From f60d51139382911446eb8afdef8a8391fd5e2d3a Mon Sep 17 00:00:00 2001 From: Craig Arthur Date: Fri, 13 Mar 2020 10:39:43 +1100 Subject: [PATCH] Minor bug fixes (#78) * Python3 compatability changes * Updated install.rst to update conda instructions (#75) * Fix format support (#76) * Some dependency fixes for Python 3 * new track format * fix bug when CycloneNumber > 9 * support multiple formats (.csv and .nc) * Fix scaled reduction in BL model: Previous formulation wasn't reducing the influence of the BL model at the right rate. Includes update to the test data * WIP: Add scripts to plot gridded statistics. This requires some additional fixes to PlotInterface.maps, which was largely translated to cartopy, but a few lingering functions were still framed in Basemap. There may still be some lurking in here. Co-authored-by: Shane Martin Co-authored-by: Umma Zannat <44008611+umma-zannat@users.noreply.github.com> --- Evaluate/plotStatisics.py | 373 ++++++++++++++++++++++++++ PlotInterface/maps.py | 9 +- Utilities/loadData.py | 8 +- Utilities/track.py | 3 + Utilities/tracks2shp.py | 68 +++-- docs/install.rst | 117 ++++---- setup.py | 3 +- tests/test_data/windFieldTestData.pkl | Bin 467356 -> 467356 bytes wind/__init__.py | 32 +-- wind/windmodels.py | 23 +- 10 files changed, 508 insertions(+), 128 deletions(-) create mode 100644 Evaluate/plotStatisics.py diff --git a/Evaluate/plotStatisics.py b/Evaluate/plotStatisics.py new file mode 100644 index 00000000..1a91e578 --- /dev/null +++ b/Evaluate/plotStatisics.py @@ -0,0 +1,373 @@ +#!/usr/bin/env python +# coding: utf-8 + +# # Plotting up the statistical output +# +# To gain an understanding of the meaning of the statistics, and the spatial distribution of these statistics, we plot up several of the metrics on maps. This allows you to explore how these variables vary over the simulation domain, and interpret the meaning of these variables. +# +# This only gives one perspective on the choice of variables used in TCRM to simulate TC track behaviour. There are a number of other graphical products that further help with understanding the way TCRM works. + +import logging +import io + +from Utilities.config import ConfigParser +from Utilities.nctools import ncLoadFile, ncGetDims, ncGetVar +from Utilities.grid import SampleGrid +from PlotInterface.maps import ArrayMapFigure, saveFigure +import numpy as np + +from os.path import join as pjoin +import seaborn as sns +sns.set_context('paper') + + +# Use the normal approach of setting up a configuration string, +# and set it up to read data from the output folders containing +# the data we've generated in previous notebooks. + +configstr = """ +[DataProcess] +InputFile=C:/WorkSpace/data/Allstorms.ibtracs_wmo.v03r10.csv +Source=IBTRACS +StartSeason=1981 +FilterSeasons=False + +[Region] +; Domain for windfield and hazard calculation +gridLimit={'xMin':90.,'xMax':180.,'yMin':-35.0,'yMax':-5.0} +gridSpace={'x':1.0,'y':1.0} +gridInc={'x':1.0,'y':0.5} + +[TrackGenerator] +NumSimulations=5000 +YearsPerSimulation=10 +SeasonSeed=68876543 +TrackSeed=334825 +TimeStep=1.0 + +[Input] +landmask = C:/WorkSpace/tcrm/input/landmask.nc +mslpfile = C:/WorkSpace/tcrm/MSLP/slp.day.ltm.nc +datasets = IBTRACS,LTMSLP + +[Output] +Path=C:/WorkSpace/data/tcha/ + +[Hazard] +Years=2,5,10,20,25,50,100,200,250,500,1000,2000,2500,5000 +MinimumRecords=10 +CalculateCI=False + +[Logging] +LogFile=C:/WorkSpace/data/tcha/log/tcha.log +LogLevel=INFO +Verbose=False + +[IBTRACS] +; Input data file settings +url = ftp://eclipse.ncdc.noaa.gov/pub/ibtracs/v03r10/wmo/csv/Allstorms.ibtracs_wmo.v03r10.csv.gz +path = C:/WorkSpace/data/ +filename = Allstorms.ibtracs_wmo.v03r10.csv +columns = tcserialno,season,num,skip,skip,skip,date,skip,lat,lon,skip,pressure +fielddelimiter = , +numberofheadinglines = 3 +pressureunits = hPa +lengthunits = km +dateformat = %Y-%m-%d %H:%M:%S +speedunits = kph + +[LTMSLP] +; MSLP climatology file settings +URL = ftp://ftp.cdc.noaa.gov/Datasets/ncep.reanalysis.derived/surface/slp.day.1981-2010.ltm.nc +path = C:/WorkSpace/data/MSLP +filename = slp.day.ltm.nc +""" + +config = ConfigParser() +config.readfp(io.StringIO(configstr)) + +# We load a landmask dataset to allow us to determine +# when TCs are over water or over land + +landmask_file = config.get('Input', 'Landmask') +landmask = SampleGrid(landmask_file) + + +# One thing that we realise in the statistics is that TC behaviour +# changes when a TC makes landfall. And because the number of +# observations in any given cell may not be sufficient to calculate +# reliable statistics, TCRM automatically increases the region that +# is sampled. + +# This causes problems in regions close to land. If the model is +# determining statistics for one of these cells close to the coast +# (but offshore), and the expanded region starts capturing observations +# from over land, then the statistics are not truly representative of +# behaviour of offshore TCs. This is important for parameters related +# to intensity - TCs can often continue intensifying right up to landfall. +# But if we are sampling statistics of TCs overland, then we dilute the +# intensity statistics with observations from overland which (nearly without +# exception) act to weaken the storm. + +# To avoid any potential issues like this, TCRM flags over-land +# observations, and the statistics are calculated separately for +# over-water and over-land observations. When it comes to viewing +# the results, we need to read in the over-water and over-land +# observations separately, then combine them into a single grid +# for plotting. This next function does exactly that. + +def getData(ncobj, varname, ij): + var = ncGetVar(ncobj, varname)[:] + lvar = ncGetVar(ncobj, 'l'+varname)[:] + data = var + data[ij] = lvar[ij] + return data + + +# Let's breifly look at the statistical data generated. Here, we +# load the 'pressure_rate_stats.nc' file, which contains the statistics +# for the pressure rate of change (hPa/hr) of obsersved TCs. + +outputPath = config.get("Output", "Path") +processPath = pjoin(outputPath, "process") +plotsPath = pjoin(outputPath, "plots", "stats") +fname = pjoin(processPath, "pressure_rate_stats.nc") +ncobj = ncLoadFile(fname) + +lon = ncGetDims(ncobj, 'lon') +lat = ncGetDims(ncobj, 'lat') +ncobj.close() +xgrid, ygrid = np.meshgrid(lon, lat) + +ls = np.zeros(np.shape(xgrid)) + +for i in range(len(lon)): + for j in range(len(lat)): + if landmask.sampleGrid(lon[i], lat[j]) > 0.0: + ls[j, i] = 1 + +ij = np.where(ls==1) + +# Set the map keyword arguments that will help draw the basemap. + +map_kwargs = dict(llcrnrlon=90., llcrnrlat=-30, + urcrnrlon=180., urcrnrlat=-5., + resolution='h', projection='merc') + + +ncobj = ncLoadFile(pjoin(processPath, "pressure_stats.nc")) +lon = ncGetDims(ncobj, 'lon') +lat = ncGetDims(ncobj, 'lat') +ardata = getData(ncobj, 'alpha', ij) +mudata = getData(ncobj, 'mu', ij) +mindata = getData(ncobj, 'min', ij) +sigdata = getData(ncobj, 'sig', ij) +ncobj.close() +fig = ArrayMapFigure() +fig.add(mudata, xgrid, ygrid, 'Mean pressure ', [950, 1000], + 'Pressure (hPa)', map_kwargs) +fig.add(mindata, xgrid, ygrid, 'Minimum pressure', [900, 1000], + 'Pressure (hPa)', map_kwargs) +fig.add(sigdata, xgrid, ygrid, 'Pressure standard deviation', [0, 50], + 'Std dev.', map_kwargs) +fig.add(ardata, xgrid, ygrid, 'Pressure AR(1)', [-1, 1], + 'AR(1)', map_kwargs) +fig.plot() +saveFigure(fig, pjoin(plotsPath, "pressure_stats.png")) + + +ncobj = ncLoadFile(pjoin(processPath, "pressure_stats.nc")) +lon = ncGetDims(ncobj, 'lon') +lat = ncGetDims(ncobj, 'lat') +ardata = getData(ncobj, 'alpha', ij) +mudata = getData(ncobj, 'mu', ij) +mindata = getData(ncobj, 'min', ij) +sigdata = getData(ncobj, 'sig', ij) +ncobj.close() +fig = ArrayMapFigure() +fig.add(mudata, xgrid, ygrid, 'Mean pressure ', [950, 1000], + 'Pressure (hPa)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "pressure_mean.png")) + +fig = ArrayMapFigure() +fig.add(mindata, xgrid, ygrid, 'Minimum pressure', [900, 1000], + 'Pressure (hPa)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "pressure_min.png")) + +fig = ArrayMapFigure() +fig.add(sigdata, xgrid, ygrid, 'Pressure standard deviation', [0, 50], + r'$\sigma$ (hPa)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "pressure_std.png")) + +fig = ArrayMapFigure() +fig.add(ardata, xgrid, ygrid, 'Pressure AR(1)', [-1, 1], + 'AR(1)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "pressure_ar1.png")) + +# The first figure shows the mean pressure (in hPa) in each cell across the simulation domain. It's important to recognise that in areas with few observations, the mean may not be well-defined. TCRM makes an effort to address this, by expanding the sampling region if there are insufficient observations in an individual cell. +# +# Next is the minimum pressure. This is where we can see some significant variability, because the minimum pressure in any given cell depends on the vagaries of historical TC behaviour, and we are looking at an extreme value in the distribution of pressure values in each cell. +# +# The third figure is the standard deviation of the pressure observations. Areas where there's a lot of variation are likely near coastlines and at the outer limits of the simulation region, where TC intensity is more variable. +# +# The final figure shows the lag-1 autocorrelation of pressure observations. For this variable, the values are all very close to 1, because the pressure values do not change dramatically from one observation to the next. For example, the largest change in pressure over a 6-hour period is only about *XX* hPa - compare that to the pressure observation and the change is (in a numerical sense) quite small. But this is not the case for all the model variables, as we will see below. + +# Now lets examine the pressure rate statistics. This is measuring the intensification rate of TCs in each cell, rather than the intensity (above). +# +# The first figure is the mean pressure rate of change. Positive values indicate an increase in pressure, negative values a decrease in pressure. This shows us the (historically) favoured regions for intensification and weakening of TCs. +# +# In figure 4 is the lag-1 autocorrelation. Compare the values plotted here with the corresponding figure for the pressure variable (above). We saw previously that the pressure rate of change is largely uncorrelated when looking at the autocorrelation. But what spatial patterns emerge in the pressure rate statistics? + + + +ncobj = ncLoadFile(pjoin(processPath, "pressure_rate_stats.nc")) +lon = ncGetDims(ncobj, 'lon') +lat = ncGetDims(ncobj, 'lat') +ardata = getData(ncobj, 'alpha', ij) +mudata = getData(ncobj, 'mu', ij) +mindata = getData(ncobj, 'min', ij) +sigdata = getData(ncobj, 'sig', ij) +ncobj.close() + +fig = ArrayMapFigure() +fig.add(mudata, xgrid, ygrid, 'Mean pressure rate', [-1, 1], + 'Pressure rate (hPa/hr)', map_kwargs) +fig.add(mindata, xgrid, ygrid, 'Minimum pressure rate', [-10, 10], + 'Pressure rate (hPa/hr)', map_kwargs) +fig.add(sigdata, xgrid, ygrid, 'Pressure rate standard deviation', [0, 2.5], + r'$\sigma$ (hPa/hr)', map_kwargs) +fig.add(ardata, xgrid, ygrid, 'Pressure rate AR(1)', [-1, 1], + 'AR(1)', map_kwargs) +fig.plot() +saveFigure(fig, pjoin(plotsPath, "pressure_rate_stats.png")) + +ncobj = ncLoadFile(pjoin(processPath, "pressure_rate_stats.nc")) +lon = ncGetDims(ncobj, 'lon') +lat = ncGetDims(ncobj, 'lat') +ardata = getData(ncobj, 'alpha', ij) +mudata = getData(ncobj, 'mu', ij) +mindata = getData(ncobj, 'min', ij) +sigdata = getData(ncobj, 'sig', ij) +ncobj.close() + +fig = ArrayMapFigure() +fig.add(mudata, xgrid, ygrid, 'Mean pressure rate', [-1, 1], + 'Pressure rate (hPa/hr)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "pressure_rate_mean.png")) + +fig = ArrayMapFigure() +fig.add(mindata, xgrid, ygrid, 'Minimum pressure rate', [-10, 10], + 'Pressure rate (hPa/hr)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "pressure_rate_min.png")) +fig = ArrayMapFigure() +fig.add(sigdata, xgrid, ygrid, 'Pressure rate standard deviation', [0, 2.5], + r'$\sigma$ (hPa/hr)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "pressure_rate_std.png")) + +fig = ArrayMapFigure() +fig.add(ardata, xgrid, ygrid, 'Pressure rate AR(1)', [-1, 1], + 'AR(1)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "pressure_rate_ar1.png")) + + + + +ncobj = ncLoadFile(pjoin(processPath, "speed_rate_stats.nc")) +lon = ncGetDims(ncobj, 'lon') +lat = ncGetDims(ncobj, 'lat') +ardata = getData(ncobj, 'alpha', ij) +mudata = getData(ncobj, 'mu', ij) +mindata = getData(ncobj, 'min', ij) +sigdata = getData(ncobj, 'sig', ij) +ncobj.close() + + +fig = ArrayMapFigure() +fig.add(mudata, xgrid, ygrid, 'Mean speed rate', [-1, 1], 'Speed rate (m/s/hr)', map_kwargs) +fig.add(mindata, xgrid, ygrid, 'Minimum speed rate', [-10, 10], 'Speed rate (m/s/hr)', map_kwargs) +fig.add(sigdata, xgrid, ygrid, 'Speed standard deviation', [0, 5], r'$\sigma$ (m/s/hr)', map_kwargs) +fig.add(ardata, xgrid, ygrid, 'Speed rate AR(1)', [-1, 1], 'AR(1)', map_kwargs) +fig.plot() +saveFigure(fig, pjoin(plotsPath, "speed_rate_stats.png")) + + +fig = ArrayMapFigure() +fig.add(mudata, xgrid, ygrid, 'Mean speed', [0, 25], 'Speed (m/s)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "speed_rate_mean.png")) + +fig = ArrayMapFigure() +fig.add(mindata, xgrid, ygrid, 'Minimum speed', [0, 25], 'Speed (m/s)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "speed_rate_min.png")) + +fig = ArrayMapFigure() +fig.add(sigdata, xgrid, ygrid, 'Speed standard deviation', [0, 20], r'$\sigma$ (m/s/hr)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "speed_rate_std.png")) + +fig = ArrayMapFigure() +fig.add(ardata, xgrid, ygrid, 'Speed AR(1)', [-1, 1], 'AR(1)', map_kwargs) +fig.plot() +fig.axes[0].set_ylim((-35, -5)) +saveFigure(fig, pjoin(plotsPath, "speed_rate_ar1.png")) + + +ncobj = ncLoadFile(pjoin(processPath, "bearing_rate_stats.nc")) +lon = ncGetDims(ncobj, 'lon') +lat = ncGetDims(ncobj, 'lat') +ardata = getData(ncobj, 'alpha', ij) +mudata = getData(ncobj, 'mu', ij) +mindata = getData(ncobj, 'min', ij) +sigdata = getData(ncobj, 'sig', ij) +ncobj.close() + +fig = ArrayMapFigure() +fig.add(mudata, xgrid, ygrid, 'Mean bearing rate', [-10, 20], + 'Bearing rate (degrees/hr)', map_kwargs) +fig.add(mindata, xgrid, ygrid, 'Minimum bearing rate', [-100., 10], + 'Bearing rate (degrees/hr)', map_kwargs) +fig.add(sigdata, xgrid, ygrid, 'Bearing rate standard deviation', [0, 1], + r'$\sigma$ (degrees/hr)', map_kwargs) +fig.add(ardata, xgrid, ygrid, 'Bearing rate AR(1)', [-1, 1], + 'AR(1)', map_kwargs) +fig.plot() +saveFigure(fig, pjoin(plotsPath, "bearing_rate_stats.png")) + +ncobj = ncLoadFile(pjoin(processPath, "bearing_stats.nc")) +lon = ncGetDims(ncobj, 'lon') +lat = ncGetDims(ncobj, 'lat') +ardata = getData(ncobj, 'alpha', ij) +mudata = getData(ncobj, 'mu', ij) +mindata = getData(ncobj, 'min', ij) +sigdata = getData(ncobj, 'sig', ij) + +ncobj.close() +fig = ArrayMapFigure() +fig.add(mudata*180./np.pi, xgrid, ygrid, 'Mean bearing', [0, 360.], 'Bearing (degrees)', map_kwargs) +fig.add(mindata*180, xgrid, ygrid, 'Minimum bearing', [0, 180], 'Bearing (degrees)', map_kwargs) +fig.add(sigdata, xgrid, ygrid, 'Bearing standard deviation', [0, 1], 'Std dev.', map_kwargs) +fig.add(ardata, xgrid, ygrid, 'Bearing AR(1)', [-1, 1], 'AR(1)', map_kwargs) +fig.plot() + +bearing = mudata +saveFigure(fig, pjoin(plotsPath, "bearing_stats.png")) diff --git a/PlotInterface/maps.py b/PlotInterface/maps.py index 97ef598b..4d3e59ff 100644 --- a/PlotInterface/maps.py +++ b/PlotInterface/maps.py @@ -193,8 +193,9 @@ def addGraticule(self, axes, mapobj): meridians = np.arange(xmin // dl * dl, xmax + dl, dl) parallels = np.arange(ymin // dl * dl, ymax + dl, dl) - mapobj.gridlines(xlocs=meridians, ylocs=parallels, - draw_labels=True) + gl = mapobj.gridlines(xlocs=meridians, ylocs=parallels, + draw_labels=True) + gl.xlabels_top = False def addCoastline(self, mapobj): """ @@ -438,8 +439,8 @@ def subplot(self, axes, subfigure): vmax = datarange[1] CS = mapobj.pcolormesh(mx, my, data, vmin=vmin, vmax=vmax, cmap=cmap) - #CB = self.colorbar(CS, location='bottom', pad=0.1, - # fig=self, ax=axes) + CB = self.colorbar(CS, orientation='horizontal', pad=0.1, + ax=axes) CB.set_label(cbarlab) axes.set_title(title) self.addGraticule(axes, mapobj) diff --git a/Utilities/loadData.py b/Utilities/loadData.py index bc1981ae..b5b3a7cc 100644 --- a/Utilities/loadData.py +++ b/Utilities/loadData.py @@ -171,7 +171,7 @@ def getSpeedBearing(index, lon, lat, deltatime, ieast=1, -1 = positive longiture westwards. :param missingValue: Replace questionable values with `missingValue`. - :type missingValue: int or float, default = `sys.maxint` + :type missingValue: int or float, default = `sys.maxsize` :returns: speed and bearing : :class:`numpy.ndarray` @@ -729,7 +729,7 @@ def filterPressure(pressure, inputPressureUnits='hPa', :param missingValue: replace all null values in the input data with this value. :type pressure: :class:`numpy.ndarray` - :type missingValue: int or float (default ``sys.maxint``) + :type missingValue: int or float (default ``sys.maxsize``) :returns: :class:`numpy.ndarray` with only valid pressure values. @@ -752,7 +752,7 @@ def getMinPressure(track, missingValue=sys.maxsize): :param track: A :class:`Track` instance :param missingValue: Replace missing values with this value - (default ``sys.maxint``). + (default ``sys.maxsize``). :returns: :class:`Track.trackMinPressure` attribute updated @@ -771,7 +771,7 @@ def getMaxWind(track, missingValue=sys.maxsize): :param track: A :class:`Track` instance :param missingValue: replace all null values in the input data with this value. - :type missingValue: int or float (default ``sys.maxint``) + :type missingValue: int or float (default ``sys.maxsize``) :returns: :class:`Track.trackMaxWind` attribute updated with calculated wind speed updated. diff --git a/Utilities/track.py b/Utilities/track.py index d1b741f9..1e6d94e1 100644 --- a/Utilities/track.py +++ b/Utilities/track.py @@ -101,6 +101,9 @@ def __getattr__(self, key): return self.data[key] + def __repr__(self): + return "".format(", ".join(self.data.dtype.names)) + def inRegion(self, gridLimit): """ Check if the tropical cyclone track starts within a region. diff --git a/Utilities/tracks2shp.py b/Utilities/tracks2shp.py index a0f0adc8..16a3ecc9 100644 --- a/Utilities/tracks2shp.py +++ b/Utilities/tracks2shp.py @@ -31,6 +31,17 @@ OBSFIELD_WIDTH, OBSFIELD_PREC)] +TCRM_FIELD_NAMES = ('CycloneNumber', 'TimeElapsed', 'Longitude', 'Latitude', + 'Speed', 'Bearing', 'CentralPressure', 'EnvPressure', 'rMax') +TCRM_FIELD_TYPES = ('N',) * 9 +TCRM_FIELD_WIDTH = (2, 6, 9, 9, 8, 8, 8, 8, 8) +TCRM_FIELD_PREC = (0, 2, 4, 4, 4, 4, 3, 3, 4) + +TCRM_FIELDS = [[n, t, w, p] for n, t, w, p in zip(TCRM_FIELD_NAMES, + TCRM_FIELD_TYPES, + TCRM_FIELD_WIDTH, + TCRM_FIELD_PREC)] + # For storing events as a single polyline: EVENTFIELD_NAMES = ('TCID', 'Year', 'Month', 'Day', 'Hour', 'Minute', 'Age', 'MinCP', 'MaxWind' ) @@ -68,7 +79,7 @@ def recdropfields(rec, names): return newrec -def tracks2point(tracks, outputFile): +def tracks2point(tracks, outputFile, netcdf_format=False): """ Writes tracks to a shapefile as a collection of point features. @@ -76,6 +87,7 @@ def tracks2point(tracks, outputFile): :param tracks: :class:`Track` features to store in a shape file :param str outputFile: Path to output file destination + :param bool netcdf_format: Whether tracks are in TCRM format :raises: :mod:`shapefile.ShapefileException` if there is an error when attempting to save the file. @@ -83,7 +95,10 @@ def tracks2point(tracks, outputFile): """ LOG.info("Writing point shape file: {0}".format(outputFile)) sf = shapefile.Writer(shapefile.POINT) - sf.fields = OBSFIELDS + if netcdf_format: + sf.fields = TCRM_FIELDS + else: + sf.fields = OBSFIELDS LOG.debug("Processing {0} tracks".format(len(tracks))) @@ -101,7 +116,7 @@ def tracks2point(tracks, outputFile): return -def tracks2line(tracks, outputFile, dissolve=False): +def tracks2line(tracks, outputFile, dissolve=False, netcdf_format=False): """ Writes tracks to a shapefile as a collection of line features @@ -118,12 +133,16 @@ def tracks2line(tracks, outputFile, dissolve=False): :type dissolve: boolean :param dissolve: Store track features or track segments. + :param bool netcdf_format: Whether tracks are in TCRM format + :raises: :mod:`shapefile.ShapefileException` if there is an error when attempting to save the file. """ LOG.info("Writing line shape file: {0}".format(outputFile)) sf = shapefile.Writer(shapefile.POLYLINE) - if dissolve: + if netcdf_format: + sf.fields = TCRM_FIELDS + elif dissolve: sf.fields = EVENTFIELDS else: sf.fields = OBSFIELDS @@ -157,19 +176,22 @@ def tracks2line(tracks, outputFile, dissolve=False): sf.line([lines]) - minPressure = track.trackMinPressure - maxWind = track.trackMaxWind + if netcdf_format: + sf.record(*track.data[0]) + else: + minPressure = track.trackMinPressure + maxWind = track.trackMaxWind - age = track.TimeElapsed.max() + age = track.TimeElapsed.max() - startYear = track.Year[0] - startMonth = track.Month[0] - startDay = track.Day[0] - startHour = track.Hour[0] - startMin = track.Minute[0] - record = [track.CycloneNumber[0], startYear, startMonth, startDay, - startHour, startMin, age, minPressure, maxWind] - sf.record(*record) + startYear = track.Year[0] + startMonth = track.Month[0] + startDay = track.Day[0] + startHour = track.Hour[0] + startMin = track.Minute[0] + record = [track.CycloneNumber[0], startYear, startMonth, startDay, + startHour, startMin, age, minPressure, maxWind] + sf.record(*record) else: if len(track.data) == 1: @@ -266,16 +288,22 @@ def tracks2line(tracks, outputFile, dissolve=False): line_output_file = filename + '_line.shp' dissolve_output_file = filename + '_dissolve.shp' - if track_file.endswith("nc"): + if track_file.endswith(".nc"): + from Utilities.track import ncReadTrackData tracks = ncReadTrackData(track_file) - else: + netcdf_format = True + + elif track_file.endswith(".csv"): tracks = loadTrackFile(config_file, track_file, source, calculateWindSpeed=True) + netcdf_format = False + else: + raise ValueError("format of {} is not recognizable".format(track_file)) - tracks2point(tracks, pt_output_file) - tracks2line(tracks, line_output_file) - tracks2line(tracks, dissolve_output_file, dissolve=True) + tracks2point(tracks, pt_output_file, netcdf_format=netcdf_format) + tracks2line(tracks, line_output_file, netcdf_format=netcdf_format) + tracks2line(tracks, dissolve_output_file, dissolve=True, netcdf_format=netcdf_format) LOG.info("Completed tracks2shp") diff --git a/docs/install.rst b/docs/install.rst index d3c9ca70..28908cac 100644 --- a/docs/install.rst +++ b/docs/install.rst @@ -3,15 +3,14 @@ Installation ============ -Installing TCRM is intended to be a simple process, requiring only a -small amount of compilation and basic understanding of command line -operations. TCRM has been installed and (lightly) tested on a range of -unix-based systems, Windows and Mac OS/X systems. +Installing TCRM is intended to be a simple process, requiring only basic +understanding of command line operations. TCRM has been installed and (lightly) +tested on a range of unix-based systems, Windows and Mac OS/X systems. .. _downloading: Downloading ----------- +----------- The TCRM code can be downloaded from the `Geoscience Australia GitHub page `_. @@ -28,7 +27,7 @@ TCRM. .. _environment: Setting the environment ----------------------- +----------------------- To enable TCRM to run correctly, you may need to change some environment settings. The important variable to set is the @@ -40,6 +39,7 @@ A complete discussion on environment variables in Python is given in the `Python documentation `_. + Windows ~~~~~~~ @@ -52,7 +52,7 @@ variables on different Windows systems. BASH shell ~~~~~~~~~~ -:: +.. code-block:: bash export PYTHONPATH=$PYTHONPATH:/path/to/tcrm:/path/to/tcrm/Utilities @@ -60,18 +60,15 @@ BASH shell CSH/TCSH shell ~~~~~~~~~~~~~~ -:: +.. code-block:: tcsh setenv PYTHONPATH $PYTHONPATH:/path/to/tcrm:/path/to/tcrm/Utilities - - - .. _dependencies: Dependencies ------------ +------------ TCRM relies on a number of additional libraries that are not part of the standard library. There are several ways to obtain the required @@ -79,7 +76,7 @@ libraries -- using Python's recommended tool `pip `_, installing a distribution such as `Python(x,y) package `_ (for Windows environments) or `Anaconda -`_ (cross-platform), or +`_ (cross-platform), or installing the libraries from source or binary installers (pre-compiled binary Windows installer versions for all the libraries (both 32-bit and 64-bit) can be obtained `here @@ -88,7 +85,7 @@ installing the libraries from source or binary installers For detailed instructions on installation of these dependencies, please see the documentation for each individual library. -* `Python `_ - v2.7 preferred +* `Python `_ - v3.5 or later * `Numpy `_ - v1.6 or later * `Scipy `_ - v0.12 or later * `Matplotlib `_ v1.2 or later. @@ -108,9 +105,11 @@ Using pip If you have `pip `_ installed, the required modules can be installed using the following command, -executed in the main TCRM directory:: +executed in the main TCRM directory + +.. code-block:: bash - pip -v install -r requirements.txt + pip -v install -r requirements.txt This will automatically build the required libraries (listed in the ``requirements.txt`` file) and any dependencies. ``pip`` must be on @@ -118,63 +117,27 @@ the ``$PATH`` for this to work. .. _compilation: -Compiling the extensions ------------------------- - -The model requires a number of C extensions to be compiled before -execution. These can be built using Python's inbuilt :mod:`distutils` -module. - - -Unix -~~~~ -From the base directory, execute the build process:: - python installer/setup.py build_ext -i - -Ubuntu -~~~~~~ -The github branch issue_25 (created from the v2.0 branch) had an environment created by `installing miniconda -`_ and executing the following commands:: - - ~/miniconda2/bin/conda create --name tcrm - ~/miniconda2/bin/source activate tcrm - ~/miniconda2/bin/conda install numpy - ~/miniconda2/bin/conda install scipy - ~/miniconda2/bin/conda install matplotlib - ~/miniconda2/bin/conda install basemap - ~/miniconda2/bin/conda install netcdf4 - ~/miniconda2/bin/conda install shapely - ~/miniconda2/bin/conda install Tornado - ~/miniconda2/bin/conda install statsmodel - ~/miniconda2/bin/conda install seaborn - ~/miniconda2/bin/pip --proxy=http://localhost:3128 install simplejson - - -The following libraries were needed to compile the C extensions, and run the unit tests:: +Using Anaconda +~~~~~~~~~~~~~~ - sudo apt install libgl1-mesa-glx - sudo apt-get install python-numpy-dev +To install ``tcrm``, make a new environment: -The C extensions were compiled from the trcm directory with:: +.. code-block:: bash - (tcrm) user@server:~/tcrm$ python intaller/setup.py build_ext -i + conda env create -f tcrmenv.yml -An error occurred where the include file seems to have changed paths. It may be a one off, -or it may reoccur in another version of Linux. The error was in KPDF.c and the change was to -comment out one line and replace it with another.:: +After creating the environment the user needs to move to that environment using the command - #include "numpy/arrayobject.h" - /* #include "arrayobject.h" */ +.. code-block:: bash -A requiremements file was created in the root directory called ``linux_v20.yml`` and should (it hasn't been tested) -replace the ``conda install`` commands above. The command to use this file is:: + conda activate tcrm - conda env create -f linux_v20.yml +The bash promt will look like -Activating the environment would be:: +.. code-block:: - source activate linux_v20 + (tcrm) user@server:~/tcrm$ Windows @@ -199,7 +162,7 @@ installations. .. _testing: Testing the installation ------------------------ +------------------------ The model code includes a suite of unit tests that ensure elements of the code base will work as expected, even if a user makes @@ -207,7 +170,9 @@ modificaitons to the code. The test suite can be run from the main directory. On Windows, run the ``run_test_all.cmd`` script from the main TCRM directory. On Unix, use -the command:: +the command + +.. code-block:: bash python ./tests/run.py @@ -254,7 +219,9 @@ system. Test the installation ~~~~~~~~~~~~~~~~~~~~~ -Run this command :: +Run this command + +.. code-block:: bash docker run olivierdalang/tcrm nosetests --exe @@ -269,7 +236,9 @@ To run TCRM though Docker, you need to mount a folders containing your inputs and the output folder in the container. This can be done like this (assuming you have a my_conf.ini file in -a folder) :: +a folder) + +.. code-block:: bash docker run -v /path_to/my_data_folder:/home/src/mount -v /path_to/my_output_folder:/home/src/output olivierdalang/tcrm python tcevent.py -v -c mount/my_conf.ini @@ -283,13 +252,17 @@ take some time. Developement ~~~~~~~~~~~~ -You can also use Docker when developping TCRM by mounting the source:: +You can also use Docker when developping TCRM by mounting the source + +.. code-block:: bash git checkout https://github.com/GeoscienceAustralia/tcrm.git cd tcrm docker run -v ${PWD}:/home/src olivierdalang/tcrm python tcevent.py -c example/yasi.ini -If you wish to make changes to the builds steps or dependencies, you need to rebuild the image locally :: +If you wish to make changes to the builds steps or dependencies, you need to rebuild the image locally + +.. code-block:: bash docker build -t olivierdalang/tcrm . @@ -297,10 +270,12 @@ Releases ~~~~~~~~ For users to be able to use the docker image out of the box without having to rebuild it locally, -the image must be pushed to the docker hub repository like this :: +the image must be pushed to the docker hub repository like this + +.. code-block:: bash docker build -t olivierdalang/tcrm . docker login docker push olivierdalang/tcrm -This can be setup to be done automatically after pushes through docker hub. \ No newline at end of file +This can be setup to be done automatically after pushes through docker hub. diff --git a/setup.py b/setup.py index 5543b6e6..88b0ca54 100644 --- a/setup.py +++ b/setup.py @@ -21,7 +21,7 @@ 'numpy', 'scipy', 'pandas', - 'cartopy' + 'cartopy', 'affine', 'matplotlib', 'basemap', @@ -34,7 +34,6 @@ 'seaborn', 'shapely', 'simplejson', - 'sqlite', 'statsmodels', 'tqdm', 'xarray', diff --git a/tests/test_data/windFieldTestData.pkl b/tests/test_data/windFieldTestData.pkl index af0fab751f8772a464a272b3c8016ae3fee57867..e831c6f5f2d74b66675016e62c4c4ff559be5922 100644 GIT binary patch delta 105845 zcmW)ocRZDUAI4L^6p_6nl#+;2HX%9`At75DWK>d$;vgB>dqzk}NJ3<9$zGXRnIR#Y zp6fh+y}yrg?(gTi-uF0nztQ(_*xr z-zLbL+bPBBSP|sc9uC_bwkF6QqVehe1MWS?yS1o=U0X3s&8$^PVn*Y^nWDTigqEbZ|3Zx#v*+$YG_5clo;1x{AUJEhqZi1O+C z|BJDFK#>1RW^K;*5F6odXdePgcL&bKI1uC)@2zHNKO)F0#xBzBdrXiYHtuFD2SxmZ zvmQF)=Vu)H_?-yy?!Sk8d%^s>+&M3v5ad}p_?0A|66ALaZSjwT+{3PF!OjHvdr_L< zQZ58}4&B$|!!AUE{8L>SZZA;fr~#LND?vU%ytbeoTo{4%bmZ&FX9W3c??b;-g75lfI4^q;x&8jLzd-u-YZ6L61o;?W zIpYX$%9Z}~2smWd6?OClK|W-o!1@*_?xGkR51ySiTxbTpj~P8(2WJ@9xw(7^@=HvT zT~c6n?u7_VFyW4csVVr6`;{os0t+gycdV9R3)&%*ttbDgGK{BRgGY1|>_Ws|}-bHYS zt`<)vWFwO$lm$aF=}hto6G)c)mn~8Nl5J9$wk?5`8rw0&kgV3uWYNQ(Am6ph_~QZ` zOGeiJZUIQ&X2o(3atRC4Yx6-a?cgBx9&qMu)OBA-7S(f>M+R=)<|sM$ z3moe@nI8qWB%5zrD#5Lz#6Njbb6Cu8)zU>kE}O-m25Cs;@cZofLGTcxg03s1vP-$# z!UdUPB+@*-fExzK<+UM`cl3vbNwDyO=^rP!G`7rUPk|&Ke4b$p1IcW|qDYau5hzOI zz{#()s_dwSL#}-#1SGzCVCPTj^l4UP;{$NHoYG|g>aQ-j9%IKKK58l#AR4#$aUo>L=fZpt}Hz&Z>&E2QFz}vk}EF~aQ zTj=z4iE z2Fa1QaOjpFI$6;A*|Qfvh@kP_^9GZTaiuoNf+cq6x#=MpZ*2q9B&b@p*SiR^EmI{s z1VXZ{_>5sQNH%x<^;Z!{7HDQ8{15c|p~=_)*{t=p9U~!`Z<&+%H8{4}&E9ehj@2+e zsGbMy$}cGA5h0nuj;EKMAlU(3_3vcMohw|I6Pgj`-ST|Ya(opa6VK5*+~_vO*R zA*r}kZB#L?bDPLdlE;u%P*)Y*ouF%%F9Np-)bEZ3;{3K7(+UP(n`o0Qg3WSeu9t!c z^5-FtwSi;9kt?Q>aE!0<)8qf()>!D> zeN7pDvN01eR!c~>yzjckQONbe zkA-;*T*`2@O@w6Eel_SAL9SWrsYWKqbvi+^y%CI+xp2(`ZgG8ZwUdNfQRnK`XF%%` zxj*rqIRAT;MwB%mmqxSV_!hV?P_ifuavdE^&Cr2dF;;}QZE)WS$D1jTE2BqZL={pg zbTLf)0<)T>lzbu8J-*cHqj2fYUSrX6kf@)lrHAD5;#-HO!1M&Bq{m41p;N)7T}b@5 zwpEf(5GHzmVnuf!Iyyr}e#9I6`Mu%mKhW+&{gxfNb*p?r`~e!A-%X<&ipjrs+)V*# zgGFxt1Fs#(t+^bA3)FP!)dVp3YSq$D@UE2a!$aXXjYo_M4Z!bu%;_({nI8h8pTKmR zP=yX67R}umjk93vD0TZkutiewGGzp=eD4A^sX^Q9*WdSoJdT9FoA`59x*dg6U|>_3 zY%}O791xxXvSl6}@Bj^Cvrp=PQL`4=T%d1}vgZILfnM~ z@wK^gIwsjY88fZ{c6tan&SGMRj%$X`K}r$7Pb}bZ;fA-bk<3{U?;try_JXrJiUpD_ zFP2dK2IsHLOjnU)Gktz48nUSu@{d|WGS@SIHf7*gW|D&|6&za%Z@AM73V6B@zrKNF zniJk3c9864{-p*fRFd@Xh2u`h<@!eUWgSR!GE~YRl0B-ZxuOZll$W;V=pdIdBNtU0 zXm&p)GYFEU`$>1JL#{3QK_3cSxMJo+Dl0*@5@YwLaI4F?v{DpqMOZ#}n*xg+h*v+o zgj}Vv+v=K-t4U*1k&JZZ3XyZo0x2(5{x*hOU4JzmQ9vr1>XWP4V4?xFh5@7syIQ9G z4}9}YuO|_5MSSGURDfLG*Ggl5fLDL|TRcW$gAcmf_9H=FXS3Ku(DK396A>iMOXR2# zEX3k`;inr4sDjqWzNZ4bsg^2#7TxWkO4iH+1003RkHP`WtQHD(HOPKg1=)Q=)AS+< z@|W7~?8*W=lXIVuMG@qEM8eiDf_LURWCFpQu7iBvKsi31uzz57Y}7r$XjE_2efg~x z7Sm<>kKY9=HMEvIzz^pI$U?!(Ml)BU!EDFAl}Iq~S^IJTShaiF+y(qHOr>=Td&8~aWU+^M&8{cj}BfA-aaloagT?1f&0 z2DmL;Z@h@f?At642ZNQhAL);Qi`|@Bg-F82a&?ai_}Ny*v>8cF>wa--b0oRcm*XRX1KVLrko(S2#e~Sokf@G^9 zCUPo}tVqpJlM#~XUCOWd0j5;$fBlvuTk4fxcOcp7m70Xpkj!QEYt<@v`FewKAtY-F zWWGa^Ec9ONsx;(sOfCMm2Ab`pex3)%inBMo?cmtw&%Tt$;a0%r68R_*i?;L1j?s{e z(r82f66BhZO^7FhR2xnDlApk9F9TSwL$1bUrz3QbimYHjr5H@{es5+0xfBH2RcRpA zW(reZ4yYOacT5jXO?s4xt%Ah&Ibq>QO5a4OLKw;2`S{4W1}uxQb|vZ~+SiRUZj)g0 zt>a?$sDRSxnZ_Czn5RQ@LRZIkY z-%F*4#j~B)z&SIpqM4!Q1Nd_4;MNNGn_9V8A`Z_7qSC{5V9J;#@j@~dQg7}LHGu0= zY$0=?h4hgtdtc(xX_Cyt4$2XU8;8J9$J3L1;1Oku#e<-io~sZ&XqJ5T{U&}dD)7?t zLC|ld_4^l)ZF#Fa0L=WIe$x<4-?cH$4R+OyTMuGGcUOrk9FbT=J(xMD0_KicCoW(T zg`E}k5n#jpgqqXfCjW40112v1Wjt&Gey=ak`GrK9c+L{;gWB~)gNsPaJZ`AuhBGcu z1&#s=kSto6_74Xf%S~XT{R$3bh|rJfWxwyfbGcO8zYiny^Hgj>V~nw1+pSUhOiIvfJYoJu3K zRUsEgx$yKhXt69jm<`GPGjr#=3AvQLc+#05RdK;v<0|k$^Ta_r$hB4-(#`>?ykE^} zSAnnpCOKHasUH^;_U%V9{F7V*nV{-S!v{4ab~cUj+(Z=V`~TooEz*TVSAH~z4p9qS z63lr84jt;UI*v-h0-u?G1jXvU5l*4I`ZH3s8Q>E|?EsP!M|VW3g@S4?opLro*CUso zn#LpQfy1VSAi13dCv5^jo+2>H*%(YC7ON$LG)2WG!wKl5HR5Fe%PU+U*rQ97!2vFw zZfo$ccJVhKFztF*Py!gyWX+cWZtX7c&j#N=Z*2bnP8o3QNdb#Z|4D~{9vtU=AAu7? zALw+zR5OR)0^q23Ct(c-))R=9F9Y9tW|6rPu}F%k%aH(cKF)efW5-G%r{lvxWix9b zDew}1n`t*DtNYn&eh)1DG=F_3iNnf4B)k8brZO^t9->B^5lCv&VxyA|+#~vw`>!iO z{-U>nNjqfQrOy5P16=#&{k{1GTpL$-y+ynZ$#U5)I!HsZa#kJ*I!Ja!ok4L76s}JX z{S4W7+}VY^A=!epAdMa*n^)A9J`BkY3&ec-4ThV?Iu$^&e2KfEZjkJfLKv9}Bzv{i zTt@}BZjF%7HiQ0B`|gt-=a-_d8EU~Ty6@}6_cV};<;Td)25{rvPaiKx_VYL|ivr{l zPf4L%1AX_6n|y#|IZ7(~Za}UJ;<39}AlJ``Q1Lo2Z0l*wK53AxM^i(| z6_Q2lzaw=8l1+Tiv_1mK+$_#_FM}n{2i&S5+cmzg79o)A8i#*?F(ex?Ra!j)$)5kz zN}U566`m!Lz7syY@@ty(mG0Ar?B~*7FVdA-Dgd~ zpwO?Ho?x^4P`s(u;lYMr$DW?iPImBAmfdq=XZS@VnkPfB8B$)|XZ}hK#rnM=@z9PZQ zGv_NMz;vJFL>f4@97L4;`UeYR6W23sknLxc-!SQoW_Ivaoj+vD8C{yNgk%L;$D|b@ z*%|kRQZ`6tQG4aVZ}5xwKD|oFmX#c65e~`N-yeK)6O!#^D`7Yd$sYO(XYYVpE@pq8 zeFIGbj`@X=9J>|JWC+K|i0_m%cpw)`VK)63826gM`4*Bbrk=L9fMjpnSy_)ju6;4F z`$xegvMs%MNOnFlXi*Px?bZ|iK?AwWx?<^SNGuq5<^;JosG^Pt!L8S}rsD%()hbh( zAIYs;?aPvIN`-7Re-tE+rC-hRMI?fcn|GZ=RL^%dIkbb`r;MxbBg#WW?boCW3Gbut zf1`p>os>p$}vkOl&K!u&p^YlQWcRo8wOx{qlQwJO5bJ?ZAJMV)IaD#$L z!_k}gyju^1zOXPXvGqkZwc-n8kJGh|~G{EyoVvQZ^AeV2!188`YX4nneSYt#Ns z@VD3j?rzBDIQIC(N5~eC=gaB?*?jNw*O@@F1g@FLQ;;lM{JhtHkc=h7C87hg=*X){ zf@2*f<7{`~*zb$YAw)??R?hhA^iIgtr>g$nSMW=z)9wIB_Qg+BRtu6%s+`E8hg|A{ zmF8{WjpgT8gCN32$aPmykZBL((obsXEd|Zg1_vD=7vFdRhalV{aLT(4f}i=R zw}apo#dyA>Jly(p_b{<@7K_H^-l-@g5ic3!qkxDW|5xKY0ZJw$dc8n|nm<-e1rTjn zM%?Eb(DLz5aZ^NZ)avwX5j^_bQv4aJ;UChQp+OB|m)W<90^`P3cp8<6y9wZ!a*#Xb8 z>C8L^>5uH9O(apla=jEx$n8z&1W$g^*d7M$ZdM)`1L>%IC8t{n+m%h^hGffze;3Fh*@PQ)!Y?qNsNmcL*kZhLoF+mKH#VS6kSO?u&m@SGS z8RI`~DHlk_@Fq!K7IIkx+BvU-PHxc)xsYs9?Q_CixFsoj-|Z;rEQ|XXGywi|s4fqN zTSfNXyOiGG{P#cOF1G~9uIMscNkRgQhPj-V5KY^JzRe1_-LSML9+B0u%Y0Bkl=0lD zEF&NbYvHU5qJAM8-pPV0uHNagP6sck)Ss6@RpGwhS870i*Q3;Gq>2k27`}mKEZdRi zJ|MB{*93BjSlBTIn;gu-ecQpm$qjtdzQNHCUNv(2BlHnT)b;Lq1SXWfr~eE#WdAoc z3&w4}GUmv}S1PNK%V)v*$)G%akaw4bn-%!z(StlYQ0< z@tp$v`rzAAA_iHic*!6No-Zu2E5@YskPHImoBpZn2bG-q#B+mZfJqWkjohN3$gS0V; zeF1QbnW)S%at?BJBq#n^23zCT7vEy?@6C$ebdktGS$3^mNQlv~M<)ZMy0eyW1rd6U zeg3ry_W11n6^)1^Q)`vQ5&gW`gP0bO+h`y0CaMY8v~d3mx<3CYtJd=YD2sL-|2aS@8Yx}|Qsu#a_bI~D1 z(`!?3qr&pYl* zOvy5&L7wbSvdbK zKdVf9L}Ujlr$ku58xkABj}R&I@B(`qBKB8MJHihhos{~+2iYEKmoU>ovQqusw(Foq zi`uVY$R=IE>r)Ha+Kn9L-a|GrrNUkQkZqiIxYY)-y_4`xx&X({KBKsI1djdwFZj$3 z()a%+$J4*RgY|KHV@NL;Du0Tec7tS_##=>~A(`xU=V@L@#^rAC@;B%oesS#!B>VWq zQO$#Nx8zQWy$Hz~EF@=WAy?d49wpMFmtlwUyKqQWewCX?2X3jk9>}7HTUDupSDQfP zLOTwkHzaF#s=9O*a$Pwn-}e`k)w^Hu4ijsQv4k5U3BB{iV*8NH!D@Bae2`J$hvIca zctKX++&)C=Ker^61!fhwbZe1Z>Mbhy4Q`&_eC~rv-n1_kaiJ;`MaAh%aD{j&KoZrO zm^l*pO0Zb)ejy-}hhJcpWBUZU-0!-_`x#%4Tf_5wz*xTBk0-%Z;RQ9he7MoW(DMS^ zzpdKX2tH+aFiBp3XT15rl`~+*Pu=eZpn-Dxy@#OCnO}v^L5-R1B46YE zn4>vWxF$%r`uD>m2B4vPtL_NW-us@r6BO1{6@HFEYsnt{+W{_Cs98B6i5#NZ!pAX0 z^zrj6W(`p3<+HAAM5mpXEJO#2g!SlHA=+I+wVox2e2Vq^Uuw{$Jghi58kIcsz8(zO z437OL;SAY6sGd1#0olIkc`Iu`Hb>hc>obt8C}cH;4USc`kJN8~>QniPeQ=HV@`Tm? zFObdoQ8r@)WZNflhU^|Bi&&3rCO|Ul;@GF0kj%f~6!{-;$UVfm0pb{o_EgGSOge2KcGn0AgjgRuKtqy>h8R=|%4i>aYm3BO zzjg|9gMNPkf1RX0ZZi{jehS=}IyRk-~Jkok|6^;3{{eXi#$_~+)r?sXjaLk*wgd(iws zc&Rq{^>X_7A~s5 zCN8TJY6aQKO3M#kgk<4+CH;;;vKp?6*4>b7XNCFnAQ)XO*ZLW9PKHmSJHOWScrsf8rV(`>!~_=_uUVU#*++3$$1# z^5kVevVOyNpKKvnPkvnTaZEJGlH)T0`sjw;B29X0zmJ$cCZ|_qo8ONl1RPx5E5Oz} z>>c(<>ZVgi8R>$h>sH9x3@#X#$3I50chfre97N>v5w`2)pyZy={nt>*t6lz08(<UUke4)aThUxCom1{s?9VjSN*=25|uOv2WL6L5W9g;iL_` z_kUQjj12`IvJs91#d3ILg+Zf-bJC?4pgrU+kpMm~+tjbafW=Z02Na8N{vVOfW6VVY zR4e&`JRpVXc9$2T$)bFDauSi*EX|H8f}<0z!cmA+r-DtJbT4=_l=DIqRJjyPnl5x2`U zvM`ct+XE55Nw?4M9to$HL8g5^R6^(FFObd7v4AZavU$~4r96ae>n7*tH6WSQ zME&AXNS3N6pS}gMKV@QRg>3gvXp1I6vJ;E%$?V`51*?mPEF2rmuPogIw@k17%5NrO zF>W8~5Dv+rxp;SwBr{DBHD<>o`(%5|Z8@Q>2tw_2DuvO&;;5=ppMElHPy z%|gj#q`TZ;X#4t6Bvup-(Is!O;_-e^iCq8vEp$%7E^uiYq!0OGb*mhY=RG8w_X&c{>^1%h>FX)n z&hR@(p8}P5?#qdQ$2A1{c)`ZsvvQPRLQiYbIDWApy+k!1v`q?eA%f20<{>g*7yn@I zZyfj&`E*t^7(uRiSBkWu!W_FcZ1ls=6b5rJ;#t>+DGYMG$vNRRsH{xvk{rRL>6``a z+F+5|<od~%zpOm8`!(*07E#F?VC?mk$ltiY`Sn?34Z}HJqV&(fR>&qs zyu(%o*__1rG}9s5zEs0U5s#*5d%lj=VF{l!Ih+T<08iVS*UTC)zcjPoLtvCnj@{nbuauq-^akpOKMHTiYqu zLh#|Eb%H&T36oE4=gs7^ zIfZVn<+rqwx~gQn`tA<86A`R7+>LHsyqJ_Cz-Y1fY;L%4OF{5YGPtsqN;p`J)6;Hq zM+oS;HF9?YWKy(UG^oMz#MZC%4`4SVE5$n4^i@Akq887BOnlkaprXzF%8*(j9-j?v z*Ja=br%xH>7J)(WlA)zwq-~6I9+;&Z^ePeDO{Xj72Clx{^3VZI97OuLz=8t|p#wO8 zORFw<2pCZ75+MWTN*KKvz=p_1%c38GIVCqc{sSkpcNX|!0GV?^sgy)41cdX*+%cgh zmk##=Cf5iRH8up}hs&u;kVyBN#b@jwRk6T+(k1!MZIP97M0j9D(vupzdu4fB8xc#q zNlFYyF+<+stIm{hxc&SDXK zaoTqx3klFfd_Q1=M3gTo?BPRF9;yrpec;;Kj`lz#IB4zjTmi{Gy`lGF9t2etnnZm{u=!Z|}kpU}a3JQ$UfQu>Wlpd#zWz=U~JCTRWYSYH~>e@&y6mag}R zi0*1m3#5}cGEr3r=?Y9;7fT@By_71EPmqoK%yHWk$j0f$932kXd=AgPCcVLk)E9TV z3)#dkmvfQso}LvIcjO`4&iZ}V`5>8+g!tSZIA%07yo>bQa8z|Xsv52}I>#pChKNh( zex?JCkZkkjwarVAjQ4qkJn2!4ysB?v0c@&nTqwhiKdy=2Bwfi$&oL?MV4{+Iix>_} zs6qbb&LGGa*8lAlCfBBVSZInw`pu)24j`dpLV{LZU~!@ze*lu>KUQjY4vB^|*a$8Y zvA8FgeBuovZ@ktZt&IwLJHC-^f#I2CEXn9dkXB<&3Egc=n(ZF}+q7*`9MN%mt}bS`iBN9yTVT#%t9NA}1D6pWO%p->)t##v zL@g{X7(|qKg4OQ@k9`2^bsMkOgH};D&ALHT!tn7PaNbP&R|Du9SJC|mY@=vB8vwp| zYVBkM%DzaNr)=Ac6bU67Jx`-0ihPpw*Bn^0c1WaPgHKk&d>d% zpS}pnSE^Z-VKP?6OhF;AVJ$x)1QYY}+VK5B5<9PRaH@g^_GZH|NT@l3t8N_0l?I0M z3V|04U1aYd(dm(s*U}L6Rl1JWVMMPc@vNB>aSqj}3E}-}{WRo-az18huV+HA(J=`QtLxZ#WbzTglbFOL z?Vs2tXucW}T!jhif72chjAbC<4xy%i^Moc_wryHZ7ie{%IM6Dgly#( zXstpZ+muO)h%aP&ckAN38)Q4kVG`j0*%Si)(%gn@8UJ=((1&b0L>`<4>pH zn!><|Vj>4gHo<9`oscYS)0$@-3|z}KsD*4y1f|{-$d{>}fE3n>-`^o(9l>)wCWu^%&z77HReaxf>}VONlzeT<8daHm zZ0Kh|hnbu&?tKOeypk7m(6PAV_ux4&CvWtcE1clelQ5@j$LGssc>01z()`MIcHkAP z7W4kQ;8-*<$f+5N>=ycyhdS{jlzr3XHrVDK+m#5mSgL&g1{MUl6DGi?qyLzez&(!T zIt$>7@+!#@Fw*HbZ51fHM_M)t^bBzkGX)>mE4Z+MXB3_#)Z#dYOdSNQz)Uj#k7QsN z@ik3t0Csko`_u*l(UoTddscj?T8>A;Zd0$Np%u=3 zZc#m7S&H-DVbaGS8?u>B87;*_wmXSk+uo2ZQZVA?J;?T-BomVkWNV(^xgmxPU08ib z&WsH@Hk%$>0D~^A>wd$=6{?gy6ETRok^RR9m~6VyzDo&{o|_U{p+f>iQBTq$8d`Mj<(zr$9k|A}p(ovicT36_g{#50 zvOe+3-{G8tlVc$f3*Y>@1io&(r+cVF@eJ&tEof;2S?c*pX2Zf~{DoY~Kmv=hWZz18sqjv;@ zAn7v}K_Yi9x`_U>gQW}IboUa}7txvU2;&A7C}i{e${}>ABD(K|7`h#K#q2Ggk5{M; z#lxhp*}Fb#rfNX8Gtn9KS0LMf(oeCgknJspSg$^0t5ji5)Q4mT9o%) z`T^O>&C7->u_09{iWhIN!RA$i)1KIH-fTj%IR@Dw8>23R!Ndn2C(~ononANU$G|@q zmr8Syz&Q_lPj@8JOZ?V*SPc_> z^|aWP8gL(H>^~<`HNyv-1yNPZ?>=HLI7fal%mYG4zCyTHmTsg__`^7^#txr-1-$J_mIqB4yknUjN2c=Jt zZkM50Rvx4q){>UahjS)1<;|Z-Z?R}JdvtRl9c|~E{47ZK#=*Y-9c1g-s7QSU*~V|! z?+S-(CY}?mo{%lEP;TuZHlW`hYeJGOCC+)`A~x8nDByGo8#bd5*=E83N;d08%V1oy zlY2V`^WYdV&cL8Nl~+cdA%SZXIeUnDh~!e_k#9#3k+J^+;YBdv`3~74M3;Y$namwg zKDlM;r-X=gTZQI#A@aL*W>RG!=fRJ69Z|{M8#g_KQIW{=OzjcSy68egFe*I7@SsNq z)h@qSoaZ&`qVTr=^wbl?F*SK0NKj8ZU_$IE=7=3 z3I_T6MARlg?yYYQLPOZlBL9x-V0+s>D=*M~7sZnpuWNNY~gdXN0-ig0C(#Vy-sRlaZj#+V;Tp3ag3?*0Z4YZ;Ljp9W>jEcZ3#{U zk^gGL&e?l*@SX+(Q#n5SVIsfOhvx?{=}`OgYe&G|^Cp3oNZ@fXqxx$kGoX2He=m}{ zpb{xd3GR4!OZE(sG<&UVX^3PEiI?N(oDua8GEvVMM4u7(g(?S?Xn9;5|B8;3ru#4T zqqB6MZ0BF-&^xUnWd)szy<=G30j^ik#q2@nk#5?YUrX=?)NzxcyA;j{9f}_-!#!bV zYT6%2cj4LXqonT%d6N=kyW!fRTk|0*xJK*^tahY>Y-%TbXBZ*dI@^sK%#iJrmPH*C zWUH@#woMP&9Ls%wQIqU9Rk0_BY}bEBKHdZec1I8V#s;ns$DR#gLvIX+)S9qSuUt0v z0&IM8{9EHI48m&q;No)(wsqU*@huE`dGMmFQU}ie9g`oPb0G@vbC(tWf*0v` zsQNo;AQIJmq3U#0L8VW8{dfHZ#n#1I;!wHTeT_xAAtG#-jF9bx98#Jc=WK`n|GwUK z8SH$bw(r3RzURNUz55eXpCqR|KZ^VLyMwNg;Cy#S@psVt{MrukpSWJs^Yrt83|TCq z$3d;fW~X?;E8Z37_JHSSJ<0m;_j7Oc9E%584~mCs5wS3>wdY;N0i53WRQQ1^CxlIy z!9Z(@zEEuBqObxpIe0fqdc+nR4f!p(y8#m%{gx`h1A3A#@!!E@jk`ZT{Dg_Ax`eX- zAOW(`=9|aB$Hu#;4Uv%5KtG!o65D@uWGMp)?v?$vMQld2Dshs2vxqvm==MB0cx*L@pNfOAgUKZ%x?AYE{(s)jzK6CLqz zHHUQSeNAJxA>GFMzgu@9ophMz^nJ*te927b0c2DD!0Kxc*<3@LY)N0;^6M3USYZQI zfeVG^*iZwz!Wiko=FFKRegPZyav=msVgMTYfp2^mX!1~F?S2gST9O!NzJ$dTL(kJL zOis;vXgvps%!gj72t-6N`ztGMAu^#)&c7uQ;i*((B??5^EBLm$13W1{K#W7=_T3jf z%}_y~Z0>JvRN`#n*)jl5tumg9L}jjhMda$JFp2jP$3HM}lxt50D&9}jW#ZI@1Jh@| zo2`MzBK)6)LzYAL)~ET$aNx;-%8ww6lo;2EalD56PNazgE5+kG*FfP>ioePeI9sYD zE)l`HyQcgpAP@84$;T^#F|F*SLP##fQT1lJh zBjUxZ(WiG1dF#-xIwC4?UCr?IMZ(`Rr51P!|)DdyhDclw5 z0_pVZbQ=O79m~()r!OI0tWj`C8l)S`{<4w_>B@gihLXN&B@gMT*Fw6$;o!ZEkS^TM zEVTs(T5+nNZo`461}0cqv60{}60aMvvC3nX0kznuL}OG|2{v9C89ADbL9Q;G`j z{()cM&05$D2ZenUr=`Kl0Nt8a96*ig-q)+3_$k3dZP>sQ@wp{AkWl~V63J#e!6Skz z*!WZ!}Th}o;aoX+1F>sc=yGIL&EK)uE^Z-eDn-eE) zg&;Z~YGV^pl!s_*)=Cj=!p9$hEr@(DjOXqEDj?iS`Z115xE$KJW>L}TfQZ#RDhr*P z_&bjZSyJ^E=FlnOSDf!OI`-e5nHojs*MCr*>VpGQ9}}Lpz=^q$Pxo}{a2=WAl)Lj4 z7c!!o(&Y1cJbKX$n#O&@zi>1Y!#+Yf^}kOZR6{z3n{6}SAzgnH?bIZs({LBpUWIhV zqHzr5knI9j11&v1__oL$;R84jHTRLrhjHMuMUMIc*od>lmqRD8F~815KVfV%if-c0 z32eN^gCBq=(KrjSlJp~^91pl9DoDIpB%QV1I4D-F5ZDG`j4pZ zQO)3jGs9f+3RI6;DCM8U({G7;J4=@Pn`4*>^~Qsj?@^f8YbZS{86T0Lf(jIIrP=ncG$u z?tv3mnp%3Wp^o|#Rg%pLqYpcLu+gh67LVF6fad(>L3)r&^2Tdb3|4xFzuFNKbN;tm zI2j3?O)7g@gGAh4u1fqQBBIqZt%IA0PDa;bh!z|$Y>4MZq%S4~9ta}h|HP<2o<`)d zGA%D9QNfVu+b5)_<$f2-=TfN1f=_;44Aor=)SMAPmE{w%Dg5a6(bhXfE_BUjlQ>C- z?iaT6`I|VkM?GuOAo!}UANJ(GR1Tl zH@Z*iaPn>^@tVG>8{CNc$Cl6k8#fj2Alf>RnYe%2Xdb7LpSR&p@B&$yg5e)LlHF5? zDgk-z7hCo%;ET)IAM^?!@q+SIV^GDp&&mw6CJwmNUcjO-nd2cRsNedpy9d8`&E;{R z8(2k7qs9!*e&DW%#sT~z$-}9^vSY@V?6CpovB9ei*x1iWr)@US>6DYDF*Y36y*n`y zgDfTMg@46hwI=6TmoVsp>-bL=u&R?a@eGn6{`fLKsE%lSo5l}aLsa&AJBIEey3o*E zXD3A3t01H6hKPTc953=f6L*7jFPUs) zUO_rfhGLzP7T6v2)}gNz&-88U2D|Ssc0NfMng;ZJvLyObvNw`HWa?GDp@yx^Z(ec{a@O#;|0m! zU8HBWyp-u*qnK!yW2@36CZulV?w`WMJhr7zCXoP-TFTTY67gl-KiP+b4xgAg(}KiA zQgQ>!kf6xpw5)U_dVD?aN*E%xILsvd2$2^yRUXqp73@*4@Ob1fDB|nSOq|D}q)6c4 zD7g98zn~B-BU5yK0>-f((K!rqxAJP_;{*Q-lysB?4_AGze}@B(OYC9U2ZkzJ?=i(j z_ShJ)y~PH-3Q7`4XG0s$r)pO4i~WfZB@FbHuKAZG25b~ajPu06C$6Osb>a~P+3<|p6#q5GH6Y5dL#O1L5bcQEfNhAL{g zM!)5unj7U>DQT!m4v)ccsILB#`ytYMfC-OR%uXaZ`GgH_q3Zh9%T!vBQ+$)Ct|A2) zc75(R!V5WW-PbAE3t7CwC(Jw{-MaavW-6r12s?iNE3SBk3Je8P9r$pEjCxM9vR%Kb_kw92` z@t_hC`70^&?mQAorY$+CjKnxHhfm5QLCyF4#-y9m-@*^(0!a7^0m^9CK1Hm+^oi#u;#S1rM!P+G{$&r#=3OhO4+OE0EbYfE2`n znL}%Ep>DF#WDVzkep(CR34ZYF&(dL00T)l zv>*MB0heNqpPrk?`QO^SYWEKbsGRh8whw%A*ZnU&qUqO=QDjDBy!CP&Or-PGD`_u1 zB8@6q6WND|izoktks^$V-o7`)P<_$ECFP;Xmpgd=8)GTVY5S*t&676TipMcl6>tNXM|t z`B)(7QtZFJmX6PNkr;UQ6~~j0usBQ{!v?5(lkk6Th?h;`EF7%Zsa3PnHDT<0RZ5p! z8Iv@%zZ}1c$sCTJ?X$w9Yfee|PLM8Nfaj7o5-2!oe=`(`*od-L#3CUz{%Y<-B<3eS zDwd1{Z)AyQCn8ZcsxFB*Bv1u00$`0KkhCHvL(8PIbj1bjedhU z*bp6`3(rq%RBQi>P73hoH&NN67(iHj!%`LlbrIVb<<&81o)Nv59wygF@fZoP8S zaKU{@_zef#Xl9@|umNev&jo(yfkZh1K{7Uw&SdPaV`w)v(x`Lr3*>W<7dQjt86V-PJI`a%jX}3ruu>(SXVo(&c-9u!_W_8Zi7I6NLhMe8n zLiEFy25T#*!tB|Pzcc7YRj1slA6*UT9cZXVceJ7=A*txJOL{NC10AdEq>Q+V&fkl6 znDM~{uhICg(_rZSi@g8i=)41|Z2vHhtU}o-qh4o%eLkbAP|r^?BC)+{arAR%Q=uWIKSRFD3>xjQ?CvmfWG8>WN~Z@S5)L+S=F$wB=`-!_9 z^m19PA3d~CXSFs9-#af8W5EK=zfmO-fDO0jRb79E0U16yog;?^%2)|2pb*;g(v8+A zjP<$AU?2+KZ_7Gz4Go0fvzR4iq9cvdqbqsnFmCU@o@xzK66-nS}*0KIxK(sNb$Z1B6uLM&yu)h z+qlvb_8n1Wr9RUgLUi40n;i{^lJ3V&5?>~=t&XX32u9Y*$=n52$X>3~c}*E~7MVOb z&k81PjMcJ!2b7=HoPNIoJTysn#Y!gdD7I{^)fmvla>XCLFor4CP60dOVUxFq^E`2y z<-BXPv;_D>+Dz@)@x9KE14_i?6#4H^H)k-{zMnL`5QhQkMMD}YFkrE;&EvNy;MO$P zw-pqW_cl#|1C@TedOt=5mFo=6_E@2l<5`N!L4ZzO*J&sX9hSs*Y#OQGTU{Sk-?r&wF@^O<^4H9) z5XJo-(MaO7Nv$-;Y=f*8IEy^Yk)2rC%Taw~8Ts6`h{$$<{v0D0vhK(_;Z z0Sji@+bwT_jW7<4FE(H%BF4^&o!n5%V#c}PCDd_w?@K=lLoHJCAeSBeHo!HM<(deM zap|}}4>gbd&xoJWP>X7Xk46MqxZtwyAKnj0;%BddYTu33P=`8eoH4A#hKBCm)TM#) z^zDs2f&p&Q48=ua;7MmC)lw8VLI%o`lMGte@-h+`v1xdk&V8->F&R1f({{59Y z{xg6o{WD7vFQAKZ{Uc@s=*(J5P6q(e7mDY_asc0d;kz%t#OK_{Hr;>XdnvU~hIokk z|1*YGt;A_Ie{6%#3j^`oTb@tDz&qaf@H{~wCl19IeL-QyXQnT02XqzBt|!T$gI@k; zeP-y0*(Ovr5YUM#tEOk5Q!N*t#YgB|ho7GNJ)GFeZ`oXjGuKS^`Le??wKTe;``}>I z*BU$05m;(b)bHs6i|yEwWiP>UuUI{+L`1+mJrjKwk>mxv)xM92lBy3<)dD(|iSv>T z$WZ98;mTyo7qT?hiJgG1S^0sF0iq9oW}&t{!?`cB(rI z+U8GFV+!3TX}0(QpErG27p4z=a=`yo8n!pEV?weQ1IUHNTdiZ@QT-SLR;XFt*i8`> zbXbA)kPHeGXC*OwmPN%CR@aIp(LrWG;8h`XR8fEZC>uI_9W9(fiH_a9OZxtU6SG&W zg5JZKAbyVbZE)&+zOvRmI5)y*HysZr1NU@ooP)J`VpNsHX`L$8RzMnXp7EdeCFTM0 z4un4WifAfc>2be6RHLND;H+F^m*di68G!mWt+UNO@Ee+rd5Zx6v z0Tyn*dBI4`>o1ms3MPS-kJ$tDE?}ootMHu~Sh}Fb9Z$?5Ia$%|{tWoux77yh1azEX zf5Hv`y8g9l1vmWr^XulRH}QE=n$Ewpr`Q0EtG(I+HmGA-a)~(Nz0?UY)d6(R1%?~X zp@65SewU`BAOXR{yu@jC{H@H6ITT#%JLSrRPOM#x#Z}SSE1yzr2SE2i&aN;P9lvak z)hvet9CQg=eQ?C2H|_Nb9P&{dOX66={_m31A*>23lP*uVTEkjvRS(IFu-dPy@IV@% zyCoEJq8brA{Lm-$5|MljwzHi;M01=5K0go{C+(X)a%3smIQoJf*}6nZxicf{_QyWi zOkjZA(}H0;m~f}f5?zBvYo+SG2P=z=m&j^pNI1=2Q0urv3)qzA#Z|T&YJJ|j&M^n& z`S<8o><&XMCk~eJEhuT9`dtk=LoMS4UjtR>VNah!D|r7kb(UNRw97BnwQ%9o}qiuk5Tw?y_C^Ba}FLk~O3?!Olk46(v<~e_|1|#owtj5ZK8Ie5) z`zZkDLyfEs;tt5emfr0?AS-`yd@>F2HMv{ddk*-HCCN+w#QWWLR3tw^KzFqEk^eD# z(Utz6Y#27Q(_XXiJ~sRI2KYj=L1!0CanO4vp3!icg8Ual^!s?tGfp zFGMvz(5^^8*Y?uhLkf}lMzDq*LdJGq<;zbX^OWD7Yc61*g8l=|c`y-I8pwJcjL?wO zReGENkIXAs2V+3BPE*RUhu%<2Q}|K!Je2AZ9c2N7q1M~1KbLiP;s|yq#p@w7gEW2a zEtEXP{&hNZTG;t5JM?06lAkL+&*jwOn}+Yd+VVJ5iS1rzVl8RFI5Y>#sOmBBtC(D) zauh;J4NLJS4yk8#%jT}2QoXw7a&J^ld1U^g1v>E~>wT|`&Q6t{RObMka)Wz+{zB)& z=h@T;;DqbL6q71AbB=rScs!h9j9EG30_O&c8A{dRWYCS>^6Y@Kh)jxU2~Ina=~)w3 z)5BNS*|S!$|If6(vm|Dxl*V538zQUxFt;#XWH(;R6!-&KIt*zrb|Tx;_tQ=9AnU4f zMon*IpVhN-Tn8+ez4Vi12OG(B)v9w~#XkQ1zsF!l(WN#r2`o`vu6^zRw#G|XyZ3>$ z4KWtC1AtR!y5*qf3<>vU?V1y}@qsnEhbGU7o`uA09{*hLdykMr21-gF&CEI8MCVGfrTtOrIf@qoy6Pr zA%0lxQ9i_B1nYVBr8oKlx^U_Jd6|f${LTEsr-) zNe@cHvBPG!YPJE+vJf+rDyODXRjNo4Yrl4k55 zGAi8l^Kd^hBe9hQ6(K|0Z9y&4>lT5~*Q zwL91hu?XE>=*PF8|^|eD1r%t95C7PoeD=Co8riGu3Fag6;CO zex-lA3+Mkx``g#cFmNUlO>#5}u|MkSa~gE+tz8dRK&8All}5Lt^3RqD6%**>kA)jU z9Xg8{SJ)npPUF{9E9}s@%ke$9pPAVI+ zyhA3bJBw^r+2v{+nU8Gx6~0kU)yR6xeVGw>te7th|;v#rFp6?5p_x zh?s2`jyfmn4Yrs(SV<&J!1m^tWa%!z7n_{?^926enz_H}3O*2&IAzm_FLZ3S4}8T2 z^li?IaDjII?D1np7~oP1lX)-(yjevpTZ#h8ogaM}K|xqe=u3;eCuq?4-F_6zbxwr+ zEE>oRt(HzlLsypOcweBw`jR)KnV;ymE%{WO5cbcc*hC6bII?`+(UJs<`u7Y*RKPOT zxXI`-Sg7oO)p0wZ`_uA*eLpPD(79RY0?XY8zVApy1f{xTMy-hC-r1v$3yA19ot`Nd zahly~;nGKhXXqQ7{19o*Un#{LL~MVX#2wp%%zaD3s@K3k<-A#~FyMG5ax3W=j%4}l z209^t=5(n2n_@sT$2`8TA5b~oZ1(;O$X+)7i5BMo1Ijo3%sCCUs@q~z!ntrQDOn#t z{5SuL%ZbFlkJbE)B0hhSna+~Y~^--t*f($}B|nbFzH^=2W%8ZkCSFJvk_vL{dz8UOTjNn=FjX5%B* zKZ5~Ukt?1Lz{C}`03l+E_Z3S~y*ZePEaDU21BSj#P6y(4oTSzNWGnwUAbTn5TYeMJ zeWcgC;Q|PIhZt2~;r-fEg(I7Q&+~_Xi8Q`AlcAq!iw*q^dGja{8?M@LuX=)k!lK)P z7cub8eg2%hDCCSh(>3DecCL^AZ3qfwmSOpJAB7jW9vK=%BUfeFQ)xFyIP{j}^6y8d z_mwt7&!F=hL6%bDTJP_jy!L(TmsQ}-T$!D5>Z`anK&PT=p3elUCI!pf0FLx5DD1| z+Ya?@A#1X*7DfqVpGy%RUwF-b z8#AsUjT*s9!(iW?ys*|>FJtF_uv&)7>%%ix@A!8tI1N$cbCSNEMKtMl^%81`YPVLU z20f0LB@yo8ACV=kN!M%@vVHhHF)R{U$9tanW`^wd?VFY%9$>!LPc{ApHk?~0wK~Ac zxk=4kx4_PxZzP%qVg~bZc(RHL;Hv#4bdwf`%wPwa?h(NE+%M#P3836MQ_~`ce_y>a z`N9F8A3n=`I|Un{Y0*=AiVgZ+I8(HY0pcsv-t%EVb1IK_M^QjMo!6aE6x5oZvZo9M zzTy7jL%4VY(dD&>w@&C#@8c<^6m?Z ze3)SV90*1#CzK@P!OW?L-kxcIsL1o~xtoAWeg1D136Q1T>JTylblP3t{|-StT6tIh zK=Xs|KFx++(39V_hR;c+PunRUAsjDF7gaJ5ik>9e!fPzxr zo3v5D#`w8faTIivu6&vf1u~f|YcHT+RYp~>ZZvQtTl-TnI#SAvUW`PCy@uz8PN8Eg zgXmO*1E(#%&e6jW1AbYnDLACla$VvvHO~Jel~X>~Vc|@*!vW$@c|W!*{U9uEu*^kplP=tNzzS|*@!iBNa*0A#%v zFS#B7bW~wF%JhIzPa$~Z1E6HRv0pzLpYzMA)~?0(?)fln5Qp3?F(Dt~5NuHGnXQ3= zwmp@(d=3Nm$yx8djY9Z5gPl83Sa@L7$rT*ZEyVBqBnhDMJ1_M29YrTD>I^%B(b>k# zrHDdwI&Li%)r-!T<70RH!IcbqSLLofaE97}G4?2&>VLrP5D4c4zjP&L1HK)Hc5c3a zwV&cSZZ6_4F8Z)eaVb1?r8Bx@22ngFC8kd1FTH=!LuwDd7Jqy`g({}M9ZZy2^ zrpOKBKr>$8xVD6h>;K-RrbPB`tfy>Q!NR2wr8GXUk!GM$DF9ZiEi9Wjz)nS%zu6YF zQevpK4{&{b9eO4bu!$AM-zDe9ZTMMpvx88YN@Y2IsP3EIrAqvJycg*JBLiL>6VLRu z#23$;|B{)A4ehOuy!Q|Tq?>Gw^kBdscdu_lC_wsNe8~_BD*nBG<~3kkOqE|~L81Ja zj;UoRJo`6=^-VP5aCnOB5*mxv_U5rgr~C4Scr?(t7%Ai=FPtbkX2G%n7`sTKA+hgZ z)fpL@@dvOj@M(`)BCI@Wz4wVLtd+R$6RHWTH3KITIAFc&&6uqvL{U!pbn*qF`EqkW zhjblNH}vk_8RZR{vTRSchCiyB`z0+TtbGj(FOL2$h3&={r)UuoEdyVfVlQ!aO7Sp z1q0N&$5@KN#Bku3zzi@lc)M3M9L!`Xy>}w6`8-eXdNPBlwr0ZzwNM5Te@1CQ_s(;l zsvnf?%t}}g^nFCHw+aa_oa6#_w&H`c*)OUDpuz6OX5QG)^3m}dHQ2E6x0R4t4D@Z$ z#g`GfyZ0cqGzxe>D3zyyf*9Q{e$_{TOD(@V4N&l0--T#xG~gXxVWNzNOpEwyMA4x0 zJB~9ffKqEu(AFlL5LVS(Cw&2pQuivVyI@g@Ed9kYST;TAlbiqx`L^AYItNSr&HO?S z!{Yn#riEg#ytZeeeH$WZEBW^8BO>9AFfo0Eh(sic=TZ?_#@Bbfo`}#+{R*=#BIP*l z+p-%G_Xan9B_`|vUavbpe1mV*^py%aRxBZTbw zmMR&fkfroBgI)5-_Il{lJ~?DvcI1ebII>rIw|b8QEO_mAblrsd)olAX09FL46N_(y z9e2rfvm;>XsZNc`7wDCWx)WAlO+EE&VF5JEoZa9Flq6dEL^>BQ8k0`v9fc|_Ch+&- z3ssk+xD=p)4mZeRu|XyFNY*zP;8SZ&7Cm(3hy|-Q1~z+?E8vNOmZvW4x`qNzGpb`I!w*d{=j*f0Nph4!C+=yB+KBdYAenP8^g*2R&&F0uy$1~`Z+7Cejqo_OU&ojELby)0LFr3tA++d z^M_65KsusI4qL7DM|7WKG*yoyO0ENG6T~B)b4;s^)QGx7PGRWNCJ9q41zI{yfPvll zBK-}(v3{pt!xON0@v(i;0X)^=8|2)8Np-Jv0kK++bV2z|2cV=0nv2Tk4RqM2wshqoI?fY6aBUC{ zv|Ci`{se?f`+IIM!XZXYL31fM*6!_dlDO+#`R}5a9UKi9O|cDt!`9m;Ca%Eo!?b$} zNf|gGc(eUyRE$h)jCb2rBO}`b1}Ex~naC3VwFYFkPh(TA7MXf#Ih&Lq<9VY`RcXjv zu=L_cFc_%z_Lbb$cc)w|hEECweT6NmzGBp0>iQaxF zPuD1^?l)ejdQ1Qf zW>}E&;ziN%Wm=IWF*snPrM@lUC>%5V7#mGbyqbaXnNv!IvtT1Cy};?AR=#0VGTP(CLd?SqlE|;ou0M{Akxs^ zPYlTr@fu0Usp}(XWMUMyYz6}%{u1PwU?Qj?`$GUAp^RPrbqvsyUZJ$v3y75G{a7gh zl^A8Q>^P2)&)Bxr)d9)^dD@CZKuPw^mH!N&thl(F_Ix{0OowQyoKou2a*oH0LHB=!YPSy>j!t^-1Aw(+$c zaI!wwMRPZtof`bqBu?!AS7a|TE5Ld;5#0$@M6q~As^lQDxh_TiQ4Luw?I<2rKz5ax zES;jrRO9yIV`gM5F6)}I3T@Go{?do+7fg+}=Yj>XA?__lFml8Bh!rcCnW!_Ce+V_< zUl7#*Q}X40wv|wq?u8<<-8lc}NyQAy?M9}7QXU7O0u8_1_@Esn_GjPYgR;Ing8tB3 zrF+ zHt4rpX!QZhvnW-EJ%C5v_0T9eU}CTQ8u<}0-g1;Y+k_)zt!DqtG(fq&FM-VmP)2F( z`e_6x1#c)Q3j@j~DZ1GWz&ICeltoPUxy=TUQuQ!E2j^(sSq$i9XZ$!01soBiep7;i zW*z)GJ5k_3z}M7iRJ=FJm5YKn^3|wm^P(fUp6o?sbf{;e^Unkwo4;>0Ax^)-CF^y; zaAYRLj4A;R9oyDNlLg0~H*ZFi!ofn1e94D!)Yp)7u<)fTf=b6nvx5a1zJM+tPqdG?%~B1={B`bv^|8 z^vcl%Z>Zi=p=#y@N@OPO=T6{>eAw4@CKKJTqM$pX!+ z)!?^7A$&sb#`00%r@G-g#GH{%uQwkzG=}ofo+Csf#@V$ug3wvQ9rXy}YL_J>L73>g zxQ48M08Zo{y16_9XILG`W><)Fg@>>3KUl{QQHkHx$?8IMoaff})l*{s?^O|;%)@~ta`sE#HDt{3 z)K(|}nG5=|tr9Dj_J}*VX@Lnwo6gidU}T9?KY<3!ST7g4&jH3L^(yslz}T_lJlB2V zG%IC6e-%)&ruy$8CY|rPW_sxYN~6YrRRKWxT)ehp6ENmV?Vfu_tpEG@Qp08^Hr)HR z{tofbDAx4X3u6r2*P`CxhC-gNeZCTn!g7C;uVkap{s!&u4S=xE(%-okope_zNKT`( zy1GD--{|yd7MUa+9Ei8*+O-?-X{~7Fi^G}xKY{lZ;MAtF$lL)qXZFvZU7G|;U6yk` z>A>RBHS=#+Ii^*T+1RCq2k8qe;-1r1rU+F>GRVqhTLf5DPC4M%zD>>+`X8OrHC7O?Z3U1?7`^xO>F1JX9Y zRZmh{u!bglIi{Nq{Vt&CTo29Fc@@|Q{T=x}+EORtjN9KZ|t zTbH@~(UH~hcj<-bR9huPu@9Xu*HM$L!U_Mn0U>s13FY{EIXKj~9_FtP$KG!kX`Y0G zd?32fuVu(d1`u#>a^I#-QhACzM%v4x4 zooxb)Ov|^)b8$qod-~tmXh12^%29b1P&&FaO&bA9+JBpT#Ph|kXA0fu0Oe}BO5ZoY z=t4>nc6y0J`HxLaJ?$RX1p(8(gR_6?KxWZm6RE&;U=?0Q(;DG-$O;8gYxo>eX`zajS z!>9719gdOQ3T5)!VWDWj$4TM{*t}~)q7fF84z)25&vFlJ?P9-!DDIW+Yl=oRzMWQf zZitGjs`j`ZqU#w@>EK4D$zr?S5jUw^Qq7mjkoAbq!Dts`f4SylHWQc_oo_I#f!=k# zJ**8@j!xV9v~gqq_wsAxk^xM?i;FEW(06WK#vRamflF@|p?7qr?*D;ypX%zLhiY2u z)3rf&w{r>-M@nt$_hdZKL+w;|i?Ly|(|hmmK@Uwe4PU{4)(OL7(B@8pg)E>s>N&&+6pj@Fqo{nF6k3w8NNJ?NPIxXRN_!U5s0!NdgQ z9!`e;OyEp=`2lSo;t07Qo0S0Pqp#pT0bpkTf0dc`fO7P1H-{0RoK(82Di0|8|N5|U z0?N8yy^sF_M!TYN?Mc9xqIspBM6AWQaWYw=1cyi)k7p%UK_yo>jkX7%l*|7)@&E(P zr3}Zu#K8W>zBM0FNbs2`jUOmXN?wkM5(R&{+_;^%CHtVwMkR!Xey!a2AdL=pdfT1Z zkB+a4{qQDMP8}$_+^GXc{F#mAb>WZ)Z9U0T2bS$8g-ENz!meitdlX^mGwq2LQCJ)# zxnn;YEN|Xb8~6_zDEmTg5|McO`n+vLL<{cAHR*_Ka6czIas9u@-!37IZ2#NI`|lex z=?KG>Y-FA@v6P_?7F<`!XFn4#+U?!u4MtLPNN?;H@M0lt#lnh!sGNLn4fI9HLy=!l zgP?asLOi(NH;&X)fqLBDKdT76DV@s838lR2#x;r0iF5p&x&g(6fRikA#JoFY*5M5hiXQZtv(IsZ@?#U7|nASu@Zj>Ok)bB};iCvuFP@4-1KFZ?|sIC)5=>%=Ua zU49#$M+P0&32b76q1)xw zfbs=9*+F6!d)|PjOAt^>-(Y7vhXKo!ug!;{fVtxV+mld`s%@un77Dzje(QP(3N}n^ zsegb5OpC&AG@&7>Crq2IXmFRc%+qJ+SY_L#`_JHj6a5^il>z(zy?3-*jj)JuOMapf z*7XMD^yb1!hlaC(NwAjI(9$~yRxhsIIeZG%|99T~nkph;czV2;2@wss-`JXjiak3z zhd<7&MZTDt=Y>cIza<b zOz{pmM?q7^iVl8&s)^IG2?H`o1*WT(&|^_$Hh$1Ts`Z46(AXHi%V(j>v`&JW(4uV0 zsV#i3t;Y7h`_T7X4GcQa(eWp7oy0in56Or-AV!HL(GnCA_oX_FM2iK3ZkeKX zS3jyn<&?y#QhvVNpKVuQ%#?<#62|zr^N?L(YVL9=vJ_nke_DlX%R18^JwVnAsohky$i7+f&FgBgu&0Gy zr5tP+e#>(!0*qS?4v|@a@wn(z-gUqjCsaHejU!}#IJZ|Ipu8pU%7nPFIkuY=l4k)b z*Sgh0wLvA%;pCrEIBz!(UghQhluzG&p&$d4%r=})W&vZeM5xspz^HOIX`K}X1f@4s z38J991cmcbD9~Zxz%C^eEVKKE&jB<*&A0BZiH5>rcfQd=gB@Xo=QPo9u)Q@SaSfPA z`r#F>081!5_Xdi?qR_KK)m*TypZDT8HLR?o`cu3N70r+-AArTrwe_PO!1A($l?TLh zThdSY$99NDcWZ9DB%(5i&HA?tRgU{RTaE~&@{1^lXsKzJg6I(SlaGA1Wza4o(OONg zK%%P_xY4*YtPqDoV&Ud6OpbY}m&F?T?hfMoj%r}zo ze>@Q9ZA3-?%}zRUL58#F=W<8fIyYyW(T;v}5r7e9CZ z5;6ZTt;Aw?8(B;@iX5m%Hpfp+JHJ6z4qSi#P9i&}IvM#DWSLK!zpy zr3^h~&?d3UrD0i6_dn41NyEg2Sl8>iptjTx7$2SxT5AK0%4*}ORec3a-N%Q&ArOa9EYQ*~5Pp*4=G-V`&Ua>6jii z?uEsyIU|#lu$=Q*u*)cv%>VJTdx#|7pfJ!I5tSRWFUTS?+JA2%zCx{Tg|T7nJ^%;lD}fR5kDEW+;c*!@rTxZ3q745U1_8bI$I> zc9~Che>?-V*&rpnp2ff>PBv1u&@Ph5S|=)d-`z>K7wV@uMIVF8PtMXEdyh`Er}EzJ zg-*|&*9k(WzK=I(i8-Fh$MPqrpyO})6%F7B%~W(o44kT++~)BV&Mhc0r>w!r2}!G8 zd!futjn{18FcsDe?R{~My<}-ExVvMd^C6@klpai zX>Q_x;+2#7-W1uY-l-%xBI}3zn^IoL-cqKD>LOU!TjeK30*t@3S=uiHM#eYV-(mpc zb1V0@7{K^d<)-Upz(|s|uw4x&E+X^4UAu@wq;Kt#mJgr|Ia4J~93o9mFuL0SO5=qb z+M|H7fT>tO15kGVPkK;t=I(jP)Y2ieZ%(a8Rpo8ooW8<)B^57eT zXRype?y+1xtfaB{s~!exWhVr8nZxRuo^CZ^Sl^}k?dT%(vfZEVYDBXpq#|)1QC)DD z8xTZi+;V`%?l{L<&YgrgC76&B$hax zmb_DHJ_UH>h7T>4Kxd+!%FRHR|BRL~^8&`#hFQ|kNeLMjWoSFA(4@5HwSbY@s2Ql#4AK@V1iNtnJ!byroVG^fB*DOLM@0ETV9K z!R1e!hNFHcvX>yDgXi`sS|d8=xi6{|h*G0t|J8ixW0Iy=uqv`1)c#@F0j5|SAmY#Rhv>kc`Q2LG+{fWqTQaV&UmqQRWN%K1GbIl>cl}G>{CrA z=6JF{OYw!Gu(e&H4zsAZ0LtE)Q;#G8Wz5y>ohnq=|6lt(IeZ9I?z7UgHwKm4 zK8^920!mj3)dCAZxo1v^>I9&4ml!;42`DG?#M_943a_Hf3{3!Kv_=q(A)t)1c*d*+ zD6g@*g((Bdma6;Kl7Q0Y-KR!kz5fBHnNl7Us^K@MNGwE%eka{WNv!|#urfZn0u9X) zz4QqkzAercAnxHjhZLwQ;e^N0l6m4rL~JHA!4pm${=$}X2o`b+hz+pAQn@z!{wb&; zhl6GXtUe}UTSuIR->cv6B%Y3i`W`0#486KHWhx1gt(XjaQ$&OZYYn4G{dmz9N6UE@ z8TUW8pd?PirUHsNe#qXI}Fu3>)g%ADrkmSLdzDEO@)PB2QYQqG8?@B zji$JF_BNC|EI_FWD*5v1KrQrenfm%YsIBpVm}}7ACtjuyP)1OTkURwOqTe_oi=g^v zm-Z5IXJdUw;Pfu&-Ho5SGEqR4Mu|BGbnlaMk=IaQkIRD}t0??N{@}6=ben=)ej_@w zS=idn1l?GxS$9Fl-sTT>)xim&CAxNU=x^?EJ7YLhbvv{Z)Ek3bB zNtYVdiQDSu8KS%?uw09Q{$Lj(SZF?~_ZN})yQxXZLL(03eziqZul{KUT}5=lw|how zkg4UaTkP+UvGgFf%5T7Ur`YZYCsan;)pV{vY2XdF&!|r$;p4t2aK=0*#pY~<6ODs^IE`|?>I5p2pF9sZhd_W7?*q;=bHhe z@T*WV;`w3fedmLZ0OMOy`-6vo@l9TEU?pIjdXkz+EWder`-t>iz^J}5kQ0o8N$<>` zO}L?h{T~HaEYOk6e?sNNRE$-j#sIPA)B5N)IZ8OuL$4qA87kM>ajOXqeW)DcOon6X zT`8@0u=4MD88r!5+Z#6`w*=*6mes3(<-MXmnOqTtYW2gtoQOtiDG@VwaJ=HD8y;Mc zv{attClhP5>Wu0rZ$hn^7nO+9F!zdfd=^x(qr-^_EX=-H-yH(I(U`nz6nfcWDt#~5 z`8iCn(;FI)a`9ae)ab;N!yD-DY8~;fgciMT`vJ9ZOZ&J8{SobHHVV~H^5L%I#s05U zFy$DDH&RndVl<$+uTQfrVu04O#cva#EX)V*2|}ODv=*15pvNZ$ev3kx>NJLl>xT6V zYaeQ8<4>9;55UOpka+4PI+V7OEf9hh9FU6(f&+$~@T)JcLQa zIv+FJW5UItabvdp{1d>aoWRB24;Y&t@06bcjH?p227Us@Qu6IAnc_Wo* z3oD@f&y?F@H=s0T)*T~$sO00&c9!@RZSM&I24O(i&|>;g5K#V_%vt0Elm}jy9N`9( z<|d~|^sJzg?$b;~7b;gKe;QtcPMCFn%%!6ZHq0riY zjv5ZV7>-DN2W>PGnJ$2X+l*(}iNz=ae^`d3V6oJ)cIQ`UM-q8*HX;z@D(XCnNXXvr zqF#l*+9G9)q$4xe?=+pV$Z+H01GA^lzNa0l2FSQ!?3Fk%8J&ChytNt_(Dl3as{ktY zxBV<}8r3kf=eC3nb9V;cfnF?$UmJwJRaj>r=fh3s0|Q-t==xiI1zD)WF_(Bb=nUsL{oBYiP7thA$=byqPgoJ_e>ueVC#EwQ%fV zXhLCi8M5)pPzJ^#p8F_Vl#Js&8}ymb?w(6%Orc(O#OB`H0INM}tM&TfY;uF}0w1dJk?hK9C) z@%l0CU$}N8X?McJW>224*R0i}gs zz_T(N?{ab6rxBFvw0~-JePB!YdhHiEzZ%=CT>D&AOFWhOiIT~mmMcg!{v8wl9r*X z6snFy#`mKWiU!D8}!V1$19F zZ?rpNtq#nPV0%{uq|xp?%zWmPoYo8jj4!>%8i1k zac<~-<+6f06mZ;%Q&bP?kb3@bHwwJJf0{}kYR{T)@dypCD0B9`55dK?_)f!>Rx zUv-4#N}tz@3lYKm+0dCOM4~pmqnubZ7jv?I-WE~WTg+z=#}CefTg9&cWAGb4I${?5 zM!#5#9AG@zIQPg7FvggXGB&S*#@5$@S03QdxDsY#I|3NDyS2n@0LJ~}BHMYOv5Emd zQ~~A5r+OxqfUz|`cdr*<)Dyd(9t{{%R-N-R0HgdBFT4AIF;!!5j93xr$v-C92^hJI z#_jt7qjQ$qZL#{ z{H2&6bho#J(Kt5z;?T9v3D9nFpHMky2lq%@7Yf-uF7I~&s<8i?!+R8LvdfAHaeZ?M>WTQj2q^u+m{M}uK~h(_GTlSTu2C|Y`o zSWirQYu=&`F!Dc|KDr19bG(F}3qi>Rk5^g}*Z)DsPg2E##v=3b=e2RYdG9|5Cg zv2zd&^zhC>FXD09L7G#;#{uK-&3kpefbqWaLG~2DC`Tu@tsF2KKW>kE0T_KgU3&Nd zF!C0~-TV$1N4&fCQ$qLX#8wce>#*mRRKkEVy<^FQBnv9L#&+IT1(kxO_N&^U@{FIO zKXFH6;cG2G%=z%g9-==ED09pXFcb5Etop{32hp*oT*80!aNs-H!Q4@3`*n@cJUHX% z`NQ@M9Q)o&y(kO^rNu0?$D#G&jZD|!?2e0TjGA!V?nNha_I%s*Spb08yOoa$1*&G-jlVv#0v&mI<6cDgU+4a`MDpu zEhm>|QlS)JP$* zM>F}sLJ#jr`%PSq>)5eu3?drq z?^W#_P<0ZsnH3__3iy$e4j8pL84LRXWA@$wb9yN0+uxMJL!dEtJ|f{FU`(HK+eZ94 z?W`KZwlTo?YsTveEp*4~WRe14)X$*jJ`EUo8J|f;0mkk_U%H9_Bb&R}dIw;nqMK=( z28^`XA7v?^YpY~OiP>I);l*n9Pank_l@|Bft+R4>rD>xJQ17-0NY z9VC1WFt&)O1rrMsADK*l%K?mmMfI`w0HYpvyG;dP{K#1?dl?-nWE-6|MduqDHtxIO z#I2Xt{(XW**4QlM!6`P%l@(h!_iLK%9V?vdc=_{a2UK8?pUIEd{|%)>20388xwWie z12mASmh(8WnYui_^cl)+LFaQ0+0E~@)*w#9O1szB-I1;9wcLXrpuP9R3yJJsUqAGc zxB-z5@Y36a?lWYpH3TbxdVQ7g&|8@zqixV93j!kqYl-IPt#^|6VO3-lt1#5&_}^EO z&k{_cn;;^ z(5S*s7gPrruYC`{+eyG^d!YRtV2si_@QZkgZLXD}^#d?cvs`$v2^fWYzMZ6k9y{aT zdIKHjtuLsYf&a^tD((IL`}GHC8I?y+Ivl%Qu)fn64obWjHU9&(Ayv>&6vATr zhbsLBu)IrRJa`%^V0pkAP zR~2vmc_^>)RZ-&Z*QWWEhX|O6*zU*V54C5SY^jHSQ>fwo4?1hd{gw}Gk^Hmo-PFO0 zu$65Br=Vm@OZ(lR_Wt@6?$GH`c6)m$!;P$iM$iW*`3%IMdS9b%{Kkezte1_SLJQ7X zRfa$Z)q5DFpgyH>AKs!6r}Ua6qA>Tzxpl;x(Te%c#W<+%&*hKXd9eRaYF|*kjLy>K ziVJ_CW53{(caG5P9=f0|I3XEIC%6~->TIg(6*wiNWh|pdQX(ds>yJO%90QEmntj2PP{m*OEB6A*m}5*iCV-Lth{|yvz)1bDuq&DP`#;$_ z+ZZcAbwD-{W2fj3<<=H;KRdms@aYg1EgF4=?DI1C-Q%N=7sR zZ5@2HSdu#R)8^5kWMudooBku|FVV?2^)@L#Ds(D`a;@k=)z-tng}>omTsv* zl7^)UWC9z5(4ypyKY_41Ln>yC84-|4Jt--HvK-#gz8?|U)w!&`t<>%|r)@ zqXofSQ2)J4mZ|8l;(Gl}N~rtKkYOJ8YH zQ2FP$z?P3gwY%HQ_>ld_&RX&ysE)+f(GIBMLAC@2 zuySW@q319^31_(@?#ILNhGN~X!F$m0$vW;%sMYxN+!$1={wT`~)b#pO-)X2ZZ`S-M zbbU@OpdEVkvJnFT>mT8TP6A@V;JgJH{l^O-=p^fO9o9VLEhJ#-fF?b3)3Jud$%oASi7D9NFOmNd%WY+QzpoyJGW73k zxD6O5CEG1Y)1YvFLCYfXCsKkgkEa9x#>@9_8$AMy??pm*HUZ(|2WPgcLq$)1pbrI% zBU4O*j{u|4sSyq0!3AgOSvzTHq|Uz}7r;n%(k?m^F#ffW40{C_SKdn6{sn|H^Z^3I z50lpT!=76K#_BRDlHq00nBvk`Rt6e=n;uB!0x=nQ>F&4Pf*uvAOXHFp_%>aefDk zjpTtX(QstONs>zi4(UB6jpY#Q_5U0r=ShKev)f-<5RXPEelzVFfS%6qV;~;Inv&@; zZb9u%Js!G-D6BaDaWNwz?NG~G*P)G84%9mk;kzDdz7S~OHlMU9s0Fo*pguCs3i}gC zT(X5&R2(5rziaL4)+%7+6KUnDWe{FCzf}2K4pmI3+eN@-qNHoO0sW98nZP1|#U{bu zuM0x2&g2~wfv&yb_ThtWe|3B}1GFkRQuRANU%sR_&<*`#6|j{FHU825#SZ$mSD=my zs_IzK(2WAjhWR!8pd^J$`lXC`am>oxwHOr}^qMXz{Ewph4y39L;5cqaN*QkhDH##j zL?R#f{-&gb5}sE*@4ivm3JaqD``gXpOn9O+S5Bfq}8|6anHT9dt9MqEb_DB-Xx z!J3S|x9q}#vRphTbq#Aceb|hm8ms<}C)WXHl)cmEBk4c9{u6JlDCR+9xv*vI8W4_K zZCBV(02n2EbUt(eqn?XA&rWou zbu&f_7&#xG+UXCBM^COMmH}gwkK3VHV6-ZrC_I3E`u_Q-E&~}agXO4K#4uc;mA40S zfblG!*PUKqto*Rj{TCP~^7A?Q(D`P?%bLKLWv3f!2aM;cBU*_MEUmQ1Wp&TN3k)+}NL$XGg}WvGN?ZBW{hb zskBMgp!-AL^jct5?*4Ca7X?=FP{*r^cy!%FCPEOaJ{8|C^crpx&98Lnf54b!SLZBp@p@|i^EUd?1+%=c?f zuL8!~^1HW>0;6<(N!T9>+&6GEJ;;vIubK@=0VPFpN*OV&*Vn5~4VJ)2ZrPp0cnccK z&K953#47T5E9p0f%DuXj5rb9OJa*Sl7^{@wqy4wH=-j!|cs;E0$nZ$x5!B;^{h9?f ziEgxs_!vrSf1utFn@sH|$)gFq+OV-j5}UNa@2u1Vv`r$pVh&Zbb0Mkh$Ln8GSnhKK zFcjn#|M`Gk^Q!iy2cDb5KX~NOj=A%d1Tu+je!Iyiv#L5>EJ~4(d*v~z8@0JJ73I-? zwvvF76HaaoMl;8q)a=kn`6mTx=mcl2vWq7WN2^vhj%}4i1Ksb&G~<~pEZmJF?)Bs=tw(;sGYvOjm?17Ww%qj+{(v=+ zVB`7z1nPS=LNo_!>c6zS5#r-E^_;=V?pTwv7sjiJaljj&Jj*1|Pi21s!im@aravXs@J#xEe4n?27n#2N-wHJs+w7#0ym+oxrV$u*xefm{a&IhY{R6k=6 zF-Vo_o6=esI(1?sl^&ZY*Yr?7ab!i$+)et0R*X&jGs334<~!+8flj?Pir$S)uJ)Nc zO=pJ%#tznuV)RY9v+z1fbKlWM8d%ORb#q-s|FFC6zlZ*voRup?b6p)(ThLC+&|L#4 zFAa6k46o<4|LczZ~HK)o+lDVLzlrvjSe(BSUjL3`rAC2mI$xNneISpRO~7mo8^ zHz`5$_PKo_PQQCRQ5QWK`FQKj+7G!yD3VDE33BM;-ny~(ajfT^2C)_vT)^knhF*U zEMECZ+=`)gHa1)ULK^2cV(MtAzjbyzFg^_kTqN#peR=m&S_%#JdK5_p#+XwHtWCh! zVCng3Cpsi*K1JNBec(`aE(sW=WcO_!0YZt9$pib*2RDSmOo6ePl}jy|82`8E{^4{# zG``KfmqZMU;ePHaM9hRLBoe)R2N;*!v{r~2ONV(=1SWy;r@UAY2fBU9dz&^e@{5d? z5+fc@3Oo)arr~npTlDz=j5wr=TL#8R;SZghXh@#Cj508u9bSHW1sK)4Y`p_0$k;no zys#z?9+^!XgKB`0J9y>uATTNoYYoa48)S|@CKismcp+Jv^2JQKZzbENEsZfJ{r1!%7uULrj z`6Wl}*R`HAo#8+Sxr(zp@j%X8co%#Jy-qISCoV`{sut)ZPNBlX)`m>b^bn&|Vn~He zZ!FmjT^B4HTE!YjFJ$L-MLh%SiiwYGF{O`fF+m00gngQ@1{K7ey~WXiOc}Dx1FTwm z6aT~|ApCxA^6GiCmh~+UF?v0V_0dk^WKsAF)pY}4tbC*A{2Ul#v=+73fUx&xJU21i zHa4V~g}D4?UCJdp41~^ClQa0xCCMBsdtf{~DH%Xqa6GmkM@x(?Rnm@|ltHVQ$%&Hg z(Aa)IefTxr8ky-{O%TIwhr7B}iBYO?8i`9bz*stIzW5jzHx2TS^#UWs`%CY(qGvqb zg(?8!v7%q0#PHkC;m>PQfRS-`fKUrCHd)U!5+^dB?g%9uK+oL0l&ArW%xczc*MU)m ze33$im|(`1E?;UZWUd zxc=K|1^tg`N5!6a1FZ6|lot;Tpp7ktofol5mR}}WwxRNs{m&J!$^2;L9G;;Esv|tN zVv~}8J47T}W8u|Lo`g3jdvk*laqP!b)MIuQ73ll-HWGCxd?#0j=B!LTSU`0aICJ&@ z)xV5u`ZDNgmX&MTXkbTNy8-HI>S=cwon7rXbP+97^I1KGa;rY>6GLg@q#AZ|f6$&lC=JYMwV48R&0{HXA%^!Pq8#{90u`)&Q~ zWV}3j>_wHZN^@*24Kjdn?`Y&84Vpf=zRdy{zjPdvsQ|(=+Jg^?TQO1nobFeF(e`=& zzj9z4lZmxpM14#B z7!orj+BU?_T*In-m8{UWf-bmTBayMHH-BkgqQt8I=F9tlxGh&~Wc~R!DrMKV)e@U3 zlCI)Q8yeqCPnHqKwsg6k+!=}HuHFe6N1eyy4@h9!W9FF~o@kdujA|KbFp_g)9=+-6 z)xZrzMTSA#T4cuL?wUADBeQP zT_UR$nqnc?caVGxtxflTxg8bW^Ub6mzeu3qPufHD+<(H)h%=lS?!$?6XgGUEegPh6 zMP<359vbIba(Wieh|-tC$`9QY`L%8bnz7~G+c-S)x5F!?yHRsyahm&BL;vn*Q8A$E zWNv2WTUd3mtc;Pwt(efQXWP%9XFOcQiOHjO?n$9yL-#bkig5x)vAObttw5;y&T@?h zy*yTVhM0mSca-H~D-cfoUXdrpe(U?Y^4kNWdXS!U88Axhy6s2Iq&BAFbMOo>9yVL& zjRQvVpr+1)At3ax+UCWLuA8R}5VK*WuDyAk35+s-{xNj9z%R;-UeJF;coUKESv|$lCfPFp8CHT8snZj<(bSR@An% zec?G=aLO zsT|~j5${!J!*eM6Y3FVNlbN}KQwq_u)7whX{U+j}&8Tz7U`scuQ*T_|i}GY@>$Ri5 zBENgrlCfZId+%sAx?e>lFbsYDd*ZqUN~Q6NMgslpa@BMVzgTwLjigfa!SK+R8)(x5 zlPmktskz1T#0AU9Esthx(9Yy~PfFCp_?bd1o+-m4uaE;M<@Mwo;()}7D&QYKs{6IN zpPY(S_2N%|%x-j2PR^GY`>oKi>+d2E?whbTBL*bxc}2fm3xwf$FL&^u*}+arzQFjg z{@>&v5S|mz6OlsqC>X5}w_@TPyWEF?(D8)9pa^=v;QFcCz<4a6bC4J{zrD5Q)oygX z$&@^14vl42M?A8jF-0iAe;x=M=XP#8ipowH?DhgiqhYbEN?`oWaiW@-eBws5`DH~k zWf%J`Z(tm1ncPiW9Pc)iu=hhNpmWW{p{%n0_<2!2Z{9N?ZqU zX8LPEfo*Sb%qkcd-%q_elnsn0F(XwAFq+eU`tJkQ=ryljlxMN3)r{&~iF3#&@BgUb z+P;$Ki*oe>w2!P%pv{hL_4xOB0pcR`7F(JE;u4H-_^D#z9q_u%29rN3`6D^16`d}M z-ns)Oq|RJ7(n6z*&Gl}h$N%_r5{3q!9xnWdo>>p=o<^Ep8MrM@ElO$M8hlP4Co`B!@3-Rav+trT_$?v{ZgueRG`X&VB63U#>M>q8u1^1$^ zOwLg~ctDvw25Mm_L(_imqv!@xrwws>O-os!>W%g(%%5XJpZ4YTJjFAj;~x?qBz!o`wv!*7`m%S7xZ^3K_s@)&q+(w>^ROK-MpKqP zZ3ja2f>+cMXlM7$s;OR{W;0m+@`l2nz@E5$29 zF~C^kq=T`CWIWP2`Xu60ZEOEE>AC{r(eYYWVot}B#Y1ew2*+Oou>356ABy~noV3k&^ek>&38I!ui`+<=~xNmJ87)xT7Jc;4? zeB%iZh_m7S#_z?fu?d)-EO3*1v9RZ@+zEU&rINq2r)dT{I_7hM3fppbzWBNkYTonl z;0x4BY=7nws$BQ#vK$PkMu>5`p?WcoYG0s9dy5YZpi`yCg((SKk1X;Jpc7Giv9c(i zUrCJynpFCoOBbDQjvyx!3oqtpgtX8EPr&kce5+59tyZl=6DG&zk z{q%|%t8@MJAqJ5UqFW# z|M%fhBBePnGHiQ#DiauaiaB^EfpE1XGEo?98-AYU0F0+g;?Ly*BU%3%=;v%g; z=e4D0j;d=l_B$zb-Ul4KNO9ywyc37`CPN0HGzFkuou~ zQux->?`=T%D-e$J)Juw>54O^|xB}y@2sW)Zz<46?Nfj}Xd3))eZem)G z>@w;I;u{q%hvkD3yQTv!J}*5=E%i7%gMIjIwL2^eqBSkZ@2Vdq6D zKwU(MJETYBTt_HyY`HFJMx4l0zsH=&z?k&YKY{oPhPwaAS3QV(v!DKC>2YII2sLMA zgrjlS!qtAEjX_pBiL>CSujZrAP&>J)h;@|NZ{W8&wy_|8_FM!SHIQrEiheXYyN4Dw zl={z79!0OxF|C@Tf%@$uf#_2@)`w~6R^LxMOVL;|71fb?EF7DCIM|AQGnU;>w4_d> z_#GOw*XCm(+Fh1)AsMCD`l{uF%KI(9zKC8NnMo5sIXDz~h~4*ow_crMw5;LC31?LO zo&4TIXyuA2HL<%cjS@NRjjF30ttM{KkSik7SBWd13}qj8YNN*~Thu;bjSRnQ=r>0> zBz(4i1;XvgK7v=!o5KMv#HhEG=C=~M=&3@!JYqT?cjo6p#56t;*K_8G$)&^uE*{?m zLR(8(T~jo6rpLAt2-mmCR_{gS8d3sXi2MH{e2O#8KqyU~O(wi2`5{*h6M2?fTdK8NQ&0%O+k z(Iqxi#3Uun5E!?-FJ2=)=0E>>bc6WvncqL%vpBYq@ka6Z!yhAPRHQXuivz}*GL{5l z;@}}6QZF%KxWz(Pff_Kn%GDh70miOyIl)3;9M>_d`3{VOXDTMx(Z53%?wFn1 zZ(t1h*%t7E3Ky9~Bi{8>;?L=62M|*_WsPywi%{T5%It240T~)kHl?-PhDO@c*Rs{I z2}=ub_&CAxCY-TW@PGeY8Q2`VKbt=@~a9iR~*&tk#Bw&2%al$MIui=GE- zg!4w_R+Md>?FB7b#BCtIhW~Hq<74|3jhfgi-He{GP)mD;9`NcZBTy!02Zx?U9dx;Q ziG$4JW`3!}na@$a=Uh=}#NyLRCA8Gp=jk+_NcxXeGUYuiG#*vf$+htxh5xc%;M?gMIem)@?*mZHKe7Sodm)Fj{B}=Xa>{29^z`){Rh>$ z$5GW+9fD7RF)@=rWh>ex&hx__7`M2HoNNU`hLhy;-vzKBuRTlckGIDAS8q2C03k)# zO*1i+(VB109~fCU8WM>QB1oL__2EM|djpGHfN?EC?E>-n{z9%KXGXN4csu6>U`%+) zYMKI!NBl3TOaLL%;LdhpfTP4|@om?E@y~M0S^+QylIL_D5*HlZF20|UK!+}J|8@e# zH%<;&`M}6pw1sgR2(6!V>^?-Gd~>;l1dKO6G9Dzp8F6Tf;+}S3WR*0}rbUfxnR?`a z@$fCq2ll{-F<0MHfbs3X$>ugH!c@hvO-dZXiJKl3M9DVHqgDD8cw>2I-hLYxX*AsJ zo&jSBDcYnLn?Q@{vzI(J%}%$4?MdiQ*Vy?*bWdqLjV87w)7CG1#HAG;qZ-LkbkO?e zc5ZC@9=Uh1#;A`<{c{4}u|2OvYtUBVPi3iA1tW?ruP{#oN z2^IAEs?JUgRR4C!UUigbnQHksYPcNwSQst+(a8EA>VGCce;NN^dtsYRJ8Il2YM72n zi*-odK>tcdFiW9(Z?DrW-~p;nI7>W74Qp3l8*!8I3$i#$squqG_J%9Od;EzVR6kCl zB9V{Whp+|)m_&TneU6tn*(HCr7yUG60C|PZBpZMOd(;m;7=+XCW zspZ54N1G$VR>Y@c4y`XVH2|ZYZq)=0$|N6Ns0570yvmYZz-a#@gj58K;=$8Lr-9HZ zdHMB0G)b57rEm<`F$sk96I7!L(eVv9I+MOA=#)3-z{lT9XMpE)j*xGywRXS!h zG#W}$dL%Vw;D++t8<$~3FISq}d=x@b+PpQ)C>BB@D;aN1S*s2vDTy7uf9wpJwco#W zAc&;2e2p>B3Ke@=G%_1VQaa%H*VGLyle81t3?M1>EQen3MGw&b?Vv)#xdXEO{Ygr% zUN25ip(guPLwx;6N@{MN$(wgbO3_0FhuzT|f^-VMd`U`CQ(+@EzGM>aA4+hHpsgj9 z|IQO7JxZ*)fi2*YixRBO;XCf9W>649+QxK?P*2A z!FZrzza>fO?Ybse25mV>BD=?4At|vPtma>^!2b}H4KN1A=0ek>G^l5ua!NKZ7Nwoa zJ&S5y9Wnh4gny(0oS0D!3CZU3{>d4U8eTz8*P= zmPVdv90bBgUoKZWp@)OXKHKTAaKbPkHvuX|8vZ^ML~}~yJ4=DlP}=yMI{Kp6lC={U z+aKz%8>3r8Sga<1Q9-L_@fupy>f160gj0lJ;l7EseLkza0E}lWL=d1+~524z__1b{QNQW#pjsj9AH$T zQryagHdh94M*$;Kh2nufz!>ahw#yDx82-T84~!z=Ck0NT<{P|M@`2IqJ*jIiYB7B= z*dG{+Gs+{TfsyP_>GMk;3z;3|RTTuro;)gEwEA3DeHbv(e5Ylb2Szhrsoxh-#if^a z6~Gv~hc$p3^)1|{5(JEY)^2A{0^_MozuGfseWGXBD`0fE%|X8lZGRJb+!Gk36HNt& zfN@c|>Z9Tfy#9mfY{XKbabUhin;IqGndY_v%B9Qguj+x(e2VYyA+)hAfI1Wy53@PE z{Rxar=g%F}LdydZuVn*c=t$xDt?1dHoeQ==8DJu$(FBavV^R77sLk=dUBSR8l~NS- z6&UaRn0}*bg;lFFVEiZ*8eeCvO8*1KH^*E3jL}1_8GNsRFgde>`!X8O)!t5p3U|c_ zJ_km6Z)%=1sNB;2qIn?X(f!qRAB|W~@{~fK&A23Y0bvp&g_IL&6}(+`J33}n_2d~a zYS28iRw84;Lbx^`3V?LhpDcbqP(*yjbDJVZDHqtCCU)9TjDD){y62)cLi;h zQ0*jthDOJ<79nHw5MRn{4>0z$+3}x2<=+1rtpi4GZBD^sXrr^m&OEHK5C*ZQ2hbhI zyjJc49~k+yZ;h+~qhEjut1(*nuz9H(7#Vsmgz}&bTRq!@fYC+#NZU_fq-P?3 z@jZ-#=zqU~k&zt5 zBdUvqAh|u8c~IFF{m*L~s<$zbXA6}1*JonufpPnC0*Njf56sIYuK)=9T=VmdP-?n{ zOO)v0^M^B^0V9QvM#yRO*qg+aIUw|SkUe=9ePu3SD1qv1&dPKEp;_JT+t*RD{3iy! ztyrjt3FpZG#%sHJoQ|Vg*fZ$6fKcz+xiK3wL1%1f9SEz9d6Xm2%EYQF4m8;AwB2)H ztlH;rQW{OXIiyhyj6VkgJWioUGGn^ifHD1>huL}5ScZ9D4=@&OM6+BB!0Z1?(mnMa zXp}v;ul78eN%bK712F!4SX`ii+8PEPuLZ`-PBO=3(cp`_s&au*|FCTbH>yyq9uy0V zNBo>;Xwl(5u|00USe(3f&sSh%qn-SF9z7#*aikg;UE2p6giwasxYjr?`~`}(J%1>m zGDBX?_8L^~p%XvQ1&j@n^kVYpwu;rKX~3wmhbM}GKzS$T_YI(A%@+CG1B@Q=?Z)yb z&tWO2C%|Y@$;eBKUQlNAvIR;%?Bj?p;Ec|GWQ9)`TFxp=_K0X1AbUZb^s%VvTomUz#>Qn#dAX8vLRD7b}6e_pu zi-@TJM)tA~t9#LnPsPmcz{s=RZmPdUvK_Ei_7mUvL%(y#g&}qS3UTY4UzCEJPL`EcpP0`QI|1 z+o5ggF0*tf=v?u`tE|8W{OYjSY{ZDt1iSwZM3K17mg7un=l+tg;>|&+)E>s-t-> zVUcyfxRuhlLkYbcu1|UcjD6ec)TPj}GM#%bfH7pWMVA{jS~&9H0WcP8={nG(f3$k0 zJYlP~bL!wEFz(!Wh|dV^8C0Wf0LFlce?5|@3VFKo`D19THR`;#71dU~m39*tpRNY| z90ta&FCFgc#9QTMDdRj~)Ejfm_z(R%aL~jX7-c$&?tTHrrEkWkHBj>2{c*X#I8)T^ z#)3wjmR)iKMp@UTU4y`wrXEyUqq`7eU$zJA+>?2V+LCAT#H*X65D8?G*M$32rI}HgOR9>sZRS5)apJr zXDblSlZ;rSk>YtF? z=+9PD`)%k%tEzbdFm|bOSRX_sOiFKMlc8~k#MLKa=(H})KoKzR)1eeTik`dekz4|d z^_PVuWl(Z%(Aq0tROX3UKZ4$y`KdG*`dG0%Mikhf54-fRb2aK8_=QXrZ`z3MlXTZojN8Lb$maJX=u?Bo}j*_NXsDhe##0B);ValtN zsFpX)w->;et$l1mAJri@8zyf;<4Y;}sx(yJa8Cae%Gh3eVG;-}x1W0*j%Fw)UKK*; z#YZihfRKLu&0{OnwODQk1lK@a_x!*mZAXAQ0d zECb`+kIZqG-0+M4E-7eML8HLI3u)ZwtXV@w05HCC*m4IHdi-!z^F#?@1_BD!c`%ZnEUz}VBB z*1ZG$Vk@0>oeYhiir(|JL1P4K=V>AIYSk)dC@@ybtUve$j4avZCB%N4(G}lP1B^^F zl}p6w_PhJuEJkQ=*Ia)QFxpr=*W8Ixm>5~v0b_xb*V|Ju*p%nZU#tM175nY8nP@?> zPr4o|$kUTV{s)DJ)0>5}QHQ5KT6*Yu-TaSrAl&+see((GU_9lnhPI4dIrjqyGe1A| z3`H$#w)_x4ImkjW^+1>swA;o4^?$8vu?d7qcQ)N)QDN%kM~6|~oYfCi!1$kXC50|( z|7;&wWDE+ICXb%Kfig73*lqw}%AAyQAlgmcZ?_#yaQJ0#9~j^Ce309XhA9;6N(4r& zq^6}kDD#^3=Qv=Dk|K?4dx61s!{{qIkV}DOrqL-)f zUA?`~`0kv?ZFQ7PI~V;LCWO9+lX%c@(+s*8V8q;n2^+x36TNZR8WkXWc6|iKxNDwI zWzi^3-@+%rC_`PwM2|*3{ZxM)C@&n}G1(1_%>v5-$56@V57Qn4Bjwng(=@0MnYBFZ zDpWpc{&l4lDuEN2S)8(>EdeWqht>KrD(kVbxINi zGoUdefIU+e{nBqz`3DFSZq8a{p?=?m!gNty?Th?tK=}P%(&5Lba-3k8D%#I*T=p9f z?sSwE2u2Mgi*)$Wu*sa{cfe@)A&9{Y6|6iKx(bA&&u=ovptod868OTfjnhQ$>?(uC zaplS%YcsM5gw#vou6Qgm`;K((Yd z=)!=}^aB3_dh`%AD}Nv``W>Wd_y>ePIu(OG(8$?M_c>tPhVz<75kH(eFYaSA-0 z1B|I*Hb>Y{`ciX4FJQD593LJ7#*ZJLx1K^Bf0m2q0^@0J>pf%^EOhTaALa&)?BCn1dNUKcSaAR!JRV}5x_W^7!orB zjMHlLSBYyt$}XRNgMd-aWSnmd7!Qs19+yYYEm8g+2Ex`7@|XS?EG&$--cdn?E0V_+ zfbjXFp{Z1qr>*(^S+t;r)VcwLpN<)aWTNlYwaU+;{id<{D?mt|jMhv+AF9WME2Hm& zHnvR=2zOi51fUIOi3vPti}R~QD@#`LYl5~tBsj#K(o zz(~55Fe!pEX@)R80>=CMEIu)!^7qM>9>BO=eyVYt*lp);*?$JT$)R|=1Q=E0i#PY9 zzYIC^gMl%U@QP20mf=&leI&rMZaE=KQKyAckLJj#%TH2ZO2fG zGafHufss!oU}hE=3%EwQG*Fr+O=f9iXiQ3>-^+g&Zyc%rf(L+*ou9Tk68)i&@bUzz zn$&mx7Z9FP2zu}s)yQGC*FjtUBsQ)A;gO+@-vUD*!}?FnxnAHc#B<=OL<&^Wp~wbuaMbHPUa7Z5HP&&LI!oL1Ya z*wJnOb-&61#`UnT4#!db%6mVXfRSaH?cfD8YP#aT5n%NE$o1Y5^}8x7`4bp_U5mD| zL)kagET@3+zZ9Nhw&>~Z81mu-G_srxNH<08b4fcC*TyzfrMyfEgPv3wsaPrNN21;?k-anf_NwebvBl?^^tHK^A8K@f15Z8c= z3iQcf$`$%hldwYvK3SEd_FW9t+-9oqu0W%`0atQys(}3Ao{*`_k1r9x=&f%4nx21 zaj!m(s-H~CoB=`(n>TzZ=pzY|h&CG5TmEtd2)Vfmo}{7GBHyO8iAwkQ{|3Tny+Ol7 z)NF_TWraw*{udGoy+(oX2Ww_F85P_k`Dq_|%;)QB88F_kUD?n>$sT?^Q$RTRxX|+s z%Bf5>!iIV#*{(eWM(6PKIw^Fk{FP(1z{tfFWuT2-IP1jG1&js!^TCFwXlX&}ATYM~ ziZ~hv0m~P)-aiA-D7Es}zyN)5en(OpD&EEAg}i%6NAAV{O35@_k2`7|OTu z`Nn-<)Gb+_TLMN8PlxS>=;g0+&1Jw?TV#5O1HG@lpU)c@6E=^$8v;iCk{${L)Oa`7 zFgY0--#AWQ+=Rxj_gNh-qiH4HT;;%cb&BWO9yB6URA408@+)itW9!7%?-$Vz0SiZ70^?YZ|4v3!MPij4 zV+objF6{-C(73<&h0`wd!g1A}>%gc{5lvA5gunL)#@e9&*yK0&p&4*`CJbD#Sl3-35369?j$`#zsa)L76MAaq>cAsl+@?Uv5Jn$Qxlxt^4~mjR`$)z-S-^Pvg!Cukw0mbS zRa-bPKGgloxdDt#qx*hbMGr^>>GS~OQPn?oN@(?7OY>}CZ0bL*#fp+IK2cWog2tY# z9cEvMx5)AzWg6(E=5VV#VDuK{bzwzQx^?E=fpM)-XnGJBUob>DoIrp5Ip~uHj57bd zJV1-)b6+sF0ZNK1ZzY<5k>|yor-#wih$FAVfiajd+k6@rU)NsD#x)?a62tVds2pgF z=Mvhs4Sier;~+lAuGA7L-_Zn&Uy5jV381U2dcOjJ(TvX0Y#bQvUlmy>p*&)g>&Z8; zQxZGHN9?xmWxk)#MWr@@64YSmPjHn%7PMQ@^GSaG)R|DgY<7Bp#%^E?(c+Al2R>z;&t=)DMMBg&3pBg3Eom?M zid-!95eOUTy2<`%svqBV8Fc0j_pk3jcue=rQapOJ;@Wj}^lhw+=5I0--m-gp^AXB1 zZ8mxeb=2o|p98`MAF9I-(6E`GUu97}!>NP;AbdSM~&i8vc(H*sk+oFN- zO!Lqo3RG=zHv9%qruwj58U{v3(T+k*G%WXIc@Z!MPeqXjQ9SzX<4Iz79Yb;X44Nuy zt9Jv&A?Eb*eqh`Tysdr=y{;~5mjsNH?VklUfpKM-%tkiG0(<5s`wFNm=2`j0few}J z+Uf<2H+a7ke*(sDr#P37qDMvx>mL9k&sh7R-%hw}XED6z92)RCEHMWd$!=ZGiQRUS z$cCmRP=44Iaf>+J-tVq=oE@#%VG=`JCBHN@K6CSr(m4Zpjh5hm+2ZVUH=`i>cuie2S)x?JY1t zZ5P}s0TyrmkA&wUp>tw`2Y+1l%gk9(H-O2%fEmy zME~8%WOUA&{7qQ>ewpi|xZe$Qn~~$r1H88r@47hS&d>Hc^#mX!I7$Xk$mW^`9$C2S(1v z6|{%Z5mmmDTwr{_Rn#MbhHrV~kPD34FCC5+L`{5B&ZGn5(jA&Qc9ePi^VS$(960-0 znHrTecMBzkV94=K&`bd1Ink~@U9|JE1Ao;WpkrZhVH1Q(%JIOud%#%b6KJr3pWm*b znYKW`$q%PA0b`57c%UdMOi@u53ydw7JGIw zIv5U&DZ-Q=e*)w9jeT1+&|YWW&Zoerw!zI$jq>cXqa^{Q$K8w@6;9Y^Xuh{3cH3!N zcYSpMMv7*UdE#_i#%v)}5KU(dE%3jNBOgys%)@m*_2u%DN2|i~(Wxy2$x^=&5Ud zI?8C0mt^!T5U!+gP(MW9sy>TVMGx1`i%bFGAK@PrF(}EG5fvqKZxD6#)Du(^gg*n%e)>Mm;YRTN}S<%Pk7%-0md?YF1jt~lZ<@38$kKZ zF!`N-`j8~bwxB)o02uc> zWpS3p260321jXgNAz(b&* z;k|f4@(3^neGy=kLv1MvsO}Tvf5O(f1E!%-<*C(uH8j=ETI>-pvPEq*T?WRRl{s8z z&>D`$n@@ppy<*;C6BrM^>YO4jNQS2!WO)vZvcJ>%{{rKuls?&KK&WByN7D**F7!Ho z5KX=Q^yCQe*?weYNkk_fJ$Z5dE>_Vkkx{hhfVORO8iFwHRRJqt&BjLe~x!9tZ`---&qzlxShG zQjb(sIW7clN& zum~9kMjpk}ue8v7_xQO2tiiRHbjG_-e&3Tjh-1l(vhSRuz-YViI93HU9lYcB6c{^x z*v@T1*CQOpY=JVYRF`br0*%i86c)nhb=%d22w?2G{E}$~7;P^s6%yBgMvR5VUI1hL zSZwT8G?Mdn>s6pki?;}_2gW11Tk3ewLaK;6zQD-N;aWWejCVih`^cgNjQ1+;1EU&M zulFo4GQWte)QdV7$MPJxhZg?;Nx-21^bC;obxiP#Od%Tpa+EI$0sS((tvR?Jyc&79V>K;Yyn2=1og4Y==(p^ zYCnNcS$*K83#xu7jc)@8i|?4GlhFg}Pb4W(&enzrGB9%6u(xag;o_AH3Rl#GXHR@SFjiDaH*%m{<&(BS!1!#3b=Dj(YAA^0 z8lc<)8jq@gF(NB2g%>q^=H3_zi~^jGj?Mz(Y8uZ!T{L2%QRFo+3j8wa+>KU!JG|iO zjXzk_lzM*<8g*mel^sW4WL8+E0OQ1C)A&EYIMW`jV}e>KX9raPW8|AAB@R^8iQ$$f zFfK;D66*uTt$`+2q|hN6dgi;pc)XBXZUz|D-0uz&yX_>-*Q@Ek_@&A*_D2!r~t;*3zsuk(U7xVo!5Xdv+Q(KEigv8 z%n$5Fdx9RlaRA0#(+868fHAy%pZXruY07um9vJ^(Lfl$lv>9c7&2k@m+t@CqZs5zQ zwQ(cIV&Qd#)`%WD+RQJ@g8DQx-TVlAtb7~+;b?R;%LR2bI4Hm8AMjOQT39GSYnl5J zuA>=k=U?%l?ymZReL$G&-SjO4J=yxKQx>&c{?qjh2(73XJMN*i%4Ye;QN6M)Wc>*! zEG>PX9*Txb>H7<#ZWk;1T7fXip*-jsDm*9YPK!>EtL~-%Z*iGQSo442*8enq0OhS3%SYF%-kPVe^d>nwcKrF%OJwJ3lL3N6Q$nf!j|gAz0&X^p@zPY3!#K zV2ov!jFv!u$yVqj0Au*m6H&R_%={SpsYPneF#k;pBrQggGN^xF|TLo6B9}vh!L&13YA8DRa|eK zaWpK`y~2)4rmyO_0HbB-8c&NO4m9dVy$_-%G{-M{0;8!OsqP~%9&TtW<3l_AicWX| ziDueeK)CgtqDLTFUB~@S8hx_*Y3D=~wn;kGNwpYgWO8*-J%*+S zH_VIy;n3f!{K2T?0;8-c zSG5Ux?N~{E6)^gEecQVqZSoZUa~l|!$A24)0AqX+tAGOP6Dnhu1dM!N1@^B2<7;MS zm5b=&^8LH(?$D#>XcgXG@~>!Wn-y5JvyflI1wb&^RJjbl4dP=}8&yWzg2z zh2V9dlbm^MS&7O}HR+Jiub&d6l+YvXvJ4bxH>tL~3J8@44j=VKeS8${WKrhZAu7Lt z@2-pXvmEsAlB=I3+N+iHh8<;B{3ZJl2m{Esbw=-C!F9LXJqdJka#eB+2vZFUo<^dz z{^1Qr(d_T*9-~0m$VinKfHDar(;Y(3>&T_n1L2|F7d5Y-PkxDvZ31DsbCk|~v{|{x zjUVM^JgZp@jO?F%OH|O1Yhz_C!1zB$_Z^O9+rV+$EJSvR6tYT^tcnVWitJ4yL|HeI zk=#*HX-G(AMk3iESy{;_$w*Xqq7a$M_WsWIug~>9?{geas&XrFV0P$ti=eG zF}Tu(7#l^-+Z#f4k0O>2h_Sfo?PE>2mlCE{h8SN=ElJD3hcqp*iHPx$kw-Zj?5$k$ z#UC-A_R*IdK#c2N-5DfPIP=j}nlBOK%ddw5`Qfd@Z*!=K(c=vr!@yjh$Du)1c?0%P8>1v??iBeYi;Y7yfxho#Z2@H3s-{)>pwC#!X|gRKAQ3-4jv zjVk%JNQK=XACV*c-v1%Sxcirz_rvAY02nh!}T-8@y8@>wn}@ zMfh%_Mgb%7^OQZ9(yWyLTI?GYSx6i=;LK-~Aqq<79!G$OL%Whss z!}oc#5fM87;o=K|nVD(_WZ)BqD&_Bpuvhv1^?DBY|EF}4X(olZd?CkCZCL}+c(mwuZ>S-U=UD_pC(k;+Rpja96k7$@s{jWk$x zy+Mo$k6w3>S?|!G*E2PUG0>?gg$$c73-GQX1C$wk5037JS8lIKPC<-3=IeEM;Jf8* z;US38XLcp|4`TG0|JP;?W&N(%RUt;L{cNF<&?Qju!X3oOzMtA@GmRSaH7`1tK?(cY zDP-xzwuphnh|e@P!}%8M5aB#;1nsYO6>WkgiSyff5g+|!N>&QAx+;I zvVhjJ(l0om-jN@+ZxP{;*q~qlJpY-tN($~VRu%6-glDrEB(KBNr^gca!1rb|_T7k3 zSWoK&71F2#>=A~NdoTX3M2t@A-wdo^u-9L;>2Unr>Q0Krg`q~-uA`cK(5^&X`YB>$ zr@f}R3o2TK-XlvfylLk66yWfwnCX1PII+V;LmH0v*z8Y5jCcGQ*~tpZo{VP<aeBj1$($4UHx9Y6lnBO4W|>kh`{BgRV^yvMnqu)K{K*?wbP!&XJc zfaaKfUy+9Y&2z`!M2y(tls6@u*SivA_BpYJC2qc*y|TGBK#&aU$G|X`J=GIjkL@AQ7&;6x0?iI;bjhJENVe^+K zz3{m*vOXpcF{*aWFEhZs)n=1s6#U$uIN|dgG0G|QQtvFGM!vx@bzSIvXirR{8y-Yl zly6TUM)M19JJsOLWE#JFh|%AGHfIRY9ew3On-7!P1kwWFFWy`C)S=LAonmIVG4>Dh zN5q%LJRT4YjSCYNETEz*v!5WmMeXV9MTDX=)FZ;lxbV*E-)0ASmhZK0g;DZOoMeH} z=M5q6Vxh6w{1-zgS6VH;4myk_->yQ0&DmRj`#?&?txb|p{Rz+HXGFNuVo>WE9RA@s zB?C(xI%_^7!Z~TjJAu$#*+Fy*{6d|gwJ1Z4o$8^qX7JRfs@X9_n0U8%LohVi<)cY< zGA2kdo_~xO`3x;$Mc|Glni4YWUH<+2Fqz9aBVVD79mA>yyc!&Qa7yIS`CH@@GFz)^ z88MbHq-eTA_I^5xF2wjk{h5wBr1sf1dOk;udk!Dr5HSuq*>c7@{#V*GY&_HI97+;sN7 z%^?{3$Jaj&G2T#H`+W{E-k{C8iFH6!)w3TKgUAlWyUsbK%y9JKV|9B($#drJ2J*V? zF1AOR2WsB`{?Y|8I)(*ZuSSez9A`_(ZdsFGhmG73V@m3fNeyDu>^RY|5%!dO7m#^G ztsBPtWDl5b=x2H^n8ID}CKtRoQ)D)m4XGT%x>92^Bgg1$XK{7 zAjUQSZ3{ULt?sO-KSGQQdlg;|BgRfu6%pnr46k)0&a@%AyWwXg6X3Oq%6um%BlBO_ zZkTwB=kXk(lUpD5y%N&W9XK2cJ5?rMX_JS_cKbPL4j8ae_--5G%i9uJ9}NXt)83fE zB&kNb4e*zOK}0*^8_qV7xd%U-jNGaNmxt94F~Xrb=5u9;kncvXpC{Df=1>=fu?xo^ zwj;tv+#mEpAg^k^yfkE3w&$gGpu&Bkh86yh{^_?xei+LW_4pNH`l&{Ac)(KpM*Q#zJ6N~ik^BJ~6r_wx2vUE~*%>~;L#JFxC=7cUh zm^Y}MhZyf~x!}hQb44x;o=1#=?w)aEmfM{-JxKvx-lQ~1_JsAB{k}Pk7)PD6&yq2q z74|zfvJsZ&jw3enN~~*X_b2;Zj6J?j^*SSm$=|6Jp$Sb&rxboXT%WCNDNkQnOc^ zz0uN?;;${RIAY(rV&Nd0YM2tS2@$>Z1eC%bQ z5u%(??9P0G7**OHg-;^JY{_Fns_-at!8b9)c)lxo+Z3W}vftBP4tE{*_;($K#TZe@ zZM)&##9l#oMemr#Pc%mzu2Z_2jf>R7dc!{OhCtbA6?o4{=sPWBZ+Fvri}*wX%dX#m zGxS?;YQs{!^RldvGf3$)nPAkF)?2;~8yOPVTOt16LPdI`sW;CWK~Z3p$R(&OCOPENTrYCbq5h+;am@e6~43k@9`Hz_cg8b zKpLcH*VZ9#+xNF!rC3*4CT*UZ1>52AH=p(+ttp_p6mN{3Sg;l}5a?^;=kx9P77cw!;`TRqSo%WG8 zyx=M|UQ}%uHOj5+S+s(2v5`BP5Tob|ouf+d;0f>6B*e(asin*W4_s{?bwiXv%)9r0 zLX775%csf1BxB2157D?yB(rfrutk~s6^ST7((dslz; zHpEDMwfN|f3@$nhUvP#a#uL)`k&U(k5$)E<0-l3l`e1mTqcw>O2V92o1K1Mn0WZOZAZN)>Ym)t$P3lg#yA}) zc*-4Fvo_xYPq%4a*{g{0cJ3tW38?sfQT!2Nw6&|D`Gpv@CD^Kr5Fy+9h&LjTzR62( z60NO>={Q#2$M0OTXKaqV*|b+3r?G_8mo^k}*ptn5U<%Q-1_@e_F`($wzQQm#Hlupj zfc)><0ppvX?ThiWenb~eJ7ts(B_%_@yTJoo!aMiChm=!W|02Gd0mToBAT6V~=LPsQ zt?PlOZ99$}ISuRkJt z@h_VZVP)H{cy*l?1TPVEitNbs-D5bkR zKy}7NW*IeT5H%WY8$M1(C>49U^FAWR7gs;-A+O!#mjkU{AVx~6bQv$)d-~YdK*YGS zesuSLh;bry`$jTa9(l$1Q#xYYbh+m?3$*7Bv~xj}j=Qd!HX%mpZaTLe(0#LX(sjhR zeNQ2Ecn~#Gb}bxMhfgQ;Gvo1BviaQoEpv!bX1zipxo`8HWR)dHu+%mE{Xz>VFP)Rk z5#^?2wuo%Rc+}M4}-n&^jj+YyTuDnN`Ei)3PRb+ zu0R)049y(tdH0Hf2NAB;cZ`tTAuHI>1HYgOjydw0?JB9e`!`}_KS9~01ZRHI6+0k8 z?~39%dB{&4d)vi;iyF(9dhLiV`LDJ~3dET$eV$Nd>dvo2P*KtK6dMfLEvV9s=+^Hs zr=-Do{sUWfm^c!-N+P<-cYaE0~lneCuRd#e=e15gR7r=XMdqR zD(#Sd$#Yx?>L+x&z|+IAGE%VRj^Onn#JBBFVs;9&VXkzthN08ro?LJ{uferCL}-y; zY2*W4Jq>RNL+d2R_YH{f{1J~@H@Iri$;Ae>k1*IhLyUCKT5VO}DA&RErf~fH&(N)p zHbIq>_2=WhAjV&P?#$+JhLK0K6*0=D$Xg$Q-|CL47b3=mbLPG3TdrP_DWzad8IpvSTbET_1fd>n$<3T$+$ z=1^low6KT?Jf3;zVlHCzO%rWmf%7AexgGHDv4wkDlp)6Wp+70ya6_u*(pkiKNOp}I zIauHmC6<GHkHYJ~s z1`pQjyn!rQx=(Jy7MqRQmayXkx1u=gSE4f@D<{_#c!ib1p+Wy@GKI5tj|Fu|2Ny2w z{9n0Y^lza{Ul3nVc3N6IRIHSfu_ZpH8xn%8GuCmvi0{$eX^uGfFhH5!6vkBbNwPur zYfds%h*0s2P?;xG@=bN!0=t^FbiGA{uXIZ9or4eZ<99Mcg&}I0+7r~M=+@z@01t1{ zxLu7HcV|wYJ_g&e)7CU1Mp=nI3JQC z?~IQ~)9c>BHHcB?BF76s$SGD?MDE)>&2i5@AV$l!zA!No<(YN%WXXlKi-_h&#Q3yp z-62sZAI)s-ix{uynPfH~MpfFb{p7_anP+aJD`KoV=C461> z-fg~-ff%DsYdrpk7*$#GRE|K~GaWvWh>>zKShp83HW!S(Cl8T*=~WB9-gug&Nc7Zr z;ih$@`8+$US^3j!>4}@oTIV5h7*%IgUekmJeu3H(0m|@l%G~@lcl`WE9yHVWh#C{l z`5p{Fd@O1Gbvlr49VgRPIJnz&bpo+P?|=8S8jd|Row*OiJR*KLz%LuNxF|q>#`)nFVuYo^ZBOD5 z<74JOS>zyswsxhVV#LVQaq6%#^f|F%su(faetGXk1}OXDbts95u`$WMmmIMsTVa@e z9#Q@oS19jBjLfmzZ^(H;{>)G0k`d$2pS`E(AY(v}J@quI-1Xs+MipwLybW5|0`FxH z1zbdoQFnfocOu3hm&!N0VQ7I}=ncfU*0O#>KVn>`(|$<_e&v$Hsnd99Wm?bLj~LrS zl8oh{oPls*C}R9r9el70F^;Bj(r$GuRe^~(!l(~MlvT5Wp4s^>_f!(LHlgVAY$wa{bnu;jTFo(0}*5Lgygq+Z`@Y5 zZF$877bU|?$Uvmld5zc4Jn>Qg`s2tX1@Z1X{#zNU2~jUrUh}|f^v?csWHvh>^5p~{ z{A=#6M&xW7({oeV?@ zItj#b!`T2z=>THOX|eMtgim6p)33n>uLdg<7)U)k;V+5{6Ys=n@@69!HCprr8U>us zxee!-r|K-=Y+rS+C@iCxeE);!ZcYRykR=$06`%bJf|buFUX$1ElXl$sOmOe%-3eqW z=Zo$I#hZ|xDOX$zuKWIpjTT1ry$UQwgw(5H#(&S^!YilnnSqV}pp6y{e4`eY(TW~aE+9Z-mquk;CGlnT6igKW!b2$T>FMvT9v z4U5PNj;CLWfgWr~-r10k7;lPlrSgQ~=l}DQJ~6T&sQkz3X|nV}pOS032X55gG;;?r zu6-M`n~VXSHMC&TfJPPi)HuYr;o**?X~bx$^f2HUjE}x6Og1Pceyq$OqvQv-c}r@* zukOY9(TLIbeVg@9#P}j+dY>Xx{xxTHjjaEfynU{%4K+THJD(#Ax2>C6CQB_MjIT72 zC6Xt7leRIz&A0P8$Vq9J=61v-BF1w&AAJ}>j5oH`$oKVGTA>ck{BHmGY_!bfh~4VjiPDNs=~smv8>?s2q~ zhqHUXDl8y6{*wbN74YdLfg4n48k$cvIEag}4+4MZ5g(6e(?lNhc;S=f2zUI83F3jW zLe$i9MCf_8$|B=yVzf89=s^Q53`fPOy7&_ap+t#1MvYgBjC_9~#*0G zAu{XP(FfdcPyXGQlZf%yhZePGh;i!4hvW&wXqjMAu@4?yG)M?Rj0_b_9rN4+uQal3niJaqW1@b#h>1`K(=hShkY+6LdvZRF`41t!>!;fi$e!=rw^#eDVDV|kooui(yji6fF;=uNWSYaNFRVNhh_G&ln`0n+ zs$r+Sj2LBWVx!4Psnn1D!z%r#QUAC6$D>fy)a5SO#`yUV!;8(>PW_N`Nh(es0$QaWP1SGJTiff&Qjm44g{#fSOdUq*~qtNI_mLyTRb zJJmU0J2YTy)a3%xGs$j z*8l!?{g@}-?b>{8A}IJdPIw^s*#p1u(N9ByP>CI2$(SV59;FVSzUPS82$=`!^hOa`@gbRJ^6co(eqbpI?)E#;;S9h0Zac054RVK0 zu){y=OPc%9+LQ73dDH@2{OscYaTS`Xy$MlvW$tPtwt1CHZ;HWNZ+yQ8*y!!)r-By!y((FTwudi*;kb%dI>{kO3 zBjapRdIMtI!$z%l=EcQXYu(efsIvF4X#R7=NP94XGJ`h6f|v8icAJ1tPs2hHBmcRr zG-NTF)4f&+vWPr=#fX`#`x(eA%SuCx%}%|W{~$)=&%q}Z;98+jpFqSIv1a|b8pL>N z>cJrvcx+|Ef<9tQr_!yBe}EeEO)p7($4BGwe#LZA*fyQQ>w*~R45xhZyzzHi#M|`G zi%hY$Y&Zx_zvNq9^~59C_Fb`!6g%qhfgG zht%uaa9Js1EqP{)K4QFgKa6sAK1wFB?OdqY`JxSkKJh>udL*i)B~u8L03r zeL)#oRjD>(FBnzzz}wuTgNW_@X{ucbw0btnKu*63PmB1qy{t5bnj4PJR$<`#wr!tD<{6Bi1&N#Bz{OD@CUKC>d8Nfa_ zg%~Y&ynmz%cRX6h^9(UA%;?-$LX2Ww_3gG>sL>3r!w_ zraCRG{9La>)k2Lripi2>;xNNWov95ma+$P#BTFm9W#lt$5aSPhelK#ro-Lr4AMwW1 z?_RAb8R$Q|G26!rzo4oc&ZVAsbE1zHp@l;0_`hjV@K^HRkJwutxXOVTLXiq+<$j?~~{c^&KS$FM70$CFG98eQF(MefgapCbPw4~t`E?>NX3is--; z#TLju^vjTpelO6-I9!5F+rB#+L;4`WQ)Hg-wMnxE9ejJ;YvUKhrs}(^JqI2>n&2A> zjW*USTf-#|>Q_5CTohF+CNRS{?27JV)m<3gS&HF6rUl+lw$>l z$r6m1^S*{;kJ#&obm>yWIO8uU&JKg=HvT?^C|6x8WwH@t+DzW{1;m<>#Q#Y$kkn zi;_=B>K@vMOP^7rS<`c2A!wMoT_>GcpJw~5msGDV~P?9bjd+g_0v-R6pWfZd~v111CdKF zENnxBGILX5i)8-qIcqy_8zN)uu}ysr&-a`GV_Q z$tU7K{mnV@iKrEEJmfC?9pS`GRzB*bN#8yQhwi;+-2e}ln}v;`t^C)8i?#5c*c0bC zm}sBS>`ldm^5a1?VpPN%cvwtXRyb*(#M6m1vgDM5_J7oVM`gAC{M0*)ifb1gTh zh4)C6wg>gdsx%(~UC%A>cA3~d2gLYdL8L4LF&1iWWg$nVHDBH!Lyq5FqoFGAj~E}G zY7ruPzlKLHEYLxvTkq<$@K?IU!!Ps}V*J5+_fRWh%-VTpnirN<-%7PajCW*pj1v*# zlWgiyh5^*LgZXWtB;kj9ev-cix`CmI;!q_;}@Ktnc3xqf3Ej9UJ$l>4L>;TiQm9j+oNX`j0Inf zOdIte_kU)lOh(lBDQCd!8{&%GKDd@lxpci+d`%{$lYjGhl2LBglTtfW;2F2AKe?ga zukWe95m(7${WCStV8Cn#Suw%K-abJ_yPKaUmXO^uH(%VnDgyHyybKo5R+++jp--@2 zaqC0|q>iy#R0ZSW?n~?YWS~)KsmxIpre2>_BAe9e4d65y?bk6kxwEelOl^k9bt=PpX zM$Z4^@HJn*gxH+a2VQ@I>%zwe)8UL~@1Y>5U$42-5M~ehp4bK#_U%|1Lxk-o)Q+dY z$ZiW}X&CaF!{Ih!4BTvO*^d|*w=slD!|dnW4CE9H&)<)-$`GTWgr+GSyj3@TM(a9a z`FJ*&k1Un6_G!KK5itf#Sagxa-ohK3D!9%-z$s#mOo0gm83~0?k-qdo$X!xwNh8Cvyycs!y7y}PD zY`RHBjb9{`^*^9Sd9BR5Tu@PAU6(0h>>5nnPPWxl_ZMI7MT~N+7l*e&XZ9`T3Wn5Tmrj1^!BJ{1oVk*VDrj&R2tudg0B==85WU zPyCeVMX*snQSg7fu^!w2TiSI*eju)AcYb_&4R60O4~vASerFvz2Sp|M-ndFr$0vnAL_as>q1-J z4{E48b8!(n$;NXXD)(uxo`Q`(gZ?PNj_c|DTlEI=44FZtQ_?1j z%CC+phx_59QLU)8vlKB-2FyvXB0?XN+z55(VLQKa4Kb=0wfQw5Mj_8bE39zlxyoIA z#29d?Nh%64O45zCeMXF0h6!N;uq*UG%~Oc+#j97Gg`D{ zc1MlrI`z5vh_UypU*RkwJhxC*w;x_EyWby#7{&H4Gu0qQft&NnYvEM&^#E<`ju;uL(l3%{$B=-lLu9PS^5(Q{GGeS|oE;eS#zQCVt@AtJ=KF>09$xtQ zKlj0_sK67$aPMlI=O~CPDqZ{ll$N4DUxvtX%r>);*X2nT+YA?&XY zZ5k0%h>A&IX>TL^H@$0sM7U5S9O(~J6H3&{avg1{uD>M0tCuY^Nrci#eD+;r{?9pJ zU^9vE$J^^&VK64PKAJ@M;eoj^iEz07CpU@E^d(#SPsH`#CzGfODB3Aw90Td@{NWbs?DRDOhVNU$vLx0g!-JHO9GpxKM@PNFqC~L*Z2f_oJx6~SuVQ{68U#etB zL(F$dDjhWN_8RjW;BpaF!iM~F4f`=Us6ILUoC%h3h2QEybk9!< zmymDEIlTTmw-+>AZCgV=89(-$MOPuhd*`>rkg1#2>u2`*AjaDE5Kn3)YE%pS@pBE7 z+IwJD2Qf;Tt|~_&MhS+uYd<4K_Pbj`1)xk;N9!rXsBW^bNRC{Qk{o6qLWC~OfxJ7R z@h@F23SzYE@na!-zSb(U(#|2m&(Ce=lp%Aa))W;n4!G`~sKKASTe6UKB#>E;j?kJ0WoP-z)RE~8FAi~R6P5HJ%&W1$? zH^lhPz_m0FF)~-R3y?FO4Ypc`?uXY4MHhn*W6~R)fEvW8yJno83AX4{x5essuiXb-jP1_@NVXJLmnUzjR1H>sT12-P0) zT9K(0$NA57Zy}9O>29*$KW)Y3u@79kIh^qX^g5jFPNw_L4Ow?CqN$x!(e)~1&G-KQ z#1hG&Qfyw6E97=uZIWV1ZpY=Dbn|vY>clr%CMa0Up-o;;+JCu(7r{SmGF9Yl`R5_6 z5eKNTZ4U!Ep0BTQcpW!%>@Hm%MpI`)`8wV}fn?oV4`7{{^k#QRy(CJ#sDX*EPz zEJtvn`1}N-;;D8WChL3FFRy$jN3I-MoRac@?v)3l)M4|RxC$~g3=w~Zr`;F*68cH8o|8s`<#L98hsBqOT zFbxq3W{o~3N3azByWg(`M-Hy;ypI^U-g<_AMT8acALB&fk=L|!JI z!Ld0+c;JNTkH+ADHWtqnF+xMjc+GAU2qjG-qRo7z-)gh&dX<19VtmId3PmOs zZN%UflV<*N-uMM9xPH&}!tdbcj_1>!s9#1qXfIs+x6bMk1%KxQstopsPI|mqct0G> zS2@55!zwnJ4k51E=02B7s7g;06a&8wwuh5(L-X;BC^CqhT2}Bt0A?4kMN!G5b1YNQ z^#-_U`TF@J*eIoJ>I+$(8t&AEdn32}B~vRmS6*ZrKba>D7niCa% z+5Dh^yqM7WzF;LUCKv7$OOY3o`=aSWU1)1SX!}4Gya2HXLS&xNg%#jGqoPTZSV>uArY+ z$d}J0(y~;z!CzI|8h^6O zrS3<(!diHFrt$YT#PvO`_R&jt+2Vy-INV_v-fIUFD0<#|;a21N#r0(V@A&6<-$BGx zUTHi?1`JCt96THe??+#_OGd8^=)cq-gzEbLhIwGf;JWD%MD;dgr1uRhwi$atZo|oJ z-%VU$4Cj{)H5inJIl77*SbA#SpK4EDt6fXG=E!UH z8k4~*g9d3aDdm~N+;s_aPoFqCX|;hNw^Hd zf4)3JJ^^XtlIFIX=@KR{>^nHyIkjMZyM0Rf`WvGgAjS{#Cl<&V&*I;%Ymnn~{r~cFk=--FV%_KK5n*{-?nQRU z)h{h)h8U?Tf1f5G#ybgo-v$vO3!P0LIb$k|!LP_0F_s(1Ild+*m^)s0JV_Rry%^`S z)k2Kzoi|?IMvOM9rc-T*P);m(Gd~;+DpIgTj5V9hRMQZn_2ZC(qh7c=#a0=&Ar3>t+%rjSm(>rc_-9W{~{8;QUGJh9z zt2Vw0s?`^E#=wQa_DL6b=3mgm%I{D-!xl8@;WLc_SCxiEMvedHk35*J^xHgN5PvDePqldoR* zH9sNz0a_nz*p~pEcM3+4m5WwR{u@-_h?v6@GOwq3c!j4Ek+Ii))l7yKyUbZ#pcQA4 zq8uD@c@r~_$U3iFqOE`l1sBXNL*ozOw^bpRu`V@#1(7-V8~%6=4}WahLf%Zoem(s~ zj#4R_+4Wx^qHBF;-*g9BKXqf5hqX)LdE~a7qdeC~HY^BF_D_)`RoK;SmdGxe#uYJp za(iYg$&VnrXdb4_HIn1`|UZ?ewvLM$E`GZ7+@;J@wgdcbQ9ov zmW~LYnk)IvAwshb$!zVx+$|_pS;Np1!RT zPd*vvOcs`m5o2&;_iQ|3oOXA8@DmZnItLB!f@;(a=Vr-CrTRa0-;x8yuc#lkT?3!L z4QwPU9uHphWFgyT+T5l^zam1-S6W-hNoT?>`xeNT%RQ=*D$7NTm+3{F$o!z*nlH-- zpubva2$>%g&079P<_Ghi{YQTVtf{sfpIumiG2}jVe@PNbp1r}pjHp`b-I-fq>GRIoRJa=VNy`s9-08ce4SCo* zZ*PGKI`0loqAgRyiL@GclQBG-+ zLSbpqp#Vg9dHug{qli$9w%p$wYDU=RS5Qfft7*1E&|%vB09iVb`nT>!7a~l#c(;8w zoT9%P5Q-Sryq=QoMueVkSoZFOXOAa#kni{UR_VU48NU%ziRIh;aC;W_KPSYPIrum7 zB_h-iv${y08RtJMy(M4A*%M+L8iN=Ecdl=y_MyUUM#rD-fX4b-Th1fKM+_Ni<%m$_ z%NsrtWB!%OOkKp-;`^PJOjdut7b4t?2m|FTI3(ai3#H8+F-pHY;ZcMbopKg`EqmcN zA|j}E1il&gcj=ZV9@UI5C$~`$-^qnj>S)faVS@UFOpz3E&CCBrTvDG?-7Dd(f7(~? z!;LI!yve!WN)u0%$fWUZ%99W4;Yjul`Tr1?gx#`zA*2g+u^^jIzx!&jTR}5{4yrVq zA1_W_MN^|S-!HVnnP%5NPvGEqBHeiy%|U&cLEe7#9BR6F;QED>E9BWvkfkQB0Pay* zEAX(>&&lfh7lLv$z;`+aI=1fR}gH<7r&wfBfHO-vBNsUFYV+Y z(j^<#w;aYq09MlYj0e!XajX@75$bmYgzj7{&J+FD2U$ zn_Y9s?{KJaSHh2+-@|usQ~O^;msk1ySt{HRe)qx&82tF(C^_*=Bzvvsbr>(zP)^PR z*v}u>lY|IA2vU}WV6%4M=ZA=px_ZiUKPxW6l6QaAWP%q%C`;Ce@xOHnkvWL4%Bb}-4g9OB@lPKy zO6mLXBq73UFJyJe+jKJhN(BzPr>fpKQhVt-YBafHpU{p7*I$;{BLwXzQb%17BXw=o zSRo>Oe8gZExlM~%*zg=jj9v#u)9)ijrZTn}^2w;bb$Uq*Ha%P0NMa03VX-Slj4R(o z>sJvW``SesGWyNvTh0~XiRgP2Xu8P$|Emj^BUTUq!}TvM3Hse``*irUFw^e|I7(>Yiyy6+#k{m%ATJYs{r4@-W3 zM_VzDCkDv0oJEgeAQ^;Cl~u{qC*yzS?;kk{L56Eg&&Cng>?RJI3i#qJ@8w%iTU%|F zym**Cb7>ZbQT5!P$)GdqqzzjI6fBgoz77Z9spc5K?2W0Do8TMU?d$syS)t#ti8NSZ zVQ|d_zNj55C(nL9yO-}$ClFbho#k9E6i%L8^nhhfKhwz6iR86^Yex{9^m$%!@(k$z ziFw=xX7tPpZG_(9mJ06?ozY`abFw_AIz-<`2FhM%vH61N3b?x$$lJ1$PqE)7D0eOT zG?|P(|N2UbGIV_)P4%rpd@Gj}4OQWsym#X(M7VLI{}r;B>_Nm=p@)cYaKn=WbkJQT z%ZW@*e=h$mNY?K>%a{Ks0VCcD_FX}Q8{Qp#@(mH*WBPiEOu^Kx&Y6)TURql>RrMmm zI(6;FJ@DaH)wrvO@r)w%kR|!*h1!3AM8qK9GdfQ4^_wh0@0F_&q2X#-F+22&tBbKl zj2i95L+OanQR#N+3?h8l{7irx+rxN}iHDqS&%JOly8{t+MAc4{gUyEgN`8~u^xOxB z_yWZEpT%Z&^2zw_XN;yMWTtkm9KGv_2acU|0$mhT+mKpXjL57GsInZLOm4rD-%j%%hho)rM+IR2^S|Qc?YHH^ zlk75hw)t1rEjY(@D8U+1O_M3JWbk>b?bWUY#1*EQzrO+67#VRrfQf(Gj2vL8R>stB zcz%<1{}SRdy{*9c4!-1?^@@aUbw_8dU`4jhO>zd5Yfq;j`Bu%FCS!^DaCF{_#t&XH zW06&XETz)ot7QD|nc3N{H;B!Y_1Y0~;)zc4UQbo{-`E=mvRpQ>(`siabUzuV^u3eqY~&3_Ie7h*)2K1XAD?uHkg0x7kqHhq{|&T2jM104x-$@=dvv1X zJR&q(w_l!YwGL_*Gmk-x%9D@#e;~r?Ft*;^P&fYMNpcv)kvcAC@-5j-bHU7H4R~S1 z^l|b6)1+D>pNSaHy}$T@`WF?JY#QI93R`)!ci!~Gzwl3LiQK06!HHh*1F=y8YS_+VJs)1 zQ0Pve)I)f_o%Oym+>a@#NF`h_t9ps7fpvW>``Zzj2baOeWO#7cyT={Q{`#q}3@>!s zh^>XcD%x~DA+qwnH(tlV2eD#yXQ0}HradySd(~L@A0o33e7J?Ycx*Y^xtV+o*CSy? z_G3_VTi^&QERLbRe@dSHK6QmF--De$H$OLkNtTW?!F`5hh2e;C z^v1B~H$>5MZ<|`s= zdnl&x3|{b!_)E6mC)MiB?t{kkx1{Lc$#K&g!Ph`bl> zKx|9&xzETqC^$8nZ$Ab@C^|v3P_glnQ^hV3i9!_w+Qzoy=UoHk7ybZ526^Ctt3JUoLlMvy$siG&s z@a$O=`UFJCX?&-I7aA2Ch>%ajgmSw_bBJ%%?bIwH+|gIuL>7^8l=rIUA;R2y)#Kzf`qb?XdPl@~rG_E33=y8>kentfB_8%r zIGhpV!0wifWH+m4+zAnOXx?G3X@?lM$E(JY14#E$*6kn%nO%Clh1Cc#)@v)Dc!CJE zs;Pww6ZlA6e2^e?2U>x)I@(TATOcF#q|dz21m%n9t;RB?WiM?<4VK z2Be4ar7YR;q{G{C#T%C9%0(Q8gFEjTlIgdR^T*zjp%>OSEI%z~IAay)?x*d@jjy-IB47KI-zt}+~$uqPP(68%^8kzW@R>W_K zB;V6f8N&RB0yRf#49IHNc~1ATDMS{sYgi^9E*@#fCEwd2d#>RK*>p-_3Y{gl-`$i$ z4QWs*#kbN9c9*)e3P8T3S3~WHjW2qzn;cSaV!YsR7#ckZ-ad!cnml*sW6&D&|0k<` zEb$MtQ=|LWz|yL#jyZ@=+~+gZ2)=RMSwDs70*il4+=4e&uD1!pN~R}{d5G_iXjh3c zG_OdWe}nj(X}nLV5d{=w%MqdF?4?q&W=u6E^+Y-%WJ~K(5jNz(BI8zBCoUwcNi60JxE(Zl5Lf0{x|LGCh;YJgH^U$zY@4B$DN=Far#)Oo z&gU7e-^9~}2xmf^S|nge>CD0f#5n5Ql3a%f-Hg~ia6=p)dfg5&&IiioWNG%9cnrkCquydt)R0@d(0N^ld!(b-lre&v9kT5w}U*f*4AGU-w|HzDkI2A-K*kTkB`DNGLh9}D|M6W z)F9a?NK?8?m>o{_-p?iTe+-X9n|lzUYJ+9QL3n1Pv2P+G^b)B#y@CiYtjI@M!PcCt z-NlGdO>W476H4mD?jln!xuKbjRfsUEDol$H%J0`Kb3=?&gkM&e6TRkbfmV z-x)DlD2dg-MuY~-XQjy3a?QLeAGJn|>hJb%%tC~_e#{guA;SNLxZ1R#ht#0&BgELX zK{SL6y>R@mqx%l$a&O=`o;{O{j6yaUkupw1iOh)7P%0y%kTNRcCnP&tS(y>r*_)8;__{GcK!$ z%SNbXtQnTP9qx#M9?{IAb2q(1Mv_#KhO|BP@bfe+cvNRrdCRH&lm$e{E6 z2o`s;m%J0B?tClxa`>vw`Tx7pD&EZxH$`-f2M;H6z^=18Z^_WhMxWIkWZu7mL}!&b z{3F`s!2u@@KRx{hv2Fjn?K*ia*MD#16S@61F>LUsgPZOhvaUgF44+u9UxU6MEjyLq zf7_>IrqJ5AE2@{W$*Pq#vb$+a&sZZC#H$Shl)F8UsoSMt7Q0t>Nj{t0*aF}aC zbgUlv;$#mfDMQa=8=!W)@%|#jw{9(~To+bNk(mlzuy~j0#f>v&Xxc~xZ%0v`yoUa zcQHVeO!f9WyJ>SgBD}SxLisR-3R%}vdG3d=K2aFRVKW@U1WO506oZu!89zL5t>f`6 z#P``O`#oO(e*gFF`1bKGBDA)g9}|XkhQIhS5Mdk3lSll}^ZBFyPt#MM32UW8j2m0) zo{~>Qy4r^BaYPs@s9|Ob52vM{eU1pTqI%`GLiHli@gPLlqRnuh+@1#>>u2e~?o!q{ zvS>A(k#3?6KATpV5gy^>N&({ohtR74EL>m z$)zJRpw}2z2KdMihE+x_J|nIuvyX01ps(kDQhv~FJD-O>RJE}-CsVC>x4o_!LS&I0 zlMnOZgd~sfC1}|g%eEW7UG#UOfrfVT+UtUsW&@?YyI zU1a@U0hPTMIR%q>kAfNvjEcH6{T$I9zpP?IJ^?TGygMoihd3+(dJr9*98C zx4*=oGIy3(A|ebDzFt5JHEo_hzK95Q);HVsBfvJ4Eh#xi zr!Sz!Ydl=?orusX@W!MJ6kvY0ClnFxciq09JS>)%PHohJ%icLvcM#zolS7tsh;U(- z^Qu1d-Nsgyfe3HNP{l4F!j+n_EJNrxy!-cEL})1+mGBD@F2rBDr3>%O2#HCcJ&J>A z!nHZXwRPr)2N`sBIre*F7-WBFXh7C*8hfAP-wLDUVtpqOmx1fN3wh(w7;)>HFD&If z@KqPOvwpTCZ#*n>B~JArGA7;1mUMVE=XACmtcw`@A_G&dNX5*evG3cQlb@3DKe@Bp z*2t!^yL=2^?14GYb=s+*{dN`E2E?W%L;vvxBl*RW%{Df-n4e zH(;w<;TYL7zMhK7i+uZiz!$2B~t-kx^2lPAl<}gg@=%O?zP?-s9)@A z!ww^M(d~SR=vqshogJZQL}(+~QCVcrZSg6hE7MeJCuhEenD?zGw`1qj%+wePE(8Q9 zXQbeVy)O^GKzvWll^hJ9_`&(|9>gd9xcAU0$khAJbOisxFOshGki%rm?wz3}quTwm zKWLA`nFXPBWDh8X{7j+!aI-XBBpFYnx7_ANmSElHX#W+B2>ER#cP}HpkC7ecDK@x> zyXcnRiU_rN#y66&oI7r`&C!Ukj;3{d77@~q83Z4KLIb@Gj}T!$6ZJDzSd(7kL7o+_ zz3}BA(`xCSC}nPeY#W1=JP>0t&+88zi14wVLAEF~n&D2riWpD&9_o9A2bg+rs6GiLCF z;m5$u@X(34J7b89qmf>&5Gq%Ds$GK14BIPIAs1VG0hw>`(`*NQ1N_Xv6R`@Qo(OadGeJS=_`et4J7&I^N6HkiLhWP5^-{vb!Hb_$A( zSim{zMFnmcAICEM7O^!-vd-Ot?hMbI$nAHU^N=wk{N6p1QjgZmD0Ai(ez>SQdGab5 z2P|UJTP3^Mncb>c9H^ZS#okW&vYS8cg+w&eVp=&1c;{qd7{+tnKs-Tr_tT%nQSF zldDb@h;Lfx(>@dUZjJWJFydP>@!sG91^fawEh4_H;YOK$P${9fl?uM}`C4=x5mp~Q z=lT!vJ=xHvNH(<%xUtOl6Y+h_b~LtudWO!k?+~H#=ZA6*^D&v}JU=V*)ep{nI*_UZIRoysvOo{E?H9Vxm}B)UC6RpVHQ1s;WeICoW2OY5 zM8uE(pWj=TTkxAa`?*LIvf0C_t>;6epzJD#H92~X&*WyxefUxE@-9cHlCQ5wCaIcz z+a2>6kxi8e9Ls@!f_89-EQ~Y2x`=;G_uC zTmxc@qPijP2M1l=)GEX0dDoN3N@lGCSPTh8A}tauVV6L`Me+&wEn@rcdJ^B{@OKZ` zbxDy=0&@Cd&KIIff2t?w55JUYUz3KM{EsMnZxG#)db!riF!_4TNiMiI_iJ`sD~y6@;hgr{Ww z^HGPoPp|dlBEr~b+b!3_^2uLPmk}X*>(a44MA*r;ftD;ZP%ls1OXha}lt__WMuZ}# z-nAWvoco{dAuppp+EEfXVap}GVHd<$MUmjz-ijJcls`p_z;{%|oZg7>+E8x8Tg3Q) z`7F~0@(Eb0KKmY#9g8mTAPbC`6Xs*dRI5~BbDf>A@zhMn3gTK{Gj+TH%6Z$ChQrPk zk9ad!nykOT3;%}j_YR@4)a`o}av-Jl#~v!OQ}JD+b{+E0wQfrv&e$9G2=qPxAA;dm0-c1?d;2mhN)I-iC3E^Yhr zO$(m=HLm#)(fzoTe8L?T99WfSf_LR&o+smHSx zSB(f|<-NtWLRSyn2nr(HLTlAR8AOFgc&R7`>z^)1kev;a#17vk)9;1#p7WD&KZo=K8-rm#!`fBy z+U<&hzBx0r@nA?Lr&oz&-!+ebem?Zq$ik%^51KZxLT(r8P3?&7$Eb5uD141AT@S!F zBHW*7A&pgYWi48}uSAjOA-7-Nj#o2kFrCre@HZke&@7fLhUen+gPh=r(D+kgP*tb? z!60IL^m~VWB0Tz~-uECJ7BT!t2RUELIaVUJ#_U~mm!O(tQ8@VoToY@1`vK8CqCfv2 z98NfH{jwYGpj`GenM7=iB2JGJNqm-bAIRBl3XuVLUxjb8tIjo%u(@{AHU$`=@}cB4 zqMNHM+;;(f-sx6HHkY>?rItuVdEA?+wBfgOP`N2l;rq;AaFX9_~cg&g` z?Y3jjJF5}2N4Xib|GG6U_Fozp8Ag0Gsy@kNsg+TeLQ@ao%dac;H-fZteT;oXfo{TE=jpItN=bk08L*8LZaWzX!- zsD}J4Z+``m@xR;yGVNrq*P=f+MA_iv8N(%V{4Q6skTH4oJ9=xH?-(rSS+L@V)%o50 z9}(FlhFeBy(3B?k7ny|mL7JUi5Z<_TFl!Kz?Ko{ym_{rV5;v$H~@tx56Ch|PRKKO+DZ{o1TVcD1=8J!wD=6uSCa zY^)e+Y*w3hgxj-LFNwfQB{HV{h^-)T)++|e$`*8yLFt*&M$J{k_5)Kf9>dxH?AvXj z-l57Q$|hVq_>tV#gy_5&rz}0-a39NW@+{aP$?4vK=uVyzc;F5T8oe&_!zTCpIaP@6 z>gEGNR`7#jcndi(y>jMJcp_|6S$~4OT>hlCPNp95{dYEZnY`8;(Q$b-M&g@FD{zHt zRArQuMZ`B-(OXP58gucJTcLuRnUBPh+wu#sSE1`5Rf^w|HzKUssJV(wBearryb8(O zu=PnTg2RZ9U%ly~8T8|;sHj7PGwdGRitzn4={sqNaM|zRDMomZCH#sTA`H{WTSxYg z@Q|kjGL!dyCuKMavJqj%&Es?QP{jDsZwEvuCKuU2ZqFGqi>}g;Jwcp-96UHMQgV9& z5gy;|xnm!k5SG;Wj>uB{?*4cJ3(o3qCxgyxlClhBp^;AD;Y$oqE$oAHCmOS`A6ACs~lC`1~W&)ET<5ee$3J3 zA{bybvB?!GSTq!osaMC#epUZOWb2zg8$W`d4+S4{fd@V0Mr7fvbH=wxG-lJYd^sOd zB+`-t$hTjv&9girkT%*HyfCJ5#R^m8A9ceXxwzX4V->PWUBwpV$j{{ms4 zUEy&JxRSHHeF3q(+p^V@%&5L3`DV*G7#mZ_E&$nXG5pt!)_&zp_=LbuL7Sgr8*Yl0 zTEwF^vbTe+ms40KeA#m6)gkEge(5~94ZFqEDHkESr3)oA$6zS;j{EDNCPjZ;9^#AN z7&Ac*qmFi-RGUI{4NDuw!eEoyY`X;f=RP=2J_*md`HNaWM(Xl_Z-~#QZ6EbDU;H1s zx$W*T;0FnD4qmZ{FK~zOb$&Q<+TktPB*MNs*+&FAOl*$JLWD^sBiqOXMVtSaPLSpK ze3{-VTrk@)sh=FhdWiA+i8aKhF17gD4bsO@9U4V^J|{=#$tR+}&yTJuMA#Aa4$lj? zcuJEH8H)&2A2=l}AwJ*UCaJSS0hC;$~jy_ z(u_#Uz^~agkv|cc+0_{D61dw=YnD9wd5!&;QiFe-7cQ(IvJlQ?*Ow$d+R1scfnj+a z{jwH35;}XG484@t6ou9zwqgAoj_a`8BVRxZy8oLk{D;OOa(JpM;Ybn{p_c3gpzPuonyAk}&>r+|^OUmd07Im>9}XYR)OxAHXM)?p#}J)^L2+CJ%upV`pahxs z9{$~jrUKTfY`6v$5C6>IgIRU<2~QE9;Jf`F$!yr$H)b5aqPY;tV1SA*E^1dI_L0>q zJrx}h>4>k0@%3i159lJ>&Bap0*W&O=o*YiS#$nJ|gZQ?#n~m>-PS2Es>k!{thrlLH z=y>Vn^9n>b>b%KA3Ho0bU@Jg`+2)bSf-q-+Qy~Ts9#)VZr-Bq#oA2!x5#fKPG%JIM z@c6gL5Hg?`>&SA0%vda1F{34;+pM}_yn%?&dE3_RuZXa~q;0=3)aniLEk=Z=hvOnR zU{Of0|7Aotu=t;Sw+p@vYtGP#BEGC${0GT8Be|mi+aJN0q8EAYWc<%Q*QrzuKgd%v zFemf<9;7P<)WKv2eogZ1cU)95L?6x=6j-vtU!ii($l4EG-m9t6Fq%Gv!3=Wjm|o<7 z{UKW~b|W@U1y$!bSVo&PV+L8?EiY|^UnBe@-=HIM@O zDe%{CLTsmAO{A0CuSag#%{_1=GM0{v|6NUw1`$pysCH#}HfY zR%%tUUr5`L-@+EK%EKU>4c-!#bZA0rneQU+`@$nOavD1+xESRySWlh-x%3;?-Gw_Z z9#}SmiS?0#bWqoI;6^#3EBGDu#vb}PRovbLC+S(9*CV=Gk@KvsFll1gg%|qp8NDQf z)q3`u25d=$t!?>amHqUeD7JjWm)Yd~M+a6!cAHT~5S>*e4;Pu?;Ix085h?n8Y964b%;-imSy)rXpCQrKE%hYrSX9518Ttk;@$}2d+If!Opb25exToZ z6!DcjpFDLMI#EgU_ai=&KDDQ2@WlYPZY$yodfZDH)WF4*XLw98BIFX{@(_mkyfmp~ z3@0)>i0>cb>)C0zj;xHfGW558hX@Y{JwK!YvofZKau8vW&J}(Zcy$*O*F{8_?C_|+ z8xdyOz4K9qy#|_$w-Mt|@kN&^v{s#Qm^}~{v{TrO^l(updqrqHJUK%NA(A&ZBnk{J9iErERkk)6}jxsnUt zGe$YtL93T-U&LVb@%uAlXsn`8Iyeg|QF?CQKZA?ky&)&b;PX+3`iud@rmmrKg}i>F zd>$G<45dRezOuvg4)Gfuh)pu3@Wo9?$!(3;2di0kEUqB3G%=?Ya$xzwSKq{ou+O`= zRvI3xll2-!YenCm7bU|^oh!%9Amxlu;dv%p2!+SLtwwBN!S+|lGhng7VLftIi=ORc zu_44JlfQ2^8YUR0MeTzrx9$zhA+~?kQcp9Xx`yZSLD<~PAG(Ct${T|<$V3M7E6*1V zA+6Iu>MWv5$!cUH+i`PMUsP81!|%WGM*X#Si0)|Gxntz?%8RG&?<8}+enz|qBfHt% ztzS8;0*kDU$B<2EH*#_8C9`5*WO+G|rBwY+>1=Lr+;+VNnH?+ddw$IiCcc-mp@xby z`d)#E@IcsSLu&GgxMAy@A0pi4SL6Mcod3J2oMqV!5$4rJ1bjt&zUL;z$k*n|x3%-H z5n(&^P1?P%%+l!`S!%VOSzA^Rwxs*ohatk23vANA5g)g_{dFstNpbaWLWGCfDZAug z_+G0=v53$=Qe$NS5x!fjls*CDm#TkTknumhKWl$B!w@a11oG_n!+oTUJo|k(^*+e~ zvev3E$w2X|p)=EnY+Z}>)yGimRZ84tXwRa)XBP~q54y5|$nzaM98pN5xZ`4v29T-AvPtAE{$$PmQWfl&Guqb`-3wZ{N__Ha# z4AH%=8#i}^rz=KSwm|Q#73pL`p>}Zc4_~-2RQz5RzN31f*^mFUsspLiWXD8X?nNrH znm%{+rOq4WaV7LF-zhuA9RQAuQzL4ujYZp1ha?6#FyK#tbs=9Q;W|;i% zv0Mh?d*bd)FAB{zZ_dv~gryYy1z{0fOmQ#-r6aUf%?$`FLuLE zT`s@=A+qC(iuJYd$Xi+IASivsR7@9kaJ?*HfUYs^y)B5XbeSQN488QYYxe5H&CY&L znBdwdr${SW^E8bW4L2M#M_)x1G# ze+ScML!rEkd-*;x{>N9FJj#h_GXSRV^Fr{+lZ7j|juApPl}R__p#TtB_B`5tTqzGKD+BciCGR zZfEk2&p?E+Q>+wQCR|+dFj%~Z2(Pmov+8rkP2(L`?oC7&lUUub!#?%g8DCOO@w;z#B3m-g~0<&1_XUWh@MeT~r7I=b_X>|aN zJ>lA6mjVsvDF1B9N~^q3OSV&VdrS2EoKId=Eq(rNw$#P;2@vETuuefnRLHC&wu z?c{-%i zULd~w0yZZL`1QZLY2=geM|DC-5d6izCdmu^moIqVM||g+JA%lz+@H^>>NO%h%5+`3 z$rb$m^Um$#d5`$mxVG%Hf~Ulo^zlZfGBGlV?# zv&L6)`}I1PFun{~zJLfU)rx0B35BpIvc~gakHbxJ%zDgbgD=sKyw9EOvM z(}=An*+++L(J<6t5O)-6f4oD-0=N67->AZ$@ToYtWfv%G#%L@A_pMVp`wGoXPnc5# zd~gw}!DBB4?=-}Vbt5`zN{PA;G_Vax5`~v&iv(K{oqJJu)diTSc=s%MfA@+rcc}>R zH3ZjQGlc1S3BBZ*&~8?T&L4(XUR_7d70Q&=YbZo~CL+QndtkM|gUnZmFw35j`I5X! zdG;o~;49)QyZ!h4CFnIC#k_?0R+i&#kty1xN9^fnVB9_%uOLJ?Huz+g2KJRpU%!qB zGs6UxRuP|ols>l?6n&Dt>nGyN=QYW)gL|8=Irbwy4l9#8`di4!Y&%m2E&ed;*2|;c?y=ZOrx5`K~q>|h+Ye2^TOum*D(BcPv zIk_w^5!)c17^F5WX>!Isl+O`J7Cg4BN zc@^&A-CrvYPxv^^jUu*k3oTuTl?cdOem}LTmiX@2(Y)84Q!jddXz^jI@J^ z3j_4{Ei+Vt=oY?T?XrTwmca^)P>eBW{1KwNqjL5A5okHGfAKG(^SI5oBNg6aUhheU zXg+yZKJ7`8R}ZEwPzqc`GovtvKNG7|G~Fpd+q_@z(1mp zYSKYF6A`9-OsM<+(2c_U^+ZHS_aQHe4Sow=_)YeP_-3)Ak@6SueH6-La)#83VQ+>I zpYZW13G$G5hVdcaOGKz=+4dTd z2}S!Jj)5NvIw@r6C4*zH5ht{4j(OgV*1k&QG{-@s_7IAvIWGQu@@?XPhD|@qyAYf3 z$18@>Fivs!`ax*9u<0aOq<+JC=RhlB8|ZgkN51_Y+Q8ST4GrE#?pp_yoaC&@>$e-? z`f^uDgtQ#FO3>+OVB0hrt2Q%8zYi;u3$~IsAnTYZXATMCqMh1rJ6S#_(rxrS2C{t; zpE7_<9wrSm(CPFC^-9Dx>FRCb4tZ_8=4Ie;B1MFZ18Og3zq$i?p6X7S!2SU~XYyK( z_qPP*Sl|=%!iWX=1aw`~P7#JmQh)z;qcu9p&&X3Za6!xd@X;=qzGVM_%xb;R?pYrT zv-qMd$T7UTbxOP^5uMy;uPyOVoBg<`I(%WW>^+L;4o95lyb0A$9eFPeeQLJ9XhU?~ z38x=A!r>f~d-PD;+V2i|CLI5I-JeXwrtq#(TXZ45k4(jz&cRA`>Dom^XZ_>z5i$XB zB4~3T4{T(M)yqMAzr(^F$wQxi@f_s6-g=P>S2f@T=QmTei0`t1t>=D-8P8iA5#g@` zdlt0eC<7f$E#h05tT9uE7yIwdmbu~g|D!tflpJb&{Kf8I4k8S&F&F29D~`s#5s0wa zx6b+>;^VoxZqx<7oswo4LVS_Zazo@3F{-`t(z6Q~jC#l;GJ?qVZ+knH1rI3sp0tHu zKgC`Yhm-SE{ TL{b7ju)RIvLe_rFx~HAUflBj+|DSr5 zUYsi|jK5FV6ZUTik=a+R1dze!^hv?u}_f$hfsX_EoP@e#{cx5JuaC=WGPJ}PYNN!CjYbK9Dt;oQB{KQ z-fQuOKE&4Sal|bej*rsT=)vf?-v7S|kw|5ee1_OspZm&_aX^c0m&(N9TlYtg$i{|3 z(k>gwESV8U+eRHI{;IF$FIt;<_v|O-0WO4^oA;cCKm63!mzdUKYz)`z?-$l1LXC;J zP*teMdvU%H5uSSUVL<@4hP9_gAwuOZ&u3Q=;or!~br)cfq>+RtqAOa=^&vwqt45oz zkyUSLF=m3#;fx-a<5d_&JiGcHbW?cr}kY-e6lRLG=M#>*EO)ZpySJ0Ww3jX|mESs}c@ zTNQ5$KQ&+D6@a0qUhW~2RI42Ys3PH4`-!9bA*T=Xf8?Dov+w4#$B<7`-NPQP{gNo# z0=0B^9qc0Gf4nJf3gi>;YDTevDvbO0By19~sg)cYOo36xcjb*B^}=qaWyF^L)6M%n zl-m$sYyme0e`+W1jCl^bj20p~kIHJ_!!StMFr3VCJxa;?n*pT??>^fP3y(!S|BU8n zF7EvqOy>Vz5z;&;jvw@~R&|giQo6HGtjRN>2Xj9Y*`;p$PhM3xyjP*^y%j#l_Sjp3 z_)amzv6Hi-1#X?2e2e(5E_1&<4Wk9AeME5f(q?E8l=&|^+xYT0})}o))wD&P&KaIlgtH6HgD*kM|?4<8%i(0LWR!t zV~B4{m)NhPuv}fuwH*;U)NF~=fakTEk3K|%m+!9c7l6JrjAdl!gOOgRRC2aF`;4eu z1hgBZvZs(YA3OKY>$Ac&nf1Nxh)o>}kiucZ^TJ7eD0Yp(og6;DQEFFy6Jm4HT(}to zLyTm&$l&us+c(DK+wTXP#a-m~8`aX(Np8RD3=W&f;q)O2j2p@8x7}^cFCW09nul8* zprch9MTKmkFrl-XmW=<|T^bL*4X01WSCcm&+uU9kvBEi?aMLEl#$LvCj{=XdFBYo8 zLzNR&WXp9~iR6m=(1pF}`B^w&`1c4Ow1|wp`3C=q)%WJlqera<=PtVsORq zQ6}Ph9r|CB7-X6GEpiX>@!pMnB@Vr6W8P*XLa)E=s#{@_v=vJVB6RCaI?M&7$0r3N z5aHQ#gYMLjPkrT#7b2|6di`S(@$H#;BYq0*Pe04~>O7ts@&fzP(VC5^;E~g0{4e0x zVLu`K;EN%z`6onn@2XFCIxK51Svv*kcXPbo0*zW(PYob8*)OWM?!Xf=hOXq@@1#2S zKQ3t96`)SO{Whc}$dKEwEZ><9a{HbB`A>)ub}+<9HlVe$i*n=SuKVXxzr}7c{>L5Y z>%V}=*dBJCeGH5G_b;D^_oZ2lC7|x>uNK3IEl*66HyO%g2i-DX~#a1%@XQ3g^NL-5; zVA%;@tsZkBFNbxF*9)h@c-&V_pdQap6)L#A@xrwyh;ADVV;h;e#TVnl#R0P`_a3N0 zbi7>ECeH8{i{EBG=&pP6c0Hn-%d9LVXFtaem!0N<^K%-ZlnO*A@y}G`G*rC6DL`JC z3qmU$ zGox>u;g@@FyZ<4&kq3b*k?_m)+s2z=Vro;{J;b-DR86^}fQ!l`o>R{d--^GY9~s4F ze=0ggmQejO%8t{4Ut519kyk2q`lX9H(6FDOn%tIqgbvJWLO#RwSrz1y@RG<|CD^U! z994)2bEQ8I3&Zd$;oXUda9rc)MP^v@dsnRwVszA@>`o+aKKN*<9?c=Lu$l)RPhjOg z(@8hjbzX42BK)prJMTy2AO}bL z6-~(G9y{_Ek#TK#N?S@|V{aL8hF&GZUXoBXKCF>U&)04#Y9U`h!gqT6nZegu$HvIv z^=KI-|SKG7#O*=L5!Mg@8OiYMX_AD4k1pBU8U-0uJ6GX5yWj+qH)B0@&_g!xv)w@&m0vpJmnX=X>p zY>IYeGM|Ai>ETr4h>s&V=+HU1_Qi|(3*uwpdbZ^poTC1bPj1WSGHHrW!>(Gv-TjDf zP&U-u9L|jAQ@10&_lds_?S;SP#|@rRP@&|_*#&7hL%q7#h}dp>=RUpxI|eEIWZ_YJ zbA=KuJia}1wGOc{+9zKji_nEjrE@jmzOz39R}q=2Y8v+o=xW4hNp8Qa|27^Wx8GX= z4{7Jn*jb*BP7h(zhRhHrIQo9wX^I3c%pd)p9zkr!i_WQ~!PnomXdZ+2_LQ$9gh&wKjIF{Uxkc)`LqHs zF0sd`8qsBLqFOl(vn8%Gt|2;Q?k|q1@PQZupDGl7w7h{l6E5u$GjJl#ZEaWwjbhup z6A+(AmE=V!m_aEzo%tN`Da{wK>%;l``)Ya-U%uDD5^I>!-}Pe(@n!zI?d}23_=+2^ zAU-X<6yNJ`(_#@T9i)^*QQbs@7Tx_e3^30oe0MM+ypc2!O#^@Kxp0Ak2-6R|?fr}R z#EhojUxJk53Xi-e5ube1#+EZs<}y!nj}x9ujx5k0M|6Tb|7>_+iTU-*eTYq!yLlIx z`Mk4Mq3|%=QKR;b1B#b;K7NDPc8JAmM?tN-hr`M3S4c1_l-z!mN+dKJ(OUZ{_M+?1 z@t5{H4Kn_Bi}^*_Uqt5G<6uUn;kOPd7LtQPMUqBqWS~#2Sp4Vf_y?z57SDw2i)#VEIdeNM90nf_k}>wW~nXv;HQ9Ie)0uGB~_%W1g7dN?Y;nM&)qsI2BUNI zg+7w;zvAU*k#UIbk6~D<0pzjw+fUBvkz}y-Ek|^x1-SP(L;D^t9}yUv6evfY0Y9l5 z=!8R)2)gn;aCJ$_V-~ULhIqMULj_lXH1b7cP`C3dEp*y2yuTFD(MNk_TEpg}S<@RR zxG2r_-$Hh;+3M-I*&gc7vwdWTeu!x+N}K<$dwV!L$>4W_}F)d%;_@UDbGUo zi1k*RQk_P07C(c!{=aeYXheq${yu$gok$C!v*+FT${MB&#}s4L@6x%tCB(P$>s78`_%EZpg1kxzl=<;WH46~-e7^~Rz;WFbB^PG5QnxJ6huHxKdo*{WAbl261vv=;XeA)89Dmna-s8WESi ziwgS;tv&dl?|_?iEFv`Kiuua~>)MU9{SjmNn*eHC{+k&=H28}af66k$uU&r6?s!XhTUfF~%}x zG5aQzHl z+}}&vw_+0!zTEKnro5F1O`lg=P8kuwJXbxa&6o(1tdCj#`-rg8sFOC!oCqv+1^Y`@ zL;^&o_-v)x5+OG2SB9cJ5jGCG$M13?0@15?{XsV(9C!BOS6fv5)_JwV0(qIu@PD0x}Uj~P(p+;$tAlYka1rYD-`Nrzm)FtAMmygxJ;_*q&krGioj`=k^+{$AFoD5&p~BrU zMDSdaL&%6A!u0Kk*_9ZbZDWe_b&N8|aVUIk5D}_HAs1r(u>e8#;Qez%=-IeuW!gz1 zaAY4W`TwYxw^I5b6uHFwHa((~wTi7#Zb;o;l z2ZT)I_ON9-z@({`ymes*@MGDp1DABbVxy*kn@Sz9$3w=TU}XoKIHf%uyQTv?Pm?{4 ztw+u{M#$>o{X+!T8@D%iz-~EiiMnA2{PIi~iQdrxL){}0WMh22(K>!|ZwGAu!&O{p zhBxMTY@ch{0S80o{28*w#-Zz69vta_h--qw_Q&vi#pAbwP93m>y{XX2tpl{wf{N;n zcfjc*UlYE0b-=3~izsUaQEGvCeNU1$f$`=)(c9*)ZIkUwi(?SR)yUoKQ8bU=TAvi7@(4%oZd zTRI`C16E~Axy#0MfYiEFu4ilqv_+fgq+aiUy9Zi7WW;rVu5!iWbMYNONRqpzyYxl} zoO$T|B@JnB)pLuBY~QQ!Z34N!uP>XA{2aB#Ap;q9W|J2NM|OZWtwi}G3YD`o->Zzmzn+hgPQTni0Ehck z(_NQ3!0zTucPBa?lI_`?fC*@)6pYQsL^kWJe1GIz2lRz)mT<=C=E-&%tidR^y=BEz zxp#p66_YuCG4ko&iat5}4iFJD=kshjz;fxHkpPPh;OI7Gcba0d0pA_p;Yd#uQ_sKN zjw6>0SNGn6igbVbH+O1x0K4XE`nX01*y@@65UuC{a`m>vTfLny7079>rFTMtfINJM z(+Nk;oz}Q4>V#hQ;Z%c>PRP9FZ_)Ru6WY~Sfrr0$!ffxy8ykLg!n}LSZvUO?1kT9o z@pY0UFd~1p+BTO2S3e1Rre%EjL&?*wx zoC}+_)gZz3hufuYttWxo=T;D3u&CtoB%fS$~2*&q^pm)5;@40(6i;h%oUU%^sTd*mkf zpM7(XondpHN8t6=Gb*Rs@qUN!0#Yv)W^!(hlwKf#*yiTI4r~}#q({m=PXaI7?Q@=? zFp_cWyFwJYZXbcn-jB*xI*|Noyh$J>`m&pQf&@CV9epKu@7EQ~FI8q_fAzM@U_;P-DjQVP6+$71)>BF}gr< z%?BMmrwiWAnlZ5$wn>rU%eT0=b{R5kin?`h`vNjxus>21$Z-3`xtgw}WKbG%$o;HL zhMEn3JASMrLsWa4ooF=~KNst{xfga2wX%*i44#&@8nv z12O@A`epvuwVe!~PS0`l-ARUxm(~qO7?XjQ_e3Xb4;da-_2k=|l0h8!BW1A}8J~{J zR&@u-5W3pvuf7!-zS)-4W?GYhD`9+!YDHkp4^FHjg4t>l0@rkCUOr+@Nw8Ur$}1IDZq_7N#jX4|)Ci$Po*?Uy3!QZ-e#B zo()$iVf}*PI?g?3GQ@m7|9KLH%wN1uSApO_28O2PpAV>%9jM+NgUTCj>u(p?kYPj5 zAom|S{6vcl<)PzeG=1ik17vumn9AkuMW>6xFHK`o198m{_&dmu__*wPgdqx|Kie>f z5yRyZjncYgIBHbp|8X4|=H!gVrvHC5Cz<>HsFERjp20X_%`!49ddL2-P@W7I*9}~I zAxj2+e$c{Av&kUyHRShyQ(e$w=2qf{JMzH4?zHlkE?ARf^5xL&Zuse;Lk_Cwh69au zT7>Fu_`G@d3g3oqunUuWxvQ}oj=Lmle`)E4#V2-0M8D|<>U}-oUs5-mrp}yq?CS;- zsV4;6YNxD-kG?HcioU-Kjs?pp&O)f{M|Nu>4q=^)h92% zcfW1%49&7Xdc0+Xil0@E2H>iI6{z+P@2b{Dvomnc=125V&6=mo5K+pG% z8PTF1IAZ#F)2$^vV84w}WV*Zuo<|Vw8IV_l{LPz*O6`EopTRnD#1Yw5{!d zAHV+^^4Ir(U*zpSTG;&M$Qm+T!1{I- zEr|m?aR2=Lg*(l9VCKAHjG1{4JO~T?F+{`1;klN&Rg-u<_{%?^)=0Y3$MR zQAep*_m=n&DWy-{pd}S= zZZOmhp-1x+7xTM8GGz^`fzb`A`*Z)bCicSp0kabm>AeuPUs8HOZZBAS49=1+?geK~ z#~IO`Ug&W-<5+UP7bL$pet?=@=(SjA($+xeh3mHlE@?IPf)>BIDX^s%zEEAZl(hFk zThU#~n$BLh9aQLgyQdd6e4w8VqxM32yp-EkW-nw7TA!eDdtrsr^$G`3FZ?h!JN|O0 z7sNzvt=woY2!oft+4ZFtOjB4dk9_Y1`i6UrhbDSqe3h82JJ}0y&Jwe}6Q+BC(_o|3 zGpi3WGwaz|l6~+uK2GYeR3C(FP)wPc(+3OYCD<3t?E`yRNo`%(J}8vUpjFHDf%U}I z1se1F;B$F$MErt2SZ|ls#b4M5&mJ$mrYYYCc5nVuc2nqs%GPT6sKtG7d1p>%_L4qu zy!*840W6p!gt;mZfxz>Q3XfH6{h#Yg;wM+uZw~yZR6t8FB zfA-lHndg7%H3{o-6F(4i*WFu7$_r5N#IVH*vTv>5__RJKs46|cjt$MqeFRPA2g+_ z$q-*)QinX62VV8Tfu%3P*=>FBe#G%`53vtAHAx5RJNv+ZkZN@H2DuOJ{&na)+}j7b zZD&Gc`%&rbol*6)J}7NfoMk)E2O8(^NO4&hC7V|6!tH|;hX<1+ejl8g`&UIz)Ca1u z>(n9#`=C7dvD(`qJRdu}b!G(X?OYe4HHxqOFZ?<133sU`zu*2#AB<|nEp`~|1H#Xi zJw%J|eelLxVq(*eK1fp6ER&hQ5y&qfQ-Afrp5GIm>3{lQ(e~a$d;j)9n30tK;8Y*T z7yMUn>0cjc*~sNh&-4MaEMRr81O-N3-VyL5DX`*BssDB<3MkN}JR;{%V8M!^^-a)l)mm{gpd_$xypz?I2al@f9kkU#XJ@CR}kO==Ep9tFbOEf<%}r+`kb_9y!V z6p%BCZ1{nsH;vx7x{v~g+E*uhK_0w!oMyI&0uzxniLuDjwwkQ_NWtZgpX-owYgOmm zLT+E-a`FQ5@IPHI4P>eO0{3SN2^2{9q(|I{h3;`?R$RvhwaI>CFR<~#4iTS@LbTna zv%68)tB6zmWwI2oQDS+x%21#wu6M~dbi_)#!8nNyD|c4Tj-~y;9VicwGCIxagU1P}geKgT zh{(%#zft?ZBJ$eOi!~@%P#K?JM}ZBOrv-J7DNv@Ayr%gX1=L5rIT4;TQDC&{XmaUG z3cQ5iuB)vS$lOR$w`!-r`-c|`W#3XD-pS1Nc_#(JqhDLOka4CSQg=V~P+-@-`xh@z zC@{6PqHBms0r5>$;vohFVi&ff8z0;_{)XDQ(H(Ep^X-~S&4I9In`2%Vuov~|@gzghjD_{Mbp zVTpb)ofYA>QnDXDNakzPk(F^Hi6OK5A%0;%#w@9RP`FxP8;E=`o5~;|t6bOak)6{I z`<~T3&_xa~Cr!2@H@h)5t09-98n%AI>-YrY8&HS`H(gkAddTg^<1>n}aK0kZVGJ8t z);)Q@8u?E7*r+}VS!bxUPy>aD%)OU=N5L)j6j})y=q|I>(nUw#R173?(4m8?o`Vpb zTS%Jd$^4?gN+`)%h{-5yZ@4#(iS4;F9sLv&Bt#e~9d*G-RWsfK7o!fzTNGi8(Feb9 zx4bq?fuY9NtYREd)?Q=Z5+MbScr4u)fwMF_aIk1E&Q^^-yLAv}u5Z5O+bP_E)YA(B zyLxfSvU}nba97lhIfU%!z`F8Fx-H5uF^>xeLhtp%)mtlKavt;(fPU{{%Dt+7IDYP! zPepA%C>t1Sc{J^ z?55|@2>rm-bZvaez**HqJ)$%FVP?ZbAD`V1QiaVrY;He9w#4~>k)@EPwv9dJnTYd@sj%j@?hjP=7D;b!IXZ~b6GvyGyC?}zDzLmuD9`vI0d{51We zA4)WaJw~{=e{{CRAVx!W z%Y1=R+q<7NRKVz$_;IxMbNa!51W>jwd&$-3?^UO>HVr7me(sKUd0_6TGTmPD~}50I|zesJqoF?{c~x9kL50`qn+9Vmso*C#_WgJ@72GM`Z4@`7-!EzhYC9&%vbt0pR(JgKp2&r2%k$}__ry`q9z*puywZB+QY z!ZGm78!F5vyf8da{gw&=I$Oy@om4PiIkRRFnF>L6N4>Rss4zXEe1Cf%6@DJ|pS!)E z3M-ld(l^kk@cZhd-FyZW_7XN96Az%!C;u`Yu+Y)%Ac>P4DlEROd_#dpg(Gn$b87ii z@Luk^Z;y})YnQ}LwTiIMS2h0DK`Ia^T2;0#=o31YaMv;WOa&#+wl0Y;RPbLNu=Or- za`P(}{jXF=*H_(Ij&yhTdOnTpfi0su$Efh~&Zl12F)9K6I!8ww#}fq`DC!50@r!eZ z=OMih%c|7l4ctB4Wjm2SWG4>Y!oo+-R_qzVhJV(iC&(b3ax@2IQOHxPUqkOvV07)v z_;M87cWB3LKm*%)M%F$ZrUEJ8slt3Txa#|@5EFDh`Sief8xa8;-po+mEuexM_k6`% zjLiJMV4Fv5DtMOkn(bgxAz5p2e+eBE88$H-!V!G&U_O)Wqe8pkf{F#*R2W@9Y5NUF z2h|cY4MZx~DHusPYG@c3lG%is$EkYbMlE zVYY_UHu)491SrU)TBp;XP;!58_)Qx0*eZk2-5LVR_u;4xoN(~(%URBcISLEq4-qkd43hCbcriz)jaX=rlN`luT%`9-skFzf+~1NrUtqz8iJeG&p{- zB0P#igRC=e&UbP#nH)Kn86FMT8QUW?1T;|FpE1u+NQ2_5$%+Od8mM+k-dQ20f!xsd z+A(CL^>e-IK^kxr@+9ov(V#OaMnQz!K>WAQeuxGhF+T_ok)c@) z6olsJ$|AMGApawcvSK==G+tE|y{#MYyxsy^kQAUH?UsuroMbV*Ad~f0Y>vYK4Oll0fK?k#%LS{)49qtBIpLvo> z2aBcJ=U-&d;mW?h9~!dg@cq~LyTV*L#F>tr3@)I<^Ao>9Op57HbI)n*?^|?Of2+v(s%&pPZ!q(hzmN0l`lbQq-`fBm+TKnJN;*OZTU(czI{fN+G2 zjyx8(o#>&%xBZrmgH73oWIn`uFIJ`q+GBZnmJQ{0fRpU|rQV1Y@YRB;gU>dn{7 zy0O9VsC&62@)Fn%tS7@shf_H7}o6gF=kc_j)~~L-FlJ zac?Uyk*x;_?F-83u$6G|h+!!mT-~)}Op0(hw8gbrd35+ReB12DB?hdNj;`Jt&VZ5G zN*4&%7;xZ@VtiF315Ddfe{{t#U_qMRV|E+^N~bKkSP2Yp{-?3CGnoMjF*0-Sr!l~9 z>6IN}nGASYdV;efn*kQLSNs{xWdOmI@US$gfC1UDFNRkYGoVMihFf}z0p-$h`AhFG zz;`ue$K`Sc6uv*n=)K2)OQ{Me%N{VGR&RNP%|iw({d9wTshR;>YeF(JY8jBL#u_iK zV}LTtQLdv;YI(tcf0_J= zGc62wB>#SVb}Iwq%`~0TUNhkE`WUd^H}o_QX&S0J&5Nhm1x3zk3Ra@sS&v?mzxux4U zTQIsOG1h(6&lzx$bl6VzDJJ6bqJ1w$E-UX7=k$mHr-hj_);JoU?^Ee(DpBBKxWm8^ z{(7U6bFPd5?{p6J@oy0rz#9*#F(_hyebeR4vv~|?aAY$hvanENE-NgZ0Un1If40YE zs#sAt_|;c#ot`HuTI{>0%3v@r{4}exPzvN)i0PK&M`{QQG0Qe1P9PBS00NE(J z7qiL+p!=(Tu=-uRZ)$GFmWlz$2vs%M`d|Ql<)#O3csKwp>8Ar0R-^Fzob80+8dU7l z+*|W#0Brw-8T!-@K=sGx$CMrqz_+&Ec~74Vz~HZvRp!qIz^v+namVuk&?{ul>}VPQ zcbU0@g609(>8Z5i^NRuCUtVmZ*Mf!5WbJW%H2`Z)$}A6Q9e{$x#1~gy4}fW*shnTi z02B_dYB|_G0AD1(5z^+p833ZzW1Yvyp^*fm{lo!qW8M7kDYB=v;lzTs12A{=!_WOl zJ<6&HH{_W!CbsrS=YPR6+Q>_%vJdd^`uBO62hSrjR_X<^u-=$i|K8Qe&CMM9{n&75 z@Ai}XP{76`W#+0VXy7EFyFCnI%Ly`=;YLyMGQG~c45yyXYIxT_)N+_ zp@|7xbM!Nw!enX#-by$|3Y2 z6JBRM)Sh3>1frR=WO@w~dfl&Hlzzm70(ZOLK6OmUiXZy$svheZ)kjD@#`8vJXogRi z@IhIQXZMr|i^d&;-Jda`KGoUd$a4Y{mW)g9-`L0m`8?k1??~Fu^?pT7n8dyshHf(x zbZ6g4FF~pi9+~_=YItdK6y_|6XaI&dq=k*SGPT`kU-uTmG!H}>uz2;FuV=9 zB_iokKGvJ@m3qL$`Z8;?)_r@9$;@B;c#wcf4lMk(qZXA7^w!rqpi)Q0wMGLCOjsCB z__hU|ER%SkdKw+>$qtjagpL(FHcXzV!i0WJoZ3){uOp=%kt&$5f7x+!i@Qw7SY};R zhKcr&yEpJ|F(LA?&57|MCRlf;zZ}VD!er;Gr;RwG9fK9G3BEU(u>Gxy-9MbAcHlX- zKh8FtE%&zd1{2Ef?~VBpi^3AWhRH-R;p(5W^Z#8%$F=_z(!-e0cT#jc6_+Y*Y~a;| z0}I0M?8xzOVZnM2$;2n_EI8{rKmDI43(Q_`F4^YIf&q=};D=Ei3bQ9L|CxRn$qhYb>Cz zpSkrTf(5iii%wjLWQUr{7uO!jekijuZg$n zMJzbA*VFw|F$;<)hAySISimVBePe!`1%7!|0fIX$INFe+c&3~MlKP*_MR!?n@3wP{ zWd#dz1NW%ixzB<}^iYe@2P}vlS-eQ?Aq)OQTz1-1#R5%&uBd$6sH1txM=b`@a~ z)VMmUqnOMw^9$o*Ol->%qer%wV5a6(>AYMPTz;}9qy>}iQrsThmVrsi4AqpUvIt-@ zmUZP6&L~V8PD|flL5v@5G!|!hZ;X3wD3S#&Pgdt>;>^`Lg727JX2D2M`XUS5jmD$@ z_Ti^IxG?2Q$8m?2$bF74Jj;TN7|QushuC0gruronp&iS#y_brBnIpRWuHVZ(~lVHcS&Hf(8WiH!?qn5(U z;jK2~&#?$L$mFaFEstVDa52?-D29#y!uq^;DItyx3M#tk+itMI{O&yKgNba2XP8V{ zCbOYoi1gAVl@0Dk{F^n>*)UiC^@7O^HV~e6ziz$B2BTUd-sNmI)axxeq?yZx(*LYS zUgfbt^NpL2bpabRe!U7J6|&(~obi?I#caq+X{TnEu;JN3LK*)S8$O73ejzNo%?950 zi}AbeAdNLNt;*QY;%9qoe>n=-a3EFlE;jJky6rRaxjOB3-aR(_2+Y;hs$fI2#b5n= zq^6zgx{pXZvsq~>_t{|ea8zkMl4ranbrJITLGp)we1Bs;+42H1D@<|L2-aEc-b{$v zh6k!|or68F0r{tQsRuT;9G)EChC*(X8D1VifrDpl+%J@};TX4pPeBJy$BgagqoZYZ zF>BS);k~0tZ42^oM1&_b^c*%UikJ2e&0@pe$d;rDOicZPUC!Y&HuT&pT@{DPvZb!o z$3h)zR&)I1@^mD#%8%LGZNcN;b|;+Se;^_GLEy`=CkDVVv>&@4Vn^ zf!Hu+-i2h`g%{jclUL8NVf@6ph{LDYaHhTFpTMec0yIAODD!CnsNR?|1e z@8`hYe-HPMn{!|u0c>roI3P=~Oft!{;lPg@$7a)xaNq{%Sn5A}4*cy1rz<&eV02QK zw8oVK=P4=wt?=N$vT#P;oD&>~NiROl|BnOSC3{JCPjNuGfBS2Xvm9_e5o{;z%K=XV zVr-Eg2kxn^Ik`4~10|W`5(O8r&PIy>i4YE$DZeK>hH`*#`LBUN@nsGu`SOXhD;(Hn zZd3jD8V8!ws}?VbGbHisdf!h!Z{%dXa@a$vR7{mDJ)956UwJJy1=OxYG>Ge5~$AO=r?JJ$~IZ%F}=#O0i2jo{iIJUiz14;9kfwPJ@ z(3<-BdKFST>*Cwp#T+mZ-wk?*y!M4MIEg&$9~Hl@gagj;dQ*DH+Ot!$<&jm~J2$)V z{l@P$wByAD4zwt@tB|n}!&q``5weALOI8OPee&67z7iWxtT|mhjDqYB44sTafzl(U zk7iKt_PX_-Y_mAfad09wG?N3LYdWXH&?&c}jc~arma3kFJlnV#$I&unR9XJqw zwuzLAyY+zjMWnio3(9;+xzZh6SmG13g|N(+3prn94}|aG!u=}VmOfK1ur(5f6wSH# zD_D0M3rj9kI%K+@x8}n1+`Q?C!(4b(@31b$jtd7)M|XxeaKR#K7SG9<3-6a0J8Qdf zA$+)G$43t?oOPJEQgDI`Dk?*oyS%xOOLf>qI>m*^CUM8Xvs`E+Y7hiZe7LYRXd+Y5 zj|*2=X_8(SxUiaX(yAno3%|`%#APn5>z=h> z=n5A`hi$m+*SK(a)5F_Y5nTB9+yA0t6c@LB##Szd3%1iAR#(SzA)=(RVP6~HOE zZ{sluWdbQ>cLEo@ejK}XE0K#|kv#hEdlDC7Zf{A^PeEr|%OpHfxsd!zV&GyL7ie;= z-ht^{s2MoPbGSW7Ycjd`i^j~MUgRjZY_}uiwoIierkaH zvRe7^9^?a|!YNhcDS~A9`X0P+h1ht#6Vhm{bJsI0^!vbtny=WvK~J)D3LE~AsLmIl z0QVciFLP0lb>Zow8&II|?V~3tD7bZ^#hZ*qu2!nP7ooFh-YItPbuR4kJ1xk@1VsKh zrQ0!)pL*MS>j+#J`j53-_9_<$Uww{i@4_fmA34`sT;jqrqgSqmL0mXt`RnaJ97Xp# z#hkn6xlml-=B0NIcjLzU=1iR7hBcQA*j`-tugT$%#BnY>d3h#I)|Cqnt+#uO<4!ov zQ{LZllnX0^j^90R!-d4Yq)-1WxS(}BHT2>EE)2WTp6clE2=L?>$E;~14~(pasXO&~ zPq#1$Pw{|HQM?m$h6k>$;cqL>@qj`( z@SN<6?@O7L3;lSI9CxJY-31w{J~G;A>ZeA`zFHZ+U1lq?ITA`p0<&vTf6dHei#S_&i9-Q71K{$X$ zTonG^F+*c%+p}3}S9tJTRhmx;Wl7|c#yE_2f?)sqpDlr>LP{Ft@T=?x7wcv zrmvGyR50Qa{~ZS3F#09gPMzf^dGMuD{kM@94-QR-9(d z#=44kmH6_(c!fjBIX^ypTEC@q-32}nZlqf7qXzKdmvf-^g^PS>Pf%-}4&uYT$m7Dx zA$+Luik2U_#D@q?zvFwu_>eapkR5-S58Fa>cQl3bq3qM|gn=u3FpN8u!MVzZx7LTW z-dy9uhb>FwG6?9fUP25Je0Z9-!<&qJ=jG;R7|93jaBxd#B%c8O$%`6q;t7ZH>c%+a z&2v7Xhmk*S*ZusAH@tAaNjQ#_yK3~H3=2vg)wOzo4NM&&@IE$Nv@rX`SrqW`FClgs zg=y2S`JO_dMorxL{zxCk2shXy9Gm=)4^Fm8G@d6PJoXs&6ua}me0#;`|hss%dTXAsIbBWL@68&vK~%uFT7h_^Kp;6x*=Qm=ywO@vM@RQx|~I zxho0;4FL!mUb6?+2|#B^-qc820B-q=jaT#p_-(oDsG7|J$oafZqu)RP%LD%Y9NZ=V zL$gTHyBz}PD2(f-?H1tY&htBjdJurw51qr2`vj0~G0|##Kma>841IiWE`XSZt#6_% z1rW?~w47%x0QUOVSEFnN@aOmaGw+WGKzyQJ)!1GDcUt^vA{+#e$4l8??<9cZ+V!*P zE&_N_oWEk&O#pT8liG(pP)Ooyg8@$g$Sd6}ed>h*7Xbm{y#?^eQf-UHDFJj%I9;DS zEr5$PDw_(=3ShpN`AyG90HZ4FJ!^ag;PFj~tmY?x!&Gay<}U!&+7CgU7X)z9r*dE> zKmeEA)MC{x3ZTu~!C_sH0K)p@zbFLb>q0`80C`+O-!nM`&wDtmSGpvC>IWf1p5&11EAU6~_xJlDY7U`SmZsLmtx{HmCO8;N5dcS@JHae2X zJQInH-_MvH(hJ1bt9wEoqA;t|C+^Ik;A_7Ym9IZ90N#m`>rYV}zMDCNY!fX&Zk+0FUcWw7tT}$gd3JXs!Z?K0FrEj?un0S3a433>|o`RM~x0 z00rA*?cdl40OYR`^{fP-=GU(hf}=~EJUUivDu98ad~OAfIQ{sf&&^!|sI~gI+G{&r zCyEVQjJrVy$p1T3z7c0JvxvF^mnhvOwfvH%079O$Ha)>*JDb&Ft20Lks~rAigs{`tbE&U_5H9etLgy_J zLbl@x!fiz%JT1~z*|JOszm})&c)DCjfJR|P&sJq2G{$g9_f>>&WZO^mWh;bmclYwn_*gC5y=G)P;~A$x*+s8m}Yoy<59R2+?=U-QH^mf&Z_^Y`LZoE>+C- zGhQcz&zedz41PwS;h{duI(n8}G}VQVZ812*E@4tD~Q;5Do=- z207~qVQW1rdG|&kBiIEQGP~Hi@t;LU8Zqo-)uE!k%;P zZSRo8zf~J1zDDGRN(H{G9DV=(k))pNDMwxhDTFp8t7y)lM36Lq~^Y7V;t8CBp>C z_)mRy9~PF}$$M;pJWRejSc#3FCshk3P>|&nCj}j(_YU@#gD5oRcl7VWXyE#AO9R0a z9WjI7JY0kj%%&@k02v>S2pdf)HL? zesfh$!X>4ZRliIY!r=7oyRNB1IQW3@WAj)VIw||S`$~oo;-0%co5>WyEZN5N%UMDw zmzw|VQ??KmB%K3g=v5%= zZ@C&CL|%B=AK#0G9oC=qG(m2Ew`XbA{{{H6m1+MMM${hvi$WiCr|2)J!smbBQ|$#A zbTI4Saf>hL@Q>|YrxtWPebH{)6-?mo{`sMrm`Lq`g%6uBsmL@d7r^Mof}>|Y!bk@T z=B!r0h%Y4EU+Y;S1c_&#LW^+}ZDTr-WE@eFFmrjl7T? z`#uwwNx~>Wf|QPt>Io%_a48}$ylp>$OXA(J>6%ia5Sni-@oL3o3jFk@#0{5g0cYob zqquZ}n727wCWY`~+jrlkQ$k2@_c{4(S_oGqWCP#K;C4U%7?my|0tZTD+_BjrNNB$9 zr!YqZZ+Uaqy^$7ybd_(x1%iwS4#!6~Es+y}h3(D2>Uknqs(kt3o&_S%zy8Lav`_?E zr$0DY$&2tSlNXEI6tIws{c?jPBB;tStj<#u!OWJS!@rh_AVS>##cH_-mT$cimZKzs zyf2I)ma+(nPsHdfQ58Yu;}zznD@5S;LVxGEl_IDx*Pl;_UxiA-zK{ylM6gn0Frh+S z1QWF1rz%&Az_T=kP`*Y4a)pt&iZok2r|X$^|_PC=sPFZoejY&{EmxiF#`>!Mhe?}}iE>HrE~5au;#q=+C}>GI!R`24 zR9by;qhc2-_gj!&^9&t5iIo~mLx&2JN8RlI?|9R(w%M4#7|HKh2__S$SxDW0Nwrmu z-6_EY4Q8LKk-|vxcS&4y!l>7dk9ZYe^aEytqun?XgJ;kE#&AUa;!4ZeI5P8@Z&c~U zBJd^%cR2rDB!cD>Ycxa)MDTuBUC^_6B5?lNkr*i}g4dEaN_Wo{LCp51(GOB0Sbs}9 z_lBehjz9jxP@N?L#Rp@3w{Yo{8txpe4HCh!e?OMyhls$qZr}VXp(60AShLRIvIzg{ zrjy-H^{&J(QUul}5~tOpMPRh%)L>@}I^6wi=G=7= z{F`Q#&yL4g7E88d-atpc_y($pxU4QOKjkHf;KJ8#%Aynz?2bO!btP2< zcKV&Yi`y(zzV{s&R*|gbdrt&4S-~?@iY2hmjRbzT#%B@4I`acf6QDB z$t{9_%AQBuEKWqFnGf|?5$GUptL)Tqbab&m)UAaM^;B{e2++B%j^Bj{Ou~PsTdNyuuNcZzAA)==>r%jvr(# zUv&n5h~R-!b4t?$KGy0ZggHsS@dM$HCc%CZKZx2jMii&;xvmS<>Yf%s)b{etS7$`9 zB2RvJE&d!S={8@#T~Z7cdi=jGQew#3+OPFtju=*LaVqtjE5@(!ZZ!WWBZi-U3uip! z!~h@PR(H-5!wM^<9Xbod@YeWEbo4?oJpFwwxPK9zPa^F3wOm0AvqCL@+AS7?E_1)< z^(A7MR*%|PqbPoGnx9jTnxsktjzC9VmL*f&-th<20`7% zzZ?}YEVurs-li%BGta=_(iLL({KQf5(n>KjHT{`3T_uM3?H{FO)WqN^MSt@extMUs zI_jdj82-BJY*1b;2Dd9xrgg~LeS=cQYtYG>6V6YO6~}63t7(WKRO@Gj{_&3?eMT%zsSs{I!65b4AofFz0Z9I`Js=~Zh>_dnc zxP3LY5Ij3D$e>Qovw=x`erx!PNB2x&@`Q==#;-dzQ7%w zN7gOAI);f%bv=o?fC)XB+H!=C$vu1inXnU+Jf&Ni7mEpBSYosC6-Hin{mHda97T+A z@%lOQ#RQmD6%Zv?F?gNR0RnYc@J=m1uk*fst;v|8O36L15H; zRs(lqtJf*NF5H=wnY-7W!W}YvY~4Km6aVxB9j72%wkR*-Rqw~}BRc$@P3c)NT(x#r z&hZfgZ|O>t*z;l-HlADU<4?fI2WL5324DiWg?g(mVnag@m9ZdO%9GqXNci|yt}VbCeAo;LP`Cm7&KljpT8@>36_PL=TM+|yh$0wiWia~)ot1B)~3@N!^QwcWt`1m-i{W`Be z3>+=5tu4szRV3rnh3MG7I8d@k4BqXwohisuU3&zw#bP*`5UL)4%m~x@(~2BDctmCr zIsX8`a(M|l&+p!*gtS)m>-vl5v&PI4|9_pal+}f^NX>Z~1LIh)_m(5!%n3XwR9Ba* z$A%7H-;{ko0h=SEyrhv6$7k8ep}>N|tqBvTys>2AVlp~uqxudfqO*J-^7n1%SSH9= zp$C)r*|t;eC?+#Hu9DS;Nj2Muois2x%53Y;0hp-FyC0mIM120G38g$t{^w~zd-dNq zF>wF;d{z!;W8oUUNiIeVw(Csn{zi)7ee%}Te4Oo`c~1Pgt714*5xDLq-1?n40&y4K zh?cNNz}{Xm>KbW@x{TKyRTK9klQg>h7-D`o4?i4n+fewCIug_Allt9Jjz4Q15o z=FrRt*ve^B!{$an@cm+u_`eaz7Igf0cVPtjI+SNt@(@8t@5b&lULp`q-PE<`=Oe-; z=Q3@-r9?QI*7UfEp9n3lRKk=5iE!)X{){urh+umwwJTqU2qHxC@*!a&oN=_=CM-$> z1J}c=HN=P@RV~nNEKbCa z`97-%UPPTrOB>EsqvLO9P&=_xAIDy%TeFG7Sp zHlJ>vLW;uPYX(|yrba?}9zAjP7!qGx9D!~zIsb9=?$C?% zH+#`bcY!x$CFpJIx@^^mY23m1vlMnujzE;gbS-TRQ!k@@JYf_=tg&xwEeE%7ne^so zn5DnUe->0QThgD!iqkN3RMp|RzeM~c=Xg4l5aEp8`<*)(Lj~19m7} zj39!Xqm%+W5(z!k9&tcx%ETiN)Um?P)fX{~} zuM$D!n9x7<>nMGn^xoq){wMrnIv|b+-pfZMuErC=Y1gl7NeM*Y<%#vXnMee|5@}M* zO(OVwBGj$-OCo~q(uZDV$wWxvv;DLF77|dt*T+RXc-my~bqW#GU*$FXrV`;whnT3s zZ6e5=)aiML_`N#%`k^~ScvMO3t4AE-_Lyu+LxN4x<`)r#X7lM!5I=41YA8lL?snQI z8xcCIcY7f&C!~AXNa78#s!d^cu|Uq%oF-mGanGc}BiLY0&@Vp(8#|k3nZ+ZKM~1TN zE+etjGgs1Gk+6xe)Y45jKpL~?=>SePPK-?n!%5@IW?GlxLWjjJqNrGI;=r_-Cw;BruKhU?yf#q zdWHxCQG1iLPh(cx3(pl`##DDWEL-k^>;G$CYoMgA4VZU+c$^oqckGCuUI=T z&%pIA$PFG~VyF$${${X=P@7ZZeuPT|x?<=3sZp%I_Q{pIV>t2Pb=#R86GRApsngvs z`9Cwiar0>+j9wmB`Suq*a*l)pvv~i+1@Y23+y~CBbC&;y8&8kWbl?IJY;0C4oZHC9w*A64c6$7c~ozK&o`v_I83G z3BDUkJ!@V@f{B3*MioLN81pvS_E4Av`^4j#Lq$mN+|=x_sVE6#)z`mTE=GcKx>sB) zqTCvpml5J5USqi4`Acr zj(7)SBoz2&wpSGiN)!pEjv?{qH{{3iaS$7I{=J8AutX7)M_o8^!%sm8b5x-Ddx3u$ zD#Lo98Y6;A83~;wOj)3G7F$l8zJ`)Mp1ORZ2qjJu4A7~Y!Eh-OFSei+>YGyh|F`Bf zwc>2aI1%z#H)@jq5aCFVZk`Kz`n^-pMj1U`bs%hMKYIUmbe(cF#%>g5wz2OLo9usj)ECw%Msg>NieU!#^QuOO78se z#pGEMq!f}KCkLQJcEqLY0!a|OV_V^~3naKFwDR=EizHa_vf0ED3hB9y67_Lc(XQy@y4wV(5+<_e>#@!mRdpUn4=rCmZtf>v*CB zFFWW43AFNLS82zQ@H3+XS1Mx3l|({fJPB5+$CK71kifFR^Y?wkW{;gl3yA8OnJXZX z1aq%s;~f%71XwoGpl^wHbZu=txdzdq@Hf8a2$#u4i7y8c1-86?l#2x`ZpRvoV1w=d zmdr0=V`A4EHD1K`CAs}nB$iD(worydwQIAD{BZ!y0u@;a9H^oBO56Py68Og5i;=^L z%caTc(Wr#LSVrd02$W*8tbW|;a1!wR`gG44CETMWZ5tU(0ypYfy>ygXpgQFFBb2_) zD4IX}JW6M8bwA-83Hj9(;d?qUO=!XLE}{19eG<4DC_O|7=d9UxoU|2IF1dwJ2Tc< zpobkB=We!Ph|Ir4KmJC7&W@KOFFHt|I=LwO<~uG&iv_8YA2`|Z@#g%WBoOM9(#q&1 z0h4X7N9ZSkM)A3>Q-g@Z=efInk>G?^dx-Eb36d^LI}*A^Ncdij$CuMdB)BCS`rU#; z0y2nLRwlB!Qyob`Ls>1Q$}@=Y?_pFZ5TJZxpj5UQfLIhXf{@ zbOL6^a9^<2$@ZK;YwoO8Zl1))jZ(`uOp_otwTSP+UlRDguXF}X2(y4>ssx*c?HPu9In1fM{HHN@K{=q4DN0= ziRTg9mlLX@pW}_Y_11AAm zQ@{EQn*@Si;^l485*4Gb?fPhuPo~ioDJlterfu^YKr0)zIjk!51$`V@3#kB3;F|yGig)g)F+P3)k(4Y<2*K>%?qpP}^7B(>FfM zUEN9okA)=gXu=&)ewoP6gJjqow|?vBVKR7z&zdeVBZKPJLpEaOWQa@TJtS#ChAlG2 zvf{_dP(}8!#!on&vat6<%fxTG_W6^6V)5R^@*Ekqrbi1@2av&JSJaXXfntri(WhS|i! zM48KEXgoCMkwU;5flKK}7>IVWHn#GyWS~!ZOUog0U)Y(D@&1E7r`@mof1JeWThmzJ zBkjzqeTZwWzOM4d!gp)#1_fZljt}?N*du|l=J}M3NXY9_r^YZ6?Yz9eyo|&{LFwXh z9AwGS4wVEP@a;#RwSJ=6L&*(yNolP>3z|3h_|Ks=KGr_uE;lm#vQ2AwjMfc3f+KFuWEi!N zjF)vJ!;MeW=O69JkQuqR*&Z`cZoos}V`4ajv_JWs!?3ty<*uR~BSY2pS1Q&=aRQh5 z%(tc(G6|t;qKC-PKk$3j#srt?$|FnD_mLrXi1}niEf&hr*r8pI8RAd*apW@@@KS2A zj$gS;u@cGB( zk0RYj(bzxUNW4bh5d-=C&L5h-lIl?WYF2;w)O828M>|xo_hWpCt8+N zV>LnszQSy+X(AbNKAufXA>&}{zCPJNMZza|jbG5na7MmJYYPMMZ2XoyCK>hs3s@`Fo;Wy3wqDu0mS_1*yAF}#1A5}iAa1auRuzfX|CA;5jl#3UI= zi<>3rxf(4iv|RSu&j78}cb-4#T^u@3qA|8C=VK zw0QoJfv~A5!{`%f^>Ld{Ba6xLqW2To1z`Bey50yahLus<$gPHjyEs zXK{ZrhRW!Nfdr$D43GYqNAIq|G#^-e68RCc&p*Np!L+d=y!xe6p-KbmGRn?0;iHc*yfp0 zAVWK#Ce@sR?|^Jo46&fVwi}o2Y>s2WA!2~06$O3`799U)O@WG)uQ&}SDWG5bOzXNG z1=I{`h4wm7fbFW{IPORR&HNDY2hLdM<#yh^E)>{k)g&?CN`avVH4^9Cv7cGcH^Phu z1zcZb%S3ompi(gX-sBkygsN^{?&(dzODu@5X!D_fmvpDjCO--!@+7e%{3#Hi=#g1} zmV#GGyA{S0fDP)LDz=`d;Irii9+rU=cv|Wi>T!VrvlK}ouOK|`U9p$LMGB0x3Wpk9 zqJYQAx;DvR3S8;ZA*}7j8>+%7I`JVC`1|huHMLL*yxxBK*CRw(lN>Q^E8C2d9jo}IcG;H#)p63#n^1wKg3J9&yeLq# zU~jku75cT?XSW$D*0DuO&B=`d$`#9xxuUdi!;52!QU^~w*|i^~x0bkLx4|AK{P*$F z6k2pd;(T!xT6T1Q&ic?36nvIlMpn0^KrBIcR=f?pKIgu(43KsI6*Y8%6vzG7lgw6iV6zcsoDJP#|H|8v@*6bK2m_t?e?T$`V$4}9%d&j z)MEI8pG7RxBjc1Mx2Hc-Ad>-K=wB$Hm%V$%k7f#79c7$<--=2Vn*T`uN&#Ja?VbMZ z6p$Jby=Kr!0rNve6-&Eta=wMSh96kZv)~rtCk6hM-4oU7rNCyD=(U4=6wuziyd-*n zLco7CXgydpgp;pj)D-{1(0w207z|Tj-!?(+rx6M`)ul%pkSOqRkbUA6nF4l_5rPU- z3S6$1-w;Z}Wh5mm^^Hz}$dIy?icAU!U)OiAV^P4NSf@OJO@VNC#lcq`3asu*I8@K2 z;4`C!GmWDZIGdq2UH*qafj~dK`)OmSK;T7P*KrD*j>{fboS;CDJaMWLF}F+h@b*cR z@JG6g2V(lm9W#dz-BI>Svl|j1xbO zPAZKcQeg1cSaty_Q`Em$+=xm|UplSRH;DVk-jCkD`zauC>{LV_N<7*alJNy4zoh?m z@Htwbsuk@Q^Bp%H_LQSp2L;AnmDh`W!@6dnZwb}t<(PHcJ}>k(oOgRLKYH!SC+M2d zfFbnJ5?Nh`lBGW;+{KJ+&ed%c!qANG8l#`Bq(H5R5cdm)Yj5DPK{*WD(+|}54sR&1 zX6veiJH-^(qW;Xf_5}rOU%fMn-$sSmZpB;WT2%P9uT^zOn+jG-;|SslI#js$rDwm~ zZYpF~3N~)kr{ZO@SEueYq=K>J&nJ37g*2f%le_j(fof@SZJRM3=X%Rxoe33Al$#$D zIYB0eIGxR=RJi$Olj$QfJpa+rzO&|3X#U#~s$)Tg-O}%rrY))XnzQcv z;uBO@)kSbJbhoC0T5nRO_(>|hoK7u!ZA*m?{c{n=?5WVWNBAqrfeL3w6|Mz3A@0Zv z{_9Ky@lLYOB^N48xeygtu2cwV|GnAHor+gV8{1OlL4_;5lF4$ORB$nV9(U#p70&$d zUsdEq1+9Cz9HKWBI$scU#C)mv`Cq9sIVyfs@XxUf-sDe(q@Z(B3TLT6v*`#OMSP{S zj#+XJCoFdDI2nK^42(_HBa)X%KKX&@IO3ENi&*|({oUVqoO4@aJul+--qnj!Snol6 z^6zG>zuha(_zE^Ow7vOA&4&uVK41G&j)Vv)_q{YnI^ztF)H} zJGfC{b@0~Y$2ckb&7L29IQbiG;|GHOE8((QQyrCgo1$56V22jQTt8!i3VJx4a@~iD zw%Ik*>_Ca-8YUkppyWr*ZKNmA3OY-7Qyp6KtjllWnkkh4S&yrt0KMD!$)t;go^Jp1 zVIc`UK5O(^Kovcod007KVnl_yn)|I<22@CH^vo#0th|aywUgGR!V6(p`3o4P2QtAw z8@E$ojM$qcxfPYzF79oiL4{pYclTY{i03`1-TXoo2}+c7q(7&^>3tQ}Uy2CmUBzwv z@t0Jv8J~}lE1|+&tNUs@-%vsG)7&PrGAg9rxDxMJjusV%?e~071^uJbHr|y~*wa5; zeY%PY^9N`V4%JksJ#{g`v0e1JmA@wQ0+Dlu(Wv(%D6Y13FJ@ z&vjElfK@!f-$Mnz`$5xpdZ}>v@Rk>=`l(=ci^#n{K!ss(tE3e}RG5g4K6vdH{;WP; z$N5bKF9V+h^ARdkWF<`G5UCI-cSo4;hlHtDQgYi)p+el#Bc1M4Du^U(Ty~X4h1=mg z61V777(IEQI*LJsBPVaujxwphH4T!TL-e$qes9I1Le%*0$LkO?OeZwM@O~-gh-y3@ zAImGz=7;A?x0r@+!+Lrvm-G(&-$zDe$0ag`_s4RA{30@myCktL6q(tozqKPHQ>&qh z;Qh$FK=A%-`XCkdeR4J$#0hz*ve)JMa1}HeE<1ng_digfsmms4O9d5vgxyvt!z}c0)JC>pHuOboUp#(I1=EfV z@q)!v_#+Wif=QXC`>jTbfY2WwLz?~)a`(jj*U|;Y!8t5GN?0ksINGncT6{AvrWlX-6p>iLOOCKygjCIQlYaSk?!NVf<-YX_F*r!y} z>O?>fV&kYD8t4iCmR(|_Ml?9gWBjGSfCfdwPMJ1(G?<-zNti)zS)69iy{<>wXdv)Gb+h~yJg#5;$ra3uY1U^w3TEiyir^^&%v4r=PWO!sNO1G3fu^-I z@YQ1p@vKIoG0#pBHm{^Xi-zW}Bl0xJ4*2{t_5n(%;a2?N5e?=-I{$K>(BQX4MX_Qo z4L)1qB{A}85LXfA@B9qI>YH)?QXvgCP~H%)zd%XN&)22C!VH`VSe{XWR%BW>-+6z%o4eSo85}1c8F_qlrYSk(lh?$8l&VQugRq$^Vw0@$& z-KqY{v|1XhuglqGTTg>KKv*sFnFjO^g8og7G}xlqw;`knmD`ZIZ*2<=nmU@l)U?uI zrP!Lcj$bjPhc^oU`9^~i_haj$I%s&I@cN*l*B>7zH!cbZe07pI~xsDxhQ$#|4J%t+tk$SKUg-@%%NAk2ifs7Wp@j|S7(I|D6qXkhP^?fL344MKlija~AP z1{N#+HksbX{h?xB@5WtR{|>9}|Ex%-L9hDIqmkP*DDY{{SiD68wcU$6?(%dvFgY;v zK#`8u{~F)awTceEmKBhetf9lpKx>iB>*zp|w0K~)fexecBlpj!(4jWpR3Ji)j@N+s z&>Odr4$89jvMHPC(8!}(nW9ODqdP4d6SmSp#V2_;VLO2iJkB4M`|Y5ET};f8<2&hK zZ0$nZu1g1jwa>}IyXg=YbaC&X9vzhWZp{=J(DBu)^CD-B=)ee93ewm^$ItPLZ6oca z!*ttH{WN1bd{_OI3?_6id10(hJV1wcOqeGeqC=rkDX*+49S-_NY|cGGhxW}HUYdlX zSZG}F(MxkWl!Y0;R=1$TT($VQEK53=PZ=Z&oS?(sJcXy;R&=-`t^23Wnhwe5Zf%jl ziOyp58LVMyjEzWevya@VTRY^Ijy<{pm$?@i97h z?SCX9gG4{7xC;20(ZM%4EAt&r)TEOzG=mckUT3hj9;AcA6{qj^sKE16^Vwmjh~x5; zHp!^a!B5Id?*i5}ta_1QNQbXK&k}4C^y!eK_hDHOO5Il%S8IvVOBg|%GFtJ+a`+TW ziw@1x%7>qAqXQ>0>Y&3GI@p+KIxW$lLpGmD;sf+pa9vsVR`fjXiMi2RWjYv)eW~BR z9tqVq_&&j`>^1AsUZzBc^1ch}+%Zez(y}|=$kD;OhOpN6uM8dB9k|U}Qgmpw>N?>j zL5IWIih|cg=@1yZl=4W34ogY1U$&=Wm>&Gw8E}UV2|JDn6{MpT`N?~GGwC3GfA1h) z7D}u9xlb*d4xYbG?lO5uhqoK}CmbHr0aiZ~@q0>#;uK=U#avYAk2qchmkwzJe{I*G zXLLAp_FtQKAsyDWKfZ4Jf)4qDopF0!VHOs%zO5^vL%{aKC+1(%A+LXjczY=wCNggQ zz5f;qxTy=dzr(PW{nK7wftgwM<7{6gD)KQcFQJMK>Q)!N?5xI&5IIsO<7h?2f~ERIr+2(I_#kQD^_U4^#A2qNc%zu*Olx@p=LU)Aan&^Xu(W;66^15 zrNdL%bponi>2PtSq?6A#I{YKag=e*+BE{y3B^|h|zS8=$JMp|3W%vExaS+ze)L_Iq zFNymr5zh@CS?Y<8%ay0vT<@S0U}qNT_hl^bCu(VtBNmKYV`8@w8`v!Qv8o;$a#WT4 z?2&-SCw$X=6CJv4PWGQfg2zOq&ewd#kacK`Dd7Ma+fw@d>oBC`+Uq4XbP&Cwu1Cko z`#IApD?ZX;xk*Rh&JT33#dp-3qEfDDVtFUt5pezH#=N&gDL;!f#qURHljk0(X`s}L z-&3=e71JT4(`&RBEs3AJw&f98Bz1eMlLK1T*!1qQ2zuy}{5GdJhYq)7R(&yjf?0~O z`O}Nu6R*1|J7X56S%V%w@6kbIWW`$(%t}PJ)XHaRNOa$mbY8-3I>df+-hAv99a^@O z_ov*XLv-)>v!-}DoaX9hPF<%%sNLNH`KxsNH~jp-*2{FLUwbTs8yK+HVDA}y6)fC&gm1GN1B_(2@1!>}VB)%G zTzaClzg>d?M_k`8Jl(2JdbLz#gX5V?74kT{%eb-DSW4<#+{yMneYZiZ7Es3Jkc>QR&#UhXJqe*q_kf z$ACj46ST+14A_5SW$xU52K0NXoIP-W0k^K$Y$F_G!1j+hM;;$yKwsX6oZQ0AYHymNWNssJj7ZGdv>4qMN8e%W6jp5^R@`MW=d-2A#t>^5{;)&8PcFsp) zq3UOP+XAq#?r3Q8|BYNeXe%!@VSu*7>8U~_veGCdb`KJJYaR8b4vDrLe?P8+#Kp#X zt+H^Cxs;zz|LCJ)J!d2IaMI!vXKgO+V!*l6Ta$Bj7?ASDHsFgk1L_GYDzty0WCPXT zMHna{9QI#DM@f&(#9SLdiH!nYd(@-kS$mz@9;q{cck89^=T#Z7Z&>5Ht}+A8>_0d4 z2d(RNu+V&rRz4H4*D*nFg9^SX4kUy5i4A``_{zoTf zhEOgu>aUF`r>AV(l0t^sbT_tdo4?PSI{~FB0fPZcmo@e}{ zgK`ei4sr4P9rzCt6aXLOfdFL{v6UWI&Ut)l_&A1D1(7&po+? znYl5nS(nNHm3GnV19un%u#JR8PC5gMKGJW_;(r?_xgHxA?=c{GNB!sd`wR$Pm1Q^n zfB{~t^6w*$7|^l#t8&W|27EXprdO1MlO{j-cQuazmUnq%47v z^d}7A4eP3~8V1}xLQyEzD3}CP=OcfVX^1d{O(_8zw&! ze%saX}>LwXi)- z;*D}y7d0`&`>iD*@pxeM{`A;EEReKB>9rK1WMrq)HY{AbQ2AFE8*P#s*V>4Uofm2u zd^?#Se^fK~3liI==HwEBL@(Fr9hKS6gpBj^+1WUVmxzzwiY-joZZ-QV0tXeleAA$7 z6O#Z|GAa$LHZoz^-sQh-P#S|jW+JgDRpIEZ;>Rf6sTIxYZ%|6LjS|)6YnYIdBlhN% z5)=Mj641|D$poY4epka3n6Pg`r{bs_6HHph=44hd@tP93UhQb%Z=uVI(P*jpmn-VZ zXt6wnnfF122_XD9|F95&35RBr^jZXPva59ey-U&i0dMmn49{bi7^(<{>BN&O#xC=? zy!yWRKAXXvaVf=%I)%R@0uuHqPT*djIk33*4+9=FxaK=^aElgP3js`Ab|a-))gh?B zbHT|a;h2%X_bVZi37@;)MO?(btf5TJ96}5eIE-VpEwLDmf-FteRVKK1zjooj!G!&} z!bjxdnXvAhWZ$|(EZ{xxS2>9ZT44>zYi}{3C1o;JCY1@s3*B#d?x00~y!pv#Oeh+> zaIhwW308Zf&C~9pk}vW|E?G=CV=d6KA)5&$StI3x51267ZDK`8dW4?K3+~?ego*EJ zTgvQs$^^q&n{M}9CJ5Z#c!-gQA$i;5=}~}%0~^#jo-x5Ga{s=qg-p;%Ag+!q!mPya zuYLCdf0h(~^XnyMz}32+^NI;u$~Jn96eDq&pD)Wwn4nrQuI~OC>oip4lMw&)iV*(n zc!QER1k4;k^pZGQvI%j*u(_-g4+#0!5q$(Pxs|ZyAr`ox^fJC13l0o~8ct&a@3$34 z_z+{%o2j!%VEeY{)pukC~9hiLoU-WI~*8)9wNfe};m3sC+pAL(ys_SnM;iH_Ot`+kD!bgB z31ja*Z`nD<1fOAb{?G~BU)qd7E~iEDQht|Lt6$iaZurn{fH7 z0t=S8TaNgxWPyG__w?c_7Hsi16urKh1$8`oOnBF_z@%S2+kYJk_RvRrn%A?Sgs2rE zr_6$0;l>I}6&3_JYj_2#vS6wDL-JKM7AO^LlMGX5!C|#NJ&TPjh?yg*FWtm~%zzF0 zDVqo^81QPV9m6}mov6xD-pm4^Zae%xx};a<|H1o*D*ygTMy&p%X~d7%SfILSi-n@@ z%TA_X;X6|!Ri)TybMn>4b=Y`dNydR{B(irrBQqa~#a<=&L~LNera!A|43Y42>8N2Q z4)WpFbK~oTH7wX&`ygsLPN?x9N#_Pm9C2~aa;_o^R`O~*GeJcxv~_PM%CUfd9r1Ym z3Ko8W=$tcKngw}As_T}aq(41|rev10K&miLOGcap2~&nj0-`M7(`}k!pf!%-hPtk<4I^8y~AL~QM9u7t5OYNk%tAHUIuIO7MRdh^VM(9JT9|{j}2dEFm#)wjV-5f zXIyPQ*NCA}&40gS2ZqQq?uBnEmkAAq%?BtfT#hCh_-6p7`(tL3FBN~?s^qN5CNaTr zLzi*gFcXTUt2PV`G4WE3E34W4xFNL@FJ=0&V0AGNM*98HqubH5ase#p=$(CO7RZ8Q zW{23JK`gwUhuGtXmslXNtn5uy2n+r^S|{2S#sZeJMbbzF3oNzRiu5S7s^WVRHJSxE zcSCCjFSFq8b;G!pE102+X~o6YSTNfrvzT}Tvt_z(hf6#v+N!l=Qz8ovogoaYVBBQE zn{r8!N69S6u#q}L+2Cr9rg;q?*5_p&hk=0b5@_mRl3Z^CRg3+`7qi3>ku!Oj5L5S~XYpbdMp^&!5s zoGnj#%mO0<@#h20CoB+8(d&PJSTu4}hJxtzPoaV5DGP*8L=Cd>=e6fASiD3mc&l^3 z1W_-2eMvbM_`K!sK@mhlLGi;TSU6fG{I)kXEYgZP6ZU|GPu)h#LXb!kG4i z8J-+oQeNzDcV>z^< zJl*f>Vhjts1&=lL;i_8`U-P9P64!t3vDFLS;h27AUfSwVTs~*y%0Hv$RR=a*bHfb8 z{}bCVcAf=hbFI%Wo@2pQ?`OJfKNg5G{D*CQa09wsTJ`P>3;In|ev6)F!Bjwzy|o+G z+gWIsdJ31>yLFj$jx2nczblw-hZd9l=zJ$xP&1JJSIP>RL}yI?qLEl|V`R>KGZnpj z`rE~m&H@iBf!e!F7UZXw1~jly`lQYibS`=qpMH#g440MYMiYez77S19l2Vz%Riqeo zOZ_hk{t2t4ZJ1?&pYWE^74s}GF1Y2p_>Tqe^gNn>En;?JKQ+GPWdq46WW^N%9~&q? z((MoOv++}`Y1?@O*&v;2p!#wd8#c9Ucw-^V2BP9SBdQ1+ej0p~J1@qDZF_g0XN$Ap zh*`dq!*VvPVI?%Zmt+H9@v)17(rkGB`5tGV3>%gUU5)cu!G<8dqxKQ9Y%pSV(2h%z3imL7xag$(s$r#(O$+e9?QO z@Ro!AY*3h=+;4FXE!k$X+~PbN|34@?ci;jWY!WkDwJ)+Ue8naT!EE>{V7z7`gbjoY zTT7vaFbtn-=CgzdHWa(^-a8n@hPTk+`Io>3=-t@|90)7PAnTH*GUG~USZ>3 zHpXA~Tw}wyuigFP>uh+InLn~Tjt%_R4WeA)*-)Ztz2QLu8yN2=Y`-M3A+ufW;^0j- zR5-TX>rY}sz)!7;PswZo$WTwE$KPT@Ra{($P6``#?8xG)LzFsGJgAY1t0QWKV<6(k zOKSY7h^94VnhA*Jt5vj}5&5j{W{V<{)^Fjxi|0+9I{ID!v8K4i%MRjzU}LUa%kMTMa*(s}__suyFloDQa(WXVAoDNr#{>Ov5}s3^l{Vf$D@urQ zT{!8-^pekKud+eA=;G`&D)G10+d1Ge8(O@3clSiIp|WS=;8v_xaQAw4a3mXg2EsaC zg|p#Ind{e{P&SnHmr%w~dI7IKuLZOsM&#jxIRbh!Th`LbIFAZ!P~Fjr-qkOO6MckU zjyzFF_C#+NY;LmFpx3LYmyWlh_xF0!8NQf>ohvu@FSxSd(^vh2S5L9QeUxav=*WgK znKTK1d(6mR>zuDA*>JOaPDR<84I7J{3;mDde(?Fm;lgA1bNa9}VbBbh%`2-_e5M$V zx}Xb62iXv>pQWy`pA9+O52Y4AapPdy^55!Z!-usKwvGKL>Fb!(sX;b)>{Cir`ppK7 z?$_D|BbW*Qdnb;QkchEL{V56?qLLL)deHE^4eNSNG1w43EhToGh5L<$ZkZkjvykgd zxS=r0hU@i1J2`)FgRwvD{%#!8>G`NIcoHQezq!A8nhlbz!Ee9+WrJ^3h}XGUHmFFK zODxP`1J(5tQU6f#Wt}E}7VtdIGDRyM4)jki_sZktz^kBD0@NiOm>KZOlUd4vtO21P zn*1DaU!0iQCcpukR|NGVs{}a^_Dhb-Mm)Kyi~4jK2foD?Y&Q_%!0EZBpQVWD!RuFu z3Ufdxs5Ej9;u2G5O-sa}eZrH5h$%+t;ev?jyZ)KH!sEI5%d&M5H4Kf8{a=q<)@(P4 z^_`Z$&25MdiZUiAk-$y@`S@O6WR!8|b&fwWTUd?q`8=`ebKs@UVr5F4T|1t?h$;9kF>YKD#(85;Cm9f+CH zNQ{2L?qWk>xW{M5PBxrSUwN(i8yl8x4-%AZ!#->E++CV+{mYY_iXSv$7$#OP?Wo5F zM%x0XYuK=Lx>r=HnhivNBDU@`K*M6VTEBK*u#;3Nk~ zsrRfm*>S*Sg!itA1LFI(rM6BSSdb6*ay^9>tV>98b>+YbeTu%VI|nwhH*PgKP2fQG z&7n2wXE?Y1}pdgr{cl$hs z%+Y9G`2q*Z*XPo3k9=0K%k-p*XabrRI1%`qI% z#wUoWh?~kw=6VtFeb4oah+FI{+xRYXz?nBehk`$kRI!@!5gVvVbB7VOII_T@l~=32s(BT6pvM)GSETHt-Sry=Du2V&K1R;Hsz5^vju z6J61YUB|v&Ko95bw`U(kPn{0_DO5m@pFJ1Q=&{8~7l)6;*>FHfYeq*CGa;w@dquq^ z5{&j1H$R4wZ)-7bG2_7c_Rrn=rX1k(bdVn&O$SO4~fvqL@xse zq%(wM$_zL#O-Yp+*v)~YJF=^$b+F+PK4SrG^mh4)Fux`aG*uq{mDj=nwXJ@2J#8E~ zFSLSpNjnF0bT^z^---Leo%G+kyYT$2Yn2amqXii`d`EjYkP!OP_)s4QUtP=l_GI?} zhQ^!IvvvqQToIZ6?-vK|gxrn&Hp~I*4N{O!T?`KB-gd~SW^y2+nB_1;o+c1z{x1A72i}R5b(}&RSM9FNL|g&Jqa}!TO)VP>5o3Hde!7BKGrT7e5EI20sRMZad$0L) zXT%oK=Z`*5bMX6rf4^HNhYjYrf<8KzXH|gv7k7Hr1yfQ#=0CZ>}Ko z=qMhqGdPK7=4vUuQJl2M>(l)IlWye%yu!(w{T?eFXK`To*M)i#Dx*4{_nHbeWvM5iVXqA<|soC>NX=Rg3G7apAd`;wWLgB^Mrw-5HWU z!G)I&+}NeoT>KWhC8=Z^F6hQjy{@$70`dO&8`tc)@Q3r_xrrkeD(;5m|8?SmDZe`J z!&6+))^XL`<;n%K$CJ0~+_+FwdH3cX4=zk;6u7-S{eR=J!=h)n5TRXu#?FfiOB4E9 z?|5^;q9T!Ssmg~7`hKbAoxWV~pj_1G^y7l%(B#ibe=hv+T_KiqmJ0elO3XOnbZ{}b(D7TQD@;#d^a&v7n%snoAyTX4bufWKM4IT!j_MNcctxNtModOE?B3pXa6gN~v1 zW)%tt_%RFWx0a;8Fvf--@)Hj2#m9NF&AN@aKoE)uo3}CGf_F9XL-TGfZ2x)Z#dcjT z@LavXO3>y)=Dw$Cz1z9qHhZs5aVz2z{p4dBT-dRaDiN{~aVXv4jw%;FKR9+RX9J=~ zaEn1DS|P%y4yfWnYPVN@Ry7xlerZ@$)o?-Rdgz@WbzHdZqoYM?;1b~Ot*9|tBNtBf zZAc?FA;W5wuJ0{e_~fnV{=SV1NnUZB+u!g+7u}Wa9b9-7=5|%}I~QC@-0HzDE}VBt zIB}z!3)7O7RVqEGoGE}YLVfEH$18C(bqkfSgE~tL~waob!7kV~_ z{eJM9z{M{dc^TR^%!Qvm2L@;(IAQYv-cceK{K`39!z3>3>ZR?jB6Hzl?4(!>g$v!Z z@@@a$T#&uLC37!M_*}C>N&qKz%oUTWLR|@E2$3jREW!5p1WGveF7uzm4=zM?JwIHE5{pF?n*Bq`e>sG$*KOy5 zuT2Zn^(#JJx27$!l?wq4b?o?NF64Xvz7+R`3wJgbriOmTa88u@I@IHO-*ZZ1Yb~xO zewT#_%)qQjknju4geOxz64s#0&#GqgmoNUb9e_YJqen2zOut${V3QRpZ3()FbX+^91~gPQCRS8F`7lJyLDBmM`aWa zf4KhamFg&LcCg5eRvQI-J;|@8>Z7oIi$%ZK#!=9_oEX)F*k-|Ti`+B{>Q4nUH*Ow< z`vkXVVXb(hvxGI`sWA$dwH&9W5$}zh2ZH7(e7Ey9o<}sPzY=?P%P25S2BLl-{&Vaj!lyzk;|W%EMg%F^X#T1lNe7g^{OnZ28gB6CzfA)9CejhKm0PdOuXT z@$6^JLQ9U}<)?~-Q79l&Dnk`UVdv8wnup~_Vevu^RZ?yg!h%=Le_w$Ub#{j(%Z$Q? zB$o^OrAHxjI&ET1auj+$JrT`XJ_@nMOPdTNMxnv+rcRI8D0~U^b@dk=1=~;!>v>@$ zqSUbJs?aE`{*R*bj>qbY-emWjFJ7BZ}ruWLek_;MSKl98IA1VD_OupvJ*I zCmz=^a{tBLg888O0Y#c69}ecnd_2y?KhRmWIIs;oXZL6_9TcpZXYCH|Sz<4{4&2~1 zM(@TA4|DS!x&X=!^)jVEv(jq4LJUlH;(LuIxNY!w#|sQR{i{)f8W?@2up<)_yOcIh zVF~zrv-L+GOnkc{E$#Pvlp-PLc%U5k^Qgx;Pn7D(3D1egDBbtzC*K(;rOBCKGX*ej zrcC`HN_}ndrTalBebm^tYYB+r;eE4t#fV0hZ7*MqsJgi#e!cxax(iOOO^DLv$=%{w zM0-9gqOBZJdq0rxO-J-IG@g3{5s+b@?|Q~5$g%eR#7Z5DF=Dv#SKuP^|1WfR*{1_o zE^g8s_xEExx5yaU?8A))5&;@^bS4VA+!e-Dlk_~-#tc> zx=#0L8e&<;<>NdUb56n-iMe{@dSoI> zn{b80^&S{-o33*o1HM%)wLnzKRU|$V2sSW zv+rXbIQ`~DgJ~+(tE12G2*_#ps?O)(820_G3#P%az8m{|(;$!aC;4w++llY%_ok1L z$WG<)N8sq8wXzeS+l5coni*r{YTue&XTV)v{mF^oosDPI%fW&op`Q&IG%OQ(R9-Vq zjAqnFy#~i}EMDY;am9zcu7foS;llQywWa^0ELhfL`ifN~*As0kbO@Ht?2vId%n~k`F=!9Aq{tZKv3Oj{2UP831CBz8L4_Uu_$-UhX z*+*)vUcUz}oP94Kw+?b#R5_)}6@~0C{d8}O#Mc2LefMsRk@ld)F-NbD5rfwLMCog& z$nj~xk5}cSW~WwFDG znQiFiSn+X;=sCq56mG}NO*^V5z>)lH$-WMJy?s#WMJHBOK*yU~UFfWVyYij7(c;sW zC|2#&rwfZDR zz$dJhOCJ4WL@jDcdkp-#LUP1$V2mu{iI;f~t}Nubxn&S7U9`313dpzMR%#2F?yx^? z!51vMOvSqtm=Unr@C5jemNIyih65`DE#qsT=jxpi|MOjLp6z+iXK43NC(z{X4&R;s ze?MEsd@=Y?@6AvLF6=VPofrjft$Fo}0`o|=*)RqYdU@r}5HRvrrs7g?%;M6iBn(&} zY?q}B*izr3o`4C_vW47s3FCk<+m!B$8CPtt59mfEXusV)s(@L4wW`BWA#TcePdiFR zec0?N2}VW7t6HO^j;VJOBT?e~vdD)oQSw9nANLI-f|0tFX?$S)SYi4~M3eXLr0o_& zCg73XtceKU7U=VnHmv`APn|`Y$XIsx(ZnWXE>LURAO#0r^Yq5>z=_`z%a46+LTi>Y z)ql}AMv}Qd?1_Af3o>{^Y#OjkHz@p-uK)juXm43hEw)=vqxP6L_*(n^A-&fqxsAuc z-_;oC$i=p(D(tE+ls|8*#GZl8^mPRd(rrwCZ}Ac%T0h?W`S}=ezgTijcOD&o#ac7G ze?FZ^Wf37;VLF+UxY>DR0iCS7IKBCZ2%UVYzBp#RkWSVvd`vf4L?`ccL+5LW(#eN_ zP0M5#)5*iEzx}*Ra2@titpV`W#AW8=rF3#BXz1O=Wpv_aelX66CPpV~>YW6H#OXxU zOz3MRIJq?Hi>Cygcq_hsA+elJWPC){mVu*DFB?rI>0~&^-M$yh6^Rc&x`Iy1x~$lr zz=~rBjg6(~M7WG|dl5KSHSHuUO(zC#8p7?s`$6UA4?rJ7uFy}QU*pU-n!rjrQTXL$ zx(>XXReg_uNxsdshTwB!&$eA)o4;+BD#-Iins)`r;NKO?#s!{m&^}ayCwaS8g@QC5 ze0mAEr*FRRZw#P(pRZ*MIC#GB+eYxl@%ZbN80gK?=Sh3OtWG1ETN7r&Q7Ni!0D4}v zRr!CWKc^yZtO3(HPdi*eC3*%+-VC5J^Z$ORR{>LhH=GSY<&vUbHrAq)=a2h-;00Mm zk=M0QVq==aqzg(eBKk@q7Ex$QJJ3rI4fB!erDjC6IV+^2AJOR=(Z11tBFhzrtv>xh zwi~{)6GxHt3kfw(wq}F&8qQzqxXTgHCij^~@g4;nA&F!QOaw4DbIp z(lPdZdW>iqu@+zWhs}ehx^2BAsr?dvxFMa~*}W$2=59Lq zJz$p`ZA2%56PMRV?xB;36UC#KjUl7zg9aZHM77{%;?ccyeA0o0n!YKW=-W%W%I>3+ zpr#u_)8IU}GkuNw5t-P$!h*O1bo{Z&A_HqPIuYpHa(sz7qR@U5ajtOpnxKQC7q)b?)<_<PHQ=C1eZFDf>D=tAT=(AuAy-vgCgtZb;2hte)A&%_(^(}};w zyKhTC*B3{QX(NiG&7rA>5sfORQH~!CSsm$nejx(c*%V1D-bR)I9$k+TknMs7Z-KkW zS|{k@zDQ(mF%od~99&p0o$%^}K4kmwX2xI_ourH$HCe5PXmU3{W9!mM-uvxlRXTJM zBA+c2M&bG?mC6Q$PTrj^iJsG@lgEmwCWTsba=huvX_~DjmfvAH9!?E9;rhfcmZXju z?LAYhszxVv#dcq7Rp{ibi&x2kZFDm8?3{M)MLG%7zLr>e34LL_^y2f&cwJIL>$5AU z)TX)L(iF!s#Tgyngq&s~B+mYIpkxI#Hfb64baxCkHELY2Ssf zW8|5?d%D52$5GkIH|S*F=b{z%k+3?!hPCu2o#YG+Fl)e)$4k0hqG0bvr(;6V=!pL) zqhzqN#KAx*291d0lxQKiSl!cMeJuJ${^0KfaPaS853XBuGR4`Qav1z1+NDzfE-j&b zSo{|U=lq`xD953*xjF?O137NkSA~JA9arCe0LHw$`MUr-{GC--3~rUo+m;RPx_xx- zZE({69_0s`J{{2A3$D2?az_H3ku|y2jq68m@jnvI7(h7_UA?!BAD7^XEKOLXiVYc zK5iWB+q+?xG_p$kOTB#xX^|71fromi%9 z_>tp}^{+Xew8h>J>zDUkw~#NgO8haF?+tnAQ|I=c#V$s*M-HE%lXfkMjeeexlTYS2 zw+9C5zhYi{1)Vh7>$dj3qLX_HRT@;ey)hEBF$3+MEx#Yn^W&T<*lA^X&P1+jWGocA7|8d5Ly_RD{m>%b z7OWPFG(k@=ruQCK8(4Nsx?&yeJsrP=>cZ;>rnpTdmxBw$%8xO?XZ9!LSGHpPDz-FJ z;K&hS150q05g6tGPJRiw{XeS)r!W0~{)x1PyAEjZFCu6aD0s^JD+|}z@h0KROK{9g zJCW%kPpM-ww)F{Zx5|nVoU2 zyRi+7HPYOajv1eS+N`}0OsqWLbp{pTvG!ixj7sfn?G#-N-cam$=Z*@FIhNX#prUE| z56T#*bo=wtF-7pq=jSvon_4V~!diL=G7%AaUGWeZ1&DrjuRvx3=Cz#vXLx?zx4_TH z^li`ifv?C|_fL`97i3KIPOJ2~)p-puGanG?W&(!?#e1?9p z!|S|$Ia+a3s@9S+^qZ4@8$OlNiSu)siA};2Y^PL4i}_=;T0yCJ{t`M#zrUxlxCoZ^ zz20YCi06Sf0%jBWbn35S_FYqT;*^GMk`n(+h@JE!RunW02~hqj&f7Gw|s*but_R45F;OIW--; z!8b6VC&(b>dGC|EL040r2Tno^V%0K{{uBH&s_J=S9)k#$_N_| zBAS<6AJbUaBsP?G1ToQ2N=(jcGw=xI%s%~h3=+~V6lDE@L~Y%BEPvC9*em*;nNgfS zUs#^_6Au^~>=czB=mVF}&8z!HC)-?pahQ+Li809># z16-r~c!wp}h~HlLh8c_qmGgOmm9(llI%XI)wcv>}_+9wk#3xjsBwxQ|7r3zMC*LDf zriHIffE(P9vaRVLDtG(eXNOc&GMHBT=fgLYn1r5RFAqL4IpTU4r7x*1NVtJ0-u?4= zUW#aV$g=lci0Wwk<4-JPw}0c!J^`>zRJmskaAO5`)%RN&2FT5SbleMR9LGSWRYeewdyQ`WMzJtTywg(ue6cR~ zmK+-NW018Ku2R+h4DxKVi^jbG2Fcu@9Oeo++4w!(e$pi3Xtd7 zkhsq|*xvFmMHb8X#lWrYZ^6ljPqR;*XOMOd?W#G@lbjn^Uqh; zL+}qDC`s<&xQMJjeR4YmnsodBtplZJ7L-X}g5{CBLY={g-?ExH;3YCx^aTvh%xhhE znL*4q1zz3?Y71q)*aIrwPxQ71FSjWa*n+zj*85q2NA{+C*$I08(-u|$m3an&-cRW>A0lv=nN_{GZT5&lR@l-+y7nkfZXz- zw2MxsVXNp0B|Ucrk-H){C*cOW*XMG4cR}k_k>6hE4C@abD>!os%jiz9yV6MpIh61& zaNq=_@)+#D;RvaY9Zgp`j$Q7h@W+o14APrl?0xzugS^sP6~%P~n_GnV=E%d4bMbM1 z#R3K~K1Dmbwh#j^r=4(>Dq`S23UtYWVg~-BAh&)3%&00D?kQoA)rJ+P%O9iE?~1je zo}hGPAJ-f$MW)UDlZsDK0nWwIKf$#hsF!JFIKQ91*Qy*hXbM@({ft4jUAFE{1N{so zJgMjZ^XJ1>P-NkIUE3F^49%BUycY-aSGqFHU!q4p5J{;9rKIv$3Kht5f!V7|Agy+~ zs~yzOF_K*Q3YCf3>|h7dPG&_#fz1le(a*rZWBz8JK;6(c4P#))=q>g?u>WFn=QJpi zyZizZjGk!c>IZ4PmmB=6a3Dry2qb{DCT5+dz^0=dVw*q@rug3A&&ws$e1WDDMF691FQI~j!;%c!^1ae)O>jw@VI zk*BWn7B-h-{dY$DK2t!+GOw>y4nhg5nrklBp`?krS!e_B`~BdcB5qximaLSnTm$nga>XMe9svfxNEU+A}fpv`n*{N0?bnOj=+DgLG^3 zZPrW2W<*bz=1oJEKejBaOvNs_$;iw50fX3b)+((@!RsTR7&IiIVc8ngJKsm22!2t{ za}S$Z`AOM32@H~xlCVH79-B~ymg;)iD3(Js{s8zF8pmAr4T;|j{FZB!C;uM?>66{T z{tYflUCn+s_Wy$j*^@^LqsjXfgMKTrdFcGWcE zC>XcB>&iLskIDFnC~&{O=K6Th!C1cg4ybLknReki4jxx#Z1V%zQSKtv;I~zQ%A3I| zO1WkRHwbdL{ihPl<398y=>Hpsx3p{o=bdf;(Sd;#v_3!X2by!MdM*TcdF^zPF_G*= zpSTskZuZu%8JOs6hPKcu@RdyM-J7U{U>wb1Sj+ zxAi_xA39>xF zR?+%fnKZKYuR~+kRwhvtqV65v#w4|(2A#v8UBR{eM^rEnW5d1{F!B6O3w2c{33fgZ z83(=#Y;*bv&a2(_LRF1Pq*erZ`hmY5G&>i74=0#0ePF|mmL4v3CMjInq9FxtR?*2+ z0zECF6}PF=@DH54t2g7sucptJ)`0I#hAzwpPcU3Q{KN%}8=fXqf-KLDf7ijCC;C_H z2SdbU*UbZ;y6WzKj)APqSF1b@KD>T1lLx#o{zN?y1ONB!QQ~?~MlO@17!%w6#p${- zcqq&MWEKrG_mn?hyd3O$K6~vVN|O+4Br=4Ojk&DaPr&*OWscD(<>d-tyFQe*P=B4? z8t~fc2)Uyu{m+1y>d*V_C;Hll4TNZyp7fRHB8c(+3F#(nu#Bo zqMJuoG0Bc5@qXlJhHbXc4QHFp2CU{lF4YCTX6q8PQq9BpM%m`o)hk z$%icO7-2_z|AZyiG#JcSI{)hlCb{#)|Hf-4CZQjfK9PKqNe=Gyb3c2EN#6AKU(j)8 z5|@;R{`@XXVj?HD@eR0;BgZG$l}WbrE?uYO#v~$guF@Yty&jsSqPIIarJxzD^={g098}-p=WGC7ktq4)7+<2bw<~Y`Wn6uN*wqs2E<Fp20NG3)eHSX~gWaPA?KY~p5%o2DU}ybxZAbS5dOdRF%dl&Lq;x}Cu!rz8}% z?|H-|51Pww|E1wTe_(D?VkRQ!F6~m!LS~@}u1%o-#O+ts*-ZSFn`mAyxI}Zy0_z+M zL{s_MTd?bO#Z8r5WI49qH4Z$uJ6h>C_|~=hiB=vmms$7g0+^KLjSt*FMK8+=jDZ?q zgZ1M1OyV)x!=$Odvc5d}H>LVF%z z0%vdkqS>qA!1c7!%nQtLigUI@3*-?=T2z7xYBMO^A`6-4 z)hY(=I!zO5oDsc@<6LZZZi!&0S<#FOo^PLX?DlU1t(2!6e#^YxqV^o`Yfp?00A`dlAkg zhLSfU_JlD><(}$uKR#jk=&va1>S2;K``-mu^}=RaU**F-CUG0Jusi=51FSUPXwi>K zx=4tw8Nh_B7Y%&}#mYxRG6$Jt_5CMrj()-VfB%PmRrD)Hmi;XA8F;yjF^%`XBw7`Y zhsVL=8~GoF4r9b+@+AvL;EG16T@)xg6meeg8=UdWpY#J;I}0;DgJU~5T(rM4$?tZu zHX7V$o%OO8Jk#vFV$}}}#CBqxHF!DQwJYog*8h-b+wy#z5ae|qehXfZ`lI$4REkIv z`3@R9@jmlEr++SW?gypFbDn1K=(PnFMPRK*yXSTA!M{{*d$4rO=9~h^e>OMg8*c3S zBXmtNcqHWvzbTky_dA%4fxb|GpA+*9>t8`BvrG{uj@l{KmttmbL(*rp!A%nBfzL5> zxsDL~tzhJL`Pv7lNQB9kMj@~@es7oyDmI*Dyx=uTsrFvNQw&sScX{Q25=X}07tBD( zUvK_l`4v%^npN6F-iI7G?VsDCb=}#J^x(?lVq+l<*IDQlTu#x=A4h1(VchkH$R{=)_>aR z-UfMD8k=^tG6`cx`jMsYk@YQLF4Q6NctO;mNV5!^EH#iQ&~srs}b3fdWCv17TNiD=Yz-M zEV8FR^kISoixg363j>$4NNK;sYcoj}$y8N*Ah&`=jE(MJ9s@^=xlKx>Smf-iA?>4w zG>bTE^-syIWRWeRop;;7?E4%y{8zC^i`e2~F&P%wDF69uF6ic4KZ&AZUCRo+quXYOD-!0g^5}X>{$Jva5>Cl89 zw0Pk_k59v85%~9xBr6>=@h`uAeH$q9Fx{#gGhO<0_^dj3!DDDH50$Wfv}ma`_%i2m z(`8g@f97v8jLPlSyKeA@9u-j?E)-vGGTF51V2iARH0CVk40o?_jtbWu*m&= zC6$-BS)^HD;MYnnu(jq!2?vWD>6FjXonw+^oACy8W^m>7G*5&%2CST`=Wf9wYHN)9 zjSjNN6Hn)-t1MZhJ$fYP56C^maj(>h#v+=l9G(2ES>%kY(T^=QD7|SI_g8R5)zh0d z4zY+^gw^RSwk)DyGZxecQopF%_I4~1yzgw{53sh^%*E|6D)%wu%Lv%1`(nu2o<*)^ zFE_6S2Y#4|${t~nt)}z%g1}whmx{dwuRW{Tw1{?;MeKDqXzv9T<46~tMw$nDH$w6Hd0v9#uzw;&koyqu`I?7P*w(r|@Dw)-fl`xOyLpa2%J;sWQb4WQGl&?M35BtCq_( zVUf93m0fp?5rz7P%%D9iV&H3c(8h>GzQ|XZY}t*zkxJVT!)XY~mh!E8tIr~j*H13J zv5Q55x*0Y`dMuK3T4rWW7t7Ly!I7_n^JizUS(KeVi<$sH`b6XM|ISZ#biVT@AL zVv)w=Up}Q8ERt$JGkhiz4QycEto2P6S@iWwh(;7v+4CEgOQKoi-%3xr5zvRGX6;=Z z1Do$f()?msWR1_yL#nq}_|4_--$y|OnRs1AoS!&0y^i_#78f|M7q|%;zUfy z-+y-Z5gf3N9DbJyidBXj=>z8-^!_7q4=?Dm@>B=o%x?Etf*UCQt?po`Kc9ObXi^*& zO#@Hg5YGqz8R89(T|tdy(v242>fVo2Dj-Yxsf953#m9j83D>{3*>yA}5$k_KbFr;G zPWYGC99{y>XKfR$#0ZsNwZ=Mv*RCJr`WSe#1r;0^x6oDu=Zkr^1fa5yzrD129ZN$t{^nl< zQ2K_5u)tl2B9cdZeIT;wxxRNQ6PYco-!k?d86G~DE6PNsdweQR2!jv%Q^r=^Kq(!W z#Y)$)H>mX#Z@tDM?+Z6El_StMG_Iaqe-$$BchQgv$L7|w$3P&AMQj}k?u}kyk+c$Z zs)2TyMcNdzx1?NR5$*RgXFV@Mo_t$j%@EjLr8GNp9+eSVyr&!ktsDFC_w+fuQ2(94 z%3v0`vVL($Z6F4=kUDuP05im|yYcvABK2N3?)tI_*AM?rc^_=gSvT<}gy=JS8uM2- zV%Ox;4dG~Fk&nw>-lcWmV2j`R&WvX4USh_pJl|oxm-!vo+JaKI@$dT$CR~0#nera% zc|djZ-d6PT9MKO9aA%(2o5(iIFjHbg_5)-b%M~vIpGP!mseQzz^GaW}1Z*!K{ie{4 z#x`8N{T66-frw0kB?SSr{pKAkV!6lbM>^Q&p!a4Bv~aU;+tP{U(o)6c3{pND4DW*8 zWBTzGpl0PeMh}QjgWXF9^xx1x(xCu(VU#ja8Pz{*hw6GDCRl-0Rz~dSECdTX8+AsQ~__+=J0i4#FmkP182cy zJXP%i;QTB3T(>a8U9`;e5}-{Cr%N0v5H+u~dmgyxjNXVpD)h9)KfNCntB5?dfdYGJ z+7Wk9(I%RPXWMs_xU}^C;%(sglUyrbMBs6GIJX#)aD*+C`i_XUbKS}l1OMEAc#0rH zIs3!rN06!N^Kq|$2F(0#Z{ziP7Rh?~)gitP6}fbHdvYxXD4=7O^ag#Uo+`fm8r=Nj zPfgZfh`AHV^V!6%ZNBz?VK#~V#Bpy56pZ_MGI0T$TqqR1s4BuH278t@ z*MS|?;!0)<*`zb>`^Aso2F|Ueri<95cx_frCHQZz&Ytz6G&Tt-JQR3Mlufp8;F2E# z)1|~UR2H*I@VUqbLEtadgniGz12KK7bWl9wj*;{dHpxBQa8VbGn6>D&1GPRZv+w}# zGyeSa2bI_@X#wEX@%->J;3ql1l%wG9!qG_sut)6t134NF9H>>fQ@HSD^$Dd~@J6A6 zW(1hg=r^hle&yyoG=+f)?PyI-11ohBIt{_*#=TNsF_ZGEjp4pvDNm$2H#q2WWM?R5 zeENe}H8*&D#gTV@sK{%}@N>hcl<_9VA!E>S=SDGF4ocXk86d|4@_kWRWq}e49?M#q zgp!AcUlkoh6n<@dtEEAE`ml)^BKqN(asL7$E8P<>nTagxmkPeE=VO!OpDc^M@Pdi* z?c+Rba_2QisqUP+rtoyzcqVkgB$ne^U)T44S>%~VdhzvfJfsfT z9@)vpX0%h$hrz_NV|U|3JOjI`xyGm#okbjf#F%&f!DiHF4c_hiYIfUzO;(EX zR2dsWw(*G%Q~&d~s7K0fHd(mgtq*0yCaQ8njU8Y`Thu|PJ#Z-P*2HgcKFi~dyD^(g zRa{*$43^Pc>|8BOAmQ{wkLTdDT6|R+>bps`HO(h3W8H=K4&Zb6K z|EU3;K95m4%j{(bmVl<~P6@lBr0Zzp>2s7?*dgo)ALw@Tndojr!2bNb>k^_d^lq&v zLsXu#{~AXST}FG0fC$Jf@WOu+B27{?k=w1qCTkN-7TQv5a?a-4j+2Bn z>OWpSQel&^6lvu%+fWhnV1AXYY@*x1rAyz!CcF1^d`;hs{?WgWX|V|nOPu8~tHdTP zbzVo4H?Ya_sr)+4^=z_cbxBqWO_5D_K9tO}S6~zBBjSH zV$*fleFk*tvA+NM0-NkldsKZT1Oo_ct)ecniMgclc_vsNAK8EZ5|(F!YMt(7Hkp_& zzTz`Db>Fel>k0;9{O%q{D4V=HmVWy(7*@?4N8<`ZFE0Oc-WQy4jnMfD7VOrnG7QHI zR<{0r2p-+|ykr98jaKB=yUHdPb=BTp0l#%G<){S1cPZUwfMSkXVUiJS^1RurNfVsQ zxq8eD^c`#5?Eu;ftPVK|W(Un%bOKy78c&n zg$sLem6oQ0+LwYy9l?$bMZZ>pL!}qqzsJB<6o1bP1jmC<-;)BvzI2q7Vj^#T_0Kl~ zulmnD|9}~<9hK>^1WnZZ&$po>!IHGy6$UskGk=v+f>MPq?mDy_eEChM&kv>CMc=E} zg3@mN!$@2O-Yl+QpF-*HOaHRTK@MqfK^8Od$G9LpG~@jGpHs%ly0HB^lM)%8~J3@ zCq8WQeQ9TVvNxO5WZZgk=`5lcGo~N)LZxiI!qv~9WtUvNAmGU+?$Yae-k-(<4)G?& zx?}wtF{<~u;Ra))2l-qf<@)7TkDb{ha7%rI-6^!>rDu!goUr~covIK`IDu_Z(f`jT zM>w$fw(-kju$=AAwW%B>eJi(K@EM!%=W53EfD(h{t1_RXgcV+8?k}*6nuT{Ny+l+z zlBr+8XfdUV*a|iYof-|&e#ItBBezxcfe9h&y!|Tiwds){p(->wea6e!Dy;vzp_#H` z)fmzJm2pv^cJh~L?ix1Hv`pUV4qC6@d9VdMuCr$Ky4SGVNFgo|eCjmzpa$f3VQKKb z!TI{k1KOaoTS~tx=zIS`Zw%-|Rq7Rinz!8-*MW%x7k7UIt>pE;cfCPY;ZGd?{(s`d z*q4BM@b^~f;1aO1Csyz_n0u>3$rGHkvzpWe8%8yP=Yy+uOE)%Q01n9mlX%|;l5)dQ zQXM>?xJQ2g17>U~x)}m4$GcIj0OKzC_U2-O-7ogeR|mhplq)W$p%mSRW`Wdp#mJT9iFH57gVb zVTA#r@p1a-9*C$8{9gC#5h65?D7gQw4ACs)y!z)UI%M>4i2$go>?KQ+EX52*C3@FB zVUsPLZwA*tW)qP!dZ@Z znx_q??&YP*23GBOq0CF|KOXn5Z5c1Mpmmkxw<#X#sOhG=lYKl??ULv-0@Xa!Yn`x% zOEP#UW?b_I=?EU`_@aD4xzjw9uJs}fMKc~sksk44of;3dQrIU}QIdy}pifrF&2dxT za^-bbe&MF_7YIl%tL3IqxdHi>LfPC@()E3;e>b=(y7=CyA7{9!1v`vAI}UPF#rl*( zr3N<@@#$R0BWZ3bV_RL%buMm7qIW;dW0;FdN@;4^*T6-o>~`zin8!t}FC8opisqu+ zU-m@HJp?c zx7dg+KPOe;RD5X7PY#NaJ7Vy?nS)aOZCICA#6fKcEuQd-2!VF;NUhxe$A6LnAtW%oP6gJX?Lfm$-D!PyVPo?iBpM(U}wZMame1S z7GO3_yuLZONlQ+X)HA$~YX<+3l%3_v+_L_W@am)SVrTx5-?F<6YPSC)D|5AFy*U37 z-^qJwvh`Dh%kETY$IU77+tWniy44iXn=54Kt(qdI%&W!cMka~4cHqrt`IF>a?jzda z0N+Wn$#^_elT4EAkE6AC>o#hBO@o!KDK9l}+0^vxR$j_~V|jYG7%$bDaMdR99}ktB zcl|`pXCCTc_>VVbkdf81*{=pNuB1--HbTbzH&#`>hm6m6UOe~#GTOdz-1-4Bie9$0 zdJh?QH8;P03mG+3X!C-rVdFbX+w)IrxhbtTQf*m~@%-Bs|M*C5>QwdSfKV@PYITPG zCr?XmD%vG5&03S2s($lmaK}n+s^Yu+eHm_UO0ul?E9VFoRUxGJ`ZHt<@;+_)3^Gpb zSad5EGQQ;X&UEqNqMV!jQz#oQN_zd3n8iD|C<)q0-`ihdV?|iRn_^xr>b|kQ<^{+o zV!3~jNfRe^xXaQ}tdNt6RP8hGhm3U1WwRNO@kV+9%^fnz*5*uXr8ueNwen#Tkg-Wp z!Q?q)^dMd*XpnJFt`$S)9S6nnGi(7*F$eWSd$i*j{JK*pr*;yw$==#!hw8ib6yjZD%!A>(}dPj0SsNceqNCf03+ zM!ux-izukf5HrbpT`wSG!(8$W3&t*-eLWGq;BE^hHYUh3HXgBt6$ z@lvZxy)<@+<2+RwWjf76ncUOYJlxMieSdpb*|~;?qP+|E@_GcxVvbDtU*nXWO$pE(^qcFX|dWZn>ubv z>Fh1hJvrRe3gPSz>NmM5SDJ7CnzP(g(N8n2`BvQ2G8us}I%G85)yMM@GVVBAa``c2 zJkT+1+;)GOn6;J$K(NPD;>mgW^(u zPRf}-$+HtOo(Yi4h=+_@=xcr)lI5hN3x3+H5a6UX9J?&h0~rta2k%ONjJq!u&samo zH|LaSN5pS)P>0_C32%pu#*y7|v5;|j@U@f!ka1|farMHrIDc|{@jJ*U*Z<8-^3xnC z>~`LE7c%}*I6NliJV%Tk*JR&@j7?(oq2iOXc$?tP2l0?``eTK-bl5Bz_W8h-3K=h{ zi1{gs&62k3N3It_MiC2IgoP$-oKi|2c!Soc5X_-t4jDz1Z(jHU8B;rY^Up%Y^iabN z{%g}D)O8KlJ;-R6(Y}2fWW4D+bEOF~UP!q>KM5JXNtB%DgNzaLj%lVt#xDnd$s0n( zl6*7c(Yh%zeAyr`8ZuHtYG#^{@iZ;amKt6;MYFggYpGl%C z_fRntGM?KO5L)O8`3ALKGQyRdJ4ka3sIj$}Gy{1auF#W}-6nXB&Q6dB;5y3>Y| zBwq7S%RIJUkjdnsstTKu*IwtL?3R7sNn+r4$b} z>tp1$jFX4@cfz+uXb2tg&M=qy(O|I2vvO8-I* z$aq0!!@j$ak>T7>xeYP~mc_cXLPpssDKpv`*m!>CW$+T%=zw>~cnTSLVqX{7L&gzf zk!k_R*uPMJLkVQ`iC95D3K^eP-`VZt#!KCd+#!B$KQCoOo70I_;iX2`?0=Oi!An`? zG+ir#j4DP{%1g*tG+y+#7BYU%4!+t98SAAi&08Vk?Cc5JzBbr+{iAijd)R1X=hNH> z8C~5=cE5&<*UdkEFNchs-od%Kknznb)7X3U+!VhqU((fFZmQ>5?7Op3+|QOox>}o?Vy-Ve#wo*1S?sM$?uCrw25lQlA){j8Zpj;sT-2{|nzy$@ z0T;E_H*4>kXAXj9~Z^SzueRU8At6qk`f?ezR+o-<7>F68-{k@*70*u)@e?0 ze;{K;`rw%&$oR7E(mk&tPKrlptJ>B$PU_$1+M{&HNK5%h@*ty7h9m0~WHbzU{6JQY zlTvM9y7fWE5Zcs?-)-1PzOEWJZQ-D}MS9!$OE@T|VS!5pWUO-=s`i15Y054$O7A;>6M7<(xZGFsix;WLMf|F$|m5bK#ERi96eheF2s_y?OOA*21su(u0j4S{6_xm22Rn8Kc#nZZa$VfBUx64&$-z?!X`ju7=8G||BhO2y@A?1Gt6pJ9Ex`A2T zX7?GgV}Dd{0c1?_xH*3-WIV6M-dGA5Ei8$tHe?idHRkggGM)@C%rk|IW@D#kKS4&{ zA3<*aZ_`@)(zyP4{v(BL1~u3JmvPqV>1xh@G;+h|<<~OUc&Pf#UNguzG}!R(x8)Rh z+&4OQ?f=f0zHzG(WUM^pSNkq+l6WWFD>@4qe-9j)l!S~|)B`R^y7N+J?Bv&PIlxP` zzr3lWr^-vUor$_&z8oF$snjZmSsv=lMpG`gLHr;Sen!Uo4G;CMcbRWM7LA9hxg|Xl zbc2W5E7O`AbcToe=*GI}e~^dzq1YARrNKk#wFcdAmgb>i1MfdO%*8`p+3{)4beNkm zlX+{sqk)^^&|6urn8!^m7p&YX8qH1Z>ZXtWg^UZtT{5~MqfmD6#d65la(i>wZOAw> zVE59Kmz%oxw{i1s+IKF>=H2d5sU|K;uB&wJ4`gKZtPHAvj3<7Sp1lScPhS2yd(f7P zlCe@&UP*CLLmv$kh9Ki^$L8rrkg;a?K$G)NPO3OVs%+gmPD*km*T6T(=q)bqlm;1h zYt^|Q3E-so*E1xSALgXq#%sj1LdKA#K9jU?*tkT@&5II*o%^Ekru!UJ()(vyvms;o zi~d*kkn!(i&+o-|I4C_)t-e~wsHQzXFAy@8ttb!Nw3CCfz07v_0vWyZl7eqT#y=bJ z$1sr5^P-?7=R<7Mvr(-sE_38ir?!0uWIR;-Mp|!bmL#mmplvFGjgOz0Mc6p- zY#xs&TBGd-@B9alu|nVAj>`X?vFLSm17u|VT&(5*83#9L{rxvQN#Z-U3EqK>{0Uz@ zRUzYnFgeu@?MX6hSihthGA8ox%ov1>AFfv3WI@Jil`Hk!lDt&tlFz#r&SCqlR2EwP zg@+QL^$T;$)M6jDR92G9=AnKcd~{)LBs!n*`$<_Z{21LG6uHWhhw|*4(~{8Sp<3Nc zW)`gEp|Vs&8#%dosOsbI)98?KZ8LXRA7u27R`;xfj7e&0NAn@$p}N)9F+SYX!LWOW z&f0KO?%AWR2X=5%9*&YRN~^gkn(MU{?Yw;4l=B~atRrOH;F{c%3mHk(?egG4E-GEr z`-jmjE~<-5jkeUEi*h}uaibS9if&TdlnNOQzbOZukmaJ{yuHVXcM*P+2LYNDs=CHt>U-w15HMoWD8{EXwpu&a+s4w3CLgX(A33`*_TcJ{(+3# z?p!jd|I2vqLx9CE4(tuO>-gW}8E~Y->?ve?ojVQrQg&996_Ircl|n`#JEe%E5UGfa zkQ9+@Nhm29$vp4x{p);+{`+>__qFa*v2u+9BBXS=R5&n(56i1FfU!iQ)XWbU6|cVx)o^)u`jOL!0hDM|Q>4*NnSjO9!LIK9~I^oxmzrPl6J9MUaUMpC3%u^>HI&SF{R-dywnxtVppfF_!vku~6teayS1M;Agiq^5fA*yPwRY+5E8?p%2XD_F5&Wc3{-rB$pfkj4`k2SDeWJ zX7bXpxbi84#;0MHRri3g@{mEQ>2_xF`QGMptQ@Efz3%dR3XIIol?^9>G5v3OG|y8e z(z*S`?+Rcn-p;x5G%(Kml3`zO!$fXlEv420<6c354QGK-Jn62J2qzQy?$InqDljhX zm*e{fjM?<&Y<`o|43uCN6^rB;{Z$|E9!r{*RIQxWWNoBr{$$76ap#$lqq7wTpzlD*H$x zFs6hWU*Iyv=YW$`C@|9R#_9ZCfX2}85v}Kd(P*bb_Y^Qn-K^$53ye;;Eq$h$7Kn#F zuXy}`k?*w0kEQ5&!o<{@b{QCdzq58&4UFeH^m)^Oks;>3dIvCa>5SNy17lT3$67;R zOc&7XllEXCuYLUCLK>sQ<7IHzK#2wa|8HCiv=m|?wf!@GJ2A148=7O%+=pl+Dd-&J zT~8y$j%Zyz_mDTLkBcaUT>Q8!y`7yxZnL4L_XFcS`}~mvU<~f|kvT*! zW+p$rdXd6_M$s#t#!rATW_?wNtu->7@En8H`w+a{)KVS291;(~F#2LOMCi0Du!sb`NDDyzC$Qc+7gLi52YBG_#yNo7Z0Ap%g zd8Y#~?r>5Or;GG4h|@c6c>3I95Yf8nWp9B|R$=4zt-BE_d!Bv{0LBf5`+m0rW9iJw zFu7|eG*XW~x(%K(%I%@UY9~fJ1MpX|2 zqj=Ymx>Plx$)!#1`=)s!r@-luJ21{?d@h~M zpCfYk1I~v4qsYFD1a4q#QNG*R1&mux(l_}2gvQB{E|&!*7V_Q+*F3h3EaZw9c^MvN z7E=G*<)8fDXe3WZey3mqjcgY9_fsgJMvfn-7ZQv`O(!2dO7JiFgnTH@V^a=jdbO+yF+hM$@qjPHFkbf zvUPb_g0P^H&NV0P1xPAs&3W?NFJPS7xX-={7&(j6cgK!V$RDkbCM@4m$o>k=EU_XA zdFl|m)h}TD)0iMr2#hI(*QL)|QOHXDEO$8#Br>m)SC0du6w98S_kq#6Y29~=aU>{L zhvMydTA0c9$$+|QVAL@xQ}DjUO!hi+^lu5o`E3{b<2^8j@H$-z0LDlEM0-TVn8~_n zFTwY~sC3|pyDu=3-mj>_t;mwk@1oQJW7jt08>fL$hx=YHZxBj6O`a@ez&NLOXNNT~ zK2J{aVi9MelWrG9r}Ln3YtLN5JzyN$oG3C4i~}*T1^dt75_zHE)J#`@H_;7h>h zV=d)81B~2N0s&6I_^?u-yc-zv=i20t0%J7g$510M>L&ec*8;|RmNQ({z_@PZT$Bbd za?}Xf)BvN*MZ0iqV4Rga%JrVEI!BC&v^~G%iE8)UOP>T27IMz{Xn2+~3%RmBZnOXx zPXru}dE~h= zFjghD9!S_sBfHz)_=U01$O4^R*WACOq$96~ZBH28@)NBV^AEk_z*sdb@c1b( z)~fKG@lT|XJ60#K z96cX&DiRo{*M|R6dCE-QpI_TKi`n9VQLDaUdY=s<;jt*|5nw!&ywUeMF#c$` z;If;OnM^xm>f8y8rAPJBgMe{XCQE5^369;xR@)k2>@wV>;RK8kyvG^rwoK%aL-eAT z523Mde{}K@akO531(r+#BWtCb>5hH|p{VP&+50|&sL;6m?yaLj&rMFDD$R7wA1je|m&qazkOGFP>Ufp$I z8IuMG@wykNHRJDp;2?l$a@(W8S;N@t$}fCMw8WRU_7?f+*1q~+b=g} zTnEPZSn-MfGnndLOXrio==@t_RSPhd%ibR$ficG3aJ~>2H91xu5(CCPo9_&!0i#k* zSM@qzEE2ys6AO&={s`+JZfMN&QL~K(M)T9hYLWZBikhJ(KYwcNbwhkhjwqFkx%BmB(|{9=;YP?99mpIsAOJVk@OTW9$huu^$8d! z^M$oafwAp~pySQ+XwgKmE4x`zNsGaE&o$Mlq)zF+AN-1&8J?u?>4Zm8}@|L+Kss^b(iw(c+U z&j!Y1(|eQ0ele3dT&JekTA4{_shE4kz}T4MzS}y9natSq>>XPW(&^>Dw;usxE)Pe) zktQ=K_UvleEHDNP?X*h<#(H8ehw5)8@%?#!&0+ML_G2gJRE^Sqp($50x(jYDh9p)V_DhqGXS#h$58kP>Jvc#(C?y&yB!%uxjo0tx=0aZLqk15HOxNcdxq> z7z2)t8z=$e{;WL%w}5en-L2^VYdg1nL>z2@akFl#;~QX13xAR<3ydlrHLR(?*kZ)@ zgdG^)JS@yO4~$YGkLaJrzReN6)f?<=pz&Wnhen6@91(spD%b!R)4Bul+JLe6KDG8M zF#bJMq%r}Faj$OD=7CYK+-5B^m4!_E6lTpbLL=)8q`Fw&(#Xa=T7E1ANLcz4q?vEf z$bHA&jL!k1{g~Io-@q86t8O_6j0N}UjHwoAyt3t$eFZCeGPARHvw?By_LKWj%~bOG z(Z_Zkg;eqZW_gb!P|4?$X9uPH(HC4WNu*ifc)p-G+6jzFqJLWQfKjslrjb88l~k8| z?xraNl=!01{1x9Jfu{tfUC{{xJ#ET7Ep*|1F9WE0#K z_yzqx?wMUGHPARv{ZV9<2hQn~sGsJ*Xuo3Oel{@5&A&051xAg*qpUi>_=d%~EEO1k zD<}C*0^{t?LkD$%QQ70&&MaW;+-$Y`|EhPmyPB01Fjj>=Dy#rTi^>JX&A=GmYv$4Bjt8wQ_b1%_cH+()W@i#Uy#$Y z?eD4N_bJDW6-88XQBp^81Q-X(zw5sS#y1sSv}9mhc$&4}O@m4rdTe7OwgYX&J3THA zv|xJKc|HN-Y^9iaDll$iE|#!m z?}5>Xf62lb7|W|AJ~P=dkve3JfAt)s8`R*g3{Nn9dW5>N9Tg!05y3s&)$)pLI%EG9JzmV%H|yoPjZVheuwU${fMj zxRAEqn}vM0lSf_b7z+~tQxVa1{CVist%SO|v;kTjC9=S~CbHe4Rd1bY4e zV_Me8<4#~~z5PlVdt?2(HzHSTt361o*Mx$I{j4V#RXCH(}==(8L z&=#M}Rh0L@Sa35#g)UAZZ(b`sw1W#7jo%6LPrw*EQ*$*47_|?-b?(LbY{{^=pD6C^;(SQ(7H{0=+J1_E!LU~ zjiJ{kSOF0i%Upw|5mV3chEbxdDs|!pg07Vu*}) z*V1-!BI{14zYUv##uMG4hGnf3lFjjh%lQ(d&-@bYdy*-neT!AnFJQc5$5wk67~74y zT}-qnq@Fh84po9eK0LiE;t?>Oc-(!!bOK{K`V-6Z!1yV>;7ckno|f3PMKuLkbY#=) zXJFLK(n&iDjIW(223!Z2$vgDS9{sz}C@`whskD-r+!OFe`W-MfG8C`bv@wzG5^uz( zfN@0xyZR+yd`JmoB61oNwQk@q6PuA)LFt_W&@Soa}eI4UDnW;S-Bz=Lq59 zw7lcMsDD`5&B%v^Y<}-jVQtPr4m@-SIi`!W37qc1m6p zRqz?g#f|Lf4{FAm(8j5xdDV}$5n!~IJ~{pd82{R*L}dYE^Yp8%pg>Gg__l5_vZ0du zEtmgo)1;DT{pZ$C(V2@`U}Skb+*~od-TrNXv}LW|mUm+HEym35-I~ zfk*s;DWubevtv?rIKSUaeeMRv+@9Mz!+|k%(1=}bC5Fn}h{#XCIC*4fz^{#&%$IFb z5O@ZJocpSafpL|%W~Dv?pWXDP)AV6zG~iylA`luUZyoC3mSiTohHh=V1B}wqa+~D; zFp+lNmp4=cqsxS(;n8QfD<1y2H~@_0xq`;-z_{IFb@&o6Uh(}}69J4n_S(vAkYpln zw@UoZ0mg=|KYKg|83gamwaL-Ic%5&n{9|Ao(D0*gX@y40l1u0eG%EY*pWaZnOsvE= z-;q(vL}o#j;3;5CV1p z4ovSY2F44-J<{pdHWP#Y;L1l?CXNYKZX+0f(VVp>x`BE zzciBRqb_%W@r4nk@dq%*R@PYU2FAu3Be@H}Sg^TCrx_R{FRMP@1dM;xGERE}<6eBL zaUC!g6sNIn0!HDbv4$~VoE+X1Fbj-ipH>djJ{I!TG^ZBZ78Y^`o$jN_$;v{y+~~f= z^#d)G$j1fJ%uETmM9ylj`3sB>et(ww4vg1=rIkB@(XosoQ3s4S zcib2)0LDz4$My-p7*aBL^?VCH>tZ#{pQ5u8rf_jj5|xxWb!*3}AS&7ZdEM@>z(_yP z&A3zyjjVsCc|ydgWLcb5gB}-^9IP47;F+M1yU$8Regwt?!@S|Kz!>OT9IKate&FNo zJZ5Ci^6`azMZh?td|b)y0GidF?(euHDdZDn&$1$5ysWjn$?Oj^Ie)5OY!(<#n|-3) z1jc|jlH<~;=>M53Pj9S+MnB1|o#rQ*NrHCN{wFY6u5)Dz0>%z<4=2|uj8;79E=>Z) z`O!;8+uLzGe_OM;5Ez~MR#~g1GLgo+x(?I><3j^UE~AqeF1uIN(+iCCC*1~|fiaMk zRGtP#^S%}~rmwgowgf*G$fYxgqtGC9E{tX3YS;3MaA34I z9J`(ajBJ1MRx|=*jY-z-abWzRmny{jb%}WGpw*z1yF^HO-qo-LMtbOpmUQr32Z8Zp*VpR-bZ87%Mfg5}M#t2Cm+!!M>anKRR$#1r z#*ttRjQd-@^rZo#<7}u&A27NEx*V>@h*6$m1+z%UoWMlyu$ia(8fZn351ycLa9`fxPH^?D<$M}d*cPTRZ&7+tkK(qE)PV~2dZ zr>8CEc#2aUHMB51=6mTfw*-|eHSm1(85qaSjhNGcQF^p#pLH7wjNiJ>2tC6XZAMIZ zJ23t3$H?CDApU-hLjMn7?1_-Na}F4d zH~yVxnq(rSwyoN84H&(yZ@tA^#zeke^~Et67_ad%^=-a@exZ1=`~zUjet0@j_8=4K z+C3!q3>eEzd_>7rOeBr|Y3IgRXe`>ihW&0XgBbnBvAYBq{dA^ZGy)?%oBnJ77)##x ztNsH<#>u~?JlB_r-Hz&OcbF^_hP-9L+Ct03*3BLnj=-oL`#AVAFrJ>U*p>r~ISLB5 z-U8#K0_WfaF!pJDVi$OW<5~C}zdA6|rz;%Sp8j8Bk@<=wV4P2mUwi|MI`+!*|A3L{ z;}wn_|7S27-3qqAsNk6tehU~g8pYUKfpIutplT&B=I&yDsRxW(JR6uIf$_W4wxniY zT(K|_wFVfSs2wB6fpJBXc0m>}Ztc5phu0VVzqOiow{ASaLiRsikQXI@&r0QuG{9Fn90=V^A#8eivt^*fH7XsVXzPw^(H6o#{*;XnKmY$67>H}6b^hgNXCc+ z({4VAU@G~m`%=adFxt6!SvLcthU~Cf3NRjxV{Efu37qbkOcH-6B)6T=tM9;Q=K0I; zJ}{cLB|Nf9#W+vo`S-jRFhx82w)izL=03dO;C2w>J!7I1d{XEWDrCEs0b^*&!0a*l zBr_Rd^rw6p8qK3rCnAAy!JMOUa~h80sLJa_z&LAF6s}dzO`3H5KE5WkRp4QYio!EmrsKhz3R}Ij=Waz!+)E!}Agt4@md&v;$*~W>?E^U=&J~ zFy~TUBHsOzd@RYdL>QW0r}yhZ7+;$0%JvRmTWFC4pp+cW&q>H4By&VV9eSk zyW`@18X3W7c5F`cLTV*rO2nA!B+97*9wi63M_wx6D@9ugZ;o@T^0q z3m9E%&8N?P!hDXJ!6N%}^aCx+JyU_vB1A7m>LO;qXPN3tfl)`y_prJ)GdVGocc~s2 zllR3m9p+{x72PfdwE$y;OwWYTCnnVSJI=QQhqm4vq%5$ zed)c44rqM!ZJ^{BFkT+w?CS)^`3qktrNFqav+?wc|1tVL-B1OLnk-eK^}twucWdSc zU|h7TPU!;1&bVuvhk^0feP7inVB9%)W`=nqj`8Qs#=JvIgz2XtyKQ+(gzGa2aV4)M z;;@5T{$XYM5}|ASYr!5GyBdye3BEjr<{@lE1v5v$0uF5*ULeWHhDxkfEITp1Rut6OCa-DJmojc~v)W zH@OXSJACU;Xslo%r=Hj{Yy3p4$lXjnV{DoNGIc`j`9Dd!eyz^i^avG{)|KWquzRIR{kUTq;GV42~|d zO~Iw{8TZ<~h?HlP$+A@^sbsjkKtw+oC3y6OCKz+0Ao(QRs?@K&hPMBGFia*N%T{?v;#A_Q&emqtG z*8;r@?4eZrROAkACNhC#{m27gyy<6jUyK_g6L0R;>wUwq?8ED#^N>NfogCEHJ`0>* z9iz1OqPA1uqM*ynAbOg{Ob^#D6Pw3_<_x2k2?Zf@v16voMD~kK->rdh_P5Q!Q@|M1 z_)pgx7+2BnDlA=q#y=^4ouUyM>B*V#8NeuVXmjinU|eg^q0>)qUSAX5Rh)d(1hOe_m4!A@*c_}RcW55&jN14Ew z@ttO;z8Xq9vYdN>QJ^Yp$g6{y46-p~WqEddLkXjrZq17Nv1>N!>6sk*QTRetyX;F zIxyz#vD~!6fr;!a)~LM*j1t^qg$uwacU*DBIbiHL*!kiMFuv4Cjrw-Nuhj*NZ@5#Kz5%1fb9`+QFkV#`TES$xNJL!pc3Zs>wH?u+ z)-AwTwK`Kn5g2c}l{Fp)M!QqYevbcRG^3ea1V)`Tb7#|mv2{yXS2-}+m_Mf{^g|;N z!%;+q#>wr6_eug|@?x2S5ikm+Y%B~0MhDBTrw@Vg_}yKncAsYu>9-mO#<6NO_@hXpg+}(hGs#kYN+YjIj!}0fVT^~+ zsuB;vah*cXY}jB+BM1K0ui((a5ZS?5=fA+1|F)*J9~e)s=8>)g#?!`sEFJ)38h@77 zRbX5p69fgKw;6~^!l~-SXTA4$ovM3kBUDj76IehUAZNJ+}Mgy7n@a| zqLBOgnp-Iy6f*OZ!nRkyc$9uwqW)YuhQxYUG9*H9K8M;|?*K-|!a&Fc9SV7s>#)~0 zX`q~cU|9`}T*3NAmeb7S=8htdNnlJk-S{;G7>zvQ##Uu8lkqhb9SOkL;Io%a&=Ehc zzw#{w7!Q~5kF1wQ`h8CWx#C(8pd*?>O zF`W+e7Yv*r_{1{iPTakcslGYDo^|2pS<1|C}bFlFwI zmW-*n%OMp8vAs%Lfut~q@2SbQdm5IBxH~R0QZdWK1>Vm2t!B$~!pSH;VB;qIKtwb| z;M)>$Yh+p>H zLI3Y16YFv|H0l|+#k>Z_<*zLf{X&>@9OGG7{yIlge2g0v0mjw$_E~8G! z)knF$5EzYbJurL@jBEw3b6x>s!b^_o*T5)0Ar)T@j5f6cysv?=;cVZ|3ShLoSKd_$ zj54lYSPSUT$P;97=Popg540u617pVy$DS}?yx$UH=qW)XPkwD1Jid}frs@g%s{f&q zKQ4+)ZEMG%qLZI8OBv>Pd~Qe%0;7;Xde#eIjQkfG8Vih;%uJalwJ{m7rn*gT2bH{A z`)qmv7#|LLwO0WnUuLZ?Jro+ZpU)5{Ur@-7Br(l@z?kuIhff|bwnUF5nmb~y$3`le zqKosKJMX}KV0`RQ^Hh@ut(X+y!Cqk8%Aqpo`5Du*H_rDny<{c_QmyzSfbqP3M)&Ga z+z}V5W8#3Z;DBo0YF%X0k<57!z!|Wsb zb&y$Z2gZ`o&3W1(Xc#6YYrXg%<5Dnfrw$YOq4VwPOklh+Fn49`YOGY}^DeC(VG#H5 zg^}~X=&LKgcL*3WAKc7+4~!3Px!b%1#&DT+4!OX1#hL!2DhV2I9bR+sn%OeJezrY7 z5E$L0@{B!zkuE16>Hv(Q3#{4}z-Z5Tsn8f0S7s-+>H}kmR?stDV5}RB_tpl+sZj-f zZD9QI{?cO|V4M;?M-Qxhp)Vkb9lECN^nDAkT zKMOg%O|?+oiiM2wdhD*Gfia$b( zO`>*|&`7HO%23f{8X4Zny|6wQBNATszjE4PjwkY>!~!sG9J*0D0*t0t#?G|>DlnGO9XbMm@y_f&-Q#Jf`K(ervHK#G)b+?7P57Z?rf?Ta1) z;~R-hS-z{W|If=|d}7};Mj_Y?vY9?p$b+*7Oe%nJTGC;cZw7^oaZp()6$-7<$)%mZ zXp=UwA`}=Gh>?NqJF$v2G9g(DjIX8azF5wn%5Bcg^9LA-nj<~Izz_`LS<32F*q&JlFIWm#K8`Wr+fKim^Ytl3@e&D%~WDktL0=*@2fw7xh zkdA!BAbv?bJL2xcAkH2sO)^qN0h04PpE8}wARhH6HVHRkru+Nz2DaE`B5Nb-`ai&E zX1J@q8yJ5daT|UEjF$s9hdl*Gj}4iHS-|Lb@@r^3FdmjsyEE|A)&77`wK1 zS-1h?;MCkq5Y6?APq=UreD1Fjmt2C7q zd$Oqedo?x^b~baB0;98Vq^mzL+C_YmR(^@vP3%8`DPW9}zxO8_7zfxLgUy^UPTNs) zm06EMzAyLtb`Kb>`J~)5c`2kxat(JcFfK8c8r(ZkydHg3yawguEMV065>Z3Sx> z#(C&XO|qfTIA!F?x`@!2xBO1jb0=y*q6-RNf$`__u&+mFa5vPu-&6^VuM)O|O25Py zPHz3hBw*~nvQ~;El!;uIThQPEjAth|+~@&DgZqhj+S2$vzO#}~fzkHPCRNQ*tX>IT z-y~eXAUfZ#T(JO*bmD?Kou*U37_u#d~!ba0x-(4E&qxJMvh=HraQoR zvB&M;ngDD_R|q~6u*NaX=CE04KkACQD*`r((NX=@X1oyMWFal-E?w(?)5zl8=ijdV zh!yG^`k^aJ(R5D!I!#SM%?rWP2NRquQ)07kW2 zy1I$LI3o1wO8_uFJ$OFK@;R0K?J^^+nvTK6KIhx~A$Z8d&9~zB{~Ff^k6G40V=v1& zgLq&RVGllO$Ag-X7>AA23|6t`S~(_wQR_|Yw#UFIP?zQ6dYeL8^@-iu97Z9-m+m>W z0;BAjtMNg=xX9!Bb&Cu#9R&-a*TA^-3g3nkf0;?1C%uj1z*xSNspwyhNr+88SLsZd z*iLm2X`2D=?OQ)8H!y z#_?Cl3b%lg?_6LEW~H|%#6u(D&Lk3o&^T;8q3#KcF^Q-0|HmkjDeGkljOxzZ8Ha$8 zi$0*P1&j&KDNZCXt~qHdv=10346eEE14d5&C)Vn~C^ub2IS7nLuT!j!0OKF&&Hl%M zk$rw6R{mMYXNDViF|tSwWB%ghWoTS$a@ygF7z-&Qw4e1dFxox19UlUWy@M6(LBRO+ zShtxEFb2x3_jUzF&UMy?)@WW!HOPK3IEm_bZ0H*DAdO5CkNUJj3K7vYaveW6G9cB6 z@?~JO+qAyuD=<28EqB)fBYX6>_4k00E~iV;y9kZN0(m;e9kDLcJT)exi*Z{^Eh=Rv ze)06ei4VZoTCuu385l3PjE&x0EfM%75E$R`8}D5N z#=qgww|$&3ZkxbY^c@)0Irr}|mtiKqB+fC_0%NWl+l=&Iv{quxzTO1Jn^~7a=7G_Z z+r+{8HWR5^R`9PH7_B3?uZTOL^|DHlhyq6IT2|FbV2ovY6Jf@KhGCxOqO1RRyl9fL zg?`{MUOM^v==d66gvg8I9AAKOkNu~N0$_AEM8EFbKDGulqcuKo4b!2q zF7D}%I%pjJX*B)-80C~%#iN0d4E^%(958;q@H)~47`L3T>^KCB+NJs_D!}NpPkML< zFop}K)QAA%J4rJQeqbaH9(Gv`j6NIgAK(JUmbdK#9Ke{-{y?1z80jM>o~waz?-A7^ z`Y<%o-+KA}fW`~oq78lm+sC#*7DR=KFzh_jR(V0~o{J zv0r@me`H)$#8m~1*PP|;3W4!e6Z_drU}W0DDRUhdSrjG0{D86jx}25G6qS@`4ZW|` zK_xv8l+pK#zrZ%?n#1c?WKhX3kHp!&0i)%D%=ZdljIVi_5D$!ZKdv5h2F6|9Rf$Tx zR5E|-)?nIS3Tg4O(zpp2KZ;Czj0Q%tnv93~nRvK_{ZjafOSnrKf8{6##^j|vt*(bC zWFqJKfVHv|QnBMxRtYfvDx=TN8qVU_<)O$7ci}Ck^)j2!R^a85YSHF@!1&Fk*V*?H zGuis`i`8#noE2+7W_t*I!NyN=&HrN@dGJkP4I*Vwv|lPPQhg8gF@W(ikIArYITLx2 zd6Qf^t* z7-eI}*DgoR6GE#^PL3PT6M+-IPWKC9*8BNEm9{~k`={9P_Q4!+&wWa}&SQ>F9AC|U zt6Fi67$w&K)egk|-JCM8}}-E8tD*kJGuyrYYG#ud1x=-H$aSIbhgFPOVEp0S#Qh8ynQH=6yn#`> zSWrsp6tZbvBljL)Ja6$h_6i*uy*4EX>{yFM!qDeY4ZxUxzxRrDH&&&G7E8y0@wdzA zxwCh0X>@F~n*_#le&3Bwox*mEzH>k)FrNRx@_xT8BILIz?+3u>cYP|8a~2VfS;@z> zi;2vPw(DsCM)q~&WwA^ql6(<26b6ik->y@l4??5)qVa7)54E4{y^?9bSp9RhYaSS9 zc|y-T0mfU}-r;ASFbKYLdjuu@7z9uHR`n5J?5kfRcn=uY7G8dLvT2#%J3bS<^#<;U zDNd$Cz<7>k>wg~@xt2Gsb^*pvjkCq56i~B-S@$+lzf8z0;5aYzBiq~=$>Ym@EjPov>f?x3mCuqN1J*Bqr^HP*28*K z^8D4*k}Wb+^4dYV@(eJRoSQmU1B`(uD?dd8W7#$)SF;Md84=z1dcz$GSsXJK+zE_1 z&YyPO07iP*fQ0?Q!xZwqCSQT^`RX8!qlYme(VN2l92m27Cm#u|#n0d8x(5K`#tW3J z4q)8i>S493f{EPao_!)R6aByJ#seI~(0IjM;5OlmVYBgcxg=nu^L(wD1jeKi6U#%q z_=kQj)I(zoV)w`100uA`v}bA+0pmKOyH}kE1|c|p*hh$!K{SeTDzyUR+P)*qSAo&T zM1?^f#|)Wzq2)XjA%KYcGeZV;7?NrHTwn&U`ZMORejIveYVVS^a7Tdnt3mA=Di$ecz!7N8<2MYot z@$#GOGy^kZEw%UG17q77$shT^XcKyt77dJr=arYe=+L;o&9dJd8eJzh73>GbM-^h; zvcQN%eSpzBNP(`Zco}Olo*w_E zpmErZ-7gOqL(I#zTgp+$Qc9Y|3O-CW-sQ1<2#jsr#$MVzXu%k`v~>exVQuDjhr6ix z#OyH{21b@$Sz9e#um$t1>}Mk|DmNwf$jV{(to_xE7+@T`?$bX8j6W$1d(Cbp@&GHn z=41*qveri2{e#fRx}hrk;3a&<2r8!m<8Lpg@=0L4so2G@Era=8#d+N#n%e=4m5fC3o4`16IfT;) z7*~%tJFNxAezRiz&%oH5J<*a5jJqQ!OwPb~u-0r?9vF8$<%y*Lqi(w-XB#l~KTEXA z0YbzFluXM_0HwY5eF25$NSy!8eV@fTZ00& zRx(DM*_$5W_>Bml{mgPbl+3`LnGz;jgQH< zqyNXXYoB--mQx>C9u-W(ol$N}G}lG+|CIYyqyJ7L`AmnLz60Zz2FvL-U}PK=yjB5> zSIZnW-3LaQJJVSaz$m16kJ}v>O&T`q8vx^-0-wV&VK|n*hR&F*09<@U6~17IBOxLi38jEN~mLwbj>toq$3Clwf*uDfp<2gdMwN_GA} zG25NBLSC?lL1e{Vd;bC$U({)hT96E4P}{d|85j@b@IA@|Mwc5CJz6)hNnIFvjXnmA z=ikbW#zEt`3niOXN0$hVlmg2UV0?Q@s^TUvjt-I!c6o zv<1fRubNK_0^{g<*1`^8OzbUtk^qb!dw=>J14heL2i9x^MuGb(5kpFNn9NS;$0J~T zSN?*o6bOx~?LNVWpiv>w`n51HD%ZW|_`6}AFjkMUeE$V$^xwW$dBDi^K1m@07>^F` zs5=9U(P@(0>A<+a8@@Xg7?*~vAKU`Q`sHBP8^Bon_N-qdFzV%8dKU_e!mo0j&I6<4 zp1}QQfU##UUEI)yEi5Lz}N!@kSF zNKe^o(*}%P@jr^PfiZ@zUa9Q|jRJ}GV_L89He)-*a`jybdC646paU4k+}#|Kfl@$RCKd6M7d-vFamfzqfqF!KHmUm@6w)=Foo$unTInBhIEmxb+^Wp|#B zz{py#TV3B3V>&OnM_vMBb%D63$SyRo-#f}%`9tH^_R9EXU^L6)JTKgXxt%owFWi99 zxzJ0f92hTEPtdY5OKiegmUE*T3n#Yp@NY_;#3c99uBH z-`{2eWAK@jB}IQc(dd2ob2Bhb{wptVWMdF}2hTJy-l6|TjXds_42^29UN^t}pa6Zrac|~wU=*pQIM@TDRJZ5RRn#To(I=k1=fL>uX5M-i zVATHAw^j%kuRrtb{Q!)mPI2^bV9YaG&AJ~LDaH~0|L+H`6i)qCsYL&O?DnsI7&KlG zy;80VjBl<)D6R#@)!sR;2aHhd9$Ps17#KsgNsEL6WjlaTvD)HiGcYa%b;Yn&d+-4Q(#mR?9tpGjt9yf z-z}&H#;*%?V&!@k_XwoWt8s*Nq=W0pkmIYRhL}JlS8` zyyY%dr+XFhT!GOedfc%H7{xclZJh^3!7q*n(ddW=#+f5i@gl_x zqAI=pXC5$4QMySbbq3)|&}~L)p>d_-CUKMIWg^N|nHUDf`zqqr=Yg>#$+B?OmSv)w z<&njGV65r%4J3gv>tDQ7FE9$Xi(Uu>#^bHxQJa7BmW7Om14jsOb>34=*8;v-4veni3p99yV=i;fH9bL)MpJaD%d6; z`4l-%{8?UgC>0pHnxx$wfN@wP^rajy(hGGJnSs%s^ZejPw>d(zsJimO9wanOM=y#8 zvykk|Lxo%I(4?NB?caESgNL{Mxh0Ys*mufAp+n8W=<4a}_@VV}!a{O#v{DSKd8y?GXBZmj@liPC}z?U;m&o zFeWxKU0?MNt5{zGc)tLn`N{y}C%{PU>6N7eV^(Fozb-I7h*S8->x$#KfY0(XFa`t@ zn#sT@GpQwd3>a-Gd0IU4xFbHRy;}o}5o@`-Jb;l9rY^0yhsfB!E+j7;{Xdbi?^e4{ zGm|$oBj4l!S35;{X z219G<0XVmlChsReqtl6?of}r5(AcoKECU#`b9B#(#V->oE<(4S0HgaCN5y@>7&W>5 z>^or0sC{B*4U9siY3rwfu_whZCjuDFd(u6C@z`Z&D-syP`KE3-0Hcm4 zzLWwO-JBblVnSjQ=nz%(0e&Vayq^;9#NvURo8h?-V06y(nBNJE_e2&-`lVu3M!%e~Qqz!LiM zOejP^V_N=(Ryr_#k+5j<0>B)hj9e>qAgT zG>z7zI^vP}rw3Mz0i%YruSyFr3d=BC$Ingb(e`Th_8 zQFPzoShispz|AC^%Bm=3k0^@hd3{!ttWcpsLRpovy+&p!qcXA*B_gYYWJM)2nS~U} zEZb{-r@tJ>_x0!RxZmf#uj{<7Lu6?Dy8FwKtwFS;3~PPrzrYxELSolPV7%h;-@O!I zl%cEAzX6QLsYWccfpKR>eI7qB-n!hcIu49$)}9Pyz^FX9FdG7lFIGb+hQJtm%Vdoo z7}WzZe*FZ--FtYvp8?}YU&SqZU~D_a6H69_Mn=x)f<%jq>>biH_)V$6-VpkCpwcwn5g%E;;jMuitWq3l&uq_A{#SB-Rh zLpta%y91*$uV3tQU|ca(_}c@FV?I2o%(6h6>qOo}K;v|6Qsp2to+;7G*L{UZmi`ET z2{6ttR7r~bhhA^(R=PM~T%zVKXKG#}mbdoX1pwo}8z;C|fHA@D%2#(_>}Z*Jz6gwQ zs_iLWz-Stk^p+YJJ+{}9g3TP@oAzA|5ISpc>5Qp*D}$U`#1aVA{U0vP+rG__96&{(RK zXik?qp2tMWh0vN?*gwvCN@s{Xa#Ryyz`_E!F!C}1Ri6;`Qr zhQ@FfE{zkwSTP|dDFTe%KX-Ui*`syBMP9lK7-bK=)5--#ajAyd0ATF2ReEL&j2{ML zM}>irm6rAHJTS7X9=Z1(7=O7@k3|CGPc`WzGhmebZ&T`CU{q=K92)~hHh~}4^S2}a zFYzZ^Z*RWS1dI=-6-tyjVh|X2 z*ah5SJ&F2Xf9=J6O3-K@@4;gWj3>sw%!~iUN8`z!H{rk-KSmCp0LJ(25gtasIQwI3 z39|1;(;x^LlZ>xaoQ-EtB~gp=PEy>j#W=mtO8&+W47Xc8I+RjHjaAPR`?J zI_zNZaSvehQR0kTC*wMOY1DdW7&Hn9CeCgHMxn~G?N5R6@}1|m6oK(bnF7&*;6ZE3 z9<7a0%8BtilNf-p`ub>;+w zvqaRDe9h1Arx0!HUU%$)ac5?433)FxG6~x#{W^d`;q77d6<~C@dP3ORvO=!K}I5j!1ygmm>g6Cjg8)~bss~c11qz?4=@&x_6wW_#yzx> zqO!oqueCXGGcbN!Z}jW~MyWl)?+bvDFGJBI2pHY{r{YY2F(d!A&;~{)xoF;5V5Fjn z@T>&JpMrUsw}CM-iq7{GFmj)c5!?Zc>|SIW>5Zc?lIGU4r#KpgC=0hYjz-Zd_20yS zk=K?kb`%)HR&&cUfl*ksP0t1xvo$?+1%Xj{U(V}pV9c9yy&VONciMVBYw=(h#m&oI z*1&kE=~2pM4vZcTWUQ=#@y#Zis~Z;>@?_4wmb1`EuvGef1ID5U z0Y2w}QSNzJ!!U}|o^d4(SAkI^quyd2!2<&-mDEUJ)ckzz;67k<g3~Y<7{eu(ysrS`ouY1bJz)Hmcb`QT7;V=#U+0iU z)!OJVtLi^!Ebw-9YXnBGHJa_ufssZ0=8iyM+;_$&+zc2EhKtY30b{9i{v!rpJVw>4 z@@?Z}EWN9d1B{=q&gA<5W2g;%zzJZa>+&w*1;(O+Qmr9iR6miW_!1cFsvd;60praJ zLsCb{&`7wKi_k*j8M}*4b-;M=?6JiVV2qeEDc<;KRI_1xNDqu@2b!-|0i%h037Z!% zUhsFMl>jU@H1VI_27C8FwPh7em(?@h4g2}8gViv9E}!N2F60=3S0LLjDhiT zPk@n`Icu8y5gK^{NX`?`$jS1WlM@(whos4efRSuSFq{L%N5`eRgMe{(pnCT?V7#ti z;8zHYe2w3Rn1E3*XU57F7#|-c)7Amw>{;y=5nz;gzSMjN7~g&`WthXybTwC^*9Bml zRTz|R21aQ$5_zvGH1hTRv3L!QeZy~irGasZ!#E=g7&{(vz7_+^{_6_3z%UqvVzPDFC$X%Arh`HCFFCkTzRc?>f3eH7x{SmZ-DV5IwyVjv2P>>Q6Te3zpTSH()` zG=Wib;oWO_U_4ea(kujwHSU}B*(K;nPdk1oECXYdoyx62VDye@I@AD+3l>@i1;7|c zqucTj7z2*F7kL0<-U*}Cv%siLb~nvZg2pJB(NZ29jkY(>NY4S|XhbJ%3owo*-B8-V zsJ(4xs~<4FycAMr0*s%M5AaF=qoMej53BfQH0teWY68Za(>tV+fpNPmd;b++Gq#u%^0Y>W(h01zh+%D=E83l}F&ut73OrTLSKBI~k82e>L>A&GRZAY#;zHyzN ztFCr61xAJETTD2C@hNp!em$fkxUbzD*gxxcPv7M;kC2 zHgY(w;dh#L>-Qj$jg#@m+r#?681-XK!UGsD6a4oyfU&AMCOH8Zs|?6Lr|>gvm~!dS zabUa{_j%zNFy8-5&&L3aWAtnM_Q2@Tlg!ZsjBgFRwkYf&V;PL^KhDR{$T2i^kPR4f z#vi%+0po}Kw$%&Y0);Z#0pq^eUgU0Y+&@o7=;PWKk^z(O&_^M+^Ha zrZGubRX(%S2N-Kkk5ZU`(f@6^ZxS#bS1Zwx14hAn$IsW-ED<}WE6Z)j(CByOm@OSN z(p*|Ff69%a65Wj{$AK}@^UeO*bP91eFor$#3Wcb6B}vi)##)6(Tdjd{Pp1S~9~fQe z%ypH4QNOF$R~Q&S?0Uz^#zs$)4eHxG4~$|SZWq1*RCLkjF7#QOVZ)cMI zq45yas?P;z%)M-srvi*TM~)ul1;))D%EB|ixQ}%I(q~}&B7SUj<7b*pcgvrfz<7X1 za<2|B{#Fgoe76l41$Gs5Tm?oo zo*k?$xJ{=8)F9@qn;@}@1{*nu(Tjh=m(ECr8Ip{!mTCu3hI-z8vlCW3?XfYGq&^~poP zXd$a~V<#}mF>^0c&tUCF)S-?+VB`+AVXZ4g{qIMFMoI=W{`bNlBoG*LD!#lw4~!!p zx{NnY#>08Chq-{!N$Z^bC@{WWxHVh>jQOuDU&H|8#cOiKHo&O5KZQmC7+s?h!{~rf z3 ze;*ziUA(qL8vx@SMWMDryzK;tQoq}@f$^B~ZCzlrIY1k78yIDR4qMj%W5C1_p#{9{ z9Ql3yh$t|g6;*b6iQ9BSl6)>RFb>#x>DvRNQ*6S%Iy~*Tm21}v0iz!u{cCanG+Lxc zY5c;gci2n8N)2Fi<5sv&cS@1jb{!-z%SEMC0%AzzH#6yySUGEGHA)wcA|04gllZ zH$3FgxAM!xovJUM+R(^k;4jx*jh$^(KHD6C@v>;P2n{gKCI>q_+76U+2Y(*|#%)LM zCUic*#U)N8%=0o5)Inyi1c7nzDiiBnU`&hM|MVs>QYXBNwE)Ja$Abs{14gFo!vVs; z$W?3Qz8M$~|0CN~|AEFr4gYf=a5Pe6a&*#xQE4#$78w|W@3L(<1B`zr<~#QTqX&!1 z*d}27S#*N*4H!$r<1F#2n5!01`QwRtx%P8e*PsY7wvqRVQ=4j6yE z4E?qV7_0fb(^F9o)Ym!dtpJSVwD70dA5jo|c*Tp)6c~-<+5>)|1VhKM%4Y?P#zJo% zb>Y?f9dA8F6&R176O~KGLu1&KQqv?}y(`WYtjGgnLdvtz8^FkXMAp`LbFmj#Ual?P3 z1k>XmGKk`|&HYT_jaCV{ruPqCqEo_;zKMwk7$y06Uk3o=7~`qZzX%>QN-!Tj4~&Ou zzH7H4th#W+Y?CH1azFaww=trTEYkkz5HN-<7X2+6!0ad9pKAv*QU6P#K1}n*X_*MV zuS|Os7}ffWwtQG#B9f~|cNqbrj$?w>&(I~JbU-8ARd0!4crQ232#h9*yRM~urx0q< zCk2lJW6SZhrSJ9>;y`~Q9eF^&QVWcCO85dE0OPvovYa(AzW#QLUIrLX?qQr>L<#0q%lp5T!00%iKO4Mp zGAbC%k#(Ta%*lR`85%!ceOu6g>hzv(FHeR8qkQ|w6AfT=vig;)5(`VqHSlFe?#(hV02&DexDy0V|1)`RHAK1;9?k?B{1qw^%$+8 zZHIiJ=1(j-C3Mvb$dgjg_-Mv9r4p?Y62&|A=mX=HX8HZ!(JGN882!>37+JTS$rwa& zdcc0iM{{7@HSTw@9`(RewxWL}f$@{{^W|H>7%s2>wGH*aw^fQ;_<@ltT|mqn80)k= zqT+zjhT%h38tQ=>&WmT*fbmNc*lldf)<#e%Yb>I?zPMO_`on2F8z+PnsEMuN`ukwO|9rs!bkOynvCoW}YyDj*HW3_cmFslwFSsP;TPV2rIhe6#N)HX!87skv;!YSk6nUG%_caK4=- zDUCv~gbr>$42(zUe2;d>;OG0_mG}%`l(@;r83v5!Dr-9~10%WdK-7>9G)A|IDvJT5 zBoBKRJupVlhrj*-j6-};UrT^7UA{>=3K);E->td?jEu6cLY06qoxXs~42+w9I6VFi zjHTZ4f3kqFC?`jEqXg4jmRGL|jD_n8rdxpVmYn=(3ow5Cd(-2=E!6+~=C4ysq4CIf z0Sg{rG*T{l(1BJ7XXcyH8+|)Zy4^@8fbr}d^Ke>Vbh)_u^c!I0FJHQQ85n2Yn{e;} zW6Q(66?Nz#W9^T)=>m+#FE4K621Xfyc&}14G%i2ia_=lKe!AB}T0lc%YP@kwWCiMf zb;rk(g`tt1KjK~qn#gVjXvJs)qr>f*{0=mciP9a6x&VwL51wiaqlqkYBCk9 zM}aYKD`(vz8GSoj>LUsq(JJxosqLFy^zCrRYVXwnM)Uus7>m%iBkFNLcLy-$Zr8~Q zL=zc(0!{fS+G`u6-fc1jMq5_%nGysKm@mlp?g7R)1tazdM6$vLXd4$1)t9=O= z4^r2>YR4clyIuDVYXM_US??^l6q||o72`L{LgU>14-wCQEEC)P_dePSjNe02)zciY z9m}Eq(H>w79TLvVSXv@F#y##y0OKYjI?bXG%neN~?jwLvYR%HRY3mZP=->AJ{5J}* zYh~4N_AxL@vNztgqY&2xA`FCq@z>Z(yDVVruoxjL-iF4=e4+uaU~%-aswWCLR-!QVp$Mhm|a-iE*^r!u9v@#;M+mVa;>B^XV< z$3z7%4!_!O84iq5&D)}lfbo=sd_5m9j{ApF{XnP0@(VJx#1m-rX1H?nB96xWrW(>h z!0592WV|0uWW{}(FDC%w5#RqF7y@Ivoxa&-V03dj^{fmXjX$3!SUGHTG#>ciy3t;n zH+b}YE!t~!uK!VR0>&46t`u?sQb^Gjz%d?^~^%F*G3GVnotAAT+52^R(opF!HOH#%z;th6{ptVe$)#?B{b}S(X1p! z?>9Oc8ASv3T>!>Qk5yl`qM?!bOa9R#!04@+oRx?kvL6Ss)aKDcMz88ua10oyX=GaO z10z`@d^-Fan#g4TS>8DUj2|P5U%o*{qi4MHvJ5ar-(o3ELr3FWhZX}TFq-(qe)UCr zt>2UTlOqToJc`$$IR%VOM*L~zNWl~}G3tl_<12j|>nMa(_1gQjRxndy$Dp9P9WXwu z`5oVmL1dEKoBh@6Q2#5Xsg`_&jR)I`_ScF4<61MDOCm3-)vhmexqvY))!g&W(`7=) zmXmEWFs{mW?hZbHUT@6I^X62z9n)0Y>k@zo#qaF-+dZsM-k_#V^F&;|Ip0FV$bv zB6y$@!$ao?jPyC%ZgBwP>-Yco3lThEOj)cj0LB_2t1ILQ#9$Pp3ibp;Q^?E^7|lATi^?BUk+v<(5A6oV7$KTXWMG{5nM!tVM|*9-0aE)u zXgoU_-0T93O{PJ|oX}ny$gRgSgI;ef(PZ1J==ILOV&goD;6Y@?3yt##9+byO_q8Ae zBRO2bOajK;5@De^$Onq&x&P$_M&+>hPeDjd-#oGR&J+fmR2Upiv;fBPWF>=oOvNkH zB=^rBg2q!}LrqUHWWGZ#l9L-4{ZoF;gc<@PUqSK;&k7-|>#KOJAN4;wrQwkbwAnU} zR9ibN6Sw||jrPke6W45>UOz{{ZF$AZwZ8)Oz_L5*R>2rV#`vc?0A2O>w6V1LI@* zdWUKBdS9k8`Y#I@>pJd!I1h{pGk+&Ifiab3+tV5Z59HFO`>z6{RTcN`oxrG7&K+Ba z6pTon(5wS6{@MH^h8-AtvVAV+Ba%fE#_ytc0`))tsB>wfGI;GC;M^1ljLc@&GI@Zp zjQV0qb`KsFCyE%9fiZC_4^{nRYLZ{$bc!)BcBIga_Ss>+_cUF(4KTi4{8=|5ga2MI z>US9!<0PvTe{ft=A936F|T5QptDVYwj(y6A1J17>oZs(9P*ob41jU(F{6mOzGXth zWQ;=v7}*)`-hOpunHVLV=iLvCZPt>VFBX@G%_z!C0ArPRky=g=mRj<6?vMq>vMXo2 ziaBvY-g@XvCP5>Q`MJ#vDJZ#Q?lC%hi9%S>>@pvdq!5)gYX!-`cqp1h#|;>HL!{VF z0;8r|$=V)Zv~I21I*(WH`&65BKLBGNF_HEV7>oOSIW7X@_n9*>GQg-3@?sAKZ9Cy4 z@sdhlbbCdk9}JA_ft}=jZD`cLQE-6?8g+K9e5waVJ;&>up}?53MP$DkFcwB$kmi=cTR@c3`B}Kf|7nu<9of^6!9?&=_&Nf;4g*gU1ppPWl65cevi0?ZEi!-t&9U z=c!5e-_MUL0%KxD#Mp;&1PN60(~W>J?QMie@2!oo-JH%Bfib5n!gM37D(<)kKAI%+Fj0!E#9W0&4;WKIpwf6@a+N%9-^hPSCWG7S|aHUffdTZs8}2ZMrwQh$uM9fAN$sugRtrw#*gI$@`2RTh2(l9ryo$0ck8LF6aJGw zW10}-zo4u5S{pHb5^wOSDhxO|p2#ku0E~X_%U?1v`|0-6Yh%2?NM6DdZy07Yehwe7 zpkS_dD3f5c9fr(*P`^9cxr%EvwPUdsFmCPrLc9q_-;U|$YB6BUY&+$i$c^9e8X}q< z7`Kd1DF>$mVL5y1>Sa9Xq;KoLDZ5O_b2Rf#FDwx@MJ*1_@0N%G!S<=iTT8_Kdd^Ch z<4a`X&-UQ)S&k)Q_mXV5R~H2}p3_-$!1%2;+dR^SLKtuNe7Or4Gmkdij|RpUr!3Fe z0b|3jbRV9b6Xpy~mPc5ZeBYQT7hhFh8$7;C8o zbH4!NbKy;ru{NmxUD9t$Jp+wf3^?iefKf5-lYSR^z3=F{dEE!b(pWa{lfYO*w{~n3 zFmjxg=qdxohnE=zoPjZV(=$#%VEp;8=~)x}j?SHgMvXxQwGmsSSyNP({D9F_hh^V(U}TKvYRlwA z)%xET9z|ee)KzBv(2Wx^BJQ&xFs=)yUHqPk_MM!61J=NJQOZ?u#1=*92mV?P!1(7^ zSpB#(PRgyZ)|Y|tK|x*OAY%MCX7%RCXQ6Ryvh82PTl{5xB&-CC3UYzEX@Tfm>`M5L z9vD9fvTd;j#_*bJpUb4sR{Lf9XEtCw*K_&(yFcp$Ve??p_~km`LHRj3bYq>^CG=mK zGiFM}OJ)9;p;;$R92;=Ej&VB$E%u^+@2wG8557FH#UQftj>w<(ZVU`Pm+ort3(KYj zy#{J9*IS{YTw5L(MV`>`JjI%<)0D^A+kw$ty8TQ@4d!=ie{fn1TOkyMqognEW1*mx zK*#s(*o2Tqov7ctOl;B~;OXpIv>%&QeO@?91LJW9HQlUo{47tA z5AGL*M*fxe`!jXWI*S&{Co-XN)^@Vc9!DellIa#PU^KgPmm}JdoQ@Vg)#?X~jQ&b5#DFob@5Z)` z7{5ZBHoYq_3hqC3V;eA%m*_Ywi{7H>T5uy%{o1HPfQ&ItR@wM)*3Xk}h&?2=z4wq^6z>a5@z{g5N@ZS@LKE=!n7 z1LNkr+^|$VlwkhqnQ;LlTTb4lknhVxgL_8havB;L6@I{zi%N`2PTK_Qm=V!h5MQHbt{ zyGg^=6vAA3MZiUzLNp#a@z)6$rA8My31Dnm;M8XUMvaD3Y2Cp1`0D}sbYRT-_Wim8 zFxG_bACUt_gMF3f$qVT9{?lCFS^|v?CPx%Kf${bF(|d=3@lC95(<~xc6Ds_Zxxm=! z{^Iu~U=-6bF5Cf(dl@CQTM$-d*5rNc4~&OzPZaD2#q6RPss4)%Fm~x2 zbR0{eCQ-$+aXABHwZOouf0r<6`So3S7hwD@PTqNbLJG4Rrxqq`IjBkgwQQ07v#9rF zdyN|b2 z*&M*=(?^^IL>d2UZF5=-F%Bz^JouoHfD;`+mI>E>Z)d#lfB3 zuFES#UWY;5?<(Ay%VT`chN7YI>$?+;Cszn1&sJB`Hazis2t8QzZJ8*wn5_{7Mp=0( zlVm%@`i-B>@N9!dp=U!15p$?Y+X#1T0>*EDl6eCHmWTySk=^UZ@DVBXmC=_CBN~I1 zC)e63MEz*-uzw42#+ z{5)rM%Z37@)AzdY9l%)Jc{(=t5>RTdUpxwoPvm~lHb~($e1}M|DKNgdm$LR_7QJHn zQ@(b<82@DZw#hPT(g8zQzF5mC%T7kaVyvOgR$#m~WIf~#j0@U6p54c= z{qiddlL9bCepbo8%SJ^?XVO`(8(JqS9Fi5tfR^eMCGMHsJN`9;o|9m5h<({n)?Oa*5 zS&nEX)3|g;@E}m0dJy_xX@$r>u29Sfj5^fcuK0xDXM37|=AZ5g;WEz^b8##73I6H5 z-PN;96r5lu^XNXt=w!u%j@7oyMBR}5+r!eBaMIr>n>V{ebl>_pFIu)l*cJ@zf8q~( zjhr+B!02>mAS{s;v!Hr+5Ag%z4mVxtq(}Hx3@!5!w4xBNHnojph*HpK6wIXpj28Ec z?lJ&lW~mTQ3ozch=AHcz7z3urGU{f~_<_Z(cPEZU117_3eMrF=9t>Me1V$~_T#qxr zc>bv102eT>aI#7_AgsF1NIn|?j3wP?FDL+G=I{;0KNu?UYbmuq78qyE%1>-eIQg;O z?)eYnb`lGYUW^CEwy6^AqLMXR0rfbqO; z@A(LSG%og#)}}5}kuH2YH)sfqVb8Q#^CVC|w4V%N1V-Jr7M<@f*86Jzqe|;+)c^L5 z(@N1`uJ?|yp*snOu>n1*;H=d88e!e_c6%8X6B)lqQ&YdQMre{RS${G_F3?+UPKS4m z2%0Ut{;3~5-nENH8c$b=%U6o&DjYETDQ0X!;lL^}>{;lNLqSacyv6T5l`DjkYHUVq z@Csqc@OqI67_a**su){tTyV*8Nn)F>lU@+71)F~+pAhW!w z`FRG#XRC9jYNboWtB2LOZ~c}CfhzW^hqRW6gs+Vig)Eo}RnSo)`;|gW2R-u2PoNMk zv?c-vEOA1PD3!k!!R^|GUPb^I^}YUf4Wqj@R?7R%3o_kATzPil z)zlP<(Xw4uFM)9~p`YdoFkbumU*uk3e5LUpg@MXst^b0OPQk%#&rzeyS0F`RxfX(wd62X#-|i zKOEA)7!HB;KFSAlWTI`!N93=X(-PFGK0wEJ^{thQ2$ z0ijXyC%mCC=E~QwC4a0)=kA`k35;i)YR*p`L&xKdzi;hLnT}l3=DWMey2Hl%a^`Y;(*n?6}=4Xgs~2Z{Cowk;P*nrHRM(a z2H^$K@I$$QZlx`%dODP4svhvkcTQ z;~`Q{A&JyRA&MK6m*2%>v+8S3ZsG#kcV0Z)QYDPr^v&B6YiRW*D?VIesDZ`@KX;7= z0i*ZHwnj~0?CNaHr3XfuCyzs`fiY}TwTTZfvQ`9dRRG4PfwJY}7%H*pzq#X&fpJ7{ zz03$0rA7ia(*fh^*$VNNBP5vz; zAqB%&&=d!Z9S{8+4*}zos}~#Ej?t33&XUF*fzhtUzL_2vdGfnF9s#3YkinERFh1EE zs8U&qu{+kBc6z{AB@^!b-5)oc4B=2)U`(EIiT`&Dq1KOS6>h-T++NSP%0@$qvds_j zn?e20N#WK}8faXyF*_0fj4P|Je5io2Vv?K62N*3EmWviHqDcLpZm3)l!=9tSnCqCQmR*7wPdi*gwgDqqCi{c89~J55L)PIR)>NeE zrejU2z&PhZ<(5Jgry|XhcmJfYAfr_s{-13SBaNDj-ED3 zM+A$JJ-g*HE-=ZDdXCGY6jM^KTDyQ9Fyn6($SUtvh@yh@Ek(Chh~V*RM)Bi_Ot*M= zrEsheWs5FpTf0yPw5oj@mW&&Wkt*H#MLawX#^t(7UNzn z7$tApWC@K6iI-w%aWo1QTaP^fMvkYvEdK%Hq0q3!-itul+?wkKj8|+-<=B8xM_?j2 zoedeTu=)H$z}P+KU;42Fk*rUro|^*WvzA|>gGuOc%-(O~42-*e+&aE^5wG3>v^r#9 zl$c?1rUS;kiGvXF1i@0+SHI8t-XX^P?tx zAUkxs0ppCkF#BIEwCRj1np_0N>F|>9PF8F}h-M8v28@fjv-^tM(M{Xba6||gnSD5( z+(|^7-#uS(29MsP5WYbZU?gA5|9rPt6AK6ROl7tK=rwwIcVL}pwl|qR zl!*x^5;Q^IoG=wHka*@HkB3Kp#&ph=HDd1ZXw%c`HKITLfxki+f(DU=yw!SZ#NO_? zdF}0MgoDy`kEZX)1^Vkz=|5Q|IyJNYG}+@s>}$MpeE%w$Fun0mt!^G4h2xtq5alSv z9O95I4n*oD=K{5~&I-|)WW$}#zCut=n7rcc#10r=9o~CMn2Hy0-iHnt7lMCrdx|d; z^tXce|NUDcJR3ubFBLDL`Fw`E&u57^UDIG=qP|h2R{PMr1&fNDhR^G?QV7@jX8pQY z)c>Sq+TN(0qY#(=JuRx<3#E3w`h~z)QYD^t4H$<-on~Z!k)e2kG=?01NMV0)Ixyxd zI9Hhg3m7cfrCMfM2+ zqYoXOVm+A^{~*NH-U%9iKWKJj2gWt|zv_ATPW-nbKdB3hOppHAkNDA&bUQDX1OQ|7 z7mj{jU=$g<-NWJNv`GPeyNlBGw%>fuA?@3ks5XX)fI{rXIV7zhsm{|1`73t@z zuXkmDk$%W6GT{wQ##CQsT3}4nc|#twgT_1uNvZ}bJck>)pO6H`vu7&bg^6LKQI^!H zL1z4pzoQ7b|5zvX&zo%7^9;RWLoWmC95HT3wf()#!FA$=!Vwm#WfY@%Cet5Otr6vH zcY1_F*9gv9GwPy~c>UfV>8!GCjX2O(?OpQ?Q7qR?Kg~3RUAB_fTkGtw-}ho+t-1_W zt;!wBt(-&JdpYfmE* z@!-f{C{1gP<#TqL?T-vh>saicH$fN{Vr(Wg`k!zCy;*>r(%sAnpomlYe-v#wG(03+K-zVl)` zz8wc%4+Q|D^PLxtOu!gwn9CLIhx*?DhwI>WXcT-iFdnZ(LwcX=uE-CJu~%NSC$M5` zb)n#A9$<9J?Gk*@j__&pr5-k5R2P$62u(zL&d18DRKQpp6Ghwv#*&UE{ZUPfR%R`V zGzUh~h5f?~EYze6N@E9)0Hfdihv%MsMW}_rO`YQn@Ev+V`^o(g=6K8dwD$T^kuq*u zXpw-?Iy;y*RfCEokSUTN$4M->|Act^=myaVv_Q zJg`pm>POg(P;fHtIK%H(xkmV=I|g%xtP$6KNle)>^LuXo zYKf3m*va4Kg}Gyyb~0q0|CWedUv*ilH)Ar{$kASVrFMO~@XJe1%(=)&*S25N% zB93|B()T&sfzj^BaZNg4%xKXJz6*@A6)oSk17naXd6!{QBAUu5oO8SVaC4EIXi2xG zA&HH3PwfN7^XXTuGsN++*d(xD2pIi#dtFGG!q4pJ!zEr|)Z;lr9rFf_i?YA2ZvjT5 z?wz`R_@-=(ycsxaMNPUc-n-cr821=%`P?an`J#55MVi1UokPkl{D&|LSw-gIE@;&G z%y>4W7-My;2ft4wP>~L2voII}c|XIVi4TFIaKD_*yYY%1Ln(7^bB_uj+> z^p3UA3t5X`g7N{zmt7Nhx`|M=K3RnNAH`JA@xA8~VI&r~prne2$M;R*1q_&U(!(Sr z-b5i-bLsXxxsPu|T5E}&W_a};YqX2oO(A}q)9H`~#@;_?nT9cLhtBo8@*`k;d!E|v zBrsm^X9{1(RJ^|iMya{Lc=MosrWr6^oq3$H2^a^$`ER{^1cf}On~hBH_vgDEEX!6% zrRrAXCIO@8`Tj#kfpKo%-pubTsBSOTt-Ax`Y}zw|3mA`USlVa5L4A-oPgVs+XTzym z?RZZtp0)6`1;%SJQ!Wdd*bBUy(K-kiMY*?|a{yz^yZDQbrm$Puaa*tu85;RDChDKR zp&>=@I&xGR824r08_OeOcbivgpDZvM6#d+juZfS!EUp@9U~G;m_?X2)Lu&MMIkFEJ zzd0ofCVxfG*q=1dZNT{VSHQ8`k8peL4+~oNMM#xur`R=M99XRu{-r@pvR1KmG6crJ zU)|&63TA53ak;QN6402i^@_rSHmqR#v$<{MHPS80iN~#gF*ir-cC8QUfY~8rVPG6L zR^2aQIvg^d| z6unFN3u{FFeDQVdci1&;&_}+}dkYVY+de;aJibO0bLOcpabWoT-j>L~u2n+O%Dag% zWtGqml=v^g277-8bM~`JVs>MdZ{MA1M6f1h?=hAD;f0l3xA2s+s%cEMrh(!#M-Fk5 z8Q+XWhsYCOuu;|R!=iOOz8TA2{pvoC5{y%)tDf*OF+NZB?0Y|sYILKczEUAN8hJM_ zzVuik&W|Zm36s$2IGYodxCtAJURHhKYNQZv4wwDD9fOl`U)wa@SqgEZSAQ#6kV2eM zl&D?fU5PYeox(Ttqhe-Rjc6Y^}g0pk^0&)+q`cwe^G+yxj_ef(?rfYFZp^@~6a zMk!C0^If*b(U?3z_k;x)sq*fBdI^jP5eItpfYF_+s&_&RH=3j;pTmIBVYK_15HM;A zu(+0eMbG!=G&uucysF(aJopH0J5N*Z-vq|vLfch00i)Qez;p~SO741|D*%kG^!I(A zvmpN;uq*GfEHuW&r+XKFMIDgR^zH~St|W0Ozk7tC5_?kCj{>8@TR9lpSL zd`eUHuO%j+82!sSr-Axk_`r&1gD5r0_(4kKVPI@=U+YTyOGV0RnJ1Wl@!!fy-c?{M zE8N1<5s#j3rUVHxq(MzJ`YebY?fn9kZdbD&gHqtgeC5{C}tV}9br&fqYj+Ma4 zV!ZLZF{HZeiypF{?tg!&1LJP32y>Y{ z-mdN(O(BLJov`?Q8ol3d+MO>5PzaBM+b+}tV^!ZT6K`Ow`}|Eu5*S0ik0|zFUZ^U0 z$DUwdJe`gW&ikQ}^n|*zvkf1OyJ}N?fH7zMm&I;iBJd9+3gY%(V$}>l-mNm1QM|kf8CQhbQ2c9WcnT;)6{H_sPkLSD=x>_~V0ab!yW2%anf_z^HK4J0*_^ zzt^Q-BYAaU~gsDg++QKjSfbk?}dGgPmb)vOV@AmD->%=n)1=;;}NKTXY7-qCcuM^7m-qAYF ztr3Zha?bQ`vGc`6lRY6|jS%rl-zuTKM&xBE~cbWM4^X;EIqf10>^4%}g`N-{Gy<2kA z4L{3yav#T3uqA6@PS}zTX;v-Em5zD}Av4S4s2fEg?25-8y*I_{x5lsM%DX6p3h8mv zePCqqT0Ec*jAf>2u~Qgcd$VwSAyE|jfA=+>G}45|y%tw9C;no!YQUlSXkfg4`{NM> zU<^u1aPLe&3x&Avi<`hmlFjPm0!Bu`PfNKPxIL?E;ywn9cMSQZH&(WV>zw<~6&Q7F znoJmgQR%v%a~v=_`+d460*uXK4DX73(YRQSDufkO`tMUV|D=ItGje{9J}_1&Wd?RI zqq-fu|H4^d44obG_}+$#$@xD$=D_H7-X-E&0+8{yJ~|DIRbAWIzgp6e3QS68bb(Qy z%|x$G6e$^!nz#xuN|kGb7yP9r1)Nj3E)0yc_udT0y~doew)J0(WN4Jzlx^z)jqkNf zul&A%o63VHzm0&=x+A3Jod~AmJqqO&1xA|YBSrTnaZCPiIBKpHoe{r_Q_lcnf4Xv8 zSsX4Z)T(?tfbnW*x1HyCB&I91i#q!%96q|>VT0d%~@pc_&Mk6QI(>0d(X7qZ)Z4QiA z*_b=0Md?WQs7>NRfbqYVKIiy=(YJw3D!UDJzzMC*O2B9-$1_)#fHl5kb7_hJG=2`7 zmR7*%KR)pFwVKxcJxh6@@x-QteWCHxB(@%FVC=utyOz8K z)A497sL=ysi& z)oo8Vrv{2(Roh*aMcT;~LZ*W1a6r)tA@1}dX3Y~Hjbi542@h4wY7}8{o@Q7fKJRxn zzTC7-Bp65S9k`Dn5|30^OwF(rt7hbA!|r7wtt$RE=?_LQu6;W2DtC#Hy>a2B*o}<` z#wQn&jw}(54hqp6H0YerI~2167$rxk<|~o1dQEc3x9?$AiQe%^Q;9hzFHkK z`XWL@3gNigqXCRLd+o?G#ghmI1`4N%LSy}J=|8crkn2CnQcDkvOY~|A*MM>0pw^+@ z^H@Yw{isS47{y*w8ghlHNg<{&dfR}prsVQb&j~avI+R58wqQstm5nR`jBS!$J5yq* zNS*yJHCH{+D;C(9b_N(X@tzhdQbnFHgnXxs85;HOZ%?w`jOsL>(&nq3m|Dv>%E_IK z1w=UxmL(VQ+Fj^Iby{Mb5D4B&Gc&bD%wyw6_?tDNw`}{pUHFFd*L!2~QUf_bvHC@2 z<~2e$_j}@pFIYBRY3QgIze?n>eSi4%JWj}l87)&`#Q2Rb<#mo@8Xmc(pUR{VZ#u!Z zE`RY@A$HZ@-=#}hAwoL&PS$Ng3Fc(F*wIGJ@BTtRP!xmp8zG`k#Lq4h{JB4pQUuY_ z=-;r)^&7onAxe`WIZH&)jqUNv*Ov&EzHh?LO1Q}MM7;Y+g|?pMf*_L*2&s0QO0ADT zT`+-0mN-Qr$Rm6mr;GS7Ca?ADm){sNPZMeI_8u^1Q?#?>fzfY^bYiy%Ivr)6M|lBb z?$Yyceqg+L{BlUi7Yr(yatk#EM%m}(cmKv?hQ!%Bk3xXaJTN_PCos0$BUJfYF>&09 zffX3(EwwbGfKgn_xt0?cSGa8>qJdHOIomUKV7$x{!5;yP=M;oy8Gv!?HD)D$VBEJ~ zXMWKe>6d;NS!ZBO5p|jQrA9;IR6L_*DuSEMlKwuCPg`h6zju?LC<3GGKvY>~D>XJE z4Y+IvMkNKwnt(WJ(#QAhKN z;#2eDHDYQiPVS!%(lCE+MEa>?xcp_mA1q93#B^1LW?btk!Spn7L?CXJIAY;4oqi6h z+S*v|kVW=ErA+(JXJcrqZIRt8T(Cm?$FAg?=DtEqJvJ5CN#M}xm4~!h2o1gt((Vd6YxOQOxZ=MZN5=y0_2+^d{^Oh7%Dk*8!EFq1z6H3vqq+wV&nr?{y%W!h?MfN|S& z?4Hb8JSbkTmE+_9r>T6hA26PbKAF?&irDRb0X=PCtf-6%%2PsrU~t@KE?`V}*cHAX z7?=C{=(P5r-uGD2UjZ2BudU;b$;RLBnx)d;Mqt=PL(>i|U<~I(j-^ms)Hv_)fiJ7j zSh!SCKo1yW$}(6h25|zalpJrqgrT*PHWOJppI*$6ACWsTm5usex7#o3s0)ikM$9k# zvx-HyCd=AFCJ>F_tQ(rHoFlyVTLcb=&5`=ovXSFk(WEN5-fcf0_Wycx4i7!YaQQna zYS!m59q(33V4DMq(mM@0x5(mFJ!BMIKFYwXNc$wYTWH(YRMXE0!o#DzcNxD9gQ(<$ zaEG%||I;~~?>6xmT`(2D#+{RJG*;_A>aoGK+FDF_+fq7tsVF%=02ou5H&o^WqxY}N zyDEUuadugZ6)?t&B;K18!AU8T&l3-f1@>UDw5H+zdwv(|HK{_s{!MtZ}+Wh>v$<| zk&MU^FP=RVy<~G2Xrm9nPT>uS)U(-te8^FBKQU81C7db?9U39Fv2L_Ot znhJKU#?8i4+ur*J-WAiY(-^fF%{W_}bM830Uix3vEjMD5ic3;6B|>P?3Zdx*tM?$| zJ#*K(A&W&`YwWJncgA%(_fGu-1&mNWzai0J94p!+Ol+GfPzTfs)7A;awyc?v{nh$d zD98|HtMbl~#kI+su0F%XW#N>{(loU3ceu|>wnwH+ub7`(hDq-2e5)HWf~dEN>x-|Y z3}U5LGrRW)o_J`(fnCqF@bUOZE=-?ACyLS5(zjdb>I#XiY#NFp6Dh^V0>!_Nd;lzCKJ$ z4(7Y)1B|wtAPc8`a4A8{1H&F05VJj7UM(x3@uJc;@ATv7$x_;!#|wVE-gc^Spsc)dOr zY{3hR)uwU@uD~c6gP!1UoQS8E9a;#C`i>js`2wT!OI7J61!TZ24O15Y!>O;bQ9>F@WX2D_$1HF6vxvG82P{mT~` z#U_!W2Lgfw*<^3V6=OyhcD7mfro?2T0ijv!0G|`4r!SmW`SV{}?je1)29_ zZ=)%dJCv|P=7?tDY2k3aIYMlH8~w*UM|Mi+EcShhaXadRh3`_BL}_C65}Q3pPW0>N zJYLQu>BXhy+Mm%W?R(IXR(b5LQ zjGg|1@h_DTx1FM!x&mXhzOCNq6kf5rvVHu3@j_{9&qOW02@_4C0)UZyYWCQ~aV)bG zkZkb<#>TH|J|jl>_tc6&7htTE{PBKJ7{lq)dYdhPQEEQzpUk6PoP6>$mS!#Lfa5m4 zH*)ZhXwT~@4U9^XmH!f4@%p{^?b?5a7@=Hm&hG_`*iewrBZTX=PJQDRV0_e=4Mj$J8XHszsFv?$E5_5?{U*L+nadWHi?MQRnr0xuj zf|fc_jT6B2K-5bL7=zzbeLPx)-7fL!6P=mp)pF~PQUb19kB5i8E=|N99OOxFB0@hibJJZk@jp+E*!C6J1p z8u-0#**t!iK_`D7NO4qJaBX%S6TcXbBK7YkLlG-FIUV@0JW>LEgHJe1t^s56z!xI| zjGCO$Q$t2*%{sH}Z4fZ7Hu=6&2pHYe=lACUqeN%?u?>AFwLCv{SF5=eT`m0{OLqa| zXThs7?~e0P9v67be1Y-uqtL?tjPSE;FBx=%fBQQRTQZCMq#4w2i(|PlN@qA&5P9!i&auTAyD56y3 zc{O+!FscUCFK?K{yw7VT5i5bQX~sG=t{QP$v1pfxEIj3OPmEXsqd%9qe5Er|v|INr zrinwNn$@5BBhc6vswvbXfLCwPt2}sopw?;G6~=erjVEjU$KgsY>b~rvJG#Jl1LLhyx8_uNyp~(+avtVGjK@-ky}y@3Sl=9NxpMH$_~Bf` zMHe)u-qX_Fq=>;LZKbqVPbM&v@uPC_-YRT7Xy~i@76zSnbHzdo*u=weQ3s0;AC+Y` zd~qEt5YorpX(oxCH%PDk zh>yb)!%tQfBe%o*jh%52n-7+%Jm%fZAX|+sbb{%0QeI3padI`~0*nGCztsM@VnNZRM;fWX=q1WyuLO(+=585xh4~Tv)PDWL z92$En?jLy9iw8ra2H^l;G|A}f{+EO0(tF(Q#{#3w9i1UjV62slSIz*&`2(LymjYv$ z#CE?tU>wj}?kfw72fuDCyV8q#pHBT&8DRWpsH1Q(hnKo!b-`T{81<(FxKe>pEqh8( z5EyBRgX6R)XypD^e|TDmmx|f8{G&H8ip=&6zUtwjn)QR7b^zm{uzFh2#jp?kw1Ckc*PdJ zY5uPhb3q%8&8>m)+{?W`OEU2Do87RP9m+-N)@DfT21dD-;*{d8TvY!#-~3rQ^bH27 zZQluuJnS3njXk)i9I4Ce%t8s~<&>|tGYvBtZ`k-S6|k{LF0LSD91o0YujE%&q7JC4 zH(M6UCej(&8ai9CYW4T?v1VR2(MjL2*7P}x%yU`4xFZeM=$kWlEgV?H-{6yOrwkH~ zg00m%N9RaYTMucwiA6+@UAaln90|<5D|JVEju@1DyQaowl8-V`?N@1!nPjZzV9}B! ztWb4$?|jwV#2oUt-W4(Mb$jNxc>ofPrv@V%)sgvDQ(37p zi&2b8i3vFm=)}mviL$8ch0o&HC%ECpH%VYjjQE^i4vg&?n~!Y+ z#<@}xf7&Z041DQjc4N81e(~;5lTYxb{OzG#{@4Qrdbf~2cFnZ}oacXN2WL$Sa zWFs&>s~-w2jYP5f#6OyuJT&f;GfBxYHzTlGwOFb{0vNx`F{$YPV_f#|z}HnsItqWbumr~Z z)3TG*6Wr7WdzT$jz-S^;<`Y?k5sbw&9n*K27%H)R_k?~pLS!8wyYifHL^@g>V;FE# zSBl;`Isl_nO%$V=AOC$?+HM{&IxRBr^Z~{inyKQ03Z!QJk~1WLk!$|Ba(`fqkY9NC zz9UY`S@*#Oz$otN_rV<)#h1NGsN}^Y<-W5wSX~@)jaHcxo0ExQ@@;z8);nSR&P$br zt@0f5sy(95Zj4Q~#8>_rxy>fADi5NL9Agt(@#)hHJ)DfHUzf)6AnSd2zopjVYZYvr{9#>4)ctj)R{?kQSbH zcGh*tew$;G2gko9I<+#1-6wiw_gQQ{h&f+HS>swg;Zk0;gh@s>FKCm0j}x#$OZxmZ z2HD)H`kdp>Ai82d{snGi5GlseM{obq$y)Aq)1CK$k`-4{e~M06dv8Lp3ImL+zyrz_C~bF4=N>oB+| zm0T5`XPtP<`EyUyBZEUYVGn};IwHq&;Wjxd$03(KZ4Q(EhEC}@RmGBWEDkg*vE3Ac z`k?;g!h5=i*-ASeHsofLuYa6k+S>8jEo#2kGzG=!pQiKL?O0^xo27S*m!nR&mg{iy z@EjQxPv50`0|7>>v$T-vLvzG^=n`X%<{Z&bwB}r9GRedAfdcVIXgnzFXPrvG-xYRi z&R79yf0~cCB$K3`dRO`4EraC#irT#GDh7`^=FY3~W03f#;;ynA7^GrV)V8DfU!qxr08uA`T;$f#Jzy=PIyq=L^dDAxXGV+7#Kfl4pdFM z@KLfANsB{(@z{Co2fr0D?Y33pP7pBmO>gG=F^P*vxyCI&U^JwO##9eiqbqf&P|h(M z{rT(M=ei?s5?WMQYy(EGKNU;sDU9D4P4-<4j1^<2sT@IGYRvn|O@3fBDfTZv3XHWX zj=MfoAwy2F9*j{xlje4wtpv997_d6f~ zVEo8zxtz(zO&$L6-tqf4E-L@o%Qr^A=q*HKb8n-a-=;wR`+0mrHeCK}0E{8(OWe}- zA~CVsBVE>~$4+g4#>u6-Rik(i3O}GEp3#BXPMi3MN;(paK8?dodpRUDynt=F z5-U}o^Id-T1pbx*!$ae-^tkDxZ1Vh4;21XQk}clL*=!EFTto+6oqWO~(oGi< zc#;ul)KgYExf@aM8_lgOX-vc0v+_jvC)EG4G7Wuy6=N3TuATXQftYBr)Q)`EjDLpM zdD=42?ecnZbz3t+W1qL*)QV>k=XEoJC6?G`$=&a|L;{P6wBB}}euF_|X3|Hd3viqM zc*@7k7a8v><6RwU$d<*vY1RHiCj#M_-q#wjqHV`?&-|0vmR0V&GLmMBs6@p5!(Zmn zNtt1|i8e4g{^n18>Vi_ss1x^IU|j9|D*uZjKV=`ZA}|OTWw@meGAH>cE_=a(Q^2Sm zazso77(e|`t4jgK-x~w2hyx={rnoa57#qIdHeLjbwQEX5(||F!oTDrTj0q{n@@QwE zap2j!qnvK+@4dC)b|^5Sa%KNL3lWLdrjpXB*m^V((v1a2< zmcoB&9Ac22{^z6vR;ey-*ds2>A*oO2TV5Gu6NTa6ku|s2gk_e$sw#+0c=8mMY3pFz zj;Y6BBb!AEpT~OZx3S2X({AtXC7~OJ+uw4FEsK1j#iexBE=BCNNH%!=N1!V%-cx)X z-7qn|$tw=dkuXeQJ--QEtb>Pr_~_VlK9r&#`jAO}?r|OX8pk9G*5ao2cq4rks8;)U z5oSLn1!`{^!u~*m;;Ae743gkj_FKeddg;{8T|*Wxbff7x~C zz3cG`zVq+8>vAS^B0ePcK2Z!=Z?~2`6A}Cr+rA(n0vIb~^Tq{$al4!G@pNGHl0QVP z07efhE&U>3%>BT7R23L=uAlvKyBd>|ueD!P2S#SQXm)i3UcKi{zf}juQv;qs6%>ls zp4m=o7194Mc2cO|x*!UJKckIhfsyu}W0eJrGtymcBEa}u$fY7082v147ySz7rPj(H zo$&z1kwX{U`UpNM^D7+)Fs`${GI~n@I7PS2lLE#t6`j{Hz<5AS(PF$3djk7R4qF4` zt<{%I>+!#Jr`m%z%baLDRN=-?YSGZhedf;gPx4SZ9inUqjE|_sfr2r-ZXd|7=5!#@ zSamet85k%3Zg|v?&P~Ooi#9F>#)P)o_&{Ln7}&k`i9TM%Z|4-r0OP^AC)2^a+*FF@ z3yEi6G0@T_L|6tG-A1%~4wvJ0EOFhdg_edRGi3KuacF$KUy$w&jCS^2Gq-gy`$Kn!Z<;iY}P2FV)-a5wG=bw-{J~skTW6(p*PS|I4yC z^R1Lk?oM9TIdlZK=N_Y)X)QKc;@8c4jD@~HyYMYDtr*Q{G|!tBoX8?725)nJTC>Q2 z@5M2HDIAe^Z2dpKpCf6pMBT9nVKUz;hwcNIVypA>kD)s1gP}_lYX6~0wU0Tg_y9l8 z>%=lMPh;aj@cQ|@=1dZkT^xHvoJp!C>0<9+A-1D9_;kk=BqHd)`)a&U2fQj`EW4IL z_NY`T=_dT5lQkEt`+nWQDplb{tDK_grZ<+yYgv53X 0) and (Vm/vFm < 5.): - Umod = vFm * np.abs(1. - (vFm/Vm)/vFm) + Umod = vFm * np.abs(1.25*(1. - (vFm/Vm))) else: Umod = vFm Vt = Umod * np.ones(V.shape)