From b92aa5c8a183973a57d0063f634f73129ecf3b18 Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Mon, 11 Nov 2024 09:43:24 +0100 Subject: [PATCH 01/23] Create runCom6Scarp.py Run file for com6RockAvalanche Scarp --- avaframe/runCom6Scarp.py | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 avaframe/runCom6Scarp.py diff --git a/avaframe/runCom6Scarp.py b/avaframe/runCom6Scarp.py new file mode 100644 index 000000000..60a92d39c --- /dev/null +++ b/avaframe/runCom6Scarp.py @@ -0,0 +1,10 @@ +#RunScarp.py + +#from scarp import run_scarp_analysis +from com6RockAvalanche.scarp import runScarpAnalysis + +# Specify the configuration file path +configFile = 'com6RockAvalanche/scarpCfg.ini' + +# Call the scarp analysis function +runScarpAnalysis(configFile) From 7a3c84cbea1f093504edd12ad78f77c80eaa7eee Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Mon, 11 Nov 2024 09:47:35 +0100 Subject: [PATCH 02/23] Create scarpCfg.ini Config-File for scarp.py --- avaframe/com6RockAvalanche/scarpCfg.ini | 57 +++++++++++++++++++++++++ 1 file changed, 57 insertions(+) create mode 100644 avaframe/com6RockAvalanche/scarpCfg.ini diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini new file mode 100644 index 000000000..5b841f51c --- /dev/null +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -0,0 +1,57 @@ +[INPUT] +# Input DEM raster file path (ASCII or GeoTIFF) +elevation = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln.asc +#elevation = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln.asc + +# Input perimeter raster file path (ASCII or GeoTIFF) +perimeter = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_release.asc +#perimeter = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_release.asc + +[OUTPUT] +# Output scarp raster file path (ASCII or GeoTIFF) +elevscarp = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_scarp_output_1.asc +#elevscarp = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_scarp_output_3.asc + +# Output release height raster file path (ASCII or GeoTIFF) +hrelease = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_release_output_1.asc +#hrelease = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_release_output_3.asc + +[SETTINGS] +# Choose the method: 'plane' or 'ellipsoid' +method = ellipsoid + +# Path to shapefile containing feature coordinates (optional) +# If provided, the script will use this shapefile instead of the 'features' string +shapefile = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\coordinates.shp +#shapefile = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\coordinates.shp + +# Path to shapefile containing perimeter features (optional) +# If provided, the script will use this shapefile instead of the 'perimeter' raster +perimeter_shapefile = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\perimeter.shp +#perimeter_shapefile = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\perimeter.shp + +# Features for planes or ellipsoids (comma-separated) +# This is used only if 'shapefile' is not provided. +# +# For 'plane' method: Define multiple planes by listing xseed, yseed, zseed, dip, slope for each plane. +# Example for three planes: +# features = x1,y1,z1,dip1,slope1,x2,y2,z2,dip2,slope2,x3,y3,z3,dip3,slope3 +# +# For 'ellipsoid' method: Define multiple ellipsoids by listing x_center, y_center, max_depth, semi_major_axis, semi_minor_axis for each ellipsoid. +# Example for two ellipsoids: +# features = x1,y1,depth1,a1,b1,x2,y2,depth2,a2,b2 +features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 + +# Additional settings when using shapefile for feature coordinates +# These settings provide the other parameters required for each feature +# Ensure that the number of parameters matches the number of features in the shapefile + +# For 'plane' method: +planes_zseed = 920,850,850 +planes_dip = 0,90,270 +planes_slope = 0,50,50 + +# For 'ellipsoid' method: +ellipsoids_max_depth = 80,70,50 +ellipsoids_semi_major = 50,60,50 +ellipsoids_semi_minor = 50,40,50 From 0d10f18b8e00e24b45714263948d39a8fd94e716 Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Mon, 11 Nov 2024 09:48:46 +0100 Subject: [PATCH 03/23] Create scarp.py Scarp.py creates scarps, that can be used as an Input for com6RockAvalanche --- avaframe/com6RockAvalanche/scarp.py | 310 ++++++++++++++++++++++++++++ 1 file changed, 310 insertions(+) create mode 100644 avaframe/com6RockAvalanche/scarp.py diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py new file mode 100644 index 000000000..e78bd8fa4 --- /dev/null +++ b/avaframe/com6RockAvalanche/scarp.py @@ -0,0 +1,310 @@ +import rasterio +import numpy as np +import math +import configparser +import shapefile +import pathlib +import logging +from in2Trans.shpConversion import SHP2Array +from in2Trans.shpConversion import getSHPProjection +from rasterio.features import rasterize +from shapely.geometry import shape, mapping + +# Configure logging +logging.basicConfig(level=logging.DEBUG) +log = logging.getLogger(__name__) + +def runScarpAnalysis(configFile): + """Run the scarp analysis using parameters from an .ini configuration file. + + Parameters + ---------- + config_file : str + Path to the configuration file in .ini format. + + Returns + ------- + None + """ + config = configparser.ConfigParser() + config.read(configFile) + + # Read input parameters from the configuration file + elevation = config['INPUT']['elevation'] + perimeterInput = config['INPUT']['perimeter'] + elevScarp = config['OUTPUT']['elevscarp'] + hRelease = config['OUTPUT']['hrelease'] + method = config['SETTINGS']['method'].lower() + features = config['SETTINGS'].get('features', '') + shapefilePath = config['SETTINGS'].get('shapefile', '').strip() + perimeterShapefilePath = config['SETTINGS'].get('perimeter_shapefile', '').strip() + + # Initialize feature parameters + planeFeatures = [] + ellipsoidFeatures = [] + + with rasterio.open(elevation) as elevSrc: + elevData = elevSrc.read(1) + elevTransform = elevSrc.transform + elevCRS = elevSrc.crs + n, m = elevData.shape + res = elevTransform[0] + + periData = readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, (n, m), elevCRS) + + if shapefilePath: + SHPdata = SHP2Array(shapefilePath) + log.debug("Feature shapefile data loaded: %s", SHPdata) + + if method == 'plane': + planesZseed = list(map(float, config['SETTINGS']['planes_zseed'].split(','))) + planesDip = list(map(float, config['SETTINGS']['planes_dip'].split(','))) + planesSlope = list(map(float, config['SETTINGS']['planes_slope'].split(','))) + + if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata['nFeatures']): + raise ValueError("Mismatch between number of shapefile features and plane parameters in the .ini file.") + + for i in range(SHPdata['nFeatures']): + xSeed = SHPdata['x'][int(SHPdata['Start'][i])] + ySeed = SHPdata['y'][int(SHPdata['Start'][i])] + zSeed = planesZseed[i] + dip = planesDip[i] + slopeAngle = planesSlope[i] + planeFeatures.extend([xSeed, ySeed, zSeed, dip, slopeAngle]) + + features = ','.join(map(str, planeFeatures)) + log.debug("Plane features extracted and combined: %s", features) + + elif method == 'ellipsoid': + ellipsoidsMaxDepth = list(map(float, config['SETTINGS']['ellipsoids_max_depth'].split(','))) + ellipsoidsSemiMajor = list(map(float, config['SETTINGS']['ellipsoids_semi_major'].split(','))) + ellipsoidsSemiMinor = list(map(float, config['SETTINGS']['ellipsoids_semi_minor'].split(','))) + + if not (len(ellipsoidsMaxDepth) == len(ellipsoidsSemiMajor) == len(ellipsoidsSemiMinor) == SHPdata['nFeatures']): + raise ValueError("Mismatch between number of shapefile features and ellipsoid parameters in the .ini file.") + + for i in range(SHPdata['nFeatures']): + xCenter = SHPdata['x'][int(SHPdata['Start'][i])] + yCenter = SHPdata['y'][int(SHPdata['Start'][i])] + maxDepth = ellipsoidsMaxDepth[i] + semiMajor = ellipsoidsSemiMajor[i] + semiMinor = ellipsoidsSemiMinor[i] + ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor]) + + features = ','.join(map(str, ellipsoidFeatures)) + log.debug("Ellipsoid features extracted and combined: %s", features) + + else: + if not features: + raise ValueError("No features provided. Please specify features in the .ini file or provide a shapefile.") + + scarpData = np.zeros_like(elevData, dtype=np.float32) + hRelData = np.zeros_like(elevData, dtype=np.float32) + + if method == 'plane': + scarpData = calculateScarpWithPlanes(elevData, periData, elevTransform, features) + elif method == 'ellipsoid': + scarpData = calculateScarpWithEllipsoids(elevData, periData, elevTransform, features) + else: + raise ValueError("Unsupported method. Choose 'plane' or 'ellipsoid'.") + + hRelData = elevData - scarpData + saveRaster(elevScarp, scarpData, elevTransform, elevCRS) + saveRaster(hRelease, hRelData, elevTransform, elevCRS) + +def readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, elevShape, elevCRS): + """Read perimeter from raster or shapefile and return as numpy array. + + Parameters + ---------- + perimeter_input : str + Path to the perimeter raster file. + perimeter_shapefile_path : str + Path to the perimeter shapefile. + elev_transform : Affine + Affine transformation of the elevation raster. + elev_shape : tuple + Shape (height, width) of the elevation raster. + elev_crs : rasterio.crs.CRS + Coordinate Reference System of the elevation raster. + + Returns + ------- + periData : np.ndarray + 2D array representing the perimeter mask. + """ + if perimeterShapefilePath: + log.debug("Processing perimeter shapefile: %s", perimeterShapefilePath) + SHPdata = SHP2Array(perimeterShapefilePath) + log.debug("Perimeter shapefile data loaded: %s", SHPdata) + + shapes = [] + for i in range(SHPdata['nFeatures']): + start = int(SHPdata['Start'][i]) + length = int(SHPdata['Length'][i]) + coords = [(SHPdata['x'][j], SHPdata['y'][j]) for j in range(start, start + length)] + poly = shape({'type': 'Polygon', 'coordinates': [coords]}) + shapes.append(poly) + + periData = rasterize( + [(mapping(poly), 1) for poly in shapes], + out_shape=elevShape, + transform=elevTransform, + fill=0, + all_touched=True, + dtype=np.uint8 + ) + log.debug("Perimeter shapefile rasterized.") + + elif perimeterInput.lower().endswith(('.tif', '.tiff', '.asc')): + log.debug("Reading perimeter raster: %s", perimeterInput) + with rasterio.open(perimeterInput) as periSrc: + periData = periSrc.read(1) + log.debug("Perimeter raster loaded.") + else: + raise ValueError("Unsupported perimeter input format. Provide a raster (.tif, .asc) or a shapefile (.shp).") + + return periData + +def calculateScarpWithPlanes(elevData, periData, elevTransform, planes): + """Calculate the scarp using sliding planes. + + Parameters + ---------- + elevData : np.ndarray + The elevation data as a 2D array. + periData : np.ndarray + The perimeter data as a 2D array, which defines the extent of the scarp. + elevTransform : Affine + The affine transformation matrix of the raster (used to convert pixel to geographic coordinates). + planes : str + Comma-separated string defining sliding planes (xseed, yseed, zseed, dip, slope). + + Returns + ------- + np.ndarray + A 2D array with the calculated scarp values. + """ + n, m = elevData.shape + scarpData = np.zeros_like(elevData, dtype=np.float32) + + planes = list(map(float, planes.split(','))) + nPlanes = int(len(planes) / 5) + + xSeed = [planes[0]] + ySeed = [planes[1]] + zSeed = [planes[2]] + dip = [planes[3]] + slope = [planes[4]] + + betaX = [math.tan(math.radians(slope[0])) * math.cos(math.radians(dip[0]))] + betaY = [math.tan(math.radians(slope[0])) * math.sin(math.radians(dip[0]))] + + for i in range(1, nPlanes): + xSeed.append(planes[5 * i]) + ySeed.append(planes[5 * i + 1]) + zSeed.append(planes[5 * i + 2]) + dip.append(planes[5 * i + 3]) + slope.append(planes[5 * i + 4]) + betaX.append(math.tan(math.radians(slope[i])) * math.cos(math.radians(dip[i]))) + betaY.append(math.tan(math.radians(slope[i])) * math.sin(math.radians(dip[i]))) + + for row in range(n): + for col in range(m): + west, north = rasterio.transform.xy(elevTransform, row, col, offset='center') + scarpVal = zSeed[0] + (north - ySeed[0]) * betaY[0] - (west - xSeed[0]) * betaX[0] + for k in range(1, nPlanes): + scarpVal = max(scarpVal, zSeed[k] + (north - ySeed[k]) * betaY[k] - (west - xSeed[k]) * betaX[k]) + + if periData[row, col] > 0: + scarpData[row, col] = min(elevData[row, col], scarpVal) + else: + scarpData[row, col] = elevData[row, col] + + return scarpData + +def calculateScarpWithEllipsoids(elevData, periData, elevTransform, ellipsoids): + """Calculate the scarp using sliding circles (rotational ellipsoids). + + Parameters + ---------- + elevData : np.ndarray + The elevation data as a 2D array. + periData : np.ndarray + The perimeter data as a 2D array, which defines the extent of the scarp. + elevTransform : Affine + The affine transformation matrix of the raster (used to convert pixel to geographic coordinates). + ellipsoids : str + Comma-separated string defining ellipsoids (x_center, y_center, max_depth, semi_major_axis, semi_minor_axis). + + Returns + ------- + np.ndarray + A 2D array with the calculated scarp values. + """ + n, m = elevData.shape + scarpData = np.zeros_like(elevData, dtype=np.float32) + + ellipsoids = list(map(float, ellipsoids.split(','))) + nEllipsoids = int(len(ellipsoids) / 5) + + xCenter = [ellipsoids[0]] + yCenter = [ellipsoids[1]] + maxDepth = [ellipsoids[2]] + semiMajor = [ellipsoids[3]] + semiMinor = [ellipsoids[4]] + + for i in range(1, nEllipsoids): + xCenter.append(ellipsoids[5 * i]) + yCenter.append(ellipsoids[5 * i + 1]) + maxDepth.append(ellipsoids[5 * i + 2]) + semiMajor.append(ellipsoids[5 * i + 3]) + semiMinor.append(ellipsoids[5 * i + 4]) + + for row in range(n): + for col in range(m): + west, north = rasterio.transform.xy(elevTransform, row, col, offset='center') + scarpVal = elevData[row, col] + for k in range(nEllipsoids): + x2 = ((west - xCenter[k]) / semiMajor[k]) ** 2 + y2 = ((north - yCenter[k]) / semiMinor[k]) ** 2 + if x2 + y2 < 1: + scarpVal = min(scarpVal, elevData[row, col] - maxDepth[k] * (1 - (x2 + y2))) + if periData[row, col] > 0: + scarpData[row, col] = scarpVal + else: + scarpData[row, col] = elevData[row, col] + + return scarpData + +def saveRaster(filename, data, transform, crs): + """Save raster data to a specified format. + + Parameters + ---------- + output_path : str + The file path where the output raster will be saved. + data : np.ndarray + The 2D array of data to be saved. + elevTransform : Affine + The affine transformation matrix of the elevation raster. + elevCRS : rasterio.crs.CRS + The Coordinate Reference System of the elevation raster. + + Returns + ------- + None + """ + with rasterio.open( + filename, + 'w', + driver='GTiff', + height=data.shape[0], + width=data.shape[1], + count=1, + dtype=data.dtype, + crs=crs, + transform=transform, + ) as dst: + dst.write(data, 1) + log.debug("Raster saved: %s", filename) From 84f47aa41b651959862570896c6c61ede8d1fc1f Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Sun, 22 Dec 2024 10:55:27 +0100 Subject: [PATCH 04/23] com6RockAvalanche: update scarp.py, runCom6Scarp.py & scarpCfg.ini, add readme --- avaframe/com6RockAvalanche/ReadMe.txt | 34 +++++++++++++ avaframe/com6RockAvalanche/scarp.py | 10 ++-- avaframe/com6RockAvalanche/scarpCfg.ini | 42 +++++++-------- avaframe/runCom6Scarp.py | 68 ++++++++++++++++++++++--- 4 files changed, 120 insertions(+), 34 deletions(-) create mode 100644 avaframe/com6RockAvalanche/ReadMe.txt diff --git a/avaframe/com6RockAvalanche/ReadMe.txt b/avaframe/com6RockAvalanche/ReadMe.txt new file mode 100644 index 000000000..e720de481 --- /dev/null +++ b/avaframe/com6RockAvalanche/ReadMe.txt @@ -0,0 +1,34 @@ +How to use com6scarp: + +In the main configuration file avaframeCfg.ini: +-set path to the scarpCfg configuration file in the MAIN section +-e.g: configFile = com6RockAvalanche/scarpCfg.ini + +Prepare scarp configuration file: + +- Input: +o elevation: File path to the DEM (ASCII or GeoTIFF), which serves as the basis for calculating the scarp. +o perimeter: File path to the perimeter file (ASCII or GeoTIFF). This specifies the boundary area within which scarps are calculated. +o shapefile (optional): The path to a shapefile containing point geometries can be specified here. These points represent the centers of the ellipsoids or planes. If a shapefile is specified, the coordinates (x,y) of these points are used. +o perimeter_shapefile (optional): ): The path to a shapefile can be specified here, which specifies a boundary area instead of the perimeter ASCII file. +o features: A list of parameters that define the planes and ellipsoids is specified here. The list is only used if no shapefile is specified. Depending on whether the planes or ellipsoid method is used, the list must have a different form: +  Planes: features = x1,y1,z1,dip1,slope1,x2,y2,z2,dip2,... +  Ellipsoid: features = x1,y1,depth1,a1,b1,x2,y2,... +- Output: +o elevscarp: File path to the output DEM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarps +o hrelease: File path to the output DEM (ASCII or GeoTIFF), which represents the calculated scarp volumes + +- Settings: +o method: Here you specify whether the plane or the ellipsoid method should be used +o If a shapefile is specified, the following parameters must also be defined: +  For the plane method: + - Planes_zseed: z1,z2,... + - Planes_dip: dip1, dip2,... + - Planes_slope: slope1, slope2... +  For the ellipsoid method: + - ellipsoids_max_depth: max_depth1, max_depth2,... + - ellipsoids_semi_major: semi_major1, semi_major,... + - ellipsoids_semi_minor: semi_minor1, semi_minor2,... +  It is important to note that the number of parameters specified must correspond to the number of point features specified in the shapefile. The order must also be observed. For example, Planes_zseed z1 is assigned to the point with ID = 1. + +If all the data is provided successfully, start the script by running runCom6Scarp.py \ No newline at end of file diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index e78bd8fa4..bce5194ef 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -28,16 +28,18 @@ def runScarpAnalysis(configFile): """ config = configparser.ConfigParser() config.read(configFile) - + # Read input parameters from the configuration file elevation = config['INPUT']['elevation'] perimeterInput = config['INPUT']['perimeter'] + shapefilePath = config['INPUT'].get('shapefile', '').strip() + perimeterShapefilePath = config['INPUT'].get('perimeter_shapefile', '').strip() + features = config['INPUT'].get('features', '') + elevScarp = config['OUTPUT']['elevscarp'] hRelease = config['OUTPUT']['hrelease'] + method = config['SETTINGS']['method'].lower() - features = config['SETTINGS'].get('features', '') - shapefilePath = config['SETTINGS'].get('shapefile', '').strip() - perimeterShapefilePath = config['SETTINGS'].get('perimeter_shapefile', '').strip() # Initialize feature parameters planeFeatures = [] diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini index 5b841f51c..6f38f949d 100644 --- a/avaframe/com6RockAvalanche/scarpCfg.ini +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -1,34 +1,17 @@ [INPUT] # Input DEM raster file path (ASCII or GeoTIFF) -elevation = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln.asc -#elevation = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln.asc +elevation = # Input perimeter raster file path (ASCII or GeoTIFF) -perimeter = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_release.asc -#perimeter = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_release.asc - -[OUTPUT] -# Output scarp raster file path (ASCII or GeoTIFF) -elevscarp = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_scarp_output_1.asc -#elevscarp = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_scarp_output_3.asc - -# Output release height raster file path (ASCII or GeoTIFF) -hrelease = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_release_output_1.asc -#hrelease = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_release_output_3.asc - -[SETTINGS] -# Choose the method: 'plane' or 'ellipsoid' -method = ellipsoid +perimeter = # Path to shapefile containing feature coordinates (optional) # If provided, the script will use this shapefile instead of the 'features' string -shapefile = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\coordinates.shp -#shapefile = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\coordinates.shp +shapefile = # Path to shapefile containing perimeter features (optional) # If provided, the script will use this shapefile instead of the 'perimeter' raster -perimeter_shapefile = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\perimeter.shp -#perimeter_shapefile = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\perimeter.shp +perimeter_shapefile = # Features for planes or ellipsoids (comma-separated) # This is used only if 'shapefile' is not provided. @@ -42,14 +25,25 @@ perimeter_shapefile = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\p # features = x1,y1,depth1,a1,b1,x2,y2,depth2,a2,b2 features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 +[OUTPUT] +# Output scarp raster file path (ASCII or GeoTIFF) +elevscarp = + +# Output release height raster file path (ASCII or GeoTIFF) +hrelease = + +[SETTINGS] +# Choose the method: 'plane' or 'ellipsoid' +method = plane + # Additional settings when using shapefile for feature coordinates # These settings provide the other parameters required for each feature # Ensure that the number of parameters matches the number of features in the shapefile # For 'plane' method: -planes_zseed = 920,850,850 -planes_dip = 0,90,270 -planes_slope = 0,50,50 +planes_zseed = 1090 +planes_dip = 180 +planes_slope = 70 # For 'ellipsoid' method: ellipsoids_max_depth = 80,70,50 diff --git a/avaframe/runCom6Scarp.py b/avaframe/runCom6Scarp.py index 60a92d39c..583c846ec 100644 --- a/avaframe/runCom6Scarp.py +++ b/avaframe/runCom6Scarp.py @@ -1,10 +1,66 @@ -#RunScarp.py -#from scarp import run_scarp_analysis +""" + Run script for scarp analysis + In this runscript, the path to the scarp configuartion File has to be defined in the main config file +""" + +import pathlib +import argparse + +# Local imports from com6RockAvalanche.scarp import runScarpAnalysis +from avaframe.in3Utils import cfgUtils +from avaframe.in3Utils import logUtils +from avaframe.in3Utils import initializeProject as initProj + + +def runScarpAnalysisWorkflow(configFile=''): + """Run the scarp analysis workflow. + + Parameters + ---------- + configFile : str + Path to the configuration file in .ini format. + + Returns + ------- + None + """ + + logName = 'runScarpAnalysis' + + # Load general configuration file + cfgMain = cfgUtils.getGeneralConfig() + + # Load configuration file path from general config if not provided + if configFile != '': + cfgMain['MAIN']['configFile'] = configFile + else: + configFile = cfgMain['MAIN']['configFile'] + + configFile = pathlib.Path(configFile) + + # Start logging + log = logUtils.initiateLogger(configFile.parent, logName) + log.info('MAIN SCRIPT') + log.info('Using configuration file: %s', configFile) + + # Clean input directory(ies) of old work files + initProj.cleanSingleAvaDir(configFile.parent, deleteOutput=False) + + # Run the scarp analysis + runScarpAnalysis(str(configFile)) + + log.info('Scarp analysis completed successfully.') + + return + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Run scarp analysis workflow') + parser.add_argument('configFile', metavar='c', type=str, nargs='?', default='', + help='Path to the scarp configuration file') -# Specify the configuration file path -configFile = 'com6RockAvalanche/scarpCfg.ini' + args = parser.parse_args() + runScarpAnalysisWorkflow(str(args.configFile)) -# Call the scarp analysis function -runScarpAnalysis(configFile) From f7517ceaefeeb436374f5c7f82c92088dde323d6 Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Wed, 29 Jan 2025 14:53:59 +0100 Subject: [PATCH 05/23] Minor code cleanup --- avaframe/com6RockAvalanche/scarp.py | 20 ++++++++------------ 1 file changed, 8 insertions(+), 12 deletions(-) diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index bce5194ef..e69a80011 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -2,11 +2,8 @@ import numpy as np import math import configparser -import shapefile -import pathlib import logging -from in2Trans.shpConversion import SHP2Array -from in2Trans.shpConversion import getSHPProjection +from avaframe.in2Trans.shpConversion import SHP2Array from rasterio.features import rasterize from shapely.geometry import shape, mapping @@ -19,7 +16,7 @@ def runScarpAnalysis(configFile): Parameters ---------- - config_file : str + configFile : str Path to the configuration file in .ini format. Returns @@ -50,7 +47,6 @@ def runScarpAnalysis(configFile): elevTransform = elevSrc.transform elevCRS = elevSrc.crs n, m = elevData.shape - res = elevTransform[0] periData = readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, (n, m), elevCRS) @@ -119,15 +115,15 @@ def readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, elevSha Parameters ---------- - perimeter_input : str + perimeterInput : str Path to the perimeter raster file. - perimeter_shapefile_path : str + perimeterShapefilePath : str Path to the perimeter shapefile. - elev_transform : Affine - Affine transformation of the elevation raster. - elev_shape : tuple + elevTransform : Affine + transformation of the elevation raster. + elevShape : tuple Shape (height, width) of the elevation raster. - elev_crs : rasterio.crs.CRS + elevCrs : rasterio.crs.CRS Coordinate Reference System of the elevation raster. Returns From 9881144e3bc6e6c9d2f10906fd8ce65f1ccc567a Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Thu, 24 Apr 2025 12:53:27 +0200 Subject: [PATCH 06/23] feat(com6-rock-avalanche): refactor scarp analysis workflow - Refactored `runCom6Scarp.py` to accept an input directory instead of a configuration file path. - Added TODO comments for further improvements in `scarp.py`, `scarpCfg.ini`, and `runCom6Scarp.py` regarding default parameter handling and output file management. --- avaframe/com6RockAvalanche/scarp.py | 9 +++-- avaframe/com6RockAvalanche/scarpCfg.ini | 4 ++ avaframe/data/scarpExample/Inputs/Molln.tif | Bin 0 -> 400657 bytes .../Inputs/POINTS/scarp_coordinates.dbf | Bin 0 -> 77 bytes .../Inputs/POINTS/scarp_coordinates.shp | Bin 0 -> 128 bytes .../Inputs/POINTS/scarp_coordinates.shx | Bin 0 -> 108 bytes .../Inputs/POLYGONS/scarp_perimeter.dbf | Bin 0 -> 77 bytes .../Inputs/POLYGONS/scarp_perimeter.shp | Bin 0 -> 236 bytes .../Inputs/POLYGONS/scarp_perimeter.shx | Bin 0 -> 108 bytes avaframe/runCom6Scarp.py | 37 +++++++++--------- 10 files changed, 29 insertions(+), 21 deletions(-) create mode 100644 avaframe/data/scarpExample/Inputs/Molln.tif create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.dbf create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.shp create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.shx create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarp_perimeter.dbf create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarp_perimeter.shp create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarp_perimeter.shx diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index e69a80011..f088e899a 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -12,6 +12,7 @@ log = logging.getLogger(__name__) def runScarpAnalysis(configFile): + # TODO: rename this to scarpMain or similar """Run the scarp analysis using parameters from an .ini configuration file. Parameters @@ -25,17 +26,18 @@ def runScarpAnalysis(configFile): """ config = configparser.ConfigParser() config.read(configFile) - + # Read input parameters from the configuration file elevation = config['INPUT']['elevation'] perimeterInput = config['INPUT']['perimeter'] shapefilePath = config['INPUT'].get('shapefile', '').strip() perimeterShapefilePath = config['INPUT'].get('perimeter_shapefile', '').strip() features = config['INPUT'].get('features', '') - + + # TODO: outputs should go to Outputs/com6RockAvalanche, so these configs should be removed elevScarp = config['OUTPUT']['elevscarp'] hRelease = config['OUTPUT']['hrelease'] - + method = config['SETTINGS']['method'].lower() # Initialize feature parameters @@ -276,6 +278,7 @@ def calculateScarpWithEllipsoids(elevData, periData, elevTransform, ellipsoids): return scarpData def saveRaster(filename, data, transform, crs): + # TODO: use the functions we have in avaframe.in3Utils.rasterUtils.writeResultToRaster """Save raster data to a specified format. Parameters diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini index 6f38f949d..0ef5dc1d4 100644 --- a/avaframe/com6RockAvalanche/scarpCfg.ini +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -26,6 +26,7 @@ perimeter_shapefile = features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 [OUTPUT] +# TODO See comment in code. i.e remove the output definition and always write to Outputs/com6Rockavalanche # Output scarp raster file path (ASCII or GeoTIFF) elevscarp = @@ -40,6 +41,9 @@ method = plane # These settings provide the other parameters required for each feature # Ensure that the number of parameters matches the number of features in the shapefile +#TODO: is there anyway to set default here when using shapefiles? Or could we include this from the shapefile? As +attributes? + # For 'plane' method: planes_zseed = 1090 planes_dip = 180 diff --git a/avaframe/data/scarpExample/Inputs/Molln.tif b/avaframe/data/scarpExample/Inputs/Molln.tif new file mode 100644 index 0000000000000000000000000000000000000000..8bb45fc2c7e29c6d1754cdd5cc0bc2a9348a36b5 GIT binary patch literal 400657 zcmcG%e_WT<{r`U?MvjQc85tR!jM2!5%#m|u93nC@V=QLQ$eoPLn3*$jMlO#TBQs(| z%p5b08MzoaGcqHiGjhzxH`$nT^`AQb|NsA0NB-8k7YK1?wh#qci0YLQ z{d7dPMs!a^|2v}39VO13HcAxC9VM#oA0^&>Dx!Bp^!|wcETYef5@%*ciGso?QGIWe zc=w5j-WJjCM)W@;`ixV=nHi^uf*Vf})pwsF-hC{hna5Bi6Z!W1ZxpVSQ-z3}*suN_IsIT%^otdVkt(A` zzgQ715=Bhp(i$Zmzfi<|#VKXcVA_SVX5`5XnSI~ArAzO+P2OJ5fj%XZ9QqFEHeO2(+)NJs7*zA`2W|T!pe*_&=r`AarfnTrQVZ&Y zDp1ZX2i>xVKsEny&?Is@HKmF5R=-Xjco%dtkAuG8)W^R1+%7p8l-*N6rEda7N_sMBppxeOXrSuEXs`q!GFWU^7 zvA+iOf-+FfDPlbPyP

=!d?Q1yNY$_$qK32EGJT`uV^2UX@dplJFW z_1*42lY_5uKl5HB=WhjdJhdBmh4IXG(5LIfcnTR>fG;xYRw&>pT+A_7L`If$>XOcb9+^p zg}4~Lg7t^ykty|z?|+ZF;4+*?mv;#$i!K1|5^B3^I^$cv2bzToK(TK%=r?VmUeyM= z-G3ox9s!N}4D>5bef+EY!*3b`spk2Hk6vNLk9{&pC zNxMMVv!CVrKL_2?#46m6J2F7G`+Cr>FD92f0IJ@{SU#`@lm{w6vHxLm)q{*zECb!f zJILhkfx0RSG_~IZRb~Px(uVl?X7qxlww<4AU@NGrenn1u2oz#5Xlj2*J$nXdk52)8 zYAVZ1&SrevDWKcHcEM!#;yA1AeoA5&Iuvz1UmH-b~O;KO2-4 zui^S|$xrZl=~@VynrlG2M6!It7rYOW{|f5(?Vy~)_FApE589{R1lrsySRQjWDE58! z=vU`SP5CP*qFMs$K)H1pXxtA#zhW}WSB;@QIk*PfPwoLt?QYPgYz1Y-FF`x5jI1jn zmncvjya3dPz6OfMqmN*J^WFjFwin6OHH=UBDd;B@fnud%dG|%sU8jSp_e8~4`!VkC zpl^5wlohXoYVr%9&D{Ws{f~lf*?pkg@*~E(@<7`^i8}pkP&NPi=U?sLl^zDw{I@`x zv;{P+HK1sG0Mu2QEmim0nb;@_Zc4`^-jjc@EwTz zf@Lfp41U~O1Fd&%BolrM+PdF>zF;$`rm)!Z+VM)zXwgp zzd=9YY+jFhGC)7!I#9RV28xyUgEHn9pgHp-`WpVQA`KSZQYV|nT%&?H_;oj)1WJI(>^ z;yAJ|f#sdCpjkMG6CZY1p5sVY{Z{CUgJAH-IwcF3`3=M7{cH(3J2x^1)Y44dc3)?WW(%>rO=7i~4TQ z5^k4u5BIahfNE_eXvf!3Z?6Ky%4LinXTQj8_#w1z;pfqZo@M>Dqjdr@H{TM6I8J)LU|47_r6HoLI1EhAF*Dgz;!61&La0u0R7M;(B@1B-HGc# zxw?qlvIO+`^l`tb4%)Q72&(2kg8I<=pv?FOb@4wzKkE$msqMQA)Gf0>bM!~lQ||*s z<1ZMm{Wa+G>p?fOj+DOwWz3W0q(>MZxE~Zv3#gZUpWJvQs251kZypVb{R8-1Chc1Z`(h> z`7nuHppJiuObG2z+&t=P_TP2!IA~GWkLyIveU6;N{-;RGhjty8@;Zu(1;xa}yl*D4 zzipG)PRkyHxEXsJ=o_*@w=5adNB%><&VHZ%JhT&(JsUtba|NhI&jrQAX`o$l0pnBR zKvVlK`tihW(AKqre#nx0A0j6#07c_?cGZ&Sx4vwZq!>J0k2?D+sb?DM-pS=0`ih0Tno)Ptg{g7HO5saF<(x+;gP z{uby?oDSOc{qSMAdOzrPzYgjn&wxJVQP3P+0?LdZP}g1w+V%@UkrqpR{6{=L$@!ql zoD16A5>WQsMLj;~ZFf^IUImKbYS1lvmb!^P?uTBb-q!;9P3-sS_-1Gs&3a;g$iwHd z-1fbMay$Ny+QGO=w@h_EMIg3oSFgK?c89+oPb}(tq>sc7Fnzv3o#W{Va9j1E5{c z&n+{GSbl``WecIjY-%+n^jl_K$?daAy@0+iCnX`Sn!ip~ein{nIDTvPKu5;)$n2gxjet3=_16CF& z#hxReU(S5r4fZjf%>JJni00o*J&XIv{uXGLFb|d)h0tEj}bK5p825Emg2m*vcd zRpog4YCU~i?7IQlteX$oCG=r^_)%!JW+Urw*!F*D$G-$^TqCG=JV(8bK5y2og&x_T z+{%1k2>v}e=L(d|1LuD%W(ubiN5ZZZR7VTdkAtpbC1?^ClQp-3 za!Vd)*Iz-lUj&M%BUg$?DvtS%oXhLp=O>|DR(y*4MRc)WY!jQUUwc0F`Y6zEJ_28s2bibJ)s58MYw6dA7lCeY z7HAe-2CB8+07d#>@Z)a!@wT0yn*0pt_dd$<#Gg>FmeACdv1$}3 z%Ri+L_ZhhT1h_ozdnQbLeSKVVflXMhr0R*j;qRi6Lh;9c)Z82V0>~8IXV;6Eo?{J#_zLU z`|Y6HeGe#xncwPS_6JPOEiA8Rzd-e-LYuMdALv6d(6S=1`xI!OO5e9j#!)vg|F?D1 zpjGqrjOVleV2|_fiHYTin`69wY!ZD|&h0>4hxrJz=oqxy!|yM;-r@dcIZ*7|3Ci+U zK~wS)<4rA~-}^T8#C_D8{)bFu|3IzX3@r~lL-sH)7md80-O@iJ?&^7dL=$~nbUhZ% z*Q4Zew)g9DRn!bFaI}#}S!3N>2)aE_QMYoO!W=DymgTpzT=KZ8-fN(J%2kXHTn>t1 z_Ve{&=I{O_=jp`kPMjyx#{QU}^*GPpylX()9`bW>9M{K4f75NOp$_e&TXrq9Z#W+m z>72*%%im=?e30{2wx9W$(n}DR6&$ZMHJ7t}p1^T;S~eT=aavpp12B> z8FzqcejaESUjq7ucu*(w!Iy3OyPz)KMxFa4Xr?bC7yb|wUDK#*lgSbh_#u5c@h$rB z>TP8AQ-P~k?(POf`puxtp|7j$%-7vu3gZ6cS)fb)I=OU^zTDOey1YMvqHqftwGOnq z9svD>F#f*kno#dzP>(qSGz&k4AKM(}={_~&>G2yGpHU8~d5b`o{C&{0O`+a%F6f7z z;`ysA2i+j&OKkgMXyaBhKJW|b+Q))k3+k3IPTox)H`(-Ok;eSmhw)HT+l~5i%Ym?; z{oIe_c&JF{e5j0JJ(tY9+>{KVp4uLd>&`A_d#*;)7fcrOavgsk%1zB{PPkI#ABJk>%q!9%t(cq1`gx=WfGH)|;C{9{4V(dL?LT*>87C`Sq?SA(i|BB-au zgR&^J8}alz*Rg@edole{&JFW+)9K5$|4x*PMxHM>b2ZOP(c_?stpm-`UxPZn4D_9I z7+-fa=mstWN$T_?&^q30~SDDPe<+e%O?pQYC&CJ8?V&>uU0Q(QVppx~n*dKBA z^k3Ec7UFK;?_}N}C@V(e`-_!PteU-2RLGyQ1Tj{Qg5z8~7=dT^wk%s9dNt=zBD zpFry)e_?z&kE_ig%|iAA{N_(lu3~5L?>DXlRWrwpR3)ziyO`tYHs=kNuXz{rDI7;~ z8#t~Wxest%*__FsuD*dhbPwq2nRm-ARnVe~W$ESjB=2i61rXP}pKLO43)#M_Mmz!hEvwg#BthcHY)C=Atcl-_Xsnou6AG9f9 zJvXq6<@wt|+0F5Jv+i+dr8&Q@Cf~+-d#`0Y_HxjU=Qz9&p&zo2^ZdH_LwsLzY#+aO zLOW=4UjkJo`!~9(lJydQ2Ks`fpqz6@(3<7Pen_^mpYQ6&L)-Sxao)^W&ac~XJg;(f z4dSAa?Ujz70__HdaDDi_Z1=>zFkVz&!s}*!4k%{R&wUxku}mx5UsJ+$DK2>f+v~9p zfU@XTP;_O1`p|`B%c-E6!aUs#yhWcr*+g!xCJRbI)g0#28#1A7eo+HmYd)n9Z`u!*JX<2b*L`~P4-A$z5rSuUJ1&r>#28a16@7aL9y}>v>pEi>veOUSgiaO zu7A~>1?uV_@_twv^74smp#2KwH*O}!yF@z2*Y%N)x!u%JxbI|nBB+mCOx-;Vbj#?^ zK4lKHTEl!t&RGa8(igGb9?~~(9Mg>b5zEEwP%q?7g`wY`&whl@|0_O+$?gDECVg8p zhWo$&I6r6n04UNwqHZ|?x@B#k8vPt7=P=K+bvzDs{f#VNGYQl?&Y+H^|M-G-99J>> zH=u8zKbuzOxjKQ`7Z{YgWR5F~!cE++iFvS!4gIga9o)~XCqY@k{()-dyt3@!`L{`V z+&(QAbRG12T}=Arv$%cv%`BfuA9p7>j-xcM7rCtwzxgA?#mX;1-I9p! zEt*oveHW00r-PAk0#H}Qfokokpx^Xw{{2$!$F`q>xT`-4l+oi^FZFEdupg6s8njt= z9vE3N9m=_#7%qhNCw~d*gie;1v;Q`-p2H*_W_%KT!JXiG4KtR0;rD)<*Vk|X==a_Y z%8Y7IAK5}y{}xo4FM}fe_h4k4ij3iSw3>W`I{FLHZ#o^mDAKs@O!iEJ)?;o0{ffIl zQ$ruOeH&Om>UW^+`#mV<(x+w5htRsJpNt;_{fbXPS9%PzbsvD{*g;Tc>;ZKP^LsU) z`M&LEzV7nwMY%h{eBIP?99~cTF1Opk&u@?O``BH>_cuH1d4LJOY{;O}2gq^ebY) z$oeo|cgtP|{fec$j(1!~CZvFJ>nWgH`T^VLsUaUL+YIdnD;Q4*YA{@70X&%Ldij380@4!+28|cc1$<{Mo0z2#QtJpvnFz zeLHgwS;;(I_M8tbyQ5fd9oNT+m0j>3`j9O^Z> zT8_iJ4M&1czeVQ!7L*4br(f^ke7cIenYxtY?y`vE?oJNFk99&X=o{$g za_;lgsZ}iBc^@bmi$J$DJH)>Q`dM60B)i!k6Y0}BqwJ=S+g){t+i|b3e2{s# z+{$rv(bdZHIe~e$UlH=|Lgv{r;~2`7=6WPu%>JOt?W;*-J8Vj(@;+$edLk9ebwhr_ zgNVDlr$C#tjrCf0gSyI7m#}>_)9J6W=tACq(P7+t+x5Ip2RVOc$CW_aq-CIKdl1ys z4}&W1A;xQXf6I)}pHJa^?vk0$>lTj3sWluA5EDPa=TW1XclieTx0%k*r^m!_|GnP; z-OPB<_J?*o`vYw6>gnsI$`!y+^*t1&@b;~{kGuq^M3)Yi`0bp$dx%s&jx!0`}b zI*(J;rQ}qOU&t-#&_3njzzLvTPr8}xN7{DgQ?@;fm*(W4p4fMF;Ps$BbPK3P7m%^J zpxp9fP;|Wv`n_!T^`Vp06F83JH}gEZypZqhO2_#hndh;`>Ep73*Qc6Hzwrh1A$z=y z*URGI+udE%>zRMs@qN%LlX#4{^2yxs2ETmjsjKO$xx5JZ`QFNV2-c$v$bvRm7lR@#2~^ErW4*pX90yZ!h+MQcko_K;(+n*N8_AU$ zLDd}kP19B|p2l%`vykV>O#ctgr(VGRnwq>B+HH7<@u@!oBl9GT*N+B;IE?Gqw6%e% zneCVy-MEf0io&z)`x3N7xmG_XA+uVD|_1_20Sgw0FwcmjDn?Iu;x4uWV?F7ZXjiAbW81$PLf_B#p zrp3 zmGx(EeqC<+Cw$s3?*c^{*U9OYC!y8BpVG$%e#r8D(?a|_#yh^GFDGywU6ykm-4`^| zw@WvGrtKk6O)g=)V;1$n%c=Jq=6Tq~eA@QW*Ih>=;$80nM?qsf!aqpFf`Z$Yr40a|7cm z*nZm?4?&xSzXCru%)1ggkGAN^C$!+{RCX0UU%g#dF57GaPV;&Y+7mB!>c^aq> z)BjyE`~N2Kclds8Bj;bmKIZ8@{|Af@u-y=|$MSfrJHg|gMn8;<%RtMb1E3rHAJFzW z(3I?Be0MM7xyPvoKO^foZY{U&X8HIRK(UYG@%qpc&~i2BS0dw4(0a@xpz8fO>#rOc z7vS|_7jquQ)UrQe7jyjD$rA^imUuU${Sw*A*}yWX40?RS8Y=PW^&%w;c2hJRdIkQD`0C z2Ff|~aeXKS=hb9S07cpqQ1;wN9^iP7KE!cefAS}Y>%$yZw@I6!eF}YC&Fh9X>y9yA zM&DLzzJ!+LAz!UKi@tXJJaWdRpqZ{f5%mLbBp=s1>EkwM9peQrfOh?xpo-%-x*E;A z+h24FeA=hdzvZMc^zB#1f;K7Wmrtk8i3RnQ(V%Gj0{b-!nZL`5zd*|#`ns;Bue)T9 z!@H$rp`85=k;d@^HyFN;2+z|ck4HV191GgqlRPeyJ_6mc1E5XnB-hj5-H8`jF2nsl z{eJ4*MWCtWJexlJCC~rjy*&S^jp2OL&u!nW&?aj#sOCq5c5%4>^0x85s4VAwG4XcL z_Fcnx?>Xe;&(MC`q=Vpp*E6l=`Z%3XjkuT?)=?GC3+;UlD2q}+Gkp|w^g;NuD{Y}~ zXLH@V$yy053X93v*MNR+3iUqb>Av77{drmkDE4guO-T)C`yZgLod>EZT=y=^>FaXt zIf%>EU(%;LKc*j#c@GrgZN?|OMxJaWXZ@1w>7YC`_#XX zL)+=o$(%=5m1WRM-vXMFD?z#C0#Gj)O-}2BFWaQB-hD$WwA|7FihYlftL|ld+Z<50 zOb5+T=E=4$x;9-M`U5!}r?LHi!+CTYIG%17 zf6DV({vXh;kKuK+i@q(RCqR!pcWnDFf_C-aB$smjQ@4B<+GPEJ9J>^ZEL$TdJs0Bi z3zm8h*v%AiNR@(*ZFZ?^dU+{*JqZwP*M@DkP^odD{c^h0}`{ipwqQy=Q*`8h_Pw(Y?;%cHQJY32B| zU(RuS8GRDsyF28H9WsMJg=Zzns|P9GXJ-`IBxDrHzV$5{ti@{SOM)egzg?seffKR_;^pDWFAKC>tq zaaGxk^K5fp1YJF^LpAz#Xup^3nsK}z#eU}JBAwU2S+@??xjew}Dpgqk?F%L{9urHJ z^Zg8RHOE=?g4fZ0i~S9tuI74ZC+~%JGk-uX{WfUZ$AU8YU-an-e+Es~OVpiDfOZDw z(|ro()6LN<5LauHK#@KKKlYpd2D&}Jr*FqS51Q60(B|Avj=vpr_1A+wKOI!PiJ+|D zbLw*I=kQ@ydIZ!9{z6}lV&3i>8lY|eBP>7iW6*7}O`8AO?5pgHaV)@uG?q1C2(#^3B`t+i$# zXNB{}ac{Mj{%dM`aXv=YJGv8lc)mI~AFg*YFBehtZBxtjkvicMp3gpx+vsUuKu6XM z;qRClj_bINkazD$L)_JWJA97sfWDL3tfP;+J$a0m{SY)+_k&_z4dW@y%k4Pkb8ax? zeM$5MS3ic=|5A>J8g~t^|1ypvy8*Vtkvtgj$oo@Rp5G4Yo$ph34uT@;blhJqFO~OS z74v1WvH;qSUjT~P;r=Xsob?XZgJ$dtthe|zQ1!macpKYMJ#{zZ&3|CM@y~*;G>pq{ zzZ2Te3jUms4=szho<>%1osFHr{L73jLAgj@#_cAso?FV#tupEBGMeLhzU&~rr>*-v z=<*uKWnn!*L1;fVUyZo$Ok;Wd*`S^#$sO!JiT&Sz7W+9LtmDT)+xBlVo_;CyE}kDD zIF2GSMj>vdvp?YWe1P*Ed0vwY&mYQ3%>QNdJBaJ4Z-MRv`vH0Z^KVnjaR9%U`*j=7 z`#iu2E@(So#eVdg0kWrP|Q9^-Tf(O$A6u^G?xBt7SX@;A+BdL)9Ks#FxRJx zDEhZ9F2QzUn0cV|*-+{8?ub|581;y-tf$mf0)y9SVdl&s$zxFNovOe`&DGRC{~~BV;X>9+pzq5c(%;pi%-@aTxO`;XfqyUg&;0vc^mU*A9JEXYB1EJ`@#1AhWAYo*N+HsE3{ue zjpgkUH0w?UMHJUFxxsyC$7RMFY~PP_9kg4oUV&%iZzZZgj0@uCEqKlzT;%T58_ym5ei~j#Fir>a97T zin|;%V>!QWvd)C|DIAX<@pU_+1O6-ue+%lVmE?{^pl=9%-Z?So(?PSYkG|Z&@pgZ5 z2mLvV&#$S>a%h{x=hyTY&ZGO~3UObMN;aGZs_o&q^rCL~v@G8VieU@t9S_sL$K6RL z@jWvp>r$S->~nekCY}b$ZjOtq(S0}{vWWh!t4Nc@b!}qe*HK^fvR|j-f^TQh-+jX= z+r-J!~3!KTu@Kr__Z26 z6WX+f`>_1JQ14MtL_H1q29B@!S?rhFcDA3ghvS(e>w)E#Uewoz50KMd23>L;7Vv`FUtylCqL}} zPEc2^WqHFJEU)}Csp+%+WY7oyh`8H8A2wsD?KsEnQ(gjvXkxv=7RD#Azi6hv%ko0z zUp|%XwoPLH(HHQ#^C#nYe%g~joxtZap673887_|wBz_*6@B!!c92opd(9iUOA0r-F7XrG{Rn&F#@5sCnv{=Hv=Ki^@_6R6SmK&#k!pd0ue zC|7fQ!mj6hgUvmU^(KdYQ5MHL>|);kK0mYzo2qf#P1a&E`+GbONz5Bu$1tuFoxtla zGOow#Ddg#H_pQ8+n%K^{j(BKU^bzhCIkyco?on{${fBl}KFc#Q!N_}MLEp*tJM!EG zeR(~7-N~@tYTwg{i*&A^788r1b;7lvsp0x}(KL$n(msSg+g)ws5qt9l%<=^mOeTeUqlNoPQSBH7@!*%rOX8O8s zpsz>XXNtIto(h`8B+&MU_3k_WM*ps+pWCEgL#rvw&sF6-XeYBk(G>hMyoXE2e+%c) zOi$wZY@olp!Qk&}I1b}yoxu6A?a``YxC1)!JRRfd>|g4s4UBjE9@IPk2CCRWQlHN2zl!};ePlYc?VA&> z`(?b|=WyKA?s}f}tKVdK*ZZIe>)zzHGjV_UGLCEez1h&RVh-=WTKcL0rI_+sRz^=WWifphxD}#q2QO9?N!H zA9@|-IzIFt`d(oDD9+!@ZJZBKYx5ZIx&%~f&ItUJ$7d^#gOl_%zx-E>&shTMF{CNs zc)U5vd0@4+2<5)v`=D6Gew1jM3vF}n0#)z5piU?TeJbZcT>Z7s<|zH&E)My77xQT~ z`Ydi=nE;Nw=T8@p`2RN%x9gdA>x9YBBk%oF+xdCjiN&lpt_;*im{*%c%)jk=et(gE zDvwL%DWHrFe!J-?w;%s8D7UizXU2XAE%t?cdSe%~%VSDzM7 zIQ$*A=OWNg_%8o$%r&4`ISV$s> z(r;`o-}52_ecbJ4J}y?#$5pe2Klx3iplB)wUGgtMnGx2PrE?rzObp}L-Md*&zQ=me z^zq1iD|}U!b39yLb{2j1FA}uZUJ9D&(^xMf3v~4g^zUYa`ivYioU+_TU-z3IWIXW}P&I#tx^^6>5A!*7A^sHn`o-YakAsott3g-F_s+Odj=zhQ z=doT2ecg5ZgZ|vzML$0HD)roFKr@~Bx;qi(*IjtNEr#pnMB$~Zm(Azf+|o2R&n!KzJkxG+a(u6i>5O`xBGMWvDJ*xqfe{2xKQsb?q@gakL2HOH~R%TtZy^NE@8a^=H(_Uhud!t ze_#BF<$D%_dMD?}eg03OZQsM7?5<)x`CHbjej7A3AAo8N^KvzX?Y^w|Hm~a~H-Pr| z?VzcB5cHi-foknbpj_R__;R+-K0liGU3xO_uRP9ci9+_DMc18(`xOs@vV!Z^oTRU+ zd7(W`p^y8{(2gD&M14~dh5KC0K8^Q#HrEBq1H&j6!+!_W{JrG7KZ1UUe(g@s=UpD# zZ&R|1<*95hWYK%vu9A6~FJnK$99@C9K5{!Kqv;DG?OV_$@#~mZ zKI$DDuW)%6@HlNv16_E}fIgG}t*5fT=a!xWtujvw3_iX53+&G~{D=D;!*UtT>&hO# z67?hfA5g4fKT+@CxR1$Rh`1{)VZB*Ae==huw9RQ^eEDBN(fA=~vi`yNrhkHR%Mhq~ zN#kO9{jK8sukYl0+9K^K;wttUGLz%zb_w%vznAO5eVGmAFN3zO4b(fij$FmP5A7T1 z-!^B6_0A3J(I1b8&&mTF4|kIJxKZ?RF^WDeo@f58H2vIvejR=L>Y1P#eLbjer=Lgq zIgC%40s0#mm%p3NdUs@k?)+rxmXNQfa~xhoaU5Q45A*9&evi*>+zX&9t)o8r2)|Fx z1E88$0_v%=K{3pA@&05gwC{{(eE%mn5B50Q1>4X0H{b9K&(rEhKwW(cXvVT%XZzWY zRBPYHbtLxj{*m3hU(|e#lbNh@c)g_#u)W;#4%^FO&QHqjC!xhe=1DHOh`KP36q7(% z!S-KQp9*binXmhk^mUgLB+K)|2%kzdfKGZxdwllVNkuD%S~w2onU`5=8f>aX+S~CLB1!> z4PMOpX%FK3=$$;DYBKX+HJ^F0+i(NVXVF!lpTO~XJ>~*v(R4nj)?Nm>jaPuCHssy$ z-(`I8V$jY=2Yn~^XLDw<{zCe=>{-Bi{q%3y^9Zy)Qpxy|b)YZ%6=+(yZqrQv6U)bQ zywxrl&Fi=`1sr+K%B=e#w22Hv<9+xiIG$><*`Ax)orsGrj(e)fyl+fNXs=r?=KYmG z-;-N!g|@l(fue9N=qEhOc>k-^D>^~heTce%dAOJz#@`aTzR2#Hz;>YOTfE;Vrt$vI z=lySvaXwR|v3-urH)4OPlH>BS`+e$Ww&Obfb7&F8cEio=fHq?}USN}Ip>_3A(03Ms zDwgZ??YOg`-3j`T%6t#U$ESwlG|c=}$8(%{WPI7yZALv6$9BdhF@KOfPaDHWFGB@=*wn$7-yNy{9hkp{y(zr+|CH+c{k_3U1>S? zW0$ZWV%vX9UDwXP8^=7_WQY7GZU}KbhQ~oQPsQ;ttusJyl7^kK7*`Lo`s5cfk| zSMK-nx-m5=+%7zCD0?!XRqQlSZp$YRECB7Uhd?*@3sA*Xk(s2M`82f2ewp>^d7Y`z z^lfvD*NuwfbJLObi`Uc1L~_D7US}&uuDi>r_tC#yGS_{X60QUD1wZ9>osWX{IP-A5 z^EGH!|3BQm@enAxPk^R%81#FCe@~-tI?Fsq%x*Tq|*RpsNL&%c^180Pgl<9bhobNIv9G{YN1?x4u&vr72ly=6m1G(O2QyGK0V4;>#ZVKfW%yWsAsU(VpiklNwW!g2ue)8(b?#>2NA%~3Z-Z{>Z>b9( z1@#!toBI{lFy3?#=udLo#ja<*t1{`IE^j5zdw9>67%t{{AM<^(I14mm!#cJ(S3^hM z6AJnXVf?(4eyyj{zukuEC|5e0^&7dq(yY4+I`TX}=r)GWF;EL_7V^3?t)$E#RqrdT zU*8SNm`_1pb{eiZxPM&7xu8Ch z35r$U1J&pf(2irfD|_mo<<@N>PXE-0J+$Z=B=?7WXyv)Q-^25)x|sQpS$7rh`;;8s z_w~7;XyUw_n#bp3^wb!{)nv8{riA-7i`b644b1cHI6fb1YX6SEuR?xr`|F{dydNBS zucwHjPl^5CL|jI5{8w~+!s9mb{+cX~8=D%AE9*lCS-yEUk6+!Zpjz_^xt9Jtvd&I5 zGyk{(?wn|G;Ez;C?b6Wxd%CfUa~oC@XkgO)LFdM6v&1`=4RG z`faSYjr*0|Z!x~-19JD5plzprkG!YX)K157u>CjlI3?0=#eR-!h$yZpKIZsA z)-U@HsH-Hek4j!wGG;1u@3(n9?GFssRpkBRh|8Ecpi5?+X|lp|TNxoAPkDyh4>KQ^ zTROO12J>*4@j16I4gP&+9DLE;%lUA5%Q?_GfqA$)KdfK7Klu2^od1^Zah}{>b1mzC z@I5dxZUNeJZe_e!gX*!s_Zb%xS7mt%H;&IbE7w~xO&JV|h$6Xfj{`U>R*SE93 z?l=7n=TA-93EExjLAm8dP&9EINHz0*6H#oxBEJZR>sL=>-l7kEn>zj*plW9OXpa2_ z?W9fOx_34CH_(ya#{$*pFu#7}0caQAD>pKZ>+4iIsd0P2@Qf__p8l z2x!}HqmLiBk~;TnP^}$+ADb+Wzw1NWpnbtF$uj<)i=1>D>t*MH?!@Jx-ucwYAzzn<-+lha^zRzZr<>Xrp~J5San{g_a*$=WO-1{dku7QJ>#{dpe*Nm-Tlc+Snpu)^P^nft}@%<)3W?G z^y>z$gL50{=c<|SeH9b0M!D*J73ae)*-G}m!1FWm`%$gGfOdNx0`=5VPzd_FTNe6n zvkF;nBlB#LMvlCHTdlbT<#xtMzW)PgHDz|-k3qTRK~Su$0d;jf=t`SFQ^V^|6!QIH zW-OmyQq3Oae$z0SG7i_TjG0V!&jg*kgDiarwEgr4KWhiHSx0}7;rC8dWi0QfupY&i z(dSGX+g}xTAMdld>_6*izo9O7px?}SO1HF+dIJ5|?G8S^@DkkLs+s;Ri*BG^QwT=Z ztAi%-mQauFtZ(=(v<`W^lN`s3Ja@_Z3#WiG<6>@?c^2z0V0$6wGLQ2Ojr_bBkAbT4 z9_oslKv&9qRCHaya!p^4JkQDFw?rT=CXQx#c}H3-y{7}(B@|G`^;ne=?3W6I=&QfxpfujXZ;)$!y%9Epbx9q2N_Ra z&3gF{fU@Xb>W0PS&{9w|vE1!>7&`JC7bsUZfi~xDF!G)^#$!GJ{U(n0sCmbr-Qbrj zFXDKQFXQ-*80K?TqKVg+J$@6e2Uq`n(6rsm>!Wx+<1@L=OBOxE^28@up71PalbXr? zH$gw)&!DOK7?kDoKY3Yr&r3G*aD4`!BeOHO?p)31dUW%~Wca68$?tYrEo`~Y-(66z7 zA-D3mIF}se*Z&pGzgPPizvmXN$CojG4Bx*A6#IC*T)ly|NzBvL_8+mla27e6_o?k; zzOEP0*X@#UUe~a{W){-VO*XF=U6qORtTO+F>sQ4x50NoV&|)9Qu|yQ-r&Q&|yv{q~ zKwZq|MIz5Bp}kb|+sV<}LF3rox|z>FyFBLa?gZO^-!KR9$a5_$FO8xu;Cn~(0={R= zFSqb*J&o_75&LFC`^}T+=ksEzPadW}=XZcIdJ8$}2~ZzmzOJVH2-?oLo?Ogvcr}{& zx=;NQzU)qX0NSLtKwrS;)+6Iw(5B`d##j7+y5tH_ZRdMvZ2uSVWx4flWCov4H)ENn zyA3}>TuuHF8O!-}Sup{6_hc+t26M-?2Xc%{q>^i?ldsA&$|< zSHD9a-@6So?pL7gE2mE6Ji5%d6tgz`($up2Cy0x#yIEd+FBti~8PJZO51O&JlZo8U)~$k8^EZGZya!b8dH^}=%NPk7&prJ$)@0@~c$L4Pu|$H&<3SD9g4uZddrFuxZoIo|3U*xvij9(We1&yv$%8uUnEBpUru9+y8GIM?K~< z9@jEbPi21~^1Dc=Z*#cc$a_zreZ#4sIv54Y@)%Gj(ErUk`n=n~eBLelBla&=Ind@% z%SmB8GKG1J>)<^2f7cZ)x{&)n!0~gRIydMagT9RIryHPOn?(AoirdI~TN}u^fd}fL z-9}Q6*~I;9V!56+l4m`MxatjD%eZJ{f6%xc+-@_+cSfFfaDyih7yCF*BLvs2nT5Qr z%(0N~4PC_RW*_@~BJD!~3RPUZS@dz_R#VSao*ecUh4M}0ev zK5j~ipnU=T+WmAPw0i%?p!-(|IZzDhJLZ9A9sS(hdjqumEB)Noab3JSpZy3K!{^@A zx7pt?M>(IbDw(JIFX-p?_yE6WR}bhU*ZGO2Ezow{FIk?>{*a%w2-eIIZpHdq%{* z@P4u47lUs<0h;VZ^zRi{gEr?}FtSdF{#+N>1x*BKY`_?qd-08ApKgu0qP_5 zpzVK<@$I*QX6#jnQrU$u5Mp{g;wCoIh8SKZig2 z2EPB*Chet8c@-4<>p{1)0#s9e44T$2a9&*L3DDFIf+~*hA+YUx!+8sN@qYH-T)jnH zq;Xu_v{gXMNu;hW51QjPwmppBB=9;gV}FKne{uz=kE{h<$7<@9XF;@Dm$~pfax3T}}_onl@?Y<5)t;L|<^fT(C>p`2#aaTVS#(5_mLtJLiKTMXy z{bQHV&m!xqsFRq-nv%7=?^>TD7yX{)ecjYq{{r3aINYad`-Px6It`Q+ys!OU=0&2h zl=Tj>U$5iYu9|gg5Em;eK;OxBLdI}B&ri6I``gMqKv&-Z?PMWnvY5B~p;%}g&-qoK zzZah`@;gT4VUF+Gegm!6($`!b$C>T=>kv2Vt|1p)9kwIQqRG@%sh}@74^;EVfubo9 zv`OcKrj7ZqZn=u}dZ&Q0Xd<8n?->O`%vym zS>L!6Y&Y`zcDm&jXuo+0Xr})hjJ($cl+ipMrj`Ef_rApV);Gv4e*pD@cF+y9fufO& z{QeiTacq}`V7{ftypFiv6gcwy;$r%@(g#@H$#EUKYY5scjpuo-=Xi|mn+$EoO(GY6 z8;tz!6ze5l7xY}RiPwi+&+E%?TFZD;4QT6rO@?`KKlHnx-w5UJfPVQw>h*n~`F$9V z&I&$$BgfUnFz3bH`Fvhne984~?mqgt+{$rv@nu-Aem;HNWYNdn3C@Fyi*JDsi&dIz zWIpcd7eV`P-b0`MIkmo$<^I{==V!4$VE;Lb+ds&0cfXnI?2KZ6!W?B@E~2GV_Mc1%$3c949^!guCbt`8ey(~s ze&@@M@w%Db8Lk74)2QA@sh7_K^_a^+rT>HL+|+cl{aXDSP>2UZ{8lis-h+Bk8q4>M z4f<5j?fwtiQM-%d@@hMM-sXgMb}oHD9o)qBcLVdf$ovJg9>eF{+yLJ*CIp{XHw&MF zZ;Ph;K+{$Ls^%*|KPwrO8D9hS)KB2ks`&tD+TH~HUe2$ZV`b2KXYlo@d~V&(nuxfq zi)Z}_{9Sd|@hAAR?Ps2D$3F@^^1fKLCKp;(q<~`8Db(G)^zGp1wvYL_oXhvY+T7bv zt`{&r7b`D>_7hHJe9U3^w9;>oYs2rUiU;W5GvH|r*V8-WpcfmOa3+Li7uXhxrKSY*w45*`WVZbYCyAa1E}twV)X0IIUUO3a#Rp@0mpAZ(`z@aNh)9 zIdmn)4oeY@ja(3i2j)l+YPHre!XU-naIxtjj1 zVxNFkqc<=QaP?e=6M3&O;;w@}FU#rcvO*y)W=pb(<9ed$Fg~a6 zd>b@wD?j%jeN3d4L)&rpfg|s&73mA0MS3yoCv!YnZT}v$FQDJM!D*~F%<)0F`iih! z@c-$vSbsVD3uY|)OR}4Bv+xF#yWP}oV;1Xoev9#CXH%~@15~5G2I`j6K)dTg>I4LUlq1jh9d#%0kF z#LYsMi^4TLSA*l(fz-rs)g`mXo~p^#}BGkw!m{yl;Zr&1OGAHFMp&{eR zg^0s;e)A~MF8&1H+ov4h@ksjvxo;~e*dH=&ypMfZDdP6HCi}wqn#Oeuc09+;Y+VA% zWz0#Ocej!4hnn04ZKl7%c>PHK(m=~OY?nsf2c_0<{>ZexiFQpVYyf>HeO>80+1_Px z99~yVgO)vEJbupvmXH3wK45dhyn7*c>8 z%PK)NZ!u_d`Cd7@_$p{2E&}C&G32%(__B)Q`{n%53-s}XC&@9KU)MW1zb@x;em(Mg z0rc}t;dj-Cy6MkbIG-L_p9`(lE~S4r<%6#NGIH4&Ebrw!x?1xV{MjV(xpbSv_q@xP zdl@ge36wFJpdFV8y4{2DYk8oZobxo-6!LnyEb(_lu67%KK^EO`zyn z1lpWOs2ex2Jdt^qS=UW{jCr{p!~0ZEy%_haIm+>GH^_WRxA1-+@o}-Lj`w{I`}yt! z+X)%-GUC4BCGIC{3n(Twl1 zUGjb4$a4Zt{sdYy@_4(_kU!TlFNyqqGVAw+{y`!0e4n3*xSDq>8O9gHzLETUHR7_I ziVSUZ<6~FgS(7x<_&~4}ijic|HFz#ae!tq-)ipO^f`)_LPDbQ{y^DTWS z7Fy03&3gLlpf5Nbw0)<7u7g@>=4&E-B!A<1^97s-cgylo-#GfUthf_eY3AP|eL1vV z@BsH4o|6`7?Em>P`nL${*<1(nZ_)S`>u-1$^n1HO*?kxkD>-j$ljv`L6MbA?c_w}D z-QeRt`6je``(pawIhRl`V?HkbIvrZ+Ye19D^=Y;)f~|Rww*eEBRKLq?W&jkX*H#o^~wuCxBI(6Uj*uDXEC0~>nHNw0$yje zf8})-#(PG7-%ggVXFRO4Fbml)wMo|@Zg-6XMH9#0{boM5A-BH3b}p_GbW4|kqKW>l z58VVUCtVBb_$yg&&n4vG=`7C(?S2#2S(&38hc$_F(JqfXk8Bp63T@Yib#klP;m>*+ ze+NVzTo?Sh3{;g|FQ?;gV7;AF$QI783-JN`*_G}h2k7f!BHu@&r}BO9e)%mZ7lo6_ z##m7H9HLJT^7mK$CJQaZ&&XlE|9#~5)YaN^S$`?#(IfdDef#L^p!k1Wy?>n7!}|X} zl9kR%k|fE<%1Kg5va)uPm1J#^WF=!IE6GZdbTsKCNmi01X_9m#N!Feu8A*~PC+T#O zCP^oqBuQ3IzOUPLpV#@`-k-njx9ggDK3~t*^T#~qnxDOA2u&{i=y5LltY+q^kUp=m z(C=eDy6*E&bb0x5ICVZ8$olT#;6q~TcEsy?5%Id-oaUp~J(Bd=-=gFFKM<;UFQMlR z=}*_2Qaj8NE6>Z7-@@~o!Mq>6iSdy^qm#aZxZO|x5#6oYD^&A#3S%C6>$}oUuUgYi zWBSoAqsRRt8GP3pVg$GOCdsyA_gU-5zX zebcvvZg-VX)nZ*5o%4#=X8d!>kKX&~4`XM?c^w!gc4q$sq24rFXsR9;#*tI7Eeu1T zT|zy=EuYD8Z7Rt>2fcTbZ^plX=VJ$;|Ed<}cgs1CPW{|*HgR|C`Hmdt8c}~Sb-ona z*zKG@Z@TNB)#~N#3zNi_Ee#om)?hd zykDlyQt^jo^n<&?jbhsd+wdRU1-tKuGk+Jx2kAdHkN-(@E;9~6=-x-i?PB6v^&0vZ ze{D&6Iqli@oqVzFt>|eyllFDHq*(m%W#aO11#!8)@n-Vp6PKF{=pT1eh|B$DLpUxk zaUJdLZXo&NnJK=Xe~sib=M(?O2dPi^XH&cXP1HYBYvS_E{xXu^?XD$M>-Wh2xAiv& zv)`RxIT!zq)SlMyA?*ItuhhJ2#LmuFaSdCF9af)6zVv>@;rrx$QyVu4-LemP4`>XlA-q4u{ry&>P?L#UAIf~ z+44RUo%Thn6Kgs?f^N?mfWPbIDV_D>GT*(}x^z4G-1tLbW*jbdlkvh>a=Xw>>?YKu z=fJ+KGn45L7d?)1()hRrtCIb9VP>42P$}lI*~M3g?YpM-_r6Dwzh@fvUI#rl9bObY z*IOJqzvM6Soc!L=JkN@g{u!a!G4i`^@>xRD zk+@u!Qa{lP9u$8#_$1f2VIKJlski#U--zwI9>U+K5#Ps*b}+T`+WLGquHhr%k9l6G zYcrq3Y)yJl_os9m{pE3Fwj94qzF)nlpHQ{DU+60)@?F<|8Go%MLKjjwyKA%9vH4c~ zoxc|P6_mfOV7=IC)M}w_vqEUv6F1oWSH+IS&k5}S;&nX^UGV$R4OQzjN%zx^hAU`a zFxA8h@lcfiQFC;!>c7d zyN+ErxQz2OTQ2mCKjQdp>37;aLwa}W4ZaB4rB8}KGwy}-)o)@iT8Z84GdOdL(01BI zdJg~B_9wnp>v?{@s4@4W;&h>E*<9!brRTb}z1U`J0r{pC3FBOzw=0Kn9qlr1N;gT@ zrM)<=V_%^Ql>4eB>2WstZK`gQbYC$DPP<2#9XFv%AI0uN+?{D}5ZhRECJv_^$8_Mm z^3zt5UPb$Pn1z0u_Wu#TI!yd+#vdkMF7avXne@9Wak$#hNOaD2IyLEJo=_h}|8qE) z;@up^nZ@Slcq~E3-9Xyc!>Q=F+l}7Z{>(3PlZmV2A;!I#$I$WEgLZXWiGI7nq4K*i z#pmi_@~Kh8^L{V=?=~OCPp=^VnHLG&ovnrbd5ztOaro*>#sSz$?t?4%M(#)K`H?WJ z;=YFN+;=rP)yucuLB5em$CsyibLVsL7oQ|_%Z}hYL(%cDe=F}}ecn^m`wia9Mbwky z2z1<3-6wuCu`Io}y*Vzw0B%1=7}hiqX6COZKjTpS-qa4ccpc^5ig$#jJ>{aQo=iDd zaKBL3E*9Fwt%Pwl@tm&BxOlsCp_IqI@kC)}-$9|tEuoyAa)B^3J6RY@l+X{Rf8A6u zZcg=1{p^M4y6wcev9b9DqU&lD?eD5rF81MFqSLDNr|9*fmtkM})qMr?)#He>$ak1| z>bec%-gVBKqSLXMc6T-Z9RRmfj9XW=h@))&3*z@(tH`(UV_{g0 zZigAW#dgaN3hff&C0FnLG z|D!O>IxJMJsK1yh`bA8?Ch7n3|3kC$xeqzid*Yl+#g4`3w%f&h(|vfpY9sZeY`=9l zcq7M;LAUk7Tf|nQ%7tMV`fMf;XWM-IdR+2XjUwL+-WRuQoY=P06GFFprqCBrZ}Uyw zCcl1PXv)wZGyWf9t6sDhyJhHiIGFVNYbAQ7&dx#K8l&IpA^OAhKhf{_E92YTznM2~ zZ$rn`E5x^U$=RIeVRYO-&v>)g<5JH15qj#DqvP3ra`&I4x#t0)-HvUxq4U1zcJYV%iR;6uwA=g3sV{^zT{!+Z`tN<$R${AbX=iu;X&|;c z;b@_5lfJj`CHHe1^&+#C`|bvf<$lk&Tc}H~#~yl#&@FEz%!~ttqZR1~_Q?C^2Y&@C zKIVPQzRxq!aoy*y;&+oNe|!_#qg3l+@#|8`Dc_|*6gPo-2ZJV?`V(o zd*2f~)-1rkEVUzeTqPtj@LmG*eOiE(r4a1Y}2W%)wesT28%nhMqWEuztu>;>(QT{+1E>KS3tb(8WnR~+P@`JKM-4Q{$6xiwfq?UUYz!AnaH^J%)WQx zH&w*vc89{=x|KM5@w>t>Yq~JbLC@{>H|6>GE=z>E_9C8JN1m_Q_9*^7^go-9JYQ2c zwbS>%TGCzUEQ}*B;P~9Ou<8t<>U}!)_&n@ZCkVsP+CsbYCwa~`pZMKQ%Es|O@E(-z z=RMe;Bl+EA+JE%IG=8JsW#Tv0DK78(5O$i699CD09S?mBYqrATUxi_2LwWzz=r+Pw z+@0@X$N>BsiU0K2=kXt4e2T54UD{6i0lz**zSsZh;Uda^Tfd+9-PHSq#y%xfEh&fX z0NT&P4EifwBlKEbpZY0FC||=Bb)}pMYiRdW578cICj83pZbIK6kL%3pQ>?jM{HoQ3Lfe2i!|p`))V!m_ALs0q|F7H8UhM|b-|SZq zcVzZElyuiQ^+PXD<=M(q|0&_Vg;}&inyr+7uHngC*9zifSD19SJ@Jhm`z^nl*2VKH zlWuQEx78?g+c%}%+!fGH?gkPkskAPdY2TXvnfj|$Z{n)Z?Mm_MzUZ~?oAh}B^&r#! zR!O%@Zs+)x=(65CgyU-8E6nUGNxB+=zug$P=~1Cwj82Dc=tDg8nD~9gvqCfRMWNe0 zi~NdS8mxZxnFwGr?Ag!!l3zn!z{jMKbZGHDcWPysI$qR!~3jS z{~_f;|1P21-4~X3BfV!wp`T9tp*QE^pYxlP zXKM5=*y}6Gx9mF2Z36z5^M$5*y3h@pAoN8K;-8q}xDD5ft@}{EX6B=a9l9r7uSdKd zW^R-6*;J+e(uU}}>dkm*w;Y|)Vjy_x>RI z91eVhPS=?w%(N#9<6QP%^LyKn-r*RbZ?cm(e8md5m;Q6pk^Xa2{Ta`%4)JO@_=(tl z#oIi`P0V|UC5$7p^~Q-pgg{D1mvg?e_yUvB;kLwcGwj*D4(qns~ z*t+ysp<8|wY)Cu4u8pmFGrvOhqJ3R&IZyIs)=?+_)H{XQ^*l5Cop`qq%X3LUaL+RFDFM-&TH zt2=~dBIURm^}N`=>)**&LpdB)B|W|x9nZwYQZBi7VfY1IxAmdvfWF7I#1ml{ahB;w z`E9DU@w?mpA=F!l+rp|h#16yI3EK(X@LeZ}U$uHj7)KH(DwXOZox5|MQuN)gIE(zX z(D!f3rN?cr*mBE)vrZ*TMEh z&Bbrpp8zLNeuiPx16%>WV|Sb(>3RXjy8_xF%!Etuk1K+kuNJx~y@lC+YMXx->3#1L z+Wg@{GjSNKi*2`$7TZlp`aFaC>6^ePE(|h!8dOr^G9@%%$E%R1tUw);ryk~k7`mIK#abX{` z{;7HuJ@+4+CHc(X(eE(yJdVq`Ko~SS?)RXZZdX_F$IsEzIGlFxu!eX%e2k7~$Gh3@ z&|^LJPC3r*WSpCO`aaG-3?27H=y)87-&B(?{>JgK2j{m>QD1PoyK%lJFM*R72j^G( zS?u^C|Jzj86WdMxP3~V<{gu#Ey@%b6=cP70%>6AGK>9Ym3uF22)y9*=?~ABUX6A=W z`Cun8&eGO@U+h@35dThe+^=NZhhI5R{H~Dp^z1lxy|5krfz3H?2kq(M;7^oql~EWD zP_BpWAK>3fJY%-b5!)A0o@e&MAbrw(Dc=C0&OyiBuFJ(%^V!=CM1jb3n7K;3v zw~Ide!Hk>A?3XUK+Q7PVCif}Q8xyzNNwaq(ut4D387 z)Z_XJ-R|Z>Gk&M&we9qtFtct9I=+kfY_XViXX1!s#jnTgK(`Mq6Dl=L=$5nJYGxcS zI=+zg-2($#r9oOzssU~#MZUTgmydQE6lcReGlE&W9XmJWAY_mHjY>8 zPZQfMI~h(niS*HD3-wsuFFmFU_5$h?Y6I;=;UMp;sph(Ey^WkF%}2J2kCE>o4CT8} z8>#Qw$`Zbpsf-)dV~NZC9^!J_Aobt2;kyj0z9;{(9Ql6ZA@n2Wp%Z>jAMx9rL(+Hu zINy01N8_7NKAZ8B$G+0t)t zk}IH|V0Ucb_ZxpKbcN`I8}ugj^7%rw9-UXMo)z0v6Gw&_|2K}$toNSsmk8tVtH?hd zy>y+=72DRkQ0N-7CPi^G>SIeUqMlcl0R?Z7A=9d6c+2JD<#y(S9CBqG#cB;#4<|U|M&x7%Q$2d4&bOZih&~r8aO0m@juG9S+Jy(a(bGx1K zeA)W5-b8)Klzk!hSFNw&ey4G7zH$1VtF9G)tf4*{Tbv?xI8Y0J8ei%LelF!iTt|OX z7)Jk)t)IqyE`5k{WEVOfR`(R!rg@fjQfsmO;8TTqb3M3_xWw=KC*|8N%IjECMY)*f zp_}$I#5QT2WLKWz@VbMBdEX=$|LQ`D? ztLRtvD_KWQ%~RsneRiVP(?3Da$IKI&iGLNUQP*JCIU9SP62_ie(C;CPi?frS!am5j zxXgaxV#mBQg)Za>{l4!+zccF?q2n!H7P{R>%X<+=)PW_ngr-i4Ul(qZ=jT@@J)A;& zwOzVI{Av{OuNw6t@52yuG|qWaY`bH$&^08UxApGB?p#6sRlHBS_RZvPaH%k}PpvSv zAdYwCt;ANni1&>}$K#<=@%tttg_(Wrg|>1Y{=w8w&G_wNt6u5<)osTAJ#>N44Y~$< z#BKcl@o60P7```knE6a`&Pvid(%)2?zBd|^h?@%x~fPdTevr*if}`Y+Ab#7}lfV=1rV?390WipSFW*?!s| za(=h#dpKx|Fzip|)#x>1t6CokP1$ntg(X5ieId;D)2>A4)q3>IH=ay-6ZA~A>&_Q*0lGtWE?aI2(Xt87S5#+0Xuh3Tv7P^M$Y@B-=={s%}hSdLWD{mlQ zK`*%LdZFHOlhD?q-k`?~5<6(ltH-3@S;6nd;assyp^o!8s z9ulf~JXb%R{ulc;^*c2xja!>X{2f-K<9<(iPkujH-WUA_ad-Hn1^UTqv`dJ?!&OD(pWa;$rkH^E}eN44HZAQZBf{4U`Y- ziO2QkSH%9Gj&C0+c34gP5N7of+t>p9-C7CbA^HRL=GxdJ_EEm=+e~@4W2rFCepwi1 zJ|om)AH$x(xM!XAH`bepf5NIB9G92M)sD<(ip^Vy-&Zsdx+!&qwq6Z-yO;KLwIR(v zs-7i&o%7`X!wF*B#Uo*ZJ79jXFt*4S>e5q%ZXkN@mj8lIZ`>k`BR|Amzd-0Zvo5?T zyGiUYv^`AwyTsW`MYmnSi|F_MA=riaLf^H4P|ah#cU!qqbXm3fn=o{H3Z33OTxe{6 zp_|eZhJ0aYb{clW|0ca=eb_K;iP)KWI`F^{q3@b6)T!NF&EJnsFJB`JYZ&Kl%4l~F ztNMsv9lnr!X@7J#i1p*lgfB(MeUmqZswM5rrcNI3k3OCErT8SF8kOSM)iv@w^|%zj z7pD4P!__?ZJ#CZ&E&W?Q^{8`Nf<{|VmGG!UbnedY*&CjyFfkBcR{z+ zX!>tL_nwl^*6RcF?-A-gPYcyN;&DHneuK<FZNA| z$79|z`1`!deHgtQd&@@b_4Lo$0mty2mo*pa?6|49#FwfT?bT)i@mpqncgYt^J`nl} zbXB$bP3&-h^5p;5^K9Hef2HZzlJe*DRzg=ueBnPp=i_klXZG!sbbBFjnlECUvRY61 zAM<`p*ZUp6dvL2ztw%@nf=y!keH%z${WJg^ngJNgv7j7BHsl$}ZdK`KkYo3sNe&5qVU7B>e?+cu7!pks~>!BOpS+~+Wi=db&2ll-<*s@GMbC$X5gJKRg$ZJ*#d+8yY& zyOa1ktKVVu3A`Woq2s1wBi@4sDgGXk-jlOvH+PMAk77w1$>*C8fBWeju)F39-E!K| z)!9kEhh8TBkd4Eixk_x?0R7hE`j9@1IN621*q>OT|FAz?NnEZM5nsobiMLG$+R?Ld zczg+6R~ylBHF`)oKjYxsGU^2?)fdA3H%hv#NBh28-c9US!}Z6{sh7mz=y_(nLP^i; zZ!1)zevs!8x~1ng{1u-61l}9h`DW}67xUbfG!^G-VB-JuJGcOaCLxw2z?EGvC3ko<;h?dy`!vv^!1} zx_n9Eoa}=ID+|X;lS&n(>8yqFf-p7-JVh* zRIPdlO~-SgJz5wv^V-}%`qg6z^VD5u#>wd|%x7~`|17$0w$?%Khkb``tEEC)pMBWe z@*!fIZN;#xl`tG2PS*>+5giXhm!a!T3*~*u?9VHV#a)Dc&qYEzfcl}`aWeK2;&@wm zkmnw<<1W4yJEr;Et}v^oyl>fYcS^l3`AqJD#9177Xaej>{BE`m6gxW)GL~E~c36Yo zSCorwIue(w!%vCr2UD+z&A$;luKf*v#j$ezrXTY;{NT&5%Wi=w9`{9jZ(()P@eM)J zeN*b$uJdm4*HQBQ>amUaj`y??y7F#9)vLcS97J!_VRR}Rul=ulA5HmfjwLSFi*ltr z@t4uAZq85f_mh;raSrXCZdp6ZpT~%w;vC{C`&}xpA4J#njkL?FhtUBykT}ltGw7E0d&f*gt6vJ@w?sVnA??f zZ4~9C-LZ<})=&=!tE$PrYytjZDK4t}lGw31`Wjn2FSehC?%M6N7sQgO;@4^ZmaUI% z`;+cEPv^X=Igjr$Q*2ZHBK~32FMMO#BeLuGgc;OJVlnj>yM3kPcT-Y%U-A!*pTYl) zHT?hVeaX&u@)bPq*pqhh&^@ag+;^Rmbo*_dm;aIam_GMdbS8~Ax8G4;)0-NI-#v|v z+qYqyP5f;a^FCzezmu;J{ZbowkN(&Hy)fx_1^R6-CjO3R5zqRfE^>T$;c{VS-(}8M zfR4xCO2pRf&`;Zd_*j2+GycuQUSSEB!>J@oxWQ zX9-Qe6NRp`62{^bM=e_~<(Y0r+!7AFKsi@TT;z5W--IEly>lt?w<|=y{mPD#Kf6DR z+kKMQb_e5=+(6dZj6E5TtmZSX$ancl^fs>j7~S2*IJYo#jM#eI0HIPngkflb&~~~= z==Wfo_IcRTh{t_VL$O`?QNq~sC(&g;Z7VvRpZ058IbUqO;7MT|aWnavbP$^HC%_5x zpZk^cpX*J-(Cu;bqq}8Squ&kB6^0q~r@KKvC7u3K=%&7leVFy$<6PEOb>-m7wox zH2UresXzMZd*%I5Eq4m_rcJ`2KNrT?jMLC#QoDVFH^pxU{J;G>W5sW_4HvqG)H7Af zVPfk|qd2bqBjjuUtT4=Y7kex1>%J&Qt~U&!9U`;;Ja)HU!p#1}Lfvk>&`o_=7}qYt zE=R}zw|?uI|B62hIYG*Az3I=wINMOZ@9r)1EANJl$K#(ud#v60uGppn<-YB-Uu-q6 zj+84dpyzQe?W6HQ;&OXD<*=>ap7Q8w%A>F!+9%Evzj`I<`t6kCYBc4#x}I`Bj-Vah z4Lnlv`{&SgV~^nX8=@yJ{Fm#Ta7Y-3*9h&>gE0RWVbJJMoQ?kL1;qVfRVoj2(JQ-{ z`hZ*hJ;%+WUSRAF&bO2J)RcWideTMH;WM#K$B%`s06kS3Q~Y0AP5K1%*HphQwyFhV z3H1WE3p>mrpDTZhe7&lKcJX3iTpNTshxpo+uNK=(;5t-G+AUOXuG3E9x>f6)96ucT zF8oi`YY+Z)>Ano%KB`x_-#RB-&*J&(uh0{J8SjA_g^t^$^?2^HvpUZE5k98gW^z;f z{Q~trH<0(n4NN*-fPU+vd4EjD)ZTmn`t7C?f7|2GJ2x5q_S3t{?}i~)3iVgCqpJ<* zx4oz*{>|vP{#S48E$FFhh|cQLq~EiX{>~dH`C^N^;34!p)(jEb9D}ag9r$(IlwN|4 z$Im%WXh!`Ye$MZy`Ov(1gPbS34ty-89->B5PjLg!mvptUh0veOcamMFJ*=j_<(7XU z&rhjWg?iy5LN{oDFf_YdXsVhE?M}wO+3jCQIg#DhHt1(5H?r#s&+IFd@m_qb(AzxSm0dr?dB<(INJ9b(>&Q?Auc4&5&Ftd+6`4(LW+nh@J z%%g;M=^k`@>*vDEKDI)?rxM++xl5?WFh5-#X1#a4xfcE$=B2wqtoI)CW}@#+MhW%U zYlL=ZS~t$JzPsDKQS{sme1P|9#b1P~R_f20F-q+0{*Y!o?Lv0a)%Ytf6uNMBIzNe{PB>7aYwL)LP{3qQG z9akG0@EvzQOXzlA1gBn$f5t$e9pJEs5Ff_5uaR#G@n~kBOR-g&Ka^ds!`zbeJdICM zf1D}hja@={96qKTiajn8e>nYO_%rQ?VRbv~p~M~GbadTZK)D}#62JMT=!8Bh>Bv}g zCA)uA*pJS~IWXI=@28{prV70eYkuSZR-)^!A-W!h?G?Xog6%8NHPaE=os^fRAMvU> z{9U>q=zE;|t=MiV_bJXrH(gp^$E5X8-12pjPcK}{?{!(paoP3rRxHOqjsA_GNwHp0`YD2q$?)!!0kB7Dh)hMn*Z{d3Fq*VW^MLW1&@T=qt`ge|7dsyhZ(yx)7Z)lIF zT_md)<^t|}Y<`S9FI^iQk5@x`Yid_%iEg_)PvN;cXSoGW0yIcG&pwE6VFFNOC zd9JqJXr6P)EkajtsZc5OJhu2<$_+b-emPUd_*peC_1~2all0KNx6n<^7phvP;$QWL zlwW27@leoTimhtV&Z%m>OnR;p+IqJM{fZJ{EWQ|jKKkvJ)Bo+e{t5r$KSWn;KJ$Z3 zHF38oOL6yvwE$x4_n$YfKeOR}PINkO?PyBA#@o>tIqSwZ<&Wzr)5dE(Ij4(5v zP#BvNr-xZ-efRK_=y_P3+Lwn+mG?=vd0rUvUf?}bq^n-cqsZ*vDSo^CCh`?u0ZY(# zKb`p9_RkZ)sct9?2aXf^u1W6){8!#DQx=83D{*^fzp3P>AKtWoU2I*7zWXl3;c@Qs z;&%lLNgwkX$4#U^Kg^(?DKk%<>&v^C>zUX`sM`(2?)Nz9Bj*Zz(;##WS%)N3e0UM=){ZWHR#2ZgctN$kFq1FF?hv2Eo)gkg1xPv1IH%8_tYipS>D z&hDl#Ur3!z{GiWkO?lKI#aA~ISDBlcf0G@zt8>tK{RZ*6-HEQdLFl?)af+PBPC_Tt z5$Lm7>jgqctui9XpKIg+lF z;<8jPsEZEzrnCcO)^$wxX&=o0L8wb9U)@x6-FAYpIdlUf`L=v5^!tdPv;EX=8FonH z1oSxS3EBQ?-x$62P5C{$lzK=UPCGwk8|CQ%z7xVw^ zPVR^4!2PiUl5X!v&->}5CugSTb3D53-b1(5^+~Vu&XW5Z&pZd71zn>yVrTZZ6NdX~ zx5@T<>!Z-^&>dZK1Btu+Dcv~k67)MWo?Mr9Uk}eB{`G^=QS+x;#P61) z-{AoI9qt_{{%`;t5Bu*T-{hp@3<*O?|&*KQnA-j}v({-kt(qj%t zITnV|uBqlN7F*4qK{?lVj4+n;7y7|h3f-U!;FQxzUq}3{=B4<1F74;OhQJgIvQ^MS@c@{osvjKkl@-p73Oc<5Q|6=Q|Q-h2C{FZ)o%1!0zRFFAp*g+f)(1>#^nHk1ehzeO5Q2 zTV4PsUjPT4D>P;3z3EUNe?ijq_B(h#n|vV*%{~?C+O*5-vFN+aN8dyDYVtQ-Dzr<` zakDM;FOAzT{#bk(zcYpL0d848u~o~z;Gg=8&^P6OhE>GnYW_~~hgC=Loz~-f4Qc%} zliN-F@lapV^Y0U8=NYTs&nNp0p-THOg_-{nTaTmt)l^f?`ybFr)sl8`H!$gWT6Zgc zM!9WorM&hhqvv{DYCpWQkaBAh)Q=E{*xQNc^_EtW9)pA3*2* zDd>yI<$BaP(7p}hI_d#_MN01lGxbb4pQ(#Z=`FeZ?n~%bcp=pf(mo#U-$#?bAB>-I zKjO>iVRl@BsY~3e=A*BE54!8S65pF@^xiH(r*&zz9sfJI-(d#%;+)hDp2h=Y)&Y|A z*pugBw(Fg={q6kz>9+}0uQFj~pK912`aN8SdKg{zAC*eFK9BYT z|KZi-zx_&~`h)wC-4|80Eey?w$NhA4Ji88OX56&ss&1Fo)vj5G?haz#tn9iky6=nR>x+K7@(09@ zbM6wF35;vgTl$Lar}ZR%?QTL_nZ~F0r5{{xq5nHG?ppL#t*;i^`ix_XhbqPPU7+3m z9CnjegmEM~9*2(<+Z9@&9-A-Blt;qMI26(6%zhT=_pqmgdQmz4vWtao5c{F)Qrgu` zzfGdUZdpK&OBweTN6x?=_kd8%qg_2{+ST3iX5x>PnYI%?JSmsmvA{Y;S&imB_eG4-f-yQb9DgH3zMcC{Kp&LZK(-&26ToJnI_cGqY z?nLKRuS+Cdk7>biA&pbBj9bg>W6t~9@H?RzwMD2GtrceX3kpM5k=`1=s(Dprc_3I;;DfDdkOk2|agD zQ;vt!zV4e+e*04>uS_HkbN{(Sj?oV{=XK10RLw&*? zpW?+OCyU>IfbP4e(V=)XG^KAUaMJ7Ncs}Z3^w}=qdNb=vOMX+0PTPx56x-fLy(pZ{eF*n*A9bof8Owck zQ_kS`&iu1bFXTD^keFD(QQ6U(-%^NP4E-7cBS{bKkuO_TZWr;nUvZJ7XVw8AUoHC09rj1h z&DKHKlW1QLGtU)UrG3opl7r}O*QDbkKSY0Xs)U*KL$EhbCSR9Pa4-7p_mzrm>Rcs^ zvzZ_63g{O%9f-r@+!h?S?<8T+j7wLewu#<`nL%hPUqFASJuK8)*e5j(A1HRry9XAt zPK;kU9Q)7>!qDw%qmj=VQ07C(N{miVnM} z9}4xtzhReG3S%BRZYK7@?pa8BL-s=tn(^yy`H$%C@-NZdqIZOL(k%RgCJ6Po`-P#| zt-?6B1kSz~&S@#seOO;6wqPAtKkZl1Ww(re^f-rkY_70M{BbSq?xEZLVw;J*g`wL8 z@W2kRv7k)*s){_{=xLa`o^@s#_W2oSD}BZHF_Spr#K=%l|$w{ zDVM@k9VxG-QckHqh|9C>ie@6^yDP^ZKSS5U8g$)%fL^HU&Xx0IbtLGP*l(Q4@66)& z^^MK(XW0(Fc?>-Y%}$qe-<5pkvD2`dp!aqsdKN!J@6841oce<}RUe%=mUzi`MHjRC zcg1z+r|z38=gsU3!1c64Z`~#6y|LWSFzYBucXuW}1O4EXzAEKU^NrP)oKN-U{NX2b zTlb;95w1YDV~bQjIWxs|xAQ;Z%lxlwe}?IZUi-VbAMR4_ldWvQb)Uz5HpjL~|A*(G zUO~V0CiFWyPQosxeinW~zjbLB&a>!ppJfjd(SyZ~zYigO7y7LZ-;e$D2%+EefY3}Fj{SVn_1#I& zzqw2Ny4?U_R?q!jepk2UI!rG0iOf2m~ufxKLlq>TG!}Y{Dad-!@V@V_O4LV49w=eaZuV-A53r~wbJAd3Yyc&BG z{p2>E_H{S;2hms8Xe}&Q2&Ybkotak__74`@?;-BCJGzs;{9>U}E#c@>grPg}cRa-S zHs7_j_%rj-(cAjFgl_6u?8;Z+&hbLE{?6pTR_GgFA#{b^g`rzN>~Ia~6&DIkZcCx6 z#Xc-<%2(+0;n_mBY!rIky-aB97YcRXQ?UmeA&hHxqR$2I3)KeZm)ph6KeLO|yzwiS1YH6a96|=^r=!(mJoT=ZN1AeoScUFwb1o>W9AzHx>7`pKu`@Iif4;@IpaHCM? zFuv1tXifSm=D!=;6uWypq2F@^`N#c|-gnkF3`1$3GP$XpsuAPxTuAkUv|oX$MSs8Q zJzUOX%BU}g{R_pm{rMlZUYd_q&G%_{oFe}_v#++$bm%S&Gj9>PT|?p2M})D(bJ)9? zXJs3_C$_5fxiCA=*bO9JRDYl^x-IcvIQ0a|tx4#hFG@Pl>1^@4T`6u`NO>QIQeK&@ z=(f9*ay|~HoHy-@DA&?Fov@$$dfbKL*EdkknZKhWu|=vc%xEL&aW;CRlm5g9k`7Hs zETepkYtNGW+5UQ4zlGSD^`&9bd3`jxZ;nm+KN#JM&C!3|mU@h@I7N=j>b?CA{d6as zDE{~xah0u)-uf=+y?ciE-W5Q71G?;=g=RuZ|2{Eryk3~jH-P)ETJbyXq?6?LY=3k+ zyPlfAo9i@>rh3bd{14L){SHIVne;RiM#bpSBY&dxLRm;_7H}H=vr9STWnS9Mxoz_UhA>wW4688ruJ)FiEisR zZkPO~?j4-(Ds~*P}Ys@$}*O~r9RqItL@4`Xm^M=)TVz22gG}~GUb-QDQ zu3(qwY%KW*9nQw%wZ~zvx*ZOq-Q3nI6x-NygqiVk*maX`H~wApRQF|En=4>mxL&|G zbT?>|q}wH*2>tZ8;I!0kK4*y7u?C&a?6W7f8r=fUPwTaI$P?S`W*)i8Jx*-f=?`?d z!H+^y{ee);e;V5omxt~>#15;^5$c>A(yP8j$EU0k+U@g%v4-{9UHJ{9cfN%5r7eVJ z0y=Idq2p#NI-Y5#Mt}FP4~t&-gxGfRy~41Xe(^Y`i`cqNThcobhug(Ri|q=2L8n*m zfCp(;k0aS1-S1@_Tp04Kq{kX3v^xjGPB-8maU~qie(7#kLwO%F>)i03HlqDVwQkG% zI{kdoSDzz{>rN8taYw_=yvLdG$nsv=PG9hzPFyPVO&9RKj+}wL=P~R#N#DEm7u)VA z7KVf9yRLm9{v~JOZ`K4m|9D~Mehd8`zJts@eq!q_}$qLQ*;X*(CF`--bJn5Bh;BUM_7}ESJ zJ7A~SY9r&qV@-+^k44Y@^GVMyM9=NTNzdz}=kYA`+)qQ#?M}*ncZZ?;`VBod$E5QA zOv-=15`B*kUMl(YdFVwfq1~lfFz$dcPIjF<^oM5dDmEPa(Z)iiaCF7F(Z} zbT{d~z5)FYpEQ*8upipn(P?`T>2WwTZ>Hlb(QVg|-_bYnyY^Pi@1D$c#Rs@f)tY*X zc?-J9{4clb9P;l=x?Ryu>^O&dlRldJ>-Xi0U(M$^=zsEjTp`a-w@vz#_7gG3^pyNz z75e2X(6cb(dd@!_J#=^6EVjAe7NOo$CUo!JD)e`wpK2a@>Q5d>zC|z$87#J%hyLnC z_hY{{QfNAk7TU@&*yoQG#vaff5A}@?k)AtT=uhE%c2YU{58Wu|GL+HCq!JbOLxvfWBp>r6| z6MJg%?PVO1Z$i6ccAc2a_+)f@>qA06opErc>QZ#P^ekbVa}@dNqUU}E{p6wh40L)B z?dm3%_ViejbbR8OlJ2|ICtm^W=DuhT`r43j=X%_Fu|qR-JLY{Lb{x4_n3*3cG!v!^ zb#2<$)dtpYbDaysA6B0(^!w_Nzx`qKcXMh-U-paGaqic`FzXAUo4gKx4ePz>O=*1? zJwW_+DeJka^{vPseidC-y_ipKm$IH~%ws)Q7jBbuKdp;UZ$ihz%;Uv&1;3)h`Ru1= zI(&e={Z*lw&$@5E$pd2RQubZR>Ud^faq^97Bn;h;5SsDq!=esv79Dm|*k4VLTP(J3 zlE%H2(5`NB(Q$S7cJeRp0Xr86!%W7*srk)0e&xBmmmMz@#@R)1PKnUgy9T@XN}-$5 z5tg4V^n05M)%+Y`IQTQ~?{3=h-L6eyXZO!k8JAN>_q1zHC`yzC~SoA=RMu%1F&K!Sj5lri61dkrX-=R5{^3HTb zFML;YUb)NUxcD;X$?U@@c6MByN%NHbJ^XHH2D5R!nULxiX?&Ktj&%1P^#FA(x|SV> zt-eI>{qs=GL;qrP7`mO!^%SG`{>L-Lw%<{|ad(`~_0>ja?UU$!%xfn8Og*3UM-pF$ zwldjYHI?+(BKhlaoT=tK`bN(0n{fZ_Q|NWJKBC8Pec5?o?tT7;JAwL5c7C&aCf%2M z=(cWK!1cYK^yX6ZJKUe{|J*A`PwTCPk9%P6Lf1?+I_8!Ur}|TFl=N_4(!=iPwcFi4 z9d{e)FQD7@ZS+%JOZ**QB2G3pqu=htdnCV~HdJVic|e#MKPt4xjTX8S#|cBTM}_*4 z3Bt^}8~CqyB>6`PO*Q9n4eupinuqS*=en}%$GJQCf9ea`9o*B!>3Hr#c3(E1blgp) zUK3W4&wt4KZ>p%5x_8ri_b$&f7E^z7f$z?2W4=Om9YoXNZ+xdCXm8VFnYZE!4Bzvf zQ-!X8_B&TVIpMn!$GCw@C}+mc6lV6frJNakm(UJK{eETViLDpZ$G;=ZdksEru~0KkHf*Qg>lZi==0^g?3boqeOn-+^jrtuO-tY~a|1mn;k$L25-qY9Dy>e_Z1_=9}ktoni8QN%RDtx#rQXq zd%XBntJ-jVvAmypEbT}-hq%*M(7t3R-6iR&<*h=~uMh8YVKMYDCGqEh9Dnv8p+4#^ zj=LP%#pt+y4jqr5qT^xKaLMNeJtzzwT@I^=$79K(oNoa-Zf==KzGjcZnU4tFvZViw zIFIRtP!HWG`E4cj7PW!*H?wcC_~W6TLiGoFpB=}ZeXm`?6&#=Dci4QM zhwabv)c>SC$Gml{TRjXFmbBS9_?hlk36E;vz ztbRx6n|NWSJr_2=5C0y<2gi{`VrTZ@6q+)|3#rzO1JZrp7oE11tgGQy{6%cjp7q|` zlmfBi$mYV#{!2pNCH0#Zu1Bv&zlna&VceT)JrsZM9zr*W_H~n+OTLLy6qc3AhsTJAO4~Jg>lZ+LNoq6*sme!-S&#!+9h8K^(N+- zxv7irZ-=JiT(Lv9$6)uNLRWqh_OK$MsnbsAyPgaiE7E7t&YoGHPjuQ3ei}ArT^Oah zq2H~}5}JvOTX$2Lf97_rL7yuZ34K@QkE{8k#WvOGxS7yX?6ChLVJxA4JkDm`nO(dG zogMuTVQijV&-HI&+x*EwU%`4Yb|>T3GyU)4ce`2VHRyb?jU^5b-RfeO9bn%1uy2K? ztX$qxlZ$TqF3hhq6GrnMZ%FOP;UTg8w0ni2Tk1~=j0=l3)C=6e3)1<{g4<3M+Qoba zdJ#J5CV$O)y^L{nw!y2|%b$h29~FjXd=Hs%waLC3&gcVY_7}#y8-;pNU!l#vMW}kw zU$5prNP4@}9)i(>pC4RbuG@t?VOVuhBJC7*=Z&Nn+#^)I#|m|u zR37BKiobOb#yRVRq1(6kYZ0G^?#ECL?S!$WA>~bqC$saH>{G4q-;{LZ19ZdxfPUKJ z(DU#UdTyUg`tT0=;GesO-#H$A&9|yHaOKJFOunG`-RyV+_iwH* z9Jol%t2WY3;=bqq`Mv3Xr+rFdUefJLxUYIM@uokS`)+UJIrzJ;m-B^>`v`SusnAU5 zhkX2{&c=`8enD96m!15!Si_Wz_j8HYKC<9zYk zPN#DG=HEq+ZRO|a^P<;oH#mv+eAz5&M+t zKFl9Cbq7kiYQ;P=UqL&&9$QQNW+LtCs^xp=aoVR;_n9oVD@4ClFUF^b{b@dURVg|> zgZ}Zb{|d47n2sFRs0sF>8gzCDNH69@1o1$0PDlV*&m_P?H35`(kF#+-K|1B#t2nQ)^~H051`ZS|C#i8F`V_B z&`oBav^ci{|LR^s+W;N616rhf^+}&mBYJC>evR&KB_59>(Q&=#N&FMie&-`^6I+e$ z2{#s!-l4rP%tXgkt3QeD_ppA9Y5x^EzU?De^;dac)#&j;H+8bm)O}89mw3|W(=Y5g zKPh(1n?U*w`j1Tq-hW%aH|agQ2tzaa-{YJ=i>=4uE=@{p-s08heJ&)}tT7^rQX~x>b-~MZG7^=Dx+XFNr^{eTU;Ztr4n?n}x3M2chm$ zOUe~{JUVW2>xpf)(H*uM>a!XZhdi z2%dxcp8IGo?9F{Up8M@iNO9>!=yiPQCP`P<-7NGU+#)owztEjnj=w1BcOJT}UPZV6 zw=QZAbXvLlB!BStbDqbB3sr0MI-UV-1N1gKECmftCrMzR4wdmydLhQ z-s)HK{_D2sIcLXdKF0SGe0|PWkRvp8na3FCZj$fNulzflHbrRKQ=WxprDD6?t%bHf z?TvOP?RRkmaft6qIh9$rl5(UQ<&$1Wyph>IT>N^$d8vFkjeIkY!=ATGbUDmiflhCj zA=K?g2;GWI90c6;f7{tZclJ9~8$T31)|+Od&r=?S<%5N4!}Y>AqI0s(5E^@2 z;vsan>U*JH$U1LvIP=Za2FACk!w;d;`v;J(Z;Hc*(w-iMu|KNLIZ4uOCGogY?5h@A zY!&@>16K-_S}2Tpukk)lC!Tb>7V%!!se=99;(gAq7KWkZxAhpmZQ7&rz6)`@E=}LV zEGzka(X||3NjtS&g1(z-#?kwxKd1M4o6tA?RA|Z=PZIV|6FcV7ex=9p-MGoAJ!|gc zlCJwcB@9E!?^mSp>)o+c%a-9zSM+DuM z`*1L|vk#>n^uPT<_A(C6bzUL)^ujOs|NU9d#I#T4$?T)0e9=du=dO_WA)MAk{MqqW z;g>VT4xc1FPkNNuPgeXf4?PU0qa)!;bk=O695iqC;&;-1SL$raPqz%+aCf33;bUyQ z8OGnq7k)x_vg57n+myTRJ@hG@mVT!U>Mg`idJMW1TTnjhEtJRMG_KD-kG{K;VE8y) ze~RmU7j)k|hF+TS{7?NAI%@hA@W1|*;^IM2kKw+A`>}1Ols@?)@}Eb#e?IZ#be{i@ zt8)+Yx#<7@B-XY`5|S2^q+4s-w5>yn9j91_w6{Z&G&aOKge0Mib3)R#u}Nmz<5~rV zeMxjHwm0;9LAS%Wx&1V>Q!Webm+M1&Cz;P}$MSv2w+8U{iu8I7zjw>q9;E*j>a}Y) z47PfjjK20~LTo(0a`pGoV?Yx?Hz0=TLw>*rqFXy~A*Wg+Bbv67dp?b(y1&qaOg6_(FWuQB^5!Az$fFfxM+2;Y!uMFSAFWdoJ zr6z->4!?{0Mwikq`3br#_m_kI0>{?Wr=(^vfgoz|Ow2Gxcm)bBofXvc3L=jDU83-#MoP>1CDjrbq? zEUvRM?LXrGy$1W6?hM}5OL@2Vc|uO2AZwFd1Njk+rBsu`CLWN@A}!W?Mu`XvxIsQts4?I)7DpoeEB@iH@T1JsZX8v zyY7K4%6T0#BIwjx>|dJancwD9*F=Z|9*v`_V(Os2Bk198p+A2eDO0GIehTY#`Bo=h z|FaID-_3en+)Tf?B&3J9rlOqrao0k29N7D z3$$CQ=T6R{eTw>Re&qQ~4$tok*^ZEL;ePYkFW1$n=VC9P-*#mCCYtXj41Z_y5r3Cx zUsLx8+hI<&z;*Sp+d%nMGqOr3A7Oo`=u;hj|7sOb6?2}7+;;%wPjCJhG{ae5?de6Z zZQ`RL{T@)wW53*=XTL+v<@a(qa|h~)XnbAQoDu4gexMoNhV@8t6WXI{f%;e+=(cel zyIy>d`n^8%%cHpLX*1wg)wr*U9ow4vJ^tFDa%y-NGUJW$OW56Yr@ zgWZuFlmzM;SJ19@0=jF*?4%CwSp~`g{7x<|vR@t>kAvSWzm@sBTnmayA?~U^N1e?% z3CeZfgSHF5lbhTSk5z_#`4*0++s-*5UpG+2r;-OH=(dOb&+<5)F8cjQJr=1 z^{`c->`xuHrypUyCHI4(X&2DuH>W?NF70}MK$k@l=e*n zs13@Q?2pR?w~8U1=KY;zs)ydKU|b? zKUBG{40>&be+J3{j$HpA`g5NS{$2S0ihc({llvp>=_f(I>NqH89tLf_a?sRa`_^`( z&YRrL@arLLALyghbv2)QZgT#Obl<2YD3Y!R<+{u1pG-aVD-Ym*uZlTe&W;J+)rSXN zJ`i+z75m$6#hb`)$7}>e(z`r<9>>$oakdLo%gyk+GhZTcs|vFdZn_dS84&AY+J4^j{D}uf!@qS&`FdjYhZr*1Rb<&-sZt9`bQS%e~_tCh%jH6$_Pru0{Z7JIW zQJfXMnD5DM4eZGNpUVvWzz;~hF`TCk-)A(=A;02%nhv~g{UCK)Uds2Zk5QkZxZ>(t zKDX!_-rIA0&+^ide7}}DE$0TED<{oQq<@uqs25ScZI?%IoG7D?izlh$`WSWG{>*;2 zPN%*KLA~{b)Mr15jMjylkC<*sf_|?jZT<}YZVP6DCXagV|D^4wg!A1*{Wi6EeN%_y z1ac_;N{?-qGc3E4{v~9@ryx4eLQoe}!ud5=@KGr8`}o#Q@fqC6db->5Ou$H#-Z`j60OKRN1$ zzYklid4syWZWTFjCFssP1)3#);s0um3zP$SE6amwQ5kj=UtGRPzi1Zn#RZ*eTZ-dF z8TH(rV!z$w<DbQoV2iSb zOs{<-=zeQPf1fnaXQhL-Ug$>-r2dG%{|&z$N_}y^vfi}yvU%LDp=4v~imf+_b|H1e z-^hNHDIsNZ(rsrxoz8r21#NYRdN2MC=Q+=GQ5KG?pkGYq^>k}q--dp^YB3PkkK&c7 z!$BW!BSkaT_x45Vs4Ax3`<~Q$XXzKAJ)j@t^V?rSyCBRPFd57*R`=rdsxn>7pxb7sp`|!WBU13l0KIPZcb0MhTZaLd^(SD|OEdP)GziiK$ zS`h9|Hy$)uzbc12mPMASWe3tfUW_@=}ety-0(}*8_A(xu!8e-{mQ|tSI%*K zU9P(hwi+ZrU6cKAvxM=f-A?Ma-W>Li%$Wt9wkO9>uh;dUey1mcZrhchU-=7ldC*tX z0@8xnPbzC;*IJ;c`4RyLf38)vp0xCTNjD445 zdS)BiCpf>&cKj21E7lwa^{^de^>^uS`XA7Ze;Jf7U5`$mLA-%WX%FtE)rY zH^rXhcX4?j#9Kek`E9n|2I#S=wUTtyao=+)>{xvV`tuxD*VUWB7J}>1Y+a78`wPE7 zm(@JRZIyF5&K}!`41QO@eb8(d?t^CQwWf|=EvVgj+HarVkSEqjaUbA5Pm5(uB zw`wRC|HRFD{z{gY+AKGIWet{_hl36|>XIsE|6R`gise9j0P0Pf$n@o)tjzD}asYKu z56ggG&2Pr^qH91~uQIvyCzhLwAQ9V7{KUa6Ny%F|XT&?F_xB2W&O}ex^4b0?HJYdwYuG>`G4w`DQU+ z)=JQA|CIR$a=b$iW4}DwC)2*j_h`3P$9omMYlD8*wV-+`^gF^jEV1@h_~oqDpqtnZ zjOMdP-=(AduS8ks|NNAVd{IByoumHRPSh8lHJ0g(SRdPZte>NLTD?u%v|~MOJ5py{ zeI6&PgnGMcI8T^=rLW|1t^tpWt^4Qww&wL!D)mlR9}K_Ar9R4m)OQt6>JZmctfii+ zg=7@(OxNUb(R?cN0@GbXQdZ&kzn>h&1AZfYufX$UEM7D2L%zxJakql!b=Pb7-A>-8 zDt?g9@my$^jOO@5^nF`>%jffRcS@P2K_(7yPZ{|A-8cALKAAztrQ{_k{azCY2I@6~+N7wPhwEb^^P(B!oT)!~+) z+u01%!>$MI(mG_=-`Ccw!h8+>MmZDHe+cDmFX&f>@8T(JU)!zAm|mIfZdGkEY&AcW z=do<3+tZ;P-{dl;r*a;RTd^PYMO6Qo_G@9wI0L$!13_Bzc9CW4 zsn0tXgL2)Y^zR)8s?@%q$xQ)mz1pB2avpkYayft9P2hfLLad}-7tRK4{!mcO=RV{r zyA^Cv-jMk&#L+H0MZG@wHT8KE_cb$Z-=J=bRWEb>+58=#LMhj@!--I&Jb+fxa=v+3hm! zgJx>=rH&^z2W1hzm&f*-4f?zX)WrsDPuB(H5 zW|RQMYWB-*;(w{zN8bTW#tYQz2~+4_G@RTtkm+@LgYuiYEI;Y>$zu{!gK4|ps5dI@ za`^pS94{7q{$x3syPw=2^gNyYbiMgi_-+17P&6GH7}~*=IIb1@J`BHZ&F|H6Kl|yT z>;%h8gKt-v;X3{c459J?*jd9)|2J~>Y&MBed^9pZ$uxC z@7j;4t7-xD#lFaT+5XIWT3<<>P*<=Xmv7M)y+b{Ik~%E}^*`D_%l^#snIA)XU-sY3 z)ujEDes!3-Z+{N`)|NpJ@1jn+m&1Jr%JqZsd^+sUA*-+*;JWd+s2?n5gnSQCKO!BL zMbu@rfc@uaf6ssBjfed{WfdN86z?P2-%HM>KI!jyzrJy34~^mbl(YCg?N&Zl)SuRO z@OkaeeEw)2xwwSy({*EiS{;0X&(~@i=+01=MQ_^XICa(kK}PY|+%~4m{>*Q3LcT`R zaUNM^Ca5l_j@zH9<8~Z%JQ{x&y?LDM&-2CBiSRy_vz=gn=KsL=;_q)9+ktXGcrVeu zDT41$y&c+-wFlrl_FA@+%r$*@-klsD(VM!#Hp4rDBB?dgujl_=e%%PR9d`{F#bprF zE}$HlJ8)ek$Db`#a*Qx_G5IJTt}l@-wVGz$#Hgjx-x9J?f~`q_y=U$Lh5wsJW$2oN4rZW z+6Ot`O>eFVTU`7D`fE=f2Hix?Usw7K*mB=u`ZL42@-oJ6^*!%k`oPAZsl~XhZpB&Z z@TLQxXbf#|^4f+e5&u((lm~Ycnpj&T=&n=(0-KLw)YW{Azsx zF_+Q5o%7fId44Y!eHa(Uj#)@uP8tik@%=&Dnep885XOO#Gp~SO_UC-JSbRe0v8whZ zb$a6mpx;$UogOfo>GN|yw=)a0iS6l+PouwUQne&%H#rf0y*QpcdJg469b`LM zS7$kM+xeZ{bti4&`B2W-?{)H7!Wj29)bM(a!Awx`v^itYH1=&T9B|8|s~^M%~d@Jq&-ee};OOI-|d% zzL*ZI$9)s(gX_Wi-Hr?TQWom@?aZ&AWBu;BQ@7;3VO;p~p!*+(`ah4<-;=U3+YjbA z??-9&>+EUjrQRIIXTvzH4*P%jn?k>La?q3ed7S);emOVj?M;ENQg2))&u4xl?Km>h zXEB4v{}V_2k?_8b1s)C8yO+8h?eD3oQNPu_QtZ@3LK8T|j76D$}0Zq_$SU&7-nA7i<~ZlG zyY5-E>)Zg!{`_7pR)0ag&MykO9reqnz;?^K&|i8p=qGVp-FEz)dc2---eU1pVXK2{ zL3bvP_Mj=Csl|0@elpjgsg^f}bjFF1`+lP?_u{^1qThDfjn;#zWr!1#%=P7NJmba{Zr5+zy3AzSzXs2_Yn@s6Xe`XiZmWDWPQ@MWJl+=J< zRAPKqSHXU{5FbN__2%$>JbylHHGd>%$Fd)8TzlBDILb^v*Z_1BE~h={4D>g)|178m zy$^~cu1B+5Lx23#WcYm(#)wA@9DZa$DzeE z&LcIo#xef@_Jc)oC)jRVGLKK-_bcDC8f-HvjDOANd^I_j^G(eb_UHAcn#iYHUk&clE zIbNxcu>Lf)S-<+%h9bXRMxBcEM;~Fm9IZcgp}v;4v0hhCvA$PNvHlldlKNQCgRvof zF!ewNeX^fU;&UnLbkvWR_fyyGo$TMK1*9EAzwFQUL^N+oy-j^L!$Z5{bLyo#!|_~u zE$?3sqpe$!s+jp=`!C`?U!= z`e=B*u#Q`$^8W2hd>%iAIw->Wu7Bp41)X-8)MNb+bylt?ec}IS-$g zUDtd)=y#a6t{T!jY3?Q^_;hEx0X=9Gua>4M;Yf$4t$b2UJ~|IS>6q{ z-pF`wz6s;7i;ET1-NbJ}KXn_Z=5HVmz6|P3(Y!b6cq}eH{I;$FMKX2V^D;+0ZfZd_?+MU1=K3?SrUUbJP9gKde7892xSQ}7bXQdR9`sFifu`hbGIuHH zmh=0#Y|i=Wwv_vz#o}`yT^+mz)JH4R9&{QyY-)W&o$j@j`n-(u-Q4(v^zRA#s1$G? z6)}x*TYcf}NY}?2@VLaPpvgEH^qBMC?3njptA(8Z7TY%mwk!(!pAEa8cJtdoF|8Wt zn{fS^So43><*A(SX7a*!@`caAFAqEk+LJ?=uW>i}i*6+c)MfgZN}yYjfpX&-wkB-~ z7{$Rfwd=!{w{l!q&SkqfT6g8oSD<{@{LoJ?+6r6l5B=6d8(Dt(yaMVYGeN(K^WOEM zdtuxBZe&M}f4Pb#%)goXZcj_tZri^=HHi9b6K{s?8!+NIPn z(}B7a>3H{BmAWnZ zalAHKzoegGJ{{Ic8OQV}o~YYKy;N!ctDkaC(EWQK|4pP^q*d-SsPZyzLb9 z_G8kFBK1|_Jk7&#KLr2#JYO^}?xOi+VO&D=;r*NA)IYtM?I67|=w)~x_UG_E7gBe1 zji>ngq?2wuDar$r=J9uXlD52swmr%BZhs-2Wx8)1jw|E&O&$Io!tnQyRRd>J&uy1* zf9LqVZ7HAIj^TTf_l9;-SQj3xOVH0|S^k?x`Mjx&hh^!=LY?LtS62$ z?J_}sp%bXI;`zF>Kd#%P!M631>EC$+Xxd#1`aeQB*>Vo$NmXO{QVE=As}~o-uQ#)t zib||UOs#w1cRRbX9QJGh+RmYVSa}`&ldFItnQ?GJ-8a#nkca7pT``7|+da?G0P*O9TBbt{*og zobM(p{{h{VMJLDsUj}XleWO=FSMd}m%0|(i&>b{&IA7h#D`DHM=b^W*;20wICy_NN1F z=j%besVceo)NCb$P^ovK9O*@DH`{TkEMGZnH@gCsH!DM~CBs4!eorxMP7ed3-d!tg^#--r@b~2YG)o zn%{kO(CN#lqpBL)H?lI{gI-L^uY)}#yw6Xc#(R`i`5tZJLfG!tMP%1!K-Ds`N%JG= zZ(@GGo98i0`2J1paQ*(_zBKPweaqh?T7PCr_#TX-j_Zf`eZcp87}pg^Ibam`-9D^g zNAm*pqI;Nrg#B-omc{fC7f6_%u*DkwPyJ1-M`V=_@Y~VtLV7E*FY6WkKHIN8%v-mo z>LK0y#Ck=%9tYcJ9YMMJr@SStgf07r@v_$JkL&6KLOE;)`U~s_#P-djKg4;oWB;Ju z<}?1I*voaRa^HvW>mfzd<=ND6H+~ZHhkYN^{4PvimjcH2X#@49%R{~s&}Eg%_%L?t z7TB)fRqA!qnIS#Id)t%7^agRDuD%y~?57rylh_}RwO6Ur>0Ey%*K_@uK0+Oj?JJCQ zlf(ILZs(8CU9)93DEcton;o;9x_oFBnf5R!=MDsQO^&O}{p^p6>C|ykB9Lx7{zQGA zy^p$G`VlC^YoKcR6lk`LAlruZ7ejf6im~t2)E47E;Gucdjcpqs~Hq z)rS3`-^K6bZs!WvvSOr!KgI08+1Ca zqXv<3Kfmvrl4ue(; z2S)pey9rHU%LBL5-$a3GVHetssN=5ty|ANs>$=7e*wK79n?Dk^d4c1{;&t}FOh%~B z!+sbl^c&?|>W$w+opA-!mDqPAoJTKO4BBf+@x`;WmocAykos;)sBbRB8*yiXzP!Ws zf_Z_uBmNG0*PPeY?~`&C^+{G{J~uubcY^2fyJ$z}*R5%b*O_j9_+P5SL5IV4Xw@Pd zzdYR6VN$muWfi9TF#p?4U`xNDYefivSE_K$_;`=ap!9E_nN78NMd-IK- z!~1jHNdI^)Z1X`LsOFLSO8SN2ar&xop8CA5ZWZpU1K+!?8?`&A zNMifWH5iTS`5T6V;*AG+{e%ZVy_nVo;vQrJT{eZ7xTZ<9kiqQKNV}K-(oHG z+yB9FJ{iY;xcoYW$Hga+z6t2>N+kDO4a)wPgEsLj%iF=PK_}m0d7J$LXzNY|eUrgp z^u5kx+(>`pE6765x6w6zgx*H+qfFj5*e0VG6v?m9KF)ZPYCd&bwY;DH5{{?)3%9_I zwG((;`6aY3oP-|RlY6Mk>F!N%P z{G#kZa&;##wqF5g>#;vB${BxM4*Z$AoA?E&s%-{E*{h%#K95|&`0J+ay|CSc@O`{y zDr`L@5%jC7&_2rkcx)XL^w>?E~L0$a=+Dk&5w=>jnn@=6L%NQTV z6?8>DcZTcGd=_@nzXknazmX_TnQz4QRaCE< zEur3hU>NfIR~`cO5%#adm!ZEEecui9)BlO{H8<4%r9nsIs1sr@b;GX@r|8pqkwLH9114_mzx(kJqIvOlk<;;C!qL)z|a(63Ew zU-({RY@d3Z$KMqg^;3h+x}Ch9DdF|i+kp$|SC<9b(~kD>^sB=8RtARa$>!lcZ{z*= z*FwAIG=KmW8-CQ`rsd5&|a1ygWdd)-8yKddV>BSyj2SB3vi;b7RY?~tIl z*q?SvUof^`6#dE6Z_%$CY_p{+=zDbr<-QD1#kZwhh4qE3%Kx`7q>h^xnj&3%*%);7 zC1_66rXAMH%DF5*GKJr*Ov!eXFMpo>a#1!Pwmv$B{#{w1?B4>kV`>M6d9oe3&di;o zev7>up}#7d^V|H?JlJmeEHE}NllFGbZ&QQX!Ini$>6f)Y-}3@>xcCU@CQ!%4#kXLa z_61B&TSO*I1${5ZiIMB>g)RGMFuj=b+3jiSxf^ex*KQlvldFaOsOO>usE1I;RkjGa zejK_hlK+of^8sj2GA@iBwg`4C&H=eA%yY})_i^8=8T@L)HRL>wtIN4uk7hd_pbpR5 z2HLvoL0vP9ub-R-+l095W=VJ0avi^y%l%g~efU}Euiy1G^|<0Aa>W|Zj9Nka+#*n= zabHtWJ`lD&nL*}X&wOX%$em&RS^DSDVVn3S7;9(Kt~VZ(>o~5iTl4$4xY&yRnbh&v zI)B;+xQ~i2{Ej-lX&Y!ybH1A!&wW%(E$X;F#{Rh6-;H|jZe{+hVcuJf3)JIDTu<&N zao-eMZyo(B8K>1xoeMh_uOaAm7f{!@4YVDvBgg&;-F5}vQO8TRQ^#u*gZ2}S--^H4 zK6htXj^!MdTX%gMlskJ}(4o)%1zUf|a;Z{TF6H_f@JI9IL|^Kbp&RAAXm~@6&Dq^;RC>x)V{(@o=BTc6yYqH!a6;e(DNPlvAJG#8+Xp7&0+JM`u`Ja3rK zE~XjU+a`mt_`{%SH;!z}|Bas#>9}UT-v@xU(>=^LsyBJO7pM+(2W1ia-}1ho-?PI1 zba2q`qSnkeI}LQpso!c)5^Vb^b=-`&k@+f1P#vrb>SHV~@|!A5Kkx_2l}h^-bSuKR z-a@wX?Wrf}uVBC2Nq%3`8~J@)*NjKHSp7Y8SEVtovpv0zx*S&k+Wa{oo!`Y}W$L&n z?*_jap2qwGt_OAXE13Tf=dJs!W6)ukNcH{)aA5i zz}Pwz^4$HPaqN$qT1l{D`(uIX;3Z_*FVy2A_Q%a}&RNW6Z7g5&7AjU z>ihxy)kpV(DuL_I_Rvwo4|{MRRgBd<$7|xDa?24G7@_2 z3c8c$Qb2u#^VWS~nD16`jCwBjklWs(o*!8bs?hH z_MOs;SZ>AM>v5d@^g2+zT?Z6pEU&KMGNzwoe>RFA>l?BCZ9DE@Iga1S^16+BDvLPI zt!os+uWPPnzGB+ZdQ&&yL#8kKgslD<=rVa;k^DK23-fApjlHlVotDjmPB;DmezSyh zEBM_&52@hs`cKf`E%2Gq})P?xnZo=dAhjqmMJat^onG3)Ami<)s>od%^F6dX) zNUx|fVl{P0r3O9f9(3wj+Wya=SFeWr$5y|W+lJYqWOvv?i5jJhkzXq(!Bx%8_CNIxZT7xg;I=WhzBM{`gSpxR|by&pbbXe4#I> zs_}oOTHFOY>WAyrcfz)#so!#TJJ@~_^;?8Eg|;*Q*Sgg$NH;&RogdAkwTU*^NW&L2AQFnl{c>~(V`F-3h z*$e%(^%zf54p>Tkp2_v%wr&n=v9~|yD!PJxYICv)=c$Ww&Tn%KPD6Kn&qJW?vYR?w zv=LMZ%RqgU{qWfOeAp&~`Yro&U7E>Ag|0ZXLarTRh^QI2A zXL?UbJlu4^)`TP$8B{ALUHQIYEy4@NKQ1iv0~3y&Ym@8e?cU)0}S z$EnA)%0ZpJm0Vl|x`LNMyKEMyQb&TO*1tiY)q?3KspEc6JZ!n2ao$83zmxmPA3&Gw z$pSDo?gGZ|nQO@L0<`sxLa*h1_Q!4h2H1X5KDlc) z`S?hbD>ayU;r|#K%GraU`<3P2XHnNhUj@Ivt0j*+n9TgQH3iM6M)W5n(ym<#bUlLZ zHHl+-wKFWI{k{h6$=#rvxQBK=Df*DndN_0ZOCGm|$LTQtPLz50RqzJb--qNdG{#&s9A8;d%(i(fxm^-==Lx+q>F=Zela$ugCFp zv!xPjIWT+|ue+DJJMd%baizCur>vmehw)ltaSvhZ#f;Y~nzjo0{{_0tM9_BR`ZRZr z>&tzwF#oMdSdX@U9Q)tdeW~LYZl|4A2eiw$4o$V>__}Y*^=BsMIq0;w$o{y=9Y}jR z=c~(s99K7vIS5c+jYXjBzYO$+GeMC&miDU;qg?5stPj*+>W2M$2 zUEJK0cKuG|**2g$#B%Rny$!bf>L$=PVL6urS-zcRxt6oyk#0t@-z(!-u2uYgmfNtN z-Q-Ze&2hHdRWZ~39*)b&{)d?V0KaSN8pl}9!#*-*6m{I>QpcVAmHGFxJz-B%$88iJ zXApJUs7r8vZbBR=lB&_}aV2Ow1sz{c9oJV;$Aw_MXFmz;okOf2{gf^|?#`gsyQ$w% zT=HmLZ?q4&SUnK=)$OdGRq7bn;v)52wVVoDR-OU+SLT8)%%3tj)N#{+{XKa<`{jCb z=*PAXy4Rd~DuN!_(bOs3n!06|1^p@u`c->1?<3f1A=Bk8q`r#z{O)j`8f%bW4f

fkrdNI`nBP? z1!+qI^QqrDo!4{Sd0%b^@6*0STW{p^_(p4Sf4VhkK4d=sIP-~n!t-nn_xlUm3#MIY zPpk;z8*k_0Jm!N1Jl`{OX#X$`^t+z`)jRzC|LKPxdkB7a=0Q*oqmGNU)Ny$q|8FMj z3m5$l{o@^ZzIh6i_fx;+%<#W0W;xcwLjQZo&CGXe6LJpAwd=wEzv;m8Z987W^r}~b zs#tGGksBImgmYx zpu?s;=c~)G@1k7K`E8<%aap79;(lcl=3m17OH~5bjjPljpt~x&43x7=sKd)vgTB{N z(4CnJ#`epho!JwVvpH|wH?B|r_G;t`0qUdQLzj))2FmqIsn_!vA4WE3d>B(lQNQao z0>$b$(5>M2ax*IIpK|Cw&}}!7{c>A(1Z=;mD`-w|zPfMB{m{&)Fs^=xIxhQv0UdU- zg!(N0LwmwfGIKU)^T&ZIegOR|xUSqRxdnD?-8X3Rxc`|PP!@EX{c+Ql-^pY9Vp6ZG zPY3O(hnTN1*P+?YEorYz0?m@z%-1d=qW;e?&!{I@`#^&)6bFKs1&UI*d z*mmf$UBmjMI-SR|G9;i(AKS6!&$$4%n?H$^ysN;Gw`{OEs zIxg1Shji6qBFdR)_9&=_kz!h?H#&}Dx)@4^{j){0EZ8!o2mN1k0)0>FmpgYm?C86i z$+?O4uWY{y!*U4~jO~4U9Vu_A zjPuE=aXfEd(igH`aleuBzRQ{3=L%3i%l3vE%y9*KXCnOebZC#9Vg2QAYQ*E#^119U zq5cc|X1f)ko~&{w^0}Se!GFd*+ua9SUlr=zus^v9@jK+D!V$vo1=!KJvaMG@`=gbhx`H|+?x8NJRO*%OL@H0}2iGCL zf8|Y3?xQW^Nb_T`?<+#O9laiOFOw#hl(XLA@y$uSiTTYEp4Zgod2DCik6h2|n|8cU zT{GzH%hXHv2x)4OQUBS$#&(8!fPPhtl(3?q=e#eK5T5Tk zQoPRlj&wa19~94LGI+jdTta@s_b!W;@%?nl1O4u2z-V2dnnxXv;=k%6p`7*|jeK$) zb=+>v=6OCHM4q~r=ZWtF`n!98GOi0~ayrm|Q(JNh$I(r@RM>j+E#y(^w`<7%xBQy= z?F;$;ciT9A9(`Xkc{OmH$-4q{=UBdMXO?T%O)$MAjLRia$7B16qnz8*4s^>`hjRZC z{iRQVvj0#}r>BGFcp}-Jah&Bo&VSQK--Ax8mYnZqa>vo0*Aw)Ox!%kbTm@Ti{)2iu z;V`HMaoxBK5u9(Js zOl>~bk&9`s(O=H>XKv?{)ai^cZ@uE*)a#D?K5p{34ox(z!Q;yQqCPjGj=M9|aW|1V zF83`(x+>=Qx-9BX{m$qR^gEgMmYSgNc^0~CY8@hTKLJ(CLUMxv-FSWr+$MjyXE`I z1|L$#SH23$qWPdbIRVrg2QhtWH_&aL&vG_$4k+i$0Hb(e_LC=J+taL1qWEL}Lg)uf zqaNAP-pJ=y_GJF88K8cS^@hBy1#C4a1(cO^0#z!u)hOE7Xr6j)s4&JM$;nnplX(*2i-$CUq55snH zERP@f7^qsXzW4u~1zR+G8jOXX0!_|h(0)R_5HqMB`l=Q1yECtV@~zjv*uIO*|1k9_ zwjP)MUZg!ux^qE?i>S-`J5qe{Hjn>#1CRTo7?g81(qEUdQwtt+|57950l2Nr>#7n8OipBxOo+>FV^sV>m%%!%deKeZ%-~FN6#Z) zQyF7va`@(Kj|AVwqA<5JZ&BQy*RG!wsXF^ z&kFHc<2cXFo=QhPbK+)lNo_LkH|TCOZ(R=HxVqoNado-xS)|JW|EuG^us8fBmvP?o z#(&YyxdOCNfBf8!&|!ICH>frgli4qUZal}=MZXcSMN%ecJ2quLO&wQhobTqge?=Xh z=s;DC^VV%$#$8v{M!@ecFb<5$W`A5HH-g{h$Md+Br=h=o@_w?A-^p!$F>Kj?C8!t8 z0@XZ@uiIr|zFPzK%kAlgOiztx{u)0+mt*n6sn6Rs(moW%*L%&NT`dRnlX`<9sV!Ol zBFdxP%KAmkdlt4iv4G|D0`=bQcnY?-$Z_6izb$`v4*Yr;^+*-7p3(2Iei5(V#q`CQ zJl-fUHoud0zZB4C-2&RNtY4z}cQ&8(kK1uO()E?MF@F>4tr|ofw)GmrZ)(#on>T~4 z4w16?txP|`>xp}K9eZsW{O-|Kpl;I+lyC96>Tny_N{9OhabMg7K8KSWm(a($@;nuH zgErK!W)$_>-I?#SX9d$2LUv-%GeP+kbzHY$dsEkF3BUh?<-tA1ez?iI0e8VeH zY94jmcD@g`8P4zKI=uz+oxcVYO}ReJo!Je2j;$L5Wy%7w@Cp@G$gP#(f4F_a-Q&=aETMK;KA{jYC|R0XM)l8C*y1 zS1~@TU%3N1tco{)y7f!c<+dDGcPsdP+)wQTzw6!x6c=w~K35Zz`zol@aR)(tv=nsP z84pIqzrggAX`t8}`r|t}U)>inE{s{ic&(;A=egO^3)JZ|-+{hK8SR~)lH*r{ddLFW z4aS3F%{`!;*&2++f2Cb?5&CO#qxEM&$LGHSzdSITtUMfaXL^9@P%AQ<>&VThYnYxH z#?|*8rT%W*4a$8RX}A6ls5az+ek%Lr=EQ@r%@W3IwWUe0Wq;0l(~J4NT&8>vUACRs zFIUyxfE^oeqFzsbl59E@G$*kc)mmISExa(htyM9^dDxuW7_tFZF1PJm0_N@Zqo~X zUw9`d2L#>R7TN_PTZHshpnktKX!2NpiSqWa?WY~dM4n&08|u9;L;q!W52VX``+)i= z>qoPN_hpyzIMI~(OdTHYSB88g_v5%|9+H2R`YmUUg5Pv_gy~`5YV+gcux&lQuP7d= zT1Y#JGpf@$KH^r8vhou=Pqe?r_o06t#SabfNZh#>kT05d?r-4lY;p?W*F#o;a?Tr| zZ$dpX8PrM9C+PCu)LXaX1Lm(n>hGw(^3o6CcfXZ@N`C~3&()}J%zZb55AN60}wh`&}VN!j|_J(U1+8skl(Ubr!J%YYZY?hC7@~hC-l^IS#yde3&+p>)B-g3L;)=mu%V7IPv&lW9LD7dgt~a%Zty(rE zQ)_{;c@@xX`GtC%&HYnE`DWN=$s1%X?xP~aQ?TvHVf4E@LAgJPc3uMLDvm>k<;>mG z=P0gQ#RAx-g!9$iiZEZjBljiO>Hk8y&#J?GC#ryU*)PyxvF01<@w%AW|<*#5k< z+b#h0X6m_JreV8^PN1AiJ-1tHGJl=3&|{bRHE6ePB0F2qPkx3xPd!(~BZA!(jKx0( z<^3&6u zrY-KFp1H7}maWVFhy8dc^WPElu<`@6ueu*Jc>_V;xHs*Og1*)Y^;`Slk57y zR`UYqvp%#hGM~>1`8S61*BOEQ!mu8-AG03ypAX`B7l-^;WyAJ`qsb8G)Q+L<`kvHf zGm^HcV|d;fYzNuv=E9b5&IC;!>-A`V%xIr2b%^=(V!lr`nECbhJfFHe=y|jGypO`g zyiU*!8Mh3!+wn55b2ar`GM)Nl95I-FPZ z;rkQ4L%XOa-)poUKulYKd~#+eS8ww7QBTd`@rM5oJC5Z+yutRL>_3FZ6%7KF@6Y@< z|C^k_|GjUL30ptY5wwZzn7+0(s4h>VzY}%bzry~wD8B)Id24-8UsZ=3TAd8>ip>ku zZ{3>nT0|etCpE)QKu=ArFn(TI2HRzFeW;kmc#wYA#^7f^+;)B$wmrRw%;&heJTQUz zCURU|&g}_XB(Xp4GJ}o}sRDm&eF}71&Mv23cYYsK2bY6xya8kJxk1^#O|Y*6b&b$J zFZvXEtp@Qsxjn`C>b_B!uYM#G>2kpBpeYIS)yH28+wF`8McG;Cu+9Gz^o?GmE<5f| zZZfFfCSw5em2!VmSHbmYdUHMaW%ECw!#eD1DpNkBUXLvRWBc=fu3!`>%6l`tZaS!s zuwU*fIPcBm{6HNZz8%z?IlgXk@`9gn-E964*zQ~pP%TVldPZGP?)w{hE2eYb6t{dQ z^|wwj^*D}k-Bj9K`g6vEDuMA}+|G`)Q^S1q{&ivNBbSoHsN=4|H_%}*trWC%gN~Ox z3tP^dPJhR7pgF;Qxyflyf4zFlm+~j|c+c0M==UM$3b_7E51R&C4dVXfzEMx+o1R9l zX$b1p381ON@8tR@(lR})OVXQOfgRg-4)mW>|4nYle~9OmU-LZrJEq%TSg)z#TpXv~re29Br-bu| z{>g}mOuwD|T3PfkY>_kuw7)zEn&X4XtA{c@`o8#4(Bo6X;8(?@s6@Ti-}5_xcw;2e zogEKG`-}Kqlj+ZVlpIgJwGUH2jd}up+mX7gH$BDU`_uN5n9o(rfZtzW{Vl7oUncrI z1HTZ#j^d*3qb}QgGKwo|M>D^lG7rb8`8=QB&G#p7T|mEnmJD&r^t1dO%um!6zmmV3 z`C%3E$s+2Jd+cr4zDdx#j1Ot|`jqF3-vJ8qIj9%!0-Yqy@tyQPOZpp`&x|B(N9L1N z!*K=lt9Qb2&++_nf6)0mg8ok-?bzUN&HHiPKjHOSe+=4=AAxcJ?_0NGd&J-PKK$mR zO=RACpzp=!l>69UmtRrW<$dh0+p(d2b1ijTwP1hTomamY{mO zIn!q(gQnKM=)asgt`h3gpFtg0@3KFx=2eAX7X3{dQk;*Sk31;G^M$Y+>U*WIxYJLwgz=N z=d0@)Rbh*Z=b*nTjq}~?*l&XUI;a;tLwg=|T&LdyTa#+aYvxj? z2acw{5%*7V4fvg0B;NqPSe?N1EUqJ$mA``inmQ$92Isq}_-AOBJPL|wgFuzg1=O3l ze%#ir4_l_hfxhu+>Tlcu&{c3;-AC)m_vFJbDorCVj%5D1ocAV@JHpl**)O-t80XC` z5A)X#?SLNJQtnT#7v)l?H%=gr4Fp~H&Y)PG4BC42=r5=QM*E@3bzf4Cw`~Ds5%*D1 z+3c6wQqE)d=ch2eGQXSqRs3%53tPdjYjPf3Y@c4(zVQ#xW4Z2&pxf_~g-fZ^n+>QA z4X3|xU-Ci+&{fB-$*`INLln+Z(nt<|XUrF0=Eb9+7pq=vyD4J)2Y7qPR?R(T? zJBzmXiZs_zkE43>HGVJnTY_HS$n!;UZIcU2JRxtH3VQ3~!g;1l=HI(L2lScKXg|zy(VR5xrogY(zCpI; z{Zd!G2|G5-51MkGM?KE(DQ9{8?!`qsZqPE&ongG`<3hYzu`wJ^eH1Ny2RYw}TFT=pTTlc?i% z8{cCc*5Aoie4pLC|FYg&;r}D7=NDtbca-CE5V!NW*!%f?C#zD&?X!Fz&Gex>&oO?V zD%}sZ8})BcweAL*6CFUYydCIoV;pXh+rZYf?g;gof$sOFpn5ZoJlYV{gRcWcNo~;H zM;#ZSI%tfGFH3L+7GX29ChwEAy zuwBZNfqg;Su@e}J3qe`+R{9%J$935$>T&AVpey!~TC@F^?$L=p^lGlN%&3mA1HJasZ2Z8>42QW52 zjZCfs%2LjI6D6GY=8Cpak4NW%v3*WJS#=cs``Ev3J9mPu+j72}JRHW!tNcmb%{mG? zxr=(-pZ)8iv`Z;)hB{>)<{r@ zhe2J|9&~5e&+g7~J-I!_Ja4{d7%v~Z5Bh5>)`9M9*hi%w_czr^V_81?IZ$Lj4*H8- zK{dGz%V*sJ%D&Wdxw-;+tZSEmW?0DI+BxWX!RVmd&rr9sd$8W7dq7#`ALJv8@&D^~ zQK$U{woh_ZXs<>E-EKy`{(F9L1>3tQ&hc@KfBfRmUY=(AsoSzWl`UCr8-}>(YwAd} z?pfx|W4jXaewmZgd0jULU0Y7Qi}G?u`$wAT)K3%k@sO`mS4Ab#rT<^r5v;GDd;{l~ z{oe+4+Zp`(bLNuo^1j%L(2ke!{@9_#zplH{JXA* zdK`^wm}ht%*(z`xbs)+U?qBA0$qz`C$opc4^E~!>{{3hkoSn_zBOc~=k__jQkMjPS z9~a`fd@7%-IkASpSo(Fr4HL)4zPaPL!e6hn)X!MesQqVO5u0A zL%nqeVcX$ff#MR+=j?vkuM~quQQuXKeXw=fUQmuD_0@amzlPVPYlZ8ZL!B2ZgT6Q3 zfqKqv0mZAIg62oQmom%)Ff;hR%GW+-z5V&1zcmk(RrsFjvhaVQM z6Hv7H5Y)96(m!z~XzO#mxXF1HwrQ6M%5g&iIloO@dI+}Ltw2%S5;W5rgSt))FqW5s zI=ucMXm=D)pC@yi-0$OlXg-zw>wf7F)=zp66!CY0vGsN2Zq93ut&^rccXpsCrk=}I z!>Qk`yMelZ{p%u^`P|gRW7Oa5t)M)-n7Ujx5p-v{ADWt|VVk-Su)G%cLsN;&ziwy$ z5BlrUe*|?cj+4v0k6^1omgS8nfUbA#R0A>mkEDCkJXVfP>f;!x@?t4 z-Hr=+VFqT0dTF4{WBt|#|d<<#Zj`>De^0X#W$5m^NlgIL;L$`fT=6O?-{sUVkJPEp@2SB~P zHK?l9r+w@)(9SNSJ`dgsnszHe+xZ=G8`q=Bah%64TlIop9-^Mx`eEEW^J@A_&r)~$ z9RdBmouC@{0Vs;OkBZsCJTa#I3#?yt5UATe1iEt_K~v7WF{&o#wd>k7SU!^T+WqJ~ z)a&A9)N3~tRMlRhT`$DvsXbxa*+I__-NN!2)M@oC+b`ATL;PQhT()cW-L?EbU$_p8 z<{Q~x*#6rFjORq9&8*jRI~n>(bwLqqHJS00{(b$vmvjDsTclkyP)42 zK0>)GUuONI>Gaor8nhJyLGw-@P$s0(cAY?#p9K2RcY*ruJIUiMSpMy8w9Ba9 z=Eoc9_cwrk$+cw98le5T5_yXA+M@Ar*OmS0rY^_BWBXrGZZ;BA z)ahdOtILqb)pg~%v{=4xl$)7t!Pq=M+Cwj=omLU_`XFd`P|u@%&{X~i`2Bgt=PHr$ zxpB4OcSW8$J^d5v_Zg0ptD`T$_Dz@%Mo+mPw#be0yESI{BIbpW3G7$*7r%rqtD^;= zD_Tg7oCul|FOV~PgSJt7Q1pqTzx@@UD?CYkK2%J-)*C>bHXk&b*uSm^4}SP?lQO!nwmTmM6t;hD04abLm z^(xeHowk#D9QH#~iA!L|^7T-cJ8{07@A)F^Se_*MLtO6Wb3K|L&3SL?$j{JUvt>W1 z)7F80>3sU#8?^VmKsI>-bcH=YIWDYA%f1!1nO+-I)di@J9i~1H-U`OzU9u|YvAaU* zxow8(?$T?*R@Kfzk9DnLP$lMrqWC@91DOZT)*r@t zNuj@e3D>FFiYD;;Ce$te$42~r8^?CeyyIZ&?@75T*#Ba?7>!f9ovbe|F`jdUY){>9 z)B!b_aahzotLki@^#<9(2K^7}$v#dbYfm#u0nMm<+Zy;TFJ z^0=^Xr`yGL+HNI%Ru;;AkN<$85B1!9%6Qt1WV>(5`CTGzpUd+N3+E5|5dA$lo_@25 z`tO^*gZlCcUWXk)eYZdJyfWlxcU|VNUg><$ZV&eWGTzPI0Tw& zgU+XX1zS(qPk-q5_dTfZ{)^Ay7b~dm_Gi9_(YU)i%lFGDzQ6iz>bhLT_g-FJfa87l z@c*!AHSH$Ub7%RUseyctM037Z(f%rGT@LE&0zMDddXcY!h?0Tg4J2b(%>>)%ZO%7*lZ{SV#9+O)@32Ti@othYSm zW6EVdMK_=MlcW6(Y)6iV$M$oi&Mpc294(ke9S-ZmMV~C#veih|TQmqX<$XYR=6>2k zlW5OPAk%LIRn6LD8v%+E>bO0{{4k=$X6UdzwFFcH-vV7x7HEbr9=G-TuzX@W`jh`b zwyRFR{)IZ8$n|Nq0rw}5tO+4Pa%XI>b+u_0s72Ocd>+fs3*9xt!nk>V&VRF~Igi~Wzr^zP+_&7P_JQs9 zF)r7&o6}yxe6Di*HL%s>3(#TP=>#ZOAEYj4Z3JE6`=DtznRXHL$oN#|gL92Lvb_9u zP#z3=+&siH|0?4DecjNWHzU=RY$w%Z+WI(kSp3EI-z0yAO)t6M`=Hn9bwL=7IJX>bjah9k$y@Q~n;$GoE^_*HgcJchVJ6-_5(Yo%J`5u^P{(5-c{=uN<&r!!+#&Mj-{773r^%HDe`vfSj z_>rv4dUiYO`6bkUH7R@ttfub!3*mdZ1?74w_1v`E09#yIOMmFEFf;hQ<9_A$qljO^ z^Uj+OsyFyNM5P@1Utm10!hWs(;;Z3&d=K224A{2QGoaZ21k2MN1%3Bkp!=;G*`*_B z>fQ}1-wN~(#*??)3d*o=S!^FB*!tr-^yk$C&C^vuKl(EIS94t4)(`#ZN$gMe-FHGy z<=C~L@4l4wst|{ddz1dSF`!O+f#u_#1VwglvLx(#HkkTtXWha2Nw>;o1AQFF$4$LL*rM4=mb>Yo>-sV%$2|f1y{TX+61=C zs6nRx3jMX6xsQrFvyD1klk3T2`(ML0(_f{3(o?KozZ)pB?*RRI?rSP4{SW%9la7IY z>26SzdECugC|5TFT?W^o>9!mvH|1s2?Ma_guNSNb%}@)Lmp=%` z_N4^PmYYC%=yI|z_bC_gJE6bk#0s+B>_Co}t2P<1)e#NqX{n$qoH)VgjPTE8ruD%G=Q>f>1?0bS1W^=Wcd z$j_d%6MAerQ^#ZTd8p3`^Fg1<`R!(C25iynF;Lg$`g6aiC2adF_1SJCW)~pkmrApak*Nz zg7vS-15G)zx$N_0Ji*q_em@Z_ib%>E}i*2#AUqi{?Exg zK5GKc7f&7cFY!GPWB4A}`<`XJC47l9dukXcS`4J!Ijk!yVP5rEKI-6a3hKcPXz#chbaOAKzwB4)aHGSZtg;vMi`rs zm-MHHar3aRsh-AsF*+?CpA)|W z_26AWpYzG(b3nJ7%mQU zTtCitGj)H4-iiZXf_65?$Mx}Lu-)z%WFhmr>1iA%7h|3d{_dc^co(P(8q(jDIxfak zP@ijZU$khPT(`CG`=(r99{Y}lt;?PS-N?S6tjf6Dr86$~d*k7^ow!e$%)6ZSj!4fB zP?ysj7~9tYw5Q%7w~YmjO9NGY7tl9pP4*1=*;|GE(mHcKyFJZ3a5{K)Mxb(j~BURJZ~Q9-=|-$VS6s`pbqHTZ0F_WELT^t zeV3&?pPSF~yBkSWo$b6CM%q)1=TtuR$nV+9>k9Lt{cUX5#lsumcXO%dI_RAHo$a|C z%l15We^Jl=GKrj(4f-Yq6t}-ZE@M0Q)_?Zc^>0)cjz}j_b{Occqfwb|&)`D0(M??zcPWuW=h_hc^QK=k-{gel@7qSEK)y z%jnPe4Z7)5Pf$k-4}+$B52)5|q&;&vD96sBU61R@e3MsLZ{l#!_hdi1-^VyyweAYP zJ>7=fb}Ojc)(2H$&0t>!`mBr8<@l4JIq@wh6SyCmp7tSZSGbt|!?QqLHWoBnxKFuU z)iv0yLEA`zu5k@e9pO4OJDmC0-MM|xVLP1rs>Jr;f-QT%#cC)Di%g2Oy zaFy84u4|nSI=u^YDa`k#YmKKrpLyP70`=Ub*QI|_1@*ZF$H`?L$H|T3IJs!{2Fm?X z_OHj*-%_vFhW$;awS;Y^a~+!O$NVs{yd%`*K90;@PJPap494mQ4EoXB*VK2P z2U{PX1PbvI?J3N|t_D8B`unBE-tl#?ML4Ly2g!Yr?Q=tAB1*u$T74B_I~=^Z`4yWlkt_B%yw9La$_Cd6s_?a+RY3_7uj`e1UX2SSAQ|H+fMF8K)k z@*CRbouDggf?nLq^Z2-M-JAG*Vmq^)xAm#(F3f+nH&Dl9)pa<(%BRjn`)9fIg=`;x z3wrt^<1qhHHvA@;lzpk^^75DA7Y~i%`97j;JB4}!UgvR9KHZ-DPH?}@gx@x>pvxfb zDeAfUkmX`O^+eyp>(Nhy?~E`{(1iU%)tlkEA6Sa>>Ep{m(So`qUde}T9Q9mX>1fy6 z0lKc?`{&88VA~2lPrsP=-KSEgMf0;LkM&EjUMEtuK12WOzk+5u^?e&2dt zU)~zf?#ShJs`o+HjrU*Q6TYXic;DrKDXjk<-vgJz=jwI_{m$ca7Y~g@J-_rRP!1Rf z>bLrkQ&U;KunTB%I?xXLjGGP#q252}UwjkjMqUTnj#txu;0jPQ7qkl*hs#4{(9ziX zK+w)E0;4>uwj=w~MYDHVZ}$YyXTAu^eowQ0aX(Pi5@t0ffoaNu{@zYXzI13zoahxtEzx5;{;FDS5V7rtQ&~D?rbvdpo>nC$PxhX#k9aaOG zAI4{HqJEEF4(hgHAC-}ruuVJWd2=J%@VH4FCs&hBQg8bgg1T%QD011at_xnrdFy8Sm(=5`T!$u0m$G~l*Ol8&FVn6^9k;{( z4cm6SA9O{G$7Ns6V~^IE>-Awidw;GsH$ymXuBxA)UN@$mt3jOKZcl|gGHDA?E)Gnk zUe{-w9_5Aed;7w#kF^7R&zo7l7xTx6OP@i9<*Fs18p!=t%n9a=ap|1*=88B@uIv00 z^~9z6te;qgwm9*c5<-|{wy(Ak+f%=gy6A4EE{aRkMLn49s{SD`=_uL{d6?~~UeEYV zu4a96{c)809z3tC9CY9|>aqEh?X}&(^Opp<(Ut)YK$5Bt! zgg4+<`qglp0p+3pfaYn&=OUZ!dMvL1{dHMSJx2Nq&c%5Tdra~x7)%NhS&Y~K4d#r!tZudzhvoJ*uFb|w|a9kY<08{G$;4b z{+9Pm#PhpM^bR^4o|nA*57ZOlJm`DS_80kFbP^eB-%;*fq|TdnsPk?*(VPczhgnTwaj_Td#kM$Ax_i{6ao|H|qaBZ}~yc@g`5Re&J)FYTXx%_PbYC zb%kx;?Evb#lW2#1`pl4c`fJC5BDX#$Uk^GS@~8XMOVClB#C2wBE&J2m$S>hH$(*0= zM{`_UR#^Ib!D~_<8XI|{pYI9AJo-G zjK9?p58HQV-WOGKPbha_Y~MLhv|xXFY#jj0cRUBGqs;3j1jony#s910vMP04M6|D)n9OCh2obRTSMo_26YtVLN{#IAmoc_a%$L(Pq9y8CID49o{?mmwGs$7R=XZ55%wJj)$CFlxk zkQt22^|V9KW4Y=R(C=LUy2h{5Uc~w9vdROnMT$;UX z-ji{;=(7N}-7%5=ro*Y<6FY-$F4vRC_8)~U`%=e!=3?q|BKy6f6pvHM0{&N)OK9{Cw)8*L=FEeHMHcUeAn94Py7UAa5^C~VX2 z9#AFT35r~fkGrC}^ygnee>3J~msNg;-ntaV<*M~j+8HI}{31|}+elVjNq@>hP?RvQ zjIKj{SBY6HZ_Ih^elORjsn+MI!ZY#E_SS4+dn#K|7sc)0pj|P^Z0G&0U$ebg!E*H&+g&>+ zd>5p!y%xQK-u@BV@1Lme>S)mYi>xp9M}If)dR~w6K}YIQ&(%cggt{{5$ij=b4yA*B zoCx11d)e-*b-Zrh^Z@Gl_o-LWdSy|+Xfu;n!DB0qyo#p!+@ao6jesyn4}mJpD1R z$7N8*O)_=d-?kXX%h&!3`n`-h-GV&Ws?B=(L*6vkVj^d-O&LwpC*BF z{69hUSaaHs+`{s94MAPIF6fG`1pU7ML0|RY3Q!IFmOL8fw=LO9d(vu9j-3yhEzGlO z>T-RVKK4B8+Sakw0RhWdQs80ecGq#m!`3Ccqo z!PvMpD6;2)w(~U5XT1ihK`($hjrrU}u7WM%nFq$D*AMlofTkUF+;-%Abybb)&iuvY z)bRte$Xv$bW(fC3lj9hV`>bT@cfZ>}*EPiBrGGK5o^%Qny$*ox9Ou88a>nI8i~E(^ z5s$K-;5<0lPtvaR7j#%pIZ8b~_X+6tF+Yr+!u&8kZUFsFI)L_6GuGeD{&i9O8+6ze zeGA&zTRz@3c8GTET7K#>!xnVzdqzV^w$nQN*x}@`Rk%m0c_E1 z3226KpK{yjRoFW1aZn}R3%YaHfWAq{3#0R(&t~Qn&^H+cszgnH4&!iL5azYzP{+lA zYf*0NS0RUUTwJuEj_b5-&|A~~L$cj}K__QWhYtiDulfpXzwdESm!*JeZ7a~YdZ3+6 z{We1whr6N+)aAa^Z&Q!@ZH9&M^7UU(kI#J$s_K!Swy9SDzb^X_H09KD*OlwnWM8gZ zQv+L~TpZxOD?V#C^w`e+g!n`Og*kU<#+;%(+9k<&) zp{~Eg_EsNfyDGn7J1bUFN6luor=~sIbM+?M_t@`3yCPZ~WP6k3L3xn+9Lu-Ib|;hV zbZq`)u-UHbw?lh9Bk2EgtZ#+|4&~n$V}8SN;$hM+4BrFwcpmxsMUWOH3JoeOBMr2fePjC0-28Sv|9KHCiHxNShX zv()ogj|b|>52)u+KfD?g^gisP70r8(>bu`2;JCl@$J|LB_gV9JzOY}mnn=C3Bd9xS zBFoj|i%`!DTgv*6P{*VE=c%ZTt0uXpU+Faet~~y1D~ULn(v)#8J_o7;W?M{J+ZU+ z9!B%)+|7I+-F)h~XkNgAwm&-pV;&flUjiNWOPJry&1HYO?UY0R zBF=NuWzWObgL{IeUJ_{Q-$Fb2YET`$03D9?Q-Uh-2qsDEjPz4$IOH$b>gR5kDMsa~~pi-$RZJ>&D}5V7)O{f_C_C z&|A^s2T--y2g>mq=x??R)MancKEQS4f5+iNI4&N|Z?m04fBG!uZB+xSg!7$(uKFh5 zfp*&=Q0DCpddvCiLgdlkpYgXomJ3@QSr5kcW2T*-0oviiXit8G<&BeQw{8IHvTC5I zyE*9bQcw-dpbg!M{mb9c{|4h?5zpiFJ*VJzH?cj}>x1rg4muy! zJNbQ~f8bZP+qxFpbyM$h>cmYvF18;d&Sy4LxAn$w{SVeeJ=-bR;XB3r#JFEpJ%;1# z2WEP*YnP$%77>ZV-H=b}8Hn|vhb?qz?WzDuuy z`>)>M^HQF+n_n4zeGQ+VnaTQgM0kEvsPB5}d7Q`I!1&$w;Q3Wzc-~>2L^OZS&iS6# z+5a&AewVL6{WjzBXg;5QY76|P{A18=UCnw^*?%FwSpZw~nnQnWK4-D=E!t0v2W2Ur zmpL(t{%gpne?8jI)Z}Q^f2}X*7WANfM_15X+n)CLwk)@IkQx7A`OKR^zob6>vKFW& zTn^gP+!w`Xeh+=Mr}l!P*Cx=PUrF7a_#Vr5yaGBI#>2&Apf2bLnjvjjuW?vc zwut+Y`q7-%X19fSe04c=)t_gcm)L!Vt*U=ay-i^LRT0nmY^L5D^!NV{sHY4E?d-7L zYzgCW-~E2p8-E*l_$ttkz5uApWae#+ ztv7%ztKLr@P5@Ot=ds)Re?WiT$nQYib`N!V9P_=&@hd|)<8oD;@bD$XW80+hh7p7GQ*k*bnsOvNZecTP8%nNb(ZmvJGJ3fZa z`irZI({$6zTfco z$pfHl#dtJYpRBH=?%CPYLpPW4u85zB`s$6zJZ}7JpuL~EZcebh*JWc^-f|qMk5m6; z%Zc=VO?}W$@p$!J_zuXMfO6l1dal>cpq)w`mkEnuyIqSwbCR~t%!O?~%LC;%>%eF~ zQxWEW=_Km6YEAw2sqB}q6?=HTXq}vAmrPSnq$z6bY3K=PJJ9ee!=Sno12j@-U9kt8iA(WwV=MbI{nc& z`SG8jyZ+)q>Tg%}tGlzguvPvH(2ig{ZiYTZyFu9JWp&vc&RhH+E0A1nZpl`zbZL)ti*ruHQ z>be%=ag$RE{@A<=>h0j8pb&dO8|Js^g2k}q;VGaiVt=|D`84bIc^EXqI6ki1QpZib z>O8L1Iq0w1!u&8kbvJBrU=wvYVHxOl&jM9z&U@2!IFCKHe+TQAGza~8=3|#txIRsk z9D+`Z<(sJ6M>uY7PyGkB@6LJbKJI>&PyPq%_qhtR^?!jLyOAZJu2VpL)^q4jXWmwS z@fp}=Xm6GeWS$sPm+R70KJ&0gdTwSOfF6rnj+e`jhuzd&NdNLlpsCCJt#1Cqu+@<} zK;PsdblA+~Iy5I&QkSQ_O@H|-pe*IOGn34Ib~Cgs{r#8+#xD*1>kWQ}&br12LA7=Z zb@wp)*F`+X$xZvk@Qd8ppvmDpcG))*wmb6-81=Uc!Fh0QZaW?~rX}lzadVl#b!c)d z`_E1JN6=rN%Jt-;_zBqNL@%=ZK~RYMSue8{sN04-Z$($bj?E*14(s*YCr#-M)a!u@ z>9522Za!`#Y?slWOb_$jrp3V)@fV@bv2|S3?d6+6rE`Nl1N0YPp`ASxH0|r5oprJ{ zXx<6!?P|8GK9%v4ZFmmtihb@^Q1oKFWW%1pK@U=o zvVHvXAZR`*=Jk)=3EKLffNmb!ee>xG*kbu?(0n=-R7V+43qw72g>3iT@1(wl`t8!+ zM15O-5|4X~{%Bt|JDlfnJ13)Dte6hEn0K=%HS_0Oya{n8Df zuH!)S%r?+ITL`M^p+908f4AMv`w)u*Snt%gpetltZo<6t*nCfx@8JE6`bWfmJ|~l0 zgYS{OitkZ5X-Cj6Ukf@PbYFhW=V^C@xP1t9-7lrCn``;Lseydo^uNOUbvO0gb_#kP ztzUR|AFeN&=jdDd=-=Zbx<~AjNzY&xNuLEuUt3kb? z3OVI>=&M_B6!hI0m)lMs!B*8dJ}$B+1|1#^+TlaV5n&v>=S{F>E9$nISPQmpTNQNk z|Ad~ZL8qv{anx~rY&Y%E91pjhR?%Kc9rvRr!M2SuK{IqHDB>RlWghk0o(g$iX10Pq zwr?3|cT{J+v5d!E3iH4CrOf}Ls^>$8ZT$tHoBJl{Gc%~qV+Vn{fc@%jq@uq{JSegm zkBeU1*Hn~5dDyxBOvJCFK8O9v^)&9Q;#0Y=itRKE<+2s?zxln)|K`u%0KcgxSl%zp zXWv@{T{gp3gHCcjyC`P@J;g zxtq&=cF~9Z?0QNf>gg%mAI+Vu#N+y(gdXd*`+{DtqduoD289Uo*msX&`Sd~b_hSB5 zk$n?v+mZR#WBVyWpWW`&I_`u-2b+d7T(7efF0Tz)V3+xVRzTh_wwP;UfXuU!qc zZOFf`%cu*o^aotG{F-sPX#O>9f1Wz$+%@`c$E|Ap<&&Y`~-^;Qq2E=T*n*v=DJ zzJfYnJ25WTcfZBs=aJ?*>U$Kgn`?QT>%wwfYX<7;Yb+?&P{)1NYS?z`N1#evM|(SU zT$g%Kdmw-9`9bcp}m z$TPg&e7+yC@kH46dG;T;6h1$f{w1$B>>s1n7P8(cK2O;<+@JS(|I8=+PV=eMb35l< z)Hl2t946Hn3qs0Q6U>bNQYH*EE73MgLf7|+AH0?M}?w4|3QkD2Nb$M_$s3tuJx{;5Q3)+Kz z=~bW}9M*%EP`6#z3h1e7^8@v@Bj=^Z_OGSRj$0qf{|ow5&P!JV$J4*|Ir1p`(OuC) zu=SJQ9As>5w z$j9D2}U5)>%&$@xj&lk&VF{^ zlX6Qq#*CdRWm)3%9PoJV*w>bdnf=@tOF&{Kr7@xZ{Tu*M=rNA#&Gd@=X z+w-_OchJ8|2G$4tz8WmA{RefoF4vp;^WVd^v#9SPp7Y#AuSM|3=9Po7{(jK!rLMc8 z!La4HRMr#B1Lx*)ew;42Kz*(#rEV|ZO1lyBxtjK2{aKyf@Vk^ctas^m>U8N5>hC~~ zi<_JkuthP)#nr@DVVhxTU@UJw>rduBr@Czm*s|4iWPkRr`|j*t7r9?kx92lH_gS3x zCR(h4-=3aH9Zz^26n`~FJ8Q1552}3XrtBNy^p?bw%QvXedpyM~P{nuq7?%v6E+h3qg=qc2VDDE~}sKY*s?Y{Vn*QIJy$93urQTtD- zLDUH|GsK7O7@wP*5WgQi&vtS&b-}-M47PiKI%bA^1=|eS3Cgh>S-<;A)(iPvblE$w zRdvSO{`^?jVg=)D*_V2)?wSU_Nv8h06w>br@qO6eR3=czeUF)_FJGU_<8s)a9<3Kw zt*Jx)59+x8^JCO=lGkbO-2z*eF&#TYU8+ z{de*{iDG`A`BXkn^&Q^>x0C(n?hNm@e1zXo_Lu9Z+gX95>%w*~27OndA82OyKHC%K zJG>m8(^dRF6Swp4$bS6$b}QdAl^?EeEcM);K7{Kv*YZ2X?cB}Zafy2Fc2m#oEZ!$M z_Cu7rv&%p=$nyB1{EqT_`TX?9+4Lu8g38fp383iHnDr8CgYMi}=&|1$bi5CB-0%AseqCoSC|gYcO?f(KXZNGO zYB$=A?jlcdoZQsodNe!x7wE8vr;f{h%*U?V{uh2*!F|hP`^3_25aROc$*^@<9B9g` zvi$VV&|`OodEcDe1Up)n7R!?dTONLj9M^;Ocee(`80L#{g?~|x_Z|mh`88?BZ2;YT z_OI)*sj%gtY}Px#eC+xd^Tnu|xAM5mDl8xK9rV^r=lXKrl>4Z-4CZ;W^1=xBD^TEXSrDb_~b5e4gJeC)L^=kh~ovt_yx~{)bugCpP zmL6w$=l!4>$oO53=Qz4}^>(zk@^$LEE?|6RPEt2zf41BD3F@m#{0;4lEM@yDOMijw zzc|D8=YeyeSkCs}j-cL}9~pb^LTgL2V_dSSNEFZ1Y^{dhkAAay*p?*z}cWd*1P z=7X_)d_mu%fE-PIQWJQc_B8d}H(@;PGf5$+Z?fMPI8H3%?-a|ZhqClL_}z=4-=Z(? zi|fMgGux25s;B-B_4L)e?`mDp@mADp*^2!iHHPpUO(o^AkJALF==`IPl_65lh? zo9Btm|Kxjk2cMVvFg*V_z84}pykA{T;yP@!|I5$(K8fch}q5%zN2T@^Glx!%mlZ-NdNfjVg|=$9}aS2ZIYe-3_`!1ZT# zb{8I3zYVAospEd%m9Sk3^RdUy4;^+H+d-cd^0Ck5x-^w&ST2WvD!)59>Ho&%auxHj z`z7pWw-ubvE)FnXj69S>-ERC6x!_SyuI6~TZY!zhC6z(no%@{XI{Tr+w!vml9m%CW z@0(5TodD|E87v>DLD4J;w5Qn5u8v#*+hs5hyW3q5^mi%QVlL>HhJN?#DX?8v#_OVZ z3~X7Idhahj30oau{H`W3pN!tvoX4Hvyg6Nmal4t$Jg>gzIqGmO=fS)A`(c}8&YyE~ zHEcU#4yYz(gK~W6e;<24{YRUDI;|Snmi_Kd?txCn@@Rs())caUdD(s3L$Fo#JITrQ zKzW$^s+jUGq04qeE*Q%B8D-`xCLV9QlEv3^>}7ju-)C+YLzZ>*%#`EgKP(PX97j7i` zb?pu8=k>R;Jc{4--JBN}8;|4f%3?j!f#>rtQy=tTevgPT)Uha^sh!1sThTn|!DDOj zJ47zqe>e9%{=O;Hb5$eg`Ss)AcPUfI4C=JrFdMc>CS^-fl<@mN-of*#$4NV4CC{Js zA^Fxi9>1A7uG2n&?cd)7%5S#OPAvlM4(hl6V-L$$@%Q+bzJl#WQO{L1>bSh341P0% zajzX-!Fs=)1BIcknrBG8fzQ!54c}L#VVq{qjkw?Xnwvp6UV?T6{eExI_v@(dw$b%` zKIg-H$DhOZ!K2|j>_)zCvNGQb|2e<&+*#_msmtrv#}45-^}mWizleJ7<9J_0CEhPn z&hH|#nfF&#UBct8o&%a;Q^9CngMNDyY}bvn+n$3hDm_X6{C=dRj+^Vc!1j9-{iFT` z>h(d#yETI?6Bw7v)eUI(s{<-ujrKQ}fo2oeqxsAu)a63PgH0Vbo0w-^h;7v4i62pii{^v&^h8i(4=0!R0)1RZ(2Z;f zs-qkq*GW}q*E|b7mVG@K+n0*=syym+V#voXIgdRy?!kHm50iBiD4KEpn>>6qY=8a& zbl8+10aZTdv#ZHV>9049I-SLSc9ZiEY?soO?Aj2Ft^a}U`qZyMnYV)+y9P9F5zF_@ zAe(X?yEwr8PTkxGS^v;o-Afy!z1&l)72KyE~L(z zVei2f2g1H9Nh4s}ZT&&Lu?Owp_mLHepsbPr`n`?mZ%_>sxs2D%%^@l(?_Mf2WRi9jb9=dEh9Rfuq=8I9)n9tSj;C?Hvkn`l^_)gUE zR!ucc`|G@IpmYc z=Dw)1l>PHgGC!Q``wMm5wn4ipE^7*^?--|xc*a}43ENpAsGI6Yh|?$i&i3aJ+gY)K z)MeBG`yBP$hjqw)33Xf73VLu$Xt&Qsdd&9Q{6vb&LV4FHek0wvFi!p$b=%!U-8SW6 z+`niR-0+=oJ-Q@*;$3~yKan&WBq5WcLVj@ zg?-FLi}Ab_AN5FY zbf_2QA2&l8kBb%|9u55p?%aOVGdcVn{yZrzE9Ku=bp%usspGamh<6+D`%DPl7t{VC z&vPxm$ILKNuHpSuZNl^Tje73vO?ZD|`yPX46X|Xa--*vq=f!@$Up|ZaF8fp0MIY+A zcqlx-@AUU_-wPYC(^?ehn4z2aeh$C#(L^LGv^p#Q)Jv}^WV&{43wK^o*~<7(C_I@J2?fkH*_Gkwgp{L0;s-i4*I1{K=V^0 zP<~LC{tH)u`ui&Mk7ryiihqP2o4Q|tBAesoswUT!$M(^sZVws{y1D6~T*ZEN+o>zd z+cc+tY(3D9s051K4tKp?+W#91^wPS zv>R0db<$7JTho3YC@yha+!Zc@ElU}Xn|2%@mkA?SuToDQ7xJ{~V+~=eM6Ns2buK_} zWAidWQ_gj0w$m5X;fovSpT0QMn+nR+nJn-57^suFfVP5hx!cWk=AxMW?6LDhk4?LS zWHR%=xic2F5TT#FFZeopm+ObLleBw66@x(m$!Q-G2bx?r1!HJN35D$K)mIyKB4* zwrs_D@Tz)<+b=!OdX>1Jnq2)T?c%Vn+9Hm(%R`LY^~USNc{rcW&f++`ZNz-AZUN`b z={g@kr|s~!178lhJ&-I>^jC0xoIX~S_N?R3WxsD1^|=q@bTec+Y&U--XlHXgU0mWk zIp4D`{INVWpzM2=Iy|YIJbDP!Y1DbOb{TBhkNcauqPJih_X_Ll5uhFMIH=ol++CL5 zM?2(wb-NkY`^?&`|L$GX^W5fahlkz9c6mUEx9$o08P*f~EVi%yPwJwY$aY_jJCF8A z6q9BP{o;1kcOl*~j=C-@2YuZY^kG66N8J~6cm?CX*!#rmdYb*S{(ZLl`Z&j7<(<)d z_F!KT;>M~xk4a{Kzk4Cf-};o-70t7>ttEpi~1eq57(g|SiMQzb~`^sJ$*dr_l2#r2k!t~ z%1+QPBwZorxtXxPm|s|ma+!A+6!G8E4&%+PD|K8n3%~ojUr`?A*_CT9z&7PU$7co| zU(M$g%}1gJz0yzpUwzkg_@0>@_6MnN`Ml*S zK0o;l-yabl={frk?C>9X-64;W-$Omu$3Expt^672UZ9@q?^nV0U-0`%={c~Y_5OCw z8?2x55@??r1QYz7LxA(^-DRfN~u3!^pfxVCypWv+HS1VEcW{ z%j%nQU$fXeLg=oZ#(s9aaVczBIukU*xDQHfUsTvCUxT7q574K!19e(6vh59^JoG>4 zs~S{Bot?G^bQz4p%@*!!=0|g0n>zYD%1u44FY`^gzD!M~ZpZR~vV0ixzUX5$V2eIn zH?CSU|4S^d40PBpT1F6}@5W!R*mX}b^_3__>4wr(u)~8@>of8<_KM(Xxspsx2 z*QMFnsqo9O|6=``Em$v;x-Rn?(jW4*yE8Rdzkks6r9VMuU1RFHnzReHowbGB!Flk0 zFXMIDe`=`zDyZ6Ifqp6T(5Pxp(C*HDd0WBpcfUljeqs|)6ko-9qp9oSK-h0><_74q zT)hA^^|)`UTkt$=pB3iEHDexFJ(%<3T>78X<5KQ-?z1+-_T3kQvHm;I)Z_Ydm);S! zZp-y+>L}xNU8fQJvK4h+9t!>P z`<4B&@&oF9H100PhPb;K<8zn6_S$DMzE+O~PU5^a-!tfPl`wzmr@;21f3{&5k3AXs zdz;X&KB66s&&tq$8_l1S{dj$eLbGr#dde-$6&P2n)#GEpjroA zc#Ls(l%Gw8yl!^Z5*+6;mht!x7>~Pd)E8NWdL8Mu8%h0<$yo#HI^nr=;dhuGJej|L zxnX%*>Ub2FyZO(<@6J8}+Fu@}9rRqZpq`sg+QDz`{U@kv-%h?IL0eIu<&%Qh4!w=?w}}H> zZ>En?$5r)dL62VrUExU3BtHe}^527ru}b9nbT^WD;ryZ;>U0&x=_0#7?bSU&+bM;| zRbzj=PExR4;eDXq$o_gWY-sRH`loUH-8bdFYqkN`ts7^l>t&Nc*_Zlma-N}{$MpqO zBInup9t!QPp2l|9?_(ULJlkvkIpZbu7L;iV?)MXDU)2QaqMfx9_TTH)wowOskHzr26za5XxD>XJ zV}HD!vI4f=!1BN6r%$Git2efyT)oM7TUIUP`9hp6T5ud#_Ai0oT>ll%SH}2L`Ou$U zm*u)Gsj6|jK&)Wgs@m}P_?J)N_-G%rXx|iFE9mzPydS;^`%O%87!L{GYteIZH}ZLi zmAt>^9lj^_e#YUlv?bmnyCZ@6J>XyDp+r!9_fIgkFBj;S@HqR+E%X=iIf~_c-tJ6z zuU7K<%#YM_+aT!q#_##N9_I6MDPO==t@%A<8}k0z`#*u-b_)F>aeR*I%9-%HUm2In z%Gt1WSqAyUi=b~h479T!2i;uixqRdy)|=K9jO7~#{o=bodAJ#9f1#e6&GlfLYiodd z8uPFFB`2Y??*DOh_VGPe|NlQNNm|Iol12w>K3Xo9G#BkiTBDIql8{c4BqRx;c7)cF zB*|6UnT1cTl7!Z*lh%@E^g%*$jw3gOKzxVC&IPY$^@9(es?eRS4^?JYee!us6 zoaec$L+JKt{*pX!N;e52LBcN zI6iKBET=yYnGfnMGw9E`<3U?C6qJMSVR;?SV|OLomtE|s$NJ|v|IMbIfFJ7<+d;8^ zGxe55fjloww0fB3VV$|lrJu`c|3chVT+Q;9+@IYP{y?8i{tA?Bwt#x>3eZntzq_gb zDs|!%P}QKXo45z4bx%+pU_ZPN9ieSm3(!^819jbKKl}yyYFRmbx7U&2vpYatz1opqX^JVZ`v7hIv>6AQZRpVt)4h;Lo^&d}P zu1m`4qoIAqS~-nFT`DZo=)I%*ZdTo&j&dk>X(J*>^_cjx^c{lbxQE}u--d5t{u&*^f3B@oDrVK zw}pQ8fy}?Xvf2lD{)$#BK)0QKZLfQe&*cJA zWs^SPL&RkpUgzH41nvLgc(+ZX-}v6lyUhqvN6#e<^R?xn1HA6f!@S>vN2q&~(SCF_ z#3L?VI0ovI^lxX+Lr3@LQ?FF9URd8PH}G?a_KVmwws)fI(Ee#><%jQMems6BDw+M| zx)c3dz0`)kpJ$kli%aO+;$j!Xb(d7oujtI{AL8%K=LO%tjCsB5)s*#`hwnS|=Zig| z-@P^adt}=%K9JA$iayEl1pN`eFMBQfFQW7OT?xl8)GHhL_xESJ%WYo@tvb#l^^2hU zojxvZ3fxOSmoE-OxvupfXtuGx-7gD%et#;jpO{QGWqz)HXbLS1^K;jW`MHQ;|GJ#X z`Rle3^KoCradKIWK5n`#g%67u=HvPp=e^lQqYzg|29rbX0wd=svi?3vU8^=2*-wK0 zeDMcR58DR%yw#vt!2Q)_7U!?a1EW};$o*I&=ehE_IqY9I_3N_y!bSM6uPOs|iYJe4 z18wno(3LPR7vgznGhz%VvpCO9#dd=B35`M9gXf!>!e8jejW|!;m29W~R&jotnzfAO zWwXfQNuZdCE_xxA*kzI3feNxbCVmspf4YIAM||}(ua3s zlNB5vce$fjo-i1+@yy3{K_}MB4gKr6*FdXHf5UfeIQLZNe+})MZ2`>)j+e^;vska_ z8Bh*jLf@V@B48HjewWi~ig{#*O2=IJK!1zAG|$9;)id@pPTP2yve{ zi{&jdsjEhT`qU7{1^eUG5e03wwFcED?*FQf)n&c@wLo3)KlrPz!+CV7W|%+MVQ28) zPeD88Gf=c7b!X=BJ}>0+JJ#_&wZeIAN1tQ;{XFMIZ|MQ8YPJUDzy_chd4c|Xj{C>j zu?{+NekS5;F?sw+vep2xD ztk7Q@?LYsN*ZJOI{B?fl511Op?K{)AqwC{E(hYcDa>l>-e)ls!)Q@s}KUHPpD@;tpL?#`nS4*;|s>|@3f7=-~9*MRpuHpx?Vtk6!P#(!soUu z%wJ24=Hu*7*B{Zh)d%!vv6gneWT?fWN@+RmJlA zbCvv^nN+s>^lR+j@slg@_ldvh>*A6!X#Z?z=Y;ctTm{=n^1IJbu21s&vGMQo`aSGt zvDYnzRyAhxJ}ahzrYrqiwttHC!@PD|HW1o=)(4aWdVoHm3#f;+B_E-mn>U%CN6#&H zcQZe?zr>)P*nb9oYf}FU+D6>JRS3>|GcK%08}=f7xsvP4bpiX=P2t_)x?5R3ArbU> zJU_*iaQ>T5{E5CjsuYa0H$l;F8EDJqkUgFO-Gs+LznuN-B8KzcTnYDsQQ4QHTp#-# z{_85~<8IuS&|=?aP@mvS5P|GOIQi`G04;Gsn}##Ut=p zU&VY~ByFZ2cjS3$vf5(mp|60pjK1!gJP9q=4Fb*lG*IW?9O{K}_PhkvTTg$NgPFJc zJ~6y*!O!&D!^c6L!g=ye9)ot3)INdvygdA0#6^r_{W+_^$nO+X9VaqAjJ|H;)1ZCc zjf@v?TwU}#4_|hbdq8n9tXJNohg9lM(>$_IT$4)quJ;(4p<_MuO%xgB&9!}Izmecd(YIH|glzANshAIs_?Prr(J zwk;0%wqU=xxRL#)ei`Sp*)hCM4GDQz8~TOq!RNSrim#)G(VxvVe0}>A`wjexkk6&_ z`LF8)ANVk|JAUEy=1tyDJrwfzV&<3fQs({Y2;bK~`_?SyxUwAd9iFrDz?YzF{4qI> zKH#U&-+hZh#PuT%v`>+;?WfRcGkqk|ugUTv`nP-f8)*3;X&&e6`CZJfZQ4+Z6eB7S<1?5iu2}Z{|{_(-7ADdB0!j$4kPxvIU>yM3P{Ymt5yW|M{w*IG}I$_hLx~1%=kMzet%K=sJW7+OBsD{wj{mMe<$h;)bPnrd~O3shBMcj|h$=eW@ z>zje5E7!OAQm${4>krbWH-vR!o(=$;XSuYRzgf!5VaJ{?R z-Z+$3z`ymeuR(c;zApCm!*fy1?hEQJeEymRd|tbye2&ZY%#YQT^hY-#j8`WIAJ|2o z_RRwOgy--()N&>nU3cszgnWM;{a1Bhp6#c!!uybiNFjp0>?S_Hw}yV&4fFwhDj9K+ z*`DRw==(N}@6#_2dHMym8}y^}b^RLK8_{z?>|*A5`qo2y-oDBFP9?LSTwca`ajud+ zZboq2+s3p1+}uX08l+AkT?KtycMjv@({l-_f`0v{l#{nZ^67>eaL>F=sxmlBil3byYRVv!_QgG;`ixG*&Y*@ ztm5|^M?ZJJ&E@wp>?OvZcs6i6C})fVZKKfte&}InG3|cFm!yH}<=a4ip*1M0Uk{3D z^%>8jpZjLjLizdN!yG^NrOeMw{V;AG`!@Z$5!acU!c1tTId1ND^yl>(ZU-ahaDb8Z zOQ0>{xhi(-AMjsO|3}d0h52yB^mALhF!(d~ee=s7hZZgS@w#odvOM=+g%%fsudnF}EeEnc-j%dq{gL!{ zv5)iQbwN|c9rJq8syXk|?;2jef&Q**orN!}S^Ge-pZ)N10LRAhp094>nXmiFIq+?r!u@B|#)qN(@^1gf*G(bMX^Zqv)8{(` zofghlZ^U>sub0*9^ZIh0+p15ozQ6Dnd|B5z3`Wjvp>O9b0`0jeEZ_1V%QtdjVBRL%(2rF%^X%w;v2r?n z-rmW$`-=Iz+Dt80hwHv)`#`p9jn`4P1m8Hw=equg`C8;WdcKdh`P^3zr$Xxj=6O2* zHfZz4&7d3@uFDSjduRH%_?xfmo~A#Dz4S8`=5GsAj_0c$#(X%k|0JKodv}l*Igjlh zpZyNwvtgeWmCU%V6Z%O$=l9|7VLyhc$Ir|6X8TAU z;OA@Nm{-d-|K{g=*?pjUh7{lQhqk}azvX2QLW{kmeBc3SKb6^V#y?z5Ae%JWYn`!rKmEdXV^ke`bY&^GOU#y5m{a7}KZp3Z)E zF^&7R+cbf=I(iCzEZgj)FIQ|JE8hbB*z zU!QOWJ}lQUUzZ0$zCL{w;%@t^^yx9|e;3o(|Lzl*r~ApRP;OG=$Zl7FvdypbV{r&H zqqsgz*IC8*v<0BjGpH}p&*cXCxv%PtxJ|o*T$BR(W*kQs`|Cr?Y8*!w{m;^WEB1qt zeVpje1K$Bf=Bte7)6Z?gVbC_7^Wao0_l@y+VIJJH`n)dYZ~Ag2_jOgt^mV!J3&eHZ z4P*iLk+D74|87$0>uO`j+gFaJUr&7iRM}n0n%pPOXVio?BRD@U(mw;A)Th|*?sB<4 zUDpZy?=j)r)OPHDH}kj;tQpC9@M6_O`fuFRpdI@dS;X=6$hif)f2|Bq?CC*9_nBM5 zd2}-CHeQ#;`E@RxdA{qF%KED~kKQ(7zrC1N194Yzp1ysU>*0K90kqD~WqjsLP#xhu zvtn9*XnU?Z@R<_#;y4bmoA?!=H``^&M zPe)K5;Ji7#h4be0sgual)$CDxzBU^O+J(%cRB|uI-{EuJo~5t5p262YrXSlzq&mvy ztlQ3f*xtc>&n{uy{K$5I+8FZe+e2RcE`3;B5`5$^^KZR{ujhAm!TT^<`TQ4|%mdZN zK8*jw_J?{U_`;|T{5uxW*X6g&HzVi5^Y3Xv>Xd7sT~FqBZac?i<>8PA@A{t4--W@S z+wO&Sjp@tgN9NT!tbaB?(x-K&&`;ik?Skljs^;;KZwvOTn-PI;(7&Vo=w?*(_1TZE z^XW_aHRj>beR=#c=GmqmeOm?pj_#*!8?n72?&aU9W`%Z?W_!sz&d0R@AJm&`K{SXTJ*Cw27de^DyX2GRX5B zNB4c0r>l+i5ErffhVQy`PfjSI4-eQvEyMmX@f=TAn`R(x%bp<927yX<2mQ+6>!+JR z>p3++vF9v&S9jhGnyy?$xS2do77Ma5sKXe~xi^BZ4yjIX^c0HC? zy8z#f>_13<9>e@x?B7T~UX{c6*x6)J$j@gFhc>BPZ|;}h!TPP*gDSZ(%gSLwWV5{5^NcST2fFbisJpRW z-c<~P7McARA9)|B>(c*S#ZYKl%yxkp$-Lh!y@%ID+W}**r*6sqdO3jO@IE2*!%zMg z{w!Kq`n1a;>yHC{pNBwqp5yDbnETS$C08RZ2ZVFoPJ9D@b>}yMk#%(R+d{5ylQTKK z9_^3!rH`RpR^z^Nwg>0cxttNa&-O<_)sd7l*)A{(Iw9`!8uI!B?1wj_xGv6?=hL?n zazL?%^W;?WqxA7ZcQM|d>)q{=Ygm8s|KR6l!4y7E&yOUp=kwN$r=Qy;>`yhWJD;zQ zq_E!Ge7>q%=)Yn=sbYgaSUz_}Qft=l75w5?=GkIj@aqfo715vhnXb+DgZ!=sue&Sc zbAR!9FJkzM*WtVp^&zz{rC;k;>Cbk|&wOsb&whM)komQ^m-Gq2uTy?QJ++y6 zx7$ue&v_N^3cO$Yc@0p#auq1s1|Odl`WYUkZ;PAg+y0L*ei7!e`BHu#zLeizWZfn1 z<0sQU<-qWHH|FPUQv0(!k$$X?)3?Q%;M+SNXL&QW2h}ZOq1DE5pu3)0^cxKwIft9& zw+sdKYit*oIJP5=>xZ~}kv{L5@_UY~tK{`Rvwz->w#{<6`)S33jRxfS3|ys)^+LcqTfbn zyCjeGy3*fOGUv&On1>LT>+S{BtZrnDn*y%^P2peg;mCL{C=Y)En!+4V=Vya{ayU0F zoAcatN-E-FUn|xh5l4OTFZits`MJ2res_83E5xJwy86)XE@!@uxZiEam0`a70M2*! zd8vrY!L30d>VuK>T`74m=3D^IUiC#(fa{IG5#vnV-u8lc9a-XqGQ{2z2MUPrEH^&GJ5Bo!a;q z);nEEznyvtG$VNaigBMn>lF6CyKx*}H{Cez-S2*p*R32uW`uF{IL>!ho9O3$Iro=| z^jo2x9DE7rdYy+q%7H(EKJNhNntZ|dy7izfW}a?~Rxo}jm-WWI1qwlb*K?*rNA?2- zZ9HkZGH$wYzZ#$T6t6FN7Bt;L-rq6{TJ(=zKZd#$+W|h2>)&k|`|Bh74x(JwJqJG) z`}UBT+>g$tas8Wb_B!Hb0q4WpCBvX?8GYU5wu1J}Vp(t7+2F%pgJ$FhV00gNUo{t6 ztm1k%o&N@P|0S%Sx{zAT1Jx#;2P5`#zgbiN3B+{@$K`cC_m6kmYas3_PQjPWh!W6t zUk|#9H^?T>viuDD-+dnY-{rd2h>LyPpGG9Ti07Z{ISCZ|nO8-g2Yike($B@a^i$o5 z&)3Lv0_Co&v|(;_;{FaW#+M5^ym9?<9T1D`MUA}wi`@6`k78)zpYQa7WWlBIIH_S1{K^lh<<*G2cM`TzadHLc?F+lF~uD)gJz zj=}5O_{%_Da5*S1zY26qNqd$)F7D_1j`oMR3G{EfC<*n=ZTy_&VSesnH9rsE{7#hn z3;Z1Q$-caQdelcl{=AX><*Fus7qTsXCu+zv)K{}#;C-4+=k+8B6<`nCt(pZ_cPyXO0sm+|+eZsGUq#?jYJoWyn@w%6rvwmtL&{x$aZ(x7CXi0yU>wkg|NAq{z_Y3-S zbpO{1?*FRi%tYK*jRD2JA=Jw`58hAe1a0Ou0o72Bue%DaOLytT@aM?9BhXLI0_DKR z$PH;MAH(@^wxNV}m9e0h#`SArALq%L)BEAWZv1DUN?rr{sY?Pwo*p0ei3|I@sv+!u z7pr*QimT*2IXSQft~1@ZzpL(i7(Q%^is{F7)`NcXVo+S1#`3f$K$Xq;ak@_EZ=c#2 z@yI@%EU$T%ew+FoC{}H!uFrYyqTgcb5gb348zw^g4EDF1!d|>C^Jdl?*_?FjZdy3cJ9Zhgh?&m#T+WZvwR*CC4*lF`w1&2g!aBBj z*Fqb|^=xwHrO>KFIebxO9iu;P*-anKbf8V+{P!qjyA6n|8vkKEL0>niIgBSS0QE5L zSK}(_|F#kP?fs-TQ0_}vPflM(-IwhLzj6z7-bW6825~c@3+uIO1d5CF zbvNM~__CbIb#JQU2KsmL5>WID>(@_nKD?jGet6NJlMc1Cv8Mrwpj++^5;R5$~@gyb%A#2jX`zvfAD3ckCHV% z2Xz7a-_5AG(2;dFpdCYBmmyzQH98>f>>NJ-CWq(rl_Af{ei(6el;fWM9{Q|n!sn@e zjrpC}dpn<-ZRn%6oX=VDE`43!%6?P%KIz8udfUA>u8WS_n^eAziTZQ{`iuXQ&vWIO zzo{XlSo44V$aD+-UyJWk*JZoIC-Qyi3;6nG zTP*9fiu!q7Xj{(y1wA(r+Fj3fil5Y;^;glq%{>17(Rpa(-W4A<$} zkCG?GfW8HP50QNt89%uYbWN9l@Po4^G7f%Gm z-lsu*D_>W|j(}E29%j7mU{F?Pe}UQ@eiwg)exuaTj_ebBJ)OSp@1d{jllt!F7tMu!Mr_sF0Jpqj`iBp*X?5Zy1bOW?w3zMxyXDHbWKKs z_FDS7sed2Klft~YS)Ev3-WJrI6G8c1Jm{O%C8scNH=kSr?Q%KZZkHT~AKM;bom;$v z7D=n<*Ku#KyomksemVQ)ZA0emx}Yn{Rd(?8nwRjpROag(%7Gadxh z#%|=$wxHS81ay+VF01`Pzn=61=$7sTRqQ6}9Lw^_S>*C38L#BNudbvEwC(XP#+%d& z<^Q8UkNp|c1^Yp_<1D4 z=x#?5bsGIVlCMFFq?w?rc$%yn1e(-4sn2siI5Q#vTCAd<>p9h-{bcSZW89zcS6!F> z?zYq4gcL-E6}r=;IlKK%L(hv|}&Oe;vXiCM~6KDx=KFxeO1WUZ_i-)DLzkSyWsO*r6F$b zAYFR!?Xj%qCiX(P97G?E_LIv?>DT5{QmhTUkG}oS_-$!4Z)Dt_V?Cc2e7%6rdApFl z?stWLg=y5LTX^pOaWns}=>FniU7Jgf}OW7Woa^SvsHnEYbcKGyezprT+K; zee=uR^wSn!fa=P8&=#*{d^dgF=e-H7kB9wepyhi zecx&iM*HI<=XgW=DGeCE@+#15tIqfZ?k^`d{0tv<@*pT$GH*AjT)!^%zlpfdcpg-< z9|NPlF4uFM-8XB9xNP?)d^vJH7bp*KKUgy|%zw`r&+;nvzxxZfL7Q$ZKwYaY=;Z(C zza=L@J$E;C?#H04{tjqH%x3&N_kZ;n97nf3Ze@HzV=%H_k$ODWrRzDz=+kqMax@3Q~zHqA0Nl^IfC&KKf-r)!A?-F<2k5u!xCth z^8#qLjRjT5A&gh{2K~z0$P3Agk843)%5ikrCZ6$)7P_3D9oGqoA&JKPapBrS7ai-|S|xl>P6r9rJYGjN|H}Up17w9T(wqK7-@ywtE?U zubkuTvU=E;Cg%iwaUFd>vcDv++s!=RmYs!GHF>>jauV7}UKjcQVtFjr%|*|Flc8PV zGk8Bapflh1?snwVM83~TzHc?FiubJy_nTcpJ$`j~y%#~hocrO3mV+1%es4ymK&zt? zl!NK}x)$fz$$`x4Bj;qo*Ugz*L6ONk-ga+E-ycTbcNN!DALF^Mes?Wiw~cnBFA-pfnz zoYQq)1>JT&XCvnqP~SBIlrKIQ$_Icpp8jgO(&z1yA@AG6=dJple&W95b5~wQA66d* zU)G_0P%m7!k912(8{Z$V^Ut{IVP0<+lmEoq^FGn*)JB%;I;7vl_J@t(Y0psWDk)PECjiSGcq}tH(LHcfVKU7_ZKCeEYkK4ECLtKCSRw!Qx`qI}y(_l8^tFl1ZmcKh)>pALbe82hx-@my3am4My&@P!Uh`NZs zGm)7N?I)#z;$kvrKD~kQzWkik(b|l6tH$`s3-Cv=it`!7w3E>K5zd$JE5CtuZ*K=p z{f|L;DSchs$N6*iy7??$kj3)$^mX?P$JN~q_QQ*dLs9Pk*!94vweWa-PeghSJYP zzpe0Pv5NEK%xUf$=XXy+T(%huM)qX|Rcv$6mUI1@Ieh_sYsYv{B+<{+Q11UKlDK|N zZQ?%ew#T!q--G+NE6x6PxAbghWz_S-_<1|} zx}G}$abL>)+fCu4&^C?x&FBK|`zkkdL0q+eto4mUT<7HekmG=+DP z-JS$>U5+QHBb>i)(=rej``Av=$JpN>r&rRSk1+4|yF>myJIvc#HxcDJe<=NXI_Ke= z(|1ApGGDUg%-_x9^m~5;)P}g z^)j{lHRM?>9zePIiQ4?g_JaG0zAo0%*L`!AI~mG%Q0rI2efskLWmO z*Jbq{cs=_ypQTYpSGhDa6j`VU(bxB7X9eo<{G{q-;7i*^K-X%+|BDwKM(5R5A%KfK)+KR zgKxLVWc+3NrET~sv>UeowAbcRf5q?L?_9(B*_%MWaw{kgIkL?*P=6fsj89lE;bTzE z-U7M_^m})HEwtGCAJ9CJ7s}aQkPj?`_6hSqb%g%ze&zes`37;3$^If=H4fU|@dUXr z{0=Aad-hYn61`>dE!(S-*&%v%U5@#>4u1`_|>q;v&aML@Va)dQO-xar_wk z(!aBhKI)mT`^lU?XM51s<)xPX`rGTE>B@e1qr$woIQn`dZ{U4iewg*;edO=yj9;Zd zvHBM3S*<~x-wc!wvOnI`kApTNnYXJCt5Gkgpl|Q-pqkD7Y2^B_?yc`U`gR`ojn%b= zvR-y7DBC1ZCs!wDpQK-Blm!1?0lM@lpqf2^@iv`6ed1cs@1~#oyyNuahU{-QaRtzR zH}i8l_7(be&GDd#o|C#i__=P$@)`|5dH7Q5Y|e8xBmWEk)wLWM*00HGZ_=0RzW|E; zV_04=2y{6-Urn^^!SX#_$cz7X{hFQ|&O4vEmwr3-bI^``mp&ZUqeu4lWPHh7P$U`9 zHya768V`^iIR9Nvr@xzdJO|x2t?p=uMIb%VeFh6iPXyfz9G4mL&dWpIb|4un@ z474j52hE}nCLDN-HcT52Ng-by_ zm;2i2{GIgc;PblH7tmr4$LIC2XM*NA?tXbqXutdnd|C7_0aff8(2bi#_TqVO=F9+= zZ{oT(d6?(8nh~*xizN2L>pDF5O&!?^|Bmci2+H-(QD40d&oh0B&so=m`ICs5iMYCA zGH9OQ^VC(0hL&yUAL4%I@A?!e_7CU%>X1$jWBr36uewX~exK6!)m8L;_Zy$fav=R% zeL$bKV}f6=WIm>EW&OxG3w)iAc^~mNeNC(l`bPS?OCP{`wZr`uhJM;F>F<8Z9VmBA zZv*YQj-Yy(KB~LWXWg%j89zdQ)^&rwhy7WMqJPV*TD)K5Ye5qiuK$fbEoZR(ATMWr zEx%*FtsiTJ`hF!pAG`25Xq^)B=34YipZF2t_Uu|vyufn5@-^14^%l!NdlytM^ZRv{ zKCNEKXZf9)-+2Yv{4^bO=~G#L$J5l6!Pi6k(oN*|938Kb z@85}f(fwzm`y1HBEfDw3n}A|k9CZS}H#71wURV1f{c!~6JL*&Pb)CPLzS_1Jbe6tu z9_PF{`}y05>r-#A-ld!mZ+@P{`0&w;Urt}wAJf;3>W{doe>bRZzMcFq%!{wt2HJMN z0rXRux2s#Oh1Ruev;HQ|qf^Ph!;i%@`npdjfwp7V4{y`L{xoqMUw0Gwq1>J4`gLCw zN1b~C{_J+J|J^s+1Z_sV0?KOKN6w~or=H#v)Wf-doSw_`S;T(&xjw;tVBL0(pWAcU z!Jp~p>d1r8CN+)zeJB~UW3LC@_Nzb@`zQR@#o05wItSEsUjWVR@hwG^5@JBj+E0zG@2SCa^!=XN0`H9oN%2*`4*8btHE;1I3!Z z;m>mBmC*7)UB;(zUA&oJigJ_6dG&r$2WXx0H~iS|_Vn)^pVGH$tN>-TSHZ~sN}x}8 z05o0c>$>j0s0-=qZXDOEyUHTwT9)g;nvJMCHU;$~ZCL+?Wb%)$jMrvAflFsQLUrKh z>;G7Wa&t{7sdn+Y-lQq~lJOtupRV#_XnXd3)=Mk|Mdl9bzv#by1$|oFzaR0)K3?R~ zA3)pVIH(Jbg6ezE@(HAR<$GxPz#*0o<$dI!z0{k+`|QKl6Zf*6;Fs}zs-s(Z{fyAA z`2Ia;bIoefEeGv&mios9pwhFcZ<`4UGllvSwlDRZkVs~=m0)!Ldwra~ZqFWtZu43uyChj--c-i-4k8PkFoJ&1s2K8Z%tNYSBpjGS*pc@~~O%La?={ldmuSL=l zP;KIPx;fno+K#=6$dwuXr1yTIgID9=~H(> zyY$cx-=`6@nIGoAZ~PU$YqphxKH)_0;~ms_Yd|%N`MPY!JU#L{EMGYgbmtZ89l3$J zq!uVvRl=8C`f*T*|AJ~0ech(f|ICQBi0cC8?I!LG)^C~3`mvKicb@&$t{3xm*^YUw zFYU+j^pIzVa$ClBftfdpZ>s|mO`yqmU>Tv3zY(Kd3_pn|Q_Q#uU*R$Rv_V4Qg z&bLz?m(hQd<^|3Oz8u!ijTp^%j0SyPZ!ofd1gMgesK?z8%EMt_`+*tII)(G?bZ4%I zSDT)MpS#?)*WKJKsA*2Fb;pB%IPQmo>XX=)tzk96EqEav)+{%px9Hu_$cPVe&=_LCmmtED}r8gfcgXasq0C9 z75CAH?V=OBZtqDl^EBuup8<8sFVxTe3aTN$fwm#3Ut`?Hmm}^bo&!ZIUT?OZg4W0B z|Mnc;pE=Fuq7XL}aoZqB_vu&1wF<_D<&S?pOM|x?(l1v&FffJTM>h z&%VO@UCrO0%z75u{T6;-f3n@?COm|=X%N28Kl%OWWBmM$;`eGB^80d?tx#XAPUQXW zX5MbQH{gBhT>;wBTwf@}FYrs3a~$+LIlgY+Dq{TCO<<%y7L+sJ0?mTgsN2xjRY&IQ zei?n;_a)u$!&rah08n?LuPaSo_q#i@eE!WWPq~RYj=t`1xCYw)#qo7r*wlZz&jJqCj+xpQD6(2P6*|Mq#|yq5{#+_rrjKQ|3_ z;dv!z(AQOs4bVE}U9#@mpxgc?>wP;1G}pYuc=`-b&zTB}e&IRWcrtW!-m)}bA@Z_fM64eSrF#Sh?q z_S*Zv$hpFxy5ezA#H?j}6!Tg0(_WS*|G@aqr$M{$XV6b6qaI7YHJ=7w&OVR0SX~Lq zbyeh`|AD%$cwGr0?6sGI`ZdzYYSfRCcJ$w zzmK*j?32vr^`rE8b;W*OzcsX1O8NKt75v@F!JAR;CaeejisiiTi;JoMd<_)$h3~cG zd1!O`8J0Ka_v4#C3avH`0%aDzPru?W)@zmuntHdedVbYz@bfR& z|E_ce{qeCg^v&j6?`9Y8f;J-@d zp4$%;FZ3ca*$?l2??`!7Q6 z3iMO^fFiREXv^v6I-h=SMlnBkC6<1^bSizjT^L6nOh5O1=;yAa3O+1a9V0VK>C2TI zM|UNh7bmOn+!nX=1(fSk^mX5C7__NB0F+tjEFVUH_ZK=q+xR5b>qei~`By@_ia+4H z{=#9<7SrcdHqTr231R-+>;?4a*;%39GoU#=9CYI!0Chh5K0y{VM$ksD>V3 zJdXLhSXB%yrZK-&8|lY3J{NJlWiIGf(kFFFCbUbRLoTJys+u1|+a9|Zuh;|n3#FhL z!MN(c`S(JwU7+O8TC(tT;4Vlb!Zng*4!`tq!v3@GGtDHl< zjs5X1hyC!P-))FT)^mVz0P}aB$9!JJHVowrK+(Sv{_U$czHW=IgSOqP;LE!6LC}ro zesr=r{akIFfVj+Jzk76lSv`#X?(zVA-Q|XTVUpzE543^vk~i|Df-<-xwEr!hPeIKbn!FaGz+qCUTwt zwET7_esGj zxvj_Y_es03K6Q1L>&I$CtD9p%)2$}U+wi`A*=5x4hxS1ceP7k&`!WqG@jlhjv!KZQ z5tP$I|G^mM@2;X0adWze_15Hrt|IvPpDTD>`?o=V13zc;^DJmv&fk^T&;A$v*prCs zFmJoFy6Z{tf33uj7xh-}%JFr3j{Wg|Y8Ypqe;>;oecm>_9a?Rq&x`$%x+DEv9S!@y z$I#zR{cxUoX+Hc}w&8j=oj*VL^$hxW!8p*2dJy!@x`TER_m>kf9A|fuzOLtPhCiE; z?|^#Cdir*07AQ9`Pq*cFQdgs|o73EXCUTAs>-T8@iZ$FPRuBIRe&+M&@2bNwXf<>{ z7@5~X<}m+NH9n$V`X1<~z5~j2%Rw`e~^n{R#@f@qJsyxSxCy zae3${sE5)2?K!>=rML6Ce!D@R_a&JT^8CrK@wya_5BS|fsp~}N*|mmNN2)QN&vkJ= zgTC#??Sy}-*L$o=E&Q$OH&rMEDT(znvreKc=s z^AXC8dLOilR+7Ku@wzz{^m)NQzhwR{FQf1IU3~tkD@mV7U$$q1AAUtf&cEaRPGs}` zi+R0ygMKZ(;qzR-&e!o@vpwO?hxWyT%W$21FY1%b?;`sZBCc*>|E-_Q`r;mtw$hyS@f|)Gnq^>*4fi-#hs9_TbNH4N*_udL5bH6jc5O z(D!Kx%0r3dVV2vX>#5&s3<^QI#*LtLK^&+y^L2bi9cVL>zVGg4d&2j*i1#fI{s!tt z`S;j`$M|=3VEa+dq@UX*!OvqpM!8=`Ki7}&cjoR2eje7-+2ZiKInQ>N+c5#x+0kq- znNJ>u7JK@GdTvjaf5yCAes?pp`miOLd_Cy<(#Pe1SZG%feEfwA^vn2jptpgyr2G;#A8U&sD<-I?p!bggkLKQjvSeI5gC{KKHQ7|w0W=taH1J?pLH_`6Nx z_`7Qo*1s*`d90Chtl`rla|5XJ-vQO^Fb-e%BD6Wf^>3nIf7VOsOx9_@^7&`s!)Du2 z(3N}z%0p`zAH{uQ-T5${o}P}lPq-Bnd%BX-+Jd%>{w}9;oLz6BzpLyE@HtoV6DZdF z0LlaVKohr<umZw3Vc#8L%#de1sQv_{N**~w2ObJ?pt|a8+Yi^)UzXH^AxE@|5 z?+boQ|JKL2Z=GCk5jSUEC%e+WWfsS|{iKHxw@Wym-Sz4c^bMdKOuFsOq22fvV5Gea zn)*EF&4u~xE;sBiyJ#)_JAwPm%0tVb)hwP9Ba;3DZI?^|Bm30Cm&HELcb79)LFW3WAyh;By^H)LpKI>SoDcc>Y#s|>iBHyQPPM?r7LwlqVulIkwg?j21 z`m>rH{8?;9Tpp&+sN_$eZBap}zX>#Ne8%{-tY^A$yh2X@koA)JzQp}osW+VF(`9 z_^GVU@pJWk7(ai2dAZ-oyxd&#BI-rgvDx6~a>GboKXV8u?&}Nc6!x!+ePN#aRc#RW ze>Mm09h?Ved(>jQ#iiurGw@@R%KhWy%&pKO$tPyN9t!)x_UH(0i*8^%s{trlT@LC~f5Bhn2Ku|$ zcLG{%+6(Hr+#gog;(4p`5a-Xy18<@{vfmc#58-+@J(qs((w|4%bfw?xx{pAMJ@j=s zfO)%Y6Y}<>u_(9Q*)MMw9j6}`ehrG4Fb?1C186_VvV6fyVD!8f6*~~xF5)~oUAI28 z9Q+6T&TQLH-%HyF`U|gvdiZFT&*Qvz*M#&JG7wisxi5|A-ws+1ZpQlC>X7rVWIXF~ z(3Q}S{Z!`DDw*rwR7d)%IYXay<9?%$c4PghZ>!l7_pwDSLDiu(@7p9$az4J=#C`-7 zdkxET=>KX~40XjNygs`+DA&>F|C!gfi2dvS!YI5Cd7uyI`?Lq$(%PUJ!u{rLJol6H zyB&SDAeK$pw) zX|`-T^@I;WRg>qhyPT!aelqu+Q8i{jix}=JEB0``y4dpyuRs4XXu9z{SJi>@+{LsU z`gZA5FtUFL7}=+r{ym)i>+-+_`gqnsPz_~&yF9Rn`FbDDZfxTn9v zb4?D|%ja7+K7ZxGFQDz%Psu0qS>Av?>L&gNTCApDn%hZn3G;dLGxKCQBlzb-q23wh zy=DQaHi!KGRnjdD&-Xi`c`*H1^bfv!DScL4!ghy#gml}3&ZpnHCiG$1p4Y2e==<`! zZFt|VDf2~rdSjlXIIx`*-Nqb_xAf&uxXcxIg&zGxTTGF$Hn`m)pm{TmJlzcxm!yJrbQe&4AFhA21GIjXujB4!p08hJ{_mGFUw4f|e|!SlBl5l9 z_<3ymiJ!+&_CwgQ^mDPF?M2@=eD1%pooM6P{)x16d3|cMzhn-y{bD-r_t3MTxMU3I zetU!*KY;PDFQ5$j5J%6`wb%X&Whx6XdC!EhNzdcFc9K&&P^)lC? z`#w7mm#semO;`4>NB4WTW4M2un>Zik?rrw3s}H6^tDEWH>LJpe`~TLXSF(Ryw&(me zzoISg^A-EoP2qKX-8lBIn@_?zwa~w=HXWibH~Sp44cCHZe#pz~a9PO7D(B6cd5cxZc8i-JTl(EdpC|< z+oIZ_nstW0Hh3$2ZsS7GFMoy1n+`_ig;STZKVI}_-X7V<4{<$=zN+ic*Q4jQxtzu* zw@cVRF9&d5oycS!?{Y8W^_^ouQ^@skswU^xi;QTZ_=T>Ny%{*JQY)Gvy2mPd9;j?o6_w?f= zt}Bo3|E^PV5ZC$i?Z|ls(7vzXbpywPX2Eb!ZF&%N6_0`m_p8LSGqUiu2*X?vM&LslEXT+@n6Be&HUA%PI;Bw@+9cS1wT2@=dies&tduA z&v?GsCy$Yf*-vWE{TEuS;qzErQVcB*hWzz9`lWxCerY~g!}{+sk5>-|Zf0B!VLq!n zF^{$jsqK>?{u=#O7qDDhq<{Ne%y;c|pW*&~C*OyNp^w_Mz|mi#T-T;QySqN;`+bo0 zZ885Ic{%?+HH+;S_v<0lvuD32KR-&2ISIP$q_3i1$$_U4m){--{Um;V;)N<`^#SLb zxu@Abt!`$2wMu5*tzTunD+e;)_Eib=)raWY?t1#Q?nHmJiRnMU>c{f(?$EY7 z{o4L=H~l#O-@M=E{^XHwl+U}n+?mi^Dg>mv$dC-2>0#FTk1+>>1#{UfS-=2A#@wXl$(>R~qF6jj=+oXc( zVUCl#2`!<0LKD{iydEg_Uk;iPVgJ{eocHFN?SdcsjLo3S<#@TSHH&^-!1-?`ZVF3>j2r|)iD0g5%RgL2?BmZyya&FP_JSB|U84LzY%O$A2! z8$g-W4zx>}gRWOC(8PuO{Xhl$)ul6!_mh8v)^#|)PG)i5yc)U>ae3%dascysv+e&; zb>?w8R{#G$2_H$wzNHgGNs@gTax8;MNOoC{ZIXQ%6GJ&n2#GP4B%DboBsv76fxdhISmq{A!CZ$mz&tuhFia^Uw zf57MLTnEae<)CP1LF2|#R|xCX&-I2@Iog9dS%JQ6MbH+ZzsnBQ*&bJc@v!fllk|BP zOaIp!pGUizL_fBJn?Q?0-0wza?Fk*3=MP5K6N9=}9OF^l$(DTI(D|A|i#B2Wzg|_g zFADD;xyw?Q%6y;L4xcu2CI#Q_0@@OF$e3r?Ug!b*)(-v+6l2pt9mjd)rtTDIIeswX zwZi@|Jz}BVo{)!MeU3Ud5Bqlxza2s-^s;>=kn{<_?(*)eC%d;E|*~5nYk{> z-Qx3Eb)#Rp+sun)CFWh`a`5?sq%Fp{|92DaFJI~bIhZ~QRas_`8fYwed)jIw~NqjIDJ@6Vm>V%yTN{! zZnM4F9qL)kv(@hp7~f5*_59vsMi%i3+S(^hkExi z=Gi)qerjgFigvf40ciRKzaC8gl^@WL#j#fW+}^>jFLY%8Lfsfo?g6@6-9dZ(EzsX* zfB!T6UmW9mfoRV>-87(|yOPY$&20WV^dGDzn0NSIC=Q43LH~pA#SXea?#uvv8U8Nr zb=G-Q)h&qYUVML(6_>K#$WKAjmwCCf}I3!q!vjE~}e?rzUYwx6Vr+oGRB zo5CM6{`h!M93Ba(oSg5bH*=g^ZP19@hHtX}D~&-vvNmYuu)gkYMM3M_#X$FN9?*Wq zyxh0s{xQBe_m6Qyx!d8qAM*Ir zBG6*R(~O^Gz22lSpO5U{#rx#o{CSm&^X>fTi}dGmA-^wofc`AEGk)wd>V?ePRae&I z-JX`AUoBAQW!`Qa=h2B{H{r)R?hGi#hIw?0RxrMK2B+Q-JH- zbo52~VEGKt7Wos@XODxXe>$kvEe6H1P^WMH728u5g7)ehwpXC<`=xI~>wI0^ z*CYn?qv_xJEZ-00s&^1~yN8o|#)9%x3aF=Xp1ztg9ojb^PbQ86Z9|S1_yb|yeo{Ne zi@XU&_M;1Y5|kAW)5oh!1m()$=P|XYvlgYF_x+bXy!QmCw`>7T3dhNP%Otk%jsxvr zt^+rPYBPR=`@r~CPeSXn|H4OQrSs&f!=Ovx{55l#K5k<^LtIBQ4;L$jK-*p6T(%K! z^17i-LDRPm^_{Zhp8TLZ@f6$ZW@CKlJ@~V4c@}iHeg#$6U#L^L&$~;l4s8eLXS==* zpO&5XlNqZ)KZ572iSoms-5s9CBF1n$RL6z!*u$*zs$BW-oEL`v9(hmYb8!3Lpnsmv zX;Y8>uK%D#fE#WCi`CY|-v$UYRjZgkMmL4UCeahZ*Iv~5VAR-W~JQGxYs^$}@5 zJB&+&V;-_r;6AM|aRHPp%5R>t?Ns&RZ< zjAOoSwlP2U`x~=;Z8QEJkC;!(F2S$Qw?|x`r!Pn9IqYZX+vZYlw%6(BDvYvzRS+}tN2fK3-f8XJsfTHbGF!LN%HE9I2nLPm1xqGtxOgqMBzD71s zL01KBqZdGRrUaRmm+?=tlGpFhFT?zGRh|3BxaW@3H|PEgn)>OWYsUJz-pst*&a;Rs zKb!r3m;y%fR#1GE0P4-m%k?JakkHd}QAo zpvuMkTpYRx|MjH~(}$zClfA;ZYxP)fw*$G~t8MrW`!{dTe!y5%-RiY=W?E0WWFf0tjPKA{yxXq)w+qiE~f!q>TpmjW1U`92tJ?d_0V1! zlu6auuR^t;Uk24A*6roQ!qA!LwW=Ph+q;F#>%}4F@jCZj__Uq73N!^c4zF`_eVn<} z7jb`}4Jg+r>igx`zfc}f<>ESbw~+JaTA63ASg$#n|!OP>Sv=Kp}E zKz8b0%-{VY?jNtG(f3{K<7k(sF2fJSn1kfl??9E72ATr&dB1c%w7vQn=n`gv;u!td z)cXKhcBW5@V^g6`0lpuYbk+-0t__ImT3gva`})w2pA%Wf5A9Mv1|$2*hkm0$UzYj3 zJW-GFieX;en$z^_6wb4EB{`p6vCpPZYET@qpqerjGzAhtpU6DiFKPuXGwOqO z2lt8bOC{sMzx`7BwyN<5{5Z02A!t&%6KPDVBx&JK-GK#keb=8&3amH|f`ACf{eArT?lb z%$H5!Fpiw}MSKtHspmldv!tFx>TgR?|Hg4{nZfHL^)SRm8~UT$9Sv*?pVDE(a541PX1`1xwS_qp4@^Y{2L{H|dhoSn<} zI#X{0+rvIGYLeye(|#7{?@k77LlgQ92hH}r)MvVZ`s3D&_lpI^^17s`4Ei!iB(9c~n`nh}Ud-iL*5j2IrX8*gNGd|=K#_KUZ7h{vC z3nsGtI{jRork{($y%-9+vUW= z@Kw8m>(fp87W!-|$J^DUrO=V*X6QE)R8uD~ek>8xwc%@D#M{aF@P(m+R!zx-g$U>1)PY%>l)cB+y$aC~{dE$9! zw~+hIx;aT6c~aTrM^HTEIx;(NDYS93*?xKgC^Lpquj6=kq+^ z)e%r+*#_z@U(%;z!g(y6!~X4i!nx>uyP{p`F#oN?J^J-Sp2MPRasHd#!TsRGp|D^3 z#xCe5GZgy^=7aKO&VzEXHTXPF4teAW&U;eb@-qJIf56OrM|9qQ@jNu!LY_O3d9R(z z@n%2zSG4Qtr1>r|KYiI=VL!deqn~>w`0dy9U*-9}AXf%|*hBiTznQ6ji=Usu`hi?S ztuL@n?h^RkVTXk4mav{KJF}lHkp=%A7ti+=*^xf&7Sg|EcKWPs9P-ug!gzHB`m_AC z60cv#JUjB939WJkA3V?T zU+X`DALkjy_#OJSd?k_BKN`(=$@f89G_Vod-OVA0>)L!DFpl}XszyKeOJdOO@7D%R zLH_&vLB8k6ip3BYZCG#De`IC<#r*HVJsaMa7V`Hsmyhsw>c{#^=Dvh-)jGs&<1fh{ z7LcE$fd1zXL7i_5sHzO3-qZ&aW4nNE@0-+*VnDyN4ybFs0?J?M=Wagz-29aXakYW@ zx$1hKzPRx!Xs`VNn!+c^LI*&(W*7DLEujB`>(X?dub^!)=IOc)^K^fJ%(5wxtBAGCv6m-mZ3eR@mC*XOOHzOayfePc4HdJJQ{7x%HTSL;wG zmm#O+1bxfP@K-zV5EvOJq~G4)Iyb!~>_69u^W{u>Ec=}a`Fhzfe{Nc9Ue}EK(&@ZS zp-nyZlNr@`-J~ecHp$QSZQO@e9D4x26e1hqvU5JRr!((2{lk8C>z+p3j}GJctDdA@ z^oV|YT|n#Pd-UUqft~I`>$6utl_R__bT|v`ZtVnpbLQ>xR6KO%zB!rm<79_h^zT0O zb32&p)pT@K#O2C-ppNFe_Q-o8d^vM}H<$1UwBEvfTJ;v@=RWaO#AT%tWar0t-PphA z%Q-@Q{TA!%YSJ3SeM|ben#6O|YzfX=vsZ?p-4^RX-_G5F{ae*wyh#`j&%*Oj?e(yq zYX--~Z3)g_&s>k@Vw36TSKkAD^8ujD-U~FY9T?fynDMNam~ZddOP^l0GWa&nKNoFS zXO|P(uwQHq&|KzxXVIF}HN!mTMjXGjgP5=T`ypR1QIOB=(NBRY7oX$e*njzaTz8Xv z>KZ88(vR)+P@nI|{Mjhdf5GRzUmE5q@r`YZfK16?ai`Tgy>G$>rQW*AAnm(>_aNV{WR-X4?!@OCoZ3!(ZFkd#?Ilk;m zH)X%$^gX+alqDt}OHQO-IT?)n_X+yDZ9;?>hSNF z$M+F=ivK<6r=LeZ(U$LdZZF^S+#ddSAS-fyftt+UHS@hrO`@NxYV>pY&368Ga%L^) z6Y1wFZ9e1cgP(s+KUX#0M_jx}KhHcLKpdl=`xdRyZoh9z4yg;u@m0vTUI0zXGi2X< zpcwlE=wctyFWcOrAKtzM`mq0-o_3geB=dB?pLx0)zM1hB^mTc1DYSZmzV4o*uj{v` zvR|1Ap!?@NP_FC;>bL3VK9Tvl{@+;8o<~X~mmdyBpF`&#~{;p29fmS{0gQCsL zpq*PXXr8w!+HoHmzmGoe@1BRRx@N4?%Zk6yXJc5em#fx8n^~;a+j*?l|IglvQNeu%*zKO`)bn{OL3i>acR)D#C&q@7|`A73F_Q&)Uku8qlbZV ze1Gb5JwVepoCmkN1+<-84|Kb^KV4*fGUG*<@5@!3eR*t*X37PUSwXI<643-EkX!9N9k_RC)t_dgW};T;jSkpZFHED@i{$DbGUN zhW~}{iX*JEi*iSx10x%sg7hwMAS_A>GaP?EiQ0>*kv6IeU;F_6FVU;G!(w+h!K?Y#~OW zpLmIWt=7`7b?y%tZ#xB)t3L)!gJkMcWTw^|KVrPY1W?c5dw`B+-CcI(`-ADwsT6z!Rx+lKs}-Rt3Zz05j@{fzm!9dH!Ct6IBS~w;YEdHw2Q~W`1*-))Q33lUDu?atDHR%*LgXbkJtHXL5pMMKzqFq=;RZiPy8=^w%!9!C;tK3EA)4JnkyYsDB zw|6DKL|j(lc`z=4KJQy`-JF|00PT^w4eztL5oqdi+}&&|1noy;WxRe^A6Jj_<3$C| zk2iIf!KaOz28wbC^zR}a>EElEuiJ*tvb`PmkrxlIz~{t@!(@5-y2{1<=48fr`eMdp zP}N8VO`&iOoDAddX&)f2YsG_hF7tbplm0Fa(ce`X=h3Sgq`k`g-=x2R>%_7)U?h(N zBl!gHH!#!zHaCFw`(6dztvclV+Muq*_W)D32DDgFk@3wE^rij_zm_Lhrx#;5kI%+@ z$$0ijpsK?4ZZhjt`t_9!pj`DK=;pKDZs+Bt-p%oI(T@AaMCv*4X*FdgsPm2hWu;JW z4}LB)o?(0PL-?#uWPUDBoPahdKaks4Z}+X1KC#om-JXbxMg?IzdYz=i}|1z}h83oGY zB|-lM>#u49eKwLGATG)=Z}TJQqy9d%{r*2_cQ@z*VqECoCiwDI=6yPIAC+tLU0b{a zKR0Wr7wlx7Xg^_oZHwneyGqLk`Y8TA@-4mx$d0_P|D5*|U-94JN4NH3)mh@t*5hH*XDJ;H1DUThWCS<;qQnG?-M?} zcX+@)n_6ZCW6GCTVPKeq!y-K8|g&m;Sb(O-8mKUb4N zem-SA<6$4Z%<*#3W7>zp}UKi!H8@QRm4oPJ_DFaZtXpA9TbOMe>Rgv@`gVuToHwUFY7Z^SHv{bs?*D2oSEasA zUw4-4+DzYqyna4?-44pa>npGxZ?9j1&zb_&byIaS7ZhXt`p+DEd`+ZfQebh6c-IarSAJ@Z~ zS)3QI&+VXZXXQA%S~r7weDL+_?V(M9SIPRNK)r?g&iMmZ;dha9i0Omv)=>BVlB~ay z@nfq&*Ed1FzGcletffFT0Pv9J3AdOIJ|u;JkKo=_6>@Yy=tK9W0-EtM^ zZp@I24LN%2>Wv}zOZU-~}R8#3|c1Q5_{Ly%Bi?OV~ z+IbbBbv{1l#ZmgZ^7K`IfIh0yLLN7Obnmh~bN#g_R|xm{-#VyG^lKeQztz22=T(|@ zg2*@`KX)@fS7r_U;w0k#^P5$C&(If0(}(v}Q_Hg7bCt?=H&eT&BM^7Pm|r{lKD0^sfbn-Hf~p$xYrSzQbYxo-(9W9$`cd>_ z-+Uq4r+)#;Ul)V!pD(GuSqAzRUxTJ!V9Fxu?|2_^=woPigYOMyE8i#lKE9{u8GLWC z#aNHUYj>m#gNo-}Gsq-#4D^lSVNf&hPUFiv50L-Cg&p$M!qS z({-H+(E8(2>LGm3IL>?b2RW|p_Fh0-RsEejeH65xu@0}#?Syu( z)7RzkG-&zjN>Dsn45~@tjs#RdzZehYroF> zTxtO7jnzQ=Lpji;J`0K?g~%84fbxSdFTU&J&?fyZ{dFMsdv^(}&x>W;mqtANfj)d^ zEvTn`0s6bMskd#dYt# z?7#43KZ4`zZs?EH`@W%H=S?Bcz6*+Sok2CVKJ{3Ruba!v*VQDBuZ!}WH>Y|Wrw=YW zLXJ5En#+5s#V+buoL?snt%CL=7K3`)Cv5M}eBPvg0Bx@r#xF7dkDR9gEtA+!Rhv#d zaT=(4Orc)+At)Y>1^qr!CXHcxR#Idc1+BNRP9Pq>32mFyW54mi|L^jBK=)hWpvhNgqdDquuiLjq*3eP)}C%Esry;1}1 z;t2O^^`*E@O_b+4H5+pQJ}k4d?ye@W?w&cn-KBEh7<+~LxT!Se=kioXTqnjfpr6N; zqi&Z6v_W1`9cZ2z}>`b4xjp?_l8fh**hyL!TGN4@j0OYEjYi? z6gUN+RMohiLFrx4w!{`t99~U5a4G2T%?I_{DU9!A-QCP)-QAC3-QC@I2kqukH_$C$ z-Cfsd4(*qOJbi0zXwjDQ<4hrrr@PxF5w|-FvHytNWUK#>cbTud1^>eL^d{~b=MyhM zyPr4@UMxQb?V~dD_1(}iyW@3RHnM%mYH}3wcJr5Izty20Kkj2_dzItt;;S+2AI?>k zzjlRoKXze!R0sBN)Dl!v>FeUf8qj9eOQ1eqn#{xXZt`*ZyXuw?ar<{J(7!>S_oFzk zPIh`g-z|0llqU{>E|uf&`U30oqQX~*t96#`3umzZstKUZml)dnf~G)cwrAyeZZ6?9 zwpU}l-tB$?+BGW$`lv9kzHDx2oi7{PQ^P#GWhdy<k1&Q&vO2pyT$cxLWFbSnysXN*9gA8WhAsd*NuMuko(j4R+9a4a-EyZ z;J$Ni&jb2f+`sgcF@n0OE7OQ)th;F{Vbrq!1L1N${*mhRpI$( zw%8E*`;IoCsaFqld$?ZB%wnD%nXies9Dg(T@o%7SxeHWNxL!?W|1`vtKy$f2sC%^r z?UmY~i|6_@(Jl+LkK%lG@o*RYyc+j!bvKge+o|t>=F;ob@fE1+v(7FK-KG!MI0o9Q z--3GMB2cd6x-_@DPtY-Br58Y-n1}kr&GD%7Jv9x_WBEAqN12hx=X0r{pqu|TsQ=)& zu_)h~?FXBK=2Bx&u4aBKGpaDYmCt?kA^p@`40&DHr&Jteo^2Y?U)=)wvYA7l_08+> zzHikFYzXSSF`!r$KDQI=2J!?yKk~h!-Q*8`pO1N^N(=F@u3NtR8t<2f`KTE44z%jV zyxLyn_n|)G_hYurM!Orz{Mr39lb^Gl?XD^P(%oQOJfd&w8KM5Yk@>PM#{60RzLK9G zx0cN7KznUF=%c;^U1~ZgyX+vd{{Wi0yFu|awS1hkL)cHO2)^%^qo4icQ(os-7w~WJ zJx)~_j<}oO2lPw3fJ(OlMfvc3kEzLi&G?=rUgZ0j-BpnNr#!*_FFk?}nys71=8;`AntqwDDo?P6>isM3~$_LEdzcW@3UJ4|K#D(mk0{77hVn00qQitEtD z*PYnEGxKzPA(q$e`oDR)zsEdX94f>9S?TMtV`1L6?bE!j*pt*Raa~*FyhHe&YZiR{ zi_6ezJ$>EO<9vA0_7}uOg+27i2kE@-8IH5t#_OQ%r_0&z{YBJGJ_Y?7tjDV}lNld8 z7S!k81?5EM>uPdmXqB@Q=!UicjcP;|s14fdVg6i&7a9LE3Y1+W=*w_EotaIaw^!-& zI*xUEH=KFAXmbZXs?MAbJOP@NpXjgg>7aPH9+cz11Z{~0QRT>HH69<8r z``ftPuT$S?1j-Y2!AM;YG<})Zt20FyKa_?2DqV&jyZA8Qu1Lt+n=J@FJqZ-$M^bNj z2bAHwR~KI^#7lsFAII6%lt1CmcHqyTNnZo%UNh<2HMl>GZ`BoAX3zBXYHZK(BIDyZ zk51<+4(%7`18s>gU;h5%&~9Py`(uB>|MbR8f23dPdmr2_}Gv|Bu+sJlVG1L{(e`9<4c~IrzID^i8 z8d_%m3G|CNkH9Yu=hH2^Lm$6C5wziaRbPth&m-%e;KRBX{aj{WNx$Bk!g!e9?!$Sd za!pJ6b|(dzIWMvQtpe1JxiXD@ePa%22Xh{~n#yr=v5fQGOd;;$Dg@6Jdcpm#D6Zw2T&HPQ*9tLe1^ksaq z2JIl`aqcGlUA#ztmnT)Yo<8dDGOyEh=m#>1zG??Wqn}Hl51YF5Yx7s|j}@_Km*4Qd zBFmf98KmjU&$ZWBH?Y@PA9n9HML)BRes6b>`srqj*XscK7CophGC%!a9lCG$9-g1e z_U$2WPF@V{ntlQ5nvAO+A-}$05f=~X+v5Et(Dpk0RCT3qn_0o96ZWFrq#OWMt|Op) z>lm4xTK{pF{pK7c3zD{YU}I9g^$Xh7}z4+G4ER>*TPGZW{N$F)2sk&*}{4)#i6VH1ympRTZJ2yvMZ*Bw%Q5W?4 zDuHg{OXOaT!`miB*q+G!>Fi+oypOs|-^_8HOuGcy9p|XmT>xcvY8}UReU5d1x0mk+ zs@k9E7dg+E{WEx-E%pbr-bkNT>u$1NJHDT|Sk4!a6N};RGmd|koXEdNj6I3|K8o)X za@9uO?*ium*kT&mq;p=py~_P?WW}S%%jK%hpb(ef!*=jNP_+A&{#HQKJ<0AyQ-klT)$=taXekEy97UWd-sx(`@)(2v!Hb{{ajV)1+6s4&HddMLx0xU z-QMf)?MS^5H1${0$D7d4Wks$l_sxT!mwOHELa^ShlM7Lg`4@idhH{;`9Y{ZymF6I> zlXHLtpkw=_9%(^JZO}`J(-v zK4a&G&pSc-D865~1okuAd7WR}4xf`b58cd;gBB}>^Y1)vx7FW|7zyluH+tQwf;EhQqQyfl|Mk8 zn_5-51nm0co$GT z)dtjgUkBwY4MEW+8uW?PKvlgG_0ktX-75+-mr8)HDSh3{X1;EVW@G&JBlw%ie+N_> z{wAN~IJ++y0zEVTNqA*eUi15N%qjGy87ySW&Ae(LjVPp7~82i(WT zy<33S_s-3Bl?@baLVdo;KlIn@tkaux&ZifLSg$vi!+N<~pm9 z_g(sW?pU^GrJw5yod51piy=>ULu29R?$$l{u^*8E+8sMVS&@0VNtp#L+Hl`jxvD?= zHEB&Yj0W9&u3z(u9;Z&_zU}%P=f$b6tLW21S#P&7thc+8eGs=-UI)!A?gyuG=7aW8 zH|gIcxIQgXe}Gm~I1kR1G|;kBZ_qF1`n1gR%uSy>h?`lL;ma;z4=I;}K58mxOJuG~ zYYrWmrw+>O)j=Iy6pT!%1?>(#@6{RllB%%?&tv(@Tt1hF%>exYKL6cN`k-+Mh}&I5 zKr@s1ozC|*w93_z?M2^Ydq4WL^6lAPE%_FA4k|<;g~9cYAArqFqH$<%;5U9gBiGZywO3WM#b4J^Efe$J1@YbJRbD zJpCt*r$^Q)A#Un#CNHf7^|>#|O<{iA)6=2-J?81=(tFVAx8aPJ>d*e?S${Wwbz=Kk z?l+^VG=r9v8j;yphqq1W?`ld_#NI`c)V~IQ72*tiHsJ`UbN>j+&Rao0A`Mj4 zR)OZyGSJQE_`Iqz2U@iI2=vY02kjN+^?o1M(}@Zl*}jPRypO6xojDF)i}|}a^c{Wt zF88nV%_l(X=sskxW(2gJ+JUxMGtfsdub0_tv%MVa_;yDH>UQNoRfYS`XYOaG*1dqZlYB3* zG3+1NPoCGUV0}QJrB9oBd~a~61$bR7#{AI1Ul9j8C9av|H7 zO$Obq!Jw+q8nlBeQcvYRcCzB<^zo8)$=KTT^F4z3dd7M9uwTr1?t0oLXqlDgvgpkp zL+gA)$-M2^p1lren{Xd@)0gL>ibH<~Kj!{2X4@wE_F(S!DjssZnkYYjKHmQgQ03q{ zHIAy`tgdbCvxG&2(t==++ zdU5c993MivcgKOU61AQ&5n5Ep%=5ZI+v3zt#zFfpNZW+|Ym4)JK-Cz8c71L*`z4M9 zO~Lm-d!6qSa^e`qzoSo^i|nU<<9mj0naKW)`S-b!{JTY4`nP|u4DG%J^J&$Ub#Qs& zAmV!SFKll`ZHqDQbwl^@zPt8-ZsCvYe=acJUS3x=TsJuQYq68;znea;He7@@{r_P+ z{voe>BPV=Y=Pd}@#?OK7$7ey4|7q$y!RP;?zdOnM$u-AtANzOs`09yl z6kpFmTyL4c_5&k$T?xJ)xdp6$h(~SNuXeN0zaALbR~r;<%7b>uv!F{T2*;gY@9&QSS%)_l6QLvLpnz^zU(ht*{5jRNJ+wH~7W7M)zl#;Ep;e7mtvVBG=GOT}BPZWYy)mf+4dFk_d6Z3e#=n?(5$SqKIz67csr>RfS z=Vj8*(B=~TUgz5mtv9oNuQ#q`dm)a``w`Qi#UZYzi`3)TKkRcS$FpAV6T`f_TTiq9 zvWxI%z0P^<`fc&P7-^0(o;rtaTleb(b$N!HVi3*+;pmeQZYI(j#M9Q*fq zhn&?M)XC*RxsvPE{k}c$Z+~DGXl8NW8M!K&KAx5H+#~PB@MY8IH0bW^2KBUcjMtqH zsnqA$`_8!#rB`7|MR-sNKSNXxorJVhWGq^{>;f?I#~lKg;(7_4^cP z-;%!U7EFbfl_oJhiv2Rj|8??Y#KrOy&=w1S_e18Xa{M;Lbxr!P`-k6y-F1fdTjW7g zh?E^pL#t}1K(XvNsNW{V!xL<;{wq0&{r%|Q*{^5t?~7NcH{E2vC;kiCxxt?c=7nF& zlSM(hvlOUumZXm_$VU#(3Yzp=xZdwSAMV4y!_@s5TA$^6io3av?G3*I)!KQW%=QuJ z7K{N!d;UJcFi)3RyCAMNz6q+SjY0o>9qOEwshgK2M;2%Nx4fX4nGKX3@4@$ML+0sn z%~@zQ=>#aV@1rk1mJa%*8$sRs8^)I{W_;9V)MI9XE|&A;%=QnUWj5yP@&o$1IzwN# zpY`H(<+_n!-kclW7TOklgYmH;e-Hc7s2Ut^cMCY)uH(w1pUEEu>Nw7$a|uPD)#Uu3 z+snGV-tsuKZ%%)=S8vhxda*8_xv#7*dkS&6iuHJ1XE*inZJ@ie9yHsRf$GUcpl|gF zC_7CflO}@pD)V;H<~?ZT6F@g?5NO`%1^Sj8cQ=30*WK&P+hs-ix}Db&{bUFFyIa^4 z+752W>-TdXT6rqu?=_gei`He??|MmI-?12&S*I88=jHWZJVA!>csrPRyzInzcXG{j z`tg=?^xZbB+nc^zN9W`L#AVj+L6x?S{qv><9p>MqFn^bo1~Oiw6PcqSXm=F=We2W{ z6YY+}ul>@kpxgTi{XEMc`gq)%pgh6#>|z<`&$&CS$D28K;gj;jWzfcOUAxM~^WIFM zU5LB+-?CrD)zl@wBAa~%+PTSWA3qsXHO7FZf5_`s4TW~i==-Wlf9ixmppG66`j+p5 zCWUb|h3^5r74!A~)!VakTwUqI@Lx5RzOAD-LA%|oqpKWqpnc+pNUw4xE zy1pV8x+M&~6Xsy$ewWIx??<{ia@qKf65#K(TCn&@<@UdE-ITw;gpf&p{RC zUVv6zpJaRb-}GxqKbI?)LfeL8Kz)w&cGs*Wv~jgT)kA^)!2carxAQnZPL${TIB{$p zeA>;QPs(w@zk7i;hIM$krYhT?J%{J5d!0UI2mJyq#{EQ&-38j1O`x8>it*OVse95N zOkw)I%%HEE@94AcwIuYD6PPFapT|PmCXDO6%;)9Fkk^l;Z>t(J_&G1JE+E>_f6Q!B zP5KP&{vh8gWF@{w$noqiPc7i*c31+MS^T@*-XD0~sQsY*p8o5G{mJ;^>x_SP4b*k6 zf@;!Vpy|tgcHVhtU*-ZR1hvl1b~%B*?e_3K;?NEBldJE7dWL`>%j{3km$%Z#oh(AX z-YY?UK8pQL($96?ke|PnjqTsw!Tr>Fey+|P-Y2Ra;OCv(0UEcF{nEZBbFuEOG~ai8 ziwTJP#Unv|egJ42v#z55=)mi`HwWdZ`kvLS! zu6yQX{|!0FZdpLvn00wO;2QkQq+bGMrQbmJ+F|}myuHdiUQKGjctQHQ`mGtX z`-l0vs8AnTv}OJ-9;?pwVU<9Ck3O$^mSMm4&w@54`24N>&?+sA$IlA+{M$L$uXq+- zcZBor^k(MudL#3CvyJt8Rpl4>vM)Lg%f^6TDoxF30zPjxSsHUC) zBmdumF7_znXXyJbKIHdfzCqj{Si*io=Yu+${GcDrd2_NN*T0JuVf|Stu18ZjKca6(aUHtq+K)cHstMzF>w==)%jDRnK|7H9 z!n-};Jh-W0{@cXW^zkIlZ+E-r(8tTY3YvP)lj-@%KCHisLp-NNtoR+iY%X!WoI1UX zetnknc420AKV9hY2L>Ue2o5En?5X-b3EKM$d9-ySqxNZ^l@9_ z1!yrQ@O|d#=3)W%`<>(KqC7uGw7!DRvrSk}$gI1#pMFH#J-3zZ16J|xI>7HsX5;&i zA2k(m^B41UcboMSJ-sjDGR%9I<6HASbDMx}SY2M1IZv+B3yd!;PTIVnI2y*&UuK>z zUiurpmYJuEW6aalZ_LwWe`9aT@rYozJnRx@(ySRGJp5YyRyAcJH~gm1pWS|pjy{}dIZPYbndlV(C;C9*wo|xHIZ?CXt81wC^M4j)AJKSRig)JcZ73a7e-Uhs|=dUFMy&#SuF6lHbCR=d`O_ zQxMl%cz&zO$@5xe_JWAJ_z&RQx>gI&mf-oRqCy$^d0p=7F2s}6m;MVswnaD(-Y0IS zPs@d%IQ9Xk(&9lM#rf}%^E9AkQfap9|I)uFay(sc=DzNJDf4tYco5q4X3mRq3C~hT zbNoEA4gmh^mxg)neRo3J9bAttGgdPkHJLp3DBgZ+uSQ zJ_YIvVO%(Y^=ff+GvapVGEgSbH}v#{(Ei{8P`pIH_V-B_8~Wu5KE0ar$5k4A+5en| z>-2QqU-#a``yF6hO{zyrjWny;roF4o$m|&^H5h9bPoSc)$IiT{WpFlZ}R(4zw`TX@ACIC zv-!KotbDKf-}x;|M&UZSW(coe&>J)}JA$@J3${;a2>KB<*`8j3@m0*z?Yx3)|2!w# zzhj=RqnW46FfR;>+q@vecgWg zG1_(B$)LMIe>bznLi@7J-%bBv>^FS?`!(ys_7=?B)khtmMhLU)#P`B z9?X7C`%zD0y*_ha8_}*M;=<6^#jzOnf4326X3^heHs5}A8PZuan(RInRR>r z#!JvTnss}>q!jzLD+&6~i?IDH>-IWNPPV`QI4HBSUhh)>fG?X_`$2o1^XXkI=h3^} z264HD^W;rRbN26B9aK|_fxhKq>^J@|`t7CP=*PFhI=CrIply-apgJ=i^!GVmUQQfJ z-HQ3V-O&-+q;q|o&dvFDk@=>)K9>ZY)`@yUl(F{Rqx~w+;70t98dgdp-F1kt@)8<5~8< z`#p8OpFnjc0d#vCfwst>@NF@67pS_j4zH?kKUlSn`JS6kAG14|_vvYm@cdOZ9)#yJ z^G>}vUy->A>V@X z8^`-p*h#&5H>jhTcSiQtgf_3TULeZx^X-5G?3X(O^h^E(ZA0eM@&o#@`miv3Q%zxB zEClDBDNUc1NgT&E1=!D*=J(~xl4fSmQJlXfE3?0Rxj63Y?~(2~*2~RI`m#!69bIo^ z{_Xa>jQ+A?CD5oUpg#W+@AH6uZwm8%x;Ebr;qx`DP>8**n;(2snT+*gJCyd2xF zl>jr(ZShgrp-swt`r6%VpnN>|dhXNELL38i@BN@H{sZH!w}Z0d2GF;puj_A@F#hWT z_WSx1wvU<#x~9pDA7=iZIX~XbH;9{ABgt(;K-Ik;D7!Fkcf*;tN9Ic-F50#R{m2%e zDG*EjpdsjFUGll=L9;$@ca()Tg`Nfde&+4wRp#xYZC1oZ`3LYNll~8VD=yUIU;Yi+ z?L7jDEc-##J@|X#chIuaw`A50pl!4o^kr6pI&KMQ`lV8zod-t7UqC-%D%$oM$p7oK8#CG&Q*F4W~O9D~pL=0DJfZ*e}Ic(@W;M=uA}I{Loe zn9BHO=JzK3eQ0y}ozSlpD6__}-`Q6|d-WyI?G5AgyPt+Ob6C$8W3IxdRZh;wi|l7g zor~k|dJE^%>Ez0Y`{tYv=OoXSaYN(b*D@>fa5ujKw7XN7jORWucJA-+VPEPXXk&f= zMR}fwZVK@{mdLzjwijtm&Z`QlDy2YEpXaiOHdEotrhg)NiN3CSw1(Ebnu6{Y{oT~7 z4DCmAoL%?g`KrDw=fV5?E8y3zpGB=s)2SF{oEG2N1x7n3XF_Pf+|;7zqacG zw)f(E_sISM&~_euU92d}>t=D@yW5?U*Vo{A=)Toe`f^VCb!2@$wB8c-hwU2jddG8I zBJ1_ho_WryI5eF7;~IkQR+tx`k->aCn(Nio>6y?bg}!3u&~N1G;78dwPHVO?PgPY( z-zv=4dW*hqzGGf$o7};3+QrjH+%v3ei#Dut`+ZyZd@n{nu|-4ucQCcm^lg=k{na}9 zwH?fHZc(1TWcnY&ebffh%x2s_pcdvgwCm)HU}oMbJ3QodHTdrk$AZ6Ztq8xgyI!Gx z_GVrjId>4+q%c4Bi_1a_QwDUF{u-&9LEBx=gMI}4S*_)D@|*JEI{LL3L%+5=>DQ`T zHC}hO7Vq;Z=^s>uHuczFuHk+CUA|{zzE|knPq5!?zIU0e%+t+x=kf0~Gg&{;wZivk zIG(Q0@_oxmzF$T57es#-&U3`pfinmFo=R?jQQPXnTPDR@2wrUPs>>OJCO)zJXR% zz6$(;{ZCrZT%5=F@3YCS+@HoZHL{0S6a?Iho)&x>;OdH3!*#BJkm*uNU<^|r(p(DLL0(2rss z?-Qp}AEdv_)#IRr;e0z&Zv?cxGK8GVJl^hP9`6^iUN4SzLVIMN6<+_uN3Q^djW(ZeeA%f5>{hZNz%L{Vde$vld3X-om`y4iMCvFVc_4GhY|w zI6q!Te}cF##rurNTo9W}H^RvC(1^V`^Z|Td;KL;b{L6Z4~f^K&lDB5%jYzg`iT-WAD zGhf%axnA9*a6H{5FhBRrS#Ot}JHp3hR<298JBmQ-Xzm*)JNyA3c9QGT^)&7?qqoea ze-}vv#R~2-Bie8uSe1kR9$D|h_Hy)hA(+1l@rZtWfqA%#<$iK1jqBTV?r+hqa()fk z>lTz599K7eIo>YH*F#(!d5--j-JpM`bKSZezlQnx?{(-WpVMFDTl6>4n*JnO)3@vZ z`o1_u|I*PM&$WZ-|2mp=W@oS9xot}@FV0-|rK9&Te&uJ-{~X4#uTkr_={H6lWWPrA z=gj$Ps@hq^O+os!y~c3>@rcwtnRh$;5Bn7kb%ikBOrGTXiJZXvSe~ekf44s05LDG0 zlignh-R+v>Po#gIJ}Y0Ti@1%c2Z}bN+e;e9c9YKU)$Qf|{D=nVujA^2GJ7LXO(EUx z7~bzCYFmWY+wbZ3Vj1&v^A5jv7tilqu4JBW3Ws|Cl)L!%>*&8g*^%QUD(6vXJAmU4 z>hyMKKZ^AbwRQz{)aRh;K9l@#ESNd(T}_FDjyw+-ANwYldCsnjtp~01RcHId^3-pK z`unFv*#CAO@c&VD=5an(@B2U5LSxBJgJZ1;A=$&Rj0p+Zhji>~LbecxvBYFcvU4oM zCnRKFk9`e=B-^oPC)rZ^y&uvuC{0kpI1&-+63cQI@t z2)xNcsKDuB5DIwvT;ivrz%ROFoJ@TJIk)S%sco4k7sG*vG$pXv;C_Ft)2vyL}a z4?_EfyO^)KmHCAAj2{jC`aR2-pF)4vU(?@>`xbF~cXD_x5!92%aQsvQ`X%&t{qASb zZons?oz)GLsXCKC(C3wJ&2a~tk_8%&^Xh;$mjY$0@}Qo`{c?Ut@bz@15jRQ?dHf1tklHS=Rxud6cMsn@YD@8+>y zw>5eHt7^mbcK-Rl@MXE0{dSqad3GDke!Fp#L%uf|&ZAWqLS6nSCE{vqxCbuB>+o+~ zF%u|a!uC_>a_AXM=9ec+fr=!uaKupi27|b;c<2`Yrl$(jn0HT0`!h z0h(%KKykc3l-GrWIIS6o7$K0X=LnTLXEe5ltebG@9-{2}w#tB_ZDZ;RQ<^W@Al zo7K1@KrVZ#9)&SMIyrAvLb?|Q9@9=S($ARwQ z2k;SlpVSlTKpRCr(H(-Hq@b@UT{(=WmS^bm{#lrJKFa>DA4Fd_x32K_bq~+q<9*KZ z_juUXrQfCRiKZe{TKI^lck`P+z_+pN>=tS~RIHap_J z0sr2zG}rUVc>a5-^!)x2&H3-_kFuX(dK~1xXD9YW?DSBt*WtW}ow1tvi8J``9QON* z#-C8fw*!;!V~gx-VmwtGZ&qFVok>ORquuMXxeGfxfOM{tMsoL!N*( z&s|WKyhcBpcaA#sN#kJcQw9#cs`EtRjl75 z`=OzA=MtcbD$0Cm&bOOeS)fG>_rckFDL8H%`|`R|sNYN9r?1_*Nk1!j8MJZd81Mc& zS^Wg4qJ9GP<$a)Rxsxopg?yQHysy8UdKLThqKSp}g=d11dkaE-B53|#9Ur;33tGIy zI^OQ-53Sbr0d3D-px#WMcXL?J>-HaqaV$~bLhuscrKkRIRM)9pud}J?9013^mj45 zD)Qpw+k7q|AIE1)59-SFbDi14pKY(hWb8UnuC!!}v7i{<7c@C|PMsLW^>vYZK@pGa zlLT!ZuAdVr9>9-X9qxY@#r8q#Ob*U-RwV?Tn{lVib1Um296{$qVU%?BUne7a2C7Ji^N zccPD+Zcm-55hxlr0R0E_Ddk&G*MFZ}On;2*lZQ69SO?n~|Kj(w=^lLe-Mi4PF8$f{ zy8$gu(f7rOdm+#I+U;lG*wv$dtEd!szk8HihjKlbo|KXCxnZ7qPUsudW}jP)4c{HD zSszEv!Nqu)ntxyMJ?WmbL)`Xm#rz8Tyow6GTZdYTUkiVa-`PL0vy0++`B60A(~kSn z{pV?*#nR{a_muHm-=Na*`$&ukzCMt??j-vpF8^MPSC{DTZUE;;O!g$iO}7O8_j%lp z;}W}px`PH~>E?`&`+&R@`tN1lWxixt&=;hytHeUkZZ7-qW_t$e&(ebSwKSkyB|z~X z{aw9so4&S`^X&fEZ_sAjar)c%BcQH$0Q7}-gR&&o(?#Y@p~Z+FLA9R#E}AZZc7L%y z@A|NQH&edhxN(!n^6bx>oAh~go<8pm4@KT6`nxa4d3aHReR{LC9iP8Me|P!WpSLwx zzl)}|k@t()mzQs|Zr2;%MBMHx$oF?+UtU*aU*1X9?_xOD%d7PQv)&{I^z>r$BR>Eq5UG(@utcz%)fgGRBh<*O0!SzkI>(B7S6+qVc&6lrTL)gG8?qB zrh)z#`}C&9IB5CSNYEV`2C7#EgSrEKUcAYEy?8-?S08sm-an_m`=8jaR~K2wt1_(P zeG=E-Mb7c!`}1<1Ju=_S_jjVNi)Nf>_k~!mi>3d;Z(Tn6y6M6FZZduwF`9yHUf2(+2<3TS6Mpbxh>1KM1?AI(NDqmG^ex_U!F(X1omaSa&nTL#pXb21`ODo4GA^X5XlfDemiJQvnv+d=)}J5ZJ9dN@;! z=e(;n^mTo?9`b%5eLb?T5ZcD^Tv)y70sVRTWzfda=S_9e7d(Wx&cgNZYRwF2wWc5A z6Pxq7-QgUX%-N{(Jf>gwXPxd2?}WCwzN1f{o(%edTnA^eu|Bu6RCtc{xnDv*S5bek zKEHPiRG$7Kf9L}rh^)`2A2jU>>MQhjUnKBo@GnPS^Fvrq+D|$E>>kl)Mbi{~ z?_K(f-az^zq}@fDuAJX?bN=J+^(SFoxNE3Ci_ovsk2&!^cbN65-OY7ux3p*|H_*hkOp|E2M1M7h0|B1-kt7S-CR!d;$8lUmWxS=KW$m=MD|PbFw9= zq6R_R+QUG-B>^;9M}lJ62*eGb_Tl|g`nuWq8pi2NIrx0b zY@n&e`dtj8&#T0L=x@F5fMVG-`qz7&@w@EH>rJfR{UZ9iolbw3Y4%{8O6x$sfc|b{ z>F=)33dH5P?>KH8>vu6?4z$b5I$m82b$nQ7XM54-b;mInCmMeN>MZnkd-qdldAbXk zlJ&dZ*ot~3{ash$yu0bfb#?xOcagU@6+c^jnmYB9R-Eh52|tWchi-9dXse{$K?z9)-q__ zF$wfX*r%5(rt|rBQ^NSK$a!NJ*PM^HGeR97%YMD-L4Vg9yK`JrXVA`W1M11m$Vv@C zvn|x^Gg-H*arAR>vKaCrhJAQ9pM7|FIvwJ6H}|!>de`8;stxOPIcg=eU&8(CG8Ol) z`)AzeCQ39xUT5a~x{QAVS~ST7nr>meT;+@KU;mu@-IDKxG1X=>{%j=uc^mudrdv~J z_k{PfyL_)RpM&e)+@t64V>h4c+9UU^LCe(}$y7-}e+jCxU8v8*lBc=8-R|YRX|iBn1s2TeEbM-$5zGu~-3sK#?WyFAx{>cucF&xLgl&%&2wnho^l zp5M~9i%z1B<@z|Cr38P+Vxou z%7jp_Z|h0_o>doA>Dhm`dD24b>s$w~GjiR#eGvAmb(ud7u2u zC!}Ql8U0+1KLkIQzYoUmeS4pjsrp0v&*^XWQ`VKP&L@cLS3`Ujea+TnJ*%%P=EMFf zzlc67N3ve`g){Ky+$EFaqC}Y2j?aX=OrS6Mf9O-<*CL4f`t)m8m(-Q$XZ|Vu+hncC z_usD$y8P@Pxc>2cen@Z7-mS zW#4i9@Ts7kJsOm$2Z8RdSROv!ezmmebdD#&@W{dkeJTo_gP) z0JL9}4^-n=zl&k?bu%qJ^F?0*P0q*gE7j&cnSt}}cGeYW*@FFf^X(~UcbN0<`pQ9Q zb8{~!Mg)I<&OW`3ThHdf3Hr_$2j z%^#tD|2)jYKk0#S$@A}eQaqn;8T#{USih_CwfMe{tl#y7GSF%~`|~oM{dxO9@_of~ zgXRzR>D7AH@k-O@#S8Z9MKk)m-tri}<{RDzb^9BjY~?|hpM84O_Bh84KFs{8gP^^` zb$2?`7LGsoBdE$PC)d&6ZS*{7nQ|6r{+P;qdG_hWa`x$ceb(`6%~0fBzX5!%6#d=a z=|Y{lEvP53Zr7XX>+*-%h)3=Z0$l<6xvBal^^^R3u5xBjt$7Lb3qzfrgXhfJxYh7w znTG4&{gDy$>zFQJq`w0C`rO}Uva!$Z=A}a1RJ#oy7R`>+kE?AatML98KjHH^BLCXay9pp+r0*H(Tx3e|GXK; zB~${{*u3P$)S!KEh5kJL04SFK2)aHzU&hAvWBgPL&~#(J-R3IJadR>;AM+T#YwuhD z-F%)Or!H)P))QBdnHO+eTq5X`I)Q3ked;0H&*mPMXS{ql(B!BD>J6np86VD%eQ_23 z?CWm_Ma*o_bYq>a#wMTtUJ`K|%XM;Q$^-iIL+)oY)#&H0KkIXqwiohdXJb$_DGw^0 z2b3%Sfq#o(=jr3;wt;2`>qXt!;P<~QNk3B;=znrF>vnO1ekO*~_l;v*jc-TaSkC!h zwLbW1U-pOXC*|ljb6CHtbR{@`cyZ8%zPP>rCiSk;9R#=2G|e$4mWW8EtgSSP#3-y*IvPUCZZz6SmCuQVL0_2t4lZ* z;PSFg*O|BuUVXe0zNxRwqJLJI0IG5cjK4bo^n-ekM>~S{Uh5G5kUH1iE2@18Q{xcjUhDSPs{jGaO8=0~9UrU~

$RC+PnU!Kc6gLSz4`xInZ{B2M_o6fwM z^Xaw<>u}L|DBA4;*5P6`>u))kb+$Z3U+bSk-CL2q)|tV>bLeZ;yA$5y4$!Om3;I_+ zMcS`OUy~GRMf2J8t{qPAn)39nX_?C3Ya#t>UkKcrf_D7~sY<*!|3L1Z&$JKMkA$UJBTsGBTg`|@dQufTbCxrsja->^P6 zJ6fV&)OiY&J*qNC(dW7h*Uv?lQ}C*MXD?`)vo6;^ucUW-&Id)>JD`1hB)Kr$`2aOIb#il=9#_5TarIvC_)ym6;@&>` z@w*-5_n(0-Wg{rNa^2kQ_$RVy5$4&?gn9O%oM(4!CZb@Y_9_9vSmSg<I!!tnBavCVsyd5|RbW0|H{?ItkCJ!T%UIo=m-WMZtU*@Ae$agWBPdxB>HtTV@{v-Oh<#bSIXMn2I2++wv zpgh%$oZ1#Naa=cdOSx|D+WZH9$DRC*f6vVovh#UR_V|hYH@+ut9R_{J1LU1up!oFP zpeg?a+YfC4<>U=)AG{iLA1wuS-h8%if1mA3CNuAN3$(2a+efn=cXl|kh#JiHm->V9 zNBUbm!@Apk_;>tCj!U2b{{v{%xZ8;k~B!I03-eeL4tE692_>vJ==EwV|Z z&-JU%BFk>|KvDNea`odJcc~2dd~vqN<KGiV}I8%pz70; zESb#yb5FB>^5e`+=ySJ}^W-|4b+j%Q_I-zQ+2Y<@`YxTc$(hJDCe*)O=~Z!zb+D}z z{2E2?7Jc8uE@0g(iv>>Qd)xtfS~i%@_wIQI6rJDX&t35ba|Y|_$b2xeJVDw$uQN{_ z1L|4BK~jt}}W6o1D!3>~3E_ z`n!H2d4lK4?H=CS>c)k2@^d-#bngFvy382R?g`&R8&D0|ROI(ll;(YIeqwj{+$~8U z7xVm?D)|t7Kk*hk8@Y!bRMWU0-R}An+1Fw{F4xoJPL4*q8OZwE-R#2W;(6XoHh7A; zL^aSAMuU2rho@D~EugKm3>0azL0vkPZ1Oay;<;~KPUgJ2yLkb=)!9cuyJ!a}H?LxQ zlbN8>ud{u9U(hCVf4eTDI4-9?IiM!lBo=g|%9Dk>w_Ww&Ju@P17JYu2=hPy9H(8(0 z;JI`0COz&(1+T}2Jf zy6(S%xfJVi-G2^q{8Ui?LVt@o8O%+_gRbgGjtl$3bzj!u{t*2wPte~*^W=6R>+PcN zlDH+o+nRN>pTPRrrP9~BEd4C*)5rP)`d38JzmfkR^7lAM|LPB#BNzGCE(|{I(2V15 z(Z}k&;N?Z6`??AG_4(lGVf3{AARg_?)7NH5LypU%x9x}Yw%$f>>sj=++y4Z{i8?j- ze6MPt+fRSHarC#p6a3x(5x)1;2l<>RM&7>%kLog9FORHWBHP_uH}@S_my1b<(C%*W z+?p(&%{+$t;*492EZ*e$x%>JpWVwC>+w1V28M`+X*}f3Yt!<*u#nB2Jx3(B*uE4j# zd<&|x-2Y~)tVWLPZ)JPq$;@rI?@eyf$a)s{yNQehWPgYA>+S&O*LA;gXcu*P{!DK8 zgI>FT9gM7lk-4YYelIul|1W6NH=sMfdfb$!$MrTB+QU418~R**wt>$dr_cTGp*|ln z7wtN8I{WLeJ~x9WAo~vVxjs*yo1yf%YD}M-Ih`@i-AV;z_m*Jf-+_GoN&4J|%!o@*KH{OF|a4>wGWGA`qQ+aPj#8m?9V2}v5@@K^s#nzXsphnD0O{ z|1;*wAA@c&*T>~X&Z|fEouXZC?g$Feg5#69zs)3aUfopugMMzt^JntJ7sx`)1?6U* zCl_g*IWDIGXcA+>xChA2m*815hx6(>(;h!qX&HZoY zv3BUUS3+GrswuM0?q^rMLS0^!-&N5~{)4~g{%)wt5VYTm{+~%iQ2Y(5M-pYVjtJiVjlOoHCC2G(RYCVsWiayHYEV5?k$L!|pol9A`dXzx z_hOh&k76Be7yS-znhTs)x4SPRyV1XZy5C7M=YQE=Z4dLgFF^msCeV}*b-89;E;qf0 zcJTo3nelH7Ms_LPIR4jGpep$cXs^`-b`{sBL%2?E<_Tn3zW`pd3on48Ha#vk)8jIi z9@lwabKGmYLH8p4ZLe)ZR%dcR^FN$tSJSeXf2Ge&3$CB51dDb%az3AXm*>>%$SKIa z!#_Y>hU@35=P-_&L7(d;^tpPt6UQHE1B%rObcONElj6vA)j|C;_qDrG+}Ex%xerdo z^PHNTat1!OF}vw!u^#ko|KE9bTZ#MH#k!6h7sY*Ws!t7Mce4a2Cts!4`sIQmDy(Ox z(&v%y5un|r(%X^wS!7#@p0!s)-Fv({+hclw`dnZ$&F3ZOwQVw~L%YuAIJ>Ab#`(kT z$U~g>j+|>pHUnP*Ww#EXlU+b@uVd)vbE;HI7#Hg8rL4Dg_S1YWC63Q^uE~7!QP8g_ z1)6z<@Uzb2y>E6w(f+p_`g;!N*^BOrF++Lpn~1A{ez`dcjC^66p5B-pJe~=f7TrK` zED4PK`;~dpAMmqV%=_IU=X970JJ8?jT7hzNxZmwA>vMPW5`CP15Y*-9b5Ywep9|~c zB}XF5u3=t%b1U|rZvgtXkCBH8>EX0fVB}sBP-U?m*R$wxo1cbupU(SQWjA`0w@dVlKRElXlU^19|V8+0J{}eR>AHJcZv|(f!(S`~rGhhx%JLDTQ_?@50Zn;0irm ehIP2i-5J`Kfnp8Muc@9xkbV0X$r{(*QU3?e5rWJB literal 0 HcmV?d00001 diff --git a/avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.dbf b/avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.dbf new file mode 100644 index 0000000000000000000000000000000000000000..dba2471c706059efe1d390b3e49942f95066b953 GIT binary patch literal 77 mcmZRs;TB?KU|?`$;0BVIATtFn<_BVN!MP9yuL2wxN&x_T$OESU literal 0 HcmV?d00001 diff --git a/avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.shp b/avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.shp new file mode 100644 index 0000000000000000000000000000000000000000..a3bff50fdb4f43dd5618c2ca2587dcda7dc005d1 GIT binary patch literal 128 zcmZQzQ0HR64jf)EGcYg$<)Rf@mp$tH;Gp{PFqfFKkmEG_`Af8xe{iVcn(|J`MaU7m Ob`(*NFpR|sRIF+T9@`SXA*(-RHtuVwtO?fUYI*d Vx7$}t0-BYzOvIjVCc Date: Fri, 25 Apr 2025 11:34:47 +0200 Subject: [PATCH 07/23] feat(com6RockAvalanche): implement shapefile input for scarp - Implement shapefile input for feature coordinates and perimeter. - Remove raster input options for coordinates and perimeter. - Adapt `scarp.py` to use new input method and updated config. - Adjust `runCom6Scarp.py` to use refactored `scarp.py` functions. - Remove obsolete output paths from config file. --- avaframe/com6RockAvalanche/scarp.py | 291 ++++++++++++------------ avaframe/com6RockAvalanche/scarpCfg.ini | 26 +-- avaframe/in1Data/getInput.py | 5 +- avaframe/runCom6Scarp.py | 6 +- 4 files changed, 153 insertions(+), 175 deletions(-) diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index f088e899a..4c3075866 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -1,171 +1,199 @@ import rasterio import numpy as np import math -import configparser import logging -from avaframe.in2Trans.shpConversion import SHP2Array +import pathlib from rasterio.features import rasterize from shapely.geometry import shape, mapping + +from avaframe.in2Trans.shpConversion import SHP2Array +from avaframe.in1Data import getInput as gI +from avaframe.in3Utils import fileHandlerUtils as fU +import avaframe.in2Trans.rasterUtils as IOf + + # Configure logging logging.basicConfig(level=logging.DEBUG) log = logging.getLogger(__name__) -def runScarpAnalysis(configFile): - # TODO: rename this to scarpMain or similar - """Run the scarp analysis using parameters from an .ini configuration file. + +def scarpAnalysisMain(cfg, baseDir): + """Run the scarp analysis using parameters from an .ini cfguration file and input from a directory Parameters ---------- - configFile : str - Path to the configuration file in .ini format. + cfg : cfgparser + with all required fields in scarpCfg.ini + baseDir: str + path to directory of data to analyze Returns ------- None """ - config = configparser.ConfigParser() - config.read(configFile) - # Read input parameters from the configuration file - elevation = config['INPUT']['elevation'] - perimeterInput = config['INPUT']['perimeter'] - shapefilePath = config['INPUT'].get('shapefile', '').strip() - perimeterShapefilePath = config['INPUT'].get('perimeter_shapefile', '').strip() - features = config['INPUT'].get('features', '') + # Get input from baseDir and check if all files exist + if cfg["INPUT"].getboolean("useShapefiles"): - # TODO: outputs should go to Outputs/com6RockAvalanche, so these configs should be removed - elevScarp = config['OUTPUT']['elevscarp'] - hRelease = config['OUTPUT']['hrelease'] + # Set directories for inputs, outputs and current work + inputDir = pathlib.Path(baseDir, "Inputs") - method = config['SETTINGS']['method'].lower() + # get the path to the perimeter shapefile + perimeterShapefilePath, periFile = gI.getAndCheckInputFiles( + inputDir, "POLYGONS", "scarp perimeter", fileExt="shp", fileSuffix="_perimeter" + ) + if periFile: + log.info("Perimeterfile is: %s" % perimeterShapefilePath) + else: + log.error("Perimeter shapefile not found in %s", inputDir) + + # get the path to the coordinates shapefile + coordinatesShapefilePath, coordFile = gI.getAndCheckInputFiles( + inputDir, "POINTS", "scarp coordinates", fileExt="shp", fileSuffix="_coordinates" + ) + if coordFile: + log.info("Coordinate shapefile is: %s" % coordinatesShapefilePath) + else: + log.error("Coordinate shapefile not found in %s", inputDir) + + else: + log.error( + "Shapefile option not selected. Please set 'useShapefiles' to True in the configuration file. A " + "raster version is currently not implemented." + ) # Initialize feature parameters planeFeatures = [] ellipsoidFeatures = [] - with rasterio.open(elevation) as elevSrc: - elevData = elevSrc.read(1) - elevTransform = elevSrc.transform - elevCRS = elevSrc.crs - n, m = elevData.shape - - periData = readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, (n, m), elevCRS) - - if shapefilePath: - SHPdata = SHP2Array(shapefilePath) - log.debug("Feature shapefile data loaded: %s", SHPdata) - - if method == 'plane': - planesZseed = list(map(float, config['SETTINGS']['planes_zseed'].split(','))) - planesDip = list(map(float, config['SETTINGS']['planes_dip'].split(','))) - planesSlope = list(map(float, config['SETTINGS']['planes_slope'].split(','))) - - if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata['nFeatures']): - raise ValueError("Mismatch between number of shapefile features and plane parameters in the .ini file.") - - for i in range(SHPdata['nFeatures']): - xSeed = SHPdata['x'][int(SHPdata['Start'][i])] - ySeed = SHPdata['y'][int(SHPdata['Start'][i])] - zSeed = planesZseed[i] - dip = planesDip[i] - slopeAngle = planesSlope[i] - planeFeatures.extend([xSeed, ySeed, zSeed, dip, slopeAngle]) - - features = ','.join(map(str, planeFeatures)) - log.debug("Plane features extracted and combined: %s", features) - - elif method == 'ellipsoid': - ellipsoidsMaxDepth = list(map(float, config['SETTINGS']['ellipsoids_max_depth'].split(','))) - ellipsoidsSemiMajor = list(map(float, config['SETTINGS']['ellipsoids_semi_major'].split(','))) - ellipsoidsSemiMinor = list(map(float, config['SETTINGS']['ellipsoids_semi_minor'].split(','))) - - if not (len(ellipsoidsMaxDepth) == len(ellipsoidsSemiMajor) == len(ellipsoidsSemiMinor) == SHPdata['nFeatures']): - raise ValueError("Mismatch between number of shapefile features and ellipsoid parameters in the .ini file.") - - for i in range(SHPdata['nFeatures']): - xCenter = SHPdata['x'][int(SHPdata['Start'][i])] - yCenter = SHPdata['y'][int(SHPdata['Start'][i])] - maxDepth = ellipsoidsMaxDepth[i] - semiMajor = ellipsoidsSemiMajor[i] - semiMinor = ellipsoidsSemiMinor[i] - ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor]) - - features = ','.join(map(str, ellipsoidFeatures)) - log.debug("Ellipsoid features extracted and combined: %s", features) - - else: - if not features: - raise ValueError("No features provided. Please specify features in the .ini file or provide a shapefile.") - - scarpData = np.zeros_like(elevData, dtype=np.float32) - hRelData = np.zeros_like(elevData, dtype=np.float32) + # Read the DEM + dem = gI.readDEM(baseDir) + n = dem["header"]["nrows"] + m = dem["header"]["ncols"] + + periData = readPerimeterSHP(perimeterShapefilePath, dem["header"]["transform"], (n, m)) + + SHPdata = SHP2Array(coordinatesShapefilePath) + log.debug("Feature shapefile data loaded: %s", SHPdata) + + method = cfg["SETTINGS"]["method"].lower() + + if method == "plane": + planesZseed = list(map(float, cfg["SETTINGS"]["planes_zseed"].split(","))) + planesDip = list(map(float, cfg["SETTINGS"]["planes_dip"].split(","))) + planesSlope = list(map(float, cfg["SETTINGS"]["planes_slope"].split(","))) + + if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata["nFeatures"]): + raise ValueError( + "Mismatch between number of shapefile features and plane parameters in the .ini file." + ) + + for i in range(SHPdata["nFeatures"]): + xSeed = SHPdata["x"][int(SHPdata["Start"][i])] + ySeed = SHPdata["y"][int(SHPdata["Start"][i])] + zSeed = planesZseed[i] + dip = planesDip[i] + slopeAngle = planesSlope[i] + planeFeatures.extend([xSeed, ySeed, zSeed, dip, slopeAngle]) + + features = ",".join(map(str, planeFeatures)) + log.debug("Plane features extracted and combined: %s", features) + + elif method == "ellipsoid": + ellipsoidsMaxDepth = list(map(float, cfg["SETTINGS"]["ellipsoids_max_depth"].split(","))) + ellipsoidsSemiMajor = list(map(float, cfg["SETTINGS"]["ellipsoids_semi_major"].split(","))) + ellipsoidsSemiMinor = list(map(float, cfg["SETTINGS"]["ellipsoids_semi_minor"].split(","))) + + if not ( + len(ellipsoidsMaxDepth) + == len(ellipsoidsSemiMajor) + == len(ellipsoidsSemiMinor) + == SHPdata["nFeatures"] + ): + raise ValueError( + "Mismatch between number of shapefile features and ellipsoid parameters in the .ini file." + ) + + for i in range(SHPdata["nFeatures"]): + xCenter = SHPdata["x"][int(SHPdata["Start"][i])] + yCenter = SHPdata["y"][int(SHPdata["Start"][i])] + maxDepth = ellipsoidsMaxDepth[i] + semiMajor = ellipsoidsSemiMajor[i] + semiMinor = ellipsoidsSemiMinor[i] + ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor]) + + features = ",".join(map(str, ellipsoidFeatures)) + log.debug("Ellipsoid features extracted and combined: %s", features) if method == 'plane': - scarpData = calculateScarpWithPlanes(elevData, periData, elevTransform, features) + scarpData = calculateScarpWithPlanes( + dem["rasterData"], periData, dem["header"]["transform"], features + ) elif method == 'ellipsoid': - scarpData = calculateScarpWithEllipsoids(elevData, periData, elevTransform, features) + scarpData = calculateScarpWithEllipsoids( + dem["rasterData"], periData, dem["header"]["transform"], features + ) else: raise ValueError("Unsupported method. Choose 'plane' or 'ellipsoid'.") - hRelData = elevData - scarpData - saveRaster(elevScarp, scarpData, elevTransform, elevCRS) - saveRaster(hRelease, hRelData, elevTransform, elevCRS) + hRelData = dem["rasterData"] - scarpData + + # create output directory and files + outDir = pathlib.Path(baseDir) + outDir = outDir / "Outputs" / "com6RockAvalanche" / "scarp" + fU.makeADir(outDir) -def readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, elevShape, elevCRS): - """Read perimeter from raster or shapefile and return as numpy array. + # Set file names and write + elevationOut = outDir / "scarpElevation" + hRelOut = outDir / "scarpHRel" + IOf.writeResultToRaster(dem["header"], scarpData, elevationOut) + IOf.writeResultToRaster(dem["header"], hRelData, hRelOut) + + +def readPerimeterSHP(perimeterShapefilePath, elevTransform, elevShape): + """Read perimeter from shapefile and return as numpy array. Parameters ---------- - perimeterInput : str - Path to the perimeter raster file. perimeterShapefilePath : str Path to the perimeter shapefile. elevTransform : Affine transformation of the elevation raster. elevShape : tuple Shape (height, width) of the elevation raster. - elevCrs : rasterio.crs.CRS - Coordinate Reference System of the elevation raster. Returns ------- periData : np.ndarray 2D array representing the perimeter mask. """ - if perimeterShapefilePath: - log.debug("Processing perimeter shapefile: %s", perimeterShapefilePath) - SHPdata = SHP2Array(perimeterShapefilePath) - log.debug("Perimeter shapefile data loaded: %s", SHPdata) - - shapes = [] - for i in range(SHPdata['nFeatures']): - start = int(SHPdata['Start'][i]) - length = int(SHPdata['Length'][i]) - coords = [(SHPdata['x'][j], SHPdata['y'][j]) for j in range(start, start + length)] - poly = shape({'type': 'Polygon', 'coordinates': [coords]}) - shapes.append(poly) - - periData = rasterize( - [(mapping(poly), 1) for poly in shapes], - out_shape=elevShape, - transform=elevTransform, - fill=0, - all_touched=True, - dtype=np.uint8 - ) - log.debug("Perimeter shapefile rasterized.") - elif perimeterInput.lower().endswith(('.tif', '.tiff', '.asc')): - log.debug("Reading perimeter raster: %s", perimeterInput) - with rasterio.open(perimeterInput) as periSrc: - periData = periSrc.read(1) - log.debug("Perimeter raster loaded.") - else: - raise ValueError("Unsupported perimeter input format. Provide a raster (.tif, .asc) or a shapefile (.shp).") + log.debug("Processing perimeter shapefile: %s", perimeterShapefilePath) + SHPdata = SHP2Array(perimeterShapefilePath) + log.debug("Perimeter shapefile data loaded: %s", SHPdata) + + shapes = [] + for i in range(SHPdata["nFeatures"]): + start = int(SHPdata["Start"][i]) + length = int(SHPdata["Length"][i]) + coords = [(SHPdata["x"][j], SHPdata["y"][j]) for j in range(start, start + length)] + poly = shape({"type": "Polygon", "coordinates": [coords]}) + shapes.append(poly) + + periData = rasterize( + [(mapping(poly), 1) for poly in shapes], + out_shape=elevShape, + transform=elevTransform, + fill=0, + all_touched=True, + dtype=np.uint8, + ) + log.debug("Perimeter shapefile rasterized.") return periData + def calculateScarpWithPlanes(elevData, periData, elevTransform, planes): """Calculate the scarp using sliding planes. @@ -276,36 +304,3 @@ def calculateScarpWithEllipsoids(elevData, periData, elevTransform, ellipsoids): scarpData[row, col] = elevData[row, col] return scarpData - -def saveRaster(filename, data, transform, crs): - # TODO: use the functions we have in avaframe.in3Utils.rasterUtils.writeResultToRaster - """Save raster data to a specified format. - - Parameters - ---------- - output_path : str - The file path where the output raster will be saved. - data : np.ndarray - The 2D array of data to be saved. - elevTransform : Affine - The affine transformation matrix of the elevation raster. - elevCRS : rasterio.crs.CRS - The Coordinate Reference System of the elevation raster. - - Returns - ------- - None - """ - with rasterio.open( - filename, - 'w', - driver='GTiff', - height=data.shape[0], - width=data.shape[1], - count=1, - dtype=data.dtype, - crs=crs, - transform=transform, - ) as dst: - dst.write(data, 1) - log.debug("Raster saved: %s", filename) diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini index 0ef5dc1d4..b5131020b 100644 --- a/avaframe/com6RockAvalanche/scarpCfg.ini +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -1,17 +1,9 @@ [INPUT] -# Input DEM raster file path (ASCII or GeoTIFF) -elevation = -# Input perimeter raster file path (ASCII or GeoTIFF) -perimeter = - -# Path to shapefile containing feature coordinates (optional) -# If provided, the script will use this shapefile instead of the 'features' string -shapefile = - -# Path to shapefile containing perimeter features (optional) -# If provided, the script will use this shapefile instead of the 'perimeter' raster -perimeter_shapefile = +# Use shapefiles for feature coordinates and perimeter features +# They have to be saved as .shp file in Inputs/POINTS/*_coordinates.* +# and INPUT/POLYGONS/*_perimeter.* +useShapefiles = True # Features for planes or ellipsoids (comma-separated) # This is used only if 'shapefile' is not provided. @@ -25,14 +17,6 @@ perimeter_shapefile = # features = x1,y1,depth1,a1,b1,x2,y2,depth2,a2,b2 features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 -[OUTPUT] -# TODO See comment in code. i.e remove the output definition and always write to Outputs/com6Rockavalanche -# Output scarp raster file path (ASCII or GeoTIFF) -elevscarp = - -# Output release height raster file path (ASCII or GeoTIFF) -hrelease = - [SETTINGS] # Choose the method: 'plane' or 'ellipsoid' method = plane @@ -42,7 +26,7 @@ method = plane # Ensure that the number of parameters matches the number of features in the shapefile #TODO: is there anyway to set default here when using shapefiles? Or could we include this from the shapefile? As -attributes? +#attributes? # For 'plane' method: planes_zseed = 1090 diff --git a/avaframe/in1Data/getInput.py b/avaframe/in1Data/getInput.py index 710a1aa10..cd7b3611d 100644 --- a/avaframe/in1Data/getInput.py +++ b/avaframe/in1Data/getInput.py @@ -29,7 +29,7 @@ def readDEM(avaDir): - """read the ascii DEM file from a provided avalanche directory + """read the DEM (ascii or tif) file from a provided avalanche directory Parameters ---------- @@ -292,7 +292,7 @@ def getAndCheckInputFiles(inputDir, folder, inputType, fileExt="shp", fileSuffix folder : str subfolder name where the shape file should be located (SECREL, ENT or RES) inputType : str - type of input (used for the logging messages). Secondary release or Entrainment or Resistance + type of input (used for the logging messages). fileExt: str file extension e.g. shp, asc, tif - optional; default is shp fileSuffix: str @@ -340,7 +340,6 @@ def getAndCheckInputFiles(inputDir, folder, inputType, fileExt="shp", fileSuffix log.error(message) raise AssertionError(message) - return OutputFile, available diff --git a/avaframe/runCom6Scarp.py b/avaframe/runCom6Scarp.py index 4ba0254f7..92680325f 100644 --- a/avaframe/runCom6Scarp.py +++ b/avaframe/runCom6Scarp.py @@ -7,7 +7,7 @@ import argparse # Local imports -from com6RockAvalanche.scarp import runScarpAnalysis +from avaframe.com6RockAvalanche import scarp from avaframe.in3Utils import cfgUtils from avaframe.in3Utils import logUtils from avaframe.in3Utils import initializeProject as initProj @@ -47,10 +47,10 @@ def runScarpAnalysisWorkflow(inputDir=""): initProj.cleanSingleAvaDir(inputDir, deleteOutput=False) # load scarp config - scarpCfg = cfgUtils.getModuleConfig(runScarpAnalysis) + scarpCfg = cfgUtils.getModuleConfig(scarp) # Run the scarp analysis - runScarpAnalysis(str(inputDir)) + scarp.scarpAnalysisMain(scarpCfg, str(inputDir)) log.info('Scarp analysis completed successfully.') From f238002e9405958d98114c5f4c804b8c3f1d2520 Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Mon, 11 Nov 2024 09:43:24 +0100 Subject: [PATCH 08/23] Create runCom6Scarp.py Run file for com6RockAvalanche Scarp --- avaframe/runCom6Scarp.py | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 avaframe/runCom6Scarp.py diff --git a/avaframe/runCom6Scarp.py b/avaframe/runCom6Scarp.py new file mode 100644 index 000000000..60a92d39c --- /dev/null +++ b/avaframe/runCom6Scarp.py @@ -0,0 +1,10 @@ +#RunScarp.py + +#from scarp import run_scarp_analysis +from com6RockAvalanche.scarp import runScarpAnalysis + +# Specify the configuration file path +configFile = 'com6RockAvalanche/scarpCfg.ini' + +# Call the scarp analysis function +runScarpAnalysis(configFile) From f6c3e85eb8b84bb8fa9922f24d03ae185d7a953f Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Mon, 11 Nov 2024 09:47:35 +0100 Subject: [PATCH 09/23] Create scarpCfg.ini Config-File for scarp.py --- avaframe/com6RockAvalanche/scarpCfg.ini | 57 +++++++++++++++++++++++++ 1 file changed, 57 insertions(+) create mode 100644 avaframe/com6RockAvalanche/scarpCfg.ini diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini new file mode 100644 index 000000000..5b841f51c --- /dev/null +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -0,0 +1,57 @@ +[INPUT] +# Input DEM raster file path (ASCII or GeoTIFF) +elevation = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln.asc +#elevation = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln.asc + +# Input perimeter raster file path (ASCII or GeoTIFF) +perimeter = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_release.asc +#perimeter = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_release.asc + +[OUTPUT] +# Output scarp raster file path (ASCII or GeoTIFF) +elevscarp = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_scarp_output_1.asc +#elevscarp = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_scarp_output_3.asc + +# Output release height raster file path (ASCII or GeoTIFF) +hrelease = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_release_output_1.asc +#hrelease = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_release_output_3.asc + +[SETTINGS] +# Choose the method: 'plane' or 'ellipsoid' +method = ellipsoid + +# Path to shapefile containing feature coordinates (optional) +# If provided, the script will use this shapefile instead of the 'features' string +shapefile = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\coordinates.shp +#shapefile = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\coordinates.shp + +# Path to shapefile containing perimeter features (optional) +# If provided, the script will use this shapefile instead of the 'perimeter' raster +perimeter_shapefile = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\perimeter.shp +#perimeter_shapefile = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\perimeter.shp + +# Features for planes or ellipsoids (comma-separated) +# This is used only if 'shapefile' is not provided. +# +# For 'plane' method: Define multiple planes by listing xseed, yseed, zseed, dip, slope for each plane. +# Example for three planes: +# features = x1,y1,z1,dip1,slope1,x2,y2,z2,dip2,slope2,x3,y3,z3,dip3,slope3 +# +# For 'ellipsoid' method: Define multiple ellipsoids by listing x_center, y_center, max_depth, semi_major_axis, semi_minor_axis for each ellipsoid. +# Example for two ellipsoids: +# features = x1,y1,depth1,a1,b1,x2,y2,depth2,a2,b2 +features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 + +# Additional settings when using shapefile for feature coordinates +# These settings provide the other parameters required for each feature +# Ensure that the number of parameters matches the number of features in the shapefile + +# For 'plane' method: +planes_zseed = 920,850,850 +planes_dip = 0,90,270 +planes_slope = 0,50,50 + +# For 'ellipsoid' method: +ellipsoids_max_depth = 80,70,50 +ellipsoids_semi_major = 50,60,50 +ellipsoids_semi_minor = 50,40,50 From 7115f1c01819021853644d1df78b5131e7c37cbb Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Mon, 11 Nov 2024 09:48:46 +0100 Subject: [PATCH 10/23] Create scarp.py Scarp.py creates scarps, that can be used as an Input for com6RockAvalanche --- avaframe/com6RockAvalanche/scarp.py | 310 ++++++++++++++++++++++++++++ 1 file changed, 310 insertions(+) create mode 100644 avaframe/com6RockAvalanche/scarp.py diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py new file mode 100644 index 000000000..e78bd8fa4 --- /dev/null +++ b/avaframe/com6RockAvalanche/scarp.py @@ -0,0 +1,310 @@ +import rasterio +import numpy as np +import math +import configparser +import shapefile +import pathlib +import logging +from in2Trans.shpConversion import SHP2Array +from in2Trans.shpConversion import getSHPProjection +from rasterio.features import rasterize +from shapely.geometry import shape, mapping + +# Configure logging +logging.basicConfig(level=logging.DEBUG) +log = logging.getLogger(__name__) + +def runScarpAnalysis(configFile): + """Run the scarp analysis using parameters from an .ini configuration file. + + Parameters + ---------- + config_file : str + Path to the configuration file in .ini format. + + Returns + ------- + None + """ + config = configparser.ConfigParser() + config.read(configFile) + + # Read input parameters from the configuration file + elevation = config['INPUT']['elevation'] + perimeterInput = config['INPUT']['perimeter'] + elevScarp = config['OUTPUT']['elevscarp'] + hRelease = config['OUTPUT']['hrelease'] + method = config['SETTINGS']['method'].lower() + features = config['SETTINGS'].get('features', '') + shapefilePath = config['SETTINGS'].get('shapefile', '').strip() + perimeterShapefilePath = config['SETTINGS'].get('perimeter_shapefile', '').strip() + + # Initialize feature parameters + planeFeatures = [] + ellipsoidFeatures = [] + + with rasterio.open(elevation) as elevSrc: + elevData = elevSrc.read(1) + elevTransform = elevSrc.transform + elevCRS = elevSrc.crs + n, m = elevData.shape + res = elevTransform[0] + + periData = readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, (n, m), elevCRS) + + if shapefilePath: + SHPdata = SHP2Array(shapefilePath) + log.debug("Feature shapefile data loaded: %s", SHPdata) + + if method == 'plane': + planesZseed = list(map(float, config['SETTINGS']['planes_zseed'].split(','))) + planesDip = list(map(float, config['SETTINGS']['planes_dip'].split(','))) + planesSlope = list(map(float, config['SETTINGS']['planes_slope'].split(','))) + + if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata['nFeatures']): + raise ValueError("Mismatch between number of shapefile features and plane parameters in the .ini file.") + + for i in range(SHPdata['nFeatures']): + xSeed = SHPdata['x'][int(SHPdata['Start'][i])] + ySeed = SHPdata['y'][int(SHPdata['Start'][i])] + zSeed = planesZseed[i] + dip = planesDip[i] + slopeAngle = planesSlope[i] + planeFeatures.extend([xSeed, ySeed, zSeed, dip, slopeAngle]) + + features = ','.join(map(str, planeFeatures)) + log.debug("Plane features extracted and combined: %s", features) + + elif method == 'ellipsoid': + ellipsoidsMaxDepth = list(map(float, config['SETTINGS']['ellipsoids_max_depth'].split(','))) + ellipsoidsSemiMajor = list(map(float, config['SETTINGS']['ellipsoids_semi_major'].split(','))) + ellipsoidsSemiMinor = list(map(float, config['SETTINGS']['ellipsoids_semi_minor'].split(','))) + + if not (len(ellipsoidsMaxDepth) == len(ellipsoidsSemiMajor) == len(ellipsoidsSemiMinor) == SHPdata['nFeatures']): + raise ValueError("Mismatch between number of shapefile features and ellipsoid parameters in the .ini file.") + + for i in range(SHPdata['nFeatures']): + xCenter = SHPdata['x'][int(SHPdata['Start'][i])] + yCenter = SHPdata['y'][int(SHPdata['Start'][i])] + maxDepth = ellipsoidsMaxDepth[i] + semiMajor = ellipsoidsSemiMajor[i] + semiMinor = ellipsoidsSemiMinor[i] + ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor]) + + features = ','.join(map(str, ellipsoidFeatures)) + log.debug("Ellipsoid features extracted and combined: %s", features) + + else: + if not features: + raise ValueError("No features provided. Please specify features in the .ini file or provide a shapefile.") + + scarpData = np.zeros_like(elevData, dtype=np.float32) + hRelData = np.zeros_like(elevData, dtype=np.float32) + + if method == 'plane': + scarpData = calculateScarpWithPlanes(elevData, periData, elevTransform, features) + elif method == 'ellipsoid': + scarpData = calculateScarpWithEllipsoids(elevData, periData, elevTransform, features) + else: + raise ValueError("Unsupported method. Choose 'plane' or 'ellipsoid'.") + + hRelData = elevData - scarpData + saveRaster(elevScarp, scarpData, elevTransform, elevCRS) + saveRaster(hRelease, hRelData, elevTransform, elevCRS) + +def readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, elevShape, elevCRS): + """Read perimeter from raster or shapefile and return as numpy array. + + Parameters + ---------- + perimeter_input : str + Path to the perimeter raster file. + perimeter_shapefile_path : str + Path to the perimeter shapefile. + elev_transform : Affine + Affine transformation of the elevation raster. + elev_shape : tuple + Shape (height, width) of the elevation raster. + elev_crs : rasterio.crs.CRS + Coordinate Reference System of the elevation raster. + + Returns + ------- + periData : np.ndarray + 2D array representing the perimeter mask. + """ + if perimeterShapefilePath: + log.debug("Processing perimeter shapefile: %s", perimeterShapefilePath) + SHPdata = SHP2Array(perimeterShapefilePath) + log.debug("Perimeter shapefile data loaded: %s", SHPdata) + + shapes = [] + for i in range(SHPdata['nFeatures']): + start = int(SHPdata['Start'][i]) + length = int(SHPdata['Length'][i]) + coords = [(SHPdata['x'][j], SHPdata['y'][j]) for j in range(start, start + length)] + poly = shape({'type': 'Polygon', 'coordinates': [coords]}) + shapes.append(poly) + + periData = rasterize( + [(mapping(poly), 1) for poly in shapes], + out_shape=elevShape, + transform=elevTransform, + fill=0, + all_touched=True, + dtype=np.uint8 + ) + log.debug("Perimeter shapefile rasterized.") + + elif perimeterInput.lower().endswith(('.tif', '.tiff', '.asc')): + log.debug("Reading perimeter raster: %s", perimeterInput) + with rasterio.open(perimeterInput) as periSrc: + periData = periSrc.read(1) + log.debug("Perimeter raster loaded.") + else: + raise ValueError("Unsupported perimeter input format. Provide a raster (.tif, .asc) or a shapefile (.shp).") + + return periData + +def calculateScarpWithPlanes(elevData, periData, elevTransform, planes): + """Calculate the scarp using sliding planes. + + Parameters + ---------- + elevData : np.ndarray + The elevation data as a 2D array. + periData : np.ndarray + The perimeter data as a 2D array, which defines the extent of the scarp. + elevTransform : Affine + The affine transformation matrix of the raster (used to convert pixel to geographic coordinates). + planes : str + Comma-separated string defining sliding planes (xseed, yseed, zseed, dip, slope). + + Returns + ------- + np.ndarray + A 2D array with the calculated scarp values. + """ + n, m = elevData.shape + scarpData = np.zeros_like(elevData, dtype=np.float32) + + planes = list(map(float, planes.split(','))) + nPlanes = int(len(planes) / 5) + + xSeed = [planes[0]] + ySeed = [planes[1]] + zSeed = [planes[2]] + dip = [planes[3]] + slope = [planes[4]] + + betaX = [math.tan(math.radians(slope[0])) * math.cos(math.radians(dip[0]))] + betaY = [math.tan(math.radians(slope[0])) * math.sin(math.radians(dip[0]))] + + for i in range(1, nPlanes): + xSeed.append(planes[5 * i]) + ySeed.append(planes[5 * i + 1]) + zSeed.append(planes[5 * i + 2]) + dip.append(planes[5 * i + 3]) + slope.append(planes[5 * i + 4]) + betaX.append(math.tan(math.radians(slope[i])) * math.cos(math.radians(dip[i]))) + betaY.append(math.tan(math.radians(slope[i])) * math.sin(math.radians(dip[i]))) + + for row in range(n): + for col in range(m): + west, north = rasterio.transform.xy(elevTransform, row, col, offset='center') + scarpVal = zSeed[0] + (north - ySeed[0]) * betaY[0] - (west - xSeed[0]) * betaX[0] + for k in range(1, nPlanes): + scarpVal = max(scarpVal, zSeed[k] + (north - ySeed[k]) * betaY[k] - (west - xSeed[k]) * betaX[k]) + + if periData[row, col] > 0: + scarpData[row, col] = min(elevData[row, col], scarpVal) + else: + scarpData[row, col] = elevData[row, col] + + return scarpData + +def calculateScarpWithEllipsoids(elevData, periData, elevTransform, ellipsoids): + """Calculate the scarp using sliding circles (rotational ellipsoids). + + Parameters + ---------- + elevData : np.ndarray + The elevation data as a 2D array. + periData : np.ndarray + The perimeter data as a 2D array, which defines the extent of the scarp. + elevTransform : Affine + The affine transformation matrix of the raster (used to convert pixel to geographic coordinates). + ellipsoids : str + Comma-separated string defining ellipsoids (x_center, y_center, max_depth, semi_major_axis, semi_minor_axis). + + Returns + ------- + np.ndarray + A 2D array with the calculated scarp values. + """ + n, m = elevData.shape + scarpData = np.zeros_like(elevData, dtype=np.float32) + + ellipsoids = list(map(float, ellipsoids.split(','))) + nEllipsoids = int(len(ellipsoids) / 5) + + xCenter = [ellipsoids[0]] + yCenter = [ellipsoids[1]] + maxDepth = [ellipsoids[2]] + semiMajor = [ellipsoids[3]] + semiMinor = [ellipsoids[4]] + + for i in range(1, nEllipsoids): + xCenter.append(ellipsoids[5 * i]) + yCenter.append(ellipsoids[5 * i + 1]) + maxDepth.append(ellipsoids[5 * i + 2]) + semiMajor.append(ellipsoids[5 * i + 3]) + semiMinor.append(ellipsoids[5 * i + 4]) + + for row in range(n): + for col in range(m): + west, north = rasterio.transform.xy(elevTransform, row, col, offset='center') + scarpVal = elevData[row, col] + for k in range(nEllipsoids): + x2 = ((west - xCenter[k]) / semiMajor[k]) ** 2 + y2 = ((north - yCenter[k]) / semiMinor[k]) ** 2 + if x2 + y2 < 1: + scarpVal = min(scarpVal, elevData[row, col] - maxDepth[k] * (1 - (x2 + y2))) + if periData[row, col] > 0: + scarpData[row, col] = scarpVal + else: + scarpData[row, col] = elevData[row, col] + + return scarpData + +def saveRaster(filename, data, transform, crs): + """Save raster data to a specified format. + + Parameters + ---------- + output_path : str + The file path where the output raster will be saved. + data : np.ndarray + The 2D array of data to be saved. + elevTransform : Affine + The affine transformation matrix of the elevation raster. + elevCRS : rasterio.crs.CRS + The Coordinate Reference System of the elevation raster. + + Returns + ------- + None + """ + with rasterio.open( + filename, + 'w', + driver='GTiff', + height=data.shape[0], + width=data.shape[1], + count=1, + dtype=data.dtype, + crs=crs, + transform=transform, + ) as dst: + dst.write(data, 1) + log.debug("Raster saved: %s", filename) From 2544dbc1f55eab2a0ef5bce13bb0e33607be2293 Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Sun, 22 Dec 2024 10:55:27 +0100 Subject: [PATCH 11/23] com6RockAvalanche: update scarp.py, runCom6Scarp.py & scarpCfg.ini, add readme --- avaframe/com6RockAvalanche/ReadMe.txt | 34 +++++++++++++ avaframe/com6RockAvalanche/scarp.py | 10 ++-- avaframe/com6RockAvalanche/scarpCfg.ini | 42 +++++++-------- avaframe/runCom6Scarp.py | 68 ++++++++++++++++++++++--- 4 files changed, 120 insertions(+), 34 deletions(-) create mode 100644 avaframe/com6RockAvalanche/ReadMe.txt diff --git a/avaframe/com6RockAvalanche/ReadMe.txt b/avaframe/com6RockAvalanche/ReadMe.txt new file mode 100644 index 000000000..e720de481 --- /dev/null +++ b/avaframe/com6RockAvalanche/ReadMe.txt @@ -0,0 +1,34 @@ +How to use com6scarp: + +In the main configuration file avaframeCfg.ini: +-set path to the scarpCfg configuration file in the MAIN section +-e.g: configFile = com6RockAvalanche/scarpCfg.ini + +Prepare scarp configuration file: + +- Input: +o elevation: File path to the DEM (ASCII or GeoTIFF), which serves as the basis for calculating the scarp. +o perimeter: File path to the perimeter file (ASCII or GeoTIFF). This specifies the boundary area within which scarps are calculated. +o shapefile (optional): The path to a shapefile containing point geometries can be specified here. These points represent the centers of the ellipsoids or planes. If a shapefile is specified, the coordinates (x,y) of these points are used. +o perimeter_shapefile (optional): ): The path to a shapefile can be specified here, which specifies a boundary area instead of the perimeter ASCII file. +o features: A list of parameters that define the planes and ellipsoids is specified here. The list is only used if no shapefile is specified. Depending on whether the planes or ellipsoid method is used, the list must have a different form: +  Planes: features = x1,y1,z1,dip1,slope1,x2,y2,z2,dip2,... +  Ellipsoid: features = x1,y1,depth1,a1,b1,x2,y2,... +- Output: +o elevscarp: File path to the output DEM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarps +o hrelease: File path to the output DEM (ASCII or GeoTIFF), which represents the calculated scarp volumes + +- Settings: +o method: Here you specify whether the plane or the ellipsoid method should be used +o If a shapefile is specified, the following parameters must also be defined: +  For the plane method: + - Planes_zseed: z1,z2,... + - Planes_dip: dip1, dip2,... + - Planes_slope: slope1, slope2... +  For the ellipsoid method: + - ellipsoids_max_depth: max_depth1, max_depth2,... + - ellipsoids_semi_major: semi_major1, semi_major,... + - ellipsoids_semi_minor: semi_minor1, semi_minor2,... +  It is important to note that the number of parameters specified must correspond to the number of point features specified in the shapefile. The order must also be observed. For example, Planes_zseed z1 is assigned to the point with ID = 1. + +If all the data is provided successfully, start the script by running runCom6Scarp.py \ No newline at end of file diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index e78bd8fa4..bce5194ef 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -28,16 +28,18 @@ def runScarpAnalysis(configFile): """ config = configparser.ConfigParser() config.read(configFile) - + # Read input parameters from the configuration file elevation = config['INPUT']['elevation'] perimeterInput = config['INPUT']['perimeter'] + shapefilePath = config['INPUT'].get('shapefile', '').strip() + perimeterShapefilePath = config['INPUT'].get('perimeter_shapefile', '').strip() + features = config['INPUT'].get('features', '') + elevScarp = config['OUTPUT']['elevscarp'] hRelease = config['OUTPUT']['hrelease'] + method = config['SETTINGS']['method'].lower() - features = config['SETTINGS'].get('features', '') - shapefilePath = config['SETTINGS'].get('shapefile', '').strip() - perimeterShapefilePath = config['SETTINGS'].get('perimeter_shapefile', '').strip() # Initialize feature parameters planeFeatures = [] diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini index 5b841f51c..6f38f949d 100644 --- a/avaframe/com6RockAvalanche/scarpCfg.ini +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -1,34 +1,17 @@ [INPUT] # Input DEM raster file path (ASCII or GeoTIFF) -elevation = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln.asc -#elevation = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln.asc +elevation = # Input perimeter raster file path (ASCII or GeoTIFF) -perimeter = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_release.asc -#perimeter = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_release.asc - -[OUTPUT] -# Output scarp raster file path (ASCII or GeoTIFF) -elevscarp = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_scarp_output_1.asc -#elevscarp = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_scarp_output_3.asc - -# Output release height raster file path (ASCII or GeoTIFF) -hrelease = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\Molln_release_output_1.asc -#hrelease = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\Molln_release_output_3.asc - -[SETTINGS] -# Choose the method: 'plane' or 'ellipsoid' -method = ellipsoid +perimeter = # Path to shapefile containing feature coordinates (optional) # If provided, the script will use this shapefile instead of the 'features' string -shapefile = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\coordinates.shp -#shapefile = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\coordinates.shp +shapefile = # Path to shapefile containing perimeter features (optional) # If provided, the script will use this shapefile instead of the 'perimeter' raster -perimeter_shapefile = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\perimeter.shp -#perimeter_shapefile = G:\Andere Computer\Mein Computer\Masterarbeit\Project\RScarp_in_out\perimeter.shp +perimeter_shapefile = # Features for planes or ellipsoids (comma-separated) # This is used only if 'shapefile' is not provided. @@ -42,14 +25,25 @@ perimeter_shapefile = C:\Users\Domi\Dropbox\Masterarbeit\Project\RScarp_in_out\p # features = x1,y1,depth1,a1,b1,x2,y2,depth2,a2,b2 features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 +[OUTPUT] +# Output scarp raster file path (ASCII or GeoTIFF) +elevscarp = + +# Output release height raster file path (ASCII or GeoTIFF) +hrelease = + +[SETTINGS] +# Choose the method: 'plane' or 'ellipsoid' +method = plane + # Additional settings when using shapefile for feature coordinates # These settings provide the other parameters required for each feature # Ensure that the number of parameters matches the number of features in the shapefile # For 'plane' method: -planes_zseed = 920,850,850 -planes_dip = 0,90,270 -planes_slope = 0,50,50 +planes_zseed = 1090 +planes_dip = 180 +planes_slope = 70 # For 'ellipsoid' method: ellipsoids_max_depth = 80,70,50 diff --git a/avaframe/runCom6Scarp.py b/avaframe/runCom6Scarp.py index 60a92d39c..583c846ec 100644 --- a/avaframe/runCom6Scarp.py +++ b/avaframe/runCom6Scarp.py @@ -1,10 +1,66 @@ -#RunScarp.py -#from scarp import run_scarp_analysis +""" + Run script for scarp analysis + In this runscript, the path to the scarp configuartion File has to be defined in the main config file +""" + +import pathlib +import argparse + +# Local imports from com6RockAvalanche.scarp import runScarpAnalysis +from avaframe.in3Utils import cfgUtils +from avaframe.in3Utils import logUtils +from avaframe.in3Utils import initializeProject as initProj + + +def runScarpAnalysisWorkflow(configFile=''): + """Run the scarp analysis workflow. + + Parameters + ---------- + configFile : str + Path to the configuration file in .ini format. + + Returns + ------- + None + """ + + logName = 'runScarpAnalysis' + + # Load general configuration file + cfgMain = cfgUtils.getGeneralConfig() + + # Load configuration file path from general config if not provided + if configFile != '': + cfgMain['MAIN']['configFile'] = configFile + else: + configFile = cfgMain['MAIN']['configFile'] + + configFile = pathlib.Path(configFile) + + # Start logging + log = logUtils.initiateLogger(configFile.parent, logName) + log.info('MAIN SCRIPT') + log.info('Using configuration file: %s', configFile) + + # Clean input directory(ies) of old work files + initProj.cleanSingleAvaDir(configFile.parent, deleteOutput=False) + + # Run the scarp analysis + runScarpAnalysis(str(configFile)) + + log.info('Scarp analysis completed successfully.') + + return + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Run scarp analysis workflow') + parser.add_argument('configFile', metavar='c', type=str, nargs='?', default='', + help='Path to the scarp configuration file') -# Specify the configuration file path -configFile = 'com6RockAvalanche/scarpCfg.ini' + args = parser.parse_args() + runScarpAnalysisWorkflow(str(args.configFile)) -# Call the scarp analysis function -runScarpAnalysis(configFile) From c0250f3a03259d44332543f10294c148989004ab Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Wed, 29 Jan 2025 14:53:59 +0100 Subject: [PATCH 12/23] Minor code cleanup --- avaframe/com6RockAvalanche/scarp.py | 20 ++++++++------------ 1 file changed, 8 insertions(+), 12 deletions(-) diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index bce5194ef..e69a80011 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -2,11 +2,8 @@ import numpy as np import math import configparser -import shapefile -import pathlib import logging -from in2Trans.shpConversion import SHP2Array -from in2Trans.shpConversion import getSHPProjection +from avaframe.in2Trans.shpConversion import SHP2Array from rasterio.features import rasterize from shapely.geometry import shape, mapping @@ -19,7 +16,7 @@ def runScarpAnalysis(configFile): Parameters ---------- - config_file : str + configFile : str Path to the configuration file in .ini format. Returns @@ -50,7 +47,6 @@ def runScarpAnalysis(configFile): elevTransform = elevSrc.transform elevCRS = elevSrc.crs n, m = elevData.shape - res = elevTransform[0] periData = readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, (n, m), elevCRS) @@ -119,15 +115,15 @@ def readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, elevSha Parameters ---------- - perimeter_input : str + perimeterInput : str Path to the perimeter raster file. - perimeter_shapefile_path : str + perimeterShapefilePath : str Path to the perimeter shapefile. - elev_transform : Affine - Affine transformation of the elevation raster. - elev_shape : tuple + elevTransform : Affine + transformation of the elevation raster. + elevShape : tuple Shape (height, width) of the elevation raster. - elev_crs : rasterio.crs.CRS + elevCrs : rasterio.crs.CRS Coordinate Reference System of the elevation raster. Returns From 8af8df4dcb54190fec5bb484be0d6eb9aa5ec067 Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Thu, 24 Apr 2025 12:53:27 +0200 Subject: [PATCH 13/23] feat(com6-rock-avalanche): refactor scarp analysis workflow - Refactored `runCom6Scarp.py` to accept an input directory instead of a configuration file path. - Added TODO comments for further improvements in `scarp.py`, `scarpCfg.ini`, and `runCom6Scarp.py` regarding default parameter handling and output file management. --- avaframe/com6RockAvalanche/scarp.py | 9 +++-- avaframe/com6RockAvalanche/scarpCfg.ini | 4 ++ avaframe/data/scarpExample/Inputs/Molln.tif | Bin 0 -> 400657 bytes .../Inputs/POINTS/scarp_coordinates.dbf | Bin 0 -> 77 bytes .../Inputs/POINTS/scarp_coordinates.shp | Bin 0 -> 128 bytes .../Inputs/POINTS/scarp_coordinates.shx | Bin 0 -> 108 bytes .../Inputs/POLYGONS/scarp_perimeter.dbf | Bin 0 -> 77 bytes .../Inputs/POLYGONS/scarp_perimeter.shp | Bin 0 -> 236 bytes .../Inputs/POLYGONS/scarp_perimeter.shx | Bin 0 -> 108 bytes avaframe/runCom6Scarp.py | 37 +++++++++--------- 10 files changed, 29 insertions(+), 21 deletions(-) create mode 100644 avaframe/data/scarpExample/Inputs/Molln.tif create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.dbf create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.shp create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.shx create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarp_perimeter.dbf create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarp_perimeter.shp create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarp_perimeter.shx diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index e69a80011..f088e899a 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -12,6 +12,7 @@ log = logging.getLogger(__name__) def runScarpAnalysis(configFile): + # TODO: rename this to scarpMain or similar """Run the scarp analysis using parameters from an .ini configuration file. Parameters @@ -25,17 +26,18 @@ def runScarpAnalysis(configFile): """ config = configparser.ConfigParser() config.read(configFile) - + # Read input parameters from the configuration file elevation = config['INPUT']['elevation'] perimeterInput = config['INPUT']['perimeter'] shapefilePath = config['INPUT'].get('shapefile', '').strip() perimeterShapefilePath = config['INPUT'].get('perimeter_shapefile', '').strip() features = config['INPUT'].get('features', '') - + + # TODO: outputs should go to Outputs/com6RockAvalanche, so these configs should be removed elevScarp = config['OUTPUT']['elevscarp'] hRelease = config['OUTPUT']['hrelease'] - + method = config['SETTINGS']['method'].lower() # Initialize feature parameters @@ -276,6 +278,7 @@ def calculateScarpWithEllipsoids(elevData, periData, elevTransform, ellipsoids): return scarpData def saveRaster(filename, data, transform, crs): + # TODO: use the functions we have in avaframe.in3Utils.rasterUtils.writeResultToRaster """Save raster data to a specified format. Parameters diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini index 6f38f949d..0ef5dc1d4 100644 --- a/avaframe/com6RockAvalanche/scarpCfg.ini +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -26,6 +26,7 @@ perimeter_shapefile = features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 [OUTPUT] +# TODO See comment in code. i.e remove the output definition and always write to Outputs/com6Rockavalanche # Output scarp raster file path (ASCII or GeoTIFF) elevscarp = @@ -40,6 +41,9 @@ method = plane # These settings provide the other parameters required for each feature # Ensure that the number of parameters matches the number of features in the shapefile +#TODO: is there anyway to set default here when using shapefiles? Or could we include this from the shapefile? As +attributes? + # For 'plane' method: planes_zseed = 1090 planes_dip = 180 diff --git a/avaframe/data/scarpExample/Inputs/Molln.tif b/avaframe/data/scarpExample/Inputs/Molln.tif new file mode 100644 index 0000000000000000000000000000000000000000..8bb45fc2c7e29c6d1754cdd5cc0bc2a9348a36b5 GIT binary patch literal 400657 zcmcG%e_WT<{r`U?MvjQc85tR!jM2!5%#m|u93nC@V=QLQ$eoPLn3*$jMlO#TBQs(| z%p5b08MzoaGcqHiGjhzxH`$nT^`AQb|NsA0NB-8k7YK1?wh#qci0YLQ z{d7dPMs!a^|2v}39VO13HcAxC9VM#oA0^&>Dx!Bp^!|wcETYef5@%*ciGso?QGIWe zc=w5j-WJjCM)W@;`ixV=nHi^uf*Vf})pwsF-hC{hna5Bi6Z!W1ZxpVSQ-z3}*suN_IsIT%^otdVkt(A` zzgQ715=Bhp(i$Zmzfi<|#VKXcVA_SVX5`5XnSI~ArAzO+P2OJ5fj%XZ9QqFEHeO2(+)NJs7*zA`2W|T!pe*_&=r`AarfnTrQVZ&Y zDp1ZX2i>xVKsEny&?Is@HKmF5R=-Xjco%dtkAuG8)W^R1+%7p8l-*N6rEda7N_sMBppxeOXrSuEXs`q!GFWU^7 zvA+iOf-+FfDPlbPyP

=!d?Q1yNY$_$qK32EGJT`uV^2UX@dplJFW z_1*42lY_5uKl5HB=WhjdJhdBmh4IXG(5LIfcnTR>fG;xYRw&>pT+A_7L`If$>XOcb9+^p zg}4~Lg7t^ykty|z?|+ZF;4+*?mv;#$i!K1|5^B3^I^$cv2bzToK(TK%=r?VmUeyM= z-G3ox9s!N}4D>5bef+EY!*3b`spk2Hk6vNLk9{&pC zNxMMVv!CVrKL_2?#46m6J2F7G`+Cr>FD92f0IJ@{SU#`@lm{w6vHxLm)q{*zECb!f zJILhkfx0RSG_~IZRb~Px(uVl?X7qxlww<4AU@NGrenn1u2oz#5Xlj2*J$nXdk52)8 zYAVZ1&SrevDWKcHcEM!#;yA1AeoA5&Iuvz1UmH-b~O;KO2-4 zui^S|$xrZl=~@VynrlG2M6!It7rYOW{|f5(?Vy~)_FApE589{R1lrsySRQjWDE58! z=vU`SP5CP*qFMs$K)H1pXxtA#zhW}WSB;@QIk*PfPwoLt?QYPgYz1Y-FF`x5jI1jn zmncvjya3dPz6OfMqmN*J^WFjFwin6OHH=UBDd;B@fnud%dG|%sU8jSp_e8~4`!VkC zpl^5wlohXoYVr%9&D{Ws{f~lf*?pkg@*~E(@<7`^i8}pkP&NPi=U?sLl^zDw{I@`x zv;{P+HK1sG0Mu2QEmim0nb;@_Zc4`^-jjc@EwTz zf@Lfp41U~O1Fd&%BolrM+PdF>zF;$`rm)!Z+VM)zXwgp zzd=9YY+jFhGC)7!I#9RV28xyUgEHn9pgHp-`WpVQA`KSZQYV|nT%&?H_;oj)1WJI(>^ z;yAJ|f#sdCpjkMG6CZY1p5sVY{Z{CUgJAH-IwcF3`3=M7{cH(3J2x^1)Y44dc3)?WW(%>rO=7i~4TQ z5^k4u5BIahfNE_eXvf!3Z?6Ky%4LinXTQj8_#w1z;pfqZo@M>Dqjdr@H{TM6I8J)LU|47_r6HoLI1EhAF*Dgz;!61&La0u0R7M;(B@1B-HGc# zxw?qlvIO+`^l`tb4%)Q72&(2kg8I<=pv?FOb@4wzKkE$msqMQA)Gf0>bM!~lQ||*s z<1ZMm{Wa+G>p?fOj+DOwWz3W0q(>MZxE~Zv3#gZUpWJvQs251kZypVb{R8-1Chc1Z`(h> z`7nuHppJiuObG2z+&t=P_TP2!IA~GWkLyIveU6;N{-;RGhjty8@;Zu(1;xa}yl*D4 zzipG)PRkyHxEXsJ=o_*@w=5adNB%><&VHZ%JhT&(JsUtba|NhI&jrQAX`o$l0pnBR zKvVlK`tihW(AKqre#nx0A0j6#07c_?cGZ&Sx4vwZq!>J0k2?D+sb?DM-pS=0`ih0Tno)Ptg{g7HO5saF<(x+;gP z{uby?oDSOc{qSMAdOzrPzYgjn&wxJVQP3P+0?LdZP}g1w+V%@UkrqpR{6{=L$@!ql zoD16A5>WQsMLj;~ZFf^IUImKbYS1lvmb!^P?uTBb-q!;9P3-sS_-1Gs&3a;g$iwHd z-1fbMay$Ny+QGO=w@h_EMIg3oSFgK?c89+oPb}(tq>sc7Fnzv3o#W{Va9j1E5{c z&n+{GSbl``WecIjY-%+n^jl_K$?daAy@0+iCnX`Sn!ip~ein{nIDTvPKu5;)$n2gxjet3=_16CF& z#hxReU(S5r4fZjf%>JJni00o*J&XIv{uXGLFb|d)h0tEj}bK5p825Emg2m*vcd zRpog4YCU~i?7IQlteX$oCG=r^_)%!JW+Urw*!F*D$G-$^TqCG=JV(8bK5y2og&x_T z+{%1k2>v}e=L(d|1LuD%W(ubiN5ZZZR7VTdkAtpbC1?^ClQp-3 za!Vd)*Iz-lUj&M%BUg$?DvtS%oXhLp=O>|DR(y*4MRc)WY!jQUUwc0F`Y6zEJ_28s2bibJ)s58MYw6dA7lCeY z7HAe-2CB8+07d#>@Z)a!@wT0yn*0pt_dd$<#Gg>FmeACdv1$}3 z%Ri+L_ZhhT1h_ozdnQbLeSKVVflXMhr0R*j;qRi6Lh;9c)Z82V0>~8IXV;6Eo?{J#_zLU z`|Y6HeGe#xncwPS_6JPOEiA8Rzd-e-LYuMdALv6d(6S=1`xI!OO5e9j#!)vg|F?D1 zpjGqrjOVleV2|_fiHYTin`69wY!ZD|&h0>4hxrJz=oqxy!|yM;-r@dcIZ*7|3Ci+U zK~wS)<4rA~-}^T8#C_D8{)bFu|3IzX3@r~lL-sH)7md80-O@iJ?&^7dL=$~nbUhZ% z*Q4Zew)g9DRn!bFaI}#}S!3N>2)aE_QMYoO!W=DymgTpzT=KZ8-fN(J%2kXHTn>t1 z_Ve{&=I{O_=jp`kPMjyx#{QU}^*GPpylX()9`bW>9M{K4f75NOp$_e&TXrq9Z#W+m z>72*%%im=?e30{2wx9W$(n}DR6&$ZMHJ7t}p1^T;S~eT=aavpp12B> z8FzqcejaESUjq7ucu*(w!Iy3OyPz)KMxFa4Xr?bC7yb|wUDK#*lgSbh_#u5c@h$rB z>TP8AQ-P~k?(POf`puxtp|7j$%-7vu3gZ6cS)fb)I=OU^zTDOey1YMvqHqftwGOnq z9svD>F#f*kno#dzP>(qSGz&k4AKM(}={_~&>G2yGpHU8~d5b`o{C&{0O`+a%F6f7z z;`ysA2i+j&OKkgMXyaBhKJW|b+Q))k3+k3IPTox)H`(-Ok;eSmhw)HT+l~5i%Ym?; z{oIe_c&JF{e5j0JJ(tY9+>{KVp4uLd>&`A_d#*;)7fcrOavgsk%1zB{PPkI#ABJk>%q!9%t(cq1`gx=WfGH)|;C{9{4V(dL?LT*>87C`Sq?SA(i|BB-au zgR&^J8}alz*Rg@edole{&JFW+)9K5$|4x*PMxHM>b2ZOP(c_?stpm-`UxPZn4D_9I z7+-fa=mstWN$T_?&^q30~SDDPe<+e%O?pQYC&CJ8?V&>uU0Q(QVppx~n*dKBA z^k3Ec7UFK;?_}N}C@V(e`-_!PteU-2RLGyQ1Tj{Qg5z8~7=dT^wk%s9dNt=zBD zpFry)e_?z&kE_ig%|iAA{N_(lu3~5L?>DXlRWrwpR3)ziyO`tYHs=kNuXz{rDI7;~ z8#t~Wxest%*__FsuD*dhbPwq2nRm-ARnVe~W$ESjB=2i61rXP}pKLO43)#M_Mmz!hEvwg#BthcHY)C=Atcl-_Xsnou6AG9f9 zJvXq6<@wt|+0F5Jv+i+dr8&Q@Cf~+-d#`0Y_HxjU=Qz9&p&zo2^ZdH_LwsLzY#+aO zLOW=4UjkJo`!~9(lJydQ2Ks`fpqz6@(3<7Pen_^mpYQ6&L)-Sxao)^W&ac~XJg;(f z4dSAa?Ujz70__HdaDDi_Z1=>zFkVz&!s}*!4k%{R&wUxku}mx5UsJ+$DK2>f+v~9p zfU@XTP;_O1`p|`B%c-E6!aUs#yhWcr*+g!xCJRbI)g0#28#1A7eo+HmYd)n9Z`u!*JX<2b*L`~P4-A$z5rSuUJ1&r>#28a16@7aL9y}>v>pEi>veOUSgiaO zu7A~>1?uV_@_twv^74smp#2KwH*O}!yF@z2*Y%N)x!u%JxbI|nBB+mCOx-;Vbj#?^ zK4lKHTEl!t&RGa8(igGb9?~~(9Mg>b5zEEwP%q?7g`wY`&whl@|0_O+$?gDECVg8p zhWo$&I6r6n04UNwqHZ|?x@B#k8vPt7=P=K+bvzDs{f#VNGYQl?&Y+H^|M-G-99J>> zH=u8zKbuzOxjKQ`7Z{YgWR5F~!cE++iFvS!4gIga9o)~XCqY@k{()-dyt3@!`L{`V z+&(QAbRG12T}=Arv$%cv%`BfuA9p7>j-xcM7rCtwzxgA?#mX;1-I9p! zEt*oveHW00r-PAk0#H}Qfokokpx^Xw{{2$!$F`q>xT`-4l+oi^FZFEdupg6s8njt= z9vE3N9m=_#7%qhNCw~d*gie;1v;Q`-p2H*_W_%KT!JXiG4KtR0;rD)<*Vk|X==a_Y z%8Y7IAK5}y{}xo4FM}fe_h4k4ij3iSw3>W`I{FLHZ#o^mDAKs@O!iEJ)?;o0{ffIl zQ$ruOeH&Om>UW^+`#mV<(x+w5htRsJpNt;_{fbXPS9%PzbsvD{*g;Tc>;ZKP^LsU) z`M&LEzV7nwMY%h{eBIP?99~cTF1Opk&u@?O``BH>_cuH1d4LJOY{;O}2gq^ebY) z$oeo|cgtP|{fec$j(1!~CZvFJ>nWgH`T^VLsUaUL+YIdnD;Q4*YA{@70X&%Ldij380@4!+28|cc1$<{Mo0z2#QtJpvnFz zeLHgwS;;(I_M8tbyQ5fd9oNT+m0j>3`j9O^Z> zT8_iJ4M&1czeVQ!7L*4br(f^ke7cIenYxtY?y`vE?oJNFk99&X=o{$g za_;lgsZ}iBc^@bmi$J$DJH)>Q`dM60B)i!k6Y0}BqwJ=S+g){t+i|b3e2{s# z+{$rv(bdZHIe~e$UlH=|Lgv{r;~2`7=6WPu%>JOt?W;*-J8Vj(@;+$edLk9ebwhr_ zgNVDlr$C#tjrCf0gSyI7m#}>_)9J6W=tACq(P7+t+x5Ip2RVOc$CW_aq-CIKdl1ys z4}&W1A;xQXf6I)}pHJa^?vk0$>lTj3sWluA5EDPa=TW1XclieTx0%k*r^m!_|GnP; z-OPB<_J?*o`vYw6>gnsI$`!y+^*t1&@b;~{kGuq^M3)Yi`0bp$dx%s&jx!0`}b zI*(J;rQ}qOU&t-#&_3njzzLvTPr8}xN7{DgQ?@;fm*(W4p4fMF;Ps$BbPK3P7m%^J zpxp9fP;|Wv`n_!T^`Vp06F83JH}gEZypZqhO2_#hndh;`>Ep73*Qc6Hzwrh1A$z=y z*URGI+udE%>zRMs@qN%LlX#4{^2yxs2ETmjsjKO$xx5JZ`QFNV2-c$v$bvRm7lR@#2~^ErW4*pX90yZ!h+MQcko_K;(+n*N8_AU$ zLDd}kP19B|p2l%`vykV>O#ctgr(VGRnwq>B+HH7<@u@!oBl9GT*N+B;IE?Gqw6%e% zneCVy-MEf0io&z)`x3N7xmG_XA+uVD|_1_20Sgw0FwcmjDn?Iu;x4uWV?F7ZXjiAbW81$PLf_B#p zrp3 zmGx(EeqC<+Cw$s3?*c^{*U9OYC!y8BpVG$%e#r8D(?a|_#yh^GFDGywU6ykm-4`^| zw@WvGrtKk6O)g=)V;1$n%c=Jq=6Tq~eA@QW*Ih>=;$80nM?qsf!aqpFf`Z$Yr40a|7cm z*nZm?4?&xSzXCru%)1ggkGAN^C$!+{RCX0UU%g#dF57GaPV;&Y+7mB!>c^aq> z)BjyE`~N2Kclds8Bj;bmKIZ8@{|Af@u-y=|$MSfrJHg|gMn8;<%RtMb1E3rHAJFzW z(3I?Be0MM7xyPvoKO^foZY{U&X8HIRK(UYG@%qpc&~i2BS0dw4(0a@xpz8fO>#rOc z7vS|_7jquQ)UrQe7jyjD$rA^imUuU${Sw*A*}yWX40?RS8Y=PW^&%w;c2hJRdIkQD`0C z2Ff|~aeXKS=hb9S07cpqQ1;wN9^iP7KE!cefAS}Y>%$yZw@I6!eF}YC&Fh9X>y9yA zM&DLzzJ!+LAz!UKi@tXJJaWdRpqZ{f5%mLbBp=s1>EkwM9peQrfOh?xpo-%-x*E;A z+h24FeA=hdzvZMc^zB#1f;K7Wmrtk8i3RnQ(V%Gj0{b-!nZL`5zd*|#`ns;Bue)T9 z!@H$rp`85=k;d@^HyFN;2+z|ck4HV191GgqlRPeyJ_6mc1E5XnB-hj5-H8`jF2nsl z{eJ4*MWCtWJexlJCC~rjy*&S^jp2OL&u!nW&?aj#sOCq5c5%4>^0x85s4VAwG4XcL z_Fcnx?>Xe;&(MC`q=Vpp*E6l=`Z%3XjkuT?)=?GC3+;UlD2q}+Gkp|w^g;NuD{Y}~ zXLH@V$yy053X93v*MNR+3iUqb>Av77{drmkDE4guO-T)C`yZgLod>EZT=y=^>FaXt zIf%>EU(%;LKc*j#c@GrgZN?|OMxJaWXZ@1w>7YC`_#XX zL)+=o$(%=5m1WRM-vXMFD?z#C0#Gj)O-}2BFWaQB-hD$WwA|7FihYlftL|ld+Z<50 zOb5+T=E=4$x;9-M`U5!}r?LHi!+CTYIG%17 zf6DV({vXh;kKuK+i@q(RCqR!pcWnDFf_C-aB$smjQ@4B<+GPEJ9J>^ZEL$TdJs0Bi z3zm8h*v%AiNR@(*ZFZ?^dU+{*JqZwP*M@DkP^odD{c^h0}`{ipwqQy=Q*`8h_Pw(Y?;%cHQJY32B| zU(RuS8GRDsyF28H9WsMJg=Zzns|P9GXJ-`IBxDrHzV$5{ti@{SOM)egzg?seffKR_;^pDWFAKC>tq zaaGxk^K5fp1YJF^LpAz#Xup^3nsK}z#eU}JBAwU2S+@??xjew}Dpgqk?F%L{9urHJ z^Zg8RHOE=?g4fZ0i~S9tuI74ZC+~%JGk-uX{WfUZ$AU8YU-an-e+Es~OVpiDfOZDw z(|ro()6LN<5LauHK#@KKKlYpd2D&}Jr*FqS51Q60(B|Avj=vpr_1A+wKOI!PiJ+|D zbLw*I=kQ@ydIZ!9{z6}lV&3i>8lY|eBP>7iW6*7}O`8AO?5pgHaV)@uG?q1C2(#^3B`t+i$# zXNB{}ac{Mj{%dM`aXv=YJGv8lc)mI~AFg*YFBehtZBxtjkvicMp3gpx+vsUuKu6XM z;qRClj_bINkazD$L)_JWJA97sfWDL3tfP;+J$a0m{SY)+_k&_z4dW@y%k4Pkb8ax? zeM$5MS3ic=|5A>J8g~t^|1ypvy8*Vtkvtgj$oo@Rp5G4Yo$ph34uT@;blhJqFO~OS z74v1WvH;qSUjT~P;r=Xsob?XZgJ$dtthe|zQ1!macpKYMJ#{zZ&3|CM@y~*;G>pq{ zzZ2Te3jUms4=szho<>%1osFHr{L73jLAgj@#_cAso?FV#tupEBGMeLhzU&~rr>*-v z=<*uKWnn!*L1;fVUyZo$Ok;Wd*`S^#$sO!JiT&Sz7W+9LtmDT)+xBlVo_;CyE}kDD zIF2GSMj>vdvp?YWe1P*Ed0vwY&mYQ3%>QNdJBaJ4Z-MRv`vH0Z^KVnjaR9%U`*j=7 z`#iu2E@(So#eVdg0kWrP|Q9^-Tf(O$A6u^G?xBt7SX@;A+BdL)9Ks#FxRJx zDEhZ9F2QzUn0cV|*-+{8?ub|581;y-tf$mf0)y9SVdl&s$zxFNovOe`&DGRC{~~BV;X>9+pzq5c(%;pi%-@aTxO`;XfqyUg&;0vc^mU*A9JEXYB1EJ`@#1AhWAYo*N+HsE3{ue zjpgkUH0w?UMHJUFxxsyC$7RMFY~PP_9kg4oUV&%iZzZZgj0@uCEqKlzT;%T58_ym5ei~j#Fir>a97T zin|;%V>!QWvd)C|DIAX<@pU_+1O6-ue+%lVmE?{^pl=9%-Z?So(?PSYkG|Z&@pgZ5 z2mLvV&#$S>a%h{x=hyTY&ZGO~3UObMN;aGZs_o&q^rCL~v@G8VieU@t9S_sL$K6RL z@jWvp>r$S->~nekCY}b$ZjOtq(S0}{vWWh!t4Nc@b!}qe*HK^fvR|j-f^TQh-+jX= z+r-J!~3!KTu@Kr__Z26 z6WX+f`>_1JQ14MtL_H1q29B@!S?rhFcDA3ghvS(e>w)E#Uewoz50KMd23>L;7Vv`FUtylCqL}} zPEc2^WqHFJEU)}Csp+%+WY7oyh`8H8A2wsD?KsEnQ(gjvXkxv=7RD#Azi6hv%ko0z zUp|%XwoPLH(HHQ#^C#nYe%g~joxtZap673887_|wBz_*6@B!!c92opd(9iUOA0r-F7XrG{Rn&F#@5sCnv{=Hv=Ki^@_6R6SmK&#k!pd0ue zC|7fQ!mj6hgUvmU^(KdYQ5MHL>|);kK0mYzo2qf#P1a&E`+GbONz5Bu$1tuFoxtla zGOow#Ddg#H_pQ8+n%K^{j(BKU^bzhCIkyco?on{${fBl}KFc#Q!N_}MLEp*tJM!EG zeR(~7-N~@tYTwg{i*&A^788r1b;7lvsp0x}(KL$n(msSg+g)ws5qt9l%<=^mOeTeUqlNoPQSBH7@!*%rOX8O8s zpsz>XXNtIto(h`8B+&MU_3k_WM*ps+pWCEgL#rvw&sF6-XeYBk(G>hMyoXE2e+%c) zOi$wZY@olp!Qk&}I1b}yoxu6A?a``YxC1)!JRRfd>|g4s4UBjE9@IPk2CCRWQlHN2zl!};ePlYc?VA&> z`(?b|=WyKA?s}f}tKVdK*ZZIe>)zzHGjV_UGLCEez1h&RVh-=WTKcL0rI_+sRz^=WWifphxD}#q2QO9?N!H zA9@|-IzIFt`d(oDD9+!@ZJZBKYx5ZIx&%~f&ItUJ$7d^#gOl_%zx-E>&shTMF{CNs zc)U5vd0@4+2<5)v`=D6Gew1jM3vF}n0#)z5piU?TeJbZcT>Z7s<|zH&E)My77xQT~ z`Ydi=nE;Nw=T8@p`2RN%x9gdA>x9YBBk%oF+xdCjiN&lpt_;*im{*%c%)jk=et(gE zDvwL%DWHrFe!J-?w;%s8D7UizXU2XAE%t?cdSe%~%VSDzM7 zIQ$*A=OWNg_%8o$%r&4`ISV$s> z(r;`o-}52_ecbJ4J}y?#$5pe2Klx3iplB)wUGgtMnGx2PrE?rzObp}L-Md*&zQ=me z^zq1iD|}U!b39yLb{2j1FA}uZUJ9D&(^xMf3v~4g^zUYa`ivYioU+_TU-z3IWIXW}P&I#tx^^6>5A!*7A^sHn`o-YakAsott3g-F_s+Odj=zhQ z=doT2ecg5ZgZ|vzML$0HD)roFKr@~Bx;qi(*IjtNEr#pnMB$~Zm(Azf+|o2R&n!KzJkxG+a(u6i>5O`xBGMWvDJ*xqfe{2xKQsb?q@gakL2HOH~R%TtZy^NE@8a^=H(_Uhud!t ze_#BF<$D%_dMD?}eg03OZQsM7?5<)x`CHbjej7A3AAo8N^KvzX?Y^w|Hm~a~H-Pr| z?VzcB5cHi-foknbpj_R__;R+-K0liGU3xO_uRP9ci9+_DMc18(`xOs@vV!Z^oTRU+ zd7(W`p^y8{(2gD&M14~dh5KC0K8^Q#HrEBq1H&j6!+!_W{JrG7KZ1UUe(g@s=UpD# zZ&R|1<*95hWYK%vu9A6~FJnK$99@C9K5{!Kqv;DG?OV_$@#~mZ zKI$DDuW)%6@HlNv16_E}fIgG}t*5fT=a!xWtujvw3_iX53+&G~{D=D;!*UtT>&hO# z67?hfA5g4fKT+@CxR1$Rh`1{)VZB*Ae==huw9RQ^eEDBN(fA=~vi`yNrhkHR%Mhq~ zN#kO9{jK8sukYl0+9K^K;wttUGLz%zb_w%vznAO5eVGmAFN3zO4b(fij$FmP5A7T1 z-!^B6_0A3J(I1b8&&mTF4|kIJxKZ?RF^WDeo@f58H2vIvejR=L>Y1P#eLbjer=Lgq zIgC%40s0#mm%p3NdUs@k?)+rxmXNQfa~xhoaU5Q45A*9&evi*>+zX&9t)o8r2)|Fx z1E88$0_v%=K{3pA@&05gwC{{(eE%mn5B50Q1>4X0H{b9K&(rEhKwW(cXvVT%XZzWY zRBPYHbtLxj{*m3hU(|e#lbNh@c)g_#u)W;#4%^FO&QHqjC!xhe=1DHOh`KP36q7(% z!S-KQp9*binXmhk^mUgLB+K)|2%kzdfKGZxdwllVNkuD%S~w2onU`5=8f>aX+S~CLB1!> z4PMOpX%FK3=$$;DYBKX+HJ^F0+i(NVXVF!lpTO~XJ>~*v(R4nj)?Nm>jaPuCHssy$ z-(`I8V$jY=2Yn~^XLDw<{zCe=>{-Bi{q%3y^9Zy)Qpxy|b)YZ%6=+(yZqrQv6U)bQ zywxrl&Fi=`1sr+K%B=e#w22Hv<9+xiIG$><*`Ax)orsGrj(e)fyl+fNXs=r?=KYmG z-;-N!g|@l(fue9N=qEhOc>k-^D>^~heTce%dAOJz#@`aTzR2#Hz;>YOTfE;Vrt$vI z=lySvaXwR|v3-urH)4OPlH>BS`+e$Ww&Obfb7&F8cEio=fHq?}USN}Ip>_3A(03Ms zDwgZ??YOg`-3j`T%6t#U$ESwlG|c=}$8(%{WPI7yZALv6$9BdhF@KOfPaDHWFGB@=*wn$7-yNy{9hkp{y(zr+|CH+c{k_3U1>S? zW0$ZWV%vX9UDwXP8^=7_WQY7GZU}KbhQ~oQPsQ;ttusJyl7^kK7*`Lo`s5cfk| zSMK-nx-m5=+%7zCD0?!XRqQlSZp$YRECB7Uhd?*@3sA*Xk(s2M`82f2ewp>^d7Y`z z^lfvD*NuwfbJLObi`Uc1L~_D7US}&uuDi>r_tC#yGS_{X60QUD1wZ9>osWX{IP-A5 z^EGH!|3BQm@enAxPk^R%81#FCe@~-tI?Fsq%x*Tq|*RpsNL&%c^180Pgl<9bhobNIv9G{YN1?x4u&vr72ly=6m1G(O2QyGK0V4;>#ZVKfW%yWsAsU(VpiklNwW!g2ue)8(b?#>2NA%~3Z-Z{>Z>b9( z1@#!toBI{lFy3?#=udLo#ja<*t1{`IE^j5zdw9>67%t{{AM<^(I14mm!#cJ(S3^hM z6AJnXVf?(4eyyj{zukuEC|5e0^&7dq(yY4+I`TX}=r)GWF;EL_7V^3?t)$E#RqrdT zU*8SNm`_1pb{eiZxPM&7xu8Ch z35r$U1J&pf(2irfD|_mo<<@N>PXE-0J+$Z=B=?7WXyv)Q-^25)x|sQpS$7rh`;;8s z_w~7;XyUw_n#bp3^wb!{)nv8{riA-7i`b644b1cHI6fb1YX6SEuR?xr`|F{dydNBS zucwHjPl^5CL|jI5{8w~+!s9mb{+cX~8=D%AE9*lCS-yEUk6+!Zpjz_^xt9Jtvd&I5 zGyk{(?wn|G;Ez;C?b6Wxd%CfUa~oC@XkgO)LFdM6v&1`=4RG z`faSYjr*0|Z!x~-19JD5plzprkG!YX)K157u>CjlI3?0=#eR-!h$yZpKIZsA z)-U@HsH-Hek4j!wGG;1u@3(n9?GFssRpkBRh|8Ecpi5?+X|lp|TNxoAPkDyh4>KQ^ zTROO12J>*4@j16I4gP&+9DLE;%lUA5%Q?_GfqA$)KdfK7Klu2^od1^Zah}{>b1mzC z@I5dxZUNeJZe_e!gX*!s_Zb%xS7mt%H;&IbE7w~xO&JV|h$6Xfj{`U>R*SE93 z?l=7n=TA-93EExjLAm8dP&9EINHz0*6H#oxBEJZR>sL=>-l7kEn>zj*plW9OXpa2_ z?W9fOx_34CH_(ya#{$*pFu#7}0caQAD>pKZ>+4iIsd0P2@Qf__p8l z2x!}HqmLiBk~;TnP^}$+ADb+Wzw1NWpnbtF$uj<)i=1>D>t*MH?!@Jx-ucwYAzzn<-+lha^zRzZr<>Xrp~J5San{g_a*$=WO-1{dku7QJ>#{dpe*Nm-Tlc+Snpu)^P^nft}@%<)3W?G z^y>z$gL50{=c<|SeH9b0M!D*J73ae)*-G}m!1FWm`%$gGfOdNx0`=5VPzd_FTNe6n zvkF;nBlB#LMvlCHTdlbT<#xtMzW)PgHDz|-k3qTRK~Su$0d;jf=t`SFQ^V^|6!QIH zW-OmyQq3Oae$z0SG7i_TjG0V!&jg*kgDiarwEgr4KWhiHSx0}7;rC8dWi0QfupY&i z(dSGX+g}xTAMdld>_6*izo9O7px?}SO1HF+dIJ5|?G8S^@DkkLs+s;Ri*BG^QwT=Z ztAi%-mQauFtZ(=(v<`W^lN`s3Ja@_Z3#WiG<6>@?c^2z0V0$6wGLQ2Ojr_bBkAbT4 z9_oslKv&9qRCHaya!p^4JkQDFw?rT=CXQx#c}H3-y{7}(B@|G`^;ne=?3W6I=&QfxpfujXZ;)$!y%9Epbx9q2N_Ra z&3gF{fU@Xb>W0PS&{9w|vE1!>7&`JC7bsUZfi~xDF!G)^#$!GJ{U(n0sCmbr-Qbrj zFXDKQFXQ-*80K?TqKVg+J$@6e2Uq`n(6rsm>!Wx+<1@L=OBOxE^28@up71PalbXr? zH$gw)&!DOK7?kDoKY3Yr&r3G*aD4`!BeOHO?p)31dUW%~Wca68$?tYrEo`~Y-(66z7 zA-D3mIF}se*Z&pGzgPPizvmXN$CojG4Bx*A6#IC*T)ly|NzBvL_8+mla27e6_o?k; zzOEP0*X@#UUe~a{W){-VO*XF=U6qORtTO+F>sQ4x50NoV&|)9Qu|yQ-r&Q&|yv{q~ zKwZq|MIz5Bp}kb|+sV<}LF3rox|z>FyFBLa?gZO^-!KR9$a5_$FO8xu;Cn~(0={R= zFSqb*J&o_75&LFC`^}T+=ksEzPadW}=XZcIdJ8$}2~ZzmzOJVH2-?oLo?Ogvcr}{& zx=;NQzU)qX0NSLtKwrS;)+6Iw(5B`d##j7+y5tH_ZRdMvZ2uSVWx4flWCov4H)ENn zyA3}>TuuHF8O!-}Sup{6_hc+t26M-?2Xc%{q>^i?ldsA&$|< zSHD9a-@6So?pL7gE2mE6Ji5%d6tgz`($up2Cy0x#yIEd+FBti~8PJZO51O&JlZo8U)~$k8^EZGZya!b8dH^}=%NPk7&prJ$)@0@~c$L4Pu|$H&<3SD9g4uZddrFuxZoIo|3U*xvij9(We1&yv$%8uUnEBpUru9+y8GIM?K~< z9@jEbPi21~^1Dc=Z*#cc$a_zreZ#4sIv54Y@)%Gj(ErUk`n=n~eBLelBla&=Ind@% z%SmB8GKG1J>)<^2f7cZ)x{&)n!0~gRIydMagT9RIryHPOn?(AoirdI~TN}u^fd}fL z-9}Q6*~I;9V!56+l4m`MxatjD%eZJ{f6%xc+-@_+cSfFfaDyih7yCF*BLvs2nT5Qr z%(0N~4PC_RW*_@~BJD!~3RPUZS@dz_R#VSao*ecUh4M}0ev zK5j~ipnU=T+WmAPw0i%?p!-(|IZzDhJLZ9A9sS(hdjqumEB)Noab3JSpZy3K!{^@A zx7pt?M>(IbDw(JIFX-p?_yE6WR}bhU*ZGO2Ezow{FIk?>{*a%w2-eIIZpHdq%{* z@P4u47lUs<0h;VZ^zRi{gEr?}FtSdF{#+N>1x*BKY`_?qd-08ApKgu0qP_5 zpzVK<@$I*QX6#jnQrU$u5Mp{g;wCoIh8SKZig2 z2EPB*Chet8c@-4<>p{1)0#s9e44T$2a9&*L3DDFIf+~*hA+YUx!+8sN@qYH-T)jnH zq;Xu_v{gXMNu;hW51QjPwmppBB=9;gV}FKne{uz=kE{h<$7<@9XF;@Dm$~pfax3T}}_onl@?Y<5)t;L|<^fT(C>p`2#aaTVS#(5_mLtJLiKTMXy z{bQHV&m!xqsFRq-nv%7=?^>TD7yX{)ecjYq{{r3aINYad`-Px6It`Q+ys!OU=0&2h zl=Tj>U$5iYu9|gg5Em;eK;OxBLdI}B&ri6I``gMqKv&-Z?PMWnvY5B~p;%}g&-qoK zzZah`@;gT4VUF+Gegm!6($`!b$C>T=>kv2Vt|1p)9kwIQqRG@%sh}@74^;EVfubo9 zv`OcKrj7ZqZn=u}dZ&Q0Xd<8n?->O`%vym zS>L!6Y&Y`zcDm&jXuo+0Xr})hjJ($cl+ipMrj`Ef_rApV);Gv4e*pD@cF+y9fufO& z{QeiTacq}`V7{ftypFiv6gcwy;$r%@(g#@H$#EUKYY5scjpuo-=Xi|mn+$EoO(GY6 z8;tz!6ze5l7xY}RiPwi+&+E%?TFZD;4QT6rO@?`KKlHnx-w5UJfPVQw>h*n~`F$9V z&I&$$BgfUnFz3bH`Fvhne984~?mqgt+{$rv@nu-Aem;HNWYNdn3C@Fyi*JDsi&dIz zWIpcd7eV`P-b0`MIkmo$<^I{==V!4$VE;Lb+ds&0cfXnI?2KZ6!W?B@E~2GV_Mc1%$3c949^!guCbt`8ey(~s ze&@@M@w%Db8Lk74)2QA@sh7_K^_a^+rT>HL+|+cl{aXDSP>2UZ{8lis-h+Bk8q4>M z4f<5j?fwtiQM-%d@@hMM-sXgMb}oHD9o)qBcLVdf$ovJg9>eF{+yLJ*CIp{XHw&MF zZ;Ph;K+{$Ls^%*|KPwrO8D9hS)KB2ks`&tD+TH~HUe2$ZV`b2KXYlo@d~V&(nuxfq zi)Z}_{9Sd|@hAAR?Ps2D$3F@^^1fKLCKp;(q<~`8Db(G)^zGp1wvYL_oXhvY+T7bv zt`{&r7b`D>_7hHJe9U3^w9;>oYs2rUiU;W5GvH|r*V8-WpcfmOa3+Li7uXhxrKSY*w45*`WVZbYCyAa1E}twV)X0IIUUO3a#Rp@0mpAZ(`z@aNh)9 zIdmn)4oeY@ja(3i2j)l+YPHre!XU-naIxtjj1 zVxNFkqc<=QaP?e=6M3&O;;w@}FU#rcvO*y)W=pb(<9ed$Fg~a6 zd>b@wD?j%jeN3d4L)&rpfg|s&73mA0MS3yoCv!YnZT}v$FQDJM!D*~F%<)0F`iih! z@c-$vSbsVD3uY|)OR}4Bv+xF#yWP}oV;1Xoev9#CXH%~@15~5G2I`j6K)dTg>I4LUlq1jh9d#%0kF z#LYsMi^4TLSA*l(fz-rs)g`mXo~p^#}BGkw!m{yl;Zr&1OGAHFMp&{eR zg^0s;e)A~MF8&1H+ov4h@ksjvxo;~e*dH=&ypMfZDdP6HCi}wqn#Oeuc09+;Y+VA% zWz0#Ocej!4hnn04ZKl7%c>PHK(m=~OY?nsf2c_0<{>ZexiFQpVYyf>HeO>80+1_Px z99~yVgO)vEJbupvmXH3wK45dhyn7*c>8 z%PK)NZ!u_d`Cd7@_$p{2E&}C&G32%(__B)Q`{n%53-s}XC&@9KU)MW1zb@x;em(Mg z0rc}t;dj-Cy6MkbIG-L_p9`(lE~S4r<%6#NGIH4&Ebrw!x?1xV{MjV(xpbSv_q@xP zdl@ge36wFJpdFV8y4{2DYk8oZobxo-6!LnyEb(_lu67%KK^EO`zyn z1lpWOs2ex2Jdt^qS=UW{jCr{p!~0ZEy%_haIm+>GH^_WRxA1-+@o}-Lj`w{I`}yt! z+X)%-GUC4BCGIC{3n(Twl1 zUGjb4$a4Zt{sdYy@_4(_kU!TlFNyqqGVAw+{y`!0e4n3*xSDq>8O9gHzLETUHR7_I ziVSUZ<6~FgS(7x<_&~4}ijic|HFz#ae!tq-)ipO^f`)_LPDbQ{y^DTWS z7Fy03&3gLlpf5Nbw0)<7u7g@>=4&E-B!A<1^97s-cgylo-#GfUthf_eY3AP|eL1vV z@BsH4o|6`7?Em>P`nL${*<1(nZ_)S`>u-1$^n1HO*?kxkD>-j$ljv`L6MbA?c_w}D z-QeRt`6je``(pawIhRl`V?HkbIvrZ+Ye19D^=Y;)f~|Rww*eEBRKLq?W&jkX*H#o^~wuCxBI(6Uj*uDXEC0~>nHNw0$yje zf8})-#(PG7-%ggVXFRO4Fbml)wMo|@Zg-6XMH9#0{boM5A-BH3b}p_GbW4|kqKW>l z58VVUCtVBb_$yg&&n4vG=`7C(?S2#2S(&38hc$_F(JqfXk8Bp63T@Yib#klP;m>*+ ze+NVzTo?Sh3{;g|FQ?;gV7;AF$QI783-JN`*_G}h2k7f!BHu@&r}BO9e)%mZ7lo6_ z##m7H9HLJT^7mK$CJQaZ&&XlE|9#~5)YaN^S$`?#(IfdDef#L^p!k1Wy?>n7!}|X} zl9kR%k|fE<%1Kg5va)uPm1J#^WF=!IE6GZdbTsKCNmi01X_9m#N!Feu8A*~PC+T#O zCP^oqBuQ3IzOUPLpV#@`-k-njx9ggDK3~t*^T#~qnxDOA2u&{i=y5LltY+q^kUp=m z(C=eDy6*E&bb0x5ICVZ8$olT#;6q~TcEsy?5%Id-oaUp~J(Bd=-=gFFKM<;UFQMlR z=}*_2Qaj8NE6>Z7-@@~o!Mq>6iSdy^qm#aZxZO|x5#6oYD^&A#3S%C6>$}oUuUgYi zWBSoAqsRRt8GP3pVg$GOCdsyA_gU-5zX zebcvvZg-VX)nZ*5o%4#=X8d!>kKX&~4`XM?c^w!gc4q$sq24rFXsR9;#*tI7Eeu1T zT|zy=EuYD8Z7Rt>2fcTbZ^plX=VJ$;|Ed<}cgs1CPW{|*HgR|C`Hmdt8c}~Sb-ona z*zKG@Z@TNB)#~N#3zNi_Ee#om)?hd zykDlyQt^jo^n<&?jbhsd+wdRU1-tKuGk+Jx2kAdHkN-(@E;9~6=-x-i?PB6v^&0vZ ze{D&6Iqli@oqVzFt>|eyllFDHq*(m%W#aO11#!8)@n-Vp6PKF{=pT1eh|B$DLpUxk zaUJdLZXo&NnJK=Xe~sib=M(?O2dPi^XH&cXP1HYBYvS_E{xXu^?XD$M>-Wh2xAiv& zv)`RxIT!zq)SlMyA?*ItuhhJ2#LmuFaSdCF9af)6zVv>@;rrx$QyVu4-LemP4`>XlA-q4u{ry&>P?L#UAIf~ z+44RUo%Thn6Kgs?f^N?mfWPbIDV_D>GT*(}x^z4G-1tLbW*jbdlkvh>a=Xw>>?YKu z=fJ+KGn45L7d?)1()hRrtCIb9VP>42P$}lI*~M3g?YpM-_r6Dwzh@fvUI#rl9bObY z*IOJqzvM6Soc!L=JkN@g{u!a!G4i`^@>xRD zk+@u!Qa{lP9u$8#_$1f2VIKJlski#U--zwI9>U+K5#Ps*b}+T`+WLGquHhr%k9l6G zYcrq3Y)yJl_os9m{pE3Fwj94qzF)nlpHQ{DU+60)@?F<|8Go%MLKjjwyKA%9vH4c~ zoxc|P6_mfOV7=IC)M}w_vqEUv6F1oWSH+IS&k5}S;&nX^UGV$R4OQzjN%zx^hAU`a zFxA8h@lcfiQFC;!>c7d zyN+ErxQz2OTQ2mCKjQdp>37;aLwa}W4ZaB4rB8}KGwy}-)o)@iT8Z84GdOdL(01BI zdJg~B_9wnp>v?{@s4@4W;&h>E*<9!brRTb}z1U`J0r{pC3FBOzw=0Kn9qlr1N;gT@ zrM)<=V_%^Ql>4eB>2WstZK`gQbYC$DPP<2#9XFv%AI0uN+?{D}5ZhRECJv_^$8_Mm z^3zt5UPb$Pn1z0u_Wu#TI!yd+#vdkMF7avXne@9Wak$#hNOaD2IyLEJo=_h}|8qE) z;@up^nZ@Slcq~E3-9Xyc!>Q=F+l}7Z{>(3PlZmV2A;!I#$I$WEgLZXWiGI7nq4K*i z#pmi_@~Kh8^L{V=?=~OCPp=^VnHLG&ovnrbd5ztOaro*>#sSz$?t?4%M(#)K`H?WJ z;=YFN+;=rP)yucuLB5em$CsyibLVsL7oQ|_%Z}hYL(%cDe=F}}ecn^m`wia9Mbwky z2z1<3-6wuCu`Io}y*Vzw0B%1=7}hiqX6COZKjTpS-qa4ccpc^5ig$#jJ>{aQo=iDd zaKBL3E*9Fwt%Pwl@tm&BxOlsCp_IqI@kC)}-$9|tEuoyAa)B^3J6RY@l+X{Rf8A6u zZcg=1{p^M4y6wcev9b9DqU&lD?eD5rF81MFqSLDNr|9*fmtkM})qMr?)#He>$ak1| z>bec%-gVBKqSLXMc6T-Z9RRmfj9XW=h@))&3*z@(tH`(UV_{g0 zZigAW#dgaN3hff&C0FnLG z|D!O>IxJMJsK1yh`bA8?Ch7n3|3kC$xeqzid*Yl+#g4`3w%f&h(|vfpY9sZeY`=9l zcq7M;LAUk7Tf|nQ%7tMV`fMf;XWM-IdR+2XjUwL+-WRuQoY=P06GFFprqCBrZ}Uyw zCcl1PXv)wZGyWf9t6sDhyJhHiIGFVNYbAQ7&dx#K8l&IpA^OAhKhf{_E92YTznM2~ zZ$rn`E5x^U$=RIeVRYO-&v>)g<5JH15qj#DqvP3ra`&I4x#t0)-HvUxq4U1zcJYV%iR;6uwA=g3sV{^zT{!+Z`tN<$R${AbX=iu;X&|;c z;b@_5lfJj`CHHe1^&+#C`|bvf<$lk&Tc}H~#~yl#&@FEz%!~ttqZR1~_Q?C^2Y&@C zKIVPQzRxq!aoy*y;&+oNe|!_#qg3l+@#|8`Dc_|*6gPo-2ZJV?`V(o zd*2f~)-1rkEVUzeTqPtj@LmG*eOiE(r4a1Y}2W%)wesT28%nhMqWEuztu>;>(QT{+1E>KS3tb(8WnR~+P@`JKM-4Q{$6xiwfq?UUYz!AnaH^J%)WQx zH&w*vc89{=x|KM5@w>t>Yq~JbLC@{>H|6>GE=z>E_9C8JN1m_Q_9*^7^go-9JYQ2c zwbS>%TGCzUEQ}*B;P~9Ou<8t<>U}!)_&n@ZCkVsP+CsbYCwa~`pZMKQ%Es|O@E(-z z=RMe;Bl+EA+JE%IG=8JsW#Tv0DK78(5O$i699CD09S?mBYqrATUxi_2LwWzz=r+Pw z+@0@X$N>BsiU0K2=kXt4e2T54UD{6i0lz**zSsZh;Uda^Tfd+9-PHSq#y%xfEh&fX z0NT&P4EifwBlKEbpZY0FC||=Bb)}pMYiRdW578cICj83pZbIK6kL%3pQ>?jM{HoQ3Lfe2i!|p`))V!m_ALs0q|F7H8UhM|b-|SZq zcVzZElyuiQ^+PXD<=M(q|0&_Vg;}&inyr+7uHngC*9zifSD19SJ@Jhm`z^nl*2VKH zlWuQEx78?g+c%}%+!fGH?gkPkskAPdY2TXvnfj|$Z{n)Z?Mm_MzUZ~?oAh}B^&r#! zR!O%@Zs+)x=(65CgyU-8E6nUGNxB+=zug$P=~1Cwj82Dc=tDg8nD~9gvqCfRMWNe0 zi~NdS8mxZxnFwGr?Ag!!l3zn!z{jMKbZGHDcWPysI$qR!~3jS z{~_f;|1P21-4~X3BfV!wp`T9tp*QE^pYxlP zXKM5=*y}6Gx9mF2Z36z5^M$5*y3h@pAoN8K;-8q}xDD5ft@}{EX6B=a9l9r7uSdKd zW^R-6*;J+e(uU}}>dkm*w;Y|)Vjy_x>RI z91eVhPS=?w%(N#9<6QP%^LyKn-r*RbZ?cm(e8md5m;Q6pk^Xa2{Ta`%4)JO@_=(tl z#oIi`P0V|UC5$7p^~Q-pgg{D1mvg?e_yUvB;kLwcGwj*D4(qns~ z*t+ysp<8|wY)Cu4u8pmFGrvOhqJ3R&IZyIs)=?+_)H{XQ^*l5Cop`qq%X3LUaL+RFDFM-&TH zt2=~dBIURm^}N`=>)**&LpdB)B|W|x9nZwYQZBi7VfY1IxAmdvfWF7I#1ml{ahB;w z`E9DU@w?mpA=F!l+rp|h#16yI3EK(X@LeZ}U$uHj7)KH(DwXOZox5|MQuN)gIE(zX z(D!f3rN?cr*mBE)vrZ*TMEh z&Bbrpp8zLNeuiPx16%>WV|Sb(>3RXjy8_xF%!Etuk1K+kuNJx~y@lC+YMXx->3#1L z+Wg@{GjSNKi*2`$7TZlp`aFaC>6^ePE(|h!8dOr^G9@%%$E%R1tUw);ryk~k7`mIK#abX{` z{;7HuJ@+4+CHc(X(eE(yJdVq`Ko~SS?)RXZZdX_F$IsEzIGlFxu!eX%e2k7~$Gh3@ z&|^LJPC3r*WSpCO`aaG-3?27H=y)87-&B(?{>JgK2j{m>QD1PoyK%lJFM*R72j^G( zS?u^C|Jzj86WdMxP3~V<{gu#Ey@%b6=cP70%>6AGK>9Ym3uF22)y9*=?~ABUX6A=W z`Cun8&eGO@U+h@35dThe+^=NZhhI5R{H~Dp^z1lxy|5krfz3H?2kq(M;7^oql~EWD zP_BpWAK>3fJY%-b5!)A0o@e&MAbrw(Dc=C0&OyiBuFJ(%^V!=CM1jb3n7K;3v zw~Ide!Hk>A?3XUK+Q7PVCif}Q8xyzNNwaq(ut4D387 z)Z_XJ-R|Z>Gk&M&we9qtFtct9I=+kfY_XViXX1!s#jnTgK(`Mq6Dl=L=$5nJYGxcS zI=+zg-2($#r9oOzssU~#MZUTgmydQE6lcReGlE&W9XmJWAY_mHjY>8 zPZQfMI~h(niS*HD3-wsuFFmFU_5$h?Y6I;=;UMp;sph(Ey^WkF%}2J2kCE>o4CT8} z8>#Qw$`Zbpsf-)dV~NZC9^!J_Aobt2;kyj0z9;{(9Ql6ZA@n2Wp%Z>jAMx9rL(+Hu zINy01N8_7NKAZ8B$G+0t)t zk}IH|V0Ucb_ZxpKbcN`I8}ugj^7%rw9-UXMo)z0v6Gw&_|2K}$toNSsmk8tVtH?hd zy>y+=72DRkQ0N-7CPi^G>SIeUqMlcl0R?Z7A=9d6c+2JD<#y(S9CBqG#cB;#4<|U|M&x7%Q$2d4&bOZih&~r8aO0m@juG9S+Jy(a(bGx1K zeA)W5-b8)Klzk!hSFNw&ey4G7zH$1VtF9G)tf4*{Tbv?xI8Y0J8ei%LelF!iTt|OX z7)Jk)t)IqyE`5k{WEVOfR`(R!rg@fjQfsmO;8TTqb3M3_xWw=KC*|8N%IjECMY)*f zp_}$I#5QT2WLKWz@VbMBdEX=$|LQ`D? ztLRtvD_KWQ%~RsneRiVP(?3Da$IKI&iGLNUQP*JCIU9SP62_ie(C;CPi?frS!am5j zxXgaxV#mBQg)Za>{l4!+zccF?q2n!H7P{R>%X<+=)PW_ngr-i4Ul(qZ=jT@@J)A;& zwOzVI{Av{OuNw6t@52yuG|qWaY`bH$&^08UxApGB?p#6sRlHBS_RZvPaH%k}PpvSv zAdYwCt;ANni1&>}$K#<=@%tttg_(Wrg|>1Y{=w8w&G_wNt6u5<)osTAJ#>N44Y~$< z#BKcl@o60P7```knE6a`&Pvid(%)2?zBd|^h?@%x~fPdTevr*if}`Y+Ab#7}lfV=1rV?390WipSFW*?!s| za(=h#dpKx|Fzip|)#x>1t6CokP1$ntg(X5ieId;D)2>A4)q3>IH=ay-6ZA~A>&_Q*0lGtWE?aI2(Xt87S5#+0Xuh3Tv7P^M$Y@B-=={s%}hSdLWD{mlQ zK`*%LdZFHOlhD?q-k`?~5<6(ltH-3@S;6nd;assyp^o!8s z9ulf~JXb%R{ulc;^*c2xja!>X{2f-K<9<(iPkujH-WUA_ad-Hn1^UTqv`dJ?!&OD(pWa;$rkH^E}eN44HZAQZBf{4U`Y- ziO2QkSH%9Gj&C0+c34gP5N7of+t>p9-C7CbA^HRL=GxdJ_EEm=+e~@4W2rFCepwi1 zJ|om)AH$x(xM!XAH`bepf5NIB9G92M)sD<(ip^Vy-&Zsdx+!&qwq6Z-yO;KLwIR(v zs-7i&o%7`X!wF*B#Uo*ZJ79jXFt*4S>e5q%ZXkN@mj8lIZ`>k`BR|Amzd-0Zvo5?T zyGiUYv^`AwyTsW`MYmnSi|F_MA=riaLf^H4P|ah#cU!qqbXm3fn=o{H3Z33OTxe{6 zp_|eZhJ0aYb{clW|0ca=eb_K;iP)KWI`F^{q3@b6)T!NF&EJnsFJB`JYZ&Kl%4l~F ztNMsv9lnr!X@7J#i1p*lgfB(MeUmqZswM5rrcNI3k3OCErT8SF8kOSM)iv@w^|%zj z7pD4P!__?ZJ#CZ&E&W?Q^{8`Nf<{|VmGG!UbnedY*&CjyFfkBcR{z+ zX!>tL_nwl^*6RcF?-A-gPYcyN;&DHneuK<FZNA| z$79|z`1`!deHgtQd&@@b_4Lo$0mty2mo*pa?6|49#FwfT?bT)i@mpqncgYt^J`nl} zbXB$bP3&-h^5p;5^K9Hef2HZzlJe*DRzg=ueBnPp=i_klXZG!sbbBFjnlECUvRY61 zAM<`p*ZUp6dvL2ztw%@nf=y!keH%z${WJg^ngJNgv7j7BHsl$}ZdK`KkYo3sNe&5qVU7B>e?+cu7!pks~>!BOpS+~+Wi=db&2ll-<*s@GMbC$X5gJKRg$ZJ*#d+8yY& zyOa1ktKVVu3A`Woq2s1wBi@4sDgGXk-jlOvH+PMAk77w1$>*C8fBWeju)F39-E!K| z)!9kEhh8TBkd4Eixk_x?0R7hE`j9@1IN621*q>OT|FAz?NnEZM5nsobiMLG$+R?Ld zczg+6R~ylBHF`)oKjYxsGU^2?)fdA3H%hv#NBh28-c9US!}Z6{sh7mz=y_(nLP^i; zZ!1)zevs!8x~1ng{1u-61l}9h`DW}67xUbfG!^G-VB-JuJGcOaCLxw2z?EGvC3ko<;h?dy`!vv^!1} zx_n9Eoa}=ID+|X;lS&n(>8yqFf-p7-JVh* zRIPdlO~-SgJz5wv^V-}%`qg6z^VD5u#>wd|%x7~`|17$0w$?%Khkb``tEEC)pMBWe z@*!fIZN;#xl`tG2PS*>+5giXhm!a!T3*~*u?9VHV#a)Dc&qYEzfcl}`aWeK2;&@wm zkmnw<<1W4yJEr;Et}v^oyl>fYcS^l3`AqJD#9177Xaej>{BE`m6gxW)GL~E~c36Yo zSCorwIue(w!%vCr2UD+z&A$;luKf*v#j$ezrXTY;{NT&5%Wi=w9`{9jZ(()P@eM)J zeN*b$uJdm4*HQBQ>amUaj`y??y7F#9)vLcS97J!_VRR}Rul=ulA5HmfjwLSFi*ltr z@t4uAZq85f_mh;raSrXCZdp6ZpT~%w;vC{C`&}xpA4J#njkL?FhtUBykT}ltGw7E0d&f*gt6vJ@w?sVnA??f zZ4~9C-LZ<})=&=!tE$PrYytjZDK4t}lGw31`Wjn2FSehC?%M6N7sQgO;@4^ZmaUI% z`;+cEPv^X=Igjr$Q*2ZHBK~32FMMO#BeLuGgc;OJVlnj>yM3kPcT-Y%U-A!*pTYl) zHT?hVeaX&u@)bPq*pqhh&^@ag+;^Rmbo*_dm;aIam_GMdbS8~Ax8G4;)0-NI-#v|v z+qYqyP5f;a^FCzezmu;J{ZbowkN(&Hy)fx_1^R6-CjO3R5zqRfE^>T$;c{VS-(}8M zfR4xCO2pRf&`;Zd_*j2+GycuQUSSEB!>J@oxWQ zX9-Qe6NRp`62{^bM=e_~<(Y0r+!7AFKsi@TT;z5W--IEly>lt?w<|=y{mPD#Kf6DR z+kKMQb_e5=+(6dZj6E5TtmZSX$ancl^fs>j7~S2*IJYo#jM#eI0HIPngkflb&~~~= z==Wfo_IcRTh{t_VL$O`?QNq~sC(&g;Z7VvRpZ058IbUqO;7MT|aWnavbP$^HC%_5x zpZk^cpX*J-(Cu;bqq}8Squ&kB6^0q~r@KKvC7u3K=%&7leVFy$<6PEOb>-m7wox zH2UresXzMZd*%I5Eq4m_rcJ`2KNrT?jMLC#QoDVFH^pxU{J;G>W5sW_4HvqG)H7Af zVPfk|qd2bqBjjuUtT4=Y7kex1>%J&Qt~U&!9U`;;Ja)HU!p#1}Lfvk>&`o_=7}qYt zE=R}zw|?uI|B62hIYG*Az3I=wINMOZ@9r)1EANJl$K#(ud#v60uGppn<-YB-Uu-q6 zj+84dpyzQe?W6HQ;&OXD<*=>ap7Q8w%A>F!+9%Evzj`I<`t6kCYBc4#x}I`Bj-Vah z4Lnlv`{&SgV~^nX8=@yJ{Fm#Ta7Y-3*9h&>gE0RWVbJJMoQ?kL1;qVfRVoj2(JQ-{ z`hZ*hJ;%+WUSRAF&bO2J)RcWideTMH;WM#K$B%`s06kS3Q~Y0AP5K1%*HphQwyFhV z3H1WE3p>mrpDTZhe7&lKcJX3iTpNTshxpo+uNK=(;5t-G+AUOXuG3E9x>f6)96ucT zF8oi`YY+Z)>Ano%KB`x_-#RB-&*J&(uh0{J8SjA_g^t^$^?2^HvpUZE5k98gW^z;f z{Q~trH<0(n4NN*-fPU+vd4EjD)ZTmn`t7C?f7|2GJ2x5q_S3t{?}i~)3iVgCqpJ<* zx4oz*{>|vP{#S48E$FFhh|cQLq~EiX{>~dH`C^N^;34!p)(jEb9D}ag9r$(IlwN|4 z$Im%WXh!`Ye$MZy`Ov(1gPbS34ty-89->B5PjLg!mvptUh0veOcamMFJ*=j_<(7XU z&rhjWg?iy5LN{oDFf_YdXsVhE?M}wO+3jCQIg#DhHt1(5H?r#s&+IFd@m_qb(AzxSm0dr?dB<(INJ9b(>&Q?Auc4&5&Ftd+6`4(LW+nh@J z%%g;M=^k`@>*vDEKDI)?rxM++xl5?WFh5-#X1#a4xfcE$=B2wqtoI)CW}@#+MhW%U zYlL=ZS~t$JzPsDKQS{sme1P|9#b1P~R_f20F-q+0{*Y!o?Lv0a)%Ytf6uNMBIzNe{PB>7aYwL)LP{3qQG z9akG0@EvzQOXzlA1gBn$f5t$e9pJEs5Ff_5uaR#G@n~kBOR-g&Ka^ds!`zbeJdICM zf1D}hja@={96qKTiajn8e>nYO_%rQ?VRbv~p~M~GbadTZK)D}#62JMT=!8Bh>Bv}g zCA)uA*pJS~IWXI=@28{prV70eYkuSZR-)^!A-W!h?G?Xog6%8NHPaE=os^fRAMvU> z{9U>q=zE;|t=MiV_bJXrH(gp^$E5X8-12pjPcK}{?{!(paoP3rRxHOqjsA_GNwHp0`YD2q$?)!!0kB7Dh)hMn*Z{d3Fq*VW^MLW1&@T=qt`ge|7dsyhZ(yx)7Z)lIF zT_md)<^t|}Y<`S9FI^iQk5@x`Yid_%iEg_)PvN;cXSoGW0yIcG&pwE6VFFNOC zd9JqJXr6P)EkajtsZc5OJhu2<$_+b-emPUd_*peC_1~2all0KNx6n<^7phvP;$QWL zlwW27@leoTimhtV&Z%m>OnR;p+IqJM{fZJ{EWQ|jKKkvJ)Bo+e{t5r$KSWn;KJ$Z3 zHF38oOL6yvwE$x4_n$YfKeOR}PINkO?PyBA#@o>tIqSwZ<&Wzr)5dE(Ij4(5v zP#BvNr-xZ-efRK_=y_P3+Lwn+mG?=vd0rUvUf?}bq^n-cqsZ*vDSo^CCh`?u0ZY(# zKb`p9_RkZ)sct9?2aXf^u1W6){8!#DQx=83D{*^fzp3P>AKtWoU2I*7zWXl3;c@Qs z;&%lLNgwkX$4#U^Kg^(?DKk%<>&v^C>zUX`sM`(2?)Nz9Bj*Zz(;##WS%)N3e0UM=){ZWHR#2ZgctN$kFq1FF?hv2Eo)gkg1xPv1IH%8_tYipS>D z&hDl#Ur3!z{GiWkO?lKI#aA~ISDBlcf0G@zt8>tK{RZ*6-HEQdLFl?)af+PBPC_Tt z5$Lm7>jgqctui9XpKIg+lF z;<8jPsEZEzrnCcO)^$wxX&=o0L8wb9U)@x6-FAYpIdlUf`L=v5^!tdPv;EX=8FonH z1oSxS3EBQ?-x$62P5C{$lzK=UPCGwk8|CQ%z7xVw^ zPVR^4!2PiUl5X!v&->}5CugSTb3D53-b1(5^+~Vu&XW5Z&pZd71zn>yVrTZZ6NdX~ zx5@T<>!Z-^&>dZK1Btu+Dcv~k67)MWo?Mr9Uk}eB{`G^=QS+x;#P61) z-{AoI9qt_{{%`;t5Bu*T-{hp@3<*O?|&*KQnA-j}v({-kt(qj%t zITnV|uBqlN7F*4qK{?lVj4+n;7y7|h3f-U!;FQxzUq}3{=B4<1F74;OhQJgIvQ^MS@c@{osvjKkl@-p73Oc<5Q|6=Q|Q-h2C{FZ)o%1!0zRFFAp*g+f)(1>#^nHk1ehzeO5Q2 zTV4PsUjPT4D>P;3z3EUNe?ijq_B(h#n|vV*%{~?C+O*5-vFN+aN8dyDYVtQ-Dzr<` zakDM;FOAzT{#bk(zcYpL0d848u~o~z;Gg=8&^P6OhE>GnYW_~~hgC=Loz~-f4Qc%} zliN-F@lapV^Y0U8=NYTs&nNp0p-THOg_-{nTaTmt)l^f?`ybFr)sl8`H!$gWT6Zgc zM!9WorM&hhqvv{DYCpWQkaBAh)Q=E{*xQNc^_EtW9)pA3*2* zDd>yI<$BaP(7p}hI_d#_MN01lGxbb4pQ(#Z=`FeZ?n~%bcp=pf(mo#U-$#?bAB>-I zKjO>iVRl@BsY~3e=A*BE54!8S65pF@^xiH(r*&zz9sfJI-(d#%;+)hDp2h=Y)&Y|A z*pugBw(Fg={q6kz>9+}0uQFj~pK912`aN8SdKg{zAC*eFK9BYT z|KZi-zx_&~`h)wC-4|80Eey?w$NhA4Ji88OX56&ss&1Fo)vj5G?haz#tn9iky6=nR>x+K7@(09@ zbM6wF35;vgTl$Lar}ZR%?QTL_nZ~F0r5{{xq5nHG?ppL#t*;i^`ix_XhbqPPU7+3m z9CnjegmEM~9*2(<+Z9@&9-A-Blt;qMI26(6%zhT=_pqmgdQmz4vWtao5c{F)Qrgu` zzfGdUZdpK&OBweTN6x?=_kd8%qg_2{+ST3iX5x>PnYI%?JSmsmvA{Y;S&imB_eG4-f-yQb9DgH3zMcC{Kp&LZK(-&26ToJnI_cGqY z?nLKRuS+Cdk7>biA&pbBj9bg>W6t~9@H?RzwMD2GtrceX3kpM5k=`1=s(Dprc_3I;;DfDdkOk2|agD zQ;vt!zV4e+e*04>uS_HkbN{(Sj?oV{=XK10RLw&*? zpW?+OCyU>IfbP4e(V=)XG^KAUaMJ7Ncs}Z3^w}=qdNb=vOMX+0PTPx56x-fLy(pZ{eF*n*A9bof8Owck zQ_kS`&iu1bFXTD^keFD(QQ6U(-%^NP4E-7cBS{bKkuO_TZWr;nUvZJ7XVw8AUoHC09rj1h z&DKHKlW1QLGtU)UrG3opl7r}O*QDbkKSY0Xs)U*KL$EhbCSR9Pa4-7p_mzrm>Rcs^ zvzZ_63g{O%9f-r@+!h?S?<8T+j7wLewu#<`nL%hPUqFASJuK8)*e5j(A1HRry9XAt zPK;kU9Q)7>!qDw%qmj=VQ07C(N{miVnM} z9}4xtzhReG3S%BRZYK7@?pa8BL-s=tn(^yy`H$%C@-NZdqIZOL(k%RgCJ6Po`-P#| zt-?6B1kSz~&S@#seOO;6wqPAtKkZl1Ww(re^f-rkY_70M{BbSq?xEZLVw;J*g`wL8 z@W2kRv7k)*s){_{=xLa`o^@s#_W2oSD}BZHF_Spr#K=%l|$w{ zDVM@k9VxG-QckHqh|9C>ie@6^yDP^ZKSS5U8g$)%fL^HU&Xx0IbtLGP*l(Q4@66)& z^^MK(XW0(Fc?>-Y%}$qe-<5pkvD2`dp!aqsdKN!J@6841oce<}RUe%=mUzi`MHjRC zcg1z+r|z38=gsU3!1c64Z`~#6y|LWSFzYBucXuW}1O4EXzAEKU^NrP)oKN-U{NX2b zTlb;95w1YDV~bQjIWxs|xAQ;Z%lxlwe}?IZUi-VbAMR4_ldWvQb)Uz5HpjL~|A*(G zUO~V0CiFWyPQosxeinW~zjbLB&a>!ppJfjd(SyZ~zYigO7y7LZ-;e$D2%+EefY3}Fj{SVn_1#I& zzqw2Ny4?U_R?q!jepk2UI!rG0iOf2m~ufxKLlq>TG!}Y{Dad-!@V@V_O4LV49w=eaZuV-A53r~wbJAd3Yyc&BG z{p2>E_H{S;2hms8Xe}&Q2&Ybkotak__74`@?;-BCJGzs;{9>U}E#c@>grPg}cRa-S zHs7_j_%rj-(cAjFgl_6u?8;Z+&hbLE{?6pTR_GgFA#{b^g`rzN>~Ia~6&DIkZcCx6 z#Xc-<%2(+0;n_mBY!rIky-aB97YcRXQ?UmeA&hHxqR$2I3)KeZm)ph6KeLO|yzwiS1YH6a96|=^r=!(mJoT=ZN1AeoScUFwb1o>W9AzHx>7`pKu`@Iif4;@IpaHCM? zFuv1tXifSm=D!=;6uWypq2F@^`N#c|-gnkF3`1$3GP$XpsuAPxTuAkUv|oX$MSs8Q zJzUOX%BU}g{R_pm{rMlZUYd_q&G%_{oFe}_v#++$bm%S&Gj9>PT|?p2M})D(bJ)9? zXJs3_C$_5fxiCA=*bO9JRDYl^x-IcvIQ0a|tx4#hFG@Pl>1^@4T`6u`NO>QIQeK&@ z=(f9*ay|~HoHy-@DA&?Fov@$$dfbKL*EdkknZKhWu|=vc%xEL&aW;CRlm5g9k`7Hs zETepkYtNGW+5UQ4zlGSD^`&9bd3`jxZ;nm+KN#JM&C!3|mU@h@I7N=j>b?CA{d6as zDE{~xah0u)-uf=+y?ciE-W5Q71G?;=g=RuZ|2{Eryk3~jH-P)ETJbyXq?6?LY=3k+ zyPlfAo9i@>rh3bd{14L){SHIVne;RiM#bpSBY&dxLRm;_7H}H=vr9STWnS9Mxoz_UhA>wW4688ruJ)FiEisR zZkPO~?j4-(Ds~*P}Ys@$}*O~r9RqItL@4`Xm^M=)TVz22gG}~GUb-QDQ zu3(qwY%KW*9nQw%wZ~zvx*ZOq-Q3nI6x-NygqiVk*maX`H~wApRQF|En=4>mxL&|G zbT?>|q}wH*2>tZ8;I!0kK4*y7u?C&a?6W7f8r=fUPwTaI$P?S`W*)i8Jx*-f=?`?d z!H+^y{ee);e;V5omxt~>#15;^5$c>A(yP8j$EU0k+U@g%v4-{9UHJ{9cfN%5r7eVJ z0y=Idq2p#NI-Y5#Mt}FP4~t&-gxGfRy~41Xe(^Y`i`cqNThcobhug(Ri|q=2L8n*m zfCp(;k0aS1-S1@_Tp04Kq{kX3v^xjGPB-8maU~qie(7#kLwO%F>)i03HlqDVwQkG% zI{kdoSDzz{>rN8taYw_=yvLdG$nsv=PG9hzPFyPVO&9RKj+}wL=P~R#N#DEm7u)VA z7KVf9yRLm9{v~JOZ`K4m|9D~Mehd8`zJts@eq!q_}$qLQ*;X*(CF`--bJn5Bh;BUM_7}ESJ zJ7A~SY9r&qV@-+^k44Y@^GVMyM9=NTNzdz}=kYA`+)qQ#?M}*ncZZ?;`VBod$E5QA zOv-=15`B*kUMl(YdFVwfq1~lfFz$dcPIjF<^oM5dDmEPa(Z)iiaCF7F(Z} zbT{d~z5)FYpEQ*8upipn(P?`T>2WwTZ>Hlb(QVg|-_bYnyY^Pi@1D$c#Rs@f)tY*X zc?-J9{4clb9P;l=x?Ryu>^O&dlRldJ>-Xi0U(M$^=zsEjTp`a-w@vz#_7gG3^pyNz z75e2X(6cb(dd@!_J#=^6EVjAe7NOo$CUo!JD)e`wpK2a@>Q5d>zC|z$87#J%hyLnC z_hY{{QfNAk7TU@&*yoQG#vaff5A}@?k)AtT=uhE%c2YU{58Wu|GL+HCq!JbOLxvfWBp>r6| z6MJg%?PVO1Z$i6ccAc2a_+)f@>qA06opErc>QZ#P^ekbVa}@dNqUU}E{p6wh40L)B z?dm3%_ViejbbR8OlJ2|ICtm^W=DuhT`r43j=X%_Fu|qR-JLY{Lb{x4_n3*3cG!v!^ zb#2<$)dtpYbDaysA6B0(^!w_Nzx`qKcXMh-U-paGaqic`FzXAUo4gKx4ePz>O=*1? zJwW_+DeJka^{vPseidC-y_ipKm$IH~%ws)Q7jBbuKdp;UZ$ihz%;Uv&1;3)h`Ru1= zI(&e={Z*lw&$@5E$pd2RQubZR>Ud^faq^97Bn;h;5SsDq!=esv79Dm|*k4VLTP(J3 zlE%H2(5`NB(Q$S7cJeRp0Xr86!%W7*srk)0e&xBmmmMz@#@R)1PKnUgy9T@XN}-$5 z5tg4V^n05M)%+Y`IQTQ~?{3=h-L6eyXZO!k8JAN>_q1zHC`yzC~SoA=RMu%1F&K!Sj5lri61dkrX-=R5{^3HTb zFML;YUb)NUxcD;X$?U@@c6MByN%NHbJ^XHH2D5R!nULxiX?&Ktj&%1P^#FA(x|SV> zt-eI>{qs=GL;qrP7`mO!^%SG`{>L-Lw%<{|ad(`~_0>ja?UU$!%xfn8Og*3UM-pF$ zwldjYHI?+(BKhlaoT=tK`bN(0n{fZ_Q|NWJKBC8Pec5?o?tT7;JAwL5c7C&aCf%2M z=(cWK!1cYK^yX6ZJKUe{|J*A`PwTCPk9%P6Lf1?+I_8!Ur}|TFl=N_4(!=iPwcFi4 z9d{e)FQD7@ZS+%JOZ**QB2G3pqu=htdnCV~HdJVic|e#MKPt4xjTX8S#|cBTM}_*4 z3Bt^}8~CqyB>6`PO*Q9n4eupinuqS*=en}%$GJQCf9ea`9o*B!>3Hr#c3(E1blgp) zUK3W4&wt4KZ>p%5x_8ri_b$&f7E^z7f$z?2W4=Om9YoXNZ+xdCXm8VFnYZE!4Bzvf zQ-!X8_B&TVIpMn!$GCw@C}+mc6lV6frJNakm(UJK{eETViLDpZ$G;=ZdksEru~0KkHf*Qg>lZi==0^g?3boqeOn-+^jrtuO-tY~a|1mn;k$L25-qY9Dy>e_Z1_=9}ktoni8QN%RDtx#rQXq zd%XBntJ-jVvAmypEbT}-hq%*M(7t3R-6iR&<*h=~uMh8YVKMYDCGqEh9Dnv8p+4#^ zj=LP%#pt+y4jqr5qT^xKaLMNeJtzzwT@I^=$79K(oNoa-Zf==KzGjcZnU4tFvZViw zIFIRtP!HWG`E4cj7PW!*H?wcC_~W6TLiGoFpB=}ZeXm`?6&#=Dci4QM zhwabv)c>SC$Gml{TRjXFmbBS9_?hlk36E;vz ztbRx6n|NWSJr_2=5C0y<2gi{`VrTZ@6q+)|3#rzO1JZrp7oE11tgGQy{6%cjp7q|` zlmfBi$mYV#{!2pNCH0#Zu1Bv&zlna&VceT)JrsZM9zr*W_H~n+OTLLy6qc3AhsTJAO4~Jg>lZ+LNoq6*sme!-S&#!+9h8K^(N+- zxv7irZ-=JiT(Lv9$6)uNLRWqh_OK$MsnbsAyPgaiE7E7t&YoGHPjuQ3ei}ArT^Oah zq2H~}5}JvOTX$2Lf97_rL7yuZ34K@QkE{8k#WvOGxS7yX?6ChLVJxA4JkDm`nO(dG zogMuTVQijV&-HI&+x*EwU%`4Yb|>T3GyU)4ce`2VHRyb?jU^5b-RfeO9bn%1uy2K? ztX$qxlZ$TqF3hhq6GrnMZ%FOP;UTg8w0ni2Tk1~=j0=l3)C=6e3)1<{g4<3M+Qoba zdJ#J5CV$O)y^L{nw!y2|%b$h29~FjXd=Hs%waLC3&gcVY_7}#y8-;pNU!l#vMW}kw zU$5prNP4@}9)i(>pC4RbuG@t?VOVuhBJC7*=Z&Nn+#^)I#|m|u zR37BKiobOb#yRVRq1(6kYZ0G^?#ECL?S!$WA>~bqC$saH>{G4q-;{LZ19ZdxfPUKJ z(DU#UdTyUg`tT0=;GesO-#H$A&9|yHaOKJFOunG`-RyV+_iwH* z9Jol%t2WY3;=bqq`Mv3Xr+rFdUefJLxUYIM@uokS`)+UJIrzJ;m-B^>`v`SusnAU5 zhkX2{&c=`8enD96m!15!Si_Wz_j8HYKC<9zYk zPN#DG=HEq+ZRO|a^P<;oH#mv+eAz5&M+t zKFl9Cbq7kiYQ;P=UqL&&9$QQNW+LtCs^xp=aoVR;_n9oVD@4ClFUF^b{b@dURVg|> zgZ}Zb{|d47n2sFRs0sF>8gzCDNH69@1o1$0PDlV*&m_P?H35`(kF#+-K|1B#t2nQ)^~H051`ZS|C#i8F`V_B z&`oBav^ci{|LR^s+W;N616rhf^+}&mBYJC>evR&KB_59>(Q&=#N&FMie&-`^6I+e$ z2{#s!-l4rP%tXgkt3QeD_ppA9Y5x^EzU?De^;dac)#&j;H+8bm)O}89mw3|W(=Y5g zKPh(1n?U*w`j1Tq-hW%aH|agQ2tzaa-{YJ=i>=4uE=@{p-s08heJ&)}tT7^rQX~x>b-~MZG7^=Dx+XFNr^{eTU;Ztr4n?n}x3M2chm$ zOUe~{JUVW2>xpf)(H*uM>a!XZhdi z2%dxcp8IGo?9F{Up8M@iNO9>!=yiPQCP`P<-7NGU+#)owztEjnj=w1BcOJT}UPZV6 zw=QZAbXvLlB!BStbDqbB3sr0MI-UV-1N1gKECmftCrMzR4wdmydLhQ z-s)HK{_D2sIcLXdKF0SGe0|PWkRvp8na3FCZj$fNulzflHbrRKQ=WxprDD6?t%bHf z?TvOP?RRkmaft6qIh9$rl5(UQ<&$1Wyph>IT>N^$d8vFkjeIkY!=ATGbUDmiflhCj zA=K?g2;GWI90c6;f7{tZclJ9~8$T31)|+Od&r=?S<%5N4!}Y>AqI0s(5E^@2 z;vsan>U*JH$U1LvIP=Za2FACk!w;d;`v;J(Z;Hc*(w-iMu|KNLIZ4uOCGogY?5h@A zY!&@>16K-_S}2Tpukk)lC!Tb>7V%!!se=99;(gAq7KWkZxAhpmZQ7&rz6)`@E=}LV zEGzka(X||3NjtS&g1(z-#?kwxKd1M4o6tA?RA|Z=PZIV|6FcV7ex=9p-MGoAJ!|gc zlCJwcB@9E!?^mSp>)o+c%a-9zSM+DuM z`*1L|vk#>n^uPT<_A(C6bzUL)^ujOs|NU9d#I#T4$?T)0e9=du=dO_WA)MAk{MqqW z;g>VT4xc1FPkNNuPgeXf4?PU0qa)!;bk=O695iqC;&;-1SL$raPqz%+aCf33;bUyQ z8OGnq7k)x_vg57n+myTRJ@hG@mVT!U>Mg`idJMW1TTnjhEtJRMG_KD-kG{K;VE8y) ze~RmU7j)k|hF+TS{7?NAI%@hA@W1|*;^IM2kKw+A`>}1Ols@?)@}Eb#e?IZ#be{i@ zt8)+Yx#<7@B-XY`5|S2^q+4s-w5>yn9j91_w6{Z&G&aOKge0Mib3)R#u}Nmz<5~rV zeMxjHwm0;9LAS%Wx&1V>Q!Webm+M1&Cz;P}$MSv2w+8U{iu8I7zjw>q9;E*j>a}Y) z47PfjjK20~LTo(0a`pGoV?Yx?Hz0=TLw>*rqFXy~A*Wg+Bbv67dp?b(y1&qaOg6_(FWuQB^5!Az$fFfxM+2;Y!uMFSAFWdoJ zr6z->4!?{0Mwikq`3br#_m_kI0>{?Wr=(^vfgoz|Ow2Gxcm)bBofXvc3L=jDU83-#MoP>1CDjrbq? zEUvRM?LXrGy$1W6?hM}5OL@2Vc|uO2AZwFd1Njk+rBsu`CLWN@A}!W?Mu`XvxIsQts4?I)7DpoeEB@iH@T1JsZX8v zyY7K4%6T0#BIwjx>|dJancwD9*F=Z|9*v`_V(Os2Bk198p+A2eDO0GIehTY#`Bo=h z|FaID-_3en+)Tf?B&3J9rlOqrao0k29N7D z3$$CQ=T6R{eTw>Re&qQ~4$tok*^ZEL;ePYkFW1$n=VC9P-*#mCCYtXj41Z_y5r3Cx zUsLx8+hI<&z;*Sp+d%nMGqOr3A7Oo`=u;hj|7sOb6?2}7+;;%wPjCJhG{ae5?de6Z zZQ`RL{T@)wW53*=XTL+v<@a(qa|h~)XnbAQoDu4gexMoNhV@8t6WXI{f%;e+=(cel zyIy>d`n^8%%cHpLX*1wg)wr*U9ow4vJ^tFDa%y-NGUJW$OW56Yr@ zgWZuFlmzM;SJ19@0=jF*?4%CwSp~`g{7x<|vR@t>kAvSWzm@sBTnmayA?~U^N1e?% z3CeZfgSHF5lbhTSk5z_#`4*0++s-*5UpG+2r;-OH=(dOb&+<5)F8cjQJr=1 z^{`c->`xuHrypUyCHI4(X&2DuH>W?NF70}MK$k@l=e*n zs13@Q?2pR?w~8U1=KY;zs)ydKU|b? zKUBG{40>&be+J3{j$HpA`g5NS{$2S0ihc({llvp>=_f(I>NqH89tLf_a?sRa`_^`( z&YRrL@arLLALyghbv2)QZgT#Obl<2YD3Y!R<+{u1pG-aVD-Ym*uZlTe&W;J+)rSXN zJ`i+z75m$6#hb`)$7}>e(z`r<9>>$oakdLo%gyk+GhZTcs|vFdZn_dS84&AY+J4^j{D}uf!@qS&`FdjYhZr*1Rb<&-sZt9`bQS%e~_tCh%jH6$_Pru0{Z7JIW zQJfXMnD5DM4eZGNpUVvWzz;~hF`TCk-)A(=A;02%nhv~g{UCK)Uds2Zk5QkZxZ>(t zKDX!_-rIA0&+^ide7}}DE$0TED<{oQq<@uqs25ScZI?%IoG7D?izlh$`WSWG{>*;2 zPN%*KLA~{b)Mr15jMjylkC<*sf_|?jZT<}YZVP6DCXagV|D^4wg!A1*{Wi6EeN%_y z1ac_;N{?-qGc3E4{v~9@ryx4eLQoe}!ud5=@KGr8`}o#Q@fqC6db->5Ou$H#-Z`j60OKRN1$ zzYklid4syWZWTFjCFssP1)3#);s0um3zP$SE6amwQ5kj=UtGRPzi1Zn#RZ*eTZ-dF z8TH(rV!z$w<DbQoV2iSb zOs{<-=zeQPf1fnaXQhL-Ug$>-r2dG%{|&z$N_}y^vfi}yvU%LDp=4v~imf+_b|H1e z-^hNHDIsNZ(rsrxoz8r21#NYRdN2MC=Q+=GQ5KG?pkGYq^>k}q--dp^YB3PkkK&c7 z!$BW!BSkaT_x45Vs4Ax3`<~Q$XXzKAJ)j@t^V?rSyCBRPFd57*R`=rdsxn>7pxb7sp`|!WBU13l0KIPZcb0MhTZaLd^(SD|OEdP)GziiK$ zS`h9|Hy$)uzbc12mPMASWe3tfUW_@=}ety-0(}*8_A(xu!8e-{mQ|tSI%*K zU9P(hwi+ZrU6cKAvxM=f-A?Ma-W>Li%$Wt9wkO9>uh;dUey1mcZrhchU-=7ldC*tX z0@8xnPbzC;*IJ;c`4RyLf38)vp0xCTNjD445 zdS)BiCpf>&cKj21E7lwa^{^de^>^uS`XA7Ze;Jf7U5`$mLA-%WX%FtE)rY zH^rXhcX4?j#9Kek`E9n|2I#S=wUTtyao=+)>{xvV`tuxD*VUWB7J}>1Y+a78`wPE7 zm(@JRZIyF5&K}!`41QO@eb8(d?t^CQwWf|=EvVgj+HarVkSEqjaUbA5Pm5(uB zw`wRC|HRFD{z{gY+AKGIWet{_hl36|>XIsE|6R`gise9j0P0Pf$n@o)tjzD}asYKu z56ggG&2Pr^qH91~uQIvyCzhLwAQ9V7{KUa6Ny%F|XT&?F_xB2W&O}ex^4b0?HJYdwYuG>`G4w`DQU+ z)=JQA|CIR$a=b$iW4}DwC)2*j_h`3P$9omMYlD8*wV-+`^gF^jEV1@h_~oqDpqtnZ zjOMdP-=(AduS8ks|NNAVd{IByoumHRPSh8lHJ0g(SRdPZte>NLTD?u%v|~MOJ5py{ zeI6&PgnGMcI8T^=rLW|1t^tpWt^4Qww&wL!D)mlR9}K_Ar9R4m)OQt6>JZmctfii+ zg=7@(OxNUb(R?cN0@GbXQdZ&kzn>h&1AZfYufX$UEM7D2L%zxJakql!b=Pb7-A>-8 zDt?g9@my$^jOO@5^nF`>%jffRcS@P2K_(7yPZ{|A-8cALKAAztrQ{_k{azCY2I@6~+N7wPhwEb^^P(B!oT)!~+) z+u01%!>$MI(mG_=-`Ccw!h8+>MmZDHe+cDmFX&f>@8T(JU)!zAm|mIfZdGkEY&AcW z=do<3+tZ;P-{dl;r*a;RTd^PYMO6Qo_G@9wI0L$!13_Bzc9CW4 zsn0tXgL2)Y^zR)8s?@%q$xQ)mz1pB2avpkYayft9P2hfLLad}-7tRK4{!mcO=RV{r zyA^Cv-jMk&#L+H0MZG@wHT8KE_cb$Z-=J=bRWEb>+58=#LMhj@!--I&Jb+fxa=v+3hm! zgJx>=rH&^z2W1hzm&f*-4f?zX)WrsDPuB(H5 zW|RQMYWB-*;(w{zN8bTW#tYQz2~+4_G@RTtkm+@LgYuiYEI;Y>$zu{!gK4|ps5dI@ za`^pS94{7q{$x3syPw=2^gNyYbiMgi_-+17P&6GH7}~*=IIb1@J`BHZ&F|H6Kl|yT z>;%h8gKt-v;X3{c459J?*jd9)|2J~>Y&MBed^9pZ$uxC z@7j;4t7-xD#lFaT+5XIWT3<<>P*<=Xmv7M)y+b{Ik~%E}^*`D_%l^#snIA)XU-sY3 z)ujEDes!3-Z+{N`)|NpJ@1jn+m&1Jr%JqZsd^+sUA*-+*;JWd+s2?n5gnSQCKO!BL zMbu@rfc@uaf6ssBjfed{WfdN86z?P2-%HM>KI!jyzrJy34~^mbl(YCg?N&Zl)SuRO z@OkaeeEw)2xwwSy({*EiS{;0X&(~@i=+01=MQ_^XICa(kK}PY|+%~4m{>*Q3LcT`R zaUNM^Ca5l_j@zH9<8~Z%JQ{x&y?LDM&-2CBiSRy_vz=gn=KsL=;_q)9+ktXGcrVeu zDT41$y&c+-wFlrl_FA@+%r$*@-klsD(VM!#Hp4rDBB?dgujl_=e%%PR9d`{F#bprF zE}$HlJ8)ek$Db`#a*Qx_G5IJTt}l@-wVGz$#Hgjx-x9J?f~`q_y=U$Lh5wsJW$2oN4rZW z+6Ot`O>eFVTU`7D`fE=f2Hix?Usw7K*mB=u`ZL42@-oJ6^*!%k`oPAZsl~XhZpB&Z z@TLQxXbf#|^4f+e5&u((lm~Ycnpj&T=&n=(0-KLw)YW{Azsx zF_+Q5o%7fId44Y!eHa(Uj#)@uP8tik@%=&Dnep885XOO#Gp~SO_UC-JSbRe0v8whZ zb$a6mpx;$UogOfo>GN|yw=)a0iS6l+PouwUQne&%H#rf0y*QpcdJg469b`LM zS7$kM+xeZ{bti4&`B2W-?{)H7!Wj29)bM(a!Awx`v^itYH1=&T9B|8|s~^M%~d@Jq&-ee};OOI-|d% zzL*ZI$9)s(gX_Wi-Hr?TQWom@?aZ&AWBu;BQ@7;3VO;p~p!*+(`ah4<-;=U3+YjbA z??-9&>+EUjrQRIIXTvzH4*P%jn?k>La?q3ed7S);emOVj?M;ENQg2))&u4xl?Km>h zXEB4v{}V_2k?_8b1s)C8yO+8h?eD3oQNPu_QtZ@3LK8T|j76D$}0Zq_$SU&7-nA7i<~ZlG zyY5-E>)Zg!{`_7pR)0ag&MykO9reqnz;?^K&|i8p=qGVp-FEz)dc2---eU1pVXK2{ zL3bvP_Mj=Csl|0@elpjgsg^f}bjFF1`+lP?_u{^1qThDfjn;#zWr!1#%=P7NJmba{Zr5+zy3AzSzXs2_Yn@s6Xe`XiZmWDWPQ@MWJl+=J< zRAPKqSHXU{5FbN__2%$>JbylHHGd>%$Fd)8TzlBDILb^v*Z_1BE~h={4D>g)|178m zy$^~cu1B+5Lx23#WcYm(#)wA@9DZa$DzeE z&LcIo#xef@_Jc)oC)jRVGLKK-_bcDC8f-HvjDOANd^I_j^G(eb_UHAcn#iYHUk&clE zIbNxcu>Lf)S-<+%h9bXRMxBcEM;~Fm9IZcgp}v;4v0hhCvA$PNvHlldlKNQCgRvof zF!ewNeX^fU;&UnLbkvWR_fyyGo$TMK1*9EAzwFQUL^N+oy-j^L!$Z5{bLyo#!|_~u zE$?3sqpe$!s+jp=`!C`?U!= z`e=B*u#Q`$^8W2hd>%iAIw->Wu7Bp41)X-8)MNb+bylt?ec}IS-$g zUDtd)=y#a6t{T!jY3?Q^_;hEx0X=9Gua>4M;Yf$4t$b2UJ~|IS>6q{ z-pF`wz6s;7i;ET1-NbJ}KXn_Z=5HVmz6|P3(Y!b6cq}eH{I;$FMKX2V^D;+0ZfZd_?+MU1=K3?SrUUbJP9gKde7892xSQ}7bXQdR9`sFifu`hbGIuHH zmh=0#Y|i=Wwv_vz#o}`yT^+mz)JH4R9&{QyY-)W&o$j@j`n-(u-Q4(v^zRA#s1$G? z6)}x*TYcf}NY}?2@VLaPpvgEH^qBMC?3njptA(8Z7TY%mwk!(!pAEa8cJtdoF|8Wt zn{fS^So43><*A(SX7a*!@`caAFAqEk+LJ?=uW>i}i*6+c)MfgZN}yYjfpX&-wkB-~ z7{$Rfwd=!{w{l!q&SkqfT6g8oSD<{@{LoJ?+6r6l5B=6d8(Dt(yaMVYGeN(K^WOEM zdtuxBZe&M}f4Pb#%)goXZcj_tZri^=HHi9b6K{s?8!+NIPn z(}B7a>3H{BmAWnZ zalAHKzoegGJ{{Ic8OQV}o~YYKy;N!ctDkaC(EWQK|4pP^q*d-SsPZyzLb9 z_G8kFBK1|_Jk7&#KLr2#JYO^}?xOi+VO&D=;r*NA)IYtM?I67|=w)~x_UG_E7gBe1 zji>ngq?2wuDar$r=J9uXlD52swmr%BZhs-2Wx8)1jw|E&O&$Io!tnQyRRd>J&uy1* zf9LqVZ7HAIj^TTf_l9;-SQj3xOVH0|S^k?x`Mjx&hh^!=LY?LtS62$ z?J_}sp%bXI;`zF>Kd#%P!M631>EC$+Xxd#1`aeQB*>Vo$NmXO{QVE=As}~o-uQ#)t zib||UOs#w1cRRbX9QJGh+RmYVSa}`&ldFItnQ?GJ-8a#nkca7pT``7|+da?G0P*O9TBbt{*og zobM(p{{h{VMJLDsUj}XleWO=FSMd}m%0|(i&>b{&IA7h#D`DHM=b^W*;20wICy_NN1F z=j%besVceo)NCb$P^ovK9O*@DH`{TkEMGZnH@gCsH!DM~CBs4!eorxMP7ed3-d!tg^#--r@b~2YG)o zn%{kO(CN#lqpBL)H?lI{gI-L^uY)}#yw6Xc#(R`i`5tZJLfG!tMP%1!K-Ds`N%JG= zZ(@GGo98i0`2J1paQ*(_zBKPweaqh?T7PCr_#TX-j_Zf`eZcp87}pg^Ibam`-9D^g zNAm*pqI;Nrg#B-omc{fC7f6_%u*DkwPyJ1-M`V=_@Y~VtLV7E*FY6WkKHIN8%v-mo z>LK0y#Ck=%9tYcJ9YMMJr@SStgf07r@v_$JkL&6KLOE;)`U~s_#P-djKg4;oWB;Ju z<}?1I*voaRa^HvW>mfzd<=ND6H+~ZHhkYN^{4PvimjcH2X#@49%R{~s&}Eg%_%L?t z7TB)fRqA!qnIS#Id)t%7^agRDuD%y~?57rylh_}RwO6Ur>0Ey%*K_@uK0+Oj?JJCQ zlf(ILZs(8CU9)93DEcton;o;9x_oFBnf5R!=MDsQO^&O}{p^p6>C|ykB9Lx7{zQGA zy^p$G`VlC^YoKcR6lk`LAlruZ7ejf6im~t2)E47E;Gucdjcpqs~Hq z)rS3`-^K6bZs!WvvSOr!KgI08+1Ca zqXv<3Kfmvrl4ue(; z2S)pey9rHU%LBL5-$a3GVHetssN=5ty|ANs>$=7e*wK79n?Dk^d4c1{;&t}FOh%~B z!+sbl^c&?|>W$w+opA-!mDqPAoJTKO4BBf+@x`;WmocAykos;)sBbRB8*yiXzP!Ws zf_Z_uBmNG0*PPeY?~`&C^+{G{J~uubcY^2fyJ$z}*R5%b*O_j9_+P5SL5IV4Xw@Pd zzdYR6VN$muWfi9TF#p?4U`xNDYefivSE_K$_;`=ap!9E_nN78NMd-IK- z!~1jHNdI^)Z1X`LsOFLSO8SN2ar&xop8CA5ZWZpU1K+!?8?`&A zNMifWH5iTS`5T6V;*AG+{e%ZVy_nVo;vQrJT{eZ7xTZ<9kiqQKNV}K-(oHG z+yB9FJ{iY;xcoYW$Hga+z6t2>N+kDO4a)wPgEsLj%iF=PK_}m0d7J$LXzNY|eUrgp z^u5kx+(>`pE6765x6w6zgx*H+qfFj5*e0VG6v?m9KF)ZPYCd&bwY;DH5{{?)3%9_I zwG((;`6aY3oP-|RlY6Mk>F!N%P z{G#kZa&;##wqF5g>#;vB${BxM4*Z$AoA?E&s%-{E*{h%#K95|&`0J+ay|CSc@O`{y zDr`L@5%jC7&_2rkcx)XL^w>?E~L0$a=+Dk&5w=>jnn@=6L%NQTV z6?8>DcZTcGd=_@nzXknazmX_TnQz4QRaCE< zEur3hU>NfIR~`cO5%#adm!ZEEecui9)BlO{H8<4%r9nsIs1sr@b;GX@r|8pqkwLH9114_mzx(kJqIvOlk<;;C!qL)z|a(63Ew zU-({RY@d3Z$KMqg^;3h+x}Ch9DdF|i+kp$|SC<9b(~kD>^sB=8RtARa$>!lcZ{z*= z*FwAIG=KmW8-CQ`rsd5&|a1ygWdd)-8yKddV>BSyj2SB3vi;b7RY?~tIl z*q?SvUof^`6#dE6Z_%$CY_p{+=zDbr<-QD1#kZwhh4qE3%Kx`7q>h^xnj&3%*%);7 zC1_66rXAMH%DF5*GKJr*Ov!eXFMpo>a#1!Pwmv$B{#{w1?B4>kV`>M6d9oe3&di;o zev7>up}#7d^V|H?JlJmeEHE}NllFGbZ&QQX!Ini$>6f)Y-}3@>xcCU@CQ!%4#kXLa z_61B&TSO*I1${5ZiIMB>g)RGMFuj=b+3jiSxf^ex*KQlvldFaOsOO>usE1I;RkjGa zejK_hlK+of^8sj2GA@iBwg`4C&H=eA%yY})_i^8=8T@L)HRL>wtIN4uk7hd_pbpR5 z2HLvoL0vP9ub-R-+l095W=VJ0avi^y%l%g~efU}Euiy1G^|<0Aa>W|Zj9Nka+#*n= zabHtWJ`lD&nL*}X&wOX%$em&RS^DSDVVn3S7;9(Kt~VZ(>o~5iTl4$4xY&yRnbh&v zI)B;+xQ~i2{Ej-lX&Y!ybH1A!&wW%(E$X;F#{Rh6-;H|jZe{+hVcuJf3)JIDTu<&N zao-eMZyo(B8K>1xoeMh_uOaAm7f{!@4YVDvBgg&;-F5}vQO8TRQ^#u*gZ2}S--^H4 zK6htXj^!MdTX%gMlskJ}(4o)%1zUf|a;Z{TF6H_f@JI9IL|^Kbp&RAAXm~@6&Dq^;RC>x)V{(@o=BTc6yYqH!a6;e(DNPlvAJG#8+Xp7&0+JM`u`Ja3rK zE~XjU+a`mt_`{%SH;!z}|Bas#>9}UT-v@xU(>=^LsyBJO7pM+(2W1ia-}1ho-?PI1 zba2q`qSnkeI}LQpso!c)5^Vb^b=-`&k@+f1P#vrb>SHV~@|!A5Kkx_2l}h^-bSuKR z-a@wX?Wrf}uVBC2Nq%3`8~J@)*NjKHSp7Y8SEVtovpv0zx*S&k+Wa{oo!`Y}W$L&n z?*_jap2qwGt_OAXE13Tf=dJs!W6)ukNcH{)aA5i zz}Pwz^4$HPaqN$qT1l{D`(uIX;3Z_*FVy2A_Q%a}&RNW6Z7g5&7AjU z>ihxy)kpV(DuL_I_Rvwo4|{MRRgBd<$7|xDa?24G7@_2 z3c8c$Qb2u#^VWS~nD16`jCwBjklWs(o*!8bs?hH z_MOs;SZ>AM>v5d@^g2+zT?Z6pEU&KMGNzwoe>RFA>l?BCZ9DE@Iga1S^16+BDvLPI zt!os+uWPPnzGB+ZdQ&&yL#8kKgslD<=rVa;k^DK23-fApjlHlVotDjmPB;DmezSyh zEBM_&52@hs`cKf`E%2Gq})P?xnZo=dAhjqmMJat^onG3)Ami<)s>od%^F6dX) zNUx|fVl{P0r3O9f9(3wj+Wya=SFeWr$5y|W+lJYqWOvv?i5jJhkzXq(!Bx%8_CNIxZT7xg;I=WhzBM{`gSpxR|by&pbbXe4#I> zs_}oOTHFOY>WAyrcfz)#so!#TJJ@~_^;?8Eg|;*Q*Sgg$NH;&RogdAkwTU*^NW&L2AQFnl{c>~(V`F-3h z*$e%(^%zf54p>Tkp2_v%wr&n=v9~|yD!PJxYICv)=c$Ww&Tn%KPD6Kn&qJW?vYR?w zv=LMZ%RqgU{qWfOeAp&~`Yro&U7E>Ag|0ZXLarTRh^QI2A zXL?UbJlu4^)`TP$8B{ALUHQIYEy4@NKQ1iv0~3y&Ym@8e?cU)0}S z$EnA)%0ZpJm0Vl|x`LNMyKEMyQb&TO*1tiY)q?3KspEc6JZ!n2ao$83zmxmPA3&Gw z$pSDo?gGZ|nQO@L0<`sxLa*h1_Q!4h2H1X5KDlc) z`S?hbD>ayU;r|#K%GraU`<3P2XHnNhUj@Ivt0j*+n9TgQH3iM6M)W5n(ym<#bUlLZ zHHl+-wKFWI{k{h6$=#rvxQBK=Df*DndN_0ZOCGm|$LTQtPLz50RqzJb--qNdG{#&s9A8;d%(i(fxm^-==Lx+q>F=Zela$ugCFp zv!xPjIWT+|ue+DJJMd%baizCur>vmehw)ltaSvhZ#f;Y~nzjo0{{_0tM9_BR`ZRZr z>&tzwF#oMdSdX@U9Q)tdeW~LYZl|4A2eiw$4o$V>__}Y*^=BsMIq0;w$o{y=9Y}jR z=c~(s99K7vIS5c+jYXjBzYO$+GeMC&miDU;qg?5stPj*+>W2M$2 zUEJK0cKuG|**2g$#B%Rny$!bf>L$=PVL6urS-zcRxt6oyk#0t@-z(!-u2uYgmfNtN z-Q-Ze&2hHdRWZ~39*)b&{)d?V0KaSN8pl}9!#*-*6m{I>QpcVAmHGFxJz-B%$88iJ zXApJUs7r8vZbBR=lB&_}aV2Ow1sz{c9oJV;$Aw_MXFmz;okOf2{gf^|?#`gsyQ$w% zT=HmLZ?q4&SUnK=)$OdGRq7bn;v)52wVVoDR-OU+SLT8)%%3tj)N#{+{XKa<`{jCb z=*PAXy4Rd~DuN!_(bOs3n!06|1^p@u`c->1?<3f1A=Bk8q`r#z{O)j`8f%bW4f

rrQ;zY9|Z+BYmu zJ}n9Aj;!PTz{1p(^D#d-C#c#6pKqIy@z3e==9b|23eVwhqS;f>*1iLpDx8mxoTtrr z9{Rk^#Xi0Ko&K)h<$622k9~SGWgW)*pMC&EarWuun1zfVWuIRD@GZ1jI~lb16G3x> z{_c+sVP5wIWo!23#fkPIPG1*qen6eJIw+db$L*aMXkCeQx}BAU`f3VLrs6s|lkFJ% zSdHg8IUCLT+|?V#cp0vLSMBQ1&ySP<-Qk>M|9|Pzu~+ERiTeY&e@&L20v$QW5Y$&Y zfcDM@ppz9q(~bMm^ak!bH`REqoNVz6d|D>({20B3=fU}bJoi;sY>m9`P=~A>&X0-Z ze7Wn-d(dng?@iH}yV1|@GysJt1DfjebGd@+;as0<@L^y082xxJ_ou0Ki=a)9ub6Mp z2h*7@u*Uy=4Q{mfc9nYajzMoA+m7w2?D9}CP{&Sh;0Q}h(X20F$8b!a3 zZ_jvAZBU#n4%%E9LF4Yxzi%BStFHp>tO@u%Z>rLt++0gNZ3*b)GIIWppm=jG^VuhZ zz7gwGmv<<~SPd2u+IKKy+S^6w-53%c(DZ^%h@_jt&!sm=vV!iGQb%yp&KjOIk&A{Y)>TPeXo70yS zpX*c!G}+66{uuq;%@6D2Hx)tLeMWzG{X!kTBtPQfJIUvBhC04F=ignw7w{)B>=D^K z_GW|62oo_(@GyUGEvC#VK;h^31IrB?C0mbnS)IZbTT|WA|-CLjIbH{<^TLsEi zl|a|`9maRO1?qQWm>)@>x3L8nuaE~6O|pXOd^XT@eHFB`(o?%sF@gLf)Eeu>ATM0bDw-o)(Z9e2dvv| z&3=fRZo$__d<3m4H3I$O8lY$v>hs%gK)cWA=aKJ1j(a^7nC$0v7VC3;In?K^>F25p z&!4fgcz;`DUo`w%S1t~kTj5-}h3vEYA>5zl4sWMFR}1^kGmeJ#gLux2y3ib2rDuQL z^x!AUDox5tsb?$OZSNio3&ZC=dAJWgGdB3V?#{KAO zT~WkM^_=7l*6;FM3TUPOfDh{|2SI-<)a{r52W@U7fhuY?d0{XpOY$C8nNTd`xqdEk zKMnj@w%|Ovy)%)1U8e`xHx4w@ihzDdYQ`U3q)#7rpgcDlRBgThb>%Q`Ub8B6unQFb9c11yZg$ZBRpJc9 z{lZX>W?;SR2hpcY)&9sk$+}-}`GoJu$@*D*$GYFWPnw+^ANg*=IQ=#I{(d0+TDBzZ z?(lqZ`k+`E`sVFfNBhOBgXP)9c#mAYiGPkq>-qDmtp+l*w%a`ktrP#O7SLy415bJe0ihX#qy#U7f!8t%1M_+f3Q$mXv*6IEk`|d)V zrEeZSMCRWJs^^xCSc#lZI`FYVe7qo1V5p;P&{a%3n z?u$H!FNxw$=vQ&KLEVXUybeAuOLN_wd+#jra`o?^%S*raM_JFi_vrJwqT_qAY~=V- zt2loCQu5Empenlv)Rh*3q8ZP>k*B%tPBb3Pe1*ZF%ikANn*MHgx2JyRW6)%63CdFR zc{%cZXnj4F`L3+v)!2$0ccvVu#=lLyx;W?y76J7ZuD_Ej^D@397br@wuGg38@BRb& zx*Gc@{LtjMNxz)SI$o}%zl#w+(>I^d-<_nti=p&)KZO3SFRu)~x|IB#^}9OH`rUlP z{=AJFi@f+X%(s8aKD_c8@#K5rp7ptJKtES& z=;x8&Z}4jo!}{FK3-$Shy7ciI+^=T3Wr3D09@3u^dCrU)%kyDP5AHLM^b6_l*}Bo! zmxT4}LwLW7nVJJ}vHTHzyE5x>yLTo1Sx;bm%K*?FYzf-9il9vM8kz7Me(dsvdre!f zr(d6*PruGQfqs4DQ&1FZLY}NliWtz|<2-ug_XYj9+C@;L;J!6`XAQJUoCEqHp-z9! z^JMe}-k%nkm*u$fg+SdQ1;-aY55LtDx6+4iEdt#fu5&kTD0FiF-R9xCcfEymyNqwb z=dZ?bT+eqwzpw&zo;N^wE)=GQ%kXdah<+{;R?y#5I{v=@c^7%~0Dte_KLn~Te0iDe{ZFKzuj;SIBk!LDza2OZTCSW3szmm$8!8y^`Xcc z$L|9>i*f(@D8xmHugFvE8`$XC)WhkYHkQ7vx9maOCmjSM=V62DtF6>k_&wu`u7P&_ ze*|?VQjTWaPG5((9L>M4{bVz=dWY2Q8Ta-1-QXAT=es`NW1LvV?*vzG2DHu1e+PSa z2=n3lM75=_NAAO7JSHBLXBvU#=6lqq74yx@gL*@0Q2E!XuS7H7jJ~cjy~6n9f8lp( z{R7ZHy+r>j@C)_x?V#PmI$f@!uj`HT5LanAuP#f`*X8Nqe7+8S-4|lLZgY1nW7$?uZ!S}Rb z9j_;HeO>Z7b@KPD%#Y0kilMCM&29R-&p9FO! z`n0$O~} zI$o9ijQIlHLEn%*uPf8v{onL=|EwPJYAow{xvB=VewXv|@=WmeG_2>%HrDh0NFk2v zAVJeL2k1YDVtmp|pp5?;z9>%7-_@Ewf`4)zUVqJXb}H%@#Qjmu!@KwB@2)TB-{o1( zzuR45{yoEDj5ky0>+Uc1<5k-P{=AcYK(&^BZf7;5ekJ&MEcdVJEkzKQXE=W@Q)QxF zDL|ct>)}L`L-1wWlYZ_8g?;H!Ll_VBxyca+End9I_`N95?dN$i^2{&rWqW5WeY^hj z;L}{kZe!a+%TzokMwRD$xj&XM#Cbl9xy5r~-2N%>Y4IYgS5No|+8wSAM%JN#I%8T; zw!REMb_Wm8pG&L-eWNAx={sLjC$T)JBDl;_ac-K^sy=kp`(4%63lMy{jt4R*n=UH>`s@o9tT z-!FI$jmcJq`sAymxI>>VdVoHiaWN}UQiT!LEqkV4wR?2k_mIc z$i70*-ISAPLT3f`|OVt&Ezbz7T$tQ0{H?py`^;@i}<{{&5sYm5&$0xBK+@(=o&xf%N0FTO)wo?Z%yUxVK_W*zH)+JU&8 z!TL6`&Vsroea|1EKdVGOuiAz>`7OrH_RvQ^v=Yzx&-uNgG`~~C^3#axcS)Noe5d5+ zcZ==Capp$w`EvZuk!Shma!;sLBEJjN*nN1PXhy0Fd#S%8)ur(FN%s3PYmqlM`0wBs zvkxy@e~q||A49en2Kq(pJIMGR(CU0U(DiExieEnjZSwy3zpFA|fc3gc&py1bUl?(d zlfJIXW}?o{I^A^ni@sKZ^XO{a320k;Kj`{z17$1vy4|xF+CQHS>WQq^O;`H5FU)#9 zxexCL_Qp8Vr5m}UEuYKS98_&suZv+HK+BbN8INLLUY@SW@s;TFDlxEJEaGB$n3o@0 znd2tC!}zbP<7FxK>uqlOyXjI0c~gzFJqttopV+sT3H%-~-NSr+<(H6mkDt-MDzbm? z>vKJxZvPPR#5d8AJQ z#qnjJ4)gXZaVE6w^$qBMrth0SKBcbTnS9y`bni6-RpN)#`5H3+cj({Otj+jmoR?SW z%R-wRB^Vz-f44nzL+ebLLEj)P^ZP?TzIIq=mvonY+3`APdeGn1+OUqk&r!tP!@bPA zZGme+eeHYD*I&eVjcH^R&ad0OTrX$-pr5;X?6(`o`E%QoelD69#&aq$np_(Nx;p>B zhjr#l5;S4ABG zP4#W`<0HKH)Ia~0@or;4y{S9(4c6&y4(~mUoR^8Xy;qQ|nVsVt?@tpcJbYOU=Q=qz z?>lI}koTeLie2d2quv9}v>57y%%INv7(Odc|3)7^wGY%8w}6rRlNpa;{jM(VWPStJ z&)I1DzTQIL*A?e7KiPtI)-ccy;<>SUBKNJ!bHUFGI{38C!u9aB=O@&a>(RfLzd;U9 z4Z4GzH`g0>z^8SG`JhTqKX?7xF@BZxxvp3U+U7|Knj2vsdJgVGcLx{2r}d^Ve_px^ z{k&Kl=${n>&6KR5y7-j!`Tn!yVV)-=Q(njKbzkH%S(JWls{H|N_uM3F-UZeAhoC6- z43wo`fO^vt&~(26sb_1%J*L2-%F&p2Q3W$obud7{+#Okxne1OUY6#c z$Nd@pyu115)tOIVye~@XiX0c2*Fs!x;rD@Tb(A{uVNk^I&nHW=4d6H-?xU=r zDwhfr%^t(AlFy&v;DU{oZ~`x`PckJ`?l)Sn&Um z3URfL^}DV}e^=>BA@26GKQBj?fwr~y9U$MXN`060zDi`jUwvGR@B1p$^DnV~?-#PJ z7jKesR7#8!L+Sf=ALr|BPuBBtCHwZi;V-$9ru8K$VTSpavh#% zM*r8H4k0ejlF5Al)sExz7W%zRIfKt9*YzLthqkZL=hau;p#9(dKwWtts4n#+%Oua& z*W)0t%Scu>AIgnD{MP+zB?tEgJk6-$xV3UXY}*FZDv6;O_P zN`D@7hW@goazFQ}nJE>h=kWYjC5!v!aUF2-1r_^wg~Il z?|llb(sSNii1N_3CeMlS$2f0pdW3V>Cr*V=tBdq=dAcdIjOY35x)b~Cq6ycpixTOP z_k(W3cl8F&o6B?DpXQJ8{uLX$0D0GUJgCZiPA2vMZCp#x+^9q5s0#Xpg{Y^d2KD62 z^yypS9QP*lb8%`k{W@b$=BLDgzHli}rV8ub6S>~qFL_AcU3e9gEzVF6IS#5e)NcM+ zXj_y1FV7t1_!Wo4_;BuAPuBU#{d%3HHu8~kZ9peEpRUHTK99`X!>?64?pJq@c>auB zSs3xiJzSufMn9LU>F2I5{aiE|3BQ&tI)VO3ET}sb4)HXgy>lJDtS9r_cGZseuZfdm z5f{Zi0c~_sP_|~@UA2+a@tj9DUBdqJ*u$*Tk3Zt?^O(nE(54IHChI?l%akvFqav4y z>WQgAr89uC1!<#Sffh~a>;C8iJg3Ip;`1x{ec%ePj#ulb{Ss2V$?paCklzck_3!-i zG-uuH7aZjK%Jcic|9lDB#$I7O1N}Jpy=DsE8#$++`E-AS!u$ui`P61d_;aRXzrl2& z&+F@auUN{TWB#D;y8&c!Jeh7kqlRAb(cV^ax+0wbs{KJe@TuB{=RfD z^V{g_ejxks<~HkfC+Y7ZrgeBvD?VR}RBJ=L3&$Dt|Bsie!uLRh`gqRns|~7fzKxzp zpZ8Dc+mZQIyxqrj zbG{+_?&8E(e6Atq(cS*8&~imnFtX1R6esED?tRXi`$nwKT>;kTdg5dH_VrVsPufhM zK4?L^cQh!|d=lckU)ApAd9P|b*R`8!&)~~0-+6M*PS9ja0>!XVpp5Sfs>C{=f5!dg zuFlIGcZzkn$;NZu?7bQE?=k(zbFIjgAJDg-^Sn2mk^Oc*FdO2w7w6Ay?4R)6w9Rt~{w$g}`t&*W+f|v7 z)T_CFO>g)B+Bd2Ssxrkvo99)I8$+rn`n!z(2fk}=-3E1*`@xSNfp#yc%HMGkwCm6MJaR5J^XcCM%hM~NRrzm&U$gJ7H}U*-dAbhc zX=2FM=|T7C27KIfIY2*eoP|F8A~R@X>B}xZwaV}s;<};)U4gS2H)bn++17dr?eg6NBl|e; zoM^`H484KR+ZlYHZ-g_$5d9{&jo!{s9~LT&5pDabh9!dIo52 zOrTyj8gz$)uXp|oT6dw)dKH{5$WHUvggE_AUeMixvgt@3}#pB@@TJ^Ah!> zC-5B`OJDa%?7!Udqm2FPSB=m7f=ji|6aD_cY*k?9iJ;2&*$b@SIBI_kugX?+M#GjH}D<1R+?r`y(+JuPc+b*X#WG``O1g z-SYC!5ze=jX;Ly@?@#!fXnY@ZeeaQf-T`eb#&vtf{Swyu{>W|Sr~d)^*Dr%AG1UJb zu)nX`9YkC#qrcmpTcLHOANbre_VMNF>Co=sx8(duph`O$w6%tiyLs-N>(dh253CQG ztn_!i@m**=i9T<8g?{}zZzHbCmICbq&da-gS)u*k_u;#`6MfxmV;^3Q4(sRga^IUO z&%V2T!1eEX!X!Lr_YDVC2F|0)Qmvrn+4snEJYPm{;JmrMPCxg9Ga&DWJfm+%{|@Tw zn?Q4GHYk=G=3}|N1(&Gq$G7$-|t z26aWQf72bpd2egN`nMU|;mdl{eEM_rP;yo$(A8^09&QZ!M%6%bt3c3MK~3YjW z`f~cCpzBLtH#c}boNT=mapR_ee#ubsSX)pWuLa66Z%_~8Ji5)rbK^{o?eJwYmFLW; zbzejKfdlB*XWD^!B7I$yC=YFSzr}c`lAsv&Iw|slu1*@zMhBm7%|3l(-VkvWMf&G2 zQLi}-zqY%V(YLFy->%BHX8gfxWE}5tv9U+#-!*wJn;$rizTLVf=#xHVKDG$sEnd)< z>z@Y2@U>(U-m~f+e#ZQgCShE8FmetZsG@l9xtS8qiF>jG{%muxPPaXI?yK(92XQ}y z`_OH4xiBs_XxtO_+w<+Buji}~{H-GBpH%|oNJX})3A(?i?Y_FyPd)}klMbND(2#m* zWzY|K2eh+`gYHQI#tQ|%KU$RWI{ZHH3+ey%P9DT%%1ofmot4l1#JH_VM()AoxYT^k zWF=Lb(tK|E+hAmW4#%bB&o^E2L929m8E=sT^aaEB#VGb6WXcpA_X@uk^p#N87Z8Y> z8~?)p+m7gZO+xZ%~}-2>N5KKyy3v-&e&l|6h5~%_#<|@%cfSz&c$FO9yQf zeceoXO8;4W7t~iS(SIKP3aWI6m>;-<`oenZXFrff=x~U?&=MP z7T>WSFPip+_6>S*T)2N-y~BFmRH6T?4E;Fn_5PsJd`=iX=l`MK+g%+vt`L3R-s5^a zx%y+qkA(VvHRCEh=K;)4eqWfJJu%MqrWS_p5zF|Ups$Diev8U{Uwy8}6U|6hfPH=Y z;7#P^%fa8fyvq0Prmy=WX`pq-RG{fDK-VV)`I!BE+l%AX$N$k6lkcZX;QYON{}$rz z0R7!PVSR6F{ff9~euNwz=I;x!pRc~8zsuE}pSQc`Vw`$~J}=`ZL+h(!L7x=*@vpRF zyc5^m$usXWzo0JY`n^YegzN7_*O}?( z#tjL+-j=?;JDl%2wGgzrkPdWx@4}zWwqu~}`6K8XOl910f12&deddvQeZ*DTw9Hp$ zUGDmGUz%*Oi@u!nJ!o^WP8Y*RK+DpffF=j~@Ag5JpkqMsf_1t)lLFfA{fmAae+9I$ zT=(vi_CcHK>zFS+gZW-xP`CaVjNB&%`bO-xN6zzvf9mV>a~ro8+8qw(y2nn3Hd971 z-iN*(IiCXB7px7+`1e6OqXww6uzt7E??Su&ML=JW{vJ6;09uU?>*}Jye0=;Xh|6S2}vq1OoQ&7Z|1oia{-JVH!lU~i=Kx+ zyE&Wb)9rYkjFVv=U50t|%nEsPgXg)cs8rB;OW21#iub09X6xzG)#iY@!xx~N(-O3~ zDv;4R8SnoXKCaU519j%k^rsr1(7$w7>TNwh-;mlLrEkk0KIgc^k)WP5h`J2l;~q7q zzE}q|w@JINF|>U7BXX1mMe!D(?o<|ZePS4I9{m1rNoaYl5@>EK&=2N!gR}2L+dWOe z$a*S{+rgi!GVpuE|IP0fQ{ye>tJ3d%p*Q&a4EnpPmmOMf4*tH9G*kI~p}q`t|AKTF zC*$e={)1H13Bm8Dg*v}Y==Xojc?WlhzU~Hudi^Np6Lbgqx=|bGtJ{}>zUTr_U!4l7 zwDk4=J2&>$0K}8m%h|Zle{aKdg%_x|gkFHB!|eX=uNHv=f%ObOar ztk=cK8}Jo1?kxSr{StT(w9|JopMmwd%ST_AqmvNVo#%#eGeGmr6i}{Y-EO9hVLo}@ zy@`QVX*vI{uaW8%Ql4Sn?j~i*pl5!8=Ulx3psCuM?~SG}>no&cmrU06ei7?@pTzG0 zJt;iDmERe%G_?%#|Nd`2=PbVmbm;G!DXiP&xmx(S;zTu2m9GdU&*RILrJ!Bk(x7ih z?U%5wH`#L{E{2ja4cFz_Jy{Sp+cPqMB0cElhwp$Y0@^p?K0LjV^}Ne>4gRUtv!Cye zvOllehq`?_`|`fJ4apIUSgMevRwHIz6&p1%4~O-v!FiT=(u5ErPatdH#&a#{Fw{ z`e4L$$4;P|_aUg(a$TIsP9HZ@IDhVoa(%lv`J8^;g!AWi7X9303-_{&qMz%Ekr|uF zyrXzg9n=+zkQ>r~HZH7#+j#{3ESCR3zrHXDbbWZ9tIk*(T2IVPW=RQ(lf1uNU%v$Z zm1F4Ze&7!J^KtH1^Ft;>>&l-oUV`_U%hTaL^CvYJZ&DJpH4Ah6FUlm1+IHz-cd1S97SQ!nNDaq1%1#hGep5LfN4!!JHdVMjPBb}4?N)($;z%+J&wZ6ED?!^? z^mCuYds9`~aDMyvG4!+EUxWS_sjp3kcKN1}b{wcPjsQgp(hV30EmM68`lNQuH;$)1 z+8WeXI)Wy9cTnk`j8E(filx0l*@F4VcRjTKoc#bjiT`V7FHm3S`y=YD^QKk$Fq-MvK522aYaD&4(oZnNm8%R59+Jz57=C+>+J*f z4`e)j-}dHu0=+r-d=d8XMe(pc;lI1|OK}-gUvfQwewXX!|C0~eRHd)WAEKC# z6O7;blm1ccD*a+Xm{)H_Ul&dGF+Y^`x@<*XH#fg$yfN!__tyewvyJ{PPE3bRuHW^$ zlR5sSiJ&_;j{0Qq`(9(A)p^nnO60i1q28~6$EByg%hiLR<%)r1@MoPR)b&gI zAnrd8`QHXZyN7(<59arRFFcgbpXE4pKFk;7{)F)royc(Rt!h^f+82rglh4ob1FJKB zgubskQ@c5=^Ie}Ze9y=tpg2LAZ3Ut2gWSv~WF=E&2;b)=2|C{UG?Y$)GhFs^aUmXXn zJJZiiwrH^ob+g!`w(=yeUpv~1DRGR0%`C|pC%Y<{;_osk%`FLNNDtiI` zYaH)c5h-|%j2|?Y{=C6}z5)C2vNg|zv%8xxf0_Mv*`hqOTp>ZVCJmo^ev5vb=O=P6 z`|eK8h1Qctf&O_oKdxqD=*Yc^pg5JAdK%A<^8?S*Zx6Fhm#Nm#cbCrq%{I=bs|&+8 zZr&H5iux3kD|%3m?+W^)?u@4*b*DBV-xhQaS?3GEd)(aN5{%Ew0SfV)zFm)XdSo6D zI&#hpsLJMH{?UE-vp>fA+|`*!KkxQAeS2MV<{Ok{yb9OHnJV|;%XTmQJaUgYv>e0x zRn_gHsJ-G>;c8_aiE^ed34*W8nio{m+>vn*k^Yq zLHE}R_>{}Lk$%1{@3Al7>hgO;w(f_xdL{h42kbAH z8sR(P*G7`ht}=4(ogrUV*bx0P>yE* z-M>Db@jeDLJNi+F`()HO*6FrpbHsIf`nsK76IuwalZ)Il32pb%*JUgEx?0aZyt%TUclx`Vvy^%&ecojK|9##l z_UYX``n`KH72`$IZ$P_;^}Xp%+FYc{FbR2QgU{!qzw3^p7@tpH7R3X@`g`|h@NY}M zHd{wvyt*_R)Rp-C;Ql0am5w%>DHOz`z7Uvb>@FF3C6VCIJn z1@*>}jDJRLwzp>f1?SuSLav`z>&kF^<>&BQvo-8v%Su0YdFkgaf2hxM@Z30=@Hxj< zqn}6aL7;EX<2<@LUmRMk$pz|buQLCL`_J9Mi}daKJLu2Z7JxeAa8NX93)*P*+mr7* zw>|0S{@6A6vEIaW?Rvu^>Z_bLx3k(n`{$fDcQOXr&U%gUCFwvj^$GoU;7!mSJ`3u} zKZW=z&}^H>_@;5xJ^E5lZVNiu5L9Ip=m!;{P8;gOO< z{JsupW0}`iN8mlW!{G3~fuOm?^>!vl!=TxxS7raEZ@1Y5+C1YybBpKCm>Y$mb*Crr zX?O4^P)}SE{QFB#r1%uHGvdj;Tpy=1K7}9Ko~OteJ3*DW2=vFsf%05;P)}||Uabt8 zsaz)~&%DfWqwdhJpBw<~gXy5j(HE3w>VxVc*Tor^j``~6;O92i_w=7vH-P3Qeceo1 z11($8@BPyy^rz2AeQiGTqi2EkZXy`@JqU{Lhl1*3`n4=M7Fw2~|I7IC)Fs&u5T~X< z>(1YRru$^jFA1#A?+DT4E9SHFIbVeDaR&|J@-!Ja#|c_b7{z$2(R^+S|2($m5NKbB z{RMrkGj&7G7x*Ep<8AL6e7;n*kgou$b*$@s5&FNL^cLcF27O-s#{Rvzk&WZWy#mU& zQgGb8XY|!moL_hKJhb}wXR`br(7nGAG+URG+2)fwSf{J8UsBg#oi2uc25oC`ot(+~ z|NFYRNnh6)>FfGc`ntj2p#9IR*G<-~(8_Nhe_RWi>OX>d6Z`X#c{k=Sd=URWKe z_2lqe@8O6m&pv?Z#(8}^i@t8Maz0;_XpeDbd+_;&t)cybrhI;Eeda^oUahME?POJs z8&Zk-&$6KHT>_LXi-Ky61jVpCpijy|Jv zb>Rekb;425?%EHU+dDvcn)C0v;%eq=vOh0JT4*7-e_j;l{&-(_HlO?L8;+mO^>%I^ z>w0Y$m%`E~zvKm9i|{XBUex?02ea~nGvc{_{y&{dnT&i!mW;_97xpkG`O zlyB!`JZ*MRPvrS2@B}nR$=8I2GYRAZ(yf0m@m`0y2IfC&V zymw8UY6k84zr*;AT%aoRFa27drcdYi9&`s27*GEZ4@tMq}j>u0C{#E z;_|HppuNlQ1owp0SD828lIjBK3t5bhoErq19{e7Vr|JJ{T<9ab#-HaKhH+JA^XI+H zpRXtIyFjjFogXU9M)^Ti zmi>8kF$&t{dx`mf9tOYUJ~6aQ(Y@iS@cWP>;{gsR4=;6{ruF0M(@ej33X*c;C#RzLpxaarAXPfxa$V zUxi=jSAV0Ae86>ccGfXyd!PPps_ce#j~ys~pwEl{HgnwGji9=)4%C@LeZOuMes8Lf zBJ};`TkPliV_)ETF(S;bx9kmVL;u}Wr;qCn9T4{mHS^K*anZa9v`oo5-Oi{DZK?zx z|C2s$U#pC`_>T3uJM=cRJ4ipbx!;7=9Sf0_Shw3euTggh^?SkW&~|1GXHe{4D%cETg}hX{_J%wNSs;cgU+Yn?O60{w@Uj^(vfmZ*y;^Pxs(F zy`8-fT7EPPbbZ;M7ftGO+z!_1qFFe1<`MUy>k13t!{Ym|NimAPT%kXx)^uS!MX1l~ z($B?7u5*_q>F0hi{oHg-gYmBaP5StXeV|COlsbMqXyZNw)x}24pW=Qsu{*GX;NA%s2?7O=sN1#Q_HZsMs zke>#+{$m*zJ;@mM-PO9P&?>Pg$IYRiyTh!{br!CRv$HnQujg4%rWsA&-pg}l)CKn2 zBj+(At}F7~IMX8~^<~!;pB`hKF2@|B59cA>Bc3~B?`-F|h4gvd=|^ZGz6a$B z(nhal{5Zc0Y@Q9!?g_sOWWqS+n{Zv7f5y7p$-VURoijnXlIO(QJ7FLCsn-#AG97(> z!xi|mJIM28R2xhG&N2cNO+E%?LS>HIpPQ`nH~l#M8T#}b*6C*I577P?*U72G@f?@7 z8{-Q(ukMrHVtic|&~)Q`x+=raTyIp1B|NgLZ+U*jCWopudX|D>*K1DaRe5&%3<;gI1SFe}s8)av9>0 z|85*VnBNDHe+P~)!~TH1OUjju%hja5vYgK~WZyvkzKGA2CG`a6WvTTX_rY3Ff6ez9 z6~?cf!TjrqV5I*FD$lyzbZ-G|rZr)H{)eEx+=%1a(C>8x`n>;}zV7CS{`_ka<3!Wo z>tUaqd-5-Rv)Fym?BKk*>(71bq8R({vh-%;-Mk+_|Ib2DU788n*Cvy@>Fdf5fp!Pz z>*Cig%!l=I#x;S~S-4)#?5GB9vcAK3MfTrCaS81|r?0E1jL`NIoKI+&c40rx`pwg>p|U-{;oH& ze=ifhL)`9K42l%=bu*Q|uGZ4mMe%9K%Y@LMZ%aQ{<3j!3oOO9}-5og}f76H{yCa^DTYd)?!~?XJXy%3b1Z>e{y}D|7jon`1S$%bvXAXGC#?9*5LcS zIS=oX#v`sbbDmwL`w-gBco$S(ab27XelA|(`gVI~5`8!y&waJC`%=&4dN^^4^XFz~ z9s2vpvYe;&Nqa(B{fZ?q=WJM*l_s?ehm{d;Si}7W+X_jO*jX z()o;^`5H{F)7}1d9GBvKP-iL2{Dqw4*njE6nJH}x7 zbNagNc^cZ@IZ5BTc$~hJg8pu*9pw1W_mN54$!D8E`$_Qmq3fVk8`2$ST&CpDPu6z! zCO%)3&zr5`J-fCb?&|RU?jdQiI>sM!oE#PYKIJ%GPuj_RUjF@D-2>Ef`5ofk4v0j&B*q@iB!~FcEPR!S8Pu|mHP5Qm=P#@YSv2Hh0%R$Rltk>1Jyc}OE zONgfiRXOf=^9{HTUNpZzA6;++6sK6Hi(l76yF={1`)BlZSBJhX-=4&L-BEmg(dVGq z_9^3!JAz_FJSfjJ1nq-3P;Yq`RO{Ymyyu&s9K&_+zHkoc$i7{&Pzq3AeGETv`R{@1 z$D7phI;b;ya>DPRz0dkRaxXOXuA`t|beQ~mA1Ipb1=Sk*yScfE@l*75`{|F&mu21V zpVQZ68rJKs-aO>}z?q;sJQb9!Cxd!(@bO|_a@=D2xBr~|bJLant=bM^KB*s{Pt}Y1 zXjf2`>%e%cHlTRXg7J?VgRVfRzwgIE>y50x8FlM8a#eZ8dljZ$krh;F zxh~G;;XJy&%)YzLwUa)6auHeVOVB5E1x>Zu)JyV%b}#Q?@q>7djGLDTe-)zFx&CqhiY|zFH zBlC0v)jIawm1f^P^1mm{?6>YJMl(Mz=y1P2Oew>|^*^#_t2gsrk$!xsPt+ ziX*%E{C=v9{)_AFp})3!55p@i??uozdI0K-&zS#t3CfhEXa4W|8fpXS>g7asho4~F zJ>lO2wkLnj)}Zh0!?0d|Ft9HDFH4iIZ&)ArJp5fSfY0en{2f&``1mmQ0rXp>=|9eR-Yx z>VDuZWILB$7t2>6s}0|Ae)BoZV<&*7+i>PhJTE7|?tv_mb^z@!Ey%wbf~MNXVB~-A zK^b3)c_aIEm5%4->|UOOw{i5k-o|x!)9ocZq00UP`uq<;bC-UXC9fj8y!5-zPrti* z^t(THobzWK0d>ZMpfAY2T~}hCZromN)8 zRfpj5qa%@J%rH0PG)0$XYh8`bjT_#y)9D&PZt)bi{bx;4`tHl z^kd^^^kaYa-|k=nvij+7Pq$6^o&wW9jhl_l_8g-en2&kvh=cY;~WaCnT?&&S~S+3m&iYCiI zGjlxatGj`IP-Bi4&d2d^Kb)z`{d0Gi`{!~b&$s(U{NA~H%u?IPn7B)l>O?dgOjwdU!R@$Ei)HkyTorkF#-Ok^S*-KWwSi$To`av&j-A zIo>E6C@=8+HSy{uysKk*KdkP!nK@(FM_=9=S*EBF{9KA`l8^OPIY9r6=iX%s(j|m* zb4Q~vt~Zl1COe-OnLsrmhX*pb$NOk@w1p zW_(}G#{EcdZ=OqU4;jF`wFPs&%Am~=1-b+eFYDM1pzFtdbYFmdxQ3MQ_64)Rnti_Adm33!3!KbxHICzc3B4=h!}CS>cZGX&3D2pr^t1Bu{GIe3 zw7sr?=JV^!d+&hm(O=9_w?UaQtV86d*Y#EQ>weH`jGJytK~Z=mb5&+lVJ5PT8$;e7 z9Om^Thp}H*Wg8=#88tyyt1>7rlmh)gdR=GA6LLn-)=UAa)Gz7LGWS9I%b%b-$oJZO z_#R&3`|7$Q`*r0PaQ+uF`F#6vp!s|#pFc#e+rM~T&OT^|x=hv_^h4^COL<<-_Ts*} zxml9WAK-a8KZst}=|jIhFayTz1D>1n$M~L`T=$$ls`WShGxiQBO|OeL zPI3NM!ROl#aNfq%wPPP{_p%Rn3tMnrmw$sYSv}Bns{z{mA2PcN%yUBj zU9K>)zQ%srew+(gj;6Qm{!Dys7rkw6r9}4cCS|=V`)V^Q^wmv+rx&uXR+s*Q|6Hxm zU*F`qxz0dOixcd(^|c%HW$?D?&i-3%yokC=%RbyM`-Ah|;=MHPz;7IH$9`OYK!3|~ z!QZF2uP&3ZA2(g;al4oM=K9)7KA&y@=nDp)_Z^6AGIs$*vznmGlLwS7x6sGy>2ouE zI&;fWpl|dg*`N#SF)cyyUOm`h@f5l4?R} zWO+6(>krd{s@xl_j||^ko6d9ZcJ5ht*;M2DyKlrkJ#jx>r|*MtQM4vBM~`+VpEU>N$l9Q*U6J{0X);*_Pz)~ynr`Kog(91gdUG_g zu1MM_-dCfyf6V9Z)B;u7`k>uYhVyT*U)QnRZ&w$)!sDiD3DEX_Gvw>=vr2Ukl*xV| z&yEL0;U3H}Tz`+8zeLuVF2Td5%0Wj{i151$?_rdfDg!g ze9tX%|2TZDJ8lJS&l$|y+kuhqLosiq&s}Z$T$PD~$9?@C^m~mO^m}XpP_{@G82a+B z&cP#M_)Sojd=C0T^trhe1y9SQ@6p>&=yQ|(1J=(LW8LOuj!6spe3?Kq>qFLC+~DtD zD1)rZSL681I-si;a`ksOJ~ll$?!Wx^EAjwzhv;Q9{T8y#ai6Tgza#u7;qQ@K{LkSQ z@OhPn*?f2x^JP5$E|BN>--D?Z*6;I@`UX88d5@a^+{X*}&*?Rt>^T}#7r!Dmb_w+u zP^bSlD4Ns;2=qiUYBEn*FC*1&+#0*SalBGG+DzsykWndcwWxs z{hnT(69>xkTz`+;Z-6YCabI0e{(|G{JA*C}yc*xax1nMcFUr)|{UA4P_x=els6f3#UE|byc;?yoa zUwa#9A{R;i?>doOyB4$`tqAocp!@quSde_WjU9d#WW`tOqLzr~0{sQZTdLH8y5Z#jzR;{0Oz+kD72=Dr4wfS)xuDr=L}-mV7QtSF#GY!m&R zg5O*9gLtpI5Ii5JI^+m`e+Cb$3Fkmpdkb@_C7|gRzQgvA_rm%i{W))8XHai#1IqYj z%$;M%YbD9;d*E%QCxC7~-%s~T!aeU*pTf_oE$@w!CDzd2H+arnoM^!DawS>MlmT?L z{(w*X%h1>Eq7T(r0gpz$+Xsp!^sC8EZ`*m5IR3HXcoF(pH0QW%!*N-<8OGhgHlR$_ zit|r5W&JV7Bl{7^=5u=A>@Li_D;ub%rU31|m;Cqr?jQQ`kKpV6FOc<>SFE3Z1M_8R zKBqhK?-H>h9qKA|$W8d4SGMLpgT8u#zyB`R4b=GG`Fq9bbvuv!x>!N4o11emZlfoG zs=^@V8a+T)yDjJkwPgOb8K^om2JOSJ-`;?J7sZO9{(tw=+)IY6xAGjks=)8WnCUz( zm-w9;n~U$OyFBaQQ8{KYXyds4ZgxyUHoHf1yu=`mKkP~N;=a1cLa+NmjZt^+(CeZI zz3vWGU_B4LuF|nz*H`Fu^BLFS{d1n1GdogZzMlMwUK;)c)YtBT?kW3p+w)IkIqDD4 zf5QEA+j~FfJ$9g(z72H^(HplzW-!cXLEsD_JZhn#QTme4!EH|hsu>V%& zGq8RIZR2iYTu-I9P4%#!os3@gN7+Z~ilqH3 z@IKea^)`Cizso*boM4~r^N}ur{kDHjZ@aJPZ6WAw-G$y3uXp0#!`9@vb)WAiWO0K2 zR+rcEKSu-h{^#@h^4$Si!l07PbzQIFySG@NFC{x6Ny3$0@ z=O0Qo`T}(C@LZgl$aC&C>J!w(>yJQvmFMH+`NGI56}_(02ftUN-$fGoU5rSMdA9dW zcw1fi60}hYlP^?4)H#BAr8>bhv<1V;SjQ|xrd(K{tf6~@Eo0*P?PnJ zJTK=LMIp-)T!(iF|AluW>n-$gf3CZ`#|P-;d!#SG_uC@t1*pple9uj;pMtDXeFf^+ z7|hZu5oFaiCFq`B zV&8p(-&qxfmm-V86Isv1``umtLaaAS!Fucs_*c9-P7kNw5BfzvgED3lIVSNO{6u8q z!n*vBq0F9G6dFgfc4$sR)-pj$b-c}0~ zrxj?rmIu|F#X$FVK~QJN4cdE|L3uU}^L_T|KHop|SfdB@*wmZkG!Kd-?9X*&`dkd( z$MFn2=Wge*FZZ9UMcvF^4%+a3x}6jH@~`G_Jo_|IT^!HcEv&Cs9n9R7>*^}?=bV?C z9#`pFA^QUV=Dg~4K>P7WoVTe8>)pdTdamNg`br^C6n=-}RdX`G3j5wJ4RYf7G(A}$ z>rC{w8cTn>@SPTQiT+k)xjwE^aXnl#p})mx`q}1U|EwzqALnHsZDt&X2gM5dS^XIL z>ZM#4*O};PJ%#JzHaC5((sG?#6!{s?>rUH2HJb57n?Y>%tEK4m1 zP1U8KIKy>ylYK6-`*J$RcaLL!dl;zN_5$rUZ9t#D4rq4K=Wf9x`n1Ms`gj}9#hG2x zkR$hmgL2)VFy0Fkh3R#9AqH8sWxuYk)ZzSOyyso4`hd^9#q)B0N$~m5z~%J1Eb$L~ zt<#75VIR&#c8BS8y*&?e{|umLmKn4?>oT9n3z~2*tW35Ao;KaqgKEN3dV6&=J@YG8#fvh!#`#H zEZ=XFCDJ16&A$b&^1XDuoj&%BCZR5d4F_e3zRW9`&FpE&I^%NI!`}t^ibHnu`M$eO zzXMralJK7H2k-#rQoJwP`v1 z-E#)$k8>SfUf?-7fBbj)I~#p2nzTT+HHw0w@Ei1bnRxhGuH8s)znBO{_7^~LraJ2b z@`A2jSigQJtV7S@{ADXTr+xz6qq(eS8$s@*-~E!l$g0B^ocA_;FITrg_KT};%U9N+E(J4@++7F7Rn>qf$3eeU2mi%@)nTPx8qWMtfzT8(=lRihbaXc?4<69!@ z^gIXe4tyM*uflrgGN3;a&cUCR$hJmyP!?yOZhIt0HalL>XJOr4oT1O<>WlPVG5Xvs zIE?I%?;)3Po!!<9eR;_>sLOR+Ul+!5-qN|C(&5}&r%A{r^B6Gkd+g>G*Vp}k9;n-I z=yAK39v4IDaUIJ(T&Aeb-`!9Nbal$|_ueQ5`uyy}ZOyllW$WyqnVFIN{7ufwmlRax z{tHjJg-__OIXsUhR^CMxC;5JuSQXBpWud=SIj)1dC-k&TPA{7(d{0bXppSh4(&qSu zJ`DH2xWi#R{5N{q-VdHm#r|4f3H^0b`dV$Iuib*+>)Q0Souf%)gOtuB^wd*$s^bOgcN4`T#pBH@vKbtIP$mu_VHf}n--JjoG6DvPK zmLp5BUXOjLtr_~=b(!h4Vf3Bd_dc>;%)VK7rnlv&DyZ9B+(%a(D)PBgq(AZjvMNj3 zZz^zp-2eBrll(hDcjS3Gzvx}ebB}|6FLT}9|5g-rJ&p53^Wf$2VSZh%AISB=-}Bjr z+iysHgMGeE&vEr5|MR&onSFkV-}k@04VtjdZ?cCzzaan4QJa!+UVg6Ut4&bK9H}9d*m6jp9yx)MLDfiXosL{-g2ZOpZ_tn*#U72Gw_<#4t zrmu%=x>pbLd0x(cR~%W00-!1rMPAMb`eXFD|Kufn=K4McMX})X*6h!14W5VdgMY=i zox^=|6~6N#nuNZ*D%aP|j)nB&*f>yMqsQ$&dfdOH$Mucj7z?^Wi!^o3cUlNs~_d0$-Q9$|RZ z?pq8-{^y%{&Q!AZcu=mV-+g_0+|1m{ddqd7nY|SB1LuG$&A5=cAMcNpN4ER`&bXi^un_y5g&g7?(e9Q>}jjmm(!yuk0V>KlKs@2<%8cRzsp z>HawHiIrz7((?&f>GR?At{BdHVf`}p)p9hy-y#H=SdV;1hyLxy{dc?X39`QS4=7{! z-n*HZlD}W<0qg56X!mtyKFf1;#=V8CF5Q8j{ebb1&ejZ+XG?=F55K2w zqwdqkGufYuGra%R=i@%QY%!4I)!KpLRRd66s>b^C_sN~SesurqCujea74oCv(N*Cd2ab_FYWFF`T{f9i- z3bgmR?r!I$hM!aio?8>|v9I+n=tsMk{js@8AFJ~8yUiK;^y#JOw-=-s!S#4Gu>|V& z0e$U%3m#5V2zBvB@bB5Mp1z14jofF&=W23&Kxg7QyMM-UKZuk`*;kvN6X%D%dd(-x&zym*(@$Z&Ed8$2hkm^_`*fq~U|g222$~)2*G-iu zKKEl<&>en7j}ChP+J|S!9EU)2a|`JDuLk`PzSk!In9X@#Oa%3HuD{E*1CUj^o}hT$ z5p;E1lZV--+mG0%n_ZPqw+~B#k@shr_vIr0dJFW8xQ}k5=yUbc!{EK^pjdUDKD_fg zC`%t8N9|yJ*G4k?N>GSJ(WQeQG{H_pq~9@H6H zfa1M|pvlbhZK7!<&KpdR%anyV|5M5NZ?F$nm(p?GQl4W|V$N*?+tF-1ipE>2Go7Fy@<^Tn|^5x&9s5PvP%Oqo3`4?o+!w>rr=g*+&~kKg+M# zPrFAeFz$~APrq1(EPmjAc4A+x($UxQ0zK`Q@w}S3Gn>yJW1p?3O-Gi=rh>-N+wR*5 z$Sz?F>v!pIUvMb0_+bDjTlC?0=FdUBwLRzuHw9IiT4dVy$qofUnLIscqwdnTgLZ%> zJNs;#gI?BC7ND-uvTyedSeK*dar^OhjO!2h_kd^;&eyf%-vg@5B#v)0{Qb=A+ts8} z$YK?JE?%cVR%I^3)3U_(^!JG=ppNCaxyW}XnXj>LH@CRn?(?NVU2RIBkLUgY`lCDP z-%?9h-!qZ*t~&62Hqj&veY-Lt`1T6u4qqhu(A%ae-&=S6SvNE9aej&Cpb%WQw|jE&_X>yi z-)H7U_KVJNev0X!YTFic3(B%ShWqAj;RAZR>tXu3_6pGMNxa`(Bg>JzS0?ga9J1c} z8veDp{{m&JL4H zL-y~!;rsOaXnv2)-sgMhLh#-=RgOMamm1RJ$BWS8Taz*u;5~8v_%HCbj9CKejNC_; z7dj)Gst5B{r6f7v=u6*-zBD`2(YL9CKQnPW^1dkQ{@7deYDJ#clOs9L?&Es7 zzRG^u4-V(-kMZ~1x1=u^xGdBUhx|OOwS!xX^hAm?b_u8s)+-J9O?A!g~upZxl`|SE^*iYY51JBueWkJ)eAbB$z zC{Cs#i?UzWmHvW1bw}>2>+QRc#n6qQ$?^keYs?2_d{}>fGM2d|&%fIq{g~H%2C7YM zK_Phl-5utBx?ES8^k0-jUt?$d{7uF!k?&w?fk_s#8I zuCvP&JpU#dbA8=@w3N@8d7#=f3)Jt&g0?q3E?(2)<`z9}vVDnh8PD}~)q&^M#fTU_ zpNZ$)?7Vu&?qD_6w{m}6SLXS2Vd!zyE-UBt;eNPr^tY?^0>1H!xsL9a-a{6zuhB=v zFLJ!mA0ht^+K=e($UO|mqDkn#KVbi@KiGo0xkGQ;IrO#az;$mwkbYJ_v5z*pz6-y< zkiU1D{j^w4Punl(X}>6V`Z+yqc1+{^SFxZ=mLdNWPdJOOyK-?>2ukl2Xf^5WuV<# z2^3*J-8ba=yBPKt{A_meJvV>+67$R*pu8{{^n-XVUJT31@hY$3TeF+z;!U^H$Tl~< zuF9-L)>q;Q-GsBx&50Zliqzw6jX^!3G)pgSDiZ)-@Ot8$?~ zzrgcwq8aazlVg(dxl6C%S99wXs4KFsj@*leY-_OJ)|7BO2_`#%@6%_O?p~hU>1T|cM5&; zFZ}yJY4-mvf!?$^=t&)$62I&7(~~wTtY`nj^=vmpIAu>aG^&NAA(!^Mm>C zZ>H0;t`7GRWOCAdNs4Bq?fn`alxsO(j0kK_>Mk7DQ^Wbd=G;e@G0*AKYzd&M!2kYC z_G`%g7|+d_8T&b2hU@Qo+K&;D(^#}C1`HcJMatwX$5(;A6|Hk!pe>?-Sdz=(Zyk|ydx(grLnwLPI z|1>BH9|m>CUCgW4m+Q(akktmudgP!D-d9UWkGs0#koBj-!N_;8LHBF$c*@?$YGPN` z`?LdnLH6Z|-#t_9cO-9{hoy2)B>1i>7{j@kaiuHHtXS<($wQ=;b3*Sq#`v!8}(!eEO zA-g*L$UeP6yRSQ_%F^Gy{-?;YbPTA|vmX~l>T=#CdfYcGhb&eVB%5adO_u+{qeg}P zd|*61Tly&LSr3Bx{owcA4p|KQ1ymbJ|9l&=>-+zGZtn7XZ8`(j>21v+eEx^-oZqiC z`J^`MZ}2`EH=pmV>x_XF>34JM5qurF*95fpR*`c@f==>#ZK6pTWL4%(P@LgCb9(b- z_*loDpr3p01?6bo4{z@+LiY8?fo?%}P~YHsyl+$%SrnzuT|ch3Cw|{WP1p%f+vr)K zxzim?{EoVgEsm_WM{!doKV*5`K406btX8hxK>e zF??6GXkX0pFX(+WsV$$s_n00Y^Ao7I2fy#*J+Vs1(${$=fM)h6Pz?VXl%=L|{Ba-V z(RD%JkngYAo~7yc`RPD4f!|H{g(kz>?r{&$7vT3)&FozCd9&y6wC(u^sK#xjw^#GN zIKPbVulf3)qb^=uq90y907WtS%Tx)z?aXuTc3#*=e#w5=K4710qe*p%{jzvPxlhrBT$un4EkfF-NU*&$a!KVpI2|v+dB3xf9ERCz5AtCk;Ul? z{JnAP)5XxRpFZj!$4~6y_=Jt1-M19<$9O-D$uAlV^)jGr zRR~mNbAY}P*Wb;I*YxdM4?$7nJZSIj1x@y!$m;CV{eXGQU8jJuIQP@tL9V--+w{2~ z&>rKiZZlB*S(8l7{@mu`db?lD{d1cmC&xFY1I4O0Kzsjhcu+LEML)jH_tbPouCoil z_tSL8?HKnB)^pwy_T}<`w(!$bCl0?#p=4=Aggj8v5Ht z@8|g6j(mGFD9+H^qVXzZRX(hXFQvC-i_mxf%s$&bV1MoMu)mfi>1(x#{j|$NPy0fn z`Fn4U1m#Er>dM@|_5%kY+uXs+N4TGDe+gcG+=tKq_ywOYMNgZXz4+YR9^^i*o10mo z@7A4A*Pm+8WTn6TvnI%DQhm@j`WTe0tAO@lY0zXZ0_sk=nRlcE{h~KOx%vrwDwE#^ z?E??0KhJ^w$nUK0{|(f!zcNSd;dlf3T&`b>EJw3H*InpywTV6#D+giR?CJ)J(;B8VS3;XN+ext8buO=r=0QFSfGbhflU)L3jpf1m50ZsQeIPV(o zg_kY(-kaIUzTM~JJvFZOSa{pcrO(B3-bz3t}e>)S7ktZzZ%E$G-B?}^?Tp21G2e8+C6QNh2Y-{ zw&!hl+8_OyzHYVz)E((_S34Tn-hZ3pg?XQhy?25>j$TbqFPaHPzMI7SVh||LhVQIj zoX8wMnd5`LW-h_+q?HM+shMi|kWDrA>At`Ycw0{m_rAt)-Q6XW3O-Lu&o8+|pO@J~Zx3Ui?iTWU zsx~**-^H18@PX}hgPs_5kDmC6{imx(zq_~Dx2kdMkNq?HS*!@>#L9;L*|2Z+N9k?V zj?YE*P5ICHnBLV>=ug=?__7`Uxw0gE>FVm?7;nNn~Tr+ z0lW`Kccf<{->JcTm%#qn9cK2=uAr{BT<7oY=eS(Yar;r2SAg?eZNArMb9>Hz7!Ue^ ze}L-G6QJpOjN>(a<@hqLzw6F>IIqk$&dadIO;Uaxn>{rmZt;{2qgZ>%Mz3bSi$m*w2pp72Hc_-*| zU5P%|UAW$Edjy|v`~dT0e0XmyZ+l$%6ZqgzHUFF$L*f{eC}KJ89cJy-Oek{)O-S~S)J_B7{dRYwbf-KL|&%%)YIs0s}vIEA2p|@S1 zHvF9eE%`fngTE&>EbE(i9?s3@ z{<)pol=JR=1R7Ny^hC+%ck?H5e8ZPynHbP?tp~dKJRhezhWj^)0(iCm!n zzyJSgx_=AmYvDWW`*<#1$9{#nN|lrIvhbc*HR(2dY^uf6*J*iW6a3wl-c>)+qk0S137ox%-;t~T1V!P{_oic39XQY4qhIxQ zW;u$_nX2)8{*Nv;a&HmGb94rE=O$$M zew%Dvj^okqf|2tsWtSw)%GO4`UcnC?MEw-%}x5;?559MJ^I}BWq%&| zUj)qa-|=2pm+_s1P7!ub_~ue*kRx_vLy zWjy<4dq4PjIsNRHb>#TE_Mq<64iwAVf~p+7>>kH(UP{srXvKL&TCkp?8R+r^Z+B?K zdQ3e~SFQz`&#Hr}d?iq2q=7FzROJZZZqc#i{YDkX;`7TwR`lY;ZgF4TH)Nl#Quk-wX;7T`D9kGWsxo|E-A4aO&u-rseETh^ zDhvyDw1 zk9r5=X6I9QT5Z?`+I_P_{){<__rSUXyf5BH@gDccIXC#&-sgAM^mcxy%^ms~bzgrQ zC`Xd^A-}Wg9`idcW@llHyFB!|9G!vB4f&g1etd`C-ggBw(-S?vD0sUwnZR@KiQiwf zQTyoaF_S?t{A1A7=J#9Fr0ejtjavtb;rvdEzQOOW*&3gr?vLgHb?1NR?VX+;@5gg; z`dT^&-Vq{@7mn-r^!YN!Ma%a8~#22?>(^=$NBF)`Vi=z z1}2cA8P~ld-+AJ^^X#9+8}zaIGt3(np3B4e;yvzzo9y(pf3X|Si($dn6XS@enz6SO7!JysKll2N3bo1+h=Ccn$*}4>H zb4rf)%?PSVJooO0+=5T#+228De+EsJu#Y~#BJ0i5Sl>aPn;qOg7tQH&bBpKURJq2O z=L^y2W;fqgQ{&&`^WEOzc!8{-uEcZg`r32&(B}LLl%+0%V);pO_#x0J`dp>vI=hYf z9(6sL>+Cl7RAg0V3@BT$FL#Iga9*a*L3fDj>cY_D{#|-pG~>FuSV@ojMeN6YA$r{G zD9GQL5lJ+e6Q8XnOfJObr;dffiSeq4>E$JHfz+}zoQdE(WNpxL#8&tLtH_0#mX zC`y0ZT-?`I7sqm5XZG7}!7yZBfPJ@Y$$ndJ>&JPq^tStz{k2@*8Fe{^{j>Xuz7~SM z);H*7vxEJ!EJYvthV-%fHuyLxsnUId-!n5Bg0@BjP&A{j-8;3BT_5({a!fSGPgMoY z^va;!S00pq6zBMRg+Nt-eYhW#mGxoiLGyDe&?O{gy%;@ive4r;Cp~U+u`f3}Z@{PK z?q$%2eRWmt1bsX45NM;hpYHnc{dJdjCCA(GJiItHjk*0O&d>EFbJ{MTx!nx(_33jr zpFS5qus_$C*q^Ho^ttKwfc^FA!=T>G^>*=UDzfRu@2}dq?T{nqr8#fwdmP`%duZI# zm%-0`ug%=zc{$&R`{|MYIm5V2_8qx?JUN=@-pzEbzspwdp{_fJb@y?1;8CBC=iT+z zL&&<)LNM~a92j{|nmkPE&~MB215x+&N0Iqvb6)>NA+I5ytp)Wpo~JiEr!aT!0y>#^ zJ}w>efj{AIF^uoAs}8&;&OU61x=Y|avNn$Q%=n``2k#E22>!nfADdej$nIyz-HG30 zW8ZFbb06Kzu0ek<fb zlj>raw~~FdKf?cB?EWqI9oLth7ArRLcbjh@Pp>0iuL8~86`+h?4n}+gx;jfa-hBxe zx&MUu_BWu~G!@jH$AP}#a8L|opYHl~Kz8pm*;gl^YC}m zW(Ms%o@yvYm9W#M)bsErq zlMGao-T>WGuB(fcPwCYT56D07fbI#`*L{IY$Z}mgn7Ga^ULQf$mG`sWV<)+v=ip?D zA2@zv9w^@6eKfuizt^Tx)93zWM~wR=^tl{GpNrvTP`6yzCAg z0_Dhc^z`gm%&P~1Hty4qd4HTtQ2|+Z&JUVf?9=T&f$Z~z{q&fN^z&BU8*A=tLKcPR zfojuGazb13Vii!9;JUlb{SyB4LlWrMO1y7Ip8c8iMn8~8zX8RGIM5}Kw#H)C&ujv1 z4#)9Byl2++Kg`_c*D(GI^Flsnx{pLw6~g}d?pk4-@3}?3^Ul8fKF`UC!t}b6J?QO= zoygRrJHYesu6B0R-Tc?^useJWG}ZQjk$Z1IHHrPX&iE;^Owoz;GU1-NOCNK7lA@sA zo(uE^c#o{@?cr}3&+~EieidXtC-(q!g7xgQdTx|unL^R`Y0-IuYf&!EqB=h4V2 z-G4&;bI=!T4eDw2K>JZu&>b#L*3JdW*2zJ0>khrT?-VHGe*wkv^{n?^!aS7c+3fV6^1nSK$@F!5V zTn*Z|C7>!hpY<^_KzC>&s6S;Nu2Ql87O%cU-4E^!snHBo;@$|Xr{*XSd#{F|SW<9bf%==+wieboZ zVGnwGNJ~&>tPPsk70IeRCue)-L{@22vA**O{A_z(0{zhg` z|KglipXc8FketXeK0W7^yGySo{6@~Fr{x8DT9)Fyv7+c%jO*=T-TumTWZCK_C{|tr zeZI?}dwdR5ZRvk=Yc8^x$@O_#qci9A$qDK!58-7$WH-INVKFF2&jD>u-X|-D^ImvU z?Q@RDe+U|v9u!U3uiKsn;bY^Llig>5k-w|SmF(Yj>?<Cyw)~HU{;LQmp6Zd+nm| z19)3+UksY=Et$7w2W5(IFKn4*@OI=pLGU-v$N3?7kZq0o^!Utupia;GW+LCQN47P? z`)n0Htp9eU*ZmNB)ApiQZ7=Qz%U0}@Wl4J8enI;Dq@K!g zw}8~0!us?e_S3dT@OCc#u4>CZ*xclPvRq9++nn^Tt3%2Q!Nc`d!%t#3`(9BbtXF&X zy(-WzW%keMUHfsE_an3ajs7)R7t?$33qhTc{j!?$EwUOLygZq-9|s?QM;|BN=PFLk z4bRih>djgF-4atlGc$NP+Z1FQHI4OK%yQjiWL04z$M26}Za;##=U~tu=?TjCcA(z+ z33JJ+9IqdI{v--nwWZJX6rPK-_fONellFkF-bPTISPGikbC^$0V7_TUIi@d}q6?`0 zYz2y@4VcICo;cHu`{t57S6ks zWtrk zb|2UCBi|im&XJk(`rm?={qbKx-I4dd+j|>WAHe(JeIb6&MR%-@x?G);XLkX?V?BWv&7M3yn@$x_oezjtR)O^E!z$oaa+J(y&ZH(0;;3;ZokeF>_z zg+bSc_r-~#>)~y={y(4?#_y}@jCq-hhWFCDABC@Fixr@+AKp(t)gD=;sun0g@#-Z! zZtwBCE$VXcT^f2la$hrjP@e0{a$V@#KMVfN!u4u1i*yG`^<${tWj`&3a=t7c)~Q#8 zzZV*YzPWe!=V|uAVtMfNX?j;Q2|mt6|LV%$@!#tbeJe}Nr^l8A&xStOKMOgr9w^t* z!}b??SAIPk&&!w@pjgR1+03ACZB5oA>!M+tUY4clUz>vzXF{Gg3G<8_5Bfo0gRcK5 z=EWn)2BSeUopqIlb(fd^*4u_*TqYX=+IwFypX~|yPdb9;^Csl(>Y)9oILCj>P99GN ziqrStSAG2~{oCOH`6u67Q-AWDyWSk$Te}^LaX)x8=Uoox+?TUYx4FBaF5}s+yZ(HC z&F-zudJFnob)e7vZ#?I&-V8oZdjq~yKb{3;izD=B(Os;k*~oh9<)HoLThPpy&U(wS zpl`r^b5ouB<}z6q)b(brv%7?Fe!X-})ZL*EKpVw--c(!m&_o@URJJ$ixpLnMUsl3Oipi$Q|zl{E3SW= z+eJBV_`mpkmV(Uhv7ffl^tD_=KdW)sFs`rD&nop>%<0)@%hqX;ZO+u7T%8g$cf$I4 z*(A)FU&4Fh4E-%fKSXx#+y@iiKT{j%Z{6u4>Sj9ML(`Q{ao(uVe_uR=EKcrY{g2@9 zbbS9@oZvZjbDR6+syzF0RhH}Q>f%B?r_#&@T|fF9wVj%-DiVzxDTZ>)~x zy1b1mh;e^3oQt3OHh-@t>7KGKON87n2gb$9Y~-2DeExVwK6jtz@MMV_@U(w+hAi+q zs5`P>7sJ{i%k_MpO$<+iY-5{;Z5tH}y2lMcv->?zyvo4w`#e9V zxBd%R#@7PXr8=PA%06BUn*&eV9K1(X3~z@V`92Bg3l#yy34Uiia=sV-wo#)&GrJPK zJ|Pt-if*URV+^QLH3r?Gx0x>{z|Stv@AUMk<@ENY@ucQHy6MJscNx#`w%F(l7?&{* z;B`@qzLdr3Q{9oC)i<~f?dH?(`g-V>i<6Q2df|)6_m#+!q#DchY0^73{xymF%Nyxoy=^8vm1H{qxo3laKMvf-zSj?7f9xA_ zp6koHz83tuhyHbWC*XI~q_O<>sn7mct_?XKv%OF6+Hb%HK)#AJFEY zkNwL5$TAt}>J3D8c}Y8$zV?gzqwb&ec_-BY5jeoBBZ)mYx|DqH?RzwSQ_iq|{`CyM;YeByi1WSz%( zy?G8U@q4Gb(_qy7Al?%rR&n3lK4``I5c*titAXrl2cP#Ujx1L2Jv94EPGmWn`{kxv z5c9K)HG-Xun~9E>_UzdU8|N=WzdA zZz+weJLd&W)pTTd|6H6*f-H*iT%76pC%t@vUXT18h-`Z=2UUgnpzb`0^*FA_t4Uor zzM&~-X0uUf@0Ossi6@6R-GQn~vQEkIL2Gf{}B!peWX#evRq}stLS5);?^H zEL+j@=2m!*J(k~X^#iK&xf+%E+_?8ay`7XX<@kJy5}>PH7_@sN^C9|O3{Q%zE{6U; z#VLAy*#gkz=}mv%stekv5}?kQ8x%z|g6=Vo_$)b(b5zfG>?`)e|W z_rZ!J{7#$Na0uS^^#_v6cyF9Mo0~o_^Bi9G`ThtV-vpXlv*_y*Jn!!6wnUD+=f`>r z_UUGND&~<~XVzQkSG)IndZ8`->lgq3{bSdMb@!Nky_v}@M>4yGp|AdizbBI|!tcp8 z!PkA*SIeY42j;)y`n0-C@2a2ZWp{`^7C(f(_z$i}`*-PId3GGV^(iTu(Yr1W`(ool ze_WfCrP&wz{G{zU3eVfQ^s%c=54-uKF!Zteo8C1)hd#OGmv}Dm-WS!5zLl+eqb|<$ z0%Z%*FYbY?uh7S81N&@|gxL@3#@~DN8QGVVtwOHTh0kZ`1d0K>X%*#`dBW}X0e&Fw*j0xx5r~gRbZdeAor|i>3^Kd@y+(bV2GOWMH^h4H@yMiWj z3ywdh&vhmG+`r5B(EYL`oLBuZJgKi;1yvgQ++?B8O;-Bc&RfrUvElxhR&mJUOe`sQ z4$eN{IXLxaPt@J~jvPNppPQWxk^OHUas2Q1K~tp|Sv?=?d2@g^iar-BdH&5k3j5~0 z*`NFTm+7^a^tq{e5ZN8xPKNJ~$v>7Nt2en{p4gYm)nidNSq-_XKcB1BgRI*LRO8x! z;w1ZV(WE}IZxB4*hx^?s+-ojQmBP5WTO72#xlS&N7i7JvWW7f4c2w~8)hwvHLm4^# zOFB?bdlQtULw|jf{k8Z(pe~C37k;u)&p}!G3Av7awh!y%Vg!Aye!7Kmo$)#-PF&&q zP7v;X$_!uol?6R6w2=x=|7{ua&mpzeR;c{bCH`{4d1eeLS7?-t9sjxJ6w$9(tg z_hi4NpenP7`3XI4qu7_rucx4HW{)91{|~6Q_hz2O^>%lt8M5793-pC5kPQlgI%5`4 zG)~L<5U#(Q-ESbP4m=+xPI!8GI^Scndv+uHMjOdR-;u|;9&dJjg)B>T1V!O+ZmvaH zWL+^A$44gxeIuTOSL2StoBr8adbQ_Nvc?QhZ)KJjhKKqfQ0al>rM{qO(mk*X==$+J zIJ+-+|4tLmPt^c4yK8X%8G2uwD8+i!(C;5-AMcN+V7)uP52MPhgQxwVSo*rpK<4_L zK-HlRs5_S@WBGj-@rw7*m~3(MbhF`P(a~g*_M`~s;q&E1R+o4$jqAhr*6p6*^!Vd0 zpnceYIf376v-k2M%aNHu|11fp+TKJT?iXz!8+{o1^NgTd@DshAn*F)${Ry(E_Aa?Q z85sHg9lY%NodW&Qm0;p|cbTF;>x;ObZln30x~p3b^~8N)+mpW4*F(Qtgg$nM=;Orw zX19P@j35)|`$61?wl%mOuD8(Frs`by#N1+E?f(hu*GcGU+nb(Nse-4^)6X`VRH^7= zn|maFN2TJrwEcn}RvXzD+r9K}Ct2o!{ z0iWAn9h9T^UYcnB9_OdY3%a`5Koh=8uBX!HiTAgfnRnqa)0OM(<_>)>NAE-3<=G0V zjjQRqp^HJ8>>G}M8O!?X(3c+@#Ck3E<*GvH%V%lS&Ckur*$qMaS4~jAr9j_+eYktX z{#&e|zxB5N?{Aru``LP0c04Cevfnm8v(HXk54X9KW87q8pY4y)*M1p&?FT)jmlm_X zmTl;5VR$}Gcc!n!F!tH%5C@enx+*|KaMrqkKNv|NkL+WOWgQQ4=kQmQ_cut3(%M)M(KO;${RHx^ZA|6ACGfgGq2Zs?{hvU57#y2HDv>0 zdEqPOSFqmpE7(7m8y9o@EcdzTYYPzDJM_0(G8?hpIRkVumb4Q2o!uA;yJ>=Ddf+$s@0W_D-nNv(f9a%*)7|KhuCd=?T2+?%$+;N1P{{9Rf|C?Vyfk zKVGz%$~f~7&>iLax?Eoqv5zUi{NOB{7o7x8%2XHW%XkO6Lp-nUo2^BxGOXhG%_X2X zHIH$8JSf-G_mOK^5ZnHrfRX+Z=iThj{DB^1{Z62o&br?0Vm^so-+(d%=aTofCMypC=Mn(WmWCl=)VSe{E)o#}DeF5DB_@iM$EC-R;d zS-K^?zA6W3cI}6+_4R4=_YK}J(bjM$5gyWz07)AqzH9#=x6(7>}T79V=>R>p`S&GQG9MQ>tvIi9u{lapBAU+ zVL6c$r$fEGmb8OdFS{S;XEl|6R#!uPJh(63Z{~!$crfc?cZ8nSndoCTlwNg&&E+Vcol0OXThC7NDuwoXo~pZF(26%E0-yHYqzY@0QZz z=4J!FXMc52?B7+KO0)lN6zg>VCF^r{ zpZ#{9)C2F43Ec0l->J*@R^mQ)^XjXJBfbDd@z8I7pZ#|K>hBQis04ER z3Q$d%2a40vnBPI4yQ3c=w)Mik_5Y?$*+okB*-iW>%n#stxw^u- z-0bd-yw2JY6e(Gk+x?9Yo9}9Y>Xpi%EX#FpGm9QKISO&y=K<|)u5(Aex6C-X?#{}3 zTUAQQ{9X3N<%P%eOm_Cg_4ZI_CncZjW}Pj5`2+KWV4bbIUtwJA5~w`AEyvT-@>AB? zrpAvLxAp03Re}4~WCHiCxyG!&OJ= zl0LTss&c$@Y0%{>3d#xj$c+OMAoPTOO=Vu%S+FZRrf4nWILw{byRzhrU76N6eOynf)qw_6zK2DW8 zPMMO*yKkIVYf&1QcViV*=N}fZvb$Jfm#0$=!&-3T*&~L227aa#}-ff^xoKBC| zVF0&Z|ft3)2&E zay>04(9cHE&+=E&{J}cf)C&FVoUEVar|tPWp&qt%=~H=;-t~o=VcZu9b@K8ih;6Q9 zHs=Q%btoprjd!u50&JBH&v?2GH)4Y6<9f*e@` zloNOkUA{%1`zQ3d$@z%hjN^VdU6uWI(I(XAGk9OS%CLd+wk-oA-#a1)#DZ=Z_q8iM z6tP&xeeF7~Gh+X^6=>ocfx24_(A_H!$}+`4RVhF7`RQ}nfj;-o{zu={yAP@^*FjV3 z0w~XOU%M*5pW|EUb2))NkE|~-uY=EvO=CRGkYOLY+|U=XyWfS(*Pa~Q928?%m)ix^ z5$nVXpgdcO^X{=8_bb>(clqdXyEm+Nf62bNUzrN?&7aTV4gc&BC`#O?XZEnp{?%P zsrCt|cZ>z?zTod1tjCi*Zu1P{yy!ll`09OfP3X7RZ_MXEtj_%E@?hkiM8@Jx(9AAC z&dCGXy_rGRgkE<`=yf+FHS%i8U+}R#a2E6h9pk!d=;_tmH|IxO|&^ikJsh*)J3as|7-op$h+aZH%^q|Ju|K$zoV)$ zUZIzZE&)x>x%733MPy3eCnr-4=Xi}Sp1qgb>;4u=Zn(EDwZDBAJD^YNJox8VI8fu1il>V=`QrN z&CR;n)@g(J>YLW&E2IhavZ)!veEQ(!vJDZ-wDhjaPcO@MwU9TpYJzrN4aV`L?p6)4 z7*_@K%c4P9`W@y=lI~FO^A^q%Eg73?oUgW2;`2?*^ZC^DxXaIeyH6^Nys425RF|H^ zxBq^3ZRQ2UV(kff`0L%|`OTo-&U0+4GktFJj7Q$t{-Ej0`(<=io?Fw~!aeToigVum zTzpT}^qimL3H|x#Pf%Ar56brRxhVc^$gcy<9t)~Vb2zWl6!KH*O~6opQRJQkNf%ZaSR^|$Pwt1eIJj|X92TDCig&8w`pRo82XWyedP9Y|k0 z$vWFDVx6tGo#b<~>1%nOzIOi{XOA(88?3cSA<|0;IKL`EEX`oES^=|tGJ#DJf)9%Q}94|W>G}Y;Ae_{k; zJMSYq=kjaP$8bNq&dUApk$W!TW!YgXS=xeXI`_fbJFL@1DV}RHecr*i z$zA}|JJW+=?K5~)U%yM=rn^sGz6IL4zk=cn@1?P|S+Dz|?8n>M?7zE1p)QXdi23g5 z`=Bq({<^AAgYP+25|pX(l4;U&UbB1ftzCG5-aWSmbcffIhj=fnaT6HJ0ideXiPYR5 zCpVT0^SM7RavvXJ@jQHQJ>?zt)w7?c$J25BTx~rGFYCnhpeQzr-Yz$q@oAnjSGqD{ z*^zyA_lVzXiS(yff5-hCe7y^l6ZxGMn|mt9xAFVw>T+AoYgh*qrQYWF&OD&$#r^O8 z_#^n)C;bY#2fOL-eyrzp72ZeV9t}fYjAOm-9%SXb8js*}F*bO)8hvd;U)=q`ye~vw z+uW?T-648gO{2Gy`{MHJ&=(&^U%SP_>6;jOTD>w9u{*-Px9UvF4*ijjd=~Qp)Q`xdf5IQJl!YM!!3iKE7Q*|KfP-Q1}~qf!2ex_^o2;%ryTNj0R3xrmqx6k z=wWxiB**hI7A?uhzq^rFu_eNIaZsjulkD^c^SO(HqF6ribQEY_rO#ElJMgQ2!oIuy z;51^Hz&hP7;Ci|+;r_Uc^t!t@i}NOp0L8c-pew-jbNxX*#*OK7QR=lYFCD0+(dQ!N zE&BAzMS653_rvLE-Xr5bUW2@xxCAtR%m(ek|9ehN?-+!%W&;3Z&=c*!oZvIM#aa)h|xo`G2JSk4m=l;nV`t#Ni=AZ8dWx_Y0YrKY( zOTfr=2pqpSmHB)0xhg*lv6)Su+uNNHi5K(?o^)wDH;ZSJo?@yQBMSEj$sEc)Ag$G*Aw zE{@|-(?Qdl{?=K>F+YRe)`_7%{yV)a+HhaG?m<8MC;c(s4hYQ6KDsR1m-z*~`2K7? z7~j_9Yr*5`TO;;`VnF#`9Z+qp!gwR=bAO^N^BLX>^NNFFO%YIE%LkfXSs7QR$HnvX zh~3bXpeS{n9u_>eF2?PopRa!j+JUj4FFc6z#_~Ly-cg15QEz~9VlGg1&HzTf*TneB zL;7|3@1QDo3Uo)m2gT|2pxLtk)Kw;dzG&DNpSK&wYtrL#Jw5IYy@k9?pvT>V42UE5 zNx`>z#x;7kO}H?pS$$fEl{%`QN z-FFHUXLf-u-v}`BeI$6=-dahIPv<={CVl{YzP2H#ue}NS817$}8?V#DiKpr1aR)$m zbOZBQ=Pg7?)KcKhmAoj(@ zT6)^v?uT*X`jUV32JO6FeC|k3=KGP6eVd5=6V}*2^f9DM&P z!PjlxMl63V!+bgV*US$7%@Ej?9(F$z!#vabO)@+EYxlE1?(P*tUVlcauB87`BJW$| z=X3FSL7DJ6*^#k7&Ur3B^R57Wt}b)^+~&CtzuMY~pg+d_ae60xuB-AKn@GWRbk~^c z=)OhR7q|64e6D$4(8PBH-9L>%we@YrM{1y0M%L&4NBZ0~VSVnFvOYI^ zvhlsW=yNssDZNG>%=V_@4A|-K%cusvk;r=Q~2CT`dpS_ zeQtC0L0(^@&*i6FH+P2{@jX-NbK@!^PVTd-t6VRa6S!V3H*%faH_w21q9oVH#n>cz z;mmEa4L$B2v2U)svHtdjS$E6QKVY88zK`tdK!4&}P)(z+eba9ciulYPb+vCX zi0_G|mt|UdS$6En=U3CuB4zOOeAe6M)vg%V+q#fF*-!T?I`Ms*+6T4*&1`zyhI48* zH|ui!Z3T?my<9)nGfVQhsc-VRzJ)>2DnIB8=4QUuE1>Q{kE@KNU-duu)-O*4Mew<; zy^HZ$-a{kCPD8A_4+WKOPhPGCx<{qS;e|k(>s7}0Q-hK3b;7e^9Q*FF-9dV|BiGM$ z;xfc0embZsaNoP!$a8ICb!$GqHtctc;r?~GF(2|a*UO+E9nPa|W=a8)B24{dFfV(!aTmf+l_|nE${guuSA^|mNMZ%4k9jB(qao{oI~fzSU&FRQKevOivj?`akK+zW%3 zC$Wz9Pw8iInsv1D^t9c_dOEp(t)_)Kx;i}_IR}LIn%<@OckHL1#X8opXCJolk6O?&;GgWkOi@s zofTA@IZwVviq@pb#&NSN4WHjnpSyd%!MCC%>vQ+;0R7v48}n^>&y4wg5n@wwIw;f7 z=b~6Y=KIm-=G7REUyKHQ(XhY$L7u6`;>eANt&{%8IvLadE#u!7gSI|>?w?HJb5H)m{D2{hi~isG z-2UAXdDXQcXlm2|<%SB3vy}w@y+5_-YltKF?{VHa_SyaD=k!L4hoB1goSRx#5zF_^ zGQWi$k9_|cv7X6#+t#PIRhKQuyG03nZsI!74q$!lV?tj%hQ4+~Szqg(i#dP80?>av z7c@C$GakiyTfR+i>*(p6|I!pth3}x~OrieX#`;^fqrcrz*4M5{Z_F1dyMy)?ee4?1 z$MV+>d~Yh!7Yu&x+?MnAlByhO{%noB%OCu`rv;xc(-hQ|8-QxF0?nV5KxgT3^-8G2 zPto7@Z^`*r@_;_v2kQ<;F&>o`l#|kNUis9FQ{97aBj33Mb>b2FcNX`>=^Z?u?qfb> zz909y`UW8VMnR~1LBt8hJClzIWrn)p9K9eo;<2|EKz-UESLwpNvF+GjH}PC2S6xTI)3$#X zP^O{BZT<3y{pkFlTl6xhcd{OL4_J@8B}eJ$a=a%_P3Qfu?r?wPBm12|ajH0IX0cB9 zqq@`Ed+LBTcOg*eB>2}Y<#*LgpYT1kSbi^6rDI+0^3CGBM}z6>tj$5=%7XT8PUd&M zfNynXdfc}-fmoK^0Y<*>Kp$s}}=tJf|X1#6mcH?+Bf2HF(B37O0X`736wpiVU z&);WX+}Zk3}Pn+|Lc_%oRDmHT~>Q zu+Qy|gmvblq0haIzLxLN($;f<_^o$#%mCftQ*RV>e=i*bAD{{^1A9&dU@4fa~XKI(=?x^1PZ%`wKiOTK_g(;eXif3&*gip&rOZcZ-0;Vd1T)wo-^54pR0`Y zx!S_|Jo$SmGNA$Hi8j?iJE%N)r#Kin*8-XwuY!?&AoEkgzPFlB;RSc(9{JIYKo8n^ zr$L$KC}?i(0aXTiT%@GG^>)_Ty7Eel>)+^WcbIjx`)EG$Ht$?=K7DN$(AT2%4CIsR zY~h2>M%HW_|6JbVgpLrLRRX`dDA5 zhn);Qp3sc%vGlUZ$=DxfEYFkfA?t6WNPD*tp3_nF$>^G(T^J2U&QpUjEj?~}(c^ks zKIC1)Twy#LXme)(b(J(^=HTj^E+^ zu%>1^#Bx#tP{&1+QH41#Zxkp5`|L86hj&#*-uG^5Y(ne~Eux=`P6l<)A)rin9~5UA zGhZc|@oIj5RTRq>^1Sa=Z~K#8Zg-kKPNK(sv(<=IEYG0{!SAuyyX>orGfgn=2J?Km zA5nnw%VpqumUADw>U@=c9(x?L^EZL6;Ve*f9!OSr7c@2B26f^~WHi5rF3z-uzui#Y z6C=iQAG;7-FSoh*9dxn!7kat-?!eW-*R0Fc)-H^5^Ls3!R3XIXW*Sg-q{rO@_S408->KDKp9@fCgR@&yim34ezhDnQ$x{c^GTfAFMC#k^}snjEBm!gX@_66e_uNtNLl zp7UQO(X;*ObJ_71zArU>E>dtmoG88=c{7LS)x^&{e{N>+{JEXiljAwLey(&~#I8UY zP<7@0_Q*YAjIZ*%n!Qb*o4>ff-F(mWb5ZPj_*Zw|L?-h5xj(T0u|4=1=o*g$MX6z+ ze5p6+-*}&Kr&i>JMxZO8K#`&XXll~urWSp!D$wWpT3U?j9xv$0H|TSj!1~Sf(1qe1-O)i7yM<+?km#$NSqwu`%$t&dl$qnSO60_RT_{-MyfX z<8Oez@Q?Iz!geyv;xPUnP?Ty#jw=bON*O_4nCH~=&QtX8TCR)h>x&WV>z{ybIM>Bh z?0dn_F`S>WI>+ge$AGSJBgW(FgXTtE(8rMC4E?RTD&`A?{&-2&-SS*{ z=2x=5RvANmy`vcOBk5hwc`hHltI~)4X_ub{-;ufsX>QQF zBIRR@+kFo~y^}P%A0U>U7`yxIqwCD1`6I;9|8U+$#=aTj$o-Ri-?fXN8_IsW-X7}n z#Vhz+`_DmBV;m@c9!#d_2CDR}$(L)BolAi7t(>48NT2J(hxBWc8}#bz3ydEg1LfC_ zJiD2EYZb?b(dRlY_m+qoLfwvo84SL7iUvLbU5Aw-Aw+Gp8mlHyL-kLtQ`^sUSx>StwZ{`p0qtE>buABSig5x0#{+oP=DJDt=RS53xd8G1edj|b(&KjD4#X<^m4!u_AI|$+WxFJJSgd9}u7by9!dB#U)O;|quLATZyE7lh^J#8y2E?x6 zW%%0W+6`If&&(et$(rwMK07 zmI7600s5Hmz0@<`!M`fqf9d0eJb!L;v!5P0w~xG>Sce>64%F8Qg1!aoaQEmRcsuf) zL3;cmznkt??PVP9WAjDF(Km+;s4@;GxArG1^#<*&;PDfo9$!e0tBmxx8_GIdtYO`) zDmK7#q8Pnx=hNFJ>=QSCu>MvV>2LjcWz6@5D}j1jImXTDZ*w#F`*9)Wi?Z+S9?{=A zj^6goSy$_Ka`HV@Sx38%lGl?%e>)4k?MJbWws+`lUzmQjcY>cC>t>liKdUV%@Ls#0 zb+h@4b#P=I10GBEv0L&8v922Y`}IBgZe#FiB4c-i`_ApHTNwAvLVTN4-`qyt?hl;L zd2%Aple_#k`P`^KLD7b>dOwW6&iVScKQOKnZ-B|`=sNKPpMSXlHR z_xq5~XX!*{iUDQW>g0RD=c#fbHht58eq|E<+VC$>oZ|j=d*B3O9kqv^U9kl;fBqM= z2k3KmZ#rT(j6T=hMsS|%NA{)9<)pTJu3ii%PP0B&n)SKr%>C`+MShH{%UnO#iD?k) zOxzFWzfA78)8{%a?1%gDD1F+(%-f&>uyu6HpcBf*3b6#JA6+W zdN;B!lh0o!^-T81eIdrKL5K^|&!Plrs+Y!d=KHrmQJgfdvK}}6=yBho2*&mGJp7%l zSwY!}{dDn*Ky2?mr*8{$U0kfbM!z1t0LnDnzwR0zL@Z8mAG;Wvz~_>9K26VHpWWS` zz~@SHADqqAgK<0hT*Zca-S-tiUTL0JGui)!f8_<%<$5RA%XQpRdV1~@&@UfKPY>-3 z>L~Wt{fG*P<#?`>ixONXSCzQm&1C-_9*%ss6Ert@znecvkE^Y5$g9qy!gyEE-LDVo z>!lb!;yyRMjqBq&@d|vbDxCmL&Tr`J85Z=T{=|N@m+5hFW)kAaegQDDuZ(fIx||pF7W1WEW1Pr)U}cBj;cMNU{>F1;ta~@3zwJW$TPCm$SDWZ>KZ5>t`B{J4dWG>GbE5#?dzt-lRUr@GzwuRa zBK@tqvEKI0>F>yW8yI&F>2EoaeQJ_Oa!} zC-9cuNt(IzxEn%`o139NZW?^vo<5hK($BIZy(`nw$0{SeD^veYAD*}d+Im+&ndUNR zzW2z>Qvxyass{Xf82`LE|^ZfHUt!7 zJA-~CeQx(gBbMiifqKVlRUS$YAUqPR%&f}2R-v*zrWqocxe4q1U-vxbA zebDp?=gu?poSMDGb87x6_rb|evtXVmmIk!@pVBXx@6jXsuG23UE`j1S*Uil=uABQ2 zdy!ARhs`ehn)8aU0!{D5jMse*$_d=BCQ5L&&dTO-+rw%OCcO zU!}L*Q2JVa{Vv~op&6OFDd!Jo-`u~^2(gK0{cUE|LTu;P;QX&yU;9F=pXI0YurEa4 ziq&smo|^n-c&-@epD-`avrn!r)5~s1Va~f#i1UsymcNpwR-h}0aalG$D4yr!{Eu0e z>n!xRj;6;|Ec@vy-6i5a3`Hs@VY4(76#y0XgJ#ON^M653JUN~7gj`KUx=b{9C zuB*`Jk?$vSd}8RcC*|hzTe<&Do(uQLtmS%nKC;q7dOA0K?pN}jcDI!0 z)spXbb&J|^UhPt#zWxds&3$n?DiNNxcMs9$4f(xuoj3xq-dUfFejW59cyCPPyH~;2 z@t_;}A?R1K9v8*JcUjWBjl3P0ye|Hnp1yS*bc27OzhibVzmWd6d6ytIHRC`%BlOj; zk#6`$@S6U%A6ca*sQmk&EW`D2Ri5>@z0H2QD9L`hx)SQ}{-J-Kt_GfSi>s3P=x=p7 z>{I*rZRTGO_4glK_ZFWNM_y^JciTEe5Sv}}xH$DXV)-dOF50kfF4oY~PI4cZND=zp zXW8#I)mc~j7QxGv+4pt@=w-W?{cZU+eQaume)T!7H;c8QUXHy5Pl-?HVNpEP#p8mH z-=~jlJ=VeIPf|{}&ga?$PcLU|_x*;vFGRXW^tWqtmHEdWG`;9?XW1tgYv^NBJ$PK6 z;rwSmgZ3aju6LY7EY{H1I_enT_uWy>KOXpuboqZkUca-Q<3*Q)cEDIrUHJeM8ayBo}YyUWl0aAp^MF2~=2C!M`U zKA_KisL$=f-N>74TtC-wYZ3b|>2voHeeMp^=l@aZSIHI4QAc#UT1&Y?qz*#^U&LNLGbk= zdRivb$8#ndeeH&@-uBBB^5O-(ttwVyT$28_xhf$}uD5kmNyP4TdReBDh|QkYL4PtY zsIHPSEty|?5OyadmmxqQ42My9$=KVJ;% z?#X)Gj}nO8;6!@52K(rG2EU)GcP?VS-%QZA;61OA`?V0O%OBH|y-4-)Kzj5tJ?;)` z#LjjgAGYFn=deD0jvf~&>mzUeq{sC;?4!%nq5jUzeQfSNJuaTJkFH*(&rOapcwSfL z{zBYZsI`k~o z&-%0fpRcdb)BelQ$6gk^e3KrQ387x@PtV%iq|S1QJ}XDxs>`gO<@!(uZ=`q4+_RWx z2a)E+FTs1Pr_~ht*r-r9hx%HMXRJTxxR2p{U6s$9n#}9ZIL|fu5%1MI>2cpQ)ZZJ9 zATKYH`g3~Ren`*jDhK%7wXZ?7=?l;;q0ddu{)`uQ0>vjy$Z^$}FHjPczh(#hN`99` zj=u|^8bzPmeLvH`clU#`Ebo=k*F(R3AM0~faWclmS3Iv~>kdJzKj_8h&T)Ucz031z zI<5ip6RU&C=g)o7HyMx03#zSIIBx>`?e1Ri`KR=`FB0~{_2&AyJj?TH@@uZ2t8ZAJ zoA`C~^^j$tOg)dWoDSOB?6<3LxF0UEpA>mtls;F!Ibu_-E}wgy{dWJfH1oTPfI5mk zH?`<USdRo0-na`DBzue3T_4Y;f&26r7 zd~P}W;c_DVom_YOBB7pcK~Ia~xiDXUo*h(Ev+((qnaQSEK{1B0x=J7G-=dIrABFe> zj*By-eJ#AF1;^b{*5iI;dOTU z$FqO#hO!P<6~j9B!Zdi^7fD{7c{( zV8S8L6*x#Aeo30%q&Q8g$@@6};vUfEp@-$9@Z1Q#$NWY55W9au{FuL|xAFINVtDT9 zPP|W7NdQI5IiP?13215zWxjZKP^NAP>MXTEHTiAk+ZP6X5$=ogtNwvM?T1%Dk&^Yf zd~YB9ntm%e`M;p45qy4S3iH#(fU+!oZgPCUcp}fA%Z>E8cwUe5%T)z!y|UrCqM%!n z2Q)V_hd4FI&(i0j)Zg%@KlwXZ@B+R1{RvQ{+z09&+dwyrKKF%|bKZAznSV4DlpVOg zU0od<#_4l2mp+f|J3-zqti$o$?6;fVq2E5A^|`5@8{@udW>Abv1-kr?>5~%lxodC@ zvAunkoPP|A)KOsaJ*;ZeM#km80{xFmKo|D2tBTVRn^_Y%zH$sGK4E?CY;TVL*%{P5 zg3pIHVE)zM?+x^|+ERh}Id5}*&(fgH#dT`cmA>}RN-#fw{d1j(^|xq6f18{6_B!#E-%c-xE&bJd8N2sZsO^2eJ$Jv zcXC{q$9v(-u9l2*R|DN(3HpN1;a`=3=hDRUy@>rvo-enxXCgNJMliqpJ<#5&35vBP zIDX?*P|rxoc+X9E*u?(=`hvSbxt{0Ah2S|fC&zI-rVr?rvMx8(cn-}je2w{`FW_Id zBzc|O(aRkcgT|RadfYu?J?=-d9#8hT%9x4oImG_De|iS~_09O*6}NN?eO!a*)ZEa? z!Oz1%na~l`*BgMgZgs{pSg+gq^ttVy0B@U{ok2C7>*aRe^Wf!6pgYX-XnNaR#Q&Z@ z%gudmqC^hlRp*EBusnATH1S*y_XU?B_M@h9JbWirPULsg)Mb7r)vv0LalNAwD1Hh3 z^{7Gcp`65Z^5py3v0NvY30x;v<+wgB)70d6Df-+ks)E=J4jwPc`rFhj z#r)DxhgTxa_ir%&NP;po_qVBOuOjxx=yClHJucI-pYD^`Pxs5&N0$@XKNn-@aaHa< zeBvxU?whgRc87zvmxT4`x9DqIhjq0Z#yZ;8X8+n**1bjrKR;vt+MlG4)l~XW82ZtV zWWU;eNN?JC!NVzoFIUjRcEDczeRjSB)i>YKe;@Avll$FbE&JZ$=WWQ#c8p#AZxP#i ze9krc98x%j&^FI8ZQS^QC-(_Zpzc+cjCVw~b9UwgKKVHZ8&0YZ7FJc+b8VTwh zy+PlsEtq_6&DJl2Sf0zvd7r<;c_;3}oBj=+TT|s(pZmhB&)w_vx!m|A=RIS;U2b5% z-5sLO)zrZl*IDUvG3Gt`_}Auqt_Xc@cD;jGT`J9dp~9f}BsZvcWCGoTRG_IrpSxl7 zxlW|dBYhTn*8NC-KG+Y+b~`}(+WJ85hm#4jIdAA>(B%9N=>{@?zXvE2I*{w>b9IG2 zmucwp*RJG`|M&h>vG+*D#sU=1!Wm} z+7&2@*whI1bz!bc`!`6vlYMisE5~@$7fo`Z@T%_d>m#?`6L420be;zJS+M zEc@Rw)g#7R?~#>Ab0gHzWA7qwZUi4sf5Legd9F;RV%@E_-a%f^Al;JizA21Vg|J`! z)Je<}CFpUTbqk-nwwjC!``oUv4%gebK5lRE-ZwR6D(0E&lR=e^9@p1cmq)&Dh`cBf z!+Cwmfqq2jv!7v~JyK`T$5HIF+XKt#<(%Psc~-BNzP+}^E>akZIsd1Rk3Vwu3Y zTwl8a4<~;QO`Q3b-X3j1Ietor2ZLfQ_pi&+wGgWcML>He9plY^(%+NVU)Rwa5v$nG zN&OMW6WV~L2ESi!?-WFA@9-R&-1r#&bxU|2&4ll#*@0V;S6wY=a!zC1`D4x>-iv(1 z{ctK>Esj?z1Nss9$rfqB$UU+2c@5sjZs)&-*yepmKX2u|>+-^q5RU=PtWM+&o;&kT zAH%<9&n3{0{svU(7Sqe)CV)DQb-0S{h}bTy%Y66ppc`C_`T4JaX4f$IQup`}6sN;F zc}Mow)yr*=xBJ;&7p5`it>!wpnnItuqY8NyTaBE;zPioB`dd}ty0}cs^>CkjzU+4~?c?NwgFNFScxDVCr4)yMw{rsIz=wfbhib|8JOD$Zh@dlD$qehj)M1DM~}9TYFxG2f6rmltazmSv(r zovAd(2NwqYlUErZqR-v%l!%Rb2%q^CH_0RqiV{DAGSy+w{_U7g@eOEdtOJ!^MsA%4 zCVyX4USM4=fBg^g_73ZEf3hE9QK~!hx8DP0s&_%vl|ENjgU>&t&+Q=A*~#nL_BF0c z+i>2?zd=t&>KDH6VsBS0R zUt0WS#5NcGYwxh0ws(JHKKFG{w7CJAxjbK{uiZlIN0GAZAB2Y_s7oRWH9yB*I+XU*Y^tj$J6R}&$@1oiReG%JR?}92e@_&)@ zg0^mXP|x6ZSd#B=cZYAo+j?6s(2wA`G;!vC@U(ltb7>}i6=L6PGN`8X26Y_ob#sq+ ze%uY_chS`5{qV4F!F_G=B0cUJ_NJe2vJSU(YcTFrit|tA49}$kZLT|${@>s4j}3uG zeTzPzJl}~-_W2a9m)nD(E^ps}^9$AEyid7a{_pp|(p6;sB0cU7u^yL`xKCY2abKGs zU6Ait9_sP-^thbBb7r;*qCA=*9!?Vx+0YjPX(kN*H= zDtg@J<@&Z?7W|!fit}2q&KAX4ueyA!V|_Tk<-ep4ebeB{b)hbvN00hu^sDMh-@1S3 zNBtRn?3>ZgemU!1neY{Vw<&#TZ_}SXhCX+TN&5x;>XYbuQHoRXa=x?ScUP>&-($Y}FK7>bN#)7`rc+WKcfv5x!U)MVD@u3@OpN73gtd@of^;rh8BF^JEt z?hg8*9T=CS&-L#$8IP+3s!b(9^Sxx8jy@ObG9tDgz68n*kKsrA8h!4Ug?{@9*5_)= zPaGdWpZhns&)xLfh`jC@`t8-?5UWe$LH}$7Xl8xL_>HchT;CQHZDT<7O)chAy#u-e zr9l6mN}t=?Tf)3Gp!v&kyvJP7 z4P&1@vQEf(tw(`2*B~+v>vGjaBQ`bLGQXGm-gI<5#D00Tz%pR+escc?JuY7g>(VRf z=YPLTGMxQ!UoiB^Uj%QjeTnaj5uo02AO5oS>1lnP>($AWsm{}PGVngfWtv}+H#bAR zA$@Od((|So{cdj3?`CfJ_d%sZzONylGmiVz)fE^1j&DF6odBwGTpt%DxIXTW&*ym7 z;PD&uxXEsi_k~A-ZqZQ2CqD#5s}Dd`sROyWDQM@v!#HDpP+w=C-5+VqS`S3mT^Q@Jio-rAe7d3f-eRTJz z49BAif_7kLP)&abf16oXK%4gmFmewzysBsR0>zlljJvVVE}p;3_%rT%^GWo%i4W`L zQ@Kv=ma?yI2Zr_WTg?r|ZvIhwG|;Bd^N;MSr;Kp!?w(D9h60wl>$heNlQ`O+Uu@eSZKW`w%$) ztx(U_p|2zV{X<@7qMy~v^s}lE{5qB1l%42Bb%`GIqn6`2m!Gj5Pfv;$tB_Zn=}*y? zdG`_LtBmxgYh*Fc4kXnk=KW~a%YG%PH1p#063jP$EC!S3nc19Y_VE4wDPx(Iv91!h zJ$SoA`29nCpFKDq?{oi5PPw%$H=p-3`l#*fmaqH+^B= zE8~9*J`eZ4n(ww@TxVIud4=e6*=Z{CS?P24(LluR5q<7{;JI^GAo<)meeRmj=i+$@ z%r|{`?%d4cIW_SKeQs{1z_@HjpX<+fUd_owc+>8q&s`(>Tvz>p`GpP?#WsWTYx>;o z{S2{R{t0=4=hW;Vo>Nnv=g$4JR(vjPW6q0FjMG#C?H47;c@or_gU>(UJu+h5|KK%S z`z|QPCDL;}&Vzo$NscFfC#}hM9FN;1NW^QrllXql)Tvec_b>g4! zl$pyqTb4Z=JVyE!^s~JcJl!GWlYYcJziK}y6WI5*cSAgJ5Ay2rUXEX2-t;?!II^Dw z^hu;Bb%gV;aGuUgf6Mjkql=UqFfLZF0^L&9;lA)9#PZ@iay>mR#!cb8hV-~N73y!< zA9+!tH|UplC6n5LsuKI_YI9BIN0$L*!fT+-#qXWlyXWC!F^=Ccm!)~mTvgyXbA5dv z#!Y;CP<7_Ixm#KUv7E#{yP5kBJS)$wN?(@?{q>EC<4@lJ zZQhKa*~NWta^sJ|*Xu#mHJ02w1oS7{gECcBP_)Sl+FL0>cZl`4x%m^l+~zyb)LaGn zq)?9! zS%?4IPp^6tdH>_@9N%ySOx|Dan$Y8F8rQ+q<>MH4Kd^r;H|*u}Z_wlNJnL;+o9oDC z7JY3OvaYtZ>0=#7FN&||Ptk_{lV|B)nTq2&k-iir#N9dW?k~XaChs>>lV>ANzGqeG zc*Jr7_oKPRa}ldcqqR7U%oj;DwmyS2C7o8N0<_FdsvjuuiTs@p<`n zcyAs4zWHMs=IhT!@pmt=J~!3cFy2xRbOkDaazi05f&S^Y zpw7heYQ89auC4~3&*1vGdq|(lv!Ome(T?w_-GuLX#&c>qt|DS_n&-~N8v0zU&5pdP zkb%$T7G&Os@TRKx7bsd@qeo|)59Io}PddoB$}UizXMOH}WWU`Wn1Q_biu>ASJML?b z?2AF(e9wJwGBwYsi8j1PM(^akaIQf)zJJFXWEI{E=L=>-YzL(UMe8TQwW-L2| zd3V`A*WLMEAr^Dq&^e%vn?;6w>B;-r+;G<8I`bzOH#g{UxxNpdAKnF&rQZW>|CXRH z+yFE=YcPNJZRV2-Grq(9>~1K(Z!XjD-WWA~BmC@^&ZW0Avd=CjhW+fjS|IO}DuLn* z*UcmMIx-)_{crl(F?#v#26}qsJhJE*&@Bpe`Ot=lm3|Af19Nfw!BcqH7xbX2u$yrb z`|JMX$B1R=E}%G72h=+Xfu;uUdGkr!w=Ty1Nbh#u3F;YZ$f$VGCyfNfnGZnMumxz` zJD|My7O1zeuP#exMXaXto>$qC_q>`L;eOYP{or#`tqJRLnHCf!xc|)#Tu5Jc>`#9e zYYO`C{WIfULF^9SrJsjxBJcMEO+4#xdEqt0zF=BVN8N>|RmKaTzRo&aPTY*xEsZB1 zjReIyuA7_iJyRdfKI`|R#M_p?XN8_>I7g?(>B>2oK!Uaq%?x_m|0=QgV- z{d|Y(}hUZg$h-vg6B`FVCkYJG_7g^ygd`m+R?qdF~eSKAa;HFA@>Eq4c;& z@hf7{>KC%uPn=(f9+zk7ao;R>yy;Gio0{7}caL?ryuiM-t;0In7YaW9oL;oINppjK zRFxL-cSe)$0X^xO(1($2d3^tanV{Ur{Bf0wTO3IC1* zLqM6(8FcxYl1r;F-|_jXltN~50g`h7uo%8B& z{apFvetTFyU(z1qs!I$g+SUS1Kl*lIUd&Fi=Q_f4O4T@4+ zH+K!VZf^Dz;&ZXDfp$O?=O25C^VdCw2kkzto9i8(KF#}SZ=Hf>L~WvbDvjyE!zQ;KB$=zVq+vXQCO}{p%(t?_Zab*k6y_ql|Icf#=Ho=%3(cH#qEj>pTOoyvY7~@;bRY%sO0l zxC_q;@jGbx{Y>vx+6(HP^td=Z2eE%Tiur9_$tp3R&0PT$#fp(*xz9~i;=XlJA|>)F zBiG4&!4vSc>O2~hX&QrmRql{~3_qJ1{LZOJ$v(S3-j^Of&hMwVqr4x+<>Nkfz2jGS z+U8vVx+V2M)j1a^)~00s=wI~nsh@+dcanqu3+ipLpf5U<`NOTqhkfbIiM>EkitFcU z3+r=}qZ#tPdGPuoo=?-iao?M*`wpLL#Xh@^W?k;`u`ZXXS(m$f?62$JS&!Qf*;n_= zd4Amg$a-8?p~oZZK=|*zZ=M9&FX(Z-E%eiGu%9kkh5c>!E@Pg#aUM)QKc?eOAdc*l z0QHW8psi1j8^!f-ck~Ozm}9rU>D6g(cqy4ar}RrydKZzV-3dRxcE@%OsZ z!|rJC^N&-I_fI|r?ScuQ$uXYsK6=vKBjtGJRcFp~gG0Z21)n$Ze4k99_kCghp1Dbi zuSk_H{2fbJUnl3?(eUqsJRJ8wGS(lE$?wxM`S;uYllb@c=HDZVjYO=rbR{ow9bHwZ ziP(>Pi}S1JCU2(Wye*I5QJedB`uCU9^y*3nnj9O+oQpv_i1)YanFg^~!}DtDYS`c2 zhWp`!;r@1azYgZybqe3f6$j}xDQUxJcZad zJq)_WyiX?i`)W21?~_sG!+y9;+~4jC)8}GMe?E7p3#fl@!}k?#0-C?rXSe$+AeQZU zU%OwH53x$09khA>zpll0D=;iLayyIZTq9aX(FH`F(!R=b62(-|w%-^*rai-!om; z?mWEC-JA35k^2eh&7W_P+kOSj&Xdf)aGqUl*^8_m;(2pBA`9710)wm+E z>RpP@*W!M*$ag8}sg|t6)%3l{ZgCDMqdy@}(YtCZy(*(;pv zn&SqBdt3YQ-d3Abf$i=#eZBq^Xj|_Bb>?#BUEKF(Dt1LS~lu8Zr^P0?=iYm$3nIc`~bvMu+k>jC%RXM2_Rx|+lv=&>A?x$6u|Js}kE}~DR|@m&jR(QYZd6}To}ka&*BzL1 z>2vDIC^XozZ!b5foR^=(w}_WQx7hu-D;f^S_cy{EPYPmi61ez7`( z?=SWy=&A;$l4>g{H<4m3X{+!#H6w5f-)AcYzjmVU-9h@^uOf@SkLKI6UuTm_^WO_@ z6ra~+Lwl+4{F9_@#df)#x}$0I?Se+2DgPw%h{~XBSO)ZmLtTFKHhuUR=h@ZP zJo+-0^XzIS>vD1QE40hvoM(^ht7P5~=Gou=2w9imy1AS@9og5S&+YCvkll@upxN;% zD06waFU`9v!D_Vb|qunDMU)CcuB&a?YvRXOgR^5mbn4^BVD9oes7y{o2k|ClN{oa2TDua0E)ZC^vXil={V66d>J;aI+B z;&^fy>u5ET^yAqsdvKhM;m?cIxf~z7?Dlm;j(mp`jNI!D$|>zYeLfX*qgsJ>cymxp zYQ+9o^+1zIe~UDU>{2R%cF}{NZ_9dIpQp#|qVx2zJ_@=epVQMxOTftg@7bO*6x4a0 zKr^^GsN$=FHt9Y+e1YfEWc}^*_e`#ryD_ZGRn`!+yL}x%-Q-!0n;r|w&BfWjl=rsk zW{2tVS**)-Y2No{F7RBrpUCxaxiQ?^mXb*iFXH(!JN!fD>#V=+aGn!)DbJx@Z>vL3 z*Q&~#M{m2rGR&oU&zp$icUIh(oAmO&^PpdqOJASL0d>C**nT_s{OTjfHva~8Y= zD!#^C`n%$2wvX!q`kIZ&8jpf%+6{U;YCWhk{{gxJ0h$X%_4sl6dzk}ex3%O( zI(S}}eUk6J8w;w0$JySj9B5i_Uj4t{ekRmpY8{)v@fWL^z)mi4wc#(8J^ z8vSi9vwoFt({rK=JtsF9K7TRzH+dr8Q=Qa5vz`@e#-m;SiP>Bv-HniUkg_3tS=3*Y z#ai}@Iur07^$g!HPXzvd|4tB{!p}d)_sNr_D#_>Nlz;H|Sx--!=KSvv_nFmMQkMyN zCVzjsdlaARHk6F+OK#{2>RF*qU->k$t@0PpwW&hx`!gB)8@#IX&e5+Q@m#tdzw=4)?{W#-osZy8(Re0O#FJMb5k1#}(VhHUe!-El_{(INMWrUQK5Tw&&cU zKf7{Ydu0DJvN-k)+v~F~m(khCO0zCE+gX>J!E@1WwofH5zX6K4p`bs+eQ4mIw zy0U#4J?hg*n?#=$twX!mqH(WaygbF{O?lSM<^ug}_x!)qr8!Q`WL;f!?pxez$@i>p z!r!A=GtfACTIZ2UKg)4FSZ|x1^tLN_g3tA<2Kp8BwupNKS=6JyWqsD+k?$?iza_5F zzxiiCQ*@u}7|yecdt1>i?$PIV7kw^{(&yqH&zqZ}{LYHMTOQ+Ow*vY(^DsGp>*Zn% z&!dT`P?xV^T`txoaa=Rr_ZGP~4_Te&_f74tAK-CcV;k#kw*+*fSeJ`+JU?!){{-(w zzK2XN*9_;wQ(r@tQ$~PlI_J-IPIb12d)s7J*4st%=DIZ3!Bu<#{hY_|q^S~Nf7?>} z+srwPesOd=nZfU-`ScOUk@KT$7q{SLo%z3@NLvj??v(&tYF{!X8B{ZCgF27*zxhL~ z&&`D|;cwe|Jbk{H=ggEo2_O3vd%?)}RmkK8pc(uYsJ9JfuGoPb`V453sxi-@zvU~W z|DCi+oOjp#JJG{=9m!c-KUck2pPP%}ocXXY&;IpaIqr*ap8U(OUVex3>-H&EVkivz$+t;a)ZSPkP)g*nx4f z;Wo1S7Er{|<2Il5xVyC+?Kb}-P&cE;-8ilr`*x(67d-w0J??&^-~7tp(Oh~~JrsPG zKMwCRJH~=;=@?Md3W!HMhZVC6rxvJ%mb<<*?h~oOW`;GN^SeG01XJq@@9r`ln zDyZUrX5RZF*^2Y*x(VmmeNFCXcT2*4_At*LIq$&ddoBRQ>JRw*wW*+dnm(7sUq|*~ zADo)jkKEj>ziti=gh`g8kv1b@5g`WLNkE$Mva9KE!=+wo){*jQ$<|Qd>P} zhx0s{&i(?~44ljUKCF-B`rzA2oUgX6L%n;Q^VDX00>;Z+*1bj9w@qYwvDSQFJolOT zwr!BjPEu_pb#^k^eS5xNpQpEF*SdU9*P5U%!#Y}(s)4Nf{DtjJo&?RDu-@$|Bl{W^ zK$%N#tAsx@PmSXEfp_WYmf>EQ_{+#{3BRkNricCOQAg13YwZE;^)L8bi}lP47K5@Y z=iBYbG3-z5!uHL7<+!l_P0#Z1vAfB8V$`%1$l}<$WEA(ksne;*zCFLEB2RJOo39bh zqow7++ahf*sI%7uk8>Zp&I{+zGPuu8Orp0%=K=7vN$g1uehKvBTY@^1-jH*2Q6^}14q^N4zkx2bF>`vj_pKlc zp0?L{kE`7kzOQn)BmI3Y9+Xpy*3G$}-3;~cw;r&8^|vMhJS5Y_k{l}tnYvKI)9@goqR|>}2E4=?r zc593*yYrm6e&jF6x-5Mzb9vvoE?0r?uTz@*l=rim#QWjz`0xC?9@fcK!ewM(&awZ% zX;5v+1^pd*++1Ki{@?pc-=N1$^PL!{`?4lVUBs=R1(jj=+1|zTspnX|IqnH`KZH zhoN8p%O#`31BK(-ic7g#B@^ zRAKw~B|tNm^|@(IpGUq^2ah`WH7KLMB!B!AG}{-0I_G`RADP1b6X~GcJpvTp(c|(& zm(bse{U0_2^{l#}xxjO2=J`iCuK0tXdiNeZ_%GJw;?0Z9pLx&>Iu438oM-okb|UNS z9FFU?33RcXXLmO_&u&|D-CUP_pW_~UhtzL^@*VDji~R3^IkzupD$wVq0)6fey?}P{ zX4nTeyD_qBQ|b82?j!yJFFIA~j6g2!y-v!L#Glz!Wo1^SwE*j_H3xfbhb zcYyQPcKCB>cd<`_a!OT>TSb4WM)a-h#(8YJr#AYFDAqLK`0=ct)fw(Pi`*N+ah2%j z$alY)7nB8scnFmBNi(MuvMUHYSdw{Z365((U%N5kKGsHs@Tn`fLBDRi1p2o0wmbM! z@Gb9oGusa{SKbf0rCcZX%eEj3L66I+ya!IyUVwJl<2`aR>vLJ3-%S&fIM1%m+<>3W z&^@5ipU~fNp)SuDjchA(-hOG1UgEE)(wr`(}>O_BceGXJx!@cb3 zW!Rp34c->(4$m)e z7T2tq|b-HXopX*ulx#&!v`z{d^T$T6_|IY6%;NSUqoL_eZzas1B@<2D{Bw6)1DE~yC+bdrq ztFwDRGoK#!x3?qv!=HnqOBSeSuLE5nJ+2<6$JO)?(JmX#0R8XNL3^G1&5HJOtKO`` z)laOy_3ThjuL|D2O)nRD(#Ft#A})CJ33^q3&brpuB5gALXczY9&%M?U6lu)n5~-gh zC5a{L1&~&wKLsd6|?A zx*_W?=x;r%J+hkC1~dcdaXTWB?GHW!icjm3^=g1_EbDVK_fO2@uEDGJ+6j6$eLsDh z@i~1vXbq^FaQ@v4&g8h|^t#S@Ba9mgx+Oh9JA(DP&g1;MexLWb+u`B-+5->sxr(gM zBj2f}U$=8#yQ|LoW7M=9wEJ(?g8FCr+>W5f{VIA~q>Vwptvra_%l&VW`@HyEP6N=_ zWIe94>2dX0IA6Z)A@r+W4}flQA-$K(x?E)Zg6t=p0#*D`P?tGCHvKpGY&Iy?t_R)N zWo*ypy{=;I9Aq{9J1!r zwb~rNzB;J-a37p}suZ&Lp8Mb;-=&4`R03&}_92_Zb@buQO!oJo&s}PNWO=FsX!mfQ zJMz69jw=~_oAv;*KF|4Td4luTb^+^RdzJL*G;QPFxg?^m}YbMYQ=kG__Zzvj=`vlnzJJD5ZL z?I&i1c79*Q9azc!m@vP7o#)eh#~Ems-6nyi;vi6$3+K({Bgnq(ar(LZ7SN4b1d6B( zP?Z|MEO_6WJ6M-_9lxjI#)bLyt0(E{W?uyIJes|ljx5)=0bOh%y?uuFs*B@om^JsY z85bA&V?aB+IOtcg4p;g|_*Nx+P0kGSF8g0k%IoDVOH<2;Wh;$EkxPjv_FNCoN~ekV;tg?rhz{s-QcJHUU@V>nk&Yl0#5ZTNR``|WkKfAe57415Q``_G0JdbAga-QAo=RI$t zF6Y_Bq?`DAZY$@5>g+ktB%TK4Dc0p??onj7^c&EByPtXVF7l&)gXYT|Q2uEvsLQb~ zw|hQ87WXVE=<&#XSjgr}`rEH~7ujBY3-ljP;Q0HTZ`RMU{?@P3-)3H@gQo{Se--?k zPha{~^sWDvp0p$ASJ{xhw6D>>ax>?vZR_C8A3`3+>|P}GY_^NeVO&?%$Nq_z@q4PX zq>cGIfB)sA+(^2m^s#S8noC{z-xn45avHMyf%E3N@86h<2XDvI+kP46(^Wze`XlqL zpqkzcbT2jLb5rVpc6cqe7sRlAGV61HHyYWr4D0C6^80J5&tZ60_2fFbe46*c+GO50 zqx=37{gM4E^zr`$ub1V1IlrnupFhp-sLGQ`$j)*-U1xK@ySd19bT>MjKW}sz9+kz9 z1nwfcZUu$;1oRU)&n|y7%!j#;-Tt#bvihtmnZvO7I4x;%{R z4shR_E4U5s`6q6GZXegn<=@XDn@imP7WvK(^PoK(S8Y4!Cu{-5%d5${OF^CaAt+DI z0$s|xpqgnwGw=;i_Z!9j-v*JA^|}B3@5ug6dr+j&=Q^_)a^$;Ipni_~+UhRB?E2Ky5aL!+gqxoo;(Htixaedm44?eCP=DGLrzBNDb1mAPuBxrYW-dmqP%{-Fz zbmTryWRVv7%N%2WGUvzL0p7!E=7o9k%E8yIi{{I@{;l&i;yE>K9iQJtZ@a>!$nM}G zFtR=v`e%Wv)YOpw0h$)v*Y4B1BfBMvT>K|;-x2uPR{j)pOJ{<9BJYXOrPG4Hc^*wo ztA?x+1ZZQz{Celz^mQuN$z`{($YK(|gI08oT;}eBpUwPnVB|i*K<;Z3lPa>`aem#D zFQi}7=y7qJ^X9(Bzv$r_E6Ek}LF2-Hw!^Hy%^ZVv)o45@jtv9d%_baw;c?K8ED7p! zSLx}@e}V31I;gTV*@)}pGWRKtD_03LbD}`IDC}o1WL+*g^ZVp}RU$m@mT+IY8Orl% z>dZxY`SuTF`q!Y^x|_M<22eNY1=^91f-;(Qx!iajKDYm*&(#e2+jr~%5BqPsgEIPM zdbuq3yPM`*KR5GOpW8k3xg8mYaiR--ZezG^ZiaB4-Bss2yFbEtcGZaM=Ju=G{JVbg z2B-&IWbSbmbo*GB+mYWRo1uq65p|IH*FB(pVJE2cHs;o!f%+G&lZ)eP*`Kuxbao+V zDr9n8xv8M9MHZbS6J6+W``TFai~Fx}e9kbAKSYnq9`v_5Ltl$1`r5anr_EscS2yc{ z=iCi?ROiv3aufY2?$MwAZpih5pU*I>>7*G#`Xj85)o1jrdA z=nq!~b-#-2uU#6n!-|3KAkVQC-5;kOK2Bek+eZ&q&0+4l9yAx1gEnbCC`4FSf0XO$ zPI8}|{VEOpZeJ_14Snuz(dTjl&#ei={q1()Pw=Y$gX`w<70$D(61+D?thVSkLuP>b z-0Sr4=z(Mb_q)krFChCv@f?@UdR)H4b7;OMJs!D_8vW|wVjTbb9r(^%qQ@h39sQS@ z2a2eZq&UWLgAaoK_g%~vzW`meFwcJL6XxGI&n}2u$X^|?RtGRBL09r)Z!twFP+DJUB}4XXF(b6uJ~cPWpeUH5+w6!mVy%QE^G z`nggr{au3l+TFNS?BDnSC_2;Uc27TKllV7KpX0i?ni<1!>;8bJR08W^v4$R2)45+v z4`BT(jvmA~okN<6Y*$-3pDm8=LVx634ByxDOO8KJ@4CXTkYz5ttY(Jsw|Ao5-Q;sR zhtIivVc+?6*4MJw28=W1*YG{XR)lOp8`i)5D%RV!@*K3g!kHXDh4bj<(qxXWJP{OW zqMK^OZ9sL!V`-wfx?=aog4>yOdTjd+i%NHfT~TyL^WYclM6^Q(BS+%C$8uWd5F zr(#<2zBf1K1GJmOPN0e}59(P0lqZhR-(@(@?%Ov(mJK9mlfrk$OK~5%8OZ%>Zp=>j zR?Q6S-j!K@+Xb`f;aP8m{t2L&KL)f527oU0751M_X8%yu;WnS&Q;{1(Js$Txy?phZ z;ORb~I?eB$x|BxDXR2^qa&gcVaDLq_`JVOoR-R9j(W8+g_eFv>X#~A4yD-PZgR(yB zb(IzT-jP&W!+iXiH|g_AVctFJ7Cdg|p8{3yFyDTm$lqkq{&u^UK36m8^P=yZt7)vy zWq01wE_-layT4n5{|+c#1$4J~@0-pn#r6%w>HU}Q^Y402A!sgNBP(1W6Fqq$mkf2e zdgvQu_uF1jZTX7*Zadp!KL>TrCQyh^*

fkrdNI`nBP? z1!+qI^QqrDo!4{Sd0%b^@6*0STW{p^_(p4Sf4VhkK4d=sIP-~n!t-nn_xlUm3#MIY zPpk;z8*k_0Jm!N1Jl`{OX#X$`^t+z`)jRzC|LKPxdkB7a=0Q*oqmGNU)Ny$q|8FMj z3m5$l{o@^ZzIh6i_fx;+%<#W0W;xcwLjQZo&CGXe6LJpAwd=wEzv;m8Z987W^r}~b zs#tGGksBImgmYx zpu?s;=c~)G@1k7K`E8<%aap79;(lcl=3m17OH~5bjjPljpt~x&43x7=sKd)vgTB{N z(4CnJ#`epho!JwVvpH|wH?B|r_G;t`0qUdQLzj))2FmqIsn_!vA4WE3d>B(lQNQao z0>$b$(5>M2ax*IIpK|Cw&}}!7{c>A(1Z=;mD`-w|zPfMB{m{&)Fs^=xIxhQv0UdU- zg!(N0LwmwfGIKU)^T&ZIegOR|xUSqRxdnD?-8X3Rxc`|PP!@EX{c+Ql-^pY9Vp6ZG zPY3O(hnTN1*P+?YEorYz0?m@z%-1d=qW;e?&!{I@`#^&)6bFKs1&UI*d z*mmf$UBmjMI-SR|G9;i(AKS6!&$$4%n?H$^ysN;Gw`{OEs zIxg1Shji6qBFdR)_9&=_kz!h?H#&}Dx)@4^{j){0EZ8!o2mN1k0)0>FmpgYm?C86i z$+?O4uWY{y!*U4~jO~4U9Vu_A zjPuE=aXfEd(igH`aleuBzRQ{3=L%3i%l3vE%y9*KXCnOebZC#9Vg2QAYQ*E#^119U zq5cc|X1f)ko~&{w^0}Se!GFd*+ua9SUlr=zus^v9@jK+D!V$vo1=!KJvaMG@`=gbhx`H|+?x8NJRO*%OL@H0}2iGCL zf8|Y3?xQW^Nb_T`?<+#O9laiOFOw#hl(XLA@y$uSiTTYEp4Zgod2DCik6h2|n|8cU zT{GzH%hXHv2x)4OQUBS$#&(8!fPPhtl(3?q=e#eK5T5Tk zQoPRlj&wa19~94LGI+jdTta@s_b!W;@%?nl1O4u2z-V2dnnxXv;=k%6p`7*|jeK$) zb=+>v=6OCHM4q~r=ZWtF`n!98GOi0~ayrm|Q(JNh$I(r@RM>j+E#y(^w`<7%xBQy= z?F;$;ciT9A9(`Xkc{OmH$-4q{=UBdMXO?T%O)$MAjLRia$7B16qnz8*4s^>`hjRZC z{iRQVvj0#}r>BGFcp}-Jah&Bo&VSQK--Ax8mYnZqa>vo0*Aw)Ox!%kbTm@Ti{)2iu z;V`HMaoxBK5u9(Js zOl>~bk&9`s(O=H>XKv?{)ai^cZ@uE*)a#D?K5p{34ox(z!Q;yQqCPjGj=M9|aW|1V zF83`(x+>=Qx-9BX{m$qR^gEgMmYSgNc^0~CY8@hTKLJ(CLUMxv-FSWr+$MjyXE`I z1|L$#SH23$qWPdbIRVrg2QhtWH_&aL&vG_$4k+i$0Hb(e_LC=J+taL1qWEL}Lg)uf zqaNAP-pJ=y_GJF88K8cS^@hBy1#C4a1(cO^0#z!u)hOE7Xr6j)s4&JM$;nnplX(*2i-$CUq55snH zERP@f7^qsXzW4u~1zR+G8jOXX0!_|h(0)R_5HqMB`l=Q1yECtV@~zjv*uIO*|1k9_ zwjP)MUZg!ux^qE?i>S-`J5qe{Hjn>#1CRTo7?g81(qEUdQwtt+|57950l2Nr>#7n8OipBxOo+>FV^sV>m%%!%deKeZ%-~FN6#Z) zQyF7va`@(Kj|AVwqA<5JZ&BQy*RG!wsXF^ z&kFHc<2cXFo=QhPbK+)lNo_LkH|TCOZ(R=HxVqoNado-xS)|JW|EuG^us8fBmvP?o z#(&YyxdOCNfBf8!&|!ICH>frgli4qUZal}=MZXcSMN%ecJ2quLO&wQhobTqge?=Xh z=s;DC^VV%$#$8v{M!@ecFb<5$W`A5HH-g{h$Md+Br=h=o@_w?A-^p!$F>Kj?C8!t8 z0@XZ@uiIr|zFPzK%kAlgOiztx{u)0+mt*n6sn6Rs(moW%*L%&NT`dRnlX`<9sV!Ol zBFdxP%KAmkdlt4iv4G|D0`=bQcnY?-$Z_6izb$`v4*Yr;^+*-7p3(2Iei5(V#q`CQ zJl-fUHoud0zZB4C-2&RNtY4z}cQ&8(kK1uO()E?MF@F>4tr|ofw)GmrZ)(#on>T~4 z4w16?txP|`>xp}K9eZsW{O-|Kpl;I+lyC96>Tny_N{9OhabMg7K8KSWm(a($@;nuH zgErK!W)$_>-I?#SX9d$2LUv-%GeP+kbzHY$dsEkF3BUh?<-tA1ez?iI0e8VeH zY94jmcD@g`8P4zKI=uz+oxcVYO}ReJo!Je2j;$L5Wy%7w@Cp@G$gP#(f4F_a-Q&=aETMK;KA{jYC|R0XM)l8C*y1 zS1~@TU%3N1tco{)y7f!c<+dDGcPsdP+)wQTzw6!x6c=w~K35Zz`zol@aR)(tv=nsP z84pIqzrggAX`t8}`r|t}U)>inE{s{ic&(;A=egO^3)JZ|-+{hK8SR~)lH*r{ddLFW z4aS3F%{`!;*&2++f2Cb?5&CO#qxEM&$LGHSzdSITtUMfaXL^9@P%AQ<>&VThYnYxH z#?|*8rT%W*4a$8RX}A6ls5az+ek%Lr=EQ@r%@W3IwWUe0Wq;0l(~J4NT&8>vUACRs zFIUyxfE^oeqFzsbl59E@G$*kc)mmISExa(htyM9^dDxuW7_tFZF1PJm0_N@Zqo~X zUw9`d2L#>R7TN_PTZHshpnktKX!2NpiSqWa?WY~dM4n&08|u9;L;q!W52VX``+)i= z>qoPN_hpyzIMI~(OdTHYSB88g_v5%|9+H2R`YmUUg5Pv_gy~`5YV+gcux&lQuP7d= zT1Y#JGpf@$KH^r8vhou=Pqe?r_o06t#SabfNZh#>kT05d?r-4lY;p?W*F#o;a?Tr| zZ$dpX8PrM9C+PCu)LXaX1Lm(n>hGw(^3o6CcfXZ@N`C~3&()}J%zZb55AN60}wh`&}VN!j|_J(U1+8skl(Ubr!J%YYZY?hC7@~hC-l^IS#yde3&+p>)B-g3L;)=mu%V7IPv&lW9LD7dgt~a%Zty(rE zQ)_{;c@@xX`GtC%&HYnE`DWN=$s1%X?xP~aQ?TvHVf4E@LAgJPc3uMLDvm>k<;>mG z=P0gQ#RAx-g!9$iiZEZjBljiO>Hk8y&#J?GC#ryU*)PyxvF01<@w%AW|<*#5k< z+b#h0X6m_JreV8^PN1AiJ-1tHGJl=3&|{bRHE6ePB0F2qPkx3xPd!(~BZA!(jKx0( z<^3&6u zrY-KFp1H7}maWVFhy8dc^WPElu<`@6ueu*Jc>_V;xHs*Og1*)Y^;`Slk57y zR`UYqvp%#hGM~>1`8S61*BOEQ!mu8-AG03ypAX`B7l-^;WyAJ`qsb8G)Q+L<`kvHf zGm^HcV|d;fYzNuv=E9b5&IC;!>-A`V%xIr2b%^=(V!lr`nECbhJfFHe=y|jGypO`g zyiU*!8Mh3!+wn55b2ar`GM)Nl95I-FPZ z;rkQ4L%XOa-)poUKulYKd~#+eS8ww7QBTd`@rM5oJC5Z+yutRL>_3FZ6%7KF@6Y@< z|C^k_|GjUL30ptY5wwZzn7+0(s4h>VzY}%bzry~wD8B)Id24-8UsZ=3TAd8>ip>ku zZ{3>nT0|etCpE)QKu=ArFn(TI2HRzFeW;kmc#wYA#^7f^+;)B$wmrRw%;&heJTQUz zCURU|&g}_XB(Xp4GJ}o}sRDm&eF}71&Mv23cYYsK2bY6xya8kJxk1^#O|Y*6b&b$J zFZvXEtp@Qsxjn`C>b_B!uYM#G>2kpBpeYIS)yH28+wF`8McG;Cu+9Gz^o?GmE<5f| zZZfFfCSw5em2!VmSHbmYdUHMaW%ECw!#eD1DpNkBUXLvRWBc=fu3!`>%6l`tZaS!s zuwU*fIPcBm{6HNZz8%z?IlgXk@`9gn-E964*zQ~pP%TVldPZGP?)w{hE2eYb6t{dQ z^|wwj^*D}k-Bj9K`g6vEDuMA}+|G`)Q^S1q{&ivNBbSoHsN=4|H_%}*trWC%gN~Ox z3tP^dPJhR7pgF;Qxyflyf4zFlm+~j|c+c0M==UM$3b_7E51R&C4dVXfzEMx+o1R9l zX$b1p381ON@8tR@(lR})OVXQOfgRg-4)mW>|4nYle~9OmU-LZrJEq%TSg)z#TpXv~re29Br-bu| z{>g}mOuwD|T3PfkY>_kuw7)zEn&X4XtA{c@`o8#4(Bo6X;8(?@s6@Ti-}5_xcw;2e zogEKG`-}Kqlj+ZVlpIgJwGUH2jd}up+mX7gH$BDU`_uN5n9o(rfZtzW{Vl7oUncrI z1HTZ#j^d*3qb}QgGKwo|M>D^lG7rb8`8=QB&G#p7T|mEnmJD&r^t1dO%um!6zmmV3 z`C%3E$s+2Jd+cr4zDdx#j1Ot|`jqF3-vJ8qIj9%!0-Yqy@tyQPOZpp`&x|B(N9L1N z!*K=lt9Qb2&++_nf6)0mg8ok-?bzUN&HHiPKjHOSe+=4=AAxcJ?_0NGd&J-PKK$mR zO=RACpzp=!l>69UmtRrW<$dh0+p(d2b1ijTwP1hTomamY{mO zIn!q(gQnKM=)asgt`h3gpFtg0@3KFx=2eAX7X3{dQk;*Sk31;G^M$Y+>U*WIxYJLwgz=N z=d0@)Rbh*Z=b*nTjq}~?*l&XUI;a;tLwg=|T&LdyTa#+aYvxj? z2acw{5%*7V4fvg0B;NqPSe?N1EUqJ$mA``inmQ$92Isq}_-AOBJPL|wgFuzg1=O3l ze%#ir4_l_hfxhu+>Tlcu&{c3;-AC)m_vFJbDorCVj%5D1ocAV@JHpl**)O-t80XC` z5A)X#?SLNJQtnT#7v)l?H%=gr4Fp~H&Y)PG4BC42=r5=QM*E@3bzf4Cw`~Ds5%*D1 z+3c6wQqE)d=ch2eGQXSqRs3%53tPdjYjPf3Y@c4(zVQ#xW4Z2&pxf_~g-fZ^n+>QA z4X3|xU-Ci+&{fB-$*`INLln+Z(nt<|XUrF0=Eb9+7pq=vyD4J)2Y7qPR?R(T? zJBzmXiZs_zkE43>HGVJnTY_HS$n!;UZIcU2JRxtH3VQ3~!g;1l=HI(L2lScKXg|zy(VR5xrogY(zCpI; z{Zd!G2|G5-51MkGM?KE(DQ9{8?!`qsZqPE&ongG`<3hYzu`wJ^eH1Ny2RYw}TFT=pTTlc?i% z8{cCc*5Aoie4pLC|FYg&;r}D7=NDtbca-CE5V!NW*!%f?C#zD&?X!Fz&Gex>&oO?V zD%}sZ8})BcweAL*6CFUYydCIoV;pXh+rZYf?g;gof$sOFpn5ZoJlYV{gRcWcNo~;H zM;#ZSI%tfGFH3L+7GX29ChwEAy zuwBZNfqg;Su@e}J3qe`+R{9%J$935$>T&AVpey!~TC@F^?$L=p^lGlN%&3mA1HJasZ2Z8>42QW52 zjZCfs%2LjI6D6GY=8Cpak4NW%v3*WJS#=cs``Ev3J9mPu+j72}JRHW!tNcmb%{mG? zxr=(-pZ)8iv`Z;)hB{>)<{r@ zhe2J|9&~5e&+g7~J-I!_Ja4{d7%v~Z5Bh5>)`9M9*hi%w_czr^V_81?IZ$Lj4*H8- zK{dGz%V*sJ%D&Wdxw-;+tZSEmW?0DI+BxWX!RVmd&rr9sd$8W7dq7#`ALJv8@&D^~ zQK$U{woh_ZXs<>E-EKy`{(F9L1>3tQ&hc@KfBfRmUY=(AsoSzWl`UCr8-}>(YwAd} z?pfx|W4jXaewmZgd0jULU0Y7Qi}G?u`$wAT)K3%k@sO`mS4Ab#rT<^r5v;GDd;{l~ z{oe+4+Zp`(bLNuo^1j%L(2ke!{@9_#zplH{JXA* zdK`^wm}ht%*(z`xbs)+U?qBA0$qz`C$opc4^E~!>{{3hkoSn_zBOc~=k__jQkMjPS z9~a`fd@7%-IkASpSo(Fr4HL)4zPaPL!e6hn)X!MesQqVO5u0A zL%nqeVcX$ff#MR+=j?vkuM~quQQuXKeXw=fUQmuD_0@amzlPVPYlZ8ZL!B2ZgT6Q3 zfqKqv0mZAIg62oQmom%)Ff;hR%GW+-z5V&1zcmk(RrsFjvhaVQM z6Hv7H5Y)96(m!z~XzO#mxXF1HwrQ6M%5g&iIloO@dI+}Ltw2%S5;W5rgSt))FqW5s zI=ucMXm=D)pC@yi-0$OlXg-zw>wf7F)=zp66!CY0vGsN2Zq93ut&^rccXpsCrk=}I z!>Qk`yMelZ{p%u^`P|gRW7Oa5t)M)-n7Ujx5p-v{ADWt|VVk-Su)G%cLsN;&ziwy$ z5BlrUe*|?cj+4v0k6^1omgS8nfUbA#R0A>mkEDCkJXVfP>f;!x@?t4 z-Hr=+VFqT0dTF4{WBt|#|d<<#Zj`>De^0X#W$5m^NlgIL;L$`fT=6O?-{sUVkJPEp@2SB~P zHK?l9r+w@)(9SNSJ`dgsnszHe+xZ=G8`q=Bah%64TlIop9-^Mx`eEEW^J@A_&r)~$ z9RdBmouC@{0Vs;OkBZsCJTa#I3#?yt5UATe1iEt_K~v7WF{&o#wd>k7SU!^T+WqJ~ z)a&A9)N3~tRMlRhT`$DvsXbxa*+I__-NN!2)M@oC+b`ATL;PQhT()cW-L?EbU$_p8 z<{Q~x*#6rFjORq9&8*jRI~n>(bwLqqHJS00{(b$vmvjDsTclkyP)42 zK0>)GUuONI>Gaor8nhJyLGw-@P$s0(cAY?#p9K2RcY*ruJIUiMSpMy8w9Ba9 z=Eoc9_cwrk$+cw98le5T5_yXA+M@Ar*OmS0rY^_BWBXrGZZ;BA z)ahdOtILqb)pg~%v{=4xl$)7t!Pq=M+Cwj=omLU_`XFd`P|u@%&{X~i`2Bgt=PHr$ zxpB4OcSW8$J^d5v_Zg0ptD`T$_Dz@%Mo+mPw#be0yESI{BIbpW3G7$*7r%rqtD^;= zD_Tg7oCul|FOV~PgSJt7Q1pqTzx@@UD?CYkK2%J-)*C>bHXk&b*uSm^4}SP?lQO!nwmTmM6t;hD04abLm z^(xeHowk#D9QH#~iA!L|^7T-cJ8{07@A)F^Se_*MLtO6Wb3K|L&3SL?$j{JUvt>W1 z)7F80>3sU#8?^VmKsI>-bcH=YIWDYA%f1!1nO+-I)di@J9i~1H-U`OzU9u|YvAaU* zxow8(?$T?*R@Kfzk9DnLP$lMrqWC@91DOZT)*r@t zNuj@e3D>FFiYD;;Ce$te$42~r8^?CeyyIZ&?@75T*#Ba?7>!f9ovbe|F`jdUY){>9 z)B!b_aahzotLki@^#<9(2K^7}$v#dbYfm#u0nMm<+Zy;TFJ z^0=^Xr`yGL+HNI%Ru;;AkN<$85B1!9%6Qt1WV>(5`CTGzpUd+N3+E5|5dA$lo_@25 z`tO^*gZlCcUWXk)eYZdJyfWlxcU|VNUg><$ZV&eWGTzPI0Tw& zgU+XX1zS(qPk-q5_dTfZ{)^Ay7b~dm_Gi9_(YU)i%lFGDzQ6iz>bhLT_g-FJfa87l z@c*!AHSH$Ub7%RUseyctM037Z(f%rGT@LE&0zMDddXcY!h?0Tg4J2b(%>>)%ZO%7*lZ{SV#9+O)@32Ti@othYSm zW6EVdMK_=MlcW6(Y)6iV$M$oi&Mpc294(ke9S-ZmMV~C#veih|TQmqX<$XYR=6>2k zlW5OPAk%LIRn6LD8v%+E>bO0{{4k=$X6UdzwFFcH-vV7x7HEbr9=G-TuzX@W`jh`b zwyRFR{)IZ8$n|Nq0rw}5tO+4Pa%XI>b+u_0s72Ocd>+fs3*9xt!nk>V&VRF~Igi~Wzr^zP+_&7P_JQs9 zF)r7&o6}yxe6Di*HL%s>3(#TP=>#ZOAEYj4Z3JE6`=DtznRXHL$oN#|gL92Lvb_9u zP#z3=+&siH|0?4DecjNWHzU=RY$w%Z+WI(kSp3EI-z0yAO)t6M`=Hn9bwL=7IJX>bjah9k$y@Q~n;$GoE^_*HgcJchVJ6-_5(Yo%J`5u^P{(5-c{=uN<&r!!+#&Mj-{773r^%HDe`vfSj z_>rv4dUiYO`6bkUH7R@ttfub!3*mdZ1?74w_1v`E09#yIOMmFEFf;hQ<9_A$qljO^ z^Uj+OsyFyNM5P@1Utm10!hWs(;;Z3&d=K224A{2QGoaZ21k2MN1%3Bkp!=;G*`*_B z>fQ}1-wN~(#*??)3d*o=S!^FB*!tr-^yk$C&C^vuKl(EIS94t4)(`#ZN$gMe-FHGy z<=C~L@4l4wst|{ddz1dSF`!O+f#u_#1VwglvLx(#HkkTtXWha2Nw>;o1AQFF$4$LL*rM4=mb>Yo>-sV%$2|f1y{TX+61=C zs6nRx3jMX6xsQrFvyD1klk3T2`(ML0(_f{3(o?KozZ)pB?*RRI?rSP4{SW%9la7IY z>26SzdECugC|5TFT?W^o>9!mvH|1s2?Ma_guNSNb%}@)Lmp=%` z_N4^PmYYC%=yI|z_bC_gJE6bk#0s+B>_Co}t2P<1)e#NqX{n$qoH)VgjPTE8ruD%G=Q>f>1?0bS1W^=Wcd z$j_d%6MAerQ^#ZTd8p3`^Fg1<`R!(C25iynF;Lg$`g6aiC2adF_1SJCW)~pkmrApak*Nz zg7vS-15G)zx$N_0Ji*q_em@Z_ib%>E}i*2#AUqi{?Exg zK5GKc7f&7cFY!GPWB4A}`<`XJC47l9dukXcS`4J!Ijk!yVP5rEKI-6a3hKcPXz#chbaOAKzwB4)aHGSZtg;vMi`rs zm-MHHar3aRsh-AsF*+?CpA)|W z_26AWpYzG(b3nJ7%mQU zTtCitGj)H4-iiZXf_65?$Mx}Lu-)z%WFhmr>1iA%7h|3d{_dc^co(P(8q(jDIxfak zP@ijZU$khPT(`CG`=(r99{Y}lt;?PS-N?S6tjf6Dr86$~d*k7^ow!e$%)6ZSj!4fB zP?ysj7~9tYw5Q%7w~YmjO9NGY7tl9pP4*1=*;|GE(mHcKyFJZ3a5{K)Mxb(j~BURJZ~Q9-=|-$VS6s`pbqHTZ0F_WELT^t zeV3&?pPSF~yBkSWo$b6CM%q)1=TtuR$nV+9>k9Lt{cUX5#lsumcXO%dI_RAHo$a|C z%l15We^Jl=GKrj(4f-Yq6t}-ZE@M0Q)_?Zc^>0)cjz}j_b{Occqfwb|&)`D0(M??zcPWuW=h_hc^QK=k-{gel@7qSEK)y z%jnPe4Z7)5Pf$k-4}+$B52)5|q&;&vD96sBU61R@e3MsLZ{l#!_hdi1-^VyyweAYP zJ>7=fb}Ojc)(2H$&0t>!`mBr8<@l4JIq@wh6SyCmp7tSZSGbt|!?QqLHWoBnxKFuU z)iv0yLEA`zu5k@e9pO4OJDmC0-MM|xVLP1rs>Jr;f-QT%#cC)Di%g2Oy zaFy84u4|nSI=u^YDa`k#YmKKrpLyP70`=Ub*QI|_1@*ZF$H`?L$H|T3IJs!{2Fm?X z_OHj*-%_vFhW$;awS;Y^a~+!O$NVs{yd%`*K90;@PJPap494mQ4EoXB*VK2P z2U{PX1PbvI?J3N|t_D8B`unBE-tl#?ML4Ly2g!Yr?Q=tAB1*u$T74B_I~=^Z`4yWlkt_B%yw9La$_Cd6s_?a+RY3_7uj`e1UX2SSAQ|H+fMF8K)k z@*CRbouDggf?nLq^Z2-M-JAG*Vmq^)xAm#(F3f+nH&Dl9)pa<(%BRjn`)9fIg=`;x z3wrt^<1qhHHvA@;lzpk^^75DA7Y~i%`97j;JB4}!UgvR9KHZ-DPH?}@gx@x>pvxfb zDeAfUkmX`O^+eyp>(Nhy?~E`{(1iU%)tlkEA6Sa>>Ep{m(So`qUde}T9Q9mX>1fy6 z0lKc?`{&88VA~2lPrsP=-KSEgMf0;LkM&EjUMEtuK12WOzk+5u^?e&2dt zU)~zf?#ShJs`o+HjrU*Q6TYXic;DrKDXjk<-vgJz=jwI_{m$ca7Y~g@J-_rRP!1Rf z>bLrkQ&U;KunTB%I?xXLjGGP#q252}UwjkjMqUTnj#txu;0jPQ7qkl*hs#4{(9ziX zK+w)E0;4>uwj=w~MYDHVZ}$YyXTAu^eowQ0aX(Pi5@t0ffoaNu{@zYXzI13zoahxtEzx5;{;FDS5V7rtQ&~D?rbvdpo>nC$PxhX#k9aaOG zAI4{HqJEEF4(hgHAC-}ruuVJWd2=J%@VH4FCs&hBQg8bgg1T%QD011at_xnrdFy8Sm(=5`T!$u0m$G~l*Ol8&FVn6^9k;{( z4cm6SA9O{G$7Ns6V~^IE>-Awidw;GsH$ymXuBxA)UN@$mt3jOKZcl|gGHDA?E)Gnk zUe{-w9_5Aed;7w#kF^7R&zo7l7xTx6OP@i9<*Fs18p!=t%n9a=ap|1*=88B@uIv00 z^~9z6te;qgwm9*c5<-|{wy(Ak+f%=gy6A4EE{aRkMLn49s{SD`=_uL{d6?~~UeEYV zu4a96{c)809z3tC9CY9|>aqEh?X}&(^Opp<(Ut)YK$5Bt! zgg4+<`qglp0p+3pfaYn&=OUZ!dMvL1{dHMSJx2Nq&c%5Tdra~x7)%NhS&Y~K4d#r!tZudzhvoJ*uFb|w|a9kY<08{G$;4b z{+9Pm#PhpM^bR^4o|nA*57ZOlJm`DS_80kFbP^eB-%;*fq|TdnsPk?*(VPczhgnTwaj_Td#kM$Ax_i{6ao|H|qaBZ}~yc@g`5Re&J)FYTXx%_PbYC zb%kx;?Evb#lW2#1`pl4c`fJC5BDX#$Uk^GS@~8XMOVClB#C2wBE&J2m$S>hH$(*0= zM{`_UR#^Ib!D~_<8XI|{pYI9AJo-G zjK9?p58HQV-WOGKPbha_Y~MLhv|xXFY#jj0cRUBGqs;3j1jony#s910vMP04M6|D)n9OCh2obRTSMo_26YtVLN{#IAmoc_a%$L(Pq9y8CID49o{?mmwGs$7R=XZ55%wJj)$CFlxk zkQt22^|V9KW4Y=R(C=LUy2h{5Uc~w9vdROnMT$;UX z-ji{;=(7N}-7%5=ro*Y<6FY-$F4vRC_8)~U`%=e!=3?q|BKy6f6pvHM0{&N)OK9{Cw)8*L=FEeHMHcUeAn94Py7UAa5^C~VX2 z9#AFT35r~fkGrC}^ygnee>3J~msNg;-ntaV<*M~j+8HI}{31|}+elVjNq@>hP?RvQ zjIKj{SBY6HZ_Ih^elORjsn+MI!ZY#E_SS4+dn#K|7sc)0pj|P^Z0G&0U$ebg!E*H&+g&>+ zd>5p!y%xQK-u@BV@1Lme>S)mYi>xp9M}If)dR~w6K}YIQ&(%cggt{{5$ij=b4yA*B zoCx11d)e-*b-Zrh^Z@Gl_o-LWdSy|+Xfu;n!DB0qyo#p!+@ao6jesyn4}mJpD1R z$7N8*O)_=d-?kXX%h&!3`n`-h-GV&Ws?B=(L*6vkVj^d-O&LwpC*BF z{69hUSaaHs+`{s94MAPIF6fG`1pU7ML0|RY3Q!IFmOL8fw=LO9d(vu9j-3yhEzGlO z>T-RVKK4B8+Sakw0RhWdQs80ecGq#m!`3Ccqo z!PvMpD6;2)w(~U5XT1ihK`($hjrrU}u7WM%nFq$D*AMlofTkUF+;-%Abybb)&iuvY z)bRte$Xv$bW(fC3lj9hV`>bT@cfZ>}*EPiBrGGK5o^%Qny$*ox9Ou88a>nI8i~E(^ z5s$K-;5<0lPtvaR7j#%pIZ8b~_X+6tF+Yr+!u&8kZUFsFI)L_6GuGeD{&i9O8+6ze zeGA&zTRz@3c8GTET7K#>!xnVzdqzV^w$nQN*x}@`Rk%m0c_E1 z3226KpK{yjRoFW1aZn}R3%YaHfWAq{3#0R(&t~Qn&^H+cszgnH4&!iL5azYzP{+lA zYf*0NS0RUUTwJuEj_b5-&|A~~L$cj}K__QWhYtiDulfpXzwdESm!*JeZ7a~YdZ3+6 z{We1whr6N+)aAa^Z&Q!@ZH9&M^7UU(kI#J$s_K!Swy9SDzb^X_H09KD*OlwnWM8gZ zQv+L~TpZxOD?V#C^w`e+g!n`Og*kU<#+;%(+9k<&) zp{~Eg_EsNfyDGn7J1bUFN6luor=~sIbM+?M_t@`3yCPZ~WP6k3L3xn+9Lu-Ib|;hV zbZq`)u-UHbw?lh9Bk2EgtZ#+|4&~n$V}8SN;$hM+4BrFwcpmxsMUWOH3JoeOBMr2fePjC0-28Sv|9KHCiHxNShX zv()ogj|b|>52)u+KfD?g^gisP70r8(>bu`2;JCl@$J|LB_gV9JzOY}mnn=C3Bd9xS zBFoj|i%`!DTgv*6P{*VE=c%ZTt0uXpU+Faet~~y1D~ULn(v)#8J_o7;W?M{J+ZU+ z9!B%)+|7I+-F)h~XkNgAwm&-pV;&flUjiNWOPJry&1HYO?UY0R zBF=NuWzWObgL{IeUJ_{Q-$Fb2YET`$03D9?Q-Uh-2qsDEjPz4$IOH$b>gR5kDMsa~~pi-$RZJ>&D}5V7)O{f_C_C z&|A^s2T--y2g>mq=x??R)MancKEQS4f5+iNI4&N|Z?m04fBG!uZB+xSg!7$(uKFh5 zfp*&=Q0DCpddvCiLgdlkpYgXomJ3@QSr5kcW2T*-0oviiXit8G<&BeQw{8IHvTC5I zyE*9bQcw-dpbg!M{mb9c{|4h?5zpiFJ*VJzH?cj}>x1rg4muy! zJNbQ~f8bZP+qxFpbyM$h>cmYvF18;d&Sy4LxAn$w{SVeeJ=-bR;XB3r#JFEpJ%;1# z2WEP*YnP$%77>ZV-H=b}8Hn|vhb?qz?WzDuuy z`>)>M^HQF+n_n4zeGQ+VnaTQgM0kEvsPB5}d7Q`I!1&$w;Q3Wzc-~>2L^OZS&iS6# z+5a&AewVL6{WjzBXg;5QY76|P{A18=UCnw^*?%FwSpZw~nnQnWK4-D=E!t0v2W2Ur zmpL(t{%gpne?8jI)Z}Q^f2}X*7WANfM_15X+n)CLwk)@IkQx7A`OKR^zob6>vKFW& zTn^gP+!w`Xeh+=Mr}l!P*Cx=PUrF7a_#Vr5yaGBI#>2&Apf2bLnjvjjuW?vc zwut+Y`q7-%X19fSe04c=)t_gcm)L!Vt*U=ay-i^LRT0nmY^L5D^!NV{sHY4E?d-7L zYzgCW-~E2p8-E*l_$ttkz5uApWae#+ ztv7%ztKLr@P5@Ot=ds)Re?WiT$nQYib`N!V9P_=&@hd|)<8oD;@bD$XW80+hh7p7GQ*k*bnsOvNZecTP8%nNb(ZmvJGJ3fZa z`irZI({$6zTfco z$pfHl#dtJYpRBH=?%CPYLpPW4u85zB`s$6zJZ}7JpuL~EZcebh*JWc^-f|qMk5m6; z%Zc=VO?}W$@p$!J_zuXMfO6l1dal>cpq)w`mkEnuyIqSwbCR~t%!O?~%LC;%>%eF~ zQxWEW=_Km6YEAw2sqB}q6?=HTXq}vAmrPSnq$z6bY3K=PJJ9ee!=Sno12j@-U9kt8iA(WwV=MbI{nc& z`SG8jyZ+)q>Tg%}tGlzguvPvH(2ig{ZiYTZyFu9JWp&vc&RhH+E0A1nZpl`zbZL)ti*ruHQ z>be%=ag$RE{@A<=>h0j8pb&dO8|Js^g2k}q;VGaiVt=|D`84bIc^EXqI6ki1QpZib z>O8L1Iq0w1!u&8kbvJBrU=wvYVHxOl&jM9z&U@2!IFCKHe+TQAGza~8=3|#txIRsk z9D+`Z<(sJ6M>uY7PyGkB@6LJbKJI>&PyPq%_qhtR^?!jLyOAZJu2VpL)^q4jXWmwS z@fp}=Xm6GeWS$sPm+R70KJ&0gdTwSOfF6rnj+e`jhuzd&NdNLlpsCCJt#1Cqu+@<} zK;PsdblA+~Iy5I&QkSQ_O@H|-pe*IOGn34Ib~Cgs{r#8+#xD*1>kWQ}&br12LA7=Z zb@wp)*F`+X$xZvk@Qd8ppvmDpcG))*wmb6-81=Uc!Fh0QZaW?~rX}lzadVl#b!c)d z`_E1JN6=rN%Jt-;_zBqNL@%=ZK~RYMSue8{sN04-Z$($bj?E*14(s*YCr#-M)a!u@ z>9522Za!`#Y?slWOb_$jrp3V)@fV@bv2|S3?d6+6rE`Nl1N0YPp`ASxH0|r5oprJ{ zXx<6!?P|8GK9%v4ZFmmtihb@^Q1oKFWW%1pK@U=o zvVHvXAZR`*=Jk)=3EKLffNmb!ee>xG*kbu?(0n=-R7V+43qw72g>3iT@1(wl`t8!+ zM15O-5|4X~{%Bt|JDlfnJ13)Dte6hEn0K=%HS_0Oya{n8Df zuH!)S%r?+ITL`M^p+908f4AMv`w)u*Snt%gpetltZo<6t*nCfx@8JE6`bWfmJ|~l0 zgYS{OitkZ5X-Cj6Ukf@PbYFhW=V^C@xP1t9-7lrCn``;Lseydo^uNOUbvO0gb_#kP ztzUR|AFeN&=jdDd=-=Zbx<~AjNzY&xNuLEuUt3kb? z3OVI>=&M_B6!hI0m)lMs!B*8dJ}$B+1|1#^+TlaV5n&v>=S{F>E9$nISPQmpTNQNk z|Ad~ZL8qv{anx~rY&Y%E91pjhR?%Kc9rvRr!M2SuK{IqHDB>RlWghk0o(g$iX10Pq zwr?3|cT{J+v5d!E3iH4CrOf}Ls^>$8ZT$tHoBJl{Gc%~qV+Vn{fc@%jq@uq{JSegm zkBeU1*Hn~5dDyxBOvJCFK8O9v^)&9Q;#0Y=itRKE<+2s?zxln)|K`u%0KcgxSl%zp zXWv@{T{gp3gHCcjyC`P@J;g zxtq&=cF~9Z?0QNf>gg%mAI+Vu#N+y(gdXd*`+{DtqduoD289Uo*msX&`Sd~b_hSB5 zk$n?v+mZR#WBVyWpWW`&I_`u-2b+d7T(7efF0Tz)V3+xVRzTh_wwP;UfXuU!qc zZOFf`%cu*o^aotG{F-sPX#O>9f1Wz$+%@`c$E|Ap<&&Y`~-^;Qq2E=T*n*v=DJ zzJfYnJ25WTcfZBs=aJ?*>U$Kgn`?QT>%wwfYX<7;Yb+?&P{)1NYS?z`N1#evM|(SU zT$g%Kdmw-9`9bcp}m z$TPg&e7+yC@kH46dG;T;6h1$f{w1$B>>s1n7P8(cK2O;<+@JS(|I8=+PV=eMb35l< z)Hl2t946Hn3qs0Q6U>bNQYH*EE73MgLf7|+AH0?M}?w4|3QkD2Nb$M_$s3tuJx{;5Q3)+Kz z=~bW}9M*%EP`6#z3h1e7^8@v@Bj=^Z_OGSRj$0qf{|ow5&P!JV$J4*|Ir1p`(OuC) zu=SJQ9As>5w z$j9D2}U5)>%&$@xj&lk&VF{^ zlX6Qq#*CdRWm)3%9PoJV*w>bdnf=@tOF&{Kr7@xZ{Tu*M=rNA#&Gd@=X z+w-_OchJ8|2G$4tz8WmA{RefoF4vp;^WVd^v#9SPp7Y#AuSM|3=9Po7{(jK!rLMc8 z!La4HRMr#B1Lx*)ew;42Kz*(#rEV|ZO1lyBxtjK2{aKyf@Vk^ctas^m>U8N5>hC~~ zi<_JkuthP)#nr@DVVhxTU@UJw>rduBr@Czm*s|4iWPkRr`|j*t7r9?kx92lH_gS3x zCR(h4-=3aH9Zz^26n`~FJ8Q1552}3XrtBNy^p?bw%QvXedpyM~P{nuq7?%v6E+h3qg=qc2VDDE~}sKY*s?Y{Vn*QIJy$93urQTtD- zLDUH|GsK7O7@wP*5WgQi&vtS&b-}-M47PiKI%bA^1=|eS3Cgh>S-<;A)(iPvblE$w zRdvSO{`^?jVg=)D*_V2)?wSU_Nv8h06w>br@qO6eR3=czeUF)_FJGU_<8s)a9<3Kw zt*Jx)59+x8^JCO=lGkbO-2z*eF&#TYU8+ z{de*{iDG`A`BXkn^&Q^>x0C(n?hNm@e1zXo_Lu9Z+gX95>%w*~27OndA82OyKHC%K zJG>m8(^dRF6Swp4$bS6$b}QdAl^?EeEcM);K7{Kv*YZ2X?cB}Zafy2Fc2m#oEZ!$M z_Cu7rv&%p=$nyB1{EqT_`TX?9+4Lu8g38fp383iHnDr8CgYMi}=&|1$bi5CB-0%AseqCoSC|gYcO?f(KXZNGO zYB$=A?jlcdoZQsodNe!x7wE8vr;f{h%*U?V{uh2*!F|hP`^3_25aROc$*^@<9B9g` zvi$VV&|`OodEcDe1Up)n7R!?dTONLj9M^;Ocee(`80L#{g?~|x_Z|mh`88?BZ2;YT z_OI)*sj%gtY}Px#eC+xd^Tnu|xAM5mDl8xK9rV^r=lXKrl>4Z-4CZ;W^1=xBD^TEXSrDb_~b5e4gJeC)L^=kh~ovt_yx~{)bugCpP zmL6w$=l!4>$oO53=Qz4}^>(zk@^$LEE?|6RPEt2zf41BD3F@m#{0;4lEM@yDOMijw zzc|D8=YeyeSkCs}j-cL}9~pb^LTgL2V_dSSNEFZ1Y^{dhkAAay*p?*z}cWd*1P z=7X_)d_mu%fE-PIQWJQc_B8d}H(@;PGf5$+Z?fMPI8H3%?-a|ZhqClL_}z=4-=Z(? zi|fMgGux25s;B-B_4L)e?`mDp@mADp*^2!iHHPpUO(o^AkJALF==`IPl_65lh? zo9Btm|Kxjk2cMVvFg*V_z84}pykA{T;yP@!|I5$(K8fch}q5%zN2T@^Glx!%mlZ-NdNfjVg|=$9}aS2ZIYe-3_`!1ZT# zb{8I3zYVAospEd%m9Sk3^RdUy4;^+H+d-cd^0Ck5x-^w&ST2WvD!)59>Ho&%auxHj z`z7pWw-ubvE)FnXj69S>-ERC6x!_SyuI6~TZY!zhC6z(no%@{XI{Tr+w!vml9m%CW z@0(5TodD|E87v>DLD4J;w5Qn5u8v#*+hs5hyW3q5^mi%QVlL>HhJN?#DX?8v#_OVZ z3~X7Idhahj30oau{H`W3pN!tvoX4Hvyg6Nmal4t$Jg>gzIqGmO=fS)A`(c}8&YyE~ zHEcU#4yYz(gK~W6e;<24{YRUDI;|Snmi_Kd?txCn@@Rs())caUdD(s3L$Fo#JITrQ zKzW$^s+jUGq04qeE*Q%B8D-`xCLV9QlEv3^>}7ju-)C+YLzZ>*%#`EgKP(PX97j7i` zb?pu8=k>R;Jc{4--JBN}8;|4f%3?j!f#>rtQy=tTevgPT)Uha^sh!1sThTn|!DDOj zJ47zqe>e9%{=O;Hb5$eg`Ss)AcPUfI4C=JrFdMc>CS^-fl<@mN-of*#$4NV4CC{Js zA^Fxi9>1A7uG2n&?cd)7%5S#OPAvlM4(hl6V-L$$@%Q+bzJl#WQO{L1>bSh341P0% zajzX-!Fs=)1BIcknrBG8fzQ!54c}L#VVq{qjkw?Xnwvp6UV?T6{eExI_v@(dw$b%` zKIg-H$DhOZ!K2|j>_)zCvNGQb|2e<&+*#_msmtrv#}45-^}mWizleJ7<9J_0CEhPn z&hH|#nfF&#UBct8o&%a;Q^9CngMNDyY}bvn+n$3hDm_X6{C=dRj+^Vc!1j9-{iFT` z>h(d#yETI?6Bw7v)eUI(s{<-ujrKQ}fo2oeqxsAu)a63PgH0Vbo0w-^h;7v4i62pii{^v&^h8i(4=0!R0)1RZ(2Z;f zs-qkq*GW}q*E|b7mVG@K+n0*=syym+V#voXIgdRy?!kHm50iBiD4KEpn>>6qY=8a& zbl8+10aZTdv#ZHV>9049I-SLSc9ZiEY?soO?Aj2Ft^a}U`qZyMnYV)+y9P9F5zF_@ zAe(X?yEwr8PTkxGS^v;o-Afy!z1&l)72KyE~L(z zVei2f2g1H9Nh4s}ZT&&Lu?Owp_mLHepsbPr`n`?mZ%_>sxs2D%%^@l(?_Mf2WRi9jb9=dEh9Rfuq=8I9)n9tSj;C?Hvkn`l^_)gUE zR!ucc`|G@IpmYc z=Dw)1l>PHgGC!Q``wMm5wn4ipE^7*^?--|xc*a}43ENpAsGI6Yh|?$i&i3aJ+gY)K z)MeBG`yBP$hjqw)33Xf73VLu$Xt&Qsdd&9Q{6vb&LV4FHek0wvFi!p$b=%!U-8SW6 z+`niR-0+=oJ-Q@*;$3~yKan&WBq5WcLVj@ zg?-FLi}Ab_AN5FY zbf_2QA2&l8kBb%|9u55p?%aOVGdcVn{yZrzE9Ku=bp%usspGamh<6+D`%DPl7t{VC z&vPxm$ILKNuHpSuZNl^Tje73vO?ZD|`yPX46X|Xa--*vq=f!@$Up|ZaF8fp0MIY+A zcqlx-@AUU_-wPYC(^?ehn4z2aeh$C#(L^LGv^p#Q)Jv}^WV&{43wK^o*~<7(C_I@J2?fkH*_Gkwgp{L0;s-i4*I1{K=V^0 zP<~LC{tH)u`ui&Mk7ryiihqP2o4Q|tBAesoswUT!$M(^sZVws{y1D6~T*ZEN+o>zd z+cc+tY(3D9s051K4tKp?+W#91^wPS zv>R0db<$7JTho3YC@yha+!Zc@ElU}Xn|2%@mkA?SuToDQ7xJ{~V+~=eM6Ns2buK_} zWAidWQ_gj0w$m5X;fovSpT0QMn+nR+nJn-57^suFfVP5hx!cWk=AxMW?6LDhk4?LS zWHR%=xic2F5TT#FFZeopm+ObLleBw66@x(m$!Q-G2bx?r1!HJN35D$K)mIyKB4* zwrs_D@Tz)<+b=!OdX>1Jnq2)T?c%Vn+9Hm(%R`LY^~USNc{rcW&f++`ZNz-AZUN`b z={g@kr|s~!178lhJ&-I>^jC0xoIX~S_N?R3WxsD1^|=q@bTec+Y&U--XlHXgU0mWk zIp4D`{INVWpzM2=Iy|YIJbDP!Y1DbOb{TBhkNcauqPJih_X_Ll5uhFMIH=ol++CL5 zM?2(wb-NkY`^?&`|L$GX^W5fahlkz9c6mUEx9$o08P*f~EVi%yPwJwY$aY_jJCF8A z6q9BP{o;1kcOl*~j=C-@2YuZY^kG66N8J~6cm?CX*!#rmdYb*S{(ZLl`Z&j7<(<)d z_F!KT;>M~xk4a{Kzk4Cf-};o-70t7>ttEpi~1eq57(g|SiMQzb~`^sJ$*dr_l2#r2k!t~ z%1+QPBwZorxtXxPm|s|ma+!A+6!G8E4&%+PD|K8n3%~ojUr`?A*_CT9z&7PU$7co| zU(M$g%}1gJz0yzpUwzkg_@0>@_6MnN`Ml*S zK0o;l-yabl={frk?C>9X-64;W-$Omu$3Expt^672UZ9@q?^nV0U-0`%={c~Y_5OCw z8?2x55@??r1QYz7LxA(^-DRfN~u3!^pfxVCypWv+HS1VEcW{ z%j%nQU$fXeLg=oZ#(s9aaVczBIukU*xDQHfUsTvCUxT7q574K!19e(6vh59^JoG>4 zs~S{Bot?G^bQz4p%@*!!=0|g0n>zYD%1u44FY`^gzD!M~ZpZR~vV0ixzUX5$V2eIn zH?CSU|4S^d40PBpT1F6}@5W!R*mX}b^_3__>4wr(u)~8@>of8<_KM(Xxspsx2 z*QMFnsqo9O|6=``Em$v;x-Rn?(jW4*yE8Rdzkks6r9VMuU1RFHnzReHowbGB!Flk0 zFXMIDe`=`zDyZ6Ifqp6T(5Pxp(C*HDd0WBpcfUljeqs|)6ko-9qp9oSK-h0><_74q zT)hA^^|)`UTkt$=pB3iEHDexFJ(%<3T>78X<5KQ-?z1+-_T3kQvHm;I)Z_Ydm);S! zZp-y+>L}xNU8fQJvK4h+9t!>P z`<4B&@&oF9H100PhPb;K<8zn6_S$DMzE+O~PU5^a-!tfPl`wzmr@;21f3{&5k3AXs zdz;X&KB66s&&tq$8_l1S{dj$eLbGr#dde-$6&P2n)#GEpjroA zc#Ls(l%Gw8yl!^Z5*+6;mht!x7>~Pd)E8NWdL8Mu8%h0<$yo#HI^nr=;dhuGJej|L zxnX%*>Ub2FyZO(<@6J8}+Fu@}9rRqZpq`sg+QDz`{U@kv-%h?IL0eIu<&%Qh4!w=?w}}H> zZ>En?$5r)dL62VrUExU3BtHe}^527ru}b9nbT^WD;ryZ;>U0&x=_0#7?bSU&+bM;| zRbzj=PExR4;eDXq$o_gWY-sRH`loUH-8bdFYqkN`ts7^l>t&Nc*_Zlma-N}{$MpqO zBInup9t!QPp2l|9?_(ULJlkvkIpZbu7L;iV?)MXDU)2QaqMfx9_TTH)wowOskHzr26za5XxD>XJ zV}HD!vI4f=!1BN6r%$Git2efyT)oM7TUIUP`9hp6T5ud#_Ai0oT>ll%SH}2L`Ou$U zm*u)Gsj6|jK&)Wgs@m}P_?J)N_-G%rXx|iFE9mzPydS;^`%O%87!L{GYteIZH}ZLi zmAt>^9lj^_e#YUlv?bmnyCZ@6J>XyDp+r!9_fIgkFBj;S@HqR+E%X=iIf~_c-tJ6z zuU7K<%#YM_+aT!q#_##N9_I6MDPO==t@%A<8}k0z`#*u-b_)F>aeR*I%9-%HUm2In z%Gt1WSqAyUi=b~h479T!2i;uixqRdy)|=K9jO7~#{o=bodAJ#9f1#e6&GlfLYiodd z8uPFFB`2Y??*DOh_VGPe|NlQNNm|Iol12w>K3Xo9G#BkiTBDIql8{c4BqRx;c7)cF zB*|6UnT1cTl7!Z*lh%@E^g%*$jw3gOKzxVC&IPY$^@9(es?eRS4^?JYee!us6 zoaec$L+JKt{*pX!N;e52LBcN zI6iKBET=yYnGfnMGw9E`<3U?C6qJMSVR;?SV|OLomtE|s$NJ|v|IMbIfFJ7<+d;8^ zGxe55fjloww0fB3VV$|lrJu`c|3chVT+Q;9+@IYP{y?8i{tA?Bwt#x>3eZntzq_gb zDs|!%P}QKXo45z4bx%+pU_ZPN9ieSm3(!^819jbKKl}yyYFRmbx7U&2vpYatz1opqX^JVZ`v7hIv>6AQZRpVt)4h;Lo^&d}P zu1m`4qoIAqS~-nFT`DZo=)I%*ZdTo&j&dk>X(J*>^_cjx^c{lbxQE}u--d5t{u&*^f3B@oDrVK zw}pQ8fy}?Xvf2lD{)$#BK)0QKZLfQe&*cJA zWs^SPL&RkpUgzH41nvLgc(+ZX-}v6lyUhqvN6#e<^R?xn1HA6f!@S>vN2q&~(SCF_ z#3L?VI0ovI^lxX+Lr3@LQ?FF9URd8PH}G?a_KVmwws)fI(Ee#><%jQMems6BDw+M| zx)c3dz0`)kpJ$kli%aO+;$j!Xb(d7oujtI{AL8%K=LO%tjCsB5)s*#`hwnS|=Zig| z-@P^adt}=%K9JA$iayEl1pN`eFMBQfFQW7OT?xl8)GHhL_xESJ%WYo@tvb#l^^2hU zojxvZ3fxOSmoE-OxvupfXtuGx-7gD%et#;jpO{QGWqz)HXbLS1^K;jW`MHQ;|GJ#X z`Rle3^KoCradKIWK5n`#g%67u=HvPp=e^lQqYzg|29rbX0wd=svi?3vU8^=2*-wK0 zeDMcR58DR%yw#vt!2Q)_7U!?a1EW};$o*I&=ehE_IqY9I_3N_y!bSM6uPOs|iYJe4 z18wno(3LPR7vgznGhz%VvpCO9#dd=B35`M9gXf!>!e8jejW|!;m29W~R&jotnzfAO zWwXfQNuZdCE_xxA*kzI3feNxbCVmspf4YIAM||}(ua3s zlNB5vce$fjo-i1+@yy3{K_}MB4gKr6*FdXHf5UfeIQLZNe+})MZ2`>)j+e^;vska_ z8Bh*jLf@V@B48HjewWi~ig{#*O2=IJK!1zAG|$9;)id@pPTP2yve{ zi{&jdsjEhT`qU7{1^eUG5e03wwFcED?*FQf)n&c@wLo3)KlrPz!+CV7W|%+MVQ28) zPeD88Gf=c7b!X=BJ}>0+JJ#_&wZeIAN1tQ;{XFMIZ|MQ8YPJUDzy_chd4c|Xj{C>j zu?{+NekS5;F?sw+vep2xD ztk7Q@?LYsN*ZJOI{B?fl511Op?K{)AqwC{E(hYcDa>l>-e)ls!)Q@s}KUHPpD@;tpL?#`nS4*;|s>|@3f7=-~9*MRpuHpx?Vtk6!P#(!soUu z%wJ24=Hu*7*B{Zh)d%!vv6gneWT?fWN@+RmJlA zbCvv^nN+s>^lR+j@slg@_ldvh>*A6!X#Z?z=Y;ctTm{=n^1IJbu21s&vGMQo`aSGt zvDYnzRyAhxJ}ahzrYrqiwttHC!@PD|HW1o=)(4aWdVoHm3#f;+B_E-mn>U%CN6#&H zcQZe?zr>)P*nb9oYf}FU+D6>JRS3>|GcK%08}=f7xsvP4bpiX=P2t_)x?5R3ArbU> zJU_*iaQ>T5{E5CjsuYa0H$l;F8EDJqkUgFO-Gs+LznuN-B8KzcTnYDsQQ4QHTp#-# z{_85~<8IuS&|=?aP@mvS5P|GOIQi`G04;Gsn}##Ut=p zU&VY~ByFZ2cjS3$vf5(mp|60pjK1!gJP9q=4Fb*lG*IW?9O{K}_PhkvTTg$NgPFJc zJ~6y*!O!&D!^c6L!g=ye9)ot3)INdvygdA0#6^r_{W+_^$nO+X9VaqAjJ|H;)1ZCc zjf@v?TwU}#4_|hbdq8n9tXJNohg9lM(>$_IT$4)quJ;(4p<_MuO%xgB&9!}Izmecd(YIH|glzANshAIs_?Prr(J zwk;0%wqU=xxRL#)ei`Sp*)hCM4GDQz8~TOq!RNSrim#)G(VxvVe0}>A`wjexkk6&_ z`LF8)ANVk|JAUEy=1tyDJrwfzV&<3fQs({Y2;bK~`_?SyxUwAd9iFrDz?YzF{4qI> zKH#U&-+hZh#PuT%v`>+;?WfRcGkqk|ugUTv`nP-f8)*3;X&&e6`CZJfZQ4+Z6eB7S<1?5iu2}Z{|{_(-7ADdB0!j$4kPxvIU>yM3P{Ymt5yW|M{w*IG}I$_hLx~1%=kMzet%K=sJW7+OBsD{wj{mMe<$h;)bPnrd~O3shBMcj|h$=eW@ z>zje5E7!OAQm${4>krbWH-vR!o(=$;XSuYRzgf!5VaJ{?R z-Z+$3z`ymeuR(c;zApCm!*fy1?hEQJeEymRd|tbye2&ZY%#YQT^hY-#j8`WIAJ|2o z_RRwOgy--()N&>nU3cszgnWM;{a1Bhp6#c!!uybiNFjp0>?S_Hw}yV&4fFwhDj9K+ z*`DRw==(N}@6#_2dHMym8}y^}b^RLK8_{z?>|*A5`qo2y-oDBFP9?LSTwca`ajud+ zZboq2+s3p1+}uX08l+AkT?KtycMjv@({l-_f`0v{l#{nZ^67>eaL>F=sxmlBil3byYRVv!_QgG;`ixG*&Y*@ ztm5|^M?ZJJ&E@wp>?OvZcs6i6C})fVZKKfte&}InG3|cFm!yH}<=a4ip*1M0Uk{3D z^%>8jpZjLjLizdN!yG^NrOeMw{V;AG`!@Z$5!acU!c1tTId1ND^yl>(ZU-ahaDb8Z zOQ0>{xhi(-AMjsO|3}d0h52yB^mALhF!(d~ee=s7hZZgS@w#odvOM=+g%%fsudnF}EeEnc-j%dq{gL!{ zv5)iQbwN|c9rJq8syXk|?;2jef&Q**orN!}S^Ge-pZ)N10LRAhp094>nXmiFIq+?r!u@B|#)qN(@^1gf*G(bMX^Zqv)8{(` zofghlZ^U>sub0*9^ZIh0+p15ozQ6Dnd|B5z3`Wjvp>O9b0`0jeEZ_1V%QtdjVBRL%(2rF%^X%w;v2r?n z-rmW$`-=Iz+Dt80hwHv)`#`p9jn`4P1m8Hw=equg`C8;WdcKdh`P^3zr$Xxj=6O2* zHfZz4&7d3@uFDSjduRH%_?xfmo~A#Dz4S8`=5GsAj_0c$#(X%k|0JKodv}l*Igjlh zpZyNwvtgeWmCU%V6Z%O$=l9|7VLyhc$Ir|6X8TAU z;OA@Nm{-d-|K{g=*?pjUh7{lQhqk}azvX2QLW{kmeBc3SKb6^V#y?z5Ae%JWYn`!rKmEdXV^ke`bY&^GOU#y5m{a7}KZp3Z)E zF^&7R+cbf=I(iCzEZgj)FIQ|JE8hbB*z zU!QOWJ}lQUUzZ0$zCL{w;%@t^^yx9|e;3o(|Lzl*r~ApRP;OG=$Zl7FvdypbV{r&H zqqsgz*IC8*v<0BjGpH}p&*cXCxv%PtxJ|o*T$BR(W*kQs`|Cr?Y8*!w{m;^WEB1qt zeVpje1K$Bf=Bte7)6Z?gVbC_7^Wao0_l@y+VIJJH`n)dYZ~Ag2_jOgt^mV!J3&eHZ z4P*iLk+D74|87$0>uO`j+gFaJUr&7iRM}n0n%pPOXVio?BRD@U(mw;A)Th|*?sB<4 zUDpZy?=j)r)OPHDH}kj;tQpC9@M6_O`fuFRpdI@dS;X=6$hif)f2|Bq?CC*9_nBM5 zd2}-CHeQ#;`E@RxdA{qF%KED~kKQ(7zrC1N194Yzp1ysU>*0K90kqD~WqjsLP#xhu zvtn9*XnU?Z@R<_#;y4bmoA?!=H``^&M zPe)K5;Ji7#h4be0sgual)$CDxzBU^O+J(%cRB|uI-{EuJo~5t5p262YrXSlzq&mvy ztlQ3f*xtc>&n{uy{K$5I+8FZe+e2RcE`3;B5`5$^^KZR{ujhAm!TT^<`TQ4|%mdZN zK8*jw_J?{U_`;|T{5uxW*X6g&HzVi5^Y3Xv>Xd7sT~FqBZac?i<>8PA@A{t4--W@S z+wO&Sjp@tgN9NT!tbaB?(x-K&&`;ik?Skljs^;;KZwvOTn-PI;(7&Vo=w?*(_1TZE z^XW_aHRj>beR=#c=GmqmeOm?pj_#*!8?n72?&aU9W`%Z?W_!sz&d0R@AJm&`K{SXTJ*Cw27de^DyX2GRX5B zNB4c0r>l+i5ErffhVQy`PfjSI4-eQvEyMmX@f=TAn`R(x%bp<927yX<2mQ+6>!+JR z>p3++vF9v&S9jhGnyy?$xS2do77Ma5sKXe~xi^BZ4yjIX^c0HC? zy8z#f>_13<9>e@x?B7T~UX{c6*x6)J$j@gFhc>BPZ|;}h!TPP*gDSZ(%gSLwWV5{5^NcST2fFbisJpRW z-c<~P7McARA9)|B>(c*S#ZYKl%yxkp$-Lh!y@%ID+W}**r*6sqdO3jO@IE2*!%zMg z{w!Kq`n1a;>yHC{pNBwqp5yDbnETS$C08RZ2ZVFoPJ9D@b>}yMk#%(R+d{5ylQTKK z9_^3!rH`RpR^z^Nwg>0cxttNa&-O<_)sd7l*)A{(Iw9`!8uI!B?1wj_xGv6?=hL?n zazL?%^W;?WqxA7ZcQM|d>)q{=Ygm8s|KR6l!4y7E&yOUp=kwN$r=Qy;>`yhWJD;zQ zq_E!Ge7>q%=)Yn=sbYgaSUz_}Qft=l75w5?=GkIj@aqfo715vhnXb+DgZ!=sue&Sc zbAR!9FJkzM*WtVp^&zz{rC;k;>Cbk|&wOsb&whM)komQ^m-Gq2uTy?QJ++y6 zx7$ue&v_N^3cO$Yc@0p#auq1s1|Odl`WYUkZ;PAg+y0L*ei7!e`BHu#zLeizWZfn1 z<0sQU<-qWHH|FPUQv0(!k$$X?)3?Q%;M+SNXL&QW2h}ZOq1DE5pu3)0^cxKwIft9& zw+sdKYit*oIJP5=>xZ~}kv{L5@_UY~tK{`Rvwz->w#{<6`)S33jRxfS3|ys)^+LcqTfbn zyCjeGy3*fOGUv&On1>LT>+S{BtZrnDn*y%^P2peg;mCL{C=Y)En!+4V=Vya{ayU0F zoAcatN-E-FUn|xh5l4OTFZits`MJ2res_83E5xJwy86)XE@!@uxZiEam0`a70M2*! zd8vrY!L30d>VuK>T`74m=3D^IUiC#(fa{IG5#vnV-u8lc9a-XqGQ{2z2MUPrEH^&GJ5Bo!a;q z);nEEznyvtG$VNaigBMn>lF6CyKx*}H{Cez-S2*p*R32uW`uF{IL>!ho9O3$Iro=| z^jo2x9DE7rdYy+q%7H(EKJNhNntZ|dy7izfW}a?~Rxo}jm-WWI1qwlb*K?*rNA?2- zZ9HkZGH$wYzZ#$T6t6FN7Bt;L-rq6{TJ(=zKZd#$+W|h2>)&k|`|Bh74x(JwJqJG) z`}UBT+>g$tas8Wb_B!Hb0q4WpCBvX?8GYU5wu1J}Vp(t7+2F%pgJ$FhV00gNUo{t6 ztm1k%o&N@P|0S%Sx{zAT1Jx#;2P5`#zgbiN3B+{@$K`cC_m6kmYas3_PQjPWh!W6t zUk|#9H^?T>viuDD-+dnY-{rd2h>LyPpGG9Ti07Z{ISCZ|nO8-g2Yike($B@a^i$o5 z&)3Lv0_Co&v|(;_;{FaW#+M5^ym9?<9T1D`MUA}wi`@6`k78)zpYQa7WWlBIIH_S1{K^lh<<*G2cM`TzadHLc?F+lF~uD)gJz zj=}5O_{%_Da5*S1zY26qNqd$)F7D_1j`oMR3G{EfC<*n=ZTy_&VSesnH9rsE{7#hn z3;Z1Q$-caQdelcl{=AX><*Fus7qTsXCu+zv)K{}#;C-4+=k+8B6<`nCt(pZ_cPyXO0sm+|+eZsGUq#?jYJoWyn@w%6rvwmtL&{x$aZ(x7CXi0yU>wkg|NAq{z_Y3-S zbpO{1?*FRi%tYK*jRD2JA=Jw`58hAe1a0Ou0o72Bue%DaOLytT@aM?9BhXLI0_DKR z$PH;MAH(@^wxNV}m9e0h#`SArALq%L)BEAWZv1DUN?rr{sY?Pwo*p0ei3|I@sv+!u z7pr*QimT*2IXSQft~1@ZzpL(i7(Q%^is{F7)`NcXVo+S1#`3f$K$Xq;ak@_EZ=c#2 z@yI@%EU$T%ew+FoC{}H!uFrYyqTgcb5gb348zw^g4EDF1!d|>C^Jdl?*_?FjZdy3cJ9Zhgh?&m#T+WZvwR*CC4*lF`w1&2g!aBBj z*Fqb|^=xwHrO>KFIebxO9iu;P*-anKbf8V+{P!qjyA6n|8vkKEL0>niIgBSS0QE5L zSK}(_|F#kP?fs-TQ0_}vPflM(-IwhLzj6z7-bW6825~c@3+uIO1d5CF zbvNM~__CbIb#JQU2KsmL5>WID>(@_nKD?jGet6NJlMc1Cv8Mrwpj++^5;R5$~@gyb%A#2jX`zvfAD3ckCHV% z2Xz7a-_5AG(2;dFpdCYBmmyzQH98>f>>NJ-CWq(rl_Af{ei(6el;fWM9{Q|n!sn@e zjrpC}dpn<-ZRn%6oX=VDE`43!%6?P%KIz8udfUA>u8WS_n^eAziTZQ{`iuXQ&vWIO zzo{XlSo44V$aD+-UyJWk*JZoIC-Qyi3;6nG zTP*9fiu!q7Xj{(y1wA(r+Fj3fil5Y;^;glq%{>17(Rpa(-W4A<$} zkCG?GfW8HP50QNt89%uYbWN9l@Po4^G7f%Gm z-lsu*D_>W|j(}E29%j7mU{F?Pe}UQ@eiwg)exuaTj_ebBJ)OSp@1d{jllt!F7tMu!Mr_sF0Jpqj`iBp*X?5Zy1bOW?w3zMxyXDHbWKKs z_FDS7sed2Klft~YS)Ev3-WJrI6G8c1Jm{O%C8scNH=kSr?Q%KZZkHT~AKM;bom;$v z7D=n<*Ku#KyomksemVQ)ZA0emx}Yn{Rd(?8nwRjpROag(%7Gadxh z#%|=$wxHS81ay+VF01`Pzn=61=$7sTRqQ6}9Lw^_S>*C38L#BNudbvEwC(XP#+%d& z<^Q8UkNp|c1^Yp_<1D4 z=x#?5bsGIVlCMFFq?w?rc$%yn1e(-4sn2siI5Q#vTCAd<>p9h-{bcSZW89zcS6!F> z?zYq4gcL-E6}r=;IlKK%L(hv|}&Oe;vXiCM~6KDx=KFxeO1WUZ_i-)DLzkSyWsO*r6F$b zAYFR!?Xj%qCiX(P97G?E_LIv?>DT5{QmhTUkG}oS_-$!4Z)Dt_V?Cc2e7%6rdApFl z?stWLg=y5LTX^pOaWns}=>FniU7Jgf}OW7Woa^SvsHnEYbcKGyezprT+K; zee=uR^wSn!fa=P8&=#*{d^dgF=e-H7kB9wepyhi zecx&iM*HI<=XgW=DGeCE@+#15tIqfZ?k^`d{0tv<@*pT$GH*AjT)!^%zlpfdcpg-< z9|NPlF4uFM-8XB9xNP?)d^vJH7bp*KKUgy|%zw`r&+;nvzxxZfL7Q$ZKwYaY=;Z(C zza=L@J$E;C?#H04{tjqH%x3&N_kZ;n97nf3Ze@HzV=%H_k$ODWrRzDz=+kqMax@3Q~zHqA0Nl^IfC&KKf-r)!A?-F<2k5u!xCth z^8#qLjRjT5A&gh{2K~z0$P3Agk843)%5ikrCZ6$)7P_3D9oGqoA&JKPapBrS7ai-|S|xl>P6r9rJYGjN|H}Up17w9T(wqK7-@ywtE?U zubkuTvU=E;Cg%iwaUFd>vcDv++s!=RmYs!GHF>>jauV7}UKjcQVtFjr%|*|Flc8PV zGk8Bapflh1?snwVM83~TzHc?FiubJy_nTcpJ$`j~y%#~hocrO3mV+1%es4ymK&zt? zl!NK}x)$fz$$`x4Bj;qo*Ugz*L6ONk-ga+E-ycTbcNN!DALF^Mes?Wiw~cnBFA-pfnz zoYQq)1>JT&XCvnqP~SBIlrKIQ$_Icpp8jgO(&z1yA@AG6=dJple&W95b5~wQA66d* zU)G_0P%m7!k912(8{Z$V^Ut{IVP0<+lmEoq^FGn*)JB%;I;7vl_J@t(Y0psWDk)PECjiSGcq}tH(LHcfVKU7_ZKCeEYkK4ECLtKCSRw!Qx`qI}y(_l8^tFl1ZmcKh)>pALbe82hx-@my3am4My&@P!Uh`NZs zGm)7N?I)#z;$kvrKD~kQzWkik(b|l6tH$`s3-Cv=it`!7w3E>K5zd$JE5CtuZ*K=p z{f|L;DSchs$N6*iy7??$kj3)$^mX?P$JN~q_QQ*dLs9Pk*!94vweWa-PeghSJYP zzpe0Pv5NEK%xUf$=XXy+T(%huM)qX|Rcv$6mUI1@Ieh_sYsYv{B+<{+Q11UKlDK|N zZQ?%ew#T!q--G+NE6x6PxAbghWz_S-_<1|} zx}G}$abL>)+fCu4&^C?x&FBK|`zkkdL0q+eto4mUT<7HekmG=+DP z-JS$>U5+QHBb>i)(=rej``Av=$JpN>r&rRSk1+4|yF>myJIvc#HxcDJe<=NXI_Ke= z(|1ApGGDUg%-_x9^m~5;)P}g z^)j{lHRM?>9zePIiQ4?g_JaG0zAo0%*L`!AI~mG%Q0rI2efskLWmO z*Jbq{cs=_ypQTYpSGhDa6j`VU(bxB7X9eo<{G{q-;7i*^K-X%+|BDwKM(5R5A%KfK)+KR zgKxLVWc+3NrET~sv>UeowAbcRf5q?L?_9(B*_%MWaw{kgIkL?*P=6fsj89lE;bTzE z-U7M_^m})HEwtGCAJ9CJ7s}aQkPj?`_6hSqb%g%ze&zes`37;3$^If=H4fU|@dUXr z{0=Aad-hYn61`>dE!(S-*&%v%U5@#>4u1`_|>q;v&aML@Va)dQO-xar_wk z(!aBhKI)mT`^lU?XM51s<)xPX`rGTE>B@e1qr$woIQn`dZ{U4iewg*;edO=yj9;Zd zvHBM3S*<~x-wc!wvOnI`kApTNnYXJCt5Gkgpl|Q-pqkD7Y2^B_?yc`U`gR`ojn%b= zvR-y7DBC1ZCs!wDpQK-Blm!1?0lM@lpqf2^@iv`6ed1cs@1~#oyyNuahU{-QaRtzR zH}i8l_7(be&GDd#o|C#i__=P$@)`|5dH7Q5Y|e8xBmWEk)wLWM*00HGZ_=0RzW|E; zV_04=2y{6-Urn^^!SX#_$cz7X{hFQ|&O4vEmwr3-bI^``mp&ZUqeu4lWPHh7P$U`9 zHya768V`^iIR9Nvr@xzdJO|x2t?p=uMIb%VeFh6iPXyfz9G4mL&dWpIb|4un@ z474j52hE}nCLDN-HcT52Ng-by_ zm;2i2{GIgc;PblH7tmr4$LIC2XM*NA?tXbqXutdnd|C7_0aff8(2bi#_TqVO=F9+= zZ{oT(d6?(8nh~*xizN2L>pDF5O&!?^|Bmci2+H-(QD40d&oh0B&so=m`ICs5iMYCA zGH9OQ^VC(0hL&yUAL4%I@A?!e_7CU%>X1$jWBr36uewX~exK6!)m8L;_Zy$fav=R% zeL$bKV}f6=WIm>EW&OxG3w)iAc^~mNeNC(l`bPS?OCP{`wZr`uhJM;F>F<8Z9VmBA zZv*YQj-Yy(KB~LWXWg%j89zdQ)^&rwhy7WMqJPV*TD)K5Ye5qiuK$fbEoZR(ATMWr zEx%*FtsiTJ`hF!pAG`25Xq^)B=34YipZF2t_Uu|vyufn5@-^14^%l!NdlytM^ZRv{ zKCNEKXZf9)-+2Yv{4^bO=~G#L$J5l6!Pi6k(oN*|938Kb z@85}f(fwzm`y1HBEfDw3n}A|k9CZS}H#71wURV1f{c!~6JL*&Pb)CPLzS_1Jbe6tu z9_PF{`}y05>r-#A-ld!mZ+@P{`0&w;Urt}wAJf;3>W{doe>bRZzMcFq%!{wt2HJMN z0rXRux2s#Oh1Ruev;HQ|qf^Ph!;i%@`npdjfwp7V4{y`L{xoqMUw0Gwq1>J4`gLCw zN1b~C{_J+J|J^s+1Z_sV0?KOKN6w~or=H#v)Wf-doSw_`S;T(&xjw;tVBL0(pWAcU z!Jp~p>d1r8CN+)zeJB~UW3LC@_Nzb@`zQR@#o05wItSEsUjWVR@hwG^5@JBj+E0zG@2SCa^!=XN0`H9oN%2*`4*8btHE;1I3!Z z;m>mBmC*7)UB;(zUA&oJigJ_6dG&r$2WXx0H~iS|_Vn)^pVGH$tN>-TSHZ~sN}x}8 z05o0c>$>j0s0-=qZXDOEyUHTwT9)g;nvJMCHU;$~ZCL+?Wb%)$jMrvAflFsQLUrKh z>;G7Wa&t{7sdn+Y-lQq~lJOtupRV#_XnXd3)=Mk|Mdl9bzv#by1$|oFzaR0)K3?R~ zA3)pVIH(Jbg6ezE@(HAR<$GxPz#*0o<$dI!z0{k+`|QKl6Zf*6;Fs}zs-s(Z{fyAA z`2Ia;bIoefEeGv&mios9pwhFcZ<`4UGllvSwlDRZkVs~=m0)!Ldwra~ZqFWtZu43uyChj--c-i-4k8PkFoJ&1s2K8Z%tNYSBpjGS*pc@~~O%La?={ldmuSL=l zP;KIPx;fno+K#=6$dwuXr1yTIgID9=~H(> zyY$cx-=`6@nIGoAZ~PU$YqphxKH)_0;~ms_Yd|%N`MPY!JU#L{EMGYgbmtZ89l3$J zq!uVvRl=8C`f*T*|AJ~0ech(f|ICQBi0cC8?I!LG)^C~3`mvKicb@&$t{3xm*^YUw zFYU+j^pIzVa$ClBftfdpZ>s|mO`yqmU>Tv3zY(Kd3_pn|Q_Q#uU*R$Rv_V4Qg z&bLz?m(hQd<^|3Oz8u!ijTp^%j0SyPZ!ofd1gMgesK?z8%EMt_`+*tII)(G?bZ4%I zSDT)MpS#?)*WKJKsA*2Fb;pB%IPQmo>XX=)tzk96EqEav)+{%px9Hu_$cPVe&=_LCmmtED}r8gfcgXasq0C9 z75CAH?V=OBZtqDl^EBuup8<8sFVxTe3aTN$fwm#3Ut`?Hmm}^bo&!ZIUT?OZg4W0B z|Mnc;pE=Fuq7XL}aoZqB_vu&1wF<_D<&S?pOM|x?(l1v&FffJTM>h z&%VO@UCrO0%z75u{T6;-f3n@?COm|=X%N28Kl%OWWBmM$;`eGB^80d?tx#XAPUQXW zX5MbQH{gBhT>;wBTwf@}FYrs3a~$+LIlgY+Dq{TCO<<%y7L+sJ0?mTgsN2xjRY&IQ zei?n;_a)u$!&rah08n?LuPaSo_q#i@eE!WWPq~RYj=t`1xCYw)#qo7r*wlZz&jJqCj+xpQD6(2P6*|Mq#|yq5{#+_rrjKQ|3_ z;dv!z(AQOs4bVE}U9#@mpxgc?>wP;1G}pYuc=`-b&zTB}e&IRWcrtW!-m)}bA@Z_fM64eSrF#Sh?q z_S*Zv$hpFxy5ezA#H?j}6!Tg0(_WS*|G@aqr$M{$XV6b6qaI7YHJ=7w&OVR0SX~Lq zbyeh`|AD%$cwGr0?6sGI`ZdzYYSfRCcJ$w zzmK*j?32vr^`rE8b;W*OzcsX1O8NKt75v@F!JAR;CaeejisiiTi;JoMd<_)$h3~cG zd1!O`8J0Ka_v4#C3avH`0%aDzPru?W)@zmuntHdedVbYz@bfR& z|E_ce{qeCg^v&j6?`9Y8f;J-@d zp4$%;FZ3ca*$?l2??`!7Q6 z3iMO^fFiREXv^v6I-h=SMlnBkC6<1^bSizjT^L6nOh5O1=;yAa3O+1a9V0VK>C2TI zM|UNh7bmOn+!nX=1(fSk^mX5C7__NB0F+tjEFVUH_ZK=q+xR5b>qei~`By@_ia+4H z{=#9<7SrcdHqTr231R-+>;?4a*;%39GoU#=9CYI!0Chh5K0y{VM$ksD>V3 zJdXLhSXB%yrZK-&8|lY3J{NJlWiIGf(kFFFCbUbRLoTJys+u1|+a9|Zuh;|n3#FhL z!MN(c`S(JwU7+O8TC(tT;4Vlb!Zng*4!`tq!v3@GGtDHl< zjs5X1hyC!P-))FT)^mVz0P}aB$9!JJHVowrK+(Sv{_U$czHW=IgSOqP;LE!6LC}ro zesr=r{akIFfVj+Jzk76lSv`#X?(zVA-Q|XTVUpzE543^vk~i|Df-<-xwEr!hPeIKbn!FaGz+qCUTwt zwET7_esGj zxvj_Y_es03K6Q1L>&I$CtD9p%)2$}U+wi`A*=5x4hxS1ceP7k&`!WqG@jlhjv!KZQ z5tP$I|G^mM@2;X0adWze_15Hrt|IvPpDTD>`?o=V13zc;^DJmv&fk^T&;A$v*prCs zFmJoFy6Z{tf33uj7xh-}%JFr3j{Wg|Y8Ypqe;>;oecm>_9a?Rq&x`$%x+DEv9S!@y z$I#zR{cxUoX+Hc}w&8j=oj*VL^$hxW!8p*2dJy!@x`TER_m>kf9A|fuzOLtPhCiE; z?|^#Cdir*07AQ9`Pq*cFQdgs|o73EXCUTAs>-T8@iZ$FPRuBIRe&+M&@2bNwXf<>{ z7@5~X<}m+NH9n$V`X1<~z5~j2%Rw`e~^n{R#@f@qJsyxSxCy zae3${sE5)2?K!>=rML6Ce!D@R_a&JT^8CrK@wya_5BS|fsp~}N*|mmNN2)QN&vkJ= zgTC#??Sy}-*L$o=E&Q$OH&rMEDT(znvreKc=s z^AXC8dLOilR+7Ku@wzz{^m)NQzhwR{FQf1IU3~tkD@mV7U$$q1AAUtf&cEaRPGs}` zi+R0ygMKZ(;qzR-&e!o@vpwO?hxWyT%W$21FY1%b?;`sZBCc*>|E-_Q`r;mtw$hyS@f|)Gnq^>*4fi-#hs9_TbNH4N*_udL5bH6jc5O z(D!Kx%0r3dVV2vX>#5&s3<^QI#*LtLK^&+y^L2bi9cVL>zVGg4d&2j*i1#fI{s!tt z`S;j`$M|=3VEa+dq@UX*!OvqpM!8=`Ki7}&cjoR2eje7-+2ZiKInQ>N+c5#x+0kq- znNJ>u7JK@GdTvjaf5yCAes?pp`miOLd_Cy<(#Pe1SZG%feEfwA^vn2jptpgyr2G;#A8U&sD<-I?p!bggkLKQjvSeI5gC{KKHQ7|w0W=taH1J?pLH_`6Nx z_`7Qo*1s*`d90Chtl`rla|5XJ-vQO^Fb-e%BD6Wf^>3nIf7VOsOx9_@^7&`s!)Du2 z(3N}z%0p`zAH{uQ-T5${o}P}lPq-Bnd%BX-+Jd%>{w}9;oLz6BzpLyE@HtoV6DZdF z0LlaVKohr<umZw3Vc#8L%#de1sQv_{N**~w2ObJ?pt|a8+Yi^)UzXH^AxE@|5 z?+boQ|JKL2Z=GCk5jSUEC%e+WWfsS|{iKHxw@Wym-Sz4c^bMdKOuFsOq22fvV5Gea zn)*EF&4u~xE;sBiyJ#)_JAwPm%0tVb)hwP9Ba;3DZI?^|Bm30Cm&HELcb79)LFW3WAyh;By^H)LpKI>SoDcc>Y#s|>iBHyQPPM?r7LwlqVulIkwg?j21 z`m>rH{8?;9Tpp&+sN_$eZBap}zX>#Ne8%{-tY^A$yh2X@koA)JzQp}osW+VF(`9 z_^GVU@pJWk7(ai2dAZ-oyxd&#BI-rgvDx6~a>GboKXV8u?&}Nc6!x!+ePN#aRc#RW ze>Mm09h?Ved(>jQ#iiurGw@@R%KhWy%&pKO$tPyN9t!)x_UH(0i*8^%s{trlT@LC~f5Bhn2Ku|$ zcLG{%+6(Hr+#gog;(4p`5a-Xy18<@{vfmc#58-+@J(qs((w|4%bfw?xx{pAMJ@j=s zfO)%Y6Y}<>u_(9Q*)MMw9j6}`ehrG4Fb?1C186_VvV6fyVD!8f6*~~xF5)~oUAI28 z9Q+6T&TQLH-%HyF`U|gvdiZFT&*Qvz*M#&JG7wisxi5|A-ws+1ZpQlC>X7rVWIXF~ z(3Q}S{Z!`DDw*rwR7d)%IYXay<9?%$c4PghZ>!l7_pwDSLDiu(@7p9$az4J=#C`-7 zdkxET=>KX~40XjNygs`+DA&>F|C!gfi2dvS!YI5Cd7uyI`?Lq$(%PUJ!u{rLJol6H zyB&SDAeK$pw) zX|`-T^@I;WRg>qhyPT!aelqu+Q8i{jix}=JEB0``y4dpyuRs4XXu9z{SJi>@+{LsU z`gZA5FtUFL7}=+r{ym)i>+-+_`gqnsPz_~&yF9Rn`FbDDZfxTn9v zb4?D|%ja7+K7ZxGFQDz%Psu0qS>Av?>L&gNTCApDn%hZn3G;dLGxKCQBlzb-q23wh zy=DQaHi!KGRnjdD&-Xi`c`*H1^bfv!DScL4!ghy#gml}3&ZpnHCiG$1p4Y2e==<`! zZFt|VDf2~rdSjlXIIx`*-Nqb_xAf&uxXcxIg&zGxTTGF$Hn`m)pm{TmJlzcxm!yJrbQe&4AFhA21GIjXujB4!p08hJ{_mGFUw4f|e|!SlBl5l9 z_<3ymiJ!+&_CwgQ^mDPF?M2@=eD1%pooM6P{)x16d3|cMzhn-y{bD-r_t3MTxMU3I zetU!*KY;PDFQ5$j5J%6`wb%X&Whx6XdC!EhNzdcFc9K&&P^)lC? z`#w7mm#semO;`4>NB4WTW4M2un>Zik?rrw3s}H6^tDEWH>LJpe`~TLXSF(Ryw&(me zzoISg^A-EoP2qKX-8lBIn@_?zwa~w=HXWibH~Sp44cCHZe#pz~a9PO7D(B6cd5cxZc8i-JTl(EdpC|< z+oIZ_nstW0Hh3$2ZsS7GFMoy1n+`_ig;STZKVI}_-X7V<4{<$=zN+ic*Q4jQxtzu* zw@cVRF9&d5oycS!?{Y8W^_^ouQ^@skswU^xi;QTZ_=T>Ny%{*JQY)Gvy2mPd9;j?o6_w?f= zt}Bo3|E^PV5ZC$i?Z|ls(7vzXbpywPX2Eb!ZF&%N6_0`m_p8LSGqUiu2*X?vM&LslEXT+@n6Be&HUA%PI;Bw@+9cS1wT2@=dies&tduA z&v?GsCy$Yf*-vWE{TEuS;qzErQVcB*hWzz9`lWxCerY~g!}{+sk5>-|Zf0B!VLq!n zF^{$jsqK>?{u=#O7qDDhq<{Ne%y;c|pW*&~C*OyNp^w_Mz|mi#T-T;QySqN;`+bo0 zZ885Ic{%?+HH+;S_v<0lvuD32KR-&2ISIP$q_3i1$$_U4m){--{Um;V;)N<`^#SLb zxu@Abt!`$2wMu5*tzTunD+e;)_Eib=)raWY?t1#Q?nHmJiRnMU>c{f(?$EY7 z{o4L=H~l#O-@M=E{^XHwl+U}n+?mi^Dg>mv$dC-2>0#FTk1+>>1#{UfS-=2A#@wXl$(>R~qF6jj=+oXc( zVUCl#2`!<0LKD{iydEg_Uk;iPVgJ{eocHFN?SdcsjLo3S<#@TSHH&^-!1-?`ZVF3>j2r|)iD0g5%RgL2?BmZyya&FP_JSB|U84LzY%O$A2! z8$g-W4zx>}gRWOC(8PuO{Xhl$)ul6!_mh8v)^#|)PG)i5yc)U>ae3%dascysv+e&; zb>?w8R{#G$2_H$wzNHgGNs@gTax8;MNOoC{ZIXQ%6GJ&n2#GP4B%DboBsv76fxdhISmq{A!CZ$mz&tuhFia^Uw zf57MLTnEae<)CP1LF2|#R|xCX&-I2@Iog9dS%JQ6MbH+ZzsnBQ*&bJc@v!fllk|BP zOaIp!pGUizL_fBJn?Q?0-0wza?Fk*3=MP5K6N9=}9OF^l$(DTI(D|A|i#B2Wzg|_g zFADD;xyw?Q%6y;L4xcu2CI#Q_0@@OF$e3r?Ug!b*)(-v+6l2pt9mjd)rtTDIIeswX zwZi@|Jz}BVo{)!MeU3Ud5Bqlxza2s-^s;>=kn{<_?(*)eC%d;E|*~5nYk{> z-Qx3Eb)#Rp+sun)CFWh`a`5?sq%Fp{|92DaFJI~bIhZ~QRas_`8fYwed)jIw~NqjIDJ@6Vm>V%yTN{! zZnM4F9qL)kv(@hp7~f5*_59vsMi%i3+S(^hkExi z=Gi)qerjgFigvf40ciRKzaC8gl^@WL#j#fW+}^>jFLY%8Lfsfo?g6@6-9dZ(EzsX* zfB!T6UmW9mfoRV>-87(|yOPY$&20WV^dGDzn0NSIC=Q43LH~pA#SXea?#uvv8U8Nr zb=G-Q)h&qYUVML(6_>K#$WKAjmwCCf}I3!q!vjE~}e?rzUYwx6Vr+oGRB zo5CM6{`h!M93Ba(oSg5bH*=g^ZP19@hHtX}D~&-vvNmYuu)gkYMM3M_#X$FN9?*Wq zyxh0s{xQBe_m6Qyx!d8qAM*Ir zBG6*R(~O^Gz22lSpO5U{#rx#o{CSm&^X>fTi}dGmA-^wofc`AEGk)wd>V?ePRae&I z-JX`AUoBAQW!`Qa=h2B{H{r)R?hGi#hIw?0RxrMK2B+Q-JH- zbo52~VEGKt7Wos@XODxXe>$kvEe6H1P^WMH728u5g7)ehwpXC<`=xI~>wI0^ z*CYn?qv_xJEZ-00s&^1~yN8o|#)9%x3aF=Xp1ztg9ojb^PbQ86Z9|S1_yb|yeo{Ne zi@XU&_M;1Y5|kAW)5oh!1m()$=P|XYvlgYF_x+bXy!QmCw`>7T3dhNP%Otk%jsxvr zt^+rPYBPR=`@r~CPeSXn|H4OQrSs&f!=Ovx{55l#K5k<^LtIBQ4;L$jK-*p6T(%K! z^17i-LDRPm^_{Zhp8TLZ@f6$ZW@CKlJ@~V4c@}iHeg#$6U#L^L&$~;l4s8eLXS==* zpO&5XlNqZ)KZ572iSoms-5s9CBF1n$RL6z!*u$*zs$BW-oEL`v9(hmYb8!3Lpnsmv zX;Y8>uK%D#fE#WCi`CY|-v$UYRjZgkMmL4UCeahZ*Iv~5VAR-W~JQGxYs^$}@5 zJB&+&V;-_r;6AM|aRHPp%5R>t?Ns&RZ< zjAOoSwlP2U`x~=;Z8QEJkC;!(F2S$Qw?|x`r!Pn9IqYZX+vZYlw%6(BDvYvzRS+}tN2fK3-f8XJsfTHbGF!LN%HE9I2nLPm1xqGtxOgqMBzD71s zL01KBqZdGRrUaRmm+?=tlGpFhFT?zGRh|3BxaW@3H|PEgn)>OWYsUJz-pst*&a;Rs zKb!r3m;y%fR#1GE0P4-m%k?JakkHd}QAo zpvuMkTpYRx|MjH~(}$zClfA;ZYxP)fw*$G~t8MrW`!{dTe!y5%-RiY=W?E0WWFf0tjPKA{yxXq)w+qiE~f!q>TpmjW1U`92tJ?d_0V1! zlu6auuR^t;Uk24A*6roQ!qA!LwW=Ph+q;F#>%}4F@jCZj__Uq73N!^c4zF`_eVn<} z7jb`}4Jg+r>igx`zfc}f<>ESbw~+JaTA63ASg$#n|!OP>Sv=Kp}E zKz8b0%-{VY?jNtG(f3{K<7k(sF2fJSn1kfl??9E72ATr&dB1c%w7vQn=n`gv;u!td z)cXKhcBW5@V^g6`0lpuYbk+-0t__ImT3gva`})w2pA%Wf5A9Mv1|$2*hkm0$UzYj3 zJW-GFieX;en$z^_6wb4EB{`p6vCpPZYET@qpqerjGzAhtpU6DiFKPuXGwOqO z2lt8bOC{sMzx`7BwyN<5{5Z02A!t&%6KPDVBx&JK-GK#keb=8&3amH|f`ACf{eArT?lb z%$H5!Fpiw}MSKtHspmldv!tFx>TgR?|Hg4{nZfHL^)SRm8~UT$9Sv*?pVDE(a541PX1`1xwS_qp4@^Y{2L{H|dhoSn<} zI#X{0+rvIGYLeye(|#7{?@k77LlgQ92hH}r)MvVZ`s3D&_lpI^^17s`4Ei!iB(9c~n`nh}Ud-iL*5j2IrX8*gNGd|=K#_KUZ7h{vC z3nsGtI{jRork{($y%-9+vUW= z@Kw8m>(fp87W!-|$J^DUrO=V*X6QE)R8uD~ek>8xwc%@D#M{aF@P(m+R!zx-g$U>1)PY%>l)cB+y$aC~{dE$9! zw~+hIx;aT6c~aTrM^HTEIx;(NDYS93*?xKgC^Lpquj6=kq+^ z)e%r+*#_z@U(%;z!g(y6!~X4i!nx>uyP{p`F#oN?J^J-Sp2MPRasHd#!TsRGp|D^3 z#xCe5GZgy^=7aKO&VzEXHTXPF4teAW&U;eb@-qJIf56OrM|9qQ@jNu!LY_O3d9R(z z@n%2zSG4Qtr1>r|KYiI=VL!deqn~>w`0dy9U*-9}AXf%|*hBiTznQ6ji=Usu`hi?S ztuL@n?h^RkVTXk4mav{KJF}lHkp=%A7ti+=*^xf&7Sg|EcKWPs9P-ug!gzHB`m_AC z60cv#JUjB939WJkA3V?T zU+X`DALkjy_#OJSd?k_BKN`(=$@f89G_Vod-OVA0>)L!DFpl}XszyKeOJdOO@7D%R zLH_&vLB8k6ip3BYZCG#De`IC<#r*HVJsaMa7V`Hsmyhsw>c{#^=Dvh-)jGs&<1fh{ z7LcE$fd1zXL7i_5sHzO3-qZ&aW4nNE@0-+*VnDyN4ybFs0?J?M=Wagz-29aXakYW@ zx$1hKzPRx!Xs`VNn!+c^LI*&(W*7DLEujB`>(X?dub^!)=IOc)^K^fJ%(5wxtBAGCv6m-mZ3eR@mC*XOOHzOayfePc4HdJJQ{7x%HTSL;wG zmm#O+1bxfP@K-zV5EvOJq~G4)Iyb!~>_69u^W{u>Ec=}a`Fhzfe{Nc9Ue}EK(&@ZS zp-nyZlNr@`-J~ecHp$QSZQO@e9D4x26e1hqvU5JRr!((2{lk8C>z+p3j}GJctDdA@ z^oV|YT|n#Pd-UUqft~I`>$6utl_R__bT|v`ZtVnpbLQ>xR6KO%zB!rm<79_h^zT0O zb32&p)pT@K#O2C-ppNFe_Q-o8d^vM}H<$1UwBEvfTJ;v@=RWaO#AT%tWar0t-PphA z%Q-@Q{TA!%YSJ3SeM|ben#6O|YzfX=vsZ?p-4^RX-_G5F{ae*wyh#`j&%*Oj?e(yq zYX--~Z3)g_&s>k@Vw36TSKkAD^8ujD-U~FY9T?fynDMNam~ZddOP^l0GWa&nKNoFS zXO|P(uwQHq&|KzxXVIF}HN!mTMjXGjgP5=T`ypR1QIOB=(NBRY7oX$e*njzaTz8Xv z>KZ88(vR)+P@nI|{Mjhdf5GRzUmE5q@r`YZfK16?ai`Tgy>G$>rQW*AAnm(>_aNV{WR-X4?!@OCoZ3!(ZFkd#?Ilk;m zH)X%$^gX+alqDt}OHQO-IT?)n_X+yDZ9;?>hSNF z$M+F=ivK<6r=LeZ(U$LdZZF^S+#ddSAS-fyftt+UHS@hrO`@NxYV>pY&368Ga%L^) z6Y1wFZ9e1cgP(s+KUX#0M_jx}KhHcLKpdl=`xdRyZoh9z4yg;u@m0vTUI0zXGi2X< zpcwlE=wctyFWcOrAKtzM`mq0-o_3geB=dB?pLx0)zM1hB^mTc1DYSZmzV4o*uj{v` zvR|1Ap!?@NP_FC;>bL3VK9Tvl{@+;8o<~X~mmdyBpF`&#~{;p29fmS{0gQCsL zpq*PXXr8w!+HoHmzmGoe@1BRRx@N4?%Zk6yXJc5em#fx8n^~;a+j*?l|IglvQNeu%*zKO`)bn{OL3i>acR)D#C&q@7|`A73F_Q&)Uku8qlbZV ze1Gb5JwVepoCmkN1+<-84|Kb^KV4*fGUG*<@5@!3eR*t*X37PUSwXI<643-EkX!9N9k_RC)t_dgW};T;jSkpZFHED@i{$DbGUN zhW~}{iX*JEi*iSx10x%sg7hwMAS_A>GaP?EiQ0>*kv6IeU;F_6FVU;G!(w+h!K?Y#~OW zpLmIWt=7`7b?y%tZ#xB)t3L)!gJkMcWTw^|KVrPY1W?c5dw`B+-CcI(`-ADwsT6z!Rx+lKs}-Rt3Zz05j@{fzm!9dH!Ct6IBS~w;YEdHw2Q~W`1*-))Q33lUDu?atDHR%*LgXbkJtHXL5pMMKzqFq=;RZiPy8=^w%!9!C;tK3EA)4JnkyYsDB zw|6DKL|j(lc`z=4KJQy`-JF|00PT^w4eztL5oqdi+}&&|1noy;WxRe^A6Jj_<3$C| zk2iIf!KaOz28wbC^zR}a>EElEuiJ*tvb`PmkrxlIz~{t@!(@5-y2{1<=48fr`eMdp zP}N8VO`&iOoDAddX&)f2YsG_hF7tbplm0Fa(ce`X=h3Sgq`k`g-=x2R>%_7)U?h(N zBl!gHH!#!zHaCFw`(6dztvclV+Muq*_W)D32DDgFk@3wE^rij_zm_Lhrx#;5kI%+@ z$$0ijpsK?4ZZhjt`t_9!pj`DK=;pKDZs+Bt-p%oI(T@AaMCv*4X*FdgsPm2hWu;JW z4}LB)o?(0PL-?#uWPUDBoPahdKaks4Z}+X1KC#om-JXbxMg?IzdYz=i}|1z}h83oGY zB|-lM>#u49eKwLGATG)=Z}TJQqy9d%{r*2_cQ@z*VqECoCiwDI=6yPIAC+tLU0b{a zKR0Wr7wlx7Xg^_oZHwneyGqLk`Y8TA@-4mx$d0_P|D5*|U-94JN4NH3)mh@t*5hH*XDJ;H1DUThWCS<;qQnG?-M?} zcX+@)n_6ZCW6GCTVPKeq!y-K8|g&m;Sb(O-8mKUb4N zem-SA<6$4Z%<*#3W7>zp}UKi!H8@QRm4oPJ_DFaZtXpA9TbOMe>Rgv@`gVuToHwUFY7Z^SHv{bs?*D2oSEasA zUw4-4+DzYqyna4?-44pa>npGxZ?9j1&zb_&byIaS7ZhXt`p+DEd`+ZfQebh6c-IarSAJ@Z~ zS)3QI&+VXZXXQA%S~r7weDL+_?V(M9SIPRNK)r?g&iMmZ;dha9i0Omv)=>BVlB~ay z@nfq&*Ed1FzGcletffFT0Pv9J3AdOIJ|u;JkKo=_6>@Yy=tK9W0-EtM^ zZp@I24LN%2>Wv}zOZU-~}R8#3|c1Q5_{Ly%Bi?OV~ z+IbbBbv{1l#ZmgZ^7K`IfIh0yLLN7Obnmh~bN#g_R|xm{-#VyG^lKeQztz22=T(|@ zg2*@`KX)@fS7r_U;w0k#^P5$C&(If0(}(v}Q_Hg7bCt?=H&eT&BM^7Pm|r{lKD0^sfbn-Hf~p$xYrSzQbYxo-(9W9$`cd>_ z-+Uq4r+)#;Ul)V!pD(GuSqAzRUxTJ!V9Fxu?|2_^=woPigYOMyE8i#lKE9{u8GLWC z#aNHUYj>m#gNo-}Gsq-#4D^lSVNf&hPUFiv50L-Cg&p$M!qS z({-H+(E8(2>LGm3IL>?b2RW|p_Fh0-RsEejeH65xu@0}#?Syu( z)7RzkG-&zjN>Dsn45~@tjs#RdzZehYroF> zTxtO7jnzQ=Lpji;J`0K?g~%84fbxSdFTU&J&?fyZ{dFMsdv^(}&x>W;mqtANfj)d^ zEvTn`0s6bMskd#dYt# z?7#43KZ4`zZs?EH`@W%H=S?Bcz6*+Sok2CVKJ{3Ruba!v*VQDBuZ!}WH>Y|Wrw=YW zLXJ5En#+5s#V+buoL?snt%CL=7K3`)Cv5M}eBPvg0Bx@r#xF7dkDR9gEtA+!Rhv#d zaT=(4Orc)+At)Y>1^qr!CXHcxR#Idc1+BNRP9Pq>32mFyW54mi|L^jBK=)hWpvhNgqdDquuiLjq*3eP)}C%Esry;1}1 z;t2O^^`*E@O_b+4H5+pQJ}k4d?ye@W?w&cn-KBEh7<+~LxT!Se=kioXTqnjfpr6N; zqi&Z6v_W1`9cZ2z}>`b4xjp?_l8fh**hyL!TGN4@j0OYEjYi? z6gUN+RMohiLFrx4w!{`t99~U5a4G2T%?I_{DU9!A-QCP)-QAC3-QC@I2kqukH_$C$ z-Cfsd4(*qOJbi0zXwjDQ<4hrrr@PxF5w|-FvHytNWUK#>cbTud1^>eL^d{~b=MyhM zyPr4@UMxQb?V~dD_1(}iyW@3RHnM%mYH}3wcJr5Izty20Kkj2_dzItt;;S+2AI?>k zzjlRoKXze!R0sBN)Dl!v>FeUf8qj9eOQ1eqn#{xXZt`*ZyXuw?ar<{J(7!>S_oFzk zPIh`g-z|0llqU{>E|uf&`U30oqQX~*t96#`3umzZstKUZml)dnf~G)cwrAyeZZ6?9 zwpU}l-tB$?+BGW$`lv9kzHDx2oi7{PQ^P#GWhdy<k1&Q&vO2pyT$cxLWFbSnysXN*9gA8WhAsd*NuMuko(j4R+9a4a-EyZ z;J$Ni&jb2f+`sgcF@n0OE7OQ)th;F{Vbrq!1L1N${*mhRpI$( zw%8E*`;IoCsaFqld$?ZB%wnD%nXies9Dg(T@o%7SxeHWNxL!?W|1`vtKy$f2sC%^r z?UmY~i|6_@(Jl+LkK%lG@o*RYyc+j!bvKge+o|t>=F;ob@fE1+v(7FK-KG!MI0o9Q z--3GMB2cd6x-_@DPtY-Br58Y-n1}kr&GD%7Jv9x_WBEAqN12hx=X0r{pqu|TsQ=)& zu_)h~?FXBK=2Bx&u4aBKGpaDYmCt?kA^p@`40&DHr&Jteo^2Y?U)=)wvYA7l_08+> zzHikFYzXSSF`!r$KDQI=2J!?yKk~h!-Q*8`pO1N^N(=F@u3NtR8t<2f`KTE44z%jV zyxLyn_n|)G_hYurM!Orz{Mr39lb^Gl?XD^P(%oQOJfd&w8KM5Yk@>PM#{60RzLK9G zx0cN7KznUF=%c;^U1~ZgyX+vd{{Wi0yFu|awS1hkL)cHO2)^%^qo4icQ(os-7w~WJ zJx)~_j<}oO2lPw3fJ(OlMfvc3kEzLi&G?=rUgZ0j-BpnNr#!*_FFk?}nys71=8;`AntqwDDo?P6>isM3~$_LEdzcW@3UJ4|K#D(mk0{77hVn00qQitEtD z*PYnEGxKzPA(q$e`oDR)zsEdX94f>9S?TMtV`1L6?bE!j*pt*Raa~*FyhHe&YZiR{ zi_6ezJ$>EO<9vA0_7}uOg+27i2kE@-8IH5t#_OQ%r_0&z{YBJGJ_Y?7tjDV}lNld8 z7S!k81?5EM>uPdmXqB@Q=!UicjcP;|s14fdVg6i&7a9LE3Y1+W=*w_EotaIaw^!-& zI*xUEH=KFAXmbZXs?MAbJOP@NpXjgg>7aPH9+cz11Z{~0QRT>HH69<8r z``ftPuT$S?1j-Y2!AM;YG<})Zt20FyKa_?2DqV&jyZA8Qu1Lt+n=J@FJqZ-$M^bNj z2bAHwR~KI^#7lsFAII6%lt1CmcHqyTNnZo%UNh<2HMl>GZ`BoAX3zBXYHZK(BIDyZ zk51<+4(%7`18s>gU;h5%&~9Py`(uB>|MbR8f23dPdmr2_}Gv|Bu+sJlVG1L{(e`9<4c~IrzID^i8 z8d_%m3G|CNkH9Yu=hH2^Lm$6C5wziaRbPth&m-%e;KRBX{aj{WNx$Bk!g!e9?!$Sd za!pJ6b|(dzIWMvQtpe1JxiXD@ePa%22Xh{~n#yr=v5fQGOd;;$Dg@6Jdcpm#D6Zw2T&HPQ*9tLe1^ksaq z2JIl`aqcGlUA#ztmnT)Yo<8dDGOyEh=m#>1zG??Wqn}Hl51YF5Yx7s|j}@_Km*4Qd zBFmf98KmjU&$ZWBH?Y@PA9n9HML)BRes6b>`srqj*XscK7CophGC%!a9lCG$9-g1e z_U$2WPF@V{ntlQ5nvAO+A-}$05f=~X+v5Et(Dpk0RCT3qn_0o96ZWFrq#OWMt|Op) z>lm4xTK{pF{pK7c3zD{YU}I9g^$Xh7}z4+G4ER>*TPGZW{N$F)2sk&*}{4)#i6VH1ympRTZJ2yvMZ*Bw%Q5W?4 zDuHg{OXOaT!`miB*q+G!>Fi+oypOs|-^_8HOuGcy9p|XmT>xcvY8}UReU5d1x0mk+ zs@k9E7dg+E{WEx-E%pbr-bkNT>u$1NJHDT|Sk4!a6N};RGmd|koXEdNj6I3|K8o)X za@9uO?*ium*kT&mq;p=py~_P?WW}S%%jK%hpb(ef!*=jNP_+A&{#HQKJ<0AyQ-klT)$=taXekEy97UWd-sx(`@)(2v!Hb{{ajV)1+6s4&HddMLx0xU z-QMf)?MS^5H1${0$D7d4Wks$l_sxT!mwOHELa^ShlM7Lg`4@idhH{;`9Y{ZymF6I> zlXHLtpkw=_9%(^JZO}`J(-v zK4a&G&pSc-D865~1okuAd7WR}4xf`b58cd;gBB}>^Y1)vx7FW|7zyluH+tQwf;EhQqQyfl|Mk8 zn_5-51nm0co$GT z)dtjgUkBwY4MEW+8uW?PKvlgG_0ktX-75+-mr8)HDSh3{X1;EVW@G&JBlw%ie+N_> z{wAN~IJ++y0zEVTNqA*eUi15N%qjGy87ySW&Ae(LjVPp7~82i(WT zy<33S_s-3Bl?@baLVdo;KlIn@tkaux&ZifLSg$vi!+N<~pm9 z_g(sW?pU^GrJw5yod51piy=>ULu29R?$$l{u^*8E+8sMVS&@0VNtp#L+Hl`jxvD?= zHEB&Yj0W9&u3z(u9;Z&_zU}%P=f$b6tLW21S#P&7thc+8eGs=-UI)!A?gyuG=7aW8 zH|gIcxIQgXe}Gm~I1kR1G|;kBZ_qF1`n1gR%uSy>h?`lL;ma;z4=I;}K58mxOJuG~ zYYrWmrw+>O)j=Iy6pT!%1?>(#@6{RllB%%?&tv(@Tt1hF%>exYKL6cN`k-+Mh}&I5 zKr@s1ozC|*w93_z?M2^Ydq4WL^6lAPE%_FA4k|<;g~9cYAArqFqH$<%;5U9gBiGZywO3WM#b4J^Efe$J1@YbJRbD zJpCt*r$^Q)A#Un#CNHf7^|>#|O<{iA)6=2-J?81=(tFVAx8aPJ>d*e?S${Wwbz=Kk z?l+^VG=r9v8j;yphqq1W?`ld_#NI`c)V~IQ72*tiHsJ`UbN>j+&Rao0A`Mj4 zR)OZyGSJQE_`Iqz2U@iI2=vY02kjN+^?o1M(}@Zl*}jPRypO6xojDF)i}|}a^c{Wt zF88nV%_l(X=sskxW(2gJ+JUxMGtfsdub0_tv%MVa_;yDH>UQNoRfYS`XYOaG*1dqZlYB3* zG3+1NPoCGUV0}QJrB9oBd~a~61$bR7#{AI1Ul9j8C9av|H7 zO$Obq!Jw+q8nlBeQcvYRcCzB<^zo8)$=KTT^F4z3dd7M9uwTr1?t0oLXqlDgvgpkp zL+gA)$-M2^p1lren{Xd@)0gL>ibH<~Kj!{2X4@wE_F(S!DjssZnkYYjKHmQgQ03q{ zHIAy`tgdbCvxG&2(t==++ zdU5c993MivcgKOU61AQ&5n5Ep%=5ZI+v3zt#zFfpNZW+|Ym4)JK-Cz8c71L*`z4M9 zO~Lm-d!6qSa^e`qzoSo^i|nU<<9mj0naKW)`S-b!{JTY4`nP|u4DG%J^J&$Ub#Qs& zAmV!SFKll`ZHqDQbwl^@zPt8-ZsCvYe=acJUS3x=TsJuQYq68;znea;He7@@{r_P+ z{voe>BPV=Y=Pd}@#?OK7$7ey4|7q$y!RP;?zdOnM$u-AtANzOs`09yl z6kpFmTyL4c_5&k$T?xJ)xdp6$h(~SNuXeN0zaALbR~r;<%7b>uv!F{T2*;gY@9&QSS%)_l6QLvLpnz^zU(ht*{5jRNJ+wH~7W7M)zl#;Ep;e7mtvVBG=GOT}BPZWYy)mf+4dFk_d6Z3e#=n?(5$SqKIz67csr>RfS z=Vj8*(B=~TUgz5mtv9oNuQ#q`dm)a``w`Qi#UZYzi`3)TKkRcS$FpAV6T`f_TTiq9 zvWxI%z0P^<`fc&P7-^0(o;rtaTleb(b$N!HVi3*+;pmeQZYI(j#M9Q*fq zhn&?M)XC*RxsvPE{k}c$Z+~DGXl8NW8M!K&KAx5H+#~PB@MY8IH0bW^2KBUcjMtqH zsnqA$`_8!#rB`7|MR-sNKSNXxorJVhWGq^{>;f?I#~lKg;(7_4^cP z-;%!U7EFbfl_oJhiv2Rj|8??Y#KrOy&=w1S_e18Xa{M;Lbxr!P`-k6y-F1fdTjW7g zh?E^pL#t}1K(XvNsNW{V!xL<;{wq0&{r%|Q*{^5t?~7NcH{E2vC;kiCxxt?c=7nF& zlSM(hvlOUumZXm_$VU#(3Yzp=xZdwSAMV4y!_@s5TA$^6io3av?G3*I)!KQW%=QuJ z7K{N!d;UJcFi)3RyCAMNz6q+SjY0o>9qOEwshgK2M;2%Nx4fX4nGKX3@4@$ML+0sn z%~@zQ=>#aV@1rk1mJa%*8$sRs8^)I{W_;9V)MI9XE|&A;%=QnUWj5yP@&o$1IzwN# zpY`H(<+_n!-kclW7TOklgYmH;e-Hc7s2Ut^cMCY)uH(w1pUEEu>Nw7$a|uPD)#Uu3 z+snGV-tsuKZ%%)=S8vhxda*8_xv#7*dkS&6iuHJ1XE*inZJ@ie9yHsRf$GUcpl|gF zC_7CflO}@pD)V;H<~?ZT6F@g?5NO`%1^Sj8cQ=30*WK&P+hs-ix}Db&{bUFFyIa^4 z+752W>-TdXT6rqu?=_gei`He??|MmI-?12&S*I88=jHWZJVA!>csrPRyzInzcXG{j z`tg=?^xZbB+nc^zN9W`L#AVj+L6x?S{qv><9p>MqFn^bo1~Oiw6PcqSXm=F=We2W{ z6YY+}ul>@kpxgTi{XEMc`gq)%pgh6#>|z<`&$&CS$D28K;gj;jWzfcOUAxM~^WIFM zU5LB+-?CrD)zl@wBAa~%+PTSWA3qsXHO7FZf5_`s4TW~i==-Wlf9ixmppG66`j+p5 zCWUb|h3^5r74!A~)!VakTwUqI@Lx5RzOAD-LA%|oqpKWqpnc+pNUw4xE zy1pV8x+M&~6Xsy$ewWIx??<{ia@qKf65#K(TCn&@<@UdE-ITw;gpf&p{RC zUVv6zpJaRb-}GxqKbI?)LfeL8Kz)w&cGs*Wv~jgT)kA^)!2carxAQnZPL${TIB{$p zeA>;QPs(w@zk7i;hIM$krYhT?J%{J5d!0UI2mJyq#{EQ&-38j1O`x8>it*OVse95N zOkw)I%%HEE@94AcwIuYD6PPFapT|PmCXDO6%;)9Fkk^l;Z>t(J_&G1JE+E>_f6Q!B zP5KP&{vh8gWF@{w$noqiPc7i*c31+MS^T@*-XD0~sQsY*p8o5G{mJ;^>x_SP4b*k6 zf@;!Vpy|tgcHVhtU*-ZR1hvl1b~%B*?e_3K;?NEBldJE7dWL`>%j{3km$%Z#oh(AX z-YY?UK8pQL($96?ke|PnjqTsw!Tr>Fey+|P-Y2Ra;OCv(0UEcF{nEZBbFuEOG~ai8 ziwTJP#Unv|egJ42v#z55=)mi`HwWdZ`kvLS! zu6yQX{|!0FZdpLvn00wO;2QkQq+bGMrQbmJ+F|}myuHdiUQKGjctQHQ`mGtX z`-l0vs8AnTv}OJ-9;?pwVU<9Ck3O$^mSMm4&w@54`24N>&?+sA$IlA+{M$L$uXq+- zcZBor^k(MudL#3CvyJt8Rpl4>vM)Lg%f^6TDoxF30zPjxSsHUC) zBmdumF7_znXXyJbKIHdfzCqj{Si*io=Yu+${GcDrd2_NN*T0JuVf|Stu18ZjKca6(aUHtq+K)cHstMzF>w==)%jDRnK|7H9 z!n-};Jh-W0{@cXW^zkIlZ+E-r(8tTY3YvP)lj-@%KCHisLp-NNtoR+iY%X!WoI1UX zetnknc420AKV9hY2L>Ue2o5En?5X-b3EKM$d9-ySqxNZ^l@9_ z1!yrQ@O|d#=3)W%`<>(KqC7uGw7!DRvrSk}$gI1#pMFH#J-3zZ16J|xI>7HsX5;&i zA2k(m^B41UcboMSJ-sjDGR%9I<6HASbDMx}SY2M1IZv+B3yd!;PTIVnI2y*&UuK>z zUiurpmYJuEW6aalZ_LwWe`9aT@rYozJnRx@(ySRGJp5YyRyAcJH~gm1pWS|pjy{}dIZPYbndlV(C;C9*wo|xHIZ?CXt81wC^M4j)AJKSRig)JcZ73a7e-Uhs|=dUFMy&#SuF6lHbCR=d`O_ zQxMl%cz&zO$@5xe_JWAJ_z&RQx>gI&mf-oRqCy$^d0p=7F2s}6m;MVswnaD(-Y0IS zPs@d%IQ9Xk(&9lM#rf}%^E9AkQfap9|I)uFay(sc=DzNJDf4tYco5q4X3mRq3C~hT zbNoEA4gmh^mxg)neRo3J9bAttGgdPkHJLp3DBgZ+uSQ zJ_YIvVO%(Y^=ff+GvapVGEgSbH}v#{(Ei{8P`pIH_V-B_8~Wu5KE0ar$5k4A+5en| z>-2QqU-#a``yF6hO{zyrjWny;roF4o$m|&^H5h9bPoSc)$IiT{WpFlZ}R(4zw`TX@ACIC zv-!KotbDKf-}x;|M&UZSW(coe&>J)}JA$@J3${;a2>KB<*`8j3@m0*z?Yx3)|2!w# zzhj=RqnW46FfR;>+q@vecgWg zG1_(B$)LMIe>bznLi@7J-%bBv>^FS?`!(ys_7=?B)khtmMhLU)#P`B z9?X7C`%zD0y*_ha8_}*M;=<6^#jzOnf4326X3^heHs5}A8PZuan(RInRR>r z#!JvTnss}>q!jzLD+&6~i?IDH>-IWNPPV`QI4HBSUhh)>fG?X_`$2o1^XXkI=h3^} z264HD^W;rRbN26B9aK|_fxhKq>^J@|`t7CP=*PFhI=CrIply-apgJ=i^!GVmUQQfJ z-HQ3V-O&-+q;q|o&dvFDk@=>)K9>ZY)`@yUl(F{Rqx~w+;70t98dgdp-F1kt@)8<5~8< z`#p8OpFnjc0d#vCfwst>@NF@67pS_j4zH?kKUlSn`JS6kAG14|_vvYm@cdOZ9)#yJ z^G>}vUy->A>V@X z8^`-p*h#&5H>jhTcSiQtgf_3TULeZx^X-5G?3X(O^h^E(ZA0eM@&o#@`miv3Q%zxB zEClDBDNUc1NgT&E1=!D*=J(~xl4fSmQJlXfE3?0Rxj63Y?~(2~*2~RI`m#!69bIo^ z{_Xa>jQ+A?CD5oUpg#W+@AH6uZwm8%x;Ebr;qx`DP>8**n;(2snT+*gJCyd2xF zl>jr(ZShgrp-swt`r6%VpnN>|dhXNELL38i@BN@H{sZH!w}Z0d2GF;puj_A@F#hWT z_WSx1wvU<#x~9pDA7=iZIX~XbH;9{ABgt(;K-Ik;D7!Fkcf*;tN9Ic-F50#R{m2%e zDG*EjpdsjFUGll=L9;$@ca()Tg`Nfde&+4wRp#xYZC1oZ`3LYNll~8VD=yUIU;Yi+ z?L7jDEc-##J@|X#chIuaw`A50pl!4o^kr6pI&KMQ`lV8zod-t7UqC-%D%$oM$p7oK8#CG&Q*F4W~O9D~pL=0DJfZ*e}Ic(@W;M=uA}I{Loe zn9BHO=JzK3eQ0y}ozSlpD6__}-`Q6|d-WyI?G5AgyPt+Ob6C$8W3IxdRZh;wi|l7g zor~k|dJE^%>Ez0Y`{tYv=OoXSaYN(b*D@>fa5ujKw7XN7jORWucJA-+VPEPXXk&f= zMR}fwZVK@{mdLzjwijtm&Z`QlDy2YEpXaiOHdEotrhg)NiN3CSw1(Ebnu6{Y{oT~7 z4DCmAoL%?g`KrDw=fV5?E8y3zpGB=s)2SF{oEG2N1x7n3XF_Pf+|;7zqacG zw)f(E_sISM&~_euU92d}>t=D@yW5?U*Vo{A=)Toe`f^VCb!2@$wB8c-hwU2jddG8I zBJ1_ho_WryI5eF7;~IkQR+tx`k->aCn(Nio>6y?bg}!3u&~N1G;78dwPHVO?PgPY( z-zv=4dW*hqzGGf$o7};3+QrjH+%v3ei#Dut`+ZyZd@n{nu|-4ucQCcm^lg=k{na}9 zwH?fHZc(1TWcnY&ebffh%x2s_pcdvgwCm)HU}oMbJ3QodHTdrk$AZ6Ztq8xgyI!Gx z_GVrjId>4+q%c4Bi_1a_QwDUF{u-&9LEBx=gMI}4S*_)D@|*JEI{LL3L%+5=>DQ`T zHC}hO7Vq;Z=^s>uHuczFuHk+CUA|{zzE|knPq5!?zIU0e%+t+x=kf0~Gg&{;wZivk zIG(Q0@_oxmzF$T57es#-&U3`pfinmFo=R?jQQPXnTPDR@2wrUPs>>OJCO)zJXR% zz6$(;{ZCrZT%5=F@3YCS+@HoZHL{0S6a?Iho)&x>;OdH3!*#BJkm*uNU<^|r(p(DLL0(2rss z?-Qp}AEdv_)#IRr;e0z&Zv?cxGK8GVJl^hP9`6^iUN4SzLVIMN6<+_uN3Q^djW(ZeeA%f5>{hZNz%L{Vde$vld3X-om`y4iMCvFVc_4GhY|w zI6q!Te}cF##rurNTo9W}H^RvC(1^V`^Z|Td;KL;b{L6Z4~f^K&lDB5%jYzg`iT-WAD zGhf%axnA9*a6H{5FhBRrS#Ot}JHp3hR<298JBmQ-Xzm*)JNyA3c9QGT^)&7?qqoea ze-}vv#R~2-Bie8uSe1kR9$D|h_Hy)hA(+1l@rZtWfqA%#<$iK1jqBTV?r+hqa()fk z>lTz599K7eIo>YH*F#(!d5--j-JpM`bKSZezlQnx?{(-WpVMFDTl6>4n*JnO)3@vZ z`o1_u|I*PM&$WZ-|2mp=W@oS9xot}@FV0-|rK9&Te&uJ-{~X4#uTkr_={H6lWWPrA z=gj$Ps@hq^O+os!y~c3>@rcwtnRh$;5Bn7kb%ikBOrGTXiJZXvSe~ekf44s05LDG0 zlignh-R+v>Po#gIJ}Y0Ti@1%c2Z}bN+e;e9c9YKU)$Qf|{D=nVujA^2GJ7LXO(EUx z7~bzCYFmWY+wbZ3Vj1&v^A5jv7tilqu4JBW3Ws|Cl)L!%>*&8g*^%QUD(6vXJAmU4 z>hyMKKZ^AbwRQz{)aRh;K9l@#ESNd(T}_FDjyw+-ANwYldCsnjtp~01RcHId^3-pK z`unFv*#CAO@c&VD=5an(@B2U5LSxBJgJZ1;A=$&Rj0p+Zhji>~LbecxvBYFcvU4oM zCnRKFk9`e=B-^oPC)rZ^y&uvuC{0kpI1&-+63cQI@t z2)xNcsKDuB5DIwvT;ivrz%ROFoJ@TJIk)S%sco4k7sG*vG$pXv;C_Ft)2vyL}a z4?_EfyO^)KmHCAAj2{jC`aR2-pF)4vU(?@>`xbF~cXD_x5!92%aQsvQ`X%&t{qASb zZons?oz)GLsXCKC(C3wJ&2a~tk_8%&^Xh;$mjY$0@}Qo`{c?Ut@bz@15jRQ?dHf1tklHS=Rxud6cMsn@YD@8+>y zw>5eHt7^mbcK-Rl@MXE0{dSqad3GDke!Fp#L%uf|&ZAWqLS6nSCE{vqxCbuB>+o+~ zF%u|a!uC_>a_AXM=9ec+fr=!uaKupi27|b;c<2`Yrl$(jn0HT0`!h z0h(%KKykc3l-GrWIIS6o7$K0X=LnTLXEe5ltebG@9-{2}w#tB_ZDZ;RQ<^W@Al zo7K1@KrVZ#9)&SMIyrAvLb?|Q9@9=S($ARwQ z2k;SlpVSlTKpRCr(H(-Hq@b@UT{(=WmS^bm{#lrJKFa>DA4Fd_x32K_bq~+q<9*KZ z_juUXrQfCRiKZe{TKI^lck`P+z_+pN>=tS~RIHap_J z0sr2zG}rUVc>a5-^!)x2&H3-_kFuX(dK~1xXD9YW?DSBt*WtW}ow1tvi8J``9QON* z#-C8fw*!;!V~gx-VmwtGZ&qFVok>ORquuMXxeGfxfOM{tMsoL!N*( z&s|WKyhcBpcaA#sN#kJcQw9#cs`EtRjl75 z`=OzA=MtcbD$0Cm&bOOeS)fG>_rckFDL8H%`|`R|sNYN9r?1_*Nk1!j8MJZd81Mc& zS^Wg4qJ9GP<$a)Rxsxopg?yQHysy8UdKLThqKSp}g=d11dkaE-B53|#9Ur;33tGIy zI^OQ-53Sbr0d3D-px#WMcXL?J>-HaqaV$~bLhuscrKkRIRM)9pud}J?9013^mj45 zD)Qpw+k7q|AIE1)59-SFbDi14pKY(hWb8UnuC!!}v7i{<7c@C|PMsLW^>vYZK@pGa zlLT!ZuAdVr9>9-X9qxY@#r8q#Ob*U-RwV?Tn{lVib1Um296{$qVU%?BUne7a2C7Ji^N zccPD+Zcm-55hxlr0R0E_Ddk&G*MFZ}On;2*lZQ69SO?n~|Kj(w=^lLe-Mi4PF8$f{ zy8$gu(f7rOdm+#I+U;lG*wv$dtEd!szk8HihjKlbo|KXCxnZ7qPUsudW}jP)4c{HD zSszEv!Nqu)ntxyMJ?WmbL)`Xm#rz8Tyow6GTZdYTUkiVa-`PL0vy0++`B60A(~kSn z{pV?*#nR{a_muHm-=Na*`$&ukzCMt??j-vpF8^MPSC{DTZUE;;O!g$iO}7O8_j%lp z;}W}px`PH~>E?`&`+&R@`tN1lWxixt&=;hytHeUkZZ7-qW_t$e&(ebSwKSkyB|z~X z{aw9so4&S`^X&fEZ_sAjar)c%BcQH$0Q7}-gR&&o(?#Y@p~Z+FLA9R#E}AZZc7L%y z@A|NQH&edhxN(!n^6bx>oAh~go<8pm4@KT6`nxa4d3aHReR{LC9iP8Me|P!WpSLwx zzl)}|k@t()mzQs|Zr2;%MBMHx$oF?+UtU*aU*1X9?_xOD%d7PQv)&{I^z>r$BR>Eq5UG(@utcz%)fgGRBh<*O0!SzkI>(B7S6+qVc&6lrTL)gG8?qB zrh)z#`}C&9IB5CSNYEV`2C7#EgSrEKUcAYEy?8-?S08sm-an_m`=8jaR~K2wt1_(P zeG=E-Mb7c!`}1<1Ju=_S_jjVNi)Nf>_k~!mi>3d;Z(Tn6y6M6FZZduwF`9yHUf2(+2<3TS6Mpbxh>1KM1?AI(NDqmG^ex_U!F(X1omaSa&nTL#pXb21`ODo4GA^X5XlfDemiJQvnv+d=)}J5ZJ9dN@;! z=e(;n^mTo?9`b%5eLb?T5ZcD^Tv)y70sVRTWzfda=S_9e7d(Wx&cgNZYRwF2wWc5A z6Pxq7-QgUX%-N{(Jf>gwXPxd2?}WCwzN1f{o(%edTnA^eu|Bu6RCtc{xnDv*S5bek zKEHPiRG$7Kf9L}rh^)`2A2jU>>MQhjUnKBo@GnPS^Fvrq+D|$E>>kl)Mbi{~ z?_K(f-az^zq}@fDuAJX?bN=J+^(SFoxNE3Ci_ovsk2&!^cbN65-OY7ux3p*|H_*hkOp|E2M1M7h0|B1-kt7S-CR!d;$8lUmWxS=KW$m=MD|PbFw9= zq6R_R+QUG-B>^;9M}lJ62*eGb_Tl|g`nuWq8pi2NIrx0b zY@n&e`dtj8&#T0L=x@F5fMVG-`qz7&@w@EH>rJfR{UZ9iolbw3Y4%{8O6x$sfc|b{ z>F=)33dH5P?>KH8>vu6?4z$b5I$m82b$nQ7XM54-b;mInCmMeN>MZnkd-qdldAbXk zlJ&dZ*ot~3{ash$yu0bfb#?xOcagU@6+c^jnmYB9R-Eh52|tWchi-9dXse{$K?z9)-q__ zF$wfX*r%5(rt|rBQ^NSK$a!NJ*PM^HGeR97%YMD-L4Vg9yK`JrXVA`W1M11m$Vv@C zvn|x^Gg-H*arAR>vKaCrhJAQ9pM7|FIvwJ6H}|!>de`8;stxOPIcg=eU&8(CG8Ol) z`)AzeCQ39xUT5a~x{QAVS~ST7nr>meT;+@KU;mu@-IDKxG1X=>{%j=uc^mudrdv~J z_k{PfyL_)RpM&e)+@t64V>h4c+9UU^LCe(}$y7-}e+jCxU8v8*lBc=8-R|YRX|iBn1s2TeEbM-$5zGu~-3sK#?WyFAx{>cucF&xLgl&%&2wnho^l zp5M~9i%z1B<@z|Cr38P+Vxou z%7jp_Z|h0_o>doA>Dhm`dD24b>s$w~GjiR#eGvAmb(ud7u2u zC!}Ql8U0+1KLkIQzYoUmeS4pjsrp0v&*^XWQ`VKP&L@cLS3`Ujea+TnJ*%%P=EMFf zzlc67N3ve`g){Ky+$EFaqC}Y2j?aX=OrS6Mf9O-<*CL4f`t)m8m(-Q$XZ|Vu+hncC z_usD$y8P@Pxc>2cen@Z7-mS zW#4i9@Ts7kJsOm$2Z8RdSROv!ezmmebdD#&@W{dkeJTo_gP) z0JL9}4^-n=zl&k?bu%qJ^F?0*P0q*gE7j&cnSt}}cGeYW*@FFf^X(~UcbN0<`pQ9Q zb8{~!Mg)I<&OW`3ThHdf3Hr_$2j z%^#tD|2)jYKk0#S$@A}eQaqn;8T#{USih_CwfMe{tl#y7GSF%~`|~oM{dxO9@_of~ zgXRzR>D7AH@k-O@#S8Z9MKk)m-tri}<{RDzb^9BjY~?|hpM84O_Bh84KFs{8gP^^` zb$2?`7LGsoBdE$PC)d&6ZS*{7nQ|6r{+P;qdG_hWa`x$ceb(`6%~0fBzX5!%6#d=a z=|Y{lEvP53Zr7XX>+*-%h)3=Z0$l<6xvBal^^^R3u5xBjt$7Lb3qzfrgXhfJxYh7w znTG4&{gDy$>zFQJq`w0C`rO}Uva!$Z=A}a1RJ#oy7R`>+kE?AatML98KjHH^BLCXay9pp+r0*H(Tx3e|GXK; zB~${{*u3P$)S!KEh5kJL04SFK2)aHzU&hAvWBgPL&~#(J-R3IJadR>;AM+T#YwuhD z-F%)Or!H)P))QBdnHO+eTq5X`I)Q3ked;0H&*mPMXS{ql(B!BD>J6np86VD%eQ_23 z?CWm_Ma*o_bYq>a#wMTtUJ`K|%XM;Q$^-iIL+)oY)#&H0KkIXqwiohdXJb$_DGw^0 z2b3%Sfq#o(=jr3;wt;2`>qXt!;P<~QNk3B;=znrF>vnO1ekO*~_l;v*jc-TaSkC!h zwLbW1U-pOXC*|ljb6CHtbR{@`cyZ8%zPP>rCiSk;9R#=2G|e$4mWW8EtgSSP#3-y*IvPUCZZz6SmCuQVL0_2t4lZ* z;PSFg*O|BuUVXe0zNxRwqJLJI0IG5cjK4bo^n-ekM>~S{Uh5G5kUH1iE2@18Q{xcjUhDSPs{jGaO8=0~9UrU~

$RC+PnU!Kc6gLSz4`xInZ{B2M_o6fwM z^Xaw<>u}L|DBA4;*5P6`>u))kb+$Z3U+bSk-CL2q)|tV>bLeZ;yA$5y4$!Om3;I_+ zMcS`OUy~GRMf2J8t{qPAn)39nX_?C3Ya#t>UkKcrf_D7~sY<*!|3L1Z&$JKMkA$UJBTsGBTg`|@dQufTbCxrsja->^P6 zJ6fV&)OiY&J*qNC(dW7h*Uv?lQ}C*MXD?`)vo6;^ucUW-&Id)>JD`1hB)Kr$`2aOIb#il=9#_5TarIvC_)ym6;@&>` z@w*-5_n(0-Wg{rNa^2kQ_$RVy5$4&?gn9O%oM(4!CZb@Y_9_9vSmSg<I!!tnBavCVsyd5|RbW0|H{?ItkCJ!T%UIo=m-WMZtU*@Ae$agWBPdxB>HtTV@{v-Oh<#bSIXMn2I2++wv zpgh%$oZ1#Naa=cdOSx|D+WZH9$DRC*f6vVovh#UR_V|hYH@+ut9R_{J1LU1up!oFP zpeg?a+YfC4<>U=)AG{iLA1wuS-h8%if1mA3CNuAN3$(2a+efn=cXl|kh#JiHm->V9 zNBUbm!@Apk_;>tCj!U2b{{v{%xZ8;k~B!I03-eeL4tE692_>vJ==EwV|Z z&-JU%BFk>|KvDNea`odJcc~2dd~vqN<KGiV}I8%pz70; zESb#yb5FB>^5e`+=ySJ}^W-|4b+j%Q_I-zQ+2Y<@`YxTc$(hJDCe*)O=~Z!zb+D}z z{2E2?7Jc8uE@0g(iv>>Qd)xtfS~i%@_wIQI6rJDX&t35ba|Y|_$b2xeJVDw$uQN{_ z1L|4BK~jt}}W6o1D!3>~3E_ z`n!H2d4lK4?H=CS>c)k2@^d-#bngFvy382R?g`&R8&D0|ROI(ll;(YIeqwj{+$~8U z7xVm?D)|t7Kk*hk8@Y!bRMWU0-R}An+1Fw{F4xoJPL4*q8OZwE-R#2W;(6XoHh7A; zL^aSAMuU2rho@D~EugKm3>0azL0vkPZ1Oay;<;~KPUgJ2yLkb=)!9cuyJ!a}H?LxQ zlbN8>ud{u9U(hCVf4eTDI4-9?IiM!lBo=g|%9Dk>w_Ww&Ju@P17JYu2=hPy9H(8(0 z;JI`0COz&(1+T}2Jf zy6(S%xfJVi-G2^q{8Ui?LVt@o8O%+_gRbgGjtl$3bzj!u{t*2wPte~*^W=6R>+PcN zlDH+o+nRN>pTPRrrP9~BEd4C*)5rP)`d38JzmfkR^7lAM|LPB#BNzGCE(|{I(2V15 z(Z}k&;N?Z6`??AG_4(lGVf3{AARg_?)7NH5LypU%x9x}Yw%$f>>sj=++y4Z{i8?j- ze6MPt+fRSHarC#p6a3x(5x)1;2l<>RM&7>%kLog9FORHWBHP_uH}@S_my1b<(C%*W z+?p(&%{+$t;*492EZ*e$x%>JpWVwC>+w1V28M`+X*}f3Yt!<*u#nB2Jx3(B*uE4j# zd<&|x-2Y~)tVWLPZ)JPq$;@rI?@eyf$a)s{yNQehWPgYA>+S&O*LA;gXcu*P{!DK8 zgI>FT9gM7lk-4YYelIul|1W6NH=sMfdfb$!$MrTB+QU418~R**wt>$dr_cTGp*|ln z7wtN8I{WLeJ~x9WAo~vVxjs*yo1yf%YD}M-Ih`@i-AV;z_m*Jf-+_GoN&4J|%!o@*KH{OF|a4>wGWGA`qQ+aPj#8m?9V2}v5@@K^s#nzXsphnD0O{ z|1;*wAA@c&*T>~X&Z|fEouXZC?g$Feg5#69zs)3aUfopugMMzt^JntJ7sx`)1?6U* zCl_g*IWDIGXcA+>xChA2m*815hx6(>(;h!qX&HZoY zv3BUUS3+GrswuM0?q^rMLS0^!-&N5~{)4~g{%)wt5VYTm{+~%iQ2Y(5M-pYVjtJiVjlOoHCC2G(RYCVsWiayHYEV5?k$L!|pol9A`dXzx z_hOh&k76Be7yS-znhTs)x4SPRyV1XZy5C7M=YQE=Z4dLgFF^msCeV}*b-89;E;qf0 zcJTo3nelH7Ms_LPIR4jGpep$cXs^`-b`{sBL%2?E<_Tn3zW`pd3on48Ha#vk)8jIi z9@lwabKGmYLH8p4ZLe)ZR%dcR^FN$tSJSeXf2Ge&3$CB51dDb%az3AXm*>>%$SKIa z!#_Y>hU@35=P-_&L7(d;^tpPt6UQHE1B%rObcONElj6vA)j|C;_qDrG+}Ex%xerdo z^PHNTat1!OF}vw!u^#ko|KE9bTZ#MH#k!6h7sY*Ws!t7Mce4a2Cts!4`sIQmDy(Ox z(&v%y5un|r(%X^wS!7#@p0!s)-Fv({+hclw`dnZ$&F3ZOwQVw~L%YuAIJ>Ab#`(kT z$U~g>j+|>pHUnP*Ww#EXlU+b@uVd)vbE;HI7#Hg8rL4Dg_S1YWC63Q^uE~7!QP8g_ z1)6z<@Uzb2y>E6w(f+p_`g;!N*^BOrF++Lpn~1A{ez`dcjC^66p5B-pJe~=f7TrK` zED4PK`;~dpAMmqV%=_IU=X970JJ8?jT7hzNxZmwA>vMPW5`CP15Y*-9b5Ywep9|~c zB}XF5u3=t%b1U|rZvgtXkCBH8>EX0fVB}sBP-U?m*R$wxo1cbupU(SQWjA`0w@dVlKRElXlU^19|V8+0J{}eR>AHJcZv|(f!(S`~rGhhx%JLDTQ_?@50Zn;0irm ehIP2i-5J`Kfnp8Muc@9xkbV0X$r{(*QU3?e5rWJB literal 0 HcmV?d00001 diff --git a/avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.dbf b/avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.dbf new file mode 100644 index 0000000000000000000000000000000000000000..dba2471c706059efe1d390b3e49942f95066b953 GIT binary patch literal 77 mcmZRs;TB?KU|?`$;0BVIATtFn<_BVN!MP9yuL2wxN&x_T$OESU literal 0 HcmV?d00001 diff --git a/avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.shp b/avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.shp new file mode 100644 index 0000000000000000000000000000000000000000..a3bff50fdb4f43dd5618c2ca2587dcda7dc005d1 GIT binary patch literal 128 zcmZQzQ0HR64jf)EGcYg$<)Rf@mp$tH;Gp{PFqfFKkmEG_`Af8xe{iVcn(|J`MaU7m Ob`(*NFpR|sRIF+T9@`SXA*(-RHtuVwtO?fUYI*d Vx7$}t0-BYzOvIjVCc Date: Fri, 25 Apr 2025 11:34:47 +0200 Subject: [PATCH 14/23] feat(com6RockAvalanche): implement shapefile input for scarp - Implement shapefile input for feature coordinates and perimeter. - Remove raster input options for coordinates and perimeter. - Adapt `scarp.py` to use new input method and updated config. - Adjust `runCom6Scarp.py` to use refactored `scarp.py` functions. - Remove obsolete output paths from config file. --- avaframe/com6RockAvalanche/scarp.py | 291 ++++++++++++------------ avaframe/com6RockAvalanche/scarpCfg.ini | 26 +-- avaframe/in1Data/getInput.py | 5 +- avaframe/runCom6Scarp.py | 6 +- 4 files changed, 153 insertions(+), 175 deletions(-) diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index f088e899a..4c3075866 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -1,171 +1,199 @@ import rasterio import numpy as np import math -import configparser import logging -from avaframe.in2Trans.shpConversion import SHP2Array +import pathlib from rasterio.features import rasterize from shapely.geometry import shape, mapping + +from avaframe.in2Trans.shpConversion import SHP2Array +from avaframe.in1Data import getInput as gI +from avaframe.in3Utils import fileHandlerUtils as fU +import avaframe.in2Trans.rasterUtils as IOf + + # Configure logging logging.basicConfig(level=logging.DEBUG) log = logging.getLogger(__name__) -def runScarpAnalysis(configFile): - # TODO: rename this to scarpMain or similar - """Run the scarp analysis using parameters from an .ini configuration file. + +def scarpAnalysisMain(cfg, baseDir): + """Run the scarp analysis using parameters from an .ini cfguration file and input from a directory Parameters ---------- - configFile : str - Path to the configuration file in .ini format. + cfg : cfgparser + with all required fields in scarpCfg.ini + baseDir: str + path to directory of data to analyze Returns ------- None """ - config = configparser.ConfigParser() - config.read(configFile) - # Read input parameters from the configuration file - elevation = config['INPUT']['elevation'] - perimeterInput = config['INPUT']['perimeter'] - shapefilePath = config['INPUT'].get('shapefile', '').strip() - perimeterShapefilePath = config['INPUT'].get('perimeter_shapefile', '').strip() - features = config['INPUT'].get('features', '') + # Get input from baseDir and check if all files exist + if cfg["INPUT"].getboolean("useShapefiles"): - # TODO: outputs should go to Outputs/com6RockAvalanche, so these configs should be removed - elevScarp = config['OUTPUT']['elevscarp'] - hRelease = config['OUTPUT']['hrelease'] + # Set directories for inputs, outputs and current work + inputDir = pathlib.Path(baseDir, "Inputs") - method = config['SETTINGS']['method'].lower() + # get the path to the perimeter shapefile + perimeterShapefilePath, periFile = gI.getAndCheckInputFiles( + inputDir, "POLYGONS", "scarp perimeter", fileExt="shp", fileSuffix="_perimeter" + ) + if periFile: + log.info("Perimeterfile is: %s" % perimeterShapefilePath) + else: + log.error("Perimeter shapefile not found in %s", inputDir) + + # get the path to the coordinates shapefile + coordinatesShapefilePath, coordFile = gI.getAndCheckInputFiles( + inputDir, "POINTS", "scarp coordinates", fileExt="shp", fileSuffix="_coordinates" + ) + if coordFile: + log.info("Coordinate shapefile is: %s" % coordinatesShapefilePath) + else: + log.error("Coordinate shapefile not found in %s", inputDir) + + else: + log.error( + "Shapefile option not selected. Please set 'useShapefiles' to True in the configuration file. A " + "raster version is currently not implemented." + ) # Initialize feature parameters planeFeatures = [] ellipsoidFeatures = [] - with rasterio.open(elevation) as elevSrc: - elevData = elevSrc.read(1) - elevTransform = elevSrc.transform - elevCRS = elevSrc.crs - n, m = elevData.shape - - periData = readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, (n, m), elevCRS) - - if shapefilePath: - SHPdata = SHP2Array(shapefilePath) - log.debug("Feature shapefile data loaded: %s", SHPdata) - - if method == 'plane': - planesZseed = list(map(float, config['SETTINGS']['planes_zseed'].split(','))) - planesDip = list(map(float, config['SETTINGS']['planes_dip'].split(','))) - planesSlope = list(map(float, config['SETTINGS']['planes_slope'].split(','))) - - if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata['nFeatures']): - raise ValueError("Mismatch between number of shapefile features and plane parameters in the .ini file.") - - for i in range(SHPdata['nFeatures']): - xSeed = SHPdata['x'][int(SHPdata['Start'][i])] - ySeed = SHPdata['y'][int(SHPdata['Start'][i])] - zSeed = planesZseed[i] - dip = planesDip[i] - slopeAngle = planesSlope[i] - planeFeatures.extend([xSeed, ySeed, zSeed, dip, slopeAngle]) - - features = ','.join(map(str, planeFeatures)) - log.debug("Plane features extracted and combined: %s", features) - - elif method == 'ellipsoid': - ellipsoidsMaxDepth = list(map(float, config['SETTINGS']['ellipsoids_max_depth'].split(','))) - ellipsoidsSemiMajor = list(map(float, config['SETTINGS']['ellipsoids_semi_major'].split(','))) - ellipsoidsSemiMinor = list(map(float, config['SETTINGS']['ellipsoids_semi_minor'].split(','))) - - if not (len(ellipsoidsMaxDepth) == len(ellipsoidsSemiMajor) == len(ellipsoidsSemiMinor) == SHPdata['nFeatures']): - raise ValueError("Mismatch between number of shapefile features and ellipsoid parameters in the .ini file.") - - for i in range(SHPdata['nFeatures']): - xCenter = SHPdata['x'][int(SHPdata['Start'][i])] - yCenter = SHPdata['y'][int(SHPdata['Start'][i])] - maxDepth = ellipsoidsMaxDepth[i] - semiMajor = ellipsoidsSemiMajor[i] - semiMinor = ellipsoidsSemiMinor[i] - ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor]) - - features = ','.join(map(str, ellipsoidFeatures)) - log.debug("Ellipsoid features extracted and combined: %s", features) - - else: - if not features: - raise ValueError("No features provided. Please specify features in the .ini file or provide a shapefile.") - - scarpData = np.zeros_like(elevData, dtype=np.float32) - hRelData = np.zeros_like(elevData, dtype=np.float32) + # Read the DEM + dem = gI.readDEM(baseDir) + n = dem["header"]["nrows"] + m = dem["header"]["ncols"] + + periData = readPerimeterSHP(perimeterShapefilePath, dem["header"]["transform"], (n, m)) + + SHPdata = SHP2Array(coordinatesShapefilePath) + log.debug("Feature shapefile data loaded: %s", SHPdata) + + method = cfg["SETTINGS"]["method"].lower() + + if method == "plane": + planesZseed = list(map(float, cfg["SETTINGS"]["planes_zseed"].split(","))) + planesDip = list(map(float, cfg["SETTINGS"]["planes_dip"].split(","))) + planesSlope = list(map(float, cfg["SETTINGS"]["planes_slope"].split(","))) + + if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata["nFeatures"]): + raise ValueError( + "Mismatch between number of shapefile features and plane parameters in the .ini file." + ) + + for i in range(SHPdata["nFeatures"]): + xSeed = SHPdata["x"][int(SHPdata["Start"][i])] + ySeed = SHPdata["y"][int(SHPdata["Start"][i])] + zSeed = planesZseed[i] + dip = planesDip[i] + slopeAngle = planesSlope[i] + planeFeatures.extend([xSeed, ySeed, zSeed, dip, slopeAngle]) + + features = ",".join(map(str, planeFeatures)) + log.debug("Plane features extracted and combined: %s", features) + + elif method == "ellipsoid": + ellipsoidsMaxDepth = list(map(float, cfg["SETTINGS"]["ellipsoids_max_depth"].split(","))) + ellipsoidsSemiMajor = list(map(float, cfg["SETTINGS"]["ellipsoids_semi_major"].split(","))) + ellipsoidsSemiMinor = list(map(float, cfg["SETTINGS"]["ellipsoids_semi_minor"].split(","))) + + if not ( + len(ellipsoidsMaxDepth) + == len(ellipsoidsSemiMajor) + == len(ellipsoidsSemiMinor) + == SHPdata["nFeatures"] + ): + raise ValueError( + "Mismatch between number of shapefile features and ellipsoid parameters in the .ini file." + ) + + for i in range(SHPdata["nFeatures"]): + xCenter = SHPdata["x"][int(SHPdata["Start"][i])] + yCenter = SHPdata["y"][int(SHPdata["Start"][i])] + maxDepth = ellipsoidsMaxDepth[i] + semiMajor = ellipsoidsSemiMajor[i] + semiMinor = ellipsoidsSemiMinor[i] + ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor]) + + features = ",".join(map(str, ellipsoidFeatures)) + log.debug("Ellipsoid features extracted and combined: %s", features) if method == 'plane': - scarpData = calculateScarpWithPlanes(elevData, periData, elevTransform, features) + scarpData = calculateScarpWithPlanes( + dem["rasterData"], periData, dem["header"]["transform"], features + ) elif method == 'ellipsoid': - scarpData = calculateScarpWithEllipsoids(elevData, periData, elevTransform, features) + scarpData = calculateScarpWithEllipsoids( + dem["rasterData"], periData, dem["header"]["transform"], features + ) else: raise ValueError("Unsupported method. Choose 'plane' or 'ellipsoid'.") - hRelData = elevData - scarpData - saveRaster(elevScarp, scarpData, elevTransform, elevCRS) - saveRaster(hRelease, hRelData, elevTransform, elevCRS) + hRelData = dem["rasterData"] - scarpData + + # create output directory and files + outDir = pathlib.Path(baseDir) + outDir = outDir / "Outputs" / "com6RockAvalanche" / "scarp" + fU.makeADir(outDir) -def readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, elevShape, elevCRS): - """Read perimeter from raster or shapefile and return as numpy array. + # Set file names and write + elevationOut = outDir / "scarpElevation" + hRelOut = outDir / "scarpHRel" + IOf.writeResultToRaster(dem["header"], scarpData, elevationOut) + IOf.writeResultToRaster(dem["header"], hRelData, hRelOut) + + +def readPerimeterSHP(perimeterShapefilePath, elevTransform, elevShape): + """Read perimeter from shapefile and return as numpy array. Parameters ---------- - perimeterInput : str - Path to the perimeter raster file. perimeterShapefilePath : str Path to the perimeter shapefile. elevTransform : Affine transformation of the elevation raster. elevShape : tuple Shape (height, width) of the elevation raster. - elevCrs : rasterio.crs.CRS - Coordinate Reference System of the elevation raster. Returns ------- periData : np.ndarray 2D array representing the perimeter mask. """ - if perimeterShapefilePath: - log.debug("Processing perimeter shapefile: %s", perimeterShapefilePath) - SHPdata = SHP2Array(perimeterShapefilePath) - log.debug("Perimeter shapefile data loaded: %s", SHPdata) - - shapes = [] - for i in range(SHPdata['nFeatures']): - start = int(SHPdata['Start'][i]) - length = int(SHPdata['Length'][i]) - coords = [(SHPdata['x'][j], SHPdata['y'][j]) for j in range(start, start + length)] - poly = shape({'type': 'Polygon', 'coordinates': [coords]}) - shapes.append(poly) - - periData = rasterize( - [(mapping(poly), 1) for poly in shapes], - out_shape=elevShape, - transform=elevTransform, - fill=0, - all_touched=True, - dtype=np.uint8 - ) - log.debug("Perimeter shapefile rasterized.") - elif perimeterInput.lower().endswith(('.tif', '.tiff', '.asc')): - log.debug("Reading perimeter raster: %s", perimeterInput) - with rasterio.open(perimeterInput) as periSrc: - periData = periSrc.read(1) - log.debug("Perimeter raster loaded.") - else: - raise ValueError("Unsupported perimeter input format. Provide a raster (.tif, .asc) or a shapefile (.shp).") + log.debug("Processing perimeter shapefile: %s", perimeterShapefilePath) + SHPdata = SHP2Array(perimeterShapefilePath) + log.debug("Perimeter shapefile data loaded: %s", SHPdata) + + shapes = [] + for i in range(SHPdata["nFeatures"]): + start = int(SHPdata["Start"][i]) + length = int(SHPdata["Length"][i]) + coords = [(SHPdata["x"][j], SHPdata["y"][j]) for j in range(start, start + length)] + poly = shape({"type": "Polygon", "coordinates": [coords]}) + shapes.append(poly) + + periData = rasterize( + [(mapping(poly), 1) for poly in shapes], + out_shape=elevShape, + transform=elevTransform, + fill=0, + all_touched=True, + dtype=np.uint8, + ) + log.debug("Perimeter shapefile rasterized.") return periData + def calculateScarpWithPlanes(elevData, periData, elevTransform, planes): """Calculate the scarp using sliding planes. @@ -276,36 +304,3 @@ def calculateScarpWithEllipsoids(elevData, periData, elevTransform, ellipsoids): scarpData[row, col] = elevData[row, col] return scarpData - -def saveRaster(filename, data, transform, crs): - # TODO: use the functions we have in avaframe.in3Utils.rasterUtils.writeResultToRaster - """Save raster data to a specified format. - - Parameters - ---------- - output_path : str - The file path where the output raster will be saved. - data : np.ndarray - The 2D array of data to be saved. - elevTransform : Affine - The affine transformation matrix of the elevation raster. - elevCRS : rasterio.crs.CRS - The Coordinate Reference System of the elevation raster. - - Returns - ------- - None - """ - with rasterio.open( - filename, - 'w', - driver='GTiff', - height=data.shape[0], - width=data.shape[1], - count=1, - dtype=data.dtype, - crs=crs, - transform=transform, - ) as dst: - dst.write(data, 1) - log.debug("Raster saved: %s", filename) diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini index 0ef5dc1d4..b5131020b 100644 --- a/avaframe/com6RockAvalanche/scarpCfg.ini +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -1,17 +1,9 @@ [INPUT] -# Input DEM raster file path (ASCII or GeoTIFF) -elevation = -# Input perimeter raster file path (ASCII or GeoTIFF) -perimeter = - -# Path to shapefile containing feature coordinates (optional) -# If provided, the script will use this shapefile instead of the 'features' string -shapefile = - -# Path to shapefile containing perimeter features (optional) -# If provided, the script will use this shapefile instead of the 'perimeter' raster -perimeter_shapefile = +# Use shapefiles for feature coordinates and perimeter features +# They have to be saved as .shp file in Inputs/POINTS/*_coordinates.* +# and INPUT/POLYGONS/*_perimeter.* +useShapefiles = True # Features for planes or ellipsoids (comma-separated) # This is used only if 'shapefile' is not provided. @@ -25,14 +17,6 @@ perimeter_shapefile = # features = x1,y1,depth1,a1,b1,x2,y2,depth2,a2,b2 features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 -[OUTPUT] -# TODO See comment in code. i.e remove the output definition and always write to Outputs/com6Rockavalanche -# Output scarp raster file path (ASCII or GeoTIFF) -elevscarp = - -# Output release height raster file path (ASCII or GeoTIFF) -hrelease = - [SETTINGS] # Choose the method: 'plane' or 'ellipsoid' method = plane @@ -42,7 +26,7 @@ method = plane # Ensure that the number of parameters matches the number of features in the shapefile #TODO: is there anyway to set default here when using shapefiles? Or could we include this from the shapefile? As -attributes? +#attributes? # For 'plane' method: planes_zseed = 1090 diff --git a/avaframe/in1Data/getInput.py b/avaframe/in1Data/getInput.py index 710a1aa10..cd7b3611d 100644 --- a/avaframe/in1Data/getInput.py +++ b/avaframe/in1Data/getInput.py @@ -29,7 +29,7 @@ def readDEM(avaDir): - """read the ascii DEM file from a provided avalanche directory + """read the DEM (ascii or tif) file from a provided avalanche directory Parameters ---------- @@ -292,7 +292,7 @@ def getAndCheckInputFiles(inputDir, folder, inputType, fileExt="shp", fileSuffix folder : str subfolder name where the shape file should be located (SECREL, ENT or RES) inputType : str - type of input (used for the logging messages). Secondary release or Entrainment or Resistance + type of input (used for the logging messages). fileExt: str file extension e.g. shp, asc, tif - optional; default is shp fileSuffix: str @@ -340,7 +340,6 @@ def getAndCheckInputFiles(inputDir, folder, inputType, fileExt="shp", fileSuffix log.error(message) raise AssertionError(message) - return OutputFile, available diff --git a/avaframe/runCom6Scarp.py b/avaframe/runCom6Scarp.py index 4ba0254f7..92680325f 100644 --- a/avaframe/runCom6Scarp.py +++ b/avaframe/runCom6Scarp.py @@ -7,7 +7,7 @@ import argparse # Local imports -from com6RockAvalanche.scarp import runScarpAnalysis +from avaframe.com6RockAvalanche import scarp from avaframe.in3Utils import cfgUtils from avaframe.in3Utils import logUtils from avaframe.in3Utils import initializeProject as initProj @@ -47,10 +47,10 @@ def runScarpAnalysisWorkflow(inputDir=""): initProj.cleanSingleAvaDir(inputDir, deleteOutput=False) # load scarp config - scarpCfg = cfgUtils.getModuleConfig(runScarpAnalysis) + scarpCfg = cfgUtils.getModuleConfig(scarp) # Run the scarp analysis - runScarpAnalysis(str(inputDir)) + scarp.scarpAnalysisMain(scarpCfg, str(inputDir)) log.info('Scarp analysis completed successfully.') From 6d8f1cc3e247fc0e211db44b65204a5d07693b65 Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Sun, 18 May 2025 09:10:57 +0200 Subject: [PATCH 15/23] (com6RockAvalanche): implement shapefile input for scarp - Implement shapefile input for feature coordinates and perimeter. - Adapt Readme - commit includes test data in data/scarpExample --- avaframe/avaframeCfg.ini | 3 +- avaframe/com6RockAvalanche/ReadMe.txt | 34 ----------- avaframe/com6RockAvalanche/ScarpReadMe.txt | 20 +++++++ avaframe/com6RockAvalanche/scarp.py | 33 +++++++---- avaframe/com6RockAvalanche/scarpCfg.ini | 28 --------- avaframe/data/scarpExample/Inputs/Molln.tif | Bin 400657 -> 0 bytes .../Inputs/POINTS/points_coordinates.dbf | Bin 0 -> 198 bytes .../Inputs/POINTS/points_coordinates.shp | Bin 0 -> 156 bytes .../Inputs/POINTS/points_coordinates.shx | Bin 0 -> 116 bytes .../Inputs/POINTS/scarp_coordinates.dbf | Bin 77 -> 0 bytes .../Inputs/POINTS/scarp_coordinates.shp | Bin 128 -> 0 bytes .../Inputs/POINTS/scarp_coordinates.shx | Bin 108 -> 0 bytes .../POLYGONS/scarpFluchthorn_perimeter.dbf | Bin 0 -> 88 bytes .../POLYGONS/scarpFluchthorn_perimeter.shp | Bin 0 -> 372 bytes .../POLYGONS/scarpFluchthorn_perimeter.shx | Bin 0 -> 116 bytes .../Inputs/POLYGONS/scarp_perimeter.dbf | Bin 77 -> 0 bytes .../Inputs/POLYGONS/scarp_perimeter.shp | Bin 236 -> 0 bytes .../Inputs/POLYGONS/scarp_perimeter.shx | Bin 108 -> 0 bytes .../data/scarpExample/Inputs/fluchthorn.tif | Bin 0 -> 265186 bytes avaframe/in2Trans/shpConversion.py | 53 +++++++++++++++++- 20 files changed, 97 insertions(+), 74 deletions(-) delete mode 100644 avaframe/com6RockAvalanche/ReadMe.txt create mode 100644 avaframe/com6RockAvalanche/ScarpReadMe.txt delete mode 100644 avaframe/data/scarpExample/Inputs/Molln.tif create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.dbf create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shp create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shx delete mode 100644 avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.dbf delete mode 100644 avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.shp delete mode 100644 avaframe/data/scarpExample/Inputs/POINTS/scarp_coordinates.shx create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarpFluchthorn_perimeter.dbf create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarpFluchthorn_perimeter.shp create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarpFluchthorn_perimeter.shx delete mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarp_perimeter.dbf delete mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarp_perimeter.shp delete mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarp_perimeter.shx create mode 100644 avaframe/data/scarpExample/Inputs/fluchthorn.tif diff --git a/avaframe/avaframeCfg.ini b/avaframe/avaframeCfg.ini index 4572b2567..2c07a426e 100644 --- a/avaframe/avaframeCfg.ini +++ b/avaframe/avaframeCfg.ini @@ -4,7 +4,8 @@ [MAIN] # Path to avalanche directory -avalancheDir = data/avaParabola +avalancheDir = data/scarpExample + # number of CPU cores to use for the computation of com1DFA # possible values are: diff --git a/avaframe/com6RockAvalanche/ReadMe.txt b/avaframe/com6RockAvalanche/ReadMe.txt deleted file mode 100644 index e720de481..000000000 --- a/avaframe/com6RockAvalanche/ReadMe.txt +++ /dev/null @@ -1,34 +0,0 @@ -How to use com6scarp: - -In the main configuration file avaframeCfg.ini: --set path to the scarpCfg configuration file in the MAIN section --e.g: configFile = com6RockAvalanche/scarpCfg.ini - -Prepare scarp configuration file: - -- Input: -o elevation: File path to the DEM (ASCII or GeoTIFF), which serves as the basis for calculating the scarp. -o perimeter: File path to the perimeter file (ASCII or GeoTIFF). This specifies the boundary area within which scarps are calculated. -o shapefile (optional): The path to a shapefile containing point geometries can be specified here. These points represent the centers of the ellipsoids or planes. If a shapefile is specified, the coordinates (x,y) of these points are used. -o perimeter_shapefile (optional): ): The path to a shapefile can be specified here, which specifies a boundary area instead of the perimeter ASCII file. -o features: A list of parameters that define the planes and ellipsoids is specified here. The list is only used if no shapefile is specified. Depending on whether the planes or ellipsoid method is used, the list must have a different form: -  Planes: features = x1,y1,z1,dip1,slope1,x2,y2,z2,dip2,... -  Ellipsoid: features = x1,y1,depth1,a1,b1,x2,y2,... -- Output: -o elevscarp: File path to the output DEM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarps -o hrelease: File path to the output DEM (ASCII or GeoTIFF), which represents the calculated scarp volumes - -- Settings: -o method: Here you specify whether the plane or the ellipsoid method should be used -o If a shapefile is specified, the following parameters must also be defined: -  For the plane method: - - Planes_zseed: z1,z2,... - - Planes_dip: dip1, dip2,... - - Planes_slope: slope1, slope2... -  For the ellipsoid method: - - ellipsoids_max_depth: max_depth1, max_depth2,... - - ellipsoids_semi_major: semi_major1, semi_major,... - - ellipsoids_semi_minor: semi_minor1, semi_minor2,... -  It is important to note that the number of parameters specified must correspond to the number of point features specified in the shapefile. The order must also be observed. For example, Planes_zseed z1 is assigned to the point with ID = 1. - -If all the data is provided successfully, start the script by running runCom6Scarp.py \ No newline at end of file diff --git a/avaframe/com6RockAvalanche/ScarpReadMe.txt b/avaframe/com6RockAvalanche/ScarpReadMe.txt new file mode 100644 index 000000000..9428825cd --- /dev/null +++ b/avaframe/com6RockAvalanche/ScarpReadMe.txt @@ -0,0 +1,20 @@ +Prepare files and config file (avaframeCfg.ini): +- Set path to avalancheDir in avaframeCfg.ini and create it +- Inputs: + o All input files are automatically read from the set avalancheDir. No file paths need to be specified + o elevation: DEM (ASCII), which serves as the basis for calculating the scarps. Must be in avalancheDir/Inputs. + o shapefile: A shapefile containing point geometries. These points represent the centers of the ellipsoids or planes. The coordinates (x,y) of these points are used. If the plane method is used, the shape file must contain the Attributes "zseed", "dip" and "slopeangle" as float values. If the ellipsoid method is used, the shape file must contain the Attributes "maxdepth", "semimajor" and "semiminor". The file must be located in avalancheDir/Inputs/POINTS and file name must end with “_coordinates”. + o perimeter_shapefile: A shapefile that specifies a boundary area. Must be located in avalancheDir/Inputs/POLYGONS and file name must end with “_perimeter”. + +-Output: + o elevscarp: Output DGM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarp. Is saved under “raster_scarp.asc” in avalancheDir/Inputs/RASTERS. + o hrelease: File path to the output DGM (ASCII or GeoTIFF), which represents the calculated scarp volumes.Is saved under “raster_rel.asc” in avalancheDir/Inputs/REL. + +Prepare the config file (scarpCfg.ini): +- Input: + o set useShapefiles = True +- Settings: + o method: Here you specify whether the plane or the ellipsoid method should be used + +If all the data is provided successfully, start the script by running runCom6Scarp.py + diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index 4c3075866..784b89160 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -5,14 +5,11 @@ import pathlib from rasterio.features import rasterize from shapely.geometry import shape, mapping - - from avaframe.in2Trans.shpConversion import SHP2Array from avaframe.in1Data import getInput as gI from avaframe.in3Utils import fileHandlerUtils as fU import avaframe.in2Trans.rasterUtils as IOf - # Configure logging logging.basicConfig(level=logging.DEBUG) log = logging.getLogger(__name__) @@ -69,20 +66,31 @@ def scarpAnalysisMain(cfg, baseDir): # Read the DEM dem = gI.readDEM(baseDir) + dem["rasterData"] = np.flipud(dem["rasterData"]) + n = dem["header"]["nrows"] m = dem["header"]["ncols"] periData = readPerimeterSHP(perimeterShapefilePath, dem["header"]["transform"], (n, m)) SHPdata = SHP2Array(coordinatesShapefilePath) + log.debug("Feature shapefile data loaded: %s", SHPdata) method = cfg["SETTINGS"]["method"].lower() + if method == "plane": - planesZseed = list(map(float, cfg["SETTINGS"]["planes_zseed"].split(","))) - planesDip = list(map(float, cfg["SETTINGS"]["planes_dip"].split(","))) - planesSlope = list(map(float, cfg["SETTINGS"]["planes_slope"].split(","))) + # Read required attributes directly from the shapefile's attribute table + try: + planesZseed = list(map(float, SHPdata['zseed'])) + planesDip = list(map(float, SHPdata['dip'])) + planesSlope = list(map(float, SHPdata['slopeangle'])) + except KeyError as e: + raise ValueError(f"Required attribute '{e.args[0]}' not found in shapefile. Make sure 'zseed', 'dip', and 'slope' fields exist.") + + if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata["nFeatures"]): + raise ValueError("Mismatch between number of features and extracted plane attributes in the shapefile.") if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata["nFeatures"]): raise ValueError( @@ -101,9 +109,12 @@ def scarpAnalysisMain(cfg, baseDir): log.debug("Plane features extracted and combined: %s", features) elif method == "ellipsoid": - ellipsoidsMaxDepth = list(map(float, cfg["SETTINGS"]["ellipsoids_max_depth"].split(","))) - ellipsoidsSemiMajor = list(map(float, cfg["SETTINGS"]["ellipsoids_semi_major"].split(","))) - ellipsoidsSemiMinor = list(map(float, cfg["SETTINGS"]["ellipsoids_semi_minor"].split(","))) + try: + ellipsoidsMaxDepth = list(map(float, SHPdata['maxdepth'])) + ellipsoidsSemiMajor = list(map(float, SHPdata['semimajor'])) + ellipsoidsSemiMinor = list(map(float, SHPdata['semiminor'])) + except KeyError as e: + raise ValueError(f"Required attribute '{e.args[0]}' not found in shapefile. Ensure the fields 'maxdepth', 'semimajor', and 'semiminor' exist.") if not ( len(ellipsoidsMaxDepth) @@ -143,6 +154,8 @@ def scarpAnalysisMain(cfg, baseDir): outDir = pathlib.Path(baseDir) outDir = outDir / "Outputs" / "com6RockAvalanche" / "scarp" fU.makeADir(outDir) + + # Set file names and write elevationOut = outDir / "scarpElevation" @@ -150,7 +163,6 @@ def scarpAnalysisMain(cfg, baseDir): IOf.writeResultToRaster(dem["header"], scarpData, elevationOut) IOf.writeResultToRaster(dem["header"], hRelData, hRelOut) - def readPerimeterSHP(perimeterShapefilePath, elevTransform, elevShape): """Read perimeter from shapefile and return as numpy array. @@ -240,6 +252,7 @@ def calculateScarpWithPlanes(elevData, periData, elevTransform, planes): for row in range(n): for col in range(m): west, north = rasterio.transform.xy(elevTransform, row, col, offset='center') + scarpVal = zSeed[0] + (north - ySeed[0]) * betaY[0] - (west - xSeed[0]) * betaX[0] for k in range(1, nPlanes): scarpVal = max(scarpVal, zSeed[k] + (north - ySeed[k]) * betaY[k] - (west - xSeed[k]) * betaX[k]) diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini index b5131020b..d9efb72f0 100644 --- a/avaframe/com6RockAvalanche/scarpCfg.ini +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -5,35 +5,7 @@ # and INPUT/POLYGONS/*_perimeter.* useShapefiles = True -# Features for planes or ellipsoids (comma-separated) -# This is used only if 'shapefile' is not provided. -# -# For 'plane' method: Define multiple planes by listing xseed, yseed, zseed, dip, slope for each plane. -# Example for three planes: -# features = x1,y1,z1,dip1,slope1,x2,y2,z2,dip2,slope2,x3,y3,z3,dip3,slope3 -# -# For 'ellipsoid' method: Define multiple ellipsoids by listing x_center, y_center, max_depth, semi_major_axis, semi_minor_axis for each ellipsoid. -# Example for two ellipsoids: -# features = x1,y1,depth1,a1,b1,x2,y2,depth2,a2,b2 -features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 [SETTINGS] # Choose the method: 'plane' or 'ellipsoid' method = plane - -# Additional settings when using shapefile for feature coordinates -# These settings provide the other parameters required for each feature -# Ensure that the number of parameters matches the number of features in the shapefile - -#TODO: is there anyway to set default here when using shapefiles? Or could we include this from the shapefile? As -#attributes? - -# For 'plane' method: -planes_zseed = 1090 -planes_dip = 180 -planes_slope = 70 - -# For 'ellipsoid' method: -ellipsoids_max_depth = 80,70,50 -ellipsoids_semi_major = 50,60,50 -ellipsoids_semi_minor = 50,40,50 diff --git a/avaframe/data/scarpExample/Inputs/Molln.tif b/avaframe/data/scarpExample/Inputs/Molln.tif deleted file mode 100644 index 8bb45fc2c7e29c6d1754cdd5cc0bc2a9348a36b5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 400657 zcmcG%e_WT<{r`U?MvjQc85tR!jM2!5%#m|u93nC@V=QLQ$eoPLn3*$jMlO#TBQs(| z%p5b08MzoaGcqHiGjhzxH`$nT^`AQb|NsA0NB-8k7YK1?wh#qci0YLQ z{d7dPMs!a^|2v}39VO13HcAxC9VM#oA0^&>Dx!Bp^!|wcETYef5@%*ciGso?QGIWe zc=w5j-WJjCM)W@;`ixV=nHi^uf*Vf})pwsF-hC{hna5Bi6Z!W1ZxpVSQ-z3}*suN_IsIT%^otdVkt(A` zzgQ715=Bhp(i$Zmzfi<|#VKXcVA_SVX5`5XnSI~ArAzO+P2OJ5fj%XZ9QqFEHeO2(+)NJs7*zA`2W|T!pe*_&=r`AarfnTrQVZ&Y zDp1ZX2i>xVKsEny&?Is@HKmF5R=-Xjco%dtkAuG8)W^R1+%7p8l-*N6rEda7N_sMBppxeOXrSuEXs`q!GFWU^7 zvA+iOf-+FfDPlbPyP

=!d?Q1yNY$_$qK32EGJT`uV^2UX@dplJFW z_1*42lY_5uKl5HB=WhjdJhdBmh4IXG(5LIfcnTR>fG;xYRw&>pT+A_7L`If$>XOcb9+^p zg}4~Lg7t^ykty|z?|+ZF;4+*?mv;#$i!K1|5^B3^I^$cv2bzToK(TK%=r?VmUeyM= z-G3ox9s!N}4D>5bef+EY!*3b`spk2Hk6vNLk9{&pC zNxMMVv!CVrKL_2?#46m6J2F7G`+Cr>FD92f0IJ@{SU#`@lm{w6vHxLm)q{*zECb!f zJILhkfx0RSG_~IZRb~Px(uVl?X7qxlww<4AU@NGrenn1u2oz#5Xlj2*J$nXdk52)8 zYAVZ1&SrevDWKcHcEM!#;yA1AeoA5&Iuvz1UmH-b~O;KO2-4 zui^S|$xrZl=~@VynrlG2M6!It7rYOW{|f5(?Vy~)_FApE589{R1lrsySRQjWDE58! z=vU`SP5CP*qFMs$K)H1pXxtA#zhW}WSB;@QIk*PfPwoLt?QYPgYz1Y-FF`x5jI1jn zmncvjya3dPz6OfMqmN*J^WFjFwin6OHH=UBDd;B@fnud%dG|%sU8jSp_e8~4`!VkC zpl^5wlohXoYVr%9&D{Ws{f~lf*?pkg@*~E(@<7`^i8}pkP&NPi=U?sLl^zDw{I@`x zv;{P+HK1sG0Mu2QEmim0nb;@_Zc4`^-jjc@EwTz zf@Lfp41U~O1Fd&%BolrM+PdF>zF;$`rm)!Z+VM)zXwgp zzd=9YY+jFhGC)7!I#9RV28xyUgEHn9pgHp-`WpVQA`KSZQYV|nT%&?H_;oj)1WJI(>^ z;yAJ|f#sdCpjkMG6CZY1p5sVY{Z{CUgJAH-IwcF3`3=M7{cH(3J2x^1)Y44dc3)?WW(%>rO=7i~4TQ z5^k4u5BIahfNE_eXvf!3Z?6Ky%4LinXTQj8_#w1z;pfqZo@M>Dqjdr@H{TM6I8J)LU|47_r6HoLI1EhAF*Dgz;!61&La0u0R7M;(B@1B-HGc# zxw?qlvIO+`^l`tb4%)Q72&(2kg8I<=pv?FOb@4wzKkE$msqMQA)Gf0>bM!~lQ||*s z<1ZMm{Wa+G>p?fOj+DOwWz3W0q(>MZxE~Zv3#gZUpWJvQs251kZypVb{R8-1Chc1Z`(h> z`7nuHppJiuObG2z+&t=P_TP2!IA~GWkLyIveU6;N{-;RGhjty8@;Zu(1;xa}yl*D4 zzipG)PRkyHxEXsJ=o_*@w=5adNB%><&VHZ%JhT&(JsUtba|NhI&jrQAX`o$l0pnBR zKvVlK`tihW(AKqre#nx0A0j6#07c_?cGZ&Sx4vwZq!>J0k2?D+sb?DM-pS=0`ih0Tno)Ptg{g7HO5saF<(x+;gP z{uby?oDSOc{qSMAdOzrPzYgjn&wxJVQP3P+0?LdZP}g1w+V%@UkrqpR{6{=L$@!ql zoD16A5>WQsMLj;~ZFf^IUImKbYS1lvmb!^P?uTBb-q!;9P3-sS_-1Gs&3a;g$iwHd z-1fbMay$Ny+QGO=w@h_EMIg3oSFgK?c89+oPb}(tq>sc7Fnzv3o#W{Va9j1E5{c z&n+{GSbl``WecIjY-%+n^jl_K$?daAy@0+iCnX`Sn!ip~ein{nIDTvPKu5;)$n2gxjet3=_16CF& z#hxReU(S5r4fZjf%>JJni00o*J&XIv{uXGLFb|d)h0tEj}bK5p825Emg2m*vcd zRpog4YCU~i?7IQlteX$oCG=r^_)%!JW+Urw*!F*D$G-$^TqCG=JV(8bK5y2og&x_T z+{%1k2>v}e=L(d|1LuD%W(ubiN5ZZZR7VTdkAtpbC1?^ClQp-3 za!Vd)*Iz-lUj&M%BUg$?DvtS%oXhLp=O>|DR(y*4MRc)WY!jQUUwc0F`Y6zEJ_28s2bibJ)s58MYw6dA7lCeY z7HAe-2CB8+07d#>@Z)a!@wT0yn*0pt_dd$<#Gg>FmeACdv1$}3 z%Ri+L_ZhhT1h_ozdnQbLeSKVVflXMhr0R*j;qRi6Lh;9c)Z82V0>~8IXV;6Eo?{J#_zLU z`|Y6HeGe#xncwPS_6JPOEiA8Rzd-e-LYuMdALv6d(6S=1`xI!OO5e9j#!)vg|F?D1 zpjGqrjOVleV2|_fiHYTin`69wY!ZD|&h0>4hxrJz=oqxy!|yM;-r@dcIZ*7|3Ci+U zK~wS)<4rA~-}^T8#C_D8{)bFu|3IzX3@r~lL-sH)7md80-O@iJ?&^7dL=$~nbUhZ% z*Q4Zew)g9DRn!bFaI}#}S!3N>2)aE_QMYoO!W=DymgTpzT=KZ8-fN(J%2kXHTn>t1 z_Ve{&=I{O_=jp`kPMjyx#{QU}^*GPpylX()9`bW>9M{K4f75NOp$_e&TXrq9Z#W+m z>72*%%im=?e30{2wx9W$(n}DR6&$ZMHJ7t}p1^T;S~eT=aavpp12B> z8FzqcejaESUjq7ucu*(w!Iy3OyPz)KMxFa4Xr?bC7yb|wUDK#*lgSbh_#u5c@h$rB z>TP8AQ-P~k?(POf`puxtp|7j$%-7vu3gZ6cS)fb)I=OU^zTDOey1YMvqHqftwGOnq z9svD>F#f*kno#dzP>(qSGz&k4AKM(}={_~&>G2yGpHU8~d5b`o{C&{0O`+a%F6f7z z;`ysA2i+j&OKkgMXyaBhKJW|b+Q))k3+k3IPTox)H`(-Ok;eSmhw)HT+l~5i%Ym?; z{oIe_c&JF{e5j0JJ(tY9+>{KVp4uLd>&`A_d#*;)7fcrOavgsk%1zB{PPkI#ABJk>%q!9%t(cq1`gx=WfGH)|;C{9{4V(dL?LT*>87C`Sq?SA(i|BB-au zgR&^J8}alz*Rg@edole{&JFW+)9K5$|4x*PMxHM>b2ZOP(c_?stpm-`UxPZn4D_9I z7+-fa=mstWN$T_?&^q30~SDDPe<+e%O?pQYC&CJ8?V&>uU0Q(QVppx~n*dKBA z^k3Ec7UFK;?_}N}C@V(e`-_!PteU-2RLGyQ1Tj{Qg5z8~7=dT^wk%s9dNt=zBD zpFry)e_?z&kE_ig%|iAA{N_(lu3~5L?>DXlRWrwpR3)ziyO`tYHs=kNuXz{rDI7;~ z8#t~Wxest%*__FsuD*dhbPwq2nRm-ARnVe~W$ESjB=2i61rXP}pKLO43)#M_Mmz!hEvwg#BthcHY)C=Atcl-_Xsnou6AG9f9 zJvXq6<@wt|+0F5Jv+i+dr8&Q@Cf~+-d#`0Y_HxjU=Qz9&p&zo2^ZdH_LwsLzY#+aO zLOW=4UjkJo`!~9(lJydQ2Ks`fpqz6@(3<7Pen_^mpYQ6&L)-Sxao)^W&ac~XJg;(f z4dSAa?Ujz70__HdaDDi_Z1=>zFkVz&!s}*!4k%{R&wUxku}mx5UsJ+$DK2>f+v~9p zfU@XTP;_O1`p|`B%c-E6!aUs#yhWcr*+g!xCJRbI)g0#28#1A7eo+HmYd)n9Z`u!*JX<2b*L`~P4-A$z5rSuUJ1&r>#28a16@7aL9y}>v>pEi>veOUSgiaO zu7A~>1?uV_@_twv^74smp#2KwH*O}!yF@z2*Y%N)x!u%JxbI|nBB+mCOx-;Vbj#?^ zK4lKHTEl!t&RGa8(igGb9?~~(9Mg>b5zEEwP%q?7g`wY`&whl@|0_O+$?gDECVg8p zhWo$&I6r6n04UNwqHZ|?x@B#k8vPt7=P=K+bvzDs{f#VNGYQl?&Y+H^|M-G-99J>> zH=u8zKbuzOxjKQ`7Z{YgWR5F~!cE++iFvS!4gIga9o)~XCqY@k{()-dyt3@!`L{`V z+&(QAbRG12T}=Arv$%cv%`BfuA9p7>j-xcM7rCtwzxgA?#mX;1-I9p! zEt*oveHW00r-PAk0#H}Qfokokpx^Xw{{2$!$F`q>xT`-4l+oi^FZFEdupg6s8njt= z9vE3N9m=_#7%qhNCw~d*gie;1v;Q`-p2H*_W_%KT!JXiG4KtR0;rD)<*Vk|X==a_Y z%8Y7IAK5}y{}xo4FM}fe_h4k4ij3iSw3>W`I{FLHZ#o^mDAKs@O!iEJ)?;o0{ffIl zQ$ruOeH&Om>UW^+`#mV<(x+w5htRsJpNt;_{fbXPS9%PzbsvD{*g;Tc>;ZKP^LsU) z`M&LEzV7nwMY%h{eBIP?99~cTF1Opk&u@?O``BH>_cuH1d4LJOY{;O}2gq^ebY) z$oeo|cgtP|{fec$j(1!~CZvFJ>nWgH`T^VLsUaUL+YIdnD;Q4*YA{@70X&%Ldij380@4!+28|cc1$<{Mo0z2#QtJpvnFz zeLHgwS;;(I_M8tbyQ5fd9oNT+m0j>3`j9O^Z> zT8_iJ4M&1czeVQ!7L*4br(f^ke7cIenYxtY?y`vE?oJNFk99&X=o{$g za_;lgsZ}iBc^@bmi$J$DJH)>Q`dM60B)i!k6Y0}BqwJ=S+g){t+i|b3e2{s# z+{$rv(bdZHIe~e$UlH=|Lgv{r;~2`7=6WPu%>JOt?W;*-J8Vj(@;+$edLk9ebwhr_ zgNVDlr$C#tjrCf0gSyI7m#}>_)9J6W=tACq(P7+t+x5Ip2RVOc$CW_aq-CIKdl1ys z4}&W1A;xQXf6I)}pHJa^?vk0$>lTj3sWluA5EDPa=TW1XclieTx0%k*r^m!_|GnP; z-OPB<_J?*o`vYw6>gnsI$`!y+^*t1&@b;~{kGuq^M3)Yi`0bp$dx%s&jx!0`}b zI*(J;rQ}qOU&t-#&_3njzzLvTPr8}xN7{DgQ?@;fm*(W4p4fMF;Ps$BbPK3P7m%^J zpxp9fP;|Wv`n_!T^`Vp06F83JH}gEZypZqhO2_#hndh;`>Ep73*Qc6Hzwrh1A$z=y z*URGI+udE%>zRMs@qN%LlX#4{^2yxs2ETmjsjKO$xx5JZ`QFNV2-c$v$bvRm7lR@#2~^ErW4*pX90yZ!h+MQcko_K;(+n*N8_AU$ zLDd}kP19B|p2l%`vykV>O#ctgr(VGRnwq>B+HH7<@u@!oBl9GT*N+B;IE?Gqw6%e% zneCVy-MEf0io&z)`x3N7xmG_XA+uVD|_1_20Sgw0FwcmjDn?Iu;x4uWV?F7ZXjiAbW81$PLf_B#p zrp3 zmGx(EeqC<+Cw$s3?*c^{*U9OYC!y8BpVG$%e#r8D(?a|_#yh^GFDGywU6ykm-4`^| zw@WvGrtKk6O)g=)V;1$n%c=Jq=6Tq~eA@QW*Ih>=;$80nM?qsf!aqpFf`Z$Yr40a|7cm z*nZm?4?&xSzXCru%)1ggkGAN^C$!+{RCX0UU%g#dF57GaPV;&Y+7mB!>c^aq> z)BjyE`~N2Kclds8Bj;bmKIZ8@{|Af@u-y=|$MSfrJHg|gMn8;<%RtMb1E3rHAJFzW z(3I?Be0MM7xyPvoKO^foZY{U&X8HIRK(UYG@%qpc&~i2BS0dw4(0a@xpz8fO>#rOc z7vS|_7jquQ)UrQe7jyjD$rA^imUuU${Sw*A*}yWX40?RS8Y=PW^&%w;c2hJRdIkQD`0C z2Ff|~aeXKS=hb9S07cpqQ1;wN9^iP7KE!cefAS}Y>%$yZw@I6!eF}YC&Fh9X>y9yA zM&DLzzJ!+LAz!UKi@tXJJaWdRpqZ{f5%mLbBp=s1>EkwM9peQrfOh?xpo-%-x*E;A z+h24FeA=hdzvZMc^zB#1f;K7Wmrtk8i3RnQ(V%Gj0{b-!nZL`5zd*|#`ns;Bue)T9 z!@H$rp`85=k;d@^HyFN;2+z|ck4HV191GgqlRPeyJ_6mc1E5XnB-hj5-H8`jF2nsl z{eJ4*MWCtWJexlJCC~rjy*&S^jp2OL&u!nW&?aj#sOCq5c5%4>^0x85s4VAwG4XcL z_Fcnx?>Xe;&(MC`q=Vpp*E6l=`Z%3XjkuT?)=?GC3+;UlD2q}+Gkp|w^g;NuD{Y}~ zXLH@V$yy053X93v*MNR+3iUqb>Av77{drmkDE4guO-T)C`yZgLod>EZT=y=^>FaXt zIf%>EU(%;LKc*j#c@GrgZN?|OMxJaWXZ@1w>7YC`_#XX zL)+=o$(%=5m1WRM-vXMFD?z#C0#Gj)O-}2BFWaQB-hD$WwA|7FihYlftL|ld+Z<50 zOb5+T=E=4$x;9-M`U5!}r?LHi!+CTYIG%17 zf6DV({vXh;kKuK+i@q(RCqR!pcWnDFf_C-aB$smjQ@4B<+GPEJ9J>^ZEL$TdJs0Bi z3zm8h*v%AiNR@(*ZFZ?^dU+{*JqZwP*M@DkP^odD{c^h0}`{ipwqQy=Q*`8h_Pw(Y?;%cHQJY32B| zU(RuS8GRDsyF28H9WsMJg=Zzns|P9GXJ-`IBxDrHzV$5{ti@{SOM)egzg?seffKR_;^pDWFAKC>tq zaaGxk^K5fp1YJF^LpAz#Xup^3nsK}z#eU}JBAwU2S+@??xjew}Dpgqk?F%L{9urHJ z^Zg8RHOE=?g4fZ0i~S9tuI74ZC+~%JGk-uX{WfUZ$AU8YU-an-e+Es~OVpiDfOZDw z(|ro()6LN<5LauHK#@KKKlYpd2D&}Jr*FqS51Q60(B|Avj=vpr_1A+wKOI!PiJ+|D zbLw*I=kQ@ydIZ!9{z6}lV&3i>8lY|eBP>7iW6*7}O`8AO?5pgHaV)@uG?q1C2(#^3B`t+i$# zXNB{}ac{Mj{%dM`aXv=YJGv8lc)mI~AFg*YFBehtZBxtjkvicMp3gpx+vsUuKu6XM z;qRClj_bINkazD$L)_JWJA97sfWDL3tfP;+J$a0m{SY)+_k&_z4dW@y%k4Pkb8ax? zeM$5MS3ic=|5A>J8g~t^|1ypvy8*Vtkvtgj$oo@Rp5G4Yo$ph34uT@;blhJqFO~OS z74v1WvH;qSUjT~P;r=Xsob?XZgJ$dtthe|zQ1!macpKYMJ#{zZ&3|CM@y~*;G>pq{ zzZ2Te3jUms4=szho<>%1osFHr{L73jLAgj@#_cAso?FV#tupEBGMeLhzU&~rr>*-v z=<*uKWnn!*L1;fVUyZo$Ok;Wd*`S^#$sO!JiT&Sz7W+9LtmDT)+xBlVo_;CyE}kDD zIF2GSMj>vdvp?YWe1P*Ed0vwY&mYQ3%>QNdJBaJ4Z-MRv`vH0Z^KVnjaR9%U`*j=7 z`#iu2E@(So#eVdg0kWrP|Q9^-Tf(O$A6u^G?xBt7SX@;A+BdL)9Ks#FxRJx zDEhZ9F2QzUn0cV|*-+{8?ub|581;y-tf$mf0)y9SVdl&s$zxFNovOe`&DGRC{~~BV;X>9+pzq5c(%;pi%-@aTxO`;XfqyUg&;0vc^mU*A9JEXYB1EJ`@#1AhWAYo*N+HsE3{ue zjpgkUH0w?UMHJUFxxsyC$7RMFY~PP_9kg4oUV&%iZzZZgj0@uCEqKlzT;%T58_ym5ei~j#Fir>a97T zin|;%V>!QWvd)C|DIAX<@pU_+1O6-ue+%lVmE?{^pl=9%-Z?So(?PSYkG|Z&@pgZ5 z2mLvV&#$S>a%h{x=hyTY&ZGO~3UObMN;aGZs_o&q^rCL~v@G8VieU@t9S_sL$K6RL z@jWvp>r$S->~nekCY}b$ZjOtq(S0}{vWWh!t4Nc@b!}qe*HK^fvR|j-f^TQh-+jX= z+r-J!~3!KTu@Kr__Z26 z6WX+f`>_1JQ14MtL_H1q29B@!S?rhFcDA3ghvS(e>w)E#Uewoz50KMd23>L;7Vv`FUtylCqL}} zPEc2^WqHFJEU)}Csp+%+WY7oyh`8H8A2wsD?KsEnQ(gjvXkxv=7RD#Azi6hv%ko0z zUp|%XwoPLH(HHQ#^C#nYe%g~joxtZap673887_|wBz_*6@B!!c92opd(9iUOA0r-F7XrG{Rn&F#@5sCnv{=Hv=Ki^@_6R6SmK&#k!pd0ue zC|7fQ!mj6hgUvmU^(KdYQ5MHL>|);kK0mYzo2qf#P1a&E`+GbONz5Bu$1tuFoxtla zGOow#Ddg#H_pQ8+n%K^{j(BKU^bzhCIkyco?on{${fBl}KFc#Q!N_}MLEp*tJM!EG zeR(~7-N~@tYTwg{i*&A^788r1b;7lvsp0x}(KL$n(msSg+g)ws5qt9l%<=^mOeTeUqlNoPQSBH7@!*%rOX8O8s zpsz>XXNtIto(h`8B+&MU_3k_WM*ps+pWCEgL#rvw&sF6-XeYBk(G>hMyoXE2e+%c) zOi$wZY@olp!Qk&}I1b}yoxu6A?a``YxC1)!JRRfd>|g4s4UBjE9@IPk2CCRWQlHN2zl!};ePlYc?VA&> z`(?b|=WyKA?s}f}tKVdK*ZZIe>)zzHGjV_UGLCEez1h&RVh-=WTKcL0rI_+sRz^=WWifphxD}#q2QO9?N!H zA9@|-IzIFt`d(oDD9+!@ZJZBKYx5ZIx&%~f&ItUJ$7d^#gOl_%zx-E>&shTMF{CNs zc)U5vd0@4+2<5)v`=D6Gew1jM3vF}n0#)z5piU?TeJbZcT>Z7s<|zH&E)My77xQT~ z`Ydi=nE;Nw=T8@p`2RN%x9gdA>x9YBBk%oF+xdCjiN&lpt_;*im{*%c%)jk=et(gE zDvwL%DWHrFe!J-?w;%s8D7UizXU2XAE%t?cdSe%~%VSDzM7 zIQ$*A=OWNg_%8o$%r&4`ISV$s> z(r;`o-}52_ecbJ4J}y?#$5pe2Klx3iplB)wUGgtMnGx2PrE?rzObp}L-Md*&zQ=me z^zq1iD|}U!b39yLb{2j1FA}uZUJ9D&(^xMf3v~4g^zUYa`ivYioU+_TU-z3IWIXW}P&I#tx^^6>5A!*7A^sHn`o-YakAsott3g-F_s+Odj=zhQ z=doT2ecg5ZgZ|vzML$0HD)roFKr@~Bx;qi(*IjtNEr#pnMB$~Zm(Azf+|o2R&n!KzJkxG+a(u6i>5O`xBGMWvDJ*xqfe{2xKQsb?q@gakL2HOH~R%TtZy^NE@8a^=H(_Uhud!t ze_#BF<$D%_dMD?}eg03OZQsM7?5<)x`CHbjej7A3AAo8N^KvzX?Y^w|Hm~a~H-Pr| z?VzcB5cHi-foknbpj_R__;R+-K0liGU3xO_uRP9ci9+_DMc18(`xOs@vV!Z^oTRU+ zd7(W`p^y8{(2gD&M14~dh5KC0K8^Q#HrEBq1H&j6!+!_W{JrG7KZ1UUe(g@s=UpD# zZ&R|1<*95hWYK%vu9A6~FJnK$99@C9K5{!Kqv;DG?OV_$@#~mZ zKI$DDuW)%6@HlNv16_E}fIgG}t*5fT=a!xWtujvw3_iX53+&G~{D=D;!*UtT>&hO# z67?hfA5g4fKT+@CxR1$Rh`1{)VZB*Ae==huw9RQ^eEDBN(fA=~vi`yNrhkHR%Mhq~ zN#kO9{jK8sukYl0+9K^K;wttUGLz%zb_w%vznAO5eVGmAFN3zO4b(fij$FmP5A7T1 z-!^B6_0A3J(I1b8&&mTF4|kIJxKZ?RF^WDeo@f58H2vIvejR=L>Y1P#eLbjer=Lgq zIgC%40s0#mm%p3NdUs@k?)+rxmXNQfa~xhoaU5Q45A*9&evi*>+zX&9t)o8r2)|Fx z1E88$0_v%=K{3pA@&05gwC{{(eE%mn5B50Q1>4X0H{b9K&(rEhKwW(cXvVT%XZzWY zRBPYHbtLxj{*m3hU(|e#lbNh@c)g_#u)W;#4%^FO&QHqjC!xhe=1DHOh`KP36q7(% z!S-KQp9*binXmhk^mUgLB+K)|2%kzdfKGZxdwllVNkuD%S~w2onU`5=8f>aX+S~CLB1!> z4PMOpX%FK3=$$;DYBKX+HJ^F0+i(NVXVF!lpTO~XJ>~*v(R4nj)?Nm>jaPuCHssy$ z-(`I8V$jY=2Yn~^XLDw<{zCe=>{-Bi{q%3y^9Zy)Qpxy|b)YZ%6=+(yZqrQv6U)bQ zywxrl&Fi=`1sr+K%B=e#w22Hv<9+xiIG$><*`Ax)orsGrj(e)fyl+fNXs=r?=KYmG z-;-N!g|@l(fue9N=qEhOc>k-^D>^~heTce%dAOJz#@`aTzR2#Hz;>YOTfE;Vrt$vI z=lySvaXwR|v3-urH)4OPlH>BS`+e$Ww&Obfb7&F8cEio=fHq?}USN}Ip>_3A(03Ms zDwgZ??YOg`-3j`T%6t#U$ESwlG|c=}$8(%{WPI7yZALv6$9BdhF@KOfPaDHWFGB@=*wn$7-yNy{9hkp{y(zr+|CH+c{k_3U1>S? zW0$ZWV%vX9UDwXP8^=7_WQY7GZU}KbhQ~oQPsQ;ttusJyl7^kK7*`Lo`s5cfk| zSMK-nx-m5=+%7zCD0?!XRqQlSZp$YRECB7Uhd?*@3sA*Xk(s2M`82f2ewp>^d7Y`z z^lfvD*NuwfbJLObi`Uc1L~_D7US}&uuDi>r_tC#yGS_{X60QUD1wZ9>osWX{IP-A5 z^EGH!|3BQm@enAxPk^R%81#FCe@~-tI?Fsq%x*Tq|*RpsNL&%c^180Pgl<9bhobNIv9G{YN1?x4u&vr72ly=6m1G(O2QyGK0V4;>#ZVKfW%yWsAsU(VpiklNwW!g2ue)8(b?#>2NA%~3Z-Z{>Z>b9( z1@#!toBI{lFy3?#=udLo#ja<*t1{`IE^j5zdw9>67%t{{AM<^(I14mm!#cJ(S3^hM z6AJnXVf?(4eyyj{zukuEC|5e0^&7dq(yY4+I`TX}=r)GWF;EL_7V^3?t)$E#RqrdT zU*8SNm`_1pb{eiZxPM&7xu8Ch z35r$U1J&pf(2irfD|_mo<<@N>PXE-0J+$Z=B=?7WXyv)Q-^25)x|sQpS$7rh`;;8s z_w~7;XyUw_n#bp3^wb!{)nv8{riA-7i`b644b1cHI6fb1YX6SEuR?xr`|F{dydNBS zucwHjPl^5CL|jI5{8w~+!s9mb{+cX~8=D%AE9*lCS-yEUk6+!Zpjz_^xt9Jtvd&I5 zGyk{(?wn|G;Ez;C?b6Wxd%CfUa~oC@XkgO)LFdM6v&1`=4RG z`faSYjr*0|Z!x~-19JD5plzprkG!YX)K157u>CjlI3?0=#eR-!h$yZpKIZsA z)-U@HsH-Hek4j!wGG;1u@3(n9?GFssRpkBRh|8Ecpi5?+X|lp|TNxoAPkDyh4>KQ^ zTROO12J>*4@j16I4gP&+9DLE;%lUA5%Q?_GfqA$)KdfK7Klu2^od1^Zah}{>b1mzC z@I5dxZUNeJZe_e!gX*!s_Zb%xS7mt%H;&IbE7w~xO&JV|h$6Xfj{`U>R*SE93 z?l=7n=TA-93EExjLAm8dP&9EINHz0*6H#oxBEJZR>sL=>-l7kEn>zj*plW9OXpa2_ z?W9fOx_34CH_(ya#{$*pFu#7}0caQAD>pKZ>+4iIsd0P2@Qf__p8l z2x!}HqmLiBk~;TnP^}$+ADb+Wzw1NWpnbtF$uj<)i=1>D>t*MH?!@Jx-ucwYAzzn<-+lha^zRzZr<>Xrp~J5San{g_a*$=WO-1{dku7QJ>#{dpe*Nm-Tlc+Snpu)^P^nft}@%<)3W?G z^y>z$gL50{=c<|SeH9b0M!D*J73ae)*-G}m!1FWm`%$gGfOdNx0`=5VPzd_FTNe6n zvkF;nBlB#LMvlCHTdlbT<#xtMzW)PgHDz|-k3qTRK~Su$0d;jf=t`SFQ^V^|6!QIH zW-OmyQq3Oae$z0SG7i_TjG0V!&jg*kgDiarwEgr4KWhiHSx0}7;rC8dWi0QfupY&i z(dSGX+g}xTAMdld>_6*izo9O7px?}SO1HF+dIJ5|?G8S^@DkkLs+s;Ri*BG^QwT=Z ztAi%-mQauFtZ(=(v<`W^lN`s3Ja@_Z3#WiG<6>@?c^2z0V0$6wGLQ2Ojr_bBkAbT4 z9_oslKv&9qRCHaya!p^4JkQDFw?rT=CXQx#c}H3-y{7}(B@|G`^;ne=?3W6I=&QfxpfujXZ;)$!y%9Epbx9q2N_Ra z&3gF{fU@Xb>W0PS&{9w|vE1!>7&`JC7bsUZfi~xDF!G)^#$!GJ{U(n0sCmbr-Qbrj zFXDKQFXQ-*80K?TqKVg+J$@6e2Uq`n(6rsm>!Wx+<1@L=OBOxE^28@up71PalbXr? zH$gw)&!DOK7?kDoKY3Yr&r3G*aD4`!BeOHO?p)31dUW%~Wca68$?tYrEo`~Y-(66z7 zA-D3mIF}se*Z&pGzgPPizvmXN$CojG4Bx*A6#IC*T)ly|NzBvL_8+mla27e6_o?k; zzOEP0*X@#UUe~a{W){-VO*XF=U6qORtTO+F>sQ4x50NoV&|)9Qu|yQ-r&Q&|yv{q~ zKwZq|MIz5Bp}kb|+sV<}LF3rox|z>FyFBLa?gZO^-!KR9$a5_$FO8xu;Cn~(0={R= zFSqb*J&o_75&LFC`^}T+=ksEzPadW}=XZcIdJ8$}2~ZzmzOJVH2-?oLo?Ogvcr}{& zx=;NQzU)qX0NSLtKwrS;)+6Iw(5B`d##j7+y5tH_ZRdMvZ2uSVWx4flWCov4H)ENn zyA3}>TuuHF8O!-}Sup{6_hc+t26M-?2Xc%{q>^i?ldsA&$|< zSHD9a-@6So?pL7gE2mE6Ji5%d6tgz`($up2Cy0x#yIEd+FBti~8PJZO51O&JlZo8U)~$k8^EZGZya!b8dH^}=%NPk7&prJ$)@0@~c$L4Pu|$H&<3SD9g4uZddrFuxZoIo|3U*xvij9(We1&yv$%8uUnEBpUru9+y8GIM?K~< z9@jEbPi21~^1Dc=Z*#cc$a_zreZ#4sIv54Y@)%Gj(ErUk`n=n~eBLelBla&=Ind@% z%SmB8GKG1J>)<^2f7cZ)x{&)n!0~gRIydMagT9RIryHPOn?(AoirdI~TN}u^fd}fL z-9}Q6*~I;9V!56+l4m`MxatjD%eZJ{f6%xc+-@_+cSfFfaDyih7yCF*BLvs2nT5Qr z%(0N~4PC_RW*_@~BJD!~3RPUZS@dz_R#VSao*ecUh4M}0ev zK5j~ipnU=T+WmAPw0i%?p!-(|IZzDhJLZ9A9sS(hdjqumEB)Noab3JSpZy3K!{^@A zx7pt?M>(IbDw(JIFX-p?_yE6WR}bhU*ZGO2Ezow{FIk?>{*a%w2-eIIZpHdq%{* z@P4u47lUs<0h;VZ^zRi{gEr?}FtSdF{#+N>1x*BKY`_?qd-08ApKgu0qP_5 zpzVK<@$I*QX6#jnQrU$u5Mp{g;wCoIh8SKZig2 z2EPB*Chet8c@-4<>p{1)0#s9e44T$2a9&*L3DDFIf+~*hA+YUx!+8sN@qYH-T)jnH zq;Xu_v{gXMNu;hW51QjPwmppBB=9;gV}FKne{uz=kE{h<$7<@9XF;@Dm$~pfax3T}}_onl@?Y<5)t;L|<^fT(C>p`2#aaTVS#(5_mLtJLiKTMXy z{bQHV&m!xqsFRq-nv%7=?^>TD7yX{)ecjYq{{r3aINYad`-Px6It`Q+ys!OU=0&2h zl=Tj>U$5iYu9|gg5Em;eK;OxBLdI}B&ri6I``gMqKv&-Z?PMWnvY5B~p;%}g&-qoK zzZah`@;gT4VUF+Gegm!6($`!b$C>T=>kv2Vt|1p)9kwIQqRG@%sh}@74^;EVfubo9 zv`OcKrj7ZqZn=u}dZ&Q0Xd<8n?->O`%vym zS>L!6Y&Y`zcDm&jXuo+0Xr})hjJ($cl+ipMrj`Ef_rApV);Gv4e*pD@cF+y9fufO& z{QeiTacq}`V7{ftypFiv6gcwy;$r%@(g#@H$#EUKYY5scjpuo-=Xi|mn+$EoO(GY6 z8;tz!6ze5l7xY}RiPwi+&+E%?TFZD;4QT6rO@?`KKlHnx-w5UJfPVQw>h*n~`F$9V z&I&$$BgfUnFz3bH`Fvhne984~?mqgt+{$rv@nu-Aem;HNWYNdn3C@Fyi*JDsi&dIz zWIpcd7eV`P-b0`MIkmo$<^I{==V!4$VE;Lb+ds&0cfXnI?2KZ6!W?B@E~2GV_Mc1%$3c949^!guCbt`8ey(~s ze&@@M@w%Db8Lk74)2QA@sh7_K^_a^+rT>HL+|+cl{aXDSP>2UZ{8lis-h+Bk8q4>M z4f<5j?fwtiQM-%d@@hMM-sXgMb}oHD9o)qBcLVdf$ovJg9>eF{+yLJ*CIp{XHw&MF zZ;Ph;K+{$Ls^%*|KPwrO8D9hS)KB2ks`&tD+TH~HUe2$ZV`b2KXYlo@d~V&(nuxfq zi)Z}_{9Sd|@hAAR?Ps2D$3F@^^1fKLCKp;(q<~`8Db(G)^zGp1wvYL_oXhvY+T7bv zt`{&r7b`D>_7hHJe9U3^w9;>oYs2rUiU;W5GvH|r*V8-WpcfmOa3+Li7uXhxrKSY*w45*`WVZbYCyAa1E}twV)X0IIUUO3a#Rp@0mpAZ(`z@aNh)9 zIdmn)4oeY@ja(3i2j)l+YPHre!XU-naIxtjj1 zVxNFkqc<=QaP?e=6M3&O;;w@}FU#rcvO*y)W=pb(<9ed$Fg~a6 zd>b@wD?j%jeN3d4L)&rpfg|s&73mA0MS3yoCv!YnZT}v$FQDJM!D*~F%<)0F`iih! z@c-$vSbsVD3uY|)OR}4Bv+xF#yWP}oV;1Xoev9#CXH%~@15~5G2I`j6K)dTg>I4LUlq1jh9d#%0kF z#LYsMi^4TLSA*l(fz-rs)g`mXo~p^#}BGkw!m{yl;Zr&1OGAHFMp&{eR zg^0s;e)A~MF8&1H+ov4h@ksjvxo;~e*dH=&ypMfZDdP6HCi}wqn#Oeuc09+;Y+VA% zWz0#Ocej!4hnn04ZKl7%c>PHK(m=~OY?nsf2c_0<{>ZexiFQpVYyf>HeO>80+1_Px z99~yVgO)vEJbupvmXH3wK45dhyn7*c>8 z%PK)NZ!u_d`Cd7@_$p{2E&}C&G32%(__B)Q`{n%53-s}XC&@9KU)MW1zb@x;em(Mg z0rc}t;dj-Cy6MkbIG-L_p9`(lE~S4r<%6#NGIH4&Ebrw!x?1xV{MjV(xpbSv_q@xP zdl@ge36wFJpdFV8y4{2DYk8oZobxo-6!LnyEb(_lu67%KK^EO`zyn z1lpWOs2ex2Jdt^qS=UW{jCr{p!~0ZEy%_haIm+>GH^_WRxA1-+@o}-Lj`w{I`}yt! z+X)%-GUC4BCGIC{3n(Twl1 zUGjb4$a4Zt{sdYy@_4(_kU!TlFNyqqGVAw+{y`!0e4n3*xSDq>8O9gHzLETUHR7_I ziVSUZ<6~FgS(7x<_&~4}ijic|HFz#ae!tq-)ipO^f`)_LPDbQ{y^DTWS z7Fy03&3gLlpf5Nbw0)<7u7g@>=4&E-B!A<1^97s-cgylo-#GfUthf_eY3AP|eL1vV z@BsH4o|6`7?Em>P`nL${*<1(nZ_)S`>u-1$^n1HO*?kxkD>-j$ljv`L6MbA?c_w}D z-QeRt`6je``(pawIhRl`V?HkbIvrZ+Ye19D^=Y;)f~|Rww*eEBRKLq?W&jkX*H#o^~wuCxBI(6Uj*uDXEC0~>nHNw0$yje zf8})-#(PG7-%ggVXFRO4Fbml)wMo|@Zg-6XMH9#0{boM5A-BH3b}p_GbW4|kqKW>l z58VVUCtVBb_$yg&&n4vG=`7C(?S2#2S(&38hc$_F(JqfXk8Bp63T@Yib#klP;m>*+ ze+NVzTo?Sh3{;g|FQ?;gV7;AF$QI783-JN`*_G}h2k7f!BHu@&r}BO9e)%mZ7lo6_ z##m7H9HLJT^7mK$CJQaZ&&XlE|9#~5)YaN^S$`?#(IfdDef#L^p!k1Wy?>n7!}|X} zl9kR%k|fE<%1Kg5va)uPm1J#^WF=!IE6GZdbTsKCNmi01X_9m#N!Feu8A*~PC+T#O zCP^oqBuQ3IzOUPLpV#@`-k-njx9ggDK3~t*^T#~qnxDOA2u&{i=y5LltY+q^kUp=m z(C=eDy6*E&bb0x5ICVZ8$olT#;6q~TcEsy?5%Id-oaUp~J(Bd=-=gFFKM<;UFQMlR z=}*_2Qaj8NE6>Z7-@@~o!Mq>6iSdy^qm#aZxZO|x5#6oYD^&A#3S%C6>$}oUuUgYi zWBSoAqsRRt8GP3pVg$GOCdsyA_gU-5zX zebcvvZg-VX)nZ*5o%4#=X8d!>kKX&~4`XM?c^w!gc4q$sq24rFXsR9;#*tI7Eeu1T zT|zy=EuYD8Z7Rt>2fcTbZ^plX=VJ$;|Ed<}cgs1CPW{|*HgR|C`Hmdt8c}~Sb-ona z*zKG@Z@TNB)#~N#3zNi_Ee#om)?hd zykDlyQt^jo^n<&?jbhsd+wdRU1-tKuGk+Jx2kAdHkN-(@E;9~6=-x-i?PB6v^&0vZ ze{D&6Iqli@oqVzFt>|eyllFDHq*(m%W#aO11#!8)@n-Vp6PKF{=pT1eh|B$DLpUxk zaUJdLZXo&NnJK=Xe~sib=M(?O2dPi^XH&cXP1HYBYvS_E{xXu^?XD$M>-Wh2xAiv& zv)`RxIT!zq)SlMyA?*ItuhhJ2#LmuFaSdCF9af)6zVv>@;rrx$QyVu4-LemP4`>XlA-q4u{ry&>P?L#UAIf~ z+44RUo%Thn6Kgs?f^N?mfWPbIDV_D>GT*(}x^z4G-1tLbW*jbdlkvh>a=Xw>>?YKu z=fJ+KGn45L7d?)1()hRrtCIb9VP>42P$}lI*~M3g?YpM-_r6Dwzh@fvUI#rl9bObY z*IOJqzvM6Soc!L=JkN@g{u!a!G4i`^@>xRD zk+@u!Qa{lP9u$8#_$1f2VIKJlski#U--zwI9>U+K5#Ps*b}+T`+WLGquHhr%k9l6G zYcrq3Y)yJl_os9m{pE3Fwj94qzF)nlpHQ{DU+60)@?F<|8Go%MLKjjwyKA%9vH4c~ zoxc|P6_mfOV7=IC)M}w_vqEUv6F1oWSH+IS&k5}S;&nX^UGV$R4OQzjN%zx^hAU`a zFxA8h@lcfiQFC;!>c7d zyN+ErxQz2OTQ2mCKjQdp>37;aLwa}W4ZaB4rB8}KGwy}-)o)@iT8Z84GdOdL(01BI zdJg~B_9wnp>v?{@s4@4W;&h>E*<9!brRTb}z1U`J0r{pC3FBOzw=0Kn9qlr1N;gT@ zrM)<=V_%^Ql>4eB>2WstZK`gQbYC$DPP<2#9XFv%AI0uN+?{D}5ZhRECJv_^$8_Mm z^3zt5UPb$Pn1z0u_Wu#TI!yd+#vdkMF7avXne@9Wak$#hNOaD2IyLEJo=_h}|8qE) z;@up^nZ@Slcq~E3-9Xyc!>Q=F+l}7Z{>(3PlZmV2A;!I#$I$WEgLZXWiGI7nq4K*i z#pmi_@~Kh8^L{V=?=~OCPp=^VnHLG&ovnrbd5ztOaro*>#sSz$?t?4%M(#)K`H?WJ z;=YFN+;=rP)yucuLB5em$CsyibLVsL7oQ|_%Z}hYL(%cDe=F}}ecn^m`wia9Mbwky z2z1<3-6wuCu`Io}y*Vzw0B%1=7}hiqX6COZKjTpS-qa4ccpc^5ig$#jJ>{aQo=iDd zaKBL3E*9Fwt%Pwl@tm&BxOlsCp_IqI@kC)}-$9|tEuoyAa)B^3J6RY@l+X{Rf8A6u zZcg=1{p^M4y6wcev9b9DqU&lD?eD5rF81MFqSLDNr|9*fmtkM})qMr?)#He>$ak1| z>bec%-gVBKqSLXMc6T-Z9RRmfj9XW=h@))&3*z@(tH`(UV_{g0 zZigAW#dgaN3hff&C0FnLG z|D!O>IxJMJsK1yh`bA8?Ch7n3|3kC$xeqzid*Yl+#g4`3w%f&h(|vfpY9sZeY`=9l zcq7M;LAUk7Tf|nQ%7tMV`fMf;XWM-IdR+2XjUwL+-WRuQoY=P06GFFprqCBrZ}Uyw zCcl1PXv)wZGyWf9t6sDhyJhHiIGFVNYbAQ7&dx#K8l&IpA^OAhKhf{_E92YTznM2~ zZ$rn`E5x^U$=RIeVRYO-&v>)g<5JH15qj#DqvP3ra`&I4x#t0)-HvUxq4U1zcJYV%iR;6uwA=g3sV{^zT{!+Z`tN<$R${AbX=iu;X&|;c z;b@_5lfJj`CHHe1^&+#C`|bvf<$lk&Tc}H~#~yl#&@FEz%!~ttqZR1~_Q?C^2Y&@C zKIVPQzRxq!aoy*y;&+oNe|!_#qg3l+@#|8`Dc_|*6gPo-2ZJV?`V(o zd*2f~)-1rkEVUzeTqPtj@LmG*eOiE(r4a1Y}2W%)wesT28%nhMqWEuztu>;>(QT{+1E>KS3tb(8WnR~+P@`JKM-4Q{$6xiwfq?UUYz!AnaH^J%)WQx zH&w*vc89{=x|KM5@w>t>Yq~JbLC@{>H|6>GE=z>E_9C8JN1m_Q_9*^7^go-9JYQ2c zwbS>%TGCzUEQ}*B;P~9Ou<8t<>U}!)_&n@ZCkVsP+CsbYCwa~`pZMKQ%Es|O@E(-z z=RMe;Bl+EA+JE%IG=8JsW#Tv0DK78(5O$i699CD09S?mBYqrATUxi_2LwWzz=r+Pw z+@0@X$N>BsiU0K2=kXt4e2T54UD{6i0lz**zSsZh;Uda^Tfd+9-PHSq#y%xfEh&fX z0NT&P4EifwBlKEbpZY0FC||=Bb)}pMYiRdW578cICj83pZbIK6kL%3pQ>?jM{HoQ3Lfe2i!|p`))V!m_ALs0q|F7H8UhM|b-|SZq zcVzZElyuiQ^+PXD<=M(q|0&_Vg;}&inyr+7uHngC*9zifSD19SJ@Jhm`z^nl*2VKH zlWuQEx78?g+c%}%+!fGH?gkPkskAPdY2TXvnfj|$Z{n)Z?Mm_MzUZ~?oAh}B^&r#! zR!O%@Zs+)x=(65CgyU-8E6nUGNxB+=zug$P=~1Cwj82Dc=tDg8nD~9gvqCfRMWNe0 zi~NdS8mxZxnFwGr?Ag!!l3zn!z{jMKbZGHDcWPysI$qR!~3jS z{~_f;|1P21-4~X3BfV!wp`T9tp*QE^pYxlP zXKM5=*y}6Gx9mF2Z36z5^M$5*y3h@pAoN8K;-8q}xDD5ft@}{EX6B=a9l9r7uSdKd zW^R-6*;J+e(uU}}>dkm*w;Y|)Vjy_x>RI z91eVhPS=?w%(N#9<6QP%^LyKn-r*RbZ?cm(e8md5m;Q6pk^Xa2{Ta`%4)JO@_=(tl z#oIi`P0V|UC5$7p^~Q-pgg{D1mvg?e_yUvB;kLwcGwj*D4(qns~ z*t+ysp<8|wY)Cu4u8pmFGrvOhqJ3R&IZyIs)=?+_)H{XQ^*l5Cop`qq%X3LUaL+RFDFM-&TH zt2=~dBIURm^}N`=>)**&LpdB)B|W|x9nZwYQZBi7VfY1IxAmdvfWF7I#1ml{ahB;w z`E9DU@w?mpA=F!l+rp|h#16yI3EK(X@LeZ}U$uHj7)KH(DwXOZox5|MQuN)gIE(zX z(D!f3rN?cr*mBE)vrZ*TMEh z&Bbrpp8zLNeuiPx16%>WV|Sb(>3RXjy8_xF%!Etuk1K+kuNJx~y@lC+YMXx->3#1L z+Wg@{GjSNKi*2`$7TZlp`aFaC>6^ePE(|h!8dOr^G9@%%$E%R1tUw);ryk~k7`mIK#abX{` z{;7HuJ@+4+CHc(X(eE(yJdVq`Ko~SS?)RXZZdX_F$IsEzIGlFxu!eX%e2k7~$Gh3@ z&|^LJPC3r*WSpCO`aaG-3?27H=y)87-&B(?{>JgK2j{m>QD1PoyK%lJFM*R72j^G( zS?u^C|Jzj86WdMxP3~V<{gu#Ey@%b6=cP70%>6AGK>9Ym3uF22)y9*=?~ABUX6A=W z`Cun8&eGO@U+h@35dThe+^=NZhhI5R{H~Dp^z1lxy|5krfz3H?2kq(M;7^oql~EWD zP_BpWAK>3fJY%-b5!)A0o@e&MAbrw(Dc=C0&OyiBuFJ(%^V!=CM1jb3n7K;3v zw~Ide!Hk>A?3XUK+Q7PVCif}Q8xyzNNwaq(ut4D387 z)Z_XJ-R|Z>Gk&M&we9qtFtct9I=+kfY_XViXX1!s#jnTgK(`Mq6Dl=L=$5nJYGxcS zI=+zg-2($#r9oOzssU~#MZUTgmydQE6lcReGlE&W9XmJWAY_mHjY>8 zPZQfMI~h(niS*HD3-wsuFFmFU_5$h?Y6I;=;UMp;sph(Ey^WkF%}2J2kCE>o4CT8} z8>#Qw$`Zbpsf-)dV~NZC9^!J_Aobt2;kyj0z9;{(9Ql6ZA@n2Wp%Z>jAMx9rL(+Hu zINy01N8_7NKAZ8B$G+0t)t zk}IH|V0Ucb_ZxpKbcN`I8}ugj^7%rw9-UXMo)z0v6Gw&_|2K}$toNSsmk8tVtH?hd zy>y+=72DRkQ0N-7CPi^G>SIeUqMlcl0R?Z7A=9d6c+2JD<#y(S9CBqG#cB;#4<|U|M&x7%Q$2d4&bOZih&~r8aO0m@juG9S+Jy(a(bGx1K zeA)W5-b8)Klzk!hSFNw&ey4G7zH$1VtF9G)tf4*{Tbv?xI8Y0J8ei%LelF!iTt|OX z7)Jk)t)IqyE`5k{WEVOfR`(R!rg@fjQfsmO;8TTqb3M3_xWw=KC*|8N%IjECMY)*f zp_}$I#5QT2WLKWz@VbMBdEX=$|LQ`D? ztLRtvD_KWQ%~RsneRiVP(?3Da$IKI&iGLNUQP*JCIU9SP62_ie(C;CPi?frS!am5j zxXgaxV#mBQg)Za>{l4!+zccF?q2n!H7P{R>%X<+=)PW_ngr-i4Ul(qZ=jT@@J)A;& zwOzVI{Av{OuNw6t@52yuG|qWaY`bH$&^08UxApGB?p#6sRlHBS_RZvPaH%k}PpvSv zAdYwCt;ANni1&>}$K#<=@%tttg_(Wrg|>1Y{=w8w&G_wNt6u5<)osTAJ#>N44Y~$< z#BKcl@o60P7```knE6a`&Pvid(%)2?zBd|^h?@%x~fPdTevr*if}`Y+Ab#7}lfV=1rV?390WipSFW*?!s| za(=h#dpKx|Fzip|)#x>1t6CokP1$ntg(X5ieId;D)2>A4)q3>IH=ay-6ZA~A>&_Q*0lGtWE?aI2(Xt87S5#+0Xuh3Tv7P^M$Y@B-=={s%}hSdLWD{mlQ zK`*%LdZFHOlhD?q-k`?~5<6(ltH-3@S;6nd;assyp^o!8s z9ulf~JXb%R{ulc;^*c2xja!>X{2f-K<9<(iPkujH-WUA_ad-Hn1^UTqv`dJ?!&OD(pWa;$rkH^E}eN44HZAQZBf{4U`Y- ziO2QkSH%9Gj&C0+c34gP5N7of+t>p9-C7CbA^HRL=GxdJ_EEm=+e~@4W2rFCepwi1 zJ|om)AH$x(xM!XAH`bepf5NIB9G92M)sD<(ip^Vy-&Zsdx+!&qwq6Z-yO;KLwIR(v zs-7i&o%7`X!wF*B#Uo*ZJ79jXFt*4S>e5q%ZXkN@mj8lIZ`>k`BR|Amzd-0Zvo5?T zyGiUYv^`AwyTsW`MYmnSi|F_MA=riaLf^H4P|ah#cU!qqbXm3fn=o{H3Z33OTxe{6 zp_|eZhJ0aYb{clW|0ca=eb_K;iP)KWI`F^{q3@b6)T!NF&EJnsFJB`JYZ&Kl%4l~F ztNMsv9lnr!X@7J#i1p*lgfB(MeUmqZswM5rrcNI3k3OCErT8SF8kOSM)iv@w^|%zj z7pD4P!__?ZJ#CZ&E&W?Q^{8`Nf<{|VmGG!UbnedY*&CjyFfkBcR{z+ zX!>tL_nwl^*6RcF?-A-gPYcyN;&DHneuK<FZNA| z$79|z`1`!deHgtQd&@@b_4Lo$0mty2mo*pa?6|49#FwfT?bT)i@mpqncgYt^J`nl} zbXB$bP3&-h^5p;5^K9Hef2HZzlJe*DRzg=ueBnPp=i_klXZG!sbbBFjnlECUvRY61 zAM<`p*ZUp6dvL2ztw%@nf=y!keH%z${WJg^ngJNgv7j7BHsl$}ZdK`KkYo3sNe&5qVU7B>e?+cu7!pks~>!BOpS+~+Wi=db&2ll-<*s@GMbC$X5gJKRg$ZJ*#d+8yY& zyOa1ktKVVu3A`Woq2s1wBi@4sDgGXk-jlOvH+PMAk77w1$>*C8fBWeju)F39-E!K| z)!9kEhh8TBkd4Eixk_x?0R7hE`j9@1IN621*q>OT|FAz?NnEZM5nsobiMLG$+R?Ld zczg+6R~ylBHF`)oKjYxsGU^2?)fdA3H%hv#NBh28-c9US!}Z6{sh7mz=y_(nLP^i; zZ!1)zevs!8x~1ng{1u-61l}9h`DW}67xUbfG!^G-VB-JuJGcOaCLxw2z?EGvC3ko<;h?dy`!vv^!1} zx_n9Eoa}=ID+|X;lS&n(>8yqFf-p7-JVh* zRIPdlO~-SgJz5wv^V-}%`qg6z^VD5u#>wd|%x7~`|17$0w$?%Khkb``tEEC)pMBWe z@*!fIZN;#xl`tG2PS*>+5giXhm!a!T3*~*u?9VHV#a)Dc&qYEzfcl}`aWeK2;&@wm zkmnw<<1W4yJEr;Et}v^oyl>fYcS^l3`AqJD#9177Xaej>{BE`m6gxW)GL~E~c36Yo zSCorwIue(w!%vCr2UD+z&A$;luKf*v#j$ezrXTY;{NT&5%Wi=w9`{9jZ(()P@eM)J zeN*b$uJdm4*HQBQ>amUaj`y??y7F#9)vLcS97J!_VRR}Rul=ulA5HmfjwLSFi*ltr z@t4uAZq85f_mh;raSrXCZdp6ZpT~%w;vC{C`&}xpA4J#njkL?FhtUBykT}ltGw7E0d&f*gt6vJ@w?sVnA??f zZ4~9C-LZ<})=&=!tE$PrYytjZDK4t}lGw31`Wjn2FSehC?%M6N7sQgO;@4^ZmaUI% z`;+cEPv^X=Igjr$Q*2ZHBK~32FMMO#BeLuGgc;OJVlnj>yM3kPcT-Y%U-A!*pTYl) zHT?hVeaX&u@)bPq*pqhh&^@ag+;^Rmbo*_dm;aIam_GMdbS8~Ax8G4;)0-NI-#v|v z+qYqyP5f;a^FCzezmu;J{ZbowkN(&Hy)fx_1^R6-CjO3R5zqRfE^>T$;c{VS-(}8M zfR4xCO2pRf&`;Zd_*j2+GycuQUSSEB!>J@oxWQ zX9-Qe6NRp`62{^bM=e_~<(Y0r+!7AFKsi@TT;z5W--IEly>lt?w<|=y{mPD#Kf6DR z+kKMQb_e5=+(6dZj6E5TtmZSX$ancl^fs>j7~S2*IJYo#jM#eI0HIPngkflb&~~~= z==Wfo_IcRTh{t_VL$O`?QNq~sC(&g;Z7VvRpZ058IbUqO;7MT|aWnavbP$^HC%_5x zpZk^cpX*J-(Cu;bqq}8Squ&kB6^0q~r@KKvC7u3K=%&7leVFy$<6PEOb>-m7wox zH2UresXzMZd*%I5Eq4m_rcJ`2KNrT?jMLC#QoDVFH^pxU{J;G>W5sW_4HvqG)H7Af zVPfk|qd2bqBjjuUtT4=Y7kex1>%J&Qt~U&!9U`;;Ja)HU!p#1}Lfvk>&`o_=7}qYt zE=R}zw|?uI|B62hIYG*Az3I=wINMOZ@9r)1EANJl$K#(ud#v60uGppn<-YB-Uu-q6 zj+84dpyzQe?W6HQ;&OXD<*=>ap7Q8w%A>F!+9%Evzj`I<`t6kCYBc4#x}I`Bj-Vah z4Lnlv`{&SgV~^nX8=@yJ{Fm#Ta7Y-3*9h&>gE0RWVbJJMoQ?kL1;qVfRVoj2(JQ-{ z`hZ*hJ;%+WUSRAF&bO2J)RcWideTMH;WM#K$B%`s06kS3Q~Y0AP5K1%*HphQwyFhV z3H1WE3p>mrpDTZhe7&lKcJX3iTpNTshxpo+uNK=(;5t-G+AUOXuG3E9x>f6)96ucT zF8oi`YY+Z)>Ano%KB`x_-#RB-&*J&(uh0{J8SjA_g^t^$^?2^HvpUZE5k98gW^z;f z{Q~trH<0(n4NN*-fPU+vd4EjD)ZTmn`t7C?f7|2GJ2x5q_S3t{?}i~)3iVgCqpJ<* zx4oz*{>|vP{#S48E$FFhh|cQLq~EiX{>~dH`C^N^;34!p)(jEb9D}ag9r$(IlwN|4 z$Im%WXh!`Ye$MZy`Ov(1gPbS34ty-89->B5PjLg!mvptUh0veOcamMFJ*=j_<(7XU z&rhjWg?iy5LN{oDFf_YdXsVhE?M}wO+3jCQIg#DhHt1(5H?r#s&+IFd@m_qb(AzxSm0dr?dB<(INJ9b(>&Q?Auc4&5&Ftd+6`4(LW+nh@J z%%g;M=^k`@>*vDEKDI)?rxM++xl5?WFh5-#X1#a4xfcE$=B2wqtoI)CW}@#+MhW%U zYlL=ZS~t$JzPsDKQS{sme1P|9#b1P~R_f20F-q+0{*Y!o?Lv0a)%Ytf6uNMBIzNe{PB>7aYwL)LP{3qQG z9akG0@EvzQOXzlA1gBn$f5t$e9pJEs5Ff_5uaR#G@n~kBOR-g&Ka^ds!`zbeJdICM zf1D}hja@={96qKTiajn8e>nYO_%rQ?VRbv~p~M~GbadTZK)D}#62JMT=!8Bh>Bv}g zCA)uA*pJS~IWXI=@28{prV70eYkuSZR-)^!A-W!h?G?Xog6%8NHPaE=os^fRAMvU> z{9U>q=zE;|t=MiV_bJXrH(gp^$E5X8-12pjPcK}{?{!(paoP3rRxHOqjsA_GNwHp0`YD2q$?)!!0kB7Dh)hMn*Z{d3Fq*VW^MLW1&@T=qt`ge|7dsyhZ(yx)7Z)lIF zT_md)<^t|}Y<`S9FI^iQk5@x`Yid_%iEg_)PvN;cXSoGW0yIcG&pwE6VFFNOC zd9JqJXr6P)EkajtsZc5OJhu2<$_+b-emPUd_*peC_1~2all0KNx6n<^7phvP;$QWL zlwW27@leoTimhtV&Z%m>OnR;p+IqJM{fZJ{EWQ|jKKkvJ)Bo+e{t5r$KSWn;KJ$Z3 zHF38oOL6yvwE$x4_n$YfKeOR}PINkO?PyBA#@o>tIqSwZ<&Wzr)5dE(Ij4(5v zP#BvNr-xZ-efRK_=y_P3+Lwn+mG?=vd0rUvUf?}bq^n-cqsZ*vDSo^CCh`?u0ZY(# zKb`p9_RkZ)sct9?2aXf^u1W6){8!#DQx=83D{*^fzp3P>AKtWoU2I*7zWXl3;c@Qs z;&%lLNgwkX$4#U^Kg^(?DKk%<>&v^C>zUX`sM`(2?)Nz9Bj*Zz(;##WS%)N3e0UM=){ZWHR#2ZgctN$kFq1FF?hv2Eo)gkg1xPv1IH%8_tYipS>D z&hDl#Ur3!z{GiWkO?lKI#aA~ISDBlcf0G@zt8>tK{RZ*6-HEQdLFl?)af+PBPC_Tt z5$Lm7>jgqctui9XpKIg+lF z;<8jPsEZEzrnCcO)^$wxX&=o0L8wb9U)@x6-FAYpIdlUf`L=v5^!tdPv;EX=8FonH z1oSxS3EBQ?-x$62P5C{$lzK=UPCGwk8|CQ%z7xVw^ zPVR^4!2PiUl5X!v&->}5CugSTb3D53-b1(5^+~Vu&XW5Z&pZd71zn>yVrTZZ6NdX~ zx5@T<>!Z-^&>dZK1Btu+Dcv~k67)MWo?Mr9Uk}eB{`G^=QS+x;#P61) z-{AoI9qt_{{%`;t5Bu*T-{hp@3<*O?|&*KQnA-j}v({-kt(qj%t zITnV|uBqlN7F*4qK{?lVj4+n;7y7|h3f-U!;FQxzUq}3{=B4<1F74;OhQJgIvQ^MS@c@{osvjKkl@-p73Oc<5Q|6=Q|Q-h2C{FZ)o%1!0zRFFAp*g+f)(1>#^nHk1ehzeO5Q2 zTV4PsUjPT4D>P;3z3EUNe?ijq_B(h#n|vV*%{~?C+O*5-vFN+aN8dyDYVtQ-Dzr<` zakDM;FOAzT{#bk(zcYpL0d848u~o~z;Gg=8&^P6OhE>GnYW_~~hgC=Loz~-f4Qc%} zliN-F@lapV^Y0U8=NYTs&nNp0p-THOg_-{nTaTmt)l^f?`ybFr)sl8`H!$gWT6Zgc zM!9WorM&hhqvv{DYCpWQkaBAh)Q=E{*xQNc^_EtW9)pA3*2* zDd>yI<$BaP(7p}hI_d#_MN01lGxbb4pQ(#Z=`FeZ?n~%bcp=pf(mo#U-$#?bAB>-I zKjO>iVRl@BsY~3e=A*BE54!8S65pF@^xiH(r*&zz9sfJI-(d#%;+)hDp2h=Y)&Y|A z*pugBw(Fg={q6kz>9+}0uQFj~pK912`aN8SdKg{zAC*eFK9BYT z|KZi-zx_&~`h)wC-4|80Eey?w$NhA4Ji88OX56&ss&1Fo)vj5G?haz#tn9iky6=nR>x+K7@(09@ zbM6wF35;vgTl$Lar}ZR%?QTL_nZ~F0r5{{xq5nHG?ppL#t*;i^`ix_XhbqPPU7+3m z9CnjegmEM~9*2(<+Z9@&9-A-Blt;qMI26(6%zhT=_pqmgdQmz4vWtao5c{F)Qrgu` zzfGdUZdpK&OBweTN6x?=_kd8%qg_2{+ST3iX5x>PnYI%?JSmsmvA{Y;S&imB_eG4-f-yQb9DgH3zMcC{Kp&LZK(-&26ToJnI_cGqY z?nLKRuS+Cdk7>biA&pbBj9bg>W6t~9@H?RzwMD2GtrceX3kpM5k=`1=s(Dprc_3I;;DfDdkOk2|agD zQ;vt!zV4e+e*04>uS_HkbN{(Sj?oV{=XK10RLw&*? zpW?+OCyU>IfbP4e(V=)XG^KAUaMJ7Ncs}Z3^w}=qdNb=vOMX+0PTPx56x-fLy(pZ{eF*n*A9bof8Owck zQ_kS`&iu1bFXTD^keFD(QQ6U(-%^NP4E-7cBS{bKkuO_TZWr;nUvZJ7XVw8AUoHC09rj1h z&DKHKlW1QLGtU)UrG3opl7r}O*QDbkKSY0Xs)U*KL$EhbCSR9Pa4-7p_mzrm>Rcs^ zvzZ_63g{O%9f-r@+!h?S?<8T+j7wLewu#<`nL%hPUqFASJuK8)*e5j(A1HRry9XAt zPK;kU9Q)7>!qDw%qmj=VQ07C(N{miVnM} z9}4xtzhReG3S%BRZYK7@?pa8BL-s=tn(^yy`H$%C@-NZdqIZOL(k%RgCJ6Po`-P#| zt-?6B1kSz~&S@#seOO;6wqPAtKkZl1Ww(re^f-rkY_70M{BbSq?xEZLVw;J*g`wL8 z@W2kRv7k)*s){_{=xLa`o^@s#_W2oSD}BZHF_Spr#K=%l|$w{ zDVM@k9VxG-QckHqh|9C>ie@6^yDP^ZKSS5U8g$)%fL^HU&Xx0IbtLGP*l(Q4@66)& z^^MK(XW0(Fc?>-Y%}$qe-<5pkvD2`dp!aqsdKN!J@6841oce<}RUe%=mUzi`MHjRC zcg1z+r|z38=gsU3!1c64Z`~#6y|LWSFzYBucXuW}1O4EXzAEKU^NrP)oKN-U{NX2b zTlb;95w1YDV~bQjIWxs|xAQ;Z%lxlwe}?IZUi-VbAMR4_ldWvQb)Uz5HpjL~|A*(G zUO~V0CiFWyPQosxeinW~zjbLB&a>!ppJfjd(SyZ~zYigO7y7LZ-;e$D2%+EefY3}Fj{SVn_1#I& zzqw2Ny4?U_R?q!jepk2UI!rG0iOf2m~ufxKLlq>TG!}Y{Dad-!@V@V_O4LV49w=eaZuV-A53r~wbJAd3Yyc&BG z{p2>E_H{S;2hms8Xe}&Q2&Ybkotak__74`@?;-BCJGzs;{9>U}E#c@>grPg}cRa-S zHs7_j_%rj-(cAjFgl_6u?8;Z+&hbLE{?6pTR_GgFA#{b^g`rzN>~Ia~6&DIkZcCx6 z#Xc-<%2(+0;n_mBY!rIky-aB97YcRXQ?UmeA&hHxqR$2I3)KeZm)ph6KeLO|yzwiS1YH6a96|=^r=!(mJoT=ZN1AeoScUFwb1o>W9AzHx>7`pKu`@Iif4;@IpaHCM? zFuv1tXifSm=D!=;6uWypq2F@^`N#c|-gnkF3`1$3GP$XpsuAPxTuAkUv|oX$MSs8Q zJzUOX%BU}g{R_pm{rMlZUYd_q&G%_{oFe}_v#++$bm%S&Gj9>PT|?p2M})D(bJ)9? zXJs3_C$_5fxiCA=*bO9JRDYl^x-IcvIQ0a|tx4#hFG@Pl>1^@4T`6u`NO>QIQeK&@ z=(f9*ay|~HoHy-@DA&?Fov@$$dfbKL*EdkknZKhWu|=vc%xEL&aW;CRlm5g9k`7Hs zETepkYtNGW+5UQ4zlGSD^`&9bd3`jxZ;nm+KN#JM&C!3|mU@h@I7N=j>b?CA{d6as zDE{~xah0u)-uf=+y?ciE-W5Q71G?;=g=RuZ|2{Eryk3~jH-P)ETJbyXq?6?LY=3k+ zyPlfAo9i@>rh3bd{14L){SHIVne;RiM#bpSBY&dxLRm;_7H}H=vr9STWnS9Mxoz_UhA>wW4688ruJ)FiEisR zZkPO~?j4-(Ds~*P}Ys@$}*O~r9RqItL@4`Xm^M=)TVz22gG}~GUb-QDQ zu3(qwY%KW*9nQw%wZ~zvx*ZOq-Q3nI6x-NygqiVk*maX`H~wApRQF|En=4>mxL&|G zbT?>|q}wH*2>tZ8;I!0kK4*y7u?C&a?6W7f8r=fUPwTaI$P?S`W*)i8Jx*-f=?`?d z!H+^y{ee);e;V5omxt~>#15;^5$c>A(yP8j$EU0k+U@g%v4-{9UHJ{9cfN%5r7eVJ z0y=Idq2p#NI-Y5#Mt}FP4~t&-gxGfRy~41Xe(^Y`i`cqNThcobhug(Ri|q=2L8n*m zfCp(;k0aS1-S1@_Tp04Kq{kX3v^xjGPB-8maU~qie(7#kLwO%F>)i03HlqDVwQkG% zI{kdoSDzz{>rN8taYw_=yvLdG$nsv=PG9hzPFyPVO&9RKj+}wL=P~R#N#DEm7u)VA z7KVf9yRLm9{v~JOZ`K4m|9D~Mehd8`zJts@eq!q_}$qLQ*;X*(CF`--bJn5Bh;BUM_7}ESJ zJ7A~SY9r&qV@-+^k44Y@^GVMyM9=NTNzdz}=kYA`+)qQ#?M}*ncZZ?;`VBod$E5QA zOv-=15`B*kUMl(YdFVwfq1~lfFz$dcPIjF<^oM5dDmEPa(Z)iiaCF7F(Z} zbT{d~z5)FYpEQ*8upipn(P?`T>2WwTZ>Hlb(QVg|-_bYnyY^Pi@1D$c#Rs@f)tY*X zc?-J9{4clb9P;l=x?Ryu>^O&dlRldJ>-Xi0U(M$^=zsEjTp`a-w@vz#_7gG3^pyNz z75e2X(6cb(dd@!_J#=^6EVjAe7NOo$CUo!JD)e`wpK2a@>Q5d>zC|z$87#J%hyLnC z_hY{{QfNAk7TU@&*yoQG#vaff5A}@?k)AtT=uhE%c2YU{58Wu|GL+HCq!JbOLxvfWBp>r6| z6MJg%?PVO1Z$i6ccAc2a_+)f@>qA06opErc>QZ#P^ekbVa}@dNqUU}E{p6wh40L)B z?dm3%_ViejbbR8OlJ2|ICtm^W=DuhT`r43j=X%_Fu|qR-JLY{Lb{x4_n3*3cG!v!^ zb#2<$)dtpYbDaysA6B0(^!w_Nzx`qKcXMh-U-paGaqic`FzXAUo4gKx4ePz>O=*1? zJwW_+DeJka^{vPseidC-y_ipKm$IH~%ws)Q7jBbuKdp;UZ$ihz%;Uv&1;3)h`Ru1= zI(&e={Z*lw&$@5E$pd2RQubZR>Ud^faq^97Bn;h;5SsDq!=esv79Dm|*k4VLTP(J3 zlE%H2(5`NB(Q$S7cJeRp0Xr86!%W7*srk)0e&xBmmmMz@#@R)1PKnUgy9T@XN}-$5 z5tg4V^n05M)%+Y`IQTQ~?{3=h-L6eyXZO!k8JAN>_q1zHC`yzC~SoA=RMu%1F&K!Sj5lri61dkrX-=R5{^3HTb zFML;YUb)NUxcD;X$?U@@c6MByN%NHbJ^XHH2D5R!nULxiX?&Ktj&%1P^#FA(x|SV> zt-eI>{qs=GL;qrP7`mO!^%SG`{>L-Lw%<{|ad(`~_0>ja?UU$!%xfn8Og*3UM-pF$ zwldjYHI?+(BKhlaoT=tK`bN(0n{fZ_Q|NWJKBC8Pec5?o?tT7;JAwL5c7C&aCf%2M z=(cWK!1cYK^yX6ZJKUe{|J*A`PwTCPk9%P6Lf1?+I_8!Ur}|TFl=N_4(!=iPwcFi4 z9d{e)FQD7@ZS+%JOZ**QB2G3pqu=htdnCV~HdJVic|e#MKPt4xjTX8S#|cBTM}_*4 z3Bt^}8~CqyB>6`PO*Q9n4eupinuqS*=en}%$GJQCf9ea`9o*B!>3Hr#c3(E1blgp) zUK3W4&wt4KZ>p%5x_8ri_b$&f7E^z7f$z?2W4=Om9YoXNZ+xdCXm8VFnYZE!4Bzvf zQ-!X8_B&TVIpMn!$GCw@C}+mc6lV6frJNakm(UJK{eETViLDpZ$G;=ZdksEru~0KkHf*Qg>lZi==0^g?3boqeOn-+^jrtuO-tY~a|1mn;k$L25-qY9Dy>e_Z1_=9}ktoni8QN%RDtx#rQXq zd%XBntJ-jVvAmypEbT}-hq%*M(7t3R-6iR&<*h=~uMh8YVKMYDCGqEh9Dnv8p+4#^ zj=LP%#pt+y4jqr5qT^xKaLMNeJtzzwT@I^=$79K(oNoa-Zf==KzGjcZnU4tFvZViw zIFIRtP!HWG`E4cj7PW!*H?wcC_~W6TLiGoFpB=}ZeXm`?6&#=Dci4QM zhwabv)c>SC$Gml{TRjXFmbBS9_?hlk36E;vz ztbRx6n|NWSJr_2=5C0y<2gi{`VrTZ@6q+)|3#rzO1JZrp7oE11tgGQy{6%cjp7q|` zlmfBi$mYV#{!2pNCH0#Zu1Bv&zlna&VceT)JrsZM9zr*W_H~n+OTLLy6qc3AhsTJAO4~Jg>lZ+LNoq6*sme!-S&#!+9h8K^(N+- zxv7irZ-=JiT(Lv9$6)uNLRWqh_OK$MsnbsAyPgaiE7E7t&YoGHPjuQ3ei}ArT^Oah zq2H~}5}JvOTX$2Lf97_rL7yuZ34K@QkE{8k#WvOGxS7yX?6ChLVJxA4JkDm`nO(dG zogMuTVQijV&-HI&+x*EwU%`4Yb|>T3GyU)4ce`2VHRyb?jU^5b-RfeO9bn%1uy2K? ztX$qxlZ$TqF3hhq6GrnMZ%FOP;UTg8w0ni2Tk1~=j0=l3)C=6e3)1<{g4<3M+Qoba zdJ#J5CV$O)y^L{nw!y2|%b$h29~FjXd=Hs%waLC3&gcVY_7}#y8-;pNU!l#vMW}kw zU$5prNP4@}9)i(>pC4RbuG@t?VOVuhBJC7*=Z&Nn+#^)I#|m|u zR37BKiobOb#yRVRq1(6kYZ0G^?#ECL?S!$WA>~bqC$saH>{G4q-;{LZ19ZdxfPUKJ z(DU#UdTyUg`tT0=;GesO-#H$A&9|yHaOKJFOunG`-RyV+_iwH* z9Jol%t2WY3;=bqq`Mv3Xr+rFdUefJLxUYIM@uokS`)+UJIrzJ;m-B^>`v`SusnAU5 zhkX2{&c=`8enD96m!15!Si_Wz_j8HYKC<9zYk zPN#DG=HEq+ZRO|a^P<;oH#mv+eAz5&M+t zKFl9Cbq7kiYQ;P=UqL&&9$QQNW+LtCs^xp=aoVR;_n9oVD@4ClFUF^b{b@dURVg|> zgZ}Zb{|d47n2sFRs0sF>8gzCDNH69@1o1$0PDlV*&m_P?H35`(kF#+-K|1B#t2nQ)^~H051`ZS|C#i8F`V_B z&`oBav^ci{|LR^s+W;N616rhf^+}&mBYJC>evR&KB_59>(Q&=#N&FMie&-`^6I+e$ z2{#s!-l4rP%tXgkt3QeD_ppA9Y5x^EzU?De^;dac)#&j;H+8bm)O}89mw3|W(=Y5g zKPh(1n?U*w`j1Tq-hW%aH|agQ2tzaa-{YJ=i>=4uE=@{p-s08heJ&)}tT7^rQX~x>b-~MZG7^=Dx+XFNr^{eTU;Ztr4n?n}x3M2chm$ zOUe~{JUVW2>xpf)(H*uM>a!XZhdi z2%dxcp8IGo?9F{Up8M@iNO9>!=yiPQCP`P<-7NGU+#)owztEjnj=w1BcOJT}UPZV6 zw=QZAbXvLlB!BStbDqbB3sr0MI-UV-1N1gKECmftCrMzR4wdmydLhQ z-s)HK{_D2sIcLXdKF0SGe0|PWkRvp8na3FCZj$fNulzflHbrRKQ=WxprDD6?t%bHf z?TvOP?RRkmaft6qIh9$rl5(UQ<&$1Wyph>IT>N^$d8vFkjeIkY!=ATGbUDmiflhCj zA=K?g2;GWI90c6;f7{tZclJ9~8$T31)|+Od&r=?S<%5N4!}Y>AqI0s(5E^@2 z;vsan>U*JH$U1LvIP=Za2FACk!w;d;`v;J(Z;Hc*(w-iMu|KNLIZ4uOCGogY?5h@A zY!&@>16K-_S}2Tpukk)lC!Tb>7V%!!se=99;(gAq7KWkZxAhpmZQ7&rz6)`@E=}LV zEGzka(X||3NjtS&g1(z-#?kwxKd1M4o6tA?RA|Z=PZIV|6FcV7ex=9p-MGoAJ!|gc zlCJwcB@9E!?^mSp>)o+c%a-9zSM+DuM z`*1L|vk#>n^uPT<_A(C6bzUL)^ujOs|NU9d#I#T4$?T)0e9=du=dO_WA)MAk{MqqW z;g>VT4xc1FPkNNuPgeXf4?PU0qa)!;bk=O695iqC;&;-1SL$raPqz%+aCf33;bUyQ z8OGnq7k)x_vg57n+myTRJ@hG@mVT!U>Mg`idJMW1TTnjhEtJRMG_KD-kG{K;VE8y) ze~RmU7j)k|hF+TS{7?NAI%@hA@W1|*;^IM2kKw+A`>}1Ols@?)@}Eb#e?IZ#be{i@ zt8)+Yx#<7@B-XY`5|S2^q+4s-w5>yn9j91_w6{Z&G&aOKge0Mib3)R#u}Nmz<5~rV zeMxjHwm0;9LAS%Wx&1V>Q!Webm+M1&Cz;P}$MSv2w+8U{iu8I7zjw>q9;E*j>a}Y) z47PfjjK20~LTo(0a`pGoV?Yx?Hz0=TLw>*rqFXy~A*Wg+Bbv67dp?b(y1&qaOg6_(FWuQB^5!Az$fFfxM+2;Y!uMFSAFWdoJ zr6z->4!?{0Mwikq`3br#_m_kI0>{?Wr=(^vfgoz|Ow2Gxcm)bBofXvc3L=jDU83-#MoP>1CDjrbq? zEUvRM?LXrGy$1W6?hM}5OL@2Vc|uO2AZwFd1Njk+rBsu`CLWN@A}!W?Mu`XvxIsQts4?I)7DpoeEB@iH@T1JsZX8v zyY7K4%6T0#BIwjx>|dJancwD9*F=Z|9*v`_V(Os2Bk198p+A2eDO0GIehTY#`Bo=h z|FaID-_3en+)Tf?B&3J9rlOqrao0k29N7D z3$$CQ=T6R{eTw>Re&qQ~4$tok*^ZEL;ePYkFW1$n=VC9P-*#mCCYtXj41Z_y5r3Cx zUsLx8+hI<&z;*Sp+d%nMGqOr3A7Oo`=u;hj|7sOb6?2}7+;;%wPjCJhG{ae5?de6Z zZQ`RL{T@)wW53*=XTL+v<@a(qa|h~)XnbAQoDu4gexMoNhV@8t6WXI{f%;e+=(cel zyIy>d`n^8%%cHpLX*1wg)wr*U9ow4vJ^tFDa%y-NGUJW$OW56Yr@ zgWZuFlmzM;SJ19@0=jF*?4%CwSp~`g{7x<|vR@t>kAvSWzm@sBTnmayA?~U^N1e?% z3CeZfgSHF5lbhTSk5z_#`4*0++s-*5UpG+2r;-OH=(dOb&+<5)F8cjQJr=1 z^{`c->`xuHrypUyCHI4(X&2DuH>W?NF70}MK$k@l=e*n zs13@Q?2pR?w~8U1=KY;zs)ydKU|b? zKUBG{40>&be+J3{j$HpA`g5NS{$2S0ihc({llvp>=_f(I>NqH89tLf_a?sRa`_^`( z&YRrL@arLLALyghbv2)QZgT#Obl<2YD3Y!R<+{u1pG-aVD-Ym*uZlTe&W;J+)rSXN zJ`i+z75m$6#hb`)$7}>e(z`r<9>>$oakdLo%gyk+GhZTcs|vFdZn_dS84&AY+J4^j{D}uf!@qS&`FdjYhZr*1Rb<&-sZt9`bQS%e~_tCh%jH6$_Pru0{Z7JIW zQJfXMnD5DM4eZGNpUVvWzz;~hF`TCk-)A(=A;02%nhv~g{UCK)Uds2Zk5QkZxZ>(t zKDX!_-rIA0&+^ide7}}DE$0TED<{oQq<@uqs25ScZI?%IoG7D?izlh$`WSWG{>*;2 zPN%*KLA~{b)Mr15jMjylkC<*sf_|?jZT<}YZVP6DCXagV|D^4wg!A1*{Wi6EeN%_y z1ac_;N{?-qGc3E4{v~9@ryx4eLQoe}!ud5=@KGr8`}o#Q@fqC6db->5Ou$H#-Z`j60OKRN1$ zzYklid4syWZWTFjCFssP1)3#);s0um3zP$SE6amwQ5kj=UtGRPzi1Zn#RZ*eTZ-dF z8TH(rV!z$w<DbQoV2iSb zOs{<-=zeQPf1fnaXQhL-Ug$>-r2dG%{|&z$N_}y^vfi}yvU%LDp=4v~imf+_b|H1e z-^hNHDIsNZ(rsrxoz8r21#NYRdN2MC=Q+=GQ5KG?pkGYq^>k}q--dp^YB3PkkK&c7 z!$BW!BSkaT_x45Vs4Ax3`<~Q$XXzKAJ)j@t^V?rSyCBRPFd57*R`=rdsxn>7pxb7sp`|!WBU13l0KIPZcb0MhTZaLd^(SD|OEdP)GziiK$ zS`h9|Hy$)uzbc12mPMASWe3tfUW_@=}ety-0(}*8_A(xu!8e-{mQ|tSI%*K zU9P(hwi+ZrU6cKAvxM=f-A?Ma-W>Li%$Wt9wkO9>uh;dUey1mcZrhchU-=7ldC*tX z0@8xnPbzC;*IJ;c`4RyLf38)vp0xCTNjD445 zdS)BiCpf>&cKj21E7lwa^{^de^>^uS`XA7Ze;Jf7U5`$mLA-%WX%FtE)rY zH^rXhcX4?j#9Kek`E9n|2I#S=wUTtyao=+)>{xvV`tuxD*VUWB7J}>1Y+a78`wPE7 zm(@JRZIyF5&K}!`41QO@eb8(d?t^CQwWf|=EvVgj+HarVkSEqjaUbA5Pm5(uB zw`wRC|HRFD{z{gY+AKGIWet{_hl36|>XIsE|6R`gise9j0P0Pf$n@o)tjzD}asYKu z56ggG&2Pr^qH91~uQIvyCzhLwAQ9V7{KUa6Ny%F|XT&?F_xB2W&O}ex^4b0?HJYdwYuG>`G4w`DQU+ z)=JQA|CIR$a=b$iW4}DwC)2*j_h`3P$9omMYlD8*wV-+`^gF^jEV1@h_~oqDpqtnZ zjOMdP-=(AduS8ks|NNAVd{IByoumHRPSh8lHJ0g(SRdPZte>NLTD?u%v|~MOJ5py{ zeI6&PgnGMcI8T^=rLW|1t^tpWt^4Qww&wL!D)mlR9}K_Ar9R4m)OQt6>JZmctfii+ zg=7@(OxNUb(R?cN0@GbXQdZ&kzn>h&1AZfYufX$UEM7D2L%zxJakql!b=Pb7-A>-8 zDt?g9@my$^jOO@5^nF`>%jffRcS@P2K_(7yPZ{|A-8cALKAAztrQ{_k{azCY2I@6~+N7wPhwEb^^P(B!oT)!~+) z+u01%!>$MI(mG_=-`Ccw!h8+>MmZDHe+cDmFX&f>@8T(JU)!zAm|mIfZdGkEY&AcW z=do<3+tZ;P-{dl;r*a;RTd^PYMO6Qo_G@9wI0L$!13_Bzc9CW4 zsn0tXgL2)Y^zR)8s?@%q$xQ)mz1pB2avpkYayft9P2hfLLad}-7tRK4{!mcO=RV{r zyA^Cv-jMk&#L+H0MZG@wHT8KE_cb$Z-=J=bRWEb>+58=#LMhj@!--I&Jb+fxa=v+3hm! zgJx>=rH&^z2W1hzm&f*-4f?zX)WrsDPuB(H5 zW|RQMYWB-*;(w{zN8bTW#tYQz2~+4_G@RTtkm+@LgYuiYEI;Y>$zu{!gK4|ps5dI@ za`^pS94{7q{$x3syPw=2^gNyYbiMgi_-+17P&6GH7}~*=IIb1@J`BHZ&F|H6Kl|yT z>;%h8gKt-v;X3{c459J?*jd9)|2J~>Y&MBed^9pZ$uxC z@7j;4t7-xD#lFaT+5XIWT3<<>P*<=Xmv7M)y+b{Ik~%E}^*`D_%l^#snIA)XU-sY3 z)ujEDes!3-Z+{N`)|NpJ@1jn+m&1Jr%JqZsd^+sUA*-+*;JWd+s2?n5gnSQCKO!BL zMbu@rfc@uaf6ssBjfed{WfdN86z?P2-%HM>KI!jyzrJy34~^mbl(YCg?N&Zl)SuRO z@OkaeeEw)2xwwSy({*EiS{;0X&(~@i=+01=MQ_^XICa(kK}PY|+%~4m{>*Q3LcT`R zaUNM^Ca5l_j@zH9<8~Z%JQ{x&y?LDM&-2CBiSRy_vz=gn=KsL=;_q)9+ktXGcrVeu zDT41$y&c+-wFlrl_FA@+%r$*@-klsD(VM!#Hp4rDBB?dgujl_=e%%PR9d`{F#bprF zE}$HlJ8)ek$Db`#a*Qx_G5IJTt}l@-wVGz$#Hgjx-x9J?f~`q_y=U$Lh5wsJW$2oN4rZW z+6Ot`O>eFVTU`7D`fE=f2Hix?Usw7K*mB=u`ZL42@-oJ6^*!%k`oPAZsl~XhZpB&Z z@TLQxXbf#|^4f+e5&u((lm~Ycnpj&T=&n=(0-KLw)YW{Azsx zF_+Q5o%7fId44Y!eHa(Uj#)@uP8tik@%=&Dnep885XOO#Gp~SO_UC-JSbRe0v8whZ zb$a6mpx;$UogOfo>GN|yw=)a0iS6l+PouwUQne&%H#rf0y*QpcdJg469b`LM zS7$kM+xeZ{bti4&`B2W-?{)H7!Wj29)bM(a!Awx`v^itYH1=&T9B|8|s~^M%~d@Jq&-ee};OOI-|d% zzL*ZI$9)s(gX_Wi-Hr?TQWom@?aZ&AWBu;BQ@7;3VO;p~p!*+(`ah4<-;=U3+YjbA z??-9&>+EUjrQRIIXTvzH4*P%jn?k>La?q3ed7S);emOVj?M;ENQg2))&u4xl?Km>h zXEB4v{}V_2k?_8b1s)C8yO+8h?eD3oQNPu_QtZ@3LK8T|j76D$}0Zq_$SU&7-nA7i<~ZlG zyY5-E>)Zg!{`_7pR)0ag&MykO9reqnz;?^K&|i8p=qGVp-FEz)dc2---eU1pVXK2{ zL3bvP_Mj=Csl|0@elpjgsg^f}bjFF1`+lP?_u{^1qThDfjn;#zWr!1#%=P7NJmba{Zr5+zy3AzSzXs2_Yn@s6Xe`XiZmWDWPQ@MWJl+=J< zRAPKqSHXU{5FbN__2%$>JbylHHGd>%$Fd)8TzlBDILb^v*Z_1BE~h={4D>g)|178m zy$^~cu1B+5Lx23#WcYm(#)wA@9DZa$DzeE z&LcIo#xef@_Jc)oC)jRVGLKK-_bcDC8f-HvjDOANd^I_j^G(eb_UHAcn#iYHUk&clE zIbNxcu>Lf)S-<+%h9bXRMxBcEM;~Fm9IZcgp}v;4v0hhCvA$PNvHlldlKNQCgRvof zF!ewNeX^fU;&UnLbkvWR_fyyGo$TMK1*9EAzwFQUL^N+oy-j^L!$Z5{bLyo#!|_~u zE$?3sqpe$!s+jp=`!C`?U!= z`e=B*u#Q`$^8W2hd>%iAIw->Wu7Bp41)X-8)MNb+bylt?ec}IS-$g zUDtd)=y#a6t{T!jY3?Q^_;hEx0X=9Gua>4M;Yf$4t$b2UJ~|IS>6q{ z-pF`wz6s;7i;ET1-NbJ}KXn_Z=5HVmz6|P3(Y!b6cq}eH{I;$FMKX2V^D;+0ZfZd_?+MU1=K3?SrUUbJP9gKde7892xSQ}7bXQdR9`sFifu`hbGIuHH zmh=0#Y|i=Wwv_vz#o}`yT^+mz)JH4R9&{QyY-)W&o$j@j`n-(u-Q4(v^zRA#s1$G? z6)}x*TYcf}NY}?2@VLaPpvgEH^qBMC?3njptA(8Z7TY%mwk!(!pAEa8cJtdoF|8Wt zn{fS^So43><*A(SX7a*!@`caAFAqEk+LJ?=uW>i}i*6+c)MfgZN}yYjfpX&-wkB-~ z7{$Rfwd=!{w{l!q&SkqfT6g8oSD<{@{LoJ?+6r6l5B=6d8(Dt(yaMVYGeN(K^WOEM zdtuxBZe&M}f4Pb#%)goXZcj_tZri^=HHi9b6K{s?8!+NIPn z(}B7a>3H{BmAWnZ zalAHKzoegGJ{{Ic8OQV}o~YYKy;N!ctDkaC(EWQK|4pP^q*d-SsPZyzLb9 z_G8kFBK1|_Jk7&#KLr2#JYO^}?xOi+VO&D=;r*NA)IYtM?I67|=w)~x_UG_E7gBe1 zji>ngq?2wuDar$r=J9uXlD52swmr%BZhs-2Wx8)1jw|E&O&$Io!tnQyRRd>J&uy1* zf9LqVZ7HAIj^TTf_l9;-SQj3xOVH0|S^k?x`Mjx&hh^!=LY?LtS62$ z?J_}sp%bXI;`zF>Kd#%P!M631>EC$+Xxd#1`aeQB*>Vo$NmXO{QVE=As}~o-uQ#)t zib||UOs#w1cRRbX9QJGh+RmYVSa}`&ldFItnQ?GJ-8a#nkca7pT``7|+da?G0P*O9TBbt{*og zobM(p{{h{VMJLDsUj}XleWO=FSMd}m%0|(i&>b{&IA7h#D`DHM=b^W*;20wICy_NN1F z=j%besVceo)NCb$P^ovK9O*@DH`{TkEMGZnH@gCsH!DM~CBs4!eorxMP7ed3-d!tg^#--r@b~2YG)o zn%{kO(CN#lqpBL)H?lI{gI-L^uY)}#yw6Xc#(R`i`5tZJLfG!tMP%1!K-Ds`N%JG= zZ(@GGo98i0`2J1paQ*(_zBKPweaqh?T7PCr_#TX-j_Zf`eZcp87}pg^Ibam`-9D^g zNAm*pqI;Nrg#B-omc{fC7f6_%u*DkwPyJ1-M`V=_@Y~VtLV7E*FY6WkKHIN8%v-mo z>LK0y#Ck=%9tYcJ9YMMJr@SStgf07r@v_$JkL&6KLOE;)`U~s_#P-djKg4;oWB;Ju z<}?1I*voaRa^HvW>mfzd<=ND6H+~ZHhkYN^{4PvimjcH2X#@49%R{~s&}Eg%_%L?t z7TB)fRqA!qnIS#Id)t%7^agRDuD%y~?57rylh_}RwO6Ur>0Ey%*K_@uK0+Oj?JJCQ zlf(ILZs(8CU9)93DEcton;o;9x_oFBnf5R!=MDsQO^&O}{p^p6>C|ykB9Lx7{zQGA zy^p$G`VlC^YoKcR6lk`LAlruZ7ejf6im~t2)E47E;Gucdjcpqs~Hq z)rS3`-^K6bZs!WvvSOr!KgI08+1Ca zqXv<3Kfmvrl4ue(; z2S)pey9rHU%LBL5-$a3GVHetssN=5ty|ANs>$=7e*wK79n?Dk^d4c1{;&t}FOh%~B z!+sbl^c&?|>W$w+opA-!mDqPAoJTKO4BBf+@x`;WmocAykos;)sBbRB8*yiXzP!Ws zf_Z_uBmNG0*PPeY?~`&C^+{G{J~uubcY^2fyJ$z}*R5%b*O_j9_+P5SL5IV4Xw@Pd zzdYR6VN$muWfi9TF#p?4U`xNDYefivSE_K$_;`=ap!9E_nN78NMd-IK- z!~1jHNdI^)Z1X`LsOFLSO8SN2ar&xop8CA5ZWZpU1K+!?8?`&A zNMifWH5iTS`5T6V;*AG+{e%ZVy_nVo;vQrJT{eZ7xTZ<9kiqQKNV}K-(oHG z+yB9FJ{iY;xcoYW$Hga+z6t2>N+kDO4a)wPgEsLj%iF=PK_}m0d7J$LXzNY|eUrgp z^u5kx+(>`pE6765x6w6zgx*H+qfFj5*e0VG6v?m9KF)ZPYCd&bwY;DH5{{?)3%9_I zwG((;`6aY3oP-|RlY6Mk>F!N%P z{G#kZa&;##wqF5g>#;vB${BxM4*Z$AoA?E&s%-{E*{h%#K95|&`0J+ay|CSc@O`{y zDr`L@5%jC7&_2rkcx)XL^w>?E~L0$a=+Dk&5w=>jnn@=6L%NQTV z6?8>DcZTcGd=_@nzXknazmX_TnQz4QRaCE< zEur3hU>NfIR~`cO5%#adm!ZEEecui9)BlO{H8<4%r9nsIs1sr@b;GX@r|8pqkwLH9114_mzx(kJqIvOlk<;;C!qL)z|a(63Ew zU-({RY@d3Z$KMqg^;3h+x}Ch9DdF|i+kp$|SC<9b(~kD>^sB=8RtARa$>!lcZ{z*= z*FwAIG=KmW8-CQ`rsd5&|a1ygWdd)-8yKddV>BSyj2SB3vi;b7RY?~tIl z*q?SvUof^`6#dE6Z_%$CY_p{+=zDbr<-QD1#kZwhh4qE3%Kx`7q>h^xnj&3%*%);7 zC1_66rXAMH%DF5*GKJr*Ov!eXFMpo>a#1!Pwmv$B{#{w1?B4>kV`>M6d9oe3&di;o zev7>up}#7d^V|H?JlJmeEHE}NllFGbZ&QQX!Ini$>6f)Y-}3@>xcCU@CQ!%4#kXLa z_61B&TSO*I1${5ZiIMB>g)RGMFuj=b+3jiSxf^ex*KQlvldFaOsOO>usE1I;RkjGa zejK_hlK+of^8sj2GA@iBwg`4C&H=eA%yY})_i^8=8T@L)HRL>wtIN4uk7hd_pbpR5 z2HLvoL0vP9ub-R-+l095W=VJ0avi^y%l%g~efU}Euiy1G^|<0Aa>W|Zj9Nka+#*n= zabHtWJ`lD&nL*}X&wOX%$em&RS^DSDVVn3S7;9(Kt~VZ(>o~5iTl4$4xY&yRnbh&v zI)B;+xQ~i2{Ej-lX&Y!ybH1A!&wW%(E$X;F#{Rh6-;H|jZe{+hVcuJf3)JIDTu<&N zao-eMZyo(B8K>1xoeMh_uOaAm7f{!@4YVDvBgg&;-F5}vQO8TRQ^#u*gZ2}S--^H4 zK6htXj^!MdTX%gMlskJ}(4o)%1zUf|a;Z{TF6H_f@JI9IL|^Kbp&RAAXm~@6&Dq^;RC>x)V{(@o=BTc6yYqH!a6;e(DNPlvAJG#8+Xp7&0+JM`u`Ja3rK zE~XjU+a`mt_`{%SH;!z}|Bas#>9}UT-v@xU(>=^LsyBJO7pM+(2W1ia-}1ho-?PI1 zba2q`qSnkeI}LQpso!c)5^Vb^b=-`&k@+f1P#vrb>SHV~@|!A5Kkx_2l}h^-bSuKR z-a@wX?Wrf}uVBC2Nq%3`8~J@)*NjKHSp7Y8SEVtovpv0zx*S&k+Wa{oo!`Y}W$L&n z?*_jap2qwGt_OAXE13Tf=dJs!W6)ukNcH{)aA5i zz}Pwz^4$HPaqN$qT1l{D`(uIX;3Z_*FVy2A_Q%a}&RNW6Z7g5&7AjU z>ihxy)kpV(DuL_I_Rvwo4|{MRRgBd<$7|xDa?24G7@_2 z3c8c$Qb2u#^VWS~nD16`jCwBjklWs(o*!8bs?hH z_MOs;SZ>AM>v5d@^g2+zT?Z6pEU&KMGNzwoe>RFA>l?BCZ9DE@Iga1S^16+BDvLPI zt!os+uWPPnzGB+ZdQ&&yL#8kKgslD<=rVa;k^DK23-fApjlHlVotDjmPB;DmezSyh zEBM_&52@hs`cKf`E%2Gq})P?xnZo=dAhjqmMJat^onG3)Ami<)s>od%^F6dX) zNUx|fVl{P0r3O9f9(3wj+Wya=SFeWr$5y|W+lJYqWOvv?i5jJhkzXq(!Bx%8_CNIxZT7xg;I=WhzBM{`gSpxR|by&pbbXe4#I> zs_}oOTHFOY>WAyrcfz)#so!#TJJ@~_^;?8Eg|;*Q*Sgg$NH;&RogdAkwTU*^NW&L2AQFnl{c>~(V`F-3h z*$e%(^%zf54p>Tkp2_v%wr&n=v9~|yD!PJxYICv)=c$Ww&Tn%KPD6Kn&qJW?vYR?w zv=LMZ%RqgU{qWfOeAp&~`Yro&U7E>Ag|0ZXLarTRh^QI2A zXL?UbJlu4^)`TP$8B{ALUHQIYEy4@NKQ1iv0~3y&Ym@8e?cU)0}S z$EnA)%0ZpJm0Vl|x`LNMyKEMyQb&TO*1tiY)q?3KspEc6JZ!n2ao$83zmxmPA3&Gw z$pSDo?gGZ|nQO@L0<`sxLa*h1_Q!4h2H1X5KDlc) z`S?hbD>ayU;r|#K%GraU`<3P2XHnNhUj@Ivt0j*+n9TgQH3iM6M)W5n(ym<#bUlLZ zHHl+-wKFWI{k{h6$=#rvxQBK=Df*DndN_0ZOCGm|$LTQtPLz50RqzJb--qNdG{#&s9A8;d%(i(fxm^-==Lx+q>F=Zela$ugCFp zv!xPjIWT+|ue+DJJMd%baizCur>vmehw)ltaSvhZ#f;Y~nzjo0{{_0tM9_BR`ZRZr z>&tzwF#oMdSdX@U9Q)tdeW~LYZl|4A2eiw$4o$V>__}Y*^=BsMIq0;w$o{y=9Y}jR z=c~(s99K7vIS5c+jYXjBzYO$+GeMC&miDU;qg?5stPj*+>W2M$2 zUEJK0cKuG|**2g$#B%Rny$!bf>L$=PVL6urS-zcRxt6oyk#0t@-z(!-u2uYgmfNtN z-Q-Ze&2hHdRWZ~39*)b&{)d?V0KaSN8pl}9!#*-*6m{I>QpcVAmHGFxJz-B%$88iJ zXApJUs7r8vZbBR=lB&_}aV2Ow1sz{c9oJV;$Aw_MXFmz;okOf2{gf^|?#`gsyQ$w% zT=HmLZ?q4&SUnK=)$OdGRq7bn;v)52wVVoDR-OU+SLT8)%%3tj)N#{+{XKa<`{jCb z=*PAXy4Rd~DuN!_(bOs3n!06|1^p@u`c->1?<3f1A=Bk8q`r#z{O)j`8f%bW4f

rrQ;zY9|Z+BYmu zJ}n9Aj;!PTz{1p(^D#d-C#c#6pKqIy@z3e==9b|23eVwhqS;f>*1iLpDx8mxoTtrr z9{Rk^#Xi0Ko&K)h<$622k9~SGWgW)*pMC&EarWuun1zfVWuIRD@GZ1jI~lb16G3x> z{_c+sVP5wIWo!23#fkPIPG1*qen6eJIw+db$L*aMXkCeQx}BAU`f3VLrs6s|lkFJ% zSdHg8IUCLT+|?V#cp0vLSMBQ1&ySP<-Qk>M|9|Pzu~+ERiTeY&e@&L20v$QW5Y$&Y zfcDM@ppz9q(~bMm^ak!bH`REqoNVz6d|D>({20B3=fU}bJoi;sY>m9`P=~A>&X0-Z ze7Wn-d(dng?@iH}yV1|@GysJt1DfjebGd@+;as0<@L^y082xxJ_ou0Ki=a)9ub6Mp z2h*7@u*Uy=4Q{mfc9nYajzMoA+m7w2?D9}CP{&Sh;0Q}h(X20F$8b!a3 zZ_jvAZBU#n4%%E9LF4Yxzi%BStFHp>tO@u%Z>rLt++0gNZ3*b)GIIWppm=jG^VuhZ zz7gwGmv<<~SPd2u+IKKy+S^6w-53%c(DZ^%h@_jt&!sm=vV!iGQb%yp&KjOIk&A{Y)>TPeXo70yS zpX*c!G}+66{uuq;%@6D2Hx)tLeMWzG{X!kTBtPQfJIUvBhC04F=ignw7w{)B>=D^K z_GW|62oo_(@GyUGEvC#VK;h^31IrB?C0mbnS)IZbTT|WA|-CLjIbH{<^TLsEi zl|a|`9maRO1?qQWm>)@>x3L8nuaE~6O|pXOd^XT@eHFB`(o?%sF@gLf)Eeu>ATM0bDw-o)(Z9e2dvv| z&3=fRZo$__d<3m4H3I$O8lY$v>hs%gK)cWA=aKJ1j(a^7nC$0v7VC3;In?K^>F25p z&!4fgcz;`DUo`w%S1t~kTj5-}h3vEYA>5zl4sWMFR}1^kGmeJ#gLux2y3ib2rDuQL z^x!AUDox5tsb?$OZSNio3&ZC=dAJWgGdB3V?#{KAO zT~WkM^_=7l*6;FM3TUPOfDh{|2SI-<)a{r52W@U7fhuY?d0{XpOY$C8nNTd`xqdEk zKMnj@w%|Ovy)%)1U8e`xHx4w@ihzDdYQ`U3q)#7rpgcDlRBgThb>%Q`Ub8B6unQFb9c11yZg$ZBRpJc9 z{lZX>W?;SR2hpcY)&9sk$+}-}`GoJu$@*D*$GYFWPnw+^ANg*=IQ=#I{(d0+TDBzZ z?(lqZ`k+`E`sVFfNBhOBgXP)9c#mAYiGPkq>-qDmtp+l*w%a`ktrP#O7SLy415bJe0ihX#qy#U7f!8t%1M_+f3Q$mXv*6IEk`|d)V zrEeZSMCRWJs^^xCSc#lZI`FYVe7qo1V5p;P&{a%3n z?u$H!FNxw$=vQ&KLEVXUybeAuOLN_wd+#jra`o?^%S*raM_JFi_vrJwqT_qAY~=V- zt2loCQu5Empenlv)Rh*3q8ZP>k*B%tPBb3Pe1*ZF%ikANn*MHgx2JyRW6)%63CdFR zc{%cZXnj4F`L3+v)!2$0ccvVu#=lLyx;W?y76J7ZuD_Ej^D@397br@wuGg38@BRb& zx*Gc@{LtjMNxz)SI$o}%zl#w+(>I^d-<_nti=p&)KZO3SFRu)~x|IB#^}9OH`rUlP z{=AJFi@f+X%(s8aKD_c8@#K5rp7ptJKtES& z=;x8&Z}4jo!}{FK3-$Shy7ciI+^=T3Wr3D09@3u^dCrU)%kyDP5AHLM^b6_l*}Bo! zmxT4}LwLW7nVJJ}vHTHzyE5x>yLTo1Sx;bm%K*?FYzf-9il9vM8kz7Me(dsvdre!f zr(d6*PruGQfqs4DQ&1FZLY}NliWtz|<2-ug_XYj9+C@;L;J!6`XAQJUoCEqHp-z9! z^JMe}-k%nkm*u$fg+SdQ1;-aY55LtDx6+4iEdt#fu5&kTD0FiF-R9xCcfEymyNqwb z=dZ?bT+eqwzpw&zo;N^wE)=GQ%kXdah<+{;R?y#5I{v=@c^7%~0Dte_KLn~Te0iDe{ZFKzuj;SIBk!LDza2OZTCSW3szmm$8!8y^`Xcc z$L|9>i*f(@D8xmHugFvE8`$XC)WhkYHkQ7vx9maOCmjSM=V62DtF6>k_&wu`u7P&_ ze*|?VQjTWaPG5((9L>M4{bVz=dWY2Q8Ta-1-QXAT=es`NW1LvV?*vzG2DHu1e+PSa z2=n3lM75=_NAAO7JSHBLXBvU#=6lqq74yx@gL*@0Q2E!XuS7H7jJ~cjy~6n9f8lp( z{R7ZHy+r>j@C)_x?V#PmI$f@!uj`HT5LanAuP#f`*X8Nqe7+8S-4|lLZgY1nW7$?uZ!S}Rb z9j_;HeO>Z7b@KPD%#Y0kilMCM&29R-&p9FO! z`n0$O~} zI$o9ijQIlHLEn%*uPf8v{onL=|EwPJYAow{xvB=VewXv|@=WmeG_2>%HrDh0NFk2v zAVJeL2k1YDVtmp|pp5?;z9>%7-_@Ewf`4)zUVqJXb}H%@#Qjmu!@KwB@2)TB-{o1( zzuR45{yoEDj5ky0>+Uc1<5k-P{=AcYK(&^BZf7;5ekJ&MEcdVJEkzKQXE=W@Q)QxF zDL|ct>)}L`L-1wWlYZ_8g?;H!Ll_VBxyca+End9I_`N95?dN$i^2{&rWqW5WeY^hj z;L}{kZe!a+%TzokMwRD$xj&XM#Cbl9xy5r~-2N%>Y4IYgS5No|+8wSAM%JN#I%8T; zw!REMb_Wm8pG&L-eWNAx={sLjC$T)JBDl;_ac-K^sy=kp`(4%63lMy{jt4R*n=UH>`s@o9tT z-!FI$jmcJq`sAymxI>>VdVoHiaWN}UQiT!LEqkV4wR?2k_mIc z$i70*-ISAPLT3f`|OVt&Ezbz7T$tQ0{H?py`^;@i}<{{&5sYm5&$0xBK+@(=o&xf%N0FTO)wo?Z%yUxVK_W*zH)+JU&8 z!TL6`&Vsroea|1EKdVGOuiAz>`7OrH_RvQ^v=Yzx&-uNgG`~~C^3#axcS)Noe5d5+ zcZ==Capp$w`EvZuk!Shma!;sLBEJjN*nN1PXhy0Fd#S%8)ur(FN%s3PYmqlM`0wBs zvkxy@e~q||A49en2Kq(pJIMGR(CU0U(DiExieEnjZSwy3zpFA|fc3gc&py1bUl?(d zlfJIXW}?o{I^A^ni@sKZ^XO{a320k;Kj`{z17$1vy4|xF+CQHS>WQq^O;`H5FU)#9 zxexCL_Qp8Vr5m}UEuYKS98_&suZv+HK+BbN8INLLUY@SW@s;TFDlxEJEaGB$n3o@0 znd2tC!}zbP<7FxK>uqlOyXjI0c~gzFJqttopV+sT3H%-~-NSr+<(H6mkDt-MDzbm? z>vKJxZvPPR#5d8AJQ z#qnjJ4)gXZaVE6w^$qBMrth0SKBcbTnS9y`bni6-RpN)#`5H3+cj({Otj+jmoR?SW z%R-wRB^Vz-f44nzL+ebLLEj)P^ZP?TzIIq=mvonY+3`APdeGn1+OUqk&r!tP!@bPA zZGme+eeHYD*I&eVjcH^R&ad0OTrX$-pr5;X?6(`o`E%QoelD69#&aq$np_(Nx;p>B zhjr#l5;S4ABG zP4#W`<0HKH)Ia~0@or;4y{S9(4c6&y4(~mUoR^8Xy;qQ|nVsVt?@tpcJbYOU=Q=qz z?>lI}koTeLie2d2quv9}v>57y%%INv7(Odc|3)7^wGY%8w}6rRlNpa;{jM(VWPStJ z&)I1DzTQIL*A?e7KiPtI)-ccy;<>SUBKNJ!bHUFGI{38C!u9aB=O@&a>(RfLzd;U9 z4Z4GzH`g0>z^8SG`JhTqKX?7xF@BZxxvp3U+U7|Knj2vsdJgVGcLx{2r}d^Ve_px^ z{k&Kl=${n>&6KR5y7-j!`Tn!yVV)-=Q(njKbzkH%S(JWls{H|N_uM3F-UZeAhoC6- z43wo`fO^vt&~(26sb_1%J*L2-%F&p2Q3W$obud7{+#Okxne1OUY6#c z$Nd@pyu115)tOIVye~@XiX0c2*Fs!x;rD@Tb(A{uVNk^I&nHW=4d6H-?xU=r zDwhfr%^t(AlFy&v;DU{oZ~`x`PckJ`?l)Sn&Um z3URfL^}DV}e^=>BA@26GKQBj?fwr~y9U$MXN`060zDi`jUwvGR@B1p$^DnV~?-#PJ z7jKesR7#8!L+Sf=ALr|BPuBBtCHwZi;V-$9ru8K$VTSpavh#% zM*r8H4k0ejlF5Al)sExz7W%zRIfKt9*YzLthqkZL=hau;p#9(dKwWtts4n#+%Oua& z*W)0t%Scu>AIgnD{MP+zB?tEgJk6-$xV3UXY}*FZDv6;O_P zN`D@7hW@goazFQ}nJE>h=kWYjC5!v!aUF2-1r_^wg~Il z?|llb(sSNii1N_3CeMlS$2f0pdW3V>Cr*V=tBdq=dAcdIjOY35x)b~Cq6ycpixTOP z_k(W3cl8F&o6B?DpXQJ8{uLX$0D0GUJgCZiPA2vMZCp#x+^9q5s0#Xpg{Y^d2KD62 z^yypS9QP*lb8%`k{W@b$=BLDgzHli}rV8ub6S>~qFL_AcU3e9gEzVF6IS#5e)NcM+ zXj_y1FV7t1_!Wo4_;BuAPuBU#{d%3HHu8~kZ9peEpRUHTK99`X!>?64?pJq@c>auB zSs3xiJzSufMn9LU>F2I5{aiE|3BQ&tI)VO3ET}sb4)HXgy>lJDtS9r_cGZseuZfdm z5f{Zi0c~_sP_|~@UA2+a@tj9DUBdqJ*u$*Tk3Zt?^O(nE(54IHChI?l%akvFqav4y z>WQgAr89uC1!<#Sffh~a>;C8iJg3Ip;`1x{ec%ePj#ulb{Ss2V$?paCklzck_3!-i zG-uuH7aZjK%Jcic|9lDB#$I7O1N}Jpy=DsE8#$++`E-AS!u$ui`P61d_;aRXzrl2& z&+F@auUN{TWB#D;y8&c!Jeh7kqlRAb(cV^ax+0wbs{KJe@TuB{=RfD z^V{g_ejxks<~HkfC+Y7ZrgeBvD?VR}RBJ=L3&$Dt|Bsie!uLRh`gqRns|~7fzKxzp zpZ8Dc+mZQIyxqrj zbG{+_?&8E(e6Atq(cS*8&~imnFtX1R6esED?tRXi`$nwKT>;kTdg5dH_VrVsPufhM zK4?L^cQh!|d=lckU)ApAd9P|b*R`8!&)~~0-+6M*PS9ja0>!XVpp5Sfs>C{=f5!dg zuFlIGcZzkn$;NZu?7bQE?=k(zbFIjgAJDg-^Sn2mk^Oc*FdO2w7w6Ay?4R)6w9Rt~{w$g}`t&*W+f|v7 z)T_CFO>g)B+Bd2Ssxrkvo99)I8$+rn`n!z(2fk}=-3E1*`@xSNfp#yc%HMGkwCm6MJaR5J^XcCM%hM~NRrzm&U$gJ7H}U*-dAbhc zX=2FM=|T7C27KIfIY2*eoP|F8A~R@X>B}xZwaV}s;<};)U4gS2H)bn++17dr?eg6NBl|e; zoM^`H484KR+ZlYHZ-g_$5d9{&jo!{s9~LT&5pDabh9!dIo52 zOrTyj8gz$)uXp|oT6dw)dKH{5$WHUvggE_AUeMixvgt@3}#pB@@TJ^Ah!> zC-5B`OJDa%?7!Udqm2FPSB=m7f=ji|6aD_cY*k?9iJ;2&*$b@SIBI_kugX?+M#GjH}D<1R+?r`y(+JuPc+b*X#WG``O1g z-SYC!5ze=jX;Ly@?@#!fXnY@ZeeaQf-T`eb#&vtf{Swyu{>W|Sr~d)^*Dr%AG1UJb zu)nX`9YkC#qrcmpTcLHOANbre_VMNF>Co=sx8(duph`O$w6%tiyLs-N>(dh253CQG ztn_!i@m**=i9T<8g?{}zZzHbCmICbq&da-gS)u*k_u;#`6MfxmV;^3Q4(sRga^IUO z&%V2T!1eEX!X!Lr_YDVC2F|0)Qmvrn+4snEJYPm{;JmrMPCxg9Ga&DWJfm+%{|@Tw zn?Q4GHYk=G=3}|N1(&Gq$G7$-|t z26aWQf72bpd2egN`nMU|;mdl{eEM_rP;yo$(A8^09&QZ!M%6%bt3c3MK~3YjW z`f~cCpzBLtH#c}boNT=mapR_ee#ubsSX)pWuLa66Z%_~8Ji5)rbK^{o?eJwYmFLW; zbzejKfdlB*XWD^!B7I$yC=YFSzr}c`lAsv&Iw|slu1*@zMhBm7%|3l(-VkvWMf&G2 zQLi}-zqY%V(YLFy->%BHX8gfxWE}5tv9U+#-!*wJn;$rizTLVf=#xHVKDG$sEnd)< z>z@Y2@U>(U-m~f+e#ZQgCShE8FmetZsG@l9xtS8qiF>jG{%muxPPaXI?yK(92XQ}y z`_OH4xiBs_XxtO_+w<+Buji}~{H-GBpH%|oNJX})3A(?i?Y_FyPd)}klMbND(2#m* zWzY|K2eh+`gYHQI#tQ|%KU$RWI{ZHH3+ey%P9DT%%1ofmot4l1#JH_VM()AoxYT^k zWF=Lb(tK|E+hAmW4#%bB&o^E2L929m8E=sT^aaEB#VGb6WXcpA_X@uk^p#N87Z8Y> z8~?)p+m7gZO+xZ%~}-2>N5KKyy3v-&e&l|6h5~%_#<|@%cfSz&c$FO9yQf zeceoXO8;4W7t~iS(SIKP3aWI6m>;-<`oenZXFrff=x~U?&=MP z7T>WSFPip+_6>S*T)2N-y~BFmRH6T?4E;Fn_5PsJd`=iX=l`MK+g%+vt`L3R-s5^a zx%y+qkA(VvHRCEh=K;)4eqWfJJu%MqrWS_p5zF|Ups$Diev8U{Uwy8}6U|6hfPH=Y z;7#P^%fa8fyvq0Prmy=WX`pq-RG{fDK-VV)`I!BE+l%AX$N$k6lkcZX;QYON{}$rz z0R7!PVSR6F{ff9~euNwz=I;x!pRc~8zsuE}pSQc`Vw`$~J}=`ZL+h(!L7x=*@vpRF zyc5^m$usXWzo0JY`n^YegzN7_*O}?( z#tjL+-j=?;JDl%2wGgzrkPdWx@4}zWwqu~}`6K8XOl910f12&deddvQeZ*DTw9Hp$ zUGDmGUz%*Oi@u!nJ!o^WP8Y*RK+DpffF=j~@Ag5JpkqMsf_1t)lLFfA{fmAae+9I$ zT=(vi_CcHK>zFS+gZW-xP`CaVjNB&%`bO-xN6zzvf9mV>a~ro8+8qw(y2nn3Hd971 z-iN*(IiCXB7px7+`1e6OqXww6uzt7E??Su&ML=JW{vJ6;09uU?>*}Jye0=;Xh|6S2}vq1OoQ&7Z|1oia{-JVH!lU~i=Kx+ zyE&Wb)9rYkjFVv=U50t|%nEsPgXg)cs8rB;OW21#iub09X6xzG)#iY@!xx~N(-O3~ zDv;4R8SnoXKCaU519j%k^rsr1(7$w7>TNwh-;mlLrEkk0KIgc^k)WP5h`J2l;~q7q zzE}q|w@JINF|>U7BXX1mMe!D(?o<|ZePS4I9{m1rNoaYl5@>EK&=2N!gR}2L+dWOe z$a*S{+rgi!GVpuE|IP0fQ{ye>tJ3d%p*Q&a4EnpPmmOMf4*tH9G*kI~p}q`t|AKTF zC*$e={)1H13Bm8Dg*v}Y==Xojc?WlhzU~Hudi^Np6Lbgqx=|bGtJ{}>zUTr_U!4l7 zwDk4=J2&>$0K}8m%h|Zle{aKdg%_x|gkFHB!|eX=uNHv=f%ObOar ztk=cK8}Jo1?kxSr{StT(w9|JopMmwd%ST_AqmvNVo#%#eGeGmr6i}{Y-EO9hVLo}@ zy@`QVX*vI{uaW8%Ql4Sn?j~i*pl5!8=Ulx3psCuM?~SG}>no&cmrU06ei7?@pTzG0 zJt;iDmERe%G_?%#|Nd`2=PbVmbm;G!DXiP&xmx(S;zTu2m9GdU&*RILrJ!Bk(x7ih z?U%5wH`#L{E{2ja4cFz_Jy{Sp+cPqMB0cElhwp$Y0@^p?K0LjV^}Ne>4gRUtv!Cye zvOllehq`?_`|`fJ4apIUSgMevRwHIz6&p1%4~O-v!FiT=(u5ErPatdH#&a#{Fw{ z`e4L$$4;P|_aUg(a$TIsP9HZ@IDhVoa(%lv`J8^;g!AWi7X9303-_{&qMz%Ekr|uF zyrXzg9n=+zkQ>r~HZH7#+j#{3ESCR3zrHXDbbWZ9tIk*(T2IVPW=RQ(lf1uNU%v$Z zm1F4Ze&7!J^KtH1^Ft;>>&l-oUV`_U%hTaL^CvYJZ&DJpH4Ah6FUlm1+IHz-cd1S97SQ!nNDaq1%1#hGep5LfN4!!JHdVMjPBb}4?N)($;z%+J&wZ6ED?!^? z^mCuYds9`~aDMyvG4!+EUxWS_sjp3kcKN1}b{wcPjsQgp(hV30EmM68`lNQuH;$)1 z+8WeXI)Wy9cTnk`j8E(filx0l*@F4VcRjTKoc#bjiT`V7FHm3S`y=YD^QKk$Fq-MvK522aYaD&4(oZnNm8%R59+Jz57=C+>+J*f z4`e)j-}dHu0=+r-d=d8XMe(pc;lI1|OK}-gUvfQwewXX!|C0~eRHd)WAEKC# z6O7;blm1ccD*a+Xm{)H_Ul&dGF+Y^`x@<*XH#fg$yfN!__tyewvyJ{PPE3bRuHW^$ zlR5sSiJ&_;j{0Qq`(9(A)p^nnO60i1q28~6$EByg%hiLR<%)r1@MoPR)b&gI zAnrd8`QHXZyN7(<59arRFFcgbpXE4pKFk;7{)F)royc(Rt!h^f+82rglh4ob1FJKB zgubskQ@c5=^Ie}Ze9y=tpg2LAZ3Ut2gWSv~WF=E&2;b)=2|C{UG?Y$)GhFs^aUmXXn zJJZiiwrH^ob+g!`w(=yeUpv~1DRGR0%`C|pC%Y<{;_osk%`FLNNDtiI` zYaH)c5h-|%j2|?Y{=C6}z5)C2vNg|zv%8xxf0_Mv*`hqOTp>ZVCJmo^ev5vb=O=P6 z`|eK8h1Qctf&O_oKdxqD=*Yc^pg5JAdK%A<^8?S*Zx6Fhm#Nm#cbCrq%{I=bs|&+8 zZr&H5iux3kD|%3m?+W^)?u@4*b*DBV-xhQaS?3GEd)(aN5{%Ew0SfV)zFm)XdSo6D zI&#hpsLJMH{?UE-vp>fA+|`*!KkxQAeS2MV<{Ok{yb9OHnJV|;%XTmQJaUgYv>e0x zRn_gHsJ-G>;c8_aiE^ed34*W8nio{m+>vn*k^Yq zLHE}R_>{}Lk$%1{@3Al7>hgO;w(f_xdL{h42kbAH z8sR(P*G7`ht}=4(ogrUV*bx0P>yE* z-M>Db@jeDLJNi+F`()HO*6FrpbHsIf`nsK76IuwalZ)Il32pb%*JUgEx?0aZyt%TUclx`Vvy^%&ecojK|9##l z_UYX``n`KH72`$IZ$P_;^}Xp%+FYc{FbR2QgU{!qzw3^p7@tpH7R3X@`g`|h@NY}M zHd{wvyt*_R)Rp-C;Ql0am5w%>DHOz`z7Uvb>@FF3C6VCIJn z1@*>}jDJRLwzp>f1?SuSLav`z>&kF^<>&BQvo-8v%Su0YdFkgaf2hxM@Z30=@Hxj< zqn}6aL7;EX<2<@LUmRMk$pz|buQLCL`_J9Mi}daKJLu2Z7JxeAa8NX93)*P*+mr7* zw>|0S{@6A6vEIaW?Rvu^>Z_bLx3k(n`{$fDcQOXr&U%gUCFwvj^$GoU;7!mSJ`3u} zKZW=z&}^H>_@;5xJ^E5lZVNiu5L9Ip=m!;{P8;gOO< z{JsupW0}`iN8mlW!{G3~fuOm?^>!vl!=TxxS7raEZ@1Y5+C1YybBpKCm>Y$mb*Crr zX?O4^P)}SE{QFB#r1%uHGvdj;Tpy=1K7}9Ko~OteJ3*DW2=vFsf%05;P)}||Uabt8 zsaz)~&%DfWqwdhJpBw<~gXy5j(HE3w>VxVc*Tor^j``~6;O92i_w=7vH-P3Qeceo1 z11($8@BPyy^rz2AeQiGTqi2EkZXy`@JqU{Lhl1*3`n4=M7Fw2~|I7IC)Fs&u5T~X< z>(1YRru$^jFA1#A?+DT4E9SHFIbVeDaR&|J@-!Ja#|c_b7{z$2(R^+S|2($m5NKbB z{RMrkGj&7G7x*Ep<8AL6e7;n*kgou$b*$@s5&FNL^cLcF27O-s#{Rvzk&WZWy#mU& zQgGb8XY|!moL_hKJhb}wXR`br(7nGAG+URG+2)fwSf{J8UsBg#oi2uc25oC`ot(+~ z|NFYRNnh6)>FfGc`ntj2p#9IR*G<-~(8_Nhe_RWi>OX>d6Z`X#c{k=Sd=URWKe z_2lqe@8O6m&pv?Z#(8}^i@t8Maz0;_XpeDbd+_;&t)cybrhI;Eeda^oUahME?POJs z8&Zk-&$6KHT>_LXi-Ky61jVpCpijy|Jv zb>Rekb;425?%EHU+dDvcn)C0v;%eq=vOh0JT4*7-e_j;l{&-(_HlO?L8;+mO^>%I^ z>w0Y$m%`E~zvKm9i|{XBUex?02ea~nGvc{_{y&{dnT&i!mW;_97xpkG`O zlyB!`JZ*MRPvrS2@B}nR$=8I2GYRAZ(yf0m@m`0y2IfC&V zymw8UY6k84zr*;AT%aoRFa27drcdYi9&`s27*GEZ4@tMq}j>u0C{#E z;_|HppuNlQ1owp0SD828lIjBK3t5bhoErq19{e7Vr|JJ{T<9ab#-HaKhH+JA^XI+H zpRXtIyFjjFogXU9M)^Ti zmi>8kF$&t{dx`mf9tOYUJ~6aQ(Y@iS@cWP>;{gsR4=;6{ruF0M(@ej33X*c;C#RzLpxaarAXPfxa$V zUxi=jSAV0Ae86>ccGfXyd!PPps_ce#j~ys~pwEl{HgnwGji9=)4%C@LeZOuMes8Lf zBJ};`TkPliV_)ETF(S;bx9kmVL;u}Wr;qCn9T4{mHS^K*anZa9v`oo5-Oi{DZK?zx z|C2s$U#pC`_>T3uJM=cRJ4ipbx!;7=9Sf0_Shw3euTggh^?SkW&~|1GXHe{4D%cETg}hX{_J%wNSs;cgU+Yn?O60{w@Uj^(vfmZ*y;^Pxs(F zy`8-fT7EPPbbZ;M7ftGO+z!_1qFFe1<`MUy>k13t!{Ym|NimAPT%kXx)^uS!MX1l~ z($B?7u5*_q>F0hi{oHg-gYmBaP5StXeV|COlsbMqXyZNw)x}24pW=Qsu{*GX;NA%s2?7O=sN1#Q_HZsMs zke>#+{$m*zJ;@mM-PO9P&?>Pg$IYRiyTh!{br!CRv$HnQujg4%rWsA&-pg}l)CKn2 zBj+(At}F7~IMX8~^<~!;pB`hKF2@|B59cA>Bc3~B?`-F|h4gvd=|^ZGz6a$B z(nhal{5Zc0Y@Q9!?g_sOWWqS+n{Zv7f5y7p$-VURoijnXlIO(QJ7FLCsn-#AG97(> z!xi|mJIM28R2xhG&N2cNO+E%?LS>HIpPQ`nH~l#M8T#}b*6C*I577P?*U72G@f?@7 z8{-Q(ukMrHVtic|&~)Q`x+=raTyIp1B|NgLZ+U*jCWopudX|D>*K1DaRe5&%3<;gI1SFe}s8)av9>0 z|85*VnBNDHe+P~)!~TH1OUjju%hja5vYgK~WZyvkzKGA2CG`a6WvTTX_rY3Ff6ez9 z6~?cf!TjrqV5I*FD$lyzbZ-G|rZr)H{)eEx+=%1a(C>8x`n>;}zV7CS{`_ka<3!Wo z>tUaqd-5-Rv)Fym?BKk*>(71bq8R({vh-%;-Mk+_|Ib2DU788n*Cvy@>Fdf5fp!Pz z>*Cig%!l=I#x;S~S-4)#?5GB9vcAK3MfTrCaS81|r?0E1jL`NIoKI+&c40rx`pwg>p|U-{;oH& ze=ifhL)`9K42l%=bu*Q|uGZ4mMe%9K%Y@LMZ%aQ{<3j!3oOO9}-5og}f76H{yCa^DTYd)?!~?XJXy%3b1Z>e{y}D|7jon`1S$%bvXAXGC#?9*5LcS zIS=oX#v`sbbDmwL`w-gBco$S(ab27XelA|(`gVI~5`8!y&waJC`%=&4dN^^4^XFz~ z9s2vpvYe;&Nqa(B{fZ?q=WJM*l_s?ehm{d;Si}7W+X_jO*jX z()o;^`5H{F)7}1d9GBvKP-iL2{Dqw4*njE6nJH}x7 zbNagNc^cZ@IZ5BTc$~hJg8pu*9pw1W_mN54$!D8E`$_Qmq3fVk8`2$ST&CpDPu6z! zCO%)3&zr5`J-fCb?&|RU?jdQiI>sM!oE#PYKIJ%GPuj_RUjF@D-2>Ef`5ofk4v0j&B*q@iB!~FcEPR!S8Pu|mHP5Qm=P#@YSv2Hh0%R$Rltk>1Jyc}OE zONgfiRXOf=^9{HTUNpZzA6;++6sK6Hi(l76yF={1`)BlZSBJhX-=4&L-BEmg(dVGq z_9^3!JAz_FJSfjJ1nq-3P;Yq`RO{Ymyyu&s9K&_+zHkoc$i7{&Pzq3AeGETv`R{@1 z$D7phI;b;ya>DPRz0dkRaxXOXuA`t|beQ~mA1Ipb1=Sk*yScfE@l*75`{|F&mu21V zpVQZ68rJKs-aO>}z?q;sJQb9!Cxd!(@bO|_a@=D2xBr~|bJLant=bM^KB*s{Pt}Y1 zXjf2`>%e%cHlTRXg7J?VgRVfRzwgIE>y50x8FlM8a#eZ8dljZ$krh;F zxh~G;;XJy&%)YzLwUa)6auHeVOVB5E1x>Zu)JyV%b}#Q?@q>7djGLDTe-)zFx&CqhiY|zFH zBlC0v)jIawm1f^P^1mm{?6>YJMl(Mz=y1P2Oew>|^*^#_t2gsrk$!xsPt+ ziX*%E{C=v9{)_AFp})3!55p@i??uozdI0K-&zS#t3CfhEXa4W|8fpXS>g7asho4~F zJ>lO2wkLnj)}Zh0!?0d|Ft9HDFH4iIZ&)ArJp5fSfY0en{2f&``1mmQ0rXp>=|9eR-Yx z>VDuZWILB$7t2>6s}0|Ae)BoZV<&*7+i>PhJTE7|?tv_mb^z@!Ey%wbf~MNXVB~-A zK^b3)c_aIEm5%4->|UOOw{i5k-o|x!)9ocZq00UP`uq<;bC-UXC9fj8y!5-zPrti* z^t(THobzWK0d>ZMpfAY2T~}hCZromN)8 zRfpj5qa%@J%rH0PG)0$XYh8`bjT_#y)9D&PZt)bi{bx;4`tHl z^kd^^^kaYa-|k=nvij+7Pq$6^o&wW9jhl_l_8g-en2&kvh=cY;~WaCnT?&&S~S+3m&iYCiI zGjlxatGj`IP-Bi4&d2d^Kb)z`{d0Gi`{!~b&$s(U{NA~H%u?IPn7B)l>O?dgOjwdU!R@$Ei)HkyTorkF#-Ok^S*-KWwSi$To`av&j-A zIo>E6C@=8+HSy{uysKk*KdkP!nK@(FM_=9=S*EBF{9KA`l8^OPIY9r6=iX%s(j|m* zb4Q~vt~Zl1COe-OnLsrmhX*pb$NOk@w1p zW_(}G#{EcdZ=OqU4;jF`wFPs&%Am~=1-b+eFYDM1pzFtdbYFmdxQ3MQ_64)Rnti_Adm33!3!KbxHICzc3B4=h!}CS>cZGX&3D2pr^t1Bu{GIe3 zw7sr?=JV^!d+&hm(O=9_w?UaQtV86d*Y#EQ>weH`jGJytK~Z=mb5&+lVJ5PT8$;e7 z9Om^Thp}H*Wg8=#88tyyt1>7rlmh)gdR=GA6LLn-)=UAa)Gz7LGWS9I%b%b-$oJZO z_#R&3`|7$Q`*r0PaQ+uF`F#6vp!s|#pFc#e+rM~T&OT^|x=hv_^h4^COL<<-_Ts*} zxml9WAK-a8KZst}=|jIhFayTz1D>1n$M~L`T=$$ls`WShGxiQBO|OeL zPI3NM!ROl#aNfq%wPPP{_p%Rn3tMnrmw$sYSv}Bns{z{mA2PcN%yUBj zU9K>)zQ%srew+(gj;6Qm{!Dys7rkw6r9}4cCS|=V`)V^Q^wmv+rx&uXR+s*Q|6Hxm zU*F`qxz0dOixcd(^|c%HW$?D?&i-3%yokC=%RbyM`-Ah|;=MHPz;7IH$9`OYK!3|~ z!QZF2uP&3ZA2(g;al4oM=K9)7KA&y@=nDp)_Z^6AGIs$*vznmGlLwS7x6sGy>2ouE zI&;fWpl|dg*`N#SF)cyyUOm`h@f5l4?R} zWO+6(>krd{s@xl_j||^ko6d9ZcJ5ht*;M2DyKlrkJ#jx>r|*MtQM4vBM~`+VpEU>N$l9Q*U6J{0X);*_Pz)~ynr`Kog(91gdUG_g zu1MM_-dCfyf6V9Z)B;u7`k>uYhVyT*U)QnRZ&w$)!sDiD3DEX_Gvw>=vr2Ukl*xV| z&yEL0;U3H}Tz`+8zeLuVF2Td5%0Wj{i151$?_rdfDg!g ze9tX%|2TZDJ8lJS&l$|y+kuhqLosiq&s}Z$T$PD~$9?@C^m~mO^m}XpP_{@G82a+B z&cP#M_)Sojd=C0T^trhe1y9SQ@6p>&=yQ|(1J=(LW8LOuj!6spe3?Kq>qFLC+~DtD zD1)rZSL681I-si;a`ksOJ~ll$?!Wx^EAjwzhv;Q9{T8y#ai6Tgza#u7;qQ@K{LkSQ z@OhPn*?f2x^JP5$E|BN>--D?Z*6;I@`UX88d5@a^+{X*}&*?Rt>^T}#7r!Dmb_w+u zP^bSlD4Ns;2=qiUYBEn*FC*1&+#0*SalBGG+DzsykWndcwWxs z{hnT(69>xkTz`+;Z-6YCabI0e{(|G{JA*C}yc*xax1nMcFUr)|{UA4P_x=els6f3#UE|byc;?yoa zUwa#9A{R;i?>doOyB4$`tqAocp!@quSde_WjU9d#WW`tOqLzr~0{sQZTdLH8y5Z#jzR;{0Oz+kD72=Dr4wfS)xuDr=L}-mV7QtSF#GY!m&R zg5O*9gLtpI5Ii5JI^+m`e+Cb$3Fkmpdkb@_C7|gRzQgvA_rm%i{W))8XHai#1IqYj z%$;M%YbD9;d*E%QCxC7~-%s~T!aeU*pTf_oE$@w!CDzd2H+arnoM^!DawS>MlmT?L z{(w*X%h1>Eq7T(r0gpz$+Xsp!^sC8EZ`*m5IR3HXcoF(pH0QW%!*N-<8OGhgHlR$_ zit|r5W&JV7Bl{7^=5u=A>@Li_D;ub%rU31|m;Cqr?jQQ`kKpV6FOc<>SFE3Z1M_8R zKBqhK?-H>h9qKA|$W8d4SGMLpgT8u#zyB`R4b=GG`Fq9bbvuv!x>!N4o11emZlfoG zs=^@V8a+T)yDjJkwPgOb8K^om2JOSJ-`;?J7sZO9{(tw=+)IY6xAGjks=)8WnCUz( zm-w9;n~U$OyFBaQQ8{KYXyds4ZgxyUHoHf1yu=`mKkP~N;=a1cLa+NmjZt^+(CeZI zz3vWGU_B4LuF|nz*H`Fu^BLFS{d1n1GdogZzMlMwUK;)c)YtBT?kW3p+w)IkIqDD4 zf5QEA+j~FfJ$9g(z72H^(HplzW-!cXLEsD_JZhn#QTme4!EH|hsu>V%& zGq8RIZR2iYTu-I9P4%#!os3@gN7+Z~ilqH3 z@IKea^)`Cizso*boM4~r^N}ur{kDHjZ@aJPZ6WAw-G$y3uXp0#!`9@vb)WAiWO0K2 zR+rcEKSu-h{^#@h^4$Si!l07PbzQIFySG@NFC{x6Ny3$0@ z=O0Qo`T}(C@LZgl$aC&C>J!w(>yJQvmFMH+`NGI56}_(02ftUN-$fGoU5rSMdA9dW zcw1fi60}hYlP^?4)H#BAr8>bhv<1V;SjQ|xrd(K{tf6~@Eo0*P?PnJ zJTK=LMIp-)T!(iF|AluW>n-$gf3CZ`#|P-;d!#SG_uC@t1*pple9uj;pMtDXeFf^+ z7|hZu5oFaiCFq`B zV&8p(-&qxfmm-V86Isv1``umtLaaAS!Fucs_*c9-P7kNw5BfzvgED3lIVSNO{6u8q z!n*vBq0F9G6dFgfc4$sR)-pj$b-c}0~ zrxj?rmIu|F#X$FVK~QJN4cdE|L3uU}^L_T|KHop|SfdB@*wmZkG!Kd-?9X*&`dkd( z$MFn2=Wge*FZZ9UMcvF^4%+a3x}6jH@~`G_Jo_|IT^!HcEv&Cs9n9R7>*^}?=bV?C z9#`pFA^QUV=Dg~4K>P7WoVTe8>)pdTdamNg`br^C6n=-}RdX`G3j5wJ4RYf7G(A}$ z>rC{w8cTn>@SPTQiT+k)xjwE^aXnl#p})mx`q}1U|EwzqALnHsZDt&X2gM5dS^XIL z>ZM#4*O};PJ%#JzHaC5((sG?#6!{s?>rUH2HJb57n?Y>%tEK4m1 zP1U8KIKy>ylYK6-`*J$RcaLL!dl;zN_5$rUZ9t#D4rq4K=Wf9x`n1Ms`gj}9#hG2x zkR$hmgL2)VFy0Fkh3R#9AqH8sWxuYk)ZzSOyyso4`hd^9#q)B0N$~m5z~%J1Eb$L~ zt<#75VIR&#c8BS8y*&?e{|umLmKn4?>oT9n3z~2*tW35Ao;KaqgKEN3dV6&=J@YG8#fvh!#`#H zEZ=XFCDJ16&A$b&^1XDuoj&%BCZR5d4F_e3zRW9`&FpE&I^%NI!`}t^ibHnu`M$eO zzXMralJK7H2k-#rQoJwP`v1 z-E#)$k8>SfUf?-7fBbj)I~#p2nzTT+HHw0w@Ei1bnRxhGuH8s)znBO{_7^~LraJ2b z@`A2jSigQJtV7S@{ADXTr+xz6qq(eS8$s@*-~E!l$g0B^ocA_;FITrg_KT};%U9N+E(J4@++7F7Rn>qf$3eeU2mi%@)nTPx8qWMtfzT8(=lRihbaXc?4<69!@ z^gIXe4tyM*uflrgGN3;a&cUCR$hJmyP!?yOZhIt0HalL>XJOr4oT1O<>WlPVG5Xvs zIE?I%?;)3Po!!<9eR;_>sLOR+Ul+!5-qN|C(&5}&r%A{r^B6Gkd+g>G*Vp}k9;n-I z=yAK39v4IDaUIJ(T&Aeb-`!9Nbal$|_ueQ5`uyy}ZOyllW$WyqnVFIN{7ufwmlRax z{tHjJg-__OIXsUhR^CMxC;5JuSQXBpWud=SIj)1dC-k&TPA{7(d{0bXppSh4(&qSu zJ`DH2xWi#R{5N{q-VdHm#r|4f3H^0b`dV$Iuib*+>)Q0Souf%)gOtuB^wd*$s^bOgcN4`T#pBH@vKbtIP$mu_VHf}n--JjoG6DvPK zmLp5BUXOjLtr_~=b(!h4Vf3Bd_dc>;%)VK7rnlv&DyZ9B+(%a(D)PBgq(AZjvMNj3 zZz^zp-2eBrll(hDcjS3Gzvx}ebB}|6FLT}9|5g-rJ&p53^Wf$2VSZh%AISB=-}Bjr z+iysHgMGeE&vEr5|MR&onSFkV-}k@04VtjdZ?cCzzaan4QJa!+UVg6Ut4&bK9H}9d*m6jp9yx)MLDfiXosL{-g2ZOpZ_tn*#U72Gw_<#4t zrmu%=x>pbLd0x(cR~%W00-!1rMPAMb`eXFD|Kufn=K4McMX})X*6h!14W5VdgMY=i zox^=|6~6N#nuNZ*D%aP|j)nB&*f>yMqsQ$&dfdOH$Mucj7z?^Wi!^o3cUlNs~_d0$-Q9$|RZ z?pq8-{^y%{&Q!AZcu=mV-+g_0+|1m{ddqd7nY|SB1LuG$&A5=cAMcNpN4ER`&bXi^un_y5g&g7?(e9Q>}jjmm(!yuk0V>KlKs@2<%8cRzsp z>HawHiIrz7((?&f>GR?At{BdHVf`}p)p9hy-y#H=SdV;1hyLxy{dc?X39`QS4=7{! z-n*HZlD}W<0qg56X!mtyKFf1;#=V8CF5Q8j{ebb1&ejZ+XG?=F55K2w zqwdqkGufYuGra%R=i@%QY%!4I)!KpLRRd66s>b^C_sN~SesurqCujea74oCv(N*Cd2ab_FYWFF`T{f9i- z3bgmR?r!I$hM!aio?8>|v9I+n=tsMk{js@8AFJ~8yUiK;^y#JOw-=-s!S#4Gu>|V& z0e$U%3m#5V2zBvB@bB5Mp1z14jofF&=W23&Kxg7QyMM-UKZuk`*;kvN6X%D%dd(-x&zym*(@$Z&Ed8$2hkm^_`*fq~U|g222$~)2*G-iu zKKEl<&>en7j}ChP+J|S!9EU)2a|`JDuLk`PzSk!In9X@#Oa%3HuD{E*1CUj^o}hT$ z5p;E1lZV--+mG0%n_ZPqw+~B#k@shr_vIr0dJFW8xQ}k5=yUbc!{EK^pjdUDKD_fg zC`%t8N9|yJ*G4k?N>GSJ(WQeQG{H_pq~9@H6H zfa1M|pvlbhZK7!<&KpdR%anyV|5M5NZ?F$nm(p?GQl4W|V$N*?+tF-1ipE>2Go7Fy@<^Tn|^5x&9s5PvP%Oqo3`4?o+!w>rr=g*+&~kKg+M# zPrFAeFz$~APrq1(EPmjAc4A+x($UxQ0zK`Q@w}S3Gn>yJW1p?3O-Gi=rh>-N+wR*5 z$Sz?F>v!pIUvMb0_+bDjTlC?0=FdUBwLRzuHw9IiT4dVy$qofUnLIscqwdnTgLZ%> zJNs;#gI?BC7ND-uvTyedSeK*dar^OhjO!2h_kd^;&eyf%-vg@5B#v)0{Qb=A+ts8} z$YK?JE?%cVR%I^3)3U_(^!JG=ppNCaxyW}XnXj>LH@CRn?(?NVU2RIBkLUgY`lCDP z-%?9h-!qZ*t~&62Hqj&veY-Lt`1T6u4qqhu(A%ae-&=S6SvNE9aej&Cpb%WQw|jE&_X>yi z-)H7U_KVJNev0X!YTFic3(B%ShWqAj;RAZR>tXu3_6pGMNxa`(Bg>JzS0?ga9J1c} z8veDp{{m&JL4H zL-y~!;rsOaXnv2)-sgMhLh#-=RgOMamm1RJ$BWS8Taz*u;5~8v_%HCbj9CKejNC_; z7dj)Gst5B{r6f7v=u6*-zBD`2(YL9CKQnPW^1dkQ{@7deYDJ#clOs9L?&Es7 zzRG^u4-V(-kMZ~1x1=u^xGdBUhx|OOwS!xX^hAm?b_u8s)+-J9O?A!g~upZxl`|SE^*iYY51JBueWkJ)eAbB$z zC{Cs#i?UzWmHvW1bw}>2>+QRc#n6qQ$?^keYs?2_d{}>fGM2d|&%fIq{g~H%2C7YM zK_Phl-5utBx?ES8^k0-jUt?$d{7uF!k?&w?fk_s#8I zuCvP&JpU#dbA8=@w3N@8d7#=f3)Jt&g0?q3E?(2)<`z9}vVDnh8PD}~)q&^M#fTU_ zpNZ$)?7Vu&?qD_6w{m}6SLXS2Vd!zyE-UBt;eNPr^tY?^0>1H!xsL9a-a{6zuhB=v zFLJ!mA0ht^+K=e($UO|mqDkn#KVbi@KiGo0xkGQ;IrO#az;$mwkbYJ_v5z*pz6-y< zkiU1D{j^w4Punl(X}>6V`Z+yqc1+{^SFxZ=mLdNWPdJOOyK-?>2ukl2Xf^5WuV<# z2^3*J-8ba=yBPKt{A_meJvV>+67$R*pu8{{^n-XVUJT31@hY$3TeF+z;!U^H$Tl~< zuF9-L)>q;Q-GsBx&50Zliqzw6jX^!3G)pgSDiZ)-@Ot8$?~ zzrgcwq8aazlVg(dxl6C%S99wXs4KFsj@*leY-_OJ)|7BO2_`#%@6%_O?p~hU>1T|cM5&; zFZ}yJY4-mvf!?$^=t&)$62I&7(~~wTtY`nj^=vmpIAu>aG^&NAA(!^Mm>C zZ>H0;t`7GRWOCAdNs4Bq?fn`alxsO(j0kK_>Mk7DQ^Wbd=G;e@G0*AKYzd&M!2kYC z_G`%g7|+d_8T&b2hU@Qo+K&;D(^#}C1`HcJMatwX$5(;A6|Hk!pe>?-Sdz=(Zyk|ydx(grLnwLPI z|1>BH9|m>CUCgW4m+Q(akktmudgP!D-d9UWkGs0#koBj-!N_;8LHBF$c*@?$YGPN` z`?LdnLH6Z|-#t_9cO-9{hoy2)B>1i>7{j@kaiuHHtXS<($wQ=;b3*Sq#`v!8}(!eEO zA-g*L$UeP6yRSQ_%F^Gy{-?;YbPTA|vmX~l>T=#CdfYcGhb&eVB%5adO_u+{qeg}P zd|*61Tly&LSr3Bx{owcA4p|KQ1ymbJ|9l&=>-+zGZtn7XZ8`(j>21v+eEx^-oZqiC z`J^`MZ}2`EH=pmV>x_XF>34JM5qurF*95fpR*`c@f==>#ZK6pTWL4%(P@LgCb9(b- z_*loDpr3p01?6bo4{z@+LiY8?fo?%}P~YHsyl+$%SrnzuT|ch3Cw|{WP1p%f+vr)K zxzim?{EoVgEsm_WM{!doKV*5`K406btX8hxK>e zF??6GXkX0pFX(+WsV$$s_n00Y^Ao7I2fy#*J+Vs1(${$=fM)h6Pz?VXl%=L|{Ba-V z(RD%JkngYAo~7yc`RPD4f!|H{g(kz>?r{&$7vT3)&FozCd9&y6wC(u^sK#xjw^#GN zIKPbVulf3)qb^=uq90y907WtS%Tx)z?aXuTc3#*=e#w5=K4710qe*p%{jzvPxlhrBT$un4EkfF-NU*&$a!KVpI2|v+dB3xf9ERCz5AtCk;Ul? z{JnAP)5XxRpFZj!$4~6y_=Jt1-M19<$9O-D$uAlV^)jGr zRR~mNbAY}P*Wb;I*YxdM4?$7nJZSIj1x@y!$m;CV{eXGQU8jJuIQP@tL9V--+w{2~ z&>rKiZZlB*S(8l7{@mu`db?lD{d1cmC&xFY1I4O0Kzsjhcu+LEML)jH_tbPouCoil z_tSL8?HKnB)^pwy_T}<`w(!$bCl0?#p=4=Aggj8v5Ht z@8|g6j(mGFD9+H^qVXzZRX(hXFQvC-i_mxf%s$&bV1MoMu)mfi>1(x#{j|$NPy0fn z`Fn4U1m#Er>dM@|_5%kY+uXs+N4TGDe+gcG+=tKq_ywOYMNgZXz4+YR9^^i*o10mo z@7A4A*Pm+8WTn6TvnI%DQhm@j`WTe0tAO@lY0zXZ0_sk=nRlcE{h~KOx%vrwDwE#^ z?E??0KhJ^w$nUK0{|(f!zcNSd;dlf3T&`b>EJw3H*InpywTV6#D+giR?CJ)J(;B8VS3;XN+ext8buO=r=0QFSfGbhflU)L3jpf1m50ZsQeIPV(o zg_kY(-kaIUzTM~JJvFZOSa{pcrO(B3-bz3t}e>)S7ktZzZ%E$G-B?}^?Tp21G2e8+C6QNh2Y-{ zw&!hl+8_OyzHYVz)E((_S34Tn-hZ3pg?XQhy?25>j$TbqFPaHPzMI7SVh||LhVQIj zoX8wMnd5`LW-h_+q?HM+shMi|kWDrA>At`Ycw0{m_rAt)-Q6XW3O-Lu&o8+|pO@J~Zx3Ui?iTWU zsx~**-^H18@PX}hgPs_5kDmC6{imx(zq_~Dx2kdMkNq?HS*!@>#L9;L*|2Z+N9k?V zj?YE*P5ICHnBLV>=ug=?__7`Uxw0gE>FVm?7;nNn~Tr+ z0lW`Kccf<{->JcTm%#qn9cK2=uAr{BT<7oY=eS(Yar;r2SAg?eZNArMb9>Hz7!Ue^ ze}L-G6QJpOjN>(a<@hqLzw6F>IIqk$&dadIO;Uaxn>{rmZt;{2qgZ>%Mz3bSi$m*w2pp72Hc_-*| zU5P%|UAW$Edjy|v`~dT0e0XmyZ+l$%6ZqgzHUFF$L*f{eC}KJ89cJy-Oek{)O-S~S)J_B7{dRYwbf-KL|&%%)YIs0s}vIEA2p|@S1 zHvF9eE%`fngTE&>EbE(i9?s3@ z{<)pol=JR=1R7Ny^hC+%ck?H5e8ZPynHbP?tp~dKJRhezhWj^)0(iCm!n zzyJSgx_=AmYvDWW`*<#1$9{#nN|lrIvhbc*HR(2dY^uf6*J*iW6a3wl-c>)+qk0S137ox%-;t~T1V!P{_oic39XQY4qhIxQ zW;u$_nX2)8{*Nv;a&HmGb94rE=O$$M zew%Dvj^okqf|2tsWtSw)%GO4`UcnC?MEw-%}x5;?559MJ^I}BWq%&| zUj)qa-|=2pm+_s1P7!ub_~ue*kRx_vLy zWjy<4dq4PjIsNRHb>#TE_Mq<64iwAVf~p+7>>kH(UP{srXvKL&TCkp?8R+r^Z+B?K zdQ3e~SFQz`&#Hr}d?iq2q=7FzROJZZZqc#i{YDkX;`7TwR`lY;ZgF4TH)Nl#Quk-wX;7T`D9kGWsxo|E-A4aO&u-rseETh^ zDhvyDw1 zk9r5=X6I9QT5Z?`+I_P_{){<__rSUXyf5BH@gDccIXC#&-sgAM^mcxy%^ms~bzgrQ zC`Xd^A-}Wg9`idcW@llHyFB!|9G!vB4f&g1etd`C-ggBw(-S?vD0sUwnZR@KiQiwf zQTyoaF_S?t{A1A7=J#9Fr0ejtjavtb;rvdEzQOOW*&3gr?vLgHb?1NR?VX+;@5gg; z`dT^&-Vq{@7mn-r^!YN!Ma%a8~#22?>(^=$NBF)`Vi=z z1}2cA8P~ld-+AJ^^X#9+8}zaIGt3(np3B4e;yvzzo9y(pf3X|Si($dn6XS@enz6SO7!JysKll2N3bo1+h=Ccn$*}4>H zb4rf)%?PSVJooO0+=5T#+228De+EsJu#Y~#BJ0i5Sl>aPn;qOg7tQH&bBpKURJq2O z=L^y2W;fqgQ{&&`^WEOzc!8{-uEcZg`r32&(B}LLl%+0%V);pO_#x0J`dp>vI=hYf z9(6sL>+Cl7RAg0V3@BT$FL#Iga9*a*L3fDj>cY_D{#|-pG~>FuSV@ojMeN6YA$r{G zD9GQL5lJ+e6Q8XnOfJObr;dffiSeq4>E$JHfz+}zoQdE(WNpxL#8&tLtH_0#mX zC`y0ZT-?`I7sqm5XZG7}!7yZBfPJ@Y$$ndJ>&JPq^tStz{k2@*8Fe{^{j>Xuz7~SM z);H*7vxEJ!EJYvthV-%fHuyLxsnUId-!n5Bg0@BjP&A{j-8;3BT_5({a!fSGPgMoY z^va;!S00pq6zBMRg+Nt-eYhW#mGxoiLGyDe&?O{gy%;@ive4r;Cp~U+u`f3}Z@{PK z?q$%2eRWmt1bsX45NM;hpYHnc{dJdjCCA(GJiItHjk*0O&d>EFbJ{MTx!nx(_33jr zpFS5qus_$C*q^Ho^ttKwfc^FA!=T>G^>*=UDzfRu@2}dq?T{nqr8#fwdmP`%duZI# zm%-0`ug%=zc{$&R`{|MYIm5V2_8qx?JUN=@-pzEbzspwdp{_fJb@y?1;8CBC=iT+z zL&&<)LNM~a92j{|nmkPE&~MB215x+&N0Iqvb6)>NA+I5ytp)Wpo~JiEr!aT!0y>#^ zJ}w>efj{AIF^uoAs}8&;&OU61x=Y|avNn$Q%=n``2k#E22>!nfADdej$nIyz-HG30 zW8ZFbb06Kzu0ek<fb zlj>raw~~FdKf?cB?EWqI9oLth7ArRLcbjh@Pp>0iuL8~86`+h?4n}+gx;jfa-hBxe zx&MUu_BWu~G!@jH$AP}#a8L|opYHl~Kz8pm*;gl^YC}m zW(Ms%o@yvYm9W#M)bsErq zlMGao-T>WGuB(fcPwCYT56D07fbI#`*L{IY$Z}mgn7Ga^ULQf$mG`sWV<)+v=ip?D zA2@zv9w^@6eKfuizt^Tx)93zWM~wR=^tl{GpNrvTP`6yzCAg z0_Dhc^z`gm%&P~1Hty4qd4HTtQ2|+Z&JUVf?9=T&f$Z~z{q&fN^z&BU8*A=tLKcPR zfojuGazb13Vii!9;JUlb{SyB4LlWrMO1y7Ip8c8iMn8~8zX8RGIM5}Kw#H)C&ujv1 z4#)9Byl2++Kg`_c*D(GI^Flsnx{pLw6~g}d?pk4-@3}?3^Ul8fKF`UC!t}b6J?QO= zoygRrJHYesu6B0R-Tc?^useJWG}ZQjk$Z1IHHrPX&iE;^Owoz;GU1-NOCNK7lA@sA zo(uE^c#o{@?cr}3&+~EieidXtC-(q!g7xgQdTx|unL^R`Y0-IuYf&!EqB=h4V2 z-G4&;bI=!T4eDw2K>JZu&>b#L*3JdW*2zJ0>khrT?-VHGe*wkv^{n?^!aS7c+3fV6^1nSK$@F!5V zTn*Z|C7>!hpY<^_KzC>&s6S;Nu2Ql87O%cU-4E^!snHBo;@$|Xr{*XSd#{F|SW<9bf%==+wieboZ zVGnwGNJ~&>tPPsk70IeRCue)-L{@22vA**O{A_z(0{zhg` z|KglipXc8FketXeK0W7^yGySo{6@~Fr{x8DT9)Fyv7+c%jO*=T-TumTWZCK_C{|tr zeZI?}dwdR5ZRvk=Yc8^x$@O_#qci9A$qDK!58-7$WH-INVKFF2&jD>u-X|-D^ImvU z?Q@RDe+U|v9u!U3uiKsn;bY^Llig>5k-w|SmF(Yj>?<Cyw)~HU{;LQmp6Zd+nm| z19)3+UksY=Et$7w2W5(IFKn4*@OI=pLGU-v$N3?7kZq0o^!Utupia;GW+LCQN47P? z`)n0Htp9eU*ZmNB)ApiQZ7=Qz%U0}@Wl4J8enI;Dq@K!g zw}8~0!us?e_S3dT@OCc#u4>CZ*xclPvRq9++nn^Tt3%2Q!Nc`d!%t#3`(9BbtXF&X zy(-WzW%keMUHfsE_an3ajs7)R7t?$33qhTc{j!?$EwUOLygZq-9|s?QM;|BN=PFLk z4bRih>djgF-4atlGc$NP+Z1FQHI4OK%yQjiWL04z$M26}Za;##=U~tu=?TjCcA(z+ z33JJ+9IqdI{v--nwWZJX6rPK-_fONellFkF-bPTISPGikbC^$0V7_TUIi@d}q6?`0 zYz2y@4VcICo;cHu`{t57S6ks zWtrk zb|2UCBi|im&XJk(`rm?={qbKx-I4dd+j|>WAHe(JeIb6&MR%-@x?G);XLkX?V?BWv&7M3yn@$x_oezjtR)O^E!z$oaa+J(y&ZH(0;;3;ZokeF>_z zg+bSc_r-~#>)~y={y(4?#_y}@jCq-hhWFCDABC@Fixr@+AKp(t)gD=;sun0g@#-Z! zZtwBCE$VXcT^f2la$hrjP@e0{a$V@#KMVfN!u4u1i*yG`^<${tWj`&3a=t7c)~Q#8 zzZV*YzPWe!=V|uAVtMfNX?j;Q2|mt6|LV%$@!#tbeJe}Nr^l8A&xStOKMOgr9w^t* z!}b??SAIPk&&!w@pjgR1+03ACZB5oA>!M+tUY4clUz>vzXF{Gg3G<8_5Bfo0gRcK5 z=EWn)2BSeUopqIlb(fd^*4u_*TqYX=+IwFypX~|yPdb9;^Csl(>Y)9oILCj>P99GN ziqrStSAG2~{oCOH`6u67Q-AWDyWSk$Te}^LaX)x8=Uoox+?TUYx4FBaF5}s+yZ(HC z&F-zudJFnob)e7vZ#?I&-V8oZdjq~yKb{3;izD=B(Os;k*~oh9<)HoLThPpy&U(wS zpl`r^b5ouB<}z6q)b(brv%7?Fe!X-})ZL*EKpVw--c(!m&_o@URJJ$ixpLnMUsl3Oipi$Q|zl{E3SW= z+eJBV_`mpkmV(Uhv7ffl^tD_=KdW)sFs`rD&nop>%<0)@%hqX;ZO+u7T%8g$cf$I4 z*(A)FU&4Fh4E-%fKSXx#+y@iiKT{j%Z{6u4>Sj9ML(`Q{ao(uVe_uR=EKcrY{g2@9 zbbS9@oZvZjbDR6+syzF0RhH}Q>f%B?r_#&@T|fF9wVj%-DiVzxDTZ>)~x zy1b1mh;e^3oQt3OHh-@t>7KGKON87n2gb$9Y~-2DeExVwK6jtz@MMV_@U(w+hAi+q zs5`P>7sJ{i%k_MpO$<+iY-5{;Z5tH}y2lMcv->?zyvo4w`#e9V zxBd%R#@7PXr8=PA%06BUn*&eV9K1(X3~z@V`92Bg3l#yy34Uiia=sV-wo#)&GrJPK zJ|Pt-if*URV+^QLH3r?Gx0x>{z|Stv@AUMk<@ENY@ucQHy6MJscNx#`w%F(l7?&{* z;B`@qzLdr3Q{9oC)i<~f?dH?(`g-V>i<6Q2df|)6_m#+!q#DchY0^73{xymF%Nyxoy=^8vm1H{qxo3laKMvf-zSj?7f9xA_ zp6koHz83tuhyHbWC*XI~q_O<>sn7mct_?XKv%OF6+Hb%HK)#AJFEY zkNwL5$TAt}>J3D8c}Y8$zV?gzqwb&ec_-BY5jeoBBZ)mYx|DqH?RzwSQ_iq|{`CyM;YeByi1WSz%( zy?G8U@q4Gb(_qy7Al?%rR&n3lK4``I5c*titAXrl2cP#Ujx1L2Jv94EPGmWn`{kxv z5c9K)HG-Xun~9E>_UzdU8|N=WzdA zZz+weJLd&W)pTTd|6H6*f-H*iT%76pC%t@vUXT18h-`Z=2UUgnpzb`0^*FA_t4Uor zzM&~-X0uUf@0Ossi6@6R-GQn~vQEkIL2Gf{}B!peWX#evRq}stLS5);?^H zEL+j@=2m!*J(k~X^#iK&xf+%E+_?8ay`7XX<@kJy5}>PH7_@sN^C9|O3{Q%zE{6U; z#VLAy*#gkz=}mv%stekv5}?kQ8x%z|g6=Vo_$)b(b5zfG>?`)e|W z_rZ!J{7#$Na0uS^^#_v6cyF9Mo0~o_^Bi9G`ThtV-vpXlv*_y*Jn!!6wnUD+=f`>r z_UUGND&~<~XVzQkSG)IndZ8`->lgq3{bSdMb@!Nky_v}@M>4yGp|AdizbBI|!tcp8 z!PkA*SIeY42j;)y`n0-C@2a2ZWp{`^7C(f(_z$i}`*-PId3GGV^(iTu(Yr1W`(ool ze_WfCrP&wz{G{zU3eVfQ^s%c=54-uKF!Zteo8C1)hd#OGmv}Dm-WS!5zLl+eqb|<$ z0%Z%*FYbY?uh7S81N&@|gxL@3#@~DN8QGVVtwOHTh0kZ`1d0K>X%*#`dBW}X0e&Fw*j0xx5r~gRbZdeAor|i>3^Kd@y+(bV2GOWMH^h4H@yMiWj z3ywdh&vhmG+`r5B(EYL`oLBuZJgKi;1yvgQ++?B8O;-Bc&RfrUvElxhR&mJUOe`sQ z4$eN{IXLxaPt@J~jvPNppPQWxk^OHUas2Q1K~tp|Sv?=?d2@g^iar-BdH&5k3j5~0 z*`NFTm+7^a^tq{e5ZN8xPKNJ~$v>7Nt2en{p4gYm)nidNSq-_XKcB1BgRI*LRO8x! z;w1ZV(WE}IZxB4*hx^?s+-ojQmBP5WTO72#xlS&N7i7JvWW7f4c2w~8)hwvHLm4^# zOFB?bdlQtULw|jf{k8Z(pe~C37k;u)&p}!G3Av7awh!y%Vg!Aye!7Kmo$)#-PF&&q zP7v;X$_!uol?6R6w2=x=|7{ua&mpzeR;c{bCH`{4d1eeLS7?-t9sjxJ6w$9(tg z_hi4NpenP7`3XI4qu7_rucx4HW{)91{|~6Q_hz2O^>%lt8M5793-pC5kPQlgI%5`4 zG)~L<5U#(Q-ESbP4m=+xPI!8GI^Scndv+uHMjOdR-;u|;9&dJjg)B>T1V!O+ZmvaH zWL+^A$44gxeIuTOSL2StoBr8adbQ_Nvc?QhZ)KJjhKKqfQ0al>rM{qO(mk*X==$+J zIJ+-+|4tLmPt^c4yK8X%8G2uwD8+i!(C;5-AMcN+V7)uP52MPhgQxwVSo*rpK<4_L zK-HlRs5_S@WBGj-@rw7*m~3(MbhF`P(a~g*_M`~s;q&E1R+o4$jqAhr*6p6*^!Vd0 zpnceYIf376v-k2M%aNHu|11fp+TKJT?iXz!8+{o1^NgTd@DshAn*F)${Ry(E_Aa?Q z85sHg9lY%NodW&Qm0;p|cbTF;>x;ObZln30x~p3b^~8N)+mpW4*F(Qtgg$nM=;Orw zX19P@j35)|`$61?wl%mOuD8(Frs`by#N1+E?f(hu*GcGU+nb(Nse-4^)6X`VRH^7= zn|maFN2TJrwEcn}RvXzD+r9K}Ct2o!{ z0iWAn9h9T^UYcnB9_OdY3%a`5Koh=8uBX!HiTAgfnRnqa)0OM(<_>)>NAE-3<=G0V zjjQRqp^HJ8>>G}M8O!?X(3c+@#Ck3E<*GvH%V%lS&Ckur*$qMaS4~jAr9j_+eYktX z{#&e|zxB5N?{Aru``LP0c04Cevfnm8v(HXk54X9KW87q8pY4y)*M1p&?FT)jmlm_X zmTl;5VR$}Gcc!n!F!tH%5C@enx+*|KaMrqkKNv|NkL+WOWgQQ4=kQmQ_cut3(%M)M(KO;${RHx^ZA|6ACGfgGq2Zs?{hvU57#y2HDv>0 zdEqPOSFqmpE7(7m8y9o@EcdzTYYPzDJM_0(G8?hpIRkVumb4Q2o!uA;yJ>=Ddf+$s@0W_D-nNv(f9a%*)7|KhuCd=?T2+?%$+;N1P{{9Rf|C?Vyfk zKVGz%$~f~7&>iLax?Eoqv5zUi{NOB{7o7x8%2XHW%XkO6Lp-nUo2^BxGOXhG%_X2X zHIH$8JSf-G_mOK^5ZnHrfRX+Z=iThj{DB^1{Z62o&br?0Vm^so-+(d%=aTofCMypC=Mn(WmWCl=)VSe{E)o#}DeF5DB_@iM$EC-R;d zS-K^?zA6W3cI}6+_4R4=_YK}J(bjM$5gyWz07)AqzH9#=x6(7>}T79V=>R>p`S&GQG9MQ>tvIi9u{lapBAU+ zVL6c$r$fEGmb8OdFS{S;XEl|6R#!uPJh(63Z{~!$crfc?cZ8nSndoCTlwNg&&E+Vcol0OXThC7NDuwoXo~pZF(26%E0-yHYqzY@0QZz z=4J!FXMc52?B7+KO0)lN6zg>VCF^r{ zpZ#{9)C2F43Ec0l->J*@R^mQ)^XjXJBfbDd@z8I7pZ#|K>hBQis04ER z3Q$d%2a40vnBPI4yQ3c=w)Mik_5Y?$*+okB*-iW>%n#stxw^u- z-0bd-yw2JY6e(Gk+x?9Yo9}9Y>Xpi%EX#FpGm9QKISO&y=K<|)u5(Aex6C-X?#{}3 zTUAQQ{9X3N<%P%eOm_Cg_4ZI_CncZjW}Pj5`2+KWV4bbIUtwJA5~w`AEyvT-@>AB? zrpAvLxAp03Re}4~WCHiCxyG!&OJ= zl0LTss&c$@Y0%{>3d#xj$c+OMAoPTOO=Vu%S+FZRrf4nWILw{byRzhrU76N6eOynf)qw_6zK2DW8 zPMMO*yKkIVYf&1QcViV*=N}fZvb$Jfm#0$=!&-3T*&~L227aa#}-ff^xoKBC| zVF0&Z|ft3)2&E zay>04(9cHE&+=E&{J}cf)C&FVoUEVar|tPWp&qt%=~H=;-t~o=VcZu9b@K8ih;6Q9 zHs=Q%btoprjd!u50&JBH&v?2GH)4Y6<9f*e@` zloNOkUA{%1`zQ3d$@z%hjN^VdU6uWI(I(XAGk9OS%CLd+wk-oA-#a1)#DZ=Z_q8iM z6tP&xeeF7~Gh+X^6=>ocfx24_(A_H!$}+`4RVhF7`RQ}nfj;-o{zu={yAP@^*FjV3 z0w~XOU%M*5pW|EUb2))NkE|~-uY=EvO=CRGkYOLY+|U=XyWfS(*Pa~Q928?%m)ix^ z5$nVXpgdcO^X{=8_bb>(clqdXyEm+Nf62bNUzrN?&7aTV4gc&BC`#O?XZEnp{?%P zsrCt|cZ>z?zTod1tjCi*Zu1P{yy!ll`09OfP3X7RZ_MXEtj_%E@?hkiM8@Jx(9AAC z&dCGXy_rGRgkE<`=yf+FHS%i8U+}R#a2E6h9pk!d=;_tmH|IxO|&^ikJsh*)J3as|7-op$h+aZH%^q|Ju|K$zoV)$ zUZIzZE&)x>x%733MPy3eCnr-4=Xi}Sp1qgb>;4u=Zn(EDwZDBAJD^YNJox8VI8fu1il>V=`QrN z&CR;n)@g(J>YLW&E2IhavZ)!veEQ(!vJDZ-wDhjaPcO@MwU9TpYJzrN4aV`L?p6)4 z7*_@K%c4P9`W@y=lI~FO^A^q%Eg73?oUgW2;`2?*^ZC^DxXaIeyH6^Nys425RF|H^ zxBq^3ZRQ2UV(kff`0L%|`OTo-&U0+4GktFJj7Q$t{-Ej0`(<=io?Fw~!aeToigVum zTzpT}^qimL3H|x#Pf%Ar56brRxhVc^$gcy<9t)~Vb2zWl6!KH*O~6opQRJQkNf%ZaSR^|$Pwt1eIJj|X92TDCig&8w`pRo82XWyedP9Y|k0 z$vWFDVx6tGo#b<~>1%nOzIOi{XOA(88?3cSA<|0;IKL`EEX`oES^=|tGJ#DJf)9%Q}94|W>G}Y;Ae_{k; zJMSYq=kjaP$8bNq&dUApk$W!TW!YgXS=xeXI`_fbJFL@1DV}RHecr*i z$zA}|JJW+=?K5~)U%yM=rn^sGz6IL4zk=cn@1?P|S+Dz|?8n>M?7zE1p)QXdi23g5 z`=Bq({<^AAgYP+25|pX(l4;U&UbB1ftzCG5-aWSmbcffIhj=fnaT6HJ0ideXiPYR5 zCpVT0^SM7RavvXJ@jQHQJ>?zt)w7?c$J25BTx~rGFYCnhpeQzr-Yz$q@oAnjSGqD{ z*^zyA_lVzXiS(yff5-hCe7y^l6ZxGMn|mt9xAFVw>T+AoYgh*qrQYWF&OD&$#r^O8 z_#^n)C;bY#2fOL-eyrzp72ZeV9t}fYjAOm-9%SXb8js*}F*bO)8hvd;U)=q`ye~vw z+uW?T-648gO{2Gy`{MHJ&=(&^U%SP_>6;jOTD>w9u{*-Px9UvF4*ijjd=~Qp)Q`xdf5IQJl!YM!!3iKE7Q*|KfP-Q1}~qf!2ex_^o2;%ryTNj0R3xrmqx6k z=wWxiB**hI7A?uhzq^rFu_eNIaZsjulkD^c^SO(HqF6ribQEY_rO#ElJMgQ2!oIuy z;51^Hz&hP7;Ci|+;r_Uc^t!t@i}NOp0L8c-pew-jbNxX*#*OK7QR=lYFCD0+(dQ!N zE&BAzMS653_rvLE-Xr5bUW2@xxCAtR%m(ek|9ehN?-+!%W&;3Z&=c*!oZvIM#aa)h|xo`G2JSk4m=l;nV`t#Ni=AZ8dWx_Y0YrKY( zOTfr=2pqpSmHB)0xhg*lv6)Su+uNNHi5K(?o^)wDH;ZSJo?@yQBMSEj$sEc)Ag$G*Aw zE{@|-(?Qdl{?=K>F+YRe)`_7%{yV)a+HhaG?m<8MC;c(s4hYQ6KDsR1m-z*~`2K7? z7~j_9Yr*5`TO;;`VnF#`9Z+qp!gwR=bAO^N^BLX>^NNFFO%YIE%LkfXSs7QR$HnvX zh~3bXpeS{n9u_>eF2?PopRa!j+JUj4FFc6z#_~Ly-cg15QEz~9VlGg1&HzTf*TneB zL;7|3@1QDo3Uo)m2gT|2pxLtk)Kw;dzG&DNpSK&wYtrL#Jw5IYy@k9?pvT>V42UE5 zNx`>z#x;7kO}H?pS$$fEl{%`QN z-FFHUXLf-u-v}`BeI$6=-dahIPv<={CVl{YzP2H#ue}NS817$}8?V#DiKpr1aR)$m zbOZBQ=Pg7?)KcKhmAoj(@ zT6)^v?uT*X`jUV32JO6FeC|k3=KGP6eVd5=6V}*2^f9DM&P z!PjlxMl63V!+bgV*US$7%@Ej?9(F$z!#vabO)@+EYxlE1?(P*tUVlcauB87`BJW$| z=X3FSL7DJ6*^#k7&Ur3B^R57Wt}b)^+~&CtzuMY~pg+d_ae60xuB-AKn@GWRbk~^c z=)OhR7q|64e6D$4(8PBH-9L>%we@YrM{1y0M%L&4NBZ0~VSVnFvOYI^ zvhlsW=yNssDZNG>%=V_@4A|-K%cusvk;r=Q~2CT`dpS_ zeQtC0L0(^@&*i6FH+P2{@jX-NbK@!^PVTd-t6VRa6S!V3H*%faH_w21q9oVH#n>cz z;mmEa4L$B2v2U)svHtdjS$E6QKVY88zK`tdK!4&}P)(z+eba9ciulYPb+vCX zi0_G|mt|UdS$6En=U3CuB4zOOeAe6M)vg%V+q#fF*-!T?I`Ms*+6T4*&1`zyhI48* zH|ui!Z3T?my<9)nGfVQhsc-VRzJ)>2DnIB8=4QUuE1>Q{kE@KNU-duu)-O*4Mew<; zy^HZ$-a{kCPD8A_4+WKOPhPGCx<{qS;e|k(>s7}0Q-hK3b;7e^9Q*FF-9dV|BiGM$ z;xfc0embZsaNoP!$a8ICb!$GqHtctc;r?~GF(2|a*UO+E9nPa|W=a8)B24{dFfV(!aTmf+l_|nE${guuSA^|mNMZ%4k9jB(qao{oI~fzSU&FRQKevOivj?`akK+zW%3 zC$Wz9Pw8iInsv1D^t9c_dOEp(t)_)Kx;i}_IR}LIn%<@OckHL1#X8opXCJolk6O?&;GgWkOi@s zofTA@IZwVviq@pb#&NSN4WHjnpSyd%!MCC%>vQ+;0R7v48}n^>&y4wg5n@wwIw;f7 z=b~6Y=KIm-=G7REUyKHQ(XhY$L7u6`;>eANt&{%8IvLadE#u!7gSI|>?w?HJb5H)m{D2{hi~isG z-2UAXdDXQcXlm2|<%SB3vy}w@y+5_-YltKF?{VHa_SyaD=k!L4hoB1goSRx#5zF_^ zGQWi$k9_|cv7X6#+t#PIRhKQuyG03nZsI!74q$!lV?tj%hQ4+~Szqg(i#dP80?>av z7c@C$GakiyTfR+i>*(p6|I!pth3}x~OrieX#`;^fqrcrz*4M5{Z_F1dyMy)?ee4?1 z$MV+>d~Yh!7Yu&x+?MnAlByhO{%noB%OCu`rv;xc(-hQ|8-QxF0?nV5KxgT3^-8G2 zPto7@Z^`*r@_;_v2kQ<;F&>o`l#|kNUis9FQ{97aBj33Mb>b2FcNX`>=^Z?u?qfb> zz909y`UW8VMnR~1LBt8hJClzIWrn)p9K9eo;<2|EKz-UESLwpNvF+GjH}PC2S6xTI)3$#X zP^O{BZT<3y{pkFlTl6xhcd{OL4_J@8B}eJ$a=a%_P3Qfu?r?wPBm12|ajH0IX0cB9 zqq@`Ed+LBTcOg*eB>2}Y<#*LgpYT1kSbi^6rDI+0^3CGBM}z6>tj$5=%7XT8PUd&M zfNynXdfc}-fmoK^0Y<*>Kp$s}}=tJf|X1#6mcH?+Bf2HF(B37O0X`736wpiVU z&);WX+}Zk3}Pn+|Lc_%oRDmHT~>Q zu+Qy|gmvblq0haIzLxLN($;f<_^o$#%mCftQ*RV>e=i*bAD{{^1A9&dU@4fa~XKI(=?x^1PZ%`wKiOTK_g(;eXif3&*gip&rOZcZ-0;Vd1T)wo-^54pR0`Y zx!S_|Jo$SmGNA$Hi8j?iJE%N)r#Kin*8-XwuY!?&AoEkgzPFlB;RSc(9{JIYKo8n^ zr$L$KC}?i(0aXTiT%@GG^>)_Ty7Eel>)+^WcbIjx`)EG$Ht$?=K7DN$(AT2%4CIsR zY~h2>M%HW_|6JbVgpLrLRRX`dDA5 zhn);Qp3sc%vGlUZ$=DxfEYFkfA?t6WNPD*tp3_nF$>^G(T^J2U&QpUjEj?~}(c^ks zKIC1)Twy#LXme)(b(J(^=HTj^E+^ zu%>1^#Bx#tP{&1+QH41#Zxkp5`|L86hj&#*-uG^5Y(ne~Eux=`P6l<)A)rin9~5UA zGhZc|@oIj5RTRq>^1Sa=Z~K#8Zg-kKPNK(sv(<=IEYG0{!SAuyyX>orGfgn=2J?Km zA5nnw%VpqumUADw>U@=c9(x?L^EZL6;Ve*f9!OSr7c@2B26f^~WHi5rF3z-uzui#Y z6C=iQAG;7-FSoh*9dxn!7kat-?!eW-*R0Fc)-H^5^Ls3!R3XIXW*Sg-q{rO@_S408->KDKp9@fCgR@&yim34ezhDnQ$x{c^GTfAFMC#k^}snjEBm!gX@_66e_uNtNLl zp7UQO(X;*ObJ_71zArU>E>dtmoG88=c{7LS)x^&{e{N>+{JEXiljAwLey(&~#I8UY zP<7@0_Q*YAjIZ*%n!Qb*o4>ff-F(mWb5ZPj_*Zw|L?-h5xj(T0u|4=1=o*g$MX6z+ ze5p6+-*}&Kr&i>JMxZO8K#`&XXll~urWSp!D$wWpT3U?j9xv$0H|TSj!1~Sf(1qe1-O)i7yM<+?km#$NSqwu`%$t&dl$qnSO60_RT_{-MyfX z<8Oez@Q?Iz!geyv;xPUnP?Ty#jw=bON*O_4nCH~=&QtX8TCR)h>x&WV>z{ybIM>Bh z?0dn_F`S>WI>+ge$AGSJBgW(FgXTtE(8rMC4E?RTD&`A?{&-2&-SS*{ z=2x=5RvANmy`vcOBk5hwc`hHltI~)4X_ub{-;ufsX>QQF zBIRR@+kFo~y^}P%A0U>U7`yxIqwCD1`6I;9|8U+$#=aTj$o-Ri-?fXN8_IsW-X7}n z#Vhz+`_DmBV;m@c9!#d_2CDR}$(L)BolAi7t(>48NT2J(hxBWc8}#bz3ydEg1LfC_ zJiD2EYZb?b(dRlY_m+qoLfwvo84SL7iUvLbU5Aw-Aw+Gp8mlHyL-kLtQ`^sUSx>StwZ{`p0qtE>buABSig5x0#{+oP=DJDt=RS53xd8G1edj|b(&KjD4#X<^m4!u_AI|$+WxFJJSgd9}u7by9!dB#U)O;|quLATZyE7lh^J#8y2E?x6 zW%%0W+6`If&&(et$(rwMK07 zmI7600s5Hmz0@<`!M`fqf9d0eJb!L;v!5P0w~xG>Sce>64%F8Qg1!aoaQEmRcsuf) zL3;cmznkt??PVP9WAjDF(Km+;s4@;GxArG1^#<*&;PDfo9$!e0tBmxx8_GIdtYO`) zDmK7#q8Pnx=hNFJ>=QSCu>MvV>2LjcWz6@5D}j1jImXTDZ*w#F`*9)Wi?Z+S9?{=A zj^6goSy$_Ka`HV@Sx38%lGl?%e>)4k?MJbWws+`lUzmQjcY>cC>t>liKdUV%@Ls#0 zb+h@4b#P=I10GBEv0L&8v922Y`}IBgZe#FiB4c-i`_ApHTNwAvLVTN4-`qyt?hl;L zd2%Aple_#k`P`^KLD7b>dOwW6&iVScKQOKnZ-B|`=sNKPpMSXlHR z_xq5~XX!*{iUDQW>g0RD=c#fbHht58eq|E<+VC$>oZ|j=d*B3O9kqv^U9kl;fBqM= z2k3KmZ#rT(j6T=hMsS|%NA{)9<)pTJu3ii%PP0B&n)SKr%>C`+MShH{%UnO#iD?k) zOxzFWzfA78)8{%a?1%gDD1F+(%-f&>uyu6HpcBf*3b6#JA6+W zdN;B!lh0o!^-T81eIdrKL5K^|&!Plrs+Y!d=KHrmQJgfdvK}}6=yBho2*&mGJp7%l zSwY!}{dDn*Ky2?mr*8{$U0kfbM!z1t0LnDnzwR0zL@Z8mAG;Wvz~_>9K26VHpWWS` zz~@SHADqqAgK<0hT*Zca-S-tiUTL0JGui)!f8_<%<$5RA%XQpRdV1~@&@UfKPY>-3 z>L~Wt{fG*P<#?`>ixONXSCzQm&1C-_9*%ss6Ert@znecvkE^Y5$g9qy!gyEE-LDVo z>!lb!;yyRMjqBq&@d|vbDxCmL&Tr`J85Z=T{=|N@m+5hFW)kAaegQDDuZ(fIx||pF7W1WEW1Pr)U}cBj;cMNU{>F1;ta~@3zwJW$TPCm$SDWZ>KZ5>t`B{J4dWG>GbE5#?dzt-lRUr@GzwuRa zBK@tqvEKI0>F>yW8yI&F>2EoaeQJ_Oa!} zC-9cuNt(IzxEn%`o139NZW?^vo<5hK($BIZy(`nw$0{SeD^veYAD*}d+Im+&ndUNR zzW2z>Qvxyass{Xf82`LE|^ZfHUt!7 zJA-~CeQx(gBbMiifqKVlRUS$YAUqPR%&f}2R-v*zrWqocxe4q1U-vxbA zebDp?=gu?poSMDGb87x6_rb|evtXVmmIk!@pVBXx@6jXsuG23UE`j1S*Uil=uABQ2 zdy!ARhs`ehn)8aU0!{D5jMse*$_d=BCQ5L&&dTO-+rw%OCcO zU!}L*Q2JVa{Vv~op&6OFDd!Jo-`u~^2(gK0{cUE|LTu;P;QX&yU;9F=pXI0YurEa4 ziq&smo|^n-c&-@epD-`avrn!r)5~s1Va~f#i1UsymcNpwR-h}0aalG$D4yr!{Eu0e z>n!xRj;6;|Ec@vy-6i5a3`Hs@VY4(76#y0XgJ#ON^M653JUN~7gj`KUx=b{9C zuB*`Jk?$vSd}8RcC*|hzTe<&Do(uQLtmS%nKC;q7dOA0K?pN}jcDI!0 z)spXbb&J|^UhPt#zWxds&3$n?DiNNxcMs9$4f(xuoj3xq-dUfFejW59cyCPPyH~;2 z@t_;}A?R1K9v8*JcUjWBjl3P0ye|Hnp1yS*bc27OzhibVzmWd6d6ytIHRC`%BlOj; zk#6`$@S6U%A6ca*sQmk&EW`D2Ri5>@z0H2QD9L`hx)SQ}{-J-Kt_GfSi>s3P=x=p7 z>{I*rZRTGO_4glK_ZFWNM_y^JciTEe5Sv}}xH$DXV)-dOF50kfF4oY~PI4cZND=zp zXW8#I)mc~j7QxGv+4pt@=w-W?{cZU+eQaume)T!7H;c8QUXHy5Pl-?HVNpEP#p8mH z-=~jlJ=VeIPf|{}&ga?$PcLU|_x*;vFGRXW^tWqtmHEdWG`;9?XW1tgYv^NBJ$PK6 z;rwSmgZ3aju6LY7EY{H1I_enT_uWy>KOXpuboqZkUca-Q<3*Q)cEDIrUHJeM8ayBo}YyUWl0aAp^MF2~=2C!M`U zKA_KisL$=f-N>74TtC-wYZ3b|>2voHeeMp^=l@aZSIHI4QAc#UT1&Y?qz*#^U&LNLGbk= zdRivb$8#ndeeH&@-uBBB^5O-(ttwVyT$28_xhf$}uD5kmNyP4TdReBDh|QkYL4PtY zsIHPSEty|?5OyadmmxqQ42My9$=KVJ;% z?#X)Gj}nO8;6!@52K(rG2EU)GcP?VS-%QZA;61OA`?V0O%OBH|y-4-)Kzj5tJ?;)` z#LjjgAGYFn=deD0jvf~&>mzUeq{sC;?4!%nq5jUzeQfSNJuaTJkFH*(&rOapcwSfL z{zBYZsI`k~o z&-%0fpRcdb)BelQ$6gk^e3KrQ387x@PtV%iq|S1QJ}XDxs>`gO<@!(uZ=`q4+_RWx z2a)E+FTs1Pr_~ht*r-r9hx%HMXRJTxxR2p{U6s$9n#}9ZIL|fu5%1MI>2cpQ)ZZJ9 zATKYH`g3~Ren`*jDhK%7wXZ?7=?l;;q0ddu{)`uQ0>vjy$Z^$}FHjPczh(#hN`99` zj=u|^8bzPmeLvH`clU#`Ebo=k*F(R3AM0~faWclmS3Iv~>kdJzKj_8h&T)Ucz031z zI<5ip6RU&C=g)o7HyMx03#zSIIBx>`?e1Ri`KR=`FB0~{_2&AyJj?TH@@uZ2t8ZAJ zoA`C~^^j$tOg)dWoDSOB?6<3LxF0UEpA>mtls;F!Ibu_-E}wgy{dWJfH1oTPfI5mk zH?`<USdRo0-na`DBzue3T_4Y;f&26r7 zd~P}W;c_DVom_YOBB7pcK~Ia~xiDXUo*h(Ev+((qnaQSEK{1B0x=J7G-=dIrABFe> zj*By-eJ#AF1;^b{*5iI;dOTU z$FqO#hO!P<6~j9B!Zdi^7fD{7c{( zV8S8L6*x#Aeo30%q&Q8g$@@6};vUfEp@-$9@Z1Q#$NWY55W9au{FuL|xAFINVtDT9 zPP|W7NdQI5IiP?13215zWxjZKP^NAP>MXTEHTiAk+ZP6X5$=ogtNwvM?T1%Dk&^Yf zd~YB9ntm%e`M;p45qy4S3iH#(fU+!oZgPCUcp}fA%Z>E8cwUe5%T)z!y|UrCqM%!n z2Q)V_hd4FI&(i0j)Zg%@KlwXZ@B+R1{RvQ{+z09&+dwyrKKF%|bKZAznSV4DlpVOg zU0od<#_4l2mp+f|J3-zqti$o$?6;fVq2E5A^|`5@8{@udW>Abv1-kr?>5~%lxodC@ zvAunkoPP|A)KOsaJ*;ZeM#km80{xFmKo|D2tBTVRn^_Y%zH$sGK4E?CY;TVL*%{P5 zg3pIHVE)zM?+x^|+ERh}Id5}*&(fgH#dT`cmA>}RN-#fw{d1j(^|xq6f18{6_B!#E-%c-xE&bJd8N2sZsO^2eJ$Jv zcXC{q$9v(-u9l2*R|DN(3HpN1;a`=3=hDRUy@>rvo-enxXCgNJMliqpJ<#5&35vBP zIDX?*P|rxoc+X9E*u?(=`hvSbxt{0Ah2S|fC&zI-rVr?rvMx8(cn-}je2w{`FW_Id zBzc|O(aRkcgT|RadfYu?J?=-d9#8hT%9x4oImG_De|iS~_09O*6}NN?eO!a*)ZEa? z!Oz1%na~l`*BgMgZgs{pSg+gq^ttVy0B@U{ok2C7>*aRe^Wf!6pgYX-XnNaR#Q&Z@ z%gudmqC^hlRp*EBusnATH1S*y_XU?B_M@h9JbWirPULsg)Mb7r)vv0LalNAwD1Hh3 z^{7Gcp`65Z^5py3v0NvY30x;v<+wgB)70d6Df-+ks)E=J4jwPc`rFhj z#r)DxhgTxa_ir%&NP;po_qVBOuOjxx=yClHJucI-pYD^`Pxs5&N0$@XKNn-@aaHa< zeBvxU?whgRc87zvmxT4`x9DqIhjq0Z#yZ;8X8+n**1bjrKR;vt+MlG4)l~XW82ZtV zWWU;eNN?JC!NVzoFIUjRcEDczeRjSB)i>YKe;@Avll$FbE&JZ$=WWQ#c8p#AZxP#i ze9krc98x%j&^FI8ZQS^QC-(_Zpzc+cjCVw~b9UwgKKVHZ8&0YZ7FJc+b8VTwh zy+PlsEtq_6&DJl2Sf0zvd7r<;c_;3}oBj=+TT|s(pZmhB&)w_vx!m|A=RIS;U2b5% z-5sLO)zrZl*IDUvG3Gt`_}Auqt_Xc@cD;jGT`J9dp~9f}BsZvcWCGoTRG_IrpSxl7 zxlW|dBYhTn*8NC-KG+Y+b~`}(+WJ85hm#4jIdAA>(B%9N=>{@?zXvE2I*{w>b9IG2 zmucwp*RJG`|M&h>vG+*D#sU=1!Wm} z+7&2@*whI1bz!bc`!`6vlYMisE5~@$7fo`Z@T%_d>m#?`6L420be;zJS+M zEc@Rw)g#7R?~#>Ab0gHzWA7qwZUi4sf5Legd9F;RV%@E_-a%f^Al;JizA21Vg|J`! z)Je<}CFpUTbqk-nwwjC!``oUv4%gebK5lRE-ZwR6D(0E&lR=e^9@p1cmq)&Dh`cBf z!+Cwmfqq2jv!7v~JyK`T$5HIF+XKt#<(%Psc~-BNzP+}^E>akZIsd1Rk3Vwu3Y zTwl8a4<~;QO`Q3b-X3j1Ietor2ZLfQ_pi&+wGgWcML>He9plY^(%+NVU)Rwa5v$nG zN&OMW6WV~L2ESi!?-WFA@9-R&-1r#&bxU|2&4ll#*@0V;S6wY=a!zC1`D4x>-iv(1 z{ctK>Esj?z1Nss9$rfqB$UU+2c@5sjZs)&-*yepmKX2u|>+-^q5RU=PtWM+&o;&kT zAH%<9&n3{0{svU(7Sqe)CV)DQb-0S{h}bTy%Y66ppc`C_`T4JaX4f$IQup`}6sN;F zc}Mow)yr*=xBJ;&7p5`it>!wpnnItuqY8NyTaBE;zPioB`dd}ty0}cs^>CkjzU+4~?c?NwgFNFScxDVCr4)yMw{rsIz=wfbhib|8JOD$Zh@dlD$qehj)M1DM~}9TYFxG2f6rmltazmSv(r zovAd(2NwqYlUErZqR-v%l!%Rb2%q^CH_0RqiV{DAGSy+w{_U7g@eOEdtOJ!^MsA%4 zCVyX4USM4=fBg^g_73ZEf3hE9QK~!hx8DP0s&_%vl|ENjgU>&t&+Q=A*~#nL_BF0c z+i>2?zd=t&>KDH6VsBS0R zUt0WS#5NcGYwxh0ws(JHKKFG{w7CJAxjbK{uiZlIN0GAZAB2Y_s7oRWH9yB*I+XU*Y^tj$J6R}&$@1oiReG%JR?}92e@_&)@ zg0^mXP|x6ZSd#B=cZYAo+j?6s(2wA`G;!vC@U(ltb7>}i6=L6PGN`8X26Y_ob#sq+ ze%uY_chS`5{qV4F!F_G=B0cUJ_NJe2vJSU(YcTFrit|tA49}$kZLT|${@>s4j}3uG zeTzPzJl}~-_W2a9m)nD(E^ps}^9$AEyid7a{_pp|(p6;sB0cU7u^yL`xKCY2abKGs zU6Ait9_sP-^thbBb7r;*qCA=*9!?Vx+0YjPX(kN*H= zDtg@J<@&Z?7W|!fit}2q&KAX4ueyA!V|_Tk<-ep4ebeB{b)hbvN00hu^sDMh-@1S3 zNBtRn?3>ZgemU!1neY{Vw<&#TZ_}SXhCX+TN&5x;>XYbuQHoRXa=x?ScUP>&-($Y}FK7>bN#)7`rc+WKcfv5x!U)MVD@u3@OpN73gtd@of^;rh8BF^JEt z?hg8*9T=CS&-L#$8IP+3s!b(9^Sxx8jy@ObG9tDgz68n*kKsrA8h!4Ug?{@9*5_)= zPaGdWpZhns&)xLfh`jC@`t8-?5UWe$LH}$7Xl8xL_>HchT;CQHZDT<7O)chAy#u-e zr9l6mN}t=?Tf)3Gp!v&kyvJP7 z4P&1@vQEf(tw(`2*B~+v>vGjaBQ`bLGQXGm-gI<5#D00Tz%pR+escc?JuY7g>(VRf z=YPLTGMxQ!UoiB^Uj%QjeTnaj5uo02AO5oS>1lnP>($AWsm{}PGVngfWtv}+H#bAR zA$@Od((|So{cdj3?`CfJ_d%sZzONylGmiVz)fE^1j&DF6odBwGTpt%DxIXTW&*ym7 z;PD&uxXEsi_k~A-ZqZQ2CqD#5s}Dd`sROyWDQM@v!#HDpP+w=C-5+VqS`S3mT^Q@Jio-rAe7d3f-eRTJz z49BAif_7kLP)&abf16oXK%4gmFmewzysBsR0>zlljJvVVE}p;3_%rT%^GWo%i4W`L zQ@Kv=ma?yI2Zr_WTg?r|ZvIhwG|;Bd^N;MSr;Kp!?w(D9h60wl>$heNlQ`O+Uu@eSZKW`w%$) ztx(U_p|2zV{X<@7qMy~v^s}lE{5qB1l%42Bb%`GIqn6`2m!Gj5Pfv;$tB_Zn=}*y? zdG`_LtBmxgYh*Fc4kXnk=KW~a%YG%PH1p#063jP$EC!S3nc19Y_VE4wDPx(Iv91!h zJ$SoA`29nCpFKDq?{oi5PPw%$H=p-3`l#*fmaqH+^B= zE8~9*J`eZ4n(ww@TxVIud4=e6*=Z{CS?P24(LluR5q<7{;JI^GAo<)meeRmj=i+$@ z%r|{`?%d4cIW_SKeQs{1z_@HjpX<+fUd_owc+>8q&s`(>Tvz>p`GpP?#WsWTYx>;o z{S2{R{t0=4=hW;Vo>Nnv=g$4JR(vjPW6q0FjMG#C?H47;c@or_gU>(UJu+h5|KK%S z`z|QPCDL;}&Vzo$NscFfC#}hM9FN;1NW^QrllXql)Tvec_b>g4! zl$pyqTb4Z=JVyE!^s~JcJl!GWlYYcJziK}y6WI5*cSAgJ5Ay2rUXEX2-t;?!II^Dw z^hu;Bb%gV;aGuUgf6Mjkql=UqFfLZF0^L&9;lA)9#PZ@iay>mR#!cb8hV-~N73y!< zA9+!tH|UplC6n5LsuKI_YI9BIN0$L*!fT+-#qXWlyXWC!F^=Ccm!)~mTvgyXbA5dv z#!Y;CP<7_Ixm#KUv7E#{yP5kBJS)$wN?(@?{q>EC<4@lJ zZQhKa*~NWta^sJ|*Xu#mHJ02w1oS7{gECcBP_)Sl+FL0>cZl`4x%m^l+~zyb)LaGn zq)?9! zS%?4IPp^6tdH>_@9N%ySOx|Dan$Y8F8rQ+q<>MH4Kd^r;H|*u}Z_wlNJnL;+o9oDC z7JY3OvaYtZ>0=#7FN&||Ptk_{lV|B)nTq2&k-iir#N9dW?k~XaChs>>lV>ANzGqeG zc*Jr7_oKPRa}ldcqqR7U%oj;DwmyS2C7o8N0<_FdsvjuuiTs@p<`n zcyAs4zWHMs=IhT!@pmt=J~!3cFy2xRbOkDaazi05f&S^Y zpw7heYQ89auC4~3&*1vGdq|(lv!Ome(T?w_-GuLX#&c>qt|DS_n&-~N8v0zU&5pdP zkb%$T7G&Os@TRKx7bsd@qeo|)59Io}PddoB$}UizXMOH}WWU`Wn1Q_biu>ASJML?b z?2AF(e9wJwGBwYsi8j1PM(^akaIQf)zJJFXWEI{E=L=>-YzL(UMe8TQwW-L2| zd3V`A*WLMEAr^Dq&^e%vn?;6w>B;-r+;G<8I`bzOH#g{UxxNpdAKnF&rQZW>|CXRH z+yFE=YcPNJZRV2-Grq(9>~1K(Z!XjD-WWA~BmC@^&ZW0Avd=CjhW+fjS|IO}DuLn* z*UcmMIx-)_{crl(F?#v#26}qsJhJE*&@Bpe`Ot=lm3|Af19Nfw!BcqH7xbX2u$yrb z`|JMX$B1R=E}%G72h=+Xfu;uUdGkr!w=Ty1Nbh#u3F;YZ$f$VGCyfNfnGZnMumxz` zJD|My7O1zeuP#exMXaXto>$qC_q>`L;eOYP{or#`tqJRLnHCf!xc|)#Tu5Jc>`#9e zYYO`C{WIfULF^9SrJsjxBJcMEO+4#xdEqt0zF=BVN8N>|RmKaTzRo&aPTY*xEsZB1 zjReIyuA7_iJyRdfKI`|R#M_p?XN8_>I7g?(>B>2oK!Uaq%?x_m|0=QgV- z{d|Y(}hUZg$h-vg6B`FVCkYJG_7g^ygd`m+R?qdF~eSKAa;HFA@>Eq4c;& z@hf7{>KC%uPn=(f9+zk7ao;R>yy;Gio0{7}caL?ryuiM-t;0In7YaW9oL;oINppjK zRFxL-cSe)$0X^xO(1($2d3^tanV{Ur{Bf0wTO3IC1* zLqM6(8FcxYl1r;F-|_jXltN~50g`h7uo%8B& z{apFvetTFyU(z1qs!I$g+SUS1Kl*lIUd&Fi=Q_f4O4T@4+ zH+K!VZf^Dz;&ZXDfp$O?=O25C^VdCw2kkzto9i8(KF#}SZ=Hf>L~WvbDvjyE!zQ;KB$=zVq+vXQCO}{p%(t?_Zab*k6y_ql|Icf#=Ho=%3(cH#qEj>pTOoyvY7~@;bRY%sO0l zxC_q;@jGbx{Y>vx+6(HP^td=Z2eE%Tiur9_$tp3R&0PT$#fp(*xz9~i;=XlJA|>)F zBiG4&!4vSc>O2~hX&QrmRql{~3_qJ1{LZOJ$v(S3-j^Of&hMwVqr4x+<>Nkfz2jGS z+U8vVx+V2M)j1a^)~00s=wI~nsh@+dcanqu3+ipLpf5U<`NOTqhkfbIiM>EkitFcU z3+r=}qZ#tPdGPuoo=?-iao?M*`wpLL#Xh@^W?k;`u`ZXXS(m$f?62$JS&!Qf*;n_= zd4Amg$a-8?p~oZZK=|*zZ=M9&FX(Z-E%eiGu%9kkh5c>!E@Pg#aUM)QKc?eOAdc*l z0QHW8psi1j8^!f-ck~Ozm}9rU>D6g(cqy4ar}RrydKZzV-3dRxcE@%OsZ z!|rJC^N&-I_fI|r?ScuQ$uXYsK6=vKBjtGJRcFp~gG0Z21)n$Ze4k99_kCghp1Dbi zuSk_H{2fbJUnl3?(eUqsJRJ8wGS(lE$?wxM`S;uYllb@c=HDZVjYO=rbR{ow9bHwZ ziP(>Pi}S1JCU2(Wye*I5QJedB`uCU9^y*3nnj9O+oQpv_i1)YanFg^~!}DtDYS`c2 zhWp`!;r@1azYgZybqe3f6$j}xDQUxJcZad zJq)_WyiX?i`)W21?~_sG!+y9;+~4jC)8}GMe?E7p3#fl@!}k?#0-C?rXSe$+AeQZU zU%OwH53x$09khA>zpll0D=;iLayyIZTq9aX(FH`F(!R=b62(-|w%-^*rai-!om; z?mWEC-JA35k^2eh&7W_P+kOSj&Xdf)aGqUl*^8_m;(2pBA`9710)wm+E z>RpP@*W!M*$ag8}sg|t6)%3l{ZgCDMqdy@}(YtCZy(*(;pv zn&SqBdt3YQ-d3Abf$i=#eZBq^Xj|_Bb>?#BUEKF(Dt1LS~lu8Zr^P0?=iYm$3nIc`~bvMu+k>jC%RXM2_Rx|+lv=&>A?x$6u|Js}kE}~DR|@m&jR(QYZd6}To}ka&*BzL1 z>2vDIC^XozZ!b5foR^=(w}_WQx7hu-D;f^S_cy{EPYPmi61ez7`( z?=SWy=&A;$l4>g{H<4m3X{+!#H6w5f-)AcYzjmVU-9h@^uOf@SkLKI6UuTm_^WO_@ z6ra~+Lwl+4{F9_@#df)#x}$0I?Se+2DgPw%h{~XBSO)ZmLtTFKHhuUR=h@ZP zJo+-0^XzIS>vD1QE40hvoM(^ht7P5~=Gou=2w9imy1AS@9og5S&+YCvkll@upxN;% zD06waFU`9v!D_Vb|qunDMU)CcuB&a?YvRXOgR^5mbn4^BVD9oes7y{o2k|ClN{oa2TDua0E)ZC^vXil={V66d>J;aI+B z;&^fy>u5ET^yAqsdvKhM;m?cIxf~z7?Dlm;j(mp`jNI!D$|>zYeLfX*qgsJ>cymxp zYQ+9o^+1zIe~UDU>{2R%cF}{NZ_9dIpQp#|qVx2zJ_@=epVQMxOTftg@7bO*6x4a0 zKr^^GsN$=FHt9Y+e1YfEWc}^*_e`#ryD_ZGRn`!+yL}x%-Q-!0n;r|w&BfWjl=rsk zW{2tVS**)-Y2No{F7RBrpUCxaxiQ?^mXb*iFXH(!JN!fD>#V=+aGn!)DbJx@Z>vL3 z*Q&~#M{m2rGR&oU&zp$icUIh(oAmO&^PpdqOJASL0d>C**nT_s{OTjfHva~8Y= zD!#^C`n%$2wvX!q`kIZ&8jpf%+6{U;YCWhk{{gxJ0h$X%_4sl6dzk}ex3%O( zI(S}}eUk6J8w;w0$JySj9B5i_Uj4t{ekRmpY8{)v@fWL^z)mi4wc#(8J^ z8vSi9vwoFt({rK=JtsF9K7TRzH+dr8Q=Qa5vz`@e#-m;SiP>Bv-HniUkg_3tS=3*Y z#ai}@Iur07^$g!HPXzvd|4tB{!p}d)_sNr_D#_>Nlz;H|Sx--!=KSvv_nFmMQkMyN zCVzjsdlaARHk6F+OK#{2>RF*qU->k$t@0PpwW&hx`!gB)8@#IX&e5+Q@m#tdzw=4)?{W#-osZy8(Re0O#FJMb5k1#}(VhHUe!-El_{(INMWrUQK5Tw&&cU zKf7{Ydu0DJvN-k)+v~F~m(khCO0zCE+gX>J!E@1WwofH5zX6K4p`bs+eQ4mIw zy0U#4J?hg*n?#=$twX!mqH(WaygbF{O?lSM<^ug}_x!)qr8!Q`WL;f!?pxez$@i>p z!r!A=GtfACTIZ2UKg)4FSZ|x1^tLN_g3tA<2Kp8BwupNKS=6JyWqsD+k?$?iza_5F zzxiiCQ*@u}7|yecdt1>i?$PIV7kw^{(&yqH&zqZ}{LYHMTOQ+Ow*vY(^DsGp>*Zn% z&!dT`P?xV^T`txoaa=Rr_ZGP~4_Te&_f74tAK-CcV;k#kw*+*fSeJ`+JU?!){{-(w zzK2XN*9_;wQ(r@tQ$~PlI_J-IPIb12d)s7J*4st%=DIZ3!Bu<#{hY_|q^S~Nf7?>} z+srwPesOd=nZfU-`ScOUk@KT$7q{SLo%z3@NLvj??v(&tYF{!X8B{ZCgF27*zxhL~ z&&`D|;cwe|Jbk{H=ggEo2_O3vd%?)}RmkK8pc(uYsJ9JfuGoPb`V453sxi-@zvU~W z|DCi+oOjp#JJG{=9m!c-KUck2pPP%}ocXXY&;IpaIqr*ap8U(OUVex3>-H&EVkivz$+t;a)ZSPkP)g*nx4f z;Wo1S7Er{|<2Il5xVyC+?Kb}-P&cE;-8ilr`*x(67d-w0J??&^-~7tp(Oh~~JrsPG zKMwCRJH~=;=@?Md3W!HMhZVC6rxvJ%mb<<*?h~oOW`;GN^SeG01XJq@@9r`ln zDyZUrX5RZF*^2Y*x(VmmeNFCXcT2*4_At*LIq$&ddoBRQ>JRw*wW*+dnm(7sUq|*~ zADo)jkKEj>ziti=gh`g8kv1b@5g`WLNkE$Mva9KE!=+wo){*jQ$<|Qd>P} zhx0s{&i(?~44ljUKCF-B`rzA2oUgX6L%n;Q^VDX00>;Z+*1bj9w@qYwvDSQFJolOT zwr!BjPEu_pb#^k^eS5xNpQpEF*SdU9*P5U%!#Y}(s)4Nf{DtjJo&?RDu-@$|Bl{W^ zK$%N#tAsx@PmSXEfp_WYmf>EQ_{+#{3BRkNricCOQAg13YwZE;^)L8bi}lP47K5@Y z=iBYbG3-z5!uHL7<+!l_P0#Z1vAfB8V$`%1$l}<$WEA(ksne;*zCFLEB2RJOo39bh zqow7++ahf*sI%7uk8>Zp&I{+zGPuu8Orp0%=K=7vN$g1uehKvBTY@^1-jH*2Q6^}14q^N4zkx2bF>`vj_pKlc zp0?L{kE`7kzOQn)BmI3Y9+Xpy*3G$}-3;~cw;r&8^|vMhJS5Y_k{l}tnYvKI)9@goqR|>}2E4=?r zc593*yYrm6e&jF6x-5Mzb9vvoE?0r?uTz@*l=rim#QWjz`0xC?9@fcK!ewM(&awZ% zX;5v+1^pd*++1Ki{@?pc-=N1$^PL!{`?4lVUBs=R1(jj=+1|zTspnX|IqnH`KZH zhoN8p%O#`31BK(-ic7g#B@^ zRAKw~B|tNm^|@(IpGUq^2ah`WH7KLMB!B!AG}{-0I_G`RADP1b6X~GcJpvTp(c|(& zm(bse{U0_2^{l#}xxjO2=J`iCuK0tXdiNeZ_%GJw;?0Z9pLx&>Iu438oM-okb|UNS z9FFU?33RcXXLmO_&u&|D-CUP_pW_~UhtzL^@*VDji~R3^IkzupD$wVq0)6fey?}P{ zX4nTeyD_qBQ|b82?j!yJFFIA~j6g2!y-v!L#Glz!Wo1^SwE*j_H3xfbhb zcYyQPcKCB>cd<`_a!OT>TSb4WM)a-h#(8YJr#AYFDAqLK`0=ct)fw(Pi`*N+ah2%j z$alY)7nB8scnFmBNi(MuvMUHYSdw{Z365((U%N5kKGsHs@Tn`fLBDRi1p2o0wmbM! z@Gb9oGusa{SKbf0rCcZX%eEj3L66I+ya!IyUVwJl<2`aR>vLJ3-%S&fIM1%m+<>3W z&^@5ipU~fNp)SuDjchA(-hOG1UgEE)(wr`(}>O_BceGXJx!@cb3 zW!Rp34c->(4$m)e z7T2tq|b-HXopX*ulx#&!v`z{d^T$T6_|IY6%;NSUqoL_eZzas1B@<2D{Bw6)1DE~yC+bdrq ztFwDRGoK#!x3?qv!=HnqOBSeSuLE5nJ+2<6$JO)?(JmX#0R8XNL3^G1&5HJOtKO`` z)laOy_3ThjuL|D2O)nRD(#Ft#A})CJ33^q3&brpuB5gALXczY9&%M?U6lu)n5~-gh zC5a{L1&~&wKLsd6|?A zx*_W?=x;r%J+hkC1~dcdaXTWB?GHW!icjm3^=g1_EbDVK_fO2@uEDGJ+6j6$eLsDh z@i~1vXbq^FaQ@v4&g8h|^t#S@Ba9mgx+Oh9JA(DP&g1;MexLWb+u`B-+5->sxr(gM zBj2f}U$=8#yQ|LoW7M=9wEJ(?g8FCr+>W5f{VIA~q>Vwptvra_%l&VW`@HyEP6N=_ zWIe94>2dX0IA6Z)A@r+W4}flQA-$K(x?E)Zg6t=p0#*D`P?tGCHvKpGY&Iy?t_R)N zWo*ypy{=;I9Aq{9J1!r zwb~rNzB;J-a37p}suZ&Lp8Mb;-=&4`R03&}_92_Zb@buQO!oJo&s}PNWO=FsX!mfQ zJMz69jw=~_oAv;*KF|4Td4luTb^+^RdzJL*G;QPFxg?^m}YbMYQ=kG__Zzvj=`vlnzJJD5ZL z?I&i1c79*Q9azc!m@vP7o#)eh#~Ems-6nyi;vi6$3+K({Bgnq(ar(LZ7SN4b1d6B( zP?Z|MEO_6WJ6M-_9lxjI#)bLyt0(E{W?uyIJes|ljx5)=0bOh%y?uuFs*B@om^JsY z85bA&V?aB+IOtcg4p;g|_*Nx+P0kGSF8g0k%IoDVOH<2;Wh;$EkxPjv_FNCoN~ekV;tg?rhz{s-QcJHUU@V>nk&Yl0#5ZTNR``|WkKfAe57415Q``_G0JdbAga-QAo=RI$t zF6Y_Bq?`DAZY$@5>g+ktB%TK4Dc0p??onj7^c&EByPtXVF7l&)gXYT|Q2uEvsLQb~ zw|hQ87WXVE=<&#XSjgr}`rEH~7ujBY3-ljP;Q0HTZ`RMU{?@P3-)3H@gQo{Se--?k zPha{~^sWDvp0p$ASJ{xhw6D>>ax>?vZR_C8A3`3+>|P}GY_^NeVO&?%$Nq_z@q4PX zq>cGIfB)sA+(^2m^s#S8noC{z-xn45avHMyf%E3N@86h<2XDvI+kP46(^Wze`XlqL zpqkzcbT2jLb5rVpc6cqe7sRlAGV61HHyYWr4D0C6^80J5&tZ60_2fFbe46*c+GO50 zqx=37{gM4E^zr`$ub1V1IlrnupFhp-sLGQ`$j)*-U1xK@ySd19bT>MjKW}sz9+kz9 z1nwfcZUu$;1oRU)&n|y7%!j#;-Tt#bvihtmnZvO7I4x;%{R z4shR_E4U5s`6q6GZXegn<=@XDn@imP7WvK(^PoK(S8Y4!Cu{-5%d5${OF^CaAt+DI z0$s|xpqgnwGw=;i_Z!9j-v*JA^|}B3@5ug6dr+j&=Q^_)a^$;Ipni_~+UhRB?E2Ky5aL!+gqxoo;(Htixaedm44?eCP=DGLrzBNDb1mAPuBxrYW-dmqP%{-Fz zbmTryWRVv7%N%2WGUvzL0p7!E=7o9k%E8yIi{{I@{;l&i;yE>K9iQJtZ@a>!$nM}G zFtR=v`e%Wv)YOpw0h$)v*Y4B1BfBMvT>K|;-x2uPR{j)pOJ{<9BJYXOrPG4Hc^*wo ztA?x+1ZZQz{Celz^mQuN$z`{($YK(|gI08oT;}eBpUwPnVB|i*K<;Z3lPa>`aem#D zFQi}7=y7qJ^X9(Bzv$r_E6Ek}LF2-Hw!^Hy%^ZVv)o45@jtv9d%_baw;c?K8ED7p! zSLx}@e}V31I;gTV*@)}pGWRKtD_03LbD}`IDC}o1WL+*g^ZVp}RU$m@mT+IY8Orl% z>dZxY`SuTF`q!Y^x|_M<22eNY1=^91f-;(Qx!iajKDYm*&(#e2+jr~%5BqPsgEIPM zdbuq3yPM`*KR5GOpW8k3xg8mYaiR--ZezG^ZiaB4-Bss2yFbEtcGZaM=Ju=G{JVbg z2B-&IWbSbmbo*GB+mYWRo1uq65p|IH*FB(pVJE2cHs;o!f%+G&lZ)eP*`Kuxbao+V zDr9n8xv8M9MHZbS6J6+W``TFai~Fx}e9kbAKSYnq9`v_5Ltl$1`r5anr_EscS2yc{ z=iCi?ROiv3aufY2?$MwAZpih5pU*I>>7*G#`Xj85)o1jrdA z=nq!~b-#-2uU#6n!-|3KAkVQC-5;kOK2Bek+eZ&q&0+4l9yAx1gEnbCC`4FSf0XO$ zPI8}|{VEOpZeJ_14Snuz(dTjl&#ei={q1()Pw=Y$gX`w<70$D(61+D?thVSkLuP>b z-0Sr4=z(Mb_q)krFChCv@f?@UdR)H4b7;OMJs!D_8vW|wVjTbb9r(^%qQ@h39sQS@ z2a2eZq&UWLgAaoK_g%~vzW`meFwcJL6XxGI&n}2u$X^|?RtGRBL09r)Z!twFP+DJUB}4XXF(b6uJ~cPWpeUH5+w6!mVy%QE^G z`nggr{au3l+TFNS?BDnSC_2;Uc27TKllV7KpX0i?ni<1!>;8bJR08W^v4$R2)45+v z4`BT(jvmA~okN<6Y*$-3pDm8=LVx634ByxDOO8KJ@4CXTkYz5ttY(Jsw|Ao5-Q;sR zhtIivVc+?6*4MJw28=W1*YG{XR)lOp8`i)5D%RV!@*K3g!kHXDh4bj<(qxXWJP{OW zqMK^OZ9sL!V`-wfx?=aog4>yOdTjd+i%NHfT~TyL^WYclM6^Q(BS+%C$8uWd5F zr(#<2zBf1K1GJmOPN0e}59(P0lqZhR-(@(@?%Ov(mJK9mlfrk$OK~5%8OZ%>Zp=>j zR?Q6S-j!K@+Xb`f;aP8m{t2L&KL)f527oU0751M_X8%yu;WnS&Q;{1(Js$Txy?phZ z;ORb~I?eB$x|BxDXR2^qa&gcVaDLq_`JVOoR-R9j(W8+g_eFv>X#~A4yD-PZgR(yB zb(IzT-jP&W!+iXiH|g_AVctFJ7Cdg|p8{3yFyDTm$lqkq{&u^UK36m8^P=yZt7)vy zWq01wE_-layT4n5{|+c#1$4J~@0-pn#r6%w>HU}Q^Y402A!sgNBP(1W6Fqq$mkf2e zdgvQu_uF1jZTX7*Zadp!KL>TrCQyh^*

fkrdNI`nBP? z1!+qI^QqrDo!4{Sd0%b^@6*0STW{p^_(p4Sf4VhkK4d=sIP-~n!t-nn_xlUm3#MIY zPpk;z8*k_0Jm!N1Jl`{OX#X$`^t+z`)jRzC|LKPxdkB7a=0Q*oqmGNU)Ny$q|8FMj z3m5$l{o@^ZzIh6i_fx;+%<#W0W;xcwLjQZo&CGXe6LJpAwd=wEzv;m8Z987W^r}~b zs#tGGksBImgmYx zpu?s;=c~)G@1k7K`E8<%aap79;(lcl=3m17OH~5bjjPljpt~x&43x7=sKd)vgTB{N z(4CnJ#`epho!JwVvpH|wH?B|r_G;t`0qUdQLzj))2FmqIsn_!vA4WE3d>B(lQNQao z0>$b$(5>M2ax*IIpK|Cw&}}!7{c>A(1Z=;mD`-w|zPfMB{m{&)Fs^=xIxhQv0UdU- zg!(N0LwmwfGIKU)^T&ZIegOR|xUSqRxdnD?-8X3Rxc`|PP!@EX{c+Ql-^pY9Vp6ZG zPY3O(hnTN1*P+?YEorYz0?m@z%-1d=qW;e?&!{I@`#^&)6bFKs1&UI*d z*mmf$UBmjMI-SR|G9;i(AKS6!&$$4%n?H$^ysN;Gw`{OEs zIxg1Shji6qBFdR)_9&=_kz!h?H#&}Dx)@4^{j){0EZ8!o2mN1k0)0>FmpgYm?C86i z$+?O4uWY{y!*U4~jO~4U9Vu_A zjPuE=aXfEd(igH`aleuBzRQ{3=L%3i%l3vE%y9*KXCnOebZC#9Vg2QAYQ*E#^119U zq5cc|X1f)ko~&{w^0}Se!GFd*+ua9SUlr=zus^v9@jK+D!V$vo1=!KJvaMG@`=gbhx`H|+?x8NJRO*%OL@H0}2iGCL zf8|Y3?xQW^Nb_T`?<+#O9laiOFOw#hl(XLA@y$uSiTTYEp4Zgod2DCik6h2|n|8cU zT{GzH%hXHv2x)4OQUBS$#&(8!fPPhtl(3?q=e#eK5T5Tk zQoPRlj&wa19~94LGI+jdTta@s_b!W;@%?nl1O4u2z-V2dnnxXv;=k%6p`7*|jeK$) zb=+>v=6OCHM4q~r=ZWtF`n!98GOi0~ayrm|Q(JNh$I(r@RM>j+E#y(^w`<7%xBQy= z?F;$;ciT9A9(`Xkc{OmH$-4q{=UBdMXO?T%O)$MAjLRia$7B16qnz8*4s^>`hjRZC z{iRQVvj0#}r>BGFcp}-Jah&Bo&VSQK--Ax8mYnZqa>vo0*Aw)Ox!%kbTm@Ti{)2iu z;V`HMaoxBK5u9(Js zOl>~bk&9`s(O=H>XKv?{)ai^cZ@uE*)a#D?K5p{34ox(z!Q;yQqCPjGj=M9|aW|1V zF83`(x+>=Qx-9BX{m$qR^gEgMmYSgNc^0~CY8@hTKLJ(CLUMxv-FSWr+$MjyXE`I z1|L$#SH23$qWPdbIRVrg2QhtWH_&aL&vG_$4k+i$0Hb(e_LC=J+taL1qWEL}Lg)uf zqaNAP-pJ=y_GJF88K8cS^@hBy1#C4a1(cO^0#z!u)hOE7Xr6j)s4&JM$;nnplX(*2i-$CUq55snH zERP@f7^qsXzW4u~1zR+G8jOXX0!_|h(0)R_5HqMB`l=Q1yECtV@~zjv*uIO*|1k9_ zwjP)MUZg!ux^qE?i>S-`J5qe{Hjn>#1CRTo7?g81(qEUdQwtt+|57950l2Nr>#7n8OipBxOo+>FV^sV>m%%!%deKeZ%-~FN6#Z) zQyF7va`@(Kj|AVwqA<5JZ&BQy*RG!wsXF^ z&kFHc<2cXFo=QhPbK+)lNo_LkH|TCOZ(R=HxVqoNado-xS)|JW|EuG^us8fBmvP?o z#(&YyxdOCNfBf8!&|!ICH>frgli4qUZal}=MZXcSMN%ecJ2quLO&wQhobTqge?=Xh z=s;DC^VV%$#$8v{M!@ecFb<5$W`A5HH-g{h$Md+Br=h=o@_w?A-^p!$F>Kj?C8!t8 z0@XZ@uiIr|zFPzK%kAlgOiztx{u)0+mt*n6sn6Rs(moW%*L%&NT`dRnlX`<9sV!Ol zBFdxP%KAmkdlt4iv4G|D0`=bQcnY?-$Z_6izb$`v4*Yr;^+*-7p3(2Iei5(V#q`CQ zJl-fUHoud0zZB4C-2&RNtY4z}cQ&8(kK1uO()E?MF@F>4tr|ofw)GmrZ)(#on>T~4 z4w16?txP|`>xp}K9eZsW{O-|Kpl;I+lyC96>Tny_N{9OhabMg7K8KSWm(a($@;nuH zgErK!W)$_>-I?#SX9d$2LUv-%GeP+kbzHY$dsEkF3BUh?<-tA1ez?iI0e8VeH zY94jmcD@g`8P4zKI=uz+oxcVYO}ReJo!Je2j;$L5Wy%7w@Cp@G$gP#(f4F_a-Q&=aETMK;KA{jYC|R0XM)l8C*y1 zS1~@TU%3N1tco{)y7f!c<+dDGcPsdP+)wQTzw6!x6c=w~K35Zz`zol@aR)(tv=nsP z84pIqzrggAX`t8}`r|t}U)>inE{s{ic&(;A=egO^3)JZ|-+{hK8SR~)lH*r{ddLFW z4aS3F%{`!;*&2++f2Cb?5&CO#qxEM&$LGHSzdSITtUMfaXL^9@P%AQ<>&VThYnYxH z#?|*8rT%W*4a$8RX}A6ls5az+ek%Lr=EQ@r%@W3IwWUe0Wq;0l(~J4NT&8>vUACRs zFIUyxfE^oeqFzsbl59E@G$*kc)mmISExa(htyM9^dDxuW7_tFZF1PJm0_N@Zqo~X zUw9`d2L#>R7TN_PTZHshpnktKX!2NpiSqWa?WY~dM4n&08|u9;L;q!W52VX``+)i= z>qoPN_hpyzIMI~(OdTHYSB88g_v5%|9+H2R`YmUUg5Pv_gy~`5YV+gcux&lQuP7d= zT1Y#JGpf@$KH^r8vhou=Pqe?r_o06t#SabfNZh#>kT05d?r-4lY;p?W*F#o;a?Tr| zZ$dpX8PrM9C+PCu)LXaX1Lm(n>hGw(^3o6CcfXZ@N`C~3&()}J%zZb55AN60}wh`&}VN!j|_J(U1+8skl(Ubr!J%YYZY?hC7@~hC-l^IS#yde3&+p>)B-g3L;)=mu%V7IPv&lW9LD7dgt~a%Zty(rE zQ)_{;c@@xX`GtC%&HYnE`DWN=$s1%X?xP~aQ?TvHVf4E@LAgJPc3uMLDvm>k<;>mG z=P0gQ#RAx-g!9$iiZEZjBljiO>Hk8y&#J?GC#ryU*)PyxvF01<@w%AW|<*#5k< z+b#h0X6m_JreV8^PN1AiJ-1tHGJl=3&|{bRHE6ePB0F2qPkx3xPd!(~BZA!(jKx0( z<^3&6u zrY-KFp1H7}maWVFhy8dc^WPElu<`@6ueu*Jc>_V;xHs*Og1*)Y^;`Slk57y zR`UYqvp%#hGM~>1`8S61*BOEQ!mu8-AG03ypAX`B7l-^;WyAJ`qsb8G)Q+L<`kvHf zGm^HcV|d;fYzNuv=E9b5&IC;!>-A`V%xIr2b%^=(V!lr`nECbhJfFHe=y|jGypO`g zyiU*!8Mh3!+wn55b2ar`GM)Nl95I-FPZ z;rkQ4L%XOa-)poUKulYKd~#+eS8ww7QBTd`@rM5oJC5Z+yutRL>_3FZ6%7KF@6Y@< z|C^k_|GjUL30ptY5wwZzn7+0(s4h>VzY}%bzry~wD8B)Id24-8UsZ=3TAd8>ip>ku zZ{3>nT0|etCpE)QKu=ArFn(TI2HRzFeW;kmc#wYA#^7f^+;)B$wmrRw%;&heJTQUz zCURU|&g}_XB(Xp4GJ}o}sRDm&eF}71&Mv23cYYsK2bY6xya8kJxk1^#O|Y*6b&b$J zFZvXEtp@Qsxjn`C>b_B!uYM#G>2kpBpeYIS)yH28+wF`8McG;Cu+9Gz^o?GmE<5f| zZZfFfCSw5em2!VmSHbmYdUHMaW%ECw!#eD1DpNkBUXLvRWBc=fu3!`>%6l`tZaS!s zuwU*fIPcBm{6HNZz8%z?IlgXk@`9gn-E964*zQ~pP%TVldPZGP?)w{hE2eYb6t{dQ z^|wwj^*D}k-Bj9K`g6vEDuMA}+|G`)Q^S1q{&ivNBbSoHsN=4|H_%}*trWC%gN~Ox z3tP^dPJhR7pgF;Qxyflyf4zFlm+~j|c+c0M==UM$3b_7E51R&C4dVXfzEMx+o1R9l zX$b1p381ON@8tR@(lR})OVXQOfgRg-4)mW>|4nYle~9OmU-LZrJEq%TSg)z#TpXv~re29Br-bu| z{>g}mOuwD|T3PfkY>_kuw7)zEn&X4XtA{c@`o8#4(Bo6X;8(?@s6@Ti-}5_xcw;2e zogEKG`-}Kqlj+ZVlpIgJwGUH2jd}up+mX7gH$BDU`_uN5n9o(rfZtzW{Vl7oUncrI z1HTZ#j^d*3qb}QgGKwo|M>D^lG7rb8`8=QB&G#p7T|mEnmJD&r^t1dO%um!6zmmV3 z`C%3E$s+2Jd+cr4zDdx#j1Ot|`jqF3-vJ8qIj9%!0-Yqy@tyQPOZpp`&x|B(N9L1N z!*K=lt9Qb2&++_nf6)0mg8ok-?bzUN&HHiPKjHOSe+=4=AAxcJ?_0NGd&J-PKK$mR zO=RACpzp=!l>69UmtRrW<$dh0+p(d2b1ijTwP1hTomamY{mO zIn!q(gQnKM=)asgt`h3gpFtg0@3KFx=2eAX7X3{dQk;*Sk31;G^M$Y+>U*WIxYJLwgz=N z=d0@)Rbh*Z=b*nTjq}~?*l&XUI;a;tLwg=|T&LdyTa#+aYvxj? z2acw{5%*7V4fvg0B;NqPSe?N1EUqJ$mA``inmQ$92Isq}_-AOBJPL|wgFuzg1=O3l ze%#ir4_l_hfxhu+>Tlcu&{c3;-AC)m_vFJbDorCVj%5D1ocAV@JHpl**)O-t80XC` z5A)X#?SLNJQtnT#7v)l?H%=gr4Fp~H&Y)PG4BC42=r5=QM*E@3bzf4Cw`~Ds5%*D1 z+3c6wQqE)d=ch2eGQXSqRs3%53tPdjYjPf3Y@c4(zVQ#xW4Z2&pxf_~g-fZ^n+>QA z4X3|xU-Ci+&{fB-$*`INLln+Z(nt<|XUrF0=Eb9+7pq=vyD4J)2Y7qPR?R(T? zJBzmXiZs_zkE43>HGVJnTY_HS$n!;UZIcU2JRxtH3VQ3~!g;1l=HI(L2lScKXg|zy(VR5xrogY(zCpI; z{Zd!G2|G5-51MkGM?KE(DQ9{8?!`qsZqPE&ongG`<3hYzu`wJ^eH1Ny2RYw}TFT=pTTlc?i% z8{cCc*5Aoie4pLC|FYg&;r}D7=NDtbca-CE5V!NW*!%f?C#zD&?X!Fz&Gex>&oO?V zD%}sZ8})BcweAL*6CFUYydCIoV;pXh+rZYf?g;gof$sOFpn5ZoJlYV{gRcWcNo~;H zM;#ZSI%tfGFH3L+7GX29ChwEAy zuwBZNfqg;Su@e}J3qe`+R{9%J$935$>T&AVpey!~TC@F^?$L=p^lGlN%&3mA1HJasZ2Z8>42QW52 zjZCfs%2LjI6D6GY=8Cpak4NW%v3*WJS#=cs``Ev3J9mPu+j72}JRHW!tNcmb%{mG? zxr=(-pZ)8iv`Z;)hB{>)<{r@ zhe2J|9&~5e&+g7~J-I!_Ja4{d7%v~Z5Bh5>)`9M9*hi%w_czr^V_81?IZ$Lj4*H8- zK{dGz%V*sJ%D&Wdxw-;+tZSEmW?0DI+BxWX!RVmd&rr9sd$8W7dq7#`ALJv8@&D^~ zQK$U{woh_ZXs<>E-EKy`{(F9L1>3tQ&hc@KfBfRmUY=(AsoSzWl`UCr8-}>(YwAd} z?pfx|W4jXaewmZgd0jULU0Y7Qi}G?u`$wAT)K3%k@sO`mS4Ab#rT<^r5v;GDd;{l~ z{oe+4+Zp`(bLNuo^1j%L(2ke!{@9_#zplH{JXA* zdK`^wm}ht%*(z`xbs)+U?qBA0$qz`C$opc4^E~!>{{3hkoSn_zBOc~=k__jQkMjPS z9~a`fd@7%-IkASpSo(Fr4HL)4zPaPL!e6hn)X!MesQqVO5u0A zL%nqeVcX$ff#MR+=j?vkuM~quQQuXKeXw=fUQmuD_0@amzlPVPYlZ8ZL!B2ZgT6Q3 zfqKqv0mZAIg62oQmom%)Ff;hR%GW+-z5V&1zcmk(RrsFjvhaVQM z6Hv7H5Y)96(m!z~XzO#mxXF1HwrQ6M%5g&iIloO@dI+}Ltw2%S5;W5rgSt))FqW5s zI=ucMXm=D)pC@yi-0$OlXg-zw>wf7F)=zp66!CY0vGsN2Zq93ut&^rccXpsCrk=}I z!>Qk`yMelZ{p%u^`P|gRW7Oa5t)M)-n7Ujx5p-v{ADWt|VVk-Su)G%cLsN;&ziwy$ z5BlrUe*|?cj+4v0k6^1omgS8nfUbA#R0A>mkEDCkJXVfP>f;!x@?t4 z-Hr=+VFqT0dTF4{WBt|#|d<<#Zj`>De^0X#W$5m^NlgIL;L$`fT=6O?-{sUVkJPEp@2SB~P zHK?l9r+w@)(9SNSJ`dgsnszHe+xZ=G8`q=Bah%64TlIop9-^Mx`eEEW^J@A_&r)~$ z9RdBmouC@{0Vs;OkBZsCJTa#I3#?yt5UATe1iEt_K~v7WF{&o#wd>k7SU!^T+WqJ~ z)a&A9)N3~tRMlRhT`$DvsXbxa*+I__-NN!2)M@oC+b`ATL;PQhT()cW-L?EbU$_p8 z<{Q~x*#6rFjORq9&8*jRI~n>(bwLqqHJS00{(b$vmvjDsTclkyP)42 zK0>)GUuONI>Gaor8nhJyLGw-@P$s0(cAY?#p9K2RcY*ruJIUiMSpMy8w9Ba9 z=Eoc9_cwrk$+cw98le5T5_yXA+M@Ar*OmS0rY^_BWBXrGZZ;BA z)ahdOtILqb)pg~%v{=4xl$)7t!Pq=M+Cwj=omLU_`XFd`P|u@%&{X~i`2Bgt=PHr$ zxpB4OcSW8$J^d5v_Zg0ptD`T$_Dz@%Mo+mPw#be0yESI{BIbpW3G7$*7r%rqtD^;= zD_Tg7oCul|FOV~PgSJt7Q1pqTzx@@UD?CYkK2%J-)*C>bHXk&b*uSm^4}SP?lQO!nwmTmM6t;hD04abLm z^(xeHowk#D9QH#~iA!L|^7T-cJ8{07@A)F^Se_*MLtO6Wb3K|L&3SL?$j{JUvt>W1 z)7F80>3sU#8?^VmKsI>-bcH=YIWDYA%f1!1nO+-I)di@J9i~1H-U`OzU9u|YvAaU* zxow8(?$T?*R@Kfzk9DnLP$lMrqWC@91DOZT)*r@t zNuj@e3D>FFiYD;;Ce$te$42~r8^?CeyyIZ&?@75T*#Ba?7>!f9ovbe|F`jdUY){>9 z)B!b_aahzotLki@^#<9(2K^7}$v#dbYfm#u0nMm<+Zy;TFJ z^0=^Xr`yGL+HNI%Ru;;AkN<$85B1!9%6Qt1WV>(5`CTGzpUd+N3+E5|5dA$lo_@25 z`tO^*gZlCcUWXk)eYZdJyfWlxcU|VNUg><$ZV&eWGTzPI0Tw& zgU+XX1zS(qPk-q5_dTfZ{)^Ay7b~dm_Gi9_(YU)i%lFGDzQ6iz>bhLT_g-FJfa87l z@c*!AHSH$Ub7%RUseyctM037Z(f%rGT@LE&0zMDddXcY!h?0Tg4J2b(%>>)%ZO%7*lZ{SV#9+O)@32Ti@othYSm zW6EVdMK_=MlcW6(Y)6iV$M$oi&Mpc294(ke9S-ZmMV~C#veih|TQmqX<$XYR=6>2k zlW5OPAk%LIRn6LD8v%+E>bO0{{4k=$X6UdzwFFcH-vV7x7HEbr9=G-TuzX@W`jh`b zwyRFR{)IZ8$n|Nq0rw}5tO+4Pa%XI>b+u_0s72Ocd>+fs3*9xt!nk>V&VRF~Igi~Wzr^zP+_&7P_JQs9 zF)r7&o6}yxe6Di*HL%s>3(#TP=>#ZOAEYj4Z3JE6`=DtznRXHL$oN#|gL92Lvb_9u zP#z3=+&siH|0?4DecjNWHzU=RY$w%Z+WI(kSp3EI-z0yAO)t6M`=Hn9bwL=7IJX>bjah9k$y@Q~n;$GoE^_*HgcJchVJ6-_5(Yo%J`5u^P{(5-c{=uN<&r!!+#&Mj-{773r^%HDe`vfSj z_>rv4dUiYO`6bkUH7R@ttfub!3*mdZ1?74w_1v`E09#yIOMmFEFf;hQ<9_A$qljO^ z^Uj+OsyFyNM5P@1Utm10!hWs(;;Z3&d=K224A{2QGoaZ21k2MN1%3Bkp!=;G*`*_B z>fQ}1-wN~(#*??)3d*o=S!^FB*!tr-^yk$C&C^vuKl(EIS94t4)(`#ZN$gMe-FHGy z<=C~L@4l4wst|{ddz1dSF`!O+f#u_#1VwglvLx(#HkkTtXWha2Nw>;o1AQFF$4$LL*rM4=mb>Yo>-sV%$2|f1y{TX+61=C zs6nRx3jMX6xsQrFvyD1klk3T2`(ML0(_f{3(o?KozZ)pB?*RRI?rSP4{SW%9la7IY z>26SzdECugC|5TFT?W^o>9!mvH|1s2?Ma_guNSNb%}@)Lmp=%` z_N4^PmYYC%=yI|z_bC_gJE6bk#0s+B>_Co}t2P<1)e#NqX{n$qoH)VgjPTE8ruD%G=Q>f>1?0bS1W^=Wcd z$j_d%6MAerQ^#ZTd8p3`^Fg1<`R!(C25iynF;Lg$`g6aiC2adF_1SJCW)~pkmrApak*Nz zg7vS-15G)zx$N_0Ji*q_em@Z_ib%>E}i*2#AUqi{?Exg zK5GKc7f&7cFY!GPWB4A}`<`XJC47l9dukXcS`4J!Ijk!yVP5rEKI-6a3hKcPXz#chbaOAKzwB4)aHGSZtg;vMi`rs zm-MHHar3aRsh-AsF*+?CpA)|W z_26AWpYzG(b3nJ7%mQU zTtCitGj)H4-iiZXf_65?$Mx}Lu-)z%WFhmr>1iA%7h|3d{_dc^co(P(8q(jDIxfak zP@ijZU$khPT(`CG`=(r99{Y}lt;?PS-N?S6tjf6Dr86$~d*k7^ow!e$%)6ZSj!4fB zP?ysj7~9tYw5Q%7w~YmjO9NGY7tl9pP4*1=*;|GE(mHcKyFJZ3a5{K)Mxb(j~BURJZ~Q9-=|-$VS6s`pbqHTZ0F_WELT^t zeV3&?pPSF~yBkSWo$b6CM%q)1=TtuR$nV+9>k9Lt{cUX5#lsumcXO%dI_RAHo$a|C z%l15We^Jl=GKrj(4f-Yq6t}-ZE@M0Q)_?Zc^>0)cjz}j_b{Occqfwb|&)`D0(M??zcPWuW=h_hc^QK=k-{gel@7qSEK)y z%jnPe4Z7)5Pf$k-4}+$B52)5|q&;&vD96sBU61R@e3MsLZ{l#!_hdi1-^VyyweAYP zJ>7=fb}Ojc)(2H$&0t>!`mBr8<@l4JIq@wh6SyCmp7tSZSGbt|!?QqLHWoBnxKFuU z)iv0yLEA`zu5k@e9pO4OJDmC0-MM|xVLP1rs>Jr;f-QT%#cC)Di%g2Oy zaFy84u4|nSI=u^YDa`k#YmKKrpLyP70`=Ub*QI|_1@*ZF$H`?L$H|T3IJs!{2Fm?X z_OHj*-%_vFhW$;awS;Y^a~+!O$NVs{yd%`*K90;@PJPap494mQ4EoXB*VK2P z2U{PX1PbvI?J3N|t_D8B`unBE-tl#?ML4Ly2g!Yr?Q=tAB1*u$T74B_I~=^Z`4yWlkt_B%yw9La$_Cd6s_?a+RY3_7uj`e1UX2SSAQ|H+fMF8K)k z@*CRbouDggf?nLq^Z2-M-JAG*Vmq^)xAm#(F3f+nH&Dl9)pa<(%BRjn`)9fIg=`;x z3wrt^<1qhHHvA@;lzpk^^75DA7Y~i%`97j;JB4}!UgvR9KHZ-DPH?}@gx@x>pvxfb zDeAfUkmX`O^+eyp>(Nhy?~E`{(1iU%)tlkEA6Sa>>Ep{m(So`qUde}T9Q9mX>1fy6 z0lKc?`{&88VA~2lPrsP=-KSEgMf0;LkM&EjUMEtuK12WOzk+5u^?e&2dt zU)~zf?#ShJs`o+HjrU*Q6TYXic;DrKDXjk<-vgJz=jwI_{m$ca7Y~g@J-_rRP!1Rf z>bLrkQ&U;KunTB%I?xXLjGGP#q252}UwjkjMqUTnj#txu;0jPQ7qkl*hs#4{(9ziX zK+w)E0;4>uwj=w~MYDHVZ}$YyXTAu^eowQ0aX(Pi5@t0ffoaNu{@zYXzI13zoahxtEzx5;{;FDS5V7rtQ&~D?rbvdpo>nC$PxhX#k9aaOG zAI4{HqJEEF4(hgHAC-}ruuVJWd2=J%@VH4FCs&hBQg8bgg1T%QD011at_xnrdFy8Sm(=5`T!$u0m$G~l*Ol8&FVn6^9k;{( z4cm6SA9O{G$7Ns6V~^IE>-Awidw;GsH$ymXuBxA)UN@$mt3jOKZcl|gGHDA?E)Gnk zUe{-w9_5Aed;7w#kF^7R&zo7l7xTx6OP@i9<*Fs18p!=t%n9a=ap|1*=88B@uIv00 z^~9z6te;qgwm9*c5<-|{wy(Ak+f%=gy6A4EE{aRkMLn49s{SD`=_uL{d6?~~UeEYV zu4a96{c)809z3tC9CY9|>aqEh?X}&(^Opp<(Ut)YK$5Bt! zgg4+<`qglp0p+3pfaYn&=OUZ!dMvL1{dHMSJx2Nq&c%5Tdra~x7)%NhS&Y~K4d#r!tZudzhvoJ*uFb|w|a9kY<08{G$;4b z{+9Pm#PhpM^bR^4o|nA*57ZOlJm`DS_80kFbP^eB-%;*fq|TdnsPk?*(VPczhgnTwaj_Td#kM$Ax_i{6ao|H|qaBZ}~yc@g`5Re&J)FYTXx%_PbYC zb%kx;?Evb#lW2#1`pl4c`fJC5BDX#$Uk^GS@~8XMOVClB#C2wBE&J2m$S>hH$(*0= zM{`_UR#^Ib!D~_<8XI|{pYI9AJo-G zjK9?p58HQV-WOGKPbha_Y~MLhv|xXFY#jj0cRUBGqs;3j1jony#s910vMP04M6|D)n9OCh2obRTSMo_26YtVLN{#IAmoc_a%$L(Pq9y8CID49o{?mmwGs$7R=XZ55%wJj)$CFlxk zkQt22^|V9KW4Y=R(C=LUy2h{5Uc~w9vdROnMT$;UX z-ji{;=(7N}-7%5=ro*Y<6FY-$F4vRC_8)~U`%=e!=3?q|BKy6f6pvHM0{&N)OK9{Cw)8*L=FEeHMHcUeAn94Py7UAa5^C~VX2 z9#AFT35r~fkGrC}^ygnee>3J~msNg;-ntaV<*M~j+8HI}{31|}+elVjNq@>hP?RvQ zjIKj{SBY6HZ_Ih^elORjsn+MI!ZY#E_SS4+dn#K|7sc)0pj|P^Z0G&0U$ebg!E*H&+g&>+ zd>5p!y%xQK-u@BV@1Lme>S)mYi>xp9M}If)dR~w6K}YIQ&(%cggt{{5$ij=b4yA*B zoCx11d)e-*b-Zrh^Z@Gl_o-LWdSy|+Xfu;n!DB0qyo#p!+@ao6jesyn4}mJpD1R z$7N8*O)_=d-?kXX%h&!3`n`-h-GV&Ws?B=(L*6vkVj^d-O&LwpC*BF z{69hUSaaHs+`{s94MAPIF6fG`1pU7ML0|RY3Q!IFmOL8fw=LO9d(vu9j-3yhEzGlO z>T-RVKK4B8+Sakw0RhWdQs80ecGq#m!`3Ccqo z!PvMpD6;2)w(~U5XT1ihK`($hjrrU}u7WM%nFq$D*AMlofTkUF+;-%Abybb)&iuvY z)bRte$Xv$bW(fC3lj9hV`>bT@cfZ>}*EPiBrGGK5o^%Qny$*ox9Ou88a>nI8i~E(^ z5s$K-;5<0lPtvaR7j#%pIZ8b~_X+6tF+Yr+!u&8kZUFsFI)L_6GuGeD{&i9O8+6ze zeGA&zTRz@3c8GTET7K#>!xnVzdqzV^w$nQN*x}@`Rk%m0c_E1 z3226KpK{yjRoFW1aZn}R3%YaHfWAq{3#0R(&t~Qn&^H+cszgnH4&!iL5azYzP{+lA zYf*0NS0RUUTwJuEj_b5-&|A~~L$cj}K__QWhYtiDulfpXzwdESm!*JeZ7a~YdZ3+6 z{We1whr6N+)aAa^Z&Q!@ZH9&M^7UU(kI#J$s_K!Swy9SDzb^X_H09KD*OlwnWM8gZ zQv+L~TpZxOD?V#C^w`e+g!n`Og*kU<#+;%(+9k<&) zp{~Eg_EsNfyDGn7J1bUFN6luor=~sIbM+?M_t@`3yCPZ~WP6k3L3xn+9Lu-Ib|;hV zbZq`)u-UHbw?lh9Bk2EgtZ#+|4&~n$V}8SN;$hM+4BrFwcpmxsMUWOH3JoeOBMr2fePjC0-28Sv|9KHCiHxNShX zv()ogj|b|>52)u+KfD?g^gisP70r8(>bu`2;JCl@$J|LB_gV9JzOY}mnn=C3Bd9xS zBFoj|i%`!DTgv*6P{*VE=c%ZTt0uXpU+Faet~~y1D~ULn(v)#8J_o7;W?M{J+ZU+ z9!B%)+|7I+-F)h~XkNgAwm&-pV;&flUjiNWOPJry&1HYO?UY0R zBF=NuWzWObgL{IeUJ_{Q-$Fb2YET`$03D9?Q-Uh-2qsDEjPz4$IOH$b>gR5kDMsa~~pi-$RZJ>&D}5V7)O{f_C_C z&|A^s2T--y2g>mq=x??R)MancKEQS4f5+iNI4&N|Z?m04fBG!uZB+xSg!7$(uKFh5 zfp*&=Q0DCpddvCiLgdlkpYgXomJ3@QSr5kcW2T*-0oviiXit8G<&BeQw{8IHvTC5I zyE*9bQcw-dpbg!M{mb9c{|4h?5zpiFJ*VJzH?cj}>x1rg4muy! zJNbQ~f8bZP+qxFpbyM$h>cmYvF18;d&Sy4LxAn$w{SVeeJ=-bR;XB3r#JFEpJ%;1# z2WEP*YnP$%77>ZV-H=b}8Hn|vhb?qz?WzDuuy z`>)>M^HQF+n_n4zeGQ+VnaTQgM0kEvsPB5}d7Q`I!1&$w;Q3Wzc-~>2L^OZS&iS6# z+5a&AewVL6{WjzBXg;5QY76|P{A18=UCnw^*?%FwSpZw~nnQnWK4-D=E!t0v2W2Ur zmpL(t{%gpne?8jI)Z}Q^f2}X*7WANfM_15X+n)CLwk)@IkQx7A`OKR^zob6>vKFW& zTn^gP+!w`Xeh+=Mr}l!P*Cx=PUrF7a_#Vr5yaGBI#>2&Apf2bLnjvjjuW?vc zwut+Y`q7-%X19fSe04c=)t_gcm)L!Vt*U=ay-i^LRT0nmY^L5D^!NV{sHY4E?d-7L zYzgCW-~E2p8-E*l_$ttkz5uApWae#+ ztv7%ztKLr@P5@Ot=ds)Re?WiT$nQYib`N!V9P_=&@hd|)<8oD;@bD$XW80+hh7p7GQ*k*bnsOvNZecTP8%nNb(ZmvJGJ3fZa z`irZI({$6zTfco z$pfHl#dtJYpRBH=?%CPYLpPW4u85zB`s$6zJZ}7JpuL~EZcebh*JWc^-f|qMk5m6; z%Zc=VO?}W$@p$!J_zuXMfO6l1dal>cpq)w`mkEnuyIqSwbCR~t%!O?~%LC;%>%eF~ zQxWEW=_Km6YEAw2sqB}q6?=HTXq}vAmrPSnq$z6bY3K=PJJ9ee!=Sno12j@-U9kt8iA(WwV=MbI{nc& z`SG8jyZ+)q>Tg%}tGlzguvPvH(2ig{ZiYTZyFu9JWp&vc&RhH+E0A1nZpl`zbZL)ti*ruHQ z>be%=ag$RE{@A<=>h0j8pb&dO8|Js^g2k}q;VGaiVt=|D`84bIc^EXqI6ki1QpZib z>O8L1Iq0w1!u&8kbvJBrU=wvYVHxOl&jM9z&U@2!IFCKHe+TQAGza~8=3|#txIRsk z9D+`Z<(sJ6M>uY7PyGkB@6LJbKJI>&PyPq%_qhtR^?!jLyOAZJu2VpL)^q4jXWmwS z@fp}=Xm6GeWS$sPm+R70KJ&0gdTwSOfF6rnj+e`jhuzd&NdNLlpsCCJt#1Cqu+@<} zK;PsdblA+~Iy5I&QkSQ_O@H|-pe*IOGn34Ib~Cgs{r#8+#xD*1>kWQ}&br12LA7=Z zb@wp)*F`+X$xZvk@Qd8ppvmDpcG))*wmb6-81=Uc!Fh0QZaW?~rX}lzadVl#b!c)d z`_E1JN6=rN%Jt-;_zBqNL@%=ZK~RYMSue8{sN04-Z$($bj?E*14(s*YCr#-M)a!u@ z>9522Za!`#Y?slWOb_$jrp3V)@fV@bv2|S3?d6+6rE`Nl1N0YPp`ASxH0|r5oprJ{ zXx<6!?P|8GK9%v4ZFmmtihb@^Q1oKFWW%1pK@U=o zvVHvXAZR`*=Jk)=3EKLffNmb!ee>xG*kbu?(0n=-R7V+43qw72g>3iT@1(wl`t8!+ zM15O-5|4X~{%Bt|JDlfnJ13)Dte6hEn0K=%HS_0Oya{n8Df zuH!)S%r?+ITL`M^p+908f4AMv`w)u*Snt%gpetltZo<6t*nCfx@8JE6`bWfmJ|~l0 zgYS{OitkZ5X-Cj6Ukf@PbYFhW=V^C@xP1t9-7lrCn``;Lseydo^uNOUbvO0gb_#kP ztzUR|AFeN&=jdDd=-=Zbx<~AjNzY&xNuLEuUt3kb? z3OVI>=&M_B6!hI0m)lMs!B*8dJ}$B+1|1#^+TlaV5n&v>=S{F>E9$nISPQmpTNQNk z|Ad~ZL8qv{anx~rY&Y%E91pjhR?%Kc9rvRr!M2SuK{IqHDB>RlWghk0o(g$iX10Pq zwr?3|cT{J+v5d!E3iH4CrOf}Ls^>$8ZT$tHoBJl{Gc%~qV+Vn{fc@%jq@uq{JSegm zkBeU1*Hn~5dDyxBOvJCFK8O9v^)&9Q;#0Y=itRKE<+2s?zxln)|K`u%0KcgxSl%zp zXWv@{T{gp3gHCcjyC`P@J;g zxtq&=cF~9Z?0QNf>gg%mAI+Vu#N+y(gdXd*`+{DtqduoD289Uo*msX&`Sd~b_hSB5 zk$n?v+mZR#WBVyWpWW`&I_`u-2b+d7T(7efF0Tz)V3+xVRzTh_wwP;UfXuU!qc zZOFf`%cu*o^aotG{F-sPX#O>9f1Wz$+%@`c$E|Ap<&&Y`~-^;Qq2E=T*n*v=DJ zzJfYnJ25WTcfZBs=aJ?*>U$Kgn`?QT>%wwfYX<7;Yb+?&P{)1NYS?z`N1#evM|(SU zT$g%Kdmw-9`9bcp}m z$TPg&e7+yC@kH46dG;T;6h1$f{w1$B>>s1n7P8(cK2O;<+@JS(|I8=+PV=eMb35l< z)Hl2t946Hn3qs0Q6U>bNQYH*EE73MgLf7|+AH0?M}?w4|3QkD2Nb$M_$s3tuJx{;5Q3)+Kz z=~bW}9M*%EP`6#z3h1e7^8@v@Bj=^Z_OGSRj$0qf{|ow5&P!JV$J4*|Ir1p`(OuC) zu=SJQ9As>5w z$j9D2}U5)>%&$@xj&lk&VF{^ zlX6Qq#*CdRWm)3%9PoJV*w>bdnf=@tOF&{Kr7@xZ{Tu*M=rNA#&Gd@=X z+w-_OchJ8|2G$4tz8WmA{RefoF4vp;^WVd^v#9SPp7Y#AuSM|3=9Po7{(jK!rLMc8 z!La4HRMr#B1Lx*)ew;42Kz*(#rEV|ZO1lyBxtjK2{aKyf@Vk^ctas^m>U8N5>hC~~ zi<_JkuthP)#nr@DVVhxTU@UJw>rduBr@Czm*s|4iWPkRr`|j*t7r9?kx92lH_gS3x zCR(h4-=3aH9Zz^26n`~FJ8Q1552}3XrtBNy^p?bw%QvXedpyM~P{nuq7?%v6E+h3qg=qc2VDDE~}sKY*s?Y{Vn*QIJy$93urQTtD- zLDUH|GsK7O7@wP*5WgQi&vtS&b-}-M47PiKI%bA^1=|eS3Cgh>S-<;A)(iPvblE$w zRdvSO{`^?jVg=)D*_V2)?wSU_Nv8h06w>br@qO6eR3=czeUF)_FJGU_<8s)a9<3Kw zt*Jx)59+x8^JCO=lGkbO-2z*eF&#TYU8+ z{de*{iDG`A`BXkn^&Q^>x0C(n?hNm@e1zXo_Lu9Z+gX95>%w*~27OndA82OyKHC%K zJG>m8(^dRF6Swp4$bS6$b}QdAl^?EeEcM);K7{Kv*YZ2X?cB}Zafy2Fc2m#oEZ!$M z_Cu7rv&%p=$nyB1{EqT_`TX?9+4Lu8g38fp383iHnDr8CgYMi}=&|1$bi5CB-0%AseqCoSC|gYcO?f(KXZNGO zYB$=A?jlcdoZQsodNe!x7wE8vr;f{h%*U?V{uh2*!F|hP`^3_25aROc$*^@<9B9g` zvi$VV&|`OodEcDe1Up)n7R!?dTONLj9M^;Ocee(`80L#{g?~|x_Z|mh`88?BZ2;YT z_OI)*sj%gtY}Px#eC+xd^Tnu|xAM5mDl8xK9rV^r=lXKrl>4Z-4CZ;W^1=xBD^TEXSrDb_~b5e4gJeC)L^=kh~ovt_yx~{)bugCpP zmL6w$=l!4>$oO53=Qz4}^>(zk@^$LEE?|6RPEt2zf41BD3F@m#{0;4lEM@yDOMijw zzc|D8=YeyeSkCs}j-cL}9~pb^LTgL2V_dSSNEFZ1Y^{dhkAAay*p?*z}cWd*1P z=7X_)d_mu%fE-PIQWJQc_B8d}H(@;PGf5$+Z?fMPI8H3%?-a|ZhqClL_}z=4-=Z(? zi|fMgGux25s;B-B_4L)e?`mDp@mADp*^2!iHHPpUO(o^AkJALF==`IPl_65lh? zo9Btm|Kxjk2cMVvFg*V_z84}pykA{T;yP@!|I5$(K8fch}q5%zN2T@^Glx!%mlZ-NdNfjVg|=$9}aS2ZIYe-3_`!1ZT# zb{8I3zYVAospEd%m9Sk3^RdUy4;^+H+d-cd^0Ck5x-^w&ST2WvD!)59>Ho&%auxHj z`z7pWw-ubvE)FnXj69S>-ERC6x!_SyuI6~TZY!zhC6z(no%@{XI{Tr+w!vml9m%CW z@0(5TodD|E87v>DLD4J;w5Qn5u8v#*+hs5hyW3q5^mi%QVlL>HhJN?#DX?8v#_OVZ z3~X7Idhahj30oau{H`W3pN!tvoX4Hvyg6Nmal4t$Jg>gzIqGmO=fS)A`(c}8&YyE~ zHEcU#4yYz(gK~W6e;<24{YRUDI;|Snmi_Kd?txCn@@Rs())caUdD(s3L$Fo#JITrQ zKzW$^s+jUGq04qeE*Q%B8D-`xCLV9QlEv3^>}7ju-)C+YLzZ>*%#`EgKP(PX97j7i` zb?pu8=k>R;Jc{4--JBN}8;|4f%3?j!f#>rtQy=tTevgPT)Uha^sh!1sThTn|!DDOj zJ47zqe>e9%{=O;Hb5$eg`Ss)AcPUfI4C=JrFdMc>CS^-fl<@mN-of*#$4NV4CC{Js zA^Fxi9>1A7uG2n&?cd)7%5S#OPAvlM4(hl6V-L$$@%Q+bzJl#WQO{L1>bSh341P0% zajzX-!Fs=)1BIcknrBG8fzQ!54c}L#VVq{qjkw?Xnwvp6UV?T6{eExI_v@(dw$b%` zKIg-H$DhOZ!K2|j>_)zCvNGQb|2e<&+*#_msmtrv#}45-^}mWizleJ7<9J_0CEhPn z&hH|#nfF&#UBct8o&%a;Q^9CngMNDyY}bvn+n$3hDm_X6{C=dRj+^Vc!1j9-{iFT` z>h(d#yETI?6Bw7v)eUI(s{<-ujrKQ}fo2oeqxsAu)a63PgH0Vbo0w-^h;7v4i62pii{^v&^h8i(4=0!R0)1RZ(2Z;f zs-qkq*GW}q*E|b7mVG@K+n0*=syym+V#voXIgdRy?!kHm50iBiD4KEpn>>6qY=8a& zbl8+10aZTdv#ZHV>9049I-SLSc9ZiEY?soO?Aj2Ft^a}U`qZyMnYV)+y9P9F5zF_@ zAe(X?yEwr8PTkxGS^v;o-Afy!z1&l)72KyE~L(z zVei2f2g1H9Nh4s}ZT&&Lu?Owp_mLHepsbPr`n`?mZ%_>sxs2D%%^@l(?_Mf2WRi9jb9=dEh9Rfuq=8I9)n9tSj;C?Hvkn`l^_)gUE zR!ucc`|G@IpmYc z=Dw)1l>PHgGC!Q``wMm5wn4ipE^7*^?--|xc*a}43ENpAsGI6Yh|?$i&i3aJ+gY)K z)MeBG`yBP$hjqw)33Xf73VLu$Xt&Qsdd&9Q{6vb&LV4FHek0wvFi!p$b=%!U-8SW6 z+`niR-0+=oJ-Q@*;$3~yKan&WBq5WcLVj@ zg?-FLi}Ab_AN5FY zbf_2QA2&l8kBb%|9u55p?%aOVGdcVn{yZrzE9Ku=bp%usspGamh<6+D`%DPl7t{VC z&vPxm$ILKNuHpSuZNl^Tje73vO?ZD|`yPX46X|Xa--*vq=f!@$Up|ZaF8fp0MIY+A zcqlx-@AUU_-wPYC(^?ehn4z2aeh$C#(L^LGv^p#Q)Jv}^WV&{43wK^o*~<7(C_I@J2?fkH*_Gkwgp{L0;s-i4*I1{K=V^0 zP<~LC{tH)u`ui&Mk7ryiihqP2o4Q|tBAesoswUT!$M(^sZVws{y1D6~T*ZEN+o>zd z+cc+tY(3D9s051K4tKp?+W#91^wPS zv>R0db<$7JTho3YC@yha+!Zc@ElU}Xn|2%@mkA?SuToDQ7xJ{~V+~=eM6Ns2buK_} zWAidWQ_gj0w$m5X;fovSpT0QMn+nR+nJn-57^suFfVP5hx!cWk=AxMW?6LDhk4?LS zWHR%=xic2F5TT#FFZeopm+ObLleBw66@x(m$!Q-G2bx?r1!HJN35D$K)mIyKB4* zwrs_D@Tz)<+b=!OdX>1Jnq2)T?c%Vn+9Hm(%R`LY^~USNc{rcW&f++`ZNz-AZUN`b z={g@kr|s~!178lhJ&-I>^jC0xoIX~S_N?R3WxsD1^|=q@bTec+Y&U--XlHXgU0mWk zIp4D`{INVWpzM2=Iy|YIJbDP!Y1DbOb{TBhkNcauqPJih_X_Ll5uhFMIH=ol++CL5 zM?2(wb-NkY`^?&`|L$GX^W5fahlkz9c6mUEx9$o08P*f~EVi%yPwJwY$aY_jJCF8A z6q9BP{o;1kcOl*~j=C-@2YuZY^kG66N8J~6cm?CX*!#rmdYb*S{(ZLl`Z&j7<(<)d z_F!KT;>M~xk4a{Kzk4Cf-};o-70t7>ttEpi~1eq57(g|SiMQzb~`^sJ$*dr_l2#r2k!t~ z%1+QPBwZorxtXxPm|s|ma+!A+6!G8E4&%+PD|K8n3%~ojUr`?A*_CT9z&7PU$7co| zU(M$g%}1gJz0yzpUwzkg_@0>@_6MnN`Ml*S zK0o;l-yabl={frk?C>9X-64;W-$Omu$3Expt^672UZ9@q?^nV0U-0`%={c~Y_5OCw z8?2x55@??r1QYz7LxA(^-DRfN~u3!^pfxVCypWv+HS1VEcW{ z%j%nQU$fXeLg=oZ#(s9aaVczBIukU*xDQHfUsTvCUxT7q574K!19e(6vh59^JoG>4 zs~S{Bot?G^bQz4p%@*!!=0|g0n>zYD%1u44FY`^gzD!M~ZpZR~vV0ixzUX5$V2eIn zH?CSU|4S^d40PBpT1F6}@5W!R*mX}b^_3__>4wr(u)~8@>of8<_KM(Xxspsx2 z*QMFnsqo9O|6=``Em$v;x-Rn?(jW4*yE8Rdzkks6r9VMuU1RFHnzReHowbGB!Flk0 zFXMIDe`=`zDyZ6Ifqp6T(5Pxp(C*HDd0WBpcfUljeqs|)6ko-9qp9oSK-h0><_74q zT)hA^^|)`UTkt$=pB3iEHDexFJ(%<3T>78X<5KQ-?z1+-_T3kQvHm;I)Z_Ydm);S! zZp-y+>L}xNU8fQJvK4h+9t!>P z`<4B&@&oF9H100PhPb;K<8zn6_S$DMzE+O~PU5^a-!tfPl`wzmr@;21f3{&5k3AXs zdz;X&KB66s&&tq$8_l1S{dj$eLbGr#dde-$6&P2n)#GEpjroA zc#Ls(l%Gw8yl!^Z5*+6;mht!x7>~Pd)E8NWdL8Mu8%h0<$yo#HI^nr=;dhuGJej|L zxnX%*>Ub2FyZO(<@6J8}+Fu@}9rRqZpq`sg+QDz`{U@kv-%h?IL0eIu<&%Qh4!w=?w}}H> zZ>En?$5r)dL62VrUExU3BtHe}^527ru}b9nbT^WD;ryZ;>U0&x=_0#7?bSU&+bM;| zRbzj=PExR4;eDXq$o_gWY-sRH`loUH-8bdFYqkN`ts7^l>t&Nc*_Zlma-N}{$MpqO zBInup9t!QPp2l|9?_(ULJlkvkIpZbu7L;iV?)MXDU)2QaqMfx9_TTH)wowOskHzr26za5XxD>XJ zV}HD!vI4f=!1BN6r%$Git2efyT)oM7TUIUP`9hp6T5ud#_Ai0oT>ll%SH}2L`Ou$U zm*u)Gsj6|jK&)Wgs@m}P_?J)N_-G%rXx|iFE9mzPydS;^`%O%87!L{GYteIZH}ZLi zmAt>^9lj^_e#YUlv?bmnyCZ@6J>XyDp+r!9_fIgkFBj;S@HqR+E%X=iIf~_c-tJ6z zuU7K<%#YM_+aT!q#_##N9_I6MDPO==t@%A<8}k0z`#*u-b_)F>aeR*I%9-%HUm2In z%Gt1WSqAyUi=b~h479T!2i;uixqRdy)|=K9jO7~#{o=bodAJ#9f1#e6&GlfLYiodd z8uPFFB`2Y??*DOh_VGPe|NlQNNm|Iol12w>K3Xo9G#BkiTBDIql8{c4BqRx;c7)cF zB*|6UnT1cTl7!Z*lh%@E^g%*$jw3gOKzxVC&IPY$^@9(es?eRS4^?JYee!us6 zoaec$L+JKt{*pX!N;e52LBcN zI6iKBET=yYnGfnMGw9E`<3U?C6qJMSVR;?SV|OLomtE|s$NJ|v|IMbIfFJ7<+d;8^ zGxe55fjloww0fB3VV$|lrJu`c|3chVT+Q;9+@IYP{y?8i{tA?Bwt#x>3eZntzq_gb zDs|!%P}QKXo45z4bx%+pU_ZPN9ieSm3(!^819jbKKl}yyYFRmbx7U&2vpYatz1opqX^JVZ`v7hIv>6AQZRpVt)4h;Lo^&d}P zu1m`4qoIAqS~-nFT`DZo=)I%*ZdTo&j&dk>X(J*>^_cjx^c{lbxQE}u--d5t{u&*^f3B@oDrVK zw}pQ8fy}?Xvf2lD{)$#BK)0QKZLfQe&*cJA zWs^SPL&RkpUgzH41nvLgc(+ZX-}v6lyUhqvN6#e<^R?xn1HA6f!@S>vN2q&~(SCF_ z#3L?VI0ovI^lxX+Lr3@LQ?FF9URd8PH}G?a_KVmwws)fI(Ee#><%jQMems6BDw+M| zx)c3dz0`)kpJ$kli%aO+;$j!Xb(d7oujtI{AL8%K=LO%tjCsB5)s*#`hwnS|=Zig| z-@P^adt}=%K9JA$iayEl1pN`eFMBQfFQW7OT?xl8)GHhL_xESJ%WYo@tvb#l^^2hU zojxvZ3fxOSmoE-OxvupfXtuGx-7gD%et#;jpO{QGWqz)HXbLS1^K;jW`MHQ;|GJ#X z`Rle3^KoCradKIWK5n`#g%67u=HvPp=e^lQqYzg|29rbX0wd=svi?3vU8^=2*-wK0 zeDMcR58DR%yw#vt!2Q)_7U!?a1EW};$o*I&=ehE_IqY9I_3N_y!bSM6uPOs|iYJe4 z18wno(3LPR7vgznGhz%VvpCO9#dd=B35`M9gXf!>!e8jejW|!;m29W~R&jotnzfAO zWwXfQNuZdCE_xxA*kzI3feNxbCVmspf4YIAM||}(ua3s zlNB5vce$fjo-i1+@yy3{K_}MB4gKr6*FdXHf5UfeIQLZNe+})MZ2`>)j+e^;vska_ z8Bh*jLf@V@B48HjewWi~ig{#*O2=IJK!1zAG|$9;)id@pPTP2yve{ zi{&jdsjEhT`qU7{1^eUG5e03wwFcED?*FQf)n&c@wLo3)KlrPz!+CV7W|%+MVQ28) zPeD88Gf=c7b!X=BJ}>0+JJ#_&wZeIAN1tQ;{XFMIZ|MQ8YPJUDzy_chd4c|Xj{C>j zu?{+NekS5;F?sw+vep2xD ztk7Q@?LYsN*ZJOI{B?fl511Op?K{)AqwC{E(hYcDa>l>-e)ls!)Q@s}KUHPpD@;tpL?#`nS4*;|s>|@3f7=-~9*MRpuHpx?Vtk6!P#(!soUu z%wJ24=Hu*7*B{Zh)d%!vv6gneWT?fWN@+RmJlA zbCvv^nN+s>^lR+j@slg@_ldvh>*A6!X#Z?z=Y;ctTm{=n^1IJbu21s&vGMQo`aSGt zvDYnzRyAhxJ}ahzrYrqiwttHC!@PD|HW1o=)(4aWdVoHm3#f;+B_E-mn>U%CN6#&H zcQZe?zr>)P*nb9oYf}FU+D6>JRS3>|GcK%08}=f7xsvP4bpiX=P2t_)x?5R3ArbU> zJU_*iaQ>T5{E5CjsuYa0H$l;F8EDJqkUgFO-Gs+LznuN-B8KzcTnYDsQQ4QHTp#-# z{_85~<8IuS&|=?aP@mvS5P|GOIQi`G04;Gsn}##Ut=p zU&VY~ByFZ2cjS3$vf5(mp|60pjK1!gJP9q=4Fb*lG*IW?9O{K}_PhkvTTg$NgPFJc zJ~6y*!O!&D!^c6L!g=ye9)ot3)INdvygdA0#6^r_{W+_^$nO+X9VaqAjJ|H;)1ZCc zjf@v?TwU}#4_|hbdq8n9tXJNohg9lM(>$_IT$4)quJ;(4p<_MuO%xgB&9!}Izmecd(YIH|glzANshAIs_?Prr(J zwk;0%wqU=xxRL#)ei`Sp*)hCM4GDQz8~TOq!RNSrim#)G(VxvVe0}>A`wjexkk6&_ z`LF8)ANVk|JAUEy=1tyDJrwfzV&<3fQs({Y2;bK~`_?SyxUwAd9iFrDz?YzF{4qI> zKH#U&-+hZh#PuT%v`>+;?WfRcGkqk|ugUTv`nP-f8)*3;X&&e6`CZJfZQ4+Z6eB7S<1?5iu2}Z{|{_(-7ADdB0!j$4kPxvIU>yM3P{Ymt5yW|M{w*IG}I$_hLx~1%=kMzet%K=sJW7+OBsD{wj{mMe<$h;)bPnrd~O3shBMcj|h$=eW@ z>zje5E7!OAQm${4>krbWH-vR!o(=$;XSuYRzgf!5VaJ{?R z-Z+$3z`ymeuR(c;zApCm!*fy1?hEQJeEymRd|tbye2&ZY%#YQT^hY-#j8`WIAJ|2o z_RRwOgy--()N&>nU3cszgnWM;{a1Bhp6#c!!uybiNFjp0>?S_Hw}yV&4fFwhDj9K+ z*`DRw==(N}@6#_2dHMym8}y^}b^RLK8_{z?>|*A5`qo2y-oDBFP9?LSTwca`ajud+ zZboq2+s3p1+}uX08l+AkT?KtycMjv@({l-_f`0v{l#{nZ^67>eaL>F=sxmlBil3byYRVv!_QgG;`ixG*&Y*@ ztm5|^M?ZJJ&E@wp>?OvZcs6i6C})fVZKKfte&}InG3|cFm!yH}<=a4ip*1M0Uk{3D z^%>8jpZjLjLizdN!yG^NrOeMw{V;AG`!@Z$5!acU!c1tTId1ND^yl>(ZU-ahaDb8Z zOQ0>{xhi(-AMjsO|3}d0h52yB^mALhF!(d~ee=s7hZZgS@w#odvOM=+g%%fsudnF}EeEnc-j%dq{gL!{ zv5)iQbwN|c9rJq8syXk|?;2jef&Q**orN!}S^Ge-pZ)N10LRAhp094>nXmiFIq+?r!u@B|#)qN(@^1gf*G(bMX^Zqv)8{(` zofghlZ^U>sub0*9^ZIh0+p15ozQ6Dnd|B5z3`Wjvp>O9b0`0jeEZ_1V%QtdjVBRL%(2rF%^X%w;v2r?n z-rmW$`-=Iz+Dt80hwHv)`#`p9jn`4P1m8Hw=equg`C8;WdcKdh`P^3zr$Xxj=6O2* zHfZz4&7d3@uFDSjduRH%_?xfmo~A#Dz4S8`=5GsAj_0c$#(X%k|0JKodv}l*Igjlh zpZyNwvtgeWmCU%V6Z%O$=l9|7VLyhc$Ir|6X8TAU z;OA@Nm{-d-|K{g=*?pjUh7{lQhqk}azvX2QLW{kmeBc3SKb6^V#y?z5Ae%JWYn`!rKmEdXV^ke`bY&^GOU#y5m{a7}KZp3Z)E zF^&7R+cbf=I(iCzEZgj)FIQ|JE8hbB*z zU!QOWJ}lQUUzZ0$zCL{w;%@t^^yx9|e;3o(|Lzl*r~ApRP;OG=$Zl7FvdypbV{r&H zqqsgz*IC8*v<0BjGpH}p&*cXCxv%PtxJ|o*T$BR(W*kQs`|Cr?Y8*!w{m;^WEB1qt zeVpje1K$Bf=Bte7)6Z?gVbC_7^Wao0_l@y+VIJJH`n)dYZ~Ag2_jOgt^mV!J3&eHZ z4P*iLk+D74|87$0>uO`j+gFaJUr&7iRM}n0n%pPOXVio?BRD@U(mw;A)Th|*?sB<4 zUDpZy?=j)r)OPHDH}kj;tQpC9@M6_O`fuFRpdI@dS;X=6$hif)f2|Bq?CC*9_nBM5 zd2}-CHeQ#;`E@RxdA{qF%KED~kKQ(7zrC1N194Yzp1ysU>*0K90kqD~WqjsLP#xhu zvtn9*XnU?Z@R<_#;y4bmoA?!=H``^&M zPe)K5;Ji7#h4be0sgual)$CDxzBU^O+J(%cRB|uI-{EuJo~5t5p262YrXSlzq&mvy ztlQ3f*xtc>&n{uy{K$5I+8FZe+e2RcE`3;B5`5$^^KZR{ujhAm!TT^<`TQ4|%mdZN zK8*jw_J?{U_`;|T{5uxW*X6g&HzVi5^Y3Xv>Xd7sT~FqBZac?i<>8PA@A{t4--W@S z+wO&Sjp@tgN9NT!tbaB?(x-K&&`;ik?Skljs^;;KZwvOTn-PI;(7&Vo=w?*(_1TZE z^XW_aHRj>beR=#c=GmqmeOm?pj_#*!8?n72?&aU9W`%Z?W_!sz&d0R@AJm&`K{SXTJ*Cw27de^DyX2GRX5B zNB4c0r>l+i5ErffhVQy`PfjSI4-eQvEyMmX@f=TAn`R(x%bp<927yX<2mQ+6>!+JR z>p3++vF9v&S9jhGnyy?$xS2do77Ma5sKXe~xi^BZ4yjIX^c0HC? zy8z#f>_13<9>e@x?B7T~UX{c6*x6)J$j@gFhc>BPZ|;}h!TPP*gDSZ(%gSLwWV5{5^NcST2fFbisJpRW z-c<~P7McARA9)|B>(c*S#ZYKl%yxkp$-Lh!y@%ID+W}**r*6sqdO3jO@IE2*!%zMg z{w!Kq`n1a;>yHC{pNBwqp5yDbnETS$C08RZ2ZVFoPJ9D@b>}yMk#%(R+d{5ylQTKK z9_^3!rH`RpR^z^Nwg>0cxttNa&-O<_)sd7l*)A{(Iw9`!8uI!B?1wj_xGv6?=hL?n zazL?%^W;?WqxA7ZcQM|d>)q{=Ygm8s|KR6l!4y7E&yOUp=kwN$r=Qy;>`yhWJD;zQ zq_E!Ge7>q%=)Yn=sbYgaSUz_}Qft=l75w5?=GkIj@aqfo715vhnXb+DgZ!=sue&Sc zbAR!9FJkzM*WtVp^&zz{rC;k;>Cbk|&wOsb&whM)komQ^m-Gq2uTy?QJ++y6 zx7$ue&v_N^3cO$Yc@0p#auq1s1|Odl`WYUkZ;PAg+y0L*ei7!e`BHu#zLeizWZfn1 z<0sQU<-qWHH|FPUQv0(!k$$X?)3?Q%;M+SNXL&QW2h}ZOq1DE5pu3)0^cxKwIft9& zw+sdKYit*oIJP5=>xZ~}kv{L5@_UY~tK{`Rvwz->w#{<6`)S33jRxfS3|ys)^+LcqTfbn zyCjeGy3*fOGUv&On1>LT>+S{BtZrnDn*y%^P2peg;mCL{C=Y)En!+4V=Vya{ayU0F zoAcatN-E-FUn|xh5l4OTFZits`MJ2res_83E5xJwy86)XE@!@uxZiEam0`a70M2*! zd8vrY!L30d>VuK>T`74m=3D^IUiC#(fa{IG5#vnV-u8lc9a-XqGQ{2z2MUPrEH^&GJ5Bo!a;q z);nEEznyvtG$VNaigBMn>lF6CyKx*}H{Cez-S2*p*R32uW`uF{IL>!ho9O3$Iro=| z^jo2x9DE7rdYy+q%7H(EKJNhNntZ|dy7izfW}a?~Rxo}jm-WWI1qwlb*K?*rNA?2- zZ9HkZGH$wYzZ#$T6t6FN7Bt;L-rq6{TJ(=zKZd#$+W|h2>)&k|`|Bh74x(JwJqJG) z`}UBT+>g$tas8Wb_B!Hb0q4WpCBvX?8GYU5wu1J}Vp(t7+2F%pgJ$FhV00gNUo{t6 ztm1k%o&N@P|0S%Sx{zAT1Jx#;2P5`#zgbiN3B+{@$K`cC_m6kmYas3_PQjPWh!W6t zUk|#9H^?T>viuDD-+dnY-{rd2h>LyPpGG9Ti07Z{ISCZ|nO8-g2Yike($B@a^i$o5 z&)3Lv0_Co&v|(;_;{FaW#+M5^ym9?<9T1D`MUA}wi`@6`k78)zpYQa7WWlBIIH_S1{K^lh<<*G2cM`TzadHLc?F+lF~uD)gJz zj=}5O_{%_Da5*S1zY26qNqd$)F7D_1j`oMR3G{EfC<*n=ZTy_&VSesnH9rsE{7#hn z3;Z1Q$-caQdelcl{=AX><*Fus7qTsXCu+zv)K{}#;C-4+=k+8B6<`nCt(pZ_cPyXO0sm+|+eZsGUq#?jYJoWyn@w%6rvwmtL&{x$aZ(x7CXi0yU>wkg|NAq{z_Y3-S zbpO{1?*FRi%tYK*jRD2JA=Jw`58hAe1a0Ou0o72Bue%DaOLytT@aM?9BhXLI0_DKR z$PH;MAH(@^wxNV}m9e0h#`SArALq%L)BEAWZv1DUN?rr{sY?Pwo*p0ei3|I@sv+!u z7pr*QimT*2IXSQft~1@ZzpL(i7(Q%^is{F7)`NcXVo+S1#`3f$K$Xq;ak@_EZ=c#2 z@yI@%EU$T%ew+FoC{}H!uFrYyqTgcb5gb348zw^g4EDF1!d|>C^Jdl?*_?FjZdy3cJ9Zhgh?&m#T+WZvwR*CC4*lF`w1&2g!aBBj z*Fqb|^=xwHrO>KFIebxO9iu;P*-anKbf8V+{P!qjyA6n|8vkKEL0>niIgBSS0QE5L zSK}(_|F#kP?fs-TQ0_}vPflM(-IwhLzj6z7-bW6825~c@3+uIO1d5CF zbvNM~__CbIb#JQU2KsmL5>WID>(@_nKD?jGet6NJlMc1Cv8Mrwpj++^5;R5$~@gyb%A#2jX`zvfAD3ckCHV% z2Xz7a-_5AG(2;dFpdCYBmmyzQH98>f>>NJ-CWq(rl_Af{ei(6el;fWM9{Q|n!sn@e zjrpC}dpn<-ZRn%6oX=VDE`43!%6?P%KIz8udfUA>u8WS_n^eAziTZQ{`iuXQ&vWIO zzo{XlSo44V$aD+-UyJWk*JZoIC-Qyi3;6nG zTP*9fiu!q7Xj{(y1wA(r+Fj3fil5Y;^;glq%{>17(Rpa(-W4A<$} zkCG?GfW8HP50QNt89%uYbWN9l@Po4^G7f%Gm z-lsu*D_>W|j(}E29%j7mU{F?Pe}UQ@eiwg)exuaTj_ebBJ)OSp@1d{jllt!F7tMu!Mr_sF0Jpqj`iBp*X?5Zy1bOW?w3zMxyXDHbWKKs z_FDS7sed2Klft~YS)Ev3-WJrI6G8c1Jm{O%C8scNH=kSr?Q%KZZkHT~AKM;bom;$v z7D=n<*Ku#KyomksemVQ)ZA0emx}Yn{Rd(?8nwRjpROag(%7Gadxh z#%|=$wxHS81ay+VF01`Pzn=61=$7sTRqQ6}9Lw^_S>*C38L#BNudbvEwC(XP#+%d& z<^Q8UkNp|c1^Yp_<1D4 z=x#?5bsGIVlCMFFq?w?rc$%yn1e(-4sn2siI5Q#vTCAd<>p9h-{bcSZW89zcS6!F> z?zYq4gcL-E6}r=;IlKK%L(hv|}&Oe;vXiCM~6KDx=KFxeO1WUZ_i-)DLzkSyWsO*r6F$b zAYFR!?Xj%qCiX(P97G?E_LIv?>DT5{QmhTUkG}oS_-$!4Z)Dt_V?Cc2e7%6rdApFl z?stWLg=y5LTX^pOaWns}=>FniU7Jgf}OW7Woa^SvsHnEYbcKGyezprT+K; zee=uR^wSn!fa=P8&=#*{d^dgF=e-H7kB9wepyhi zecx&iM*HI<=XgW=DGeCE@+#15tIqfZ?k^`d{0tv<@*pT$GH*AjT)!^%zlpfdcpg-< z9|NPlF4uFM-8XB9xNP?)d^vJH7bp*KKUgy|%zw`r&+;nvzxxZfL7Q$ZKwYaY=;Z(C zza=L@J$E;C?#H04{tjqH%x3&N_kZ;n97nf3Ze@HzV=%H_k$ODWrRzDz=+kqMax@3Q~zHqA0Nl^IfC&KKf-r)!A?-F<2k5u!xCth z^8#qLjRjT5A&gh{2K~z0$P3Agk843)%5ikrCZ6$)7P_3D9oGqoA&JKPapBrS7ai-|S|xl>P6r9rJYGjN|H}Up17w9T(wqK7-@ywtE?U zubkuTvU=E;Cg%iwaUFd>vcDv++s!=RmYs!GHF>>jauV7}UKjcQVtFjr%|*|Flc8PV zGk8Bapflh1?snwVM83~TzHc?FiubJy_nTcpJ$`j~y%#~hocrO3mV+1%es4ymK&zt? zl!NK}x)$fz$$`x4Bj;qo*Ugz*L6ONk-ga+E-ycTbcNN!DALF^Mes?Wiw~cnBFA-pfnz zoYQq)1>JT&XCvnqP~SBIlrKIQ$_Icpp8jgO(&z1yA@AG6=dJple&W95b5~wQA66d* zU)G_0P%m7!k912(8{Z$V^Ut{IVP0<+lmEoq^FGn*)JB%;I;7vl_J@t(Y0psWDk)PECjiSGcq}tH(LHcfVKU7_ZKCeEYkK4ECLtKCSRw!Qx`qI}y(_l8^tFl1ZmcKh)>pALbe82hx-@my3am4My&@P!Uh`NZs zGm)7N?I)#z;$kvrKD~kQzWkik(b|l6tH$`s3-Cv=it`!7w3E>K5zd$JE5CtuZ*K=p z{f|L;DSchs$N6*iy7??$kj3)$^mX?P$JN~q_QQ*dLs9Pk*!94vweWa-PeghSJYP zzpe0Pv5NEK%xUf$=XXy+T(%huM)qX|Rcv$6mUI1@Ieh_sYsYv{B+<{+Q11UKlDK|N zZQ?%ew#T!q--G+NE6x6PxAbghWz_S-_<1|} zx}G}$abL>)+fCu4&^C?x&FBK|`zkkdL0q+eto4mUT<7HekmG=+DP z-JS$>U5+QHBb>i)(=rej``Av=$JpN>r&rRSk1+4|yF>myJIvc#HxcDJe<=NXI_Ke= z(|1ApGGDUg%-_x9^m~5;)P}g z^)j{lHRM?>9zePIiQ4?g_JaG0zAo0%*L`!AI~mG%Q0rI2efskLWmO z*Jbq{cs=_ypQTYpSGhDa6j`VU(bxB7X9eo<{G{q-;7i*^K-X%+|BDwKM(5R5A%KfK)+KR zgKxLVWc+3NrET~sv>UeowAbcRf5q?L?_9(B*_%MWaw{kgIkL?*P=6fsj89lE;bTzE z-U7M_^m})HEwtGCAJ9CJ7s}aQkPj?`_6hSqb%g%ze&zes`37;3$^If=H4fU|@dUXr z{0=Aad-hYn61`>dE!(S-*&%v%U5@#>4u1`_|>q;v&aML@Va)dQO-xar_wk z(!aBhKI)mT`^lU?XM51s<)xPX`rGTE>B@e1qr$woIQn`dZ{U4iewg*;edO=yj9;Zd zvHBM3S*<~x-wc!wvOnI`kApTNnYXJCt5Gkgpl|Q-pqkD7Y2^B_?yc`U`gR`ojn%b= zvR-y7DBC1ZCs!wDpQK-Blm!1?0lM@lpqf2^@iv`6ed1cs@1~#oyyNuahU{-QaRtzR zH}i8l_7(be&GDd#o|C#i__=P$@)`|5dH7Q5Y|e8xBmWEk)wLWM*00HGZ_=0RzW|E; zV_04=2y{6-Urn^^!SX#_$cz7X{hFQ|&O4vEmwr3-bI^``mp&ZUqeu4lWPHh7P$U`9 zHya768V`^iIR9Nvr@xzdJO|x2t?p=uMIb%VeFh6iPXyfz9G4mL&dWpIb|4un@ z474j52hE}nCLDN-HcT52Ng-by_ zm;2i2{GIgc;PblH7tmr4$LIC2XM*NA?tXbqXutdnd|C7_0aff8(2bi#_TqVO=F9+= zZ{oT(d6?(8nh~*xizN2L>pDF5O&!?^|Bmci2+H-(QD40d&oh0B&so=m`ICs5iMYCA zGH9OQ^VC(0hL&yUAL4%I@A?!e_7CU%>X1$jWBr36uewX~exK6!)m8L;_Zy$fav=R% zeL$bKV}f6=WIm>EW&OxG3w)iAc^~mNeNC(l`bPS?OCP{`wZr`uhJM;F>F<8Z9VmBA zZv*YQj-Yy(KB~LWXWg%j89zdQ)^&rwhy7WMqJPV*TD)K5Ye5qiuK$fbEoZR(ATMWr zEx%*FtsiTJ`hF!pAG`25Xq^)B=34YipZF2t_Uu|vyufn5@-^14^%l!NdlytM^ZRv{ zKCNEKXZf9)-+2Yv{4^bO=~G#L$J5l6!Pi6k(oN*|938Kb z@85}f(fwzm`y1HBEfDw3n}A|k9CZS}H#71wURV1f{c!~6JL*&Pb)CPLzS_1Jbe6tu z9_PF{`}y05>r-#A-ld!mZ+@P{`0&w;Urt}wAJf;3>W{doe>bRZzMcFq%!{wt2HJMN z0rXRux2s#Oh1Ruev;HQ|qf^Ph!;i%@`npdjfwp7V4{y`L{xoqMUw0Gwq1>J4`gLCw zN1b~C{_J+J|J^s+1Z_sV0?KOKN6w~or=H#v)Wf-doSw_`S;T(&xjw;tVBL0(pWAcU z!Jp~p>d1r8CN+)zeJB~UW3LC@_Nzb@`zQR@#o05wItSEsUjWVR@hwG^5@JBj+E0zG@2SCa^!=XN0`H9oN%2*`4*8btHE;1I3!Z z;m>mBmC*7)UB;(zUA&oJigJ_6dG&r$2WXx0H~iS|_Vn)^pVGH$tN>-TSHZ~sN}x}8 z05o0c>$>j0s0-=qZXDOEyUHTwT9)g;nvJMCHU;$~ZCL+?Wb%)$jMrvAflFsQLUrKh z>;G7Wa&t{7sdn+Y-lQq~lJOtupRV#_XnXd3)=Mk|Mdl9bzv#by1$|oFzaR0)K3?R~ zA3)pVIH(Jbg6ezE@(HAR<$GxPz#*0o<$dI!z0{k+`|QKl6Zf*6;Fs}zs-s(Z{fyAA z`2Ia;bIoefEeGv&mios9pwhFcZ<`4UGllvSwlDRZkVs~=m0)!Ldwra~ZqFWtZu43uyChj--c-i-4k8PkFoJ&1s2K8Z%tNYSBpjGS*pc@~~O%La?={ldmuSL=l zP;KIPx;fno+K#=6$dwuXr1yTIgID9=~H(> zyY$cx-=`6@nIGoAZ~PU$YqphxKH)_0;~ms_Yd|%N`MPY!JU#L{EMGYgbmtZ89l3$J zq!uVvRl=8C`f*T*|AJ~0ech(f|ICQBi0cC8?I!LG)^C~3`mvKicb@&$t{3xm*^YUw zFYU+j^pIzVa$ClBftfdpZ>s|mO`yqmU>Tv3zY(Kd3_pn|Q_Q#uU*R$Rv_V4Qg z&bLz?m(hQd<^|3Oz8u!ijTp^%j0SyPZ!ofd1gMgesK?z8%EMt_`+*tII)(G?bZ4%I zSDT)MpS#?)*WKJKsA*2Fb;pB%IPQmo>XX=)tzk96EqEav)+{%px9Hu_$cPVe&=_LCmmtED}r8gfcgXasq0C9 z75CAH?V=OBZtqDl^EBuup8<8sFVxTe3aTN$fwm#3Ut`?Hmm}^bo&!ZIUT?OZg4W0B z|Mnc;pE=Fuq7XL}aoZqB_vu&1wF<_D<&S?pOM|x?(l1v&FffJTM>h z&%VO@UCrO0%z75u{T6;-f3n@?COm|=X%N28Kl%OWWBmM$;`eGB^80d?tx#XAPUQXW zX5MbQH{gBhT>;wBTwf@}FYrs3a~$+LIlgY+Dq{TCO<<%y7L+sJ0?mTgsN2xjRY&IQ zei?n;_a)u$!&rah08n?LuPaSo_q#i@eE!WWPq~RYj=t`1xCYw)#qo7r*wlZz&jJqCj+xpQD6(2P6*|Mq#|yq5{#+_rrjKQ|3_ z;dv!z(AQOs4bVE}U9#@mpxgc?>wP;1G}pYuc=`-b&zTB}e&IRWcrtW!-m)}bA@Z_fM64eSrF#Sh?q z_S*Zv$hpFxy5ezA#H?j}6!Tg0(_WS*|G@aqr$M{$XV6b6qaI7YHJ=7w&OVR0SX~Lq zbyeh`|AD%$cwGr0?6sGI`ZdzYYSfRCcJ$w zzmK*j?32vr^`rE8b;W*OzcsX1O8NKt75v@F!JAR;CaeejisiiTi;JoMd<_)$h3~cG zd1!O`8J0Ka_v4#C3avH`0%aDzPru?W)@zmuntHdedVbYz@bfR& z|E_ce{qeCg^v&j6?`9Y8f;J-@d zp4$%;FZ3ca*$?l2??`!7Q6 z3iMO^fFiREXv^v6I-h=SMlnBkC6<1^bSizjT^L6nOh5O1=;yAa3O+1a9V0VK>C2TI zM|UNh7bmOn+!nX=1(fSk^mX5C7__NB0F+tjEFVUH_ZK=q+xR5b>qei~`By@_ia+4H z{=#9<7SrcdHqTr231R-+>;?4a*;%39GoU#=9CYI!0Chh5K0y{VM$ksD>V3 zJdXLhSXB%yrZK-&8|lY3J{NJlWiIGf(kFFFCbUbRLoTJys+u1|+a9|Zuh;|n3#FhL z!MN(c`S(JwU7+O8TC(tT;4Vlb!Zng*4!`tq!v3@GGtDHl< zjs5X1hyC!P-))FT)^mVz0P}aB$9!JJHVowrK+(Sv{_U$czHW=IgSOqP;LE!6LC}ro zesr=r{akIFfVj+Jzk76lSv`#X?(zVA-Q|XTVUpzE543^vk~i|Df-<-xwEr!hPeIKbn!FaGz+qCUTwt zwET7_esGj zxvj_Y_es03K6Q1L>&I$CtD9p%)2$}U+wi`A*=5x4hxS1ceP7k&`!WqG@jlhjv!KZQ z5tP$I|G^mM@2;X0adWze_15Hrt|IvPpDTD>`?o=V13zc;^DJmv&fk^T&;A$v*prCs zFmJoFy6Z{tf33uj7xh-}%JFr3j{Wg|Y8Ypqe;>;oecm>_9a?Rq&x`$%x+DEv9S!@y z$I#zR{cxUoX+Hc}w&8j=oj*VL^$hxW!8p*2dJy!@x`TER_m>kf9A|fuzOLtPhCiE; z?|^#Cdir*07AQ9`Pq*cFQdgs|o73EXCUTAs>-T8@iZ$FPRuBIRe&+M&@2bNwXf<>{ z7@5~X<}m+NH9n$V`X1<~z5~j2%Rw`e~^n{R#@f@qJsyxSxCy zae3${sE5)2?K!>=rML6Ce!D@R_a&JT^8CrK@wya_5BS|fsp~}N*|mmNN2)QN&vkJ= zgTC#??Sy}-*L$o=E&Q$OH&rMEDT(znvreKc=s z^AXC8dLOilR+7Ku@wzz{^m)NQzhwR{FQf1IU3~tkD@mV7U$$q1AAUtf&cEaRPGs}` zi+R0ygMKZ(;qzR-&e!o@vpwO?hxWyT%W$21FY1%b?;`sZBCc*>|E-_Q`r;mtw$hyS@f|)Gnq^>*4fi-#hs9_TbNH4N*_udL5bH6jc5O z(D!Kx%0r3dVV2vX>#5&s3<^QI#*LtLK^&+y^L2bi9cVL>zVGg4d&2j*i1#fI{s!tt z`S;j`$M|=3VEa+dq@UX*!OvqpM!8=`Ki7}&cjoR2eje7-+2ZiKInQ>N+c5#x+0kq- znNJ>u7JK@GdTvjaf5yCAes?pp`miOLd_Cy<(#Pe1SZG%feEfwA^vn2jptpgyr2G;#A8U&sD<-I?p!bggkLKQjvSeI5gC{KKHQ7|w0W=taH1J?pLH_`6Nx z_`7Qo*1s*`d90Chtl`rla|5XJ-vQO^Fb-e%BD6Wf^>3nIf7VOsOx9_@^7&`s!)Du2 z(3N}z%0p`zAH{uQ-T5${o}P}lPq-Bnd%BX-+Jd%>{w}9;oLz6BzpLyE@HtoV6DZdF z0LlaVKohr<umZw3Vc#8L%#de1sQv_{N**~w2ObJ?pt|a8+Yi^)UzXH^AxE@|5 z?+boQ|JKL2Z=GCk5jSUEC%e+WWfsS|{iKHxw@Wym-Sz4c^bMdKOuFsOq22fvV5Gea zn)*EF&4u~xE;sBiyJ#)_JAwPm%0tVb)hwP9Ba;3DZI?^|Bm30Cm&HELcb79)LFW3WAyh;By^H)LpKI>SoDcc>Y#s|>iBHyQPPM?r7LwlqVulIkwg?j21 z`m>rH{8?;9Tpp&+sN_$eZBap}zX>#Ne8%{-tY^A$yh2X@koA)JzQp}osW+VF(`9 z_^GVU@pJWk7(ai2dAZ-oyxd&#BI-rgvDx6~a>GboKXV8u?&}Nc6!x!+ePN#aRc#RW ze>Mm09h?Ved(>jQ#iiurGw@@R%KhWy%&pKO$tPyN9t!)x_UH(0i*8^%s{trlT@LC~f5Bhn2Ku|$ zcLG{%+6(Hr+#gog;(4p`5a-Xy18<@{vfmc#58-+@J(qs((w|4%bfw?xx{pAMJ@j=s zfO)%Y6Y}<>u_(9Q*)MMw9j6}`ehrG4Fb?1C186_VvV6fyVD!8f6*~~xF5)~oUAI28 z9Q+6T&TQLH-%HyF`U|gvdiZFT&*Qvz*M#&JG7wisxi5|A-ws+1ZpQlC>X7rVWIXF~ z(3Q}S{Z!`DDw*rwR7d)%IYXay<9?%$c4PghZ>!l7_pwDSLDiu(@7p9$az4J=#C`-7 zdkxET=>KX~40XjNygs`+DA&>F|C!gfi2dvS!YI5Cd7uyI`?Lq$(%PUJ!u{rLJol6H zyB&SDAeK$pw) zX|`-T^@I;WRg>qhyPT!aelqu+Q8i{jix}=JEB0``y4dpyuRs4XXu9z{SJi>@+{LsU z`gZA5FtUFL7}=+r{ym)i>+-+_`gqnsPz_~&yF9Rn`FbDDZfxTn9v zb4?D|%ja7+K7ZxGFQDz%Psu0qS>Av?>L&gNTCApDn%hZn3G;dLGxKCQBlzb-q23wh zy=DQaHi!KGRnjdD&-Xi`c`*H1^bfv!DScL4!ghy#gml}3&ZpnHCiG$1p4Y2e==<`! zZFt|VDf2~rdSjlXIIx`*-Nqb_xAf&uxXcxIg&zGxTTGF$Hn`m)pm{TmJlzcxm!yJrbQe&4AFhA21GIjXujB4!p08hJ{_mGFUw4f|e|!SlBl5l9 z_<3ymiJ!+&_CwgQ^mDPF?M2@=eD1%pooM6P{)x16d3|cMzhn-y{bD-r_t3MTxMU3I zetU!*KY;PDFQ5$j5J%6`wb%X&Whx6XdC!EhNzdcFc9K&&P^)lC? z`#w7mm#semO;`4>NB4WTW4M2un>Zik?rrw3s}H6^tDEWH>LJpe`~TLXSF(Ryw&(me zzoISg^A-EoP2qKX-8lBIn@_?zwa~w=HXWibH~Sp44cCHZe#pz~a9PO7D(B6cd5cxZc8i-JTl(EdpC|< z+oIZ_nstW0Hh3$2ZsS7GFMoy1n+`_ig;STZKVI}_-X7V<4{<$=zN+ic*Q4jQxtzu* zw@cVRF9&d5oycS!?{Y8W^_^ouQ^@skswU^xi;QTZ_=T>Ny%{*JQY)Gvy2mPd9;j?o6_w?f= zt}Bo3|E^PV5ZC$i?Z|ls(7vzXbpywPX2Eb!ZF&%N6_0`m_p8LSGqUiu2*X?vM&LslEXT+@n6Be&HUA%PI;Bw@+9cS1wT2@=dies&tduA z&v?GsCy$Yf*-vWE{TEuS;qzErQVcB*hWzz9`lWxCerY~g!}{+sk5>-|Zf0B!VLq!n zF^{$jsqK>?{u=#O7qDDhq<{Ne%y;c|pW*&~C*OyNp^w_Mz|mi#T-T;QySqN;`+bo0 zZ885Ic{%?+HH+;S_v<0lvuD32KR-&2ISIP$q_3i1$$_U4m){--{Um;V;)N<`^#SLb zxu@Abt!`$2wMu5*tzTunD+e;)_Eib=)raWY?t1#Q?nHmJiRnMU>c{f(?$EY7 z{o4L=H~l#O-@M=E{^XHwl+U}n+?mi^Dg>mv$dC-2>0#FTk1+>>1#{UfS-=2A#@wXl$(>R~qF6jj=+oXc( zVUCl#2`!<0LKD{iydEg_Uk;iPVgJ{eocHFN?SdcsjLo3S<#@TSHH&^-!1-?`ZVF3>j2r|)iD0g5%RgL2?BmZyya&FP_JSB|U84LzY%O$A2! z8$g-W4zx>}gRWOC(8PuO{Xhl$)ul6!_mh8v)^#|)PG)i5yc)U>ae3%dascysv+e&; zb>?w8R{#G$2_H$wzNHgGNs@gTax8;MNOoC{ZIXQ%6GJ&n2#GP4B%DboBsv76fxdhISmq{A!CZ$mz&tuhFia^Uw zf57MLTnEae<)CP1LF2|#R|xCX&-I2@Iog9dS%JQ6MbH+ZzsnBQ*&bJc@v!fllk|BP zOaIp!pGUizL_fBJn?Q?0-0wza?Fk*3=MP5K6N9=}9OF^l$(DTI(D|A|i#B2Wzg|_g zFADD;xyw?Q%6y;L4xcu2CI#Q_0@@OF$e3r?Ug!b*)(-v+6l2pt9mjd)rtTDIIeswX zwZi@|Jz}BVo{)!MeU3Ud5Bqlxza2s-^s;>=kn{<_?(*)eC%d;E|*~5nYk{> z-Qx3Eb)#Rp+sun)CFWh`a`5?sq%Fp{|92DaFJI~bIhZ~QRas_`8fYwed)jIw~NqjIDJ@6Vm>V%yTN{! zZnM4F9qL)kv(@hp7~f5*_59vsMi%i3+S(^hkExi z=Gi)qerjgFigvf40ciRKzaC8gl^@WL#j#fW+}^>jFLY%8Lfsfo?g6@6-9dZ(EzsX* zfB!T6UmW9mfoRV>-87(|yOPY$&20WV^dGDzn0NSIC=Q43LH~pA#SXea?#uvv8U8Nr zb=G-Q)h&qYUVML(6_>K#$WKAjmwCCf}I3!q!vjE~}e?rzUYwx6Vr+oGRB zo5CM6{`h!M93Ba(oSg5bH*=g^ZP19@hHtX}D~&-vvNmYuu)gkYMM3M_#X$FN9?*Wq zyxh0s{xQBe_m6Qyx!d8qAM*Ir zBG6*R(~O^Gz22lSpO5U{#rx#o{CSm&^X>fTi}dGmA-^wofc`AEGk)wd>V?ePRae&I z-JX`AUoBAQW!`Qa=h2B{H{r)R?hGi#hIw?0RxrMK2B+Q-JH- zbo52~VEGKt7Wos@XODxXe>$kvEe6H1P^WMH728u5g7)ehwpXC<`=xI~>wI0^ z*CYn?qv_xJEZ-00s&^1~yN8o|#)9%x3aF=Xp1ztg9ojb^PbQ86Z9|S1_yb|yeo{Ne zi@XU&_M;1Y5|kAW)5oh!1m()$=P|XYvlgYF_x+bXy!QmCw`>7T3dhNP%Otk%jsxvr zt^+rPYBPR=`@r~CPeSXn|H4OQrSs&f!=Ovx{55l#K5k<^LtIBQ4;L$jK-*p6T(%K! z^17i-LDRPm^_{Zhp8TLZ@f6$ZW@CKlJ@~V4c@}iHeg#$6U#L^L&$~;l4s8eLXS==* zpO&5XlNqZ)KZ572iSoms-5s9CBF1n$RL6z!*u$*zs$BW-oEL`v9(hmYb8!3Lpnsmv zX;Y8>uK%D#fE#WCi`CY|-v$UYRjZgkMmL4UCeahZ*Iv~5VAR-W~JQGxYs^$}@5 zJB&+&V;-_r;6AM|aRHPp%5R>t?Ns&RZ< zjAOoSwlP2U`x~=;Z8QEJkC;!(F2S$Qw?|x`r!Pn9IqYZX+vZYlw%6(BDvYvzRS+}tN2fK3-f8XJsfTHbGF!LN%HE9I2nLPm1xqGtxOgqMBzD71s zL01KBqZdGRrUaRmm+?=tlGpFhFT?zGRh|3BxaW@3H|PEgn)>OWYsUJz-pst*&a;Rs zKb!r3m;y%fR#1GE0P4-m%k?JakkHd}QAo zpvuMkTpYRx|MjH~(}$zClfA;ZYxP)fw*$G~t8MrW`!{dTe!y5%-RiY=W?E0WWFf0tjPKA{yxXq)w+qiE~f!q>TpmjW1U`92tJ?d_0V1! zlu6auuR^t;Uk24A*6roQ!qA!LwW=Ph+q;F#>%}4F@jCZj__Uq73N!^c4zF`_eVn<} z7jb`}4Jg+r>igx`zfc}f<>ESbw~+JaTA63ASg$#n|!OP>Sv=Kp}E zKz8b0%-{VY?jNtG(f3{K<7k(sF2fJSn1kfl??9E72ATr&dB1c%w7vQn=n`gv;u!td z)cXKhcBW5@V^g6`0lpuYbk+-0t__ImT3gva`})w2pA%Wf5A9Mv1|$2*hkm0$UzYj3 zJW-GFieX;en$z^_6wb4EB{`p6vCpPZYET@qpqerjGzAhtpU6DiFKPuXGwOqO z2lt8bOC{sMzx`7BwyN<5{5Z02A!t&%6KPDVBx&JK-GK#keb=8&3amH|f`ACf{eArT?lb z%$H5!Fpiw}MSKtHspmldv!tFx>TgR?|Hg4{nZfHL^)SRm8~UT$9Sv*?pVDE(a541PX1`1xwS_qp4@^Y{2L{H|dhoSn<} zI#X{0+rvIGYLeye(|#7{?@k77LlgQ92hH}r)MvVZ`s3D&_lpI^^17s`4Ei!iB(9c~n`nh}Ud-iL*5j2IrX8*gNGd|=K#_KUZ7h{vC z3nsGtI{jRork{($y%-9+vUW= z@Kw8m>(fp87W!-|$J^DUrO=V*X6QE)R8uD~ek>8xwc%@D#M{aF@P(m+R!zx-g$U>1)PY%>l)cB+y$aC~{dE$9! zw~+hIx;aT6c~aTrM^HTEIx;(NDYS93*?xKgC^Lpquj6=kq+^ z)e%r+*#_z@U(%;z!g(y6!~X4i!nx>uyP{p`F#oN?J^J-Sp2MPRasHd#!TsRGp|D^3 z#xCe5GZgy^=7aKO&VzEXHTXPF4teAW&U;eb@-qJIf56OrM|9qQ@jNu!LY_O3d9R(z z@n%2zSG4Qtr1>r|KYiI=VL!deqn~>w`0dy9U*-9}AXf%|*hBiTznQ6ji=Usu`hi?S ztuL@n?h^RkVTXk4mav{KJF}lHkp=%A7ti+=*^xf&7Sg|EcKWPs9P-ug!gzHB`m_AC z60cv#JUjB939WJkA3V?T zU+X`DALkjy_#OJSd?k_BKN`(=$@f89G_Vod-OVA0>)L!DFpl}XszyKeOJdOO@7D%R zLH_&vLB8k6ip3BYZCG#De`IC<#r*HVJsaMa7V`Hsmyhsw>c{#^=Dvh-)jGs&<1fh{ z7LcE$fd1zXL7i_5sHzO3-qZ&aW4nNE@0-+*VnDyN4ybFs0?J?M=Wagz-29aXakYW@ zx$1hKzPRx!Xs`VNn!+c^LI*&(W*7DLEujB`>(X?dub^!)=IOc)^K^fJ%(5wxtBAGCv6m-mZ3eR@mC*XOOHzOayfePc4HdJJQ{7x%HTSL;wG zmm#O+1bxfP@K-zV5EvOJq~G4)Iyb!~>_69u^W{u>Ec=}a`Fhzfe{Nc9Ue}EK(&@ZS zp-nyZlNr@`-J~ecHp$QSZQO@e9D4x26e1hqvU5JRr!((2{lk8C>z+p3j}GJctDdA@ z^oV|YT|n#Pd-UUqft~I`>$6utl_R__bT|v`ZtVnpbLQ>xR6KO%zB!rm<79_h^zT0O zb32&p)pT@K#O2C-ppNFe_Q-o8d^vM}H<$1UwBEvfTJ;v@=RWaO#AT%tWar0t-PphA z%Q-@Q{TA!%YSJ3SeM|ben#6O|YzfX=vsZ?p-4^RX-_G5F{ae*wyh#`j&%*Oj?e(yq zYX--~Z3)g_&s>k@Vw36TSKkAD^8ujD-U~FY9T?fynDMNam~ZddOP^l0GWa&nKNoFS zXO|P(uwQHq&|KzxXVIF}HN!mTMjXGjgP5=T`ypR1QIOB=(NBRY7oX$e*njzaTz8Xv z>KZ88(vR)+P@nI|{Mjhdf5GRzUmE5q@r`YZfK16?ai`Tgy>G$>rQW*AAnm(>_aNV{WR-X4?!@OCoZ3!(ZFkd#?Ilk;m zH)X%$^gX+alqDt}OHQO-IT?)n_X+yDZ9;?>hSNF z$M+F=ivK<6r=LeZ(U$LdZZF^S+#ddSAS-fyftt+UHS@hrO`@NxYV>pY&368Ga%L^) z6Y1wFZ9e1cgP(s+KUX#0M_jx}KhHcLKpdl=`xdRyZoh9z4yg;u@m0vTUI0zXGi2X< zpcwlE=wctyFWcOrAKtzM`mq0-o_3geB=dB?pLx0)zM1hB^mTc1DYSZmzV4o*uj{v` zvR|1Ap!?@NP_FC;>bL3VK9Tvl{@+;8o<~X~mmdyBpF`&#~{;p29fmS{0gQCsL zpq*PXXr8w!+HoHmzmGoe@1BRRx@N4?%Zk6yXJc5em#fx8n^~;a+j*?l|IglvQNeu%*zKO`)bn{OL3i>acR)D#C&q@7|`A73F_Q&)Uku8qlbZV ze1Gb5JwVepoCmkN1+<-84|Kb^KV4*fGUG*<@5@!3eR*t*X37PUSwXI<643-EkX!9N9k_RC)t_dgW};T;jSkpZFHED@i{$DbGUN zhW~}{iX*JEi*iSx10x%sg7hwMAS_A>GaP?EiQ0>*kv6IeU;F_6FVU;G!(w+h!K?Y#~OW zpLmIWt=7`7b?y%tZ#xB)t3L)!gJkMcWTw^|KVrPY1W?c5dw`B+-CcI(`-ADwsT6z!Rx+lKs}-Rt3Zz05j@{fzm!9dH!Ct6IBS~w;YEdHw2Q~W`1*-))Q33lUDu?atDHR%*LgXbkJtHXL5pMMKzqFq=;RZiPy8=^w%!9!C;tK3EA)4JnkyYsDB zw|6DKL|j(lc`z=4KJQy`-JF|00PT^w4eztL5oqdi+}&&|1noy;WxRe^A6Jj_<3$C| zk2iIf!KaOz28wbC^zR}a>EElEuiJ*tvb`PmkrxlIz~{t@!(@5-y2{1<=48fr`eMdp zP}N8VO`&iOoDAddX&)f2YsG_hF7tbplm0Fa(ce`X=h3Sgq`k`g-=x2R>%_7)U?h(N zBl!gHH!#!zHaCFw`(6dztvclV+Muq*_W)D32DDgFk@3wE^rij_zm_Lhrx#;5kI%+@ z$$0ijpsK?4ZZhjt`t_9!pj`DK=;pKDZs+Bt-p%oI(T@AaMCv*4X*FdgsPm2hWu;JW z4}LB)o?(0PL-?#uWPUDBoPahdKaks4Z}+X1KC#om-JXbxMg?IzdYz=i}|1z}h83oGY zB|-lM>#u49eKwLGATG)=Z}TJQqy9d%{r*2_cQ@z*VqECoCiwDI=6yPIAC+tLU0b{a zKR0Wr7wlx7Xg^_oZHwneyGqLk`Y8TA@-4mx$d0_P|D5*|U-94JN4NH3)mh@t*5hH*XDJ;H1DUThWCS<;qQnG?-M?} zcX+@)n_6ZCW6GCTVPKeq!y-K8|g&m;Sb(O-8mKUb4N zem-SA<6$4Z%<*#3W7>zp}UKi!H8@QRm4oPJ_DFaZtXpA9TbOMe>Rgv@`gVuToHwUFY7Z^SHv{bs?*D2oSEasA zUw4-4+DzYqyna4?-44pa>npGxZ?9j1&zb_&byIaS7ZhXt`p+DEd`+ZfQebh6c-IarSAJ@Z~ zS)3QI&+VXZXXQA%S~r7weDL+_?V(M9SIPRNK)r?g&iMmZ;dha9i0Omv)=>BVlB~ay z@nfq&*Ed1FzGcletffFT0Pv9J3AdOIJ|u;JkKo=_6>@Yy=tK9W0-EtM^ zZp@I24LN%2>Wv}zOZU-~}R8#3|c1Q5_{Ly%Bi?OV~ z+IbbBbv{1l#ZmgZ^7K`IfIh0yLLN7Obnmh~bN#g_R|xm{-#VyG^lKeQztz22=T(|@ zg2*@`KX)@fS7r_U;w0k#^P5$C&(If0(}(v}Q_Hg7bCt?=H&eT&BM^7Pm|r{lKD0^sfbn-Hf~p$xYrSzQbYxo-(9W9$`cd>_ z-+Uq4r+)#;Ul)V!pD(GuSqAzRUxTJ!V9Fxu?|2_^=woPigYOMyE8i#lKE9{u8GLWC z#aNHUYj>m#gNo-}Gsq-#4D^lSVNf&hPUFiv50L-Cg&p$M!qS z({-H+(E8(2>LGm3IL>?b2RW|p_Fh0-RsEejeH65xu@0}#?Syu( z)7RzkG-&zjN>Dsn45~@tjs#RdzZehYroF> zTxtO7jnzQ=Lpji;J`0K?g~%84fbxSdFTU&J&?fyZ{dFMsdv^(}&x>W;mqtANfj)d^ zEvTn`0s6bMskd#dYt# z?7#43KZ4`zZs?EH`@W%H=S?Bcz6*+Sok2CVKJ{3Ruba!v*VQDBuZ!}WH>Y|Wrw=YW zLXJ5En#+5s#V+buoL?snt%CL=7K3`)Cv5M}eBPvg0Bx@r#xF7dkDR9gEtA+!Rhv#d zaT=(4Orc)+At)Y>1^qr!CXHcxR#Idc1+BNRP9Pq>32mFyW54mi|L^jBK=)hWpvhNgqdDquuiLjq*3eP)}C%Esry;1}1 z;t2O^^`*E@O_b+4H5+pQJ}k4d?ye@W?w&cn-KBEh7<+~LxT!Se=kioXTqnjfpr6N; zqi&Z6v_W1`9cZ2z}>`b4xjp?_l8fh**hyL!TGN4@j0OYEjYi? z6gUN+RMohiLFrx4w!{`t99~U5a4G2T%?I_{DU9!A-QCP)-QAC3-QC@I2kqukH_$C$ z-Cfsd4(*qOJbi0zXwjDQ<4hrrr@PxF5w|-FvHytNWUK#>cbTud1^>eL^d{~b=MyhM zyPr4@UMxQb?V~dD_1(}iyW@3RHnM%mYH}3wcJr5Izty20Kkj2_dzItt;;S+2AI?>k zzjlRoKXze!R0sBN)Dl!v>FeUf8qj9eOQ1eqn#{xXZt`*ZyXuw?ar<{J(7!>S_oFzk zPIh`g-z|0llqU{>E|uf&`U30oqQX~*t96#`3umzZstKUZml)dnf~G)cwrAyeZZ6?9 zwpU}l-tB$?+BGW$`lv9kzHDx2oi7{PQ^P#GWhdy<k1&Q&vO2pyT$cxLWFbSnysXN*9gA8WhAsd*NuMuko(j4R+9a4a-EyZ z;J$Ni&jb2f+`sgcF@n0OE7OQ)th;F{Vbrq!1L1N${*mhRpI$( zw%8E*`;IoCsaFqld$?ZB%wnD%nXies9Dg(T@o%7SxeHWNxL!?W|1`vtKy$f2sC%^r z?UmY~i|6_@(Jl+LkK%lG@o*RYyc+j!bvKge+o|t>=F;ob@fE1+v(7FK-KG!MI0o9Q z--3GMB2cd6x-_@DPtY-Br58Y-n1}kr&GD%7Jv9x_WBEAqN12hx=X0r{pqu|TsQ=)& zu_)h~?FXBK=2Bx&u4aBKGpaDYmCt?kA^p@`40&DHr&Jteo^2Y?U)=)wvYA7l_08+> zzHikFYzXSSF`!r$KDQI=2J!?yKk~h!-Q*8`pO1N^N(=F@u3NtR8t<2f`KTE44z%jV zyxLyn_n|)G_hYurM!Orz{Mr39lb^Gl?XD^P(%oQOJfd&w8KM5Yk@>PM#{60RzLK9G zx0cN7KznUF=%c;^U1~ZgyX+vd{{Wi0yFu|awS1hkL)cHO2)^%^qo4icQ(os-7w~WJ zJx)~_j<}oO2lPw3fJ(OlMfvc3kEzLi&G?=rUgZ0j-BpnNr#!*_FFk?}nys71=8;`AntqwDDo?P6>isM3~$_LEdzcW@3UJ4|K#D(mk0{77hVn00qQitEtD z*PYnEGxKzPA(q$e`oDR)zsEdX94f>9S?TMtV`1L6?bE!j*pt*Raa~*FyhHe&YZiR{ zi_6ezJ$>EO<9vA0_7}uOg+27i2kE@-8IH5t#_OQ%r_0&z{YBJGJ_Y?7tjDV}lNld8 z7S!k81?5EM>uPdmXqB@Q=!UicjcP;|s14fdVg6i&7a9LE3Y1+W=*w_EotaIaw^!-& zI*xUEH=KFAXmbZXs?MAbJOP@NpXjgg>7aPH9+cz11Z{~0QRT>HH69<8r z``ftPuT$S?1j-Y2!AM;YG<})Zt20FyKa_?2DqV&jyZA8Qu1Lt+n=J@FJqZ-$M^bNj z2bAHwR~KI^#7lsFAII6%lt1CmcHqyTNnZo%UNh<2HMl>GZ`BoAX3zBXYHZK(BIDyZ zk51<+4(%7`18s>gU;h5%&~9Py`(uB>|MbR8f23dPdmr2_}Gv|Bu+sJlVG1L{(e`9<4c~IrzID^i8 z8d_%m3G|CNkH9Yu=hH2^Lm$6C5wziaRbPth&m-%e;KRBX{aj{WNx$Bk!g!e9?!$Sd za!pJ6b|(dzIWMvQtpe1JxiXD@ePa%22Xh{~n#yr=v5fQGOd;;$Dg@6Jdcpm#D6Zw2T&HPQ*9tLe1^ksaq z2JIl`aqcGlUA#ztmnT)Yo<8dDGOyEh=m#>1zG??Wqn}Hl51YF5Yx7s|j}@_Km*4Qd zBFmf98KmjU&$ZWBH?Y@PA9n9HML)BRes6b>`srqj*XscK7CophGC%!a9lCG$9-g1e z_U$2WPF@V{ntlQ5nvAO+A-}$05f=~X+v5Et(Dpk0RCT3qn_0o96ZWFrq#OWMt|Op) z>lm4xTK{pF{pK7c3zD{YU}I9g^$Xh7}z4+G4ER>*TPGZW{N$F)2sk&*}{4)#i6VH1ympRTZJ2yvMZ*Bw%Q5W?4 zDuHg{OXOaT!`miB*q+G!>Fi+oypOs|-^_8HOuGcy9p|XmT>xcvY8}UReU5d1x0mk+ zs@k9E7dg+E{WEx-E%pbr-bkNT>u$1NJHDT|Sk4!a6N};RGmd|koXEdNj6I3|K8o)X za@9uO?*ium*kT&mq;p=py~_P?WW}S%%jK%hpb(ef!*=jNP_+A&{#HQKJ<0AyQ-klT)$=taXekEy97UWd-sx(`@)(2v!Hb{{ajV)1+6s4&HddMLx0xU z-QMf)?MS^5H1${0$D7d4Wks$l_sxT!mwOHELa^ShlM7Lg`4@idhH{;`9Y{ZymF6I> zlXHLtpkw=_9%(^JZO}`J(-v zK4a&G&pSc-D865~1okuAd7WR}4xf`b58cd;gBB}>^Y1)vx7FW|7zyluH+tQwf;EhQqQyfl|Mk8 zn_5-51nm0co$GT z)dtjgUkBwY4MEW+8uW?PKvlgG_0ktX-75+-mr8)HDSh3{X1;EVW@G&JBlw%ie+N_> z{wAN~IJ++y0zEVTNqA*eUi15N%qjGy87ySW&Ae(LjVPp7~82i(WT zy<33S_s-3Bl?@baLVdo;KlIn@tkaux&ZifLSg$vi!+N<~pm9 z_g(sW?pU^GrJw5yod51piy=>ULu29R?$$l{u^*8E+8sMVS&@0VNtp#L+Hl`jxvD?= zHEB&Yj0W9&u3z(u9;Z&_zU}%P=f$b6tLW21S#P&7thc+8eGs=-UI)!A?gyuG=7aW8 zH|gIcxIQgXe}Gm~I1kR1G|;kBZ_qF1`n1gR%uSy>h?`lL;ma;z4=I;}K58mxOJuG~ zYYrWmrw+>O)j=Iy6pT!%1?>(#@6{RllB%%?&tv(@Tt1hF%>exYKL6cN`k-+Mh}&I5 zKr@s1ozC|*w93_z?M2^Ydq4WL^6lAPE%_FA4k|<;g~9cYAArqFqH$<%;5U9gBiGZywO3WM#b4J^Efe$J1@YbJRbD zJpCt*r$^Q)A#Un#CNHf7^|>#|O<{iA)6=2-J?81=(tFVAx8aPJ>d*e?S${Wwbz=Kk z?l+^VG=r9v8j;yphqq1W?`ld_#NI`c)V~IQ72*tiHsJ`UbN>j+&Rao0A`Mj4 zR)OZyGSJQE_`Iqz2U@iI2=vY02kjN+^?o1M(}@Zl*}jPRypO6xojDF)i}|}a^c{Wt zF88nV%_l(X=sskxW(2gJ+JUxMGtfsdub0_tv%MVa_;yDH>UQNoRfYS`XYOaG*1dqZlYB3* zG3+1NPoCGUV0}QJrB9oBd~a~61$bR7#{AI1Ul9j8C9av|H7 zO$Obq!Jw+q8nlBeQcvYRcCzB<^zo8)$=KTT^F4z3dd7M9uwTr1?t0oLXqlDgvgpkp zL+gA)$-M2^p1lren{Xd@)0gL>ibH<~Kj!{2X4@wE_F(S!DjssZnkYYjKHmQgQ03q{ zHIAy`tgdbCvxG&2(t==++ zdU5c993MivcgKOU61AQ&5n5Ep%=5ZI+v3zt#zFfpNZW+|Ym4)JK-Cz8c71L*`z4M9 zO~Lm-d!6qSa^e`qzoSo^i|nU<<9mj0naKW)`S-b!{JTY4`nP|u4DG%J^J&$Ub#Qs& zAmV!SFKll`ZHqDQbwl^@zPt8-ZsCvYe=acJUS3x=TsJuQYq68;znea;He7@@{r_P+ z{voe>BPV=Y=Pd}@#?OK7$7ey4|7q$y!RP;?zdOnM$u-AtANzOs`09yl z6kpFmTyL4c_5&k$T?xJ)xdp6$h(~SNuXeN0zaALbR~r;<%7b>uv!F{T2*;gY@9&QSS%)_l6QLvLpnz^zU(ht*{5jRNJ+wH~7W7M)zl#;Ep;e7mtvVBG=GOT}BPZWYy)mf+4dFk_d6Z3e#=n?(5$SqKIz67csr>RfS z=Vj8*(B=~TUgz5mtv9oNuQ#q`dm)a``w`Qi#UZYzi`3)TKkRcS$FpAV6T`f_TTiq9 zvWxI%z0P^<`fc&P7-^0(o;rtaTleb(b$N!HVi3*+;pmeQZYI(j#M9Q*fq zhn&?M)XC*RxsvPE{k}c$Z+~DGXl8NW8M!K&KAx5H+#~PB@MY8IH0bW^2KBUcjMtqH zsnqA$`_8!#rB`7|MR-sNKSNXxorJVhWGq^{>;f?I#~lKg;(7_4^cP z-;%!U7EFbfl_oJhiv2Rj|8??Y#KrOy&=w1S_e18Xa{M;Lbxr!P`-k6y-F1fdTjW7g zh?E^pL#t}1K(XvNsNW{V!xL<;{wq0&{r%|Q*{^5t?~7NcH{E2vC;kiCxxt?c=7nF& zlSM(hvlOUumZXm_$VU#(3Yzp=xZdwSAMV4y!_@s5TA$^6io3av?G3*I)!KQW%=QuJ z7K{N!d;UJcFi)3RyCAMNz6q+SjY0o>9qOEwshgK2M;2%Nx4fX4nGKX3@4@$ML+0sn z%~@zQ=>#aV@1rk1mJa%*8$sRs8^)I{W_;9V)MI9XE|&A;%=QnUWj5yP@&o$1IzwN# zpY`H(<+_n!-kclW7TOklgYmH;e-Hc7s2Ut^cMCY)uH(w1pUEEu>Nw7$a|uPD)#Uu3 z+snGV-tsuKZ%%)=S8vhxda*8_xv#7*dkS&6iuHJ1XE*inZJ@ie9yHsRf$GUcpl|gF zC_7CflO}@pD)V;H<~?ZT6F@g?5NO`%1^Sj8cQ=30*WK&P+hs-ix}Db&{bUFFyIa^4 z+752W>-TdXT6rqu?=_gei`He??|MmI-?12&S*I88=jHWZJVA!>csrPRyzInzcXG{j z`tg=?^xZbB+nc^zN9W`L#AVj+L6x?S{qv><9p>MqFn^bo1~Oiw6PcqSXm=F=We2W{ z6YY+}ul>@kpxgTi{XEMc`gq)%pgh6#>|z<`&$&CS$D28K;gj;jWzfcOUAxM~^WIFM zU5LB+-?CrD)zl@wBAa~%+PTSWA3qsXHO7FZf5_`s4TW~i==-Wlf9ixmppG66`j+p5 zCWUb|h3^5r74!A~)!VakTwUqI@Lx5RzOAD-LA%|oqpKWqpnc+pNUw4xE zy1pV8x+M&~6Xsy$ewWIx??<{ia@qKf65#K(TCn&@<@UdE-ITw;gpf&p{RC zUVv6zpJaRb-}GxqKbI?)LfeL8Kz)w&cGs*Wv~jgT)kA^)!2carxAQnZPL${TIB{$p zeA>;QPs(w@zk7i;hIM$krYhT?J%{J5d!0UI2mJyq#{EQ&-38j1O`x8>it*OVse95N zOkw)I%%HEE@94AcwIuYD6PPFapT|PmCXDO6%;)9Fkk^l;Z>t(J_&G1JE+E>_f6Q!B zP5KP&{vh8gWF@{w$noqiPc7i*c31+MS^T@*-XD0~sQsY*p8o5G{mJ;^>x_SP4b*k6 zf@;!Vpy|tgcHVhtU*-ZR1hvl1b~%B*?e_3K;?NEBldJE7dWL`>%j{3km$%Z#oh(AX z-YY?UK8pQL($96?ke|PnjqTsw!Tr>Fey+|P-Y2Ra;OCv(0UEcF{nEZBbFuEOG~ai8 ziwTJP#Unv|egJ42v#z55=)mi`HwWdZ`kvLS! zu6yQX{|!0FZdpLvn00wO;2QkQq+bGMrQbmJ+F|}myuHdiUQKGjctQHQ`mGtX z`-l0vs8AnTv}OJ-9;?pwVU<9Ck3O$^mSMm4&w@54`24N>&?+sA$IlA+{M$L$uXq+- zcZBor^k(MudL#3CvyJt8Rpl4>vM)Lg%f^6TDoxF30zPjxSsHUC) zBmdumF7_znXXyJbKIHdfzCqj{Si*io=Yu+${GcDrd2_NN*T0JuVf|Stu18ZjKca6(aUHtq+K)cHstMzF>w==)%jDRnK|7H9 z!n-};Jh-W0{@cXW^zkIlZ+E-r(8tTY3YvP)lj-@%KCHisLp-NNtoR+iY%X!WoI1UX zetnknc420AKV9hY2L>Ue2o5En?5X-b3EKM$d9-ySqxNZ^l@9_ z1!yrQ@O|d#=3)W%`<>(KqC7uGw7!DRvrSk}$gI1#pMFH#J-3zZ16J|xI>7HsX5;&i zA2k(m^B41UcboMSJ-sjDGR%9I<6HASbDMx}SY2M1IZv+B3yd!;PTIVnI2y*&UuK>z zUiurpmYJuEW6aalZ_LwWe`9aT@rYozJnRx@(ySRGJp5YyRyAcJH~gm1pWS|pjy{}dIZPYbndlV(C;C9*wo|xHIZ?CXt81wC^M4j)AJKSRig)JcZ73a7e-Uhs|=dUFMy&#SuF6lHbCR=d`O_ zQxMl%cz&zO$@5xe_JWAJ_z&RQx>gI&mf-oRqCy$^d0p=7F2s}6m;MVswnaD(-Y0IS zPs@d%IQ9Xk(&9lM#rf}%^E9AkQfap9|I)uFay(sc=DzNJDf4tYco5q4X3mRq3C~hT zbNoEA4gmh^mxg)neRo3J9bAttGgdPkHJLp3DBgZ+uSQ zJ_YIvVO%(Y^=ff+GvapVGEgSbH}v#{(Ei{8P`pIH_V-B_8~Wu5KE0ar$5k4A+5en| z>-2QqU-#a``yF6hO{zyrjWny;roF4o$m|&^H5h9bPoSc)$IiT{WpFlZ}R(4zw`TX@ACIC zv-!KotbDKf-}x;|M&UZSW(coe&>J)}JA$@J3${;a2>KB<*`8j3@m0*z?Yx3)|2!w# zzhj=RqnW46FfR;>+q@vecgWg zG1_(B$)LMIe>bznLi@7J-%bBv>^FS?`!(ys_7=?B)khtmMhLU)#P`B z9?X7C`%zD0y*_ha8_}*M;=<6^#jzOnf4326X3^heHs5}A8PZuan(RInRR>r z#!JvTnss}>q!jzLD+&6~i?IDH>-IWNPPV`QI4HBSUhh)>fG?X_`$2o1^XXkI=h3^} z264HD^W;rRbN26B9aK|_fxhKq>^J@|`t7CP=*PFhI=CrIply-apgJ=i^!GVmUQQfJ z-HQ3V-O&-+q;q|o&dvFDk@=>)K9>ZY)`@yUl(F{Rqx~w+;70t98dgdp-F1kt@)8<5~8< z`#p8OpFnjc0d#vCfwst>@NF@67pS_j4zH?kKUlSn`JS6kAG14|_vvYm@cdOZ9)#yJ z^G>}vUy->A>V@X z8^`-p*h#&5H>jhTcSiQtgf_3TULeZx^X-5G?3X(O^h^E(ZA0eM@&o#@`miv3Q%zxB zEClDBDNUc1NgT&E1=!D*=J(~xl4fSmQJlXfE3?0Rxj63Y?~(2~*2~RI`m#!69bIo^ z{_Xa>jQ+A?CD5oUpg#W+@AH6uZwm8%x;Ebr;qx`DP>8**n;(2snT+*gJCyd2xF zl>jr(ZShgrp-swt`r6%VpnN>|dhXNELL38i@BN@H{sZH!w}Z0d2GF;puj_A@F#hWT z_WSx1wvU<#x~9pDA7=iZIX~XbH;9{ABgt(;K-Ik;D7!Fkcf*;tN9Ic-F50#R{m2%e zDG*EjpdsjFUGll=L9;$@ca()Tg`Nfde&+4wRp#xYZC1oZ`3LYNll~8VD=yUIU;Yi+ z?L7jDEc-##J@|X#chIuaw`A50pl!4o^kr6pI&KMQ`lV8zod-t7UqC-%D%$oM$p7oK8#CG&Q*F4W~O9D~pL=0DJfZ*e}Ic(@W;M=uA}I{Loe zn9BHO=JzK3eQ0y}ozSlpD6__}-`Q6|d-WyI?G5AgyPt+Ob6C$8W3IxdRZh;wi|l7g zor~k|dJE^%>Ez0Y`{tYv=OoXSaYN(b*D@>fa5ujKw7XN7jORWucJA-+VPEPXXk&f= zMR}fwZVK@{mdLzjwijtm&Z`QlDy2YEpXaiOHdEotrhg)NiN3CSw1(Ebnu6{Y{oT~7 z4DCmAoL%?g`KrDw=fV5?E8y3zpGB=s)2SF{oEG2N1x7n3XF_Pf+|;7zqacG zw)f(E_sISM&~_euU92d}>t=D@yW5?U*Vo{A=)Toe`f^VCb!2@$wB8c-hwU2jddG8I zBJ1_ho_WryI5eF7;~IkQR+tx`k->aCn(Nio>6y?bg}!3u&~N1G;78dwPHVO?PgPY( z-zv=4dW*hqzGGf$o7};3+QrjH+%v3ei#Dut`+ZyZd@n{nu|-4ucQCcm^lg=k{na}9 zwH?fHZc(1TWcnY&ebffh%x2s_pcdvgwCm)HU}oMbJ3QodHTdrk$AZ6Ztq8xgyI!Gx z_GVrjId>4+q%c4Bi_1a_QwDUF{u-&9LEBx=gMI}4S*_)D@|*JEI{LL3L%+5=>DQ`T zHC}hO7Vq;Z=^s>uHuczFuHk+CUA|{zzE|knPq5!?zIU0e%+t+x=kf0~Gg&{;wZivk zIG(Q0@_oxmzF$T57es#-&U3`pfinmFo=R?jQQPXnTPDR@2wrUPs>>OJCO)zJXR% zz6$(;{ZCrZT%5=F@3YCS+@HoZHL{0S6a?Iho)&x>;OdH3!*#BJkm*uNU<^|r(p(DLL0(2rss z?-Qp}AEdv_)#IRr;e0z&Zv?cxGK8GVJl^hP9`6^iUN4SzLVIMN6<+_uN3Q^djW(ZeeA%f5>{hZNz%L{Vde$vld3X-om`y4iMCvFVc_4GhY|w zI6q!Te}cF##rurNTo9W}H^RvC(1^V`^Z|Td;KL;b{L6Z4~f^K&lDB5%jYzg`iT-WAD zGhf%axnA9*a6H{5FhBRrS#Ot}JHp3hR<298JBmQ-Xzm*)JNyA3c9QGT^)&7?qqoea ze-}vv#R~2-Bie8uSe1kR9$D|h_Hy)hA(+1l@rZtWfqA%#<$iK1jqBTV?r+hqa()fk z>lTz599K7eIo>YH*F#(!d5--j-JpM`bKSZezlQnx?{(-WpVMFDTl6>4n*JnO)3@vZ z`o1_u|I*PM&$WZ-|2mp=W@oS9xot}@FV0-|rK9&Te&uJ-{~X4#uTkr_={H6lWWPrA z=gj$Ps@hq^O+os!y~c3>@rcwtnRh$;5Bn7kb%ikBOrGTXiJZXvSe~ekf44s05LDG0 zlignh-R+v>Po#gIJ}Y0Ti@1%c2Z}bN+e;e9c9YKU)$Qf|{D=nVujA^2GJ7LXO(EUx z7~bzCYFmWY+wbZ3Vj1&v^A5jv7tilqu4JBW3Ws|Cl)L!%>*&8g*^%QUD(6vXJAmU4 z>hyMKKZ^AbwRQz{)aRh;K9l@#ESNd(T}_FDjyw+-ANwYldCsnjtp~01RcHId^3-pK z`unFv*#CAO@c&VD=5an(@B2U5LSxBJgJZ1;A=$&Rj0p+Zhji>~LbecxvBYFcvU4oM zCnRKFk9`e=B-^oPC)rZ^y&uvuC{0kpI1&-+63cQI@t z2)xNcsKDuB5DIwvT;ivrz%ROFoJ@TJIk)S%sco4k7sG*vG$pXv;C_Ft)2vyL}a z4?_EfyO^)KmHCAAj2{jC`aR2-pF)4vU(?@>`xbF~cXD_x5!92%aQsvQ`X%&t{qASb zZons?oz)GLsXCKC(C3wJ&2a~tk_8%&^Xh;$mjY$0@}Qo`{c?Ut@bz@15jRQ?dHf1tklHS=Rxud6cMsn@YD@8+>y zw>5eHt7^mbcK-Rl@MXE0{dSqad3GDke!Fp#L%uf|&ZAWqLS6nSCE{vqxCbuB>+o+~ zF%u|a!uC_>a_AXM=9ec+fr=!uaKupi27|b;c<2`Yrl$(jn0HT0`!h z0h(%KKykc3l-GrWIIS6o7$K0X=LnTLXEe5ltebG@9-{2}w#tB_ZDZ;RQ<^W@Al zo7K1@KrVZ#9)&SMIyrAvLb?|Q9@9=S($ARwQ z2k;SlpVSlTKpRCr(H(-Hq@b@UT{(=WmS^bm{#lrJKFa>DA4Fd_x32K_bq~+q<9*KZ z_juUXrQfCRiKZe{TKI^lck`P+z_+pN>=tS~RIHap_J z0sr2zG}rUVc>a5-^!)x2&H3-_kFuX(dK~1xXD9YW?DSBt*WtW}ow1tvi8J``9QON* z#-C8fw*!;!V~gx-VmwtGZ&qFVok>ORquuMXxeGfxfOM{tMsoL!N*( z&s|WKyhcBpcaA#sN#kJcQw9#cs`EtRjl75 z`=OzA=MtcbD$0Cm&bOOeS)fG>_rckFDL8H%`|`R|sNYN9r?1_*Nk1!j8MJZd81Mc& zS^Wg4qJ9GP<$a)Rxsxopg?yQHysy8UdKLThqKSp}g=d11dkaE-B53|#9Ur;33tGIy zI^OQ-53Sbr0d3D-px#WMcXL?J>-HaqaV$~bLhuscrKkRIRM)9pud}J?9013^mj45 zD)Qpw+k7q|AIE1)59-SFbDi14pKY(hWb8UnuC!!}v7i{<7c@C|PMsLW^>vYZK@pGa zlLT!ZuAdVr9>9-X9qxY@#r8q#Ob*U-RwV?Tn{lVib1Um296{$qVU%?BUne7a2C7Ji^N zccPD+Zcm-55hxlr0R0E_Ddk&G*MFZ}On;2*lZQ69SO?n~|Kj(w=^lLe-Mi4PF8$f{ zy8$gu(f7rOdm+#I+U;lG*wv$dtEd!szk8HihjKlbo|KXCxnZ7qPUsudW}jP)4c{HD zSszEv!Nqu)ntxyMJ?WmbL)`Xm#rz8Tyow6GTZdYTUkiVa-`PL0vy0++`B60A(~kSn z{pV?*#nR{a_muHm-=Na*`$&ukzCMt??j-vpF8^MPSC{DTZUE;;O!g$iO}7O8_j%lp z;}W}px`PH~>E?`&`+&R@`tN1lWxixt&=;hytHeUkZZ7-qW_t$e&(ebSwKSkyB|z~X z{aw9so4&S`^X&fEZ_sAjar)c%BcQH$0Q7}-gR&&o(?#Y@p~Z+FLA9R#E}AZZc7L%y z@A|NQH&edhxN(!n^6bx>oAh~go<8pm4@KT6`nxa4d3aHReR{LC9iP8Me|P!WpSLwx zzl)}|k@t()mzQs|Zr2;%MBMHx$oF?+UtU*aU*1X9?_xOD%d7PQv)&{I^z>r$BR>Eq5UG(@utcz%)fgGRBh<*O0!SzkI>(B7S6+qVc&6lrTL)gG8?qB zrh)z#`}C&9IB5CSNYEV`2C7#EgSrEKUcAYEy?8-?S08sm-an_m`=8jaR~K2wt1_(P zeG=E-Mb7c!`}1<1Ju=_S_jjVNi)Nf>_k~!mi>3d;Z(Tn6y6M6FZZduwF`9yHUf2(+2<3TS6Mpbxh>1KM1?AI(NDqmG^ex_U!F(X1omaSa&nTL#pXb21`ODo4GA^X5XlfDemiJQvnv+d=)}J5ZJ9dN@;! z=e(;n^mTo?9`b%5eLb?T5ZcD^Tv)y70sVRTWzfda=S_9e7d(Wx&cgNZYRwF2wWc5A z6Pxq7-QgUX%-N{(Jf>gwXPxd2?}WCwzN1f{o(%edTnA^eu|Bu6RCtc{xnDv*S5bek zKEHPiRG$7Kf9L}rh^)`2A2jU>>MQhjUnKBo@GnPS^Fvrq+D|$E>>kl)Mbi{~ z?_K(f-az^zq}@fDuAJX?bN=J+^(SFoxNE3Ci_ovsk2&!^cbN65-OY7ux3p*|H_*hkOp|E2M1M7h0|B1-kt7S-CR!d;$8lUmWxS=KW$m=MD|PbFw9= zq6R_R+QUG-B>^;9M}lJ62*eGb_Tl|g`nuWq8pi2NIrx0b zY@n&e`dtj8&#T0L=x@F5fMVG-`qz7&@w@EH>rJfR{UZ9iolbw3Y4%{8O6x$sfc|b{ z>F=)33dH5P?>KH8>vu6?4z$b5I$m82b$nQ7XM54-b;mInCmMeN>MZnkd-qdldAbXk zlJ&dZ*ot~3{ash$yu0bfb#?xOcagU@6+c^jnmYB9R-Eh52|tWchi-9dXse{$K?z9)-q__ zF$wfX*r%5(rt|rBQ^NSK$a!NJ*PM^HGeR97%YMD-L4Vg9yK`JrXVA`W1M11m$Vv@C zvn|x^Gg-H*arAR>vKaCrhJAQ9pM7|FIvwJ6H}|!>de`8;stxOPIcg=eU&8(CG8Ol) z`)AzeCQ39xUT5a~x{QAVS~ST7nr>meT;+@KU;mu@-IDKxG1X=>{%j=uc^mudrdv~J z_k{PfyL_)RpM&e)+@t64V>h4c+9UU^LCe(}$y7-}e+jCxU8v8*lBc=8-R|YRX|iBn1s2TeEbM-$5zGu~-3sK#?WyFAx{>cucF&xLgl&%&2wnho^l zp5M~9i%z1B<@z|Cr38P+Vxou z%7jp_Z|h0_o>doA>Dhm`dD24b>s$w~GjiR#eGvAmb(ud7u2u zC!}Ql8U0+1KLkIQzYoUmeS4pjsrp0v&*^XWQ`VKP&L@cLS3`Ujea+TnJ*%%P=EMFf zzlc67N3ve`g){Ky+$EFaqC}Y2j?aX=OrS6Mf9O-<*CL4f`t)m8m(-Q$XZ|Vu+hncC z_usD$y8P@Pxc>2cen@Z7-mS zW#4i9@Ts7kJsOm$2Z8RdSROv!ezmmebdD#&@W{dkeJTo_gP) z0JL9}4^-n=zl&k?bu%qJ^F?0*P0q*gE7j&cnSt}}cGeYW*@FFf^X(~UcbN0<`pQ9Q zb8{~!Mg)I<&OW`3ThHdf3Hr_$2j z%^#tD|2)jYKk0#S$@A}eQaqn;8T#{USih_CwfMe{tl#y7GSF%~`|~oM{dxO9@_of~ zgXRzR>D7AH@k-O@#S8Z9MKk)m-tri}<{RDzb^9BjY~?|hpM84O_Bh84KFs{8gP^^` zb$2?`7LGsoBdE$PC)d&6ZS*{7nQ|6r{+P;qdG_hWa`x$ceb(`6%~0fBzX5!%6#d=a z=|Y{lEvP53Zr7XX>+*-%h)3=Z0$l<6xvBal^^^R3u5xBjt$7Lb3qzfrgXhfJxYh7w znTG4&{gDy$>zFQJq`w0C`rO}Uva!$Z=A}a1RJ#oy7R`>+kE?AatML98KjHH^BLCXay9pp+r0*H(Tx3e|GXK; zB~${{*u3P$)S!KEh5kJL04SFK2)aHzU&hAvWBgPL&~#(J-R3IJadR>;AM+T#YwuhD z-F%)Or!H)P))QBdnHO+eTq5X`I)Q3ked;0H&*mPMXS{ql(B!BD>J6np86VD%eQ_23 z?CWm_Ma*o_bYq>a#wMTtUJ`K|%XM;Q$^-iIL+)oY)#&H0KkIXqwiohdXJb$_DGw^0 z2b3%Sfq#o(=jr3;wt;2`>qXt!;P<~QNk3B;=znrF>vnO1ekO*~_l;v*jc-TaSkC!h zwLbW1U-pOXC*|ljb6CHtbR{@`cyZ8%zPP>rCiSk;9R#=2G|e$4mWW8EtgSSP#3-y*IvPUCZZz6SmCuQVL0_2t4lZ* z;PSFg*O|BuUVXe0zNxRwqJLJI0IG5cjK4bo^n-ekM>~S{Uh5G5kUH1iE2@18Q{xcjUhDSPs{jGaO8=0~9UrU~

$RC+PnU!Kc6gLSz4`xInZ{B2M_o6fwM z^Xaw<>u}L|DBA4;*5P6`>u))kb+$Z3U+bSk-CL2q)|tV>bLeZ;yA$5y4$!Om3;I_+ zMcS`OUy~GRMf2J8t{qPAn)39nX_?C3Ya#t>UkKcrf_D7~sY<*!|3L1Z&$JKMkA$UJBTsGBTg`|@dQufTbCxrsja->^P6 zJ6fV&)OiY&J*qNC(dW7h*Uv?lQ}C*MXD?`)vo6;^ucUW-&Id)>JD`1hB)Kr$`2aOIb#il=9#_5TarIvC_)ym6;@&>` z@w*-5_n(0-Wg{rNa^2kQ_$RVy5$4&?gn9O%oM(4!CZb@Y_9_9vSmSg<I!!tnBavCVsyd5|RbW0|H{?ItkCJ!T%UIo=m-WMZtU*@Ae$agWBPdxB>HtTV@{v-Oh<#bSIXMn2I2++wv zpgh%$oZ1#Naa=cdOSx|D+WZH9$DRC*f6vVovh#UR_V|hYH@+ut9R_{J1LU1up!oFP zpeg?a+YfC4<>U=)AG{iLA1wuS-h8%if1mA3CNuAN3$(2a+efn=cXl|kh#JiHm->V9 zNBUbm!@Apk_;>tCj!U2b{{v{%xZ8;k~B!I03-eeL4tE692_>vJ==EwV|Z z&-JU%BFk>|KvDNea`odJcc~2dd~vqN<KGiV}I8%pz70; zESb#yb5FB>^5e`+=ySJ}^W-|4b+j%Q_I-zQ+2Y<@`YxTc$(hJDCe*)O=~Z!zb+D}z z{2E2?7Jc8uE@0g(iv>>Qd)xtfS~i%@_wIQI6rJDX&t35ba|Y|_$b2xeJVDw$uQN{_ z1L|4BK~jt}}W6o1D!3>~3E_ z`n!H2d4lK4?H=CS>c)k2@^d-#bngFvy382R?g`&R8&D0|ROI(ll;(YIeqwj{+$~8U z7xVm?D)|t7Kk*hk8@Y!bRMWU0-R}An+1Fw{F4xoJPL4*q8OZwE-R#2W;(6XoHh7A; zL^aSAMuU2rho@D~EugKm3>0azL0vkPZ1Oay;<;~KPUgJ2yLkb=)!9cuyJ!a}H?LxQ zlbN8>ud{u9U(hCVf4eTDI4-9?IiM!lBo=g|%9Dk>w_Ww&Ju@P17JYu2=hPy9H(8(0 z;JI`0COz&(1+T}2Jf zy6(S%xfJVi-G2^q{8Ui?LVt@o8O%+_gRbgGjtl$3bzj!u{t*2wPte~*^W=6R>+PcN zlDH+o+nRN>pTPRrrP9~BEd4C*)5rP)`d38JzmfkR^7lAM|LPB#BNzGCE(|{I(2V15 z(Z}k&;N?Z6`??AG_4(lGVf3{AARg_?)7NH5LypU%x9x}Yw%$f>>sj=++y4Z{i8?j- ze6MPt+fRSHarC#p6a3x(5x)1;2l<>RM&7>%kLog9FORHWBHP_uH}@S_my1b<(C%*W z+?p(&%{+$t;*492EZ*e$x%>JpWVwC>+w1V28M`+X*}f3Yt!<*u#nB2Jx3(B*uE4j# zd<&|x-2Y~)tVWLPZ)JPq$;@rI?@eyf$a)s{yNQehWPgYA>+S&O*LA;gXcu*P{!DK8 zgI>FT9gM7lk-4YYelIul|1W6NH=sMfdfb$!$MrTB+QU418~R**wt>$dr_cTGp*|ln z7wtN8I{WLeJ~x9WAo~vVxjs*yo1yf%YD}M-Ih`@i-AV;z_m*Jf-+_GoN&4J|%!o@*KH{OF|a4>wGWGA`qQ+aPj#8m?9V2}v5@@K^s#nzXsphnD0O{ z|1;*wAA@c&*T>~X&Z|fEouXZC?g$Feg5#69zs)3aUfopugMMzt^JntJ7sx`)1?6U* zCl_g*IWDIGXcA+>xChA2m*815hx6(>(;h!qX&HZoY zv3BUUS3+GrswuM0?q^rMLS0^!-&N5~{)4~g{%)wt5VYTm{+~%iQ2Y(5M-pYVjtJiVjlOoHCC2G(RYCVsWiayHYEV5?k$L!|pol9A`dXzx z_hOh&k76Be7yS-znhTs)x4SPRyV1XZy5C7M=YQE=Z4dLgFF^msCeV}*b-89;E;qf0 zcJTo3nelH7Ms_LPIR4jGpep$cXs^`-b`{sBL%2?E<_Tn3zW`pd3on48Ha#vk)8jIi z9@lwabKGmYLH8p4ZLe)ZR%dcR^FN$tSJSeXf2Ge&3$CB51dDb%az3AXm*>>%$SKIa z!#_Y>hU@35=P-_&L7(d;^tpPt6UQHE1B%rObcONElj6vA)j|C;_qDrG+}Ex%xerdo z^PHNTat1!OF}vw!u^#ko|KE9bTZ#MH#k!6h7sY*Ws!t7Mce4a2Cts!4`sIQmDy(Ox z(&v%y5un|r(%X^wS!7#@p0!s)-Fv({+hclw`dnZ$&F3ZOwQVw~L%YuAIJ>Ab#`(kT z$U~g>j+|>pHUnP*Ww#EXlU+b@uVd)vbE;HI7#Hg8rL4Dg_S1YWC63Q^uE~7!QP8g_ z1)6z<@Uzb2y>E6w(f+p_`g;!N*^BOrF++Lpn~1A{ez`dcjC^66p5B-pJe~=f7TrK` zED4PK`;~dpAMmqV%=_IU=X970JJ8?jT7hzNxZmwA>vMPW5`CP15Y*-9b5Ywep9|~c zB}XF5u3=t%b1U|rZvgtXkCBH8>EX0fVB}sBP-U?m*R$wxo1cbupU(SQWjA`0w@dVlKRElXlU^19|V8+0J{}eR>AHJcZv|(f!(S`~rGhhx%JLDTQ_?@50Zn;0irm ehIP2i-5J`Kfnp8Muc@9xkbV0X$r{(*QU3?e5rWJB diff --git a/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.dbf b/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.dbf new file mode 100644 index 0000000000000000000000000000000000000000..ef0170f0422ae9ff7a8e280556033fd2876a21ac GIT binary patch literal 198 zcmZRsW#wmLU|?uuPy&*epsF}EH3cH<2co!{QPrem7Qh6s$`|M47o;ZUrRStFV3p@p g00JXZ0|Pw+0|O9S!5G0bf-_N6n8Ae=Ou$Sj0FFr&2mk;8 literal 0 HcmV?d00001 diff --git a/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shp b/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shp new file mode 100644 index 0000000000000000000000000000000000000000..0cc7e001666ab1d47f73d6d321da310614a583c6 GIT binary patch literal 156 zcmZQzQ0HR64*Xs)GcYg$<%B&{)3fFtKEVBZ?J@Jc?2ZTPR`V`nJ#@fUzq`ZiI=drw m?I@xkW4J&BOfSqVpb!&G?&^wT4#7o-4)EB|D*AJp-4OutlOL=A literal 0 HcmV?d00001 diff --git a/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shx b/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shx new file mode 100644 index 0000000000000000000000000000000000000000..adec32cf50824328aad1a453ac95aea068b0e6bf GIT binary patch literal 116 zcmZQzQ0HR64y;}pR|sRIF+T9@`SXA*(-RHtuVwtO?fUYI*d Vx7$}t0-BYzOvIjVCc$-J%s0C*dBPzCoC8KKd-s+f7^q3eAwcsuz__G`*~nVRM^1#K4AOR zrGvvRX8Rc18!oD9qDDt(XJR3ITzkfeE{*1^CO9!4m^S|q` zu!rW}xpK_fJF<95RzqQte@f1k7dtZU4Kv;pui{X=h9<|$*KJV2?FQ`|V$kx};`K?# zmUM+0($)NEx;B-jEC1?rMFi3{Jb~?V(zWmpj;$w6-R)`Gw<%3&>(aFKnKTV~I!*a3 zW7ni<^~-6hcq2`Vw(|InG%f68eIQMTe@oN;!RhKhFI}@t>6&d%SDVr`eP+6LElF4G zo1Ak`x+adaXy)Y>?XR||VyR7q=h(G(f?Yd@+qGv1=Y5G?y$yD)igu`MxkJeTr?zi* zYV;W{6>oN_Y@S=AvOJof?p6QAncCHxsbQyQsm_t5U2C&c==Cemm!*C0XKChJSvuC4 zrIxR=fr^Kgy+BMFniq|vM zG&@sO#!SV;WNOhyufiI)zNCJ z5-Y80d)}&T+!xCiTUEQvs+ec3+P&ARjoCIW;C;(k54+kX^Q|^@l-SgH$fhHA+coxH zyGC8)kY%w$D?V~)>30rw_SiMQnfKW_ul-hSzTK)5+;`@a8Or-1LzBb!+_6?oHCc5e z&Z^wgtg84YLnDuKew^CIzXbkI3?HTH1@%}qQf&XM^)KSix_sld})$thIn*XlpxwR4SP^q)8Q{&8ki_Yt`*$&3@6Wf{)CK`Pr<==?RLQm7uW4Sg!@Mx)QX*ny6iy64n23 zl3F~;I#8FaMV<-D|7(IqTT?acvNVN0;Qrp5uFYF4s@vuok2HjQkts_0Csk~i@^&CgI!)qUG8OI%bo>mfniPGq$v?x+W%9U<{e9u?*4Uzdp0; zP?AH&R~_2ubE>t;sRP4YTK%F+2adTExz(-JZV%&Brko#uS1~?qs`M%Cs88jO_*EYC z>)1JdEgkCD3Wr~XKEFD$!IvbzTB7`_I|fD_%94AOUsZO$(&E9m^Za0lUs3mfOV{|h zAN}eI_?0)=ucq60-Ey{@{c?WqSH-A+%o793e=eY|&jTtyFIxq(vvuf$Y#ls3sOX!6 zYTF)Ezi>XJzWhoJ}NXe&^QFWo`|3xwY*) zH<;#9_t`E@Uc>h{%&Fo!hfsju%Yvp{#2)_T6MRrBsVpnp=uC5F0 zI`X4U4e!{r;&GeYPujHba+{70wrME1k#DiecrZgf&t_=Fr&jGc$?tf!P4;A)_IY^i z2(DG|XNS?IC@?7IW~CJNI0x){nAk2YUrJU&nqv1_#H(FTj|dcjC3VE?y<@ zqG)QYR`-BkgUmV+ zYu3(uvr=v}tF_LovR!7C{AGquBxvRp3EKKXf`VryYJ63qqEeIiE|XPuU9#qUo2*F( zCusG86m?#cs+%w9Fs+x&H$q)S+(g6E5~Eg#4R?R@N)k?WtY#*Z&AbV_#waZ z9IJZH0n^^hQ1`+NMPHJk;)^q6KP^K|-&>Tw18mx4QDmbh*U3FR_ZR!U#G=wC zENa_lQS${Enis{`&V8|l`({D6T}v-^Xu(f#fDsM_raM%-%b^XEo$BmxYMslayv`|bAYNDUi%mtp!HvL{##h0d z<$RviuCPe7#IH8B{my&eJarFrHQKbN7L0t+rk!m27|-&)vTH85Gx2_hPH-O1B8QG# z2nJ`ur>=Bp`0Wl&aysQpacb&4PVFA+(#D-Gg}1{qKXz#J6%NHPCaz1cE8=6$<$Rk~ z?}iI-9y=p!nglL(^;@-nA2>C@5uO2K!LJhwt+Ik)CD((!H}W`3B^Z2go>glff)}m< z<4#yrc0GKw(k9E zPAvs-%DW>@)=%Qpo^Fu&PJ>eZG=Qb?THGA3+`aLdGt{W?ThN2+;aPn~8Bs`VQTAwpmqfGdcpERcltD*{r?a@^^BAc0QP(S>cK5 zxG_-;za=X0c#?KTC9ASJSv{{$Q1m+~GUlXe(l4oMLR-bo1s|rshrsE=rx~+iY_c+* zt&M8d`bL~1l$EMOFd`~=IQwWZq&Up479QE-G4ZR^l9e(sA8nG^#^+}6n{A^Kp zk3~B_M=$={qC9lt;WsQg1_uj(6}1%>8E>&@)I^I4?G`m%V39e@qL>5V)xXmf^Ey~l zo30Xg*YYwj=Pt174s_(5>2k6?8_qNYOmbI&LEuu!3UI3qPPG^s)V0!AgG z|BfF8ug(CM)A+2}aJ={6c<{rN*U%7**C}OiO2)^6O?Ks;JAO#$s0m#xB9 zumJ59yfmO#b3mPNntjL6bNk^>UxQm;z?XjK?|pu4`pvIdU{f8-tn&goW(=s-4kq0h z(9*{PTK;@M6)%G?-8_C;w$|om!~fBNaH^;YL8Z(KstK&hi;!x!Nhu>jS`!_T?~;%z zjUn}=OMAZws_#oQ;z@L4G+gY4poU(btz91kv?(T_m_r-~xVi9jIM?G@n&!{avOM(b z*FLTO-KT9HaO)LxVlJF(P^Rkc2eYHRa88eQU+Hq8Mac4#H{@@l_B{ln4VLme`IX_pfo7W1ZEX^-1A z4-GkOtX(tTz_Yjp4D#AECk#CaKijz;9rlG?Tfw0gIMCFU;7mK*EMQl8p4E))Rr8lqS;=5xl{WtcFJzx{GN8IVlRI)zO6d$(z=h`s%DJKt9NSe zN{4nOaGrc-3V0cD7sp>}(=t4lwGVO~F1GQQO_L|u6c%sO_J6F}_k&dg#Osf~kdVaMDhjj`@sgKi{bRKgVnTlkwVqT0Gy0LDo70 zpJz~6ib2Eivs!+PQw>-(4csb6A37h4Q)O$M3VFT@Y#X{4Y_r8{W<|W3KZ;lWX-0LM zjmlqUR8^-@2gjN;>`FYW1txV@nzX#eq#3W77)#+^YkB-F6MEL9W24M)1+&7QFsu9% zvpRnrmbVZEH+X=(AL9nUW^!hiQt0 zr-XqKWA3*oHwWGPhZQdheEJgKY6hBn1Af9|Hs#xGiUsrQ|7F$Qd^9}TFnTX|^(vZr z8T{%t^kHF!!ZI_oJrPZQQHJ(_Uz5Y}5&A8v`U8wOgkRKUQAevq6F0!Qp0sG&J*?4= zRp`cf2^OWH*UTrtt8d{^pQWp+EnTJP#>4NRAK^)}-iJGZMYG$}HTIKqJRvabD>xOn zRB;f048B%(jP*%y3hlY}d~h-uj0&>MvS`}VaJ-+`_JCJ^g0)w`DH(@1?q~chWxUv>pHK4XB0Zk4B)Ce9$cmi^!qVa-Y zTV6nRcR+K!0em)e+tpy#1Nc*4!m&<*ci>c0Qnu#JWZ#>>oH;?+cLr6wDX8T=XuceH z)VGo$A*7`0E8W%z9@ zg${W$;4kAG>I-w|;BLE0z@yc&%MKTs4?j5xo^-Z?F{iT+ez%oYhr*u(-|n<4zY+zv&jzyV_&j2R9U-QZ9J z#})dXYvDM{1x{6WI(0A`u04)rh)bOomp1+B)W|QLntwi?-90Wf{l}&0@XP}bc(ixD zM^O*ERm}NM|BCakapJ+i-#0n5INzaCK4)yNP4mE1<6yhS!vU9}QFp9>8{TYFW?<4>QEftXPoA~8mH2gXu>z}Ri-%T0>>*rbuYCYeKK z^nh7GV}eFs3s&6^R^h)}&P7Jp!%u01LdMdqIZMzQof+yStymvl?mFdVc3^pF<8IgIs5~(^+7Y7 zwIA=j6W_2ogRu=S;r)}p}<4b9NW-|@V=E$SWM zIxm4=kD?Fn1hb~GfGy>zXvs0G!LP0;a1HIaizP4&Jmaydb9oFbYQGQrRqc%yyb+6>=+s$X@|h;^mE+t8hi>k}qdW%=&A3*29NYr4qJ}!q zR}PKg8XbMTQ)PRc8gr3Li>7gXHiKF4g|OS)+R}sOY4m8<%uKm2!Q&a8#rOmd$@OdG zhJd10;Ux`{nhWr{SAzvNz=u-NY~W4jfq>@Wk?&gzc0B=a0>f(VgGb#1R@@CvEefcB zziS=?GhX5~_)U#tvSpr{%@~A^doo+$9odRHAG}$EKQ&KUb*I#GmDGD!imnW4$8#Z- zy&A$-3gN}(Q2)r$$~Quq|3FB^Ni0#k=IoF$>v}GzdiL4OahDfmtK!mZO)UmX zAHqwU2j=Lx4Kp^u8-A&EDE8Pqd2k94Z!G^d9C>d^9?_=f04`)dyESp{y~ z?~rvS7~%sjPN3gjfJ5B}Zoz{F_|(4d(Q{x`-=pxgCmotS#i5;(96E$g)=&mt{?Z}C zhXdXb+~;-bCV#<=s0DPL=h7}Prgsbc`2{d^fl~z!!=rC^>d+B~_C+|=4R>1kB4gGw zPE~Ten|bXhn@cD5yOg%Xt%-PbLA0;sEtlqPbg6WUOVh4&tNtyx_uU>f#d|eol~+Xu zkBUEYs{x+Xe3wg0FLbFn)2Xq!PPK0YL-9)IKMLMFWanN4V>9fk{u3W=FM9D!xWg)& z!tu}S)CdmWfd2)*Tss?$x)i^y+osv`&_Z~BHF*8OYr(8L&};ZiHIt00{wH3oOXAfr zI$lTm(1pJnH1czBYq>!s*BTTVXHfTFc!V zQufi)8n01dMm4eDH4R3Eg@a2IOd67H(oiqnRk2Bn9yF+Qn zH0^mPP2R)Q-EK(N&`}nJO{DfP(W(M)yra~{^~be!2hfBu8Hz!}F5L_-G+5<(1y2($ zZGYOPR%%s-b?ApwuJ`vDTgPyXzQi@mIC}I3mv;OMtop^J;Q_c6wXnp~89N*BYi`Zd z*av+Yl7e=kwikN?K9Dw z(}EtWeLJ9zH>uri!Ut#DzKh5H;5A^C{W?6S_rbkG*&5Rj)XZ%`ZTM1*1tATEH_eFz zmv%`9GD4dAQAoLibEtRb=%67-xi{vh;I15nCxcrfa+LfHSOs?Vtq$qnKX~!0;9Enb z%3s)TNl=wn;nyc}%!jkpb6G%zXvDSX)~2a`rBFv0cBWsWYN;jm!YSQ8{C1xXcfc`k z!i)dOs{_-#8hVXa)qby<(251{(6Q4z+7NPU{BoD<*SHkmd+kAIZ$(!%ff0*~!2|B! zu24CCd+Y9>vpId&J}Ye*Cw3mz^x9|z|qF=yLlVn zY0o$`^l9pIcxD}FwVi9hD5pzC^!(IyF6vV*u-BzyE5NN(m-5XnS)<@Z;7CD+OC|8Y z?ndegdU%aNk4K90hU?|)v+@t+}xwZE$u8F}OneX?=$GL}n z>{Z}Huaa$TvGG?bN}>;w>+Ki}Cecn~Xg+jXsE<5zBQ8pR7XwSZcq6<&@$VV)vPDs9Cq1C9OMMf>?Fe>p(@XBYB<#M>yW%yaQ*zblDjt`j zjZ^ThKE!iJ6Ha<3O*5S7I)eV%a(0HCOEP5n3rz?I-SU);u>`JtHP;7AQ#1MyUvr?I zvJS2l5oUvbovQ!VUTxLZ0lpPQonxp~llwB%|3!v+Kg;0WK^L~5z0i*RYpBJdA7|Z{ zq1ao{kZ`bJR`^yd{Ooja>?r)_D|pn$V9sW^Rui6l16cDscm$S}vONo)l(wGw<7*c3 zBs{heeuY2Qgx7zF_cXi-&Vf(MxA9(ZaQUy`)t}TS&xik^SxmlKbEpe)kFBKMwJM&v{bKmlw{El>{_-J@hIOKa zF2uWf&Zl9OWDp*q&gRTk?$1H(xlh{oht!uF((>-0S~BsMzDL6~!Ck;DUk>>LbGB-t zv(+{T?gcjW9YOyc#!o*=-LD^xbuqO+I8|*A&l`d&of=g5LXoYI8oeQf!=tvtqt@IR z(z-(QUk$o1Hb*;rVAZubYQ39fLyi`7=BRHY*!4P?wVda`u;L4HH0P6$iY^U-ox-n@ zj$R2@E0TO&LCyIA+)4|om8`_vXTZ*1sRcadCy(LR{&Ufa1ActFPg~K5#~Xc`J=!Nr zJA89nrbaKOo=Dzf!{ki$J>XU0oA8ZjeEI9#+IYyNgHM7JV8JqYPV)~=HGkmLbUdEz zw>Y)!4l)pEwdhNnT7XtFpunq5^O{(W~5FJ!%HKmtXCMBT<*w4rh-5yPkLINCAFWH-6sZoaZpkG7k5Vr@A9vyOQEH1HRSwqd}Fgz_rka9rN+4ZZODOXwXDziHTR^alx;O zzcwhh9k2d4I#O_~SMak2lW8bGb3O}y+iTR&@g{`|OqzCsNn^=4dJj!*r7@4J(ypm9soQX^Y=r;UkX;zv;nW8Fh{%W0f}h~EqXQ32W!b_tJRYv_5X(`IM$PtW z;oF(2sKJLO$FzT}Ut50;sQ6*LB(&DZaUs>*AJWK+LfUgTeCQf5=e(fieL)uLaWDv- z7<&miECan44{pJwN-uy%#qxME8HGapuQ%Xh_~}Ql3u@yz0-x~BXNAbz<*3u1L;W56 zLGMNOhh#{~(WDY^s4ho~TXHmdcaC<3Mu&?1;Z|111B1aoc zIa>E&NUO3!nh9>rKO#lGCp8s-wf6?eR^W|Y%dy-);Ax>*sb3oB`_*2bg;z$lESROz zAz2zSK1*x+@V4&oQCs$D&2XRge3_}GkDwX3hi8uQs**Zl;%Of3dC#pn@PEZ4)LgHE zYZ>4$NAZT<;@*AFsb%Z%tRKgtzT2smndC|EoHkj}=kVU87dho5*X0JAnru#Lxp-j@ zpfmr4_x+qxGvRE>>&Z|Ib*YYJ*h?-QrbaS}+(j~e((w;Gc+wti|HG|)%HIzC-oEPuLtF|3p zEx$Zd$2r$YS7fR)$EWI7e2Q4jckmVU34DXRFQ_HIM|STvkH&y=q4(ixcfi@VhoAj~G;24o1PP%p<|KLGfyu5U;v>@Ugy$*I~C&71ij@{}{<*8f6Wb)JC>pcQqLY z{H$RmU>5i_882&~R@fbb-+s4QZJh(&dxF;Bv$tm?YJNRg27IgTtKe3zB&qyplGbD- zYyF4`GJ{v!E=r}wlBz0mnyQzkDaDYk4fsVB)bDm*nW07SqIqzS(XrG;(MhuxpbH;x z;9EEqW#T(L+o57S%&t_sV$X(?ptGaFt${kmw$I4cp|PCzQ(L`?+#2|0hkMmtf=}eL zsxi%~c^6TK#;-3Nz^`sHabQ<3{#V^v@Z}LauLa-_+OZUT8OHG}zZCB)m&bF^m8?(V ziS_5hk63oG>|+^tO$kdZ&*kx&raUle5?FOD`??G5w*uWsJ+O;&8+ks*N1ZeL7pn~T z0(6kfwo#@xieUD_}aziJhn|7Wi0e7ODl9=-#3 z|7x%D{h1nG=R?P4sp_9BjVwghRifXx*TWu`atGlht-wnHvl{W3@*V?soIyM?G$CHp zw9;%P&&YEj>f-~ zqZ;(0eK&p(IqLPEcMrAQ4h^hwL422&&^V3j!#G5%v25jR^cLQsW*6K{S;5@36I*qt<__}i5>8o zY8Rd({?-L9jRa%*4?8sne`yWaH5*-CjfdoX46cR8)V>lg>RB+2d%Lj>&HgREIlk24 zG3d+$?)xlo>Q1=JdYAgPqW^vb4<4bWI|iJ2)}xYGua*{iRka;Wm+L_*q3Q73D!`!) z-@CQm@6pmeH@VAG*tR$TCvtkUb0k=^4!kie%$*bZYyjoP0sY739YCE}> zJ)HBb^emku2fX8)EFFS-9+}|N!4+QZv3a%n3a{Kt`Roa9?WW#r#`hX>3)#L|F2#!c zL#zu93y#gf55rqqiKY!B+ZBL!^+!9@g%+NElKR1jQ`wOEWoXHcQ?=G38{l6paG#w< zHSWR}-(*y2J=ii2ymH|^MHuDV6R%ktz@G=G`%R3O@l4imtu>z-&^89md(WVvx52Rn zgZf&)vGMU*krl6UmKbzp`{sBBE&>n1!6C016?L4?AwOEb(4-U3nRJ-C;HDSZ2EWFl z2Pc0BW(^}ddc7Gx+^p5U1g(4}K|Ny=)wK#ucwUmsOOh0QkR^w_Xg!&R(Gyrwbl`A` zik?qZdqf&F%QQGmvL2EBP2|8~Z+{4pT&Jb_V(}-KM3(@CLiAn!c5s$gAXJ;A%0{6+0GNRYxwap6p2N z6l$}X&wtgytXlu(Sc+$+6J8dake+OK z72}irYA1TvN&d{G&9&$Qyo&B$U1SK|nsX1{%TBzjWRF%>aDD&6_Z)THG1glzu;uJOMXORgHDRMekwE}(jF6)jQ86M9e`;YGX zSB{Qs&C&4Q98Jv6)r^WLo}Z<_dTJ2?pUSAAM(;!`Qco>d;?<;oJnY+}q5pC#%7#8dlQ}n#SHe>o ze>J{RK7JCsV{NocjsM_j{eq{(HF%iq1tZXq7rRb*-@LY-d)@n>OSP|)Pu&DJZgpuA zV@$IH9f$s`yTh%WWPFo79>os)ZslH`e9fz<41T+>;ZNjJnv%TQ436$<_UJ^bN7LSA z`v=CQ=^XEQc;*N3rXsvrcd=L7Z}w{2aj!bA%TzBo)mD;L}LAYSEs(%`R<4d#(%T zdqF!7d%>mc%ee2H@P*UiTSsn3esf{Po60b#Yt&(%%WruGKJ7}PeW>8O$LB3ze zj{ao8FOOI6?fCBZp2|qfJrJ*AG~tRyqgsD3;$xc>gA#WIt{c?8@#!F$o8Q^&#c$ZPc8$FaQ5ntY3$dhx#R$Z0%7 zU4;x#<2!h|pMzDL=hS<-cD|qv#Q7$2y^p5`va&3u~dRy+LbV77|y3gS%%!7^#*acRdbAuZ^FuVv(DO+gOz!5meh z>o$T_mS=NxU_Fm@<*4!OTrJMX)%eSDwf>4+&Au{Mm8=(mW1I7G(UD-*xLoaw%+rbVe!RIkmV|HNu{aeP*>vjQ!D8GlzJvL&ST5SSd`+)SAkvE z;lCBZy~YHzZVCBUy!mZ`EIvO=v){y22aXrSh1UPA_8iA&qy8SW`AEuM~NK9{lNA$ZeT{4ZV?O$}tEiF)k~Za9xyOB>u8 z@*LSO#+C8#Dfe8s5Wd;5f5GMc#0y^t$NR;rAlhx;d6_!+vR7sAqUCz8xmWmPJcHhcBbi#8nJGgwIJp`#wf1+THZHxHa>T zThoVo)c7usUGAp;$)zLk$z1rP8NZ?xuP=r1b>b&vZJNnRpn(Va$2$JPv$@WsG-`FD zW|H4Tr*&nRv@(_+zoSMaucNLv3vL8%c}+%5`z>DU-j7!WIjzoe{Hg2XH3n>Ii;0&t zK3;1~WVhnz%`t#wJb$DfP5DSXJs@bqLNXI8SbhSpj3zP(_*L8CQ{S=u6B+joaBGuE z2gzXdPoSTW-kjJG3FJW&bUch)`<01g;u1C2o`t%h~p_7G79@9KIX8alqABYS~VM zr#Z8D4|=nTEF?DalLk{&aUUh=K zGp-~*L;YySHh9(VjMLmdy>SA}g>5yeXHwcv*HQ^*cCLN-|l5Pl75VkG{MUf2tY%xE798 zOC1ru)$=;Midx`I^62(*u#Id)6q$vY@T<9Gsw&ZLMSq7h{tW!7acICSaOQgIfDf{b zCY;ooqh)Bl(WAkoK(4&S=)w8m)5CDCnp}n5#bZUeIx#92?>k4Khw$MS@;+ydw)}+F zL>F4og(nt-$jgVwrBUZxgC6za!7oA|zRNNGK^@?%AemP9-;Qj2MzD)aYr*aKTxSKe z>_@*WPf}B)X4-T(OS6vq$Wen^+}{h%&it?US9-)F?*xxleU1)$gPK1+_`D+SU8kG- zh5HozD)!Jr9R^6JGL@n@ktHx12ty!yfW=9<|~x zu9@Z4TzR$i1vnkJwBC@ZB5DFLe`l)Y`%Ina%+y@|9$KBLX_sWGU_z$a9hqd8csv#z zdk6TEirzP6;(2Du3ZI(0B2y(@{C%-cB};wU*+PBz5DWRVMGaXhnu}H*N&fbr{)M zHXe`d9(W`;y^FDQ_XBEmFR`vQsiPcE zd^$Kb1b>OFXAS;V%{@l-=NhRY8&x(4U;f*8^b$Pl*?8qWN0SA>W=z25Xs7$3HV_!v!X_&&FGSlg~R2r~1pJWql_6brU@#=smh&s!5dVZ;$)P3es z?oE7mV0|xn67#1H?YNn`#WDH{{!JYb>{>vbv5CHh<<&OTkl`(#Y*S+j`GE_mF%HA; zMtctA=a+s1mVjYn26DVD;Mpd4SJSCJ*OSkIN$AS(8kTBsj3w$3Fp9t1(3&G_`Fk~) z3YM+Uz~6XnIT+aXGW*=jdv^2u`EV&W$3X3K3|Yf^e9N#;(16sP=0wrwb*)q0;amgD zUE2F^mT0#|Pk~Q8gBGM7=;nG_b{GEZhxiV7tefCg-HfwCuFq5hTIcZFcov!9R2RI1 z96;q@GMxXxqrQj!7xdrMC1lRGaJ#1ZMq47XAJKEJACMRX7SpIjJ4)V=?Z= zgTDYQxCFeb1Sig*c2|X8PrY#^c-6T-gnqzpAB|sLga*7F4LB3;{r()CfMZp+lV>;y zc1?m)Rpu(RI#)xs=W6m7xf=CZt{NBTYS|Dxcs%z7SLNtvcSw`o3h5{~6}c{?jcFkj zaGV{3$v#w&dsvPK_ltChKA(f{g0nsNZx3)zvE;sXfL~YA3)Gg)*oO{oByURpP<2c| z8!ilJ_@{m?I?pfbo%B_k$(+Koob*vwWM^vILtbs{;eO5W&|~V60pIB89{las+*;HK z$9NFTx|5n*v0GzV=Yvg^WJ!*HkM|8eEyGLP@jUnWb&MZi)4s30TJR zLEn%d!zT%vzd2ED=Ok&;wMm-alB7B7k`=pqg64cRK|OmXs5K%*J-5(5xGP0#5>m+{ zrqa`ts=O^})aB@*8H0Ah3)+r1zKtHwus&-1cz4se*;b@dBjz3+eJS@ZJar5_c6|lk z7ybBd@ZC&3dgK#M#llhckdY~*Cv+A$+q5C%Lcp#L`m&<>ZDdv1Ml;TPh`(>ArvmL* z6FP+>2NS_E_*da5@&#wZe>jF-G80q5v-)4auU>Mhhsdd-FZX>1*J7#t8C*R9pW=1K zLG-YO!{Y{{MOjyzjyJ`Ae52X_S#Z1i*?xgcDE%A-WPu0zn!Wh80~tXB$G(|bU?o@; z!vEO$4P$wtn~VwC0&L!YmWMt}eAZXVZU4o33ZCgZ^v^L?&#Olh+~d>9EG^pnPb*)~&o}GrDjK z+0swIu3j>yWEj@efom7@US3~00$c$*PIREvqToaLO^cSG{RS`!o|OAM{`))N7JmCG zcvbO|Ty?*ZtH`f&wYNW)jL;?8R*wg71H-;UM}k!+4uMS%hsbtQA3PVVI*rf3*ALte zK0Xf*OvlGsfuFULTo+hb{He&y^7kUP``}#@z^$9<>%og#ioaD#Z)1RdZ1V-+cOu_M zDp~%I&`4>19e)7-c~X`(Q0wo*(>Z!p=6|uKo2*tDHMd|jxi+$vHQb{k$&9R~rZ*oP z3pqSG0uS-lqVHIexsRuHlco2;b;%Jl9Q3L^JX2+J(dPJMO_Ainz@Nrjz!~tR+DpB1 zmQTB1W?UgV)^`{9dD5?S)I7`1Afr3Vui_8=WcA=i8F+B?Rh3ZhwcnDZb$Cz{!LMBf zVAE>m+xQ?$26~hZfWOr{sf}JtKl{sm@SM8C7k-TapR1kpHdzA9--0HL2fqwiiXx}i zhtIW%dUF4UOjVzesj1-WaQwWAau)p1T`RqcWh{(cPCq%ib)W`m=Xx6go_D|QruPs0 z9*6%Q>rrp7TZJ)Pr)T0TKkC%6*Qw!?A)F46seP4sUC>{n$Y>5*VAheK`M-0%ov@Xz~`jA|JA=@|s6iPTsSS{gS&_fIiJ@;d8*wqvzVyMh3WWutW7#)SY&7++Adx@#QSkWV}bHFU8}} zGM1OUObwfHypnrn2lr7Cd8_JduV#^1F5z05Pp;<3M`(u;!=HUo1+;!&~-nOWB)rxyK|@m-of%1 z8gK&|@LjSD`*QK#a_LRxv191RmvWRy4kG!9ki6$pyKEDEpdy3@Ht+bpWFudjkU+|-^gHeK1*(FLO?61Bd$vbsOXk} ztl-xW^ier_dBa8Azwn#UH^E`>{<`skV&-ulQ@gO_ps~-#9~$gcIX?LIWUtJ{UX8jC zf1EjdN(1P+E6Fl(fA6F=+eYto{lBQo;SY5_?^FJ(a3K1JRxlUOj$g@_j0cx4q%X79 zuOfW3{dh`iJ?PZ-f#ZS0Cg2xR=g5Q8_TG`L{)}ujq-3l9D$e13dezr~L)1TKeGXz<$IAH&({K4b1yl%uzi*ZfTR#%F5ro#Y}e1J~f8F)!lxRWfce zUYdJ7_^)J@(a;gc$%#e5CFYUipeM574eDT7392?Hu-^pj8J?gS2hHjMzbfXN=|wV= zbtSj?H95|w&~4dQ ze}d<3G-@7xd--~!%s(2HmWOxsoJrBl%g|h4*2H`06I=>rE;Q@#3NwDEnfwBE!Pn?< zPNMgwC6Rh_l9umD(%PwHLqAMb*M%Y2`hd0>06z)o0cEfNleJNz| zZloTArxi`@by0{O3w)u)KiW0B6?~$vbHR4-3f%9j!{3@lpF6qJnxWJ&enXe-r_bjz z^x=o}dxBxfo4^)yWd6&1K6uvGz;kQCA(jR3qr4{cCC@kUy83N!viIR(TfwEh%%kxi zFpJ!8G3!e9yXpset$t=dfAbmiR<)9^E4q=n0q8fYWh^SV2Y&TEI1IO1SBz)12Yu_N z?hSX`{WktO9DK(a9&IkdyM56^78bAdCVba+uf~sMjJy}E(VIyfmFq8&+CKfsQD4y; zczU)rUI+GULgV4@#F9lwc_}C(HNK`6wB2^{3GHA3eaCykz=%!YQ4&4NAAwQutbN~+ zY1j`(8wRhsgP!EUaGho{QNzecO$DdGtDy(zt(gRmdH{cY72eZ1cu`~*_Q0ts!K!fO z%5W<<4MzS0#-e5I zM9A2M(Z}VwP1Y9S{FW=REye4XuWbmurM1!4=|4;wr7V;MzI|7Q{ zPEXV8_-lItT1>s*c!+V~*=&WuVOKI%w5F4byN%@`>bB%f#(az>{|8-9hPN!6dgy=r zn$!*E!I>s0pwKbDj>OZ4z}!B~x#-^y;Zrwcb8Q7x_a(poji+$%7<~%UFQWen+#7$3 zUpqLqf|VTOPh2x|(U8CTbmDR}DCeK|BfbLO!q&g|9=^^*51~(cIA?k_*LP$p?Q^e& z{YJm$3^EiSd$cyvqv2mN#*TE!a2t5F3;$|Az1^>aRm?9H`&L&7X1?bhA;X4fO~BvYg%QLGl`5SI&tMc z%+>G*9#$-V{cJoiGO6X!CY8>jCP_WeaweYoEoQYel4IX)mSuqF?csCI?>9+v&f#CP_2g$(p+ita42tb2mZte@;+oA^hsi6!=yu8S7NltV)%kHbhPBS;-E@ zz;-f!mr_^zhK%2RXu{Q}dbrHw*k+BSzIZ;F0dfP4hv+kSk(}yQlM8@Vb-{>}NFZC2vt_B?Ii|G4j95 zbHKv_@bM}hWB;Yo$lD@z-aI4eEyIk(lo+acLs5Pw$ zP@^Jewfg`*!D(PsI-H7eZP8aAjke=i!PUneBlkCn{Py}xO&sdea%+|r4nhmyFSiyj zwxS6OjbP3)Fy|Zi2E8q@*TJ)>^Ywy18*ij$I1_vV55}PNcEY~~=7AaT*PZ`H4{{H+ zTmY{5!HXw(T{t=Ur&!K}2Z0yi@S3tJc+RJIOTWO2@ZDElir4-=_!W`MoDA@&A=La> z4Bzv39hkNfpKA>nt*6LaQ3I?5?~Z(j5B4j$_-SM<%E-$bsR42<1NF$7+1$hMCHs7i z>#v{|TtlzVCU_M7n;|Qt@-5U1?;@K;9bpe%d>+`_`x!Zm^XNl*ihG!Q`M?hY+$5l* z^lqPA7Enni8Hmrh-EwH*_Ihk@wkBtg+3gLgp;C&y0$=W4X*Suod@{auy=dS@DVW3g@w?fd0e`5U z^gl@LvzyO}B+I*x-tZ#NC^uye_1M`iD=Gm_uzi`O;}!^b9Nm%ZI|*@kQs{P2a$i zXj`zW`$@7B@zvcj&l;>I*FRqmmqs<0{saI z%2=GL?w(XNc+<3( zIb~)YO;aUVhRD0gG3^Dbg5bqB@SMBgK#}xsy-7|D402yaJvo&gh7LTd#ngvig=191 z(ZBR4?{2bmN0?jENWV%AI6(hI6@3z&qP59SbRXI{1jyVk4( zTPnaPJo>q4#%8dlHJ5b=j1hhH;7=hqWCwp*C&SOsl&!bfW#!lc_kmw{<{O`7AK*~q z+u-2)%%$`Z`~El2b%0sSw_s##$Ac{R#;%S*^lqPp*XD9E4zu2f4m_89)grL?m4O~I z&H<181hwTYKcfRv;8k-yWXY&I{ey?XxV8}ADh>X=gYiD`Cpdc%bM=vpY{#QW;~qT3 zSX%KyKq+V7JuLvQ@S}>4QcE+!mBs~i5eRNo)0z@l4%$f)V|^17#KLZAD;gX$kiEoCw9ISFRJ0)A76 z2z#Fl$h+Y74DfD-Uy1v&7*D{Zn>aUeTSuueI?=L~S2Eu$nTVD<@X=zJ+Y#KFI?<<^ z4>Q#@j4T&$77Bw6Z^S_xsloDs?X7#Kagw3w^~q=AT!*` zcTJ+Y+nA3bCkYQYNp4HB4C&0xS3^CJe5iR%iWUz`Rj@2o^}AEG;Gb0T+iCPjq{+uz z!oH4l6>TRgx;KOQE9j?*hSN|#OCftTgLz#0=))|ckLv*0J@ZsF(qZ^VorigOPx*m0 zcnxc|;EVd;B6vPSPeW7FKT$Z!372NBj34RYq%X?;_Nn=faxWq01mD`uTy4<@z#IAr z=AswpG~z3fgv-&CZEm%bWu9~`d1z`+8;0TM;(3}MBbSVCRf4B*d=vSdbf02t7zY_6WAHM% z=p9^mHX30O_tAdz5IOboRq(9sVAl8a-k=QwXoaQ*9w)P~7X7q^ala9t`p~01&wUY9 z%WKzUtMXm$3;4jy0nQZ%UZ5L^3#-gK;3dHcSfa0!T0bB^|2I7}+;7zj;a=6`CGgG< zJdS3p!CzX7CtgQCP%T*22&S#aGsh>d_J>q@t28H`_v1gMa6fmZfI-wLH{Q&BALN)$ zpx<)HwExC2bN?UO5LCxmU}YybdvB0>8npuW$G&j^&)=H9A*GD{2a zvtyE}WAL4p_Q758oI1<1nfsIDfrnOJ57t))wN>B{_&;k^Q1dU6YK{dpY9&4)JZZfh z-gLRh>qs+x7rB>^YR@LGR)!XaYp$M>s~v9YrN^mJtj*CVuxc?JtCR2d#I7KH`$44@ z;YAiR=CF^c{}#RmzsJMUR=#s{V^Cda$r)(pU1;Ojo21o0!#Clm6@QUc0YhWw^1WV~ zEsL8>@C35JQDkq?$8%ps$9{me{5L%DY(H}@XDRPvzq;*y9mT63YNbx`9QDO(eOdwc zj9Q1!Rg9mt3~h)<5%`3x7WdrLkC-2#h5pIY914O40|TmE9+gYOfS_--O|iYF@N zl|=j^=Eh@A&)Am|m^YI7)Tbn9ZB&99c7ibrGnd#ODXA4lIFRJp=ar2-iBD`PwIw4{c6hJ|5;h zew1U1NK((jB&D55(y%9!nVXE7;FA;Rg-y}O6De|%U6}q&s*KspeO{FYza=BeT*I4Q zN|$9JbLTOSUgWK0z#k^BnazCGcs^s`Gljn~Z{IE4>rLcCe*M8cpu* zF!lVIS5w0v=d$=Q?r-!{;}vdtEy>7$2mgnq`;YIr-rolBH z_j|Ln97&QSDM^wfM{7CKT9T3^Nm`P$BuP?|BuSDSNs^YMBuSDZeedtjzJI)L`~BYg z$Ln>yuE+Jb9@pdG5L#AIdN^e6Yd}4IwoS5H@8V>$UQ&UdH_t3=a>*HnONm>7ZOMD0|8sScGY%TsY;s8vl z_4(iCq?_Yar{EHo!ZCH-I$F(%bJd)9!azNOf+2jWG@D2!{HVM5sGj$+dG9bwZI#v5 z|5GbYHv^pxbLZcHL&Df?i(qRzyzo-b<1~1LU!7>*Stc9&LMcMX!*2Rqqh}V(+k`8(dJI zI&8!0CqfwgYLI=SChmwI;(V)b;P-e5{^Fobe^TdtnG>3B$_azu`TCG!){R!zEjKjz zEH^Z*%9B-<7m}m$L*tBmIY%%{KXuLRd780ne%WT1GIr1TL!_=zW zFy&J?r*ARz)m*c}Av9Qm1OFOA!^r!vunz0?{D{Ym$Cu6T9k=RL#r@wEGgyavJbuYoy%Y4myADl;eI@1mIw4d27D zof%;uKWU<#_JNnp?)>fAUlYUc6BCX<7^B`)bLqn!z8HqZ#)M_Qm+@CLjW9Y){7ro} zw^LXzoA_{d`c_xk(wUt?yqTH9k3^XVhdC$kt1o$~;8ydE@?jQUF5A;=;N;7BMJ^A$ ziuh9buEz3tO_CY2jm|#&Sv|?8^#hOaF(h{ieQ9VLYw@@;n7J-G?6+T{-h!BLEIKyS ze>5TqmJvFhja#kK({GD&jLwvsh<9Z30pnOTUG<B%j1BXjrA{&-$k=}!c6lav$b+!=6&2X98JQhMwy3|^^r_pFVRaMZkE0u zjc%Tv)Xu%Isx^Wwtgh=#&jv-mT8CtmKhu7}$<$YAf$E38{7Cq^C6 zU{D=j*)v$Jlt(`~-~94E+V5L>N$cSOEqG+PujwP($Mc6f*LTcy46ks`uc3qeCMT9GYseD>L71y-Y|7A-`B23Xjf*cN4ahudAVB{dL=(; zdozzbkputiDx=ygQ#;4^g=(71W95X$hDoV>0$<9K`XnaId`=&3W=xpfGB$La784fc z#e}i=*U~A`Ve+m{p;-+NCm-kP333x)%%Wd$r04YZu6Il3ol+yVfk*B6sm9`6oA=S_ zpSN>jw)q>{)l6RYS-f7`?!>Q_MDdM8g_WnsjJZwj@j{q*dURO!K(rhUI{Qf8(63@b z747Q4FR`Kd=s4PMT&TJ_UOq%Zh;E-q(@hK;dhQuP~A)Wyi>6 zDQaX{GHStfF>0~pya?^&K0ew-A0j=plm#@kf@c(#FTT_qMH$`dGd+r1ozr)j`TdP= z=3eJ`vu+`;m?xYMw>nu~i21LoT6I?qyfDX8!&kcPJh=6<`OL5IqIcDaZ>inzp^mSHGs)e#~kg5A*9{4z(4m;&L{KBz2(m9?D%gSDq zk^C_))46Jk5}MMzu%#02y^ag*#BcgI4n|$b{`f4?|_L5oMD{OkK zE|0J;{uSl5T2ISb@{e9&#T{^xwsQyvo4w9+e;a1fyT-n(e)=57J?}ZIsXM;N`|(b8 zh{k2cZ&lynQVlN52^;Xmj_En}Mdiq%Gn=Gmda!SvzDi!mxFs*_;qRzT$_rbc$_q2< z<%co1=Z9m71tI;Tg3xhCftid#`9%d`=1m2mU#Ehw@sENqY+*qd8($C_zQAX@I4?}; zU!eC@D8H*npSv)eh$;y4zSnmx=WY8rHzew}wtkVOc%xpfo@=>l$L1>a=-D}HBbe7s zO}d*Vc2joP`6v9}gFm0Guc3zC{<_z@t=IZ>TGjwrwVimpF76Rl)@FqgzST(2u;cG$ z0i0viuTLKjQxX0@=M2fKbeQ8>9H-24ck76RoBIaW;wCpcw?Cdr^y*U z92;_YotB;*r&k^ujy-MG_+)fwN>_?#;aPk1@t)Af%fX5MuEU<=4@QN?PpIvtN6E3! z>l+;vTIa%~UwI*9@f|$LclD2`us5DR^;WpHIx4KLg;(^kj4AHx>rUZ#LUcIxQgk?c zssA_6?Y!8KHc?-&QJl=HxKMg_eAw}b`J0Ba7|zfGl*Q2Y`J}Mzfc%*0$>E^fybb^A z9BSz72fyeXN^jyV=eau3hFFa`%xMj8(qv%&-6b?Sjw_vG&qEs;qU^R~XZigjc%GkaYhw2UyxZq*hIGcE@V3%h z)ShO7(w^r}P{T*_RMqmZj==GT@T?EGxNB&fC~vQ)_w}l}Ir!+w`oOqV|91Ad+#}EE zbJ|r0y81-5E+68tWc-m>w0u2{-CRc0UHa(zc^ml-qrQ{(DE?G z%hVZWST^c4HiuC#tHJGXkGE%^etgTlW)sh(X{D+&>A!7Uqub&pky)OhYR*+ZsGoG(nKva4fdQ)OM0AN@)=yQ zje72MxJ5sjG{pS!G+3-JKmJuSlJC&F*Ycaa!J|ZbnXPs!pW->q?-^RYZC}MYefy<# z{-shqyQuoG=hvQeHT!>_>lu#y#Fu%ik80>ack)P;MZ5yEt}FEVX7LWZ={3BhSC}wV zFR?j1#!DMJuLr4**PZOmOQ?TZnH?7D@l8+@51fH3zODXS9_$z~W2tsql%6ZYB{z&~ zkryV9SNHA6}APc*I_q8yLYFK3VTanr5!my#NP_|5Ah&otk=D9Eo zzqv5%YE)?NTwz%7SwU!iR$&-;Zc$h_s}Qafg!cRL!`y4~W!>bf{dh^#ixd6-{<-*{ z-bUZl+_1*?8~sP^_>MXBxjCWwdK%Z8t{uPdR%G`MDX_XZZaxrC--J`G{!Kp7Ygys& zqcXJgbY^FmQ#{4)5A&+kW{)!dmcKKzYZ$)A99e~P$2nDgr7Vko%1yDmZ}zx2*=ccM z*w?Y4>h0JNd#}37t>64O*WUQByqK5#huE-qNNgCeQmts;!#r73MOo1@4fGQk?^?&x zp6Kzz4)Ri+u1>_4hJ0@ha7$E3o926k@~pCH_4%|e__d{ry@UK#M?a;pH}52$i}#D) zsuET;xR;K$Lw+coJ%i4^Bt16ld@WWFFD^8EH4fj155rc*hXtMatQyws>T6KOafaI1!qep+8O7mrejy6Q-IdT4fp2F0UPE~BB* z9dZhID38{&ALaf`8N+I%d+At5^!;(H0=>e;wE68(vRCNXOZDD1-i)*M<{fy0wspPP z&8|F8m+}$FINCh}hMDTBMr%_4K|@0j8LLO<{inKAsYvu-yR zxQ37YOfwI|aI3XG!rmEo^AztiZw9M&j_Mv}eBfq|W8jv$Ik6_)?7os2vVd26GrSr% zQoJKz+Nndj`DG~zfP+p2|H(<)BICH6bVo#*Z5;VqM#&qX|l{F6l;VM8kz z(H_ro&c@?u@jHC~9DJoK+*2RLtFvZTz`s{v*!Okb#0Yj}wZylg)M&U@#QQjfzMHPc z*b(m<=^8%NHGIHAH@Zpr+wg1+UH=ok_6R?7n{*g|p+{}Oizd~mXG`_X{jx_$agZtj_5f#`?Iq zV~?yaNSe6QUKK9kGx!qHFUqOHyjRW!NLKdXHQseSb)7M|aeM@PS5DgQ>Uc^`Wq zqs##;=I=S^t9Q%XlEUVNb!^f&UKI1#gHoGz`KJ0xyF0?6& zQxDlc`iBg>zuex93$5;sWFACz{NY^oXC2r8Lo#B*=AY!|Jry11#>1EQI)$YboxB6|2nvj@|{M-oU43<5TnStxEogk@lt1+V}lWkCEr=@SQX(vo|~F zRvCJNbKB6-?v4o!f8u4}5iQzAYrl$@VOv}{Q5+x2e~R~-+mU)GA6+WA9RDnQQ64gO08DmUX3U zp%HQ>|6!JODDG7c_c_h1{cE@uKg2Y8R~8%^vlv#br6J-??VnLo&i3&I*OJ%qt95W| zr~2|RkNTNI_P z9_mTo^$5$F`+i?IfM+b=Q*5hN+SARsnu4RymD-M@`{*qlmYZC*7U$YUD?3UT=Y2Y? z_f#;DW;R2esD4^DhgSa}Jk#?Z(7@OAa249qqEqzpKBI~Io2ecA{#kVLA3VOU{^vaS z3x|)wJm9)P@)4hZdjFtES*r-C#~mVOZR>Fm!moFibtGC{*5C6pGdtg)uqB zyvIeMNtfa<;e?Ox6@`V56onn|tSr7LY&lSfKhU%C3c}E=0=qx*z4!QBTlm-8{e4pq zPE05;=LpZf&gaj`H}fnn<9R&*GY%Q!@Ll|B?=|W{ymT9!Pn*i$z=L(f++r;aVquwi z>qBM!DJ+A;BA#QgX$1<#t9hHE{9b2XCRGB+l)OqZLtJv#L57aeA{^swU?u4ztiW4WA;k z<}-6-bF9aw%s%ZjFRDIKEB#4*2cPQ8KpN?L&0Sw6 ztMO(HC{g=O z!xee;D_6<1J%(5D7jNn6yoxf{+M5sPS$fqab_?DQONPLybmw1|bJRH&;Z}R~n@_@; z1-Qrj@#>__YA4vV=YC(0Q$yvbr;>Vx!#K$xT&f=qGJPL>TiHXd7reV$cEO!^$22^{ zxqrm{waBZh5BIFbT{ht~|8-w~_mqu8Ln?+_xYoG))t9sA^8BgmzMzNw0>A!(Tkxo5 zPyNS2x`=bS1q@s5`}^^e#kkr4wdf3ZI-90c6y@eT+3*SfShc>?dih;2x!))Bxp!$M z5351$Gk5ob*_l&4_p`kYaJ!nnF?&Bep{+#oaF!gD2kqpOXY-u(Su(=U7X^Ht39rd;OXuB?5+bdc)SJ-=IO#uiaft){fOCmon@`*@p`3=ugeMbcwq-Uk|Wn7 zCsZEeSGzekj5?T0*OLP_FhA5bDF|&R7KBFk7KGzR)rrUGQ;)!)Lxo{oc2Q`#yU?|` zD2({ADAfL|SQcS%7#Lj~GA}I-3l|rK(Wey29V;|%TS%YB(^?gVmGt__(+k3u&kI7$ zW9}dKir$!yyX1$13Hc#qRc=`Sj=8Fr^*-kDuKnTq<2`A3t@r#}`ub?vLb=&QuWc>Q zd+S|1%6DXjj%F)%_0J4hZ>j;h$q#eQ-gF_YHqS0Z9-lIP#QNjp|H`%7$78uVgU_-& zK9shL=fBp2JI#)FST(Ijf}KC{A#D%cD8rt=X|b|@V#8E*THpHkR_~ZlX5h6|YV`kQ z>a|R)+a13Vh8_8b&$o06<@~3U?zgA8Tc>cSrMaJaox-Z~>_O!X9nB*#MO$Xw>U3wS5ZzE_{tJ;Ec>C2daYhI%xM7^;ZY-c*N6gK$xPoac~oQErm5{V!l#wI z^!2Z$OWjeIsS&$aM$)HlvPP=RDaQ`g@4E_C-HHoN@%212HhO=x@B8?h+AjrWZi1cf zn4fKEF9I)1!@oS1UDt0Mxk2T-@JkxCV_?zs;;ayyu$J>94oC271w1BtcPshRA_D+~N9xcOe zStof=Kbs?2C9Cg^?jfFEz4l%`i#zJFqq6@no7@4`oiFp?ceyQo@8APwfboe)p39cY zx`)kX1FQFR4=v2uP4SvF_nJ=KY6kgh{f*P~CcdDjskLh!g4r~^)*IEhw7DI8P=|OC zvUc!ay&LRz%fXrTLiPE!Z_EkHci~yI_vJhF_kPb0yH6;n-+i4tZ!;IfXFaa3HzPW1(BCT=$djO6to<+F{Dw~Q;qfp2stWbrFrJ7;7j+8j)Q{CLt#xj+ zo@un~P4j|u_W0-BpZ?@>o~sT`;^e&P37!%kYVM2=?c|82U6-Jq;=3|)(_&~+*#2`; z*cxRY!>M+g%HV9r$FTERdtx@=R>LAQG5k*7n0di1BbireYO;=};41QU_MVQPsGpj* z;z_EeQC(_o{6**bpY-#y$}qOKZ%DuPlsA7 zr}$m{$1i0T>*vN^uD-*aVykKA3)G*olp^zgl}Ft71^lcqsz!6B^#nEFxw41G$zdCX zPYs8!`Oc{W&I{N08F*FXW4q>flRWZ)g=(Sk&J7rn-A+A(J5-u`8&6}{zmT`D1$?5{ zOz%T$qUS7eE-j<=jCzj-^NPP!8@0oqmb+#~!M!=^tjcU0s*TSNIqw~pWjMx>x16^) z%?>jd4bO&KW7Ji@@!mK;$Mtt!-fb83ziC>y+d4h978ldQGVvw4Mlj zdi>iouLUqn&9oRs6_nO-vMscoEq; zOU{tP`L_D{60^JVUB=+AmFk*hxNJ3TFy+qfVHf<`X1-}@3T>ud_b_OsysGDUWoBlE z$#Pe=_?@FkFwtvQs>U3Zir+@VtXsYQi_P-vP+!k9yLowUz46|mJ&mp%pGT8Mc9pf| zdoWA1u5aDU&49-Oj++z4znK%}zMgBZkzD8-^TM2qXiWF3@%F}e?_6g zcLjV!bof^JVY~j~81tNyuhC2VjsE^P&+4DNS+|=DDyZuZHd+X;BGCaazS2qme6J4S&_#e6Lmv;HT+_@R%{OfN|vcJu4b33p` z?&D>eln_R=NC@Mj?QK|=5GD;x3=6-(v65gHjupw9YWH8d*4J@nv3%V#E>z5l3vFe6 z*1sh-w7!wPbvo_os9c5j@g>|Vf>|5?pkuvB->czj7sbbggDd>sZt7U|k$8 zx?H9Q4`s{e9E<1T?T>d4i%ykkG&C!Wy9@76c7Edwd&~7T^0Vy0aE4n-|Tfgsc50b zZ^;)chqE6XX>`CYpp$wL^<8t$^8Ou#^*_V?9lrmayw&mQmVtP)YgzT_w9Fs$FTCy( z>4G^4>Y1nHN0;N*ZCvZ<1BZTAhkw&8tdcw2oZoFg7x!HNqx^i5`g}rt+UP?O+=Gc~ z!U1yeI=D?&r|x}PR_VelGaHVj-?Q`p=w!=yE`Q`7;p1BUX78|O0KIM~FY67xLw_>_ zeedS$;D1_wV+ecx8$!v@oREE;EDKy`*WkQxvI#x@R_n1ei^nbjSI7;)EdBo37 z4C(U|^fVH}#0oq7?8I6K7qZ7Dghf101#*WQN5}iQ9^LYIeHODZJLAL9HNC-{wzU?6~)V!A%#&k}S9|d=J^IPc+ zZvBauK~Hdh9z2%$vV4P`Krp)YKK=#sGwbx}=E3g1ya1)o@y_b?9eEaCkwvteUv2(5 zw7GfTwA--NMCYJdcDWgcMe~U+xj~35$EJ4IOX~srFPgmUjA8YIU26D zW4@IiqPCnsOR5~mQ&LYpp8j345A^re)2)8QrCQ-gG2SB?WlQ+y4_#yT10BBvpIYc+ z#K$`3Blz{FULOzLNqGv<6?Joe4cp6q>6ZC_8GCcQ@BRLZ@6B=iKc{ZtPpJG>?QsTO zWtQ{x1$e{%5NtfzRZ}+*2jPdYtl#~tQc`@+3e^k;g_&NlXrp1@nq^!qXX z{(5!SN3bgfrs!=a&ZmE?CCk)p+o#Yt-gg~_S!rj{;njs5Z|0lAqo(_~CGxd;aW;G! z|01u%BW7WSs{7O$({Iv~>+O5TU@D#b#OW~kS&ylK8A$cp7&Ut%7(QWzS$4j&n%VG2 zUElBDGF)DlO@WhcoJ#MV1@rGS^Zk+Q{Y{abW;k~bd3h(i_J_RgL*${~PqQ3rr$mRy z%mY5|x^(dCy7%PdUFsU1+!1upcHMb%N76&f>M}N`>N^(pRc!<$V~yH&Sv8$6PAYrG~DhCSI3>!<>;F zR_G({-DCF14AMZptyaC%Wah><4A4h(%ls-goRqb5h<9t?ReW3P^URmzhsu(IaOf$T z)IlF}3&Rmw)zOEF!q#(3>=Ee`3L5k=XIv6y=9b9xEe?&7i^C*5taUP9#IpR*-u=v6 zV}>*2%2ANt+N!QUc-V~LT)mEhdS(D7^`w*4?HL;DeAN@3{%6h;j+ZnYn$=;kKdQf6$bw{H4 zb~_suBt9kTi8XLq3GPvDvOBgSk4 zU&R3#?KoYLrJY$9P0X+AHy^oecNd zb^3Qo*sUHs`R}w)y2sv|9{l1jcL@jhFbCYt0|mR=|C3krRI|<%8Fs8@gwfZSci!cA z>WibUm4kJuJp$^3t@MkGEd88;^wF_(JgW6Mu7Bo&=ejjJNRx1Gw7bkTy_fp%9X$6j z{9jH+iN50Gr|_q1=}s5w-ek^RyW*~sjSG|dPs5+ygzoVp zmX?nFfmb^xn!^s~Mo~U|eZph?)7J@(rTu;o!FWYrmmAy^o;8cjd9z@a(w(=GrikE-qWKO;BGvAn__4U zA3Da=svT(YM`;VQYG`81^rzpI>)>^r|GL-srbs`Mhm2=+XB#>n93RdDSJ}00KC`l3 zw*F#v81!GB(`1^~Ci>RpIU(mBvrI|3yg+uH@lZ`WoU6BCX6G26=%bOkPOtB}f>6I$ zFL5?KOU;-3MltQIB-FfLA|Iz%u0XM4q*#7sQHZ76&z?bVzg};!C_k*bFE1SU89v@6 z$5owLHr@O+56bR0d&wv0WtXz|DvB2RA2kZ?q)ju=)%9U89@>o7yX$-Ts_Kwh*YoYS zn9KOyo{6#iKppvg_>P)A%!6&8*N#i=D+ry#5qmd}-D293TJ@Qqo%COFsp*f9U5*s$chi#<5=Bj@%GBsHl}wqik6?kYc<|JiEm(*TCo4qF(I0EHR18tklrjV zWIh;Y*SmdP52^=Gm%-pMWdAP#w@D1^F2xNWO9~6_vQN~W<8r&NX2>>gIaVG+qg1=7 zQp1|d(!$p1vJcdRTLyHo1Hjy5GOs2dLAy)6KI`lw(aXznoDDTYIEdyxzjbDqt!J?k z9&9yNS61$vTN|mh<@moO`}%HNb|8HCr#u6F^fY>u+V5Dp>+r++jk0Z) zdv6D)n@N7gxrX~Sql+B4+GEJ_zcXawUTfEZV`0qzIPx)WWB$J)PtEriPpIR6#e8`2 zgx_=90Y_$h);%=EgUX+yZQTuz@WTi<+VExMdBGqWaz>Tk!PgqDgE#)BVLVLgpk9H^ z{pezgzwaJS{NZP~+*H4_!N*pg(0^X@yOs3kNBzC}I6BQ^yOM^p*kd>qFZCF=!o75u zI{qiv={!taM(2k)C)9^6U5^XYd*gVfWFFcf$313V+@Z2R=)0XOa-M;iX>OnP{?fn>KS73n|C7h?q>pbxv zFbmhMk8fwy;@-P);3IOwd~BvCn|Xk~_&@!VW*H$(ec$8=K|NuAVG{BQ?yZly-PvR9~np3c|byz~L} zq4}OAfAgIkv-eRxYP~PbE?t}x)(y`I(dMB?+?pHq^FL%In%ns-;secBKNN%(0}8{! z_lnHT7l$P;7t6RQ4vTgahm$-HSsRP^Gk6|Ki|Cz&_Nda{3-a|(c~xb)PJC5{zd6Gr z=LYj8=BRG%9oCNN6>2}^SL;dt+~_*;S5}z$J1ibR*ZayWSQ?J?9$z~x_Tc$2{;95E zGyn5sy|9`*d(L>T2H#}9_F}UkPwSVRO!>e1sqs`h)jQbH@<~#dGe0RDKVi?P?DLKG z4DZ{W6xv*v6vnqp49Rr)$*}tpP6KsDSjUNA+zC%B;P;YQWjGVsM(037k zeJ43r&&7pf=i*i~<3lgn+ICo3+Q!VF%$W9VJ>I!8`P$iw{E}O)omoX@Zw|;l@0E)G z$-+BT-iq9o!>eSu$UBJFbJ)Dy>%gD6+6+s_8|B>phbBJQwR4HGq#I2p_lFDe#r+zkI9+ z_H2CC&z__O!L_~9{Qqhn;bF;8_gMfFvuWA#B-^>K(XIV0j9=paoWK{Bx20uxyo1y_ zC;mYT%cN)BrA|~gtUsIHLGN#n$}=9V&u>2V$R@b-E{$Kd)Swf%1`aiRyT9E^quPf% z)~ZJv$ce)ji}1_EE%ZWRX2~Hv2)faX#a>f2UNr4*!)0FMda{C6;5v`Ej?98D7yJ0F z8f3NeWtv%#3ZCD4XehmDjn~7Wsd~JR@D;yeyKn;g;A zZb-cxUY2Tqw`o2+Tj6`3*v0oY|J+&__bW{6Vdu>cc$a!{dms52#k8>}aArDK`a&}m zub4r=y>|LI@poF6*RGjsO4UX@7l&-|U5_y2!JZ*!HtzYQSz^9{EWB$gA6v>I7`9Iy z-x=l>tN7LQ7BkH&HGZxRx3vp>kt$2-{zU;Qpu0u|mFuLbC#eq4hib^WzFauUYw_=qz5Zmvh6&Sh@P$%_DY@vz23Z+YI!{ zG8u;WV0r?-KMtL96!#BwI@kWv-FnwIWZDDREv)8w9B@|#J=5MGvm1jRH1}cFBYsAg zurtw)>uECOzDTuWLXNJwX?RC`WTpL`cgkP6(XQc(?Z2zn*>!;L(%$pvR>`t$lR|9` zeVeY;?|eJoXC#Cv7bnPWjSr3W?#kpQ?0_%px5vuvi4AM|#fG&ot7r$W)-y4B)G=Yk zCH8TBA038Hx9{dY*foiVi&wts%h6%^eqPZl%vtl$M|aeBgja*3;MFsBbzRDb|B?*k z_yn`svSaK-U9}8e6(@!H853aJq1A3v z18$*F!LPOIhM8^oQ`H+=NBjA5*Z;XV)!XpuO#jFIM0$=p;6?T(oaI~m4KK>zpITGk zy}w$0)y=tjF)c0K@t`hS;u@B{7j8Pnr?!I;j*VtCo1?UuowqnnaL4K@+;5jUX};$H zpUSR>WiP3h273lYyTQJp4khB!v{`w zgHs9c>rD6Md2c-xzHg$dE!A855SGLJNKdXkd@I7+GHP+Ta#(}owfmIr)t(lQHVCT0II@FMk2I^qMp{;D6(s zWjj3&8h6wnukWd}l1RM`r=q9R331&>zhkM{hGTpryN2<+6~Pl&RR655p_V6Zq~1)y zQZotWp;r1lvR{2n*9b=0i}$s2X&sLcUt_k~WqeQjN#^ma_}vrRcxL$SI-X-^S30c9 zbzSUbCc^*O*1u~gqn%E>+?>Rxvbdk{UgLf9e~<8Lx|o^OISst;t-M#UnW06G%rFfH zi+E?Ee(?Hvy>beAgxW`VUU}MJ}_rF zKrUf|T&x@A&BXGn-<&UByC4iIC<;UO7Rsh7G7ncI=EMB3Y6%T%13h1@Ie)hd2brz)j`Zdi+ie*7c*JNG2ZAhkDrP3N$reM)F}RZ7@7*^a!+?C-lYIiyYCaoUo|Bb2Dmm>8z2 z1=Amk56z?Ed1&IovfJY9YBV>)58p~{*!~)xgtqo>{SU{oD`NZ@p7nG2ANE9>Yf}%d zjy99S`*6UFPs5n7uFS6a4SJ06v0?l(v0=*vc6CjQqbb^dGd)3%IUx-AG9er;OAKo_ z(%ABo;t3fXI zcRZ#meB2qS0k5mui?YHwRx(1r?_(V2BIh1%chGx0^=ABPf^+?K=lllO+|TfrPhjF! z{jXKNrg=2I#<5W1_hD=@%p5+Fu8d=>X#qFBb>8A^)gD_4{ifREn~<$ug2Bn~xwX2p z=72g0*BhaJs_6o|mci>2j;#pyy43%3TX7-G;!A4=>z4fDem`#Phi~;u#nV>eddJ`@F1QtL^=n4kzqqciKg`FIm#7gN;$G|F z*&=l)d`?u0wp8~{SfS?r*!laBj~~KGuR~5#7~Z9BA454FS5&Mvea`>#Jl34&8nj3a zW=3?UI;|F;I`otN?9=+TeR)h=w`Lto4=FU>0+7Ck`qF%mOU#-s z*_s|^==q#@%PiOauHnQaT629kRY-$Zr`G<5&@e01l)t31cX=AkatFX4wvp)XcX^?vs45n{jL zH=|SRbiG@6TpfI;>-*!*ALm7+2em-|yj}zRvyrT)YvlkRNDIv_ObbV2Qp0F{!t4rr z+3Tmu9mGig0 zfz^6~J?xk-uInovT*%uF<2F{shD|49!`!iPA@(5OeXT6f%V3op(RqUt9Y=guwitO}@m&t)1)=NG^b(hfaOxe(* z()IT3*$sAaEHguRnI4_~T-Gkv;m)`^U8(*Q`bI5ph;u!X)v)bWed-(G4Ubi$k7(k5 z@fw^h!$DuDDvHnGTD#Y7gJ<|s#tVM80)Cz8{pd=g^8Mk@`aAeF=utoO^TFdCqcH23 z`^!9OzY{L7WQ!e0`FPFu@a_kA5UJ&Oc6O@Gj^Z&Zdf+h`&h>uuA@BX5Tj7=OSHwAg z@t8SyQKNwoADH9(s5tZK5fAN$~~@z#qim4*wD@I z`J1Di+|Q%1_bFWL5%>3u$FLO+ZE>9WA1CMGoKLD<;Q3MYbJaNbI0H5=qGjWv%kj-- zU&CS;neAs|;8q2$cM=B9x!iN2%glkdQI6pz_3)@w5$y~<&BqsCrLWQZ7t{48T!>d~ z_Pig)nQ*+FfnKKOEYF3@>dr0jxh4O`-t}ICue}xz;eHo*t(*@T8@(rbtgT>G)tP*3 zAJpO01a(_<7B2Ohx%W5lrh8o1=>+R8G=s2J=FbAx_ebO~K4yMxj!d5ob-8AXGGqkp z(|eY&Shh>%;>&4a->>p|8~VPSqQ=kY?d*bM?dy10iJo*?@AQxi_Zq^oUape^GvpHC zV*@V1zxp^wyQ_zWy5Zby4yzMS=(k+p*zjI#oa*&+9m%>DkM|m{_4-eC9PIZTlf5Qu zJJ@@u7cz~1Zu8YLh~MtvdLk?DU;3v%m>)RJe5G8!wlB!a;x|~T!URd=>e%R1m zT~|{W*7IF8J*QY-quA#qboY`l_oiZ*lx7dVEDTHA6ox&iyrT5^diDL?Cwx~t65C(o zO}*Kk?VQ}uVy-M{8P{e1%%(%@0hp_5b-DiSi)#IBGZSyn+Y8~VAWBm2f~u8Np2`UbTj?ArBUOj!Ilj8Zf9eL!DvO-yJL z2j6Dc+x3&Zs5o1@@8jf4#PbBes-g6=I}^k4g^8hE1NrP-=xdMA*M3Se*M$RaHXvg%5Asr9!`iL4z$F+trZMjIjOX>Zd1*L2W;p(L(&Kc0ncZ-wo*qX(*!ci# z^0Azb-Dm(j%=0+?PK2i|$E8Xl-|GvLd_3C74j7zsLIi`K#B)BU<6Qu^2IF1({TycH z48yZldHni^6ME5|&e7XU<_%HbHoJfpcTlal2$!R`&AHe|{A|sS_#4bT`MLk)mW!tubvd9@RRM%L8xt z^bR>UV!NAPYa^dbepzEU)Jvagwwd`BvuU9t)A%9NLiLSuuDhD`l3QD?URnLKeQNTt z7hOYpk#jcBb#aYc#oe1^E`BA0(XF22ZVoMZrdf-6mzoVT)4tNN7i*4T-x(R^0eDzO z>m_?1>MgN1^>qD5@6llI=YaF@;vW1Md>OIFBlzDv%*L}<^Fhp5K)W+rltSZc^l^`H zEVgH;aVuqU-6ZQT+m4Qtd<^nX$MA?9 zU(D-Dhn!s5Bh)tH;eV1xgKoL}Des~8efv~>t=`^4JaYF{`VsmS+b+`Akk7Z+HDe9! zW`{i9_zw8htdy{EqU%MDd=)*kC4Z%a5#OhT4tz^(?EcK2o*GJ@NVP)(cG-g!`>8ss zK}v`kXrB0A$zjTWlI&WS`*~7(%{X*A5zniz7&iXMu_C7PtKDNG+H=zj}$kZFZ$w&R6+8h{mkS21B zK615lrxM2PQva3X!gFBLTe#O(cHVx6?;M6RC9nve8jVApxg%SV4sc^OqpVRkW!Yy8dmk)SM9#=h&XCT>Xus^uBS`_}ATm_H)-RLS9RY7Z;OoxNfGu53H54o?e;bmuk zlf(z`BCL0Ar+ni&;QufDTJ2}1VSsaD@E#sKbzkXCFe+URKy%kCm@@AEE+I=s?B;m* zgfFG7flWJPR5yTM51H-aLmvCT)UfT-)G!EdZ}Wj2BA?h1x6KYCnMG6hlT%hm-uNUf zRLrs8Q$&4QV)maetpT= zr`H`ra~}0xY}Z#Tc5FOcSFdMZ;Tp1xM$u8vT90GwZ(bw1-t@Iu=G)9KOyno$`#AnX zFJ2sc=Zp~A_s;phzTmh{_BVc-7v{gs@43GqY~yWjeIq~n=8~}Gn?7OpO{KC>`h=x@ z`h>DmOTxCJJfiE0^l5Rh%0hcqWY3(5U&)hc&vUivUwl{ba$irC9lt}ikL;gTm&zTx zgLh8vqy?RA&iN5-QlG@NXpsI;>$mNGEpjbcLr-xn9XZi4H;{IW{|@?w)}Dros;{@x za3=4tN9sQ*Ve;QzzhAsw&D7RH_tO`_r*!i=^>GoH*4Fznl_p=dn;viPdHYIP2N&XB zjXKj=Xhwg)h_7MR%}M-6NwmVmF#9P!gU|Tk@vR|6IMJhVp_*=fU_)#eIw_V%H#V%h z%&mdkt%LjvX?#`*v7sr9I(b-4Xg)DRo@g3hM9Yo7*F7!_mld%?j?6Y5)$~-}t7j8J z`QHg)O^msNdf19scxjr^AXXEc9eWgXbU7POaXZN#6&uNqSn=y0rifH>|UpEivT3@q* z-g>!n3GeUU!Lj&n=l{j(rvkOtzw{nqQ^P{M0nb?xsV`sc7DoR?i@)Bv{tBFm)QGKV zRnF0x?&ckvz!5k#Z$7Tp28Q5v6W@hHxAB!$%JLgT+FcwX>6S}&vj6VAI+_{r3u&G?_%C&HRrJa*4DaXxJZPdZ5tt5oae z(B(7lra|TEHQVA!r&K*!?C-oz*;jfk`uJWi8XRnDb|38i0;c`s{_gNK zY>i~q4{CrLd(YC;e-pk=54E%D;set||9Dt+2-jXti<%^3F;{ltnee5V-02TxSKlhb zx}90Bb7gxBv8(oGd)CaQ4)ggz8t}$z?5e$qcg9@(iK(ff!gaCI-lJJQZr`68j%7KY z;MR$?K7Qfc`w3rgTj_tamOb0SHFNyg_F&#co7hZ0yG&krj_c*9t}^xP;B$=|qE;-O zf$txT%(ugSwfhjq$!?fE6VL8|W9{3dMphTj8Np-vR+gQXG9h@?rkWK`)+1cggNIa} z^p5jkjJ)H8cjkv9;|s!+JMgBpMP{6eL+pDcq5O$HdJUzaY+PxGy1g{?tKTPNyH4{2+? zdW2oP!Xxg@3PWg&lc%cd=>=A#>6miYeGowC|kW+_Dcu4*3EHp_slDQXh86F{hT$o3|Ce_Y*)g%^aeh(v+u*^3uyRj= zT|>febW_WQ(esCSZm7Rg>$eS;@DhyK5tA-pCfbes&A*QLn0wV!lkotCvc!!h%g zoY54z`+W0Ba66JKT>T^;DJ^4m6x=zlYZ&cg$NcCYJL_P$mFMaA91EeuFW+qcppE7PkK_NaCkteei)xi2hXjvwr)mf>6y-D_0g=x z_~8|<@3+8GT3Y5{*b>2)A+WTJ9(S{P?m?J%5#AK#I8#%OPE_ml!~w5@tF*lt_qnM7 zOVu$|>+m)IzxgR1gY$0FH}2OtcNC_MP#X?*yzV{IbL<9ZhQqCSba_}4(c*G0gT+63 zo-fh*7r>@5j_*P^NiSGrWfLJhn9F_YWRN zL$@Qi4DVe^nQYc`XzOaT`s%-4L+DkP%7L|SsNf_0^T! zH%(pB&q@so8>fb~r`W08FqH>apS`X5ulQ76IK3_&Mi`9g)X+I-drng_E$a zd`z0X0`dknxo^6}B6VkD{+iiQ{53Q1{I&F(-SP=8aP1fhuW+rMXS>dLKXy4jIwW-q zWlzcp@tUn15AW##rTlFZ)WG96dcEppg?j&%2~lCM>O{WU&&-F{m^pK_(0iRa+Sgg%{_{g#n-!na z{2J@&cXD0XPkVoyzW8025FLekJVjGSBRD5e)lHGqvVeq?&b{!{}!%pB6itwViP)mo3wl8AV_ps_SvxYC?Pv)7+;n%@g zv7yoZ{Go7cES#F;^YThLeecld&xxbI#?h|yAxFoDm2~&aJoVsf@9QtUfR3C&yUiMj@^Jsl1|?D#oBZ@58U=XE*7 z`annfs|mbLGhgz$+^^3=gI)bI96Fshu&wj?53>QX^;SE!#>fLb?zLLAk}g4?D5%jh zTJL_EIuC*jP}lBN`rfEL*OtA_Z7Yw6CPc@J~V6b|#V&oaXDXVqx9M8jwCFuY>M95q&n^WX72??G5~ zGe12ZHCNqtaFBCU9W(&X+YW#C!K8Wrq1n9UHWA)>o-2-djQ`fVkMxnBaIQ4M3A;K! zoZ}P!#?yVQ{?&agfjO@6m5bDsvpwdQ;UOGtzuV7Gg_VAH_?ha$)-o3m5AtJMT2m9ev zuxfA{b>Q!g?|oh)b@B?_Z^L)=DYtq029ciZpn7NP1cJ?JCL zXeUd}slG)c`M^8{9zX4CGZnwkAmCSZbZR(iM|Xs8E&DMwG@zgEuzzxOd;4_%X+IKA z(L~&!e?E;%R)6-X>7l6_XviSvBOXz{-A_*FiyYapGOQcO7=2sDXj3_4GH9z_<+BJfJIsW|4yU<)We(|@ z?qTI?9{=U^gAZvSIeZ+rc$7M1{=2U2mpLZwhUsPJ!jcp_&+l-KI+vEJ;a67BwuX7% zI_k5k?MFJd(w>yVDML6K##OjB9R4ab%y9cB%xuTMFgmbJ+&Az%KA1^CRm&ULlEsSZ@g@(~3ELqdV?o>5%E{w_X z{M*BD*Wd-t<0VhZ;(6cKt8lO1=%jdRbd}@$Ec%xo>pU7oN5}hGIz?noaqLbw7U#HI zf$x9gHPwe4>v-I*XEfvjUY>`&7kJmm6x{84+)KTf<>Q#<_>4NNW{!`?)oIu3N3K+} zUGLm~PrdnrA#Fs%chZM1o&*01>a6gt>@`22HxO=``0-*^mHyH>idQdoHicCAT*8*lsh zK6nb-wq1;)^?f3^Js0DVw5Xg-S(J46FKEow)~|t%qf+>1jA$gtyMhfvfxjHF0kAj|i_ybIjLsonB;KYv8N) zQr-qjq9eO!aiv#N!=9n8&zJlB_mt4&n-sg()Ft%XDR-xsmE@VZD^sW=HU?mKCYyfc4^^P7RaaPURWG71Wm}M$@{STN$wO&=kjxS+VME zv@^Bg)GHl3i{O>(#;$vCEOYTSdYe;R8wz4P?`hq_DEPcI&20W?c`Vhmp#Q+=#{6s} zyW72+6&mvo44w`nGOLrEBTQ;FR&C1LsRGO`}T$Exdc`|k zQ^J9#QbG-n!{BkLGT>4}){S=M=t(E?`yaQ%Z~tN(X)}Ko58%pa>V$XgmHoj^XE>jH zOL}PH_1M}HPr6R+P(y>jKidq^&%Q+sai`r}tJMytI}d283*T33()0%mvReWVYd*tq zd9A*F zt>>lR)nXuxc{ofh_qoTJxl9kgA)e(ps4apqPy4@gltoXd5noZ8(B5`#(l>yK9pKT{ zv*6cxFf9sJ{wa@{9u~>CkLZ8R?$C#*&nx}{yvOO*z|Bg&?g++hdPpDgeRc3&_>6DW zHo&vgI+6ZEBRW|#xHRFva7gc<3NBUC%GPdkJimg6J?r~8Wiszu$!zDZpUu>-NWryQ z9f9RI>D=q|U2lYIPxyJd-&c!n`^5guIqE^#{aMrL=SiOHclJK&_sz1?c5+8MXm`OU zbwrx$dD$tcG^G?-CGhC66!Q*see{ii#^4s8>3ZEeML#wrq?iL+GdLwo9B&@%nUs+E zNs7#u)X=CeU(nU5VenP3Ym&SW8gY}xuxhZHP(N|fdGdZ?R%1S{c03bhJNRsPQRlj@ zw8VvHcn#NkUq{pb61`sY&hx&HLkNTg%!m(j2o_?)I?kJhX*vwUwSg>`o(g*6u?hEbo()B0DuJz@5o$^+bK zKXYUL($Ul7Le?#ELnp+A>}zD0!m#?u=6YJ=RCZw;f??Sm?8GS2Ba|;X8An^*Ha^TX zbKR_2LOA)jSs;DMZRQ(SzK&-#Gn+G-?*2tm7@L?JlAlbLI|Qqybq>@2>>QenNC~C9 z@8e2n5bIMz`!vT5>|ID#oqmdb4Sb30A|1J%k9J=gZ=~5J=ki3aS!1tLIqXhL^BTQ~ zo2e%^eU}=>=?@*+Kyy9Q*SFh|`mAHnzQO)KH%j5zb~v^Y z5A$(TH}wfTTw0~Z`~se+JKIlzGy7y>MXO`RtK-ye9sF#vIglFt$AixGUFxw2S4p`D zUR?m!K7c7VMLe&xGdyq`4!0Diu4x7{-0~{nVQ*Nwsf%5$o?{<74B>PY?RUgC&Qtub zzTSO7svUs+dSJzG!VA~mG@7@O;wm#Hq!hpX4>NBDn{{T93U)+Rg%Q!8QA z`7r2NkGIR!66xD#dOn$Ocds5;Wh&1DzBT+B zy#iXv6G*U%>NTJeDKtFAce*chQVvn|pmz^iA< z!QJU~yUgo=dry7|KC7dqoY3>23ka5LUr|q=bUwM}&pCoyxn(;CW^~cFxP;!~TG`|SSyDJe2EDp+d0LqJ0>8YP zsNfC9QJq8iKRSnv*Yj}l#W$)>4!w@cER|(Ett38l$dL_`7$4@?%{Ar&-YWgS zl$AUSvb6H#F=WE0<6UT0J>ujz$A!To?MbbQ3(el+pRdo?FeRQ2!-w_n1Re_+4e}(~ zZb%F%m)Pk%J}Im=qcgFk|82f#%7Nt2VNmDL<`W(=JaFL4Jo`OeKi|@azL+1&b+tU` zGnA*96V?lw?78sM^t&f56y2-`;ToLd{9QT@XMfG}ZRmQaS5!Gu58JHIk#>&ne0~WY zuOdCxwtlv2kp0ZA39CBcU@7X164wX!d;D(4X1p445UnuTYYhAMsRO3`KbG!4zUI3B zAGow6mn7+uBuUcRkF(iEON`lTW@eb>k|arzlC-2HAxTS;6w;EGq_teqlGajkElDm( zk|aqkDM^wf>3ct)eg8POZD;4a&-=XJuh--Gcs`!L_>B`=<3Ho+T;K53&Y*#3(&S;l zF#M$Y0ysl!8rFsWv;nXA!M+pEODU=Kw_- z;ZAqpUQfd`d}|9V%l4kC2wm$QTE6G!@C%#F!vS&BiPytz+&Mb4Hd@~?Zieg7R^I1Y zd}XRofeYo!mVFZ<^80FonNMk%chzepx@fJsbT#8 zQq6v`=3!Xtq%^hde8O32VIAFcj^0g!4#{W4w=(FbQ+9UZ@sMZLcs(2HOvu1d{@2B!QNrwGx_pwU>BdT<$~U!;V4*kt63JS z&1apE6SB-4JNS4|C!Q5XcGk!JGPOBkh3o#(cSHY;33+M>-_vJQJ!G_R$F!^E-pOm( zcdgg~U%pa2r=7gVvRk7Xulv;rH@63O9<+bt<*vmimawzC`SR1o+C%HD)3IWQqteYW zbnR%A+oN%#TddK?`3UD+8K%l}i|`pXfA96v#5b&glgH%J+5g#MaZ|I|m0qyR{D-nV zDdt7drDxW<^3u^CUUfNnv1fJ>2K3#io~S?$SQ2n5SO*b2+5vrG(k~BNx`l zZM{5IuX4U>i?mSoOj@Yh9XE$9^}p*7X5#;oKIjl8$U)mzY_G#HBf>*yi7XdzWC`JJoXqrm?;#P5;Q zG94F8;LFCq(rCQC!1wBy0lU&+Rxf#K_VUF3Fk0+%+%33WGHyLgt`dK8W>3cxQ$BVB z-)fTh#53yTtf@41aM%&AhquEjoQvn`jIgG9c#fSL+M3N|^P+z0EZDY=f2#! z+|0+U&#%3>Hm_~!lQ3*44(T!QE&k#%ey~`?w6^f*V%ls|xOEX6N`qbfVOb$A7E1^7 z{MHX?ey6}NyegX45zP;eOV;bU4u7yf9OZd_zU!VV&tRPITXU42KBGg}f2p7HsAHF^ zi-0%PVoI&+r-f~}d8@stVX^p9vv*R>9!S+gEH%u0#SEs(RC6Z%|J~FuZk<_jX2_j9 zhR;W6?>9Pz;~aY`P5qErO-FIDA>xUv=)f_q`2{$)>mTivG8$gZ?Crd8zZv*KhHF07 zy-m1CF9<&23U+F&*i4&iI>`~kOX-T+w#!#)Emk=3sxbb)VxVFYQ?~LC<-8C6T_2&w za@)@^$Kz#rP;Z$DXa?HMejzluIXiSdiUVD!57rAgVL+BT!sR_fgryXh6PPmWb} zo}PAjq4foMVby1H7=DuDzDqB^`MtxA*7;_O;8i>G!qC%tn}Y_+{I5-ay-UaCgn|#` zr2e6ojXtQQW|ED5(W7|?YxL;v_?+3!r*-?k8A17a3hkBOP&Hm(>C>Y#>BUlLmgB_7 z3leeWDV^|9HpaTI{>(KQhX;@87#h+32Do=k;a5c_?RlQrgf!!lUA6J9;p_0zOI@?^ z^xm)8MR-4OI;{lfFJN=G?6j7TUJ+JKv_Jl|?q3zN9jPw@ow2eyE$luHGv=r0t;}E3 zU#ry&IaEK>p;kr2L?hwked2y}sW=+foP#*jH*~7)av;7`-&2zqj^bf8P4#XcAb(z; ztyc0z8>-EjCPr9!d2%?qBsm;t)?SU3`o@{&PUwr1f3SU++cqT(DNPBhTUtNQd$dUl zOX15=JTRO7Hs?M%=uI#Seytb7DYa(@ukpN?^`XxA*Lm>h2^{{A`1Q#S;Q(7W!J3}L ze(qjmT@Mj^jD^eBvAcBGYH^~`bk^J~8bz-6CedpzS9dK3cQp;8>NWl3`@<`Fg$w$) zKJ07Gv)1WfxETAfd=NZY!H)dTb*H5rU&LP<%};2C4?L;Y;6QxoBRZ2cop28gO)O~= zootd^m7RI83_m-5XRRhxb|(HnFRSlZlVDZftMRHYe5UVkm~AgR-M#NQ`6{Y@QaHMJI)$;LoeWIAJQ}VF46c}*>3!)++O4RF2CL1 zI8_7ttq2d#{U5&hHJfNnm370%?#J~$OIP1%FP`MHsx6+_(>jV`Fs-fa`*Oh=i906h zIn|wp-vd?+5knPom|&kCq@Az*#os^T7&uqovtZVlc+`Hml^eWf6}+1*2Jo!CJxvZ- zj$<`eqhQaMP5b{dA=|ok@8iA0`Gc_PPz}3uE!*;oJi`k2?~b%E>54Qth3xGfH63uN z-Agb@p3MG-U{!G{4FhgX#@ip$7hoP+_zc{70e+RMwWW(x9!w2w`HHPNrpa};Rvu<2 zX%PdgiAj9Iqbuc`e%&EN*ow8&Vb{0%9fuT)p$OF?wIM zSFdwwzB#nLL)rCw$4g<=j$UTT=7rHc%wL_F6LR#B-|?3IGJMZrle5ESF~e04^F`0> z9_H(JT{ECtIQoU0cUso=xqR0XavN?`Uv-||C-3TEDBe==o}4*)=4iHRDt}@Su3jMD z`^XM{%xUaB+nQ@#Rr2eaorRO8s~LE}&p+g*;HZ`PY%Hy!sDmCg>}NIZf7}{dCe~X1 zCLe(99q=ieZf_05N#b7W5T<{}m#1}iIx98I8YPc&Qv0yybTPa^YH7@im=&KCGEPYf z+rQ-_mPbOle1$P;dggZ2t6hHR+Rl+s&=p2?F&F0!eN11Bh@nKp%_CvijovRWbxclj z82e&!s8e5$QMnX(K4T=j+H3yAiHP13FQn*gX02Is+jD8{^wXL_@I+nVo)-8JuAYqh zH<$^#-VsBfNo~KNgL>gKy{ppLcsj;uu94W#gvDv zK^gsGJbRk!JxBNgF|e^Nf1nZ{TflBN9B6$`g9Wt1ad2@M9b-7ol`#d^TE;= z{B3mkEE1uoBNhVC!6>NZbx66 z?wD;y!ITpJgI|kogF$q*O)%=jbMW*YKJ6IV8!TOL9W1@UUK-#*-^;y24tEouKMx0_ zvCMv+ExUxq`2)Y!XE&7#(qK2+gqJ7yoF;pn=Myks1pgM+mT&jD^str%@aj%+n&xtq zH~C*ut)JK#ZmoTqPP*3LG}6(3v3tE>Rtf${i`%h<&h;hU^(Vhr%wcN-{?H}#=Hc@3 zVbT0*n%zfYjqiH+JKB?V=B@VcNE+DPdMS;ASuJS)pW|`j1rrM3Vhdb!zWBmD{hF1F^iwJ8Alk%Za`!O^lxn+A1F=+PCCMyb3-g-O;|u0R>%CI-{tk@BhtUR?WlwLR^0CM*W#!)&jBV@p#%aTq_!1%x~BsEbBvqm%m&fUNxeD>%+F^ zf1*x~j~cZ@(b}Dwf3iPUo001pMRv<4#Y^kRPo9o%EdP|Ag=_U4qc`qGxP?15UIeqx zk>Bu0=P>9SdA4fAr|aP`rIUOHST(wLmUuu`XtLH!Lp_u0j?dPgt4CP1xJSsYBOhT| zj#@&w3748ju~nbsFU+UE5=NaOX83Wg+__$1i5?C+3-iL@-^`+TN{^Y5dAL|ogSmVy+bomvonOwFL_Q;Hn z@vhc%4(o8-4nE!rI3`|JfS0Xn!w<3c>f`gHXXul`9&Y%v)_?3MPQFcy?8HRcjWv*o z8!vrS?C|}RkbjR}rsLbIwQe6~HA%K_lS0LvNnv@WzE)=?g}j}SaOCX>USYmqh2Ev` zDekpMDEv1JTcZbro~C`ZiEVVLi{|H0%iZI}Ej+Ew!r?L*bG?Zb%G?Za60 zgeCn`^cmz6c61K^ft%J$#~*14UDO-Nk2$g4`k}!`;?zmfCdP^Dtc6XnxL0R5d)S=l z*vsYh%Y$ggMkYH(TzB{s=VxpGyI6m~RO>ij-h_2q&i)Q(hj&}2kv~(z$^`la{dGhk zK2{3H>hd>Q;adF2SlE^DnCru5oc#~i{04i+HQq$0pVh=ZKR`Q!FPWFy>n-3xZ@lO+ zuNj1&d2QPv@M9o;HkG!oeq?5xeC#UNm+Tm4!>Yz`ji#5+?l1|M1qqEqyL*9rq5dc0S*cPq|B6rvV?c>221_ z9C3!9^^wHk8(&$=wIW!d3YrzWhb^4JAAVT@T|L$~(~8?H8U z@H#V|{fx%`a(>f;^g5dS_vWy^QCl0`JT)&Iexg^%`7@U$sDGBe%8i%E>Dp-4^cp;? zMBc=-9P=%+)hmWD$js_`ExU*O%e$MUY?jfT`s_E=U;Hz8b&DL=U-X_>sAl~p{%kWf z>lN~S#XuX#*&8b+UFjaJwoccyw}$U!?{U=4*4#F0a{Ary>Ma^H3~ST6V>o6{RXh+~ z?{pmdYJYwGIccbAbdzx}=no&&e24Q9kQCBV&FVQPs!JuA`I@9>L6W>&7$vX$SpTH3&b*%b z3)Cp;9T@ckXUT2f#uwbvOYgqP?Zedf#Rred!RkUUdrU7czUYRV@b<&eHAicQQ48_@ zlQGV#Ks@JkSh9q@9Lh$XnHt)hCO7^kSac~|()(+?{|y;|&s%H9>+>fk(=GHdoK&8o zr%OsW`Jq_CXX=3DsIEH)Rwc5jSJU>{n8}_p`ff>;gGpyTqJYt`zfj-J6|D zC&O)aJ&WTsv(K-=XJ}g+%kU<4V=;Xr^CLWGeyva15+5$aho@Ju%^nlC@V67iBVkAG zqcFt($Ctyv2XThQUc&~p>uw)hO&@9Fp048e^p*qko9}}2&1Uaw7T8Pkd_VE}1=C^H z1bz?-um?cO(QsL#Von?2+BmCosXYo$M3j=h^T0!JwpD~3<=yVm+Q zgXwnbrsA@d*3CxWDNkIIFBzH5-|?vX2EC4saO_$!yZ87#pNb)RWFMf7{R1|o;qBJc z3N~@=JosgwE);u=&S2||d)4_4-}iHseAps7#r#!XPYYXGLAMZ(*m0Bi0~{>k3ry_g zCqJQ1S3W8&@(_PKYAd3CU_0D*kndUOySHj?J*=XiKY%aa$_81t$(eAA2AXxQwZT`2 zSSQV!xUbEujf*^=U`=#XuL`^Bx%bQQuzfS()$865vz8uF4|172t&!r0@1}*uAF^HN z@xO1T@w-N4?tN#rDaLs~7}_6+Tw(~s}>p5f?YazpuwyI#@fRfz&Cut5A|(mWuDx->I(J7T6L-Uy(hci$Lfprn@gzfq5fs^Q^b*%-;)+LK2BS- zc4yRO@B8wFto3cKVe`A?f%6;cU1!GVV`8!HYbL*Y#^Da3&V%y8@%;fb*CYS3&Q{2A zi_qb%v14)Kh*!`l@Y+N?0%Nej|(=v;b%S2QKBiZp3p24aFk{%5!~A?B+gs4j#pSr`WG4 zAx&@Ps-7uf#q1RQ6wKrJmHtJS*hPm}`-XlxG_eA?{E;+zzFf0dxf{E)Q}hu@(ci

8#oQ@AV!1_JH_HMr`Ri8b+#aH%0s`~M+*6ZEy>W$jG!q_Z({Vm!NPIRIZ{kyrf z`#+pTKJ<}3FybQjX1MG43LY>ScEovYJR5T--_4#IM~BLr!`?*yPQ+*6(QNU6m`7@+H3qCd~g18 zeDGJkY-cf1d2HKgU}gB$w9$MuK4LVNcI#4F!-sstU(_zqn~z^YbKnmg!xib&@~6?mHZ;erw&5n?0S(e|xN{wIK7W?KyzvPbj`Izs zSyWu&nygi?<$A1)xGrD2N7lm$Tq+kvrJsjG*P}-rm7~Lc6`6Oim2GP6?|px;iFNSy zGuWo4@}=9Qh9+>UxWD%o;aV^&<5kD_BsHu$3IFH|jc&jXo|Lckl^PK|Kl5RAZXe*= zY*WP@V%6{Bt*6s0yYuZQ(+NMpn;WNx83i=t2hwS}dIr*Ds-DKNj*DH47F$sN&|tin z!l~+%^k+Qz0iS9pzH+u+_-}R#jX%x|Gh(`j?T>bMo@$?;%@T_WVa{MZtN4Y@@6OhP zDLb@$P``x>_;F)sTF;mjt?y{UMLp@5a^atWS0BlRZ)b+RnBle*eMdW)3oU1KQhQq0 zI59>&u|}IiIO9l87{1SZFL|lk#+pm`Q;$%5j$X`ap_k%#yVXMPkmE2!f5C_v#|h_m z3w!l>-q^Kkm|CHSLs3Q;1GCa^*Y8bD!?8caP~@l7xQ6o+`70jtAE3`Plp8|NnRLWD z-Nz4li-zM~E;`EQz_e(-Zr|DV3!6RX(JT1QH2WIyeVDcCN^9$m^spQ6j+L7mtyzh^ zO|8p0`~Y#{&I{AbVzWnkIMx9BwS#@J7KRPs>%)Ml`olzPr8~;~9GYgnSTDMi`P0XK zl(SGLIUM^He*IIeAbeXk#{d6TGZ?GC{KIk=*2?ob(LNNmffq1lOeNlPBqg-6ZZhV; zs#yE+7WQo=ZNlf)haEe1<6CX?_WCVFKOY=_Dtv1QufAy?mdoF&q<<~>rG03v7e(fS zjtPg_-UkQE==pNX()gU)Kg8qoklyX}W4_metBIWY9Qm^H{Ez6nbMoVqQ27l!YnU3E zwzuYQw--wBFTTcX_!;9ml)q%J%k?Rn1%vR>R-=ZAnu* zL>s0H4_OUY^$a?o&*6zz>^1)EoX7o~=6`+``nmZbKG6#Q-^Jf8alX~=;WC`e<8Y48 zgJmcB)#iRT!qwXS;?c`G!6jmr<8sIFmWl8UC)-6on_Vm>M~~Y|hpU2DEphcIrW9n; z6bk)*qnwF(I67@>?Ou5tG4dZ;;uLTzf%cq(cO?v>%hMxfc_eh9bNvMCj`R6Gf>G-o zOMJBq2F_wrm#^d#-vz6#5I6XwV_4UN&kWRTCJLE zH-9O;ej{$iH%z$Py}{Ra(8_X8$OnwYcirouHFANXJ~b_?OiB(j{gOn2&?YCU{t^Bv^JB65U=yZ4KHB+dsq`p`u?ezoinCZG+@4jK`jyH)9 z(z>^q|J8SE_pnrd^=6YonDVmxs0p|hEE(L{oO?5(V`y2szcVMgbxzoLd(QvmlxFnI zl@p&E=APNhoK)J?Yw{b~>Fr)3cGw_K4|+Y4@vD8$^bCz&%?T~ia>7hLW(Mu547b{- zk3+McLWucTd{STeCFgdB>1MUfFgr*5vh50eB;=A#KdJ|5Q8dq0Kd-aQc1e-1--m`J zziz@6@>5*P317qiCGdZd>padqs|UC8)EW%p2jD~v*x#kO{HLqn*nJ-C^b|VAinrOy zhV;|R=>bnzb1P_FYisK^XVB(151>iS+Cc|JKT`kWuAw))6Z_|y;W zLp`|?(b>*B7pcSfmd4&T)qTRxEAgT;amP&SW185^sM>z@E8ez-V#IW;#{{)IOD0)| zc{tT`@bA9%p`AEmr~YtIKh;$qz%Q7%_uls5upSWE9ei%kOD7vXdfk!h%x@e@lap6p z{E~S>-_rcgvCeU>h6DM$#n$?B;-eo}+di|L{T)1sJ$7!zXY|=lG^LO#b@~zGpmR01_YaZlVe#TzijvqF% zC;RfpU{(UXZCVO0@w;3!eos_KD1u$NH2E_ATb+mHM970Ez_oHcsf__& zj1MyGA49nu_Tyjl3QaH6TV_vQC>oI;a(>MV)dS3+SSn}h{oGK# zv!^<^oG`j)j=JR@{J(5ku~~>)g8301pJmb5v-C&im!4r>btiqA_2+6kG&Af!>RiW} z(fg{I8Vk)ZE2ClUQtPh&#uPbseQU%|@Yp=OHNAl~Jk~nBSuUJwoX%(4(aXN_*npqJ zy#!Cz(-T{<>too{xj6pywHnLdt!kje1UH^9*L1x2#zS&X=>$#KgC;$#JF)I)Zr85A z*^3%FN)TI;r#YpBZ^^HygAX*Dk``7)_uvogQ#sDFgHN}G9oxjO+S8t&U|!EbICaeY z*82F3`ozUmwR5}<_3&D2DTU43=zDDHX5Wm*2Ug=V_Rg+O_RVFu#fenCI@G1!sE6ud z|HpNX!;_78QbH7mmYczt2A59gEL#8W1JRjh?X5$&^?*JRdQ~*r0mlyLAqcw~>DRpJYIyYk{r^9HZ$<-|?fmTh zR)6DL&avV#=UQUlobLL3T=c zZ}1yeyfLym(1WeaF2GZas{H^me?veUDCNe89X|c()F|Rb1}>cR3g5 zIc0lli1`lY$2hR}?91N?{yp;OTp?#5Eg_6Ah{7y1=4MY*^$bc5FDjx}7%3 z?j*Z^v5#6aPtXJw;N^>57Z|n@eyw;b1)oU~GlgS+u~!$;hWnnw_ZK(A)lP&p~9Su?5%s>6OLnw}=8{bdUdLI{sSy}C_2)psa6&vg`T1)AC zaYMfG78>++afii?t_r)qlq;)WLv#-5hGynUPS&&K-LCuyy0#gB4b4Xz{%j^r+g(mr z?VQy;E$KI=I$NAue<#`0lP^u_5QhxAYV9K}12y`#ok9`S*vaS_)x zdu~dYLpP4>b)6sf9N#F)Roc8`EjQt>u@_Mdc^6-Nh5fZ6;9vZVRW$n1wA^SeQD19s zF^<0$Ce>V}wq=0&Y3pX_8Ej&i7_A)Cg2Q6m*U%7S)JS<>yG`sHO{Miv`dFGc*%^3O z3jfDFZqd`aKg6c-!NzCe+c2q6zI?`M_LkhL%@@D{>#6D~^*{Dn>r1T-oT??Qs`2~w z>Z$g*{ak^IPkC1^jI~&I7H;r^{fDPFUkT&7r-XsI zVwNjmtKNoV|MXk~J}2Ha$@wnHz)y_*<3&i@tu*R?R=8|VCl z>)+ho_Z_NfE8|a?WzCKk!rsa!Va8j&Cmb1@>=-b6C2kax#Rk3Z_Z_MF-@%NowLZ>z zpS^OY{y(l~D|obdzUyHxwsLJ3!|$Wf$CdVHGQ5iQKaX{t__@w|%>X>&Nw@~T20YH^ z-RBAv5XT3j7`I-EM6R&!-7pBa4%|CCJFDc_zv+MS_eU*&VNLOQ z8r9*i<%jjRx6hRma6(-5Exy2u;t&^ld`@q(=GxI>D=OKCUhKklIaRPK8QxYl^}BsA zmX5jI_l>#KUNFdSneRWlxA@96zTXJfV~o7MyHmnMm{$K0Ym(O4=$VwzjYC zE^hdW{!gFjTOQTnr_lTMxIV7IkUX{M8^j22R5vP@e-(aJS3S^>6*AtD>u_lZW&Fd@J+k%2(_>+L z4>PdkW#LN)%==n%M{ZdBLv9$myH_a6$x{p4JFL7R->iDIhM(kxmf7;)7xtoS<+2s( zsKpv%ffFfHtpq;K1g?movqA(o-tUDF8v!eAMd8$O1ID= z&fN6IUBaRf^034Qrx#phZnpfD<1`p+F#jaI=Ii!h&e8Uv4u7VlpWDw%347A4XZK?; zf2NtWxr9xv^9cKV5a;5{9T!_#+K8q*lLq@WKYSe>HdoI4bNJKq;#S|Q!|SAH{CRpS zT0_;BT@j}KM=V*adowMu(Vy(dlVXjB#Jcd{!?fZ!YiNCCs$5We5N@^GihpnCw=I&R zXD=tfu%k=tC0M)7ek;Vos`mSxc902M2YJu3N&MIsQuS+a96TcTd~3rVJ31&u|5G}| z&-5s3b1wg{5?|Z$T5>46Avv_8n*Upt5^QGB~ zH2=m2Y5r<~>eqv9m*7|Mt?`q|Vuo@nzVrGzaO+Yybxl+Qqpv-vcXO#+i+XIbxaG;u zT-z(~NjTGNy#3Ob&vlk_#do%K=C65_=)KIwi9VgL8k_>M7b%yo{_1CD*?7_er}F#9gSdsF=EY;W3&t({ZpVL7(y z#0$5#4}<#e!mxX-JB9CE`wPf zji%Y}|FgHI^nd?nA*UIb5ms<50Rn zk)IF4uSs&t@bz-q!nmJk(6Ffveo;2NHh(7VPPsKV(Wty;(+lcZAVl$n$urHl7sy+?s3}AzwA-zj&ebTn<||*I^T2?=l#)IMp?&3$NJ4!r$BfpRT$6 zLf6`L8{dUp@9BFMq=eD%Yw%5Y75rM{8XSGdeQ=G}+AGI?qJ@5y5{iF!Uw&l|PK8|w z?soxPyuUU_KJp{Y0_U%~#Wh*$8a0y>$bL`9L$kk^w=6$wejyHu8@Ahp7j|X$UzJac zM@I2#%WLvI`q8c~Fh_bh%*xeE=deeqnIt&MG;^~X*T+}jTxQs1 z_HwJS{KMmT&J?qAuFx;peASIlWSdXg!+d2kZ}fSevOR~E-!mM5LyM~QLpHy@?sMt| zOW;*Peu({EJ#@$X5ToX>ubP}vm^N^8&oD59Z)h&zhLX2T90!@!?PxGB8vaPcH+BhX^I`+pk)k{V_MuH z?0g`a%SnUzC)=|Jw;1B_Adc`Ey|Sk|`MYT~L-2U(Yse9{4wfxiNdKH{ow50gX$eL2 z&nBm{VJ%XfgMH+6B{$*~_FGeXuf)1*`=R`Ic-0htD!59$^zTXG;Co4W?<9pf59kSa zpBQD4nbwaa(ah9U-=L0Yh&biwq|i~%iD^^ijmfKMU6vF&t<~>T@0_U@!>j&!+TV|( zJqPE^653qXz84qR-iUsm4j-R@S=M^J>)DAft^L29GYp=x2aeh++lt`<{&Qk)tv|Bo zRy?pJ4Dk9naAozr_HZ5s)?xGirrrJJ@6+uqd~>DyH05m9q#aDdlPW623Vy)pzTn@v zHu>?6^E00JKL6JDUnov7*MKlxMq)(o6xlGp-1(eN<* z>dC(4)4auSa=*pDR??YI(w5|wrZwdk(iqY%#=G{(Luc!vb(R~iu1!jGUieT& z70ktxnzLsEj#wjlxs|T+UDmPVU%6)Rd@&3g(-h9b>$cMM~6Hh=PjMT zF?*itfe$u1rDNE^e;L2TcWPih`8fV9A9>?HuM7jqt_(Goo158KKdcXNkZWrDv-UMB zZPfwsL9@ON73+=smb?M;Cz?$&?+ecw8PxLaHXB-By>01PX2WFZ^^N;9&emg7oNyGa z{o9-{b%N(|9>7u3EgaCce+!i`ULa4<&P#0H&=29|J7W{ zq3Vgoo!!N38$BELUuAB*8t6apNLtMFhm%9*WSY%Fak+Q-KXjUyBgt|J+lQj7+J|I5 z&7@D%f*(^WnGBtU4Z!{OO;5JytFWi4WUH%B4riv~4fxqt&&G&4I z*G=K)&HNe1=08PaIBl2M7yX>u#dvsg`sW~PkIkPpgZ{aS&AY@NJ_nxN5%qiQzjknA zzkWBD(9ijEZKfuNg{}E@@+L;f|H_J$*QNJET7#r8p{}2o>1EmnM*S8E6Mr$c)y#|J zhUSW$FGnm+&T40UB1XV2IT&-_P6~T)v)CrCXIC|i)A)zg$$BCthi34ra8q(9PQkMt zRX1e4&&jo)ud_dJo^5bx#zppwJ+RW6Z$8St@V#Qh9|x4-H7~=MMeyz}_v9hZxi7I% z&i1h1>2JlbcggF1K93KrhBZHVz_`}@`yp4d`*=^R{a5H3R1R_-ZV*#oo2FjLJ~e?` zzd7GO&1vJ;E|Vv61lH~`Gi~a7eySxOOs88+r)zeaT(>sf-wE#C?ih3682rj!V2@9L zZGO*hfLmSVd*#8)d)c`kJ$}O-8`a{(c>3ISHg5U{aO+#~fF8B^WsAyi@Au@*?~!L( z4R6@7mU3r0@)_$KrOnf~s$f%FIa|^E`NQ||5vRc_IrV8xx^ zVtd?n^DbT2c2ObD^{w?SHraS!S{VLJGM`YVY)a@Pw?yx#>Z?Mt&h~dVb7#6md!(z!X=xVrIWR!Xt>u69p8BUcn8kWx zrDulXwPvaonFXzv-*7cL$M%IV@Hz7$)ak^%-6QOosppKj5=Sq{HIpqjr04?=awEeY0Md*IDKgImfc$#Bny z@%h=$0l4)^7_%EMs_dW!fejlY8=XGdpJV!e`Fqyr!fV--C#+lX#+_{I zwyX67yi1MV%i@y1!l^5x_+;I?zfpa93H_|76n}n?Zc`-Q!pB>;o}IHE4&f9t@P*Bl zdS6w^!}@{EX9F|&x+~wpp$6O6IOKZ%*wT;b=%Q=-g-^yy&b}PI%3+IA4vETR} zZ230Nt^W=-;XJ!9;IlSo>rbVL;cKPvrSM#_$Oh~_-nKoenO*D{5znW=pW%*spVz~$ zhIg{E@!wyd7cuK-WH9yg@fmFB_N zYv8YI6$jgwJO#7fg1uXl&0+TWNzNG`D~WP*kJk6L4>7*in6I1{f2xuDP>pL1Xj<#v zM|HY&9=qD$$b;B9YhvAAdvz>c&8|gu%bkT!kqL6p8taj7yTB-mGGG+;%9mI`?>tf=V|J2aPfCO2Y1QMrmNGr8-C44eTMIsV!eI{ zSKxU=_H8lFJJ>y_Sb}Tfk@b4GW&?bWk+918UkJCBy+$js&IWxcK5UI0g>5rWgHerW z5;*2S_A-LIch2NjUc-KlkzeEZ%a=yECl2;A9oAZ&*bVo;QM`vPc|vS8?suB&72*;1 z!&3Pli=1;bUYv$|4p_v#|AHTOk+&^}ZH$_z)(5T-&zI{yQ-1cTdZC>(1MV?%ORh98 znLjwd?6c{5crLuzj4wUY$2QZ8_^z&@!MX6Nv|DH{9=Gq$%&_^(?ja#7ut)mqy<^7B zj+}6EWsdpNJ;HT&sc{gY)cb1yXH|g>EG@Ryr_Rj9!jQ|?X6|- z=lat6#E0h8(?6CT9L@9I(j7MvV=RJY6a25`?c$BEis|vXG!|$ylcaPql zJd#dzBYj{FZtxyHawiVGnm*M@zW8!}QxW`xRoP3~!5ihZXTqy28r&oHxjl2>RD25_ z?6R*8mM80h37Z2IxmKEWVF~G`;3a?^bV}s~$)n)7f!)K{Stqk{=Vz zOEOcee#BgrNEoSyS9vG(*}c_Y4~>N4iRy%2GUIv^touvv2=zjxg>v@GlR|b3-|#}$ z@h^G#?^*dx_2AlCo4tfPySCF_fe zevbi*lEdtOix1#NW8qK153mN7<=At(@Shg;UlBYj#F_Ta zH5(g-rs37)qxH+kf=`#ZE)9K#`=0v^eNOE_9GpAi^*4q^Oezxzk#dooP_rk1LKKzF6d_#KOIBR0c z-|}gih>_8@)@{_|?m~Q=@3t+{G1P0<(d=ybel+NknH}|Zz@fT`->6Ak$zNQtoAy~r zuYcYDXkWWpcMNNA^?HAH2u)tok67M)>>>M~P0XbcjogXfEun|b@{@niVqZ!aH&cCB zPgvR&C*sfceOqr2_hMW-_uxF&j;&q||7-Gmr!ng3XPQy4*mrx=-+bQ!n7nPDwZ*;+ zf?b18;cw&eTVQlt248R>duff1!{3r|tk&P~9nVNL<4v7MRL2ru?f4>Hez%$(+WR=# z?LhiUt2b(EFm`pLW4Rs+;nnecIUv4k=L>Pnd14Wr^(?r;44thsEWP~Zk5ccPN^gI& zb0`)gOi+tA%lz1;ck!=Y&j?!wnO|>iY0j>0@>{!yl()@b-Xym`UQ|V54>1b3LUWq^ z8?6dAS|s;#qPg?MW~5d$&NHv47d=EztmpJX-qt&u*q;yA`h>$L@v*)t5Dl_OT16KeDa93~H|?#tQX@Wtk~-WW5Bg_D$T6p&pox6U)2vVR!;3DY#i)g;&nIdQzshRx zgvs<|>v|atc}{(pb&q>>hU?Fc?CMN!#Gmu={kYfM?_c;{7wHMqg^$iZKQM+i@DROw zI{Psi2m2n*ed&I_!RLoX)7#4{_%A$xbuFgCp#9eHyVe$NypsK0_O6;8ep@u3VHNuo zv%vd5W2^oterBER$Hk8x$ITB}TX)DEh@mfhVsC$eJ2hn+hw+ojt*6d(D)GBI_Sx!= zcnWE&m?Q<@&v8v>WgyCo7>MQ8F<{X5Y-5Lk7a+0{!E!|Znw zL%X$!<{tZ7&xmQi>(TtrNXQBB?k>3X3_M$Bu4{e0>qn|5QfJiS^(6V0{72U{h3-{# zDm=kk8dr!rZi5*xv;-!#dOJCs2yllFx$hJ@5MQh>Y^uZqs}k^7zQ_9Z zzE3O+YXgHW$9KdocjmG!^s~KUmgUdGmJc2KZ+OJNZ~Os_x!HA~vBkB5+2`XTa?5tA z(WKoJ*rOGb#a`^&mUZ;ppF!LFNsjVY>hj;@GtzQKJnHW&)w#;=OKadkci6VZYvo-w zrYEeqNG==yY9asc_}6j^`G4#05Qn**7TQE@=wddv7hWF2-qjHYhduko!KgMc>#*-( z9rgV!IUKHA%UzqYAA9lEgvtItx7G(vriHfIgp2K9TfP%xX3qzlp!+uQJul;j!|BqY z)+%4K*-O^C^PtZ%vYc9x@x1+wfd9Sea@mxKSdWDAf(yJcP zC#Ij=&=<_lxg@ez+5GKUSp)mJrR-#;YJ)2j3+bz_Tch#>Nt{%_O7t#F0 zK3&Bm&CeZc9`qaZEdEVh{ap4x5DBC0wIk|^S8vm=SuO?BW`>#l6i2=|ZHoc@8=-3PC3#g$gDXTR}_vS?83)mGZ_T()lX zM0oYSH8jFZG5q2LA7+p}d-PFx@VLrU{3KzuJ(_7R9i>6R;D$I)gJ+UL+l%eZ6_GHu zhu#l|^$f(J>ONzJ&pmKTuhTYHoBNubs4mKUo>()c^$pA)oETbMr#I?2n58#YJ+E)^ zcB1?Wy#~+IL(s8`r$j>b53VC0bI0{?steqwch&#OY%`iz+7R69TX^7_PQYP@z?~*n zoB!(f^_A)*--H{-_^ABHCGDL1cR0^#&sD%!|Ihvp4*a268|#zg33=Vixba)`vyWhi z_bvayXVk&N;v8RWv)&~54NrFFyN}`ut-PnH<4t_S`_-F|Erw6`C+Rco_m)YaSWWr9 zKlCSyaUA;H7QZ+3d%HF`*A+=H(PvL|E>*t6=e{GouH+oY?F4^a|HBW|_RFXbE2A?& zM)t!?Xm1&<*_sjV`5gGLnt${UJ`nr1;ad3dg!OSjn*2Y$5YFB1Z?iDzog~y8e5lGg9<^HUZa!a>SFP9!+u`nE+%dVzER!v4$nUWI0y7CZ zv5f=iB5@I&$6Phl3!oAM((JLx#*+7o=ks^0uSdt=m-;)d`#niHRF zZ$#SRR=xDpx(kLrEq`SrAB8qs!Uw7UuzHiv_4n%}hRW}laSX@0$@isS9aG0NUvBo+ z#AyAtyjV4pm05b_*SpGWZ1WnDYI}9={fb{`=J(>f487ShLX&@Y4OJO($X92EjZMVp zriHNR!)&oC@jra3nA!1KIQcdV}9rx zwjS%NzlV8Wm-G!Qx8$og()0aFJsUFh#F}AVbX>2n>hfNp^uyfHxY$1}|r?iMD>7cJh{H7xzUtC<-3;rwitj(OiZ>57~TxMt`1qy-ZrlUF-|& zI{qzP2;Yg#$E~f&!YOosg*ezoJ|n+zgV_7NR=5~Hr@?ghnN8aHk^2m5+F8q0Z1C3q z;%^tjDK@G3g|>l|Qm*&c;Dome>K2)FPu{`_&$4%~b$^%J&v-{) z@wB*`t&>tV=PkU3u2sZO-1``PK)(IBw_(dC^n}}SFgVs!ZPLCmaA}~tDgI$O4LXI7 zSdqu)y8%AEqK-v>vC4YljHmcp?&U66b)=*pjzzc2#oMZ_G@Hj z{8#&Iygf#bY1~A->}odl-|CD{aS!pW<+#gKc4zDN$@E3smv6uSLAoRx)$$uT5r4XO z&8*9g@;C>vskl&1I{vc__hEZ;@$6_^f9#p!Nc@ypFee!oT0ko}admrj`QkG4rlsHU zZ6@+zJnFqjJMnihTRpb7&-w<}d)?<-SIsukU6wj_eg4sO{;gQvPbc4D z9t+2tPdz;$w3!FDDiW-V1ikLy*x89;LQ|BJ4Ns4lFGcVA z!+ecC`g+;>`_85Zb%qz0!i^MI6yViCeRE#tSJLl`#T~1Bhqwq|eJ9M&A8ah%JL?0Ga-KWJrr>dd^v2)+9n3uu2@B40yykK)aG|s->1A+jG2GhhyY7D+UY~BJ&}m-d z^H-k>gO1Mk+N4m#@16D%Jl*f}FQ<{+##ej~uWKmhA5T8Cou2h88*&;g@=|_be?0pp zIKrN7nodi4nT^{ou1h;;ET+>!9If$Jc*cujHmm77XTq*+Vtw@Jt^B32KhdS-C`_sk zyI%Kv1x~fp-;eMk^SnzI}rW{i{vwwQ+UGptsNF?^=)x`Q^- z6<2&-@1wKzbJG9j2+gkXKr^d8lsgKq8kgf&x%8`UW+Knm2TSk5t#{~GuOCZuJ@6{8 z>?-G}n>o1M?7K|-wEO?{zZ%vdgyO5!3tp!$!znpopqjt(WPKQ3?-{1(5gOB1FHt$` z1D=FE>w5FG`h){L`l&_lCoi)=AESb>ZAQOPHnv}g+tf#GXnq(fA8XTgeH$j4KQSxX z%RN_3Z_iM56JM}0N1RU`^hG`NT$10VC-d+>%)e-qr7oen9>N!)+pFJfbY&p&B8IP1R6GKTdth&>ThYg8ro;`8DeIN#Q;#78Xm_7-3 zz=^+--!+SmR>V>bMd@^Yaq)k4*^k+b4u}JrZb- z38C@B31QkBW>uS~xD@Z2*w%IAOHQM64Y?u`Mtp#Sc^sLZ7>3iqCT>fVBMQ4<=a@xs zEXre-+xzoi+l>+Z(js9K|GX3iwZLW4@wDPz9up&>dKCL{Pb3_gL34Y8zCQ;>;Xb7! z{eLQM2+{N6_ogoAKO zK5oW(Sa=J~A=a_?i>*Fst%~~{$GwmAmwyrKvp?;)Dsx1Vp=h+nuGE)TebUP8w>bb}b= zeeC#C@T*dsik21mnFicS{~20d9G`H~7k$V$zIioz5$ZX*XCr=P4&j_{GQ!AH=-2P)CDSrf@15>pNPe{Mm0Fmc zd@!?9JDSOy-%#JHsvcpwJ~A-}bJV@{6w}Vtf45iIM8BGPATON!B0ua+?Hk5E-7hrn zQXuc8AXHZtnB&(kEbh=ZY?>oRcrrf}U6ij!AC5IeZO(saUvuGJxt!7Cw06f|Q6op9 zHGG_zZEl#n(S2EAOQ)=GbYb^!Fh|b@{UeTvSx&9eZ~m&xP+#7~A~~eT?^UyXI78m7 zKBV?rUWwVH_G{Yve4sz@h=1{ozNRa8wg;})<1;oQ=E4WyLliB90iU^_r^(r(yG(&w z)8Whs7;+4EKK`wlgRQIq{HfBt91FXK_*n>tmi$dGx<{{=_i+iBx3Mk_{|WO>`6zq8 zUzE>04*d=^2ylt$<5yu&PDjaI<^(l^-#ny=k~%=*tElJk1QJ9K3d%o zkNUUslPh4b^E}iaukzl_cvg{PSAJFNFyHlOF7;dR-4@jCZq(`LV)FJ8d5CDY-n z{$_vh=OuV_0B8GOSsW*dB zczyXkoN2MOc_ZzBZ7lr+PkfV&ivyl9i`XKOsnNsn`yW;5767^@k>|Wk>XD?8q?kB zYFlRMTMDmswUY}Z|6Ne~rO79gW1S#>c8s1UE#B5M>>NFuip2=OHX}1% z{kJ}&+w?uJe+i8}TmHhKuAy;3H}fL8g;k~9!;!PI%o)z2RqK(kp4NW5o_*1}z8iX& z(WORteNNauzh{^lpQ{IBudx20dcf!PYX2iYw9e@l*1z8`3@9uJY1#e7y9&av75!-N zeM9EpzHrOTdbK$P7xxZ}`s$CoNuMl!<){k1Mo;sYAolokkB~D@uZ9cxpslmR@Qe`p zI*+AyWQCPKsei69TlGHmgss%-;94!;>lVuYAva%M))Bp(XEewN8_qJH^c*@(+k~(_ zC&3!THBL#Wrg<<==3I+ivw{2DWwKjy16qEFyj17JxMBWBdYi>$}ync`E{=4M#Z zdLf%y$zC1CgZTTgAK}*S^SV=M_H6v(laX+c-ja3+&ExE((5%M3VxMRQh(5Do}*%{qK5UTiNuESwUrw_ki%JP1Br6CXD9 zjt?`t#lzqDkeeSLY6iouyW{n!h!0aDAA zLdp*K55E@RU`0Q$2e7OD<1lF&-w}6Ny%{bz*YvrGVbBOOH3lT=ogjY#ZuC79ZqdY! z+)V$+&q`ojsq>y@4%*HS&5wm`m2|gQ_owWLG?b(^z=#jW` z1P(U%%XK*o?p+ASE^;p}hllX4aedhM1HbnD#L%QT>bIKhL7Ur>mZ2Ft-KruB$B zS1wBpoz*`~>@SCSE4@ohdS7SzpLV(lUu#P9Y%)i#%OF@qbLe!MJcKW;SMj6iBj^lW zJlNpPrOub_Y)kuVVI57VN($qwwKRNdYh(IH2ljOc%$*~?OpDn41>EvIrm@dM>8r=- z@QudFZ<{5517ews>4gvv{uvtCJ5OKDXcXZ`b%W3b|Jyd+47sBE0_FYz(HeQYMS6N}nTY40q%%)5B2+Kdg zua5ULPdhh^8`CQsygg66M2O4u;96Vq2kK|{jU1c2KtBMG5o^2`i0h4_EQJm zH>~cQA5PxiJM0_Vjn5YhV!pGgi{x0TXjLQs%&8Duos+*WB?fnD!ukx_!%#RN%pN|g<-ig9qt5e1ZLCwHnGY8pv{Xv>v~zBfVnFq@Ay!xM0X78`JlHTDIaX6SbN#=gsQ{!721HGRx~ z`-{K#Z$D=xgjJO|(E-1|KsUdLe!e_D%!Ntiaq(uZ#EXx`t2>ViD}ImDUm;E`FOIE@ zqm{&kg1YhHSo8SMH!WTtjrcHjqSrqgFBjW;K8`ovDL!o36(5H0i4TqVm2>iOu8|3$ zycfUmX4m%5gfQHB9r_0>NXJ+3mR;AtCeO8UoyUBS@0|lzZ%PcCVAT?Of9y%z&HpFC zkCdLUkj+RE4aM%>`PI2`ONiSnr?FtiT;^)$zU@h2~bt53tazv&0K*_1of?1d8ZdRa@ji(1m6f z!-M3U+{QG4Z|)vAO01W?)?8{p630y7N23wC-~VBcKBR#1pR91z%HTf z7hS@V@fq^g>DC`*n&m`iFYX@3se>6353d&Lf}y8PD?v@8}hZ zYxHSvlOGOr%MZJ56$AWtzp#9HK^TQ!ZA~nseHVl}w5%pi_oKDc*HA3juhG%;+jFLpMPXJ9`i9I{}zlgh?<2J+ix#wLV%tzcC= z47rjn1xuFwic|d&7e>7ohoi)?{c$1hxj403aq=+Z^s9>tZ6Au`H^qf@o~u(1v)+#j z1HO(63;&7>#clYFAwHDiV~1{z4=rzt*Iyt$)c3Rb2k{~O>-aEoV|-ZtT|CV_K`(PW z_D+5zO@HTqoZsK{`fWJv#soc6*oj-{{rt*F577MkB!mfG+jybJ`_A_ZybYeMhP|!e z$cTFKD-Pmt_}iEm*mACGd$H#|_S4e#HG?zk%ry6;av2Q7(Fvh4TyfivW4bcAbgva|DB`d@mU^IO-}y_w{H`w~NL9-H$Z{CkqE;A0j&T$?Xj zpBA?t-x`8l?qfUnTH zCsc^*#EB_B2V((0DHgjWVr~L>Z`t?X^ZVFJWGB{6w|K3S?2S#V3|sk zu!yE!MH?@NE3uBb>sDG+lDvzyFcQ~q`;9m%ePekx4s{{luZ`cWoeXh~@@w#WI@}66 zL>=c{LZ3*%wc>skw}o+A@%t9z#6e5>lJGX}M{z{{WpWa3D0X-NW~I@y>b^na`dqH= z(e`1j7*rX*aEBPffg-tIPpjXdVV&d;PPo6y~CqV9V6WYP2C)t@13(TgGD<($y!g`Q&S@!aUs->|83|F9=g7%E2ew+9PCn@$CxKo`I|rI8ylSg=!|UC{p+L`iBr_~~ zvs*j4|AuA$+fjIen{T&TM_PW^OTn0hoWwD{FN+!v>oHr^cL_^{u8*?YHjyCOam zCfH~Eo2(3ZN`Lc@aEXe>*7jI77p9e+k{D*%M>Fh+sr;3Nf7n0Yz&rb5?!V+K;W?8= z!6y4D9dC<;DWfB7`;}}vo>0iHH@=-d?ftQjc-|uxK1TOgm3D3k zNt_w1abcosw-g^+emE}FxQ6wQz`Yn;>q?(9CO(wh5+Abfj}Kd);5WjpmJJd@`tf)( zY2Z;q`4Zh>*f7`DHC+Nf2RYw4bh6DK;l0g#hfIF@a9q%R*!eJC_$-`zk$+hRlV;HR z9~UQh1uuJx-zmOX{!W6p1mAQ4pL7LIcMEP5D_1Pa+wibMMexgY-O(Gix!!%@*XDAZ z3NPC`7@px%kyl~poZ8Q*76+|q00Rs8neu0Mog%;CLONPJOv1UN@x*D@*2V%VAEVvB zNH>^^cirtlKdWN9j+`pTD+U(0ckTFETlTRxIL(j>{?~E%@D^^oN}kEz;yLu~*myo- zb2>JCDHY8p7 z+c_H-5|@dCH^VoGvAj!9fK#~zaOgL@{uH_>4Xz#i?YMY&A>1003agy!kv_N=&Nb$K z@8K_|tQC88?kmm`C%Q_UiKZ3%INz|E{uR}3>F_J*@QwPn57Y0Gi#5-AuBy!^T_v8d zMBe+f9<_OB=}*Ym1HGJWhJR(C9NbYNz(T{Uw?dF_s*Sr z@67%1dFFYZ^PF?q$Bd44$J+Niw{vc+Gy8n)n;qlWb^M>vonndF+q8dn<~Mcue?M#J z)`G~XQy6JC7s`xwHH)(-5_U~2lxdj$Yzcj==jM!Z*^`RM>DWDvckXVUcz5|}d4|9C zkomqgCR}l?UexYU(ylUQen1b_GQ-b|hCL&?#oYOJP;BA17uun^xk!JI-C@g5`B$s{ zRv7&|$x|%nVd-6*@JNAvC%=zb&Gm7tf#-Iy=Ya2C$LyOsJH=&7^Ysnb3+)=Md7EqR z0UeZoa{N9!j{Yv&3{%_zpQz##i%Xl~@BAG)X9CW!EY&RbC7P)LH;ewRr-?l4T@Se~ zMm3Lyx8Y%ULTB7&KD-#U(BmU%v8VjKF84hdfn|SbZqF62;aWPpw0YEC-(2sZYwL?s zdZ|_&JDzcarf0d1j=J`6kdh1RB)l6(gF}n9;aNvq7iYL0VAW)Q|3?m^S9vo%4#25p zxD{W0)cfB1176dee%D-_hkl#WyqP_c_z}FxJ3m|PJu43VBP&+z$g(p&%WUkdsJksI zTDsk^Gb?6&logBL%!)l5vSRO7Sy8Q8cJyzQ9joEkMCT}Vw{tWZZaoI`rev#qXUD<& zd_6Nej%>ii=*hZg^6Bg2Sv;^R?CSd)*fqOZ)O^+BaIDe8{w~a+A0Ka~pR8Fd>qh5wfI4O$x0y8LnQ#rK z95l%5{@Og2!kwmYYc~D3uO)x0F8s4GZgLKZ%>cttw93bHBea2VogsYhnWLE>_dTbw9h=wO`3EyB=Om@%RipY}P5x zHF-bpOKo!b7wU=^!U~*bD}30{onHyVs(l0}Xs|JbvM6`JfqVH~@8Dh^(s38cyo{3> z;Cc0wR&iYVc=FZ9fYS z9QRLk23&9&T&?GHMV7bvIL%2K;Atds{1M zxeAzXZ|dn~G3~z6SalnIwYem6KP@(sL7stsRoc8L<}Tx3ou@BnP9gqZ7=tHAY(G2n z3KjS}qDN??JXX4y&3dt$+h0HC-cI%~bc(h5i1yu>A0O<^GXL1M)!21-86Hs=etnk} zja|Fb-p|rg<(l;Ufj4Bw_&mG=Z#dK(uHBh!r$Tm2d9PWNmdPpM3^VYp*0{lP*VlUY zdwuL{-#@W|Mxu!tZ^y?z_5AZ)YjCc&qmOH?Nl({@Yi!xj<}u_CG|x=e;e33d3fCS` zzns`S8q9`ihv|~*@Ts?87VS8ojSPAd_|%`q!#irYW|zDSqv)cwaB_fac57ePdmVMY ze`iP93)wOFx$Kxa6+ZX%`@^1oPx$=#S$5Q9#r9uk#oW8I@YAeVe;?c$?{P=3+q2Bl z$>MutMWe-8v1EN#e6Tw!c6S+9$ z`?&1FPqJ|s*m+K~IC56AsCOY8!)upyX%>5UV?_Wo052Md(;D;Mv*Oo0j zw$Gc%7vqO+KXYzde&L)S#mnf;Wv9cklg;dthl2~f@5{JaeR$KIX2j3x{fFknv&z4M zWjlCd{tnc_Z&&5|8$t6GeB-?T12*~hIO5;6r`Pp!?rZtGGRFC@?|i4O_IINr?84i2 zPEfy?>EDB<{LH_}8eZ6Fntn9hm^fPHft~XCSIf}mw4>?sTSWc#H2t;m6ayW%`@2)+ z8NAC=;Cb~qz-y}uCo*xar}3~Ic+J-ib>UXsWc7x?Exvrc1$-y^aZ)utX)k#Lp4iqu z!Y~|W%XhdKe4C~wG#KBW(UAw$R-Nc7_b-u^+W7}PRE^at_B5dWw4O|Cz zx2u7EL)#vcNBfz+g>3_qFtrHI-OlGy)84#9P5VP!izio&SG%`2ZZ(M?zf4|mmwHom zI3?3HqQtz$-{D)&TosA;Wej2If`pz}Ij}V&Wh|<+E6+V!4y)idGFXeu1J^ryRDW%q z73PE|^wUl2}t3U>;>Gk^jRu-ANCo|gC zOom~lb{3S`iB}$T>A_>qS4Pn@-RHZfNQY*CYoo5YY@h*`Pu90(n>t==2yAC+@_sH&(Ta16SRrE zQ!hBw7e}bEN`~_}*Ah>s)jl;m+;6OFd7k^TaE_|?>D|1!x$QX0)7jAyz8*1!V@)#K zez5GAeHu(zofY#3z@rAZ(}`3h4yJfOS<&R;EOXMbczw=6rsIMvwL~1OQ&!A`Yn$)N z(ud-(wtguO7$`P}uWbM_ui_9kENpR_&hx(0sr9c|MP~tsB?RifHa(6JPv3zIK7JA5GMO8lb2tBv3rte)O zBXc^;!t0*E@hWk?vCX)C#g?KYHPV_u+znp>z3gC)UHO_tX_&TRj-M6^6EN zji>P;3V&zr#zSi3i)h%l%?O}pH)NZ?)VHNw9Q5IG*t)~M@t)X$M`chp1XOv{X_7Vz=-?sk6Fg;!(Dv#ipCBg_Ze ztKWI#RGzz8_pQd~$TFF&YFFcuAKJyP9_?kn^bvkzZ|XnIJ)h7q#y84~EnV}Y=YR8K zlsO1>&#jszQxIvdNA!E!4CEE|#J^h@$E)^C@Rw@oQBIy-64iIvk$SgTqBG0nRV(~| ztca20E2Ems=&`@kfaR6Z`cD6a{E$qz4>2j?Vre_2{)KcI|9Po$s4KIus#(_ze+`+>p17?tQgZ1w&5F{@5qXk zuF;dU(E?g%-bOkJcbIcF?`tg%@j5O;6Mg2`xka7rpzDz~+I&Sb{a-jlF22>LSya2- zwFTq)xy}-E@q)$8%-?Ai8}WnPkNN&AKF~jW?+A|3ijPx?8#KnFTGF4F(Sokqnb*@- z-J8Y85j3jnd5-IOp4)QzYT$Z5yEcr%C0o*VEndrtlKDO_+!@+1E0%3Z*^Qfu4<@Ig zd}T_nv(LOa6~nis)LT+9eQhene3FXM-=*Y6ef~?cqOe1j-579fFg-a8ZsA}B*W+OY zxT$kF-}&jW)OmtqjcCiX53*v>TF>>f`)=|5PrT+3Zue=H{}*&UMq$h(Rww@aqqi@F^zZf%wG33-qys|O`nH{Ww7u##ZA^Evg;SAFfh8uQ0tERlC;J`mS>Sk???EyJ_g^U$j2;d{KSMhjuqHeMW#Rhg6_EtM}DtL`a>wL=g1 z`Zi{}kJ0D9RsU=Y+)BoM=+AaT>P1?mZ}N$&+v2)<2xUf-V`0{}=2VzxpSN4iePFw2 zbVz1&bbGU1?3@_aF?MI!o7^=|eIYL<%(j1G8q6Bj$*e&A#bzMS98nN;mK4O^bh(1X zVeU;KjO!Zp;mXWc?WV6`pWyJ4I9RP)?E9`fHu2lDb1S3Hmz8R{-DCfiG~wBmIA2A~ z_)34_?6Rmky;P1y&-4g+(NFZ@j4FxQYJ@d9=%@a7QRJD0HQTVvO5T`e@e^xW!73!LkLL)#Y%A)G^wub~8KR`C_f)pIm#JEBX1Z zyA4h8g>>93XiRvv1P%FT)tKJGFLu=M zy@fF5!K^rTTb8{&_)lS0R9*&i-c7}@`%*EqA{BL0DVeuaTy|$lJ~gEt=3G4BT-=e0 zO;b~Ln5JY2Q}{_L8h!27=kI%VR+QI=QE;s1H>sGsGbK;&z{^(pIVXn0_`Cf~=V)A? zEY}P#>{@)R)azheBm6G)yDYuru0D47wODeNTh_((M1aZQ~{|YB$W^$_G3I56@{X6Nq!siYNQi@qdI< zys<-1!@cKuWias2t9ThKo8cIS59h9S`#D@YjHpxxMS|l!lF2)f~{NR3)K+%U3n@CyXa>6P%S5K zIvxfKtNMzjPRZpj9`_WR6>{!kW6UUZ7N_T!(jGsxc0adxN9xU@qot!5|vv$;`oOhgC5U8O+k3%}f7-+<<&$i!%#i={);WyF|2-;hZ^Ef8SSTAa~_E%`K+4 zVa}5!_BNW?u(VueydplhtTN{Pgl9GDZmz5>!$%eN2bag3m&&5y#?okfy4==1-D2ji zy2Yxe%q2}PF}u3h9J8Vr+|&+=KJxUR7W(%xANg8yw;qo;3^!-*?Go#TcZmT9@T(%T z1Y35B*{|itYW+Cl$K=Jy_w7)<1#fU&j(Ip0tslgr`ls}@rOb_RomO|fevuiY_h;HQ z3BRsP#qm<#yVvs{O4)S}<5s22wS{5z=*7NSvF-QpYbMU{6z+mgWWSPSM|BHoUbK>}r2LZb(PYsDw}b`C;_qz~R}k#ko7~>-mEm_h(0u&s^|l zkNezJo`25@e-Cn;Gp}9ddvo|<1M$y=IBVS>VSHy^*6;aKFs8<1I2WJ3yd&&78-JzE zx7Fm)!>JbZ_5MG~o6(_L*5RXpR#z*UW8vfNtZ5W1~_%Dt5vEzjIQGZ^KhxL`isN{pK`JP_= z7p&p&_k}Nq=i_c~s&oDqU#o_H<;YD0KdLSN3BHYkZ%qd9ruh9k;oHXlc)u0i14a!$ zN511s_(TKeQ#Hdn_0=^y=>xih5C2!QwEm?>_IvXx z)Cw1x5pisy9-Z|(t<%l-t~6u(MVWp1{Px4`%Y4tgOFKFSndjcTnk<8zF7wLFvtM;h zG@O(Z!;^fg>Gr19X)iz2K02G(x8uItXfms#**JD3>th)uZ#iwT8sT&KaiF+UY%#n2 z@aOtnI&_H{Z+3~nxdmo`^1WY@9i*sAuO#^M}nH ztdi6kok8bZ!2`>py=cu3Zajr!&F5s9^Ms3SrH4Mxiq=Q6 zVnWUA$i0}a(>&WOCHQp{&&P4#w>S}PGy}&-75W}rYyQvdSi$$N{#VyxcmDq<-nHwv z+J)+Ub#RR1aI&H6vIz|Pkq_0t^}Wes3AMf*@b+zZyet)qpGZZ{qj2}`lzuU|^KoVz zU6~nAEXa&~YcuUE&5YxpWJdM9uzC-y-kvGvpBbHNdj5s@rgJr=!0URz`Ws+X_f+(3 z>wGjz#R(j3wy%f#8!-DRdU8q1{v%v$ek#_@NJae-UNbrsJ8#C(2Bu=~BhLGVl-Y~$ zw5jvbhL_md?@ME@cfLMY@Au~w4uiRi&US9j#jVbSKd0eNj-=1KuOlO2a=bn|Mp$bMhrP_*@=+u;%{snJ&sf>!K@UoEdeAHuYr z|AkA>z^NN$Vt3gWTE^51S0bp24?xWwl>~Pfz-}5BeQ=Ys3GJufenZ>HPZ}42RCO zajI*~dLJg|x=7aHo2q$P{HteW_K%y_s}FMW2J;5Z=AAsvehf9j9uL}`VaM#4da!DY z{=qBlGkdaKtZ3Wb->43;>;-v-D{{@2G5`EW^RGU{vGlX-{tu2K=e}>UJkyCzW)9k| z+}HlWNw`h_LVHaMqy8{+6P6W5qJB{n+*%Y{w#iHB&uQG)9IIzaV%$=D=f5w*Vas8h zJXWj9Sa(MEnEooi-D9<9l&KY&ku{_=`mO9{zI?Y>`(TM0c1g_oyjZ5ZSSGAkucF%SWyaPyp7Vrj{9j)8OJ)>a zm5Kp_aIeQ;mg}?nEAZfrRJ2^}>yKTp_{a6%;bK2aVX7u53P3_9eX`~R0KzGsxg=1O|YqG9DE*>8M}LCnzNi4 zd6Qt3&$(k}W~_cJlh^FCFN9sM!K`=THqO}qer@pCXaAfTt-i~YgUGZS4(5HBNn51k zo$${>M|sK~(v*B-Dh^(aTh&XM=?^!LW=8$f;Z+A1PkSDE&iQ*6=F#S3{mu!#;s}1? z-g}&{neH#)?=N#cUV>e`w?_2s>=&G)w|&n!S?}B>@UivI%Vg(s@O0mM6b3$-6*U|2 z?)$*1XKBT1Y8?e|Xd3P$>#>h7HAfAw)%7^f)p!t0*+2{SfJNmnsem823Rdm!scu0} zHsb4#dz9Dz0vuX%>OJ=3V}ohPH85@|y;=CK*DqDWoTt_~!_RQk{M#x2tmr(o5ZrD< z1$+z{i+ov(Dx8CrYp#P~cfv22wG7`H44VeF#H--S{4a394X|!K&h|D;+wQqIT2&5z z8qBG}v?g=t$!S;E4Gh!n(dYF3hi-;hWBG41a1P9xe-Vy%t)DZ& zYhP5?+zqqvtj67GLta?}c$IQ|@G=}+!5e#rR)kyCs`2qJmrw4-^QQ?{zM-c1rNM!~EZM zFh@Q&TAAU#U%q|o%Dh;sm+*sM%w?HbHK(t0EPc3hw7yEF;X?BfE;pC>`oh@sldQQM zXJfYu#+#`p->_yozX`rHxwym}Xmj@pyG84-_){O3*<(`9U#u{rf#<#g-@3j$#_udM z6Qj(W!ZLYS&-=Vv9PDVvYJVQqE5$KpfL>}Gs})VycYoJ7{su0`@AuCd%}Wbn*uV4+ zwzeBl7XM^<=h(T{ey?`+P+Wv(t;&x^GNY@mbG_c08ME%Bg}TF~7MV1RYxP9ZjMk+6 zgUJ}`DEcNDqu^Hm)|oM>S!Nu%EHj3B-SEG;hVilOuDvwZ=oq}Ce>XacA5^VpDy9yD zS-4Dl9OD>`wDy4O_9T9BHXhLge`uZ+Q@h|0H@MdLIpgllisO9z-h7`1gLy!XI(O2Q zLuCuDgIPCa*{KG@dc(BBEc5ZQ;1?g_(9!z_AJN zX$I~1r1yZ^W2bxk9=Hwj3h(f``{CQN%vcBq`+b>d7E@+S_&U=p9K7u#hwqKWRVPl) zjPlj~9vsP(73LfE#li054?YO5o`$1vYt9+4+4PG~D;OkC*b^=m6kqvCA_&8&%%|e`bXEa zP%BKrkTYG+4Qa(=eEs=6!~6MxL)9a1!LROyOA~4FyVN1w4&oPLE@m{cthF{u@?^U5D0JD0+$PqQ^NIxe9=hASnwEuZ6{?+GlSqj=QF$*?r z!GHF`vE6he4Y}`eS=ceO$ z|SFwLvFk1v7(*%FLv{N(%yb5J5$fMGj*t(=x_3(S8cNmKFW_) zPj-r;^VQsjb&g(Fc8SS*T_@P3xDT|`{S6y9GMKP{Nk$I)Xv2A8? zEG<fTurmu6>w`-ehmF7$+O9f`L5Rn|4GWwBxAZEq%H z^4_HSR#Htl8A}>wMxWA5b7C^18vfDa?M(kiT=V$Hyq%e58RKHLXdOCfD2=oQ&)NNl zR5bnz{kecXdI^5vVJ&#n<8g|uG|}u|T(>n`kJb6k?w7bfzZU%Yj(+>X^ZtvweVB?_ zpU_rYQqlASoMa80T;cnU(KOdlKVwoy90l(i2d7HuxwL09WAMwc=0&{bX?O#3T0cnh z!lJQzlI9a8WuKEV)90K1za);4G=Bl!{E&>6aBOO0{0mNR&+&On@URLv57!P}ooPlG zo|VXq#qhjOJ2*A~X8j)LqNg`M2K(I}{v&L14BnrGH}Sb@xPMr^qZQ6t|4irRN`8I5T4WVAUCsah6>Rf2 zA>mve?C9tN^Ty+x>(m%dz%crHI=`>cd$Jws5j{u3pH;NlUS8lqm_)nvk>9Gqo)6$l zT{YG%*E+6)J!*_auxoya$8W;DZlf*lk)8M>Jeq=!!LuY_&J{d=4^g^x?+ zGPd>h9x@jvSL0mXzt)>>>C41haB#QxJO@_syyoA-LxV?s=);8%z@R%$<@1*JlHXaiqZxS83+OY=y^d0He<6~&fdVOG4J2-YBUiF<^$5uJDFJUzPH{t@BTD667 z594tDxR2nOm3P*=`4GMNlRO{)YvCQVAP?*V-q^;fo^Us>uYpX%R{X&tLpSa*zm>wnte@(cex zOBTPk%=?T}e*5$(_I>}P@7WypUS>2j!mp-XWCr0_xrXoU5V9j@`#Ss0#^yxL|K*td z(k@24*G?{{eSG#^`Hldm=0B3OcPSaYjwWMy zR%VPZ&Wzf(;u)hdWAE***}HHTT%;V1)q5L%Iplk1!6zE5pfz1YAJwVkd;OZ025w#Gm>bqgNU7rw%&9k|mZ7&GW!Nwe*fGXBY!`Xo$# zK51@kGHSk_jA~2p%XP_Ux(#;2^B#wtqo0$p$8lswGM0Xl^taOadpBw3qw{spxq)9J zGGJue%xDC^_O`*Ru7Xi8ukVjZURV2AL-d_R;&L*L?jOy=h= zlq*rwD1Xamehv2Hj0;aWJf$Z(n@}FKr!f@qN#Qbt`G{EpTn`RdDQY zIP6ndvHWxTFv;&4Ec5#=zNIF+5DwLN40gRj@4=8H&a|B78wZC@4Cl4Os7V8PQ7~#* zv7GAV`iic?&DyEm7CGS1XC7~nEeBR#4y=aPe8*e#{u5v3KmNdlQcK6pi?e_oXRY zE~g34!KE(1pZH&iW3moBtwDNJ*Iz{k{zlDlq+b2Gw4xlvWyg5)Joi4omkZP5Q|nVX zEO?bDKZREbcr|WO%UCbluwj#3MEb3_w=#o*?>_D=GXnKJj>$CZ2ES@6H+o10tJm+$ zN#2cT;a7>ldI&eSj)~{nn_-sy!7uE6-eC`ry+HL}%)x)`c9s)O`*nMB?&TO#9b(;c z_7EP;jrD)bvs<}SBya8%EjsCIInpJHM%v@7PcLyO;>4svnc~8D!d}!~j})0lqX*|T zT&h}0>{(xIHYd+&Ye@`vyIUN6uT)-{kG`kW{P42KT~;1X%rD0i%VYA3bt-rWYK0riV%QyJaqQ)8k@nvb`HB*|6<}dyaV&YJD3;%=H^(gZ9`_eUi*-D# zmJyv77sU96dI)E9iJpzSL`nwhaCOIBG8kXy(}4MU@siOBHtj7>+Pm%gywJ6KRx(Oz z!LOe(qUo>Pub+(Gm$^<`C+#FpMtK2F2Fu0`N=9AR_u=fSI0alO`kwyc1Fbj@kGK$4HFn*l(QHW^0Y};sG-WYt z>yY9B<3pd&RNR#o%EloTx z%>g&2T!3ethAVyH^Nvos_L4CsKdBEc8S8P%*06ccaCp=oPX9g`mD7`vGdCIiVcAaj zzHxCfHs41tPjLQ*C1aoWXyvH>bTazDtwH~Gc<;rIrEqS+E;t3>*F6KzVBiTHb@neb zcXOPNCZ9uBE?kOl`HY*dgjH?T8)0#+L45n+_#&-1cqktbUe_&y(>K9%cvk;;x_6oH zFNgL2IECv8&rRLs@q1~@7k%$A9K+3)R?3b&jDPV42dg_So1`al8_)hsxslecVVr0~ zcQsgCsvJ*R#%DirE4>G&rt|67z?&`S;wROs`h(!hc`)ljJglMT!>GaguHGAX*)EuQ1di2$A@FD` zeCi3Sw!yCx-S}7h{1FZK^T+&5xRkpbUxRrq{tW+MY%4l-AWWP;7*F(bw%!G=M)BJm z%jw_w^E`Jw{F2Qm@_xhS;&HXq8gDh1Y?av+ugFt83%k@HYwJ5osY4F_P9FALxhzifk( zToavX!NT`*;^_VDVnA(syxwguGbAHAqeDzSCs%IOUWPNwzxsj}EbXLrr)My~AlloB zIxx*%n%4`X=`CHOTK=gy$Vb|$11^JA@0P@8zm!Cuo^lAA>>8}-W_D^fyNyb5kuqLI zSxmdVJPr?#Y2ddnI;+C`@``9Ul8?2iA~tuZjDnxtE+{t}qRj5=vY7IIDIdF=o|zJ! zT8X(H{Pu_V?xz(;^~cSx8Qe7{Tv!;p@0T5w!>V_;T$r3i>t?6=2dB3+Z*)bcsBG9t z9w9$wf14o-NAn!Wh&u0N#F)1-BC#eT3ZBb|rHeB3Xk|psW?5d=f{(FUGn~;np$N@xmuugENv*=z3n`nq2iQU0IJ;)DkYiuI2sV)^J!hHZy8Y z#e3+o;eW}D-j3-!p*=5TM$U@N$bF0E+J|$%pgfpXgU0OnXS(Y)x(k0h3IliD>3v6f ze4^)gpDJHzG_QPZK5hGTGMb!B#@4Tra%0Juuo4#ILJjxAik*Ic7<>FJJo34uoRr`7 zoMhBHnGxGA@jIvBTXQ-%19!X_j_3LeK4*`GmW-{bB!K@^}cR-r*q@=$*C}LHa)%0EsQ^2!0Wot=UL_)Z0DmL&5U(F zITuanzJ}@+m*ZG4Y(6~icL`jF#?$D_Wlzg|(V8tr$-xbf8N1ng%z#&$ydQp*k`t~` z=%~ck;9=bxU`k&)^!8KORmHm&Jq}k^c>F)OT_bfuc-5i{ZycW*cM0G8Tln)j+*#nc z6X4FB@XdSl=>bRay;e^VoQ3^@rkSn_;2a z;fWDyi?_onxHV&-n&DtGEcjX5mZ>j(%(MTG86bGqA$f`1JJk;PS`9z5@2#ocdp$ps z^+At6L*7bebVCk)RcQ`fKQp$}3EP`rQ+=(urAN%QR444obKknsVP?bj_VQO|L03Cu z_vH0v*y|rmm_0bIubId%JATzB%FP(9nu)x6fSC+??8UhyCk}s-Bgfb-R?cgWUv`M< zuXc#UKsnKua%Js1Mw=Exu!^#nWvst9IcPZ zp8wShnFqT?=Vqn)BT8lWN+SoSI_&=L`^uu_V%SqyA;VoBeP&hg#47mf718+FiWv80 zh1s~3vEgs>4RtH+&a3eEo=!Z$d&kGN^~A~Ac;EWnV$}U5k*Hl_4wXK||I&qj?HY~L zBq#E)2DXjpJGLMi*oD#142hxpJDUyJId*^2DK_2WSf3xm|C|vk7iY+TWJLL088P~{ z4D(Pj^vq@G%gsDPO=cIJR%Q+v<2#CQmCI-CT=#Z~_0C z+Zz|bH+nygi@lhPDIfC2_9x>IPBZU({0Gme)=WJuD^njNe7fBAdIiozqfP0d{s@zX zPjfBL=J7uzL*f4Z&b;xOnQ`C@9Hf?d=8rfY?KQlW_she%g1+M?&4N<{9>EJ8gJz!M zNxf;^{!j7Y79?ZWJO>P^2~P&xOY2^lj1;`?yD1~q?8%5l`!mep$cWUx;n#mM%+AVC zA4u9!fE!(&)c1>f{+JPs-p`Ot&xiq^X7EUzKX|^U5zYy_TH@C^gWne;~<_0ziZWjQ|YM~ zL{~St2LHU4FMl1b<;aCk%g%vshk0js=wY|HZRo{2)vm&vYE>vHw ze!3il`eCA({8n3>sDs|2B3M)|H*%fFZloJw&y2ZnYZh$6m&QH`mtMf7mck;pAN&I@ z;c8ptQCiAVjL4M7r#XwRl`WYr3;cFA&MjwuF-@5UE9l9Mm%@>zbYlXaYa!FyhW;$@ zJ(#lakMQL~_{MKq_7m?3MxEeq?c{l-y@1b+!}D%&zrt(s`DK^UlfQy<@6(_M{7$FA zGSy47HTh^Y+@D+q%N~SRJ8?1I)@UAnA%Fh(mFkaIsST<{j&3j8kn3xhbyCjZ z&@(dd&+*{5s5#PzgK(^VysdFh*v}$Iy0wkI=|7l_FXLYS2lFLl8dCZi*H_K0so=5S z4zH$~UAe+szkT)%=qYSF3{GvbbLDhCdl#KIE6l~JZg=OsuWcce*Be>2Yq|qg^!K+YYy|7pD)bI@%#N|6Y!vLC09S*j&4rvQ{`r z!M;vi45C9$%!TVy}kEq2u}jYa3n zB&hQ(e5)+_?>DorWqHh>Q*L%eMf8?mnB2Y6tN}Cnx>VX>RT;zARqB^BBWry{R2x!3 zi@JGMUv;(Tp)h*=iGTG54hXN7 z?KiXUjxI5`mi>q~+e`SVIqrQsnb)F!un=eJg*!EaQ|G%zFLDiLyA~@m^mS+0dz=xK zoibwhtr@ZGS)6KZM$CF6BR0&)h`o<`?1c<{lNmAXAnf`Q-t9kif6=daKKMr|ZZe+6 zN*jsiJWLql)Z;v28U9Y@WW`iIwhI*N8nw})jh;Bt9rzEOmo}7M z{S9or&ii!1e`^PsdpY=-#l8nzGG<(wbgUsViv#ZM%XkC=lToWTb49C-S4p5?^Yd; zq*b?frBO%VSd(DY6R>7E&iD$<;%#ktjW7Q?yi#La`UPK*&y_qIPBnsC88GSs7*1AeM{oNBz$w?{iAk{P zw;AeAaP20%V~lIlb=%u9?vacrn(Eqp$gS(XbbUswhham1!OfbgFLvNj(^36zIfWZ1 zZiQ#Qu6;vNUC8xYj*HMrxeH<1yF8^s^imDipX)j8yQG;5INHtpq*7W74ko)gCcvmC z`A5&vCGweNap04$L_vhaS$9!+p zVvobKLvU|2ZnmQ%{PbD-{fz<}1dHS;T192Cu zfm{3NoM*Zy~wxQrFQTO+^WWFKL(rdvE(**2CI6$_GQO}GCVc!ncQqf2*uc?zTE zFX6v=@4?>h*i;%7-&^zwe(3QXEBrjXZsW(Wi`TaBD&E{g_=dMt^>J^z7f!9_UA?V- zxP#}uU&i5ovJR)qzc)9dsIBaLZ}q}qvR#k(ny)oTe|EJ7dV;#j(*H%aL8hUq*Lwdz ze*5F{4DXr;@hcgI>MiY{#;42$JkixWiMw0I!38p;X3dmj*iXT~nxHRdLQV6L?=VY- z&;HqXHNow&?e?V(sq(Gt1Uh_;J=Ig%#Na({x7e}x#x?PTS?vw?wX=K4{NqL)_~ISS zM9YnB869KO_>M8aPMjTTgSnsNN8eXF#qz?=cKDf%zPlhA-2<;K?izic>uNu3QH&g3 zWCvIg9$jq5YH=*vif{d)B&P1NH?^c&EdLkWy16uJR4e=cee*lNEz>(+Zf|pW92q0i z{v99d^~%`#sM%P3?Veaw8RIUf^f$S}d`|g>->NfhLk z#NtK8akO)h9b)*^eda}+XO{c#>>|9N3;x+TYM9qI;IP^A{na?v(5hyLj%1>ufrL3&C#8npYV8!N1no;dJm(yXwfme zs6C!{81Gy19sJ0^Z{XLQb3CsWy!#fe&~anl%h0o*5sTr@DxWXU=QxnckkNz9_-6l{ zjM(b4pSaHFxG_W4z~_T$W1NGPM-!2DZbppvyxu=1BH?-EeKR8WcGx~RBl_TE?GrR9 zyy`;(_Vt;XJP3nn(G!#LEXP*(+IJ((x{v>N20oRbZ*$cVuZK(5(TLaLS$*iio^lYC z9{1Q-{$I~m;oGNbk2K?!eR$bg81}O7JqerCHhTQg>)htd^nU-KGx=hDU|TY!X2|=R zI1v|nny0^BKJGmk30iR-?p602p4j*D6F>3kkEt`tvYp_2ZOoMM3jN~n>x8`5pt&$^ z0Ze-gM|(u}_aXT81YRY}dSYu zm`wFCceo#j{;PPU@ zYk9HZdEWFloy^Km8?@W6YR}(>v&@+~9P&6k?ssGuE>xrIUF2_YQ4}>T*3ViTg-43* zS}IX*g;(>;G``I4(_2c-;V6p_wwA?+E6QW{Jhj0i<>qo$*p)>Kp3x(Qj_w|lyH%Q@ zToHqRT@ei~sxTk6-0aoT7;w<;iRdObE+hX{NvytGo~u6Zy<>3=t$nejyRV@vZIK z6ZV59zcy7Z25~;xK>-wqeFXq34eCM+LydPOj=Ht&8-W^ z;8$%P)u6XC;;^5a`W?0QH4Pn zk-Y=9|I737(cYgWV$8o2cJ%p-^z`BkSUDWe^s~z8z&*I&pu6eck!p%=N5IvZ?k^dS zXZ@K*gvYzqz$-j!*8#YUQ%-Cs3sH~v?*3A@gD!_ve7^d0agBTBzLt9IUD=HP_!@`W zf^${jQ~4b@7JOUQ-S-E|js4dB@o>v?Yv5V+XvgYhJg=ertcPexKK=T6r*acx|IX`L zsvh|=|9&+c>Glw>e$u;M^Bqmu2sX)hmCJRN%cNFuu}OpRso{9l-Leu7;8k)HHE7C1 zd(5lAv36X_=Ym^J3g8Xw>QPCzId(Y;ZlVYK!<%Ayj`!7`-!)<|thyinf=OfkgfqF{ zb0|&6M;q4T)ZB{scw5h|@TfQ5)(5`b;=S+mUhr!4R9>4*Y)_cCOzm^fCF-6$_QU^_ zx%h>?Y%MD>5WkY$YBfPdcDh+P^YE)ztZu&Wkj#mpZuciRhHV|0zEZZ zr7``R(x~}NS!}$hJSL7Y(|t#|{SFmzaCSwc=)saVaVsAD(yJ??)$`@iHdRi4mBkzy z@aUs_vGuU3#Cv-05m_ZM=skNah8M@8n~TiQ>>5LN;C`PMsEK!p>A&q9HNWo^Pt4<4 znKQU&Vty=0=qGw6&;I&!dmEKG)PZG)7*qvgNbPM>qI1mB-Bjst`0B= zrVaGixB-cna=UALP$CxhOT;>lWnY_!H8;SxDTx?DU-tVrp+^xm;9He&Yb1VB2p>|v zrw@mDth;NwGkhw+%W#&1voij_HreDq@aq>`?tETT8XktDET-M+eGdB`^P2l3D>K(H^{&K<$Vj6lK z{Q59qmH`~E<}>;I4*NY$z}TXIRX6x7qh&$hZY_8bM(j{S7YBd+YdH%j86o^y1-uzHZA0^Snc_t;)ks z^rbETBt!BB-bFL^tFG3_tFPZF#V?hMkYmeLXPlvqIC_*?;#k=@b;g28Fl{o;_-Ef+ z#2b6V^Q!!M{A=uKbYKJg=?WUM1CB*Uwirqyj+ITN8z;X2yI|IgFMY2De_lW5t}L9& z(IT5y-w1A{<3n|5xwGg(Tx{bBvneisJ04%30kZy}UA_Tcwdkh*`KcB$^#}7K zy7JkF+PgCH)V$=aZ<$NV!|HvWeRpQOS5qULEZ4B^WjiT;v`6Y{8PR*}F*C1uL6cT7 z&HSrFXJ0MDUA6zm9ORYeF`U;%_R7q59{Yff^6W3QjdAIA;km zxI;{QT|Ts5uD`Fj(P)T%L3?ouv+^VDyiUKgT5=}MQ#h;FkJqO@4vjE^;tF5E=7{kEGuE8U{uG})_OWiezWjmO7I z4K^ov159d)PyJF6d;X{Ixy32Jy>D0f(eKLj{OL7ZP#P2Jn%OX|TP!{yH?a~X-cf8f zeQ~s(P^|VsgRZdWi|0P;T|08tn%CF2b8LUTQ_Sqbv)Y^=b6V!}Z(-FC^JE@Pk5$j5 z%fFwq=rprjCN7|0`Xu3Nc-$;)nOgpeIJvRN29xECq>}E_v*FF#@r*`^7I^jW?f1Z}EB>H&uIcT@S0FzE&qA zKBFs#@x+#l%dmq7*TJDye1LO(Msx1QX>g?}_}Q3&bZHsx)9 z^fJF_kvhQh_}3iVYoedy{rWk^t%PxIi*UX1bljnzamO#=?3P3V9&PQ=3giC7Dt zTilw6yfJY3;e`L23A@x2G1X^D;Z#ZZRPbCP=EAiNRk-#t2A?Muq3T_NwGR*||7p24&p zIM$>CwBZ?gtuN+dWy|EY||7=Hy(8Q>i&t^+*jGr2i9UE%*zpS_Qkd(}myayM{-()!@_*c-Kz4(rq~p z?BH@f*(-V>*LaWD-RF(<_4S&U;i1R+>K$GEJ}h&L-QoNDak%p2RndfL&%iDE@kmN-P!6l^vpAJ{VB=rOL&$AyNi*k$f3@)%8PgKJ`(S<6_set9 zhTB%cEtoa`OF8*pd|xgrNB?1NN0>F1AHSN1Ro@P~tF*drUM|_dTL$QB;h`QR9oukKFonuJPF0ta*1^U_T98`-t@M>Yqc*A_pGrQWQ z(lvI}D~hILilX87{<_{;Z03DQn| zyA(%m-C{jlUG0fE#joZ($8Z0A=Qw)6E-$+i2QAAt3nAaU!@QVL$B~Iwm88e!a#)lH zms;XlZ5^G`W6^c#F=24JS<-N8YicvwEas8vR6rn?pt<4Hqkys>cU4{&RAMl`&U9=i_T zDy2jD<%^~|;MOtsn|4vxgpmyv;DOU&%)NF*rk3t(br4c$$nf2ml~_5rt!gA<6mvm9lLn`Z}2U?R^P2S77uH+qw*}7 zRN03e4REImcvkKozXV>T;ZM!=4s?J`m7b@rSpGZOkl$5(ikTEMVHv*F18$Ao!QX;g zefe9HTi{wHaEd-$H4*pXWsOyHY`nqDuk~G*1maFl#_w<^=tNAtQzjMu`z|#(?OD=+0J9@e0V@-U`Ed3ww zvF7@K)DdgSkQU0I9{)G*>Hz%uk(Up*#-3d@iyltFto=Ps^%ow0P#=%%=m)Q!+Cy|0 zW;Na;uZnAp=Dm*|r?2`gGrJnvgL!+4NW5vU;{m(EYhM}1%)(lDA0G?1T6~0$b*|m2 zGFZd)Jg>HkV(_ba34f8rN;@^rz1lK+zGSZ!l(mXs_B@pV8FqMe=oq>0 zn!C~~xAgjn+ z_#*SF?T~*3?`c!Qr*Kqui|u>6nFU-La0#u*4^N(fdz}Z*uH@Ah!ntx-M&B)jhqL$Ld-zjTHsg3_?*-?w zn`XpDzeC@#Ji7wiD1rCYNyPZ`{9H%xU(%xy{H<{ah9AK-&w@pl(!f{K$S`StZ}{pn z6~W@2uxv>S+7Y)Lbv!+$exL6D4czXOFk3qj^)A5S#?!*;0+ZAcCg4r0FG$MD$uhV< z8(yX0*9Kl&{oSy4g}ek!+Ze8`qZ{k3q#3`)zs{!dU{xA@*9sOL#F_TAgiAd63Hf~Y z^W|r8uli@ne0c5?8M0|bzK>Vc;?LK-Sw3R28sQ4{LS9!@zt7hC@>u86doZi8HteAh zm;7w5#7}ber|Bc`c+JKL5gJvzgt z%2TgzjHk_b)bsuh*Wlh9m^YY@UnDcJ@TBL~g;R84sxwc10u8vDmw(7ye%|`PYvmqf zA3lRuCzr@_t=7A!E||6hj(x3GsCQ@4`S?>7&eg#_lWSqpaJZ$P@c0sah%jr;i|((G zDg7ST>Lh!`!&_X;Fe~r^`^g4f8KcZb9`dn0zcN^BGShV(OY8E&)V zw0231dWhF_vE30*cZ>1ADUH63%A(#M%i^-?<*_oOJeK^$E{gZd%>t{49o4%>?bCb2 ztlr&Y4zAU3TLmsI*YMx682KViIN5&trSNGte42vOE$A9k-m-h5Usv_#h}5NOn0Vl@ zi@KQGY^LC!Iz`+4av6E~vH^L~`O>_Yd~=%JPHA?LrI}5fW=3h6nYd~8xTHnF_%wa$ zX|#1(j9Hx~$C?&L&P$JV&GD}?+zKbF);B%2PfCxTPo|sI?YeyiSNqUo=O^NT>v?lN zZB;=t@w!$_bp6v#GoML#U)Ooxgk3Ja9*Wca(f40+pMQM<){HyOC!!(uyY8#BV_n>9 z8?0+^0Or-qh}O0FPITrJylm>}ys`7uh!3NGmcr59&6oi^w0E2z~1q+@#NR=#P`$X$U9LeLK`Di++J+ zU%*{Dck==I6%R`*lQo?vC%=Gy^^Q6x?|pG?ysEyuLIeI4JgPiR-SAvI3wHIm#QoE& zI1_zX$E~lE_}8lLwBita>wfxg2~D^iAKPR8&9{84y0Gaop1LC!uj&b>X3&VMzffEB zoZK&AqOVWDtz$545P!Z^3(t2flv6#Fgm1Xlh$;*l@4f!+IWTMeL4Dfi!`4{l79^F@V%41)n|7X=c-d24%h#VRB>*Pmi!P#S*MdDGJQaw0h zmYXH9S!U}C8Py+P*O_=$V>&R?jwTuU1;2q=BlS=JLBHYz7&TV?a5+pnuE)9pRz1ga z|544bqgj5pnCbqQ-00Wt^RII5()0Z6mFo2NeErXkjK=1R-q2F7M$1_8lOCMRtIV;v z3O~OpHf+2q>Qq-3loQ?lf_ccPtNG--cHUL}r&^mW-o|{SHuz85NX#*>z4|rL|MhF4 zPDgtNx93DtyHV@@MUQi}_Azr}`>40j{Ft*l%CB~exn>@(mAlH`YhRz42KBEq^X^Bv zfXsqus&}yGcLg!GLD-E$d)>pwS{nM%BevdCs1DpUO1E~6+J7yI)|Z=wTwliFMK!}x zy?;APqKVwpvF2)h@09X;WY!nx4^%5$JwR?@dAV~`VINnedBr`V*FAPXmv@g%|EQ$9 z%x~CSu18ny^v9C;;02uO{;tkzVYIB#HHIB6jCm93(xg0V$AYM)&v8qd84YEf^*eV` zXSQ!*RDRT|27mvN7mJTy9+Rr4#gZQ{k9uESZdT9b@kC9WszF+mwn(!RCoRTyNsHM- z)AZA)#p=(~WNBg7#q?nPbhw_bChEE!4#S4}`hoOV0|Tn_#74g2vGuO^J?U|R=aq}6 z49tUBbkj6?Yum+%ID+G(+TbeqSaq6f{NwQL?{H-mpL>(~+`oMdZ)WbH+j!h5Sk&ZG zbpT(NujV6d@m!CsfJaNV!?>jhIZrz6ZqI{-c_UyZ4!3i5+J0NQ ztOBelO^;DS@WOl3^+eLeBWc_T=`r!I>9L=uSM4p>_HlZw{@Qas!Znwq$7j>hWBGi1 z^A5*6Tx?gm-2>_TCa-G?Cuj1*4&!oNXXC>fLpZC4TKk=_sYKSZO@s1O(d!LVC z-#%RKJ2>~fp9SmM|JU(9?{|*(XamFeTVp4f(X$NC`bcK=0BoZV$NqqC{m374eDDiC zcZ3J_l`Q@qnDiE}Y@yfBfp9JQC0kD$4m)AaO)c|f&VyBYrW?2CyXz<1T1qQc^0mz2>iLp>=$~oEKCtRFetTp2 z_Dj?S`R#q?nceU!`GqUx7jCl4@DUjXdC_|GU@h79Ew`D+@SGe&9enCGnXB36xNo^C z*8Ff)3^qfi)&souuN}Rwj$!Z0i58p7_btJTG;( z2?eoyRzYlerXberD2VE3g}tW{4OT=HK3r%QQ`hLRx@)w2ut;AQ%<5khsZ~W$XHc=+ znjYxWd05-KMW02bF|M*q@3DNt2j*aPwioBY^4QQx56(i_(Fb~%W!WQkEbSh1zpRW> z8LbiKH_TdG9@8Ezv7^?k<-c}~^>fYJYG26DEwt+^qUkFIv8j1Mv|egAVhy`eOFPF_ z^}(fbWVK53W7+n+Xgx5`9HGnO(A3K#ZQ|wn@Gh5^`ah=LJuJ$C`~Ef}A~Q1biI6!D zNT|s9e1_S>FdRfeGbA!KLJLWW42_70$dm{vBSb|bB2pwWLsCnL$P7t|he*i`$xJdL zGx8yNKNH{UdVhc1*PQOTXQ*bi_S$Q&&FwB7HKk6%Ms+d)b{)S0bQhxhpXIXr&Gc$~6_2Abi{H5wEo`;JJ zgJV;Uq2>R;Z~bQKCueFzp@zH<{*(!iT8my^3|_qq?o`8>s2%&jvf)h}+rhO;_)?(@ z|BSfZ=OW8m;A&Oyw$;>jU|%(uk?(^J1;5+M<5cve{ekHJfAe|o(@$6lmby{bj_b+( zMXU1wk7mOYd2UJ|x3PRraM*UOGrJYR;9YR7*PO|nfNSwLb@R981@ZToc)pU}1iW$# z%wE`G8HEk+=%my^I6U<(6t9%j8m_18M3c;`~^h*!n>AFhYiyy-a z%yRq${pvgPt6zBh19}(7biA|eU{)GfWyv11@t`m0#}NRwECP43(5(un8@I!&YQU*u z;L3Tp*;V?4H=&i|eXqX-tYDs}nCF~Mz}etl{Z-VBFY?|Z_*)@**fZeVCZ5|(ZTKG7 z_<+|AqUnQYYYxNLPU4fe0u3qL~FYTAiE;sDQqJy*VfZ^60T@IjQHX6~^G ze0l|b_5z;O=fE!BV_L&ZBlqj}pr@ThMHB_(D)-f3(PwA%UtQW3XV}9I@;j9vLnaO5zb|TV->=!KEwN9gSR~y&*&bqn2+Og znBpPB!oEUsWqSVdkfZ2Vi^=TUQ%hbS_29rPFY$N;oIyEZVCMCJvRkN>x%(Wc{PANUV(CcQIM>g z7c3rdtGsvci(2YIG_0JTLL^Vg%;52Gb|$g2J&CzsW(NC8r~%z#q@EpFslSnXY)kL$ zP6JsD25EiFAfubvPkPB9c4Zol_I4{hTo5s`kPEL^c?#F;aL+eF4r$(nxp2Bt{z z0?BXpj*#6BI_e0Wv^(mgPpgyYc{(shN1sq9L7(d+dl1eA_cFk-av#&P<4rI5d-YOI zeb|G}H3hEK=;$m>PH62j;a3`GIgf^KYX=XZehj;!$CuzNN^fVG!SBBWEUUPm^Om7` zff-iY_?@?d9lttDgDrjtCvL8scS+A20Q}O*nZ2lRr(mvepR+_PfKSeYd-1olPIZ=kTk!b?XZRX__p{&^n%>wW z{7q%Nb{gJ>?v?Z;{OTyRFnXJ%574?E4}2yXTo$*B;anU|;Ff+Pb>Ro_EHLW|T6+?G z!ITU14gW-g=deR}ulf<6)?aWi#0Ohvcn(&Z2%K+D>W{=SPkli8nCaI9b>IF^NOZ_&O| z!Lk&1*%Gh|4a^>|#33*)>kMAiUpUVS{mKq}0<%2g(X8^oFm(6ppHLru2X@h8>_KN& zqOTvJA9!&S`qgf9_K)yleNKPyJFx2y=C%JbnK$8>O6|7+F0~nc^)^}-z6Q&_#?h~t zFFXpaea2k$2|V-guB0#VJzSuEoQ`%C15QyFTK1mR-G$ChfAAFZgf08+a(zwa>DL@M|)XnZv2uOs41=^mg`AyO_w0S;y@mGDS7)o+pc8@jH{; zs)bsxk$pH3m)SXJ@RN)qeo~?J7au(B)7jtEw>&_4x&p+C-Cc7!$-1%%7Axw(+%3U! zj@iL1cHu0&AyhnW4wKyV?7F%}&)*rnXK$3`Z71h$N(^~f_?b4w$c$%WWb3vV_ISm} z*iej|@;1;DH^4&a)_hoL#<5tQj4b*49n8-&q>GYIyun?mffnCYr*`!(YR8c)-(62XWt#aaro7# z>pXXtvp9fRE&Rq;@q1o23J(L%qT9f?kMz<9CZvF0d6)In3A}bQziEE!R}0X+(CL*& z;9|$YhBN%`d(gppsky+K)bnUcSKu^outxk6ZFA7S>EUVTQvXp)rmEpue}R$Ic-CjZ z!8Z8O0cY}AxYk4TG2ugps^Nd{fjMxx>Tc>dKCj-(Sw_0_67ZT{v^(_p==q!8(o4lY z@b!H?GiZADB~c1arU`wc$A6zfs;MQj=T8`u4}0?uW-M>1r49qF2=#rxOT&1)S>XNlq#@m zAD{6B@B10=sV%$+O{*aqoVp*c7MRrk7>_gYKiucWK1#C67Qn&KyTUkX4Ah}XoX5F2 ztKno8JbTLx4-vku9z6DA=vcQ?6QX}PQ43n3U+LfBwu|22ugnJ7!=HliuP1>^culLp ztOER2-P_RFTkv>&4ad4}@oS;6!>`8C-Sa_N@K@#rgTSgaWVYjF@59S}1kLJVxsUAm#z$&rv&(svue7)O zvb({LSwBBHfUo@$di%r{e^FlZmtL~@Z0Qf4TM{VsT6Uv89wcYZu!EkAz8dBSH+&Z& zt=^$BJQyn0c-*V5Gm~>0J8-h_wFgF%heJl+|DxsMpY#aFqUkHeh+AlkIDlW%&w>jk zgPi)*AYLY6Hc8k=g$Jr}Qp;+6DpuUh%cZg+D2-bmozdAv;h z*hCIBnpuE|wUIsaZ^WPt$FT1sT9WZ!b=?!i?lyd)PLX2V5+SAcM6e50E2$i%Nm_I$ zt+eN9Wn+gH52a4_m~^sisZJa>>%^s%`tS#xOqr^uude6+2jI?qX!3Bayg{(c8lB1m zoCpDf)Nm!ZOUTE1v42M|tuLd6ZKBusj9xm+(C+u^$@qbS`PkX(ad{m;cUEjfcGp)=d)Aj zTk>7Df-|KG-XDWrl}63C5-eE*7c2n>FVbgd)iZBOPjmr15eyE>px5xIUZy{($JeB1 z-ih!2xn7#tN1s3jQl{8w{K9w|~#!Ne)(_hgf|`ZFm!VCLTaz-^*^VTkwdo ze|q{iXzbD6Qc>V7*6g9TXWw8-xQ}?DSt&nZch_|v$%^+CyVrfmCC1BO^b?mVKUp(` ze&y#cD@y#y;s>wrUNv3D+m3$Ke>zYC<_GZ`4}yOOOT^#7(sM3EGEze2#N|*qbTUkK z-^RW{a%2u{=QpkrX9liHWHZe8uYS}>%SDZ}U)JD(*NERdEp;D! z>nAPw7+So^)P-gp{zNpcx2Ox>o8(&s)QIJG;eB`*y!rr5{&zSDHDIqjdJY_`2F?`* zE*+}ocb^Ylfdh_U+!%ewtzg#D6O$avqHiUGBTe(+Ky&!b!&iEEzx^%FQqDCtO`~7u z;!OS#90pyyB?=5eBXfEb&I2~p@%#n@pEnmQx(QD9H#`n*=i05u_XGE%KVYf*2GFPq z!PG_6eO{;aGF%AnTgUeRtK1dvKR-QvPabnr2J89nfc^sYZ%QWDNCwY%9Kd&5w(o5?;wA1U&;xD7m!)7fhdOYOn$W78ULky{6`Zo# z2|mHA2EnT9--2Ce@fY!orfmT`I`F@rL&u^H?7PgI&K2~mU%?f0EQ{BDU;=EpncKVI zQws2E2D%mZeZU}#&SlA}u;=_NG_WS#Z|OCLaBKS$wWdW6gTHn2xbJsY$>+SLA?BIz z(YtYdmnqbUcfy~*I>*`c8vU93NkX^E0{31318b=b!7QKSU61-}Hf9b(1i=V6f6JEbS@6iE`3Xg-w{qzIz zGnC+E2*P)zAD|{2g=5{soDP^(ivQh`5itN>Z7hImfmba@=?{Jb-=ZFLoDPS=FS;Xw zUf}{TD+52nGWv!0gH3U0R>|Pg60-iN7mqAQkEe&2bduN6vmEWI1-cSDUEanL}JV}n{Zd$?!``k`yvzOb;!Pi>34j zuaejBA$eGeWU=Z^l5=>qR(+X>&XXu1Aqmok7G`T3&;NVOWJ8f@(`3YJW=P2X=r58V9+A!%{e?i1aH#wUi%WBYvBF|)O*~X2Rl!JKW^cAnR+L6 z-AumM487#gS1?_IM^1rX{iYN53H~kzzW-c3*^^)rf8(lq^!P&g%q4p1e;y9j3XUk~#3#x&H?GdNm&Xcj*td!n=<1 z7;i(?onQ)hHTohPhX(H`x_iy%V9sGQ_%`~4M_tje@k5}+TZ1=N;7s~&c)7qP3!aT# z#FvU6-s%+R@xB5uue+VR3$9b}G4JQd=UR3gW!!f=hR5OrJ_^p?@D2FLd&ACxZD3>t zy4eb9&}K035SZ0v#K*Pd9x2J0)U+(Qh#fDZ?{9;@wNR@bfqS8CrS_r8e?yP)FX~h3 z#X~dDvx3NlfOA#)f?;9sDKsy~rPPbhQ#Za1*E%uTKg_(FeqazD(v@U$RpKk%iyz`J z8rDhp6&%a5lh=`%oN+WPJu`>-k22r0kxVY|YX5$)s|&39k*vTea3y+$Axd!Q9E(N0z@_d&OTi4f{*U{Q+|3Ap3Bf0;Tzd zK>CI7t2II7NZ=P;87zi#=vZkX5^#z=6VYTKAHmnaUgyPR$y~Y`A&cX{s@h0$d*~U) zMKKQpZv7S|S>)d}e>%yr2Aat5yu-l1M}xH7${h4kk%TUhDuYpc{vp?|41FmRe)W?{ za-PCNdWTuu@qE@hB=GMzLE8UJ{5MCmd}@*y&3Le?lgQObmZpjn@hHTDRg{b`H(93M z#!O*sl3YBPNPZHvq&xLsA@kIy%`!t_mZLwI{`Id;)Z@Q879-Zf(O?R5M90Zy2#pel zx5yogWY(FT^ll0beHo1e&DDs>LnBwr8Y$hOL8s8L$4@J*zFMh%SSwDOw6d&KE4^UX zR`e}p3Y=>dzw3{5at^N5HIKR~hkha0lKVLv1Wa*jp-y}WT)H1F;z#{-`y^Hz3FGy2 zFo<)zz?q95^B7#a{x}?FId$10cvu9S%>&&VjI#z;PJtIjcuxbkxAYNSUkARe0oSti z^jg3lG$+Rw;Bjy{*M(qQh+eXSxMl(vb04?}w=2=p*ZfH*M^DldeG}~cSSR)zP47%T zo;ak#zo3)iBh5ZP&$vmET>Z)>?oeF#6?1FvcVt86&> zII`~tx0=w>?gFdwsRu7udIoq_sRdoZs{CE}-r-iwd+^-9kIw!%n${2=hyTERlE91g zc-*N82kPNNb>xHX07rPdsTMz06PkN7K6&t~*n&xD@j>5%J>SC1@IYjOP5mv*i@!^6 zv4Q*=t}$abGvnLI^Wi#49929ncpJ=mkNL%q_?%C<<`-n9c7bzW!MQBB1s`kwALrZz zUd;rH=tmY)cZQ(HU$NAlsc2}AP)nkXb)(5AZJ}lbw@jzNt{>rH*Wi9r@GDqT<4vP3 zbfYE&v#PPw);aZKnG-@ z$KhYh9ySM~S=|dxfmdnk;aM-^b>Bq}1ieD*&)`};c(VrJVBdpb=b2Tccevs*9-Ys~p>d~#Hz^P*WC3&B}wBo%=We?8OGXdnS1d@ZnERJ1})I38y z_-l|vKg|xWKZ7M;U5I4=5+YY036-#~LS@d|VKU>zaM>6UAw2^TXn2w2xI{|v1!kWY zMe+Bs&+9+Y>}89lPX;C|kCBog{N!+~Ri7Kg>@DbpB3f@|buJjC?~zzIor&FbCiF{k zvh2{w?c(Lq7`?)s31WX|qUa0YOve(XF#x@N8<_QdvXnTbh>HQ96_+es7syTiI7u9M zy}K-t`60aSf1=wz!ZkiHOI8Ong^Te{ydYAx(jZ-R%nweDk)~bfZ*I}Dr#ea^{)!aW z+(@at5+Nza)a-Op%d+p)Qglu&*}tpF0H!X?)UZ!bBMqNwq;Oaxi>_;ALI+l%bxnB^ z4EseZi+|I~?l6Aa>+wJw)k(mOaI6@x0u1Rzvoe&yksh4Hs8St0#cMiAqlR1u{+Pj@ z-1XF599`g3+Z^yri8pncUY3oa@1N7Ls)JO}QRVGrKj%(XgrKj%9g*GV&&(~Iub)&qaq&;4h>p9gd@7{YbnimBZ1iPDL~ z5*>RfbTa1=dJX(NRa@vaY|xQ+s1uL9I%Zq>J0sza%i(HUs2|@%hr58sgF3eUVQN^p#_zhWUaISt{|A8Lk5P0?r z=U=Brbbv#lZu2+U=PRY{{oNc z&v-{~Mz2D@Dh012o*&=dyUStl?b)N0{L`MgI`) z<%s8@gq@^d*Jd7P!@Dsz| z%(OffB`Z!v$@y?N7MU&QpTn2=J3T}Ldui$nGO82mUy2y308x!bNqg{DZSFVL$?cv()vFv*nX?ny!o-h5(hhpf{vu9#eG+8cD%#}rv zmBja-hi5cbEptlMGNne1=BB1c30|F4i_3Rv_7!U+FP|FmMU5DCX_yPwNbgy2Yl>E; zidNP=rIotRv~txE9LVIizEg+Kak7_q0&bM)P2H#0lUuAK)0cDbM|6Crlfny}XHAc7 zHn^pNGhNlO*GVUf!I-Wlu;>jP88Xyp5#XCMUJLkK3%KIOXY5`F?*U7ez6(CWi>`dB zlTNUxo7(hz4SeZsoh0GO80I}*fja5On{kTw6+gx~F*?bd#`S*%Z%=6XZ%iv=H}Lux zHLnf$<-%uZbmHoxBiEXG*NOM|@jZ%k(hB#ocx!uH(Ye5^`fdDu;8lVvysFq)GM{yp z5O|eqj5As=*tLoN=QrFBWQWg(6xt5t?tQ8(t891_M|K#H-;MM_QARd6i0R5Sd@su#`##x%i^>JGt^z^pl3r{)=W z)q3zJpX(L4l3UDN(5qYvjx`ET8;4&tQ8(J~zJ4&z2wqJG_Z+!qdMCV%=PcM|(b4RG zM_;=E-ZTSlg%+>J_mIB^&3`j}Of)TvpDVYOzT(ID9y)mpW_4S1EcEzx_|=tQG_3h( z^Y|MIYuMlO1sv-t(Xl?J}QM?Y|ldFO@X^6ep)&w*^Kjoy;}3ws7#!6`F1#r_)~a`}crnQg9Ohx4z#(j3Y@ z)Xnq;2iQ69>@U{O`%877Kbb`V?8OWaw<`gXzYs4&Mq6HFzeJ9!8j4yBa2?Pp~J|CIXKObI+F|@C8s4ejG_}2n~BDcr{Ay=t}(K zxiQq2G4z?~5mFN_vJ)w}EK*;Dhw}^O3+Kf$V`!4f36t!83(xy=X7mdBgU91#Vnu>1 z?j?V89yMNGB0GH&W!x2C!{77a`3uOMPm%I_l12OJeCoR-3ArOle1a0CB#K@2z42sA z$IAv==6$FIJC+$G;yxkcRj8W`l6!#frH_%q2KEo$3J=VWlG^b|8Mfq$da9{!)v{=j zS_YS>CHir-99pktCPdBuuhmjJp_Xa0G*V}RXTiCeH*4fnvqoyJfn&4y&F4@fwrSbX zt(B4>cuNkrQ4LOfiXQ)8o%nsDlXY#}KR_L}6>I@dj_w8z-q*?26W|LR>e4GC* z*Xdb;RRf;j6MEJN_2B4wFzO{d5*6H5!?)gnZ=u7x{fsB|A8-pVe4i4pf+zkfboRdG z^a7~`*SyL7gZN9qtig+T9q?YYfmsGEcol_iwH&_n0`*`E_j|~ip&slB#cuQlzlbOQD?viG zCrED-eZt=p$XZ5s-$UH_q*yt0m`ID^*uDqP$Cs*Fno~2wckM^(XjSmTAeS z;xoaspmca-rIz0l=Yx%zPlI`V)TjYya<8LbT|(!-M$LCwculj-NSq8g-vDcqP<+kKk!2#n+C0HPnVD>r3iGGUcs?s27LHmB)`| zx=en}d9-+rpsUP5+szRd-${Q~KfObjRn&k_vG?LNc-205*$Mnxzo2V@S1aIFg@{sMB$GI23XtM`9K-mAh z+EXez*h4=PoO+5~sr_EE%m}Y~&s#jmXWt*mK8a`Xv>)@4<0@bF0^++GMrU8(CuQ6G z`;o4 z6We0s>S25hcf+kVQ;SU)z!#CliAKqO+bCNjVny$R$K5(khAzZWKa&abRy^M41lf8N zoO(EcUSWc`!?DI6W`}Au9@66ZvMecCDxDX|rk9e@x#x@iU=s5O)PnD#)1!SI*vQe% z{?wE>sag>W*D*@{!$xVHYee^Eu5qnFvOnhgIWqU08ZEtFM6tIfO6(Ry$@m8<+1R6^ z7pxNfB^6m1YCQI8JQ`}TdX$>*c{RIs)KUy?Rb7B<*`j65)5xkcjTqrtLFiit{?f2J zir@4qumE0DbxbSzA+5}~25wmCBpED9vqPW%UMmj2@LDgP)Ju3JILG)IxB#c|YSBt9 zN7WWE2;4B;1csc@$R%6+tj=1pku}oQs9~?PMmGKfZl2S~GB7jys0J;ZYyGaFX3@yf zGa7c1fvE@iUWYZ}#N(>ZHB!y}q3<*@c3dOwbsGNr)5!2U{4HN;M2kLmWkMtAH)`26 zsX@Cyx8qjLcL-Xnm2Uo~vNKxQ6RxAL0|&eVEg#K23%s(z?>>m<>^i=&icWCq1Nar% zRT;i9r}yDpzv9hc-g|&~q0+n2tBUYnoyE^E4c?-H?}Wf}OyJI9YPVJBSFeLpXi2BW z!6-*O18QbsZewTS<;l9uQvan_uw&!@Fw4OGGjH-79Lwb^@P*oK&)1V!Q-EUs0Z==_PSE+mXd@#$h%gC!0+yoyj`^FA&t&%@Dhd!Yt zPpdx~AJ}~AJn$+PyecTb?@$AV9RRoBRb^;bZa=}l#;6%@fkWZJszJB14WIOm4nEAR z^HV&(3qKZ~s|JpGYQmsV@@n8$1=NGCvDAO?t1~&1m{sxynGSWl_8yrvM|kZh_|?js z;Xb@t@UIa(S|i8FI)#HdTEn$8=<5OCk`WDlC3A+)Q4coYi9ZgvLceOX^a;JtsL^P| zt_w;Bx85QbYg!_`0_F*~CCZ$5vSq$wAK^lLqVxwx!sbizVX{a+#$S3d9uEsz`$uL; zU1(-cyNNn1R)$u`%6aQp_CLex&X9F8OJrRdITA}_*!zNSERFdbaBD+d6nm9b_#9N| zr7GqcRI=y4D)dj4%mKG1=BZ`Jy=qB$QjH&zTCs`y->4Abk~DJMppkR&VD4J{8^z#TA)kq_Bj+W!V-?u9 zRm1)i-t)IcrY36Htq0HglN#|sw6-2NBt3%bU(vU8c9xPv`hv^p6XL5c9S5WEUX^}J zEqE4Pi}{~u=DX{6ku`lQoN67Ib!nD#ID> zSD9;hKX}yuUiIyqoUQJBn{(dbbHTRKCa(J)w+G-^@T*L?TGs#IS`J{88-2k*^md{D zmx8YT7@GRC_!f53H>5A<)DBLap46;TM!~Tg@haR(j>BE_1L0Q|o!xZ-JPUr+0Kal7 zbz`0!4eL`l*NxPA)Pp%_?)iFVov8=M;^9;1?pfegcP_PJ5zm!_Q?J0KUg8|`YTW1{ zHu1bYI#)CE(3J<^X5d!AA7IyPG%ob4!qwz4zd#)bUU_{D-@@x)?F^5KMq9^!W$`m~ zpjnMGm*YdWdmZ!68(smY&f{}e;<6Pp$=iUOd zeuZBpkjwYMWF}wc)82CCs5kS*-csfVUOnX_`Dc9S3o$Qv82w7;Cw0&H;Vtt6mzcXD zpKn7A*~h>7Gw&RLM=Agso}OL2WUWMt zdJT?sC4n4Rd{u`NnL{I|A&=dJ+vmfz(X#53WF!Y)7BypA37qWqcp?Uvbj+ zx(WRwR$6|=_mzRpUnk;ol)YXz8zirYJ|Q|*=jCXrdOn(LSG-vFs$|+Sl`MOTx^SaP z8tPOs<#QGF2)yeyxR#HaTsU+rFl+itYPr;)Cd*JQ=Rf1|Pw*`j_`q*}#wxJnWevGO z;7LEfarn-G|7pk-#eZrIM;g({)$?EqHDq^}25zsBFrJGZMGHHt5&NB-y9_S$7`}=; zJQnb{!4v5JAE@cygO6xw!<}mBe3w2Zd{4biEo-)`rEMp-YrxVk)lxmEMpxrIUZLmt zBmD#FSQ`tr^0=N`w=vGYRU;LD&{G&yi;>4(ckvyjYs89Lw}$(!dX22}q`wda_O8=N z$|vA4-`~QslJ7;hAK(FQh6cLoE(;441(&~Joi zo#Hhx#Fg5w32xLxJ!kR3>$$aP=O!?x2AoOZsA{0@pfmIdUwin>Z zf^+3i3s!??9rfTA=a2FJls(`bwO}8gmG(W?Mq952s|N1jI|RU~Vkhgsv0V7xM!fBK zuas!)HF&QEzM^hDi>Co@RW||`qbF#Mm!XDd8_0ZopKEP}D;U}F>4aoCt3(&h3!m)TQ zDT`W>`mqGRmf<`)7ur@&9JOFRo`yG=i>4mzq(^AHh8~aqJv{)dT8y^-EOp@l_EG$S zw;`N9;AVP)ePkx1S=FVIAG2j1-ZJ)0jIl>G&;y?dSu*UI*!mxM)hav;ZJu)VHZSt| z;ZmX=3@WzL7eQmPA)X)Wv=d@@v;$!@oMC`=+w zgvrsh;Zk~*JiDX__B2OG(pefY}oz0!G6A^-;gBQ&l07RnmQvTJl`MiWo5B0XWywUI z7Pw;v?sR7J`+tVVtHA@fj5Rzb1McGk=Sc$N)EhKnh7T1hsK?Hrp;331eMk>rfm)V6 zsAiT+jc-pa?yJD0WUxu87N6TW9KauEwK%w_$$XovUlR({(!Uiii z1GMaNwCo4l4Sp%%ScM$L_^XsJ;e{yr|F!u>Fl&&b|9NV=a(oWx@Ws5(2D~cf8kSvX zmYo-S`0SL_p4RpM!w3qDaF9^$re7W0GTH*~1LB{dvN$7>$&vOsDGR$q@DNp|9m5R+s4$X5hVIXV*9$QM)2P(SC#09_o+2HfuE1b1lG(l~Gek~&6e8~HL#6mfd<@irL!X4nCGT(Z_>-R{RW{Q$wG@#BQGTqbp?VpP#r!YobTF{7e26k|xVWo&vP>(sp z8SxJp;f(l2M>t+2Uk1ENnrfD*e^ASnk-N7AZ+cxkJ>__*ZBCGEw5hBmiRgFe?#Xbf z0&2k0B<5e4)$w9C^s5QX%*4}2Cim}taz+=KWn@j9D4#OXql{&@ZLFLLF_K?QK36r~ z)oCI{l0&eA|l89IpduXT+bI`J0L(BS5B}WES%u1@n zWd^*;m*268zTr}}96*nEEmq6ut7>*_sliFG%+&{5T#T>j! z5{gxF;0=`&y|0qG{VFnURCtBpg?3=o9ct+a2b;K7qZfD<2mU0e*~6fgJ&Puf;RXC1 zJU14rmKN}^FpbaVwG=S1DVIJ&5#N=+rx6@JK971b7ru8|!we~X#ajA_^b@ML_Ps7u;%%AK82_;Sv26y*&p0b3Zt; z5PVue-IWVQfFn8Znjsan7Fd=1AlgtQTJ{8d3w$cB;XJTu1zOd0d(GTs z-17Jf4c=~YhA@}8=u+@16Mj|rGBbws2(RylgTb*<#_>8_n#|C$WM_Fzfiv0678h&$ z?qp+KA3>Ans3u>lf!Er>v@tDO7WHEb*p}-#o81}US3RDH%V=Ld;MEFz3)F(g!7C^F zgO(j(mYl2>^sB4*7tYZSG+n~~?tx}S9z$*``zFAuv}m%f9;6N|ornL6ee}%WWY~C! zi$58C>)Ann5Ut&wEK$6o_B|XSUSileSqrA-fKj`=*$3?{TJ)=R=QWY32od=^Ofc~5Hel+bUgRD7DmWzsf&zD8^Sd%T2Wfb*4M!EDvtc>KE*vkgD z8jQoEW|mX%qv~z((sOe>v!-V0SQ;-j=i_A)J;R{uX7*La@&A33m^x#n-Vgn1MyxD#h?V5`$?y9`WX+&KDys~# z#}og3R}5JnG318Bp&V3Xo~XzNQQ_B9k%_I6RV!5DP^6M|wP3|(Jm0HgE>9(1Q{g^Z zHC}jl4Oox__i0;6-SsGS<3n(<9JTajspaA$@R!waoQL6FdE9>-d;{akIIoB!gU1a| zP``1T96@b)H}%{fD)LcP^k-FM?WyDnHEI?3)XZ(+<0{z^rV=YBxSu^3>kA(=Q@PPNdotf0PJm6p!uht4O z9IU@b`}&P~5-!#bjt%~aCjwlvCd<_8arAaHEZZ^o*j#k0G_q&FtDt(k4qb4pVLVw{ zW_6e&JW@%IaFAQQJA32FK7N(VzN6gQvtt6U)i@fv$4+qS5V{rmRr)1naRTtP=X*#O z+3iPFp7>M zW2mInhRW8zLh%8FfzM&=SqqnS&xSLLL``UpU?w#}3RRJ^yPO%q(MWN`+rIQ&yrOsD z6MYOH!ynPIqnLb|KVs0D4fp{Kk{TxD*SDHHb2u4%XzQQ62W+sps1jSSZtxcsS+pv#<0#^OFC6OlCn|}CBL%>h zI>4s0nErQu4Z#V)|IgjIB~SMwH^mv1v?6)(E`N z1OD{{=Qpb)m+LmZt&*ezDyiA3l8RkmU#m(SoA^7o!NsaL|2=S#&kkw?&n(9wup3;? z1-tqK!7XabMPE}R2B71=uVJ5z7A~n3Eqy|d<2pR;cwy-gu6dMN@H6^=H?Us=ef`X> zWcB@xca-cK+qGo&eN2ClTCnV1W^qdJGxRen7zW3I`?$fU2EZ7Po8c_MV8j}D3s_~z z%^TZ9Z*T*%FJOoAI`!O-9Gq)Uzc55kMg!Vbhci0SEOaFo^l%-VMuFx9=9F47ugrTw zex;VY1ZM-wGQqeu@Xa!7Q}q-2{10Fh7->5O&e@_zIiZ=kqMv)?t)d2Wy^qHabBkVO zUkD!YeTuh$Tid}b@XEx|{yyLHJ@Bf9&*t!I<+Y<=)k(f1JgfT>KKI{w|392((cg9O zB!BX<%wWzkYCmeju`;mgEpo8B-DId0oO*}+ncZYJyg|-Kp&Cp$sB@FcSvwVPR-5PE`Jz2(xdH*~1zW z`O8u?E1v;>*-HsDr$>`V2FkgFRbL`yBGG?L-oL=KCB9W&2GNlAZ{xVnQ?Z$^vB zEk=$XixCfeSHt)-2Yxn)VTs71&qa3JXO!ku;MD?lLd=enRB);|)hyG_(jR<=SwGu& za$L+(6h=n!p*XZgGy7WNCD$A;H5cGq4<|_dqX{xzkpM1G_ch`zofXea2)W94Fn_bq zEUn!4*vo$ByUk)4iWBSg=nJ275y5p?FD*@V|lfb(p)N$54Z>crw9s?H=R5F8O6&z`+UL{L! zhF|@xgu^JsrVv~zRk9;PiH8&H8UUlVD#-;=%8_+S*b!mhz76VX=S34ad0u*>EHsZ6|Q9_*v zzbdZbv)|%%zL)I|bhcVJAoZauxMlIT+kVQq$HBi2-p6guY5uk|VA=Oz9oUtMrZooF z3Inq`mr(mX2ET%5DXYOD@XNA8ESKk!R)KBnssCQYW4Z;rf`_^6pUf>y`VrlWy08IV zt2zcwwF*wPnL3bs_sR+QRv`Vr$I;f`#^e4yUQzs3mY$#yuhm8B!2CYES9h{2HOXDp zRFcuxg_r$DcWIspHhIk>V+gO+V`%PRR$~_#qt+g>hCTFaiaqGhdB}PAmDQTb9jTe% zm2C>SSMA*TdrKyGwc~g8IA=45^Q#X&Y+spfNB+WgKlX_EOG-0YF*@=W-UyJqTLUHa zHTrvMyq5hk5Don<2XLr|&;WCPM z;hJrPSSLkDW*u{bgY1#XWHyr9@>7hA#~YX} zHQ?tJ38@hJT;$2z5-S0RW97hYaguX2PP)E0vG;4YS(**;;+Dd!jUs{HTD$~!#iO&wvs1wgAB-cDjs2)@%-<}J6XU0GWNedN z`l4B;{2ceM$IB35lDyYq+0nrFI7~hI3O@T)Mpk%N-^rd zA%CURWhj{`QQ~g^kAjrULW60Gl;X2o$qpJ`2gi2rQp(7Xk{J-CoIk{Sk16G1w^Gjh zrj%iLn*M*h|C&-te&_ucm9m&4mGc{Z(Gn<%7p4YF;VH>FdKf=2(kKA^2b{FQHmrZ33=O!{wr^C1KUj^-E z2gPr2Epq!h$h*oNC-Z6!8qz~>8)`SD4K-E_IuNy&^{Z&uXxYVkcn+UH|CjvEKLW?z zgvUGu_LwH|%A&<5rGgjf^zXo!Byg&jV+4+51@2VS(@TYix!es8f^+rV!u$Cgi7cm=O&zlq)<+LaGpEw{(;Fwh&cc(OW% zd5r%mms)V+c08igfi>gI5bBs=HqaL=Am6=~oa9~}-^DKHh2+L;LBB$~s{0zv9naMS zyPXF-EqhU^2RE~KkUd^&ZYKYjT+y6o$rB|+qg%0CaBQJ3`+3o=!qM2@^%Gn4^{!Tb@>>G<0Q%?^~&J%Lgd!QST6K~h2e zXYp4J-WMV*WL!0)u`hm$Tt2HXvUI~_q$iBr{BZWguoo4anhs6{ZH^$=)RFMg}J*k#ds_Sqhy^i8tpGyjxURm){`9m2D!G?z}_%}l%`V)wlfbyrh3ae zv66PkBooh?@rvMG_|Z(Bty%0=f-$Bz_Tk2fBf5JNcvic^grCjCEJYmkj~N}$ES2-j zVu}Nw#4KZ7arDr@yd*REd~xF75GP^Jn56okNtD5HWLd;6^F;1Kv=Qkq2hgfm6J0dR<8$ zObNGBvUiH#_@_!{Ta@_fIS(w`Pi@x9;YMB70KQ%A9~TtHidM6T~2o>rRjHt zRE{XvE2_kYszh^A%F)?e`*9^YBK6`Ku2syj@ONZXP5vEa{9O*4z%zK- z`4_;&SHbJ8U>@JI`6O5kp4A7y|KNkEL*Om?+lgDis?GQ>?q*)6M$3Pz%nRY!x4V%! z!i9S2AUDS~k6n$!u00X$ungmuvfd?FAU`&e= zoVt~B{=;()XhyTpn!qhPHCa^fs<9im_CI{ijXcMBMtGK^9oGlTQm7-F+`yH2o1c)P(nuMY948zKHXx z=_$TPPSzL9BA(~Gsq_NT+I!$tqnY5;v-sS%!?C_W!l4xC~~oXa3Oi$yvdId;Rd_ z_~DcBm*dO`cKqZo>3IRtNd7{3MxY!x5hz{JK~i!sNURp3SN#wyuFMAZb%%({XCX56 zZ}xWmMDFpyFsU*!&)ga=JAxvpxgw;gKjPncn<+1n!*GZ_^bYu|;-e&FIXUjNQF3i8 zO2&Mm$x(@xLFz!KT`}TL&#h`TS`fa05pu6;n%MUcW@O(G^MZ@f*Q?|3q)qauoG;?| z=S1DtORmgk@Sizwq?|Zut~W`U9=*xO1fH5?bafp0k8%I*Lmm5@#}`cOWMWp@E{+_Y zIO(ZGTL;^`#$&}X!^B=ud{+bPXH~|@a5kTj#C!8hGQJOfWfu!3ft}?>dJaaiGs!%C z&?rs+G0Gtu@FfJyxEJmb5AV=|U+@^KMDFukZ;Db@rGq5`HgLG}T7H}o-;h#LJi)dw zrPu{1#eNCrJqIrNfh)Y08_auRlv2R`DT}$@LvXWXrFe0@HN0mT_|te3HC(#_zn4Nv zxb3Y~khQ8{$C!dSQiWW4T0zd8f*oiIGVr+ns)D|$f?k$F=3G>uH!Gz6M!vff*XDbb z+Vs6o97c)8+@a<>8u|~*+z%yEoM>L(C zJT~Q%y9!%V=@G)O+Q?}zy~Pfo+vyGB!7Ay4XIY_}hoYlLpu0am=_PQz1B{^7b6m{r zdVc4-(6qoPwVOVcuYa<0N0QzQGOQ`s#El?~zSna|)Bua&7IOg3%`m%?e(eor&Y{8xlTFN&0P zUqni?hJ35+C^&7Dq?{!W`JQMrX>vO8g?F_@i^EO$m?~nV==zHRedc!QseB;j| zf_RPh+B%!W3XW8n!p@5OO)~NTTKy98-_M)y55vKpGKohCGl|7yEze|z8hpyAHA&F3 zCdpaBXBL|1?Qut z2Sp(}K2%8bA%(bop&*M-AvPxzc&rt8C>7$>2(Ikp{2dDR#Dgi#3fa$l1Kw9Ko1u{F zyk{Ieze1*ORfush*N;|^m!ptWAB9{~C}hH!=Xq{U z1n=|aTD+DJtB`i#9I#CJf4%T6g< ze^a2JDCBA%-+}LS{0Q#{BZq!eNCAI$Ew!gIREb^#XM=xT`w5IqR!Ltcct!8B{1Bc8 zUp!=WcpL7(k6*%U&d*vIV8*&?H~D@latODOZ*#-sZZ9i$JPd8rfS=&Ms=+V%5}MZQ zWV!RW{O(!e@*>$WXju06+&$n}P5(g$Uq~;n4(*#hUr7j@CzAT_el(#{u;p#|3UyW~ zSfxA$_Ur)%wty>OMyG&H@S-bI!5CZc!g^Axs)Tl5lrI4pU`Rq(iq z+rXGb3AYFw{1b`*HB4Wcq^Cp=<8te7>X4 zd|os2-BQ3lIG80r-l_C*D~I0UEA$gT;-OU?Mu+E*p=G+oVyIwFe`Y1 z`jEW#x+L~YtVYM$h>k@~*i*^O^RCG}nSA!+q%@$r-_3rBmpx^|-b?mZdx`a2Z#-V! zvf=?BDY@u_2beuw=gGQaR&ZlC^UVqVl1W}nuOUFrA7NM5yg(`08z^3ItKq#tGRSP8 z-?3mkpCNJpkClCVsMP!%DtfOlX^9{^^mv$z?F&aIia_s(VBa3~Up+f<0xfwfQ8K6p zqaJ}vy+Pe)8zX70(bDiOSyy+*i0NpISS=toW)_W$?!daA1+^; zWCMIkN&Pq7$}GvhnIvE#oa!7H@C zXybjeIkp&O-KgN5Vjsnrf&B{xe3AxshB(nv0(WNed;i!8&D2Rcxm`BuBopIK=!)PG zcv13zLV6xjh+l?6tdqf*NU#hnsdiKF-yJyS4}QgQA6&6n04}Xn$k8XjmQ@ON^eLob zC0O&I0w1V?tSSW=#tQOZ!Hl1snBj9GAIyo}hEDidoaDfe6WQfXlK;1p6y2y`cbF62 zS|=HF1mnOmmtZ*7{R%1Cppe2XVCg=EWPztsJGk~)o(Ch3f2WX)uX*jTLe{*)=T`7} z8x`V|1D{)_Ad8CUE5Srw%L2=~t|?>;ygQezloco7W@z>W@1pCe@TivKO&!N)kH2-W zM}r@P`J8;_hRA%d*{K7!$o=|&`R5qsaJJ%YP*VTBiBFW;&*~3maeDAI^rBr|2ETmS zm9w4wIN(+3N%CZFrAK!oUIr&u30j2)-svhPu*6kAsj=I_SuSpy^pZE!!@1CgO2I2- z6_@~zaZ3Z+z>$m8gBe!f654$ZeZeuX$q`&?1ApAW9zFQg1vVMMux?9z$dP+DI0Dbg z0ON9|fPe6>bozW4a&VJ{-%0U(|Mj%&U2L zMVWK11hPn=+(9jP&Vl^BL(B$h@h!X(BS)v1(P8Na zMp>9`v`AmIMH(NBm7S-+tT}O#+Zrcc&&Nv}p7kYU#H4*|#dncFUo$}>KOozx84o*W znU{^+Xq#C1{nx)Gvi%%0dh?kRyp$*{f3qv~tz^7Gc}WN&>eQrgJQ3r}z^8w`6{q;oF&5y7e8 zFq@Q(#4BddBSYiI0<%zJEAB3$@6~FlVz%B z7r9+%nn&)2D%bCBxo)Pf1LA~7gjrRv@(*Nc$-s42S9*qfHJg%os=K9@w zIXX`->g9ULdRos+1&?jyJ$Wo0-0VN07h{W_OdX!fdv%VbE_4BV#=yDs=vZK1Wj=UY zH%a!x6C*!_)4hlGRXd59ok??8qq#M7w%`T@z&W1)uk2wu`-l^a-0s;%lHbG#Js{ z@i>%q;6qTteHQY2z8PF91Y4-7@{6ZQZyEY|J=|*tJc`FkA4Pk*8{PxH<>JH21+Q*^ zIVoU|4SwXHhcAIMT>)TA;IKYruk*}0@JYo1i(KGb{+Hoi_(fasR}}Y zoFUqHj?9?f;9D+%^!cd==LPaNh}pp!G_9Yh6NlK5LtU6Rg;|^!{Ozlld9Ikr-Xb(D z=5m_YjdRc$uPF1*SFhu1$cAH04k7a-1pPZy8aIaFc?y$?hsn2sTQx-7LpE8aXK&($1Zi#7 zvGYWS-%=-TTXb@Kn@$32baL`59iDz2xlHh%N5B?vt7`{XRjwyPNiQ4M=-D|3{%iod zxU5~Rm)Xzg$)DDff1sC|3hv*oXEy3V|VQu$KlFPZ1$Zee@1C!xc zdG2^W+-23Bcu#Bbo;u+v!`IsU;jp(MqYfP_oO!}BFFA*|VUYaM(hzTH`i`vBg;OOh z#E0xF_DZi~7wXGk6&W(+PvR5h6ugMX{d;^^e}iLgaF|f=X#z8TSA5yoh*#<^boV;y zLb%b;VsszyDD`1#t_R^&^EvRBp%>sx;8xEzbapsax`0b)R&_VvXJAV(m}2KdCAWc7 z;D{rShjMa~sr#ri`#9}0z!b2o0q$i4hf2Yz_V1V_#6Ri)UK%=iuakJSz5zpzfq@^x z*FNF<9mX^NCHQt8T!X`1wBr?6m_SNVJKU%{_B#xN%s!9Hi|!H$j03BJUR zoEr9beS!W?e#{mPntNOzyD`Bi<_9l*0@peQhJ6(%!Pf%OD)EZu!L7*a(_fh>_2KNB zcme$i&3$o35c)bhp6L%3FAWi={t$7kC$Bv!Opdcpf~~}IQV}7G*)gBUPQix9Bk_|* ziieOJ3b#tm!)tYp9bJz`OJP?uehzf2KTP7WGDdv*V%X^fw>oB)!a$2GEVM8~i_gjs zE1~b=VF-!Cvm1vOH(m}?4<_oY%z}eie_7=;*$d@o6VOoLCh!x=138Y5Y3-26{wy%z z68Lgo61ristoVuyhT2&YK8W8c7TxNFS@gE)1>Tt~ebjF!)9@7F-wYlHZ?Ysx=qhHR zm5GvqKdQV&z%MeCCnd_^KiGZRB;<@U*YlT9=O!{YOHPaxp2g=mjs>Ig;Y@FeY{l#4 zIuozgJTP>xO~!eHNj-Sjxh$F?aux5Y>v?>l<7`rn|H5Z5L54E;nc~1EU!BYuuM;mF z$CDGJV-8R!sVjBjx9?XTFrc7a|bh&R!=l6<|NxZW&ZtM5;<}TJ7}gzZzg%p4dl_EV21EC_2BJf zF;M%3z6Y;5?n_S<{Q3f&{S>`HIMrxp{N^LT0b)S!g`_Y?*z&U%5 zFLNHc{Ovs7j9+3p`qm_{ka}=5Tq+rivge5|0Fy3)P4qt+qFag}-JGsLFN7qpgeuF0eJKy&f_>u>;9^9(juBW3-xvhq4Z3Mr{ z;97fzHL9|Y@i4TaQ?-L>KcdC|38qp1RrruCY9!O$UjJ>uR|QTvwJ=9`jQf7T%W$0> z26$DsiX4U+0pf$_D*aA&P~1zN3>>QwKZDa3XztA5q^g+{#M^!lp4GT=c=zDZPsoq? zg`B?efs$$jua*YN+I8%p-$d@!7Ir)zAy<^zuqv5cQFeK4{S^J3K4Cq+hV&u>87>B? zTookOE(b~4qs%%B_29`6@?1jM+r%!^_rkSF0l#mXu# zybJr{;K}wKGVwC|M!a0S*UIj0tIUs2kaJc1j=Pd;^^6T&f?nWKyyB;rxk*JE>Q5AP zD>d93$@mav$@&8LRpu<&_zvfO`gsA#c;tP;X!sK!mIplA*+E*iQ~t$a`T{8F2AiMdsjgC%gOCqbaLbY9T{&rseKy^`&cKdj_a7e)REDxWA;xc#jQHo(xQ{2aI(lN zI&$=R?j>;OZ?MNnFFqG^V)zgY0|}CbfQtm4hx-(h}Oy0DO@J&r1?Rf14hny zM<*$#IAG+mTj5s0@HH@R2%fh-2cA`|m;Bv&G;=uK&w5Ek<4SZ!e*(YiZh&o_@VQUn zY5&vX7lhBf!dapxLznv1LVdYFFO4N!Kgi?Mu>Lo}u_&~xHPn)DEE}4=|5Nla+ug}n z!;5vtWIQ`~Oot{jqsAN(JZsTdavh#z9y*OI95R+~+(*{w0y0Q<(=&XQ{W;7KW-g;o z`0uc0Rr~;$wceMkPkinLaIPje7Wn0T1YY%xFCIQ$DdDzbBz4&)cno-ziYC=R0o?fo z?sIB*p2iVBx(WQMhi~;{Q!}Oy>qmWfK$rCn`_)b8PIg_X%7$JAMg=b##;bg=YA6ca z0;}Aq2g@Dsg7V(}aHz(QhUa(eSq+BQ;ZS9K{u|6Hat66=-&4^Eb`|nGe|VU~6>g8` zefcg<;OYtLz~tAsY~s7Yt+ou(7ld0Gr{iNsrz)fGH~0`I7e4|zRq|WR)zJIPN2_u{ zS0DI{IuWe0>*^WyoCfN@{Lty_@dKk$@h;fwz~`s|-=rtljNXpM?xJQUFq#Z^A2ceo zt1UCh8ckv!#bPiEj+MVDKn4rpSg$kl+{_GN8-2n*$iD)+7R+WICl6mk9XtzfLpyqw z9~!)405xGc*v0H~{=3XR<9Q#!KKjgc%oBb@fABYs8UNMu271)+tf%2te+1!^43^x4 z5OQ+ZEujpP)d#}xzJ<$;UEyLdF(ZiQYIaJb^nM*l);Cz?W|UsM>`gxz<@ix{HT$qj zu-XJCX8&nhj2yWVBboFDSG){n;kh!8Ad@}LBAKNY88<2x4#_S)eC!#Sar`|di|^TZ z{?5mfwZ=Y)_pN9V39^{q^ZCr&bS-6$b=oBM1bJ29 z&Nv$}R zXyFQ4c()df6>Le-kzoWTWexK$53VO>fKPL|kLz2WfuB96BZEgL)!>n~4E)K}$<9=r zl*Q}t8-Z_To(Dd8Pt@VT<#Uc|$*0ruZ=0IXqGN}uj$Rz^e}r1~xQ+~J-hZTC4#D5- zHDrNJFQs5k5&Bx`^Lm*B_wwPge-pJTIHUld>I?PkV4-%L4?clW&Ai@wlwLNu@fi5$ z!|QX`4r^#NEqbZ=9nH?4J^?l5{xj%c_%htrfmv_kExU#%3vYbqF1-7rnB`u~tTY)C z^T^+tbJUaFS?u1(BZIk%y=Ua7t|!mWFPQwRD)vdolPgnCkMLVG_rLJFpY@T-fABaM z*f)W;Wq#aO=EK2~x3VV(+{&?n6<|XTTGYS~aGDlsLomcxk2VEfnBYG3@T{_Mv}|g; zPPmmnx_2hnQwUy_f?IaZw2;S_B=Hz{R(LP?G>5v){@f|>Flt4+Chy1dUE0B_1AhFy z2b*@loj5sQl{@F4{gi`a;FaNRKk;cMkLDEM>%E7Z*@CpxT&JSSPU+jH$!JnXGZW+At z51|*BGF_@N@rD+lW6=xDVLs611X$LC*8Uq=4S(Qc7zakVu?J@gcoo3hAhS3wvE=j3 z8mGuf@)>+A?3`dXPGKRl&u?>i6#g{|oC2?cGnmT(uMReF*gd$_ zf_F5B`JB3$;(i$&YdSN8WVm1Z$-o|lAj!TM#Gcwnna`*7IL?uX9qcv}Q} z9fos`%d#S+flT(B_(S2P&DN8u02B6Z-|pwwe_q9v{T8!#0NJnaS-i z%aU_k`Yc%b5sI(5D8NDA$`G# zHtAT8Ui~Zm!A!VM0{IK!=;&W2Nu3qnR4!i4B5>;qW?|0aPw+{W9<=kV&m@ZVWjqD{ z+9a>RCLSd=^ikg97jWkk`1B%pgO0zR+?Nb6=y(8o41Z4m-)zim4CiUNJxKkzoLbPG zo}dDLS5F_{fduAY!KWB-4cw|MhHw4A_iO`aZDd_35~P;rtf)bYyB^QHKW8@A*RVs; zQH$?hg9lb4J)ByO<0Xxp8Ksp?leA*>)XE~!%8`694gNLfj8^tt)r!|OEt;-Y3V+v1 z%WqmK=+jCmw;M*Ie@z9i9Kk4OofsqFNSCy-zLod;T+6N~tt{#0waq-gQY!&qqC>70 z&l;F`MN9SwyevT{eqdZqsg8X_I=Q$Pu0>61{6U8YhFb9tun+9<9*_P$0gmO2o;C(d zf{SfI13T&q7n?R*pAOyBNhw@S|A9`_9pGg*H7HtHg*$a+1a&I^B5Yao9`}NO@T}Ey z(c|eEju@cV8Hg|9VfM_g10BhO-%B3zEb{!6 z;8hNLe)h5B{)4H~Hx(}f-uFRfb=nirwz8RjuJV!8PO!|Gn$e$r;bUMIc-0yOj=ag~ zX5Mc*b=qol^QByW5)63>+@K!wK|4BuzEuZK)lrZ2z{Bi4#U8ZwV$MQ%kA3E_@lJRS ze5%a=zM;owY2ZA(&b}YD=tnrxaWttWu#wMeFQx7St1`f-WbnzGGsJao>cGNxdCyjA zO*r0-9yBg$!DZm-Y4rNs0Nxv1Y=y(6JcBN_o%=qbM!X2u!fVy-2^K}*vBIz5l*(=| zFe^KY{$L@qHapR*KIHyW_(6YzbNx+SI2LZDz+)B6C0OOK671RlW|dI~Hn8XGbLMWo zqc)@-bZJM^`V1U9Ool@%c@1!`LU638pZn3^d#D$i(YDfY54t{q537Ot5dFR9)?q!X z<9<9?FT=CQlvxYMa&@LR7{abpbocaKcpW~#|BfHaCxrRurT7_kvx9JGCOe@FGG_-I z%Yj`Jj|Jh=3qlVMmg8je`JWFJpXxB?GsxuI9*zzY!JGoxl{5LqnlG~}<4w$VPzyGiWbq86#_B+2}4>cNxD#(-Bv3z8(bFHw45Op=tFiOlMXG+zgkz&bZ0uh-cm&1%D6hu#Es zEun@>-;*E(+u?Doa3U~g%M;Xd==}T8`4{rMtJI4=Zi&)%dm{6j%>DExNM8$e-FtW~ z7ABDMnIMPegLm{Z=Wt)=@pxwLt+JpQKYp>5oiOB~&W)FSm*eE{$8l0xrD4aE1|3|( z&HxSbQW}}PS;Jm9jht-J;Ct7IQ=f*6XRYK};Xuo%8#id#Ev1#J=d_Z(Q7geOYbAB7 zmfhlTu_CRkenZQS8*qsGGM?8;UxrpH;clC_G-PWf@s;Yr0{@~mta(f)X>hg?oL+dF_66>zCs0{H{g|&4Qz87ze%4ZpZsC4v)>`oG z%mHfE`eA*{USlqT>#gUplVISP6Y#`q=yLQDZla|XgITNA!_7{hmEr4HhHoQpCp!Lj zlcYG6X?c~Xl_!x7PyC;+HPgX@bSz2e{TCtvFvyjicj@)J`YRfql?n&Sfn${nV^%h}Q4EiAQKJ)qReJQRd~m3ZdeL9{uxSda*aKR_^3BfMy*W_iLrCz+k^IVwAp+@XjjyLNyybTBF74`*47dn;=@8~k> zLH7!{7Q3DG?3mEwZ`ha=$jmT1p3&UXPlHug17(~a+-eD!wF55}`jrWf`x!E2j{2fq zu^XrQN)UOMXzkCiYtR@b`B`D?M+uYmr^3bNLB7>{;FUE}GMgf05S=~Th230_8{v~i ziM)fXn5t+zX3?UEGx2ZS#NQEUVK?OZYv1GhS{oCz$a#d*=^YrRBB+>7K)W!HNWNMh`l=lNt<-$r;{M4S%Y+ zkR<&V@rT}#jE5mfTt+5|PevkH8;R%v^bbG6OHgi;OOE&m@Neb5l^`R&Veass1Uv}T zaMfr_mIN8+1*e(?XL=+-Hcd&8SiGqf2??_5T!P$unYo`BbgT^`15Z*1?n)5bdc5|r z^ajABbe@|9W<}mf{YUNBSR3 z{VduNrY5)JW$TE&p9O+-^Uwk(A4P*6)0_Rx4{0!L)T+`cPVF z8qhKmsw3Bunvptj5d5;iyE4MyTGXZU#_42;8glR-tz5dPm2tPizh>|pp6_tCj-BH= zX47>1eFvAQG5x{4O^bExF4BqPdL7w6Iw_>q?EFnX|jB+$kx(a{`p(8ZphC$J9R*cSA%3Oo&VKf`z2_Y;mzsbBl%Y$WM7fl=d_c3I>*4SU%)H8SWeT~OMf>U z>q)X@-e9JXEaZ#el>uLaJ-fYn4;-t9{vdvao4(9DCxKIs&18lYKZC{~!7B`M34goO z^dRYfJxF?)$2p-2VNQc=hSX45uSIJoH>Qrv}F z5_2)<@t$j$S-ZaP#gp|Lxd`-4Ia2%n?TPcUKXEsf(zNnnKIc%(^IxRK+@h7mjqtqBwBqxF zR{Vd`N`5PN$8!~5Qfq=^n-+j^r?ku-f~9D1<|R7mDAv(mL4W&2CkyCzT2rVY(ZQFaDSI()%JNiC4Jp8Ji`mm$}yn<7e`~}w0E9?nI$3nl_itfI#fI6^l7_TyaCbPj6 zoywoAzB|yZ;8$s7WQ~$76AE6nnBZ3{10{o969WU}HW-+5W-jMU)=V*PpNV&p9XZs3 zrj5+xuy0~jFx+Z)kQmuPzkY0pY$fw5k!-$9b`0KR2Ts=faH+nI=DsCD&fFKttZk%Z z#Mx&BsRuuglDsACkoe9hjuV&{EQyBCFzb9XT27|ozbfX8j1iyI7};4BBW}OLvu-!j zi!!4FSm0I`$-(EovmurYR+vA2=q@;!TL@SHo3NRpj5$-qKePqE>DpNO~I1$`+gL7aZJO80&^ z&u{2R%uUxVNZ{YERn~rLl}Zn*SeNlxccYK{+6mUZ8DSDertulIXycnqWoaVznaAgArI1=P-H1-M7`=@;v+oP7I8)2scn96=vR1ZFpg#a-^M9QF0rg`k z9*X&6@sNRA?qF8MAv_r)CP^bcuF=$mz04pQo0-}9n>-tG9OliN%-?3RvwoS(?-f~t zogVC+U?*c4yLgOVXeDI5qh&RJgg*=YT^)-5opU6YjKA;M1D1-eb&$*~e=@Q*b4Jq} zycS``3%F{W$oxhv)31W_%xR z_9GbRh&JVo*D8|QFA1!gM=vnbUlPGA|1xk2Kf^+5!m2*>cYF*^lhN11;ZO7iyV0=9 z!L8FzfJM)e>;BrXj^zla3Oxh1{fu7agswh`30K>2Z?F-6d&^3E43FR!eU*Cfe`H_b zYcO2GLkhn-;z#W#aI5?AWUT|MJ|GYI@(d}Y9_*kV9Q`6X);EFdWhEDRC3scBYz|s` z=q(2Rh8d({t$|EygQTRe(|KgD)NBuyoNM?+mxM?wvxA+th4KF*4Bt{XS>fT#21dxi zs7Pi&*wyuHq+GIR^W8~)=wzcb&?9Vq&q#07DAnd@IanP{T^udtbI{(a$Ugqp#C%SS zY<(eyS(q4hY?vkRhFOl|Ysi`&D~*Np3U49r_|-T`aV4Amk2vWir+xeScsV|bov3@P z>{&~Y(%Ci{jh|pmMWP&qODP;Z@li6Qyd2Fpp*v=Nafz=;vt~ zyr$sO$!DqIlB{wt#43%<{A^u^m);6bx{rCEN_4Zm@e+9njEc5RYhM=ycgQ+fx7=poo=jV>3(lFdlHTMAa$;>bf} zhlXn`eNYP-%xbx|SuKW*YO*$Bso+*_a4uJkB>$#nKeSpd9#+ftH#oc1%)F>&O_^G*zNuz^2^jdZT4G0P zq+)_bQnj4hHL@Uu_gSKm@TWBFWJNoB28?`>&w8tT!V)T&P7=oJKOB^FHUhPyQ#)XJKl;bm?*^0IZ} zQbcWtCO;c}KHH2pHXHBP5j~kK%=|Rq$x^w?rKjD=&m`M{`NEB%WP3d|Sz5oGEGDCe zta^j2<$khK=aQ9mkzLq#u)FNI7jwDn|60SI*sW8f|2X>#!>JK#yroPDUOkN${yeo| zGV?o!d_)_ASL=W;eJ*-@aI3O5^sG9(54CtrKLyKv=P@{z)&>qOL7#ex-d!HIUj(ai zsR6;F;|N@>mH==W9gA7QWdUT$q~LWYtD$5q`F(gtyV2X-{+%It)5z{ygm(2dIu>4rwop9o zkKkc=jhSb5PL#1Pbtjp~yi* zZ8k~d87}8j8=j3J%fl>}d+=lxTV(rK@~*OC#gB{z^OWH%nVz*|UbWlz4U#7c?^#i4 zm0aq<+C4Veo{I-_9r>XtNs>5&dB1n*5tb*htAbi^4SuLG@*k$Yta}yWQ$^DO-QU1)mr5E0SkW@VkLJep4c;7?unHZ zCr$!r5%h5Eo1#ntSQ00&dmvMNAL{*syu3pM;tEgQ4cVtQ9C6~}o$ zaP2UcCwb2!*ZB_MT|XE&8a`&Y1s--;ExEU9q$7~JF&VzLoPNM|>eT=7SPNKrUV~Rp zgYOe<>>51qC!SZM;XCu3do<)OQ_E6=x^tgvGuSr(F2dE0B%!(GP-j-5w^1*)y3oU% zrIS!J`$J9WUIRL~AYS}u;aFGkel0`KI)%rJIchaI4kf$cT6jrI9-NHUKu+oJWSH7K zL|f@Wwwb5c?(*c{GkK&5Xj!}1<9ZGsJh)XyeONugTjsCv7PlU6>V>It`n#!;hlbT~ zjJ{z4Gtls;`PY5P1%+>cT~*ce4Z$l{{92Xxv(n&PX_LXKIQUgEI{KaPq&a9_aITW2 z9Pq0S{&dlfSG(b871Vy*t_Q1%z$qX5VpVn>rSLMP^^Y*&y=$g5~5l!Ez~@tiJXTe7KEonbROJ0;oZhmf( zmgO<*Y>p9kf{We1X6|{ZMRtB>5rro;;S#bMw#16!+gQ0694DE-*yo_}j+(8Kh@LdA z4Zo$okey3L=Q=zKo0H_4Taq0972O?9RrDpqE-)zokHeXJhb&OviJi9YTZ8i#j*d7*7_ zyic55j*r8i6VDFMIBCP5zxrYJPlLH$E`er*BaIM%fPMA)Z`ZPdC#lmQWc-ceU9)puP6;UCGas$d#OfB!Jq(YNZWhh z5dF*}x$v+M4PFGbv^#3>xND@GdUpT48fM3M?mN_}9pKn?-p8Llcwzs!zw+q2F!35P7*US)aAZpg*`+LS3Caq5OSh3s0+zUbv#D~ zbR63IE@pRbl4rl%Q%?7JqS@ec*yAPZ-RT*^u}Z+J6EC2_kC`e1PfW!hGF7Tr~WmZuAYO!L0(prn%I4 zne_S|^<#%H*EiE!q-HDvpNhe%N;_UXkA8)&wd@04^D(}Kb8xK5cp>QP)znf4Qv2C6 z6dd3|8~y#+uR!e<1%|+*+!w*Cz^JBm;M7KZQZM02KsWbCKQEub%rcl{uOaQT*}0tb zH^C|D!Nw!#^rzuh=!4%EQKs1HxT%Ql+0gsUxtZ{;oHy$kR+)SzP>=JU_P zw?^S}52f$7n4Nspc};)xYqqo1A`p?f<~3 zxP1c;!&Y>5m)n`YSpZh$vNM$ocO(75(7kv@nS<`WKtA%Ha4&LZx>ljR*W(rak=#)i z{8zEy)C=VIF+b=K%WZXSQnbToJcPFRM5-l|^lhrVq zoj5O;@cG2Z;>s9lHkqa4eSDEdlK%ft_$xx%fML z>6LgnWQiw#030NJiUQy7O4Sat9Rqozs`P)$C%@`(mS||`c`F;!(C=+1&Qc4bQ8Oh3h48f2LZtf{hF41sDRT2_xWH^TDIXHDW|l zGohjRqlXQmmAO*Cx`L;naJYJKuHuTC9gXlYaBL2^m0G01M+X0*W^8k(c6><7%nWs9 z8~zJ4t-2V_lXzU;r6-9$|I8iuyPBEd_MRjyVAcqjhWXepCVRgZz<04mdJMI4QEmhzR39*-TfZ+ zslMk!2B0s0i@>NxIM)C0zVGyv(h4}&Zt_Su17A=h{@^POzo2O`zmv=?&q5FIDi#d7 z3p`p)z4sV=YUQwJt8F>h^$eJ`1$^6%mQ_#vHwe$do6t86FT?|A>AA!CR1H5fpA42% z@W;4_Ufzu)v?Y9=eh+fifMc7;{M-R9B2VqpJ30CE_m5{a5S*WUJKf5 z!cKH7BOI&iDBAq@_`vXF6`+IJ^V~0@!S^}w{_r@nCtikVJ~JIWMAI^YSKZ(6J^tdo z)p!$3%n9Oc$Utki;T3gZX0QZrl^(pZ=ZLznZ@%y_9BYsn96d9EQ`p&zrryBJU=C-a z3C{v^I9X)3hc2HX70n>{;)x`Rb2jS5U)qzS6z6pEWy;C!R&7dkrUM+vS~7Vo!<+k zr-C1gT{wB8Bgk)#knH>jGAkmaZ3jBm-|WN*k76!{zTs&0cRgYhk1a-7@H2CTE2Aa$ zw`k@;*f$u&PMr7gk0$W@i+^+#*)rN|^b3s^=EyA4#qa)h>Z|-;?<^< ztl0_Dj+Zlb)iA#*JAz+fM3QXzUf_B*bO4(K4kbwX7Bbx@CCEawsukZ@rTsIzKZ?E| zSz6oSQb(!lF1->bfsavZrpL)VdXg!e-X`j~3$b!$FO!lj)NZ5E%p>C1Nrxxwc6i^t zv9hlwR&wa?g`$_c6;aoLPnV*p@xm;!`fsziUPY4|ZIPDiW@)Aex+2Cb>U?I9n4c`) zM@B_U41X(PWN=lCboHua!H+5_Ii!+`!zyX}7(DqzSZ5#M=2t3-a zmK)Tej(@48Y6SJ*bvRxZd<-t8&PIo$#vNM1<%{sZPr$=-aKs_7(HAW&jefy%8fL-h zg*u?aN1$n;)o-c6NAWEl3_KL`@oUYl#$S)uVLe)w2lLux%qz}GAaeqbgT5CpshONW zyziZ($bMeR&W)pJSu;Gu_zIXc#BQCXo^lwx%8Kz4pDHir1<53RU<$cc?1rAi{;%h~ z<#0Fs!q};jSdE6|hW~vHd%y5v4J4vt;cY0}h1L#M<-fr`op<3??{T{UpVkR(x00dt zBYt@Lhbc~A5jA3`7dXYKgl`2~(YRv3v03O^@TzR;!^3;10l%ac><6FIrro<0KZLq=618dKUMc%-P;@}3yxRIOFu(tFIy?1ux@p;^JRy1=vK@zi(J zeJL}a_4Xe+S9fUS?^&C7^HS`7XF4Xp-X_0lcz!`1If^WSrKn{|_kOHr&Afw%wOm+;K zR4w>p_kfmvHiP+b?t6WPv@uAVPhMYD`S85+7I4aT8oWYlx9^@PgIg61k(EWRd$u2X zJM+)AuQTs_3jIBfy*U}o5AGyi=I5F0WHCtLD)tbz8l)&Fh#3I(dyNT}baEOFo)4DZ zm=I}V=S0U|Jf!2o@EwN95$Zzy?r_PP79lQO5#l~SQi^s)O6tfcNqvaizI{=$r7ubv zqK$AjG+TGeJc$RO zf&I-B@MXFs@Hds3F4HDHct!IgnT=^x_nrFh z9(+-E+2^LI^*+Z};7qTv5bhL7O*bk|(tnMW`G3)?>x-4rNnq9!=ugS9GJ@~Wg5Kmp z?&*@-V)?Fcq*K&*{;@Jt0haY!#M#rrysDY}cC&cznCJcpJu3t+>H10J;gB6jE@{qo^5Or) zOL`AF)(7m^nB*ZNHc%6uBgY|*eT9{r8=m5o;YFWsm}8a0u_DLgBhB+>Upc#VR!x=W z-l>wc0Id3mxt$rz85WS?fWBS@Hs!xQj9aDDg?`{y8kd6~fKljKsYki}6?4)bv4<7j z<;d;IZtx84t7-&V7IkA@B3{qCsT-*iov0BFXj-S6;bBLIeOkr%w+4;ORcFJAcB5mV znOC7%Ri(k7(5Xt6gH`C_^(F8f=KcJeIs3qrH_^4=T*>I?c5SKwuT?1ZU`F{cX4!XA zn9;J@Yw(eNNPT!5F4u+^>qkBdtg=xXI?_{Yoy>a#gMW*;d<~2`hHlp9PwxM8e&^{C zK8BYH|5e23Pxqpi$Kp$v z0`8oHbAel3@8b{M4@MoJ=Hs^0H}nL1hrL%7T0B?Y)P50Y?YDCtVvg_`aO<@|ar-q; zvZj)c{3ssxJu{{KtC`Y8uQ0`m=KdOUIr!YYm&32V3z98xERU_hlKc<*>DfbA;tpOh z|2#llc;@XeGLXXM&?|Tx?jmROO>*2PMv84)q|A0j$1+DTn-WDImAa5Ttj4>^@4G6CCOrR0C4WOs^EYELTh zFe=H@R7$~+Qi>;lS-vVc63Khc=6lSC?>(#{`x!h1$4Z~%bIQR@Fx1Y^Jm6+7@UeDk z*3%sQuVCCwm6VMKr|fu^f>ys;&HooPvAxunKY~|qv0AkIlc{L%^dS8|=iETg!uzn0 zzMsctTK7{I)-n_QHgzDl6-sSrf_M2p?<>_g=v$9b z8*bJGv%|ZHq?x(2znyCB0sa9|* zvwGO4)la{$>1#BsE`0CQoBh9oYt)1OH+c>|h$V12Z+MlB9-#qVW$Wd=9jA*A+^Rl_ z`tLrn_?XFQ-ZWiW57HaNV`ZQpXm}kR9bL*PhFWhQd%DifkdvpF>^HK-;%Ge zn|Wn8Qq5%W>pEI`KV0f6bs-rt+3+bB?#l(+lHJ)s7|Epsigpe?L9puRv%FUYSa+D) zm+-ic2dffh;sYU5=IBi77lSA)2I<1v;B?F&)q(U0cLmA*e}iQG++ZpBGgxjEgoqi0e9MGxA9~2#PI(+Mi#vZZ({c7B9~P&hCQ*y${6OL@Nv9kqKATq zmY>`4VYn4qUb!Q` zYPnme=|;iBZYX8`Z%XL_gB;E%rECoNrUPewREl%65?``X_OAx77AvKb%j{yM)NfPD z@l8tUeE}@nsbo%p$39fb&QFw5^QBVUE-EF9?_~wQHhP1LF5smC-0}bqsVz@{XS0{6 z$YoQp8(k&g6)NTrdCuqPV?Tj)li^wLFjw^dqmQBOZ&ypnM_?CqVWt~%k|ul^a4e@f zykftg&*SHEc~~pG_)^_3Xr%~Wd^oc|J^0^^%6 zxQnfm%=ZZ93g4n8ypAs`%|jBK*k$kSDc&W_6%LW_m+6JRMX%6IEeOAI_=mc10lVzK zV1HpGyX<$uu_oeiFG9m2k95^svS;8-UGxgwy5L&WeW%f^^z;Y2;Z?4c@TU#v@e8OC zBe_2uT$>2L@`7hYpn1*nWp0Sqf@k#~4s$NspXgq$__OfLU%Z{3;bL&?X==s>{1DWK zZ3*z8ZDc{5M-!h&9}gYN5pBtUmbKNw-iLd+z83u(o@LL3S#m!b7JWm1Femgnb>z3y zfb<6&@r(MQv)gxirEy;>I(!=52)mAdT7|C8e2x!(to~c6Ex{`Leu0*kdFL*zm&<*qhsRuJI;Kd5VLsduK6`ab5C!zaWFbIrEWIuBw`%dk? z^w5#y8Q_bz)^!{a24dd`Rs%Hufu4tH8)Q9k>5p0!B%phaBK%m;3=3z6D%^+>Q2 zO)bBJz0;TAf2+-6!smKM$-FjLwW1jfie6`R4w!U*3?8ExdMYt+bd$J0iDzRpvqz_> zd-2K^gqWoMuV`_#qTjig#9SXO)&?az%#?EGU8SULALc!=VAhI$rQ~r|{|Ux$dl8pM zuYoV$gG*pbJ6JT1OLIAwg-UkKDCH(+^$w-PatgsCL$*?qA5_ZXIHk-9;u25 zrmJKbT+Vbi_2epQ&@Af5P3T?K@U9c^!YkB~)Q?S8H8TX9m(;TQh?yb8^&!5i!(h}}dU)mVs)d3kPTgp9VMZD4d?C0r z8mz10_@k-YsQEh4r^*%ZF#3Q+)8J0vTN;-xK3oQo$H48*xnLu8r(qkl;ip{xi8|C} zc>j$*+Ev#YYQj1+D?IFF=vM9ctcvg|_;^y|Jqu_08O><{*z_Sj1a>pG2>#AMc+dp= z=y=ro$+7adhj~CSt9K^#9WytX)O^jNll4nmB_5~vv?Zz&y=;l%#>B$c--e2#CsFD$fxNQs)8hOagdaMMHbeaU|Dn& zj&)~<)E#54FoOLPn?l9;=TLf8VG?>cOd7(%rSL5>l9lkQ0(=fPBSiaLBtD)f=~x>j z*U;W;o-@){HR2UxXX?Rdaf+r-_`XR_FTnSHHHO&^vve;(XFp_-S~Mg7@_5N$e{_A^dx2mlcc^IujpfBOFf3B)yRwvHRJY+3FO4uWZ#cg*$+2sIf*9$ zzkIck^9TJr`i-&Pabm(RQSt{mIT+Op9(8K**Mm_<4zpVfzy10Wv&`oE}b-`VB8e%b|7A;{e?liJWy=(>3G5k~!E61g`@+E>E^Y2ga?Zi1G1Pvp zyuX6yYLpUiE4<2y*YbFHG`I(T%}xaeIn8sGa+vQ_u!zsUkLU0mt%*wd)=Ftw0k)n1 z*ZSdgaJg1Dl?-U$bnw8VVe|)9qMcDM&OZR(`bs5RZ&07o*F3pUEqSH%7kkm>$KoTU zF06fsId8nEYw>U`#y?;1G6dJ)z9!JAMgavLe6MvS z5ok=Y=ua7Nq4i)C{`7(tH1cjRXb?>bKC~5Y18NMra?rEvJ_LLWYp2lP!wYHzmz=n4 zRt|G62Xyp2_*5U5X3xL!Nd$|~#4^FU{M+GD+_%w=U$eold(g@7Mhxy@7WzBt%MoZ* ze$<3`7_?>Ztdr>Mc&)ZB#G_D+N1-=>j6M7bbI{e_Vz!2!-oWEvP8Yaj$1E@Ms+d#u zX@Xakfnz+jg??YC0WT<+b(NjYC1!R^%!X&N&&&8EKCA8Ut9qXM37LJ=lEywT4a_?@ z1Kdl&FS;5|g=f_G1$cFh+Az={iA$JyE=P0kV#k+HkZ2#LChQI(d;^a(4xL!`Yt z1b;Uy1;DYRulW~nK#;IlI{$Crs*beaxh8W)oA`UfMIz1z1ySlUqz!2 z8)c^sAMF@^{t6?tB-#;JGBimkx!}u5aOdDOaKnN&o}olz1TWTuQ+Z1ExN;p#y9u^c z>Az@w{2|-bXSFxey@*cF733}{__w8y zs~o4x3ib=br#z?+J(V(o?{V5qDOw7oAaACJ z-Hc>6^i@xm!duYWvpr;gH$JRnPjU%8*`MnrsRdqA*+Yi16%A|q6!y4smZH1=0mr&~ zD)VGh*>B||3-|a)rysT3E7Wz&3>u@r6E*zm9QaiYMo|Nnd84s|Nxk4x6Q`Y%%p1pH`+W}FS2=;~(%HUbLr^20rMA3Ae*7)?=e20@^bdV9nKj%-P53!FJU)lhzVMjhm~jS^4ts%1VPFc_m25=gGUIOma~k1E^&Ib5aK|4$M$fMZ zJX-)xU4)knJ&wOUo9Ez-=)8k^5WH)EcMTeb{a3w9@NjK`w;iVT#B-HOKEvqE%;u0C zGc+wgTFHZH#s8U&Z^1~$LU1%$dyDWOY(|5^=b4xi$euMg)MR!;=;1-%Q{(-QQ;Z+s zVKl8-Xj)OsFmtjvt>9M%c;#^)H6;6SS~gKHz5{N3ir#gB*NkD#*=MG>!PiEtfUmtr zZaY}Dggj*bNd`$JV{}}Ofj&3;o^KkM!wKU121(8NAn-YutS<2CR%*d5%s^iYVXrH5 zI&YEXcWW3vgD`q6Va$4kOYudt_XpUU^KAt91i$(yQo^I6WX=as)Nn?A2BXwXi)Ke% zG`$ISr|vb$=-L=E^~|!5K3nF?XhwLOM*kQuO?a&W%;bpr37#?bUt2wl+&59DTtT;qx2Xp9K2jRM}t@BRJ8@n#c~MI86w5#V3Zc^?r)=9>oZDhkx^0$!Kqi-ALM1k z|EnOUS|LN2fnn=N*$L>JqQnq^rl|>TfwX?=QRaA8HKcR zM$F-L%M^GD72>{7A&b^3-y(XD+0=+T!K)usvdPu%ImPSnB!024(czhItj^P*3Ba+gGXH2J%c~HM zg|DH~kNN1wbkdIB-7u0Y`TNK*-9v8t4KlaL$jYe4LwXxnwF)oRm-t8hCo>nrPW!(m zlLbX?!x1$106Y!Fo^tLNPidTm$9<=lEF1++t(<~R1lOAHO|B+cq%rK&`DiM0Z9bCt zijUM^N6Weg%tEWO`$CJa_)7VH@<_AMt-{c%z@dZSk)2n${Xb6GvCDotm*dAd!EJ9Y z7v2HxRp5I7tEzvc&b$m~y99R8KOE5bNnt2+)pMCa+`!D?aXh7t=ujqVy2rTOf#;!~ z`jGx!J|3!q{%PVf4xTg>P88`+<{?~ZCEV)SVQnjzx^5^H-V_fH1CLVhDCD9~<%3h* z>)>1T0KL)i^T9cXV05qmu*r^XA!t~0(6b7_t2X+O-e~Q4kYO>o()?UYsmmw+y_>c!}p!@tW3Q4Q#6;Jk9<-^Ja?Eb6^&Apg(nBE#9jdboPqn z26llMsE6neI*}*CEMYUda`yiYX3Y;~2STvK-V!30(69`b;8-!C^zcGOJvL01tq#LW zABL_UE+>D)_ns2Le#r1N20`TEw1zNa5 zw!ET{z8By~B?>Z<;6y)y8(>%HIfdkRD&V8L>SpD1(w zm?()~O_Y6Z3aN2bu%A>R>-~7&#R@sJf#>qR4ZJ?FR3T?}DA@hUd;U)$S^K!ZNkI*# zkZV6E$e-b}!7GpJ@G$VvX+RgSVo@JnC*nLBdc8@1khSG;tk$DibWS^C&wexl%j&Q1{vOt5i-g=RX~b%fnz*CRkPS zJ2-b0ECctdd%!+0s~cU+A1usuhrjvJBV5jTj~T=3U{^FX;0k(vFAn=Y^J<6l7~GF> zpA&ck)?~wxQuCL%}L$0UM7q&rBZ7!duAK3&)GV z?B80u-;=)J5;XLyxzvAn4*FN(MMuBV)6+{n0wz)C`7eWK%^l`g9`GzdknHZ-ylBhAUt@U z40k}TE znPX#aB|1*@6UnrLH?5sVR^IRIZYDD?@=kR0*YPpbfm`(d1`=)Jv)zW*pPFw1bID7V2?&qB9)2u)m= zza|59F|}ai*cdXhO``bDBz>QnM85;9%C*lCp|@GktGw_cjN$utGGp{AThFn` z*-^}Q-(Wvbn^BDAVAC3Y-r4Y~fAG+DlVefEPL8?ESpFO-ffe*4?p3g}8SF_^$Y2t9 zawoVDqhLlzfoDe{Y2euEB86N6!@8dYf98WAiIUzvQ5L;D zQ5v3`C{8a-l-cDIcffT*1@Y{dA|$=d-lMnl?v&2NP%}!lYu)`9N(Qv=7*2Cz2hUU zlfa!9sr~5j`4!PCyq)@vI&g3TUIk}(5;#=}b`_vcZ2_;$V3!GuD&frM^xTbRRmtmr zW2YFJRS#HY1gGrzG}-vF8kptD(cx`S`myT^jLJaMs-ZUglbq2|bgaen_VTC&H-lYx z6b7gb3%dP(gtK{Wi*k@oEUWWQR$Pj&b*lSgk!d}7uW9jbWbRf{L zflHE=#69C>j4{R-8iO(KFG%E)WF;#}vXW%Ak|arztgIwSYb8mtk|ZlxNlKEHBuSDa z^^>(p)>=uj&v(}I$Nia^dtMARXU;j-xz1&0Idd1Ry0E2t*lyh1Dv$7IIjgr?;^Qz2 z{;a~I22_VDDg5>ydFh8dx1N6mua?Lr92*X|hS7xg@!N5!y))fOoglZs+sfi!4baKZ zn;u;BKE24NpGgbu{I$+@cX6_o+I9W}ZdIcH=)fL#xtBU8*G<#hIP-7bRZg3jHq71B z6>Z$EbCVEWEq@-r(lN8q&72AE(S(g@L7w}f|0{5-pipnTd_&!$sP%^;zen_t(u9@w z725~ZJM*8Cs5hlFM$$h!HLori++0xZbH(Rw%{*ln@O?Qfp4PIVJoW*)^e)D)-oHE!taTT>k|Os&Qslgv6ysn~+9G)MXp&yUB)@CDJv7NZ(?Ewrfk_jeOO9jD z!?iyo$K+d+qbhuz0520o$uX@@a-4k-*21tOZ@^ewa4K(qNE?{No8RyxJ-gg|@^fBW z8IAZf-1@3+jLx?IGYV#{myefwpL`SV{jWT%v$9xvPj^q0!_q&KdZDgAy;&3gqA%;1 z-JC1k<&kyIJd_&8JIS~|-!P_|6V@8+-u*f^3o~@f{IO9iIAWjhI(MPhrn|S=I0jE_ z96P?H3%h0L!On<9b(=)L`%?taP1M^k0`j zv|f8VIB==QNq3`9$UOY2!Z-J5z^{T`+r008`jF4w)yMXlBeTV??{@|VgHhX#d3oH| ze%%>^Wg> zm=1$F!i$=Uo2%D9$y`$E5MrtJJUX(P5L%PpN`q@#S;z ztRBA3a{l{_hhQ2lIHdxwuCUYmC;K+%>oV30Q*9Nj`aUN%XSIwh8HP-I%GFkQoPt#k z@|?``CjSc_@va7RqTTfDt^K!5`g^={?;H9IOq%2EdAQSae5%*r*-rC6kEyTYU<=^Z zTp#nKk68}8`0Y#U;A%IwjxD&=taUK!E8Q{|@T>~V1#zoPzE$o%_a@wU?te|2ILvE5 zwy905u}8S{M%-$ZoO}KJn0<48OnoEY&8>o1cW*%~_*lPtheCbWbm4ys^{^Gis!xmD zcPfsZo9*d5=4VpgeZMG1t+&^?{@=lyA7QAxS}5l zN7A8C@{Ep8n3Tdh?=V77pDy<$1Kgho-N+j|MNX>cM(IYlMUTreK9xH=S&z!1KZ8Tb zaUOq6#+=q0*Tqb))V|)O?e$-tyLoX0J~ro5<yhJ6iV z-cQowlB6#+DW+F&r^l0G$P-C1d3sWun3)tqrzJ&?-zUYi-X6uiR&r9T`8pxXnTV+e z5>fPRB2tbfqL%k%Ka>>X|C$t)wJMZHXoYPM>^qvW(!$~xq=ly&$6+}e$2U8!&DS-U#_kRxp<=PvJFBHPg8|Kze-$zhGt z$NX7?*i<()HVxC|w@ueftA??5N<(?;hLO=FEml9D7L_k-dKr%Zlw&d04N? zW1UC8b&^xaaJ&BBS+VD9^Fw&G2%o9~tG2qYGAq0mm%163x?hHL7O#D^ zeLr|rMV6{cLwty@o(*G`Kkv@XW<3h)lKF<2fz3R%caK8~Ef#L`CQN zNV)X!*P7{lY$v&K>sSn1cIwru;6(fKTkG7S3FQ&i?xFSg@cTEK{lTG1pPC_hboRc} zGFttA#nzT5g#LD9s;k{^RV<`Z61>^S7!eizp8Y1f&R#X*k4o_edfBM1Fz=X zQ>1IJD7Ic-tRL0==j%&iwM@gpr|c89D~rCnb!0tI?j9E%wNA$SEuHRiq8&2r2+Nai zSYX$9eaASi|9I-ZbRn@(cbd1cy9qoYWeo5~5KRz}28ap!f zc*g$uGIROMqT(j&s&4XJKedw`k$qZ+H_dMs^>C?E?zZ-LPlm$WZ?EjvPT8pb^xeto zZDmeN2C5II zPSJXw(|$5%XU#=NG%Iye#6I|q@T!$tjX5Pz?ek*yeTwbT`uCyX)^EjwHsDP(-AKG? z&DwL1AuH*)KY4BPRFzoguH$0PKMj`B|pA@Z*C8EX`3Aw#Q zbbm1sqn0M(@ZyA@)db8-;3B?WNmA_Sl@!ZIB*miplVTptcy_Y0&k`z1tk`%q3#Op@mXmD@$%l^Dilic<8{IR5%n~Hn=h6gu3IR?Ck zi=8k3(1M?Jl{unZ*~G&#tHpdQbHj?gqD7}=wr;XV{hnROR6B+CrpK+}G0XJ$?2GyV`$V@6o1-Jam&-QA1bq=uCHWc<-Iuhkjc3=nqY!T9YiA zIV;w_uDju5Tx(NSYm#b_98HpC(6v0>?D3mC^TA;{X=CE+{bWhwVC0w=lt~@W`kYi*sB~rx0kr_ z0zN!Wl`_!hdThJX=l;>_%W1@az&_og^SaBi+iTu((#{|)c*-twMIX%IB>K;;^89D` z?4QwvLvWSrNb)uE053Q-4A$qLJqVt zkL$m(4b|X~-1;~l*Pi#4CTBIlUUOTYUwx7;(U*T;6~@dr$d=p}EmVH^V0P zosS>Ojalv5#F%^CoOr8ERIjbGuV-E?o}L#6-^+8?T7Tcb{MfZbCzig3egg~Q%o_zU zKcg@P{E;3!T^OBjFM{zr_rb-n?Tg}A@Q9pyc4_Q?vD8h!vY2wbEY>~Y=RJiNbP4Zj zPdi?PeU|F7oBE+j_FW!1JgL67bkft*F~+pihy13!WO>g%)jGA=Vabg_cFc< ze)V2yEaOehoa*mscXC0o{KomEk+ZoZHs7k}{=$-2|CT+==jCaK$KIEz2kdMwG$Y?3<;_|Q!-<7zn4ogZ~6toluopH(kuy^>#f989?P zmxwhB6ESdVB0Aljh%WahqSvDd|Gy>p>4`YIG7-bpC!)tkiP(pKE&L%7lh1=SaBfYP zr06p!DT?s4o@0_?;#ipYTYs)UV_|L*eh(9?!>4L+EHlY%kR(}R7&QYYgj+kl#nt#} z*>vJYKG>|4bma&1qB+6r3wT-A%a*;$%c?Bjz{?u(hq`VT+SN|cV>4NY&dz$#rJ0`k zhtBnC&HvHMcKoY{_4=6=E-B}^PuH1@W2NW0t0UVme;-Ylk7G@37`qR_u1Jdm3)5n@ z{pUV|8%5T;?ol*Nk6QQ1Hylc*uNu35r(>o(BWf(t_HUbd3~r|omyVcEB3zOIM;Gr4qxbd|CL)2 zCGrftX~KKp)m*m<*U4qUt68+%sRDlb5I*|DJg6o1pV#A0bYVsQy{GI#6&i0|6I|*v zZnhI%{oNj+9O-2J40#QFZXcKhr+WC@Z6DEw7vfSn7;07Q3eIn#*G6YddpY*I{>-kS-6R^b%h~|6Y)EXKP7aI34UesG2-A(58Flh>$>PHuj z+{%}#;8y>n|Gt%Dz^_hRK9=ces z`zU(w{eoCtpkro)Jm0!kOu9_1Rq~&tA(u@?xCI4$U0C)Z`c4kkOy8q8MH^zC5bJs^g!_dfs@s z-2^=^I;oais!t&oR?TZ~jw|EIKVSK?ugx2)nbuC{3vIVsR&%Y}7yD_x%I%_UQM*X~ z2u>X>k4kt{*W2{X>%1ABN8eQ`kL};ka~|zKf=}Dz@>i9)o1=$tTv_xOQWm{>l$rJF zQ2nknCM+;Z=usL=T9iiHOG;zn&n0p46aDs2m*7Jsv9(@F^nSHCzJXC0EsJC8f822N zIJ2uLdcuZ|4si+MqX!=iWna!>C@c=5ARAdpaZS*qr`KezZ33)DDOG?YX_bqxaH)vIxDJ!JYH@ zRk&1VxVGtIT?}&a6`9kXGN+a8>^E@2-(>=~JE%>#H*o9sMJd}*i%ffLwf0y7t!H%aB z(fgT1tiz+GUz><--4ZdcT_O$?CSqubmtLR!>qM--H4zhkm#{0Fh;8@6u=~!veg=MR z9+!w&cfq&^Vb|nDbe#s9W+dYH0ywtZ=f9GON${%d@38K3{EQE_5{|9%ee}h-Hg!vi zjKMhIbX?GUvj09B^J4Q&KK%Hb%@$!+KXb;e=8Ki&QMb~Cn(>uC2Ehb)MH)kXdYoD9Ym#0U@()8G2KPQDI?D>uT99gVQeD|42 zO``LyO=wD)_v-d@`kNI#s-XF~V7V+9~tL8i zZ+p!ti*T~pIGKACOYAroz^lDG=twicxw2N(2AC(lKtt~F@?w4LUF8Ot9lj0hIe@FIfd?y7P?og6RTHIEPbmeW)~I5fyawu zMGs#4{*svSU}+4!02i5B<_=YP9D0SmdQASi7C$LX|H@Q*#`+kJ)#(^VKkOK(S9Od9 zb_a*mx;*CVPNp);4Be2d6I8zkIels(eu%HQu53-Y>T&EQ2tyoWEsH=xb$3I|JL_Dg^oY}YAR^Fbmu;!6W?spDPgy-tZp+=estNW|D8+{j}kyviwqU*)u6 z`$W|1h+_qu=?&YiPej^~gr9Xf5tj8Dnurp3w(s|e7(EsrgKPEhuEEbGV%j^2SpBy| zEZ^+)j}wvce~H-Qd&sJZU#0rqVCYeJb>NTuH=3}=$8_V_q?pwdKJ_r~94U_>3f*+tsa{^9a$6bE4pxRM*T=1WnL)XaHdWQ46&c{ zLP{JvOdA&SupV*CRd2(hE~(LJf$oM%4fQ_Dj=tfMl19&_;e%<>s#~L|_t!?zH$`8= z1o_c}>9P45*@jh(qi;R;bMDP>Pb?!c8a2^@rq_L=j(3^&KFxUV-7?*Mf?sPg?IUEy zp8m29|Fsw0)6Lai>rK9ixAl};(f{XmVUGO52p-m59;;vyAN?Eqfr)HhRSlliKXIr;H}tj}xVu3#4(3Vrb^o_o(X zdGEZdnitC@@Y@f{Bou6t&w7@p^@J|b888Y?jm52Ubv&f%x>{-fa4bGnvBxuYv|Rhk zwBj+@2fNI3NAjvx%Pf5FhD0lw(4jEu8C{_t@Yr=(?K^4jrkpHx?fbm7TSBziow;&$xptOv?Ofwb@|}yiwvLs}Tf0|8D>i{iZQ&7&8hMLM z)uY~DG4rdcCsg)x6+ddT{=F^zb7R+oxpG)E;HUhm6S?wkatd~tM_$z?#@*8*H zK5HZQ2B*sMV%S}IalkCF))6-+s+t4-m={Bm^P_7=_r2g%;)ncL*QtPCRS=uMD~P>O zXtqvg?Tv--A=41RhAr<%MMe|nbolb2YPXsds$JSNC-j=D##zE8Q_N_iaqz@sm`dX}Ho z4|mGJrQ|J!C42c}X|(5=4|$(o{z0id1K#;EI?v4D)OdfF>q=ugPj0E4#`x{@F05L9 zLrK(V3a^e7$KIFBMIX|yL;rPXUmOJ&%5~6w$DS&RZFhKiHC~lk6l=dP{2vYs`-eH+ z$wVwT&3CH8H^O5o(`98|KkB(j9=rD@^aOheSE_Z#oth`2D*Va53>LM)m0H4`*09Cv z`$}mycr~~!zSV)Y>wFHgI$V{A+#3>ZqaN@c(3)g@*CM;FOUY&W+&LBI0dXO<<$q<+b~ zDY=LhIM?^`UU@nnzbLudmqDlKXFTg$at?oq%}Qv?|#B3?%JCb4xS|2pvSLPue4aOCN0J_c3bsf zH@}YZv3lBpcEA1z-@VoYjomP69LsYud`?ER`drUUc9W=jV-xqaWJq81*wiG>)U#W7 zduAN`mJfd?tUBH_`r3&;T9f}?-MwhO*6vwZG5rAly&+%yR=yQ2xQK^-3U3VLfkHf0vZDPRNc5SNU z$-Cu6R?EDod2N1l`!GM6zew*bfl*_1^bNJ&d`Ety-JkFGZN7bJSk*`W)%yj}s!?I| zolzJA_wuir`dPfcC=Ps4r0+|UsDEh>q$Zlyc~J1A4#eEw@Wu4wmnd^`W{GMZc6 zN&W9-v2C3msypPSp13>~EV(?sxkjgGO?|_C+-G>+y@qS}Tl}dtcj|hVP1pkCc0SeK z%|t!uTj|Lw+T-YUWjfnE-XKFYR0dsMYV@z*)*JS!`R9|&_4d}b!^bnvIZ&qSj*oV_ zEXJAvEHKkM{*ipx2KlI!e71$9QEy^t%(|0~9ckV-STFsJu*=`&5d7U$#e+XJe3q^+ zdDv57=2sn${JJ=*K3yF3ZY_@7g5v0TNpZ~FCzJMf^M@ykV)d;>QS*w5JZ(`-`?gTm zVPPDH4GB23a5rtnC#v;1UG@Xs!wVmQS1maTZ{XRowTU=FxAlTGi@Lxf9BLBXcPxiK z%!XlbYI*@by%?^Q@T1_>Nc`#`4mQbS`c*j9)i~4dydNfQ;BEDXSp_hw%-75qMql0m z=V-)L_u*0x`I>WlANz2!9O(zul+k0kh<>`W&GRJIap!IWp9)`B+WU z?6S+epLAcff1^0I!A_wa=*g4iN56KHq8Mh)HYYqT^WI6v%nTfBT}B+)<}Sr~xK;yu zI``U2D{Hu>}t7AI-()m_B zajS>$DxJoo_~yIq*ksF6RqQ5DrR`4RSk+_`_Q+JVuZ%;?bYU?Un>JT!ye$fde_hB3cXx!-YqoWUHqxr-308Qf1y-< z0bWh`z@0$cs`HDy^9C{oeDO^Ua349SelVsdUuh8!{NP-klO5!&V)ML&&V;`qNqHgC^qiq$$VlDXFy40e_Rq1ca+$ z(36rkhz7M@E;$ zA$iVCyr?~Ablt$GzV>6<{tjOC<)7>9$}8tf)h&&JRQ#$s?RQbB-kcKm%u37#wf$S&P;$m9Y!Uh?JPL-S6l{Ob%6`J;Md~)p4$L7_)Cj^^XK7a$9wrYeQ7;hYt&$vhhxngo`|D& z(wsQfl>5C8ruBNv_cl8beetZVZ@{w;6LAt|jg*TR+Z@O0CjW2?ZpFj;=2hHk5AAx? z98*qfhP>9~-^tX^v?2k_qi+Q9GH)HpaqPx21ld!ha3xisM~ zIM$%FSn>BX_nsQb1M}VwH;VpOq{p&lvRD_o_4V7vG0u)o)gR?ZtILqKz_WVEW&O!M z^ob084Ndr5?iP;8G;eR}Mq5+2lwj1w6}yG}_X@5BvleE-tQ)do(o#D-4eaPVO!vJE zlRT=dk#)zZmQR9Xx52Q7@U5ltS$wRNCVVZvRWG~F6?b&zz9x%>R}Hm`v#mNk*H+%@ zUOqd|s<%A*l*{beOwot+jJe)ynobU(@^HHDZk)*@?;#lW7kT$JcAKBJ3%HhFbr^o> z+}n;%W%8(YzH0V&RR122YJfX7**dJ29LK9dWIY+dGUy&E4$tc6*N{+TBrlBP6bwV&@bOXr(g$r>N=cJs9Xj+IOU;!d5-_cs4f5_ve(xDW8BH}p)HbB=tuL>>Va-&^8qnE(A)tSh28 zPS4e=YX4~buZ!(y6#sAMd&+vccxh1#9dBmZuPEj;aR-fN-tkpo?0{93$GJ0fbzv;4 z4?7z1zwx96eDf&}<3Z2xk`}?DDR>S%sY=&vsrZ;Qc+rqvYv5zjVNYXx40cs&K~H*g zs=zXy`&oEZ;a@Fnj~l_Ofmh;BzV`5IV9jsf6CIgzBRm>N|NR!G4Nb^F%WTnvtL`#; z97hBGLH^;9M4W)3$qRfR{`6)Y5NCPtS#@O5>)@~YApWg?qN`3o*@oOVbd(;~PgqpX4vIS%a_`40 z)sG?l^klv2p2aV2Q(VP+e>x>rA9P>3X@fX^pPAuT?iOB=8q@e#3;(OrZ;;#d+Zx7< zQknM!G~roYetq33T#sX=xtTLMT`ng*^6EB@yaBxT+Zsog2j$=2^7y53th*Ct9dv8; z?j}B0SJt#lw=3it`Ze`E>-5{*G-m2fuDajs(5_+I^War`+0n;o!=L0HXu{}&(VQX3VBgC@tt_= zNA2IVZ$kG~@TSE$mHfdzxy~w2(tC2EU6z^&zJ_wp7%P!Kg=Du{y%3*yA91##s0f~dN!Ada3Y zh#tN1s^vWP)}yYsXnOo>vxIe^VZrc7cyw-!`V`jv4bo zyXc8$je|pHdF5yO=;(Xovgp1=-|!_J%n2^jUBplS+H)nB#RRTh>@(+E@nlIPCh@3l*og!GUdYCwg%&j2{$o(Z%24oRg>JJq6uXiHcv{5Lw|->ugJas zA5AEWb%=*`W~_beM|fHGs4K~0?Ml|&)yqEgANcMc>Ex=dx1qb!WDF7wqD^Edz1TUJkr!-_rhIAN$Qy+@ip*Dt|){CYuQs z^T}_Jld^-e@v!^OatakaRV(GHy7W8OrO?){-`p4B6h75;%eg#z**|z&7wG_P?JmS% zH*KcCs<&Ij`hU5>C7)0>ASc$2#iVNpvx?`|)@U4pBm%^C1SMLi>lzU~d&ZvslX_m|)x7rKi&?x<(6g^z z%P$3ZKK|9eFcz#b6FgZMn|kt&%>*;kWg*8_%8!jmy&Syua$M&N zy_$LsHg}XUm(^TG+pU}+E48t`o5=Q^8(tRKmE0h_Oy~JgbHB$fi;NF>@_h87RXU}b z;!wYo#~57*lfJbZBcIUqt+sI}6aKw!FIhj$3SEG`e<UXF-=dVlu*KsrY{L)CrnX3P`#11>HH(K`MemFa#B)Sao^4EA(VM$a@!K=>48ST$3 z+$rlR_qlu)9%-(y+TVLiU70GpD&;uL*H4j$S58#t>#|!^=Z}!yF zdhc&7j3WQ8-8{M;t{poM)^_u;wvOi7bcomgQ9Gvp?D=0Mcv$eJCJae}K``qq%vuVs zmS!d*6;@@!w&tzqICwQHpB98y!_5f`_*<1OgISm3QS{&>c-4U(+z+pYz^e*=bqKfG z&A-}(Tdf}n7w<729LK|Y(AUQ8CeMJMcvY==@NNk#Tjli?xZ1~X>lz8jw=kX>{>s#6POWi8`J-m9+oba2>n4Arx2H{$BWFyvub*DrVIOS(A8ikXNaA_9r9VZG7rtK*UvDH9(>jP zRXNdWC+z23f>-s^iEQpSiqHPd8?Xz{TK+Q+>ky5&UFJO%PThuEnfG5$MlT;pMIHe8<`dyc~kqy>M4i* zYjeJ5+D7lc`8wCw+sovikK&8{Q2xKW(V1>or2ojz{|9gC6}isLvY2 zky+nN|7Lf|m&quk)sR=%Tg3M(ip0jEIJl%J`aD{slbN3ft7^4?Uv-P3$iHJc-Msy^ z!kEOfD!5Ybz25<8U+@BV)ON3|wmzHMcDifxkveVwteXd--i#GlE(TJr>)nlG2S5SG16v#!InHsEzT>Buj5YpvwP zu9tP6B0owGR(MzaZ_~Xs6vr|jthd+Ozp4{GYUppsJmqADh3x3TI+4{(SAAc* zg^$Z*eJt~y=05dr-GW`=4kC`Vu!FmXqwDLPs2>}S)Q@iEat)8C#EC<0++TjKyJ5}c zvJLZ7qx0cZ-ebc!y|iJhK0hr|^(AMmr3tGwlEsBr*EVuD!9KLknHjCq%~#wi?9(`g z?{6HH+w1dtn)iN6?~EMj-l_E9<|dINOS+ zbZTHuI8LvFTVNY6k#+AOZ#4^Mt(41JC?{%8ct)0exjTgw+0b77@Tr^RuI@AwthhTN zceQs@bDbU@7ucP-OomF9VN$v5RR>sgtNiDavJB&Jud#9q@9Au4VNPhLrs9Uq)Mxc9 zz^gTOm2=zksB~9tTC5xN9eptWap$HrZ+(p3Dw(QNFXLBl;aP5Q4SCcJuBY@btjmc4 z{R@j_t$JVW){Pscn}6oH-(nUhlip8WJ$tPz`tgcAW;-%G^Im-QGtcs_+^0#S3pc^0 zY875P-)euE=hNxHEjT5Fl~D`3=U zUe#*1bI!!sU*YrRrL zgYbtxqWwNDjHN%gEl~rXDl*@?Q}^);xWmz+nAEyBrq1y5>vIp%P%B}=xX1YH_I^*U zFN-en16eEeLY>fgb+|m%+s_-L->yi{T@^hDTjb9-&~}Gp&(rF*i@CSi`QxKk;&ZK8 z)h=fFm=#NOlFB8_a&vXt*YZ$n%c91oymR@fL%%C`8(l}jpUY#7%tX3e=bo?R4QBDr zeqZXATWJhvBxBE$TJ#=&{6(B>6HLyMw&b3B!| zKJHWeigq4%AFr=(VT|DY6})M#@d8c$No{*WwPV@w+HnAns+jj}=#1Cg4|iUIH_ym6 zOv7s)IOipuf) zKE5{(%wzZsxY__1ce6ilsJG!&<)ce=U+5wou6O2X zp8F@d08hcKOt*o|3U|H=w<^oK|Ay~ASLgd@?t&%i$GjHxVKhKGJ_>>h^UP z`WanWG~r75_n8Oy@mFTq+p`NT|9-ri4Es=+#m_2umi{|!MrcQ{2mQC^9=cCHbdp;W z$NB9GZ>ACx- z1+t*0%4dI#hxN0&@j9$h@v9Mf_j)`+7s9S8J!P!iW?t|0 zgS_`L-BwH7U*310&d_!4EMF++dA+{kb#$PPnCv@RM`!u<69@6DW_+ns9Ey*=cryQd z23~cSEJE<#JJ5rTJSRii^tN&yU*d||gFFz{%Ge3IGGxxiwPzQtF;=*Fxr92rk{F&qA&kN;?=%WQ)?34J} ztvbQHs}#R@#Quoc)&{gtZybMoN7*j*{r4fO}N7P^(|y)Bndgk3L}$1WN3c|55-OXS^i`RGr!jj|8ikNHbG zImdQUt);!1ayUj$?rp9!OBQ{l+1_E^dG(?)9lLgBXXlT%etL14d?tSiry4IK zRdBJpV!Z!3aB9pPIZm2y^-VCU6WroM4W#pCKW|s&Wg2gX4(AWtfL&MYZk2r^Su3H=l7z@;)^)lB?q8N90O?LF|S2CT|zCo5I%Io{P+2+^;buj`QmvnsgN z0C<%Sug21ZeFn)qz^h?*!m_(z;Qz;~G4N_BoZRovIti;%|HkKk4=(+*LXNT`; z4}R6&-s3=-G5o6iI$rw$JrS4c!qE-bdy_7jt#)+2)|YzP9&`iUqjFf^RP@e2OcVa4 zPIQrX-~OGhtOoAw-0CLmuDX0CcXS?sSvb}TnAP)Fe5^A0hCi4Y?$$-x&K~qqw^pm^ znwi)@&Z$8h&4*c!r0VXJZ|Kxe&aENt?s2+dOuWI4&Reu${YH`Uq}vq#X%sd3rbpXX z_4)DMJN>?KjNPDbrdCFb=x$%v{P04!>)${!w$peVu7WdpgT;tr;?+ z^J&HL*>Vlt?C6*y&RWLb!nbm7&-L$4h9*jefDOS{=#qn(L;y&cG-l}{p7H2 z(D&J$_G>HS&`_o-J2!UT=D9U6EJr>;9(`$EUYsq=b8jFo+Fs+fDL%ErzTcwH@}gI* z{QuoJt<}}8-?;qfzac-C78OMAT)vdK)Xq9ZGBrgp<%?q7C%TH4@^Y@Vx9jC5d}PG@ z5J z$4=So^{GJV(e3cH09bx+BB z?jC1v1~;2*hp*Z?TOd#2xEEIa&fnYL zvrk42aA*}p7|0VTj{+4aB3Qy$-M%P=?6pjNGF%Tu#I@qTX1MaBC0I+ zam&mFUxhZ+3VpZtXv19R&VzGyaVI5`MC3C*<13|_tJ*2 ztL&e&qFh7CWV-Nmd)P8qqwDe6<*yF%+AF`I6N`s6=ail-n(#nt`KxPmH4Nls-Qk|k zESR+p@7n8r1utvYLvAN-H!rM#Tipe>7S)SGTfMAOKX(4syl^ugt4T_<dErhFkOhD$l;9g@0SPb-hk2+Hl4R+zM75|ARf| zcUneUI&gfJ-eP&HA$Ph7p@*+*wOfGtJ`-|RgP+r_AP<_$b6?BLn*5!c5Vi0u`Y-n? z9P3)UIdY^GJAeZ&%hef~8|`bgiD8S~VAi8I_iDFmZsAc)q6Po%?$$r)!1Lv)^5E5j z`LX@={7C*fKW0@gklXWneNIs<=B>=~GnM^LQS5&Xe=_%4d3|YQ{;l*JXR+(IYKYn1 zcQT(J(o9R_jbPGp^ZH2x`RQhr#9&~A0hVrVO!4daLPM5DtG@W%mAVmz+TZhc8q)vVOs{GO z*#!C3O=pVX8INtF3K7> z?jAF~rTFC}xOBajC9tUt-0x@}cwLd-M@2C&VdrLBVVs(#&)z&^d}d)}A1nCZ{j+cA zzwRSoRo{a6=E{N?EhCcF3y*;nYsbTq-~0K;brz21Q#}VeaGGyCs;z+;FP`I7XK2TXvrP0i>{mK>+bY9J06pvs`#4lZu3hp$=6&A zf0l2h_x=voK7~)aecb0f{v*73J3*(iXgryPTCxlKf5z#4fSdn-eV!kAkzN@eclfBU z|8IVMik=sTiG%$2w01P%18%Q=perlcypWeQ^_6<&F!kN(t{=x^D+k9!{u<5+r~Y}TyC(e3@lv8-7}WIlsyCGvCwMM=Q5k9PaG(UOKS` zcnoXice=gjk??7thrQ|k<7FW3Yv$((AA8mP)lcNPzHMgi)hssjY93qeZ5|WlAeODv z?eh=*E}%Tryi#OR{6(sBAY*vtybaoVGHfJ^1h|Wg8Zi%QZ~SiK@H# zR_QHcvAk9Fms`fPlkP6J&k$X}Gn1Cgp|t4E1x#r^@YE5=&sx zl;TqVeQ_52rB{QpSUVgR{Mr7=OK>cWPfhdH`++`cic96gv3V6aB)h&3m&Wp6?AF1m zF{NgKE$j`yD--T>cR%BEpDVSWTN-`V^U3y=>M`Rh{gbD3!rl6d_*;dr4fk4fv<$Y| zC0=2lZ$No;-&`Kw;9%A6)q&@GIP#+0W3`5}IMgPOYDdiPXuXu>v>trgKMr@or?%c$9Ibluu99#ne$>J=T&pq6qI0+A z$Wdj|h(F^}`n)QAKtDl?=!T8nExLi`)wG_Pcs@?kS9IrG-)Q zlYaZndcsx}#M0?@E{7Jxw9WcX`Zth)47Xe8_XV z@vDAsdwv7$N1F|w$uoyRV=FLe2#;wPJqV+6;8x$8XhE1)?Eyae44C#b3|k-rfioS1 zPc!$?i|{4qf+T(B@WoEefqXu>ta`df7T%PTo)l#*lJqVo@f>79XX%^yy}iIr`XXT1 zfGR%M4&jIaFszRJePx}d)%DN#niczwXKui?W+uh)FYP}!mt$C~H@+r+y^0%RMR2J@ z9sS>Rq7uxi)U!@Z{jED<_qwC;tgOSAZiqE@d-eBt)_V61FRT{>Wk@@`R4+E1kaOr& zKUS@*AH(3)rrtV8m!(9flPPf~8bs$88rZ!}jo~BRuIFQ=p3le1r3e4mFphrJFlv;i z*~v;nwj{JqWxepmZbS<$UZvsj>4s{>qXpTNaD4z$+4{F`Pm5I4)Xt69vF zL0xrJj;l6)Rn|O~42D-vHIEZpn#aojG}nQ4X{_pjci~%GcV8M)FUodHJ3H#(T3ye# zi^GTS4zK2R$ccILb7Hw%LqB=ZO?UFF-j>J8aF=VCo=|4UQM6uulox;M0v*M8)`63)sAueWg?fC=|ou~-@O=b`Aez2JYLj4^n#}0G%)EDZ~i!J=)J`}ZKtl7 zQ?g2U&8ClF+EryS{mL?4ENq&|50e?Fngx?CEsgbQW`!+E{W+zvZ;-q=4}9_nyDnyS zhacxJy{X@BzqhY9*MnsxFlsU(gJH!HxM zW?#Z1uUVoiQpc3P(^Q^Q9u8Q6O^K)A6P;JF&$na zk&R!=Yg$de)w>X1f;m09>#&-NH!ZhU^OF7QXW`Cc_5dG{Nw^c zDf400L;976>XI-EoLM9*dNb`eS>Ebi?|WSL-#v0z89M)Zd;Th4f3%t5L>%lh9a~j& zIZtq_=P1tA#SNXSVONOrCA^b`{L}lU<$T z^<*>Lf}U4DHvZ@aSQozgLvE{n%**QSzN$XIvTCWZygglbAK!gxD*c@r6Qdz4YZygU z(&EfbZbGj~i-8w6k^yxS`ZYHTtE9_qrN_qG)Aa(S$JuI)P^4vU={et5YX4W@l!~h-60gqRbd{iVq(=_lZs2$kXLuez+TcEqhW1zM`+R zhPh!DeOR6qN4sZ5&MjFnbVODh;df1tHJ#xm&(@jx03XYW!*Feo{)g<9S+VNFtf;5c zbgY@Z)OTEx6P;$uIOsU8MGN+#1xI|@GUnk`>Cd)u(?gH?sa7%RDBtQA zFX7dkCh#apw-vnVtD|rC^}3JY)^vR`Q{LufRqO_y;BB3!OMzA#e2M*T-Sfg65vMLPReGUbpzVm zZU(<>l|O5P$8_IE_8stS7rgrqUk(2Cft9ir*@*uTZ{H;Q8Pn>_Qa zGM+Tw>C^bsKh00q*rA#3xiS8|ZabH!U7iV}YS>v$Es8ZTEAdTXtbft`Vk`~V(SA+E z>~9;N@Tr2>I>BDkEd@Llc$HBgw_6~?0i)^{MB);^M^fFK?Zl@Vi4Vb;_KWGWm*LV{ z83lON7eC5=9DjO@j>Eww!lmPQ*Gl*{=25dmTq}joRbw>`_!l1gI(aLfJCTO$%KIAg ziOl=Abli_{D@`A11^2m~zl1Zb-QevD^u1g~yYZWj{b0uT1+KMC&w?D)yhZxq*ZcT? z%T^uK7x5uXT7i2l(W(4rST1Ox;n97w*KS~b!645tMAKWQQa8+Q{C9nMXur5 zdeP}i8Peuvy+e2TzA96DKSv4VMkZp?&BLo!6te4pWM`uZ&)zY-LJo;Ms{*T zd&>=D$@^|oG?H-`ofg$M>rPJ5@qT+FH)v(EcFVxmN_YP@owiMnUVY?87dMU$Fe|G~ zMs%H!5hp*-kY#TYy&h>2JLO5Y<68SpHF0M)Gp2mtUPT%{b%p--)TVLvOlC}|BoFU~ zMcG45-J0=I{-M|VP2-qseARz7wbKN{>SaY%6FAiZzq*u;bg#8$PF8epo8`V%R`j{U z>oc2uAaQ^L)`g>0YR&_QN_pXR`|mNZ|>7`>+@-_xD=KevhlFe;~g>nOR7 zFI7nY)o5+!o<1yZ9mDc@gv20*|tlgN8)B1Vfm29i-cYd!zn8fonS6^f& z?zHZc#CBc9$BK1@(NpkbbPD~~QvW~}E>(h8!KIxSmC9c0Zo-Sk;6r1l!?1a<1$OLP zZiksSwT+jQdL1u)53IwL7MU+D{Xsw7t0j7Gakgvu@YmRR9)QE~ltzz|XL`_0!pR;J zWgi~*SXm;=<4(+8bIGq|%6)%3D#6G@?iO~ZANQEy!ML9MvpwZ}sNVABPsy3XM);wtcWu=|HwJ^tX_25zhhHdkD)|YaeyZKI^z?=33uhl)XRc8F>2rK)SKp#I*hgno37p9_0DX5wI5@u{V-YwR<0BL0;2#X0Y32mdMc2Q$PI z_!@1NRfB%>GBqVB2GMs%ZgD&3FZzw)&g|Vu(fqvR7}Of)xmRD+pOblJx?gxsBeU%L zU6ky1i7eGAJApp#C_k!7Gap;SJq$QB0$-Zp>-2fw*ZZdq96f!Lr@DE#OZWS~b;sE}RVQXV&Wo?WtGYPVO?BNw zsT*6rvlHEx*Z#0Q=#TmDE!?9Ri(`Gnzmj*KhF@)lS7U1Mu6i_x#5ng=-;yIe+8{<| zr^XaK>+GkgF|1|7IH8Ah(3cIPXCAzok`}}Fq{WD)cvh!Ieh0{A{RF$*)EWGyTdNn_ zFN9gEo@^Xv4mXY?S7f*$XLfj&pH-ttbfXXRdNqjy%WD^I&t=Yd+@0z6A2*Gx zqh^kH*~Hwen12nf^`QQmMKt9uou{9ClNwQgbuFBkx$jNLOr>4uV|FflC7Clw&nr_|4qtZvb5FYiS z{iZc-9hv9rj`^2vb=+!Ukz51Z%4!G0yi6~^uk^2HdjHroT`{-$JlzcgcwDJ^t*YMS zPM}@E$?$5pyy&>K`t|gypPZW)hc3#Ge#7$VOj)b0?rgoQn~DZJ^yfnT&4n?6cF9|Y z&%l61ZO z^?KaLykHgqr*;o7GDE|?E|c5OJLgLc{YB2-V=GO4@)O;JFBIw!DvX1LIu`ip`(MMG zWE5uK$V+eQ-yWYjl7&~*#;?xi+YQQ(8lU9jgZXay>6ETcE7mE9+}*Wfz}ea{v$=g2 zTr2M(xlKH)AHQikEjQ*Pe%1$g)Vutxw_w^kI2H_Bz|*R6#E#8b{EL6o87?imjL+1L z1}oN4+Lg|u+cx#&EscONvy=GcI1a8eHtpO#@|J;cX_;NWlgY8>lzS5I$soX)`NQR> zJQDD0bw?e??RCTaMnC(F=6xOD&XqV>iWy*Kdx4#kqohE`)fo4|_PM8XzI~g9b>eWF zI&PZRiJrWwiP_$6EOV8l8#&8OdpMT*w2#HLde-y&_1DP)Qt`Y z>&9ByhU4(+&_;LcQ{=CHS05(1U*9k#iUy|GZ;~C|of7lUHz$-IU2=~-ohRJW`L==m zvQ!zqRK51@>d=Lo|I{!hf8Wr(fVAkK!(qTW9S-vEJ@KruI~w`_DLszfVK4ga^r-pY z^hoH-IxCx1a(+hazA-~TO-5utks(u-5u<9lX@74M``=9>rD4aRTp)R;+?=^}SeM&6Rxk(R3o*I$^Gud!zZ`>&>G} zLbrpQ>EUCtrFIUF<+X?t8(Tz;Iqu!`G!K*sZT>wi*p~);%H1u!#c2&%n{leK zU|0J$!|UN#_|*=*>vJl%j$Llx3~AUJ$MG>ITj`sytMi{$aYVn>+7f)Lr_Rya?L>cG z(KD(uMpw+LWZ8CjHAYUfBs(v*KARU^FQ5TO<@?#u|M^Zq%=rYzl3l3&a$yYibDUP0 z7TZzc|I2eTzw`orcsAX}Q`$X-wi{Jyug6W(Njg)^`*wT(!k^%U8R0S-Z0Ggxi03rp zQ(n|375P$p3)h->H5~IX^^-zyvN%|ttP9^Jj(`vv~~tMU(j zD~<^(=(acH1>WTm{fm$GGi@jHwUVE|;)tD>1I4njdbA#vgYt1}bItLZ$Q$h9FY%Ld zaHB5x(@+>Qe+F#%Jr0!vlRqzXGr2Ivd@Dn6miOHf_Q*#a?B`=-T=$Oi@&Q`z5pzAe zlU;hsl3lOkWhl;dm-%03Se8}fCOfZ+?psv}@2YIC23BqHH5dK8kl%o}4zg2|?{~pJ z@g~|YYbb2G!hU5ooVt*&PWK(IRuJjm=f|cG@}uB&d6EtJx~cPH;5Ks+&+lvPcH`>W zvE$>~a<{c(aVB5tDm-b7Jo+2*ow(A8I{Mw~>1|2Ek1o=aj5jSy&}=YjTzxo|P2YK} zyiT_t4{7Nb{*u0g-hcM?6YlIh%#)(y&c2%zi_bTwyIjtoC%$wKPW30fFQ3`#Yf&f0 zbgQF35Xa$*r+fu__IuwtIuWjn#J>hkf={^EP8_K>EbB20m%0LW!LiEE(tzGy@TQ%? zi`>J>m07@ zS3SD%+@GlHZkb1Fz1YZepZKa-;RUi+{p-i-r*)5hT|ZLGQrtvOiGpde4eRVdpGu)e z&)op)sXMt-Wqp4AXu}mcviR?V`ogN08paM8hd%uG(YL3`S<7V=H;RpR49C)i1v%;b zRsDYYvUXmCXAPnY-)tN;FUW}G8X4Z7!3WBS^qm=Qlr@PZ^x=>dIM=(n{yuCH1Kl-D zUeyG*Y7#YCx@Ga}%-DZZW>mT(Gji~*5&W*Pf6I(je}`i*Y}=Qa@_~9Fe#(pkXEJFo z{EW6-Uk0zPYZ|L(HH{p4a@-gAS!G_=<+AiQnm4-NGwOq^SaMP~gt_B#GsXiS*-w;9 zo%5i+Kw0@6m%D544p_CW*|=(UY>|2ID#x(;qLwjnW6S8)qLt2&R*@Lt2J_!q#h@c@ zK-6mO<_uh_0(;KDBD|_P4mFkUzI;ckSnZZ+6<9XJt%yFlj*GtJcfqM?K5u}IzJWMb z-hK3>xnXD7(b=!%>dutUa&xQeoAT`i?$#{Ni;Zddk@s+ZjG;SbPn28u%uKMozJ)I; zaz7Q_3l+I+c_e<-$^XaFy~o*H@81KLBuNr8v*&&_#>^OVGbBmLTaqMcawJL8q$Ej_ zG#~f`Tp^F?78gy*%v-*)@!}iYrSxo z9eQi)Z{oS4sYiQmQx0Dk2J;*&|Kq}t0h1Qbm03qmDx)t|;acNwr6)~;X^;E;1L{9I zQ)w37#f#ZjUfu5Nc$?0Ut@*K9^J!iHUhs{j=2n{O%Qd4TIfm1@S6;^>&`>bFW9szjX!e+qAeRoAHR z+LwiT@#cfRZ6(jHRXBzBWIRq+GF#k#4^KJVDXxzzx!>SHJZE>|P#(7)E)_KLeGB}| z?*_oA;nlop+xY+A!=HBAQ}(qU1q>|Q+A6GCV1{xmEG(y|7q<$HPT*9_%vRpxGrz2+ z=IdFvGz>edG%Pt`SL6N?exZ_(J-3AZ^lhhcnT;yA9WSdw|w77+1QF#y!o~aH{*?VHb=_ zS!EyLe`rVhnuHFHPJ882?T1+>@GP9@06uhTIL|p8isrm@ffp;f*fW2poy?=~o4aGf z;_fh{y?$LPk5p5=z1r?WZyLGOE?3-W%hRxHwmtT6Dym6sfO)&VcfNPwVBOfTp%cvO zukUvc464MboHyekx$Tqq8HUP49sn2r0}J8X*u&~ky8EvC)$Xo6lBJQIk(5* znC1yna9|UZ8(uB=hGf(8vXJ1S+b|h_1u~jdJU!5-6tM;t9yEqKiCGW()wOLgte zsYM(ALoVl1!g$I$~u?OKIP&4EvMJJ(encL{uHW)?_2wixfJIvejf zgSP&&y6jWj=NaDdPOaz#^zR$gY_O}A?3RNtYv~1^qo^!oPza`1x!z%HvywQ8(dL-F&8a>zFg(;k)X-38nV8mYO3g z35V*ysbjEdUx_(wylQz#7*$zfE*EZ%cDzs`=idE}z^-_^I!erszjuKw(+hZaF9;JO z_*6Tdsv-J)uhFt1_|&6KLf^M=sO@m)cOLR&y3>cSYh{xV*{R>>sM@8UM@Opu*!}-2 zSNW9RrP+nr6z9o>EuGE7;6hViRYpHMP9LQkEx?HmsN>XUTW^gGIa6TCtLBdv!Hwtf zphxj77*ct&ysC0|gBzWS#gl&U{2$QC@uNMT)M!@IzT*i^(c_EZ`8*3(yBOy6g-@_) zgL6!t01IJN#njla*11c4J#k1>UzbIye%z;ajAB@Wh0gzdEMEl=)?IO->NR_GPQ-reV4qfLR!|u zv@qSSiip~9_gU$3sc@~S_S;vdhYIy!%o7>*nP=ci86js~hRkD`f15Js?dryhVA!ph zauGB6B{IX&*XZv z9n1=889em*kNZbAl@CMr`i8!hEGw{Oc4%-{w%Js9HtozSnpMoLrfr$~S+Y7OjBO^5 zM$SXSvvP5a+;F;fURb#yFHE?X$K4F!;dA)fd&**1pf+fynDcD^=t2%)zy;#GS_UXS>e+C8ai|3DmxQHT zX^3x{e|m~n_s$X-bn3vNYQM+T=__Fs@9y%y%yH7-+rYUA?_Us3?NJXNy#NQNU$x-9 zyv}Uj48Eyf_%nOLt3|v_zu1?WMDMwYzC>fnSV?1Quh*96XP3pu%Z>?$JJ7@3j_pN@ z>KhZr-$K{ENA31Fom)+}7N=_aj2aHstlUrcK4R~@T5xbbbsMax+=f$q87m(X#%zFN z_)gdPa*UsjwO0-Yx;NJDQT(SNT>GEh(|>x7bNLbA)se=rp<_$fhFdLY=6rA}_hFbd zEjDy=?0iA))f|tV3-@O6E{rgf^O;#4j~me;7H?HUzT)}+i`!+(@w*LPy%9&>h?Co> zKiE4GGUn2<4#Td-@nKc>c;4H1y@z=IANg3nsu5!n!q~wHG!whP;>|*jNHlMs$Wsif zZj?9kQc~EzBPkq7OqNxf97f<-bM4iM?uXv`dWsqJ6gefSv~ZqM8GnuW947KP41ORj zOjroJ{;;>Af(L#hP3vd-c9Js8iNU8X8Rj!H!bJ0j^Ka)feI+A|*#*CT=Z8qj3|sK8 zUN@NSxkHWkSf<^Pbo%Er^y#YI@jh=dW`?1d#zC~{tCOgWXnOx4lA?i?T_%r?`alBw9Vmn%n6fZ|D7i!74Qt_8l_IGrKi~54xDm4EE3d`3uy7bs0VXo%=9&%V}@|r zh30Y0J1>^OSNW2BtJD%YPD$9DRvL<*mQU5#^|f3L#2;EU)XWI&dCu!^Pbvp84fiZPSLIU;9-60@Jh{*T?eBE4>TA34`0*E z=kgOA9ZzE#$}{jQUx4RWdS_WU*rALU5k9rlYdfE=-NbH%t9{?EM&C~Q8*UVEu3TAv zv9Kx`PMza-Sv2ydG^X12f^AjL&4U{_&-95hY#vjCJ>1IdiFrIYvV26%yvsp2Gx2sD z>N0vbTo1*8M-49kdN83JX$SZ0vuB-w4I}hJF z&3jO-fAqrs*-ThzroTw z=;`J9wS7v$fxa@NNBaFdHQ;91_w>awx>n~F<_B-)<;AU%el|l`eL>jYgw|f72MDjK z^Z`eH2)}4lyDRDDcvIg37&VP|;3NCtYr~Ybv7zS!v0=#Vbn~awWGiI1z@pLmaRsYl z!tOWSe=Baa50>FEz3{1-8))QT<6I5-pAyW$6x&yG2i*vkEdD%J<}Xj@pF9S?*lF`q zY*@Gt-`dQ_xhmG&3*4D%er7Pt$&C#usj>1^`P3cDoomm9u&Z-yIM5CLTv>D9Bg@^# zvGrxx1^*f?hL5xHurc`DSzgnxUS|PL*1v{-wewu%wPZDPwm)Y=T*%)XC)-$Na%m*A zzc<3y5(z85h=e^bYpU9CT#xt=nIv~+rTVb0y%g8UA)T*hcr3x5^~8|%T%x?*M03zd zIA0QfQ&QNyE6Mywa+otF*{peT7@M9F4h~BRYh*c`GP5)P`qVICZfas1?7%wXzz@3&J`aY}EsLhSOxtykQ5$M7MA(qIPVTO?RIHtM=K06ETk?vtjwh zLjLO_e=Ft4#1`9IW{*uXGlH{d?ghMvFVj`}^DW*{7J6+g3$@RNQ|I9`JN^_zzO;di~9zU_ABA@8p?u63cWuad{r z4eoT|+vo|82E(yo?mL9ubic>Lvg*5Wq;WXfa5x3SCUnL<>)~L|QA=;H%RU@w6K(u$ zJ_K0QU`eT5Uf!u$w5W;Zm>w^+xeRE0J zf2CO{wfVY>O2UZiOL*%_Lgy!OEwy^XO|r*+a-6Fd;vBiNOZ9>;uuDpBup!@heq%Yb z>cKnB)jYsE`cM4oFt2BsI&d~0LPku8xi2Qv!e_=^6dO*CqHVu})9?T+!Be)R)3LMR zLYC`4Qw;_O7M9YGZi?kggBk5{o>uV0{nj+~JKxvGmo|>38^M&R`_1(=jI+y@=ACXI zgshhX&b|B`J5Eo+#_we;e4*j#mtIpFc-716?Kr@W!ijD_^m-0?FKWUmJ@pD-@H#%# zFQj8l7lhqZ;YBIZ4W&9QB8Rpn)KjbPiJ0nv=uL<^o?M~$l zO$#YcrpaMR({Gob6_M-E%5Jc$()n3%Em@@__)Ih2<1>X@8{#tTEtRMB5RZISjZePf z=Zvta8t0M|KP6F3n3EYM;a+Js%Zi^x=dufNAFj3iM>`SCE3T(^<=BUf3pUrqt|nz6`(BvSjAu%IuTfzG*ovOW&|7j7rKX2xBjFoaWQYE0D|1>)xz@ zH`5-}Zt{_@fnPdpeaP#)7y>==x(TY|4){~NpxW^y*(Xm9)rGW&k#d$*5k$XRv+ zR?3ZuDdFRwm2_8Q)RAG?-s}yo(&z&^jU!DBwERr`1n6@auEG--+A6q~24bnCf-GoCf9m0%hv70KdA@ zj9T(FoxoxEGEVK`zx<0;aB2##+GC}mbUfZPqBK_}c$D_<{&I$18MwuA*stG5l z1s9iu!fp81*?bIb=v^aALx*j0TYta64mDYM$@~lL`KfxD#d(N#fls~qE1vWwHThC) zUgaZiz=x^Mt9r*Z9@J#&sx@D^w&~NuZZU879gZ~9H9rG};7hBj;1e9`@h{v3ZY+3$ z4*qzJE>$oHw%uqp2Ih^znbvNK4P6exzQ$(vTH3dT-|W3XO?F*esM94bENm;M3Wkl; zzuR|QjklW?KUWQ>uB#XZpDOUQAvjkr`qWUb>!F(ScbM$;sV~=WQ%i2d%i!zM*I|{{ zzH=Nb{R;*+kCiEJKIb3K_nM#W_ukI8PxTU-`vdUvO?wJ=$AxLBW^yi#=z&JU+VO7R zj)ZY1aIQA-VZ`|O(050CSQ<$PeR?E>n8y=%ndB$`!s~!%t$4^b=>Q6RY_kMt)!q&o)`{pJjy22Y4cW zkY6MJVO`VA(6Kx-%;t?)J|#1Zc+sAow`f~%>lDoDeHAVKu`In*TKt!^`3vCG4f=*J z@}Pc?U-8VB{UbZf{hn8g=HB}?8K?ZC+sEeE125B|o6M|Nphb(YOOAVAJLgY)CTFy+ee>tZXxP?*z66WnU{-V9h4bw} zgw3Tg)#A%SY4T>G31v`)%fd$mM;nls&Vt(9YBQ%{+e~r=dv^tkoy{Q?}^( z8jjW9-|q|@qwYJdf3?wZwbPEij)5>>FL=dwx$x>oI5mYA;c|1qznMYVT2uRVeW+$OCGF=L9(4dlmEkjM z@?ex&s{!1~z6-a(orb*YH7$}~jyuH+QrorWxsSjSxRn1p%=oZW&jI(?Yu52Sc=2pa z@8I~WYOw#vGWf0rV-8O$4f?J(4 zTZQ7fp6`F^Joq>9O}CTfPd%bHF${0Iwlti+1ea>YvkEsmqtNoS;PH##3yjG3eOEYC)g;bd2>Q{j&M}&2bG({tTwF-GCoY`m=iFDqt`5$d5oeCs zV_(AKU{91U)t}-#@NeB+v2vo}*PZZkAS{BP2Y2wW<7W}L*a$!CywrW&|J2zIwPYPQ z7sbw6i)rqk#>)ApyO(%hH=56>l$E?l&+vDA>pUE*c_eJ=FKcFcBy`#mF|R_$x=!BA zbX@D>c=c?2IDA<`n9EOEe``V*oye0lIMJN49EZBH-mgot(?=#LEo(qydscheY0sOL zv?tk2a*Fxo6q=i3R!UfUR;t~N{G^joL+*R2_;{+UjWqe|u&Z31I3O+Tp>IWAObcti zOylKD_xa0$r*oa$l^(Vh!lzNR`I-8OH2HkG*8Y9G@_S@Ie5YP)q<2_|U#Sy!=r1lA zq;8xz;5_4!Y3=$|92f!BSCyyTv#`SwlO<@Ji$XY+(> z6YQIi*|+Cmd86-`E&RAeDF0A)-;a8Ur|hLT=IgWc31j6X)4RstViEZ>Jv$ZXZNj$A zW)AtbD$ML8e8A&SuP}7%RcJoS?DKDONPE~HxTeT%-(q_!io;&l%Aq2&X*+p)`nZng zx$bGm(M-`zI7h!z>ZW9M;1OA&Tj|Pa@alfv${A&0^)0fU{>?v-pwIUh?xYqR{XSi* zTbs~zFdbd(Sa%mb^#VOzZ8_s2*)sZW)gR$4lVA}I>Bz1v4)5u6 zzt`|MEPD`sM0pOb)Oa_p^1j!pF4{2@j~OT{zJiBoL}}=Kqh3D@8PL*P%LLggFl*FX zrJ>O?cJth)9()?-dROhc1-`6-FWdC#w!<8lx6=K_tSjZIh7FGWyZoF!KHBe6s(8w$ z;#5Q6mGc+2E9KR9O9MZAKtFE-&h#oxTt9E`5ZHfL34fYedjk9!52J>bsL%ZDXC4xL z*`065@!4YD{6Mk&6L@Z2GY03E=(DQ}+v*4QEeUgJ?+ZSsu_y9nm8&D+WZPOk`zvwJ z9`a%;WExk>M|hR5{TJF*8qdN-cBppYA+IoxH_u$&VLDbWjjF=#(YMXLxXw?gp=y1m z*H#)A4$^uKZ>0JBCJ+4+HPlRgOL)^4*7SloRYT&!e)mbEW4G;uuN3ILHNutP!sY`o z=7=8Q+3+DdE>!n$|B-6K>CQ7ZE=<*@+x>D}m_IcxG%+&hKi#bui{* z*!4DT3T_>Foc@J7^?_T3x6;+`rnSMejrdh$3tWU(J67Ud_*uhtboh8Usg7LY{Zy+n zmpb2ETrmg7+6Zq`dcnpiaiPujxG-WzTsVC?F03iRtL}{GS*a6$jD$7G@u9=D@nP44 z@p41uk)E9pre15G&a8yc>rjIIRQy;^CWh>962p+}q)-a87LJEoA0+WXCWm_6ljR8U zW__3(mY$npU#a~%a~d$*>ADc$S~QyW&CC;zXHebSH6vtG|IkC_ox@@_5p!W{Ki_VLJz-=d#bP!E?% z%d`U`)9!T{fh}oQ{ndjbdAOeEZCJ^J`aMrXM237XGd}#J*=Bf#UCBFYUT023hN-<_ z14&na)7Z-X<6UyQNlBYtwn}E3w;7pXwKU zpaUEj;5vCqX8Y&(20f^kTJZ$lvv4eJdR?nf^_#kEcUj0ksF$}Fe)Z+`9@#qdzn%A7 zt(P{Qcl-r;1;hE!QX$XVJzJW zkLm`u($sp(o8T1x_4AkTsfXbXe5$$(c9g;luXi>*y5XNCp*wHDvRe34gw8$4?l71Y z1JgFGva@GxX{h*TY3StG0e^bXoi@$Ksh%&Da}SH2gI{!~Xq~ruRB4!v&y+t{8csM* z;q@@^B0hrj($KXUANmp|E%Thu!5|nlUJcj16OWXmM~9No*iq4rPE~{(>A`lcE~Y=@ zvOI4KpNCWPio+6rC(JPrFYhyyiejdv>*LE(g z=oY?9HD7;Nv*c2>o9ns3mvri6yWL&K_0>yT>O?bz_1LQMAvkvIB;9&{T-fkYTxd)e z>Ngm+^`Q-2j7PPLGdm040=&YbO5xnj*W-A(;T#;?4l8>4dc4PVehQ8~;`V;Hb`{=6 z^Xm08T>6H7{!g#z1@+-{n%Q{Y-;QfJCfvuju#l#uE}io#ZiO4}b{thpE=|D|ucwI( zcIz<}aBm_WRtFaxtv=1g9|ywTou0e&IT-ty-O!C_?w!o)JcMg4kIX&%Ex_Ft@ z@uB)_dKM3S%!9H>wbU?1}Ez%5I(el0z0x zY56C~VHvKq^LqR3r<##ohj;yu62`^xXkEx(3cGd>x06*bv0|$nz|;0x@NFIHgloN) z#*dC)O->Jc^%1+6=UF>EBUJJ})PB>xFdBTJJitC5^T~h8d%D+7o)a|rvw64ZT3ajm zP3;q#%QGMKnHH-DJ1+M1=QaGQ%T4BX7RY5jD!=A3{?XTQtS0vHJSl%!mR9=`J1l0| zFMUjY>5Z~Td9db2cNNGSLCeU_IsvdZ3yzuQ{@x3+Yox$7&QR1QgV{J2=f&conVDauRAh00XmNTZ)?W3pLn3{64sU zGA?zl>-T%!q^XBz*n(okn5j^eiRHF!5y z9XJjj8{>PoQ|_Xd<7sRErrzr5F|bfVc34uP$Cpv#wfxr zT9dGJ2><%pCLsq_)ov4GMvaf580Q%2a6K>G2McoJ@B(=8pjvG)3^`86>VS7ljfCSr z^M!Ad%_-Yp`6N3W;Mc%mkuaegCuwb$@?UTZ51YHv?F_i1=E``8wth#P|Fduj7hC-b z%^Nl>--A=ZxdvauwXNp+{srgEBX`8T_Ig}zHR68tVPE`gC;U9N4E8uq&f{Nr1dqbA zR#kZ2BWU!qal-kuvgh<9aj8BJ>u=`A+KtGwdYitY8Zl{+_XgJnd;!;fb^r9Z(CwNy zUXHksmo)pKB>N1Lf+MFT_E5&Y})G+YM)G+N~JPYUAy^+pU*N($Vdn^v6g$=y%UEVc^7=u^!hE4a? z@T|&78DWb0aPDH-)+#mO8hX~}FzZ`f>~KctUyvzFn6~vvW>`=c&uXO}9BQt5wG4Ul zJRPp3VbQOS9Oiwu|1jk}n3c=l{*--Tr{y>FkzM*u4sEQtdFkfnZkmT|*`uB8r-_9Ge4aENZ$Lt{IIT;-4k$Yjymzc z1F{_E)3+AGvgg%@(OuB@w~$xWA~d`}El7JGzm5-{FFvEIns7$T&=$wqBt!Y69baR4 z8%~|e*HB(W=QjVGXK$B0thw@KrmI_)JVX111=CK`;+vI*4fObJ-_vREt=az04}&X7 zQ4aJKzvY8G54-3;xK~sI%ekKJbua(r7}?`=s-@SLg;Up=wWAS@ZA7nvN850yQR~%M zl{n7deXm}N98iz`PQP|dp2Vk8+;`@g{FZd1F7x1rI&7%dv+X_FwAa>u2OkFfSozgS)=7-JXfrqEDjxO;c8c!H&6$T zU*~Ve|6pTcslE4lf-}^syL<*d^KtqBGk}yG%X9wW@b_x__L#QTWD(^qpT}OnxMs8WWMfCok$k-fuqe ziDmI}{dtp4)2hFxQExOiyf_lN-i?>El+n_dcl;2K)4yTU2ecw}-y9rf6D;by436Pd z`|z^5XYrSx5eb_;&k*-t495!J#?5BB&u|(Uo;JHxTxfR|%-X>F`AKYO{~qk2Z#7mM zuEU*9!K27<+zVzM(-)XO+0P2}1>5pVbkozMb+sF<7F1LAhFPc7g;DK&A}y|dw%2tz z9(RZO@QFCQ6E^=MzacTAe&B&$5D7c@9Qwx6uCC{Ccp29^Vs{}OtIs_=@GtX_?oP1t zG9fg~PNbD2%F@HJjwObkMM+^*@1(G0w%x0;{miocP+&QJ&TZY5YEX4tx*052W)V!KYps zq1~POgLm-7Kjdq<53Bg(^YO0HI9K1T8NA@Ur#xGS`5g-B?=yFq^D&QDd$^q!tJH_G zm{;?=7tC+U$J*4MQ`rum^SEE#EDV;9H8DbCe^CCr{a|%^+D##&q0&C+rBichy*v$l z^TH8xIraagCj2-rY-yAqwqBkuU)&B=dF~z6h6mtRRZf1G+a*67ADYjzMcdjXdq$o^ zx!r`jZ)*`&-ppspBVXQ~2V$HZ6|2op+o_X#32*$9Jfz?AZnc)%VE%dEO5O(9SX=c9 zr#=U-_7{doc9G8u$NH=&%xzsPtGpP$DGpQBGo@42GHXjhH@I-Z-}-@fmfAzA2E#!r z)LD_|c}&an%{G}eq|Z0}MPKYN4ERQW9}kP_)Wa6xPS4W8m+}qGf=vrcL%o^&lGDwj z+^1iM)3h6{M#FicHQ^DDi>YU~!f9OMpy$Gek~}`jduG@7{IDqrF7^M>>vFquS4o)Z zXG^}&d;8gOo?7oh*Y#y;!OP)JSNV1xd!h%;-PgHY>?3OjvkLX@3Y<3q2Rq+;fla4i z)0o|Kar|rsOq`}3Tfc|~MTcs91&;yl(_;^fd=V}*l;2h+PhnQE83*~SkIE5Si9>BI z4h`Yfq5l?}IW0C9P#k6~fJYPk{Kn!?aizMi46iCE4hfxL8T=Z%M2(2sPEtFzy+^Jq z{#N`x{ptt)hNeC%weM*hbo?LuSL){;*YSrH%8DxENx#@$_m)k<{E0Q5_4+?H3EB0` zB6qP1Yl@!Wj+ijGnZDm+dMJ7#QWcZTBba2(Su|TJm8e^o!v~!ZDUr#haOp z=iifSz*o6*C@uQ(c>afY{i#SeX~v~ah3mZ|PL`{Vq-U>GKQ2%&R=}c$>tVx}ybScB z18`wP8m%Z6S348d9Z_HU-Q4%Q2KbiyAgzg}HMS*f{{(LIoqphM+zM{(p`j0(Kqnhg z<8|1AYYm*Fm-qyaLm6%r)VSC1iuU&P9d7Zi_A}rated}?)^$pcGr??*b058ocjG>| zI?H>;^LoJ1#a$z2?$w4X)xUqi;Lh>9%JHEw9jp3ud^nVu;O{v-YivR|_y zPvn1?{91~fD!06*yXf*gSK4P`U)YIf?6atq&O-{XUQ0I@kglFFb9hBYnAQ(Y4a^7w z?#c*l|E_mvhI+)yxYcSoTfABgWSW+Dr)Q1L3)%6T6tyD#PO<~*Fu%^TWV_z9i8L!Rs@J;6`xqIf4S z?39f><}dlkFlw?C<_xJVF<^-qni>9yN3Lgc|R4 zHP%1yFdU}$Ecy>EC`&E2hW2x~jGk0XpKcA0E~dfI#s z+W2QQ@8z%xP8}YC_gqp_|3x`R-+lCKyra%H>Mr%*Fg$C`r}7K*;L01|QR>74bv?h^ z9f>uy+~{Pu1ZV5y@dD()!8F%@HUHCb_@gfx^+H84YFZWD97dnMpYQ2be9e3AANV=z z!EPL>YMMIkCOoJJR-G;i>+M6E>e!ZA90m-+nbdZ3ajpX}YT~3~HB@n!a~TfS*1p+@ zeqaN6`FtcRYT>dM;9gh5E%)pDFLP19*!$6fj{$#c^n~}etRyUi#o4%G((V2REL6At zPYqkF_n}96c%+Qa2bzSx;a=bcfXG9O)d|@wHSv(F4U-e#h;F&&)F$H|@Jrm6KC4{y|?AIwtqIQW>E9{YD{-GY$xlGG&)t8o?*xcyZWjT@2=rl zg>nH$(c>Hamo9%!rmQKxQC`xXtN0yaHE0XTshIJ;9{id7%nct>2j!GQRb*ld?z8 zvCHcZ-uL5tS@K6$UYj3^@5+}!m>;IihF#0?uJ7zwrD^R-Y$12Bg>1wYp$*K+uwQlO zn{bNDv1;4*eDb=Ya6qul{a&(Io!TX(eIY5_myd*}j4H-3EWk(o3WF zoP*CV{!a0FlL1h-&F@0)A9OI>k@ardav{*HIurGIyA z4bB~EMECdDZtA^`ALs?ZmqY)>chqR5xX_{Rc$fYI$M)3x?AT{?Z&()9--prP>(t|k zf@6(px#myeNPBB=pyR34p1BP zpYeZ-!rtF}?>=q*MlXC2_mY!Q{z-8dtsWfLS{;77_v`a5^L`Ux?=IM0=W&?7Q!jv? zH+cxp>qkwzh9;r#9s7~rkR`RUiHx2mVQT_k=s@!`%gq6vw9l`9Y?!tb4^bO+Q4@84 z9~at2KiA)1&qulDDLe`GlwK2WABKI%&E;<1l@P{{lVR|Lo_^GiWVY_u{dOZaR1@ur z4_(}Ez@T{EMRn5-yzCh}Y3}70;1y`wiBA9~O`{RbZbciy!8UYOXLf@J*WzOM+|e95 zw;FNZQCin-H6lI!*mQLp%vwo@-mN*oRka?3XL#2*9BVIrwS^A0OI_Jv2OmTo8d_?c-9K^R)D>#czMk)4d<$Oogr(&$ zd-V&EFzgWQY7!sHFZRA}!!e)3H$R18C*t+b?Wnjffo|yYsrFekOO(ez$C@h#en+DJ zmpt+ROAOopO4OsXgZ1VlJA{)$#X2}vtya8*xAcx=dBHS!Gt;F_>FYT@x?R+2Pfiuku2VUG@|HfLqm~SH;lUlVMcb{ILHr zIes1e3|93Rn;-V72S-JZH)&aB4iC_>7V90Zn$H{56D**pzuq4mzO`Zf6WsOR*ULYOoh z7aG6Gb*%pDrB2O%*ST?{gMQWz7FN=;+PYl{%Z|CvKCfpG?ltfoU*jwlFUY-n8WudR zub|Ew+~2t`gAXw3G`(r@ztv^5rh((=;C;N`_IOb={}FbL^e% z{gwVN}taTJhtN(xFc^#cRsXzaWV2r%?+Pv=I=P2 zeTST?U+j11vsyBT*J`^Nzc|f^=kh)Dt2=2$gCn#i_2kuRu%^)&WVhAuJ7Il9Y^Ty(V6Ih&+8>PPQt3*uhXvH z)?55fY#4r+_I{q;W$PLr>!=&!!bG@TISDSl0Iyc^W;LO=n~Pqv8g_jNzfVO%p$pCzpl!@@fg`Rn1;G;`83WNFQo0r*)WUtN-{ zbVp@UnD`EDo-ckxPO_TL9_e|>cGB~1wWDWM$u5nU-+9IC;h(8t?G@$?XQjaf^M{G) z_SC2AZP4Do_-d;P&%a4a6JcGGC@E6q^Tur|Z2GXD7hX|2T1P*WZMMklV33W>*IuVt4o_iD$hUK~`U!c+jd?`J+WSnmIz1qd zUcqm*#@-3_V7s4qu>Qog&NoMxlpo6C@r4kPnr6WUL) zC*ST0KWoVU-n6DJtk+j>&_3wx8)#TZ_#9wW(#QgJL_w(gV}ZU>%h0E>dBW>>Nayf3 zd`f?>ZW%U|*UT06Z(`>&59y}I)Htu&Pmc$5!zEUBuuJDUTFbq37@G3VO}N)ay74x? zp&i9xLoL@;4!!#ZwbdOpJSFNqT3i8Jdg4T#VA)N4l09%CUmxoQuVB`CwOw@9ck7=e z;mAq&@ugeX63u!V4CDI1r~&HGptZO@5ZL5I!wX$Exqf%z|g0bLK7P@vd;+i|AZl^HzFPL2WwGcR1v_;;_8Z&P8?I zFxpb@Ghv7QjHkbmb^o2u2L23tm(~ZT`cEqghwO1Y@`T;9FT*UmvM2F{Y_r#KiTf|a zz53y*_2#R0`7G}+2X${z=>7=Is;c2zN2-g$PIY2b2P?h9XFbaf$gkCf>GER+ z!grrT&VG7bdzd~>ul6f_1bSiCG@9X^F(L9d886qsr;aic^a7JEkI}!63HiI#g#6!| zF2YUJg7uE-o6(5MU7MxquwLiOv1=CzGoFmlU})$U(b&zU6rYq^a7RMeyNAx)KGED7 zZ@0XHeYnJlm_#@%&)}(qkb9}#8E@s{_vCdxWcN&awdC2dh7ZD{Rcg$ti2b)RT!x!B zeo&1F#}@m3?F5?r!#EbrX!Y&p`Yx{FVFh(y#Am!+Z#bsHR5k1DE^++HykWobv+v@) zSXJY*U#S)xL96OQ(`vg!eYg`Q;bQrJ(6!ul`w3>LeNWQBM%TrwaH=^&9WT-Ir#att zpTk<*N*!9yv6t4??;{wQfcFhi7rz3lHmP-g_nKS#Jk-cNXQ-3;90oK_2>W>8Yfms^ zxH&-{Ut*YSA1fmP$pOY^{=`c0lze!6QfUCuY``cZ9I%ZwpCs~gN} zcojaSE*v&a|8P3rJAXs*aaxyoovx4T5gv=q8Okh$SBrZz4P#}I)-T8oJ7mAlw6h|* zYvp4x9UAA=e&E5f&sWv>^!>Ib9d z);62-zdTtoW_1#MO@oi-CRdF%UpNPT;a9nz=pi12XQ%V&5NgA8_21R}S8{1~@sw7b zQ((6gAL-NjguLzz_u5|}UnZuR4CP`uGjf*m$F&S=*U9^{iz01EVaVWnZyYPP;Yu~k z7@5gW7um_-`ux@GPKv!>x2ty^QNz%g_m8rxLLJj>2*1!Anlk=1lU`hL0ZtVICr;P+ zANSS8xlXtaahGG&uFLxPPYNE?6%Nse7Cb4BU@4q=1-8wBPfw{kZ-*~sQGHAu>3%bC zp?-@!?hT%S&s=N8Mu#cjIi)1|4&PU@NBPdR#~6)%|saC=1E7tP=~<@>FZ zib571T7D1Afe9E_c`Vdg-J5U)&}2S=JUO(i1y+4 zQ|;Pb%l$s%HMkZGoqiQwswRxq!<%#UE*^BdQSX57zQ@h2LdW-I zyDW?G8PsG;HJYm*_zwTV5t#?|)qt?-v|8{)mAdL=l#8gn)<2ijL&!AB9G>lnGxOt7&aynI^$l&>cpjV ztxe|qhNumD(851D3S z!~uKzOlEm)|DnsB8!xLCmfr`H{|UE_;h}kaS-cKM)XLL0;h6^$)OWD!SF_Tm;d~^~ z{(8B}D(ndJez)k7$Jn8Vi+tV7ssandU(L3y_XBhKL227Lh@RzKI z40&1)Wrm^O!mA#3wXVyOAtV2aw|)7U*Yv?^knFKbkL3 z0ZzT0A98rI=CAX;dBX-#%%Z<9xs*5SrWTHGY# zbgCO^<<3#2M(uVP>~h{193@&?Rs2Tt-d!9H|BJ62f7w34YtfTiH9&9fD)m_Oebl9Q z)0q~+qan}9ihi~z?3#`<&5*^4Ck=c{A3{A>4TrK|P|v$zRDU(}09XXO7FOa@xK=y7 ztDna#!BJ}uD++}}{Qf!^2CEue?3@?ECbz>o7vZ%yoBL$V@*E$*u=@OO*W!7!tQ=b5 zsVmjX^L-Y3@JhPiAbpAbFQ}VoSZyNwx+yr**=nBZ7=IJ+t3P7QmBOfj{FIe;w(FB^ z=0)0Drrx zJl6#^J0!^3^w95pTGk=j zmQ0%c8Msz!zAJTMcfG=de`oMmX6kR4%Neal_;qIJcBQ$TMe;}MHl<584cqhwquC5= zU&{`YlI>ZQha8>5**+mB9Fil`=c(plJASq5DgMyv+%Wz+88Xl1g~4_`SJSP=pMfXE z=bK%oOPPCacbn)~(*9(RnsWzT9(EbXd{ zw_%ul(De3WC(Q6%MPr}G-@c!Y#e+4b0A5|%k~gYl*lSnC&TG_$W_3o-w7-Hc>tsS< z=*H*J|HZr+Q9*If&ma$k7m+FkiJ{Mt=>*;f?Gez3pr7=OH@?{BU-J^gm@ETgX; z+O6`P3)npZH zgFm(4&J=i-(g{ZOg-yd~RwH>SA5jnDQN3`e!|J%XmpPi?)nCHw<@TKRdh*ZU{#Kl%bwWnu2dR zW~k-H42MHEd;jK{rgYO&z1GiQ`|;ag)!?GA8lRf!_iJw~(ldfXMQZETK1WA^zXOvT zS;cs3+oF&Svv!Xw3iH>yJ=j~#Wns0qk5Xbqved^rQE!o_Z#OZ$Wsfoz!?VcK`o_Y;}IM9rdG_3z(9Mh8o-#Y zH1=0y1*gh1e^~$PFdV|I>O9R`WcR`*y75q1=0o!J>yIYF8nw>duD^D!$B$`R9#eIN zK4P3}6xW)(J)Te9Y|8`j;ox=hrOdi)|5aUeOn>lr1lOQv@p5H+E+=7aP3^Vs@A`&! zM8bwkVFcg9CVJL}|HRo{sXs8D&y$wbI|*UGavc@JiDF##c!We zsjlN&tr!+(hE4D9Y1q6P$NE$a_$P0y_dX6*Z_TBx;d6}!s6lz$SHsM;)ARz=uETEi zS|3phz8K*PlIQSWHSIZYivHe)r(^T;<_))cU%U<*V0Gm+31Lfbcs(c~3>zw28FmeM z%jfZVLP%)L7k>$^H7qgode*I+hiW~<4*aEK3S?-#oosJ-O4$3)lrW>A`9eOdx-ZbM zeohUCF6O~f6Q+Ec7RDchSq;n<-eTv@L+N4di@x5%18-g@KZUO$2G44x2IPZ3`fdhY z+wL7b!V#k~?JA_Zx62CUPiBR~zsi@9DYI*7({P}%-C*P7xyxqQDNAPI0bWsA$Q>?d zZr-uE8RcA>4Ugzgjw@(Y6Y(m!3_B0yg*|+t_2JSn_!PbDR{MhoBENDbl4eu?q&@~C*xN9R~2vA4gGryk1q)QW)_5j@T!sB zIa52>JprSJz^aqC$X141L(J-|sW7KA+b%GBS2OetcU`JyIJz)oy)Khk;zU%iD8q9Ln-J8B&QxuNj2eV;V57;&2jN)*l0(bdK&9ldK3lpZL(yEJT zG*{qU@N5$d+wI!ye=~iWE>`a`HRVda?;q7>XVS*$N{iK%wQ!_peL3VjKC66MRH>hJ zra@f}n|!~k5%1_X&a*)swE}O$<&NV|GX~;sxXMA#IrBVvw%68wCtVyatizWU<3cO` zuHJ<`)4CUh0cyLWMDv z9-I{y+^-&P&>LPYlK=V>4Zb;l2p?IOvHG379*1y@Z6Cs@cU-@l)JyOwr4{|>TG!?b z*DQ^u-9Gbj$JIx_#f4fOaT@x}_Ko}nsj`84s^6yQ@im~IUzNb?ln}bsOO)GAx6|mmenLVhyur~SAtdShFRq1Ws1XZa zu%Fa(q_pxJ7pke!&E{R8w|Exqx>`T-0NkV#WzV5uJq{yiS}Qv7L^Q|4el~**XC}X_ zM=%s#wa1yxHgo-h++{j^bWZX3aNg7h z)97O-ug9%$s)ddb*Z3^xXKP^huKD@|uXqh=)~#+k&7!%jaG$p$q54~|?^Gll#<4oe z%Ubque8_oIP51+!R`hdAqh)!|CrkM~e1^+#t_FYSiC^NgpaHIGq$VuGvj)iidk5Ew zPm*;f6aM_+m*2-bj;2FVn%C&Ys?M z_X;}JbMmq_%cY@ZEvO5xk~8elQ5Vv%#(l#R-#RlKfPnaWmXp^luD0qtsroReFP^W^$_SrWi%Dis^2rPPrPex19F@>OlK-7Dn|f-mJrw zcCFe0*7aLnt*pYZ_f~oD;|kTCdWc8h)?e}+GSxX(;{_FTnUVAx*ZJIsTyu7Wjh-&= zVO9-4iR#gPC&M$>;&}B^{rz<2!|*Fxzn^};v<)7ViAT_E+V+NTw6IfS=-qhNj@7>Z zP~G?~Y&!_!aJ8P_)5`v&nVrHxe&=<9Q5{~Z@fnP`6ZYu`l)}FWop7{fyiT~vkuTuP zGCCaGSqXC{sKJi5$B8ah-@%ssO^QMtwePmZ=Dz(b3m-bFK8xy79d3cUbf&SF(9m(r zzG;4z0%v02OspF3d^KSmpMgC54bCy~kHT=Gx-jghr+4UlU7Wjn{i4vwF~`>nvz$Ky z+dQ_G-ycXU@_&a;-wwBee}f+OJZoV4pYGq*=kmBZ`YReB&FvH(S-MV7Q%@r5Z;jkk zPXY!Sz5c-{ILBFZE0J*hQ#Ch@nL@<{hH5f3g2nYnekz^ zdg}n4sMi~OS`+B+`iEWN>QvfNcY0F8ZM3P`W@rY{%e~hMm^F$vRa<{AZKR)#;WLF% zJKfI5v!=qTDNm^nXToj1)jeOrwVz;C6W)FP*4&=F7FSX>`sz1K@_9V(xnK9Snsv;( zKBKSoGLP_$dR>FRR5u?om-H7N7{Nh1#oMU`@lowm%SbK8+ot>EzPkX zAjd8rJ93)Hkg=Ek;JdluxE;?CdvX>GGUrUoI{k0{_W$OElRTp{bMkq@VAPFjzaFs3 zZT9{7pA5Rmrm4!H3H9?0=K$$gkf#$(1BM~Ni9P?-zN;zGkk`|wY{ZYh`Hz%g<<$0`7_h( zhkm!v?pE{C4b(1pLgQSup}M9np0L>Up3x1@xSoF87te}n_CY;Wbwto=NIx~ z=kvn3y5eG+N_=MU>IgloAC6W1 zmG_cCcOQf+>IG~$;r+Me=b+t<`;azg)+py{{?Vy8)Re+ZV9cpQ>OuXjZA;a9d-c2M zR(o0}$rdwbasy5vlc0M)9Lv|ynr2JWq_F)UOuHcw{_5QyfOYHP)yoNC_JepuH+_G8 z(-n9~;bzY>n`eBK>-`4T{U!9WX8LU~t3Q9{$v@O&>eI!16`h~NW$sXyT?R8U)sWRV z6u(%lXK=0S@J86&>u-GY>cCN>>GA5memK?=pF>+muUGgK7SYd_)L>oRU-U!IfrU~0 zmVLE~wtt$QJ_fg%I2MnCk*D#i>2LAte-hQ+@vnS2?_Fx2>D4!mkFD(B9R! zbtmGAD|kt_#ruE2^AER1!>z+-!zb^#yZ1hSgc+WBaD1h`J3H**@%hZAXB}5hZ)&Et zmixEmTY050Yq~s|CH$j@WWjIKC+yiXHO#bgXX%DinWbs?L7Mp+wc%2GS^2WICZ&gw zFl!9V${&{=##YtrvWTfp4}H4ADswvR4$5(8B@62j_271yGxGaZJeXz2LzcXVrlFgR zhE3J_g*aB-&Ds8*HVX+)+hPBg9jbTa@Bx|2xx-GcmCfyA#kHp7;+46f$1i3GL!LYy z9P2eZbKc4e%hiaJXz*zT`C%DNYlCC{W%>U0!=y>PSTCv#`9|yGSpBEz87_crTl2&8 zq!wYtMYQ%i`L9;A2z}(uR20a=x?Mi$96iDf1@t#F(0mOA>cbS=YG4G%lIypvF5F6^ zX%)h-%gq=*zzfe;dTMJ+^MftJa(rv;&9Lj4Lix+CQ8}ga9TRsHh8_oD!6~Z@_Z(7k#NdZg&DFT6jBL^n63EfKhO2MT4{g(tYv$)DX%-u>K< z3&Rpe?|*rp-uqm8vd6sPad0o^|2~7`FmDPB>+ku};MZ)}wc@zC`j^5m)NLWms=`l~ zz^npzKLUn!Ru}ekRMN2q;j5L4=x9HA{be{NzM1n5&WKa);=PE@1J!wT*C1qb>qfDZ?80e}C?d54Z?@i@+n57X3Yb^nMD z6&dy$(_N0jnc=Bwya#csj}v8tCWSUvnJKv@iRPCSvTl=6ryqanRy!9Qoum7Y@AS3b zkNgD3G6!7ST-}bNIF)O&{u{8%?8@j0=Wb8WiM4x%9v`8T#XP8YcrDDN2dyll1;Nkb zN%3L+IrtWTdAnD=hfy@{o8hh6a6Fz>sFpoIe?K~^CIcb|uNtie>^aA*^b0WSF`Tjr z$9#zo;$vKEJx{DzpS~V9yFOmkls^IfW!$gEgM~YtyBZ zOkavi|{B`Jfv^&kk*q0e^W|0{eDWw zG7o+DmQ)dZ~oPWchm-zQ_!<;s_(dC8wMtD>*4Duct6v?RY zv&lF5Io#Uul=oDnrt|toe_AL93husL7$)%2Zkhp`pOt^_J{ul^TfT1mB21biU)s*0 zov?2Emcp=dbIoHneWs4a!-l}Fy0B}AokWY_*VrR6sZaWh)Q{1cu>t;8LHAmz?(8tu z0k0R=Qww&(C8wx|KZV(Jy8-$R<16_=_&B=!$e+efTd$|N^LyddEj7m+x>Q}YP1a`D zdAxa&(RLZThALrHG&8ewm>eh9PtrtK;#!*V2*3JMG^=~`{p$HUuYc9OYf|VxF)2*z zmJ}-CQ;*?lz%fa77bMy7mlW3WJ(l}A#W81s-N(<+vPQ`zcpt}-TX3K?JxhH!MelIF z`QTxT=<&E#S9SPHw~)u^2?&C&Hg^0j`zHPh672{iuJ z`i|<%p=#rOPvclP+@VM5WuBwKGkp2W`8xChYwv*b@Twt=ZG1Z!esHOwxt!VR=56>? z|KT*he(LAD;O$esUqsXT9RE7a3!=B$@LU+Jw(eVK*Zmc;vu?s&Cz(BbEg|gqw>~QG z?bv?seH$&SP_OWDvpZ&_XJppQ>Qrtrt0Skh@f|5LS5n+3)!a=g?_jE3fwZk=W_9ki zw?f}A>VKcqI$a)ndgx!79wyDF!*7)F_iK7+d^umkv+BaH_!?p}!?poD4a?-rob`XX z?yJo|CpI;=*)$B+D_l^L9SWc2Z}^=Ce^WDld;LPWG99Peom#88d_(@xh0SHe%fhmw zezW=K2@7*&beb((o9ngJc;LI(0extGUKk>OwB3t&JOOzjA9k%ut(k$|%md%stj^Ax z^1}i>#Kkz*>6Pk3J;T*zbLu_PBFtQbbA1WJYU5ULYsd|DepTRD<7Jf2hhOp=Qp^{Q zT_!JUvFyJ^HMv=XK8JDkh&56}uDzlq{*99@!?*U(>0@2P7rNfBRP$W#8tmyh?T??h z?x!uFd$~qW;|()!pd-Vj83S=G+R%zlFbMaVtX9nJToeYk#Eob>3AoH0b<$yV(o~qU zq%I9C-tW|9%iHrZ^`$qBG~ei&K6n%UQ2+zK(*uAhli!q=y3FgC2QwDof3tC@@n((S z(1H@08xQ}9FU%j+E)1*UVc75dvH0Q=xV6mh^FyJXHih8`T&wkv*Z;6g!w0>$+hE?{ z8ZH+7I>y&A_uAb!!t*%)ktYiMz0*&ftj5%r82ka=^}cg{GWcM{Q8-9b?rLSl&TlL>zRK)FS*L!hO*BM=S$4q@c^-0PAoM%=-SdaHCscl|_ zmNGpzG1UJJR%IrJRV)0AFDQSLnveIo@o@9FmnVmg4U@yjA7GK$-Rc!dq0AibDj5V* z<|l>GbM1CD$Kqm23_(~p}RU4lEA_BYR+DwUrBXp*|ZS?MN$SG@NN<6AhNJsDX zD&GShH4496xZC%8=~!yVc4xr3b79VT`ix!ZV7v-zXjZ52s{NDoCg(c$D?Tgd9)nv| z`+h#GDo~3?w!r&8`CZ|C@kQ#va{Yq);=`B;>OtIa@G3ul3@=pIj`JRBy|4GVMgQP` zZs}J^aH_h6`mam|yjjDpbgVS|YUQhb$ES7Z6kmJ^Y}c!(@9#rLnqVXQSf~Ca7rxy7 z3i^BgkMjRIriAW~rG$E)+hd_`m<_WARp}l6NYg4y3#*6mI;=%H&>6!N4_;Tv~QtC%+3u5I_HLQ({t@n z#kZR0;n{iWN3(?&Iv%r^VzHm|nig*5hv3iZah4fq$CA4FW+-7*Ctu@R3-|JJ<;znZ zDhK|V7U3{GtBu`;m3*YVWzFQbDF_8U%oW~e&(77dvi`8He?1zsPFL5nDR~SaXf;EpixB6}Ns=`pZqc9{n-#X{( z2*)N>>tC*M{kzX97}?0NG^o>hdL4you55MR*)U|U-U3e8bA`Srepp{!yHCdIfR9^- zb%*8IpHFK_b$<2X{%dd~_!d3iTG+MRF{n4(aWry_b@XwR^(_qJ)szMQkEQ#MuX^tP z2R`XaGLuBse*fOukJRewN)qXnBuO%vNs@F$l1Va|Op;wmB1zJfBuSEFl9(h(l4LST zlF5}MNs@f;=X*YXyl-bazjn5r_v1XCkLTn0c*3>b4@otshRcuQn{(kJo>lt}t!fLb z+ub${RUbw$wds!@?={c(9e4Bl_Vqi|`J0SRQv1Q(X6HvW{w}y=+L4GiORrPkp@;t9 za@tj^wmfLV^ar2f{k{^{j*Yl3V z5ZBE)WFJgP>%?$yC++>S1UtJD!m$r|vR1*X*Ko2I`L-`oCw}WZd>&r$mv-WptdnC9 z-=uX&*k*?38QemBxY_xT^AUNZ|8>cmHTm~cpVejyho*&f=Af6<$$z(BXWS_Hqx_>&``8U_ zS9A;7d$ByMnnh*`o7$Ud_w%4tS>cd=;o(=aLoH9%=qqyY9(zlQA>#f|d_)DD2zOQX_^Js>7GQ0A^nBBClpJ`pP-ixnnBX1i{Rko3XXNTdF@*C#B zvAJ#3x^3*oaC@=YLtgl1>*Qs%&@;rf63i8@mFE}pt}Nxx?Xx&s5L&jhPvaTPC|6$cym)#wCj-w-SJD3&0*3r|v&iQ`#rBMwmmIl89zK;DG=la%b+|xGf-XG;v zht;YpXk(Ec;vCvur0=-@QeKb;^&LKjUo^WMea=XhRv!QT{AT?4yss6!`iEbL&Sb8j zx6kV=V}gElZ0VVy$E#|WXY}11+dt$jKR}ymrS@>ntmloYpq(^t%=hysO`O)dDdI)g z*V>MCICY70h3=bRM&yv1WU5@>rXNISam&^v+7+A_dTekV+{(Erk*6b(m%wiJW6ra` z5<+9Sn$_lb%VF2%N9?@POWb`(@1CYr_bea$bujV5C~mE!H!oeFE_4nTXPKG)A06l$ z83^mo)GLFp)8UmmvB|aOdh+ax*B@B%Gi`~lV9jWkxYF*HJPBL$0pC*ZeQTctZ7PSp zm7wN})PDO5ak3mez%%Jl@G6U5b$D#6Q19{iH^3*HD(_KxIvkw+uD;(|bs~*@JFJ?8 zTOHmeqv7~S4ISlI)$nSunl%akOT(-BzjtQn>hF8dYmR$`#|+2X|Bv`E>L?sDPg!M$ zVdoBNzz}cmB+U+Htx%vZ>9Q?Og z9lPpVq-BT7d$YrwJv6P8$`eFC4xh zFU)>4&rWH*#W&?BZ_A^j=_jVQku`5m1-&b_r`eq=%uL@#<9b|waR<$w7h>md-mTa9 zP!I7!Wb?n9ht98tQ!*SDJY67zi|1hguJxS#U_4r*kCQWF&uX{Ri$YiahcU%^g#+{o z%boN8k?o)!EZb^c`mZAWTb$uU*wYlwG=>?+!<3VvHCMj`T2dj7)ffNhO@9t>>o(^x z{2KTo{sq%I`hKe#Y(x(j0H5|YL~&&C!lE#Devv#Pb=+5a0K4GK@3j9II*^~yM}2qf z^PO%a6ouI{^b5w~Q`hjs@|Z2>;ootw+xx@YA$%L=k19O(8KCE3F&kKvs9E+#v^Bj!Vm-@hrO-e!-bSpo?EeW(tyFk|_*#DOp8o{GHz4e~o zCWc+R5^+$w^~|>&mPfuZHYv=NJJ|G~h+y!Vdn2h@uVe4`08^b2@h13##GaQ$F<8?CL; z6#VHe*oqrY^LLMhTg&O~GwR@(%!(#-!mfIQ>+#3>ZoCbB)rD6({!P2OUtRp9-+Pse zp6_V!C-8#cy77-hcSy(g!&M`>%03G!Z%zy&U&OTQBWYMGQo_b#H2CvqR~6Bjoi&?z;G5cepDE|Bm+Xd7yzlR)@w}#oRWt01 zw)3m3t39fd?6t4Y2(z*><$Yv^jx}=K@vI1Dt#~nuzbuk>4Sq7}-J-DjeSJiju?J3!dBOK^Al}h( z0S`Sc7OB1Rw-k9FIN;Hiu5_Y~&g=8>Dwidh@G6GR<2knS*Du6_){o%9zt+#VqsYEL z-c{H2bPSxxd+~5lD4AI#D}sOQKG)m%vsW)*5RBS6M~~Cx7QAXTOlk?A$~yYqk=5O8 zeTzb`8{pw2xHT{O`i9rzVn^`EQ}HRUrRJY72(})^-=?c|huwj1-2z9|h7qi)aYSmu zzK%$(IPn^|JJ#>;p!#?wZbduW|58+ck9o)azJgCU)`EIm5yvY09=`qPIS$~5ybUwy zR~yf9+>K+^suBOeAF3a^NDuVz+dLYF^+VNy!>{3!oo2T3Jv!EJ4s$t6E|-z|fSvU8 z^1V+uckbr(xlir)vh!k#<4^TRsvOMjt;4cw)MGd4`_YzG$qXpYpjAzg6`%%5J482! zIZNp#-B-h&`iN$QN7-APpOh39H%kif`s@?skRQ4OZe_~Dbp3)q;npbo6^18<;aA!X z6FeqYR?4P?uz@DOo4+X5?yK#%R{pN&4Bf;DaH}^>K8_~8gLeYgTEs^&K-NP9w|ecs zT|Uw$#20tZ&_|>jwSZaOl5m;LW_aMvESQy+D(8Wgwegr8Waq%6i)A*e^;)R=HeIc@ zJKue1UehjsQ}Al*JbKs%Q65#Q1|0k{4NI+A<~d9F`>W1?Pq_F#@#diU z-pgCcbuUW~rE(kUw%c9UIYZ{AeD_Z>LW5mjBL-*k1lXzC%&d;uu=A`e+)+jr4Swkg zeuo3uq3`$lhljI6NkNX?T{$%I+|cYs^U-+L7`5V-w{vM8c|0?DeEnv5D)Pem+w#K5 zr)l&v&G_J6F{|>z*iZ7*c6p&=?>3=o7VoM2hZ)=3$b`%f!(TRIh+jpr-}g?{JN!`o z`)P$?F8wM^&+zawc7d%Z^nQ!xWHtTPj@G?&E}0HVH1~~X@NGHwBi{H4*B9}j6@~Jf z;mlCFHU2eypq;F4J5W#*mUe(&IL#2Z^?^APr@^!pun30D+$SHxQS%Ld#0L1c1Rtt~ zOGDsc7ykNl;Y=2ulnF0$+$Rr5@|=19#HTKRk2uo`KYQ&x^e466##`MEyOveT#Zmv2 z!Oh5w(cH7)P+LcSQD|EXbNj%lVIEuIy2o9<>UDp{FYC4RIhlqAKZn4oRyXh@+=)Zc z65 zvpVhK_rkSmzN2s9TBHA_$)({{dZUq9!=v^59sK|82JxpoX&;4IqE%|a1>NMoo8O+k zz-;9fbI*-sq_&qkc%50oN92sshT=}8hwSB1JmkQmw!wt1H{&+bT89brsg>%#W*f|| z(Uund!yc+`JP7)GD>v{bTt_Q;A~CF{mkdmSPx5*X+Wk4sZkI)qe6A12t4fkWzsb&- z?_5Vqsh;Kg^ON}8lS0phYR9?GtA}ti*cHc1RKFX4TcVeEZ9?d;&shFX^CzdM7r(P7 zSx!`o>syC`W~N)x_EEp_Ak}AZ>SHa!mK;+EWN|B6L~b(srRb+ zvaaNL$fHZq)CXKDTY@$5dtLWA-QDxl z{fbjHg*&a)bnq!Z3trIz=Xb!Nx|%71RT2L}#=qg`7_aG0J;I07-CJ<3Mm`%dVNgH) z&g<;ZDa31C7xB6;xKiy0rxrh~=B2T>TM3h2<-@AgZ}>QxdC~lH+E!%t@0E#2hKhN!E=#)nXms84rx@UHtOfVd59~|q( zGk>f6hoxqHevw-=Fc?|5r`+9Bg|=O*Y={3!EoXuVuict)6GN$4v8FDSt(I-co*x zA;-K9*YC;pGtPmTFl!f0Z3MiG@T`e2s1R;-g^#8Eib9L7QH-mFc~c$J;8xv*>cv6P zx_0J&ibCvCSof*t`Ni{|iAT}ls_%kJkKj&^soB(Z+djpcKBQIQOfmD+eQMb>TxzEp zHlk%kj(*pxabZ^D`}77Mjy^Wc<0HMwgRkRY8`PR#L_G}?cIZVqN@!VibgZ?stDKSi zW6Sxje${(83%?pgV_(FV&)1)mAm>yqSb4vEiRCf})q-u+f;-Q%^HAREw%Kx9`O6nR zpytw(n{*rgG>Zr7{nlY9zh{dR%+Vw!gtZ+KWSrwXJf0Ku0rMW<`&_E$$E%o;pU69& z`2Ts+D*dPgIRVwHWyigr#E+3=&NeyJeD8YmZFzRPln--$*z2;dDB1oSGrGqmg?08D zSAS+-s9JH`47)@17Q1c7v-A#2XYo8l4t}k{Y5Mk!`5{)~dS2@aSr2*ebto-<>I@!$ z>z(^Kd`f@AjqmxGmgynTwFh5)rrBNkoLa4zF5aB}KD$4TM4y_`5pL0^<~)OE(WGK$ zz_dv)O8vKWHJ>^@wZqpjhiFy5(6MM!dHY~obMwn;&E@cEJDe(3`>nf_p8`&8EW@R4 z(eKj(Y;f$nTQA^2x5LjW{lEs8+B7j*^9_Ja{qK}7gIndbrpc)j7v35ly3fO-*1_Sg z=~uh{@3SOP?#yZaFQ?#{G4@6`bP=d$#6% zzmvb=1$%aWN-`IhZ0CcW(GTNU8mxZKVNEnkdBRvb>|f3eRUhPr@jG}S zV&wisIM=`O!q!1~Va-If;d1)?_wu!9S}QMV!wXNx`h(6z!zw>wwkOclZ!-f;x5|iQ zCGRf?gA#cg&f&ef9KRZ&9{hKq`I*8{J)7_0>B7)&I;^UU_6--`#dCU3q26wx9)6+E zv_icdyDVPxILDYZa%)_6pT{S$8Yjcg%F^HgZZr!w>T-p8aX5^CQPrisS7WB(ZIwUr zS$qK}VdA_kel{P)G2ajQ%Flw45zN}1sHVf)2763jm^2Mu&BOE7-r;(qES;%jjF%;OKEQH{2@Xeb{-wJ^>A?=_2^F z9Cum|qc+jvVb&^Ksq$U5E4~%+nwG<=Lym!wKEq(QkHE3+^jOc)A2*BmwZ_A|mLE92 zz`g1`UVRutfA4un9Z7SKKhGTWef+HJ*ymE^Jy*i z+FF|PSwiJsQ#pZCjh1!~tkPp${3uTKANPGk55w1m3u)@l=@IUsvz>}t71Io9 zQ!#Y(443P=;81Pg7@hs_GwN}CYCXL!(hqEq)v%@$eClEr=S*|raC!yo>f!n+yd_Qa zQ#aGzcjBURMym-|(%}E0HkbY0btdn-ziV9Aq|j^%Pu4E{_O!^3d!HY7CClATw)Z?) z4jk)O-cI+&8CO5SFI9FB;&uK}XEE{}_ww3oa%##1GszaO5 zFwwr9{cXYq-mFRA%cJ2TT{n^s>yZL^P6eU+$MWCx2z#}HRc&BJ4*xAlR)e#2wmq^I$O#kws+4$d-st$U1_ z?BpUGQGEydrd{M~TKYjaRCykczPc~(OxQ?wD|g>g$H9N#Rj1=)Zi_t^=b~w?9IZB_ zfkm|Tguf$orrsW{YNZ-(2wa*-XR1@LMLg}@;Y_JxHT|g^)^vhj({QXA_*BIAP)l!L z2Infv;2JG!39i+4jOVDeU16H?#ba`lG@}@QfT!otWz_N zQadi~rB0-6mF@8S%V6SA9*FZ3?Z!z|6D8Oi3%9yD7f&}kSMNOiuWZh8nRaKX6~9+E zJ%?lAEQ4wB+mEWtc$)_6!_BEwA6||VJ zV5WX*W*Bvr9ToRyg}Cimq2Z)#^=EddpPp?GqQmyPeloQBt(E=v6YrL+hXs6F=%-=;l4s&+#JjkJG#-}xJ8xBV2>i(IXtna(8%+gLY`nAn)GWeCxua(EU zH3!csnTdlv<~n?=8!asV1@nq#e+H{13;DPf!k*!@u~|4++*@X^)tx(+@=z=+3^V5x zhWU=Zcvx82a!rESW9?tJW^G1{iR9V(2u@9)k$4S!KVl_xGZaiJ|5$S~zVg z&aq%J%HF}km(^CcJO8`tBhZAl@;oeh4d20g zhV-ReXZb960F+x zuxyCg{0W{f>p_}+)tOkIU1Z%YjQUg9Ou3t5-rZ+&%=*+e@k zXo?fE=vnIYVKeaEI=E%;>at5yLdqmNqgSW!&!^ynsiCBl$6;kEofFqeu!HpyyI0kR z{r+M9m#p_WFW_19tg5pzU`z&&SBBmXzGbgYzh5$B8`=XlBU62AZ(-Ny3{UT+Sz%k# zY(5zIq|arCnLp6v&r~D!lBIPMt~DEW{hdSi$_=}3&Xwhw8@9hMUrW~Vjtla_M)_Ke z^a?j6m`9{x9r~CbzLP9KzV~q_!ks(qtd})2cb;tbNA0bjW5251g>kR&XietHs&RZT zr}QU0Oa^=`t?S_91?F*NEI(;qnE9Ud-^gB$E97^DQKd91m^G`4E`PtBVK8e6el`9n z*aL$`K5n1bgY+!7Rq~=P8;fr_R*r*16?hsxHWx4J^MuF4syV#%9hcx}FR2e5kvg*q zt}S{U-+EuBGt4`Ra}~p{xc})D94!o`uxSc^Ym?WaSXaiI(H6g}$L|g_!num@EcIh4 z-Ktt0IQ47aXVIr-;XYf;$sENAerwnHJKjEk`7) z=gf)VT75tF^X1NsET_xghGRLOHmVZ`?d2nKo*k^vd(7g8_y$g`kYSEzMS6&{64bIk z>glhR#i@Td6!)002Pat`A8P4Beb1rCx8M=q31gPS2_C2kSKwUnIM?>5-*d0N;bwR> z8a53ci(}oYe#4)3(8(9v2$y^xIc8PR?W^?~*O~LfpBB!Ea;QzUbS%%kbt&y?1^n9T zw*BhRgM6U7aInMltzT(Yt{eK7UO<96Fpqz|4=?*rc=U$vf9GF+E6TTamdV#q*N&sT z*AAk&KNiisXp|G>Ra@1+5FXOBl*Q=(sfC8UD4rp=!4i{xZ!f29gor#{cn0VO$l-Q4y$>zM%`oo z>RTycZaUxlP#H9nQ^T?~sbRl-((e3O{p>GX@VCr&wc+6>(|I^$IlP@7M#HYQ9eK2d zXN0Q9aIJ&(7lur8+We(oXUa{;l2MyQhsp{&PUMF_Kii(e>~M&#wd8-<_T%w7oSS2A zDJP7u!(t|{=>+rB9p~qUL;GZyUXd4e@jA@m%^Ka&9M2GQhp(7LJk=hxHS67fICSuQUK z@hfn&y}YNb@gn+Hcepk9MtT?hD>CadeV7{WCcNlcI5WV0>5E{A8Z)hDVVKkpo?VG^ z-CP)URpMC>sU_)Uhv3z)MQ}z<*aH4U>cSED*GgE{>PgSb&w3D^4TMYcKTwzAY6n&p zhH0*wDf4+NJnRQIH+sGebhYL0;%|H1pN@5?m)cMNuw=2m<#&7yr$u%0ar$_Xdaoz1 z!MdN}(GmSV9{h1UQqvrf+3h)M#LhTaWM;ZVA8;Xl)ul>(I4;Vw`c2^3qO~7d7{#h? zI9ZnYqQg13RBxDcvl+oD(fq%iOYpc)%t{_GkJCaguvpzUOcv`DxnD2hSsP^;9<>v! zP^SD~b2pFjU%hQ+@Mp8mW(KERY#$o!D&a--pd9zPU-P5K%copvFO>Iei_YGwKjKO_ zPmi_mtIqC~C+$I>mqh=Sv*dD7Egbn2R=MBeV?LixOb(0E_@+C+s6mc?$)TxZ^-XF+ zn(jgTYQPqIJokBS^+w!rDY86L=&tI;ie$S`WMb;Er>RehajcjTGBZc%y`KZO^c_3D zuZO6A*kl4tD}iRVL+wgS>oiuqbFMz6-eKP#TH8CV7SbzQ?0jyjHrz|kS~&&=@QV*W z#SG+LxUm-3fivT-f?s-jjd`Ya)Y7MZ=4)5e^`tRX)0)!Mbd8?Dr{GY{N{?BlE~GuR znnZ)b)%t9LJ^0dq-|6U{JK|B;c?iea0q1^(V{j=JP9CG9&u$_wRPXZWNq8T=HxyPa z?YI9-eKq-|(ov$JOSa7SP`h=#Avbak$Imz1tVo zZ!=$33f!t_V=sl8kf&jx44M}596GHxvvWA#{I_hsQ)OoT9m#;O|Es6^PZrIwyZK4) zRXdvFnbyfJi!;nk%P(#FTYgw}dV$^y?-ozQE)|K?(GuBO}YiQ8V|c*%ox1v$iwhvCj5b2P4J{$kHZ_+ z?{zGihEqL*qq#l@M%6#7Z-~c@_1LU?V58@$fmu0|{T%#i^Y?I1Uvc#LYQK><)zf;1 zYhl$-H2ao#(z(3$*U^+<&qiD;;Z+!h8x?*M)vgBMUY&g%nf+p|w)*d4{!n{_mhiOKd?o|>WIL}5?MEAkQ_-$^*5FwCi|vbo zL5q|0e!NGE?b-YxnfHwhsko`rhr&(>HLU1MsD)k2%^BUY=WMA9u>L zoRA#y=u~58;ZjTWot|;sf8FO@I_`FL-_J5mJa^@xWLZxsVWH#LS$scd(s*H3s~h~h ztMIOua5wr&+AvxePedLcSMfGG*_S4Uy*SpA%M;bydXgXFS^P$koCl089B5`vkq+OL zKWy`TeDN9h2kmFa>vW)d_1ow|Dg2lt8mqZr$s*WOQmQ`8^fjz1%*CB1ssq>HM=)my zjOyyBd5;$zH#_zzPu2T+fvb7wUx?(_@Fw6%>)V@|q3^d##p9BF-x4QsS+CEx^ejK? ze3+D}wxda9sPURyLthQ#8C8+dkcs?Kh&cKg)3VA_11 z_Kp0zC-aE@3qH~7X5v+~9@D)DR_PH=xsjH~(>u9Z59K9Uh~Kmh8(Pt_Zs6-(M~6S2 zNB11wk-PmZpU0n9@;v;i=2stf8R;{Eju@HU*^;j={I|OOvE;C34-SlLmG(#pU2jt- zK5O6oPbu>E%t_-~!(UG2A(N@xkxy%wojXtQJ8afNjFX{!3BDyis{z;A+{okK=i9V_J1thfr-y3fHwnzq;u*7xlN z`+}eJ2YY!M!>Deu{(8{l@u|K%TP3j(%?eJPiI1IS&mnF$6P{I??dh|TXI}kSPXC(S zgpL)f2K)z~d;-lrndc!1hMlJ7YpHgGYk96an4>-{qDA3bOG|hoZh&>e)r-TTbz--P zg*?u_$C(yPa-E|WtU5A-#*c?3z^MqHZKrn~@cmNvErnBy;MLp*@w7Q+v_Dc4{*L>l z)73AbwcpMs&r3SzRsG3zMPdK;s7F7xHLNM-WxXWoRWHAXKWY+9T#v8x5ncw`c@<4+ z+ub}`c+@O-RXtnn_p+~FgHP|nxwrWr-qa6t+3{T-E;ZzAwcm;=88=JSm!I*m^DESy zEZ-}~9P@e6-1tpq1pCgC<@JgAo1g8{Rs%M>$$pH7>}WMBIO7RBan{n><;P5mc-qe| z4xQ~}-2Y^8h}#IajueOOU+8ZiO$tNaOAci>rG)KYr-c0*`EXuH2?N)rgh`*IglSz; z@Y$3wTL#Jcd-aY^#f^Sc-+ie6w@uB5Cr$V@IZXbAKJ^X%wD)+Wx^Kas-uG~7-HB=n z__XP#==baQdMvKB!~MGbt`2$C&)>z!+I$j5uF}f`e zftkJPdFr|w)NSX|tvb`h7wadg*(PVX{~x@a-@&aP%vRH(#(rg{+GBR}N$feQ4`{CP zAn!yioEiWJW3%lQOt)*Xz+3?C)Z`jJ&ru5}d&8==XEPi07fbntq7S z3OS|Y>-BgulfxvOcP`ADRqOxa|Ft~VjP&p**Xqk(I!Pw{{DM>&*r|N?siEw6S;}Ul zTmDDp-8rz|7%V^V4!n>rXQi-5$^4%^LfVT;=ENVXcv?wG9t5yR$2Swv}7}-_7md zVKq2bVJ^;Pe!AniI29f?V?1nAFCNruJVw{5`AGe^70&ITas5ybru@n`@w58zH#Mfq z9)Hu!8skH7tr0wHhHI@*CoZGgA5=G14uNNIr?Fn+u8Ju4s<{nMgF&nDtQgo-_H?v% zT#kc9Fl{o7+T@7AuZG=S7|Q8nS?;%q&Y%C6y0Hyzb-5aFIBx?VL-$4Ijp*$gKjta@ zfj2&eCp1Bg_b)S%{pCvBsHPjm?>SoUPrX-6quStdi|dxas|Flw#}3+*x-rc$Ool`x zzrFqjm=t8-9-nF8Mbn$zm@wXLBjc;<0L&WIv(Y<|O&e<2T73 zJkIW)E_RgB*CV@IJAZ1YYaOiGV-IW-d#Z7(RV8vo?emIRN@w3*%qQN#UYTT?fxRkp z)}eK9N-t>7N3temA$6aX8v61L&h~zs^r&p4NvWYBhu&&Nwpx8K^y-u_MyAsGfhlGY zeeTjaHup{myLhJadg5x1jsKJr*VX;or-XT}Qo>a4`Hn49!oDLsKloOkdbQ%q^!RGL z%xf7DhqKYb8YU;HiS)Ai;#%qIm4k_)R9(1vzS%gvfyxrP8!c-)uf@6>WfRcfyPjje zsPi)cW<_#?Yew+FtCe;ifg|tphR-%9jjK!_VovXD9EQHsTm3h7DBWqec|W*Rj29h- zE93MRXC6~G?&k0OT2Ii|6L6}!B(r`nsnFvGq?tcI2dnN&Dbz!oP7N+IgP-LAR55`{7yn z!#t!j^$u6Tv9EEt?_k^kcn8<&vv8`ebgL`Xhj;RhPLZGSlzQ3(#J(3vO>Ye0l@i%Q`w@xzOT#4Ggir0ZxF3V?FWPe5cP@gxGe3rf7(*J6` z|6N6QeCyT}xnJ^?x0~akYb_c>)2dY;>K{(TwKkWgg`SIH);GA9y9@8nOXPJ-Yi+@Ze{GVB&e@QlfT6Snj(<(WV&3~U0 z#_>F)=pR<)(y{38t>D#U`7}8@%^#YPEblXbD# zLfY1$$Lu?ls~pKG?N%rEPwltzFPy6hjulfNb5O?V2@y{`4}@KZT{^2D)rAXbTWdzE zAMb-pYQ#>D)3#>AvKQ2uugJ1_y&z0~$9-zmo?GbjUzu6dkL>f8+hJDIv($mzU{o)@ z20GWMfpqrka5LBy(ZI&yUHK#NwK1>?hRuXYqv2C5e5&*PAeYsSsg8QrM{39ZHS~9V z!r5_phyUVNoSZ`K{7$tgVaGg?srz3(U|Ak`wWO*}wVxQ~#B1Lz8Oyg{-f)WaZGR8eK>Kx=>~p zzrw)nwDy)bmE6>wdVp=s+w7U67x)%_^|?H+y)qb1RQJiaYHqJtE4y%ZoKPHAn7bL= z$&QJ0qPv|VdnTIBfL;26Lw~k+BDsSeEWhCY)O{KDK7ExEV)xsdQp;a6FU=0~v`}AZ z=dT&Ex{2oVX%sm;I4e(+<@O&LNhf%J9`(L8FS~xfY!bXIMdohh-O;0L0=%Nt=G>4H zVs5u{xSP-B0V!ecCAe27IZSH7NWC%iO`Oc@SUX$2X-DzM6U^kk=W~7xtxOMK2X9x_ z5qR}3KhYfXi14cSJ@BfHz9o;tRz9)CL*W(uy{1P(nAE`x;&BO~wuY89v~}o3^VxGq z-%y=3i+5nDbARD*=Xs$lQ(99i8v1z0A>3(xcUlr$+3EHg_1xG9mx61P;aK&*4ljJ1O;Tw44n&QgYxG&#ajQ>w>JbXGn-T&N_(0r(Q=@(PN^g}S~>{Q$* zHB5UYHH_iaitOAe9mxAIGfjV+_rdOpk>k@t-0S*?W)C<1DU49}C zR`MXNYl;l6$Kc-69=i^gbCf&$|4WPxQ~?aHLI# za1@60tA;lZ*ipADC1lOCpYBro=YEgqsCK0A*0gJ!9tJ0Puf?Z_eFxJ*@oVPv3-yD% zFAqG-o8x`j_c51OnekU6r09Qldo4vybc($PDROh@>w4q8)e_r$E;n`A1UDPhKP9w? zSAXgkPI-$?wjh~CqW);77THfz(Rb|R{5jMezlxFP^f505e$|A ze4LTJ)Kl=HygBBohp8Xcd}(nm;n0c-x)Z)satDruL+$D1x(jLP7pU!A4(iLF5c~|7 zHg6<6x(`oN^Ywc&>aVJUHFF%hYvMzTHM~_DVcj;m`%ix6akAO<`?_7kn=x8l7aaNc z5q)X{55w$_)Pv8%ro}LGDekx2{NZQxtlzvocy-k8Hv`9-j#Jj*XX7TzYvrjeKPX4+ zJT;;I#5VaE6KQ~@s}p%D;8mL5?gdFS%1kb?T|`8N(~j>6Nf%d4OPw4Xyx>*YMAwb z&%NCAP(7T-^riH0?2tJgvxh6kXM~!?89Y$(N((a0+-BMhlo?i@m=$VzXN5{SeA92U z%v)yL)tViKK5Nfmh8dp6WG(-e6Atywm3^8UV(9O4zcqh&5+6Jd{II@xbh-dW%sAJ?uIfb?*7R&V>H<5(cvQPxO7|*r-+#lV3YbFpc%OLw{L5Dn`@HD0`| zmv%gzm(i(i#kbUbvHE=nXz6_)<9&bL?9FO5BVWTDzVsfl21m`~rP^ce??kvGn>jAe z%%43Mk)0R4``Jf!4&P_KdB8R_b>6Bb@$z9hM05CJctV%y1TWVQF+ zb9o)zs#@N$J=aMx`8vtu>wkN3D4twwA8>J4z8Ge0E2cekFf-nP|I`iw{hm7ee+Q0F zmG3JXmk!bOY-UQ9f3BzX3a_@=>diO9t=@^D7e8y~FU7V<3_}|CU;OpIgZi(D5c-8sA*0_#2%PpQqjhu7`&7Bu( z(z$%MQ_Vhoh@T#|%N|CJ!K-R{REFvm_HKh?!LO;MdcP0wY5muAxNiI*H98%Bekq)S zS)=*sMjuDhq{A<%q)qyKTC)d#ZsdJ*iT9EGzruHUANJ6U6vWfm_O{uTUv6jT&>sW@u!*Jc{E!l zOtu{D9Q%m$4(+vQ+YwG(rC(@=Rq3cbG4OW^^0b&240z$fWtJ zO&BjPtNZP0zDZ`Ir{ss83-ZlMsS|l1mi$k4{IB_;L47#P4xY&=_z}G7oT|=)S#>b0 z667T=?|fbW;L6n2fEb2U5P_ZPu1wPOs-+KqQj7z@X6t>QP}+IOyN4vXMb$sKxo z&(P&p)6{XKa+-O}$5FrN=J)98t8lOtxD_vH4Ln-}!`eEQz_Z1$ZO3ak*@uOp;u~Jm z!!-AnGOs%DicB%4)Py(4>C*cvoFhx( z#b{pFGJc0`JX*DU>6NKG4(HRThVd&rsSmgwkJ=&6DiQw3R!AGzPM%9Up8<9rUWZFv zBNL{N%PV-+eILo6&wy1KuxizQ`^TEvhuYeVpdC1)dbAG{ueF1o-d@3TwO?J>+Q@{EmxYfdE<;FCg7>~);8-iPFVAec*tFigB$*164@UXsCR=D?b zs|m1boVu_gMJ9#!H_la2rbn2V61vlKo4=nNX7XA0roE4GZsdJOOL;EIURE>H9h^Hn zLr34{v!}aHp2XW)hAZ$w_WA=>ZIok9Qy%;{U-zw1jk#48pFWN?p8kFiXUXCLXm$cz z_y+H(Zahbg1S!7u!2znZTQUX6Yl25o^iA4EA)i>u(wBk~`fayi@MCc(OUa3mZm z<0gCx=9S#6p9j-A!m>Dgs(PVX@NL{my|&g|cDbLquo>*2M@{>O9-zymdVK4;cx`IA z$X?WA{nW3w@lw&Cc6hxL;lJ;Zm+?fmL*P@E8k%5bgxRIPk!#CydL%>TRaD>b4ys7+nq(|J6k zX4O*)aob@26VFdVGHcBz_aoOr|EC%8}3UBBlsPf-=se4=(&&w7*IzSFMQ7RCG@#i7M`GlQ?lyxJ+Zy=8|`)3bw_ z7j<8pedPV@M46QqDw?N#o zXlLeaXMUaRx#%Oe>Y)!#Hpk(-SS!z0&#L%pI~2~OweXL2;T@V|A53!`t9viGH2nGT zd(B3_CpVtgD1N5QQnle)b>TjG^W;5dxbdtAcPUKg2S1%}pb5X$@ib}tWbJ=wO*isB zTuXn#pJu>;$lTtdpLyhQqCt2~89q~?mh8TOwguzX!ms}7y+)PvbQskWel5ePN+05% zaNFb;c~#YLL-C@SEqM(*SJ^3Wi>5x+_f@cSBR;hg9*w_T4R?*18@20DoTzlB*X5W7 zvzEKA?{Zi+Tb-!?mvIq4tbSlqoT??g7VzYnIiKCa-#9%Z}*P=&62D% zbKrJJ(?ClPrP+n${q?9ho^>>amKn6C3^i<**1FTtmp!J&Bv zp!R!?cPfHOpQ-_2&m4F(8y|KCj?j%i4v#vaLGPt!5v=!A@%*8ZzWt$+?Q`u+Fj@byfu}>*=UZ^dK#( zOHwfn7*6R8j($sx_>;ZPX&q>@9YV9$yl>1@^nTxt--qc`_KzPt&F9@PpLbm|!ff8; z+9iC+-b>4Fkk@@)M#yU>@95L?kTcDFyW(Fz%5|HaCZ9*vH|?t;*Rp@jK3e zZ)~{C-0)Sf0uSkNA`Y@1Z^EaV!kpc3req#p!cltFsWK~I%eXys`35x`ohW}-ly?nM zkBx;}qj0UN$8f0`FynC?4X+yS$eXKgh+DP8sm9aFH{eoPI94?uLT!Qm9WFEhr|PAC zOMpR*%Hhwg(R|~jpL?B~)qo#Idwf&Y(agWbv-at8eq{F~)+qh3Ee%&-*6c_N9#Jzx~V$669U;s+k{OSxPO zeu^K<-*pVX+i)_&T3AO^pYq*5XW^ z=uee{=~Oot$jHYFE%p#G%#?jr!(GVADQd&vaxB(?j(5 zvT{0BrRSaDzBL8<1-uTY)7iVx&aZ(nW9d`0snt*Or_-?_-h^Ge?d^CR_Ry#D92|^^zRq^*rr-?Zx_pJLp*39xe`T*A#~)f7tO{*ugAZ2Ybge z!qQvP!z3Ji!cK>N&B`emVf}mb1fO$_f5-@%^qe<-X;}DFp5}5Z;S{T%u#(G>@X#OP~{xdxzv$9+GBr@`Nbkv94zlBvN!YO*$m?u(0 z`MgNYpniN=4%4-Ihbed$4Zd&=zSUD7{deAm50b)O9)~@=@4INj#by@^SDA;Kr$-30 z8g-VjoXHOvn-~Ti;%WFv-*C2!(!0$?UyEDh;av4Jp6NVU3t<3VdK~Xk9V}Y=E-m{d zS~i_&5-b{uf7M;mS|3x-tuyTlc6G$d8o`}`ztgIAnw`PH4yhL>)1^kgtiGg&RpVWI zpU0;>&(ZB_v_J4Kwcil9($wR}Wx$y>v~yZhtRv$0+;UTtSM8aB7r~V#8{o~4aP<$b z@e{ewax-SZnf0`|F+1?2cl8Y&^Kq{Jcj_M|dVN3HQ*;0}sy$OqfK8sa$2gvdNA(!+ zw6?Fg{FHXT7uNB9%#f46^d8)Ex!jGf)X{Pr_IC951FP)-^F?(chRz*;uWspBgVDL^qN~;hA+?M1wPsCo$FG= zFgeRr^sG52+F^lbHN&&YkEG!%>CVY?v-0U7cBS`}Y?=l6W_Rw*;HS?pH|0Gj-(ltY zOuGiNLc3d{Uih6~`MPDcykbOI+r@UEqvEoRz z@N52XSf$Qe3XeA6PNU&j24B`-_ig$B&lPNId?%hYhL;OoC5$u2_#d||#NF1(4*a1Y zY;VfDkjX=J9*%Um+2+x*Y4ELx7j*0c`ht3f&2KS#bCVw6D1HW7SGk^GWG=A=c2zv) zzH_3pIb)Z@IM~&#-t~v*@O1YPW~7J9*otJ^Y>@BJSyn?i%-VNvG@CSSRZ)oBiev4M z=8Z0+zbDY&Beh|%+A!jM-)P?X5I;l1pZ01r=d~(U6ArXXjE8*$ezou;-u3UzN*^E9 z*UNiG_a=^co!@FhyD)l>IhzyYShc~OieXh3$0hA$1DLlNMaQxab)4*&%?sLxp>N<^ z8~NPjiN+Mj<{J|AiFVt}ht;@4SbKH{I!A{Pe~($Nf7&BA-{)IDnMGzLCU22n)W_%8 zZ23jEXNJwRgy9!vswwPml5aHsQT%J5&%ma7I?L1Xu5_89-f#QT@IQ6oooPJSX?EN4 z4esWT*kUK=3+81XP#=zvt3=xxdXZeEyS#s2P7Q14)6VGp-SDhNTlExaTrCUCtL;^H zJYnDGCA_E?@M?ufUXwY-89Z5X9J-k&Y0Ez}eGxr||8Zxjo?#dMB1ctw+7|9mK8Kc7 zVdhugaB~x$Qs-^bT<1Bw>Pr)f@TgwS^GfIY5!!c_V?6G&Y&3mo4$Q)R=AK1k%Az5` zn(+zrAdi{&H~r`r{XV$WpjM3N-?6Z+7_Zv;HQaD}FE!dmcv5aAxvR$xEQEs{VbD1; z5b>bBYP$vSD&3Pwi?u)kv-4{;cX9CJAMjIHcQ_Av-Ed-ZTUBmnIF%Uoe&0IEI)__UozJo zHrij>0ofd_%nhio%VE|4_4amtx4{kaeNMt}XWT7tKlkFEey9D}A(zp7m~)y}|qqSDTl9 z0Owkt&0CZcI$f_WT%HpepP9>}pR4}J3t8{V&Pp~DeU{93dv{v$!8c!FS8I~YWOd;P zI(z=9FsG0o6n9#NW7XflW2L_r$CI#_Ct=B3d2*@BiL2_u%4s)$JOIr$HOGGVdtLwq}St5cSil{EvoDn zyUl#fFj)5QC~h4s$G`4!+!vic>^XzR^@85utNf?x!u4N!EPl1yyz{CvF?LNK1zUDD5t7urW)P~RFTd%g~&Emn@V$Qjdxn>@$`ceE=3ybA6*oi~C z>fEb?9X%aF%>6XYld?jqj#)Im%rGx0OZ}G>TH0~4{O+vKqm{nQaWac!uf-0{44w6y zSN)g~GM=H6UI@Dm_-vd>%PLE^uP8l~@8!9v(Z9YcEp+Tjx98Pbq~CbtU~1^Z|1bkS z?Z&5$IU2p08hUrD`iJ~k zyPYSqo{&G+)x1t4oQq~$yF$(rpF`akb>Z!_8J9=YiQT{9d8fnAP#do3#N%+PI`J*F z68K*E*p}B1FYAx1T;(>}Q-jBJQcotR z7Z2~Czth2z9AkWa;FumD?lxBK7x5^JztD5S#!=_OK^QdwR;?=42lVr2>f=p@ClO3p zx{9W@k-l{he^SF%^G-#4`~7I;^Z3aQ!JJ8py>@z3v!C%LoNEF;Hsao>|6ymG=Q+i0 zLU>vQ6BmtiiMO?)Va2U=eVv~PvuAtW4W4r*3|~ZpAF<3nux;is&FfU;^1fe=vsU7+ z3(XLGVBV0nHRc~UR;y?q@z8J{he_J-*CTP%+X(9S9)3)MKkUF2>pGg-C_F8OZa8B4}(?9*&8m6x?LFUOMo~rlt1)s;A9>TlSgU4W0tz)iZh+{C^ zns%)^6ZhKmj9ww^tKU@+8jhn^CDNaY`A9Fuk*+m&GlX|xXmnnuW`tUAq}f9Js~Vmy zq|ujE!?t<)h;OSYx5KSp3PUZe{TPf&!lzdCQ1e|Xhx9T!m0Ga=M!9|C<;6eBmj$Z^ z!>au}4k`7pOy6*}teLu#U>5y-5-n?Nsk|8e(TQdRJJm+^Vwl5;v){&y;9_~k+vF|G z;0ujeWw-Pe9@4$hy{_HQptEML>-a%%1hcLLhLl|RzYf4*rk3OsF z#%G09`Y`d$v+2j#VX|5Iq0jN{@xd%KPhUny7=e!+?35W2c6mSf{A-?RD(*9L_%!;) z19=|stZI7dC_F3n-ZUOj`EI;g^U~5n<3zr#zhTyP_1^(|qnf!Mo|PByMEr?+Ez<{o zQXl+WTdwk?OeU960^n5>gu9MA8x^HuJW5qmN>@Iu`j~naf_ls9MmZ<~v77uy-tMRsa$1sm? z_=7&y+~4DD^8h!QX?j||^=dhdU)aHYvc7APe#VuugU0z=n%RkXNLuo~HRahVqs2!& z57T%|=9o#Ji|fXim9J4F#y67(e{FJ@s5Y$lI9dIcq6fn>%*PVx5mz0OOVchjG^^l+ zUz3VQ`5zbaBwwYs{1UGNpI_&`Fw5uPH5HFXhrS z&!Sspg^6Rb!rTwCLgRw$Q1^It82@*6*imJ#^uZjT$MR>)7w)?`ngieWb{f_knGQS- z%j4{*xWSy^sy60vd9Gw;O_|EmKyzPkff`WV*LQA#Swr>Q9<^LcT6ib^^zM9`7vMbS z@Ji*tjTW#5c1{084Y)wYmillDoxKD`Rs0`TZFCvw8)jS<)w2dZR}gl8g|FdPE&1K& z4#cO_d-YGjs2b0yzN>#my~lfXU?zVSO{-Gv7nu{Rbluj4zSc9`uoITSsOy_OMPCFqt;d*=9s=r zw=C~vUYHLvL;W~4VsrK3a`X0O88ix7{MK}zcV_d4>QQ&JkKi!>*4t@e%oLxY!_&;_ z@R^#^s5?C^WZ+v(Vbr(_(?T45K7X@_Au z24`gV6rF^|8{0wl$(KIgE9KwxmUkncwB1?sc(c1}bLG&TO?UYN*P?F~j^KIN;M{yp z2H^wrAegn$dEVp=ID;Cf4~E@|Pu&AIo^qYK@xW2{IUd%*h5>8nP;h0K`wmwt zPPq!UoR8ZS;7n@7q?ULTPPHUI>hUbQQtbz)4&MkzZu5MeHwl-Do2CYR!q1!GcAkTc zHMraR`g-r`U495tcAEKvLz^y@=PD<3EpJB0L>P;64c+Bu{=!p=TQ!4ONuSZx;Lm)!53^|T3#ub?>HhXb zvb1hiyH80DN0yoM!m|eEn?)VX`*N`D|TQ` zX!JI37GFat?|U^5X`ZaCVlz7fuC}A%A-P$b^1^~sWxZeBChWBfY}%GKVfD%8bcWbb zLCZRtM6aShRlUo{fJ5zR20P$XXS`lxGWg~u`nnnKryk&<MOVH<-gjmRy?KSEljZ+hZ`s zb^OoA=Fng#`HcNIHH@1=^Saz;?`dWi^~Ec{qGc^LmpIBU7oXQnU{)-xq?o3)=M!3r zx}+&@W6izl6kqRi8FRnBqWQxHd|>%jY0D+*tn=I!;2MtB z50|PRr(T3dttPs}%Ss<<9oFJNduUIMaH)wec|5FKgHx^d8fH7%!N_C#@jBX7Wq+^r z8rb1zdmTTl*SjiCT?or^8gMknEEtvYJY5RbWvL~b;#u{t;&J`dvW1?fqq-6otcJyn zVDO;jc-Y5&SJ+qlN2Cv6PNzHVYB0Pi_j{@hr_=lPZ{d63ci4TVTF?wn^Fexr>ccU( z)UZ(6BybhP9*nP#f z@}%^UM~fP`L;aSfJ{#nqb5Ga9>$phW zHijmC32xOzeTH}SkK^lHqwb?!_0}hBHw;JXUl1l z!>Ju`Dv7VXSe{kKCbTITev2-)<8(O8dVt^R1$m?!&I%n5(%w&R7e=&i2b*~oZi875 z(5jxcOMVHDmA>H0pJ-U|yjGXPB)qEGi_uK>ZC|txwcqfIey{fXt9{sXGF(b1)(8TSD|plxPRXI|c~-7kN>6x` z-EijMCte4$zQnb?Cz_k*I(lJNnE!dE9(<<0(f@1h>|>fbqcHxqC8Z)`z;x;mC@To^ zF-BUW7zyb1s=*Es3BwJUbH*vch+o+fB^w`FRG>qg*&H%8NQgEFh}t1RaFR)Y5XKf4 zk%>AqG2JANI79~fUCI{!*?+4ked)dB*0%TQInQ~{bNG(K&*&oB88-kv~Qi;t%dX2T?(9 zA~mJjC3@L9hW`CAx@mCB_!Zbyz?xpfz6tt5E-_!7o?HvPxw?mNztj9=HyD;QkGd5- zBw6&oReS?xJ%ig)IQb~z23Kle)p-1o8_v;lUQQ6BaQ@oBBQ1Ee;1+m8{BeeQVid7Q zd^}hY3Vy&-k3V5Q&UZWKeGphv4rZm0gJlpu^=A^xWRp|w2Ft*Q$S;VgD#0@FWDD42 zsB_|A1ejt6mpa;rtqv}cCLc7e0XM1ZS(l^N zCpYXF<=E^y)WLCWU=znkZ>0B-zflS9)qs}?CgL_Q)Mquv+r)ifXVqz*FUK41Bd!Fi zm0su^Vl3MtxU6LAg&*PHdJw<<8fvR}VsC%s)H{5~Oc6yhGV&gCyZ3`#XYnd+gO4ZH zDjT0Gi_vPe)0gfIr`6Md_EZCx6^D1nA@sjj@!-IpqX!SId~|j@ucI%WP0qiO85Y%g zd`HpeMKj;<19Vw@297?WN0k_BkecBTy%oj5202P?XJ;WAEp#=WcZskJd zUpTC`he0yKjE@64(nh>zn)c!a|4Xp6dxpRphEP)oL7zLHIe+x(fLHCEaPMPyz%%oH zcs-t^M?#s$6DkATaPLS8lQZbeNu&Qco?2l5F_D${X#`INWfsLSx`Pz*GkYO5J2-Iz znglDcR}36fB6(vD8g?~2R_}4N?ZWm_vM}h<2t}N2V9j4F%q>r zs|ha!vOmYwrYFglpi=5b+j%3JYW4yv^vPxJD2Q-B7&PJHf1r#7%Y18Hu_U z*5rE$519j|!K(@#yO#WJcpdnZ$K&yZQRbTtT_Eqf?DX2prUn>>o_*hM^bq0?YV<{; z08jOCGX2Z=Ex4eyGSWMk4zHei2fTXvx}1Tw{lNnKVCcnpkQF6k@ib0`tMVR1gQX#E z@+7~5v+{>yzr7tDJ3Y-Fedrdzr;Rh{wZVr^=@$%+q-QXeUK=z0%y_gX!?8DjRU6J5 zr5ZnmwCN`NeNA{BnPm4#6FxyE+2=J+ZZ2ZJl1H%YDhWm(#(VoU-%GX3Q(78=CK>M` zJ$(=Rs2!6tR$K@|*U$Xk=0LRZfwGp~`rGIp>~?x7ENC6p8SwKo$T!IkH=-%6V19XH zB;S|t@YY&z>j?TRxcHT2#Q)$_dJFtk7ao=5j*sD9W0nNSEmzPzoJF%m9dWl8JpBYX z#rLwM86KY8up8V8gU21$az8vt!!C3{o19wH6PzFQ)ToSnzn6k#-RQR>(%`z#6tz+J zGQ@J;aUOnJg;y|fOBEb^2iTPL5`8@2KtK9{k!QqO(d0|SHc@Fl(u4f*0JnJu0x1CqrrNS9PWL3{)n#@qJ1j8ME+KfH{UsOI(VhlJhbR+Z-UoS z`#bZ*-Uzs^Rb1iA%g|Fr@|f6r=tG~um7|k7H4Bbh@5HLqx2WlDAbx@uA1ra|(cOQ* z$BI0znw%{+ni+m;z^V*%QFy7(+KL7}5q+m0^G?a}>fxf6jWVbD1w4zxsO7!k^jKGV zmwV~AsUddqLAyQ(K6(DieSgr)j3=l8{rUoWZpNaWIp3Vkcr1|jodBm2Z1^PO!_Yu4 z^L%e7M|E*Ex=-S%q`W9}W%Sq_B>%&E?*@34E#TB+n8EcSbL7z})LcMM)dN3;22{!S z(oIHLiAPN3J9t}xPsg_6zwimzRX{KEVWZ4FjXt#1D6t)Ox{Jswa2Lwsl3Aa#XoQ}10qa_eyHK;f#=6d;7CP2H zvd*nkPwsz2) nFeatures: int number of features per line (parts) - + zseed + np array with the height of each scarp plane-feature (as many values as features) + slopeAngle + np array with the slope angle of each scarp plane-feature (as many values as features) + dip + np array with the dip angle of each scarp plane-feature (as many values as features) + semiminor + np array with the semi-minor axis of each scarp ellipsoid-feature (as many values as features) + maxdepth + np array with the masimum depth of each scarp ellipsoid-feature (as many values as features) + semimajor + np array with the semi-major axis of each scarp ellipsoid-feature (as many values as features) """ # Input shapefile sf = shapefile.Reader(str(infile)) @@ -71,6 +82,13 @@ def SHP2Array(infile, defname=None): id = None ci95 = None layerN = None + zseed_value = None + dip_value = None + slopeAngle_value = None + semiminor_value = None + maxdepth_value = None + semimajor_value = None + # get coordinate system sks = getSHPProjection(infile) @@ -86,6 +104,13 @@ def SHP2Array(infile, defname=None): idList = [] ci95List = [] layerNameList = [] + zseedList = [] + dipList = [] + slopeList = [] + slopeAngleList = [] + semiminorList = [] + semimajorList = [] + maxdepthList = [] Length = np.empty((0)) Start = np.empty((0)) Coordx = np.empty((0)) @@ -125,6 +150,19 @@ def SHP2Array(infile, defname=None): if name == "slope": # for dams slope = value + if name == "slopeangle": + # for dams + slopeAngle_value = value + if name == "zseed": + zseed_value = value + if name == "dip": + dip_value = value + if name == "semiminor": + semiminor_value = value + if name == "maxdepth": + maxdepth_value = value + if name == "semimajor": + semimajor_value = value if name == "rho": rho = value if name == "sks": @@ -149,6 +187,13 @@ def SHP2Array(infile, defname=None): ci95List.append(str(ci95)) layerNameList.append(layerN) idList.append(str(rec.oid)) + zseedList.append(zseed_value) + dipList.append(dip_value) + slopeList.append(slope) + slopeAngleList.append(slopeAngle_value) + semiminorList.append(semiminor_value) + semimajorList.append(semimajor_value) + maxdepthList.append(maxdepth_value) Start = np.append(Start, start) length = len(pts) @@ -173,6 +218,12 @@ def SHP2Array(infile, defname=None): SHPdata["layerName"] = layerNameList SHPdata["nParts"] = nParts SHPdata["nFeatures"] = len(Start) + SHPdata["slopeangle"] = slopeAngleList + SHPdata["zseed"] = zseedList + SHPdata["dip"] = dipList + SHPdata["maxdepth"] = maxdepthList + SHPdata["semimajor"] = semimajorList + SHPdata["semiminor"] = semiminorList sf.close() From 64aa692a7539e0a7ef3a6951c1c83ceae7fe86cd Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Mon, 11 Nov 2024 09:43:24 +0100 Subject: [PATCH 16/23] Create runCom6Scarp.py - Run file for com6RockAvalanche Scarp - Create scarpCfg.ini - Config-File for scarp.py - Create scarp.py - scarp.py creates scarps, that can be used as an Input for com6RockAvalanche - com6RockAvalanche: update scarp.py, runCom6Scarp.py & scarpCfg.ini, add readme --- avaframe/com6RockAvalanche/ReadMe.txt | 34 +++ avaframe/com6RockAvalanche/scarp.py | 312 ++++++++++++++++++++++++ avaframe/com6RockAvalanche/scarpCfg.ini | 51 ++++ avaframe/runCom6Scarp.py | 66 +++++ 4 files changed, 463 insertions(+) create mode 100644 avaframe/com6RockAvalanche/ReadMe.txt create mode 100644 avaframe/com6RockAvalanche/scarp.py create mode 100644 avaframe/com6RockAvalanche/scarpCfg.ini create mode 100644 avaframe/runCom6Scarp.py diff --git a/avaframe/com6RockAvalanche/ReadMe.txt b/avaframe/com6RockAvalanche/ReadMe.txt new file mode 100644 index 000000000..e720de481 --- /dev/null +++ b/avaframe/com6RockAvalanche/ReadMe.txt @@ -0,0 +1,34 @@ +How to use com6scarp: + +In the main configuration file avaframeCfg.ini: +-set path to the scarpCfg configuration file in the MAIN section +-e.g: configFile = com6RockAvalanche/scarpCfg.ini + +Prepare scarp configuration file: + +- Input: +o elevation: File path to the DEM (ASCII or GeoTIFF), which serves as the basis for calculating the scarp. +o perimeter: File path to the perimeter file (ASCII or GeoTIFF). This specifies the boundary area within which scarps are calculated. +o shapefile (optional): The path to a shapefile containing point geometries can be specified here. These points represent the centers of the ellipsoids or planes. If a shapefile is specified, the coordinates (x,y) of these points are used. +o perimeter_shapefile (optional): ): The path to a shapefile can be specified here, which specifies a boundary area instead of the perimeter ASCII file. +o features: A list of parameters that define the planes and ellipsoids is specified here. The list is only used if no shapefile is specified. Depending on whether the planes or ellipsoid method is used, the list must have a different form: +  Planes: features = x1,y1,z1,dip1,slope1,x2,y2,z2,dip2,... +  Ellipsoid: features = x1,y1,depth1,a1,b1,x2,y2,... +- Output: +o elevscarp: File path to the output DEM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarps +o hrelease: File path to the output DEM (ASCII or GeoTIFF), which represents the calculated scarp volumes + +- Settings: +o method: Here you specify whether the plane or the ellipsoid method should be used +o If a shapefile is specified, the following parameters must also be defined: +  For the plane method: + - Planes_zseed: z1,z2,... + - Planes_dip: dip1, dip2,... + - Planes_slope: slope1, slope2... +  For the ellipsoid method: + - ellipsoids_max_depth: max_depth1, max_depth2,... + - ellipsoids_semi_major: semi_major1, semi_major,... + - ellipsoids_semi_minor: semi_minor1, semi_minor2,... +  It is important to note that the number of parameters specified must correspond to the number of point features specified in the shapefile. The order must also be observed. For example, Planes_zseed z1 is assigned to the point with ID = 1. + +If all the data is provided successfully, start the script by running runCom6Scarp.py \ No newline at end of file diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py new file mode 100644 index 000000000..bce5194ef --- /dev/null +++ b/avaframe/com6RockAvalanche/scarp.py @@ -0,0 +1,312 @@ +import rasterio +import numpy as np +import math +import configparser +import shapefile +import pathlib +import logging +from in2Trans.shpConversion import SHP2Array +from in2Trans.shpConversion import getSHPProjection +from rasterio.features import rasterize +from shapely.geometry import shape, mapping + +# Configure logging +logging.basicConfig(level=logging.DEBUG) +log = logging.getLogger(__name__) + +def runScarpAnalysis(configFile): + """Run the scarp analysis using parameters from an .ini configuration file. + + Parameters + ---------- + config_file : str + Path to the configuration file in .ini format. + + Returns + ------- + None + """ + config = configparser.ConfigParser() + config.read(configFile) + + # Read input parameters from the configuration file + elevation = config['INPUT']['elevation'] + perimeterInput = config['INPUT']['perimeter'] + shapefilePath = config['INPUT'].get('shapefile', '').strip() + perimeterShapefilePath = config['INPUT'].get('perimeter_shapefile', '').strip() + features = config['INPUT'].get('features', '') + + elevScarp = config['OUTPUT']['elevscarp'] + hRelease = config['OUTPUT']['hrelease'] + + method = config['SETTINGS']['method'].lower() + + # Initialize feature parameters + planeFeatures = [] + ellipsoidFeatures = [] + + with rasterio.open(elevation) as elevSrc: + elevData = elevSrc.read(1) + elevTransform = elevSrc.transform + elevCRS = elevSrc.crs + n, m = elevData.shape + res = elevTransform[0] + + periData = readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, (n, m), elevCRS) + + if shapefilePath: + SHPdata = SHP2Array(shapefilePath) + log.debug("Feature shapefile data loaded: %s", SHPdata) + + if method == 'plane': + planesZseed = list(map(float, config['SETTINGS']['planes_zseed'].split(','))) + planesDip = list(map(float, config['SETTINGS']['planes_dip'].split(','))) + planesSlope = list(map(float, config['SETTINGS']['planes_slope'].split(','))) + + if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata['nFeatures']): + raise ValueError("Mismatch between number of shapefile features and plane parameters in the .ini file.") + + for i in range(SHPdata['nFeatures']): + xSeed = SHPdata['x'][int(SHPdata['Start'][i])] + ySeed = SHPdata['y'][int(SHPdata['Start'][i])] + zSeed = planesZseed[i] + dip = planesDip[i] + slopeAngle = planesSlope[i] + planeFeatures.extend([xSeed, ySeed, zSeed, dip, slopeAngle]) + + features = ','.join(map(str, planeFeatures)) + log.debug("Plane features extracted and combined: %s", features) + + elif method == 'ellipsoid': + ellipsoidsMaxDepth = list(map(float, config['SETTINGS']['ellipsoids_max_depth'].split(','))) + ellipsoidsSemiMajor = list(map(float, config['SETTINGS']['ellipsoids_semi_major'].split(','))) + ellipsoidsSemiMinor = list(map(float, config['SETTINGS']['ellipsoids_semi_minor'].split(','))) + + if not (len(ellipsoidsMaxDepth) == len(ellipsoidsSemiMajor) == len(ellipsoidsSemiMinor) == SHPdata['nFeatures']): + raise ValueError("Mismatch between number of shapefile features and ellipsoid parameters in the .ini file.") + + for i in range(SHPdata['nFeatures']): + xCenter = SHPdata['x'][int(SHPdata['Start'][i])] + yCenter = SHPdata['y'][int(SHPdata['Start'][i])] + maxDepth = ellipsoidsMaxDepth[i] + semiMajor = ellipsoidsSemiMajor[i] + semiMinor = ellipsoidsSemiMinor[i] + ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor]) + + features = ','.join(map(str, ellipsoidFeatures)) + log.debug("Ellipsoid features extracted and combined: %s", features) + + else: + if not features: + raise ValueError("No features provided. Please specify features in the .ini file or provide a shapefile.") + + scarpData = np.zeros_like(elevData, dtype=np.float32) + hRelData = np.zeros_like(elevData, dtype=np.float32) + + if method == 'plane': + scarpData = calculateScarpWithPlanes(elevData, periData, elevTransform, features) + elif method == 'ellipsoid': + scarpData = calculateScarpWithEllipsoids(elevData, periData, elevTransform, features) + else: + raise ValueError("Unsupported method. Choose 'plane' or 'ellipsoid'.") + + hRelData = elevData - scarpData + saveRaster(elevScarp, scarpData, elevTransform, elevCRS) + saveRaster(hRelease, hRelData, elevTransform, elevCRS) + +def readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, elevShape, elevCRS): + """Read perimeter from raster or shapefile and return as numpy array. + + Parameters + ---------- + perimeter_input : str + Path to the perimeter raster file. + perimeter_shapefile_path : str + Path to the perimeter shapefile. + elev_transform : Affine + Affine transformation of the elevation raster. + elev_shape : tuple + Shape (height, width) of the elevation raster. + elev_crs : rasterio.crs.CRS + Coordinate Reference System of the elevation raster. + + Returns + ------- + periData : np.ndarray + 2D array representing the perimeter mask. + """ + if perimeterShapefilePath: + log.debug("Processing perimeter shapefile: %s", perimeterShapefilePath) + SHPdata = SHP2Array(perimeterShapefilePath) + log.debug("Perimeter shapefile data loaded: %s", SHPdata) + + shapes = [] + for i in range(SHPdata['nFeatures']): + start = int(SHPdata['Start'][i]) + length = int(SHPdata['Length'][i]) + coords = [(SHPdata['x'][j], SHPdata['y'][j]) for j in range(start, start + length)] + poly = shape({'type': 'Polygon', 'coordinates': [coords]}) + shapes.append(poly) + + periData = rasterize( + [(mapping(poly), 1) for poly in shapes], + out_shape=elevShape, + transform=elevTransform, + fill=0, + all_touched=True, + dtype=np.uint8 + ) + log.debug("Perimeter shapefile rasterized.") + + elif perimeterInput.lower().endswith(('.tif', '.tiff', '.asc')): + log.debug("Reading perimeter raster: %s", perimeterInput) + with rasterio.open(perimeterInput) as periSrc: + periData = periSrc.read(1) + log.debug("Perimeter raster loaded.") + else: + raise ValueError("Unsupported perimeter input format. Provide a raster (.tif, .asc) or a shapefile (.shp).") + + return periData + +def calculateScarpWithPlanes(elevData, periData, elevTransform, planes): + """Calculate the scarp using sliding planes. + + Parameters + ---------- + elevData : np.ndarray + The elevation data as a 2D array. + periData : np.ndarray + The perimeter data as a 2D array, which defines the extent of the scarp. + elevTransform : Affine + The affine transformation matrix of the raster (used to convert pixel to geographic coordinates). + planes : str + Comma-separated string defining sliding planes (xseed, yseed, zseed, dip, slope). + + Returns + ------- + np.ndarray + A 2D array with the calculated scarp values. + """ + n, m = elevData.shape + scarpData = np.zeros_like(elevData, dtype=np.float32) + + planes = list(map(float, planes.split(','))) + nPlanes = int(len(planes) / 5) + + xSeed = [planes[0]] + ySeed = [planes[1]] + zSeed = [planes[2]] + dip = [planes[3]] + slope = [planes[4]] + + betaX = [math.tan(math.radians(slope[0])) * math.cos(math.radians(dip[0]))] + betaY = [math.tan(math.radians(slope[0])) * math.sin(math.radians(dip[0]))] + + for i in range(1, nPlanes): + xSeed.append(planes[5 * i]) + ySeed.append(planes[5 * i + 1]) + zSeed.append(planes[5 * i + 2]) + dip.append(planes[5 * i + 3]) + slope.append(planes[5 * i + 4]) + betaX.append(math.tan(math.radians(slope[i])) * math.cos(math.radians(dip[i]))) + betaY.append(math.tan(math.radians(slope[i])) * math.sin(math.radians(dip[i]))) + + for row in range(n): + for col in range(m): + west, north = rasterio.transform.xy(elevTransform, row, col, offset='center') + scarpVal = zSeed[0] + (north - ySeed[0]) * betaY[0] - (west - xSeed[0]) * betaX[0] + for k in range(1, nPlanes): + scarpVal = max(scarpVal, zSeed[k] + (north - ySeed[k]) * betaY[k] - (west - xSeed[k]) * betaX[k]) + + if periData[row, col] > 0: + scarpData[row, col] = min(elevData[row, col], scarpVal) + else: + scarpData[row, col] = elevData[row, col] + + return scarpData + +def calculateScarpWithEllipsoids(elevData, periData, elevTransform, ellipsoids): + """Calculate the scarp using sliding circles (rotational ellipsoids). + + Parameters + ---------- + elevData : np.ndarray + The elevation data as a 2D array. + periData : np.ndarray + The perimeter data as a 2D array, which defines the extent of the scarp. + elevTransform : Affine + The affine transformation matrix of the raster (used to convert pixel to geographic coordinates). + ellipsoids : str + Comma-separated string defining ellipsoids (x_center, y_center, max_depth, semi_major_axis, semi_minor_axis). + + Returns + ------- + np.ndarray + A 2D array with the calculated scarp values. + """ + n, m = elevData.shape + scarpData = np.zeros_like(elevData, dtype=np.float32) + + ellipsoids = list(map(float, ellipsoids.split(','))) + nEllipsoids = int(len(ellipsoids) / 5) + + xCenter = [ellipsoids[0]] + yCenter = [ellipsoids[1]] + maxDepth = [ellipsoids[2]] + semiMajor = [ellipsoids[3]] + semiMinor = [ellipsoids[4]] + + for i in range(1, nEllipsoids): + xCenter.append(ellipsoids[5 * i]) + yCenter.append(ellipsoids[5 * i + 1]) + maxDepth.append(ellipsoids[5 * i + 2]) + semiMajor.append(ellipsoids[5 * i + 3]) + semiMinor.append(ellipsoids[5 * i + 4]) + + for row in range(n): + for col in range(m): + west, north = rasterio.transform.xy(elevTransform, row, col, offset='center') + scarpVal = elevData[row, col] + for k in range(nEllipsoids): + x2 = ((west - xCenter[k]) / semiMajor[k]) ** 2 + y2 = ((north - yCenter[k]) / semiMinor[k]) ** 2 + if x2 + y2 < 1: + scarpVal = min(scarpVal, elevData[row, col] - maxDepth[k] * (1 - (x2 + y2))) + if periData[row, col] > 0: + scarpData[row, col] = scarpVal + else: + scarpData[row, col] = elevData[row, col] + + return scarpData + +def saveRaster(filename, data, transform, crs): + """Save raster data to a specified format. + + Parameters + ---------- + output_path : str + The file path where the output raster will be saved. + data : np.ndarray + The 2D array of data to be saved. + elevTransform : Affine + The affine transformation matrix of the elevation raster. + elevCRS : rasterio.crs.CRS + The Coordinate Reference System of the elevation raster. + + Returns + ------- + None + """ + with rasterio.open( + filename, + 'w', + driver='GTiff', + height=data.shape[0], + width=data.shape[1], + count=1, + dtype=data.dtype, + crs=crs, + transform=transform, + ) as dst: + dst.write(data, 1) + log.debug("Raster saved: %s", filename) diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini new file mode 100644 index 000000000..6f38f949d --- /dev/null +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -0,0 +1,51 @@ +[INPUT] +# Input DEM raster file path (ASCII or GeoTIFF) +elevation = + +# Input perimeter raster file path (ASCII or GeoTIFF) +perimeter = + +# Path to shapefile containing feature coordinates (optional) +# If provided, the script will use this shapefile instead of the 'features' string +shapefile = + +# Path to shapefile containing perimeter features (optional) +# If provided, the script will use this shapefile instead of the 'perimeter' raster +perimeter_shapefile = + +# Features for planes or ellipsoids (comma-separated) +# This is used only if 'shapefile' is not provided. +# +# For 'plane' method: Define multiple planes by listing xseed, yseed, zseed, dip, slope for each plane. +# Example for three planes: +# features = x1,y1,z1,dip1,slope1,x2,y2,z2,dip2,slope2,x3,y3,z3,dip3,slope3 +# +# For 'ellipsoid' method: Define multiple ellipsoids by listing x_center, y_center, max_depth, semi_major_axis, semi_minor_axis for each ellipsoid. +# Example for two ellipsoids: +# features = x1,y1,depth1,a1,b1,x2,y2,depth2,a2,b2 +features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 + +[OUTPUT] +# Output scarp raster file path (ASCII or GeoTIFF) +elevscarp = + +# Output release height raster file path (ASCII or GeoTIFF) +hrelease = + +[SETTINGS] +# Choose the method: 'plane' or 'ellipsoid' +method = plane + +# Additional settings when using shapefile for feature coordinates +# These settings provide the other parameters required for each feature +# Ensure that the number of parameters matches the number of features in the shapefile + +# For 'plane' method: +planes_zseed = 1090 +planes_dip = 180 +planes_slope = 70 + +# For 'ellipsoid' method: +ellipsoids_max_depth = 80,70,50 +ellipsoids_semi_major = 50,60,50 +ellipsoids_semi_minor = 50,40,50 diff --git a/avaframe/runCom6Scarp.py b/avaframe/runCom6Scarp.py new file mode 100644 index 000000000..583c846ec --- /dev/null +++ b/avaframe/runCom6Scarp.py @@ -0,0 +1,66 @@ + +""" + Run script for scarp analysis + In this runscript, the path to the scarp configuartion File has to be defined in the main config file +""" + +import pathlib +import argparse + +# Local imports +from com6RockAvalanche.scarp import runScarpAnalysis +from avaframe.in3Utils import cfgUtils +from avaframe.in3Utils import logUtils +from avaframe.in3Utils import initializeProject as initProj + + +def runScarpAnalysisWorkflow(configFile=''): + """Run the scarp analysis workflow. + + Parameters + ---------- + configFile : str + Path to the configuration file in .ini format. + + Returns + ------- + None + """ + + logName = 'runScarpAnalysis' + + # Load general configuration file + cfgMain = cfgUtils.getGeneralConfig() + + # Load configuration file path from general config if not provided + if configFile != '': + cfgMain['MAIN']['configFile'] = configFile + else: + configFile = cfgMain['MAIN']['configFile'] + + configFile = pathlib.Path(configFile) + + # Start logging + log = logUtils.initiateLogger(configFile.parent, logName) + log.info('MAIN SCRIPT') + log.info('Using configuration file: %s', configFile) + + # Clean input directory(ies) of old work files + initProj.cleanSingleAvaDir(configFile.parent, deleteOutput=False) + + # Run the scarp analysis + runScarpAnalysis(str(configFile)) + + log.info('Scarp analysis completed successfully.') + + return + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Run scarp analysis workflow') + parser.add_argument('configFile', metavar='c', type=str, nargs='?', default='', + help='Path to the scarp configuration file') + + args = parser.parse_args() + runScarpAnalysisWorkflow(str(args.configFile)) + From f1a9b24fe845596acd283659b8580ea2ad207091 Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Wed, 29 Jan 2025 14:53:59 +0100 Subject: [PATCH 17/23] feat(com6-rock-avalanche): refactor scarp analysis workflow - Refactored `runCom6Scarp.py` to accept an input directory instead of a configuration file path. - Added TODO comments for further improvements in `scarp.py`, `scarpCfg.ini`, and `runCom6Scarp.py` regarding default parameter handling and output file management. feat(com6RockAvalanche): implement shapefile input for scarp - Implement shapefile input for feature coordinates and perimeter. - Remove raster input options for coordinates and perimeter. - Adapt `scarp.py` to use new input method and updated config. - Adjust `runCom6Scarp.py` to use refactored `scarp.py` functions. - Remove obsolete output paths from config file. --- avaframe/avaframeCfg.ini | 3 +- avaframe/com6RockAvalanche/ReadMe.txt | 34 -- avaframe/com6RockAvalanche/ScarpReadMe.txt | 20 ++ avaframe/com6RockAvalanche/scarp.py | 319 +++++++++--------- avaframe/com6RockAvalanche/scarpCfg.ini | 48 +-- .../Inputs/POINTS/points_coordinates.dbf | Bin 0 -> 198 bytes .../Inputs/POINTS/points_coordinates.shp | Bin 0 -> 156 bytes .../Inputs/POINTS/points_coordinates.shx | Bin 0 -> 116 bytes .../POLYGONS/scarpFluchthorn_perimeter.dbf | Bin 0 -> 88 bytes .../POLYGONS/scarpFluchthorn_perimeter.shp | Bin 0 -> 372 bytes .../POLYGONS/scarpFluchthorn_perimeter.shx | Bin 0 -> 116 bytes .../data/scarpExample/Inputs/fluchthorn.tif | Bin 0 -> 265186 bytes avaframe/in1Data/getInput.py | 5 +- avaframe/in2Trans/shpConversion.py | 53 ++- avaframe/runCom6Scarp.py | 39 +-- 15 files changed, 263 insertions(+), 258 deletions(-) delete mode 100644 avaframe/com6RockAvalanche/ReadMe.txt create mode 100644 avaframe/com6RockAvalanche/ScarpReadMe.txt create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.dbf create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shp create mode 100644 avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shx create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarpFluchthorn_perimeter.dbf create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarpFluchthorn_perimeter.shp create mode 100644 avaframe/data/scarpExample/Inputs/POLYGONS/scarpFluchthorn_perimeter.shx create mode 100644 avaframe/data/scarpExample/Inputs/fluchthorn.tif diff --git a/avaframe/avaframeCfg.ini b/avaframe/avaframeCfg.ini index 4572b2567..2c07a426e 100644 --- a/avaframe/avaframeCfg.ini +++ b/avaframe/avaframeCfg.ini @@ -4,7 +4,8 @@ [MAIN] # Path to avalanche directory -avalancheDir = data/avaParabola +avalancheDir = data/scarpExample + # number of CPU cores to use for the computation of com1DFA # possible values are: diff --git a/avaframe/com6RockAvalanche/ReadMe.txt b/avaframe/com6RockAvalanche/ReadMe.txt deleted file mode 100644 index e720de481..000000000 --- a/avaframe/com6RockAvalanche/ReadMe.txt +++ /dev/null @@ -1,34 +0,0 @@ -How to use com6scarp: - -In the main configuration file avaframeCfg.ini: --set path to the scarpCfg configuration file in the MAIN section --e.g: configFile = com6RockAvalanche/scarpCfg.ini - -Prepare scarp configuration file: - -- Input: -o elevation: File path to the DEM (ASCII or GeoTIFF), which serves as the basis for calculating the scarp. -o perimeter: File path to the perimeter file (ASCII or GeoTIFF). This specifies the boundary area within which scarps are calculated. -o shapefile (optional): The path to a shapefile containing point geometries can be specified here. These points represent the centers of the ellipsoids or planes. If a shapefile is specified, the coordinates (x,y) of these points are used. -o perimeter_shapefile (optional): ): The path to a shapefile can be specified here, which specifies a boundary area instead of the perimeter ASCII file. -o features: A list of parameters that define the planes and ellipsoids is specified here. The list is only used if no shapefile is specified. Depending on whether the planes or ellipsoid method is used, the list must have a different form: -  Planes: features = x1,y1,z1,dip1,slope1,x2,y2,z2,dip2,... -  Ellipsoid: features = x1,y1,depth1,a1,b1,x2,y2,... -- Output: -o elevscarp: File path to the output DEM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarps -o hrelease: File path to the output DEM (ASCII or GeoTIFF), which represents the calculated scarp volumes - -- Settings: -o method: Here you specify whether the plane or the ellipsoid method should be used -o If a shapefile is specified, the following parameters must also be defined: -  For the plane method: - - Planes_zseed: z1,z2,... - - Planes_dip: dip1, dip2,... - - Planes_slope: slope1, slope2... -  For the ellipsoid method: - - ellipsoids_max_depth: max_depth1, max_depth2,... - - ellipsoids_semi_major: semi_major1, semi_major,... - - ellipsoids_semi_minor: semi_minor1, semi_minor2,... -  It is important to note that the number of parameters specified must correspond to the number of point features specified in the shapefile. The order must also be observed. For example, Planes_zseed z1 is assigned to the point with ID = 1. - -If all the data is provided successfully, start the script by running runCom6Scarp.py \ No newline at end of file diff --git a/avaframe/com6RockAvalanche/ScarpReadMe.txt b/avaframe/com6RockAvalanche/ScarpReadMe.txt new file mode 100644 index 000000000..9428825cd --- /dev/null +++ b/avaframe/com6RockAvalanche/ScarpReadMe.txt @@ -0,0 +1,20 @@ +Prepare files and config file (avaframeCfg.ini): +- Set path to avalancheDir in avaframeCfg.ini and create it +- Inputs: + o All input files are automatically read from the set avalancheDir. No file paths need to be specified + o elevation: DEM (ASCII), which serves as the basis for calculating the scarps. Must be in avalancheDir/Inputs. + o shapefile: A shapefile containing point geometries. These points represent the centers of the ellipsoids or planes. The coordinates (x,y) of these points are used. If the plane method is used, the shape file must contain the Attributes "zseed", "dip" and "slopeangle" as float values. If the ellipsoid method is used, the shape file must contain the Attributes "maxdepth", "semimajor" and "semiminor". The file must be located in avalancheDir/Inputs/POINTS and file name must end with “_coordinates”. + o perimeter_shapefile: A shapefile that specifies a boundary area. Must be located in avalancheDir/Inputs/POLYGONS and file name must end with “_perimeter”. + +-Output: + o elevscarp: Output DGM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarp. Is saved under “raster_scarp.asc” in avalancheDir/Inputs/RASTERS. + o hrelease: File path to the output DGM (ASCII or GeoTIFF), which represents the calculated scarp volumes.Is saved under “raster_rel.asc” in avalancheDir/Inputs/REL. + +Prepare the config file (scarpCfg.ini): +- Input: + o set useShapefiles = True +- Settings: + o method: Here you specify whether the plane or the ellipsoid method should be used + +If all the data is provided successfully, start the script by running runCom6Scarp.py + diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index bce5194ef..784b89160 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -1,173 +1,211 @@ import rasterio import numpy as np import math -import configparser -import shapefile -import pathlib import logging -from in2Trans.shpConversion import SHP2Array -from in2Trans.shpConversion import getSHPProjection +import pathlib from rasterio.features import rasterize from shapely.geometry import shape, mapping +from avaframe.in2Trans.shpConversion import SHP2Array +from avaframe.in1Data import getInput as gI +from avaframe.in3Utils import fileHandlerUtils as fU +import avaframe.in2Trans.rasterUtils as IOf # Configure logging logging.basicConfig(level=logging.DEBUG) log = logging.getLogger(__name__) -def runScarpAnalysis(configFile): - """Run the scarp analysis using parameters from an .ini configuration file. + +def scarpAnalysisMain(cfg, baseDir): + """Run the scarp analysis using parameters from an .ini cfguration file and input from a directory Parameters ---------- - config_file : str - Path to the configuration file in .ini format. + cfg : cfgparser + with all required fields in scarpCfg.ini + baseDir: str + path to directory of data to analyze Returns ------- None """ - config = configparser.ConfigParser() - config.read(configFile) - - # Read input parameters from the configuration file - elevation = config['INPUT']['elevation'] - perimeterInput = config['INPUT']['perimeter'] - shapefilePath = config['INPUT'].get('shapefile', '').strip() - perimeterShapefilePath = config['INPUT'].get('perimeter_shapefile', '').strip() - features = config['INPUT'].get('features', '') - - elevScarp = config['OUTPUT']['elevscarp'] - hRelease = config['OUTPUT']['hrelease'] - - method = config['SETTINGS']['method'].lower() - # Initialize feature parameters - planeFeatures = [] - ellipsoidFeatures = [] + # Get input from baseDir and check if all files exist + if cfg["INPUT"].getboolean("useShapefiles"): - with rasterio.open(elevation) as elevSrc: - elevData = elevSrc.read(1) - elevTransform = elevSrc.transform - elevCRS = elevSrc.crs - n, m = elevData.shape - res = elevTransform[0] - - periData = readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, (n, m), elevCRS) - - if shapefilePath: - SHPdata = SHP2Array(shapefilePath) - log.debug("Feature shapefile data loaded: %s", SHPdata) - - if method == 'plane': - planesZseed = list(map(float, config['SETTINGS']['planes_zseed'].split(','))) - planesDip = list(map(float, config['SETTINGS']['planes_dip'].split(','))) - planesSlope = list(map(float, config['SETTINGS']['planes_slope'].split(','))) - - if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata['nFeatures']): - raise ValueError("Mismatch between number of shapefile features and plane parameters in the .ini file.") - - for i in range(SHPdata['nFeatures']): - xSeed = SHPdata['x'][int(SHPdata['Start'][i])] - ySeed = SHPdata['y'][int(SHPdata['Start'][i])] - zSeed = planesZseed[i] - dip = planesDip[i] - slopeAngle = planesSlope[i] - planeFeatures.extend([xSeed, ySeed, zSeed, dip, slopeAngle]) - - features = ','.join(map(str, planeFeatures)) - log.debug("Plane features extracted and combined: %s", features) - - elif method == 'ellipsoid': - ellipsoidsMaxDepth = list(map(float, config['SETTINGS']['ellipsoids_max_depth'].split(','))) - ellipsoidsSemiMajor = list(map(float, config['SETTINGS']['ellipsoids_semi_major'].split(','))) - ellipsoidsSemiMinor = list(map(float, config['SETTINGS']['ellipsoids_semi_minor'].split(','))) - - if not (len(ellipsoidsMaxDepth) == len(ellipsoidsSemiMajor) == len(ellipsoidsSemiMinor) == SHPdata['nFeatures']): - raise ValueError("Mismatch between number of shapefile features and ellipsoid parameters in the .ini file.") - - for i in range(SHPdata['nFeatures']): - xCenter = SHPdata['x'][int(SHPdata['Start'][i])] - yCenter = SHPdata['y'][int(SHPdata['Start'][i])] - maxDepth = ellipsoidsMaxDepth[i] - semiMajor = ellipsoidsSemiMajor[i] - semiMinor = ellipsoidsSemiMinor[i] - ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor]) - - features = ','.join(map(str, ellipsoidFeatures)) - log.debug("Ellipsoid features extracted and combined: %s", features) + # Set directories for inputs, outputs and current work + inputDir = pathlib.Path(baseDir, "Inputs") + + # get the path to the perimeter shapefile + perimeterShapefilePath, periFile = gI.getAndCheckInputFiles( + inputDir, "POLYGONS", "scarp perimeter", fileExt="shp", fileSuffix="_perimeter" + ) + if periFile: + log.info("Perimeterfile is: %s" % perimeterShapefilePath) + else: + log.error("Perimeter shapefile not found in %s", inputDir) + + # get the path to the coordinates shapefile + coordinatesShapefilePath, coordFile = gI.getAndCheckInputFiles( + inputDir, "POINTS", "scarp coordinates", fileExt="shp", fileSuffix="_coordinates" + ) + if coordFile: + log.info("Coordinate shapefile is: %s" % coordinatesShapefilePath) + else: + log.error("Coordinate shapefile not found in %s", inputDir) else: - if not features: - raise ValueError("No features provided. Please specify features in the .ini file or provide a shapefile.") + log.error( + "Shapefile option not selected. Please set 'useShapefiles' to True in the configuration file. A " + "raster version is currently not implemented." + ) - scarpData = np.zeros_like(elevData, dtype=np.float32) - hRelData = np.zeros_like(elevData, dtype=np.float32) + # Initialize feature parameters + planeFeatures = [] + ellipsoidFeatures = [] + + # Read the DEM + dem = gI.readDEM(baseDir) + dem["rasterData"] = np.flipud(dem["rasterData"]) + + n = dem["header"]["nrows"] + m = dem["header"]["ncols"] + + periData = readPerimeterSHP(perimeterShapefilePath, dem["header"]["transform"], (n, m)) + + SHPdata = SHP2Array(coordinatesShapefilePath) + + log.debug("Feature shapefile data loaded: %s", SHPdata) + + method = cfg["SETTINGS"]["method"].lower() + + + if method == "plane": + # Read required attributes directly from the shapefile's attribute table + try: + planesZseed = list(map(float, SHPdata['zseed'])) + planesDip = list(map(float, SHPdata['dip'])) + planesSlope = list(map(float, SHPdata['slopeangle'])) + except KeyError as e: + raise ValueError(f"Required attribute '{e.args[0]}' not found in shapefile. Make sure 'zseed', 'dip', and 'slope' fields exist.") + + if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata["nFeatures"]): + raise ValueError("Mismatch between number of features and extracted plane attributes in the shapefile.") + + if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata["nFeatures"]): + raise ValueError( + "Mismatch between number of shapefile features and plane parameters in the .ini file." + ) + + for i in range(SHPdata["nFeatures"]): + xSeed = SHPdata["x"][int(SHPdata["Start"][i])] + ySeed = SHPdata["y"][int(SHPdata["Start"][i])] + zSeed = planesZseed[i] + dip = planesDip[i] + slopeAngle = planesSlope[i] + planeFeatures.extend([xSeed, ySeed, zSeed, dip, slopeAngle]) + + features = ",".join(map(str, planeFeatures)) + log.debug("Plane features extracted and combined: %s", features) + + elif method == "ellipsoid": + try: + ellipsoidsMaxDepth = list(map(float, SHPdata['maxdepth'])) + ellipsoidsSemiMajor = list(map(float, SHPdata['semimajor'])) + ellipsoidsSemiMinor = list(map(float, SHPdata['semiminor'])) + except KeyError as e: + raise ValueError(f"Required attribute '{e.args[0]}' not found in shapefile. Ensure the fields 'maxdepth', 'semimajor', and 'semiminor' exist.") + + if not ( + len(ellipsoidsMaxDepth) + == len(ellipsoidsSemiMajor) + == len(ellipsoidsSemiMinor) + == SHPdata["nFeatures"] + ): + raise ValueError( + "Mismatch between number of shapefile features and ellipsoid parameters in the .ini file." + ) + + for i in range(SHPdata["nFeatures"]): + xCenter = SHPdata["x"][int(SHPdata["Start"][i])] + yCenter = SHPdata["y"][int(SHPdata["Start"][i])] + maxDepth = ellipsoidsMaxDepth[i] + semiMajor = ellipsoidsSemiMajor[i] + semiMinor = ellipsoidsSemiMinor[i] + ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor]) + + features = ",".join(map(str, ellipsoidFeatures)) + log.debug("Ellipsoid features extracted and combined: %s", features) if method == 'plane': - scarpData = calculateScarpWithPlanes(elevData, periData, elevTransform, features) + scarpData = calculateScarpWithPlanes( + dem["rasterData"], periData, dem["header"]["transform"], features + ) elif method == 'ellipsoid': - scarpData = calculateScarpWithEllipsoids(elevData, periData, elevTransform, features) + scarpData = calculateScarpWithEllipsoids( + dem["rasterData"], periData, dem["header"]["transform"], features + ) else: raise ValueError("Unsupported method. Choose 'plane' or 'ellipsoid'.") - hRelData = elevData - scarpData - saveRaster(elevScarp, scarpData, elevTransform, elevCRS) - saveRaster(hRelease, hRelData, elevTransform, elevCRS) + hRelData = dem["rasterData"] - scarpData -def readPerimeter(perimeterInput, perimeterShapefilePath, elevTransform, elevShape, elevCRS): - """Read perimeter from raster or shapefile and return as numpy array. + # create output directory and files + outDir = pathlib.Path(baseDir) + outDir = outDir / "Outputs" / "com6RockAvalanche" / "scarp" + fU.makeADir(outDir) + + + + # Set file names and write + elevationOut = outDir / "scarpElevation" + hRelOut = outDir / "scarpHRel" + IOf.writeResultToRaster(dem["header"], scarpData, elevationOut) + IOf.writeResultToRaster(dem["header"], hRelData, hRelOut) + +def readPerimeterSHP(perimeterShapefilePath, elevTransform, elevShape): + """Read perimeter from shapefile and return as numpy array. Parameters ---------- - perimeter_input : str - Path to the perimeter raster file. - perimeter_shapefile_path : str + perimeterShapefilePath : str Path to the perimeter shapefile. - elev_transform : Affine - Affine transformation of the elevation raster. - elev_shape : tuple + elevTransform : Affine + transformation of the elevation raster. + elevShape : tuple Shape (height, width) of the elevation raster. - elev_crs : rasterio.crs.CRS - Coordinate Reference System of the elevation raster. Returns ------- periData : np.ndarray 2D array representing the perimeter mask. """ - if perimeterShapefilePath: - log.debug("Processing perimeter shapefile: %s", perimeterShapefilePath) - SHPdata = SHP2Array(perimeterShapefilePath) - log.debug("Perimeter shapefile data loaded: %s", SHPdata) - - shapes = [] - for i in range(SHPdata['nFeatures']): - start = int(SHPdata['Start'][i]) - length = int(SHPdata['Length'][i]) - coords = [(SHPdata['x'][j], SHPdata['y'][j]) for j in range(start, start + length)] - poly = shape({'type': 'Polygon', 'coordinates': [coords]}) - shapes.append(poly) - - periData = rasterize( - [(mapping(poly), 1) for poly in shapes], - out_shape=elevShape, - transform=elevTransform, - fill=0, - all_touched=True, - dtype=np.uint8 - ) - log.debug("Perimeter shapefile rasterized.") - elif perimeterInput.lower().endswith(('.tif', '.tiff', '.asc')): - log.debug("Reading perimeter raster: %s", perimeterInput) - with rasterio.open(perimeterInput) as periSrc: - periData = periSrc.read(1) - log.debug("Perimeter raster loaded.") - else: - raise ValueError("Unsupported perimeter input format. Provide a raster (.tif, .asc) or a shapefile (.shp).") + log.debug("Processing perimeter shapefile: %s", perimeterShapefilePath) + SHPdata = SHP2Array(perimeterShapefilePath) + log.debug("Perimeter shapefile data loaded: %s", SHPdata) + + shapes = [] + for i in range(SHPdata["nFeatures"]): + start = int(SHPdata["Start"][i]) + length = int(SHPdata["Length"][i]) + coords = [(SHPdata["x"][j], SHPdata["y"][j]) for j in range(start, start + length)] + poly = shape({"type": "Polygon", "coordinates": [coords]}) + shapes.append(poly) + + periData = rasterize( + [(mapping(poly), 1) for poly in shapes], + out_shape=elevShape, + transform=elevTransform, + fill=0, + all_touched=True, + dtype=np.uint8, + ) + log.debug("Perimeter shapefile rasterized.") return periData + def calculateScarpWithPlanes(elevData, periData, elevTransform, planes): """Calculate the scarp using sliding planes. @@ -214,6 +252,7 @@ def calculateScarpWithPlanes(elevData, periData, elevTransform, planes): for row in range(n): for col in range(m): west, north = rasterio.transform.xy(elevTransform, row, col, offset='center') + scarpVal = zSeed[0] + (north - ySeed[0]) * betaY[0] - (west - xSeed[0]) * betaX[0] for k in range(1, nPlanes): scarpVal = max(scarpVal, zSeed[k] + (north - ySeed[k]) * betaY[k] - (west - xSeed[k]) * betaX[k]) @@ -278,35 +317,3 @@ def calculateScarpWithEllipsoids(elevData, periData, elevTransform, ellipsoids): scarpData[row, col] = elevData[row, col] return scarpData - -def saveRaster(filename, data, transform, crs): - """Save raster data to a specified format. - - Parameters - ---------- - output_path : str - The file path where the output raster will be saved. - data : np.ndarray - The 2D array of data to be saved. - elevTransform : Affine - The affine transformation matrix of the elevation raster. - elevCRS : rasterio.crs.CRS - The Coordinate Reference System of the elevation raster. - - Returns - ------- - None - """ - with rasterio.open( - filename, - 'w', - driver='GTiff', - height=data.shape[0], - width=data.shape[1], - count=1, - dtype=data.dtype, - crs=crs, - transform=transform, - ) as dst: - dst.write(data, 1) - log.debug("Raster saved: %s", filename) diff --git a/avaframe/com6RockAvalanche/scarpCfg.ini b/avaframe/com6RockAvalanche/scarpCfg.ini index 6f38f949d..d9efb72f0 100644 --- a/avaframe/com6RockAvalanche/scarpCfg.ini +++ b/avaframe/com6RockAvalanche/scarpCfg.ini @@ -1,51 +1,11 @@ [INPUT] -# Input DEM raster file path (ASCII or GeoTIFF) -elevation = -# Input perimeter raster file path (ASCII or GeoTIFF) -perimeter = +# Use shapefiles for feature coordinates and perimeter features +# They have to be saved as .shp file in Inputs/POINTS/*_coordinates.* +# and INPUT/POLYGONS/*_perimeter.* +useShapefiles = True -# Path to shapefile containing feature coordinates (optional) -# If provided, the script will use this shapefile instead of the 'features' string -shapefile = - -# Path to shapefile containing perimeter features (optional) -# If provided, the script will use this shapefile instead of the 'perimeter' raster -perimeter_shapefile = - -# Features for planes or ellipsoids (comma-separated) -# This is used only if 'shapefile' is not provided. -# -# For 'plane' method: Define multiple planes by listing xseed, yseed, zseed, dip, slope for each plane. -# Example for three planes: -# features = x1,y1,z1,dip1,slope1,x2,y2,z2,dip2,slope2,x3,y3,z3,dip3,slope3 -# -# For 'ellipsoid' method: Define multiple ellipsoids by listing x_center, y_center, max_depth, semi_major_axis, semi_minor_axis for each ellipsoid. -# Example for two ellipsoids: -# features = x1,y1,depth1,a1,b1,x2,y2,depth2,a2,b2 -features = 68247,299770,920,0,0,68111,299832,850,90,50,68340,299799,850,270,50 - -[OUTPUT] -# Output scarp raster file path (ASCII or GeoTIFF) -elevscarp = - -# Output release height raster file path (ASCII or GeoTIFF) -hrelease = [SETTINGS] # Choose the method: 'plane' or 'ellipsoid' method = plane - -# Additional settings when using shapefile for feature coordinates -# These settings provide the other parameters required for each feature -# Ensure that the number of parameters matches the number of features in the shapefile - -# For 'plane' method: -planes_zseed = 1090 -planes_dip = 180 -planes_slope = 70 - -# For 'ellipsoid' method: -ellipsoids_max_depth = 80,70,50 -ellipsoids_semi_major = 50,60,50 -ellipsoids_semi_minor = 50,40,50 diff --git a/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.dbf b/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.dbf new file mode 100644 index 0000000000000000000000000000000000000000..ef0170f0422ae9ff7a8e280556033fd2876a21ac GIT binary patch literal 198 zcmZRsW#wmLU|?uuPy&*epsF}EH3cH<2co!{QPrem7Qh6s$`|M47o;ZUrRStFV3p@p g00JXZ0|Pw+0|O9S!5G0bf-_N6n8Ae=Ou$Sj0FFr&2mk;8 literal 0 HcmV?d00001 diff --git a/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shp b/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shp new file mode 100644 index 0000000000000000000000000000000000000000..0cc7e001666ab1d47f73d6d321da310614a583c6 GIT binary patch literal 156 zcmZQzQ0HR64*Xs)GcYg$<%B&{)3fFtKEVBZ?J@Jc?2ZTPR`V`nJ#@fUzq`ZiI=drw m?I@xkW4J&BOfSqVpb!&G?&^wT4#7o-4)EB|D*AJp-4OutlOL=A literal 0 HcmV?d00001 diff --git a/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shx b/avaframe/data/scarpExample/Inputs/POINTS/points_coordinates.shx new file mode 100644 index 0000000000000000000000000000000000000000..adec32cf50824328aad1a453ac95aea068b0e6bf GIT binary patch literal 116 zcmZQzQ0HR64y;}$-J%s0C*dBPzCoC8KKd-s+f7^q3eAwcsuz__G`*~nVRM^1#K4AOR zrGvvRX8Rc18!oD9qDDt(XJR3ITzkfeE{*1^CO9!4m^S|q` zu!rW}xpK_fJF<95RzqQte@f1k7dtZU4Kv;pui{X=h9<|$*KJV2?FQ`|V$kx};`K?# zmUM+0($)NEx;B-jEC1?rMFi3{Jb~?V(zWmpj;$w6-R)`Gw<%3&>(aFKnKTV~I!*a3 zW7ni<^~-6hcq2`Vw(|InG%f68eIQMTe@oN;!RhKhFI}@t>6&d%SDVr`eP+6LElF4G zo1Ak`x+adaXy)Y>?XR||VyR7q=h(G(f?Yd@+qGv1=Y5G?y$yD)igu`MxkJeTr?zi* zYV;W{6>oN_Y@S=AvOJof?p6QAncCHxsbQyQsm_t5U2C&c==Cemm!*C0XKChJSvuC4 zrIxR=fr^Kgy+BMFniq|vM zG&@sO#!SV;WNOhyufiI)zNCJ z5-Y80d)}&T+!xCiTUEQvs+ec3+P&ARjoCIW;C;(k54+kX^Q|^@l-SgH$fhHA+coxH zyGC8)kY%w$D?V~)>30rw_SiMQnfKW_ul-hSzTK)5+;`@a8Or-1LzBb!+_6?oHCc5e z&Z^wgtg84YLnDuKew^CIzXbkI3?HTH1@%}qQf&XM^)KSix_sld})$thIn*XlpxwR4SP^q)8Q{&8ki_Yt`*$&3@6Wf{)CK`Pr<==?RLQm7uW4Sg!@Mx)QX*ny6iy64n23 zl3F~;I#8FaMV<-D|7(IqTT?acvNVN0;Qrp5uFYF4s@vuok2HjQkts_0Csk~i@^&CgI!)qUG8OI%bo>mfniPGq$v?x+W%9U<{e9u?*4Uzdp0; zP?AH&R~_2ubE>t;sRP4YTK%F+2adTExz(-JZV%&Brko#uS1~?qs`M%Cs88jO_*EYC z>)1JdEgkCD3Wr~XKEFD$!IvbzTB7`_I|fD_%94AOUsZO$(&E9m^Za0lUs3mfOV{|h zAN}eI_?0)=ucq60-Ey{@{c?WqSH-A+%o793e=eY|&jTtyFIxq(vvuf$Y#ls3sOX!6 zYTF)Ezi>XJzWhoJ}NXe&^QFWo`|3xwY*) zH<;#9_t`E@Uc>h{%&Fo!hfsju%Yvp{#2)_T6MRrBsVpnp=uC5F0 zI`X4U4e!{r;&GeYPujHba+{70wrME1k#DiecrZgf&t_=Fr&jGc$?tf!P4;A)_IY^i z2(DG|XNS?IC@?7IW~CJNI0x){nAk2YUrJU&nqv1_#H(FTj|dcjC3VE?y<@ zqG)QYR`-BkgUmV+ zYu3(uvr=v}tF_LovR!7C{AGquBxvRp3EKKXf`VryYJ63qqEeIiE|XPuU9#qUo2*F( zCusG86m?#cs+%w9Fs+x&H$q)S+(g6E5~Eg#4R?R@N)k?WtY#*Z&AbV_#waZ z9IJZH0n^^hQ1`+NMPHJk;)^q6KP^K|-&>Tw18mx4QDmbh*U3FR_ZR!U#G=wC zENa_lQS${Enis{`&V8|l`({D6T}v-^Xu(f#fDsM_raM%-%b^XEo$BmxYMslayv`|bAYNDUi%mtp!HvL{##h0d z<$RviuCPe7#IH8B{my&eJarFrHQKbN7L0t+rk!m27|-&)vTH85Gx2_hPH-O1B8QG# z2nJ`ur>=Bp`0Wl&aysQpacb&4PVFA+(#D-Gg}1{qKXz#J6%NHPCaz1cE8=6$<$Rk~ z?}iI-9y=p!nglL(^;@-nA2>C@5uO2K!LJhwt+Ik)CD((!H}W`3B^Z2go>glff)}m< z<4#yrc0GKw(k9E zPAvs-%DW>@)=%Qpo^Fu&PJ>eZG=Qb?THGA3+`aLdGt{W?ThN2+;aPn~8Bs`VQTAwpmqfGdcpERcltD*{r?a@^^BAc0QP(S>cK5 zxG_-;za=X0c#?KTC9ASJSv{{$Q1m+~GUlXe(l4oMLR-bo1s|rshrsE=rx~+iY_c+* zt&M8d`bL~1l$EMOFd`~=IQwWZq&Up479QE-G4ZR^l9e(sA8nG^#^+}6n{A^Kp zk3~B_M=$={qC9lt;WsQg1_uj(6}1%>8E>&@)I^I4?G`m%V39e@qL>5V)xXmf^Ey~l zo30Xg*YYwj=Pt174s_(5>2k6?8_qNYOmbI&LEuu!3UI3qPPG^s)V0!AgG z|BfF8ug(CM)A+2}aJ={6c<{rN*U%7**C}OiO2)^6O?Ks;JAO#$s0m#xB9 zumJ59yfmO#b3mPNntjL6bNk^>UxQm;z?XjK?|pu4`pvIdU{f8-tn&goW(=s-4kq0h z(9*{PTK;@M6)%G?-8_C;w$|om!~fBNaH^;YL8Z(KstK&hi;!x!Nhu>jS`!_T?~;%z zjUn}=OMAZws_#oQ;z@L4G+gY4poU(btz91kv?(T_m_r-~xVi9jIM?G@n&!{avOM(b z*FLTO-KT9HaO)LxVlJF(P^Rkc2eYHRa88eQU+Hq8Mac4#H{@@l_B{ln4VLme`IX_pfo7W1ZEX^-1A z4-GkOtX(tTz_Yjp4D#AECk#CaKijz;9rlG?Tfw0gIMCFU;7mK*EMQl8p4E))Rr8lqS;=5xl{WtcFJzx{GN8IVlRI)zO6d$(z=h`s%DJKt9NSe zN{4nOaGrc-3V0cD7sp>}(=t4lwGVO~F1GQQO_L|u6c%sO_J6F}_k&dg#Osf~kdVaMDhjj`@sgKi{bRKgVnTlkwVqT0Gy0LDo70 zpJz~6ib2Eivs!+PQw>-(4csb6A37h4Q)O$M3VFT@Y#X{4Y_r8{W<|W3KZ;lWX-0LM zjmlqUR8^-@2gjN;>`FYW1txV@nzX#eq#3W77)#+^YkB-F6MEL9W24M)1+&7QFsu9% zvpRnrmbVZEH+X=(AL9nUW^!hiQt0 zr-XqKWA3*oHwWGPhZQdheEJgKY6hBn1Af9|Hs#xGiUsrQ|7F$Qd^9}TFnTX|^(vZr z8T{%t^kHF!!ZI_oJrPZQQHJ(_Uz5Y}5&A8v`U8wOgkRKUQAevq6F0!Qp0sG&J*?4= zRp`cf2^OWH*UTrtt8d{^pQWp+EnTJP#>4NRAK^)}-iJGZMYG$}HTIKqJRvabD>xOn zRB;f048B%(jP*%y3hlY}d~h-uj0&>MvS`}VaJ-+`_JCJ^g0)w`DH(@1?q~chWxUv>pHK4XB0Zk4B)Ce9$cmi^!qVa-Y zTV6nRcR+K!0em)e+tpy#1Nc*4!m&<*ci>c0Qnu#JWZ#>>oH;?+cLr6wDX8T=XuceH z)VGo$A*7`0E8W%z9@ zg${W$;4kAG>I-w|;BLE0z@yc&%MKTs4?j5xo^-Z?F{iT+ez%oYhr*u(-|n<4zY+zv&jzyV_&j2R9U-QZ9J z#})dXYvDM{1x{6WI(0A`u04)rh)bOomp1+B)W|QLntwi?-90Wf{l}&0@XP}bc(ixD zM^O*ERm}NM|BCakapJ+i-#0n5INzaCK4)yNP4mE1<6yhS!vU9}QFp9>8{TYFW?<4>QEftXPoA~8mH2gXu>z}Ri-%T0>>*rbuYCYeKK z^nh7GV}eFs3s&6^R^h)}&P7Jp!%u01LdMdqIZMzQof+yStymvl?mFdVc3^pF<8IgIs5~(^+7Y7 zwIA=j6W_2ogRu=S;r)}p}<4b9NW-|@V=E$SWM zIxm4=kD?Fn1hb~GfGy>zXvs0G!LP0;a1HIaizP4&Jmaydb9oFbYQGQrRqc%yyb+6>=+s$X@|h;^mE+t8hi>k}qdW%=&A3*29NYr4qJ}!q zR}PKg8XbMTQ)PRc8gr3Li>7gXHiKF4g|OS)+R}sOY4m8<%uKm2!Q&a8#rOmd$@OdG zhJd10;Ux`{nhWr{SAzvNz=u-NY~W4jfq>@Wk?&gzc0B=a0>f(VgGb#1R@@CvEefcB zziS=?GhX5~_)U#tvSpr{%@~A^doo+$9odRHAG}$EKQ&KUb*I#GmDGD!imnW4$8#Z- zy&A$-3gN}(Q2)r$$~Quq|3FB^Ni0#k=IoF$>v}GzdiL4OahDfmtK!mZO)UmX zAHqwU2j=Lx4Kp^u8-A&EDE8Pqd2k94Z!G^d9C>d^9?_=f04`)dyESp{y~ z?~rvS7~%sjPN3gjfJ5B}Zoz{F_|(4d(Q{x`-=pxgCmotS#i5;(96E$g)=&mt{?Z}C zhXdXb+~;-bCV#<=s0DPL=h7}Prgsbc`2{d^fl~z!!=rC^>d+B~_C+|=4R>1kB4gGw zPE~Ten|bXhn@cD5yOg%Xt%-PbLA0;sEtlqPbg6WUOVh4&tNtyx_uU>f#d|eol~+Xu zkBUEYs{x+Xe3wg0FLbFn)2Xq!PPK0YL-9)IKMLMFWanN4V>9fk{u3W=FM9D!xWg)& z!tu}S)CdmWfd2)*Tss?$x)i^y+osv`&_Z~BHF*8OYr(8L&};ZiHIt00{wH3oOXAfr zI$lTm(1pJnH1czBYq>!s*BTTVXHfTFc!V zQufi)8n01dMm4eDH4R3Eg@a2IOd67H(oiqnRk2Bn9yF+Qn zH0^mPP2R)Q-EK(N&`}nJO{DfP(W(M)yra~{^~be!2hfBu8Hz!}F5L_-G+5<(1y2($ zZGYOPR%%s-b?ApwuJ`vDTgPyXzQi@mIC}I3mv;OMtop^J;Q_c6wXnp~89N*BYi`Zd z*av+Yl7e=kwikN?K9Dw z(}EtWeLJ9zH>uri!Ut#DzKh5H;5A^C{W?6S_rbkG*&5Rj)XZ%`ZTM1*1tATEH_eFz zmv%`9GD4dAQAoLibEtRb=%67-xi{vh;I15nCxcrfa+LfHSOs?Vtq$qnKX~!0;9Enb z%3s)TNl=wn;nyc}%!jkpb6G%zXvDSX)~2a`rBFv0cBWsWYN;jm!YSQ8{C1xXcfc`k z!i)dOs{_-#8hVXa)qby<(251{(6Q4z+7NPU{BoD<*SHkmd+kAIZ$(!%ff0*~!2|B! zu24CCd+Y9>vpId&J}Ye*Cw3mz^x9|z|qF=yLlVn zY0o$`^l9pIcxD}FwVi9hD5pzC^!(IyF6vV*u-BzyE5NN(m-5XnS)<@Z;7CD+OC|8Y z?ndegdU%aNk4K90hU?|)v+@t+}xwZE$u8F}OneX?=$GL}n z>{Z}Huaa$TvGG?bN}>;w>+Ki}Cecn~Xg+jXsE<5zBQ8pR7XwSZcq6<&@$VV)vPDs9Cq1C9OMMf>?Fe>p(@XBYB<#M>yW%yaQ*zblDjt`j zjZ^ThKE!iJ6Ha<3O*5S7I)eV%a(0HCOEP5n3rz?I-SU);u>`JtHP;7AQ#1MyUvr?I zvJS2l5oUvbovQ!VUTxLZ0lpPQonxp~llwB%|3!v+Kg;0WK^L~5z0i*RYpBJdA7|Z{ zq1ao{kZ`bJR`^yd{Ooja>?r)_D|pn$V9sW^Rui6l16cDscm$S}vONo)l(wGw<7*c3 zBs{heeuY2Qgx7zF_cXi-&Vf(MxA9(ZaQUy`)t}TS&xik^SxmlKbEpe)kFBKMwJM&v{bKmlw{El>{_-J@hIOKa zF2uWf&Zl9OWDp*q&gRTk?$1H(xlh{oht!uF((>-0S~BsMzDL6~!Ck;DUk>>LbGB-t zv(+{T?gcjW9YOyc#!o*=-LD^xbuqO+I8|*A&l`d&of=g5LXoYI8oeQf!=tvtqt@IR z(z-(QUk$o1Hb*;rVAZubYQ39fLyi`7=BRHY*!4P?wVda`u;L4HH0P6$iY^U-ox-n@ zj$R2@E0TO&LCyIA+)4|om8`_vXTZ*1sRcadCy(LR{&Ufa1ActFPg~K5#~Xc`J=!Nr zJA89nrbaKOo=Dzf!{ki$J>XU0oA8ZjeEI9#+IYyNgHM7JV8JqYPV)~=HGkmLbUdEz zw>Y)!4l)pEwdhNnT7XtFpunq5^O{(W~5FJ!%HKmtXCMBT<*w4rh-5yPkLINCAFWH-6sZoaZpkG7k5Vr@A9vyOQEH1HRSwqd}Fgz_rka9rN+4ZZODOXwXDziHTR^alx;O zzcwhh9k2d4I#O_~SMak2lW8bGb3O}y+iTR&@g{`|OqzCsNn^=4dJj!*r7@4J(ypm9soQX^Y=r;UkX;zv;nW8Fh{%W0f}h~EqXQ32W!b_tJRYv_5X(`IM$PtW z;oF(2sKJLO$FzT}Ut50;sQ6*LB(&DZaUs>*AJWK+LfUgTeCQf5=e(fieL)uLaWDv- z7<&miECan44{pJwN-uy%#qxME8HGapuQ%Xh_~}Ql3u@yz0-x~BXNAbz<*3u1L;W56 zLGMNOhh#{~(WDY^s4ho~TXHmdcaC<3Mu&?1;Z|111B1aoc zIa>E&NUO3!nh9>rKO#lGCp8s-wf6?eR^W|Y%dy-);Ax>*sb3oB`_*2bg;z$lESROz zAz2zSK1*x+@V4&oQCs$D&2XRge3_}GkDwX3hi8uQs**Zl;%Of3dC#pn@PEZ4)LgHE zYZ>4$NAZT<;@*AFsb%Z%tRKgtzT2smndC|EoHkj}=kVU87dho5*X0JAnru#Lxp-j@ zpfmr4_x+qxGvRE>>&Z|Ib*YYJ*h?-QrbaS}+(j~e((w;Gc+wti|HG|)%HIzC-oEPuLtF|3p zEx$Zd$2r$YS7fR)$EWI7e2Q4jckmVU34DXRFQ_HIM|STvkH&y=q4(ixcfi@VhoAj~G;24o1PP%p<|KLGfyu5U;v>@Ugy$*I~C&71ij@{}{<*8f6Wb)JC>pcQqLY z{H$RmU>5i_882&~R@fbb-+s4QZJh(&dxF;Bv$tm?YJNRg27IgTtKe3zB&qyplGbD- zYyF4`GJ{v!E=r}wlBz0mnyQzkDaDYk4fsVB)bDm*nW07SqIqzS(XrG;(MhuxpbH;x z;9EEqW#T(L+o57S%&t_sV$X(?ptGaFt${kmw$I4cp|PCzQ(L`?+#2|0hkMmtf=}eL zsxi%~c^6TK#;-3Nz^`sHabQ<3{#V^v@Z}LauLa-_+OZUT8OHG}zZCB)m&bF^m8?(V ziS_5hk63oG>|+^tO$kdZ&*kx&raUle5?FOD`??G5w*uWsJ+O;&8+ks*N1ZeL7pn~T z0(6kfwo#@xieUD_}aziJhn|7Wi0e7ODl9=-#3 z|7x%D{h1nG=R?P4sp_9BjVwghRifXx*TWu`atGlht-wnHvl{W3@*V?soIyM?G$CHp zw9;%P&&YEj>f-~ zqZ;(0eK&p(IqLPEcMrAQ4h^hwL422&&^V3j!#G5%v25jR^cLQsW*6K{S;5@36I*qt<__}i5>8o zY8Rd({?-L9jRa%*4?8sne`yWaH5*-CjfdoX46cR8)V>lg>RB+2d%Lj>&HgREIlk24 zG3d+$?)xlo>Q1=JdYAgPqW^vb4<4bWI|iJ2)}xYGua*{iRka;Wm+L_*q3Q73D!`!) z-@CQm@6pmeH@VAG*tR$TCvtkUb0k=^4!kie%$*bZYyjoP0sY739YCE}> zJ)HBb^emku2fX8)EFFS-9+}|N!4+QZv3a%n3a{Kt`Roa9?WW#r#`hX>3)#L|F2#!c zL#zu93y#gf55rqqiKY!B+ZBL!^+!9@g%+NElKR1jQ`wOEWoXHcQ?=G38{l6paG#w< zHSWR}-(*y2J=ii2ymH|^MHuDV6R%ktz@G=G`%R3O@l4imtu>z-&^89md(WVvx52Rn zgZf&)vGMU*krl6UmKbzp`{sBBE&>n1!6C016?L4?AwOEb(4-U3nRJ-C;HDSZ2EWFl z2Pc0BW(^}ddc7Gx+^p5U1g(4}K|Ny=)wK#ucwUmsOOh0QkR^w_Xg!&R(Gyrwbl`A` zik?qZdqf&F%QQGmvL2EBP2|8~Z+{4pT&Jb_V(}-KM3(@CLiAn!c5s$gAXJ;A%0{6+0GNRYxwap6p2N z6l$}X&wtgytXlu(Sc+$+6J8dake+OK z72}irYA1TvN&d{G&9&$Qyo&B$U1SK|nsX1{%TBzjWRF%>aDD&6_Z)THG1glzu;uJOMXORgHDRMekwE}(jF6)jQ86M9e`;YGX zSB{Qs&C&4Q98Jv6)r^WLo}Z<_dTJ2?pUSAAM(;!`Qco>d;?<;oJnY+}q5pC#%7#8dlQ}n#SHe>o ze>J{RK7JCsV{NocjsM_j{eq{(HF%iq1tZXq7rRb*-@LY-d)@n>OSP|)Pu&DJZgpuA zV@$IH9f$s`yTh%WWPFo79>os)ZslH`e9fz<41T+>;ZNjJnv%TQ436$<_UJ^bN7LSA z`v=CQ=^XEQc;*N3rXsvrcd=L7Z}w{2aj!bA%TzBo)mD;L}LAYSEs(%`R<4d#(%T zdqF!7d%>mc%ee2H@P*UiTSsn3esf{Po60b#Yt&(%%WruGKJ7}PeW>8O$LB3ze zj{ao8FOOI6?fCBZp2|qfJrJ*AG~tRyqgsD3;$xc>gA#WIt{c?8@#!F$o8Q^&#c$ZPc8$FaQ5ntY3$dhx#R$Z0%7 zU4;x#<2!h|pMzDL=hS<-cD|qv#Q7$2y^p5`va&3u~dRy+LbV77|y3gS%%!7^#*acRdbAuZ^FuVv(DO+gOz!5meh z>o$T_mS=NxU_Fm@<*4!OTrJMX)%eSDwf>4+&Au{Mm8=(mW1I7G(UD-*xLoaw%+rbVe!RIkmV|HNu{aeP*>vjQ!D8GlzJvL&ST5SSd`+)SAkvE z;lCBZy~YHzZVCBUy!mZ`EIvO=v){y22aXrSh1UPA_8iA&qy8SW`AEuM~NK9{lNA$ZeT{4ZV?O$}tEiF)k~Za9xyOB>u8 z@*LSO#+C8#Dfe8s5Wd;5f5GMc#0y^t$NR;rAlhx;d6_!+vR7sAqUCz8xmWmPJcHhcBbi#8nJGgwIJp`#wf1+THZHxHa>T zThoVo)c7usUGAp;$)zLk$z1rP8NZ?xuP=r1b>b&vZJNnRpn(Va$2$JPv$@WsG-`FD zW|H4Tr*&nRv@(_+zoSMaucNLv3vL8%c}+%5`z>DU-j7!WIjzoe{Hg2XH3n>Ii;0&t zK3;1~WVhnz%`t#wJb$DfP5DSXJs@bqLNXI8SbhSpj3zP(_*L8CQ{S=u6B+joaBGuE z2gzXdPoSTW-kjJG3FJW&bUch)`<01g;u1C2o`t%h~p_7G79@9KIX8alqABYS~VM zr#Z8D4|=nTEF?DalLk{&aUUh=K zGp-~*L;YySHh9(VjMLmdy>SA}g>5yeXHwcv*HQ^*cCLN-|l5Pl75VkG{MUf2tY%xE798 zOC1ru)$=;Midx`I^62(*u#Id)6q$vY@T<9Gsw&ZLMSq7h{tW!7acICSaOQgIfDf{b zCY;ooqh)Bl(WAkoK(4&S=)w8m)5CDCnp}n5#bZUeIx#92?>k4Khw$MS@;+ydw)}+F zL>F4og(nt-$jgVwrBUZxgC6za!7oA|zRNNGK^@?%AemP9-;Qj2MzD)aYr*aKTxSKe z>_@*WPf}B)X4-T(OS6vq$Wen^+}{h%&it?US9-)F?*xxleU1)$gPK1+_`D+SU8kG- zh5HozD)!Jr9R^6JGL@n@ktHx12ty!yfW=9<|~x zu9@Z4TzR$i1vnkJwBC@ZB5DFLe`l)Y`%Ina%+y@|9$KBLX_sWGU_z$a9hqd8csv#z zdk6TEirzP6;(2Du3ZI(0B2y(@{C%-cB};wU*+PBz5DWRVMGaXhnu}H*N&fbr{)M zHXe`d9(W`;y^FDQ_XBEmFR`vQsiPcE zd^$Kb1b>OFXAS;V%{@l-=NhRY8&x(4U;f*8^b$Pl*?8qWN0SA>W=z25Xs7$3HV_!v!X_&&FGSlg~R2r~1pJWql_6brU@#=smh&s!5dVZ;$)P3es z?oE7mV0|xn67#1H?YNn`#WDH{{!JYb>{>vbv5CHh<<&OTkl`(#Y*S+j`GE_mF%HA; zMtctA=a+s1mVjYn26DVD;Mpd4SJSCJ*OSkIN$AS(8kTBsj3w$3Fp9t1(3&G_`Fk~) z3YM+Uz~6XnIT+aXGW*=jdv^2u`EV&W$3X3K3|Yf^e9N#;(16sP=0wrwb*)q0;amgD zUE2F^mT0#|Pk~Q8gBGM7=;nG_b{GEZhxiV7tefCg-HfwCuFq5hTIcZFcov!9R2RI1 z96;q@GMxXxqrQj!7xdrMC1lRGaJ#1ZMq47XAJKEJACMRX7SpIjJ4)V=?Z= zgTDYQxCFeb1Sig*c2|X8PrY#^c-6T-gnqzpAB|sLga*7F4LB3;{r()CfMZp+lV>;y zc1?m)Rpu(RI#)xs=W6m7xf=CZt{NBTYS|Dxcs%z7SLNtvcSw`o3h5{~6}c{?jcFkj zaGV{3$v#w&dsvPK_ltChKA(f{g0nsNZx3)zvE;sXfL~YA3)Gg)*oO{oByURpP<2c| z8!ilJ_@{m?I?pfbo%B_k$(+Koob*vwWM^vILtbs{;eO5W&|~V60pIB89{las+*;HK z$9NFTx|5n*v0GzV=Yvg^WJ!*HkM|8eEyGLP@jUnWb&MZi)4s30TJR zLEn%d!zT%vzd2ED=Ok&;wMm-alB7B7k`=pqg64cRK|OmXs5K%*J-5(5xGP0#5>m+{ zrqa`ts=O^})aB@*8H0Ah3)+r1zKtHwus&-1cz4se*;b@dBjz3+eJS@ZJar5_c6|lk z7ybBd@ZC&3dgK#M#llhckdY~*Cv+A$+q5C%Lcp#L`m&<>ZDdv1Ml;TPh`(>ArvmL* z6FP+>2NS_E_*da5@&#wZe>jF-G80q5v-)4auU>Mhhsdd-FZX>1*J7#t8C*R9pW=1K zLG-YO!{Y{{MOjyzjyJ`Ae52X_S#Z1i*?xgcDE%A-WPu0zn!Wh80~tXB$G(|bU?o@; z!vEO$4P$wtn~VwC0&L!YmWMt}eAZXVZU4o33ZCgZ^v^L?&#Olh+~d>9EG^pnPb*)~&o}GrDjK z+0swIu3j>yWEj@efom7@US3~00$c$*PIREvqToaLO^cSG{RS`!o|OAM{`))N7JmCG zcvbO|Ty?*ZtH`f&wYNW)jL;?8R*wg71H-;UM}k!+4uMS%hsbtQA3PVVI*rf3*ALte zK0Xf*OvlGsfuFULTo+hb{He&y^7kUP``}#@z^$9<>%og#ioaD#Z)1RdZ1V-+cOu_M zDp~%I&`4>19e)7-c~X`(Q0wo*(>Z!p=6|uKo2*tDHMd|jxi+$vHQb{k$&9R~rZ*oP z3pqSG0uS-lqVHIexsRuHlco2;b;%Jl9Q3L^JX2+J(dPJMO_Ainz@Nrjz!~tR+DpB1 zmQTB1W?UgV)^`{9dD5?S)I7`1Afr3Vui_8=WcA=i8F+B?Rh3ZhwcnDZb$Cz{!LMBf zVAE>m+xQ?$26~hZfWOr{sf}JtKl{sm@SM8C7k-TapR1kpHdzA9--0HL2fqwiiXx}i zhtIW%dUF4UOjVzesj1-WaQwWAau)p1T`RqcWh{(cPCq%ib)W`m=Xx6go_D|QruPs0 z9*6%Q>rrp7TZJ)Pr)T0TKkC%6*Qw!?A)F46seP4sUC>{n$Y>5*VAheK`M-0%ov@Xz~`jA|JA=@|s6iPTsSS{gS&_fIiJ@;d8*wqvzVyMh3WWutW7#)SY&7++Adx@#QSkWV}bHFU8}} zGM1OUObwfHypnrn2lr7Cd8_JduV#^1F5z05Pp;<3M`(u;!=HUo1+;!&~-nOWB)rxyK|@m-of%1 z8gK&|@LjSD`*QK#a_LRxv191RmvWRy4kG!9ki6$pyKEDEpdy3@Ht+bpWFudjkU+|-^gHeK1*(FLO?61Bd$vbsOXk} ztl-xW^ier_dBa8Azwn#UH^E`>{<`skV&-ulQ@gO_ps~-#9~$gcIX?LIWUtJ{UX8jC zf1EjdN(1P+E6Fl(fA6F=+eYto{lBQo;SY5_?^FJ(a3K1JRxlUOj$g@_j0cx4q%X79 zuOfW3{dh`iJ?PZ-f#ZS0Cg2xR=g5Q8_TG`L{)}ujq-3l9D$e13dezr~L)1TKeGXz<$IAH&({K4b1yl%uzi*ZfTR#%F5ro#Y}e1J~f8F)!lxRWfce zUYdJ7_^)J@(a;gc$%#e5CFYUipeM574eDT7392?Hu-^pj8J?gS2hHjMzbfXN=|wV= zbtSj?H95|w&~4dQ ze}d<3G-@7xd--~!%s(2HmWOxsoJrBl%g|h4*2H`06I=>rE;Q@#3NwDEnfwBE!Pn?< zPNMgwC6Rh_l9umD(%PwHLqAMb*M%Y2`hd0>06z)o0cEfNleJNz| zZloTArxi`@by0{O3w)u)KiW0B6?~$vbHR4-3f%9j!{3@lpF6qJnxWJ&enXe-r_bjz z^x=o}dxBxfo4^)yWd6&1K6uvGz;kQCA(jR3qr4{cCC@kUy83N!viIR(TfwEh%%kxi zFpJ!8G3!e9yXpset$t=dfAbmiR<)9^E4q=n0q8fYWh^SV2Y&TEI1IO1SBz)12Yu_N z?hSX`{WktO9DK(a9&IkdyM56^78bAdCVba+uf~sMjJy}E(VIyfmFq8&+CKfsQD4y; zczU)rUI+GULgV4@#F9lwc_}C(HNK`6wB2^{3GHA3eaCykz=%!YQ4&4NAAwQutbN~+ zY1j`(8wRhsgP!EUaGho{QNzecO$DdGtDy(zt(gRmdH{cY72eZ1cu`~*_Q0ts!K!fO z%5W<<4MzS0#-e5I zM9A2M(Z}VwP1Y9S{FW=REye4XuWbmurM1!4=|4;wr7V;MzI|7Q{ zPEXV8_-lItT1>s*c!+V~*=&WuVOKI%w5F4byN%@`>bB%f#(az>{|8-9hPN!6dgy=r zn$!*E!I>s0pwKbDj>OZ4z}!B~x#-^y;Zrwcb8Q7x_a(poji+$%7<~%UFQWen+#7$3 zUpqLqf|VTOPh2x|(U8CTbmDR}DCeK|BfbLO!q&g|9=^^*51~(cIA?k_*LP$p?Q^e& z{YJm$3^EiSd$cyvqv2mN#*TE!a2t5F3;$|Az1^>aRm?9H`&L&7X1?bhA;X4fO~BvYg%QLGl`5SI&tMc z%+>G*9#$-V{cJoiGO6X!CY8>jCP_WeaweYoEoQYel4IX)mSuqF?csCI?>9+v&f#CP_2g$(p+ita42tb2mZte@;+oA^hsi6!=yu8S7NltV)%kHbhPBS;-E@ zz;-f!mr_^zhK%2RXu{Q}dbrHw*k+BSzIZ;F0dfP4hv+kSk(}yQlM8@Vb-{>}NFZC2vt_B?Ii|G4j95 zbHKv_@bM}hWB;Yo$lD@z-aI4eEyIk(lo+acLs5Pw$ zP@^Jewfg`*!D(PsI-H7eZP8aAjke=i!PUneBlkCn{Py}xO&sdea%+|r4nhmyFSiyj zwxS6OjbP3)Fy|Zi2E8q@*TJ)>^Ywy18*ij$I1_vV55}PNcEY~~=7AaT*PZ`H4{{H+ zTmY{5!HXw(T{t=Ur&!K}2Z0yi@S3tJc+RJIOTWO2@ZDElir4-=_!W`MoDA@&A=La> z4Bzv39hkNfpKA>nt*6LaQ3I?5?~Z(j5B4j$_-SM<%E-$bsR42<1NF$7+1$hMCHs7i z>#v{|TtlzVCU_M7n;|Qt@-5U1?;@K;9bpe%d>+`_`x!Zm^XNl*ihG!Q`M?hY+$5l* z^lqPA7Enni8Hmrh-EwH*_Ihk@wkBtg+3gLgp;C&y0$=W4X*Suod@{auy=dS@DVW3g@w?fd0e`5U z^gl@LvzyO}B+I*x-tZ#NC^uye_1M`iD=Gm_uzi`O;}!^b9Nm%ZI|*@kQs{P2a$i zXj`zW`$@7B@zvcj&l;>I*FRqmmqs<0{saI z%2=GL?w(XNc+<3( zIb~)YO;aUVhRD0gG3^Dbg5bqB@SMBgK#}xsy-7|D402yaJvo&gh7LTd#ngvig=191 z(ZBR4?{2bmN0?jENWV%AI6(hI6@3z&qP59SbRXI{1jyVk4( zTPnaPJo>q4#%8dlHJ5b=j1hhH;7=hqWCwp*C&SOsl&!bfW#!lc_kmw{<{O`7AK*~q z+u-2)%%$`Z`~El2b%0sSw_s##$Ac{R#;%S*^lqPp*XD9E4zu2f4m_89)grL?m4O~I z&H<181hwTYKcfRv;8k-yWXY&I{ey?XxV8}ADh>X=gYiD`Cpdc%bM=vpY{#QW;~qT3 zSX%KyKq+V7JuLvQ@S}>4QcE+!mBs~i5eRNo)0z@l4%$f)V|^17#KLZAD;gX$kiEoCw9ISFRJ0)A76 z2z#Fl$h+Y74DfD-Uy1v&7*D{Zn>aUeTSuueI?=L~S2Eu$nTVD<@X=zJ+Y#KFI?<<^ z4>Q#@j4T&$77Bw6Z^S_xsloDs?X7#Kagw3w^~q=AT!*` zcTJ+Y+nA3bCkYQYNp4HB4C&0xS3^CJe5iR%iWUz`Rj@2o^}AEG;Gb0T+iCPjq{+uz z!oH4l6>TRgx;KOQE9j?*hSN|#OCftTgLz#0=))|ckLv*0J@ZsF(qZ^VorigOPx*m0 zcnxc|;EVd;B6vPSPeW7FKT$Z!372NBj34RYq%X?;_Nn=faxWq01mD`uTy4<@z#IAr z=AswpG~z3fgv-&CZEm%bWu9~`d1z`+8;0TM;(3}MBbSVCRf4B*d=vSdbf02t7zY_6WAHM% z=p9^mHX30O_tAdz5IOboRq(9sVAl8a-k=QwXoaQ*9w)P~7X7q^ala9t`p~01&wUY9 z%WKzUtMXm$3;4jy0nQZ%UZ5L^3#-gK;3dHcSfa0!T0bB^|2I7}+;7zj;a=6`CGgG< zJdS3p!CzX7CtgQCP%T*22&S#aGsh>d_J>q@t28H`_v1gMa6fmZfI-wLH{Q&BALN)$ zpx<)HwExC2bN?UO5LCxmU}YybdvB0>8npuW$G&j^&)=H9A*GD{2a zvtyE}WAL4p_Q758oI1<1nfsIDfrnOJ57t))wN>B{_&;k^Q1dU6YK{dpY9&4)JZZfh z-gLRh>qs+x7rB>^YR@LGR)!XaYp$M>s~v9YrN^mJtj*CVuxc?JtCR2d#I7KH`$44@ z;YAiR=CF^c{}#RmzsJMUR=#s{V^Cda$r)(pU1;Ojo21o0!#Clm6@QUc0YhWw^1WV~ zEsL8>@C35JQDkq?$8%ps$9{me{5L%DY(H}@XDRPvzq;*y9mT63YNbx`9QDO(eOdwc zj9Q1!Rg9mt3~h)<5%`3x7WdrLkC-2#h5pIY914O40|TmE9+gYOfS_--O|iYF@N zl|=j^=Eh@A&)Am|m^YI7)Tbn9ZB&99c7ibrGnd#ODXA4lIFRJp=ar2-iBD`PwIw4{c6hJ|5;h zew1U1NK((jB&D55(y%9!nVXE7;FA;Rg-y}O6De|%U6}q&s*KspeO{FYza=BeT*I4Q zN|$9JbLTOSUgWK0z#k^BnazCGcs^s`Gljn~Z{IE4>rLcCe*M8cpu* zF!lVIS5w0v=d$=Q?r-!{;}vdtEy>7$2mgnq`;YIr-rolBH z_j|Ln97&QSDM^wfM{7CKT9T3^Nm`P$BuP?|BuSDSNs^YMBuSDZeedtjzJI)L`~BYg z$Ln>yuE+Jb9@pdG5L#AIdN^e6Yd}4IwoS5H@8V>$UQ&UdH_t3=a>*HnONm>7ZOMD0|8sScGY%TsY;s8vl z_4(iCq?_Yar{EHo!ZCH-I$F(%bJd)9!azNOf+2jWG@D2!{HVM5sGj$+dG9bwZI#v5 z|5GbYHv^pxbLZcHL&Df?i(qRzyzo-b<1~1LU!7>*Stc9&LMcMX!*2Rqqh}V(+k`8(dJI zI&8!0CqfwgYLI=SChmwI;(V)b;P-e5{^Fobe^TdtnG>3B$_azu`TCG!){R!zEjKjz zEH^Z*%9B-<7m}m$L*tBmIY%%{KXuLRd780ne%WT1GIr1TL!_=zW zFy&J?r*ARz)m*c}Av9Qm1OFOA!^r!vunz0?{D{Ym$Cu6T9k=RL#r@wEGgyavJbuYoy%Y4myADl;eI@1mIw4d27D zof%;uKWU<#_JNnp?)>fAUlYUc6BCX<7^B`)bLqn!z8HqZ#)M_Qm+@CLjW9Y){7ro} zw^LXzoA_{d`c_xk(wUt?yqTH9k3^XVhdC$kt1o$~;8ydE@?jQUF5A;=;N;7BMJ^A$ ziuh9buEz3tO_CY2jm|#&Sv|?8^#hOaF(h{ieQ9VLYw@@;n7J-G?6+T{-h!BLEIKyS ze>5TqmJvFhja#kK({GD&jLwvsh<9Z30pnOTUG<B%j1BXjrA{&-$k=}!c6lav$b+!=6&2X98JQhMwy3|^^r_pFVRaMZkE0u zjc%Tv)Xu%Isx^Wwtgh=#&jv-mT8CtmKhu7}$<$YAf$E38{7Cq^C6 zU{D=j*)v$Jlt(`~-~94E+V5L>N$cSOEqG+PujwP($Mc6f*LTcy46ks`uc3qeCMT9GYseD>L71y-Y|7A-`B23Xjf*cN4ahudAVB{dL=(; zdozzbkputiDx=ygQ#;4^g=(71W95X$hDoV>0$<9K`XnaId`=&3W=xpfGB$La784fc z#e}i=*U~A`Ve+m{p;-+NCm-kP333x)%%Wd$r04YZu6Il3ol+yVfk*B6sm9`6oA=S_ zpSN>jw)q>{)l6RYS-f7`?!>Q_MDdM8g_WnsjJZwj@j{q*dURO!K(rhUI{Qf8(63@b z747Q4FR`Kd=s4PMT&TJ_UOq%Zh;E-q(@hK;dhQuP~A)Wyi>6 zDQaX{GHStfF>0~pya?^&K0ew-A0j=plm#@kf@c(#FTT_qMH$`dGd+r1ozr)j`TdP= z=3eJ`vu+`;m?xYMw>nu~i21LoT6I?qyfDX8!&kcPJh=6<`OL5IqIcDaZ>inzp^mSHGs)e#~kg5A*9{4z(4m;&L{KBz2(m9?D%gSDq zk^C_))46Jk5}MMzu%#02y^ag*#BcgI4n|$b{`f4?|_L5oMD{OkK zE|0J;{uSl5T2ISb@{e9&#T{^xwsQyvo4w9+e;a1fyT-n(e)=57J?}ZIsXM;N`|(b8 zh{k2cZ&lynQVlN52^;Xmj_En}Mdiq%Gn=Gmda!SvzDi!mxFs*_;qRzT$_rbc$_q2< z<%co1=Z9m71tI;Tg3xhCftid#`9%d`=1m2mU#Ehw@sENqY+*qd8($C_zQAX@I4?}; zU!eC@D8H*npSv)eh$;y4zSnmx=WY8rHzew}wtkVOc%xpfo@=>l$L1>a=-D}HBbe7s zO}d*Vc2joP`6v9}gFm0Guc3zC{<_z@t=IZ>TGjwrwVimpF76Rl)@FqgzST(2u;cG$ z0i0viuTLKjQxX0@=M2fKbeQ8>9H-24ck76RoBIaW;wCpcw?Cdr^y*U z92;_YotB;*r&k^ujy-MG_+)fwN>_?#;aPk1@t)Af%fX5MuEU<=4@QN?PpIvtN6E3! z>l+;vTIa%~UwI*9@f|$LclD2`us5DR^;WpHIx4KLg;(^kj4AHx>rUZ#LUcIxQgk?c zssA_6?Y!8KHc?-&QJl=HxKMg_eAw}b`J0Ba7|zfGl*Q2Y`J}Mzfc%*0$>E^fybb^A z9BSz72fyeXN^jyV=eau3hFFa`%xMj8(qv%&-6b?Sjw_vG&qEs;qU^R~XZigjc%GkaYhw2UyxZq*hIGcE@V3%h z)ShO7(w^r}P{T*_RMqmZj==GT@T?EGxNB&fC~vQ)_w}l}Ir!+w`oOqV|91Ad+#}EE zbJ|r0y81-5E+68tWc-m>w0u2{-CRc0UHa(zc^ml-qrQ{(DE?G z%hVZWST^c4HiuC#tHJGXkGE%^etgTlW)sh(X{D+&>A!7Uqub&pky)OhYR*+ZsGoG(nKva4fdQ)OM0AN@)=yQ zje72MxJ5sjG{pS!G+3-JKmJuSlJC&F*Ycaa!J|ZbnXPs!pW->q?-^RYZC}MYefy<# z{-shqyQuoG=hvQeHT!>_>lu#y#Fu%ik80>ack)P;MZ5yEt}FEVX7LWZ={3BhSC}wV zFR?j1#!DMJuLr4**PZOmOQ?TZnH?7D@l8+@51fH3zODXS9_$z~W2tsql%6ZYB{z&~ zkryV9SNHA6}APc*I_q8yLYFK3VTanr5!my#NP_|5Ah&otk=D9Eo zzqv5%YE)?NTwz%7SwU!iR$&-;Zc$h_s}Qafg!cRL!`y4~W!>bf{dh^#ixd6-{<-*{ z-bUZl+_1*?8~sP^_>MXBxjCWwdK%Z8t{uPdR%G`MDX_XZZaxrC--J`G{!Kp7Ygys& zqcXJgbY^FmQ#{4)5A&+kW{)!dmcKKzYZ$)A99e~P$2nDgr7Vko%1yDmZ}zx2*=ccM z*w?Y4>h0JNd#}37t>64O*WUQByqK5#huE-qNNgCeQmts;!#r73MOo1@4fGQk?^?&x zp6Kzz4)Ri+u1>_4hJ0@ha7$E3o926k@~pCH_4%|e__d{ry@UK#M?a;pH}52$i}#D) zsuET;xR;K$Lw+coJ%i4^Bt16ld@WWFFD^8EH4fj155rc*hXtMatQyws>T6KOafaI1!qep+8O7mrejy6Q-IdT4fp2F0UPE~BB* z9dZhID38{&ALaf`8N+I%d+At5^!;(H0=>e;wE68(vRCNXOZDD1-i)*M<{fy0wspPP z&8|F8m+}$FINCh}hMDTBMr%_4K|@0j8LLO<{inKAsYvu-yR zxQ37YOfwI|aI3XG!rmEo^AztiZw9M&j_Mv}eBfq|W8jv$Ik6_)?7os2vVd26GrSr% zQoJKz+Nndj`DG~zfP+p2|H(<)BICH6bVo#*Z5;VqM#&qX|l{F6l;VM8kz z(H_ro&c@?u@jHC~9DJoK+*2RLtFvZTz`s{v*!Okb#0Yj}wZylg)M&U@#QQjfzMHPc z*b(m<=^8%NHGIHAH@Zpr+wg1+UH=ok_6R?7n{*g|p+{}Oizd~mXG`_X{jx_$agZtj_5f#`?Iq zV~?yaNSe6QUKK9kGx!qHFUqOHyjRW!NLKdXHQseSb)7M|aeM@PS5DgQ>Uc^`Wq zqs##;=I=S^t9Q%XlEUVNb!^f&UKI1#gHoGz`KJ0xyF0?6& zQxDlc`iBg>zuex93$5;sWFACz{NY^oXC2r8Lo#B*=AY!|Jry11#>1EQI)$YboxB6|2nvj@|{M-oU43<5TnStxEogk@lt1+V}lWkCEr=@SQX(vo|~F zRvCJNbKB6-?v4o!f8u4}5iQzAYrl$@VOv}{Q5+x2e~R~-+mU)GA6+WA9RDnQQ64gO08DmUX3U zp%HQ>|6!JODDG7c_c_h1{cE@uKg2Y8R~8%^vlv#br6J-??VnLo&i3&I*OJ%qt95W| zr~2|RkNTNI_P z9_mTo^$5$F`+i?IfM+b=Q*5hN+SARsnu4RymD-M@`{*qlmYZC*7U$YUD?3UT=Y2Y? z_f#;DW;R2esD4^DhgSa}Jk#?Z(7@OAa249qqEqzpKBI~Io2ecA{#kVLA3VOU{^vaS z3x|)wJm9)P@)4hZdjFtES*r-C#~mVOZR>Fm!moFibtGC{*5C6pGdtg)uqB zyvIeMNtfa<;e?Ox6@`V56onn|tSr7LY&lSfKhU%C3c}E=0=qx*z4!QBTlm-8{e4pq zPE05;=LpZf&gaj`H}fnn<9R&*GY%Q!@Ll|B?=|W{ymT9!Pn*i$z=L(f++r;aVquwi z>qBM!DJ+A;BA#QgX$1<#t9hHE{9b2XCRGB+l)OqZLtJv#L57aeA{^swU?u4ztiW4WA;k z<}-6-bF9aw%s%ZjFRDIKEB#4*2cPQ8KpN?L&0Sw6 ztMO(HC{g=O z!xee;D_6<1J%(5D7jNn6yoxf{+M5sPS$fqab_?DQONPLybmw1|bJRH&;Z}R~n@_@; z1-Qrj@#>__YA4vV=YC(0Q$yvbr;>Vx!#K$xT&f=qGJPL>TiHXd7reV$cEO!^$22^{ zxqrm{waBZh5BIFbT{ht~|8-w~_mqu8Ln?+_xYoG))t9sA^8BgmzMzNw0>A!(Tkxo5 zPyNS2x`=bS1q@s5`}^^e#kkr4wdf3ZI-90c6y@eT+3*SfShc>?dih;2x!))Bxp!$M z5351$Gk5ob*_l&4_p`kYaJ!nnF?&Bep{+#oaF!gD2kqpOXY-u(Su(=U7X^Ht39rd;OXuB?5+bdc)SJ-=IO#uiaft){fOCmon@`*@p`3=ugeMbcwq-Uk|Wn7 zCsZEeSGzekj5?T0*OLP_FhA5bDF|&R7KBFk7KGzR)rrUGQ;)!)Lxo{oc2Q`#yU?|` zD2({ADAfL|SQcS%7#Lj~GA}I-3l|rK(Wey29V;|%TS%YB(^?gVmGt__(+k3u&kI7$ zW9}dKir$!yyX1$13Hc#qRc=`Sj=8Fr^*-kDuKnTq<2`A3t@r#}`ub?vLb=&QuWc>Q zd+S|1%6DXjj%F)%_0J4hZ>j;h$q#eQ-gF_YHqS0Z9-lIP#QNjp|H`%7$78uVgU_-& zK9shL=fBp2JI#)FST(Ijf}KC{A#D%cD8rt=X|b|@V#8E*THpHkR_~ZlX5h6|YV`kQ z>a|R)+a13Vh8_8b&$o06<@~3U?zgA8Tc>cSrMaJaox-Z~>_O!X9nB*#MO$Xw>U3wS5ZzE_{tJ;Ec>C2daYhI%xM7^;ZY-c*N6gK$xPoac~oQErm5{V!l#wI z^!2Z$OWjeIsS&$aM$)HlvPP=RDaQ`g@4E_C-HHoN@%212HhO=x@B8?h+AjrWZi1cf zn4fKEF9I)1!@oS1UDt0Mxk2T-@JkxCV_?zs;;ayyu$J>94oC271w1BtcPshRA_D+~N9xcOe zStof=Kbs?2C9Cg^?jfFEz4l%`i#zJFqq6@no7@4`oiFp?ceyQo@8APwfboe)p39cY zx`)kX1FQFR4=v2uP4SvF_nJ=KY6kgh{f*P~CcdDjskLh!g4r~^)*IEhw7DI8P=|OC zvUc!ay&LRz%fXrTLiPE!Z_EkHci~yI_vJhF_kPb0yH6;n-+i4tZ!;IfXFaa3HzPW1(BCT=$djO6to<+F{Dw~Q;qfp2stWbrFrJ7;7j+8j)Q{CLt#xj+ zo@un~P4j|u_W0-BpZ?@>o~sT`;^e&P37!%kYVM2=?c|82U6-Jq;=3|)(_&~+*#2`; z*cxRY!>M+g%HV9r$FTERdtx@=R>LAQG5k*7n0di1BbireYO;=};41QU_MVQPsGpj* z;z_EeQC(_o{6**bpY-#y$}qOKZ%DuPlsA7 zr}$m{$1i0T>*vN^uD-*aVykKA3)G*olp^zgl}Ft71^lcqsz!6B^#nEFxw41G$zdCX zPYs8!`Oc{W&I{N08F*FXW4q>flRWZ)g=(Sk&J7rn-A+A(J5-u`8&6}{zmT`D1$?5{ zOz%T$qUS7eE-j<=jCzj-^NPP!8@0oqmb+#~!M!=^tjcU0s*TSNIqw~pWjMx>x16^) z%?>jd4bO&KW7Ji@@!mK;$Mtt!-fb83ziC>y+d4h978ldQGVvw4Mlj zdi>iouLUqn&9oRs6_nO-vMscoEq; zOU{tP`L_D{60^JVUB=+AmFk*hxNJ3TFy+qfVHf<`X1-}@3T>ud_b_OsysGDUWoBlE z$#Pe=_?@FkFwtvQs>U3Zir+@VtXsYQi_P-vP+!k9yLowUz46|mJ&mp%pGT8Mc9pf| zdoWA1u5aDU&49-Oj++z4znK%}zMgBZkzD8-^TM2qXiWF3@%F}e?_6g zcLjV!bof^JVY~j~81tNyuhC2VjsE^P&+4DNS+|=DDyZuZHd+X;BGCaazS2qme6J4S&_#e6Lmv;HT+_@R%{OfN|vcJu4b33p` z?&D>eln_R=NC@Mj?QK|=5GD;x3=6-(v65gHjupw9YWH8d*4J@nv3%V#E>z5l3vFe6 z*1sh-w7!wPbvo_os9c5j@g>|Vf>|5?pkuvB->czj7sbbggDd>sZt7U|k$8 zx?H9Q4`s{e9E<1T?T>d4i%ykkG&C!Wy9@76c7Edwd&~7T^0Vy0aE4n-|Tfgsc50b zZ^;)chqE6XX>`CYpp$wL^<8t$^8Ou#^*_V?9lrmayw&mQmVtP)YgzT_w9Fs$FTCy( z>4G^4>Y1nHN0;N*ZCvZ<1BZTAhkw&8tdcw2oZoFg7x!HNqx^i5`g}rt+UP?O+=Gc~ z!U1yeI=D?&r|x}PR_VelGaHVj-?Q`p=w!=yE`Q`7;p1BUX78|O0KIM~FY67xLw_>_ zeedS$;D1_wV+ecx8$!v@oREE;EDKy`*WkQxvI#x@R_n1ei^nbjSI7;)EdBo37 z4C(U|^fVH}#0oq7?8I6K7qZ7Dghf101#*WQN5}iQ9^LYIeHODZJLAL9HNC-{wzU?6~)V!A%#&k}S9|d=J^IPc+ zZvBauK~Hdh9z2%$vV4P`Krp)YKK=#sGwbx}=E3g1ya1)o@y_b?9eEaCkwvteUv2(5 zw7GfTwA--NMCYJdcDWgcMe~U+xj~35$EJ4IOX~srFPgmUjA8YIU26D zW4@IiqPCnsOR5~mQ&LYpp8j345A^re)2)8QrCQ-gG2SB?WlQ+y4_#yT10BBvpIYc+ z#K$`3Blz{FULOzLNqGv<6?Joe4cp6q>6ZC_8GCcQ@BRLZ@6B=iKc{ZtPpJG>?QsTO zWtQ{x1$e{%5NtfzRZ}+*2jPdYtl#~tQc`@+3e^k;g_&NlXrp1@nq^!qXX z{(5!SN3bgfrs!=a&ZmE?CCk)p+o#Yt-gg~_S!rj{;njs5Z|0lAqo(_~CGxd;aW;G! z|01u%BW7WSs{7O$({Iv~>+O5TU@D#b#OW~kS&ylK8A$cp7&Ut%7(QWzS$4j&n%VG2 zUElBDGF)DlO@WhcoJ#MV1@rGS^Zk+Q{Y{abW;k~bd3h(i_J_RgL*${~PqQ3rr$mRy z%mY5|x^(dCy7%PdUFsU1+!1upcHMb%N76&f>M}N`>N^(pRc!<$V~yH&Sv8$6PAYrG~DhCSI3>!<>;F zR_G({-DCF14AMZptyaC%Wah><4A4h(%ls-goRqb5h<9t?ReW3P^URmzhsu(IaOf$T z)IlF}3&Rmw)zOEF!q#(3>=Ee`3L5k=XIv6y=9b9xEe?&7i^C*5taUP9#IpR*-u=v6 zV}>*2%2ANt+N!QUc-V~LT)mEhdS(D7^`w*4?HL;DeAN@3{%6h;j+ZnYn$=;kKdQf6$bw{H4 zb~_suBt9kTi8XLq3GPvDvOBgSk4 zU&R3#?KoYLrJY$9P0X+AHy^oecNd zb^3Qo*sUHs`R}w)y2sv|9{l1jcL@jhFbCYt0|mR=|C3krRI|<%8Fs8@gwfZSci!cA z>WibUm4kJuJp$^3t@MkGEd88;^wF_(JgW6Mu7Bo&=ejjJNRx1Gw7bkTy_fp%9X$6j z{9jH+iN50Gr|_q1=}s5w-ek^RyW*~sjSG|dPs5+ygzoVp zmX?nFfmb^xn!^s~Mo~U|eZph?)7J@(rTu;o!FWYrmmAy^o;8cjd9z@a(w(=GrikE-qWKO;BGvAn__4U zA3Da=svT(YM`;VQYG`81^rzpI>)>^r|GL-srbs`Mhm2=+XB#>n93RdDSJ}00KC`l3 zw*F#v81!GB(`1^~Ci>RpIU(mBvrI|3yg+uH@lZ`WoU6BCX6G26=%bOkPOtB}f>6I$ zFL5?KOU;-3MltQIB-FfLA|Iz%u0XM4q*#7sQHZ76&z?bVzg};!C_k*bFE1SU89v@6 z$5owLHr@O+56bR0d&wv0WtXz|DvB2RA2kZ?q)ju=)%9U89@>o7yX$-Ts_Kwh*YoYS zn9KOyo{6#iKppvg_>P)A%!6&8*N#i=D+ry#5qmd}-D293TJ@Qqo%COFsp*f9U5*s$chi#<5=Bj@%GBsHl}wqik6?kYc<|JiEm(*TCo4qF(I0EHR18tklrjV zWIh;Y*SmdP52^=Gm%-pMWdAP#w@D1^F2xNWO9~6_vQN~W<8r&NX2>>gIaVG+qg1=7 zQp1|d(!$p1vJcdRTLyHo1Hjy5GOs2dLAy)6KI`lw(aXznoDDTYIEdyxzjbDqt!J?k z9&9yNS61$vTN|mh<@moO`}%HNb|8HCr#u6F^fY>u+V5Dp>+r++jk0Z) zdv6D)n@N7gxrX~Sql+B4+GEJ_zcXawUTfEZV`0qzIPx)WWB$J)PtEriPpIR6#e8`2 zgx_=90Y_$h);%=EgUX+yZQTuz@WTi<+VExMdBGqWaz>Tk!PgqDgE#)BVLVLgpk9H^ z{pezgzwaJS{NZP~+*H4_!N*pg(0^X@yOs3kNBzC}I6BQ^yOM^p*kd>qFZCF=!o75u zI{qiv={!taM(2k)C)9^6U5^XYd*gVfWFFcf$313V+@Z2R=)0XOa-M;iX>OnP{?fn>KS73n|C7h?q>pbxv zFbmhMk8fwy;@-P);3IOwd~BvCn|Xk~_&@!VW*H$(ec$8=K|NuAVG{BQ?yZly-PvR9~np3c|byz~L} zq4}OAfAgIkv-eRxYP~PbE?t}x)(y`I(dMB?+?pHq^FL%In%ns-;secBKNN%(0}8{! z_lnHT7l$P;7t6RQ4vTgahm$-HSsRP^Gk6|Ki|Cz&_Nda{3-a|(c~xb)PJC5{zd6Gr z=LYj8=BRG%9oCNN6>2}^SL;dt+~_*;S5}z$J1ibR*ZayWSQ?J?9$z~x_Tc$2{;95E zGyn5sy|9`*d(L>T2H#}9_F}UkPwSVRO!>e1sqs`h)jQbH@<~#dGe0RDKVi?P?DLKG z4DZ{W6xv*v6vnqp49Rr)$*}tpP6KsDSjUNA+zC%B;P;YQWjGVsM(037k zeJ43r&&7pf=i*i~<3lgn+ICo3+Q!VF%$W9VJ>I!8`P$iw{E}O)omoX@Zw|;l@0E)G z$-+BT-iq9o!>eSu$UBJFbJ)Dy>%gD6+6+s_8|B>phbBJQwR4HGq#I2p_lFDe#r+zkI9+ z_H2CC&z__O!L_~9{Qqhn;bF;8_gMfFvuWA#B-^>K(XIV0j9=paoWK{Bx20uxyo1y_ zC;mYT%cN)BrA|~gtUsIHLGN#n$}=9V&u>2V$R@b-E{$Kd)Swf%1`aiRyT9E^quPf% z)~ZJv$ce)ji}1_EE%ZWRX2~Hv2)faX#a>f2UNr4*!)0FMda{C6;5v`Ej?98D7yJ0F z8f3NeWtv%#3ZCD4XehmDjn~7Wsd~JR@D;yeyKn;g;A zZb-cxUY2Tqw`o2+Tj6`3*v0oY|J+&__bW{6Vdu>cc$a!{dms52#k8>}aArDK`a&}m zub4r=y>|LI@poF6*RGjsO4UX@7l&-|U5_y2!JZ*!HtzYQSz^9{EWB$gA6v>I7`9Iy z-x=l>tN7LQ7BkH&HGZxRx3vp>kt$2-{zU;Qpu0u|mFuLbC#eq4hib^WzFauUYw_=qz5Zmvh6&Sh@P$%_DY@vz23Z+YI!{ zG8u;WV0r?-KMtL96!#BwI@kWv-FnwIWZDDREv)8w9B@|#J=5MGvm1jRH1}cFBYsAg zurtw)>uECOzDTuWLXNJwX?RC`WTpL`cgkP6(XQc(?Z2zn*>!;L(%$pvR>`t$lR|9` zeVeY;?|eJoXC#Cv7bnPWjSr3W?#kpQ?0_%px5vuvi4AM|#fG&ot7r$W)-y4B)G=Yk zCH8TBA038Hx9{dY*foiVi&wts%h6%^eqPZl%vtl$M|aeBgja*3;MFsBbzRDb|B?*k z_yn`svSaK-U9}8e6(@!H853aJq1A3v z18$*F!LPOIhM8^oQ`H+=NBjA5*Z;XV)!XpuO#jFIM0$=p;6?T(oaI~m4KK>zpITGk zy}w$0)y=tjF)c0K@t`hS;u@B{7j8Pnr?!I;j*VtCo1?UuowqnnaL4K@+;5jUX};$H zpUSR>WiP3h273lYyTQJp4khB!v{`w zgHs9c>rD6Md2c-xzHg$dE!A855SGLJNKdXkd@I7+GHP+Ta#(}owfmIr)t(lQHVCT0II@FMk2I^qMp{;D6(s zWjj3&8h6wnukWd}l1RM`r=q9R331&>zhkM{hGTpryN2<+6~Pl&RR655p_V6Zq~1)y zQZotWp;r1lvR{2n*9b=0i}$s2X&sLcUt_k~WqeQjN#^ma_}vrRcxL$SI-X-^S30c9 zbzSUbCc^*O*1u~gqn%E>+?>Rxvbdk{UgLf9e~<8Lx|o^OISst;t-M#UnW06G%rFfH zi+E?Ee(?Hvy>beAgxW`VUU}MJ}_rF zKrUf|T&x@A&BXGn-<&UByC4iIC<;UO7Rsh7G7ncI=EMB3Y6%T%13h1@Ie)hd2brz)j`Zdi+ie*7c*JNG2ZAhkDrP3N$reM)F}RZ7@7*^a!+?C-lYIiyYCaoUo|Bb2Dmm>8z2 z1=Amk56z?Ed1&IovfJY9YBV>)58p~{*!~)xgtqo>{SU{oD`NZ@p7nG2ANE9>Yf}%d zjy99S`*6UFPs5n7uFS6a4SJ06v0?l(v0=*vc6CjQqbb^dGd)3%IUx-AG9er;OAKo_ z(%ABo;t3fXI zcRZ#meB2qS0k5mui?YHwRx(1r?_(V2BIh1%chGx0^=ABPf^+?K=lllO+|TfrPhjF! z{jXKNrg=2I#<5W1_hD=@%p5+Fu8d=>X#qFBb>8A^)gD_4{ifREn~<$ug2Bn~xwX2p z=72g0*BhaJs_6o|mci>2j;#pyy43%3TX7-G;!A4=>z4fDem`#Phi~;u#nV>eddJ`@F1QtL^=n4kzqqciKg`FIm#7gN;$G|F z*&=l)d`?u0wp8~{SfS?r*!laBj~~KGuR~5#7~Z9BA454FS5&Mvea`>#Jl34&8nj3a zW=3?UI;|F;I`otN?9=+TeR)h=w`Lto4=FU>0+7Ck`qF%mOU#-s z*_s|^==q#@%PiOauHnQaT629kRY-$Zr`G<5&@e01l)t31cX=AkatFX4wvp)XcX^?vs45n{jL zH=|SRbiG@6TpfI;>-*!*ALm7+2em-|yj}zRvyrT)YvlkRNDIv_ObbV2Qp0F{!t4rr z+3Tmu9mGig0 zfz^6~J?xk-uInovT*%uF<2F{shD|49!`!iPA@(5OeXT6f%V3op(RqUt9Y=guwitO}@m&t)1)=NG^b(hfaOxe(* z()IT3*$sAaEHguRnI4_~T-Gkv;m)`^U8(*Q`bI5ph;u!X)v)bWed-(G4Ubi$k7(k5 z@fw^h!$DuDDvHnGTD#Y7gJ<|s#tVM80)Cz8{pd=g^8Mk@`aAeF=utoO^TFdCqcH23 z`^!9OzY{L7WQ!e0`FPFu@a_kA5UJ&Oc6O@Gj^Z&Zdf+h`&h>uuA@BX5Tj7=OSHwAg z@t8SyQKNwoADH9(s5tZK5fAN$~~@z#qim4*wD@I z`J1Di+|Q%1_bFWL5%>3u$FLO+ZE>9WA1CMGoKLD<;Q3MYbJaNbI0H5=qGjWv%kj-- zU&CS;neAs|;8q2$cM=B9x!iN2%glkdQI6pz_3)@w5$y~<&BqsCrLWQZ7t{48T!>d~ z_Pig)nQ*+FfnKKOEYF3@>dr0jxh4O`-t}ICue}xz;eHo*t(*@T8@(rbtgT>G)tP*3 zAJpO01a(_<7B2Ohx%W5lrh8o1=>+R8G=s2J=FbAx_ebO~K4yMxj!d5ob-8AXGGqkp z(|eY&Shh>%;>&4a->>p|8~VPSqQ=kY?d*bM?dy10iJo*?@AQxi_Zq^oUape^GvpHC zV*@V1zxp^wyQ_zWy5Zby4yzMS=(k+p*zjI#oa*&+9m%>DkM|m{_4-eC9PIZTlf5Qu zJJ@@u7cz~1Zu8YLh~MtvdLk?DU;3v%m>)RJe5G8!wlB!a;x|~T!URd=>e%R1m zT~|{W*7IF8J*QY-quA#qboY`l_oiZ*lx7dVEDTHA6ox&iyrT5^diDL?Cwx~t65C(o zO}*Kk?VQ}uVy-M{8P{e1%%(%@0hp_5b-DiSi)#IBGZSyn+Y8~VAWBm2f~u8Np2`UbTj?ArBUOj!Ilj8Zf9eL!DvO-yJL z2j6Dc+x3&Zs5o1@@8jf4#PbBes-g6=I}^k4g^8hE1NrP-=xdMA*M3Se*M$RaHXvg%5Asr9!`iL4z$F+trZMjIjOX>Zd1*L2W;p(L(&Kc0ncZ-wo*qX(*!ci# z^0Azb-Dm(j%=0+?PK2i|$E8Xl-|GvLd_3C74j7zsLIi`K#B)BU<6Qu^2IF1({TycH z48yZldHni^6ME5|&e7XU<_%HbHoJfpcTlal2$!R`&AHe|{A|sS_#4bT`MLk)mW!tubvd9@RRM%L8xt z^bR>UV!NAPYa^dbepzEU)Jvagwwd`BvuU9t)A%9NLiLSuuDhD`l3QD?URnLKeQNTt z7hOYpk#jcBb#aYc#oe1^E`BA0(XF22ZVoMZrdf-6mzoVT)4tNN7i*4T-x(R^0eDzO z>m_?1>MgN1^>qD5@6llI=YaF@;vW1Md>OIFBlzDv%*L}<^Fhp5K)W+rltSZc^l^`H zEVgH;aVuqU-6ZQT+m4Qtd<^nX$MA?9 zU(D-Dhn!s5Bh)tH;eV1xgKoL}Des~8efv~>t=`^4JaYF{`VsmS+b+`Akk7Z+HDe9! zW`{i9_zw8htdy{EqU%MDd=)*kC4Z%a5#OhT4tz^(?EcK2o*GJ@NVP)(cG-g!`>8ss zK}v`kXrB0A$zjTWlI&WS`*~7(%{X*A5zniz7&iXMu_C7PtKDNG+H=zj}$kZFZ$w&R6+8h{mkS21B zK615lrxM2PQva3X!gFBLTe#O(cHVx6?;M6RC9nve8jVApxg%SV4sc^OqpVRkW!Yy8dmk)SM9#=h&XCT>Xus^uBS`_}ATm_H)-RLS9RY7Z;OoxNfGu53H54o?e;bmuk zlf(z`BCL0Ar+ni&;QufDTJ2}1VSsaD@E#sKbzkXCFe+URKy%kCm@@AEE+I=s?B;m* zgfFG7flWJPR5yTM51H-aLmvCT)UfT-)G!EdZ}Wj2BA?h1x6KYCnMG6hlT%hm-uNUf zRLrs8Q$&4QV)maetpT= zr`H`ra~}0xY}Z#Tc5FOcSFdMZ;Tp1xM$u8vT90GwZ(bw1-t@Iu=G)9KOyno$`#AnX zFJ2sc=Zp~A_s;phzTmh{_BVc-7v{gs@43GqY~yWjeIq~n=8~}Gn?7OpO{KC>`h=x@ z`h>DmOTxCJJfiE0^l5Rh%0hcqWY3(5U&)hc&vUivUwl{ba$irC9lt}ikL;gTm&zTx zgLh8vqy?RA&iN5-QlG@NXpsI;>$mNGEpjbcLr-xn9XZi4H;{IW{|@?w)}Dros;{@x za3=4tN9sQ*Ve;QzzhAsw&D7RH_tO`_r*!i=^>GoH*4Fznl_p=dn;viPdHYIP2N&XB zjXKj=Xhwg)h_7MR%}M-6NwmVmF#9P!gU|Tk@vR|6IMJhVp_*=fU_)#eIw_V%H#V%h z%&mdkt%LjvX?#`*v7sr9I(b-4Xg)DRo@g3hM9Yo7*F7!_mld%?j?6Y5)$~-}t7j8J z`QHg)O^msNdf19scxjr^AXXEc9eWgXbU7POaXZN#6&uNqSn=y0rifH>|UpEivT3@q* z-g>!n3GeUU!Lj&n=l{j(rvkOtzw{nqQ^P{M0nb?xsV`sc7DoR?i@)Bv{tBFm)QGKV zRnF0x?&ckvz!5k#Z$7Tp28Q5v6W@hHxAB!$%JLgT+FcwX>6S}&vj6VAI+_{r3u&G?_%C&HRrJa*4DaXxJZPdZ5tt5oae z(B(7lra|TEHQVA!r&K*!?C-oz*;jfk`uJWi8XRnDb|38i0;c`s{_gNK zY>i~q4{CrLd(YC;e-pk=54E%D;set||9Dt+2-jXti<%^3F;{ltnee5V-02TxSKlhb zx}90Bb7gxBv8(oGd)CaQ4)ggz8t}$z?5e$qcg9@(iK(ff!gaCI-lJJQZr`68j%7KY z;MR$?K7Qfc`w3rgTj_tamOb0SHFNyg_F&#co7hZ0yG&krj_c*9t}^xP;B$=|qE;-O zf$txT%(ugSwfhjq$!?fE6VL8|W9{3dMphTj8Np-vR+gQXG9h@?rkWK`)+1cggNIa} z^p5jkjJ)H8cjkv9;|s!+JMgBpMP{6eL+pDcq5O$HdJUzaY+PxGy1g{?tKTPNyH4{2+? zdW2oP!Xxg@3PWg&lc%cd=>=A#>6miYeGowC|kW+_Dcu4*3EHp_slDQXh86F{hT$o3|Ce_Y*)g%^aeh(v+u*^3uyRj= zT|>febW_WQ(esCSZm7Rg>$eS;@DhyK5tA-pCfbes&A*QLn0wV!lkotCvc!!h%g zoY54z`+W0Ba66JKT>T^;DJ^4m6x=zlYZ&cg$NcCYJL_P$mFMaA91EeuFW+qcppE7PkK_NaCkteei)xi2hXjvwr)mf>6y-D_0g=x z_~8|<@3+8GT3Y5{*b>2)A+WTJ9(S{P?m?J%5#AK#I8#%OPE_ml!~w5@tF*lt_qnM7 zOVu$|>+m)IzxgR1gY$0FH}2OtcNC_MP#X?*yzV{IbL<9ZhQqCSba_}4(c*G0gT+63 zo-fh*7r>@5j_*P^NiSGrWfLJhn9F_YWRN zL$@Qi4DVe^nQYc`XzOaT`s%-4L+DkP%7L|SsNf_0^T! zH%(pB&q@so8>fb~r`W08FqH>apS`X5ulQ76IK3_&Mi`9g)X+I-drng_E$a zd`z0X0`dknxo^6}B6VkD{+iiQ{53Q1{I&F(-SP=8aP1fhuW+rMXS>dLKXy4jIwW-q zWlzcp@tUn15AW##rTlFZ)WG96dcEppg?j&%2~lCM>O{WU&&-F{m^pK_(0iRa+Sgg%{_{g#n-!na z{2J@&cXD0XPkVoyzW8025FLekJVjGSBRD5e)lHGqvVeq?&b{!{}!%pB6itwViP)mo3wl8AV_ps_SvxYC?Pv)7+;n%@g zv7yoZ{Go7cES#F;^YThLeecld&xxbI#?h|yAxFoDm2~&aJoVsf@9QtUfR3C&yUiMj@^Jsl1|?D#oBZ@58U=XE*7 z`annfs|mbLGhgz$+^^3=gI)bI96Fshu&wj?53>QX^;SE!#>fLb?zLLAk}g4?D5%jh zTJL_EIuC*jP}lBN`rfEL*OtA_Z7Yw6CPc@J~V6b|#V&oaXDXVqx9M8jwCFuY>M95q&n^WX72??G5~ zGe12ZHCNqtaFBCU9W(&X+YW#C!K8Wrq1n9UHWA)>o-2-djQ`fVkMxnBaIQ4M3A;K! zoZ}P!#?yVQ{?&agfjO@6m5bDsvpwdQ;UOGtzuV7Gg_VAH_?ha$)-o3m5AtJMT2m9ev zuxfA{b>Q!g?|oh)b@B?_Z^L)=DYtq029ciZpn7NP1cJ?JCL zXeUd}slG)c`M^8{9zX4CGZnwkAmCSZbZR(iM|Xs8E&DMwG@zgEuzzxOd;4_%X+IKA z(L~&!e?E;%R)6-X>7l6_XviSvBOXz{-A_*FiyYapGOQcO7=2sDXj3_4GH9z_<+BJfJIsW|4yU<)We(|@ z?qTI?9{=U^gAZvSIeZ+rc$7M1{=2U2mpLZwhUsPJ!jcp_&+l-KI+vEJ;a67BwuX7% zI_k5k?MFJd(w>yVDML6K##OjB9R4ab%y9cB%xuTMFgmbJ+&Az%KA1^CRm&ULlEsSZ@g@(~3ELqdV?o>5%E{w_X z{M*BD*Wd-t<0VhZ;(6cKt8lO1=%jdRbd}@$Ec%xo>pU7oN5}hGIz?noaqLbw7U#HI zf$x9gHPwe4>v-I*XEfvjUY>`&7kJmm6x{84+)KTf<>Q#<_>4NNW{!`?)oIu3N3K+} zUGLm~PrdnrA#Fs%chZM1o&*01>a6gt>@`22HxO=``0-*^mHyH>idQdoHicCAT*8*lsh zK6nb-wq1;)^?f3^Js0DVw5Xg-S(J46FKEow)~|t%qf+>1jA$gtyMhfvfxjHF0kAj|i_ybIjLsonB;KYv8N) zQr-qjq9eO!aiv#N!=9n8&zJlB_mt4&n-sg()Ft%XDR-xsmE@VZD^sW=HU?mKCYyfc4^^P7RaaPURWG71Wm}M$@{STN$wO&=kjxS+VME zv@^Bg)GHl3i{O>(#;$vCEOYTSdYe;R8wz4P?`hq_DEPcI&20W?c`Vhmp#Q+=#{6s} zyW72+6&mvo44w`nGOLrEBTQ;FR&C1LsRGO`}T$Exdc`|k zQ^J9#QbG-n!{BkLGT>4}){S=M=t(E?`yaQ%Z~tN(X)}Ko58%pa>V$XgmHoj^XE>jH zOL}PH_1M}HPr6R+P(y>jKidq^&%Q+sai`r}tJMytI}d283*T33()0%mvReWVYd*tq zd9A*F zt>>lR)nXuxc{ofh_qoTJxl9kgA)e(ps4apqPy4@gltoXd5noZ8(B5`#(l>yK9pKT{ zv*6cxFf9sJ{wa@{9u~>CkLZ8R?$C#*&nx}{yvOO*z|Bg&?g++hdPpDgeRc3&_>6DW zHo&vgI+6ZEBRW|#xHRFva7gc<3NBUC%GPdkJimg6J?r~8Wiszu$!zDZpUu>-NWryQ z9f9RI>D=q|U2lYIPxyJd-&c!n`^5guIqE^#{aMrL=SiOHclJK&_sz1?c5+8MXm`OU zbwrx$dD$tcG^G?-CGhC66!Q*see{ii#^4s8>3ZEeML#wrq?iL+GdLwo9B&@%nUs+E zNs7#u)X=CeU(nU5VenP3Ym&SW8gY}xuxhZHP(N|fdGdZ?R%1S{c03bhJNRsPQRlj@ zw8VvHcn#NkUq{pb61`sY&hx&HLkNTg%!m(j2o_?)I?kJhX*vwUwSg>`o(g*6u?hEbo()B0DuJz@5o$^+bK zKXYUL($Ul7Le?#ELnp+A>}zD0!m#?u=6YJ=RCZw;f??Sm?8GS2Ba|;X8An^*Ha^TX zbKR_2LOA)jSs;DMZRQ(SzK&-#Gn+G-?*2tm7@L?JlAlbLI|Qqybq>@2>>QenNC~C9 z@8e2n5bIMz`!vT5>|ID#oqmdb4Sb30A|1J%k9J=gZ=~5J=ki3aS!1tLIqXhL^BTQ~ zo2e%^eU}=>=?@*+Kyy9Q*SFh|`mAHnzQO)KH%j5zb~v^Y z5A$(TH}wfTTw0~Z`~se+JKIlzGy7y>MXO`RtK-ye9sF#vIglFt$AixGUFxw2S4p`D zUR?m!K7c7VMLe&xGdyq`4!0Diu4x7{-0~{nVQ*Nwsf%5$o?{<74B>PY?RUgC&Qtub zzTSO7svUs+dSJzG!VA~mG@7@O;wm#Hq!hpX4>NBDn{{T93U)+Rg%Q!8QA z`7r2NkGIR!66xD#dOn$Ocds5;Wh&1DzBT+B zy#iXv6G*U%>NTJeDKtFAce*chQVvn|pmz^iA< z!QJU~yUgo=dry7|KC7dqoY3>23ka5LUr|q=bUwM}&pCoyxn(;CW^~cFxP;!~TG`|SSyDJe2EDp+d0LqJ0>8YP zsNfC9QJq8iKRSnv*Yj}l#W$)>4!w@cER|(Ett38l$dL_`7$4@?%{Ar&-YWgS zl$AUSvb6H#F=WE0<6UT0J>ujz$A!To?MbbQ3(el+pRdo?FeRQ2!-w_n1Re_+4e}(~ zZb%F%m)Pk%J}Im=qcgFk|82f#%7Nt2VNmDL<`W(=JaFL4Jo`OeKi|@azL+1&b+tU` zGnA*96V?lw?78sM^t&f56y2-`;ToLd{9QT@XMfG}ZRmQaS5!Gu58JHIk#>&ne0~WY zuOdCxwtlv2kp0ZA39CBcU@7X164wX!d;D(4X1p445UnuTYYhAMsRO3`KbG!4zUI3B zAGow6mn7+uBuUcRkF(iEON`lTW@eb>k|arzlC-2HAxTS;6w;EGq_teqlGajkElDm( zk|aqkDM^wf>3ct)eg8POZD;4a&-=XJuh--Gcs`!L_>B`=<3Ho+T;K53&Y*#3(&S;l zF#M$Y0ysl!8rFsWv;nXA!M+pEODU=Kw_- z;ZAqpUQfd`d}|9V%l4kC2wm$QTE6G!@C%#F!vS&BiPytz+&Mb4Hd@~?Zieg7R^I1Y zd}XRofeYo!mVFZ<^80FonNMk%chzepx@fJsbT#8 zQq6v`=3!Xtq%^hde8O32VIAFcj^0g!4#{W4w=(FbQ+9UZ@sMZLcs(2HOvu1d{@2B!QNrwGx_pwU>BdT<$~U!;V4*kt63JS z&1apE6SB-4JNS4|C!Q5XcGk!JGPOBkh3o#(cSHY;33+M>-_vJQJ!G_R$F!^E-pOm( zcdgg~U%pa2r=7gVvRk7Xulv;rH@63O9<+bt<*vmimawzC`SR1o+C%HD)3IWQqteYW zbnR%A+oN%#TddK?`3UD+8K%l}i|`pXfA96v#5b&glgH%J+5g#MaZ|I|m0qyR{D-nV zDdt7drDxW<^3u^CUUfNnv1fJ>2K3#io~S?$SQ2n5SO*b2+5vrG(k~BNx`l zZM{5IuX4U>i?mSoOj@Yh9XE$9^}p*7X5#;oKIjl8$U)mzY_G#HBf>*yi7XdzWC`JJoXqrm?;#P5;Q zG94F8;LFCq(rCQC!1wBy0lU&+Rxf#K_VUF3Fk0+%+%33WGHyLgt`dK8W>3cxQ$BVB z-)fTh#53yTtf@41aM%&AhquEjoQvn`jIgG9c#fSL+M3N|^P+z0EZDY=f2#! z+|0+U&#%3>Hm_~!lQ3*44(T!QE&k#%ey~`?w6^f*V%ls|xOEX6N`qbfVOb$A7E1^7 z{MHX?ey6}NyegX45zP;eOV;bU4u7yf9OZd_zU!VV&tRPITXU42KBGg}f2p7HsAHF^ zi-0%PVoI&+r-f~}d8@stVX^p9vv*R>9!S+gEH%u0#SEs(RC6Z%|J~FuZk<_jX2_j9 zhR;W6?>9Pz;~aY`P5qErO-FIDA>xUv=)f_q`2{$)>mTivG8$gZ?Crd8zZv*KhHF07 zy-m1CF9<&23U+F&*i4&iI>`~kOX-T+w#!#)Emk=3sxbb)VxVFYQ?~LC<-8C6T_2&w za@)@^$Kz#rP;Z$DXa?HMejzluIXiSdiUVD!57rAgVL+BT!sR_fgryXh6PPmWb} zo}PAjq4foMVby1H7=DuDzDqB^`MtxA*7;_O;8i>G!qC%tn}Y_+{I5-ay-UaCgn|#` zr2e6ojXtQQW|ED5(W7|?YxL;v_?+3!r*-?k8A17a3hkBOP&Hm(>C>Y#>BUlLmgB_7 z3leeWDV^|9HpaTI{>(KQhX;@87#h+32Do=k;a5c_?RlQrgf!!lUA6J9;p_0zOI@?^ z^xm)8MR-4OI;{lfFJN=G?6j7TUJ+JKv_Jl|?q3zN9jPw@ow2eyE$luHGv=r0t;}E3 zU#ry&IaEK>p;kr2L?hwked2y}sW=+foP#*jH*~7)av;7`-&2zqj^bf8P4#XcAb(z; ztyc0z8>-EjCPr9!d2%?qBsm;t)?SU3`o@{&PUwr1f3SU++cqT(DNPBhTUtNQd$dUl zOX15=JTRO7Hs?M%=uI#Seytb7DYa(@ukpN?^`XxA*Lm>h2^{{A`1Q#S;Q(7W!J3}L ze(qjmT@Mj^jD^eBvAcBGYH^~`bk^J~8bz-6CedpzS9dK3cQp;8>NWl3`@<`Fg$w$) zKJ07Gv)1WfxETAfd=NZY!H)dTb*H5rU&LP<%};2C4?L;Y;6QxoBRZ2cop28gO)O~= zootd^m7RI83_m-5XRRhxb|(HnFRSlZlVDZftMRHYe5UVkm~AgR-M#NQ`6{Y@QaHMJI)$;LoeWIAJQ}VF46c}*>3!)++O4RF2CL1 zI8_7ttq2d#{U5&hHJfNnm370%?#J~$OIP1%FP`MHsx6+_(>jV`Fs-fa`*Oh=i906h zIn|wp-vd?+5knPom|&kCq@Az*#os^T7&uqovtZVlc+`Hml^eWf6}+1*2Jo!CJxvZ- zj$<`eqhQaMP5b{dA=|ok@8iA0`Gc_PPz}3uE!*;oJi`k2?~b%E>54Qth3xGfH63uN z-Agb@p3MG-U{!G{4FhgX#@ip$7hoP+_zc{70e+RMwWW(x9!w2w`HHPNrpa};Rvu<2 zX%PdgiAj9Iqbuc`e%&EN*ow8&Vb{0%9fuT)p$OF?wIM zSFdwwzB#nLL)rCw$4g<=j$UTT=7rHc%wL_F6LR#B-|?3IGJMZrle5ESF~e04^F`0> z9_H(JT{ECtIQoU0cUso=xqR0XavN?`Uv-||C-3TEDBe==o}4*)=4iHRDt}@Su3jMD z`^XM{%xUaB+nQ@#Rr2eaorRO8s~LE}&p+g*;HZ`PY%Hy!sDmCg>}NIZf7}{dCe~X1 zCLe(99q=ieZf_05N#b7W5T<{}m#1}iIx98I8YPc&Qv0yybTPa^YH7@im=&KCGEPYf z+rQ-_mPbOle1$P;dggZ2t6hHR+Rl+s&=p2?F&F0!eN11Bh@nKp%_CvijovRWbxclj z82e&!s8e5$QMnX(K4T=j+H3yAiHP13FQn*gX02Is+jD8{^wXL_@I+nVo)-8JuAYqh zH<$^#-VsBfNo~KNgL>gKy{ppLcsj;uu94W#gvDv zK^gsGJbRk!JxBNgF|e^Nf1nZ{TflBN9B6$`g9Wt1ad2@M9b-7ol`#d^TE;= z{B3mkEE1uoBNhVC!6>NZbx66 z?wD;y!ITpJgI|kogF$q*O)%=jbMW*YKJ6IV8!TOL9W1@UUK-#*-^;y24tEouKMx0_ zvCMv+ExUxq`2)Y!XE&7#(qK2+gqJ7yoF;pn=Myks1pgM+mT&jD^str%@aj%+n&xtq zH~C*ut)JK#ZmoTqPP*3LG}6(3v3tE>Rtf${i`%h<&h;hU^(Vhr%wcN-{?H}#=Hc@3 zVbT0*n%zfYjqiH+JKB?V=B@VcNE+DPdMS;ASuJS)pW|`j1rrM3Vhdb!zWBmD{hF1F^iwJ8Alk%Za`!O^lxn+A1F=+PCCMyb3-g-O;|u0R>%CI-{tk@BhtUR?WlwLR^0CM*W#!)&jBV@p#%aTq_!1%x~BsEbBvqm%m&fUNxeD>%+F^ zf1*x~j~cZ@(b}Dwf3iPUo001pMRv<4#Y^kRPo9o%EdP|Ag=_U4qc`qGxP?15UIeqx zk>Bu0=P>9SdA4fAr|aP`rIUOHST(wLmUuu`XtLH!Lp_u0j?dPgt4CP1xJSsYBOhT| zj#@&w3748ju~nbsFU+UE5=NaOX83Wg+__$1i5?C+3-iL@-^`+TN{^Y5dAL|ogSmVy+bomvonOwFL_Q;Hn z@vhc%4(o8-4nE!rI3`|JfS0Xn!w<3c>f`gHXXul`9&Y%v)_?3MPQFcy?8HRcjWv*o z8!vrS?C|}RkbjR}rsLbIwQe6~HA%K_lS0LvNnv@WzE)=?g}j}SaOCX>USYmqh2Ev` zDekpMDEv1JTcZbro~C`ZiEVVLi{|H0%iZI}Ej+Ew!r?L*bG?Zb%G?Za60 zgeCn`^cmz6c61K^ft%J$#~*14UDO-Nk2$g4`k}!`;?zmfCdP^Dtc6XnxL0R5d)S=l z*vsYh%Y$ggMkYH(TzB{s=VxpGyI6m~RO>ij-h_2q&i)Q(hj&}2kv~(z$^`la{dGhk zK2{3H>hd>Q;adF2SlE^DnCru5oc#~i{04i+HQq$0pVh=ZKR`Q!FPWFy>n-3xZ@lO+ zuNj1&d2QPv@M9o;HkG!oeq?5xeC#UNm+Tm4!>Yz`ji#5+?l1|M1qqEqyL*9rq5dc0S*cPq|B6rvV?c>221_ z9C3!9^^wHk8(&$=wIW!d3YrzWhb^4JAAVT@T|L$~(~8?H8U z@H#V|{fx%`a(>f;^g5dS_vWy^QCl0`JT)&Iexg^%`7@U$sDGBe%8i%E>Dp-4^cp;? zMBc=-9P=%+)hmWD$js_`ExU*O%e$MUY?jfT`s_E=U;Hz8b&DL=U-X_>sAl~p{%kWf z>lN~S#XuX#*&8b+UFjaJwoccyw}$U!?{U=4*4#F0a{Ary>Ma^H3~ST6V>o6{RXh+~ z?{pmdYJYwGIccbAbdzx}=no&&e24Q9kQCBV&FVQPs!JuA`I@9>L6W>&7$vX$SpTH3&b*%b z3)Cp;9T@ckXUT2f#uwbvOYgqP?Zedf#Rred!RkUUdrU7czUYRV@b<&eHAicQQ48_@ zlQGV#Ks@JkSh9q@9Lh$XnHt)hCO7^kSac~|()(+?{|y;|&s%H9>+>fk(=GHdoK&8o zr%OsW`Jq_CXX=3DsIEH)Rwc5jSJU>{n8}_p`ff>;gGpyTqJYt`zfj-J6|D zC&O)aJ&WTsv(K-=XJ}g+%kU<4V=;Xr^CLWGeyva15+5$aho@Ju%^nlC@V67iBVkAG zqcFt($Ctyv2XThQUc&~p>uw)hO&@9Fp048e^p*qko9}}2&1Uaw7T8Pkd_VE}1=C^H z1bz?-um?cO(QsL#Von?2+BmCosXYo$M3j=h^T0!JwpD~3<=yVm+Q zgXwnbrsA@d*3CxWDNkIIFBzH5-|?vX2EC4saO_$!yZ87#pNb)RWFMf7{R1|o;qBJc z3N~@=JosgwE);u=&S2||d)4_4-}iHseAps7#r#!XPYYXGLAMZ(*m0Bi0~{>k3ry_g zCqJQ1S3W8&@(_PKYAd3CU_0D*kndUOySHj?J*=XiKY%aa$_81t$(eAA2AXxQwZT`2 zSSQV!xUbEujf*^=U`=#XuL`^Bx%bQQuzfS()$865vz8uF4|172t&!r0@1}*uAF^HN z@xO1T@w-N4?tN#rDaLs~7}_6+Tw(~s}>p5f?YazpuwyI#@fRfz&Cut5A|(mWuDx->I(J7T6L-Uy(hci$Lfprn@gzfq5fs^Q^b*%-;)+LK2BS- zc4yRO@B8wFto3cKVe`A?f%6;cU1!GVV`8!HYbL*Y#^Da3&V%y8@%;fb*CYS3&Q{2A zi_qb%v14)Kh*!`l@Y+N?0%Nej|(=v;b%S2QKBiZp3p24aFk{%5!~A?B+gs4j#pSr`WG4 zAx&@Ps-7uf#q1RQ6wKrJmHtJS*hPm}`-XlxG_eA?{E;+zzFf0dxf{E)Q}hu@(ci

8#oQ@AV!1_JH_HMr`Ri8b+#aH%0s`~M+*6ZEy>W$jG!q_Z({Vm!NPIRIZ{kyrf z`#+pTKJ<}3FybQjX1MG43LY>ScEovYJR5T--_4#IM~BLr!`?*yPQ+*6(QNU6m`7@+H3qCd~g18 zeDGJkY-cf1d2HKgU}gB$w9$MuK4LVNcI#4F!-sstU(_zqn~z^YbKnmg!xib&@~6?mHZ;erw&5n?0S(e|xN{wIK7W?KyzvPbj`Izs zSyWu&nygi?<$A1)xGrD2N7lm$Tq+kvrJsjG*P}-rm7~Lc6`6Oim2GP6?|px;iFNSy zGuWo4@}=9Qh9+>UxWD%o;aV^&<5kD_BsHu$3IFH|jc&jXo|Lckl^PK|Kl5RAZXe*= zY*WP@V%6{Bt*6s0yYuZQ(+NMpn;WNx83i=t2hwS}dIr*Ds-DKNj*DH47F$sN&|tin z!l~+%^k+Qz0iS9pzH+u+_-}R#jX%x|Gh(`j?T>bMo@$?;%@T_WVa{MZtN4Y@@6OhP zDLb@$P``x>_;F)sTF;mjt?y{UMLp@5a^atWS0BlRZ)b+RnBle*eMdW)3oU1KQhQq0 zI59>&u|}IiIO9l87{1SZFL|lk#+pm`Q;$%5j$X`ap_k%#yVXMPkmE2!f5C_v#|h_m z3w!l>-q^Kkm|CHSLs3Q;1GCa^*Y8bD!?8caP~@l7xQ6o+`70jtAE3`Plp8|NnRLWD z-Nz4li-zM~E;`EQz_e(-Zr|DV3!6RX(JT1QH2WIyeVDcCN^9$m^spQ6j+L7mtyzh^ zO|8p0`~Y#{&I{AbVzWnkIMx9BwS#@J7KRPs>%)Ml`olzPr8~;~9GYgnSTDMi`P0XK zl(SGLIUM^He*IIeAbeXk#{d6TGZ?GC{KIk=*2?ob(LNNmffq1lOeNlPBqg-6ZZhV; zs#yE+7WQo=ZNlf)haEe1<6CX?_WCVFKOY=_Dtv1QufAy?mdoF&q<<~>rG03v7e(fS zjtPg_-UkQE==pNX()gU)Kg8qoklyX}W4_metBIWY9Qm^H{Ez6nbMoVqQ27l!YnU3E zwzuYQw--wBFTTcX_!;9ml)q%J%k?Rn1%vR>R-=ZAnu* zL>s0H4_OUY^$a?o&*6zz>^1)EoX7o~=6`+``nmZbKG6#Q-^Jf8alX~=;WC`e<8Y48 zgJmcB)#iRT!qwXS;?c`G!6jmr<8sIFmWl8UC)-6on_Vm>M~~Y|hpU2DEphcIrW9n; z6bk)*qnwF(I67@>?Ou5tG4dZ;;uLTzf%cq(cO?v>%hMxfc_eh9bNvMCj`R6Gf>G-o zOMJBq2F_wrm#^d#-vz6#5I6XwV_4UN&kWRTCJLE zH-9O;ej{$iH%z$Py}{Ra(8_X8$OnwYcirouHFANXJ~b_?OiB(j{gOn2&?YCU{t^Bv^JB65U=yZ4KHB+dsq`p`u?ezoinCZG+@4jK`jyH)9 z(z>^q|J8SE_pnrd^=6YonDVmxs0p|hEE(L{oO?5(V`y2szcVMgbxzoLd(QvmlxFnI zl@p&E=APNhoK)J?Yw{b~>Fr)3cGw_K4|+Y4@vD8$^bCz&%?T~ia>7hLW(Mu547b{- zk3+McLWucTd{STeCFgdB>1MUfFgr*5vh50eB;=A#KdJ|5Q8dq0Kd-aQc1e-1--m`J zziz@6@>5*P317qiCGdZd>padqs|UC8)EW%p2jD~v*x#kO{HLqn*nJ-C^b|VAinrOy zhV;|R=>bnzb1P_FYisK^XVB(151>iS+Cc|JKT`kWuAw))6Z_|y;W zLp`|?(b>*B7pcSfmd4&T)qTRxEAgT;amP&SW185^sM>z@E8ez-V#IW;#{{)IOD0)| zc{tT`@bA9%p`AEmr~YtIKh;$qz%Q7%_uls5upSWE9ei%kOD7vXdfk!h%x@e@lap6p z{E~S>-_rcgvCeU>h6DM$#n$?B;-eo}+di|L{T)1sJ$7!zXY|=lG^LO#b@~zGpmR01_YaZlVe#TzijvqF% zC;RfpU{(UXZCVO0@w;3!eos_KD1u$NH2E_ATb+mHM970Ez_oHcsf__& zj1MyGA49nu_Tyjl3QaH6TV_vQC>oI;a(>MV)dS3+SSn}h{oGK# zv!^<^oG`j)j=JR@{J(5ku~~>)g8301pJmb5v-C&im!4r>btiqA_2+6kG&Af!>RiW} z(fg{I8Vk)ZE2ClUQtPh&#uPbseQU%|@Yp=OHNAl~Jk~nBSuUJwoX%(4(aXN_*npqJ zy#!Cz(-T{<>too{xj6pywHnLdt!kje1UH^9*L1x2#zS&X=>$#KgC;$#JF)I)Zr85A z*^3%FN)TI;r#YpBZ^^HygAX*Dk``7)_uvogQ#sDFgHN}G9oxjO+S8t&U|!EbICaeY z*82F3`ozUmwR5}<_3&D2DTU43=zDDHX5Wm*2Ug=V_Rg+O_RVFu#fenCI@G1!sE6ud z|HpNX!;_78QbH7mmYczt2A59gEL#8W1JRjh?X5$&^?*JRdQ~*r0mlyLAqcw~>DRpJYIyYk{r^9HZ$<-|?fmTh zR)6DL&avV#=UQUlobLL3T=c zZ}1yeyfLym(1WeaF2GZas{H^me?veUDCNe89X|c()F|Rb1}>cR3g5 zIc0lli1`lY$2hR}?91N?{yp;OTp?#5Eg_6Ah{7y1=4MY*^$bc5FDjx}7%3 z?j*Z^v5#6aPtXJw;N^>57Z|n@eyw;b1)oU~GlgS+u~!$;hWnnw_ZK(A)lP&p~9Su?5%s>6OLnw}=8{bdUdLI{sSy}C_2)psa6&vg`T1)AC zaYMfG78>++afii?t_r)qlq;)WLv#-5hGynUPS&&K-LCuyy0#gB4b4Xz{%j^r+g(mr z?VQy;E$KI=I$NAue<#`0lP^u_5QhxAYV9K}12y`#ok9`S*vaS_)x zdu~dYLpP4>b)6sf9N#F)Roc8`EjQt>u@_Mdc^6-Nh5fZ6;9vZVRW$n1wA^SeQD19s zF^<0$Ce>V}wq=0&Y3pX_8Ej&i7_A)Cg2Q6m*U%7S)JS<>yG`sHO{Miv`dFGc*%^3O z3jfDFZqd`aKg6c-!NzCe+c2q6zI?`M_LkhL%@@D{>#6D~^*{Dn>r1T-oT??Qs`2~w z>Z$g*{ak^IPkC1^jI~&I7H;r^{fDPFUkT&7r-XsI zVwNjmtKNoV|MXk~J}2Ha$@wnHz)y_*<3&i@tu*R?R=8|VCl z>)+ho_Z_NfE8|a?WzCKk!rsa!Va8j&Cmb1@>=-b6C2kax#Rk3Z_Z_MF-@%NowLZ>z zpS^OY{y(l~D|obdzUyHxwsLJ3!|$Wf$CdVHGQ5iQKaX{t__@w|%>X>&Nw@~T20YH^ z-RBAv5XT3j7`I-EM6R&!-7pBa4%|CCJFDc_zv+MS_eU*&VNLOQ z8r9*i<%jjRx6hRma6(-5Exy2u;t&^ld`@q(=GxI>D=OKCUhKklIaRPK8QxYl^}BsA zmX5jI_l>#KUNFdSneRWlxA@96zTXJfV~o7MyHmnMm{$K0Ym(O4=$VwzjYC zE^hdW{!gFjTOQTnr_lTMxIV7IkUX{M8^j22R5vP@e-(aJS3S^>6*AtD>u_lZW&Fd@J+k%2(_>+L z4>PdkW#LN)%==n%M{ZdBLv9$myH_a6$x{p4JFL7R->iDIhM(kxmf7;)7xtoS<+2s( zsKpv%ffFfHtpq;K1g?movqA(o-tUDF8v!eAMd8$O1ID= z&fN6IUBaRf^034Qrx#phZnpfD<1`p+F#jaI=Ii!h&e8Uv4u7VlpWDw%347A4XZK?; zf2NtWxr9xv^9cKV5a;5{9T!_#+K8q*lLq@WKYSe>HdoI4bNJKq;#S|Q!|SAH{CRpS zT0_;BT@j}KM=V*adowMu(Vy(dlVXjB#Jcd{!?fZ!YiNCCs$5We5N@^GihpnCw=I&R zXD=tfu%k=tC0M)7ek;Vos`mSxc902M2YJu3N&MIsQuS+a96TcTd~3rVJ31&u|5G}| z&-5s3b1wg{5?|Z$T5>46Avv_8n*Upt5^QGB~ zH2=m2Y5r<~>eqv9m*7|Mt?`q|Vuo@nzVrGzaO+Yybxl+Qqpv-vcXO#+i+XIbxaG;u zT-z(~NjTGNy#3Ob&vlk_#do%K=C65_=)KIwi9VgL8k_>M7b%yo{_1CD*?7_er}F#9gSdsF=EY;W3&t({ZpVL7(y z#0$5#4}<#e!mxX-JB9CE`wPf zji%Y}|FgHI^nd?nA*UIb5ms<50Rn zk)IF4uSs&t@bz-q!nmJk(6Ffveo;2NHh(7VPPsKV(Wty;(+lcZAVl$n$urHl7sy+?s3}AzwA-zj&ebTn<||*I^T2?=l#)IMp?&3$NJ4!r$BfpRT$6 zLf6`L8{dUp@9BFMq=eD%Yw%5Y75rM{8XSGdeQ=G}+AGI?qJ@5y5{iF!Uw&l|PK8|w z?soxPyuUU_KJp{Y0_U%~#Wh*$8a0y>$bL`9L$kk^w=6$wejyHu8@Ahp7j|X$UzJac zM@I2#%WLvI`q8c~Fh_bh%*xeE=deeqnIt&MG;^~X*T+}jTxQs1 z_HwJS{KMmT&J?qAuFx;peASIlWSdXg!+d2kZ}fSevOR~E-!mM5LyM~QLpHy@?sMt| zOW;*Peu({EJ#@$X5ToX>ubP}vm^N^8&oD59Z)h&zhLX2T90!@!?PxGB8vaPcH+BhX^I`+pk)k{V_MuH z?0g`a%SnUzC)=|Jw;1B_Adc`Ey|Sk|`MYT~L-2U(Yse9{4wfxiNdKH{ow50gX$eL2 z&nBm{VJ%XfgMH+6B{$*~_FGeXuf)1*`=R`Ic-0htD!59$^zTXG;Co4W?<9pf59kSa zpBQD4nbwaa(ah9U-=L0Yh&biwq|i~%iD^^ijmfKMU6vF&t<~>T@0_U@!>j&!+TV|( zJqPE^653qXz84qR-iUsm4j-R@S=M^J>)DAft^L29GYp=x2aeh++lt`<{&Qk)tv|Bo zRy?pJ4Dk9naAozr_HZ5s)?xGirrrJJ@6+uqd~>DyH05m9q#aDdlPW623Vy)pzTn@v zHu>?6^E00JKL6JDUnov7*MKlxMq)(o6xlGp-1(eN<* z>dC(4)4auSa=*pDR??YI(w5|wrZwdk(iqY%#=G{(Luc!vb(R~iu1!jGUieT& z70ktxnzLsEj#wjlxs|T+UDmPVU%6)Rd@&3g(-h9b>$cMM~6Hh=PjMT zF?*itfe$u1rDNE^e;L2TcWPih`8fV9A9>?HuM7jqt_(Goo158KKdcXNkZWrDv-UMB zZPfwsL9@ON73+=smb?M;Cz?$&?+ecw8PxLaHXB-By>01PX2WFZ^^N;9&emg7oNyGa z{o9-{b%N(|9>7u3EgaCce+!i`ULa4<&P#0H&=29|J7W{ zq3Vgoo!!N38$BELUuAB*8t6apNLtMFhm%9*WSY%Fak+Q-KXjUyBgt|J+lQj7+J|I5 z&7@D%f*(^WnGBtU4Z!{OO;5JytFWi4WUH%B4riv~4fxqt&&G&4I z*G=K)&HNe1=08PaIBl2M7yX>u#dvsg`sW~PkIkPpgZ{aS&AY@NJ_nxN5%qiQzjknA zzkWBD(9ijEZKfuNg{}E@@+L;f|H_J$*QNJET7#r8p{}2o>1EmnM*S8E6Mr$c)y#|J zhUSW$FGnm+&T40UB1XV2IT&-_P6~T)v)CrCXIC|i)A)zg$$BCthi34ra8q(9PQkMt zRX1e4&&jo)ud_dJo^5bx#zppwJ+RW6Z$8St@V#Qh9|x4-H7~=MMeyz}_v9hZxi7I% z&i1h1>2JlbcggF1K93KrhBZHVz_`}@`yp4d`*=^R{a5H3R1R_-ZV*#oo2FjLJ~e?` zzd7GO&1vJ;E|Vv61lH~`Gi~a7eySxOOs88+r)zeaT(>sf-wE#C?ih3682rj!V2@9L zZGO*hfLmSVd*#8)d)c`kJ$}O-8`a{(c>3ISHg5U{aO+#~fF8B^WsAyi@Au@*?~!L( z4R6@7mU3r0@)_$KrOnf~s$f%FIa|^E`NQ||5vRc_IrV8xx^ zVtd?n^DbT2c2ObD^{w?SHraS!S{VLJGM`YVY)a@Pw?yx#>Z?Mt&h~dVb7#6md!(z!X=xVrIWR!Xt>u69p8BUcn8kWx zrDulXwPvaonFXzv-*7cL$M%IV@Hz7$)ak^%-6QOosppKj5=Sq{HIpqjr04?=awEeY0Md*IDKgImfc$#Bny z@%h=$0l4)^7_%EMs_dW!fejlY8=XGdpJV!e`Fqyr!fV--C#+lX#+_{I zwyX67yi1MV%i@y1!l^5x_+;I?zfpa93H_|76n}n?Zc`-Q!pB>;o}IHE4&f9t@P*Bl zdS6w^!}@{EX9F|&x+~wpp$6O6IOKZ%*wT;b=%Q=-g-^yy&b}PI%3+IA4vETR} zZ230Nt^W=-;XJ!9;IlSo>rbVL;cKPvrSM#_$Oh~_-nKoenO*D{5znW=pW%*spVz~$ zhIg{E@!wyd7cuK-WH9yg@fmFB_N zYv8YI6$jgwJO#7fg1uXl&0+TWNzNG`D~WP*kJk6L4>7*in6I1{f2xuDP>pL1Xj<#v zM|HY&9=qD$$b;B9YhvAAdvz>c&8|gu%bkT!kqL6p8taj7yTB-mGGG+;%9mI`?>tf=V|J2aPfCO2Y1QMrmNGr8-C44eTMIsV!eI{ zSKxU=_H8lFJJ>y_Sb}Tfk@b4GW&?bWk+918UkJCBy+$js&IWxcK5UI0g>5rWgHerW z5;*2S_A-LIch2NjUc-KlkzeEZ%a=yECl2;A9oAZ&*bVo;QM`vPc|vS8?suB&72*;1 z!&3Pli=1;bUYv$|4p_v#|AHTOk+&^}ZH$_z)(5T-&zI{yQ-1cTdZC>(1MV?%ORh98 znLjwd?6c{5crLuzj4wUY$2QZ8_^z&@!MX6Nv|DH{9=Gq$%&_^(?ja#7ut)mqy<^7B zj+}6EWsdpNJ;HT&sc{gY)cb1yXH|g>EG@Ryr_Rj9!jQ|?X6|- z=lat6#E0h8(?6CT9L@9I(j7MvV=RJY6a25`?c$BEis|vXG!|$ylcaPql zJd#dzBYj{FZtxyHawiVGnm*M@zW8!}QxW`xRoP3~!5ihZXTqy28r&oHxjl2>RD25_ z?6R*8mM80h37Z2IxmKEWVF~G`;3a?^bV}s~$)n)7f!)K{Stqk{=Vz zOEOcee#BgrNEoSyS9vG(*}c_Y4~>N4iRy%2GUIv^touvv2=zjxg>v@GlR|b3-|#}$ z@h^G#?^*dx_2AlCo4tfPySCF_fe zevbi*lEdtOix1#NW8qK153mN7<=At(@Shg;UlBYj#F_Ta zH5(g-rs37)qxH+kf=`#ZE)9K#`=0v^eNOE_9GpAi^*4q^Oezxzk#dooP_rk1LKKzF6d_#KOIBR0c z-|}gih>_8@)@{_|?m~Q=@3t+{G1P0<(d=ybel+NknH}|Zz@fT`->6Ak$zNQtoAy~r zuYcYDXkWWpcMNNA^?HAH2u)tok67M)>>>M~P0XbcjogXfEun|b@{@niVqZ!aH&cCB zPgvR&C*sfceOqr2_hMW-_uxF&j;&q||7-Gmr!ng3XPQy4*mrx=-+bQ!n7nPDwZ*;+ zf?b18;cw&eTVQlt248R>duff1!{3r|tk&P~9nVNL<4v7MRL2ru?f4>Hez%$(+WR=# z?LhiUt2b(EFm`pLW4Rs+;nnecIUv4k=L>Pnd14Wr^(?r;44thsEWP~Zk5ccPN^gI& zb0`)gOi+tA%lz1;ck!=Y&j?!wnO|>iY0j>0@>{!yl()@b-Xym`UQ|V54>1b3LUWq^ z8?6dAS|s;#qPg?MW~5d$&NHv47d=EztmpJX-qt&u*q;yA`h>$L@v*)t5Dl_OT16KeDa93~H|?#tQX@Wtk~-WW5Bg_D$T6p&pox6U)2vVR!;3DY#i)g;&nIdQzshRx zgvs<|>v|atc}{(pb&q>>hU?Fc?CMN!#Gmu={kYfM?_c;{7wHMqg^$iZKQM+i@DROw zI{Psi2m2n*ed&I_!RLoX)7#4{_%A$xbuFgCp#9eHyVe$NypsK0_O6;8ep@u3VHNuo zv%vd5W2^oterBER$Hk8x$ITB}TX)DEh@mfhVsC$eJ2hn+hw+ojt*6d(D)GBI_Sx!= zcnWE&m?Q<@&v8v>WgyCo7>MQ8F<{X5Y-5Lk7a+0{!E!|Znw zL%X$!<{tZ7&xmQi>(TtrNXQBB?k>3X3_M$Bu4{e0>qn|5QfJiS^(6V0{72U{h3-{# zDm=kk8dr!rZi5*xv;-!#dOJCs2yllFx$hJ@5MQh>Y^uZqs}k^7zQ_9Z zzE3O+YXgHW$9KdocjmG!^s~KUmgUdGmJc2KZ+OJNZ~Os_x!HA~vBkB5+2`XTa?5tA z(WKoJ*rOGb#a`^&mUZ;ppF!LFNsjVY>hj;@GtzQKJnHW&)w#;=OKadkci6VZYvo-w zrYEeqNG==yY9asc_}6j^`G4#05Qn**7TQE@=wddv7hWF2-qjHYhduko!KgMc>#*-( z9rgV!IUKHA%UzqYAA9lEgvtItx7G(vriHfIgp2K9TfP%xX3qzlp!+uQJul;j!|BqY z)+%4K*-O^C^PtZ%vYc9x@x1+wfd9Sea@mxKSdWDAf(yJcP zC#Ij=&=<_lxg@ez+5GKUSp)mJrR-#;YJ)2j3+bz_Tch#>Nt{%_O7t#F0 zK3&Bm&CeZc9`qaZEdEVh{ap4x5DBC0wIk|^S8vm=SuO?BW`>#l6i2=|ZHoc@8=-3PC3#g$gDXTR}_vS?83)mGZ_T()lX zM0oYSH8jFZG5q2LA7+p}d-PFx@VLrU{3KzuJ(_7R9i>6R;D$I)gJ+UL+l%eZ6_GHu zhu#l|^$f(J>ONzJ&pmKTuhTYHoBNubs4mKUo>()c^$pA)oETbMr#I?2n58#YJ+E)^ zcB1?Wy#~+IL(s8`r$j>b53VC0bI0{?steqwch&#OY%`iz+7R69TX^7_PQYP@z?~*n zoB!(f^_A)*--H{-_^ABHCGDL1cR0^#&sD%!|Ihvp4*a268|#zg33=Vixba)`vyWhi z_bvayXVk&N;v8RWv)&~54NrFFyN}`ut-PnH<4t_S`_-F|Erw6`C+Rco_m)YaSWWr9 zKlCSyaUA;H7QZ+3d%HF`*A+=H(PvL|E>*t6=e{GouH+oY?F4^a|HBW|_RFXbE2A?& zM)t!?Xm1&<*_sjV`5gGLnt${UJ`nr1;ad3dg!OSjn*2Y$5YFB1Z?iDzog~y8e5lGg9<^HUZa!a>SFP9!+u`nE+%dVzER!v4$nUWI0y7CZ zv5f=iB5@I&$6Phl3!oAM((JLx#*+7o=ks^0uSdt=m-;)d`#niHRF zZ$#SRR=xDpx(kLrEq`SrAB8qs!Uw7UuzHiv_4n%}hRW}laSX@0$@isS9aG0NUvBo+ z#AyAtyjV4pm05b_*SpGWZ1WnDYI}9={fb{`=J(>f487ShLX&@Y4OJO($X92EjZMVp zriHNR!)&oC@jra3nA!1KIQcdV}9rx zwjS%NzlV8Wm-G!Qx8$og()0aFJsUFh#F}AVbX>2n>hfNp^uyfHxY$1}|r?iMD>7cJh{H7xzUtC<-3;rwitj(OiZ>57~TxMt`1qy-ZrlUF-|& zI{qzP2;Yg#$E~f&!YOosg*ezoJ|n+zgV_7NR=5~Hr@?ghnN8aHk^2m5+F8q0Z1C3q z;%^tjDK@G3g|>l|Qm*&c;Dome>K2)FPu{`_&$4%~b$^%J&v-{) z@wB*`t&>tV=PkU3u2sZO-1``PK)(IBw_(dC^n}}SFgVs!ZPLCmaA}~tDgI$O4LXI7 zSdqu)y8%AEqK-v>vC4YljHmcp?&U66b)=*pjzzc2#oMZ_G@Hj z{8#&Iygf#bY1~A->}odl-|CD{aS!pW<+#gKc4zDN$@E3smv6uSLAoRx)$$uT5r4XO z&8*9g@;C>vskl&1I{vc__hEZ;@$6_^f9#p!Nc@ypFee!oT0ko}admrj`QkG4rlsHU zZ6@+zJnFqjJMnihTRpb7&-w<}d)?<-SIsukU6wj_eg4sO{;gQvPbc4D z9t+2tPdz;$w3!FDDiW-V1ikLy*x89;LQ|BJ4Ns4lFGcVA z!+ecC`g+;>`_85Zb%qz0!i^MI6yViCeRE#tSJLl`#T~1Bhqwq|eJ9M&A8ah%JL?0Ga-KWJrr>dd^v2)+9n3uu2@B40yykK)aG|s->1A+jG2GhhyY7D+UY~BJ&}m-d z^H-k>gO1Mk+N4m#@16D%Jl*f}FQ<{+##ej~uWKmhA5T8Cou2h88*&;g@=|_be?0pp zIKrN7nodi4nT^{ou1h;;ET+>!9If$Jc*cujHmm77XTq*+Vtw@Jt^B32KhdS-C`_sk zyI%Kv1x~fp-;eMk^SnzI}rW{i{vwwQ+UGptsNF?^=)x`Q^- z6<2&-@1wKzbJG9j2+gkXKr^d8lsgKq8kgf&x%8`UW+Knm2TSk5t#{~GuOCZuJ@6{8 z>?-G}n>o1M?7K|-wEO?{zZ%vdgyO5!3tp!$!znpopqjt(WPKQ3?-{1(5gOB1FHt$` z1D=FE>w5FG`h){L`l&_lCoi)=AESb>ZAQOPHnv}g+tf#GXnq(fA8XTgeH$j4KQSxX z%RN_3Z_iM56JM}0N1RU`^hG`NT$10VC-d+>%)e-qr7oen9>N!)+pFJfbY&p&B8IP1R6GKTdth&>ThYg8ro;`8DeIN#Q;#78Xm_7-3 zz=^+--!+SmR>V>bMd@^Yaq)k4*^k+b4u}JrZb- z38C@B31QkBW>uS~xD@Z2*w%IAOHQM64Y?u`Mtp#Sc^sLZ7>3iqCT>fVBMQ4<=a@xs zEXre-+xzoi+l>+Z(js9K|GX3iwZLW4@wDPz9up&>dKCL{Pb3_gL34Y8zCQ;>;Xb7! z{eLQM2+{N6_ogoAKO zK5oW(Sa=J~A=a_?i>*Fst%~~{$GwmAmwyrKvp?;)Dsx1Vp=h+nuGE)TebUP8w>bb}b= zeeC#C@T*dsik21mnFicS{~20d9G`H~7k$V$zIioz5$ZX*XCr=P4&j_{GQ!AH=-2P)CDSrf@15>pNPe{Mm0Fmc zd@!?9JDSOy-%#JHsvcpwJ~A-}bJV@{6w}Vtf45iIM8BGPATON!B0ua+?Hk5E-7hrn zQXuc8AXHZtnB&(kEbh=ZY?>oRcrrf}U6ij!AC5IeZO(saUvuGJxt!7Cw06f|Q6op9 zHGG_zZEl#n(S2EAOQ)=GbYb^!Fh|b@{UeTvSx&9eZ~m&xP+#7~A~~eT?^UyXI78m7 zKBV?rUWwVH_G{Yve4sz@h=1{ozNRa8wg;})<1;oQ=E4WyLliB90iU^_r^(r(yG(&w z)8Whs7;+4EKK`wlgRQIq{HfBt91FXK_*n>tmi$dGx<{{=_i+iBx3Mk_{|WO>`6zq8 zUzE>04*d=^2ylt$<5yu&PDjaI<^(l^-#ny=k~%=*tElJk1QJ9K3d%o zkNUUslPh4b^E}iaukzl_cvg{PSAJFNFyHlOF7;dR-4@jCZq(`LV)FJ8d5CDY-n z{$_vh=OuV_0B8GOSsW*dB zczyXkoN2MOc_ZzBZ7lr+PkfV&ivyl9i`XKOsnNsn`yW;5767^@k>|Wk>XD?8q?kB zYFlRMTMDmswUY}Z|6Ne~rO79gW1S#>c8s1UE#B5M>>NFuip2=OHX}1% z{kJ}&+w?uJe+i8}TmHhKuAy;3H}fL8g;k~9!;!PI%o)z2RqK(kp4NW5o_*1}z8iX& z(WORteNNauzh{^lpQ{IBudx20dcf!PYX2iYw9e@l*1z8`3@9uJY1#e7y9&av75!-N zeM9EpzHrOTdbK$P7xxZ}`s$CoNuMl!<){k1Mo;sYAolokkB~D@uZ9cxpslmR@Qe`p zI*+AyWQCPKsei69TlGHmgss%-;94!;>lVuYAva%M))Bp(XEewN8_qJH^c*@(+k~(_ zC&3!THBL#Wrg<<==3I+ivw{2DWwKjy16qEFyj17JxMBWBdYi>$}ync`E{=4M#Z zdLf%y$zC1CgZTTgAK}*S^SV=M_H6v(laX+c-ja3+&ExE((5%M3VxMRQh(5Do}*%{qK5UTiNuESwUrw_ki%JP1Br6CXD9 zjt?`t#lzqDkeeSLY6iouyW{n!h!0aDAA zLdp*K55E@RU`0Q$2e7OD<1lF&-w}6Ny%{bz*YvrGVbBOOH3lT=ogjY#ZuC79ZqdY! z+)V$+&q`ojsq>y@4%*HS&5wm`m2|gQ_owWLG?b(^z=#jW` z1P(U%%XK*o?p+ASE^;p}hllX4aedhM1HbnD#L%QT>bIKhL7Ur>mZ2Ft-KruB$B zS1wBpoz*`~>@SCSE4@ohdS7SzpLV(lUu#P9Y%)i#%OF@qbLe!MJcKW;SMj6iBj^lW zJlNpPrOub_Y)kuVVI57VN($qwwKRNdYh(IH2ljOc%$*~?OpDn41>EvIrm@dM>8r=- z@QudFZ<{5517ews>4gvv{uvtCJ5OKDXcXZ`b%W3b|Jyd+47sBE0_FYz(HeQYMS6N}nTY40q%%)5B2+Kdg zua5ULPdhh^8`CQsygg66M2O4u;96Vq2kK|{jU1c2KtBMG5o^2`i0h4_EQJm zH>~cQA5PxiJM0_Vjn5YhV!pGgi{x0TXjLQs%&8Duos+*WB?fnD!ukx_!%#RN%pN|g<-ig9qt5e1ZLCwHnGY8pv{Xv>v~zBfVnFq@Ay!xM0X78`JlHTDIaX6SbN#=gsQ{!721HGRx~ z`-{K#Z$D=xgjJO|(E-1|KsUdLe!e_D%!Ntiaq(uZ#EXx`t2>ViD}ImDUm;E`FOIE@ zqm{&kg1YhHSo8SMH!WTtjrcHjqSrqgFBjW;K8`ovDL!o36(5H0i4TqVm2>iOu8|3$ zycfUmX4m%5gfQHB9r_0>NXJ+3mR;AtCeO8UoyUBS@0|lzZ%PcCVAT?Of9y%z&HpFC zkCdLUkj+RE4aM%>`PI2`ONiSnr?FtiT;^)$zU@h2~bt53tazv&0K*_1of?1d8ZdRa@ji(1m6f z!-M3U+{QG4Z|)vAO01W?)?8{p630y7N23wC-~VBcKBR#1pR91z%HTf z7hS@V@fq^g>DC`*n&m`iFYX@3se>6353d&Lf}y8PD?v@8}hZ zYxHSvlOGOr%MZJ56$AWtzp#9HK^TQ!ZA~nseHVl}w5%pi_oKDc*HA3juhG%;+jFLpMPXJ9`i9I{}zlgh?<2J+ix#wLV%tzcC= z47rjn1xuFwic|d&7e>7ohoi)?{c$1hxj403aq=+Z^s9>tZ6Au`H^qf@o~u(1v)+#j z1HO(63;&7>#clYFAwHDiV~1{z4=rzt*Iyt$)c3Rb2k{~O>-aEoV|-ZtT|CV_K`(PW z_D+5zO@HTqoZsK{`fWJv#soc6*oj-{{rt*F577MkB!mfG+jybJ`_A_ZybYeMhP|!e z$cTFKD-Pmt_}iEm*mACGd$H#|_S4e#HG?zk%ry6;av2Q7(Fvh4TyfivW4bcAbgva|DB`d@mU^IO-}y_w{H`w~NL9-H$Z{CkqE;A0j&T$?Xj zpBA?t-x`8l?qfUnTH zCsc^*#EB_B2V((0DHgjWVr~L>Z`t?X^ZVFJWGB{6w|K3S?2S#V3|sk zu!yE!MH?@NE3uBb>sDG+lDvzyFcQ~q`;9m%ePekx4s{{luZ`cWoeXh~@@w#WI@}66 zL>=c{LZ3*%wc>skw}o+A@%t9z#6e5>lJGX}M{z{{WpWa3D0X-NW~I@y>b^na`dqH= z(e`1j7*rX*aEBPffg-tIPpjXdVV&d;PPo6y~CqV9V6WYP2C)t@13(TgGD<($y!g`Q&S@!aUs->|83|F9=g7%E2ew+9PCn@$CxKo`I|rI8ylSg=!|UC{p+L`iBr_~~ zvs*j4|AuA$+fjIen{T&TM_PW^OTn0hoWwD{FN+!v>oHr^cL_^{u8*?YHjyCOam zCfH~Eo2(3ZN`Lc@aEXe>*7jI77p9e+k{D*%M>Fh+sr;3Nf7n0Yz&rb5?!V+K;W?8= z!6y4D9dC<;DWfB7`;}}vo>0iHH@=-d?ftQjc-|uxK1TOgm3D3k zNt_w1abcosw-g^+emE}FxQ6wQz`Yn;>q?(9CO(wh5+Abfj}Kd);5WjpmJJd@`tf)( zY2Z;q`4Zh>*f7`DHC+Nf2RYw4bh6DK;l0g#hfIF@a9q%R*!eJC_$-`zk$+hRlV;HR z9~UQh1uuJx-zmOX{!W6p1mAQ4pL7LIcMEP5D_1Pa+wibMMexgY-O(Gix!!%@*XDAZ z3NPC`7@px%kyl~poZ8Q*76+|q00Rs8neu0Mog%;CLONPJOv1UN@x*D@*2V%VAEVvB zNH>^^cirtlKdWN9j+`pTD+U(0ckTFETlTRxIL(j>{?~E%@D^^oN}kEz;yLu~*myo- zb2>JCDHY8p7 z+c_H-5|@dCH^VoGvAj!9fK#~zaOgL@{uH_>4Xz#i?YMY&A>1003agy!kv_N=&Nb$K z@8K_|tQC88?kmm`C%Q_UiKZ3%INz|E{uR}3>F_J*@QwPn57Y0Gi#5-AuBy!^T_v8d zMBe+f9<_OB=}*Ym1HGJWhJR(C9NbYNz(T{Uw?dF_s*Sr z@67%1dFFYZ^PF?q$Bd44$J+Niw{vc+Gy8n)n;qlWb^M>vonndF+q8dn<~Mcue?M#J z)`G~XQy6JC7s`xwHH)(-5_U~2lxdj$Yzcj==jM!Z*^`RM>DWDvckXVUcz5|}d4|9C zkomqgCR}l?UexYU(ylUQen1b_GQ-b|hCL&?#oYOJP;BA17uun^xk!JI-C@g5`B$s{ zRv7&|$x|%nVd-6*@JNAvC%=zb&Gm7tf#-Iy=Ya2C$LyOsJH=&7^Ysnb3+)=Md7EqR z0UeZoa{N9!j{Yv&3{%_zpQz##i%Xl~@BAG)X9CW!EY&RbC7P)LH;ewRr-?l4T@Se~ zMm3Lyx8Y%ULTB7&KD-#U(BmU%v8VjKF84hdfn|SbZqF62;aWPpw0YEC-(2sZYwL?s zdZ|_&JDzcarf0d1j=J`6kdh1RB)l6(gF}n9;aNvq7iYL0VAW)Q|3?m^S9vo%4#25p zxD{W0)cfB1176dee%D-_hkl#WyqP_c_z}FxJ3m|PJu43VBP&+z$g(p&%WUkdsJksI zTDsk^Gb?6&logBL%!)l5vSRO7Sy8Q8cJyzQ9joEkMCT}Vw{tWZZaoI`rev#qXUD<& zd_6Nej%>ii=*hZg^6Bg2Sv;^R?CSd)*fqOZ)O^+BaIDe8{w~a+A0Ka~pR8Fd>qh5wfI4O$x0y8LnQ#rK z95l%5{@Og2!kwmYYc~D3uO)x0F8s4GZgLKZ%>cttw93bHBea2VogsYhnWLE>_dTbw9h=wO`3EyB=Om@%RipY}P5x zHF-bpOKo!b7wU=^!U~*bD}30{onHyVs(l0}Xs|JbvM6`JfqVH~@8Dh^(s38cyo{3> z;Cc0wR&iYVc=FZ9fYS z9QRLk23&9&T&?GHMV7bvIL%2K;Atds{1M zxeAzXZ|dn~G3~z6SalnIwYem6KP@(sL7stsRoc8L<}Tx3ou@BnP9gqZ7=tHAY(G2n z3KjS}qDN??JXX4y&3dt$+h0HC-cI%~bc(h5i1yu>A0O<^GXL1M)!21-86Hs=etnk} zja|Fb-p|rg<(l;Ufj4Bw_&mG=Z#dK(uHBh!r$Tm2d9PWNmdPpM3^VYp*0{lP*VlUY zdwuL{-#@W|Mxu!tZ^y?z_5AZ)YjCc&qmOH?Nl({@Yi!xj<}u_CG|x=e;e33d3fCS` zzns`S8q9`ihv|~*@Ts?87VS8ojSPAd_|%`q!#irYW|zDSqv)cwaB_fac57ePdmVMY ze`iP93)wOFx$Kxa6+ZX%`@^1oPx$=#S$5Q9#r9uk#oW8I@YAeVe;?c$?{P=3+q2Bl z$>MutMWe-8v1EN#e6Tw!c6S+9$ z`?&1FPqJ|s*m+K~IC56AsCOY8!)upyX%>5UV?_Wo052Md(;D;Mv*Oo0j zw$Gc%7vqO+KXYzde&L)S#mnf;Wv9cklg;dthl2~f@5{JaeR$KIX2j3x{fFknv&z4M zWjlCd{tnc_Z&&5|8$t6GeB-?T12*~hIO5;6r`Pp!?rZtGGRFC@?|i4O_IINr?84i2 zPEfy?>EDB<{LH_}8eZ6Fntn9hm^fPHft~XCSIf}mw4>?sTSWc#H2t;m6ayW%`@2)+ z8NAC=;Cb~qz-y}uCo*xar}3~Ic+J-ib>UXsWc7x?Exvrc1$-y^aZ)utX)k#Lp4iqu z!Y~|W%XhdKe4C~wG#KBW(UAw$R-Nc7_b-u^+W7}PRE^at_B5dWw4O|Cz zx2u7EL)#vcNBfz+g>3_qFtrHI-OlGy)84#9P5VP!izio&SG%`2ZZ(M?zf4|mmwHom zI3?3HqQtz$-{D)&TosA;Wej2If`pz}Ij}V&Wh|<+E6+V!4y)idGFXeu1J^ryRDW%q z73PE|^wUl2}t3U>;>Gk^jRu-ANCo|gC zOom~lb{3S`iB}$T>A_>qS4Pn@-RHZfNQY*CYoo5YY@h*`Pu90(n>t==2yAC+@_sH&(Ta16SRrE zQ!hBw7e}bEN`~_}*Ah>s)jl;m+;6OFd7k^TaE_|?>D|1!x$QX0)7jAyz8*1!V@)#K zez5GAeHu(zofY#3z@rAZ(}`3h4yJfOS<&R;EOXMbczw=6rsIMvwL~1OQ&!A`Yn$)N z(ud-(wtguO7$`P}uWbM_ui_9kENpR_&hx(0sr9c|MP~tsB?RifHa(6JPv3zIK7JA5GMO8lb2tBv3rte)O zBXc^;!t0*E@hWk?vCX)C#g?KYHPV_u+znp>z3gC)UHO_tX_&TRj-M6^6EN zji>P;3V&zr#zSi3i)h%l%?O}pH)NZ?)VHNw9Q5IG*t)~M@t)X$M`chp1XOv{X_7Vz=-?sk6Fg;!(Dv#ipCBg_Ze ztKWI#RGzz8_pQd~$TFF&YFFcuAKJyP9_?kn^bvkzZ|XnIJ)h7q#y84~EnV}Y=YR8K zlsO1>&#jszQxIvdNA!E!4CEE|#J^h@$E)^C@Rw@oQBIy-64iIvk$SgTqBG0nRV(~| ztca20E2Ems=&`@kfaR6Z`cD6a{E$qz4>2j?Vre_2{)KcI|9Po$s4KIus#(_ze+`+>p17?tQgZ1w&5F{@5qXk zuF;dU(E?g%-bOkJcbIcF?`tg%@j5O;6Mg2`xka7rpzDz~+I&Sb{a-jlF22>LSya2- zwFTq)xy}-E@q)$8%-?Ai8}WnPkNN&AKF~jW?+A|3ijPx?8#KnFTGF4F(Sokqnb*@- z-J8Y85j3jnd5-IOp4)QzYT$Z5yEcr%C0o*VEndrtlKDO_+!@+1E0%3Z*^Qfu4<@Ig zd}T_nv(LOa6~nis)LT+9eQhene3FXM-=*Y6ef~?cqOe1j-579fFg-a8ZsA}B*W+OY zxT$kF-}&jW)OmtqjcCiX53*v>TF>>f`)=|5PrT+3Zue=H{}*&UMq$h(Rww@aqqi@F^zZf%wG33-qys|O`nH{Ww7u##ZA^Evg;SAFfh8uQ0tERlC;J`mS>Sk???EyJ_g^U$j2;d{KSMhjuqHeMW#Rhg6_EtM}DtL`a>wL=g1 z`Zi{}kJ0D9RsU=Y+)BoM=+AaT>P1?mZ}N$&+v2)<2xUf-V`0{}=2VzxpSN4iePFw2 zbVz1&bbGU1?3@_aF?MI!o7^=|eIYL<%(j1G8q6Bj$*e&A#bzMS98nN;mK4O^bh(1X zVeU;KjO!Zp;mXWc?WV6`pWyJ4I9RP)?E9`fHu2lDb1S3Hmz8R{-DCfiG~wBmIA2A~ z_)34_?6Rmky;P1y&-4g+(NFZ@j4FxQYJ@d9=%@a7QRJD0HQTVvO5T`e@e^xW!73!LkLL)#Y%A)G^wub~8KR`C_f)pIm#JEBX1Z zyA4h8g>>93XiRvv1P%FT)tKJGFLu=M zy@fF5!K^rTTb8{&_)lS0R9*&i-c7}@`%*EqA{BL0DVeuaTy|$lJ~gEt=3G4BT-=e0 zO;b~Ln5JY2Q}{_L8h!27=kI%VR+QI=QE;s1H>sGsGbK;&z{^(pIVXn0_`Cf~=V)A? zEY}P#>{@)R)azheBm6G)yDYuru0D47wODeNTh_((M1aZQ~{|YB$W^$_G3I56@{X6Nq!siYNQi@qdI< zys<-1!@cKuWias2t9ThKo8cIS59h9S`#D@YjHpxxMS|l!lF2)f~{NR3)K+%U3n@CyXa>6P%S5K zIvxfKtNMzjPRZpj9`_WR6>{!kW6UUZ7N_T!(jGsxc0adxN9xU@qot!5|vv$;`oOhgC5U8O+k3%}f7-+<<&$i!%#i={);WyF|2-;hZ^Ef8SSTAa~_E%`K+4 zVa}5!_BNW?u(VueydplhtTN{Pgl9GDZmz5>!$%eN2bag3m&&5y#?okfy4==1-D2ji zy2Yxe%q2}PF}u3h9J8Vr+|&+=KJxUR7W(%xANg8yw;qo;3^!-*?Go#TcZmT9@T(%T z1Y35B*{|itYW+Cl$K=Jy_w7)<1#fU&j(Ip0tslgr`ls}@rOb_RomO|fevuiY_h;HQ z3BRsP#qm<#yVvs{O4)S}<5s22wS{5z=*7NSvF-QpYbMU{6z+mgWWSPSM|BHoUbK>}r2LZb(PYsDw}b`C;_qz~R}k#ko7~>-mEm_h(0u&s^|l zkNezJo`25@e-Cn;Gp}9ddvo|<1M$y=IBVS>VSHy^*6;aKFs8<1I2WJ3yd&&78-JzE zx7Fm)!>JbZ_5MG~o6(_L*5RXpR#z*UW8vfNtZ5W1~_%Dt5vEzjIQGZ^KhxL`isN{pK`JP_= z7p&p&_k}Nq=i_c~s&oDqU#o_H<;YD0KdLSN3BHYkZ%qd9ruh9k;oHXlc)u0i14a!$ zN511s_(TKeQ#Hdn_0=^y=>xih5C2!QwEm?>_IvXx z)Cw1x5pisy9-Z|(t<%l-t~6u(MVWp1{Px4`%Y4tgOFKFSndjcTnk<8zF7wLFvtM;h zG@O(Z!;^fg>Gr19X)iz2K02G(x8uItXfms#**JD3>th)uZ#iwT8sT&KaiF+UY%#n2 z@aOtnI&_H{Z+3~nxdmo`^1WY@9i*sAuO#^M}nH ztdi6kok8bZ!2`>py=cu3Zajr!&F5s9^Ms3SrH4Mxiq=Q6 zVnWUA$i0}a(>&WOCHQp{&&P4#w>S}PGy}&-75W}rYyQvdSi$$N{#VyxcmDq<-nHwv z+J)+Ub#RR1aI&H6vIz|Pkq_0t^}Wes3AMf*@b+zZyet)qpGZZ{qj2}`lzuU|^KoVz zU6~nAEXa&~YcuUE&5YxpWJdM9uzC-y-kvGvpBbHNdj5s@rgJr=!0URz`Ws+X_f+(3 z>wGjz#R(j3wy%f#8!-DRdU8q1{v%v$ek#_@NJae-UNbrsJ8#C(2Bu=~BhLGVl-Y~$ zw5jvbhL_md?@ME@cfLMY@Au~w4uiRi&US9j#jVbSKd0eNj-=1KuOlO2a=bn|Mp$bMhrP_*@=+u;%{snJ&sf>!K@UoEdeAHuYr z|AkA>z^NN$Vt3gWTE^51S0bp24?xWwl>~Pfz-}5BeQ=Ys3GJufenZ>HPZ}42RCO zajI*~dLJg|x=7aHo2q$P{HteW_K%y_s}FMW2J;5Z=AAsvehf9j9uL}`VaM#4da!DY z{=qBlGkdaKtZ3Wb->43;>;-v-D{{@2G5`EW^RGU{vGlX-{tu2K=e}>UJkyCzW)9k| z+}HlWNw`h_LVHaMqy8{+6P6W5qJB{n+*%Y{w#iHB&uQG)9IIzaV%$=D=f5w*Vas8h zJXWj9Sa(MEnEooi-D9<9l&KY&ku{_=`mO9{zI?Y>`(TM0c1g_oyjZ5ZSSGAkucF%SWyaPyp7Vrj{9j)8OJ)>a zm5Kp_aIeQ;mg}?nEAZfrRJ2^}>yKTp_{a6%;bK2aVX7u53P3_9eX`~R0KzGsxg=1O|YqG9DE*>8M}LCnzNi4 zd6Qt3&$(k}W~_cJlh^FCFN9sM!K`=THqO}qer@pCXaAfTt-i~YgUGZS4(5HBNn51k zo$${>M|sK~(v*B-Dh^(aTh&XM=?^!LW=8$f;Z+A1PkSDE&iQ*6=F#S3{mu!#;s}1? z-g}&{neH#)?=N#cUV>e`w?_2s>=&G)w|&n!S?}B>@UivI%Vg(s@O0mM6b3$-6*U|2 z?)$*1XKBT1Y8?e|Xd3P$>#>h7HAfAw)%7^f)p!t0*+2{SfJNmnsem823Rdm!scu0} zHsb4#dz9Dz0vuX%>OJ=3V}ohPH85@|y;=CK*DqDWoTt_~!_RQk{M#x2tmr(o5ZrD< z1$+z{i+ov(Dx8CrYp#P~cfv22wG7`H44VeF#H--S{4a394X|!K&h|D;+wQqIT2&5z z8qBG}v?g=t$!S;E4Gh!n(dYF3hi-;hWBG41a1P9xe-Vy%t)DZ& zYhP5?+zqqvtj67GLta?}c$IQ|@G=}+!5e#rR)kyCs`2qJmrw4-^QQ?{zM-c1rNM!~EZM zFh@Q&TAAU#U%q|o%Dh;sm+*sM%w?HbHK(t0EPc3hw7yEF;X?BfE;pC>`oh@sldQQM zXJfYu#+#`p->_yozX`rHxwym}Xmj@pyG84-_){O3*<(`9U#u{rf#<#g-@3j$#_udM z6Qj(W!ZLYS&-=Vv9PDVvYJVQqE5$KpfL>}Gs})VycYoJ7{su0`@AuCd%}Wbn*uV4+ zwzeBl7XM^<=h(T{ey?`+P+Wv(t;&x^GNY@mbG_c08ME%Bg}TF~7MV1RYxP9ZjMk+6 zgUJ}`DEcNDqu^Hm)|oM>S!Nu%EHj3B-SEG;hVilOuDvwZ=oq}Ce>XacA5^VpDy9yD zS-4Dl9OD>`wDy4O_9T9BHXhLge`uZ+Q@h|0H@MdLIpgllisO9z-h7`1gLy!XI(O2Q zLuCuDgIPCa*{KG@dc(BBEc5ZQ;1?g_(9!z_AJN zX$I~1r1yZ^W2bxk9=Hwj3h(f``{CQN%vcBq`+b>d7E@+S_&U=p9K7u#hwqKWRVPl) zjPlj~9vsP(73LfE#li054?YO5o`$1vYt9+4+4PG~D;OkC*b^=m6kqvCA_&8&%%|e`bXEa zP%BKrkTYG+4Qa(=eEs=6!~6MxL)9a1!LROyOA~4FyVN1w4&oPLE@m{cthF{u@?^U5D0JD0+$PqQ^NIxe9=hASnwEuZ6{?+GlSqj=QF$*?r z!GHF`vE6he4Y}`eS=ceO$ z|SFwLvFk1v7(*%FLv{N(%yb5J5$fMGj*t(=x_3(S8cNmKFW_) zPj-r;^VQsjb&g(Fc8SS*T_@P3xDT|`{S6y9GMKP{Nk$I)Xv2A8? zEG<fTurmu6>w`-ehmF7$+O9f`L5Rn|4GWwBxAZEq%H z^4_HSR#Htl8A}>wMxWA5b7C^18vfDa?M(kiT=V$Hyq%e58RKHLXdOCfD2=oQ&)NNl zR5bnz{kecXdI^5vVJ&#n<8g|uG|}u|T(>n`kJb6k?w7bfzZU%Yj(+>X^ZtvweVB?_ zpU_rYQqlASoMa80T;cnU(KOdlKVwoy90l(i2d7HuxwL09WAMwc=0&{bX?O#3T0cnh z!lJQzlI9a8WuKEV)90K1za);4G=Bl!{E&>6aBOO0{0mNR&+&On@URLv57!P}ooPlG zo|VXq#qhjOJ2*A~X8j)LqNg`M2K(I}{v&L14BnrGH}Sb@xPMr^qZQ6t|4irRN`8I5T4WVAUCsah6>Rf2 zA>mve?C9tN^Ty+x>(m%dz%crHI=`>cd$Jws5j{u3pH;NlUS8lqm_)nvk>9Gqo)6$l zT{YG%*E+6)J!*_auxoya$8W;DZlf*lk)8M>Jeq=!!LuY_&J{d=4^g^x?+ zGPd>h9x@jvSL0mXzt)>>>C41haB#QxJO@_syyoA-LxV?s=);8%z@R%$<@1*JlHXaiqZxS83+OY=y^d0He<6~&fdVOG4J2-YBUiF<^$5uJDFJUzPH{t@BTD667 z594tDxR2nOm3P*=`4GMNlRO{)YvCQVAP?*V-q^;fo^Us>uYpX%R{X&tLpSa*zm>wnte@(cex zOBTPk%=?T}e*5$(_I>}P@7WypUS>2j!mp-XWCr0_xrXoU5V9j@`#Ss0#^yxL|K*td z(k@24*G?{{eSG#^`Hldm=0B3OcPSaYjwWMy zR%VPZ&Wzf(;u)hdWAE***}HHTT%;V1)q5L%Iplk1!6zE5pfz1YAJwVkd;OZ025w#Gm>bqgNU7rw%&9k|mZ7&GW!Nwe*fGXBY!`Xo$# zK51@kGHSk_jA~2p%XP_Ux(#;2^B#wtqo0$p$8lswGM0Xl^taOadpBw3qw{spxq)9J zGGJue%xDC^_O`*Ru7Xi8ukVjZURV2AL-d_R;&L*L?jOy=h= zlq*rwD1Xamehv2Hj0;aWJf$Z(n@}FKr!f@qN#Qbt`G{EpTn`RdDQY zIP6ndvHWxTFv;&4Ec5#=zNIF+5DwLN40gRj@4=8H&a|B78wZC@4Cl4Os7V8PQ7~#* zv7GAV`iic?&DyEm7CGS1XC7~nEeBR#4y=aPe8*e#{u5v3KmNdlQcK6pi?e_oXRY zE~g34!KE(1pZH&iW3moBtwDNJ*Iz{k{zlDlq+b2Gw4xlvWyg5)Joi4omkZP5Q|nVX zEO?bDKZREbcr|WO%UCbluwj#3MEb3_w=#o*?>_D=GXnKJj>$CZ2ES@6H+o10tJm+$ zN#2cT;a7>ldI&eSj)~{nn_-sy!7uE6-eC`ry+HL}%)x)`c9s)O`*nMB?&TO#9b(;c z_7EP;jrD)bvs<}SBya8%EjsCIInpJHM%v@7PcLyO;>4svnc~8D!d}!~j})0lqX*|T zT&h}0>{(xIHYd+&Ye@`vyIUN6uT)-{kG`kW{P42KT~;1X%rD0i%VYA3bt-rWYK0riV%QyJaqQ)8k@nvb`HB*|6<}dyaV&YJD3;%=H^(gZ9`_eUi*-D# zmJyv77sU96dI)E9iJpzSL`nwhaCOIBG8kXy(}4MU@siOBHtj7>+Pm%gywJ6KRx(Oz z!LOe(qUo>Pub+(Gm$^<`C+#FpMtK2F2Fu0`N=9AR_u=fSI0alO`kwyc1Fbj@kGK$4HFn*l(QHW^0Y};sG-WYt z>yY9B<3pd&RNR#o%EloTx z%>g&2T!3ethAVyH^Nvos_L4CsKdBEc8S8P%*06ccaCp=oPX9g`mD7`vGdCIiVcAaj zzHxCfHs41tPjLQ*C1aoWXyvH>bTazDtwH~Gc<;rIrEqS+E;t3>*F6KzVBiTHb@neb zcXOPNCZ9uBE?kOl`HY*dgjH?T8)0#+L45n+_#&-1cqktbUe_&y(>K9%cvk;;x_6oH zFNgL2IECv8&rRLs@q1~@7k%$A9K+3)R?3b&jDPV42dg_So1`al8_)hsxslecVVr0~ zcQsgCsvJ*R#%DirE4>G&rt|67z?&`S;wROs`h(!hc`)ljJglMT!>GaguHGAX*)EuQ1di2$A@FD` zeCi3Sw!yCx-S}7h{1FZK^T+&5xRkpbUxRrq{tW+MY%4l-AWWP;7*F(bw%!G=M)BJm z%jw_w^E`Jw{F2Qm@_xhS;&HXq8gDh1Y?av+ugFt83%k@HYwJ5osY4F_P9FALxhzifk( zToavX!NT`*;^_VDVnA(syxwguGbAHAqeDzSCs%IOUWPNwzxsj}EbXLrr)My~AlloB zIxx*%n%4`X=`CHOTK=gy$Vb|$11^JA@0P@8zm!Cuo^lAA>>8}-W_D^fyNyb5kuqLI zSxmdVJPr?#Y2ddnI;+C`@``9Ul8?2iA~tuZjDnxtE+{t}qRj5=vY7IIDIdF=o|zJ! zT8X(H{Pu_V?xz(;^~cSx8Qe7{Tv!;p@0T5w!>V_;T$r3i>t?6=2dB3+Z*)bcsBG9t z9w9$wf14o-NAn!Wh&u0N#F)1-BC#eT3ZBb|rHeB3Xk|psW?5d=f{(FUGn~;np$N@xmuugENv*=z3n`nq2iQU0IJ;)DkYiuI2sV)^J!hHZy8Y z#e3+o;eW}D-j3-!p*=5TM$U@N$bF0E+J|$%pgfpXgU0OnXS(Y)x(k0h3IliD>3v6f ze4^)gpDJHzG_QPZK5hGTGMb!B#@4Tra%0Juuo4#ILJjxAik*Ic7<>FJJo34uoRr`7 zoMhBHnGxGA@jIvBTXQ-%19!X_j_3LeK4*`GmW-{bB!K@^}cR-r*q@=$*C}LHa)%0EsQ^2!0Wot=UL_)Z0DmL&5U(F zITuanzJ}@+m*ZG4Y(6~icL`jF#?$D_Wlzg|(V8tr$-xbf8N1ng%z#&$ydQp*k`t~` z=%~ck;9=bxU`k&)^!8KORmHm&Jq}k^c>F)OT_bfuc-5i{ZycW*cM0G8Tln)j+*#nc z6X4FB@XdSl=>bRay;e^VoQ3^@rkSn_;2a z;fWDyi?_onxHV&-n&DtGEcjX5mZ>j(%(MTG86bGqA$f`1JJk;PS`9z5@2#ocdp$ps z^+At6L*7bebVCk)RcQ`fKQp$}3EP`rQ+=(urAN%QR444obKknsVP?bj_VQO|L03Cu z_vH0v*y|rmm_0bIubId%JATzB%FP(9nu)x6fSC+??8UhyCk}s-Bgfb-R?cgWUv`M< zuXc#UKsnKua%Js1Mw=Exu!^#nWvst9IcPZ zp8wShnFqT?=Vqn)BT8lWN+SoSI_&=L`^uu_V%SqyA;VoBeP&hg#47mf718+FiWv80 zh1s~3vEgs>4RtH+&a3eEo=!Z$d&kGN^~A~Ac;EWnV$}U5k*Hl_4wXK||I&qj?HY~L zBq#E)2DXjpJGLMi*oD#142hxpJDUyJId*^2DK_2WSf3xm|C|vk7iY+TWJLL088P~{ z4D(Pj^vq@G%gsDPO=cIJR%Q+v<2#CQmCI-CT=#Z~_0C z+Zz|bH+nygi@lhPDIfC2_9x>IPBZU({0Gme)=WJuD^njNe7fBAdIiozqfP0d{s@zX zPjfBL=J7uzL*f4Z&b;xOnQ`C@9Hf?d=8rfY?KQlW_she%g1+M?&4N<{9>EJ8gJz!M zNxf;^{!j7Y79?ZWJO>P^2~P&xOY2^lj1;`?yD1~q?8%5l`!mep$cWUx;n#mM%+AVC zA4u9!fE!(&)c1>f{+JPs-p`Ot&xiq^X7EUzKX|^U5zYy_TH@C^gWne;~<_0ziZWjQ|YM~ zL{~St2LHU4FMl1b<;aCk%g%vshk0js=wY|HZRo{2)vm&vYE>vHw ze!3il`eCA({8n3>sDs|2B3M)|H*%fFZloJw&y2ZnYZh$6m&QH`mtMf7mck;pAN&I@ z;c8ptQCiAVjL4M7r#XwRl`WYr3;cFA&MjwuF-@5UE9l9Mm%@>zbYlXaYa!FyhW;$@ zJ(#lakMQL~_{MKq_7m?3MxEeq?c{l-y@1b+!}D%&zrt(s`DK^UlfQy<@6(_M{7$FA zGSy47HTh^Y+@D+q%N~SRJ8?1I)@UAnA%Fh(mFkaIsST<{j&3j8kn3xhbyCjZ z&@(dd&+*{5s5#PzgK(^VysdFh*v}$Iy0wkI=|7l_FXLYS2lFLl8dCZi*H_K0so=5S z4zH$~UAe+szkT)%=qYSF3{GvbbLDhCdl#KIE6l~JZg=OsuWcce*Be>2Yq|qg^!K+YYy|7pD)bI@%#N|6Y!vLC09S*j&4rvQ{`r z!M;vi45C9$%!TVy}kEq2u}jYa3n zB&hQ(e5)+_?>DorWqHh>Q*L%eMf8?mnB2Y6tN}Cnx>VX>RT;zARqB^BBWry{R2x!3 zi@JGMUv;(Tp)h*=iGTG54hXN7 z?KiXUjxI5`mi>q~+e`SVIqrQsnb)F!un=eJg*!EaQ|G%zFLDiLyA~@m^mS+0dz=xK zoibwhtr@ZGS)6KZM$CF6BR0&)h`o<`?1c<{lNmAXAnf`Q-t9kif6=daKKMr|ZZe+6 zN*jsiJWLql)Z;v28U9Y@WW`iIwhI*N8nw})jh;Bt9rzEOmo}7M z{S9or&ii!1e`^PsdpY=-#l8nzGG<(wbgUsViv#ZM%XkC=lToWTb49C-S4p5?^Yd; zq*b?frBO%VSd(DY6R>7E&iD$<;%#ktjW7Q?yi#La`UPK*&y_qIPBnsC88GSs7*1AeM{oNBz$w?{iAk{P zw;AeAaP20%V~lIlb=%u9?vacrn(Eqp$gS(XbbUswhham1!OfbgFLvNj(^36zIfWZ1 zZiQ#Qu6;vNUC8xYj*HMrxeH<1yF8^s^imDipX)j8yQG;5INHtpq*7W74ko)gCcvmC z`A5&vCGweNap04$L_vhaS$9!+p zVvobKLvU|2ZnmQ%{PbD-{fz<}1dHS;T192Cu zfm{3NoM*Zy~wxQrFQTO+^WWFKL(rdvE(**2CI6$_GQO}GCVc!ncQqf2*uc?zTE zFX6v=@4?>h*i;%7-&^zwe(3QXEBrjXZsW(Wi`TaBD&E{g_=dMt^>J^z7f!9_UA?V- zxP#}uU&i5ovJR)qzc)9dsIBaLZ}q}qvR#k(ny)oTe|EJ7dV;#j(*H%aL8hUq*Lwdz ze*5F{4DXr;@hcgI>MiY{#;42$JkixWiMw0I!38p;X3dmj*iXT~nxHRdLQV6L?=VY- z&;HqXHNow&?e?V(sq(Gt1Uh_;J=Ig%#Na({x7e}x#x?PTS?vw?wX=K4{NqL)_~ISS zM9YnB869KO_>M8aPMjTTgSnsNN8eXF#qz?=cKDf%zPlhA-2<;K?izic>uNu3QH&g3 zWCvIg9$jq5YH=*vif{d)B&P1NH?^c&EdLkWy16uJR4e=cee*lNEz>(+Zf|pW92q0i z{v99d^~%`#sM%P3?Veaw8RIUf^f$S}d`|g>->NfhLk z#NtK8akO)h9b)*^eda}+XO{c#>>|9N3;x+TYM9qI;IP^A{na?v(5hyLj%1>ufrL3&C#8npYV8!N1no;dJm(yXwfme zs6C!{81Gy19sJ0^Z{XLQb3CsWy!#fe&~anl%h0o*5sTr@DxWXU=QxnckkNz9_-6l{ zjM(b4pSaHFxG_W4z~_T$W1NGPM-!2DZbppvyxu=1BH?-EeKR8WcGx~RBl_TE?GrR9 zyy`;(_Vt;XJP3nn(G!#LEXP*(+IJ((x{v>N20oRbZ*$cVuZK(5(TLaLS$*iio^lYC z9{1Q-{$I~m;oGNbk2K?!eR$bg81}O7JqerCHhTQg>)htd^nU-KGx=hDU|TY!X2|=R zI1v|nny0^BKJGmk30iR-?p602p4j*D6F>3kkEt`tvYp_2ZOoMM3jN~n>x8`5pt&$^ z0Ze-gM|(u}_aXT81YRY}dSYu zm`wFCceo#j{;PPU@ zYk9HZdEWFloy^Km8?@W6YR}(>v&@+~9P&6k?ssGuE>xrIUF2_YQ4}>T*3ViTg-43* zS}IX*g;(>;G``I4(_2c-;V6p_wwA?+E6QW{Jhj0i<>qo$*p)>Kp3x(Qj_w|lyH%Q@ zToHqRT@ei~sxTk6-0aoT7;w<;iRdObE+hX{NvytGo~u6Zy<>3=t$nejyRV@vZIK z6ZV59zcy7Z25~;xK>-wqeFXq34eCM+LydPOj=Ht&8-W^ z;8$%P)u6XC;;^5a`W?0QH4Pn zk-Y=9|I737(cYgWV$8o2cJ%p-^z`BkSUDWe^s~z8z&*I&pu6eck!p%=N5IvZ?k^dS zXZ@K*gvYzqz$-j!*8#YUQ%-Cs3sH~v?*3A@gD!_ve7^d0agBTBzLt9IUD=HP_!@`W zf^${jQ~4b@7JOUQ-S-E|js4dB@o>v?Yv5V+XvgYhJg=ertcPexKK=T6r*acx|IX`L zsvh|=|9&+c>Glw>e$u;M^Bqmu2sX)hmCJRN%cNFuu}OpRso{9l-Leu7;8k)HHE7C1 zd(5lAv36X_=Ym^J3g8Xw>QPCzId(Y;ZlVYK!<%Ayj`!7`-!)<|thyinf=OfkgfqF{ zb0|&6M;q4T)ZB{scw5h|@TfQ5)(5`b;=S+mUhr!4R9>4*Y)_cCOzm^fCF-6$_QU^_ zx%h>?Y%MD>5WkY$YBfPdcDh+P^YE)ztZu&Wkj#mpZuciRhHV|0zEZZ zr7``R(x~}NS!}$hJSL7Y(|t#|{SFmzaCSwc=)saVaVsAD(yJ??)$`@iHdRi4mBkzy z@aUs_vGuU3#Cv-05m_ZM=skNah8M@8n~TiQ>>5LN;C`PMsEK!p>A&q9HNWo^Pt4<4 znKQU&Vty=0=qGw6&;I&!dmEKG)PZG)7*qvgNbPM>qI1mB-Bjst`0B= zrVaGixB-cna=UALP$CxhOT;>lWnY_!H8;SxDTx?DU-tVrp+^xm;9He&Yb1VB2p>|v zrw@mDth;NwGkhw+%W#&1voij_HreDq@aq>`?tETT8XktDET-M+eGdB`^P2l3D>K(H^{&K<$Vj6lK z{Q59qmH`~E<}>;I4*NY$z}TXIRX6x7qh&$hZY_8bM(j{S7YBd+YdH%j86o^y1-uzHZA0^Snc_t;)ks z^rbETBt!BB-bFL^tFG3_tFPZF#V?hMkYmeLXPlvqIC_*?;#k=@b;g28Fl{o;_-Ef+ z#2b6V^Q!!M{A=uKbYKJg=?WUM1CB*Uwirqyj+ITN8z;X2yI|IgFMY2De_lW5t}L9& z(IT5y-w1A{<3n|5xwGg(Tx{bBvneisJ04%30kZy}UA_Tcwdkh*`KcB$^#}7K zy7JkF+PgCH)V$=aZ<$NV!|HvWeRpQOS5qULEZ4B^WjiT;v`6Y{8PR*}F*C1uL6cT7 z&HSrFXJ0MDUA6zm9ORYeF`U;%_R7q59{Yff^6W3QjdAIA;km zxI;{QT|Ts5uD`Fj(P)T%L3?ouv+^VDyiUKgT5=}MQ#h;FkJqO@4vjE^;tF5E=7{kEGuE8U{uG})_OWiezWjmO7I z4K^ov159d)PyJF6d;X{Ixy32Jy>D0f(eKLj{OL7ZP#P2Jn%OX|TP!{yH?a~X-cf8f zeQ~s(P^|VsgRZdWi|0P;T|08tn%CF2b8LUTQ_Sqbv)Y^=b6V!}Z(-FC^JE@Pk5$j5 z%fFwq=rprjCN7|0`Xu3Nc-$;)nOgpeIJvRN29xECq>}E_v*FF#@r*`^7I^jW?f1Z}EB>H&uIcT@S0FzE&qA zKBFs#@x+#l%dmq7*TJDye1LO(Msx1QX>g?}_}Q3&bZHsx)9 z^fJF_kvhQh_}3iVYoedy{rWk^t%PxIi*UX1bljnzamO#=?3P3V9&PQ=3giC7Dt zTilw6yfJY3;e`L23A@x2G1X^D;Z#ZZRPbCP=EAiNRk-#t2A?Muq3T_NwGR*||7p24&p zIM$>CwBZ?gtuN+dWy|EY||7=Hy(8Q>i&t^+*jGr2i9UE%*zpS_Qkd(}myayM{-()!@_*c-Kz4(rq~p z?BH@f*(-V>*LaWD-RF(<_4S&U;i1R+>K$GEJ}h&L-QoNDak%p2RndfL&%iDE@kmN-P!6l^vpAJ{VB=rOL&$AyNi*k$f3@)%8PgKJ`(S<6_set9 zhTB%cEtoa`OF8*pd|xgrNB?1NN0>F1AHSN1Ro@P~tF*drUM|_dTL$QB;h`QR9oukKFonuJPF0ta*1^U_T98`-t@M>Yqc*A_pGrQWQ z(lvI}D~hILilX87{<_{;Z03DQn| zyA(%m-C{jlUG0fE#joZ($8Z0A=Qw)6E-$+i2QAAt3nAaU!@QVL$B~Iwm88e!a#)lH zms;XlZ5^G`W6^c#F=24JS<-N8YicvwEas8vR6rn?pt<4Hqkys>cU4{&RAMl`&U9=i_T zDy2jD<%^~|;MOtsn|4vxgpmyv;DOU&%)NF*rk3t(br4c$$nf2ml~_5rt!gA<6mvm9lLn`Z}2U?R^P2S77uH+qw*}7 zRN03e4REImcvkKozXV>T;ZM!=4s?J`m7b@rSpGZOkl$5(ikTEMVHv*F18$Ao!QX;g zefe9HTi{wHaEd-$H4*pXWsOyHY`nqDuk~G*1maFl#_w<^=tNAtQzjMu`z|#(?OD=+0J9@e0V@-U`Ed3ww zvF7@K)DdgSkQU0I9{)G*>Hz%uk(Up*#-3d@iyltFto=Ps^%ow0P#=%%=m)Q!+Cy|0 zW;Na;uZnAp=Dm*|r?2`gGrJnvgL!+4NW5vU;{m(EYhM}1%)(lDA0G?1T6~0$b*|m2 zGFZd)Jg>HkV(_ba34f8rN;@^rz1lK+zGSZ!l(mXs_B@pV8FqMe=oq>0 zn!C~~xAgjn+ z_#*SF?T~*3?`c!Qr*Kqui|u>6nFU-La0#u*4^N(fdz}Z*uH@Ah!ntx-M&B)jhqL$Ld-zjTHsg3_?*-?w zn`XpDzeC@#Ji7wiD1rCYNyPZ`{9H%xU(%xy{H<{ah9AK-&w@pl(!f{K$S`StZ}{pn z6~W@2uxv>S+7Y)Lbv!+$exL6D4czXOFk3qj^)A5S#?!*;0+ZAcCg4r0FG$MD$uhV< z8(yX0*9Kl&{oSy4g}ek!+Ze8`qZ{k3q#3`)zs{!dU{xA@*9sOL#F_TAgiAd63Hf~Y z^W|r8uli@ne0c5?8M0|bzK>Vc;?LK-Sw3R28sQ4{LS9!@zt7hC@>u86doZi8HteAh zm;7w5#7}ber|Bc`c+JKL5gJvzgt z%2TgzjHk_b)bsuh*Wlh9m^YY@UnDcJ@TBL~g;R84sxwc10u8vDmw(7ye%|`PYvmqf zA3lRuCzr@_t=7A!E||6hj(x3GsCQ@4`S?>7&eg#_lWSqpaJZ$P@c0sah%jr;i|((G zDg7ST>Lh!`!&_X;Fe~r^`^g4f8KcZb9`dn0zcN^BGShV(OY8E&)V zw0231dWhF_vE30*cZ>1ADUH63%A(#M%i^-?<*_oOJeK^$E{gZd%>t{49o4%>?bCb2 ztlr&Y4zAU3TLmsI*YMx682KViIN5&trSNGte42vOE$A9k-m-h5Usv_#h}5NOn0Vl@ zi@KQGY^LC!Iz`+4av6E~vH^L~`O>_Yd~=%JPHA?LrI}5fW=3h6nYd~8xTHnF_%wa$ zX|#1(j9Hx~$C?&L&P$JV&GD}?+zKbF);B%2PfCxTPo|sI?YeyiSNqUo=O^NT>v?lN zZB;=t@w!$_bp6v#GoML#U)Ooxgk3Ja9*Wca(f40+pMQM<){HyOC!!(uyY8#BV_n>9 z8?0+^0Or-qh}O0FPITrJylm>}ys`7uh!3NGmcr59&6oi^w0E2z~1q+@#NR=#P`$X$U9LeLK`Di++J+ zU%*{Dck==I6%R`*lQo?vC%=Gy^^Q6x?|pG?ysEyuLIeI4JgPiR-SAvI3wHIm#QoE& zI1_zX$E~lE_}8lLwBita>wfxg2~D^iAKPR8&9{84y0Gaop1LC!uj&b>X3&VMzffEB zoZK&AqOVWDtz$545P!Z^3(t2flv6#Fgm1Xlh$;*l@4f!+IWTMeL4Dfi!`4{l79^F@V%41)n|7X=c-d24%h#VRB>*Pmi!P#S*MdDGJQaw0h zmYXH9S!U}C8Py+P*O_=$V>&R?jwTuU1;2q=BlS=JLBHYz7&TV?a5+pnuE)9pRz1ga z|544bqgj5pnCbqQ-00Wt^RII5()0Z6mFo2NeErXkjK=1R-q2F7M$1_8lOCMRtIV;v z3O~OpHf+2q>Qq-3loQ?lf_ccPtNG--cHUL}r&^mW-o|{SHuz85NX#*>z4|rL|MhF4 zPDgtNx93DtyHV@@MUQi}_Azr}`>40j{Ft*l%CB~exn>@(mAlH`YhRz42KBEq^X^Bv zfXsqus&}yGcLg!GLD-E$d)>pwS{nM%BevdCs1DpUO1E~6+J7yI)|Z=wTwliFMK!}x zy?;APqKVwpvF2)h@09X;WY!nx4^%5$JwR?@dAV~`VINnedBr`V*FAPXmv@g%|EQ$9 z%x~CSu18ny^v9C;;02uO{;tkzVYIB#HHIB6jCm93(xg0V$AYM)&v8qd84YEf^*eV` zXSQ!*RDRT|27mvN7mJTy9+Rr4#gZQ{k9uESZdT9b@kC9WszF+mwn(!RCoRTyNsHM- z)AZA)#p=(~WNBg7#q?nPbhw_bChEE!4#S4}`hoOV0|Tn_#74g2vGuO^J?U|R=aq}6 z49tUBbkj6?Yum+%ID+G(+TbeqSaq6f{NwQL?{H-mpL>(~+`oMdZ)WbH+j!h5Sk&ZG zbpT(NujV6d@m!CsfJaNV!?>jhIZrz6ZqI{-c_UyZ4!3i5+J0NQ ztOBelO^;DS@WOl3^+eLeBWc_T=`r!I>9L=uSM4p>_HlZw{@Qas!Znwq$7j>hWBGi1 z^A5*6Tx?gm-2>_TCa-G?Cuj1*4&!oNXXC>fLpZC4TKk=_sYKSZO@s1O(d!LVC z-#%RKJ2>~fp9SmM|JU(9?{|*(XamFeTVp4f(X$NC`bcK=0BoZV$NqqC{m374eDDiC zcZ3J_l`Q@qnDiE}Y@yfBfp9JQC0kD$4m)AaO)c|f&VyBYrW?2CyXz<1T1qQc^0mz2>iLp>=$~oEKCtRFetTp2 z_Dj?S`R#q?nceU!`GqUx7jCl4@DUjXdC_|GU@h79Ew`D+@SGe&9enCGnXB36xNo^C z*8Ff)3^qfi)&souuN}Rwj$!Z0i58p7_btJTG;( z2?eoyRzYlerXberD2VE3g}tW{4OT=HK3r%QQ`hLRx@)w2ut;AQ%<5khsZ~W$XHc=+ znjYxWd05-KMW02bF|M*q@3DNt2j*aPwioBY^4QQx56(i_(Fb~%W!WQkEbSh1zpRW> z8LbiKH_TdG9@8Ezv7^?k<-c}~^>fYJYG26DEwt+^qUkFIv8j1Mv|egAVhy`eOFPF_ z^}(fbWVK53W7+n+Xgx5`9HGnO(A3K#ZQ|wn@Gh5^`ah=LJuJ$C`~Ef}A~Q1biI6!D zNT|s9e1_S>FdRfeGbA!KLJLWW42_70$dm{vBSb|bB2pwWLsCnL$P7t|he*i`$xJdL zGx8yNKNH{UdVhc1*PQOTXQ*bi_S$Q&&FwB7HKk6%Ms+d)b{)S0bQhxhpXIXr&Gc$~6_2Abi{H5wEo`;JJ zgJV;Uq2>R;Z~bQKCueFzp@zH<{*(!iT8my^3|_qq?o`8>s2%&jvf)h}+rhO;_)?(@ z|BSfZ=OW8m;A&Oyw$;>jU|%(uk?(^J1;5+M<5cve{ekHJfAe|o(@$6lmby{bj_b+( zMXU1wk7mOYd2UJ|x3PRraM*UOGrJYR;9YR7*PO|nfNSwLb@R981@ZToc)pU}1iW$# z%wE`G8HEk+=%my^I6U<(6t9%j8m_18M3c;`~^h*!n>AFhYiyy-a z%yRq${pvgPt6zBh19}(7biA|eU{)GfWyv11@t`m0#}NRwECP43(5(un8@I!&YQU*u z;L3Tp*;V?4H=&i|eXqX-tYDs}nCF~Mz}etl{Z-VBFY?|Z_*)@**fZeVCZ5|(ZTKG7 z_<+|AqUnQYYYxNLPU4fe0u3qL~FYTAiE;sDQqJy*VfZ^60T@IjQHX6~^G ze0l|b_5z;O=fE!BV_L&ZBlqj}pr@ThMHB_(D)-f3(PwA%UtQW3XV}9I@;j9vLnaO5zb|TV->=!KEwN9gSR~y&*&bqn2+Og znBpPB!oEUsWqSVdkfZ2Vi^=TUQ%hbS_29rPFY$N;oIyEZVCMCJvRkN>x%(Wc{PANUV(CcQIM>g z7c3rdtGsvci(2YIG_0JTLL^Vg%;52Gb|$g2J&CzsW(NC8r~%z#q@EpFslSnXY)kL$ zP6JsD25EiFAfubvPkPB9c4Zol_I4{hTo5s`kPEL^c?#F;aL+eF4r$(nxp2Bt{z z0?BXpj*#6BI_e0Wv^(mgPpgyYc{(shN1sq9L7(d+dl1eA_cFk-av#&P<4rI5d-YOI zeb|G}H3hEK=;$m>PH62j;a3`GIgf^KYX=XZehj;!$CuzNN^fVG!SBBWEUUPm^Om7` zff-iY_?@?d9lttDgDrjtCvL8scS+A20Q}O*nZ2lRr(mvepR+_PfKSeYd-1olPIZ=kTk!b?XZRX__p{&^n%>wW z{7q%Nb{gJ>?v?Z;{OTyRFnXJ%574?E4}2yXTo$*B;anU|;Ff+Pb>Ro_EHLW|T6+?G z!ITU14gW-g=deR}ulf<6)?aWi#0Ohvcn(&Z2%K+D>W{=SPkli8nCaI9b>IF^NOZ_&O| z!Lk&1*%Gh|4a^>|#33*)>kMAiUpUVS{mKq}0<%2g(X8^oFm(6ppHLru2X@h8>_KN& zqOTvJA9!&S`qgf9_K)yleNKPyJFx2y=C%JbnK$8>O6|7+F0~nc^)^}-z6Q&_#?h~t zFFXpaea2k$2|V-guB0#VJzSuEoQ`%C15QyFTK1mR-G$ChfAAFZgf08+a(zwa>DL@M|)XnZv2uOs41=^mg`AyO_w0S;y@mGDS7)o+pc8@jH{; zs)bsxk$pH3m)SXJ@RN)qeo~?J7au(B)7jtEw>&_4x&p+C-Cc7!$-1%%7Axw(+%3U! zj@iL1cHu0&AyhnW4wKyV?7F%}&)*rnXK$3`Z71h$N(^~f_?b4w$c$%WWb3vV_ISm} z*iej|@;1;DH^4&a)_hoL#<5tQj4b*49n8-&q>GYIyun?mffnCYr*`!(YR8c)-(62XWt#aaro7# z>pXXtvp9fRE&Rq;@q1o23J(L%qT9f?kMz<9CZvF0d6)In3A}bQziEE!R}0X+(CL*& z;9|$YhBN%`d(gppsky+K)bnUcSKu^outxk6ZFA7S>EUVTQvXp)rmEpue}R$Ic-CjZ z!8Z8O0cY}AxYk4TG2ugps^Nd{fjMxx>Tc>dKCj-(Sw_0_67ZT{v^(_p==q!8(o4lY z@b!H?GiZADB~c1arU`wc$A6zfs;MQj=T8`u4}0?uW-M>1r49qF2=#rxOT&1)S>XNlq#@m zAD{6B@B10=sV%$+O{*aqoVp*c7MRrk7>_gYKiucWK1#C67Qn&KyTUkX4Ah}XoX5F2 ztKno8JbTLx4-vku9z6DA=vcQ?6QX}PQ43n3U+LfBwu|22ugnJ7!=HliuP1>^culLp ztOER2-P_RFTkv>&4ad4}@oS;6!>`8C-Sa_N@K@#rgTSgaWVYjF@59S}1kLJVxsUAm#z$&rv&(svue7)O zvb({LSwBBHfUo@$di%r{e^FlZmtL~@Z0Qf4TM{VsT6Uv89wcYZu!EkAz8dBSH+&Z& zt=^$BJQyn0c-*V5Gm~>0J8-h_wFgF%heJl+|DxsMpY#aFqUkHeh+AlkIDlW%&w>jk zgPi)*AYLY6Hc8k=g$Jr}Qp;+6DpuUh%cZg+D2-bmozdAv;h z*hCIBnpuE|wUIsaZ^WPt$FT1sT9WZ!b=?!i?lyd)PLX2V5+SAcM6e50E2$i%Nm_I$ zt+eN9Wn+gH52a4_m~^sisZJa>>%^s%`tS#xOqr^uude6+2jI?qX!3Bayg{(c8lB1m zoCpDf)Nm!ZOUTE1v42M|tuLd6ZKBusj9xm+(C+u^$@qbS`PkX(ad{m;cUEjfcGp)=d)Aj zTk>7Df-|KG-XDWrl}63C5-eE*7c2n>FVbgd)iZBOPjmr15eyE>px5xIUZy{($JeB1 z-ih!2xn7#tN1s3jQl{8w{K9w|~#!Ne)(_hgf|`ZFm!VCLTaz-^*^VTkwdo ze|q{iXzbD6Qc>V7*6g9TXWw8-xQ}?DSt&nZch_|v$%^+CyVrfmCC1BO^b?mVKUp(` ze&y#cD@y#y;s>wrUNv3D+m3$Ke>zYC<_GZ`4}yOOOT^#7(sM3EGEze2#N|*qbTUkK z-^RW{a%2u{=QpkrX9liHWHZe8uYS}>%SDZ}U)JD(*NERdEp;D! z>nAPw7+So^)P-gp{zNpcx2Ox>o8(&s)QIJG;eB`*y!rr5{&zSDHDIqjdJY_`2F?`* zE*+}ocb^Ylfdh_U+!%ewtzg#D6O$avqHiUGBTe(+Ky&!b!&iEEzx^%FQqDCtO`~7u z;!OS#90pyyB?=5eBXfEb&I2~p@%#n@pEnmQx(QD9H#`n*=i05u_XGE%KVYf*2GFPq z!PG_6eO{;aGF%AnTgUeRtK1dvKR-QvPabnr2J89nfc^sYZ%QWDNCwY%9Kd&5w(o5?;wA1U&;xD7m!)7fhdOYOn$W78ULky{6`Zo# z2|mHA2EnT9--2Ce@fY!orfmT`I`F@rL&u^H?7PgI&K2~mU%?f0EQ{BDU;=EpncKVI zQws2E2D%mZeZU}#&SlA}u;=_NG_WS#Z|OCLaBKS$wWdW6gTHn2xbJsY$>+SLA?BIz z(YtYdmnqbUcfy~*I>*`c8vU93NkX^E0{31318b=b!7QKSU61-}Hf9b(1i=V6f6JEbS@6iE`3Xg-w{qzIz zGnC+E2*P)zAD|{2g=5{soDP^(ivQh`5itN>Z7hImfmba@=?{Jb-=ZFLoDPS=FS;Xw zUf}{TD+52nGWv!0gH3U0R>|Pg60-iN7mqAQkEe&2bduN6vmEWI1-cSDUEanL}JV}n{Zd$?!``k`yvzOb;!Pi>34j zuaejBA$eGeWU=Z^l5=>qR(+X>&XXu1Aqmok7G`T3&;NVOWJ8f@(`3YJW=P2X=r58V9+A!%{e?i1aH#wUi%WBYvBF|)O*~X2Rl!JKW^cAnR+L6 z-AumM487#gS1?_IM^1rX{iYN53H~kzzW-c3*^^)rf8(lq^!P&g%q4p1e;y9j3XUk~#3#x&H?GdNm&Xcj*td!n=<1 z7;i(?onQ)hHTohPhX(H`x_iy%V9sGQ_%`~4M_tje@k5}+TZ1=N;7s~&c)7qP3!aT# z#FvU6-s%+R@xB5uue+VR3$9b}G4JQd=UR3gW!!f=hR5OrJ_^p?@D2FLd&ACxZD3>t zy4eb9&}K035SZ0v#K*Pd9x2J0)U+(Qh#fDZ?{9;@wNR@bfqS8CrS_r8e?yP)FX~h3 z#X~dDvx3NlfOA#)f?;9sDKsy~rPPbhQ#Za1*E%uTKg_(FeqazD(v@U$RpKk%iyz`J z8rDhp6&%a5lh=`%oN+WPJu`>-k22r0kxVY|YX5$)s|&39k*vTea3y+$Axd!Q9E(N0z@_d&OTi4f{*U{Q+|3Ap3Bf0;Tzd zK>CI7t2II7NZ=P;87zi#=vZkX5^#z=6VYTKAHmnaUgyPR$y~Y`A&cX{s@h0$d*~U) zMKKQpZv7S|S>)d}e>%yr2Aat5yu-l1M}xH7${h4kk%TUhDuYpc{vp?|41FmRe)W?{ za-PCNdWTuu@qE@hB=GMzLE8UJ{5MCmd}@*y&3Le?lgQObmZpjn@hHTDRg{b`H(93M z#!O*sl3YBPNPZHvq&xLsA@kIy%`!t_mZLwI{`Id;)Z@Q879-Zf(O?R5M90Zy2#pel zx5yogWY(FT^ll0beHo1e&DDs>LnBwr8Y$hOL8s8L$4@J*zFMh%SSwDOw6d&KE4^UX zR`e}p3Y=>dzw3{5at^N5HIKR~hkha0lKVLv1Wa*jp-y}WT)H1F;z#{-`y^Hz3FGy2 zFo<)zz?q95^B7#a{x}?FId$10cvu9S%>&&VjI#z;PJtIjcuxbkxAYNSUkARe0oSti z^jg3lG$+Rw;Bjy{*M(qQh+eXSxMl(vb04?}w=2=p*ZfH*M^DldeG}~cSSR)zP47%T zo;ak#zo3)iBh5ZP&$vmET>Z)>?oeF#6?1FvcVt86&> zII`~tx0=w>?gFdwsRu7udIoq_sRdoZs{CE}-r-iwd+^-9kIw!%n${2=hyTERlE91g zc-*N82kPNNb>xHX07rPdsTMz06PkN7K6&t~*n&xD@j>5%J>SC1@IYjOP5mv*i@!^6 zv4Q*=t}$abGvnLI^Wi#49929ncpJ=mkNL%q_?%C<<`-n9c7bzW!MQBB1s`kwALrZz zUd;rH=tmY)cZQ(HU$NAlsc2}AP)nkXb)(5AZJ}lbw@jzNt{>rH*Wi9r@GDqT<4vP3 zbfYE&v#PPw);aZKnG-@ z$KhYh9ySM~S=|dxfmdnk;aM-^b>Bq}1ieD*&)`};c(VrJVBdpb=b2Tccevs*9-Ys~p>d~#Hz^P*WC3&B}wBo%=We?8OGXdnS1d@ZnERJ1})I38y z_-l|vKg|xWKZ7M;U5I4=5+YY036-#~LS@d|VKU>zaM>6UAw2^TXn2w2xI{|v1!kWY zMe+Bs&+9+Y>}89lPX;C|kCBog{N!+~Ri7Kg>@DbpB3f@|buJjC?~zzIor&FbCiF{k zvh2{w?c(Lq7`?)s31WX|qUa0YOve(XF#x@N8<_QdvXnTbh>HQ96_+es7syTiI7u9M zy}K-t`60aSf1=wz!ZkiHOI8Ong^Te{ydYAx(jZ-R%nweDk)~bfZ*I}Dr#ea^{)!aW z+(@at5+Nza)a-Op%d+p)Qglu&*}tpF0H!X?)UZ!bBMqNwq;Oaxi>_;ALI+l%bxnB^ z4EseZi+|I~?l6Aa>+wJw)k(mOaI6@x0u1Rzvoe&yksh4Hs8St0#cMiAqlR1u{+Pj@ z-1XF599`g3+Z^yri8pncUY3oa@1N7Ls)JO}QRVGrKj%(XgrKj%9g*GV&&(~Iub)&qaq&;4h>p9gd@7{YbnimBZ1iPDL~ z5*>RfbTa1=dJX(NRa@vaY|xQ+s1uL9I%Zq>J0sza%i(HUs2|@%hr58sgF3eUVQN^p#_zhWUaISt{|A8Lk5P0?r z=U=Brbbv#lZu2+U=PRY{{oNc z&v-{~Mz2D@Dh012o*&=dyUStl?b)N0{L`MgI`) z<%s8@gq@^d*Jd7P!@Dsz| z%(OffB`Z!v$@y?N7MU&QpTn2=J3T}Ldui$nGO82mUy2y308x!bNqg{DZSFVL$?cv()vFv*nX?ny!o-h5(hhpf{vu9#eG+8cD%#}rv zmBja-hi5cbEptlMGNne1=BB1c30|F4i_3Rv_7!U+FP|FmMU5DCX_yPwNbgy2Yl>E; zidNP=rIotRv~txE9LVIizEg+Kak7_q0&bM)P2H#0lUuAK)0cDbM|6Crlfny}XHAc7 zHn^pNGhNlO*GVUf!I-Wlu;>jP88Xyp5#XCMUJLkK3%KIOXY5`F?*U7ez6(CWi>`dB zlTNUxo7(hz4SeZsoh0GO80I}*fja5On{kTw6+gx~F*?bd#`S*%Z%=6XZ%iv=H}Lux zHLnf$<-%uZbmHoxBiEXG*NOM|@jZ%k(hB#ocx!uH(Ye5^`fdDu;8lVvysFq)GM{yp z5O|eqj5As=*tLoN=QrFBWQWg(6xt5t?tQ8(t891_M|K#H-;MM_QARd6i0R5Sd@su#`##x%i^>JGt^z^pl3r{)=W z)q3zJpX(L4l3UDN(5qYvjx`ET8;4&tQ8(J~zJ4&z2wqJG_Z+!qdMCV%=PcM|(b4RG zM_;=E-ZTSlg%+>J_mIB^&3`j}Of)TvpDVYOzT(ID9y)mpW_4S1EcEzx_|=tQG_3h( z^Y|MIYuMlO1sv-t(Xl?J}QM?Y|ldFO@X^6ep)&w*^Kjoy;}3ws7#!6`F1#r_)~a`}crnQg9Ohx4z#(j3Y@ z)Xnq;2iQ69>@U{O`%877Kbb`V?8OWaw<`gXzYs4&Mq6HFzeJ9!8j4yBa2?Pp~J|CIXKObI+F|@C8s4ejG_}2n~BDcr{Ay=t}(K zxiQq2G4z?~5mFN_vJ)w}EK*;Dhw}^O3+Kf$V`!4f36t!83(xy=X7mdBgU91#Vnu>1 z?j?V89yMNGB0GH&W!x2C!{77a`3uOMPm%I_l12OJeCoR-3ArOle1a0CB#K@2z42sA z$IAv==6$FIJC+$G;yxkcRj8W`l6!#frH_%q2KEo$3J=VWlG^b|8Mfq$da9{!)v{=j zS_YS>CHir-99pktCPdBuuhmjJp_Xa0G*V}RXTiCeH*4fnvqoyJfn&4y&F4@fwrSbX zt(B4>cuNkrQ4LOfiXQ)8o%nsDlXY#}KR_L}6>I@dj_w8z-q*?26W|LR>e4GC* z*Xdb;RRf;j6MEJN_2B4wFzO{d5*6H5!?)gnZ=u7x{fsB|A8-pVe4i4pf+zkfboRdG z^a7~`*SyL7gZN9qtig+T9q?YYfmsGEcol_iwH&_n0`*`E_j|~ip&slB#cuQlzlbOQD?viG zCrED-eZt=p$XZ5s-$UH_q*yt0m`ID^*uDqP$Cs*Fno~2wckM^(XjSmTAeS z;xoaspmca-rIz0l=Yx%zPlI`V)TjYya<8LbT|(!-M$LCwculj-NSq8g-vDcqP<+kKk!2#n+C0HPnVD>r3iGGUcs?s27LHmB)`| zx=en}d9-+rpsUP5+szRd-${Q~KfObjRn&k_vG?LNc-205*$Mnxzo2V@S1aIFg@{sMB$GI23XtM`9K-mAh z+EXez*h4=PoO+5~sr_EE%m}Y~&s#jmXWt*mK8a`Xv>)@4<0@bF0^++GMrU8(CuQ6G z`;o4 z6We0s>S25hcf+kVQ;SU)z!#CliAKqO+bCNjVny$R$K5(khAzZWKa&abRy^M41lf8N zoO(EcUSWc`!?DI6W`}Au9@66ZvMecCDxDX|rk9e@x#x@iU=s5O)PnD#)1!SI*vQe% z{?wE>sag>W*D*@{!$xVHYee^Eu5qnFvOnhgIWqU08ZEtFM6tIfO6(Ry$@m8<+1R6^ z7pxNfB^6m1YCQI8JQ`}TdX$>*c{RIs)KUy?Rb7B<*`j65)5xkcjTqrtLFiit{?f2J zir@4qumE0DbxbSzA+5}~25wmCBpED9vqPW%UMmj2@LDgP)Ju3JILG)IxB#c|YSBt9 zN7WWE2;4B;1csc@$R%6+tj=1pku}oQs9~?PMmGKfZl2S~GB7jys0J;ZYyGaFX3@yf zGa7c1fvE@iUWYZ}#N(>ZHB!y}q3<*@c3dOwbsGNr)5!2U{4HN;M2kLmWkMtAH)`26 zsX@Cyx8qjLcL-Xnm2Uo~vNKxQ6RxAL0|&eVEg#K23%s(z?>>m<>^i=&icWCq1Nar% zRT;i9r}yDpzv9hc-g|&~q0+n2tBUYnoyE^E4c?-H?}Wf}OyJI9YPVJBSFeLpXi2BW z!6-*O18QbsZewTS<;l9uQvan_uw&!@Fw4OGGjH-79Lwb^@P*oK&)1V!Q-EUs0Z==_PSE+mXd@#$h%gC!0+yoyj`^FA&t&%@Dhd!Yt zPpdx~AJ}~AJn$+PyecTb?@$AV9RRoBRb^;bZa=}l#;6%@fkWZJszJB14WIOm4nEAR z^HV&(3qKZ~s|JpGYQmsV@@n8$1=NGCvDAO?t1~&1m{sxynGSWl_8yrvM|kZh_|?js z;Xb@t@UIa(S|i8FI)#HdTEn$8=<5OCk`WDlC3A+)Q4coYi9ZgvLceOX^a;JtsL^P| zt_w;Bx85QbYg!_`0_F*~CCZ$5vSq$wAK^lLqVxwx!sbizVX{a+#$S3d9uEsz`$uL; zU1(-cyNNn1R)$u`%6aQp_CLex&X9F8OJrRdITA}_*!zNSERFdbaBD+d6nm9b_#9N| zr7GqcRI=y4D)dj4%mKG1=BZ`Jy=qB$QjH&zTCs`y->4Abk~DJMppkR&VD4J{8^z#TA)kq_Bj+W!V-?u9 zRm1)i-t)IcrY36Htq0HglN#|sw6-2NBt3%bU(vU8c9xPv`hv^p6XL5c9S5WEUX^}J zEqE4Pi}{~u=DX{6ku`lQoN67Ib!nD#ID> zSD9;hKX}yuUiIyqoUQJBn{(dbbHTRKCa(J)w+G-^@T*L?TGs#IS`J{88-2k*^md{D zmx8YT7@GRC_!f53H>5A<)DBLap46;TM!~Tg@haR(j>BE_1L0Q|o!xZ-JPUr+0Kal7 zbz`0!4eL`l*NxPA)Pp%_?)iFVov8=M;^9;1?pfegcP_PJ5zm!_Q?J0KUg8|`YTW1{ zHu1bYI#)CE(3J<^X5d!AA7IyPG%ob4!qwz4zd#)bUU_{D-@@x)?F^5KMq9^!W$`m~ zpjnMGm*YdWdmZ!68(smY&f{}e;<6Pp$=iUOd zeuZBpkjwYMWF}wc)82CCs5kS*-csfVUOnX_`Dc9S3o$Qv82w7;Cw0&H;Vtt6mzcXD zpKn7A*~h>7Gw&RLM=Agso}OL2WUWMt zdJT?sC4n4Rd{u`NnL{I|A&=dJ+vmfz(X#53WF!Y)7BypA37qWqcp?Uvbj+ zx(WRwR$6|=_mzRpUnk;ol)YXz8zirYJ|Q|*=jCXrdOn(LSG-vFs$|+Sl`MOTx^SaP z8tPOs<#QGF2)yeyxR#HaTsU+rFl+itYPr;)Cd*JQ=Rf1|Pw*`j_`q*}#wxJnWevGO z;7LEfarn-G|7pk-#eZrIM;g({)$?EqHDq^}25zsBFrJGZMGHHt5&NB-y9_S$7`}=; zJQnb{!4v5JAE@cygO6xw!<}mBe3w2Zd{4biEo-)`rEMp-YrxVk)lxmEMpxrIUZLmt zBmD#FSQ`tr^0=N`w=vGYRU;LD&{G&yi;>4(ckvyjYs89Lw}$(!dX22}q`wda_O8=N z$|vA4-`~QslJ7;hAK(FQh6cLoE(;441(&~Joi zo#Hhx#Fg5w32xLxJ!kR3>$$aP=O!?x2AoOZsA{0@pfmIdUwin>Z zf^+3i3s!??9rfTA=a2FJls(`bwO}8gmG(W?Mq952s|N1jI|RU~Vkhgsv0V7xM!fBK zuas!)HF&QEzM^hDi>Co@RW||`qbF#Mm!XDd8_0ZopKEP}D;U}F>4aoCt3(&h3!m)TQ zDT`W>`mqGRmf<`)7ur@&9JOFRo`yG=i>4mzq(^AHh8~aqJv{)dT8y^-EOp@l_EG$S zw;`N9;AVP)ePkx1S=FVIAG2j1-ZJ)0jIl>G&;y?dSu*UI*!mxM)hav;ZJu)VHZSt| z;ZmX=3@WzL7eQmPA)X)Wv=d@@v;$!@oMC`=+w zgvrsh;Zk~*JiDX__B2OG(pefY}oz0!G6A^-;gBQ&l07RnmQvTJl`MiWo5B0XWywUI z7Pw;v?sR7J`+tVVtHA@fj5Rzb1McGk=Sc$N)EhKnh7T1hsK?Hrp;331eMk>rfm)V6 zsAiT+jc-pa?yJD0WUxu87N6TW9KauEwK%w_$$XovUlR({(!Uiii z1GMaNwCo4l4Sp%%ScM$L_^XsJ;e{yr|F!u>Fl&&b|9NV=a(oWx@Ws5(2D~cf8kSvX zmYo-S`0SL_p4RpM!w3qDaF9^$re7W0GTH*~1LB{dvN$7>$&vOsDGR$q@DNp|9m5R+s4$X5hVIXV*9$QM)2P(SC#09_o+2HfuE1b1lG(l~Gek~&6e8~HL#6mfd<@irL!X4nCGT(Z_>-R{RW{Q$wG@#BQGTqbp?VpP#r!YobTF{7e26k|xVWo&vP>(sp z8SxJp;f(l2M>t+2Uk1ENnrfD*e^ASnk-N7AZ+cxkJ>__*ZBCGEw5hBmiRgFe?#Xbf z0&2k0B<5e4)$w9C^s5QX%*4}2Cim}taz+=KWn@j9D4#OXql{&@ZLFLLF_K?QK36r~ z)oCI{l0&eA|l89IpduXT+bI`J0L(BS5B}WES%u1@n zWd^*;m*268zTr}}96*nEEmq6ut7>*_sliFG%+&{5T#T>j! z5{gxF;0=`&y|0qG{VFnURCtBpg?3=o9ct+a2b;K7qZfD<2mU0e*~6fgJ&Puf;RXC1 zJU14rmKN}^FpbaVwG=S1DVIJ&5#N=+rx6@JK971b7ru8|!we~X#ajA_^b@ML_Ps7u;%%AK82_;Sv26y*&p0b3Zt; z5PVue-IWVQfFn8Znjsan7Fd=1AlgtQTJ{8d3w$cB;XJTu1zOd0d(GTs z-17Jf4c=~YhA@}8=u+@16Mj|rGBbws2(RylgTb*<#_>8_n#|C$WM_Fzfiv0678h&$ z?qp+KA3>Ans3u>lf!Er>v@tDO7WHEb*p}-#o81}US3RDH%V=Ld;MEFz3)F(g!7C^F zgO(j(mYl2>^sB4*7tYZSG+n~~?tx}S9z$*``zFAuv}m%f9;6N|ornL6ee}%WWY~C! zi$58C>)Ann5Ut&wEK$6o_B|XSUSileSqrA-fKj`=*$3?{TJ)=R=QWY32od=^Ofc~5Hel+bUgRD7DmWzsf&zD8^Sd%T2Wfb*4M!EDvtc>KE*vkgD z8jQoEW|mX%qv~z((sOe>v!-V0SQ;-j=i_A)J;R{uX7*La@&A33m^x#n-Vgn1MyxD#h?V5`$?y9`WX+&KDys~# z#}og3R}5JnG318Bp&V3Xo~XzNQQ_B9k%_I6RV!5DP^6M|wP3|(Jm0HgE>9(1Q{g^Z zHC}jl4Oox__i0;6-SsGS<3n(<9JTajspaA$@R!waoQL6FdE9>-d;{akIIoB!gU1a| zP``1T96@b)H}%{fD)LcP^k-FM?WyDnHEI?3)XZ(+<0{z^rV=YBxSu^3>kA(=Q@PPNdotf0PJm6p!uht4O z9IU@b`}&P~5-!#bjt%~aCjwlvCd<_8arAaHEZZ^o*j#k0G_q&FtDt(k4qb4pVLVw{ zW_6e&JW@%IaFAQQJA32FK7N(VzN6gQvtt6U)i@fv$4+qS5V{rmRr)1naRTtP=X*#O z+3iPFp7>M zW2mInhRW8zLh%8FfzM&=SqqnS&xSLLL``UpU?w#}3RRJ^yPO%q(MWN`+rIQ&yrOsD z6MYOH!ynPIqnLb|KVs0D4fp{Kk{TxD*SDHHb2u4%XzQQ62W+sps1jSSZtxcsS+pv#<0#^OFC6OlCn|}CBL%>h zI>4s0nErQu4Z#V)|IgjIB~SMwH^mv1v?6)(E`N z1OD{{=Qpb)m+LmZt&*ezDyiA3l8RkmU#m(SoA^7o!NsaL|2=S#&kkw?&n(9wup3;? z1-tqK!7XabMPE}R2B71=uVJ5z7A~n3Eqy|d<2pR;cwy-gu6dMN@H6^=H?Us=ef`X> zWcB@xca-cK+qGo&eN2ClTCnV1W^qdJGxRen7zW3I`?$fU2EZ7Po8c_MV8j}D3s_~z z%^TZ9Z*T*%FJOoAI`!O-9Gq)Uzc55kMg!Vbhci0SEOaFo^l%-VMuFx9=9F47ugrTw zex;VY1ZM-wGQqeu@Xa!7Q}q-2{10Fh7->5O&e@_zIiZ=kqMv)?t)d2Wy^qHabBkVO zUkD!YeTuh$Tid}b@XEx|{yyLHJ@Bf9&*t!I<+Y<=)k(f1JgfT>KKI{w|392((cg9O zB!BX<%wWzkYCmeju`;mgEpo8B-DId0oO*}+ncZYJyg|-Kp&Cp$sB@FcSvwVPR-5PE`Jz2(xdH*~1zW z`O8u?E1v;>*-HsDr$>`V2FkgFRbL`yBGG?L-oL=KCB9W&2GNlAZ{xVnQ?Z$^vB zEk=$XixCfeSHt)-2Yxn)VTs71&qa3JXO!ku;MD?lLd=enRB);|)hyG_(jR<=SwGu& za$L+(6h=n!p*XZgGy7WNCD$A;H5cGq4<|_dqX{xzkpM1G_ch`zofXea2)W94Fn_bq zEUn!4*vo$ByUk)4iWBSg=nJ275y5p?FD*@V|lfb(p)N$54Z>crw9s?H=R5F8O6&z`+UL{L! zhF|@xgu^JsrVv~zRk9;PiH8&H8UUlVD#-;=%8_+S*b!mhz76VX=S34ad0u*>EHsZ6|Q9_*v zzbdZbv)|%%zL)I|bhcVJAoZauxMlIT+kVQq$HBi2-p6guY5uk|VA=Oz9oUtMrZooF z3Inq`mr(mX2ET%5DXYOD@XNA8ESKk!R)KBnssCQYW4Z;rf`_^6pUf>y`VrlWy08IV zt2zcwwF*wPnL3bs_sR+QRv`Vr$I;f`#^e4yUQzs3mY$#yuhm8B!2CYES9h{2HOXDp zRFcuxg_r$DcWIspHhIk>V+gO+V`%PRR$~_#qt+g>hCTFaiaqGhdB}PAmDQTb9jTe% zm2C>SSMA*TdrKyGwc~g8IA=45^Q#X&Y+spfNB+WgKlX_EOG-0YF*@=W-UyJqTLUHa zHTrvMyq5hk5Don<2XLr|&;WCPM z;hJrPSSLkDW*u{bgY1#XWHyr9@>7hA#~YX} zHQ?tJ38@hJT;$2z5-S0RW97hYaguX2PP)E0vG;4YS(**;;+Dd!jUs{HTD$~!#iO&wvs1wgAB-cDjs2)@%-<}J6XU0GWNedN z`l4B;{2ceM$IB35lDyYq+0nrFI7~hI3O@T)Mpk%N-^rd zA%CURWhj{`QQ~g^kAjrULW60Gl;X2o$qpJ`2gi2rQp(7Xk{J-CoIk{Sk16G1w^Gjh zrj%iLn*M*h|C&-te&_ucm9m&4mGc{Z(Gn<%7p4YF;VH>FdKf=2(kKA^2b{FQHmrZ33=O!{wr^C1KUj^-E z2gPr2Epq!h$h*oNC-Z6!8qz~>8)`SD4K-E_IuNy&^{Z&uXxYVkcn+UH|CjvEKLW?z zgvUGu_LwH|%A&<5rGgjf^zXo!Byg&jV+4+51@2VS(@TYix!es8f^+rV!u$Cgi7cm=O&zlq)<+LaGpEw{(;Fwh&cc(OW% zd5r%mms)V+c08igfi>gI5bBs=HqaL=Am6=~oa9~}-^DKHh2+L;LBB$~s{0zv9naMS zyPXF-EqhU^2RE~KkUd^&ZYKYjT+y6o$rB|+qg%0CaBQJ3`+3o=!qM2@^%Gn4^{!Tb@>>G<0Q%?^~&J%Lgd!QST6K~h2e zXYp4J-WMV*WL!0)u`hm$Tt2HXvUI~_q$iBr{BZWguoo4anhs6{ZH^$=)RFMg}J*k#ds_Sqhy^i8tpGyjxURm){`9m2D!G?z}_%}l%`V)wlfbyrh3ae zv66PkBooh?@rvMG_|Z(Bty%0=f-$Bz_Tk2fBf5JNcvic^grCjCEJYmkj~N}$ES2-j zVu}Nw#4KZ7arDr@yd*REd~xF75GP^Jn56okNtD5HWLd;6^F;1Kv=Qkq2hgfm6J0dR<8$ zObNGBvUiH#_@_!{Ta@_fIS(w`Pi@x9;YMB70KQ%A9~TtHidM6T~2o>rRjHt zRE{XvE2_kYszh^A%F)?e`*9^YBK6`Ku2syj@ONZXP5vEa{9O*4z%zK- z`4_;&SHbJ8U>@JI`6O5kp4A7y|KNkEL*Om?+lgDis?GQ>?q*)6M$3Pz%nRY!x4V%! z!i9S2AUDS~k6n$!u00X$ungmuvfd?FAU`&e= zoVt~B{=;()XhyTpn!qhPHCa^fs<9im_CI{ijXcMBMtGK^9oGlTQm7-F+`yH2o1c)P(nuMY948zKHXx z=_$TPPSzL9BA(~Gsq_NT+I!$tqnY5;v-sS%!?C_W!l4xC~~oXa3Oi$yvdId;Rd_ z_~DcBm*dO`cKqZo>3IRtNd7{3MxY!x5hz{JK~i!sNURp3SN#wyuFMAZb%%({XCX56 zZ}xWmMDFpyFsU*!&)ga=JAxvpxgw;gKjPncn<+1n!*GZ_^bYu|;-e&FIXUjNQF3i8 zO2&Mm$x(@xLFz!KT`}TL&#h`TS`fa05pu6;n%MUcW@O(G^MZ@f*Q?|3q)qauoG;?| z=S1DtORmgk@Sizwq?|Zut~W`U9=*xO1fH5?bafp0k8%I*Lmm5@#}`cOWMWp@E{+_Y zIO(ZGTL;^`#$&}X!^B=ud{+bPXH~|@a5kTj#C!8hGQJOfWfu!3ft}?>dJaaiGs!%C z&?rs+G0Gtu@FfJyxEJmb5AV=|U+@^KMDFukZ;Db@rGq5`HgLG}T7H}o-;h#LJi)dw zrPu{1#eNCrJqIrNfh)Y08_auRlv2R`DT}$@LvXWXrFe0@HN0mT_|te3HC(#_zn4Nv zxb3Y~khQ8{$C!dSQiWW4T0zd8f*oiIGVr+ns)D|$f?k$F=3G>uH!Gz6M!vff*XDbb z+Vs6o97c)8+@a<>8u|~*+z%yEoM>L(C zJT~Q%y9!%V=@G)O+Q?}zy~Pfo+vyGB!7Ay4XIY_}hoYlLpu0am=_PQz1B{^7b6m{r zdVc4-(6qoPwVOVcuYa<0N0QzQGOQ`s#El?~zSna|)Bua&7IOg3%`m%?e(eor&Y{8xlTFN&0P zUqni?hJ35+C^&7Dq?{!W`JQMrX>vO8g?F_@i^EO$m?~nV==zHRedc!QseB;j| zf_RPh+B%!W3XW8n!p@5OO)~NTTKy98-_M)y55vKpGKohCGl|7yEze|z8hpyAHA&F3 zCdpaBXBL|1?Qut z2Sp(}K2%8bA%(bop&*M-AvPxzc&rt8C>7$>2(Ikp{2dDR#Dgi#3fa$l1Kw9Ko1u{F zyk{Ieze1*ORfush*N;|^m!ptWAB9{~C}hH!=Xq{U z1n=|aTD+DJtB`i#9I#CJf4%T6g< ze^a2JDCBA%-+}LS{0Q#{BZq!eNCAI$Ew!gIREb^#XM=xT`w5IqR!Ltcct!8B{1Bc8 zUp!=WcpL7(k6*%U&d*vIV8*&?H~D@latODOZ*#-sZZ9i$JPd8rfS=&Ms=+V%5}MZQ zWV!RW{O(!e@*>$WXju06+&$n}P5(g$Uq~;n4(*#hUr7j@CzAT_el(#{u;p#|3UyW~ zSfxA$_Ur)%wty>OMyG&H@S-bI!5CZc!g^Axs)Tl5lrI4pU`Rq(iq z+rXGb3AYFw{1b`*HB4Wcq^Cp=<8te7>X4 zd|os2-BQ3lIG80r-l_C*D~I0UEA$gT;-OU?Mu+E*p=G+oVyIwFe`Y1 z`jEW#x+L~YtVYM$h>k@~*i*^O^RCG}nSA!+q%@$r-_3rBmpx^|-b?mZdx`a2Z#-V! zvf=?BDY@u_2beuw=gGQaR&ZlC^UVqVl1W}nuOUFrA7NM5yg(`08z^3ItKq#tGRSP8 z-?3mkpCNJpkClCVsMP!%DtfOlX^9{^^mv$z?F&aIia_s(VBa3~Up+f<0xfwfQ8K6p zqaJ}vy+Pe)8zX70(bDiOSyy+*i0NpISS=toW)_W$?!daA1+^; zWCMIkN&Pq7$}GvhnIvE#oa!7H@C zXybjeIkp&O-KgN5Vjsnrf&B{xe3AxshB(nv0(WNed;i!8&D2Rcxm`BuBopIK=!)PG zcv13zLV6xjh+l?6tdqf*NU#hnsdiKF-yJyS4}QgQA6&6n04}Xn$k8XjmQ@ON^eLob zC0O&I0w1V?tSSW=#tQOZ!Hl1snBj9GAIyo}hEDidoaDfe6WQfXlK;1p6y2y`cbF62 zS|=HF1mnOmmtZ*7{R%1Cppe2XVCg=EWPztsJGk~)o(Ch3f2WX)uX*jTLe{*)=T`7} z8x`V|1D{)_Ad8CUE5Srw%L2=~t|?>;ygQezloco7W@z>W@1pCe@TivKO&!N)kH2-W zM}r@P`J8;_hRA%d*{K7!$o=|&`R5qsaJJ%YP*VTBiBFW;&*~3maeDAI^rBr|2ETmS zm9w4wIN(+3N%CZFrAK!oUIr&u30j2)-svhPu*6kAsj=I_SuSpy^pZE!!@1CgO2I2- z6_@~zaZ3Z+z>$m8gBe!f654$ZeZeuX$q`&?1ApAW9zFQg1vVMMux?9z$dP+DI0Dbg z0ON9|fPe6>bozW4a&VJ{-%0U(|Mj%&U2L zMVWK11hPn=+(9jP&Vl^BL(B$h@h!X(BS)v1(P8Na zMp>9`v`AmIMH(NBm7S-+tT}O#+Zrcc&&Nv}p7kYU#H4*|#dncFUo$}>KOozx84o*W znU{^+Xq#C1{nx)Gvi%%0dh?kRyp$*{f3qv~tz^7Gc}WN&>eQrgJQ3r}z^8w`6{q;oF&5y7e8 zFq@Q(#4BddBSYiI0<%zJEAB3$@6~FlVz%B z7r9+%nn&)2D%bCBxo)Pf1LA~7gjrRv@(*Nc$-s42S9*qfHJg%os=K9@w zIXX`->g9ULdRos+1&?jyJ$Wo0-0VN07h{W_OdX!fdv%VbE_4BV#=yDs=vZK1Wj=UY zH%a!x6C*!_)4hlGRXd59ok??8qq#M7w%`T@z&W1)uk2wu`-l^a-0s;%lHbG#Js{ z@i>%q;6qTteHQY2z8PF91Y4-7@{6ZQZyEY|J=|*tJc`FkA4Pk*8{PxH<>JH21+Q*^ zIVoU|4SwXHhcAIMT>)TA;IKYruk*}0@JYo1i(KGb{+Hoi_(fasR}}Y zoFUqHj?9?f;9D+%^!cd==LPaNh}pp!G_9Yh6NlK5LtU6Rg;|^!{Ozlld9Ikr-Xb(D z=5m_YjdRc$uPF1*SFhu1$cAH04k7a-1pPZy8aIaFc?y$?hsn2sTQx-7LpE8aXK&($1Zi#7 zvGYWS-%=-TTXb@Kn@$32baL`59iDz2xlHh%N5B?vt7`{XRjwyPNiQ4M=-D|3{%iod zxU5~Rm)Xzg$)DDff1sC|3hv*oXEy3V|VQu$KlFPZ1$Zee@1C!xc zdG2^W+-23Bcu#Bbo;u+v!`IsU;jp(MqYfP_oO!}BFFA*|VUYaM(hzTH`i`vBg;OOh z#E0xF_DZi~7wXGk6&W(+PvR5h6ugMX{d;^^e}iLgaF|f=X#z8TSA5yoh*#<^boV;y zLb%b;VsszyDD`1#t_R^&^EvRBp%>sx;8xEzbapsax`0b)R&_VvXJAV(m}2KdCAWc7 z;D{rShjMa~sr#ri`#9}0z!b2o0q$i4hf2Yz_V1V_#6Ri)UK%=iuakJSz5zpzfq@^x z*FNF<9mX^NCHQt8T!X`1wBr?6m_SNVJKU%{_B#xN%s!9Hi|!H$j03BJUR zoEr9beS!W?e#{mPntNOzyD`Bi<_9l*0@peQhJ6(%!Pf%OD)EZu!L7*a(_fh>_2KNB zcme$i&3$o35c)bhp6L%3FAWi={t$7kC$Bv!Opdcpf~~}IQV}7G*)gBUPQix9Bk_|* ziieOJ3b#tm!)tYp9bJz`OJP?uehzf2KTP7WGDdv*V%X^fw>oB)!a$2GEVM8~i_gjs zE1~b=VF-!Cvm1vOH(m}?4<_oY%z}eie_7=;*$d@o6VOoLCh!x=138Y5Y3-26{wy%z z68Lgo61ristoVuyhT2&YK8W8c7TxNFS@gE)1>Tt~ebjF!)9@7F-wYlHZ?Ysx=qhHR zm5GvqKdQV&z%MeCCnd_^KiGZRB;<@U*YlT9=O!{YOHPaxp2g=mjs>Ig;Y@FeY{l#4 zIuozgJTP>xO~!eHNj-Sjxh$F?aux5Y>v?>l<7`rn|H5Z5L54E;nc~1EU!BYuuM;mF z$CDGJV-8R!sVjBjx9?XTFrc7a|bh&R!=l6<|NxZW&ZtM5;<}TJ7}gzZzg%p4dl_EV21EC_2BJf zF;M%3z6Y;5?n_S<{Q3f&{S>`HIMrxp{N^LT0b)S!g`_Y?*z&U%5 zFLNHc{Ovs7j9+3p`qm_{ka}=5Tq+rivge5|0Fy3)P4qt+qFag}-JGsLFN7qpgeuF0eJKy&f_>u>;9^9(juBW3-xvhq4Z3Mr{ z;97fzHL9|Y@i4TaQ?-L>KcdC|38qp1RrruCY9!O$UjJ>uR|QTvwJ=9`jQf7T%W$0> z26$DsiX4U+0pf$_D*aA&P~1zN3>>QwKZDa3XztA5q^g+{#M^!lp4GT=c=zDZPsoq? zg`B?efs$$jua*YN+I8%p-$d@!7Ir)zAy<^zuqv5cQFeK4{S^J3K4Cq+hV&u>87>B? zTookOE(b~4qs%%B_29`6@?1jM+r%!^_rkSF0l#mXu# zybJr{;K}wKGVwC|M!a0S*UIj0tIUs2kaJc1j=Pd;^^6T&f?nWKyyB;rxk*JE>Q5AP zD>d93$@mav$@&8LRpu<&_zvfO`gsA#c;tP;X!sK!mIplA*+E*iQ~t$a`T{8F2AiMdsjgC%gOCqbaLbY9T{&rseKy^`&cKdj_a7e)REDxWA;xc#jQHo(xQ{2aI(lN zI&$=R?j>;OZ?MNnFFqG^V)zgY0|}CbfQtm4hx-(h}Oy0DO@J&r1?Rf14hny zM<*$#IAG+mTj5s0@HH@R2%fh-2cA`|m;Bv&G;=uK&w5Ek<4SZ!e*(YiZh&o_@VQUn zY5&vX7lhBf!dapxLznv1LVdYFFO4N!Kgi?Mu>Lo}u_&~xHPn)DEE}4=|5Nla+ug}n z!;5vtWIQ`~Oot{jqsAN(JZsTdavh#z9y*OI95R+~+(*{w0y0Q<(=&XQ{W;7KW-g;o z`0uc0Rr~;$wceMkPkinLaIPje7Wn0T1YY%xFCIQ$DdDzbBz4&)cno-ziYC=R0o?fo z?sIB*p2iVBx(WQMhi~;{Q!}Oy>qmWfK$rCn`_)b8PIg_X%7$JAMg=b##;bg=YA6ca z0;}Aq2g@Dsg7V(}aHz(QhUa(eSq+BQ;ZS9K{u|6Hat66=-&4^Eb`|nGe|VU~6>g8` zefcg<;OYtLz~tAsY~s7Yt+ou(7ld0Gr{iNsrz)fGH~0`I7e4|zRq|WR)zJIPN2_u{ zS0DI{IuWe0>*^WyoCfN@{Lty_@dKk$@h;fwz~`s|-=rtljNXpM?xJQUFq#Z^A2ceo zt1UCh8ckv!#bPiEj+MVDKn4rpSg$kl+{_GN8-2n*$iD)+7R+WICl6mk9XtzfLpyqw z9~!)405xGc*v0H~{=3XR<9Q#!KKjgc%oBb@fABYs8UNMu271)+tf%2te+1!^43^x4 z5OQ+ZEujpP)d#}xzJ<$;UEyLdF(ZiQYIaJb^nM*l);Cz?W|UsM>`gxz<@ix{HT$qj zu-XJCX8&nhj2yWVBboFDSG){n;kh!8Ad@}LBAKNY88<2x4#_S)eC!#Sar`|di|^TZ z{?5mfwZ=Y)_pN9V39^{q^ZCr&bS-6$b=oBM1bJ29 z&Nv$}R zXyFQ4c()df6>Le-kzoWTWexK$53VO>fKPL|kLz2WfuB96BZEgL)!>n~4E)K}$<9=r zl*Q}t8-Z_To(Dd8Pt@VT<#Uc|$*0ruZ=0IXqGN}uj$Rz^e}r1~xQ+~J-hZTC4#D5- zHDrNJFQs5k5&Bx`^Lm*B_wwPge-pJTIHUld>I?PkV4-%L4?clW&Ai@wlwLNu@fi5$ z!|QX`4r^#NEqbZ=9nH?4J^?l5{xj%c_%htrfmv_kExU#%3vYbqF1-7rnB`u~tTY)C z^T^+tbJUaFS?u1(BZIk%y=Ua7t|!mWFPQwRD)vdolPgnCkMLVG_rLJFpY@T-fABaM z*f)W;Wq#aO=EK2~x3VV(+{&?n6<|XTTGYS~aGDlsLomcxk2VEfnBYG3@T{_Mv}|g; zPPmmnx_2hnQwUy_f?IaZw2;S_B=Hz{R(LP?G>5v){@f|>Flt4+Chy1dUE0B_1AhFy z2b*@loj5sQl{@F4{gi`a;FaNRKk;cMkLDEM>%E7Z*@CpxT&JSSPU+jH$!JnXGZW+At z51|*BGF_@N@rD+lW6=xDVLs611X$LC*8Uq=4S(Qc7zakVu?J@gcoo3hAhS3wvE=j3 z8mGuf@)>+A?3`dXPGKRl&u?>i6#g{|oC2?cGnmT(uMReF*gd$_ zf_F5B`JB3$;(i$&YdSN8WVm1Z$-o|lAj!TM#Gcwnna`*7IL?uX9qcv}Q} z9fos`%d#S+flT(B_(S2P&DN8u02B6Z-|pwwe_q9v{T8!#0NJnaS-i z%aU_k`Yc%b5sI(5D8NDA$`G# zHtAT8Ui~Zm!A!VM0{IK!=;&W2Nu3qnR4!i4B5>;qW?|0aPw+{W9<=kV&m@ZVWjqD{ z+9a>RCLSd=^ikg97jWkk`1B%pgO0zR+?Nb6=y(8o41Z4m-)zim4CiUNJxKkzoLbPG zo}dDLS5F_{fduAY!KWB-4cw|MhHw4A_iO`aZDd_35~P;rtf)bYyB^QHKW8@A*RVs; zQH$?hg9lb4J)ByO<0Xxp8Ksp?leA*>)XE~!%8`694gNLfj8^tt)r!|OEt;-Y3V+v1 z%WqmK=+jCmw;M*Ie@z9i9Kk4OofsqFNSCy-zLod;T+6N~tt{#0waq-gQY!&qqC>70 z&l;F`MN9SwyevT{eqdZqsg8X_I=Q$Pu0>61{6U8YhFb9tun+9<9*_P$0gmO2o;C(d zf{SfI13T&q7n?R*pAOyBNhw@S|A9`_9pGg*H7HtHg*$a+1a&I^B5Yao9`}NO@T}Ey z(c|eEju@cV8Hg|9VfM_g10BhO-%B3zEb{!6 z;8hNLe)h5B{)4H~Hx(}f-uFRfb=nirwz8RjuJV!8PO!|Gn$e$r;bUMIc-0yOj=ag~ zX5Mc*b=qol^QByW5)63>+@K!wK|4BuzEuZK)lrZ2z{Bi4#U8ZwV$MQ%kA3E_@lJRS ze5%a=zM;owY2ZA(&b}YD=tnrxaWttWu#wMeFQx7St1`f-WbnzGGsJao>cGNxdCyjA zO*r0-9yBg$!DZm-Y4rNs0Nxv1Y=y(6JcBN_o%=qbM!X2u!fVy-2^K}*vBIz5l*(=| zFe^KY{$L@qHapR*KIHyW_(6YzbNx+SI2LZDz+)B6C0OOK671RlW|dI~Hn8XGbLMWo zqc)@-bZJM^`V1U9Ool@%c@1!`LU638pZn3^d#D$i(YDfY54t{q537Ot5dFR9)?q!X z<9<9?FT=CQlvxYMa&@LR7{abpbocaKcpW~#|BfHaCxrRurT7_kvx9JGCOe@FGG_-I z%Yj`Jj|Jh=3qlVMmg8je`JWFJpXxB?GsxuI9*zzY!JGoxl{5LqnlG~}<4w$VPzyGiWbq86#_B+2}4>cNxD#(-Bv3z8(bFHw45Op=tFiOlMXG+zgkz&bZ0uh-cm&1%D6hu#Es zEun@>-;*E(+u?Doa3U~g%M;Xd==}T8`4{rMtJI4=Zi&)%dm{6j%>DExNM8$e-FtW~ z7ABDMnIMPegLm{Z=Wt)=@pxwLt+JpQKYp>5oiOB~&W)FSm*eE{$8l0xrD4aE1|3|( z&HxSbQW}}PS;Jm9jht-J;Ct7IQ=f*6XRYK};Xuo%8#id#Ev1#J=d_Z(Q7geOYbAB7 zmfhlTu_CRkenZQS8*qsGGM?8;UxrpH;clC_G-PWf@s;Yr0{@~mta(f)X>hg?oL+dF_66>zCs0{H{g|&4Qz87ze%4ZpZsC4v)>`oG z%mHfE`eA*{USlqT>#gUplVISP6Y#`q=yLQDZla|XgITNA!_7{hmEr4HhHoQpCp!Lj zlcYG6X?c~Xl_!x7PyC;+HPgX@bSz2e{TCtvFvyjicj@)J`YRfql?n&Sfn${nV^%h}Q4EiAQKJ)qReJQRd~m3ZdeL9{uxSda*aKR_^3BfMy*W_iLrCz+k^IVwAp+@XjjyLNyybTBF74`*47dn;=@8~k> zLH7!{7Q3DG?3mEwZ`ha=$jmT1p3&UXPlHug17(~a+-eD!wF55}`jrWf`x!E2j{2fq zu^XrQN)UOMXzkCiYtR@b`B`D?M+uYmr^3bNLB7>{;FUE}GMgf05S=~Th230_8{v~i ziM)fXn5t+zX3?UEGx2ZS#NQEUVK?OZYv1GhS{oCz$a#d*=^YrRBB+>7K)W!HNWNMh`l=lNt<-$r;{M4S%Y+ zkR<&V@rT}#jE5mfTt+5|PevkH8;R%v^bbG6OHgi;OOE&m@Neb5l^`R&Veass1Uv}T zaMfr_mIN8+1*e(?XL=+-Hcd&8SiGqf2??_5T!P$unYo`BbgT^`15Z*1?n)5bdc5|r z^ajABbe@|9W<}mf{YUNBSR3 z{VduNrY5)JW$TE&p9O+-^Uwk(A4P*6)0_Rx4{0!L)T+`cPVF z8qhKmsw3Bunvptj5d5;iyE4MyTGXZU#_42;8glR-tz5dPm2tPizh>|pp6_tCj-BH= zX47>1eFvAQG5x{4O^bExF4BqPdL7w6Iw_>q?EFnX|jB+$kx(a{`p(8ZphC$J9R*cSA%3Oo&VKf`z2_Y;mzsbBl%Y$WM7fl=d_c3I>*4SU%)H8SWeT~OMf>U z>q)X@-e9JXEaZ#el>uLaJ-fYn4;-t9{vdvao4(9DCxKIs&18lYKZC{~!7B`M34goO z^dRYfJxF?)$2p-2VNQc=hSX45uSIJoH>Qrv}F z5_2)<@t$j$S-ZaP#gp|Lxd`-4Ia2%n?TPcUKXEsf(zNnnKIc%(^IxRK+@h7mjqtqBwBqxF zR{Vd`N`5PN$8!~5Qfq=^n-+j^r?ku-f~9D1<|R7mDAv(mL4W&2CkyCzT2rVY(ZQFaDSI()%JNiC4Jp8Ji`mm$}yn<7e`~}w0E9?nI$3nl_itfI#fI6^l7_TyaCbPj6 zoywoAzB|yZ;8$s7WQ~$76AE6nnBZ3{10{o969WU}HW-+5W-jMU)=V*PpNV&p9XZs3 zrj5+xuy0~jFx+Z)kQmuPzkY0pY$fw5k!-$9b`0KR2Ts=faH+nI=DsCD&fFKttZk%Z z#Mx&BsRuuglDsACkoe9hjuV&{EQyBCFzb9XT27|ozbfX8j1iyI7};4BBW}OLvu-!j zi!!4FSm0I`$-(EovmurYR+vA2=q@;!TL@SHo3NRpj5$-qKePqE>DpNO~I1$`+gL7aZJO80&^ z&u{2R%uUxVNZ{YERn~rLl}Zn*SeNlxccYK{+6mUZ8DSDertulIXycnqWoaVznaAgArI1=P-H1-M7`=@;v+oP7I8)2scn96=vR1ZFpg#a-^M9QF0rg`k z9*X&6@sNRA?qF8MAv_r)CP^bcuF=$mz04pQo0-}9n>-tG9OliN%-?3RvwoS(?-f~t zogVC+U?*c4yLgOVXeDI5qh&RJgg*=YT^)-5opU6YjKA;M1D1-eb&$*~e=@Q*b4Jq} zycS``3%F{W$oxhv)31W_%xR z_9GbRh&JVo*D8|QFA1!gM=vnbUlPGA|1xk2Kf^+5!m2*>cYF*^lhN11;ZO7iyV0=9 z!L8FzfJM)e>;BrXj^zla3Oxh1{fu7agswh`30K>2Z?F-6d&^3E43FR!eU*Cfe`H_b zYcO2GLkhn-;z#W#aI5?AWUT|MJ|GYI@(d}Y9_*kV9Q`6X);EFdWhEDRC3scBYz|s` z=q(2Rh8d({t$|EygQTRe(|KgD)NBuyoNM?+mxM?wvxA+th4KF*4Bt{XS>fT#21dxi zs7Pi&*wyuHq+GIR^W8~)=wzcb&?9Vq&q#07DAnd@IanP{T^udtbI{(a$Ugqp#C%SS zY<(eyS(q4hY?vkRhFOl|Ysi`&D~*Np3U49r_|-T`aV4Amk2vWir+xeScsV|bov3@P z>{&~Y(%Ci{jh|pmMWP&qODP;Z@li6Qyd2Fpp*v=Nafz=;vt~ zyr$sO$!DqIlB{wt#43%<{A^u^m);6bx{rCEN_4Zm@e+9njEc5RYhM=ycgQ+fx7=poo=jV>3(lFdlHTMAa$;>bf} zhlXn`eNYP-%xbx|SuKW*YO*$Bso+*_a4uJkB>$#nKeSpd9#+ftH#oc1%)F>&O_^G*zNuz^2^jdZT4G0P zq+)_bQnj4hHL@Uu_gSKm@TWBFWJNoB28?`>&w8tT!V)T&P7=oJKOB^FHUhPyQ#)XJKl;bm?*^0IZ} zQbcWtCO;c}KHH2pHXHBP5j~kK%=|Rq$x^w?rKjD=&m`M{`NEB%WP3d|Sz5oGEGDCe zta^j2<$khK=aQ9mkzLq#u)FNI7jwDn|60SI*sW8f|2X>#!>JK#yroPDUOkN${yeo| zGV?o!d_)_ASL=W;eJ*-@aI3O5^sG9(54CtrKLyKv=P@{z)&>qOL7#ex-d!HIUj(ai zsR6;F;|N@>mH==W9gA7QWdUT$q~LWYtD$5q`F(gtyV2X-{+%It)5z{ygm(2dIu>4rwop9o zkKkc=jhSb5PL#1Pbtjp~yi* zZ8k~d87}8j8=j3J%fl>}d+=lxTV(rK@~*OC#gB{z^OWH%nVz*|UbWlz4U#7c?^#i4 zm0aq<+C4Veo{I-_9r>XtNs>5&dB1n*5tb*htAbi^4SuLG@*k$Yta}yWQ$^DO-QU1)mr5E0SkW@VkLJep4c;7?unHZ zCr$!r5%h5Eo1#ntSQ00&dmvMNAL{*syu3pM;tEgQ4cVtQ9C6~}o$ zaP2UcCwb2!*ZB_MT|XE&8a`&Y1s--;ExEU9q$7~JF&VzLoPNM|>eT=7SPNKrUV~Rp zgYOe<>>51qC!SZM;XCu3do<)OQ_E6=x^tgvGuSr(F2dE0B%!(GP-j-5w^1*)y3oU% zrIS!J`$J9WUIRL~AYS}u;aFGkel0`KI)%rJIchaI4kf$cT6jrI9-NHUKu+oJWSH7K zL|f@Wwwb5c?(*c{GkK&5Xj!}1<9ZGsJh)XyeONugTjsCv7PlU6>V>It`n#!;hlbT~ zjJ{z4Gtls;`PY5P1%+>cT~*ce4Z$l{{92Xxv(n&PX_LXKIQUgEI{KaPq&a9_aITW2 z9Pq0S{&dlfSG(b871Vy*t_Q1%z$qX5VpVn>rSLMP^^Y*&y=$g5~5l!Ez~@tiJXTe7KEonbROJ0;oZhmf( zmgO<*Y>p9kf{We1X6|{ZMRtB>5rro;;S#bMw#16!+gQ0694DE-*yo_}j+(8Kh@LdA z4Zo$okey3L=Q=zKo0H_4Taq0972O?9RrDpqE-)zokHeXJhb&OviJi9YTZ8i#j*d7*7_ zyic55j*r8i6VDFMIBCP5zxrYJPlLH$E`er*BaIM%fPMA)Z`ZPdC#lmQWc-ceU9)puP6;UCGas$d#OfB!Jq(YNZWhh z5dF*}x$v+M4PFGbv^#3>xND@GdUpT48fM3M?mN_}9pKn?-p8Llcwzs!zw+q2F!35P7*US)aAZpg*`+LS3Caq5OSh3s0+zUbv#D~ zbR63IE@pRbl4rl%Q%?7JqS@ec*yAPZ-RT*^u}Z+J6EC2_kC`e1PfW!hGF7Tr~WmZuAYO!L0(prn%I4 zne_S|^<#%H*EiE!q-HDvpNhe%N;_UXkA8)&wd@04^D(}Kb8xK5cp>QP)znf4Qv2C6 z6dd3|8~y#+uR!e<1%|+*+!w*Cz^JBm;M7KZQZM02KsWbCKQEub%rcl{uOaQT*}0tb zH^C|D!Nw!#^rzuh=!4%EQKs1HxT%Ql+0gsUxtZ{;oHy$kR+)SzP>=JU_P zw?^S}52f$7n4Nspc};)xYqqo1A`p?f<~3 zxP1c;!&Y>5m)n`YSpZh$vNM$ocO(75(7kv@nS<`WKtA%Ha4&LZx>ljR*W(rak=#)i z{8zEy)C=VIF+b=K%WZXSQnbToJcPFRM5-l|^lhrVq zoj5O;@cG2Z;>s9lHkqa4eSDEdlK%ft_$xx%fML z>6LgnWQiw#030NJiUQy7O4Sat9Rqozs`P)$C%@`(mS||`c`F;!(C=+1&Qc4bQ8Oh3h48f2LZtf{hF41sDRT2_xWH^TDIXHDW|l zGohjRqlXQmmAO*Cx`L;naJYJKuHuTC9gXlYaBL2^m0G01M+X0*W^8k(c6><7%nWs9 z8~zJ4t-2V_lXzU;r6-9$|I8iuyPBEd_MRjyVAcqjhWXepCVRgZz<04mdJMI4QEmhzR39*-TfZ+ zslMk!2B0s0i@>NxIM)C0zVGyv(h4}&Zt_Su17A=h{@^POzo2O`zmv=?&q5FIDi#d7 z3p`p)z4sV=YUQwJt8F>h^$eJ`1$^6%mQ_#vHwe$do6t86FT?|A>AA!CR1H5fpA42% z@W;4_Ufzu)v?Y9=eh+fifMc7;{M-R9B2VqpJ30CE_m5{a5S*WUJKf5 z!cKH7BOI&iDBAq@_`vXF6`+IJ^V~0@!S^}w{_r@nCtikVJ~JIWMAI^YSKZ(6J^tdo z)p!$3%n9Oc$Utki;T3gZX0QZrl^(pZ=ZLznZ@%y_9BYsn96d9EQ`p&zrryBJU=C-a z3C{v^I9X)3hc2HX70n>{;)x`Rb2jS5U)qzS6z6pEWy;C!R&7dkrUM+vS~7Vo!<+k zr-C1gT{wB8Bgk)#knH>jGAkmaZ3jBm-|WN*k76!{zTs&0cRgYhk1a-7@H2CTE2Aa$ zw`k@;*f$u&PMr7gk0$W@i+^+#*)rN|^b3s^=EyA4#qa)h>Z|-;?<^< ztl0_Dj+Zlb)iA#*JAz+fM3QXzUf_B*bO4(K4kbwX7Bbx@CCEawsukZ@rTsIzKZ?E| zSz6oSQb(!lF1->bfsavZrpL)VdXg!e-X`j~3$b!$FO!lj)NZ5E%p>C1Nrxxwc6i^t zv9hlwR&wa?g`$_c6;aoLPnV*p@xm;!`fsziUPY4|ZIPDiW@)Aex+2Cb>U?I9n4c`) zM@B_U41X(PWN=lCboHua!H+5_Ii!+`!zyX}7(DqzSZ5#M=2t3-a zmK)Tej(@48Y6SJ*bvRxZd<-t8&PIo$#vNM1<%{sZPr$=-aKs_7(HAW&jefy%8fL-h zg*u?aN1$n;)o-c6NAWEl3_KL`@oUYl#$S)uVLe)w2lLux%qz}GAaeqbgT5CpshONW zyziZ($bMeR&W)pJSu;Gu_zIXc#BQCXo^lwx%8Kz4pDHir1<53RU<$cc?1rAi{;%h~ z<#0Fs!q};jSdE6|hW~vHd%y5v4J4vt;cY0}h1L#M<-fr`op<3??{T{UpVkR(x00dt zBYt@Lhbc~A5jA3`7dXYKgl`2~(YRv3v03O^@TzR;!^3;10l%ac><6FIrro<0KZLq=618dKUMc%-P;@}3yxRIOFu(tFIy?1ux@p;^JRy1=vK@zi(J zeJL}a_4Xe+S9fUS?^&C7^HS`7XF4Xp-X_0lcz!`1If^WSrKn{|_kOHr&Afw%wOm+;K zR4w>p_kfmvHiP+b?t6WPv@uAVPhMYD`S85+7I4aT8oWYlx9^@PgIg61k(EWRd$u2X zJM+)AuQTs_3jIBfy*U}o5AGyi=I5F0WHCtLD)tbz8l)&Fh#3I(dyNT}baEOFo)4DZ zm=I}V=S0U|Jf!2o@EwN95$Zzy?r_PP79lQO5#l~SQi^s)O6tfcNqvaizI{=$r7ubv zqK$AjG+TGeJc$RO zf&I-B@MXFs@Hds3F4HDHct!IgnT=^x_nrFh z9(+-E+2^LI^*+Z};7qTv5bhL7O*bk|(tnMW`G3)?>x-4rNnq9!=ugS9GJ@~Wg5Kmp z?&*@-V)?Fcq*K&*{;@Jt0haY!#M#rrysDY}cC&cznCJcpJu3t+>H10J;gB6jE@{qo^5Or) zOL`AF)(7m^nB*ZNHc%6uBgY|*eT9{r8=m5o;YFWsm}8a0u_DLgBhB+>Upc#VR!x=W z-l>wc0Id3mxt$rz85WS?fWBS@Hs!xQj9aDDg?`{y8kd6~fKljKsYki}6?4)bv4<7j z<;d;IZtx84t7-&V7IkA@B3{qCsT-*iov0BFXj-S6;bBLIeOkr%w+4;ORcFJAcB5mV znOC7%Ri(k7(5Xt6gH`C_^(F8f=KcJeIs3qrH_^4=T*>I?c5SKwuT?1ZU`F{cX4!XA zn9;J@Yw(eNNPT!5F4u+^>qkBdtg=xXI?_{Yoy>a#gMW*;d<~2`hHlp9PwxM8e&^{C zK8BYH|5e23Pxqpi$Kp$v z0`8oHbAel3@8b{M4@MoJ=Hs^0H}nL1hrL%7T0B?Y)P50Y?YDCtVvg_`aO<@|ar-q; zvZj)c{3ssxJu{{KtC`Y8uQ0`m=KdOUIr!YYm&32V3z98xERU_hlKc<*>DfbA;tpOh z|2#llc;@XeGLXXM&?|Tx?jmROO>*2PMv84)q|A0j$1+DTn-WDImAa5Ttj4>^@4G6CCOrR0C4WOs^EYELTh zFe=H@R7$~+Qi>;lS-vVc63Khc=6lSC?>(#{`x!h1$4Z~%bIQR@Fx1Y^Jm6+7@UeDk z*3%sQuVCCwm6VMKr|fu^f>ys;&HooPvAxunKY~|qv0AkIlc{L%^dS8|=iETg!uzn0 zzMsctTK7{I)-n_QHgzDl6-sSrf_M2p?<>_g=v$9b z8*bJGv%|ZHq?x(2znyCB0sa9|* zvwGO4)la{$>1#BsE`0CQoBh9oYt)1OH+c>|h$V12Z+MlB9-#qVW$Wd=9jA*A+^Rl_ z`tLrn_?XFQ-ZWiW57HaNV`ZQpXm}kR9bL*PhFWhQd%DifkdvpF>^HK-;%Ge zn|Wn8Qq5%W>pEI`KV0f6bs-rt+3+bB?#l(+lHJ)s7|Epsigpe?L9puRv%FUYSa+D) zm+-ic2dffh;sYU5=IBi77lSA)2I<1v;B?F&)q(U0cLmA*e}iQG++ZpBGgxjEgoqi0e9MGxA9~2#PI(+Mi#vZZ({c7B9~P&hCQ*y${6OL@Nv9kqKATq zmY>`4VYn4qUb!Q` zYPnme=|;iBZYX8`Z%XL_gB;E%rECoNrUPewREl%65?``X_OAx77AvKb%j{yM)NfPD z@l8tUeE}@nsbo%p$39fb&QFw5^QBVUE-EF9?_~wQHhP1LF5smC-0}bqsVz@{XS0{6 z$YoQp8(k&g6)NTrdCuqPV?Tj)li^wLFjw^dqmQBOZ&ypnM_?CqVWt~%k|ul^a4e@f zykftg&*SHEc~~pG_)^_3Xr%~Wd^oc|J^0^^%6 zxQnfm%=ZZ93g4n8ypAs`%|jBK*k$kSDc&W_6%LW_m+6JRMX%6IEeOAI_=mc10lVzK zV1HpGyX<$uu_oeiFG9m2k95^svS;8-UGxgwy5L&WeW%f^^z;Y2;Z?4c@TU#v@e8OC zBe_2uT$>2L@`7hYpn1*nWp0Sqf@k#~4s$NspXgq$__OfLU%Z{3;bL&?X==s>{1DWK zZ3*z8ZDc{5M-!h&9}gYN5pBtUmbKNw-iLd+z83u(o@LL3S#m!b7JWm1Femgnb>z3y zfb<6&@r(MQv)gxirEy;>I(!=52)mAdT7|C8e2x!(to~c6Ex{`Leu0*kdFL*zm&<*qhsRuJI;Kd5VLsduK6`ab5C!zaWFbIrEWIuBw`%dk? z^w5#y8Q_bz)^!{a24dd`Rs%Hufu4tH8)Q9k>5p0!B%phaBK%m;3=3z6D%^+>Q2 zO)bBJz0;TAf2+-6!smKM$-FjLwW1jfie6`R4w!U*3?8ExdMYt+bd$J0iDzRpvqz_> zd-2K^gqWoMuV`_#qTjig#9SXO)&?az%#?EGU8SULALc!=VAhI$rQ~r|{|Ux$dl8pM zuYoV$gG*pbJ6JT1OLIAwg-UkKDCH(+^$w-PatgsCL$*?qA5_ZXIHk-9;u25 zrmJKbT+Vbi_2epQ&@Af5P3T?K@U9c^!YkB~)Q?S8H8TX9m(;TQh?yb8^&!5i!(h}}dU)mVs)d3kPTgp9VMZD4d?C0r z8mz10_@k-YsQEh4r^*%ZF#3Q+)8J0vTN;-xK3oQo$H48*xnLu8r(qkl;ip{xi8|C} zc>j$*+Ev#YYQj1+D?IFF=vM9ctcvg|_;^y|Jqu_08O><{*z_Sj1a>pG2>#AMc+dp= z=y=ro$+7adhj~CSt9K^#9WytX)O^jNll4nmB_5~vv?Zz&y=;l%#>B$c--e2#CsFD$fxNQs)8hOagdaMMHbeaU|Dn& zj&)~<)E#54FoOLPn?l9;=TLf8VG?>cOd7(%rSL5>l9lkQ0(=fPBSiaLBtD)f=~x>j z*U;W;o-@){HR2UxXX?Rdaf+r-_`XR_FTnSHHHO&^vve;(XFp_-S~Mg7@_5N$e{_A^dx2mlcc^IujpfBOFf3B)yRwvHRJY+3FO4uWZ#cg*$+2sIf*9$ zzkIck^9TJr`i-&Pabm(RQSt{mIT+Op9(8K**Mm_<4zpVfzy10Wv&`oE}b-`VB8e%b|7A;{e?liJWy=(>3G5k~!E61g`@+E>E^Y2ga?Zi1G1Pvp zyuX6yYLpUiE4<2y*YbFHG`I(T%}xaeIn8sGa+vQ_u!zsUkLU0mt%*wd)=Ftw0k)n1 z*ZSdgaJg1Dl?-U$bnw8VVe|)9qMcDM&OZR(`bs5RZ&07o*F3pUEqSH%7kkm>$KoTU zF06fsId8nEYw>U`#y?;1G6dJ)z9!JAMgavLe6MvS z5ok=Y=ua7Nq4i)C{`7(tH1cjRXb?>bKC~5Y18NMra?rEvJ_LLWYp2lP!wYHzmz=n4 zRt|G62Xyp2_*5U5X3xL!Nd$|~#4^FU{M+GD+_%w=U$eold(g@7Mhxy@7WzBt%MoZ* ze$<3`7_?>Ztdr>Mc&)ZB#G_D+N1-=>j6M7bbI{e_Vz!2!-oWEvP8Yaj$1E@Ms+d#u zX@Xakfnz+jg??YC0WT<+b(NjYC1!R^%!X&N&&&8EKCA8Ut9qXM37LJ=lEywT4a_?@ z1Kdl&FS;5|g=f_G1$cFh+Az={iA$JyE=P0kV#k+HkZ2#LChQI(d;^a(4xL!`Yt z1b;Uy1;DYRulW~nK#;IlI{$Crs*beaxh8W)oA`UfMIz1z1ySlUqz!2 z8)c^sAMF@^{t6?tB-#;JGBimkx!}u5aOdDOaKnN&o}olz1TWTuQ+Z1ExN;p#y9u^c z>Az@w{2|-bXSFxey@*cF733}{__w8y zs~o4x3ib=br#z?+J(V(o?{V5qDOw7oAaACJ z-Hc>6^i@xm!duYWvpr;gH$JRnPjU%8*`MnrsRdqA*+Yi16%A|q6!y4smZH1=0mr&~ zD)VGh*>B||3-|a)rysT3E7Wz&3>u@r6E*zm9QaiYMo|Nnd84s|Nxk4x6Q`Y%%p1pH`+W}FS2=;~(%HUbLr^20rMA3Ae*7)?=e20@^bdV9nKj%-P53!FJU)lhzVMjhm~jS^4ts%1VPFc_m25=gGUIOma~k1E^&Ib5aK|4$M$fMZ zJX-)xU4)knJ&wOUo9Ez-=)8k^5WH)EcMTeb{a3w9@NjK`w;iVT#B-HOKEvqE%;u0C zGc+wgTFHZH#s8U&Z^1~$LU1%$dyDWOY(|5^=b4xi$euMg)MR!;=;1-%Q{(-QQ;Z+s zVKl8-Xj)OsFmtjvt>9M%c;#^)H6;6SS~gKHz5{N3ir#gB*NkD#*=MG>!PiEtfUmtr zZaY}Dggj*bNd`$JV{}}Ofj&3;o^KkM!wKU121(8NAn-YutS<2CR%*d5%s^iYVXrH5 zI&YEXcWW3vgD`q6Va$4kOYudt_XpUU^KAt91i$(yQo^I6WX=as)Nn?A2BXwXi)Ke% zG`$ISr|vb$=-L=E^~|!5K3nF?XhwLOM*kQuO?a&W%;bpr37#?bUt2wl+&59DTtT;qx2Xp9K2jRM}t@BRJ8@n#c~MI86w5#V3Zc^?r)=9>oZDhkx^0$!Kqi-ALM1k z|EnOUS|LN2fnn=N*$L>JqQnq^rl|>TfwX?=QRaA8HKcR zM$F-L%M^GD72>{7A&b^3-y(XD+0=+T!K)usvdPu%ImPSnB!024(czhItj^P*3Ba+gGXH2J%c~HM zg|DH~kNN1wbkdIB-7u0Y`TNK*-9v8t4KlaL$jYe4LwXxnwF)oRm-t8hCo>nrPW!(m zlLbX?!x1$106Y!Fo^tLNPidTm$9<=lEF1++t(<~R1lOAHO|B+cq%rK&`DiM0Z9bCt zijUM^N6Weg%tEWO`$CJa_)7VH@<_AMt-{c%z@dZSk)2n${Xb6GvCDotm*dAd!EJ9Y z7v2HxRp5I7tEzvc&b$m~y99R8KOE5bNnt2+)pMCa+`!D?aXh7t=ujqVy2rTOf#;!~ z`jGx!J|3!q{%PVf4xTg>P88`+<{?~ZCEV)SVQnjzx^5^H-V_fH1CLVhDCD9~<%3h* z>)>1T0KL)i^T9cXV05qmu*r^XA!t~0(6b7_t2X+O-e~Q4kYO>o()?UYsmmw+y_>c!}p!@tW3Q4Q#6;Jk9<-^Ja?Eb6^&Apg(nBE#9jdboPqn z26llMsE6neI*}*CEMYUda`yiYX3Y;~2STvK-V!30(69`b;8-!C^zcGOJvL01tq#LW zABL_UE+>D)_ns2Le#r1N20`TEw1zNa5 zw!ET{z8By~B?>Z<;6y)y8(>%HIfdkRD&V8L>SpD1(w zm?()~O_Y6Z3aN2bu%A>R>-~7&#R@sJf#>qR4ZJ?FR3T?}DA@hUd;U)$S^K!ZNkI*# zkZV6E$e-b}!7GpJ@G$VvX+RgSVo@JnC*nLBdc8@1khSG;tk$DibWS^C&wexl%j&Q1{vOt5i-g=RX~b%fnz*CRkPS zJ2-b0ECctdd%!+0s~cU+A1usuhrjvJBV5jTj~T=3U{^FX;0k(vFAn=Y^J<6l7~GF> zpA&ck)?~wxQuCL%}L$0UM7q&rBZ7!duAK3&)GV z?B80u-;=)J5;XLyxzvAn4*FN(MMuBV)6+{n0wz)C`7eWK%^l`g9`GzdknHZ-ylBhAUt@U z40k}TE znPX#aB|1*@6UnrLH?5sVR^IRIZYDD?@=kR0*YPpbfm`(d1`=)Jv)zW*pPFw1bID7V2?&qB9)2u)m= zza|59F|}ai*cdXhO``bDBz>QnM85;9%C*lCp|@GktGw_cjN$utGGp{AThFn` z*-^}Q-(Wvbn^BDAVAC3Y-r4Y~fAG+DlVefEPL8?ESpFO-ffe*4?p3g}8SF_^$Y2t9 zawoVDqhLlzfoDe{Y2euEB86N6!@8dYf98WAiIUzvQ5L;D zQ5v3`C{8a-l-cDIcffT*1@Y{dA|$=d-lMnl?v&2NP%}!lYu)`9N(Qv=7*2Cz2hUU zlfa!9sr~5j`4!PCyq)@vI&g3TUIk}(5;#=}b`_vcZ2_;$V3!GuD&frM^xTbRRmtmr zW2YFJRS#HY1gGrzG}-vF8kptD(cx`S`myT^jLJaMs-ZUglbq2|bgaen_VTC&H-lYx z6b7gb3%dP(gtK{Wi*k@oEUWWQR$Pj&b*lSgk!d}7uW9jbWbRf{L zflHE=#69C>j4{R-8iO(KFG%E)WF;#}vXW%Ak|arztgIwSYb8mtk|ZlxNlKEHBuSDa z^^>(p)>=uj&v(}I$Nia^dtMARXU;j-xz1&0Idd1Ry0E2t*lyh1Dv$7IIjgr?;^Qz2 z{;a~I22_VDDg5>ydFh8dx1N6mua?Lr92*X|hS7xg@!N5!y))fOoglZs+sfi!4baKZ zn;u;BKE24NpGgbu{I$+@cX6_o+I9W}ZdIcH=)fL#xtBU8*G<#hIP-7bRZg3jHq71B z6>Z$EbCVEWEq@-r(lN8q&72AE(S(g@L7w}f|0{5-pipnTd_&!$sP%^;zen_t(u9@w z725~ZJM*8Cs5hlFM$$h!HLori++0xZbH(Rw%{*ln@O?Qfp4PIVJoW*)^e)D)-oHE!taTT>k|Os&Qslgv6ysn~+9G)MXp&yUB)@CDJv7NZ(?Ewrfk_jeOO9jD z!?iyo$K+d+qbhuz0520o$uX@@a-4k-*21tOZ@^ewa4K(qNE?{No8RyxJ-gg|@^fBW z8IAZf-1@3+jLx?IGYV#{myefwpL`SV{jWT%v$9xvPj^q0!_q&KdZDgAy;&3gqA%;1 z-JC1k<&kyIJd_&8JIS~|-!P_|6V@8+-u*f^3o~@f{IO9iIAWjhI(MPhrn|S=I0jE_ z96P?H3%h0L!On<9b(=)L`%?taP1M^k0`j zv|f8VIB==QNq3`9$UOY2!Z-J5z^{T`+r008`jF4w)yMXlBeTV??{@|VgHhX#d3oH| ze%%>^Wg> zm=1$F!i$=Uo2%D9$y`$E5MrtJJUX(P5L%PpN`q@#S;z ztRBA3a{l{_hhQ2lIHdxwuCUYmC;K+%>oV30Q*9Nj`aUN%XSIwh8HP-I%GFkQoPt#k z@|?``CjSc_@va7RqTTfDt^K!5`g^={?;H9IOq%2EdAQSae5%*r*-rC6kEyTYU<=^Z zTp#nKk68}8`0Y#U;A%IwjxD&=taUK!E8Q{|@T>~V1#zoPzE$o%_a@wU?te|2ILvE5 zwy905u}8S{M%-$ZoO}KJn0<48OnoEY&8>o1cW*%~_*lPtheCbWbm4ys^{^Gis!xmD zcPfsZo9*d5=4VpgeZMG1t+&^?{@=lyA7QAxS}5l zN7A8C@{Ep8n3Tdh?=V77pDy<$1Kgho-N+j|MNX>cM(IYlMUTreK9xH=S&z!1KZ8Tb zaUOq6#+=q0*Tqb))V|)O?e$-tyLoX0J~ro5<yhJ6iV z-cQowlB6#+DW+F&r^l0G$P-C1d3sWun3)tqrzJ&?-zUYi-X6uiR&r9T`8pxXnTV+e z5>fPRB2tbfqL%k%Ka>>X|C$t)wJMZHXoYPM>^qvW(!$~xq=ly&$6+}e$2U8!&DS-U#_kRxp<=PvJFBHPg8|Kze-$zhGt z$NX7?*i<()HVxC|w@ueftA??5N<(?;hLO=FEml9D7L_k-dKr%Zlw&d04N? zW1UC8b&^xaaJ&BBS+VD9^Fw&G2%o9~tG2qYGAq0mm%163x?hHL7O#D^ zeLr|rMV6{cLwty@o(*G`Kkv@XW<3h)lKF<2fz3R%caK8~Ef#L`CQN zNV)X!*P7{lY$v&K>sSn1cIwru;6(fKTkG7S3FQ&i?xFSg@cTEK{lTG1pPC_hboRc} zGFttA#nzT5g#LD9s;k{^RV<`Z61>^S7!eizp8Y1f&R#X*k4o_edfBM1Fz=X zQ>1IJD7Ic-tRL0==j%&iwM@gpr|c89D~rCnb!0tI?j9E%wNA$SEuHRiq8&2r2+Nai zSYX$9eaASi|9I-ZbRn@(cbd1cy9qoYWeo5~5KRz}28ap!f zc*g$uGIROMqT(j&s&4XJKedw`k$qZ+H_dMs^>C?E?zZ-LPlm$WZ?EjvPT8pb^xeto zZDmeN2C5II zPSJXw(|$5%XU#=NG%Iye#6I|q@T!$tjX5Pz?ek*yeTwbT`uCyX)^EjwHsDP(-AKG? z&DwL1AuH*)KY4BPRFzoguH$0PKMj`B|pA@Z*C8EX`3Aw#Q zbbm1sqn0M(@ZyA@)db8-;3B?WNmA_Sl@!ZIB*miplVTptcy_Y0&k`z1tk`%q3#Op@mXmD@$%l^Dilic<8{IR5%n~Hn=h6gu3IR?Ck zi=8k3(1M?Jl{unZ*~G&#tHpdQbHj?gqD7}=wr;XV{hnROR6B+CrpK+}G0XJ$?2GyV`$V@6o1-Jam&-QA1bq=uCHWc<-Iuhkjc3=nqY!T9YiA zIV;w_uDju5Tx(NSYm#b_98HpC(6v0>?D3mC^TA;{X=CE+{bWhwVC0w=lt~@W`kYi*sB~rx0kr_ z0zN!Wl`_!hdThJX=l;>_%W1@az&_og^SaBi+iTu((#{|)c*-twMIX%IB>K;;^89D` z?4QwvLvWSrNb)uE053Q-4A$qLJqVt zkL$m(4b|X~-1;~l*Pi#4CTBIlUUOTYUwx7;(U*T;6~@dr$d=p}EmVH^V0P zosS>Ojalv5#F%^CoOr8ERIjbGuV-E?o}L#6-^+8?T7Tcb{MfZbCzig3egg~Q%o_zU zKcg@P{E;3!T^OBjFM{zr_rb-n?Tg}A@Q9pyc4_Q?vD8h!vY2wbEY>~Y=RJiNbP4Zj zPdi?PeU|F7oBE+j_FW!1JgL67bkft*F~+pihy13!WO>g%)jGA=Vabg_cFc< ze)V2yEaOehoa*mscXC0o{KomEk+ZoZHs7k}{=$-2|CT+==jCaK$KIEz2kdMwG$Y?3<;_|Q!-<7zn4ogZ~6toluopH(kuy^>#f989?P zmxwhB6ESdVB0Aljh%WahqSvDd|Gy>p>4`YIG7-bpC!)tkiP(pKE&L%7lh1=SaBfYP zr06p!DT?s4o@0_?;#ipYTYs)UV_|L*eh(9?!>4L+EHlY%kR(}R7&QYYgj+kl#nt#} z*>vJYKG>|4bma&1qB+6r3wT-A%a*;$%c?Bjz{?u(hq`VT+SN|cV>4NY&dz$#rJ0`k zhtBnC&HvHMcKoY{_4=6=E-B}^PuH1@W2NW0t0UVme;-Ylk7G@37`qR_u1Jdm3)5n@ z{pUV|8%5T;?ol*Nk6QQ1Hylc*uNu35r(>o(BWf(t_HUbd3~r|omyVcEB3zOIM;Gr4qxbd|CL)2 zCGrftX~KKp)m*m<*U4qUt68+%sRDlb5I*|DJg6o1pV#A0bYVsQy{GI#6&i0|6I|*v zZnhI%{oNj+9O-2J40#QFZXcKhr+WC@Z6DEw7vfSn7;07Q3eIn#*G6YddpY*I{>-kS-6R^b%h~|6Y)EXKP7aI34UesG2-A(58Flh>$>PHuj z+{%}#;8y>n|Gt%Dz^_hRK9=ces z`zU(w{eoCtpkro)Jm0!kOu9_1Rq~&tA(u@?xCI4$U0C)Z`c4kkOy8q8MH^zC5bJs^g!_dfs@s z-2^=^I;oais!t&oR?TZ~jw|EIKVSK?ugx2)nbuC{3vIVsR&%Y}7yD_x%I%_UQM*X~ z2u>X>k4kt{*W2{X>%1ABN8eQ`kL};ka~|zKf=}Dz@>i9)o1=$tTv_xOQWm{>l$rJF zQ2nknCM+;Z=usL=T9iiHOG;zn&n0p46aDs2m*7Jsv9(@F^nSHCzJXC0EsJC8f822N zIJ2uLdcuZ|4si+MqX!=iWna!>C@c=5ARAdpaZS*qr`KezZ33)DDOG?YX_bqxaH)vIxDJ!JYH@ zRk&1VxVGtIT?}&a6`9kXGN+a8>^E@2-(>=~JE%>#H*o9sMJd}*i%ffLwf0y7t!H%aB z(fgT1tiz+GUz><--4ZdcT_O$?CSqubmtLR!>qM--H4zhkm#{0Fh;8@6u=~!veg=MR z9+!w&cfq&^Vb|nDbe#s9W+dYH0ywtZ=f9GON${%d@38K3{EQE_5{|9%ee}h-Hg!vi zjKMhIbX?GUvj09B^J4Q&KK%Hb%@$!+KXb;e=8Ki&QMb~Cn(>uC2Ehb)MH)kXdYoD9Ym#0U@()8G2KPQDI?D>uT99gVQeD|42 zO``LyO=wD)_v-d@`kNI#s-XF~V7V+9~tL8i zZ+p!ti*T~pIGKACOYAroz^lDG=twicxw2N(2AC(lKtt~F@?w4LUF8Ot9lj0hIe@FIfd?y7P?og6RTHIEPbmeW)~I5fyawu zMGs#4{*svSU}+4!02i5B<_=YP9D0SmdQASi7C$LX|H@Q*#`+kJ)#(^VKkOK(S9Od9 zb_a*mx;*CVPNp);4Be2d6I8zkIels(eu%HQu53-Y>T&EQ2tyoWEsH=xb$3I|JL_Dg^oY}YAR^Fbmu;!6W?spDPgy-tZp+=estNW|D8+{j}kyviwqU*)u6 z`$W|1h+_qu=?&YiPej^~gr9Xf5tj8Dnurp3w(s|e7(EsrgKPEhuEEbGV%j^2SpBy| zEZ^+)j}wvce~H-Qd&sJZU#0rqVCYeJb>NTuH=3}=$8_V_q?pwdKJ_r~94U_>3f*+tsa{^9a$6bE4pxRM*T=1WnL)XaHdWQ46&c{ zLP{JvOdA&SupV*CRd2(hE~(LJf$oM%4fQ_Dj=tfMl19&_;e%<>s#~L|_t!?zH$`8= z1o_c}>9P45*@jh(qi;R;bMDP>Pb?!c8a2^@rq_L=j(3^&KFxUV-7?*Mf?sPg?IUEy zp8m29|Fsw0)6Lai>rK9ixAl};(f{XmVUGO52p-m59;;vyAN?Eqfr)HhRSlliKXIr;H}tj}xVu3#4(3Vrb^o_o(X zdGEZdnitC@@Y@f{Bou6t&w7@p^@J|b888Y?jm52Ubv&f%x>{-fa4bGnvBxuYv|Rhk zwBj+@2fNI3NAjvx%Pf5FhD0lw(4jEu8C{_t@Yr=(?K^4jrkpHx?fbm7TSBziow;&$xptOv?Ofwb@|}yiwvLs}Tf0|8D>i{iZQ&7&8hMLM z)uY~DG4rdcCsg)x6+ddT{=F^zb7R+oxpG)E;HUhm6S?wkatd~tM_$z?#@*8*H zK5HZQ2B*sMV%S}IalkCF))6-+s+t4-m={Bm^P_7=_r2g%;)ncL*QtPCRS=uMD~P>O zXtqvg?Tv--A=41RhAr<%MMe|nbolb2YPXsds$JSNC-j=D##zE8Q_N_iaqz@sm`dX}Ho z4|mGJrQ|J!C42c}X|(5=4|$(o{z0id1K#;EI?v4D)OdfF>q=ugPj0E4#`x{@F05L9 zLrK(V3a^e7$KIFBMIX|yL;rPXUmOJ&%5~6w$DS&RZFhKiHC~lk6l=dP{2vYs`-eH+ z$wVwT&3CH8H^O5o(`98|KkB(j9=rD@^aOheSE_Z#oth`2D*Va53>LM)m0H4`*09Cv z`$}mycr~~!zSV)Y>wFHgI$V{A+#3>ZqaN@c(3)g@*CM;FOUY&W+&LBI0dXO<<$q<+b~ zDY=LhIM?^`UU@nnzbLudmqDlKXFTg$at?oq%}Qv?|#B3?%JCb4xS|2pvSLPue4aOCN0J_c3bsf zH@}YZv3lBpcEA1z-@VoYjomP69LsYud`?ER`drUUc9W=jV-xqaWJq81*wiG>)U#W7 zduAN`mJfd?tUBH_`r3&;T9f}?-MwhO*6vwZG5rAly&+%yR=yQ2xQK^-3U3VLfkHf0vZDPRNc5SNU z$-Cu6R?EDod2N1l`!GM6zew*bfl*_1^bNJ&d`Ety-JkFGZN7bJSk*`W)%yj}s!?I| zolzJA_wuir`dPfcC=Ps4r0+|UsDEh>q$Zlyc~J1A4#eEw@Wu4wmnd^`W{GMZc6 zN&W9-v2C3msypPSp13>~EV(?sxkjgGO?|_C+-G>+y@qS}Tl}dtcj|hVP1pkCc0SeK z%|t!uTj|Lw+T-YUWjfnE-XKFYR0dsMYV@z*)*JS!`R9|&_4d}b!^bnvIZ&qSj*oV_ zEXJAvEHKkM{*ipx2KlI!e71$9QEy^t%(|0~9ckV-STFsJu*=`&5d7U$#e+XJe3q^+ zdDv57=2sn${JJ=*K3yF3ZY_@7g5v0TNpZ~FCzJMf^M@ykV)d;>QS*w5JZ(`-`?gTm zVPPDH4GB23a5rtnC#v;1UG@Xs!wVmQS1maTZ{XRowTU=FxAlTGi@Lxf9BLBXcPxiK z%!XlbYI*@by%?^Q@T1_>Nc`#`4mQbS`c*j9)i~4dydNfQ;BEDXSp_hw%-75qMql0m z=V-)L_u*0x`I>WlANz2!9O(zul+k0kh<>`W&GRJIap!IWp9)`B+WU z?6S+epLAcff1^0I!A_wa=*g4iN56KHq8Mh)HYYqT^WI6v%nTfBT}B+)<}Sr~xK;yu zI``U2D{Hu>}t7AI-()m_B zajS>$DxJoo_~yIq*ksF6RqQ5DrR`4RSk+_`_Q+JVuZ%;?bYU?Un>JT!ye$fde_hB3cXx!-YqoWUHqxr-308Qf1y-< z0bWh`z@0$cs`HDy^9C{oeDO^Ua349SelVsdUuh8!{NP-klO5!&V)ML&&V;`qNqHgC^qiq$$VlDXFy40e_Rq1ca+$ z(36rkhz7M@E;$ zA$iVCyr?~Ablt$GzV>6<{tjOC<)7>9$}8tf)h&&JRQ#$s?RQbB-kcKm%u37#wf$S&P;$m9Y!Uh?JPL-S6l{Ob%6`J;Md~)p4$L7_)Cj^^XK7a$9wrYeQ7;hYt&$vhhxngo`|D& z(wsQfl>5C8ruBNv_cl8beetZVZ@{w;6LAt|jg*TR+Z@O0CjW2?ZpFj;=2hHk5AAx? z98*qfhP>9~-^tX^v?2k_qi+Q9GH)HpaqPx21ld!ha3xisM~ zIM$%FSn>BX_nsQb1M}VwH;VpOq{p&lvRD_o_4V7vG0u)o)gR?ZtILqKz_WVEW&O!M z^ob084Ndr5?iP;8G;eR}Mq5+2lwj1w6}yG}_X@5BvleE-tQ)do(o#D-4eaPVO!vJE zlRT=dk#)zZmQR9Xx52Q7@U5ltS$wRNCVVZvRWG~F6?b&zz9x%>R}Hm`v#mNk*H+%@ zUOqd|s<%A*l*{beOwot+jJe)ynobU(@^HHDZk)*@?;#lW7kT$JcAKBJ3%HhFbr^o> z+}n;%W%8(YzH0V&RR122YJfX7**dJ29LK9dWIY+dGUy&E4$tc6*N{+TBrlBP6bwV&@bOXr(g$r>N=cJs9Xj+IOU;!d5-_cs4f5_ve(xDW8BH}p)HbB=tuL>>Va-&^8qnE(A)tSh28 zPS4e=YX4~buZ!(y6#sAMd&+vccxh1#9dBmZuPEj;aR-fN-tkpo?0{93$GJ0fbzv;4 z4?7z1zwx96eDf&}<3Z2xk`}?DDR>S%sY=&vsrZ;Qc+rqvYv5zjVNYXx40cs&K~H*g zs=zXy`&oEZ;a@Fnj~l_Ofmh;BzV`5IV9jsf6CIgzBRm>N|NR!G4Nb^F%WTnvtL`#; z97hBGLH^;9M4W)3$qRfR{`6)Y5NCPtS#@O5>)@~YApWg?qN`3o*@oOVbd(;~PgqpX4vIS%a_`40 z)sG?l^klv2p2aV2Q(VP+e>x>rA9P>3X@fX^pPAuT?iOB=8q@e#3;(OrZ;;#d+Zx7< zQknM!G~roYetq33T#sX=xtTLMT`ng*^6EB@yaBxT+Zsog2j$=2^7y53th*Ct9dv8; z?j}B0SJt#lw=3it`Ze`E>-5{*G-m2fuDajs(5_+I^War`+0n;o!=L0HXu{}&(VQX3VBgC@tt_= zNA2IVZ$kG~@TSE$mHfdzxy~w2(tC2EU6z^&zJ_wp7%P!Kg=Du{y%3*yA91##s0f~dN!Ada3Y zh#tN1s^vWP)}yYsXnOo>vxIe^VZrc7cyw-!`V`jv4bo zyXc8$je|pHdF5yO=;(Xovgp1=-|!_J%n2^jUBplS+H)nB#RRTh>@(+E@nlIPCh@3l*og!GUdYCwg%&j2{$o(Z%24oRg>JJq6uXiHcv{5Lw|->ugJas zA5AEWb%=*`W~_beM|fHGs4K~0?Ml|&)yqEgANcMc>Ex=dx1qb!WDF7wqD^Edz1TUJkr!-_rhIAN$Qy+@ip*Dt|){CYuQs z^T}_Jld^-e@v!^OatakaRV(GHy7W8OrO?){-`p4B6h75;%eg#z**|z&7wG_P?JmS% zH*KcCs<&Ij`hU5>C7)0>ASc$2#iVNpvx?`|)@U4pBm%^C1SMLi>lzU~d&ZvslX_m|)x7rKi&?x<(6g^z z%P$3ZKK|9eFcz#b6FgZMn|kt&%>*;kWg*8_%8!jmy&Syua$M&N zy_$LsHg}XUm(^TG+pU}+E48t`o5=Q^8(tRKmE0h_Oy~JgbHB$fi;NF>@_h87RXU}b z;!wYo#~57*lfJbZBcIUqt+sI}6aKw!FIhj$3SEG`e<UXF-=dVlu*KsrY{L)CrnX3P`#11>HH(K`MemFa#B)Sao^4EA(VM$a@!K=>48ST$3 z+$rlR_qlu)9%-(y+TVLiU70GpD&;uL*H4j$S58#t>#|!^=Z}!yF zdhc&7j3WQ8-8{M;t{poM)^_u;wvOi7bcomgQ9Gvp?D=0Mcv$eJCJae}K``qq%vuVs zmS!d*6;@@!w&tzqICwQHpB98y!_5f`_*<1OgISm3QS{&>c-4U(+z+pYz^e*=bqKfG z&A-}(Tdf}n7w<729LK|Y(AUQ8CeMJMcvY==@NNk#Tjli?xZ1~X>lz8jw=kX>{>s#6POWi8`J-m9+oba2>n4Arx2H{$BWFyvub*DrVIOS(A8ikXNaA_9r9VZG7rtK*UvDH9(>jP zRXNdWC+z23f>-s^iEQpSiqHPd8?Xz{TK+Q+>ky5&UFJO%PThuEnfG5$MlT;pMIHe8<`dyc~kqy>M4i* zYjeJ5+D7lc`8wCw+sovikK&8{Q2xKW(V1>or2ojz{|9gC6}isLvY2 zky+nN|7Lf|m&quk)sR=%Tg3M(ip0jEIJl%J`aD{slbN3ft7^4?Uv-P3$iHJc-Msy^ z!kEOfD!5Ybz25<8U+@BV)ON3|wmzHMcDifxkveVwteXd--i#GlE(TJr>)nlG2S5SG16v#!InHsEzT>Buj5YpvwP zu9tP6B0owGR(MzaZ_~Xs6vr|jthd+Ozp4{GYUppsJmqADh3x3TI+4{(SAAc* zg^$Z*eJt~y=05dr-GW`=4kC`Vu!FmXqwDLPs2>}S)Q@iEat)8C#EC<0++TjKyJ5}c zvJLZ7qx0cZ-ebc!y|iJhK0hr|^(AMmr3tGwlEsBr*EVuD!9KLknHjCq%~#wi?9(`g z?{6HH+w1dtn)iN6?~EMj-l_E9<|dINOS+ zbZTHuI8LvFTVNY6k#+AOZ#4^Mt(41JC?{%8ct)0exjTgw+0b77@Tr^RuI@AwthhTN zceQs@bDbU@7ucP-OomF9VN$v5RR>sgtNiDavJB&Jud#9q@9Au4VNPhLrs9Uq)Mxc9 zz^gTOm2=zksB~9tTC5xN9eptWap$HrZ+(p3Dw(QNFXLBl;aP5Q4SCcJuBY@btjmc4 z{R@j_t$JVW){Pscn}6oH-(nUhlip8WJ$tPz`tgcAW;-%G^Im-QGtcs_+^0#S3pc^0 zY875P-)euE=hNxHEjT5Fl~D`3=U zUe#*1bI!!sU*YrRrL zgYbtxqWwNDjHN%gEl~rXDl*@?Q}^);xWmz+nAEyBrq1y5>vIp%P%B}=xX1YH_I^*U zFN-en16eEeLY>fgb+|m%+s_-L->yi{T@^hDTjb9-&~}Gp&(rF*i@CSi`QxKk;&ZK8 z)h=fFm=#NOlFB8_a&vXt*YZ$n%c91oymR@fL%%C`8(l}jpUY#7%tX3e=bo?R4QBDr zeqZXATWJhvBxBE$TJ#=&{6(B>6HLyMw&b3B!| zKJHWeigq4%AFr=(VT|DY6})M#@d8c$No{*WwPV@w+HnAns+jj}=#1Cg4|iUIH_ym6 zOv7s)IOipuf) zKE5{(%wzZsxY__1ce6ilsJG!&<)ce=U+5wou6O2X zp8F@d08hcKOt*o|3U|H=w<^oK|Ay~ASLgd@?t&%i$GjHxVKhKGJ_>>h^UP z`WanWG~r75_n8Oy@mFTq+p`NT|9-ri4Es=+#m_2umi{|!MrcQ{2mQC^9=cCHbdp;W z$NB9GZ>ACx- z1+t*0%4dI#hxN0&@j9$h@v9Mf_j)`+7s9S8J!P!iW?t|0 zgS_`L-BwH7U*310&d_!4EMF++dA+{kb#$PPnCv@RM`!u<69@6DW_+ns9Ey*=cryQd z23~cSEJE<#JJ5rTJSRii^tN&yU*d||gFFz{%Ge3IGGxxiwPzQtF;=*Fxr92rk{F&qA&kN;?=%WQ)?34J} ztvbQHs}#R@#Quoc)&{gtZybMoN7*j*{r4fO}N7P^(|y)Bndgk3L}$1WN3c|55-OXS^i`RGr!jj|8ikNHbG zImdQUt);!1ayUj$?rp9!OBQ{l+1_E^dG(?)9lLgBXXlT%etL14d?tSiry4IK zRdBJpV!Z!3aB9pPIZm2y^-VCU6WroM4W#pCKW|s&Wg2gX4(AWtfL&MYZk2r^Su3H=l7z@;)^)lB?q8N90O?LF|S2CT|zCo5I%Io{P+2+^;buj`QmvnsgN z0C<%Sug21ZeFn)qz^h?*!m_(z;Qz;~G4N_BoZRovIti;%|HkKk4=(+*LXNT`; z4}R6&-s3=-G5o6iI$rw$JrS4c!qE-bdy_7jt#)+2)|YzP9&`iUqjFf^RP@e2OcVa4 zPIQrX-~OGhtOoAw-0CLmuDX0CcXS?sSvb}TnAP)Fe5^A0hCi4Y?$$-x&K~qqw^pm^ znwi)@&Z$8h&4*c!r0VXJZ|Kxe&aENt?s2+dOuWI4&Reu${YH`Uq}vq#X%sd3rbpXX z_4)DMJN>?KjNPDbrdCFb=x$%v{P04!>)${!w$peVu7WdpgT;tr;?+ z^J&HL*>Vlt?C6*y&RWLb!nbm7&-L$4h9*jefDOS{=#qn(L;y&cG-l}{p7H2 z(D&J$_G>HS&`_o-J2!UT=D9U6EJr>;9(`$EUYsq=b8jFo+Fs+fDL%ErzTcwH@}gI* z{QuoJt<}}8-?;qfzac-C78OMAT)vdK)Xq9ZGBrgp<%?q7C%TH4@^Y@Vx9jC5d}PG@ z5J z$4=So^{GJV(e3cH09bx+BB z?jC1v1~;2*hp*Z?TOd#2xEEIa&fnYL zvrk42aA*}p7|0VTj{+4aB3Qy$-M%P=?6pjNGF%Tu#I@qTX1MaBC0I+ zam&mFUxhZ+3VpZtXv19R&VzGyaVI5`MC3C*<13|_tJ*2 ztL&e&qFh7CWV-Nmd)P8qqwDe6<*yF%+AF`I6N`s6=ail-n(#nt`KxPmH4Nls-Qk|k zESR+p@7n8r1utvYLvAN-H!rM#Tipe>7S)SGTfMAOKX(4syl^ugt4T_<dErhFkOhD$l;9g@0SPb-hk2+Hl4R+zM75|ARf| zcUneUI&gfJ-eP&HA$Ph7p@*+*wOfGtJ`-|RgP+r_AP<_$b6?BLn*5!c5Vi0u`Y-n? z9P3)UIdY^GJAeZ&%hef~8|`bgiD8S~VAi8I_iDFmZsAc)q6Po%?$$r)!1Lv)^5E5j z`LX@={7C*fKW0@gklXWneNIs<=B>=~GnM^LQS5&Xe=_%4d3|YQ{;l*JXR+(IYKYn1 zcQT(J(o9R_jbPGp^ZH2x`RQhr#9&~A0hVrVO!4daLPM5DtG@W%mAVmz+TZhc8q)vVOs{GO z*#!C3O=pVX8INtF3K7> z?jAF~rTFC}xOBajC9tUt-0x@}cwLd-M@2C&VdrLBVVs(#&)z&^d}d)}A1nCZ{j+cA zzwRSoRo{a6=E{N?EhCcF3y*;nYsbTq-~0K;brz21Q#}VeaGGyCs;z+;FP`I7XK2TXvrP0i>{mK>+bY9J06pvs`#4lZu3hp$=6&A zf0l2h_x=voK7~)aecb0f{v*73J3*(iXgryPTCxlKf5z#4fSdn-eV!kAkzN@eclfBU z|8IVMik=sTiG%$2w01P%18%Q=perlcypWeQ^_6<&F!kN(t{=x^D+k9!{u<5+r~Y}TyC(e3@lv8-7}WIlsyCGvCwMM=Q5k9PaG(UOKS` zcnoXice=gjk??7thrQ|k<7FW3Yv$((AA8mP)lcNPzHMgi)hssjY93qeZ5|WlAeODv z?eh=*E}%Tryi#OR{6(sBAY*vtybaoVGHfJ^1h|Wg8Zi%QZ~SiK@H# zR_QHcvAk9Fms`fPlkP6J&k$X}Gn1Cgp|t4E1x#r^@YE5=&sx zl;TqVeQ_52rB{QpSUVgR{Mr7=OK>cWPfhdH`++`cic96gv3V6aB)h&3m&Wp6?AF1m zF{NgKE$j`yD--T>cR%BEpDVSWTN-`V^U3y=>M`Rh{gbD3!rl6d_*;dr4fk4fv<$Y| zC0=2lZ$No;-&`Kw;9%A6)q&@GIP#+0W3`5}IMgPOYDdiPXuXu>v>trgKMr@or?%c$9Ibluu99#ne$>J=T&pq6qI0+A z$Wdj|h(F^}`n)QAKtDl?=!T8nExLi`)wG_Pcs@?kS9IrG-)Q zlYaZndcsx}#M0?@E{7Jxw9WcX`Zth)47Xe8_XV z@vDAsdwv7$N1F|w$uoyRV=FLe2#;wPJqV+6;8x$8XhE1)?Eyae44C#b3|k-rfioS1 zPc!$?i|{4qf+T(B@WoEefqXu>ta`df7T%PTo)l#*lJqVo@f>79XX%^yy}iIr`XXT1 zfGR%M4&jIaFszRJePx}d)%DN#niczwXKui?W+uh)FYP}!mt$C~H@+r+y^0%RMR2J@ z9sS>Rq7uxi)U!@Z{jED<_qwC;tgOSAZiqE@d-eBt)_V61FRT{>Wk@@`R4+E1kaOr& zKUS@*AH(3)rrtV8m!(9flPPf~8bs$88rZ!}jo~BRuIFQ=p3le1r3e4mFphrJFlv;i z*~v;nwj{JqWxepmZbS<$UZvsj>4s{>qXpTNaD4z$+4{F`Pm5I4)Xt69vF zL0xrJj;l6)Rn|O~42D-vHIEZpn#aojG}nQ4X{_pjci~%GcV8M)FUodHJ3H#(T3ye# zi^GTS4zK2R$ccILb7Hw%LqB=ZO?UFF-j>J8aF=VCo=|4UQM6uulox;M0v*M8)`63)sAueWg?fC=|ou~-@O=b`Aez2JYLj4^n#}0G%)EDZ~i!J=)J`}ZKtl7 zQ?g2U&8ClF+EryS{mL?4ENq&|50e?Fngx?CEsgbQW`!+E{W+zvZ;-q=4}9_nyDnyS zhacxJy{X@BzqhY9*MnsxFlsU(gJH!HxM zW?#Z1uUVoiQpc3P(^Q^Q9u8Q6O^K)A6P;JF&$na zk&R!=Yg$de)w>X1f;m09>#&-NH!ZhU^OF7QXW`Cc_5dG{Nw^c zDf400L;976>XI-EoLM9*dNb`eS>Ebi?|WSL-#v0z89M)Zd;Th4f3%t5L>%lh9a~j& zIZtq_=P1tA#SNXSVONOrCA^b`{L}lU<$T z^<*>Lf}U4DHvZ@aSQozgLvE{n%**QSzN$XIvTCWZygglbAK!gxD*c@r6Qdz4YZygU z(&EfbZbGj~i-8w6k^yxS`ZYHTtE9_qrN_qG)Aa(S$JuI)P^4vU={et5YX4W@l!~h-60gqRbd{iVq(=_lZs2$kXLuez+TcEqhW1zM`+R zhPh!DeOR6qN4sZ5&MjFnbVODh;df1tHJ#xm&(@jx03XYW!*Feo{)g<9S+VNFtf;5c zbgY@Z)OTEx6P;$uIOsU8MGN+#1xI|@GUnk`>Cd)u(?gH?sa7%RDBtQA zFX7dkCh#apw-vnVtD|rC^}3JY)^vR`Q{LufRqO_y;BB3!OMzA#e2M*T-Sfg65vMLPReGUbpzVm zZU(<>l|O5P$8_IE_8stS7rgrqUk(2Cft9ir*@*uTZ{H;Q8Pn>_Qa zGM+Tw>C^bsKh00q*rA#3xiS8|ZabH!U7iV}YS>v$Es8ZTEAdTXtbft`Vk`~V(SA+E z>~9;N@Tr2>I>BDkEd@Llc$HBgw_6~?0i)^{MB);^M^fFK?Zl@Vi4Vb;_KWGWm*LV{ z83lON7eC5=9DjO@j>Eww!lmPQ*Gl*{=25dmTq}joRbw>`_!l1gI(aLfJCTO$%KIAg ziOl=Abli_{D@`A11^2m~zl1Zb-QevD^u1g~yYZWj{b0uT1+KMC&w?D)yhZxq*ZcT? z%T^uK7x5uXT7i2l(W(4rST1Ox;n97w*KS~b!645tMAKWQQa8+Q{C9nMXur5 zdeP}i8Peuvy+e2TzA96DKSv4VMkZp?&BLo!6te4pWM`uZ&)zY-LJo;Ms{*T zd&>=D$@^|oG?H-`ofg$M>rPJ5@qT+FH)v(EcFVxmN_YP@owiMnUVY?87dMU$Fe|G~ zMs%H!5hp*-kY#TYy&h>2JLO5Y<68SpHF0M)Gp2mtUPT%{b%p--)TVLvOlC}|BoFU~ zMcG45-J0=I{-M|VP2-qseARz7wbKN{>SaY%6FAiZzq*u;bg#8$PF8epo8`V%R`j{U z>oc2uAaQ^L)`g>0YR&_QN_pXR`|mNZ|>7`>+@-_xD=KevhlFe;~g>nOR7 zFI7nY)o5+!o<1yZ9mDc@gv20*|tlgN8)B1Vfm29i-cYd!zn8fonS6^f& z?zHZc#CBc9$BK1@(NpkbbPD~~QvW~}E>(h8!KIxSmC9c0Zo-Sk;6r1l!?1a<1$OLP zZiksSwT+jQdL1u)53IwL7MU+D{Xsw7t0j7Gakgvu@YmRR9)QE~ltzz|XL`_0!pR;J zWgi~*SXm;=<4(+8bIGq|%6)%3D#6G@?iO~ZANQEy!ML9MvpwZ}sNVABPsy3XM);wtcWu=|HwJ^tX_25zhhHdkD)|YaeyZKI^z?=33uhl)XRc8F>2rK)SKp#I*hgno37p9_0DX5wI5@u{V-YwR<0BL0;2#X0Y32mdMc2Q$PI z_!@1NRfB%>GBqVB2GMs%ZgD&3FZzw)&g|Vu(fqvR7}Of)xmRD+pOblJx?gxsBeU%L zU6ky1i7eGAJApp#C_k!7Gap;SJq$QB0$-Zp>-2fw*ZZdq96f!Lr@DE#OZWS~b;sE}RVQXV&Wo?WtGYPVO?BNw zsT*6rvlHEx*Z#0Q=#TmDE!?9Ri(`Gnzmj*KhF@)lS7U1Mu6i_x#5ng=-;yIe+8{<| zr^XaK>+GkgF|1|7IH8Ah(3cIPXCAzok`}}Fq{WD)cvh!Ieh0{A{RF$*)EWGyTdNn_ zFN9gEo@^Xv4mXY?S7f*$XLfj&pH-ttbfXXRdNqjy%WD^I&t=Yd+@0z6A2*Gx zqh^kH*~Hwen12nf^`QQmMKt9uou{9ClNwQgbuFBkx$jNLOr>4uV|FflC7Clw&nr_|4qtZvb5FYiS z{iZc-9hv9rj`^2vb=+!Ukz51Z%4!G0yi6~^uk^2HdjHroT`{-$JlzcgcwDJ^t*YMS zPM}@E$?$5pyy&>K`t|gypPZW)hc3#Ge#7$VOj)b0?rgoQn~DZJ^yfnT&4n?6cF9|Y z&%l61ZO z^?KaLykHgqr*;o7GDE|?E|c5OJLgLc{YB2-V=GO4@)O;JFBIw!DvX1LIu`ip`(MMG zWE5uK$V+eQ-yWYjl7&~*#;?xi+YQQ(8lU9jgZXay>6ETcE7mE9+}*Wfz}ea{v$=g2 zTr2M(xlKH)AHQikEjQ*Pe%1$g)Vutxw_w^kI2H_Bz|*R6#E#8b{EL6o87?imjL+1L z1}oN4+Lg|u+cx#&EscONvy=GcI1a8eHtpO#@|J;cX_;NWlgY8>lzS5I$soX)`NQR> zJQDD0bw?e??RCTaMnC(F=6xOD&XqV>iWy*Kdx4#kqohE`)fo4|_PM8XzI~g9b>eWF zI&PZRiJrWwiP_$6EOV8l8#&8OdpMT*w2#HLde-y&_1DP)Qt`Y z>&9ByhU4(+&_;LcQ{=CHS05(1U*9k#iUy|GZ;~C|of7lUHz$-IU2=~-ohRJW`L==m zvQ!zqRK51@>d=Lo|I{!hf8Wr(fVAkK!(qTW9S-vEJ@KruI~w`_DLszfVK4ga^r-pY z^hoH-IxCx1a(+hazA-~TO-5utks(u-5u<9lX@74M``=9>rD4aRTp)R;+?=^}SeM&6Rxk(R3o*I$^Gud!zZ`>&>G} zLbrpQ>EUCtrFIUF<+X?t8(Tz;Iqu!`G!K*sZT>wi*p~);%H1u!#c2&%n{leK zU|0J$!|UN#_|*=*>vJl%j$Llx3~AUJ$MG>ITj`sytMi{$aYVn>+7f)Lr_Rya?L>cG z(KD(uMpw+LWZ8CjHAYUfBs(v*KARU^FQ5TO<@?#u|M^Zq%=rYzl3l3&a$yYibDUP0 z7TZzc|I2eTzw`orcsAX}Q`$X-wi{Jyug6W(Njg)^`*wT(!k^%U8R0S-Z0Ggxi03rp zQ(n|375P$p3)h->H5~IX^^-zyvN%|ttP9^Jj(`vv~~tMU(j zD~<^(=(acH1>WTm{fm$GGi@jHwUVE|;)tD>1I4njdbA#vgYt1}bItLZ$Q$h9FY%Ld zaHB5x(@+>Qe+F#%Jr0!vlRqzXGr2Ivd@Dn6miOHf_Q*#a?B`=-T=$Oi@&Q`z5pzAe zlU;hsl3lOkWhl;dm-%03Se8}fCOfZ+?psv}@2YIC23BqHH5dK8kl%o}4zg2|?{~pJ z@g~|YYbb2G!hU5ooVt*&PWK(IRuJjm=f|cG@}uB&d6EtJx~cPH;5Ks+&+lvPcH`>W zvE$>~a<{c(aVB5tDm-b7Jo+2*ow(A8I{Mw~>1|2Ek1o=aj5jSy&}=YjTzxo|P2YK} zyiT_t4{7Nb{*u0g-hcM?6YlIh%#)(y&c2%zi_bTwyIjtoC%$wKPW30fFQ3`#Yf&f0 zbgQF35Xa$*r+fu__IuwtIuWjn#J>hkf={^EP8_K>EbB20m%0LW!LiEE(tzGy@TQ%? zi`>J>m07@ zS3SD%+@GlHZkb1Fz1YZepZKa-;RUi+{p-i-r*)5hT|ZLGQrtvOiGpde4eRVdpGu)e z&)op)sXMt-Wqp4AXu}mcviR?V`ogN08paM8hd%uG(YL3`S<7V=H;RpR49C)i1v%;b zRsDYYvUXmCXAPnY-)tN;FUW}G8X4Z7!3WBS^qm=Qlr@PZ^x=>dIM=(n{yuCH1Kl-D zUeyG*Y7#YCx@Ga}%-DZZW>mT(Gji~*5&W*Pf6I(je}`i*Y}=Qa@_~9Fe#(pkXEJFo z{EW6-Uk0zPYZ|L(HH{p4a@-gAS!G_=<+AiQnm4-NGwOq^SaMP~gt_B#GsXiS*-w;9 zo%5i+Kw0@6m%D544p_CW*|=(UY>|2ID#x(;qLwjnW6S8)qLt2&R*@Lt2J_!q#h@c@ zK-6mO<_uh_0(;KDBD|_P4mFkUzI;ckSnZZ+6<9XJt%yFlj*GtJcfqM?K5u}IzJWMb z-hK3>xnXD7(b=!%>dutUa&xQeoAT`i?$#{Ni;Zddk@s+ZjG;SbPn28u%uKMozJ)I; zaz7Q_3l+I+c_e<-$^XaFy~o*H@81KLBuNr8v*&&_#>^OVGbBmLTaqMcawJL8q$Ej_ zG#~f`Tp^F?78gy*%v-*)@!}iYrSxo z9eQi)Z{oS4sYiQmQx0Dk2J;*&|Kq}t0h1Qbm03qmDx)t|;acNwr6)~;X^;E;1L{9I zQ)w37#f#ZjUfu5Nc$?0Ut@*K9^J!iHUhs{j=2n{O%Qd4TIfm1@S6;^>&`>bFW9szjX!e+qAeRoAHR z+LwiT@#cfRZ6(jHRXBzBWIRq+GF#k#4^KJVDXxzzx!>SHJZE>|P#(7)E)_KLeGB}| z?*_oA;nlop+xY+A!=HBAQ}(qU1q>|Q+A6GCV1{xmEG(y|7q<$HPT*9_%vRpxGrz2+ z=IdFvGz>edG%Pt`SL6N?exZ_(J-3AZ^lhhcnT;yA9WSdw|w77+1QF#y!o~aH{*?VHb=_ zS!EyLe`rVhnuHFHPJ882?T1+>@GP9@06uhTIL|p8isrm@ffp;f*fW2poy?=~o4aGf z;_fh{y?$LPk5p5=z1r?WZyLGOE?3-W%hRxHwmtT6Dym6sfO)&VcfNPwVBOfTp%cvO zukUvc464MboHyekx$Tqq8HUP49sn2r0}J8X*u&~ky8EvC)$Xo6lBJQIk(5* znC1yna9|UZ8(uB=hGf(8vXJ1S+b|h_1u~jdJU!5-6tM;t9yEqKiCGW()wOLgte zsYM(ALoVl1!g$I$~u?OKIP&4EvMJJ(encL{uHW)?_2wixfJIvejf zgSP&&y6jWj=NaDdPOaz#^zR$gY_O}A?3RNtYv~1^qo^!oPza`1x!z%HvywQ8(dL-F&8a>zFg(;k)X-38nV8mYO3g z35V*ysbjEdUx_(wylQz#7*$zfE*EZ%cDzs`=idE}z^-_^I!erszjuKw(+hZaF9;JO z_*6Tdsv-J)uhFt1_|&6KLf^M=sO@m)cOLR&y3>cSYh{xV*{R>>sM@8UM@Opu*!}-2 zSNW9RrP+nr6z9o>EuGE7;6hViRYpHMP9LQkEx?HmsN>XUTW^gGIa6TCtLBdv!Hwtf zphxj77*ct&ysC0|gBzWS#gl&U{2$QC@uNMT)M!@IzT*i^(c_EZ`8*3(yBOy6g-@_) zgL6!t01IJN#njla*11c4J#k1>UzbIye%z;ajAB@Wh0gzdEMEl=)?IO->NR_GPQ-reV4qfLR!|u zv@qSSiip~9_gU$3sc@~S_S;vdhYIy!%o7>*nP=ci86js~hRkD`f15Js?dryhVA!ph zauGB6B{IX&*XZv z9n1=889em*kNZbAl@CMr`i8!hEGw{Oc4%-{w%Js9HtozSnpMoLrfr$~S+Y7OjBO^5 zM$SXSvvP5a+;F;fURb#yFHE?X$K4F!;dA)fd&**1pf+fynDcD^=t2%)zy;#GS_UXS>e+C8ai|3DmxQHT zX^3x{e|m~n_s$X-bn3vNYQM+T=__Fs@9y%y%yH7-+rYUA?_Us3?NJXNy#NQNU$x-9 zyv}Uj48Eyf_%nOLt3|v_zu1?WMDMwYzC>fnSV?1Quh*96XP3pu%Z>?$JJ7@3j_pN@ z>KhZr-$K{ENA31Fom)+}7N=_aj2aHstlUrcK4R~@T5xbbbsMax+=f$q87m(X#%zFN z_)gdPa*UsjwO0-Yx;NJDQT(SNT>GEh(|>x7bNLbA)se=rp<_$fhFdLY=6rA}_hFbd zEjDy=?0iA))f|tV3-@O6E{rgf^O;#4j~me;7H?HUzT)}+i`!+(@w*LPy%9&>h?Co> zKiE4GGUn2<4#Td-@nKc>c;4H1y@z=IANg3nsu5!n!q~wHG!whP;>|*jNHlMs$Wsif zZj?9kQc~EzBPkq7OqNxf97f<-bM4iM?uXv`dWsqJ6gefSv~ZqM8GnuW947KP41ORj zOjroJ{;;>Af(L#hP3vd-c9Js8iNU8X8Rj!H!bJ0j^Ka)feI+A|*#*CT=Z8qj3|sK8 zUN@NSxkHWkSf<^Pbo%Er^y#YI@jh=dW`?1d#zC~{tCOgWXnOx4lA?i?T_%r?`alBw9Vmn%n6fZ|D7i!74Qt_8l_IGrKi~54xDm4EE3d`3uy7bs0VXo%=9&%V}@|r zh30Y0J1>^OSNW2BtJD%YPD$9DRvL<*mQU5#^|f3L#2;EU)XWI&dCu!^Pbvp84fiZPSLIU;9-60@Jh{*T?eBE4>TA34`0*E z=kgOA9ZzE#$}{jQUx4RWdS_WU*rALU5k9rlYdfE=-NbH%t9{?EM&C~Q8*UVEu3TAv zv9Kx`PMza-Sv2ydG^X12f^AjL&4U{_&-95hY#vjCJ>1IdiFrIYvV26%yvsp2Gx2sD z>N0vbTo1*8M-49kdN83JX$SZ0vuB-w4I}hJF z&3jO-fAqrs*-ThzroTw z=;`J9wS7v$fxa@NNBaFdHQ;91_w>awx>n~F<_B-)<;AU%el|l`eL>jYgw|f72MDjK z^Z`eH2)}4lyDRDDcvIg37&VP|;3NCtYr~Ybv7zS!v0=#Vbn~awWGiI1z@pLmaRsYl z!tOWSe=Baa50>FEz3{1-8))QT<6I5-pAyW$6x&yG2i*vkEdD%J<}Xj@pF9S?*lF`q zY*@Gt-`dQ_xhmG&3*4D%er7Pt$&C#usj>1^`P3cDoomm9u&Z-yIM5CLTv>D9Bg@^# zvGrxx1^*f?hL5xHurc`DSzgnxUS|PL*1v{-wewu%wPZDPwm)Y=T*%)XC)-$Na%m*A zzc<3y5(z85h=e^bYpU9CT#xt=nIv~+rTVb0y%g8UA)T*hcr3x5^~8|%T%x?*M03zd zIA0QfQ&QNyE6Mywa+otF*{peT7@M9F4h~BRYh*c`GP5)P`qVICZfas1?7%wXzz@3&J`aY}EsLhSOxtykQ5$M7MA(qIPVTO?RIHtM=K06ETk?vtjwh zLjLO_e=Ft4#1`9IW{*uXGlH{d?ghMvFVj`}^DW*{7J6+g3$@RNQ|I9`JN^_zzO;di~9zU_ABA@8p?u63cWuad{r z4eoT|+vo|82E(yo?mL9ubic>Lvg*5Wq;WXfa5x3SCUnL<>)~L|QA=;H%RU@w6K(u$ zJ_K0QU`eT5Uf!u$w5W;Zm>w^+xeRE0J zf2CO{wfVY>O2UZiOL*%_Lgy!OEwy^XO|r*+a-6Fd;vBiNOZ9>;uuDpBup!@heq%Yb z>cKnB)jYsE`cM4oFt2BsI&d~0LPku8xi2Qv!e_=^6dO*CqHVu})9?T+!Be)R)3LMR zLYC`4Qw;_O7M9YGZi?kggBk5{o>uV0{nj+~JKxvGmo|>38^M&R`_1(=jI+y@=ACXI zgshhX&b|B`J5Eo+#_we;e4*j#mtIpFc-716?Kr@W!ijD_^m-0?FKWUmJ@pD-@H#%# zFQj8l7lhqZ;YBIZ4W&9QB8Rpn)KjbPiJ0nv=uL<^o?M~$l zO$#YcrpaMR({Gob6_M-E%5Jc$()n3%Em@@__)Ih2<1>X@8{#tTEtRMB5RZISjZePf z=Zvta8t0M|KP6F3n3EYM;a+Js%Zi^x=dufNAFj3iM>`SCE3T(^<=BUf3pUrqt|nz6`(BvSjAu%IuTfzG*ovOW&|7j7rKX2xBjFoaWQYE0D|1>)xz@ zH`5-}Zt{_@fnPdpeaP#)7y>==x(TY|4){~NpxW^y*(Xm9)rGW&k#d$*5k$XRv+ zR?3ZuDdFRwm2_8Q)RAG?-s}yo(&z&^jU!DBwERr`1n6@auEG--+A6q~24bnCf-GoCf9m0%hv70KdA@ zj9T(FoxoxEGEVK`zx<0;aB2##+GC}mbUfZPqBK_}c$D_<{&I$18MwuA*stG5l z1s9iu!fp81*?bIb=v^aALx*j0TYta64mDYM$@~lL`KfxD#d(N#fls~qE1vWwHThC) zUgaZiz=x^Mt9r*Z9@J#&sx@D^w&~NuZZU879gZ~9H9rG};7hBj;1e9`@h{v3ZY+3$ z4*qzJE>$oHw%uqp2Ih^znbvNK4P6exzQ$(vTH3dT-|W3XO?F*esM94bENm;M3Wkl; zzuR|QjklW?KUWQ>uB#XZpDOUQAvjkr`qWUb>!F(ScbM$;sV~=WQ%i2d%i!zM*I|{{ zzH=Nb{R;*+kCiEJKIb3K_nM#W_ukI8PxTU-`vdUvO?wJ=$AxLBW^yi#=z&JU+VO7R zj)ZY1aIQA-VZ`|O(050CSQ<$PeR?E>n8y=%ndB$`!s~!%t$4^b=>Q6RY_kMt)!q&o)`{pJjy22Y4cW zkY6MJVO`VA(6Kx-%;t?)J|#1Zc+sAow`f~%>lDoDeHAVKu`In*TKt!^`3vCG4f=*J z@}Pc?U-8VB{UbZf{hn8g=HB}?8K?ZC+sEeE125B|o6M|Nphb(YOOAVAJLgY)CTFy+ee>tZXxP?*z66WnU{-V9h4bw} zgw3Tg)#A%SY4T>G31v`)%fd$mM;nls&Vt(9YBQ%{+e~r=dv^tkoy{Q?}^( z8jjW9-|q|@qwYJdf3?wZwbPEij)5>>FL=dwx$x>oI5mYA;c|1qznMYVT2uRVeW+$OCGF=L9(4dlmEkjM z@?ex&s{!1~z6-a(orb*YH7$}~jyuH+QrorWxsSjSxRn1p%=oZW&jI(?Yu52Sc=2pa z@8I~WYOw#vGWf0rV-8O$4f?J(4 zTZQ7fp6`F^Joq>9O}CTfPd%bHF${0Iwlti+1ea>YvkEsmqtNoS;PH##3yjG3eOEYC)g;bd2>Q{j&M}&2bG({tTwF-GCoY`m=iFDqt`5$d5oeCs zV_(AKU{91U)t}-#@NeB+v2vo}*PZZkAS{BP2Y2wW<7W}L*a$!CywrW&|J2zIwPYPQ z7sbw6i)rqk#>)ApyO(%hH=56>l$E?l&+vDA>pUE*c_eJ=FKcFcBy`#mF|R_$x=!BA zbX@D>c=c?2IDA<`n9EOEe``V*oye0lIMJN49EZBH-mgot(?=#LEo(qydscheY0sOL zv?tk2a*Fxo6q=i3R!UfUR;t~N{G^joL+*R2_;{+UjWqe|u&Z31I3O+Tp>IWAObcti zOylKD_xa0$r*oa$l^(Vh!lzNR`I-8OH2HkG*8Y9G@_S@Ie5YP)q<2_|U#Sy!=r1lA zq;8xz;5_4!Y3=$|92f!BSCyyTv#`SwlO<@Ji$XY+(> z6YQIi*|+Cmd86-`E&RAeDF0A)-;a8Ur|hLT=IgWc31j6X)4RstViEZ>Jv$ZXZNj$A zW)AtbD$ML8e8A&SuP}7%RcJoS?DKDONPE~HxTeT%-(q_!io;&l%Aq2&X*+p)`nZng zx$bGm(M-`zI7h!z>ZW9M;1OA&Tj|Pa@alfv${A&0^)0fU{>?v-pwIUh?xYqR{XSi* zTbs~zFdbd(Sa%mb^#VOzZ8_s2*)sZW)gR$4lVA}I>Bz1v4)5u6 zzt`|MEPD`sM0pOb)Oa_p^1j!pF4{2@j~OT{zJiBoL}}=Kqh3D@8PL*P%LLggFl*FX zrJ>O?cJth)9()?-dROhc1-`6-FWdC#w!<8lx6=K_tSjZIh7FGWyZoF!KHBe6s(8w$ z;#5Q6mGc+2E9KR9O9MZAKtFE-&h#oxTt9E`5ZHfL34fYedjk9!52J>bsL%ZDXC4xL z*`065@!4YD{6Mk&6L@Z2GY03E=(DQ}+v*4QEeUgJ?+ZSsu_y9nm8&D+WZPOk`zvwJ z9`a%;WExk>M|hR5{TJF*8qdN-cBppYA+IoxH_u$&VLDbWjjF=#(YMXLxXw?gp=y1m z*H#)A4$^uKZ>0JBCJ+4+HPlRgOL)^4*7SloRYT&!e)mbEW4G;uuN3ILHNutP!sY`o z=7=8Q+3+DdE>!n$|B-6K>CQ7ZE=<*@+x>D}m_IcxG%+&hKi#bui{* z*!4DT3T_>Foc@J7^?_T3x6;+`rnSMejrdh$3tWU(J67Ud_*uhtboh8Usg7LY{Zy+n zmpb2ETrmg7+6Zq`dcnpiaiPujxG-WzTsVC?F03iRtL}{GS*a6$jD$7G@u9=D@nP44 z@p41uk)E9pre15G&a8yc>rjIIRQy;^CWh>962p+}q)-a87LJEoA0+WXCWm_6ljR8U zW__3(mY$npU#a~%a~d$*>ADc$S~QyW&CC;zXHebSH6vtG|IkC_ox@@_5p!W{Ki_VLJz-=d#bP!E?% z%d`U`)9!T{fh}oQ{ndjbdAOeEZCJ^J`aMrXM237XGd}#J*=Bf#UCBFYUT023hN-<_ z14&na)7Z-X<6UyQNlBYtwn}E3w;7pXwKU zpaUEj;5vCqX8Y&(20f^kTJZ$lvv4eJdR?nf^_#kEcUj0ksF$}Fe)Z+`9@#qdzn%A7 zt(P{Qcl-r;1;hE!QX$XVJzJW zkLm`u($sp(o8T1x_4AkTsfXbXe5$$(c9g;luXi>*y5XNCp*wHDvRe34gw8$4?l71Y z1JgFGva@GxX{h*TY3StG0e^bXoi@$Ksh%&Da}SH2gI{!~Xq~ruRB4!v&y+t{8csM* z;q@@^B0hrj($KXUANmp|E%Thu!5|nlUJcj16OWXmM~9No*iq4rPE~{(>A`lcE~Y=@ zvOI4KpNCWPio+6rC(JPrFYhyyiejdv>*LE(g z=oY?9HD7;Nv*c2>o9ns3mvri6yWL&K_0>yT>O?bz_1LQMAvkvIB;9&{T-fkYTxd)e z>Ngm+^`Q-2j7PPLGdm040=&YbO5xnj*W-A(;T#;?4l8>4dc4PVehQ8~;`V;Hb`{=6 z^Xm08T>6H7{!g#z1@+-{n%Q{Y-;QfJCfvuju#l#uE}io#ZiO4}b{thpE=|D|ucwI( zcIz<}aBm_WRtFaxtv=1g9|ywTou0e&IT-ty-O!C_?w!o)JcMg4kIX&%Ex_Ft@ z@uB)_dKM3S%!9H>wbU?1}Ez%5I(el0z0x zY56C~VHvKq^LqR3r<##ohj;yu62`^xXkEx(3cGd>x06*bv0|$nz|;0x@NFIHgloN) z#*dC)O->Jc^%1+6=UF>EBUJJ})PB>xFdBTJJitC5^T~h8d%D+7o)a|rvw64ZT3ajm zP3;q#%QGMKnHH-DJ1+M1=QaGQ%T4BX7RY5jD!=A3{?XTQtS0vHJSl%!mR9=`J1l0| zFMUjY>5Z~Td9db2cNNGSLCeU_IsvdZ3yzuQ{@x3+Yox$7&QR1QgV{J2=f&conVDauRAh00XmNTZ)?W3pLn3{64sU zGA?zl>-T%!q^XBz*n(okn5j^eiRHF!5y z9XJjj8{>PoQ|_Xd<7sRErrzr5F|bfVc34uP$Cpv#wfxr zT9dGJ2><%pCLsq_)ov4GMvaf580Q%2a6K>G2McoJ@B(=8pjvG)3^`86>VS7ljfCSr z^M!Ad%_-Yp`6N3W;Mc%mkuaegCuwb$@?UTZ51YHv?F_i1=E``8wth#P|Fduj7hC-b z%^Nl>--A=ZxdvauwXNp+{srgEBX`8T_Ig}zHR68tVPE`gC;U9N4E8uq&f{Nr1dqbA zR#kZ2BWU!qal-kuvgh<9aj8BJ>u=`A+KtGwdYitY8Zl{+_XgJnd;!;fb^r9Z(CwNy zUXHksmo)pKB>N1Lf+MFT_E5&Y})G+YM)G+N~JPYUAy^+pU*N($Vdn^v6g$=y%UEVc^7=u^!hE4a? z@T|&78DWb0aPDH-)+#mO8hX~}FzZ`f>~KctUyvzFn6~vvW>`=c&uXO}9BQt5wG4Ul zJRPp3VbQOS9Oiwu|1jk}n3c=l{*--Tr{y>FkzM*u4sEQtdFkfnZkmT|*`uB8r-_9Ge4aENZ$Lt{IIT;-4k$Yjymzc z1F{_E)3+AGvgg%@(OuB@w~$xWA~d`}El7JGzm5-{FFvEIns7$T&=$wqBt!Y69baR4 z8%~|e*HB(W=QjVGXK$B0thw@KrmI_)JVX111=CK`;+vI*4fObJ-_vREt=az04}&X7 zQ4aJKzvY8G54-3;xK~sI%ekKJbua(r7}?`=s-@SLg;Up=wWAS@ZA7nvN850yQR~%M zl{n7deXm}N98iz`PQP|dp2Vk8+;`@g{FZd1F7x1rI&7%dv+X_FwAa>u2OkFfSozgS)=7-JXfrqEDjxO;c8c!H&6$T zU*~Ve|6pTcslE4lf-}^syL<*d^KtqBGk}yG%X9wW@b_x__L#QTWD(^qpT}OnxMs8WWMfCok$k-fuqe ziDmI}{dtp4)2hFxQExOiyf_lN-i?>El+n_dcl;2K)4yTU2ecw}-y9rf6D;by436Pd z`|z^5XYrSx5eb_;&k*-t495!J#?5BB&u|(Uo;JHxTxfR|%-X>F`AKYO{~qk2Z#7mM zuEU*9!K27<+zVzM(-)XO+0P2}1>5pVbkozMb+sF<7F1LAhFPc7g;DK&A}y|dw%2tz z9(RZO@QFCQ6E^=MzacTAe&B&$5D7c@9Qwx6uCC{Ccp29^Vs{}OtIs_=@GtX_?oP1t zG9fg~PNbD2%F@HJjwObkMM+^*@1(G0w%x0;{miocP+&QJ&TZY5YEX4tx*052W)V!KYps zq1~POgLm-7Kjdq<53Bg(^YO0HI9K1T8NA@Ur#xGS`5g-B?=yFq^D&QDd$^q!tJH_G zm{;?=7tC+U$J*4MQ`rum^SEE#EDV;9H8DbCe^CCr{a|%^+D##&q0&C+rBichy*v$l z^TH8xIraagCj2-rY-yAqwqBkuU)&B=dF~z6h6mtRRZf1G+a*67ADYjzMcdjXdq$o^ zx!r`jZ)*`&-ppspBVXQ~2V$HZ6|2op+o_X#32*$9Jfz?AZnc)%VE%dEO5O(9SX=c9 zr#=U-_7{doc9G8u$NH=&%xzsPtGpP$DGpQBGo@42GHXjhH@I-Z-}-@fmfAzA2E#!r z)LD_|c}&an%{G}eq|Z0}MPKYN4ERQW9}kP_)Wa6xPS4W8m+}qGf=vrcL%o^&lGDwj z+^1iM)3h6{M#FicHQ^DDi>YU~!f9OMpy$Gek~}`jduG@7{IDqrF7^M>>vFquS4o)Z zXG^}&d;8gOo?7oh*Y#y;!OP)JSNV1xd!h%;-PgHY>?3OjvkLX@3Y<3q2Rq+;fla4i z)0o|Kar|rsOq`}3Tfc|~MTcs91&;yl(_;^fd=V}*l;2h+PhnQE83*~SkIE5Si9>BI z4h`Yfq5l?}IW0C9P#k6~fJYPk{Kn!?aizMi46iCE4hfxL8T=Z%M2(2sPEtFzy+^Jq z{#N`x{ptt)hNeC%weM*hbo?LuSL){;*YSrH%8DxENx#@$_m)k<{E0Q5_4+?H3EB0` zB6qP1Yl@!Wj+ijGnZDm+dMJ7#QWcZTBba2(Su|TJm8e^o!v~!ZDUr#haOp z=iifSz*o6*C@uQ(c>afY{i#SeX~v~ah3mZ|PL`{Vq-U>GKQ2%&R=}c$>tVx}ybScB z18`wP8m%Z6S348d9Z_HU-Q4%Q2KbiyAgzg}HMS*f{{(LIoqphM+zM{(p`j0(Kqnhg z<8|1AYYm*Fm-qyaLm6%r)VSC1iuU&P9d7Zi_A}rated}?)^$pcGr??*b058ocjG>| zI?H>;^LoJ1#a$z2?$w4X)xUqi;Lh>9%JHEw9jp3ud^nVu;O{v-YivR|_y zPvn1?{91~fD!06*yXf*gSK4P`U)YIf?6atq&O-{XUQ0I@kglFFb9hBYnAQ(Y4a^7w z?#c*l|E_mvhI+)yxYcSoTfABgWSW+Dr)Q1L3)%6T6tyD#PO<~*Fu%^TWV_z9i8L!Rs@J;6`xqIf4S z?39f><}dlkFlw?C<_xJVF<^-qni>9yN3Lgc|R4 zHP%1yFdU}$Ecy>EC`&E2hW2x~jGk0XpKcA0E~dfI#s z+W2QQ@8z%xP8}YC_gqp_|3x`R-+lCKyra%H>Mr%*Fg$C`r}7K*;L01|QR>74bv?h^ z9f>uy+~{Pu1ZV5y@dD()!8F%@HUHCb_@gfx^+H84YFZWD97dnMpYQ2be9e3AANV=z z!EPL>YMMIkCOoJJR-G;i>+M6E>e!ZA90m-+nbdZ3ajpX}YT~3~HB@n!a~TfS*1p+@ zeqaN6`FtcRYT>dM;9gh5E%)pDFLP19*!$6fj{$#c^n~}etRyUi#o4%G((V2REL6At zPYqkF_n}96c%+Qa2bzSx;a=bcfXG9O)d|@wHSv(F4U-e#h;F&&)F$H|@Jrm6KC4{y|?AIwtqIQW>E9{YD{-GY$xlGG&)t8o?*xcyZWjT@2=rl zg>nH$(c>Hamo9%!rmQKxQC`xXtN0yaHE0XTshIJ;9{id7%nct>2j!GQRb*ld?z8 zvCHcZ-uL5tS@K6$UYj3^@5+}!m>;IihF#0?uJ7zwrD^R-Y$12Bg>1wYp$*K+uwQlO zn{bNDv1;4*eDb=Ya6qul{a&(Io!TX(eIY5_myd*}j4H-3EWk(o3WF zoP*CV{!a0FlL1h-&F@0)A9OI>k@ardav{*HIurGIyA z4bB~EMECdDZtA^`ALs?ZmqY)>chqR5xX_{Rc$fYI$M)3x?AT{?Z&()9--prP>(t|k zf@6(px#myeNPBB=pyR34p1BP zpYeZ-!rtF}?>=q*MlXC2_mY!Q{z-8dtsWfLS{;77_v`a5^L`Ux?=IM0=W&?7Q!jv? zH+cxp>qkwzh9;r#9s7~rkR`RUiHx2mVQT_k=s@!`%gq6vw9l`9Y?!tb4^bO+Q4@84 z9~at2KiA)1&qulDDLe`GlwK2WABKI%&E;<1l@P{{lVR|Lo_^GiWVY_u{dOZaR1@ur z4_(}Ez@T{EMRn5-yzCh}Y3}70;1y`wiBA9~O`{RbZbciy!8UYOXLf@J*WzOM+|e95 zw;FNZQCin-H6lI!*mQLp%vwo@-mN*oRka?3XL#2*9BVIrwS^A0OI_Jv2OmTo8d_?c-9K^R)D>#czMk)4d<$Oogr(&$ zd-V&EFzgWQY7!sHFZRA}!!e)3H$R18C*t+b?Wnjffo|yYsrFekOO(ez$C@h#en+DJ zmpt+ROAOopO4OsXgZ1VlJA{)$#X2}vtya8*xAcx=dBHS!Gt;F_>FYT@x?R+2Pfiuku2VUG@|HfLqm~SH;lUlVMcb{ILHr zIes1e3|93Rn;-V72S-JZH)&aB4iC_>7V90Zn$H{56D**pzuq4mzO`Zf6WsOR*ULYOoh z7aG6Gb*%pDrB2O%*ST?{gMQWz7FN=;+PYl{%Z|CvKCfpG?ltfoU*jwlFUY-n8WudR zub|Ew+~2t`gAXw3G`(r@ztv^5rh((=;C;N`_IOb={}FbL^e% z{gwVN}taTJhtN(xFc^#cRsXzaWV2r%?+Pv=I=P2 zeTST?U+j11vsyBT*J`^Nzc|f^=kh)Dt2=2$gCn#i_2kuRu%^)&WVhAuJ7Il9Y^Ty(V6Ih&+8>PPQt3*uhXvH z)?55fY#4r+_I{q;W$PLr>!=&!!bG@TISDSl0Iyc^W;LO=n~Pqv8g_jNzfVO%p$pCzpl!@@fg`Rn1;G;`83WNFQo0r*)WUtN-{ zbVp@UnD`EDo-ckxPO_TL9_e|>cGB~1wWDWM$u5nU-+9IC;h(8t?G@$?XQjaf^M{G) z_SC2AZP4Do_-d;P&%a4a6JcGGC@E6q^Tur|Z2GXD7hX|2T1P*WZMMklV33W>*IuVt4o_iD$hUK~`U!c+jd?`J+WSnmIz1qd zUcqm*#@-3_V7s4qu>Qog&NoMxlpo6C@r4kPnr6WUL) zC*ST0KWoVU-n6DJtk+j>&_3wx8)#TZ_#9wW(#QgJL_w(gV}ZU>%h0E>dBW>>Nayf3 zd`f?>ZW%U|*UT06Z(`>&59y}I)Htu&Pmc$5!zEUBuuJDUTFbq37@G3VO}N)ay74x? zp&i9xLoL@;4!!#ZwbdOpJSFNqT3i8Jdg4T#VA)N4l09%CUmxoQuVB`CwOw@9ck7=e z;mAq&@ugeX63u!V4CDI1r~&HGptZO@5ZL5I!wX$Exqf%z|g0bLK7P@vd;+i|AZl^HzFPL2WwGcR1v_;;_8Z&P8?I zFxpb@Ghv7QjHkbmb^o2u2L23tm(~ZT`cEqghwO1Y@`T;9FT*UmvM2F{Y_r#KiTf|a zz53y*_2#R0`7G}+2X${z=>7=Is;c2zN2-g$PIY2b2P?h9XFbaf$gkCf>GER+ z!grrT&VG7bdzd~>ul6f_1bSiCG@9X^F(L9d886qsr;aic^a7JEkI}!63HiI#g#6!| zF2YUJg7uE-o6(5MU7MxquwLiOv1=CzGoFmlU})$U(b&zU6rYq^a7RMeyNAx)KGED7 zZ@0XHeYnJlm_#@%&)}(qkb9}#8E@s{_vCdxWcN&awdC2dh7ZD{Rcg$ti2b)RT!x!B zeo&1F#}@m3?F5?r!#EbrX!Y&p`Yx{FVFh(y#Am!+Z#bsHR5k1DE^++HykWobv+v@) zSXJY*U#S)xL96OQ(`vg!eYg`Q;bQrJ(6!ul`w3>LeNWQBM%TrwaH=^&9WT-Ir#att zpTk<*N*!9yv6t4??;{wQfcFhi7rz3lHmP-g_nKS#Jk-cNXQ-3;90oK_2>W>8Yfms^ zxH&-{Ut*YSA1fmP$pOY^{=`c0lze!6QfUCuY``cZ9I%ZwpCs~gN} zcojaSE*v&a|8P3rJAXs*aaxyoovx4T5gv=q8Okh$SBrZz4P#}I)-T8oJ7mAlw6h|* zYvp4x9UAA=e&E5f&sWv>^!>Ib9d z);62-zdTtoW_1#MO@oi-CRdF%UpNPT;a9nz=pi12XQ%V&5NgA8_21R}S8{1~@sw7b zQ((6gAL-NjguLzz_u5|}UnZuR4CP`uGjf*m$F&S=*U9^{iz01EVaVWnZyYPP;Yu~k z7@5gW7um_-`ux@GPKv!>x2ty^QNz%g_m8rxLLJj>2*1!Anlk=1lU`hL0ZtVICr;P+ zANSS8xlXtaahGG&uFLxPPYNE?6%Nse7Cb4BU@4q=1-8wBPfw{kZ-*~sQGHAu>3%bC zp?-@!?hT%S&s=N8Mu#cjIi)1|4&PU@NBPdR#~6)%|saC=1E7tP=~<@>FZ zib571T7D1Afe9E_c`Vdg-J5U)&}2S=JUO(i1y+4 zQ|;Pb%l$s%HMkZGoqiQwswRxq!<%#UE*^BdQSX57zQ@h2LdW-I zyDW?G8PsG;HJYm*_zwTV5t#?|)qt?-v|8{)mAdL=l#8gn)<2ijL&!AB9G>lnGxOt7&aynI^$l&>cpjV ztxe|qhNumD(851D3S z!~uKzOlEm)|DnsB8!xLCmfr`H{|UE_;h}kaS-cKM)XLL0;h6^$)OWD!SF_Tm;d~^~ z{(8B}D(ndJez)k7$Jn8Vi+tV7ssandU(L3y_XBhKL227Lh@RzKI z40&1)Wrm^O!mA#3wXVyOAtV2aw|)7U*Yv?^knFKbkL3 z0ZzT0A98rI=CAX;dBX-#%%Z<9xs*5SrWTHGY# zbgCO^<<3#2M(uVP>~h{193@&?Rs2Tt-d!9H|BJ62f7w34YtfTiH9&9fD)m_Oebl9Q z)0q~+qan}9ihi~z?3#`<&5*^4Ck=c{A3{A>4TrK|P|v$zRDU(}09XXO7FOa@xK=y7 ztDna#!BJ}uD++}}{Qf!^2CEue?3@?ECbz>o7vZ%yoBL$V@*E$*u=@OO*W!7!tQ=b5 zsVmjX^L-Y3@JhPiAbpAbFQ}VoSZyNwx+yr**=nBZ7=IJ+t3P7QmBOfj{FIe;w(FB^ z=0)0Drrx zJl6#^J0!^3^w95pTGk=j zmQ0%c8Msz!zAJTMcfG=de`oMmX6kR4%Neal_;qIJcBQ$TMe;}MHl<584cqhwquC5= zU&{`YlI>ZQha8>5**+mB9Fil`=c(plJASq5DgMyv+%Wz+88Xl1g~4_`SJSP=pMfXE z=bK%oOPPCacbn)~(*9(RnsWzT9(EbXd{ zw_%ul(De3WC(Q6%MPr}G-@c!Y#e+4b0A5|%k~gYl*lSnC&TG_$W_3o-w7-Hc>tsS< z=*H*J|HZr+Q9*If&ma$k7m+FkiJ{Mt=>*;f?Gez3pr7=OH@?{BU-J^gm@ETgX; z+O6`P3)npZH zgFm(4&J=i-(g{ZOg-yd~RwH>SA5jnDQN3`e!|J%XmpPi?)nCHw<@TKRdh*ZU{#Kl%bwWnu2dR zW~k-H42MHEd;jK{rgYO&z1GiQ`|;ag)!?GA8lRf!_iJw~(ldfXMQZETK1WA^zXOvT zS;cs3+oF&Svv!Xw3iH>yJ=j~#Wns0qk5Xbqved^rQE!o_Z#OZ$Wsfoz!?VcK`o_Y;}IM9rdG_3z(9Mh8o-#Y zH1=0y1*gh1e^~$PFdV|I>O9R`WcR`*y75q1=0o!J>yIYF8nw>duD^D!$B$`R9#eIN zK4P3}6xW)(J)Te9Y|8`j;ox=hrOdi)|5aUeOn>lr1lOQv@p5H+E+=7aP3^Vs@A`&! zM8bwkVFcg9CVJL}|HRo{sXs8D&y$wbI|*UGavc@JiDF##c!We zsjlN&tr!+(hE4D9Y1q6P$NE$a_$P0y_dX6*Z_TBx;d6}!s6lz$SHsM;)ARz=uETEi zS|3phz8K*PlIQSWHSIZYivHe)r(^T;<_))cU%U<*V0Gm+31Lfbcs(c~3>zw28FmeM z%jfZVLP%)L7k>$^H7qgode*I+hiW~<4*aEK3S?-#oosJ-O4$3)lrW>A`9eOdx-ZbM zeohUCF6O~f6Q+Ec7RDchSq;n<-eTv@L+N4di@x5%18-g@KZUO$2G44x2IPZ3`fdhY z+wL7b!V#k~?JA_Zx62CUPiBR~zsi@9DYI*7({P}%-C*P7xyxqQDNAPI0bWsA$Q>?d zZr-uE8RcA>4Ugzgjw@(Y6Y(m!3_B0yg*|+t_2JSn_!PbDR{MhoBENDbl4eu?q&@~C*xN9R~2vA4gGryk1q)QW)_5j@T!sB zIa52>JprSJz^aqC$X141L(J-|sW7KA+b%GBS2OetcU`JyIJz)oy)Khk;zU%iD8q9Ln-J8B&QxuNj2eV;V57;&2jN)*l0(bdK&9ldK3lpZL(yEJT zG*{qU@N5$d+wI!ye=~iWE>`a`HRVda?;q7>XVS*$N{iK%wQ!_peL3VjKC66MRH>hJ zra@f}n|!~k5%1_X&a*)swE}O$<&NV|GX~;sxXMA#IrBVvw%68wCtVyatizWU<3cO` zuHJ<`)4CUh0cyLWMDv z9-I{y+^-&P&>LPYlK=V>4Zb;l2p?IOvHG379*1y@Z6Cs@cU-@l)JyOwr4{|>TG!?b z*DQ^u-9Gbj$JIx_#f4fOaT@x}_Ko}nsj`84s^6yQ@im~IUzNb?ln}bsOO)GAx6|mmenLVhyur~SAtdShFRq1Ws1XZa zu%Fa(q_pxJ7pke!&E{R8w|Exqx>`T-0NkV#WzV5uJq{yiS}Qv7L^Q|4el~**XC}X_ zM=%s#wa1yxHgo-h++{j^bWZX3aNg7h z)97O-ug9%$s)ddb*Z3^xXKP^huKD@|uXqh=)~#+k&7!%jaG$p$q54~|?^Gll#<4oe z%Ubque8_oIP51+!R`hdAqh)!|CrkM~e1^+#t_FYSiC^NgpaHIGq$VuGvj)iidk5Ew zPm*;f6aM_+m*2-bj;2FVn%C&Ys?M z_X;}JbMmq_%cY@ZEvO5xk~8elQ5Vv%#(l#R-#RlKfPnaWmXp^luD0qtsroReFP^W^$_SrWi%Dis^2rPPrPex19F@>OlK-7Dn|f-mJrw zcCFe0*7aLnt*pYZ_f~oD;|kTCdWc8h)?e}+GSxX(;{_FTnUVAx*ZJIsTyu7Wjh-&= zVO9-4iR#gPC&M$>;&}B^{rz<2!|*Fxzn^};v<)7ViAT_E+V+NTw6IfS=-qhNj@7>Z zP~G?~Y&!_!aJ8P_)5`v&nVrHxe&=<9Q5{~Z@fnP`6ZYu`l)}FWop7{fyiT~vkuTuP zGCCaGSqXC{sKJi5$B8ah-@%ssO^QMtwePmZ=Dz(b3m-bFK8xy79d3cUbf&SF(9m(r zzG;4z0%v02OspF3d^KSmpMgC54bCy~kHT=Gx-jghr+4UlU7Wjn{i4vwF~`>nvz$Ky z+dQ_G-ycXU@_&a;-wwBee}f+OJZoV4pYGq*=kmBZ`YReB&FvH(S-MV7Q%@r5Z;jkk zPXY!Sz5c-{ILBFZE0J*hQ#Ch@nL@<{hH5f3g2nYnekz^ zdg}n4sMi~OS`+B+`iEWN>QvfNcY0F8ZM3P`W@rY{%e~hMm^F$vRa<{AZKR)#;WLF% zJKfI5v!=qTDNm^nXToj1)jeOrwVz;C6W)FP*4&=F7FSX>`sz1K@_9V(xnK9Snsv;( zKBKSoGLP_$dR>FRR5u?om-H7N7{Nh1#oMU`@lowm%SbK8+ot>EzPkX zAjd8rJ93)Hkg=Ek;JdluxE;?CdvX>GGUrUoI{k0{_W$OElRTp{bMkq@VAPFjzaFs3 zZT9{7pA5Rmrm4!H3H9?0=K$$gkf#$(1BM~Ni9P?-zN;zGkk`|wY{ZYh`Hz%g<<$0`7_h( zhkm!v?pE{C4b(1pLgQSup}M9np0L>Up3x1@xSoF87te}n_CY;Wbwto=NIx~ z=kvn3y5eG+N_=MU>IgloAC6W1 zmG_cCcOQf+>IG~$;r+Me=b+t<`;azg)+py{{?Vy8)Re+ZV9cpQ>OuXjZA;a9d-c2M zR(o0}$rdwbasy5vlc0M)9Lv|ynr2JWq_F)UOuHcw{_5QyfOYHP)yoNC_JepuH+_G8 z(-n9~;bzY>n`eBK>-`4T{U!9WX8LU~t3Q9{$v@O&>eI!16`h~NW$sXyT?R8U)sWRV z6u(%lXK=0S@J86&>u-GY>cCN>>GA5memK?=pF>+muUGgK7SYd_)L>oRU-U!IfrU~0 zmVLE~wtt$QJ_fg%I2MnCk*D#i>2LAte-hQ+@vnS2?_Fx2>D4!mkFD(B9R! zbtmGAD|kt_#ruE2^AER1!>z+-!zb^#yZ1hSgc+WBaD1h`J3H**@%hZAXB}5hZ)&Et zmixEmTY050Yq~s|CH$j@WWjIKC+yiXHO#bgXX%DinWbs?L7Mp+wc%2GS^2WICZ&gw zFl!9V${&{=##YtrvWTfp4}H4ADswvR4$5(8B@62j_271yGxGaZJeXz2LzcXVrlFgR zhE3J_g*aB-&Ds8*HVX+)+hPBg9jbTa@Bx|2xx-GcmCfyA#kHp7;+46f$1i3GL!LYy z9P2eZbKc4e%hiaJXz*zT`C%DNYlCC{W%>U0!=y>PSTCv#`9|yGSpBEz87_crTl2&8 zq!wYtMYQ%i`L9;A2z}(uR20a=x?Mi$96iDf1@t#F(0mOA>cbS=YG4G%lIypvF5F6^ zX%)h-%gq=*zzfe;dTMJ+^MftJa(rv;&9Lj4Lix+CQ8}ga9TRsHh8_oD!6~Z@_Z(7k#NdZg&DFT6jBL^n63EfKhO2MT4{g(tYv$)DX%-u>K< z3&Rpe?|*rp-uqm8vd6sPad0o^|2~7`FmDPB>+ku};MZ)}wc@zC`j^5m)NLWms=`l~ zz^npzKLUn!Ru}ekRMN2q;j5L4=x9HA{be{NzM1n5&WKa);=PE@1J!wT*C1qb>qfDZ?80e}C?d54Z?@i@+n57X3Yb^nMD z6&dy$(_N0jnc=Bwya#csj}v8tCWSUvnJKv@iRPCSvTl=6ryqanRy!9Qoum7Y@AS3b zkNgD3G6!7ST-}bNIF)O&{u{8%?8@j0=Wb8WiM4x%9v`8T#XP8YcrDDN2dyll1;Nkb zN%3L+IrtWTdAnD=hfy@{o8hh6a6Fz>sFpoIe?K~^CIcb|uNtie>^aA*^b0WSF`Tjr z$9#zo;$vKEJx{DzpS~V9yFOmkls^IfW!$gEgM~YtyBZ zOkavi|{B`Jfv^&kk*q0e^W|0{eDWw zG7o+DmQ)dZ~oPWchm-zQ_!<;s_(dC8wMtD>*4Duct6v?RY zv&lF5Io#Uul=oDnrt|toe_AL93husL7$)%2Zkhp`pOt^_J{ul^TfT1mB21biU)s*0 zov?2Emcp=dbIoHneWs4a!-l}Fy0B}AokWY_*VrR6sZaWh)Q{1cu>t;8LHAmz?(8tu z0k0R=Qww&(C8wx|KZV(Jy8-$R<16_=_&B=!$e+efTd$|N^LyddEj7m+x>Q}YP1a`D zdAxa&(RLZThALrHG&8ewm>eh9PtrtK;#!*V2*3JMG^=~`{p$HUuYc9OYf|VxF)2*z zmJ}-CQ;*?lz%fa77bMy7mlW3WJ(l}A#W81s-N(<+vPQ`zcpt}-TX3K?JxhH!MelIF z`QTxT=<&E#S9SPHw~)u^2?&C&Hg^0j`zHPh672{iuJ z`i|<%p=#rOPvclP+@VM5WuBwKGkp2W`8xChYwv*b@Twt=ZG1Z!esHOwxt!VR=56>? z|KT*he(LAD;O$esUqsXT9RE7a3!=B$@LU+Jw(eVK*Zmc;vu?s&Cz(BbEg|gqw>~QG z?bv?seH$&SP_OWDvpZ&_XJppQ>Qrtrt0Skh@f|5LS5n+3)!a=g?_jE3fwZk=W_9ki zw?f}A>VKcqI$a)ndgx!79wyDF!*7)F_iK7+d^umkv+BaH_!?p}!?poD4a?-rob`XX z?yJo|CpI;=*)$B+D_l^L9SWc2Z}^=Ce^WDld;LPWG99Peom#88d_(@xh0SHe%fhmw zezW=K2@7*&beb((o9ngJc;LI(0extGUKk>OwB3t&JOOzjA9k%ut(k$|%md%stj^Ax z^1}i>#Kkz*>6Pk3J;T*zbLu_PBFtQbbA1WJYU5ULYsd|DepTRD<7Jf2hhOp=Qp^{Q zT_!JUvFyJ^HMv=XK8JDkh&56}uDzlq{*99@!?*U(>0@2P7rNfBRP$W#8tmyh?T??h z?x!uFd$~qW;|()!pd-Vj83S=G+R%zlFbMaVtX9nJToeYk#Eob>3AoH0b<$yV(o~qU zq%I9C-tW|9%iHrZ^`$qBG~ei&K6n%UQ2+zK(*uAhli!q=y3FgC2QwDof3tC@@n((S z(1H@08xQ}9FU%j+E)1*UVc75dvH0Q=xV6mh^FyJXHih8`T&wkv*Z;6g!w0>$+hE?{ z8ZH+7I>y&A_uAb!!t*%)ktYiMz0*&ftj5%r82ka=^}cg{GWcM{Q8-9b?rLSl&TlL>zRK)FS*L!hO*BM=S$4q@c^-0PAoM%=-SdaHCscl|_ zmNGpzG1UJJR%IrJRV)0AFDQSLnveIo@o@9FmnVmg4U@yjA7GK$-Rc!dq0AibDj5V* z<|l>GbM1CD$Kqm23_(~p}RU4lEA_BYR+DwUrBXp*|ZS?MN$SG@NN<6AhNJsDX zD&GShH4496xZC%8=~!yVc4xr3b79VT`ix!ZV7v-zXjZ52s{NDoCg(c$D?Tgd9)nv| z`+h#GDo~3?w!r&8`CZ|C@kQ#va{Yq);=`B;>OtIa@G3ul3@=pIj`JRBy|4GVMgQP` zZs}J^aH_h6`mam|yjjDpbgVS|YUQhb$ES7Z6kmJ^Y}c!(@9#rLnqVXQSf~Ca7rxy7 z3i^BgkMjRIriAW~rG$E)+hd_`m<_WARp}l6NYg4y3#*6mI;=%H&>6!N4_;Tv~QtC%+3u5I_HLQ({t@n z#kZR0;n{iWN3(?&Iv%r^VzHm|nig*5hv3iZah4fq$CA4FW+-7*Ctu@R3-|JJ<;znZ zDhK|V7U3{GtBu`;m3*YVWzFQbDF_8U%oW~e&(77dvi`8He?1zsPFL5nDR~SaXf;EpixB6}Ns=`pZqc9{n-#X{( z2*)N>>tC*M{kzX97}?0NG^o>hdL4you55MR*)U|U-U3e8bA`Srepp{!yHCdIfR9^- zb%*8IpHFK_b$<2X{%dd~_!d3iTG+MRF{n4(aWry_b@XwR^(_qJ)szMQkEQ#MuX^tP z2R`XaGLuBse*fOukJRewN)qXnBuO%vNs@F$l1Va|Op;wmB1zJfBuSEFl9(h(l4LST zlF5}MNs@f;=X*YXyl-bazjn5r_v1XCkLTn0c*3>b4@otshRcuQn{(kJo>lt}t!fLb z+ub${RUbw$wds!@?={c(9e4Bl_Vqi|`J0SRQv1Q(X6HvW{w}y=+L4GiORrPkp@;t9 za@tj^wmfLV^ar2f{k{^{j*Yl3V z5ZBE)WFJgP>%?$yC++>S1UtJD!m$r|vR1*X*Ko2I`L-`oCw}WZd>&r$mv-WptdnC9 z-=uX&*k*?38QemBxY_xT^AUNZ|8>cmHTm~cpVejyho*&f=Af6<$$z(BXWS_Hqx_>&``8U_ zS9A;7d$ByMnnh*`o7$Ud_w%4tS>cd=;o(=aLoH9%=qqyY9(zlQA>#f|d_)DD2zOQX_^Js>7GQ0A^nBBClpJ`pP-ixnnBX1i{Rko3XXNTdF@*C#B zvAJ#3x^3*oaC@=YLtgl1>*Qs%&@;rf63i8@mFE}pt}Nxx?Xx&s5L&jhPvaTPC|6$cym)#wCj-w-SJD3&0*3r|v&iQ`#rBMwmmIl89zK;DG=la%b+|xGf-XG;v zht;YpXk(Ec;vCvur0=-@QeKb;^&LKjUo^WMea=XhRv!QT{AT?4yss6!`iEbL&Sb8j zx6kV=V}gElZ0VVy$E#|WXY}11+dt$jKR}ymrS@>ntmloYpq(^t%=hysO`O)dDdI)g z*V>MCICY70h3=bRM&yv1WU5@>rXNISam&^v+7+A_dTekV+{(Erk*6b(m%wiJW6ra` z5<+9Sn$_lb%VF2%N9?@POWb`(@1CYr_bea$bujV5C~mE!H!oeFE_4nTXPKG)A06l$ z83^mo)GLFp)8UmmvB|aOdh+ax*B@B%Gi`~lV9jWkxYF*HJPBL$0pC*ZeQTctZ7PSp zm7wN})PDO5ak3mez%%Jl@G6U5b$D#6Q19{iH^3*HD(_KxIvkw+uD;(|bs~*@JFJ?8 zTOHmeqv7~S4ISlI)$nSunl%akOT(-BzjtQn>hF8dYmR$`#|+2X|Bv`E>L?sDPg!M$ zVdoBNzz}cmB+U+Htx%vZ>9Q?Og z9lPpVq-BT7d$YrwJv6P8$`eFC4xh zFU)>4&rWH*#W&?BZ_A^j=_jVQku`5m1-&b_r`eq=%uL@#<9b|waR<$w7h>md-mTa9 zP!I7!Wb?n9ht98tQ!*SDJY67zi|1hguJxS#U_4r*kCQWF&uX{Ri$YiahcU%^g#+{o z%boN8k?o)!EZb^c`mZAWTb$uU*wYlwG=>?+!<3VvHCMj`T2dj7)ffNhO@9t>>o(^x z{2KTo{sq%I`hKe#Y(x(j0H5|YL~&&C!lE#Devv#Pb=+5a0K4GK@3j9II*^~yM}2qf z^PO%a6ouI{^b5w~Q`hjs@|Z2>;ootw+xx@YA$%L=k19O(8KCE3F&kKvs9E+#v^Bj!Vm-@hrO-e!-bSpo?EeW(tyFk|_*#DOp8o{GHz4e~o zCWc+R5^+$w^~|>&mPfuZHYv=NJJ|G~h+y!Vdn2h@uVe4`08^b2@h13##GaQ$F<8?CL; z6#VHe*oqrY^LLMhTg&O~GwR@(%!(#-!mfIQ>+#3>ZoCbB)rD6({!P2OUtRp9-+Pse zp6_V!C-8#cy77-hcSy(g!&M`>%03G!Z%zy&U&OTQBWYMGQo_b#H2CvqR~6Bjoi&?z;G5cepDE|Bm+Xd7yzlR)@w}#oRWt01 zw)3m3t39fd?6t4Y2(z*><$Yv^jx}=K@vI1Dt#~nuzbuk>4Sq7}-J-DjeSJiju?J3!dBOK^Al}h( z0S`Sc7OB1Rw-k9FIN;Hiu5_Y~&g=8>Dwidh@G6GR<2knS*Du6_){o%9zt+#VqsYEL z-c{H2bPSxxd+~5lD4AI#D}sOQKG)m%vsW)*5RBS6M~~Cx7QAXTOlk?A$~yYqk=5O8 zeTzb`8{pw2xHT{O`i9rzVn^`EQ}HRUrRJY72(})^-=?c|huwj1-2z9|h7qi)aYSmu zzK%$(IPn^|JJ#>;p!#?wZbduW|58+ck9o)azJgCU)`EIm5yvY09=`qPIS$~5ybUwy zR~yf9+>K+^suBOeAF3a^NDuVz+dLYF^+VNy!>{3!oo2T3Jv!EJ4s$t6E|-z|fSvU8 z^1V+uckbr(xlir)vh!k#<4^TRsvOMjt;4cw)MGd4`_YzG$qXpYpjAzg6`%%5J482! zIZNp#-B-h&`iN$QN7-APpOh39H%kif`s@?skRQ4OZe_~Dbp3)q;npbo6^18<;aA!X z6FeqYR?4P?uz@DOo4+X5?yK#%R{pN&4Bf;DaH}^>K8_~8gLeYgTEs^&K-NP9w|ecs zT|Uw$#20tZ&_|>jwSZaOl5m;LW_aMvESQy+D(8Wgwegr8Waq%6i)A*e^;)R=HeIc@ zJKue1UehjsQ}Al*JbKs%Q65#Q1|0k{4NI+A<~d9F`>W1?Pq_F#@#diU z-pgCcbuUW~rE(kUw%c9UIYZ{AeD_Z>LW5mjBL-*k1lXzC%&d;uu=A`e+)+jr4Swkg zeuo3uq3`$lhljI6NkNX?T{$%I+|cYs^U-+L7`5V-w{vM8c|0?DeEnv5D)Pem+w#K5 zr)l&v&G_J6F{|>z*iZ7*c6p&=?>3=o7VoM2hZ)=3$b`%f!(TRIh+jpr-}g?{JN!`o z`)P$?F8wM^&+zawc7d%Z^nQ!xWHtTPj@G?&E}0HVH1~~X@NGHwBi{H4*B9}j6@~Jf z;mlCFHU2eypq;F4J5W#*mUe(&IL#2Z^?^APr@^!pun30D+$SHxQS%Ld#0L1c1Rtt~ zOGDsc7ykNl;Y=2ulnF0$+$Rr5@|=19#HTKRk2uo`KYQ&x^e466##`MEyOveT#Zmv2 z!Oh5w(cH7)P+LcSQD|EXbNj%lVIEuIy2o9<>UDp{FYC4RIhlqAKZn4oRyXh@+=)Zc z65 zvpVhK_rkSmzN2s9TBHA_$)({{dZUq9!=v^59sK|82JxpoX&;4IqE%|a1>NMoo8O+k zz-;9fbI*-sq_&qkc%50oN92sshT=}8hwSB1JmkQmw!wt1H{&+bT89brsg>%#W*f|| z(Uund!yc+`JP7)GD>v{bTt_Q;A~CF{mkdmSPx5*X+Wk4sZkI)qe6A12t4fkWzsb&- z?_5Vqsh;Kg^ON}8lS0phYR9?GtA}ti*cHc1RKFX4TcVeEZ9?d;&shFX^CzdM7r(P7 zSx!`o>syC`W~N)x_EEp_Ak}AZ>SHa!mK;+EWN|B6L~b(srRb+ zvaaNL$fHZq)CXKDTY@$5dtLWA-QDxl z{fbjHg*&a)bnq!Z3trIz=Xb!Nx|%71RT2L}#=qg`7_aG0J;I07-CJ<3Mm`%dVNgH) z&g<;ZDa31C7xB6;xKiy0rxrh~=B2T>TM3h2<-@AgZ}>QxdC~lH+E!%t@0E#2hKhN!E=#)nXms84rx@UHtOfVd59~|q( zGk>f6hoxqHevw-=Fc?|5r`+9Bg|=O*Y={3!EoXuVuict)6GN$4v8FDSt(I-co*x zA;-K9*YC;pGtPmTFl!f0Z3MiG@T`e2s1R;-g^#8Eib9L7QH-mFc~c$J;8xv*>cv6P zx_0J&ibCvCSof*t`Ni{|iAT}ls_%kJkKj&^soB(Z+djpcKBQIQOfmD+eQMb>TxzEp zHlk%kj(*pxabZ^D`}77Mjy^Wc<0HMwgRkRY8`PR#L_G}?cIZVqN@!VibgZ?stDKSi zW6Sxje${(83%?pgV_(FV&)1)mAm>yqSb4vEiRCf})q-u+f;-Q%^HAREw%Kx9`O6nR zpytw(n{*rgG>Zr7{nlY9zh{dR%+Vw!gtZ+KWSrwXJf0Ku0rMW<`&_E$$E%o;pU69& z`2Ts+D*dPgIRVwHWyigr#E+3=&NeyJeD8YmZFzRPln--$*z2;dDB1oSGrGqmg?08D zSAS+-s9JH`47)@17Q1c7v-A#2XYo8l4t}k{Y5Mk!`5{)~dS2@aSr2*ebto-<>I@!$ z>z(^Kd`f@AjqmxGmgynTwFh5)rrBNkoLa4zF5aB}KD$4TM4y_`5pL0^<~)OE(WGK$ zz_dv)O8vKWHJ>^@wZqpjhiFy5(6MM!dHY~obMwn;&E@cEJDe(3`>nf_p8`&8EW@R4 z(eKj(Y;f$nTQA^2x5LjW{lEs8+B7j*^9_Ja{qK}7gIndbrpc)j7v35ly3fO-*1_Sg z=~uh{@3SOP?#yZaFQ?#{G4@6`bP=d$#6% zzmvb=1$%aWN-`IhZ0CcW(GTNU8mxZKVNEnkdBRvb>|f3eRUhPr@jG}S zV&wisIM=`O!q!1~Va-If;d1)?_wu!9S}QMV!wXNx`h(6z!zw>wwkOclZ!-f;x5|iQ zCGRf?gA#cg&f&ef9KRZ&9{hKq`I*8{J)7_0>B7)&I;^UU_6--`#dCU3q26wx9)6+E zv_icdyDVPxILDYZa%)_6pT{S$8Yjcg%F^HgZZr!w>T-p8aX5^CQPrisS7WB(ZIwUr zS$qK}VdA_kel{P)G2ajQ%Flw45zN}1sHVf)2763jm^2Mu&BOE7-r;(qES;%jjF%;OKEQH{2@Xeb{-wJ^>A?=_2^F z9Cum|qc+jvVb&^Ksq$U5E4~%+nwG<=Lym!wKEq(QkHE3+^jOc)A2*BmwZ_A|mLE92 zz`g1`UVRutfA4un9Z7SKKhGTWef+HJ*ymE^Jy*i z+FF|PSwiJsQ#pZCjh1!~tkPp${3uTKANPGk55w1m3u)@l=@IUsvz>}t71Io9 zQ!#Y(443P=;81Pg7@hs_GwN}CYCXL!(hqEq)v%@$eClEr=S*|raC!yo>f!n+yd_Qa zQ#aGzcjBURMym-|(%}E0HkbY0btdn-ziV9Aq|j^%Pu4E{_O!^3d!HY7CClATw)Z?) z4jk)O-cI+&8CO5SFI9FB;&uK}XEE{}_ww3oa%##1GszaO5 zFwwr9{cXYq-mFRA%cJ2TT{n^s>yZL^P6eU+$MWCx2z#}HRc&BJ4*xAlR)e#2wmq^I$O#kws+4$d-st$U1_ z?BpUGQGEydrd{M~TKYjaRCykczPc~(OxQ?wD|g>g$H9N#Rj1=)Zi_t^=b~w?9IZB_ zfkm|Tguf$orrsW{YNZ-(2wa*-XR1@LMLg}@;Y_JxHT|g^)^vhj({QXA_*BIAP)l!L z2Infv;2JG!39i+4jOVDeU16H?#ba`lG@}@QfT!otWz_N zQadi~rB0-6mF@8S%V6SA9*FZ3?Z!z|6D8Oi3%9yD7f&}kSMNOiuWZh8nRaKX6~9+E zJ%?lAEQ4wB+mEWtc$)_6!_BEwA6||VJ zV5WX*W*Bvr9ToRyg}Cimq2Z)#^=EddpPp?GqQmyPeloQBt(E=v6YrL+hXs6F=%-=;l4s&+#JjkJG#-}xJ8xBV2>i(IXtna(8%+gLY`nAn)GWeCxua(EU zH3!csnTdlv<~n?=8!asV1@nq#e+H{13;DPf!k*!@u~|4++*@X^)tx(+@=z=+3^V5x zhWU=Zcvx82a!rESW9?tJW^G1{iR9V(2u@9)k$4S!KVl_xGZaiJ|5$S~zVg z&aq%J%HF}km(^CcJO8`tBhZAl@;oeh4d20g zhV-ReXZb960F+x zuxyCg{0W{f>p_}+)tOkIU1Z%YjQUg9Ou3t5-rZ+&%=*+e@k zXo?fE=vnIYVKeaEI=E%;>at5yLdqmNqgSW!&!^ynsiCBl$6;kEofFqeu!HpyyI0kR z{r+M9m#p_WFW_19tg5pzU`z&&SBBmXzGbgYzh5$B8`=XlBU62AZ(-Ny3{UT+Sz%k# zY(5zIq|arCnLp6v&r~D!lBIPMt~DEW{hdSi$_=}3&Xwhw8@9hMUrW~Vjtla_M)_Ke z^a?j6m`9{x9r~CbzLP9KzV~q_!ks(qtd})2cb;tbNA0bjW5251g>kR&XietHs&RZT zr}QU0Oa^=`t?S_91?F*NEI(;qnE9Ud-^gB$E97^DQKd91m^G`4E`PtBVK8e6el`9n z*aL$`K5n1bgY+!7Rq~=P8;fr_R*r*16?hsxHWx4J^MuF4syV#%9hcx}FR2e5kvg*q zt}S{U-+EuBGt4`Ra}~p{xc})D94!o`uxSc^Ym?WaSXaiI(H6g}$L|g_!num@EcIh4 z-Ktt0IQ47aXVIr-;XYf;$sENAerwnHJKjEk`7) z=gf)VT75tF^X1NsET_xghGRLOHmVZ`?d2nKo*k^vd(7g8_y$g`kYSEzMS6&{64bIk z>glhR#i@Td6!)002Pat`A8P4Beb1rCx8M=q31gPS2_C2kSKwUnIM?>5-*d0N;bwR> z8a53ci(}oYe#4)3(8(9v2$y^xIc8PR?W^?~*O~LfpBB!Ea;QzUbS%%kbt&y?1^n9T zw*BhRgM6U7aInMltzT(Yt{eK7UO<96Fpqz|4=?*rc=U$vf9GF+E6TTamdV#q*N&sT z*AAk&KNiisXp|G>Ra@1+5FXOBl*Q=(sfC8UD4rp=!4i{xZ!f29gor#{cn0VO$l-Q4y$>zM%`oo z>RTycZaUxlP#H9nQ^T?~sbRl-((e3O{p>GX@VCr&wc+6>(|I^$IlP@7M#HYQ9eK2d zXN0Q9aIJ&(7lur8+We(oXUa{;l2MyQhsp{&PUMF_Kii(e>~M&#wd8-<_T%w7oSS2A zDJP7u!(t|{=>+rB9p~qUL;GZyUXd4e@jA@m%^Ka&9M2GQhp(7LJk=hxHS67fICSuQUK z@hfn&y}YNb@gn+Hcepk9MtT?hD>CadeV7{WCcNlcI5WV0>5E{A8Z)hDVVKkpo?VG^ z-CP)URpMC>sU_)Uhv3z)MQ}z<*aH4U>cSED*GgE{>PgSb&w3D^4TMYcKTwzAY6n&p zhH0*wDf4+NJnRQIH+sGebhYL0;%|H1pN@5?m)cMNuw=2m<#&7yr$u%0ar$_Xdaoz1 z!MdN}(GmSV9{h1UQqvrf+3h)M#LhTaWM;ZVA8;Xl)ul>(I4;Vw`c2^3qO~7d7{#h? zI9ZnYqQg13RBxDcvl+oD(fq%iOYpc)%t{_GkJCaguvpzUOcv`DxnD2hSsP^;9<>v! zP^SD~b2pFjU%hQ+@Mp8mW(KERY#$o!D&a--pd9zPU-P5K%copvFO>Iei_YGwKjKO_ zPmi_mtIqC~C+$I>mqh=Sv*dD7Egbn2R=MBeV?LixOb(0E_@+C+s6mc?$)TxZ^-XF+ zn(jgTYQPqIJokBS^+w!rDY86L=&tI;ie$S`WMb;Er>RehajcjTGBZc%y`KZO^c_3D zuZO6A*kl4tD}iRVL+wgS>oiuqbFMz6-eKP#TH8CV7SbzQ?0jyjHrz|kS~&&=@QV*W z#SG+LxUm-3fivT-f?s-jjd`Ya)Y7MZ=4)5e^`tRX)0)!Mbd8?Dr{GY{N{?BlE~GuR znnZ)b)%t9LJ^0dq-|6U{JK|B;c?iea0q1^(V{j=JP9CG9&u$_wRPXZWNq8T=HxyPa z?YI9-eKq-|(ov$JOSa7SP`h=#Avbak$Imz1tVo zZ!=$33f!t_V=sl8kf&jx44M}596GHxvvWA#{I_hsQ)OoT9m#;O|Es6^PZrIwyZK4) zRXdvFnbyfJi!;nk%P(#FTYgw}dV$^y?-ozQE)|K?(GuBO}YiQ8V|c*%ox1v$iwhvCj5b2P4J{$kHZ_+ z?{zGihEqL*qq#l@M%6#7Z-~c@_1LU?V58@$fmu0|{T%#i^Y?I1Uvc#LYQK><)zf;1 zYhl$-H2ao#(z(3$*U^+<&qiD;;Z+!h8x?*M)vgBMUY&g%nf+p|w)*d4{!n{_mhiOKd?o|>WIL}5?MEAkQ_-$^*5FwCi|vbo zL5q|0e!NGE?b-YxnfHwhsko`rhr&(>HLU1MsD)k2%^BUY=WMA9u>L zoRA#y=u~58;ZjTWot|;sf8FO@I_`FL-_J5mJa^@xWLZxsVWH#LS$scd(s*H3s~h~h ztMIOua5wr&+AvxePedLcSMfGG*_S4Uy*SpA%M;bydXgXFS^P$koCl089B5`vkq+OL zKWy`TeDN9h2kmFa>vW)d_1ow|Dg2lt8mqZr$s*WOQmQ`8^fjz1%*CB1ssq>HM=)my zjOyyBd5;$zH#_zzPu2T+fvb7wUx?(_@Fw6%>)V@|q3^d##p9BF-x4QsS+CEx^ejK? ze3+D}wxda9sPURyLthQ#8C8+dkcs?Kh&cKg)3VA_11 z_Kp0zC-aE@3qH~7X5v+~9@D)DR_PH=xsjH~(>u9Z59K9Uh~Kmh8(Pt_Zs6-(M~6S2 zNB11wk-PmZpU0n9@;v;i=2stf8R;{Eju@HU*^;j={I|OOvE;C34-SlLmG(#pU2jt- zK5O6oPbu>E%t_-~!(UG2A(N@xkxy%wojXtQJ8afNjFX{!3BDyis{z;A+{okK=i9V_J1thfr-y3fHwnzq;u*7xlN z`+}eJ2YY!M!>Deu{(8{l@u|K%TP3j(%?eJPiI1IS&mnF$6P{I??dh|TXI}kSPXC(S zgpL)f2K)z~d;-lrndc!1hMlJ7YpHgGYk96an4>-{qDA3bOG|hoZh&>e)r-TTbz--P zg*?u_$C(yPa-E|WtU5A-#*c?3z^MqHZKrn~@cmNvErnBy;MLp*@w7Q+v_Dc4{*L>l z)73AbwcpMs&r3SzRsG3zMPdK;s7F7xHLNM-WxXWoRWHAXKWY+9T#v8x5ncw`c@<4+ z+ub}`c+@O-RXtnn_p+~FgHP|nxwrWr-qa6t+3{T-E;ZzAwcm;=88=JSm!I*m^DESy zEZ-}~9P@e6-1tpq1pCgC<@JgAo1g8{Rs%M>$$pH7>}WMBIO7RBan{n><;P5mc-qe| z4xQ~}-2Y^8h}#IajueOOU+8ZiO$tNaOAci>rG)KYr-c0*`EXuH2?N)rgh`*IglSz; z@Y$3wTL#Jcd-aY^#f^Sc-+ie6w@uB5Cr$V@IZXbAKJ^X%wD)+Wx^Kas-uG~7-HB=n z__XP#==baQdMvKB!~MGbt`2$C&)>z!+I$j5uF}f`e zftkJPdFr|w)NSX|tvb`h7wadg*(PVX{~x@a-@&aP%vRH(#(rg{+GBR}N$feQ4`{CP zAn!yioEiWJW3%lQOt)*Xz+3?C)Z`jJ&ru5}d&8==XEPi07fbntq7S z3OS|Y>-BgulfxvOcP`ADRqOxa|Ft~VjP&p**Xqk(I!Pw{{DM>&*r|N?siEw6S;}Ul zTmDDp-8rz|7%V^V4!n>rXQi-5$^4%^LfVT;=ENVXcv?wG9t5yR$2Swv}7}-_7md zVKq2bVJ^;Pe!AniI29f?V?1nAFCNruJVw{5`AGe^70&ITas5ybru@n`@w58zH#Mfq z9)Hu!8skH7tr0wHhHI@*CoZGgA5=G14uNNIr?Fn+u8Ju4s<{nMgF&nDtQgo-_H?v% zT#kc9Fl{o7+T@7AuZG=S7|Q8nS?;%q&Y%C6y0Hyzb-5aFIBx?VL-$4Ijp*$gKjta@ zfj2&eCp1Bg_b)S%{pCvBsHPjm?>SoUPrX-6quStdi|dxas|Flw#}3+*x-rc$Ool`x zzrFqjm=t8-9-nF8Mbn$zm@wXLBjc;<0L&WIv(Y<|O&e<2T73 zJkIW)E_RgB*CV@IJAZ1YYaOiGV-IW-d#Z7(RV8vo?emIRN@w3*%qQN#UYTT?fxRkp z)}eK9N-t>7N3temA$6aX8v61L&h~zs^r&p4NvWYBhu&&Nwpx8K^y-u_MyAsGfhlGY zeeTjaHup{myLhJadg5x1jsKJr*VX;or-XT}Qo>a4`Hn49!oDLsKloOkdbQ%q^!RGL z%xf7DhqKYb8YU;HiS)Ai;#%qIm4k_)R9(1vzS%gvfyxrP8!c-)uf@6>WfRcfyPjje zsPi)cW<_#?Yew+FtCe;ifg|tphR-%9jjK!_VovXD9EQHsTm3h7DBWqec|W*Rj29h- zE93MRXC6~G?&k0OT2Ii|6L6}!B(r`nsnFvGq?tcI2dnN&Dbz!oP7N+IgP-LAR55`{7yn z!#t!j^$u6Tv9EEt?_k^kcn8<&vv8`ebgL`Xhj;RhPLZGSlzQ3(#J(3vO>Ye0l@i%Q`w@xzOT#4Ggir0ZxF3V?FWPe5cP@gxGe3rf7(*J6` z|6N6QeCyT}xnJ^?x0~akYb_c>)2dY;>K{(TwKkWgg`SIH);GA9y9@8nOXPJ-Yi+@Ze{GVB&e@QlfT6Snj(<(WV&3~U0 z#_>F)=pR<)(y{38t>D#U`7}8@%^#YPEblXbD# zLfY1$$Lu?ls~pKG?N%rEPwltzFPy6hjulfNb5O?V2@y{`4}@KZT{^2D)rAXbTWdzE zAMb-pYQ#>D)3#>AvKQ2uugJ1_y&z0~$9-zmo?GbjUzu6dkL>f8+hJDIv($mzU{o)@ z20GWMfpqrka5LBy(ZI&yUHK#NwK1>?hRuXYqv2C5e5&*PAeYsSsg8QrM{39ZHS~9V z!r5_phyUVNoSZ`K{7$tgVaGg?srz3(U|Ak`wWO*}wVxQ~#B1Lz8Oyg{-f)WaZGR8eK>Kx=>~p zzrw)nwDy)bmE6>wdVp=s+w7U67x)%_^|?H+y)qb1RQJiaYHqJtE4y%ZoKPHAn7bL= z$&QJ0qPv|VdnTIBfL;26Lw~k+BDsSeEWhCY)O{KDK7ExEV)xsdQp;a6FU=0~v`}AZ z=dT&Ex{2oVX%sm;I4e(+<@O&LNhf%J9`(L8FS~xfY!bXIMdohh-O;0L0=%Nt=G>4H zVs5u{xSP-B0V!ecCAe27IZSH7NWC%iO`Oc@SUX$2X-DzM6U^kk=W~7xtxOMK2X9x_ z5qR}3KhYfXi14cSJ@BfHz9o;tRz9)CL*W(uy{1P(nAE`x;&BO~wuY89v~}o3^VxGq z-%y=3i+5nDbARD*=Xs$lQ(99i8v1z0A>3(xcUlr$+3EHg_1xG9mx61P;aK&*4ljJ1O;Tw44n&QgYxG&#ajQ>w>JbXGn-T&N_(0r(Q=@(PN^g}S~>{Q$* zHB5UYHH_iaitOAe9mxAIGfjV+_rdOpk>k@t-0S*?W)C<1DU49}C zR`MXNYl;l6$Kc-69=i^gbCf&$|4WPxQ~?aHLI# za1@60tA;lZ*ipADC1lOCpYBro=YEgqsCK0A*0gJ!9tJ0Puf?Z_eFxJ*@oVPv3-yD% zFAqG-o8x`j_c51OnekU6r09Qldo4vybc($PDROh@>w4q8)e_r$E;n`A1UDPhKP9w? zSAXgkPI-$?wjh~CqW);77THfz(Rb|R{5jMezlxFP^f505e$|A ze4LTJ)Kl=HygBBohp8Xcd}(nm;n0c-x)Z)satDruL+$D1x(jLP7pU!A4(iLF5c~|7 zHg6<6x(`oN^Ywc&>aVJUHFF%hYvMzTHM~_DVcj;m`%ix6akAO<`?_7kn=x8l7aaNc z5q)X{55w$_)Pv8%ro}LGDekx2{NZQxtlzvocy-k8Hv`9-j#Jj*XX7TzYvrjeKPX4+ zJT;;I#5VaE6KQ~@s}p%D;8mL5?gdFS%1kb?T|`8N(~j>6Nf%d4OPw4Xyx>*YMAwb z&%NCAP(7T-^riH0?2tJgvxh6kXM~!?89Y$(N((a0+-BMhlo?i@m=$VzXN5{SeA92U z%v)yL)tViKK5Nfmh8dp6WG(-e6Atywm3^8UV(9O4zcqh&5+6Jd{II@xbh-dW%sAJ?uIfb?*7R&V>H<5(cvQPxO7|*r-+#lV3YbFpc%OLw{L5Dn`@HD0`| zmv%gzm(i(i#kbUbvHE=nXz6_)<9&bL?9FO5BVWTDzVsfl21m`~rP^ce??kvGn>jAe z%%43Mk)0R4``Jf!4&P_KdB8R_b>6Bb@$z9hM05CJctV%y1TWVQF+ zb9o)zs#@N$J=aMx`8vtu>wkN3D4twwA8>J4z8Ge0E2cekFf-nP|I`iw{hm7ee+Q0F zmG3JXmk!bOY-UQ9f3BzX3a_@=>diO9t=@^D7e8y~FU7V<3_}|CU;OpIgZi(D5c-8sA*0_#2%PpQqjhu7`&7Bu( z(z$%MQ_Vhoh@T#|%N|CJ!K-R{REFvm_HKh?!LO;MdcP0wY5muAxNiI*H98%Bekq)S zS)=*sMjuDhq{A<%q)qyKTC)d#ZsdJ*iT9EGzruHUANJ6U6vWfm_O{uTUv6jT&>sW@u!*Jc{E!l zOtu{D9Q%m$4(+vQ+YwG(rC(@=Rq3cbG4OW^^0b&240z$fWtJ zO&BjPtNZP0zDZ`Ir{ss83-ZlMsS|l1mi$k4{IB_;L47#P4xY&=_z}G7oT|=)S#>b0 z667T=?|fbW;L6n2fEb2U5P_ZPu1wPOs-+KqQj7z@X6t>QP}+IOyN4vXMb$sKxo z&(P&p)6{XKa+-O}$5FrN=J)98t8lOtxD_vH4Ln-}!`eEQz_Z1$ZO3ak*@uOp;u~Jm z!!-AnGOs%DicB%4)Py(4>C*cvoFhx( z#b{pFGJc0`JX*DU>6NKG4(HRThVd&rsSmgwkJ=&6DiQw3R!AGzPM%9Up8<9rUWZFv zBNL{N%PV-+eILo6&wy1KuxizQ`^TEvhuYeVpdC1)dbAG{ueF1o-d@3TwO?J>+Q@{EmxYfdE<;FCg7>~);8-iPFVAec*tFigB$*164@UXsCR=D?b zs|m1boVu_gMJ9#!H_la2rbn2V61vlKo4=nNX7XA0roE4GZsdJOOL;EIURE>H9h^Hn zLr34{v!}aHp2XW)hAZ$w_WA=>ZIok9Qy%;{U-zw1jk#48pFWN?p8kFiXUXCLXm$cz z_y+H(Zahbg1S!7u!2znZTQUX6Yl25o^iA4EA)i>u(wBk~`fayi@MCc(OUa3mZm z<0gCx=9S#6p9j-A!m>Dgs(PVX@NL{my|&g|cDbLquo>*2M@{>O9-zymdVK4;cx`IA z$X?WA{nW3w@lw&Cc6hxL;lJ;Zm+?fmL*P@E8k%5bgxRIPk!#CydL%>TRaD>b4ys7+nq(|J6k zX4O*)aob@26VFdVGHcBz_aoOr|EC%8}3UBBlsPf-=se4=(&&w7*IzSFMQ7RCG@#i7M`GlQ?lyxJ+Zy=8|`)3bw_ z7j<8pedPV@M46QqDw?N#o zXlLeaXMUaRx#%Oe>Y)!#Hpk(-SS!z0&#L%pI~2~OweXL2;T@V|A53!`t9viGH2nGT zd(B3_CpVtgD1N5QQnle)b>TjG^W;5dxbdtAcPUKg2S1%}pb5X$@ib}tWbJ=wO*isB zTuXn#pJu>;$lTtdpLyhQqCt2~89q~?mh8TOwguzX!ms}7y+)PvbQskWel5ePN+05% zaNFb;c~#YLL-C@SEqM(*SJ^3Wi>5x+_f@cSBR;hg9*w_T4R?*18@20DoTzlB*X5W7 zvzEKA?{Zi+Tb-!?mvIq4tbSlqoT??g7VzYnIiKCa-#9%Z}*P=&62D% zbKrJJ(?ClPrP+n${q?9ho^>>amKn6C3^i<**1FTtmp!J&Bv zp!R!?cPfHOpQ-_2&m4F(8y|KCj?j%i4v#vaLGPt!5v=!A@%*8ZzWt$+?Q`u+Fj@byfu}>*=UZ^dK#( zOHwfn7*6R8j($sx_>;ZPX&q>@9YV9$yl>1@^nTxt--qc`_KzPt&F9@PpLbm|!ff8; z+9iC+-b>4Fkk@@)M#yU>@95L?kTcDFyW(Fz%5|HaCZ9*vH|?t;*Rp@jK3e zZ)~{C-0)Sf0uSkNA`Y@1Z^EaV!kpc3req#p!cltFsWK~I%eXys`35x`ohW}-ly?nM zkBx;}qj0UN$8f0`FynC?4X+yS$eXKgh+DP8sm9aFH{eoPI94?uLT!Qm9WFEhr|PAC zOMpR*%Hhwg(R|~jpL?B~)qo#Idwf&Y(agWbv-at8eq{F~)+qh3Ee%&-*6c_N9#Jzx~V$669U;s+k{OSxPO zeu^K<-*pVX+i)_&T3AO^pYq*5XW^ z=uee{=~Oot$jHYFE%p#G%#?jr!(GVADQd&vaxB(?j(5 zvT{0BrRSaDzBL8<1-uTY)7iVx&aZ(nW9d`0snt*Or_-?_-h^Ge?d^CR_Ry#D92|^^zRq^*rr-?Zx_pJLp*39xe`T*A#~)f7tO{*ugAZ2Ybge z!qQvP!z3Ji!cK>N&B`emVf}mb1fO$_f5-@%^qe<-X;}DFp5}5Z;S{T%u#(G>@X#OP~{xdxzv$9+GBr@`Nbkv94zlBvN!YO*$m?u(0 z`MgNYpniN=4%4-Ihbed$4Zd&=zSUD7{deAm50b)O9)~@=@4INj#by@^SDA;Kr$-30 z8g-VjoXHOvn-~Ti;%WFv-*C2!(!0$?UyEDh;av4Jp6NVU3t<3VdK~Xk9V}Y=E-m{d zS~i_&5-b{uf7M;mS|3x-tuyTlc6G$d8o`}`ztgIAnw`PH4yhL>)1^kgtiGg&RpVWI zpU0;>&(ZB_v_J4Kwcil9($wR}Wx$y>v~yZhtRv$0+;UTtSM8aB7r~V#8{o~4aP<$b z@e{ewax-SZnf0`|F+1?2cl8Y&^Kq{Jcj_M|dVN3HQ*;0}sy$OqfK8sa$2gvdNA(!+ zw6?Fg{FHXT7uNB9%#f46^d8)Ex!jGf)X{Pr_IC951FP)-^F?(chRz*;uWspBgVDL^qN~;hA+?M1wPsCo$FG= zFgeRr^sG52+F^lbHN&&YkEG!%>CVY?v-0U7cBS`}Y?=l6W_Rw*;HS?pH|0Gj-(ltY zOuGiNLc3d{Uih6~`MPDcykbOI+r@UEqvEoRz z@N52XSf$Qe3XeA6PNU&j24B`-_ig$B&lPNId?%hYhL;OoC5$u2_#d||#NF1(4*a1Y zY;VfDkjX=J9*%Um+2+x*Y4ELx7j*0c`ht3f&2KS#bCVw6D1HW7SGk^GWG=A=c2zv) zzH_3pIb)Z@IM~&#-t~v*@O1YPW~7J9*otJ^Y>@BJSyn?i%-VNvG@CSSRZ)oBiev4M z=8Z0+zbDY&Beh|%+A!jM-)P?X5I;l1pZ01r=d~(U6ArXXjE8*$ezou;-u3UzN*^E9 z*UNiG_a=^co!@FhyD)l>IhzyYShc~OieXh3$0hA$1DLlNMaQxab)4*&%?sLxp>N<^ z8~NPjiN+Mj<{J|AiFVt}ht;@4SbKH{I!A{Pe~($Nf7&BA-{)IDnMGzLCU22n)W_%8 zZ23jEXNJwRgy9!vswwPml5aHsQT%J5&%ma7I?L1Xu5_89-f#QT@IQ6oooPJSX?EN4 z4esWT*kUK=3+81XP#=zvt3=xxdXZeEyS#s2P7Q14)6VGp-SDhNTlExaTrCUCtL;^H zJYnDGCA_E?@M?ufUXwY-89Z5X9J-k&Y0Ez}eGxr||8Zxjo?#dMB1ctw+7|9mK8Kc7 zVdhugaB~x$Qs-^bT<1Bw>Pr)f@TgwS^GfIY5!!c_V?6G&Y&3mo4$Q)R=AK1k%Az5` zn(+zrAdi{&H~r`r{XV$WpjM3N-?6Z+7_Zv;HQaD}FE!dmcv5aAxvR$xEQEs{VbD1; z5b>bBYP$vSD&3Pwi?u)kv-4{;cX9CJAMjIHcQ_Av-Ed-ZTUBmnIF%Uoe&0IEI)__UozJo zHrij>0ofd_%nhio%VE|4_4amtx4{kaeNMt}XWT7tKlkFEey9D}A(zp7m~)y}|qqSDTl9 z0Owkt&0CZcI$f_WT%HpepP9>}pR4}J3t8{V&Pp~DeU{93dv{v$!8c!FS8I~YWOd;P zI(z=9FsG0o6n9#NW7XflW2L_r$CI#_Ct=B3d2*@BiL2_u%4s)$JOIr$HOGGVdtLwq}St5cSil{EvoDn zyUl#fFj)5QC~h4s$G`4!+!vic>^XzR^@85utNf?x!u4N!EPl1yyz{CvF?LNK1zUDD5t7urW)P~RFTd%g~&Emn@V$Qjdxn>@$`ceE=3ybA6*oi~C z>fEb?9X%aF%>6XYld?jqj#)Im%rGx0OZ}G>TH0~4{O+vKqm{nQaWac!uf-0{44w6y zSN)g~GM=H6UI@Dm_-vd>%PLE^uP8l~@8!9v(Z9YcEp+Tjx98Pbq~CbtU~1^Z|1bkS z?Z&5$IU2p08hUrD`iJ~k zyPYSqo{&G+)x1t4oQq~$yF$(rpF`akb>Z!_8J9=YiQT{9d8fnAP#do3#N%+PI`J*F z68K*E*p}B1FYAx1T;(>}Q-jBJQcotR z7Z2~Czth2z9AkWa;FumD?lxBK7x5^JztD5S#!=_OK^QdwR;?=42lVr2>f=p@ClO3p zx{9W@k-l{he^SF%^G-#4`~7I;^Z3aQ!JJ8py>@z3v!C%LoNEF;Hsao>|6ymG=Q+i0 zLU>vQ6BmtiiMO?)Va2U=eVv~PvuAtW4W4r*3|~ZpAF<3nux;is&FfU;^1fe=vsU7+ z3(XLGVBV0nHRc~UR;y?q@z8J{he_J-*CTP%+X(9S9)3)MKkUF2>pGg-C_F8OZa8B4}(?9*&8m6x?LFUOMo~rlt1)s;A9>TlSgU4W0tz)iZh+{C^ zns%)^6ZhKmj9ww^tKU@+8jhn^CDNaY`A9Fuk*+m&GlX|xXmnnuW`tUAq}f9Js~Vmy zq|ujE!?t<)h;OSYx5KSp3PUZe{TPf&!lzdCQ1e|Xhx9T!m0Ga=M!9|C<;6eBmj$Z^ z!>au}4k`7pOy6*}teLu#U>5y-5-n?Nsk|8e(TQdRJJm+^Vwl5;v){&y;9_~k+vF|G z;0ujeWw-Pe9@4$hy{_HQptEML>-a%%1hcLLhLl|RzYf4*rk3OsF z#%G09`Y`d$v+2j#VX|5Iq0jN{@xd%KPhUny7=e!+?35W2c6mSf{A-?RD(*9L_%!;) z19=|stZI7dC_F3n-ZUOj`EI;g^U~5n<3zr#zhTyP_1^(|qnf!Mo|PByMEr?+Ez<{o zQXl+WTdwk?OeU960^n5>gu9MA8x^HuJW5qmN>@Iu`j~naf_ls9MmZ<~v77uy-tMRsa$1sm? z_=7&y+~4DD^8h!QX?j||^=dhdU)aHYvc7APe#VuugU0z=n%RkXNLuo~HRahVqs2!& z57T%|=9o#Ji|fXim9J4F#y67(e{FJ@s5Y$lI9dIcq6fn>%*PVx5mz0OOVchjG^^l+ zUz3VQ`5zbaBwwYs{1UGNpI_&`Fw5uPH5HFXhrS z&!Sspg^6Rb!rTwCLgRw$Q1^It82@*6*imJ#^uZjT$MR>)7w)?`ngieWb{f_knGQS- z%j4{*xWSy^sy60vd9Gw;O_|EmKyzPkff`WV*LQA#Swr>Q9<^LcT6ib^^zM9`7vMbS z@Ji*tjTW#5c1{084Y)wYmillDoxKD`Rs0`TZFCvw8)jS<)w2dZR}gl8g|FdPE&1K& z4#cO_d-YGjs2b0yzN>#my~lfXU?zVSO{-Gv7nu{Rbluj4zSc9`uoITSsOy_OMPCFqt;d*=9s=r zw=C~vUYHLvL;W~4VsrK3a`X0O88ix7{MK}zcV_d4>QQ&JkKi!>*4t@e%oLxY!_&;_ z@R^#^s5?C^WZ+v(Vbr(_(?T45K7X@_Au z24`gV6rF^|8{0wl$(KIgE9KwxmUkncwB1?sc(c1}bLG&TO?UYN*P?F~j^KIN;M{yp z2H^wrAegn$dEVp=ID;Cf4~E@|Pu&AIo^qYK@xW2{IUd%*h5>8nP;h0K`wmwt zPPq!UoR8ZS;7n@7q?ULTPPHUI>hUbQQtbz)4&MkzZu5MeHwl-Do2CYR!q1!GcAkTc zHMraR`g-r`U495tcAEKvLz^y@=PD<3EpJB0L>P;64c+Bu{=!p=TQ!4ONuSZx;Lm)!53^|T3#ub?>HhXb zvb1hiyH80DN0yoM!m|eEn?)VX`*N`D|TQ` zX!JI37GFat?|U^5X`ZaCVlz7fuC}A%A-P$b^1^~sWxZeBChWBfY}%GKVfD%8bcWbb zLCZRtM6aShRlUo{fJ5zR20P$XXS`lxGWg~u`nnnKryk&<MOVH<-gjmRy?KSEljZ+hZ`s zb^OoA=Fng#`HcNIHH@1=^Saz;?`dWi^~Ec{qGc^LmpIBU7oXQnU{)-xq?o3)=M!3r zx}+&@W6izl6kqRi8FRnBqWQxHd|>%jY0D+*tn=I!;2MtB z50|PRr(T3dttPs}%Ss<<9oFJNduUIMaH)wec|5FKgHx^d8fH7%!N_C#@jBX7Wq+^r z8rb1zdmTTl*SjiCT?or^8gMknEEtvYJY5RbWvL~b;#u{t;&J`dvW1?fqq-6otcJyn zVDO;jc-Y5&SJ+qlN2Cv6PNzHVYB0Pi_j{@hr_=lPZ{d63ci4TVTF?wn^Fexr>ccU( z)UZ(6BybhP9*nP#f z@}%^UM~fP`L;aSfJ{#nqb5Ga9>$phW zHijmC32xOzeTH}SkK^lHqwb?!_0}hBHw;JXUl1l z!>Ju`Dv7VXSe{kKCbTITev2-)<8(O8dVt^R1$m?!&I%n5(%w&R7e=&i2b*~oZi875 z(5jxcOMVHDmA>H0pJ-U|yjGXPB)qEGi_uK>ZC|txwcqfIey{fXt9{sXGF(b1)(8TSD|plxPRXI|c~-7kN>6x` z-EijMCte4$zQnb?Cz_k*I(lJNnE!dE9(<<0(f@1h>|>fbqcHxqC8Z)`z;x;mC@To^ zF-BUW7zyb1s=*Es3BwJUbH*vch+o+fB^w`FRG>qg*&H%8NQgEFh}t1RaFR)Y5XKf4 zk%>AqG2JANI79~fUCI{!*?+4ked)dB*0%TQInQ~{bNG(K&*&oB88-kv~Qi;t%dX2T?(9 zA~mJjC3@L9hW`CAx@mCB_!Zbyz?xpfz6tt5E-_!7o?HvPxw?mNztj9=HyD;QkGd5- zBw6&oReS?xJ%ig)IQb~z23Kle)p-1o8_v;lUQQ6BaQ@oBBQ1Ee;1+m8{BeeQVid7Q zd^}hY3Vy&-k3V5Q&UZWKeGphv4rZm0gJlpu^=A^xWRp|w2Ft*Q$S;VgD#0@FWDD42 zsB_|A1ejt6mpa;rtqv}cCLc7e0XM1ZS(l^N zCpYXF<=E^y)WLCWU=znkZ>0B-zflS9)qs}?CgL_Q)Mquv+r)ifXVqz*FUK41Bd!Fi zm0su^Vl3MtxU6LAg&*PHdJw<<8fvR}VsC%s)H{5~Oc6yhGV&gCyZ3`#XYnd+gO4ZH zDjT0Gi_vPe)0gfIr`6Md_EZCx6^D1nA@sjj@!-IpqX!SId~|j@ucI%WP0qiO85Y%g zd`HpeMKj;<19Vw@297?WN0k_BkecBTy%oj5202P?XJ;WAEp#=WcZskJd zUpTC`he0yKjE@64(nh>zn)c!a|4Xp6dxpRphEP)oL7zLHIe+x(fLHCEaPMPyz%%oH zcs-t^M?#s$6DkATaPLS8lQZbeNu&Qco?2l5F_D${X#`INWfsLSx`Pz*GkYO5J2-Iz znglDcR}36fB6(vD8g?~2R_}4N?ZWm_vM}h<2t}N2V9j4F%q>r zs|ha!vOmYwrYFglpi=5b+j%3JYW4yv^vPxJD2Q-B7&PJHf1r#7%Y18Hu_U z*5rE$519j|!K(@#yO#WJcpdnZ$K&yZQRbTtT_Eqf?DX2prUn>>o_*hM^bq0?YV<{; z08jOCGX2Z=Ex4eyGSWMk4zHei2fTXvx}1Tw{lNnKVCcnpkQF6k@ib0`tMVR1gQX#E z@+7~5v+{>yzr7tDJ3Y-Fedrdzr;Rh{wZVr^=@$%+q-QXeUK=z0%y_gX!?8DjRU6J5 zr5ZnmwCN`NeNA{BnPm4#6FxyE+2=J+ZZ2ZJl1H%YDhWm(#(VoU-%GX3Q(78=CK>M` zJ$(=Rs2!6tR$K@|*U$Xk=0LRZfwGp~`rGIp>~?x7ENC6p8SwKo$T!IkH=-%6V19XH zB;S|t@YY&z>j?TRxcHT2#Q)$_dJFtk7ao=5j*sD9W0nNSEmzPzoJF%m9dWl8JpBYX z#rLwM86KY8up8V8gU21$az8vt!!C3{o19wH6PzFQ)ToSnzn6k#-RQR>(%`z#6tz+J zGQ@J;aUOnJg;y|fOBEb^2iTPL5`8@2KtK9{k!QqO(d0|SHc@Fl(u4f*0JnJu0x1CqrrNS9PWL3{)n#@qJ1j8ME+KfH{UsOI(VhlJhbR+Z-UoS z`#bZ*-Uzs^Rb1iA%g|Fr@|f6r=tG~um7|k7H4Bbh@5HLqx2WlDAbx@uA1ra|(cOQ* z$BI0znw%{+ni+m;z^V*%QFy7(+KL7}5q+m0^G?a}>fxf6jWVbD1w4zxsO7!k^jKGV zmwV~AsUddqLAyQ(K6(DieSgr)j3=l8{rUoWZpNaWIp3Vkcr1|jodBm2Z1^PO!_Yu4 z^L%e7M|E*Ex=-S%q`W9}W%Sq_B>%&E?*@34E#TB+n8EcSbL7z})LcMM)dN3;22{!S z(oIHLiAPN3J9t}xPsg_6zwimzRX{KEVWZ4FjXt#1D6t)Ox{Jswa2Lwsl3Aa#XoQ}10qa_eyHK;f#=6d;7CP2H zvd*nkPwsz2) nFeatures: int number of features per line (parts) - + zseed + np array with the height of each scarp plane-feature (as many values as features) + slopeAngle + np array with the slope angle of each scarp plane-feature (as many values as features) + dip + np array with the dip angle of each scarp plane-feature (as many values as features) + semiminor + np array with the semi-minor axis of each scarp ellipsoid-feature (as many values as features) + maxdepth + np array with the masimum depth of each scarp ellipsoid-feature (as many values as features) + semimajor + np array with the semi-major axis of each scarp ellipsoid-feature (as many values as features) """ # Input shapefile sf = shapefile.Reader(str(infile)) @@ -71,6 +82,13 @@ def SHP2Array(infile, defname=None): id = None ci95 = None layerN = None + zseed_value = None + dip_value = None + slopeAngle_value = None + semiminor_value = None + maxdepth_value = None + semimajor_value = None + # get coordinate system sks = getSHPProjection(infile) @@ -86,6 +104,13 @@ def SHP2Array(infile, defname=None): idList = [] ci95List = [] layerNameList = [] + zseedList = [] + dipList = [] + slopeList = [] + slopeAngleList = [] + semiminorList = [] + semimajorList = [] + maxdepthList = [] Length = np.empty((0)) Start = np.empty((0)) Coordx = np.empty((0)) @@ -125,6 +150,19 @@ def SHP2Array(infile, defname=None): if name == "slope": # for dams slope = value + if name == "slopeangle": + # for dams + slopeAngle_value = value + if name == "zseed": + zseed_value = value + if name == "dip": + dip_value = value + if name == "semiminor": + semiminor_value = value + if name == "maxdepth": + maxdepth_value = value + if name == "semimajor": + semimajor_value = value if name == "rho": rho = value if name == "sks": @@ -149,6 +187,13 @@ def SHP2Array(infile, defname=None): ci95List.append(str(ci95)) layerNameList.append(layerN) idList.append(str(rec.oid)) + zseedList.append(zseed_value) + dipList.append(dip_value) + slopeList.append(slope) + slopeAngleList.append(slopeAngle_value) + semiminorList.append(semiminor_value) + semimajorList.append(semimajor_value) + maxdepthList.append(maxdepth_value) Start = np.append(Start, start) length = len(pts) @@ -173,6 +218,12 @@ def SHP2Array(infile, defname=None): SHPdata["layerName"] = layerNameList SHPdata["nParts"] = nParts SHPdata["nFeatures"] = len(Start) + SHPdata["slopeangle"] = slopeAngleList + SHPdata["zseed"] = zseedList + SHPdata["dip"] = dipList + SHPdata["maxdepth"] = maxdepthList + SHPdata["semimajor"] = semimajorList + SHPdata["semiminor"] = semiminorList sf.close() diff --git a/avaframe/runCom6Scarp.py b/avaframe/runCom6Scarp.py index 583c846ec..92680325f 100644 --- a/avaframe/runCom6Scarp.py +++ b/avaframe/runCom6Scarp.py @@ -1,4 +1,3 @@ - """ Run script for scarp analysis In this runscript, the path to the scarp configuartion File has to be defined in the main config file @@ -8,19 +7,19 @@ import argparse # Local imports -from com6RockAvalanche.scarp import runScarpAnalysis +from avaframe.com6RockAvalanche import scarp from avaframe.in3Utils import cfgUtils from avaframe.in3Utils import logUtils from avaframe.in3Utils import initializeProject as initProj -def runScarpAnalysisWorkflow(configFile=''): +def runScarpAnalysisWorkflow(inputDir=""): """Run the scarp analysis workflow. Parameters ---------- - configFile : str - Path to the configuration file in .ini format. + inputDir: str + Path to the input directory containing DEM, coordinates and perimeter files. Returns ------- @@ -33,23 +32,25 @@ def runScarpAnalysisWorkflow(configFile=''): cfgMain = cfgUtils.getGeneralConfig() # Load configuration file path from general config if not provided - if configFile != '': - cfgMain['MAIN']['configFile'] = configFile + if inputDir != "": + cfgMain["MAIN"]["avalancheDir"] = inputDir else: - configFile = cfgMain['MAIN']['configFile'] - - configFile = pathlib.Path(configFile) + inputDir = cfgMain["MAIN"]["avalancheDir"] # Start logging - log = logUtils.initiateLogger(configFile.parent, logName) - log.info('MAIN SCRIPT') - log.info('Using configuration file: %s', configFile) + log = logUtils.initiateLogger(inputDir, logName) + log.info("MAIN SCRIPT") + log.info("Using inputDir: %s", inputDir) + # ---------------- # Clean input directory(ies) of old work files - initProj.cleanSingleAvaDir(configFile.parent, deleteOutput=False) + initProj.cleanSingleAvaDir(inputDir, deleteOutput=False) + + # load scarp config + scarpCfg = cfgUtils.getModuleConfig(scarp) # Run the scarp analysis - runScarpAnalysis(str(configFile)) + scarp.scarpAnalysisMain(scarpCfg, str(inputDir)) log.info('Scarp analysis completed successfully.') @@ -58,9 +59,9 @@ def runScarpAnalysisWorkflow(configFile=''): if __name__ == '__main__': parser = argparse.ArgumentParser(description='Run scarp analysis workflow') - parser.add_argument('configFile', metavar='c', type=str, nargs='?', default='', - help='Path to the scarp configuration file') + parser.add_argument( + "inputDir", metavar="inputDir", type=str, nargs="?", default="", help="the input directory" + ) args = parser.parse_args() - runScarpAnalysisWorkflow(str(args.configFile)) - + runScarpAnalysisWorkflow(str(args.inputDir)) From 52cf71db3c0f349d5725195bb93eaa1a0b961b6c Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Wed, 21 May 2025 17:52:30 +0200 Subject: [PATCH 18/23] fix(config): update avalanche directory path in configuration file --- avaframe/avaframeCfg.ini | 2 +- avaframe/com6RockAvalanche/scarp.py | 9 +++------ 2 files changed, 4 insertions(+), 7 deletions(-) diff --git a/avaframe/avaframeCfg.ini b/avaframe/avaframeCfg.ini index 2c07a426e..9c99b7ebb 100644 --- a/avaframe/avaframeCfg.ini +++ b/avaframe/avaframeCfg.ini @@ -4,7 +4,7 @@ [MAIN] # Path to avalanche directory -avalancheDir = data/scarpExample +avalancheDir = data/avaParabola # number of CPU cores to use for the computation of com1DFA diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index 784b89160..612d56380 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -67,19 +67,18 @@ def scarpAnalysisMain(cfg, baseDir): # Read the DEM dem = gI.readDEM(baseDir) dem["rasterData"] = np.flipud(dem["rasterData"]) - + n = dem["header"]["nrows"] m = dem["header"]["ncols"] periData = readPerimeterSHP(perimeterShapefilePath, dem["header"]["transform"], (n, m)) SHPdata = SHP2Array(coordinatesShapefilePath) - + log.debug("Feature shapefile data loaded: %s", SHPdata) method = cfg["SETTINGS"]["method"].lower() - if method == "plane": # Read required attributes directly from the shapefile's attribute table try: @@ -88,7 +87,7 @@ def scarpAnalysisMain(cfg, baseDir): planesSlope = list(map(float, SHPdata['slopeangle'])) except KeyError as e: raise ValueError(f"Required attribute '{e.args[0]}' not found in shapefile. Make sure 'zseed', 'dip', and 'slope' fields exist.") - + if not (len(planesZseed) == len(planesDip) == len(planesSlope) == SHPdata["nFeatures"]): raise ValueError("Mismatch between number of features and extracted plane attributes in the shapefile.") @@ -154,8 +153,6 @@ def scarpAnalysisMain(cfg, baseDir): outDir = pathlib.Path(baseDir) outDir = outDir / "Outputs" / "com6RockAvalanche" / "scarp" fU.makeADir(outDir) - - # Set file names and write elevationOut = outDir / "scarpElevation" From 427e75277c8430ead1d6bb9346cf3dc93dedc192 Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Wed, 21 May 2025 18:08:17 +0200 Subject: [PATCH 19/23] fix(avaframeCfg): remove unnecessary empty line in configuration file --- avaframe/avaframeCfg.ini | 1 - 1 file changed, 1 deletion(-) diff --git a/avaframe/avaframeCfg.ini b/avaframe/avaframeCfg.ini index 9c99b7ebb..4572b2567 100644 --- a/avaframe/avaframeCfg.ini +++ b/avaframe/avaframeCfg.ini @@ -6,7 +6,6 @@ # Path to avalanche directory avalancheDir = data/avaParabola - # number of CPU cores to use for the computation of com1DFA # possible values are: # - auto -> takes up to CPUPercent (see below) % of the available CPU cores From b130582037040a412f7e6806dd239475bbf3366e Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Thu, 22 May 2025 08:56:25 +0200 Subject: [PATCH 20/23] docs(scarp): update SCARP documentation with detailed input/output info; remove codeclimate - Add instructions for input files, including elevation DEM and shapefile - Specify output files and their locations in the directory structure - Include steps for preparing the configuration file for scarp calculations - Clarify the usage of the script for running SCARP calculations --- .github/workflows/runTestSinglePython.yml | 10 ----- docs/moduleCom6RockAvalanche.rst | 45 ++++++++++++++++++++++- 2 files changed, 44 insertions(+), 11 deletions(-) diff --git a/.github/workflows/runTestSinglePython.yml b/.github/workflows/runTestSinglePython.yml index 9f7eeab54..104bc4fa3 100644 --- a/.github/workflows/runTestSinglePython.yml +++ b/.github/workflows/runTestSinglePython.yml @@ -54,16 +54,6 @@ jobs: - name: Test with pytest run: | pytest -ra --cov --cov-report=xml --cov-report lcov:cov.info --cov-config=.coveragerc - - name: Test & publish code coverage - uses: paambaati/codeclimate-action@v9.0.0 - env: - CC_TEST_REPORTER_ID: ${{ secrets.CODECLIMATE_ID }} - # - name: Upload coverage to Codecov - # uses: codecov/codecov-action@v3 - # with: - # fail_ci_if_error: false - # name: codecov-umbrella - # verbose: true - uses: qltysh/qlty-action/coverage@main with: coverage-token: ${{secrets.QLTY_COVERAGE_TOKEN}} diff --git a/docs/moduleCom6RockAvalanche.rst b/docs/moduleCom6RockAvalanche.rst index f8f121233..8d25a195e 100644 --- a/docs/moduleCom6RockAvalanche.rst +++ b/docs/moduleCom6RockAvalanche.rst @@ -27,5 +27,48 @@ To run * run: :: - python3 runCom6RockAvalanche.py + python runCom6RockAvalanche.py + +SCARP +===== + + +* first go to ``AvaFrame/avaframe`` +* copy ``avaframeCfg.ini`` to ``local_avaframeCfg.ini`` and set your desired avalanche directory name +* create an avalanche directory - for this task you can use :ref:`moduleIn3Utils:Initialize Project` + +Input +------ + +* All input files are automatically read from the set avalancheDir. No file paths need to be specified +* elevation: DEM (ASCII), which serves as the basis for calculating the scarps. Must be in avalancheDir/Inputs. +* shapefile: A shapefile containing point geometries. These points represent the centers of the ellipsoids or planes. + The coordinates (x,y) of these points are used. If the plane method is used, the shape file must contain the + Attributes "zseed", "dip" and "slopeangle" as float values. If the ellipsoid method is used, the shape file must + contain the Attributes "maxdepth", "semimajor" and "semiminor". The file must be located in avalancheDir/Inputs/ + POINTS and file name must end with “_coordinates”. +* perimeter_shapefile: A shapefile that specifies a boundary area. Must be located in avalancheDir/Inputs/POLYGONS and file name must end with “_perimeter”. + +Output +------ + +* elevscarp: Output DGM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarp. Is saved under +“raster_scarp.asc” in avalancheDir/Inputs/RASTERS. +* hrelease: File path to the output DGM (ASCII or GeoTIFF), which represents the calculated scarp volumes.Is saved +under “raster_rel.asc” in avalancheDir/Inputs/REL. + +Config +------ + +Prepare the config file (scarpCfg.ini): +* copy ``com6RockAvalanche/scarpCfg.ini`` to ``com6RockAvalanche/local_scarpCfg.ini`` and if desired change +configuration settings +* Input: + o set useShapefiles = True +* Settings: + o method: Here you specify whether the plane or the ellipsoid method should be used + +If all the data is provided successfully, start the script by running:: + + python runCom6Scarp.py \ No newline at end of file From 2366c020fd6d3bdfc19d9e226dd944a54314caec Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Thu, 22 May 2025 09:19:52 +0200 Subject: [PATCH 21/23] docs(moduleCom6RockAvalanche): update documentation for scarp calculation --- docs/moduleCom6RockAvalanche.rst | 16 +++++++++------- 1 file changed, 9 insertions(+), 7 deletions(-) diff --git a/docs/moduleCom6RockAvalanche.rst b/docs/moduleCom6RockAvalanche.rst index 8d25a195e..11c680c77 100644 --- a/docs/moduleCom6RockAvalanche.rst +++ b/docs/moduleCom6RockAvalanche.rst @@ -30,8 +30,8 @@ To run python runCom6RockAvalanche.py -SCARP -===== +Scarp Calculation +----------------- * first go to ``AvaFrame/avaframe`` @@ -39,7 +39,7 @@ SCARP * create an avalanche directory - for this task you can use :ref:`moduleIn3Utils:Initialize Project` Input ------- +~~~~~ * All input files are automatically read from the set avalancheDir. No file paths need to be specified * elevation: DEM (ASCII), which serves as the basis for calculating the scarps. Must be in avalancheDir/Inputs. @@ -51,7 +51,7 @@ Input * perimeter_shapefile: A shapefile that specifies a boundary area. Must be located in avalancheDir/Inputs/POLYGONS and file name must end with “_perimeter”. Output ------- +~~~~~~ * elevscarp: Output DGM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarp. Is saved under “raster_scarp.asc” in avalancheDir/Inputs/RASTERS. @@ -59,15 +59,17 @@ Output under “raster_rel.asc” in avalancheDir/Inputs/REL. Config ------- +~~~~~~ Prepare the config file (scarpCfg.ini): + * copy ``com6RockAvalanche/scarpCfg.ini`` to ``com6RockAvalanche/local_scarpCfg.ini`` and if desired change configuration settings + * Input: - o set useShapefiles = True + o set useShapefiles = True * Settings: - o method: Here you specify whether the plane or the ellipsoid method should be used + o method: Here you specify whether the plane or the ellipsoid method should be used If all the data is provided successfully, start the script by running:: From c529e618f8de013cb5a6f642283418bf13ec196c Mon Sep 17 00:00:00 2001 From: Felix Oesterle Date: Thu, 22 May 2025 09:34:42 +0200 Subject: [PATCH 22/23] refactor(docs): update output paths in moduleCom6RockAvalanche documentation - --- avaframe/com6RockAvalanche/ScarpReadMe.txt | 20 -------------------- docs/moduleCom6RockAvalanche.rst | 4 ++-- 2 files changed, 2 insertions(+), 22 deletions(-) delete mode 100644 avaframe/com6RockAvalanche/ScarpReadMe.txt diff --git a/avaframe/com6RockAvalanche/ScarpReadMe.txt b/avaframe/com6RockAvalanche/ScarpReadMe.txt deleted file mode 100644 index 9428825cd..000000000 --- a/avaframe/com6RockAvalanche/ScarpReadMe.txt +++ /dev/null @@ -1,20 +0,0 @@ -Prepare files and config file (avaframeCfg.ini): -- Set path to avalancheDir in avaframeCfg.ini and create it -- Inputs: - o All input files are automatically read from the set avalancheDir. No file paths need to be specified - o elevation: DEM (ASCII), which serves as the basis for calculating the scarps. Must be in avalancheDir/Inputs. - o shapefile: A shapefile containing point geometries. These points represent the centers of the ellipsoids or planes. The coordinates (x,y) of these points are used. If the plane method is used, the shape file must contain the Attributes "zseed", "dip" and "slopeangle" as float values. If the ellipsoid method is used, the shape file must contain the Attributes "maxdepth", "semimajor" and "semiminor". The file must be located in avalancheDir/Inputs/POINTS and file name must end with “_coordinates”. - o perimeter_shapefile: A shapefile that specifies a boundary area. Must be located in avalancheDir/Inputs/POLYGONS and file name must end with “_perimeter”. - --Output: - o elevscarp: Output DGM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarp. Is saved under “raster_scarp.asc” in avalancheDir/Inputs/RASTERS. - o hrelease: File path to the output DGM (ASCII or GeoTIFF), which represents the calculated scarp volumes.Is saved under “raster_rel.asc” in avalancheDir/Inputs/REL. - -Prepare the config file (scarpCfg.ini): -- Input: - o set useShapefiles = True -- Settings: - o method: Here you specify whether the plane or the ellipsoid method should be used - -If all the data is provided successfully, start the script by running runCom6Scarp.py - diff --git a/docs/moduleCom6RockAvalanche.rst b/docs/moduleCom6RockAvalanche.rst index 11c680c77..97dd06dff 100644 --- a/docs/moduleCom6RockAvalanche.rst +++ b/docs/moduleCom6RockAvalanche.rst @@ -54,9 +54,9 @@ Output ~~~~~~ * elevscarp: Output DGM (ASCII or GeoTIFF), which maps the input DGM minus the calculated scarp. Is saved under -“raster_scarp.asc” in avalancheDir/Inputs/RASTERS. + ``raster_scarp.asc`` in ``avalancheDir/Outputs/com6RockAvalanche/scarp``. * hrelease: File path to the output DGM (ASCII or GeoTIFF), which represents the calculated scarp volumes.Is saved -under “raster_rel.asc” in avalancheDir/Inputs/REL. + under ``raster_rel.asc`` in ``avalancheDir/Outputs/com6RockAvalanche/scarp``. Config ~~~~~~ From 4bd6eafae65da8e5ba09b894c631a676dc2ae2c6 Mon Sep 17 00:00:00 2001 From: dwolfsch <168710278+dwolfsch@users.noreply.github.com> Date: Mon, 11 Aug 2025 10:38:10 +0200 Subject: [PATCH 23/23] scarpUpdate Updates the ellipsoid function of the scarp script. --- avaframe/com6RockAvalanche/ScarpReadMe.txt | 14 ++- avaframe/com6RockAvalanche/scarp.py | 131 ++++++++++++++------- avaframe/in2Trans/shpConversion.py | 19 +++ 3 files changed, 123 insertions(+), 41 deletions(-) diff --git a/avaframe/com6RockAvalanche/ScarpReadMe.txt b/avaframe/com6RockAvalanche/ScarpReadMe.txt index 9428825cd..4f6084487 100644 --- a/avaframe/com6RockAvalanche/ScarpReadMe.txt +++ b/avaframe/com6RockAvalanche/ScarpReadMe.txt @@ -3,7 +3,7 @@ Prepare files and config file (avaframeCfg.ini): - Inputs: o All input files are automatically read from the set avalancheDir. No file paths need to be specified o elevation: DEM (ASCII), which serves as the basis for calculating the scarps. Must be in avalancheDir/Inputs. - o shapefile: A shapefile containing point geometries. These points represent the centers of the ellipsoids or planes. The coordinates (x,y) of these points are used. If the plane method is used, the shape file must contain the Attributes "zseed", "dip" and "slopeangle" as float values. If the ellipsoid method is used, the shape file must contain the Attributes "maxdepth", "semimajor" and "semiminor". The file must be located in avalancheDir/Inputs/POINTS and file name must end with “_coordinates”. + o shapefile: A shapefile containing point geometries. These points represent the centers of the ellipsoids or planes. The coordinates (x,y) of these points are used. If the plane method is used, the shape file must contain the Attributes "zseed", "dip" and "slopeangle" as float values. If the ellipsoid method is used, the shape file must contain the Attributes "maxdepth", "semimajor", "semiminor", "tilt", "direc", "dip", "offset". The file must be located in avalancheDir/Inputs/POINTS and file name must end with “_coordinates”. o perimeter_shapefile: A shapefile that specifies a boundary area. Must be located in avalancheDir/Inputs/POLYGONS and file name must end with “_perimeter”. -Output: @@ -18,3 +18,15 @@ Prepare the config file (scarpCfg.ini): If all the data is provided successfully, start the script by running runCom6Scarp.py +Attribute meanings: +zseed: defines z coordinate of plane Center (m) +dip: direction in which the plane/slope is facing (degree) +slopeangle: steepness/angle of the slope (degree) + +maxdepth: maximum depth of the ellipsoid (m) +semimajor: length of the major axis (m) +semiminor: length of the minor axis (m) +tilt: steepness/angle of the slope (degree) +direc: direction in which the slope is facing (degree) +dip: direction in which the ellipsoid is facing (degree) +Offset: offset, normal to the DEM slope (m) \ No newline at end of file diff --git a/avaframe/com6RockAvalanche/scarp.py b/avaframe/com6RockAvalanche/scarp.py index 612d56380..804dc3602 100644 --- a/avaframe/com6RockAvalanche/scarp.py +++ b/avaframe/com6RockAvalanche/scarp.py @@ -112,28 +112,30 @@ def scarpAnalysisMain(cfg, baseDir): ellipsoidsMaxDepth = list(map(float, SHPdata['maxdepth'])) ellipsoidsSemiMajor = list(map(float, SHPdata['semimajor'])) ellipsoidsSemiMinor = list(map(float, SHPdata['semiminor'])) + ellipsoidsTilt = list(map(float, SHPdata['tilt'])) + ellipsoidsDir = list(map(float, SHPdata['direc'])) + ellipsoidsOffset = list(map(float, SHPdata['offset'])) + ellipsoidDip = list(map(float, SHPdata['dip'])) except KeyError as e: - raise ValueError(f"Required attribute '{e.args[0]}' not found in shapefile. Ensure the fields 'maxdepth', 'semimajor', and 'semiminor' exist.") - - if not ( - len(ellipsoidsMaxDepth) - == len(ellipsoidsSemiMajor) - == len(ellipsoidsSemiMinor) - == SHPdata["nFeatures"] - ): - raise ValueError( - "Mismatch between number of shapefile features and ellipsoid parameters in the .ini file." - ) - + raise ValueError(f"Required attribute '{e.args[0]}' not found in shapefile. Ensure the fields 'maxdepth', 'semimajor', 'semiminor', 'tilt', 'dir', 'dip', and 'offset' exist.") + + if not all(len(lst) == SHPdata["nFeatures"] for lst in [ellipsoidsMaxDepth, ellipsoidsSemiMajor, ellipsoidsSemiMinor, ellipsoidsTilt, ellipsoidsDir, ellipsoidsOffset, ellipsoidDip]): + raise ValueError("Mismatch between number of shapefile features and ellipsoid parameters.") + for i in range(SHPdata["nFeatures"]): xCenter = SHPdata["x"][int(SHPdata["Start"][i])] yCenter = SHPdata["y"][int(SHPdata["Start"][i])] maxDepth = ellipsoidsMaxDepth[i] semiMajor = ellipsoidsSemiMajor[i] semiMinor = ellipsoidsSemiMinor[i] - ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor]) - + tilt = ellipsoidsTilt[i] + direction = ellipsoidsDir[i] + offset = ellipsoidsOffset[i] + dip = ellipsoidDip[i] + ellipsoidFeatures.extend([xCenter, yCenter, maxDepth, semiMajor, semiMinor, tilt, direction, offset, dip]) + features = ",".join(map(str, ellipsoidFeatures)) + log.debug("Ellipsoid features extracted and combined: %s", features) if method == 'plane': @@ -262,55 +264,104 @@ def calculateScarpWithPlanes(elevData, periData, elevTransform, planes): return scarpData def calculateScarpWithEllipsoids(elevData, periData, elevTransform, ellipsoids): - """Calculate the scarp using sliding circles (rotational ellipsoids). + """Calculate the scarp using tilted and offset ellipsoids. Parameters ---------- elevData : np.ndarray The elevation data as a 2D array. periData : np.ndarray - The perimeter data as a 2D array, which defines the extent of the scarp. + The perimeter data as a 2D array. elevTransform : Affine - The affine transformation matrix of the raster (used to convert pixel to geographic coordinates). + The affine transformation matrix of the raster. ellipsoids : str - Comma-separated string defining ellipsoids (x_center, y_center, max_depth, semi_major_axis, semi_minor_axis). + Comma-separated string defining ellipsoids with parameters: + (x_center, y_center, max_depth, semi_major, semi_minor, tilt, dir, offset) Returns ------- np.ndarray A 2D array with the calculated scarp values. """ + n, m = elevData.shape scarpData = np.zeros_like(elevData, dtype=np.float32) + # Parse ellipsoid definitions ellipsoids = list(map(float, ellipsoids.split(','))) - nEllipsoids = int(len(ellipsoids) / 5) - - xCenter = [ellipsoids[0]] - yCenter = [ellipsoids[1]] - maxDepth = [ellipsoids[2]] - semiMajor = [ellipsoids[3]] - semiMinor = [ellipsoids[4]] - - for i in range(1, nEllipsoids): - xCenter.append(ellipsoids[5 * i]) - yCenter.append(ellipsoids[5 * i + 1]) - maxDepth.append(ellipsoids[5 * i + 2]) - semiMajor.append(ellipsoids[5 * i + 3]) - semiMinor.append(ellipsoids[5 * i + 4]) + nEllipsoids = int(len(ellipsoids) / 9) + + xCenter, yCenter, maxDepth = [], [], [] + semiMajor, semiMinor = [], [] + tilt, tiltDir, offset, dip = [], [], [], [] + + for i in range(nEllipsoids): + xCenter.append(ellipsoids[9 * i]) + yCenter.append(ellipsoids[9 * i + 1]) + maxDepth.append(ellipsoids[9 * i + 2]) + semiMajor.append(ellipsoids[9 * i + 3]) + semiMinor.append(ellipsoids[9 * i + 4]) + tilt.append(ellipsoids[9 * i + 5]) + tiltDir.append(np.radians(ellipsoids[9 * i + 6])) # tilt direction in radians + offset.append(ellipsoids[9 * i + 7]) + dip.append(np.radians(ellipsoids[9 * i + 8])) # rotation of base ellipse in radians + + # Compute slope direction and magnitude from DEM gradients + grad_y, grad_x = np.gradient(elevData, abs(elevTransform[4]), elevTransform[0]) + slopeDir = np.arctan2(-grad_y, grad_x) # Azimuth of steepest descent + slopeMagnitude = np.sqrt(grad_x**2 + grad_y**2) for row in range(n): for col in range(m): west, north = rasterio.transform.xy(elevTransform, row, col, offset='center') scarpVal = elevData[row, col] + for k in range(nEllipsoids): - x2 = ((west - xCenter[k]) / semiMajor[k]) ** 2 - y2 = ((north - yCenter[k]) / semiMinor[k]) ** 2 - if x2 + y2 < 1: - scarpVal = min(scarpVal, elevData[row, col] - maxDepth[k] * (1 - (x2 + y2))) - if periData[row, col] > 0: - scarpData[row, col] = scarpVal - else: - scarpData[row, col] = elevData[row, col] + center_col, center_row = ~elevTransform * (xCenter[k], yCenter[k]) + center_row = int(round(center_row)) + center_col = int(round(center_col)) + + if 0 <= center_row < n and 0 <= center_col < m: + slopeAzimuth = slopeDir[center_row, center_col] + slopeAzimuth = (slopeAzimuth + 2 * np.pi) % (2 * np.pi) + slopeMag = slopeMagnitude[center_row, center_col] + + if not np.isnan(slopeAzimuth) and slopeMag > 0: + normal_dx = np.cos(slopeAzimuth) + normal_dy = np.sin(slopeAzimuth) + slopeAngle = math.atan(slopeMag) + dxOffset = -offset[k] * normal_dx * math.sin(slopeAngle) + dyOffset = -offset[k] * normal_dy * math.sin(slopeAngle) + dzOffset = -offset[k] * math.cos(slopeAngle) + else: + dxOffset = dyOffset = dzOffset = 0 + else: + dxOffset = dyOffset = dzOffset = 0 + + x0 = xCenter[k] + dxOffset + y0 = yCenter[k] + dyOffset + z0 = dzOffset + + dxPos = west - x0 + dyPos = north - y0 + + # Rotate the position by dip angle + dxRot = dxPos * np.cos(dip[k]) + dyPos * np.sin(dip[k]) + dyRot = -dxPos * np.sin(dip[k]) + dyPos * np.cos(dip[k]) + + # Normalize to ellipsoid axes + xNorm = dxRot / semiMajor[k] + yNorm = dyRot / semiMinor[k] + distance = xNorm**2 + yNorm**2 + + if distance <= 1: + baseDepth = maxDepth[k] * (1 - distance) + tiltEffect = math.tan(math.radians(tilt[k])) * ( + dxRot * np.cos(tiltDir[k]) + dyRot * np.sin(tiltDir[k]) + ) + totalDepth = baseDepth + tiltEffect + z0 + scarpVal = min(scarpVal, elevData[row, col] - totalDepth) + + scarpData[row, col] = scarpVal if periData[row, col] > 0 else elevData[row, col] return scarpData diff --git a/avaframe/in2Trans/shpConversion.py b/avaframe/in2Trans/shpConversion.py index b5ca18f5a..958453acc 100644 --- a/avaframe/in2Trans/shpConversion.py +++ b/avaframe/in2Trans/shpConversion.py @@ -88,6 +88,9 @@ def SHP2Array(infile, defname=None): semiminor_value = None maxdepth_value = None semimajor_value = None + tilt_value = None + direc_value = None + offset_value = None # get coordinate system @@ -111,6 +114,10 @@ def SHP2Array(infile, defname=None): semiminorList = [] semimajorList = [] maxdepthList = [] + tiltList = [] + direcList = [] + offsetList = [] + Length = np.empty((0)) Start = np.empty((0)) Coordx = np.empty((0)) @@ -163,6 +170,12 @@ def SHP2Array(infile, defname=None): maxdepth_value = value if name == "semimajor": semimajor_value = value + if name == "tilt": + tilt_value = value + if name == "direc": + direc_value = value + if name == "offset": + offset_value = value if name == "rho": rho = value if name == "sks": @@ -194,6 +207,9 @@ def SHP2Array(infile, defname=None): semiminorList.append(semiminor_value) semimajorList.append(semimajor_value) maxdepthList.append(maxdepth_value) + tiltList.append(tilt_value) + direcList.append(direc_value) + offsetList.append(offset_value) Start = np.append(Start, start) length = len(pts) @@ -224,6 +240,9 @@ def SHP2Array(infile, defname=None): SHPdata["maxdepth"] = maxdepthList SHPdata["semimajor"] = semimajorList SHPdata["semiminor"] = semiminorList + SHPdata["tilt"] = tiltList + SHPdata["direc"] = direcList + SHPdata["offset"] = offsetList sf.close()

rrQ;zY9|Z+BYmu zJ}n9Aj;!PTz{1p(^D#d-C#c#6pKqIy@z3e==9b|23eVwhqS;f>*1iLpDx8mxoTtrr z9{Rk^#Xi0Ko&K)h<$622k9~SGWgW)*pMC&EarWuun1zfVWuIRD@GZ1jI~lb16G3x> z{_c+sVP5wIWo!23#fkPIPG1*qen6eJIw+db$L*aMXkCeQx}BAU`f3VLrs6s|lkFJ% zSdHg8IUCLT+|?V#cp0vLSMBQ1&ySP<-Qk>M|9|Pzu~+ERiTeY&e@&L20v$QW5Y$&Y zfcDM@ppz9q(~bMm^ak!bH`REqoNVz6d|D>({20B3=fU}bJoi;sY>m9`P=~A>&X0-Z ze7Wn-d(dng?@iH}yV1|@GysJt1DfjebGd@+;as0<@L^y082xxJ_ou0Ki=a)9ub6Mp z2h*7@u*Uy=4Q{mfc9nYajzMoA+m7w2?D9}CP{&Sh;0Q}h(X20F$8b!a3 zZ_jvAZBU#n4%%E9LF4Yxzi%BStFHp>tO@u%Z>rLt++0gNZ3*b)GIIWppm=jG^VuhZ zz7gwGmv<<~SPd2u+IKKy+S^6w-53%c(DZ^%h@_jt&!sm=vV!iGQb%yp&KjOIk&A{Y)>TPeXo70yS zpX*c!G}+66{uuq;%@6D2Hx)tLeMWzG{X!kTBtPQfJIUvBhC04F=ignw7w{)B>=D^K z_GW|62oo_(@GyUGEvC#VK;h^31IrB?C0mbnS)IZbTT|WA|-CLjIbH{<^TLsEi zl|a|`9maRO1?qQWm>)@>x3L8nuaE~6O|pXOd^XT@eHFB`(o?%sF@gLf)Eeu>ATM0bDw-o)(Z9e2dvv| z&3=fRZo$__d<3m4H3I$O8lY$v>hs%gK)cWA=aKJ1j(a^7nC$0v7VC3;In?K^>F25p z&!4fgcz;`DUo`w%S1t~kTj5-}h3vEYA>5zl4sWMFR}1^kGmeJ#gLux2y3ib2rDuQL z^x!AUDox5tsb?$OZSNio3&ZC=dAJWgGdB3V?#{KAO zT~WkM^_=7l*6;FM3TUPOfDh{|2SI-<)a{r52W@U7fhuY?d0{XpOY$C8nNTd`xqdEk zKMnj@w%|Ovy)%)1U8e`xHx4w@ihzDdYQ`U3q)#7rpgcDlRBgThb>%Q`Ub8B6unQFb9c11yZg$ZBRpJc9 z{lZX>W?;SR2hpcY)&9sk$+}-}`GoJu$@*D*$GYFWPnw+^ANg*=IQ=#I{(d0+TDBzZ z?(lqZ`k+`E`sVFfNBhOBgXP)9c#mAYiGPkq>-qDmtp+l*w%a`ktrP#O7SLy415bJe0ihX#qy#U7f!8t%1M_+f3Q$mXv*6IEk`|d)V zrEeZSMCRWJs^^xCSc#lZI`FYVe7qo1V5p;P&{a%3n z?u$H!FNxw$=vQ&KLEVXUybeAuOLN_wd+#jra`o?^%S*raM_JFi_vrJwqT_qAY~=V- zt2loCQu5Empenlv)Rh*3q8ZP>k*B%tPBb3Pe1*ZF%ikANn*MHgx2JyRW6)%63CdFR zc{%cZXnj4F`L3+v)!2$0ccvVu#=lLyx;W?y76J7ZuD_Ej^D@397br@wuGg38@BRb& zx*Gc@{LtjMNxz)SI$o}%zl#w+(>I^d-<_nti=p&)KZO3SFRu)~x|IB#^}9OH`rUlP z{=AJFi@f+X%(s8aKD_c8@#K5rp7ptJKtES& z=;x8&Z}4jo!}{FK3-$Shy7ciI+^=T3Wr3D09@3u^dCrU)%kyDP5AHLM^b6_l*}Bo! zmxT4}LwLW7nVJJ}vHTHzyE5x>yLTo1Sx;bm%K*?FYzf-9il9vM8kz7Me(dsvdre!f zr(d6*PruGQfqs4DQ&1FZLY}NliWtz|<2-ug_XYj9+C@;L;J!6`XAQJUoCEqHp-z9! z^JMe}-k%nkm*u$fg+SdQ1;-aY55LtDx6+4iEdt#fu5&kTD0FiF-R9xCcfEymyNqwb z=dZ?bT+eqwzpw&zo;N^wE)=GQ%kXdah<+{;R?y#5I{v=@c^7%~0Dte_KLn~Te0iDe{ZFKzuj;SIBk!LDza2OZTCSW3szmm$8!8y^`Xcc z$L|9>i*f(@D8xmHugFvE8`$XC)WhkYHkQ7vx9maOCmjSM=V62DtF6>k_&wu`u7P&_ ze*|?VQjTWaPG5((9L>M4{bVz=dWY2Q8Ta-1-QXAT=es`NW1LvV?*vzG2DHu1e+PSa z2=n3lM75=_NAAO7JSHBLXBvU#=6lqq74yx@gL*@0Q2E!XuS7H7jJ~cjy~6n9f8lp( z{R7ZHy+r>j@C)_x?V#PmI$f@!uj`HT5LanAuP#f`*X8Nqe7+8S-4|lLZgY1nW7$?uZ!S}Rb z9j_;HeO>Z7b@KPD%#Y0kilMCM&29R-&p9FO! z`n0$O~} zI$o9ijQIlHLEn%*uPf8v{onL=|EwPJYAow{xvB=VewXv|@=WmeG_2>%HrDh0NFk2v zAVJeL2k1YDVtmp|pp5?;z9>%7-_@Ewf`4)zUVqJXb}H%@#Qjmu!@KwB@2)TB-{o1( zzuR45{yoEDj5ky0>+Uc1<5k-P{=AcYK(&^BZf7;5ekJ&MEcdVJEkzKQXE=W@Q)QxF zDL|ct>)}L`L-1wWlYZ_8g?;H!Ll_VBxyca+End9I_`N95?dN$i^2{&rWqW5WeY^hj z;L}{kZe!a+%TzokMwRD$xj&XM#Cbl9xy5r~-2N%>Y4IYgS5No|+8wSAM%JN#I%8T; zw!REMb_Wm8pG&L-eWNAx={sLjC$T)JBDl;_ac-K^sy=kp`(4%63lMy{jt4R*n=UH>`s@o9tT z-!FI$jmcJq`sAymxI>>VdVoHiaWN}UQiT!LEqkV4wR?2k_mIc z$i70*-ISAPLT3f`|OVt&Ezbz7T$tQ0{H?py`^;@i}<{{&5sYm5&$0xBK+@(=o&xf%N0FTO)wo?Z%yUxVK_W*zH)+JU&8 z!TL6`&Vsroea|1EKdVGOuiAz>`7OrH_RvQ^v=Yzx&-uNgG`~~C^3#axcS)Noe5d5+ zcZ==Capp$w`EvZuk!Shma!;sLBEJjN*nN1PXhy0Fd#S%8)ur(FN%s3PYmqlM`0wBs zvkxy@e~q||A49en2Kq(pJIMGR(CU0U(DiExieEnjZSwy3zpFA|fc3gc&py1bUl?(d zlfJIXW}?o{I^A^ni@sKZ^XO{a320k;Kj`{z17$1vy4|xF+CQHS>WQq^O;`H5FU)#9 zxexCL_Qp8Vr5m}UEuYKS98_&suZv+HK+BbN8INLLUY@SW@s;TFDlxEJEaGB$n3o@0 znd2tC!}zbP<7FxK>uqlOyXjI0c~gzFJqttopV+sT3H%-~-NSr+<(H6mkDt-MDzbm? z>vKJxZvPPR#5d8AJQ z#qnjJ4)gXZaVE6w^$qBMrth0SKBcbTnS9y`bni6-RpN)#`5H3+cj({Otj+jmoR?SW z%R-wRB^Vz-f44nzL+ebLLEj)P^ZP?TzIIq=mvonY+3`APdeGn1+OUqk&r!tP!@bPA zZGme+eeHYD*I&eVjcH^R&ad0OTrX$-pr5;X?6(`o`E%QoelD69#&aq$np_(Nx;p>B zhjr#l5;S4ABG zP4#W`<0HKH)Ia~0@or;4y{S9(4c6&y4(~mUoR^8Xy;qQ|nVsVt?@tpcJbYOU=Q=qz z?>lI}koTeLie2d2quv9}v>57y%%INv7(Odc|3)7^wGY%8w}6rRlNpa;{jM(VWPStJ z&)I1DzTQIL*A?e7KiPtI)-ccy;<>SUBKNJ!bHUFGI{38C!u9aB=O@&a>(RfLzd;U9 z4Z4GzH`g0>z^8SG`JhTqKX?7xF@BZxxvp3U+U7|Knj2vsdJgVGcLx{2r}d^Ve_px^ z{k&Kl=${n>&6KR5y7-j!`Tn!yVV)-=Q(njKbzkH%S(JWls{H|N_uM3F-UZeAhoC6- z43wo`fO^vt&~(26sb_1%J*L2-%F&p2Q3W$obud7{+#Okxne1OUY6#c z$Nd@pyu115)tOIVye~@XiX0c2*Fs!x;rD@Tb(A{uVNk^I&nHW=4d6H-?xU=r zDwhfr%^t(AlFy&v;DU{oZ~`x`PckJ`?l)Sn&Um z3URfL^}DV}e^=>BA@26GKQBj?fwr~y9U$MXN`060zDi`jUwvGR@B1p$^DnV~?-#PJ z7jKesR7#8!L+Sf=ALr|BPuBBtCHwZi;V-$9ru8K$VTSpavh#% zM*r8H4k0ejlF5Al)sExz7W%zRIfKt9*YzLthqkZL=hau;p#9(dKwWtts4n#+%Oua& z*W)0t%Scu>AIgnD{MP+zB?tEgJk6-$xV3UXY}*FZDv6;O_P zN`D@7hW@goazFQ}nJE>h=kWYjC5!v!aUF2-1r_^wg~Il z?|llb(sSNii1N_3CeMlS$2f0pdW3V>Cr*V=tBdq=dAcdIjOY35x)b~Cq6ycpixTOP z_k(W3cl8F&o6B?DpXQJ8{uLX$0D0GUJgCZiPA2vMZCp#x+^9q5s0#Xpg{Y^d2KD62 z^yypS9QP*lb8%`k{W@b$=BLDgzHli}rV8ub6S>~qFL_AcU3e9gEzVF6IS#5e)NcM+ zXj_y1FV7t1_!Wo4_;BuAPuBU#{d%3HHu8~kZ9peEpRUHTK99`X!>?64?pJq@c>auB zSs3xiJzSufMn9LU>F2I5{aiE|3BQ&tI)VO3ET}sb4)HXgy>lJDtS9r_cGZseuZfdm z5f{Zi0c~_sP_|~@UA2+a@tj9DUBdqJ*u$*Tk3Zt?^O(nE(54IHChI?l%akvFqav4y z>WQgAr89uC1!<#Sffh~a>;C8iJg3Ip;`1x{ec%ePj#ulb{Ss2V$?paCklzck_3!-i zG-uuH7aZjK%Jcic|9lDB#$I7O1N}Jpy=DsE8#$++`E-AS!u$ui`P61d_;aRXzrl2& z&+F@auUN{TWB#D;y8&c!Jeh7kqlRAb(cV^ax+0wbs{KJe@TuB{=RfD z^V{g_ejxks<~HkfC+Y7ZrgeBvD?VR}RBJ=L3&$Dt|Bsie!uLRh`gqRns|~7fzKxzp zpZ8Dc+mZQIyxqrj zbG{+_?&8E(e6Atq(cS*8&~imnFtX1R6esED?tRXi`$nwKT>;kTdg5dH_VrVsPufhM zK4?L^cQh!|d=lckU)ApAd9P|b*R`8!&)~~0-+6M*PS9ja0>!XVpp5Sfs>C{=f5!dg zuFlIGcZzkn$;NZu?7bQE?=k(zbFIjgAJDg-^Sn2mk^Oc*FdO2w7w6Ay?4R)6w9Rt~{w$g}`t&*W+f|v7 z)T_CFO>g)B+Bd2Ssxrkvo99)I8$+rn`n!z(2fk}=-3E1*`@xSNfp#yc%HMGkwCm6MJaR5J^XcCM%hM~NRrzm&U$gJ7H}U*-dAbhc zX=2FM=|T7C27KIfIY2*eoP|F8A~R@X>B}xZwaV}s;<};)U4gS2H)bn++17dr?eg6NBl|e; zoM^`H484KR+ZlYHZ-g_$5d9{&jo!{s9~LT&5pDabh9!dIo52 zOrTyj8gz$)uXp|oT6dw)dKH{5$WHUvggE_AUeMixvgt@3}#pB@@TJ^Ah!> zC-5B`OJDa%?7!Udqm2FPSB=m7f=ji|6aD_cY*k?9iJ;2&*$b@SIBI_kugX?+M#GjH}D<1R+?r`y(+JuPc+b*X#WG``O1g z-SYC!5ze=jX;Ly@?@#!fXnY@ZeeaQf-T`eb#&vtf{Swyu{>W|Sr~d)^*Dr%AG1UJb zu)nX`9YkC#qrcmpTcLHOANbre_VMNF>Co=sx8(duph`O$w6%tiyLs-N>(dh253CQG ztn_!i@m**=i9T<8g?{}zZzHbCmICbq&da-gS)u*k_u;#`6MfxmV;^3Q4(sRga^IUO z&%V2T!1eEX!X!Lr_YDVC2F|0)Qmvrn+4snEJYPm{;JmrMPCxg9Ga&DWJfm+%{|@Tw zn?Q4GHYk=G=3}|N1(&Gq$G7$-|t z26aWQf72bpd2egN`nMU|;mdl{eEM_rP;yo$(A8^09&QZ!M%6%bt3c3MK~3YjW z`f~cCpzBLtH#c}boNT=mapR_ee#ubsSX)pWuLa66Z%_~8Ji5)rbK^{o?eJwYmFLW; zbzejKfdlB*XWD^!B7I$yC=YFSzr}c`lAsv&Iw|slu1*@zMhBm7%|3l(-VkvWMf&G2 zQLi}-zqY%V(YLFy->%BHX8gfxWE}5tv9U+#-!*wJn;$rizTLVf=#xHVKDG$sEnd)< z>z@Y2@U>(U-m~f+e#ZQgCShE8FmetZsG@l9xtS8qiF>jG{%muxPPaXI?yK(92XQ}y z`_OH4xiBs_XxtO_+w<+Buji}~{H-GBpH%|oNJX})3A(?i?Y_FyPd)}klMbND(2#m* zWzY|K2eh+`gYHQI#tQ|%KU$RWI{ZHH3+ey%P9DT%%1ofmot4l1#JH_VM()AoxYT^k zWF=Lb(tK|E+hAmW4#%bB&o^E2L929m8E=sT^aaEB#VGb6WXcpA_X@uk^p#N87Z8Y> z8~?)p+m7gZO+xZ%~}-2>N5KKyy3v-&e&l|6h5~%_#<|@%cfSz&c$FO9yQf zeceoXO8;4W7t~iS(SIKP3aWI6m>;-<`oenZXFrff=x~U?&=MP z7T>WSFPip+_6>S*T)2N-y~BFmRH6T?4E;Fn_5PsJd`=iX=l`MK+g%+vt`L3R-s5^a zx%y+qkA(VvHRCEh=K;)4eqWfJJu%MqrWS_p5zF|Ups$Diev8U{Uwy8}6U|6hfPH=Y z;7#P^%fa8fyvq0Prmy=WX`pq-RG{fDK-VV)`I!BE+l%AX$N$k6lkcZX;QYON{}$rz z0R7!PVSR6F{ff9~euNwz=I;x!pRc~8zsuE}pSQc`Vw`$~J}=`ZL+h(!L7x=*@vpRF zyc5^m$usXWzo0JY`n^YegzN7_*O}?( z#tjL+-j=?;JDl%2wGgzrkPdWx@4}zWwqu~}`6K8XOl910f12&deddvQeZ*DTw9Hp$ zUGDmGUz%*Oi@u!nJ!o^WP8Y*RK+DpffF=j~@Ag5JpkqMsf_1t)lLFfA{fmAae+9I$ zT=(vi_CcHK>zFS+gZW-xP`CaVjNB&%`bO-xN6zzvf9mV>a~ro8+8qw(y2nn3Hd971 z-iN*(IiCXB7px7+`1e6OqXww6uzt7E??Su&ML=JW{vJ6;09uU?>*}Jye0=;Xh|6S2}vq1OoQ&7Z|1oia{-JVH!lU~i=Kx+ zyE&Wb)9rYkjFVv=U50t|%nEsPgXg)cs8rB;OW21#iub09X6xzG)#iY@!xx~N(-O3~ zDv;4R8SnoXKCaU519j%k^rsr1(7$w7>TNwh-;mlLrEkk0KIgc^k)WP5h`J2l;~q7q zzE}q|w@JINF|>U7BXX1mMe!D(?o<|ZePS4I9{m1rNoaYl5@>EK&=2N!gR}2L+dWOe z$a*S{+rgi!GVpuE|IP0fQ{ye>tJ3d%p*Q&a4EnpPmmOMf4*tH9G*kI~p}q`t|AKTF zC*$e={)1H13Bm8Dg*v}Y==Xojc?WlhzU~Hudi^Np6Lbgqx=|bGtJ{}>zUTr_U!4l7 zwDk4=J2&>$0K}8m%h|Zle{aKdg%_x|gkFHB!|eX=uNHv=f%ObOar ztk=cK8}Jo1?kxSr{StT(w9|JopMmwd%ST_AqmvNVo#%#eGeGmr6i}{Y-EO9hVLo}@ zy@`QVX*vI{uaW8%Ql4Sn?j~i*pl5!8=Ulx3psCuM?~SG}>no&cmrU06ei7?@pTzG0 zJt;iDmERe%G_?%#|Nd`2=PbVmbm;G!DXiP&xmx(S;zTu2m9GdU&*RILrJ!Bk(x7ih z?U%5wH`#L{E{2ja4cFz_Jy{Sp+cPqMB0cElhwp$Y0@^p?K0LjV^}Ne>4gRUtv!Cye zvOllehq`?_`|`fJ4apIUSgMevRwHIz6&p1%4~O-v!FiT=(u5ErPatdH#&a#{Fw{ z`e4L$$4;P|_aUg(a$TIsP9HZ@IDhVoa(%lv`J8^;g!AWi7X9303-_{&qMz%Ekr|uF zyrXzg9n=+zkQ>r~HZH7#+j#{3ESCR3zrHXDbbWZ9tIk*(T2IVPW=RQ(lf1uNU%v$Z zm1F4Ze&7!J^KtH1^Ft;>>&l-oUV`_U%hTaL^CvYJZ&DJpH4Ah6FUlm1+IHz-cd1S97SQ!nNDaq1%1#hGep5LfN4!!JHdVMjPBb}4?N)($;z%+J&wZ6ED?!^? z^mCuYds9`~aDMyvG4!+EUxWS_sjp3kcKN1}b{wcPjsQgp(hV30EmM68`lNQuH;$)1 z+8WeXI)Wy9cTnk`j8E(filx0l*@F4VcRjTKoc#bjiT`V7FHm3S`y=YD^QKk$Fq-MvK522aYaD&4(oZnNm8%R59+Jz57=C+>+J*f z4`e)j-}dHu0=+r-d=d8XMe(pc;lI1|OK}-gUvfQwewXX!|C0~eRHd)WAEKC# z6O7;blm1ccD*a+Xm{)H_Ul&dGF+Y^`x@<*XH#fg$yfN!__tyewvyJ{PPE3bRuHW^$ zlR5sSiJ&_;j{0Qq`(9(A)p^nnO60i1q28~6$EByg%hiLR<%)r1@MoPR)b&gI zAnrd8`QHXZyN7(<59arRFFcgbpXE4pKFk;7{)F)royc(Rt!h^f+82rglh4ob1FJKB zgubskQ@c5=^Ie}Ze9y=tpg2LAZ3Ut2gWSv~WF=E&2;b)=2|C{UG?Y$)GhFs^aUmXXn zJJZiiwrH^ob+g!`w(=yeUpv~1DRGR0%`C|pC%Y<{;_osk%`FLNNDtiI` zYaH)c5h-|%j2|?Y{=C6}z5)C2vNg|zv%8xxf0_Mv*`hqOTp>ZVCJmo^ev5vb=O=P6 z`|eK8h1Qctf&O_oKdxqD=*Yc^pg5JAdK%A<^8?S*Zx6Fhm#Nm#cbCrq%{I=bs|&+8 zZr&H5iux3kD|%3m?+W^)?u@4*b*DBV-xhQaS?3GEd)(aN5{%Ew0SfV)zFm)XdSo6D zI&#hpsLJMH{?UE-vp>fA+|`*!KkxQAeS2MV<{Ok{yb9OHnJV|;%XTmQJaUgYv>e0x zRn_gHsJ-G>;c8_aiE^ed34*W8nio{m+>vn*k^Yq zLHE}R_>{}Lk$%1{@3Al7>hgO;w(f_xdL{h42kbAH z8sR(P*G7`ht}=4(ogrUV*bx0P>yE* z-M>Db@jeDLJNi+F`()HO*6FrpbHsIf`nsK76IuwalZ)Il32pb%*JUgEx?0aZyt%TUclx`Vvy^%&ecojK|9##l z_UYX``n`KH72`$IZ$P_;^}Xp%+FYc{FbR2QgU{!qzw3^p7@tpH7R3X@`g`|h@NY}M zHd{wvyt*_R)Rp-C;Ql0am5w%>DHOz`z7Uvb>@FF3C6VCIJn z1@*>}jDJRLwzp>f1?SuSLav`z>&kF^<>&BQvo-8v%Su0YdFkgaf2hxM@Z30=@Hxj< zqn}6aL7;EX<2<@LUmRMk$pz|buQLCL`_J9Mi}daKJLu2Z7JxeAa8NX93)*P*+mr7* zw>|0S{@6A6vEIaW?Rvu^>Z_bLx3k(n`{$fDcQOXr&U%gUCFwvj^$GoU;7!mSJ`3u} zKZW=z&}^H>_@;5xJ^E5lZVNiu5L9Ip=m!;{P8;gOO< z{JsupW0}`iN8mlW!{G3~fuOm?^>!vl!=TxxS7raEZ@1Y5+C1YybBpKCm>Y$mb*Crr zX?O4^P)}SE{QFB#r1%uHGvdj;Tpy=1K7}9Ko~OteJ3*DW2=vFsf%05;P)}||Uabt8 zsaz)~&%DfWqwdhJpBw<~gXy5j(HE3w>VxVc*Tor^j``~6;O92i_w=7vH-P3Qeceo1 z11($8@BPyy^rz2AeQiGTqi2EkZXy`@JqU{Lhl1*3`n4=M7Fw2~|I7IC)Fs&u5T~X< z>(1YRru$^jFA1#A?+DT4E9SHFIbVeDaR&|J@-!Ja#|c_b7{z$2(R^+S|2($m5NKbB z{RMrkGj&7G7x*Ep<8AL6e7;n*kgou$b*$@s5&FNL^cLcF27O-s#{Rvzk&WZWy#mU& zQgGb8XY|!moL_hKJhb}wXR`br(7nGAG+URG+2)fwSf{J8UsBg#oi2uc25oC`ot(+~ z|NFYRNnh6)>FfGc`ntj2p#9IR*G<-~(8_Nhe_RWi>OX>d6Z`X#c{k=Sd=URWKe z_2lqe@8O6m&pv?Z#(8}^i@t8Maz0;_XpeDbd+_;&t)cybrhI;Eeda^oUahME?POJs z8&Zk-&$6KHT>_LXi-Ky61jVpCpijy|Jv zb>Rekb;425?%EHU+dDvcn)C0v;%eq=vOh0JT4*7-e_j;l{&-(_HlO?L8;+mO^>%I^ z>w0Y$m%`E~zvKm9i|{XBUex?02ea~nGvc{_{y&{dnT&i!mW;_97xpkG`O zlyB!`JZ*MRPvrS2@B}nR$=8I2GYRAZ(yf0m@m`0y2IfC&V zymw8UY6k84zr*;AT%aoRFa27drcdYi9&`s27*GEZ4@tMq}j>u0C{#E z;_|HppuNlQ1owp0SD828lIjBK3t5bhoErq19{e7Vr|JJ{T<9ab#-HaKhH+JA^XI+H zpRXtIyFjjFogXU9M)^Ti zmi>8kF$&t{dx`mf9tOYUJ~6aQ(Y@iS@cWP>;{gsR4=;6{ruF0M(@ej33X*c;C#RzLpxaarAXPfxa$V zUxi=jSAV0Ae86>ccGfXyd!PPps_ce#j~ys~pwEl{HgnwGji9=)4%C@LeZOuMes8Lf zBJ};`TkPliV_)ETF(S;bx9kmVL;u}Wr;qCn9T4{mHS^K*anZa9v`oo5-Oi{DZK?zx z|C2s$U#pC`_>T3uJM=cRJ4ipbx!;7=9Sf0_Shw3euTggh^?SkW&~|1GXHe{4D%cETg}hX{_J%wNSs;cgU+Yn?O60{w@Uj^(vfmZ*y;^Pxs(F zy`8-fT7EPPbbZ;M7ftGO+z!_1qFFe1<`MUy>k13t!{Ym|NimAPT%kXx)^uS!MX1l~ z($B?7u5*_q>F0hi{oHg-gYmBaP5StXeV|COlsbMqXyZNw)x}24pW=Qsu{*GX;NA%s2?7O=sN1#Q_HZsMs zke>#+{$m*zJ;@mM-PO9P&?>Pg$IYRiyTh!{br!CRv$HnQujg4%rWsA&-pg}l)CKn2 zBj+(At}F7~IMX8~^<~!;pB`hKF2@|B59cA>Bc3~B?`-F|h4gvd=|^ZGz6a$B z(nhal{5Zc0Y@Q9!?g_sOWWqS+n{Zv7f5y7p$-VURoijnXlIO(QJ7FLCsn-#AG97(> z!xi|mJIM28R2xhG&N2cNO+E%?LS>HIpPQ`nH~l#M8T#}b*6C*I577P?*U72G@f?@7 z8{-Q(ukMrHVtic|&~)Q`x+=raTyIp1B|NgLZ+U*jCWopudX|D>*K1DaRe5&%3<;gI1SFe}s8)av9>0 z|85*VnBNDHe+P~)!~TH1OUjju%hja5vYgK~WZyvkzKGA2CG`a6WvTTX_rY3Ff6ez9 z6~?cf!TjrqV5I*FD$lyzbZ-G|rZr)H{)eEx+=%1a(C>8x`n>;}zV7CS{`_ka<3!Wo z>tUaqd-5-Rv)Fym?BKk*>(71bq8R({vh-%;-Mk+_|Ib2DU788n*Cvy@>Fdf5fp!Pz z>*Cig%!l=I#x;S~S-4)#?5GB9vcAK3MfTrCaS81|r?0E1jL`NIoKI+&c40rx`pwg>p|U-{;oH& ze=ifhL)`9K42l%=bu*Q|uGZ4mMe%9K%Y@LMZ%aQ{<3j!3oOO9}-5og}f76H{yCa^DTYd)?!~?XJXy%3b1Z>e{y}D|7jon`1S$%bvXAXGC#?9*5LcS zIS=oX#v`sbbDmwL`w-gBco$S(ab27XelA|(`gVI~5`8!y&waJC`%=&4dN^^4^XFz~ z9s2vpvYe;&Nqa(B{fZ?q=WJM*l_s?ehm{d;Si}7W+X_jO*jX z()o;^`5H{F)7}1d9GBvKP-iL2{Dqw4*njE6nJH}x7 zbNagNc^cZ@IZ5BTc$~hJg8pu*9pw1W_mN54$!D8E`$_Qmq3fVk8`2$ST&CpDPu6z! zCO%)3&zr5`J-fCb?&|RU?jdQiI>sM!oE#PYKIJ%GPuj_RUjF@D-2>Ef`5ofk4v0j&B*q@iB!~FcEPR!S8Pu|mHP5Qm=P#@YSv2Hh0%R$Rltk>1Jyc}OE zONgfiRXOf=^9{HTUNpZzA6;++6sK6Hi(l76yF={1`)BlZSBJhX-=4&L-BEmg(dVGq z_9^3!JAz_FJSfjJ1nq-3P;Yq`RO{Ymyyu&s9K&_+zHkoc$i7{&Pzq3AeGETv`R{@1 z$D7phI;b;ya>DPRz0dkRaxXOXuA`t|beQ~mA1Ipb1=Sk*yScfE@l*75`{|F&mu21V zpVQZ68rJKs-aO>}z?q;sJQb9!Cxd!(@bO|_a@=D2xBr~|bJLant=bM^KB*s{Pt}Y1 zXjf2`>%e%cHlTRXg7J?VgRVfRzwgIE>y50x8FlM8a#eZ8dljZ$krh;F zxh~G;;XJy&%)YzLwUa)6auHeVOVB5E1x>Zu)JyV%b}#Q?@q>7djGLDTe-)zFx&CqhiY|zFH zBlC0v)jIawm1f^P^1mm{?6>YJMl(Mz=y1P2Oew>|^*^#_t2gsrk$!xsPt+ ziX*%E{C=v9{)_AFp})3!55p@i??uozdI0K-&zS#t3CfhEXa4W|8fpXS>g7asho4~F zJ>lO2wkLnj)}Zh0!?0d|Ft9HDFH4iIZ&)ArJp5fSfY0en{2f&``1mmQ0rXp>=|9eR-Yx z>VDuZWILB$7t2>6s}0|Ae)BoZV<&*7+i>PhJTE7|?tv_mb^z@!Ey%wbf~MNXVB~-A zK^b3)c_aIEm5%4->|UOOw{i5k-o|x!)9ocZq00UP`uq<;bC-UXC9fj8y!5-zPrti* z^t(THobzWK0d>ZMpfAY2T~}hCZromN)8 zRfpj5qa%@J%rH0PG)0$XYh8`bjT_#y)9D&PZt)bi{bx;4`tHl z^kd^^^kaYa-|k=nvij+7Pq$6^o&wW9jhl_l_8g-en2&kvh=cY;~WaCnT?&&S~S+3m&iYCiI zGjlxatGj`IP-Bi4&d2d^Kb)z`{d0Gi`{!~b&$s(U{NA~H%u?IPn7B)l>O?dgOjwdU!R@$Ei)HkyTorkF#-Ok^S*-KWwSi$To`av&j-A zIo>E6C@=8+HSy{uysKk*KdkP!nK@(FM_=9=S*EBF{9KA`l8^OPIY9r6=iX%s(j|m* zb4Q~vt~Zl1COe-OnLsrmhX*pb$NOk@w1p zW_(}G#{EcdZ=OqU4;jF`wFPs&%Am~=1-b+eFYDM1pzFtdbYFmdxQ3MQ_64)Rnti_Adm33!3!KbxHICzc3B4=h!}CS>cZGX&3D2pr^t1Bu{GIe3 zw7sr?=JV^!d+&hm(O=9_w?UaQtV86d*Y#EQ>weH`jGJytK~Z=mb5&+lVJ5PT8$;e7 z9Om^Thp}H*Wg8=#88tyyt1>7rlmh)gdR=GA6LLn-)=UAa)Gz7LGWS9I%b%b-$oJZO z_#R&3`|7$Q`*r0PaQ+uF`F#6vp!s|#pFc#e+rM~T&OT^|x=hv_^h4^COL<<-_Ts*} zxml9WAK-a8KZst}=|jIhFayTz1D>1n$M~L`T=$$ls`WShGxiQBO|OeL zPI3NM!ROl#aNfq%wPPP{_p%Rn3tMnrmw$sYSv}Bns{z{mA2PcN%yUBj zU9K>)zQ%srew+(gj;6Qm{!Dys7rkw6r9}4cCS|=V`)V^Q^wmv+rx&uXR+s*Q|6Hxm zU*F`qxz0dOixcd(^|c%HW$?D?&i-3%yokC=%RbyM`-Ah|;=MHPz;7IH$9`OYK!3|~ z!QZF2uP&3ZA2(g;al4oM=K9)7KA&y@=nDp)_Z^6AGIs$*vznmGlLwS7x6sGy>2ouE zI&;fWpl|dg*`N#SF)cyyUOm`h@f5l4?R} zWO+6(>krd{s@xl_j||^ko6d9ZcJ5ht*;M2DyKlrkJ#jx>r|*MtQM4vBM~`+VpEU>N$l9Q*U6J{0X);*_Pz)~ynr`Kog(91gdUG_g zu1MM_-dCfyf6V9Z)B;u7`k>uYhVyT*U)QnRZ&w$)!sDiD3DEX_Gvw>=vr2Ukl*xV| z&yEL0;U3H}Tz`+8zeLuVF2Td5%0Wj{i151$?_rdfDg!g ze9tX%|2TZDJ8lJS&l$|y+kuhqLosiq&s}Z$T$PD~$9?@C^m~mO^m}XpP_{@G82a+B z&cP#M_)Sojd=C0T^trhe1y9SQ@6p>&=yQ|(1J=(LW8LOuj!6spe3?Kq>qFLC+~DtD zD1)rZSL681I-si;a`ksOJ~ll$?!Wx^EAjwzhv;Q9{T8y#ai6Tgza#u7;qQ@K{LkSQ z@OhPn*?f2x^JP5$E|BN>--D?Z*6;I@`UX88d5@a^+{X*}&*?Rt>^T}#7r!Dmb_w+u zP^bSlD4Ns;2=qiUYBEn*FC*1&+#0*SalBGG+DzsykWndcwWxs z{hnT(69>xkTz`+;Z-6YCabI0e{(|G{JA*C}yc*xax1nMcFUr)|{UA4P_x=els6f3#UE|byc;?yoa zUwa#9A{R;i?>doOyB4$`tqAocp!@quSde_WjU9d#WW`tOqLzr~0{sQZTdLH8y5Z#jzR;{0Oz+kD72=Dr4wfS)xuDr=L}-mV7QtSF#GY!m&R zg5O*9gLtpI5Ii5JI^+m`e+Cb$3Fkmpdkb@_C7|gRzQgvA_rm%i{W))8XHai#1IqYj z%$;M%YbD9;d*E%QCxC7~-%s~T!aeU*pTf_oE$@w!CDzd2H+arnoM^!DawS>MlmT?L z{(w*X%h1>Eq7T(r0gpz$+Xsp!^sC8EZ`*m5IR3HXcoF(pH0QW%!*N-<8OGhgHlR$_ zit|r5W&JV7Bl{7^=5u=A>@Li_D;ub%rU31|m;Cqr?jQQ`kKpV6FOc<>SFE3Z1M_8R zKBqhK?-H>h9qKA|$W8d4SGMLpgT8u#zyB`R4b=GG`Fq9bbvuv!x>!N4o11emZlfoG zs=^@V8a+T)yDjJkwPgOb8K^om2JOSJ-`;?J7sZO9{(tw=+)IY6xAGjks=)8WnCUz( zm-w9;n~U$OyFBaQQ8{KYXyds4ZgxyUHoHf1yu=`mKkP~N;=a1cLa+NmjZt^+(CeZI zz3vWGU_B4LuF|nz*H`Fu^BLFS{d1n1GdogZzMlMwUK;)c)YtBT?kW3p+w)IkIqDD4 zf5QEA+j~FfJ$9g(z72H^(HplzW-!cXLEsD_JZhn#QTme4!EH|hsu>V%& zGq8RIZR2iYTu-I9P4%#!os3@gN7+Z~ilqH3 z@IKea^)`Cizso*boM4~r^N}ur{kDHjZ@aJPZ6WAw-G$y3uXp0#!`9@vb)WAiWO0K2 zR+rcEKSu-h{^#@h^4$Si!l07PbzQIFySG@NFC{x6Ny3$0@ z=O0Qo`T}(C@LZgl$aC&C>J!w(>yJQvmFMH+`NGI56}_(02ftUN-$fGoU5rSMdA9dW zcw1fi60}hYlP^?4)H#BAr8>bhv<1V;SjQ|xrd(K{tf6~@Eo0*P?PnJ zJTK=LMIp-)T!(iF|AluW>n-$gf3CZ`#|P-;d!#SG_uC@t1*pple9uj;pMtDXeFf^+ z7|hZu5oFaiCFq`B zV&8p(-&qxfmm-V86Isv1``umtLaaAS!Fucs_*c9-P7kNw5BfzvgED3lIVSNO{6u8q z!n*vBq0F9G6dFgfc4$sR)-pj$b-c}0~ zrxj?rmIu|F#X$FVK~QJN4cdE|L3uU}^L_T|KHop|SfdB@*wmZkG!Kd-?9X*&`dkd( z$MFn2=Wge*FZZ9UMcvF^4%+a3x}6jH@~`G_Jo_|IT^!HcEv&Cs9n9R7>*^}?=bV?C z9#`pFA^QUV=Dg~4K>P7WoVTe8>)pdTdamNg`br^C6n=-}RdX`G3j5wJ4RYf7G(A}$ z>rC{w8cTn>@SPTQiT+k)xjwE^aXnl#p})mx`q}1U|EwzqALnHsZDt&X2gM5dS^XIL z>ZM#4*O};PJ%#JzHaC5((sG?#6!{s?>rUH2HJb57n?Y>%tEK4m1 zP1U8KIKy>ylYK6-`*J$RcaLL!dl;zN_5$rUZ9t#D4rq4K=Wf9x`n1Ms`gj}9#hG2x zkR$hmgL2)VFy0Fkh3R#9AqH8sWxuYk)ZzSOyyso4`hd^9#q)B0N$~m5z~%J1Eb$L~ zt<#75VIR&#c8BS8y*&?e{|umLmKn4?>oT9n3z~2*tW35Ao;KaqgKEN3dV6&=J@YG8#fvh!#`#H zEZ=XFCDJ16&A$b&^1XDuoj&%BCZR5d4F_e3zRW9`&FpE&I^%NI!`}t^ibHnu`M$eO zzXMralJK7H2k-#rQoJwP`v1 z-E#)$k8>SfUf?-7fBbj)I~#p2nzTT+HHw0w@Ei1bnRxhGuH8s)znBO{_7^~LraJ2b z@`A2jSigQJtV7S@{ADXTr+xz6qq(eS8$s@*-~E!l$g0B^ocA_;FITrg_KT};%U9N+E(J4@++7F7Rn>qf$3eeU2mi%@)nTPx8qWMtfzT8(=lRihbaXc?4<69!@ z^gIXe4tyM*uflrgGN3;a&cUCR$hJmyP!?yOZhIt0HalL>XJOr4oT1O<>WlPVG5Xvs zIE?I%?;)3Po!!<9eR;_>sLOR+Ul+!5-qN|C(&5}&r%A{r^B6Gkd+g>G*Vp}k9;n-I z=yAK39v4IDaUIJ(T&Aeb-`!9Nbal$|_ueQ5`uyy}ZOyllW$WyqnVFIN{7ufwmlRax z{tHjJg-__OIXsUhR^CMxC;5JuSQXBpWud=SIj)1dC-k&TPA{7(d{0bXppSh4(&qSu zJ`DH2xWi#R{5N{q-VdHm#r|4f3H^0b`dV$Iuib*+>)Q0Souf%)gOtuB^wd*$s^bOgcN4`T#pBH@vKbtIP$mu_VHf}n--JjoG6DvPK zmLp5BUXOjLtr_~=b(!h4Vf3Bd_dc>;%)VK7rnlv&DyZ9B+(%a(D)PBgq(AZjvMNj3 zZz^zp-2eBrll(hDcjS3Gzvx}ebB}|6FLT}9|5g-rJ&p53^Wf$2VSZh%AISB=-}Bjr z+iysHgMGeE&vEr5|MR&onSFkV-}k@04VtjdZ?cCzzaan4QJa!+UVg6Ut4&bK9H}9d*m6jp9yx)MLDfiXosL{-g2ZOpZ_tn*#U72Gw_<#4t zrmu%=x>pbLd0x(cR~%W00-!1rMPAMb`eXFD|Kufn=K4McMX})X*6h!14W5VdgMY=i zox^=|6~6N#nuNZ*D%aP|j)nB&*f>yMqsQ$&dfdOH$Mucj7z?^Wi!^o3cUlNs~_d0$-Q9$|RZ z?pq8-{^y%{&Q!AZcu=mV-+g_0+|1m{ddqd7nY|SB1LuG$&A5=cAMcNpN4ER`&bXi^un_y5g&g7?(e9Q>}jjmm(!yuk0V>KlKs@2<%8cRzsp z>HawHiIrz7((?&f>GR?At{BdHVf`}p)p9hy-y#H=SdV;1hyLxy{dc?X39`QS4=7{! z-n*HZlD}W<0qg56X!mtyKFf1;#=V8CF5Q8j{ebb1&ejZ+XG?=F55K2w zqwdqkGufYuGra%R=i@%QY%!4I)!KpLRRd66s>b^C_sN~SesurqCujea74oCv(N*Cd2ab_FYWFF`T{f9i- z3bgmR?r!I$hM!aio?8>|v9I+n=tsMk{js@8AFJ~8yUiK;^y#JOw-=-s!S#4Gu>|V& z0e$U%3m#5V2zBvB@bB5Mp1z14jofF&=W23&Kxg7QyMM-UKZuk`*;kvN6X%D%dd(-x&zym*(@$Z&Ed8$2hkm^_`*fq~U|g222$~)2*G-iu zKKEl<&>en7j}ChP+J|S!9EU)2a|`JDuLk`PzSk!In9X@#Oa%3HuD{E*1CUj^o}hT$ z5p;E1lZV--+mG0%n_ZPqw+~B#k@shr_vIr0dJFW8xQ}k5=yUbc!{EK^pjdUDKD_fg zC`%t8N9|yJ*G4k?N>GSJ(WQeQG{H_pq~9@H6H zfa1M|pvlbhZK7!<&KpdR%anyV|5M5NZ?F$nm(p?GQl4W|V$N*?+tF-1ipE>2Go7Fy@<^Tn|^5x&9s5PvP%Oqo3`4?o+!w>rr=g*+&~kKg+M# zPrFAeFz$~APrq1(EPmjAc4A+x($UxQ0zK`Q@w}S3Gn>yJW1p?3O-Gi=rh>-N+wR*5 z$Sz?F>v!pIUvMb0_+bDjTlC?0=FdUBwLRzuHw9IiT4dVy$qofUnLIscqwdnTgLZ%> zJNs;#gI?BC7ND-uvTyedSeK*dar^OhjO!2h_kd^;&eyf%-vg@5B#v)0{Qb=A+ts8} z$YK?JE?%cVR%I^3)3U_(^!JG=ppNCaxyW}XnXj>LH@CRn?(?NVU2RIBkLUgY`lCDP z-%?9h-!qZ*t~&62Hqj&veY-Lt`1T6u4qqhu(A%ae-&=S6SvNE9aej&Cpb%WQw|jE&_X>yi z-)H7U_KVJNev0X!YTFic3(B%ShWqAj;RAZR>tXu3_6pGMNxa`(Bg>JzS0?ga9J1c} z8veDp{{m&JL4H zL-y~!;rsOaXnv2)-sgMhLh#-=RgOMamm1RJ$BWS8Taz*u;5~8v_%HCbj9CKejNC_; z7dj)Gst5B{r6f7v=u6*-zBD`2(YL9CKQnPW^1dkQ{@7deYDJ#clOs9L?&Es7 zzRG^u4-V(-kMZ~1x1=u^xGdBUhx|OOwS!xX^hAm?b_u8s)+-J9O?A!g~upZxl`|SE^*iYY51JBueWkJ)eAbB$z zC{Cs#i?UzWmHvW1bw}>2>+QRc#n6qQ$?^keYs?2_d{}>fGM2d|&%fIq{g~H%2C7YM zK_Phl-5utBx?ES8^k0-jUt?$d{7uF!k?&w?fk_s#8I zuCvP&JpU#dbA8=@w3N@8d7#=f3)Jt&g0?q3E?(2)<`z9}vVDnh8PD}~)q&^M#fTU_ zpNZ$)?7Vu&?qD_6w{m}6SLXS2Vd!zyE-UBt;eNPr^tY?^0>1H!xsL9a-a{6zuhB=v zFLJ!mA0ht^+K=e($UO|mqDkn#KVbi@KiGo0xkGQ;IrO#az;$mwkbYJ_v5z*pz6-y< zkiU1D{j^w4Punl(X}>6V`Z+yqc1+{^SFxZ=mLdNWPdJOOyK-?>2ukl2Xf^5WuV<# z2^3*J-8ba=yBPKt{A_meJvV>+67$R*pu8{{^n-XVUJT31@hY$3TeF+z;!U^H$Tl~< zuF9-L)>q;Q-GsBx&50Zliqzw6jX^!3G)pgSDiZ)-@Ot8$?~ zzrgcwq8aazlVg(dxl6C%S99wXs4KFsj@*leY-_OJ)|7BO2_`#%@6%_O?p~hU>1T|cM5&; zFZ}yJY4-mvf!?$^=t&)$62I&7(~~wTtY`nj^=vmpIAu>aG^&NAA(!^Mm>C zZ>H0;t`7GRWOCAdNs4Bq?fn`alxsO(j0kK_>Mk7DQ^Wbd=G;e@G0*AKYzd&M!2kYC z_G`%g7|+d_8T&b2hU@Qo+K&;D(^#}C1`HcJMatwX$5(;A6|Hk!pe>?-Sdz=(Zyk|ydx(grLnwLPI z|1>BH9|m>CUCgW4m+Q(akktmudgP!D-d9UWkGs0#koBj-!N_;8LHBF$c*@?$YGPN` z`?LdnLH6Z|-#t_9cO-9{hoy2)B>1i>7{j@kaiuHHtXS<($wQ=;b3*Sq#`v!8}(!eEO zA-g*L$UeP6yRSQ_%F^Gy{-?;YbPTA|vmX~l>T=#CdfYcGhb&eVB%5adO_u+{qeg}P zd|*61Tly&LSr3Bx{owcA4p|KQ1ymbJ|9l&=>-+zGZtn7XZ8`(j>21v+eEx^-oZqiC z`J^`MZ}2`EH=pmV>x_XF>34JM5qurF*95fpR*`c@f==>#ZK6pTWL4%(P@LgCb9(b- z_*loDpr3p01?6bo4{z@+LiY8?fo?%}P~YHsyl+$%SrnzuT|ch3Cw|{WP1p%f+vr)K zxzim?{EoVgEsm_WM{!doKV*5`K406btX8hxK>e zF??6GXkX0pFX(+WsV$$s_n00Y^Ao7I2fy#*J+Vs1(${$=fM)h6Pz?VXl%=L|{Ba-V z(RD%JkngYAo~7yc`RPD4f!|H{g(kz>?r{&$7vT3)&FozCd9&y6wC(u^sK#xjw^#GN zIKPbVulf3)qb^=uq90y907WtS%Tx)z?aXuTc3#*=e#w5=K4710qe*p%{jzvPxlhrBT$un4EkfF-NU*&$a!KVpI2|v+dB3xf9ERCz5AtCk;Ul? z{JnAP)5XxRpFZj!$4~6y_=Jt1-M19<$9O-D$uAlV^)jGr zRR~mNbAY}P*Wb;I*YxdM4?$7nJZSIj1x@y!$m;CV{eXGQU8jJuIQP@tL9V--+w{2~ z&>rKiZZlB*S(8l7{@mu`db?lD{d1cmC&xFY1I4O0Kzsjhcu+LEML)jH_tbPouCoil z_tSL8?HKnB)^pwy_T}<`w(!$bCl0?#p=4=Aggj8v5Ht z@8|g6j(mGFD9+H^qVXzZRX(hXFQvC-i_mxf%s$&bV1MoMu)mfi>1(x#{j|$NPy0fn z`Fn4U1m#Er>dM@|_5%kY+uXs+N4TGDe+gcG+=tKq_ywOYMNgZXz4+YR9^^i*o10mo z@7A4A*Pm+8WTn6TvnI%DQhm@j`WTe0tAO@lY0zXZ0_sk=nRlcE{h~KOx%vrwDwE#^ z?E??0KhJ^w$nUK0{|(f!zcNSd;dlf3T&`b>EJw3H*InpywTV6#D+giR?CJ)J(;B8VS3;XN+ext8buO=r=0QFSfGbhflU)L3jpf1m50ZsQeIPV(o zg_kY(-kaIUzTM~JJvFZOSa{pcrO(B3-bz3t}e>)S7ktZzZ%E$G-B?}^?Tp21G2e8+C6QNh2Y-{ zw&!hl+8_OyzHYVz)E((_S34Tn-hZ3pg?XQhy?25>j$TbqFPaHPzMI7SVh||LhVQIj zoX8wMnd5`LW-h_+q?HM+shMi|kWDrA>At`Ycw0{m_rAt)-Q6XW3O-Lu&o8+|pO@J~Zx3Ui?iTWU zsx~**-^H18@PX}hgPs_5kDmC6{imx(zq_~Dx2kdMkNq?HS*!@>#L9;L*|2Z+N9k?V zj?YE*P5ICHnBLV>=ug=?__7`Uxw0gE>FVm?7;nNn~Tr+ z0lW`Kccf<{->JcTm%#qn9cK2=uAr{BT<7oY=eS(Yar;r2SAg?eZNArMb9>Hz7!Ue^ ze}L-G6QJpOjN>(a<@hqLzw6F>IIqk$&dadIO;Uaxn>{rmZt;{2qgZ>%Mz3bSi$m*w2pp72Hc_-*| zU5P%|UAW$Edjy|v`~dT0e0XmyZ+l$%6ZqgzHUFF$L*f{eC}KJ89cJy-Oek{)O-S~S)J_B7{dRYwbf-KL|&%%)YIs0s}vIEA2p|@S1 zHvF9eE%`fngTE&>EbE(i9?s3@ z{<)pol=JR=1R7Ny^hC+%ck?H5e8ZPynHbP?tp~dKJRhezhWj^)0(iCm!n zzyJSgx_=AmYvDWW`*<#1$9{#nN|lrIvhbc*HR(2dY^uf6*J*iW6a3wl-c>)+qk0S137ox%-;t~T1V!P{_oic39XQY4qhIxQ zW;u$_nX2)8{*Nv;a&HmGb94rE=O$$M zew%Dvj^okqf|2tsWtSw)%GO4`UcnC?MEw-%}x5;?559MJ^I}BWq%&| zUj)qa-|=2pm+_s1P7!ub_~ue*kRx_vLy zWjy<4dq4PjIsNRHb>#TE_Mq<64iwAVf~p+7>>kH(UP{srXvKL&TCkp?8R+r^Z+B?K zdQ3e~SFQz`&#Hr}d?iq2q=7FzROJZZZqc#i{YDkX;`7TwR`lY;ZgF4TH)Nl#Quk-wX;7T`D9kGWsxo|E-A4aO&u-rseETh^ zDhvyDw1 zk9r5=X6I9QT5Z?`+I_P_{){<__rSUXyf5BH@gDccIXC#&-sgAM^mcxy%^ms~bzgrQ zC`Xd^A-}Wg9`idcW@llHyFB!|9G!vB4f&g1etd`C-ggBw(-S?vD0sUwnZR@KiQiwf zQTyoaF_S?t{A1A7=J#9Fr0ejtjavtb;rvdEzQOOW*&3gr?vLgHb?1NR?VX+;@5gg; z`dT^&-Vq{@7mn-r^!YN!Ma%a8~#22?>(^=$NBF)`Vi=z z1}2cA8P~ld-+AJ^^X#9+8}zaIGt3(np3B4e;yvzzo9y(pf3X|Si($dn6XS@enz6SO7!JysKll2N3bo1+h=Ccn$*}4>H zb4rf)%?PSVJooO0+=5T#+228De+EsJu#Y~#BJ0i5Sl>aPn;qOg7tQH&bBpKURJq2O z=L^y2W;fqgQ{&&`^WEOzc!8{-uEcZg`r32&(B}LLl%+0%V);pO_#x0J`dp>vI=hYf z9(6sL>+Cl7RAg0V3@BT$FL#Iga9*a*L3fDj>cY_D{#|-pG~>FuSV@ojMeN6YA$r{G zD9GQL5lJ+e6Q8XnOfJObr;dffiSeq4>E$JHfz+}zoQdE(WNpxL#8&tLtH_0#mX zC`y0ZT-?`I7sqm5XZG7}!7yZBfPJ@Y$$ndJ>&JPq^tStz{k2@*8Fe{^{j>Xuz7~SM z);H*7vxEJ!EJYvthV-%fHuyLxsnUId-!n5Bg0@BjP&A{j-8;3BT_5({a!fSGPgMoY z^va;!S00pq6zBMRg+Nt-eYhW#mGxoiLGyDe&?O{gy%;@ive4r;Cp~U+u`f3}Z@{PK z?q$%2eRWmt1bsX45NM;hpYHnc{dJdjCCA(GJiItHjk*0O&d>EFbJ{MTx!nx(_33jr zpFS5qus_$C*q^Ho^ttKwfc^FA!=T>G^>*=UDzfRu@2}dq?T{nqr8#fwdmP`%duZI# zm%-0`ug%=zc{$&R`{|MYIm5V2_8qx?JUN=@-pzEbzspwdp{_fJb@y?1;8CBC=iT+z zL&&<)LNM~a92j{|nmkPE&~MB215x+&N0Iqvb6)>NA+I5ytp)Wpo~JiEr!aT!0y>#^ zJ}w>efj{AIF^uoAs}8&;&OU61x=Y|avNn$Q%=n``2k#E22>!nfADdej$nIyz-HG30 zW8ZFbb06Kzu0ek<fb zlj>raw~~FdKf?cB?EWqI9oLth7ArRLcbjh@Pp>0iuL8~86`+h?4n}+gx;jfa-hBxe zx&MUu_BWu~G!@jH$AP}#a8L|opYHl~Kz8pm*;gl^YC}m zW(Ms%o@yvYm9W#M)bsErq zlMGao-T>WGuB(fcPwCYT56D07fbI#`*L{IY$Z}mgn7Ga^ULQf$mG`sWV<)+v=ip?D zA2@zv9w^@6eKfuizt^Tx)93zWM~wR=^tl{GpNrvTP`6yzCAg z0_Dhc^z`gm%&P~1Hty4qd4HTtQ2|+Z&JUVf?9=T&f$Z~z{q&fN^z&BU8*A=tLKcPR zfojuGazb13Vii!9;JUlb{SyB4LlWrMO1y7Ip8c8iMn8~8zX8RGIM5}Kw#H)C&ujv1 z4#)9Byl2++Kg`_c*D(GI^Flsnx{pLw6~g}d?pk4-@3}?3^Ul8fKF`UC!t}b6J?QO= zoygRrJHYesu6B0R-Tc?^useJWG}ZQjk$Z1IHHrPX&iE;^Owoz;GU1-NOCNK7lA@sA zo(uE^c#o{@?cr}3&+~EieidXtC-(q!g7xgQdTx|unL^R`Y0-IuYf&!EqB=h4V2 z-G4&;bI=!T4eDw2K>JZu&>b#L*3JdW*2zJ0>khrT?-VHGe*wkv^{n?^!aS7c+3fV6^1nSK$@F!5V zTn*Z|C7>!hpY<^_KzC>&s6S;Nu2Ql87O%cU-4E^!snHBo;@$|Xr{*XSd#{F|SW<9bf%==+wieboZ zVGnwGNJ~&>tPPsk70IeRCue)-L{@22vA**O{A_z(0{zhg` z|KglipXc8FketXeK0W7^yGySo{6@~Fr{x8DT9)Fyv7+c%jO*=T-TumTWZCK_C{|tr zeZI?}dwdR5ZRvk=Yc8^x$@O_#qci9A$qDK!58-7$WH-INVKFF2&jD>u-X|-D^ImvU z?Q@RDe+U|v9u!U3uiKsn;bY^Llig>5k-w|SmF(Yj>?<Cyw)~HU{;LQmp6Zd+nm| z19)3+UksY=Et$7w2W5(IFKn4*@OI=pLGU-v$N3?7kZq0o^!Utupia;GW+LCQN47P? z`)n0Htp9eU*ZmNB)ApiQZ7=Qz%U0}@Wl4J8enI;Dq@K!g zw}8~0!us?e_S3dT@OCc#u4>CZ*xclPvRq9++nn^Tt3%2Q!Nc`d!%t#3`(9BbtXF&X zy(-WzW%keMUHfsE_an3ajs7)R7t?$33qhTc{j!?$EwUOLygZq-9|s?QM;|BN=PFLk z4bRih>djgF-4atlGc$NP+Z1FQHI4OK%yQjiWL04z$M26}Za;##=U~tu=?TjCcA(z+ z33JJ+9IqdI{v--nwWZJX6rPK-_fONellFkF-bPTISPGikbC^$0V7_TUIi@d}q6?`0 zYz2y@4VcICo;cHu`{t57S6ks zWtrk zb|2UCBi|im&XJk(`rm?={qbKx-I4dd+j|>WAHe(JeIb6&MR%-@x?G);XLkX?V?BWv&7M3yn@$x_oezjtR)O^E!z$oaa+J(y&ZH(0;;3;ZokeF>_z zg+bSc_r-~#>)~y={y(4?#_y}@jCq-hhWFCDABC@Fixr@+AKp(t)gD=;sun0g@#-Z! zZtwBCE$VXcT^f2la$hrjP@e0{a$V@#KMVfN!u4u1i*yG`^<${tWj`&3a=t7c)~Q#8 zzZV*YzPWe!=V|uAVtMfNX?j;Q2|mt6|LV%$@!#tbeJe}Nr^l8A&xStOKMOgr9w^t* z!}b??SAIPk&&!w@pjgR1+03ACZB5oA>!M+tUY4clUz>vzXF{Gg3G<8_5Bfo0gRcK5 z=EWn)2BSeUopqIlb(fd^*4u_*TqYX=+IwFypX~|yPdb9;^Csl(>Y)9oILCj>P99GN ziqrStSAG2~{oCOH`6u67Q-AWDyWSk$Te}^LaX)x8=Uoox+?TUYx4FBaF5}s+yZ(HC z&F-zudJFnob)e7vZ#?I&-V8oZdjq~yKb{3;izD=B(Os;k*~oh9<)HoLThPpy&U(wS zpl`r^b5ouB<}z6q)b(brv%7?Fe!X-})ZL*EKpVw--c(!m&_o@URJJ$ixpLnMUsl3Oipi$Q|zl{E3SW= z+eJBV_`mpkmV(Uhv7ffl^tD_=KdW)sFs`rD&nop>%<0)@%hqX;ZO+u7T%8g$cf$I4 z*(A)FU&4Fh4E-%fKSXx#+y@iiKT{j%Z{6u4>Sj9ML(`Q{ao(uVe_uR=EKcrY{g2@9 zbbS9@oZvZjbDR6+syzF0RhH}Q>f%B?r_#&@T|fF9wVj%-DiVzxDTZ>)~x zy1b1mh;e^3oQt3OHh-@t>7KGKON87n2gb$9Y~-2DeExVwK6jtz@MMV_@U(w+hAi+q zs5`P>7sJ{i%k_MpO$<+iY-5{;Z5tH}y2lMcv->?zyvo4w`#e9V zxBd%R#@7PXr8=PA%06BUn*&eV9K1(X3~z@V`92Bg3l#yy34Uiia=sV-wo#)&GrJPK zJ|Pt-if*URV+^QLH3r?Gx0x>{z|Stv@AUMk<@ENY@ucQHy6MJscNx#`w%F(l7?&{* z;B`@qzLdr3Q{9oC)i<~f?dH?(`g-V>i<6Q2df|)6_m#+!q#DchY0^73{xymF%Nyxoy=^8vm1H{qxo3laKMvf-zSj?7f9xA_ zp6koHz83tuhyHbWC*XI~q_O<>sn7mct_?XKv%OF6+Hb%HK)#AJFEY zkNwL5$TAt}>J3D8c}Y8$zV?gzqwb&ec_-BY5jeoBBZ)mYx|DqH?RzwSQ_iq|{`CyM;YeByi1WSz%( zy?G8U@q4Gb(_qy7Al?%rR&n3lK4``I5c*titAXrl2cP#Ujx1L2Jv94EPGmWn`{kxv z5c9K)HG-Xun~9E>_UzdU8|N=WzdA zZz+weJLd&W)pTTd|6H6*f-H*iT%76pC%t@vUXT18h-`Z=2UUgnpzb`0^*FA_t4Uor zzM&~-X0uUf@0Ossi6@6R-GQn~vQEkIL2Gf{}B!peWX#evRq}stLS5);?^H zEL+j@=2m!*J(k~X^#iK&xf+%E+_?8ay`7XX<@kJy5}>PH7_@sN^C9|O3{Q%zE{6U; z#VLAy*#gkz=}mv%stekv5}?kQ8x%z|g6=Vo_$)b(b5zfG>?`)e|W z_rZ!J{7#$Na0uS^^#_v6cyF9Mo0~o_^Bi9G`ThtV-vpXlv*_y*Jn!!6wnUD+=f`>r z_UUGND&~<~XVzQkSG)IndZ8`->lgq3{bSdMb@!Nky_v}@M>4yGp|AdizbBI|!tcp8 z!PkA*SIeY42j;)y`n0-C@2a2ZWp{`^7C(f(_z$i}`*-PId3GGV^(iTu(Yr1W`(ool ze_WfCrP&wz{G{zU3eVfQ^s%c=54-uKF!Zteo8C1)hd#OGmv}Dm-WS!5zLl+eqb|<$ z0%Z%*FYbY?uh7S81N&@|gxL@3#@~DN8QGVVtwOHTh0kZ`1d0K>X%*#`dBW}X0e&Fw*j0xx5r~gRbZdeAor|i>3^Kd@y+(bV2GOWMH^h4H@yMiWj z3ywdh&vhmG+`r5B(EYL`oLBuZJgKi;1yvgQ++?B8O;-Bc&RfrUvElxhR&mJUOe`sQ z4$eN{IXLxaPt@J~jvPNppPQWxk^OHUas2Q1K~tp|Sv?=?d2@g^iar-BdH&5k3j5~0 z*`NFTm+7^a^tq{e5ZN8xPKNJ~$v>7Nt2en{p4gYm)nidNSq-_XKcB1BgRI*LRO8x! z;w1ZV(WE}IZxB4*hx^?s+-ojQmBP5WTO72#xlS&N7i7JvWW7f4c2w~8)hwvHLm4^# zOFB?bdlQtULw|jf{k8Z(pe~C37k;u)&p}!G3Av7awh!y%Vg!Aye!7Kmo$)#-PF&&q zP7v;X$_!uol?6R6w2=x=|7{ua&mpzeR;c{bCH`{4d1eeLS7?-t9sjxJ6w$9(tg z_hi4NpenP7`3XI4qu7_rucx4HW{)91{|~6Q_hz2O^>%lt8M5793-pC5kPQlgI%5`4 zG)~L<5U#(Q-ESbP4m=+xPI!8GI^Scndv+uHMjOdR-;u|;9&dJjg)B>T1V!O+ZmvaH zWL+^A$44gxeIuTOSL2StoBr8adbQ_Nvc?QhZ)KJjhKKqfQ0al>rM{qO(mk*X==$+J zIJ+-+|4tLmPt^c4yK8X%8G2uwD8+i!(C;5-AMcN+V7)uP52MPhgQxwVSo*rpK<4_L zK-HlRs5_S@WBGj-@rw7*m~3(MbhF`P(a~g*_M`~s;q&E1R+o4$jqAhr*6p6*^!Vd0 zpnceYIf376v-k2M%aNHu|11fp+TKJT?iXz!8+{o1^NgTd@DshAn*F)${Ry(E_Aa?Q z85sHg9lY%NodW&Qm0;p|cbTF;>x;ObZln30x~p3b^~8N)+mpW4*F(Qtgg$nM=;Orw zX19P@j35)|`$61?wl%mOuD8(Frs`by#N1+E?f(hu*GcGU+nb(Nse-4^)6X`VRH^7= zn|maFN2TJrwEcn}RvXzD+r9K}Ct2o!{ z0iWAn9h9T^UYcnB9_OdY3%a`5Koh=8uBX!HiTAgfnRnqa)0OM(<_>)>NAE-3<=G0V zjjQRqp^HJ8>>G}M8O!?X(3c+@#Ck3E<*GvH%V%lS&Ckur*$qMaS4~jAr9j_+eYktX z{#&e|zxB5N?{Aru``LP0c04Cevfnm8v(HXk54X9KW87q8pY4y)*M1p&?FT)jmlm_X zmTl;5VR$}Gcc!n!F!tH%5C@enx+*|KaMrqkKNv|NkL+WOWgQQ4=kQmQ_cut3(%M)M(KO;${RHx^ZA|6ACGfgGq2Zs?{hvU57#y2HDv>0 zdEqPOSFqmpE7(7m8y9o@EcdzTYYPzDJM_0(G8?hpIRkVumb4Q2o!uA;yJ>=Ddf+$s@0W_D-nNv(f9a%*)7|KhuCd=?T2+?%$+;N1P{{9Rf|C?Vyfk zKVGz%$~f~7&>iLax?Eoqv5zUi{NOB{7o7x8%2XHW%XkO6Lp-nUo2^BxGOXhG%_X2X zHIH$8JSf-G_mOK^5ZnHrfRX+Z=iThj{DB^1{Z62o&br?0Vm^so-+(d%=aTofCMypC=Mn(WmWCl=)VSe{E)o#}DeF5DB_@iM$EC-R;d zS-K^?zA6W3cI}6+_4R4=_YK}J(bjM$5gyWz07)AqzH9#=x6(7>}T79V=>R>p`S&GQG9MQ>tvIi9u{lapBAU+ zVL6c$r$fEGmb8OdFS{S;XEl|6R#!uPJh(63Z{~!$crfc?cZ8nSndoCTlwNg&&E+Vcol0OXThC7NDuwoXo~pZF(26%E0-yHYqzY@0QZz z=4J!FXMc52?B7+KO0)lN6zg>VCF^r{ zpZ#{9)C2F43Ec0l->J*@R^mQ)^XjXJBfbDd@z8I7pZ#|K>hBQis04ER z3Q$d%2a40vnBPI4yQ3c=w)Mik_5Y?$*+okB*-iW>%n#stxw^u- z-0bd-yw2JY6e(Gk+x?9Yo9}9Y>Xpi%EX#FpGm9QKISO&y=K<|)u5(Aex6C-X?#{}3 zTUAQQ{9X3N<%P%eOm_Cg_4ZI_CncZjW}Pj5`2+KWV4bbIUtwJA5~w`AEyvT-@>AB? zrpAvLxAp03Re}4~WCHiCxyG!&OJ= zl0LTss&c$@Y0%{>3d#xj$c+OMAoPTOO=Vu%S+FZRrf4nWILw{byRzhrU76N6eOynf)qw_6zK2DW8 zPMMO*yKkIVYf&1QcViV*=N}fZvb$Jfm#0$=!&-3T*&~L227aa#}-ff^xoKBC| zVF0&Z|ft3)2&E zay>04(9cHE&+=E&{J}cf)C&FVoUEVar|tPWp&qt%=~H=;-t~o=VcZu9b@K8ih;6Q9 zHs=Q%btoprjd!u50&JBH&v?2GH)4Y6<9f*e@` zloNOkUA{%1`zQ3d$@z%hjN^VdU6uWI(I(XAGk9OS%CLd+wk-oA-#a1)#DZ=Z_q8iM z6tP&xeeF7~Gh+X^6=>ocfx24_(A_H!$}+`4RVhF7`RQ}nfj;-o{zu={yAP@^*FjV3 z0w~XOU%M*5pW|EUb2))NkE|~-uY=EvO=CRGkYOLY+|U=XyWfS(*Pa~Q928?%m)ix^ z5$nVXpgdcO^X{=8_bb>(clqdXyEm+Nf62bNUzrN?&7aTV4gc&BC`#O?XZEnp{?%P zsrCt|cZ>z?zTod1tjCi*Zu1P{yy!ll`09OfP3X7RZ_MXEtj_%E@?hkiM8@Jx(9AAC z&dCGXy_rGRgkE<`=yf+FHS%i8U+}R#a2E6h9pk!d=;_tmH|IxO|&^ikJsh*)J3as|7-op$h+aZH%^q|Ju|K$zoV)$ zUZIzZE&)x>x%733MPy3eCnr-4=Xi}Sp1qgb>;4u=Zn(EDwZDBAJD^YNJox8VI8fu1il>V=`QrN z&CR;n)@g(J>YLW&E2IhavZ)!veEQ(!vJDZ-wDhjaPcO@MwU9TpYJzrN4aV`L?p6)4 z7*_@K%c4P9`W@y=lI~FO^A^q%Eg73?oUgW2;`2?*^ZC^DxXaIeyH6^Nys425RF|H^ zxBq^3ZRQ2UV(kff`0L%|`OTo-&U0+4GktFJj7Q$t{-Ej0`(<=io?Fw~!aeToigVum zTzpT}^qimL3H|x#Pf%Ar56brRxhVc^$gcy<9t)~Vb2zWl6!KH*O~6opQRJQkNf%ZaSR^|$Pwt1eIJj|X92TDCig&8w`pRo82XWyedP9Y|k0 z$vWFDVx6tGo#b<~>1%nOzIOi{XOA(88?3cSA<|0;IKL`EEX`oES^=|tGJ#DJf)9%Q}94|W>G}Y;Ae_{k; zJMSYq=kjaP$8bNq&dUApk$W!TW!YgXS=xeXI`_fbJFL@1DV}RHecr*i z$zA}|JJW+=?K5~)U%yM=rn^sGz6IL4zk=cn@1?P|S+Dz|?8n>M?7zE1p)QXdi23g5 z`=Bq({<^AAgYP+25|pX(l4;U&UbB1ftzCG5-aWSmbcffIhj=fnaT6HJ0ideXiPYR5 zCpVT0^SM7RavvXJ@jQHQJ>?zt)w7?c$J25BTx~rGFYCnhpeQzr-Yz$q@oAnjSGqD{ z*^zyA_lVzXiS(yff5-hCe7y^l6ZxGMn|mt9xAFVw>T+AoYgh*qrQYWF&OD&$#r^O8 z_#^n)C;bY#2fOL-eyrzp72ZeV9t}fYjAOm-9%SXb8js*}F*bO)8hvd;U)=q`ye~vw z+uW?T-648gO{2Gy`{MHJ&=(&^U%SP_>6;jOTD>w9u{*-Px9UvF4*ijjd=~Qp)Q`xdf5IQJl!YM!!3iKE7Q*|KfP-Q1}~qf!2ex_^o2;%ryTNj0R3xrmqx6k z=wWxiB**hI7A?uhzq^rFu_eNIaZsjulkD^c^SO(HqF6ribQEY_rO#ElJMgQ2!oIuy z;51^Hz&hP7;Ci|+;r_Uc^t!t@i}NOp0L8c-pew-jbNxX*#*OK7QR=lYFCD0+(dQ!N zE&BAzMS653_rvLE-Xr5bUW2@xxCAtR%m(ek|9ehN?-+!%W&;3Z&=c*!oZvIM#aa)h|xo`G2JSk4m=l;nV`t#Ni=AZ8dWx_Y0YrKY( zOTfr=2pqpSmHB)0xhg*lv6)Su+uNNHi5K(?o^)wDH;ZSJo?@yQBMSEj$sEc)Ag$G*Aw zE{@|-(?Qdl{?=K>F+YRe)`_7%{yV)a+HhaG?m<8MC;c(s4hYQ6KDsR1m-z*~`2K7? z7~j_9Yr*5`TO;;`VnF#`9Z+qp!gwR=bAO^N^BLX>^NNFFO%YIE%LkfXSs7QR$HnvX zh~3bXpeS{n9u_>eF2?PopRa!j+JUj4FFc6z#_~Ly-cg15QEz~9VlGg1&HzTf*TneB zL;7|3@1QDo3Uo)m2gT|2pxLtk)Kw;dzG&DNpSK&wYtrL#Jw5IYy@k9?pvT>V42UE5 zNx`>z#x;7kO}H?pS$$fEl{%`QN z-FFHUXLf-u-v}`BeI$6=-dahIPv<={CVl{YzP2H#ue}NS817$}8?V#DiKpr1aR)$m zbOZBQ=Pg7?)KcKhmAoj(@ zT6)^v?uT*X`jUV32JO6FeC|k3=KGP6eVd5=6V}*2^f9DM&P z!PjlxMl63V!+bgV*US$7%@Ej?9(F$z!#vabO)@+EYxlE1?(P*tUVlcauB87`BJW$| z=X3FSL7DJ6*^#k7&Ur3B^R57Wt}b)^+~&CtzuMY~pg+d_ae60xuB-AKn@GWRbk~^c z=)OhR7q|64e6D$4(8PBH-9L>%we@YrM{1y0M%L&4NBZ0~VSVnFvOYI^ zvhlsW=yNssDZNG>%=V_@4A|-K%cusvk;r=Q~2CT`dpS_ zeQtC0L0(^@&*i6FH+P2{@jX-NbK@!^PVTd-t6VRa6S!V3H*%faH_w21q9oVH#n>cz z;mmEa4L$B2v2U)svHtdjS$E6QKVY88zK`tdK!4&}P)(z+eba9ciulYPb+vCX zi0_G|mt|UdS$6En=U3CuB4zOOeAe6M)vg%V+q#fF*-!T?I`Ms*+6T4*&1`zyhI48* zH|ui!Z3T?my<9)nGfVQhsc-VRzJ)>2DnIB8=4QUuE1>Q{kE@KNU-duu)-O*4Mew<; zy^HZ$-a{kCPD8A_4+WKOPhPGCx<{qS;e|k(>s7}0Q-hK3b;7e^9Q*FF-9dV|BiGM$ z;xfc0embZsaNoP!$a8ICb!$GqHtctc;r?~GF(2|a*UO+E9nPa|W=a8)B24{dFfV(!aTmf+l_|nE${guuSA^|mNMZ%4k9jB(qao{oI~fzSU&FRQKevOivj?`akK+zW%3 zC$Wz9Pw8iInsv1D^t9c_dOEp(t)_)Kx;i}_IR}LIn%<@OckHL1#X8opXCJolk6O?&;GgWkOi@s zofTA@IZwVviq@pb#&NSN4WHjnpSyd%!MCC%>vQ+;0R7v48}n^>&y4wg5n@wwIw;f7 z=b~6Y=KIm-=G7REUyKHQ(XhY$L7u6`;>eANt&{%8IvLadE#u!7gSI|>?w?HJb5H)m{D2{hi~isG z-2UAXdDXQcXlm2|<%SB3vy}w@y+5_-YltKF?{VHa_SyaD=k!L4hoB1goSRx#5zF_^ zGQWi$k9_|cv7X6#+t#PIRhKQuyG03nZsI!74q$!lV?tj%hQ4+~Szqg(i#dP80?>av z7c@C$GakiyTfR+i>*(p6|I!pth3}x~OrieX#`;^fqrcrz*4M5{Z_F1dyMy)?ee4?1 z$MV+>d~Yh!7Yu&x+?MnAlByhO{%noB%OCu`rv;xc(-hQ|8-QxF0?nV5KxgT3^-8G2 zPto7@Z^`*r@_;_v2kQ<;F&>o`l#|kNUis9FQ{97aBj33Mb>b2FcNX`>=^Z?u?qfb> zz909y`UW8VMnR~1LBt8hJClzIWrn)p9K9eo;<2|EKz-UESLwpNvF+GjH}PC2S6xTI)3$#X zP^O{BZT<3y{pkFlTl6xhcd{OL4_J@8B}eJ$a=a%_P3Qfu?r?wPBm12|ajH0IX0cB9 zqq@`Ed+LBTcOg*eB>2}Y<#*LgpYT1kSbi^6rDI+0^3CGBM}z6>tj$5=%7XT8PUd&M zfNynXdfc}-fmoK^0Y<*>Kp$s}}=tJf|X1#6mcH?+Bf2HF(B37O0X`736wpiVU z&);WX+}Zk3}Pn+|Lc_%oRDmHT~>Q zu+Qy|gmvblq0haIzLxLN($;f<_^o$#%mCftQ*RV>e=i*bAD{{^1A9&dU@4fa~XKI(=?x^1PZ%`wKiOTK_g(;eXif3&*gip&rOZcZ-0;Vd1T)wo-^54pR0`Y zx!S_|Jo$SmGNA$Hi8j?iJE%N)r#Kin*8-XwuY!?&AoEkgzPFlB;RSc(9{JIYKo8n^ zr$L$KC}?i(0aXTiT%@GG^>)_Ty7Eel>)+^WcbIjx`)EG$Ht$?=K7DN$(AT2%4CIsR zY~h2>M%HW_|6JbVgpLrLRRX`dDA5 zhn);Qp3sc%vGlUZ$=DxfEYFkfA?t6WNPD*tp3_nF$>^G(T^J2U&QpUjEj?~}(c^ks zKIC1)Twy#LXme)(b(J(^=HTj^E+^ zu%>1^#Bx#tP{&1+QH41#Zxkp5`|L86hj&#*-uG^5Y(ne~Eux=`P6l<)A)rin9~5UA zGhZc|@oIj5RTRq>^1Sa=Z~K#8Zg-kKPNK(sv(<=IEYG0{!SAuyyX>orGfgn=2J?Km zA5nnw%VpqumUADw>U@=c9(x?L^EZL6;Ve*f9!OSr7c@2B26f^~WHi5rF3z-uzui#Y z6C=iQAG;7-FSoh*9dxn!7kat-?!eW-*R0Fc)-H^5^Ls3!R3XIXW*Sg-q{rO@_S408->KDKp9@fCgR@&yim34ezhDnQ$x{c^GTfAFMC#k^}snjEBm!gX@_66e_uNtNLl zp7UQO(X;*ObJ_71zArU>E>dtmoG88=c{7LS)x^&{e{N>+{JEXiljAwLey(&~#I8UY zP<7@0_Q*YAjIZ*%n!Qb*o4>ff-F(mWb5ZPj_*Zw|L?-h5xj(T0u|4=1=o*g$MX6z+ ze5p6+-*}&Kr&i>JMxZO8K#`&XXll~urWSp!D$wWpT3U?j9xv$0H|TSj!1~Sf(1qe1-O)i7yM<+?km#$NSqwu`%$t&dl$qnSO60_RT_{-MyfX z<8Oez@Q?Iz!geyv;xPUnP?Ty#jw=bON*O_4nCH~=&QtX8TCR)h>x&WV>z{ybIM>Bh z?0dn_F`S>WI>+ge$AGSJBgW(FgXTtE(8rMC4E?RTD&`A?{&-2&-SS*{ z=2x=5RvANmy`vcOBk5hwc`hHltI~)4X_ub{-;ufsX>QQF zBIRR@+kFo~y^}P%A0U>U7`yxIqwCD1`6I;9|8U+$#=aTj$o-Ri-?fXN8_IsW-X7}n z#Vhz+`_DmBV;m@c9!#d_2CDR}$(L)BolAi7t(>48NT2J(hxBWc8}#bz3ydEg1LfC_ zJiD2EYZb?b(dRlY_m+qoLfwvo84SL7iUvLbU5Aw-Aw+Gp8mlHyL-kLtQ`^sUSx>StwZ{`p0qtE>buABSig5x0#{+oP=DJDt=RS53xd8G1edj|b(&KjD4#X<^m4!u_AI|$+WxFJJSgd9}u7by9!dB#U)O;|quLATZyE7lh^J#8y2E?x6 zW%%0W+6`If&&(et$(rwMK07 zmI7600s5Hmz0@<`!M`fqf9d0eJb!L;v!5P0w~xG>Sce>64%F8Qg1!aoaQEmRcsuf) zL3;cmznkt??PVP9WAjDF(Km+;s4@;GxArG1^#<*&;PDfo9$!e0tBmxx8_GIdtYO`) zDmK7#q8Pnx=hNFJ>=QSCu>MvV>2LjcWz6@5D}j1jImXTDZ*w#F`*9)Wi?Z+S9?{=A zj^6goSy$_Ka`HV@Sx38%lGl?%e>)4k?MJbWws+`lUzmQjcY>cC>t>liKdUV%@Ls#0 zb+h@4b#P=I10GBEv0L&8v922Y`}IBgZe#FiB4c-i`_ApHTNwAvLVTN4-`qyt?hl;L zd2%Aple_#k`P`^KLD7b>dOwW6&iVScKQOKnZ-B|`=sNKPpMSXlHR z_xq5~XX!*{iUDQW>g0RD=c#fbHht58eq|E<+VC$>oZ|j=d*B3O9kqv^U9kl;fBqM= z2k3KmZ#rT(j6T=hMsS|%NA{)9<)pTJu3ii%PP0B&n)SKr%>C`+MShH{%UnO#iD?k) zOxzFWzfA78)8{%a?1%gDD1F+(%-f&>uyu6HpcBf*3b6#JA6+W zdN;B!lh0o!^-T81eIdrKL5K^|&!Plrs+Y!d=KHrmQJgfdvK}}6=yBho2*&mGJp7%l zSwY!}{dDn*Ky2?mr*8{$U0kfbM!z1t0LnDnzwR0zL@Z8mAG;Wvz~_>9K26VHpWWS` zz~@SHADqqAgK<0hT*Zca-S-tiUTL0JGui)!f8_<%<$5RA%XQpRdV1~@&@UfKPY>-3 z>L~Wt{fG*P<#?`>ixONXSCzQm&1C-_9*%ss6Ert@znecvkE^Y5$g9qy!gyEE-LDVo z>!lb!;yyRMjqBq&@d|vbDxCmL&Tr`J85Z=T{=|N@m+5hFW)kAaegQDDuZ(fIx||pF7W1WEW1Pr)U}cBj;cMNU{>F1;ta~@3zwJW$TPCm$SDWZ>KZ5>t`B{J4dWG>GbE5#?dzt-lRUr@GzwuRa zBK@tqvEKI0>F>yW8yI&F>2EoaeQJ_Oa!} zC-9cuNt(IzxEn%`o139NZW?^vo<5hK($BIZy(`nw$0{SeD^veYAD*}d+Im+&ndUNR zzW2z>Qvxyass{Xf82`LE|^ZfHUt!7 zJA-~CeQx(gBbMiifqKVlRUS$YAUqPR%&f}2R-v*zrWqocxe4q1U-vxbA zebDp?=gu?poSMDGb87x6_rb|evtXVmmIk!@pVBXx@6jXsuG23UE`j1S*Uil=uABQ2 zdy!ARhs`ehn)8aU0!{D5jMse*$_d=BCQ5L&&dTO-+rw%OCcO zU!}L*Q2JVa{Vv~op&6OFDd!Jo-`u~^2(gK0{cUE|LTu;P;QX&yU;9F=pXI0YurEa4 ziq&smo|^n-c&-@epD-`avrn!r)5~s1Va~f#i1UsymcNpwR-h}0aalG$D4yr!{Eu0e z>n!xRj;6;|Ec@vy-6i5a3`Hs@VY4(76#y0XgJ#ON^M653JUN~7gj`KUx=b{9C zuB*`Jk?$vSd}8RcC*|hzTe<&Do(uQLtmS%nKC;q7dOA0K?pN}jcDI!0 z)spXbb&J|^UhPt#zWxds&3$n?DiNNxcMs9$4f(xuoj3xq-dUfFejW59cyCPPyH~;2 z@t_;}A?R1K9v8*JcUjWBjl3P0ye|Hnp1yS*bc27OzhibVzmWd6d6ytIHRC`%BlOj; zk#6`$@S6U%A6ca*sQmk&EW`D2Ri5>@z0H2QD9L`hx)SQ}{-J-Kt_GfSi>s3P=x=p7 z>{I*rZRTGO_4glK_ZFWNM_y^JciTEe5Sv}}xH$DXV)-dOF50kfF4oY~PI4cZND=zp zXW8#I)mc~j7QxGv+4pt@=w-W?{cZU+eQaume)T!7H;c8QUXHy5Pl-?HVNpEP#p8mH z-=~jlJ=VeIPf|{}&ga?$PcLU|_x*;vFGRXW^tWqtmHEdWG`;9?XW1tgYv^NBJ$PK6 z;rwSmgZ3aju6LY7EY{H1I_enT_uWy>KOXpuboqZkUca-Q<3*Q)cEDIrUHJeM8ayBo}YyUWl0aAp^MF2~=2C!M`U zKA_KisL$=f-N>74TtC-wYZ3b|>2voHeeMp^=l@aZSIHI4QAc#UT1&Y?qz*#^U&LNLGbk= zdRivb$8#ndeeH&@-uBBB^5O-(ttwVyT$28_xhf$}uD5kmNyP4TdReBDh|QkYL4PtY zsIHPSEty|?5OyadmmxqQ42My9$=KVJ;% z?#X)Gj}nO8;6!@52K(rG2EU)GcP?VS-%QZA;61OA`?V0O%OBH|y-4-)Kzj5tJ?;)` z#LjjgAGYFn=deD0jvf~&>mzUeq{sC;?4!%nq5jUzeQfSNJuaTJkFH*(&rOapcwSfL z{zBYZsI`k~o z&-%0fpRcdb)BelQ$6gk^e3KrQ387x@PtV%iq|S1QJ}XDxs>`gO<@!(uZ=`q4+_RWx z2a)E+FTs1Pr_~ht*r-r9hx%HMXRJTxxR2p{U6s$9n#}9ZIL|fu5%1MI>2cpQ)ZZJ9 zATKYH`g3~Ren`*jDhK%7wXZ?7=?l;;q0ddu{)`uQ0>vjy$Z^$}FHjPczh(#hN`99` zj=u|^8bzPmeLvH`clU#`Ebo=k*F(R3AM0~faWclmS3Iv~>kdJzKj_8h&T)Ucz031z zI<5ip6RU&C=g)o7HyMx03#zSIIBx>`?e1Ri`KR=`FB0~{_2&AyJj?TH@@uZ2t8ZAJ zoA`C~^^j$tOg)dWoDSOB?6<3LxF0UEpA>mtls;F!Ibu_-E}wgy{dWJfH1oTPfI5mk zH?`<USdRo0-na`DBzue3T_4Y;f&26r7 zd~P}W;c_DVom_YOBB7pcK~Ia~xiDXUo*h(Ev+((qnaQSEK{1B0x=J7G-=dIrABFe> zj*By-eJ#AF1;^b{*5iI;dOTU z$FqO#hO!P<6~j9B!Zdi^7fD{7c{( zV8S8L6*x#Aeo30%q&Q8g$@@6};vUfEp@-$9@Z1Q#$NWY55W9au{FuL|xAFINVtDT9 zPP|W7NdQI5IiP?13215zWxjZKP^NAP>MXTEHTiAk+ZP6X5$=ogtNwvM?T1%Dk&^Yf zd~YB9ntm%e`M;p45qy4S3iH#(fU+!oZgPCUcp}fA%Z>E8cwUe5%T)z!y|UrCqM%!n z2Q)V_hd4FI&(i0j)Zg%@KlwXZ@B+R1{RvQ{+z09&+dwyrKKF%|bKZAznSV4DlpVOg zU0od<#_4l2mp+f|J3-zqti$o$?6;fVq2E5A^|`5@8{@udW>Abv1-kr?>5~%lxodC@ zvAunkoPP|A)KOsaJ*;ZeM#km80{xFmKo|D2tBTVRn^_Y%zH$sGK4E?CY;TVL*%{P5 zg3pIHVE)zM?+x^|+ERh}Id5}*&(fgH#dT`cmA>}RN-#fw{d1j(^|xq6f18{6_B!#E-%c-xE&bJd8N2sZsO^2eJ$Jv zcXC{q$9v(-u9l2*R|DN(3HpN1;a`=3=hDRUy@>rvo-enxXCgNJMliqpJ<#5&35vBP zIDX?*P|rxoc+X9E*u?(=`hvSbxt{0Ah2S|fC&zI-rVr?rvMx8(cn-}je2w{`FW_Id zBzc|O(aRkcgT|RadfYu?J?=-d9#8hT%9x4oImG_De|iS~_09O*6}NN?eO!a*)ZEa? z!Oz1%na~l`*BgMgZgs{pSg+gq^ttVy0B@U{ok2C7>*aRe^Wf!6pgYX-XnNaR#Q&Z@ z%gudmqC^hlRp*EBusnATH1S*y_XU?B_M@h9JbWirPULsg)Mb7r)vv0LalNAwD1Hh3 z^{7Gcp`65Z^5py3v0NvY30x;v<+wgB)70d6Df-+ks)E=J4jwPc`rFhj z#r)DxhgTxa_ir%&NP;po_qVBOuOjxx=yClHJucI-pYD^`Pxs5&N0$@XKNn-@aaHa< zeBvxU?whgRc87zvmxT4`x9DqIhjq0Z#yZ;8X8+n**1bjrKR;vt+MlG4)l~XW82ZtV zWWU;eNN?JC!NVzoFIUjRcEDczeRjSB)i>YKe;@Avll$FbE&JZ$=WWQ#c8p#AZxP#i ze9krc98x%j&^FI8ZQS^QC-(_Zpzc+cjCVw~b9UwgKKVHZ8&0YZ7FJc+b8VTwh zy+PlsEtq_6&DJl2Sf0zvd7r<;c_;3}oBj=+TT|s(pZmhB&)w_vx!m|A=RIS;U2b5% z-5sLO)zrZl*IDUvG3Gt`_}Auqt_Xc@cD;jGT`J9dp~9f}BsZvcWCGoTRG_IrpSxl7 zxlW|dBYhTn*8NC-KG+Y+b~`}(+WJ85hm#4jIdAA>(B%9N=>{@?zXvE2I*{w>b9IG2 zmucwp*RJG`|M&h>vG+*D#sU=1!Wm} z+7&2@*whI1bz!bc`!`6vlYMisE5~@$7fo`Z@T%_d>m#?`6L420be;zJS+M zEc@Rw)g#7R?~#>Ab0gHzWA7qwZUi4sf5Legd9F;RV%@E_-a%f^Al;JizA21Vg|J`! z)Je<}CFpUTbqk-nwwjC!``oUv4%gebK5lRE-ZwR6D(0E&lR=e^9@p1cmq)&Dh`cBf z!+Cwmfqq2jv!7v~JyK`T$5HIF+XKt#<(%Psc~-BNzP+}^E>akZIsd1Rk3Vwu3Y zTwl8a4<~;QO`Q3b-X3j1Ietor2ZLfQ_pi&+wGgWcML>He9plY^(%+NVU)Rwa5v$nG zN&OMW6WV~L2ESi!?-WFA@9-R&-1r#&bxU|2&4ll#*@0V;S6wY=a!zC1`D4x>-iv(1 z{ctK>Esj?z1Nss9$rfqB$UU+2c@5sjZs)&-*yepmKX2u|>+-^q5RU=PtWM+&o;&kT zAH%<9&n3{0{svU(7Sqe)CV)DQb-0S{h}bTy%Y66ppc`C_`T4JaX4f$IQup`}6sN;F zc}Mow)yr*=xBJ;&7p5`it>!wpnnItuqY8NyTaBE;zPioB`dd}ty0}cs^>CkjzU+4~?c?NwgFNFScxDVCr4)yMw{rsIz=wfbhib|8JOD$Zh@dlD$qehj)M1DM~}9TYFxG2f6rmltazmSv(r zovAd(2NwqYlUErZqR-v%l!%Rb2%q^CH_0RqiV{DAGSy+w{_U7g@eOEdtOJ!^MsA%4 zCVyX4USM4=fBg^g_73ZEf3hE9QK~!hx8DP0s&_%vl|ENjgU>&t&+Q=A*~#nL_BF0c z+i>2?zd=t&>KDH6VsBS0R zUt0WS#5NcGYwxh0ws(JHKKFG{w7CJAxjbK{uiZlIN0GAZAB2Y_s7oRWH9yB*I+XU*Y^tj$J6R}&$@1oiReG%JR?}92e@_&)@ zg0^mXP|x6ZSd#B=cZYAo+j?6s(2wA`G;!vC@U(ltb7>}i6=L6PGN`8X26Y_ob#sq+ ze%uY_chS`5{qV4F!F_G=B0cUJ_NJe2vJSU(YcTFrit|tA49}$kZLT|${@>s4j}3uG zeTzPzJl}~-_W2a9m)nD(E^ps}^9$AEyid7a{_pp|(p6;sB0cU7u^yL`xKCY2abKGs zU6Ait9_sP-^thbBb7r;*qCA=*9!?Vx+0YjPX(kN*H= zDtg@J<@&Z?7W|!fit}2q&KAX4ueyA!V|_Tk<-ep4ebeB{b)hbvN00hu^sDMh-@1S3 zNBtRn?3>ZgemU!1neY{Vw<&#TZ_}SXhCX+TN&5x;>XYbuQHoRXa=x?ScUP>&-($Y}FK7>bN#)7`rc+WKcfv5x!U)MVD@u3@OpN73gtd@of^;rh8BF^JEt z?hg8*9T=CS&-L#$8IP+3s!b(9^Sxx8jy@ObG9tDgz68n*kKsrA8h!4Ug?{@9*5_)= zPaGdWpZhns&)xLfh`jC@`t8-?5UWe$LH}$7Xl8xL_>HchT;CQHZDT<7O)chAy#u-e zr9l6mN}t=?Tf)3Gp!v&kyvJP7 z4P&1@vQEf(tw(`2*B~+v>vGjaBQ`bLGQXGm-gI<5#D00Tz%pR+escc?JuY7g>(VRf z=YPLTGMxQ!UoiB^Uj%QjeTnaj5uo02AO5oS>1lnP>($AWsm{}PGVngfWtv}+H#bAR zA$@Od((|So{cdj3?`CfJ_d%sZzONylGmiVz)fE^1j&DF6odBwGTpt%DxIXTW&*ym7 z;PD&uxXEsi_k~A-ZqZQ2CqD#5s}Dd`sROyWDQM@v!#HDpP+w=C-5+VqS`S3mT^Q@Jio-rAe7d3f-eRTJz z49BAif_7kLP)&abf16oXK%4gmFmewzysBsR0>zlljJvVVE}p;3_%rT%^GWo%i4W`L zQ@Kv=ma?yI2Zr_WTg?r|ZvIhwG|;Bd^N;MSr;Kp!?w(D9h60wl>$heNlQ`O+Uu@eSZKW`w%$) ztx(U_p|2zV{X<@7qMy~v^s}lE{5qB1l%42Bb%`GIqn6`2m!Gj5Pfv;$tB_Zn=}*y? zdG`_LtBmxgYh*Fc4kXnk=KW~a%YG%PH1p#063jP$EC!S3nc19Y_VE4wDPx(Iv91!h zJ$SoA`29nCpFKDq?{oi5PPw%$H=p-3`l#*fmaqH+^B= zE8~9*J`eZ4n(ww@TxVIud4=e6*=Z{CS?P24(LluR5q<7{;JI^GAo<)meeRmj=i+$@ z%r|{`?%d4cIW_SKeQs{1z_@HjpX<+fUd_owc+>8q&s`(>Tvz>p`GpP?#WsWTYx>;o z{S2{R{t0=4=hW;Vo>Nnv=g$4JR(vjPW6q0FjMG#C?H47;c@or_gU>(UJu+h5|KK%S z`z|QPCDL;}&Vzo$NscFfC#}hM9FN;1NW^QrllXql)Tvec_b>g4! zl$pyqTb4Z=JVyE!^s~JcJl!GWlYYcJziK}y6WI5*cSAgJ5Ay2rUXEX2-t;?!II^Dw z^hu;Bb%gV;aGuUgf6Mjkql=UqFfLZF0^L&9;lA)9#PZ@iay>mR#!cb8hV-~N73y!< zA9+!tH|UplC6n5LsuKI_YI9BIN0$L*!fT+-#qXWlyXWC!F^=Ccm!)~mTvgyXbA5dv z#!Y;CP<7_Ixm#KUv7E#{yP5kBJS)$wN?(@?{q>EC<4@lJ zZQhKa*~NWta^sJ|*Xu#mHJ02w1oS7{gECcBP_)Sl+FL0>cZl`4x%m^l+~zyb)LaGn zq)?9! zS%?4IPp^6tdH>_@9N%ySOx|Dan$Y8F8rQ+q<>MH4Kd^r;H|*u}Z_wlNJnL;+o9oDC z7JY3OvaYtZ>0=#7FN&||Ptk_{lV|B)nTq2&k-iir#N9dW?k~XaChs>>lV>ANzGqeG zc*Jr7_oKPRa}ldcqqR7U%oj;DwmyS2C7o8N0<_FdsvjuuiTs@p<`n zcyAs4zWHMs=IhT!@pmt=J~!3cFy2xRbOkDaazi05f&S^Y zpw7heYQ89auC4~3&*1vGdq|(lv!Ome(T?w_-GuLX#&c>qt|DS_n&-~N8v0zU&5pdP zkb%$T7G&Os@TRKx7bsd@qeo|)59Io}PddoB$}UizXMOH}WWU`Wn1Q_biu>ASJML?b z?2AF(e9wJwGBwYsi8j1PM(^akaIQf)zJJFXWEI{E=L=>-YzL(UMe8TQwW-L2| zd3V`A*WLMEAr^Dq&^e%vn?;6w>B;-r+;G<8I`bzOH#g{UxxNpdAKnF&rQZW>|CXRH z+yFE=YcPNJZRV2-Grq(9>~1K(Z!XjD-WWA~BmC@^&ZW0Avd=CjhW+fjS|IO}DuLn* z*UcmMIx-)_{crl(F?#v#26}qsJhJE*&@Bpe`Ot=lm3|Af19Nfw!BcqH7xbX2u$yrb z`|JMX$B1R=E}%G72h=+Xfu;uUdGkr!w=Ty1Nbh#u3F;YZ$f$VGCyfNfnGZnMumxz` zJD|My7O1zeuP#exMXaXto>$qC_q>`L;eOYP{or#`tqJRLnHCf!xc|)#Tu5Jc>`#9e zYYO`C{WIfULF^9SrJsjxBJcMEO+4#xdEqt0zF=BVN8N>|RmKaTzRo&aPTY*xEsZB1 zjReIyuA7_iJyRdfKI`|R#M_p?XN8_>I7g?(>B>2oK!Uaq%?x_m|0=QgV- z{d|Y(}hUZg$h-vg6B`FVCkYJG_7g^ygd`m+R?qdF~eSKAa;HFA@>Eq4c;& z@hf7{>KC%uPn=(f9+zk7ao;R>yy;Gio0{7}caL?ryuiM-t;0In7YaW9oL;oINppjK zRFxL-cSe)$0X^xO(1($2d3^tanV{Ur{Bf0wTO3IC1* zLqM6(8FcxYl1r;F-|_jXltN~50g`h7uo%8B& z{apFvetTFyU(z1qs!I$g+SUS1Kl*lIUd&Fi=Q_f4O4T@4+ zH+K!VZf^Dz;&ZXDfp$O?=O25C^VdCw2kkzto9i8(KF#}SZ=Hf>L~WvbDvjyE!zQ;KB$=zVq+vXQCO}{p%(t?_Zab*k6y_ql|Icf#=Ho=%3(cH#qEj>pTOoyvY7~@;bRY%sO0l zxC_q;@jGbx{Y>vx+6(HP^td=Z2eE%Tiur9_$tp3R&0PT$#fp(*xz9~i;=XlJA|>)F zBiG4&!4vSc>O2~hX&QrmRql{~3_qJ1{LZOJ$v(S3-j^Of&hMwVqr4x+<>Nkfz2jGS z+U8vVx+V2M)j1a^)~00s=wI~nsh@+dcanqu3+ipLpf5U<`NOTqhkfbIiM>EkitFcU z3+r=}qZ#tPdGPuoo=?-iao?M*`wpLL#Xh@^W?k;`u`ZXXS(m$f?62$JS&!Qf*;n_= zd4Amg$a-8?p~oZZK=|*zZ=M9&FX(Z-E%eiGu%9kkh5c>!E@Pg#aUM)QKc?eOAdc*l z0QHW8psi1j8^!f-ck~Ozm}9rU>D6g(cqy4ar}RrydKZzV-3dRxcE@%OsZ z!|rJC^N&-I_fI|r?ScuQ$uXYsK6=vKBjtGJRcFp~gG0Z21)n$Ze4k99_kCghp1Dbi zuSk_H{2fbJUnl3?(eUqsJRJ8wGS(lE$?wxM`S;uYllb@c=HDZVjYO=rbR{ow9bHwZ ziP(>Pi}S1JCU2(Wye*I5QJedB`uCU9^y*3nnj9O+oQpv_i1)YanFg^~!}DtDYS`c2 zhWp`!;r@1azYgZybqe3f6$j}xDQUxJcZad zJq)_WyiX?i`)W21?~_sG!+y9;+~4jC)8}GMe?E7p3#fl@!}k?#0-C?rXSe$+AeQZU zU%OwH53x$09khA>zpll0D=;iLayyIZTq9aX(FH`F(!R=b62(-|w%-^*rai-!om; z?mWEC-JA35k^2eh&7W_P+kOSj&Xdf)aGqUl*^8_m;(2pBA`9710)wm+E z>RpP@*W!M*$ag8}sg|t6)%3l{ZgCDMqdy@}(YtCZy(*(;pv zn&SqBdt3YQ-d3Abf$i=#eZBq^Xj|_Bb>?#BUEKF(Dt1LS~lu8Zr^P0?=iYm$3nIc`~bvMu+k>jC%RXM2_Rx|+lv=&>A?x$6u|Js}kE}~DR|@m&jR(QYZd6}To}ka&*BzL1 z>2vDIC^XozZ!b5foR^=(w}_WQx7hu-D;f^S_cy{EPYPmi61ez7`( z?=SWy=&A;$l4>g{H<4m3X{+!#H6w5f-)AcYzjmVU-9h@^uOf@SkLKI6UuTm_^WO_@ z6ra~+Lwl+4{F9_@#df)#x}$0I?Se+2DgPw%h{~XBSO)ZmLtTFKHhuUR=h@ZP zJo+-0^XzIS>vD1QE40hvoM(^ht7P5~=Gou=2w9imy1AS@9og5S&+YCvkll@upxN;% zD06waFU`9v!D_Vb|qunDMU)CcuB&a?YvRXOgR^5mbn4^BVD9oes7y{o2k|ClN{oa2TDua0E)ZC^vXil={V66d>J;aI+B z;&^fy>u5ET^yAqsdvKhM;m?cIxf~z7?Dlm;j(mp`jNI!D$|>zYeLfX*qgsJ>cymxp zYQ+9o^+1zIe~UDU>{2R%cF}{NZ_9dIpQp#|qVx2zJ_@=epVQMxOTftg@7bO*6x4a0 zKr^^GsN$=FHt9Y+e1YfEWc}^*_e`#ryD_ZGRn`!+yL}x%-Q-!0n;r|w&BfWjl=rsk zW{2tVS**)-Y2No{F7RBrpUCxaxiQ?^mXb*iFXH(!JN!fD>#V=+aGn!)DbJx@Z>vL3 z*Q&~#M{m2rGR&oU&zp$icUIh(oAmO&^PpdqOJASL0d>C**nT_s{OTjfHva~8Y= zD!#^C`n%$2wvX!q`kIZ&8jpf%+6{U;YCWhk{{gxJ0h$X%_4sl6dzk}ex3%O( zI(S}}eUk6J8w;w0$JySj9B5i_Uj4t{ekRmpY8{)v@fWL^z)mi4wc#(8J^ z8vSi9vwoFt({rK=JtsF9K7TRzH+dr8Q=Qa5vz`@e#-m;SiP>Bv-HniUkg_3tS=3*Y z#ai}@Iur07^$g!HPXzvd|4tB{!p}d)_sNr_D#_>Nlz;H|Sx--!=KSvv_nFmMQkMyN zCVzjsdlaARHk6F+OK#{2>RF*qU->k$t@0PpwW&hx`!gB)8@#IX&e5+Q@m#tdzw=4)?{W#-osZy8(Re0O#FJMb5k1#}(VhHUe!-El_{(INMWrUQK5Tw&&cU zKf7{Ydu0DJvN-k)+v~F~m(khCO0zCE+gX>J!E@1WwofH5zX6K4p`bs+eQ4mIw zy0U#4J?hg*n?#=$twX!mqH(WaygbF{O?lSM<^ug}_x!)qr8!Q`WL;f!?pxez$@i>p z!r!A=GtfACTIZ2UKg)4FSZ|x1^tLN_g3tA<2Kp8BwupNKS=6JyWqsD+k?$?iza_5F zzxiiCQ*@u}7|yecdt1>i?$PIV7kw^{(&yqH&zqZ}{LYHMTOQ+Ow*vY(^DsGp>*Zn% z&!dT`P?xV^T`txoaa=Rr_ZGP~4_Te&_f74tAK-CcV;k#kw*+*fSeJ`+JU?!){{-(w zzK2XN*9_;wQ(r@tQ$~PlI_J-IPIb12d)s7J*4st%=DIZ3!Bu<#{hY_|q^S~Nf7?>} z+srwPesOd=nZfU-`ScOUk@KT$7q{SLo%z3@NLvj??v(&tYF{!X8B{ZCgF27*zxhL~ z&&`D|;cwe|Jbk{H=ggEo2_O3vd%?)}RmkK8pc(uYsJ9JfuGoPb`V453sxi-@zvU~W z|DCi+oOjp#JJG{=9m!c-KUck2pPP%}ocXXY&;IpaIqr*ap8U(OUVex3>-H&EVkivz$+t;a)ZSPkP)g*nx4f z;Wo1S7Er{|<2Il5xVyC+?Kb}-P&cE;-8ilr`*x(67d-w0J??&^-~7tp(Oh~~JrsPG zKMwCRJH~=;=@?Md3W!HMhZVC6rxvJ%mb<<*?h~oOW`;GN^SeG01XJq@@9r`ln zDyZUrX5RZF*^2Y*x(VmmeNFCXcT2*4_At*LIq$&ddoBRQ>JRw*wW*+dnm(7sUq|*~ zADo)jkKEj>ziti=gh`g8kv1b@5g`WLNkE$Mva9KE!=+wo){*jQ$<|Qd>P} zhx0s{&i(?~44ljUKCF-B`rzA2oUgX6L%n;Q^VDX00>;Z+*1bj9w@qYwvDSQFJolOT zwr!BjPEu_pb#^k^eS5xNpQpEF*SdU9*P5U%!#Y}(s)4Nf{DtjJo&?RDu-@$|Bl{W^ zK$%N#tAsx@PmSXEfp_WYmf>EQ_{+#{3BRkNricCOQAg13YwZE;^)L8bi}lP47K5@Y z=iBYbG3-z5!uHL7<+!l_P0#Z1vAfB8V$`%1$l}<$WEA(ksne;*zCFLEB2RJOo39bh zqow7++ahf*sI%7uk8>Zp&I{+zGPuu8Orp0%=K=7vN$g1uehKvBTY@^1-jH*2Q6^}14q^N4zkx2bF>`vj_pKlc zp0?L{kE`7kzOQn)BmI3Y9+Xpy*3G$}-3;~cw;r&8^|vMhJS5Y_k{l}tnYvKI)9@goqR|>}2E4=?r zc593*yYrm6e&jF6x-5Mzb9vvoE?0r?uTz@*l=rim#QWjz`0xC?9@fcK!ewM(&awZ% zX;5v+1^pd*++1Ki{@?pc-=N1$^PL!{`?4lVUBs=R1(jj=+1|zTspnX|IqnH`KZH zhoN8p%O#`31BK(-ic7g#B@^ zRAKw~B|tNm^|@(IpGUq^2ah`WH7KLMB!B!AG}{-0I_G`RADP1b6X~GcJpvTp(c|(& zm(bse{U0_2^{l#}xxjO2=J`iCuK0tXdiNeZ_%GJw;?0Z9pLx&>Iu438oM-okb|UNS z9FFU?33RcXXLmO_&u&|D-CUP_pW_~UhtzL^@*VDji~R3^IkzupD$wVq0)6fey?}P{ zX4nTeyD_qBQ|b82?j!yJFFIA~j6g2!y-v!L#Glz!Wo1^SwE*j_H3xfbhb zcYyQPcKCB>cd<`_a!OT>TSb4WM)a-h#(8YJr#AYFDAqLK`0=ct)fw(Pi`*N+ah2%j z$alY)7nB8scnFmBNi(MuvMUHYSdw{Z365((U%N5kKGsHs@Tn`fLBDRi1p2o0wmbM! z@Gb9oGusa{SKbf0rCcZX%eEj3L66I+ya!IyUVwJl<2`aR>vLJ3-%S&fIM1%m+<>3W z&^@5ipU~fNp)SuDjchA(-hOG1UgEE)(wr`(}>O_BceGXJx!@cb3 zW!Rp34c->(4$m)e z7T2tq|b-HXopX*ulx#&!v`z{d^T$T6_|IY6%;NSUqoL_eZzas1B@<2D{Bw6)1DE~yC+bdrq ztFwDRGoK#!x3?qv!=HnqOBSeSuLE5nJ+2<6$JO)?(JmX#0R8XNL3^G1&5HJOtKO`` z)laOy_3ThjuL|D2O)nRD(#Ft#A})CJ33^q3&brpuB5gALXczY9&%M?U6lu)n5~-gh zC5a{L1&~&wKLsd6|?A zx*_W?=x;r%J+hkC1~dcdaXTWB?GHW!icjm3^=g1_EbDVK_fO2@uEDGJ+6j6$eLsDh z@i~1vXbq^FaQ@v4&g8h|^t#S@Ba9mgx+Oh9JA(DP&g1;MexLWb+u`B-+5->sxr(gM zBj2f}U$=8#yQ|LoW7M=9wEJ(?g8FCr+>W5f{VIA~q>Vwptvra_%l&VW`@HyEP6N=_ zWIe94>2dX0IA6Z)A@r+W4}flQA-$K(x?E)Zg6t=p0#*D`P?tGCHvKpGY&Iy?t_R)N zWo*ypy{=;I9Aq{9J1!r zwb~rNzB;J-a37p}suZ&Lp8Mb;-=&4`R03&}_92_Zb@buQO!oJo&s}PNWO=FsX!mfQ zJMz69jw=~_oAv;*KF|4Td4luTb^+^RdzJL*G;QPFxg?^m}YbMYQ=kG__Zzvj=`vlnzJJD5ZL z?I&i1c79*Q9azc!m@vP7o#)eh#~Ems-6nyi;vi6$3+K({Bgnq(ar(LZ7SN4b1d6B( zP?Z|MEO_6WJ6M-_9lxjI#)bLyt0(E{W?uyIJes|ljx5)=0bOh%y?uuFs*B@om^JsY z85bA&V?aB+IOtcg4p;g|_*Nx+P0kGSF8g0k%IoDVOH<2;Wh;$EkxPjv_FNCoN~ekV;tg?rhz{s-QcJHUU@V>nk&Yl0#5ZTNR``|WkKfAe57415Q``_G0JdbAga-QAo=RI$t zF6Y_Bq?`DAZY$@5>g+ktB%TK4Dc0p??onj7^c&EByPtXVF7l&)gXYT|Q2uEvsLQb~ zw|hQ87WXVE=<&#XSjgr}`rEH~7ujBY3-ljP;Q0HTZ`RMU{?@P3-)3H@gQo{Se--?k zPha{~^sWDvp0p$ASJ{xhw6D>>ax>?vZR_C8A3`3+>|P}GY_^NeVO&?%$Nq_z@q4PX zq>cGIfB)sA+(^2m^s#S8noC{z-xn45avHMyf%E3N@86h<2XDvI+kP46(^Wze`XlqL zpqkzcbT2jLb5rVpc6cqe7sRlAGV61HHyYWr4D0C6^80J5&tZ60_2fFbe46*c+GO50 zqx=37{gM4E^zr`$ub1V1IlrnupFhp-sLGQ`$j)*-U1xK@ySd19bT>MjKW}sz9+kz9 z1nwfcZUu$;1oRU)&n|y7%!j#;-Tt#bvihtmnZvO7I4x;%{R z4shR_E4U5s`6q6GZXegn<=@XDn@imP7WvK(^PoK(S8Y4!Cu{-5%d5${OF^CaAt+DI z0$s|xpqgnwGw=;i_Z!9j-v*JA^|}B3@5ug6dr+j&=Q^_)a^$;Ipni_~+UhRB?E2Ky5aL!+gqxoo;(Htixaedm44?eCP=DGLrzBNDb1mAPuBxrYW-dmqP%{-Fz zbmTryWRVv7%N%2WGUvzL0p7!E=7o9k%E8yIi{{I@{;l&i;yE>K9iQJtZ@a>!$nM}G zFtR=v`e%Wv)YOpw0h$)v*Y4B1BfBMvT>K|;-x2uPR{j)pOJ{<9BJYXOrPG4Hc^*wo ztA?x+1ZZQz{Celz^mQuN$z`{($YK(|gI08oT;}eBpUwPnVB|i*K<;Z3lPa>`aem#D zFQi}7=y7qJ^X9(Bzv$r_E6Ek}LF2-Hw!^Hy%^ZVv)o45@jtv9d%_baw;c?K8ED7p! zSLx}@e}V31I;gTV*@)}pGWRKtD_03LbD}`IDC}o1WL+*g^ZVp}RU$m@mT+IY8Orl% z>dZxY`SuTF`q!Y^x|_M<22eNY1=^91f-;(Qx!iajKDYm*&(#e2+jr~%5BqPsgEIPM zdbuq3yPM`*KR5GOpW8k3xg8mYaiR--ZezG^ZiaB4-Bss2yFbEtcGZaM=Ju=G{JVbg z2B-&IWbSbmbo*GB+mYWRo1uq65p|IH*FB(pVJE2cHs;o!f%+G&lZ)eP*`Kuxbao+V zDr9n8xv8M9MHZbS6J6+W``TFai~Fx}e9kbAKSYnq9`v_5Ltl$1`r5anr_EscS2yc{ z=iCi?ROiv3aufY2?$MwAZpih5pU*I>>7*G#`Xj85)o1jrdA z=nq!~b-#-2uU#6n!-|3KAkVQC-5;kOK2Bek+eZ&q&0+4l9yAx1gEnbCC`4FSf0XO$ zPI8}|{VEOpZeJ_14Snuz(dTjl&#ei={q1()Pw=Y$gX`w<70$D(61+D?thVSkLuP>b z-0Sr4=z(Mb_q)krFChCv@f?@UdR)H4b7;OMJs!D_8vW|wVjTbb9r(^%qQ@h39sQS@ z2a2eZq&UWLgAaoK_g%~vzW`meFwcJL6XxGI&n}2u$X^|?RtGRBL09r)Z!twFP+DJUB}4XXF(b6uJ~cPWpeUH5+w6!mVy%QE^G z`nggr{au3l+TFNS?BDnSC_2;Uc27TKllV7KpX0i?ni<1!>;8bJR08W^v4$R2)45+v z4`BT(jvmA~okN<6Y*$-3pDm8=LVx634ByxDOO8KJ@4CXTkYz5ttY(Jsw|Ao5-Q;sR zhtIivVc+?6*4MJw28=W1*YG{XR)lOp8`i)5D%RV!@*K3g!kHXDh4bj<(qxXWJP{OW zqMK^OZ9sL!V`-wfx?=aog4>yOdTjd+i%NHfT~TyL^WYclM6^Q(BS+%C$8uWd5F zr(#<2zBf1K1GJmOPN0e}59(P0lqZhR-(@(@?%Ov(mJK9mlfrk$OK~5%8OZ%>Zp=>j zR?Q6S-j!K@+Xb`f;aP8m{t2L&KL)f527oU0751M_X8%yu;WnS&Q;{1(Js$Txy?phZ z;ORb~I?eB$x|BxDXR2^qa&gcVaDLq_`JVOoR-R9j(W8+g_eFv>X#~A4yD-PZgR(yB zb(IzT-jP&W!+iXiH|g_AVctFJ7Cdg|p8{3yFyDTm$lqkq{&u^UK36m8^P=yZt7)vy zWq01wE_-layT4n5{|+c#1$4J~@0-pn#r6%w>HU}Q^Y402A!sgNBP(1W6Fqq$mkf2e zdgvQu_uF1jZTX7*Zadp!KL>TrCQyh^*