LyUFRUhK1bt8aNEX3YJPU99UXipgg0tGhs8zn02hU+382bN3HixAl5Tj1ncUwwM8WyFX6W7Uc9RUOVaxPpuLHPdCbU7XaLocuAkw7g9Pf34/bt26IL+Ztvw/DwMJ4+fYqcnBw8ePAA5eXlqKiowOLiIr766qu4uRL4yRGho6XnVh08WC04sZojouVej2H9PZfLhdnZWcnArYVeg8P/07jXTrfW6dS7ej7R2fJEvUFZ0M4wHRMG82g7cM0rI/s0ShPPi+J6CN4nZZH3yufi/Mf1rbxnfobXAJZ1wKVLl3Dq1CkZV36/H9XV1fjPf/6D69evY/v27aKH+vr6pKqipKQEpaWlIjebN28WZ4aBABrodOy4sJ6bfDx//hzT09NITV0+fJzZasdxJGh27do17Nu3D9PT00hLS8PRo0fFjsrIyIDH45GMF51lrvONRCIiG3REc3Jy5FBujiOu8wEgz+M4jmSLt23bJmvzfD4frl69iuHhYaSmpiISicDtdiMajWJ0dFTGUkFBgfyeLi2mPue4pw7imiyWMQKQ4zmKi4uRnp4uWTvaKHotn9vtxu3btxEKhUT30Ml7Ge/cmWlqalrT+fD7/airq3vp9/Xfq6ur0dDQAL/fj2g0+lr3wfNAtm/fDo/Hg8nJSQwNDWF+fh5er1fqEpke1BEtpm05mTNapiNYiXV+ul6cCz65YG+taHtGRgb+8pe/4De/+U3cveuIto5oAFhhdK0V2aFy05PazMyMbKmoo5qcVHVUmYv5WYKhz4jgLh4c8Nx3nQOTBuzmzZtRVFSEqakpRCIR3L59G4WFhdi7d68ocpaVDQ8PiwHBaCj3Kddt8vz5c1y/fh2HDx+Wsxtyc3NlS0CmiBmJpeDT4Hn+/LkcvuVyLR8e6vf7EQ6H4XK5UFBQIFtdA4grkWDfP336FBMTExgaGkJXV5co7idPnuDp06eSPYrFYti+fTv8fr9M+qx55jMxPazf16wWlU80vrXRqx1h7aBevnwZZ86cWTGpJUbjOYZ0pFo7TzRc9ASvDTJtKPL5otEohoeHMTo6KqdEs4567969qKyslIzY3//+9zUkev1kZmbi7NmzcTtWcVtt7sykT4amkaANT5baZGVlYevWrdiyZUuck0HdwMWsXAtA2crOzo47L4kRPrZzRkYGvvrqK/z5z38Wg5xjQUeG9eSfuCOXNmjIixcv5MRmXRrIiYSlmywLY7kjr0W9Rj3Ge9ZrDBKDNJR7OiI0WgDIZKujq5RJPVY5KbJUI9HB41ju7OxEZWWl6DlOklwUPzk5KRMjjXHKF41UGgTM4Ojosi5FYr+8ePFCDI61HBktO8BP5+poR4/tw/lBR515vzpgRf2sSwATZY3Q6GC5qnZobt68KQccUt61HPMaiXMaMzd8Fv42jS1Gi3XmRc9zLN/R3+OckZq6vLvjqVOnpNyopaXlNaR87fbnTlxca7C0tIQ//OEPskZ0fn5eSnZYjs5jC7Kzs2XXOWb06ITpNVAul0tOP+cap+zsbDHuGeXnYYSUa2YWvv76a/zxj3+MK0+jrOjNKoaGhmR3UWY1nz9/LtfU9wZANptxuX6qzqBDQqeXDgf1Vnd3NyKRiHzW5XJJySTXTXDcMzjMtQ90QJiRpTPrdrtlLR2rPzhO9dzEgIges9pg15nAq1ev4vTp02KzvXjxAmVlZfB6vUhNTZWdx9jW+/fvx+zsLL799lvs27cP5eXlSE9PR0lJCUZGRjA7O4uFhYU424Z6nOekUD7T0tJQWloqeuLevXuS+evr60N/f7+syea64JSUFHR3d8tmFMzcZGRkyMGrfX19ce3G0jbaWHpedrvd8hnKFIPJ4XAYc3NzUg48NzeHWCyG3t5eOI6DI0eOSNnkiRMn4PV6xSHMz8+XjJXOxGrnlPM6nRkGJLZs2QKXy4Vnz55hcnJS1vSwHF+XaDJTuLi4iLNnz+KTTz6RdX9ff/31K2X7nTszr9pl7GUEg8G4hf4AEIlEcP78eXR0dMS9xxK0taCh6jjL55OMjY3JuQJ69xkq4sePH2P//v0rFgpmZWXJgUFUyOwAKv7vv/8eR48eFeVNr53KgMLMCZqGCQ3FxLpwCrte2Kej6Nqg+Pe//41PP/10xff1ThzcDjMajcLlckm68f79+7L9H71wXZbAiYwRQCpvt9uNnp4eVFdXy5aLercKXXtPh4YOBrdp7urqwrlz5+Qz+fn5ePr0KcLhMGKxGIqLi+WEX0Z/XS6XtGlOTg5GR0fx+PFj2TZyaWlJHM+srCxMTk7Kd2g4bN68GbOzszh8+LBsOcuNBtxut2SiGBmamZmRevu7d+/i4cOH2Ldvn+y6RsOPW1xzcbLjOMjJyYHf75dTeR88eCAHg7LPafjrqJSui2afO46Dzs5OHDt2LM6wobLTde/sdyojoiPNOuqnszx60uF3r1+/jhMnTkjEmNfWGUYaTro2nmOvs7MTBQUFyMzMRGlpKUpLS6UP8/Ly4PF4ZDL+OUpNKANUnktLP9WEAxDjye12Y2hoSBZD0pDhGKfjk52dvSLSROV89epVnD17Vozj1SK8nOxpyNCYzMrKwu7du6XddFkO+4J6QAc2YrEYvv32W5w9e1b6Vf/d4/GIYzUxMSH1ypRzAOjq6sL+/fvlfmlocUzoenfqO46nH374AX6/P06PaYeIfUgnnH1CvUXjmpuP0Lh88eKF7PqnI4L6d2j88L4Sx5927HSpcVZWFoaGhmQdHeWUcpNYvpsYUOJ4eBm8N9bZM1udk5OD27dv4+DBg2LQ0/jTjimfl3MCdTizUYklYxxbNAY53hnNppxzzmLf6Gg4Hd3ECgIa2T09PTh58qQ8l9vtlgN/geUgnq6BZ19QZ929exeHDh2KWwtIB4PPrTcAeVsyMzNRVFQkkWMGpXJzc8WxYLnhgwcPZByz77OysuD1epGeno5nz57J79GgZ2Du0aNHchQBnQDuzsSNLFiuxOfTu5FRFzJQRHnjNbjFsNu9XBLFA5vLysrwz3/+E5mZmTh9+jTy8/OlPyjDGRnLhwRnZmaisLBQAi400q9du4aTJ09KYC4nJwdTU1MoLCxESkoKxsbG4ioLuOFFamoqwuGwZEY5vrQMMuCYkpIiBj3HyfXr13HmzJm4rL0uPdSZQj030THUZZLMDiwuLu8OumPHDszPz6Ovrw+ZmZk4cuQI5ubm8ODBA6Snp+P+/fsSkLp9+zZSUlIwPj6OoqKiuMAly5B9Pp+U6ff09KCyslK2p6euoh4ZGhrCyMgITp8+LRsEpaenyy5rg4ODcrTFwsICxsfH8d///le2uj548CCKioowOTkpzujOnTuxadMm3LhxA6dOnZJgEfUEx8X09LQEaH0+Hw4ePIju7m6pFllaWsJnn32G0tJSsV99Ph+OHDmCu3fvivx6PB6xndjmHR0dqKyslAwxS3f19V+8eCE2FJ3DqakpfP/99/jtb38r8xirSvRz8PvrlfukKjPz+Xyor6+X152dnaitrUVVVRUaGhrk/VAohNra2pf+FqNpXIw4MjKCtLTlrfC4MJ0RPMdx0N3djZ07d0pUhJGN1dLSWtjcbjfu3LmDQCCwolO086JLOHTZB/+vI+XaGNX1sYkGpMvlwpUrV/Dpp5/GOUl8BipvfShkcXExysrKkJ2djVu3bqGyshIzMzNxdaO8pq6D1pmAnJwcdHR04Ny5c3EnSdN4ZSkLS6xmZ2fjaiaj0Sj+9a9/oby8HB6PR67HhfopKSni/KSmpoqwUKnSOevq6pJ1FxRCCk5eXp6cHnzv3j3s3bsX27Ztw8zMDP72t79h165d8ry5ublx6XKuh2F7TkxMoLu7W07GHRoaEsOTY83lcqG4uBgejwezs7N49OiRKDZug33//n0cO3ZM2onpd+6GxAmVEVFdDpKSkoJQKCTlIoymaiOE39GOiB5fdHK14asNGe006/F548YNHD9+XOSAY0E7TPx97nbiOI4YPPfv38evfvUrCQhwK3CWLXJbVh3ZfRt4P1TeOsMUi8XEMFtaWpJTlDnBLi0tSakN22Zqagqzs7Pwer2ytokG2+XLl/HrX/9anpXPoY1/LdeUocTMGJ05vbmCzsjosinHcXDp0iUJYuioHu+BRqI2MGlkxWIxdHV14cCBA/I3HTnTJXPUJ8xQOI6D+/fvw+/3y+SmI3C6/ygXfB5e63//+x/27Nkj45pZFRrYPM9A9wWfm+/rcjDdv4mOAvXmpk2bEIlE4PP5JNPM32W2RGeF6OjojQp+/PHHNcccI/PM7rEElhH0O3fu4OTJkyJrLF3T5cJaDtneCwsLuHHjhhiQOoNLo4ORdxrEXOuhI+B6IwYtI9pYZPSVYyk9PR13795FZWVlnF7RAS4apHp8cCwtLCzgzp07OHDggIw7jjW9UJ1je7XM9OuSl5cHx3EwPDyMgYEB7NixQ+YIypLL5cLAwAAuX76MgoICzM3NSTSfDgmwXELHEiJmMx3Hwfj4OPr6+lBRUSH9ztPR9UJytiflgs4cxxzXnrBPdACTAY3t27fLBgC8x/n5eRw8eFDGAuWQQVSOJfY7r0mddPPmTXzyySdYWFjA6OgoHj58KMY2dRfXGi4uLspOVBkZGeJY63VBus9p5C4uLopTT4fmypUrOHv27IpsM8u3OAaozzhPcnyyzZih4FrUwcFBuN1uOUB7aWlJyufz8/MxNTWF7777DqdPn0ZXVxfC4TAKCgqwZcsWTE1NSVtFIhH09PRIVptLE7q6unD69Gm5XwA4fPiwnKe1a9cuHDp0CAUFBXjy5AkWFhbiMivUKenp6ZiampJ2u3btGrKysvD73/8en332GUZGRhAKhTAzMyOONB1AbmaVkpIi65hjsZicpXTgwAEUFBQgNzcXAGQ757S0NJSVlSEvLy9OznJyclBSUoJIJCKBNGa4WKn03Xff4f/+7/9El+uNQXQpLJ3z/Px8PHr0COPj47h37x5+97vfyXEX7FcGO9kGTCysB5fzc4Q7fgGCwSDa29vR0tKCxsZGVFVVwefzoa2tDZFIBMDy2hlmeoLBIEKhEHw+37rOmTlw4AD8fv+672dwcFAWr78u7+u77/PayXrf7/Padt+vpre3F11dXW98LeD1ZN/6ZONc2+77w752Msn+RumTD+W77/PayXrf7/Par/vd9cj+B+vMGIZhGIZhGIZhvIy3r9kwDMMwDMMwDMN4D5gzYxiGYRiGYRhGUmLOjGEYhmEYhmEYSUlS7Wa2kYhGo/B4PPI6GAwiHA7D6/XGbXCw1vsbEWuLtbHxlDxYX70+1hZrY+MpObB+ejOsPdZmQ40px/igaG1tdS5cuOAEAoG496uqquTfjY2NTmtr60vf34hYW6zExlPyYH315lhbrMTGU3Jg/fR2WHusZCOOKSsz+8CoqamJO0sHWPaatXcdCARw8eLFNd/fiFhbrI6Np+TB+urNsLZYHRtPyYH105tj7bE6G3FMmTOTBIRCIXi9Xnnt9XoRCoXWfH8jYm2xfmw8JQ/WV6/G2mL92HhKDqyf1oe1x/r52MeUOTNJwPj4+Gu9vxGxtlg/Np6SB+urV2NtsX5sPCUH1k/rw9pj/XzsY8o2AHhHNDU1rTlo/H4/6urq1vxufn4+otHout/fiFhbrB8bT+8Wk/1fFmuL9WPj6d1hcv/LY+2xfj72MWXOzDvibXaHCAQC6OjokNeRSASBQGDN9zci1hbrx8bTu8Vk/5fF2mL92Hh6d5jc//JYe6yfj31MWZlZElBVVYVwOCyvQ6EQamtr13x/I2JtsX5sPCUP1levxtpi/dh4Sg6sn9aHtcf6+djHlMtxHOd934TxE8FgEO3t7WhpaUFjYyOqqqrg8/kQDAYRCoXg8/lW7A++2vsbEWuLldh4Sh6sr94ca4uV2HhKDqyf3g5rj5VsxDFlzoxhGIZhGIZhGEmJlZkZhmEYhmEYhpGUmDNjGIZhGIZhGEZSYs6MYRiGYRiGYRhJiTkzhmEYhmEYhmEkJebMGIZhGIZhGIaRlJgzYxiGYRiGYRhGUmLOjGEYhmEYhmEYSYk5M0bSEgwG0dDQEHd67bskGo2+9O8tLS1oaGh4NzdjGBsIk33D2HiY3BtrYc6M8VYEg0E0NTWhra1tVUGORqNoaGhAS0uLfCYcDqOlpQUAEAqFUF9fD5fLJd+NRqM4duwYqqurEQwG17x2e3s7Ghsb5dRa/s5qiq6trQ0ul0uu+7ZEo1H5rWg0iurq6hXPXldXh/z8/J/leobxoWGyb7JvbDxM7k3uP0RS3/cNGMlLNBpFc3MzWltb5T2/34/Gxkb5+7Fjx9DZ2QmPxyOfqa6uRnV1NQAgEAigubk5Thl5PB7U1tbiwoUL674Xn8+H+vp6RCIRNDc3yz2QSCQCj8eDurq6N3nUFXzzzTeoqamR+/X5fPJMhvGxY7Jvsm9sPEzuTe4/VCwzY7wxq0VD6uvr5d/nz59HQ0NDnFIDsELpAEBzczOampoQCoXQ1tb2xgqovr4ebW1tce+FQiEcP358xWdflTJ+Gb29vfD5fPI6GAyiqqrqjX/PMJIJk32TfWPjYXJvcv+hYs6M8cYEAgEEg0GcP39eUsOMrESjUQSDQXz++eerfi8QCMS95/P50NzcjPPnzwPACmW4Xnw+H3w+X1yqOhKJxCkhYFkR7dq1Cw0NDWhra5O0uP47U+lNTU1x3w2FQjhx4oS8poJsa2uT3zKMjxmTfcizAib7xsbA5B7yrIDJ/QeFYxhvQW9vr1NTU+N4PB4HgNPc3Ow4juN0dnY6bzK8PB6P09jYuK7PXrhwIe51Z2en09vb67S2tjo1NTXyfnt7uzMxMeF4PJ64z9fU1Ditra3yOhAIyG8EAoG49ycmJta8bmtrq1NVVSWvfT6f/Hu9z2IYyYbJvsm+sfEwuTe5/xCxNTPGW+Hz+aR+NhQK4dy5c6iqqpIoSzQajfu3jp4EAoG46ElbWxtaW1tRXV2NmpqaFZGV9VJTU4M//elPAH5KBa+VXtbXqKqqQnNzM/x+f1z6uLOz86XXa29vj1vI+KYRJsNIJkz2TfaNjYfJvcn9h4iVmRlvTDAYjKuhDQQCqKurQygUWjX16/F4UFNTg+bmZrS3t8cpFSqeqqoqNDY2Sur5Tfn8889fexeT/Pz8VyqltrY21NbWxr0XDAalPtfqaI2NgMn+Mib7xkbC5H4Zk/sPD3NmjLeiubk57nU4HBbBbm1tRUNDw6oREr/fH/e6paVFdgphDe6bbKnIa9XX16OxsRFer/eln9eK+eLFi6itrUVVVVWcQg6Hw/K5jo6OuNpfXo8Kkb/xc20HaRgfKib7y9cz2Tc2Eib3y9czuf+wsDIz463w+/1oaWmB1+tFJBJBbW2tCHkgEEB7ezu+/PJL+P1+UTKNjY2IRCIAlqMa3Kaxrq5Ovuv1ekUp6vfXIhQK4csvv5Tf54LDQCCAcDiM5uZm2Sde75rS0dEBj8eDUCiEL774QpTWF198gaamJokk1dTUIBqNrthDPhwOi0IGgBMnTuDWrVur7qRiGB8TJvsm+8bGw+Te5P6D5H0v2jGMNyVxUd7rUlNT43R2dq77842NjXGLAtf7HcMwfl5M9g1j42Fyb6yFlZkZGxpGi9bD+Pi4LfQzjI8Ek33D2HiY3H+cmDNjJDUNDQ2rHuT1KoLBIEKhEFpbW9d1kFY4HI7bZ349tLS04OLFi699b4ZhvBqTfcPYeJjcG6vhchzHed83YRiGYRiGYRiG8bpYZsYwDMMwDMMwjKTEnBnDMAzDMAzDMJISc2YMwzAMwzAMw0hKzJkxDMMwDMMwDCMpMWfGMAzDMAzDMIykxJwZwzAMwzAMwzCSEnNmDMMwDMMwDMNISsyZMQzDMAzDMAwjKfl/QbhexesWSmEAAAAASUVORK5CYII=", "text/plain": [ "
" ] @@ -435,7 +526,7 @@ "\n", " # csiborg2_main \n", " img = np.mean(xy_CB2, axis=0)\n", - " img = np.clip(img, None, np.percentile(img.ravel(), 99.9))\n", + " img = np.clip(img, None, np.percentile(img.ravel(), 99))\n", " img = np.log10(img)\n", " axs[1, 0].imshow(img, **imshow_kwargs)\n", " axs[1, 0].text(\n", @@ -444,7 +535,7 @@ "\n", " # Manticore\n", " img = np.mean(xy_CB2X, axis=0)\n", - " img = np.clip(img, None, np.percentile(img.ravel(), 99.9))\n", + " img = np.clip(img, None, np.percentile(img.ravel(), 99))\n", " img = np.log10(img)\n", " axs[1, 1].imshow(img, **imshow_kwargs)\n", " axs[1, 1].text(\n", @@ -452,19 +543,20 @@ " bbox=dict(facecolor='white', alpha=0.75))\n", "\n", " # Jenny's field\n", - " img = np.zeros_like(xy_CB2X[0])\n", + " img = np.mean(xy_CLONES, axis=0)\n", + " img = np.clip(img, None, np.percentile(img.ravel(), 99.))\n", + " img = np.log10(img)\n", " axs[1, 2].imshow(img, **imshow_kwargs)\n", " axs[1, 2].text(\n", - " 0.05, 0.05, simname_to_pretty(\"Sorce+\"), transform=axs[1, 2].transAxes,\n", + " 0.05, 0.05, simname_to_pretty(\"CLONES\"), transform=axs[1, 2].transAxes,\n", " bbox=dict(facecolor='white', alpha=0.75))\n", "\n", - " \n", " for i in range(2):\n", " axs[i, 0].set_ylabel(r\"$\\mathrm{SGY} ~ [\\mathrm{Mpc} / h]$\")\n", "\n", " for i in range(3):\n", " axs[-1, i].set_xlabel(r\"$\\mathrm{SGX} ~ [\\mathrm{Mpc} / h]$\")\n", - " \n", + "\n", " for i in range(2):\n", " for j in range(3):\n", " axs[i, j].scatter(0, 0, marker=\"x\", s=15, color=\"firebrick\")\n", diff --git a/scripts/field_prop/field_bulk.py b/scripts/field_prop/field_bulk.py index c4f1b8e..8657d56 100644 --- a/scripts/field_prop/field_bulk.py +++ b/scripts/field_prop/field_bulk.py @@ -189,20 +189,29 @@ def main_from_field(args, folder): for i, nsim in enumerate(tqdm(nsims, desc="Simulations")): if args.simname == "csiborg2X": reader = csiborgtools.read.CSiBORG2XField(nsim, paths) + kwargs = {} + elif args.simname == "CF4": + reader = csiborgtools.read.CF4Field(nsim, paths) + kwargs = {} + elif args.simname == "CLONES": + reader = csiborgtools.read.CLONESField(nsim, paths) + kwargs = {"MAS": "SPH", "grid": 1024} elif args.simname == "Carrick2015": reader = csiborgtools.read.Carrick2015Field(paths) + kwargs = {} elif args.simname == "Lilow2024": reader = csiborgtools.read.Lilow2024Field(paths) + kwargs = {} else: raise ValueError(f"Unknown simname: `{args.simname}`.") - density_field = reader.density_field() + density_field = reader.density_field(**kwargs) cumulative_mass[i, :], cumulative_volume[i, :] = field_enclosed_mass( density_field, distances, boxsize, verbose=False) del density_field collect() - velocity_field = reader.velocity_field() + velocity_field = reader.velocity_field(**kwargs) radial_velocity_field = csiborgtools.field.radial_velocity( velocity_field, [0., 0., 0.]) @@ -235,6 +244,19 @@ def main_from_field(args, folder): cumulative_vel_y = icrs_cartesian.y.to(u.km/u.s).value cumulative_vel_z = icrs_cartesian.z.to(u.km/u.s).value + if args.simname in ["CLONES", "CF4"]: + # CLONES is in supergalactic coordinates. + supergalactic_cartesian = CartesianRepresentation( + cumulative_vel_x, cumulative_vel_y, cumulative_vel_z, + unit=u.km/u.s) + supergalactic_coord = SkyCoord( + supergalactic_cartesian, frame='supergalactic') + icrs_cartesian = supergalactic_coord.icrs.cartesian + + cumulative_vel_x = icrs_cartesian.x.to(u.km/u.s).value + cumulative_vel_y = icrs_cartesian.y.to(u.km/u.s).value + cumulative_vel_z = icrs_cartesian.z.to(u.km/u.s).value + cumulative_vel = np.stack( [cumulative_vel_x, cumulative_vel_y, cumulative_vel_z], axis=-1) cumulative_vel /= cumulative_volume[..., None] @@ -260,11 +282,12 @@ if __name__ == "__main__": parser.add_argument("--simname", type=str, help="Simulation name.", choices=["csiborg1", "csiborg2_main", "csiborg2_varysmall", "csiborg2_random", # noqa "borg1", "borg2", "borg2_all", "csiborg2X", "Carrick2015", # noqa - "Lilow2024"]) # noqa + "Lilow2024", "CLONES", "CF4"]) # noqa args = parser.parse_args() folder = "/mnt/extraspace/rstiskalek/csiborg_postprocessing/field_shells" - if args.simname in ["csiborg2X", "Carrick2015", "Lilow2024"]: + if args.simname in ["csiborg2X", "Carrick2015", "Lilow2024", + "CLONES", "CF4"]: main_from_field(args, folder) elif "csiborg" in args.simname: main_csiborg(args, folder) diff --git a/scripts/field_prop/field_bulk.sh b/scripts/field_prop/field_bulk.sh index c290275..c64af41 100755 --- a/scripts/field_prop/field_bulk.sh +++ b/scripts/field_prop/field_bulk.sh @@ -1,6 +1,6 @@ nthreads=1 memory=48 -on_login=0 +on_login=1 queue="berg" env="/mnt/zfsusers/rstiskalek/csiborgtools/venv_csiborg/bin/python" file="field_bulk.py" diff --git a/scripts/field_prop/field_los.py b/scripts/field_prop/field_los.py index d2e7075..ade3f71 100644 --- a/scripts/field_prop/field_los.py +++ b/scripts/field_prop/field_los.py @@ -107,8 +107,8 @@ def get_los(catalogue_name, simname, comm): # we need to convert the RA/dec to galactic coordinates. c = SkyCoord(ra=RA*u.degree, dec=dec*u.degree, frame='icrs') pos = np.vstack((c.galactic.l, c.galactic.b)).T - elif "CF4" in simname: - # CF4 fields are in supergalactic coordinates. + elif simname in ["CF4", "CLONES"]: + # CF4 and CLONES fields are in supergalactic coordinates. c = SkyCoord(ra=RA*u.degree, dec=dec*u.degree, frame='icrs') pos = np.vstack((c.supergalactic.sgl, c.supergalactic.sgb)).T else: @@ -148,6 +148,8 @@ def get_field(simname, nsim, kind, MAS, grid): field_reader = csiborgtools.read.CSiBORG2Field(nsim, simkind) elif simname == "csiborg2X": field_reader = csiborgtools.read.CSiBORG2XField(nsim) + elif simname == "CLONES": + field_reader = csiborgtools.read.CLONESField(nsim) elif simname == "Carrick2015": folder = "/mnt/extraspace/rstiskalek/catalogs" warn(f"Using local paths from `{folder}`.", RuntimeWarning) diff --git a/scripts/field_prop/field_los.sh b/scripts/field_prop/field_los.sh index 03ad644..5989a81 100755 --- a/scripts/field_prop/field_los.sh +++ b/scripts/field_prop/field_los.sh @@ -1,5 +1,5 @@ nthreads=1 -memory=64 +memory=48 on_login=${1} queue="berg" env="/mnt/users/rstiskalek/csiborgtools/venv_csiborg/bin/python" @@ -19,8 +19,9 @@ fi # for simname in "csiborg1" "csiborg2_main" "csiborg2X" "Lilow2024" "Carrick2015" "CF4"; do -for simname in "csiborg2_main"; do - for catalogue in "2MTF" "SFI_gals" "CF4_TFR"; do +for simname in "CLONES"; do + # for catalogue in "2MTF" "SFI_gals" "CF4_TFR"; do + for catalogue in "Foundation" "2MTF" "SFI_gals" "CF4_TFR"; do pythoncm="$env $file --catalogue $catalogue --nsims $nsims --simname $simname --MAS $MAS --grid $grid" if [ $on_login -eq 1 ]; then echo $pythoncm diff --git a/scripts/field_prop/field_los_indranil_void.py b/scripts/field_prop/field_los_indranil_void.py index e18ee87..b7a72a8 100644 --- a/scripts/field_prop/field_los_indranil_void.py +++ b/scripts/field_prop/field_los_indranil_void.py @@ -44,9 +44,7 @@ def interpolate_indranil_void(kind, nsims, RA, dec, rmax, dr, dump_folder, # The grid is in Mpc r_grid = np.arange(0, 251) - # NOTE: The shape of the files is no longer (181, 251). It is now - # (180, 251), asked Sergij about this. He will produce new files. - phi_grid = np.arange(0, len(data)) + phi_grid = np.arange(0, 181) # The input is in Mpc/h, so we need to convert to Mpc r_eval = np.arange(0, rmax, dr).astype(float) / 0.674 @@ -83,7 +81,7 @@ def interpolate_indranil_void(kind, nsims, RA, dec, rmax, dr, dump_folder, if __name__ == "__main__": - kind = "exp" + kind = "gauss" rmax = 165 dr = 1 @@ -93,7 +91,7 @@ if __name__ == "__main__": out_folder = "/mnt/extraspace/rstiskalek/csiborg_postprocessing/field_los" - for catalogue in ["LOSS", "Foundation", "2MTF", "SFI_gals", "CF4_TFR", "CF4_GroupAll"]: # noqa + for catalogue in ["LOSS", "Foundation", "2MTF", "SFI_gals", "CF4_TFR"]: print(f"Running kind `{kind}` for catalogue `{catalogue}`.") RA, dec = get_los(catalogue, "", comm).T diff --git a/scripts/flow/flow_validation.sh b/scripts/flow/flow_validation.sh index 32aa964..c2b96bb 100755 --- a/scripts/flow/flow_validation.sh +++ b/scripts/flow/flow_validation.sh @@ -37,24 +37,27 @@ else fi -for simname in "IndranilVoid_gauss"; do +# for simname in "CLONES"; do # for simname in "csiborg2_main" "csiborg2X" ; do -# for simname in "Carrick2015" "Lilow2024" "csiborg2_main" "csiborg2X" "CF4"; do +# for simname in "carrick2015" "lilow2024" "csiborg2_main" "csiborg2x" "cf4" "clones"; do +for simname in "Carrick2015" "csiborg2_main"; do # for simname in "Carrick2015" "csiborg2X" "csiborg2_main"; do # for simname in "Carrick2015"; do # for catalogue in "LOSS" "Foundation" "2MTF" "SFI_gals" "CF4_TFR_i" "CF4_TFR_w1"; do - for catalogue in "LOSS"; do + for catalogue in "SFI_gals" "2MTF" "CF4_TFR_i"; do + # for catalogue in "CF4_TFR_i" "CF4_TFR_w1"; do # for catalogue in "2MTF" "SFI" "CF4_TFR_not2MTForSFI_i"; do # for catalogue in "2MTF" "SFI_gals" "CF4_TFR_i"; do # for catalogue in "CF4_TFR_w1"; do # for catalogue in "CF4_GroupAll"; do + for ksmooth in 1 2 3 4; do for ksim in "none"; do # for ksim in {0..500}; do pythoncm="$env $file --catalogue $catalogue --simname $simname --ksim $ksim --ksmooth $ksmooth --ndevice $ndevice --device $device" if [ "$on_login" == "1" ]; then echo $pythoncm - # eval $pythoncm + eval $pythoncm else if [ "$device" == "gpu" ]; then cm="addqueue -q $queue -s -m $memory --gpus 1 --gputype $gputype $pythoncm" @@ -63,7 +66,7 @@ for simname in "IndranilVoid_gauss"; do fi echo "Submitting:" echo $cm - # eval $cm + eval $cm fi echo @@ -71,4 +74,5 @@ for simname in "IndranilVoid_gauss"; do done done +done done \ No newline at end of file diff --git a/scripts_independent/field_sph_gadget.py b/scripts_independent/field_sph_gadget.py index d12bcdc..84802f9 100644 --- a/scripts_independent/field_sph_gadget.py +++ b/scripts_independent/field_sph_gadget.py @@ -23,6 +23,7 @@ from os import remove from os.path import exists, join import hdf5plugin # noqa +import readgadget import numpy as np from h5py import File @@ -84,6 +85,28 @@ def prepare_gadget(snapshot_path, temporary_output_path): return boxsize +def prepara_gadget2(snapshot_path, temporary_output_path): + ptype = [1] + header = readgadget.header(snapshot_path) + + boxsize = header.boxsize / 1000 + npart = header.nall[1] + mpart = header.massarr[1] * 1e10 + + print(f"{'Boxsize':<20}: {boxsize}") + print(f"{'Npart':<20}: {npart}") + print(f"{'Mpart':<20}: {mpart}") + + with File(temporary_output_path, 'w') as target: + dset = target.create_dataset("particles", (npart, 7), dtype=np.float32) + + dset[:, :3] = readgadget.read_block(snapshot_path, "POS ", ptype) / 1000 # noqa + dset[:, 3:6] = readgadget.read_block(snapshot_path, "VEL ", ptype) + dset[:, 6] = np.ones(npart, dtype=np.float32) * mpart + + return boxsize + + def run_sph_filter(particles_path, output_path, boxsize, resolution, SPH_executable): """ @@ -148,7 +171,7 @@ def main(snapshot_path, output_path, resolution, scratch_space, SPH_executable, [1] https://bitbucket.org/glavaux/cosmotool/src/master/sample/simple3DFilter.cpp # noqa """ # First get the temporary file path. - if snapshot_kind == "gadget4": + if snapshot_kind in ["gadget2", "gadget4"]: temporary_output_path = join( scratch_space, generate_unique_id(snapshot_path)) elif snapshot_kind == "ramses": @@ -158,9 +181,10 @@ def main(snapshot_path, output_path, resolution, scratch_space, SPH_executable, "snapshots are supported.") if not temporary_output_path.endswith(".hdf5"): - raise RuntimeError("Temporary output path must end with `.hdf5`.") + temporary_output_path += ".hdf5" # Print the job information. + print() print("---------- SPH Density & Velocity Field Job Information ----------") print(f"Snapshot path: {snapshot_path}") print(f"Output path: {output_path}") @@ -178,6 +202,10 @@ def main(snapshot_path, output_path, resolution, scratch_space, SPH_executable, boxsize = prepare_gadget(snapshot_path, temporary_output_path) print(f"{now()}: wrote temporary data to {temporary_output_path}.", flush=True) + elif snapshot_kind == "gadget2": + print(f"{now()}: preparing snapshot...", flush=True) + boxsize = prepara_gadget2(snapshot_path, temporary_output_path) + print(f"{now()}: wrote temporary data to {temporary_output_path}.") else: boxsize = 677.7 # Mpc/h print(f"{now()}: CAREFUL, forcefully setting the boxsize to {boxsize} Mpc / h.", # noqa @@ -209,9 +237,12 @@ if __name__ == "__main__": parser.add_argument("--SPH_executable", type=str, required=True, help="Path to the `simple3DFilter` executable.") parser.add_argument("--snapshot_kind", type=str, required=True, - choices=["gadget4", "ramses"], + choices=["gadget4", "gadget2", "ramses"], help="Kind of the simulation snapshot.") args = parser.parse_args() + if not args.output_path.endswith(".hdf5"): + raise RuntimeError("Output path must end with `.hdf5`.") + main(args.snapshot_path, args.output_path, args.resolution, args.scratch_space, args.SPH_executable, args.snapshot_kind) diff --git a/scripts_independent/field_sph_gadget.sh b/scripts_independent/field_sph_gadget.sh new file mode 100755 index 0000000..8886e7c --- /dev/null +++ b/scripts_independent/field_sph_gadget.sh @@ -0,0 +1,39 @@ +#!/bin/bash +nthreads=28 +memory=7 +on_login=${1} +queue="berg" +env="/mnt/zfsusers/rstiskalek/csiborgtools/venv_csiborg/bin/python" +file="field_sph_gadget.py" + +# Guilhem says higher resolution is better +resolution=1024 +SPH_executable="/mnt/users/rstiskalek/cosmotool/bld/sample/simple3DFilter" +scratch_space="/mnt/extraspace/rstiskalek/dump/" + +snapshot_kind="gadget2" +snapshot_path="/mnt/extraspace/rstiskalek/CLONES/s8/cf2gvpecc1pt5elmo73_sig6distribsbvoldi_RZA3Derrv2_512_500_ss8_zinit60_000" +output_path="/mnt/extraspace/rstiskalek/CLONES/s8/cf2gvpecc1pt5elmo73_sig6distribsbvoldi_RZA3Derrv2_512_500_ss8_zinit60_000.hdf5" + + +# Check if `on_login` is either 0 or 1 +# Check if on_login is not empty and is a valid integer (0 or 1) +if [ -z "$on_login" ] || ! [[ "$on_login" =~ ^[0-1]$ ]]; then + echo "First argument must be either 0 or 1. Received: $on_login" + exit 1 +fi + +export OMP_NUM_THREADS={nthreads} +export OMP_NESTED=true + +pythoncm="$env $file --snapshot_path $snapshot_path --output_path $output_path --resolution $resolution --scratch_space $scratch_space --SPH_executable $SPH_executable --snapshot_kind $snapshot_kind" +if [ $on_login -eq 1 ]; then + echo $pythoncm + $pythoncm +else + cm="addqueue -s -q $queue -n 1x$nthreads -m $memory $pythoncm" + echo "Submitting:" + echo $cm + echo + eval $cm +fi \ No newline at end of file