From b28fb3791b49d669ed4ecea944ff56d8894c7089 Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Sun, 23 Sep 2018 23:43:36 -0700 Subject: [PATCH 1/2] Removed two old and no longer useful or relevant examples --- Examples/APIDemo.ipynb | 296 ----------------------------------------- Examples/Sample 1.1.py | 97 -------------- 2 files changed, 393 deletions(-) delete mode 100644 Examples/APIDemo.ipynb delete mode 100644 Examples/Sample 1.1.py diff --git a/Examples/APIDemo.ipynb b/Examples/APIDemo.ipynb deleted file mode 100644 index c2f5518..0000000 --- a/Examples/APIDemo.ipynb +++ /dev/null @@ -1,296 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 30, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "__author__ = 'stephanie'\n", - "\n", - "#Demo Created and run against little bear river demo database. scripts are located at \n", - "#https://github.com/ODM2/ODM2/tree/master/usecases/littlebearriver/sampledatabases\n", - "\n", - "import matplotlib.pyplot as plt\n", - "from matplotlib import dates\n", - "%matplotlib notebook\n", - "# inline\n", - "\n", - "from odm2api.ODMconnection import dbconnection\n", - "from odm2api.ODM2.services.readService import *\n", - "\n", - "\n", - "# Create a connection to the ODM2 database\n", - "# ----------------------------------------\n", - "\n", - "#createconnection (dbtype, servername, dbname, username, password)\n", - "session_factory = dbconnection.createConnection('mysql', 'localhost', 'ODM2', 'ODM', 'odm')#mysql\n", - "#session_factory = dbconnection.createConnection('connection type: sqlite|mysql|mssql|postgresql', '/your/path/to/db/goes/here', 2.0)#sqlite\n", - "# session_factory= dbconnection.createConnection('mssql', \"(local)\", \"LBRODM2\", \"ODM\", \"odm\")#win MSSQL\n", - "# session_factory= dbconnection.createConnection('mssql', \"odm2\", \"\", \"ODM\", \"odm\")#mac/linux MSSQL" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "_session = session_factory.getSession()\n", - "\n", - "read = ReadODM2(session_factory)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "# Run some basic sample queries.\n", - "# ------------------------------\n", - "# Get all of the variables from the database and print their names to the console\n", - "allVars = read.getVariables()\n", - "\n", - "for x in allVars:\n", - " print x.VariableCode + \": \" + x.VariableNameCV" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Jeff Horsburgh\nNancy Mesner\nAmber Spackman\nErin Jones\nJanet Barnette\nJason Bahr\nChris Cox\nUnknown Person\nLisa Ward\n\n-------- Information about an Affiliation ---------\nJeff: 1\nJeff: 2\nAmber: 3\nNancy: 4\nAmber: 6\nJeff: 6\nErin: 46\nJanet: 48\nJason: 45\nChris: 45\nUnknown: 45\nLisa: 47\n" - ] - } - ], - "source": [ - "# Get all of the people from the database\n", - "allPeople = read.getPeople()\n", - "\n", - "for x in allPeople:\n", - " print x.PersonFirstName + \" \" + x.PersonLastName\n", - "\n", - "try:\n", - " print \"\\n-------- Information about an Affiliation ---------\"\n", - " allaff = read.getAffiliations()\n", - " for x in allaff:\n", - " print x.PersonObj.PersonFirstName + \": \" + str(x.OrganizationID)\n", - "except Exception as e:\n", - " print \"Unable to demo getAllAffiliations\", e" - ] - }, - { - "cell_type": "code", - "execution_count": 33, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "# Get all of the SamplingFeatures from the database that are Sites\n", - "\n", - "try:\n", - " siteFeatures = read.getSamplingFeatures(type='Site')\n", - " numSites = len(siteFeatures)\n", - " print \"\\n-------- Information about an SamplingFeature of type 'Site'---------\"\n", - " for x in siteFeatures:\n", - " print x.SamplingFeatureCode + \": \" + x.SamplingFeatureName\n", - "except Exception as e:\n", - " print \"Unable to demo getSamplingFeaturesByType\", e\n", - "\n", - "\n", - "# Now get the SamplingFeature object for a SamplingFeature code\n", - "try:\n", - " sf = read.getSamplingFeatures(codes= ['USU-LBR-Mendon'])[0]\n", - " \n", - " print \"\\n-------- Information about an individual SamplingFeature ---------\"\n", - " print \"The following are some of the attributes of a SamplingFeature retrieved using getSamplingFeatureByCode(): \\n\"\n", - " print \"SamplingFeatureCode: \" + sf.SamplingFeatureCode\n", - " print \"SamplingFeatureName: \" + sf.SamplingFeatureName\n", - " print \"SamplingFeatureDescription: %s\" % sf.SamplingFeatureDescription\n", - " print \"SamplingFeatureGeotypeCV: %s\" % sf.SamplingFeatureGeotypeCV\n", - " print \"SamplingFeatureGeometry: %s\" % sf.FeatureGeometry\n", - " print \"Elevation_m: %s\" % str(sf.Elevation_m)\n", - "except Exception as e:\n", - " print \"Unable to demo getSamplingFeatureByCode: \", e" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "#add sampling feature\n", - "print \"\\n------------ Create Sampling Feature --------- \\n\",\n", - "try:\n", - " from odm2api.ODM2.models import SamplingFeatures\n", - " newsf = SamplingFeatures()\n", - " session = session_factory.getSession()\n", - " newsf.FeatureGeometry = \"POINT(-111.946 41.718)\"\n", - " newsf.Elevation_m=100\n", - " newsf.ElevationDatumCV=sf.ElevationDatumCV\n", - " newsf.SamplingFeatureCode= \"TestSF\"\n", - " newsf.SamplingFeatureDescription = \"this is a test to add Feature Geomotry\"\n", - " newsf.SamplingFeatureGeotypeCV= \"Point\"\n", - " newsf.SamplingFeatureTypeCV=sf.SamplingFeatureTypeCV\n", - " newsf.SamplingFeatureUUID= sf.SamplingFeatureUUID+\"2\"\n", - " session.add(newsf)\n", - " #session.commit()\n", - " print \"new sampling feature added to database\", newsf\n", - "\n", - "except Exception as e :\n", - " print \"error adding a sampling feature: \" + str(e)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "# Drill down and get objects linked by foreign keys\n", - "print \"\\n------------ Foreign Key Example --------- \\n\",\n", - "try:\n", - " # Call getResults, but return only the first result\n", - " firstResult = read.getResult()[0]\n", - " print \"The FeatureAction object for the Result is: \", firstResult.FeatureActionObj\n", - " print \"The Action object for the Result is: \", firstResult.FeatureActionObj.ActionObj\n", - " print (\"\\nThe following are some of the attributes for the Action that created the Result: \\n\" +\n", - " \"ActionTypeCV: \" + firstResult.FeatureActionObj.ActionObj.ActionTypeCV + \"\\n\" +\n", - " \"ActionDescription: \" + firstResult.FeatureActionObj.ActionObj.ActionDescription + \"\\n\" +\n", - " \"BeginDateTime: \" + str(firstResult.FeatureActionObj.ActionObj.BeginDateTime) + \"\\n\" +\n", - " \"EndDateTime: \" + str(firstResult.FeatureActionObj.ActionObj.EndDateTime) + \"\\n\" +\n", - " \"MethodName: \" + firstResult.FeatureActionObj.ActionObj.MethodObj.MethodName + \"\\n\" +\n", - " \"MethodDescription: \" + firstResult.FeatureActionObj.ActionObj.MethodObj.MethodDescription)\n", - "except Exception as e:\n", - " print \"Unable to demo Foreign Key Example: \", e" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": { - "collapsed": false - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n------- Example of Retrieving Attributes of a Time Series Result -------\nThe following are some of the attributes for the TimeSeriesResult retrieved using getTimeSeriesResultByResultID(): \nResultTypeCV: Time series coverage\nProcessingLevel: Raw data\nSampledMedium: Not applicable\nVariable: USU3: Battery voltage\nAggregationStatistic: Minimum\nElevation_m: 1345.0\nSamplingFeature: USU-LBR-Mendon - Little Bear River at Mendon Road near Mendon, Utah\n" - ] - } - ], - "source": [ - "# Now get a particular Result using a ResultID\n", - "print \"\\n------- Example of Retrieving Attributes of a Time Series Result -------\"\n", - "try:\n", - " #tsResult = read.getTimeSeriesResultByResultId(1)\n", - " tsResult = read.getResults(ids = [1])[0]\n", - " print (\n", - " \"The following are some of the attributes for the TimeSeriesResult retrieved using getTimeSeriesResultByResultID(): \\n\" +\n", - " \"ResultTypeCV: \" + tsResult.ResultTypeCV + \"\\n\" +\n", - " # Get the ProcessingLevel from the TimeSeriesResult's ProcessingLevel object\n", - " \"ProcessingLevel: \" + tsResult.ProcessingLevelObj.Definition + \"\\n\" +\n", - " \"SampledMedium: \" + tsResult.SampledMediumCV + \"\\n\" +\n", - " # Get the variable information from the TimeSeriesResult's Variable object\n", - " \"Variable: \" + tsResult.VariableObj.VariableCode + \": \" + tsResult.VariableObj.VariableNameCV + \"\\n\"\n", - " \"AggregationStatistic: \" + tsResult.AggregationStatisticCV + \"\\n\" +\n", - " \"Elevation_m: \" + str(sf.Elevation_m) + \"\\n\" +\n", - " # Get the site information by drilling down\n", - " \"SamplingFeature: \" + tsResult.FeatureActionObj.SamplingFeatureObj.SamplingFeatureCode + \" - \" +\n", - " tsResult.FeatureActionObj.SamplingFeatureObj.SamplingFeatureName)\n", - "except Exception as e:\n", - " print \"Unable to demo Example of retrieving Attributes of a time Series Result: \", e" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": { - "collapsed": false - }, - "outputs": [], - "source": [ - "# Get the values for a particular TimeSeriesResult\n", - "print \"\\n-------- Example of Retrieving Time Series Result Values ---------\"\n", - "\n", - "\n", - "tsValues = read.getResultValues(resultid =1) # Return type is a pandas dataframe\n", - "# Print a few Time Series Values to the console\n", - "try:\n", - " print tsValues.head()\n", - "except Exception as e:\n", - " print e\n", - "\n", - "# Plot the time series\n", - "\n", - "try:\n", - " fig = plt.figure()\n", - " ax = fig.add_subplot(111)\n", - " tsValues.plot(x='ValueDateTime', y='DataValue', kind='line',\n", - " title=tsResult.VariableObj.VariableNameCV + \" at \" + tsResult.FeatureActionObj.SamplingFeatureObj.SamplingFeatureName,\n", - " ax=ax)\n", - " ax.set_ylabel(tsResult.VariableObj.VariableNameCV + \" (\" + tsResult.UnitsObj.UnitsAbbreviation + \")\")\n", - " ax.set_xlabel(\"Date/Time\")\n", - " ax.xaxis.set_minor_locator(dates.MonthLocator())\n", - " ax.xaxis.set_minor_formatter(dates.DateFormatter('%b'))\n", - " ax.xaxis.set_major_locator(dates.YearLocator())\n", - " ax.xaxis.set_major_formatter(dates.DateFormatter('\\n%Y'))\n", - " ax.grid(True)\n", - " plt.show()\n", - "except Exception as e:\n", - " print \"Unable to demo plotting of tsValues: \", e" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 2", - "language": "python", - "name": "python2" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 2.0 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython2", - "version": "2.7.11" - } - }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file diff --git a/Examples/Sample 1.1.py b/Examples/Sample 1.1.py deleted file mode 100644 index 03b986e..0000000 --- a/Examples/Sample 1.1.py +++ /dev/null @@ -1,97 +0,0 @@ -from __future__ import (absolute_import, division, print_function) - -import sys -import os -from odm2api.ODMconnection import dbconnection -import pprint -from odm2api.ODM1_1_1.services import SeriesService - -__author__ = 'stephanie' - -this_file = os.path.realpath(__file__) -directory = os.path.dirname(this_file) -sys.path.insert(0, directory) - - - -# ---------------------------------------- -conns = [ - #connection to the ODM1 database - dbconnection.createConnection('mysql', 'jws.uwrl.usu.edu', 'odm', "ODM", "ODM123!!", 1.1), - #connection to the ODM2 database - dbconnection.createConnection('mssql', '(local)', 'odm2', 'ODM', 'odm', 2.0)] - - -for conn in conns: - pp = pprint.PrettyPrinter(indent=8) - - print - print "************************************************" - print "\t\tODM2 -> ODM1 Demo: " - print "************************************************" - print - - odm1service = SeriesService(conn) - - pp.pprint(conn) - - print - print "************************************************" - print "\t\tUnits: get_all_units()" - print "************************************************" - print - - pp.pprint(odm1service.get_unit_by_id(321)) - - print - print "************************************************" - print "\t\tSites: get_all_sites()" - print "************************************************" - print - - pp.pprint(odm1service.get_all_sites()) - - print - print "************************************************" - print "\t\tMethods: get_all_methods()" - print "************************************************" - print - - pp.pprint(odm1service.get_method_by_id(8)) - - print - print "************************************************" - print "\t\tVariables: get_all_variables()" - print "************************************************" - print - - pp.pprint(odm1service.get_variable_by_id(10)) - - print - print "************************************************" - print "\t\tData Sources: get_all_Source()" - print "************************************************" - print - - pp.pprint(odm1service.get_all_sources()) - - print - print "************************************************" - print "\t\tSeries: get_all_series()" - print "************************************************" - print - - ser = odm1service.get_all_series() - - pp.pprint(ser) - - - print - print "************************************************" - print "\t\tData Values: get_all_DataValues()" - print "************************************************" - print - - pp.pprint(odm1service.get_values_by_series(ser[0].id)) - - print "The end" From e3207f1197c0fcd208380dd0b451c951bc257faa Mon Sep 17 00:00:00 2001 From: Emilio Mayorga Date: Sun, 23 Sep 2018 23:45:02 -0700 Subject: [PATCH 2/2] Added new example notebook and associated SQLite ODM2 database with measurement results, plus a conda environment file for this notebook. --- ...ualityMeasurements_RetrieveVisualize.ipynb | 1532 +++++++++++++++++ Examples/clientenvironment.yml | 19 + ...aterquality_measurementresults_ODM2.sqlite | Bin 0 -> 2002944 bytes 3 files changed, 1551 insertions(+) create mode 100644 Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb create mode 100644 Examples/clientenvironment.yml create mode 100644 Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite diff --git a/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb b/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb new file mode 100644 index 0000000..11d5db7 --- /dev/null +++ b/Examples/WaterQualityMeasurements_RetrieveVisualize.ipynb @@ -0,0 +1,1532 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# ODM2 API: Retrieve, manipulate and visualize ODM2 water quality measurement-type data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This example shows how to connect to an ODM2 database using the ODM2 Python API, retrieve data, and use it for analysis or visualization. The [database (iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite)](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite) contains [\"measurement\"-type results](http://vocabulary.odm2.org/resulttype/measurement/).\n", + "\n", + "This example uses SQLite for the database because it doesn't require a server. However, the ODM2 Python API demonstrated here can alse be used with ODM2 databases implemented in MySQL, PostgresSQL or Microsoft SQL Server.\n", + "\n", + "More details on the ODM2 Python API and its source code and latest development can be found at: https://github.com/ODM2/ODM2PythonAPI\n", + "\n", + "[Emilio Mayorga](https://github.com/emiliom/). Last udpated 9/23/2018." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Adapted from notebook https://github.com/BiG-CZ/wshp2017_tutorial_content/blob/master/notebooks/ODM2_Example3.ipynb" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "\n", + "import sys\n", + "import os\n", + "import sqlite3\n", + "\n", + "import matplotlib.pyplot as plt\n", + "from shapely.geometry import Point\n", + "import pandas as pd\n", + "import geopandas as gpd\n", + "import folium\n", + "from folium.plugins import MarkerCluster\n", + "\n", + "import odm2api\n", + "from odm2api.ODMconnection import dbconnection\n", + "import odm2api.services.readService as odm2rs\n", + "from odm2api.models import SamplingFeatures" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(u'0.23.4', u'0.4.0', u'0.6.0')" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.__version__, gpd.__version__, folium.__version__" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**odm2api version used** to run this notebook:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "u'0.7.1'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "odm2api.__version__" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Make a Connection to the ODM2 SQLite Database\n", + "\n", + "This example uses an ODM2 SQLite database loaded with water quality sample data from multiple monitoring sites in the [iUTAH](https://iutahepscor.org/) Gradients Along Mountain to Urban Transitions ([GAMUT](http://data.iutahepscor.org/mdf/Data/Gamut_Network/)) water quality monitoring network. Water quality samples have been collected and analyzed for nitrogen, phosphorus, total coliform, E-coli, and some water isotopes. The [database (iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite)](https://github.com/ODM2/ODM2PythonAPI/blob/master/Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite) contains [\"measurement\"-type results](http://vocabulary.odm2.org/resulttype/measurement/).\n", + "\n", + "The example database is located in the `data` sub-directory." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "# Assign directory paths and SQLite file name\n", + "dbname_sqlite = \"iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite\"\n", + "\n", + "sqlite_pth = os.path.join(\"data\", dbname_sqlite)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Database connection successful!\n" + ] + } + ], + "source": [ + "try:\n", + " session_factory = dbconnection.createConnection('sqlite', sqlite_pth, 2.0)\n", + " read = odm2rs.ReadODM2(session_factory)\n", + " print(\"Database connection successful!\")\n", + "except Exception as e:\n", + " print(\"Unable to establish connection to the database: \", e)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Run Some Basic Queries on the ODM2 Database\n", + "\n", + "This section shows some example of how to use the API to run both simple and more advanced queries on the ODM2 database, as well as how to examine the query output in convenient ways thanks to Python tools.\n", + "\n", + "Simple query functions like **getVariables( )** return objects similar to the entities in ODM2, and individual attributes can then be retrieved from the objects returned. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Get all Variables\n", + "A simple query with simple output." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
NoDataValueSpeciationCVVariableCodeVariableDefinitionVariableNameCVVariableTypeCV_sa_instance_state
VariableID
1-9999.0000000000NTNNoneNitrogen, totalWater quality<sqlalchemy.orm.state.InstanceState object at ...
2-9999.0000000000PTPNonePhosphorus, totalWater quality<sqlalchemy.orm.state.InstanceState object at ...
3-9999.0000000000NNitrateNoneNitrogen, dissolved nitrite (NO2) + nitrate (NO3)Water quality<sqlalchemy.orm.state.InstanceState object at ...
4-9999.0000000000NAmmoniaNoneNitrogen, NH4Water quality<sqlalchemy.orm.state.InstanceState object at ...
5-9999.0000000000PPhosphateNonePhosphorus, orthophosphate dissolvedWater quality<sqlalchemy.orm.state.InstanceState object at ...
6-9999.0000000000Not ApplicableTcoliformNoneColiform, totalWater quality<sqlalchemy.orm.state.InstanceState object at ...
7-9999.0000000000Not ApplicableE-ColiNoneE-coliWater quality<sqlalchemy.orm.state.InstanceState object at ...
8-9999.0000000000CDOCNoneCarbon, dissolved organicWater quality<sqlalchemy.orm.state.InstanceState object at ...
9-9999.0000000000NTDNNoneNitrogen, total dissolvedWater quality<sqlalchemy.orm.state.InstanceState object at ...
10-9999.0000000000Not ApplicableAbs254NoneAbsorbanceWater quality<sqlalchemy.orm.state.InstanceState object at ...
\n", + "
" + ], + "text/plain": [ + " NoDataValue SpeciationCV VariableCode VariableDefinition \\\n", + "VariableID \n", + "1 -9999.0000000000 N TN None \n", + "2 -9999.0000000000 P TP None \n", + "3 -9999.0000000000 N Nitrate None \n", + "4 -9999.0000000000 N Ammonia None \n", + "5 -9999.0000000000 P Phosphate None \n", + "6 -9999.0000000000 Not Applicable Tcoliform None \n", + "7 -9999.0000000000 Not Applicable E-Coli None \n", + "8 -9999.0000000000 C DOC None \n", + "9 -9999.0000000000 N TDN None \n", + "10 -9999.0000000000 Not Applicable Abs254 None \n", + "\n", + " VariableNameCV VariableTypeCV \\\n", + "VariableID \n", + "1 Nitrogen, total Water quality \n", + "2 Phosphorus, total Water quality \n", + "3 Nitrogen, dissolved nitrite (NO2) + nitrate (NO3) Water quality \n", + "4 Nitrogen, NH4 Water quality \n", + "5 Phosphorus, orthophosphate dissolved Water quality \n", + "6 Coliform, total Water quality \n", + "7 E-coli Water quality \n", + "8 Carbon, dissolved organic Water quality \n", + "9 Nitrogen, total dissolved Water quality \n", + "10 Absorbance Water quality \n", + "\n", + " _sa_instance_state \n", + "VariableID \n", + "1 \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
PersonFirstNamePersonIDPersonLastNamePersonMiddleName_sa_instance_state
0Nancy1Mesner<sqlalchemy.orm.state.InstanceState object at ...
1Dane2Brophy<sqlalchemy.orm.state.InstanceState object at ...
2Ben3Rider<sqlalchemy.orm.state.InstanceState object at ...
3Michelle4Baker<sqlalchemy.orm.state.InstanceState object at ...
4Erin5Jones<sqlalchemy.orm.state.InstanceState object at ...
\n", + "" + ], + "text/plain": [ + " PersonFirstName PersonID PersonLastName PersonMiddleName \\\n", + "0 Nancy 1 Mesner \n", + "1 Dane 2 Brophy \n", + "2 Ben 3 Rider \n", + "3 Michelle 4 Baker \n", + "4 Erin 5 Jones \n", + "\n", + " _sa_instance_state \n", + "0 \n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
ElevationDatumCVElevation_mFeatureGeometryWKTLatitudeLongitudeSamplingFeatureCodeSamplingFeatureDescriptionSamplingFeatureGeotypeCVSamplingFeatureIDSamplingFeatureNameSamplingFeatureTypeCVSamplingFeatureUUIDSiteTypeCVSpatialReferenceID_sa_instance_stategeometry
0EGM961356.0None40.745078-111.854449RB_1300ENoneNone1Red Butte Creek at 1300E (downstream of spring)Site0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2Stream1<sqlalchemy.orm.state.InstanceState object at ...POINT (-111.854449 40.745078)
1EGM961356.0None40.745106-111.854389RB_1300ESpringNoneNone2Spring that enters Red Butte Creek at 1300ESite9848BBFE-EA3F-4918-A324-13E8EDE5381CSpring1<sqlalchemy.orm.state.InstanceState object at ...POINT (-111.854389 40.745106)
2EGM961289.0None40.741583-111.917667RB_900W_BANoneNone3Red Butte Creek terminus at Jordan River at 13...Site688017BC-9E02-4444-A21D-270366BE2348Stream1<sqlalchemy.orm.state.InstanceState object at ...POINT (-111.917667 40.741583)
3EGM961519.0None40.766134-111.826530RB_AmphitheaterNoneNone4Red Butte Creek below Red Butte Garden Amphith...Site9CFE685B-5CDA-4E38-98D9-406D645C7D21Stream1<sqlalchemy.orm.state.InstanceState object at ...POINT (-111.82653 40.766134)
4EGM961648.0None40.779602-111.806669RB_ARBR_AANoneNone5Red Butte Creek above Red Butte Reservoir Adan...Site98C7F63A-FDFB-4898-87C6-5AA8EC34D1E4Stream1<sqlalchemy.orm.state.InstanceState object at ...POINT (-111.806669 40.779602)
\n", + "" + ], + "text/plain": [ + " ElevationDatumCV Elevation_m FeatureGeometryWKT Latitude Longitude \\\n", + "0 EGM96 1356.0 None 40.745078 -111.854449 \n", + "1 EGM96 1356.0 None 40.745106 -111.854389 \n", + "2 EGM96 1289.0 None 40.741583 -111.917667 \n", + "3 EGM96 1519.0 None 40.766134 -111.826530 \n", + "4 EGM96 1648.0 None 40.779602 -111.806669 \n", + "\n", + " SamplingFeatureCode SamplingFeatureDescription SamplingFeatureGeotypeCV \\\n", + "0 RB_1300E None None \n", + "1 RB_1300ESpring None None \n", + "2 RB_900W_BA None None \n", + "3 RB_Amphitheater None None \n", + "4 RB_ARBR_AA None None \n", + "\n", + " SamplingFeatureID SamplingFeatureName \\\n", + "0 1 Red Butte Creek at 1300E (downstream of spring) \n", + "1 2 Spring that enters Red Butte Creek at 1300E \n", + "2 3 Red Butte Creek terminus at Jordan River at 13... \n", + "3 4 Red Butte Creek below Red Butte Garden Amphith... \n", + "4 5 Red Butte Creek above Red Butte Reservoir Adan... \n", + "\n", + " SamplingFeatureTypeCV SamplingFeatureUUID SiteTypeCV \\\n", + "0 Site 0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2 Stream \n", + "1 Site 9848BBFE-EA3F-4918-A324-13E8EDE5381C Spring \n", + "2 Site 688017BC-9E02-4444-A21D-270366BE2348 Stream \n", + "3 Site 9CFE685B-5CDA-4E38-98D9-406D645C7D21 Stream \n", + "4 Site 98C7F63A-FDFB-4898-87C6-5AA8EC34D1E4 Stream \n", + "\n", + " SpatialReferenceID _sa_instance_state \\\n", + "0 1 " + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# A trivial but easy-to-generate GeoPandas plot\n", + "gdf.plot();" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "A site has a `SiteTypeCV`. Let's examine the site type distribution, and use that information to create a new GeoDataFrame column to specify a map marker color by `SiteTypeCV`." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Stream 24\n", + "Spring 1\n", + "Name: SiteTypeCV, dtype: int64" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gdf['SiteTypeCV'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "gdf[\"color\"] = gdf.apply(lambda feat: 'green' if feat['SiteTypeCV'] == 'Stream' else 'red', axis=1)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Note: While the database holds a copy of the **ODM2 Controlled Vocabularies**, the complete description of each CV term is available from a web request to the CV API at http://vocabulary.odm2.org. Want to know more about how a \"spring\" is defined? Here's one simple way, using `Pandas` to access and parse the CSV web service response." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
termnamedefinitioncategoryprovenanceprovenance_urinote
0springSpringA location at which the water table intersects...Spring SitesAdapted from USGS Site Types.NaNhttp://wdr.water.usgs.gov/nwisgmap/help/sitety...
\n", + "
" + ], + "text/plain": [ + " term name definition \\\n", + "0 spring Spring A location at which the water table intersects... \n", + "\n", + " category provenance provenance_uri \\\n", + "0 Spring Sites Adapted from USGS Site Types. NaN \n", + "\n", + " note \n", + "0 http://wdr.water.usgs.gov/nwisgmap/help/sitety... " + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sitetype = 'spring'\n", + "pd.read_csv(\"http://vocabulary.odm2.org/api/v1/sitetype/{}/?format=csv\".format(sitetype))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**Now we'll create an interactive and helpful `Folium` map of the sites.** This map features:\n", + "- Automatic panning to the location of the sites (no hard wiring, except for the zoom scale), based on GeoPandas functionality and information from the ODM2 Site Sampling Features\n", + "- Color coding by `SiteTypeCV` \n", + "- Marker clustering\n", + "- Simple marker pop ups with content from the ODM2 Site Sampling Features" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "c = gdf.unary_union.centroid\n", + "m = folium.Map(location=[c.y, c.x], tiles='CartoDB positron', zoom_start=11)\n", + "\n", + "marker_cluster = MarkerCluster().add_to(m)\n", + "for idx, feature in gdf.iterrows():\n", + " folium.Marker(location=[feature.geometry.y, feature.geometry.x], \n", + " icon=folium.Icon(color=feature['color']),\n", + " popup=\"{0} ({1}): {2}\".format(\n", + " feature['SamplingFeatureCode'], feature['SiteTypeCV'], \n", + " feature['SamplingFeatureName'])\n", + " ).add_to(marker_cluster)\n", + "\n", + " \n", + "# Done with setup. Now render the map\n", + "m" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Add a new Sampling Feature\n", + "Just to llustrate how to add a new entry. We won't \"commit\" (save) the sampling feature to the database." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "New sampling feature created, but not saved to database.\n", + "\n", + "\n" + ] + } + ], + "source": [ + "sitesf0 = siteFeatures[0]\n", + "\n", + "try:\n", + " newsf = SamplingFeatures()\n", + " session = session_factory.getSession()\n", + " newsf.FeatureGeometryWKT = \"POINT(-111.946 41.718)\"\n", + " newsf.Elevation_m = 100\n", + " newsf.ElevationDatumCV = sitesf0.ElevationDatumCV\n", + " newsf.SamplingFeatureCode = \"TestSF\"\n", + " newsf.SamplingFeatureDescription = \"this is a test to add a sampling feature\"\n", + " newsf.SamplingFeatureGeotypeCV = \"Point\"\n", + " newsf.SamplingFeatureTypeCV = sitesf0.SamplingFeatureTypeCV\n", + " newsf.SamplingFeatureUUID = sitesf0.SamplingFeatureUUID+\"2\"\n", + " session.add(newsf)\n", + " # To save the new sampling feature, do session.commit()\n", + " print(\"New sampling feature created, but not saved to database.\\n\")\n", + " print(newsf)\n", + "except Exception as e :\n", + " print(\"error adding a sampling feature: {}\".format(e))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Get Objects and Related Objects from the Database (SamplingFeatures example)\n", + "\n", + "This code shows some examples of how objects and related objects can be retrieved using the API. In the following, we use the **getSamplingFeatures( )** function to return a particular sampling feature by passing in its SamplingFeatureCode. This function returns a list of SamplingFeature objects, so just get the first one in the returned list." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "odm2api.models.Sites" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Get the SamplingFeature object for a particular SamplingFeature by passing its SamplingFeatureCode\n", + "sf = read.getSamplingFeatures(codes=['RB_1300E'])[0]\n", + "type(sf)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ElevationDatumCV': u'EGM96',\n", + " 'Elevation_m': 1356.0,\n", + " 'FeatureGeometryWKT': None,\n", + " 'Latitude': 40.745078,\n", + " 'Longitude': -111.854449,\n", + " 'SamplingFeatureCode': u'RB_1300E',\n", + " 'SamplingFeatureDescription': None,\n", + " 'SamplingFeatureGeotypeCV': None,\n", + " 'SamplingFeatureID': 1,\n", + " 'SamplingFeatureName': u'Red Butte Creek at 1300E (downstream of spring)',\n", + " 'SamplingFeatureTypeCV': u'Site',\n", + " 'SamplingFeatureUUID': u'0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2',\n", + " 'SiteTypeCV': u'Stream',\n", + " 'SpatialReferenceID': 1,\n", + " '_sa_instance_state': }" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Simple way to examine the content (properties) of a Python object, as if it were a dictionary\n", + "vars(sf)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "You can also drill down and get objects linked by foreign keys. The API returns related objects in a nested hierarchy so they can be interrogated in an object oriented way. So, if I use the **getResults( )** function to return a Result from the database (e.g., a \"Measurement\" Result), I also get the associated Action that created that Result (e.g., a \"Specimen analysis\" Action)." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------ Foreign Key Example --------- \n", + "\n", + "('The FeatureAction object for the Result is: ', )\n", + "('The Action object for the Result is: ', )\n", + "\n", + "The following are some of the attributes for the Action that created the Result: \n", + "ActionTypeCV: Specimen analysis\n", + "ActionDescription: None\n", + "BeginDateTime: 2014-10-30 00:00:00\n", + "EndDateTime: None\n", + "MethodName: Astoria Total Phosphorus\n", + "MethodDescription: Determination of total phosphorus by persulphate oxidation digestion and ascorbic acid method\n" + ] + } + ], + "source": [ + "print(\"------------ Foreign Key Example --------- \\n\")\n", + "try:\n", + " # Call getResults, but return only the first Result\n", + " firstResult = read.getResults()[0]\n", + " frfa = firstResult.FeatureActionObj\n", + " print(\"The FeatureAction object for the Result is: \", frfa)\n", + " print(\"The Action object for the Result is: \", frfa.ActionObj)\n", + " \n", + " # Print some of those attributes in a more human readable form\n", + " frfaa = firstResult.FeatureActionObj.ActionObj\n", + " print(\"\\nThe following are some of the attributes for the Action that created the Result: \")\n", + " print(\"ActionTypeCV: {}\".format(frfaa.ActionTypeCV))\n", + " print(\"ActionDescription: {}\".format(frfaa.ActionDescription))\n", + " print(\"BeginDateTime: {}\".format(frfaa.BeginDateTime))\n", + " print(\"EndDateTime: {}\".format(frfaa.EndDateTime))\n", + " print(\"MethodName: {}\".format(frfaa.MethodObj.MethodName))\n", + " print(\"MethodDescription: {}\".format(frfaa.MethodObj.MethodDescription))\n", + "except Exception as e:\n", + " print(\"Unable to demo Foreign Key Example: \", e)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Get a Result and its Attributes\n", + "\n", + "Because all of the objects are returned in a nested form, if you retrieve a result, you can interrogate it to get all of its related attributes. When a Result object is returned, it includes objects that contain information about Variable, Units, ProcessingLevel, and the related Action that created that Result." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------- Example of Retrieving Attributes of a Result -------\n", + "The following are some of the attributes for the Result retrieved: \n", + "ResultID: 1\n", + "ResultTypeCV: Measurement\n", + "ValueCount: 1\n", + "ProcessingLevel: Raw Data\n", + "SampledMedium: Liquid aqueous\n", + "Variable: TP: Phosphorus, total\n", + "Units: milligrams per liter\n", + "SamplingFeatureID: 26\n", + "SamplingFeatureCode: 3\n" + ] + } + ], + "source": [ + "print(\"------- Example of Retrieving Attributes of a Result -------\")\n", + "try:\n", + " firstResult = read.getResults()[0]\n", + " frfa = firstResult.FeatureActionObj\n", + " print(\"The following are some of the attributes for the Result retrieved: \")\n", + " print(\"ResultID: {}\".format(firstResult.ResultID))\n", + " print(\"ResultTypeCV: {}\".format(firstResult.ResultTypeCV))\n", + " print(\"ValueCount: {}\".format(firstResult.ValueCount))\n", + " print(\"ProcessingLevel: {}\".format(firstResult.ProcessingLevelObj.Definition))\n", + " print(\"SampledMedium: {}\".format(firstResult.SampledMediumCV))\n", + " print(\"Variable: {}: {}\".format(firstResult.VariableObj.VariableCode, \n", + " firstResult.VariableObj.VariableNameCV))\n", + " print(\"Units: {}\".format(firstResult.UnitsObj.UnitsName))\n", + " print(\"SamplingFeatureID: {}\".format(frfa.SamplingFeatureObj.SamplingFeatureID))\n", + " print(\"SamplingFeatureCode: {}\".format(frfa.SamplingFeatureObj.SamplingFeatureCode))\n", + "except Exception as e:\n", + " print(\"Unable to demo example of retrieving Attributes of a Result: \", e)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The last block of code returns a particular Measurement Result. From that I can get the SamplingFeaureID (in this case 26) for the Specimen from which the Result was generated. But, if I want to figure out which Site the Specimen was collected at, I need to query the database to get the related Site SamplingFeature. I can use **getRelatedSamplingFeatures( )** for this. Once I've got the SamplingFeature for the Site, I could get the rest of the SamplingFeature attributes." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Retrieve the \"Related\" Site at which a Specimen was collected" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "# Pass the Sampling Feature ID of the specimen, and the relationship type\n", + "relatedSite = read.getRelatedSamplingFeatures(sfid=26, relationshiptype='Was Collected at')[0]" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "{'ElevationDatumCV': u'EGM96',\n", + " 'Elevation_m': 1356.0,\n", + " 'FeatureGeometryWKT': None,\n", + " 'Latitude': 40.745078,\n", + " 'Longitude': -111.854449,\n", + " 'SamplingFeatureCode': u'RB_1300E',\n", + " 'SamplingFeatureDescription': None,\n", + " 'SamplingFeatureGeotypeCV': None,\n", + " 'SamplingFeatureID': 1,\n", + " 'SamplingFeatureName': u'Red Butte Creek at 1300E (downstream of spring)',\n", + " 'SamplingFeatureTypeCV': u'Site',\n", + " 'SamplingFeatureUUID': u'0DDE8EF6-EC2F-42C0-AB50-20C6C02E89B2',\n", + " 'SiteTypeCV': u'Stream',\n", + " 'SpatialReferenceID': 1,\n", + " '_sa_instance_state': }" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vars(relatedSite)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "-----------------------------------------\n", + "\n", + "## Return Results and Data Values for a Particular Site/Variable\n", + "\n", + "From the list of Variables returned above and the information about the SamplingFeature I queried above, I know that VariableID = 2 for Total Phosphorus and SiteID = 1 for the Red Butte Creek site at 1300E. I can use the **getResults( )** function to get all of the Total Phosphorus results for this site by passing in the VariableID and the SiteID." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "siteID = 1 # Red Butte Creek at 1300 E (obtained from the getRelatedSamplingFeatures query)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "18" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "v = variables_df[variables_df['VariableCode'] == 'TP']\n", + "variableID = v.index[0]\n", + "\n", + "results = read.getResults(siteid=siteID, variableid=variableID, restype=\"Measurement\")\n", + "# Get the list of ResultIDs so I can retrieve the data values associated with all of the results\n", + "resultIDList = [x.ResultID for x in results]\n", + "len(resultIDList)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Retrieve the Result (Data) Values, Then Create a Quick Time Series Plot of the Data\n", + "\n", + "Now I can retrieve all of the data values associated with the list of Results I just retrieved. In ODM2, water chemistry measurements are stored as \"Measurement\" results. Each \"Measurement\" Result has a single data value associated with it. So, for convenience, the **getResultValues( )** function allows you to pass in a list of ResultIDs so you can get the data values for all of them back in a Pandas data frame object, which is easier to work with. Once I've got the data in a Pandas data frame object, I can use the **plot( )** function directly on the data frame to create a quick visualization." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
ValueIDResultIDDataValueValueDateTimeValueDateTimeUTCOffset
0110.01002015-10-27 13:26:24.000000-7
110010.01002015-11-17 13:55:12.000000-7
2109100.05742015-05-12 14:24:00.000000-7
310100.05742015-06-18 12:43:12.000000-7
4198990.04242015-10-27 13:55:12.000000-7
\n", + "
" + ], + "text/plain": [ + " ValueID ResultID DataValue ValueDateTime \\\n", + "0 1 1 0.0100 2015-10-27 13:26:24.000000 \n", + "1 100 1 0.0100 2015-11-17 13:55:12.000000 \n", + "2 109 10 0.0574 2015-05-12 14:24:00.000000 \n", + "3 10 10 0.0574 2015-06-18 12:43:12.000000 \n", + "4 198 99 0.0424 2015-10-27 13:55:12.000000 \n", + "\n", + " ValueDateTimeUTCOffset \n", + "0 -7 \n", + "1 -7 \n", + "2 -7 \n", + "3 -7 \n", + "4 -7 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Get all of the data values for the Results in the list created above\n", + "# Call getResultValues, which returns a Pandas Data Frame with the data\n", + "resultValues = read.getResultValues(resultids=resultIDList, lowercols=False)\n", + "resultValues.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot the time sequence of Measurement Result Values \n", + "ax = resultValues.plot(x='ValueDateTime', y='DataValue', title=relatedSite.SamplingFeatureName,\n", + " kind='line', use_index=True, linestyle='solid', style='o')\n", + "ax.set_ylabel(\"{0} ({1})\".format(results[0].VariableObj.VariableNameCV, \n", + " results[0].UnitsObj.UnitsAbbreviation))\n", + "ax.set_xlabel('Date/Time')\n", + "ax.grid(True)\n", + "ax.legend().set_visible(False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "**9/23/2018. NOTE CURRENT ISSUE REGARDING `ValueDateTime` RETURNED BY `read.getResultValues`.** There seems to be a problem with the data type returned for `ValueDateTime` for SQLite databases. It should be a datetime, but it's currently a string. This is [being investigated](https://github.com/ODM2/ODM2PythonAPI/issues/158). For now, the x-axis in this plot and the one below do not show proper datetime values, as expected. Refer to the [original notebook]( https://github.com/BiG-CZ/wshp2017_tutorial_content/blob/master/notebooks/ODM2_Example3.ipynb) to see what the axis should look like. This problem wasn't present in Nov. 2017." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### End with a fancier plot, facilitated via a function\n", + "\n", + "If I'm going to reuse a series of steps, it's always helpful to write little generic functions that can be called to quickly and consistently get what we need. To conclude this demo, here's one such function that encapsulates the `VariableID`, `getResults` and `getResultValues` queries we showed above. Then we leverage it to create a nice 2-variable (2-axis) plot of TP and TN vs time, and conclude with a reminder that we have ready access to related metadata about analytical lab methods and such." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "def get_results_and_values(siteid, variablecode):\n", + " v = variables_df[variables_df['VariableCode'] == variablecode]\n", + " variableID = v.index[0]\n", + " \n", + " results = read.getResults(siteid=siteid, variableid=variableID, restype=\"Measurement\")\n", + " resultIDList = [x.ResultID for x in results]\n", + " resultValues = read.getResultValues(resultids=resultIDList, lowercols=False)\n", + " \n", + " return resultValues, results" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Fancy plotting, leveraging the `Pandas` plot method and `matplotlib`." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Plot figure and axis set up (just *one* subplot, actually)\n", + "f, ax = plt.subplots(1, figsize=(13, 6))\n", + "\n", + "# First plot (left axis)\n", + "VariableCode = 'TP'\n", + "resultValues_TP, results_TP = get_results_and_values(siteID, VariableCode)\n", + "resultValues_TP.plot(x='ValueDateTime', y='DataValue', label=VariableCode, \n", + " style='o-', kind='line', ax=ax)\n", + "ax.set_ylabel(\"{0}: {1} ({2})\".format(VariableCode, results_TP[0].VariableObj.VariableNameCV, \n", + " results_TP[0].UnitsObj.UnitsAbbreviation))\n", + "\n", + "# Second plot (right axis)\n", + "VariableCode = 'TN'\n", + "resultValues_TN, results_TN = get_results_and_values(siteID, VariableCode)\n", + "resultValues_TN.plot(x='ValueDateTime', y='DataValue', label=VariableCode, \n", + " style='^-', kind='line', ax=ax,\n", + " secondary_y=True)\n", + "ax.right_ax.set_ylabel(\"{0}: {1} ({2})\".format(VariableCode, results_TN[0].VariableObj.VariableNameCV, \n", + " results_TN[0].UnitsObj.UnitsAbbreviation))\n", + "\n", + "# Tweak the figure\n", + "ax.legend(loc='upper left')\n", + "ax.right_ax.legend(loc='upper right')\n", + "\n", + "ax.grid(True)\n", + "ax.set_xlabel('')\n", + "ax.set_title(relatedSite.SamplingFeatureName);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, let's show some useful metadata. Use the `Results` records and their relationship to `Actions` (via `FeatureActions`) to **extract and print out the Specimen Analysis methods used for TN and TP**. Or at least for the *first* result for each of the two variables; methods may have varied over time, but the specific method associated with each result is stored in ODM2 and available." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "TP METHOD: Astoria Total Phosphorus (Determination of total phosphorus by persulphate oxidation digestion and ascorbic acid method)\n", + "TN METHOD: Astoria Total Nitrogen (Determination of total Nitrogen by persulphate oxidation digestion and cadmium reduction method)\n" + ] + } + ], + "source": [ + "results_faam = lambda results, i: results[i].FeatureActionObj.ActionObj.MethodObj\n", + "\n", + "print(\"TP METHOD: {0} ({1})\".format(results_faam(results_TP, 0).MethodName,\n", + " results_faam(results_TP, 0).MethodDescription))\n", + "print(\"TN METHOD: {0} ({1})\".format(results_faam(results_TN, 0).MethodName,\n", + " results_faam(results_TN, 0).MethodDescription))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:odm2client_20180915]", + "language": "python", + "name": "conda-env-odm2client_20180915-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 2 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython2", + "version": "2.7.15" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Examples/clientenvironment.yml b/Examples/clientenvironment.yml new file mode 100644 index 0000000..3107431 --- /dev/null +++ b/Examples/clientenvironment.yml @@ -0,0 +1,19 @@ +name: odm2client +channels: +- conda-forge +dependencies: +- python=2.7 +- odm2api +- yodatools +- requests +- scipy +- xarray +- folium +- geopandas +- gdal=2.2 +- owslib +- ulmo +# Jupyter notebook +- ipykernel +- jupyter +- nb_conda_kernels diff --git a/Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite b/Examples/data/iUTAHGAMUT_waterquality_measurementresults_ODM2.sqlite new file mode 100644 index 0000000000000000000000000000000000000000..bfda76100552b0886353f1099d4838fb6aba9ad6 GIT binary patch literal 2002944 zcmeFa349x8ojyKeX!Zh?R^5yx}=9`n5U)RNxznUF8xIMf%I+Z8`4*#FG!!2o|Zl?eMox0^e*Ww z(i75S(#xe6s=*gZ_W!n>m_E0OGg&^8nViYS z^7%qJQ_dCgrA1Gg69cK(P)Z((#d}loqCw?Oi#cA*jgDt~l5$VqP-<^#K$hjc{vo+< zxVKk6G|+P}HgHTnkUF;AVrHdi84xGyrCTUOx_=X+EAK?ysG7H$Ywq*$gURff^)KTojYJM zbqo&j=kHKkt&q!?6NS^+VrG1ywp%)g*w}(gNB9$N#|6l_#MUIl)Ujg+e|{Hh&4bzU zL}66pk@F0uhL)Ol`r_I}jlNL#sTX6R5DiYR4c_4S^%Kun2dfplAs^Lt!11BrdH0lCu`40hG0jtw)yL}4^r4;b{&aF|{;gc-`7Eo;NDK-GC@L%<{) zbtpHLmFYxqsOMmcPFR~$8y-sZkBybGW$moCIZ$sdf3luswfqf%3dKfF)RT#vIt_1i zu0bg30UO+`W=4zG;Kg*^W*2L2lE%D_9B(`?clKqbvKKBC3*<(bX~^hMwlF=Jl{*h* zi={&TV(No&g7DgDS8RkXa_Yq{%`>z$I&^dRi<1^L^~T0*<#-E)XlU|UVh!A=Mye^S zq!&sKmW3Zy+&F$f>BRB9%4Qtju57^ZDP;|gPbeKYKBlze_!7l|<3oxG$9wL?;m)%- zoH>QVbPk7!Q5=SEz+ulm9J)L>Y?5(st-`^!3;Gqe8|yXH8PFNf8PFNf8PFNf8PFNf8PFNf8PFNf8PM1N zx)10K=nUu#=nUu#=nUu#=nUu#=nUu#=nUu#Jo_1->wl5IopYSAzRUa*v7g*8a0VZL zJ70eG*ZqIHhUfgEsblY6{(QEaIWd_%R4k0;CbI+C(#&M}NM>>-8_VYlHNc$%_V+J1ypTF*iD%?Mcc#eM70esR3D*`}&9EzTw_p`OrYm!Pvkt z`9SK}c8i&nqGdpwte0+~5b6GbRL|Z%nwZ?F4c;XWq|&K@R9_-BDA!MvnnGF3{eANA zp(L$aU%wnn4E4Z(f5}vDN^3)D8uF@^yCIwTv>>}$zzfdF(sk~D$<#48$e+JMZM8x! zUrrQGXN#Hfh1zcEAYx++E*;@dxE&WD=Mr0!5L3sF9sK!StThj2%M*oBjYrNim>ODY z-sy{L7d84q-KSoRg+eqqy*7A*=hsg>V;!tk@P>R;Bl4I#dokTAA(%S)`}y-T)rQEF zW{TOVY`)xD5D#XT2tb+|YKh<%*Kp6IFxE6ktBI{^cPTF3ERA(%=t(xTUj4)+dkMsG zwb9fO4D#oXvQ|u;n#oPmHq<2E$|f|lRjUve*F1A6EYxx8n^rr0AoY5EgAgc+VGj|V%p|zAhmwtlAXS}gSG0; zt*N<`?riBgA8#{tY~IX2aDa6&O${{A(9klP6SNKLUt2nV(;ToKdT4e!n>ZpLi47$7 z#RlX~UohBJpE@?o2or_TY&~GmL&ITu*$`$Zd$z0%!va<3p$!3(aMYpPR92=F!J(dm zDLP?oPHlK7(LXj;%9gdW+U7vLx%|m`meuk%1S%98IZ;n0a_Tg^)wu?ts0VCtvzi$# zUV|6Yb(>wRxk(!HI&!@6yxiHBnaWTnCQFyy@(WJn&T!_-O*aTn7=G5)?YPEvH+RN%FE{#3t&fRBSW@S9J4_u15Ax?v zmCps1nL5_3GyS^su1o{4U|+g@uydc}f@@?f@@ z%a&SCAeK76tf85g3Vm_S|7@B*v}ESeW)J85HtjX1!RhQsxtM9)e2box8rp8rpntjz zH=mYEZ8d8{tD(`LISaJfVkaGqt+rUuKjBuJN6RI)TFPSTh{gDOTx_O3n3p~&o+3{SyEX{~l}%@r#Z0~g30B*d z&Ex7`URwODv!UlL9`@q8;j?N!IiKN69O3FKx@ybaf`%&;XBTX{Mb9s9ZoNfA|4Fys zd}c1K1@-&?pQ)=HdOA7-Is-ZbIs-ZbIs-ZbIs-ZbIs-ZbIs-Zbf4mIn>;FIAw$V$b zGoUk|GoUk|GoUk|GoUk|GoUk|GoUk|Gw@6?ps)X*DJJ!FbOv+=bOv+=bOv+=bOv+= zbOv+=bOv+=bO!!-8PM1Nf4ps@mrQ3sXFz8_XFz8_XFz8_XFz8_XFz8_XFzA*nPNa+ z|36bq>gnhV=nUu#=nUu#=nUu#=nUu#=nUu#=nUu#{P8lNumAse+eR;$&VbH<&VbH< z&VbH<&VbH<&VbH<&VbH<&cHLp0A2sTPb_iLZ=|0}-;us5eNOs>^g-#J(i^2$NiUG@ zm+q2gq?1xcIw~EM5>iy!A#IV?NXsRY-D}@!UuSQ(n{B_h{mS-Z+qZ0AwtdF-G1~`hZ@0a{_6pmh zwtH=N*h;pX?YM2&cEA?1g>7!zX4@*8WD~5vv;N%r1M4@eU$8!H{jl}D)~BqGTVG;* z$a>B?Yb{u_*6Xc@t$VFkTm9B9>jtaKYPE8fUs?Xy@=ePZEl*oMWO=vcjh0tf9R7_F9BX(#V-b4SH&*^UR%X41YT3cF92R$#m@&` zRmG12UslD>1MaBeM}SvW@x#EbDt-ufMHN36xV?%W1a?;O1Hj9x_X-uKMf z_g-K}72gAFuj2E-wkp0G*jmNsfGt&A0XA2$0xVYXbDW}LA{-C@xeJh}@J>KMg?9iN zRd_p~L4~&gwyE$|KwgEjfSd}?I>ozGbjB&(siM7m za`Ac<8J3IJsp#6};xQE+T`pd$q9e=2qbeG9iAPj4~B@U=4 zx?DW0qC+n6kc#?UV!w*|Twk{{>DBUimRg`KMQz}Zj#H5N6?P5Yj@pdt;qL?JcRJ2DD_o!&MB<@zxH7@ZQ6~QiBT0rTw+8;VV4M*rQIat5+Sk_1zjQ}mZE@5guqhd zcZrZ!ihM2+;!2U%B|=&$^0-6@D@8k8B4m}KZkGsArO53PA*mE?cZm>Ginh5#$SFlv zx4XC`DT&5duol<&p^bq-e7wLOdzj zB#DqtiZ;4L2q#6dON4Avv_TRfniQ>m(6^Nzq!D2)U$ajZ1`BQncD7LMka* zC5aG9iY}8x$RtG_k_eHcXr)VpL{j8(i4aJNR=7mSBSr0!2yvvyDT$Cqik3?vgps0U zE)lXwk>nB~iWE6qA|#O_yCgyoDY8i-Z<{GRw$u`FIC z8cd%uJ!-nvB$FSIw~-lg6)^~(5*`(f39|7A#AhEExuZ#ZVy*!IJ=ceI^p z+ucU^&+sqguje;$KjPl8_;e_ovT!^27*9jdw`=1K^m#dx&rHsiawU_`;|;jI9=A6v zdptYYzitov`)xS6M8u%m<8%9h^CKpfh=?40Zcku-#Q2gCJyEyEKR;q@k%&grG355p z($0^#XOW18#Uk!rB%-iL#LzW}XkMT>5N|wnZX_u39`pMvX5tpPF4uWVleo z(9Xp(L=F8d-6pz3h6_auMV8DEUem(C!%Jt_I$~&%h}7Ls(vaI5na^o(k%-jY7K|8J zBqDXU1tae!-Z_!fy+&9QYv?;;Vab!-_i>5ksAb zxOg*0TMjo{7s;^NjIASHu}DO~t?GE$A`xj(7mV1kNJLuH1tYFp zB%<0IG2QgF7#m%SL{xj@0ufg%5>f4q3q)*RBx03SzuVhlg6mu)VwKg_5tlC#vC3-e zh|3man4U$MKmlDan9XZL=3ed;v(*bX^O|~Z@~?}NQUZ=s)>lj{*8(S#~V`g_kS~g zhO@uN>NP)TzRvU=vd_5D@NfJX{wi*ayJ_*&_)=#HF1pY^WpItDW7R7D9AD0yn9Lr^ z7N%>*4T*tNY$zoU#p1mwSv@0nTFi&C#Zn>PlazbwUFstu~hEMOl9RGv4O58r<9S67aTrNMFJzF|8nJZ_HXJ*O;_WgK&aXgdH-I^)q3i;A;Z^PI1cb{El>e#xK zzkdfKq~T=4mvs&FG@PO=X$=>`l{Wm)>~uD9WD&ZwffI#M4YNT{BeB|$Es3qR9LUuM zO=e3Y#oRPys9ua9uGi4i)wa+E@6F{;*27g>x7uWxVm4pa25w|S4VCU6NcHUPqkbcI zY6GiObjbs$bZQ{gmq-oDi6adyNJGe-v~FFfL!Uf+C`rAxuV0QOhI(MYzhtU6rM029 z4LKfaQOJfowM8m5mar#zQTYz{^&B2fH6}ruu*=frzKnFl)-2?;2eajg!YKT;3fA6z zd55WE%^Lo`4a`%k=IY0q2JfsIsb8wFu?<@HUNz*BzNiLU+zZt(OZcA}=mI=X4Y-KU zXNoOdQa;Q=ycg~%?;PfqBJ64d6 z#JYuawpRG#-Ws~>+~#&u$GUa=J*!w3s@ZFw9W7giHc2%^ODbEp$?z}&SLaEc{t$-S zxycn;rkdW8np_RHxG2{W%atcJ6Nq_Jvud!|iBh?k87bEaCwJDS1N9k1E7xc(thKx^ zZS1a%p_*!9_&m=!O&wdd@b@QJE5*jfa+5iAlBdNh8(K?yhPIgI`-QaHB6DFhSEJ}_ z=gaCi)KfZC%uQvAv)X`(LcUCSj`s}F##cjXiZxiy6w9c2R%Y{@2LI3mOXWu!0;%a# z^E)(A$ZOhMoisLtNKIvOll8Wq=M~k2VxyzQY^gLaU^OkaQdnf5Zg3ba3D8mPluvu= z51W29|5etnancv1H%YV7 zerc`ahmH?BUgMZ{q#P^lzqbFi{nhq6?T78#?VRmzZI9WWV>@CC*-VI{|LF|q4CoB# z4CoB#4CoB#4CoB#4E*shaOEm1?iA)Wa-1J?{OUbNUbn}anL3dzcHe@|9E&T1ceiBK45fl)6{c&hO&574@G^y|?71y0a6L*&;6d zW{Z1f%9#mTk?wX)_;yP@z0u6+Y#uJ>-Dx;c;su- zuv%r^jVGd2*MU1&HRn$hX5l&~iY&D`V!AA~;9iciXo8>2oGzTqcq8?ay3MtqNZG9M zoYC3IOnwx%rHHwcseIs0m&z=vGthJP0yr&S$5_{eJ&kLU|vl1x#=p(FDxX z%i$B5?o9W1F^7wJn)co<)Z(Bi1x+04bYral)N`0}8*8CaGoz+0r*b0`*~!T)n&Bk% z)M}42Xo4Fw!B1rKw`8Vr`EFcjuLr-ftri@exlI#%6fKMfDNIky){?%Gx8gVbs!!MN zZ}8?b`H|V~scb1LJuUqe-U9F*>8;We(rcub zN{>npNav*6@h*V8G%npN9g_y615#4DS_cY*(Aa7-;Uoneunn~eB1Fg z#}^%+ar`x&CV0Q&osKu-?EtTIyvXse<6g&e9J7w1$Wf1K5P4= z?IU=Pz`JZu*m0M{M`m?y{Y>P1#0m*V_hcJ+?h~n?Sd1i*2o~-Da`z)_=GD ztM&VMpTHNbpSJ#$^#j&-Sl?)Uwe>~T=i-e5w^~nGC#=V!@p18`;v?cc;vLwb@uYY{ zJSH9z_lnnuL2vCFEgp zp4?7KzRb&}43I8qpO8ANJ9pN8@&kO%g_^|M2!dr#c3$GBK zFWfIYM>r$og{*LcFevO7VnRgNAzUG>6IKXTq0RVP#dY&>f0Gp4ZDq~Ca@aij4vqhut8|1$j2@MFWb4PQ0Ke~ z4;kKTc#Gk6hL;;2HQZ;o%W&E-Wf(PFZx}H281@*#hHk@_xh_x6S&W>yjemfgGc#~M zIVUo3A30}Y;9hc$FmMk!CopiHoHH_TH#uiu;2b&E#z2Lf;~7xMIgWwnkjh;Q+(jyP zGH@rU+`+&dq;fk0x0A|k4BSR4w=!@msmwAkODbm>I7=#L7&t>Jrx`d+Dl-hskV=_> zGO3gpD3MB$fg-7#V&D|1OfxV|Dg_1#q>^VKPbyOkOp(eY1Cyk3l7W+?ati~ukV=k$ z9H~q&FhMHg42+Y?7z1OZl4T%EDx(aHlFA4JBcyVIffJ;XVIV^)H#2ZEsT^nEIH}yk zz)hrbBLg>*$_)(MKq}WWa6PG9$G~-@a*Tmvq;f3-*OJOn29A=-5eANs$}j`Nq%y?7 z5UC6@Fi0u`3=ELUVFnJ9${_|0kxD-U{iM>zKp&|bWZ)pF^fJ&(DhC)iKq~tg*iR}w z4D^u7J_h!Y%3cQcl1iF^G^wN*NRdjCfh4IU7)X#xoPjv0#2AQ?${q&xkjicbc9Y6A z3|vDhS2J)msa(atRiv_ufnB7slYyP25@jGtDiH=Eq!MNzOe!G;LZlL8AV?|!1_Gqw zXTVP?J_dZG;$^@~Djo(rq_Ts79i-CDKsTwl8E})zb_TYS$~FeJk;;_}TuCZj40Mr7 zCj*_NvXz0Yq;drVSCGmU2DXsO&KfWne9-tYKgcsjOyTHL0v(U=^uc#=vEy(!oFnsjOsRC8@X=aFNOi23C+t zI|J>c;$*-{D$5yIPAbb7SVk%m0}`n?7;un^odG+k*ch;pij@H?si^v6Ar)1B%%q~~ zk4P%2{+LKb)gMACs{RP1qUw*4R8;*jkcz55ZKR^=4^Jwp{%}NL`osO6C`^C2|0W94 zAMU@1!t{sxPogmW;eJOHra#<&5QXUv_gkVc{o($dC`^C2-w=iA5BF=LF#X|vMHHq# z+%Jj3^oRQeQJDU4|3(z1KitoW!t{sx8Bv)2aQ{jara#=j5QXUv_fw)U{o#H>6sAAi zkBP$chx=!uF#X|vL=>h!+z*Mu^oRQaQJDU4-zN&wAMSfZVfw>;mncksxbF~!=@0j9 zqA>m8zC{$KKioeNh3OCXO`M^oRRm8zC;wJKin6I!t{sx0#TU$aDPV>ra#>0iNf@U`&*(g z{oy`G6sAAiXNkh}hx-gsnEr5oLlmYz+^31c^oRQtQJDU4PZNdd5BL9w!t{sxBvF|D zaDPn{ra#;#h{E)T`#4dU{%{{73ez9%uZY6*hx;f|nEr4dAqvwU?!!c3`on#QC`^C2 zza$FNAMP)R!t{sxAW@k9aDPq|ra#;Vh{E)Tdp}W_{&4Rj3ez9%&xpeGhkGwknEr6@ zAqvwU?%hOT`oq18C`^C2cM^r^5BCnDF#X})P86m;+}nu4^oM&ZQJDU4Zy^fPAMPol zF#X})OcbU++>=CM`oq16C`^C2Hxh;E5BCI7nEr5YAPUnT?)5}r`oq1BC`^C2*Aj*4 z5BE4xnEr5&5rydw_Zp%w{o!6s6sAAitBAt%hkGSanEr6DAPUnT?&U;b`oq19C`^C2 zmlB2P5BCzHF#X|POcbU++>409^oM&PQJDU4FCYrjAMW`?Vfw>8N))C)-1CUS^oM(d zC`^C2hl#@UhkJ-9OnKT(+eaQ6{~=?`}=QJDU4_Yj5Y z4|kp@OnC=ODmeUEfyxbkMxbKDpBAXp@G}Ax8on%0nc+(U6&b!LP>JDB2~=SC zX@SZMUl6Fc@Ogns3qK`LVc{nQDl7a+fr<)$i$EoX&k0me_z8i^2|q4SG2zDqDkXeY zphCir3RFh;5rK*be?p)V!e<03ApFe&l@I>7K*fWNm_+Ej^0)IfDqQLJLs3h<`0u=;)pFrh+-z!it;L`$?0zM^BA>fk& zl>t5>P!Ztc0+j$hCQt$3_XxE6^ScGw`T1)E+V%OX1={iXs|4EZ`CS6-^!!eNc6mN3 z&<@W>1lryCus}OI9};L+=Ys<6=zKt+-JJIew3G8bfp&4;E6@(kdj#6O`5gl7+buM=p;<<|-=Nbi=f9Ivq$lcz%Khn`zrf#yV=g$ev38!kMN$rui8Fud)oFPQD$uG%2lYhbr|8K}&k@w@h4zDLKC(k4I zV0~XC6XYf`MD~+CBt*7jb$=Og5To!P!q0^73tt!h4r}`l3GWf!EIcN>Sa_~b5zb;| zKPp@&91_yPRf13G6xL&14?i^i+V~UWw~b#he%APLtm@xke8TujoT^j?vHDscTV~PSMx;myPXrjwwptr0w(e*J!YfN;3Owno+T_FQKg>V>A zC_-EeDik3-j4MEI-fyC-WS}R3FuDM}smDau$rSA~(SKW*j;2EP7Mc^3&70@fTndkzVqAn9%K~r?4i7ugmUXJuIXikKfqHAf2E;G@^G|-E27DF0EuwhiA2;nfW z0lnxd6J1bKw979=*my z7uFPAZK5k{py$DxF!E6ZAHv{A5&R0{AJ8Kn6J1?Xw8KP~*FX>3O>})tkr2OGvzieSUA3RFRjFtSpF8ewpy2sOg^3Z%qLboEWq z9ur-DQ?%Pe*WWHv^3l#b_5U&U770K3=X}!dBosU-YmQIKU3J0_XWt2m^ToKp3bS&re^&R^R|v zvlTec7f>EZ8vx1!W#jpLh^@c@f`qQX0Rn6V&ht|U3{?X_V2B#ePa+Fw8UV6@r1AVo z)E$ZjfGR`K06+rtjOTB0vlTeNcD4cs=w>T$p3k+j6*z#Ct-t}6vlTdx**;r=0~px~ z9KgU<;53ug zWC0*6C>8)RhhXvi@l|XA4$#3C-~gAg1vt;&1do7N0l*`mRXl$qvVc?pAY~{O0P=!R z@%#-}umw247PbHfxSTD(dH#BdEx-Ymu?0AQgDt>${yMZ06bb;11AziSb3vbY{@7-= z00-E_7T`R8EouRA0zl!RO#rA4q>1N`qC8M00F)5I1b~7;mw5gNd=|0<0H1{_@%*rr zEx-XRYyr;mLugV+5&#+*iUfeRg&^_#AlQH&0e~pT5desS8u9!9>IE?ZK)s+v0H_zF zi02QZI#412R1iW0fOWMd2pIxEnV~`eC@MsV=lfAXXb=GE1qlK`O`$+M-)CnF zZ~$ln^oQpUqMtGOIf#D7g|1zUgvxYz=m=l7%G znEdQV!!h~Ue>u5}=Fqc~+{r$p@!H1#O#g`rZBt1T}8)@Nt%B8C6Z#F%LtPYzk@IZ@vS6OKzN^v#MtKw z!t}#?1!3~xy__)h@NOYYJUmwrrX8Lwgh_|za1I z;>y*8DMgn=y6E|?Wu%jRItY`APKhv;=v+paNOU>~(}=CB2$P7dml38ATRR97h%4F& z(}ydZWCKm-isfWI{oJyWFmc%8B1{{$tRPGpF1He<43}F76Nb$z3DbqmF2ZDC^9sUL zVbe;&L}8PQtf1*_T0xj3Y-}e?5jHvr6NHV+3DX048DVlDON6O`>>x}GHsJSb8h?Y0 zSn20_D`85o-a?oVtTPj)1M5V>WMHj{Fcnx!2or%dcpo6gzu+NkSivg~jNw?gZ#|Bg z^F27;T$!QI|97G??+|B9|6;m}{FZbJPvWx7 zpBr6<5`yc0Is^Zg7*Na|c;V-Ugc9b=)$LlayXWz}>Gbh50QMX%XXU+<8Ei6}&S7^P z94E`!;@qi`0ygj%DdQm?;^Zq4SE4J+~5)h#{BZq7XSNKQ2aya{11?$8N&rX~*+CTI5+Gbd#FMV`htY|WpY z%;vN5i9#8>DVNw;_B>FwB-cyGa$?0-vqvm>ESH@eWo4)rE98+ENLbnALJ2qfl^Yi< zVX{AQd??w+iU2GF%hzV#A|RIlic? zAm6%o&~~Uttoj(E9=?UGaEs+`W#4k@7~#s61q;!aD<6+dO|fzSvyO%Dg?uift-RJ@ z&*aJzU^h4FKBGE(Fnh)hj0CHf+VDrzBs z;I=FWf*yG^JC5fMOLBsFu}_{T%oIzt;^6JNtQb){YP}JgD$OrM64@M&+CXcJ=LYC{dy?5apDBJV2{k0<*N;v;t=BLlI=Aj`!qmUtz9KR|#bPUmtj?Ly18#i{KGMtGfk{`+AatG-(VS6jsNr9(Cv_?VBBC z?axG{aCR21AfI6)TXnD~QPye$2ZT3Q08?W{yme@_p(DthJp(<1T_(kAqGd@bCtH-I zCz-nT+T*Fj6+;OI#*o;f);s=04jB=?}d+t-jgHB?7tH~qwG%j8b93(Y2ruOr)K zI)Px>Z%4-+oyuWeiwDeSSa-qHRvldG#V{GvVr*Ni7@j5)f-uY@p*obav7Kri_2?25 z$~}(|l(YpQE89?#RaYx}7bwZlp&AvcXsVY)vu};;94OzncT4|svKCTV111RTTtxPV%1JxXrV@`tq3Vl zTd`I!`uu-~;|Wgs2i)`je(BfJkENL73CDXJ|L*vNBuFmD52SmgL()qmzjRu9BklmW z!SN+&^Z%u#pI%m-0i6Mz0i6Mz0i6Mz0i6Mz0i6Mz0iA*WI}F$j8~C|v*&WLaTX^lS zWGf}ZW@f-8NO}d;wcN0kAJYC9w4xTJ_RCDW&9II|p;tPbwfI<7)88(Z)9h#l><55l z^sMG$yhP8=T`PAu3>*3SMQgj&u!gT*hPKf>YFBlwb6-$M3oVZJI-;58p}G1e((jrp za3&f-dv%LY1Fjg%U0)Kk26~0Z*kHi57K6pGibWYZ)MhrUGSk>Yef0N#i=F52ynkNu z;>rDYIIhE8_%E~{fKmU`8PFNf8PFNf8PFNf8PFNf8PFNf8F)4^u+JiL;SN9EkvNbo zWi!Q*3EW0DjvK~qW%r8=5APl79WIOw%j!1lLsE{Z@;=BKDdk* zbK?`Z1@u^92DhQqlh!0q<#U$-3AnuQmwG75Uj19`ZWvA68Ycs7;KbFlptBtv=wUlyUKgDKodKNzodKNzodKNzodKNzodKNzoq<1U2F!*Io?U~o z(4X&dkpq{b%+$!P0*Tb9UcoU{&*P#BVUg%X5y50=ry-4^!Nt?76b1%xnW2ps+RaFg z{{Fwp5$3S(|2L%1N`H>k|BIxGG%ekTUH&52*?)y(bo|QkUB}-#K7>8|UyPmnijJEd z`w>O|(;3hi&>7Gf&>7Gf&>7Gf&>7Gf&>7Gfc=j`}e3ig;EboX-VXv&g?)})QrL^KQ zfpab2us=ICHrS0@;7cd4(Z|HH4uNa8uiIb9CW@Ie*fC<%z7kRG?TLwEu9PU8ZFdRW z275}*xs%uyCBMu` zZEKiq8v8@!^3LS~x5mDzx>v^`+#pcMOUr1E9s6e{bJ+vg$x^{C(P*yTTq$!jQyg_T z=y})v48q1U6Gf+;eqXmglh2mp8Em~%E@vG!8l__h+s7O&OqOqztSrrV5hvq?SriXj zn6I+08O&j;qwN07$Vnu&+)M+lNzP7Y^2rQtYM7Z`CemOX`$0q@KZq@4CYGC6purLB z)P!9aCUf~xJE4_W(}%rVN)wsA#oX9fF7FUn2~uE#@$EDU+&X*5!5r?Gz~*G}%*kxg zZlJt%#IyMU>|;`t+GvzjNmL|W#KuUo%XpgCsy=L6GkY*w!lpuW{V!PToZ|_5)^@vf z7*PMy8PFNf8PFNf8PFNf8PFN{Q(>Tz!gkS;_wH=qK)!HhGCMk+rQ5mDEu%{FE!eFM z+a?yXr)F~47qM8qdm8&xjuvreZeA|YdvMtnZ`g(o`E27MV8a-8j5huuiARbMVYGC4DfT?q@L*-7__ObJ_}HKnF*9ao_H8>(p_-VW@N ziTQQ`H}g&xbNGS{S!brE=}v;BZtN+E-5xVj)416gyAEPgFYJ6+&R`QSdh2chTWKOf zK6|FNyB7IJn&KH|R=I6HDtL@y`jW?!%$Kc%?{5`dbBY2I; zR<@=$vVeB8=UAd+W72S3B zK`*v7WH-}er%8AxmTjY~6bqQuYEOWEc^VFkz}PjB#i#C!JxH-pG% zv4DL@u}w7Hln%T2!RM)81Jf-QDJj+ZgRprHQ-Z64k9{(nLG4k!Ii z`jzyr(vJZ3Kb--c0i6Mz0i6Mz0i6Mz0i6Mz0i6Mz0i6Mzf&Y692nLA{2=wST(xcBn zkKQ(;K{9*j&;6#hHC)@z+txUK;&{sTT=FHucK#p4+r-;0ysBg~UNeZl^Q$+RI)Xv| z{-bOwiJ{EdLcTDS8%fX?V&P>UxE-UFZEIp66&p&)LwI-r#}={VPK&vPy(cO6^bMu< zrUqnL?&}|t`-Xdaf74pBn2>riiOUOOi3Xdn4%>bn{#e z7rf4vPT{g)_Befu2K#<|kY4`Am9BJ_z2dBN+}muqLK$3R>R7dkKgYAiJd`cq+NpZn z(9mG2jW&^bzs-fTiW)MVE0)SF8LGA=SW-hC%#DstW?KfW(!y@_>BU_(Edy24vvfsQ zla7O17otUdCy~1K3pi=`y8hlPWK)OR%|CP(Bcz$I=I>h?NNPSy>1wiF2yabMhKCWU z>Xn`T5WHlr8-Ti|z)QM)Q}_gabEzdRcLtdc*4w2ia7)(JrfCX!0Y2UoV{f)VFTJ+t zvT6oZCq^*(0-ISG+sLS3uG2JyIC@~HUa?3+_exD>PqS<0$EW0UZ+~ovQmSS%cM2Dv zXQmb|P5(fuXKx>sAGxzRPM188!hSoczC>zJP8>PjcwX+LGH+0LYk@iLvUPvcYLoVL;svZ|(zofKG6pg1Qq!Lwk z$a%xjk?PM73nhaMe#)hVPA)xCu)*jM{j~~%bbh=ydpbM0P-<$4(E+kU^mhm9qC-6g zQ}s^L7+`oP(LXj;%9gd`wA!1F;Mb?oMG|T_zeqZCkE5B=g1wP>NOtsKb`)>1Y7wd~ zXvlCTo4^K84TY_rpWoB!$u@hrn%y7Tp|tMNoJ0NGADT;zz~&rO`yZNmQ$J|Pq~Tmi z?riwple}~toaf99**2X;#!Z$#BbnAzmc+Nnz(W$JR& zkbKRI%GBV+)WFhp_uBQQj;=2L-cnVz@k4rcR8>%@xAxoSCK1=3Q?*?E5x%92H7yX9 zl4v!h(nM~0Nuh2iWXrspN9>sXYXmPPYxOvgQ>H4i*@ylwsVWq#vrw+Qj451RT8jjw@4qyk$;!;AJQ+e55Nzl zZ%bd7{$Bc9>;?F7$A39~e=>a9@Mng{4bL^4F`O_Q zG(-%W4UV?owtctlb8Ua#_J+3SwcXY>)^@nSejmEXixKm?1;Z)WzW328^AQy~RHX89DS5x%kP6bbLHAROJ zk8(9dhY?S6!MIVA=1oook8{C@eQM{r42*cBt10A-P6ZEkHHC!H&Wvj{(Qj}nc)SZC z*EAZf%(%MIi08ZzQrqs=I~6?W1*5jzVZ@_eFlyT!Mm+5Wqt@rIb1H-xwY>vIJnw~& z+KvDt9{Pe&+YOI76+HC?qqfJvh-bfG)b>pn@%$Hz5lxM*bt)V)h8v7`F`G7@qs}|$ zrFhhN2eWCjKI*)k+5DRHjyP{)HeZA7R%Y`y*k+l{s<90_&oY~(!FGn(w0R6UPcxe~ zk0Iv_vuX1fa+aA*D-nav60>O)V$fM+wr)+n1I|;-=5DY}Gu!qCTY=fM^*HRzGn=*^ zhn-W*rtL|GoRiF^?Q(~lCz(y#xehsRnHRU;nVT1`-#IZay?*C7vu)Otxz9PqY?~Tv zS!V0h*bX{JnQd!>ZG_phK4f#AU^cA}S)CbX(|V=Vc{8(VeaPxO&TQKDwK#8LHf{S_ zoHsI?wtX$m8<G*8d6e0-K4fwpVK%J~ znViGSru8A>9AY-D4-w}evuS;ZI0u+bTMxl`nAx=T5S)jYP3uEOXFs!PeaPtSV>Yc1 z8J!2`#Wgs4=Y=yk56nx?;M~t_S|4h2_Ar~)huW6!qc*eFhnDYUCanuO(=4WTdeiGn zF`IUF)9Xw!n|5;3>r614R+A4nv8UymtK!^C$nj%AN!n9X4B3-_BkWWrk#B3bE=a@E%SSw>YP!_ z{9dOzWz-IJX{S14)Q)s%r#fNO4s>a!I$zWdy(yReGfyGT0KsiL-g38y+!)Rr&dR40ns@+F+=JW=Z}ai=;>)cQ-@sm>C${t|bplSFOY zm{Xl2YU9S7>J(8MH|A7lh}w4B<5Z`I?Hc9W?Nn!n&IX%0Ib7ag zQ|E?SAHT+_P7Sp_evMO|8ESp}8mBrj)GEoasR;bP6DyKRr z)aG%OQ=JoPQv`~+O~|+2mO(rc3BZ|sxv|Dsv_c4CxTl3!t{B6#MSZ_cB<1rv!>lb zPIVS2HrUijph;s3I@LKKX|SnNKtW>*(8vCfuTf*e+WnmmZN~8(4`OA>zx{#haD3bS zK^)(DpB2Zq+>^oasq@&gkAL&s_{pDtvND3>o9OD3<90b7$B};{o&or^^mFOQ()aK- zfUinlkUk@QQu?U$LA)8@?b4Id>!epnFOeRV9+b{YcS*BSNt%+zrHpjFG%WRFx4?vS zwG@`T(l%*}v_V=WwM%x%B=L^lVgJB?#Z`pwIKJWdvg7lPPdh&0_^{&xj(6jl!W$ir z`_r2b)}MMX`aIsC+v{_Cyt3E3(;M0uh;-uzI{e}Hbo>Ba&i3Z;#M!8vIW?2T(Xe4X0JbyN`#{!cQon?xdW+C%pFB^cgi1&r9<9CG#w9a(qt)Ibe0>N zvkXLov2?=ccYA_?fIHv|MBR~C#OwB_ld)hl?h6LOv5lH64ahR!_C#4N13P_zogUBP zwUnE)Ooo%`R4@{8`%{sqI}rBy+|h8%<3@hLNFwBqdxA+>lO-kg;`DB zxI32ir`>^cBH@mO!hW~cAM&IUfoLEW_ioT+Nr}C&L22x3PAmmA- zf?mHnh=z;@@ZTHpuh(Q*B{t&rd1UyG-@nrzTAbK*%~^UQzF;EY3AuxDpT`{t_mepEbM3!rtv-JCeF@GR|T1KOOcOV{4xg*g)#2rh7eDQEJ z62zyQ-^d-|CZ`2+4g~IMYBAj-|)4rfP6iJ4>$&^2sjwRM; zvQ(Q=&C$0r7+#Xs)y620TlO&t=V7`qA|Q zNpwqJ!kcghk~GV3BIJ&EN}q*5Mt zJm&GaV?Lk9v2btNw{t_;0p&l zv0&H}TB*shp<7;%`?#933`djEkRPhw> zZeI+N6G)}g?r16!bf?208h#ak|F&zgR6W)cbo;`x*SFIbS<+*j%~=N0@kAivNnz}Y zLe(Q_k2{)V+ciP#}zXNGy#>K_V5z%pesHhN7uN%$t@pS*jj;F2qQh(nX5>aiD*<+Pn;sToK-!Bi{~h35FY zKB!MD5OYW3;eb043PE+l7@^ZiyCzE}v7WHo8=ww*0RxGxxss81+?Nc-Lhf`Rj+u`S z)2Nsqa{_2m3d2e)osI`=njGms5_DfgmebbeO2&h6kJk^qOJeB2*yWEy(EWatAb>oh zUSHZDvud(ba}2q?5n9QBf2Y^C_$eElPILHoK#+HrjR;Zr!i=HY%EU;VHf$5%c~7rL)_D2LT z<4Ybg;P~R_(gpAfpSv5!=RbEHj*mWw+uQj^9z2HQ!w=Gh@pB(^;rPGX6;4qH& zKClDFdmf+*=JWTT#PQtyJvdhG--_dN?#J4hzwa_&YPPn_F@<4xyQ;dp)J435`ThH<>M;>Yo5WjT&Vlmd=J%0V0l zm2Ef53Wv?OaK&-$((~y0zlW{=ez{w;tv(kXLtk zj9;Nm12gS(D225+CZZ6P5JrYbB$C90Jd{iXL!q?Sm#U}Xucfg?n?@oS346oH-4pO& zf`T%+BOYJC9g2F=;ULBsNMbDwZzNJn<8o~pVf3_6FrIKnf=t}HjPju?8ka5=*G$xe8hq&cQlEWt|t}(QAsS+QguFj;aVCSv}t$) zfnXAAC`@R=7@|VaIMN6u-Kk_e=*3rmEL`Wqb&;Vi@L9 zUQBfpm_aAP!5F3%sbC^mt4p-jEU|UkB*K{6M1ww1>W8XgT^Yn;3v-cpAeKmD;Ebfx ziCPk&xg^$VlZZp2Lmn(=B0e-t0HYG-Y$2aJk&1`FN-UfT#%f6fqqT~x(I(;b!u5Pu zCWO6ot$?wVE~ta#Lag8Mq#}pO4 z3>O}JA{XpCw z2*y0YK|Fdg5I=qt`_UZCVb7c5Kz3A)&tO+oIZ@1JPs-Rvik_6!vofA=IVluUdk;oK zis>>ta@(k|61R0k&>uqyTw_CPqw!L~Bsx_jjOVJBw-W80_Y?$S~X7+T{r3XghJtHEx+DGe~WCq zA&*B+;UOG(5CP(3*E)tfD0e zdLt>+6irM!7Y-?03`4U=pup&@Q4baX)shUvaVvDTc)F0&_|=?=`qqg8-KPu>Jdtsh zRjHk3wE+V<%_@N|bDU`Of zTb8!;-%_?qDRfJrrKPlm{=3jODed-=w!7co@0|OXkt|Dg2!tMg65TWRo_o&ke9!a# zp5XmWP0maWjLghVPmLufj*T5lxRug)@oI3VjCYGNL{_<)!cMB@AP!8_w#o64#BdUu z-|TRTrVBn^j)J#00RF|%*~BO|qJ-0-XO6w1R%By^=3(0K`w^Kb{PSF$9oRwj4dDPn z^^MMq&CDidum(-f0LzIHFfx#7p+dSW5U?3Yj zkdeD9^dt&0=HcRMIrL^hLx)bIIDr_~OvJIHN5L||@-Uvn2R^=K@HvcSePCvG3ac)b zt6_IZI+Ls)4L#8DX#~zj3IPgSiaM@YpxCk;lEh&>lfe zJWkXk>7>PwU@afVFd9f=sl*3Iir9~!1`KgFL&_3$2p&>o}L}X5i)@>KaN_l3xN@WO>N-l zIGPL|?fBH#F*y()a0mVdwX@g5D)gGgqV0_S$Q7>BYNt96;G9l%PC)VkuJ+78lD_uF zurcBj2%O+l3ZI1|~6*s+8&il(o#Gfcy)d%93T<1N(M(5Imn?>X^0lUZ;~xdVdvYZtqW9>*9G2Im_q0Knj9{1{g1a& z{f8^E{%OczCc$^YDVTN)>S@}TAP}1wA4^V8%#1ilrwXNIxU_=-@%j^;=y8vTz!439f z|021`h;LfMX;hT^~lw0;1R1nc3v%WMW$O z3C$>cUDEkR{1x5@d8erOI>p`P_=V6(hN2wkM16t#-*^sxXW!V1zcWvxUjoxl6BFQ@ zp5BeW_dNxw0{1>OhQCLiYQ^8XpQI1}sV85IzY}ZA_&dHv?1jiG7Kr#l{x?~TVgsvVa*7CIj4 zIMZ>wnkyKi;XjA1!l%L?4Sy*7{_wlP?+Cv& z{KoL>!&kzK;a7*xglEHdhlj&=h3^RK;nvVUh5kD9C$M1nc<5I`KNosW=m$e@4}ELs z4WU}-kpTlX`OAoyLGtrrL8Y&-G$hZ{}%ka;Ge_Z;dg?+5&V_l2ZBEl{NdpD1m6;T zI{5lvDYzJXP4Has{@}gAvEa*sFAnYrwgwbMSo0xjb7B}^t<&Qy*>VS@h`+b75^X53Hh=3TjOtloyjE(N#|c%aBmBk zr6Yk89l?D_jZ9oR8n|EF9hnFmm#IYH7(JgkJvTL+49v>(#AG5cuD4zDq)NtUiNKFg}UM5n>@j#zQjZFm(iBw`TaFA0YTM5pwakFIG#R*4CXFm0xy=SWZ-~& zoR|u{NG69T0{cZWF+LKwLncxGJ|{UAxLqd4Mgv_k34m{NlH-BBqJ~5wut(eklO?cQ zCMQP%yTtS1$-qu|6HVPAlcR}%E|Vj}fw)X2#sXL~sI?HM2RdaE)OK((F*P+6KzLSU zKyotB<|LB=#Ag+E#{!7YDv~3CuuM))20~79A^@8r&M-M1zy#vt#8{xkNsa~rPI4rm z$>jKi_J5sZQu{Y2Ii~%qlN{0hMJAKu+Osk_Hm3cvOpZ=!|KudcwSRPyBicX6WMV@5 zKTdK~`+G(&F_qB%PTZWF8qvPuBoo@-%H-sf_KcI9)V}N_$F;w4k|Ww*JIRFhS59(R z`%9S|AJzUsCPD6>%OuGCGnpKo(!L~;6O+T*7iDr{O8ehVa$NgUCz;g#ek_9>Yh9@c(aByr}{J}HU?wZA29g5|0GFPR*h z(tguPCbdt9tYZo7*SMzxP}3K~w@|KxRQczo>AQSH~n z-SIK)e~8rBxb_i|8XeJoRiqM=+J|K-q5VoExU*&Yxc19*XBs>P?f;Xh5$%_#;-jMz zK;c6o3C5-Ni=0d(Cq}ei5Xl6n_<4GZj=9$Mzr_KR6_e{ks2S-eoCZ(-A~HYr1n0MN{nkiAyXsTdqrw^LVJ%) zCA1$WLMMikfau+n9G{}(e4{#9@-C4cK)gTpp%@{et_SEW9gECSI-?K9+dW9 z`1vqItlIZeb(520BicJeYIH*TK1xl1AESLQr-soV-y>5a+INdoazy(sks2A%zEh+U zW7^v(m4sG<_8pXhirj?upE)(07}nk(2+P8`nCdGdcDGbza5vk!x?M<8-#`JolNR1`6r)6qPdx}y} z5J+fGiWHWIHIc%*t1>mN*_28^FrmGH0%Sv}aQF$4NF=|R6BCn@kBh|U)azwp>@krT z9($A%4oVbpj3v z1L8XI3cij^p5SX@>V9#ZIL_DM$z$T0oTV#f@r<~RO!IYe@+e=SW+$$RZ{q9N$bEcG zOx#P?xsZ;w$7&;yOG**D;8F#C15y*RjblzK#x$@^xf# zgs!8>i3DHAriS@CGBQNhk%`GczK$mc#C5ozuVbT!`I;DgnYfPh@pX9okhqQ=6xY$0 z(iJP|U3^U@Um~ufy?h-Ty;EEhJ$!|x8DEEoyTieqfvMz+=`x-?K$qmyi|8^kzMuWg z-LW%xFwh|S*%uG?@Esw8xm{-Pgd|;if&-Mn6@-{bpKG6csVPK4QBIhFtx(%AP!}-usSA~E= zKp~(IPzWdl6aoqXg@8gpA)pXY2q*-;5fPy8|F-yPP5*#ih8_P=eL&w8|A)AZTk4-e zKp~(IPzWdl6aoqXg@8gpA)pXY2q*-uhrn=KSUb4)J}tFSvC0cDugF>zGc}Ych#PFe zRf6$J1{(1&;)bezH5$<_9JE8)Nwc_AT}EvCs!8Tgc(;I{aYn|1%>r48RS`Vkp2!T^VCKU0$$?Mq{n}B4Mpp->;oF3wXdG z(59!&d?i<_>4jQ8U9Mj^cVeTQ?R`fQ;jYtt*9$F2txQ+bh=oLm zTuLLq1*P-X-e4%1DJrwSGFmVIy&ejk!s#7UKZ&Z8VamUIg3MM z2GrkpW4L*dXng!aT`1=I!d>Yjn?bp>R5q9R>`LME;9ew`;r>W%@L*`Q>rkZY$dSO> ztPAS~*$CVXZV#@5c!NwYRG_C0-e9Z#sHS65fy z$;WtfawtpwbEsid%1D>(Z8FxSKl<#(Ux}RYhGUU)r4|;-aB9RO!yC8F;juaEW}m6( zIL>o2SG?>M)9~flFnoLzHe>BR+Ah%TeI)=OUDOZ7KOg_0xD}s@2V=hx z`<~dv*sjjs?)>4-6=YHW6aoqXg@8gpA)pXY2q**;0t$hD#|TXAjA{qFd$qon2O&W# z8&`yQhJTP?)hAp%WmSz-sg%z_h?X}$^UUELcy)KTcA)XqnUVWvObA-bxmqD>=BsIA z7X<%NXvU zR_|}7WB$U$6#Wl(8O?7b+wsP}p5`|odPinY0N?!DSQ`<0pQbm$dw%BBsa&;e0pEV3 z3Wjjr*WS-OGZx+OEy(7Dz`ftgZCK@{bTOBi{>(Fp2$8t2nMC*>1-7#T8T@S~@18JT z=|0^2%6ZDWXq5}}CS4_w&9Bdf==BTDtvj=9RZ7bkwjyDbYv@?3TwTTpkx#q^ocYW% z{jDfw|H0;BQU!8ooc4e^b^q9@&pdM`NV%=%+>{Mfdb!;JWEAlTf_;3zpC0Km4)bqh zrQf4{DDiL$O58crT;lmNe)_qWKx`kp@E_cHcwOe^4n?_e3#jeX&uaR2>z~z2i05}n ze-Hfqe-W|&-lG4o{?GbX^f&3hq`v`K)IWuQLO>y)5Kssx1QY@a0fm4_mfVLRIcPk8rX>{I*>?UE1^5W) z&l2??)1U2FYkyDMm)pjpQ<0JIcZYtV^=R;&E&mYsW$jU?dC%Q-b!JDTr)SMPSTL`Z z%xsSAJ7(Qf%2>>q`K)m@2Wti+&6-%S4KY@hbD3orHx%mz9+(KtgCHWD2__#1e1W(o zWHM4k0EQX@#*m>y&cc&LgX~Sf;#sUB4n?jA9^O?BLWRgtFaXKZErdVGL08WzgB6r6 zW{qmS1b$^cUpJQ1oH=cPSC`2xBDhnjRxZJ`WzaA@nkAWnChz4E>#J74Lo*P91QeD{ z@DD+*P(7;*9;24hkE>8_U#?b5cMlC+bwn<-=Q|Z*VuCUa-K@BI60S_Cdo}KdP-83#L;KT8&Nw3ZjU9`jz&TLOeK% zOp`ViK_C_DBb%*;%<`byrY&OSK;R?G?u$nb_SwDNl`Isv&Y57onODwHEsqu*Lj)Iu;@KLQ>uFeB>5NWHJsIn^ zgSjHY=fQZXSe=HU#)7cfI^o_lFqxdYK5X5)02k4Tyh03pHm4d0$YIu^>`HARlP6;|py>{C5!nSfGU*ZtHRxd> zeVK*`YPJ?=!U!EPO#D*W%GM}+8Aey7malGiKzOb5A#1;?BeHMbYTrRKQ?BJI<~09J ziA4%fKZ?;vlbZ)Y(eTy`XFaWg0gmR=T1YD?sLq(_;=qzcjlivnnIA;tF)I6cT-!ur z?AzM0J=n2c2!arshmo9dQ~u#o#`q<$Dc}5US{`Z3@J3FB<|_@x9P2(( z*P_qTd4zqe7`2Kh5t|KE%y}K>XZV554TT`^6DIksO?rPj?MI^o!#@AMa|Y5P7-7-%;$71c8m43 z&Yp-wCyv;=yX+vuV;F3iQ&!P8rjCo7M$sw`_*R0HA#?Zh6COTvm=GH~oi|Les$?z9 z$0B5=Xnf@@a~!*FU)$hK>(k%6JryL#(R zt5R}SyA5)tIZq&G$~SK9<~6a^$%VkbjX^T%o@AT$&VF7+Fs7UXE$?Dxx>Dm1t-uZa zT+LxLqBh z+5wOD89qr;MLrP3l14Xq42Z+KxOsgLXv~T;4|g4}xpJfTAaPD4h5!J{7X^cW@V<4N zGXxD2-y$brpaYP!pQaJX6AvFy0)G@lZ@~h-zEL(Yq%r{7S?GLyFr$$_FBFwe61l^dBwzbiAL}|*yuDzr%h@V!Bl~70DPn3^9G?wvuHAo*l9%hqca9! zD9WQxy@gtpfhbt`T;+*C>pm62Gi$?+rX^?H3c%mHv@@h#ZJO=lBM`u+{IBmI`F~e@ zx2Eri|GK_E{<`>2>NC*(ug8B-e^h^M{O|SOMZ~se;=AK#^>@WTr@uM=CjDjcJD)o) zfGSBLpb$_9Cy)5Kssx1ioenP!zlQ9GGFuKI@{mc=NS|0-Vm}NX(H> z*NU0t+q#0I0guV+@@V#ox1qVtLfJhOKF`bMaWQsNzF7!d3tY=C%IALUf=4cxbXIXE z=X1rvJN5-9eC7FsgF40IYn0!`iAJ|jkEI;DBRCcCeR8`3D65Fz&ievF;?Y4hdlH9s zs@W~f&)jcoqzRl1husBgb|HZ)ad;r(t$_oE@kP=Zu=0pI zS;>@hB@z`6ZYDJFJOx!8FGWKRDt5XfvVZ^Tg!Wh=eGSV(VNP6paFPxNwO3|vP_{Ce zT3PUDt475FY>XY`P=fp3fMh=eThQ!C6Wg^2Lo&B8*vMp-)8!>}04aB5(>d@Goto0Q zGPr2256^8kQkL`NSbH=v`o=EJ-U;QA#T=YyX3P_^kKw3O-Z7k8CyIs(6e)|KSKK_# z&@c{7pXd{uR2J-DaJi32(*z42n#3c{!JH&@5KgdP)Is9}^AJfY%gkEtT`}s6L%Bh7 z5Xuvr1Irf){HXg`ErEK%KYIIE%c2C(GwY-q&|;8cMGP&Gg0z6d!i!}HzA!@oHeSrv zFqGtE!3<)$ix}Us9@-aN%IP7u6sAGwwyz`d=2bIKgT{9+W0{NKyyig2w#SNBj57>Y&$UIT zQfo=g-iP5(%%;oP*>c$`pI$t_Y|deh!{-;@H88V52!J6PY4#%n4Wa8iH4e?s&h?Q& zB{Z2J1CvdMM^&gpLAd5C$Q>tCEW|e4H_HSoRC(&;yH<8E)k?!LpSx_LQ_CX# zjKd>mM~uT~NBf4x292|ce&g(jP;Was${WvOu3V{N^<~e+Qt@p$SI*MtgXj;giwBK) z(=;BmtZc^0T<$lH4PuSX8neYEGv9AaV<8$D9!}nEoQABBPb*l*rmZ50o}htu3?h$A zx&oz(2QleMpNC#{?qVmP*ZYmcaAF{lNDLZ>RRnh44Sb;!3 z-90yGykgM*EHO1PayPB`EP`iUG)!mV!Vi!<2xRL01|lsRrP8*C{wCdS=flz7-qlf! z^r;}SqeU~FKj9^P6QS`Os}mqvO+3G9cOir{I1S>b<*6#=^m zG*NEqY~d?utt*7{+EWKKsJB6tFq_NF%PY0B1d$pJ4$z~ZrAw@2QpFA%furey0fD6y zTMJYR>2yZYwiW1(VPlrtScY~7Qg*^}WziujU4~8*&Q^E_TL@ai8Ucg>8fIbiV`0OB zkGrHsDusS4j<}EVVN9Ds)mh{{2)w=`!p&opD^q%{!-ntaIl)hQ)>-D$ct& z_c;FNFg>^Z$+Esi4D~I1yqrCE{?Nu>Fkh#iFb-ZW)}@y4{{0VXkJXBoi`Gi-9 zczee3M7lZKrcG3WFYHftlKg*H{6m`Fp;z>0^x^oI22TVw=j}(xOTY<_;~OS&9JXkPwFDfd zky{mU-&$E$!+GQ~iGozSy$NWYxny7m<&C3UlZQ*8(6djaf1JmXn za>|i5@LmO5Z_0IPwD<0a^xkDhx>iJQ^5B%?sd)~ROiS4IN)-s|K}aC+t7@j<+7yUC zf+-S3wr)+5W^C@N1a%rndsu`-Tw0Pn3E`SBR>$h&s;G&yP0J$U)mYNZdm+!*bz32y5jm50NEh2-<7tr8XoNEo z9NeM3ip3GzUu}VW{*#i3!Cp(?79M9#=-84{Vulngt5^<5BLaGqH*v1D^yjk_Sct%ut<1W~6xumxnirYH&>nO2b8kDn-6@2lv;8E#Q?{)^zc2*4Mb+5p! z)484)yWZlg?D(=Iy+Zo3*>E9*Hi+~5tG%-ONV$cT-B-$n4YG3q=VOb2!9dKkH}>25J7RCrKNovld=5SWuIl~U-~_0w3ITy)5Kssx1QY@a0fm4<;2R17 zve1^>W`@+jlTHA2?4oDR2-=c6?>w9FEx*K7PdQWDQOqlw>0*STJ3?gNI><4}qyy z+-<$V2Lki>>?D55b&B#V@L9;Thv<@0C$FI0RL~8ig}b_g(*Z|7wt=8+=Z@fAPRU%= zj+X|{2F~A5W~9@5ez{BhWxBcT$tZC%X^34(f_6aG~29T^4wl zwUO-K;c@y3j#72&c#;va{l5+aFii4&AGa+;a{Kj6s@4Yo1s)+mYRMM3E-iNkA85M) zmm-Ea815X=^tE_7_NCZMJAVW})IWuQLO>y)5Kssx1QY@a0fm4+zfzt@L?c~Xd!+eNb!mXEZF5x2M`tJ~4bcDwuxTz4%^U)l9X6B(( z0VaTS^Cb$~28fbeI}${`Y&+tMQiTk<{uvnjImxLeMHWS_7KZvyQW)>=|*J-FVQzftr+XgOnvI2@wJWo$04j zmentue*pZ(H@6P|f=OP0{5{}xK+%GqAh^9LlkX&ttSy3Yo#s9k2p{OKYvgICLfvu_ z*UkHca^7NxIF*t7KdgVJrhi!fivBbDcj}+g-=!8hg@8gpA)pXY2q**;0tx|zfI>ha zpb$_9CN7Z~vGU z|E<_ZV@BsUcl0eCNWb#u8cNwwK!M77TD ztFF^Z`%oy--EB{6H3%F{v!4g z1fE$qcqwM#Z5&Oc7Oz132%UC{10&SXH+4e3j&O$@ySo*^AM6ROlBQTu=}bK(uRcQI z1S6A&`<)_5J=x#Ak5F+#h+?Z8)rOt)I5!SLPD+t&xEnVU(>9an&_f3MeTVIC?Fk{+ zN4%1g6j$gR`z)Y1RxGq9aw`RNB*kn2R8TX3X*jFt6UF2h0U~QAO$zcwaR3&9i}G+7 zhTL$&v>g%~30e)YSbg2-KWVLOJo+K!-s0%@OT@oUN59v~)&4*<;0tL#S(D z;PPT1_4I`r1zAz>Qb64&qYZ7)dzj4&`kPax9tp= zjqnii|GEZ0|NmS6HNCEXm;U~*|D|40s1Q&HCy)5Kssx1QY@affon@ zETq3KKQbH(c9RTWaP30m|KH(^wUS?mCiasM`8Ss4y)5Kssx1ipb0urG%qhlf`Cv^s)>RdeL5ZJvF#&C$<+ zs^`2dWz0xN@2w8g^nhf;GVjngu) z70cDBbR&hJKal$whaNgTlj;*?`-z}XKotM!MuI=M*k>hyrbgL?*2q9&^`Q1x1+vS$ z={0wrfBV~Tz4k(Yxh}74@2xhM3U0)4o6T)*)#^RL=;;fq4{P=TM#Aym=J?v1^XWW@ z4tF9^a1aA_$LCWwsHB|u1yU5eZVdP`J7d7n?GQ3zr{-H88l+*u^!bO~HsQJFl@lifae^PK}$l;I9u`@$9MXwsmu(@9_9q)w@ZzBj1g%5M)%z~Lo*Eooh zSvS%MqLjCmr0z@E%#%Qz29FF6XJjp?;gAVGlqnXia)CpU73+Rk_%@r$^smMPkwg;1 z;Ry#l-vrnI&u_5qUf*bv|A+K9Y5JSs_x}&|@7KTd4ZPH=rYQsz0tx|zfI>hapb$_9 zCs2d%6=HNU%s11}CNQirB+!-IQn8;E56BBXPwIr&A;sH$Cn+%R~g-taLa?nw(f(GG`K#;fgNK14m@pPAF2MSg(2fKEV1Jaku z>B5|QgA^I)&TR2&u51-4ygXSod(TU*ekg_P-D>Gfp;t_N~@?5@KhU_%l#4G8_%jW~?ZiCp2! z-uI^TK!LYS@$S~U*egYL=-SHzk%N6tUC`=_IWwP~P8UjP47FqQ1LI8mg2n(+d7>2~ ztjNumeF}qk=oA?IvXQOPP>}>fwFbT$Xk0+W20aUx`&qM;x9T(!2y%aBE+3sGGt&G( zmy=FGBPGDBUXp4D%V{3%i&mzFp08o1K!pMRF5rg(^C|Zzk^b^VdgZjrb{jc@k#YO#72q**;0tx|zfI>hapb$_9Chapb$_9CK$%F3Y= zV0T_7p>zf!b#oD-`y305GZy5{Ci&dAAT{QI2P89w`TzvtqvOMyiAznm^k*^=6rffZ z;+8Ch!u$3;s1;77F3wC&%D)yhE5(5#pn`DGELYhxJ1pL71tLB%H95Ilt(NW{8oFv_ z(hIeG8ZQ2=Y++;&8VEy8^@u``w}yA`?$eg$=1EYuhx)>F02+YXT z)+-a`uFeM{yLUf%pSF~`e}?|6k&Z?_2Y~K3b4$xr@-$E@3_8C=h$jqO)RN?mEzJTB(g(AV-0kDBu zNi9IKYl8fkc{MHJ;O;hj|A#ZVIq_0nZD*D8ZvkgKtbFjp8|)eY!=w#>oQE5 z9wiGN@F+!CNMu4VSuTSdVKP$(92>5c*goLdc=jxVCtTB(Ew{R{m8(5^WZ%BE-sI(K zIaji>=lO5SD1jxJUdY23sJe_GuLF5=iGsH-!p=(e0f>W53;b=eS54-OAr3BHBO?_e zb49S7h&e@#B`YQ85qM||xqJ?BRsmcEHZGD6CG4xfIde^GxVyP3aMB23Hpc`InX_zZ9CvMO% zQeZs$Dq!J_7vpcEq%g!sv#IHMeV6!AOB_{_pEOe4f_9wW|h z9#*^nq(0J-x50pkIfOSe`uqsm_r$>Hx6?^5yD`+J>CgEUi|mmK7W!}nHi4J{wIYuj ziik`xZuv?GFTk9SOxmg|Xcr~$-awZ(kRDq|P})?;3B-I^s``jYS2bOCwU%5O0b(=0ft zMWkP{y~`Cd`5F&|9N4(jp^#Q!qEL%hU}u&$i%aNP>aKEbq2@#eHVe5*g{B1=4U)B+ zkzS-uHm_x*sD!Y?1Om$*6Vc0t37DrPX>gur&z2GJHQCN|M0$ExyAD?>76cP#(nT{r zPboAMNh~I`NW+>GHD_q_*T}`Sv``e&MjFy#>=)VEj+0 zj|;?w$LJIRZ!rZ3C(4U8(x{t5?PG3_hz48{ zwux-6DWYCeM@l=tDp`UOkx-?(im^(osOQw1Rs*Y6E!C?1vPooHOY5IAlUXo?k#5QL zh0Jl&`R(?eXu@i5Tcr1{wVj7+C4y(3VG~FR2pg9*xdU@c`8hSk0U5T#W_gJNXE)NC zx6;xfGYpFhkXspxj+}vaO|IJMGBQQQ-fk61Sb>g*Jtz5WMnQu>yl-8k~eOi`$H=xwNxq;51caxtkbcbdC`+CfeQ8)q=&cQ|#Sk>=_6IUnxPx zH8^b*3N`G4TpSr)Z+C5FdhJW$$l(F|%HhY!j&{jBXD&hLiIded|HRHEe|tj|$BT?} zO5`!hv9QJIi}pm4iHU=PGnNd5iif>6TS}+1V&9=k+Gh&x!spcm7zvZmdags8O5Q_OP<>nl1qw}f3WkAaVs7AFc?LIv%Z2rCfoicwSH za_0*c)%a1JUHf(*r$rM0%01%60FXe$a}Y z0vmc`4%1b#u1EUFva%}9kUS1SoGfR z9l^T-=WFGKTow-S@kPChB;i6ty>oZ)aG*(Qyn`MKnX0}scref)G>ntDouyteYMxJW z)Jea6B9sm)MhG0*i2^^5zKz-UHkF2Uv9fU`hn;}kq<^53x6^EWVk(a zwDmVzj|TrVco#CNe+q%?Az)wF6Y1_=9nvzU!y%k?5@7gyaumpXSYATREWs5oOXKo>alO}`!X|l4RInDAI2%ab_%9HLpiD4&JA_FT5t7Oo+fqEqG(_n$- z(xyD%f|`_lQnmyt zWV=CH9#R*Ufx6;lmjg&R2x%0Fe0d#&&64MQbTj_7q`iUASMP!;*a_{DFCF{HZelgzIR9qsPOx0i65k7Fh($d1gZ>4aW9sO1cv_XM=E1kj` zU~of#0GR;w8Od@Xw3Io8%FY&=@4R5o>W~Yp?$<6YLpuh{==;Sb1z{ooc62{by@+_r zEL^WQNyGt-4p+3EEAopN94z_=e;q0*WIE`Qi{SzH#qfO$wlSO^gU{{GBZo!rP`8DK zNHVX*!w35w)?h4HO+gM1Ng%lCrx1Y`EPnY5BL;H`bFK)z68CP?AcAy%6OOd(tANcp$)shCDDlD;C=wa(=?Hgq?bBY(3*c!I6Y!rc zyw7jgFKUnU^kCjWOa`qPmfK!*Q#84GY(QW@qeToc7GOY&31bT@i%`CR3R{^S9}5An zkU&5~g`+Q5)7LCGGbW)tbZ>6luO2B6w_(kh(=N#gJSXPy21^5LiOF1Bs6pnmV^LUx z+SA&D>0CLLD>oNRA|7gZVS(&{4P@F{N78E0_}&(1Lg_0JBBx7xa4B6m&i_H8m4?)Z zml*6-+p8WXqFY(=kjoB+spcW=L8w`t$T(x#x7M+0*rT98Y$@B>giz!bnvYzow}r3? ztewUrwsO!S!vE{HLosRbY+G1RfrADWi7`t`R_Gy27Nd~6hRuY}4024cPi%7R4s9it z%|aQ64RrhEHjE4;_H*XA6v2`@C{7q$C{$^n7?Mxd@fX7Y{_~-eTu>9XSr&PccBj})2sb!4my=^9SA>j~M+NU7=tl-<2tx!F zQf8JpQiV`Ygz-Lfn(#I$I|;AtVsC<|79AuMV1PU_;cNUXl#^YQ~ z9wa2Cc$b#K+EpCrF}U3nJUpOXki8?+gPf4anl@1{HcRJaUM?`*Ygje7uLoaKeob)} z5Z9~AG!J-5gBDd~87kkI%cR66er;_)I6z$sh_jbCwV&prXhwcsh}9~y!N?Z+h4Q&v z;F?B|`j6`m=3W}j>b^oiA)pXY2q**;0tx|zfI>hapb$_9CO*bK%?v=PA`#kBgVP~EL-R#SwA!VJ4lPdiA}SoNB5MKo7-B(s=&+X9|9>M}f#m_%;jdTul{AK&Uw12ei<85z^J{i3yG8Fz&=+8p$Y5o4z2ZOH;8ZBDjz1rL3 ztMOIt*YGRCd|lmhf23<_DzG-qRut10FR^qbS6u&KwPhsIH82oZn{cwuIAKI#L2lyJ z_3y~SmX3k(2^Nyfx53@h)8}SW=Vy)csiP-n4UY`}o5rE`w(}-bR4%5@P2Zn7XB-+y zCi@KI)amoasS77h_P4j4B7^zsJT}gpJ296!_mJ_x>_f;pLq;uZV&c7!93CE~0!3ld zVBaml#KwCr>l2UXVM&}ZFS;H=FPuBEQO@?hv&X|-=6wMTd|UHcPlpy>N`ycs~>vll9Mv-jO#K%NoWH+9k!aR+4c&10(__cjg4<}84+`POVR zp3NCvu%O;^15m};NW|H8L2bS{v)b|UCQzHR0MvE2nn7*O@InQ3>c|atoH@8ifyW zVk#N#x-hgEig5bH0%~j}wE_<~XwCa>9a#;HMY@KD0&7#wz-!DvKsLN__c|mS9=}kb zyl?ad1G3?}kdbV-Gj-!H$%g!s%`i4ReW9XwByoddAsuPptiYYrzTXo*|9_v>pY8nd zj-TlWx39LnFZxrFFGP-q-WGas>+#?nEf)jt*8WlZj^~M!lim&8!RfB0_4>*M-ur|j z3h1HA41>%=*;G4`w#+KF%ppf>d1x1@bRRreSI>6{4U*#EMc>iqIn_DiwTGBll!hvUP&Vy2(-$CP98qSZiY@@ zp@JYgwIe!l#6H+%2U*E9mpNq>eQLeO$-N0wZ;DoNz*?x7WwAOoP)#0)5Wz)|O&OuI zm4RQ5jHAKEnoL=^U}H_yQW*})U_y|FUKD+iZ)Z$wNaO0ubT~;_t#{i2(_swGkwZlI z8G*|;cQ1qPlY6tF0loo)WX{Th^jhh%X_ka0R~Zg>sC7`J;*O@fo{J8{t#r`vRm=Ky zP_2`NLwm|U0Lc#>=`y>Yc`W*9ljKM?47*@XhY`YSY&b>}(s&8=U8- z4Z{Xopir5nPDl5P84ka$ZjD=OhFhykvi(?FWMF7D(Oc*J0P9N%Ucl<`yya?0lEW~% z(a;q08XSgIYZ!FmA&pUK0E9B&;)xmw)laX}q5kUnvt75W(ushECOl0+BUWgkvt1e$ zgS`ktk6lJK)Uy3a4b;V_>D zyDM3om0dvTpbVJgWN9Eq-X-wp6=zaVTACj=;^uQFNwscw9yE|;S3`6%>DGKF6RdDh z(J#>P)a?=)htACg;@u^P7I>UXyv3i}B5g;=N(? zm*#eFZZ_eb(%s^G?ONU23f=#;P_O0N{e8Rqb(-iMFWuGDIKNCDOGyG)S+;68xZ^~{ zUK>~7c@3jn2w=$4P1s1W`2cJDb5K+2PjK_zj7+U(`Yy>b~BBS*gO*kyGxeJXx$d?o(M=ZP1fs!<3i1QY@a0fm4mqP_Fd1+^ z`b+R^&)@b|aUZ#yb02tIp4&$YGbuwH7pbARwi;5xFw9aNXc+VTnAbZW2n#N)oi*~uRZ zWnv@2oWBtsL;t!Wl1_GP=<@J82t2PAmn+y#?gw2^9qw`)(c}Zo%^nq4JIu=nVKYMv zL^nscv7tU5UWh#W`50cU)H80?4p)X*B|+{(mtVsE|9s?l7?J+}9olC#{Z;W##QS6a zHMYC+fsQBIKi2-5wm)l|i2mnjcjV_HJ>mVK*R}p`>*dx!@ISWvQHvS)+rSmP^!5GE z-hBrI=B8#xXkezxnPox%GJq<=(uf<(?dLmiPiL{)1);16i9dWkK&Au=tDE;Io2n#lkU)yForX zMASmKD`7!*bz4;UE4y+#0@z&8R!X%6$j!jJJ>w*rG2m*QY>?q#m~N|9=hgDHE>xM( z;BQ9a@1oIMr4M$rvtVJKK(3kwZ+2TXyA|0lyDbWNNl3FhDpj}+Dpvh!qVwWbL(iwk zy$`$rL2x7As6dnje`ko22FD^Gh(tf+HO6(zCS^dIx&&G`Fg75kvNzn*Gq2SVh6!>R zhzaT!+!TOv8ih5Ps9Q$(H)6bFZ1R-f7C>GV%X^?}b6Tsc*R}DJyiVh06V|T(J-^D$ zBc#@Mg9=)OCFte)NfM-&>rKrTUU}e42jXDMx-5bkVVnu!3h5oO zkU>TX@(2E+(MYj$q{Akja~WDZq+AC3c)7Z%FR^v~B`IAE?w}Z>ZQ7LrDyS9a_;1P! zd5KE=V-m|H=^}_llO!b#!FRBVx~BuU^})=m!_m;S{_%N@+%)00w78D|RN z*^WlM2s2u7g0NNKx)DkdP=M&iWFTnBO&$FGKy!e+ObXo>%u*~m8KH@=tzHzZws-3+ z+1KjWG%@E%tTW@LQlwCoh3uZ)Z&6pk5)2VA$vY4h32&N_W{z0=xUtBIz(d8%ratx7 zb&N;BVjOen0j(lW2WNz!57e0OWJxO*MIsfhmV_=FJVI@&@v>l6fI+k~p(!+two}k9 z_Falqk+eBD46GL#5bcu6bHc^v_G%T?*hVKoepsvXcEGFKG1`wg)iiTxr298+ig4)q zJ4?fRnh=7~jKFe}&cHia35`RPsqL?t9y#_9>wBEg>NKt?dTykuSi|Gt#0(FyV8yklcv=d3OB|2 zw77uM1yX&0bc~&j!NZ%_^_?h}G-u%#ZkydG3NN%ld+L&Q1%zj<@6$njP{6nCScC-hjKs0lO{An#r)+ zTFA}sUhPUHvus)UdH#z}KnThI?}$GP|NrsN z>%H+$>nHVl;0f@9`k?+L{nz4e(=+jB;??-SBHG_mdO7~E{sa2w;y;LpfFISB2Ef-h z|3guy5Kssx1QY@a0fm4k zCnbeltjw^1obEP~a9?ocV|#rH2dsP`#Y?+MX6}>x?4o>92D6j&1B6s#hYVR2y) z5Kssx1QY@a0fm4Yg5%t z(iVaaU7hq_S)b9N$Va=~)k=cr1O(6U7ExT9=f9)}R4yYRBI#NzLkm9x^(iMH9toY{ z--_<^!?=DaSH-mi=Uvqr6Ay)7$akSCS1&AB6a&w!W;PR!uOm}XVlM?LJTY{|NTF`Y zET0e;&?avP2Nu*aXxbKyWoRJ+A?Up3P1y;gHAC@WUDyTUu5+kIsJuZNwUS#Z zLWSlK0_|B)_gylI6xEre)$9qV(nrcGwW5;^ZoQf^z;jH#-nYH}knOO$S|WXipMWY2 z^jfNjAec9^C!rmKFLe2f9R)!H2_Xo{XFCWb&q35X0xKC16ncA5dtxx4l?3Gq_U^GQ z>>DYtZx4_X=zvy%a%bL57mtbybSXu`Rj)-akk$;MJ7QGJXwlp=td&LGLt!-q)^|e5 z&%BcWy>k(IW#*mRqEOaM^8b+jlbZhbi1hc9`lt0@zx8RZN>B(W1QY@a0fm41qU1} zk<6EzBKX|slM?|ap4cWX1Y`jj#MpIXiFLF__U^TZw9JxaWsl?kl;P9^KOk_rz@8Y~ zh#G}-Rs_F+pjQaro!r914aDW_O|Bnmq3J6Xhc)$1ypJkgzZAC1H}4q0T7@FM?sKh zqc0p%ow~N#VCOyiTuWs4?$v26y^zixO>eaW%%W9WT6PA*^&1QQ1q#^Uv{tB-G>@N6 zng^n`+cLbe5D4$xdr8YcOTs+G|2Ou>^~Tm#!J~48{Qnc0{$>65^*_=7QUApAJ5yC{ z3ITy)5Kssx1QY@a0fm4@(0^hB@e!KK+o`3a@-I4CzwH`QzuS_rJ^4ZgiCn_+MK?*FH3l+g2BG4668+OmzX)D#W{=j1e&-i_mVFu~Z=O*K4j$Hi1B{-tmZ^Fa%1LUCY5OuU}AKMWfK)`IcIn7m0mtmO& z9x9+O@bH9}alS#Y6~r*zpar4>ocQJJsZ(N{23PeeBA%yV;s)S-QB@r$@6Vgvt3`~p8Tj&A-6MlihO@|P*0JdNRI$I#2OZ@M0m)s<+K8oyEJkr%= z_iBi+P&H||o0aB~K@n2cqbjKKBgUf!F6E0$Lsx1RUAKiH6JSrqq5}z7^U(;HhePo^ z2aJ{DmpqI+H?BK`*OPh(#&5#4F%1E)5O(bEZ^5?cZKls2W#8#%wYob=D(9T(vJO;H z?Rr|B^#BqPS{)IQuD8Ai*xbGaa0ey4L9V@i1vR~<@O~D<_9ETZew%8n&v2akJ7_z}5!%!?H17c}+ z1|JppT<$0tG6y6>NpC;#8qNFLhPw~;C)l?dCOn^`DJ;Z*?{6t{ab00k$B}s}2{_P! zA`leDp1VVBbEvspV-K}Q`v%~lAK{OE6NLNB8`)xUp(UhgecxcfA(NOK{+U2?8Fahz zZJXrIyDy%%?89xe79OUxaE5|9nb~6qFoU%)D}J$!=MC3FqE4*li+Fn@l2?GaEOMLV z`pB~TqJ;16eT45hCjdQm9MJ0qijw>PI(+5WVC=liJOp6*dNpU&h(hNeGbje$_I67@ zN%rmtPI2~bKE+{V$xWV8TUZ_an+vbKylO-K$>%hZ$ZZov+B`slJr^bfmw1HESQ$RQ zN!qgR&+8D#`yKFeG75X_^nz8Z4&j)XPs8gzrfkDdbr-Ye?o8q*d-aYGq`GVSx@+Xx zJ(tHWDX*t-BF5}Nh^Knvvd0@XwtWOql7`JhFfEyKDR&m_M!{@h0d~_o8@Pd0@+Z&1 zuXz2Zk`NyWLQ@XafXEQMf3XR+FuLdCC5+t>JSQiEX&u6xun?9*p0vek3)l2ZWws8t zihYC54|6*M(SgFgy)|-IpWUH7PP64|&Rmf_O~ajjh<@f{zHceQ2I9_M+o(L@n0VA8{JS6Hj0Hju?M(tL4G@oR2n_I(woeIyzl@;}B!dcy9jS=EDFb&g9=D0{I@(r8 z0+{k^IJE_^2($k`_*=-Pst;oLaa<_+X{4(gtn!U#30lMbFYqwQTO!UDlYWCQOgMRf zUxxy_5P*UMAEGcvuk(p%kctGw6*1=NBNa=_F}V0gs25`$A=nLR^KQzwE#zEm@X6n? zo8hapb$_9C0DihshCSrCA2%Gy>TWV*r{6y5 z=Pu`-BfJAuJG+9Tl&@J%w?pRji?8&yU{`<`hLyN%wa05_rV%^*Kj(^1I(G&SQrRAd zzC$+6dk-kI%c}gG(93TLfbD!XTrxr$6JS5ULCmhypPd;Hx=5i z>p*l!JJWH*t>o!J8shw)=d}gg7ZXI44RVrH4%!vP23?&^Kts+S&HV zz|d2f19b$bMey$oJaJ+)BILz+`5UW=xPit&3IjGZc$~iWiO|R{ZO>r?`-M=D8E*(6 zZXl2dxnG5MScwL4CTkrNMr~cqK8=htO>gfk+Oq&3BB4;7itoch++5Q7m^@ zKoDuRjJTp$z2GmE$HNT9&3TmQ2m%*#*RX`3DB|u4hp2;2A8f5#od!5>t?q5Zuw9++ zeWGd>5NA7`_YK?g^44=XY_~REuhX5v=>m3$>GGS}!>+R?Y@y>hWIB9=^Xl2Kux_;c`v%3$425l?-+-|F`cR~|7pt)) zcO=@ceOouSRqQr5e`dI)8TM6Ld3-HhO|?c6$+aXF9c+5@e1dQWA8&*5P?7nnpEBs& zB8H2zvtQ?6b@PLA{kel0z0J|H9;emiVC3+?lU)Z^*iO5gb^x3wv+XizRDB~I(N^I8 zKW`S7s>^)V%;%Pt;rzd0jz4#YrzS-02U~DPz>y#4;aYXscSbl*zi;-8;2lP9@{n*7 z2cRbU*CqoPL{Ci|SV0hiMJT5@g9xW*`uPnuh@3g@o%5kig$|UB7oQds$AFb>oc+Oh z%RBQsM}C|n#KD0N1zgrw??mtQ5Wcm4ql4uCo$-IxbX|W?|1SM0{V(JHtpBopul_E* zpdZqeH^6^490}D>g@8gpA)pXY2q**;0tx|zfI>ha@QsQ9$=c_^<03mchso7>doUT; zNc!4AiVYBCuo%?4NiF^d@n~$ibGhUD+W)%kVcbyv6aoqXg@8gpA)pXY z2)tkru%l55#U0%F_*E+pv+s-iH$`^KCaF_Mg)1mfRZ3~-RhY$0o-LCX>d-#L3CsBj z#honlwFXCLHqn);NQ=!yVX?VnTC5Hys$Ppn5cm11ww+IutbBdRDxMJ+grLr+i|Mj4 zUn|4a5U7&js6j#kR-&*S%|Yh@_U23hEAb4I9vA!MCY3M$bLhx4J)LFoHISG5Ag1?V|}zL6OmuUWB;6lI{$Ye-|*zN7{x4tAV6|6oQgfsvX^$+I^R5r@ayv&txPlsR?h&P zZ*0;m%Jp^9Dz5?d(I9y*dVJ?&+$-Em=e@aP49oG44^8xpHvvlJTmg=X;9I`zOaY;M z3P%aJZxx@XPGYLH=Hv|1URArzwN1uW3KqM~ua1B2sBjS<75o06~aGMBhcH;Z)+#bRD! zU9CVh5-XjUljfBgwjYjwz{3V*J}=9m2M5Xjqxw^t{*3-h`up@h(!WptwEh;{Q2!JH z3ITy)5Kssx1QY@a0fm4q--<=#*J5j0(djvITM#$a_Zbzpzw3mwtf6Ho0sZ1W)-p;5!ytM2;s%E7iiu#eG#%j4p=^~PfT184Rv9eE^UILGI6tWh@)f{63{UTH zGeI26g&ch8XYdeK|AITs8GNmTVG(&sfH3O+vG*qMZCuyA@BknI65CjoWm=YPjwCB0 zEm9ImQA-q8fj~%P#7$hJ$d1f_z>tIq0u&ZW^rk?R?CeX^rfJfoO<$X?Uz_D?zw}FA zn>Kx~O}Cf4*Q9&X; zUknc1^o462``Bd|>aB^Uzh3;qavKH=@C6naf_$@=Ngr#KRS;Y>dFH6qs-fok{j+I&cO5nRnai z9$e1mxFU^^ED@2{ut_G;MF?L}gm{vG7Y@WFq2YN2puj0m5tX87Vs|0@Ws3cpN?3uG*{YOX;5R#k~eMRDO{h^n51UNJO7Z4bl0COiiFuJ`SzE{#tSR3HIg$B$#DpH z11l;Dg2X}j<#rPXLcAKx1V`H`)JX8#D<-a#%%a7teu8;n2nQkH;RFGA0Cg{h1?tO$mcv|2xXYlFhk%F=6E$bx)k zU&)imW%GHX@lpD2wcK1G8a)y63lcE724Ep8aYDy2z~v&|@W(;NOCbLo7E)T!;IMHJ7be?4jCHP>F^Q_jj3sc^rzN?$6BCl8S?Y4Q@L30hK6fE*#aAVXH- zNpO?NGGe>jEW8$&r6Vq4m)PDXv2Vk=Cr>WU#NP;3pgM$>xvI_}92-T`q8UMK6&7g> z0GG=;oedDPEo5REr@|n03^!u5!yq9lcc9pAQsHT9^xlf>K@r%B|6z#i{~h6XDQZz| zQU6=`2h~&Rbv3B&P>-qaS5x6HtM3YbBK+6tN7Ua||3rN#{B`vo!@q*${Erb}1Q-EE zfDvE>7y(9r5nu!u0Y-okczy_w@BH()PD2(1V?W$M_v588(X{s6P50xc5sMeSv4bB$O#z+dSJ`({Q$bC;8OJ7F}HD-{SLZbwy`}?g)E! zx=xARI$7*g@l$w+r2Ti8ejK z8orHe_d?w*f&o-2mc8P-e}z7@JzERaU@DC~0;{sR#~tw8-;SOL{RG+nTVxQw z-&4P#ehv2kzS`RB`KJ3Dt~;L}A#c~*>kEG0k>fY@?rTE3HJjICV5RwVD!)XA1i@sz z(35FUhm{|TD}4#QH@hI-b-}nJxKZ9Ffnqi#6i}u*7Di{pI!6k_Pza5!sq}_PxNKb( zH%%<{91H@apBGBcc`6wSb-%B&+`Yat0!3stw=zx9Sf}Y5)b;oZ%ctE~LJU%b5dsHJ1mB|PcqG-9lm`Mfm4PZ3 z+$cej5(gUGOh!)=o6zENRn6_FflHS(klmJ8MKv_C#ZmBhh;`smqgxdB2lCR8sJ=Q zmq^g-v_I_<1_nEoWGc&~MUdq8QxhBSuP8z^q@rs#ir%(~^Un=-mpaPUiHV$0q3a08 zi%>p7e;ombj9TUkqP(<}^uhvYrXe8`cK{;Hmqb0G!8c~{UeH#YMv)~**<+nllFENM zP;r$mwMqiouu0QxUKB+J7@HXw)(cS*og^SJCR+p+(PCEqd0@Y6G})|h1qKme{1^9a zNi|Qgqag?^oop z^2*Z{B-*QIkzxkJhwijnhHvzkvI0o!sxY-#h+c`D?62fJ5yyydBXD3d#90q)fr1IZDc5a3({y)URpod>f5&MS=WJ!IB=my@jsnI!5~K8#3_lg znNXO{a1d#k2#*s}fLk7Y03;%6IfQ-5)aeaKbjEdS72u*&Y}j3z*&-q#Gp3M7-FF2 z;h#XXlk7nFj_c?+WRX~g&@0=zaQq8%Ak5=N1Ol5K%aq5)@duJCkg?KkE>3;)3OvjJ z>p%o011F<<)ENp^lh;%E6>%yI$4ildL`+@p+fo>Rl)TXYsI7vW7k)0Kr0v z>KBSQ0faGPJ2)V+gKks_k;djfpvJ^?E5pZZ*!3xjG{1grU=dybWbCye^NT~!%8?E( zrnX_$z9Rg_i%f*%0!+Cz*EG^yx#)#`O+&pZt^#>7C!1>&I#i3%DYk25>j#$+agam^ z9((>8%`uu_try@8eMBBkk^&b^w=K@llhq=koJeasq^72)u{NL-`;C(Tay{Gl6lfuM z{V6wvN9c^?%d_G%EsoBYr+KjsX?U?@tZ!&|<@J>mMm$zKNyrVH8%^M#Cq$E;qqAlL zDBH?jG=LDL6(>Pi5VIYfiYU-JTY_t0CbB!$0UNEl#2QCVN-ybJs{-Zga|kSOY<>Aa zzEGr94E4fojxN61?AIuwnI?1Swe`!jb{U}IHq^770t1Y9Lkfz zQl^)u`s8UV+qpbCc_1d1c^wlvtxBlDn89dmONs~t(=reH;-%c4trl}wABrPU*7m5Z zDrj03V@LkGJ^1(?4IjU~4If|dll^}%*scVJ!sFrh1%Ea;AAFzse+Azj3J1Rt`u$*g z_?_yf!x{Cb!}o=*hTa~2B6K74X?0!ohx$YJ2D`&U;eS_82fr9P9`*-+ApEJ|PXvEU zoeu2{el_%?!Kc+f3tkGv!oQ&=)X#;#7XRe6oHTRUJ7+C zZbQ&Lu^w`#9?3u%gR2|jaz;A7n9XMP(RJ!+XlXKw50M>o651!)DtA*$rmdSXU1U{` zI*bW>Mg3Wn6;Ho{vXTNE0qoLyM3G{P{UF(p>G^JP%Q_uji|-<%>})14RFb4Zp?fSl z36=At<)sTIIM0p%j--v07Y8+}=`>Dxr}SJW6*Nr7u?NUfdpet5z&;j=fBk++bzU!E zi=Vttcz}meV;`C*efPHoJs-A(PENa*p*He#YOCm5&w zrCE&Zc)}JRLrGAdZKbR0c5R}tAKgi14W$Z+r7e3r6SlI1mPnXZ9k#$bgrPf?Stf>1 zsSCJA58V?waTz2JKj4X=*QQ0Lx1!G>!WULQ-27M#5vd(NX`^R~wZ<`OTl9%++X zsn@3Zw1wzwY5F|Gi?-T?a>~8kbF96#%EWg6|I6w(0`c~TeRs9K!SfOK73HHZtw5?% z`+C&hc3|MXlTXL!{R{?Y^D{DG{6g`KB+3@ElqH*)H|9tQp~Fs zq>6_2REj}5_aQYo3#lAbytb>n&<+W8t_ZJd=yr3^@d(vr2D+Rj(oI7fM@Agz(UbZj zE;rFtU$jALej6^%7W3Uvro4%bemM#!X;Tp}ni_@%moppJrl7$l_oJEO$~?5zQtOo= zdjfP$(!f)@u>IP`K9O-x1q#gU!a`mz2>W{#rLG@tha=u~P|+oBqK+6RX`H8goWG!9 z$1R`@h$z8@UM+f zoCO+^pqzP_pmFz7cxSc}fat^_NlbJ&{Qw=W$&{NoFs=g60nqwbTif7~ntYBMp^veK0WA?qkySQ^k*&;l2gjd2DGEr72cwSwd+qWLXX14BoC6VKpP zgtRxN z91egH>`n@D7$HJr^=KEY9Ps&2oeGix+IC`j8LGAnpDYjSoH)s37=-pq_aBZiL_?@* z1W9%SM}lr9-`GfIte4PeND|{-yXh|77-GT@=eY6PqVHcX^X?{cK~a6 z^_E4$1XRh~hWt(fB+5%eL^fd4*-w%nUOAUJq$V0oB}%c7m7TPasd9>|=pJRQH4D*m zLl{(*DO=TG7n~yAXlx}!%?{YjsDEQ;YulOWXFIo)_S8=*Cb5nAL`e9TkWJ)N+1T{@ z^5l}ndhjAMiJ*Mxp%w~9adt~ya`LcPqsq?)2Ie_hzepi!E%!+N!dZt{r_tJy22pXf zVv*6eVU&cbxk)x|{e-8jx9{e$EhV2o)V8)3opCI!#gk1JW!9qOc3N3mi@2Bl%DR$F zr4ctAr(EB*<&u0ui{QoxRcq1v!mW9mWJl5X>v31xv4__$Y$S|b|Dvc<>hGz0)K9CQ2>**3Qjg-c|2x&iI(u+_%m^?7i~u9R z2rvSS03*N%FanGKBftpUE(nmH0YeLC+KvL^Bt^9i*yWaQt-qU))`)JGI)>pWH&hsVLTirL6Gp@1F=}?>hC;V3eU#Ual z(zVz6I`-{ztq;<@cs+V{F|FdI*5z-X!ATeG zTx2Rb9GTL(`UeNQHEn!iMjM|U9qsYAQ<3#vYm-wWW09!~+L_n|BpssQy25FCIm6(= zg9oWVSy&VXlSN!wFTXeHldq?77$<=^!Uz>x#PyN2*{P9QDgE6KU+{LE-RDwpYe&DD zzl0nA`dqwNzy)ypo~!8OTwle5cZfU{_Keg=19k<|MBSS57Uo7)w) zBj>#xXZCD>o7F=BTKU&?ZN}FTiMZC!n2629uV&#OJ(Y;2rDK0RXW&=o&Fd=Btds6` z#ddnu+p!qg0NXnK6-d{4cd@iGkFl|abL&Y zy{`2>i^u4-xYJF1X8kx<6FhnM`!=0Oj!k$w#`bQ+Z&vTiz=ItB+_>nF-|s7NEoQSofLnkp43Zdbk@Jmc*c*}W06 znD@(o8b78=`PcY5cJFqr_gXj_uLwTl>)9&Qj2E{nSmF05<8#NVz#6=`5r#u>SOJ$^ zuSo}nwikqW&qqDq+7#rU+Itp~I5YMjphd(^+B6~pI* z|G&QtzasP-p>(J-`03!&!3P6h47@jR*8gSyd4IV5Q|(W;2iktB?Ue7Ez7P1$`&{0i z_FnX=t)Fb2Z*{l)NXuA@*Ykaz6YhU@f83pM`&~chT5$!Gk5J(+)V~Y+z1z1(6+PN_ zXt=Lme#WeW_Bi(k2Rut_X?TCZeW8rLk#jg}33Wgg^ZH&CeHKOc_Ye0SlAn&EhY%ew z^F&v?XQ^96QA3P|hHDUIPV{&?ItG4b${ZJ`PWe@0)G&^h=GFBrfH~68Y|u`E86Yd zvgLqs@sZ3U8ArKK;5=JnMLm*rEleFuk+ zMEi#atuKx$1XVJKNl0XAyb`m}*n<*{Xf~R4l$*%T$J2$z(1>Oq+3nr2gO z22uaSp!wHPxIsb@eJ|Z$=|*|yHM8M;!-pVN=+jX)9yQ%?DrBk?(&RX#$#671AU+($ zCYI7!_?yK&vRaH*^@ik!N*9pfn`#?zr_n#L3Tag>PD{({cU(uN8ez6YcJm~wF} zGv<`W@QAmF{^lEO=U8T?!@GO;n35&oba)OZ&Vkza+J&#(l?|3N^eqW1qwJZx!B@v< z5zs$;Y+QaiP{DTmw zO>1~L7LSFEVp8KNM=`kCysS4k1&yboA#m8B^62cWqY${xYB+U`K}sk4F3H z(@`8AH7mwNAwvNvCC{C66n8nE!L_PJu{!sNAI*yqr(s15PNPppc`+KN;2#a1A>jtK zL28O}&a`8qIi}1_P8`C2j#5{bC?spcOJHQ5YlAo+fjI9U?vJLi6cB$Lg$ltUC3;hH zjx6fD&mdIak>P>EQSs?09*>$Olqlqs7lb;lJUTh)C{99<%@sFv!d;eDld)FG)zMm*c=ymG3@Yc|`1^R;b2LC`k6}U^?7ye*CSHJH6xo|f4mB8mi zpHhzpUmds*+#5a}{B-!A)GMKX3+xHEssBCr@4-*_^P!&#-4(o~rbC(VZ-=KsXM<;g z-yQz>z^{fMRNoW)2mcq;KT`i+|FzJX|D*n24gH$>LxDdJCBhd&?+%^|JFR^yvP5gU?TXN0Z*_$xHWhz`1zm~c!&DV&~K?93O^NkYw!m` zAMk%A^fds*{}=&AfDvE>7y(9r5nu$GLBQwP;*RE&cLhA#-O;|I!vjZ^cZ%=*!voQ@ z@(!;@b)Qk*?)P-KqeromR^Ha;+3JQKS$V5?b{Ok(9?bn|^}aby0ywpblH3bGgw&!$&8s(iz?;?E(9*P;tZk6PKyDnRJnUPEQ;v zh(d->=8z^Y^2MVQ139Cb!SUh#OX4Zvw<=2OhqC-oR(yqS?C3;>3XH~AHk zeVNWQkHf!tgaW1DWNTV~oZgHrrs&UfZi%`SU8El~sRdagOl}8t@j8lhe5bTlqHj6R}k6R#H;^f~%76@N@-I5vFf;6>`?_{6~Lgj=(t!$%)AI)>g1JR(aw zG(33l0+l97*FXGPDrPKuUKRs3IeJch9fX!?R#cUmp+7TA(6C!v)F#)m|IGu`xOa=wfHL>Bjo6o&EZ6~cv~7&x$e?V%LW?1KiEkcDZt ztc)x|yF^CA=CV^hCo732VFOEb3V>kLctEz6tP%GM@{af3CsRRlzk~Sx)V)R}Bxbf# zy^(LZ276hP$sn-3`A0{O%_K=A0MTk^okmbt)f>*aTtbq zpqutcZti!tc{(93C zYI)rA=bp3f-*j(vT~OZHjOcGXZRyl@-=4jtOA74w6c0vEMq$XGFuudbRZgb|@Oc7X zU~u#Z#W5nRks~`;&XXF{D#E2uF^8}y6pBp#q{{+`*ducxh8f(2BEk`rpa{@oCW6)- zA?gr(XI_WVj6%ym$1fZU?%zx=MeZSSfbxL7$)zLrwDk>?dX1pYz z5SJUwC*=N!8jlbybeKg1ib1Rt`Ox%-m4Vm7Uei@!435DNIm7$I}mQ^x=(@2!ub4Y{BO0bs~q5HMW@JahC?nZB3HNRvI@6Uh$`e?4sm+oJtCF{ zU9`bf2s2s_qJaSgV26XD@Tg~aQLM<>a7U=ICFO4KfxZ#t8VXLNR#P&f#>rxOdD8ws z!#$2=aV`iBt;od|{ie`BwbYDsA27?LAObo?bv?7lgwbN-cu+An+;q8)`q} zfzbfT$%tD5XKErAQM{alFcD5(5ivxR)@ZXTD=#T`d3Wy4E0-u1)MWNbQqN6Ml&n?p z)uOK%OG<#UTBMT@DICo}tTYjlilQvZ91T;YTwiH$t8Z_2X+*g~gBX5zdnZ$RLXKtx zS?OJ+U$YsC1GQL$H(W$n+ENaHdp9Kt4{G{i-c1AGcXo@jJZYX<&8^}DC{t(eL zuC9owPvmZWvSY^Vsfoaq6W)q;}Wi-3`(t;!1ICvihQYWy9|A}AV#%8SGQd=FYdQQs(zo>(rJqY07Q0GC*9 zq8*qK)0h|+G31&-%B;H7(n{x9wkoM)PETT0Cq5$@1v^+Jwxx9rNhUKsECQy&q5UF! z+S1}lW-?qMVgNu$#f9K#7#3MVX;+J{x38osPZLbIA_I@XSjd?(0D|Vy133v8Z=0M4 zNJ7i}4L7Z_DWy9+-tOKt1!paC`gxjH$}O}_Gf~?@#XdVyF4{JTzoz6jiP}`7%5@jr zI7O=~S-Ol(MI|HV7h@$;CY@qH(3vzKR25sUd`rAIh!a zuD-EhousFjJMv3fR}$CHjjay^UANILu@HB@qEQvcNhmXGqXN3B3D}hXf7{9ae{bmD z6!m|FKNkLm`Udrf!hfl%;b+vJQ{SO}Px!UrPpW%hlYcz?*>G5Wz51na1knIr9oE9{ zLMHyl2rvSS03*N%FanGKBftnS0*nA7aC;yi;x9tKZz`?tr2u*kTkCdmi8oVit-Ob9 z+hiK-An$Y4#$pSA_ zp6yh0m42{IoTH#t30<2{9AYrkTwb#3OGQ&Fp)A_vQ1P?~UxSp}rdRRMp$SXB;eNmq zZQnr85CW&Rg#JlU7sLNM{0zSEKSqENU<4QeMt~7u1Q-EEfDvE>7=dpc1WMi(-;N!n z`;|Ey1%vmv#R>U`oH=TSDV$DR;=GEHU_X3Q>Q^+Ju!zf$+7urgXYX)^CZ41dy|}%f zf`bd3I!teT)qWc_Ag z3vRe%m{aDA)0*}JogyI}?GT-IqGBX(pduq>>24Px{;)Df$9Zv5eNz6Z(N816er-z6 z7t`VxlpXdYI*$`mYkC1E)NxD-PEv5ZP!L1Ej5BdKi_{PWjB3dK-=cn2QU5^wtol!C zJ>UM{I=s(4VFVZfMt~7u1Q-EEfDvE>7y(9r5nu$q1rQ*w0ERZFMI0tD6e=EiVW>CU ze$S3}Ljghd|FG|FMNNnQTljG3heP)S-w^mxpx=L^z0mfDZQtg5GhXsPMt~7u1Q-EE z;6DWdxiCB{zzqW3>ZJ3E5v?HOisCYV7XC`$2^jY}an*7qZ`?JWrw8H^=tf2Xqm)!4 zVMQkuj$9)ZtMzOxyAiW+|FM+Pv12h`=cKlwFBW!vlJc?#+WOq!V-Mk z*fPRsBSZ1Rq66<4s87%5_57{0)!w+$eZe-EHTJ;C&7w}Xl-Cefi2gLwP$MTbOnwzt zou5}5jUr2T1$?{r6t|Vy^Vw8-1|EHi@H~RAAf5QWQ8VQoazR(hZD!d|`8T+8S&ziF z7F-Yc+xG3deqJeUNoC*{s7Rh6-~%U{8FBvHsCkv-t|$o?&B?QoSvrv%Cb~ij7w+@L z1pFlAwfQ)?)mYOmXWn#_A3-y%4!psyeUg1W-<0j`@bz;lmQ%0!erB>mk z`+RV_v$m}iA`YAewL$Vv_ zEUhJT0-a&=%SO$qq??%=qT+>{FwH{ON?Tkc=Tyi!>C3`k za!WGUXaU*(!-!M_+y6V%b#+Spb2Y2}s(M8I1@(8-kEkC|A5&lbpJK_!on!su3V31Y{Tplg9*yiatb!c0&suB%cF9F=FVO1LSj{LdokF zj{K##;o6Pjc5WjzS9L4(i@W&H%}K{aN8rDT3jk!h7oy1r0F!B9p;nAw0rr!sjqN$wMiw!_6#u2?aT6^!E>uS8ysk4U0=d zeX_T_bYI9jcDp2e7lmMv5D9M; z7?JtL!2s?IJvZG6fB(Q3)FFH+TX z7;O_C;SEp_H-Q36kZXN7H%=`q0If0$5=us+434bJTf)2nm;5jeW(ui=wQ?cg5bu>54UGIN4;;`l`>&W!_d~yV zfPNh?QM^cB8W#?d;tBn{-@ALS(z&t%b?>B}i-0m?_$sJIWU{O`4Gm9QDeH-L-@xF_ z)4@Cgaq$}$a>6(S8XZZ(w=#_a4oF)mmep&=H@FSo_hLM$78 zw{iOqsW3XqoDxarvxvkZm|`j`?U-cAvUM9?yEEGKh!{68Cc@b_IB!MvK*V2>l#+GA zJx`V#V50^&S=PGn?m+&r{%*L!CX*%!7jef8hIbkN0kWF9e>$h@%Ni~blG!_+Mrh{! z)2kE&hO*5-3O7XE8ic&D*5(^L_C~e)8XQO?5KAlrgw|$ATELI`sCcF!yfhw48B+JD z)-@WN>6XI|tz40E68@JkGopbITf)D&DK+KfBxBGJ6$MJfT3QkQ?Bg$)enyzC&9PC24wLv5bdU_-MoN2oWNVs{ zO_Kg|5`j6e4=7|ZcIr4tPhlQ|7=dg7>nJicEhMwHx- zPmu;**RK#$h}>PN{rY}P{FJwR+(FFAGIT1JG2f_rQSCNx|qB z3rk~J%otLbjEV=^3Oz9fQ*(r^DlylBb)(XGjbkjWkrcOicY(;l%|24{URDN}1@_bd|Wv#Jp1q;OUAb*cBtf=8w)?iTqzQK_o zY>d)~375w;da-pv7a^pKG8 zj^N{t9(<^s_z2&NkC5ud?%gG>{kuBVuY?Y&54ArO`dIKUgP#fgRp^&J$67}Hzt=YA zepT>)w*ODn#w=D)<(>m$<2ahi}>VIA9U#oBTey{s8 z>YoNLwLGgvL;o5|wCny=_j1c`xxNs1w)GDJAM*d#V83_9dp$gF@DshobP2yMlh@*&C* zqiv}X#;b^EfwX(a!d9*`l<&LW^RW9IBpd=8l5AR`QFnC}OHxQY<$F6keeTiX3bubm zio#;-xs(r5>l_LRR3L6D-Rn7G_0fTq z@&?k$T8u{UT@#LOk9{zN9_tsIgvtrGzm7^pV=g`D8Ix#avLth$!NS%} zMAm{9ES&{`GmEQ~S=O6f$%@dPn3)rLmOS7NNtL5^IfX?cE&Vd2z$SoKNH=c7i3pdz z&-1X^V9BJmL9t93NXe{0aHcNDF?|*uCoQ;eszY5%(G9q1G!v`FwIvFHyE?o`K6584 zn!G?o$#H~gpqT&`I=S{ms7#Q(Ch3#+drmmoo6^%zTNEIwv9e7NF^o}7J(;JTz+tjY zm|**Eh|)M!Z!sDAfdXDnC`vdSD9-KiOqc~zyGVhhRq^Fxjphp*I5b~1z~L~A(_J9$3hQ^RAbUf6z3_4P;op;*)PO1%a2I*GW2LPC@+xnWttF# zj>;|=UrTSyVPOb3S={-Gh8hB$2yl)naL9~V!6H)AV)lJzhv&Gxr$j$f-c3vY(zKm0 zlTTG7w-2?mL?at$4j?9JyqY>a8Zi^n|1_yqsBlTOae62yX`6(`sM&^iGj(~RuliIJ?6951+vx@FUH4-s_L6^g7;>f$uTK&2g#Z0bqT zZ8;^Ii-w4>QkfF!)kNW8(lVIy_z7YZs~j`pF}3E~h?bL%S?OV-mqWnWDDf()$znzk z9DO^#FBMOlZdl-ze=sk2<;}x%CKftJOTm3gj>~#$<6C4R-z?BxKE( zl2h!j4^gpJM;vT7K!8}UNRpVG(NE&EswaKqKi&S+wssUNtb;^-XBQ;74$up8qOlK) z{e-08X{x^0(IDUkX(<;8Jw(k>NpA_)KBAdqIox|e34Az@w;a(_FSghd*`2lt54DV5h!)E8Ge zh)r#{Bc7w!co?$i?p>Y{$7`WQhQ%~vt)#b6C4yJPXu9hap0l<&G){8^>Ger6*#zWP zqIbm7`;26;UVv5>TbVnlys}8zLOY*JzF`NeiD7G6 zOG9$J!+aT}#e$?>LJv45H)^+^IM2l0Zro_6!VUULwzqVqZB&Xm>;)h`S~LiWXQ@tY zdQ~s+t}%k3+OTwitx`USRT@oZHt38H0Ok}Y8POxCAPS)A!+o#kI4KDpu(Pb>rYFe$ z->IG$L`B2Y^6|8n;tTI9pZTL0Y1BB+YMzH?)-GyT2hFRcqdyDNWdUC~3sM<=>B zP{*1#IAG(}4>(INwQTnd9;Yi@Vt&h?N?p~H(`LL-u^)xrXn~%V!-$GRnw3hE$r^1y zt%^#4dwju6F(XiWeNYyF7$iK~p}1M7_@Uuj(soqDzOCFk<}sDGg$rPd;5C&dmDKQ2JRp3kEZ(@ZcObu<6FHucMmF;VCjTZjU-aZ zi1?;ed=>Q_nrOVba)G6zclst~rJnY0%;t*ui5zaB$)8v`S|Cqa3FvTwJxMK! zRHP`E-Y7qmbJS^1Y5x`qn7dbb8g0pet*w^M$lol|{avRNhV4qxZ)(x8%k0%nOB*wfRG;0x6C^i}-U=#AF( zNTz%LF7bfO6lP1VKuvF1)`hKChK7;1!MlnXv!UJ1w$y4*X{YMz?JaFlo}Sk;Ph{uj z=ddosT$|BP((kVM?s~t$gMCMa`-ClD!y;!bu?9hhO$wcyqBViIDwl}o=F#%5$;fcS zW23Sqr9PYk+gm!V6f<*?^l}`NO0@q_rZ+CW_h|Tm|6l>2S3U5kD>SIW9!UGBI2{7( z#oi#5A#*)eSuiiag0X^j(RA`kEz>&#dp!<5r?I%l>7Y@09UWF3`W3-Wv7j%?lS!I6 zl1%<5JDhQ@MV0|42z2ZKO~=^-DuQ6i%2N?^*}Z%Y%CaJ2c}f~jP#fxcn3o#ujib?} z*96)k5%P<$rGIWju7j^nfC zWQ(;sx(AV2T_p2jnQvJ#Hhh6`m`rCim`(|%{ z=oebNf%m%pEbuSw9qv1Wf7<%xmcMTOCI26UA8q>)|Jl&11E)iGwZz=7)Q@_~qBkgYvydp5;Uh@UiR|oHF`Qz3@u3u|^eOs6MKG#Cv zm%X2AO{$N#zP0u9ZNKGL!}q#A?3)R_v+dtpPkO%JciR6;-q(h|9DG~b7ejv^R=q#v z{;>K(;fLDWf~Pz?+8$TeTizS~ddua|$6MEYe-NAvwzj^e<(E7k@vnO`Z8M=Bzt`jQ zzrW>PcSe1kXVw48wl{eGGQ8Y!)Ayah?{gn&dA<8z+uqgsPi-#G1z%s_qu%k>pYm?? z+zfre^V|NvQGeYt5?Bd;hwoE?&$%DJNW5@I}`LfvNG2Oy4*jpQ2?V^a?r-$tXW6to)bb zt68B6T1`oNFix0fVXrTwkmN^vo-OXxVdaMdp6%|Kki^Olk*yR%sQ;jI3@INLwrARn zLLaC6V9>L}J&QA{5TD8q(2qkshkA#GhLr#Efaipp)*gp?4jYSDv4w?;oJ=;Yd_T4I zP;XQ`Lw3^cDIcN&&PhK(%J)%4lUN6m`A+#>YEK`PZES^UDGuQ$4;##2+0&z8##_Z9 zPkGp20uEkq*nqN0semc0yvjcRYo)X&$N$BHCISmpJh5ZFH1FaE9_$I;~-rSfHJw@)pWzZqJdE8bDhw zC=8T0Q}_D~nj3uZriVP|-Ezg&+jkTzDyPz2FsoF(D{mxQd;~0u?GY|sU`>I&9Ckwm zU3rc`oJ0d~zorP*mu-2LPBDxk2283@OzO%_YAsI6VttOND9Z($V7Wo(LPl{O5c@7t zVJhpCakXbdUWX+(e_afm}HRbV0)+7gpDknO^ld5mP;jXhRS zv^gf!31EGVbg^TYqKkA_MZj{E6wpItMaBreLQR#rB-v8i#^Exlcc(M3+TqM|VW}uA zljwukTA=KLEJ&WC&QnE)B*z%TIY&xpYj8b+BFD&!PS0f|L~X>LhVUctNA2VmC?E(VimUE>o2-OHrQ?-z1J zc3AS^<7B2d7tdg$YVl8sY^TFmBWLs_K?`sWZEwXI8dm?zA_4T;wKODD5<_``Oy-tI z0mWeUM9>^s-q_A9>!jc}BvL`_?S(8wa3g|q28V!1mL>!`kcx@8jrjAFL<~~Mu{b4> z(%P2f^^%~2wQ!rG_RgdLiC~1s9`amp!PL2tdIbBw^zvHzqBwsdRaw3L0|#G6mkDPu zF2Dwlio+U0#Nd}UkB8D6EW#}t-0=uuIfWfrZux?2AxZKomV50!&!a9mC#+%@3qeWx z5LkzxzfFpL3CIP`hRr#1p88*=va!KBM^8ufIPP581jH=y?j!~TOlC_Y&u3`R*?80B z%4vhiAtPv>%IH%x-sAwGCu?ciO2wh1($7+tV!gO6mYO6^ms)gjBgCmjpAZSLE6?cT zL;(`^n0digW5h8uVUC&b&8PBR{m=-Jvey_!-J@g=>+2o2w)ELFbZ@lFPhd|Rr+Wow zs5^Gty5jrh_a(YtQz32oj*UN@x_AQ%ARSIfE#lVNtEd2T@Y#|cC&>q8xD-%y z=w27rf7}Yf1eKw?PvQ$~k_oz5h57jybqZ2$(7CocN>*Ay8{Kv)({@Pf2#x=UIC)iE zIV=T9az#ii8?z6J!CF4vE6o1#^6+dP%cRI61SUd$;a=AOmC9eeu2Wi5a!BEP>NnG*(4U+PthG#iLt+}5BgQeb;3!5owTMly!GgzGUwxEgV3dE+W`z zoZ83wD4oB96@=L%sT?$S&bez3v7I@V&8_l-1WkEjv5{#v@l$y@ zV}ZPjrlK;V3Q@h2L^Uaxu}l^mPa_{!DKV?9rg8Rm9`l6xfO;pE6V^(ivtm^B9esev z5+ii7>H7_4EIOI-K6xAi2jOT1vV;0oX&k+mB)Pf#tFU5jrvX~euy~K0S;_v_ArG)Y zc_2-Aca!|CvaW3-%XDqC*IiTqh9BwmNg!+`t}qv%MXYoytUngccT&Hr%`;o5Jew`# z4k-wo76-Kg(f&hWN>-^s4-qY#n&qG=LTjsJ1A-XX&i((iu*WKm#JnbTxwO#zNxb?; zdNrO(EbD38*mS)e+kI~{Q~GBV^)t%$yHMg+v8$jz*5V6A;fOiB0ytC`bci4SLj9ga z_eo6iz4-A}I(&Q*XLyZeT+KC)>(@g_+R<`RfnEQ>@W;ZD&>x4+2LF5TaNt)0z5e(5 zkG6lZT}K>%i#WM|()&5@#nvyjP9Qn|V+0rhMqpzEO4$w{99<76PgeLmsrY#gVv3IR z!H{0z#Js{&w9wC#pV3MM2i{&}uhyp3Q8*x}=t(JbH4+`=W9MSDk1{K8>SZdfre< zYfz2iSA95)Oh&p!k#JO1YE{V`=25c4rZ;HoOZ|#Tks!}FJWuYh>Y53Aw{AVHB(TGb zEb8@Z#`{M5iKI`4;2Yqg0yi&EU>ag(hQ4nuVMG=)S;IrjUeROZ`Da3*8$_w>6n$*a zEvQ|PpwX_0#HBj}bbzN_DT)p9S$QhM;c2UWh4QeId6MI@C2b(pniggD>Pz?dy$6n6 zQgEyO@oa8_j1~s&WAs3iW(<7URK$w{WO^Zaj0_EvqN)MucJKY2=am&m>gBO)QlG+K zT;WM>#BCy8iAdBiX^hfKA#u`StCF?uJX>GtlO<8Ud@jDyRq;3!I8^};8f}hMXQ|ES z-PfzbSwCGtA!f@6o)q^S#81hB_1i|;ATw)o>{`wzsw@S)6zTnbWjX4IWl_IsGQZ;( z9H|Q%h+NSyHnPOIRxAKw%CZsq&G0^!=#XD#LzG1c%!Ini??&< zc_jQWkM? zst^|+_4_q1++m4Dn$)u+8bG7e@FPc6tz$Ny82G_@|CKu$qzWfv1Q-EEfDvE> z7y(9r5nu!u0Y-okU<4R}+Y$k?|MUL;wj>=lnh{_G7y(9r5nu!u0Y-okU<4QeMt~7$ z7y-8bHw+agWCR!iMt~7u1Q-EEfDvE>7y(9r5nu#vTLjqtf7_Cd8_ozY0*nA7zz8q` zi~u9R2rvSS03*N%G>ib*|Jz)jQ9Mrtlflk*x9>>n4|_h22PY6};2oP5<6WT0fr_$z zSod`d4!WLIg@fTJ;$h4SKdu=#SjZ&fxn#c9vrKd<7MY1@Gm(>{F+^ak&ZTwv+fO2T z$f7YTv#7@ViG))_yn9;^(M@O~EsgbeB)CKKK>_U&fJtE>w)l7-EQ~ClzbY~L! z7+h__<9NDW!c!Adv60i`RH)Wvmf5XM#ZJYhV&l=+w7seFecqPP-##&}%}x$c&&DUT zNOWcd5AfemY&2$nhBi5>s?k74tyS+)tNCpGVA9ud`n2ojTqOm}6ngAZF||sr$8A7Y zzg($Dlj@`|Byp_9z1)amYnX!=)^n}P`Z_Yy-7xX}-Gdjs9V5G43PQ~3SM!$;P*$Id z7Ym5dir;hO+SG7+JlALYp|9r>zK*^=*K<{4&0s|vd5tIOdNj3|cf+w$G0JS^!vk+( z`CObri=7&sh|JK?#IOWom%X=46bq|G%iVoF^4baooYH6SxyV#>I5MSm^$!kqTO~V& zjO+k#w~tP%SJvBxsZu#4>vzLZW4&Y;p!Hrg$1Cf>c|r7>Q8By`SrUPw@;0`pezNQ! zdiDF}Mz73Yk9xL-)Jx(ZnL$Mlzz2*}l!EKeGTmd2-E?*5+g<8q^SR z8Y!j%%8H3qcD_70Su?KDh{mPle>^Flz4!ILj^oE&Z#iR-vSwdu!3UVpBIsGZ-peRLW|Aj% z=X+VOLl~43I=ISw3>j*EZDx>Gb4~>XP?&wvsDjV7xU%^7`82=)%TcL#rgfRGZh4w2 z6UtG%`50X>zc$kYe|L1w+i||H-V&u6vbnzMXN%8me@x6>Z@XA~gh5JHkS4#d@wh^N zYVf<0(Q5Ays;U~(DY9(zoL0Hm*kHI!1o82eQXGwI>r7y(9r5nu!u0Y-okU<5WrfcO8KLc|Fe z0Y-okU<4QeMt~7u1Q-EEfDvE>7=ha!0p9=L_9WyEFanGKBftnS0*nA7zz8q`i~u9R z2rvShBEb9qO(Eh0i~u9R2rvSS03*N%FanGKBftnS0*t_Ij{xugZ+jAQ2N(fHfDvE> z7y(9r5nu!u0Y-okU<4R}O%dSz|E3Ue0!DxlU<4QeMt~7u1Q-EEfDvE>7y(A$wnu>W z|E;dCD&f=ZQ@)?|dR$+1{fv9st(hHLe|p*1v2UO2xjqrQ(~5LHhVX&ue8tbABWh>G zOA6WPeB=xcSvy{*sAnvmDK5kl6i_l(GZSJgiiDH#Tw%PpGOy>#;VEULO&NMpB%%nC z<<~~^%5o%5k!DEGCvvG(3SV1JI(YD)h}tR38p)R5U?1ih4JQtmz1uJC^Nx+}jcBtQVQp0(!2``dWD7T`6BjXQ%5OSDdu8QsisX&q2AG z_*aB1whDAcFs+PvY9-r*B38PYwN-t?NUc^%0cOpnf>o?k(|RryPuFIcGAXU(6IU|z z`OivqPR}H>b=lNPRySa4jf%~*6S<_GtKD45lUC^s@NYS7Hc?#BGcs6nqYP-}mNaq1 zFh#Uh$Lr@CwACuipsJ%X=S##(bv|e^T&iP`StXeybyRGR2m1nshqWp-xXn@Lq@G<( z>sr^Op375U?WO|ZnxSB=8jKLI>xY+o9mkHjp7jZ_fOx?1baru3&rRmCi@Ep;$*p|t zr#XkfsGWwShfz|^0a+nCA`1(tbgD++@bb7YO4~$g7^xZ<2}a6u0JTEiQ;cRgvWzsF z$Z!YyIC|nBqwNhi$M&lkiu$|Pw=Rmg`KFAkP4JHj!dVov{k&8~D%(qPtrawcwoXwD3ciY=?j4th{o)hv%;CI>)sRC!Zw!Pjx*i0j>+is3|5iDuKq zm5gmP*&b%AC?wltOJdTg@0oGB%5JE3%@D37}GYGTOLaydPsB4LnS!3X z98YVfMkgX-WhQ$%ZF@JHNfq+W&dNkndLo-kB8GXrQmPWvEh@6On9~`%@k(n3y2K9h{+lKEQCG7gbfD+NisletuKQFjhi zL(WvlxJZI_Y&BB?iz$6U&*_7y(A$TNeS||9|V!mV3qs zFanGKBftnS0*nA7zz8q`i~u9R2$%@){@+A`|1tuM03*N%FanGKBftnS0*nA7zz8q` z-?|9+scUz9>-LX(#t1M1i~u9R2rvSS03*N%FanGKBftnS0*b=+f93*4fDvE>7y(9r z5nu!u0Y-okU<4QeM&Mf?0p9(iKf$Ote3i~u9R2rvSS03*N%FanGKBftoR0za*^ zDIZfpUu*yAwr^`yJRem)7VZvi3BKy(hK+aCE1GoksjRP~x7YQSeInGvl%7U3holwM zs`B>}jt~=-Zz;TlcvdfLL`8rJtD1VDBh13`OR3dO!_`%`rjbGsMvFD3rk~M2FW8?sJ3TlXM+EUgmzeaQ$dquSa z$W^9zzEN##gmZ+{u%6oj$34GzF-~?wS=vAc+ z+`(O@%yVG!Jfuk_>bBN6s<58l;+%tUTO5`7Tx2Rb9GTL(URF_=5fs}QtlB~N7bs+` zzZ(nTN1F`(tSBuVjRb#QpTFemICIAJ>~S%qqbV5|ICd4Q3<{5mn3$`2uCR74o-XS7 zOHNQ3^M=RwQtCMt~7u1Q-EEfDvE>7y(9r5nu!u0Y>13M}YVL zFFdAPA|t>EFanGKBftnS0*nA7zz8q`i~u9>azlXk|1UR+aC;a5Mt~7u1Q-EEfDvE> z7y(9r5nu!uffpVD-v7Vwm~x4X03*N%FanGKBftnS0*nA7zz8q`jKIqc0p9<=+$h5B zVFVZfMt~7u1Q-EEfDvE>7y(9r5nu#fcm#O=|H5O+B{Bkx03*N%FanGKBftnS0*nA7 zzz8q`FE<22!6C(`ykGH;wB@|-Ygu=HAoP>U`$Jz-h8l0F_o|G{cVqmDuOk|Dzj0?( z=#X3{o*qf+nL=tIrRN-BLn>Y=>t=k2^=nrtG?)9ifDA5#2qez5(`)&HzLKXP6g6Kc zH_W0UCr4vi-EeD^86OKC2vAq>P8`h&?(?&1w-HqFz-) zdOnd$tvUmCIV0oL%Q`zXTGhxJA^SFNts?-2y(0*NVgK1oSQLagN?fK`G;SjnjTxhg zdQu}6%_gsv>ke+%Bz1G4N6fq^06;GODi}l$81srl40f!Kgu$V5?;f4)gDsONw!G>v@qrEKZTbkr% z7af$A4?$q-ZNm|cAk=5__CQiHmSP>cZus(=gRC1SZH}yFc*l)p^=4#$S<7;>iw?5N zhaju7vTxE*q8wJ@c&uE{cx?7DkO3?^i%N#PW zys&o!8MOrjv_&IQUp3_jBftnS0*nA7zz8q`i~u9R2rvSS03&d_BEb9q+m&+M zZbpC+U<4QeMt~7u1Q-EEfDvE>7y(A0aRhk(-#AvBk`Z787y(9r5nu!u0Y-okU<4Qe zMt~8xT@m2@|LsaSZZ{*q2rvSS03*N%FanGKBftnS0*nA7&^Q9T|8E>CPRR%`0*nA7 zzz8q`i~u9R2rvSS03*N%+^z`l{{MER9JiYhU<4QeMt~7u1Q-EEfDvE>7y(9r5ojC% z-v2j_6{lnb7y(9r5nu!u0Y-okU<4QeMt~7u1a4OZX#ekZwJ4!q2&}h#$$QrG3H+U>pO6&Y^!JtG2;zv;LLT{{!Mn$2WaQi*6fp3kQiQhKgB)?&V~RLWZ%5pEmH z)Lhif8fDfCs9D_&Gw5WE$hwGFS)=IcBC29)mSb@?l)u5SoYfVZZFfYmt(WWt3Yb|L z#ry1-?*xT3K#&?>Au5%`@ND99r4E3ihmg4c@GL)Ffkup7M2^J?nmxM>1x7 zWi_43ES}Qig<`HIUv8R0d6SbZH_gx_S31jk!I;unY;!!hS>D^5C7r#iYlzHhy5t*4qrB0R7Z+>e2{p}Ou+U(>|WG1GKo59*OJR6FQ#_Z4h z-8WvfCb_3o$hR@Qu#`>K;GViKl$#Fjshh4j?vcg3P~20mQ5$eiy)3si_n4?UxJN#O z9J1av!9HyNZ%${xsTl!AfDvE>7y(9r5nu!u0Y-okU<4R}+YtfY|KE;O<2Ew_i~u9R z2rvSS03*N%FanGKBftnS0?i@7`~T+f;?#@)BftnS0*nA7zz8q`i~u9R2rvSS!0m_t z@BeQ{s&Shc0Y-okU<4QeMt~7u1Q-EEfDvE>7=h*x;QfDdcyVe*fDvE>7y(9r5nu!u z0Y-okU<4QeM&NctfcO8mBh|Rgi~u9R2rvSS03*N%FanGKBftnS0*pX&2!#9}SK3{_ zp|mBuUu^yHmTC7dx_%?{hoR1Z$N#U*mBguEDg?ZxRvE~!bg9(h>*(xsuOAS>K%%Jv z!op=UdFzYv?T%m{)^iH(Vg9HYv_qSm8X1dBUC_?NE>L8^Q~?1?&PAr8!;vYitAB8? zTSKIh8Et%abQJF=i}UGJeo4=5mL?$@ctMZnYKI^+8#S8BELW9qW9E$E32KzB>~LH_)P3{Y)W(B zc4}fOHgbBLP}aK2bvfdFn2!150!U1h*UETk;@1s7fDc2HLSF`FAWf(86%-6%;k#ICV zucvDem6rmfA{qRC6}*b=T7&Hy#m;wR89v3m-T%4oAM3^gyk26 zoAs*^%&f#SYpZ(nTon%G!EU7-(({R2YL!4PCm%d`@SsyTIGEhZEUR%~7dU2>ykw#BZ{_U{_$psFCo4AKPjHY`X-#5OvY1(x z10VSiOl7@o7@ErRZLM)sVLeAJ*7xSv_Qu#XUq>|Rexr=QcP@^wd-Lg9p&&PSrM%Ta zm<>`kMq-BPktu4UK@+$IeI1$##gSf-Db+9V4Ti_OLDt0P16&sJnrZw|1 z7|Q(G96w>1HQ90Dg8O-fYxb7f1nxoTS~2NDud1D*5hM`%q=H&P{w==%9vl9p-iPnscyfswsUipDVmk< zl{K1pI_i-R(I@L|!$Q*EU3z87>+2X8a9`gpr(DDgy)38_yHu3a8LEDye20TaYNQae zaaG2e#H(1!R2NpBYMsk)#0KmvwTjvAxvXq`yb#ap1(Ue>p^D$iyPfT>c-R@k!hBQ4(ay2t#{oQQ;f2nruTrVTQ2rvSS03*N% zFanGKBftnS0*nA7@ZurB`~MdYYp#hAU<4QeMt~7u1Q-EEfDvE>7y(9r5qPN(;Qjwg zg*?~G2rvSS03*N%FanGKBftnS0*nA7zzDo}2=M;@#lxCwVgwigMt~7u1Q-EEfDvE> z7y(9r5nu#fDg=1{|572(^)dpC03*N%FanGKBftnS0*nA7zz8q`FCGHC|9|nY=9(A* zMt~7u1Q-EEfDvE>7y(9r5nu!uftLya-v7T;$aB4n03*N%FanGKBftnS0*nA7zz8q` zjKGVB0Pp`_Jgm7UMt~7u1Q-EEfDvE>7y(9r5nu!u0Y>1ZLV)-GFBS4!FC)MRFanGK zBftnS0*nA7zz8q`i~u9>;vor;BZm@W+Ixzy!&A(hR2+%kr(Pu!(N1VpF&*pH_98H>}O`Q91ojcCaCTWfyY0{)Q znl^27G-=M}|Gk;r#m)i?EhQ?ySpT8r1+eeUo0)Ikyt&^DDdPuwC~HH*N_TK<059;b zr}sdw`JFWldM1T<`AfuQP#wz;)So?(Df3s?*Snuxr4>>%lu~CjnIo$Cm+O_5;xH3= z8Q={{HZPu*QqU8dr@WAB7BM6x=Oc?_ON(l7LYe3u3HEo7D0QtJ9rfA5)tU7)=Zzao z6KWy}fx-BUnibX2Op>4?Rw<+EU1>EIR)^9H(`v$;M$Rl~Ms8w-@(E5%Svi!tq0oX_ z@3@?hJWGsJl?Hl*crHK>a^;(fcJ-oxx(#Fk{_1Vp+>h)tt6NVf6-ufpSOONW{?qk} zd$gkJtDR5>jvb|TNIbCyEowI{3dLh)V%H8KzpBFf@xWbZ;W z)m)+$Rl1;b#LzXQHwlt(-m^qk~Z$i!7)L^@PU;2767NcC^R>&-hqycy<<@g#4|ypx1ie zQqXAuQOY;;%wSxJbsQfWI5ggy4cwp@8E#O7G+TZeS*Q=xKiHkAU`FWCZTXcYS5K0z zSJ|tGmZ6o5gAN~vhgn0Z^c@)P9wY2|=hh&M$0Dhus1Kauh+R;FU>o$PT~LEy8+3FL z$)(CPt0t&(o-bvG(xGT1wM5oc=Up^!P5&?;TL_i`S5s(N-1SA3y0f~S_Kq7ESBOu5Bmvr&U%t-_!0ulj1SA3y0f~S_Kq4R!kO)WwBmxoviGV~vj{l_&NCYGT5&?;TL_i`S5s(N-1SA3y z0f~S_;L=Axj{h(HGL|`%2uK7Z0uljT^|}torM!4^%x-_4cYaSG}(4Ppe*1^}MQQSDh(uFE1_o?munS$Ekrfu9DR z4m=(>6&MQC1>B|oQ2IpaqotwJouySJ-!J({$%{))lR+#0yS}7oD4tTnYAhK~ zs5ATG@tM)Zcp@|t2^Vjja>%&lc7t&PNj#t?lS*nn6cfcAH@MCb?`=*Qk2z&L>X32E z5reT%P7WJf=g7&VQ^pCWjN?uj$DA^bI%OPj%6P~r<3WdvTZRqBLd7y)=hgRzj-ZZ)_HYwecn4aNfEwp{0g zYwH$+t8k=SH#=qAkO{K;)>{24f)*uQa&M0pc2`j8`~iyxb|{Weyp)R2hr~vb?3z3D?#N zgX{IADPDU^dlI<7o{F133ok25~2^1g!uqBVy zDG~U8gTP2;t*=_`a=Rk28TEAXu4p8sPKDB`IQu` zpp++Qphp=P8tdKHJEADc(D0ZtG=AWKa&Tl|uzTc)vcLC8L!k8Nfp|ESio|0|-+|%o zF=7OhnJ^xUq>`d2&M~@(fT8G!I;$qsSXj-+GZ0Iuz;EU-n8T6SoHZ6J-8M3v@yIy@ z>2zB`-E(sZb&h3uG=-03DiRJ(C==Zy!T#CO5IRsL9Gvz4i72g z2YX0GhK7~y;Mf3O;9pPgfnM`Fq*jPo*BBu#{xYf58PxNZpQ|iFOja`Dw7weXIse@0 z+M}zXRw6-(+PD! zjitC^=$6lh;ClU;{>
OFhh4_(L1oeiVSYuD=pqi4fKc8?`Qv_tvLp03b&3?yns zPbd{)qViR8MgWIOhC!j4Ha0NWYqGEqAn=Tj1&3#6lWHn|WaqAiIT=3R8aX~RaA>?Y zTb&yeBc~0DkY>wIBMbF``sdu8xy)bP(&B#E`ut^?%uTQBwS`L%8CprBb=a=aG6-6I zFeA(~@er)?MQU2j1#68jOS{kpT+j<^G$!JO#-m$KAqxKTe9e+z0rNEb=0?p*UgeI0 z)qn`OJl_V@s)|-qb5SBOtkr5(D(V_k73vxU(Js!#6Ok~D3(SKe8-nXKwEkaHbr+sR z|K@!Czv{lKQ&o4B9WQGs^9KGQ@b*9^FdnEc{axvoO5a$zR61C?vE=6^PnW#9pW@CfM>n?C+<(WU*TSGce~dX{jlgGMK35)i*^-NxW3JXaZVmL9QL`2{M|)| zyUyPI?S1dK@}Ab_mX5~eU5%}~l;-B$>|awe`}@@mlbm<5>#uLC`}xP7cN=&+8=E^C zTbpxvCphm!*XzDCwC4*Qe_n`pob!%%{pFJq5Mv zoOjfeH{0}%aNd!w&prKLpZm?)_dqUiXlZP2&&}H*&U>iqjb&9^KeYWvg?JBg-h*AQ zxa#3;?($m;@eXs|VN-f-(=fz&hn(;Za^AtN$DgeD&$>VPL7_Ap;JgRAo;z@8`7JLh zFT}f_^X~6@cuQ*Zv7ZeV;=Psg-rDt*P4lH+c}Wd;+Z$V&8{6{e&H(2f==$XLt6%%% z$)^kP_H*9;uCLwytAE<`#qSm3-N$+Nb^X=u-`xNF-@mL7Zy)FF6Y)ioJC&A}-EA$q zTUw2J(aU*zo$&T>-X15sLCzcO`cUWHRnLFvhml_BLp!URyLNXp?`~~3(y*8F?zPIL zdTizG=DgibcyHmnw{-p5sPjm}4pa@op`~+o`%WVbU7WY8>#_GA`i}>%eLqice%_lo z@6BQw^7G!rd2i}^>!&aKT>b5@;c{VjcI4*mM$UVqC^tXv9?rYR3GZ&sySwX!8-DuT z#~w|X@|J_|F3!74l*{s#!@HC7?sUStgY)j_`pVxdLW5s`G(aI+8e4WMEp59yI?OuR z$$2}w-u>qv9eeu09~a{7;Jh7OZ|F;AzWz@?=e(_?XDzL}TiVTf*3Nm`yIw#ge28ox z(vY9Gjq|p3J^Gb~8(;IIrwZ}5a^BXi521jsDS0J$p=YezkT)cwx!KUO7S7w!^(xj3 z)feJz=Df{aAHV0;&AXoB=|%eny951g@7UeeX~^BqdAE1HvF3(XG(TC%(rd%p#Ce-c z<A z(!g{wpWJIX@3pu1Z+YLd+7~{><#K)K+}+k@t{3Y$?|M;ge%^JQcbya7YdG&UU0=R$ zBKkiYHk#AWy1QeCISp5H-mAOb%9`#ig?MW@Z*A9;8(%u|ksCX~+d(#paA@1z-fV8O zYB+CA*Tc^p{??wEqlI{@Id65>Lri_U3-MmXd9Uhv`=kH(fuA3FccJvI<-BY2VP?hQ zO3r(w6W%qPcTLw9@2}fZcG|crWL?mz&aH z*lMfX%Q)|4x0Jl=|30~J+iw^SnvH6<=vfu#tuo1FeMGWnR^Cd^Tj_+ig7a2%{mk5t z+R@n3PVJkhXXTu?yz2w#q~7p~7LG%H-ZIWx*7ZYo`M?Kn@8GJx(Y6FQ zZ=mb#;YZXL|K)HY-crt6+V#IwYJK0}m_dJADZQfH63$!F_3;<(uK)DXn+x&!Ij_I# z^X%^noR{|>V03nw>zj}B`nulQ`JMk*7eqUe?Q2+hy`0zE^*rht-StiIvijDtBe&d& zId8G4+|0ZfXn+6tZalyHyhc2~^VnfLzx9|0&wqYy6Q2L{Cr9x7hd(LC^Xt#qj^|e& zr8j@~DDiyh*$sI9?IV+Te*O`X^Vx?<&SxGXIiGrncs}tU$@$n>3iZ@klJn#llJlYE zqj-K`nf428%g~z}4nuzYw zqQBy*^6!?vtNfAjiSjLFKP`Kz?6I=j%5Dh!GVrOuKL*|rSPo1CZYce~(l3|3sr2sB zq0&tyzbN@^$!kgyC4D7V`~S=TG5<^bclvMkU*Y?{?}NU_eAB*8U%>lK@4LJYd5?OV zyzb(!6~DFk{^F71>pj2r{Eg@Jo|B$iJ=eN_>i(4bmF}2(uluT^e=mBn=!HeIMZ1eC zUEgss^yfU=d^G%bH2y!V@j4m*PinkQ#{Uxty_YtH$eO{6C=a zIvM}>YrIaz|NAsvC*%JLCB8UJ@^yiUgd?HaF>@qe4f>ty`js_{A*|F>woPR9Su8n2V_|8|Yn$@srX z<8?CrZ`635jQ<-nUMJ)KZ5pqm@xR9FWc**R@j4m**J->?#{XM2UMJ)K>or~{H>dH4-vZMs-Mk0{;Sd`>(*oXnTF9chBi%8_&Tiw@f0zIk`c zF4LgPhh!9eQxDP7^^200>wkFqtBAvxsAywYrBE;Y8AqKm&!@1@-ER(t3ze0$wUFUO`q6EDz zF1xL<1*x%Mr(=Phk`Kw|Yetkg?@vJUh)I~g1Tstrb?KDDk{>t;O2=O^RM0?lY|Mp=2 zRX_H#5H#J;ma|mgc^N`Ht%Y#^Ti1(!_p|r*zV358j-8EdY_dq0c=pit@lWd^Ue)#L z@4pfg+pk3krcbmqWEmQ}e~%EK)I%KXdMB3D%KqhBEClH+(6xqm0wF%GhY*L!%?N=h z3rpQ|&mqJ|wGc(`H`Q;HU~9g`0XJ=N|7$%&^p@BEK-Ur@gk`#==x-6?BYFs>>-CS& z3d93utSpnVMQ0G=!&(T}SGqoHgfOObEYtc$I}qZ7dWc7E@&97moj>^M9LI`JYIlf> zUatQ@2)zYzG-?9B-U>Ntv84ZhZph_RA|Mfv2uK7Z0uljb5rbi?{>i zgNgWTBq}(L&-2Rl=YreZJRHwdr^kkO%B(NltV{HxCSR?E+^riz^0@5HO3S)fE$IH% zF4T#v0Jb$66Y)ahv1*7A)oQtO z&Fc|YsH^Ae827^cbvGym1o)b#UYQs)y=+jjiJl7 zbI(1I>vslDXO9jL!3HxE5~ZRSdUbyt`B1v~669O5=N z&y_-);Ch2-K?))sWSSWHtJc1^^9; z@l{jg2E|CY>8n9BYn`P#iC&@H|9`2?b;$fk1SA3y0f~S_Kq4R!kO)WwBmxoviGV~P z7Xdl`&&5Q(kqAfxBmxoviGV~vA|Mfv2uK7Z0ulj(OJpX^Gm8i^*L_i`S5s(N- z1SA3y0f~S_Kq4R!kO)WwauJa0|GAjRHxdDffJ8tdAQ6xVNCYGT5&?;TL_i`S5xCS4 zs0iHcD)zk1RrS8W=RI!=oC$pVQp=&tk3`_oK;XHzX0B#lEMK{cIT0FF!>LF-#vQS6 zFF|=;x!xu?4$8xE3AhZ(=b-4Y$#GdBKbBU1D$2mnSns~x5z*a|;mFU1>@YGz%pcMV zktuD?{J+_F8O-Na$%eIH_5{~Hg$1mZ4;~@P{CEgaT_lfoW@kLs__DMM^}8u}r?N(4 zB3@`bd0jvW2IiUL{K;A|1=yH2pP!S#)pq`5(p}xC<#P#TWM`H9j+&x1nGjpIqqYRi zE^vROrOY2`U*;NL0mr0*KJiv=swK}$*V~^xm#Jm`NMGd7Z6A|DkfiIa_O0Ry{gE2p zx3cDud+{^~d5j_FScy~7!{=}Ws?%*F(|thd-bby;wbIWi$mC4YPL_$qR$PA7a_Uqs ze`ulhUL;$d*ZT37t77(Yl|#stm5ey8uLgSR1Es@5%J{*a?y+8FXjthEjt$@i{`K@8 z=rzA<2$TwKq^=FQB`BnVmFoFfMj<+DUAZWc=y|eKm5UmeUfVSFUzNB5^?jL|LN-(I zy{y~JJTF~uk?a4L#@JBiLLwj$kO)WwBmxoviGV~vA|Mfv2uK7Z0)-He=l=_#BWV%= ziGV~vA|Mfv2uK7Z0ulj!(FeowKpC2As~Ce3Gh0UzFXRWHt$fLx7p`{+$Gmdrbo5z2 z$CKw^uX1o?V6c1Sh_b);2oA^?CxxxYoeYBQAt&Q}i#4c0unlS)<+BDg2)03U4+NPr z$8=&DaWr!Q0-qYboDn#BaCPOFHs2ZC~&1bEUiEkm2 zOrDb~DzG@B z7aqyAwMijJ()A8|3k!XaokbWmbmeEV`hboL>oR7ooY<|*;ml*>cnFj2G`W~4V3-Ai zm_M{o+oT_W3-AMASB?V07hunX!j%2Tg1#C8^%$QItcuSRx&FUOQyo%_L_i`S5s(N- z1SA3y0f~S_Kq4R!kO)Ww{)iEf=l}nR3r8kRA|Mfv2uK7Z0ulj;J{B8(n2TD|>_g-(5GlA8@(oeyCJjLU%hLW`_&7~vFcbNbSKJBYkWYj`EGWWoU7k;bK`baDTP!`1 zWGWO3tNCQ*a+#d58g8)jcoEMHSTHqakHZDr!V0d43-H_x z;G+0YHKQd&@QifVZL2Cm))=0vaJ4{Q=iu2SaPq472e(>-i;^9yy|^fmSS`wGMY0-> z&JC0s6yvK__Zk!f9n)8XXymFvF}@natVZbO5f09cMo@p3#~9{gGo+d;?kYM~f4DQV ziCv!aSZ&_cI+;zmrr)mj7Hp$e=nvg`!^uF8`6>v}X?Qj%x_fb>^*9HkhGGHHFy-eG znq{#SXDU?btbC+*VBZkkk)+h+maR6eV}xBNEyEXXXQEiqm`qO7WQrx z8Vmc|kya(TK>aG;qV-5=Mq%Cd=WXMLfYd$b7B1?sv-=r_v# zC9COXv;;+eM)oiB_xLR8eZD=u)#$>Q;a79StokMkBE~Ewa2pz^02#&PNuVsXJ?aY zN@U{a8ihmSR++*n8%rkWAe}W^=YNhaSClf++t)kNI~434RV>t1j(RbaiiDy%L}H%J zwCvGAgZI484dxcL5HC(NSvi!tq0oZr9N|EHe`c$%`dEkC6^YHLr;~R@BPn$%lupIj z?ugptD{QxZ)ZF+Y__7=R6A>($#W+Fkw_wYh=cWOOeesYJ;E7bDcwEmc>?_ zJp0=n92*!Of{hgHRc;9jwa7}&R^SnJR!ykzF0v|Te{)JuNX4q3`pv6@7bQw-9b1)1 z=y>rKU-i_k0){D%S084Y^1OGwAH9c~d|rW`cSYuUe|1NP`_;X9j21U|qHW^uTpuc6 zzBtP>^}w;=iy~{_vL1j8Vjeq`6_+c%PF1lbk z%qLt6^t7BFzcwY&nTG}&A3b^DfQ>Q9*C8mFJ;7Ak#H9&Xm5Ob(&ZhL5@DQRxKPMm8 zO8Yw2n9T)ijW0{P&{zb$utsAdUT8els&FyOEdQx=v3sY~8C>Vx|Fzm00X~+&Rq&Hx zwMMHI$!eUgHvm|%gCMIqFxNhU(KA&k-B9E*X zHc&73|6jz}4k=n9AQ6xVNCYGT5&?;TL_i`S5s(N-1SA4~BnZgy{~t*~$Ye+aBmxov ziGV~vA|Mfv2uK7Z0uljg*C;6*z8RbRui=up+KtNy3zzpDPN>N{26sQOyv?<>Do`T5FsRldCP{>qukTPvF@ zud4WM#dj(`Q}K?97gyX}aYsd8MMK3E<-aWdX89+|-&+3s@{{GamG3RDFRv>5dD%D0 zK34YUWsjAm%8r)ZQg(e=dElpkzYjbacthaPz+zw`aAROoptSVAOTSwBq0-ltK3uv` zI$FBBR4Mh9{HWy1CGRhJP052LCrS>L>?m1Z;_?5`|3&|M{jc&b`y>8ge~14Xf06G8 zzAyNm@V&zKfKT=9_qF({y}$GRtM_T|UwU8cUGm=U4SMUm6~#X-{(A9;i(gm#Q1OZ4 zgT)=iS9^Z%`L5?_&pSLX@+^67_XIt4o(lI*++THn!2N1>#;v*s+)eH)ihfb_k3~-w zy}sz7q7y~KMQx_ys?A*HbGaLfT&}lFhLTD!9*yGMwmPGPQl8pOl}7t>E6rPzsU%vd z%k^d}tu|Ak1$&c~1d-($?TvY8Wg6`bR$8Do6VPaXW~F&+Go>2s^;R08vG}^23(A*mBPpvdxZKg=0z0yiU zT3j0K6;@iH_5qFbax1C4_I{1@GAk)id!I&nsg<;*_Fj$j5-X{?<{lye$roEmwRdZQ zUSy?|*Dh(K7g|aF+S3~81y+)$_LN3?zLgZHJ*knNXC--R(;De9E2+FTrIDU%B?W4e z8tG50B!6u}BR$7T3e?`Eksh^@e6@=j>DgA&n%cNVdc;Z!)W$T@!&Z{Fc0nUOWF`4( zqZ;W!D``#b35|5tO7hpMq0L#ytVThDPtv-*Uo9AXIV-9npvN#2&U%& zE5%cza?1U=lo?LBFP9SLlzXj|K+QC#+>=WQamw9RiofO#PFc#OOmWKTT*~d7aw?Z{ zoKsHbQf}jvw3XtmImRg|DT#l!x?)yJ%@_}|U?q5KMmZ&#OBvym6IP19`Vf!iPAjG6AP*9;5Itnzh*zD%vdRFs&6GqsVi)y)C}+-(^i7Nrk_(nR?3>1eVlTK zmEx=EO!j#&x*nr==xYNdE;ZsC+8 zR?3>1E>1a|OSzd-Can~I%}ty#VWoI$Zse44E5%d2hbX14F)O8JHxDvuCHQN0amt95 z;;q@qDTk~SU(F6qIcTMd>9JBgH8*fd zFo#lIPn1&EUMr=hjtA+s68tq=Ipr2B#an$n7uIE^)Lh4d+-xOyYPN97O;(D(W;3VU zXr=gSHgU=xDarr?lo$YB;6EN^#dzb4s(7;;p%gQ?^?vYiibVN|Tl1t+|p@ z8gnUYIHkc#3DjJ{Dch_RU(My5azic!<0a~})aOz#S|UoFmEx_zScxcGt(5W_43&s- zeGa7>10~Y;>#UR-jFKqG7AwJDgE10OHs?|>LL$m0D3IC{{`h z#zqumgO%W^#>j|*Tx+G&U|2*!)>{dl8Vrhvvd&8J)nG_Olxr}WKlpGrp2H9A!gJ`s z7CZ;f*5P^JjDqL>>>WTKSdA_hRgS zcjaxBH&-f^?uzeLe5&HlD;}+gRt!}%BZ&Ny2uK7Z0uljB2S=(RV+PDs5bu%^mvA_EFnjKFa``J^E$6ouBbr`P;)Y>1keEHi?9s8eKH}87t zN9!Qrga$Do2j=miBBE-^;5q*)AqY{7~Gqw zp#wM8ya%cJ`KDv3SN`)l4Dij=JAU-n?>sgM>ai!z{_ci#80DL(p{MU?{@5*`y8o;{ z?p=qGzL^?+`u8vV>3dOvkDu~HU$qXyeKU3XvbTSsu@@!yy>G7l?7}(>`OVbZf7Ei- zrVP^jp~~CmUc3&&enwqPz*#mlcIx$8eP0Du?-*_i{(2qOLd{{PZhv3zy=9>O<*onp zDYc^f<1TN}S6zYo{m=5HihGK_TG>|qjf&s6wv_*!UXjlM#1m+?GZ^A{8-IA^u`dJj$rt}0i-8@$y+ zs+Kk(8XYyA=GeJsp#JQMOryWLx7Yp1BrCAdMKuf$k+HGR>3A%@5D5pPp=2^L8&MO< zLNwRMh2kv4N~OCu5t*5T4{x(y_xy!xxj`Ur5MY!iy>_g@NDB7`Snq$xbE!g>Q9xUN z4X5P#*9&n*o|8c#G9Ad(y*VK-T0*>eIFN)qZ as9Qs(!C$>$gZq)|1a&iXE9v@J zUPVIW&TiwdUf`kY^SN&2(19LQXCmo^f){uUB>N(2bVd)M>>U_W6lEyuXN0hpb=6V!5HyfiPqjbkdme|_SLDZ~D zfTKrEh7*xRGCf(wj^<`j&VfkmM3$_{K`ep#2k*|@;IFQ)cR#1mj0L~aLGa5K5BK+rb3 zpq8r3l!wP=SF?)ID z*UEsd`^YyET_31#$Ta(^yK3$3ePOJ)f{K5-K85vS+9vLDof*h9vF7`st}LwGv$K(C z1eGWrOR^B=7p_m_f^DW##dbb;VB+nnnMtf2%RusABC-%lEamp`M&eP`L0JfOS%^{4 zbQ1+iZu+&7?llTeh)&DB5D_mTrB0` zn2LmzWIAzDUBWj1rukHAargG^r%s(}QWukRjR|!wl1wF*n&OGM?ds{pcp?R!g|1U4 zQa7a&vEA{x@a`FPc6T_D+|6>pvOxa-d{y7Tv#3w-|F@yaSNWgt0q~*9*H=Efa(^aYk5m~P1*0u zzF+o*vUivLY1wjFr0ihXjb zA1h6l-c}kcy`l8-l3$j5tK?H9Z!dXq$vq|0B?BeRCDs1_^MB9(dH)msSNb#ld3XWr z^so09`~JiCW#0#UkNY0>#eCzw8-1I70q>8!U-N$0`+Dyq-k5jHyW6XHeZ@a2{&MmA zi(gZGw)jr?0qiVZSM2uuo9Ayl@AkaX^DNJ-=YXfxQ{(dVLQU49bv+bFm6W} zvm=b!5k~9?hwKOk?Fhqmgdsb^pdI0W9bvy6;Z{4sfE}UVjJwIlS{5rTGv zy>^6dJHjn?gf2V6&31&F>NX2%bVmnT;9j4fhQfvn)wqq3AA&Tt?#dd&VJ3g@; zp4g5~YzHT{V-sO$f-!yf!zFm$_~1!Acb=WWv-Qjfp4*pi!LupTB=`U4j_2hYiGV~v zA|Mfv2uK7Z0ulj@Kb1{)`BmxoviGV~vA|Mfv2uK7Z0uljpbTAhspU%MMhyA~S4MjKdPjPPg1w^(f0;B<1Es@5%J@M-8XBQ=2ge5R0{?n?5A>SfS>WeME(tt211p@Wb_KLD>Zwsk`3SX{t0mimja~!3q|_J$os36Mf=5ZJ2?Pp7>6MyHMdm`Ocp}-Lgkm#F zYH2YN4n?C&%6y11hm_=^8jj3H!pdSgu^3OPO^T9DvzAPrrflFvBr%psDyg^JclabWYd@8lLd;9j2@o;Dw-KWG-Q+#HjwJDyM+s;vdV0C*IvgNj_ zl8zl`$~I(*)VtD=#RbGQ7>dM@%}^|?_Ui9|nelRLUZu1WD!^wpo>(9#66zd9sKgT* zYRG1K@r0@_(klWg5+*)`;$?%k(a>}}L69veM(jdKBX4S=$;gvKtaJ!W$;#AM`nT3+Hg8DIpaV0arVDzcmtK!Us0m7zo@V@ttB=y_D!Rqg~cdR*r$e4>4fSG z%-l3ApDHievFmKbhKwf?OQsTO(!gLS8kvS-piU1MFBMcK{jCXG<1N4qQ5tn2iW-5Y zB!pCxepqy-Ng-jTV4BJ?S!5;Bn!YC0SQ5cW!%Qk?3W?g>EhHde3~i@1Ar?2Vj@114x`pVyOQZ>YNZO1&7BF^%+WG` zZS8XXRyCYRN0MrgJ-fM)0@Qay8>w zI|mc-xkPAzS`))YQ{4JX6AWR!)R2jV_)KJWNh>aHUriQF3$G;7u^91SXf7CDs?jLs zgsEn(sx3AuyeW5?9sZIXdopXPGoCp$24xEm#bYL&+Q(liv3RV}WC^+zjk|$SnEFs> zf;a5c-%z<#nTex5#^R}5yD>~zb*8d;Qw>U!P#?reI<=02 zRbycisX(ZVn7&ep&GH83eEK;;A~R!Nv^1GL+cF-#=Jh2wcFfQkRd3e(mXr=U6oxq? zLzq-iMYzEb8b%mtOjo5MRK=il*ZePA` z^OBycZmm`u8Pcmct3Y~{7n^qVG;iuOLtt*k8caP|OWWDNtO#^U@6fVVObsQ|tnUKc zP|m3cv=Onf=0Z>7%1x*qQqSG8%j0kBSZ>_#K(=)=dSV0FUO@i-SeQEdq+O)%L?#fju`?auop=7y9t6@^-sfRO$84_F&}Z8}y+@*O0MNl+pk9quImkTeeF#z$ zlabS4pbk($~7$?mdjTb z`8RJq z5r$kIrUsSibczA75XW$pRRjW-gs_^Gx1h=7tuayjQsSi7BrcHSvyn5*4bo1Rzl|bt9;vA9@u&h zW<3{Z@ep0i1EF**JU^O!f%#Km?j=Q9;x63Uaaylbt$ zrR~gh8}2ivXpDhXcKYdDqeo>iqGDneLl;8|AC)YGFm#Mz%_cikO6s}Ej>hj_##o1jIuQGDSmX@%F`Ffhc3lO`f507f}%i4J2Nnvaaf042@nAzOS_4y$BLh4hi3 zQWt4bn;LSaK7mn#sR&HVK6sr9H`QZuKAS{C8ZG}hSZdRTrRSx0IzY>vYy52;XKFV* zVBpzf4Apz}MJ8<_h=%W`+OZf7v9&WJB-gQ1k!Y07^I_otfSEOoPo$l~3J9CBv1(Y8 zzIq6q($_Lcp-h?yl{V>{u0mup&aHV_G3TvoS!^;_UqSY6?dAnqVO?PLq1X6kLdlpE zHcjPcgOFljnqU?ac~BM%)9*}U#{dDna&woJnz{FKle2Da>;7DZ+Tn7=B~c zUVlgF)#ejv=7r`wa+KLRD=Mr2v7-EcJ&&*FhQ|M8MWFF5|B=q2qhvkAJm{M zunAl!A?D#xY1oRiX0%7eMc)Qv;Ygzos;T+-Ow%BjK$WXN|AALiwjm);F3ubZU|##d z@cN}xA{0wv#X3lHwxKz7O#6+6YW@P5!(=X>Wj5sx?JXt$B4iNrld!DWnK-u5u_4bs zkAr;W05$!9dQy!xu$jCpzDRy{*+6gWF?kw|)6BG@XIvM268kyGXy}|+X#m7z&agp9 zZJI;7s2s+O_RMzV`v^^wzjGJU}I1-=Mp)3JFe98bqmCQyR(`+N~$!Y-g5^LzE09_8Tn7?qhV zdYrqyqK<;|C|_fN{opI~T4e@N7ppCu%tVqY+Q_BZ6zaNVAud?&>w3mU6{?f4xwOHj zUbF;C-CQ(+Z4LD+Hwl&kUOq`{%4fUQCl|4E#IW)Q>Bp)R`FXWrHa5XQ!Lz0Td%T$S z6b$P*l;V6;VTI@m2xso~VoeLyIIguw)LxsK?n}}5nsU0_UF>h^IMV^6LkAjI55h1y zc%yeJ!WX@lL8Ab!E_%yu)3G{#rKA-^vEM#otr+~niO|)epO=^t>2*BY&&PBL3Q)^DA6l?2 z4>TR7cN+9i**?GCI%J)>pDzC5jLPfMf6`y%d#~@fugd!&@3hxl{FdUuVxQ-6PnY|b z?kC(accAFWqJ^R|2w%m&BTc^A+Mr7fwzT)RwDKoT;A174PGE$Rm?KTiFGXjgX>37? z6*|;Rvvb^G#da>{jz)++1ktUn{VnbMDTwZgOslcG>p~6l^&zZ_<7k-k7?{lA248h` zhbtUx>+c+94?#ZUr7&YuU}e^vW|DF1Hs6{xJ6uyk{q6WC3R|Ev=;;M#(hz$32H*Pi z1FlH0g|a`~u73(rXCe$41%eT9ZAB`O)Uk}+*yE}s2g!Y~f zO!+<<3)XQV2d58C3qqo5XvUck1l$TCZLZ_pbKP@-kYpr^MLB0;y62{@2WUZnwxhpu zs1=}TpMpp%(nqlTo{GcUlH=ml1kGIM+puAu>qM}nxqnBnwZFsoB1FMTB^Khv;ye;v zXzvz|Mlc?X3v$Ep=}@%L77$a(1mj0H`>wgB%QYA5?C%&FZq+^nfeZ<%M$Qw-g-vck z?d+o3+0oz8%AbN{yi#I~q3DT_V~m-o+c%;JyHSLls6?&99r~vrTr0vwobZZAohgSd zXHwA<-qPO=vqDcnHeRhb;Ur{a1FXp&Sd;!>w2eIkvElh>9MkVO|L-upB<8@izO`#R zTp=XBll~VZuC&-XC)aCPZ|Uf7gR!QkAQ7)tnsp{*U>)pUhifW0)QEqA$na7qhGlJs zc^+yUy9OwB5sGbl6YL>~n}(wgtggb^Io2u?)N{43s%nSpSYMwYjWtUVr;_@P*P=f4 zvij5>j8c7~4?*G#+~H6;ue5APP=5_-{Vvz>!PuZ^jp1Hr4*5+wL~$^-Q0?2idC(On zIAg*?;7Gy0hMqlF&(-a&YT>o0h6=1 z7MU33nP_L3KpWWH-_9~2R@oF>#K6HB^)${aADZ~?E1@MVu48-m3aN)nop{Vy%J&{v zqgB`){X5b4>=Xozt+2(}x$g>S#17Z-U^EyNBrzp(thm8wrsQ(CCdq6dd)-VOHTD!l z@>kg0&9=Rf{>JO3>sbw<-WA#h?6zQU)%wLH>dZBe7ojCA-#RT;7U{xeP?i&!= z&HO1Qgc0cG5R%3QOvi~CpDfo~u$}!KJA~c*V9B#)yLF(dsJh=!LKn|4= z!KX@K&Ie%5Tl-ssQFH~^hai+07H-j3)aGzelYXtBT6Xlebq3i}5RX?YEhr|W&xeBA z<2rWmpdgMz5Kp9&&T7cPUN6_`U^uKxXyG(54xc_L3B}|k`{fW)(JbaXCm>_&U-4ut)oTA z^-ah%8l|1=A>{hJ8ls&v{%>@}Tvd-(?W_E+%I8$}RJ^BRtm5+W50=lBSCxINOf3rp z-WNDr`rFcXmEMWb|GP?#z_!2NKjshkKIS{=Yw~{Ed&;}M_+`a6d%o|v&(q=lPxpfR z>Y~3bN*AqjeHfxme+Q0ft<_HC0RIaaNT!&Tcc=siefv?=r+ut@)J9$4&VKq3WWtl% z`Sp)T(&Q1{?zQ)KGzVMhDM-hwl~yMv9BgA4+S#AbUnl!##v! zh0{b0OhSM6pi37Y6bEt(@#xa@j2d&=0u9CwO(6Ge)NbzVZ-KtiQ%E6Br#WwmS@8SE zsZ&r!GCSDp4Lt>!oS?VGyoW`DE;ir7x&VW$*R|sL7ZzdP7|`i(9UqO1ij67;{SoYu zccyxyk-kwbXAB1*h2-Pxg!3XBo1YuO&~ucgT+l~qrYRTxDafQF0@Q$!w-9y3^DbQA z#37iDAeoL$!Z=Zd6E9@J~duKrHc5PAxd@oL32goI=~!=x%}HTA=2 z0_tZ~6?&zs3iTB0LZ*4S1|>Y7Sc3Z-bQ@s>NQqXII}(0)2-)jK8ZZTcE-`xw**ibm z0$KBeDEVsT?Jh8!Sg;Q=^;{F4?2NN7_!#_bjZ-*TBU=X}- zKUe$_bwm|JB>=BuTQ#EIdMo7IVlRa7j+gkcN z+k@;W$iu6ZCXfl44C*<@*qjY4+bxEnwRxq2F;Hx8J-%0)ZE0ow2z1ZwyAvxaF)paD zn*-ZF*DuaESPZ= z9=g$*eM_e>9&_H-leptI`_^x`$%Xzcx;R5E9lVc&FG3V-HW(GYv8BVAUg_cv-Grp? zLef#UF!zavAeU9Il}vp?z>yoFS8Qcz7cKw5Ft>;UKHd!Lt%|esaxusDK=eLp%g|-@v45%qDI2EZ#*7m*iJn5r^e&ybXX{Kj7nUh+r{2+4 zied-)Df}r!!C#qsM{#tI^kq>xB5W*^8nbQu-O8rCDEi(uK!&xny`jD0l-D#)Bs(2& z>zpQv(MQ8c9%b#CG_E>E@lP3|doRnhy3jucfv z@M`}Z%lM%tgHRJbhlYtX0c>#wZ6#fPlD9A8gDztRd~|wLTwF#iiC{(DVKY5CeJtZe z3%E;b0f$?5@)i(ZgyixLZ)3|&XZ4>6fsFACO@Vb&1K8G&jwT)^v2;?5s`rX|7EH)s z#sfv(;R=mLFyVy%O;VFMhfgjioz8et@ScpDPw@^736k`N-&wAQVwobW%?$IknGUu# z(?)~k4ptGw+J?a%&;5B#h-tznGcL_iz+R_W%?Oa}awId&TY> z^;sORu^8Y^G+;JcMNMEf;`p|@Sf@ldl4jY z=59nViU?ZTFb9Lq8T$|-;Oca~eKaO-8m5wOuAyxl7+64g=`&9}=cTqJ>)>gagdH#m z?fpB4*+Yj-{s{^E^keBxm1A=x>W_s=sv@{{*S0 zU}7BV2ZHWPbBjF|9TTVQX}ZMuuzf5#km5CJbhsV=gcOm=I=6en?bAspl{N!_%+de_ zAA(4z6KyTvdb`3J%cLDiptuK6+#z%m*h7#{zT?pOT4|qy2^zl($?ss5u44$LPCIb= z#gfPRA?^-ws!UwK_@dEf5hfU2iz#Ls8CD1dgiOZuP937bsv127!FaV&Q_X}-#`HD- z!?s~I+7cC2GYPO}A%}CvTu9#nZvz0f*kRTR%~`7$4BZw*0tZk(TiF&M_7rk%EPt@> zfb)SRmv;iG#AdxdwNIQ7i#Xn%(5Eim>DyZ0>q^39b+_TMdI3c7JeM?@7!{jpTu?(-OgSCej3)NZ@s=&!Ch5JC9Py38TCRJUnv4s{JBIqe-&G`&VNyy$Aq_7cv=h&#Y zp9l^ton>+~HXMeGeaL0^ShtX@0;`z+^~+u(hqf9XlfEDG0@@6`LFqGIxizB827_jU;Qv=~ECs9ZA;lc7s*xdiX~y zd?|Z;SKZS0kPStfoN3BPX!5vT(RTH>L-pt>V2xKR)edOwnO_6yXa zzWc)1UJJBwrb*k2>I^9^X);ryX)~Pwjv_yJ3NaeqHF^=Hdm_rc{tgghrtXrE)48N!598goC`NR25V zOg*vbBArpY%RyzAKgP4J_i5^wt`Q|?@9^nPo@L4HI%^#en)Fc zN#YbO#}4;UlMj3glDH8j9iFEN!cZ)h##FB^3=Xiv^P$8XyI6*9evaTSQJolyVD>NT z;=0h(T;5D-a?Z8~N?O_;u6AWE$DHFVtTyy!Kr7>*@dkJE@M0f`DF#q*<{hG$N-dP3 z8cJPopq_jAW*0lN>sWYjMZ10kSz@<`=$IqdbT0==Pfau_1MGHrx|N-&A}d`jymp69 zM7w{U-x5W7hDMSpfLVJnp$WBE1nA+M+l|4lT}J}d;@@cc6E{Z8CU92`Y6!qaz-St( zq*WHwAeQbJ^jnJuw@zeJPDEBekV_>(*9NPKdK$;OP;pS>u!9iQ4_88ys`tlFnPVc> z+}r}(R0vnuFi8eLBxr_^qFocXVRea-O$8C93mY__=X&9UORxq%G8pR_L)#(rZQH!3g9=2@X6|@5*eRMkVPDC6`8*k`N5r8}8*dBgGSYss5l$mz1PI)GdcbrI1QCsA7aw z_V$h{Hz{?8T9j?Ahgy|whuZ45w>K$=S{jr?I5b0khYq!|hG#aCNTy(YRp|E&r(hp) zVurL2mlH(E7tyGyDwFZ}OgJ7s(V+A-vGBdIIl2%fh)YXao0~g!E5q!j0e&}A5LcSu zW|MT1?mbh(p=2uAG>J-2ccM|``dhRF6ud!cX>Mt3X=!PKeAHVBsQhRGKE;COtCaA&dhRuOOx?f zEEJBXkm)g4AS9m>G}5Hp+JsCRw3b~vT6dGhXE#&Rg%%2`GjALL$s~|jYEU{_nw7=H z6{~)MV$VcVlaHi-6VyE6?ZEw=hXMQ|(26?ZNe~`*3>%t-ysxwNJ_?+t7t(0~QIU zi(4|ddBTz)wKph#*eiam9xNpi$a@&%0A9bufj47eY8?;^LQ-++MA2y$cDoR3sgN6X z$s%EZjKK>R88%c1yiLc`C~kJ?_bL6lZ{mYatNhAu`juSd7rap_BXcnrZS>2i@kILO zXo(V|3}#G{=|$uZ8Gz1FK-Qg1V&jJfH8$C$8K}CE&q9zbEA%JPq;k6+iRn$X!ZuD( zy^UglTth3lV%^lsVY$D!q-__qZfh)-dN6O(Moq>TK_Qzpb60@CI^*?}Y;QT+<;qm) z==7*3x%V*`72XS&(cch=c?T+bSoC|ez`TYhS2kqHjZq&}6dt@B8X2q0KZ5xq9m42% z8CWm6F)uLbx<@?TLU@}-2idMYnG20|#kEKamswu~YmS4g8IN{F8f~Z5E_kD_royIf zjfqLYLOwN@%yeXJ5myb?Ji|Pt&^cUj+Dwtq_}>@!Q&&~6a#O|n@{MIP_#yu!0ulj< zfJ8tdAQ6xVNCYGTe|Q8keOLI`u3cW^N-xA`)It1j=_{jmjGN{$NoEXywNcY~P6X-; z4}!>3*lY|}U6>U(ubB=?dS*9sh8TA(EvPeCv>9YiQ)a|z9L{u(*&1z5l1W1HOiLsJ z<$@+FnefcgWhEOoE|0o0McFY3X7{w2k#230n&unGO8_RT&pkhbnF5-rp3yF0PU}2grY^aFUElh&O1(B+ZA{isB(xzsnS1IplTEN5k zM>S}Cvn|0abKZG4Bm0=ep%XtO7#T`0QZ7Tv93sJVSByrlY$=kah_Z7(X5l$gbSC13 z&Cq29Eniz%(y?p#xGS?3XtP8OV%NH_etV*L|ge@~^dcc+{j2TcwO;Xs)Bz7yD zk8b23kl9^<1&d6?bq_9=r0dPQ`G*Muv4U%C4r@4|%3Hr_KJfxpKD9*9_`z9p>UtoQhU5Iv>{1snwH-+Vke<9^0-JQS|N|W=E#q&w0 zNhnWHru(vz9eXlct1}+>y}-(Ecqkql&hDt#$6sR8LafoWR4t^MHaf7y9@;8EjK-D- z!X6kiOEMFOO`$V`xYrT~)G?8Vh9H@arkYlu6M56Pd_z@9$ByNt4VfaCm&hW!TN%sH zaC%6)N_zEo*o$Di6f$5^7+U;>``<8Z{0UWEBqd2={|FYMp&+!v!qg6Lqaiqd4za~1 zBhn^iFdGA6TcU+qO*onjZB3SmU@QG0lavOE3R;QVtbrP>VVP2^!0jLHG%&K_Oe>9q znUa+mtMs>ZWDae9z@YZ1i_tiGJh7A^AM@7wI{_*Fnk(pHL`5kA6GIR$=u;6i2vpDu zp%b8IbqU=7%3n@>GpXAO^Oa3`vI5(#j&D`NiF72X2H8_cxv7lN8DVs08sf3@sYhJE znU?aBaOBJbwVCbI2}ocSjxJSaJuYAr#Ols8bOcpk0%}DIP4s=hU{$ibiiuer4+OhaPQitx zURL;mo;B5StWRoj8$BalhpB<5B$?v~h3QBj)j;5lCLC*<*wTQ-bE77V>Z#Dyqahpj z5QkOlJ5rkl+0H0u3Xw%3i>L`uGoG26GXKVnnaejX%pgT4S&8%*-vqR=qzf_<#q*dX zKv^ISgavMw)D2Lk?V3vGxFUqdOLg zE+r$$Q5t{XH}s0X5VE44#=>kWZ4kAUGd&F7w1mKyZ~7H$qZ2dR5%6bbc-^p^sXh6y4AkA6wk__Msg zM?N|Jp+1%-K}n=zF-kk@+L|&60o+g-2{}i;l@-=|Q@)nh7W+4EKI7dSH?{sI!)TMm zY)`?krhGRCZ5>pS^ZK3+w!s$nuv6!Kgmocl`ImJK+3=h;l~9dezJ28sAx>7UeKV=l+Vl!HNKX%`?ldA2%pFc8uJha1lg$x0RjEBhyXt&Ax`^U*bp_F zqRbW5G(PoiUP$7M8tn`~K^fn~#O0ar)#p=CUPd6AiczC0AC+b$WQwnXxA?iO3v}Fa z27ALXW;VVFX)@2H#n|ag&VB)tY1ue4{cCALV*3UCHI0`-Ml^z@ zZrW$UJj;wa7D3ifW37|d7pBGL9MJebP;`Z>@--D3%03&2l)S;$;BEB$*8Lm2{Qu?O znc0AU$DRk(`Ulu?s_~?Xc_&!MNOGR0^d>PGm}tagAsxlczV22Qqww?47@uXdx{!7l zi?1tS@fGfpu}6xnSz}re(`E56&i}wVYX{YsdeMRZIh7`D7qOB;RyK}FIGj!8Ykb*F zKq1@;27?c)&y{~Bjd}*(l;kELf!$KtCL5Y%#A2}~+lVZ-q|MqI>Efq9Ls%cCO%gcW zXyj7J7EN6v@t6P=GLJKF`q_Pbof$WbV8Ip%#-ukkFP%ad%(N!)73Y!{8gRA+yA;^! z^mHh8f}b!A!B6OJrCW1GfWviqA{vF*n)-A!M=3c4YBwd9ZTiStl9~HU>7emKeHflX zXR*vP%s;x>3_Ts~Lq1tZ!WgSqDV6_1`C(BYouFgqsGP9j=>(8e8##G8K7)gybgeO) zFXlz4ODiBGg?3^ACk^#QCpw6a!^g(nJ{8NQw44NcJqxF`G`+kSL1C>N4lTdSO(p(~ zo6l_Q#_}n4wv4J+o*kuc*qnf`-E_bo>xgrSI6i5s-3$kA;~@ zV3z`RKk;c}fWq01iq*YJyH!qGTN_PZpfaz5bG} zVCI318GlwC4qzEub7oBq?qpU^qO`!RP4W{-P%N!%v3Q7Di(=&&*3>PAwMHs!a-f03 zr?5fFCdSYhiQTC!&74xB(M_z!W-cYp1*PGF36f+JCDD0)nFy8;OV-Y&eI>(_4|mjO zs=Y z*ljO3TtT(V`l305TCEzI{PZUOPL74{j zCoB;zVEqouz(&lp7>ZN!bl6wZIh-Qrsnb)6G9|lBtH)Z08~cb=r~wvCNWYh$fdXnd1jn1h{XZCur5&WT|?Z?B| zwHU}x&5xRj`v4xicDtNwXgsMc&V{nE%JvYznbr>cDeQjh6 z%=765@^sOSO(rL?xQE?U^YjH)mPC`Dz{FDlz-T7n7zSIcP|nd)p(Q#SYM4jvM1XXd zwy08rNPG0=NV6!xbeLSzAy%n%cO|H(No?X}=s{uVJB`CA2QYek@sTtrNx~Q#(*ajV2BVfe%1j)&OsbLO0=gfwAuRZj zPaD)Ca79BWvAC^cnQYp}8UwB@jx8ubyL@{w`DNN#uj-u+z1>1#Vs~E%R-KwOy|1IS zzoI5<`-7+^^U6kpjrOh`xc7Yy^N} zS^!IX1Iv>_4uF{B6{CB$Nl*1Ah`@TJ(A+Gb_r<)aq!Z8-Z0e@vP`(wORTGpOMe_f# z_b%{po@brtH#3rEbdTdWj^idC#dRb_8rzaAJBphGS&}Wq7b%e(H%U`5l19?hBaN)l zL{{9?e6rJaPs<*z1qv+CvdhAcE$ntn;czbt<$gP-WhpG2F3>G>VWFJu?g5tF|NnX3 z_xrvXjpR>CQo8))Hkz65@?M|!xnBrHzRkB1;o8aZu>)IwCKf+*=+@1ixfwW+!#y;= zIB36=AX?o#KrzP#s=W$WfV%>p%0xym30|7>Ps+ z)7&k?5D4Na<%x(^N`_;G;PDIXU>Ix;A|fvgJ;0pd)urMB1YRYE-ah-+o zv*Aggw}R{MjK(`sw-5Cfe5yE3=IDw~=7kRl%`6%IMu=2q0W}J9;C5z!H<)w_MT>zZ zP!ANWyet%gPb_CI1K^61<0NmjA|3|d&lj1#MYt{S)gp(2$CB4e_<*grE@j~aGX6n% zt+G{KpNzyi`fgo4R#<@pN+vfxpPpU02<~q}eq!3ZAXA0s3&;Z41?BJn4M4#Lh=Wuj z1U0}x1$hTpk;bwW24Y}GfLDav7=nNe$QKZ20!k^!QlE$52gZz)9dLLZm`_QgM_9zC zid+c?3<^fx7QzsdZYUL%*{D;EaV`U1Vgeo&kA}Q9cZQ407LxLRz4NC|)4s;lhIiEe zSlz4fPuBcN^+fE`k$;NI|9Jkn5ABQZ-|wF4nS`=5jXERDVM6B3&`jA`xdpn5a!;}i zg-jX=iTuSM$m7`aXbu4&K?9UbPGo1uSIP-&-zmzGu5S_mXi099wj&i=Qc>L%C~|YC%zD33dYG3yvd1B2TOHC5Z~J4 zV=40lMfX;dWPBuQkL zC;0#$&Y?A71G>0n-Mw((wp-}EeOWTlwJjBjNO6dr0}w&H1SH5r0J|m}G_4AZp57E5 z4dPNv#5=fx!_DgK^bDKDzSVR$T$FE*9xJNqL;z!u>X9J#Ec%i%wt@N_?t~&~04PQd zp+!$rpfN%f(_i6$DqZppA{MLkl#0^DQPJ zN=7nLcIo>=Z$<~zMUss%cO5b?3iT6tLnL_spNL>WB+a~dLMX+FNS#T}XXobmw(y8M zqj79jl-#tad<=9V8;sM2hOCl16~*D-#Y8e26h*A<#G%rKEZ6HH|fZ*X#`P zl$m%?Y8yhS#C`FQ$k_J62$7Y{9KxHx5n4?&<3|C@0S+2eVi^iXD$_|WR9?pFL%j)H zgmD3rK`P75ri>cIXUs*fjwlw{EqT6-IQc^;-1I-k#F#?2=P7W|TNQbL z=_NQJpT>FsvOtq&MQ@Ecc-j+TJ;+WQu~2qRFhAhg&u7SU3G^kxD~_ifl-DrO8gmp< z5EW>i&E}-)76Ak+OR%$u15Z&SAO~G=0#Aey;*?|Drgqj2#y#2;Kho-^+818R=YT-6 z)6ZhS&zkQD>ckKHr$kfEn!zrY6l|M?h72m$%+Yh1JYpL_ zS3~nBwnvU+y{<9wc>nr=cDLG>@+PbtJ4P|q7phZb0&c$r`89$7;MQ+K2osypqa(x( z2!W;JpgI=%gKe6nAqB$rOL&T?qb(0J8Pb!2@bJvp+HO!KSeq-J_w!CKXK=`Npxg9^ zSvphqU;|^ukG0VDG>vefQT>=8r3NuFTvw?gQ=k$IC{ojc{41%o#2ynQ*x{!zJA^Xw ztJ?%FGniZR^@+!aUOm_2R_EZ1{*2Wrj4UkiNKx-_0oOZ|-kr{5;2uaT*h{W5O<|l0 zCFmKB37I+y5+DYv2WY8ca6N9oU%tMRNjhg3DGTU?ufhV@dQYR8Ov5+;ZXPf`mob`W z0x{j@fff)~fdz$OlUV@JnGb^k4 z<*Qg$5UQX(Pfmx|9Ppc<5Il#q1A#XfLNPwT#gA+8bZFc zQ?kq8YzfHDubM36X*3ONoLvHhD_g;LaA}3=0t4|n&S_O$!Np2qMh(_lUVM!P%S{%1 z{rn*cg|)5Ib8uD2W|q(C#~E`-<;23aqsI}DikM0$ZgG4;8<&xS8bnoWS19JYibG~n zgm8t`G+Ty?lmyDsEg;YkHWA1LAj>mYDtra$X}dB$mg?#~(beB>lVRYnBT}B7G6T2J zSK@J$43Iq3NE{5>%5hV06IC$V7M&#!-bzYr8A8nEycymJ46Hs3BxAV)%>jJWEJApi zW){y)JV<>~WBa7|H4M|ap`YqkwH;u1Q^jmfkscsWxQIC>`Gwv?Qrno?rI_h#8om;o z-`Q)&NTIMy{vikLkHXM)#F?mS;mQxEzJXY=`(}lqzxdxe3C|~dfj_U?z)xhZAAXSl{91FhF48CewCwP%9Q<7hBUp4C8j8iEXmr>siP zq?g2QhVkXHv!YP;$1gj8MN#)koC0rseP#zpjrBE>urVzxLDvX&y8smkOuhLzU0%3& zLU{-*!Zi!DL8}7J60jVkPF=bpb&v8(=W93;+AjEhKxbqO$2;XH%t2VcauBY|w=TEe z0FW*(t60yi4V!G`q*3A!~4g<9&=9V4>SajPUiK#&1Ja~PuZ{7xg zIM5-;aE~}$3cEAZS)w!!{gc$O3WtdAiuD|;Hk}sCfd`l$iZ)@Gmlv_@x*t47I9c$s z|C@vffri|uQI4DC9|!VVKX z+AEdU)vO{w+JBBpJ~4>XaSO13DWbF(nPd!~IeF%UT{ozUvg}o?EO~9c8CZ6Z+{)`t z^MW2+`qZ%tX>JGTcjL5gH6DPC`}QjxbJ!Uu_(3-Y?3aGzJu%mW*l(hwGEn6yV3aS| z%v9ldBLHkvi1zqK&yUE^r-C|;h<%UTBPLIZc^1dcr0OU8=Z#y(xBz7*Tti9?842iKebScO%2kjzAHUOFm2K1+3N|=OIloiuU&?T*s6-Vf=+Bo^CFlGmD z67E~?OFTIQB?KMfpr#q8+tpgBsC$JsRHFv(QnKN`-8z5^tXNNF4~Zrp1Q>bZIL<2Z zoU9eB{X%E)v&2xk0~p(M*teSYL%(wSa{mH?<8cC1Xc?F9rGko4Bw{eYU(-2e0|6#L zsVrhF93kwQZ;6Jp0JXy4|BZv5ly*@}=u?CM^Zi(|jTOS6m*glQ<-#}3FdUhc6**r3 z8+9YFS`6bj*qLnW=Bu7iMA+9_GTNaSo>6rSrj{I?E`37JUNH2w9=;E>Hw{r2K0<-P zat8G6Q2xgANG(%PkdF?Dy zX>}&e-Oi-BFJ?OPNWWqvqn`Gtk#BsYgC32R(Dnih&2kIzQqlr81Wq%AMm61&tYLlB z8bCk=V*~Xne7NMHsp5>t0YWa8;jkdj;%&A7MF{k&Bc6%CaM7gfxXTa2FpK3880GA? zg@mn^i}HVi^FvN^L*v&sr0YIk`@MQpJL1QB-hH!u6^jJ1M3lJ~(sOw@KC7G}%1}t@a>?fcP}en; zRoM?*iBB1++HkTSwE}iOmX_R5#@WiM4xOSzhCL2v(QR@H>Cw`cjiPm%j zDIZ}4)jwzn9J^ugDA7P=hh1N!+qiN8es-iRyf*;^BJz0>Kf0e6%ECYg=&3-Cb@{C< zgZM8v($cLhFhMh1Rc7c6rjVnF?xa*is&q^LG5A%WOQG~I%s_Ww5Y`koRKh@%MTKmD z#Z@DZwufz2(u4Q0o`62Wf@pr&9Dm5TNrLg9D!@e~Th36F-U<5I01ocUkHilgSkE6x z7eL+@=f>r4zt8!2%$7eMF-C*HVt(pR=#ASfskpu|R}D54yXC85wR#m)83E5#>@(l@ zkG+h5bv|u!#SHQtQSm1|f|8R-78;U)#}_>GQ2JAc9bR#ylU+aFPFvS_3tZt}k~}nH z<`W3an5D>*8md!1O>T^&?ZO6j55D(s|eMoLUJ|5ns`Pl86;pM@0Q#)T7vzaA7q(pL&Qv3*f*3bR`6UDrF!$Ikx3yGfb8E zlkry8h9gr}902S}NPCSuTFF$`pLv)%=K3D^*ke?vbfh1cv~|i6;1(?mK-nt!fecd! z+5z}YW!A7FvWe=R1J5GD(#v$BZUe@r-(9=v|Ag1}9sA`-OC!=ee`X=)LVkz$1)xy4 zYEW%uS!t88iXA>G111H4Y5*sR;Ep1p5GrLJ=79KzgGa@1{&3TQd*)&q)&i1TsA_<* zfnB}v>{P{K)^NT52vNpDJC6F|42;dW3+A&wa9U@eeGAHt(z`(@W-x;1Rd@ixgPMt@ zbX9aHgDlR@c+KZvw!q?16GkNo-jDzZ%DJFv)}6$VBad~lI7;Xua}2||fx#nk_P{22 z{;XF#;Pr(f57bko;Z8f?eeH^^zw~C%oZHX!pgW$3arxWtStxBlwo*UX6bN&wCPXym zOQL)tauL#EwFMxL^h$e~jW zu^wL-WSXi0i9qRuH&JGWtV)1~gXD(`WO$5`6J7c0J#RFAB%DN43F9DpLhyJ<9FHF2 z_C6$TL=~gyb_%_^(Cewg2;RAsX?c-bLBI_lY{P$8x@W*td2)*)h`2pBLtn8flaSpy znq;d13I<6DTrc<_5IYsIOwvkUe~aCK0*oUv)h&(7lI)Ul>f9JU0M&)qWCJ`p2(^}~ z4klm^`Ux8)Z~Hb09=lt={t)a+w~H;45GmHu(DtpR>4FE2FI8OX4CtU!P<}%LGzj&DfqDv7z!ANf?B}Q zivTl)s;MX$Z5ab-B~;TSaSP1WO@J2_i13U!KV*L~5_ld#X2E*GMh{OSoFe>RS!q3S zzB!SC2rNSd6b;BuUqySKw++T*jdxH<$O(mMomxOaw?JePJOzmw#byO2#=~l~WUbw6 zEeQ5lKX|NAT=W3#dC;B9{!gJp;MB;WNys7NP6C1#$+;w65N9#P!Cn{wJsN-o0oi0w z16&9h6a-8n?u>8fiYUj6-B1;m&_Ci&&&;$l-^jA5QU0&39(0;+Hhx#bh585Tex@!S z|H+z<;L`5D-4)nff!!6@U4c8S!1`P-(gNH%cg&45B|U`zQVpA$7+Ie)g#mLT$verg zw~}oG&yNEFhlZL7IX6z5q8PFoF_|3XdMJoDA84f=FzZQo(u}&ar$0 zc1m%lpi;wX2SK)>%;0#H+6UBb;GmdOiYiBy#^CSTLd)}hFV*G(wBV7 zJ!)AFLa?))Tx8hr4_x|kT^`qrY}k@ zlB1XPGt6l-t*v(+j~_mA>qyU4QAMfFU?LDS2Gk;Y1RQmkNCPTcQ91+Qu&>P2WAYG? zxkpP7+Q{&$BF1O<1s9_|C~`HF!;^abR_K8z5UnqZPR+^-ocd`AS@DW zO#t57PNn?7%B+tagYxgzTL1JkJV!wr2J{2C#@9^1kp|fwgpk3hlZFdVHHk7v^qHVu zyF}+g3M40&!n_Jc3|@h~NHs5h14j2^wTdEAfwZaSUbVxD8(`Ch%3NR97R{?(9^P>Ya|HR_D|BZ%SRFM=C>IGS+7(0?-? zRU%XaXKG8$ul3Hr^!)QDj`$n&zoJJ-&%6U(`EY8)?LY`Xrx^v+#n5%ouSJGbs_Hhh z$7-LkJyw4r(-DQWN0YoL1gN2jQm`LPkcM9?tE|StR~R8FY#9}j7J8SjZdd0aD^B_U z9_Iz8`JSfx8uJamT>sze-%|I%+P|uOEb&DAJ8S+`_4ieMA@wJ`0LB@ofU$p+YCAFZ+#!A6fY@-0a1wN@lk)c8^+GSzKRo&>{+7NVt5N4l2B^3lrvmGhLF@T_}y<~ep^h!9ooYzYt=38 zUh89L>WTP0jhjLvwhmEXPc}@_D84K1kZor}2jQo(=@{L8cY%9wr-4I2ng+jVB&-ti9afxq-^{NafO=pEZm~IW{%QBg7WWX28k@zjst8UK-t9LU zqWpop2B7jAsW=Qb>$w0l_ll}(z=_J!0x3CFis<=m98C0(!zwPixs=~nBhZFIxo+470 z+p5@p!_UGaK)i=`HfH;}-(dKWZXAqzC=TE+fG2}mVLm_Ow|Y^2-x>I`6<1c@_FD@- z#`1BveKm=`({7~2ZB*CLmxW#Rn;sR1QN6mu;V!~~nO>*mO@|+K<)OKw)rc8fkL)iB zXD75!PV5F!=(B(24S?g|sac5S>Wyon7WGKr5*L7q+f-DMlvXB9H4-J{b zN&-vM+XkLuJK$^l(Yp^-p*}X?CB`1cGb{c+3~HBm-hzq%!?#PC3%~XoM&dpkGpA1i zP{1Sjqa0@hBd+XlnD%wQ!SLhUI2d;=YB9TUTqZwL5fNTQOd336dH; z3hb`H?h5R#!0rm{uE6dJ?5@D>3ItZbJ#@h6W>iP*%bZ4^p5BSl3oc2bjrUs%FTs|N z!(F{Eab7f&hggtf9Dx>@LPard0=HpQ=KVKXl;cQjS2~uRO!W@)aa;Ez2+cjT{|4ng zDilPyLur*iHt2WkQ@(a5O%;Tya$tN$u3YGG)LvI=+t`7+#&#w{a`)X^)84Vr@(S&+ z{z{0Ect-#v4n%%K;i0E=0B&}lC;vmlhnG@Cz!}$jZ#2-*6wWa5odb+%q2eSc|2H~c z>olKj{FBE04Nuj-ueLMsE%8{*Jyjox{!-*axb@}xw|;jcywKM3tv8`pF^0(r{~KH% zmXPhlnBm~3A|W98DY1;sBL8cCH4s51HG$~jl$Jrl3180CvRDK7{zRZ|EIM2ZE zbV~h?=w<Gk@Ely(kWnyXkM~nm3W^Z#S2=dPZri2-{9+jSb4h&c8px(L8L61M~J(Q zmR@ZLdMQq&I6*#d?|9WLcd}5n!&_7JiJ_5K4|KSP5i@UGo$0(Ykkev3u;*abL*700 zF|wt4!ravvOv9Hg?^kF<$yP)-sfHVK;*vqJjr3=JM`?HmLc6Vr0VM(t9&P|3xKyiG zHbSqEnL-<77#6~l@q92^Z5ke*sXc;*##i zd3fM5|Brb5F~$&y+e|7tq!XJ!vN1%;frK)57P^p%YusVa@sJrAn0`h>%Ot=_Kp-$n zkO=h{_qKCfJ><3t`F@idcW-^Vj^V|JTh|Oh8dJK|k4y#`X9u+f`--4T^$Iuuj_R8 z1c>L<1ptS0F-_EhD@Sc`s$H4) z7Jnya$tv41i)21PR7K~YAik&`oz&BDoJQ)=T2s8 zM{sKo%3!wKUTD4Pr;Zu&astq3i+OmJ7U;$&DMT=HGf=<~2|{VuYB1K1cX_DkFNlI{ zp8uqrNe+XyGc8!epmR<10pDq~t1IjKJ1fM^WRaf}Xq8wLSlu5tArR=5R(8gFnzVsf z{$R%(jsi>4pC^5lH4UN7Vv>^VkBZr5vU7|-25vD~9uOUFtHc>cSSe^!@ZfKpg{`)G z^u1Mg?~XIOYHdfc0Kd!3IRAiXujWgR=}SlmfwPWOHnctQ#L02C;VlS^_6k4xHwV0_nj2iKVE#!Im5k_(&ri7rc(<{5TY@1Lo)Zd~@6a@fbQq3ud$6(lLSv*l?U& z2?LpsL_|3Yt|`!fCXmHC3C$BqYF5+Y0prJKm^sN3R}!a#2x6xG)WHF}z)hVgs5KW` zc`ueXz)2?o<-<56F1R5|0|}jPVGL+C3iw z33OK<@PudqN)XYP|uu4SY`_1F=;;k>QdF2|cdb#uAbu zh^R2f@nT)HkhV};Nw>|AAy1lPiUvTEN}v#8**FqVy$0sTj+63#UF`dv=CP*M#zPH- z+Ar1~iOj3JJEHJlIhNPl;&C6vfNHv|9WTGzjTdG~qmHmSS-Rg?XZfNdI1P6XEBefJ5X} zFm{#i+LXljo|y*I1eOtq7%w1q7YMz*&5K5@;bF3!VByl$Sbx{OiPrYpU9E1lh&Urg z`=q)k;XOiW&aCh%IG2PAe6dK}R%%o=ja7^jJ8Pa6>D6AQlOtl%vV8dsQNC$!P!5?K zIONvtB)@DbxRQll-@A{FrO@FP=Cex$(81}eh2NI?PDPV{wV1(kzFigwa zaMW8dX;&(B;-$Q_nd5L+ZKiWij8=7`%AzX&`MP2rc*DK|#MNkoJ+YnT(#)J@W~7}7 z|0OBpwnjnNKxk5nNI55`2qv0hkhvt=qyw`HU|q;5K^o3zNBD&6RJuRzQ!Jhoatv8-6e1*knL z=D!aNR`eU{RgS_Y{Yb*ib4AShq zraBaa4uryjytg(`%z4Sw$l9X;U?AXXO$Gn}VVAOc!D7h}w`Nh(4CxjaeH^GuZr)b4 zj;y|~Xh!!i5CH_)iLbNfStVkVr%8U1brYWW9uDxeD&pA>Z5qdHHQp93JSg1B;bPZr z`yL8Q?IJ8m@DqrHd{!V1`Dy5Wsc{!!5|j4y-#9(WP*5sF0KDh}Fhe7N`pS)+U~bSV z8PR(6UGcqpZ`D3^&kS0nU8zxV`Hqm!80iNldbZ|l8l|< zR&Q0@R1*`a9BI8d3q#O63p8ZTdfzGlIQYUe3J|d@!1fp)JK&vww?8(@|9hPCPUC-V ze5B#+^*>nORX1Aub&1c!|831@tN*s@ud8~ZzZdzq^J94APXBUyY7QKjcCJptHnE%@ zkiRfdBW*0Sl2);#3Gs1^^PUkE*>-`-w<An$G-TJG%h z1?KeVx4%^91j?kk6-oG^r)2?(Bgq9MFbL?w@nwcbL63l7{J>FGgOu=+L^a$@V8aE_ zDpY#$j9K6vF*{;a%|eeh2#ZjD&&|UEBfXL+-~pfAIXdDAUt1i-(pi_za=oP)>1=Nu z?!5}uVJSZ|A%6j0Oj|5rR+5xBmCMY{p?jpmg6EO!ff62YD4+%l%8bCGkJm{4ILy_I zOqKM3leOh4g>ay4)*Tj?h=9346`&wRp5@8!iXl)I$x&?%Ev|MAI;s3WRJjFPv;3Jjc*a`FnSI~XDk+!*X zFBS@*Ho!kHNf5zH>X=pJJ;n(rB7;6aiUf&yX5^DAJOyN*K`PgkRm_WD@ZJ>i(=a0u zZ~|gGb&>*~WVseuHW5A?C{qX1@fZjSm;fZ;mxBw7(c(&Iz>op2S2x5DA70NMC?Yo# z(pAZ_p7pB~Xr7b=A;e!?Ytj{zkKRXI8?rzi9Z1g7jx*Hcp8 z-@&@b>E$t4S8}l05={6N$b?85`grsVy*{jT*aypkDtsC{Ghm;xHrZNY4awOkR}SOUUT69ZSN|&${tr-d|GnMq5fvVF(<9#{~!Cy_YT;~qTVMuh!_%q}Vyq93cC&=S2!_%j0` zxKx`E$TAe51(46U*Iq_HORpes2@%`whHe;{`xbG0xbk>b@<~3!q>`n;Dx!%L?FuSh zU&^K}%>XwAD-({a!Wj7&VMm0zd+J;X(j}B;&V)cWgq6|5$wsquWyzXQT zQfRx^I$lxB-7}dv5FT(=18T@yw!eK4MIL)51Qae&VANA`06d0A}853;9puh!Eyr~lgv}Cm0<(uhcMQvBe0an^tiTVQxPCdy4>bNCxMJp(t%Kgz(4C*L8kgN(|m}0{kK%0c+7s`)A zBKkQYsBn7lw9Qm?F|9FOT2=jlM#O-C9zdt(7wO$Al@(3tJ|YR+gHt3pQNeOcs0CQe zf*7Z#p?U-(21W`TCzU$Z*N9MKvPcrxpcjB0O+_bw9o&zkF-k9f)q&C-7S$Q5c;jhG z42DZoiyEB^k|578`jDRmtBaqSf0QmrWFjzUpS6$(3+PJ7X5hP3a#2r7^aY){6c-dV z7-qUMy%Q$B(q2>kuaEz|(>&7THvYTDj)oicpR4aN|uisbd4qO~ar<5*rj2ZYZFAlnY3WNsbhfn*XR__d?4t{+rr~d;K7z z{Vui?$Yp`2LuACD_stg&%jH9O6(NQP^-1xp8qLHW1`ZI~8p|vkR)lu;%lls2?Wk_Rxd019E!~Ks)I6 zw-m&N0qyzhtQc6RJD;6puGI8Qk*xP>9*S|W*Ru$oT%OB8Q!6@MWF}sK|HcArAtrr0 zwuG9tWn5-#;jFPNipCt8xUa&_-o} zIij*3M%*$ram4iQyVgUXLud*12d9Dsle071UeS$1a_`*-#~JrP@7w|m`xo&a?QK>k zPE9DY7+OsrO#&9Z=z$0bh)J5o)r#Sl$k~ypi$ifAy9e1A-2J^b16@o|KYKBdns0>{ z;OZkPKYAt+IOU=$^}PvbBMQ3S415gvS_kY8NrvbS?TsHgJAUMd z+kapcejrm>#-ifTOa#7{YnV%*85jx_00nW4oq5)%u;8Mj8Vxbxv9N5R2qO?pXaF$P zS#K9v1P3Vo|IWX5n!cm)HyfJj)3uMs@2UQp*bhfnaq%nh->rc$qDdWGaP5?ss@H&VzD7Rt(=-yymCh8P!sd8gSlRbl5FcdH-FospV z%fw}4!%nTAtc9EQE$m{X#CupgrvTVEI&jl2{e=KY7QEnuDsSRZ*(z`s!gffzCdV}F zQ~u<2FRA}SQ!wiz1bYE&O5pjU$!A$t0Sq7Thk23vh-F*Mu%?Q)Xvz~#VL#ztA=Yp2 z0h~?_btb=x+UIZr^?>qd_x2V~1~y`rj@UO%DJ!Pd3B)Jm|T!KIR*wmi!{-*GpvH%+~2!4c3{luCf!TY-7fbsk=T$+r@(l+BR|2LK4cBn8Vw-~ghm&g6668}K*T z_!KY$mFhS;&wCHjGsQj$c0tNkL-l=B(|?qlAs(R(CrH5!4prDU3par+GX(`{VfMU> zZ2fI>#K4sj2Qqz&iTK^-#&~O}Ykd3Rn#9G+?>@Z8ZKaJ2bj5S`(g&^}u10CiGjhMg zA51n&v8STF4I3xew|rY*j$={~K)5c2h!=9q;AjB11X{wxUs#()nVfRqmX{GR4UUMS z36F>l;EvQ!w_pP;E5Vu=G+R`(kk?5Dwh3FY6Dq_e4Kmo!rj9D)6bOz!iZ_ETU!v_E z*gNh1?UrgJ8GHAkJ?@ds9~C0DHJk{B{|5vUC4J$@>sKa}gqy*a8AxR3-AAh6f8;*B z2Nl=Jt_}zOhB%l3M#N+Hh<`1gMj?QQsJK+dWOQwh$wdNP(sb-miR$BoO126$_k zObKf(SMJD^c}&OuPMo#J#O(y9(Km`pC67tO1_7+)@KN1|}fT;I3nn%-ef zpl};iiRpd)c;0P-qYQpM9ZB>(e(SkC?%vAibu+B`I-}CBQ1ZA3hb`H?h5R#!0rm{uE6dJ?5@B+q7_)LuV*5y$vtjNm0s2q zqnbI-YF73$gsyG^dN^yq(xyY0AE~^vCdlARo;t?rjW*TvZBq}Ro!CiJ{y*S+ozwhc z)90GT8$Z(6+VH`K>iQFPQ?;VLAyVo2<<}x=#W@Z3^F{9=?Y+TD3UQm^q$?2f#HU!)tqe*EdCu<;L^!uu{ zuOQV5a=F5`D;YGzje?tC6MI3U31>RmePMIaaPBQ_-I`KE%-q2tyQl7>cT>u7BQR#e z5dcBy2trp^g$e%(%^!47gLjkoWYGkMU?sh1?O{kTznp?Qlq7f^f?*J*IzP_T%o64= zbz5K>-K|2L7(~oe=`!YxgL5C<4?m~%xC57k^wc^0=Z&q6LI3o&M9vr{`h{zzB%1cp zl@*_GajbaImg(Z_Tl;5$7g6FAzgy zLa5Iab64R{=3jsdXzr@I!0CAT8{R>IN5XD-$xH0W-MbGywMFL@6r{)^uf<>%am3u< zv-%tMSaZP)K$OEKvIq`q+g}&)=U~1F_(m-ibBu&~nVw)sBgDt)LnUv7-W9(;w|6h=(u_E(JjCOu12L9` zr=^@`R)vs?*OwR5$O$vYtY2`nWbhLru9=*IkyKn7L<&n`3%*L2!hO2Fif<;4ALFp# zpE#%0XbnW!7^={NE*YS^|L*wXLqm?+2rMyfj?M%Uk&F~BYeX0EzCBa4QX`=Q(u>^r zUf9jttlzOcHT(AUIdq4XWxN1Kj^y+jyq0D(B#k$=%Bx}rEr@^*yR~=Kbfo5-8wP$Z zWRQ&m`)^@4XMS%6x^f?zrU0}vn6-VnZ)%SBoVwYP;Oy%-=*+I+#ij$y(o*+^z6l!RPSR;y zCvB00?HzmFN)FO}q(0Hx=Tex8deI z%Bm({x(k8}vM)(uNIHtM@CM1O5LvKQ2u&7d5RT)BSIOFPMjn;X01L3JD=X@LinK1- z@U!qopu=XhjYBQ&K_}0{>yu?6$rpjog|Oxs0fFG`IdI4;s~NaX7JX`+d;u)AMo7%O zh~*p;2-62wCx00PgB%Y8G432OlSzrmtUX9a zAw^Tj(8=S*6#}3NB$XD#5qep)1^1zuf>q$~ai17v0(z^DYNBj2LfAfFcV+fCipp!~jzQ6%li zIC+yqEi+@X#ARmm00cHpy()1`y=To?Tn^p0_okbS#QO%)j$6CL;s}G;!u;U!8r(5V z(9syLf_4<SZ)3=Kz|0)p8V$5lH$!8*4_ zH4^+DRuvFvit_*c&brflzUlK#&o};h<5Laa)R3sZQ1`Fv4%a@L_&?(BtNERpp6aiw z`opR>$9^`JivC!1JX#-l#rYCmdR_i4-w$ok;Nit(V)XVC$&?dZH4)D<8?ls zEO|ccSSt5+c0cMj9B{JpsAykY7!Ldm+pfMjb8pSz!>1giw}37Z8s+Kf>`h% z!Gg-=upI=NT;5mHaqN_HBb%SWQbDzb1%4?rGa^43r)DmAcanN5**2024K-zryL;}5 z_w`-Geobc!lUkd7b%6+Ey!m!`# zTtg0Lcz^UyXJ`85Te9q{^mk%3e0P3>?xT0dM=y^%?jdA^FW|rBVqp{(m%RRj*40&EY;wPinZ?N>^Nhm&%9bChv+LI_&m3dH7vSORaQhQHgU+Bf?R80=fPR_5*0Ar+= zQ6nPRHr78J`fQYs#O-435BHo?T%7FBT}3^E$${<@i>b7H?@Zzc{ttr;Z_znv8HL=E zZP}wJPGFN5q~PF`U2KOl2b`WzY#nB2B!y3soII9XOie%opPtSaqyd;@kt#Z!e2gs* z_Z|-mz`@bE?`%Zw^!4-34bA37)Gk&}lQ7Kt4Z?$b`J@PPn;;1@8!f2JGBP`hWL`|2 zELqHqFAvP(Bx-oX%f)JkR! zN0}*??MbrmPy3!2THz<8ukkpncnP1B-rkCb1M3e)`ba(c2_NKOXhbO3K zxa-90e}Xn2r(0iFlj@pwUO6*5cyd4vCujpawD=pxB5>toY6f1G!Do_ZeCze-^))yx zA}EaHU-`3juD)E z0`YXa8FkoURqEXBOE8t$RVOc%VwnGHj3r}AzG#L@dM=>ih9W$G4saiQ5s=;+9uCX^ zd0l-$iv_r{A;Dr15Da$(!Y5Ah3Vq;GphH@kKwG4ToY!q=sP*1(Yvb|W-VrS8Om+(B z7|H6%*AQrd;08lp19%RfSq4`V8gW=;uBCL!0`cv-mvAL0I`YS}>uQ0#72JSaAQ1;2g`{)}&{%ntKZ51J~-pSL| z7MOc!MI62PWdd#onn1?Oq9ip6G9fm4q~byPp27gVU~rhv*jw;jv-gtrWyN3#4K`4M5y%lCMJc)3t)1gay7qc=-+DCBbqa*gjaUYE9OBl>02ykZ373kd%4G+> z8m1hQRzuZt%}S^9twgr*Jo6mLf^ZD{ILY4kM*52DEBiOCa_ zgM&jSI!~nVVFmsfCUsq0%gy*|fi<#v#QacK4dhOQ?%H&)-q#sF)^)4Txw(*?hB^p> zQf`ddptFk?y$hPyG`mO?FZ_|9`sD z^U{I4DPB!4ujMK5X(b${Sp?H@l`e%#JO%Xg2hw8Us4YDQOTf>cl35^kvLkWvireD2 z4=B4f+0_G2R}_gEDWJ05Qsx;h%U}it?vy^Ix_ZDm$`h3O_y_>q=k-Vd701?ToXDocYaPS83QfMH!)37HWscC8HK{2WVbur7J=a|`s zZ-Bl&$PD3?rG9hnnRcjt=Aimf@kO{AAT5wkPxobb#ET-|5ZHxv#1qLjdoIi)?O~oF z54kP97#o*UHb9oO!pJ7ubd_c%FJvLXV~8`Ujo)}ij}Ld9481vibNSYq_V&}x+FTAA zY$WQN$v}~jIk&|xbk+;?b$D%DY18iP!-?@1+(V9g*jJwWbC2 zhUBr!D0@2vzv~t7B{QlEAr2ONy_TbIZTsu1v~ z&11;=&4r3PW}i;BjZZAe)xZU*w3OAM#zt*l0Ky9!O)q1V&RmYUX%7oAn4;$B7} z+C>o(E}0)CQi8phY`Zkt({X9EyW`UE3H;a7VH69Ykw{5j?vu&*)6ZcyTgb)0T^%J* zjpVeF8OuTA0<{;F9@yM|?+H(qLfq979zwvtHlGT++jkz-%%Pgr_I77=6(I&*^1v(j zVRV!LtLTRnC=keCyaj=pSCa;($#>5z+$i(Zvm4C|n??tyRt-T#K>D zn%1_kwlI~?B`+f46fgt+kL;t#Pu|sSqko_S10TD_5+o=rEsAXwV5Sf!Esdjo3J$~k z8dz3H)DVJLJX(rqgOeqHCV@P#+8{}z8GvX$gmr_87@b3qDlWhb0V6D!(r#1JM2@9R zKn~6W%8_tV7=!!)w`ZyEJn$}8JlQThMJY5)J( zrcC3f8h*O|)w(a$jnsamwmWe>{T3+^!ZxM?mtlV~O%k}}HY*GvzByxVgx0bJ zW?Vc6Byh@kMMM-xI0K`zaE<6XF25ns3~;h?1+syNH0IhA-7PXy2k=t$N|m z4f-d5*M%tz5m*Hn0awx~u&bN>rUfURTYDKx#-$dMUk(S=+mt!j1=$u35^KfNfFl}Q z=D8Ps6lPXE2{_jXzC%MeIvho6(CZi%xyZl`b1>0OQ&SGf07?ZZYk(?IEONk=(UGG5 zG4T-&(puOBDVw%CIz*GtF=O&Mxv9zLh2)7Qa#Y+&}eYyTbNVNaPRgk1zQZ_i2(${?{hNw znf&so`7i7?@*OvE24co2#0+XJsMAd^PL7OB5|oF$E6I_OWE*$Az0x&Isc-n?KgS@x4P^zqQB$>(~ykGu6>r8WR46RC$fTg>IgL6I|K`WtozkhTJ^5Luh2cr5)JYV`_M zYYV%z<(<0DlkroJcQ|f54L2DOi;Ji&1aY07GWcaaP;*x=Ll+u+N*rqNSlHf6-!_fA zwNJp??WzOy02E4!tp`U2N^muPmtpD|>&yg1XY7^6>4(7!w z>6&9b zr=6SP7H@BdeQymGcy%QZ%@rXjKhu}WahXe#!CLj=&XE8mlpP95ZZ)@;r-rjtp+JNh3Mpak5u2vr6Gr8b?;2*poZ&@`(0QDrBBT`h%D_zpX&Dw^ zVxeZA1ECK9Vw2k@2A?4eQM}^mGB1J!LzQ!|QYyXJ4n(4pj@6*GvWCiLup1QeS!C$R zgVEZKw6gi4tnWPuqx-ER4$LB2ZnD4RlXGsv&<4bJYZc~I6y_R&6BJ^uA-63j?c?%P zzt(bJ^q;6Ks+zgNLIEKT&a{vZg{?HwYd_3u8>QEtfb=Sc$+Z-O))kwP^uIh&?}qj1kD@38o=?G==ODj8~c3z z1U!NdJ8(E#08LJF?ph9PEcXy(<*F69qnr@>orZo_1Mi^h=?q!t5ce+M=-TQ`kiBuXD z<^MN1S*Q78)2EtR8sFYn)9~?zBlZ7x{h7M|r|!ktU#dNu_?^U_`1zWTRR3-DKd*i; z_J!Dm=)0qLMSeUoX3wN6D;j6QE8`pU|jjo!k}K!q84<;t3O2PPAzPrL1o zTi*q5$-#}zl3j3>41bwt==ktSk(u8BZ{tnI=)URg@dsL9`2cjO@n9m0y2zp~QWhH5 zvFBfA$89^9_2Vxlo_=n<59Wm}EpMnN>rp&k2ofhdy`(=s|rasXOxg#w9C}rv(j*!|%Kb zZq?gBxmH2BG+JP?yXUwG97y3SJT+k|7o8e-9rKLkgv?Jo*A0c_G&R-G4{w=|uS7)~ z?D7Q|4~{uk;mKSCC7CGs0IZ)J?xl7p?7U4g?(yg2=Pp9OvtQR9EuTUA{p2^9pOJnG zaOSuuJA#|ZDcltYAt#|{K6H-Jz|u3IF7l=^yB~> z7bWG|+5Ga@dt0W%M`h+yH``8MAP-l0h!ZnN2xuJ_`&vwL><$tSfiV z1nW=NI>jJ^iJkHo(BOB%7L5e2zg8gFdvP49k}l__7pgLXRBh0%&3U0LlKf6C*;^1U zO8|f!GVUP;&+2R+eX{BgF%BWyG>8WPn|+gU|coS z>~Jkdvql;rQ$|4^<|6l`8;t*@@LoX`dmI}>9B0bOW+q|6%nqgGFJc8iedv>n^Owtp zU0ZF#Z61xEe)36hXA(KupIe$wa|_D?RnxpK`&V{DUU&_msvA4JcnNcC#T>ycEM|rR zf3b>)s|-yGwSi|Z!b7Y@{pdhCVAp^K7OpU*-@+~$cmngT`&Ad>7f0a|{s7%MJxV%- z=+SOtM}ZW=GUIe44c>3-HpUclza0;>Zv6z|2eCo)o!bTo-DzNM*ZKIl5yac<@0z^i z1ux}uI#^0rXz`j)SOX(Xvv4fz)u0G2D2b@24nrj+= zz2TP|*6V)*vHzc}yIlKO`2YW8VkG|U@wS>(&oEA{9cTcR@xFv>kz8MydH}tZ61KbQ^>%sj)MdB$O2IOZ&eTLq`K`w+o!DWrR zU-fdL=ahR23ZjL4ZVCo6xczutU-T|j?B2f(X(Rt-3F)XXNVjFpIE*5yjiJ!+wio^b zdX%kyD+YXY{PkzY%17cJz8*i)4owR@Tb7ZpcTE%%7xjCIuEJbPwheClo~2ssje}-fV|LHqgn5|FIs7^ z4vQzirhg4OrRi-brYetSc}ZzT0UnS6#62!QDuE{B3#o{XFetV6`ps zzt`8X)g4&0h@yM)R3${w-Fd2#K4+85Z!n_RWQ@xTh&5bw<_b9oCFA@fQBPhD_mx$I zcELH0VNoXdm+}Y`Ok@!B0R{uUwo9Q^VbaY~4kd7op#%=NBDU~sCYPUv3Hz-1jaafx zE`&XntMMKtbc$Kc3=bycl1Vt|%Nd0~KWwaeQQY?1%@g`##~PqOKd$qRcvlxp zT#;@@2O7d63W!`c0|oDJ1ptEZ@Z;f0+Qx3&<5|`RdE8mGkr{#v{74X?*@__S6O8^i zn*4I6lCeF@IL^-7v{Tn1cMl`=f&Cj680O`j^~fBmGOUjxH~!iR0wrN!8`D6^0sGsA zMbg(y7Q$YDPGplfNw2L+VUldeJV0-W41CXxdpVqYVabHwHsS`BwdMdx5FfTdk&v2~ zv)9!-qbwpa^l9@(XJ)$II~#9lxpn@~wd-qeffs+=w|d{0SYq+zHP%8yAZW4x=kd&f zwW2ykw8Q(DmXA-7jjY6w`qE@D_{@FADwS@{l4>eaL$CBa&T? z{$oiANAnzf+qzOuoM_as|;XfhZBlOv_>)0@8)9jOz#67bq}vKvPUlr8^@r17iO=njF)|7AW%}1&9~J z92!Qpo{-xAf5T~hvgx;)-qQHt#>X0dwBi2xWZe(f9jxt7{Cc7{{;7De<_~I~tNyL( zXRH38sxkK7Sab9TqAy1NDl+Z-##fjUz`e^ofD~=#!8AbthUQnYwDn9*&rFW3(FcDAt#gs)ZwOJ0wE&qF?DAyK@Z=yJKqp3Lhr357 z^lGxLXBYyY+(=FkG2ou{1nn8-1z~8zqQ%OcW!?SoK<$7B;qn}n2PREkKYvwZ)8tOr zK1&;Y%Doqc%Y)8U;}H%lMW1o=5w=b9@|3#|DLf#!!iB6KY7tZYdH$;gqu732CN|Ba~q&i)}9-2_kwwVA5)|YFlz&+p+?1m zb#-=uc~EuZW>*NT!zZ?rPjF*D?nP7rI@Geh2bm+%*V6+OASUny$PC})C!w&on1#%M zD5vXbWGmt)+~C>}dI(=?L_Og$lcvGar>=2$gBJfb(7y$Qx-f_sr3IC>WOHhYD=f4X z0R0-rg}2{PM427Qk_4=mW}hpeQ67gNqb<67z=`%buTVp={8B!EAtTUFTpH~i3vVzl z>%y&an@e(=KEo`g-Z@9^xIk{x8GHOSx2gBkj&hrpb_9TKGWn3iK?!F_9Fqc{oG%O( zZ-5cf_UP_)8$k}92I{?}f;%NhHO8gs=6^{A_)u3lT#$p~5a~lxgv!0X=r%woyXee8 zXze~Of4Yy0pYiJvk=cFxMYq1@a4T{KOKfC8*lfG;!uQIR9c{9_>F#su;-~uHU>dg> zII*mRbIm|HX0m{K7bTRU@>K!)OR#$OjP{I;hex0lJ6>{Yp{9{!!q%<>9w679+WZ&# zr~6DU{GM9NoeFmDvu+|WdIdiD?jemFnCyCVa=dby5%m^Nbv+8F-|eIsd35x#u9KtC z-+&$UC3mX3G*28!Ak}9x>E+N`|2q!W-Q&iQTmTM2F&iomgk|#x^n0=VKtT3l;6BK* zM*qX%ZKo~{wuwNq3vLbAmmX(r2_y<~0z5dG7^BW#>BE^J{4E9=e?{}-> zt*!1pXO+G_lv@|!fwnjn{BaRX82qfQyMM`pD$6V)d5+1OgLzY&@&H(5neYyAC5_*7 zV>O2k7qKf46_+mp6fW=!g17LMKe;Fr70n63FL@FX4ut}k7cbu@QeZ$h4L=I6zgd?> z<<2>I34WwI*%{_dEcpWDf_#V?wTYykax*MX;WZ0v8===*uai}-z#~L{Y2Jn%<07+V8P`f}EC{Tj87zGj2*NS>umf~X?Iz{a^^RAuRB#~P zA#Dw`p1X-%8Al~cn4~& zy}#~s?H|{UAu;H0)qJkzT{V&Fm#QOG*J6JidotP@`T59Gkp9oA{O?w~z44x&b08J! zl4M*Xf-%B(x`e6sFn~5Z3s9k}>+T6?6JK$%D%Y#buYb+bz5(2(_H`X;OOG6R4#qPi zazz;QWLJ0Z3FKtr_f+|J4yK!IN3WQC#|F+I>hwB8R>Fc{u$M`NmH3kK0A(@yMN=#|<^UgY)&8 z-rs`g^hg5jFUwt)P@oZ`;zMEAcuNOynW=l+J-)%^r#tBK)7>}F{n}lADmj-R+76GPXr#2pA|J?dJAij z56x6gmp1Ok-Oie0U00AJi&@yAgU;9>*?xOri^-F(Av?B`^qvm81RMH$+3f%{40zB0 zl68&=IC2IW@EbWYDqg?}(1&<5eB^-v2Ct8d`v_8QAzu`IQpq`;MW6(tUiAkuFY%{b zLjA9t4Gzk`-0-5cD9KG6cKooc7ny{MQz9Snqb* z;(PYojyvh4Vg8S*I0B5xoo4xBlb(S15-~O=*_e?ez+duA9!=`o+!&3o*w~21Ci6Y; zo=`WS1dCxjk<1fq6yQJ90Wk*Z2We9b9xA19P$gCpwlds-*TQ#FhU~WQSCzYegQ%8{w1Ix`Mq8@?Z>v^t4!RGz55=E+5=fz$S#VA;4~`dss(}Nr+xK*y=tO3o&^Iuk zlT2W`jeM({_P*k_K#%;SbK^vrx42Pgd2UFuqj~dFMgUIwQs@mRYkta2Vk6EwS0U%E zKwAz`Gw?x_;io7_de}4UK{1W4-|HS??0$!{fDBlyh`u&f_Q{^0w5JQ0T9ehRP=?9m z2`%075TeRg)*eD_nk>OoJMq9cjIyRk%di6_aOE(r{5 z(;T#+tD^e=^vIVH{s_;Npxcw|A>z6sNKh@gLKltl zOVAKNKfoJdA$vn7z%cjI-S!ZrLh&mQsloFi5b%;qAYXDHDd|P)M*#_nK;Sy?69wTL z4A@sF>$J_9Q^BFsMP78iB{J+pf4KRx&A-t6k>(FHzuf$M^ApVvHAkEN6g~kz+VmYw zx0~M4bg8Mg=|JP(HU4qq&oq8_|YdqH2-0;QduQdE_!_PK+f5ZD4iVbgT zIMZ;b!Kwdr{m1LSwSKMsZT0=p&)2ut-(B~&b$?X%D|H{O`YC3A}ul{ecds< ztIAZJuR2wAsA^yAf5g5R`(0E#{QlTCz~kXs?D^P0tRuP{eIYs+O+|h;^2x|YBi|Oe z6^EX>*Af9dz^)xc=%H?4U{68vT)bVyOs|ig{`3V8TAT4^eFPi)V9ee;qUD zqBv0W;d^6U5qf2ovOI4}#P-SMJYO?uv4BvnBMuxX{G)&RK5As~ zgePNyTUT-1`9T6wDHd}+NQm>U1&l(`Hy??OM!Y)!9JNVM3mfp9%1B=U|0nVqk*Kds<^p2X1XP!^oliv7U(Egm;7@Xh5<>8MB%kE<2ZaJ@>sAv$C^IJL=D?xUu^hYWi`K3o<&!J2I*0jZh8}d{q z%UkgtjmCJcgRM;Y7&Y?qiruC%Gx^9>88Ob;^cvs_{ogCgI)nH`3FM6a%Y(5#ALGcb z+8lq*r{5HNJmO&^x(2|R#om2VfJw6fVuJaV=v4uBdj*VweKhi%fEn&UjmBb`NOoGt zM4mnr>zA&RigW)cj2A>MXH@a|F>7|U_|LBhs4o@iYP}J%C6vtsM8QEi*n8Aj!8VvgmqI7$$JRm9Z9VCkOuFbIjX0F$X zfZ2Wxz{b!(HY{vSe=e0fhPNKUFkCw;tUf>3+ggX(9*T)XZE2t%t z@^1_}ALerQlu+!*H!2msh?US)0R!+g_r-c66*Ei`AJ`iKis*cnn__Ql*p$x^8QZ%= z0BX#N)Det)+k*3NbSx@<>PkERM7z{$fi9zM+%zfV4BrEh-t)QW4|4m$1paDG>>)BRp{);u3+CO%WQe7UZVM}|p%H+t*8!*3HIm@-`@2BGJ0FD5AiGn`}mA@J|LQ+;Ek7+ zP4xN8;LQ`n0$rUa5!X{`S0XnFmz$)bn$&xKm`9-Dx5{WX3hvH7(+&+^x&aKFU$gfs z!$IU%4kINySoO|cFutOr+R#R1LY7G2PypSq^U)`DB`U&a<1^HQ*^sp&29Uk=1hVd+>LTM;j5_ZepS|}#b>|c{_=)YT zFctYx`)<#Mb|Y0fi4vz@NWSzls*Y6MRTZm#TkK2GMVr)2eD%RTk zh2}qK{sgoI-yQj*=65xpZ+@)#uBN|f`h3$Tn|`S2+nfGr(@RZnYq}UMG`*$iU{iDB ze{KAu#?M6WZv1HD2OHnrxY+o7D6)st$fv!_9`-hJl7d^?zUg zhxMPR|DO7Tlc4RpQ-!Rx{uX;7rYYQS+`hs8QO#Hx&w7J)rH#s zul7II{x<3reqZ!EYu{h{)zSZ6d$IPh+C#OG#GfZVllY0qFGoI<_@2c36E_pZ#M=|+ z6K_ehChkroBE#`7#(yvVvFIPhKNSDw_^tSSv^stzURCoKHNR5x{Wb5exmNRR%}C8- zH7(I6Y8tEmvic9Ie=hpN)gP(;=IZxW*G6Mie;0XA zB1)c9`6>Ee2#9C01uvrrwjOA{oo5Qb6aDk(2gq>@tbvW1$;94F81s^ZdQ*x1CsO(| zP&?$?(k5ym`ZLT<)3=ZEf=8lRvl(G|xg<~%Td+cH2R=t@tn&p6A zEOt-^iB-md@i~^*U2I&TnzRCz-<3=(p<~f(2diY}0pxTiRAg>WN}QW%pr78>B%~SP zK=oo|;L8Z$RWzHP%T zo76EnBxAeOkHqargbX9Y3e4h28M!#OGVlC)OKd1Q7`SOnF8UB|ME;6+CHRE6hU)zV zz~thJ^Y{B=$07se(V%nBRJlih|5mWr1m5J>iC$>aW}yo~PC;0Ckn7O==%+tGZfyx^ z7J#UDPg3e5t`puyFc<;iS#33XKk>r=F6K2hHR1?9EEc9wa|On!rK7$sO*B;l%WF%_ zPqqeSzw>dy#|*iFq}wJ)(4a6mJdrPu=nR-ko1T$5f?wb%B?rz=kog`!aeHLlgpo^Y zD@9VZvHcODU&jSJJr4}+@%^P2#Vy160YZTK!lX_fkNm6-luk4T9xp%1bYxIDVJTX2ZKbw(}PF8RTj=8e*shxbto`ciiaTP5xCNMokX)rJhU~r z8~GE$xBtS($Vj{Md)f%?$x35X9%0R9XiY@X7NkJaU1CI>?v8Y7`~Hj5j;?@69NN}Y zbiO0@0w(A`wMCM|D>~J{v(WG70FcX(k5h3NY{n$7ddeS!K@rYhl2qxV^xJTLhd4lg zgUS-&Hz=i3|3KlhLs&V$`{(LL)UCDjlj@AKb< zdhQV!spJ$wnW9sXcgrYDjv*xzd*r~HOWxkz5U@gUb$%-Ahbc!I8)JteijIMxZVGe? z2a@VK5q-QpcE#MhLzUMKAFEr|1xH8pd7yO8FUlx`oJ}N3LB$dY&6mzRq%wutU~B$8 z%M6VrV*?(2@o#%HCXx<55P*KmPDSnuQYdeUwDahT!QTCwruWEtuyOyk-}|R2UK$FA zFa;6MpkPHDAH&+kdn&p{yj$rRI^oMBk@F;I_7P780mRIZH#IjQ78T&1EiXL4^n-83(MM0wX`Ln~zYUVZ3eyT=)v%t7*-M0ff-!6!v zl#8@Xv8nMK90HUOiYT=Nz@BIXp2 z=T^}FI$bkK-(SMJ_Ui1-4Kz}bMRI;25!)Lb7#)n<=5ap*;!U26+T+M65jIH9dD;U+ zJ@PQs>39}MA@Y;S*ib~usclkp;uKZR@_?zgHq0dw&R#Ijx^zP(#;TzVj*3iD#^8gc zxFuR6tf*d(ek&JH9`Z0tbliKf1hF{(Z!&hS_6(BGLik07%h_eHB}Cx`PZW?v0Fp18%Y(G469Yys0KW?evKb{OPgxr!!51Yl|*zj@@zO&&=4e9#-Tz{qR^T_`Howbi9a`BJHTWa20{k2uUQ#BI% zRP4Fv_eP(HTy>VgFz@J}TXZiadQPuDfM5ZzYlFh&1g9|W#BPxhadL0kVTk`geG~x zRhl$Py@RYTImE-z?)epF=8n1-ZHc%p^){=Z`K2KGEx(j@s^4(lKtedY6jqP7^NB$Rk?*bp! zd6tQvGb7E6?zz@YoYWJ$iKWW2HKUsq*KuV@wv^bCqLJ++j-!k;BYEN(jXa~Vq_~cI zW+vSNf7)%?0xeKrTiQ|<%56(8K)X<&u(Y%k$`2?7O1n@fly+O7z?Oa9_q&{P=As{zVCdu^IhKS^9H)Q;RcJr65EER>EH*3fqY_ZWyK>tQvbF>lDjJh%Ed%* z=-5&C1TXTHFP*L!*fWI?8Iv183S{U#@*AOC34dZGAx!o2*#bfkdbbHzy|8Yv#)3yj0Dj%3T+R#m=^UhG zO240+k?!sVT*~ODBgb71SUzMCkj)kHUKh7$gWhmgg(Gpa`bZpb9*F~^(SaK}5@#SX zsd*$0ObkT54#06F4pdsTd{Id>3GBxf#&j}zVuRtkF_D#w@>%a zc(#Xr?(QvEBZ2+<_rr6=X71hi(k`&+MX&Sas?K_)^{U`>>;j+#V4edjG(r+d&c_g2 z7R(Ot#;{X3-UduaPTB>+u^#4zL;;vRQ%H`jiXg~!Y!2a7WI3;Wea=3?&FL5%gaOOf zM82B+c1&D4{UD1VwN$lUt#+!{Ue#_XZ9RbRb;MYg7@I=d?=oj`Jz&`Y76Rabp4W`4 zVz@>hmEjni*Ukx2cFQZs`5Uc~+wTkDo9b*mXT35YaGhCph^s}&1gnIEItT0%=}yqS zg6DZybXSg9^iO1PxL7Is(Bm=pdWq=nC04A_cOQ|#_8&~5t z?Zus)v(8zE;RtL6afl0mf#eFdcC0qu$pm!##BlaRw+DChl#(L9kNjuRSl>LRb`Nl;^g{%}^~b-6m1-5AoLf749<*=(_kG| z)}$$@>%nUi&f0|k|ND*h54X>^eWh)=^{uThZFzso(dJJ!w>P~m^beu$hOPacz;_1P z8o#IEPa9VKpY{J|f7tgv-wE^0hyeKh9f<&*hnK7->#5-I$N;VuO;l;xfu>135amQN z7h#E+WVxR%hTuDJWZssCNA0#wTPYEaL`YR)IG+~d;=cfV*?x#WtH-(+92rM2-J2IU zRLD5#$5}Wuuf4Umk{fN6$2VI)bL2y#)6-qv@fPa$C1WiI_IKfS6=paJ28!VyluN>l z>j}L8+QT-mv0XJUTT23{Tx>?j&cL^iG9_018%;6Pg7+KDQBlT9;?6`QDY1rVJu$=T zTwW|t6l|=W>~%9%)H`VLbQAG5~;*L|^t=7+!-oka^+G<2mo~#VZ?l+M0*AoQ`e2VmHmis#{vGyCq|r zlPm5C?}rH!rl?U@148i$Nisj3%Hbx3l4O2(;4$^PXLw))Bmp!z%%>pYv>kd;zaTKD z;_w$wFZBR0fJMB6eK0B5^vrYX%FwzsWL*dy8AVt%s|C)FFhpEgn}sa{I-ZzbiKXD` z7?a5eIxjPb+R9TFkqb6tfO_9mj)dAMNx~Sy%Y>CB%Q>LFSo6AsRJ|4bvJP2~0}R@F z*tiU4hiwZ|D>F5IVR_p;tV9q4=rFV&fErji&p&pHDSg1V{3yiz9J&hs>3?PT`J_!|!%FLadLoTI&Jp zk>JDU;Sqn2fCtpOa|RJ&FzeGxF$&+!i*$Np6QsR^RZ(uxv<~vRn64r$ssuSE>T;Cv z`VF7EQ%_mvpplp~E{kE2B!84wxBC}nYXTpQ&-3j9v)MIoSZ5J?d_V3Mc<}%LQv}l? zQ9FLiKT6{5EWzUUZLqM;cV)E~tTTao?(H@%a}ataKBO|!L5*+Ndn^( zZuq#Wak_yBRG_Db?jS?xY})9X96E(ffcOF>s}npy;F()SDMHF!k+K>JmUB>pe9~=8 z!*J?5_y*2qR@2FiTI2AHE>U}Wg#JHkbUfT%Z2Mx{Q>|}k-P`i1mR-$D;Q!y!)D!x_ z&~3pt1wIvMZoI9b*Y{E1A@gHq%=lv?yCWt(RrCYC73lNW%nE*KDv6JzpRfgzYe>R8 z=rpg3&+!UsC=`7Hy~3d(6gy6y$-MHzo%(|6o>3ol4GJYu)N9j@HgZK1a63sOqoUlX z@Ha#bsx+~RbQEpqoYMu^n86rV1hw+ouBtClGy?nf4H_65=8oS3Hhnz?BYJGl<0d%<(?4j2X#iC0Ne{k3qz@dvP)4QGW04! z$-uZ}4L;38h6{KaVV81|0!Z__WGD@IS)5q(#zs$k1DeoIo&rECz!oNb@IW{+JnTJK zTfKR-p0ut7FJuwYwnte5>ishXun2$&t*vLj~fq?1el$o+rR( zS*bN@T@7}1Tl2=|f^YyiEBrr{=ZAC$p;Js2P#z+pKVV(42A7wi&%rSUG#fJ4l2L}B z7+(U&9u9RFQIT;h_)8!KNq`$V^#CA84gAakP0|J;a<#-)>BwP6K%K>Y zsZJrv8wM-A+d}B9Xa~gV1}>9z1KvBZQ-l~M+Sh+Z{OrNc5qvmX_9Dxu15G}n++jFJ zEW#cS;OEF)LB#(zkKb)MzkeUBSGJ z7-VvT`_!oNW72%X+?at=R;9_C*lO!=qR16S7qg+?AodwC%3MTR9taiz0) zT`zPxa9nn+;nmbKt2gVu;a z944iPlavh30vxpr4Yo&}XPJ2quq2K9Njkx>fI z38{lsf4$C)djBbF6_yi2%F>0-3axCZ^?)TvTg~$l6ojIz3F_r+C^BS0^<}c+o@3jN z2-u;7Fc#n-w_xe36Lp#Z@Pl?1U0s2p@FMU9^F4VHFq>{Ct~*Rdz6Zl$Q9WH&)QhYN zI;2Cb(a|Pyyqk|zcYecKsl*2#>~-QAIe*jn!6()bi>Pi0AAGRay2Hu@kCF{WTV(z; zUn+@;h|~&N!E3ra;Cf@8zjM8ot%s~M!W$ItF%Z!lGy-BX+5e?xU^;x*yW#~4!vz&i z9}d37xUfir$WF?@%^^QtG(}4xB7t6dhI(oj^15L}@2zg@Qq8cv(}lI=EEZW+*xszn z5bUU}FHq^M^Z=0ttpb~;gG|vfhizP}?y$Y8H-i6vo6(VJ|7QEuwr{nSTmPbUpykcY zf6-)wE(O0Byb|~%V*fqXu;~9gpy1u+TQUF5%$aS*+jhkNZ}X*e@h znIhJMFyQjqwB1s!czd9`XV|zZh7RUOxYW@AalC-#sr`%rZzD8UMden$cw6XP-0C*0 z{d_IL&$y6T8AsGpp~{;`(lS1-og&0F4*++R;^3%K<9CtE0ftwXwBON=6hM+>-~r8J zQgl^U1+=Ne{jXtuiCN9&Jd092jl#NGyfyUD!xp4cyYmnv6C;HQ2Z;|S46IUzHGfQI zGheC;U_p2ZE34{e2JA(QE34YAGp4oTEjUZh8F}(ymQIl)_Rso6y`zxl1#Z`i6XxdN z$jCXEP7$8BwCn`$NVkT9OCt{}nNxxDRzHW&J&I4{U8PmO1L@*TB1#eDf&?`R#k~4a ze`0hIuhXI{w|vD8tz0IQXSca)B{Uk@WV_4g!Fy+AMQn0sL)Oj3_TbRb(_pDIEiwtr z6GGTlpD`R?7|Dof2yoxCl=|PeNWb>)G5T>Y5D94Nwg2CJD7x zVUaq8-YQ~6Oc919Mg@W#d7?rOH9`UEtaSTPz14u3e#kx;uj#JB28yffvNDuDU$0(rRd(3eIP&Rh{b zg-9#ZPoyG@7U;>{46wwKiv&vIXwK`ZaI~g72=?h9xun782tIZf!LssVI3<3&>}F(I zxbsvB>e5<7l8{CvU-e8F={H2%mcMua+R7mUK(Otp=NBXMBP)sd#VFrfWQL6o ztzpD!CVKsVHJiCy?8cEdU|glUzL3-R9nlK~;9lS!6Bn7zVNwEYN~d>Oens7L#aB23 zj6saW7r6bG?rQID2|O-*wxwbh1f_k5os$7L6xJfkM&)mI+tOhX;2*P1PcCPjSBss9 zcXiFU#M(MqMvT2jt4FM1xo)scIkpkv@i=Yx;yMI2aokzY5szeR<-^7Op=9Q@ZH6^a z*QI(a2`o;s;(}8FHZGwIZsGCG7g8lEAy-kE$ihZPt8U-%aOZM<4ZE8g#wjFQR!7&& z=&YJCo#-7EWgLu;(|n4I*YFv2*E>hox~Lx*7%+s;4=FDs^@_5?s`-wR z%2vK4$7IKI=K`I{gUbgwVpzO~{8d)EJfAC$ui=5)sIpn02171{Ua7x1B8R69HG1aX4S^6WaWok2_A=vAH?FjT?Gzuy5!*Bp9ST zqYvWH-pt7)Ouub$>&VA;74NVu*3OhWstQN77L?4vt}d$$7H)+9GoPFnp}R@LmF-lR z$?hj?jTaOFNcAC84CCI0qiKbY%XFoejeT#6l3tfYMZHi@>{03o$Zk@&VK-5=);>7Y z6C*n45r_v}z@vIX)%{|tCsez2#$@d(zASh404se z1{}azavA162g9e}zCm{mqC6h#?Tv;r8QeZ`98HjU!!B=6hDPw^t;Bik9?+VRvLS4!d)xz|92W?qhq*zwS8aPhuVf( zeyrtC^UpUw(Da$6!O$;;rh;b!e-t?0_`b#q4Igf}-~U11ANyv_pEM8SrRV9N)muER zoOG3yh(lqnOjEW_qATo$a?-8Qsa)|Cw(F2_^&$*b9dfe?eymAmi!8)L_RdmQRBqi< zd?SSEE$Q&E5wD?iaY_PQ6sZ+^!}+XT#l-U*JV_<16E`4 zK^?u+MtPzW7vvUXSZit2ek}nI57Fx z0dN2~#c-3z03#@Jz<-M@3F%3pPQwWxYeMA5&OsY%4BNK}mBuP=E+TB9*9AN|w*M6{ zEUdSI>}UbpI;S5D$1WrCC!Bh+S$2=L9g)1wbKRa_D^3Is9U3>TJ2Y+DdsXT0>LiHy z-Ig-5sujyDo+QLJ6Y+axu!@|$A^YUL_ddXC-C-& zY$JeoWfRs~aU|Gts5oF;b6^m%Ei0sn8k4XpflXU&hF0qFob0SHT!Fx03A#4Tu!=^Y z^Oec)_^~B}>8yY(Rw?3`B9<9$MFeszvzgUeS_1Fwnd_+>+@<2Hz+MbUTVb4t{CSl$ z$R$2hiJ0phh=#b{_2MyDHAEn0PhN?Gk%KZni3yHQ^mk5AYy)b^ zU45y&I2;;1S-yFXb!(iWwoXx~(5jfNTLyH6(+<|cCMX(`T}rnshChbtK?H)uiGoUd z#$V&Iz9>0 z$re*>8O6gmdq#2gtYU{Ewhe{tpq+v5E`U?FPT?yCutuJ>Yt_vpi$ijg+Yrwr@PqR^ z90a-<%=3lRUnmm9f48qQu*Qo6p(7(uFj+0iA5&WXKJ*mA zAH^@G6-z^sI1U*Wz9e&G!LTYB?o=gIRd6L0g8evLNrBg-pRw&(N6@unuhEKLTBF7O z(2*kmEVf!AY-tGoAE$tmOJy@dugUmCU|fA_!B{}%s7=mB#swPj>u5$6Gs|?I?6S)e-9$?da~ft^HrxKimH6?H_7?SNmJq zOa7bM&-wng{Yd+P_M6&$ZC`Hte8Y*hk3&lF?zT6!y{7GQ+v9Dg+a74!-*$7uYuiE{ zUupeX>la#or}ZaV-`rYm&9zRqMq2M|4YYitlCo#be5e?IGz{j za@R;6oW_Z#@YsC6NZ~S0+mdNb6Z<~c@g;L&I-h}8o*h-q_kN0nQ4Pjo{2s+3nQ_K} zFv=7OWeXzQ9HodlRRxSMQur8WG6%m>V2ZwFir(VNR#_~dGXA=<*;Sp-$cw%Kie2NX zz!nFaKTA=roSANDZK0X-jdc3Ym|K+6vv>);U3d7;}dJgu>-%MX*iX4*`*vli8@S8L> zW8~nCn**x=bSqt$_G-wvg40psC{5;`%Sqo~ajZ4Ci&Vs_gMNYIy5)WMh`@~E=ph*Z z#>Ng$K8}W5?KW(DlU6_#XJj51$%-72^o{WoVm71}#rG|WuEO>rbVY#d_x%e68yQ!a zE8`4&;`=9>TtzB5CfE1BX&p>naRqK!B;$OH$oEwWl5%R3R5@gX0m5=66^Fjjo~ys3 zuqdawj{y1NSYo~}Q+OA_YuO@G-(ORz<14LEi~`>mX^^LYC$EffSTXDSJdZ&@6UNht zBn(QEzE4qC)xbccVC4|>8RKjFK0&MEBsz^I$)&;fF{;_tuE@|ozP*%O#R!@s6oVeg z5XFJzgD*UR-BIun%xM0lcl(dYOr}fRxzhvwjBmRNVRL_{Kep9d473O63F9La=$)&_ zp(SQwKgA+E34>`&f)=y1QM|4bpc~jQMq!hrDX`fIjgkWzZx-`TMSMR!pP>!?(K|L3)q}g%8MM0htx9 z4ToiXngY+GEMgR;@1~E(zo8e^=jM}ilZjO0T^;^?<~W5V%p!)-V(KMyu#G#xJB`nC zaZd8x&a(kCb~+Wn?Gnw1?`-}Ig|@o^@-&Wvy;uk|kT%{+mm3tl1^ z>!kT_wCB}649{fO5hag98|t*tLXIS~zC%3KJ>b$(GZb+S=P3F?ab=9(=7Slw23o0N zW~iYl+vm^RO~DGM#?DUqet~YosU9XzDToYzGWri&5SvZ(NpyBX#%$s|I~WXN~lchCY6FLIjPoaSY^)I~b>Dp*Fc4~Eelpqd1uMe_#*eplDa z{ihuT7Z80*L@|JDtFR!%XZgn{h@GfSY!;p*z~Yd!rStUM@$oL-|EGq4O~Xx?chL@{ zw`gmazoL4IRvnwe{3klUM5&~?M5p9wF-ojN68Szt*3IR8W|t?^Tk za>E>q6hB6ZzKz?)&pb$T%@rR$Mz|$TaE#sj zD1B#94pBWILe86SrHQnYQj5MGZjj&A-^=`ET4_|w{LeJ4lQ42|-I}-4dYYs&eGwtB z8t9;!1Tie7l2TepuBqk%cU?(2%?CtL92wb8VWGa5kWr_Nx6l=&$mp%X|Bd(4jH|NP zwt|3sls=kDHNHvzNi9JBi2c%`TNQw3U=~+Ve ziIgxx9xf`AvuQS_fjuECz&y);D_fl{F2Z?p4@CdGx3T{8e%3#{inetX)@*SBrs)=- zcN^geDED8CbqM4XUVBfnyEvSiaqVejEtrej70?PJ&XR5GK(pYPbl~Dx&Lx+zgeZ%Z zK|)_a5?F}J?J7JErADuz8;nccpje|ZlG$U?Cngc3kA-{Udy>DR%t6yKOBW97(mO(B z)b;3Ut{0z#bs9{y{le&PCSAzSC`-T?+X04Gk!G6*)=cy|H8mOm3dB4NH{lA@NGR-R z(nZ-2oV%Aa2n{EW=eFYrRjakL#V4?$_ZwMZBQ_s7EH+9{Y5?-Qg+7Bc4|pOa zS~|5rI&q=+fY#xn(6k+d`k#ws3b9}gZH0GiQt6$gz7 zvr%&PwL`U~ktCv1+P^?zP%KLry4DP4DLiXcFiS+b@<~)1`z@y@to{#iK21ms2p32|YJ<)zZ509pA9A*j4WQ&gm4h`%xu1mb`(dno} z>z02GgptH_AcQK8pI%2@Rd1&F2=wiMZ-HtpaT3coMq1EwcnB}kqQ;7bE>>wqDT%iW zmG;`Et7hxo;<@1dZfI}T75oFMb!`9(CSEu#tP-IlO5T8nkk^j7I%FLxo(*;%vJM$n z5vyGCyWFiR_LqAcwv)jUX1DAvK%*g7!2!e&mOJ-os_2+?qIf2_zstI0tV2w`HmV3+ zH`xn(Ina49LuFU*D=_wn6A(})p1Y(ja&TTa3dJO9hiXA*Ke|Vl@3yE#7(2(^X z7&vgaXD7L&FT>^?d?8e2TlKk6jKTCO0%Uv)nm9j-&B>&UTMfZUGKUP!ZXog}S7lu) z&W1)OE!foGng(-R=N{GE?{@D{s*`Ta7xVtyVjQLA;={r2p4WElxk|^Lm_VpV2=O04 z*_e1tC_g*0q=^GICTuQwQG*)J6Vf{rHL$_t??f(|v#$@UL;faH#%s!qaP z5R*t7{a_g86OfdEw}6`v(Z?V@2zCSeOA7zlbm1b-1>J`XO5?)iZcuyhgvwFmnD7E1 zOtQ8ebC0gOMFw|@yumT)TX~u}G_aF&5sBts^nffdtjIcTZ7G5H08hkf%Fg?0B5$Yn->vf@D z)h)rMV;ac2lg9On91NVe{BgnL+w8q!`>Rug{vPOaL*C(6s~TDfp#I?j{+raFlirNl1hsbsXneZXuNi+?L>T zb&in3Z;^$41yslAwjvv$I-p(D>I1-Fu1YW%wigAibe|mr3Ca~n06C*40?ZAiZ=gYJ zm4QC?ZO>n!ZsTyDcv`zph!HqVih8^xiK7UJ37&bph@31(QveOybb*G659jnK*gAzj z+;$^U5jvT(T5G7dL2&MU#&t#D>lLpUjGDVamEMB;u=j+NlHn}fIf#>LPQ>+|wHEB@ zv2Hf5DIYGSd{ka#^`2=DfxUP^Eb)XgQnd`1VFE{o%Wwxmyw=uM*y@N1HAdYG^dGc{ z_aHBIo3^@&xzNB7`1x3kD%9W%Xko0*iui}CA{A~0^XjYSE;Y^7DfHP9jmkT&Yjrbl4pM#&3VcA)%1ydFVR+qL2fpuDX{Bb8-Gl4<@gL>X*dM_d;e zqIkj%03wPBp@bG@fX=0$HxROTcYP2QS+6W+g8TMcaX>gHwdX8FlhPI*dT#0brBQPZ zE_Vve#kVpPtY8;c$ajMkArgvm%kr?U%NCXaxENlBULCw5Cd2E*IeH3JR~m|mhbf|< zL}Z(>O(I8Rl1nY_$cNBaptupYCiE%WfkRerJ8Dc7FTwPC-T)uAkW6Gp_`h?4{Y_&ee79NSpL2o=I=?#J^lK`apiXyjBw(_oI*GV#-p}QK_k^DttM;siu?9kwaGZvK~&KXA=`CYNI3;0pOSPX}4lw(@t zpg0!UhSTfXu=}uFyeL9mivvd(+KBV3`u7e`F;NllnwLW-Pa_bJwQG?KMhHYmOOqTb zn^Df>3tVSIa_9xLSkz1F^u-i6Z8@5m;u1iB_8XUIf}wk%xwZdbMu9No^|Q$;00ft$ z<7hvl48q=qCD4FEVbdEHJabA|Bmquw`9+aD1FS@KM)?2#sL|2W{)_Pc|DLw{T0hhJ zik4JMOLMsCb)nCOo(TR!@b$qv0zcmPSB+B*ztIr$eYejve-tQyKl-Au|JI?>OG)K` z;PNVhFVC3@|0@k=#5}4J_*yy4q)4=h`*q;qYLyt_{eaj8ny}o*owg{yOZtd;KEhPP z+~R|!U06xGjZ188BK?8%AFpdjzI>rXc=0{PWua6(0VD{aoMjt(`Lh%5d;ILRa=S7s zRJt8hI;c+*ig{_0IX^i+LQY||Y%y!4VZMhsrr>m+cM!4a=1Rv)w;=@hvzLqlPMr*# zB-pNcrp|A2l!cefMR<8j;x*Qnt0sRbML~zW3 zm=U2ykxpa{^Sjf;~!6pJA229B$`df7HV0e=8*s$&hr;G1* zUhFxLM!e`!EXo%l;XJP{>TRaf0cpxHqX5MQsCD6MEYK9N0oKToLmc-q|NbyRhzM^w zucxB3>RhQ^0K7o_dMSy(!cu-Z#g8?m79tCNhAGd4LPh1tQX8U|A462{)Dr0Ei$Fy_ zUgH;*MYL}s3YqAM?S#6qD@~SK1q>Kj#gk@;r*2d}xTaGjdYwa8jaN%8PKf6O0v5_? zWHF}O5>@AgRVK!{18e|YkJVXf4vtTsHmuu~f2htQD}EfJTg4|O{t)p=`?~Z??l7f0 z_9WHyIXYq8R%()#a#ekmN@OZcP(O~fr?i*4#;{U2tHNGCTfIiD6& z`N+ULEE8dOFey|}v!sn5RvXB$;LU`-*aYIss1WXpgov0-|g_pLm(Zu9!(f9MEAgtg3=|HB6@uxu;l5L{< z2Ua8^{|rxgZdccZ12{m8WyZJ+y)#6iK%*WSO;qArRWK4=3UQ-k%sW9x; zK&Q}d1?@rcQ$a*P3IqVk5>ha^i$SoXv%saw=mLZ=0h>nny`XW=N3Y#i?54)8 zc9V?!t5$$>mD0k|(SGf<>Pmioc9ZPH=~6@B)?0^-#nI_8`hR8rE684~!R^@pqJpPN zeuT*at_hi^6R0kmev>~FaC7n5$PnE91i|$-h#6P4R%^+J2y&2{H___JuIL$)o12y; zc?=}fVOswf5JkNn0=1j7ZZDY<&U+DhwHgXDB-c`x)k(%4+NQFsPO~c|1BB+Vv8iG{ zNZpi-KT+!mZEq`jnY(6dx_CV_G6JhI>t^z&AF=`b9g4Hafx!bqJ##r3zSmO@oh!W) z15B>;y$}{n^*T%Z|8C=_jE-IHKiz(^?KQ3c-1@z(_qKeb`IF7jrk?=@KtA}@U>x53 zj|LhW3l0C;aM)k+{h2Rre%74DYcKLYD_rUe9;4_^9SY)|zOsnxw3%iKTY<+DBdtP_0{f46@%Pd7;(DIOR z-Db7vlmcPnVB+hhU{WMg-@g;4Ue^2SQZK^Co`>{?bS`lj32fB)Fo*lUc7R`3F|Tvs zYRKACIusl|3EQGuStvbXyQMiKnOnN7ZJFt{Q(H7{MM}Wj-w&L^f-<$9hZ4#*5XS@l zUz&v1u?QCih`XTbr5%VKlHw?PED>&Fe>9lZ5cYrt5Xi%sJHaZRW5_*`?aGXbF& z26YYQW0JhX1c&a7I}egB3ByD#$!2iCEg<_{ydO&E-rqIuuw;V(or!;8$%dzzmTXdV?zQ(^BiYHJKI`UE z=N19xMjSo~&{XLFb0d@b!4Y6?!tgoQ3ileAV+bod+jb*bLHz?SjaDXUi;OpY?ST=Fyk@fnzjKO5&pE`CWW;aP7QXj ztxCXBM6e$3_LY?_SjS2)4-F3!`cxCg(4*DnvPiFOiC#Muy#diCWK8|fKhajZgU^)q z;rktdxE?02WN_g)w_wUDQfhubog40a$n)o`Zp6B?v=_S!+QA?(a3qmn>5&5EvKc@Y z%4zT}A)QmD!m1dQUL4UQ-YvNs&t0q8x|J^7Lm_^eV68$BkhvL1-YGuE7#l6GouxD| z%pwsdC7Cj>5d~5wegrsj_(Vt*5!YzHO(IYdUgRmVlQ@dCR=Bb#sfJgTE+1|fwn3?9 zUcA`Q+7IwW6idU?($RClS~>wV2HTjO=&{z-!qnsg%OqUQoEdIWwqPBLw>&T_AwoDE#h;^iO^>PH^_X0}m>UGxIReF$oMB9vY z7cp?wMb*$Q(i9HXS3E3;5vW?K+~HI3VkK-5Q9}65d!2n(7oI6i;x-*%%f(Ar|2VWa z8NY>Yf)RMLizIAe@?WAvog22Zy*5n_?iFoplqR6C9Yx?fm>bA|u4F9(+bVh#zHcxG z772VRkRxH|M1L#=lfiA7&r~#F-Bmg%Eq?i~0!i!;!&Ry8G#N++sO*xs=qP@}Dm+JB zvT5s<(h0r5>0iu!-%!!RSzU6B^CD=gV4mp-_62@YGgr3mOO}1|WDcbaBAW=sXC~ zM5fnSsH(kqXX#kzbgX#uF6(Z<@+4sqo``V(#25^T$*Biq4;D0;!pzEiI8AVbMBKX~ zq6{b*S!5C#axw*jM7IEY5q=FOFRJExZ(<{N&cOr%DgN_N32PrwyPvDzVc*cL*;-M`vPvo~J}rX0?~@M~GS&!~~~=Z5|;Lu?UO-CmmRl&yk33 zz&WaSJ6v4N7NPqXuGW1FIMoOPqmh9dQX|Y@byw;USobk7(HHgll^nW{0qdU9;o!&! zpt_(1rnpF;EXiq9_$}K02?vONWGSA<9L(zA1gyHe8=BW|-@3argl~PRA{=oXhP`PZ z3gp7Uj@Kk9quy5ZeJawcL5vDm) z@+ZuP@X^(iy7APr*Jd3R$M9J9hNrUO&c{}Ec*9pT1@%Nft@WT$ z5OyeMR@dT}lG22`zz^gq10?Nwmc@!?M>jC{8{1B{ey%mz^48|RYF=z^YI-E}#^AZYe{K9^W31ul8t(HM=CfuS zioeMJ5~ZY&`Y1d5`LmPC0U+FYcCw2se1U^U_n1oeIvb8E3#CM$yXTm3Rj45#dJ_>` zW}s|y#&@ZF#=a%Bgm+0(Mg1G4MfmnS>Hw{Z_D3~nRmE>K23v(eIwc_V2+xcjhqu}W z1kj#!pc)zrHJA667DA6MzSeJ8U3s#)XVwhYZw6Oo9s;kbu+uSJiVToMG3XnZCanmZ zEC|(#LS9{s#;; zZGVWZzPZ&@ibLxJyLQtdKAXe=3np>SDWD_1A8GQBQ+Nm0PZ%B$G(IR;@1E_|?Sb2V zveLhHQmSyZldDz@8~|Y}b-j7zU#m)ob@3ZeC8)}DT~C+h5t#89!N@3YZb=h3{18N> zpsEC-0CwnuAZoOxN>7A_k6I(pa0*97B393Vokmo9IMuGKon`k$N|j12!urzbB#%s| z0GgPPxjH5$1gZ;#^d;&3crbhhd=Kwsj1ocI$!SHp;4CT3CE$N-=Ul4YUyz6w$N}t_ zu?}vPLrJraXifu0uGz-_sssm)J{aE1CHGd@(bqzrkds^i-V=dgS&T^E*qC{ za}&rmU})(NVSbA_zCu2uj%!^=f(V?7IWgOhm_#z*{_>kZdIE$KDH25{f;K1NaX|uP z97}Y*&_~6W&d@PMxKmKfku0#V05~T?JI4+v!1syqqn0)gG1?ox78T+&0-Rh-ql_OcgU$dIVQ717r>qHPh>svfYacZ7iX!JdG9|3S>5p)0;C;+? z;4tInBI<$sFuYS&wOX+bmd+9J4QMT!m5W9lj3(S^q5$V)+|`{K*^NQ^m9Mn0iz4>l z4lL}VQFw%$bzvuKnTUol7S==#V-Fl1QlP90L$M~4c7&a*>(SM~58w=rHXv1Bik&$- z5*_GQe*}E)Vz}Tiqlzye0?9(0JUwu7p>TL5a}W|tI;E5orK5~MyM@mr3@ftXvFTB0 zpB!Mno(~h*rKQpw_y)wmR7>JyJa4bJ<#-;?1SGCmO;SvI7OOZaweBy)f)AaCgnhS4 zrFNt{0?S&kr`+B~R1gKk+D4!{dZuHOeU9YYI+LDtrtYp+9*3%?Jtk{KKcdb)SuZQi z0)YksjSh#DW`1Q}Fglg8A$J%OhtSBKLA1;Se0sK_>95;5`1gl{eZz#p!%9zV#EWKim3_hHtihU+Z_ZW*Wu=f7lAl zQ{OjQ`y1XC=xJ^6f1u?{zTZbwf|oYt8}DrR?uMS0-*5br;01qo%da4E!J8XC;D1Z- zy)9NtE|mA53cai4e9J@r+ghS6;oz5A{LPsEnX?kPR^`=bIW5G*JCmSDZ>JR>E!*2$kY5aQAolQpL zn?hd;{dM3&q5t_J3qii!oYxtk_!`Xe@b2`7>3I%xB-vGGR{eV@Fo?(p69efYAe4L3gGcrDu`u zgucIt^Km1GVOJU$nI7%!AD91s6BZWqBCr?NHewu+fMvf*slw1Lp0f;IC zp&}4)*L?qn>WURs5Znhci-fdo^!+16Ksg8YomdIX4h(Ui!OHu-LBWbJpNkh0*=1Kn zU#BUV16RUmkQh6{7MpHXNm$A^Nl3`Z_C>ic8; zHNdza$PY)obWn4B5#Mi71Qo~OiKbv;C7`c;|AXE?o64sID1z@J)b<=`UjCZV!@i%V zUW&GbZ3KXg5HEex_tP{v4tc*E)sItz9!CdI#k(AHe|VZc3E*3OKW48!QL&4{@%<=G znOzUl#J(S)L~^JpFt5dU(7v}(03b}R@Ia!O{a&#~azGADBJk)NsHf+!rXg|xtg*Ct z^?heWPy70Oucgu3Yk9!;8fs9C9u~lm4nU^k+vxFMkcsf}E@Xr`i4?nvh=-6!g5ZOf zY0|gOohbnIlMJ?etIi<+Xb5X((U;wam`<)w#I^@;W+i5oHKM*1T6GvE?;MO$#-Q{q zQ6wrZ4&OsUhjJ~lMH-|Sz^IUK_#Sh8;=ZWwEcb9i+MfB&&?|G!Ao9Lx3hyOXh3_(@r8fCJr$1AfohrgLd9y zN#zM^ii@s z0y)AQr_guyZet0daHTp(1GaPQ&>ZIDm9sl+{B&i~knuk&lLm}mz1hFt(HLS+v{$C| zU8{U8YW_iGq27^-l*sU8Wy;}~Ra6uiGJmQvY0&)1%A^7F19WWKyBYTb0FQ~z1$?^M zLJLq_Ckl_+oT^BJCyx2!6dlxc?Tk&1K0qPmT#2kiK3RQpL7QUsQ8cwg567Crw(q2F z!9b~&qp@k-=^r*lX5~q68%5d$7)w3mVe{2gF$&beUoqcEXRM$F=wcWiFg{1YD|L$F z`ns2bV~RD(hc?Fn6VI#4?jOM~|2qu}t1k;MA26RwGBqZ>54ZeOKLFW{gS2B-<+EA|Gif2_mO z5>yg)-lBOM9Z`;3d4|M`@L4OYuBJDQ57DP^w!O=n&9j-Y_pi^Kd;8n`>p{H;wn4e+_#I8>A+~)7_ z?Ahu4JlD9`a4&(3Hr_-*CE;Fa{sd=eD|hn~ye!6Mp^dmgO0kTW+;9G(33%tDXk%pi1zsKL}`z7C5^KZ;kc;P?FKPyLWASQ!jM z08Y|Csgfj#V6ERQyc^iI)Lqt^C_N1vtE0wc!iB>Z0gly7jbCUa8kvap62O^vYc{*i z)zT(BNe>yJJ5EiV z#autiVz}GK5Y@F58%yit*$CIq#ypya)&4l3hAD(DsO;oMOr(XudT=5sJ(C+F*!D2s zBAB2wO5zFEKJl?4oBWTZlZ?a^!oetzeM!@&>a2JxOhSV&xejFF8>tN7gdn%bXTz6P zvg@!S6($nuT?h=Qw7Xkgr@z)fVSaZdI51qmJV>44jMHRIDq3OG04vSIC6Cn*hBBbza@xgutX9MqCsrY7?wN>Xe9 z90{-rgJFZ@wdf|(tQJm;ZP-gcXa819YuL?ajLT1JuFdA(=19TpoM~+`XqWLik#_xw zQeK$b3U7chadioOm%7N@PhQ(_RXAPBLFsuffDgz?B)h`CBKi+7oV+9X$r_5YrOTls z<0ZJ2wv0`UjK$$Ho5a~i0W0U?sWhccVN-HCuRO{LBQ8`rj11U%6EgnFGVCc9iGqjs zm_#mxttQN8^3d#K5hJuzCq6!WVEF+GVyt0TP0CV9?`Ke$^gb6Ncy*R$5gAGwo!jSK z%}=~pwtRs_N}URA41REMgJ5@P8VJxu)>5l!MAD>18tLuzd|}m@GAmVD4b3l841z-x zG|uwdHVIlea7EADk|0Tc+|o-Y0RTyzY_O&BFI_B{VQ# z-GPHwMbjYJBSHBPYKV%c@my)>Qe@x-jjZA9fpuRg6C9nyY~EVK)@=kl^cCEOTg#tn zTk~t+moqfv)aR zV-wdlRN|>cKJ?=t8~6#QFRp?(IVa-YhWdpc=_)|z))f$|p3MW?^(RXyc*sX2^^K9?YXu;X?vpePg);u`C!ZO=8rW$()7`$ zmC%<$S3-@!RN!lY*Fg^O;l}$K-r5lHe-?tK|7Lz2FMj*qi!lQamhTWD1xQ+ibLoWZ zkJmF?zHIfEUm83)9jEvn>})H^>p9YWvF=Uy?zstU$Q^aQ)XljIVD-XC4~~g95DRh3 z{%n+Y;b=Q*Tq6@xC+|&WN^EzRP~5mamBKO)or6-r^Vwb5f)y#hq{>e%8nN|55M<#0 zZ^(Rbf-a*P285A`{(jE{w8OYDGF!eK&W{lT>dFKpFu;7&|D}^AO33nq-eFioElcIw z0L_DYj06V|Ym2L1{C430-2hM?*J*{yw+6ZoEgDykPmgKOFc|C6BMda9NgEOd7&cAa zrDV>B%UruhN&l*`ZDIaaG-=&lz9o2M1VY9Zu|iL0SCpfSa9EXF0ho)NUQ-MtUPX9a zQHJ)5=LK1(*@g1W68?#i+{DM=pYCtLNoX+dy+OOec=;yq|3k)QJ6x?D{?`6QYYG^) z2!QLk5xc_WGT{C19m2A5n2Lef%LaC*V z^2s82rAHXf!_r`FZT0>`hpqrB96k}S-Z_{}WTFRA`jCoZwgT0~Ax9I|OUrG+W8;WW z(Luh|EEra$c2tGs24@ zDj)3eBRa|`q_)Jm9*9&JkW{DeqN6ahp2u9>PORJn_wM}$qKZKn11p^q6@P&z;k|xU ziFH#sgwyF5PA42jsYD){Q>?EvAjz>{Aq7svIQam{H912@heM7k3iYili-6-)hu2xI z(_*F^1i=zFF7?AddTea2|3H5a{wOP*gtS^Bg|gb@LPCz9o4{fAu7{EJua^TtF24Xh zH6~UQ0LR61%>!BHg*%Vuyw7@N1BG&!xBq&%Xx{J8nkf?KS z2-!u~@=Vz$J0MJ`D3ZPQW0-N^aBH^-o$EmO^EwGN+IV%@ge%~vah-#CiIq;mscf1- z3ARkYc{4bHo#35DsA|Nzxoltp5S81nyqsrjQxxSW4LPWt=*WkfoAwS_E+Cp3vEF$; zBeoM$QdQxo)_QsAdT`G^>!^{%*)+X$0tXdHQ<6k4;im@_J-kMx5v7YD^XR36h=T>e zxb%8suS9lEgPIG11YBcj&jhsYleJKKCfIWb5tE4DScWMAb46q}0G@)L1s6mKBcwjM zT!5`C^$6sT2qjn8Kb5ay%n zFxw!B2L$x)iZ4RPwm^dI4DdTpZ^HBNDu+V+|4YmnqwPZL$6IGxeyAnV{0mLrANuFe ze+qsn_($$~YVV z`P0AW>T2?xrMymuvlXkQd>=$PDHi1v9D*8%Sqd&ujw3I821;a-bv`fB9A~TX^1V>S zbh%V9{iG^Oks!<+D&F?myNW&(cbCJV=`+P$Fd$lhbp^#KK9yZQjqgO>6r%*v z0Lo9G0UnnH!fwk_9r1d35A1`cjrDbMhEW`^ z+cTzG6`mkJs4Gc0(6ac=>!)$Gkt)9oqN{GGkF!qvLVN<3ZdH>BVJ_#jDR-sNI^12Q zb?EDLXdU``NBeqjh^WKvu6-v1Gh+wnczwMa<+~sc83O!`+`Bp;fZDqU!c|FPJ<50_ zUMH)n0jssV8oV-aWq-ju3{atRp;vE5)vc@>mF3X)VsxS0*wmx}#Reuxd3DkNii*?h-vz zMseGO?~*UW!s0(5g4c~LD}n#_gGT!&+V{0ZTd%ghtmXABFK=FNiibWDdR1^U@P)wR zjlb4-tl_;4et*jMo4yhAQR4^evcJ!3hBaJ15!`n#VC(aUX}WYSxki-1Dg1<|Hvgup zIf+oRhIn#7xeznZX7zF}1 zKo#)XK~-KiZ*`VOf+tVo*4$-_u%~lt7s=u{kB|Toj7cyGBts{>FK4#!NE6?*BFC=L zYya#wYV-j&{Hq`xNgCI{I!1dH(@D(ee?6a~I{ML+Wi8 zN?h~+xv_gq7DA#yHuWYmEQA{aDM)^Tuwx+aU95yf5q(3<3?f&Jc*pv$)5mM&`{8{@ zVLzZgULAAv~Xi*<`MuV1uA6V~13VL(^m*zX{9dldi2{(XXB$BaVO z2wnbxC?F!dXJ9U)+XdpT(|GZg@?r3Br6vkyCY=0W~Ue5dlzlZ z&rJ7=2XP6DBFMl_MuWN>{95SVrb1qKmi>mVg<5;8+z(r+eMUaXP&Is)jMx0>wIN4E zR$sX<*b}j!>L4e!LT*#jgQvxFO~VP9hrm6{SQ0RVg>WvJfh3Gs`wWN^O=V))LY06C zB5EIcVj<$nGhD4_SyW};tV}r?yk}qWA>%S{Iu4E@9P=3V#qra2>&C_e6F`oVbF^#e zC**H{b%)0{jL5KKbHKHsFeqSFgiG+$$+KhO$Z&L+#cFWZC*)R?mxmx^byC7c7X-F; z0{RVr0nxS3tULsSKuo~kkwsc*?A}7sdlVIWY}WpAB)I!->tW*()YJ)J*)ZG${?b^4 z!#W*73^swk@f0-Q@jM5-By>J?8o3UVgJG%!V?p;QL->r+xyQ#0or6gA{E=kGiU-TR zpg2lrj4TZERuXgxji?{gTjkD+AB2Yl9zimDWKO^{i=JR!U9mbf`0oEZV7q#D2>)-j z@pVSW?{&Pp&b|JVK1YzzE2-Qv1Qd&;(iHxq{#}Hm6C>+6NW1;51lbf5 zMxhy~0&yuj$_5D-hlpP2EF5H)zk%wQ0mdJcnn}Np5V&S?coWhp*q;%1$WFHyXD*x1 z`@TtyRCF2iPHv6t-hE%Asfi(QCDfG3@Jb=Gkj(kMKsZf!1vdH7Xw>(o1h7Lj5ELhX z^*%?iU9sdMkU9m6mZ9S_Xv7D>yqJ0hA z_q9!OW;fqM_=wuqK~>yJ19zm_RTrqwv{~aY?$559Dee~2w;*O=(YcZ^kMP?HCY`hm zQYhlPe~*9EjIEL#?g|m2`~#?aYFiF7NTSNG>G^GbnPye3Ms*%Yn_XIvp_=)61ik}& z+(=IW@ky3a8_9(EO0lZQD?rYJ@m;(9M@-cgm$DnW!}+yDo^Hf=104oxh1QTp`X0F5 ze+V^KV8gERTI5uON`^fGP)W%GqL4A4BwRG!*(?kxH2HU#u{7L9GTiM{8V8%~wwdJ0 zWs>exgjb7jfp#2Y=3j}m%&yVq*BD@n3XwRCBF8Sl-p>3OpEQnSvypc%rC{-y_sSOW zq@fcazm39klS0E{8Q zn}|#^S8*RzN6R)p&L2Sp8ZdvK=4}@E=POC$%d|mfllj#YpGokc$5m(gX*OM{ntL-3 z(I-S6Sj;SV)chJ0D1gL!W3&Gba~ATi+@(iF338HgfJd3%q|whN`QpOBG$O7!)9H^P zLxlL0PO%KwOdxJb`hZC`Kg?Gg1^!07MHMts3EPa{;bYh-5%e7SPv^sLtYxWUqt`Y=Yts;t6Fwa+99J&&m;N}Uwl$0NvnEJO>w5odJ zX!Xx3TGd5VtG>1hT0oaLbGGNW*}g^Yi1}`U$aIWJy&I!d19F5`&Ck=S!OiZ9=VpF^ zhC``BeX>HqIE-e+{Yy5ms$ z8`^zsgRTFq^|6*;Z;3Z&5dZIInofp(IdogF91I4A8h@p6(Ekp9gYTmG_vR{I`gi+h z4VIq_4GmFrouB|+KwQa-^Nd6TML)TJkq)jie&Ax)b0m_eKZ-CF&%ef`X2-6T=cT>` zL6V3f#^TWgaV?5Ur8&!a6}HxBqELPU65U4)(4(XYXX)3p{d44Lz`5b*a^#X|kIcm( zp#*sJ8es@{ZQoG~++Q!iOaPbzjY9i0rtIihnl99WjvG>_ly#vnmkM`Ii*V`P+E1(N z#-iGAwJ;rcTn3a=>SNuoZfHsx_d5FsJ5kXeT^wh=OwyWYuai~3=~8?7JRsCALmHzjau(kT4Tv3gNuuCj?5D4O)uW>V-884j%?zM1u5e z_-TZKBrFH8MTiIw@&~|L6Lrz zm>z(^O=s-DTvv}Q8_x9f9UzY*amk$pY zaPY{FBfkuJKJa9)fLWX0Vq=LlllQ!_oUP`{kHX_<7^c&JEFuge$&eF*5k2B_FoRzC z3}HQMq-h{7C57xYY%{Yt_Pi=&58n5xaMI4^0k5pqP*LMd!p%gcga`wUv;?tBfV$X_)P7&sxIK zvUOkiOz`eK)})b{n>aT~FrxSy7C$f-`hj8$LUChnNBDe61Xgh{kXnY+Dx~De+D8-i zY#4z8nF4XX?s*%kZo#=`F3=r0Z(P-1Wh%J_0@XnUk^l@TNGG4(HN;T_UR@Hl5KxqF z_Amfk@&>RJM0?BSm{1Y3cX&dmh}pfIBxB4>iyKU)k;{3H=gsG=^h|jc5CYwXFbe^x zGfq|`j=yZX;N6;tjZW}-y!xx2toq2I0%$b7HM+*zHqTAm3FAA^&k z)g-6@jXE$bE>cAYXfc{R8W+dLXJ*GoN9M-I!aY5#M8(>p?Z~k&vGX|QWg-OtI@nn( zi{pPOeuWNKVe_ENLxn0_70IuG-`uO3WdRG&>amqo!+Sk1%Gx7ZC{G9W@86H$rG%cO znAN$u4_@chRUP~or=%aF-U$2wV@jsx*buxLZKh1DOI`2=wt~CG>GElTttw9zd7jBX z2+(@b^ZJ)HSb_2>xY7~ScOr%8bZo@GdJ)74eXy|eI8~D3ikz@3@;Wv48P}MN@{ia0 z<;#{)J_)L$U|gn6OSgXXFzr)TVjLb>0ZAZ0=*X zNBsXC#s#C}@%9h4-`)DZTBlk*-g2b*GtFa7pKe-j+8rtfKO0;N?g{*CprP@2!>=@i z{XgJ)jTyiz&;8H3x4an~nM7R4o5kTcmsK?3X&}+$W{Le2XD`tQikgEVKQf8;sF~Y2 zdjC|Hvy9hiuiuB_mGVZgtGhgIY%*y*qhekOl3ok^DjpTjqVwTO2Xj?s$haQc-UP#2 z1y=$CT!4Ivyw2po<%9TqkPmXeQ%+@n&s-8N?yT-29Rcf_@~}NwQ}MMa>=bAiTwdg_ zu;^$H&19g-Lo?Y7WU!!HDMlqyA=qM0E&-4VJZAG?f>OBHA-E#^TVk6iwj@zSni=G< z&LC@ZsSW96LAEiAX?PHm1Xns$Fp_k3#q%}E!_*U8+*Mu=#V(MW#6Hd$<;Y^=T0J+B zOf6qrBVwGQik%}O8zSrHiay39yL?BFhas~Um;>Xcz)#p=ZMsNg4USVtI+7dA8sb=y zX!ar?644T%U2Wx|>I%}i%I(d<)?)=?)fJ6c6?Gz3u}!Nh&{544K?!aTv8u8ipbQlt zx5+?mqqZks^YSQG+gVbG>JSz*MW=l@cRMj=FxBF$);r$o4zAUOYvnbt;&GVQNUT3kVj{X~M0BkW@ebG8^JRV*!uk1Z?sA^_)#v50vwv$bbb87!#^#zzX01*Z0P8 zmEw>a>CCXs1wR1W^4jK%d-XK#1v`ZudSmvC)qS*HQO*UAji$iMqbYDk7ZEN#wn{C< zmG2DtEHl8*aZXre)o`A{*+hZn*22}VdHvLNd-7EIG6?D+V_k4S(meAt^D(s^unQ*o zU@PjiVOO=Y<<-ERJ$sBSP<})p!?~&-UMtpBB+J>r{_ZYgog_1b92rVrZb@uI;T>1S zqf7-Z8zp;f!&Rg8^70Cx&!+)>?%>gx^?=AZnS&H@B@QQ9N6;hYDmYVWvs}41g6z6Q z58%F%f$P=?T(?NEI+ZM-8|f6lmzPK5t4Lbg93h44iX#KUgy+ifI%oCTe6*Yn+*Z zb`s13cD5kdb%F3iaw9I|h^oR~$6d3{(?~MV8A8v6t6!8pVu+6;hPWLrRmQ=x6J-2U z`28!?zu|r@=p!}d% zgk%6A=|*N^m~4~>Dy#?Kb3?-<3SJmhi6l@gxdM#DB)*2|=RuZrT?7rxY8YvN1#$~7 zb3msobS;HEnJZ8d;-FlDQ5}qpWYsC}7XQ@~W8G0+3?4oDu=1&82P*~PiPZychcAp8 z0eI`BGflcJ6jiRNM$4c~7bN~=Iz?K7LS`zCh}9`YmvH1zq=r{G*%Q4|@s8IuR=WdM zxEv=Zr!FH8J_9{rviLavbcs|&5@^799gmj1YcLT=?*;dz>Aw{~4(`;Y#nBt$|L-!2 zMn|#z3+=bI{Z!j%>mRjFwtS=IHO-%I?r-|_rrSdw4aI_g4kWD9DyNrLqi#Po5%ColzdU}BB4!AhD#?t|dr3HqDE`_b0X(<7~+%sWUS-;i#>}}eY zxKD^7Ao3Ev#84Uvae+wbNLH`WQK6^9dXx+voNHihL${%<9fdP*6#PPcQWF^+ipS>w~ zZc>FyN&-9nugwsjj3FFeYGssw8$Yf{Yv^Lw*kUa_2>qe96hGg%qO_oIV?{)9F_nv$1d7r-AJ*6#EDLZ`i%%A1maGmH34U+J%Kt9u@ zkmXGXg99*9DO*Gru_f_>(?$8Xs@*~neo_82{sPH5LgL=)4ZLnD*NK|seWDFLJe!T9 zut%_TRZ12N)P>QP3xs|ywXNEZaKsT+>N}Y4W4Tpd6JRD;+(OA0y!Dl64~CxhQ=&IE zy-@Gj{=$nFb01DsW>(KxJ>wJn3X!6I!^j7dqF3}A+Uh#N_I+T|)-Tlan8csY%|{<6 zMYxET#DCjGllXmYu)bY+*N!)2LmkWJT^pMi8%y%8^_Pc8L5)yTl&*RZMS6Kb!T_nh zQ0R!XK@?RG;B3-gKiZHVdmr#sEt;$?ZJ*AM>Uyc(P2$TVxx3DjC(Kur5)!5^c~Zzo z3+>`cQ{!*fyWqYCjQbLzz#gVH#FWor7_vGDI58c5$A4m|Jltr{ z4DUFLG0pbJ<3rwY2>S#Guw85u!7X?qn|249>H7M^`(CJM$z!LC7i^59a=tm-EA(G3 zwY{9#Hg7!q5yXh+l_uT~k!Y-nBp4nkn4;pHc8Am4;?%=?UhYRI9N60!E3+&S(MROB zaGEQ&J)lg3wet^uIRDPO)S=w3;u^lc!IG(RbrLj2ujllhMOF-zDtlz#>A!I3!k_|0 z^ax_zxV!h@8@^_@b0l)zqIR>ol86Z!H%EWajNGxdv4~xxBXYQFKzqXZEtP;8(YV> z{OK)S-LqZ)Ti4rs`v2aa+UM${Qa2t!-3S-2|2t7P9+nnv^s`ho0zmD#`bfU-1(ZG& z#cP=`a7KY!CVz;X1jR5y8y04g7wTmbMWP2~OkS8VoDlv?zCyfB7fY2zs$R6a>IopX z>Mwz7W4ZfgtiD!6U<|^k15KghXxx&IHR~0{t}dcmhRjZ+!??t{Uv)VuI{Jyo)XsD^m$) zQ`HMY+kiR4kaFShIR`?F*{qDU?ao^4zcx@G%s>5ft&*EQcjc`9D=v_mTIEBokU7Rw z$_ws}E9soW6Wo$b7EwYH1UNQRQsHY|k_hrjbsCzAd?(Xn#IH>OByb%T{d>)O75@rEuY>-{*rjbZwnDbB;Dqv;)Q z@k_h_3b6M1(6qVQOZ5X1-%e%4x6xNK;@jw}6Qi#t;u|45^SC{AB*k4M!(FRdD6gJ5 zya@?z^wrvA{rfq}*2abjM6FiOhyQJVn`#ZsgGZuRd<_C-_VR%zYB-`_7t;qc_TPQ=rxGj%orO-76o>d|O*D5MQBoec@2>F>A zx)i%68V!}ja@)BWHKv97epF(IlcImGUc7jneQz162hnt@f3B0Fe}2a(R=ZekZB5da zwS2w)H7Z^l&aD_L8swByVoO{62H%kB+OO`NZS!*dMb~CyELg_tZoJ_iT1KvKUsMc@ zoT%^H{_L~Q=4Po1R9P5L{%UtF>@!Zc7qC&QG+=rr6QPvW)_#|jUm`getN@%zI}h3g z;1M0xeyCm$nS4KYJE|~@7N^_OD7Dk)qE#{?zPQyEbr~@#TG+p)aKUes)6$UNKCZ_7 zKqSh>Bx-F7NDZ*oo~rjzME+iG6>;^(NvzbCZnb)vE6(0{DQ?dbmIxfZnwA2ys3AY9 z!|Uc&xF{B*-5GA|yj1^c)~zUb=tZ}p;Bpu4Zpy7Fe0#e7JY|KS%au9ZAv^8^z9#ZMTAbrTbjFg^Fm^LSPHK>17;C*Qk@1(YP*26 z=(m=ye>s2T*fCj8Ov)ZllDD|GfZg1X(j~~;&6!@>1*BzHm+M~&bj3yO@rHk(E3ce6 za-nSu4zl>Wb(Io7oVzLQd$lxmvf-a_>>`3+Y`+F)Xz5b@i?n47XH!)+ zYt{O*J#U<^O_H42GjhUKCC(!g6_US`kb^CAA*2q4X-XbL&ywf1bi$+t8dudFZx<%3 zuzVXYZB+E015jSRbLA-+?w!duBbK>Q51|yW*XGe$H6&$hTPAz#XlCnQ@M_46MYbLb z@Vfel-&!(`uJ&~%*+$*|Kbzb8-95j)XQKCi>Al;#d-q@3ePGv5?fli9eLE^UcJ=&R z&vVoP_DF$o}E0jdUKjL<~yQ+0xweI@){FqYKZ;AR4=~2pLSiNv@G^$iQmpC`kqfysB zyx|v{*1Kf-shz8z%YSnc>NnsVxVx1VC*MH{Ma@9PPm|pg+n^lIa0_yEzP(kz?z)n` zW=16Nq}7X$d9U4BY!5t^_$_MkRCBk(QFESJ1*N5U;1EZ^l}^O)SOK$QJy3@%Dsahy zYnAb69@WO3B%HSG4b{+V?XCKo5&`aJMS!u9l*gDD8{xkw0<>f=KEaN2Mt0&y*l|YA zyh269D;{R}8cUFQv)x&b496sJ*1lLj8;XZ7BC?@FS(&$ZZkO1NSGp7*WOIBs=vR_Y zvv0HuPV#YczlgnO$cIZk*AHh2y!3dDH~2-JLYc#y!L-!4PDYnXu(alhkLH48?`%C~ zhSSF(Gj6}d!BtUU_{W~*T9#5_2mVvl%0k=6UJBHk^*1=5zMQ)$4jZ;tY%p4^I;xlF>x=IKT>`Ke0iTr^B zwP$m;mtu0iNs{|DWct$piG;HB5R}?vG-DCFX~cJQ1`*6+(z4&B)qVBy{$@d zLC@D=rt1bcYR}ZiVS_1LmCtCPPZAPBA-7p5c{Xf7Q8X=XH^vL3FSU!kEjzwe{~`28 zFXTSFRi->D9NO~gwHCkH?IUfaSU-;6!r|P9bFw*3%m4nI{W4el%un{W1p4+1&ZZ64 z4%L4!KQLGurhZ(E46-#%B7qtxc5>I^gB}qcwEWrnhBkmz8>zo8EIkgE;;4lm!>WNh z9xfW7jc<_9MLPU__GZ>;_3_x+pE|S-gv>8(@Bi4fby+)6|AG8l7gut%F9R@-ZV<6C zS1FwM+;mJ zrq?23ViBs5dpP{E^MF-jRLy{1=yhaFlywJYBEopGB{wkSt26J~6 z9Sa4B*7}QnnfQb?U$;A{P0fC{egyy8Z{|uDPF_1}|C^G_Vu3RS>e70ZvICUbF7d1u zr|Pee?Q0DGa}>r)Q_R2J6 zQZ0S!yS{{@FAcQ4^;`FeQAnjLZf8>JjJ|p`rqmg2imngw^riz~Glk1dhu4Si70=Hx zKbC*}I3e)8FHcG#f{Z44-v34!U0Qm1aKnA~&3xnopQNKFmfA=1M|H0J{}=PWliU0E z^1rk9Z|?oC_WtbNAKQDo=Y_rR>>b^^ipj`i-_{kyw=d-pHy{_DH{>h7QJ`QhDvWcRJzAMF0-?$f)6cX#jlja`3x z*U#+w)4SGpeYoqJyH4ynyz8sG_U`<5JOBC4f6(*Ccm9t%|C^ov>CQjD^N;PU?)=8i z!#lsUvunq1?f8Wqe{#o4{{Px>b;rxZ9{k&$|GDRH_xxO&T81aDJ(+__Zx>bvJ}4E9-n?_OtF^dwt72zIM;V41-_jS0yA_pd02bow=VAZgiMhu-}^DCu&edbsRY&U$vCWSt%&@&o-(U0gY;~YUF;?GH9EsG!3BY{-c)M+wOM%;^(&PXI4rk z^DD~bswL5uMuUs4HU_R9@)%H&*w9SR9m+Tz>8gTSmJ0 zK;9CC>njvitm1c5`XPgod&t3EKWR9mi)bd1F1NeO&@{arJWje^wL&jN2FS1%2F;5k z_s4s;^mSe0CUBINdUkGkw)-O5&{FQte|^il-ELaPLxxK4%f+mgl2*zTmQ%6#-1h`} z@@m(2gdl#I*|n%^lz1?k;Nu4lZFw(zmw8cUbQ?AH(bR)5_v;$$hE}@@+IxPxKm>d7 zW~uAH{M?oo<1H(c@Do}mf2aGWwUW(JboVdVC!{4{F698w{T(9^+x4S6e`V+H9sgd>zv#J~|4Z9{XZz&#+_u-Y{_K{2vgJG7zt!DO?EkNQ7P0?g zQ7+eSc#0)}BpR+`18AMI+`k|uBgomFkogSmSl@|s3H>r4_3&dbetXu`8cDB6<` zvO4Vz9=UBRu9^WOa^QM?V4&73+rYv{6-pYA3yOp5gs%FF1Ff!51&!h++d-DmcIUDY zhT7qJNrsDY0!gF3*Ocvvez(CCki27B-``(bK+?Ct_fdTYPrZw|)v9}#mE47_si2rr z#9^h!9f1RnvNa1BEX}7Ze%0=*#rM6JT2FmCKX&-7n6VbG;Z;n<+4Qs(-9ml;n0s2| zm(Ps7+CgR>3vg`gt@d(#Dt~a8Jau=ePj$kaFIFcs>T?)#r~KNdpj6+%leOZ`hHa$>C-V-w);En)u z$^pAFd!udAlLGwh`lRQgATqA9fW~^1476TVZ@f7HZDpa|B}^J4-2XdGDQ;h(16=A< zr*A_Kaz2Ect>%<<_ddDVTN#Yl!f|qenBzEl3 zD}ynvv7P(Uz$;nSXP*oCQ4rSl*Hxqhd;C*!uOze_im^}%;hE-YIb$A|@d=dIq>F-H zhwU9OD?|8f!$SsiX6(dL+g>$~hJj=3J@zZ%qh00!{tj8TN?@(wv-|UK>rf%Rnf}84 z!@g0jPKsUP@IwwD`GXZ^D>z>$w>!?69iTZBy`g`il)sffas+~$A0emI$mG=}rMpaW z4v|&+(1=3xKk=rB@|m%Tx%RyPT6V|@@y-0xA-&?t5r&sG&xA)-$R8fVID=ILea`IkkB>mOy zx+IO%rt4So<$IX2k4mOg`J9A{m?R*fGk5XMR>JPkiSTXhVmR|DVmB%kBAzJp;X^ z-T!j;Tf6@3t`~OxCp&w0)OPIX`39N)etUa`-2cyPo!s)TQP8Y+?c?>9e`=TO_Z6)1 zJi!{IXeZB58U!1tocn~6_goKCO?*OOQ!nv`I1LZnc>G6&enrlcJ8oslqa3SkGc%6` zcI~_MAIbOiJv^GD7EbVeN`&6zhX-mViGg9@%>m0It*fi^Q6sKxbBeQ{21Yy>dMoQ`s+Nz12;)2;8owSj(BP| zo&q+WxsYmn-$ax)=Y*D4R;}Js2054T_|-wE z#4VPLw7Og>(M7wv1Hjyutah}1kHSF8D73>=+!skix3scwYH11Wu4L4!rubHoa&8y+ z+nm99kjkpJZ*U5UN0jj1D7B`przD}12EC!7wgdEAg9g9x!##%&*PeribEV1Dq$Spp zaFM8QrUpLg9^3l&RF%^R)pY$X-sZT5l|dB+2_hn#>C%<bT&&;T zJ~%v_yT>re)k~q)keuR5xGu~*>PEXAHn&{6Tff!w*4wpd+<{}VaM&)0o9n|fL4+~) zxEaEd7a%F^gb~KJO@Znr30A0g!n5;)$53cB-(GUU$G4TksVJMB*T zhQ>*ux2&od&$=35`o>IUHl^mM0qjo4gnU`nZ!6m2;RaF{WLj#QlE=?dkXGtdcrxb6 zlqQhvgf%}E3hZUfqscQlY8oMHccS9^NeeK8OC--%xG`EYPfkTm!K5CWv}HydtjKm+ zwoUa6lb6z>lNko}RNZ8br5GxlW0Ygg*%RgMNglN&%(VEfT|gfV4C$BW^W)=a zFrHGXxY5aps93AqSv5T+`pOgKYX2yal|kjklYyX;eDo8RkYtfk8xV)vE}V}Bp;DjA zW<+J?u?@wHsI9MnVC1OOz3uj{F|E$U#z=W_Ge0~=LYn)xiVLRxPWJz`aHAy_#kULn z*A!5be3Ugniqj1tU@mefB&N2UbJFDp^$*D2GMHQS@&Za}c6x5*4!n>= z7Rz2HKab|?b|Nu2*uu@4or9+&Wo9 zjvi4MD^zdB6Kh|iWZ-gnu5`t2MS~!=NxN%yyFz?t^SQoa3$@R$f04v1UpPHS7&zZ4RoWsmoBm4#Uu{F*q4xo}&IM118_ z6n~|e*viuSbDq=oqw*5WWilz>vdfl};g1Ua-)i3i)zoJNjmIZb1LMKPWJbh!?Q8n$At>$c|ooQM zY$A&(Z6Rb)YWsx3rs2q*B@@bvJ`mx%db8X?aY~xBKIhiIkBr*Ka<>C?!QSE{Z*gJc zK765rpx}mv=hmMlTJ4QoCU^3y?p?T2qRG+XOle~LPmm^iyeuxyDQwG;HLiXTK zx?^+uGC0*f|FyBB+Wz&=<%frBPv`EdYn-dh_AmDdbFjj{>M=I}!E@}ORHcFwOz`S7 zdzJJRP#b(pvKciVd&&X#Qcq-SPTzoV5Bk@<;wg7Cer1#zt7V4 zYCG5WaD>V&3DUMaKEFD5-e}z^xDX=yDG{N21;1H%%w1a=YKFDV7`N!JwtKxde^}6L z)6+7^K%m#FbK`T<75s(-j_%3TADA9{7jRUex-)Q^JA8M2H{}F|DJSqD z%h*e24!55xFg8>hTHhs?q4T&5$!@ufFHhB|8|o;2owDST*$#FtB=xX zcs<`(hr&4g=vNfff{9DeTyd3;Ad?gXR*H>cx$P>FDR8xC)_1ZtBq`dKDC;u@sl=3! zF$z%jE_Jt(?ZH+2<_Nesvw6}+rs3M*^&L9yr&UEqNlaNMPhOh+!AfDcU8z36OWzd(dLMk-M9*n8U7QiZzs5TxuZlHPoRRQ*1ViUa`BZS+I+?qu^=!rrr5y4M6Ss`gS(R8o7kb56E)h zpezKDEq6@jr>tO-nPyPsT29kOPdR-OcSaPrrYhujpe(ivTh@UWAW`ORuQ^3Fxx!q9 zRLXFV@lL98r!*2(_u^wUO9dAq5!%+kr-NEr-{w4WNLe~Iaq&8es#iib)UgSHsT)Z; zRKEq8hLde~mYW*?aD6M43QYTMHlF0<5B8syhktn1ZkNG)lr(*NeG7VnH{5JKT$-*VenCb^;9LEU}IWFQHYun)40UeBJP0- z6N)Xi%PPkA4T9QN*1sR~LK$6vv*%`2IZN(b%NXGHjA(gDqG8?i(x1o!jlo#S*P9Q= zN}5=kUfbbaBE=VGpm!K(|yPEos%P za;jH*T`wU7>IKAyS$Snnqrs$|g_3lC7MF#%hGsBoJ}6qBq_1~3FvL|WeM>{3@-32U zwY=z}WyCebx4&90hDCf=12a&h}Yb30VHdV^+y;F}B)eIyz(HU}PwF|Q8F7(0jdLPXe zQM_S6yRuAt)>VEK{1?co+Zp#q;`SD*ptn0pV!E!ZEH9EL$BmX*lU*W&NwZGSZbUE?1^2)6?bCLMV%p+;s|Fk%EUwI3SnO(HCVb^j zk3kQr>>qh6OO-_K&KZ=B6yT=X$uh3iA~lOEQ!+DDS17F#fK z{aIf7O#iHX>1k@hJ$NB^n~bcO_hv3$KT9@g{eqS;p++iElw%@A@n()1WJSSocA2EV zqJxqqo<|`|JIw2abj% zJa0KaQ9|MdZ$HPa;!7mPY2O7?5-O|kGI@hVmmjx4UJaeo=0+FFcif*H(t&0ylZ%dWopr=~Oct zk5=1HlE?`)QQ#F>Cg2Hj@4w3DpxNqmBmQR$?j(8NuqMQq1l%%x%CK8;p;>W zC%u3sSGUC{kk*`POAt8FiHVPK--`WMnztQ;)e^j*B{(ZW!#<)y zEKA_iBt~($@>mqo2#N)p^ynv*{nnObldxtWs`c*4Kl^O$#asp4E(zUB)#iB>C$@1` zeUoNqOgoZRAfCe?u5d&x%yu+~20-oA-X4;Nj2H%75$&~To`AnbjKhsbqVPsg`(f@< z6i6HSv}@i7Uu|r6{)HE6Z|BGy5;jToa`LNrQhnk!!W!v8)v2QeB!x{0lUZI6t~!PX zo^w+;kV5!ia994t1NCFMyJesSo)RTO!PB^{TVg3zo6KoIJsvPM^1cyQj09S2Q{$oF zcmt~FsKxeER*?Cj!VL&VaS39stpU%;p21gD=TWx7&+rZ6L^#%9A=A?!^DZRcCd z(?@yfp)bl*!cdg^L4jfOWJ%ye!&s~Zf;uuM;+!QJFvt?Wbx@`!R7YDQvoy8gojoLj zIfzR~xtb!NtyzlMPFzGnn&^8AgySXO9L;-Ki8JB`>=4{6V6}rgL<Da z2nUYM_!RGLo!y&I< zZBWPT;bOGcsJ5k;VE~HT>u?rzcmP7}{C3UYtYPTM3Q;YBBP z#VI70Vc5hu!X33`8&EYNW=Vin+{b=kZh|Mtg1z>oZB!|K@Lb=DNF0u?)G+XWFTxSC zdvKCiZJ<(4;yCtkkdUbyaw&jCG6N}(M4QScRpqvNCcl)3Sf0 zmMqr{$c02Vjn|5(OPR@?wRD6Yjy6S-{e%z*0DwosfUrym89A!GwX z@#1l&?G1<+r=s@7t@-@}wOzS;+AX)rrQ2bph3>lWb#5U}#Qp4aH+eY`A>yz*M8Xt^ z+RzrcshrQ+Qy=Kqa9gT%wt1LFF5H3DNNE2euIszYl@_2@)nUdX;nSm!W@MH%5|2PBppT}BxFBjy3_)lvVFp&maZjgP!EeV?v16&BG*7kfw5J;MZVYH~u?waS-z4vwt7NF++Rdd=11r_o)Rq!HERQf9R!WyB9Q=+#?+OOeu{ z*&(bzb6)ZSn-jS(h`^hYk_-vhdd+I+2_U{Hw}Q?z%1z^{9eGZ&>RHLEL4=QH5tHX1 ztuzS>p~0aRF+I1d0A_|Qy{3t|!EV@$xMphLt50xN-ymUUVO-nuMIc|hEy%~0Rqr5Z zX-OSy7q0JXA!TROv=VF6*W(6j(5ND9@m44D(_*=Vxd@b0$@WDv&o%essu8AWsyE{Lse(qoOX)&pXe znlZIQu(QzBc0H4S{slazR?u8P&s<&M`tMJIR8f727tN=H$@{Lo_;s}tmU~g=S`lb*`{@Gq?9a?=SB@x9it;&F}a( zJANkr;?%B}bQbTW~dKatTY~?}wDFcR`ISL0(&9 z%0gcIO7Hf=N8cT|UtKIsv%{yAcLU8=mDr{dc~9-0XWu}@*5WR3%PQvHZHfQi&{fC@ zG-DMP8*1sa1y(BvKHRqq;-wEmQwyb_FjsgD0W#m&vWA(t2GKAf$muzPs+Dt?sX*bq#6<= zz<3=#5)}&{TJE3VH!5P=+-5*oBWcjM#qxp~vno?UTu>Y1_67-4Zx-fC>}wpJDX?1{x&p`UbmuBmxUJP~v5*f} zdkBI4-rj-xsOC$>rBmjfdsWl|4~uhlFD7#|8uG}yh5mD=uHvaGhRFC^BMFS3lMw*H zKuZQ2siq%J!JNw?+bo&&WCaIhEPfhlOds3AEeF$``70yIXd2k$7%lmb1HtO-Fq^W` z>29P9B7&fsY!Kj-8~TJ>u`i)P3f>J0eax?rbTxP^%UO;V-E%R}8Yinv38QhIhPI%6 z@;%ZNib-Y>6Kun|*5Y}G3MaJ0*Oe`TMh_L3I-fc0h}@zSMoO*p43joVmoPNC%e3dq z74i%Ibm}<7Z!B+Ex$xg-nbRc2J* zqz^MGGIc1CbqxQ?^aCX`)jDK&4m&isJ6{srVvZsmOw(*3i$nA>%_Po@T2ceR4s#uF zy3^1>0XJ&Pd*Im5-}cUR6{i6y?CbvWP-#dmp?sUk9}|7@rtt_mes$n#1Ke#<5w+f8 zLd)CmV9xa^VdU)cjq@a@3dH1`-5^r~cfw}sY+*OFxU?0%G1qrrr}r9YS<)z&OdOl~)mYOn929k}hq?SwiL`6n61_nPX3AM(#$j2ZGjp z&yNq%#aC%laZxc$13lS`N zzme^Z%qxKgGcX9IMqn?qfr??dk|iqiTjTl`e#aRT6l&^F_vEXgRDlC9oVPfv?A(^D zkgj*ql&w#Rnp7~xfo+gFF6tZZMyWV=ySPdo<~t@j0THVm+H9XUwdtKy?)i85``Zt0dw%OLcHigr zlRtmpXW;IaNCkF$;6q753CSMkB15sq3o(PGvpa>8PPaEhup0V#c=EaYi!Xls{=s<{ zgsm*^Nt21~=R4vJwe?BjR)SF@7KYG@X>ow7h5p7=J*tVduuKK9Oj85KW{7%|iZA;h zkeIiUX0Ij98gYZMD4Vn)niupWnXWT5OfUG`;V`3VC~YHuM3UDz2&jBFR1b;G z52t1jLZ-^bjM?0z3^RhC_nbfyBmp-hz@x+S8<7v+b1C|qLhkPmown&dA9=yH=vii& z-}xdDX}JM1d6kOD-E$?wUt~EFf^I?vjIFHgdNx0BaBaG;>b&{+fMH=1M1<41ItL-Q zb1va$4;ilkKNnv!ZH>5Wx9@?E$&>y?&N06#9!rkAo3n-aVNeG2mtg}BVDMY&m6tkD;L7n@Z{`(~ z&V^(xrq!MqYQ?F&${hGgg~^EzB8sFOR_r6b2*XpfZ=)6=%PPZJ&QVv!wKCF9l!!zf zo+lCY6*y+!!theuP9*Y-aJ^uzy((B~5C{I(FA@M1f~Ruf62+4bZ06z7Qy%R7&usFW zXZF(fiEzLzvwclW5kuy@e23gzY+!xQ(>-V3{?Xe5wWk+hOqV!PMU37?o5ksMHD&HD z>8YKuhNe3GX9dRkaBb;NyfWw~^{xG;EvimM;t?+w`riv4h!`SWkDjJ`B7mcBGs zysg;v1}|{WTpfwEG`7;DB^xKnoEA1vu`o4<@jGNo^X-HV&LZEPt!&a4HlNMfr`E*a z6jq0z?^}lTCSXvwBob#v7!by$jl!BAd>yp`PWYyuM&FlJ3`AWL6_Az?BkhwoODU-2 zOQqwKPtHzmn6fy7`Z(KxwmF9{6i&)+f!}&^)9;tU8+00Pl26ToOR6qix)R<~3&vN> zd){?bQpzhf5V{kG65nDT4iCL@S~qk zCgf{qT_kH^L8a79w*b!)&nMwQXuFIoN$b9*-jJJG!pBM+uh?OjSMjZ`YplpHm2Bzk zLy=KqXIpideUXL2?t)8_^@;wc3xbI_Ws!xzlHj$bo8AVL3nNVZUtQn@EQ-Rak z96OSNBKdz?*Z1Xij`jSF?f*gd06+iG|5^KdUw&|St<-nh?NZBUqp9<<**2Hi*}?W1 zZ`gu$U{r2xNB(59Z2OcxKsK3}X*Xp&O^5!yxv%ydef^Kk4%D_dvuOuKaqiTeMMN6t zoA_0v9d?k(w`kS;{=3w`vwfA}Y(zP;{uRCf1CJQElAt$rdC_!p+MF5==M&g3dn*iy zOg>4D1B@=5zP6j8ze&#~a?V6670fFX3|-(M&IU|x>}a*@d`vufo4Ob(jElrTSV+C0 z?^Jj~N)gFA@Fq4|1Cm!fdk~aIl6E}9M7Kq*#Oh90_vhOs&3F_<9shHg@)PPiNig0hK#YmE*wxN8F52;*-z}Gbe%mD-{dN!x1`7 z5+#T&^N5g*51g}9k83M4C9MWe&fpsi0P&mk7BAvU?+pj3Ya@V~MLd2i8aq3c{;}(H zm?v=^%p>OxN?x`P%%V6R!kr_ZgREujOY}st^%oe-z2lLbSgNwYB73Q3sF`yu)r+Aw zu&v^`1Y4cRS1rKJphZ^h`Xp|Wbf;usR?P@d z+#Jx}G1r0EP*2vkhS|s=ESSyQMlJvo0fH_dQApR2--_i0h=%jB8^vYk_o472{D`)U z;dp{7yy(sv6@;qglCiX;z`}$DbL_JruODa4nntM3(Gpjdf-2=xvMi6rg0=atP58+>OF9nRT3x;swwjN&o`LM?5PwKQ9;&!96qysp1>w$(kEpz z)+(RcAAj@9`GbRh=Dj}nTXRtIEwwU_=G6{mS7fftv+KkFyL^&*28mZDD^eja4DoHl zR))`1gs-M7*1*<+nyJfWQecTbCbM8ngy|E)Q5fiPRDH4qn;`0}52G*h3I}KFx=QpI~op!T~o$GRt)P)Pedg!mkK@7&z)S& zOL2xF+!{zE+0Y`}Ija_SeUIT3KxMuVHtI6YSp);WSr{!{;b&=Pg@*514OAQsS)P<$ z!t)hw7^avvnwyKAq@7~FH88RehDMNc+Z|K*qT@07cShaZ{v9~cxV#Mu8g=P~B|~W) z*h&oHdWOV19+ecMjrbPz2Vo9NcO=4Vzo$7*g8$uZsvN-=*i4%B#Cm}&TOY;~d&`sw zR_+A}z%yV0Yy`6e+o86X&Mb|F8J60U0Qx+7??+`U}Sv zqa<)XRs18x?^({w$ZsaACdcgs0L2d-mk_LVOC%Ol`^joKEWV(Oqq)HibHMn_5d=d# zzZNSxV`-0m+!-WcfU|Zm%?_2Gff8-(5(6>jG;z2{=-xhg>Qxr@nZvnlRe|eTBYJ2C zW~eh=O!)k~5x13j$^X4whjM#tD1{zp0{0q&5EGa@DIa&ti zNU6A797OW)lMR7F8x91OhyWr*IKZpY9MTRN$H1O7K%t)Hahl=Al4JH$vSks1>_ESH z(47`tqCRErvgh25#bx`>FgDxF+P1If4-Blm-}j-n6b)q7M`Vk<$9NT|-4&eLrv7P0 zu@Kp`cvQ>ze^x46Uap$`m^F2MvolXpzKSr3ZdmdyZBsa89huDaye!-*^)CNwEt)VQ zV}W-7I^4Jo177PNAYuf0ekZ(q1bZ?9_`b2*Fp{0^u9kDMcJcs}?!i;X@26td8MF)u?4YA}LW$}qih zHB1(S-c$I+RYjXaLmSnyycMgTk`SgHr4#kw-1p~44%gr6yUU4>RVEZUI$4@qE?%)a zOi*PRM@y!Kd#52Q{${)ng^6$2EHXQgmQ?SkROL&?0h%>JWXM`7AQ?(;pqV#C9bX-1 zjwE=(dfLWI*9AT0E#=d7P*@s|Zi_d9U8JhyM4VfZSLfQo`Fw5B5-LBsY-|Zzm7HdZ zvuXg;sSJC7w)fdiD$ngJ^viTT_7ci*Bqg^fi@sKA*B!Z%R+{;$h{cZsVyH8V{>CM% zy}3XC%rk4x3{1)dHXiqBDixRb4(V-UL`Fj!E`H2w@RCJ!K)qkT7G1#wx#dxl!a7Dw=^DT+ll0kMU99` zzLUoF%@@m3ZL)HSbFb(e%_P@zNE6^I0c2PrJDc{6&^+jVv1j~^2dgA_3(V`a5D;~7 z>2%DpKOQ9gM4n(PB`Nr?vMquJT~pr}vL|oaV~Ka1wD~gC6%@3^NyU=QN3S%O5~3;| zF3cJ-LhcbJNWLLFD&ZH@I%i-6F9FH1rplztL(Co2g$0QW!t_aaOGQXn&hjz`b|j=t zfmnjZv@dZ6Hia18MvM7f`@+7SQ*W*98msMvj!HXV^k~6VLYGQG?KY8p7SwI#R^oh< z79w&`*v^%TFlx3_=ack>7>Av_B(($EjsFs_|L`^wE}+aTE-JXVXc`qbJ6M$Y@*Sm9 z+cY2XxDh|-djU?YesrK{=)gil=f#F2U|Afh*mXk`)p#IxB!jl=#Dnj8c~-gJ-Btz9Fp1h zMKR!2rP@Z4fov}oEuy+vyO4gfNqn9wt$nE=nc?2RhatMdWsw+0<>G}fGX{SEzuznj zMjC?KWr}hZ1iomqzzT`$Us&-;$rzKw$Dofe%ZoABF7Si8G7g!mM<)3^i!aR$i-#Af z5%!P(u#xjV0I#@+G;ttqfz3=x!z`Hpf9@N(-k;iiWY>SVYgf;&ufxlT`G%gYY@VkE;Xzmoh1}hJoZqb-zlNZTdH~q+hJe$CaA>^ z?E_m)ENgnO&m}Vs=;^YV2_d`-8+&w;GBjZNnQZ(?97=={Xtgaqz)=#4gFJAvjG%*d zsnGxC@Xc9t^A~yUk|TPeW$E@fTA*F}#~hO&E$l_;mhp8orY0Dcj!tXRo0}-k4O?m8 zn>-ty#XC+BEPe`KuT*9RQ*|3AX$S=tKr$BK9p`LR0vP=YWYZUDqfVL7$}#OmNj*DD zy$XxZG-2<=)praI3*IU8b2&UWMgMUC4VFtVKB^{`IW^_3MFnH&CaN7uyK$-=Yt~M` zLJ01IfyO)t6Tyc)L81oF_Nxpfw&LFS(JM?8iaqOjXz>kln%eL#m+ zQiTnNe0o@?x(53m%dU7gNG4Q{#n&unO+wbtG*lVR%4N!tC?`!If0tLPLyV?Vx4bx@ zGk77ysrr$_6aXgHXiFdhiZHsG`lLphD6S<7;U;=--9c^Z%lX&G0U+N%g<60RC~#() zHV=do{7fegC&$32k58qVyp!eBtej}_X6zRQ z695h^PIBf+BSS#~LDbbJCIlP5_|piOlMS~m1zsg-vd|wqb^@EMc)tbaEq0u=+SFR~ z^9cw6O{4vgj0fl#wZNWU;j|1xNK6FbS!JqPLK0en-d^R^))S-+9kUmF#?Jk5Kv^7G zyEBT{>w|m8@5QHtxZDZq$^=4l8w;ma1L)ZYhYBZxJ9VH`u|<|p3Jp_KHZPJWv<7?~ zu@N~Pi((+eBHXU4NYcLqD^%)F^HIQ`q$BrhjAiFBG(~Mk4CgQ(I=b%6tlVhElvDq`~v0zl4HD_@)u~u!4_;d7=1uYcdAil&VIj4rU&TrspSjw6m6GliQL`-oJ89y9LB7?I8fN%<~On9z}N zd4_x&y4TSWO>3q<$nX{5qcVp;BOP%wnq)t4Hnt{0mq_CF*cIV6l+Da=i&=a)J(z#K z?|Vo3X2ooZzMbb^OJ9{vrtR6xmPam#FU4t-BFTquUz7eqSYeb#YE1J)re>am38{AH zVBn=fFhLx!0{5e^T95hl<2^C1CyfQE$&TPaGMofJ7Eo_|aH#O+p~8oU3U4PXTj&ot zdn~MgwT3~*Uw*D|=|&lHl!|!eQc$?}Srs|1acv|9@CV|0F*p5#1FvXhW%(S1#-oB2?^VlzNn zJ8QgZ@JvhuRa==x*XUHe5n7NTdl8Caa)VoHnGY}_gv7Xo9|f^_K$@At&mOUy*Evbi z6XP8KnM_4Z~ zyb;JSx+841No|A-JDF?}Zi`Gs!bGA>q&%%$by~I5m5ep`+6R%ap_=SW zNlrg9-dL}ccD1z#;DzAPOt<}(jGVXv9P6tKmD}htT%8!r#0cFDP-n7y7&YxTCP|oK zMxps{-U#!^=4xi7&;eCsy75ta2ss}Ws7SDgL6}a7lde> zAzUt)hq!{lh}J+KOoIbXd3%A^HjE4-4rHMbY-ULW*Ic}fb} zoKooYn(|vv`w}i(t{qSfjXwGjPAdtQD-v{$d{*HcjT2S-+7IN9y#B`VT31$|1E=Lj z^Z7*o2*+xSmYD0?<1kGF*5^0DpD_vHp~Wh)h>ITx9-e5{*H zGNU#gbiIaCNxipkvbs=Qyu$xyGomsCU3w)k7d(l(Dr7w{g5=u^6g8B!2p@J%a1Jn< z02)VMZRz#Fd5&6p{d#$+s%S>bxEc*WWkt!0)LF~Xqd9sN@Kz?Dt$*`DX$f&XbYsEJ z#}LJV+eO7NhDZ^DIO<25P+fql35Tl*+D^`jdtRTYJ=K`m#xz?X zmE{GA*aTe(#7hSS3OP3nq#RM)sp*SNoQ-{>ahrS#&olceRiJ5)6Ad6g-1jP;2_KIu zJ-0H2CVvT?Qh*cZ3Sn33#Z?`QbSq(VjOqk7)5&|{&4dba!AnPKWIz=4gE}df&Ab?c z6h+A4r6V2Zrw_nV^@(4pfDjG2s{J6;VX4d`(-kb7={avoOVe|v`T`T;l{{E-JgS!U1T=90KZW3dKMU51~a|}V+c#?3<;7*bl z%N9Ga__{v^?}{OS{(%g_ltijgGa(Qy+dnN+3L1Vw3RBdI(`)Vsc4j$yfb}402v!%sG-|PuoKHe+;qoy9cr!PC^aOequ?Zh@G=Jh+Z|;Y zv?F;q>yyYAj}7flS{o2NaUC@OL94mXW^5niJyE4GY%P9{|InRLu#MHF+m0{e@6j5M=S1<9b+{F*~DNSY2|`fdSo_ffsSd>d}q zLCVsVFcCCK@t9@y5DTG%-2E2{O6SF_y)$%W2$Ke^^t_C8CPpCnZdh=9O<+7ZNr*}5 zzmD(L)b)YpTu%qW^XvG09iaL1MRp9zcaL87{SzPpl&BOyu`_Mg1F~ zkAzH|O0_c|<%V`z&%)a3S(vYfxBH5w+BH3~D~s8M!WCO@D5~RptT+xO1+nA@%ESe) zHhrM9k+Eb6Pt-ulEQI%xb3mVBlQw^GT4RfOu(7cW5GY9jF`>zZv(_M)(Sn42LhDA@ z#48%7gw@E5Hs$JTg-c-NyTcJDF9|38;k){2?HL{MZVS>Nd0I!Cg6kA!uH1$svQS1M z!iqwFZN54~SnK$~OK0+fBlTwnZa1s8H!97OJAlgJPkI!Ewfdq+cMX*^V}6z_hu}LS zUO^{=z|BF(1+ucQZ@N6qlp?6XB}6uUCRGM5wjmd}EA^rI-kzaFLb;f_G^7T^PhD-i zx1a(M|C^|dxDeiCwMe8FanpfDFC7i?Juk69?oa4l2a@P5hgQNp8^k80-{yr`zxYOe zc;v^w*|$nc3{vHS2{9O9BHl=15jNh@q(^Tl@F-grB(TUI8T;43yHw_sTs5pl*oI7Y zV1aI`Tjv?W;iAdQo~j9?31D~>N?IQ|di3Z}p*56pcrJ>aG`$um;Ql+>3Wq%DZz|eo ztJ0_U19zYZ5M<8aCkPSpTIvh}V&?~z4kBCg=o*m7KC!EofYFn7ypOs6if6|d(KUN} z1o2{+gtJBg5@480TxX@2OH%k5;v_HhCxWHHcfK+=;HX8$6iy@qa{;gL2$bZyk(geb8TR-TfO+D-3c+qn|a+*4U7zWf~q2glIGtm9N33Eg;CQPu^H!gAM{%O6oGkb z<9&CX7f}kE(;P#W*@n)==uUb{`Mp%bD8-#wi(0)5x(B)$a>|(B0M;zqA5CVmcs56> zEKw?ZPQzR?zsfck)EWLXygtyO47G8zX8+HZngq%~rCNlM22l#sh@;irk=%tSK?B z&{C(%VbYo>r<08(*l?7n+@4gI9V!V084Rw*xcrUnV@GmS{9=3SI^$J5&MjlEvbMXc za)wG=E!$Gev}n5Wu6pge7cAmeP!BAX;+AIP!3cZ7tgx#)^w49r>&;;cL@nBJ@QpNSFjCz>Wd#92*PC zBq@v@nS4PVaZH>EEU^V3XM$_Z(i0Ue$sD_>s6#^OP==v?eDX@q(PMvf%kkQl6kmBJ zfy@>zvl-|%xeW#M_oLfym3(7~E-w3K#JaHR+AM*`K_sx<6t!=dRiwuU8$u31ov%_s zWHwWX?lA<+q&D(1o3nL>^SHTpwCic;g6g_$Y_Djt5#Q=yW?lUnIHu5TsE%Zu9GaRb zugtq1s-YueA^oWieya^ymE|#%kqbm644~f>DAN^~4!I{%;0H6Gxq}{XtqOtf2Mh!4 z#0+*BhHaA-fjF;Z90_P@0_m7(6;lY<0UEQ3DV2q}MH=m&m3a=rNh*cUSsYmK52 z(_HXfbcETvltBT_lWS|yOSnvB6eWSDxhdCD}>Fwp@3X%r;^ zq?t!ItezHQrFq>GAx|PhbdNkpb(uz2sX*R87q5m{B22On{<87SX;#_tuYIB!WzkL5d#kLTSM90i5mXI+{ zYk7$x`9-~vq3oxuOtwhYr`V!gKZ36_!eYejD0MR3%25RsAJ`0cn;qE0nYW=@A5Sz; zt%;0FcAR5bDnI$Qq$}Bx&F>|=pFQUry{6L@2pD8^(n&{HeM4~$N`)FW;#_FG0qKIf zee{Y+bbU!m3!_6uH5&?n9xwD)%Xm<8YDxs*@+J<>MU>WN6{m0Z6q_dlaE4Pw=*0uQ z&_7$Gcr4ypP!fx#Kr_T{ls8pSHwvz5#CdJ{kW?h%H6Qk00k4gAPP}pDl+zSm%*+hpP=}mW_l;frAo4u%bsf zG$Ij2b=bufXne~Knk*^QtJM;k`^3WMs(XBlbS@>SOJj4wZZnGqdLN?o*w*ol_*|9= z6duZc*Fb#LV>nxq;5m89ODuH)tb)m+9FgW3qCi+wK4maawFxt|biSsOK53KgaQ~St zVRnUT?_DH;>e{XWYKnM5PsE+^Xno+f#^!o3JgHBtdmd+jL5H-kD zmu2rJ!OVKgc#ObI778Kp2+2)tWW1gzR;5OTHgw2wHUc+$e*3|}+`x(i&y0jAA@)-W zmrX62{hv_(y+5_*mwUgn^Lsn~(e^KF`+06W`SWB3{y#GV>wAhl$6o)jk-pkCgllAF zBmTv?@ntMyra^xrds{g<8t$XlTndS7{n#)D+sf{6K9E{lj4Ro?l|$7vP9pAdNS}pG z@y1L!9W&A>6UvGe*G4{D5|gXMF3Qj{i+AN6F?l+TF!8J8?CcG3(0C57ObyEYN&ZVQ z7w}NQL5B+wGhi%yS#IVcDWa16E8{u9L0okMLgX4B_Zc=_sw6;55l+Xvc4KvBse+7z zDpGzUddin5G|Yk!jW5!{t92QPv2zJRE3KQn4qwD8aYXPW@8UVAT(`amGHGYwxy^}( zG>FnJyv9@W#0@gPIxt(6)GC%9A5hJA9xlrAERq>JotKLXg;QMJU`|5{VzJ@qrAs!U zK$dvRM3uGm;IX-aY*{IC(g~Jh0fG_LbW~JaCRm*6gE*VjPFsGLDJ9l7yQ`*17b5XD zl*i?gI^kgG-e2YOiM4mFQH^bP3#{&y+bnd|#7C?@?xv(q6x&^prrHnjBdxyk&< z*dHA{e%G0#P~YaXj?7agnl)6s$+B_{9|*nV2Flb~#odH$FU?L!{%QGX;x zn}JJ5MZJtY$G+*$^4SA{VN=gh@YrV@o9|dT@tAeU#q$`S+YfzEbVh*7Y*wf*@HWI8 z1^y%P5ADNAMOp%_v{-sh#XZiTXfHYcEAYhR@X4AK3jRQYy zyLYL?7eSk%eV+x~W7OY!`Th3}I~1{#2#shbw$=@UQ|Wa!YFq-%vFDu*qco;|d71Q4 z8gDR56NfHOXDGt_^-#Md+W@3Bc&Izo33!rBq_%sUxkxFi**4WFS)k`CYrd<}?V>yXh!2@XoOW!NxNx>W|u@S6O%r17Z^t zE}QbHS;d+WaU(!Ln7P~Rkd}FbvwPHGl!A&W`Bp1uWXG*!*%nRdXh#QjL69Nie{2-U zy)`ZGij~?4 z;kAWt6WsA|wr^4a4sY^*_Ner@2^*Ccg@ix(fa4D&T_LH4;o=-r5e_JvMP^v?11FTT z%SL0Uo>Wj^2o2I84k1GJ#g>s4&Ikd5IqIu{ppR;7CwdDTbb1RexglaiokefTPL@ft zGr52C)u0sGKYFx7R!P%YJM&(CvI3P=&;(!i}GQa*GNy0*zk_TT4)aaN zX?S>HHviO9-y7?DZ}H6H8IEal5EMe9+&NR|A6_gUKVCY%e0AEx=xEHfDcoO^BQ?6B9^pY z<~tJJjhY{!3ac25iM~(R8jQrs2C)kk3P+r)5|q=ndm=E|*Qr$^Bc1k5@`Vq^Jj4N~ zJdMp;p3jbnEX+b_1wG|OTiB@g`O#pPA>!9$jg%8iG83sXThyMCm`z16>Lx)3sUWbIk|MELx0T0 zGqv&Slu4_d?OTaDt#cJv^@Z6>LB++o+Vxc}c~XBPzKpzES(+^_l&f-|WLS9NG60r2 z^&`TPNl28o7X&uS8mSG#yo)9xU2V(tEcPBieNZkD!MFbO!76?eYQ0P$$A%HC(QO5=`H; z^9n5n-Wyh@QKp&6g<%&mxP{sw5WU^`O z9SD}KKr(RKKrSwt!zj8@%9b0)DC(9rZ1OapxfRK}!7vzljVF$~j@Sg-L8iQYO`)vu z)j@agm(I+*VupN0I#c;Iu4(OaGx^siV4d?8M8TRyMmOpQEFQxKmp!~(br8hN&GE#K z>hR&4(>=$If1E#F+m`ltS}NEph=vQZ%QsRGgU=BA-X3UE#ov)u#x}yMh)QwKB*ogA z0?CZ47U?4-Br3OK7EBcK(9>8_lRBQTNH!Ph?%)WgwAp`U8BiKXny_}PD@kffT_MM& zjAq{yZd!WBZg9HAYc%A{ep=qtzLP9ZnolS}94E-_5{olB;dkU! zAJTA^1aQRmRasa+;A7*_$;?%*K5&G`27Ps-(8;*yMtWvDY72kI)Y?#DYk0yz(@yT&L5Jx^O zL{wryq~(peUoeT({wNwP>7Zygh@{?(tGk0qLEclkVc8ktZBzgrM3sRn!Xlz2@DloB z)P@jtqc%iny{lkcGTsr)@n-lL!*c~U!17-b9~%duE=@t?!9_6>L}cW_X$_4tAmQOd z)RBDV6n<8=8r`a38u2`$nP>UYd}cVj6qJ-93|wm%sn&^!Gi-!C(4;D2%8E&8ek=ow z;jv}3@Fl?fC00n@z8osJiKrErNe@HQPjT(2iupU+k2Frn(W5LVHq7iB0TK(K&GZ@; zGP`1)btvLf^SWhMDlU=x0L8UQCj{eFFj7R9vCvv{kZS9g_iwZVB>(TsUC#BsxbvUx zEbjPv{;zKPi(9_Y{jlpEH#hZXt$(TK;yY{m`)bd*x5QZp2xI|gO&O?Q_|objZnpxD z;u}sLn8Ea&@fP<|R8Jf-u4bY^1Fsl)@_=L7N@=rn%291=NPk9RAwY4>7Z?jSbwTN12{7szb(Ow$qFjm|O4zNtr9B()JP~OT4@S^=kf@ zaAbGzwQYOT(u2u2iS}(aVcwSu{cnAJe)wI)zj4bMj82(dekJl>5hRDw3>|i>v*?E9 z4MVNHz1Z`{`P$yT+EY3mE*OG~wTYZ^;6{Z$A-R(=K9O1d1V&mMUcySJm?Q2uy;8>= zF7IPueR#gY(tbRA{H|vb%9>-&TRNi#3u=p7Mw8K#q}m4=wmBJK0D_q@$sVszrIkBI zh#I`S{mdYCRXmfCThF9ar9wp(9pGN(@NcxX%}OrwPs1C5GcaeiswHRjxBIW!r~Tu6 zG4OgpBqfTnMHq|9tb|-BwX+QkW7fJvJ6ncpF;3(B`O_#$u-jtUNFBu!-s3hW3fs9% zL*s_y;UAPr*uqO-QC2Z`Rb4vs1Lnmlp3-VhiRR#gj zLGOe{yISjI--$bsl?rynLr#h_AHd8ar_B{tl|Vw4Cb?{gP#6=Lmg{kzGv#_XN=sA$ zDVzX7Z5a~0Hc1I$7GX{XqP2yIxl|$SW`*?e7?Ca!M5^Oj>o|>Xj=rt>8$2W*1b#fu z2E2(JRXF$UJEfyAxELtTBPf?LZ8^gRHy+x~xZW>VW)7VmW_W2#F{7RdN8_*ZLPgLhc4v7GskgTL2N_ySDX{MJC$4+5xz=y@s^Q8aMd%SO8q6e znvo3|OI4Lp1HFByrS9t}=O~(g*0cdBUDnJe(_}xPy+_C(oWn zVaeTqAy^hW$GKWD|u^NEmBYUBT?`a`XFiEz^z!>QDzY7&ze*z<)~cp z46uY&Bx8#XaW)|yNU>bJsdGcI-t2FMq}jI_8;!?9A#k}pDMYlznaq&eB>jE_AO)C0 zn4H&%VAjc@JWjRuC7k#swM_3{rr!#y(%yF0Cn*}#zf~p?|Bt=!;_M6&|CbSDPVz6) zx?Iv`PfI$Qp`3Y4#87r)xng{mF`G$(7VXQRX=Kb~6Z3ps5QYRroG_%iTy-7X5j_Z> zwxfaGh^ibpI1R}Iz{11-psruwOa^-qZ%7bAP?2;Ee1t(xIP9KGLnNjTgArC|nLX`-`mS)nm{R!nWj_o>OQ`N#g5${2Ak?or=%@*y)Y}tR5mZzx<7x;lPBb}OB!avKW zfDdl!tMmHn4gS*Ga1V3RzetOq8YHH9wCytT(n~K56;15dh;Jydw*<-$z{rg?eg zA`i#dVr$I+?dP(|+8Fc~99P7*ZdeCc$BegZCvA>CZwp`Z6OJnjIqC z_a@PTtcg-{yfpf<0X1~i^#WS_wkV_~Ua0Kx|Ha(i{@%aR`}VG*JxB9@ZQJ*@?cZ{( z``5b1y8dpixG5z-`qA3beUflLJobW;A(R&o2aN28-$v^#ySd~9JD6C3`F3 zr9BVR``(Xie{p|qU|wX$a|O&?mALCt+{`8t_GDVBy>Kso@m*@TJ(n?^Hy!IIT}hV- zUDeYGv@{lt#%{c!%6$~J5h=LT$%_lc&A^Wu|5LQ`fXXzx3-mp!8S z2j}kQUwpCt;eq)Kq?ySW&j#^0HxbOq=%6xqPU3qz{-!H)5YMyX${lmfxX-?TNQjM3 ztO%ynOwUjDQlcb@j$0zeN@pqN!P#l2&u(m(TA90v0T#18jJC^? zwApiI>}Qb`MQ6cxa=0+rKdmn4rgDVIP}J~H;dJo^=9(MWhYuCrGL@8*X>&5nmM%+p z64R=iN>`m^W>>Qa-*gK{-N-g)uxb-Lf2Qr?N81k!*2g;ztfm+_u|nkg!g7kc(L;1RweiGTjzk+>O3g6CVr9Q5FHNuLNH;%< zV6$TOJVE$$aS1`$rV!~~WXu5)QvoG(eTl8UR4nGasDwW0SH^zm&DdpybYAYv2)0^I zK6}O3Iul9Mbj%KHT_DR;=auO}{8bd`kQxK_3#g=Za5B1yhjYRUn`IbGk@!c<49qJj zg=PGRVwKtHQrnN%v&52@uw0!mqH*~q1DNl3E`Dx6iCXRs1inb}9p&IZWmYWmX5l;G zJ6iLW@{WGb39#aC**J+=yF+r9c2~c58-)F_!+om;!$d{{?T}=3(i`sxU!#RANWs|; z1Y@$qhCqp@3`|sZlglrHar1FTw=dGb6a>t5{1d*RBMbyI2;SyFWOWIQb&I|MZhy^u zuJ$E;QPCtw(GpBS*61?h)Y(}-r1j?bZ!kxvjls&7MsZ_^xam{}!_gdH!!<^WXgW~x z<<3u$6^$u_mk%|v=8E%EGgR+7ZfzZ(r`GTiQ7mCDQfq)FGJ#T7=xFn9oUyQX!Z1w> z7$(u_TcQ7&$(WkfIA%?X49+H4uum9W#oQrEfVsM_#- zh}dA#a{svN`3zoJ`65J`;b5ETWE0xNGzPvOKsz0XTC3!bz}kKmejEG0};k#sz756 zVtMH5COFaN#sBt-c!j=LYu;&dP5#mLRwE{4k4Xuq3braqp@?rY4-muJ-NL}gD`*dBc&2d||fD#`Ra3|0p+mZYf;3X`-Gn!9b$O41H+i9qSdoT*zG3 zbthccN#>;~r0cXzU1ukt^?NyCHGZVlvwiGv?s!awc?oVSX5xznEo3yg_vwgbIDWI8 z)K1s(sF&_HxTQ{*q|IwmEyXU;<^=f~fXs~fj`&y0vS7aIsj3EJd<7ZQ%^kC==q=+B zfo7##Nt)E@*Ez{|u3I*#1~}J#u(mxvHuj+R_`NfjT9#r$J9pJ?aSINK)^ZPfbjqqysP97LG>Ayf~Z&2e6;< zw$z8lX~j8dY@O(|3)XXs_N23JzzK&?RBv zf@@@CdMJ()O`sv4f=iI$jBoL$2lGR+jWz{M$D~Wd`7^%Yd3$yYYXZIut zx7cLaue0+7-BE}zZ_^Vm$-s-qD81iw1=}odHSxICN{imUQ?M8 zEK<|y*oe7q8~mK{B2ojsXmPm(V~`RA;%g)ib3&rm8X*gL#ace_&0tFEjo)20?@-ZV zCNzoP10|coRb1`z*tW9M7d%a)CQE}i4W~zaaF#J| z?0L`u)W&ZDB|bxuGE@~Qg5_61U$XSX1+euO7|gxnk=&Z1x)tMf$(#f%cFWM4$y@cj zZb=;4#`(<50V8Wa2@dO^6`f4>`esVVwxT4pL$xjWqpwd7*S6?Pt%wVf7g0iiFK6#& zXfF_Dh-AaJ&4kumhCW>~EFst(d_sr|MN}uO z52mJdWilhi#B*vC9PvWaz==kG!3wTr^LP@vUaCRQ-_Uy)nG8@E>;X6U7DSDyN{)?o znhAg7q<>iJ+CFkPhc9-jZ)3S+H@%wPF#yEn8zy(?`J6Tr8opo4DX)9N$_6>!bPJJ{ zP540A;7{om6?oZfFOvUvbp1|l=kM+u-|b}CQCx8B6%)or@^V^3< zas#W*uVj$v*kOE6^diG6>lMp1XT%eh7zR=)xWtlh6sDXNr<$b% zi+W}8Y_A#L;*>*2sQF=<2p{0y2%89S%7Q-zsu6J{e1Jzz!Bt zW^VM^}fBUst}*QiDpevf@h&0!os%jK+nqxLyU&a53cFzw@U^kNk?3uncKx2U&j zhbjhr9Vq^pttqOB#Qo6DnS|$MjojpbeYkzb!(rKk?bTsgyIb4abN2j$$-dgt>U{>6 z@;9<6CojQSnj!B>c-j;RsYB16Gab`RBYvOe>Y;O(R1z-7#FiiREvcwY3`!d?ckXaN zHmRB$9k-Fu)cSJa4LjboBJy1+oR8v*yMwkrp>dp(4gE|e-PHTRd>UfUL6mP1{AUHH@~v;<(U~Qo~KCl zRj%H6%^nvK*zq@nLAP9Ym?dD|a6YsT&PllQ_i%kWR2W18E0c$iw{1Zx#1KbQS>1Jz@qb!6nKan2=e0Xb;Cnj>{D#wa`bQrys~Jhbs#c%#~DD}ZLC8RNt5^C z)uzY|Bo9d!VF;rUs&(7>|F^Q%Z!MOQs&?&thJE(g)7g9N+Nr&3j!f^Gp25?e z$u)T4wU++1HrcKlVpLH?sA_U|u9UK5*!Qh&*KyL(8>)SBmtzAe8@X_{Oddj=5gJst z*98|1eT}jz$@gGJN%nWy#A#(6Hb)j!1wt6+dvJbWs56O2EFta=h&%vMt|NXxpQk^; zl6NQqf#hbwVy2cq0)Pn0@*$$=#=L4mbRj)v71~O>R=)fNNbq08y(NI)DTlI}ncVpN zy)_1sJT>pqZj*~Y`fr7|jz5e?%I%Tzk|nRaYYBQPAGn28Y1w+rUlNlF1udx5FI*^e zlkS{^z0Ceji51K>&2DNE%+qN4%BqiYR|~x6$W)=?qu5orM9C+Iu6Q_btTiY05Pkvi z>JHnU94kC|gQAX>KCE03_ulVCx;-9j9mNSbIE~mZtV38+2lwnl0V3j|X>{F4XF#7& zZA<=cm8OxTcHxMzp}}fAw2xkl?4oYKW5B8qmPbRv1|=v_A!4va4x zZ<3rMFUvG#yHB;~#K2V!C@M#SDPe(<1})&*LwG3%ApoBjE7f%S^Z{fUh`@;8GhY~t8t=44DhoTy+jj2WhxsCFLv)X! zb?R^hhC>pXmlqb@dI7-4OWTtS7~UPe{a}(~#zK?9YEU|8`U8IPTzM5dn(!6jo?@bl z_J9o)Sr`%NZj9J;uIrkIr8B zPN>4%Ey|ulXl-xO&_y|2@eqQ`PJkeC>8t9b7 z2ZMSJ)c+Qae~6Y;U(C(}7-@Q#`82%#htL9yEA2^ia69#JPKu)Nn;9BqLRVy9XOX54 zTJiD*$pI9-p?+_)Xk5`izso6BI)YaW3?~n4JBoobS8sM*@FS9=kY|)ezHjfXOh;i8 z>Y_^pks(GiY26%z2F|948Pf1!*s=+VcehD{!Q|mAE(^wYv^exCW+krPIa;jF$IZ~0 z9eRx(zT*a7NP|s@v=*w)H+dMb8k%XEqq}B)Jl|QC7$n+vwin<*_A6b}CP|7BvoSU% ziH-c9IQBDmOaoPf6?9BslgKd^i`E5)O*|>%HU!O*zr})z3mE+Gm?R(iUFxaoz^C*D zCj6AKIiOkFO0XQu{eZ>DA-Jy0av3Qc%mOBSZRmKW?_Uy9q%QCg$r>fkeWd4QX*}^D zyqdfN2{bzzY+_lE-GAr+jxB8v75$L(xAfr})&IoiaRiuM2d0y!$rHH+_5`blrB803 zoFUzZ1x8s)CgXhOGoXjgv?qv&vqA0Ki@Z}BA&nn%V;v)sH*_pI&WFLg3?1^cNv3ID zf5)V)J5gedS|W;J?W7mw-M~j6D#uYcFl{k#%m%TFES*%{4sYH$bzmR)hIhal3FDHT zCtAS16Q)D}9PIh#!6pk6v7>eWE$vfLN$sH}t9CIp)r0?QY6}^&U?u!@EAe>epD-tG zLC&vumX#(9k8hzpP6Fp(KN@)Y2#5T7*w;xesCj1_a1Io3FcZ=kWZ*5hT5w}gF$8j= zz#!l@GyfG;)0amBqAV2-coH~qFEDz7RKm^h*1=_SP2<>U<#5Q+eq?b z?+(feOMi<^>VWpzdf1GV=|W3^;5Q=6SV6YUWDt?xfqEbae+u16@FPNa;*4#F`mi!d zxg2M`Hdk@8w-W?M31yxPgL@Yy>><2jpoa5_3}w&QkV#3K$M{0B38EEft+egeM;vXXiAjgpLkNk>dUj^3({age8aJ&H7C3 zfFlRFDMI^_f{Y^HiWia~Nlh)Kx_&YPk%zNFH4@lWkvu2pTtCd8-g{Ey{$hF{%?JxZ z%r-f`f}D<0BydHNbCmEIJIxRvaKg-_rwJ%{1`>B%GF_$`*T%SqPQ{l)h4@Ot$Dd&SX2x2OCJmQs^iu4K@6f0DxRD^*fVAzCD}rt@--*HmFo4!Pn^ zE_!N*DO$5(eY-qfol?Q+buH<N!e4RBO5dln7nfJ8xWBbxf12GwW?Trz1{NM62mHfB zjGud}C<3$R7T6%%%(<0)Om-6tVlolY+%84KgY{jASowOsaj9NGW;s`qDd<3(h>$T; ztW#T(cW|N1V-%xEJrlxoqPk&;mO`!qY$qj{r})$Hu+$_nSJ!lnDOY4ZMMBGQ|GxH_ zAuKUm zzI(>WAv}&}`pD2gv?r#YvT?(GOMmCyaF`gZEMPi1?ERYYOQ%GocMgc%f&Q1g9>5Y~ z!?>Z#oS2E9o#%BVjLchX!^tBUo8=3^%Ho@jr$~rAf>*eGngTO@l{~|kdAgS?iN{!S zI}+}CC;h_oV3XqpNG~k&bagUp51ij#RI$%{=tx&@K=OSiSp{j5A$Q&jclrjYE+%7b z0oDaHPU?4}(Bb?XWaawV<9qfr7gGW{7`05kge=cGt&}bv@6rL}!8mpTHcj3^J{>Rw zys7N4VuitMln9ONpiX#~SIA>0jq>oBE^-SqII)Qo6eZgTM=DYKfo55_jE6EgmSysQ zk!6G(0z6GN@l8Otp~ug(|1xZ`wQgMq_}sC_nB+9v zzGRGpAIa-YD@O8{PEbOh9Yz2l)XXeB7LO$vj^C_DVdH~XE{YHQzojHg?D5dT_8EA) z{m2m=d87vq#;gOaEJj(F^`#uOSz2e=oeS#enc zLW~c!6adWLZ4rmk!%Fc**Ht=x1@UIC3zZfj7K~5!f2Huw!sxf_U$4Ao_%}m88~jD_ z{rKR2&YuU0?Um>a`_NFA{112ljm}>pGsx=hd@2E?#}_^@c#3HWu}M&8lHw)g*8%T$ zG(F~C63FNs(KK>CQ*V<*1jmM2SWzgCNdh4!C})XF1)*Ifnd}seV!x z!a_`Tv>KrZu?WI3?QqDm41P%pc%-=5O^r-7oH)FrWLG@o1N9ZWmC|{R&{1Y)4HC7P zI6xr)oMG|CE)C65z?;3&WV!{CSZ@KUZ3LM-?+2q2ze4Y&d@3%W5feE$b?afq>+EVL zS(3R^A+3|1-V_l*HNIq7NI%$i6e*4LJ@}ueMBOq?4tF{QndX7GzzKNo6xd73!0WWh zU@yioUbs+j!O$_Hd_qWI_NtI2OyCm|o|wjDS0eAa<0SH?n|f0^`WtYqBg{0vc=@sH z(mvWgr@U6bZ|N#tyiE4FZ(^R;E-yLV)3~PKknQ?7kt*FE;&S2kS|o&*gSQBvUWDJBC0fcN=)&R zWK^VlBEOtij7^hmC^I!W^91;6QG+$};q(C>aHYQ5^f%HGr}m&Q0|^PvF7z>LV*n}S zaT}C8{~(HEN{dDzd#Dx^JwkM*6P`hey>L&gSvFsO=*;^5liJIX?*Cxz+#S$dSt2lF zF~}6!_3o-zQey&Wjsko&jwA0=!K<_}{{nQY2?|JGK>tBf(4?}K{)6Wm2gc)GUyxeJ z>i$4-h#(k*Hzi?ENR!etpw960T=8Z+y~$V$0|dZ$lL4|fcTA`_uAP+=u`xP?2X?~n zO=d_8jAHiNkw(c9KyXlHXP0Q%i67*@9@UAy$-boYc!M_OI zskrodrut9rMhK2)s4xypyWj0OybW)D=@Cfh*FeRp&~rlpYIK5yrFZa>`23P2IU>qy zBQ8IKyKM%=>M)OvPcQX10S_)n_Ou-ev#76}*diTGjfd@!BGVa9T1cPlQB0oASu#_p zygPR#Ci&=yWg>Y1^>7gZrXr8q4`XRj)EUBw51ia$tU8NO<+)b`HgKZ3)3WkkQ@RdO zkTw%VQ<eW5CY~Dfs9y>jDHq6 zVynkA<=*6Z`ww^xw!yw92?mau+KuhTqT$&PAIX+!>bAm6Pa5u;D`wwrFS-q%Cdu+et%5a z6ikrXX5rn`5hjIj^-AV1mOE(~+%>vxkLWzixGpRKO=L3~+tdF)u%f*b?^|B1u9{A} z6U5Yg04~m>>0c84rBhx8VQ6NYP#GyK0Bsi<%(9GsmJrxk1iF&N5dsJjD!>7Wbm6&! zu)djZ6+#d_5OB6uPOrgFh_(2WN(K%zX{?=-Ad(y(bAM2g{Ozbb3bo|FgNdq9PoV=3 z8CDP_kY6~S^xT)dXE==Kd+9JzGNjFRh$agOG?4yWrGphC(Y_7Z1le5JpC)w9X-Nk=&{@ae)81Dgv2n;TCy z9vW4~n$_m$$Ljx3e`@rZ(XW==!Hpw-UfEPUzy7W2x5fqrwiUlHxU%{{>4wpI?ZnD= z$G%j$Z1|g_e=+b+!=D@8U1`@o+h~pawDix#?+yH3<)=g28jac?4ZNm0T0U?1CB=H> zcSm1Te{K0s%WtgyxPD{#+RBH^A1mEoE|9?IWMBYr|WI?`v!xdry6NanatiPz_c7b>N5ry}SmKGNieXsB? z8eNyysPN{I(t=`4L6pMdXO_;B@jx3(UAcuf6*m@6-XuHJ3U3@MEiIDiz*GMVZzz=u z2l<%Nbo;{Vi%%6UriA3e>+rV=)8Jyn@+AtdJ)v|~aZ4vzu<#l{ozW}1tnli^r3;D@ zdS;I-Ek%9Tmb9+I`_C?Ik|!lR>)e@0UQ%*Y7hX|%qM&VL)es7g(J!`$XkovX*oBv$ zT57S$%SEaRkJ54nT!tPkyo@k)?>xjr=9OsSrK?LXDDvfC@|Bl0f%r@+gv#6SlEIyY zv8~Bd#lj;r3bwrv)rmK&@LLN@W-%!r0*YxRyu!mvN?woE01R`M7G8XMNiX)Oa#ncg ztkQm$R!K0Vk%ou(^s~-j8n=_NZ`ExQ}Kc z6|7)CqPwTiKBHu(bL?8H!i$FPEWA8rG~(iWPbi%|Kunl4z<41*c4zT+VM$oy9zgnx z?`ftT&y=Vyarap1tN{tpT>w8hS$aOZJ5MXA1IM1`qeFjLnBdL^ex~mrIQ{`{_VjVU z5&D>JEu=w8n|%98rBwq7A&%fMjYX;jd}#Q-!eg6cHaa-`*1{^z<}eE8=(&1eK}pXL zWt+AiC@)~EA@v_mUIHdQ|$87!f#ifa^@vD=5(@btTvvk2g zS8)S+a4MYeljVOcoRTsbSC4L{E#Pd^wTd^LUAinmOiM!En(<=>cjFl)R~{Uf4r~u^ zs61Y{?&7HfyRJ7&`vxvQ%$7pNuzea%J@R-lg`a3_JA4ZnM@(eDpi(+@;99&Kz7BX! zN(W7c^4f(Zdw>f7I%`tK=QZ?A!mUEUadcN_1}a=#v;kLDHy2Lok{MSr7U8Lw$=tUt zDxD|Kl=d&F2D*g~3Dbz#7Sd8(kpY*F+U2xI(n;-Fh|MHJkQvP$X6*sLUUo{UHNb98 zhMe!(rPYrX47MoJ>^F^EUpPgGx1LnO%xs5bGU0coBUZpt}>g9$?cFal4-Aaejs&g2oavHLH|tLn z&fW-9Z}+OMwPfywgjrY8q@}5Kbek2Un+gk|oKb0n>4Wrm2u9r0?n9I3kXWMaKAYsG z&s+#BR+`{kzO=MHJ-^8*5|Mjk~y`Yo8 zqB=WiuG|uQx>%h4V-%z3Wwr}`rR@jc>`CSC;?aLEoXE8TK7unz?4)vt$>_s-7SZuz z%ubBVM{@?j+OpDyuCIBP z3a(e$1g1%!+IU;RV)Bojrc=%-T|UscLzz^;6e(&a^Z&{0;z*0&O1Y|-cg;QJ{A;~@ZH-s zRl`3zmm7_HgpNnD?sB45b?ni?BC)@m?bAMu6_Rg>OkfLACZ&N%JodN&5ec`dT|Rn3{lDrzE`PKBt@@WLZ>)c;{`T@K zDhui_tskwl>-*|A*S*Te>u1#dz4o`Yuhw2sd!V+rc75&nHMO>&))@KEkspuz;mF5F z-Z*ma$kfQ?BhJW4BgIOy`lr<=tM9JdR(-U3d-*5T-PIRVH&?yNjn%WNBb8rN{-pfz z${$v~`adUO;kl7Kw*t?tz;i3`+zLFm0`p!0^2c6AdSc-dr!h23Gt->!7zYOVSg?9_zPU@TJnt&gv-uVvQXJ-VuN^?PG|dY`J_T}J&JHXx&rcoY~5a06&<*KgPtsWN}; zSIMSZUE|_vwS7$Rf%u1c320$^M=Z?A`}Mdhd=~=@fA>AnaelDA_ih@A;h3Ni%v4-n+Qfe_mzSJGEW?`k#tLsFmlgkr94&JgeQXU#ese3E*p_~` zhvW(u#$7(+eO*qZE}so~tvceH+)Et~!uef4>+(JEIZMv?gM75&lWrH*f|A;~$I`UD z!dnPQdcP6+dr2^-pF|==*zGc;4a)jbX%c-sEYc5BKL-uAkI7Egj`&Kp@(cG7>n4t? z^QwK!X*N|BN0g29!YkPb`RB(-;$5_B$?Yp!{VPjXCZEq8tzlE-*b`>**y8ff_`x`r zE@Mun@ECCnivdvnf4#Jz&^TrE=;*n%uhgy?d3Z#te6;+dp({#1#TU>0d2R*%|F;6| ztJ(&hnclZ*#Uy)W#58h`XKJ#XOV$L6ax8B_*A#k+Olj}w`(gGQo7T1R_ZpV`c*-a3v`CyT6rK1$+WmFsd5w8=qlH z`pP7~P|jb*Q;0*9jupyT&j>mknz}>e1@a$@bjv9`grpl< zKAZV75@w}IR)%c6A*l=xh$;0E>0}Z(%_jLbvg}wMJbTQ{mjl_eScdNB9>|5=L+SzJ zO2W$1)RMI2WJl6xg9OOg6R6lP>6T*Yj)}TX&*!)Xwu-3;>`PLa=+O(7o3$6fTS&A6 z5H0GGM3%H~&vwdP-Z8#sLL1+X6m_0I$fz-7lrYHiLy38|qtX^0zTzbS%^x4oY#A_y zxNY(P`nV;NrczGw`qFw#9>$g-9yBb&tMv>fv}`~&hK!2W^voigPv*Ql0qU74SmA8VyUH??V5sYxed?qp;sa3#g6F=RXU|W4gUo5r|022soFa+7W z7|w>t6AQ32!rme?A6cNp-8getKh)CZ<>Tlhj+RbV6_)Jc))6g!qP*g-^LvWZLDAmWUPBGG_v2NPNY0625v1lIiF;zlPO@?WhKIiB z{eUBRa1Z+{5?AoBm}Ef8op=Vp9}Xl1VGkyL1v1x|loVCUI*+zUw9S)UlM&ItZ)>-P zTWbrej!5Pv3)9I?8D_m#2@?-5_bP~!{a>?xfKwM zN1il_!;kMo&IvI%Dv(Yk?aQ}~vq6vh*b(eEMQ-`Q;QMuKOlizb<2l*SD z|7IP5gh1CKUeZ2yc;Ujrs%>1t@>~2_lmg^GZ!c&!!67@qA>1jtA@PYahCs4k>LjIY zn#Nkn6PY9tB`&F$DD-i3 ztAS$9Ue_?qh246|(AdY&r_y>7d@8%~zDv|1Wz{kXZP(!OY6{~56uX<~AxY;2AF?Z0 z2@+^A3<~W6=BE^NQIfZj?Ee*o7Zt`{I(Ay4-6)RUH#$~-eSJag!?g=Wo*KEd`u*zV zl`mH&%HJ$c5C44lw}$?6=;cGJ2H!fUmHwslq0((|V*Q}_w&L~0(+8d&cx+(fK&9|| zK$rWEzoK5aa`DL=eou%Z>b~W%!QYay%_;`JovYzOSgZsW3+}Yz$2?uB0AC zNA~*X$T%F;kF7}4TehJ%EyGgvmg6{KOAD+pFfA)qwWxzbPjH+q;|NU0R&7vM3`K7l z7*oqpG^1s?N^F}};3;}K4%KlI9Lr@KcA(mp=?5*x)clqan{msDExn~FrmE;|irX^X0Bh=FE`H#KEyYJ+5#6G7ihJ^;pr&mTO>P4bO~PZfHj>#j~(bVW5XmXFW7K!LdZfp&Eu6nsL~QU0cE4 zx;}7NVJixKQ^h}Z&+e>;q6i$`^9aX@g2xn%*ulqU#+uhM%t&qdUSNVhY}507Ei!{J znTwlji?>)tVOy5rni`f=k4-FxYPLMhcU!*U1+ihqP8hMSa3fU>R25uh#^7^5#vFW{8c(y_*whruwbD@}oUv;mFr2z#3!x}3 z2*FUcVQVc-wZNe`WG&YX{8r>EzTxYJ=_%$GDjn?KbTx|jZbHTFsRLI)xcY}-+l>dP zHMEPGsL+?={M&ITeY=MCMe8@YR=a%qD5x!Mvk?~;I5>}1U>GgzHa0IZLmVo{2D!)p z2YIe(dkMM8-Mdi8rU$Jf{F`ysWcMmE@Zhl+_qL;64&H+?B^hr|4^Qu=0K~zekFt?$ zU%;jv@oC3_>-xTqqZAlm#L$PJ3VbY_9>kjBIFW$^!Kb}--}ddBrY5)VJA!%bo;r%k zVEYcRIny`jz{kED{vo5X`!u4`x{Ol^6rY5R-BJ}_!_n1UEH0+(s+#Vps_uf8pt9xg z-o2=Lvweydug9Fz@A>M!malI0R9f9d?S*1ini81461O4~0>UtGNIaUF65{BFx?)+j zo6y@BT-Jk(YAMQigf33wTL3Wb@7ud~>h|d=6huSXA7%aF>YT>QQ&PuKJc*tS4jpA< znLdSPzG@R6iK#jfW{NGQ!-fAuEswU{fds~Bb(IjugRk!u{uS`99k_kpw8U5GN5osV z?8ATHmY5md!AKoEnMf_!B^FtQ5OZU@<@k{Bh85E;DqbsAaoyNpEYs6dQtNN>y&lu< ze6*fkGy9VVF;$OGd3X&YI&~5wDt0!qY~6J<8^Ta?aXAEf%XLDxrG-)88m1i^v6>Pk ze(6w1k4)zy0w~|d$m}_h$gH@U&&{zkRWWh-MT$qqC4j7pbh8zCmLI7)E+RGA(9QA1 zhxf7y>RC4J`uA-DX!x^?TzlXIqPO-4r>BQT7^xv-P!M7*Z7qUivEr8PTG%+;7OG>5 zY4NijQRP)=aGklN)02b&S}fv_GP@W%2}I~|e)!PNp_lP7)W(R5)pnT=BKG|VRK1pE z#sMa+C@mLay%k0-q%Opjl8U5_)3{t;6F`GxM5?sn$Xh> zT#PLrx&{dQo^3d>p*v1W6LKWMo!$rCA9M+k^6xT&JE}x*iMV@R$8@a#ny%*<5R#-@ zfeI8($jrc094k~4f)}HE!Q@{4-|;I@q5y6xtfZbCC3dLj4j!s9Libkq#W2LD<| z-2##-fR2JY*lD>YZu!uR3>zoR#17(oLxwYksLwoiYfFYL~{25>hgz*SyU8< z1U1?N?HrHs{)0@rp|7z494@n^-OuU!p^h8Kwpxl3LU+_mx8>+iAfas8VB5gN4I${q z;Z0sI5gqSC_=Ea=ga@cXgSY*5k|)~}DLwQlMt1)&BRkE>I?%C0&x6ix>X>${;;=*@ zYuXC5H%*UYHQ}P5&&?2^O&vMJ*B?OhitdYH==+T13x|m0(t9~c*9mM`3Ald37&CQT zr{&mCs!Y#wqChu7H8R9ZJ=}b~=6VZJ>TE&hD)hht(v*j182x(&iT=3<1^pn7EXRbn z3h4HYXs797G88Mc3^TApEm>)A&&*DW%izY7ZeA|G`Hpu6u^uNFn=k)l=${$+_DLmT zwWaN|`2Z}(!MzK!$&D1!L2&7NnhNvHhUSM`OVf>nsc{ip-Qzx%h2$I@pON9j6$e%c z_CHjlHCeSS*%MeSejMT2q=W6Mq#;0}sXC-s7@4}G24YX>M8UeGTY>+V`+3<-aZuWn z^p;~k7~05|;=ll7KB1Q=AqmOYYDIwts#>75Jl|AcKL%EyXpw_UO{Use>~7@aE1`NK zIs;E9D+7Cwjc%2oN%sG`!Yd17pBuYl%xL^eB?i3jg?CI_sTCSpFjL>!=D(Q8D2f~qoH>V z-8^*W;GYh@dT{e#z4W!x1EmX#|55yO@la72cxK=|1Cs-17XAc8d;SR~u?mY%<=-ue zj2QQ36hMW5jYc{?_|dRiuof*Cw4nj(I5BeQVi0CdaB~+DKkytC=gC&X5QoYJPua27 zQnXOjZOhl~xMRM;=t+>=BqPy$%QUr!jv~xXBY;uwcp)|g+haz0pahDWjzlpNgDbdE zM&iY>7Z5Aip+`s{O&uHh8O$v&jzSwYX)Ga0r*nghB!Dx)gXn8nP|0z_!C&G-oxr`S z1fH+hni^OgBw9M1>t!U48wWmq+fpnt$9)^7w2m7xFv9@qzpJWl>L!7apCIvHKu8jQ z4N2w5@r)M4p^C$bHN|07Td+&CAas2TqfAEPxXEn%>tr0bsSHi^)Rq#FF&%j@={(qy zz6yhfZa7WCVJFtKf31we)-{-cP_k5;ZbI1RE!YnjhZE|ctAJ%vI~JZDvA_N`G7cYN z4g(Hbo(rYO2zB)`3QHP=fT)d=aMp-f3=JQ)_9DKjdAD0iZVdH<&mGj3JulM z99Iw3)IZ@E35)nw$v9lybYYY$EvRYG(0mnqrjw7rjDf~fTrKL%MNj=CSIRhGGs2Gn zmWV@UK7~3s#Dv5O;yCu>Si?z4=c1=;x>d%3rSnzG(OY^1kCS0TkMrOJ!{rx-0j{AS zuv5PgESY3Yx5zl+&~ywP78RTWv@ek3Zs0{N)rBk0$MX1!gd<&#D`Xsws;i0(jWtw4 z>j#no9U=XiK=&C?*8I zqN6094u7+ZLvtbvHg|-Zi1<{cHFYr#)rA|)GJ@FZoI2Z0&&y>p4&RI7$TMKZhYs8Z zo(X$Qg@|`dBT`{q$7)BK*={`TrAv>n2T$+d>srQ!Aam)P!B9UJ#%oE zCi}8U#sQaP5UCgkPCWKD@S#JRh6X+jEY;W503s$?54*#s8)Y2u+XcR-VF-qW^{^fA zhlL}EZSn0e@LlLg9USRgE|GCKmgQNtZNiZVl?UPwlFYR17W6J0Jw>rRKb7tAuL`~dD^2P=cIS(@#}SQH6I%BLG-9DxU4V5Dj-_%b0;Lx^<;1`!q( z?m5@PxV+9>wA9~wk&Huub`)B%hZ*3+!#zb>f&-S*EeyelG>Er!J=AnA>t!4+Zh828 zofhsjC_icd2Z0M^*RmYX3|!N2_0C+>bS|-s11o8Hp@C_{0r@jRc=x~+;1ozz1sA9u zrMzw{>0BZihXKa`a44yu!?)E~#R{~*Ymj3G zu5UPA;dV9Q)3!Vux-gxKl{#AeK*kZ;Hgqh*YvHycyMx#ZKFOAcLHH()ABLB#spV=3 zfA}&ERfDexeyJApCM=2#4FWDsuLVyXtnWB>pyZ}FI=*~Q#t}gcwPD+}T!;<2=Wt#k zIDBK%M|=Tt$m+OS;n_*XaiNR@LsgZ~!wqQ?k9qI`_|R=ywn>8B1_`a>H16C{6EY4{ zhtTxN@G;?XH6laBn#MT6s%~hGZ>TmbJ|V{}BVCW@%Qy_*)eIO^@Bl!Wfl&%&2wqxT zors&T=!lcIGM zrxW6yYC(RI{Lt`oXmhx3;6=AwIOBu#p2HbWaGWROP;_526|&8gh-`g$@qE(J>5_w^ z2Zt_BV+y97&Sjm9!%$rh+XoJZGKhUqaNpWE`);Ud7G#(g=&3dZ4J#Rk+l3>vR1Xdw zD1$0^-NY?{hzJ-SYMt%-u+qKGTvCP1cVrw;=3E8*)Y5P%LIyETfgu*zUZf)&fa@#W z7dZHnao94B00skYR=X7h0dWNjOpwO~Le^4D!-6v`-Ip{z;#)Ef8?%QX!zx(BA1Z{q z?;$V%k&IA_uIq5EB{(3Dl5vkh%p2mj0Uwef~1XLVyEX;H&Z@UWE_E`go*`Mok!-mK@#3YII;yT&4i~59`Ptu z*mWblU)IVvY{hUj4bjXn#FcM^G>$;Qnez-g4#N=RN!L`@QXX3)kD6X?D6EEg46MU}C7yFFltIFVq(orVp+P#|Q#Qxv(QowKRg} zuaru?Fg~$YOD9|G4vTmu+OT!q;;dSn8O-;|sDj7!r zgU-=m%E=&eEif~?H9OD3& zosKJ5Q6oFWp(J`T+5cx1E-j2bI(BB`{S9mM%cGm?->vVe&DI{Ooig(Fk+s#&RX0?= zQ`uJjm-0R3k>S@3FCY5o(DMhsK6p*(hoyt1Lh)tAGX~x}U=+SoxOD$nClsz6IBTF< zsCq!WcvUsTI7}6%2VQqb0#YXsxgr%F9xcQppykGAAp}OX7^vRRpoU;|3u~yTaP+QI zt#yX8Mqz&fH2vI-Xx+wXbR0oxMwHHhOL+gXEJ<9*QGhdx;{kith!6>YDhXXihYg3_ zhDvCnWOPb$Xx=23W=X>0^kVYFLdHUNLwyAgKp{rd%rhbI;PLjBN+e4lX|!Nm(kzX2 znz2q%=APwvmSkv$ab&{13B$s4K!U3$nH1Jy_ zfJwa!pz$L)LDelfi>~4M>Jo`0E$sYAJ}*ns@*)iu5*F5oz&;k_9gHR%P;4Z;7YN-s z`tu}`Vqqbym2vQnuCLRrxfgbEmLy^_NH&3E1)&g}X9L=WZ$RuuW^6jDt3U-;7fU3? zEayS;%q&UVsh$qs7B~WO6_O0<1F|HbO<0-_5eJumccw&=4ha@EKgpRzjAT_lml~wM z3VEl&-h$o*SsX(TvmB^0A!3B^Q!SE6$`rMArhVLXJtI3w6L${6*hpScHP{rSO~b9C z!ndx#CILr9mUV_iu{dv%3$rARz=6HPA_g#S;Yxw~0q#@Wc`8IU@*a?nvQQ#P+>;6) zeVw5kSNNQsB?(IuPI??mjcI}*ktF{;vXXq5+{j&tmD44XUBV|9$pu-GwhpfXS(=EA z;EY7f_QmA^?}(zn=1}0JTp*F`60x~Ro|Yx)dvIhycR>~q>8fzhKsSR)0U4kn?Ftr- zVx1^hdY*yq$NN!txw3;Gsx6-q&hkqhA?B!v7K7>JN~F+B38N+i3EWiFDZWJ$uV zgO|rZyho)Q)j`12HQ_~udjXyfT=JG4o+6R#I+nReo}48K?aYRb9kk$%fWiv%6mbyb z^dJjNF~C<)-;|RjlAL1|WG~s{s4!IGh5oPJ$?glQ}v;BFQ-x15-^j&&qR=j2%NVMh+EuZY}r@ zU|7P2a^PBrW)Q*2H>D zq@JB5VsYfsu@L=*3&zl(Mj?{|9vO;_!qSHEZ`37pL&%swBl90BG6VrkU?1-I zmJRQ03>hD5zCI#R6qC$Pa;BP{q>X(HBg7muMD!`#0OyhgD--uKEE`q#;TWh&Br!=u z6ex<8bCQ+pBw^>+@L#)d%fmu|3mGO0l3H7ER>ZhJky7Zn6^SBO3Fbj^rhLpKk!fi| zZ-i}x_z=7bxSD+$0USs!BYzm#`bmk~B<2Gc?4AbnJFVp z2zPQKAhkG#+so8LB)P#lu^qD{kxccTyd-CejAWOvgBk}r2f8zRUo|{F^r4}3gI^uoTKZmTZ}Hc~hl{5UyklT3ko;f%vp>qR1U!X^OoS0) zW4Ip>KSmhYL7?7_5syXO3@Lz4BrTUvpCHC8@;2yjI2=b%hgp)I<{{-V!d>9TP=#^G zp(Of<>-oM3V*qD9azlxvP@m>OGRTr7X@Za!WEgz#m?d1_UW|waBKHB(^05R6AWJ0E zS!(V$B$%ljj}7Ao&E&dJhp(a*{hRiebSSriDCnM5Y`+@+Fc&V}s*0FG(*; zQh~<^4t>}dD(R&fj+sjVARG1-RvZd4lmLljy0E!PUYI56BaaMPHWYqb>oENhbaoLP zLY{@@=n70YcwH})NQ#BE^E<01vLqElg^q|sYsf5$EFraoT)9{`)ld|KWDt3rkVuMI z&V%Ihvm_C{*HqtyBN_RpU?1Fro(@+o(m@cF(=6<6^n8h=*vom4yxs%m_6bsADntU94ewHM{@`!HYvQ-S&PlkuQTO3r_<*MN! z+5^SZiO!cuidoKsm-sg$L3pDH%k&0VT?Qw@C#BvF*iJr za`9Kvg(HL(a9!b@f<#hgpL`^pEJ@_MAs7S!fP8%DGZr#8=qMrrfuJc#bqB!&iKKi; za*>>|8A<7;M^1x-_&G&dVKl<4PYDHZmmv}a84J%f=50$PWj#?}XPU>oNUZE6Rpg<; zPfVFh2p=NGOz|#y!GpAtA{YI7~B494-J(cc8!k&7bs;Ba@BMM36NSUktBwl7s(lok(9Xy zZ=jI6=~50C78VK8h|>q;L&oi5Ad0E!p{%xnA}mxU2%sloX^$5UP_vVS`;=54SThhp z;298eJ?J7xf>#hxH<4uEsnR65qBtLtN|q!Ngb}l*ixSrd?h&}m5%fS_62ix}0&xJ9 zK#@pt?twhi;hR_28Rl_qskK>>P_(pIrTC>qIRm5vdB`!LM|AL&S@6fH>RO2;=brhH zTyqRbc*JcV<_ySUD{(H6N{1{TWIh@?^a3RJIBO)5oO|X&vXv!?bTU$WAZ#3xun4q3 zi-jb>`zy>7FWnI8ZAm1>vE;t0Tw3hvEJ@EtY7j-}G>;+>@ZXYqjC_KTV#cthkTJ4a zA}NmLJV>5<3`ug-AZen7vjCC^N5Du$$^g_otS=-zyvpZFB*n3u2gzoZqz+%F8HLbY zLvjLAvV|X0J`h4Ifg0jobNuEpBt@Ks*!8&Qa#fb3IUT3F@w8K*yEBsJ4@0>loy#oYAXmKS&_ko%sLIW zNsOF-yxM~gT?x;YNYcX2kL2sAx{OFZ#dbA_raMNLb#YF4!-F{QxZubu=A6g+0IBxN)0@wl*fcb3S=5$ zVd1F7OAPpj@!%Z3YFCAb+b)r0+@HFla;U`HvXjK6hp-oNSZtR1ZBoJkGU*Yt(O_qQ z{UgQMCQ&4%1`itGlD5X#0YB~;za>jjQDK)xNHak2l(g^&Dlrm#kfjMV9H}Jmj~lm0 zB!yT(hP$4V0Km;6%d1k5CO|?NV-b5aa12yezS6-YAir|159F zl7u;m>~}n2L5>{EMmXePYk-Gfz99~WBwsUhP=Ko|D+gCZ{)L^no{^M}C6Y4{14G&v z4k!5b%<0UsnrXvmq_wU2~W-8nWIbaxM$=A*-0XKGPc2#EvTd9c*pY) z%B(`Bs)pATc$9@VDld>I3R`0yB(KYoR2)B`qkxP_c}muCv}D*qaZq>u#pNzPo&NJ`uTH=_!7PC$>xKoZIDc>e_R7jM*T zRNO(ZEYz-+NOB1aOI69qJy&HXN#z?57&ee!#Ue!>5;+hf#sfd(E29JoLRa=x5=9}@ z=RxwyEJ>){@OeUt;~g)!$A_H*XFUWEMWq}Re8KbVDo9(du3Vl`VOlEkp{Be~@ml1Q^ejtnKlBHPixTNKnifP~c}+eU(- zr9mugkw_B5&Wq&C6^x|BJ@ifxvXmaWQ!X&vs<3Y0r-KYcmL<~ltSG!fA_D?TD;p zm~ap`I2}kdR*+Ca@4&%6%4UhA5Croed0CbuviDWoB+y|koJIIoDAN+o>(Fo=WE;EW zdALj>Da748NM4#HiMNhHh`S$82f#B(2n54w&}QL>z+*KHPy99OQi-IHJ@X*BDN7Ox z4(jzFLr$TGEXa3;*m3a?l!aPUpOx#_B$1r|!fwox^bj|LssW*nEGwu4RJR9iK+2iM zI}bdaMc(&DiRAoec}bQeN+)2qu%-~E&?u=w6JnA$26*WXHw5I55nLjXocCVNT+B#H z$1;MW!*Z~ucrk`U0^ceQsEwKe^xO_9{wN#eTr82qv4jPrkYg^NO0Xe2NfRC;yvuOt zi99BW6N;M)Z#NJc3~*!Pwsf=&5=A6{_%;ZgSRyHo2$nWyK%4CUn+xA8jQz>jhsPcsyJ^fC z8*Tic@!7^J8`F&o8w*DNY4mHO??7*W&7&*O+3(x+kJKNk-%vN|wc7VYr6VUVWrGS#_#ol^<3f!?%ci`58}kBQk{9seynq|>0$!9CaD86DI4@w77ck5V7~}=?^8$K#0WZu8IFS=@ z`SVl2xw!U%6l!j+U4DKFI0w4r=jDM~u`Y!=4pBD+oP+2JCxx0D-3mJ|pp_TU%nNAb z1=RBbYIyrF31abT28>_r>1~&E#fID)NvN^Z(Kc_Ck_5+@JZAS zylwEp!P81VDgAEg^`*U~^`-IRZ1G#g_Z44Q+*)iF3j^O7`0auF2Cf-cGcbt3_x!V> z-O*5wvsmrCTIz~+M@>B*&W@^jJjlH2>WX$pUp*eq+&XJJx6<0qt+lputF7(adTTqc z;<~)u(Ol;^O3T|Fy>(8oj@CLSSVw1_18hY*x5nDet+KXr>#XhEN^3i}*4oaiwytP* z^w#5XZ(iMXMZ2TC9uH?nfju5%ZY8#zTZ?VyR%6?__1Jb^MRrBIqsbm`?zy$ub}n^x zdAp;}&Ur3!YqRaV>g@7%N1vUObY5+CdAp;|&Vg`wyQ9p`0k)#uQDu*}DY@0zc5Z#P zom-)8=hbMJw>v8BoD=UTw8xuxN2xs?WNyW_om;bQ=T>doxpmuiZsoR}Tf1%NR&U$6 z_1kuC1-G47!(GwtsJO@5&D?5kJFlL*yj@5&;<=df-W2LMV|-y=zO6L9$*Dd1d-cqD~7&LZBP7w~Xiz(aWf59S3tkQZ=&Uci~Wfcx?S?#&ChCokac zoPf)BrGRsB#BC|maX4Z+FW}C+fIIR6-kKM1Dlg#nynx&C0^X7ra55+02yEv|i;oq? zzBBg0v3tk1jIC(=y77M+?`#}tT+&!F`mdv39eva2zR_TGLH(Kf7wWI7@2HK|9%TfM7#S@o>SuPR@!ytQ($vc9sY{Lket zmtR-jRh}rHJpA{=pB;Yr@U~%lcx33is3iE{&^1G=2Y)m8$Aj+~Jc^kAc=5r{Lu{GodH6Q9`?0`WQ0i2EY`ErB=#+!OIR z0`b{-5I-ysXMlSmK3l*ppZK#6zV*sCT~J|5(er7~>~b*(88$5t*j?gnw(w$s_^gR9 zo^Z>iZ~gQGb09uTAeLeKB7R69Ue>h~y+^!EAeLeKB7RT+FP-@1wIBcH-4A?Hg%8i|e4YM!o0h{9O zu0l4uNWh*k@qu5z@Uh>#ZuuN|@96>C5APWQcHzX6OJ94%=g+qoUU51yXLMmtSUj-i zWvFzgQ^95SZUKAx#EV~c*xcJ_p0K^~ zo+@BZ$$|GsPuSjgPZ6*uPki%*E0@>q;Ca8a4mPcW{MdN*_MWif^?rBR$Jvtw>`4=E zx}f~EOK$jsWZ!z=J=_zvH{O#3?1|DkFn;KP_fSvR-gr+GuqRwt`PhGbWzY4$PWXZ9 z%5@jbnmyPXmcI$_E?hQyf`A>9#>@Dj2i^m{VSC~o6R?dOc=z{)?TNP`U`HqZ)w*-+ zvDbc%?HhQ9RG*AIo9PYPtHj~#sDQ0ceCFxboZfr`9!7Umstn$JyOb`|}OH z4(zcP9Nc4*?|Kl{O> zkL>?0Uk4`7GDQVvhkC%Kcr!-KP60b8owr2pWbqF6fbEBOhkz~Rz+378+Yj%p0=9VJ z&^a%9^M=ds=j(vIU_}7schIv_yS*O}DxavlxblL^no6@^&0Zl8%dlV`v`j}8rS57!vxQFz z#FtOJyEeAsvul4c2ja^GVi~qC;!glbsjOqimJEejtPqv!_i`EYM` zvp{^Aw8l7}y%B#*0QcRnPTj28!bb&gYvRMxAM(Ha)IVd$sdk+)UkZ*LT z?52sgJvsW1D_{Eeb1d>EF$fu!Ei%+qh#$r1RNS5|JRuNooOs!W%kO*ttLk$g-Y5{u zuzeAKL?FIo;>F7kZF%%xH_d_g5`kET?Th%s0{G&Irdiv{8h6JJ?-##^7f{i(SS|F!_WXyQ9Boc)Vs-~2m1J$@%;7x{y9_E$p^c5__s zt-eeQx!c1>xBhe9z+^{w0q1Tv^JKOFC-;QCNU+fQi6_=EyL~Pe z`hY+z1NTF`ULcNp$+wKnQFy;V+zpH#3CF(2n~eqHC=cTI3B=vNy%9$OahM13dj;Zd z;NFNsfjF4>tZbqrDu0(sT6m8@oB{4t5_UEai2be+r?x~l;&%(g8Q`9XeSz4^gZNzn zaR#_2Vo$(cIPve-ul&XDzWjR5ZoP`6&R!@6k%5Kkh8pnYRy>|-46BCbq`toNU zeBP($Ks+H3XJC6HeuqH({O+abIpXIF#2MJ$h~F*{Uoi23ub%MrRX4tckC;_6%v9f; zy+9zAVR5B%=WNEr)T@%Up=xAP~#I{SaFM zu{rUs_+a}_{^A!5F%5$0>D?Og>jh#N7>K!2-(4DY))a`1iC55pzMSjyeGtD+AeMpq zAvOeJed3X)SD*iupL}ty5x-U-mVx^r)&*j1;1U3V~P#?uU4dfbBM$daJxG z%KyKn@V&y=x5wT;cF)-5V`n#J8{cTWy>Ym)p|N=Mr=wpPeZ%OUQE&9r`j6|MufL)` zRd?&7weQtFS^KTp4K=kkH1cO79~xbt8)tDCAzE5E2bRe5t|eohsr;JqboqkviNk+4{F&jG4Nnf6!_}d`V)6fLhgw4egWn!}|KL4?mk*v@nk{{! z^!C!>(uUIF;!lfTDZZh&r|6-_z>k>+U~0e}7{!3|{%Kw_T%aJ>HQme1)7t%|;pSz%W6^FfQ;_ZKQ>3QEU-v_?v3wtGpy>j9sPu~8uPq^321-q5QZk>4V zC*Gky-uS{?uv<8+?6T-PhATL%?1g}Pqo>EBc{zub9SeP7H*?rLu7c)e95#>P*1VL% z=CS9Sn>eg&qxT)}Mh+{R-F;y%;jpqL-52&^4x7g|Zf@YPd2FEOMI1Jd4b)uEVe^RI-4x7=p zd&54T!)8?I-mn*NSXnCupY>F9o9A;_S<&qadme|Cb=SVI>o{yi9qp-MHeC*z(J*_% zIvh5mH1>wIIcy#^uxWAFJepn873noSOyD=%&phs~4f z)?CS9^JK3zS8&)o32Du9IBcFAv*y_xHc#4Eb2*2VQ^825?9roUws{tZm9xA0!Y<>m za>7<$*rgmcPYPCZoWthHs%kFbuz3=tn$P2~d2*kci#cqbbf)H+99B+ef+o(Zr)Po^ z%|#qmPEkr>GwCbMGdQfAcGMSkA&1SAO4K}^!{$j3YA)cgc~X9wr*YWsG@jn6F3nRp zY6GsUAh z#$hulDZODE9JV3ZEil)6!;W&;OzKF_w2fw+!)DS!dc)Q@Y@QU4<_L$)leW>Ua#%SP zgSjG(Z6!I|tZ-O4y`nE{nZwE{6M*Gzr0(vGv&~@+E2ly9g&pFsc~TpigB&(bxaTIlU9&~S>@h>v#SP%3zRD$u?|FaPf)V|uP*#mfyMgo9@{*&yzy_1KWMzI zaj0=oYFDc(xR?CCKe=_`m;d_QR51%#k%b}-+ z9v|8_|(u+!4O6TCs{~r|JT0BsUil+}eGw>vf|Jws2 z7;e5l&9+c@WMhvpPmkbjvn@0p+1l$5EL5J1xyP~?vvJdATj)F)d#?|$Pw^w>kll{o^F#*@I@w))ocsBr`zW12P_nyZlkXsu+V%mR$tF3QnM{opN!ep z2UzGn8N06!uuy(7hF{MZN3$)opN!?#2Uw^-8Pl&1u+V>G+mCtns82~IBGPON1xPmj z`U49MNVfj^0}B->WB!5vQAjisjcB%o4wSL~`Tz?hC}RNj0Tx=2YyqbHoW0T8LJg8l z!2ZBO50Y&_2t{nlvEKb=TPQ-Z5!fGCXhO0T*dJJ^LfvK{4dYnPdb2Hbp>8{{AFxn{ zWJ3_Efsq{RsBX4}HY8hu{egu#B%6Z$frUQQZ436%kJ~~a>NW=Z0Sk?&+ZyZ#EL5Uy zbCAp+tVSlAtJxMhQMWzV4_GKg-3DPlV4)RdEJB{tn+X#&+d?hMn1p?Rg^Q{y7@_Mq7onvrZ3_6HWKk!%+B2Nt@KY!|Wv+v8PCvn`Y(*)Z%6EVLupGVBiw z^@u_OvS|q5o=;tx?E(juZNt96_i|X-HtY-gLJlk2hJfw)e5H90hm~!^zOZ+5*lydf z_fw4KT^zRCHtYj?Cx`8}4g0_z<*?nhA&y9oCmzi^IBd6V*a!9qhwZiv`@r7LVY_WZ zf<5+mMe{I+?Y0g3z#ihT-L_#L*n=E4V;gcIl)c*zaM+A(*c)~~ht1fAy4C*cWz+ z!)9zlu2f{wCsu9mWgGScZEoXew@tkJlL!Cd<2&BYLy=&!W7=!YHgDmuw@iGOJ!V=D zSSF&5?Ta0@hwUVKlltEZ|`vP3pnfxCO-J{7yrj+&U)uuu-9?e z>n5IP{mtm2{kP8rdo72(wtKui$3XVKTX?uI_Sv!9$JEA88t-k~g1G;mj=pO2($Q-D z_v-i7*VTSed!n|hcFxH6MjppI|C6fUs6Jc`D*sjaOyy8zZTTO{?}BZA`tY}gUpgEQ z7f{RZ(9jxK^zRtF9yR>FS$d=tqD$bXVaKl?_~F3Y2Cf@8rSOL!+4U!ApHVMdx%gE6 z;UaWc2;&g#E3H^V2a5>JLD2>cZ98-{5LaT&bUbUz%+$8&JyUzp9$CL~@2-;RJ?j>*(G_JtB<&oiKejK##}}y<^em+=@I2i7v;Z zn!TZel#*aUgTfA$lVvPu)oI&kD2C43F7-}Cw?DKtj9Qkhp^q?HwcECzVnG}3bSx*y zSTuCy!V;j3RTyA(LAvF{CjR52T_(Do>ge>+!J>55SG4Jg*8jC=(e=eC&*Y-Jy0!|dQ5p>J@o7_(V_?)pk3Xy{LsQecgCV)mg$Vf zWGoTdDErg`C_=wqtP8crb5MF;gJo34VyjB%;H;npx{Gs!COzn%g|0a+8u$fP=*OX*o+Di| zJ2R@wSkTZ2-Ad7b3tddHE-~5~qw9`}W@m=3xxS^UPG?4%G^3h~1;?5A4t1+vu?7>A0bE^j1Q1H>?Xk3)vDg9HZmZ}kW;y6*hQ$Q$DrmQh)lzLRVW^ntnby(VEX7ihv7k3En)0F{ zvBrAmXz2RpxM*Y(d4`S-W!P&wl`rUt?4(%AG8S~JLvu6qa@Qjd{b7{|J=G&>)`^Bk zSY;)O!_JHpr*j&IWh_2ACi*@lGQ}o(UBzg5?S|+;hi++LLpMVE;Lc7fMrU=0WGta! zfMG-Q?To1zxeY9ijXn3Yz|+w%%*3G5JyMJgzYNM)d_Qo|Z&ZUQK!Y#CMi*Q+M(ZYY z1yvw&6f^)#v7iNznyyPp#uDp>uDEDLgr?fm9uYm5&~XXPy!^lp!!U@@Pb?V=PHAVS zi!v6?Hawge$ZXay6P<@ek52Rk)6ha5%8u5-BJI(DjK#9i3Oa^Vi35mS>R8@Fr&e@O z)uLF5EtLi)VX@K~6=W>vDyyQqI;?CBeb5XW?H3^sbZBMhF{#98qh+Ocql&(?36^_h zBqT#3GsLohS0Na%uD*fm4PCIU$j2=k8*wre)zMS2`@$|H0eUT=iFYd|S!-ZdTdsyf z1#zMI)T>?yK@sAm6525 z8F;acW~taxjD-5!quXx_%8+YAN_gn}oGvWdP9hl~V0+by)E!tc=+i|$0~TNk3q zE4s}FxZ`a7(H|LiBU;S6j)$wrjZ)d9T3R}i!!i<#8XcT*k3v2{sIZR55xQ?f z$bnta4KTFL&YGyHI5;FD0kg+wfre(O0m(P02WaXEw#7CFk>bX<$vSM0re?{)9+Z(7 zk>crwt3U$;eFGgdTUckb2Zbu9d+1vqcCKdC?2P1qj3hu4amNUwmJTV0_GM^fh8?zA zSf~K4_+s=RPGx~=cKBq!j07y{#SyMl4<`=OK?glofqIFK)26Gbq3*h=A_rwS71uK| z60~je)Q~h&AHC^tbI@fPL8wGpXen42!%lSsT-7Pt?~{?BEn#e9>aD|Pm(8{v9`>eQkOg71zS>n_$g#9ggK;QdtMtLWUBAlV}$ z(V-&avcs_ru^a~OPZCOg3sMG+X%)o^JBl`tq>^p7j0DYQBMqiQE3jkIc)+n}i;BAk zTT2b+(MvPE*&(9R>Fkn`SXh(LWgYm?E)p6j^mGqMaL?N@l(|5$ItLIsTr!>8WF)xp zAd;ZeqWL!IJ9K}c|08;)MvzD77i*{;X|H!Uc3MVaK@&mORUKOlDS+jNG6~HEayw9A zG`ImeYNuxhXEYhfP8kWB+()YFK?@APB8EmtZ1ny#(OwyMx)-TVhhudkUDzEm5*$DD ze-0F+BZWZX!Nh~!50fl*ZAeESorO~sTh%*P#;r0EF9<_)T8~<`ualmR)`n<)4pD#} zucjY`2Kcu#osJbWB_lzDcFXqAH(3dB`4|S|k&9-xEwoHl98*&j+&>*89cJ4uBf-@V z;f!|Z8k)LNZ&2LmA=7CiNA)1zu)Y$KbYZv2NL*MwabRH*42j7)$D<`LdVB|; z9m%G5M8PdG5>HY6Sas3;6+8ky!S8*Cj49h!BIpaDV|EUpW+%D@+5b-AMTN2789Ow# zrt$ZU*ETL|R7O8Px_k8O`d`;ySHG-Yu6?m~w5E^zNKbwjoE|FHL- z(Xt%X+5hz9e3Y+p7K%seFx@?)JTu*+conV^63Qr}oKVJRW{v^d7)-D+25i7!j7_i! zCL3eGMA;^oV3UIZBfuE2N#_0SnyK!Zi)y{g>-~TDe=v)ssX6=HeY&fwt9I>ro@Z0n z@2PdK_HVUU)vl`TMK!-?RVS5SR^C>*t8z^FTjf`jFDq{;{bT8wrE&2W)a|>ic$o7Q z=MS9oLGS+^e{lJ~WMiA$#g@g_y~aI19gcZh;#i(+K!ntf0=63-;Q&?9*>z>_T|&L| zY>;i7Yj(z9z|2KOaq4|DUVAPxWWPrcIqXGYFY=gA#@VWc8{HYn#yRH2xMU!xX)8Ng zYO+&$l`vMq`-Ezb6P62~!l?S;GA~3rc1$+THr@1DRz^G?iDT0^8!xX zD1W@T>E&+DT5-dMcASP(zKwZ(dIPrp{e(>&3uxlH^x8O|ro~M*);6}9UE_LbO!y#C zu0+i4amj`ZuF#-Y@BIc43&Ld-W!&{$pkMRxxV3qXmr9GMA7pJ zGk!L;C2Z{S9zMf#(;pH-AkfHWosrw?v2-x#nU@j#v7-aURZDlMhP3^NyNfFawm8pp)rZr_xL`0g+UfYvLIBcGIWsl{H zFbo+n>@3#VGO=wLGQ|u6vLr6^CJ}xxj{ErtcB9@EBRywtOw6nCs2d&;h%@t#Sc4*} zn9E3652*A_xn|ZwPxzs_Rl_Pv0b_W6p47yTLx zH-_S6$K_Mv9SBka%Js3-Xl3ugt4&Ujm{RsJgMKjSWi$8ql%PT{?%QPJMDe1h-^k-nQ(JaD9m~EWoUj*@QO5>iLJ}b%laSpHeVyf9lZ_KhHv^e* zW0ux984`kxNptqu$}s`rpMf34`KmYy{8)$C$;R=f8!}xCQIefwo;Tqj6DK9i<&xYn zSxHJYhuNlX#A1-&)N!U8!Zn^KV}(sJvx6i$8P2_R-XJ#PBs^Ikb=QnMt}uH}$BG-B zl4i^f0}>EaNtXAT>5`C)OJegvapR!pQG8vy8EzYGTY4F748+UM%MsJ3OmY-6{DVLi zxIV6!c}d7oq?t{9$hgbmA95v`lfLPMZsir=EsjRyTYHSVMgEqw0*{(3brNJR($E+& zv3Wm?e|b&}v=M7lZ!EhQ5~bw92sc=GiN~^MJ@oQ@_eNxTA(mxIAV=yC$x!x2#4apr zybx4M#)C{a+01~Kyl+F(i+Xj*V97eqdlZjInf9qgK4DNN@pw!il#O1z5J0`bH5phyIzRWJcpvRERo{$&kGecl{aoM)88hKoSgmg)m@;}4E!UcQp7n_kAGWcn^ykyPE$govAw!yb>E zMiLSxC1Dmf;3e;uqf9SUN%x07n~(9B5VJ>>b~bqgc_Cw&rD&K$1LIm;Jxh%@jx@da zy*rl~|OyxP2vLo&bvx{;JLuW&dZahPWJM55umYj0nUymaGG(+{aPm#~oM z6iR9#Ayy;-Lo$ow1WE6bLdr%SeulT-nfZBw>4)4in>Ci$$v_gyB(o)P%8btIFap=2_^hx&AY(Y<2&_+#PfD5mYm|g8p_}&NM{ag8XKfrLZjM|o1uPu>L^iPGCAcZV zGD&SQ{QC61>?hOwV!XSqz5Q{TO?o}r<}C1#Bq?&<9Lnfi%f>k1rNsFAoYXn z7L}{a&Hknvf8w%FVLdSWOKYnw3NU4`-mGooY<{~Oo2?SJTIA^>1)nxm_T~tAWqUW$ODvq zzn4!#dz)SY`kDAbr0?9RQN%Q{Kt$j(mfpP&QyckS1;U(kN2 z{p9xPZLht1>zA!>v_95)Q|k{})7Fixb6Rn0U$g?g)BHs9?ah}ppV7Rnd13Q}=E2QY z;|Gn;Hr_+sfZuN1)3~%TZXD6rvHoB6FTx*qZTD61S7gUe09z6@iTOK&Q@2)4m>r87%@X?Ji6Uqf^74aMIrK2*HA zcxv(J;x5iloi8~bpx)qfo%@{2>8fA(-du)cgZHBvShC6MBJ8XvAZHC)yhFfihTWp4#ZHA}V3^&;fH`)w0 z*bLX(4AC3j87{XOF0&afwHcmdGhAXbTx>Hu(Pp^F zX1LI1xWHyO-)1<^X4qykoNF_jV>6s>Gn{2JY_%EAv>DE@8BVtuPO}+KwHZ#a874ME zYBMA@!`NmR*$hLQ;bfcPB%9$xo8bhT;dqEn_*xx^lgUNW{7Nt&}Qh_41vwy z+YFw~;Mxqw*bLU)igmMM-K$u)D%PEfb)#b4r&zZs)?JEqlVaVYShpzF9g1~>V%?uu zwg-J4jqCbpf4?EjxjNxijitbKItFV|kU_Q={bYp1WdYrA!S-u+7VgWcD4 zpWl6;du4ahJ*vA?=f65%=)AAgPwSTM1-v8sxw>DqeoHuW3p3{t)dpC=XZ#Eunys7b` z#;-N5Yn<8e8@t0Q_*(tL^*7XixBd`2|5K?IuuJWywJ+5^Q2X=Rb8Gj(G)QVk)OM); zxcV>E_f}tB{q5@A)k~@;SD#RASAJ0WOy%8`Kd$^n<@U;jmE$W1R_f*NmOoj3d-;#b zzh1t%ysg|X?^`aHz6~qkEu|NirllK7XO()TJxhh+H_#gR%i;@*k5Fy!^rBnb&G|Wa zg%3KfbDr-!;9TiUoTIi(t#jYhI{8hlv)|M@{Y|a&-_$w*POUTG)H(%Dt#jbiItfm# zv*6S^4Nk4|;M6)1POUTH)H)STt#jejIvGx_v*FY_9Zs$D;nX@IPOUTI)H)?jt#jhk zIw?-Av*Oe`El#cT;?z1ZPOUTJ)H*dzt#jklIyp|Qv*Xk{Jx;Cj<^R)w0EE+0AO%)oR(rYT4Op*~x0z(Q4VjYFV>dx>ifaYH3?7EvuzzwKS}jy46y% zTB=q{#cC;AEhVd^Xtg+2OTlK@c$(Gnh}H72)$)+l@}Sl7fYoxp)pDQJ@>HwkUaRFE ztL1L1iymM2*)msl+qTP;ttS}w9$F0@)Muv*TyTF$dt zwplIbS}o^TEoWOTXIU*))mQ$>jiPe%?Es51KwpvD3%g}1E z?teC{`=1T#{%6Cw|Jktae>SZ9pAGB&XT!Sx*|6?^Hmv)f4eS1A!@B?3u;7lMy8qd*?teCH`=15=|G~oA+t%(}JF@#Vs{CEp-J$cL&a`tJJNwtRuWRqu`b_J& ztutEX=DV8rHjiP?{<6j;jh*Wst#8&(to>*04Ji8`SpDbf3#w;TYg7=tzv7qwt^CK} z|930>ed!scVezNMHx_R$9^!n#`90?xr%`xs;X%?4$y8BtHL4~N?rsb}3;>N_g@D`* zJdlmR&Y~Dx3_#xu>y~(sMl`fzsyMmYO%Q~EP}l*RLbQYn5ra$*L7;#G^9Cc>UO7Wv z+-M*~GF7Bp?Z$&D;0m1u@PRT2tGLnl>tw2Ex!Mg>u2866>)`}2AQ&@l$`}6h5TFi- z`xG#hMjVM7jWkK7ikGY1cmsC`{bmSUc>=5pqCPhzR7uZ=oCL@_2+c0eFrUd(5p%U0 zp@sE_V{nn8902$V;F4hYz!=dlkT=JZ4BN=nWL)E9s+hUj4U{22<1J*MFynxWnqe|6?HL;71vN z={R%)bNB_>e6yj*x|tiO7~u23Sw?-PE!ZrAB8BGHn zuLNJuvra%By9lrVAf$^!p+iE6NYfQJdSTd5tljKl;H5C-Fjt|@0s92R-q0U$Spa zPdsqLAZmF&pnW0I zgMUWeC4h;_v^epNLCm6+Jt@WH)ouVx``&QO`#6G_05CQLQA>C;8Mv^rMuQ$Nh0(>v zbfdVu+6}AJ5RMRl_ee3Vxu1ckL4bm0VTWg65SO?qHy?hA&8yvb$^Wth(bNlO{nG!!Ka9lj#A4jp2lab4WdvOQ0F>PDSg9kWe5f608I8P|JSc<< zM3JS3=#m>iD+SP=Ys_#@#+rGh=>{c=2yi>E)Iii6STx~)Na%%{6j2V8fxwt<5TwbT z_Z6m_kXIP30N#Zj>@KD~0%Ag8SZ5&vKN(EC$Q(AI?wVxda??#5qUJ(4&Riug_y93K zA|bd`-hhRoHwj=5%!abhy7*Mzj8zw*DhrvfdI|fx27#xNh*;;Pl`e8v43G&og_ir_dWB08w}_tnin%+V@KqQs23C;F2;pdAR#(aFdWAK?p$O{ zS_G8Yu(`-|Lo5Zmi|rU%5=^0B^x^9;rs2-_;r%cca;_Q6c^;x~Txhysx#pI5F=J>o zgjx(6q}c)@eRP}9-Wc|CyghDu`5?Z)bTdK@0f{Geh!f#{CL%-y)Skc(^gb^*gCPUl zi<^A0JKuB@Plyp*I59rbQLIuT^#Z*H4l<&33B-W@*mRRg*CZR~nQkWTD2_yb12!IE z$$;x({zc7Th|*6C3j~U7K8U&1Wfw2@|1WsF{r~apAA#w=zP*3zv&;SeyPNkly~ej2 zuK=gNTm2vEzfn&><-fIdXYHu!H^AUuQr)HUD5(2U`RC=gly5H|QThs}>=%}H08>9N zp6L9S^9JW8=itH@3NQE-5WV?>$y9N5_gegHF9IdxQP8j%6Q&Rk@Pe|+u;%%wS|AJ% z4!r!{&fdB|8};Sgji-vPt4FgxMmf-BpBcc2W1S&nLa`1dKg5dIDY0`H<~xUeHnESV zCrejrFK(YO7=0FKsl47?2%B+qK?u2#LkhhBC;8=$-U>B3JjbQT|rwIR;ezN{mgk9|g{u-oD78v3yybK`! zB829l5R&+53fmTuklahI5HeMKUF`)@dEX_vhV3JI38}F8$8<7^jVy$08sHM=UUHiF zbcL?#vlNXHt%LL^gN8kXM1N3bC#W|dCxeVj{*;i&%kD_gb@jCn7P52ZS`y|k<_c)% zsFk1)<+Hl@W1rACzm_Q1T$n1pZsvt#5fOBVyqv7QLZ3(3PbxL~=z|axnlld3V0JAl zgxwU;lW2&Lr7MqzrI@%RhT|0viK_=FxS;5i^$YyJY{V$St{yQ6=K09za2a$0BSv`9 z&}$(YPLRf!K;3lCWgf*pv~0m29U2wBVAOQ^%p@pP54%QDUSIz;LoS3Oh}7%`*{ z5$7Z)#CP=daxcbHTA}O`b+BY2p5le9{*aJarTQ#Y=U9gq-+^HnO$`gc5Cq3p8# zMlg>}E*oV=uOuN6+eE`CM*WdZ7R19m>Qg0JyZU;kj>GhBY32D`>2kP zrAX=e{8{(1wBdNVLfMT8on`Nahy>(0f&fXlK$C?M8cKA)i)MJ~>n+E4xeC%9)KA|5+$U72q93`=*I-od3=P*O7^5zD7zyl!eq5l2EB-@5gZd4Nk$9W906Ov z;+@C%y)48ZPgf|rT(n2}kuZ%-3IAay533qAp(KE2$fX522{}RIBD3*FMV{?5XL~D!{a|aw$R)W;(p8&ZsxQiWm%GorD7vop!bJ~7x{)0-nL?5h=r)8AwBHDw zgaL94Xi4VRl5q&fQ$^O*UeFms?G-^xCO4VwVBinpl9e#!H!ia39=mYE;~B(xPmwxGxd)1`GpW5^P;G_`dY@2m=VORnfTRZLy&g$*Ba76EsZO24pQf~m_%#l&Zuj3U5@?Q8BOkMyRBo~t*6 zY%j=<6PQJaz%suO-j8IiL#c>YBV9D%g=arG^s z(Ia{{WU&YcWzA<|5Cug}H%KH%oNZ_uq0pj-UNTjLT zi^}sFvb+rQR}u{*-80E_PxCpECPYYr#EOfOF>^Shka-iGatO;Ib84Ssv;3ZN4TxmA zhv|ld1KegFH_HJNCqjpuO9(MP9*F2d8lvZGxXIq9WV*ZQrtc%Bk#InQG!2;=R#{@- zzUWi<5u%*|W7Bv}UM2;cOt+YBh+t5nWNk%ffeDx$3Rx^Jj=6S3X4FsOo-t|=9b7)| zWV)N_hSdaC z1G=VyT)MXTa5j9B~YLtlEfSxkE_#!Lx9ApDIgCd3<8!1%Z&6b2@x@NjTI*S29)~b)b z9~Z-bK~jxOEGkkQO0gF=mjpBqva9KuZV7Iy4D=zM4WmMdZzg* zM@myK+{v_Kx*-GRO_Y>qDyesJxTHo<(B+5)buOe)h$W2&m8lRW)3)g*Lac z>e=Rh@&Eq={Qt~~X_{FvO*1Q|X=cSV&8(QFnHAGCvtpWNR!q~(ifNizF-!qo%!+B6SussBE2e2?#Wc;Vn5LN((=@YUnr2o^)69x#nprVT zGb^TPX2mqkteB>m71K1cVwz@FOw-JYX_{FvO*1Q|X=cMTZJ8ZyL$J-(t(K##mLsi} zBdnIgt(L>AmP4(UCs-|qSS<%zEeBaG2U;x$SS|ZoE&Ew5`&upgSS@>7Eqhrlds;1f zSS`C-EnBRX-K>^ft(IM^mYuDZovfA}t(G0EmNl!TYqfN&mbTT>vRax}OT%iZTP-!K zrE0ZQtd_FXQnFf#R*Pe`6l|91)2x<9td@tZmWQmC2d$O|td{$&miw%hr&=xdS}pfj zEq7ZjcUdiWS}k{2Ew@`Ow^=Q>S}nI&EjL>&PqA8VvRZDmT5hmfuD4pQvs$jTTCTBL zo@}*TZM9rwwOnbnTw%3bZna!ywOneoJjrUg#A>Da(K)vLAMMwm=eKw3Q?1`> zO`5-Kz6I63!x~?PuYX>nU4MW5Y4v{X-)pa_J-N1b^;0nMPsytP{VR<7i^@BcK3tlW zjxYYG_`2ft#r>VnqM>)1Q{>P6fAPO$x&p*S79EfUS)~Z16p1sc?~no{87L(#K(LY* z$ueGGVsfnWbOne@4jn`(Noc?!oKvAI%_*yZ4-sHR%$UL-Ir17e*&)bes(`o}vw)M{ zQ0l*dOCh~Zri{d|pv$Qrg1jVEQu6vr;wBexPo^tSTn==6vS-x(L4li7CQd{+5=82D z5V=T01}IOPw`HW6R-m|O^-s7Gl3t#qnGz}6=K;+`EEi2lYQX{T*4Ziwc^D};1;y1# zZCp$!RzXHwxuHZ1XFGBTht{otd`WU<*(%%^hYu@QTz5#(H?XUyBa;gRF(`!@$?2iv z&Vf6+>_EYds|oT<{R$SB^F-=IlIjPSBsT??oD;bTXGDN%fa*~_%;=lEid8aQ!Qzt1 z9C4sRQ6s1mj2w>VMhU1h&oMc52=c4p06ohqu3&LVjFS=tkO};d^dyxgI6Z@s zkWvd}2-Fk5S>_fTYj#kYOjoeD00V#ofH&<+bs|(rNhykyHF~#hA{8WoxSLm#XKoc1 zS7)OEH%UPjIW1tcsH#55(KDjyGO(3oD02umSEKWR$#eyZOYRydlfb_POV*1>`uD*| zfyDr)mQ2P7KWC>8sYfA;W!Frm3W}@W22{KQbXEDsp&SXOfEb`903MupBqzBkD%a)r z6a_g>C7G^(as8C+DknoyWrcwwwT6&MMw~l_%|an3ibfcHjHB#Pt$=Ykp#_)@frc}E zIc|c+GLmY5ln4rt07gq5QRCYe=zw&L8bKpK~N=x zN)K|#9OUQ)+~|uLPZbtddjYM;ksb34lFfJ#?Q*)9Q&&)2oT0&3@w0Q})HBX*6%UL&(GMz_t{`!F974_jIIF60QX+?Gf}@Z@ z1nSjCj2eV_-Z6PGsARf=#6>h6L@Br?DQn6x5$8KYt^@uEs5Ynt==mCMf*ip;T|wd^ z6)jc2I44EAnx0`^r--J=!XuA75TWad@t7c|WKVkqi7QAv@Npb#!ztlvqzI-=g`iXz zOrQ@8=rslBa@^olA#wHG$032>#yQaAtdmSV=bg+j0v_a$9Ck(G<)`Dg$vHXG6(}wT zL-K#1d6ep72y@ntMl$D}^bAN-{>sSgo9x6tnXW)_hm06#U!3?uH{yBIEz~!ltK67# z0M6@C!q1-+%S6^UD^OhE)p8gKf`a-%^o{UNK;FnHWdP^}ZTQHTZ2*&GZdReV;{b(n zm<+(m=^I#bTnz|~0RmU=2^pn;ccWd1XRQ+H+4ZN0KvH; z$OJiu&W`Kp;{0M(khp**Ib!8C0ys_A21W`9WV(XH1z!q9j$&1?Rm6?3YGO`3M?Muf zCowFNz<5xQ39=qmNL)SoV%ECen2H_&bqHjZVBiS|F^Q-qz^vnWxdgfZ-t%{11&Yhr zHgf?di;!^yoKd%)=GfZAAEiUKuZg>-RILUNSw`JR8Id>zb@k0A~3Q#pywbfEa=D z1i1w)bk0QJuKfHI_Z-uW2aAU~KU7_dCBBK_%2B$3_(qVU&`5zQ8?!OzwAnyD+jQfC zY6?JjfEbZVfkN@+-G+t-w~Q*AQb%y*w)FcjnVx0#4rjrTUpZ|DHp0;1?O<(SxuS+M zKnL{GIYZCqKSFw=cea|>1JDY(6L7#be0IdL3Q84>zO zE-5l1B{weyH$7e4=n(aAvmP9d|*wQGAzOS`-qr!Qt!Ws{Qz(*j9Eu zW7E&XV+{AD;5m>O9=a6S0!Yhz4Bit0mv7Wc7C%`P&t{?E99_P+)Ode4Y@gZqTzlL; z7XALi+WU3a+q*U1-gtfEkJ_Dfx%IQw4_e=9eW~^7)}yWWqwV*`)@!Rr9sYS2TaW`RvY{o12~2c3#TGr%?%dP4rE_iPvS!%1pnFDVYbR}7-q_YT zp%ZqK&U)vN&OV)8JDtWU%_Ex!bSlj)jpLi0W~u#)#!p~3Jl6ht`}6HjwLjK=fBRkS zH=}m&%JxgBV(_f?X8YmxJ?&fC*S0Tfe6R8K_66M&P$xXBv2SCSMzc|<|G560`d8|o zsXtnOU;XX%zo@^u{?hvM>d&Y@T)(q^L;dplh4nM*qk13p!h`F(*Sqy{?I*SG*1lT% zZ0*stAFX|R?MrK)TKn+YU$4Ds?N8TUy7s)aXQI1!*V+whm#uAEJ7w+oHE-?EwY}GN zqz1#!y5H}9z5BWD-*?~FeH&_wujsz8`>gJ?`_%5u-K%SV3;W`=wU^g^ul8G1MYy;2 zl-iZG3u>p=PO9~4hu8M4?Odx@e^LEG^lA5ZdMH z&c@l*q&lb`P345$tKDk3@{`JUD_=!P@zKirDsQj6q4KKAi!0BC)$vH>?#fM-D^XTF zvofmmD@RujuIyRqR?6j{mcL*AM)_Z;u<*h1JIjArel>L#ey6-yzQ24+`N`#r%UjFi z@}PWl`JnRd>ZfTeHlBVn!otu|G4?O27izYia z=cYz!SAHe*oEsOd-oUwG*$SQO7r)3(#<_0MWH;hmyKKghbB%5W&XbqTD0Z%1Hp9rd zYT5Jy=gMW%bDb-eO?Tj2zW8H->s+?@ArYr@sc!ntlNL=PKj)HV6So)ZX3u$|Zu-te zizbnfbK&CFRW##Vu>3i9dH&+hxq)-u@;4+haJDUf!|yxi>SoV5M>k#P?B#FEO6i=n z{JA%9w(6$qoVjeeJ?9MdS6Dfm)0ZvZIjyChj?CcBsf(Zbv2)6@+E?Pa`Ia#$J#5gCZe@1ae{@jVnpL)&-i&oEdj$gC_ z-#JdTAbB{)E?T|N87x{s-{~(}Ug*Tiqar;xk@_iZCtS3`fzw;G_}9Ur#lP_vE!THE z)dGy~xQkZ5=Nz+a1lb9Pz$5CEgI z^Rn6Zot+kTx9{w@{2{lx!?MYHy|!%nuG3vMy`IC2E_cfw$Z0Q|Ty0A=Nr?=crf&9~ zhHi#VT{nA9O*eg~x@`9QPDM9kr>vWiQ(89To>SD#z;SfbcM8j96c>J}n_=OL$VpD&wXRQTDl+3OX4x@-ph!cTNFD*Tsj`i1{oHods;W8Dl2KUy>iu?ml>jwH!i z_}Joyb7Zg6ETGS*hd{Dg!s;+3^?-oCedW8=xTD_?7{zWVB z3-4RBynf+tmo2aG-dbtL;`o%p-^fp-W@X_$%a&jGYx%>fc4Xn*izZ?ug?Fi@)Nm}k zbJ2tnQh0~_D=B$ZczeCHbCG(8g}12&9^a~L@UsekwQL22w=7$3;mwOy+%LRo+42i- zT(-QzUoKjaU-*kft2ZdTVcF^zUcYF0QQ>vVmS1@7qUFYgKVP=I!k@{7f~>q^RCtXv zRXw%BpGwa$ZBP@f@akoox@Ltxk@liCS>aXUL)wK`%0E;!!U})9OXS+)6KN-N9td$*1anHp|VTus=`a<&q@8M!b=vdATGRET2cq9@CT~p z#zEml%a&jG{Y5ME3ol%>e82E}i=w^WM)VTIpZw1Pq5Hx?}h>N6KD zw_kXMYQb_WJblq(?Em_*)hldD3&|3%FkiIdL1DIN@o%TgR#e!KmIt%H@N4zbt`0@+ z+@~!XUigS=P<-y;MI#tIv~2VqTr}L?1F8Yu`u;^D4DMSrg7~S6h9BI!Xn5W|su70q z-HV3j-L+`Ay*pI{0?i$ZM$o%`(eS+677e$5>$2hAq8iX^ZeBDZ?a!PJq&|cA!o_EJf%^30^B14ddFs=Pwy94y zI9EQAj5%lV8Jw*?L-#E8*^9O=K7%vWXD~Qp@fn}4KK=e_>eCyXy7-JwQJ*AB7oTA& zpS;D%;?p0iPmW>KCmF59r+2dY?D;3DPcJ@EJ|Q8Wu=sS3SD$fwocip!$Er_%Fi@Z5 zR~DacET0?_M2k;1RG)yp)h9Ax>eKK0@=4ajQ=d>h)u-o4nOQ23H=x`i(;o6L@1ST?zY&o7&P zRQQ)=lcoEgb<;0=Zt)kQLE*EDAEJU#_{_4&-2CZfvlkTpNjLq%rEZ;|FQgm@;l0JD8I7&qVlt;rgwk&*77ywOQ@-rmX9s3mk%uO zu6DRzT>IqOht}S`_QthWul>Q=bJjN39$34L+5#7^owYVzi`I@@J78_gT4$}){Rwpj zzuNsQJKXnEZSXI;e}V?#^QbxawC+9Kr*yBP^5E9)xI5?`L;b*=kBT6eUrYhBVht2Jsxts|&qxKpdv{Au&C=9ikEY<{r$&gSczFK@npx`q#d zk+`~fLG!fc@y%nJ2R3(YHX1)Chwzogry3t@yrc0t)DxfIczWZ3#;uL38s|4oX&l=) zx^ZA*w?>oN2S2EPqy9Ov3h%AIrT!Xn3eTNa^=&Nk5t}Ud3$-STq*se z^!3t5OK&axVd*zZca|?l&ZWbP+eTMN zc*1s@3gErsb-R}W^Jh?FukbEB@4Vu*+x;?z;x*g-vIi(a{qmEy`(+Hpt5<%R6Ka33 z_~olsepwlcS8o5yp11hrE4Ke-&nsTO{V%)z;+HSm&Oq?AFkHHw!S%w0;Yr)M$56av z^_K~@-Ni3oy!y*xC_ZufU-qKKFJH9%FMCn(!tHi~miw{Qoc6B73YeCdG5*k)6IRES@79jMKOEKoS+t zmd7XU;#muGP~5711PH2lru^cm?63GmmBx{FQKfNCC6iV>O@8xKYRMK)mAgI#>NP2$ z;wdr^)R&@43du z*%#jVF#F;L#h%Las-41%iCoJ1NuIG?tn}h!1 z!Me>g9JFksYFa#SahIHC$A0mE>`OE#?ytXq*edRqeZlX(`U|Qn#eK3baa7!U=@~3Z zaW8Ekd0N~v`w|DmJ@gk&q>H=je?l*BS+o-}dBxpyyXO{n)onU+mt`ACl;Y0IHu_J+ zophT&y`yfsesPCon}JzeTeiuw6}ws6Ep~J}c8hJ@?hT49-S+y$=CVzmt=Q0Q{%&2j z>6qH$#u65uxLD1;xN)(fzku;7mh~4BUB#0A_in#f%nbY!XZeL>Rliuszxd8CvoEBZ z{yY0ZQu7!33;I#c&$BQ6f%CKcOXU1C|KdA8$-j8ce`Q~y!1>SRrI99bew-P4J?BT+ z7czN2)L)d|iJbik1T%*C*Jw6ZhL|A zp=Fz#i}OL^J?`|+RmRWTaojs zg*`^2$$91Cr;MLJUbIN}zhYtUx!7O6_$i~{Ws4SX^B<{}9Hso>vK2cjSD421r^*$k zapXEGS19Ttj>;9%@*I^b1UE8pRIU)k>%OCMg|u8pp3c0h}4ejsBB@%3hJnAVT$OBqq2n{ zutR669y=SAzO$j`4$=9+)352D$IjE1P5SncWs_5thgDNleVvDvO=iyrmrW+W2Xr%Z z?q4?P&HL0JSwO>`r|O^goO>5dAllA7%O=nI?q!qPyh}G-=gvhF$g*>XZU)Zny6HQ& zE%g6hw5tEt>3pE`YvBKXi2mOV=>L7L^?Y`|_2zro-A0Y?H(t}Yrm-)l-_PZgyIOls z?SWda`dw=AU0vO~@=xRtPUlSco#lJWZt0t)mzORr?NWTS_>AI+ih6HyZgmbTe5vrF z|2qL-JX_J#q9d5_!UWh5Fcfr9fenG};wymWK51^x05S1KYMjJO>1t^#N(lB%^e;pp z4@8T|dx0cIlm!705R;(May3=+Y8f*Kt1F5n&cFIU6d4)R>0 z)dumSu_&_@Wvzts8Ngtu_rXyBH7V+SEJpx=Q{F0QYCy(~7nh0%{^TnSy%<#Li0uOpM|M067VA#xd}i zT&-JXuk4;yw6)Ov8Tp71a}5ewjVc@JVPiBq!F7VsL)<^dzA^Jt!7ztGF>7XCRJ;kDb#-oMqz*QmsjG`0j@lmd72z`M$A-kGYbuIqln4}zC z0f-J!bs2V07KY;q`nw5BUan3geljmB>RQ79Xb|cyh}J8Lc&>K*&9X# zda<7u$zXWpBUs66X)o|J0KEY$8z>ncpN9o%4zXB}(nu$YmR|mxa+T2WY(-rQOe4xn z(zQMs-=NGGGrSofl5v(!Ja-u6J;P2kyQ39#Ene&}05}ikR}jd3l;Tlqmi~1^^uEDF zPjZ?J5k%%iscY#wLN^V;dSH7TfN??8a$uGLNXLZCOWjBO+rX_8ePmvgxR&-pkcqk& zxMe?vOM+w*3>5;ob)-RE4`?!6r%abfBA3jI($>;mfGGnvMbZrp6r)!pi4bfONwh>l zaRj&B9QsMrlX+3nTG|VenZeKlOc+dj`UUC;?-EeF-UNXmDytw)oued)m@+R)Sxb8X z)63{W%sLfz4ES!)jfyfc0(1-*hPf=K1rTjzUX-ww_5!dHkT1G@sVex@vJK^1f~01%0A8n{?=#)P;7=>~0hRHf18554@3m`XA)N>)pI zVWJF2A%h=)x_Cj}m}M5Ra0>Yh!3&QN9L?TGmfp?S(QEFy5H{i9zs!?i%9{Ek6eE zn9qb4Ab$hcd1PLi<{c4UFiX-K$OZGDdRzOgL5L%fXZkerdY}mprBc9ph~O}eSZ4=53ufvg zS~nQ4G91NG=H?O84fVhv7P6KgQH>iEQ(=)pKAte@D2WC^!t5Nh0y8%cn{FVH!7pa$ z$CN^#kBMlA_a?;iNbR$dQc-RS-hrjM7uQ1ILJO)dEUzn|~_h5z5~ysz_6r`P^Y`;Xg~wRdfO zthL!Xq4^_l`8PE8Z+xcloW`kO;NK3`{fOFEYA>#xUu#$2Uwxz+SH53)H3;!NK!X2f zd0hHg>5ZkQlnyHXbMbk_Gm9nX?am#};e{_3e*gcz`!A$3MUvGM58)9q-Fk%EL`BeJZy zII;N22Gwl2?d}Z5yYYN>Op!m2ykP`MK2%!WTu$1`W-_= zJtP!zDV`_qm=K7dT$2ZYP|t>jb=_Ei+0wA2W{wnBRy(3F3t0%*)zl#1u}hHz)FajI zoox*AqZDV!=0Y5i1J4{Owybs(k0+EdL9c+4gDh2GKpEHkX9#0GMD9AFDuv-l^5=SF z&sO-dJ}VQYUFchs`oeXk#*~vMFSGq+lW1p%Z9u z=H+Cv-|0*-X0;y(o1+OsWt}o{5=xS^k+6837zj-UQQ`OVfRyXWl0WH8QD(ItbVvD{ z5M^0>g!_n81;r?kn};=yKqut5RX-W=JDn-ctoAbsrC64XAoiPVg>Z&m0q+P~aQMj- zgEP4GTu(OJr!&Qx)qZ>e^zl$?Z9(fNh+|5ETF1&UqIXCQjks~Mf3gHnI#aY+?T7n9 zJ{kHXJSMIJt~qZ8S&BZvC7V`?UK!*^5uecGFqy6JW{F?>JZO?*#BU5ANlbB!fDAKq zZIV-{rW)hWbhE;nMJOD?EISzDLe@goa_&gWb^B6g*QtzKZKSg z!eyPE0JR|4+HeMFT#mu%oGIe0 z-jjqQHUONDQm%&A62KLq2c;$;r4zsc110J;o_Us+N@t2UtFHzH1|J6e1g^A{EgHxg z3T=AbWq%-1O31b5S0iVI*$7m$S?z~E8AViaButhCkd!L1H(6&|B~)*AN0euycTf=^r-~ZTWR&th@>-rTT?AgX4^3w)+*z(C1x^EXoC$`J z$7o~%Ws~kvn~d_26m~LunKRk!dK7n7Uk^p8pxiQI;y#&70(Z&E3$d44e|@$+$e0+5 zs32@IKZ-r8{gC8f1B`A3n`!O~H5P^+N=tppw;&BK;vV^4i882J9gopW@n?5lM1Ffw ze*^VwQ4OGOCQC5e0=5%Oiv$RW60l1N^WErJ&pPRBg*?k5oFKrBZVws=3}ucBMxyut zN1dsH-Sx^)mNV$=rdG+b$l6Q@*D1CuC2;^;b5pE=(8!Ue=aI8a=MP=T0hynX#NfJf zAmDN(jFvIg92q?9vq|t%;DPGMJap2}dEr3Lvh!46IvcL|5e4x9S3!iy!=i2>^E%2d zgr_~W1x#3}(K-0ZAJ)mH9|+2jiO2G)OYT<|K}s`I%ZTC((B_cSFeeP4U-{rU$@If) zioyf&3Cop)mQ1BAz-;Kg3d;kV1l3=j|Eabwv6ahngrf$4_> z&OnAPCk0YzhqDhdYNXXDPdMZXA^i-DxrZq%zn;G7hm12jQ6fnWyJQ#=%?%K^;(9oa zA;3dH$$Tw>>|IZ1vFV33M%7xCu$|teFfswE(C&K#J*WW?A(+F5G=A1Uk?99{FR5}C zklB+gg53^^2$B0^NNW)?}2XQ8-xo~|5&A<5hXrWtMq-{=>PJmH z;uoHdF=x10p8S9H|NjU2|8uLR>D;PmI=5?OX*#!Rn$E47rgN*N>D;PmI=5?OX*#!Rn$E47rgN*N>D;PmI=5|?d; zZME!Wwd`rN>|wR+ZnbQ&T6VKqcC}h|v08SvT6VHpcC=b{uv*rvmaf&(v0B2$P9;wpt#tS{}4o9PxE^R=brCpb{6A zzgvD)`SS8^rAJG@UOKV(W7PkzE$;1n!ud^SRQL&h?Em3^let2+>ceV~V!$3a@&vm< zj>-j1%9$ld7xK%Y=T1Bl+j&Y6A#F=lexmTYDXNGl3(KRfU{hZ(p1_cI|d#|1HJc2TazJ((+nIRwR#Bq+(eb8t-wZfZ4~SCoqxr*nmN)m;SVV=w?T z%qgto&ZxEuz78TpOsaH@q%emkD^K6mNQHE+@UGg=0ElZM%A&}Wl1~f)9irh$k8v8& zr`kABMB|wWWmRV==L+$v{Rkpxg!Tb~-cp@hYLlW+nu5t0LDAr7mt1RpV&ZbXbA@`#Io=34^`ZDWIbp5`^gqzu(Wsx->*ZjZL!hjG6!um7;p7{fH?KLk zCe9v#FAA;_It7RGh))9%F;Iy3arL{J&K3Gq`vE-&W{|02>I38o_uu zdNf{o%3SC7rSPxX50F8M?J|tPM$$jj7U6(SYQpozAzC{YcD(W2^SbouTp?h!A5I^J zl(3gWR8f^xuPP_{q?D;0f#5L*8|L-omFd&D!oX@j)QtAP{xA(91B@TI3?t?*rVeUO zi##pQ%)FjVb3C0Z6s-0`bpz!0No>O-5tM;c$_?NK`EaHBoWckN%Jh>%ROSi?tNno7 zneeDMe&RS(P5^*%xSZAr;(_`Pyk>zpo`VeCp3W5#R{Mdm0<4|hg-Ai>K9ti(#uJCN zoY8VYj4ER)Ly|u`*_bOVtoFlMx8S{)C^)yok8m>tMLhs06%J$mOkm7pRJ_ig`wAKs z3PQxcMxWk|I7|0ARh2Q!0b~r8lr;j9jnO|))t2LVGFNC=Jt1Kt$?5g0RT;^!!*$y~u=wWA(TDNf`- z1MzMGo)OGFRiIg6SvA08#bXo2!@8Ljv`*&=8LOWelmw1#IF*GS!CWSD#}Ku87JiP@ z;c!r_#e6sNTGW%d!p7G#Tm}$dTR3OD5EQ{q$!F9jmVh_6;CmrsV+KKC=g?A~3NW zh=-K+0c%D{bmJfiDXoE?&L%U3kJXNtS(#b@Ge)Tt{uXZva0m7no$UaaSzsJ&;V9Mz z$CH^t$ZAL6K{yT-SQ1q~B&y=PpMoH)tJGJ5oyF;|+1DTd^D9yqS?vgz47fxtCPELJ zK9Uy=>K#}QW_lpR3?y?Hp$(?r*vU+xWVIs~sChI3t;g%mjK!g_G5efC>{N3dlAAdj(9AIFBk9DD?wvoN(L^!rgd7aHPYt$?SePaMO-t z^m;uBIyqqzHWV=^C!*j@xK3)fbIQ2VN0cbY9{+u&Be0M$9m^!bd(GrX(H~A(sRjdJ zVH|LOC;_crQQk*SH62k-goz8R_ZXU%KvIc@U;qLP1MwdvkX-T-;JipkC}iQ#>|SxC zUp0bX%49&?0h`bLB~1I2Rf0tsFwFujqbh>|5fVq)o!w(z5LZr-43L{1m64cco7KL~0-4F| zF4Gb4DK8!iwJH)>e3&l~zJN+of5;Q%eTv*0P%P%Y3~oJ{-Dx@sq@K}$*(i=>1?fY1 zM137;`j{H>%y}ST%t#MMS*SO=LmcV8R$wWr#q+$tWc3o^n8XA}lx$C6(T1S4RvqPi zeY<%X*zB#-61p7l?jJ|rxv0I@Z2IUrvdjv2OnGP~Klpb(T3tV?2;0b~zQ z9!y3Aj3sk80=3J=^;1kokj;5wjO&p2mxtfO5wsE3$_Sb%pmD&mD~=4z z_D!av#oP|OhZO|mh|icD2@D)UCN(zTA~0F4ILh#sli7`?qX|@R=uWaB6BK!%po&s6 z3}`B#F(1V2N?+%%>;nHk)%*X?cVB?oUIkUXdphf=*VrXVhPIYTJZ?1#8N z;Q5phAwJ4^=?hu5>}nJ?RbR~{h=(X(gy7W#J_kA;92Jo(^E}A~HoXww^ivW)nHPmj z&AfmsVvmE!gexJLLU1zoLZV{*>ajTX^6?^aaG4i{OVwTiX5A1NBDhqw&joBvDNHux zp$ofW2(a1D=2DT8TY8zy6)IK7P+*%V-a>4^@L<171u?cO!ty086}x0`46f!)=ajhurtY(RCz*A@ys`A91EHEwfs|KVf>+WO2?-O} z|JgQ7OXp=*v;s|~j#)Zj*UyGWRtQmSU_6sRAtObsf-=WAo46L9mVSnF1x?kn1d*w* z**%E8WE5q(WcMV6tstC@`t&&=v>rQ?B)gUsSZW-2uz86tqy#0CC>sL)x$t0c&=)5C zAe;0Sa(|hh6<8`o{fIDFz}Yg0I@bX@sQn6<8|lPDCe21R&Wg zae=&@1QpC*;Pxrm3XC$FD3r9I-hZWY1xwXWUHCSE6y0$_FY|s9=`tZx8(98!GuII zgPEM9?7m>EjgU3~*oV4I_RQ6NEYtNs{_J1A%7 z68+4T++jACPUZ@jsvW^aB5)%gK}wsM9d5a}rc}w>k9_uXLUy9G74e+8 z`9jGt-w@0dHdQ+!vVdeHb?khBeur{JQeAi8LV{z$oe)&5+***u-*W{{)s9H>f;R{D zokmjCG2ktO>%=es63%TW0I#$4Ms;=uBA?6^I#oLgBzZuQT?RC1U)gMtnqc4Tj@Uzh zM`yasrZVLygA-5Y3ZJSS5m=;fy+dm239*7YicGFNMCQtoKO~Y*g4NE>vg4=B6+%_d zW~cz5F2p_n%q&*~{Fmv6FaxG?Ks{H6=ExY23)#%&81~fAK&M&fZRMC%w9k-3rPjAsxq!+8e$?cx>}?@Ge5_eeo)Wx2}?!BNf@_ah$Srv zD;>Ud%$AvW)_C?J6Po!s+VlgsIi?CS%TFv6{V_;+k|cOU=7A&(WUxF?K$FN2gqp9L zexQCM)qp|~EMQsU83UscSyLVwnkm969huj|Bgn4jDAUh?uB6bL?3H8%f=&t@i(;ds z7pSL6_LbQ>?`M{Pe1bjF^fM+Q4p(x*PK!B_ydOKk6udmFt_k5nKOvoL`Z2EO2-6Se zaENxWHHcG{-DH&?jakGHOM%`(T{no=hM!!>CY>K{`eBHSsG$`4O73m14^aZV7MA8Ps` z@FE6e$IkHqZ>lF7+?b3ja#51tkpCJJwINTE&YxiV=~0rCM5vGg<+;-*3}sH(JWj$W zGR(*djkLdr?PbsX5YvwwF;RGvZK-;{NNzKpp^>nArX(tycLGSGe+;pR`N5_i{>r3Gh z!#B->P5L>=6AAMJO+V~~*&lH{2PK|IJ^K}M4erBd~R zF%eODJTX&$==SERjro42BW{_Mfmc(gPt1t)5JX>AXr3D;&JfH+!z|1$`~PF){QnJW zPg-kr-_pIVyJP2_o$EVW+V5@O+1>~4|9!2)nxAOSnnyRj(0C?0|F6}bUq7k#z1oXv zr&oVOHMw&tKdby1RpFfSpO-Hx7fY`#J+V~c%>UwI*?GNl2`H)mrxX80Os)UBZBw07 z=xhP2z0auURp#J^DN3aL5?NMAx3Zn#2rbAGAIpvXdE~>W!mD)Dmyc!JraH6GPSIgw zI$$9nieP>qm(TdeDNFA#`jq1WTqbh;F0&z!3B3+>crs^ip&Sy&iig!5b}^iNXk z9uHqKN4W-<>2x)(v29ZwW@x8ORa6mXBgnD0tP|ulxJb4KNJ^lyMd8`}P{eQ=P~%OM z^|LEg2OHWct0CJIVc1itmbj7gNOttTytd@$*?GV{e4N{dG`Qk)t`0f0(>|#iwAs{A zD|3O*^e=gDk_BV>g_9hP79Phbbu?FQo(mXs0L_F(2@_CzQTsHJ9E+VTZjAgxwUeFNl`F;|ZZ}Tn>QF>G^{4?njAY1@7U8XD zFNT;14=R*{UZUDbFI(qLr_1UG*_EmT676)tQ;$Ktth2t$}st!xE(*eN&N2MalBy@F7={bLq6BCvtq`=_v=c15?Q(Z_QbE*zbv{TZs zEY>oA`+{yDu4NjAK8ywx$HQYv`sPTR+-X*DA#(`PNFcOkuz z&4w6;07p*3Go5bt?$6bMigrps$$59&2l28l5We^3Ya+ZOtiA;S;j%I)`29rU4B(`)aWjQ#B%kEqqvgnJ1%T1AJ313h@ zVuE7%K-rI_mYAAVgg11U?H5-3#j7uqI&jIIvVrC)vx6m`AU6&IMHD#MS`#p%TM6TK zyO&8Wl4B3k>DIYAe9?E_XOMeHs_>pml$3HD#K{eLQ*cd?;Ctkxvbf#2Qk-UYuFhce zMRHsNAW9Ggk}xFsB>P(ik{7Wtg_g{s{7#OFu6m?Dv;=6 z!V@72u3c#RRd)&B&UN!h7d8+iRA4#8I-*4;3Ov z%1j=TqGU1=k=}8HWUSzR9?#$E+p~49&TaHXawJdCPZmT$V<>Y>z6jQ&On87T#$<$Z z)ji{JqxY9xq&mLQ7YWyx!+x??JOVYrGq+Dj5)*p4BgCjsh1x!5kS7E0d38*xqa1ya zY(7ZFF~PHSCjuLjx*qvNy%G6M-{bTZWsk?Z^K7rPZLUsq^hLtEM29oUua4{*~k#J4dwB9?#$E`nz?0oq3Vm-I&){#v~hi zSiUTkfyg7G@)WaWKBywybBLXyw85O4_&`CP7o^!M*6%WT8#XioR<21X-Cz}^3nsp#Av9+J1*srL#Q(-j>nMGoPs*;5W9MJF>0b$Aw$86KFB08YGzr+W zhOsPTBdK97Txt^fL)0c%(#F5K>?o(%MP6ZEBr+!4pJ>w}R3%9Z_EezEct&Vp3pRt3 z=Eu9p)u3qW{BrXmsdY&Z1mG3DQ6?VrjhNS%*5T44Y9vYy-mi{HE;7r_ZJS?aUL?vr z0c)#>y&|T7d=FzBEh6w=>~N80WX*Zpn_iZp%I^G9)2REEQq_{X;`uku0|NnshziH((ZCW`^n^sQKrj^sQY2`F+ zS~*RdR!-BVmD99o)pCy2a<-D)|_YB|+vImK$3 zSS_j5l2|Qct7T-h46T-vt(KFlmJ_X(6Reiwt(N1gmSe4!fz{HtT4JjuvRXo`rDwGS zR*P@7cvg#RwH#x$9Bs9%TP;UfEk{}{M_4U~TP=rKEr(hyPq11Jv04tcS`M;W4zyYh zuv+%FTK2PA_O)8}v0C=FTK2M9_Ox2|uv&JvTDDj%yIC!}S}nU+EjwE+J6SC|S}i+R zEo)Xw*J|llEp4l%WwkV|mWI_*w_0jeOVw(rSS@9%rDU}ftrkuzcRjpu%AHqTeddjK z+;ihK`(Jg(J=flL&s|$K3pUIAX;#Z4R?EXy%R^SngI3D}R?GcX%Y9bMQ>_;3{%3C8 z|IDrXpZQ(ZzhmA1%&q&Mxpn_Dx9)%D*8R`iy8oG5_dj#%{%3xZ^-it(pSgAaGq>)4 z=GOhs+_wK|R^MFso#MBP)wiv^qWJB4vG!f6%KuI6)wSo>9;{toJF6Df_O8{d->d#} z^}VILN|%%-rS;Mtr9$;()RDit`lRY9)uXF>R-MXYl}}dQQ~8t1Z&x0uTwgh>5?1!E zl*->;o2}incJ5k#ZNIf@_p$CLyYJ|}y!*`V?cIyICv^|)u66#i^Tp2Jbza~3z0Rz2 zcjxlXsU5$wcczl2Qqet+n)^l19w638l z;jyhFTe~)Y+5B4b(dHYQFKJGjH#g619@pHz*=&5T@!7_^8?SCWxA9Qps>T@&x3Opa zm-TPeAFaQ&{*wCB>o?agtRGiDWbNzqwY3kgy}ta(^1I8gC_k%wXZh0dr0kaWEd8?d zEmRENT6#(8>BR$z|A)Qzj+3OS{=cWIrgP5>u)ubcBsq zval@6l9L;{3lS9&{URzNX2k@Eiegp}b4F1?#f%9N6YBFm)%RB4x>fc3e&5&gdtR^S z_x#*Hbf{0&=~K6EI_IAAIl0uc*~#pp?6%py)Z?j#Q}0dPk@-dDo2iYdi!u+UPD$OD zx-)fi>blgLz6GwTxjuE&nH+s_qE)NA{h1FsJK);U*EpMT9aXeFxTf4aZYuM^)Njq3 zDHi=N>t^lkcm8Sp8i4b>eY5hqJO4oPs|?9FrJd)jo3&%v`LiV%z-@*H!DZ0^GEw;>Tv(TzF9duo!`?t<=umDbHci=JcMEG>F=SGhAM zQSi)3`b(`^A9H@VgFA-G=G9umKZA095Pg8^>W|wGa1_^#^l-j!KOm6vz32nVaqB!5 zeV{htd^d6xf_CRS(W^B1x1(37`~9uRPvY+GzSK7(4*)seh(4fB;+(HXAK>$UEpnAJ zZ|AGV_gE?Qmy^(yEZp&=20DV60Txv-HaMs&5t8;4S68q*_-C1Ydtj~*`i>;dhoVE7N z`o%A@Z?26x7uq-L##m$D%s0Ehx;dEHR$DjA%y$0J8~XaC!Zd@~{a)xvV=`J1da^qi zon_ywC!;g%o0*Kxuy59r(Tgk~=t`$sK+u&=v%~{9r-pCtb+1#xHw)mLY~QR~ez|=! zEq{`Ivu^nl?VD-&Wkq-AyzZJqk)b0U>Pyk9^qfZ{<1*+wUx+*)z2}kW1Ntonh!udG|p}I9GLt{z&uzy7Y&m59m()q38qEy7NHffuOU0F!BJ9 zbARN4U=Z9Fc|eB2z4imWf$#zQ0e>jGKl*^~M(>M0KsS1C^a0(C-V=R*ZgfxNs_Y=% zJ?QQxbGTZg(`qdF|H*<41%~r3_25Lcy4>IPQADEVyeV?E#=Un%uF8`C#^_bn^*imW z{^I?H=vCVD^^vQxLccD0l~=kWdX*LWwUMi`4BsBT%Deqn@g3po^rY^-;qBISy?uOJ z=z4FL_*Uz>-VDAad_CB)z1h01^}O3yfh68K*vNPm5Nu>RHlQ~xZ3_q%nJqS;XMxQ& zptag$0m0(1(FXJs{bCCUCi@#~KtFN41q9pv>q3Cv8@u1=S{u+)_%#yqo|$hJ-HPmV zR%}@1e&3qPjF$aM1Pa>r%TY+T?ic0!zuI?2-_W~Z?5gRP=ixVwv2feg#qe$v{Ql1Qu^fnCJdVtErqCK;;`eMsaW1s;fVZBfO^ z2nkV>IuiAArNqv){R}p(D7hTaK@nafAx{JXQSezZeF?6TyqG3|M=dk%D{1MT?S=jzo&MlVCbQ#!ijETQhLSP*hD6L5up?a9UBQ(_ls+hlxtvM0gTo zPIwh;B9hTcdfp@%qd^LFSkWNHbFS^@#c7Gej*+@A@q;r&2NS30=Z_JSNzFwPc}N28 zRU`~aWILjCoNfCVayq~h9Uu$j8^InT5r2}Y%l9Ugfw;smp?wU6fcdZ9U2>GX6WV^J zTuqIlktt%Jr4k_7r*v|X0ij)z94ulc8AYT>O`CCQ)^Zid^t0x)Oeht|vXclus^sw2 z5)xj8FLRs>X)3#rV>4~GqmrqYxz{HhIlgS6vLt-F?s~*L0&mVd@H>+lnJ0^swFm%>1Wny znM7DiEGpq{ey}4QAIeFh=}3Yg$$-FkNVkkxsVg&Bo&%YFmYtS43KO7&^SmaT}R6d2k4#9_A~CZOy;o}vIenT`o!hi8E(J3`qTy-Zg|kjM=7<$**$B~MF)3_+4)2~C8Y zj>t?VW&-Q!qEb+hfi_`!b=+m7Qw^8H-9Y)XWajFHFCBcF}gvPsPFWD~Md zCP`+vi3!QSkCn(^4BmQSNFw33#8nGJ5Nsln>?8zBtPvF2m11{NR4`tmv5swTN~Ek9 zA@Ag(kn6*knG*U+YUWWlj9e9J-_b4O-@2EJG}qqFl*s0fR0T4tDF#M=q@=MVp^@Rw z_u=x?7(wH)I$~!AZ@sN4afI;a=@yG3Mfzk@K!O{L5ikcgM))wTX}A{SC1NB55*LId zQp1ywYND3O$zTbWO5h|;$_|q>QNsAyE5_>B%T$ zf=Ll1i=PMMzYJzcpySr2M6ybujF4nLXgeh9M1{Hb zR;EM}+(|4X-F?*0j;xUbK#fiq^kfq!?4z}WnF2#7&~eC=2v3U~k4cJ{gy{?KGCLS% ziWv%7OHK*Ys4?y6TTp?-K~o|rd~iV%2oG}=5`{-$lA`zI!M8|kqBb~mEb$V9c>THd zKu98c=_w(5BmqM9K{DgQ-L;5WhYYb%=!kp7&c@t>j#ZudJ=ZRo5}{Bev4L5UWLkD= zu!r#0M3=)b#F|UF+=*Thx{yTdli;n3ro*pvJ_dW zN%4mYb(EHb2Qj+Ngm%31?X1YtDNT}2Hz924aLO{@l26N;K;le|L}PLmW}rVYTTu>l zOb3Tja=x80g`&(9gP06*m;*^^B6*GZTZ+s=)(DL|X?^B4S_{<%d>}M!3Kgm@im+Bm zDwQ-gN}jS)fscR%h;qx5Qo7mBS`Fv$^*(f2+s}&9iZ<&I35}CD+K_s}l?L6b&bWZ9;rB{?is zqGfo^wf*EMttga;qb;deOSZ5i%8+}{&TkZ&j>afH0=8`9rZLx3w6|ei*7h@_w4!Wk zVdmni!_zLCQPR8FmceISMe!C+H2ekeiiWMZxwfAh6(~v>T~dwdmBN<_*AMFq6(_K5 zMuuCHI4|%vB#8|^y`LDR6=kUto&-1)=}6*Kk_1gC6=8$H=7bJpJZis7xPWaU&b9sg zs6bIZExEGtp|Cxv`XFhgEU{xy6OuyCQFAC4IcQO1d%vvhCr4>TAwQ;MDtkPczr@i% zKf+lD5d%ceRB44J!kl~ziDA2QuI=YY1&Yp$^IgQ2#k(N0IsS_l{wu6lih)Cbf}<#| zMMGADpCF|rlIcqYZqhxe_{ukuss*gGtY#z~PGjNMTRkd1b9hpRSFbp8ZJ(f2ORSPB zjVS{iE#!Ojby;!vHWX)oJa9$|sE76fy;nD_hGjC7Yl&=|;fKKHtm6hiBDu({{%~W! zf(cJ9M3y~z{IHIJ)v&C+R3z%pL-)Z!fn8jc3g*IZi;DrX1ph(}s%$!a$am4x(K6xZ z+ViHO_|Bk`5l#T?96k>wXtRZ{1$rt{w5bX_)gyunDcUnembFhX6@_y^JPop6A!U=y zJ@EtLS)E}}LM=y4i1@J%QJCcySYj&5?gP@YCO34d#p3hdt))#*=1enbxB(!kP$2Kbq zeW2(uAw_Zdz%K*Q#+X#EXo$%JJt>Of8o|I7>Zn+W`lu@CQAdXqh0zK=5t4{uX<|}l zdLEy`SAba$lPB}mSZM#&8>5H~6g|pRRJ^=Z_{||R6n}DqeKz&PTZ_n0W^+6Zpv0m0^A7>55GO#L z1(8CMqQR(N)}AsI#UzDFgzpI#JY`ykb< znDJr#gf%v{kLpOsK+z*jMWIY@!54_*g|04JQG7f;0f3xY;mu_wHR)S=J*wy9Sk^wm zRFtq4IfP*Lzye|y3Jphd1U{UW5P(im5()Z{SVi^GYoO@irlRaUq`cKQ8xW2S*^jVi z9EGeDI!8!%g=8wB>-StI%i4#Tipt;|li8En_2S;4F)2X8@Pu!!!AOIaA$HHmQAUVe zYOZ~#spv=@zRXGg8wq6KipPxf*yuu?$@It^VoIcH6pvw~j^IK^A~x%!I3D5GX<&6yTV^C~3Z=gV zd!}XW39~WbSEn(tID|`p?nz&t5KgUWSvy;Gd~>xplLm?EFg*C`7NWIkF1mEV}qr!zSxid7Pqwa3DW!ktIC0jjvb>PKUW!%R4ZQ5<@I@!-aFPZSMP zGt9L|O+}kj;Tj&6dT^W)^VMOx!26Gp2r&*UxR5r4e6D&N`C|GE8J zyPt9|ad&dQJHC%q%R>ulWMNIRPop!B3UdoiJe=Wh+EGi8 z>WOBz4&(*r9J3wY!>Z-6cZ2a#PO>Nn#Yf?YxycT3(I|f91`8PVuVVEJ?3MYB?_bp) z1&Vf#6mh7+@PqpsL!NE0m{`OWQ0|F?iMqLbY5go~WwztHShbQ+lfZxn8o6GmV~bcCM=Cf^>1u<_D8D`mdp`&ac#Pf+CoR&87de$_5j9-ZbzD16A*k!QQ;+%Z~8nTdsUbm#>51sA! zPFDTqGU4-4=st1)hm(iU6q#so`q3fjlx*K)H0{|Z^PP}?6}o(>ImK}xF$DB+_U9CR z;XmtRd>rVlCPF-rfs$eW>TJj7E7eMl`OKPZ`fxv>B)snQA;vl6lFcS&B-BE&N(Q#c ze8-iAMSq@YoW~>BrMNO>m6{gMa*a3=wir<1Ov4NlI>OXST9(Od#}T1gNwzQ(RpJ|@ zP9#DZjtIq=m|;y6HZvTCruA$H4L*0uRFa4ej?XC~#z8m(k%|nQ%&;j9mUzC`T=K1 zC@Gxigyu+zvIf-+Ort@+v}K9Rwy!po#4yCez)=}5%D{oXn?A{bJzdK$eniP6^ZeEj z8non9rjpQh!JGt#BpF;6fgK)h^ zoNjy>%L18gUv4VNN(F^0k&#qDV(sS01h*Im4R{VD5{Ho<@>&N<_NeRHJ`bs$f+(3- zn{LSgfYg_T1P^0|GZjomhP5mcRI7}ccXeQ_`aH93pNv#bK@_Qh;ZQh;;Vx&&U~!-r z5le5gMnE73#%$B$g$AGdQnMu~RMx6Ww1`w+5w8&LyQ&a|Q6du;2|R`&#*x<}-6o#mXkLuyO0-J0PXI-;a6G*I#qQ^^scwP4+pgC8kq z(!vjlYZ!ON3{-ejbHF=j9uo#ihHa$T_BvBZ>P9!%5U>v73zD@Fwo6)qwSsDw@I;T# zOh!KsN(M*a^X-dGB`0J+OX6##ri(U&P#L zCbKQuT~rfaFr2v@)j^Xt*@WhJI%XFXv1Ml47nyH9GmMLcLWXdIv$Ldt0z$GGoEj$t}-qK zP1vbnK+#zV{fNqw7y$G0%(hpXO0q)BQ5T~T{zy7HM`w`g;R}KMlM;25b`2fNs5dtP z3+CJBn@S4FA4hID7?>MmXD;zf%o`HNNS#`U_d^GVfjnzN&_2&pk_t!c#5w7qcQeEZ zfIKs zVkam*MM{WMK(c{F5%bc$qbRZeZ%rN8H}vzNFAd#0boF(5yd(2+SO`wd9GTfWQ%XNW{lSl?-;%y5y^eYWho*N==lXv~R{w+jclCGr zFYKT1AMf9#zu*0}`!)9gY7=g9&vzI9H~9a&L{1Ygk<-LWL(n;hr=_GQRbP_pDI*FVnokUKPP9mpCCy~>nlgMe( zN#r!?ByyT`5;;veiJT^#L{5`VBBx0wk<+A;$Z66^#cwPbbm-=_J}e z?L_;hooN5G6YZaNqW#lOw13)(_D?&}{%I%LKkX#@r;z(Z-wn=wefj(Hx92zI&&w~( zPv(d7yXH%|KjogteSYZap>Ga-V(4u{w+>xJguwAb4WG&HnZfT3es1ud!P^IK7+f%db3UmW<*z?}m(4O~*VtZ;f^s&H^&$AXi4ckb5Q^|=e++iT|b%Wao^ zKKsk;SF<0@-kp7U_Ok4X?9tiL{GYSCX9uY$_~XnYnfo)Z%Xpc!#1>3u_RVZdg~4B> zzmk41{igKG(i@01I4a#p?~u;)|F-{o{hy@n;H$_zI2ZeVqJOXclKUt33HOWcz3!cE zn^=SwxyQI8?oMvb`MvYF^Jyv*zS`O7obN1iUYP$?{_*@5oc#ty;2g}A{)i{zGo^b< zuP$9*IoU#D>uyTfrUNtnbdrQ!(OvlM@f0k~&|Zw|b2?it~m z1#mSBl@bu7*}JFPH`hkp(`?D=*vdWCzPVa+H35~DjJL==d24qsVI<+2pJXxNE>|L3 z(_O|oO;X~Xq(mBkd!lu-PE~N1SvQkL>n^o!*69N7ymd2xdxCwl3fXs;*f-Z2?p*lh zAZ*@U9KKlqchbsNQW_fIe<_CoL%e?veJ*>e$;o!oC^e%fqdk_3^WNm~}IN zd#HW0^7^_jv~Q+gA7bCETVuk$nbsJ$Zq~=5?wEBmfIDj6tit--5&P!qusdwstd9xZ zhIKQ5Teol4l56(ONUmBp>ti$bVC!Z8_n^?tz2hr)QRrqLa1XR^R>w&00rt(cn!CS! zvkG@}_p@)V*4=%rn}fl=j|Bvi;og=M0C%tO&ArKR&+yIuWVnZYv+gvz+c(o`cC&BR zon}}2W;)FatZOnE?xH3`X1H#~nY*(R**&W0<&3#IsmBe#-O;)^XrCRdn`JVrST_fg zVcEJ_Cc}mH&3ZE2-oBa1aJ%r$y~%Lf@Xh{YxWK+yPlnsrH}mPXwyw!!xRrg4b{w*= zF&Pe8KNL)c1J=zl8I}q!>C3Vzg`VMrMSXqem!W5T!1;xJv-zOF*!myDB3|v)~z5c?HdaXIy18 z-J&{6@2U(N&4OoK<=r$3Uhk@`RxjJ$Jy_aYUDXrb&3%3D!`;i>rty!D-Iw<6=Cbay z?oFY~!4&qA@MS$&-DqC!O-o+*vYvoCq07N^(GFkMePT=Ka4FvD=VoQqj0?ibsZ?*@8-ZyDJNwrW&p0?X>-5l(jTx$f$zR9s~)=OZ@ zzL_OZn8!tp^Ec~e0Ozmv&6;!XFZRty{{K9o zdFW+&p)AhtLNDV3&Tp-o^}fk@+PWFQ`AzudVBh5YI()ML&ab-h|2GN$-)S)PKQOog zJN{z>7sCJdh0;}}{fgfzZYdsIc%pDq;gI~#^0(xV%>4%bzgG6S?3=PDWS-C5lUWY` z-@WOx(*ykv^`B3d{fv95yNmM`=PGBv)VE*&IJocoeK-A&!~bVHe(IHu03(x}Sa9+f zXGk-X@LMuNVKi7oNNbC5Me;C0L8HppG|O9e{G2NtrUuyywGfFerw$|Woh`Dj2=tVy zzl5w!63Y&&j}a-+lNU<1obUK)S6ZkoD4yelpyEwC>$9L0x4rOMW~Kj>i8*Ffszf9 z*Q$OLrX=6Ml0^~|N)qANAY=x5lu*!Uprjqh>?d4lC5b1m5=+LLlb0=-+62@QOGm64 zF=fq(Y0_lPKxRW|proH}rIj3+CeL}AP}XKuQUa@lti#SQLVhh76=StY!o%Y}kDd{O zmh_XYw30;1LL@|#C>j66z7ax4b}<}wwF>5iOyO&%!-|=&;w2}>?Mqw%=uXqwVwBbp@$|gsNGZ)fF;a{7iu5z3_wL%6; z`k7W*Nn-tkmZnKbRlX6am1Gq+<-?O4S|?x)wjDFUC3y27O<}&{=UHhbCy2-=ew#Y7 zFcgVA(kN$n8^Xr`xdoqxK}`rZ1a7b^R;Prt zi0>5h=0+fM$Ir3SN)A(9yh$&C?2|NQf>0%+fY&Gf4Z51Ku?E8@PF^?xaJJ)9ooXeg zn^Qz_Gi4BYNmyC6MJ%0gF+i(G1Js&iRG5Lsx+QxFmGhm38K%~1P-q@H&qZ|-ym@KK zDw`mym>gQ-6^RF*4u#)pd3vP{TCyGrQyU{ghOHFynuJb{lABGyKEcv;ax1FD?oCaZ z!S#kvC2zh{GnE_}AE9HDlsO{vIN`SpoJsOiW+v+dI*tyLNOpmGJK(dk_Uv8B+8#iAN@Jd6S%vhFd6z6)h%?Bu3p3Z~m)3??Aark2C{qFqMda8K^-lOL zNwRz%Ax3G?666fQ85f-=dq)>a=xk>%^UZ0kDY%76PJkKcvlO%}~2`sq}!iYC2E6yaEjK{HgD+Ti;wdaKpMbfVr zj8h~SR2wlJJ#c6QO73PV2?ZR}FJ#cuqcdy>>axKgLxI$O$?IoIhu1VRulc^Mpe1)T zm4pBpqA`fVczHgzzsVv)gN#x(9^_xo5Xl@T&)yKcz*KT%nw1d#QF1-x&B+&IbQ32H z$Ask2PLuW;)6va9=FTprJYgc5Y%q`4po?U!g(6l$n5i=lXAu-Ywc!w_ss7x(K<48* zJBvKc9abHKU8Oh$!x+}U8rbC4ioxs zI-{_OOZLn-*~GPp5vao&=7>>NwRns|QT3f2%~u|WViwy5QLGSj9*hyP!y6<$K%EM6 zFT76XKHm@;eCHiZCE+N*!XZhT0B}0@sBr%Y^UW~1Yb2V^(K^J=F-p;+A~JVrjjhoH7F%0SWg2=ls*&MI21y) z##9T=Gj^ymF?n244lCS}3r!`bAQ6N{lBoI-)(6HT6WS!q5^OGE-V+k%;b`K_hzJc@ za(h!r^46L&!Z`<(6?-ZenMl_s;f}n|v3hkJVv`VUrhe&am@RC!vz@6Ve34D2e+c^E z4V8@=nHiX#q@#>ZG+^F@xgf435gI7zGn(oN63V&>XpYIjo)oqd={^(C6hJ2f-N`hp z_pq87JzOanxYLx-uKj4+dc}I-Cxw?44kKFs zj{LE?zvteXJ2BUneSh|}Y%%jd=G@HI=})CEOz+hHaQ_wkySv|TuY&>bG3Q37k@{)s z<*CE_e${u||JeTT-7((@0RC5q>K${5v3jCI#losV^3u;aT zt>@=%>DHT=gw$sY_X12y%nu`s6NowZ3qsrpHl$?FnqNZ;jacq}0+-&~%f1HA;}&E? zEe1=InM`(T`1ZUp;x5#03)yp zpBs5*ac^!~?xEZ*vg+!S!r=os7J~)b6P_hZB_=-@@W`8PgbW(}(qyBDr=3vl78VB- zsl#LuvhijwE_uGpDx?XKb}bVSyq_^GiO`@WL%Ca2QGoLdE(JJxkvA?3mDpa;!jW@C zYVzn*!}J7bB_l?0D0d648OmpntVJOR(xPVI+L>UbCed}OMRE`%#UXpMCp5@{>x6Q* zAX&k!0(S%^9r8$}6Bv=D?&%a#^4bOsJtb!?Pb z3ZWz<`LjWCyGgCkl}F3lR?<1uO9*-GeaXN9RGQzVuaDb0;;hWN0M zAjyW8EgQ2%ORUa#p@EWTnMyW=WV{J82POzD*${?8SoJVPAnB+vZ;~SyBTu{010~Ni zm4ugvUL>i1zN2fJFD>+O{04dFttkdhh@Vb>9)t!;o?$8p&od$+`Ct!;4`f(UkXsCK zj2z5O%vWaOsFG2G=0zbT@!qnsz;;KfBHM8Gx>RRiutU-@1&ui6V`BPH$e=mhRC0_R z-ZTt?Y@LKm3L^}P7bsMO{b&Tfd2Bh;R!}b;HE2#Vm7E%d%U$R`riE;u-7}N9baXs& zc+bab_-mpoMA)D?)l`zX8d4w{k!F+6E%b5I_|fpZLmrA>BgQn-nKFMrC zaVxZ%7_L<|$e2gu_ELm}T{$$5qtg@};9$de+pf9gAAyHw@e|EgrjJlQ0G2OG_Rtw6 zE1b!L)bJTNGASIwR?TceLufE!d|p&NL5_~M@RVYE2%|N_aDt3pY=07RYb~r#m|;Wt z@LFEPpjm1v$&A>bj0C&MhHtV9k>d=e+%)ODLM1T`O;^mDbIczoId8UPgLR6^E3)sF z&Is$Kv?SeVsyYf^5JyW*a|CK7BL>Y0rjqcvjYG(cE4M0CadH^MHcD1TobaqRQ0<#@ zg&{Oha!FXp>UeEJW(YZ0VfhkfDQXo!eK1j-f*XedEHN(~F=*yYB}XCS!Z!%%l~4R2 zbyvpauhEfl9DQ&u4^PG_X&5w%O(i)(ATysC497DgP*@?E+%RWx%V2y%0Y71G$<<5S z2F+||Hl*YTbz3-9z}vw}3ll6hyin!Pk2s@)-jJHl(Ki>NK}#NQD#=HwQfdSTE<}a$ zx!LZGVv*q9gFt(R6?WL1AOj^;w1N^k+d0lul3F!&HqH}Fka*fDSm4vna4^sq6P6{| zOhbjB455L%V@-L`Wnh|PrNe-Q{STW9J1O?jaM<9tsdB6uqLJ3}O!}~6OnLB;LX?IV z7fHM{3}p0imIii2 zWFf+G7AwzQwWduaN7yS1DHHuqNQC`@Grrf0b50>)XHAQ1$sWyd*ZzM+nEx+q|8K(n zf1+@6VIu$Y{Hr+s|84G$+)?oV-JM;M`4{K^r)F~L2huCk+YpJrwtpx0%kH&=X?>dt z00*Uh2>;(`-;;f>=vnvww|_16e1Gi$-J5oVzYE{rB+OClu;m-@VIjC+2#?p;BuZ5> zb7Q9?#w74aeT1c+@30+F0^u^68s-dC783eLU5K%3cuwHAV3*6zF6>(k1X^3g#h&l6 z)oQ}pLZkZy9fZ$SD*j*!F_G2bXMiqZhPA-xf2PzxP2Xj!)x?a14n&S&CYf8LPz$?m zsWQ{VU(3=x1z}H&Kzp;e*z3HpcsJJrF#OycGhCgcin0=>sUYaNtzEU zfE5)t0z(k9nn{Z&L~07au^;>LfuXh3^S!rPP0rug>o9cT!9|Q5X|jRGRZk%p+19b$ zF{iJdn&F|h*z?`DT21PqL5l)i4gPcKN(4V(zKvrULGs4r26Q}XYz<}4SPv-BJ>PY^NQ;AR6SHarHhy8*7VsU0oV0Pv7sD|?zBSebinTvBzVsAG#=lPynEfKdq zr@qvdflrz}1l-)1zbtM{Jl}1rCE`uRoJJT0w-|sdP8e|T zhT*WT!q8o#yqURmG9(83oH@^T+-ivvcsf|-;1Pn9hjzqr!5@b)%;_`7P<-W4b5aW= z8k>?iZ-J}=S|Zy)<}aFX%s(3SdBR}omlA+ftiwqf_LdnE17mg0+s2d#4UZ6JPAuX` zhA&f<0%Ssb4UG3Fcl7S-p`>P^BM$&(+z5{SRn;Uq6!2KL>5hv5E(%b&U{0#6jK?j zu$Zl~b)@(fGY^NkA@?mJW#S1>w@bW2NF+|d7Db{kc-hSlvp{lQEe9!5-Gly(PsZwz zh_p<>C0^bXDJ*R;c?xN|xJIEm5!o5;T%!EytC0^PT$*J$; zC}g&aT6iV!6LMV78MB<rXV4ZoB@ebQ{wnw z&K|)BU2n}qzIc$n5cEse6iNBAk%?yWE<0BHZIfZX-YKqdXGuG70i`$`6 zo+BdlaSG?@qr#NQ7srhW#Tvdx&JJ->Ohe;e!#)}}*N3j3#}6=9D$aW;k*94Le3p$- zp(&>5AG@C!7T8I)J@_Xm=>^|;4Hup9ZF=&$!Rdj}K2vCe_-=eDtO!yzvs-Wh|IZ?d zmozC?h+jK&_NawgeSNlbgZbtoEjBD1hO)x)wJAM@C#A|x6-I6}Wv@=%+!#%JEA4#e zdQ(ZN9Z}H?cMslLy3izyvlHTwn`9(%0>H2eajyqThDXnA=Q>l#7FE6KQcS5T!KzG` zcyXm(VV&~WtVmOIF>?YogzA>;Tx%-H7r;8 zsoID=!b&zuG$Y=#7sfNL^x9fgfC4MNqiQ}Xqa^DKPe{{ z+6)Bp!mHS9=Q2}CPBURN#s0)chLRE(2!lN}#VMF6bLI(mtmj$R_CqnF6(=p}MGdWoElULvQXm&obp zC2~4?iJXpJBB!I5$m!@Mayoj6oQ_^1r=yq1>F6bLI(mtmj$R_CqnF6(=p}MGdWoEl z-swp!OI{+UqnF6(=p}MGdM79T&hkVgk<-yjF6bLI(mtmj$R_C zqnF6(=p}MGdWoElULvQXm&obpC2~4?iJXpJBB!I5$m!@Mayoj6oQ_^1r=yq1>F6bL zI(mtmj$R_CqnF6(=p}MGdWoElULvQXm&obpC2~4?J0Xa@jEh`;a+OM=t@gK#fieD~1 zP<$i&d6yK=E*@VTr5-?`@ND5ng+~ha7G7WI6xJ0^g)6XHSXk)G|2qFz{?Yu0^6$*w zmcJptD!(K@n%^yVSMH^`OLC{fAGj#DAp5WEQ}73VFnd?Flf5LnJlo9fn_WOO!c&>A zW|Qtm6}+&$c~EAEy5{F4?ax)tZtsiT(8EOGx@ za2GnKjuCh7{w42j=bXxkx%-@4JY~g2>sGjbmWwA7qU}Db{u*}wr2cBS&vgH)PPl(m ze~r6;P=AfOzgK^axW7|>4ZFWpe>L2v)n9e@H|npN`)l=A)%}&Ia3#TAHTRe5PjvW& z{&U#5ek7;+E#o%1>V7lKr)2!_H^S6OKH`4ezCBRjYxeCzmGo8nc74X+e#O2W#Qk#Q zcIEANzZAJ0a-}a?w+DWA_fhM1LEJAyZr7wjk3?>#Cp>Il6gH;MM=nCf^ts4IxR^d` z|C;t^yPvUd2XQ|gxm|y$H zay!ID58AiuY#;X{_U$0I*MiwZ1aw?j{s>%U4{u=86?pmDLT)E?&8EcGZfN7hkb(TX&J% zu=KLEYp=R=^~zOCR;*vMy&}e2di>PfcH6l7$qn<(`Bj&$T7UV)tJiO9X(bA{Z;WWA z`|JOE40VdluN$1UU>kQISpww0WDyX)y5NS^#p~B>qh5YVKnJ+>cJ9IQZr!$;S-WBV zinZsg+G=~ZCRdMNefIGy)~uRewX%8Hh7GHR%I=79dFG~uNyLLRPpQ{h=9>N=-aP5f>bO%9vm?BDIv2scUeTBZ zH?!_vr#R2_c`1u~cXxAb_-23Azs9;ItN7LSH5T!!ETO@2eWi7?tkzf9H|r(oa{FdR z!DZGpS*kZ!0)mzLQVR$c>h+csS*I_tZ`RB7I{Ri;>5HwKgGG9+b+fF|7e#LFrpCG# zMsBXUYpk1t754(`<_2%R+PYb%in`}pHv_omSvTvHP4`^uW&n3p=;mJPq`NY7vk$oE zST_gj*xA<2vW%^;ZVpzl|J`Wa#Xvo{@4mjFcMY8~N$dl;d+w*EW(haNG|!^Gc8y^ zU}Z5=*;I6Q&#X~_6^lJT14{>E!*(I8bC9M?_@!+Lrh$)yh-^Y?iN@pqLLqXdR3&h! z=ciz4HA!qHoSgv6kzvAdi2NYEr$uNxsqIr$s%b(yWXAXe0(CbG)bw+(w3>}^awnTo z%(n*J((o`Lm(T-^5u`#{-pQ%4DWZ0b_zy#>PG?){`AJw>O$yMDj0#B?G>H<5B+ONH z0xpRps#2|-%&rMDbSMz0&A32KKMPB%N$MU6PSE8|)rGrBGA^j43KhmMg`yz`A`d$D z8zD7lO+O7wt4Wq(10Dd#FPg$|LU15an^JmrhB#p2a|m2DN@V#rcgoRE2nxf09=3k_Kp zWXuugHbQA%I8WjP24-u}ntnQ#R+C8I5!khebS80_=twF0E@_-Zb&U{%StF1!?&U>l z(3*ZemR6HI6+SendjwJw7D*;Q)qQEr))<|kMtRq%EI$7qVsoYth6cbq`IR|y)jDN?nXyd-ox1eMka)MSto2@E@paG^HP z89vZvCYZWGnunS%Pg*}&43JDf zTY}UvGFQplBn!Vz`Z$a&H3(bcz7bLbHD73|3765#2vOKjZ29HS8AsH_W^~R>3flxx z-__X9!_sRekuUZRG1aUKJ0@Yd3>-hLiq1|-49QxgQ}ILfF(OW5)vVP6H786p>rL`? zg&m@8fN@SgbT_`@_Lot%7nBDN

0)%s@iGM9g$f7;_{3qqCC;x8|s+CS*|1 zlM$mWd}0!o?^DY7%O=?mkO@Il6W5wZ4O(-=RCBCZn}Q2X207C&p}-P)%GZ+IrRfpc zHGUgY)db@~YYv-gj@MasXUO6qGMRBCxxkZ?OrvB?j6&SPEI1O|H<22s>9eBhd6PX> zl>`|+y09BU??lA%xNJBW;xIkHix!G74u+66R01{YrkZ5hR-t01`5=NJB$#mo6(`iX zB$L9fGbx=Zt~HSw2&{z!l35KCA&JXAQKnE8H`!bwb*j}Opq$9%*v{T#gI(%X&Cf$B z42ecaAQ6S;8-ue2dP`U**cd=|Ji&G=cEh3FnSq)In`**n$r`~N4DF<>^I z2K!hN*x1j+y*E;W&vTHeCZW^9cFfE>Mq1`@gM?Z52ncv@kPFR@t~wsS@LGhhi@imr znhoYOGFM;>pp#0{8VLk-0`w;)pc!eB83o5_teVx{vUZ@UrtoaB=OrJkCfo^Q!kt8Q zdFFTu!Ot)q!Ko7`P`ht~);z#elbr<=%&>ZqcPbMxvl2N4kcQ*Nn<8v`Y&sOP9rR74 z2CccjsU|Z6^94iO&*Ea2K?({fy^F>$f12c!!u}ldd3tW+K+XM3H92#FiGYs|#~iCK z^kpQP(VtkIV2Oo1Y-}uM74oG9YVK>QS%t`n?a>UIbm2y=vtGblOhO!aH#JdsCX~UY z-n(bD2WswPsyWt}tU;Q^zKHmFNsnS?ha!bs2YPKCqA+qwqTk4u8mPIqsV0n3buv7W z0Amm91#6EmWs)mH9vfqRVx$$brXw&+47=Fd%T#k59vN0g)-e)M*|SS>@3=` z`{Y{2SU|qiK+Qc(HOXFSlFv#$0_jFfl#|$i(@dG<9gQ}G+>VYE_uiI0Dfa)~>8ZY< z`-WBwZ9Dks!OI4B8~DM%Z3E5H^QHSa#oxR5MDh0G37pq|rf_XxB>%ho+w&{(JLbNf zdqwV;oSS_pdquXE`Az1nnKLux^f%HkMc9A-{ig-~(*pl#f&VjFV8-*4+bZ3+-EjoM zuU3t$`H8BZsLW20Jz@hIhq~BxlTbSan}%*cjGEx5JwKmqp^`I-;|T6gst=5a`-F-m zm{)Mp&yepm*&v&d^khB3`@u9y%#`P+v2CZsRHxXaPqASi5$;|J1wcC^e2vuE5Vm|O zWK8zdArL1}#?M>R%HU8FUQj5*DZauE5ck+PJcIlX+z;f!3DJO7#t-5Nl=0Kmv@&e& zrt$o+p=wArc%1}$xVYfV7!~T`Q3$>2LE@hT00mNfLRc+@y!;u64B0zjw$d^r9j+9P!(T=@5-*aiFX+S*_lNxc!prjsgA&d zW$2eVUvJ#mMsmf%eEXUJM8h%@hNOZd^@2x>V2b&Oer{8V28vvJ3{ph z+J)R`$e!TTgSod3qY?~C!7hq7>V2aNO(}F-c#R;RzzfDEhw3+w%Hu<4!w8iw4mFr? zj5q3iqcx@!@*`U?IMnb=K;jIyI0V8NR*Uc=vacT>X~0!rNYO)J%DW&Wr4CyoS?r8v zp+AA%1}S2wLg&PI;?MDa{dVIGj1FVlQ=NqV0yPfl-EhR>?t~sc@VEH^ZNaEM&lJbR*igj<*NAY~*GH$Jx2%(l+iMua1mkhqJJ%G0?+h+jTD6IZ$&ML*o$)Eku+T(& zXILBHe$ekEV)VzJ_Ewo*u}MaFqA}${@T;tN>dDU z6*acNP`u&6l_`RaG0p@M{V4`BLB$c0f=zAo=brX_B30eQ!lXV)wSYxzr12n#|9(<< z%OM1S(qM8D|8?Lw5p8;3%I8njV#tukTaB?t#Tc3KgnDWMB11+f<)Nl25zw=u5ED!g z)1J?ms>R?)h1DJBIRqzkK8zlyHJEV5ggg}EmZc)-HX=rk?P<>^O4VZERida3c2cb| z!3T#_m_q~X5oqjS#u}%j#JJfufmeFk^Qlp_7|vKmAh8tZm#~h(*oN~<2tDzoQDuj! zA5+1aBHHwt*k?r5Vn&$?jWb`*UJR4)UYi)=# zY92+0!kuIK@Mb)p?o_|u6g*R7G8fO_x1PY*J|zsc{&6sK(gb|7A&QSs%xs|E ziKcqvvmD8a3O-+~ppDRiN*`uD!5sOQJq2I?&{)nk30U@>M|krEfw zlwx9PPP56wqcV=~7&7}{1WNlMEQr+&)bj~Vb?Y&tneiAv5RUP}oVc;0;oJI7&aoEN z8bXYeTA~sr_Wv!ZM&HmchQ5ps;I%_99y)hucBnB_8T|L)&j!ClM8NHX*AK27Ja({3 z zzPz}hcxv&;;@-tl;hDl?g^w5BLM6d^S{r3JO9!AoAO@%qWseQA^BbN zncUO4Z{$9lyEE6$t;wB`8_VsCm*H30uVo*|zCODtyE;3U9m(#PO=W(O`EusI%xg0@ zWL9O4%hWOp)BjBWH2sD2`_i|iuS%bho=WdaO~PmTzuW(@{x|h^`q%U?=^vpI@4wxr z+%LHAbzkLP<(}bAx%;{U&L80`{D|`gXQQ*qImS82*(UW|>iemWr|wR5QfpFkG*Itf zW#d+vK4(#?ukW49S6sU5)WrlJp0i=q%3W7%a4Q>!6!s1qOP4ne3YPEdd%KNQHV&xA z-eyCHEGg`*F<4PyZ?UmLWn)2MZ?>^?Wn*4pciR}hms8lAB3OB2Rxn=SE*qxAf~{Fh^mpv$0HNV@hFn*ciI>DeSd2R;b*dpxbSz zRJmS3|7Amk%5@5QjSVfRT&tj0+t9-DH3HF+x7kqTYW2{oY@}4VN%{Js#Rx47yE2GF6UF3==@}e$sc@#Oli(FGEk^WP^ue-bKB$JdZ27n@veHHt zEId|_eBU`XQa+~p$k{fKEg#)QR@lgb@=;ynEE~y`TU~?^^du4P?ucUF1|7amz<`kyC7BLHUR-a&iiyUnu+44bM zh~h+E#ji%dn3h5HGT?`zsfdEf3MlQxho@6$z& zw2}0}y}QDWu#xg!-A4|$0k^zo7dgyEvgJLx$e}ipDevAzUT7nQ@@`$^5F5#qckLn* zHj*vBpo@&#$b#}NU1ZEg(&e4I$Y>PVsf&!*NVdFV7a6vZOnHYc(ug9JE>e#o_*n5{ z#k-2_;_BjTu~yu!@VCMb3!f^yweXU{MTHXzBZW%-pZOo>KSzH5%kr1xPs~r`ch0AB zKg)d~_ukyCxyy5><_^#8p37u^O@{yd+1s<%X3xq_XZOnvWd4}>cIG3QH)J+q@gI{} zMBTwZr@xneD1A4X{cF-o(!=ESKi~gk|7ZK((SLLQy8dPT74Ey>Fnv`QctJ8mbyQ6d+OTMS*d9n#QIm+#Gn*YG!+?@ znaU=HrH@6%rCZs=!1S@m$V^u@F*JQFIyNht7@R&99i5d;3{M}6jL&Rk69d%8A|td^ z*~Ad_vB(%j7Y3=1MMi0%vWa2pW07&Xpt6a9>SK|SO1m&reJnCok;!27vB+rUImWAx zMFuQ-GGcu!GGuu_#;lJ;1}!ofwLTUZwtOSTt&c?pF2Bdn^|8pm@4mH-q01Et z+selHy~`CgWMieu#>*5oXk&QKHYjYs#`wKU6;`sbOnKva!Sa2nqK%a|UZS9a4OKR- zQxfwwyp5sf*$VrIjp4mr zAs7z3zuQ=4Bc2Z#mwkV;A({o>hmZZ$#&~tSA3pXM8{;|rA3pY+jb+Ol@qqZM{Mp9J z8*zd7(6csF*@zFsm-r_eqQUTj_}DWxMuVNKus_-uGsJR*{lUg~gOe2Y`xxv*h5gRP zkhx4@zqK*O!cxKb2v6HsW#hbh>^C-q$P*OyYa8SBmMH93HpVN=DeRXv#&e4m_6r;1 z!_F$~=Qf5e$1Ch-G1zemd&$v`=O1Y%ap=?5Q8-p_PCAFo|6juzK!t?xK8}8`#l@uIh-dx_Lzd_Ej6>GmI$gD>jDAVTFC!#(2Gk!oC!P)fM(d8$*|x!XC9T znzO2~FW4BL=wO9CVq@rXkis6eF`iqbu+PU}2P*7yG1vhL`>c)e4*M(YGd6}U`zh?x zHpX-ND(q7>MqBTruusNddn@b{HpctyrLd3N7{9lt!XC0QhQl5T`ez;|Pt=_mth&_W>K@{gmC;_kJ7W_mth&_dXk=&6M5O_ud#x z*?oQQu`zy6*?oQY*cjhP*?oQQwlRKB*?oQQvaxK}{y*ryZ~xB>>^Cq_`eW(arH_=} zP}*2pRXV1$sI)aF|KBfuym)u9Q@o(KxL7Z4U-&ybf1fG5z3|e)#f7DXvBHk|f9HRi ze>i_n{+0R5@~7kv%kP#?=YEy@a_-*TYjRiT&Vb`@?_44KyX-eO^S>i|efI2ZE4zPo zF!N02JDCSFcV;$a&dnT~IViJD`nmM?(;xTk{|nNK)AjVi{(tm8(f^rP`~Q{hLD-uW#YejjvR>s;roaAutSoPpFIQ{PTKn7T8yDRpk@*wjIm`LF)7vRU=^RHV13 zE1OksPepn=nCk7RNN>+nHmlyAis|i}Rc}v4db?ZR?DuvojYw~=Y*w8;73u75WwYw+ zsYqu>71h~Okzj23+IpxiLGDp)aueGttrW?A`cj|TeSbvC5`v)MK~V5FVkc74|9{!CkE3Fj&=;D9UNP1jNj7^j?Fekduj*ACL6=^s2v;| zZHzY44vrVw81JAQ9H|>(Fy-J#U2kKwwQ_KzuCp<8Q4WsOwKm54DF;XD8XH3w-@(Cm zxZ1|}MrWySdzFnL^GtW$|5QB{= zY>AE0BSsZAXJg15QP^S|<1-8^Y&HgKDC~F}qh0C>JI=-!vo*o!fydfdWs~x6q>izn zg_TXpzmYoH#!yrFH&RE%V9LLdYS|b)SNS(mGd6}y<=;q6+Za=l@^7T3Y>cK>{*6@A z#*nG}8>vYfqsf$iBXy*W@tpE+q>ivLo>Tsf)ZsRUF3P`=IxGfL{*Bb3Hb%QB|3>PC zHik^)-$)%|W9XtSz6l%SIc@Qc+ZaPdTYO_Nn6~&vZ45oN#Wxaz`4%55^stT5<+aJz zurY?8Hu>r{wxDbO@AKcc|GVe^arXcBiVqdv^gn(6e-csuyTH2t^W3Ax`TridZ1y*t z|KFGWuk1D1GqY3KeX_;O?=#=bd?@oeBL2_G9F;jBGnD>Q`n&0mrr(&}oIWpoT>9Yj zg8sks|DgYq{cq{NvHzm}6NvY(xc_v2443~q-IuwSxF^EQzq6Zy#s5*~z0R%9<<6)>E$%1>g7(PmuJgc{9aCTMtXT=i}GtY zHG2TKl`YDz;Z$vmFRT0-&cQaubIPyb9Asm>g7RxPi)@TnP<{>PKpW%tlwZR+z{dCt z%CF(@+vh2LT#wuIV>aksH zh@b0M*v>Y_o4X3z$;NojQP_?)#&ao!?ON@3gB7eMi&JCwzW5`s_4X0>hyt{I4I0YL+PvzWj@-~JGO*uE5 zoQ?6Ea&9=;7)&`goJmB%A3!ZZ_C7* zva!nM^VDbWvmt)&+%A^-w~g`Ys}%Mx8>7iqD(s&&#%DN3Vb9wbuW+`){$XQ$+7$}> zyNx09EQS5e#(3^bh5gmWc)v3g_7@vVmp8viFbsm{Y^<{RboJPuZHQMmO<~X47;2uX zus_)tz4{b|Jrjdz-^L$pjNj9~jX&5Jzo&g0zqc`(Mf)~>XJa&r_HFz&2J?LzY+#?Z zF=YDA4Y1$X7~MsCH-2qnyu0>p{3-_1-i=?{7{8~z8^5qI-d%e)er{ttr@b3LvoW62 z-i@bhjCRr9ji1^W-$8pfeqv+DJX(F*AID%vDeOrbV;Hp*_Job0%Z$Q)6oXAG?1whS zyH6?X2QgSvVUODwzc;C{@7owMk5t(AY>elQP}pNOMxQubVc)ee-u*CzeaFT)l{r)} zhUT|ztg`uq>alOx5I=W_!oF!^e4+`3eZ$6hPP;e0Zew&^?cVsBjnO5vd*iD%Mzd)5 z##d|%ncBVaWgDYew0q-AHpcI1_r@1(jNkL!8w|}yZH)KR{*5o#8116{8;{r+pI!Sm z9=0)_)BcUm+ZeiN|HkKRjCa@mjnCQ`@2CA6pRqAyYX8QkZHzWkhF|JaF_<#^QlGRj zeoq;GsZYdUzTroEemn+KmS5^28$%am`K3N)W4wd1{8AsaF}{(q{8A6vSX%7=m!$TO z+W+anUk`qT?ElvcUOjjwb^rDqEDii|;5!2!9k^?tJ#fLm+`#ZarSz}TPfL%K-c!1@ zbOpKplcl{&#o`}|-!48#wZAQ704y#xisiyT3qL75T)3z3%EIN;`8%A<{|r_BzLLK; z{~9U^oRM$l_s$n`za#Jef!rOr>vL!4TDkpmgV|@Y-^o6hy_2l}bF;^056W(nc`oz) z%*Qi#Q{V4`%;HQvvwiyS=^v#(oqk*Tru5qMe0ns!1C{-L(*ODXclE!#e|`T+{fG4L zLOs8qyN{Cbe=89Hr@Du`ySo|Z*Und*d!5%fS374oO=oYXkosNf8>t6UcciXQotn3PGl7DoEimAWE6m@QQ$;I0hk&EPGl5- zsZroWMgf=_1x{oXfT>a7L`DIa8U;>d6o9Ew;6z3Nm>LC6WE6m@QQ$;I0hk&EPGl5- zsZroWMgf=_1x|DnRNC7A@sY>~skF8K29SgQXO9M+~N2Ag_<eJ)0 z_83gNK>jNR(=L$L#9-P5^6D5&yFhM>!L$qHRWX=$f!rE{X&1;VV=(Okxg`eEE|6Em zVA=)p@)%6JKwcJuX&1=NF_?CNyfg;8M18-TVz6}zdr1s-vBGYQ!PY9wi@`2ZSSJR% zP+{#DY>mRU#9$XFY;z2@T49@Fu=5qRF$OzNVK0us&Q;hAG1w}FT_1z3RM>Sf*f|Qj zHU>LeVb{c9D-?Eh45oY_&Q&p(@_{&4#$d_^;#?7f`92WVqst>$d5iA^!KHMWjg`0f zJ`kV{QOI|J09_h|d=CiF`Y7Z(K!7fZLcae4Xk8TY-5)>~M`OXiZi=vS4 z`vAHy3i+-NpfyqG1o>z{7et{Y3R)e7<`i^(6k4pH^P zzN3Rrc}f)W{Tx6iMYZtQ_F0qvPJngoTWBYC~xt7 z96UB}W0ft+#o?S_Lp{1>M=Xe{- zl(+aE4pceL#>!iK(+=oZ8>(#4mfbNn#PON7?2fiEG|`sbQ8vb5khbhvF_^aOW^4?Z z+OnIrF%FTmWj7UrY0It|!Mf-FyGHH*|EKx?TZ-owk1tk>+ZO&>_(9>5@c!LcxUjIK zFkC3-pU*#;|7`vp`J40W^2_q$`JM88xuS5dTj>v{U!Q()dS&|P^nvNE`k(E8 z48Fg+`nU9--+z36wSQapukH`rPr7e$Z*(tom$<`j*?Hc1()lbE3U7ASIm?`JXD6pG z^;GJS)IF(NQX5hyrw&c+s*V3j$M5&4J~z_uvz3nO_->@*gZUkw=OP^+O!a&>((}Po z&vzp|A58UpH`4RLRL^%KJs-^P`REeq`Cxw62a9xlFxB_nNZ$ujecz4reK6Jc-ALaD zQ+?l!^nEbZ_uWX}2UC6Djp_Rx)%V?)zTZ)O-;MVDN=JD$+{wtesC1N9!#y$vQ(g`C zh!{+HHQd8vFy+;74~xN+SHnFt22)-Q_k}T-@@lw;#9+#+;ZDS0%B$gy$6(5<;f}>% z%B$gy#$d{;;f};$%B$fH$6(5<;WlEhiY%z~&w312R#+_tTd1&V47R<(4vxXLQ`kW< z*tQB=6oV~L*nu(FHVQi+2HRR;`^R8gDQv$OY)E1I#$baA+b0GaP}trvSV>`f#b8B+ z?HPj=6t+hUmRH#BF_`jdxVyz*%B$h-8iOgXhWmmTOnEijU1Bih)o^!?!IW3S-O0u> zm5%aixI4yR%B$h-5Q8bNhFghZZROQ~Owi(0%T(IRtKlw;!IW3S-983WUJZA<7)*IJ z+-+kp<<)Q(#9&vc@3&11cBR6$j=`=_*j6#vVCxlD zjKMBZSRn>mr?7kscCo^8G1yv#Wn-|56qbp>E>u`L23w=B{ut~6g}E`G@%VEL=DRh(o{hnLzXsT!Vz5)X-_Lm_20K|{e~iJFE9?(3 z*hvceeGGP@!hRQnEmPQUW3Z(PdpZW2SJ-c2uoD#a>lkc_!hRKl%_;1cG1y{-{UQdN zRoKsCu;Uf>vl#3+g*_F69jmaP#$d-N>?bzHiInf@;Jg1g2J>AVU{A(izOMu9i5Sdx zc7XjT2J^igU_Xq(e0K-f4`MLi-vRb`4CXsLz`h@Y`5q6j@5Nxg%LDAO7|i#1fPFUx z^PL`G--*F|uLs!w#on36Nm7(~KeMYUv#Ywgnj405fPrCvg3QW$I4iTN5IN+&5fO${ z7`g}KhOMd|@L2D4)m3*F?_2S9JyyKY^WevL$@y>U3pr)U z`ETm;Ic3TDZ|ZY7Wy$$(>a#gz$@y>UKXS^F^WW5GM#>&L|F3fXzc-oRrIGo)^O}2; z`CS^B-;^cuyEHPtcVBaFGQUeB^P93{ewRk(H)YBEE{)7@%98nA8kygeCG)#9GQTNH z=67jie$$6!ewRk(H)YBEE{)7@%98nA8kygeCG)#9GQTNH=67jiep8mr@6yQprYxD? zrIGnf*^++a)7iOC*^++a!JM)s{l=$q%9ivSpUf#+(r|zU z8z0RnThecQB&Tdizwtm$*^++a!#QP3`i+0jDO=KSd?=@ENx$*IoU$eT#s_lBmh>C% z&neqKUO!9!mQ%JiDSKZ|*?vjcdvnV6P0HSrQ?^f1_U@dry_2$c<&^D}l)W>jY|o_Z z9XVxdlCrnwlvSLc*1={H`LQ?{hvcx6u6 zl78bAIb}=wjr(%Smh>C{np3u<-}slDvL*e-Kj)M!={H`UQ?{hvcv()_l78c*Ib~|{ zZvQE#Oi9XKGFo=e-AUPtvt{))_uQ3~y(p*b&ZO)gbIR^W%3hdLc6(Cx4>@JGC1o$j zDZ4c(dwx#YElJt)a>{N_%AT83_SB^8IXPuFC1uafDZ4Q#dsa@_mZa?ObIKNyvS;R$ zE$KI&kyEy$-*|dX*^++aX*p#}`i*;Y%9ivS_vDl<={L6Klr8Bu7IVs$^c%yRvL*e- zAX`>jbI+1~qn}f@q~G|voU%l}QMx;)EYWY2?#d}k^c$r+bIKC^M(K{6vP8d8x;>}t z(&XLVmQ(hmr0mw5vP+V(TXM>tn3Ua|Q+9Du_SBrRi;}XNa>_1D%5KalyC5msl2dkm zQnrv&c3x68pHp^jQg%a5**Qts=A5##ld|h`%Fas4uFEMqGbwvYPT3hr*|j-kiGHJW zO-@;&-zZ(3Q}BSCHjrhl{saJexr0nPFbSgC~e9qOY|G1%X7*S{YL4soU%l} zQF?MtS)$)4U7Ayt=r>AF$|+0q8>LHf$`buX>4`aIiGHJWaZXvH-zZ&_QKHg0WP+-NrrYE)-`Is2vA_sqU@_U_rsW>1(sY<7qGqxFYq z{Mf(8M&Pj#cx(h78-d40;IR>SYy=(~fyYMRu@QJ|1pa@Iz?yrPlpKG|9&EHV_bw?p z{*W!x_qbOoIjTzO_t~;N?v*+YiXP1tt+{te#qqmrk-p~MB^AeSvt^|<_b#b8ev>V$ zthskd#qmhCj2vZ)M9EmL>hhH?w6t=aPQo8`&}$|L*|h^~&6{=Jss7wqegc zFnenK8}+M*<3E_$q4x6HVb%9myLjebqW@gKRoAo^XlpBPt{jDj{pr}%Upe&~V(3q+ zFHra8NB)2QTj*DJP|lt@P^~J}HbDDqsCvE^+LqU8w!N^`v<=^C`kk=dw0t9I+ue@Q zZJWx|PuXd=^=`>BFXBdbbUp;@* z)t9fmbpEDIn{V2((4WqN+GZ=X&8XMx`dvVSFlhQ-*XDnEe%my?uorsD(^8-%Ky3-? ztTmmDjRN5n?ihBj<11TJpkjD=r>&-8is5aU8!dO0cUsPZ`t45F?^t0o>e+VFMsE6cD{Q*F zR4=q#F9>~QF$F4mIw5E&3)<~iZq)6BO~>$fr%qt-I(@h4wY$Bp=|=4^a+P5URJ_v( zL8r2ye$ci8K9{EL2Y%DG!frF{_(n7EtxnHqwOpg)DuWbgJiJEGYz1pgW20ejwEb0v zSIvS(o@H8or`xnT9`Do)tY#qIZl`4#-ENP`WVDrj3N-HNM4(C*H0-!WD`>+8M(9Bf zy;jqYT)!E%+^+3*dVb3el)p=X#_x0j&>QXsQ$4V{jgZ{PG&(jQXlCa>Ra2CbIa zjJm#U`V_iO=k64we4&Od$JW}|a#v%9`MV@yiUPyXu}wF0K=dQN(Jq|O=|s(T;B;); z2p!*O-<3j)8E_KFJF}2Z(Bn&NS>kQdNvq{HL)Z43ksVs?p4s*y)4wwXnebn$Y4U*< znL+b+WFdog*lWW*yu4n}w0oenJ3*IE-u2qPL}DaaL{W^1G4t;T%ww`L*v;@jO$i?7?EZ?+pUutu-fv?A98u-EQ|(XA=S6(43H z$Xl|IR>v}YAFegpyg}RQ1kKO}yc@Ja(+gT{Ch{#Q$Q7SuA;_DvkUfL7(u(L?3j(n1 zpwkSjcDHFdt)6FeTSnIjZ%#ob1M4>pwh87&(_M}8=AW8{G#raXqYL|Vdkn147wSi? z9^kGKbnH&c>qSpZK_&w`0pv|tNXumZ;qYCyJXh=y=%DWgE-OpNZFK_IbNuk86l5~6 z#UXFFQ9`Ep4k8VmPS0+-VGl^N&E_DYt8M0vX}gi-L(C>9RZUx?vE7TT+NC_^t@#4GY;$x?SIGwZ-Nj=)!k)o4uYNb(lSN z#0Jx8w>@Ja1sSi>X4CZ6nuX@;e72L0-LcvsZ_wc!l-FR21~SU_L@QH1x>Tt^G(xsT9M)0kb+!6>gGnXCd1G zTX#XJcBf-O1Wvo@w{4@@F?(#7-N^7=dvgkM1*sQ;ygm!*1})dNETiePUDgr19YE?V z*O3>pVn?oFhTiol$Q7hs2=cltWMtTFv&TpVe#c~M$zCMj^KXWHjvXU1J7M5lmx4^V z$7`DQS|eaoHyXy+{nq?bvXDL3@3N8YG(CqgwZj&BJlkgH$YR;a|R}=U$tFOz3U`$ZN8YreU~t$UkIs3KbcWJN_S!H0a&O%0k$A`(l1|G{Yr%>Dh`?u}PAj+lMlY^VPD`UNvTnz^C&=h{8B9jh;^t|v3!G5V+UGqrDP zS66*}sMUVRU!JiJsGD7&$G!8Fbi)+g&(5 zU_06D7_FY$3;n=wy2=|z`x~GBjE!cn(QJ+XT>6Jf(9|l{gK=6Rr&~wtWo_T*kYHI> z)8kn>U8n1|16O%N3N&8E{ASA#pJ6)(JGp()} z8iw-v6lSuJO#*sI7S!@Xj>@W%FL0M2p&fqM~&emd#ZL}tUhDMV^8Hdi6XV|T- z^6Kq@S{rR+wSDG7e_a-|WBJ|CZo_*H$ac@^aRBVXgB6DedZZ+2WKYIWL?6}2tpl_}5_@3aW$eE$Fmn)*!n_RXFJ`&yRA zvc_Jo8HOzm&jufBH?*9{w3Jt*K;zF;XiUUL%(hmehK2tA*^a_O9vU|e4c#`Q8zKdf zSV{w@7nyB0G`nr(z7%HinHC3~@2|~vl#vZtH+#(<>opsBj=XIjCgji*^_12$9^*mQCLUHOGiNC%>xUY z;jR9~?3o31BEzzKKDyJkc&8jln{AuTw%>)0Jm`W6to&07G`&eG2)ZT<>W6JMpeSq5 z$%|bQtl)d7Qf-4Be-!! zcgupZgm5Ht_*#69qPB&mvCUbc2^%{tk0VuJ8p=PWK$ln3;-I@`L0uTfwOqRyIc$zt zIw3&Vs2O$q4ySIbV@8hh!tH<-(%LNacgccs^#C_;UE>)6pd1d-85xcsC}wrX3ZPo$ zA5x&{;VlTda~9O`dWLJFWo&g@;=C5Yy+R4+bt8kD0E69Npu8Xjy1beS6+^LY*-lx| zb_>N#zz(V7^Re1&i<*pThm#^oY|o3N+zfsV*wG>)kO6%0A4sO+(x{pe3?R zL4&>^;4o@)gmStDpwCNzCNww+=nh#>57mNgSgd6MJ2Km{Ied3e26iGZ>cUTGtUTqp zDbR%QCjp(yf^v#!hkl0xZVQHBD<~DKEeML6omR(fqg_^>lLAeKH@;^nau=}BZ)8C^ z2%8~lz^2391`~bT*_b+9dnnINfhNN{3FvGV)Mo86+$d;T9=DP+#!cJK+X#WaA{xA*0K+hX*yZdv@2c zmA_Ac##^NL@NaCitku+23;mgFM_Ioj7zl+!i}l4eIJ~j_<22)-&F!)$3*DCT%oJv_ zMJf(D->+pm+H%5ftHae9sv=%#jVNj1=fnM~mKY$LIfBmAPlm z?bf)jaX9w`lKFHISku=&k7vn zv#HK5(*q}Q?(?CgRquXJ&Vq(cgenDkKy}Wt>X<@>B#6oE1|FyX!1WE~KT@E}^iUl1 zq%5e#wTo$U4abECAC1+9lYF$1EP1eS#9b*p{Y(mUd7Wu-iH1(Fz%}gSM?gc@;ntIn zh6@Nj8lkO62Z8p}@Lk4^`$&gZ%8RtSHWw6JhVY+Gj}58Y z5hfZROJS}!pcVn0??>5=dL4s96c#t!#qyboi_$P;|A3mq?6w@2ty-vjGzCgWG4+v` zz>rZ9Ta+-{QLYPIll$H#H+JY&!mh;uO3dQO>~%t60n_R!A4y?~j!p>L&Vq6-k6RH3i4Ly2_#gSNJ+GeYbeF0`6|DFO( z)|g2^kIjO1d1*!$vllaP#q|j0Vr}kDn_ccOT821Uby~`YQlKk_x7ZHXAK-F6^)Mi7`Jv&3%KKBG$?$Sv zY73jO)i2o=`Wv&LE-P0rFuf*Z$j;1aqswR8i6XS?v%H7!y|4UR3N-2IB%r|vsL^q_ zcjjtODqcHcBDolawYcPCDRnz2E0y=9K$CY`9CW_#OVAYEcSGM5SJGI82pc0`=r|&q zJ!lwqVJ6Rvx;^E+DNsrGtPJ9&t;iCy(D$+(MaPM~4@frqFL4m>VVKfkzvKr&gyBf1 z*A12Tq%dQ;p9s{=f^q}Q!2(d!IBW&64Pk?1p<(WFFb@pR^m{Gk-6>Epk0kXPt+j?< zX#eSCK|28kYWz0024amtafHnn{M2#%!0fq}kJXs+t`w+vr4xeMSx^JBFz)nCj19%o zg3^w?N~^;ijo)SO>9TnUly{~;#pIn3)XIXoY_QuNEFW@b0SmH(`w?2KF6KF{t`{0n zD^%W*0!=>C;wQz0ek%)V!?Aoa-DYHA(8&i1JZI!4uhNM89{cRBp}ai>ntY~{fSOrQ z?t$8DGua2UxtW3c*=e`ADDD{OfI|$Ng08FFp8`!j(@8*$ENI8FqFz_1$t-LgZD9z_ z3c$rzH$p4g5%)u(^0pLc(o<|}&7%6qBeS5~j$ky#4hbCt-zkQk;!=j4q3?Dr1D&Xa zY3Ey0pvgO(1oVh3C^|=eK5*F2W50?zR9sfHP0np0yujQRYxrAIpvmw~0@@q}_1JlJ zu=~OKkBP*>$}x@mSX=OJ7p+4pQr?^bjeD9HCKtJyUg#g51+@&mQdB6Mp2WRD7-H-0 zpm{|R5x~7sghEYuQwlWh=>(wS{C~0XWo7QGb8ng(%$+xP#9X=Y^~T#8_cShQv>Ma1 z-=2Nv>@#McH0#dR>p!Z0sQ#k*b@iyeX69EjpPKpSnVV-$nK=+W!RKqQuH9Zct9EEj zseZNkrs|-2UiFA-dHUE)#@r4vj0O+7mGnW_7xZk{>?bAdmp zpI2Y4-madmu2=rbqi6rEAMDjw`rARf?lY~Py7|VnmuO*VGEvtQ4+UE?l!zu;#kK)N;-J1T&nxY0H+iH(qt= z^%+`Fm#eKtAWG4i{ksd-ysL1{I}6vmqj1gJ3)j4@aLro_*Sw{0&6^9?d}`sEHx;gV zW8s=x3fEjHTywr~%^M2W++4Wk^@VF*SGeX=3fH{0aLsE9*SxxL&8rI6ys~i3D+<@# zRJi8lg==0`xaN}!)?C-Wbh+j@n(aSnx!Ni;+rOl6%_kPFd2!*I7Zt8~VZoZ~`WGzM z96LnkFIO8sMC=mxrEnKrxxMozi zW>~mpyKv3p3)eiZV9ogc|L*wy{}qkq?0aXU`seEB&-`#^bM1d>TbJ+uh5i3o+IO^T zDvx6SU&sFcz|vbv8>c=#b-MaZ^(y7J%H2zc?g{>XzAyZOrqWKdhTRDwVa3wHf`)4^ zq1_QCZa7?G&WN6;*D;h|rF0&#Y7!NRZ5Jnlh#ABk2|7Z26}hCw8yiGS`S4ic(p-5s1u8p=j@H1c!`kTJOcERsh=1Pp zrmpZ1TG3Gt-J=tU3xlq(>L4%!R#4K!&Wu8C`aB;y$)Bb$Ta*2S7bXHat(!%6|o8|VG1QY zD|~FgxIQ3`05{|Kb_B|gQ<&+F76P5`Z_0L*%ghdTG28)(I~m(BAO@k+$4be<9@OA} z0_8_3(0J-%7B6pvgui?8jkdPe(aWHr^aADkDbN*nU&TN#&4Oa{)MX8k#z8PcAU;y` z=(uJ2SSk@U0i$E(dnwQrcV9(7=lf5Rps71li#u_w4hWTim%A{7;+C%~ZiFxo#R3&` zP_8V#n*vRJFe0kSws~Z3ZysHe?I`}q*n^w6$p{|{oBJ3{U@^DA3c$i>2(LHSQNEMH zOn)$iKMqAaN6_M*UMUqZ+ah!1C8Jov;F zYB%gz*j9Hv&sM&f0!?ndq|a-?;6oQ?L9H&qHwa77GziqfeGnEqL8mJmn7MHz*a=<$ zhVqRRXmZCl3Frk`P;S$Jk7w`%q{ZcJsC+#Inq0R{0(yQH6hDz3 zyD}f+AlxGPCSe7iuheoe?!^Sm^|{S_Co zfS#TO^>Amvas^jV7@iFh!9d!4L``g?x|pcj#8)wuFQ!0~*;^cRzJHnoO|7OxR-hO+8*F-&&!;fOA~PZAsaenfZyd=85f)hRz3@kh@Z$rEeIeFfm=7wS zOMx!G(xS%c@%jHQasJ=E@e1kx->rY4e&NiIXXa~vsoh)Ksrt{=4b$(MK3@M1{ao(t zudDpAGORSXr9Y_jw$jm4pPV{F{gyoc-!;LxKdHJf*fHB>hj1qm$0ba!Fs`$^*lxG+ zmT%$_@3%Y-G&nD+J8r+r1%mnwMtp<_M}}#luu}|#F&~bg!mbWiV-a18l^jd;K;0n) zx;%^HaV`Qn;v7M!T1&ZR(;)kekuD7J$bjQ9w_ z`K_ph7YppmG-hREq3KyoHZeg!IF?Sg?Wm0uXgs45i;_Yy69*$cLIkvHF^+tt!g-qG zBL11C%YU|A-*2^TljU8VO@YS4I}vE?Ba{k_7TF!t8$GgF~_@#4@OZgB$8HPk4-)p;}8}#>_MU==`8M(ow795CPJ{ znFJ`*4kGRVst$tyDG~Ozgr0KLY6^5^M+;E!U^+_;1lw%2#CEsW74OlAFc`;&Pq<+@ zCgF7=%XQT06lSKQML_i|Xh7tZHoFr{Pw~>>xF~F!In}TgXGJAqBIK{?DbR$1WAj&( zk*j-A4@N?7+Jv_0;EUA6b5WdVIHUSqg85)62`hBbL->}er9cyEm;|(v?P(N*=yVuQ zLQ%4mi&#u;BI&S{8-9qc(!%Fft)xH`5}X9IoCU@I-tt6j8+;CEzrBEkfL& zlH?fBQOhaNWO(_)Q1=$HE*^}8-n0S&zMx`ha;yQ==?bR<{Q0bioha)M@7z&KDbS>+ zlYowd-t0OZqWQ6~arhTTq4=lsj>UrBLz~vIh-w(AQz_8oofZe3AH<S zJYgX&PN^;4X`6Kwy%xtdqIf`8s+s~#ZCZpfeN}bu!eAuwCINeh;K2D5GisQxhfOHK zTyX@5S}fs&aV74Js-!T}JEcOP^L-I|bA{^FY7^TFB_R4Mu|4B3!3s_gAKbS?{E;I3 zCwt1@QlN21+0MB_^;#roh6uj7QuT_0xBYKt^mbc934_i1Wpvw2znP` znc7$yqiSvoWxCZ>{+t3$m?0ir;bXR}do{MFGZQg5SAen~BET?)_&8|`gIo42q1ZlH z9y)HE*To@K`JWVM!VHsu-kJqvhv12bWz8=8G3GAHL0=qfypX7scE=%%M_c(*3N&Gc zNkBy$&J{gvMese|fs7{yBfEzJ7EOc*SWDz#JVH%A9OaKGP%*rA6Xmdlvn>wP+Z4Xr z)!~asoGU;hi{L8(^VUE&2OTkyxa>gHY_R7?1NSDu#DL(5H@oa-Y}>2`NoT zB=%(7^s(i|?ZL-w2q#I@%pFVleF{_z??j;U{hK6cig@wpBJL&;ZMxEn#pQLv2B@>x z72gPlfX?@~WIKvaCNAn|czx-7MI077iY`|8m$0Ov3`Xnl+Y~66uoa;tx!fbr!8Xmd zy}hq=A=^=$SE6p02pwIHYVZ*nLLvt7l@hPpW`o#b)l+_x!c6$6IOu$TKHE_OZ*u!W zoD3YTSii;Pp76oP>xUBKQu}Y~>q_4q!SnkmqDiQ}jjM}Ap7?CQe6$bzExM6pfGT;ixf zhg|NlQ)1UbY)~8ZD7s1~RE-p9yxL3zI^ri}aYNw{SAiE9Fq=D=IrwPsntn?JeSi#G zo}(U_0*%+z2|(uuv7bL$HGo@ef4gE6?THjg$)N5h+kfhe81m zM~vIH!ui|zVh1B`LLRP)_z;U=q)@&sVmh{M!b%eUs*MvR@mL~DZKg2AJc1*NgU%0P zH=$HV&49~2g7RVFzzr1Pn8fIc_v+)%Yy=^u2Z4Hc3RHeD$>5@D_E!x&I5;djje5Nn z{=D)G#aF|PBL1%;GD(+!LU?wghvg$ZEQJ|=FcW~z4-S=}sg8O*2C&Pj>f4-YxG=^a zicP5Sl_!fwr%f0ZLp?MF8Z$%eS64`_J{Sqr$-Kdfnpx|&h1Q{mLZ3yh%l^CFZlg2f z)X`Hnq%ad^C=NP5h(mRzJL;lsCg?K?0AU-1=@aWK2V@bYm=aE`PNW`^0*yNwrxGZ% z_Z^Hx>J*c+>k!1p?4Y1y?+fEb95m2G68@_j5uiO#*QYR(j!ptP5~)+9`5=b@&c!Ve z>)PN$Xj^Rhg$E_hw;ZB6zIt#9G@(Ggm!kPT1_zDIU7{ipx{`2A5#jN0^krEk_Pz*9 zg+>w*WGAd1lmboIXcEwMSx`RBfM^G7K1I?GLX^OMWEVm4f%h+(EnzyOu1kR?yjvV} zeh^3MOwFTqH^M_3wq-%(JR{=4^R0vg&1^ZORROtes|Th)<9QTc-4dQqe3K&yj(ke~zD?qGc7`s#iu(D>XYco&74 zy|I8v(qJS~CqErn4#yXq(#1-Op$?HdFjXY43jyl*ZX#dZHw7A>+a>}XiPTB{8_wJ? zUr3;R<}M0+g1rd49T(Maq|Vel5^*C5cF(y@gb%if&MD5~ zoHQI_p?TDNW+Q<*nK(WMs08>Y*@#fQGLPIgktM{0CT@sN z$|-fP6sDL*6M~Ke>g=LN>Y>*mXa>k!YzhNO2HPTpajVC~0%?Y59SCtC zw6B;8q7`HhfsI?l+TA0eji>IB0*#4x0?_$E9H=ujkHn$S@mWU+5hC}27+;C|5nSYj z!3?2h99P{v1sd~FtT8JTp>D8Sc63oBqhKMM6T20mF(Z;MUnj>@vUXXP%aw7vt?rh> zO!%lc==@+;37YDt$WB98OtPuSojp1o&f+XHCUn6^W0DokS9eW;raM|}g&7Ic84^c< zyLi+{=s!8E32Pb8#WkP!Iv8G%Rw}U7T~e4UI$8vDez0@4qao3riF%FJUKl^wq*fB= z3clA)2TL$4SPaircTR!E9gRcy7CV*hlzpRY_k2R;ay?6k46)zEOh?=pa}8y~M<)Fb z)tyq9Nk@x=#{U0bE$09K{rY?B&#qry-&o%P`+yJ3Jb&h@nPX>msr`5D!?l;xHrKkf zy{eB?KUsZwbxZZc>VDIYPJd?lzUkYhPn$ki|BL=5{dM|X`dNBYFKG{HZ`HPH7iy-a zSH4wwN9F02ODYal1wSnRTlu-=E6PWgcPjm?^g!uFr5o`7KVa&QQ=gl9)zocMr%fHK z{zd(g`a1P4^(^&JRZ+g0r*&9ADC|c%DC|c%DC|c%DC|c%DC|c%DC|c%DC|c%DC|c% zDC|c%DC|c%$oP?-u(0XU8#gWF`C}LMBOPS?NXPtUQ9sgkgKd7K<6O}O+nh+pR@>%5 zI;PtCL1FjNK~eY7b%Sm0qhp~9`;HC@`;HEZ`i`z2Z1Wvm#RqRt*nMDX_r zuoLN^uoLN^uoLN^uoLN^uoLN^uoLN^uoLN^uoLN^uoLN^s1xb>!LbG1P1g^ODOhve z;OOO=W2eVa%hkqzyz2)W3)c(^*Ype5^a|H>3)gfC*R%`QvkHRBxNyyb3fEj$xaNU{YaURz=Kh6it}R@1 zzrr>5EnIV-!Zr6USTnx=C;#6{`~Qn(eloLA+ur^EHv9jhramG4|F2XYnK=L7mOJy_b49?8zc1YdrwM+p+$Vzbug`!Sq zDLtGK0<4tWmSd=Aruv$wC1qX`wD_y%I$Rix_z2N2qE-?Pm8={nV1(?0*h%6(j{6{Hg)*MJ zdP)j(>B>TkZlO5egOjtb)CsxZ>T>M_1fxrM3@os4XeJqbN2vADtM}BCQ<%%2X>rhz zR2@WtCX70YS8}nV$PXA;(zP))Ndk@4g9w$}RZmKRCZB11n@LayXVqL1gV9tS!kU?c zk;3Kx1-C1VRxE;9pxq`l6m~7H8>){_fhM2nB%mXyIvkH^-k4+Z0T8+vXA4YMm_Q@} z=#d_o1c4ZvsVAmDlh1S#(2-OfI9G^R^q5l^gy_Jz7*9e&WYyuW!r}teXyfknxD;sI zQ_KW}2~@F*l95y$*hphqfLUFO6a!2oJmWD&!mfkMVz=8diD@3HC!|2*o=yZhnyRA{ zke3+`YLg)C5E3?$m{$-K1wUV+k)Y9UwbfnI-;B25#1)Gf7}0*x;%CNb&gWIt2V=JZUA{V|lpHlF)`EKp$tOzA=#16WS2 zPDkyeFvVwz#Yb__`N2r44w1af<+Wi+CGTXooxxcfA5CG^7I76uf^#)Wfl5pUw^cNu z&R`@}2c~nrhzw8Y6)|^(7Yq5IaZl>BxR(*>%}h@XQ6(W*bL><1;b_#TP1sAT0#auc@Qgv`g+Laks+cLo-7i@emEH>Ou4@S&l%rwc7MA}y`RF6x6E^ix(gN~%? zU?FkCE+GK0oMvSq5)a{Y2sJ~55)ZSh4yG2idTa_b;iK3jvryu;!APnOeAGLzJ^Nf- z%UHpArvWZ>q&~!ihE$7KScK{^DbR$ECIKBu)xj5Gc=$?Vy(03NVaS2uHg+Y%5`q@U z9*j%1dUOgj;iKZ9^Mg25M{3)^E{Lc(*jx1iVRb-W$vEzSflVrbsmSVp@##@1P`Pao z*5Vi)h{U$5`g9CNGIjJK3smyyLa|^*!uge))O;}nTwt$F9wA5Fn8J*=4HJOQ4}vW5 zb|Z&Ovp7|_Ey8ON&xYMSeX}AFmQlOJ}G)~l!vPU8yyc3DgGIm$k|C6MN ztAD)mTjaIC95ZA$?5lnX^Z%lwai)&c8*Sl>E`nPTXiJQ)M^e7Ffw6Xrr0Uo>bTP+@ zR4)Y@lYP8tDCWO6lBk30_70(!9Ffb0!6gSa%z&LF8AAw1&~`*B4b@FyCM!&F(D{Lr zeWNY`6>Q=0N)Q{CHFlyR(gBHt@QEVqfPvYLqdFdOMY#)*HW)ffhOzNB%rY?Q0lWJdkkkX<|x@Q zc!?eGM3$8%nYPLNZ1-#qr0R7k&}1E(1a!m~Ncdr6%BFyB0r6dW&>t3NZqp^tD(R32uhX^EYg3@f zIyMRDh%=DQ1Zo9j91Su5;kzWX3>yd1T$6YT4Fmp?MoYaW1)8j5lYqv~K&f|%6D>y3 zZ050b7dizQj4nWL)MLBpSPofbJoV}n=!zA)wbAibO;tG<@dgrEKSDCDG%Y;VgqT!3CXz)HFOC` zhZ(WhA25}~P?Ih`B2uMAz$*ilnbB1@<@7b?hayMdErU2FXR5EHtua`)i4xIfUv0PX zcEtuYXu3Fzh@5{$$L*~^UFvIb)P=!FR8IC@CN7sYKBU4*n=D_P($IcJV)Ku zQ!h{Tb(wz+GPM=k|HV-`Q{O5kh@_7Nl+Op!Cjm2?dp;nC2txQ$5Nnnb(`6~p<&~y5 z=tx*jR&GqCQ5)foD0EfWDUxFw?`8H7C?rui;Mefv6zDSP7YB{Qa;ADpoE1X-vG-$t z%LMLXGbsGfn^^hdyV4~9pKYm^ra+UP#s=wyoWlnraXBq?@?Fa%Y=p%J!+}(UG@#?e z%pi88!`9Gjt4~USCOw@5G>*%e>M4%d#LC5dSR96#NNgcEId@~~ARM2J@>X78BM`l^PRU-9?DbR$K5}&6cTF)(m z%d%X^;>I4D^9m_s=_)Y|(X^sv==$i5h&vbw^==w9`BEo9T^Njn=JYv21j6K=h-LIu z7)@hKjI%Id07#=t5MAF_FHZF}nM#jTr#C~EO zC3`x3ZKGESLe8cg2ggW4KMUojdj4o%Iob&yuOcz0whWT^oZC=)gt;U6VH<_c3e=^~W)jpSK<748yNfSJOOUULUl0UE?%*!w;vK64M|23|>$KJL zvVE1l9O90m*kYbU=-h_NS&#@?yjOTod^e~r2r16D3-zK%XEVwLW*SxYbwbo6MCUeC zVVTY)0jfZ@fb>=f$Cz7|0h=l`zqHf8RUbI+MO zXKtUy4;yc6Y-wz4OwB$x`@GrnX4lq#Qh!VRruxzK(#)r4o;P#e%zm{W*WO&av368# zs`_B{xz%&4`%eF8`pwffP9Hs8(m$;~Pd`sztNlcKi*}QCv{tHoy7Iir`IWWhpOoKH zz6s0zQt8vB=aV@h7%ELU$*neKPrW~oZG5lAQGjG^* z+11x=x_<4Y*I)XSTen=jMVCr69O$_llB&XO+QL71omCpLkLNbP8EqJ?(olX!ta>Ae z;i?V!Pz{dTLaUj6)b^N$V#$NW#M6#8Jbp|=u|RLP;c;UciuG=L4c%jDSl!O+pxt%{ z^_Ve$i4rUKZMa8|2b2%maz}^es8s;B*U;TK9#9_t@}^C&3gGq{y8fzw%$l4D?yU}( z-_RY?Fxg>A7qO9f>Wpca><9B3+G83f+pGMB)|iILqteHmFQYZ4VSYh+>0@p~ z*P!9}FN2$u9M(8;3}EtQdFW!lJVxX+k|%S4seaPKhD2*q8@l>< zK>00V!ZQM>tpd2+hLtf5muF4h39dY*;qpAqYgii7aCy4rG<2tEIA*%BO)*3O&XKWE z#{kAlYJS7`{QpvM{(tt|*>ih0e$aSBW4__f{%!UXv(KJAdv>4t59@ENFVus&GV{rq zXV087vrp}ZwKvulY8-Iz^?!Et?CRdrKbU^Q^!&81|4sjd{w#d__aalk>$Mv+ukyc@ zk5~S_a%N@E^7qQGD{n5lrN5RwR(fXXjMAE^?@YaV>e?w&{e${Jb*P@G&M99}Ub=kz z_xj_e^bFq+QyQZ|^1Wma(0wtdx2Gkjjcqw@R&T@1Sw{O}TCa|o*K*v%ZY(`5y3o;n zj+@!ro;GK`^v6x@Z6lP|a@^cbo)*>*a-LR9?(L0G^0c(f*-ZDxP4DDsX_-UAeWeJd zk@K{7k7>9Jnb+{HF%6e{nRiCLb4sM{aRcYP?xNg;k?EUhH?kTG`J3R7le2@f|KM`c%^GgZ$T(=d6|{Dxn)-Eh6aN2qET7y93Jb%L0HK)u;>AXw z_O>rlgo-?KaQs;A zU^a=rAl@Yo(R>ZeO0bDlpOXSz`hta1QX!AJVH_VcWp&me3^Fd5nEAFbvLg!sP5}<- zNyuv(h_phaN)FX$r!bdkqbTT>VGs2O;vIh$KnmFCsv)>6%?4 zlSb;ZQlKfTGpv(}c(-jC#t}kOR%fn{*(s^M33MPlgdEsU1j#4Q7m0T8wIdloX9a3v ziIo_07eQSZj>HJXIGqTr*neSejO`5B+wdvIXGa)QV!6}COUPIMKGoOdg+L5&p%CiB zonwQY>T>)F(%VEtB6abvrI$7q-B|sSfPf$XWLb<_cye3nGgF|;%T{sF(IBA&q9-ab z2_3KkYH(i$Ba2!i$rZ$jq_54 zeJJUCx^0{xx_nMV{8pcy0!@E2g`z7AcgT(|enDO*!2UIGL@GYAXNXqHYAVuY9|;<+cBE*v6ekS+teZtTpMUykisk$P_mG?_=SrE#I0 z1H+Lloer6j$+*Qk4Dq+H@rfcpy@!OQ9hQWoR_{gXJt@#+9!&x|lBJW#=^cW?<7`Iy zNNk*O3BZbwsJbC(eBF?U7A;5JngUJcQE|}uVVtEiHII6248(om@J~)dTzjz)4amvF z4ED*cK)?=Wuez85jpvb6Fcyo_F^rRRrnncIaiYwKP$WGurY-^MiIU+p2?k&rIN0C; z8>qt+W-^b8gU%1*ES;&2wn9?ckS7?2ERhcsM-%)cA$$j7aLtH#Grpq^QlROMlFBSt z)t-77C+SRelt?6IMD*~cdLS&vZH!@wED_)|MXo5)+WuV%H0~&8ehkNpt)?SMI&o+t_XnO1I95RR zZIN;iI>0Ejjk{Z~Co+Dkcc(Cuj!ptPlB6^8$wA*EZKOwvMOGMm&Vm+^GqB#qDWTUP zI&@FHD+Ri|fs1=uAb`)XlI6fC;PWRP5j;Lp>j^|;hscx3A_m%^^O$i^5(cWXery%Ru>=mur1ub z@Nu(A1t8XLPEJufU|qKfWl0c@gl^az_FOsU&FKU8l{fyTo-5$H&oPW%M}(rM#sAu}D2 z6`HMfgg=eZA*fByj7VUoJ~agz5AOt^^MjEzoh&6?JWD#bwqX~~4$UX=igdRlHy@D> z$SNGFH>E&h7K}aAi;eC`nofr(SLDobh(5)p-o}@Poe~LWh>zriF*EzU+4syoYxc6)V0Nzlqx$>n&#PZqKc>F( z%)>MPKJ&tvYiHUsyVrhE`{;J!|9_6i0k=(`IlTePfUoFp)cg9mnfU*;%6BX8t~{r* zsd7|hM|=c6SbjnI>hf{rT}!{jPT-$PTZsR^-_)a1pP9N3Ux8Cdc=;#w^XjYB+tt(6 z^~zs)^z6U&!%Q^kQ#aqZ_OeaaZ`r)C>GBgcZ@&D@8#XUodim9tmDdjoN0S~FjwU@U z8cllra9cF#RYKPe3kQ@Q77i#qEF4gJSU8~cuy8=>Vc~$%!=eGD*AKS^lwNH-3&)fm z7LF-BEE-dK-Edn>>2Z;bhlK-54~qtrUN_tpPH$ zk{%WgB|R)0N_tp0l=QH0DCuG0P}0M~p`?d}LrD({hmsx^4kbM-8cKTIa9b$pu@k9q z9O+@vIMVBe+u}%%g)SUKdRRD!^ssOc>0#j@(!;_*q=$urNDm7KkscNeBE5dNSHW=8 z>xX+5uDPag%{>a&+`Vwk-3r&-wQ$W{3fJ7ZaLt_x*W9si%^eEYoGV zaLqdl*Sw=}&D#stysdD}TMO3Y{IA|L^+#pyPjipVJv{flxrgSyIQQV(19R`2yMONW zbN9`?WbS!$PoL}0-8wfvclF$*bLY>UK6m0=doGwW=QhmkKeuLX$GPg9+W1rBk;cP~ z?=>E3e6jIhwlE(8IPjB=ax8hZBb>q^;`Hj;XCpOxRpkX#PH1=<- zY3$gjHq_Za%|0^wFxrNPX1_?}fd^*aH+%o=>u2wqeF;$ro<7^3y>)he_UhS7XV0HK zefGrJHu?y2cEjxcvukE|oUP8P^*_}gsXtu*Uj3o^7wZq!AE>{tet-S-_512CL1Xds zdcS^aeZGEm{nGmR_0#Jo*4y|qnDq_y{p)M$JJzfCHvD1cmoq<_`R2@*iE{A3%zJ0v zI`f*Dm(Tpe%rj>OGq=v%FmvV16KBqzIe8|U**Ig)95S=t%x*KYGv(T!Yrm;IT>EbA zYqihSK3@Ak?H#o@)b6Xjxb~ddJ+(WDl5lP9$+h!qr`1lV9b0p1hu03Q?OEHgHeLN& z_4n0ZRDW3gM)gZXQTTB6J=M2XUqj}^f2cmQI;h@Sy`g$#^@;daoLr5n8>?pZkm`Qb z-Kw+I^7Nmle>45?^mnJfHvPHjk57L9+l)7mW%0$+&zZhw`c9%STs!^b>GR3Cc*69t z)6Vqa(+5uPIlbfbG#Z%S>%Y){sDFb@j1TG`*59MQMSr#aGW`YmGtkT2qHor(&@aY! z<0L)Q1KrRM*7w$T(x1^Q|T3@7nh!0S}fg0-pDIT z7vW{{xYDsDyL4!2ZE3esy)?yCm;dy^O=V?DRo*tE4{nU5nm*VfrML38g;?Tm^HO@t zA^PBkSX!?SHcRQvu0FUvmTY}+T`W2J;3-mi)86{v+F064A6yeld+LL$rSwMXT@_2T zy)u^gy(^^jhR5rJO;UP2(&bWm-HH0(vRHbYK6r90ouCgcmC|cz`=nUnmoJGWe))+~ zdQDFsTr8zm@1PGZilv4=xG4S5m^sgO# zaCR*5x3i@5FVs6zO8?C7oe@i*ogPb|ohGH1@23x*5KH^&gHvN^AAN9&lwQU-pBzh! z^GQ;A>0$cd@v*c)ADkFVhw6jJN$H>Xy%S=I-|NK^zt@%0OZdG`Eb)7hlwMrb2VpEt z>w~tGUbIFZ93M-&>x1KBX%BsHtd#zd(qm$Yza1S*)H_N_FFaZwY>cI&^g$q{f7qxG z{8$R~fhVOG@GNdD@hpy%p3mRxSmJM%l%992K4`_#G5Wxi(sP+jMl3Ohj*KPd)e%y9 zj-d~lv2>(9I9y84p4A73#Zp}#94e(}(en+lM9&YA(%tl(hKUhl7WK0i=CB}4J zEHS1BO6eK2I3Sj2vA>j_&fnI?5`WuIN>5`>?i)+Y$$espIk~r#?xn?Eu|$hKrF0K1 z*2EGm_J}1~>@KCPx<1$~mNb2^tCSY`m0e3DrmkEP@E!Hkst4%}KSY1*J#R#f%wS#2;ag}OG-g>csfZJ)$Da+cs+bJERb3 z{o93bYg_BzCWYg*{;g6tPV3(ygj@F0`Zr5qU#AA&eMcU9AtXAvjteUPG|8 zKD4H)*HIZ(L!dIGrm9Z?0!~8!0!mZWYw0_ThCr7gGz10#K2z0enpz(^LpWUP!)6Fa zXnn{`Rj=Mz>%(OTJ86BW3}HvD50k0tRTZrdks*||K0Jm{()!Sts$R)J!D0vu6eOmq zSMXBcFa%x-6o$Y{fx%RD6A%y>0>2D@A%F#asp{o>Ykk-YVK1!@c_Hkn_2Dj6y^Ilq zx)2yKm`hckJXPt32-PQReP~NnFJ-`BEd<61(n4V5;4D>r5|~gH0#Gm(0^ksqs$Q~2 z>%&(FyK8;u3Skee4_m3~6PXc^6#_E?u2R*Dfq<$I_+^+10W640RWCYN>%&tB2Wfq1 z3Sphrhow~Y!a1!ENg?c@_2DRlhSrCoRP_Sh5)6gF%YmQ}cwO+5s-AzK)`y-D4$%6r zld7IaFCZrb9v*H&pgT~Ls-Da9z)T1{A;g5hgB>7*bC|Qx5(0A;R#MfoXS6<~gizD^ zaFVK?#Vdu95O~Qj5(4iQLQ>T;84dUdfq{aK5Ev-fNLA0EUyu<3{ep`S=oeI^s;AQ( zmE~pgP}0xIJiMfzlXlbkl73FwMe9rYIcZm|KP7(W@w_-m zKac0dN&0#GI!&_Ai5oRZJ|_m6f4$~y(^bXY|<#hMgB;$0~YLaj|`)iVKI%_paH__gjWSeL&O_EKtrzW{3 z+)a~I6Yio(rU`e|B+;~Y(j?Ecch)4$w0G1b%N*}&l4OpzHOVo@JDQ}J<9tmr%yFLf zWHAEAx|-ydV;xP>%dxg5+2t5ZljL$tOOxDkjHyX#IeJEu%yM*1lf-hArAb~ns-;O< zIm*-|t86qhNh%wU)Fh__M`)5#f~F=JB{*D@gyPR=l281aCh5dGOp|QlZO|l{c!z3| zOWeaWNhR)~nq(4pgC>c@IZ%^4;vAq!8nF-2B#YSVHAy1YoF+NM+Ch^PVl_0$Ag$dr zK_F^tS4|Q~YZp!Ohk39j>BC&7N%k-g(j<8p2Wyf$jDs{u9mYCMGRKi?G)Wvs?ygDR zIC2k7(#8=7YLYdMI6#x6(cD|J1zvM6O;Sd4Pfaq$;rnZnFb-dW|ic#<~7$ z_0QHn%BlXX^;g$l%9;M&`knPHoais9pItwR^SoDY)(_+~KUc5J{CVaP@)v%Kv;2ct zDZFdujWhSnylCcGGeb`Dn`bu7TsU+3%n38c%vduUILGfgGc%*s{(u$34{8t9KF=xs z{k8jRudThj_JZ2eYj@Xf;tYRj?cCZawTPGpN7fFi?ZpXRul}|A+v>yB?^M51{Y>=% z&hKxozOwofvL$S--d>&O^nP*m%<75NeuJ+|I73Xr=L09pT2qey6MX}w?ARJJAKr&IlX>*pXr^atDM>&)qkdcPyd?!S^cB> z`}DVRW`8L$7Vp*X)VJtY>zC+fb7F7n9(EN6>TC2ly`ueDdxZFl-_pLUJ*fS=_Ac#> z+I`xKv}b8U?N)8Gwn@8CJ6$_LJ4Um#4cdO%uG);IR{l`=Mdb&Thbo^ZUc>t<_g7w9 zd3ogpm8VzkuH00)wsL9Z+{!7Hs1j6;tQ=I?tFmK7FaNdt+w#NZ@07n%{!ICS@_Wi} zF2Az;lJaxPTg$hX=gU`?FD{>1J`qa}r+ip>|MKqT*>bt`Kc!!neq8!y=}V4e=WVJ^sLgbbZcpIX;bOK(&?oWO2?F}(uUH0rCm!iC3Wf#Q@@z{!PG-jpP%|T z6Ls4^eJd0=rK-ox>RTZ}A=UM*&>+&WU41J=h;+>U`c|k=NNe@2kRj61RedXTD5Pn9 zD};!2)CKxhC{ak~>suj3q>Vf4TcJfE?Wk{s7=^Txz7=Xj3g+~!kfV@x(6>U5LTcz+ zAxI>j--9BB#P30pNM2Ll3QY>>2z@I=DWt>otxzSBdy>8tvP5#Gw5`zPR8@8Kt?(s( zvX9oc!k9ujO5X}+B3VGdnnD5s-b8BAHJDRKbPeuAG8rJ)Q%DRD{E1`$27?L-FgO%2 zL*ELC@~0z@)3-vSLTc+ritNIU?Xv z1)>!azXH`Ft>;%DTOsi)&@IxzJQaj1B%TV&MLLMTLApZXZ_qB%y8ZO65U-H-)we>u zLfS{)3i%=($b5i)g~Tj?fQ7`&fP#?@sOVcEVIh_Etmd?}{pDLxjPSY1}ilry$i#JMX&yD)xmRJh(#RVy? zarMRdSaS5m8)C`U7dK034=}EeC4Tw3SOV=SQri6#eev2@I#pl1CYDat7q6DmZuIi1 zSfZC#N@-V~;EGt{2{uV-7yfp6Eb+I?q_pz|`r?yg>3n_hQYq~O+LK}lv`bP4T8<_M75O$Lyzq5wo8P zM$CQ+&nMUq7c!nXray%zmGr0ljnS3#r~Hl4mGr0ljnS3#r~EH-L(-q}zswg&f68B( zyOREtzdHJ&q(9}aw!SFoPx;G!`l6seRr$+4`l94N3oZiBuk`A_-XVfv!v zKjn9a>Wh;9l;84HlK+(7@>G)ll;7|KlK+(7@C1_olt*UtMah54BQ@}Kf6ep&LL@=JbM@}Kfcep&LL@(W*Il>Dds!qXQe|0zG` z_ay%*Kj-%(|0zEQP4b`eGhZJ{{!@PD=|jnX%761W$$!d!^Eb(V%EMKCDEUu$cv>Gy z{!@N>iawP5r~LF(eJJ@)`RU2}Q1YMh6aFUoPx%Rdll-Urgcg$jlpk00q2xd1$7Ove z`A_+ANgqo7Q+`A}$$!d^_!Y^2%8&RJ$$!cZ&(MdG|CAq|t`8;uDL>Hlq2xd12bw;V z{HJ`MXO{e@e4l5Q{HJ{HXniR8Px;jHzO_al zO8!&637X_T<(r^M{!_j|k0k#o-=Ig5|CFz9)Q6J)l&=T+Q1YMh5IvIor#wWDB>yS@ zMUN!^DgQ-}B>yR214Htk@-;9d|0!Q(BqjeTUuAS9|0!Q(OeOy*U*T6I|0!SLS0w)_ z|9PxFl>Dds=P~+F@}KhMraqMXr+oPceJJ@)`SRiVQ1YMhC0a=SQ@+GAM{@kWNIxY1 zDPQDolK+%1?57VU|0!SCS076LQ@*f|K9u~Ye4byC{HJ^#T*-gR=fIWxr+f}H$$!e{ zcmm0P%4hjK$$!dc`8~;h%4hjK$$!d!&^O6{%74%|$$!dc9DOMHPx*|i4<-L8pRx5} z%zvMzMa+MnrbWzu4}uZ%--BSp{P!RjG5>vv_Z#!yr+E7@|9y(LAM@WQPtu1m|9xUg z8w&obDxc7YG5vjF*;vKumuRMEWqMzYp`bnEpOYi%*A- zKIG}cnEpP<0LAq8K?W$MzYp+yG5vjj=Zop@13X_$fA6Q4G5x)tUdHtIZ#{h&)8G3b zftdc@2QkF-_de(#roZ>{1Tp=+mnVqn?>&3#!F+&z>BE@*-aVraOLF|) zUDJm#{k@A{iRtfM{7OuJ@8qr~roVS`R}<6UJGh66>F*ufL&fy>4(_31`g{A%`XHvi zx9_A6V)}dgj`|>`zxyeT>F<6@WBR*)$Jqb>7UBQD8@Kh%+4s(N>YuMK`TyTj+oAf> z>cP|ZPamy+Qa^(;<<*tnRsOCrQ+`o-|I!;v?$iTQC#zpmpRD{sxn3@zseOCun^T}Gyv&M$#@RtrJtaeO7C8)!kl4(u0zT6Q^Esi`nFE$32Kd z#rV;LO>(>8vrR_b5SQ&Yra+g6w>W5=9yHZcW((Pv$RHG$_}<&N&H#GEDM=ZVTwpu}u%hOdO%e8YI$E5$=GzMSMIa&c%l1wt9y8`V{EO zfDT2xZMO`q*ehups)M(!g}W&kd_GS2k$R3-;&1db*aAMe-($Xlc6gdXQSCV!jS*A#|~!J z|H?7Lj@82JsuMDaY$hzh21s1oAqyipcUmMV4Aj@AFoplsM4O54_y!>%9!#5n1FuMdu3$kZkbJDc5yF9<%(&ZG z*$&HsI=E)Lc_oYDp4`=5ACc9Oh|2xv|YWvy- zV~PzfYZh!4R7Rs2(>&6Q3@*4EdK
_Sh6joNZyQM+!#^L(%J3Jp{q z@06e$qo8hpeR_!GNh6TQ>+xh8d_tQ6q7`kg7UI#`uDo0WmB%|3=-%ynE6`!MXVUpe zz#b(C>pWgeGdB@iz}cKggzcC(82go%X`s6o85581z1v5QqOyp@aSIVBAK4co68@dd zIP4tNk@!=)>HhKTJQcy3_Kvl#?)e+4B{}{hMIpQB$8fe{%8?`z*Ht4Jn@sSjZ zv6JKt;|AWwA}^^0l^1H5MZ`A;?QGv`bfAqE8_+00a|(A~6f=0l$OrLW!=RQl_>4WT zUU`8Ass^eQW=u9nTif>>9cY5oQ`kn>pwVtZ|3~MFZ6O}YX~Jd&$MM8R(c$?T=3r?< z-qT2VrL%p==s;P%lZ5%Z+4Ng{rs!L-w6$BC*wEr}j_MYXxbi#=bZ4Nl>orqHI(T%T z$im^p+>ADBNTspWMphw?5JG9RJVI6AqJffBo~vOF25Js^k5SO1U1OJt@=4?+L_v{~ zXrL3c>2r`tiAB|@5mla}f$sW9&5loZ9|c8)qZP&o%hdQnWI0703H=-ns}Y8SI8-L*%(f>QO^7YD2O1D*eNhr?)(QPpmoQjIvksBQ8scezoQ_+S&uN&0fyyj4 z11+3FhoC7kMY#H6sf$swXb7?8#)g&WEV>eWIvCSdKC6KivsjtknyKOyMxjGcHYV-1 zn2U#=s58k?vED*C1LZF~JR5!x6ZJo%ffkGEG@yk~=n%A-A80}jiFIT_tHh|yxWPw@ zZ88hIU*)rHRsKN(Ej}G{(9X893DxEi`J-y&0afE5LD-jwU&U`cOsgDeyk?_Tt5-g) zfvS1LDJn2DP2Mg{LWcvbBZ!3YX-u5QXts)oBfCSS>ii}jQrKt%nN~ifVHWeq9JI52 z=4jYYQ20Z1i-98cMPQO#ohW^!Bz!o?)oW<&R6ePJ4hCxIBfPbJ#%M6)`^23dzgHCS zz!VuF(hi8B)Nqxr`t_<<)_+3791heN^z>0s(au2}DMiOee6ZW>km>;o08)|(2DcV={nZFdgWsp=wR-e zgPuAHida#cxa0@Pd7^I&?N;ybN;R0AD+rKX^r?Nf44?SmnA)uCVX7F0=qgssZoYoI&xNOngi zijG^`4;vjQ$*V9zMGcWbkHbt{#c~@xW`wXfB-aDPZOPNUSHm34BXiK>MnO?~<^(D> z^(|6@EZ3~$5pkF;lgH^88*tX|ztcc>?YI41j>`MWnWdwk?I>uZqVdH6n5WDB1kpIY zov_7=CfANsXuI+r4fKyV{8m)Z`rlx8;VIo%19r@6tdABQ*z&M?sO~tfidB**0);qIiHDGf9=r zq}i;Il#Ciw<0|jeKnL&C6tuJ5%t5u!H1tsbZSzjiU*_?$$tBHPZEl7xm9KhJ7K3`_ zZ!}PST{FuvA3HkGYT^>ud8T2$njuY08cB|+bpnLX6hj`c@(vAi*Scl~`p{9(putzc zc2C4}rEtIjrjZLuCP+OZC+v}_th`+VEnX?&p}wSaO!h|)83m0cgVLZZ6Zo<}@`!{n zX?<);$n&_8UulGuw`rio4kJuK3QB^7jh)}bzFl3^!n38imB;s9Jf82CC+fc}ZN({}=4& z|Mk|+h1Kt@eq;4*aP~*_{|=xJ{{zb}S-x>OT|Ri}H%p(QtNxayla`KH{4HJcuUouz z@zli)JORJ5@YaPp7A}UhekXY9@1wu{dbsF^IKLu;@Ji=qy44Sx``z5<=KdW1_-S+Z z!6EPq@WY=pd)DmzW-a*NZ<^`OoHG;5EZE<&-vOKZGW!_&PS%gC_gT-!EwE`FRQYM; zLzNd-wkju7*8dL$z>Th{?$mmBs5>=Ab7H+a6rCD-+fZ?8>}^B2sWG>0bd9y9y2e^l zU1P1OuCdls*H~++YpgZZHPxEh=nl1}Cdh$wP35N6yFY8dzt#^l7Q)7QgW1*?8vCvf4SZJziEHu?M7MkiB3r%&6g{Hd3LQ`F1 zp{cI1&{Wr0XsT;0G}Sd0n(7)0O?8chrn;s=Q|sNK(A3yzY^*ZXHCCDG8mmloja8<) z#wt@?W0k3{smj!Pcc?No=3%aPhZ0j`ZrkV@>q~V_^`$ntLw%|7;d;G0l$aXxORjGZ z^`*w%HWZf{bKAzYsj}4i_E1@B%nw}O9?D9My=|x|HRiUBZBs$1jqS%8N>6QU-(q~{ zV~p>-+4#V}Hr32e*y?CD*sF8r(VN2d-~lX>!}f_7#KM#^Y{mUv7NoWyW`2YJBG<#&=$9 zeCI{RcV1|G=LN=ho^O2TdB%61YkcQ9#&AxX^uPZaD9$(yBd zj3u>8LqZfvk*4x<4YYW?(}0$2La-JTw=`+JYA}&P$Omzf+e%Uw_k%`6ZLIP$4YYW? z=AfPJvQ0>vLU=-lZ-P~m%w8-9rNBuSb&EPt9hyK?`F9O8&)89Dz@3|hr~u=lN%i8A zO-PD82nILtW`ge?PglAYrKOrgGd&hk6^h)-Pc=-H`JDo^vwh2GYOq*E~RQJeytRLrhn5w^%QqV!_4H;?PErBu(dFv@17E-7fPQ_TN1ytZA)J@ zER&$!PH?#SiH5l=#ccxG*}i#npweqvtJ9oL_aX%Zj|TZVeYh0Ds4Tc*S=5dyKh{7Q zD9xLcXYjDD8#%Y#G&)ciBV>4MlxM{6khn*8ThpgwJRvYp702$ZUHOrQDFdAfw6ndp zG|+Y;CZJ5%D6bbwd4?(`)tZPGT5Yx>zLy_rpz4k0rn`nycWZQ@O|KP8Z7rv)NUe`f zLh&<`PI0;&TFsb-+aG9{#TzvT?QC~O2kO!c@8ixXJu6~S$68aTrI3zhN~>PZhVm=l z*Fe=kRd=S@H+tjfKx+xn#wP+2WeG+R=1jQKNqv!KBpeU1Nvc=Ar(qTYod)!VQBW#+ zDSgY*fhxuLns8=P+5o6QNh?hn(_C2jt_E6!UF8U6)^L0MD5y(8D1d;4RZ%RUxVOS7NE?MW=^5*{z6x?!{7Hh80cQma_ zl9-8v{T00=QC#_!20BTrIAS!NRZrUN)*}iOaph42~JqU|%M~L**5b6PIDaH7t3WE>-!?fP6d_@D@8K}%%Y=db^ zD%e-`eRYytIy%r4P`te9Oee%rEl%Oxw#0)P+s-(NdBb6?@?{NkFi=y_&h{mv15LcT z_??QCB(I?$jQh1EI@2d=c(O8H$F0BtB9oL+EcuJcP( z{#gUn2Wr;EeBtOo6FSpjq2rKA5MaOCW|K|7biNC1(L=%(F|K?;!`wAc6VT4~1)~FP z(B;ac#s0Y=Ep_z7(-R7nnJG)NBp(v4%$3h;pgRLKZH8Cp|J!%?|M$b~FGgwaQA^*= z`~Ulk2NeDP4|P7t`TyIT|Nm=tdv+D2wx|5!ALC$3$9eWf$skV585ry;<|HN_OG&g<)XbMH_Ol)Z{xt_S+#%B@<|&-4aPC z#^jYALi(TTF0YhRBS%FVLz!lDFS4%U{AwMjfffN++Vv0RP#n4wNw-}^64FM>8OinO za>J&Wb}zP}tmM317+C=Z)sXIdziQoC11*-CX+TRXA;K@mfA%b#$BDqSRO5!qiOOvR zQQL3SSei63@5;tE!sMI%lC_@(ss^eo)Qxyw-4aQt1&=Q9WtYtfja_Iv z;o#4Ss@)bRV;*g*m0D{WW-(B6&`$Smqk#!dB3}$mk|Hy}8)fGmGlkf(ph=LB<7j&g zYgGeP169X1qa0oLuB8awKxhE{$TeI?PK@Qy~`+Qn=Bw5 zz4>W|wWjKkTcORDR7=`G5{0Jus%I@}po9IOEUIRp2abZaYRy{6w@Lbua7)KO4Q?tQUHs ztpyD_0s9DExX1(Q*R77AyFQ#k84^du4LK*ge2O|5wiQ_Z6( zKs((7MhDuUuQqm}W70V&{mf!lTxZ{1Piswj@p1F@o0g-2st?9I7rE8le{`TJt5<`T ze?Cn)D)PO`#y8qbX4~8iEV5 zkEubS6XO#Dy#$W_-Np!H{i?D)m=+0O9PdUbV|_WQBY}Dj@epo`mKO@)b=?*k!3(Zp^07- z&zvl%Rnb5t22KUq=`Q7TW)T_8K|5V%bfED2+bv|KB-#=Jn+Z{0s%>!s$$`KmwY|#!XrOAK zijis5pWdAt9cT;P2BZbZoD1&&g1orIleppn=AxgFf~Z&iTf-cLKv~qxKxaom*?2W# zm^fsybM1;c1BJlH8Xi+lWaVKOT=|^_x@#ph+Xl{*K%=xq1=HIkZNvBCveB-m#E8K6 zNI`IxYNcW2w;JfKJ%bsjJqk)WCTzIGA2bFC_8|pS2pyF9c-pQXxs-CNmH*N}ckPbM zK&??w5B)BmR6Rro&Jdh~B^=4QsU8w{*?Yp(ul%P5T8xwrwU#GzpXdSU47=5i;M5BIE`40`W80j>idqzRom85Xb*=@1|V{2a{T~-&e zS%VUJEr1_HLgzOcXfct@LDl*H3A@k#pW*y3{Qv)1>@VJF;S~$_oqzkhod1RY|LEEO zDER+J*l)5M)`zW=D_^Z#vF8_io-lH@pZu?#uA&HOQJ+&U2>`176fyZ;*>#dP6J-gu zPE=1}J-EJA*G8Pjh+=DIl4RNHmKZ`&HA2b@g)Nt(8!>`RON`KqEN=}WF|_KMYegF7 zuHAzPXs26Z2%#2-@?ZGY8t2thSQv7N(`YIF%QuQ z)-!UDOeePa=-O~PZF_YWUI{TWvO*2B2!_*umKZ{@-$>Y(ki~I1t5qq9kQ0^NZyV*S z6m>wv#;mFaTFl}4rVA~JaSHJ(&JePwGJ%@`!)=G;U2ABawVS@>YoJAlmX z%y`9d$c~WoUDdVjuYt-Z!#;{nhP8$shw7wkWT&g7 zI<+83EJ86t8dvi4HsXWQ7bI_&QnBo4f;6x;HPC4>x4I>zPAHN!>ieYm_$GO}h?+G~ zo!LzIZ0e|$B0EsG?x$hydZk8W@oq_}69qBS>M)Dz(3V-rshy&IfSwsz60Noe50#X| z(HiKkS84`YQtFK1Ue+YVLFrabGs4Y815lD?NIkaL9o9qZC=GPi7h?umD0L21I$-!C zS;;y@j#c(7%&0h#^jVW^B#9Nys4eTh8ffu&WqmMBbOfVc3{p7}dm?fUF}k)@(t&IV z`B${lV53sR4ajQWM*}TJIt{4O>C^&Jy~Q_!oDGc*LRq8;Ci`A8I&5X=m1&UBX;~W@ zXz@;`0WAr2)=6uS+2$n@BN#4Xvow&T9NcIYB)N~ePs_Tu20B<|$ln`jUu|{W(Z?IG z>uigh1L&-5h+i>MG`|{j*P+_Uyp9v=NDXwb$e4qclsfCkv+;x@&cRfPS-#R%Q{rU+%-@W&`wtgb!r1e3_1+>AUUp~&Ws2OB}VcLn{7&O(jA42Z_T=w z2AU64mbK6{=}^+?th;H7N=2RIE(+UKc7Hrvwx8tDJQ6PrB7bDvQ^VY~{WQsRbh=8X zQyVC`PTC+Tzl&axtZR}+;_TQU13 zcYZeMIzStgqhnHUrHM=N$xp3=HB7Z>m^M*QM-CVp^U=tC)Xf_bF{xK~inG?0%zq)w;U|IE?C)P}=vXwB;pCv{8t=sh<$~t-EQUBfAC@&?82Jy^ji#Pyac)U8xX@ zToL;PBCzZ807N1xiLJY8phd9HzZk=^^x>nRsEx9%Cl?r?3CCKBkT3c~#6UU4Nk)s! zgmsVxS}bekpo;(h#XW0ZTzm7{4*&mOaPxcS>g9O%9klY(l@G1Fc;$wbhppUm`PXy? zymt9<%O@`%iO1eQF1>!~NlRxf-EV1j@oPBd^%pN%tSzoBd~e}BxY%EVZ~fhHs{i=> zEAXU0Y5oZ3x6WtruDjJa)!CT)J#O-Ez%cpjx%=Z5|JB*Qp3P=2oUPMW@PnE6&OCSK zYJB4kw0~lM0C%|S?8H9U`la($mR)=Ab8mETrATX|jO*2<}s4fy|GEGHV)dqWQD zI6_6wn1I?dCZP6A38)*rApvy)oug;WLG2lHP?|_op!Q5Ts2jZ@2X*`}xzQccP$%6vWTH;G)0B+5(H)XeC;iMJ zA9d25LrUtTJ55=s>)jzMb=<4$no?5NyF*Iqm>;;_9r97f+_up*CZl$Z$*5gpGHTbD zjM_COqjpWns2klO8FkX@HszzPcZYn`v5(!9jJnYsl2Ir9lBRsrjqZ?-I_YN)DXEk0 zG-joCjajK(Q&#GFcgRW|``C>ssa<1AYS)yKy51d9Qpf(1rhL@(?vRf<_6M4hQP;ae zGV0hLXv{?I8Z%M5W=zzsDHC7i8OC>>Zg}T<_q4&CV}Hq02e(c7 z3{Nq>^JK$2*Sn7x+&T7_JZW&-q+jwx<2z3)i(p z?i_==(S6|Hwn;zmn8BT6e_&&9+xQ>2(XAWb85!SMGrV)X8xHOqJDlp^w(-MJ_5a&; z*Z+t8|Dyl@vW1QLx6VHp^}aLm`u~pp|4#k?l*-rg`u}a^bNKlGvehl|gIX!cof?U4 zQrRS$$rh5rCq+m{W{cuf;*pxP&KXH~cAn+a9HXN@|A|3*{eVBw5@o5rk09h5bY-$zxk>ya9$WX`4n z?Q|7GNXx)dpHAROMyTk5N9GLvG!}BC3|pDrq)>+==2#_MG(>kiuP!d@b=*K z3PqV5w3u=2S1XcJQQ4M!{--> zJnIY%bdas{5oe}P+<@kw7(&`e#qk8qf64__NvhKuivJ4~UtTC(9xe_yNno9>fe!ML z=Ah?~<|XBufCDexPXW2+8Woa;Sj{xhY)7So`cxcRr)i)?5emB$3K~Hmfwc|2 zHt&m&I4rzS>3XFffI7*k8tAUilun0XZ1DCK8%i!6Xbeyrf$-Iq2BB)3C_#Y} zRs1S`p%AJeX!+JD8tAUi)C{!b(&4r+ioimFUL-Nh@T8qt2;5i*(M5v!U{npPlQqy? zpQ#CGr>k5#w9nL~!3_?Z&^v{i2~(4ghu@*a_bF~9DP4rtBQ#JwG{BNHXsRojbWjh$ zIgMu;il{Ahd8Ux)niGBHGllBqHms90%;Gauk=F#Y(=C~FFiINvm`8QsnY7@1}>qHHdfzofQ=rTs^|8B{oBcd2hOA`IIHC|>_EaPY^p|;s3VAP;9w&*!H zLBlLcU*@2lZpoyBjt-9{jB-Jp{vesKqRs5loXJ4Fx`#eW%Q{{IRRi6r@fj%bcS|N6 zBGN-6evAVOYd0zYETf{JjvXF?F9G$LW@J5F!z>0m4e05kk-_t@Zluo)ehkzRq(~@0 zi8e@^353HeEvjB>Jxl`~#6YQLn!VDJNe6l(e!hUy!baew9UTg+AVUfeUM60PzIB`i zI*9h>pr?+G6tN&QE10&}P63KM2Zp4SqP)-*Ym_z&mefi$&_Uoe2R&sJl!9=CNC%$@ zpDUgC$fzUE&sR$84kgVt6wTObYoJBog#u+vbSSxWw6U&D#Y7U@G6JvLlxfWGz`Ux{ zCrO8O!?ju(Xc2g)0aY#?+G6S^AsjN{0}16HZ3X#EA!zauMKnpa=$ffoi3VB(UUSe+ zSJ`xEfw$(<0U%mTD2TIdpqUt55*QvSy?eEm-*(xVqko1~FF{?o`};?NmxG z9ki$LAu>L(Uy-o4GA$O>BEPG8f`XPY}DBMv$zp2kOr_Gr-ANzyo9Bp6Ln)Bk*QZA z38iv)!S;!*3KntICJaD03JYM6t8nuC@kIz_QejHqZIlwE$4bWSYouhkg6Cge!) zeGRNF4Rr9q2&l;kb*o#F=)?ypfLfbw67ERTk;$Un7X1odDEn?)`skIkIvVI;?wW&^ zBsys}<@BF3nRE3&>1%G11Yo&yQ5@jgaYO4y4Rr98nuC@kI{lVcXYquB#E@C#NcH9& z>L^K~QA+2p@3*ZRG*I<;i%vyQsvhrDpe2n?NQw09@tMNuAY~Rw{(<+*K`yT26fLaV*t$*wRgZTnP^HnSjTEnT zL{JDoU~-7^ApGJQ+=l4pW1s{b7ojif+7VDOEZUTGy4mb4iFCr(BTFAJb8!1+_SW&S zM6(V74LA@e`O*`cSdZ2~<(*Cmszf@qk#e%|u-e8{7F#6g(IkgY3o4xIHs25Kw#aE( z*Jz;fPNxFxbd^e{76rY4FN4L4&TaBXSg*?Lg>{f(4N6)GPpDSIx>^I(qacbwMEt_N zvbvAOw5voqwSmGP#@LlS1FU-nDnXY{W)bZ`QOpg|Ob)BoRT}25C};xO=_-{@ZJU^MN zCh7f+q8g01u-&q*&@e{^IvKRnRVtm@Kv_a~ket_=7_^hVVzuFljDDR*i_jqtH?=O; zK=WC|&QXr2n2|=4xr!x`&Sniy_=q%J3r|_5Zp3MkJs`(om>zHy6FS$e%QQ?GC<#e( z&`wv0bZP@7;Q$+yolzhQ3#%E-D;MQBA0{Y?B$TJ4hIOe1y7NYhIvbtw6J(0JC5=vs zcpO^DR*7k@oMw2qG5e&H*BqlFoP_PvxaS)If_}gE?rYt28>b zc@)JcOhb^|6ys-3F+z(+SCUf&`X{LLk&I|q7iggRJTg*1?Up1uWfpP#B@2l;r|ftk zdr|8mtwizIgOv}v**agt+%=EPK(8DPN3lz48;zAswg-~wAVyFwdVxAh)3wgkKnEK^Q&4sO z&-MQfT73=r|L;cs|8vXdE`5Kglk@*~^#2~RtNy>E|Mx)aqt>aFZ&a@OWA*=fC6*9A zx}KXbdD;BR2Mdn{`D>;X`l~gm7GqXwy+Rvv5f0TfHX$^3dL@<+WlOge`jFIpVNutF z#TT=*qE3%OH9pahC9Rihpeh6_o`sS8U$4XxLZ7V`1qsPANrIxz#2HFdQK8Kw2zXK} zX$02GG|Xb4=AfOPVhL&AE2_4nS}BZ&qIOut1C|pi-wymMYO5}q?y+yZR0GYwSE&lJ zAvB?2ZS_hdA$l9A^h5B4bE-~G6mCh$wo_s35Qh1Xte0q*>U*6Ev_ukWkv!pcvmPk%Tz3aTX>O$#H^_vaRQ|NV^3R)Gms7 zjR@m!>qQ#q$R^(ev_ulZu{b~|iA=B5sgVXD?z{X0p>1SC0&3=|YrRkd9XZZS2JQ3? z%OjIEj{-6{Fxkj8h-5G)3+ksL4c#KOPZLiw5{0@KXrStYVcVM1>I`fSdWViiLzFUr zCBqHliX#*UaHy{$Rfhs1#tMl4r@r-k4YT-Q%t1RnCDOTTpq#p0UStR(QntSAw@DMC z42r-6>L5)teXQqcplYCMb7n%$-0GDyIz`M2DleOQPlQ2h?74Z&F4M?Ewv8Tu8ukC@ zYM8}9%|Sc8l18UTkZZJQ(;+d&GzvwD4}Wp~fiM$!(PjfVv*&1_d1NTkNM-{qX>>N> z?vYPtpwz&5qalkbp9#SR&5(KulaYPWvo%Z=8Kwa3^hz3?AqPd2|0IlxH*>`Njq9W! z*k&hTBOqQ-K6sV}x-(G8bC{^TZ1qYSod_W}QQ78P(U8U~EM+)Xpq~-6J@oM-Hse8J zJyXLR4AdM{X>@8wML9gMh=mYr(e`H9l+!=UTRZaIFr^!dJ^y<=0<0uMfoD)STDWUpQ`lO?R0~`Y5b?Wi$wrBmR2C5F?Q-PL5I#p^FnOCeT*qk8& zC8T(%MIqTnj}RJeHS6gbsKi~4P}7XGB+^Oh8vSQEE4FgNE&6y3k~o_*(IBr_r|S*f z)u(Bo#R{XES3;57-Z}p7tIF3aiF7uRk))Xn_5ZrGd)0)A4@(>wVmR9^Qov*dtfy+A zMX;X+REczI6N$J}M_QcHh_qIqc}OEk&36fj=zBwajp8V_o}z&k%i1)cC6!K>%nc=4 zG-h(;l@Lwwx;TBKJ42$U*(O04Sa<9j)IgHCr&Kz%k$R*unj~)MT%f&-_7!r>qCrTh zhB~r*!ePtmYoH_V)C6?@(RIxwi%mt7Pm~Q2TNO^HG{I7`PC1+MPH{+TTbTwr@=i@a z_ZtPRQ5la!NHP>7^{Vug5F8-mS6Kt9C^{k~XZ1ADA~>jyBqPbpUP-5uZd$fv%pB&e zY|0Sqh#4exa#nBTr$UaeR#yWpg2ObRC7sTg)Ddcx^kKT}7^oYtnu-dF@1tvjs1U`2 zrnRks7Qw+Bw9`{Mo!Yj6QH8nOG#$4@BrKsgT5xa_IY*cH7&egbd9ntYFET|-F&#;h zPm8^hOs7lE%0)hmnzXn`NUIkcY~01feuZ;-+DH=XPc%%m$V>s+>6K(UaZsR>jUJg; zg1!=xkUCq0uus%LpPAM^>q#2u$UrA2l6obXPF`HdmJb0yc3;FJ<`Vld<`U^7guQ4g zi9+jk4Rds$6G1z@h0z@^#aZl;5W7adRKoP*HPD@HgAyH_ zyvyF|&5wShs7p)!nlc+gtCC8m`b4V?50{=gn${`UxYiRi%)z$76jaXt=R=`~|Nn-9 z|G&5@{Qsw~Ub0$WU0wMuj)2cvxnkv^D+ezBWcdTjFI>KEIa$8j($AJYvh>oW&eCy9 zhc5od;-?p1v-sG>M=Y){{BGfM3xB?F+rnuJ_nH60{1@h5KmVlpv*zzNZ#iFc-s1F~ z^PRw1nETe;yXKxTciG%AbNkJHfA;TYpEG;a>_cYnJoDq3_s_gw=GvKf<{tJh?2p+m zxA)o)x9?^B=Ko~>A641&f3g4f?AhoUb4q*0oYI~dr?h9xDeW0^N_)nf(w;G=v}epI z?HO}Qd&Zp7o++nvqc`M~j;FG0^o(hxJ!4vF&y-fW(HqiAC;gtL%+ihCkXbtEXPS~r zH+n;I>G+?y-W&2u$8n8%rsUF%-jG~69(to^$}ipM4f&;$e&z_p^ti3dFTUyWtwV3R z>f-B*vV8_R`kAJT(~aJcaXRT|8k0_Y z#-!7pG3m57LOLDu-iM^qNh31loo@63Lx$=`&o{o)GrrR`ymP(xfWe((Kcf2&ZkzOo zHjVGRpYfeX8{c`9@tyZIzVklDcWxNpd2i!8k2Jn>-T2NU4DVd;9X_~o?DRNnaNDHm zaj5Z~_cFfop2l|`VtnVp#&_Ps_|Cf<-+4FVJMU_E=X&p;!JT7Y~{r}cIYfoQ0X!W&u{lB&R+2wNz{r_xnzlE3P{C}zci~j$$ zv;T?z-^$DjXAZaDXxFU|<@*1Z@A>(jTgS8gOMkl6Qw$+3{R$HZ@&>JgwA@lMXwh;j ztpB{zLX_f3tjE^hYxxe938fyS$|NRfvl2xJ{|d56(mL3r=f8@QI20lAGox#G zjpQ$&BH3B5O3j$|HVl-cM>4SfRs&U~ncRjCx`BaDe6Pe166?_vB9f@v$}1%W3;&7A zS4eK3v}_u-1MA%yrsU122TcQ7VhGWuh=(F|%pm9SLDZHmD29x-H%v3+uxnN8T^eYS zQCEh8Ml94`i6MmDpPz(qIVkZ-k*z@sOH3ygc85M31Y8~9R=iUKEi&rUfF`49Nf##{ z7pk-{iKzz(Lz1_Mzb>XT^u^N>n>MV!(Ljrgx;g0HUaUYXdls5RjzjLdK%WR)MeOO| z_yUR-AoB=~UHZM?JkYyMiradJ20B-~RMi+%JtnA6vVGaxQ#KuyAu233;m*;T6N~j# zC^m~QU`78Qvu(QHpcn5#b*4t`^psJDRy~MnjTU7nX~UMcO2wK|CiORLsi@Jw^P{$4 zy1B4%+D{ zpAK!HHNHl%`J)yuk{R$o;dIa(iX9Y%@s`-Iq}E$C(4FtpxFfVzvgxQ{KZ4Q#9bPCY z@NlV~#?-8-1~-wlXva0kVAfkS%t3H41?}{dO@}tnR6q^L7q&lQK~OPizhw4C zv`0dJVq(!3>A5(lduh%3OKq$>pQ$P4RGHLpi>p;~{TfvQcfFoS$~ zrzYDnZ*<=fpmY%97f1P@tta~iwt_J|i*TIrI^XO4YcU4mg{0o|F5mS$9Z>WB;Yy|}6MIt^59dZ!v`$)$s%MB?IhD%}-)GxRFbM?xL91<#fV z9MI@dxBg56Ep|xCxXmOYZS|B(hjw~uqk=+T1ydG-8$Q&CHhg5n=rrRX19dRP>(F|w z23l-DrvWY5ba+w7Is%W5tshO9kldKZ!kwYz7c-PLZAwk+H5zEK0W}Bh^h!1zSoSud zSn-WS!i&dOmoHQdLSUmdMBt3=ne}Q7RFAzztij&Vqw}aC0SQ3^acienk!Q^QQ>c6? z2OGXuxOS=aDh+d2>@@-H^p46wwRn`cK5L9Lxcxa zcqC>oCcW_L{QtNe{XgOV%lZFY&i^+o{%%q9|6Wcd|84URaX#*xHusIWt7m^b`=r^W zUFZL=R4(1~?|U9sI^mD|4_mzwKZviAzG<2y@p+N`3Qa7uszav6$c(1|Q4;;MZ)k%p zKALGZNhN*|drqVza?v)vmn!pz=nFEYD>SgszS6F?t*>jK#r!n~-P{W0_VjahdiEKl{NF#Xhv?KYAcEkFb2D-DPs?D}Z6YAbxK@b|ELX>Wx4TqbA%Q1#V zb)h@Z+=h#AyM|{R(u2EEca~Ih)K0I&5TXOLjwc*FbVNj2>WB>-Zs>_eBn8Ey1hc5v z`l>e8ohcmTj02OMZ;2s9yFD&xbkq@=m`QlkasH=q99cDNGogyod1ie@!yGKB=Ab2p zP@Bd!I`LUq5UP{-NAI*S)e&-Qad2x8Ae+{gHBfy?&4)R8k6&U4AwI%pjJ|1zwFC&f zm^e~!{`bk|kWb>A&gSe(8mPXc8iHOv8VcEbu@5EkM!1l$H^cRX;O~nPAFai0Iz{RE z`l1G^FR4bLo!(`mp^$AD>}<4N(nKtaIW-EW4*9=2tQjn#pq|CnKWm`OBTc%J&h4;q z|Azc8+6URTR}$&u=Q12QNra?_@Ly%1YDk_amZR?OX@#Z;K$p8=VE5wz1&BAwbmJ$Oi1WimVn4Ln^oElpPMOK@l#Z)cULjx;xyP>>c*@3X#qsYLG@~P;pL_0L(Up zu0=W}*_k!Gm`+#-0GKQ4sJp|x3F=m_q|%9K13VnW9BP3W75gZ-K`SGTR7<>iN*^w4 zCF?WVSa)SX%}56&l}?B_iLgRte=X-?-YT13A~9;Lq5!~oqhmaBP#$C1R0*Ldd!* z>MO2~90?*mh%8#4(m=Iu#^@-%)hnrVh9ca{>V+35o&QymID9i=RqWSD-nCF>3R3Hn z8m9iu7=dyQ`JxUZ5>q=#chb$6@NGefb!}_>}sRlX)=-!@E>C`gJ2_i_0h(o`hJMqD0 zhNlQJ*-2>P0b4WQ`j`e<1cw6EY%f^obPj_9pDEfkNI$c_$PSQ90A1;DqJo%#%4QpD zP#v`h4pX3ZdP=BMi}+zgTHB+D#oHw~zzJeYhB65XC~f$JDa^sD^-*oCYW6AupV>=2 zZFI8|a)f|lmGDwYX_E!zD4ybU$Y>E8M`{;oD(fQ}W-)usK|8%uM>i{Rl@zEjbl|WF znNIk`NEB}(0gbU_ic}FYW*^o-8K^E}KCwZ4t9Q!iKx;4y@SOHGA-?jNq8^Fh7E28} zMQMuaAQ=GH`jCbx1Dy)A(^E2?+8gD>(rTn^=czME@=BBrTJUEeLInZ3Ur?JH)(16E zg}HNjs!FQk{%-!ieeKFhDxGMQwQz@LP z%m2Cj)8+3he}$~XN0#5S{FddvSbq8PbC;j8eEagv%a2~Zc=?gbC&5T)EI(lR$mM%1 z@4xIU{eJ0JOFvrr*3v&OeQN20OYd5G)6$Q>Ne(~*#uU~xC;tLj^zW8K#4c9MTws_9sDU0di zgBJb8`z+pT@xaBU#md5eF8p-iI}2Y~`0T<*@H~9W!e5XpdG5kf7H(g-dEwCu7cV?= z;UruT8w(FuIC9}03;QoP^S__})%=gwIVa z%K7u>PoIDI{6pu%`J?9#n?GoNW!}a&@n_EWU{Cy`^D*bW&fA>7bYAH^-+7wzC(bR- zb88U+jC!<`-iy?&Aof>&2z7td+FS>=kAz$ z;@nMh*UVisch=mAbMagq_r>+OyU*=6H#hq~v%j4E;p{hOzcBmB+4s->&FmXyUo-on z*=NjlXCFU%>MkkAcH+$;{a^kC()P6AGiLV zsk+Cxib;nmtTGFGUtx9{OY^>-PQc+J7BEjSO0pcbH{Ri_3cMHcP!;s|8j|Q$6|isLE>%;i^K<7zg)`YJzpCcpX$_u2W?m-$_+{OU{GSIMuw z$WPvrU;Xo?PXG4&>I>&P{U_#EpXcfc`PDyN?euTUul|v%Tl1^WarOB8>a&5ks zm0x|3-|EWz>I0WK{VVdT_j7f5e)YbKoc?9`)!*|BF3qpr%TKu^zxq3_F3zvs!&AE` zzxvxtoc@LR)w}uA3-YUXUF`JF&#&Ie&pR)_`kM=#{<-Om%gX(?27>`s?GJ{^|MEn-6pPr>Uz$o&Kr$)teTa z{weBe-szv5U%ipP@reBD4g8Ih)D?f@#Qf^7noj=&b#<)MKVDru)agGwzk0pv^dF|K z9^mwk%dh^j?(|c26*>KOe)a!Sr{Bu2{$f9;pQx)fryr}URj1#~um1dAPXAbSbx)`N zP<3^P(|<^Q^|}+B{)6+YKeOig58`T}@@G!}f%$)WZO!Q)qpm`y-%wXor(e&nUc(@x z{OZ*VvZk&WWSC#Q>fTPjs;-W7`hmJyclv&Q^-6xSr>^*UuDSx_0r}M{mYn|m)zzZY z-^{OGzT))nr>>Tr{?Yl>%NW{G>WZP=S6wl*`{Y+I<>zgvD=_Y@uE0Gqzk11Coc_AH zy0g8tSfqFJY}!ru$| zO;z}NA-|~#e=j(~>8tSfg2SD@3V+WBLxsQRgQ3FT^TANz?|FA}`YQZA?*ON-!r$}u zcls*)J(nk>!ryawLMr?{hY_jp_Z&u~!ryZkkqUp$W}2$-_iU!A3V+XHBC7EBET*3d zf6rn{s_^&BgP;oL<9+7coW2Tw&%CSCSK;p&{0$ZUp21JC^ZTB`-&Nu7PeD`R?@vKf z;qU2paxxYEo_>Insqpvo{hdsOzo*^H$yE4z+96J+!r#;G>0~PWJ+SQYX z^$v0}75;j6b21hFdUtg)75=*XJQe=B{5%!@wi%lWf7^^mg}-e^slwlrALL{z{5|=B zPNu@&pWNHYRQUUoBc1Hh{Q3RKx|6B!_oNe?OohMOt+`CX-$LbfCsWbyiT8Cf75$!g zw3Dgm_r#-|OhvyZ@TgSudjbzgMZYKT&{Xuh?JiEHqTg)?I+==ox82#vRP?)*2dSdp ztvo&z{ch!vs_6H42Ckyt;~BV$evjjCsOa}N?o-k4ar|8s{T}N&nTmdoeSnjx=ywZ` zUPZsh@aR?adkl|WMZcR5b}|+HZoY?;spxm}-JMKDznl0CRP?)v-#|sby$epJqTk+m zCsWaHi=U#R-xfbbMZYb6ii&<6UZskD9bUAGejQ%4M88VqM*f=$e>d{qRQS7*zoEk4 z4NFd@!ru*xPNu@&^}Hepe+!lColHf)>v+2=`d!D{RnhM{-mZ#%*B}>`dz~#RnhMn9;AwX*YI#v^t+lrRnhNi{!~T3tNBwE{jTCqRrI@x|E8kfRothd z-<3Q*75%Q{@u}!{Mc`yd|ihh^zH&pby zjK86x-=+6)G8O$U-EcA${Vw6BsOWbIKSf2qi8a@V$fKN|ihgGu?DSOhJL?`! zPes48?(Xzd^gFZd^i=da<1nYEqTd;ZIz1KrPG4|(D*By1@AOpkJB`1gqTi|f4Hf-P z$~s^E7bgS<3OuXVW7Q^7CcHVJ+UmBi_(*cZo6PsP3_<597%$#_)kYcd`c z`;KKiD)t@w09F6LS=IkvvpUrO|1S0a|6c4Zt}VP|;mG;Fo`0b8QRmdTug_h@Iq|kx zXXd#x_q1PcS2>YAyz+(0g?oOy=jL(c{#}2zm6eo1u*UGnqR{V8GE{mhV%kVhZ^ziC zO}8fHnP$`apOH*Q?#d*c4xWhVOp@u$O3ENfi&j0_$tZJ0WYiInL?b>#(jjT`3$&0( zMmFfbHPBtPe=|^}45F3VsQ$z$7D?zE(wd3H3?rp}K>>jdV`*(`c#-ux4YVkbs3JUx z!P>->Syqw;k%DDH5sxk;X@c_TBWX~j*~C!|0z!cJ3`yqSYM{kPrvX*cAlgWAS3z+E zIt8gvKwTv2P)@5+n@*`p^N14)ng6AM7F8K@(7o_e_MB-Qp{3K2zoX>}eYiT0k~SR% ziS{3rMY=4K8XSwTm016&f#&ISt!5hzEe`fkDBhbXaS#nPM7B4SrZ(S|=JXl`A>`5! z>O?ZQT?^@`Zuz@V^K|-DsGUs7gJ{XudQ813;8UR@&R9JZX0aI{F`0<@N}Jjr4ITfX zjWtic7J4s6RjlC1!Y%T}Y z21+9+eREWQ+EP2E)CN4QZDg7Kklr)I@mjI8O~fh=88gJ7+>jy^+Li6L^$TsR>ZQ85 zI-OB5C{qRHbUfaXb38u9D$crimIB4MeMwtSii-ANW%5L=1;q8FoEp_;xXrS_VS#PHSEm?FhecC8-N`tR-28GD@ z66YbD(TFNlsE}qI>&F^sQ4TT(-PCu5`YzQ|FE86B)W@4dd&+%~kpkRFVoV2rsEt*<)SZ#$een}! zQpux(igZJi+nBzhcO43irGb(zeyaf+37@@8Wc@(HEUKB)fR;Quh&ySu38#YUI9szA zRZ!M*RydwCWqItG>s9Of8tATSrU^A@t5@>qV5=!U-X3bNGJP>hlAcgPD^0JhDr>4+ zOReu|pu4J>W}wQWLyLoT+U_w9qK^dc972*bqVlC~GLLA}320knKloh@wD?dJrPvI# zWYU3O4(wWX+Q>muw@qN%!l4s~Z<=>f_A40bTHnz?i-^y}3*?hAnMhlsJ2U!BJ+$aB z(^cdkctP}>u?WXb5Khs|H#G-)TTQqoDNwa+l9^<#T13K}eS)1}8W?nFHDa zP+w*Cep>@AmKk%L8K*$txutp!!zqwEeJl3tQ(ASWo%T4X;FiUCzKfi?Io4Ri3BnuA_H3QBWI zKzlSD+X+?!)sV)D7$a&xQGq4;Ms>C;-_$_WJStWhlgTUR|MT~JPwD?XnJWMN*PPXF ztiEmaDb(-7)ulrJ@9Hu7e}^poYVi{W`hQ<`-sE(ha|->xcg#I)?&4kgf6dv0W_~*J zp_v!YY|T83?82|@Puj1tA7h_rA8Gx;`hxXFE3?kCd~3e)&C1&=Ppw>3sa4ka)hGXN zBQutj%FJY?GGke(%ve?`GnSRgMr5V-t=y9t%SvUYvQit_P*!S!3Pm=eEcJ*RZaVbR z%dg*i!`9`O?NVG@&xXoUV+1hPv!SfinAPSs` zo5oU7nW>c2MmCg^nuKnwCY710No{2N8|qGNWcwN3xt^^J?i~BMtqyLRH1HMUJC}{` zTr$3Mard2LHg5~N@7(8-x{=Kr-{~0NIcI$5tnr;QyYCz`c6;}oW5#Y7-&rxfbC2nr zz1t1%T<<+`aOb#b+%ChCcaDXA{NT1p(2p~|^RdQv-eP>`V~p>- z+3?Qw-c5r$$3CLHgWD!OqAlY)JH~h3Xnf}lhIgv^Kl*=9Tf58Zt5@&0^3IiH`7_Ip zT2l3Y;s3uZ*Z+Gk{QuMEzM1p?Z=YS9dH&3y_FvhN^+D?qm9JF(DE+_88_jnhZAHBl zIVcppNaed^?5Ng2DT&4S8jZSEklOdu@*TUf>PG&nSxF!S)vH>oK|KZ`CUT+3piqLs zFcg{&LOyXowmY&9(Li@))lEPei15DfCSs2xUqh zM9cYN4MLrQrwMnChwD-&iCfffNsjvHE2QKItM=VA%wnMCpq)(VgJ=V7h1kj9CWE6c zawPmeNl7#wFl|GA5cg0QBU<~e8mRt8O{AH&G9?e94U`XrGPua-po~d=kOl-C9jRB) zGJ^-7$JB1v2WgnQ-l!SqeMdi1l8-(GFL)fx@w^3QFAKZ6a+z!JX=k4wld|>sg2Zc5c=3R zpatR+2J7f0*o(@gqf# z1b4bRWO>`sK-C(Kq$XusBh|L7?9z#PZTfPv~^8z(Jj4bKm zE*UhjK}>C1106&`Q_xPPTspOR#HN<;AWf2N5`>D+rq@T~rWGMg5;2+3F|sWUbY~uk z{FK?YtYp$j0UjYzwnVsTbBqyAejUa-vfF;_QJxN6H?S)j=3pL~gO*G>(~wp&Q51KP zd@7DHIC}H1$SjHa04-WKHI+?10g2S)AghT|?0kF&Rdh5OnDPWAlJM zd==3_I{fO^|7xIvd1MZ{|0rk+9psuT0-cSN%?k2xENqAXq*01pX07dV%&`8Tfez-8 zIp}_)ppiJ8Hu*TwNf&K+MDfwjyyA5KQI(oHqK1k<>yGp3@AWfRK;U4f`c@zFIg^ zGtV0BsvFu5(LjrJW*X2_M?u+u)e(;1<76h&Gl(1?l1#i|dbsJ<5y?{5ey|2wyw_Zn*EY{|ruZGI!QAEbfGNOOGru0dZAj84Dig!6@MRub!WkJ@#O#_#DJJLWEriw{I)0xx`x|JP2`oRzfL$(UY zdWi(8m}|4lp*_gyzn!wkwtXIMO~Wh(It^&aqXR{4OnjNU2r-LtkjQMcrJET;aWs7C z0c$nwPy^ldm6|0wN**0_YLhKPODrOZ#U@btwp*NP*pOB^QPiqfs@qi!bXPnw163X! z+E?n*OjoP3y0BBBi!aY8;j17$sJM4Xx@^vNq3&=U%uzd;vgy#i88p*K_Cg4vFP?}*Yd&F+%~>mGBO*^K$>-eWX=CM^ zp>tDpNtzwoN-iD9o<@iVvGa|aET>|XOv;(PlJuyPXm4_Qvt12SZ3w3VEnGSl1}+`7 zB#8-x2po!O1-{pS))-0)rU%(8EXR|k{QwPg*N(-g^EE3>I)T#=WZ)%{$H!}@r*`y1D_=Pbg)}72URv5`bg3L zWWKN)Lx7Z6NRqoDsqI!8dx;-ap&&Hv4Gna#88ij$WXh*Qi-O2-B4S(P#P7jcsiM$K zM?5l?FgDSyt5s3OuG#n2K=UXFTg$5(cExAPrb8PjV$U@eYKcI?ZDYegb&pV3Lv))? zZbt4!_K_N9aV(w&wB*wfQ96X^z|scMf_Wq*k_N=$5Vj1ZnUIruVy|nUY95KWq9;`^ zgZ}@l@aY&vK^`pWWQd?}t)vy7x*bB|a7y)>xXhiaJmYHA4T zkAeo2)2jF`vB8$A9=2N~wuR!<UuN&bUG?tL0`u~5T`u}@t z7pz5VE34l@&F`73m#;o>b$`_Q-n;VL6_ft|TNh7V+*tVi!si$M5(T_77mi-2%zp`m zyKMeK^z4?LZ#(aFp5}RaS2LfO zdF9Mw(T!WTe{X-@{!9CI`%L?2RN%g9z0G>Mb-DFGYyZj*D(|g4w{msmp_K#o{A6GzG-LadVkniI`#(|x0Uvd+e-V!ZKZwVw$i?7Tj_d#*j74r;Kn_r zebb)O_5QG@bS$)SLuuc%p>(4^Y$%=deHr(Z_KkZ=`^G(`edC_e{zy;hzPly+BR!@2 z?!fFD_muXHdrJGpJ*9oqp3?RHu%~qFL^5tD?Hf0g_Kh1#`=$-0>)EiOblh;VVK?c7 zIh+|clxC(4r5o9>p>#a@dN%AS9W$KuY}imb=C+M&q?>f#vo|yDCe4hyNi)-K(v57` zO*;PhY-Gj_rI~RF~0NS-FJ@pelOa6=e}38>_X!^FEGCI zeB(RMGrsd&<2%nWzVlJWcb;v0=Oc~pJj?jbGmY;&!}!kAjqg0o_|8)e?_AGL8QeKG zcAac?+apYF+sIBD+%_r1ooIOHuKK_9|G$g=|IaS()c^bR|G#wM-t%vr-|7FqX7)F^ z|KAH{4zu5o_y7N~_5YGS2qgoom&v1JibO669Vn99NG$lImgrVWaNG9mi?nQqD)JT5 zVkY&Vt*oRE(yBJGQlwR6 zaInZq`XHFAlC&bRjO?CdUy;YFi&H219e&-Hj=q*>U!Z{wvajZ#TcgP&#L}?T;-QMg z3w2uoMcE6HDSDja8f`f*ymP4u+ReYOTF zBb^fT+EGwiiDRGI6Q7Jw9mFp=76BvAlO!;$`Rzv2exwE}?{rGg!l!eX-A?K?I{7HK z(Rw6(+e}>aNg)96mEtCZcw1Pr&(c75&EDV`cPM?e&)`tlbPhr3MhXH%#5R*Sg#aKa zZt+fs0Dx&d3VlKZu+P*$cTFTSQ03C8mq}0%YfD+Y7EA2KPaJL#-wg_qlxFD9q`YXK zp@HuDWK2LinX>8B>OnF6iWnB5zlwUKe5cX|C24)(f#D%YInm7~-_lfUSoEDkEDJ`$`y7`nXYWB$*Xb~ICK|7hU z>D19nn%taqaX29O@c0(6sGGXrTE#Vx`B++>nr@TspOZMzP7W`#|s-nZ0m)}gV4 zt%g_Mg}T!+V~*O%lvAhnQUhvR468+i4|u@Rebp4*VyyDov<^1t2u20Gz?NzH)EFFpcf&Fj|R4p{J8Y**6HM!>kuyxpZp5fkrYS zI%7;|Jpxm<+I2(+V=oTTV-3QH6QyVC~@4Pfh?=;>sjb!hDFDZR( z%qp5Z>S$26?L@;ItfuCmC7aGFGo_tE(D9&W5(*(u(^VqpHvTIF0OW*IJJvu4yD|mp z^HytPtKwVPnWOtp!Y+HkkfGuI$HIn@ukfa6f@-mfM{XL?=+M+a2OA`F&@)P)p3nY^ z4H86V=21;TQNpH>VWRjQLIGfVf2;;N*b170s`LLXd)A%~|Nm91N3Zy^|3mBj)(Mp_RxaN2Z+mVruEg)zv(+!L zgODRdC!P&{!fuFoPtb3AoK}%|gjS6yHVW(ZleDoGd!!v_=E=J4Tm2F{$fGNf_Ew^S z5Dj31ihVj1%@#WDe7f{Cw?g}N4Yb%JO#`afLE1+H2OS|)Xk|1*$(B$WGZPLOHO@E@ z-%-Q|Yd=u~E%r#$fR^Y%uFx4mc4Dv#*gv3(N(ZX2h3at)7jBveX=Z+c2C5z}GfsF= z-ZA0uDC6%VJoHQSAg}5ro+}6OK*(1#*g{uC6gmp|4?-~Z_)>4vK-Ea60xi*l*nS1% zGT5+lKINT~;)sb;^vI)N96;~$=%>3?16A*ID$xB$zf{JOG@vY#$B`z!l!=5>Jh>JZ zC3EHx?f|j%dmOOb_BysbS|$cmRstHmKtGm?JD+WracY)@8H( zI1O~y<23_a8y#uWh4=2UY7>YEgow@ZowC3+-3D$8Y{Tn8(|)W5y6f?pfv%2%!s+r! zkR_XGTjVm(7$A3rFLc^~If%gmt&5?3iw0T*2l~=-%>j}tVdMUs1fZquYxb6$I@-CV zHm5|~e1&Jm9tj&=Bs)?LRg;B?F+smjpBH{RgdO15nX-_Bm(_fb|Xu2h#zNYqG4YSxInS<`_mwY;S z|M2^TBp!-#Fq;?l+7J&~JXTSHZYMNtZ)u>#0jdZNh>=8-Ceq%%^6AhHP<4br0#Ya_ zGqabi#%#OEr;zLjq~#U*1Bt9%sKo(l3e-+tIdy0+HK1LZEk1%I(xpzujBloa<_ion zG$vZKi?(CCqm7l9T7$`)n`Y3+JPi2mzCIac)S)eHA!lMF>G?#HTvwbusC;p#787+F zc0JG z4YQa>(}0$II?(^18iW){Es_)q(}vv&Di-446QjnD+)LHIMguJtnL+NVHi!+ieS9%l z$)^JcpBmaD9R7sIL0Dor#ajmL3ZL_Zi}-))+gEF#MZBK|wB*y_!NY90e5O$EIkvHc z!UKQ=)kI;&C#jF$i)&w{ffg&9IcO(SJ{?*-3Xv+pojqpq(#M>u>9F4?ZRYz4S~sFq zQn#=`xgR!GxS>x z`w|Uw*BUOZ_`~PBkMDGEc8l794pXn8$Hps6{sDzE~S8-waU_-XO8pq#~}) z|GEC(L90XlztaEv9sYkq{l8B*XUu(TZdm_6+^T>0uBr~lVi1R-tv5H%AL zy&T=h;S(Z+j9+iT*ny)%qNxS9*lpRb(T2NgQ8l8s^-Bz)G==`kw*oyJ#tup|Lgb@j z(x&`I1g3COZ`!ZcKzA*wW}qd85aeaTgwRQHLMX=cyK@hZt8wuBQmzgzthLrAiZzD!&< zB03?j$RJS-A=Z(uYk6ptB%%EZ4YYW?(|{_5kT#L9gG$lWi8kA8xtT~XH0vHQ0(xYM z{a1puD3frGSv4MsZDREy|Up3fnb>?moS6K+$hW#=PG+*GP z429}Ta7>jdYOxL7XNIN35E5&#W*fdOD;Z%wX05^Ii{}gt7qUA3FJWxI^#8MW=5f-L z)xDqYu9@!H0Rce~L0%a|2db*OmPSQ;sS?2j!7T`i3dj!c44?wy61BT)6xZMyH107b z8l%QN#27+|8Z~N+Q4&pJ5@Wp4>s4dC@qSNL_0%?9{q)NxpZkw~?ltASPxtAkmQ&Aj z&TmP@j9zdv1l>O{@>vOfHnbjc!{{UNy2M#*GP=FM20NpY|J~mbEveV&*2Q5;RijOx;H4fAmSQ z6q#*T8jGUa1{Idl2a96QaPUboYOhZPjUSk>XhzN_1&=SOHEE_rnNFV5kfte*}B-5FiscTaebEx5S->~2ocRZJ}>n1OE3K5nA zq@z>2B^5M&U}gzg(CO?tP8;L~TM7CF+_JEXkzhq`kxCslZp|jt@!D^sg6`%cF~(Ed zqDDHMshQ#tB(89*&h!>_0F#_gje|WD?{KKha0flN_S#g?-F&1Tv>?=pN(B-=BDjjM z7OMxjd)d{1w&0D%x&=9*e(g1>pu71QvBZ!7b0REFN@LqEn<-2L+u@_P(%B(Skw*fG38gH0yf`OP&zoK}hLV z%dNdC6*FFN&l0qt(+TKEnwC_wL+F*P2qA(tH%-GPD~3zoR_&Fkpy|g{mPyHDI}TxSD^fwzkEvqNf=*{2b;UNGvT%ICD1vcd z6-u=b0Dw(thi)eKbnWI;(DY-f6m?#C8i3fq}ML8h~bMlV5WSHPJjCLPT-y=e+{T^7JLdW4j=UzUm)r~6rg z7Gyfv6LP<>J~HhPyuyE>ZUz&abd1?zr%z9{wv!4P-AC;7L|u`aC@Gmuf_n{$GMz?~ zO1h|-HH9m#lMeA%v>?-o8Zo;QO6fpcd8G)OtHn-*j`Sr#}b0E*M003GODut1`|V$y=wEhgUg{MsNDG`^;@1TDyPqHNrvnb_4?9O(D?Mu60{)G2@l@rQBkLUL`7Th6eyVqK+_g0 zWBP3%?P@Pc1Dsw#=2~O*uGJ5%zI^qWtL@c8 zR{mw>(<`rCxpd{>D~B(CfB7@ZuV21$xxaj`rTf{j2rg3H|@{`T{tD4=xNBp1ROlSepO)`H#%MZ2lSZ z?);kekJ`tzS85k&577>*{afviYp<(aQR~%?tp2a+pH|;g-Cun~^*)vVUHS9MTPoL9 z&Zrza_tUx0r%(qQ!yIdLGQVh;utuj)DTX=XXvudf6Gw+R;%LctsuD*x1_^O=%8Ule z+|hwDcXXi49UbJjqm$=8NVucZW|YuJ!;vN5nPZSn=9LX{4APSCRA!J4lo_N0Wd`X$ znL#>GWsvS0Bn;9LcGJcnM;|RYMauNifhv7;W025Cr`;Y2gLK+RWfJKiMt4pd2``vwV# zwDfUPW{?h)8KeVc2I)YVK|07WNJ~zpGJ|xW%pe^oGe`%@4AOxzgLI(EAl(=w4AN=u ztb{~5Eqx_C(rF`=siXr{D(S}H3`NrEzQO6cBTH}iNA3=rHl5RyM?OM%q^~^EQy$q@ z9@$eK*;O9dQ6Bkl<&h6l9(k(r$cHMAe2DVM2P=-;H#lW?Wa-V>-W@jW=5!TD?i)C} zBTGZuyThi1wv#lr0#{Xyg|B?USrSm_I_5TI`Z-f6oz4Fz{`RMRnm)eO>Ioui)xIwt58T~%i z5vb79JZ*xz0_oM=ME4&#?4F5|uUq>}s?-tJbjCWJDplr)8rd_fK>ptcL-An=|Pl|7<##VD>Ph+;#)ww)#t2Lf0G zNpf2%Xr}h67BnIUrDocL;7@-IlnfmjDv}_B069=)Hv3>_EdD@6@{dwMGgW4lpxc9( z9h6{ZfT&ouAcNqOQIUkIjea`?N&u+>G}gN&-hZD?1s&5B!)_4$(^hhRCv=Lp2QfV; zi3)MBN&5g&MO(DC!QP5IGTjoL$zpiWrdN}RI;JbCN8LY&_(7>A2?l?Lhb}4IHOR#+ zAAo#^%gODGFaR|>8-K;xr&4o`nr*vk&`IlHVr{!X4>B=1G;DmmAp1)Tit=E`p~;8> zfeVcpU(1eD`(!F++-#dA=-K(2q(M_0LpU0yLSu&RFM{|$e6cV?@z%#&(eKngkqWw7 z@f9dO)T^Y5KM`$vRz4^=Owi1IA%6?R*8$4WHAxZBqCiz3*$jfc_VHBE-HNYz(8uM2 z3UUSOGy$uLxB`Yj0L_4$q1^$Z1!)BbpxMV#L3a!4szJ90XGTF&cdxKWa2XuDMheF0!m0bi z)Lf%yX3T?9X}3i-9jQd9qZQ!`-4&V&=T|2j`W$f0EYtS5n=sw#);^Mo89y_#1TFY< z(1zymhpcGgVJXiHtr=H-0|k6E@;wYoy0s6dg2vBG)D?%!oFEn_ z9pS{nEhZ=gMFER*i93!@UT(wiHESPA1&wdtS%MafI)I3aVJ?skQQB_#$btX{>d+vi zZ``I?1hl302dSX(gE~vlf>8$zRC-+Gpq|hCT0|0bg$vMF2b;dDX7C|_ z!(#i;UP**~->bbp6*PKGqf4sNZQB~eHXRAFxM}%9QHP%h{F0R!ZCe*K8_+rrso*YX=Qr!ik)5)J(BmOVx}jm7_{Kh0gkN4o0_K-RSvEw z{czsnTv5js6(dQ?dhK^oK{M-KY_^gIX2LsWYfy0M5cBRfiIB%cc$uh5(ALCG2XzS( zs*Z1=tX_L>Drjcis}{82(t#=v5-YO0_H-_(4R(d)F5Yc;+L(RF7hbDh`|VWF_$iGb z9cn=fE*(B75=33ZmPx400!1SE11sjlwxC0Sin43(Nd=8(>T-J@!!^aoYz!Nmn2!oB z9X{R)ZQkLK!)0C8>j)AQQdAdOivt0*jj}}T-Kn7QOlJvNaOq&05MwMDy)9uuIS9W1 z1b{*YcDgH`q)-xS?@9%YZ=_j*7F;^8Gk`?Q5(zsqlAvhJ$Tn`%1~-U{54_1{ulCMD z&=~WoE8$2UoL>w&OxO>I7tu3&bo)1+CWjc6SPVF73pwTs*Dd;Krpe%rZ zrsJ~3VvrT6*@EK^u2!Z%+k{uIUUxqy7J7(fnYwxU`T>V(JSNVM9Nps(xyKKs)e|r#7f>Kltz@{uv z*e|t1>=W`Bqy$ngZ&tBx1E~om=$onejTgHSfy6k)OcuKn0JhtMm=u&Oc6l?=CF$^g}|RO0dq z2(0$Ed(1UTMWO%Rl&r8lh-pDdREX~ukoPw5R&k|s;Er?!#i#2$CafPQax^nh$8((} zYRn5tqGFzini$0#(mDwc^E>cQD7IlTNTs3M>xt&dHzv+i2Oqu*5ud=<-X0W)K?DQx zE{0clYD-?=MJ|?^AfLcK;V(m}ClfV0SGA}GVi1ZWAfUimwP74^U0LM=L-i2`=|H9H zBU_0((%kulI$?3YJ&1@wsV4{B3W!#sqQgE^R-fV*PtBnZf!V@Yr-Kex zChB;uvqZf%zd404jg$=2WM9Et+sM6i0BQof!o%EikX^*h@$1F8#tF%i)H{a$PrRFCC0KQA07gy=q@g1x+tkl!9&#VvWuu zMevMtgqaQc6Jk7d4)$z#S>gpn?(cMZU(y zy5uIwe~>VV3c~@|KgEuI7wrnbcD!{mQIp3;YC0-W_YWeK&eR49H8I$ME~q>ANJ<1=@+$eZ(U2A`t3Oc@f$EDZl?TYO|EYg`o z#re<2Ly<62zXt>=98`3KdhKo-7vmn@sBR|e`0iDYx_?km>2!H6brASekA%{}`iPPT zkXueHs~8{tf6Jz@4GJoqu*h`Z;H8H6AKQP61%xZwx-Gj8 zoy64PI%Bs2R^alK~kbE%+l#*ZEu z7HG-sJ0T-&4T>tAG$la7vms(3EE%8k%&Q%II%)$*Gb1kM*Zv|EG)}&=1TCm^Vh4v} zgp`(>gd)B3#4`0wlog;iBRv3gyLM+PX#AQ{54wL)Q0cT$>V=wU&^TZ{N@m6{G4 zDpX*pBLQe`*8V&dG*w-JT#*7$Pt1Zvl}@%yFo4MS@)pIP7%eE9XUDKRfXH2FZ3t%E zk%}4LM^PC`CFuS^q|%wnf*zDi>L_f}q=6~xG;UrPSn%l3Fe2f%{9f(PQbAJ_m5PqS z!Xeh^OzLGVx-RfcA&NKI_#+Q0ek@A{2~e3r`vH59b~^K&ndaz#Ri%LMR3zW zJ{@!V&!*;@Ne)V)4uf+GL3Q?}QWETm8WV&;f}%4>{5~b?t=J53W9B<@S{`m%p)m!O{cSlhXU%_e z{vz!^wCgpkc605B>f5U)RX$effx~}NYX84IjM+cQWuv#!CF{^ff$YP}ON^IIN=58J z4W@%*xvkg!S86Wf%Z4c?I;SeaVcWx){*y$d>5M))+x(^@>9r+|EyVX}gTrB_mO}Tv zU;9BS>i8ComYHOLq|`Yfsc#Qs{!bDWH8|Zu&Q<7YJQ%Rt*|CTO9b7#ZofCRZRwn9r zuIf>@h6Mr;i*_pYY?0d7Lo!#$(rkYzuAn4?ltPmpOsDqmskz3tXcQEoeT+w^5YUGO z0#LW#^=%tY3MQ_ywq*(LO7`hAAv{q=?(uf3eLod6et*ppv_JrYwA-|Oij6F#<^3g$ zL|E{fy&g4C6p1P0c(s2^1&yBz^`P6shyawzc6|^k9`_BzVM(zh1M*I@k9q=KrzR|E z0gHSu6*Rn+cEzpO=qI<*1cLweFs1+{x02^0+Ql6t1r(w-NpxMGeK)t4Ot#Hp!N^1n zZ>1Td-ZM%(NmPqQCA&Y|moXp?S6!4hSYr!rh5EV2+3(i=H9uEGjG{Blo+X*<#K-3F zLR6pB;5E_Iazt=XRG3(IIXtXLV|Ho50L#fl%|142QDZsIWUdA$k|jF}5mvH1tZekr zRUt9;ZR*+RPw5cC|7DN4hDB@;4H)*0_h*xe8pBwRGl>cgh9(+eHn5!tJN1DhJpVwHGGl_~MCu=-}Kl;e~N6Qnm;%JfRaHad41~34bsN?H8OVn7F zGl`0m3`vOV>I(;xZa<467P(X+Spbt3b=2Z&|5%(Wo192Y!9vY876YBIBi$axx|~T= zQHMkz!$TsIenHElkWRO>kBoTJLHQN^UevYIQODPHmZ*_1XX>59f(eyDc4mnCvGnY4 zm$0lxgsKDI)e?}R-LL&aajv4`$aPieb!`u0Y0hM>o}6Ek?_f8|?psF;gw66pv~DfLa8A1hgq{EPFxKZxqFQDfG>&+lc%q}*=XC?{iT_E5&tylyob^o9{PU_3H5TYhqWW!K zEdrI1t%d9o$;fnL*d_LG5~I_HoLlYhigS&h*RaVqb*_;@XX9 zK@+E60@4g*F~B;+#L`j6*EM=x)uP54oylBTGN64*MWu~cyF57p)yY_Nz@Kach)InUjPPNS0KJ!a+1iPP~Pbp6eL@jsN?Gz z$!sY_9Xvn3mS{Tc->B)*)stpWi|T{h1;9emw>)Z%BQ(+BM$6pJL`~+Z8ddiH=goa~GXMYEtA7~t|JPUk zY2_0o{Qs?`)0U22{PE(Qi*H@LZt+oz_iOyD@rA}a8rL_@Y#d+zMg7b5_tbByKfZoq zeQx1v3-4Qa(ZZ7#PFm3BzcK%T`IpY0J8#Z6w7awqX@PdWW@{_8@6rVK`s(V%)l;j7R=!uct#V7{@=CXI#M}?~>2n)HW$x%O#~qzaO<7M~BMX(V;ST zbg0T5-54g^(J5S@p)!4Rs7xOn=IEm(=Tn(JI?T~WC-ZxU%Jk7;jy_uQJC*69LuLBt zP?>WwY8(G@2Q%VPgeZ7FV3Bl z>i=`NJ&YMZN$rNlsbD-QBumG(CH8aFZs-?uoR;JJAk+;{s}`#$l(I}+h%qU=$OM4k z_AsUZB~cB_0-%kRYcq5QMos{%9(5{;*%)$wUxBNai8`*1%@Q@{03}gzq@?)-v=pyt z>Qp}NpPjZ#ABgU$iAp69Az!QPG1qZ#WI8Evdl-{|lBm$dOgwCWWp~6H(}fNM9}`55 z;lbLrdj`HanW*Er&Js0d0VPpAgSK=NZVcM7RPKesiwP$aX6~3Oz)kGv+FX9FyFF?Z zgzNS&rU4~U=>x%J0LE*h=TCJEL=Jdjs&lvt;w#g(n%!n5YB<*!qsBa-B&q|=$^z^z z9=${r2oh~4d~^-!yLk09p?=nWnV+kGO~dXJc+;d3II&9+6M>SbKAg3VxJ7yU#)c1Y$Z@FYCB(lq|@Z#aRqG|bRgIRu!6LuIfLS^jSfEzN2B)N z#kt1SY`Th5p={ejHy;(qE)5@AK(sQcD>F5^UvRuYW#Xu4@c(r?6LowKN7Zb#sIehO za)xn%gELGu83+Prm<~MbY&=(R4Fy%$q;GRBGEv9(@GMbdOO7O}kVACjwMk1j*uZ6jvLf=t@ zcI_AWxq|MXOBQ;1;g~k=QcUci#-1EW)E>FM9f4Rxm%}1KxUR6EJg#^jLJJ_UOw{pp zoh52y%8}}gbov%bE}U2KR^_^anRb2JxF&C+KA@qlj*a+#?J?IVBa)k(-Ol*LcaE9A zhmmlAUkhB?v%zGd%)wl-KEbcj1A+lthr2ivbv#$~s9QrLikg5xg|1@291#--`g;!Q z@Gejm`cOR&of+i*o2}Z3qH#?~B3RG*as&{}-x@UIo%v`FF0%E<+^>CvZ0 zGrsndJ?0v<#g%9k!`Pc6iAtUodtxx6!hvdm&jxeAt<~$BEp+)=IYFyPM;*^~mZ-5g zM-mmb1^`rC(`;PmNQW#-UGTi5ek|2wX$pF#_J4|Vl?FAs{~%M%-E=q+6cxF1q!N?g zLoNba6-3N=xpDKbXhV0OMN`XX)x;0#cQaArxy}%E|1k3BNMqCWE_h@Cu;&14?}v&CO$+#KtAoB*SE$UA zdcpkzmgQmn->H}}HeEgF_VD<82KFK0w-IIMDvA@S01of~G_mI}EJv)1;d|A7lnOe2 zSjV^0bQu2jF!tw2ZY9Y5kVJfRDp(px-e<++@*`kM_VDI}>YIori7h&kxuX4nrxqY* zR@7O8&OLs-|KA=)+@I7Pie4DYTuEKx_$g{CqyWILr1=islonc7ZS5X=T(yX~ z7UG?z;uB-`Pjat7(&e_q9)|@VI|srk{yAp6e`83k)DuJ+dfb!y;9N(0&dxE!m+q9e#(6*J)cjc#pa6($JF^ z%EZ-mfdSOFV3XQnwhRUaj4Kc}x5sm78RS_gk}hU4nW*Er&Js0d03~M_QoZka5W=Yd zFjs*RgLi_eO{s;wxeb)f&<@&Tt`U09Jf%6+A9#BhQ-G4F0J&`7YH0ik)C%$u9%7Q) zQ5NV}fV*HN^fOV%bDbsXQ}UU|^N>t5Sdw5e%3Mk3RIgYjpdW#4BU?A!wzTy<<~r8R zQK?>?laC5q4=pLSgvck7+Xc*q|2)Dj_*|LIK0r3z%tRf}b(W~H9%pif(YSLQvA06U zhTIP23XmYw1Jpo!9+X8FV5+vZ$6TW`40G<%rAwY>0+ z0&tH930Fn7;}~mYqK@Y}OVolQr|!UZ$8jEC%gfj7 zOTE4bv^nriU4%g)T!6Ag6Al=2S6i7hSD`H{R5@Zz&g8nnYoK-{WymJx@EozChp7jj z*Mp!AS;}(sOw`O=6{E(YoJmxO;rKSfw1>aTTt)7*gV8kAW{i@+r?cGcY0JgA##Kp` zt^fA$to-vTUe9AL(+Yo*bS^+^*rec3nBcfKB0?Nu>~i5*~*xEOk8-b$nfCi5e?&Cf8MmSW8WX z7pg5rcwHc`SOXg*4T~ZVA}^Hev_^5RQFll%w#iyzVjhmAIa5)aQqn>6)B&%|Y7KU6 zSZH@;=LF?n$l95x9eV|C6{ zR1cjVSCo4q;+Y_}<#pErK#d@kjeuHPTbMXkwaR)d&zVGJIqV^Qhc&$^+Rq}42U`=^ zIIi)mUyw&`wlYz(b5)BP>vJYio3PQLY4<3lvw{G4&l(jjAEBYddx)TTJwux>&Na?W zDjtX1LqDH~q18d(V4+6+SBg3igrJ5~{AE{VxwiNtXQPhq;qm)5#nzmN#E&I9leu;~ zU8pL;Az^Mp!ey@Lzd#v<;?}Wjs=_@@E6z2(hmBJdG*E_-MrSHFA(X}rpT&bELU>eF zSgi@a+eBQU<6~_Li8B*5dtKF{_VQ=g@~|?5)qveJ^cB{_)H+Z&6c1s`_1T&0uBFwA zbB(U65JZ#QG@)>|J?!SAb|@?uuq)6_6D}W3K(aqkP1X?IuHEco)R~Ezxvol4BmDoJ zlkxv|(mo0ae@458vOMkNThNY{Pyrp|9aX^(#bfAQ4U91@|`&xX~}oyaHJ*QnZuEme5W#wbfk@*kNK2wC<48w29BIjS zD&t5;IUH%pcPisZN6I+Tkur{Sl*5sh{7z*Y=|~wzI#R}wj+Akvqa2R3LrW+$IJF;Zrwd}}}iC2|JR+LB1sg4{zUwPzB*^!gyK73ww z#`$DzVq7b$dd28COfj^ zJGZkVOTKd}JF?_E_bZOvH@tdxWZ5G;ylQvYl)OE>QhDSR*^wm^zdSp#Wa5`8kGxcQ zQg?b(&;X$>Mm-sj6Gl@~7sE3L?5v`uK*M`&kIU3BfB3><=x@|K2-cHceDaMS?;*OAnACsxmk#vFY^ zr|m8J^MctECH#)XW#$Y>$^up6cQR4OXLy#V1!E56rh2*w`bq?3$-YSFw4phW5fNtw z1b~)}tsT9`TqCt~^#78KII)ghFy`>ly`#que54H`3AJ1Rpu)gH)}{-&qKidnI}>$0 z*IA+#j5%QCAmL4dfY`x3Y!k54LpH97jBbkt8|D$7cAq`w8lr?0pVxvhhe^{3Zvil8 zBGe8foK69c=qBPlpm@Z!r<;vBp6e`83&tF7uLF^ePAKC3f=>j0fD}Cm62yT+KI~)k zq8&A9uF{=OuIr>X-LPQHflRsyXjn8qg=OFZ5(h^@PrSoB$3^hb_v}p6%v=?t#>N~; z-w9_c6U9g%P(AQ6@Ks*O{Wm)*Q)P!Of890lESyl>R@!FMuohW)JH<={tdz zH?(^d=SudEEftdMI`MfecyoYj5Yb3liHKbBtChGXQ&JwlY z%>m`W^7(pRax6+f&hWgN04_wjos|S`x~8rjIdQIZY!hVfL|jMY&5`OSLZP6CNAJ|` z2y(@ypV;wvd|jxEhHhb50lqFBH9J?esIfaoa$Ug_gD3`W#v6^5q09AhS=EsJyWKVh z(L6Y|cErTFig4O)|9|518rgHC<{Cm2U9rve#h0$fD*&7Uify2HzW2*&796TBt^=>BWc&@WVEjVPu+}CTcj>8KYj9kIHu&hUj5Cve{@gflRunqymrSDS`uxcxP8T zG(T4ulTk)&rdhv}^#6tzmOhL!1}w^-@N|n_2K$W>({Jbx_u%ey{a|))&@(vG$|2e_6Y0?JH|{uHClwk+t`&y>0FFYd5dGc35gj zw)DECmo2?;>AI!Mmd;;#!qVwW4_j(2Jz(kRrF$$j7XR*4ZHEc#xae<8cX$G)_+|8*ZN)czpCF+|5W{h z^>^3bTz^&lrS%)?SJyABpHqKqyu8g<#Sa`f6RXuCxew_Cf94 z+M98Je5rPWcC~h)c8>N~t*^DUleFWsBeYemTKj43`?YV^zE=B-+HJKD*WO!u3rLPp z?WWpx?c&;bwX$-g7in|V zO7%O}HG&H{s#d=}_m)O*L45eudhpEf-~XO}e@6JnzmtD|dVI*gpCA7FUHtpg!asg% z?l&93Q{%&1>%n>9zkic|KR5j2-^#x~B|f~h5u6hqeq-)Ejo{b9!@rq(b0c_ieE6n% z@FWf^)vxmfPYnO~*YfXAh!5Y?2p%6Eer@iJjo|F~@C}XNtnl!wbFXg%kBbjq*9guG z55FRReQbQlUmp`5{?*)XHG)TnhhLTfkBSc&a7K9erMXu&g44spFV4NX5j-+Jd{rYj zEj;{7`RgO%L;mWAhhLD7dEw#b<**+fes1pNji47FzN`^+!^6Lr+i3)y@bJ#LS2Ti$ z$A>pJf`^5Ne=Y+~4G-^-0S}E28Ss$s@XutxgTuqyCB!N5AtBn~;h)L?H$438+^7*a z@nO&i?C|hU=3d$etnlzNbAv|EiVug40Idh^kUy3IW_Wm;3^3wD1|UJffIpG}Cx?fh zp8JhPa8i7DOC#6}4?iUX9uyvaa_+^A;DPbsOB%t6;o&Fd-rWcu5Ffs%9-P2orTX#b zH-e4uj~}0VK|MG={Nu-NYy|fY|M=0l*Vco5;U7PGQ$08?Jo-ca`F`O)e? zQMLLzbMI&b2gQePZv^Y%;d|#^(+Jk$!?)FgRSqlF-@dLMtb|AJ;b=KLdN)T);nBM| zS`3fg$x$ObdIt|voug{??Q+vEgokgFn{z%q{H?jSHUcd^ zqvynjZ)l939Ui`sCv$XNeE7P?=-Tk`4f5A(;zRzr9Ui`3{<;+(^4I<0;p=!vM_0#( zuWF303J-6Qzg`(1^4BZE!{6Wm8C@P92942W;o)oNhKjLo zD?EJl+%1ifq}Xcp)jSHLD964^zBkITubO*FVUD63vBA)>5$xrB(a>SZz@%Bq*naR;6p z2EJ78pD3$dB4;Sdsu#;07-iLq$;+cCt3FExL|OGB84zXFi)4Ug)oS%Z84#t_3*=@z zKK$ziy44*)oS$_a*Il0mBSa-N0M19)u-Rs7)fHSR?nB4^_cLF=X0}4 zX0248#s!hYTB$zururz#t51DieH7)@^Z3^&ub#_Mlvkg^QIuED;RcQJ>N(uBQC|Hu zE@qThpUl5TdG*QsYm`@?#J@&)^@-fbQC@u_H@D=~O7#iX)kl(6E7iwybFW87*VIRn zR4di953i4+oO<@5^-+{l&pxa^igM~%+x1bDQy;fgA4NI!%;owh%Bg2A)kl(3E7ixG zQ6DWtN7aRqWYop#W9lQxrgis6 zD4CR_W9vgnq#PYnA4(prR3CXI1N0Kos)rW9& zQF!#=tLsC_mzC-%97(#YRNGIl4<%bxsxE(%WLc>?97(RMRBevV505OyMX9p&wE9p| zWu@BWD9V)PW%Z$C%1YH>T$Ctv{xwRJC!b#*Mv3yIOY6fZQEpyPA4ZAtLBxm>*=AR;u^qNYZ1adi1&Vp=8HO^*;Q9C^;U*Jfh@y zZ^lK*@m|D@lH-w=)Q3@WJc4LZa=hoo^(N&}_M;#k>K1THLtz0;JtyI*o|4*$5uLul@)w#J6Lnmnnk8yM0|eV}99^lIBNRvVTuilTgaEUk zFJaP;p*hskniJ=$;$FKwDrkU+xF6r{ZNjFN9-HV5>Ifd-Vs3Gf>BRKBOw{aL)uI+O zKrp#7JnHq-R)y~b@fBAjqz|O=PpceLBum%KJ?4rU2X_-Zwxr5B$x&uh&;X&~-lSKG z+o>mmWeu^>nu?V8X&Z2ePofKw>AYY)2HYtruP)n@tB3* z1>x4$j6LQW-Azgi(9wPKl}9?5)XwRcLX8wg8HCJ^#f|LHtEJzC3m{#Qbky-&XNh`r zJ}Ph#G_FVsePj)(V-vrNEF6G~mJ9l!+XD@t=@aLwRAn6%%sM?}(J*kqW>6P}1@wZX zdhVgi)NxS>g2&b|GEuX0Rf`&%btW0HN2?1l2`aUyK!GN~W2+5e8aRN7ZV`7k0!G@& z6X&Ybu^q*3ok>)Dv@n>WdTqg2=5FG@=*dzfQ6N!ldMK%(ST4gDv41B5JRR zvIG8qhUaFZj^{c{)Pi3p2K3AoAcu|k5*;8KGITC^8PEm-=RnJt-s$EZbBz=omCz)k zf?uagCq}%&5l)j%yp7HljYQHiuQ_bKKn+>#Ow{pQXNg+y>ol?3L)HhE>9C(@0!u=& zt-~$NU5xM|5C}ti(8Rea@rg$TzfQXUbb^5qb|NP};**h(1HhAy6Wr|4SjXVNECE87CpO#(#QOU2*m0 z7hZGWqb}Kh?Ijl+^Ys1KUU=2D+uNgpU#IENB}OnvTK~lIm}VR3m8e&ut-#wC7pzRw zaIP~(E%;&*FiP|BoNc29S$*`+-L)7AuGY@MJ%r6^fOV% zbDbq>!LPH2dJu?BF%g$ed=DRPt|*cgCL#z9`M=$1X(#08$}4J&oKfh+j|zUB2vy+d zi2fd&c&;leC5Y)@8Jn#(%Cl|mVzNX!YJ3mR6t&>j$<@?R0Q5JJW+N(U3#=BIu!Hy? zKf&~ov(z? zkTN_uZE_PbZ|MI4#Bxx#bPQC#(^1EBoh53)uhT+o%Xd&;;r3xYEC8V{std@n_=w`! ztV~gpxPN}GyL&n%rJGSbpPN{w_!xzv>tKkIoUe-uH!pcaCi@`Cb(AHXOw{r78m))b zqAuj4daSj1DtWc_c<}(7A^S^wy@d`croJr)v}PJLpT)1MpyvN)_WuP95T6uhlV>+g z6js>(0~ld}3j$R1gKS*3J@Eg2>Z*n3kIjEO-m&pUG0e!HcoN=eRL}tNkw|p8Cs+%$ z1jojU6FFC;8$oNJ2W9tJooQYwYIy#DGmdvLEl%OIs09rWY|CBLbGv9i%X0z#M^qzG z<3KF43+JHC5-}4sp6g6e{rtV6dw|n*wi1W}lkX_3kaSQgLe17jHw|A|&~yDg=89$y zn%*rHHI7k11Eg&NTxMa!1_F&McH->V`e3J7B)A<=%z%&VOw{pQXNg+S0AU4XliNb) zPwpmxI`Jm}nQfFoEw*!g)7N?>b8Wi7;-}nA1q~1fDSWFfTePOA4q7Y{kV6thStLMU zB3LdMpmfyyTvehLG(ehYN8;Mc8FqMlc;Zp^0+ooo6S;x1jz#rD>lWv_`ySIN0Zf}~ zCx17g;pzZwlD8NB94%~m(ZmClDe6xYB7m~Bj7-$=^E!TysYHEvK5AQcT218BaDWc= z#8{dj|12&CJ`%wuTO8BWI>ov2S*)|7twYeYMpOw{pQXNg*H>ac{9Bsex! zeB@!oBe|~B3w0JqR0Epa%f9xovbic`|AJEo(`hwrR65)3F4wg~37BOPwT?d9f7@Ui z2|7I;wJ=wOs0F7EC`ib(i8K(82{mU{MUZAV%}g6D$yVR@TDZJcnn<(a7C=XI9%Yr&}lGmsvFzPKFp#N&pNC^ct8NB~Wk zcSwrE_|qO*oU5$t!+SWj?wq7zHYzxEbak{VvB$vWpe0&|!e$Xbriro{dU>rjx>T8{ z`Rl3@wcym@LICLXD6U|b&Ri|12OU|IDK zL5I=?YYDC^NmBSaSc~)c7`O~&qGso+7Pa8i0g(;L47|lIt23Tgwlc6<5Ypt-x)l1^ z%yhH|?=jc$x+!&rC$82CP926Y=q!-EcvZ+fOjiL>GZxwq37vMYj~k7ii8`L^EKv(i z9k$~zU8=85(U5G}{16S1wwC_b)^?4wGJ+>-KHDp`cPZCnW)*h zszoiBb+9${5Zb0aBSg{g{pwQSh62P(kCvF(h1KUynyXIKWKTSa)i)}bb=c@dnilp7 zA@Pj$glM-@gn%xDMyi8OoSluDnX6*df>{T8ubfO?=&W5>`*&N^I{IjnVll=7o!1Y2 zLCu*oS8m{@vAh4DSg$LXb>Kn|1;CIz81@pVw0GdAawA(_r{~IFdzq-2xhh62m~}`E z3$*vnS4#o^JBIPGSj-9*}=>NVc@T*h$jJ;CW?N zPPc|tIP6et2k0@k>|Q2ncCKnsPsm605ymG638z-p5(cClajV-zIh3XeMN9M-GhOrX z{$IUoF8lxU=Dt~`|MwyA`RA|Nt1BztS^4P7%_|qIoU(Gz@^_a%x%}$oi$T#Jy7axJ z+m>!wx_qg-bj0Eh7C#FX{^~`4@uU$aC-u+O-v)mD@%0nyb0F2< zx9}ox=_i3j|JM9R=3g;?@%*Xthid<>-43#ROFKJvvZhp!)08T??#h}{fvTp|Mv!Pql|MlnK~7exQ6eH$a@zNe5(TM}VH+c5`KXbq zeALD$k&gP!2`JKuNQX^#rsgbIJ)W+x;ids_}qo*s6JU=_KWbRMPjx0H!PtA@j`OfpQBTK&X z-0aAb?|e#jWXX4)qdfB0lt(@}JF?_=J}Eo0h zzVoc?$dd1TTy|v1cb=IYS@NBa&5kVj&c|d&mVD=9&l|F5a_hd zUO@u{R4=u8s+^QtsR1HD2(lNb62p=(b}Ma}g8iHc*}*mZDX9lM|bLO0RC zo{qU9EJjq2PaV`SXvj1{?e&p>vb{{yWUjCd6r&b2K_$>jF7GGj?;rK5C(kZ|f12i4eG@2kDw8!r;*D>lqr4wJ!0HGfM788RLpmNg1 z1Q6-k+{2*KaZ?9J2t+dzbv)Nuq82njPz3_Ng~FnIJ>6-*+IZqgNzljZnpp#D(aye` zbA4w140G3-VD5n$bui(hi%A{3C7nH>#qd{96T`Gdoxa`YI^w{@tt=UlIyP+y0A@J$pe<=iH%5Eh-JEN|ud@ksuIY3BG!0@-OA+GFqLTnm1k7y%VeF);Mdviiz6IeOynxLn}pxzio18yM9vo|Ge5!69<%3Mg@?r}9YM)y__~5$ zCse{Nu6vNo02nY=H2E+NZErgCGy7Qk^6Kqoq9$`yk6Q5S?67(u1=4o{?$7f|PaMXb zv+1G2WVfMLv<+Q*^d56%xq(T%+FT2MogD*CPR|02N&qF<+hESg?^rRq;0UPUJf3XhbRmU3Kcf3s0@pYXg zYQeA5>2Vtw&>VVLl5#isf=uPr-e(PGa}E%)^t99Ra}Cke@}^T`L>2rx`+brVZ#9UL z;M-cdsH+=5He2B2byWI*Q(Bp*@pUCtt4A&Pbpr79`z_#JEo`Vk^#QR4pnO~>Mr;<^gf!i7y@kt%F~k+)lB1~nh=Upd3_rh{-c6~XvFvi}bX93VjcXuCq? zHK3G{d05`Fbs^QV9x?$^^qf{tyEt{##?M8>6@hn(T;!CeF(`0=NUKc%t!RLPm*f0# zCIPVVaCl9q{|;)nJ$iSYyg&ij_NXa~GV+8yOTv4D-9YN3a``Sf&&Q+d9rFV8v-~i!;Y#7K8 zQ)^&R4`n^93Yk-IuxL;;1ijv zBM*(BZM%lv0blE}g|oB^_MEHa0Kot5DJ{4BJr>O8GY_;b2pj;ckWd#k2a*n~=;h){ z^$Lq~GEydLGFSDeT0W|QAU?cw_M{L7Im49C+CHQmm)oo(RtE+w=4al`xfc97P`k#P z7kh2g!+Bm|+)8c|t5*ocHuzf|N7;1L1DR{VucKr23=~kD%|3Wf?qQbKvIL{9!wybI zE+1Bc_KZE|3TcYmgo?R6mDdpz{5mi`#spe`u0Su@J5eAcH}Se~Ewc{~i>1Ani8`L^ zEKv)79WHb2AiT^jB7AaK?Lw$yU1=f03_=~EP*Z#Q-J9#E;MZZ;j=@ra4S&eRZ1dvm zHYqMy9(Bqtd$&HS1L>#-FxOGRufwvzAd1kn(PQrd!GRqc0L)FE8k}JI03*AOcK)7o z)!9#|)vyYF9jt6EY8^0Z(ZCmO5>y>aiiREG8;HS$?q{MVb5)O8@ay1xqeJw9d*}1M!iXyPbr@)#K#Bt6 z>V`@;+(;By5cz3#+C75`Fb2_?sN=cL61Cvh(KQ50%aXGP35wuDknxXL=2*;Mal23qfq8GMd6Cc32rB>wud?%aGk# zi|$D`6Lmb-S)vyFI@q!xw=eqt9a#_e#Iar0ZFv2_;pCTKMWa3CZqBvf*Fh!Q$@*{A~Ku<#FF1DN6uieeL7W_J>XxMB|1$xi2AJYz=S5bJN zf#ce=QXsOpnWzUc*MeV%FclqmpoEcS4D>;W)s&R5Lcy(sjxQTz?a6!2RlSpZMg9y+ zF`MnH@L|K9Bz0idVoyh5T}LU4@^{C|L`~+Z9`*8kRJv_gGI3tn&`4c}EYTJIKRW?h z=JXcuX~}fWlm4}8)M)>I$=rIde(2h*YbT(||B#j2SI%7i#_|Oy;y-suL)ZSu#@ibw z)jwYM7QVRfl=**}ze@YL_7d%&+M8+{)elxrt=v&LYwlZfmrMlW%RlT7B4W_u;@o0~ z|9zhaEb5~D!R^V`Mr_<*PLc%ilVG;A&Rx$jFlc&V>QcgIr$86I+Eg0WTR}_r>Kd=BLE0|OSP+BAdL*YgjixPh) z6E(SKRio|?B34l9qQbyrR=iK?_>p(vxA7LYg%E{6l~8?q^bT%H&6V?;%74>mx)sEn zpyZ-be-z2IE(=dgP*@vsQEhnZ5Uj-^u-|WkLU>*(rd-sSg6FN|)E+vBT2KUl zXC{S67QcO*S4hVA1h%-q(4THh1s%tfN7EGv!YKu6_jPEu#6O3LGG!g{0}IrH4f=zh(buj| z1)Yy(8Z`|NNMf>jX#rv@I6fa#h?rdqes4quZL^nZ(~iOa1gAyhsrdJ<_S{s^+U!AN z<<4ZLFtjP&@e1vBI#T5YQi9QnLl@Qaq5cXj)774n3aZT-bUP>rcT%&~jc`qmS_WAV zj%1gchewA(A<9>FmnQ17Q$dp=uYewun&Ux1xKk`0k(EFmi7dcE1#6kMXj`&gpw87{ z2kGmXsBv=OnO2Ru6~w}w$qBZ5ti0rv-FDL8Dt~hM@a{NVPMSlJJDn{T^jP_WZKu4QrLOWoSlq zJoXga-ln#l3L4(N#FSbrP&Y(i$}5FiL9E%COjIbvEi5!QF}vla70eKIXWDM8|GGZ? z>%L)XTd9~)N}3_)c2JP)WDjmr;RYUrJ12RNJE}{ebQ7#jPX~Em%OY@pD(JYdKSP@> zC`fja6r?LHYh4j->#_c$9*SCNn`)NLTNM;oCTjT1%+ylc3S!C53G;cBJgBE#?dsHA<(Zi=XspXwIgi&VDOx2L-)OJVFi9z01AR5gZn~V=62j02P8`6ivy)(=Oj*t^zky ztW5?5y-v=eBeffp_~@8&RY`?Sv(EyNk_Rg#50TVN)bU(riCWO>1WCeMo2otyMp8d+ zfP!_P4%;;W#3F|U=2*MzZqBu!*NONQZ8&aR%c0y&otZ0)QZw%wn|gj5+yN_ybkqZx zYeBEmFmSU)QF7Cvn$AieV)6scoL}G^2M8}cR6~KcwT0(k16ZJsmx|WaXQ~PD-Pdhd2 zC4da2|IZGRO)P?%eFK+WE7LU}=O*>8dBp$!V#5D7*6VBETKj{wm#tm6_TaUHSO0nS zQ>(98y=3)atB0-p+sYrWym95~6@TR@9QN*5zIFMUzjWf# z+~U_3-?#Xp#V0SGw5T<{(fB~)rHykNW}|_d-G}Ny{rtLJUs?Fh!bcZwUbtZ4l!b%v zq5I_gt7HEE_q5xzTeQoyu69K22er@E-dMZ3=GTs@{-}CK_15Y&)zhoTRDM$VT;*+* z=Tsh3**Ev|xi4m`4jX|on>5I=Nhh-@0%bO7kYkgUe5Wd#bR$UEq|=zy388e_NM%lG zpv)-^a-7nVxhr!@17%KWpv)-^lsTn=GN&}iaY{?(uFNS7lsTn=GN&}iaY{>mr!uEB zQ09~d%AC?bnNu1lb4r68r?h15%AC?5$0;rOPGwGMkmHn=e5W#}G*IT02Fje$Ajc^! z`JKv~(jdnvE%{DmPHB+il$Ly_GN&}iaY{?RQ<+m5J+g4RV~)lJ8XJlmhL5@>e@;j9|r9qBU zTJoI_%d$^PMxLrTa$oS!-H~Nt8Now#hfP}oJy?01$d>ZRrt(NrapbakC#rtsOO<1~*^u~z zVGu#Nrc{`zZ%ebtrAOoAgYw3`f{NUO8WJF;1|>nUM*{BzK_0Pqik~j9MezDq`RJb0 zgHl7`*VNvS3Mw}er#I3fuuie`Y3T8-;F0-9#xt>p>(UGAVeUmxAN05{JTvgydIw=& zF0l6cR8YB*W(;~-F(}+upiY3>MBG+XS5alA*4=KxaBlYD*Lm9OQbD5|X@*YfRuFr5 zB&WAeLmHJ;F(~0dY4vzy+MpG|j?*-;xyN{ZwOdj_qtiP>S92@y^D`x=flm^5FO37C zKhPcb056)9wM{%<(C+VOzmWGvys12_LU7Q42s#_tmMOQ5u{n zXl&n+3JRbNv@{7{H2IN|5ZgK$*W`PU7I>_IW!GMn3L3v<#*OOfN+nxC?B0PYZ4I;3L-E|l(NHiP%!S`QIVG>dDj%t1Mw8=z=0F9 zD9^K@&{&w1q@#|TZDHF>F>2Acqc66?tWc2j=Ar3{?<~F!AmnN30%Ac=-q3p*s(CT;n_hJO-D`Usv32F5E*x*fI^@$jSkIs z$Sm?AZ+5{uNY@xp9jr9LEg|nSO3gJ|g@&@?B2qtwpyVhQDAMS#&Hj<-;# z+u9%%bbJGg$(ky-uHf3y0Z9RQQPA3`je)lXsAK{P=m9$5I)j7ItxVMMMOBZwKZsmA zQWq6_wQgSrkMGEY@go7fXrmSnu*Gb3d8t~hruNd*T%+@=9&;;*Jv)+%it8XK3o(Z3 zLfmPwl)wX!?OPkz3=kGT&s|e{Nh)T1QD+GnTXrNtbqsvkVj_fBl;npdv^VG;f=YEc zw{1jAZ0*IVpmEZlWxHtP7iYi?@D>Ni?D%p`dvZ<1If=J8N+~?DxFKr4o(dZ0-&um{ z`Je)HMbu5Owj!{@YKhf@t&=R+w;^f4!bR6!lnNTZY1D&8`~T~b{r?}b|Ns2TliB}Y zNniiPOY5ll-=8l2gX_1~AGh$$g=fwGX#RQg4ed23^#69PRsEyt>6Ncm&Y%0Yx$7qF z_=|tv3SyQ}a#3;Vu(4Qh*_Dd=io;74rlfdSHZco9=*{SR+GkQzjTTC*&U9$bDk#{k zASMYVL3v?AEJJ|>t_nFH6$jAY`~1whpo#If;~r5f(Uhs~a+tZc7D?*P&c?<)ByRgStJ}L^=anDildpXVe@pVP!3h zYZU(%#3TZYf0POuuefIk8Z(5F(+d&^E)am`K8j|XUY08%YX@U_WFL9s;GU^{Iu$g& zrfgE10yk4x{Kf>KBxtwYBq*;K z&$9qXvgPNRf>8unh)x5w@_gbmKTaXcvAz?WT`FdC7*>EDiFS_ zeJm9;KE25OgzBLx8=6?hGdaD&G3evi1N>jqSA+=AK}(0U?|~2{`#Of9eKZv`KE1O9 zjb%KOpuondL_%d@6)4pXaO#*ZBI9XLl$0w9&RF}yRL}!RgRzQd5)^GdkdksaTP(LI zLXwe$zlaJWZo9bZn*EmckyOw)Bh8WqFDhJ96TTIv5JzUoNV>yviA@{70YZ(>@)!Lr z?Zc^{aYmXYXsqFx%oMDDPt+?|I>;k~xDI7AUNuzduqtiJ4z8(vC>3-!BdO=!Si&<2 zO0g5e9=N9vZdp25ND{y@A@{52S(~KpKqYJCmT; zhgmivd|*MDWVo^5K@mVIryYkt5dhZSp9*>a2|rfvOoAdA3Zaj;Ob`1?axV$rb-=1O z+dYS^Do$U0UHiRM(D?M?Qx(cVO{X+(1+jQ%64Zp=*6Twa?0D>k+42je87`wh)Ex|P z0nl68@1}yrr#EtfReOoY+MP*I5coc1K^V=vSI9^#TyXIe&v={ri((zWKzm;*XncBS z2^vdxCPAUvwsl%i5IV%**T;yKojKb!41VDWK}hX6+V7--?w($q<%)SqDBdxJ=oTw? zCPDiYS#66lotPg=pM-U9OPH|e35nXSCwd|8O$Cil?=0`rShzC@if5-`;^T;69Hb6} zeL1~IbZ^>p4QS9%!Gi_++o_=O>76BLtlOCcwRlK<^ktEygFQ%L3CWJ8Eo~YcQ(2ce z$W>|YNd=8h?=0`rShh0>iX@00?x5PdP`GvSGr9;KQcp1`mZ2I=?uEO;)kSlmX-XN^)!vl~8lT=-g2tkqNl-G9i!>^I5)m8c zMj|<&VTo9r0dolJYO<2{&Q#F&^s3iawt`r*GYRT?T?;!!)+b0vNTow=Tqe$&)n%Ck z1FY|B???rWPj4hAq_)_OB|DR#^bzR*5fAk^UTwk~=aK1c64+*e1of9n-P=<^?_7mC;O z_$i+RXNAtVzQ-r;U-HRiVov_#zLHPMuVwGRj(e|PdtAvUqnMLEdB5qOWO++jw{XWF zTk=V{6KE!fQWwQf9#is3`L*0b;GOoG=Y2~)DQ9T%Cyy@qWD;|)d+0tTpG;!z^~s~A zd{V$7d!O5TmwZxw?c`71tK^f>9Zz!xi;Ut`IkM!Fam)#yJfh^2NlbT-nD;FCWD;|) zPaZz?lQEQ`aNizQ^2zAePWt4b(?7}n6O?Ho<~^o-k|%q@op8vMPx6#eCfX}&9$fOt z=-f{F=7j%G{r{a~$2@)iwHID>?e^AAEE19gMPLgk4(<^>$0n#WNvI1V zhpmIrw-9%*d%pIaRM2!KNik@w5t0O@kJ%S&0p2g6dmV5j^y)DdqPysIMBB&hXx~l+ z-L07kBuN(&mMNx5TRVs3D@kZacxa$d;%&P0ZUMe-cBJ;(b!l;WXeQw&r2Ty== z-e})S1V@t=+q|n_4e%06hHWl;$X1bCO>T^kZh+rXHjQ=8t zP=aD>ftat?_xcD!fuGU7kqUYMGmU*blGEFxM*_v6wdshL4oEk^S1zUQzJ~^vuj2#e z*xKLh6*PKe6m$=FVjGVnC=OUwpN1Q@fMWMZ`5a6KeXy?OgCyzuNTRm1ucw0Uo?i8! zv5Q9%6iG?w4#;11fd~mW2oS75W{{;e+n&ws-0o_BoeH{pdewu*CLT%9K7bCC)4=Ze zptg~P#;}x@3{WhZCQR8x221-|D(C^sH1_aFf_BZm4xE>S@1uLwqKFPZ2~Zy$ak?_# zP%(`ni!18WST6&?`0s9=r*F9W=Gi6@x}ZJ{8-htspk;NP>EH zPu#;0Om2!{n}>*|>jO{%p@S?Q08~zZ_7`_AXzbgO1jYW_&{-ydxDwKVC3IBrfKMhDR1wyyoz-3uCfb|gVb_B@h+B3aCXZ@>wQ8y9eB4{<)9yNn#! z)o$M_sGzo$mY_jw*^vY_Np%+bxtmr$bTT5Dw^0tp>a5v?)65eC1ocmgK_gF8wV>DL zU*aAxJzeD6;hV}D2}~xo)CdB?wlHl6lSi|oeYO}hLL{je0B!}>6oUFa{B2o%f=lG? z^+6s83<)MwrwfY@5EQb5f07FtmEuCZ&Zg9TB1BSi?@e)}|95Ai|98^5w)Ty+53Id( z?c6nUt+9I7>W5Z?)$>>F)s>a+tbBCk=9LRpPFXo<`Mb-XTz>WP#oz%BUHabAZA-T- zUB1*^I%4q$i=TxtaP^|UcvRy@jXN5*Hm+%$-Z-ZIlltfCZ>vA2{+Rl{g`eXi@UDd$ z7tUHZVgA48zcT;c`4`MTasEN`RqgBA?`bdA&eNLOV(ss0AFl1xo?dfmtJQy~eysY6 z>V?$@R}ZfIbLFss2x?ksEwUOFKUYZ%8s&R)Q+-b)Q+lT z)W%LC88z*9Dyv5AD62;8D62;8D62;8D62;8D62;8sH#S7>?EpD)6S=|aMX^naMX^n zaMX^naMX^naMX^naMX^naMX^naMX^naMX^faMZ?5A{;gCY9`uI(?;gxqb7?&?I_Df z?WoE}ZR{lSQPX~>vVzo(vVzo(vVzo3PC=^VEFG2AnkpH2Z{?BqQXYAv^2j5UN8VF; z>my|~?DvxX^kE|f4uRKyy9$8Z!SydicQ64#`Ix={^^2nQ%M?Oz^NvRIH6U&1nl_V^n+D;qyNJuQy zLB;L1-K404S_ri(m#&51oYzu8<95(2L1T50BxoNo8CoOwq3E>6DeBNm4GGoM*)j0M z%foQyYpI|IFw;mJq>=>nA)r!vgo=-2C2d<+>QEFB;4;vvGjO`KI^FqdD(C^sw4e@x z#3FM-Yzvk+{R$WLqE4TBE{1ZjPle~qOe?9NyEB#Qpo*f-){dF4nW55QK(<0N!w?_| zcC7R(kjJB9htxt37L;ks&!vLy&Qv|9kq_$We%GLoP1isuNiI4TU|FCDnN1&N8v>UI zCH*oL^Z;h67lK+k2JR?k(&Zwu$cnipd_@YuedGVJciv&LRAv6}>7J_Y$snMj0)~-6 zWUxYab@x?5S5g!aP=cU>peP`cGlDtX?&>iojF@v=b#>P@tnM1tb=5VkdCfVeHT*tr zRoQcHADlULeV!lx=spk6*_m_i_tvSZx6XOr@B97I78N*TeE+0??#7kgWg1j8wYmt# zp%o;h1FEN@0Z4+ILi_;Af#(MP>>qW|qPNZLJw0?9)bku9LQ$ndtqxFJjO0qC`h`dy ziS};V?$7=~0WFue3TWxtx%tXaJJOS}t!D z(9*P10p$iph;<-lBMx~U&k*Kfw2sq)nu=8&PucA670}(d(!#S-2@c|G-VH>Wj&4bU z0~`{{rh|1P`pD)}6DP$#`#S}+ywXCt&D-JiwpCFZYNnmtZbZSIWOm=BEgjK6Dl=VZ zws3c_O-hBV)1CdT0$N^a70|-8Q@K)l{|U0ZEx6=Kk%Up-p{$AWOPhw<1oe(+_BRUX zZd|G6+8MSn?ZsmoPdrf;3y4VlE=~CuS@Kb%!5M$e*@O71-MG@y zwR7`5O;h|fbPbXmZqJXpeQKdYEFwUT7QH= z5xGI911?nG_j~;q^U}CK`!fZ!ywbuB%BU(n)I2+VbQIw6fyagceFGlc9^U}ea**gl zp~;JS@$63((DF*FfNGwde$SJbB!+k*2?8mKFo>WTbb~mic1>ffGy4+-bT_V4^X%kd zK^qfY5Rd=y^s;g3$;OP$XGHOjqFdXW{jmbN8&_I*b}A7GRogyx-fYZZjTC#NKBYt$ z@dJoK$f2U%Ir}38baJIqD{iCWJ1Oz~H7V4gX4;8?S|9lpxNKPd5e88}>5FU|wvKqZ zMF=gzz51a7I=NDF(9*PX^XcV_2J4BkEdop;%p|?y=u-0tBO2r(NR6D)><|7n(9*MW z6BI=;7Y-<~9#$j|6561UIl}cM@q+;zJ{R%2+3zc$yRp2QWv7QkXPkCp*i^_Jh`0gb z8OX6Z5Wa9??NTNWXTPU_PL{XWf|@XVb<57!ANXwZVZaa)kP>HO)HdKU4+5=>MXTPI>?#7jtmYvEy?QoL7 z$da2VPcORZRK@v{b7(`mDEFieXTPn0?#7kgV*1l2YERH4`Jll|BKES`#)NOM-iZ(^ z^*CL12!r3!L96i7Z$1s`^kYIkTi!$#we4Yh2!D^@;8OlagVpa1{Mm0Rpyl$KgWgo< ze@z_(opvPmxXM8EkwoSNx(rsKP|pVF`obbiLu+m7Qep8GJSZPZ{PuBBQwQmCfI?1& z4N53_@hBA|@dX_;?PD4WkpxYYwsoKaT2cqAfNJU>2#LG?05xdBAdhdCb43`z4vpBu zKwZx4;VKiNrjY-AE2S`Ca!gR1$45!@@?}?#BGO~ItUyf+>2Q-G=$}zqUGC12uiqE zXz?e5aL^uDw^KkT%WDp*se_UKwF*2jnIZI&?ZLF4nUH>oy8#xx59<%t*R@ zsCjh|i26|KP@RTC2PlFwJ!yB~{ExNn0Bzr{W8GQ-Etj_nsOHsy7+n~l842B0OpB2& z=77qvhExs-tdw9i@T^-Ypt8IZZkxBGy~%C!Zk*e8(NOd1NO2{02Sj*zW_V@jAqf#M zTlcwAgh7)C)lO?)1yq(d2bBlOEcR+%9i#wzA+-DT6vu1XgQDr^ccf1eoj53|v`F=> zTPmQkycIz;uMYalO;=WO>c6RP*XU5s54_ zt$RsF_=<^;@)3Jw_Z#9{Omdr}n{{&qv|L`^vBKA3dpZ80=GDPF8Fc7&U^_^n40%P5 z>=h}jm`_aL2N4H1$J$2$Etj_nsOHsyWjl#FQ5lR#cd$R<1T~=b%fqvXV_O*EjBV|$ zfR@W!1yu9u=pieJ_MS+3i;yJJTYSGsI&?ZQz9HDZL|)t4O93sHw-E8=m5~Q{Yk|6< z=G8%cK&;e#LJ(4eq*rK}>BHi7;xy`^MjF!bVckptEtj_nsOHsy_8-Yk{AEaYklIGn zk(3!99j8Njkbe&;($v~h0o{!&)x0`L#q~x1j^-dKSI`wjjfA6d)I}m0joUt_W@`@x zbT_V4^XkA#q1O(`qNCSI7<4!*_8qopF=yfdo*ML9bgdNybaJJl)9LPTNWZqXxu=>} zhu`h=an&IOiE#y>?10&V67b5)*6TZv!p8IyO(mG(iqXqLUs+ z?_XXSF@15M;uCtg!=y-~t~GySpfu|n?t4qCj!n>xi#HoxgE-WO>;@?oaFN6caxMd& zs1P~h*qZy>Kuf2NO;Fk#9Q>~cr2!pK9QkP)Opr|G;}W2WN-u!hvsyZ6A%kjGR_sr2 zL1{80w@bQe5Q$wJCq%w7ygU>Y6I8gRgC($m4cgx&$HL~9 zDmkrK-H4hkHea2{v+NrKMUm7fIo||udt@V!9sC7oG*II6Vv-$4kGn!{Nk7({=|G<8~{e1fZJGBq6 zer0{kdbxF#b*y!#*+0+z_w4ItA2WN>?D}k@@rA~l8c%4P+Hf1q`j_i(tB>ku)O+=1 zIspE8<{2|*&m1wcPwmIGe_b1yGEP@Vn~c+~2+1R3y6MQ6ZaOlin~sd>rXy3j>FQ{c zZo1`#8*@!Z#$3~pDc5v$w8=Hy@*inTG#wceO-IH=(~&XJbYx649T^i%N5(|ckulM9 zWK1+2852!M#zfPRG0}8nOf(%C6HP~^MAOyLCed`uhtrs4Ix=OMu8uZYrdvWAQ%pyu z6w}qwCdG71Xk&iq$dq5YI@;uyZV7EnE*%+@OGn1!(vdN_bYw~{T^((bOSimmV`k~d zm{~e9W|oeOnWZCRX6eY7SvoRimX3^>r6Xfz>ByK_Iy7dM4vm?mLt|#?(3n{|G-j3# zO_`-@!z&FrsB6P3jAveMJo7T+nU@;Ryu^6s#l|x)GM;&%@yrX1XP$37^O43g&oi94 zI()=r=2n4jchSc*%q^i$n@rmd`ay;>SBDRr%-jL4%&v2Bw&cZZB$&iKOK91X%4%@BCxU0B`LJrvL) z`3h)JK{X*AXzCyx*mMzkd(;($pdLlAZP8(o5?_!~RfH>!=#Q4Tsy7J8o0>LNN%I zSvVMUJD!!?7^u{s%(&v3ItV0CHz4l_|5HSgJZiThl|h2L3voThj5}ysu>v}|r{qma{Lr7tbqbr zE^igki>5)lEbm|dYY;{dS1P7VSiOp@_W(&27gs21P)91Dbmy>J@Thd}H?i^u$0 zT4rLL4tpX=h1ej@?esgK-)0@5fKHZIRPl`TiiQ_VgCaQUw!6GCysu>O@w*m&Jmm{| z0${J;HWPQO!xhlU@|uHcKAqI~sraDj#VaZlU+Vt|6~S$Ga2)5!g)~2~4pTrU%WDp* z`Ev-u>%Iwpy*zQ?@0$MIF zMJtxq?CI5fI(ZM-Dexe913t`c?CKGcq$3HNP%QEyd_o=9>L{S)@>T)Wd^&SZmk|Ct zec=@+>{NQ_D^g~JSj;-pBk5Re1+-k=DxjKACq-{0IX!{{?*~sWTyY3OeA+x5v7tc) zNsw5+0xHX!YdRKXTOQzcZ=0&P=F=&`0XIJEwR&`)wqa)S3{k~}=^(uwY!*9?n(mB}UZDHrY(~J5ZT~RE0*cIv3*g8}Joh+|8sOHm2 zLoH_4Y|PjI^AQ)H?Lmn0AY#x|t_PjA?}pa80yHdh*-$dvCk=7mLqm3C2*zSrdvatAgXMA=_X%7{7me_}GYn`iHs;n=u zB&V4fQ5`NCY286kFCD&_wBn;H%i~Mzrx75<@f8+J>U9Gza;r zVgTFWeWBgKbrb913g~WJsn#6?t<9m?fjxbMOgtZMny;WC!OZN^>VTv!KD5@u6wuwc zQms3PHeOi8m>fU{Worbx7*am3Y?sY;pH`hN(Zf1R0WEiC1>?)?o@(7e_!aZ_6BD3$ z$yu?(HN$Gd>45i?z7AGDupX*_7Ry`G%*;Tw?jXJ?w3)J=-L|xY4hZ(S(m}#rC5BYp z6N>Lc6wqRMD}nAa9g=9|9rS4#f&Y&PKpRn69wfF)E?tA9Ik>%X-#SwPoh+|-!t{1@ z_`GeiGaKza4T>={A8R&&t}DG}ZQ3O{{)c$mVkl0VzRySAIzs`SEU!7J=F@?0dKk0M zq{SCq5ZJat9c0r&PB5f<5XyKmupX>{PL|gkRP*Ve5t0UKXnWjEVa4}pDNd7c9Zsf` z(hJo=LftxD0WFue;I_%x=bmcS7dC_{10$MI_6;REmgZ2t^ zM`(URBUsLgY)V#xw!HoARGFTtSYi zTyvLh1dm<5&t+Q=P(aJ&EmUTVq=QGAPX|nVWS@&uF=3FV5=@dwwD6K9qMz4*CU4nftrBd5h?xwf+!u&@m*vk$a@d0Qxwp0d8>eGJ{`0g;EqfZ z$D5%(br3Qg)DO#MZ`e2d&O|Gt@(8HIv59umkpf_fWmBMv&|MX zaB$NZ&sSSJH?CCk z=^%;R3CXE-i~?E)2Wd2u^FRG`+ilE-x=#n4tz_*%>2P$TUPA0m`HxTfs^gQ0 zK%L3Dw*op@UUN{*r-Ni`M8hJwC(z&7g5nEBE|QKUB(K^DYCCv!SVt?MljSuBeU!Fc zNn-Q`$Oe)e@o638Om5vv0WFueN`3m8X;402bhvV?NI1O7mGYi; zv9|GOY4JPwCWV8@x~BqKF0VN#=l_{O{h76uU#)z9<*O^7S^4P7`&Qnu^7@q)oVD_RmE%^@mAkEYD+jIYzq0qr-1487f3^Jm<*zP(X89w_?_GY|@~f9$ zxcv0xCoNyIeBtt0%cm|MyPPcVSiZ~h>hiwJ%gc?W-_l9&jit{meSGQtOYc~E-O@{z zo`tW#bxW5loxSv+rTfxfaM+T!w6=7cr9GGI#s6FU>EgE+|7Y=&iyvNm&*GaGU%7bw z;!_u&xOnyA1&e1bp1OGKV!C+OMQ8Dji?>?bW6@st!@|!OzPs=hdJ;am@V{?hq#=1-fy-~3VYhtK=-2hHy{f3x}K+#lwCHuvqh|C#&b+=u4gJ@=-$ zm(M+KZanw6xhv+*n>%Cfq`9N#26MsOA#=BzyZPMW+)V4&tsl0&-ui6oH^+N0E)|0Jk ztxK$PtkbO%t$SHVS{>_P>i}zSYi{;Wv%i@A?(COmKQ;Srv;Q>vmf2U%UO)TP*(c0i zHGBT-LuT(kd(3P!+oMC{_OrK`U7W2qe%ttQe^FjIL;Ac0PImzqRtw^_MoY*Yr9+HoCGCDIKJ%!O3`RK`v9-NP!#OU;V z^u)_rqth7G8&9acv^9EAK74%bsjbli^Wo!oqDK$NhmVy-KD8Xaq&Yf;;Y{N({8jhQ zM~~*OIywLKbv4%Yq;mM8=IF%y_t*0K6Y?KEN`8O8a>(7dZ$7-H_L|n{_>HA%7>TBgnO1lCLEOyFOzG$M?So? z#$w;S9C8cNe0YicG%1JtG|q>@%i*{+IxHVPQYPFjAD$-@?ph9+up=KnLMHU{;kg3QD~CXI^WiyidxCs;HX&=& zDThyPjoSI};WEL`hYurUjl6QmGv(&PvxrC|Cm%kv_NvzCF6HpC&C#I@XBrQ=ra4;A zM`u2&IXa{mUE3VpIUk*IO>1;8qk7}P#FWvU%Hb=Tql5C_pU$6_=sMFl?W*QTf-9q| znGmQsb*&In|ooPIf-%4a<#BU|A&NLptZzZnIG)}#|Ig+r-=!)h@qUucJ6dpVY zsxyuIU)mf=Ol5RQYgB~PlZh!K390qQ$+efYMiNu&jg#c9DT3-rHQt&csGi7!Sp?M+ zizh=MAdrZzVdqst1{&GMO;0e-xqQ9IC-#(xO!ZT2fv7`$MSoL ztM$fx(TsPVr#u|FZsO$R~hnNNOY|? z?kVqugjX5zUPyecH;$6Wz6h{KNw_Hj>^>&^3x)~M)K1lz=rb2iU2#1VG&@D=8Wc!y>>Q&dV??0_@?nacfuv*u!K(5n%5o6N&(PHdi!kfdp3oW=VfHS(ki#O(9?BMB zC}FnVIJEZI=CFvf>(?}g5@%-`hg{bh7Gd@fwg|%_%-;E$*02b(2eU;ON|>E#9DHqa zC{cE%aVLIV1lfb+*AirB8VB)fiLo<{HU4r5u``VW8A*hlY25Lu=1>AGqpO?4qw~?~ zmCd1q*O|s0_^m`&M*LQS>rCVJ{8nP?OyhQ!H-{2h8C}sFN@SgB-1f5OPy*{r zLy4=5E@=&mu)05Q?yv}}`}5`wi?F&MZ|<-NtNZch4kfJ4G;VWQYgk0pTk~cPi>P{Q z-prvy)tSbv_n#x41M5mRr$n>j3E>MeLPhZ0j~8aLazS)f@+;!Bz`JUwcc2gH&?=Hy|E}0B(BPk z2@+WAjRkq{B(l~U^YV^LXq6%FsKnNKV@`f5!BvL*RHAFW(ULzV;kDjq%248KyoP$iY`rlf6N(U96Nn-du^X_4*&>waSBR{SWeD=0TPrFXm!C;s0bp9%bvl zmkD{4Wyl1Hvi17!WI`Th>%WyZHxIK6pWPbfVYdDonUIIs`mg29&BH81-rPLQ)_)~$ zZXRaqzvNRo%)=~0-dqW@Gxc9w)7&XhcBcOG>smYWAY1=AZ|+VBvNQFc@oR~(GxeW7 zs<~4_ETe0iJ0-%-)PKTnCBV+qe|$}AXC7bcKjNFaGmozfU(wtt@pY#DLuN{NovHue zs^(6Ku8gj3?v&s>b4GxhIW-rOm1mC+T= zof1}O>fh$KkH|;gy0p1dg6d5DTbHzU<}tPYP2Sv{c}!*avewQ#rq=(LH+N?qQyJcH zQ`P@9br3jKzAvWCeG#Ij ziZWB1(m1&u7_t1PmsmpuRFXOsK{a&{xc(%L5a3HO*CwG(`U zs4QyVg?_(8=-^XD`n0`Up6 zO#F(`bmU4gl_0e)scsL7b362~iVmzNE1;9*H3!wyK_Gm_mqItaGC0b=n;BSVfynF*2PzLcaoAzHc^4nXN^TTfI#C(B#V z%$!XHwZA4EJnBxTBynXY!AyZVgyKq#jh>DHb${~f2$^B8;6k9Zo}hqEme(9Kmk69=LwA}3tj8&!uTE!MiLcR(_;mQhTOL=;ka=ZNxamDdWX*7qNV@Rxc~Py$D4^x?Rsq#~I(%9y zC~_e>H4x)#aj8f3KUwcOP^cr%hgsOQ9<6|u%UcE1oqmw0K~eZdz&G^ptjM+Er8H0J zpwovD8shH|Th}R|#qyHz7Y}NqBFV^^21U7%LMfit5ICqSQcHv+N%;cFD_TkX0H%Xu zU8{f=%UcOl^XZ6T_#+(@QU4K>*VUYHI*)25iojqQu5 zZkrkr4TVA94|~?t3g~2c%|SJvj#MgKXfsjnf^tjK0bvkHwe^nQPaHY{upLOOs}#`5 z@|uHcJ{=B)eq>1biY8(;LqQKF0N)#483X|xwoCZwTzO-lQvWxSwjF6c9S{Q}gv+^| z)HJ0kjv}dxv~7z1A!aYofBA@Cp@5e6^e=APUa+k|-AME4fY&yV&J7BQP|fJQLOIxD zpGL!5g7PU>++hY9zJ?iDF!VyKSDS=aN357wm$s4TD4Y(+AYQoMl- z>PYkHfNvUhIuPPf#sf+$n)(6Ty-tcY9)uaE4MF`91yq)|BBMlT zmm&B{J>G#1-|nXTvJ+VsE1Vj*;fm(dqXg%}^Cj0^Uvz6U5$tFDo2I zQ5&bv#PzI;6wt}?nuFe9I^cH)=qSRRLq}X1NmAGyVP6dD(L78#-F^b!*1Avuoh+|8 zsOHn*;xLm8;2U(IVzNhqmIQTLgb#hbq+x(jRBBzIfR@Y4b_MNKGYYEa)8X)OiG`wr zjRLO>c6z56mD&8jt7JP4S-* zHwo*J3TU~!RX`7zzNdUo>8<5hK@nc)6?9<@kaeHr|++U zvMq^m@>++FF3SsPP?W^iQI|zmyiLP#>{^ddK+EMd2bJ^x18biw^#2~aa`MWdE3?aA zTz>QN6PF*b+*w{&`ufs4m$IcZm-B zqxlccKX3m0`DFgq)XD#C?uBy~&mA>)KVY#(aRT3@u@Y(3F>faO`O*{{sLeRk*U>9fJ?V&fZ)cQwY1hctFH_Nsrc z{x9|C)*o4q>$jTu>CA^`UOaQ@%)Mq-Yrp58zRUmCGE;r2wQN&gYHKxx)ofE@YAbn$ z%vfJ4Gu4+`%{KL=wuCknms-m<#ih2s>b1;RUn(=!m_rB<^|eW@)k+*n*HGZmLw z%{IlQwuClTmdcEkr7~k>sgbd=)W}#_YGkY|H8NI~8W}4~jf|D0M#jogBV%Q$k+HJW z$XHowWUMSTGFFxv87oVTjFqKE#>!G7Q)Q{u(WbK0Rxi=WSXOFeDl4@%+LV>rCd7@5 zm8C|e%2I2iO=YR=(2d2VMyBFYYokqZsqN5>^`%Cp`ciA7O?|2D(2XUgMy3)|Yokqx zsqN5>Ri;L!DpPBtO_izb&`pJ=)<&B`Q``NWrdm^LqfM=;?fy<7s=h2XV=5(|3iVWoJDmIU0p1adk-4y-@)zGD(#{HFXdK zD{u$F-w^XQGQK!^Bg#Z7pUWJO^i6OVkF7T-phZ%r5~!vQLXOJy$?npxC>2z?)gfA- zE9Q$&d>DY+Yg?~ZKzHLxHFb~>0~<1gG&6gs2B8arrh`L?k3?3_r(Y>Tw!?az0$N^a zVexIo>Cn_cF!73oO0u3{kqId6GF00fsi3k1c4u3TU~! zMaP#}kwo+9q-+?_G?&{e!bl=I@Wv7*I$iV}Ni@@&A6YL`K+EN=0;>6R;<%THclf&F zLrcmFUw!i0B)D;>=8pQb+*&s%pyl#b0o8muV}c-NhT>8zDzl;VQVahp3L+Bxh@17% zUU{hkI=NCQ+nN!+G@nk&(0#<2Py<02j@V17I`1n+xDJWBKBhuWV7){Eom{Co=yB7p zOxlJ%7xIoo1(TyoZ1QPPABcuzfFV@ZPpua#ppys59Q4>}Q2JXD=YT#^NZarQg;__< zq!%PzD%5T__WRb0ZVXfkUuLcNnonmZMnWfEQI=mA}O7jF3q=~TQ5*RC->AGRP*UXpAJRR=P97&@>T)W zd^&02MNp<_W+wJRoZ*@w>##Ay&>bp(=Xb2(&H3!vvI$gATvBK-}xN^A!d>F87$GE$^O7J5G=uBA8 zRzN4qYYwXUbhaI|r(q3>d?X+7$f1GTr&P_pA&mkL(q`MUo~3}6%lj7@R1>;lIvtVX zwn#9Ex>mmNgo?%Tc9Cs^Sb@|RT5h3dJyQWKm$wS2=F^GhG~_{c4s3IIdIutH6JYoa zHwy9!joWbm)qFbPAR*(67%8T*d}X@q277%}SbID`F`U8>85-;93g~2c z&F^V6y}U4HsJLT;nxbsLdn$S}E@T!c9*D0(L}1%uJxu|fEU!7J=F$fU~k>? zW$OSlTn;nP%zDCM;UJ!1K7ed|5L%y9K;@OVUhJ2f-5_$6`-j649U%E#0t7j)gcea2y9ZGf&bd6wu;H zf@bEiyh3c7aNGR9;I0i4L7TScSHHYAPh(FjbOC)WwRd<10naZOG3rx;|gf;q5>)plC#6@Z_l9C)InI<9{Zp! z@>+z5TpeV9U6R&>!P+3}vT_ zIwpd;aOn`7Vbo=V1|gKLho1Fs3TU~!RX{bL4iR?ku*SS7bO^QiqH#~#fVxPTM;-n> zPH25t0WFueaNBlFWZOrYPX{8BDawMb>~sl(P?*^cqDGZqIS_cM9GTnJhZN9qd8>fx zJ{<`L*GRUrOX1rMp^u$e2-%mc6?wUbPSrHHhSoE4?t zj2r8?eV^79Zt`GYeNX|NTxp@bYV!1IJ{>rZ;GqB?ll=oHD97cVdR%w}GaUnsE+z;) z>jMht#U69o)A6MFA~d8NLgm6>rw3bHOxd$LoY>#c|#YCFvk)lH>+~Cv(-~94_f3>%9tS zvAmT)HJ^?Fa>O38y|@er9TbUeKH}5`JT~7PUZb|x9$5dZfELSJ2~_jx2opSALgEky zDekF9SnBh2Stm--OXm%Ecs=W%6wt}?im$lQ9%-ccbkH;yblPO+kZra7me(9q z^XW(uwAp-aXPish=JJEme$YixO}q~JoKUTQR6xt+Ed*c9Qf8V@2WyE1fb6r_dGele zxaf=Z3lg)a;}NU~Pu9B>&~kZ;EvU~1X|fyqtDS?IPY1g6q*UmZ@nf<{ZI|ssp1tbh z1cRck!%gT)Wd^%7oW-AX=(w6L%MByH7XWY|4!0F#{5ks}!p@2@7R|H?p z^68pS2i6s|;=t49EX;NVZ9^)2C9}_LQ zbctAJ`g9qoiD6o{r{pSVE&RoZSzZBwvuakgm_BKp=_70}7@%D&g^o}M|q zyp#s$6huJRA-l`+awzA*iM=%U(g4fuv>#b-Q9vilYYuwGG${TNao6c{G$G5%v4T_0 zfTx)Ui53T%gSzDFtT!v5ljSu9y{XRsT6a*~cRV&G&N>@EqC?771@&zki@|D&n9-+eqY~k*frh>>%xRP9G^$?swbzxdK|=)GDA_cMyGE z0dcmsE-4MR4t#4U^YNL9X>z73imuSq`k4Y+-qb3fT6d77HE7tz6;BdpR8XZQDSwij z6bBjz05o6yQ~@oQx2U!mg``aD4oXRyqpwP|rEyWRgTx86#MfiGK}q4U7Y{quPZZE{ zd8>eG-9e~{dsHdV6_+w`8*3(teVi5POpOwsenQFV{8#}km$wS2)*ZxFh{W7L%4^bj zilG8c`O?5mOEGtuyd;~XA1R=l%S&Ie(N{dvx`SwZ8g#@)2W?k&W+DQRcTkhqr^k$= z6+-UT4;9eO zj02R*d5|PH^hm7}@p*&#NG;&t5rw2zzOR6m%ggp0a*z?}Ak%z0*vAh@P?6uD_n(L_ zoQIGUR;Qg%gu@IA=ML+83TU~!RX{bL4qh2{o4Ibf)c-l5vfJic)93pG`+zzsP6yvr zK+EN=0;>6RB$A(_$rl$NIzf^6mTM*~x!pEux8&4e(pcY7K+EN&UXgE-+MR84I+^Cv z0qF>@1L6=)AjICTG`{xmJfu?LAodXWgLGhhTLCSXw+g7{)8TleaY&@#dm{PeGJ{_TK zLU|eaYKw|akB#VnlNv{3T$17x2QZutzM+7Y%UcC>uj$|*(ko$~O%nP!MBIoP0&*-} zcqIeMa4Z4L8SCo`s4QDc1J7aY*&%lDLQ5?LI!q<9vGu}dn#^R2Hcpt8IbLHC#jP1#bz znxUsxM1$Hr3{lZY>atzIlZ29qi#Ut*6$P|hUY3T~YqZbm)qFZgs$jn-*XQQT%h`>xA~dL^&94yLMm@;-k^)*T zZxv9@r^DlVU{X+#jwQ7XtAtZAp*SJY;T)Wd^#W#Mk6p2CMCdA%<@HG@I~}w%gmc`nKBIt6me(BAng)d@ zj+YF#lgKX-3EC}r4?g15P6+=gn?=|9v;sO=UUSgdX;5}v2&S=JA!EcVLvESS59c9u zQCSc-p_KmrPbr|2x&BS|6YNuM*KVRq|2FF>)@kU^FU)>@_MNlY?3uIu*_Fn3 z8}CI${+z~`uZjHd)99|^ShbcbX4+P|nr*g~Zq-PW8TXWCrah&r*=A4ame9rxrI~3%>1wvwP`V|waW`pZ z+D*EeZFZAx32od;ni;o}X2z|gnQ<#=X4*=+nr*g{Zh7IxeWaOjA8BUXN17S;k!Hqy zq?vIaX=dCIu4Qe*j?=ZwH=gMk&vcDvI>s~aVm$Lu zJId1vF92OH14lkv=hjAyPH&pgn0<{b@Zu4b!~nOlb0J4~i+7nE*qJo9$O zGjD4=^8n+S`y0>P&v@o-jA!23c;>B)XYOk_b2Yo=WagGP{T7pH+uih=8_(Rwc;?>5 zGxsu{c{9VAH&y*#>kc9_)=B7ag-|D5@vurrs7sSP4G=NuNV@o3dmkm$A^8==L-_;H z%*^tjT6a*|r!NtQ)%6&vE4gM^ZpgNi)ajz{*zVAt+KKGF6;R2q0QwjDia}FHrgaB} zIHY$6a9%s@l(H=)OsW547AoG!sB|VU5A3}ZP)T1^1l78ONSZt7ZA04@QYN4xI)I*U zG(bPS6DE`wefwq#Xt}(UQF2ziNuo~c4uXV4`yRZj7{y>};UM=S;mo9ch`3M#DBaq7 zDxl@^7JX1=r30-yh!#G&+R#D8*ntWviF-(rDJ?WzRvMw*pdUN-9tvo=yj4K8?jRhz z>BJ`+8AhTNFP)O~ z4m#6(I)b$8(+b(9r?(^JAbMUgB5{!INVucW7x5OiTMFo8dCfsJpN_EIbsT(0xYB}y zO1&b1nTgGJno>T-QaD$2IYF)#GX|^cjHPmpAP8Lw8_A9@M&{}y#oCJE;FVxe7$KY zbm(Al?1lom8&|6NbWkDohy$1oK;hs@rRM=22hE;HZFf*XfirK{70~iZbJ{kqj0va1 zpALic3I;t)b=Ezo(n431&N^Z*dneduej2Ay+n!NC%PXw{s`+%l*+6%MIxT-Y-_saE z0c|A-I|u0lbK$*pUAv}$mOF=>wrv<3-03T&PXyO=2?;Uu5guh35&tn164DSh5>aUV zSphAVH{X~UF0V5U3P*;%6;_shFCHXh|M{w+Uc~MN!Ex&FFc7RiDWK)@Rsq#~IwH0! zeS#7)_)=Ho_VPU?{>Rifu`8nYYtXm;sDPHsTLo0}>FD5H!50PQpy-&xM+em9X>zch z!SRKa$GzeY3g~2c*$o=rQ_ZIX9sYKjcbUN`DK=*GtM;lc%ne+hkrk0)hYzN{Dz z5SHQy^A$Q@Vbxi`Q$Tm)N;RJjjJybg7|g^dWe6KI*XbY%BeumphJJ*2VEtABEgz&p zK+Ws`rTKKA6VdDN<%BsX6jWDQ@zJwb4?MmCodIOqXkh*3Zv)kQI%t9P+%}zMeaye`y$aLV?oM6mr2oIO!{fdNTT&e^%Cznv zjHZZt?0JcM!s4UXjE|bI_~-|qONlLuX9o(XJV}%Oe=|_6JIF&b0|Fh2FTQ-+@}>^X z8qmyOF=JujaC)>m3aC6u6+yM`porJ96SJrxG$26X($S>UrsEg&BsRods55q30hK2S z(7!ZaVKdY2ZL_>ucMyJx@RoU9_=>W{hjWGE3%yuE%Ic(!SS$v%uYeXWYT5tK4c%UJ zAk(^o=%+*B4?o4kkEGLq!$l7ZBM5c$T(|>-@#4t#6wu;Dtpuud2L*IJb%hY`#!#5K zQjX$0LwsLhYzL{>)^%)G0WDrsKqbA>-r@JQHA%{}?jUX*yk+7pW=A3nt{+=VM-Ew`JmEK%@#N!E})4;%c6a#0$MI_aVj>uQcb6mO&?O6 z3DO4q^)SBJM1;~+he{lb^#P((PGqkupyl$i7O>)t%*--PrxTSPd>naO2esMqYC4_dHqd+}WrlYSwCz6o6EYl?I~cw~`Q>2_JLrRU*+9hh zngUubZxQg#o?cC-6LAHy*s$UUt|SKs?0NerBSG8l3=$e8d(ObO4^%+Q<*fp$>2!Ac zA*PN{BfEL-6=?^mx;ljSX1e77e_UX*D%oj8Z}NHvgxWdBEM zo0gdn9Rl`*4jE87A0N&S}t#uB)+E88T!Hp2MU!?LIQ_j?kOU9 zKElv!v_txp+V*V~&~kaJfF3t}r5=q)qFRPLu4E+1KT5|A?TU2obUU!roq=N?pnw+3 z%eP)W;_S*c_eh<;BFvN>I}Hl^Uql`GJm%Um0ec78;u zrqjt*EcKu*ucKl^KAi|mH>hkzeSVNQ^bN+Ty`KVFEN>-HO{cTn<9(qhu}*g;+ZAxg zGW+a9W7Hg7I;eSz?As`y<&{?1u4p=)Vjmunt6xV~iz`Jdh{6ndd>GeZ1%B`X_Y;arqd}6)IJ@U ze7fZTMejCwI%=702GK-8T!FqmdtU{#ywWP5nocL0jyTJT3<`%~_DEubDoJNDv0*R7 zRhN>ZeM<$jd}XTak&c>vW%#O*tY;61a+_>HX|$kqkMpT0ly*{du-cA&3k9@{NLBVo z_m~FlMtI6nCT1r_2UOb?|36BKLcw{4OfYu!O;Iv{1kcZIVtJEcS< zNqU3`w)yNwd0YLcXP>NqmN(TWTPwY74z`)?t#@W)tve`TACJ0qo74tXYSHXr4@waM zMPZCO`+VHmJ^LgDw7jWRK(+3m4uTw_HjP)XG`=EMDdwwEL8UdFv?wz5efvZOv|Qfe z+h(-IA8Xw~oEuUqBYed<_7ev=6%(P5#wRk!_l>P+VxORZmdjfORO=3MXyQxdRLo{x zHc1J=mx?Mf>NsY)KFT3(VBb#xEtj_nsMZ~XeMBgJ&}{6*;#kgs~isK*!YF-b{{{s$BbTCTnXTL&<1)cB6K3)NxEU!6eV>%@D z>F>q(nR8Q694@FUQdO0l4oBCt(-Wq{aSG^UdCfuV)1d6ODLGMvNB&OUQ_gNEHIdVy z5=1{Um0KeIu?lE;rF>BHpB+xw+J7|a78A1QT$RWeAk5NFYUumZ4bmFm%tN_`v zm<^z0uShzGDn43qygBS0x{+_+TLGkXVc$yumF2An zs_As1=*sDrD!k9ekFz3|OU9M=hV4Cl@+rlPj(txBRF=0QsHW2ydr*Ve->wt($ubYv z^Aevhl8BLPC&!G|xoaP#fKHZIy5h~aSDH>|5J_-KzZnWv>G)CWtGqQbm1$45!=AfERC$enh zIQXh@XyHl+e9kd^q3*)Lg3TzJmgMPD1$1(y4mK!e=@m_lv0;rV-}I3L-3_9)gYH03n40Q+ea#(xxbVdsd-EN%c? zDRn4xL8*xoo6z~P4_83T<*fp$>2y;0iBNOoBOb|F5qBL5Gl*aLi8v>5D2~F|K1=~E zmX}PIhz^)7ucp%pnbu1Qv(ypu0<}p0^GqRp$Q#ODC3OARzMBGCEN>-HO{bGScuI+4 z?j_nXRLF@)yeh0VTu@}UV3Q>FT@}z`c`JcxI-RI1bV9LXA|uGBP2>kTQn~Ai>!YP1 z%8tFBy+Z+=EU&cU8wtK<=T1LJeh-xy)K|rOg{Rl&5_%C75A@@yQ}a!SS!nka(8=)RyoLxsfR**yhxvb?6CMgRY&rT_m;D^FNCb)~&B zzx=i3cPx*V&sgp)FE4#_>D^0DT{>&&Zc8^?l>YzcES|R*E$+MUlZ6j0ylCN)g?ldC zcK+A%AD_Qr{)+iy=2z!_KljPGSI%8Ccl_Kztv|Is(|T>|(XA6(hqUU=&o|%Le0=ki zrqi_TFWGOkpKL$KZrk(L*Q|F~BkK&SXD!cuXZD|GpD}y(>=Cp3G=9){f8#lg^BPfO z-?IPz!us9o`_24f=HoLr%v>>Z+{{|-kF`&0{r_uY<8IQiaX0DMw3~EwyxC2>pt)ye)R?@L?E9uy{m2_;}N;)=fB^?{Ll8%jANyo;m zq+{b&(y?(X>DaiHbZp#8IyP=49UHfjj!j!hSI3*Jq+7m~#(kt?<37@{aUbc}xQ}#f z+($Y#?js!=_mPf``$)&eeWYXKKGLyqAL-b*k92I>N4hrN>?7T#S8#0HN;)=fB^?{L zl8%jANyo;mq+{b&(y?(X>DaiHbZp#8IyP=49hT2#@(c2<8IQiaX0DM zxSMor+)X+*?Iv9t?`ha~x;Ea!c;<@n%w^-5OU5%7jb|nZMzGfF`ij7ota%{Jo8%PnU6A_d5!VRtBq$~ zWjymrV?-wj&0cvP6xz0j_;%3mLCqvfN}HjzCpdM@8LCDkl zXa~~=1xbda4)u7NJV>F%afp2zY42XgzDfa=q)tUptviT3FEnlXrh`FDQpclJ5ur|O z+c7@ipF?fl>)KZ;ppw+72lp@Izgl*$a$BogW_HK?8^=Heu=V#N64APDU%6wuwc zQms44r#^s!0(UYL-ZWV|_>p41g5H7W!qg!(YhSK_mRDL3U(M(hT6Ylb{S*(OpOQW2 zL4pfUN|LO4EXmk*r;{K_YG0;+mRDK@RO=4vVG2SUFWFWa0LbD~Qba8jhY|!(Ju21I zQ4{;p8w2&o__{j`6x7FBchG>hqAey#WYM{&Vtn04j}=`BQGe}vq+dPz5(RX!yyl>H zoK8tXNQ7n8gM5XNjoed=wmkTXxLQhQ0A+FR>BTn&Dr{RLLEZ7H28zA{y0UoNqLNGv zinMkQ$qI-M9sI@nU9>G+`yvH&a!<`cHJ=VTUFo(Zp$_8<&<^!+n!PAcw-Nq__~y_G zVPB|&7HnIXLA`BTX2!Zt2Zb%<8+hG2La*qfFx&IdCV>Ptpu8Cbz8}~ZD4^v%tpck1 zba3BzRq0+4gBz?Cxl(9BQY1lEJc_v8v33|}cVwxjH8N>y?WZX_T>$KNVAxSVq zfzxcCqk!(lm1;g6iH|Hkt#j+t#`(%nrX?a#d`n?fQ>2F10uAbH1+=`kdLH-%ErY(+6E4k+oyvkMI^<3r~)b_J_(vQ+Dk_gRX)erhM1}ObU58G zMmvWd8R8P}DP`0_DuVHGPm=pW=PRg9N99h(v)JCtY4) zwiSF=?K5u-)Xj+`9$b>`u2l2sfD{>Y1Nmy_bVYb&^u4k%gQtiF0w#T~@7QPjZJ?S@ z2hF_!YF;#JBUQmG6S7CbqZsWi%wBy2vG6FhAFP8G#!PLPw%cE+=Fn(U$Wm+ZDb!kcKg>?+kp{%x>F0RRJx-U=`5C zX;3sBc#sIY9+GKnlsKRE=o5nXnsy)=M`*=)_9+Tz83xTs@i*1^U+WISJUynn4XFcH zHoo#zWe*BdvWt->R5x~mefx#VrOHiZaoL`mN|KDV?jXEtVm3sqD)d^uZ4&YO^c6!| zCk^3po`Fg70tHlVYDG}3I|wm@ZU?7i_Pi1Q5zP#GixIv`XyC&cBq8r%U$1}`^cDJ` z{QU7Xkm4I_-9Z@CM@Y)>i6k1xCJ9QCCwox*gK?8g=@kv^=PRJ)J5#0UK}M;W#nW2}^zPFk3Dzfq zBtpgK;|+B%SFc3RCxH2n7Zql^N!xyw0$PNmvWw4%+cr+8K~oNA0|%EPEHXJTa(LmM zB8HN(9gb;dMh3yPpQ(TrPj4kqO{bF_5)SGl2VLo#MqPo}pC4ve?KTn!ZqOds&rm>% zr?(QQrqf9udJIRB;3qvKbaLD72&MQEm(4jy+aDi{*vU?$GIA2CC_Fa(qCwks}3S6{NN! zl9Bx`Cn)iPVjGI-ARN?80WFrd5~!}zNo>IHPr|&&pwK1_ zRsq#?I%ztfEe19*ItqExfd`4mxE`hSyz-GF!=2bqQb5b)tpcj)bQ0`hOzKEFh#9G< zcJRt@PtiS~pF4?ACH3qlDxl@^=FQBg;yK-IbvnkHPABCE^j0W&1tf5IWe{4#kQ!ko zv`}bHMK785iYF+bbm)pR;J6S^*n5iGB?pwijF&VesE{chaaFzxY0uph60mdjfO zRMY8<=&wKqMe-@qt_U}rk2ssdsO@!-4MJp=;P5yFbaJJlr(^c?YC4@BGC>?G__hp0 z#Fy*l1l8s}(5`l3=d7*Hzdpmq?^)A48pbT_Wlod(69GKh%* zKtaH#f0;~2n}`&q-A+U|g7iMv*J+@f+N6ok?4CN)pj{lkUAjirX|s}7Mp*IaJdp4W z9l{02tEg*VtAG~ETM6_o)1Z_qydDxk>z&*((e@ zw8e)l9=5pG!uNK||L@x7{h9|iYxZaD*V~V^Pqq)WXLs@c`{wMsXP>$a|Nqw||Noeo z)!OfCpWK!IzqVn_Bi%6Ok!~3CNH>gmq#MRO(hXxC>4qtfbai8sN4gb_WW$(5x?xNr z-7qGRZWxnDH;hT78^$Ek4Pz4NhB1kB!~JkfaO3C1(;XFT)1#xsvM zoVhwaZZdPrm+08ZwC!G^`xwtW#(3tvjb|QhIP<2e|6e$r>PS47+^2(Y8kH}~wv-fm zPdB|BIgLDEJjd7GGmc9i&TIjG8+<)(As9lFDSR5F2FVla$24qK_)x zdlk?k<4b8wNC)l?FW6rHPg4hR9TGP^s0LwzV_Q4onnUCx*I{c@Bf)+pfuR1+3TT?j?fgWU@=^|Pnn(-@hlK_3m00Jjbj>PV7O z0i$SvYbClYJ_3(j`<)8tF89=o@%8X&P?{<*$piZx z3g|BP)C^Sf>4?xHg%tzU08v>u9aJvRw&9+NcLhF@9jL$dKPaH;JvCh3v$QMq`c7Ni z%P4*k9AL;$ZG)Mgy7*Sa*p)zAwBN3P?y|gQVNmnwz;y)0eMp&UD)NdbF>$55wu6xS zi)yBrq}Xp$KzCVQGf>T^quqv}o}dI3L*5|b4p?XcAeDIt@m)Hh&{MPDs(|jYyk_sI z=F>srM(lf%OYaI5pN|d{U#e}Qe~6cbAEu~nzeNGvWqHkFujbQ16Pff^K&t4-l?tbW zazPvVBKB8(ksNel`^^gIF3W2Ms`+#feh})E4@>|Q)Iq{vir}kgr@06TVFBjYZ&E;a zSzfbOM)T?DxCp*>@qdc^oaq1wfKDVHseTM-3^mA$?Kdi*r1-no5<3qmQxS~i`CXW#;7W)+n=q^`k2CDgVgjmo)4}_iay+`WcRnZm74E=*_^8@w}kmyj*bRf)x2xijUV!uQI z-DP>rwkyX?gJQN#i1i>Hz+&Mm!#y2fn$F$Djug#$FYI*f7b~ETPSzXz8WqGBs{M+RpEq`PAbITuJem`1) zuUme}^0StAEmA6t6= z(mR%3xAfAbXDzh(Ya^Dmr#1`F}`|NVUh{=Nc#UxB}`z~5Kk?x_xVWAftNYm$f&v#&;}-uWyZ4%i-%< z<2&TTU)1>N?aLuQy+t?bXGI-(HoE{+HigS&aDY6~&0(UY?J>ad1skh(GbjV#J>~FCTq{KkZ3J&aMk@jtaEHnX$xAAa%X&FrDYXzynBkYcn?GdnXM zeIaUQXXK;LU)IVV%&6Y@TV{`=2f)5;!{|M0(SuWV%xEQhaXW)H}J z|C!60*{S*H)0Z~0Q;N|g&Fud9=u`adCo`%y{!9M$lgc4~`-%DQKgsV;$ba~s^85Rh zLwrMvwJd}Y5Y5X!BP1S|4n{>k8*f@E4zC>{BZ60tt>5v&ue8#KKxMa zxveZNhtFwcQ9k@v`Ds`V`RO1Zez5k^R(51Q{D4e2q8u{e@O=3G+EZKEVfpZVwWqhT zyOqPIwX(bB!+(*V?kI=+w4V>(D}St)5C2()-F)~@wXBr|<#5!>I{ENDwP7o3=fii` zHd>iq4#%y`%ZL9c6Wo0GE}7tzLnhoMAHGv29GVZ`ArR~35Qsza;XlX(38nSM+iOp0 zWfDtexU-c>Fs(PEugoX-+{XYt5`SkL*2c}Q2rVfH0iKKaX zawt_xF%!@}ZD#Edt3%2P6j5UPiwbD@^i}~~n0|U=sz6*{pZY(Y?kILripMmVT5*IG zN>5r;9s3Iks4Oq9Ocl`iX;30SFYq8$Km(GBW)~45w@(%yBXgcGq-Olo{=5QOKE1tl zy7&x(gXYtjlF=2nH0c$WS~2wz3Kw{>ratZIU8MM&j{P|Ww0wH2fNDOS^xAf$3l)P= za?LnH^NJ=2>Of%$BV;TQlZfrlDxl@lTLo0}=|sCBgp!2rDIR!$a*;g`y*l)SSYSM; zur#y(TLCSXH}B#zTwZ(no+6Wmh)#@VMgH{0A`FFk99`TVwKkqBer|t80WFue3aIAO ziP2Us_9=tY8c9T=PD_7et|UY*A2(h4Bt!et3TU~!RX{bLP6$>gDT+ZoA&IhWUo5@| z6N3&~4`{2!{l0I1N&zi{1BFP(^y$@nI^BNSqg>3lMOba^kYXk>juc6_yA=4MG#aG# ze<`44aHs;R`E+8S)~6mrArXNWKnHwf`V{4nZHv)XL=y_pfln%+WpJnhs`+$!4qO#D z7V8NLW6}-^O{jz07M!b2D5kUc)Z725fR;}$@(OL!<<)#TyFD%^uh`y45<2Gg-Wu7Flw-m&J>iC!i3Or9L*F~nY8 z6L>o4zv6e>6~E93Yf1ZK3g~VuujbQ!JYVE&JaUP+8uJpqfu7GPb}%38HtI9lnpq4H1DY zA&(TF8HaCp-~KlRw762D31nL=Gu{4!Y1oNzjLdcC$7#>3A<-6lZB!v2r~y33Vfw(U&LGVQ;1rJ7GC+m(JFBgOSt1a0Bz zK(F9@gUW1znPvc?44cmje=%OR2%^eaMszxmnqfxP(XLNQZvwt zr?)HU6DOz|@}=UW1gLCzQJ?0xng&rjh5z97?e{C7MQ|XHh}d?p!}oXi!8VGd7fpk5 z6BBm097yqSWV_PC`j2CiFx{LU%r-DR`+W+iEH6@L=A`)I{C`z#Ww^4>@{5-bUiycn zBNsomc;do07S5ah-TdR{_n5nW?!eYtT6b&yd-J~bSM0N`Us{j07G|G4d%MQ#8{PT` z>i3@c{LGoPAJ?v`mMFe(qfiK$o2$(Y_@n#XX%4X!msJkYw-sRrKHMS+&6gEQDEbl{ z&HF*Ku3RoxTk$lm34|aDA7i7=`6&{eWR&CCkV1tWBmuk7#P?IzZO$l|_3EISKnNzm zXr2r>uZ5gqptnIS=0hO*Vonm`DQT3FP`P{ZHm zLyplacNaAu*9%2Y7x_i<4u4QUWqB)tY62l$5pfhPl8~L4Y(wQE!y^T+4KoXNFDSy; z|EGY;@>T?0*X}8b+wC?SMY;@f$s)E$oY{~ej79Aczj(ehzgIwaV|fpm292P9;s{SJ zDL`DY9g)BiT^mTv@FdZo>Y(&(|4sqjjpfy>IuQOxTN@1@^g!7{aO!76Dnvey#-TKU z4@gJ+yzVU`iCM_#A0Y9Y}3?C^)hM49F+ZeZ?-c z+kPT=JAisitMFbwZLTL|T=iTumkCYZC$$o18 zQUR6cs3Pcr(+@8#6$$!Y9Kn6bU%9g1?m&}tNNXpk%t9R>*uPLf`#s+bpTXht1q(z7||_|i>q%0RG)tyzbg zi@$f$L3tMDc5MGl!IbBy(uH2Mp&50gkeJ2YW}S9D-cnk;Y4<^K@uw129A z?nXTNf9$k8`zdhYOT|IeFS4-rifB>akt+YxcX?G=r$XNs>gvbI(h$zDJriof| z&N*jHP6mtt113k4Z8DgQ0mJ*NQ}aNbnZ0;c{Qn=`_j=)j)z|IXs;&;_+||=vRku*b zXncA!7I&j+3h&}i#lv2FwSr$Gu;>A1nuSNSj2E97jsA{!RJTyac#OkwM#qn6Yr*ta zWAIo7&&(j9qw(QPi<;cFscEwK)M)f~#3Q{>hjATY#d6G&3@d{PDOo`$vEnrzoZ(z! zMAx9^9u%J#jpCH9U}&gcr$c?Ah(}czNT@FdRZzmK)Y!t;I&Dq(p`@vGocP#ibA{v4 zq8`0YhtbigYF2S9#e}JX@w@>e7+gmXZ3MvyE8fw%Wje4J5!TRA z&p7aGOr25HQKVMPD2dPe@PCbIY7rkAZT^mq>Sa2NjyB;5eoHfcGr-4#IHP#vjK_4% zSRx5uT{WmV@-Y#r_`qm%#XDNRO2>p2dcR{c7>P z(dG(wba7AJDjidyBdv|}4*pn317@UGU+LhHGgb_0!pw_pZDU%*dq$(bJkja92-dCA z(bhJ)1s@CINiRO=RgnQlw+(|fJodnVd^Dcl;mPa2j7EP)II3Hv13$Ily21Q#cr=G# zKN&-ENH8)CejaJY+{yUuYrOcU(dY_ChQ&Q~t8`$h-qz6&FZ2{ER$yvfeBaxGyQUd$ z#A7tkfbm?Dc-Lrjg=657p6V(c)-Qv^#xd&aY_x*4#n97MJW#^)-gqk>?bJ+%=JB+XXE z3b(qrC#dxX1Xz4ei}61ex>6tUspXOIv~C1eo*LiMhO-JW6mJ`SRoCwdbybc3Cx|EX z{C}Nz)4wt6W!}U){pHNO%=kJAc2uqCiLnd+&TW$HKT?DH&BJ$;^Ks;95BObzb&b(X2$ zniZ+1uTxA7?)i0!so$)y&+|+5^mTrz!9BmuFZG*E_jz)up1w{lHMHl~$)*06S)+RT zJik;=pXZnA>GS+jJ$;^Es;95>OAYOr(Z`vnhW2dH=aSR=SaNXB=D(Eu&67Uumtz0h z37XpHl5Kr1+1kgFgL_(jDft`S8Qe3aZ^b6}t=MLLDK@lc(_f1H_AwmXv&k1*l$-jv}dC}mz>n+k`wz_a&XUtUrPRFcgFux?0@UdxIUH~+|&F^$=_^x>@UUs zx2DJRxnxtHOOEby$;LjHZ0KXj!9AmXDfyd+Xyh-&{nP5L;Z)?43Er@&`S+=4Qx45Tnj*u~<@xF8$7J9){H+Tq&1zGUy z3~x?i3ZJp~wGk7Ow6=MJjRzjpA4(>u6>j?W3RX|u93hxe26IATL8b=v!#^G`;Z0P$ zs51g9q~cLi8{R2tnCcBO8vXTmsL_3Gv~G?NHOUv&T)})mcuxk6;x`k#*E9u_LSX{J z(RfpTYEy$Z&}j76pM?6{Xx$tkTvakmBgckgwIR!6q zd+QpF{`%ur9~)iNqvr@Qo;G74MKv=A9!RR!`0&HH`k8M+1Ab1x3_q=t@zd>;G2S{x zqj-j;e-i3rn~QturwAF-h${wj+hCzX{A!?nGRFJ(czT96FYpu(@6|Lkd21VOs;6}; z)aarfJw=Go(aHFD1J6V8!}NH(6No9dFjJD6sG4gzF5L&EPiThY;MFdsjc1`Mx(l;xYqmpS;yA3k3zAUSu@sJ!L8YfyJXB1 z9AW&TpuQ!+a>96j5bt2Md8-?3Ry*4FMi=$yr8@)~(cuiF5FR3Z67KG>yYmq?*G=I(PvcYntKPDE!RV(CDpd zwD~(as#oeXI;!Tq8?Ell(PPmvRyS1NI$++JaZ_8HvD_Bs_-StRRxuh~@s8Fl)H$XB zfe!CG;TKfQ7&oR7za!vT_jvpgj|Hgk=1NOjbCb8S(dG(wba7AJLY<9RrLzS~nqieB z^`p3&R%gl-nqUVj?T&50`ifJVya7g|)mY#6%V=>=-9nvM-WrQ@;*CN4UV=Lnzfh}p z|1s4emIa;K+>9TRnZ=v{Cg9v+ z`PDIAU^H4yFnw=yQP0%c$k2-5(~LV2zbxX76-p~{Pa2J` z_;pmbPUmDyi8ooDLrh_-=Afb_zVVvd6ud1s13v6!1w3#i9UdCut9bWwKg)6Pk z9$3FlX9IpJZopelnD7-JX0~D?NzBuUk3%Pn8{dlDHnp|2(MubRs>8d2jn=Kxsd8Ey zCS^w2#vF@St{Asz1LhS<ziAiaCp$$By$-Mx*NRu3)2e>vT?S#Yf!7mkDre5q63y4^x{UNzvJ-Mt<%|r zAEGBrh1<7HRzHqoom+gah?Nf28on)!`04;J(s(hW(cjV2x^+4s2I!GmPq6{7Opj^A zS6>Jdn6D18L48Xy8Xwnrp3&&fv3HPsPX8 z`6m{99j#unZA7TW)r)09Cr`nI(Xv<`*8;P&> zMmM9qF?f*!iw@!xPgWl-LY~y89-d<~T0N(IZ&Z!{6UqJlXZ$|`iYyu%xHDM8~i16gR={@p)G(hTZst z8C!Uhxe32nU=58a78PHT7gFreSFHXq^G(@$FHq6;FD8KqJYn( zCu8O*HDL#yl;KeTrh^)Xch%b(8}JaxY?a=hUcpwYi*)?jDrPxRt5jfW4)x~0TGjwh zk?_d@UeBM3wcMM>V?7dY!~es+R#)lxwN-o(Go}$s(BoZgHO~PaFpQYeh?P*rjTzm7 zU!?F3b;B6e>hI}mb(xM|TOHem;TgVc8-a&}_z`m|mK(ss4g64ohrq4l)%OmQ8@vr_ z`-)$m`u;2ClAh{19ly5PhVS+8sBHv(D8?hRsrcm9|72WplvtXzbL>uPosZ#|Pg26HLAw{w^_$UvY%vM&OV&I5%c~RvP-jbvs+~+WQSz? zW&WG_AoDzC`M)-EW~MWY>CrLKwWA5=Yv)bpapzCYg-+Qy+?nTW<&1X*IT`yu_Ph2|_MP^n_6hdU z_5yo5dn0?O?OXq~-nX8$?zOJ8PQl^+pa1;aI5%PqvR0kGWSzbC-S5Ep>m0n`KtI<^ zaAgk163iO#06#Z|;7S}e5zKHnn&4Un+~3bN5?q_Z27+sHIErAi0r&HBBMFY>a0J0I z91bTa4Y;qL8%EIQa6^LqINX3>+JO7`x%COAI2=l_!GH_=+qx!Bvbu2OLOnfC1C;v*}&@WyG3{`gZn@CN`R}qlh&!b|kT+!FKYGAeLb4 zaAIZ~JNkzaGuznFUrNkuV@Ll`VrGcg!Cykmj1W8ci;0ai+TGq?L~I0OhY%ai*ulii zer)G2Bxd$wJO3bJ=AE>ye;_gQmfO}pfS7r6ZR_t}_qW^l`_+}(#^1NDzHR({hz&CK zd24?Gv4M>3O>BLGZRO7=Hk7fwh?&<=%AZHfyoQqgTw>-`ne^unGq0hfKbx3&eiQyI zV&?fx_@K+L>`gugv8vmdU%9Wk>XuD>lY^BRi!+YmFap{Tz#G4mRV z`diigt>bT5SI+Tg)Ya$sTM#p^A={r$%)Ex|ew!;6H?N_7(+HWDkUy3F($t$R{WfBz z-E8T%5;NsyOTUGf8Ix!DQ;3<-cZNTim>H&L_?rdH;`C)L$A-JeLz)Q`>m3B*kM*xVma%#@GKeJzdVk)P&kXEcxeG+!&Dnd+wc z+8E7DH`Uj|XePR;zV<~k^|tw17tPGu=4)Ft{i4;^vS{i>tFK+rw2M|>tD?DoExtBI zbN^a=EsEy;wfNc-&Ff`~uQk!UUZ(ik63y#nimxTn{M*UCc0}`UC;M6v&A*-OYeO{8 z+h%^fAa3SsKQzzfX1>-#X++LVeQk$6V_FXTF{a(nyv8^2wHlh&_$IzKL-QKn#MfeI zMv{$v?S*C}+1S@wXtuGDudUE*Vpn2XV_*w?d^E<)UE@+<13BFcAb67Fn*CuF=D#rU-1kK|& z&etAj9=~zE*1))N-kN=FficFk1bPM=>uU!TjA;dQ4K~Kt1{h^b3!uZ8_CMQTP5q#M z@j;e})cF4z>!3*XqwEXW2eQ{>PtS(ggR;A3Te2gu)?YO9S>~0@!4%jx4YMd@&2lwBR&x?iU-8i;#6^**bk%qjm1#W&;7yur~8z9hkLPGaSwOrx-;Cd z?%HlV`epPV80+5{Jv-VNJvcfu+7cZRT{&twA34uE_c>QOCp*VD`#9S?iEo>nQSvKDN530n`uT-(k5QR^)e)J z;$=Zeop`;VBv1B6#x)nYPKKmU_M{q00%e;|*m zD`ZGwWsj<%q*k^WtRk1okmSlX!L||QW=tF@iPQUqGg-O zK5~f+NwsV<-78A6#jkZx(kxzfONOLo_GUGd z5Xp;}H>*)Q(@1Wf_v(@oN&4^o~dH zk_<`kcmxL}#pCrBWk{08>jfpv<9VncLlQlnhd@d7`0>rl5VB_t;>Q;>LX^eHZkaod zD2tPz#}Z|667(3N>`LvDxn)Gzl?r+^Q5NMoW$q}VEXsi%NtET54w*ZGC^II|!-=wt z19})y^TA4_UFMb&H6N`gdMMG6W;6m_Lew0HL_(QcOw=5TD7uKKIT%s&5Td5CM{+WE zFi}(56n&8b6GbJ^K)dmtVe((xvcMiZDn)-vz&C4P?N)-rEs zKyq8ly!Qb~Z7uWJ*J3|MW^0)bzW_;W+1Xs==g4c>i3239Wv3XBtd`B>W*#+5cvlFv}vzg3ynYS~4!)$;TWQv(X zGqWZjEEsb^Amr!GsKfU*Dl)Yhr- zse!3f@|)zF$;XnnB+pCclZ%skB&Q}DlB*@7iBA(RCH|baCUIKg_{9E+9TS@*)=&8H zALIXu|2=+Z{1VI}ctm_&e9L%qe4ThA_Eqfl*k5Be#mhB*aC##V{h-pAex z-u>Ry-l_Ple?M;rZ)0z$*H8Q){wbakci@-)ia1=%6*I(Gv9^f2U%LNrA8~JV&vrZU zJO50##U0_U>{`)}qR&U~i(VN$IeJWVpXhecNzozEtn(k|9p?$>HvGz8a+W%?o#{@K zv!>(OpWCn658Kz450Kf6yV_j~YXdR7%`al244(%jco7v_k z*`b|e%NnYkWP6kTS9WM8*{+6aCt>;ZN7Np|G4T|3DRHB>u^neigu%69D} zW_D9lJBgVH71d5+#@@&`vRylg8KxE0PQsp`fNCdUJ^os@YbRkn2Gvf&&gNILT{{Uo zo1ofBSmysywreM0nIBX;2|Jr#$ad`{>}-N+Ct+vvbJ?z)gq=-L?If&k|Ca6ANm$=N zwUe-``ZL*1PGWCmo;OgE5}RG?pkyW7_CJ;Fq$S+;LCH(F5q~1vNldsAgOZup%mhD{ z?W86)b3RaV6Px)V=sdc9O*x5tB-_bO_}BuJ^n{N?K9ue76Wjspyn<@X^!;rsh9*-om$_ZO60 zh3_vY$qGNm|CH@yEBqXTlCJP4DDTR4@)iEH1(bw^KUV=IW8tm6Bil(?cx#~KEWB@T z%XX3$-ZxOP7Tz~d(iZ-V;4Rrs-ol>|fRecIX9S>RF7^!bZh2F-le*ZZ@J8P7+u<(p zK^)3LDhZy?G7E$AqsrUplzm+d2onjWm^2%@G4D>|Gg zO99Wx_F+WXnFrmF=v1?B&&u`?E_u=odeGpM|Xcz$2_?cPjFWcXn_4t4O z|M$oLS9zy+$9nsE+j|>%>v=1Q@5Q^~NpZWlNR-84Vvg8Cj1g;znEQqMn)?^`2KOwy z=fBY1)t%xFcM)WxA4Z>x-W$CldQx;*bU}36=)~yYXvX=@dE5CL-txb|DLRKbvz*PH z(asuWnpf|(Dmv(KW^M4uscWO78X`Cgi zMRqn*tTeAcYl`gDZem`oifT78uS-R>o0uMBO_rV7O-zqbRJ+M;=00pDJGGmzJpBY!wVRmNrJ~wR%=<`D?IvdKv^J8R z+D**dsi<}nGj}Sg-NdvTYm)5LZep5{qS{SN=TTI}VMA@m`#54d!wVRj*ps02e zbC7LKke%91%t5xI+D%NSw8qO$?IxyEDyrS2!92&~WT$qMQ8iS%3A_55Wv6x%cAbH0 zH(}Q#C~g}JaLtD~)>zr8-NbyDqo{Th^I?vn+D+JT7$ZBio3P^ms@=qVIAS%)PVFWW z%)WtYH!-uMHClFRH!-uMqS{T&EUBn=6V|sz*{R)x^#WA83F|Sab`$e4h}9rFwVP~h z?k}iz6Z7GSDy!Xuo%vC+Q@aT}^Pt*I*wGm&JGGmzqXVklgq0m3JGGmzvY^^cSkxFU zJG7h3Gs<-GucRRJ#d_B^$~P?ItXifND2k^==?Lw41PcLA9H( zJp(HgnBg&5Nsq zZesShpX``KbmJO2ktn-cR+1ePh_br{bUaaZrDkQvIHK%I1=aq`u60oDzw92$$PVql z>}~$zxQ0>3wNXbge4(-3@s7g`ozvlQ!QSHC%NTy_m_Fr}+LAC#~qmz^!+JD*6 z0oDF%K6SAYvP1iC!aVAr+JD*6iOUY{zwG#eYX4=&7gYN%>qSgdf~|q z?Z2!SpxS@OoBJzdhxXrbHB|dA+h139X#ZvV3#$E>^%zw9FKaC-JGB3@)0Plp;PCW-bR_j*>bcatsVh<^rIw`@;NAa;sllmC^1I~Q$-gE4 zl)NBWOdgt?ot&O*O0JoVCB8_!miSBJhQwKkj>N*mu8Ap$;fVo>Nc_Y2bMbrQSHw?> zFN^OJ-!48WJ_O(U|0niN?1|WIu?u6R*wWbS*mQjDzh=zyKKEYr9`>&H&h*;7gYd2Y zWN(<)U;HdS5YLKx#O2~deCfZp*hWkcgGAc>)_u!;+`ZL3-z~UH+&$fCZX>?)ccY(0 zUyeQ)y*7G!G#5P}x>I!1=mt^g{MUKUdD^+lxzy=#j&%0ISN`Lib)BUBwf%e8_LQxR2#~wHB=i4D_f9V+E7?oP;DrzHBfCR zEZ*g1mo^j@??APon7?jW-F_Dgh5zJbb;~X-DCYZ1R+sG3f-=PH1gI92!8KG1$`&T= zlwDd-)-`E|?9zf_e)ML6YC&Og&@Q{QpfEWA)q=w008|SKt09zKT2NRGpjuE^4WPXU zN=|lZL1ASgo0{8VG;_e1%(}lBV?Br6m}dywV<%$0ICIrU1x{O zE-fhRDgo7k!mbifEhy6L+hMXx3yNPuwV?E?p;}PPG-WN7U0P7gG^MB(6f@B&ss)7| z^+RQs78G{WLA9W;;JHM0X+dGZ6I2Td3!b1_P}qI3SaxYaVfO{77L);Ij~B@K$hH63Cz@&%BE-ffbSV6U*FkuDNg2H-yus<1%>q(R0~R*xep6vmlhNj z5f74GT2NR-1l5AV?x6!^mlhOu4}oeyVXYk?yR@LN*7lcOX_7D28fc0rJL>z%t|U=* z)Ik$O*-;0L*VnMG?26Ub0P5A(04j*iFpt?jvdbmP64?U3D_WPx7RWA#in0^Gx9qZs zvJ($#5oISHG*Vx~eA#(ieGQ<;*4F@f3{iGt?Ik;x5oI?P=+Q)3?w=<+k0Q!E0rW_s z%m_e_Aj%T&T-kXzQFh|z$j-xvvJ(%wlqd_6vt{R@L|LE(T|$%vTF}Kr*$JBEcP^?s zL9=A%Ayjmbd4~6tod**gSVI@qSG$Mbc~D)od&tfMspu55g57230Yur=u$%1MpD4Q; zK=&ict_IM3iL!G!Q+Dn{l$}e^1w_;4KI|$x_a>UEq4SBd+jSS&xffA()^?Vi^N6yu z2HK1J?j$>VabHmFzPp+Gu%qnM?mM%FYWHQSX$RS<-IpaHQ0=}fVS#G*&6@RYFFUpS zu2e&{`(|pWc3-x?+sRJtzHEO%wfl}RYuHwHYWE#kL*c&oePwtJ)$+@N&Ni}B%P+g8 zxAr?Bzcu!}wd~aH%N`JJB|EkIvIm5q+I?Bqwv?UPeOcE)wfnO8KSOqE_hs=PRJ$*` z__mOp+I`u@2ddqdb$Gh$)b7hVJl*ev`_^gZj)U&C3QkP@izoYT(|2C-!sX?i9^4sKF z$;UD4-}%Wxa!GQ}6=daZr>8|41(T}4qMDLGY6+I<-Y;@n~_R)=^>qS>`zIWbro^)<^F2XE-hdFbc zEu1mVT29RV!hX&Ei+zKAmfc}5w0E_q*u(7scEtM7dJc2^U16PMEyJ3Kzx*fjT1*z0 z*VP*`uf>GP{p&KX#e~T{s1_3@_n=x#b~o$&hs7CGV@LP zip*;>Vf1C0*Jd)uEc=qoYctu?q%X?6HWRjIFUW3fCX7BWyS16@W!CVV?AB&7&!o@F zZfz#4hG%5AHj}w#*{5Zr+N zvRj)8+q1`Iw>A@&)gP1H+DwL-HGpa}VObp%W`Z-soas^7t<{8O-@nRkttKq{f@(Ek zq4^Qn4K+c%EHr~^H({;)MRsd9VXZwZyS1CJ);;!wVN;l0M%~7 zhS>MXZtW&)hz+XUgblGlwVSXccdzW$Zo-n>J$^Ubq$bJTBfGVlFaf?>c55|Z0t~9v zgef$rRugvO?~>hGP1uRQQ+8`LVJ99`s|kB9cZclOYBIz;@t{x>Tzu@g9H@2^){EO^ zw{{b@zo6PpSl>Xkn0d*&oUrEvH_2`-C##!f zLA9K$RztO%uqQb;%5E(u>`4x&mJ`>k0aVKgJL)&cZY?M5sDqB9W5&i`*URo^q65u( zLB|qheY;L}k0HwX2HHfF^$m11Q8t*kR(3ZMWy1#02BK_;0Xm8(yZWw?-6M&zs}FPp zQFb=3mfgdNva<;~j3_&spc@ipVf`xEy#Y}c)gNZT;1|39{NigU@qO7&cW%s&7*`9%}LzL|U=-NbCk1vzmYY}BV23?aVJDZov z?lp+AvkAI7QFb;#S0l>q`AcN?szlk{4Y~?Z770LCCd&GDvFsi|lpP1q{zO@iK?9;} zA1;#Jk|=8p)F;aJ4749nmLM;b-767g2@*6*lnwMRklh)gEC-w~yVFEj4ggINWmn00 zvRmsfyGlT{{<5nCRO>I>-*aWR)?c>2pjv;~IX*{rYyD+s6IAOjJM*Agf7xjGY}u{# zcaj-lK(+p|{C1Y?*80ox8>rS_mfy~jU0Q!xnmzwA;6)%MFSl9OeZwqJIUfNJ|?t(_#hwEePrLACv|eE`+=%Y5`i z*`@85`6#HiUv>+fAiK2vvRkM}c4_-%w-BhdUzW(0%PwudERlg~`(=p?RNF5*Iu+Ta z?Ux;$%Kzc`|NlMT|Nq~4|G#hF|F8J?zo6yhDC1tVm&k&alOs*KSQfOL9BtA?vY_RJ z)c~sHgw=3}END47!mQz7SL73tCQ0#Zpwui5YI~ePlt)i5YI~ zef$FCgoj&IRJ#f5+5%b7Zo)bNs@;Tj7*xB789MB}WkI`%89EfzZeoTGdoNkgZeoTG zMYWrlp+iyaCZ;dj^JGE0iRsIVYBzDs!#h_Nw40cIZ-Z(#G5uaq?Iz}M+MX>7+D*)X zv!dEf%t5xI+D**iw4&Ng*a@2D7vLr}Cuo)|XfkX^G!Nc=Czx! zzO~7`b`!Q|tun9OgwYn6*KV@6S??5?*KWe-WSQ4)vZq;gGnvsjEs3)0VNIEzL6r4k4VmA9DBFkCWqx{ny{pOm=Jj+{nV&}V zAafs9k@=}a7n*csnQyBvJ3!`J>uG{<_RH#x%DlGUea!uJWM11ZyZUUI*Y?YL zVadFGOz8|q}IuZ_U_RHv3G7tMj zMrXbFQs%Y(vUn}SF@5#K@Uv?z_ zCG%Q;*|qaenb-Qeky-D%GOzWQJ$wR%{^AU=8s3q4?Z1q^E%Vxc8GTFUwf~y;y!ECU z|6gj&ssH_dLUvF#mH9gJdgc+#{(ojB%p8!}F|%=Iy-YU!UHYx`W9ggI=cGIF_Wv%J z{cnS`pZX#7E@uA!Q|kOwKD8*dd#Wup3Tys3$xo6mCht#PnLG*e{?AWtm26I~jd%Y) zPrTC0Z~toUzo+7N#4nDQ<4fbS;?v>{@m1q??4#Iov3p{dVb=d6Vsm3#;LZOvVy^co ze)+%OyV5(!JKCG?ZRIt4YkM*Axp+l9D6YYr|Hop5zisi}|3Hy)zj5DmA9HVU&vU!+ zyZ_AJ`0jsDH06AQ)%_lIZg$Rfx|~CtnNEu{-05%sWWQ(s-M+)V2s8d4YVV1+{zuuX z*cN{Ee->Z;UurG44#%Nn{{=;uf<4HNEH_TF{Z>$fDkxks@tZ*ruAp$m#BT&e$b!P< z8Vp;gtK{{d2whOPV3z(zP=qfiT&%$m28Fv!{8~_iF(}+^;#Y$rltJNq4Tdw+Rq{$u zgf!Gu@^VmwHPlrC3~i{ZIxrv_(im(TTLxyEh>%(y-eKsgUA5`Jv8J0!u56evYOi+YBsKTe1_-R?x z0&)dIn)_gJ4xW85Cgd!_}d9fCc*dQ29zL$Deil|}6ktOii+5Uhs3%A$4%_N40(S=0`} zo{E8LhhR1QMHaO~EH!)luq5X<*od!snTl+#VF66AGVO zgW(f(rEd$05Q@6ez%UAh&oL|cQ&5CbD13GehEvp)zBMR9D(XrD!zvU$%dF&bjs9*O(JaGb_Dvq|7%HD)Q}3RyUY)Q{yC z&}BqfV81*l9IdNhiR5xwII6zzWkKP{UJ73(3rA347HTh*g~N%munc-wJ-tL0me$t* zdMHsAmM@ltB}7?R23<^)1>lQhVG&UlfG-LPhv;swka}TII9OvApe_gs3wy!m2Ze() zWz2MV>!rmIU zo0rmQvM`^H6id#h%EDgt^b}c`S5Hrtg}L?gBw3h4l%>lPWnp$bJwX;`5oPJ5Cn)Tx zcbEm0+nw|1uP^emUk9kB3 zL7{5ZOyq&9R?RBO2ZgFtvr4*yLe;8SCBRjyW|edWg{oDv?sNu)s#UY@09UP=Rnid@ zs#eV+YI{(qS~ZJfz*VbemueUks#eY7Z!RcQt(wJO;Hp)#N{$Z-RjX!|92XR-R?R8_ zhE=O{!YVm7C{(qY1=?eR0<>C{W_}MmMPqh%EDH+oYE_zr<)ecF#9Cn%mXDSNm^Fsp z>|Q!5C_t=LVHT{9lm%_pELelWtZS<{LKYy_pe%$RE(_YLk1;PlQ0>)hCk~SZ?bVDf zl?Cn9j2E&TgJ<%&wMoG9PE2&)l22Jaa#0XlH>A!=wWkhD?VQ>) zwLaGU`#$+@^2y}w$%~TZp`EPq4dCz(Gc$axS-Vxqh zZws%^JGF|8wmw z`w)Ak-C~ch2VmC!_pPU`JFSbYvbEHjWe)#?QZ><=7qPQtP^u<+(=D7CK?#XoT~elr zD2z<6Fso#Xpj1uu<|Xe;4@yY&smToFb$n~J6_&A%$5>h>=c{eGFOb=?N zM`vSMLZYv&VIx^Wp0BL|6luP;hDox7EDvg`lQU74bdopKNl~5T&9v)GkR_euO`&qe z%aTs=rcgQKgA$UwIveJQ))^O+kmVINN3;qf%`0r`m(v`Ss(IcV(K^ktgglR)u)P}_ zl&Wdo93DDjf>Jfjn}bPbj4UC|*VfS#l&V>t)iF9KRkJ*+W3((G%h%S?7?i3>-W*Cg z4MC}zb! zqfuwLEFs0$)-fz7RWm%RW5b|S&G4)a;A)09$EeN*L8+SI%`vLN)eLWrQJwXJQZ>Vy zV^oE!8J?9M8kDLTo|Oi!W_a^?gR@>xs%Cgr$&jE_&G4)e;A)091<@HCl&Trtluu_+ zP(p@Rm#`_H3RhD+D?KnMA;s5~21brom^Ha>P(qTg!|MbkWO;>6w{zAGN=Wkxn{KBt z^1Q;P+c|3mB_w)7|m@gHls3l>m?KrIOWxQlrMK zJF5nz28~&FfJgOG$tpoZH>@C~c^*DW3{& z&`TvjP+Gs2N@P$P+Dj$C>-AEJAC!h@%(8sHpfp%xmgRv5^-{@7L201IEX!wu(z+V6 zEDyYn#w^Qcg3{U=Uv7qzbWmDLW0vL9va}|J6PBV=va|+KmgSQ{X?0x%%koKCTCKi{ zgeO17W_kNZS#qdFGt1jQ1SMM+ zHZ!#SeNeJAHZ!#Sy(~rQ>-bMltQs|||(^nXmqWxu1giotLZKi1Zi=YUhR@h9@ z_7}1UqpsbN&x0a_x~`6Y2gRyUvpRrb)T*?Z=IzgdB9vNTGtDbpb!s!`+MfnRIJGKm z=3Ip#)e5uHp9Do%bzNy-Xtly-nzug=ity^XNpA1FepN;6*d#M z{XtNKTPtj)d4(a@b*0}Aim>at(!kJbg;|sD1x5IE9sXBPgkURd=0*FTL9uGsW?odd zYS?C)x8DtlRl_#Zy!}p4tQxkN<`srvt0q|`ZwJMyVzWx#Qse(i@TvOm82?|DJ~_QC zy?1)+^tkjo>3Hgk)T^n7QrD(VOC6uuFSUJYqtp3 ztot`ctSN;1nfsFafP1xjihGQ^kGq{a(H-QbqF+Z}kN!1!Q}i4f|L+!Ui4KqU$N2v} z=kLxP`0BreS^xKRraGgXRUFIy(0hFXP@+f`|XZwM+#?sb&_BfBeX21Mujpn~+Suo*rT zMt-j=eO*wgCU{mFxSHV280TCYRFL3RC1zAr7#Y3}UlUZ2;uU6<03*jMY(_-q>Y#!o zudo?E6-Jg<*bIHnRY3)5USTs(DvUf|SNh7Jf<#|e8W@?r4qp*ekm~Cy0YY2+BzGYCqULbA~J<)7RE< zdQh$=dRE72LAjdfSslRDM1Q3rBF?Enxti$NEptjxt|oeRZva;lJ-Z1`4$9R;&u$su zYNBWN#z{fBn&{cR0bEV=?2Mfll&guJRdPa5t|od`32-&hv-8^%lzU0^&hnt#OQKh} zn&{arQwhq|M9*$8;A*00O_qalHPJI%3d+?)Z)$;449e9+Z)$B-bP~<=YY4?m<^YY3(8w*%!bRy z2IVa^X2a!UWqAhOmTb6uj4W?K^ceF#TPDlXi5^=+H?ObZ=%74JH^)Y`M+N1n8naRD zQL@}tU&oQM+)9*-X;9pgcwwX6a#JP;SzgrH6&GJi5M)gMxBnFLfLklpA`f<3L#+RbR&e zL3yMu%o4%=L3xD6ED`K4%fsvI*e@s#>!pr;gYt&G)UmHDZ%|*yK0$eXU6|#P1wnbJ z#w?dCkmdF2>)1Oe59y_j`9XPbFLeOJu2sHd`Dm}8JWyknkAUIVsx(U_^MZ0!uvsbr zt_n6QJvS&<1)G%yt_n8GUUPzSRj^qlvx9O~uvsO*Rl#OCV^&bE3O36}dj{pIV6%J# zTor6qdXJ!76>L@-xGLDJ$=!o;Rj?V}Ehtw7n}z$CLAff}EZhTE1)C+FU4wE}uvy~S zB`8+~n|=*m24H1 zq1XzuO14tt{|oHa`uG1Q()<74WZuj?mboQ!UZy*i7R^6Q?DPOYEE2E-^7NB(YNb2mJo8-~X?~kBHBUZ&{uD@0-}0vBzS! z#xB6z|A)oq;0u7Uv9)7y?Atbrz!%b^nXAS-gMLD!Vap%RK- z!zolk(W^OyO4OEJLoSC()RqM$mEf&`l1W&R>y3I>m&-{ctjKkol1K2etI6fi2-TWd z7L+uCm(9xMWD&e9C?rDFVD3XkE+>iLWkJay_|ZWPPzY6nc_cweA^0%^C4=Cttt6L2 zAZmL7N&>;_#XgWf@O=P27HGo1MYHI)`dEhmyBA1gp@ESl# z9r!-1;xC6eSc9w)#>rgSUk+~o9L^!E0dORTaE6*cm;Q1XLrqCQ_(DycfUpI?O^iBy ze>q$MaAOW(3V`N*_Vbs+6Kd)Nge3r)`w0j~sQL5${&E;X&7T9p4{H7#5Ox4)?q}dH zhZ_Kz`w0j$05tbA=`V*D0Gh`W5LN(a?k6Ce0MKkG;V*{~0GbT}!Uq7&h6eb{VFQ3> zLx6ArK(ir0m;j*J5V{Eu05lr{garWF#_0(9Er$cd2U#ZbmqP$*szf_T|20((kjp9g zTkPo*8ba5Ma}VQR#uME)Eus6{mPMbdyw%fM-ViJd1=3LI6-ri2Y6WBpQmJH zX?+KhvT|sB2aUtxn?4>aqbpg-Qm<@qm4=QstWe**FS#*Ir7$6jXNUr8Mx)8nY%}3@SVI zf?o(KJ8E1pPPp@YP}xD_at+>IV>V2AE~sp$F&i*F8&tN{c)3{#@HV|v@=Q?Kx|d3x z4k}yqQVH;uy;Sn|pfW>a)}5z<$`%^4?f_5krIIIu%H|rgQP&eeWtzrp)CD|MV>asg zTTp4!m<^a74=Sx1vjGz@WVdd3^;l4W?$!;jfFZmJvnC%6Do|d9*<;GT1{FxJ!t606 zFlld1C65FZ@?QSVyYrWzLgHKV0x&R{uN`5}Iv)-yq`oyT06!E|$bD;G0DeeTAiwwt z!VLV*gR%no1wGEZc>WwzNPcTx0RFSAzC zcghL`7?eG61%&{EvL~*0$O;6wwuakf1p-`K11JQzwuake1p*9uxOpW0Br6bL&?6Yd z_}?lzLn7JlvtMRE&i*s|diKTa-?NWq|BSBzZpmJoy)1iv_KfU_*VW^>mOXOvCcw3jY`#dpHfk(T(xcw>D1_}cLS@pL>I`yuv4>;pV2 zc`^26?BUqmSS{fyyftwK=1u5|9TPh=c0g=iY-Vg*d_l1Zo}dhm4T`N6>lcf8KYQO` z9ffzXlHxPoqnK0SHt#y`Qtuq^WIR{N;p>Wny#?N$-j3c3Z;Cg;Yw(78YkB>>6yCP@ z9`h}{FWwL@h$qBD;x2I$zPz|VoGzA&PO(fZ5&Mg|VppubI8|(nH!+4`E{0XbO2Tu0 za=&&zcHhBQ8Be=^b?=T=ReV&h(_YJRTS-U+9-(j7;WT5yGI+{qFvBNmuPosqf@j;X`@55JG9X*+HKkh zMY}~CInf@WjpIdl9BmvY!eeRUSP>pW8^?%n8Eq^R;nB2lv@C9i zv@u_Vd(p;TBAiDX^F%n8Hs*?O4sFa4;cVKNEy7u}F-wGd(#D=5+=Dju5aI5$vAYO& zqmA7}IFmMJif~uj*j0qP(8ewz+?h6Z7U52`v6BdQq>UX#xC3qMAj0iwV|x*9M;qIT za9i5gR)pKo#x^3{nl`o;;a0S4Aj0vqF zpElMP;ZWKbD#G<>V?7ZLp^YIT984R7ML38y28nPWZ44CQy0o#b2-l&Fbws!}ZLBTA zwP<545w1xaYl?6U+E_z`tJB8nB3z9&Rukc>w6UrPSD}qnM7T0-tSrI-v@t-0{b{4W z2m{&(L?~%PiqNMGUxfW=qn`*@qK%bAn5B)Z2s5;i5n-A((jrXJMoNT9+DM8}$Df1< zb^M8oP{*H`2zC7NM5yDB5TTAgt_XGfiHcCiA4h~b{@5ba@y8OOjz1BRqxci~S>!1G zM1B%Eia(M6iX6qC$d4jN@h9?w$Wi=>d@phoeTn zBJYSC#h=LAB1iEj@|MU^{E56Nauk0eZ-^YlpUCSXNAV}}50Rtz6M0SKDE>rV6*-DO zkyk{H;!osdk)!w%c}e6b{zP6BIf_4#7etQYPvm)#qxchfPUI;5M4lBnia(KOM2_N5 zJSB1ze?14ia(J@MULW6 z{6*v_{zM)YIf_4#heVFzPvk+7qxci~v&d2Wi98^36n`T3iyXzD z$bBM5@h5Vx$Wi=>+#_-nerl5IKrJk?Tc{;!or{k)!w% zxmM&T{zR@3If_4#t3{6DPvk0*qxciKQsgN9M6M7yia(LdMULW6q)5IKrJk@H24;!or}k)!w%IalN;{zT3ZIf_4# zvqg^LPvk6-qxcg!Q{*WAM9vU7ia(LlMULW6rF5IKrJksgtw_!C(!auk0e6_KO(6Df-v#h*w?bc-CtpGcR;QT&N?iX6qCNQcN#{E4)S9L1kVC~_2kA~}(x_!BwaRpG}v z&Q-z3I@VR8$2!JUfyY|rs<2}n?W&+-9p$Q!V;$+LfMXrus&Hc+?y6v89pmXMJ7VAJ)g%#@nR|OSo ze^-SRYd=>76l-5sg%fKZR|OMmfvZA^wYRGRi8bF=c*85&2?1(vF5lc zd|0zx6+En2t_mI2o~{ZU)*h}38`kcw3L4gKt_m5}OjiXAYgbo=3u_lw1q*9uSA_~| zCszduYe!dw32O&e1qo|=SA_^`J68n=Yg<=^2WuNw1qW+uSA_;^D^~>uYfD#!1#5<@ zf`YY$t3rY`-Bkg>+T2y)z?$Z&U|>ykRVc99TonkcR#$}qtHo78z?$N!5MWJqRRFLy zbJgu{ZR)C<-`d1gx4yNpt8RR2BUjz_)+ATm^wvaI-SXB1SKaW|cvs!-);L$)>{hd@ zZgp#{t8R2_jH_;QtI1V2xi#8Vx46~lsvF#DaMkT?jdIn^ZH;u*t!<5P)s1Zpchzle z4Rh5^ZEfhPTiV*dRX4P?zN>C$YpAPkW@|lH-OAPwSKY|gU{~G7)*x5i#MVGp-NM$o zuDXG(bzF7(T5G%N=C#&x)var->8cyoTEkVht+l$VZdz+KSKYGKs;;_WtyNrgyIL!| z>SnbD;Fo6n)8AD$suj5EHnpUyZc@v4)h%lEbJY!Mt>miP)53UK{gZLkt!bt4!aDv* zx$3sGFuqj(BwTe%T5(t1kQOGzQ~%&Ac=eCKy7u@7|EvCqy6QHx@awhu2QRMUpST+T zFR{OlWWUXRiqZdT*=MtlWgp1ip1mF;|8ujaWJ}pFdt~+yjQVF~cgk*=ZOKl=+yLum z*Uk>ernAw^51B78+J7_iV&=)r!(tD|>8a(Z&eXEhlGOgGxv5>T z_Tbdi#&`o^SZW|n4BD+9F<%zxn?p*CX;sJKZ$?idxh5%&nNzdIScPh+?co`aX#K$s3bZP zM<*61_Djr3?2_0z(U#aK(UjOQv2J3OL^dI?lHphJkK%8~UylDh{z&}Z_^t74Ftg!V z@e||u_;K;W;s?d&V~&IE&0c_TycshK`f6HhhQefSz;%#rDzcoMWa|Bb1DoFX%TgQaKCUrz}$*2x=*?f zyLY=cyH~jvx@WjOSYPoN_fYo$cOGV2+}54uZsLx0hvTb@)!cr#SbvUw6a6ImZuHgY zGtoz*_eXDwUKhO--(j2_Ek<+EBccaK7ex1r?iihcITd?!hhgT1Rh^X_53@IZ zT^-PiPL*G5`@f=7Wf~&_sGwp%%sFQKC_-`m7Q!e-asDR4 zC`xhu2Er&#asE2OC{l6$8p0@6asDd8C|Ys;3c@H}asD#GC}MH`62d5EasDF0C~9%O z2w@brIDY|Q6uCHm9$^%_IDZad6umfq7GV^>IDZCV6u~%u8etT}IDZOZ6va4y5@8g_ zIDZ0R6v;S$9AOm8IDZUb6wNq)6k!z4IDZ6T6wx?;7-1CCIDZIX6xBF?5aCvI@BqRn zvT=St!YHkFp7Je--IxVe4Nim7{xx$ zZ$ubHKhAGJ7{x!%uSXa~K+fkOjA9_?a}h>Skn`&hMsbkyYY|3~kn?L0MzN6dIS8X@ z$obU>qj<>qY=lunE zQ4HlghcJqwoM#b6ag_56!YGn*o<P6Y>7bmXA1<%Kbs>^ z{@DzH^3PBN%0EL8DE|ybp!~Bb0_C4U2$X*YB2fMrfI#`DKLX{Seh8F*S`jG!v>;Ia z*#v>|&&CLpfBGU&{@DnD@{fl=`KJ#8<(~}^DF1ALK>25V1j;|_AyEEV7lHE6ItY}1 z)<&=vU7xiODF5_Ep#0Mdf%4Cq2$X-;K%o4yIs)aN)etEEtcpPSXB7m>KPw|p{#glu z^3RG0lz&!0p!~Bu0_C6O5GemFi$M8j83f8dOCwPJSqg#jPfrBOKRpmA|8z&7{L>AA z@=sR;%0FEYDF1Xup#0Mbf%1=wK=}s<{?lAND(Z@(=qBKKX|&flvNnzrrW~uwUSlf7s9P$v^BT_~ak< zBYg4?`vE@rhkXy9{KLM3PyS)w!YBW*Z{U-E*w^sMKkO^`?8Q(ANC=9@(=p}{+Q_d!`_Ea{$cOIC;zZ_;gf&Z zJMhUrY%zTD4|^Lv`G>s)pZvq#giroqZ@?%2u-D;}f7omA$v^B>_~ak<3ViYpdl^3Y zhrI-!{KH;^PyS(x;FEvY3-HN5?0NX)ANCx4@(+6!KKX||1E2iEo`z5UVNby)|F9?F zlYiI~@X0^yaropP_85Hf4|^0o`G-9MpZvofhEM)s55eD>uFr$;$v^A?_~ajUKYa2J zyAMA3husUG{KM{nPyS(d!zcf+yWo?5*q!jnKkN?poWsB`G;KvpZvq7!zcf+ zE8&xW*cI@}KkRb&_u{!!CwT{$UrvC;zYu;gf&Z1@Or~?0op- zA9fym@(-H^pZvqlg-`xr=fEfbu(RQle^?1V`G*zZlYdwNKKX~`;gf$@?%(|X-~9jo zUjCn^P~;qoG=(B(BGMF!oC!!%C~}TLnnICtG}07`oTHGYP~;qmG=(B(Jkk`3oN-7~ zC~}TKnnICtIMNh~oWqc&P~;qnG=(B(EYcK;oH0mKC~^)#nnICtFwzu?oP&_2P~;ql zG=(B(G}07`oKZ+qC~^)!nnIDYKhhM6oc)ldP~?n6nnIDYFVYl>oDoP4>PIm3{qP~_~2G=(B(7o;f^ zIXfdwp~%?@X$nQoj!07|a&|zPLXopQ(iDoE?U1HWkQNzI`|8z)9K((q)wxQKae_=4t_^! z3LX50)G2hZ1gVqh;8&z3)4?xDokRyeBXuGj{DjmAbnqim$J4GlT@vo60|HQvSiu@D*5-IXe{0pSWKk?6zBLBocLyG(p{}d_mPy7?4 z$UpIqks|-ZKSGN96aNq?@=yE&q{u(<_mLw1#NR`T{1bl{De_PJ9i+%V@x@4yf8uW= zMgEDug%tTG{w7l7pZFU{k$>W^BSrp+zlId~C;lo@ks|-Z z??a0G6TcTJ@=yF8q{u(XXB1Qg*UxO6+Cq4%$@=yF~q{u(<*+`Lp;{)taViu@D55-IXe{0gMVKk>_vBLBoMLyG(pzZ5C*Py7<3$UpImks|-ZFG7m^ z6Tc8C@=yE%q{u(<^N}L|#Lq*D{1cys6!|B9E>h&5_&G?Cf8u8&MgEDGkRt!Yi%5}w z;svD0Kk+H4%IMgECTMT-0rKMP6apEHqE{y76l<)71$RQ@>)N#&nYkyQSff~4}#DM%{+oQ$OM z&txQ(e@;SD`R7C=m48k^Qu*h2B$a=TLsI!?5|YY4$0DixGZ9JUp9x4R{~Uv)^3Tyo zD*qgXr1H;^NGkt~M^gD`9FodEMGMsh9s{;Y+h@=tFhm4A96sr<7hlFC18AgTPbI+Dsit0AfUvnrCx zKdT_A{IfEW%0DY1sr<7dlFC0TAgTPbJd(;k%OR=!vn-OzKg%Gg{IfKY%0EjXsr=Iu zN#&m&NGktyM^gEx84K#4PiG{Re>x$l{Np02`~xJFe-cP4|2Rl0|HP5x zbbUCI%0CQA<)0Wr@(=$TA^C^@^>6Q+?eR6l6W6E3Pp+ckfTtP zco#VeMTvKiqfnGsj2wlc#M{VGC`!DA9EGC9o5)cpO1yy_g`&jk$WbUtyoMZwqQtAn zQ7B5hf*ggS#LLK0C`!D99EGC9i^x$ZN-RQ-LQ&!c=C7wi%LQ&!g_8E>+>LT6p9iLAV;AnaX)etiW2uBN1-TjFLD%$689iSp(t@TaukXZcOgfi zC~+rp6p9jeAV;AnaXWGpiV_QvqfnH%4LJ%$i3P|}C`#Ol9EGC9Eyz(QO5BVbg`&hw z$WbUt%twwwQQ}7AC=?}bK#oFD;(FvL6eZ>%N1-S&7dZ+=iR+M~P?We9ISNIIYmlQ* zl$e7Yg`&jO$WbUt%tnqvQDPQy6p9ivk)u$Qn1LLHqQq6mQ7B4GM~*^K;!5Nw6eX@e zjzUr5a^xr!B`!mbLQ&#Uw; zCFGC}g`&hX9pYK$eu?w3`3bH5D!O6%@ri01I zo_$R0-r$00k34kjUcEFBz+>_j@4i0lM9n1JjtbZ`u^ zN7KR4$R0%pM^M3YhwKq_a0If4)4}1$9!3X;A$uqt9Ez;+&sb!Y zf5srI{BsDh%0CAqtNe2ivdTXPBCGr}8d>F^QOGL)9DuCy&;H0N|LljX^3O>N$$SVKrimdX_ zF32kX?2N4P&rZlH|LlmY^3M*)D*tSctn$xx$SVJAi>&g`HpnXfY>lk)&sNAP|Fj{i z{3DQ6{@D^)<)1B(RsPu=S>>P2kX8N}imdX_5M-5q1|zHdvnjI5KZB4}{uzj@^3MQd zm4EsptNhasS>>NrWR-tfkX8QK1X<;ujgeLU>5HuL&ql~9|9HqM|MWpt`Da69m47xs zR{3XrWR-u`Lst1`U1XJi)>NKkX8O!9a-g{ z)sR*GSru93pH+}m{#hAW<)4+1RsLBKS>>M(|2RJ)L;i7oK!*I|e2)zI$N3H!@{jW^GUOlU z8)V2o&ezD0f1Iz7A^$jEB18UhzCecj<9v<``N#PT8S;GUOlU6=cXi&dbPZ?T$GHy~@{e;bGUOlU9%RTr z&fUn6f1JCJA^$jcB18Uh?m&k8+B?Dor|b15?9ALkNe$Un}-$dG@Wi;yAzI2R&A{&6lqhWz84j|}<8IS(1~ zk24J!@{e;aGUOlU9AwBp&e_P2f1DCB$irn2$q)_AzLy#P~>inB84J%D-~9f~4_B6kRi6pGxzC{ieLH${;`kvj-Q3PtWf6e$$B15l(;1qwy@9R&(Sa^H^vg(56LfkKhobG1OB zNIptbpiqRLQJ_$SpHQGsgdb6$P=p^)piqSGQJ_#Hw-G5E8~qjd7KMp)@C^zR=-_J< zj-i9EP&k?nzC__DI`{&GBkACC6vorRXDE!LgHKU7f(|}G;cz=;3E_crGpPq z7)u8qpfH9G-bdjOI(QF-gX!R16b_<;cThNx4i=*@nhxGZVH6#_g~9=J@FoiT)4>}k z>_-Q$qcD;VUPEDDI(QWY@{imzr9l3XFRUq$fAA6tm?C-4@6{atoFM`3Fyoo~D3E{TQ(Xn}51v4Q{Da3)AphVo6v#h#6b14R z9zlWpBX@Kukbm$H3gjO=hywXXJ|tEk|Hyak7RW!i4+Zj%eEUv;{DXT?AphWQ6v#hv zgO~#O2X~@C{*jyX7RW#HnX>}<2MbXk|KK(h$Uj(s0{I8GqCoz^EhvzG+@(*r8 zf&7E{D3E{TBWwlo4{kt#{DbRJApc+<3gjQmMS=W->rf#7$n9$iV6OdQ_IR<&d3}PhaGfe>Os1`NumslGvkvmgKWihe{IeGF%0Io4SN`dRyzfxPn1>c}hqtcJYu&#K5P|Ez+%^3Tf1EB~y7yzfV}e0^2jUyEQh@E z&$7rX|15*N^3T%9EB`Eoyz);^9eL%SZpbVDbVXkIrwj7RKb?_R{^^9g z@{cQZMS&H_EB_>rSN?I3SN@43ul&Q2SN>thEC0lhBmX4+MvnZG_zOAmPvTGH$Ulic zkR$&jen*b{llToe@=sz3a^#=HugH;q62Blv{z?3d9Qh~l6LRFA#E;04e-b|+NB&8C zj~w|Y@f~vHpTxJwk$)23AV>a5e2pCWC-D_>RNqmkR`6uxia^#=H zr^u0i5}zPP{z-g{9Qh~l5pv|8#D_BfkL9|q9{czC|9a2=n+@Rp{r}%9@b4A)_X_-b z1^&GP|6YNAufV@o;Qz!GK#5Xu_dS#-6?fl7iBfU*9h4{)cNe2Xskr+#N|cJbZ=pn~ zxceqbl#07=phT&-`#MULio36&M5(y@DoT`!yRV=`skr+xN|cJbFQG)KxceeXl#08H zP@+`aeE}s(#ogyoqEy^{4kb#(-DgpvRNQ?AB}&EJr%|F*+B}&EJyHTQ4+`S7WO2yqfQKD4by#pmm#ogOcqEy^nh!UmZ?rkVh zD()^oiBfU*R+K0ecW*(7QgQcYlqeN3`vLy1yx_fnK76?ZQ|iBfU* zVw5NqcP~PTQgQb}lqeNarb3|lLy1yxcN$8Rio55cM5(xY4oZ}YyJw?B zskmE0iBfU5h!UmZZUH4q#oatgl#07KlqeNd+&vvdO2ysN zP^47cJrzYt#oZ|=QY!AAf+D5j?#U=pD(+53ky3H@BorwXcTYr-QgQbL6e$&Vk4KSG zarZbBDHV4op-8E?dn}5Sin|k0q*UCUfFh;h?lCA*D()VQBBkQ)Q7BR>?jDIErQ+^* z6e$&V$Dv56xO)VOl#08Dqe!W^dl-t8io1uRIF>HmSQN+5!59>ke-1%W`R8C1m46OG zQTgXU6qSEQqp18d3Pt6g15i}{*&jvapZ!o&{uzm)^3T3e{y!piUrg@%ceUK-Z`Yn{ z%KiKvk^A=@CHL!FTJF!cQ0~V!TJFCWm;3EqEBDviz1v!HAHB!rzIhYmK6%T@eev#; z``{fc_q~JM=Wd?d*KV)Q>&pG>o|603O_KZ5ttj`SyGQOnH&*U9*BNih68xFi6Kl)e z-ycg{EO&?7BGJ=%&$-13oqe4R-IYzTbk(Betlb7d$mRj4{d4rXKk+OE5)^Ej=AlI z(?>L=nWnF3bDz1w|8U(K%g?0$&;cz&2Mqpa?U<%77r~VGcDP}=Q=8FK&(!o~R`eN~ zzEoUr)gd4La@b$$yj%MA+q759kfAM`mS4fCr)&BWan5d=Ju~o{kxl8-G<|W!nY1=o z`&3O|R7v;i+e&BBe^B}Lo;pR-7h2J$X!-&x`eaR?FCKYf_2oXe`$hFv(wVfj4s9J& z{^?Aetm*T_eW!hO&bZ^|H>FR~^fYnt&Od(p+P2R(rBBrKx#GO?PkwOUmj2PFGq7c7 zzX2WJlc^_Y`W%re?EcPXhwe{nw=|%S*Yw#H*Q61BoTf`+Vf@C0pY>d#)*jNg-;n6n z&~H%1nM~4jQOwxq;Oh>3@YkmFv6?Pao=JnXCu%w`UR-XO#NBMBx`OnrYHbw2G^{8GoSp|yXn)&WEN53cwtkJfZXT=4R9 z*FAGZVAifnAEoJZoBOkOp5A?X2q<*%W2V6WDJ)t}{&nofx~mU;E~mHybHDLr1( zN%7*oTh1LcWvQn0I8BFQ(YVepoxhT&&Rdyn;Lv`p6<6>GO$XxgvFXFkyK(oX^x>NJ zMRJYZPdeze8=BIGX}Vo3yyU1o=6`=0(JkteZyDM$pyHQysHUe1c^2J+VXP@VR?}zI z`&L!0-Dm0;#F&gEXI6f_2h{s|_nCT#g3l1s_779j-o8kkM+5j^1)nY+e}Cn}ycZvm zu>9DiOk^0TIgNu9e44oG1rlsi_&^1pD$ZT=`wxrR+b-?|rY)WuzYZS%gEko6H-bcZc#N0#oUu|Be)~4{@3O-hR@NmB;_nniH zaK{&^b?AVB6`$Z<3Z5vY5B>d&v;V%ZDZHnGCzM^f#w+ik;A7en-_c)4=iIVs-_`+9 zNU8|aeWvcN;G@MQgWmsQwQc$~g?Cf%QDvtgZ{`}TJWRnyiaBQuIOdU8hS19D-hyt; z%I+5WOx;z%bt?rQSa#{;7pVc$fcuiHl5VqIU9Z@`<8U zE-Q5Yyz@PBZ~H?#5ANKx(>tAR?i6+!*~xSNa$j&~xs%jK}8anRq|3 zAdyZSkk~lEoR^$A&J<^u(<}Z%{1LgA`}p`~@$UQ`eiQfkaK1iU!k%K6vx#ggwruR9 z*h2J0l=SnMO`a3`(a<(|PV5Im+vGX1?+tB}=fu7~GPF&e6Z_K8HhE6$3q#xFIkC?TZIkE3J~OmUo)i1j&^CEa>=Q%V z#6B{#O`a3`(9kw{PV9q?5T!ZXCeMkzuVI@!C-$C(ZStJhyBfC1b7Jpk*e1`3E!MD2 zo)ddp!!~(N>@5x3;7>yoPP^oY-?3w#jp1&uZ8v&xt*w zVVgWB_Oym=@|@UH8n(%EVoz$=CeMjIp<$amC-%68ZStJhV;;GVmFGEw`nJe2*Pvc> zyIFR}IaV)R&UW0&R^5-q9@Pt%=R`8U7~EIZ{i+upqZck`J8mJX@~7A%dg1c?snNoR z=!MJKh6_Ke7cS4W8ZCUVUbviXxbQ=I;i|l>?xi?LFI>gSwQF;@*n@iEsvNHF!UyVw ztJwMrKcE+`%J=FnJX$YY#nxZ=e!Xy2Zb%ij>Tks;y>Jy^v+lzC>xHXWwQ%(h((F>Qe4HsUh7cS4!8!f!IUbviXxbSUy;qshb!mYC8Q}f~N zr57$|JM31K|Hl^Sh0F8*Mhow$7cOTTE_|zoZE6LvTl85}!u9{WJ@mphb%of?QU8B< z?9N!vMLlQrJgMi7Jy+@RWsiG%oZVwgj{!Z<{k87bbw929Zryuz`(D0l?}BdQx()5t zt?S~h^Sicp-KXn%U4HHIq|E*&bZP6dOy>_f-zMK{w}0o2I{nq@`A#$B+vd0Lw36)p z-|ZINgWZ1eS=3kLGj&t2E7nMSn|LsBUgB{1X7?`6Tk_3sXE}R0>%@PKKQ7KOduU$40sP+Ggcs{EC4o*^?L$;3kw?q}e z{<1qdWaA;xzd^F~FFOfD|19P&qPC_GlA$I#KNVX+VH?DR+Y5;P7R?pplqc6QwJL$&s%mAi2h#8ib{wxE^A85 zb^_7giP=#<(*ID=DqhL1UQ5R{86ww~{RE=F73Z(i=i-)odo-nGLxJdT#6w%SkMA=2 zX-Uh4Ri#_bD-7(oo9ZvumK_D6zZNsfds7W)*-{|-D(w%NXw;U}W$b?P zyk&2J=nusWOWs`T`Hv26O3UT~(I1H4%FbJ_J!ELV%4;IK3q-#!E}WBmaJ{oGFJHTc zmhAVsape(sgg z0MCHvcNu+_HMHz75WQI3bkFRiFMBsC*LVCHqE1}L6^y=Bvc*93+v3`*7etlhrnKxa z5dD_8sr}k%UEh62($Wyr2df!EXqQa}qTdvmmZ;!cXiCd21JQ4kUBSj{%QgeiueWj8 zU!Ju1NVB%QCh~e$4hOZ%J_FIORj*x_mW>9YU$vrTr-A5K+V~zjuJEnge}b;J`W07& zZLeLn8i;;bJWH3mr710Y4Me{ro=iV`?9kuOY)Z>!1JN&5p10~Yv<_|QS3V-rF1rmx zFS4R#yMgEztZ3P9Ao_W+@aWt&=TAlDr&Bo`)GiwiL_a4kjef&hWt!5m<3RMY;;O~t zuiyHiClx(7x*x9YYkKXnmw06|6 zk-tm%GpiU8Y45A)Co9%&L~o?&C#+~s(~pa5HjTPcJdHZw z=)7y_4K@8}y)&tyH_-GWZHe5xN!@O~z?@0ss(wS|2UIo|*1o=`9~S4V{H%M>#6?Z% z^)&sEc%h?>MUIvIqsX!HWd0eiYF}5=4~p5v-WTk3&*pON#`HRxen4DYHY6#{7M-^Y zI+dU0+M2$<;+iy~*V6QTR&;Mo-z#pF^L_h=X}TtQ?W(ej*WOFh_lWcU{Nc9ku6n8| zy{4w`u6HIiYp*DZaGPAaBXY~zyJ&F4%t?6d zD`|Rxm>baU~{Ld_s!`|_H;x$+7& zpqJD1O;+@>nx0=tQzW4aQgIKljHYk2qLFW-~2K4XH&YnrmqukRnCV+b(rdb*Y<9jzE(W4?)F`- z-ZhHz@@|HrR4v_A)7OZ%&ZZfQ@-wOVU3Ss*95LgN(^h?B&sCbzoi%-R*(_dEX`(Aw zvvwy<&lYo|*{pS<)C-zNM2 zCr|&MsRO9mL!BBx)BN8wJ#Fr&S(~A4?x>kCw9Oqg+tScBchqbPL)+X@v&{`{b4SfK zGqlYeH5+PZn>%VY#LzZ()NHV!ZSJVqriQk;qh^B)Z8H)d`^nJ%wNVk9yLC3utZj3* z&ITCT=5C$!H?+;&I_qa>o4a+^YG|9gb=G2No4a+kiJ@)o*4f5}wz*qpeGP5%s7mZF zL)$#668qE87gt)d?xQNPKMZ|QC0+MXmDulwws}+~_M4$?G6A-sp=~k&wt=B-G6A-} zp=~k&ww|GFG6A-(p=~k&wvM4~G6A->p=~k&ww9r7G6B}x&^DO>>t$%0On|LvXq!xc ztzl@JOn|L!Xq!xct!8MOOn|LwXq!xctzu}KOn|LyXq!xctz>AMOn|LuXq!xctzc-I zOn@zKXq!xcEoW$(On@zGXq!xcEn{e#On@zIXq!xcEoEq%On~(?v`r?!dKlU!6JXs9 zZIcPGZicqW1Xx!?+hhW)i=k~Y0oK{jHkknHWN4dAfXV%KqoN#-*<=E&W2n~VQCgNT zYuh|Z%N#@7JW9*rhPHW>mT^PdJW9)$p=}dZDWpN>t{nR$k`sXDVhU1V`)7d|r9WtrLu z0F(chXZ`;(UHl7JVtHAmjpYozzL>TB@v>(1lUlnzoi+4&V%}tWhPAwwQ#C8VGKOAPM8$I1d~HUj z4ZTivo)OjMs@F~#dTnvn&3`>|%&6bhd8@vmY)cI;dzh9b4ZW6_S^f}feL6IBZ}CuB z6|er&J1j8tvTd<1N61H`qi(dU%S9!wnr#`_NrqlV%xv3j)-?|dZ$_VJ=%vLi0=Gut==bJO;0p*SMkKe*tj=y^VHgPvsX63&|S)UHfGFBR!u9q zy6hN3cW%R+)jz)ErHv}ruIMtdqYd3jytH@mhhayq(2PFH&~96&^4^E)A;^J}^35mM zk%op?G&8aHdMiFiYezGBvOiHxk2iEeTp#_;oX?xl;|%SHzs?=H;bW)FQS=~sjo~4w4s+&emeE( zQHK6iyjJ#Hb^WO`c7UO6X4KgJhPIheWBVD}W=4&TG_=i(8r#>THaMYCFfXX>CHdU|9RxkUdHKfln^lD<(kdaG`85V8ABWbg5 zMy1)#H1w)MzHmWr*3^(b!_cdU>Cs%+;ML20Qhi@_x}jGVrQUrfx0W7hMxSQrmCF7~ zX*PK>(y`TRpK9n8#k1R8_2m8jGHPuVNvbxpVN(pff|#X7Hk;9>7YvlY!^e@%rdf_4Q(^a$aXTc%`79^(a<)tjBE!(+srbu z?G0@+%gDAfw9PCd+t$!Fvy5yTL)*+UvaMwkcw<>7V!gzSj`=sbN3Qd90Q2?QY)vt{ zqvzi6S1jkTR1L~zPLge9=zqJqrV{Z#+tvLKp8xmt6d~JHER43t+Hpl`H!^;-AzAgr zg|DXw*)HPT@2>s*lcRIWg(};vdVI-~-*K8}WIKzqqjJGt+V~Ad&(~9gY+G@4*+zjfu0_|o>aN=J^%No7M*Lp3_lZ33dQ+Re zo+4yhinTFEl~^FNzz6P8yZNZ8A9)2U?hHI%PZ6@V%1=k-^fk1e zB4omf)>DLROL0~CWTm|Sk)KZWrg*-dB4k^LlKdd$GZgBtY(VQNLbiFundptAYSz|M zglsc$N7>Y7^i+ww>!{jY#q;$PAsZ^@{WkCQPq*A!o(avm*QNCoAsf=xi5@ChuPLpk z2-#o}bWBz@URzHQvQ69KWz{p8zedxKRe87P>nTDuNL(uS?CO2N-gE^U(RzxI4HPe* ze&3E~K6S35O^vW(!z|C&Q-o}Qxc1`c-z80HJw?d+x3S~q_j>r!s}*hboT=C+$Mf|R zA?qhDE&DZeRL`ntJw?b`#r(24O#R7MZS>{&dWw*>)cc;)(0YoHZDK|1DMGff`0KLh z{B6={aqlRKW`N|o6Ur!NQ)sj75PZ2VkTC(TsDMDsb zOZI#{MaXPw$)2yL2$@YS+4J=jA+xC^d%m6`WHz;A&rj%hX;Vw~d`HtZwPeqaYue`S z)bqKfZSGDzpK01AfA##Brfu?9ul-C-+vKla`x% zv`zl%wNKHsP5$b&pQ34-{MBneS<^Q8tJgkR(>D35*M5?wZ8{WQ`-z&i=}>s>CurKH zL*ca_uW6eOh1Y(ZrfoVDUi&0X+jJ5In zul;CE+jJ5Inul)#3+jJvrfoVDUi%nDTXiVB_Cqvn)1mO%57x9zhr(+=NYgeQ3a|Y@ zP1|%Ry!O$Ww&_rK?V~hp)1mO%574wtheFN&pC7Y*`v1S_IsfP4SH+KyZx>&Yf5so; z=hyH5_gut};6r#<_BOkbO=Wwtbz{H8o-ohP*aSZN+ZE z>?K1VTe)_9`b9%ew4oOndP3WbPx?pyR6^6gZ>vo2s~#z2FBtlmwvz`uE&n~!jDFtG zM^~<`KAozP2Yb%Y2eloy{o&ESj9@va}z^pmC?b2ocN$wi7>hCx7 zs5Vc1&uHxi^nHdtpzN>fC`48Nb@v*2|F$tLw76WmA$^ab_iH=nOmp51>ATkhmwRM# zHZqzjX^7or7Tver30L=C?=P9$vk++I_U5Hp6Z=^geBSM&Ba( z8qwPI=!J%^*%L;-3_;d?DxOkfw;6h`im$)Sx$Dsj485lfeXF7O5TE4Fh_*#8zuwh9 zmRk(HyI3$4>%6^5wBtv|6|AOjHuP>~x@kz?WaweyhiIRY756J&yQ&Jx<{R3kX3B0f zv`x*F-C$^&nkl>9&^9$wHqX#DHB&a%&^9$wcAcSZYNqU3L)+9$*)@i?shP4lhPJ7h zva1bkQ!{0=4Q*31WwQ)zQ!`~V4Q*31Wit$IQ!`~(8QP|1%BCCIre?~nG_+04lwDzH zo0=)R+|V{PQ+Ao5ZEB|MQbXI+OxY!dwyBx2iw$j4Gi4VU`p8Oa%BNms^|q?&%$_my zcpLg@LsxE38SUO!XYHp9eT4WVdhyL_sy?VItkqHKNkbnlvRBe(wtYlGx{Mz+f>Whg@(4Nma_{CZBs30=NsClTF%Zhv`w{~ zO*6DjwVa)6Xq##|JIByA)pB;Wp>3+=tYm1LYB?(!+NN603Wol7^17o(pEB3Prds~L zGkJYf+xU(C@rkr%ln7TRBhRY-{}YY&|9hwVP2K(O!@IBFZArHmyUp%4x!X?NR_*## z*ZaDj({*gufnD7$uXmZ-<@7GQcj?{vht7|5zOeK7&YN}aE_eUGsgvJnc&GKQJGjU>Khs4Ux7tTFS$vMR7?y^9^kA9_(<*Op)Opv?rm1kQ6>XXd=ZFVNk2o@(m!C;h66yJ-sc^QK{Tb~{ z*pxO+g_4+8x#>zY09NxIG);wK<$2fN0L?c|g{pU6G@wmWLB8{%V;e)d!KqV)@_f@& z$dzpb*_bv>g{-*un8V5f_3qZdMbevA4m&G1*% zndqhhJ55|&KJMFq)=dR=s(3)YRAgUBS{TC zQqwk-e$U@m(>9fU&mW;_n@Ydu57)F!rQh@S(X>sa-}Cp@v`wYo^Y_xUO{L%S_tdma zrQh@S(6mjZ-}86Zv`wYo^LNv<&CROk57V?wvBC3q)wE5q!Si>~v`w+W^LN&?O|ilA zcha;?vBC3q)U-{p!Si>}v`w+W^S9TuO|ilAx6`yuvBC4V)wE5q!SlD#v`w+W^S9Qt zO-E>Le=AALmQd4(W;H{C~au|Noo%|5f|^*MF-( zj{(j0|2Gwv2gLiTTxo7GqMPEXJrVgjhQ7b@4ZiC3yqaFy(D#Xp%bx*6DtIdJRM0DP|x3 z+*aQ&^QyUm(an5Sy3bcP^c@v@2-i>dx!FI8-Cp@u)-62nRn6LS#m(hOw)u1_-sHf0 z82Y;EwbdtINq0B&wcA57dQRDyG^D#2 z`s%hTJDWawN3vQq>CQVFdUo5S36(<-^mI$bUemmjp=XtyiCkM<@2WlwcMV;+FHi#- zhMr-wcEZp$WjO8_+NKQ0Wi=l1GaO`J8+mzwhPlmQB z!?7O?ZBvG0KN#Ak49C7Vv`ra~eP?K!G93HX&^Bc__Kl%!%5dy!L)(<$*jI+ODZ{ZZ z4Q*3~V_z8BrVPhEH?&O|j(uimn=%~x)X+9%IQEI5ZOU-$V?*1N;n+upwkgB04-IWo z9AF(|fVYYH^6fVVUw4?fH3(VR)WyRe>ywkg-L4-9Qnu4V5V+NNB~-ZQjKxt6_a zXq$2^d&kf=C~7Tv6F%hzwNy-ju+! z4So`@#&2BsSF8ZkXZ)tlq<$MRFl~cRE7xv7o3_CxR$@ej zcJ+WoVA=-nh?h z(?xhy{IUv-)v9YEe+~7%gQkn{ikKN~-?GBDO=;6bcv(Cg-O7gl(6tW*d4cI7ydG*-{nY+>$Etj*WMH}o&sBaps%~0Cn=Zn$;-=^!lvSpiZ)~)7^^i|sx(Lry z)_cvbxN^`e*hGI%o)&W3*=R=*T00t4px;hKhU5hsYg)b|B;`fpU`^@1ntoDDqYXvZ zXi9IS=_kYs^di}c%&vOKC-5}=xR^8Y{gn^%UNYAtI`0~~kES0Jm(z>GMk%^(mDLM2 z)O6*0JUYIE^hS6yLFxq?X!?=r&r*E{tLXJL{jm7;dOrp=S`rXIDdYXPn+*Y>d zusoBx^tzgUu=-5u((7p2rVrxBD%znwqxh z!+60Onzre~c){wLw&}xo!D^be>BD%zs+zXx!+60enzqU8ykKQb+f;MBU?ol4RCByw zMNQjObG%>$P1{s+ykL1v+f;MBU^z|ORCBywSxwtibG%>~P1{s+ykKcf+f;MBU@1-8 zRCBzbr>1SHIbP61(>DD&FX*mmn|_@abknp=zs?J~YTBk>=LKCfZPTywg3g+@>DPHd zCr#V*>%73#v`xRx3!rJ6ew`O2G;PzbGyVTM-Twjg_W%DM>i>7^y1487uI*j->AGH* zU%Ncn<+3gly0ppN|406R_y6bJ%c2xz=+VwpRgs$?tE(cse6Ny*^h85<6*tR!u%~{H z_Aobeb*+F;Fm#u)LE(n$Cx)0yW&^C1+zNevW>OOoAL)+AS`0j?bsr&HV3~f{Q;lm7VQ}^M!8rr7r!*?;X zP2Gp@Y-pRh58uhqHgzAqqoHl;K70p5+thvd_J+2p`|#}yZBzH*+Zx)Y?!&h+v`yWI zZ*6Fsx)0yV&^C1+-ezc>Xq&nZA8crwx)0yf&^C1+KFH8Ebss*^&^C1+KETj6bsyf}&^C1+-p|lBbsyep zXq&nZZ_za8ZBF?vsPguQcAcedflZBrA7*GKqOEK?c37=XA8P1WUpDk1hW^urKG@KIRMOOgk(*2PA5`|PDSnWlf489zH1uya^k_pbY3piH!-wL#gA`nXq$>3?`vqAiXY#| z&^8r6?it#q;>Y_K+NR>iH#D?O#gA`bXq$>3U*FI+6+gb7rg^;bTcz&5tMBa(H*4F} z2l={&wy6*PJEtvs(ba}n!(2g|`rv{n|SAN3U61cMiRqwcP8UZ}eWd5OK14hs-<7n~Q_%y_9p6EDgEFA(O_5%x zy9j)+xWD6FZH;N&Mc|u?>3!erzUrit)b~XFmDPR5Pynx?jmrn;+p7BzJ}Ia1l~vd-Z6tKf0ybvU*kdDMc^BX z^E=*4)|l2^1ipc|?XA&c(}zXVM>00ZPrlB!2BGdE@b$%|9b3mVrgayAuP3e_arBRC z_LiS`WKHvHsC5OzII#U@m)sC1~#3Ex`MK*Jy1Sr zU-oOzT?D>X#oCQ%NA(k>0WK_xAgiobtd#{sNR0p3%RD(tX#VR%{0A+6&=&` z>S6)y>!UaMFf(lxvz1S(*2GRPwt2eX=j?;8carF(SM~-MpPttUcHu%x&j~|dU-N)AHdwIdJnzreZ zdBH?Y+jPmiV1lM?x@2B(jHYe6WL|Kzrfs@pUT~DAZMtM$aHOVfx@2B3Ueh*RGA|gX zX`3#Y7aXB!n=Y9b9Ik1bEZqwZ)3i-x&I=CJv`uBs3&v{NrZVRRV-(G7Dsx_Nh^B2S zb6#+;rfn*7UT~16Z7OqKaG<7bDsx^iTGKX_IWHKcX`9NN7aX8zo64LQ?5}B?Zt8!2 z|9`)>E*XtLW-_?`?*z+6|*V zy}-~_yJ6I)Z#DED;wJeP!mjT|GvJM)6u-sLHkAc_wV`b)3w*YrZ7K_VmZ5Db3w)-b zZ7K_VhM{dL3;ZfW+f)|#bVJ)z7WkEhwy7-eD-3N@S>Tr&+NQF=FEg}FWr1I6Xq(Cc zzr@fsl?8sWp=~M){31i!R2KM!hPJ6J@CyuWQ(55W8``F_z|S+ZO=W>kGqg=*fuCz= zo5}(|$Iv#F1%9@nZ7K`AWN4ep0xufcrn0~bhPJ6J@VudIDhoVkXq(Cc&l=jMvcNNj zwy7-ew4rS(3p{0Lo5})D8rr6^z-8T@-XCpMS>S=8Z7K`gH?&P1kP z{6s_B)Rg!MhPJ6G@#76`Q&Zx{8G3h{U-8X`wy8kzNrtwmK>a(XO;2wPh|0aDFU5~E zSJ0*c#m5`krUJ#s{Rj8|lctL>UCjIH99fU=t>VKV-L=1uB$^94<5(?z&k+?Val7snP!x}!f@)5$Vjgv-R`A73I* z=E|nD=^|Vz-t6eW(c1lG=dh;hZn_AUh#Qw%CUG~LY1Xbwn=Zn|;<9<2TG#vR6!llC zS0>alMIw9D9`nCHRd00NfHqx(3(K4$uXh95bP+BPe@E|b81^Eax31<494fnH zEiE0NPH4Ia=Zjg}M_VZT)RZ<|g!9VIq@(szv$p9XOcP;8=dg?(*fO-=fPc=!bP>)i zdltAcZMq2O)IXD|wM`e{Z1K5#7=5khKT@BLszOzF5kk{ND2Yeq+tKGrMOcx;|?v#%tZ@G1}&3?!4vbtXvnl3_GoE!aeCT!A_ zHeG~N8|&CDsch}a=XFEVMM#Q!qJ0SVU%hheD%x}r!ip=Xr;n<3bM!*fMF_-gm z&P0AR@_nYdUpGX4I;M-@*IT=WHeG~vE827srizC?r_HR&|4O-b^WIPO9C+m}PqO1#mmaC<6RpMH8=s=YKlvErKO`;!`aPfbq{FW>U~ zX~BZG&6z~kyT+P(X!;m2KiaVC{r0Bx?wUTj>`dhKRw!re4|lodTp z(??p-yJ~v8ct2_)ELL{~^3#d_%IbYk!d)~yPAsGWfan!0^gXFd@2u$~#FD#TlyeTz zirSVu*$zuop;UJJ81gQw!~K( zTN8`7()58=bepC}ThT((qblNjN9VB2C#}*aTWb1%vb8(zIONRcKlX{}Ei}Eq6}`Ep zZF-nqxS6JHdYE1~RMR#+OfMXwX`3FV7Y^36O%KxxH`TOF57P?=Y1*cT>4gI|ZPUZ_ z!U3AL>0x?de@)x;Fuky!rfq5{Uf8N>o4TnNwrJX>Zt8`bXxgT3`k&wbpDpAo^TbC_ zs5|Ot#_IpE_ukP`6kXf*nXayya1u!nFrWm{CTB2IBciB)Vh*T?85PBV3A3IvGlzqi za|FdKiUKCY1PUTSRLltjii!l`px{^4wf9VS&-6U|e%HF+_xaY6KXl#q`njp8PPMOV z*Dm#K2-SnK1gaua<+G~eUhUs6`rlQdw-1XWJtg=QoA+Rt7Dzutp*hkI%H{8$JK(P? zV2^%L)q>ebQ#207kfvxH%tD%?aj+QD6pe$GAx+UZtbdTEil3(}O_)%qD}O73c{LYk7hT0bF8$z81< zk*4IX)(=Qia#!nnq$#tm!TxvTXN(v;lQ z`VeVK?rJSZnv%O(A0SQ1U9DwEQ*u{pDbkeO)mnlyC3m$JBTdO&t@n|pusbds)h9y(iGLgdJ}1iYGJ*BG)1+rUPqduT3B>jk7K8i)0~@&A{U73=?3?EJstC-tS=|Kq-ZjqRW9 zSL{jlD7%Mkvya%L>{2$A?O?637FhRKV=dQe5?dLY8B52GiFGR5TDGLD((^cL0!a`z}2y@hphO3vTP?d1&n{59w;to6l?rqNsY zgG8gZu*Qw&I#vhuXrJd-gWkgLzSz+;dJDe=cR3pUzhDN@TL|@gi=fe4SnV5$Qh_6A z^cH?`C(iSo>7#9^g4&0+HQHNH$G%!Wt1IqR8Wf?N8uS!a1&>}gu6n_*Lr>u+dCQh{ zY7^o@6FY)NPr={kO=-o-1ykbh3`o;dI~G$yXwe8wb8`rU1oQT z`jx$Mp0L`(S%aR!cfNzea~gL6jh@1{@}GaY4EbrA?#Jz?gHITG3g5_yxsLtOG1K#B((!foHv4jrJ7OQMlHZZ8506K|+_M zU5z#qH1a;d6PbSBh}F35o}~2lnweHRvLICTn~h&td0q*yE`|7vWRiwN`g@ zL~L{sK9RF^TaFWwE-jw{~hb3ur z5f;neJFL2R`IhyD#`j~OGSI0(7vX*RhI&*ww0NT=jV{6>`9iK6m^W_ib*qz5^G=qk z;;BIw;l02~sPJVhpu2$Qu+VqMM#t_9^n&7a5A`X{S9{fT0{UGN?Ew7_iQWz9`ErBa zOg-0htT0cSR}vT)$*w@ple2SuQ1H1dq&ourw){hvC$@Q8T^*zgJo=hlfPPE9oVZJ$ zvQm=n0Q8%_Ul|>{JNPWN^NkMI<<#s9^lS1F|49T9^iDv}k(~aK4Mi-UjIBd`|W5iyL8m^iw3d8t5nG9Dh%3bDxA3Jx)y(&`$(U zdx@Ycfqq=hZ#Zwi!TogQhj%S?H=}SLtC|X+ACnL3v!jM~D@m6F{iqxBpUmm)GcLSO zQb13W_cqh*(P~WW2s#P$BXU{p%u4S*DdHJBH3^_84zp7e2b$tAJ2e7mio@*GaG)s; zvr}UOO>vl0DYxuEtEOoF|9`dr|M%r{$|skPF7H(?QY%uArzWI^oBscn9s4NuXzbG1 z(AW-TYs%gTrT?8#@1W$(>@cJ$c{4i{X-eMA4ndldH?t8)Q}SkZFw&H~nH_{QC2wZK z+Y2vkE}1v8VHlH=H?yHgQ}SkZAkviVi0y?mB|Bn!B2CGT*d9nzvLm)T(v<9o4M3Wb z9kKpMQ?eu04{1tv#QGvl$&Oebq$$}E>y0!eJ7T?%resH~C(@Mci1k34k{z+`NK>*S z)(vS&cEq|OP05Z}7o;iK5zD>*DA^I~gs~~v5p$5HWJhc_q$$}E+ZAa_cEma&P05bf zE=W_dBh~?FN_NEBBTdPUSUaRC*%51tG$lJ?J0nfWj@V8}Q?eu025Cxm#CAlQk{z)f zkfvluY+8%WYH{%G$o7vw@$n8 z)Y<=Towo7+U&s9apz58f)>XY-b$itrRl8SJR(@6aY~{6;hga@W(NM9l;@*mLDh5_G zE&slJR(YoU*z(S)e^N_RQ&JbE_Di)){*rt(c|-EVWX~i|e4KbJaam$mV#oL&@i*hQ z#!rj)kC%%t#53Y*aj0m|H}ZG+-TZ7Wd1L!K`vtq!KH7HJ7Pgo@$j)bjSqp2G^|DoO zonUphSnR{twAdxF17q8l{a*HZDF1hA!AxKW_+&9=ba+*uFur)mT*F7QVG$ zCa}S7|J(*N6+40kGlA{nCI+@Sc5bV_-njJ^C+{Hc;Ni`+U?#9Zz8TCFDukP=*MgbA z_Lh$;A$-EGuz>;X0Z(tuZNaVuGl2~Z#Lig{AsWmC7HYp25gW_|Cgr1SU){LdTpctM zf);EomNwUx6^Z=nG#siC_+D?^+OSo}mh{sb&3zj~Yr#xledPV;EZcGI${R}3U?wns`#qFq3uA+sz+_qZ_W&-OTJf0(h z1~Y;A+wb|_RiW5mCa|t@`DE`T1#>M;3yrYlT?=Lc>msL)di>-!HuWn>gPFiO%lT!e zf2Mkz7}^Nu;b!o)U?#9m@`3M14b1c%T9O7cfjMq`iaz6Xs(&P5)2SBB1h!l74Pky| z0S#sX+g1LcM_r+tka*9IHdqSY-(V)Nj`H@LB^XVEnZS1OjU<`|Gl6xGbMKZ?D&lE=+9G1|VF%Q)>aeqnxg`uzx;J zmZW1q?+_^VQEwmpjxC5?2K4rF`n65Q-d=yO7hAnG^|v_uO{=*Q=7`zrzG8<7K(~}re8-^}o3zkCybS1V<)aUHuLv`P z-8$=XsREPlQlMMN8@*bdQ%cg80Np(BE7e_9H1@?nZzG@2wdCJ z`h1`px$$P+Nl!R#ZG480=cqXk=;}ahc!~??aX?p*=yQRtl+Wq~UZ3yGNX+^qeAq$F zIY3v)n{v&v)zyih#{yj*d>SI?vw=?e*0Ji#jirXY^X+GJso_~bC*3hQdpDXs6X=9% z9XzD@8Zk-zNwGhAd@g(G zS7C1bU2`(fG5PrQUQJ#}`Xr#sJ?9}o0jzL7-J#{s?Bz3zLRdfnySRqAc8R~)?ts6Hh5 z_jkLRk&4#UqYbPC=F}VuK{v^lf;EIDXmBZAa}3ZM^f^Yr*MFk+FoSWT-_Xj2CX15|u$+_7r zNK{6sDIXAlm zX-dw`E=HP?bF+((rsUjgJkpe$n_Y-BCFf=rAWg}++4)FQa&C4W(v+N=jYFD}bF*`i zrsUl09Hc2ZHyevICFf>mBTdP<*;znDLFSg8fnTNb#@fels)R~NTexy)Y%dLKkomZ zM*HA?pNxYdo3?`T`x#YV;56C?_mOC{5ALPVwP+vQ6A;3ncdrs-{SuK=i}u0Y#bOuG zXdm1~qR~FMQ+{-d*5N-la-R|KROiC{zVAK_PA%F8cgPu!?bhw^9w(Nh(LT6cKC1f5 zAAa|q9-Z559Ta+N(LT6M-Z*@BeR4rb8tsEygTFF&T0lTVu0{Lc7Wv}!-T~5P+(rWJ zK0q1&D9QCuzY^_(n`Nzbt?&7|B#rjLO@Wbs?NJaL?SmWTUuyrY3h$4t_H_rxjrPH0 zxuC+^Mp%+Y```vS+qa7lMp6(P?Sn~je!uON@o|+G8+M*4O*nt$l?-2t_CdXT{KXAN z&sYNc8I`u~*{C5J?SqN(c4g-(Pq$=jv=8d!pZb*Xfo%+J>;pCK{Bx-~=GLNpkd@DV zsoMxIC`qGzkO>IuFehqXcVB;BgIcr?((Y)lZL^kc)i82Wd5}i?pjN)}BYS4nsz!?L z)45wuDB=h`#b_VY$UAan0?{zIbmH{wD}#+YVUO|+6UJK??HTuLp0h4*OF+o z53Z4acrE(RGQYCBa)Z3yGx`+$AGt_+MDY}5i8>;rZMi3a3kVZ6@$1?mo#`Zw2LPN5Qx+^zG}8rjG>r z0{K{T-45dbHG?^aLOl)ntE1l#M*w|(&h0)4K0MxEiI+Gmuc4*~j|;v)&g9s%@N`LU|0Q~d(WU1iEi!e(*p!9bra zCj|}kVn%fBK|uSvBC4k$BKB~g&y+9!x>>nX+Cb0ENzVb@@?Tedb%p^wM%F*45B1X> zLZa!RK%e3J7Dv+u0#APC*a0WYsXYMb(|iR`zStppf1pp5KdZBhRN0J~ z@7%j8Sj;vA=u_k?U9VN0BGf&qcRWYX`vHBjoT~b%Mn`jFtMpAmE~phx)LvAG5kOzPkcFR6eFou{!3rlkn4K?t1)v ztqqMOsXhDTvZHPd*#AG}2HgHRRg@2ny zYh-?fotnE?9{X-X!*en6U%39#>xrep$aCDN2kfPIHFWrfE+LYlI| zV;>?-S>dteNK;mL>;t4JD?GLgY03(ZEk&BL!edL2rmXPTVx%c6JoY})locLZgfwM^ z$KFGlvch8vk*2Kh*aD;}D?Iit(v%e*dk1OC3Xjc4nzF)U^N^;j@Yvf(Q&xEFEu<+c zJoYBilocMs?#GO>!eiL|m{C@EY%Y$3vchApAx&A~u{lUnR(R}Hq$w*r_6pLJ6&`yT zY03(Zy@WJng~wh*nzF)UvyrB(@YpP*DJwiS6KTo{kG+62WrfF{N1C$2V>6JZtnk=# zNK;mL>{+BKD?BzGY03(ZJ%co5g~y&onzBKXJ%u!7gCu(r>Hn+@kfPzSZ!k7R!((3~ zP0{e!S4dMdJoY8h6b+Akfiy+KW1k~U(eT)3NK-UC_9@a74Uc_-G)2Q>E0CsWc^>`SkK@$`32=klK`5kh&)|HszZBe=7eky8j<$1t;f2*Y?|b_QsvR5=x#{AC+8mMnZSn5^%KoIQ~et3u1LQoGrIq6$9hA1UH0`> z7-c%Z7D+YHJ0m?OICaJ8osfQ&LbpNs75Vq##~0mq?MiPXxouuPXG+~pJ0ktEyeW6` zy0*DtQ&^DR0qK_lBZ;85NBTv%zWXM6vcKh;RNmQS~Z*7u{}&^b7KK@1V_grRZ&uem*!7GlSvSEs&le=PdK~G5TYx zUeo#eq(_6@9O>ueRNa_*4$Pp59j3QI`dPW$*AE)5jtZRrmFkXdhV*nfGuVyZY(@^! zO_6>^ev?yVu?|7q-)dhk-rv0&>?TM*Ewj1v&Lio@NC&$g_$jGDd(!~l=ZXq zxe(qR+gA_r0)yHHV#jyZqJS(O{v7Q z%aEp2;<0~_rc~mwtw>WU@z@rmDV2EaZ=@-ecAAscS)6W*G^GZUZA6+v6yg8FsC;PfH!VT3RIb08jA^kclXdg5)b8xps|?nH@V2GkB44hrmveS znaux6Rpgt-V!~hLy}2W*)Q2{L#$v+N@Yqvh0EIbZyvie=MS zO!%X`N1gDs`=UNLZe2iJKw~lC5Asv5N*cO*nHf|{k$)-fq_LRrdpX0~Gtk7uj-aua zaHYISbl<*}IXTbZ8kRalm!v6%21IrlcN zxuB2MOO^ax)lbF7V#2TGwC*>&ZC`y(Ng9g@zY1S@-4RM1oRgnHRSK8JV!|)ogC+*9 zd{G*U3BPdpCtkg=8Ht(iP!i^(v6%4l;8PqyV=>`pBpQneKb3#`56&@5EcIOG??L^p z!eYWtChMfJn2@5$I%zB>q-e5E8jA@jnyiz?VnT{0>!h)mkfO=9OY34n)fcF=ChMfJ zijbnoI%%vTq-e5E8mkB?nyiz?DniPd&`EcOnnOw+=%hOVP00hDv;#CH4|LMI0ZqvR zo%F6iQ}RG3-4SR?9_XZZ0h*ErI_VBTQ}RG3-5zL49_Xao0ZqvRopf8EDS4oi-Wh0$ zcJHKj0-B=TJLxt+Q?z?0y(7>R?cPc605nCrchcJfP0{Y1^maf~w0kGr8fc1k@1$D+ zP0{Y1bW5Nq+P#zB7HEog@1$D*P0{Y1baS97+P#zB255?Q@1&anP0{Y1bW@-y+P#x* z0yIUtchZf4rfBz0x)IP6?cPaO15MHHopcq@6z$$gR{~AZ?wxc6&=l?7NtXjn(e9me z3TTRU@1&DJQ?z?0odBAm-8<&k$|8xESa36sAcV{@n&fdwa zdex@gUOI0GY{0g!12M{O6I}JG4(9#5VwC)%QpGMtpNRC9;8Se2YpWT|>kumTD5U>($FKEW%i{D2 zNdFZWH<&lxeB+!b`|Eh5H@l;9os!iZYqI|^eH_va#bSrwgCmjNLzSza-qmkYah+SO0wU0uYqV?KGB2CeH?IVz;XubB~ zNK>?4`!J*_TCaU5(iE-NJ_Kos)@zSInxggE2O~|ln zMVg}Z+6N*{(R%Fzkfvz8_Wnpyv|f7%(iE-N-VbSt)@$#JG)3#R2O~|JgOq;?#v0vvKfUWlDd-cKQWKH*yc@lz$IG^O-Px zKGM~J*s36*yZRO@I{&>?Gj|@+RqjyNTL7CCUU7OH(v^YOxm7{${2HQ9gMBX26>i^_ z`I(EL&jFfIRDOF9(iD~7-WzF(%5M)unxgXCF47d0-P1F>P;s@Fr_WK|Yn20R9PANN2#Y)FEm zXz&>9L4nw2-1=*qPi|D-ybO2@_TKKee!h=P?uf7;4IYC%(7iwDP|VZa zRBZ4VRG!*nXnx$LBT*p@9)m4|SGIvFq* z>>lp59ep=n1P$hb-CcfrMaOpK7wdyv)VR$IhMU7>z+AAq$+uNAtZi?;up|xUg56c# zd5ZJFnxvpbVG`c4zmP9|~@e0vgN(yHlV!9Oz@=s-6s(3$_!~ z-psnWfCh8H-YuZ1=oO_pi%o3-RDDTdov&&QGGH#)ySgLv#lcrv1P$hb-BGSnTRgs+ z>Y5oeBT=v7{A)))Vqh-VyT}K;En1CB(qJyw9o(B1`R+mdmBD(K444ac`(TYk1P$hb z-7a`7&E_k0$L8~szUuMS=7N5F+rr~p6mv4*D%d-_<3B36u!fOMKX6XWk6FTb0>Wz&=kqsNnZgpMKX8Nmjg|a%$@WE zped5MlfDdSie&DjF9n*iWOve+08L5Ho%F>(Q_^!MeG$-<^xR302bz+ew@qKDXnm)a zO3$721rU>xo;&IDfu^MAPWn8cDe1YB9tSifJ$KUQ0!>NJo%A_CQ_^!MJr-z+rQ)Q| z2AX22IO(&1rdTRY`b?lHmWq=e12n}_anff1O|ev*^yxrTEEOkx8qgF=#YvwEG{sVJ z(x(7Tu~eM&$v{&q6(@ZX&=gC>Nsl%($x?CBCjw2eRGjoEpedG$lRg1xilySDj|ZA! zsW|E5fTma~PI@HJ6idZP9}6_aQgPD90KGBz`7dgcIO(H-rdTRY`Y50&mWtm0Kh#Q> z*+cCe*c$c*yM>*~`mvO?(wbTQN%a%ep_+iI%3@Uk6|Krwm(MAmTt2$ISGh>7NIjmK zkQ$z9lU$p8D|uV;^yGkKMPg-QW+I(9CebOrHNGVNQ2es^q4D-&qj*=`EzTBFH0Iy& zSNJ48iud5Q{gM5seW{hUj|zYr|)GJxW%!B81yvXWaJXKutdE8=~LYa zOHmk(q~AsQ6!(_lzMp3%TJ65h=f28FeFy22-SfUHxQJnTKGKwRu6;d<`=!>o|CWY$ zhnWToN&c^thMeTP_f%SKHg9-E6KIAj!($#^@zJh3(RVi$r{6|8)DzEaf(UKLu-`&@ zR4|z>PQQut3Bhsa-rV_wQ@udmK>GNAt_U5K)ypYBzmD{A!Pv&)>Y-Y~<`QLP)Xc?) zd?Y9m#j)2g=&`{E(Rls3V?s_FQB?M8@h&->`W>KOM*2wi?xsE(Wz*o>^d+Q^aGUA-1K*~_=@*ecJUDJ6ZK_wPUyHJ5 zBYl|LUJnE}A{VD;?IJ8od7<{9mf7nB0$xZdvS;GuJH+Jl5!eg(myakiR3%FXbUyoe zqz?`j7nx}Y(=(7hC=eUens+lta8F@Wieq3ui8RGAu%AGh;uzSEBTaD(?8lI%I0p8kNK+gG zdm7Rd$H0CBX^LZDKa4cRF|em1O>qqDDM(Ws1N$MQDUN~tAkq}azWG1N#=FDUN}CGtv~tz`hA-ieq5kh&079uqPu;aSZGmkft~W_9Ub!j)7f| zG{rHnCn8O84D33jDUN}iMVjIm*cqfLj)9#;vMfKy= z6RL+-x2alN^;XqwRp(UgSJkrem&#WwZ>T)6vS%f)__$(v#WfX&RdgudRKB46p7OEf zZh4c`%GAu%4XG1TJySgSaq_X`WyxX5T@nq6g^7C;=OhLuTE$n#=fo$+N5^}`g;*gT z7Zb#A(UEWF@A3Qi#ry!?&i>P0Y(Hq9Zx8k~h})1kW9vKX1*_IN+HzuBVvCgm zaBb}H*e+!aYPiMzI9aqR9`G#-RDx;_QVA_*oGe-u_q*fLxMGZ^(WNwv*ri$YU(m!O;sS`&8#=RkRcY9F;%HH==H z+W(zFYvN9K(iBX))d(VJv?lHd#y0M-N>B31j5=^JgVx0D?!dX;^)lm*pwXJRtyt{P zlFrGXHF2x!9*rw2j#8B}RReonOih!(|-?!KSkNTO-9C?>lnc}*V{`DZY+gl?D77KQc*Z_xQf zZZblclRQF{|QXuau{P#kkIXi7|U&+Fn-r%ZZYP_%-k zM4j7PPXgvs5j2_-S>K(Zu7^pu_4MZQ*KTUS+LX`(&VW-|6mv4@Mx@=-yz%N2n$(<` zS4AjQYn#z-gnsmDOHfV*U5FZY?_A8>jT1V7v28}X5IW}dDrOYrWYB%MF8Jfkts8np zI2m*wu655nEPrj`MlYbzeYhr2s1Mmufm^KI2R+`az3~>OoD8}SR|TzpuY+A-T@Sbp z_Lc60k@$*G_hJMMu7iC=a4w7&UQiMOu7iDfSi02>JPK%V9qb9gVu^^@;5yis1xI3T z;DQ$+xDNKE?h!Na6``(p1P!i(eMvC3(M?t1a{hMLFBEVc?2CiaL<9}4gMCpjw)c#L zuTHy+b{+JiG`_95MT=ri2J8m=!XiPnK#?D?F8n%D1=a7%3xaP7^OzRUM*w|(Aa?F8 z6sqnx9O(1hj@~@?G`A|g+CubUK#y~ecp!iC<+OdDK;5IEZRSu#>)ZcaGZ$up3yQK1 zftcsG<80ppXy}j^;bcYtO>r)q%)vlYoC_y&5YQCo!pRH=n&MnInPEUvoC_y26ljWb z(JphKqV-Kz(z$Rl2S8AYbKzw62b$tsIGG_pQ=AJYvmekD=fcVC3p7Rbb~1y3rl{Ud zW*?v_s<)FF1T;nUb~1YdO;Np_%s`+is<)GIfu^Y5?J`o)`UWYfdOMlDASgxkb~1Yc zO;Np_%pO2fRBtD+sO<7nxc9;nf^diRBtEK4`_<&?PU4_O;NquXZk2w$=?5i z>fJ8WTXFjGl~lc*OfUG$DXO=V=?OGN^>#8nfTpP4PNqB16xG|wbOV~AdOMk}KvPt2 zC({LJit627i3{d}lvcg9|3A#SuK51{A1hz1tgAe(vTJ3m;?s&JE3T+GI2B8NkbF3K zQF8xe>%^~#`H4FdXD0Scw1}^YzZt(ZJ~r;gn~0U-RdItjT?`Nv{7XKaU&9aM9qdi^ z0{b3&tUbiunXPB@*d1&P+k;hEUt7;v*H!FXzP@~3`5onB$_JHilln3BVyZ56T&k<; z0dR!XF}6AOUhKZuxv{-t&B}f#n_X6hV#q7Lg@M{-ratv%BftMt3BDuJFS|Ehi3vv} zy#vxO1!AizdDGiF(0QG2kMxVa!ddSm$71w$NYD1Ik9{NYB{Mx6cx$9*x##B6sz|yO z(lZ0&hB;9+wtanPO7fOSzff#W!t}OCKOc;Z(u!}~-5Picq-VG%yuR}Sy zq&Q`-#h?^%%Kig`mK3M#H5im4PT9XBO%bQ;-;kz=Q}(Yo;F98$y&8j3#3}n1eDq3* zQ})jolOj&pt1xCMamxM)V^YK^`$wcH;*|XZ(iCyZ{vO9$N}RG+VoZuSWq*e>MVzv~ zMVcZ`+20^d5vT00k*0`K_E$(##3}nrq$%Q*{RPs`x}ALri_&8CVyBxr$t$O%_i5nG zke=@QRC~&;@gjQU%bEH%@TN#VL!p}>{d5t!o09kPs#C89-Wchpd@4PTq=0UO^pizm ztDo3YwI;~*3gXrHP(J~+mS!@-SQQ3+yjW1R%E?b%zXo23^kc!AG@R%lU4itY#bSrb zRCzhl)7(>Pd}2M0JGhohA^nJZ;nlcy&aI%rtFt816!p^n9BGPrX@7<^MZL5?#miDs zy|h2UpcM7eUV$`4y|h0@nxbCXA0bUqFYOPJrl^$13tm|ji%A8SnbQZqiHlNe(~kq z(KMPBKl|KcH+mM|yCZJ)jXQ!y&tj!}Mkn8uFG{z|YR^JT zw%=(>T@AP>=48>V_%?8ZDA}xMH$7mrzdt|GZL`{}&=1QuUd-Z@lSPx_>%b&L(P&b9 ziiA=4c#uQO$t2;U+jhhE`m8(?M~=B;&W0^ZBpo3znKkQZwI0nMq3dMPo%qBZv@U-us97jVqdT!8IAB#tqh3d93WBlGo%qomlRR?SFyi*ZxBGP7NIm?PNOv{jS?% zhVR}hD$6@r2k3VKv2zl%Ix5uv%*Ic z!@T&gN-IRS1$u5Ew%*j@)g7w#KmPlBXP{qmFL^9~pG46+0X-)e+k9qq@m@}KP%V+N zZGe8&?XN=zKeGk&jzCk4BqzHA&=e!d$!-rc#Yl3p+W}26lALU7peaU@lWhew#Yl3p zErF&ONltcKpeaU@lWhSs#Yl3p&4H#ENltbfpegyQlWhhxMay!sO@XFpSx&YI&=f7p z$uqGdVRMnF@vEGJtHG)2p5m#tE?UXYa3vYc!s1f^(MPPPJQik9VM%Ymk7SxzwR(Itr6*vs@*m1)muJgImUk&HOD*&I_aBk!nB1IvFZoFF z;^c^A+r)-kwLo?JoA`|Q_3wyG^Nsvnem6gxOWxT2&VE&O1srEx zX^pVjs`~%v4gjDm@suxl^t4^Qo(ZjB`PoP(eaT}aeHPLQO6)U{j=NU|J6{(Y$rz-C z@2lpGM6Z6-r?{W*0Bn8+(%ijjFn-k{>C-{)zEmh$09Q^Zm}3~7p3%7-FN5li`jNK?d8egM)Gv6SzRG({}sLy)G3rF=iM z9ZQO(d|wPo5li`Cd{|0}rF7uidf1A;v|$5OSy|dDPk#?7__8V z%J;&c6tR@=i8Mtl<$EAa5li{*NK?d8J^*QoSjzh&O%Y3ZKcp#QDesGSTPd-W_raJH zv6S~lnj)6+UPx2KQr;73idf2fAWacVd3U5KVkz&2G({}sU6H1UrMwH$6tR?dMw%j) z@=i!o#8U1cO%Y4^Zb(zaQobwF6tR?dM4BR&@?DUoh^4#((iE|jw?~>HmhyH;Q^Zo< z7HNuD%6CSZB9`)cF$$`^k+@Cc1Z6b%_@nycXqZtAow^<$oo37JOg% z(~s<#S*seAq`|Y`gXJe$Yyb^i@2~H#P4m#N1kZx+<0gCDs(xrz#nxLMy%W}y6PDit zuSy!~z_Z|kC~Hk!$lx< z;8}22e%kHu9w$!Nt|Sef1()*KS08SC&)4IT?%qS|Ox^ng<{LZUhPD5HLUAp?xuOK;f;8pOx^1j(4 zez|^!*(GW4DtMn@mTdC%f@cQ23f|jSPLs>-3uy2vcrUr+>T}9Y|7@ZeNknY$DtJ%% zMB*;%!uI=?q`|A;J><0aKWSd;K)V9dEne+|R^2!AesCRl6})@!{)nK#tKi*8Gj@GkPEKOXz*$Fu56(%@C_&c3VTy@^e+Q(!BVQwLrJ z@8lklyHlfS?NuoEm^*IjjT=UG-0-FvNi+?X1>a3(^|eVoQj!MCg6}Hlw>awCmZx+= zS{FMNd=tR3;2q_o-VFJ@3 zTgw}l4&QxI??=_RqhntVbm&Neh}aW=Zt44#(XlTBdRx-3ycFmb?g-!aJ!(!a0lIl` zPRtiOq_?)qUaV;4Px5Wxby*a1vKK+nX1=;S_46X=@jy3qPtH|jM$;Dp-6S{}=2IPh zU1l!;x^eLArwICdpc|25p9gfcyT?`DdePh<5wXVsUF9p?Qol0Sc*Fm}X`4M)(fY$) zX<`K^_=WkKvQfzCwnH)6kE^9jscot>p9so zfTq}bPWE)5DYjnQ>}iVDSEZD#*EV}9P^D}=CwmI~%@kYD$({@}#nx+^Jqboo%GPU} z9c?JPloixAdm>P!tf02pQ9zZlf}HFLiqZvV6f4Nd9uG9d3Uac?0Zp-joa{)TDOQk^ zJr-z+735@(0h(e38UO!ElmA~)eN^>sRex8#uk!!%s`jaBUinky8fDB`Q?MlTclQ{UQX4gPDpi6vE+xzX~|2H2PU^q{GNC{adYC7 zMBhX*{#pE~_?7Vy@wQ@vm@n=WXNo;VHDASF=Josp-kmf1LwlNiiG85GJ^P)#&TeL> zu)Zv5eP%rc?*E3^{MenbGh=(ks>{A9dr80RIt!44`4PEBUq!MB{vyaB{BSpZ;Jj(S z-}{_-p&6%Hl_dM?F8OSv50gLjKdRB_VIYAPr)MF3s9XN~vK`m1ya8it_b;>};xmyx z#1&1(-d=yuSB5UShUYIJJwmSD_T~#-8FOVR`gx=emR~4IV(&K>AgxCd`Y7=kNFU@T z#tm$9?A%s{#%&FOl6d|c(!=Gi1J^eB`23co=x3207SJ%17Eolx&!;0zQEK=zNK=#= z{xs4QrG`I+G)1Z5Pa;iGYWNdKQq$x@bpNup`so^&uO;Kw2B%~=y4X;O>o0qSWx~kfta#{92?bN)5jTX^K+A zuSS}p)bOj2rYJT1N~9@D4Zi|uic-TbN1CG4@Cis$lp1~+(iEkJUy3wEso|I4^1P%{ z!!O356s3k=gfvB|;p35}C^h^-q$x@bzW`~9Qp3+jnxfS3^N^+}HGCX?*h?uj{9KGl zQEK=(NK=#=J{D<;QuA*CcHWfb{|gGRwf}#3*@~e5Kc{MP)#$3-y|eyiS7s|mR(7c@ zt5{YswPJk5kic1gRjIF2&!r}&j!$(Y?I_h z&}b>#?^-#-$5S%3Ne~jPor!2E+$Yy5H&guw7`rHqmcqTRP-*`a4WE^w>(ElTN3Q*! zM^cBD!riVdC;WQj>E~l?z2!hP_~`H76j_Is!d-HGuE4?zhnB)^uJv(h&vU1kW4Kfaw>oaTkk*!h zwh?c2WBw~2L8G&9i`>|?)%|nEziY-FL8G&9v)p=oZ$0BkYgwjXPS9DnNp4lr)3QGv zFG-`baHAVLHf+uL1mSV$gp4A;ArxhKuD$@QUoYL|SlOh`Kn`s!Tg zR%nMZ-xH)Lt(^uVp zB!bpXgr+Z->%4s!Jxy#=AQsw==G1{B!6(So{`roe!I9vX$v^yMS;m4_$7}>PS=WIh z!7r8ONL4cuFx3laa3uI8u9bVodiK8lN`)k3rw$wmez9DyUOo2D2YSC!#V$&NBf&3{ z-!xjd>+$!sMp}PK3f?D2!wimht%@r;wkyBb(5A^m0euwE7rI`@eYj(Drz-@y-a2(h z0)2s-@|9&lsaojV52x-3pwD+(jPWYO)JU|w>b24c3H(mo;Xt3~Hd{Nr&0BZt5)(zM z`$QF=6^#2ZpvTEApY6Ql`%!xvx|>(3RzM#L^ttj+Rl=a`gOcRM>1(OJ^XACUf~VnNpwD(&obTIclsgPFSO9qt&}Ye?{5D2W zx^3NXMQeZaOfv#=6mq!NP2DhvImWGAzGdCa!4Dy=4WRy^PEU11fj&cS@ULRL(_O=K z+qwf`1gD!Bi@4GUK+MzJ6w?>uU_(b->HUE|RsQktcZaGMWl4Gn(5JY3yNm8R^WbL< z9dTdm2lUBqi`PZFFS_a{OWkwo{ZZ^n?+f%v^7lF8-+8|OQ6=fYK#!Kc=zFLOSZ5LU z#Xdlv=nDM;zEtm3@$MqkuSm^vs3>s|(4*v@9MJHi>{J`S(Y+qIA2uJru1=VUFGdgBHF0cZZ-yxp8kToH8`l z1%>Ko2LOGfYpW}$E@KJ0U0r_|LP-nOsp|(pDHg0#*B5At1?$xH0h(gLI(5B)rdY5} zT`!<17OYd(6KIMB>(uoCnqt8^b=`rcSg=lAH=rpNtoHv8w5FEXyW5rQEA}kAmL1M^ zu^M#tt@i&vQGI#!LDf4|t*d&w>h`KLKofYj^4iM7D|b<+0(?;MaK)7sBP!aKZz!K% zerNfa<$IP_r@l$eNL`;gGPP^+ujHcS{mF63LCI|rKPFyG)FqBfbWOzKAH*MyUliXz z-dg-BUK2NplSFS3=b!K=_~rZ{zLUMqep~JSKjS~i|3QTc{);~(|J?s2m3v)oZsel* zyx^!{QM3YKBTdl?1Vfsl6$lGyidG=|p=u`d!qnmvt$_c7G({`mTal({1$+zA z6s>^&jWp$@#9u<;x#Uaf-@1_hS9Kv2!H55amz*N_@Xbh51RvgjG)3^?n~q2tIs0(iFjmuS1$5`0%wzQv@IW2htS5hp$1JBKYv%k){Yf{5Pa2 zf)D={X^P;(S0hakeE2U&Qv@IWGtv~nhp$4KBKYv1kfsPe9DDea1Rwqb#-<29{ClJ+ zf)8JbG)3^?-yuyAeE7FWQv@IW4bl|BhkuPUMeyNYAx#l{_?Jji1Rwqd(iFjme~vUo z@Zp~!O%Z(fr$|!-AN~o_6v2nDK$;@>@Q;zE2tNEHq$z?A{}5@4;KP?AO%Z(f2S`%{ zAHED}ir~YSB25u|_!6Wkf)8Je=5;B-hrf?8DS{7QgfvC);qT!HN(nxEA;zQ#K70Yv z6v2nTi!?>>;qM?#5q$W3q$z?ApNBL>@ZoPGO%Z(fTS!v`AO0rN6v2nTfiy+%;jbf2 z5q$Vuq$z?Ae+_Ah;KS!2O%Z(ftC-l76nywA7?dLT@RyDM|57pkzgLy0Tv7RW<%G)N zm2E24R=iblTgB-W11c)Yzbv0#eogsd#($2#5}yN_K7tw`^i-QYa7Oyh(5ueZj+a_xR$^i zU%Lunr)47g1RLa=w_dHK(vmd#1nb?VGr#?1yFr}|?fJZgvC$`3=Q7XOI;JFzKEYb~ zdZw@1l(42GjXuF2Zuw%b{vK)VX@*^#iRcrokz4M4uCp@YOVa2Q{4QToUbYg1OVa2Q z{N^_G`vk@nR!1QRS}IROpWs)y$*%`T(C8DamM{7h-UwRz1lnW!MgG0dY5lgp{53Of zvt_wYX!G<$^b39t)?Y->=ohRCk3`RRL2T_8=#l*7bL5mBtegNZ!4Ay{`UXGB4gPw7 z2pWBZAA%!^pwTz@KIl7|jThk-0u#|USSkM=sBc2Oxiq(Vx`0OC;5*+)qG|LEzV)f~ zIafHm!FeM32H(iFIki5TM&ID;@JO`dTo4<5gRjCP(H?Ta9gDufmvVEi@qikMn(x9h zMV*Q08+;KQNd%3)!RKz1Tun-JZ1fF2BgIDF;8VFK=ZC4-#zPLfBNMf6pzqjEg0UlL zv=3JJHWo$4M*HAn`TLEhD-Yvs@2&#JxnLyPKF}liC@_*J8eN1B10#u|(M4D;|Hw7# z$hq0!>Vb*qB76`YiFUIKXmk;lx#e?z`E~Ok?Jq^gMi*hJ{8pEw%vgf7{z?_pilK|J zBs`L$G`a|j@;aa{Ye@ef9?ts6{b~W(T)svP#j-f|`GqDTM3+1NP<1U=E(`_nt&Q~wE zPdWp=KrTF>ZU4Ey{8p0g1oXRd<)E!2)zAP1xIOh6vNxCD@Z_8D$4Y_jRP3j0cGnXsAs2spjXUcqQ(30oCq+ln4(QkAFS&Y`oC6&` zRA6FTpy>?`V2wpkI?)e_Qz1HZNR&zf!x~1+jMmdX8-HuOWmPjQ=jy`n12NQ%1I&O{D0#rrn?e@$7+ zEz<43NdEud$@7b=3RS&I<^QO2P_j`m0%=M%Dh@`Pl8uUkkfvm#VmQ*2Y*Y+Gnv#u* zp-5A*QE?#Blx$QSfHWl=75gJi$wtKxq$yd3*d1v~mLUcpP02Duf21i{hUkYhCCdsQ?d-P9nzF6 zL$pSkl4XciNK>*5(GqD&mLax9nv!LR7D!XF4AC5EN|qtEL7I|fh-OGrvJBA_X-bwM znjlTdGDKsf|FgP3ijFMy#n==bSqw&+q9coakf!L!Vi3|49a-#+G(|@i1Cgfa$ihXM zq9Y55G(|@idm&BHk;R@!Q*>mp2hx;mR5U`Gl8uULq$$~`s6v{OjfzU7DcPu~K$?<` zigKhW*{Db%P02<@5@|{{DiTOjvQZI7n&KUa{g9^Qu0kM9$zA`g+b-N~{-4%u8~^{^ z|HS_fpY=C2H9j>Y)hf9; zI(BHRec8sccRih~@E=Y+ms0oeXdj#NP5vzYb~K_k!5qCWwJ<(y#j(&pW&;vL4(7;mQVo&w&UU+yo&5-UE2` z1+l?R5POA>h0y*$!R-WYg4k28E%eh1XmAt69@1>))cXgOt7^RZ0vg-|v3uCXHlBBI z2X{TV31Wa;m+SH1#V$&Nn;`o8Zq;ZS+yv3jt+;8xuJbRMhT}GVdg!hKH$n9E-6vk` zqBOV(qK}-L+YuN|gPS0F2lh6DS06gi(5VMELG*H+ul41bZ^n(Dcd!k8J-7*?r|&*d zBZ;8FO%Ofg#-FBb|HEC&OU4E_L3EdYdYcnJ^yr+69eVA6n;^Q$1v!VsbDDd0EArX_ zH$ikQ?vRIKgPS0_$W6H&QaKkpyz93f+yv1%Fehr=#jyr+|H$ili>wDf) zHRmh6E7j+a2O6U~_24FmUF7;TqJH*E`mWLfzV?pQgakeBdT9pD20)&@FxUx4M=Qu`dI9Ti-WL zc~r(BFBtcwK(~-Tt8O%^DU$aqqv%V3ZZ0qOJD(A;F9v#>;67^87ogvO-m2gse|XWv zi-2zCR(pk>u(XSy#{=CoFemz5rFNnh#J&*dCcbx-niI3Pyuekx0O-bYgWnA{H8ce? zcs|gLf+LBb&jY&Jt@f{!`l-`ri+IQ5fUc4o^&vSUR-3D19P;oNaN@Z@SIW6&?OcLx zJMkPvt3C_@e8z~FVi0;vW5~p_fldYI!uaR~^jSbB-7fwLiU|5l zpc8J)zYa9+bwTaS7@*_9`r8Ql44{SlMYrh~m@&UHf<7H+9-QY0`ZS> zx6Y|RGx@d}hFQg+*Ih`T0<HpMyr8D-1fc(xfBFwEilC1N`Y$;* zx29JkiJ*@IdUK$ki=s^pq4z-KIzvnx33NlCpGy>dEYO?W*x@=?ZECJ%MC@aL-sm>U zt)#tio9}y1wS4G-BQgH}q@wwMvFd-4|NkH7`Nj7XR0&`He`#!JY=^QnWp9L2e^87_ z`Hr|3X-d8$?m?Q8?})pRrsO-~E~F{>j<^$PO1>lRK$?>8h})5-sWCm(v)?qxB_X)I#yhcG-VwtCLm2&$BN64rmSPdrASlOvEmY>DeG8qG18QEthfki z$~snzN1C#Z6&E5+S;vYCkfy9-#ra56*0JI|q$%rIF%D_UI#!$un>$OcW5qcbld_H# zW09t;W5wA>Q`WKKETk#xSaBxOly$5agEVCwE6zZgvW^v}BTZSyiqnv$tYgKgNK@9a z;uNGQ>sWCz(v)?qI0WdRvo4(j3J^q$!%Cs6(2fIf^XO z6wOg&kfvykA`LXBWH4eR(v%EF9E&t1gAvCdP1y%5jz*fY4_F+9G-V&KI1*{fK45VK z(v*F`;&7xX`+&t^NK^I!i$j4X`3&M_j7`}!EDk~X-#Tr~x&JrSX&e84sm}jP_WG-6 zs90EWZ^bzk11p-Ae_uYUJX3ybdFRwWsimnYsS8v4rCKI`NxquAA$el5XObsAPCS;l zEHNyxWBiZ!oAF!Yr^Wln%f%Ps8F95ZRJ7+C`MdmXem0l9vHhL>f?aDLZ98lWTg)D0 z=d;1Ag|*6h*{Zirv-(@*vF~HEVwu>nvCd`xlr0VC|DpfwOhQxP0e9!`(x=?=%t0uY zm=oxN2GJxm74CPFsv-V)(|5|z%3=%4l9SL>xKF;}X@Px9(r7B&>snW-t%XN@TZ*nn zQ{f)@w>H%~{%L4czo51shegbKG!^a+%Be-^w)NUn(1Pw=C1awQaHm}Bm&cT$$RDnM{v6tK~c)7M-$;Txy~<$D*H&4y6EoK{zk9$Xd>JyU-vrB z4l%JKXfzRSkw5r1w?)usBB)Moxot?E9j$Hj0#g!AgqwVG5ly3saHITd;*ac^S*z5z zqiHk|Cc8X$e1xLaxYd18UfN1l4Xzb!jPdZ9_4V3B zQ0pKuF*uS48qI_{`A^OYjE;?FLe`Dttdg8D9&VUlk7hzfex8%UqiHk~((<#HyRJUs z!`y~#ZMql4Ml+#S9mC-5eD1+?nq_OmX+gBe8gIy5Io0)2t}%y%$O&gu@)M*w}k z+^oK(>c+y67}GsO9}e_+0n;fe_F+JelN-FA0Y`hW)pKb|!$PqS1^QgM(d#>8TC_*e zhX8$!@3~awO+@SwK#%pkzdc%SG%t8A4+i>dw^{pqBYOQlDMlXz^jY#n-vI?t^l+fh z4BX#fqlec~^}~Q3BexXV=-~zs^+SO^L%!udmD$+n1@wVHpB`+dOx5~mYe-6QDb=*jC)_8Pm=HYiec19 z%==rtIDG{a^@D*P?Z*6Nl@atlK%Xc#`?u2@6T4u(2LU}wE>edvJh^E5=zdjoxf z-0JPAhNEsG=z%~VFPG|;U9HU99yYNTjKl@{IJrf=sMLR8Mq;+57Zi9(phwD2yfR(W zRs=S&7tnhFeXQK#^*R_=GWMQ8A0t2VuQek^vIo#dyXE>bf0Ahw0(N@A%71sDk8-Wt zw^-d(#(XcJ2LOGfT;ex_Bk2A>AK^CHx#cO&2XC5RX)N!8d$1qShr71_Fsul=FVKg{ zPxPq_Th^D1-3RDHT~*_$&niP&X95K!vb}*mL@xFnYyoz90o@De5pHY8S30AXo5f=H z1o~iir^Xe}-MT85#px%l;LX+p=!4v5{xWT~{3%9v2YR@i=f6*i((UTIDOy*G4-;lG zB1+r4LeQb^HV^1_3x}1UjsJhkf8zi9^ZYLp(-YSu4oh^1Z;CI7-xD7jcjHaON-%8EUd-1NK+Qp;v1wX3v2N;(v$_0_yB3jf=MhxnzCRLOOd85n8XsKDGMgC z7-`CaNxY9VWx*sCAx&8@iT9AEESSVXq$vv~u>fhxf=RrKG-bgg-a(qOU=s6@rYxAm zJftZLCh<1Xlm(M`3u(%NNxX?PWx*ugK$@~(60ajoSulyYNK+O};x(ix3nnoKY0830 zyoxks!6aTmnzCRLFC$G^Fo~CtrYxAmi%3%zOky_Dlm(NRg*0WsBxWK_Sulwgkftn{ z#Pdi~7EEFW(v$_0cn)dGf=N6JEt5+xn8b7pN?9<8XOO1sGZarFP1$ECo@O_8<4mq=4&E%61?6j@7rjxeTHL=5D9m+P9EhwJfI3Uh4d1+{tVr4{tBeEs1rI-G~N^G#d5xH zBr0|>x(Cwl%aytP!#QIpBq_(cBfUs2dLe%vI#@knx*O8($@P9~&6qb~x+~HP1J;8w zL3H2WFx>^|1@hM~ZvWF6^OKnqW8Q@J563$r{jU5g*Z zG`5{FZ`7Ow$}Zw9ke(s`^7nu6c1#w~&5?f2ZSvQ1Ti-rg@9tJ};+Z!E^Suqy&$^bs zZ-r;D6vS?Z^z@+2UYu@<^fPX}<58FF`HAUKZp@p4*iDdr+GSd;UN_T>+p|mx#@!g{ zr{r>fXW8O(Bcz{n`4!%w!=++ZBmIP2HR z3BNTt(hth_#^_7Gv=nV4O(|vj|JpnAXep{|joNVP%rcBDNu1h zmSK7>zA`mpIg;^_V;~fAF2i|iLy~1v?R(#Ina_Q8GB~dnO8^)GI z*{rQN(@`nPW^KWkk|>+C8MGwIW^KX@Dn;3>Z!o4L%4Tf@Es3&OUxSuJ*{ltqB~dnO zJ!nak%~}U~ww_lCVgr2PKSU>H>PY-sYX+Uw%`E zU`;aUM$psr(nu$S47xMu7h+L}jD1um(9i2FeuJq8e;>{y-2WwaT^&J7LX6g0(2@|N zwFa~##AvMsEeSDNt3XRajMi76B_T%ZOVE-KqxA)7Nr=%}30e|jv{rzYgcz;mpd}$j zYZ>TfueFru{{(CDpX0T@l8kMoRaz>{|G%2*|NqZA87l9s=qB<#q_}~Y6nb&dX-rJ52*CJJQQU>wCMSA9{ zVI94;YZYn42mhhh1ebdq9MIl#k@C%{4B~_D>sKc%I`^sJvp}cpe3e0bFxrVZYoDwP z;)Cz%jjj3=mK`4Ub1Q{uppBR=?cGS=(&q)OEA${;?tK!5Sm{AGKMs1Mg9b;qs@;)C<`o6&wo88qU9e~;hS zmAb!I2JyjpdbxK^o7Y<|oJs1AT^Ym&CEBqvh!0A%V`UH@lxWAwAU-J3j+H@tP@)|x zk3pH;nU;7A%Cu)%;xQ<*8`BbxL782dmUs-x z?83CfV^F3Y(-MzCnYK(zJO*XjFfH*Il-ZeSiN~N!Yo;Y0gEBiYE%6wXX~nd}V^C&C zrX?POGA)^wcnr$yz_i3;P^Jab5|2Td2Bsw*gEI9@OFRZ;>X?>z49e6pE%6wXv6+^5 z49XDG5|2R{i)o3+piB+Z5|2Td0@D(Y!T0}<$X{0#_x`JE^Y7)K+Ft+HjIQZk*i?AE zFsVhyhSd$T8t!R0r(t-5e-ps;`a9~+tnXKE*S%Z!>$+>}j;`xmySDb_+WTtHs~u9i zgT2&#*1pv~+1}sI(L8#LCemTl-dbr*vu?M>T7505Sy(fr=BDuW!NP>XfrU2JORJx) zzO#B&PrWwM zR=0FsD%KQ{z7Kj2rw}oqGwAC<@2*$X1->t~y?#NNoXK^d+dH+9Vv5f+C0fYRwV-#? zpL*raQ6CHr#|{m;Bz+C&U7eQE6Y=Tv)u4BY8Rr=@xr%KMY8TD`XPJT{FeoqRN{rby zF2kqOSAcGlq*uFrLq%Q&8 zGG6qBr;-wv*wV$IcW{OdZ0o-*7~6mPlk^18E%X~v3n+c;?=o#kN^){QOG1!G5g2Q+P@aiDX0dTRw;^-NuLUOQ{;;EfcE>GBu;$NDWJd6 zp9crX{ojI2`ee`>BWsdLe+Tr}dU@$gctHEtg(QS2LW?kKgPt}xa6&PYGJZOo7K*xcWI0!Tfw8TN6V?j$C1Ud$^#6h5= zK}#G2ItsMJL7;DemN*D>Bxs3)Ku3UPH;v4MnJb!Y_d=alV)l29LLD%VJB{$hCHqtkf z7li)*!m5@F1^xdXYna$@SVQ~zmG#r=Z?7L)-?yIXKCGKkcT?Tyy6$z=wexGAsJ)_g zWbGdIm-Y<%PJ5i)->#+i=qb96j-f_toi*FK-#XtKYPGES(69Qp>k5&||JLf0tM{+Y z<>%!e%TLT7mT#Y1nVXioJvTPjH%C|Xy0x+}4UTn+)U~!}{wNuWf4cOhuYa1{$WZez~RQUcyRp*AE zGGlBu8K|$`e9>DSR(}%f<5f0qHW{doo*(J86&}|pUqLn*sJC7pQ4q6eHW{c_{7nm^ z2W2y1lYx5bjnR%YVVIzdW|M)M^qOd&qYRo&2HIb*FF!a^Ha43Kw4YuV?QoSbHk%Bz zuihGYs{ANT`O!4xvdKU_^xCMFnL)G3K*}kUuBI%7AQHh?<+8~@`{=cicPDEmY%)-H zrz)y4;2N(cPb%#Ll~TEEGEg_YDjGe=pxI=gu1@_4LDQ<>iRFMr*?P0dKzlp6$lH)b zv&leS)9q-VBV78`b71UEW0Qfp=+)8gSs65&4AkfpqH1s$ut;df%4L&*I_pj4z0JyK zHW{ds(^z&;$NSw${E}3MmIQTlat{V)Si%*|m`R>#iL$TU9MckIU%6FGOO$??CE(-LK0nQNGqDErD>&9p?>SLQ0FCCYxIxzeM(5LiWJUzsa-Oo_6u%=egmr=D|0E2DbdrFxrAwnp03QrOiT21WhO8!(bJXrF4Gb{ zU73rRmJ}Y!T*$Pf@KELgrX_`kGUJ(+Xx@$He2@13hLtpLWzORII1iRP`$nM_MGZ)L_ZEz!J{IU}S+nzu5iGcD1)l{t-R ziRP`$sZ2{WZ)HwlTB3O?b28Hs&0Cr8FfGx%l{txNiRP`$7^WqfcNcS_NBi9ZD{9`p z|9^OXYE@xOp+|L?zrVD4MD;HDW%;S0Cm&A+Y|jKlk^qC!&+kWi1@y4D+H>tk>`Uzt z_Aa!Hrjnu4s23Hi1=cUEE3G4}J!`(Id9miMnzL#K)YKK;FFaki-s}H=YQAT_IyXP} zMDB{*$lM-PUslaX)cKG*F4LP!-7rgaWY0lfxBtEa_Z#T{(|;qq1Nu@uuXGGOlYSfY zB~IIsk*lV|sBFJMy?aN3;lz z)?qH_@p{f~ll(d;I(9M{F^63mI=?1@m3_Q7Fev_8vZJ)KU!2>KMK)uk7_v|zx^;Zx<&o;jR24@5ISpR6~O zu37LN?2t~L`koH@J8{E2ot_5zqOrQ62phxSOk(TQjYw{P+Cqzu`(h4R&<+GrVk2h-$XOa*D=+B^! zi`c!Tv6J+lK#$U^qAjV@$NnSeWA&@8CzFsZT`urQd=+ zLT`9F_zel4!E_hlH=sxAxzV>coqig$M3|?iKud&q`ZZ{YFi*b%EfMDFNzf8uo+g8q z2=nwy&=O&u&>u}C%+uo-TO!QUW1uC%JpBT+M3|>XK}&>rdIYpYn5Tz9ON4p)IcSM6 zPm@4Pgn4=hv_zPv2SH1OdHNY>i7-zOfR+gJ^i$9hVV>>>EfMDFKF|_jp6&%L5$5S0 z&=O&u?glLp=IJib5@DY11T7Kf=?>5mVV-UWEfMCa2wEb{lV_C%H&%*-c`~3S!aUsu zS|ZHTPe4nAdAb#}M3|=^gO&*M^dry`VV-^nS|ZHTEubaBJlzahBFxiGpe4dQ-5C1+ zbN=_||NpuB|77<9JdnR2uk)>PALpLQ-I6;or>eG8%}Lb%@qblCcn6d8y-(ci-$4{^ zb3Au(K*wNj7WMIq@D3i*E4d*vzVp z6UU61u!}%fJDo}jZt%_LHA^Y~le3FJS2+!@{K3DM%$rFz%`O66sXr^-sg+H$i$GU6 zxl+pyl=fbn&`SkC)gIub(bz?x??uiRWz*~;&_w-BnaJRu_1NA{q>neY?;`jw&Ew;YaYN)8jEB8nq^gO3k>D$SBeZ6NSussq%kRzBr z*V(!A+$G+3N%;DPbRzkx+>uP56YB$9GBWxMh;HWG!wfWq-wC=LHL+Z9`1A}TC?9@90aT8!Z<;K5w4k2Ff z(cZfmCzkPKc}ZGo8tcrdA~xLYqBTkzevX31N5^JdUw!&)|)Or)h~6!nWPF3 zc6-o&(vSK|$onr>qIU!R$M{Ur$KDn6GkR8FW;a$Edl%4u(2vib^W^If-B^ik2YQNr z;N4?(eS=P|M7IU~d&#`pfc~9?-Wl|7otnva)-PT(&znh>m}IwR8viFr%|Q!6OKOhh z1knGh1dycWpx5z$NNNuH8|a54&v)h%TLArY{epkw>5@tUvRw^YB2L?R&=PUl&ViPQ z({>eTi8xK$Kug4F+6r1CPSY095^J-Y5EkeSVeJ~mS9kc zI8C2`mWb2zF=&Z6O&@`lh|}~TXo)yYi$P1oY5D-PM4YBYpe5oo{R6Z_oTm3dOT=k< z541#_rguS0^g((Jv_v1IS3yhkLHa9bi9SfLfR^ZkG#j);AEcK-OY}i{$@l+<7rG?s z|BM>n@A~&I%K8_M^(N8$PxA^iufTuY3aBDngb$rZmIl{6g;l)Q9>nf zMR-%sjvi0XmO{*=0Z9>B010 zovJOJw(WN)-G-E_hMS&NvL8MrX`+)DmF4L@g!8SGt&}JLKQnPE%78&u_MzGPeK(t zFfH*URB=zHC7y&T?!mOglTgLonU;7Gs@R@si6^0oyD=^CBvf%%rX`+)D(=Fx#FJ3P zc1%k=2~}*%w8WE8#WqY!JPB3YnQ4h9p^B}UmUt4XxD(UAiF}`A>A|Ylis`3C^o~qF zrA@RQS9*B1*plgAi^kr8>0gQH7EC{>ANMX0>a?$)LCOA<4NOngcL&|1PpL@PGyO|_ z-$8R*Pu`~~{MPh-T~jih#X6>+h|JsDDP_>LOg}E7ZKfa7Q~UWBD{&j_jIoL7U+6oI zJMGCcU*yKc8MMXpqk59p6>P*MH&k4c8m1qK%sYF%3rtHq3016STH;Cg{=Y6f{eN8l z2fOX&|7c!;<`rmOfeI@CZBwE{*av}@=n(dSpd~tlJsh+|hp>l%mgo?+16ra(*c!A% zhp-O-Ezu$Dp`ax?ggpebM2D~kgO=zJ_8`y_9l{<6TB1YP13*i32)jRMi4I}+11-@Z z?7pBSI)vQ^v_yxndxMtf5Oy!n5*@+dEzu$D2G9~6!mbA`(IM