From 8c00b6f77c585df0f340c61af2d82443c5e25cb9 Mon Sep 17 00:00:00 2001 From: jcstarr Date: Tue, 21 Feb 2023 11:25:40 -0500 Subject: [PATCH 01/25] new file: diagnostics/TC_MSE/Binning_and_compositing.py new file: diagnostics/TC_MSE/Plotting.py new file: diagnostics/TC_MSE/Plotting_Functions.py new file: diagnostics/TC_MSE/TC_MSE_Driver.py new file: diagnostics/TC_MSE/TC_snapshot_MSE_calc.py new file: diagnostics/TC_MSE/doc/TC_MSE.rst --- diagnostics/TC_MSE/Binning_and_compositing.py | 181 ++++ diagnostics/TC_MSE/Plotting.py | 19 + diagnostics/TC_MSE/Plotting_Functions.py | 950 ++++++++++++++++++ diagnostics/TC_MSE/TC_MSE_Driver.py | 34 + diagnostics/TC_MSE/TC_snapshot_MSE_calc.py | 541 ++++++++++ diagnostics/TC_MSE/doc/TC_MSE.rst | 157 +++ 6 files changed, 1882 insertions(+) create mode 100644 diagnostics/TC_MSE/Binning_and_compositing.py create mode 100644 diagnostics/TC_MSE/Plotting.py create mode 100644 diagnostics/TC_MSE/Plotting_Functions.py create mode 100644 diagnostics/TC_MSE/TC_MSE_Driver.py create mode 100644 diagnostics/TC_MSE/TC_snapshot_MSE_calc.py create mode 100644 diagnostics/TC_MSE/doc/TC_MSE.rst diff --git a/diagnostics/TC_MSE/Binning_and_compositing.py b/diagnostics/TC_MSE/Binning_and_compositing.py new file mode 100644 index 000000000..f58cf9bac --- /dev/null +++ b/diagnostics/TC_MSE/Binning_and_compositing.py @@ -0,0 +1,181 @@ +#Import modules +import os +import numpy as np +import pandas as pd +import xarray as xr +import matplotlib.pyplot as plt +from scipy import interpolate +import sys + +########## BINNING/COMPOSITING MODEL DATA ############################################################# + +######################## MATH FUNCTION(S) ############################################ +def boxavg(thing,lat,lon): + coslat_values = np.transpose(np.tile(np.cos(np.deg2rad(lat)),(len(lon),1))) + thing1 = thing*coslat_values + thing2 = thing1/thing1 + average = np.nansum(np.nansum(thing1,0))/np.nansum(np.nansum(coslat_values*thing2,0)) + + return average + +#Lats/Lons +latres = np.float(os.getenv("latres")) +lonres = np.float(os.getenv("lonres")) +lats = np.arange(-5,5+latres,latres) +lons = np.arange(-5,5+lonres,lonres) + +#Open up all the data files with model TC snapshots (regular and budget variables) +ds1979_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_1979.nc') +ds1980_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_1980.nc') +ds1981_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_1981.nc') +ds1982_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_1982.nc') +ds1983_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_1983.nc') + +ds1979_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_1979.nc') +ds1980_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_1980.nc') +ds1981_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_1981.nc') +ds1982_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_1982.nc') +ds1983_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_1983.nc') + +#Merge the budget and regular variable files by year +ds1979 = xr.merge([ds1979_reg,ds1979_budg]) +ds1980 = xr.merge([ds1980_reg,ds1980_budg]) +ds1981 = xr.merge([ds1981_reg,ds1981_budg]) +ds1982 = xr.merge([ds1982_reg,ds1982_budg]) +ds1983 = xr.merge([ds1983_reg,ds1983_budg]) + +#Concatenate the year files together so all variables are combined across all storms from 1979-1983 +data = xr.concat([ds1979,ds1980,ds1981,ds1982,ds1983], dim='numstorms') + +#Get a list of the data variables in data to trim the data after lifetime maximum intensity (LMI) +Model_vars = list(data.keys()) + +#Grab the vmax variable to get the LMI itself and point of LMI for trimming to account only for intensification period +maxwinds = data['maxwind'] +winds_list = [] + +#Loop through the variables to pick out the feedbacks and add a normalized version of that variable +for var in Model_vars: + if(var[0:5]=='hanom' or var[0:10]=='hMoistanom' or var[0:10]=='hTempanom' or var[0:4]=='hvar'): + normvar = np.array(data[var]) + boxavrawvar = np.array(data[var]) + boxavvar = np.ones((len(maxwinds),len(maxwinds[0]))) * np.nan + boxavnormvar = np.ones((len(maxwinds),len(maxwinds[0]))) * np.nan + for s in range(len(maxwinds)): + for t in range(len(maxwinds[s])): + hvar = np.array(data.hvar[s][t][:][:]) + boxavghvar = boxavg(hvar,np.array(data.latitude[s][t][:]),np.array(data.longitude[s][t][:])) + normvar[s][t][:][:] = normvar[s][t][:][:]/boxavghvar + boxavvar[s][t] = boxavg(boxavrawvar[s][t][:][:],np.array(data.latitude[s][t][:]),np.array(data.longitude[s][t][:])) + boxavnormvar[s][t] = boxavg(np.array(normvar[s][t][:][:]),np.array(data.latitude[s][t][:]),np.array(data.longitude[s][t][:])) + data['norm'+var] = (['numstorms','numsteps','latlen','lonlen'],np.array(normvar[:][:][:][:])) + data['boxav_'+var] = (['numstorms','numsteps'],np.array(boxavvar[:][:])) + data['boxav_norm_'+var] = (['numstorms','numsteps'],np.array(boxavnormvar[:][:])) + +#Loop through all model storms and find the LMI, then tag each storm with its LMI for binning later +for s in range(len(maxwinds)): + print(s) + windmax = float(max(maxwinds[s][:])) + windmaxindex = np.squeeze(np.where(maxwinds[s]==windmax)) + #Check if there are more than one maximum wind speed + if windmaxindex.size >= 2: + windmaxindex = int(windmaxindex[0]) + else: + windmaxindex = int(np.squeeze(np.where(maxwinds[s]==windmax))) + #Loop and have all the indices after the timestep of LMI be NaN for all vars + for var in Model_vars: + data[var][s,windmaxindex+1:len(maxwinds[s])+1] = np.nan + + vmax_indiv_list = [] + for t in range(0,len(maxwinds[s])): + #First check and NaN all variables at timesteps where TC center is outside 30 N/S + if(data.centerLat[s][t]>30 or data.centerLat[s][t]<-30): + for var in Model_vars: + if(data[var].ndim==2): + data[var][s][t] = np.nan + elif(data[var].ndim==3): + data[var][s][t][:] = np.nan + else: + data[var][s][t][:][:] = np.nan + #Get max wind at specific step to tag the steps for binning snapshot + vmax_sel = maxwinds[s,t].values + vmax = xr.full_like(data.h[s,t],float(vmax_sel)).rename('vmax') + vmax_indiv_list.append(vmax) + vmax_indiv_array = xr.concat(vmax_indiv_list,dim='numsteps') + #Create the vmax tag variable + winds_list.append(vmax_indiv_array) + +#Update Model data with the vmax tag created above +model_winds_array = xr.concat(winds_list,dim='numstorms') +model_updated = xr.merge([data,model_winds_array]) +#Stretch the boxav variables to 1 dimension and make a new stretched windmax variable +newvars = list(model_updated.keys()) +for var in newvars: + if(var[0:5]=='boxav'): + model_updated['new_'+var] = (['newsteps'],np.squeeze(np.reshape(np.array(model_updated[var]),(len(data.numstorms)*len(data.numsteps))))) + +model_updated['new_maxwind'] = (['newsteps'],np.squeeze(np.reshape(np.array(model_updated['maxwind']),(len(data.numstorms)*len(data.numsteps))))) + +#Bin snapshots according to max wind speed bins +bins = np.arange(0,66,3) +#Set a count array to gather the sample size for each bin and all bins +count_denom = len(data.latitude[0][0]) * len(data.longitude[0][0]) +bins_count = np.zeros(len(bins)) +vmax2 = model_updated.vmax.copy(deep=True) +onedvmax = model_updated.new_maxwind.copy(deep=True) +for b, bin in enumerate(bins): + print(bin) + upperbin = bin+3 + #Variable to get the number of samples for the current bin (divide by the resolution dims multiplied together) + count = (len(np.where((model_updated.vmax>=bin)&(model_updated.vmax=bin)&(model_updated.vmax=bin)&(model_updated.new_maxwind2): + #Append the bins that are >2 + Model_bins.append(b) + #Box avgs of variables + Modelboxavgvars.append((Model_mean_binned_data[modelvar].sel(bin=b))) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + Modelstderrorbars.append((Model_std_binned_data[modelvar].sel(bin=b))*1.96/((Model_mean_binned_data.bincounts.sel(bin=b))**(1/2))) + if(ERAINT_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >2 + ERAINT_bins.append(b) + #Box avgs of variables + ERAINTboxavgvars.append((ERAINT_mean_binned_data[reanalysisvar].sel(bin=b))) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + ERAINTstderrorbars.append((ERAINT_std_binned_data[reanalysisvar].sel(bin=b))*1.96/((ERAINT_mean_binned_data.bincounts.sel(bin=b))**(1/2))) + if(ERA5_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >2 + ERA5_bins.append(b) + #Box avgs of variables + ERA5boxavgvars.append((ERA5_mean_binned_data[reanalysisvar].sel(bin=b))) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + ERA5stderrorbars.append((ERA5_std_binned_data[reanalysisvar].sel(bin=b))*1.96/((ERA5_mean_binned_data.bincounts.sel(bin=b))**(1/2))) + if(CFSR_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >2 + CFSR_bins.append(b) + #Box avgs of variables + CFSRboxavgvars.append((CFSR_mean_binned_data[reanalysisvar].sel(bin=b))) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + CFSRstderrorbars.append((CFSR_std_binned_data[reanalysisvar].sel(bin=b))*1.96/((CFSR_mean_binned_data.bincounts.sel(bin=b))**(1/2))) + if(MERRA2_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >2 + MERRA2_bins.append(b) + #Box avgs of variables + MERRA2boxavgvars.append((MERRA2_mean_binned_data[reanalysisvar].sel(bin=b))) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + MERRA2stderrorbars.append((MERRA2_std_binned_data[reanalysisvar].sel(bin=b))*1.96/((MERRA2_mean_binned_data.bincounts.sel(bin=b))**(1/2))) + if(JRA55_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >2 + JRA55_bins.append(b) + #Box avgs of variables + JRA55boxavgvars.append((JRA55_mean_binned_data[reanalysisvar].sel(bin=b))) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + JRA55stderrorbars.append((JRA55_std_binned_data[reanalysisvar].sel(bin=b))*1.96/((JRA55_mean_binned_data.bincounts.sel(bin=b))**(1/2))) + + #CFSR + ax.plot(CFSR_bins,CFSRboxavgvars,color='black',label='CFSR', linewidth=4) + ax.errorbar(CFSR_bins,CFSRboxavgvars,yerr=CFSRstderrorbars,color='black', linewidth=4) + #ERA-Int + ax.plot(ERAINT_bins,ERAINTboxavgvars,color='dimgrey',label='ERA-Int', linewidth=4) + ax.errorbar(ERAINT_bins,ERAINTboxavgvars,yerr=ERAINTstderrorbars,color='dimgrey', linewidth=4) + #ERA-5 + ax.plot(ERA5_bins,ERA5boxavgvars,color='grey',label='ERA-5', linewidth=4) + ax.errorbar(ERA5_bins,ERA5boxavgvars,yerr=ERA5stderrorbars,color='grey', linewidth=4) + #JRA-55 + ax.plot(JRA55_bins,JRA55boxavgvars,color='darkgrey',label='JRA-55', linewidth=4) + ax.errorbar(JRA55_bins,JRA55boxavgvars,yerr=JRA55stderrorbars,color='darkgrey', linewidth=4) + #MERRA-2 + ax.plot(MERRA2_bins,MERRA2boxavgvars,color='lightgrey',label='MERRA-2', linewidth=4) + ax.errorbar(MERRA2_bins,MERRA2boxavgvars,yerr=MERRA2stderrorbars,color='lightgrey', linewidth=4) + #Model + ax.plot(Model_bins,Modelboxavgvars,color='red',label=modelname, linewidth=4) + ax.errorbar(Model_bins,Modelboxavgvars,yerr=Modelstderrorbars,color='red', linewidth=4) + #Title and legend + ax.legend(fontsize=15,loc='upper left') + ax.set_title(titlevar, fontweight='bold', fontsize=25) + ax.set_ylabel(units,fontweight='bold',fontsize=25) + ax.set_xlabel('Mean Wind Speed [m/s]',fontweight='bold', fontsize=25) + ax.tick_params(labelsize=25) + ax.yaxis.get_offset_text().set_fontsize(25) + + #Final plot adjustments + plt.suptitle('Box Average of Bin Composite for Feedback Terms',fontweight='bold',fontsize=40) + plt.subplots_adjust(hspace=0.35,wspace=0.3) + plt.savefig(os.environ['WK_DIR']+'/Box_Average_Plots.pdf') + plt.close() + + #Now do the normalized version + plt.rcParams["font.weight"] = "bold" + plt.rcParams["axes.labelweight"] = "bold" + fig,axs = plt.subplots(ncols=3,figsize=(30,10)) + for r in range(0,3): + ax=axs[r] + if(r==0): + modelvar='new_boxav_norm_hanom_SEFanom' + reanalysisvar = 'new_boxav_norm_hSEF_concat' + titlevar = "h'SEF'" + elif(r==1): + modelvar='new_boxav_norm_hanom_LWanom' + reanalysisvar = 'new_boxav_norm_hLW_concat' + titlevar = "h'LW'" + elif(r==2): + modelvar='new_boxav_norm_hanom_SWanom' + reanalysisvar = 'new_boxav_norm_hSW_concat' + titlevar = "h'SW'" + else: + continue + + Model_bins = [] + ERAINT_bins = [] + ERA5_bins = [] + CFSR_bins = [] + MERRA2_bins = [] + JRA55_bins = [] + + Modelboxavgnormvars = [] + Modelnormstderrorbars = [] + ERAINTboxavgnormvars = [] + ERAINTnormstderrorbars = [] + ERA5boxavgnormvars = [] + ERA5normstderrorbars = [] + CFSRboxavgnormvars = [] + CFSRnormstderrorbars = [] + JRA55boxavgnormvars = [] + JRA55normstderrorbars = [] + MERRA2boxavgnormvars = [] + MERRA2normstderrorbars = [] + + for b in Model_mean_binned_data.bin[2:]: + if(Model_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >2 + Model_bins.append(b) + #Box avgs of variables + Modelboxavgnormvars.append((Model_mean_binned_data[modelvar].sel(bin=b))*86400) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + Modelnormstderrorbars.append((Model_std_binned_data[modelvar].sel(bin=b))*1.96/((Model_mean_binned_data.bincounts.sel(bin=b))**(1/2))*86400) + if(ERAINT_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >2 + ERAINT_bins.append(b) + #Box avgs of variables + ERAINTboxavgnormvars.append((ERAINT_mean_binned_data[reanalysisvar].sel(bin=b))*86400) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + ERAINTnormstderrorbars.append((ERAINT_std_binned_data[reanalysisvar].sel(bin=b))*1.96/((ERAINT_mean_binned_data.bincounts.sel(bin=b))**(1/2))*86400) + if(ERA5_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >2 + ERA5_bins.append(b) + #Box avgs of variables + ERA5boxavgnormvars.append((ERA5_mean_binned_data[reanalysisvar].sel(bin=b))*86400) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + ERA5normstderrorbars.append((ERA5_std_binned_data[reanalysisvar].sel(bin=b))*1.96/((ERA5_mean_binned_data.bincounts.sel(bin=b))**(1/2))*86400) + if(CFSR_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >2 + CFSR_bins.append(b) + #Box avgs of variables + CFSRboxavgnormvars.append((CFSR_mean_binned_data[reanalysisvar].sel(bin=b))*86400) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + CFSRnormstderrorbars.append((CFSR_std_binned_data[reanalysisvar].sel(bin=b))*1.96/((CFSR_mean_binned_data.bincounts.sel(bin=b))**(1/2))*86400) + if(MERRA2_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >2 + MERRA2_bins.append(b) + #Box avgs of variables + MERRA2boxavgnormvars.append((MERRA2_mean_binned_data[reanalysisvar].sel(bin=b))*86400) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + MERRA2normstderrorbars.append((MERRA2_std_binned_data[reanalysisvar].sel(bin=b))*1.96/((MERRA2_mean_binned_data.bincounts.sel(bin=b))**(1/2))*86400) + if(JRA55_mean_binned_data.bincounts.sel(bin=b)>2): + #Append the bins that are >0 + JRA55_bins.append(b) + #Box avgs of variables + JRA55boxavgnormvars.append((JRA55_mean_binned_data[reanalysisvar].sel(bin=b))*86400) + #Gets the range of error bar for 5 to 95% confidence interval at each bin + JRA55normstderrorbars.append((JRA55_std_binned_data[reanalysisvar].sel(bin=b))*1.96/((JRA55_mean_binned_data.bincounts.sel(bin=b))**(1/2))*86400) + + #CFSR + ax.plot(CFSR_bins,CFSRboxavgnormvars,color='black',label='CFSR', linewidth=4) + ax.errorbar(CFSR_bins,CFSRboxavgnormvars,yerr=CFSRnormstderrorbars,color='black', linewidth=4) + #ERA-Int + ax.plot(ERAINT_bins,ERAINTboxavgnormvars,color='dimgrey',label='ERA-Int', linewidth=4) + ax.errorbar(ERAINT_bins,ERAINTboxavgnormvars,yerr=ERAINTnormstderrorbars,color='dimgrey', linewidth=4) + #ERA-5 + ax.plot(ERA5_bins,ERA5boxavgnormvars,color='grey',label='ERA-5', linewidth=4) + ax.errorbar(ERA5_bins,ERA5boxavgnormvars,yerr=ERA5normstderrorbars,color='grey', linewidth=4) + #JRA-55 + ax.plot(JRA55_bins,JRA55boxavgnormvars,color='darkgrey',label='JRA-55', linewidth=4) + ax.errorbar(JRA55_bins,JRA55boxavgnormvars,yerr=JRA55normstderrorbars,color='darkgrey', linewidth=4) + #MERRA-2 + ax.plot(MERRA2_bins,MERRA2boxavgnormvars,color='lightgrey',label='MERRA-2', linewidth=4) + ax.errorbar(MERRA2_bins,MERRA2boxavgnormvars,yerr=MERRA2normstderrorbars,color='lightgrey', linewidth=4) + #Model + ax.plot(Model_bins,Modelboxavgnormvars,color='red',label=modelname, linewidth=4) + ax.errorbar(Model_bins,Modelboxavgnormvars,yerr=Modelnormstderrorbars,color='red', linewidth=4) + #Title and legend + ax.legend(fontsize=15) + ax.set_title(titlevar, fontweight='bold', fontsize=22) + ax.set_ylabel('Growth Rate [$d^-1$]',fontweight='bold',fontsize=18) + ax.set_xlabel('Mean Wind Speed [m/s]',fontweight='bold', fontsize=18) + ax.tick_params(labelsize=18) + ax.yaxis.get_offset_text().set_fontsize(18) + + #Final plot adjustments + plt.suptitle('Normalized Box Average of Bin Composites for Feedback Terms',fontweight='bold',fontsize=40) + plt.subplots_adjust(hspace=0.35,wspace=0.3) + plt.savefig(os.environ['WK_DIR']+'/Normalized_Box_Average_Plots.pdf') + plt.close() + +########################################### BOX AVERAGE SCATTERING WITH % INTENSIFYING STORMS ################################################### +def BoxAvScatter(): + #Marker size + size=150 + #Need to set the different bins to generate all the plots + allbins = [16.5, 19.5, 22.5, 25.5] + #Get the LMI of each storm for each dataset + Model_LMIs = np.amax(Model_mean_binned_data.maxwind, axis = 1) + ERA5_LMIs = np.amax(ERA5_mean_binned_data.maxwind, axis = 1) + ERAINT_LMIs = np.amax(ERAINT_mean_binned_data.maxwind, axis = 1) + MERRA2_LMIs = np.amax(MERRA2_mean_binned_data.maxwind, axis = 1) + CFSR_LMIs = np.amax(CFSR_mean_binned_data.maxwind, axis = 1) + JRA55_LMIs = np.amax(JRA55_mean_binned_data.maxwind, axis = 1) + #Now set up the plotting settings + plt.rcParams["font.weight"] = "bold" + plt.rcParams["axes.labelweight"] = "bold" + fig,axs = plt.subplots(4,2,figsize=(33,30)) + for row in range(4): + b = allbins[row] + #Get the vupper and vlower + vupper = b+1.5 + vlower = b-1.5 + #Setting string bin range for main title/save name of plots + bup = str(int(vupper)) + blow = str(int(vlower)) + #Get the % storms intensifying based on the bin range of the current row + Model_percent = len(np.where(Model_LMIs>vupper)[0])/len(np.where(Model_LMIs>vlower)[0]) * 100 + ERA5_percent = len(np.where(ERA5_LMIs>vupper)[0])/len(np.where(ERA5_LMIs>vlower)[0]) * 100 + ERAINT_percent = len(np.where(ERAINT_LMIs>vupper)[0])/len(np.where(ERAINT_LMIs>vlower)[0]) * 100 + JRA55_percent = len(np.where(JRA55_LMIs>vupper)[0])/len(np.where(JRA55_LMIs>vlower)[0]) * 100 + CFSR_percent = len(np.where(CFSR_LMIs>vupper)[0])/len(np.where(CFSR_LMIs>vlower)[0]) * 100 + MERRA2_percent = len(np.where(MERRA2_LMIs>vupper)[0])/len(np.where(MERRA2_LMIs>vlower)[0]) * 100 + #Get the box average feedbacks associated with the current bin + Model_SEF = Model_mean_binned_data['new_boxav_hanom_SEFanom'].sel(bin=b) + Model_LW = Model_mean_binned_data['new_boxav_hanom_LWanom'].sel(bin=b) + Model_SW = Model_mean_binned_data['new_boxav_hanom_SWanom'].sel(bin=b) + + ERA5_SEF = ERA5_mean_binned_data['new_boxav_hSEF_concat'].sel(bin=b) + ERA5_LW = ERA5_mean_binned_data['new_boxav_hLW_concat'].sel(bin=b) + ERA5_SW = ERA5_mean_binned_data['new_boxav_hSW_concat'].sel(bin=b) + + ERAINT_SEF = ERAINT_mean_binned_data['new_boxav_hSEF_concat'].sel(bin=b) + ERAINT_LW = ERAINT_mean_binned_data['new_boxav_hLW_concat'].sel(bin=b) + ERAINT_SW = ERAINT_mean_binned_data['new_boxav_hSW_concat'].sel(bin=b) + + JRA55_SEF = JRA55_mean_binned_data['new_boxav_hSEF_concat'].sel(bin=b) + JRA55_LW = JRA55_mean_binned_data['new_boxav_hLW_concat'].sel(bin=b) + JRA55_SW = JRA55_mean_binned_data['new_boxav_hSW_concat'].sel(bin=b) + + CFSR_SEF = CFSR_mean_binned_data['new_boxav_hSEF_concat'].sel(bin=b) + CFSR_LW = CFSR_mean_binned_data['new_boxav_hLW_concat'].sel(bin=b) + CFSR_SW = CFSR_mean_binned_data['new_boxav_hSW_concat'].sel(bin=b) + + MERRA2_SEF = MERRA2_mean_binned_data['new_boxav_hSEF_concat'].sel(bin=b) + MERRA2_LW = MERRA2_mean_binned_data['new_boxav_hLW_concat'].sel(bin=b) + MERRA2_SW = MERRA2_mean_binned_data['new_boxav_hSW_concat'].sel(bin=b) + #Get the errorbars of each box average above + Model_SEF_bars = Model_std_binned_data['new_boxav_hanom_SEFanom'].sel(bin=b) * 1.96 / ((Model_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + Model_LW_bars = Model_std_binned_data['new_boxav_hanom_LWanom'].sel(bin=b) * 1.96 / ((Model_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + Model_SW_bars = Model_std_binned_data['new_boxav_hanom_SWanom'].sel(bin=b) * 1.96 / ((Model_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + + ERA5_SEF_bars = ERA5_std_binned_data['new_boxav_hSEF_concat'].sel(bin=b) * 1.96 / ((ERA5_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + ERA5_LW_bars = ERA5_std_binned_data['new_boxav_hLW_concat'].sel(bin=b) * 1.96 / ((ERA5_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + ERA5_SW_bars = ERA5_std_binned_data['new_boxav_hSW_concat'].sel(bin=b) * 1.96 / ((ERA5_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + + ERAINT_SEF_bars = ERAINT_std_binned_data['new_boxav_hSEF_concat'].sel(bin=b) * 1.96 / ((ERAINT_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + ERAINT_LW_bars = ERAINT_std_binned_data['new_boxav_hLW_concat'].sel(bin=b) * 1.96 / ((ERAINT_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + ERAINT_SW_bars = ERAINT_std_binned_data['new_boxav_hSW_concat'].sel(bin=b) * 1.96 / ((ERAINT_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + + JRA55_SEF_bars = JRA55_std_binned_data['new_boxav_hSEF_concat'].sel(bin=b) * 1.96 / ((JRA55_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + JRA55_LW_bars = JRA55_std_binned_data['new_boxav_hLW_concat'].sel(bin=b) * 1.96 / ((JRA55_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + JRA55_SW_bars = JRA55_std_binned_data['new_boxav_hSW_concat'].sel(bin=b) * 1.96 / ((JRA55_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + + CFSR_SEF_bars = CFSR_std_binned_data['new_boxav_hSEF_concat'].sel(bin=b) * 1.96 / ((CFSR_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + CFSR_LW_bars = CFSR_std_binned_data['new_boxav_hLW_concat'].sel(bin=b) * 1.96 / ((CFSR_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + CFSR_SW_bars = CFSR_std_binned_data['new_boxav_hSW_concat'].sel(bin=b) * 1.96 / ((CFSR_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + + MERRA2_SEF_bars = MERRA2_std_binned_data['new_boxav_hSEF_concat'].sel(bin=b) * 1.96 / ((MERRA2_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + MERRA2_LW_bars = MERRA2_std_binned_data['new_boxav_hLW_concat'].sel(bin=b) * 1.96 / ((MERRA2_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + MERRA2_SW_bars = MERRA2_std_binned_data['new_boxav_hSW_concat'].sel(bin=b) * 1.96 / ((MERRA2_mean_binned_data.bincounts.sel(bin=b))**(1/2)) + + #Get the normalized box average feedbacks associated with the current bin + Model_normSEF = Model_mean_binned_data['new_boxav_norm_hanom_SEFanom'].sel(bin=b) * 86400 + Model_normLW = Model_mean_binned_data['new_boxav_norm_hanom_LWanom'].sel(bin=b) * 86400 + Model_normSW = Model_mean_binned_data['new_boxav_norm_hanom_SWanom'].sel(bin=b) * 86400 + + ERA5_normSEF = ERA5_mean_binned_data['new_boxav_norm_hSEF_concat'].sel(bin=b) * 86400 + ERA5_normLW = ERA5_mean_binned_data['new_boxav_norm_hLW_concat'].sel(bin=b) * 86400 + ERA5_normSW = ERA5_mean_binned_data['new_boxav_norm_hSW_concat'].sel(bin=b) * 86400 + + ERAINT_normSEF = ERAINT_mean_binned_data['new_boxav_norm_hSEF_concat'].sel(bin=b) * 86400 + ERAINT_normLW = ERAINT_mean_binned_data['new_boxav_norm_hLW_concat'].sel(bin=b) * 86400 + ERAINT_normSW = ERAINT_mean_binned_data['new_boxav_norm_hSW_concat'].sel(bin=b) * 86400 + + JRA55_normSEF = JRA55_mean_binned_data['new_boxav_norm_hSEF_concat'].sel(bin=b) * 86400 + JRA55_normLW = JRA55_mean_binned_data['new_boxav_norm_hLW_concat'].sel(bin=b) * 86400 + JRA55_normSW = JRA55_mean_binned_data['new_boxav_norm_hSW_concat'].sel(bin=b) * 86400 + + CFSR_normSEF = CFSR_mean_binned_data['new_boxav_norm_hSEF_concat'].sel(bin=b) * 86400 + CFSR_normLW = CFSR_mean_binned_data['new_boxav_norm_hLW_concat'].sel(bin=b) * 86400 + CFSR_normSW = CFSR_mean_binned_data['new_boxav_norm_hSW_concat'].sel(bin=b) * 86400 + + MERRA2_normSEF = MERRA2_mean_binned_data['new_boxav_norm_hSEF_concat'].sel(bin=b) * 86400 + MERRA2_normLW = MERRA2_mean_binned_data['new_boxav_norm_hLW_concat'].sel(bin=b) * 86400 + MERRA2_normSW = MERRA2_mean_binned_data['new_boxav_norm_hSW_concat'].sel(bin=b) * 86400 + #Get the errorbars of each box average above + Model_normSEF_bars = Model_std_binned_data['new_boxav_norm_hanom_SEFanom'].sel(bin=b) * 1.96 / ((Model_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + Model_normLW_bars = Model_std_binned_data['new_boxav_norm_hanom_LWanom'].sel(bin=b) * 1.96 / ((Model_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + Model_normSW_bars = Model_std_binned_data['new_boxav_norm_hanom_SWanom'].sel(bin=b) * 1.96 / ((Model_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + + ERA5_normSEF_bars = ERA5_std_binned_data['new_boxav_norm_hSEF_concat'].sel(bin=b) * 1.96 / ((ERA5_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + ERA5_normLW_bars = ERA5_std_binned_data['new_boxav_norm_hLW_concat'].sel(bin=b) * 1.96 / ((ERA5_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + ERA5_normSW_bars = ERA5_std_binned_data['new_boxav_norm_hSW_concat'].sel(bin=b) * 1.96 / ((ERA5_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + + ERAINT_normSEF_bars = ERAINT_std_binned_data['new_boxav_norm_hSEF_concat'].sel(bin=b) * 1.96 / ((ERAINT_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + ERAINT_normLW_bars = ERAINT_std_binned_data['new_boxav_norm_hLW_concat'].sel(bin=b) * 1.96 / ((ERAINT_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + ERAINT_normSW_bars = ERAINT_std_binned_data['new_boxav_norm_hSW_concat'].sel(bin=b) * 1.96 / ((ERAINT_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + + JRA55_normSEF_bars = JRA55_std_binned_data['new_boxav_norm_hSEF_concat'].sel(bin=b) * 1.96 / ((JRA55_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + JRA55_normLW_bars = JRA55_std_binned_data['new_boxav_norm_hLW_concat'].sel(bin=b) * 1.96 / ((JRA55_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + JRA55_normSW_bars = JRA55_std_binned_data['new_boxav_norm_hSW_concat'].sel(bin=b) * 1.96 / ((JRA55_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + + CFSR_normSEF_bars = CFSR_std_binned_data['new_boxav_norm_hSEF_concat'].sel(bin=b) * 1.96 / ((CFSR_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + CFSR_normLW_bars = CFSR_std_binned_data['new_boxav_norm_hLW_concat'].sel(bin=b) * 1.96 / ((CFSR_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + CFSR_normSW_bars = CFSR_std_binned_data['new_boxav_norm_hSW_concat'].sel(bin=b) * 1.96 / ((CFSR_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + + MERRA2_normSEF_bars = MERRA2_std_binned_data['new_boxav_norm_hSEF_concat'].sel(bin=b) * 1.96 / ((MERRA2_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + MERRA2_normLW_bars = MERRA2_std_binned_data['new_boxav_norm_hLW_concat'].sel(bin=b) * 1.96 / ((MERRA2_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + MERRA2_normSW_bars = MERRA2_std_binned_data['new_boxav_norm_hSW_concat'].sel(bin=b) * 1.96 / ((MERRA2_mean_binned_data.bincounts.sel(bin=b))**(1/2)) * 86400 + + for col in range(2): + ax=axs[row,col] + if(col==0): + #Plot the scatter points of non-normalized box average feedbacks and their errorbars + #Scatter for symbol legends + SEFfeedbackleg = ax.scatter(CFSR_SEF,CFSR_percent,marker='*',color='black') + LWfeedbackleg = ax.scatter(CFSR_LW,CFSR_percent,marker='o', facecolors='white',edgecolor='black') + SWfeedbackleg = ax.scatter(CFSR_SW,CFSR_percent,marker='o',color='black') + #CFSR Scattering + ax.scatter(CFSR_SEF,CFSR_percent,marker='*',color='black',label='CFSR',s=size) + ax.errorbar(CFSR_SEF,CFSR_percent,xerr=CFSR_SEF_bars,fmt='*',color='black') + ax.errorbar(CFSR_LW,CFSR_percent,xerr=CFSR_LW_bars,fmt='-',color='black') + ax.scatter(CFSR_LW,CFSR_percent,marker='o',facecolors='white',edgecolors='black',s=size) + ax.scatter(CFSR_SW,CFSR_percent,marker='o',color='black',s=size) + ax.errorbar(CFSR_SW,CFSR_percent,xerr=CFSR_SW_bars,fmt='o',color='black') + #ERA-Int Scattering + ax.scatter(ERAINT_SEF,ERAINT_percent,marker='*',color='dimgrey',label='ERA-Int',s=size) + ax.errorbar(ERAINT_SEF,ERAINT_percent,xerr=ERAINT_SEF_bars,fmt='*',color='dimgrey') + ax.errorbar(ERAINT_LW,ERAINT_percent,xerr=ERAINT_LW_bars,fmt='-',color='dimgrey') + ax.scatter(ERAINT_LW,ERAINT_percent,marker='o',facecolors='white',edgecolors='dimgrey',s=size) + ax.scatter(ERAINT_SW,ERAINT_percent,marker='o',color='dimgrey',s=size) + ax.errorbar(ERAINT_SW,ERAINT_percent,xerr=ERAINT_SW_bars,fmt='o',color='dimgrey') + #ERA-5 Scattering + ax.scatter(ERA5_SEF,ERA5_percent,marker='*',color='grey',label='ERA-5',s=size) + ax.errorbar(ERA5_SEF,ERA5_percent,xerr=ERA5_SEF_bars,fmt='*',color='grey') + ax.errorbar(ERA5_LW,ERA5_percent,xerr=ERA5_LW_bars,fmt='-',color='grey') + ax.scatter(ERA5_LW,ERA5_percent,marker='o',facecolors='white',edgecolors='grey',s=size) + ax.scatter(ERA5_SW,ERA5_percent,marker='o',color='grey',s=size) + ax.errorbar(ERA5_SW,ERA5_percent,xerr=ERA5_SW_bars,fmt='o',color='grey') + #JRA-55 Scattering + ax.scatter(JRA55_SEF,JRA55_percent,marker='*',color='darkgrey',label='JRA-55',s=size) + ax.errorbar(JRA55_SEF,JRA55_percent,xerr=JRA55_SEF_bars,fmt='*',color='darkgrey') + ax.errorbar(JRA55_LW,JRA55_percent,xerr=JRA55_LW_bars,fmt='-',color='darkgrey') + ax.scatter(JRA55_LW,JRA55_percent,marker='o',facecolors='white',edgecolors='darkgrey',s=size) + ax.scatter(JRA55_SW,JRA55_percent,marker='o',color='darkgrey',s=size) + ax.errorbar(JRA55_SW,JRA55_percent,xerr=JRA55_SW_bars,fmt='o',color='darkgrey') + #MERRA2 Scattering + ax.scatter(MERRA2_SEF,MERRA2_percent,marker='*',color='lightgrey',label='MERRA-2',s=size) + ax.errorbar(MERRA2_SEF,MERRA2_percent,xerr=MERRA2_SEF_bars,fmt='*',color='lightgrey') + ax.errorbar(MERRA2_LW,MERRA2_percent,xerr=MERRA2_LW_bars,fmt='-',color='lightgrey') + ax.scatter(MERRA2_LW,MERRA2_percent,marker='o',facecolors='white',edgecolors='lightgrey',s=size) + ax.scatter(MERRA2_SW,MERRA2_percent,marker='o',color='lightgrey',s=size) + ax.errorbar(MERRA2_SW,MERRA2_percent,xerr=MERRA2_SW_bars,fmt='o',color='lightgrey') + #Model Scattering + ax.scatter(Model_SEF,Model_percent,marker='*',color='red',label=modelname,s=size) + ax.errorbar(Model_SEF,Model_percent,xerr=Model_SEF_bars,fmt='*',color='red') + ax.errorbar(Model_LW,Model_percent,xerr=Model_LW_bars,fmt='-',color='red') + ax.scatter(Model_LW,Model_percent,marker='o',facecolors='white',edgecolors='red',s=size) + ax.scatter(Model_SW,Model_percent,marker='o',color='red',s=size) + ax.errorbar(Model_SW,Model_percent,xerr=Model_SW_bars,fmt='o',color='red') + #Plot Features + ax.set_title('Box Average Feedbacks '+blow+'-'+bup+' m/s Bin',fontweight='bold',fontsize=20) + ax.set_xlabel('[$J^2/m^4s$]', fontweight='bold', fontsize=20) + ax.set_ylabel('Percent of Storms [%]', fontweight='bold', fontsize=20) + leg1 = ax.legend(loc='upper left', bbox_to_anchor=(1, 1),fontsize=16) + leg2 = ax.legend([SEFfeedbackleg,LWfeedbackleg,SWfeedbackleg],["h'SEF'","h'LW'","h'SW'"],loc='center left', bbox_to_anchor=(1, 0.4),fontsize=16) + ax.add_artist(leg1) + ax.add_artist(leg2) + ax.tick_params(labelsize=20) + ax.xaxis.get_offset_text().set_fontsize(20) + + elif(col==1): + #Plot the scatter points of normalized box average feedbacks and their errorbars + #Scatter for symbol legends + SEFfeedbackleg = ax.scatter(CFSR_normSEF,CFSR_percent,marker='*',color='black') + LWfeedbackleg = ax.scatter(CFSR_normLW,CFSR_percent,marker='o', facecolors='white',edgecolor='black') + SWfeedbackleg = ax.scatter(CFSR_normSW,CFSR_percent,marker='o',color='black') + #CFSR Scattering + ax.scatter(CFSR_normSEF,CFSR_percent,marker='*',color='black',label='CFSR',s=size) + ax.errorbar(CFSR_normSEF,CFSR_percent,xerr=CFSR_normSEF_bars,fmt='*',color='black') + ax.errorbar(CFSR_normLW,CFSR_percent,xerr=CFSR_normLW_bars,fmt='-',color='black') + ax.scatter(CFSR_normLW,CFSR_percent,marker='o',facecolors='white',edgecolors='black',s=size) + ax.scatter(CFSR_normSW,CFSR_percent,marker='o',color='black',s=size) + ax.errorbar(CFSR_normSW,CFSR_percent,xerr=CFSR_normSW_bars,fmt='o',color='black') + #ERA-Int Scattering + ax.scatter(ERAINT_normSEF,ERAINT_percent,marker='*',color='dimgrey',label='ERA-Int',s=size) + ax.errorbar(ERAINT_normSEF,ERAINT_percent,xerr=ERAINT_normSEF_bars,fmt='*',color='dimgrey') + ax.errorbar(ERAINT_normLW,ERAINT_percent,xerr=ERAINT_normLW_bars,fmt='-',color='dimgrey') + ax.scatter(ERAINT_normLW,ERAINT_percent,marker='o',facecolors='white',edgecolors='dimgrey',s=size) + ax.scatter(ERAINT_normSW,ERAINT_percent,marker='o',color='dimgrey',s=size) + ax.errorbar(ERAINT_normSW,ERAINT_percent,xerr=ERAINT_normSW_bars,fmt='o',color='dimgrey') + #ERA-5 Scattering + ax.scatter(ERA5_normSEF,ERA5_percent,marker='*',color='grey',label='ERA-5',s=size) + ax.errorbar(ERA5_normSEF,ERA5_percent,xerr=ERA5_normSEF_bars,fmt='*',color='grey') + ax.errorbar(ERA5_normLW,ERA5_percent,xerr=ERA5_normLW_bars,fmt='-',color='grey') + ax.scatter(ERA5_normLW,ERA5_percent,marker='o',facecolors='white',edgecolors='grey',s=size) + ax.scatter(ERA5_normSW,ERA5_percent,marker='o',color='grey',s=size) + ax.errorbar(ERA5_normSW,ERA5_percent,xerr=ERA5_normSW_bars,fmt='o',color='grey') + #JRA-55 Scattering + ax.scatter(JRA55_normSEF,JRA55_percent,marker='*',color='darkgrey',label='JRA-55',s=size) + ax.errorbar(JRA55_normSEF,JRA55_percent,xerr=JRA55_normSEF_bars,fmt='*',color='darkgrey') + ax.errorbar(JRA55_normLW,JRA55_percent,xerr=JRA55_normLW_bars,fmt='-',color='darkgrey') + ax.scatter(JRA55_normLW,JRA55_percent,marker='o',facecolors='white',edgecolors='darkgrey',s=size) + ax.scatter(JRA55_normSW,JRA55_percent,marker='o',color='darkgrey',s=size) + ax.errorbar(JRA55_normSW,JRA55_percent,xerr=JRA55_normSW_bars,fmt='o',color='darkgrey') + #MERRA2 Scattering + ax.scatter(MERRA2_normSEF,MERRA2_percent,marker='*',color='lightgrey',label='MERRA-2',s=size) + ax.errorbar(MERRA2_normSEF,MERRA2_percent,xerr=MERRA2_normSEF_bars,fmt='*',color='lightgrey') + ax.errorbar(MERRA2_normLW,MERRA2_percent,xerr=MERRA2_normLW_bars,fmt='-',color='lightgrey') + ax.scatter(MERRA2_normLW,MERRA2_percent,marker='o',facecolors='white',edgecolors='lightgrey',s=size) + ax.scatter(MERRA2_normSW,MERRA2_percent,marker='o',color='lightgrey',s=size) + ax.errorbar(MERRA2_normSW,MERRA2_percent,xerr=MERRA2_normSW_bars,fmt='o',color='lightgrey') + #Model Scattering + ax.scatter(Model_normSEF,Model_percent,marker='*',color='red',label=modelname,s=size) + ax.errorbar(Model_normSEF,Model_percent,xerr=Model_normSEF_bars,fmt='*',color='red') + ax.errorbar(Model_normLW,Model_percent,xerr=Model_normLW_bars,fmt='-',color='red') + ax.scatter(Model_normLW,Model_percent,marker='o',facecolors='white',edgecolors='red',s=size) + ax.scatter(Model_normSW,Model_percent,marker='o',color='red',s=size) + ax.errorbar(Model_normSW,Model_percent,xerr=Model_normSW_bars,fmt='o',color='red') + #Plot Features + ax.set_title('Normalized Box Average Feedbacks '+blow+'-'+bup+' m/s Bin',fontweight='bold',fontsize=20) + ax.set_xlabel('[$d^-1$]', fontweight='bold', fontsize=20) + ax.set_ylabel('Percent of Storms [%]', fontweight='bold', fontsize=20) + leg1 = ax.legend(loc='upper left', bbox_to_anchor=(1, 1),fontsize=16) + leg2 = ax.legend([SEFfeedbackleg,LWfeedbackleg,SWfeedbackleg],["h'SEF'","h'LW'","h'SW'"],loc='center left', bbox_to_anchor=(1, 0.4),fontsize=16) + ax.add_artist(leg1) + ax.add_artist(leg2) + ax.tick_params(labelsize=20) + ax.xaxis.get_offset_text().set_fontsize(20) + + plt.suptitle('Scatter Plots of Percent of Storms Intensifying as Function of Box-Averaged Feedback', fontweight='bold', fontsize=35) + plt.subplots_adjust(hspace=0.35,wspace=0.3) + plt.savefig(os.environ['WK_DIR']+'/Scattered_Feedbacks.pdf') + plt.close() \ No newline at end of file diff --git a/diagnostics/TC_MSE/TC_MSE_Driver.py b/diagnostics/TC_MSE/TC_MSE_Driver.py new file mode 100644 index 000000000..583062bb0 --- /dev/null +++ b/diagnostics/TC_MSE/TC_MSE_Driver.py @@ -0,0 +1,34 @@ +#Import necessary module(s) +import os + +#Run through the necessary script(s) + +#This will read in track data and create the TC snapshots and calculate MSE variables as well as save TC characteristic variables +print("Running the TC snapshotting code") +print("==============================================") + +os.system("python "+ os.environ["POD_HOME"]+"/TC_snapshot_MSE_calc.py") + +print("Snapshotting code has finished!") +print("==============================================") + +#This will take the files created from above section and bin the variables as well as composite them +print("Running the binning and compositing code") +print("==============================================") + +os.system("python "+ os.environ["POD_HOME"]+"/Binning_and_compositing.py") + +print("Binning and compositing code has finished!") +print("==============================================") + +#This will create the various plots which allow for comparison to the 5 reanalysis datasets +print("Running the plotting code") +print("==============================================") + +os.system("python "+ os.environ["POD_HOME"]+"/Plotting.py") + +print("Plotting code has finished!") +print("==============================================") + +#Message noting that the framework has been completed +print("TC MSE POD has been completed successfully!") \ No newline at end of file diff --git a/diagnostics/TC_MSE/TC_snapshot_MSE_calc.py b/diagnostics/TC_MSE/TC_snapshot_MSE_calc.py new file mode 100644 index 000000000..5c96f1c51 --- /dev/null +++ b/diagnostics/TC_MSE/TC_snapshot_MSE_calc.py @@ -0,0 +1,541 @@ +#Import modules +import os +import numpy as np +import pandas as pd +import xarray as xr +import matplotlib.pyplot as plt +from scipy import interpolate +import sys + +######################## MATH FUNCTION(S) ############################################ +def boxavg(thing,lat,lon): + coslat_values = np.transpose(np.tile(np.cos(np.deg2rad(lat)),(len(lon),1))) + thing1 = thing*coslat_values + thing2 = thing1/thing1 + average = np.nansum(np.nansum(thing1,0))/np.nansum(np.nansum(coslat_values*thing2,0)) + + return average + +############################READING IN TRACK DATA###################################################### +#Give the start and end year of track data +start_year = np.int(os.getenv("FIRSTYR")) +end_year = np.int(os.getenv("LASTYR")) + +#Input of the specific model's lat/lon resolution or grid spacing (degrees) and name of model being run +modelname = str(os.getenv("modelname")) +latres = np.float(os.getenv("latres")) +lonres = np.float(os.getenv("lonres")) + +#Getting track data, it is currently set up to read in a .txt file, this function will need to be changed +#if your model track data is not in the same format as this .txt file. +trackdata = os.environ["OBS_DATA"] + "/trackdata.txt" + +def ReadTrackData(trackdata,start_year,end_year): + df = pd.read_csv(trackdata, sep='\s+', header=None, names=\ + ['lon', 'lat', 'windspeed (m/s)', 'pressure (hPa)', 'year', 'month', 'day', 'hour']) + #Add flag so it knows where to start from + df_starts = df[df['lon']=='start'] + #Start by assigning first storm in dataset with an ID of 1 + storm_id = 1 + for idx, num_steps in zip(df_starts.index, df_starts['lat'].values): + #Add in column for storm ID + df.loc[idx:idx+num_steps+1,'stormid'] = storm_id + #Add 1 to storm ID each time you get to the end of a particular storm track to continue looping + storm_id += 1 + + #Drop the rows that have the starter variable + df = df.dropna().reset_index(drop=True) #only in the rows with start have NaN values, so this works + + #Adjust format of some columns + df.loc[:,'year'] = df.loc[:,'year'].astype(int).astype(str) + df.loc[:,'month'] = df.loc[:,'month'].astype(int).astype(str) + df.loc[:,'day'] = df.loc[:,'day'].astype(int).astype(str) + df.loc[:,'hour'] = df.loc[:,'hour'].astype(int).astype(str) + + #Adjust the times to match CMIP6 time read-in format + df.loc[:,'hour'] = np.where(df['hour'].astype(int)<10,'0'+df['hour'],df['hour']) + df.loc[:,'day'] = np.where(df['day'].astype(int)<10,'0'+df['day'],df['day']) + df.loc[:,'month'] = np.where(df['month'].astype(int)<10,'0'+df['month'],df['month']) + #Create a date stamp column in identical format to cftime conversion to string + df.loc[:,'Modeltime'] = df['year']+'-'+df['month']+'-'+df['day']+' '+df['hour']+':00:00' + + #Find max storm ID number + num_storms = int(max(df.iloc[:]['stormid'])) + + #Creating list of storm IDs by year + tracks_by_year = {year: [] for year in range(start_year,end_year+1)} #empty array of storm tracks by yr + #Loop through all storms + for storm in range(1,num_storms+1): + #Get list of characteristics of storm ID you're on + ds_storm = df[df['stormid']==storm] + #Get years unique to that storm + times = ds_storm['year'].values + if(int(times[0]) < start_year and int(times[-1]) < start_year) or (\ + int(times[0]) > end_year and int(times[-1]) > end_year): + continue + second_part_flag = False + tracks_by_year[int(times[0])].append(storm) #Append list of storms to start year + + return df, tracks_by_year + +#Gather relevant variables returned from the track data read in function +df, tracks_by_year = ReadTrackData(trackdata,start_year,end_year) +#Create empty list of years that are in tracks_by_years to loop through later +years = [] +for yr in tracks_by_year: + years.append(yr) + +################################### READING IN MODEL DATA FROM TRACK DATA###################################################### + +#Can open any data variable to do this for the given model as the sample 'ds' dataset has all the same dimensions and spacing +ds = xr.open_dataset(os.environ["ta_var"], decode_times=True, use_cftime=True) +#Get a list of times from model data into an indexed list to use for later when pulling track data for a given time of focus +tarray = ds.indexes['time'].to_datetimeindex() +tarray = tarray.astype(str) +itarray = pd.Index(tarray) +itlist = itarray.tolist() +#Now gather and put general lats/lons list into index format to use later for gathering lat/lonbox data for a given time +lats = np.array(ds['lat']) +lons = np.array(ds['lon']) +plevs = np.array(ds['plev']) +ilats = pd.Index(lats) +ilons = pd.Index(lons) +iplevs = pd.Index(plevs) +ilatlist = ilats.tolist() +ilonlist = ilons.tolist() +iplevlist = iplevs.tolist() +#From the track data gather the minimum MSLP for column-integrated MSE +minMSLP = min(df['pressure (hPa)'])*100 +minplev = ds['plev'].sel(plev=minMSLP, method='nearest') +upperlvlplev = min(ds['plev']) +iminplev = iplevlist.index(minplev) +iupperplev = iplevlist.index(upperlvlplev) +#Now close the sample dataset used for gathering indexed lists of variables +ds.close() +#Gather the land-sea mask data and convert the percentages to zeros or NaN's based on if grid point is >20% (can use same lat/lon index lists made above as it is the same as other files) +mask_ds = xr.open_dataset(os.environ["OBS_DATA"]+"/sftlf_fx_GFDL-CM4_amip_r1i1p1f1_gr1.nc", decode_times=True, use_cftime=True) +lsm = mask_ds.sftlf +#We have our land-sea mask read in at this point, we can close the parent dataset +mask_ds.close() +#Now open the general variable datasets so they can be pulled from below and only be opened once +phi_ds = xr.open_dataset(os.environ["zg_var"], decode_times=True, use_cftime=True) +T_ds = xr.open_dataset(os.environ["ta_var"], decode_times=True, use_cftime = True) +q_ds = xr.open_dataset(os.environ["hus_var"], decode_times=True, use_cftime = True) +hfls_ds = xr.open_dataset(os.environ["hfls_var"], decode_times=True, use_cftime=True) +hfss_ds = xr.open_dataset(os.environ["hfss_var"], decode_times=True, use_cftime=True) +rlds_ds = xr.open_dataset(os.environ["rlds_var"], decode_times=True, use_cftime=True) +rlus_ds = xr.open_dataset(os.environ["rlus_var"], decode_times=True, use_cftime=True) +rlut_ds = xr.open_dataset(os.environ["rlut_var"], decode_times=True, use_cftime=True) +rsds_ds = xr.open_dataset(os.environ["rsds_var"], decode_times=True, use_cftime=True) +rsdt_ds = xr.open_dataset(os.environ["rsdt_var"], decode_times=True, use_cftime=True) +rsus_ds = xr.open_dataset(os.environ["rsus_var"], decode_times=True, use_cftime=True) +rsut_ds = xr.open_dataset(os.environ["rsut_var"], decode_times=True, use_cftime=True) + +#Start Looping through the years so we can have a ntecdf file saved per year that has all the data of variables for 10deg lat/lon boxes +for year in years: + #Set up the 4 dimensions of the data arrays from model data + #Latitude, Longitude amounts to get 10X10 deg box + latlen = int(10/latres + 1) #Center lat position is one index, then 5 degrees up and 5 degrees down + lonlen = int(10/lonres + 1) #Center lon position is one index, then 5 degrees left and 5 degrees right + #Get the amount of storms in the year + numstorms = len(tracks_by_year[year]) + #Get the maximum track observations across all storms in track data + numsteps = max(df['stormid'].value_counts()) + + #Create the 4-D arrays for all variables desired + h_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + ClmnLWfluxConv_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + ClmnSWfluxConv_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + ClmnRadfluxConv_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + OLR_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hMoistContrib_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hTempContrib_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hfls_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hfss_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + sfcMoistEnthalpyFlux_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hvar_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hMoistvar_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hTempvar_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hanom_LWanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hanom_OLRanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hanom_SWanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hanom_RADanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hanom_SEFanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hanom_hflsanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hanom_hfssanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hMoistanom_LWanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hMoistanom_OLRanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hMoistanom_SWanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hMoistanom_RADanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hMoistanom_SEFanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hMoistanom_hflsanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hMoistanom_hfssanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hTempanom_LWanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hTempanom_OLRanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hTempanom_SWanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hTempanom_RADanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hTempanom_SEFanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hTempanom_hflsanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + hTempanom_hfssanom_save = np.ones((numstorms, numsteps, latlen, lonlen))*np.nan + + #Non-Radiative variables (ex: slp, wind, years, months, days, hours, latbox, lonbox, clat, clon, etc.) + #3D variables + latbox_save = np.ones((numstorms, numsteps, latlen))*np.nan + + lonbox_save = np.ones((numstorms, numsteps, lonlen))*np.nan + + #2D variables + maxwind_save = np.ones((numstorms, numsteps))*np.nan + + minSLP_save = np.ones((numstorms, numsteps))*np.nan + + Clat_save = np.ones((numstorms, numsteps))*np.nan + + Clon_save = np.ones((numstorms, numsteps))*np.nan + + year_save = np.ones((numstorms, numsteps))*np.nan + + month_save = np.ones((numstorms, numsteps))*np.nan + + day_save = np.ones((numstorms, numsteps))*np.nan + + hour_save = np.ones((numstorms, numsteps))*np.nan + + #Start Looping through the storms in the given year + for s, storm in enumerate(tracks_by_year[year]): + #Get the storm data for the storm the index is on + stormdata = df[df['stormid']==storm] + #Get list/arrays of all storm track data for the specific storm + times = stormdata['Modeltime'].values + clats = np.array(stormdata.loc[:,'lat'].astype(float)) + clons = np.array(stormdata.loc[:,'lon'].astype(float)) + maxwind = np.array(stormdata.loc[:,'windspeed (m/s)']) + minSLP = np.array(stormdata.loc[:,'pressure (hPa)']) + yr = np.array(stormdata.loc[:,'year'].astype(int)) + mo = np.array(stormdata.loc[:,'month'].astype(int)) + d = np.array(stormdata.loc[:,'day'].astype(int)) + hr = np.array(stormdata.loc[:,'hour'].astype(int)) + #Start looping through all the times in the given storm we are on + for t, time in enumerate(times): + #Get time index from the model list of times that matches the track time currently on + tind = itlist.index(times[t]) + #Get the clat/clon position that is closest to what is provided in track data + clat = ds['lat'].sel(lat=clats[t], method='nearest') + clon = ds['lon'].sel(lon=clons[t], method='nearest') + #Get the index of the above found clat/clon + iclat = ilatlist.index(clat) + iclon = ilonlist.index(clon) + #Now set up bounds of 10X10 deg box based on index spacing and must go 1 higher for largest bound + latmax = iclat+int((latlen-1)/2+1) + latmin = iclat-int((latlen-1)/2) + lonmax = iclon+int((lonlen-1)/2+1) + lonmin = iclon-int((lonlen-1)/2) + #Now gather the lat/lon array for the box + latbox = np.array(ds.lat.isel(lat=slice(latmin,latmax))) + lonbox = np.array(ds.lon.isel(lon=slice(lonmin,lonmax))) + #Now make a 2D array based on the land-sea mask that is zeros or NaN if >20% + landsea_zerosNaNs = np.zeros((len(latbox),len(lonbox))) + #Open the parent land-sea mask file from outside the loop that is sliced according to the lat/lon bounds above + landsea_sliced = np.squeeze(lsm.isel(lat=slice(latmin,latmax),lon=slice(lonmin,lonmax))) + #Now loop through the sliced land-sea mask to assign NaNs to the grid points that are >20 + for i in range(0,len(latbox)): + for j in range(0,len(lonbox)): + if(landsea_sliced[i][j] > 20): + landsea_zerosNaNs[i][j]=np.nan + + #Getting h data and calculating h + g=9.8 #m/s^2 + Cp=1.00464e3 #J/(kg*K) + Lv=2.501e6 #J/kg + #Getting geopotential + phi = np.squeeze(phi_ds['zg'].isel(time=tind,lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + #Getting temp + T = np.squeeze(T_ds['ta'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + #Getting q + q = np.squeeze(q_ds['hus'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + #Calculate MSE + mse = Cp*T + g*phi + Lv*q + #Calculate MSE (Temperature Contribution) + mseT = Cp*T + #Calculate MSE (Moisture Contribution) + mseMoist = Lv*q + #Get dp and range of p from any of datasets above as they all use same p and indexing + dp = -1*np.diff(phi_ds['plev'].isel(plev=slice(iminplev-1,iupperplev+1))) #To get a positive dp + dptile = np.transpose(np.tile(dp,(mse.shape[1],mse.shape[2],1)),(2,0,1)) + #Do column integration for column-integrated MSE + h = sum(mse[iminplev:iupperplev+1,:,:]*dptile)/g #Column-Integrated MSE + hTempContrib = sum(mseT[iminplev:iupperplev+1,:,:]*dptile)/g #Column-Integrated MSE (Only Temperature Contribution) + hMoistContrib = sum(mseMoist[iminplev:iupperplev+1,:,:]*dptile)/g #Column-Integrated MSE (Only Moisture Contribution) + + #Net LW at sfc regular (rlus-rlds) + rlus = np.squeeze(rlus_ds['rlus'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + rlds = np.squeeze(rlds_ds['rlds'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + netLWsfc = rlus - rlds + + #Net SW at sfc regular (rsds - rsus) + rsds = np.squeeze(rsds_ds['rsds'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + rsus = np.squeeze(rsus_ds['rsus'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + netSWsfc = rsds - rsus + + #Net LW at TOA regular (rlut) (no downwelling of LW at TOA) + rlut = np.squeeze(rlut_ds['rlut'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + netLWtoa = rlut + + #Net SW at TOA regular (rsdt - rsut) (only one downwelling SW at TOA variable, incident) + rsdt = np.squeeze(rsdt_ds['rsdt'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + rsut = np.squeeze(rsut_ds['rsut'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + netSWtoa = rsdt - rsut + + #Column LW Flux Convergence regular (netLWsfc - netLWtoa) + ClmnLWfluxConv = netLWsfc - netLWtoa + + #Column SW Flux Convergence regular (netSWtoa - netSWsfc) + ClmnSWfluxConv = netSWtoa - netSWsfc + + #Column Radiative Flux Convergence regular (ClmnLWfluxConv + ClmnSWfluxConv) + ClmnRadfluxConv = ClmnLWfluxConv + ClmnSWfluxConv + + #Surface Moist Enthalpy Flux, sfc upward latent heat flux + sfc upward sensible heat flux (hfls + hfss) + hfls = np.squeeze(hfls_ds['hfls'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + hfss = np.squeeze(hfss_ds['hfss'].isel(time=tind, lat=slice(latmin,latmax), lon=slice(lonmin,lonmax))) + SfcMoistEnthalpyFlux = hfls + hfss + + #Outgoing Longwave Radiation (OLR): + OLR = rlut + + #MSE Budget Variables Calculations + havg = boxavg(h, latbox, lonbox) + hanom = h-havg + + hTempavg = boxavg(hTempContrib, latbox, lonbox) + hTempanom = hTempContrib-hTempavg + + hMoistavg = boxavg(hMoistContrib, latbox, lonbox) + hMoistanom = hMoistContrib-hMoistavg + + LWavg = boxavg(ClmnLWfluxConv, latbox, lonbox) + LWanom = ClmnLWfluxConv-LWavg + + OLRavg = boxavg(OLR, latbox, lonbox) + OLRanom = OLR-OLRavg + + SWavg = boxavg(ClmnSWfluxConv, latbox, lonbox) + SWanom = ClmnSWfluxConv-SWavg + + RADavg = boxavg(ClmnRadfluxConv, latbox, lonbox) + RADanom = ClmnRadfluxConv-RADavg + + SEFavg = boxavg(SfcMoistEnthalpyFlux, latbox, lonbox) + SEFanom = SfcMoistEnthalpyFlux-SEFavg + + HFLSavg = boxavg(hfls, latbox, lonbox) + HFLSanom = hfls-HFLSavg + + HFSSavg = boxavg(hfss, latbox, lonbox) + HFSSanom = hfss-HFSSavg + + hvar = np.multiply(np.array(hanom),np.array(hanom)) + + hMoistvar = np.multiply(np.array(hMoistanom),np.array(hMoistanom)) + + hTempvar = np.multiply(np.array(hTempanom),np.array(hTempanom)) + + hanomLWanom = np.multiply(np.array(hanom),np.array(LWanom)) + + hanomOLRanom = np.multiply(np.array(hanom),np.array(OLRanom)) + + hanomSWanom = np.multiply(np.array(hanom),np.array(SWanom)) + + hanomRADanom = np.multiply(np.array(hanom),np.array(RADanom)) + + hanomSEFanom = np.multiply(np.array(hanom),np.array(SEFanom)) + + hanomHFLSanom = np.multiply(np.array(hanom),np.array(HFLSanom)) + + hanomHFSSanom = np.multiply(np.array(hanom),np.array(HFSSanom)) + + hMoistanomLWanom = np.multiply(np.array(hMoistanom),np.array(LWanom)) + + hMoistanomOLRanom = np.multiply(np.array(hMoistanom),np.array(OLRanom)) + + hMoistanomSWanom = np.multiply(np.array(hMoistanom),np.array(SWanom)) + + hMoistanomRADanom = np.multiply(np.array(hMoistanom),np.array(RADanom)) + + hMoistanomSEFanom = np.multiply(np.array(hMoistanom),np.array(SEFanom)) + + hMoistanomHFLSanom = np.multiply(np.array(hMoistanom),np.array(HFLSanom)) + + hMoistanomHFSSanom = np.multiply(np.array(hMoistanom),np.array(HFSSanom)) + + hTempanomLWanom = np.multiply(np.array(hTempanom),np.array(LWanom)) + + hTempanomOLRanom = np.multiply(np.array(hTempanom),np.array(OLRanom)) + + hTempanomSWanom = np.multiply(np.array(hTempanom),np.array(SWanom)) + + hTempanomRADanom = np.multiply(np.array(hTempanom),np.array(RADanom)) + + hTempanomSEFanom = np.multiply(np.array(hTempanom),np.array(SEFanom)) + + hTempanomHFLSanom = np.multiply(np.array(hTempanom),np.array(HFLSanom)) + + hTempanomHFSSanom = np.multiply(np.array(hTempanom), np.array(HFSSanom)) + + #Now save the data variables to its corresponding save name created in outer loop and add the land-sea mask to convert >20% land grids to NaN + #4D Variables + h_save[s,t,0:len(latbox),0:len(lonbox)] = h + landsea_zerosNaNs + hMoistContrib_save[s,t,0:len(latbox),0:len(lonbox)] = hMoistContrib + landsea_zerosNaNs + hTempContrib_save[s,t,0:len(latbox),0:len(lonbox)] = hTempContrib + landsea_zerosNaNs + ClmnLWfluxConv_save[s,t,0:len(latbox),0:len(lonbox)] = ClmnLWfluxConv + landsea_zerosNaNs + ClmnSWfluxConv_save[s,t,0:len(latbox),0:len(lonbox)] = ClmnSWfluxConv + landsea_zerosNaNs + ClmnRadfluxConv_save[s,t,0:len(latbox),0:len(lonbox)] = ClmnRadfluxConv + landsea_zerosNaNs + OLR_save[s,t,0:len(latbox),0:len(lonbox)] = OLR + landsea_zerosNaNs + hfls_save[s,t,0:len(latbox),0:len(lonbox)] = hfls + landsea_zerosNaNs + hfss_save[s,t,0:len(latbox),0:len(lonbox)] = hfss + landsea_zerosNaNs + sfcMoistEnthalpyFlux_save[s,t,0:len(latbox),0:len(lonbox)] = SfcMoistEnthalpyFlux + landsea_zerosNaNs + #MSE Budget Variables + hanom_save[s,t,0:len(latbox),0:len(lonbox)] = hanom + landsea_zerosNaNs + hvar_save[s,t,0:len(latbox),0:len(lonbox)] = hvar + landsea_zerosNaNs + hMoistvar_save[s,t,0:len(latbox),0:len(lonbox)] = hMoistvar + landsea_zerosNaNs + hTempvar_save[s,t,0:len(latbox),0:len(lonbox)] = hTempvar + landsea_zerosNaNs + hanom_LWanom_save[s,t,0:len(latbox),0:len(lonbox)] = hanomLWanom + landsea_zerosNaNs + hanom_OLRanom_save[s,t,0:len(latbox),0:len(lonbox)] = hanomOLRanom + landsea_zerosNaNs + hanom_SWanom_save[s,t,0:len(latbox),0:len(lonbox)] = hanomSWanom + landsea_zerosNaNs + hanom_RADanom_save[s,t,0:len(latbox),0:len(lonbox)] = hanomRADanom + landsea_zerosNaNs + hanom_SEFanom_save[s,t,0:len(latbox),0:len(lonbox)] = hanomSEFanom + landsea_zerosNaNs + hanom_hflsanom_save[s,t,0:len(latbox),0:len(lonbox)] = hanomHFLSanom + landsea_zerosNaNs + hanom_hfssanom_save[s,t,0:len(latbox),0:len(lonbox)] = hanomHFSSanom + landsea_zerosNaNs + hMoistanom_LWanom_save[s,t,0:len(latbox),0:len(lonbox)] = hMoistanomLWanom + landsea_zerosNaNs + hMoistanom_OLRanom_save[s,t,0:len(latbox),0:len(lonbox)] = hMoistanomOLRanom + landsea_zerosNaNs + hMoistanom_SWanom_save[s,t,0:len(latbox),0:len(lonbox)] = hMoistanomSWanom + landsea_zerosNaNs + hMoistanom_RADanom_save[s,t,0:len(latbox),0:len(lonbox)] = hMoistanomRADanom + landsea_zerosNaNs + hMoistanom_SEFanom_save[s,t,0:len(latbox),0:len(lonbox)] = hMoistanomSEFanom + landsea_zerosNaNs + hMoistanom_hflsanom_save[s,t,0:len(latbox),0:len(lonbox)] = hMoistanomHFLSanom + landsea_zerosNaNs + hMoistanom_hfssanom_save[s,t,0:len(latbox),0:len(lonbox)] = hMoistanomHFSSanom + landsea_zerosNaNs + hTempanom_LWanom_save[s,t,0:len(latbox),0:len(lonbox)] = hTempanomLWanom + landsea_zerosNaNs + hTempanom_OLRanom_save[s,t,0:len(latbox),0:len(lonbox)] = hTempanomOLRanom + landsea_zerosNaNs + hTempanom_SWanom_save[s,t,0:len(latbox),0:len(lonbox)] = hTempanomSWanom + landsea_zerosNaNs + hTempanom_RADanom_save[s,t,0:len(latbox),0:len(lonbox)] = hTempanomRADanom + landsea_zerosNaNs + hTempanom_SEFanom_save[s,t,0:len(latbox),0:len(lonbox)] = hTempanomSEFanom + landsea_zerosNaNs + hTempanom_hflsanom_save[s,t,0:len(latbox),0:len(lonbox)] = hTempanomHFLSanom + landsea_zerosNaNs + hTempanom_hfssanom_save[s,t,0:len(latbox),0:len(lonbox)] = hTempanomHFSSanom + landsea_zerosNaNs + + #3D Variables + latbox_save[s,t,0:len(latbox)] = latbox + lonbox_save[s,t,0:len(lonbox)] = lonbox + + #2D Variables + maxwind_save[s,t] = maxwind[t] + minSLP_save[s,t] = minSLP[t] + Clat_save[s,t] = clat + Clon_save[s,t] = clon + year_save[s,t] = yr[t] + month_save[s,t] = mo[t] + day_save[s,t] = d[t] + hour_save[s,t] = hr[t] + +##### Save the variables, regular variables for each year and budget variables for each year + regvars_ds = xr.Dataset( + data_vars = dict( + h=(['numstorms','numsteps','latlen','lonlen'],h_save,{'units':'J/m^2','long_name':'Column-Integrated MSE','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hMoistContrib=(['numstorms','numsteps','latlen','lonlen'],hMoistContrib_save,{'units':'J/m^2','long_name':'Column-Integrated MSE','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hTempContrib=(['numstorms','numsteps','latlen','lonlen'],hTempContrib_save,{'units':'J/m^2','long_name':'Column-Integrated MSE','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + ClmnLWfluxConv=(['numstorms','numsteps','latlen','lonlen'],ClmnLWfluxConv_save,{'units':'W/m^2','long_name':'Column LW Flux Convergence','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + ClmnSWfluxConv=(['numstorms','numsteps','latlen','lonlen'],ClmnSWfluxConv_save,{'units':'W/m^2','long_name':'Column SW Flux Convergence','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + ClmnRadfluxConv=(['numstorms','numsteps','latlen','lonlen'],ClmnRadfluxConv_save,{'units':'W/m^2','long_name':'Column Radiative Flux Convergence','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + OLR=(['numstorms','numsteps','latlen','lonlen'],OLR_save,{'units':'W/m^2','long_name':'Outgoing LW Radiation','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hfls=(['numstorms','numsteps','latlen','lonlen'],hfls_save,{'units':'W/m^2','long_name':'Surface Upward Latent Heat Flux','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hfss=(['numstorms','numsteps','latlen','lonlen'],hfss_save,{'units':'W/m^2','long_name':'Surface Upward Sensible Heat Flux','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + SEF=(['numstorms','numsteps','latlen','lonlen'],sfcMoistEnthalpyFlux_save,{'units':'W/m^2','long_name':'Surface Moist Enthalpy Flux','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + latitude=(['numstorms','numsteps','latlen'],latbox_save,{'units':'Degrees','long_name':'Latitude','_FillValue':-9999,'GridType':'1.0 deg Latitude Spacing'}), + longitude=(['numstorms','numsteps','lonlen'],lonbox_save,{'units':'Degrees','long_name':'Longitude','_FillValue':-9999,'GridType':'1.25 deg Longitude Spacing'}), + maxwind=(['numstorms','numsteps'],maxwind_save,{'units':'m/s','long_name':'Maximum Wind Speed','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + minSLP=(['numstorms','numsteps'],minSLP_save,{'units':'hPa','long_name':'Minimum Sea Level Pressure','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + centerLat=(['numstorms','numsteps'],Clat_save,{'units':'Degrees','long_name':'TC Center Latitude Position','_FillValue':-9999,'GridType':'1.0 deg Latitude Spacing'}), + centerLon=(['numstorms','numsteps'],Clon_save,{'units':'Degrees','long_name':'TC Center Longitude Position','_FillValue':-9999,'GridType':'1.25 deg Longitude Spacing'}), + year=(['numstorms','numsteps'],year_save,{'units':'Year of given storm','long_name':'year'}), + month=(['numstorms','numsteps'],month_save,{'units':'Month of given storm','long_name':'month'}), + day=(['numstorms','numsteps'],day_save,{'units':'Day of given storm','long_name':'day'}), + hour=(['numstorms','numsteps'],hour_save,{'units':'Hour of given storm','long_name':'hour'}) + ) + ) + regvars_ds.to_netcdf(os.environ['WK_DIR']+ '/model/Model_Regular_Variables_'+str(year)+'.nc') + regvars_ds.close() + + budgvars_ds = xr.Dataset( + data_vars = dict( + hanom=(['numstorms','numsteps','latlen','lonlen'],hanom_save,{'units':'J/m^2','long_name':'Column-Integrated MSE Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hvar=(['numstorms','numsteps','latlen','lonlen'],hvar_save,{'units':'J^2*m^-4','long_name':'Variance of Anomaly of Column-Integrated MSE','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hMoistvar=(['numstorms','numsteps','latlen','lonlen'],hMoistvar_save,{'units':'J^2*m^-4','long_name':'Variance of Anomaly of Moist Contribution of h','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hTempvar=(['numstorms','numsteps','latlen','lonlen'],hTempvar_save,{'units':'J^2*m^-4','long_name':'Variance of Anomaly of Temp Contribution of h','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hanom_LWanom=(['numstorms','numsteps','latlen','lonlen'],hanom_LWanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of LW Anomaly and h Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hanom_OLRanom=(['numstorms','numsteps','latlen','lonlen'],hanom_OLRanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of OLR Anomaly and h Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hanom_SWanom=(['numstorms','numsteps','latlen','lonlen'],hanom_SWanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of SW Anomaly and h Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hanom_RADanom=(['numstorms','numsteps','latlen','lonlen'],hanom_RADanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of RAD Anomaly and h Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hanom_SEFanom=(['numstorms','numsteps','latlen','lonlen'],hanom_SEFanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of SEF Anomaly and h Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hanom_hflsanom=(['numstorms','numsteps','latlen','lonlen'],hanom_hflsanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of HFLS Anomaly and h Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hanom_hfssanom=(['numstorms','numsteps','latlen','lonlen'],hanom_hfssanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of HFSS Anomaly and h Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hMoistanom_LWanom=(['numstorms','numsteps','latlen','lonlen'],hMoistanom_LWanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of LW Anomaly and hMoistContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hTempanom_LWanom=(['numstorms','numsteps','latlen','lonlen'],hTempanom_LWanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of LW Anomaly and hTempContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hMoistanom_SWanom=(['numstorms','numsteps','latlen','lonlen'],hMoistanom_SWanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of SW Anomaly and hMoistContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hTempanom_SWanom=(['numstorms','numsteps','latlen','lonlen'],hTempanom_SWanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of SW Anomaly and hTempContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hMoistanom_OLRanom=(['numstorms','numsteps','latlen','lonlen'],hMoistanom_OLRanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of OLR Anomaly and hMoistContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hTempanom_OLRanom=(['numstorms','numsteps','latlen','lonlen'],hTempanom_OLRanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of OLR Anomaly and hTempContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hMoistanom_RADanom=(['numstorms','numsteps','latlen','lonlen'],hMoistanom_RADanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of RAD Anomaly and hMoistContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hTempanom_RADanom=(['numstorms','numsteps','latlen','lonlen'],hTempanom_RADanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of RAD Anomaly and hTempContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hMoistanom_SEFanom=(['numstorms','numsteps','latlen','lonlen'],hMoistanom_SEFanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of SEF Anomaly and hMoistContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hTempanom_SEFanom=(['numstorms','numsteps','latlen','lonlen'],hTempanom_SEFanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of SEF Anomaly and hTempContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hMoistanom_hflsanom=(['numstorms','numsteps','latlen','lonlen'],hMoistanom_hflsanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of HFLS Anomaly and hMoistContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hTempanom_hflsanom=(['numstorms','numsteps','latlen','lonlen'],hTempanom_hflsanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of HFLS Anomaly and hTempContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hMoistanom_hfssanom=(['numstorms','numsteps','latlen','lonlen'],hMoistanom_hfssanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of HFSS Anomaly and hMoistContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + hTempanom_hfssanom=(['numstorms','numsteps','latlen','lonlen'],hTempanom_hfssanom_save,{'units':'J^2*m^-4*s^-1','long_name':'Product of HFSS Anomaly and hTempContrib Anomaly','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + latitude=(['numstorms','numsteps','latlen'],latbox_save,{'units':'Degrees','long_name':'Latitude','_FillValue':-9999,'GridType':'1.0 deg Latitude Spacing'}), + longitude=(['numstorms','numsteps','lonlen'],lonbox_save,{'units':'Degrees','long_name':'Longitude','_FillValue':-9999,'GridType':'1.25 deg Longitude Spacing'}), + maxwind=(['numstorms','numsteps'],maxwind_save,{'units':'m/s','long_name':'Maximum Wind Speed','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + minSLP=(['numstorms','numsteps'],minSLP_save,{'units':'hPa','long_name':'Minimum Sea Level Pressure','_FillValue':-9999,'GridType':'Lat/Lon Grid'}), + centerLat=(['numstorms','numsteps'],Clat_save,{'units':'Degrees','long_name':'TC Center Latitude Position','_FillValue':-9999,'GridType':'1.0 deg Latitude Spacing'}), + centerLon=(['numstorms','numsteps'],Clon_save,{'units':'Degrees','long_name':'TC Center Longitude Position','_FillValue':-9999,'GridType':'1.25 deg Longitude Spacing'}), + year=(['numstorms','numsteps'],year_save,{'units':'Year of given storm','long_name':'year'}), + month=(['numstorms','numsteps'],month_save,{'units':'Month of given storm','long_name':'month'}), + day=(['numstorms','numsteps'],day_save,{'units':'Day of given storm','long_name':'day'}), + hour=(['numstorms','numsteps'],hour_save,{'units':'Hour of given storm','long_name':'hour'}) + ) + ) + budgvars_ds.to_netcdf(os.environ['WK_DIR']+ '/model/Model_Budget_Variables_'+str(year)+'.nc') + budgvars_ds.close() diff --git a/diagnostics/TC_MSE/doc/TC_MSE.rst b/diagnostics/TC_MSE/doc/TC_MSE.rst new file mode 100644 index 000000000..a9d3b6aad --- /dev/null +++ b/diagnostics/TC_MSE/doc/TC_MSE.rst @@ -0,0 +1,157 @@ +.. This is a comment in RestructuredText format (two periods and a space). + +.. Note that all "statements" and "paragraphs" need to be separated by a blank + line. This means the source code can be hard-wrapped to 80 columns for ease + of reading. Multi-line comments or commands like this need to be indented by + exactly three spaces. + +.. Underline with '='s to set top-level heading: + https://docutils.sourceforge.io/docs/user/rst/quickref.html#section-structure + +TC MSE Variance Budget Analysis +=============================== + +Last Update: 2/16/2023 + +This POD computes the column-integrated mosit static energy (MSE) and its variance budget for +TC snapshots which are generated using track data. These model snapshots are then composited and compared +to 5 reanalysis datasets which the same above computations have also been completed prior. + +.. Underline with '-'s to make a second-level heading. + +Version & Contact info +---------------------- + +- Version/revision information: version 1 (2/16/2023) +- PI: Allison Wing, Florida State University, awing@fsu.edu +- Developer/point of contact: Jarrett Starr, Florida State University, jstarr2@fsu.edu +- Other Contributors: Caitlin Dirkes, Suzana Camargo, Daehyun Kim + +.. Underline with '^'s to make a third-level heading. + +Open source copyright agreement +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +The MDTF framework is distributed under the LGPLv3 license (see LICENSE.txt). +Unless you've distributed your script elsewhere, you don't need to change this. + +Functionality +------------- + +Track data is read in as a .txt file to gather the center latitude and longitude position, maximum velocity (vmax), minimum sea leavel pressure, +and the date at each timestep. Once the track data is read in, it is then used to create tropical cyclone (TC) snapshots following the storm in +a 10 degree by 10 degree box. Each snapshot then has the column-integrated moist static energy (MSE) calculated as well as the longwave, shortwave, +and surface flux feedbacks in the MSE variance budget equation. Then, the snapshots are trimmed to only account for times where the TC is intensifying +and is equatorward of 30 degrees. The remaining snapshots are then binned by vmax in 3 meter per second bins and box-averaged values of each snapshot are +calculated. These binned snapshots and their box averages are composited across the bins. The composites are then used for analysis comparing to 5 reanalysis +datasets (ERA-5, ERA-Interim, MERRA-2, CFSR, JRA-55) which have already been run through the above framework. Plots of the composite spatial view of feedback +terms and anomaly of MSE for select bins are made for each reanalysis and model. The composite spatial views are azimuthally-averaged and plotted comparing across +different bins for each feedback term. The bin composites of box-averaged feedbacks are compared across the various vmax bins, which a feedback-normalized +version of this plot is made as well. The bin composites of box-averaged feedbacks are also scattered by percent of storms intensifying from one bin to another, +which again a feedback-normalized version of this plot is also created. + +When and how each of the scripts are utilized in the driver script (TC_MSE_Driver.py) is as follows: + +1. TC_snapshot_MSE_calc.py is called which is where the snapshotting of each TC timestep is done along with the afromentioned calculations +and files are created and saved by year. + +2. Binning_and_compositing.py is called which takes all of the files that were created in step 1, concatenates them, and then bins as well as composites each +of the snapshots and its variables by vmax. The budget variables are also box-averaged and normalized in this step as well. + +3. Plotting.py is called which imports all of the plotting functions that are in the Plotting_Functions.py script and generates then saves the plots that are +desired. The user may comment out any of the plotting functions that are called in the Plotting.py script they do not want. + +Required programming language and libraries +------------------------------------------- + +Written using conda version 4.10.1 and python version 3.9.13 + +matplotlib, numpy, pandas, xarray, scipy, sys + +Required model output variables +------------------------------- + +The following 3-D (time-lat-lon) and 4-D (time-plev-lat-lon) variables are required: + +3-D Variables: + +Surface Downwelling LW Flux in Air, Units: W m-2, Frequency: 6-hourly +Surface Downwelling SW Flux in Air, Units: W m-2, Frequency: 6-hourly +Surface Upwelling LW Flux in Air, Units: W m-2, Frequency: 6-hourly +Surface Upwelling SW Flux in Air, Units: W m-2, Frequency: 6-hourly +Surface Upward Latent Heat Flux, Units: W m-2, Frequency: 6-hourly +Surface Upward Sensible Heat Flux, Units: W m-2, Frequency: 6-hourly +Top of Atmosphere Outgoing LW Flux, Units: W m-2, Frequency: 6-hourly +Top of Atmosphere Outgoing SW Flux, Units: W m-2, Frequency: 6-hourly +Top of Atmosphere Incoming SW Flux, Units: W m-2, Frequency: 6-hourly + +4-D Variables: + +Air Temperature, Units: K, Frequency: 6-hourly +Geopotential Height, Units: m, Frequency: 6-hourly +Specific Humidity, Units: 1.0, Frequency: 6-hourly + +References +---------- + +1. Wing, A. A., Camargo, S. J., Sobel, A. H., Kim, D., Moon, Y., Murakami, H., Reed, K. A., Vecchi, G. A., Wehner, M. F., +Zarzycki, C., & Zhao, M. (2019). Moist Static Energy Budget Analysis of Tropical Cyclone Intensification in High-Resolution Climate Models, +Journal of Climate, 32(18), 6071-6095, https://doi.org/10.1175/JCLI-D-18-0599.1. + +2. Dirkes, C. A., Wing, A. A., Camargo, S. J., Kim, D. (2022). Process-oriented diagnosis of tropical cyclones in reanalyses using a moist static +energy variance budget, Journal of Climate (In review). + +More about this diagnostic +-------------------------- + +The MSE variance budget has been shown in Wing et al. (2019) to play an important role in the development of TCs. The MSE variance budget equation is shown below: + +.. math:: + + \frac{1}{2}\frac{\partial \hat{h}'^2}{\partial t} = \hat{h}' F'_{k} + \hat{h}' N'_{L} + \hat{h}' N'_{S} - \hat{h}'(\widehat{\vec{u}\cdot \nabla h})'. + +There are three diabatic feedback terms (on the RHS) which from left to right are the surface flux, longwave, and shortwave feedback respectively. The far right +feedback is the advective term which we do not calculate in the framework as we focus on the three diabatic terms only. Each of the feedback terms are considered +sources and sinks of MSE variance. The prime notation indicates the anomaly from the box average value of the given variable. For example, each 10 by 10 degree +snapshot has column-integrated MSE (:math:`\hat{h}`) calculated at each grid box in the snapshot. To get the anomaly you take the box average of the snapshot and +take the difference between the snapshot's box average value of column-integrated MSE and the column-integrated MSE at each grid box. Anomalies are also computed +for the surface enthalpy flux (:math:`F'_{k}`), column longwave radiative flux convergence (:math:`N'_{L}`), and the column shortwave radiative flux +convergence (:math:`N'_{S}`). When these flux anomalies are multiplied by the column-integrated MSE anomaly, we then have our full diabatic feedback terms which +tell us the sources and sinks of MSE variance. + +Sources of MSE variance are seen when a feedback term is positive, or when the moist regions get more moist and dry regions get more dry. Sinks of MSE variance +are seen when a feedback term is negative, or in the case where dry regions are being moistened and moist regions are being dried. In the areas closest to the TC +center, anomalies of column-integrated MSE will tend to be above the box average value giving a positive value of :math:`\hat{h}'`. In the event that a model or +reanalysis has the ability to detect an eye-like feature for a TC, the winds will be more calm in the center giving rise to a smaller surface enthalpy flux and a +negative value of :math:`F'_{k}`. Therefore, in this scenario we would observe the surface flux feedback term being a sink of MSE variance. This can be observed in +the spatial composite plots of the finer horizontal resolution reanalyses that pick up on the eye-like features which we typically observe in TCs. It has been shown +in Wing et al. (2019) and Dirkes et al. (2022) that sources of MSE variance play an important role in TC development and its intensification to its lifetime maximum +intensity (LMI). + +The binning of these snapshots are done based on vmax so we can keep the snapshot compositing consistent across different storms. Wing et al. (2019) notes that +if we composite based on time leading up to LMI, the strength of the feedbacks will vary in a given snapshot as the LMI and preceding vmax for each storm can be +vastly different between any given storm. Therefore, by binning in 3 m/s bins we maintain a consistency between snapshots in each storm which allows us to +composite feedbacks that do not vary greatly in strength or magnitude in a given bin. + +Prior work done in Wing et al. (2019) and Dirkes et al. (2022) note the importance of the various plots generated in this POD. The spatial composite panel plotting +allows one to see a given model's spatial representation of the three diabatic feedback terms in comparison with the 5 reanalyses used in this POD for a given bin. +The azimuthal mean plotting gives another vantage point as to how the composited snapshots vary with radial distance from the center by intensity bin. This shows a line plot +of the afromentioned spatial composite plots and calculates the azimuthal average value radially outward from the center to show how the feedback changes as you distance +from the center. What can be noted is that as you distance farther from the center, all the feedbacks tend to approach zero which results from being too far from +the influence of the TC. Using the box-averaged values of the snapshot feedbacks, we can see how those values after being averaged across each bin vary as you increase in +intensity. It can be noted that as a storm increases in intensity, the areas nearest the TC become more moist so the variance of column-integrated MSE increases as you +increase in intensity. The three diabatic feedbacks also tend to increase as you increase in intensity. Each bin also has spread between box-averaged values used in the compositing, +to account for this error bars noting the 5 to 95% confidence interval are calculated and plotted for each feedback in each bin. The starting point for these box-averaged plots is +the 6 to 9 m/s bin and for a bin to be plotted there must be sufficient sample size (at least two) in the bins used for adequate error bars. An example of this plot can be noted below. + +.. _my-figure-tag: + +.. figure:: Box_Average_Plot.jpg + :align: left + :width: 75 % + +The normalized version of these box-averaged feedbacks are also calculated which is done by dividing each grid point by the column-integrated MSE variance. This is done to remove +the effect of column-integrated MSE anomalies increasing as a storm is intensifying. This allows one to look at the feedbacks as a growth rate of column-integrated MSE per day. +The last plots are looking at the percent of storms that intensify from one bin to the next as a function of feedback value. This is done to try and attribute some of the TC +climatological differences seen in modeling and the reanalyses used to their physical processes represented. These plots also use the same error bars as the previous plots for each of +the normalized and non-normalized feedbacks. From e3068fb748d32312c535476042af06727fdcec32 Mon Sep 17 00:00:00 2001 From: jcstarr Date: Tue, 21 Feb 2023 11:46:15 -0500 Subject: [PATCH 02/25] new file: src/config.jsonc --- src/config.jsonc | 134 +++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 134 insertions(+) create mode 100644 src/config.jsonc diff --git a/src/config.jsonc b/src/config.jsonc new file mode 100644 index 000000000..afac281d7 --- /dev/null +++ b/src/config.jsonc @@ -0,0 +1,134 @@ +// Configuration for MDTF-diagnostics driver script self-test. +// +// Copy this file and customize the settings as needed to run the framework on +// your own model output without repeating command-line options. Pass it to the +// framework at the end of the command line (positionally) or with the +// -f/--input-file flag. Any other explicit command line options will override +// what's listed here. +// +// All text to the right of an unquoted "//" is a comment and ignored, as well +// as blank lines (JSONC quasi-standard.) +{ + "case_list" : [ + // The cases below correspond to the different sample model data sets. Note + // that the MDTF package does not currently support analyzing multiple + // models in a single invocation. Comment out or delete the first entry and + // uncomment the second to run NOAA-GFDL-AM4 only for the MJO_prop_amp POD, + // and likewise for the SM_ET_coupling POD. + //{ + // "CASENAME" : "QBOi.EXP1.AMIP.001", + // "model" : "CESM", + // "convention" : "CESM", + // "FIRSTYR" : 1977, + // "LASTYR" : 1981, + // "pod_list": [ + // Optional: PODs to run for this model only (defaults to all) + // "Wheeler_Kiladis", + // "EOF_500hPa" + // "MJO_suite", + // "MJO_teleconnection" + //"convective_transition_diag" + //"precip_diurnal_cycle" + // ] + // } + //{ + // "CASENAME" : "GFDL.CM4.c96L32.am4g10r8", + // "model" : "AM4", + // "convention" : "GFDL", + // "FIRSTYR" : 1, + // "LASTYR" : 10, + // "pod_list" : ["MJO_prop_amp"] + //} + // { + // "CASENAME" : "Lmon_GISS-E2-H_historical_r1i1p1", + // "model" : "CMIP", + // "convention" : "CMIP", + // "FIRSTYR" : 1951, + // "LASTYR" : 2005, + // "pod_list" : ["SM_ET_coupling"] + // } + //{ + // "CASENAME" : "NCAR-CAM5.timeslice", + // "model" : "CESM", + // "convention" : "CMIP", + // "FIRSTYR" : 2000, + // "LASTYR" : 2004, + // "pod_list": ["example"] + // } + { + "CASENAME" : "GFDL.CM4.AMIP.1979010100-1983123123", + "model" : "AM4", + "convention" : "CMIP", + "FIRSTYR" : 1979, + "LASTYR" : 1983, + "pod_list" : ["TC_MSE"] + } + ], + // PATHS --------------------------------------------------------------------- + // Location of supporting data downloaded when the framework was installed. + + // If a relative path is given, it's resolved relative to the MDTF-diagnostics + // code directory. Environment variables (eg, $HOME) can be referenced with a + // "$" and will be expended to their current values when the framework runs. + + // Parent directory containing observational data used by individual PODs. + "OBS_DATA_ROOT": "/huracan/tank4/cornell/GCM/mdtf/inputdata/obs_data/", + + // Parent directory containing results from different models. + "MODEL_DATA_ROOT": "/huracan/tank4/cornell/GCM/mdtf/inputdata/model/", + + // Working directory. Defaults to OUTPUT_DIR if blank. + "WORKING_DIR": "../wkdir", + + // Directory to write output. The results of each run of the framework will be + // put in a subdirectory of this directory. + "OUTPUT_DIR": "../wkdir", + + // Location of the Anaconda/miniconda installation to use for managing + // dependencies (path returned by running `conda info --base`.) If empty, + // framework will attempt to determine location of system's conda installation. + "conda_root": "/home/conda", + + // Directory containing the framework-specific conda environments. This should + // be equal to the "--env_dir" flag passed to conda_env_setup.sh. If left + // blank, the framework will look for its environments in the system default + // location. + "conda_env_root": "/home/conda/envs", + + // SETTINGS ------------------------------------------------------------------ + // Any command-line option recognized by the mdtf script (type `mdtf --help`) + // can be set here, in the form "flag name": "desired setting". + + // Method used to fetch model data. + "data_manager": "Local_File", + + // Method used to manage dependencies. + "environment_manager": "Conda", + + // Settings affecting what output is generated: + + // Set to true to have PODs save postscript figures in addition to bitmaps. + "save_ps": true, + + // Set to true to have PODs save netCDF files of processed data. + "save_nc": true, + + // Set to true to save HTML and bitmap plots in a .tar file. + "make_variab_tar": false, + + // Set to true to overwrite results in OUTPUT_DIR; otherwise results saved + // under a unique name. + "overwrite": false, + + // Settings used in debugging: + + // Log verbosity level. + "verbose": 1, + + // Set to true for framework test. Data is fetched but PODs are not run. + "test_mode": false, + + // Set to true for framework test. No external commands are run and no remote + // data is copied. Implies test_mode. + "dry_run": false + } \ No newline at end of file From 33a5cf668edb0c857216ab9e1c1689a49c6f436c Mon Sep 17 00:00:00 2001 From: jcstarr Date: Tue, 21 Feb 2023 12:26:10 -0500 Subject: [PATCH 03/25] new file: diagnostics/TC_MSE/settings.jsonc --- diagnostics/TC_MSE/settings.jsonc | 148 ++++++++++++++++++++++++++++++ 1 file changed, 148 insertions(+) create mode 100644 diagnostics/TC_MSE/settings.jsonc diff --git a/diagnostics/TC_MSE/settings.jsonc b/diagnostics/TC_MSE/settings.jsonc new file mode 100644 index 000000000..12f06fdb3 --- /dev/null +++ b/diagnostics/TC_MSE/settings.jsonc @@ -0,0 +1,148 @@ +// This should be an ascii text file in JSON format +// (https://en.wikipedia.org/wiki/JSON#Data_types_and_syntax), with the addition +// that all text to the right of a "//" is a comment and ignored (sometimes +// called "JSONC" format). +// +{ + "settings" : { + // Name of the driver script. This should be a single script, taking no + // command-line arguments, which runs the entire analysis (calling any other + // scripts or subroutines as needed.) + "driver" : "TC_MSE_Driver.py", + + // Human-readable name of the diagnostic. May contain spaces. + "long_name" : "TC MSE Variance Budget diagnostic", + + // Modeling realm. If your diagnostic uses data from multiple realms, give + // this as a list. + "realm" : "atmos", + + // Human-readable name of the diagnostic. May contain spaces. This + // is used to describe your diagnostic on the top-level index.html page. + "description" : "TC MSE Variance Budget diagnostic", + + // (optional) Any diagnostic-specific environment variables, given as + // key:value pairs. The user can't change these at runtime, but they can be + // used to set site-specific installation settings for your diagnostic. + "pod_env_vars" : { + "latres": "1", + "lonres": "1.25", + "modelname": "AM4" + }, + + // Programs and third-party libraries your diagnostic needs to run. This is + // a set of key:value pairs, where "key" is the name of a language's + // executable and "value" is a list of all the libraries that language needs. + // The framework will ensure everything listed here is on your diagnostic's + // $PATH when it runs. + "runtime_requirements": { + "python3": ["matplotlib", "xarray", "numpy", "pandas", "scipy"] + } + }, + + // In this section, you define the names and units for the coordinates used by + // the variables defined below in the "varlist" section. Names in the + // "dimensions" attribute for each variable must correspond to a coordinate + // named here. + "dimensions": { + "lat": {"standard_name": "latitude"}, + "lon": {"standard_name": "longitude"}, + "time": {"standard_name": "time"}, + "plev": { + "standard_name": "air_pressure", + "units": "Pa", + "positive": "down", + "axis": "Z" + } + }, + + // In this section, you describe what model data your diagnostic uses. Add one + // list entry (the section in curly braces) for each variable, separated by + // commas. + "varlist" : { + "ta": { + "standard_name": "air_temperature", + "path_variable" : "ta_var", + "units": "K", + "frequency": "6hr", + "dimensions": ["time","plev","lat","lon"] + }, + "zg": { + "standard_name": "geopotential_height", + "path_variable" : "zg_var", + "units": "m", + "frequency": "6hr", + "dimensions": ["time","plev","lat","lon"] + }, + "hus": { + "standard_name": "specific_humidity", + "path_variable" : "hus_var", + "units": "1", + "frequency": "6hr", + "dimensions": ["time","plev","lat","lon"] + }, + "hfss": { + "standard_name": "surface_upward_sensible_heat_flux", + "path_variable" : "hfss_var", + "units": "W m-2", + "frequency": "6hr", + "dimensions": ["time","lat","lon"] + }, + "hfls": { + "standard_name": "surface_upward_latent_heat_flux", + "path_variable" : "hfls_var", + "units": "W m-2", + "frequency": "6hr", + "dimensions": ["time","lat","lon"] + }, + "rlds": { + "standard_name": "surface_downwelling_longwave_flux_in_air", + "path_variable" : "rlds_var", + "units": "W m-2", + "frequency": "6hr", + "dimensions": ["time","lat","lon"] + }, + "rlus": { + "standard_name": "surface_upwelling_longwave_flux_in_air", + "path_variable" : "rlus_var", + "units": "W m-2", + "frequency": "6hr", + "dimensions": ["time","lat","lon"] + }, + "rlut": { + "standard_name": "toa_outgoing_longwave_flux", + "path_variable" : "rlut_var", + "units": "W m-2", + "frequency": "6hr", + "dimensions": ["time","lat","lon"] + }, + "rsds": { + "standard_name": "surface_downwelling_shortwave_flux_in_air", + "path_variable" : "rsds_var", + "units": "W m-2", + "frequency": "6hr", + "dimensions": ["time","lat","lon"] + }, + "rsdt": { + "standard_name": "toa_incoming_shortwave_flux", + "path_variable" : "rsdt_var", + "units": "W m-2", + "frequency": "6hr", + "dimensions": ["time","lat","lon"] + }, + "rsus": { + "standard_name": "surface_upwelling_shortwave_flux_in_air", + "path_variable" : "rsus_var", + "units": "W m-2", + "frequency": "6hr", + "dimensions": ["time","lat","lon"] + }, + "rsut": { + "standard_name": "toa_outgoing_shortwave_flux", + "path_variable" : "rsut_var", + "units": "W m-2", + "frequency": "6hr", + "dimensions": ["time","lat","lon"] + } + } + } \ No newline at end of file From 067f5ab763f22496df08cc7c8d822f8f57c3d04d Mon Sep 17 00:00:00 2001 From: jcstarr Date: Tue, 21 Feb 2023 12:33:21 -0500 Subject: [PATCH 04/25] new file: diagnostics/TC_MSE/doc/Box_Average_Plot.jpg --- diagnostics/TC_MSE/doc/Box_Average_Plot.jpg | Bin 0 -> 204947 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 diagnostics/TC_MSE/doc/Box_Average_Plot.jpg diff --git a/diagnostics/TC_MSE/doc/Box_Average_Plot.jpg b/diagnostics/TC_MSE/doc/Box_Average_Plot.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f2cff34e27a5f8f22c6228910d57c83399ebc24 GIT binary patch literal 204947 zcmeFZ2T+t(B?1OgEg6Wt=EyiH0%LP|$*7fi`S&%(?^&&bHi&d6CjptvWfKzR50YtVfsN}+(bEF!kYl^s;t;|O-)H_m~?x2S1o>F7BgaB@B5 z77-N_myncF{7Xq$MOE#|iDf8z;_?q&H~`+ik@fGC{S#f}Sh{fW@$v9Mf9S%&b;k}oa(se&f`k+b&q1%9 z?%o#)AfkL6msQz8%qFajpnBsxev6u2WQ7CyhqQlC_OB5Z`2UHre<$p}(=`i_;^APK zher-Tfb&bPZ~nLb9)It_-!kw&M+SH{A+tspMJdp=*U$}+#pjq#g3>ET?LNtP{?n== zhSuuQqlToUdV<@%l*kZDoHJP}r2Pdlv`c_OG+>hdoxnYuzBoz2{`{;yt)Z3HT`L+T{`F0w4CxNcqb zftiGP!d=H30JSZF=GmXJbR{dH)3>!NnhSf)&|jPitjpLa z6uDJHv)ORLt6VrI&y@hmmo(zj$zHxwZuksM9#sURn=dw_&N6W$@@DH&<2|4ShCDZb z>yJ!~L9uN|qR>Z$b@D}j>IiOz$RQ(*Hk-x}rg?!+D=t`)G?eaFSd!-4QC48uw#L#{ zDwkzx#~QPGw8$w-t)`>7t^pW)i!(4$d`Oyuebd`~0Oh}}PcxnTf#gfUy-`ge`9}1P zYHo~mcbsa~y{$oK@R~fhDCIIQBlq!xNoZ-wDksjt1N})1uaZ%Dq_Fu*c@~GAfYEQU<$ieJ+f{HoECBA zynU(t<8c8Udm4^BiIO7J!|pxpoN?D9Q-&eOUze+SSUKR~=}x^)2}VOaN_I$mfdeF2APe~jnoU8ZaE30dv}W)uX+4(?vF2gHAA}h zWCK{bou%>AN%I<+R-rJBdY}S>l7e`jdm=GH~y?0 zt+@d#MT4599|#!de5EsAG$>49{*ofZ3wS7pHG%57)WmF)ULN0b6LROEa#}$p|yNF~-V`v~> zrRY`~qSWvUxmi|~Ng;yr6wj4ZWV@-yFA|0s)vmW`xzNLanv!09TlIH#Ba;q6ChtZ( zKkiC-S|`**XVpAkv+slPba%%{`lW9DN(tch%m}QZub!RcR zi+h-VHLL3m#64=+6JG88S5re3%A?%GP?N8vTi0QH=x(B`TxN_yCRu94MdWgMgtuZ5 zTCJvb(rsV+XeRU1CkFxcIO1E5j@=QL@3Ho?sIX9f01}^4H!PqL$(@X@mZvWG76Ckr zA7UgIsaB2a4dOj$2V~VmE-(7dV&LUQW)n5|pQi`-lqP!faTdNNTETH7E>nSXLS)~E z=MilYu1c>bnI5yMU}TL7cJK3K6Drf`zWAt8P@W=l7a_FU%S=@ZH!_JB;E%j;^7+*7 zSfa;%z%&V;nEvRKJV@d**IY0qZcf+UYmIBmU2_?nR1zp1IRr~PG2qaF#EHH(F~Q3w z)D|L=B*dB>E-WL;`A&20=G-+=U>uRxUzDe--U1s|$`erPbusha0C7XcH$X*jA12Bc zxJr*eT|xre?pQ`!Xo5HN2|@eG=%5<_uUr+yhuH1$r9gh2&MLDpv#9j~1zTMGrENLX zE8i(7ONn`jb13p$$4t8-2Fh`0pKQEl{v@l7cZ{Iuj}PYNi7fW|3+y7JRfu`W$aQV= zsv+bzM2I*$3DUwq$nq(ZnCn}1Dy(!>NRwNMc4wqR9<2fJPN+ah6EyCtP}-U-{36i7 zV~_X5F%a|RM@(nCGv%g)xqkWbnT&!~z}($D3XxR>%Y&uD9AwB#2k;Adtu!0D*a$)A z_Vap!8K4_ry?Be|bm|5;F&YEGJ(ElGwx)NTifpNq9|?aj;Lp=ftRrscl^?;8I1^?5 zT()(&^yNCC=-1MP#If9fWBlHT)7P9e30a@p9)9~wHvs#wCU(zC{4Ti-H*bKqW*4b` z`x7^Sofc?}@+JA=th%%U)1-jVX|x4F=*o0HmIv?R*;P$dUOu1tw0x_Sx;S5xHHPQP zfL+F3Eiq$A1jpeYj0#yjnEj(MO1IKORBnMc)d_ykJikajR^j&Z6#JtxRJF2DwQ+6n zDK}{z{Er`_-5lcx*$NoKhWWpgY+ zTr$FelAwZ2aISTEsEqpZwRWl{`wbl6hsQRGL1lj1LXiD{E=im#4XcNf2p%gE+F2opwnsiw*G*Yb`b;Eyl1Grgy zd^u|9f((u1$FRaGZ1uh^j{bNVC_4ZCu|G0l@<@%7=~8c+1uVi~ zb{j>bK2a)gzd71mh~ZO=wyv{&lH6wr=61agXkSEMC|b72hQfOKqrs>fW8Uf_K;@YG zzHYp8lUHIl)^`5}uwr_=v)OT(lsGa>Q2Oi0*>}rw;Q4-B28ukB473L7zJ6hVq&f)B zT^O>@G3XzY2#)v?`XYo^MQ22wNn-RT1Js|HzhR6<`P^qwrxz1;QKZczxSvfN@*{SCcUUDHW>s;*aA2=W*e!-vA*jcSWH@ zu)w*elMZiFl#`#6P9Il7tk~C_HxHIinTSTc_3F_^C|J5U;ylBOKKku|x{6oT$n=8>W(z&Ts9`{JRrh03-*27+g4cEy%&ST|5i$d8j5q-UoIm~L zj8O_mE*OK>_n&TcNg|)?B?;8*JQDrf%ZH!hZz;LXqVTDCt!QN)^Mfz0Y>gSVcJUF5TJR9uh%? zb}^HJEv?2>ukDf;Y3TMn4KsRT5u832G596mt5yF;C&fnP;gGv)YVOb}0Yifdzp0-1;n;7upfSBM z7TRVX0e`ftO}_Qq{YfZ}sy^5KMGk-(FV6$;l}qZwj4;y;+4^#RmGaA)qmYZfcLR(O z`qqBFQtJ>x6)QKq@=mGb3a#64HafA)Bs1^yBSq^Vg(Oe&TBBbJQHr}CeHST_S_^z8 zJh`l+@noo{4dkuIsOGb7Ohu7B*Kf%1VSq&_&BEf20?XL+XxC`a83uwl-f@B@**}PQ z8({~nya)zsx%?(0l1pz*nuhF+Rc1@0y1BWAgl&ESo*9c{pmLac_c%5%6HA>}WfQ+s z|Cv^D=KhAhj}Vz`r5WwkY}zb;t!0r>QO%i44zl=!H=j*zhU)aNtNgYR%&5KXRrNI6 zRO#o9Wa)xzq7pDI?OV`Ck74ipWjokGv(L)b11+Rnt^=LsW0@W-_v$uRG`lnIvhCJS zYswDy9}_h;DkTN1d*`6r4${oW^h(ht2=Q=lTUQ2Is(5LbdCIOxzDC1NDSOEfyS#M{_v+r%>`$oi4@8c1V4Rw9~=+-QY(Iz20duNbFS3J?lNm*ByAC3T8bLEQ9 z_6F!KbbwcsYz5AbJg(>;qA_(;p;|X=NtAkD>thaet#_O=mQiyou6aTgMoRb$r`IzT zxDr?eNAv~B(D{^b7tgbj&t<#X(5|@bNoBmU+u);7MsoJBP&e~9!}Wd^CVPEJkv5n2 zOmCoL1wc*#rpHLkq78<|NR5``b!&*4<`oB%2im|c1(8NxfM^*ys=^NW8#g# z`X8V+*0o=kT7;lz^usl9Xe%APa+VL(L4Xf;lAy4V688~6ileRU=_r57=;~K(hK`cj zy!Pb8gqq~>WiR@cm&y$u<+C_7J=p|N5I>8{O-b_n$z~)#^0nHbRP$4 zE^O4vS#S=o2gRYZKpdH{;_fA4v>E?bnRwdLycv&I77L7#9fN21fkdzO(}j3;holRj zC7I3jJ_t?vAqLN4(x40ai_7yfmzoKC_V2C8Zn5d{sOD;Yd>!WXA=BNJec>ybF3-0~ zXR$RtG1ELwVhi6pxs2C1>H40g0zb>|qn41&=bi80&x%D0Bovxv#jEu#hVZU!+yFLV zY_fIfC^op=M%(NIVslhDlqYCoAir-TeO@{c0@;+OT_i)9teS;QpVN0PDp4}OR&?=V z6MlM)^jGWk;5_|Z@D#&`Qd&K)Rj;dSinL3L9#U`&&0<}1PFG=LV+t$J@+DX>n)l|K zxF3)>0A(Nl0n%|{6NezEU!dTLnDKhuW7tk7(Pu+zUP|@Ym7z)i1A;^Yo{)%l4j5r? z&YxD}w`=ZdIHpi=bbsKc)Kf9`SLBx4|cf$USnb6c%Hv(^-65VAvsFAclxq7*C}7N z#!2;q0#CJN3SOYUZ|#BWb9q|KpGZRdPbA^fhl#XBm3O6fAZ~zgk^NWloML*!kVGSg z>wJk3G6?t8i=K?52fG<(;0EmU_GU~d!da5hFnWU8N%B!B--#N#cBZ8puMm+8xja)} zw4AgVs=7;0idRZRjC=v88ruA~A1yn{Uo#r! ziGLO|#Ac>Me#`ghJAoxy;l96I1nL@#^;`WeuRYUqx)<(09$gx z4e;s)xGp%|Ucx2UThR#6!tvPTJMiv=e5AxVcAJzs?}E~+JJb`-y_{HQk>P*R!20O2 z5Z}>@S;;3Ub0@MC<)tyD^PXf#e{=47VUP?$3Lj!&QkLVjHAO1i0NsJx;K~G;Z$yCm=i{Cq{VJ7pYH z1-4~T;?%BW1j=zDbpx2|>c!qy&KJTcHs-vus~I1*%eF}kA(o)A=Tp~2jMn;so?s*2)=?vdz z18UW^H!b2N)}{d2Yg#t9ov_NTwPs>R9gYXuex{rQrX1u6-r^l<-@6bZO zWwlS~XC-kulwKb{f^-GrZ&r**mVXna<*2_-{p&>_J3a4TL6f+Y0T<+^Du~-utq+YT zaCqzlnfn|drGN$MYNfY+nWm~~vYfSvCaPN#uabwgLvkKxR1)+Hu8?JhI$r(#8M>nH zMi4Wk8R@n#S=Kdzj}Ck+q`&-%48?v4cfV4LMdj9*FYTA!0GafqS0dk{IlIBJpGJu| zfARQ*XM!2wuJ$e~`<#0 zyLnJ~g0_C0^@|>7?BBitIJhBKpdM^~Sk}w0;|93kpa)$$`(4wX;2b?M8O}$=LG33+ z&dz<`*>r;UeiWA)Y2UX@4J~sb2d>lI+G;4+Tx9KCF(tt^9vTbS{~IpES3{*Hp2XZ zZ~nu5uJvGm(Tj^E*UM@T`Oa^}WasU+LTx(c8OuS{g*EN9v@cb7x$lVcm(3jW)v8zVe4~K)`mMH`j5v=YQ`xV`nhg^=Tmlz7;4m@ zA0v!k_Q{cmdjDHHyI9`W29tOVWHY2~G1hn+CLqic>d#pJqu+L7UH%S*T$VL5YPtbF zq)!_uRZP_ESM$bnKGs=?8KVs9B3o_N#G1AE;5@%yx&qhqJiCzaYzS$y(hXp$?Z*vV zuyp!Tw;^L%m}B#riCyjs2T4;Ia}BKH`aQWMSz+nicW*bm#$*-G>&x6V^iV(ZFbI=Q zs&dYb!ZS5O(D|c^Er@|n5Ac@OMNj1_N$cr3(08mx;ursV>IW;tJIw?qq1})mQ&i+? zP|mjYNYlIONH1xLFV-2HI2n`a%?OB)!;T-|t(Uvyyz_Whvmu`7N0pHx8?>EHT1|_X zIV0I__{4}vl<)nJ=J#gmNAu4rWrrTDP(KqVk88h-I0vKNnq7Xm0gkX^&KeK09NRst zA$sLUvUBciVz7W)SM_u*l@91PPJfbS&J-gUW4C<^Q3_tR%n$K?{cT}jO~Q1CCn=pl zxti#B@8T19F=31`jZv>@jDYXWPxWgG%*g$3>XA10ANS$$=8#^wn9;z7I+{`fPCuQr zXsg@sGZUmSxbuEjdnL*0a+G?774++GZR^>FH^46;fonPr;4MsVxh=d|^PB!|ow(E+ zLt~2m>ZdF1dfd*qStF`^y35Nfwn#gAjq;(lxG1K%GX{v8V z*{uA-a`#Gnfm$ilhF+iC_Fh8{?kw)E=4GF~*FDOPc!+h}-mLv-36@~MhkUj4*^(hj zp~N=%!xyg>dV}myW0Aj>uiyi6G}EH8BxZr<%G$HxdLc`;2d{oUlz-_C{Sxb~_tWqt z#T@3x5qo>66yt&L^|YSlHBmVw>LHY=ucwsCQfn~X#ow>_zB72)(eDv9@JQYZee->8&s3F9}mvz$)12(N&<7wr1Zn{uQ|OF!_~Fhc2SqbK9LgT9U|Cc$T5 z44ne69fns-?o@`WacV}gFZ)#+&RT_@m{6_z@TgW)*vL~b7+HihFbUU?j)6v&=;Sze zQbWVa(Bj$HR8GD@W1u++m0dW9l$dcJ#Kwfg8UXFNGf$*j@5lOBr~EGGfo4NBHYm$p zJPl48qZd2__HAJwZBwG)YQQ8)oU9lXch!{;bGoOyRP8FBTxmRq8nz6y05gW?TL{H{ zR5|qF!b?P%BWd&z&wj8+Pt(ehH}O(hqp;@LVr};GF6t)F&-LVk0F4Z zr36B2Q1939yQ*AAU(G09#%{g9xM9f>9IJ#pf+ z?3%!la(7@6Ge2*D{$!owdyO?86BF?UD_E`Q=+}Nz9K91Xa8(_Z%XNQ>xIouYG2GZG^NbnRGu50za ziJ0@MRMNiQv%|(96tEOC)R)y0ZOgbaPICPj9`86@$4s)%r_gQF{cMz&0I4@MQuk|~ zozt%1e3v`7Ch2P$$4GP5E-{bCQdfGR==)9e)u`f3b=Sel}$@_t7r`5{-i@JgFe zc5CG!tt>6me4;!C`=$%oZMF68Y(ti_YTCdnVR*srgy0KQ9o0E!V#$0#P5eOX5`t;v{@fsaHjfQ2b*IT)Q0n2i7Xi9<*zcR zSkee};l~9{7Ny*d?V0wMxdD2Y$ZBtZP#Q6JaXs<@${*g5-&J1M_DM(r#qKQE=B8H& zy*_tSK}7fTWn#KRZeCR%dwxkl`=0q>7v9OJ=fHKgL+KiVKf`vf%{oO(FWPJ6`8i9M zBTHDB`I$|~i$YY0BRIaI^TXM^LD)4;Cdr~KN@ews9<4AXu+mUh|8pk$O4`I&5T9s_ zsUUOhH>ix~Ba)`wjKZ3pW4frmjwa5qdqSP@>EH^bMO<8vKk=>sGY1kLE_V;s_%3TQ zufC?K$;eAuC$Wzr#J>1DlO`McW}5>~3A`1@?-lIL4Pe-YwD72@w@DSW?5bd7HRp8k zCzC$OB*x&P&R@#0nUUDiIM2__ckkPByy@jsXzSpglA>?DY$)mm?Y9FLBKy zE?PR6dq{W0Mmq#}#XCY+o*mc@JirK{SmQr==>In8MJ{_#d75ZzTF+3N#45W<&@peUw%*NVk0{#^3y``Qk)LJS4cW?y%R_2)TaU zj^Jr}%aJ4?jI!l8=T_gBHb z&~C+bn%{c5Ez21dHnLMvGWOelhz;||u#uN(EEX)oUtdYw00T0UkUbtwOhkmgGI-5-59s^^b6f&J>3mkP< z#RcJRm`)9*jFaE$$|BV77yS)isxD3cY<=#IkqDVxkUOc?CwPwfY}bbR`pUIDKz!Ee z%ZONVas}P{{iP~Z_ zfc4rD5Hk zts7&Ws;rs4)B^QoV8v>^ba&|x8tS)eqDq)C8vwn?_F z|Km;Qi^(I{?}}DoEGLZMZA+0iz+bsO>dT2b2ykeeJjwOvcY-&-yJUYkHH2QQjN-SJHt)zsZB$%ntEl%N0#P(O9TbuQbMvG;Q=Dn2*|l+x@N{qH_j#RXf)G z9lelo#wh{gW~-o(@erL_buEPhnW^$Z-#_cJ!`tSuLZQL|c%1JYuI^qn9-@Ukq=)ez z`Q*Vp2Eqt$4TAH3(-wT5(zkYiG|y48-*OD&C(stm?P;m^P&#g*kK|j6CqWyMo?qNs4w~zUVlyb%z3wA zS)^S-UU6>U*{5WSsPAcnbabzBtkP%7&R4+x-g?WilxBHViZ)e-RN*TPOXLZjCoclY zga>dNhRTDM$h~>2WEbPgvO@4}#AZx~NR~;{iSSNK1%j{<^R-Hk?jj?ce;7?;yGoaf z_ak~r-MQ-!7l(0ulW`0*_K(7ve;h{sIgtEcKVbEJU>sCRFMWEPSWw<|nKaD8Kr@5U zOYN1)((ClE#Ut2KiVz5m>nB4dv1!c61N*(?*_!8t@66eGv(rHvW_r)%S$K@lU{r9K zEwe+}{eb!CbDESu-99varRWJ~Kr@5oGW51mj-l#=*c$I~MMv^ufRiZ%06fXA?Q*~Q z%e+|4?=V2C6seb^oK}ox8XIep>Pkuo#d%ywVf_-IG9T}4?|Vq!B@HRY_m_je?!4IB zeJ@km0>4*TKPORM!j%aIq0F&o6;G!5PM0V@>8ih_F#6TIf>_IzCX8F`!&dDKguiCHkm0P8PvqNP zK8pal5Yf}$-ByO)A|GU&F&PjJjH$*{k)vN_vEpt2+N|Soj^M)U@D)OF_A!ef-)ZJ< z_4@FS;4p&E3bdrff9!`is#vc3-Sz}^W`NXJSa9d`cf2RF>@?)nP}kx}Vo zmF+|T#U6RHW(LLvqqri%z2mB4F*+gOExV0twiWSi=xtQq#EZ&tnZt?&Vm2oa+;APE zu~zxlySrvO&*kY-F|nX9w4`6o0{^c=R_hoKF4g60g$`_LM;XP2Bo)MyC&k$jc!f<~ z^zH8MaN*%~$T4Z&f=NFePXr4sl5diuwKG1CUY}^LMC2kt?a8Kc*c|6Ce)c2&*HEG9 zb^fRJQH(J=Ua|SPZi!l;K?tH4!-;}C_i(j#aP~E;*{+u-1~v4*^CH(}!D6PKCF(e` z5_s=?x?hcef0WnWyyklCsVF7RC=4RsfLIDRxh7lH|J_jQ-#g0uzLGs%__RDjh6xec zXQ&tLs`2<-@u<|kJS){k4vuH95U_wBO2o#1ThNcU+N) zValx^FJDO|_`?A5^e(z#uV_k~qr*^d9ORp$1y^C0f^8{j?-7i5+l(1nXtQMYS#pyk^3px0L1KK304X@|!0(M2RV!R2e*$dg*!gAiZ;yoz6Wx z$v21GOhA#QH-nh-SLrwSQ?;X_KHBd}EPIG$a4w*WEbm${>q;k=I*hD!Z=Blv%(rhp z-0`XC=!Ze9G0vEyFg$hJ?`?tct|7XeDH2L?_dq`mo8n5{c#AOWVPUa-K2WT`^KADh z+>K>ENB*?4?h#~x>O{ON17{8f>S}wfrqr{(|9in0$A3QxfXv|KPo|&XL?U0TJT;Y# z;JKn(tDUx=7}ER5l<>frs69g(m%h-;#-vHF;2S-NRx|d&@9h{Ytetw$2Tow~P zr7JJq$^<8`p)`=vJ?C7PCr7>hNd8=}-}cOdB;+UU;Wx(J`ifgA-Nih(Y*`~}>2oUxBY zkWYlATM#_7`KpH5zAwkyia?bmne)5ERta$6?&x=N)Jb{4R_3i#)6X{9Ho8srQIC0y zth=AH?q&MsFSeS0M=7i|dRxj~S{u~bE98OC8YC4TxI|xUo4pvvRtRBLruANJ>Q$Fi zX>JuX-AnRYv=HHM3s%x}(1TXpdXy-V`{$~3q&sxeHy~jIu(=t#!>#(jSJEvBt0dI;^kpPuB7Mu_r&k z8ZxIZaL}p7TjPd&prG`$MnYirqOUCUp9{Ef?OVStJXo_v=+?m|jy}T=sR| zp#JL1g#AZ(PclIvj-Ihk&PMUK;hrjiA|_Io0^A3)BNDl>j`k%q_!bo46{ATloaZJ+ z3SM@ir9ad}?%s=0owqbl?ZEeZgLMFMP-M#9d6AK+y4#AH`S%)U1N#Rb*(_<@F1gB5Q@0OWGBuHR;xWdKr3w+jyEK^8~E~L z=J}>vSHb0z2;g_KSI)vNGcYYuDm1U|CR-Up8^n$4EHS`(>j?Y-a$Ck^#gAF3&`wHa zreu2YFCm{i&h;2Vs_<)`ttVV~L#^U46=S4tK%U{2F2pXCA)7t&caE2y4c$-$lPyaC zh768o$+Jc5PP16VuUgOE+f;e5i~~9l>@z*xIne_7qb*R-)ln+cf+*8nwJV*>>KHc8 z+54KGgee~V06Uo$B9>Iz#^ji{=}q%Nab8dc-pWJWS@lZBLRN%|qKOVA4x;vJqGv{A z=^n>h{e$vpYRerwwLq0N(QP?alowJ@z0QYlc2{dkM6>Zuebe_7u`XTFaxB~mvhF-~GpHO*bFd}7nBrALO5h}EMJV$5_Jze*@ ztHO6=-GcNz-R?lI3V{j$9ZeUmR|tvWK8QRVtqW?>|=yiufZ_la=J*L#`q&!nvI z7F!Fx`9FHsEMS)nd)O?QQ=qCnwH(#&S&f(cMmk;%VtBD4144#&cJ)uNPx}67=Bk{; ziMqb)2*CngtlEBc!j>Q9M+v-P z1{sb+Yrdyl(0r63Q_-SRW%oMP`y-487!X>1yjJ7#=|i^-!AA>*3pso-eZMWaoo;~L zay^uECTdeDLr+f7ZrVWip8eUEjfQoag(zwBqRY1}x)A_^C7cBp3a#~uw(1O_p&_$K z?o=Vt8D-CAexxbEZeE|c!B+#07Sr9$H@fY~rDgw@dOOvB(5OFXs=DV=FM8km`KnsB zBE>)>N5gTRbN`@_vWnlKUNaVyQY~lD%Q2$Ld(uUNw8llsYYlTF9{=?D#@-d`tV|cM z)!A|o0j#&uSvQ4-wlZx?=@vrIyyo0Ks#Bl(G{*gM&I#&Zy8RlhgVJM(eHC)nYrS9l z#o|}&gZEEAkM#Dj;m3nzHCMJpu)u*joe0&q;>4Gn0xdG?x;I3^Q@K%zIUk&7@x5(_ zf-Lj571@S+tTr1MK#w`X2AMrBMuc*LN1dPf6mLgx;emQQU)HzcPm6pNT6kKueKa@M znZq^kxF|CX=a)+lEVQ#c7$b;S>ei6fnX2)to_Smq&T;irAbPwihH79(#r9I{-$GfQ z4S_poM&$l^xSP>;dyx0tMGao)SwG>16+0tM|1x~4MhjmoY}`PBAxfyXNF@t54;%j? zM@x+ssSs$%#$E?K@9bnN06BgGbE)ln~qZD7-MN>=WuyNOW+K*`uZ7D1I z()MU_24Ehc3Vgn3+pErrlL|lsd*uqhXY|7-u}+5vao%|@M~>i&3HIX^9tD50u&&ZN zeE*KrUvshV31XDVn*?67@Yb%4WX|WiM$%9pg#^Xi`lbUh9bP4!TxNEEr*7? z4tuU{cGZR402;}P>~iV>?2?kRFF(Tels(^kfzx@*B=TwQg804cq{TV&4ZS6>XcEFn;maL}M(n z1~Gs7gRD)U0nMC9vEx2NY*?`dl7n$Z3F*OiH{kMh<=U+OQp$ z>tXGjB~q__>F%~1=aptqrdKgjr=2^^L(1emvd0^r?#6Wc%D@|8)aO0oQWQO_`|LBe zTCYimM4r{-UHwv))-2eb_awur%Aa%*5)zHUMT$qBe&t?!JmCwcq~41c{}YM63plPA zcFiD=;VVI@bkrx)Z)D8y=S(tNYKpQC(yjp;#7r+SI@^?5pcJf0d6F(Axa0W_IcIk# zKiT`og-hlZ?H^~qe98Rlh(v(E+XPV<4_B|Bvj6sWz(_h*u=2G1oz+sQj~UkFx7Z^R zR?Q;HR~q1(@$9;w;mLCEpCF$iEK*%Zp5n8-W%R<7Sk{Zb5qZ%i!S>NJ;(UqJU^E}5sa(|*JJe8L8A$hnb>B^%sDJqg z{AB8ndqHG$f|<6{g~kpKMFjY#;ac^nR#(O#Tiyu$Ww~d7EYD)=gRQ2}FkhyfS=|)q zS>#-BloIu+#;-Wqqi&pbSq--uEl{904a#M;jTklUqiFQAb;$Ni;MTxdSO&id5v?xg zx76=QqjpoVDQ}BbRzz_H?$kYqRr3)Cf%@Iaa>h$|{h!$1WXp^mx}TxhM1NADDkdd5 zHoMlq>CU!eSBFwTxac4b+GxU>6*m+_n=0ySRLD9$QSq)jwQ~Y@2liupM*fZUf7t)` z_gky3UCCh&!-ZH*uLO<^kxR6&85y0mITTv0z_wzGdP0qoy2(-7v9!j! zq{G=MzK^s1nLmq>-dEJ_>hF~01sxICI|oq>lfVRfoY}kX3;4@l`=S7_SuQN!U&gwX z5f%N~a^>p!85C@0tm1Gs>#x=2L6XKp)z2wO+rQeh!~`?zk)uO3wTk}~v8jzzNqS4( z89ewkfKH!_-Thu=j7l!>-jo_OZe9utkp&r!m!0q_za_b4EVl7hmNLHRW%>-QTno=6 z&$>YP<$0LsDAo4mVs7Se*6=#Fp~3_2PV#|yXPm1aPVL)0KCnh^p+`>r|KS3P|8&L0 zf4uJE-~KL7Y9&K;DI-jaS8ppCGzj*N6{*nkZ^qRp1hcFKn7xD#vs5pBw(?jrG2Qu1 zv=KkMbS^!~6r6z{>rHAkKL)Bq39QD3%DB0S=6!-cTIf!H9k}x-YAB7GmYq4f)uRLw zN?(@kgJfGJC|$Uo>S-xmx8dwa%p1o6LFgk0!!rgMHw^c0x3*wYeB^YNTj7@6{g{y*1G@Ye8iPA>zHiLg zh0->o0``re{^hmh1nAd6o$qJiXUXXk7ZfGh)WIDZbN&OfLrYAPF-m|9+6wNiV26A> zq&^{ft*#m9WldvQI~kYx_B}&gF`%hA*t9DU%q&#bR-bMbLEk*y!~MN`Sd0-bKL5Ps zQZK{XtxkP3vdO0;O6NgseRRYr(BHmxT>jTM1|OxTG`%OP?qja)QF6f65N(lszofsz zU*hT7eg8*o)*5~WzTLx zqAo)UGf@zEYN_0fmcFy7M?*4qMeMnbmZZZZS>w{^Pi_D7`~NQ-se9yfqe^u7&*hmJ z3Vg@kOseq8ku{4|Z4RdX-W*(tY3O_;tD?BrlKr$9Gyb#Wu(?fO{}KC~@YnB&j8<)i zh^1L8j4WChb3J+#(IV$#(=3h168#{5WN7n{`{9JdRe7ow@;{ zPyNW}&7^;`RI)#dkbQPeyNP-U0K41UOE_q=f}Q%yj9>w%1Aj^D;IZM5;Ey<qCrW zmFFFjf4(7}OLKTJZxz(eHjxX%mYnaQ?GZuUo{8$qSEaTLx#T5v{ToI$(gr3vm1##g zR@)KTh(({5zGJrM(@Pf3P3hYQ`|upEHFq8qqc7XEzg+IW-!Ah%P;TsVc-Zq~n+()B zV)W`9GRVD^h1y&mW?t-i>H&2y9&o@AH@T0}8&(_l)(kI?4sc52c_)K60a559cs&!NeE_=WgUa5aR@42EKhBb;+6 z(PfLnktgmt$8TNZr{CT^Y@^enzw}{9y}S4gK<3I*JQVK0&rx@qy;{=UC1HRw!BnpR z6>5YS-KQgn9;qx)%P}>6Fl69hl0_n9Py5&rw^8Dx$J4BH;G0t!Ndra#L9^iO|mI{G{GfN@c!uan* z+7%0%)4o2}Rhkt%poUC0e|Zi+Sn3dCCW~VkuAIz|OW2|0V!n!M`;-Z`8ZUR7gU+;R zPdn5`D{Ck(%OH&hT=#kHescpQ&*VE3IxuY5nwn*j&xdj>TQuS?24uVI1ZCm}H$ML= z7+^oru!gxmF#&fOzD>;Z`)1fj+~-_`0|_4}mHOW<4an1n;WG4oio{Q?4?X!xIJnjY z$GykY_m%$1FQU!ECxXX;lBPk(a%H6M+P81))k?ojXS#<;OBwdg>Xl(Z^O5*zsu$G9kzI0opJi_;mm=t>}Q&sF=c5OnxZ8*c%mEMSx*O@6?PbfDc zhI$t1kPGk#?_2f`y8B;qYQ82?EjkY>zM>js`>3*#unR#%Zr=dM$l@DddG!!mEBPGT zo!**p13>88Fl7AL)iwY}QO=aY@n}4tQSlR(n6K zhX3>5(QeiG-C;+jxf=#dnk@X#xbGop!3CR1$Ci^k>HRO9 zkNq!`;)PH7;=%-8evjW!&VG9&_@4S42vi%m+L@|dz5#-LX%IRqEfbmPb_=<>zjrha z{7>infzdKyql|w+CtT!&P)eDwHDeQ_7tNEa4R=bU?Q^5`tl4Aeh(|eFUMpNl!;}|S zB@>=c4=H!F3-?3?Wn65SVk=VrNxNA7c`+?Qff!%9twl)cpo#8p40Vm3K4$1X*S)Y2 zcQ(&kyY_tXBZDORLzE$+(durjq@)-ftmFD0PdZE${r6-4-OOnb{=Fgp$?pH(Z^+BQ z4v{um{Vu4J@3_Wm*Pkj*J|a5?7WKEB*edWH98?N3$>RSdgv^sMwU6x~jBp)NvucjP zvvhl?ZrAu~e(-Gh?nc!n&X@ASOfVSP7UIi~y5LRGMf4=T`Oz4=2Y*!NzCYq3h}kNa zM?}ZQxP9e5@A8!xf45ijcA|BNGWm#2wGT(xiOr>+Q-U#K{|5MH=aT(T-UmQ_W$5su zY-JpEw_N#dFRnL{pYVfFS6(>Ep-U)90*{qKqFfQdlo3mq<>9kN_l_+>HPC2gHu!qZ ziv4T$#C5g_%RhT!?5%P6H^69b`3(>h*@lsnXLc`|N88m-LibPRn8XeSHb2hJSO3K< zF~pQcZ7ScV1Bup0nIM|ZyXdja_A)B2DTW)rUVpIflrl$1kh&G+;8K(~a1woTp!_f6%>$p!S;E+Q!1Z~^&Rb}OEa3P8T z+Z5G(j_ob3_^3uYbf38T*iBjxZB?HO{b!|6`Dd-cQR$E)_}NU5XRN=iZSo{xcvB{Y zx8$OocCaXl)YDybWE7#;31{YolFRnyo`p1D*~xRn4hXb)(9V3#IU8Lw!8YIhXGHwZ zOUg5d=!*aS(BE6|uSo$-=zTG`;eOGu3$K=0QO{Xq=;tJjW>R_VO=rA)bO&~SZm;~G ze-pM~GdAL4{RG)#!?tARKG!YT(-lZuPSzRCQ)QX1`ll~*`z|XnmwsE1{lV4w=egKi zMJYza=PRT|;QAVhEN4g7_i3UOo6USO{W>MjMyoFT+OFJFzPnq@R`Mq52KrXN0!ClJfKXZ`8eaJY4;{K0G2y2qL1l1VNPOeHfA; zB5L#+y%W*v2to89NDw0tb(H9x=tT718NC~IFebm1=bY!+dGhRie*1mT-se5 znpu`vv%dFzU)ObCxAFPe+@jHy?;s+f?;!OUj7HWr;J}l4GhhV!IfW%2RXRDQj z3E%m1dQR)1Xu8|<9YfSNJk2Q3mCQX)QqR3r@oEih^@Oru6dzpjrdljGLZVj`dy1== zZ-#IO;x9ch8*x=ATX&->_t7qnxUl#-8+6@I-yO%Rqm>7LvnF^fMCd(R%cS3-xM6X$ zA@0JPHil(v0#Pl(p_rXQEIKVN@12A^G%Io>6BaVma&l~obCe2o@tVKJ%Xfm$OkdlN zS7>u~66)p?Q@UQW9kn&ym*kLhg_cp))K2@4&(ybj;YIcaAk1^JGs~0;^RWeQrcAxM zjI9dFZ6?K(O6Zs$&4i!%2Qd9{-Q*{R&H?aqZWJ)&O$-M`{BfvTl?KoDgT_xIq3?2Y z(sA#tJY;qmc|&&kWP{TQbr^clhSB^_JLG>;w-|Yp3(%!mm<06DZT4MIJLn7jvH@7D z|A{~Se?JV3J-9nC_$^0{s1`Fz{Q6<$A0LkH*-G|B*eBbw%J@~kkhUG)f+>$JZHMZn zcIU|Xv2bXM5_CA@J1Bt%Ga}7!a_ovZY&)ZlMiZKc{d^+;x9v~&2*_vdrw?DM z7dD%O!BnEg0)IZP(ZUB?=#)RhkdPBw*SXs#Z7HqoDUo!C>My+lk@KoJSs}O8zwP5- zv%J&CKFY84gSJ%0b&*%pn}K8R*j(q9=99)%xG4f6Sn!vcGt@&}ADyL6BlPJ;&DX?2 zSJOsCrCM{)#rjE@%X?X|3n>u=BC;hRJ`z{Z5pVmi5Sv)AR4wmc*-R_LD#D8Z-*$5* zuWt-Htj+==0~Vh9n{+Wgqz-@ z9nCLG>ruIg`X`DdnD*jpEZ7ed`L5>7u^P0CswFsOoq>*_e_YPLt(&>l>G%!5U$KEd zt~}6J!dc^W%aHn@S_Y@<@^w6Dflf{#WF+PUfUoY6|9fwkA8ngv*06mFB;&=)C*MH| z4x5(6Wh$qHo-vqapyT;d#Zl>REk!@tivA@J=9>1%ohCIo-M8~t8#Xra58|6x_^*Bn z*9>ufEk^`0fi`;pu*n(CAp}j;0<_y{)GpG)CA31&gm zZMJ>~5lYc|nze|Bl)HSajvl_P< z`xf?J97(;w+BO1W&FjaE$E3x8V^$7aeepsEu%U+>-qQ8|M|-5N56IpCsR0jles~6R zj)h4eekW66dP8k=i%NC<8v%JIvPTQJ3Ita~PY?m30(&kk1Kpw}!$RGJv?1KWFe`tv zO5dZei=t?|^!_@^EEKd=ueZ`hXlQz)w@CcahT21xsC0JbqUUya_fX{)2(kQj*n$(e zWchG6!7S7&_r(>5%y%uXZ!lz65NRYWhK4RA9{9%~NJ=IQXni8uO0@z-W-1d&+EtVV zwx#I-7e-PGgx!?S*l@Xn_zwOz8>tj`6NgW$ctL5l2}v#VxGl|R6~Q->z9kp;EHB05 zRlPY&WTxJnsy-^Hf6{tpnXn+{tH@PwH#u?hdC|45SRJBTnGQB)>JB~ld>@UCzxV)5 zV=xgRn(?+7In4owgGg>(=L?kR$94R$*YRN3SMtL;kqeaMn3HqDu!ZSLe~cD~yef%u z9%m^w=#s*TSGMy>w>P55A)((j+_UKxvOPWN6RCWu;pq-oFXFhH4a$VYojHD6*4!p&f4Q`awjQ- z$DZX6P*4E@%-nsxAEyS$s+cMO^5r3P+IU%gSZfZsPI4ZB&eQw10r{(kMYNtC`beUk z7umK9?%8H5ejiC#WhaW8MZRg=X}KoKT0?LOU

}RGuj4_W5_vqrrxN^h?Es&?Pq@ z!fw%feFtT5!!3W=kb`ac&!8c{yzB2AMh&{SqjExdTCS+ZgZAsf0Bf&s?vJSkzfsrN z5d8tcT~dHv@-8Tu)>GzPoAv>+mTNxYONYC`G|H))-$7*W{a2_EaqQeXPL*vSS91w6 zM_lq~f#exvOay?UUtTkwJbNR;KXnSHn6l9Ft#EGPrCJ;baEfvLR%}WoyvRp$ z4VI^DPQ~YM9^3e~6&4imRNTKK>2V7$Nb}GsQV+K%*Jc!0<9k!xm@B^8ovX$wy9AI2 z(d|q3Jx(4+cElV)K@*b(8v`?n$GKOXJ8Z*ypYf}F`^qc2JFR+IJf=knPj&E+TgZRJ z&gSDc)^bG;wM0A!pM_Z0(jhpx3Ug&hC3>iBug}9N=ak_=aq9-td*_%`au!%^e@sn7 zLV1=g#aTsyP0l1A(CVRX-L+XBz$}Fxg}g#rWqX=w^&d`+JAO*htv(m3y_ct{|NO2o z7e2LfKf@u`fSRo7=Ioszu!wV(OpajQS;E)JsV$|6=hD=Nbp5y^z*0tm=b)$n{(+F zLA1i!vz&<6V)CLi4;>`SuQfG{I;i%%<|Rg3i7pn{sNzW=x(US!?2B%fz1aCM%=Pj~ z+0(kGGqUdsBBSf!?tgsH|3!eHvw8(tkibk=VF2#nHMDyfnuA&En_b5 z#3-XD&^6rhJ0)#&17P)!U9`E{^3+#JE|X5H;=S;tudNEbKhTes8_IWR82qxvFXOb* z^^W8#eTu)%;bJ3sSDt6I3IXcK6;;4804Z0rWxncoFHGPKhCYLCHTg`65yw+&(sMPa zMO^U7gQmqe3H*fE7o9hQJ8z!AE6!NsZODhUCJo>4&BQsXbGoYWfv?Y#q=-rSS!1_i zST@~7U?je@3ozo$nVGDQ#k?Ui;I7G8a%{(ekd#fS^nN`fdb~t(slWapDTo#fY120f?>;Rd@9i`C7+S) zsH{wz+nGoClv;ykz5?y^w0O)Mp5Oo|L4bAg!{lC*EZr;iPr88?ysS;PcHwsC{Yd8* zK%>l&ppV%CV>k_Qm&NA+o(IRIg89B7xH7SQ5cXZz6QiU(7p1*6SWrQsD@CQT%D01^(z`aE;~7EMx@{-^ z{1i0t&nPVZ{GMMAQ3*XRDmA_c#Ykbk`bNW`B$Y+<&ST;8jR@cbVWrv`KZP{x9>{-e z1K$q{%$zvKm}C|FvMFUYkD4&jV0SsGv7gs{*Syaq%Z@u+4L?$;ia-5FXL?- zz<0ItJ7{dnxC_pN*+Hm;rZI=FB81-~9Q&4VWeF>F@Hhu5*;yMnBe;z zlqHpM2`yNI)SF@pNskv6&|Q7rRYiW#?YbTX#4<0ca!|*EFu}0)=iaSP`9uMBn znxg*N&3{cNdVCshgmWsZU(oJ7KR3T0Q?sEI(^dB(`>5-rsV4YeHhesC?aQJ>l#&s4 z^x}h~`iVpmO#~T_pMWrv4nj<-T^{(<@?zVc5CgCv=~|$e9KZSHuG}f z%Ey~X)S}f{jd{c1jT~)=F{D*gC}K4f?y;yhtW>_KIuvO}?0j(bx>%3gByQxHx{cB& z9pThaPHTtP&Dkt_Z@(Tu-#t*KCW;W@M0%Yz~n?0a+o+cBbg0FZi!Gr(chO6@`d7y$qoDCbWzf9O316|0rRT{=tqLSlr|to8EX~ zJZ@e)Ttd*&$%dKOi>wDz!Js`{@jzPud2iqW96?Sn%1W3USaSmgcz@agZRP|L)-w|5 z($d_5H2sC<@GhjZ4BoxV^X*)aMEKjH`v@EL_F##x05DI=YO=B12{X20zYmy2?mM)* zoP<($qVrb6pi7#gkj<}77odJTvIWR1z<WqF0n>V9MWan# zN}Zj~+v^Lqm+G&~t0c;1X?paDL;EY&G)TCUA6i9Z zu$KV1017fjB-dwRqKG405Q=hDW#x$rmZ97DSJZVSuCsK~?MvnWR`L1(?byt{V0d5u zTx7DLg9^&_ZKCltUo9TJA17P$EE`g;)&<+v=qjdrC@Zu_v2XifcCR#tFgxCBC_&$F ziY~*|QTbMD*NL)~{UpnP($cNF*c2qaSd;!nP4E|cdh5n}RrV?^AE1DGV6WV1`yR$A zzShp{!b+^SxBko-7{s*kpQ!l%a1Hm@`m6|sp@4QZqsB0EjfVxCYXl%pnpKRvArGc$ z40gspSz-65rvQEWcUnd{d!$%q(Q>6}h{fh@D~F89@szNgO#DG7!?pk-*aBfpQls8s zO$#y`{VELz?Vm0BFyXeK1t~mKhcPnb9lWQ=_@YqJD?=wHp3X<+GOQ{?Qeq4~7L4hE z?Bk9B?h6Q>3mo|PE?DN{`Uz6UXyeSUe5uyA)~isB#W(fp9WgO50cZhp*Hp?BHvx2DNc`Da!tJWAZpKQY_t&07D$L5h+w>8M^ zv7>dKd5=16lhM6Kojj;bP??B|%UKN6(&j$nAG15ZKmEm@ZUVH??r={y0#A%VKQ+dl zaWp_&h7$*zqIC(bFktH$qt};@Jrv(^G+A=*(Pxl&_ zj>Ouj-x(wbdB*vP!Z(N zqTDNcYvJ+$idp?#6RAQD{kz>)Lo869=K3oInGqeM>h)U(EXjTo56v|QDR;T64D(1J z+hl_QBH9=!V1SJ?G)1HQ(ea(^kYideaP?Bf6zx(}z6a>J7~L2x@Ut=9{xulKi@6AVSkM^8 zNQyxD**$Gh5|8Rxlp3dS;<3HiE$m+TIC{1rVey#P7zI^9c_E; z`o^B!8BR!%JsRkbPRSK|Uh4 zd$B4O|5&#tPguH%^B^+Uz^cj?wCyXDyIGT2wr|%!k7-Sy!$+Lk8k|N%S4;EtQ5Dqe zGrrh#WkKF5qs(YtS%aEi6p2kG_D&zSe*;92c4Ij|lJZNOF-K+>09w)?tf=<4!v3Fz zr8w#;kDnRbt{ZzM4}LpA+lei#jEl8&(56#}-DbS6T4sE10>DUm0TO5b7h;kBPl<(= zQVcqH2Rd(jcCEnnFDKJJ09oQjK+f^AF>zC)J--3~|05*kA3S9V8p!K^VmJTT5peq> zyc=qDHAKvDKB`003&gya1+}#SBuN)`02`Tvw!Sn&{^b0L3Q#d@8lR&Z7v+z$e#lZs z8&6K5?E%~aYBFw4F14L$cifNmr-dOL@Ir%bt8`m!RjIBI<%ticKnsC!#3b~xAmfh> zJ`o7KC^v4rFL&@>Np<@a8ck0b%=m><&MVT~8rP=7mE=o1n(-AuLS6}x-0)0lNnYL( ze>Z5ZsfhZZQ)wO>NEwM7svyw=9p-U1!w^ZYC=p(74SCSF;BX@LqBn2nDjm1aJ=}24 z4vXA?j)A=%pANlz2&u2kCqv(R#zYg7iUhjtllKg-h_LFfOeHjRa6uy`D=;jmQq8^X zq?cMlZ8jD-$IEpi>R-i1W$|A=WNw;|Q>GjZkTeZn#L#az<*k)YS4J`+c?C?Y6mOUF zMv}ZvUzI$i-~9Yrg93g*@Be@cITHUZSNaD9F7=n9lJl>XX8=Jv zP{YNJ0U*g|w^dAJMM3f}8`6oA|K8XBV3z?cHsWiQ$K3|_Cb>qaltkFrBchVU{4H<4 zy>f#t1QaMva7e?B-C708>?=G!`gaJb;{?DCHf1BZ3MG`5+ zGE&Dm|0LJC5^7Oa{jl)98d4-mi073*)1ctojgHJo8*g)u&Jvv# zrs925OZ8UsO9rV+i-Q4@HQ@)}LAa>>O;yyRS+3DV+2qMP$@hY6yO-mzu!}`IMyrcn zHh_`BMTk3sMHGftjLw>z4);wSVw7613Fq|6gI9O@@k$0%XKH0Fz^|Tl)ACBaB-q;x zO%odd%X)nR8a&X-;Sv*;7soNIF*K(EVpx~QvAICt=OShWAfI}2gg+m$J=X-uqcO0I z9N(LLf0?(8dN6L+hyRlNOy_25eE3m4u3Ud;|s#kX+D=%#C3oicZ<}crHEzm$v{Yj{X6E zcca{=i%YP&@T2D4lxKA2&%Z$R1S7h54yzn9HHptlu04I$3Vmd#sd+d7jEPM(CygCe z%jC#PA@~@qmI~q(|G~rDa819O!gxwJ4NRSDJiMhh5}Y-wuUIfG7thQ$6Uk7w8Z=w^ zgHs6if%`Z#_#$O%vw=~{r~Q}9fd5+_-0kGVwR1(MzZ$y`)T2EFa6XFeX*jW(1|Nt) zVqYY~jxt9eOJqLZK?aP#*c+h)fE_%&+zl9%_hACdu=;`O8Y}7}v{SzodQ7Tvak~;& z0R9}B{sLD2AU*$E4{Z{}T!a+)p2K=^Lv=FZNSepVhRXf%;j{vX(SGIAo-sg6lAv~W ze3b4uF;|5^gchq`-I;nV@cQ9~yf~d{Ds0jh$R@#{H3BVO0h5FT`=>XZyEkLby49wkV08|iR8JKGq z5R8u@bPiY`TgPN%L00R@k`3`IrzD(SRef(|)?w0;b|M{mZ6RUvJ?e{U)eo8DCLfw{ zqo4B&k1%{1lht%O>?YE}2~sPrs0%g_?{L1}`62WkHg+Ey%o}vNcz+K!7XiaTi}fas ziJMb;s2hj8GvmA*&j$W%mY@aUfxIo8y1!Q$?u(u0nWDUR{MJcOqShVu7%FwMe|r0i z+-%dUK5DV^jN!2YCNAroaB_{O>{KB2e!M=ry(euQ3*9>J-5#_xOu9Oi%DFg4n)S_{ z6t{c3ulIOcz+RSfTL}7@>5PG8vustH@N0&)g>dxUW2KIlRb{SvA9M;$14M!TB48u9 zsYTNfx(#N`>a+1(HXCjj4<{FB5p+191i9fA*$#%PAmxL61r{zO9`UQBHhB|^n0(R_Pe+m>tXYXR{m0Of8p$})2<F%sUVSa_VuO>h z$w+9(*DFIQ&*qt7%VljM$8Oi~d>xJoxlxly(cMjH`rE)CVuYZ%fTAQAS#;3|UDwm@ zCkNKj=Dt%=V;W#FIl&}k`e8}qm>B@$5;g%T*tj^bTTWlA=hrQOviqMo?O)&a_YU;3 zzo5n7%TjRMwU^OV62a!sX2u`NXS<^Fbto!%${2MX4`_)TfNu!|sG@TElMHsS`pH1G&OuDMHvIHF2X)MDCT>w(Nu?f}RRLry}Ny z!z;8EMPn_}bGFXXjBXvNY%gYl-Lpt9Yh}?IT$8@N*J5K5T{l*v&ll$`smC3dpjDcdIuXaBEJ*?mvBs{bDRY>DlCN2-;?`;E8m_ zFqqHegPu(ir(ja?EK6npGn0^!hI9W(2Q&FrnI<)Z^P<|KV&_o-qw=2rd#DAJI-GOS zGd2MS#QMNdCn)vlG5LTmWN*3SWgStLb&?C$7{yw<+`UITR#rEyKF`E7*XaGm9shT0 z8qNTuHu?=WC1xDDHd=_OA|Z!%-5Y>zhhm~^LAz^z2T@@Mw&msm-%=^#meX*-zEiw5 z)OV18LLRT7u%#)8stclK(2WX*mUdWV%RNqw5uj#^^H-CmXU%}?*~G4RNj;a+8B2r& zyYL%sG_bsBb4=5$cqT2XhC%KgUU1C5U+_p&DcdL!5TJW|Vh%frLHWB4$=`U^Ufde~ zst!jjfE_!qW+-!r<)C26(vx=OnfTL1$fGUS_m3piyDSZ^;9X}sQ9)_iJXy5Z;~@YNNhdA@6aWOt+2}wg=w=WAEU=c;0rBzXJLo2m5BF=8yQ!RBo&`t?Jm8s< zg(n0f!w)=j0pQdEkn4}=_iM%W@0I;%H&h8H`}K4hwo@fbOFp{-zcB`kdX`uH`X!LW zS(@=CT4ES{-wok+??8U&$V;5ZS17NWtnB&i)Nj$D zI1lg1;1$DP>)&^%{i;-3v#%rrpHzT;oSS%{Xmc>o0sbnB}HyK}dtH*1m z`8?`ISUUwjXLiZxau#^BqQaNXPIz6JiqnDqh2*9P<~j*E@ZBQ@D<>J<8qrrP9yKXH zz|7oo{qmYuYv%P8#!Ts#mIYY zVfbJfpAV>yUnP2Y72$TwssUvsCT2Ljv`Y&OCPU0cf>el5L(e(^Sg$fjl9gDKu^}X4kaW-HRDUc0y8CKVX+s&tDJ}VoJny}yv}$2ZL|st zR(w;BPep{y;%YRayH&o$*wjuWoH_d)x=#RfcN-0W|IyysBsP1G_NNxm6wW=_`kp0& zyW7H(3Dr;eVuP*5sUoe4o3LjC7?C`x0NUFa>Y4&0+n}L{busU8;Vw9>&}9C0GtS>& ziM@+qq-YPSKjL_3=&hu$p7tH2SW@R&GVB<}&83+7z9Z)gp43YAs1(D75esrGqRwY4QjuVI}+0pDLumsi{6l0YEewl30F6sa8Z5g43#MvqAo^m_uCSa$}$D7b%( zMg0;30R`}-pNa#BVw0egD;i39g_{Qc1(e2K=n)fWci|H?X#?ocxiEtgf=UUG~-cci| zNV~YdXem>4-hpsld=K$)oA!(5$pcf&zr2S%Tz^ zOIk*Ck^RfgemM)(5^|hjx&Y_SqFXB1Xt~h#lQeb#lokfrrKr{D6LQYwC8{%`fg=h| zQ!(-qI~oV?mbM+o@bry?`*k@PHZ}}7hmP;N4kR=jo4|w@AuoU( zTLg&S163e1&xf6Ha2%4*1D+;eB+o@)VdLQwZ5XB(vacdUa!$|%3@7=RPV)3e_y1oZ ziT_W?@FA}22rIK-o#FWH#GJ;zttOcq3RMrfUInHaGNQ54AdO*Zh^6QQC|alchGi+Dn$ z9YZC2J;u~Lq3_KV>GXM^;5JADg!j>No@oc&d)G#Nbqj4K-9}S){oL%l*kfbf-Ms2t zRotl-M?zj-U^}4WOF6=W=0g-XqG(Y84OP{zl|ygdAPRn3wY_8a1Vavu6g)-W^7}Mn z?cno44}ACTr?>4p-&Uh?<9IRCqaj5L!0^4kh2xA2TlKYA+vf(YNTJe4pHFRF4k&Oc ztt4^9HR=cQ{jX4^5snDaLc?jK-esWRYDnUEm#ovXq)A82aK#|GS=3_iY2a12Rov=r zW4+q=R>(E;T4ZlgmP%%ChhkZbI(xkE>gi>3bW1Rmff;x#qo_rHhO8|aw|2oLTj%Xf zeLuZ%ifD;9UvS=Vyw=ZMBEARH%cg8vY8(aIxD>L&1iind9GW})pjq@DWstC3gZ7`yj5<6GkZ=Y*{b#XItI?=~8#y8{H~jh$16 z`NkJJSvFLhA9q!C;sbQ$Bt6t^8HvEg2p$5IQ%mwO{HcTBX53hO6F7=%;41#{P7G~e z5*@PtpvRyRrQ-JiwJVRrjV&~slczwHW91uCvsk}1!`Bp>FK+6%=_1V#ldo&AAuikV zKJze1nMCMW=gNi8E-~?_hjeb( zso`6|yoL1!ioqkfJ;_uW$6`09WqI&HHxu^w>$V!Vb%T=tF!f>#zR@<2A-y#9yqnFx zLHS{ar4A+r@d_|F7^2#oUI~!A_lL|&efTG8|DT6B=fRr5SXDyV@1P3CGa-26-$mg$ z#8&h@^|UYN9d+p4eCK#eSM^#!s#O6<0Z{K z4_pQ9$IM=D#pssXT!%qgTIB^$vs1=3j7Lf>>UfdrSgIWUx9qVDYh+kNgm>c0kn#ev z(WhaLljAeD>g0vbkYIT&sle(7in}*vcb}V<-$(I$J`%*DKe||b#byzvC-JbF`STW` z&pGs{$F+t&xI8l)tQNypTHW`gN8Cr0%hf7y=2CjcaB8$ly-F6eQ;MhKG#OM0oH_2_ zC@+=AW1aU_$u9ww#g_vMl9W&dkfcy~^xh_h!d5_69Hw3n^~9^eTEz za5JfI;ia!~L5UOK^K1P!LtpWF2e;WI1E?^TWrYP#OZy8K07x94@x|OS7^e5(e*yaR zBX{@Az{v1I$K`;<_tD1!#XtBX3)DZ@0aBFpS`BLegze2@2-*V9bH;53xxU#8xaD>y zZB|Qk)ut|FuNJal1cbaf%$UJo+dza(>2&66OQENE_uda_>lMJh9VK&iH7>YAhwA~r zpz)$G24x64;(;#heh1m*o-H%3pnD)Ab$u8=e?Fk{8nrG|Y?2ZN?zN8XIV8_H+k|i9 zsl$rnOzlN%q{D?>PIXmy@2K6oX%^lL1!jiubaU9(np>j1;DK=@Qq;D}wlK=Vh6m*z ztT}p^IFh1ZsNT8ph=0^{0X)x__C%uQnzw7ZU9!wb?`t7_vfOAT*d$pmi-fxxE=6QiR}4M_N~hE^3GQDrWP=84^oK z-nV5uD)xGoAGD?xc80Cx0=p+w{YgHrFo6|rS`)Ef5%nz4auLkxGL-hFCb2xzx|_^4 z`ThG>ZxSMBl#891KTpfqt-?qy;OeNZg_s+&PP#&y5%9Mej=7iMEN1)0-Q@QXj*TXW zWtgFZGSTr_xUS9UCAF2?H6aJA<{KhaM)e?uVXPy1a-8?e6(4NKXHt=UPW&O!I^+CR zN0$M2t=|QFm;TmGCF=l0-`C$kRgGUWf8%H_{WHSwfATfN&<^On3K&2RpTdhSZj1n_ zPH7A}zUMxsxdghF1MdfW{79Hu8;=P9ym3Iu2>Q!VJjp=dFOmEzmpJ|3p?KFldw+6l zk(dEpK80D73E0m>P2Eqms&F;}K2pL`Oy(~7Jgfzz4->3av;(8^Sw|6^ez7Un!|05 z^K+GlC5`*&#&Q|DDG^{SDjxN2w!{|die-f_UBi8aT}a3tzWZuU!R|U`WzTG0Thpg zwHGP#d|9#_^3L#S?$4GEAI$Jv;(UlfkX>!O1-osC>`=pPPl(E}X~R%s$qtXbWjN4& z(Ru3&bM7)8`toQ;vd?y6DbQEJZ>+PS<)IZD$Kc7P9rcX=`Iq^pE*fB=Je$cf?d$7f z$Ca@eI93(!%t8ClfJSTI)rBshDCXupl;xL)1E@j#;JW&Bs9>AON&wlGtP@%ic^$>L z&=7dBTgd@`biXAi!D=4otm{0JIm7LpyD#0S2BmX@Cmu<;L{9<59hy=3u4!U+LdWlV9L~+>hvzuHDB}SPxyST&jkkWQC}et?DDscPufc zS;n{|hz7_@;|p(4t(Bj3a%M~YFhRCERVN4{Wc^-SnQ{NZ0rjYH(O{-1WIL-q5ii+* z)r*R{sUy?+cYGE08@>t}6z@%jEFUvA!LeJDlHCrU@f&!BNRI3D6-w6U?fwVB0HjdA z5e#`AvkWCA*5TB~?$7B%?Y*(2$+xz6!15l)-D8}N#JHlJhidD)hA(+#9SB+oE=S2- ziXJ}Fe1QK0=m+tFG64(=h7MXrL*8aQ21JU!#xVziw$Oc&q&o7k{}?-{IO^G@9nX& zn*;;2O_6Iv*lHkQRiwIt;}_8T--X)`wp_ba zD8>18UtU4TR)p&%@`&xO%ch&mjF5MgyL8W;qrJ_-i_?9@2Ema08QWNcIl~?|3;M`h z&(5`hk4#qsf>>Ts_ZfK>!vFrkztrz3C-@=!XpOkRWb345?)}o5CX+H$oRwhgcKrNZ zQr|m!F|YFDCd%M`Vu>bvFy+c{YMlUo^(kVFRTdwDEfE7~AA95O!Vl_T#`!x43=pV| zp#X7~era@c_UovG{zIn9$}sni8xKjZd4ohRW#&}=!?#?q{-<}^T&ZHlVq!S&>R6X1 z{3(WKwFioh;K_oX`b7%cI zIQaT(LSpm=Ye&4JJ?7FH#uQjP2`64Jc9%qD&Kx>k1NzD}n{DUHQuWigNm@!Cs*rYj z@f!IJ2*A!aYU< zL;Rra`P|;XED68`I0EaqKTzv0mT&gZh;@G~KA|p3LEEad?nYJk(*OYVYsa*eD>PCd z!UN?wBjFe~hBB;ez3k}2dgd>$JsS|S$gfXr7D_}6^hqc6vQN0E`b?sTbQO=oUx?kPVl)<2&}KdyEtnmfzWLvE<7+xpvjHYa!8*eyMcX$8@z zxB{uq@W@{*7=zZt9YQkAxO0Xb3U@H0$PLmC{xE#z7nO`-Y2}kYA8w3ozUW31LZ#9# zeDc9LB&o6YmP@TWUnJm}G5knDfpf=AJwt3DS50n1xOUrJ;xRCj@jY`p87l5;7gKc{ zZHauabI~e&sjWcFszggewWBgSvAnSG)sWV89PoVqE&jJCy+-qUcrB5 z$qd+}M_53D2tpEl2aV=O@jMuEyPTj{%I|QR5ufHVR%u(z_L2!t_@tyAGO0S(eFH16 zrmcD-j^qn8O1-u=ToGk??-A=XvJX!v6+=7nu`A?=j`+pfKbFHx;k*1YTob zuUc9x2f0$xtn@!(O2-@|=hwKkf4G^ZIjtg>RN3#2&f9sPJ~ctg^=aCG+cI*h@0mY=L!6eJad-)T6)bzHPY=B}sg_5kW4?&g~DHqW_AhmO% zi^j8eA|$d-Yt}ST+YOhI=H4ZXLO|=3iLRks(tgja@e=Ia$kfqE@rSjsK_sd!I-m9B zU2+ZDPYDP~D$4Sr3WH0Ao`YLK_&?yk-O{}siO>>|^U*i}X7(JU+l38C>59OH9)t)Ls_^7vJ z_qk#mhCbsJZ$O*NO~XZ>nA?*3Dj&S_Afi8P`D0vV*mH)HoX&9t^XHn%8NFgd< z=iF{?Up;ZM2i(uu)KHu-4 zb0z4vg6|+F=($`&KoOwduqirCXxs*HBx_)<_zg7!r#41%0IFh~m)Jyon(*O07s?Vp zEhJ&S=%;R+7sQ$e)EJzwS1{6YQNfcLlaCXLcj|T`LS!sqQAgRae z1JD4-(t@uYaJqA6S_y|g&VR2IqfFV}czgkPDcKlHt783GJ^5EPWhro|-!H}=KaI#1 zcQ1R!17U>hCUP~n?08tU^LFwiUy}AzdB{MQ7WI04`T>eH*o5U%Ni5pc$h`8r&LAua@DFntFNQ_KF} zLA_I@zQIyEL#bwxvTo(1spgZ0#Nk!8WhPg8bd?Of;N$Ecs~N+-!S~Le-~@1)g2;wX zbF5RVnU=?S%OvYP)#|I0jeW#7IJ@dNkz^0{Rs#jk@1Re2nXm7JP+@k=P5C>pU&}up zvB9u=CK)6Ypd~X-t?1Q-(_~N9%lw(DG1balbJ_#8K9G$aq2V_g4pbG@nbvT&hV0LA z(_yZn zkZ}8*`KpQ4oqcnXN+~0Ope?&`_-Z4)CkF&Ch2-vOVZ+FZm8*~Y_SBBcN#mnUFdLF$ z^KmVv1*sD!5_xLp!Y=Xp__}w@aU=MMO1-FC&uBommZ1>Bb$seT8JGk%=^5H8*{}=4j>(tO&O(?)uWNx4A3n%w`L0+y@BF zVUFhZ`#vtw9EQIlX1{Vy1-4zqK*>_yhbH`Com3!=^E?gErYA9;13*y8n6|FoXv9VF z67-Xol-BP2OzPsaw<>PIPx0!1K04!t+Zo>gyZbZSrjhTBMr9fc!O3X8M$)Bgvcy@a z&DOwhHjS?r9SxC0fF-im&z$1Eu~v#XoKi7v>I0S(oJJ_hEYJAX$*gj}0;Bem5+|L4 z0ganqs907#RBY$LggJJMBp5*W)lB1dhevR%>Rg~*VbbI7(z9y77RQPK5g>W;vxLch zOajqSM^T}8k3_#Y_3Ip z&z}ik_R>kzkrq)6@AgU!K9|LGS5yo*-U@@%zzIQ+TLzF{(u@CJiADZmzVPP|xk*%O zGZiqtC@EkpjuPH%dnP&UPpLrtX<{`YjOwc6R9p)-T$`B5H^GF{*k$9ny+rF%XN@;+ zoVwud`jv30h^*RA)<$v~YF(D1m+E{yoe=KXch0r4g>oD-i`9$oFUO-!3SbDjR$- z)r|A*?W&^}cB)%J&yz)lB&Rn+_IK}&Ul-|opm0R5fR-*~)7`UZ2wwD~y&t!}V^U}R zxTw;k<*Vw8t}V_9*G7C#sQj(`GPrB3@`LEwX+}%?Sd_NpZKEge3+UZ8`;P^#SiE63 zx%il%D7%00W=vq@Xl@TYhPe)XmBv9exRo|J(}Xo2Y8v|;WXRaqAKrt+3vip_#@#g< z6B0_czURNyIaoctQN`tLCRsXIKbvRkZIM=*t!M%zd2e@DBnwg9bon{Hq;x^%%aw?g zc&9z^B>4W8ZO8avl&GQ6*L}Of{Da+4e}aAZ?n(3fI z%iE#RHkLY_65-fYpQI#A(Diw*Hzv#WM7-cVEXmKUwm0dUORWp8k%cX;my;~QmB_-BbT31rpce39iZ1QZ$DoY!A5&-wZ z_kHApzV{2!!o%&c1=0uWpO&S?KvugCI&yZ)Frh;0dhOX(a1^0d{pTu$?WLjBmZA$6 zFzNU?4OoUDq0pw!1YpL@95rihIPKoqAURz(dg5YI=qpui2Y2FMd{`x6ziV(DP29qKIL^&t7~R-vmO}&&SL>L0loo59H2g6;Gd1)>~^p;uXxW=X@Fyx9=T1u zT4d}!eh{5}u2wPh;ovUI6s#sA(J8%9%dSVIwe&6b>kfMoW-!S~3^Y^8Y~j3K*{Q;| zM3ktvlxpnIP1Ed;e+XLy!1r^Y7Hc9N(hDQP?eZrv*hgYTtOLxhV~2?rHx*pS z?nrjLi^Mz~Ge$C?K9>wGc3DZeu+za7j4zUNY!f-NJS$t=6=P=P9rNYy&Dxn`*jNK3 z`G4h_OWYbyO#tr-OhSRK_#7JeD!qU{0*wOn+@-9)pbIpA;fAmrfdl@z-RMu=7=QdX zznkdt{o-b*^J@YAFQ?5(n1<`HkW76#!;WBqMIFV-;?FK=St`zA61Vp4uuK|%JA}Z3GigW`ay#_>j z?@9{-(jiLkMLLLdklv+30t5ntcwf(aGjsIJH#1+Exp&<^Sj*&ciW-k1hEJCqI4UevTJQjh6}%-nxEn1!xfe9~8;_L2dKj8hT~++tcaCL?OYG zEQOYq-}EMrS)3Z5lGRyQ*b#L%vm$v0)-uZiL@!KkxI7h#L)=S~Zg<6FIJGvpIHeKcn3Q6p9WR{ zevxZKZkqbHAATMa_RV+}_W|_)5^y4%MY?T5aoW4D65vMBw!7f%el5Q0(7XGx5xGNT zAKGYjO|#gWg!A*Isgw{-rPpLr`yD*32QwEK=K_-iXV?|;+kN&X3-d{vvmb|p7bG?} z&Re-%!R@xGU-5T#(JmS|eyRvSk}Ye5FNLFWhw8B$@9zzy_iN)+#!=@P^uBoMfERO) z&7pR+>Y8;px@`e;VV{Mgd5-epwfUGq) zT*BHF2Jgx=!UVfFxP5Sa=k)j+Sl=fY{P>`xXOxrN(AgR+oA`u#QMRi5R4_iNpdv~? zGnB`%`!ApS^`fTB8{i3#^D{k_97LrzDWp?;VWg|b4DuVDxEqk*eutyt?dfV(RE5Mt zxnh4za>egup*lFGb=mL#`Z@fyjQv-i`_&n}?-z1i@*k`Zetp;fTaSV9<`*l_U#w;(v5Jct z?4KqLH>CQuTq-x4XL_Y!&W~Ppeg(!@uf9_Sw?gG{vaUlc|yFuQ}rY5KhGV(cke`vh7y z>=`z2NB!dWF0h}MsV885AXXanOVR@_R(r!mxUzvj(o%i#_4_8}Qgldpu1*g#5`0G!7v>lI_JO!H}fgaj($JLtq-$8N- z-8UMC1RFQ*tPVbC_P*E1sW40Vo{M%y+Q*Ouz|(cJy&gm?no>@<>1srtoNzCPs=a2F z&!|-8s$ufVDR(;ULNkkvozR$vexrViA1+9WN8jmV`x*m?H?9Wcp22c)VX?JyB(Sb` z0Ow=;HTZz>f`H9zi)RAr>Vr$;l}!dmCZW%N;6TAG*LdJY$-G+&TD37p`# z_laXIWJg8v3nRxEq}iCi(*P6kV)A{tYv62$`Wq~&n&@_nFGg1Lv&YeD9u3+UWMO3j z9;z44xt5kSp=A3!bz7kqyelO0@kn&h^dF#KzgsF1hGHd=v&A`Bdz3}KtM$r+(OFqf z(r3jw=N`d%rbs-Q(8Gci5y&y4v%o2^%E~(L>;%#g{k`|q^Rb^Ef}RilP47al?WJO~ zM;Jd;AQ<1!Mp%DcNMl*5&7r=4Hs*~hI|0az?nnghK!axgS{3tA^IWjhOTayP=1Y_# zLoY9tm}1UiNjCXSP#3^SK=%*J2i|X9z8r0ZXN4d+d*8H7mH``YYdRqwhg(Zoe&V}x zD6Q`tMfEj_?e@6(#VCk2sr(VE=K$eYxo(P=B`RU=bv+gRP|n`2{mLb!o9GC!*w4A+ zAP{V_-)66-k$%Py%d5$f(~t*)9`ks>+#Ei{U`;(;hErFknAh;vCx0=DDKVSh4coy! znKy?&i2K}B_O>`D8XX6sG20CUo%$Qg{{F-I9KvwWijScK;4F<8MDu&S{Tz)b_I-`_g9qGRN5ywv2KkMArW7f8kF>l%bjgRhMm z#vKJ|9b}NWCck#cC|Fp*?dFcktFY9zn<5Sn=(ta8I!5(1&vyCfqgMXQP>L4B%}8+?^=x5+~2-e22WbNkerpRa(bw zvv63{Lc42BM|8)>j?myNyho3TLB+Z2m6Oj|jB6jm>sNQhM@DP^6lqKW!MtBE-Hu?j z8Ou+ZqT%%2XJmyuxgy=5TowH@xR5IJ} z;T{qx?vb$z*-lxoD?XP+{Bi-aSEI_(vVP~qO?Y3R}c^rm*f-sGccJ{oROo}I0d z;$@HbG)Y;QpnGFWec5yM_{)>(l1^m1JM*csw_#j=aw zg_M~nS8Fk(YsjMUNnnk4A#MYO?Zy^FV@hi}IzE?wP6AB59t)@Oai?CtpuHtBcmR`j67OV;KwwKx1?H5W`p zt;NP+Ome*Hc_!>R{^qZ`+$KO=&%9t%sd4>B9|v?5QNta&3<+mdzD}~kfZO_EdsJZ! zd+%!>3A67YyaUk<`*|4Al(oaQXU^I7bT8mi!O5Nq$P5lyYBDIeF!w`fx6dz0 zENS0<;8jo{2%=T+kSiXJn z`Uex`*YP*c(F>2;l3vCzfQ~np$aAfic7r|m;}&{@cfa2L;QoQRyJ0%6YXj86m9aY1 zkYtKU$aK?eXK)SJ<*Oj#--%_Tj_wE)WDezDG-An0C$n+$Y&M}qX7|a3WhvN7ljS@# zQ0dIDQqL$YcH24e-0Xir3)pgb5ES+$E!?j!f=zRW0HaBme5@iqTK6t$m z*uv}6S$E_YNS*5O*sfo*qv4yLS#`idvPdj9bzxTCjb=0fOJ?;bMrEF}@$@lrrYfb* zWoXB&|1_m?X^I-J57(b8+mSX;gy6p%w|xZVl@GTNEXcrdh%bb0PxkP@!20*1B;5~A zOBdCHoathxb_ywJap%rEUG9ic{!zJnZxn=|$Im!d%KsCK^l#*A)ThkDv7M0Zx$htw z-JUYIw2**h6%wAS8?$kebkR$_AwFFst`lcoZ)h6+WhE?#idO?nmdtm z23cb7WQUJ+@|szec46p(_MG^bh1J%kBTouc25~;wSkA&S^rOoG_Pov1Wc%~#2=|@N z{QLs$oyQfyy$&KTIwSaohg*dfdp#0HLO{yL-_$!~CW4k6K6B&^!nrGIT4LLnc^FUZoz|o;_Tp z6Q?8#!?<=<5{||8HX9_I7EQMACJJ6?o;CAZPxnXmIZs*!illMb8cr78fvglY30sbH z}dv?lx|_&)z!m0ENpP@r*YM1l~5 z1CQ(YugftBL~Qm>$5fF9v}FAQOUGl?sE#ns)Y5i`)8&Y?$1!)Vus-8|p#q6`ZoF>b zjne=!$b{&oQLpCU2H((8_|}leHR)f7meM8OW<_%GHTZInGNm^JfHZS3yLW3#t#{u( zPgQ-SRNbZ8EVSEy0dUldl4gC>KP89QtHuz|9|>UU!Xc^v=pREOaz-886IAk&BHF_7sHD$ZIo!E`SgWqX%nfSVU5?S2d9Xl}fB|dCEPC z`4=$ar4HNk)KxBWaef@H`0s4UNZXT*zbbdL4B-qZVkM2d zNwG6l0}F@mT{nP@0||mPJjKW=Y$$`knVSM&nlM%tblTQ%c{~_6qeUrD{d+2+MQ%iy zaoZl$ebk|@7xj_A-!iZBfut$qxXqs4g>Oln)xXZYpiv#;1GG#{`-ocwQt2^fg)Pgo z&82uphFJmwhb3jJ{X$4(_~9<)r!8UT55nRjFPicRkq9FM1oKRClma#b+d{7ah2W+IhGygaG9NlnOtE!tl&UX^A z0@(l1$g}h-xpiVif&u|cAhH771E7P~c2&WgW!Os11SXLu6K<|rbsvIz-Op#2D$w0(Uw*`?OvuGS&T|Whx3E^7E}tvS|u}2ztC%wFw;0E~kR;tkzQ?Pt}m;E0!6w+qb%% zHg@dN=w4;`MHDoa<5{*R4mA|VZ+gl&bmr+_sM6Mmwb zg|+#E6bi>e0ildy31E=cgo{@(f(Kx&3H_QZjd>nIqujYBua*TgMQX`ZcO5Wm4l}Ek zlr7m~W0_rXGeEX&rquCn3&XX16ubVQmpDgc?Y#uX^6>hLnbssg`|KTdo^ZkwU!LVH zlB>mW*4W5x-*ASnueG|&`kwxqxNmp8yE#>`BwxqtABiP?(3@zrwxw*hC$MFDkk_n) z52DDR5&aP)@e4s!$GapT>+6Q_hM0$TM8m;p{pK6!AV-|T^wb;D)M%o9Erb8NZ5PdQ zZD;2;zVg`aK}~s@#!6{T?92>-r+!Rm?9Ca80#oD=3nQRb5i2|fnA7d|3Cjjegn+Fi z+d|U`zD-j+46E%a`-j`_hob2pCprEh5RzuO={((y&7wAtTz@QV`@M(vC{`x}F&B55 zbuvz|5W%H9M7cNgWsgJ1-C|GQoQbN=&J+Kry2K;eu84DTwfJ>gM>^qUrJU&+533@y zeU-h|hni7eX}-X3>(!AE;!r**&)j{xG+)^$Q(VPUBezb)AwNUW*h2^G9kCMFEM$P8 zTaFc_8yuo>b0XvQvR#0~an}s)O^JWE^hAl%*)^tq8L=*R#;@n*M#iOKD3UvsJ(DVY zQ<1O9!j98nclydOo{o-O@WKs(I;PSNb)l0oS1g&+7z@>)6Ozw;5a3XP?mdKIZ}$JAcmKdyTLxf2V<+n5Z0^p*KHSba>6_9t%JW96QV)meLH|F3OsF z86vYe!qiK zUIRwX`|Cz;;2&`u-WPzcju05VVfs#`T@eT9%t8-qKao|A^OiLdS{!q-tmXs5EAinA z1$w5?c{#pyupP40H1nGwks=kY^@$;R5=K0Z@hpNp$K32ue%@y%*C#M40Z!hAMBFf~ zE56~)QivAq1d?mb%Z0q3?5M94!SJbmUn@7g_yFWNFboKCx&&LRC{h1A7jr3&LOj@c zRj?s>ut->}XkKRMrkvNj96ju_7H$HlW^?0kFCl09ZQ~+xne?EulLH3OFOGRNXS%JB zNguY-QJ;yGGhk30Pe_|Gsxm^QF1`Pg0o;%KwI{-n zr82I$ZiWgYnG8A!**v$`Tstm?i@C|(GgDlTdJa&7$;J_)yFo%J>*?0dOH2k-S9yER zl`bDOd-+h~t&9BbbNqF8_-{tHRb)_xhTRS_VN62Yt}YV98P8(9h2&WzPZiyYd1ZtN z1K*j8GsF>DFyFZqe(}V-xdrI93eD#EBg~&5hsGbgk}hTec zIFB;k2KZilwr#UK_j{i_{+KXJPAQh~G(`4IAg_0;?jVGqX*qh$^biGzAt>(?X8g8f zc%b5J&)Y}p*tS>VdbOIv%s&Q5r!#^@HZoa#2VIhDIV*PbrugdBFR&FEmUilx)-yNF zEHqn3{2R3xlv!W{-y>@H4l1Dlj{W2wBnMd67$b zNH^i2_u1Mx=F7e)mrNp1+;ueTykcmgB((8EQM;dv1=6u(-jCz@O4(j269Dmy z%F|}YT)nl^^2k**B+u5C>A8*qsbW#M!*|d|iK9O1mLdGQWKH#h^6N4JBPX~Do!(Ei z{lVsjX*$XkRU3J&-#SYVPttwL@o45k4b+qx6Yw>KnRvrfN?{WwfR1-X&xd4y534D< zX!wP1v0~zzU=(MsT?bG?p6%I=Ii-=@8+%?>%G|7Vl%M zxqe?CW3ss2*O4zBXm=;D7o1=6YWU8_k1ekzXo65NiGUi;QMz8K=wOZjIO?B|gFi=o zDKT)9<7_oC5(%p9Y{s6zhiYxEpJOys<;}Qc*g+|%*35y+$@xuv_*WLh@A(7>Z_6w1 za;Nq05rr;Z3qg&O3c}LdRX!DVJHe=I(wXYmjKiSx-$98nv2+x9z-rTX95Eh&Igym% zLxD9>1jL`XdwQnargcfK;&`G?*Tz}6rX30=aHJ=9W6qw^e4yCw*u*{m7FW*-K;pJWunr0yaIF90Jv>euYddzfxl5whX9dVP@9Vsbk zS`SLGbP5DZP$y)8aTsk+<@WSbXS+dBm3Ubn*=JX)hfA8yBrOl8sp7sk?48~xtj0Jl zD96liLv$Eu`Z^CI&}Ge4Nv|b?FL#^^Sd!oxKUWR}9^ceFhq-G_Wz^{)Y$P+JM#rWm zflq(mOU5|FxTbxOtdS>0Ed?%)3NVO*~Bhf+vM7})UCv^kT zK@my0p~WK?_V|;0iNqeeM1&x$aZZS3cU_)QcNXXbU#lNljEuQe+R)Bf*4B2la$7G> z1~v6mFMZ_OG(Kt(IOdR|J*$VU-%j{y>v1h@QI^Gcx6SlrL%o!@Ekj6r>>?8!C|->7+ez-;)w20zPMq+uxlLFPMo zUtzw%gghdZbBAOc7T*E=yf=34v4ZW1ZI~X813uuy8*Beu(Bq=q4UDA$N)t#SQK;P$ z$fz;&CCCxJ5#W5C&WY=V3<}5&HestCG#g4DH%XqA=Gi~gD61Ugk$|usv4VSQOo_Z$ zk#qjeRig)o_32wYybzlh{U_6cF1}f*&z`ONn~)S)ximc;o=<9%`ee(c6*#teXXH^) z;;Fw6+Wpv<^-0iC(B04z|4+3fZkDY&$1KDf z@L`UhgAj=g(Vi3|1Nct%B-XXpDX2}L{q8F(W!vi*of(?Ae79Hq_j)eu=Yse8C^Yl8 zey;2cfcis^g3WgYZz~2Ls{rhHs`}IpUB$bR2v?9l1!PmhS4t! zJZ|~~>at4(k{qdcMx#wpB9dt76xz2LVyAw|Pcy|QzaHOPN<}j{WsoO_u4V(yxS0}A z9bw#--CUQpS|dBgPN2q7WDfo13i#y8b^M~tddp4|?hh#L4_6+1X|miGfBT4ZXDa+L zd?y)wDm?|gHOgPirS{Gt!ATN)X0|O)^?N8!mkOn>f*VG9Rb70W+}^h77gv=EAXPlzI^-6XZRv<>GhL&{}bJ8jBUFVB&@t+#7VuWe2O>l zni(UTE{O8tV+v((n%fs3chaBb>M(S1OoT_{#+owCfZXI2!3puxQCFe967dT-c6PORb1 zAPBi-t30+hc`{?iyYr+vpm8g@+8J_7B7^kbx+sVi!Ccpz?&3{7fmsj4+`Puz1VU7zvlN|n> zu9f>yGl=wm~Te7eZ`NGtM4jb0RO^tW7hUA=KJPp>8Ikr) zuHTU{4$F$2OEOqG(BLORrxfy3>|fz8AQbhgNKgsvKFYkDUR`v58HZXRM2n^;Ta=YlCmt$?vShh+$c5oVn{wB5q+ICP z_c_6PL-#Zn*5#Q-4r{*@LiuKJM_zK)-a3YViV9a=`w2A5CSCJbwRRx>&8PQCn?TekOdq(htu%=}cv&CdGH zthH2Ht!0pWEJd3g9ah*FKnA4wr0-*3#fCQHPlvjTdu5iXRub6a=U@6ft|xEcX|HEr zgugyYXDA)2*LXKMIXl&HHFk6Bbx79|?2W&VrdFz%2;O!hHLAmJN!5;HV3)xWTGg){ z65UxR?O08^YQ3JGFsMt0+`NMngP*;3m`}+wk6h|Gz3VXj)~liJ@R<;AO|SE2l+Dhc z`}=trPn78$r0lYkRe8$8(Hy+QA^eC8q_`M4(H4m7pbLmrbaxHFiRx{#T#Zr~D>rN) zx&QXn?If}q{U{|#?HihQg5I_xz^hfmS+L6f%|l-eVb5l5bdweU1;M7Z{PUH?%t^smK3Epd68|3UGeS%#wN_LPi~)4$!2{%eg;RZEAx~)&GAPDcnN2bD zeUNYgUHU3lvu@%JMYXo+Rt`>2VsDOey;6uzqM4#?6xK8mXa7>yI_Q*cP}xVTsn;>R zX$8_TQm_yyP_bBH!DeZSCtdP&59ZveQ;n&0?54T~vZA7dqweaWDX?Y)VWol5+fI>G z2X*mXgqgzNqsNcpLBPz8{~HzhIxv#;k2ufps1a_DBX2cZK6&1BwkHWm09idSB7cw4 zyywr8JE`H+%I+1^tC_c|ri=W6Ls zqH6Tnc602h$*L8K;H~r` zr;J88DQ#-oo~0M*e|vJgbUb39*{c3lH06!+qhwiGe0TB7YIHX*H4A`+=;>v7Mgi{( zF@Zo6aQI5ZbYuT@oUir>k}!}8jNvyFF6w?ZTyA2IW-~`%KxcO1$}XH5>;3L+fKzl}RZ2=Rhe9 z7aKx$G2ySr%*AMpQy>vIr7-x(nf)0aPxW8KdK6Tc)@<)2)5_7yFOoh&9dVP7VQZW) zcH`VY8RvyJSjhXYy@g6NZDKJ>SG&UB>EAymemOF0tibCTKJGH3;@tK+u#R5N6KM*- zv5eNszMq9m&L?}SW=FS*lYaJ%3nZ*Th$p^iQ=c%*S)KAU;%C494!z0|7kf|4lfP;Y z<~KWOb7Fo9EgOOIGY-*@_OID&yK9fP=#dDOk1Z=;d3f=f?zbLm(_kEyjJfI7lPAw_ zMbD_w+qcr4+1f+(y&mDdxx*)FpqlfGK*^ytz=oL;drT=9px;ek8@NW`0fIFGJe(Bsr+kra18OXbDj`KZwH zUhlYTF)o0gzu|bm=*Quklo4q9KA?F6%tzMcCax&jXze z9*d&pJj@YwC9IL!qun5LI1{!Q{U327Sb89oh`7iOcevSGilPk}J+@GBb zu2b#Ct(tm(HviQ00T443YEk|8PFwggc{W}$2#KI|GXw0u0|fYaD>_E*<=$Y7ig|A- z9nwOFCmiiDYCqAbF?O|S)S0Hh#V?!6rd@ZJGz`9Va4!ygCS?-h#J9g7+V6r73G}wYpOty= zQ@m-PV2O47T0n6 z4l)IZ;~BC}47Av=Ny{@20Q}1!Uj4gQK?8q=&k%25RvphUVYyO5I>!80FG{c;4~-9J z`x0>hs=>y)D9vC#A9k$muz$%JH=_7ptrBTMAx^M*mibvFgViO2!W=`t0LG}ukk>}E zdD>TaS5c%FUV*qY#Q;bvey7dBiITPwamEclUr_V8L|<;3qgXv_N8{TC#$xjlT`Ru0 za%b10lVEP4>IUh9ZYccG(o=FeiKaHv{Jp zmp3)8IGx_QyW3idHacYaR=mb=efaUd1!zW9&i;@v7c&YWxBC3rM%=f&e_y$H#1a!# zQ8Lo>9mB=*C-&jU7*PQe2^nJX87arbrttI;P2A&PU?)-&wm3`hD}cu^A79 zeOCjF0?o5TU#VK)&c5+?n!lMuj%3%Cp)yH#__;))=EMkhetiXM3J z_7gl`BJUxgPz*)(ng-5_p!y@W0hd&;inXP!)g=-=V?&R8-b?3sK^&>Ej{Pf5OAS<= zM{|@1o^up^dHntifKS(x5rPM?oKKIV+-3luE~W#(d?bcd<@8Y)L%o$sa`U;uk^Qd@ zC%RuuFQdU2!&%8;Ckmpeu=o#@yh&d_F}J%4L8guCS(Z~R!vR!_{=k$G6Z)xF9obOV z`{cT#SH6tH6&dJ5eLr>tew4{*mz(BYOwD`)&nZL&sS_F6=~P-jSRM=4v4_BO6~5jl z%yH{)p=H=@)x&b<8r_a!Fl;L`qP+06XE_!B%a!`9b{2BfYO4Tgd*M1xv^Kq?D^s>s zIP(@!^CwE}Kvibx1B4z*v?@{*Ot5})EpBQZ#}VEtJ8d46sF`>>CaON$?#akfWCKrM zy~;bR1*$#ND!C#s&GNCaff{?VsQyKnE3LwhSzZt>$g`v&JKKjb!!1{8-%s9{T_g15t8YBKqF+wcgG8P7?;@5f{+ zc4;nl0{Q?MoiFVGS{&yySV#9o^0eaP53_4%(bc`}%ty>!8$P)WdOxIl3RLPMAxt(m zziffx8t-AFZhCWO@;M2eo{w;}KkQSew?XN(b1cMJmaJ2i&)i@eq^f zrl-cMSp*P28m;@z@9K zBoD@R#5SeQk6e-0x7VHz` zGY6G-Hi3(?tol#N8^|c1#ll<#@4I);Gkr^!6Tsd@mKI>*S{L=I9Qj7$n)|lsU%=lX zvhp%0sE3-YnTeMobd{RQp1KK2eQ64j)?BkKA8r)DkUV<(B&hAa5}WbYnuz%aTlypX zFoxmLdb|a`=a9popz>qpF9x??tFS?KOBm55EUSmkNT*>94&CH7ysxFV<2oM7q=Tkk zM@s>T%NZ0JAI3$}bRiRy?-PD>dMedwkONAaGdG&mtpT{O9_C#6&Lv|waV4J`pe42H{S|X zx!i@ug(GIs61&FV0#20+)DG>btsW{~jb*WAA2^|#UWU!70I@0iMokf3(z!MsqB94B z(7Fo0Wwp3K=|^d~BMvwkfuMTN1$*jkV|IheWQ%ot@g#vW|lGHefG&FZq}F)CeJflvt||^+j0h$%yxS=f?NG9&diShyC+D}kgxRQ zb%ZQ#un}mwS`WdM)8277H}_%y@a$~#*>M<$7lS-#0C@+CJ1P#RM51}}9i(|i%jw+s z({6H{^Y32efXs5PMP;AAgm<{J#s?M0jxpO zOp|c2uYUWzPk(1YdG0^C_HS5R7B!f)dI$uw?Nxa551}1=ErNvw25Y05$B9r-G*s~c zvMNwy=Ap(-zNg=`t82oe<&_@Nz9Rav)S;|O)8!U<)HX+Yz^v6;JA?jGoMj{SvNP8v z^*CCid{JyUn!-*qZwEwZ?17;4}2IV{XvvsUYN=gqR{A1SsmoKmnp*8(MY@hO$pfmItUf5YH9{?AO%v7dcU z|1v%PXa5!d)bnM4w&Y-U8@7cghvmZh`6A9{W*j0@(Z$4jfZPwzy^u_8d202dTl%q{ z7MafMB&H=nI*deGm;1MHJuiL29DjIcl*RvV^wp6+VnM9!>^St^g^K21pax2s)gNa!!jw+O1izOMv(P}bZ6{!-E68?C4YV@gfk&<; z;N&T_>ZXSHl&JXEgffYs9oc@-L5wX<>C_Yh#sym8>-_oNDll2EOpffYQ2gfZKDB>2 zd`Xt#L!r|jy;uJ^!&aKrCOS0Vz0Q`g$`kD+{l2^n!3o)(k6H|Ji}zI66F@OvlYxjB zS@7MlVqAZL^I0b)k4+i>Fv;Gt% z-ZE4=w^3yP9Bn1zJ=F;#$B7SF@IiVDYDX<6OR`ZdA=&T+u@H_SnOJdnq6-Inu6ugm zJe1-dCgq*2OXB!RNm|KT#I*^_7@4}@xN#=SeKV7=|MrFw@5kne;uyDLs~hb$wK&rh zD5LB6{;RdP?qtzzfyAX}kK^eimt*|X3FRt2lfgRW1Z(sVyV=2ad^E)GUJzaHvLJM% zxNit_F6nHj^rQu})ue)ho5Ynt!7d3LJ65)KzhBXWW(gMJX#81edDb@nv&)NA4xiPz z>E-=(lejD|u8{44P4S1U&4B8%9O_GP>kPJ=>dCOlS5LUWqmE||4m_x=BBd)D>*cnf zZxwp1&Z5Z?*9Y=C%621J6o@E(R~ISa)F-w;5Tnl9sOQYi>RaO&?bg*&va4{GT5kBT zbhEa2>>VrXn~VpfKJ)2%Q7?2F(l4@ARE5sYUSD{{LB!;crw#C@K>%q$=;8efECKU# zWEgYZQ?PP*g)@PBAtxa4!_SW8~Au_h=d0`dz;!39#872JDgyG>zLCTE_p7%zRzcu>1LtPW~WRb*tPtO3h?DH zL#lK_)jyrw9W$s%o2}zWx}aTCGs5V>t<890#ZK;_M`TX1sh7rJy&6Kn-Q3JEdxO0B z<4qoRiM5u%i}tN>gsIn{4DG@k`T9+354$94mzzBnZsrzmXj!=-lCtqWk9y&F80Bp} zjfDu-#Eo7{hN`oJ3s(4V$}yb_Q__ZRSVfsi@w-hTa7)*St{viYDg&V{L-nQ$XZA~^ zx|IyY^@)3_?2~OLgcn>Cq6s->2eaki zlsuP6hY#2_Syd8rNlL3}xk-}K!@0KP=arO5hQ+CyO6kjp*#}$V_X&0XZdU*YTIVYf zix7MRqqUQSimh8GH)rqq#(#ck_7bhNC6AE*N!3!rhC>P5_P)T5yFCKwgmnKfi~v+$ zKP_#4u~-!C_Q#RJN^%DrxUk_H*rtPc>IeEq20Kw^c`dmnHkD#W!`pk%oa)=L8l5)V z4`04iz-QI~UeoF~cBK)lozMOOavCh0{PN=a%jzA-fT zGFD>98EUY!O*?!%`>c*e9Qt8XCQnYu0ha0NDB)|V2JG;8RUlUx8C z#lv)L>^~~6d86qd+%0lQ`%3BN$LR^e7fh-1X2l?vN%FFV-V{b#SrV<`)v8yVq1TId zXnL-OQ#lYLNkWILXbrZu#6qke!m)lBgMe)RE>+$)DI$_ zeH{$*=QYQ}3k_^#=b!fgc{s|0@BEHzfETeCbxZ)fp(l*svm2q6wm&x{|2xtY69B~! zC&Ix16)Aud>%kTv`eEv(xPJrgy1hlHs%(1-L|L0 z_{}H6%H0R_a*Va?FXzix+R^4dlmtvS;7CM^e~S-sRYkI3ZN&JA(n2R&*8*go9e*=! zHXFq}?cf$V=ETDlo2SR)N`6l^-=}+#+3d`-T!`h13&rX3OBh4GTx_jNotZUzNTPB? z3Xfm! zj&a>wCj-C1ZvQC+|BK^9aq=%uWRL+?AJ?O;(-}t&`b*p4Hzr9E zI9-Lz_TuVd)mFzo)GHx7TUaE=5cU>tzvL$v=JW32Io}Wi^|+pwFmht%2^j$_ZSu&! z4b`h$^-yuPV}u|%*^loNHasvDoLz@q@*(cF&QH_fN#o18O!sghnVXzwa_|EICEkh( zOT|G+n)j9590Su9__Yn{x58&*_f^)c&i%os?#HQPW&~i$o9}`2WvP9DMrNqf_v1k5?Cj0;NY4_(-k!H837|p|7w39`taAVsXvWoCP zJp)uD;7(JC(>oJ2YcKSfC9p5%(mW&FP2N3$7I-~Q?%9FdBvPh#j5>DhI+GW{TW7Gy zw=B|ozY_mR6~3>vreda-&WQo0>nj(ahN^x$bg<6PioHn^&C=rpO9RWEx-_olMP8Dl zxN(bZhn$|T9B1R;8JIG2)OV1PZnl-wSyb?IrM?tw>p9hwU1e_y3;-&m;aIVB04gOl zDXXhAW*$q#b*V_WWa3f+*Diu^C%v^oEe8{}#P!;#ms_sIAXpTF`el)5Zz;bmp3*GD$$CDT;W6V8Vw#j6O zKW9w@cVT(@(NVrEq$4lK)ID?5BG1=P4a;TAEn&{_Wb9q^xw27vFFCnv#&p7<@L2k8 z+0_djxVJLs5>&nY0*3^Q+A7o=eK82vXDWwLoX=+Aw(Xl-PV9x2`8@}_Y|m|zn%Qp} zzpvVwc*hO48F!{vfpK4kys=T^%)Ie1eoiE9EjL> z;6{-FQO$54`tkBp6p*t_qUCTyxz(;W2-x8h9jnTCjKAaBTAg2!nX}c{vJ5*>F|l3} z09gS+6AcSd*IYkc9iZf`x_Tx0(A+_6-a4u9N6woihml&B9Rr>u8H=Z>56%W zb)`Dd6?Z*V-O%Mw$;Oya$EV9|2BtueG}<`lO%GTrgkU`^3`V-%w<~ki?6^_Gsj||g zQZN|G_pU0~Nj3UvRP%kp-gFUEQyYTP&173Nf?S=9tj)qzLv|_LcSCp83tmtAt{5B$ zVc5oUWg577>JJ+iu?nmh8#2`fx|r2anCR_YoOcr422+=7sI=6 zjVTLdnUA0sM9X6WujLr^jj;SfP6BjR(W2WQ-UwP~aTw;fFg{c4P$2Y2XONF8pv1x! zJs}lqwehquq;`8#-!v_>_PGyPb&9=?5MG4iG7$H(!g=GT7O`>E5N;*CkdHg9m7&&^R80ZXV?(xiRL zs@hG~i251=Xn7#Vp7KpXny{SH1gCc(s zi~ZI}{g{}HeEd*g6%;tULX%`-%9Qgk<=gSl-C%Zmeg#G-TZl|dxL>==AH-(=YVRzX zy>b5vaHt&N(6`|OIFX46)m=+_h(;yaIUhX5KhA2r_oDwfwYeD2^n1V@|$L@soU zJVoucL1-{`z>m(JG>K=M+FhNSZH-#B?kOoUqyk3aj;8m1Zv5zewK4fv|I4!Rza$d- zbtIyGpuM}(*q&=Nvo*JTdkFeP97?bR2>|J3e#A-w`q@tkxoWP5_GMe~omD>AdHmFQ zj}aDjltzg^QG|o&CPnNe56`L$9IO~*Jmy>{OFrCR3wwiNQa?&Pg+;h+d9;5iMx94E zoxZGXE4r&BD1VOk^1j0n-nOxFTBh;lo>~d!m8Cj|7F+-M5mF>10M>;r;aS)MOdK$2 zW-qk0`rPMi!q0!Udm&pGcUdd(ew2$hxu*Z&h=XW~wK9dJZNt`Sv8akm@@_;i<)zCacf97Zs0kr!v?wTPoCXKAa>=mb%{bHY7+ZBHyL131F zMko(7Et?EOHirbxKsu1HE$D?5rdMNlY;Vqe5{eb8@|YZ6jwB-=TsBu7njzxyy)Yg(tYXa7}S1=iga4w$q_SaCpluoo}n`;w-;Pyz={C_3@4=DEtfPG;|11ST zY4tOX;U~N3w+toV&txF_kuR%(d{n3{plTUfKGo;K2y2V3)1`Z@!l99F62Oe;DTYox zA(#QBDdYfVw5Aw-u*(_PFpaMD`SRj1DnV-fRTteq-nyFP9WJUV84x@3ZvBPG*2?qP z>bF_?I(mw;Bl@>L)+GiHhk)+Kv`kU~6`_7L!_Ln%PgFD%B-ReX_OB0@LVoz@Cu#wN zG64eH)JfbL;UdtHSU?8_fX}TFeXAD1^RW0`F`I*T&bwH{W4}@>=sU%m@0sZTcy9!R z`$SOR{D2ZqLys&1z@z{SE15o$g+Y4U*hq_=!`W7fKu8)z0Dr3sipt99WS>IO`{orh z>NbftwL}Ki!HNAzn0ES8ZH>J5u`f<=o(}=7ud%u3cQ#ZXFBy7?;HL-qjPAFvyLyD(dW!B^lZRB~`W_uF@#w z8CrEAydO12M}aVc$Umql8dF z2;+gE;kC#E6QBn5U`7`S;49Nd`h2MUFm92!#!6!^1bzNwxvnda{JOn zfzEMH1Rs@e_4XFB9ucf(9$7rfJz}FrcYLl530}+EjR(J6@S+KwTzgSb>c4)g!S^Bx zrk1GIf2=uzcPv5n;#*S^e|4FK^BW%9`9jlzb)Rn4>BSScWsX@s)^`!@6veFtR<|Ca zKKMkg=o4V0E!-<*W4p8%=6J;4Dh&UV&g=aP1%Pj&N!}*~{5GYN~1YSc-WP ze9}OA9QGKJ$wzzj#KX5O>~3W7CTrU=C9~{Bs31gBNjCm<&Cb5*E0JQ33Z=&WvTbq( z#%-`3Xy+$vw!vDcz*7}{Ui!}-oH6Q!SM2i=IUD;7u3lz_Jr(KxW!U)lmf`o`>+Y`s zKpEJfC*Vz{Fm>gtp!N0__Z@oQpC29Lpd>b!2kvbED9M>EJKE~dsYPozXZuWV5g8{3 zi6$f3sTRIQ&b6=P7H@JL@`v?QC9EZ$hTZM~%YB~wV7eKK z&rwLPR_2N{O$~wj_#98N?(O(;zlJoIUCyXrZ#@b_y>}Fd$Qh!E0sX;bJ3%jx(mN31 zx-Mjc>#kmlS@J>c&*dz+#V5QME6k=}BI=RsK8$)t{Q%7az(N0wTO)% z(~xaRIX*O`YY`_f5-r}X(k}dr3e>{2L%M}{S2Ct}A3wX!&B}S#E%as)kM(oavsZmR z-atLd$YlZ}?l~JXOL;ha7|-&nlF)+$&*-e(m5P7jt3$FsiJSyi@%P9u;m=Og_%f=f zMc-4voHgo5Tayu2hgOuI_vH!eB6~w@Lv0EJP@F8{03wAShC>H$y9N{IX(ULp~$;g687<~-eH_I^h%-&5Hc6mje-(v-U zU>=x8T?kK)>OZ5P`(~14>7Kc+d*sc&)q5o`O0o<`sS4zrqpuQ3+Ci4x@=pbW2{MBd zj}6`Kig}gp9a#kn$s{_x>pBkq^ZotlhyOef-+cyBx?xdM%s0g^{Ed;?hBv-nj`J-t z-3_AGdtR*3tavjb<;8wBm#=S0uQ%Y8N8RitqI!YkLCXVUceexRRDRgwyW=A|x46WY zCMpdOn8-Hr*+8gH^oHW6mtoLC-aEsa?Y<}0NGM2-p7uDZF-VESG#C#vS@zf(A98m? zUDdQAQ-G>8o<7%riqvc;=U^wna{!Ro8oJ}TRk5k|47LgQ+@;_HX-~snefaL?4PQZl zy;oY@vuc%a#tq}nrLHr%^elU?FllbX5hUd=eKUVBGf2$@3-^VbiX#pf+bz+($*ow7aVu;!;YdE#H7cOy1qCa^&C@xHO} zA!>S}EW=W|wsr}oK=>?m~ZFLxADqHuIP3;YWe_!kGNRk*b<7nkm2M`!*P@=*%gaFaI* z`CdNLup}P{4yZ-vI(`EOug<3Lt1uojtV3;dsNX;rEJ;Ux5GLvSE?oP~8~k^BazDF7 z-Y_^SLP~qOxdck%E@+G@dL9{{B@Yq42Ix>bvp&OQsy$c|N0+#tYO0tk%HfXkm}H)y zUc`;Wu=H?+GOg5{APJY9+}}Ycr274PdAu1pOZJvb)<`7TtX$oEylstk!jR=AwhPO4 zzE5p6H9%WKmBc>i+|K>T-f=iqEC%1&5M>z$Ncz#7W^n`$19%<|fRvP9X;2iXhGWaM zw5@y+s+#l=IwCrAkX&-z^>r)Jv>{@+PI|mv%`nzKA@ZV~(W*gULK7F@~dPs~{F< z(u3T!H9#~Wqo}ZQ{mNox<&)CS4(Pj37id%ExyKPF;&@*HRs3=!wJkTvq^I9pDD8qz zJwKul!%Gexvzn8+;C(ByX8d@OiuQxN@ew{fZlT%mwCiUUB+awY)&s~!R!w2!lklzR zJxkWQnaQ)hT9fAG;)ruV$T1NJT@r<38hp=Ba7R74FM4&)lut%UyR_@7K6Ys+g{pqi zt$yeV@W7sR>TCHZ;OL8VJxmp_mw1volcggM47{EKwTl2&#&7v14+C~PtKz5yZQBSV zMekTND?t1_04FVu9VfV`*Z+^BFy(*6*ZU!^zK3YMuDs5S*iP8yCZ;YeOSTtT*bLAFM9l zXcFo(^Am>-^EZg0Y<3uOZ^%UD26ELezp5=~X=bAmCb>!ONw2Euz9Z>)JV1x7>?4(hk8|@0+YSBUH zTlJNTCZmNWtYX(AYoc_;z~sV8)yH{)Y405t?cA;w@(8ljkQ+i~io)`}cHnlb-co&V z-(w4+QL;Vb3lpgF;N#Qu_u9Fy4MG6>K_tp)-S~F=(qXCwKs(anS5$X&)#Si_R@^!8R7B)eM!5wPVhxsNlsbwffXBSS=yP%tX@suLu-HR z^?B&Tk&oe`IptfHY#9coJn_AC>3eCH#D?2BJF6aNsZFWT>f-}d4Q>f1zFg)aUX*FO z4h7%Yf(xk!YW6;=F12pFzRH%?$8PTkCO0d{kb_%3_+mgEtyyF37(Nu#HJI$q{18?@ ze29LrEf{4Qb22$p(Aw*26PQ|WbfcyEEVRvp_yqunZZEq0XuAA*;G&gy)mwZ(<~-B{ zYC8G_z}kV^4)iPLq48lhTEr=AME?@7> zS>P3?0I|Jux!g&QE`B0S9C@cKIO*^l8~K{rd(ap-%QrjgLnVD~VbGD6SEqI1S&`}y zIwNV9Dr5mp4tEoz(;r4>T2f|d+9g;JC$;zLtSgGukV+1d?6B((?|cs1u&)My+eknb z;m#H+n0PD{ZA2U0Pp7R>+E%LZ&K^H|l8B|EuBNsEEx%8Yd})%vNUxNxzOdk!mu`C6 zE5yg$tp>(=w@!@|dv|?&nEv2g{EOl8i8GxyjFi~kve?j~ie)PEEMT|@sOb`NfX!{# zyR*z%7g!PO4m~8X=3h&Mc9{#N2rS8 zO{qiT?RK_h5BCmg@fHHs32k&<)D<=43MaXKC1`b|(fGK7As_w%-FoM0a{Or1Pw^4{uSP8%dn7Lp5d) z=S|+@f`XcYGwt3gj_{CVfX7(lacgUM%}xMe*8Cn09enl`w0|X6uh1LF`d@fa0&u5k z0QN>HJPU_X++(w4z;6M%gY4}r@jn_QCes}mJA%g(H938jTiJv9qM2mIqHSWH4rc;leZa0j{6u`h(JTQqshxxN=LtfSe}t??Xdd3#<|9ur@4cb3k#mf zAJON0ivwmgIpv7;8)_PAjvgX|7RDQbmay$b z2BIG?>CNwE@%LEH-z*r&*WQsq!Kf)?vVUpPSD3{4)p6w-y5OAAM#-jv(v`O@tdh{@ z%yurEF&mA0g21eJ3pI-iKB1wTC>c!PCH4IIc0ciUbIpFb@GHX7-Oq(aY@vuUsJh~!0RRcY7dM~ANdcdKy3&=1CqP_J~$U9l*e zjaBYa#i*-}R~t+pZSX6EfUKj^3yK{tR9vm+rwEWfk%wicT+n;kQvR{q8LJXFpmRk- z6#SAAF2M`R%fO+71`bwQ-&+Q(xvoj+DbAS>x(X%q0~mxq9)bUU!}_1R7l($xHZJQ! z2bcaPTOb$&p3&)nVn4GVg0w}}9{{XRyZuAsLlSHTZk`azq;}|W>l@w z1@L3oU&>IF^}0uLY(S1iHqupkfe$(45yonY`j=3JvVt@4zI z=$Re`Jc~R0PXw9qs@5JxJl$`S{frx7tu7#l@r3?jf=m11OtK+7PffV9I0+D05@&e_ z^3;O9AUsHOuT+f&@G?~ghIx)}bO~9JR3NU$HPYvNU0@jI1Ie`@BW{RFnE=B9H};Jw z6}VsQeLnk+10bX8@d5fpOYM-34g|12?#urB(PsZhntW#v{5gRKq; z{$oB=3CEQ%@WJNtYSQ}$aY?Debka&K^CKeND-hJ48$MaF?|Ru^!a3BrQwW^X*etaTc|bbCSw~Iol8dN=3=LxMpOH7sg#M-VqJi% zJSp>0&>ScyJbi~<5UkgRyZCXSn!DBgPL-(tEEywZWR$~RAYNiN_i8X+SJk)g&1e^?03(lM|c$fW2wjkfsaaL@b3fZ*%s?>debDI8>TwbKsR8SF z;`)>0QP;)y>`(jm+LGPbiVT(LJnl|rfQRS9=<%N|U%Wx{zRNBH;i4iZ!#pFZFwr_b zjFy%*k1gpk($Cb|kw1&z?c+<0@FUTwifjKlkjr&t%lUedu+rXZpKMOEWP`-r!I^JN1;??EE8ss+!GaxDWS$3MErhheoE- z6-;nQ@<~k)W+Vhu4m3=b;LQb;q(UDSd<6|*d$8>?-}!~kzXZbk27TaL>hNC{B6Fc3 zcFLT38?5Z2LzeDF4&CAsiT5}VwNL|4w0f&))Q7IOt330H-(0)C*UUHJI~Y)v%> z5*ebL6@Rx}2@|d&R1oY3qEhAw)27CqQtm6ZJ2Iial;ATKwvye9W$n8{L${I2Na82n z%qi34C#?ZkTK@s6RqD_BTUEE3VDwU6Q!T6Wk#%tc6%Vz;A$0vqO5V%#!wQV<9Lfud zpFE-d+am}d8muy4XYxWau`INr?u4w{nHsL-@nRBi2zZ8u?C_a2bSsB%DDNllO!n9x zMpgWM?S22+G3b&ArCu0h${4-BE&(^vJ`YMclnmDbtk zUApIv2qm~>;|qu9PVrlw?|whr<5zCR?Dv3U;YJf^4Qucv?6#%Cn3~@3^B+u+uNvnst1#(hD`PXv8$N`7hYZs zt9a!H?G-=RK0t4Ze8TnCCP)oaW>&h84cpEMXg;0g9A2&xbZT;RS_#=2ZlcXHyrk*r zYMj0J@NS1<0R+o3=1oTGa_1+b$g zEM!Cns^q+!%y;g~8sh{KWwH0=F1Oi(wngTc^2>AZx#~7- zt*xR>W<#?_D!bSiTcknr$leSWuXC19OVI&EENW{vGTiR#-CJ7mA_TkmXzVt5R#+xH zdTa)NmrR1z20SKkcK)V9_e!zKv6528)r~W)$n2a7)%YyD{+;0-zJfW+#DEndTR@SZ zx3Y_m;E?l&ceWVc>+=heKG0YzdzRhCBncnAdHH}rON)l4oBGelT5G`ufIuRG!BSgj z!oWT8PO$|YbKASyC&{6o@VkUVtKGiOAoSDYaE)Hab)L|7I!%-Eh z2!?&A_BvukkaH?}@v{;HuBT|tmJ_8|OVCxDGIT{@4#3Z=NqU77?TfG*BV;OOizmGc zJf!`3fD&kZgVDyuB@xM+_H~ylI2|h^$iT1iu~R{Ht*Fz+k&O5+%J#h|*s&5cx5=y*!0hzmRZp10kc!R57iIU9$T zGU;TwAqg8J412xbgq-s^TJ7YoAd3lT-P8f~h^4PwREFndR8Y-NyopWyk>u3E|j_Pz2$mySVUYmP+sHo&9DHz?Oz}e zK>)Na!`*r&TIj{OT69^a{@9tUD-A0#fiV$P2_V}vw;c=D>_g1f4qFLZyydLoeA(Wp z!!ln<-n|coB@OkvR-UdqbR|C(ZjX#W{Gfg0_s9&sUm^u*WgLxo|4>u zMD%69QCxmVeEx|_3qL2u{+2WkclrwA%#Z&HdW7vfWVF#2`RRh}FA6sNS~Gv-nnzZh z+FlrRg#9r2lR#DPcb?*p`T6hC(*I1o|92`I0NQ+4;lA1raGbx}T>taoJ8I6uRMgBn zKzihhs^B*+H2X>DOe`Ks{M1Q&(O>UAF@zro2aF2GpYA3EIPAlATgoK~U zk*=VRC{l#mterR`b;ZZTG8ZyzN@Oby?_GA?yV5Lae^>Sp1N$V)8XtNVH#{W#pr$lU zy>QdS;*=zNiF`Ps>KNf6k*-_oXU^?E46|6cu0+=yDRFlT$O7?YCOOOx=c{$VE)ipG ze;Bs!hmf2%M=ukRwNPr~_F+uX?gU1_!(@R>!{<47kM`4>XWzYkls|FXFrO31%A5rd z8&rF7abAKh9Iw>bqdAE~fax&AvOit5+b}NDS9O0{=R%jQ;0nj9i^cZvmdJKT^xXN= z$K6O;Rt73zC%mr}cHecYC~X~C-{iwwyY1tDfF321h7B?xlgu#k-kl$GwU`B;LFNQj za&sVVO9yTRZI*0Qg9JD43iQiWvw&_t-V^l|`xmw}chS{UPDUjei=s?dLWULxT8^IT z=x2#pQq%BhH%vul+!Wp(+m*`mwbW;{K)If>fS&~jJ#%%b<>fCr##KUt>BUVL%}r`P zlu#-RsuX$Umfv;|oKs6-ZTIj+z>VBIx#XU*CE}R3l(e|n15~5FOsC#qz(Mu ziYLOZva^NuC)gY2Kkg9CX%DZ!t8REm4&}v+T3dJzzCJfH$9`44eBN$1TqRRy%&>Nc zRg|535M1@dcYWJ+)dzKFaSKM7ndr6?lw>YxpVAnf#ret++LA(1X+v{=z>GoSHG;)F z#jZ;6dd@uSvtXDxa5Nk;>2T!+w8nKjJyRY-f>;LgKSm{ z3w|)@>_hXJIM8oxEw#J{g_J2FF^o;qLSYffsa0uB#>G_enMFhHMx$2o9wR$%Npxrr zs2IP3D5!5*>e@bdop9gowkHhGy96xSkG6w`2`8NA?%vrflV^LEyw@a+ooBYAzn7^G z8DL}Vomp@A#q?+Xut-9YmYJcWuR@{FT%+)?VuO|3WN%M8TXqUx^F zq|9In_Hug!tLgCC_2b9-Qa=_xcA%^r^(j;s6S{th^GYw-dl1P4<6L{rB}($`)ycseinB&fd=2Z%rXr+e_q9=j z?+8pUL~x(Brevem?g)AMy_5xV(~y!x~g6x1iA-Q zC$;*9I@yB*Wm}0pxgT(9DnHwqc?XqmQ~MqTv!57oyn3Uh(LzfmWvL>MLaFXK&q$0c zGp!~=Kl~xikO&A;8gA#ekafkSobrSb0%r-}H+j!2ZKF@!W)XnCoy#bztSm!5TDN(L z;o?9W>s6-LWZTTUxOK|-F@ee{_>b~4QGp0ccmAuo>yaW6_w@Ld4UBoy@(LsRPVbL9 z;NO<=UldCGi<wd#u$vg0%NG`Xxff78!&3s3V(_)D5q@y`jE}H!acN7S z&^;sZYN{u&xiC=lT7}nt72Cy#CZ& z%oIGH0%eV2IZV}@qCPl902`@&a_J|3wp4A^Ia4ZOp70oV&AIRkcEAx2OI-*v1lP&1 z_j3B%6o+2Loo?Z8K%9T%NVOsK?qHywR@>l7TB>5_L%2rnTsHSaqTMF>=fRQ@AF9rF zpF#uCqgn^J9;Xg*@aKYU6eE}Fj;E}CXjJ`Oj|ec4mk2Y84a~AY4u5KkKNi+2w%-~Y z$+*Qn$rl#l)-!>RI5hh-h7^A>AagTP4S|5p8mdN3oz6jcA348xgnbTLS6XbyA>67t z9+jAuv>~ACfnnTfv{EO%5F&1(GcAAH=*Wi}+I_xHE8Cfg=2vF7+q4F{1r{&H*5yPx zS{!L~kdeT@Pr=jEN6e{}EIoB%4ZAG1HCaw1>5b`35t*yLjvxDgMWVj2fl88Q-n?m? zZn#?r9pplPzD7`lJ#B*AszDv0zcHx0UWKyx1;IdS9wtki* zfI^Y8>fw!T?n?30h!Yy;fZq~+GxdDk2Nn=$;nEgJODzOCqdtJb)* zbkk(Lj;5^~G&`)f6?(TG0@CA4uZS%+up9TGfe}j{_~?1)+f+#bH53*6C>aAn0~$c0 zGq9$-&YW8Mn`R0-i+clxNr~h1By~BM8*mHZ5qJALYj#@mTPfr+K8L$!0)m&Ss5?@k z+v+_iu8XeBn6u5(bq(CxB|Kk2O@jB&q?`)Q(#yPdn&&X}o{mylVY}sCh?ISAap>*<8cx8v)3xRJA-{V1~f>c97?+2X%oM$N3mlTj8I>@RqFn%P1_d|8Wv({PQ;9n(>`3GD^%E1HeVw zO>l)xp{SCKHrBZueQgSk@yR@rWF1px<@c+=cVoaOv7$TU!Z>(I6^(cO@!)HqBV|)-zDNzoeB>DeD|R+1ONdFTz7!KxoUY!!W)ta| z^2l;>QH0TThYpam8=82%3^!3fB&CuDFR5q0_`V_Tt3I?a;I3wIUGeBND{xaE4DY|O#5k;HqD%sI`hB3ue zGM>GJfbTIm#_P{%5BJ3%{v=+JX?_GOx6N~Rw=CujRYg}5~kg`{EGoy zHcr2^^WSvYLSKzl97~}J`Ihkf3;t36$OswyG1j^8H~FAnJDGmx+P_~9|L^I=?_Yl^ z6DIPLhyb8P9l}e(dMk~SBA4Qf&dz1)Z8D_OMgbc0WuX1(5{~6!or@7O`}-8iJABN_ zjg5uMqhVqLncs~we~Zj{_c_Qxvon~o-Pt_Cx@yO^HtC~cT&2h3PMJw9O{=EY9&Z<( z?)ezF*gaK~@843XlqNM^Hw&NofV5(ey`!Kt4o*Q8{>EV0;(0(a}gzz7GaYwn%LlguVFL=8eGm zWVW`j8pSKvxXaQ~#lWdXnnInzpFBu#nSxT-0`;p(kg*PLNbTZ@cmpIR1VBO;cw69K zLVMWeRX)CYrFCmZyhb`Ca$Mr@miDa_-wq~IX0!F<1=2I`Xee{`l#?e5S{`o=TO5)0 z+KDWTbe3W5HY4#oB$JME)bZtm#Dw0)N3OdWhftqp9+SMMZc8^`r@ zt-QeSaFNDMR|j-?(@h~LNDjl(^z_P_Hv??r$x3%x&)^5PK~8K`II6%&FLs_gC2gzM zL`KUjpYA8ue|h99HK_LADTu%LoUfcK^OxD`4qVXD(lMSycWnuE?lA&#hztwCkaqAK z67a9~b`Y{Qs@>4pe6^J0@bKh?}aAp<#J zPEZ#Qk)$H^>VqMrPQ+($L;oA+mk-|RH2X-9gVMY{hzuV+^IX0 zMu`wmOE-8HMIhTBDEXZX)pyAxl0TKLGP(t5^-JWsHxjfb;Z|1!@4pRgWvO{KKH=d{ zQf8Z>BsISv?HK~vh&)Q*{M0L@L%h6hmY0xO5Z%mqG`0NPs4^)R6{v=EqZWgDAu$+C zytqK*Dy-Ox2>>0lF!{c7twdOP%bkw*ihJSjvMw$tG<{G;YV<&T^_e z7O1YstV*XZ&WP<5X}3^A`WJ504y9*Xy%e(RctgzPr^d%zU!8p7=}R}ikEnwM8(mVe_Lj%+Un*W06{T^w z!TR}`I(i8*W|2Z+Ozv)mu47{<>2^MBI!Drq8jlKYy|xd-WdK}>s6ilE|IuZh7*_f( zSg60{N&eC6|Nrqgza9N=FGDWhV|IQVs0L6NwuYF7S5{0{-SdCfT0XrHxQL?<(_}I3SiL@9L0-(&yV4Nm zrg8D|K?Hb;3D>mu3_jZ`Y-lFkueR%>kLpESF1UK%t_Ybc{rLvlg$$jWOFbcpKAa2_ zHqKw5;RH8_oG}3vTmG>az_C+2^JAZRU+A8;>62_=|o3L);Iga95$O35h?6JY$Y+~Q~aUJPEO)dXHIYQZZ3h>aG=$1U@agbZ&SJNP>t(=9D|VIQ4#4G!t2X>%~ASw z(!3(p(oo`O*sbr$gp3z>dbx^+AAWM!5l*}cjAOM-Q# zd5`2 z8`_Ytsc3UFrfup%xJo6PA4xPs;;ds9qfn7Z8q>Mq;`d%W{bO584&x%IQrz6Dqem05 zfu*cyN!g_@J4910vH+LF?r96*LpknfFaIj3Xk6$lgMol#n6F7sO7Hu4G*L8qV@m%( zV&Z7_$~iEfkIoDXPiH|A8UBS8e2`Eo)!VZGP}#q?U;pU)KfsXxy{7(xCVuZ0-@gBm z;`c+U=wIY2{ux62wT=HjoDND$wpfABBx{{wu`>L!12RpB{s3`}HeO%~e`kypxbieu zCNG_OUY6}xD%MC0kDd-!I}mDcW1@;Td*6L!DBgnW*@NPMHhX0*OrZZTQidMC*>Ku@ zX}2bsw^FRAVFP`v^<6c7Lusu4^#?ARPBy|5Vu#qy023fxjV;$W^;U!7;p-Ki*6YVv zc9|O=;F6`}4(=KnFD_p!d9gHS7JI|cpOMtOtH8L!PkOhJedA;xu}&1cuSsV;C^_BA zn^96&Vg62;{=F%k)>J>0ZR$ZY)c`>*Kg5r`0Weq{(hn1xl@i;>U{`5+*`9e0jM<~k zxL7z3^qy6+z3AaRmP_GP5T2waH&~uR)h)1+4z4T<{t6nix3XG)yPf->1pcU;T(M2S zl@o{{`NffK=3zU}>3<=u7+BIKu2fmi5XI40S+E_Ph=RSK};|UT`S6gRxCc^dipN>_hE}iW;b=z(a;^lPI zN+#uo9l_O4S{SmC=!2`Jt6jcbDMzq}oKj!UFS7n(NOysK-0V7a+mn>u<;$<0R^7^w zoiAn}pCsn$f7Bb6cmxrRL0Z!>5)%BRj2pDw_R*o-WlE+Y#Mzr=k-XPFax{6=-tSOz z($g~z$|?wt*j6^Mai#3@bQrFTPgIO=RJ=VLnM3{h*sT}LQXR~h*Ywvdu5%oF6ntXA zz1>mc{jnPlKaCOB@H|~6MN)S^7ULoW&dlns33Pk~wGOcyLj;+=n-)&6b`6(+N{p1? z3`ZUvMsc!_zeR7%5Mu|EuCG^bEkP%5e+At+9x}hCO4jWJlz)AzHBM6+MqM%?$X-i- z985!`L)Za{JQLnmLQszpk3&z5a5}FJwQlJC_WAA<^mQfQXF$+d)rDCeppDhzj=vd( z=WLnTrS>XBSxc;ewX%;VT7YLGiBixeKMsj@l<6xXDZxqzE@*LbA28wd5LaRgxBS6p z5lZ zBGX7$1+&-`+xv`WcEz0IJZP%e2k3Q;;0<1g@%9v$7-}_;hoHS=cM`&PgS*Kdyf*T% zbIJ^F7Hc6^GB_8ZI5|NGVSsKE0hWV+gk3|p$Ct(_?B%LnI-zGX?_jYq>61jG5|ydB zEcPH@Rx53!>{CJGC+2Gf5mMBhTP@i#>@m-koXwT*+*G=gz0+w8C=WU6I-1Zk@PE6zQQD0db5MFCKAxswX`QR|9?fJcB| z6&^{9mDd*rX~z&C>#VS#ju*CRWp>~dX7AVsVICeGO51c;x=uW-R)%#watMmt0!a5h z@z9uqMb42*=4uSZyw&zr3Pl|LaT;pkQ=i&lu^b@V`2aelxd7eV{s4rUfsRk}m!$%{ zOT1iQx{4~L}-*7??&kp_$s|G-r9AE zW7oF^XmtIH!s=viRB#DT83T0`>~<#k_g@G%6WQ^ZU30y9AyUpm4t(rg+Sx!eI?jSG zwb~DI7w6Cp?&qMGrgyvGvw3}X$_CV{XbRZ=3GPn-M`NQN10c4VWhT-ECe~VQF3{j- zsC)8i*PpsGFv+pOS@sSA2SaZw2kw;htw1`uKdA~RjXZGCZjP7qb>Osb;H4ucwhO< zQ;`=SC(3q_DbkmxtICExEPR#RYX9sjNTTY*qZ8)?yFxZcBA@M8qnG#7*CUlVsR=K0 zt`jczJ+dCM!WC>gTXZfafVP=3eDW+SEWkF^NI(B1#CZzez-+{YzAE-z zLE*4sa1d8}Na;Z2Sl^z1DO?$Pu6SXp*uL6?UZ9@h#Jt}P(h|>OLH<>ekBjr)#fYbmNGhRMt&n76S|W`gBGHHRh_qOkpDD zJDL|#bH!wV1Uo1rgI>A3w1z$!oI0bOzPRs`A8W!I``Spe%HvC7s0mk03)ePx9-s(v z3zs^lmawKH58dGq+>hpuFX(c)B&7^BNo(`%f7C-~Pt?Dvc(QicV;kX?*9xWv%DiPe zWa|y@xw$b{4M{agB1JK^;w%w$e&UAw(-(>H4m<2;b(?j?uRj~QaH#F)o5mjQNuQLX zvougQT{m|Fv-)sD`sEV!Kw7`Ep`;#i!)`_6DZ5J~1?uJvy7`JozwPkjGZT2n4c#M~ zA4P{`x3(Ns_L)G5(-VYRpu`Q5*a8q<&P=PFHO3a`=`U$vS=-;bn2|p$b=@{`ia5GGR$Qa@hYKzp!SLQq(rZHM!`|26n3vo6r z;|3PrSRwPLG(@Ay~&jcO03FdAeA zmPG-8xAD3rO3}Jg{H7xmyk``*W#-}b6XeDCSiWOCnt4}nnb5PuI)<*M@x;D#6ELI+<@?32JH+Sb_tS{d@t z15i^=VFJxn(|!9IfFBwIFq@Q%ZglkoeqcE~nJ1!vhGg%o0tLGu#500;;Oi-_1GmG< zJ>#uT^YJnKR{l40?LXub=M3)0M#NeT>V>a-N-BIsF?cr5;^e~h2J&VgWW5F~{wmHc4@pVfHA&0tdFDed80EyV16sF@T&I!gC%x&`ED5WHE_08ozN!}&R z!p{w+4(R*6!X#U5Me;|frFys=F2uVzJ=bK3R$kx_Hx5lc0$D4FJge_fS-Q$Q4croi zw3Xg8&_*N9?!l;vV|#hPrUMssPa&A6PgYUCzo<5)i!`S8mVp)ZSgB;)6p?!rKVdy` zP=}^a@VV-W$->C8ZLU5#X(-B_4n^v6p9HB?C(6 zm>MG1x^^`vcX0CMkxi=jp35IYEU#AiJhicNJ6bfdxckH+?Uj(iT|mu%qD z@$D}nhWtZ8^}n(<|7jhaZwQ9pH7tMX;~yoxkhHra>x^-)4-A!s1U%srAQAFfZV0(4lrC_zrffc-Y31LO}71Hgr| zl_68apSG7@!E^rx0q56#gOyCfg zLdF?;eh}E<$c?9V4^L$S>g^Ap>n`K>Wm&5IacgzS^nDTUQy2Lm&L-FP0xa2Q#hdG| zu|9W?dhr!BiEa!XdxBLdFYj6<^ed+r1k!wbM6y_}1PY9JyUM=^6ylkuJW{WL&t8uf zq^A^}?!8@-aOqi$0LdAW0=b1Y9aH}8cI`wpzv1dCWt+SWVM)kmd+_Ah+U`L zC}cT3>C9pe=?79g4Crcb6;66P5Ws|wE=ia!5WROM=je}`yrY|;sYR=nV2n?DTe_`# z&fo1Oh@==_ujRZUkWy|2ateEXze5=u$G-?jr#DMMaU<#|yjKn!CWH15??)gL@ zf#RdpwLQ1p7?HN_WM!Y~xxx4H;X8^Ep&xc&I@(Ft5p?b(u z^DCn#T}0oTKJiZ{nK`m_dBtF6YsHZ62R6gMLP!1DcXV&3!F%)~cKaKNfT7=a zE4T&0iiZUAAfqo{c0cyoA7*Po8iNONRu>vO4}FnDzt~aj8oxn zLvdNDR+F`6KG2Z$f2}`1u_pc`jpEM$!G7X}{Mu;!+O;1-?B&#??pg=+V7mkB(hZ-q z)}fgq7MrnmGt_J3*oE(=(Ent*0a#cdK=}#@?Ayy1VEZa|z?h^$oAn!@J7?4mFCyUy zf7*om+4SQNUq{wU)1Z-}F-yG@3OgTK*oV?JkDfi*@o-=JsXWL7(BsPrgwAj3eg)M4 z{lSm9j+5g=<0tP)Or!6_Eh%Lsb~rgMHHd;RDuNqDYUD0XD2eK8u&I?7%RA18lH2zt-Rx;`gQS?6W;fKEH?b}8T*$F)6c{9 zM?e1sDWJcgi9g!gKl}gw(=onpalT*Z32O8g_xI;frj6dSJNS~J`*`G&-VM6G@S2Dm ziNJ>dxJZP0pGgFIux$xIe|bsGLYjyTec%NPKzwGcKkF;#T-pJRI$+1A0lOYb3r2VX zs9@*WE#JFEd=YL;Jk*1(hk$?4#vDQzZY2qqzCuvUmC_icEjOXe9%6qzbLIfH_KZE; z;HO&vHBsr_up6+yC1hOJ6bEius|J;F+bK&$b*24=A%6 zZ1{qy_mi7-h=1m({H(_G(^SaPU9hvuL4O#v+THCzAAO~OJVl<9TPVan)|3UVG|C$A z6Iu8JL7tz_7D0{f@WbtrWxd$hu$^_~(~!q!M)TEQ-F`WSF?zEm%k)}HY=`?jAf2Ot z_zLocgYk{*UlM{2DVb1*`^5ljn3kkS-URx@ihWDi>MLk>srM@=?EYc!2WVG!E|B2J zRU=*lNU^_Y@UqJngl4$`Cr2vzAFMHG-Ky#%Fq zkPgyI=p{j_Ktc%tLhg6&-R~*)?mqjy-+sG$9PhsOUvn^FW|En6&g;Cc^H(h8u_bH4 z*SF_=YRk;bT4xiiIG2}iK2`hauC3=AY z+Whn?FNIcYD(RI`b%T9vA~cLwKA1qAIWXuO! z_@93ffPGs(T1*KnCW=TyXvVh$BISo!It)!sOy)`4YJS8lOg~y$2bL7MpA%$nSDD8!Ne=rUVe=t7CChf=J3TW@uwlH>x8O|+Xv=pzm|8YqfZu0G=|P`ZGjD)$*;@A%V;YOrtWOjAT~=$8KIsQ+Fv2bV zSTx#bnHKF)*XmfwRqvA^Wps~MTKqkT_J~lGO;OMnVb#57{}BDO=uHa`rEb}XflazP z)z|F((l@>Cs@&_(;hEbs1E^7?MQuXWhxw^VUAn-pLrh#pkZS}A$_kqbUR<&jR1aCe z^XYueXGS_(4@!zw7}sYm-cQqHk<<5;=^ZTqp;{Nkq&ExtEC2HowfpHDMiIx zXB(~SG=of99C2at@KJD0&DXZFwFPgEA5}koz@;$uLtlk`ezV7}oho zL+QCv$ZsGBGGQ7T@MRfiUyqKHhQ}86NYeQ|jNpY9BJ?5@?tRlb-d&K_`Pi~b@C^4|>n^vA?`Es7RZSe4`l=(%2X^O`1B1ol z_)uUC|3ipkuB!XG!nIgY@$W7C!a^6GNy$VaMFY_$U*CL5&f@v+NY_W;D-)5l7eg!)>Nhr*^ z582h-zqoRM$dKGgq>VY$1OSUCwv7iH`zU5#G|G~#+R-G{1!lT@yW#Fdmcc3p_Pl2L zB$yN@+c4eY7(jJ$lBbX|@Csx?@Jb_}JfBZM&bN}Hubl+SmWQP_oGPaa&}rs>SR%0~ zL3S0-05DrAty7dzySJGWO3Lsf%beAz>*;LLht&LExyxjP>1H~zQn>rEA^UYw>9#T4!M`qcdf)`u$}_E=>2NX zo%-Qwm}2WL%fFrI=zHJZ(DW6Yp)@xNmUUUd^$t@@UAxS`6{ zLR<5#ajP_+8?V+PGSs(1i|5)&i(l=jnW!nVr`TK+p!1yccs}=1_IrZz;~gtH&h+4j zWlk*u@xX}3p;IB^!79$1qX686>KC44+rM~9%4`S_(XryC@L{~x@pG0&Q=KU8dP0jn zX%kjsvscdOQ<)xe``5DI{p;%9uWnL?K5OJ4m?Wx#Nlz;Hq9qU-1;xXwr{5;MF2wJo zXlY)8reTvmtm#oW83PE%F1y(aN zAsN~cpYxM#3qVtQwf!2-7a4F6O9!}`m^PXBxw>+t^Y0;^E{7c3s(2&=to$D3C@WM5 zB#5bEEg|p$`iIZ>z~_7-p}hnxCRYDs%crZsXR;O6__l-gjHjdXmSkgsxGwV(BrNCF^k^3#)m;p7 zOL^}Tw#BXaco^xJ^v1#zcSqX&driq!H5rbO?>%k}*r_+vSype0R`46s| zxbi}dE|+HU&&Nm$|E|6u7=mCf8c>0m#&YjZb*}rBlJ_wg@tko`(&Y2Oi#S^{ zy764to>jqsKr@pm$=&AL+_di#80YAtxCLK4ZR}iUUvgeP5Ot~9m4%7&B~Um#X-Vl{ zc&f6m3n7h`s<1{TG-a`)7O6-hUv1Fo1&Ajx9uj4Dd@h+fxr?Wveq4o(wDmyMLft$G zV(9DbQ$T)4^f9kUmwE|K>3`1q#sEp7GH@Q2@4ad2MY5=lp{M>S%e0>AF53_GItEDl*GqZoN-D5V95H23%%S+o zcWrxqpFQqOm$PqT37?Ntm{V|C==#JKdmzh_>*xr|s|;g4C7bz|EVO)}1aZfKBrc`e z*r1Q#B2Zh8)po|7t5ZmOtx7Ka=FcP#s#sY=w7A$5cT+AimR_Khnw|OQ++Ci$b-hN9 zS}CEY%vr%t%T}M&Syduh>(pcbfn4D~dVYh9Nzw9s*CECa!n(Aqy_xS)x{Y*r*izim~lIK27m6d3}Rb5%ZFey_f6mCh$y;$!7MVkZYr> z*@;jC#0ss`2Y*ZvrlDf*P2L%;W^H|FW?tMR&KND)!`$9|eYKr17E%;Ff7^9Kf6kk@ zeVJIG5-@((LbU9z*2hT#iaFR3j{vHv?D-5~j>D&q;Ep5|wh^S0$`2N>PE?6|w51D6 zxat~sadUfgJp*!wK$2h*3zR4^I7KvxC@J>f*JN$i7muayF%9+?kv~E7+{he`OEJqO zD=Fv;k_%*3qO<*xIdM%?_zr8o)+Lkkw&`DoyWbbQ4-ev(Mc@jzaval4=}+f))3^G# z{Iq$0&Of@dqiOonYhfj3zPXP+vfGV9PrlfVQ}($dDO0BbnJnxvI`K`79&<%_M6FQ9 z^W>t0s|8mlp1a8It1QY{7sIHrqo^YllwwwD2{v$}I?LpT9g&3CU6%S1K8`mbe*1Fz zq~*AW*f)G#2Nd&zU;8}Dmhk)Z!Huaz0ZC#>;&&N$1V`LjtkIrba#V@2Qrf>nB+K&R zF^|a!V~~Q)P7zGtJywtO%^;!W9l6mk+?8^xec!A>_2mAG5ou`OQV2<_45IaC8SYBL zeec_z^w~+O7mH;cfd4#6h$89tEUr4VeT0yAv-)ke37g(W5AJY_XXg?J%nbWw{~M_Y zUii1S$$T>bYUR9|NHJP&-fL^idG{76i3zp(sO#J8=g#@Co0nf+erf@K8O-@;ctM>I z^8QsYm&%PAm&ZuWIH7l@lQ79)xj|?RjSd~PnCBE>`RpmTU30uuuYXZk5My6CHf#AN zTzTq@_6`|$L53Tbf(uK6A{C?yCspV6#sjie+uS>a47X7ip?naEAqIC}Ws}|Q6#&yZ z`vWcrM2^PkaVh3f3EyTaBr>aE?;ljNV;7B;0BOo`Se%mR&>AoLyZI~?E1+U!dw89P z$VE8Lbs-y5o#5|jS&usC{R%nwp6pac6ZVs}%ac6wZ4wBA;RsV|*fWp+{1b+gV9{xX zw*PXxH4>coz7Ot8pK&3rDvq@>`5a0!04a_9D)2`6oF<3*)xX_G{@ZltKjCx2ESRlG zLEg%2rx)g(`N9CDuh^!S(4dM(*fmwz9XW3pW9wzsiSUCBd7#k?URu&)Bu^Q&8yO_% z2Yvb`%MEWFS79}Nt3c|Tvz=a;4THpNcDq}JguBs)-0!4pm#8?j^X%ohvw*HdwR^=%b0n>WfJtZz+v<{FCo{*SWX)@)`eDgPQNiN@r9x@w0ZYBi%5J-&Ei z)T4?urURQPoLN9+Y`9A7>q>?4>nSo?OP+fZ%>XcDNI@6%Xy_@LvS~lEVrffeQp``c zY2UE#fWGUtVZc$M(+rCGdxc;JT*4~$Q!Sg3tpMCJL^|xX8tm@Cjy7-e{9m4T%*KYG zymn>L%c}43TvdkM{7eeh^oVkD$Q;V4DY5XbWihi4W8Sn7;h5-lFLdfsru&Y>=c1wl zqjw0ta89%eYI0{#%9B6x7yf=WG(>HGp}yfjg-zYhH>!=se5Z}GZN>}6xMO<19@h43 z&CvKRQG8|F=OYVPH1tIdR%w~+WEbto)^#K5Oz+l961}TrAoy7?{PgH4V*`ve25VG=XVIy&!LzJ=}F>Ew;K(O**G;!^&s ztHS{@*GSsp{ovZ4;z2XfULTRmw+VwF_f#dw^m)0*UNvV?dSflGK)Wy2!G$Br$6eeH92v zQp(F4!*fA2yVJ(!9OV{o-ZZqg;W1&WBD+gT0wKoVAej2Su*xfZuB63(<(CiYW=c--b7|D`9 zYVfA>acJ`1d_ydCh;*MpU3ND+Z~Kf(g$k{i+ztJF>}!iCs~0gCIevoTXjZ4FTmu#I z(mNowaJk>99u4hRagWBKj+K_%a^97>^gZbk{czg65`r+)(}A5p!5Tmo<4BJV>V|@c z$8Ezj;un9o-kJ8;J3^4xQO7;>zXy0qor+SZ;s=Y%N{Fk8M~t??~{k!X^GP69hd z68;if-DT7!iW**y43He_^sE%?bl!OOpu9RdVI#Au>!#uWYY@@zDnIaOuUJu%;bk@6JJY z>BpwooS(i?8yEF9`;xp`9ln|T67=;c(_P}w?A{Pj155k0l>{Xwv~;_DzR9y4^x{%m zw_|P`$6dY@Zoc{gf7`!;QMmE|RZ_qpm^?X2vjBq0MO~Zo7R*SzhD`_NgY}L5ALb=R zn)Og&Y>!r~(=h`4M2RTAuFv2OQz&YVNyOFF0~7lxWO3C?pOnB)A;<;}F2NDk%2o7i zMnbg%b9+3Kg0Zr};okE}t!nPDDU+__1kav2F|NYSME&cu z#LP*wxD$EN0L!eF8Z`OV-+jXKb`B6S3H3njPa31H)B`~j>`~If^rBeW$mNXt?trVx ztJiw;bHE7%ffKN_Fq|jGp0KnEkSwu%OmxtDu2TgLgI8^17@CZ--CkIecRIT~Hw%DHBb5Df$OEwjdISs2u;rU}Yx-8%9ODVI)e45(5JFeb1@fz2lN z@S{aI%_(7yMYEy$dI+4ajkv?El~e_rwg$f86kE78-#+igL=lA_7I2r#{1$o+H&I~) z9+EKcr#0$dRL+KJ=GVBji<%yPG8j1166y=_m}%Mg_hR#Zb6m59M0Tg^g?o+e3EOQg zn7YxPh4H-a(~7}PTk%F^DXZ7tprBGJE}YK`Xs69o`j3@ z!>;S$spNEWAsT>hE4-VU0^7FlY(eqlre_!U6Q>`YhT106*_3^XoZ$|;B5EWJ@k~M9 zx8&7yk;8<%2XUOXXE;mhgSdqXc2r?ELAZtan8KoL;a-Za2dZtKVh3H|uRkb5Dw!Ux7yHyDBVR2Ij5>XseES-QBq*Y{cTD_}aGy z1N@H{>0&f@RoGJL<8vS|HS|NnfjlR7%P60-Fom#BBjQ(y?MV*-oRokvC;03q`0`NT z0YA}j8yk+-iojWB{*5z{{>2l^XL0j>W=bw|Bbd<#zVU4|j%`9S#^%*iu9AV~*51QS z``0uHqWW)zbo6r-_$%HZ*l44~$`?VbE#xryC5yYJRoq`rDQX01!)AG+UwNeH0^AdeUcw$qFZNZD3X(a1hz6$jFst?3r>)fp04S4&8s&_r>hqzT?ipY zm21edZ4u?>eUgl&6o1f>sxIUK2N|c%28~%>pYmogWAwUov~5hirH1Oh!N5U@c$7It zS~d=>c=TW|)|T26+N(EQ3=bYPPY!+Lt?%r;Z0uhJWW#%}9+=xGSL2NRGkq<&fEuox z8^XdyE(Tr_8R-K*45I&atWPSB&?9!p;zxboy7>Wbk*TWQ7)d@x&uEzSku^|ocYDAlxwKu$)vU@AdYyIEm5UhV ze|@61n6M5ozAkXYU>NR{Gt{A@5b^#3p&PO6ESDG*8HkH~IjkVQ5kWZIc?{9z8W8C4=6!(i58eGjb-(ScMtled2 zN8vxO1=6i(O{^VOJZEH*wc|_q5s>0+_#Y=#{6|4ozaJ;KF*?sFCX*mMs@6eLiLgM) z&X-_@W!Yo;PTZ@QyMXSE9b>ZL-Cq??=`{#L6+#G9*h7J(@9@zu%TetK&d?LH?jwZ( z{JPkt!`*%+ZuTM~RydI-TC*?c#)pXu12i~N>cYfa=)(tN8m;YKcWBksgCl5{a%Fwr z=#?Gc^SW$=GYgaGUT%ol(mfjPVq-hv(2>c8FwKX?Z0tp-!5vzv#I9DSO+z5@nGHPH zKkk3Ig53iJ6h(V4`94PRW|w0{%(T8Viwz!GiI?6Z;-Y(mjEk6;KZWs3w{ha`p{ioe zkv({(nU_a|tp#7k9(3&#mtv8{Qocx%$WnFGGJPLY6y0OT7uFs_?nmM46GjXJG;e$&_ zy(_)D9Odev9^rESZy??bH~f0=`BSrODxeDy;nRFt(+2Q{wupRzS3cnY>baH??JbqK zhw=0?RB*1*`eF<8!1O)(=(ir0ZuNJFS9Ox+(ywJ#>)}Fc0hTp3_V-rP=>yPN`|5Gm zcjcS42iMG%`c3TLx+*@@Z8XDUuLUzBDy>_a!j2H;0jHu-8l78yY09Cqf&oa|*3k&O zpiar0STt;pxO8{nwWKI^^*R>rXT1g}T2`}uu(UeAKjTtzyk6xd<*~2NpL5L_>6)Wp zf^4UBkQR4K(6Z*&JgsB}{GQmZ1~cylNn>HADD}w5T-3?@Tpvfe49V5?!JIh$vneE# zqTr99YYU6mY(#H{C#2V)Xo2in0JlL@J}zN&u-R(f9F%*2AGw6c7Z-Iq3 z#9FSp!|nuzP^)N@&R&PpcSEdtRv23D6@u2eORBSf2ekk5XU=5Np@$=LYtG@Tz8 zVs*OGEN@?CxJeGtFF{;wKHL~xvGI0kHzXihj2XfDp~3p7({NtYONbMG*EGJs%;tWF z;hAy^X=*3;yY20n5Fz|9_>dNT^YZnZv(`XbEBQbEtpeuXoxHcE7kAzYKyhkrP77@| zq-$Bf+i#Kx+Jh_Hp$JWQvm-dEKwF99hvN*aJ@dAszw9P6TqwBROm0aP=pg1{34A_^_{+kCY|0w?z-!d+DJ;Zx;YSQ9BY{Bu-{C4VInKkV)8_f4C~_} zs1>%swEjH9I*yCP4*Ap2BP1W^K-7#KMw50g)1X~b9rIQ`y4cp5*uGU|Ig8)8voomG z5Ara<3!@Wz+DQZ7SxyI6zte4aFFKnSZ}F0wj&?-G9(2feuV`RB z3b60=>P%cuYzgPd^akTdN6Z-eANMg1^!T-`(6!x~bu`#Lgp_s3h_O|A)ub;Kl54Hz ztu-GK+4ycbJNNzuqBwbn3hweTa+ey(&lhaLprJqR7kP&FEep&tvT1mjD}5?~-i>_} zHu(g_3*)VcqI(jtqw?)8Bj1%y^DK`9exe2Hp0Zo0Ovvc3_BOu$3*Lh>$cXgjB({3{ zz|tDr4U6(Uf0&L75&~Xm6 zD=NFEEYNr*-Dx3mg3l2B$qGD@!q3%59{8; zW((pCY&i%GSXipVWQ9njiq_i6=OKw}#xX8ldX(l{)Wvt6-D=9xlsJ1~!6G`wzym=p zA{yNytY}~@RE5isN4s5e@iWD)raBIs52Z067k57*!OXam98&z~W0u4y=Hni6CSkTg z@Y;`34=XMB@JjV4uzE#?Z{7^yym$82^mwB6Ck;FoNu%l{f7A>21w{liu;gu>$xc|JYRb_@Cdt^CFgEgepk z@Ttgg9B}$kn)VZ6QxO*@CBDM64Ttg7?%7yl^b_%|F73w!{3sb*hDbGF#8|&FP)t;d z)k8XGvtkuitiCu0y2zXTux2#oAfY6E6@lw4rzQt73K?}TH3K#`wV-w!!R(U5x*m71 zfGrDN@&18ho`H7(s{c>R#h7Y8FA?nH4X=P>X_T3dsoye7rh@@>jsi8f?*;7VsIllE zfWylLYF$auC@>u~AlOeNwsI@|p?kxEqw)s|qD+EDlZ+z1P|LnmJGAo_oEAGG?^e&# z`7Dd7*(TO$t>Nx&bJg}l%XLdMX;-U?xppa*$Y|munt;b;U99rxmljbrMsO_HzS)Y# z4B}>hpVlcpKK&r^G7Xe4+)}LEb*lJ{x)tP^K3EzwZA9>dpp6~$8>o=}SQvT=kWmMw z0juA3YJ3zd_b+Q>|LI#Il5_%l5rb>yGGAs6@&3@C)AgW)9;YMWWnG0 z(9#!A;l~u8&AQUybmkCk^|5oIyyls=4Rxrhh{Xg7{S<^A%u z>&Yv~EwzTZu~4Qv+Vk?%=60=M%%|U#lc|CmJ#mPfD`>s=HX#SoN7;ysw5sZf$~j^m zM`n4EpF(*Li0;jTnv&zT3$s5 z&nnxm(3^e|Q_TO!$+Rxqd&3$n4*uSj>}6u@uyl`$u$)?r3aY1+7Ho@%Js?r}#So|~ zY!cko|0^mOeds{chIO%)3B_|`4T|h&A#Ze+fzIfpZjbSi7NBm?ye5h*4|Y_%_e8m+ z{@Vw~&|gMkKQ)5I3!6j}<(#+9mBUZ=?)VvQo$63NBwb>p{DdJ-R`WBl6mxPB1$>>BK;yyY804#GHmyMGA!K53 z!f27chvSt)CN+1oX4Du*Gka#~7oSuuf>_z*jg*>y1MwL<1AKF!7COJ>fGw1`P{lg1 zXOssY`{j_~43GygN(3`CyX~~vMcTIhIu)6;B`P=K2bx*lfVwi1NB#Ge1aZ1)oo#HB zE86!1F7+8gf0~yYgpj?I&;AIK^FHo*4Xzo*1z_zjFS38qi}nVS?Z~x<;Up>?F^A^D z@i_^IyHnKy;>vd z*K%MTEI?%C&esL%Hy{yj^}@t}%7P-B2`3yV2Rzl-ej331XsJ%&Bj#Jkjq_@k)k6~h z6WF7Faa7K=$?m$-`XKu0y_yZdK;icTuBx4MH*WdujmW}2D3Bqj$*~V~cEL;#^#j+q zh9mB1i#5>m+;|kJtnBV+ZJ=3&g~hWix%j2{#>VEbdF|&Rx80=G4WGKp%5qRro1ztU zkTMY`6xMEt6#{dXv1VvVt~N-i=leIjxjv~kYGSuTrq7@mW$x%AiBPUHdy$;xx>xk# zF42YpjDGVqP7{r5XE@QL+B&6K7M(AuudT}htdcuMm_G8qyg}%HlyG@li2&mESdYQU zlG8=Wnd>7U}5%bLEs+OU`uaktb8M@ zs5wEFyP~rd(&`PY0_RH|1CZ?trX~Hlt(;>xyBt++l+piG)xWdcUQ8JLeGVP@<|IHG zE;UTi?GN2NEi2NcsCjO!(0kL_vv*Z>6Sd!V8)xKp)p6cSPT-y*zToEP8{aPb5qG<+ z>=IY{g zpwcMui1R9`F&0rw|e&c&Q{R# zXGC!q=Qk6Sgw*q(@{>}RoIC*)7MgR0uJ_GthX|%hknBYhEeULo*W$Y=sM@=R?E)Xh zvDmb{uRKt>2fSu|&R??vC20<$t`3Ti|r zBEZo&E~Jadkb0ZgypF>=ZC8$X+{_Ux?FT~*6{46QXqj%&=w%|fB#=AU6o0|0IjTZ$ zlooTncI#d3xU7VWF z5Ulaqs`BOz_>$%X91Yu0CTsz(EpXv8V8Ru7qJizV`Hp6lSD%0mD4pt;NwBv{AVa@) zl`6_CYUjk?#I=OpsFU}0!_q%S?Kh%*yXRk-)_p=Kl6$8K)$t9`QC{yP5SR0P1uw=H zRI~`A_Er<`x!4U(FjmBen1A9NEPBZPChK#vH!K6E7qIH`VC>$S75T1QP{YJ+eOsZ} z(YqEuw2wQ$6Cp|!V*4U}|ZnWs`~!PR}ZcqM>A?4f)t z4YR=dGE|dxU9u}ehb{}NvSmhO-DTK9t4DnHM*K!i4@KvYcn#Q%;D+pT7JbsO_y0i- z?7zi}{qNl8r`f#%=r+eISbf=<_nyh7Z_U(75$;YX*Gj4<&`*e*X|?>5?Ai5lCp_Jy~-uYhD$+z$D3dh}KJr4hCwcF_opOunxpKYJYOjzl;k@ub&5;7Z- zF3WPSU+Oyivy~bno)@(g87pZb8Lu}Yog!XcZum;LW}Prl0x;h#ztiVN?5-Bd8L!3( z7}JK_KGr9ABGpV*YjN%T`|_dA?aJqnl#M&S_q94+gk96L%!2{lmwP}V7Ur9-8TSjS z6NorF(TTNR{vPnSP49j2l^^8+=j^GwQ~!MJzxG`I4(*eV|DxUTmo2ep&*s7qgU^9lW3NYY3>rp_yE@e(TioSo zjVx=(Gs#bJcwX!9!M#Y{jP7XhHT7f5$$vKNqmM3uJbno1*%$1lMGFC={6Vz{AakSR z%@dH7omA2EPg4h?G{A1W7R=yigzD)u`%I>xnZr1MFpC>i@nD>OWGM`*Z)F_wCOZ_%jCnjDbI6;LjNNGY0;Q zfj?v5|Lzzl-@9iuUh^hi$GGYnU+wUqCZMH4tHLb#)I$034tz-QRyzV0AtZt$_ zI(f=go2l#xzyLC8n|kHduW+e`S)O1;{%As*AN)tK-{jC(T!{=Hgsz@#vErYTdlj z?Rrta0+S`J8wz9GaW`{#RPW+;KVu`2R#=r5$)-L`@It*gH@orYpMk4=vhyoT00iY* z%tnhfGElTrj?k&;V{*$386_>qQj_a06B6Xjhr8mpZpC)OB;2!x4J`c)WS`vVYN%l= zxSK6RJrkms7lV+3MOi<>I#S0A9e)zZNw!W}(7qF$Y*DwK#FEQ(RF*}D?tw+)D1eTT z{K935q=_j6I*hma@F?gNC5m8sIYh2Wa0t(evySas=E%?vWVw*LU+*}MpWZm=;unmM zO>E8XnEvdHsK?lMFIZif-)evL!SPmtPIm39!=csev=<{c-T+^OJ!ajw_o9uj{f%;U z+g|p38+`Lp$s!~0e4}aS4+M$-KLC|~cx<^d>?XwNyEWBjlvjqI=96@cq+5TjbB~bc z{gm!qZr9x8vGqF&VbmTf*Zv7AUoDE$&UG~O^9QivChe!LA}JDQV)U-PK-;i7;qd!D zMYD;-HwSJyuIEYaU2np!;`j-B=-&k+vZ)=7U7U+|=Pf=DhCGzHncTa|9!aTMI0vck z@=sm&0iehem6bLl{m)zDm#W0wbJkI0IDVp+e?b}jtF7QL)CKK;1@|)eOJO26Ow7w) zQ=q-;ofzi(?79Y5(al+Mb|H!aF)@e@79DNZ%_MGG4I5uY!qAjpfun;+@Qp%jWXVb= zL&&QNAtWW77P7*E4g~l>l14()dm!9<<9O%SH4|T?CjJS z1qGo40+>O2TmMMg1I7ffZbkue!}pHt??E(U6`~@~t(j!F-*E}-zk2bWpY=qsY!WBx z2{?1Rjv%{@+~;;iSoUbtg6_*lF`i{$-Tkv_2w>`dqdhBNr#6C#nuQ912awL+{b;Cv-hh0NN5xjH)F~L0O)BJY_ z)^1Ci6(FhhU}6XD(v<}UlY)<*L(?Kagm+29dLk79 zJ%UKEyIu445fxAwU+DNwz03&bTeWrR%iN&nca-IhT;{!N_6^0a$&zk45Y4sRMms-!*Gsmh$L#QR+cdLVNR&*Tf;QEVOfi5)Pr;ZT z-Tbf#pe+w;TACH2n$N_}k`B4d@o3F_cD;r^a}T|)beZoMbXz1zco{b49J{Q67Q3%C z{eGXNp5rdEst9V7@vEIx*j3>%@e$VVq3{i8>YY6n3}ASm^edt0Fo)7?SX6VWjmJ?8 zDsZ!sMw4qOny`DV@m2ee809ddyoBP>Gt9WweU^Owvc+q2{0S zEw5z<`lL=`To2(vGOMnA566g#|2H4GV8?GD$878=YV_h%c~IbV@K7|tk{nGP_hJmL zI*FfgG4+%=$WL_L`*`sS(2&!609sY>U1izh>R`5yb8S%#_AIMU-Vl_gEwBzpvjj|%h#Pq;VcKdC}l1;A66fo z5ML;5L8r`Jz%oC&uPN2mqlVO{6ckYh+7q=p!PUzPtrHa0X&lK+?w( zUPA%5KSAg6KZvzElQ5mlh9*%H)q?!VousX<7ja=*KK1oB*b z*#iE~E`lGzN+E?=2kK0?qg1|JuE`8=;OLc2&-vC)-v+Odp#lrzCd-dX9Ql$p=szbs zQj8=*!APcq$ROW>S(XYa0ZIg&Y%Sr?-Nq;aGU%r3-r{Y=>K>5!L`@>rcv%|jT)cOf zKlN)yFcbZWo6jdG%m$Eda&n6ZMjPV-r*SGl5aHpT?pJ<{d_!@;E5hf-xj0+YqXI-b z#Ws3NI?qL|cT3XYn-Cj&l2VUW-6>aZ--XIb>RMX-ZZ{ajo?+Tg-&eB&s4?f8H7S~gsNtKa`lXOV#lSO{l} z4akLD8@W>mA_=>j{}kCB_WN0>+eSg$<82%`nKo2?^f+a`aQh;e&6RENKdH>{k`VWdR+I@S653Vl6f3+WqPRt9!Sf(%dIUHhueLM|mx< zYz9xY-A10+EB6+Eqj{#%l0q>>+n?6j*50a#Fk-~Gji0cnH!;$bA$e_2uZM;rZEF7@ zb?Hl*K=W)0VaVO{jporXt3xd>(F+KmV;U_OheaY`)K2V-ZK&zmBc+Nf^JKRU%?WCb zj%e#oDyYM<D%Q|~NVsFdq9dr;6)Tg=~_4CV+YdypM(T#bZ z`>Kv+lZ7OKqyT^HJnLT-0RK`DC!H z#1V5|m*!h!A+j4#Y{^7gTEzi0_CY9JdxXqxu4wHfO7)6=9dN zP?JarqG}ahg#*!Rcz!xggBFdXx_-t04!e#cQ#1iW|@9Khvp3&XACzaW2D`747a-p}-yx}E| zc#Q%GT;nQqYas|rdvn7`K)fSCD+jPcR$rCHc^B?{fcy9S{E$doY)N4R8oo_RyiOZJ z>h6yz3udW_I;Mb;Zqp1-^x3~yFKg(0UPREA>b_pKB6rH zYT#S9jv2&GuPW1F>#fH3YZPVn+!wwN3HqV?YW7DppX;%|Cn!UgT2TkSc^GSnzJmYE z=*Va~%e(EW0Xpd*nmUJvtn8fgM*F!0t_D8tHagWhONQNdJm$#v+`rlh^S}vI(M1M<)~i{eCH=XUhXH00L^+~FU-903+Ni^wi`5z>p;ow?DPm^j zM@>!t;mfy5grT#^BbuHo75+C9aP$Z^`_<8iV=866qgoxQn(LjL8qLxw{VQV6izroA zXJ9za`B5Cd8&;#O?>Er(U_i5h?-$-F@N%yA*WRTAQ98;#u~tWP?l+JjoG-P~&1-;p zhKxr(dO#(-8cw2$CEo}F<7BcC5uZE|R&>}%1AD*uyKh}7Y(P46b0C{l5b1+`fIuPF z9=WDbv1WCBo<&x)(&jnC{iI?+cK8)-Cd$U%0Anejl|_y-$9iKv%XDGReTs^7ZY4iV zDID{N?~o8ARAFKTz>j(8p8b4O(duPecG1pb3(MAl+8B(%QC_2;#DGFLiz*HRBe}WE zmZll7P+{CXig-;?-f4a3;1>lGz-jMje{in(1Z7!`Obj32W*2CP5Dxg^94e%8BSB@a z>bcMC!Xw21_{}^=E2b8~!oJ)&M^oLsFHFx|c_0ffH@}LMYfkHeysd~@tcoFJokxA8 zKj1h0p?JNlO<_*@D?04!uO(K9T7B91XQ(4_f~7kdEfZ%tl$^!Y;G=#wQ=L`sVPpq-)L3Xgm&v zLD02TQDRG|mF{B;G+&fxy}C>)jT-f6eBYbz#r++iAo_e%{nKe{v`;H)!FYvOF%rL;9g|J958G1^W=kk~;Wc+{KZNiuRqfn^IyofQu7&9L z_VDwfNU7$P>)3RJtam`pnst2rE0Ndx!((5SGM{H#f)pY(v4Mq7%1k0HEW*?Cv-gDh zzm2Nb7pE(>RJxhdwlph>^ChZ8~`G!69LpaCF z*d=nqDbv`Y_P3J4&+fUdXFtHCg8(6s`Nw$mJ!*U#06$Wx)ae0J9|*TycU+cefgco2 zan;w^geLAI!ZD?szJ@t4rM`rdZDkf5xDwm0F;Q_W2(BHv($x~X$sM3-PIOc?Y>xH~ zul@XZ70S+5U47(jQ(YZhftxayv{OWS+=9#pU=SgaZFJ7Y0I9D_SKw6tQ(+SU!q0rY zt6&(364jABa64W*^7l zT?Zl(a{1;C0*Al)qi2;Lt44SfUlmcKB0o`l9ja+=vCq?aRqv{*$92+#XNB|qUAe@j z>&)%NrcO;YoNSt1O6)CBtZy6I9B%|sy>iZ3@&L?g0ir>Blcm;sub&oe8@qU2YUNAL~+Ekc=9nmtEgp!FkW^DkOavWIHy>fhYLK)@A_Zx_7 zrf@g$?B~r(oH9BN!|B4(Pz|+Qs~Nia+ng|D?Fk(S7^`zZm&w z%4_#7@yx_XirKQ{%FetLM?|z(_8rf66Ln?Gn|MtNQG6#n`&@h;P*(nj%NtctRiqUa z)?`A_&A7fM74F~NU7b3>G@p}c!|pLVMsh+wxD`wX1tWB(zfIK6@;18C@fk;Fp7Xnl z2c=E}_!-0L6K6Jx2Mtpvw{fxZ-b+FmOm%U{yf8h>?+v3^i*{<|trq~8UN8|a12FAO zn6rw4-Ad;GPq_HnAN4f4@=`sMYBU<-l_XrycN^4?Qk5br9hbQ#IHtWa5^GHKnupS? zdH2enpgL#)Vyh7VeE&P^_?&COc$x*PbG|l8U@{L>lAO~^GU`pgOYpaoVl8`(E#ffs z8oah6?hh6y69kL>7`4AiQqB$xbP&G#Tfz^KjlZYSG+lVz$&wn?^D95(R7OKhnW0X~ zbwt=rFGSULZI5K0cH*u#sX8va)%72zde(4w#Ff3NG~=KvsQ8}liY9H_jDW@y?gg84 z@3e>o-R6Y-z7G8L+QvkA-mt)gM#j4@T#`FEo0k4I;>ef>kMg%40EH>Sfhc3jYv|Ja zO$kJ=%eY}Run_&F@ABl8ldjU}(}@>%w%eFcCz2mDUkIa2jKBPjW4f_#^#!j=vT(Cx70LKUOaP!|sRe)_m&pg%hpi{5==N&;6kvn0}Pb#mEv6 z=Vhf>GwzwD{#V((@c-SI^+#u0(=_l--^Di2wIv@y|Gnky-+ci3(FSOS9S;o%9pF?8 zOf59yQKJE@u8p9$5?LljkAl97B_ zMaBe~^;PM-oDQ*fqRcf^=}@1EA1%O2pcOfBzR9b0F#dUhbEIPN*a-#!uR1F8H2)Z9nwb z2uxYynaf1VYxlbQpELVZm)^^BNSm+d;AN5b{XFfTRQiatvB$IR3f3bZr+g8N(H%Zs zaXrM1);38?yY@;0yN)1cHVT@t2_g`KtRP`Xei6QY?WW!86H0%|7=)x=1fHV`MH*i*l0j85Q>R)z zk=JNU1Jb5w`P|-<(EgpDkP6(JB{k`-N2F7{JGRTv#>1iQ@G3uguTy|*5cEjKUinv+ z;F93?UrLP5mb7oaXK|vIQ$PDG5>Nk%AEXtiI*YP*$w6}cRP1D<3iv1sO49tgr$V9r z&l+RIMl0xT>Wf%hscFmtUhx(Hg%3{E`I|n?e+5?B8i=$0U4SAnD|hr8NW;u%_+Rb; zJPH2Mg+2ZILRw@HY(a|l&n8na8~hB*QXk(j7u&ftk7a({&6=Jtj={agzAJ?|J%h@8 zv6~NQexXnw6XdP-qxta|u840X(G&z+Hrik0{R(}#S2p3o7vGg;6Rzqtt_Dgy#HXG*uoTl|1tgEDZAwKD%PY3Qn{kV9DY33 zDLM0D2Yc&lyQ>Usi08XZUzjAisJB=FSU+#4cFba*x~bo4aJ_u+T4(a-+}F?0p&cif z9P0nY-h0P2wPx$%K~$7_P*9K(6cD9|^iIGAh)9u+6h)c{i1Zpj=_LXJ3PMn%Ns}6S z=!i=19TIvEB?MCVZD;13qt2O`bMKrp_x`@0``1qP4jV}Fu6M2HdDgS^aJDD`mZn-7 zL}fQWXKxN+!!;`nRy>;3)~WN{^CC$6++>_n$S=6LAaD1~-rVI%X$ z6r69C?;`5K$Cu<8H?-4q0#hq%%O%*aZggjKy=QXeIgB22%m4IUf-ibLg+;fbygXjg zEbOOE70x5tn&mMnQy{7K2hbnFoDT7hTChQ3UrAL^v{_Aw_@*e}8amw<{rtvb9~zHf zf(Yy>(0|6A51j-MkbaOS1%byGh;?rYt^!a*1caai-bltlNI^Bg$)lHn;H5Kv0NUt~ z2cD+Jf9*>Ja#yrAv{4dxQGnq*@c2%6l!avz6Oc-FI*shiAzGORMSsu zdRf`WPL6ey4P+gF+`JAwQCI>|!0zfg>w@V;!;ibj-D!5!3yF_am3upM&V&El{aPbf zP4MV$(6M%Fg4)L235kuYqT*x@WLdJkoiS-`=df8yU4X|pZZjJbI@iS zK`ee#fgd}Wv&G=-wi2d4l_pc;8d@73+pL8?LWuJTjuZ(SB;z!@c3A1xY~SJxrjCh% zkLyG2abD`-#sLPbUpAV#a<*dLDOapUm|+Yi^U?m6itrwwEc$=VXQ+D>366ySgYc|7H$M z#@M=FNZN-kTuIN$hxEgCdx6GJMuA_9(EhBx9CK^<<|z!A`0UOBNX2g1vam#bj|vzr z+Hmmz^sa2D_)iJIOcOw-(>Jpcwa`TU1CS47`>cWQKf0oDqWf-sA)3f{t>3aY-)`N+ z+I7vk`{wJcdl4U29>NF$YIGzY7cd?RCm4g=81#T;M|B5Sns8$!5;5}tbXw`hm*|3n zy>-k{4kg4ez7SF;0{Z&BNR?#EanfQAJ2y~H>j8h$Uj~x{GjsIXCy#AUQjHlc#7?;L znO644Z+Sl4XuMc*!$3GfU->kZKRf{;m49QpTC}WIKthn$Jrl1TDe%^Y!GDf02769h z;{mue6f6{+$Hl#0@>HsCmr<#F-j=^qXf&kk_MkY9-KNufDgZi?CI8c1!9W*51|07` zhSJ8#r-(V(?+(?4v8HVh&9ehgwKe(Bg#uArcK+g-!3GFD8y}Dt(etz4D=k-XwS3Ux z8XGZ1(s`aDI=C$$Gu`p@&Crmsd`?=!u}c0b{cGhi{?kf#fWhz@6or~5XLE6rP5Zlz zoy^1PN0Y5`tYbq2x%_92b)TqvS@F@kfLXFN9q6m3;=*uE(Dcp>nyPtO6(ht29zGC$ zG2HeN$x?_|!wmSzgaLY|b7eqRw=#6hbXKeH*PZ+i)1dJIiKw-Yn|?QBnw8Yn?~p6I zUa|*&Q0|UEe`;}!e*Iu)M{JD|*iBc(4nV>PBH)y=3V6C7`jPqlVI)(I8<2IU5^qTta>Ag}_?X|VE4^f+&8ZD9ngaJyavu-D0zI?F-hvT*n+b^( z7QNnrc2f=~$E+tP2e)N9SFBVnm0qw=p4HNhGw!*}^_)(zE|t#bZLQ(PeH&r-;5tp5 zyiMAmZ2QOrSG4AH;dlxt#mr;_1~=${3A;$JK-2KmyE+}l%e~uw)+*~TG@%a(X(g5b z#w2g6@zaP%XFM`+L^lmkOqB(V`2^Y6XXp=pxeelPqK>1SjC4XWIOK^5o+ezbDy$4x z8c{Q!Njy%Tc3)qyk(Q1F*5D@>6}Bm-gyM-9ZJH416}1ylil?Czf+Rh8aA!7fOxtf# zgxzshp}yT|LIh(K;;ocHkRK>%w6S3$q7H|?dv3X)QW88m!0*2fXeF^>ZvZUE7WzPu zScMf_l?BVJ$Pix7pzRMpNf{z3dpXRM0xouQK(eD?Cj&TF-y!hb4g=-c zWa=;CNzE1xc1RY&%Qy-1jK@+-P-(T>op`02)rDKK$dWq1%h`2JOC*Z;uwUH3JcuV= zPal1qe{G&jVJ5~4aP4rQBuHY^pG_4N7Gc($b3CeBib<{EyJ1F7mo}S&JeXG#V?IxF zzm^AM#G}2ks7eOb3}?CU;=PXuah!89AzYqTnVw5in9M-?{BsBd=2E2SX1Ovtige!U z{$mhXk&5j71ky<`6)|fBD2i3mh^g|8r$^sTut>H@SV^rauo|~EoXiyrTCKibz^1O= zZRW04US_S<;uLUK`R3GNR+r(y#L`S}j_wjcCL>$vli_^ycHE^CN#{fto%4@LSv^tG zK_B)`o2WU2nxj&+xnyq{#dJ<_8EVbUB}PFofy4YbY4j_ zj!T0=3Pl$@awB`1?T%tk-XmwttYb~FhQq1&C?*R%`?Y5-XfYLe)|Gw&3zV1x$K62AvT@&2mD}CN2=pinT8r=}yx;0Htk~&DoKd>);!&(p%p3G^4C0K0RL%2l84bnW#0RF6TUl!#G>* zjr?fhD`-Ko;RK`dDp`rXY)GHEy&`wj6Cb{ezqS|r2|GpSz)p=!W1{SSS)L=-i%EPh zX2oi>A|Q(4ga^mt3*BNhGEJVcXUbv$H(2Ifk0&b+#!JIem<~xDe!>UCjRN)(!Nvz5 z1eACo3ihq`=>mDz&sYl|kjwwtvM#oL#QOk*SA%{5>~I{Q_#1xmem|Ol=i0*e*qo7g z3KQtU=ZC}JKLtjF{(Wcj-!akO|IClK=&?p8+MwbX(e7~uOb;&06dhaRg@3yab3Ox> z;ZLCD$oBV!ppO6^<92PUkO<2}lWOh|c-3)AqL6)Zn@Jocd|K}SG>hEZ&i-NH>P9%W zQmZg1XP>#CbDfEjLV@DmZNMVeG(;Yt6`rj(LWU+C@O0}v4l-?9zH9C+vpYMvPp8xw zCag!IVsqV>@mD^rwdKV?R$ji{e2J!udsGJEWS*DrA6+_=0)J;n%+abXD?*H&Zm)$M-kfH`WX72Ru)bLza zp491E$vtu9idcWcHKwRkdrqKs8YRf%<%?0otN1%^1TGB^dDCGG78;!(HNHh$!REG+ zPI{yq?Gim!IvB8ftwKV4Bw&<$Yu$2Acmj=dXsD`@FzDIIN-^fsDz1$ZDV-Q_d2w-@ zTctjyk4#m$thTr(Z*@oDD*g)Q^oel~KDtDw!TTGMXxPmvz?Jm>Dw2Ouk+5bU&;=`Y zCSG(a>oT84xAyQ(aTFQ7%h~`AcL3_+1Z*Cmc*^yKR9bS zUr2IX=0HyZS{>Nac!aQZqAYwPzhrsT(YY1xsj}Ksh`PFU*kba9++{DvyKMa(FDp++ ztlB#>+Y4ItV@H=V#+dRT9v^Ky^KZDb*-nT;p2eH6$Mo5dcrkZf2YNzvyB<<<+-Gs5 z_6KpKq}8ff>jTcCxuQN$)k!zGvIENqPQS0|6YLnw!g7T3%q!YG=>OrMICFX8VbDJ;u+@N$^UX#O|;0p$i z*ZEHrhU?}z1}*3sj6tezl9rQ*w`tCt4jLKQdmD3Jmy59c!M^1NWZd*7@^mAN&Hz{T zxyjQGiM42dr*=B}esuHUH~ti!M`j4)ifk0=Ad83l6LA>zx=L)^G~af0#b%HA7H16i zmG0Zo9yFH+Utntt>@y*KIsHsImX!O4xP@3OkF+zjplj0f0+38O_WUX?d1;l z7XimiDDEpsE%{iJ7ym8LAL4VsZ3h#ZNjd`8?G8Zf&ksQ5$WQ72g+{2qFH7hk|7`R6 zXV?B$Z)_D_F4zkW_E?8af$H{(mer~#5u6?iP=`v8-hlT+0JK)m8Hw5D0kGnc^i(=I zppuH)S|haqWICMG0{`xXZU-O%pvX#BQDCJY@K5dou5g_PpnJwOfrF#Y%eFO1vbcD) zijMI*Rx3;ng9gR7#Zr+&p8b7bN{z}Tc{ZB~7Vt3jDeQ=s2fO#`o^qrjXi7ppZqZk0 zBM6SRqr!7)CC>3d#Vp1jeJY6Skh0)p-Ph#;Q>~g8)fQD?)WZZ<9Rv*fr)&BSXN4*6 zyPJ^g2pza z^SI!9)3&R(Ct6w>T5Llt5;f0+j?={pdqv#vjj-)nCox%j1_z1S(X0ug)YzKh-5iwz zoH>bk<=b*HbT{Kir{O`pCjDZ`SNb0AdWPp9u`e`l6`IT55T{9FV#6KslY#|<=}W>P z&pdrdH9lD9!UVjuiYy{_PV)tmhWc2md`qr-=S?_DCpgFjP6>DfnGTP3@&h=hh>|`x z`E27^<0cE`78yOAX&CvU34NcKZ8CRel-x~CzLA*PTi2|JhJh?f?Y%sy+u5?}Q+QJb zxpzfN()n=5hpgA-lbr882DA7}N`V1$S<`9V+606&Hc%qCq=rSSXYJ74{DhyPm_x_N zK{An<*|PK|v3KX6d7n(fT^gAaxU9~FP@lUyHr6($D&iE-3cE8}v6CO=_qCVvT=@Y= z7c!|%Jf>ax>wflct-8O%6n+CRptd_nx-tQ503X7jivl%|2E;=TKxZB3f$#2hz`Syz z%=+(=z2B1%{)^X;vowP@k3S_fh(q>u7$4q+=785TNzeEMfAjQ(Lxz0tKIHT{QdhzX z7_-{ax#Rm(&SN<-`vAn~u(z2-p7XXs9Wbx#j8h`$Am=}&(&neuRz)?cSJb=^QF1tW zbNZ+X<#EYfRMr9#D3Fk(exOnEGd^VxsQCp$p))!IkmXMfL{Jw6i$sghAvy5%KJ%WP zoWOwxiG2DTh{#z17T)K2P%VA)!*dA0U#gv_McwPj3%z(m{H;@{9xRwwe=8-8r<}8Z zZFxQi0su@6QX4sV2|yEVPwK74Lq^;@OswFi#_=AbudP@IQwef?z1J{quuFtHA+ky* zeBRG;qD~aHioINdwM zeurYCFNK>_HvlbTF(3_|$trOu3TfTgOG(=Fkd1I*m?bIzJw^&YD0Q zl3piP9e@_EIeP<%Pt4Uf(9u@X3l*h*d$Glh_PO}F@>j^5r5wjg1_fR0P55_24550dKmwH%wwn$57}Sm@bHn}ZI7yU$@e1hPHxR= zP^kaBQ{7D<=y(Cu<^iZod;KrVPl3&t@e{P!h~)i#G0%Iw=qeVrGhw)wERU61Y&8Tm zV_@Oi2cW|XrX%|=B!oxza!!p}=z5nqHeO~z4^)hsqOh=cwu6;Y-KEQ)!!KxgjCAyK zU5ku1b==zo(F!ZK*ot5SfVcbsbQvo+)88~M7;1{92=8sc47ItB@L$ocq*lFQ_Vk>r zBT}+uO}dMsVnLp}hoCgQP}(l6f89HG%R1xtS7BHOjRNG zvvXK_UyN{-{)SM8W1n8asC(?KZlq=7(TFXU&lN1{(SR~lpXYfjN8M_%B$l(r%3X_q zQ%8ZH&64T|M7@lXxOxg$G)gY#Zh_HSo{_V39~j8CpY`xxZsR+o!%*0Im+bC&e~e*g zQ>+0M9hLjLk@1h5ssp{P!-I1p2Ct>a6e)PhXsnHvC(foUYX;xlD8Sx^QJ<8+CSW6+ z)^rxUOId>Sct)8D&c)0P)}Nj@h1lSU5)_MebS+d#Pl`(vh!}>Pi#V?$%kI(Po=T@Z z;Cp`9hMl{z%e+hWYW9TTTNOd9UE-JbxnvaU0n)pS1B(fhBZd~G>%;bT-nhoS)0!*s zvRI21z?W4PYCHYe$EvAv6$!hv4g0D2P{Gh@{ zu^p^6AncG4il{J7uXCjw+SQ;#178E+t4IHHSm!ki`-L{q>iXHI>(4qK{c#7gWw{1$ zIEat~(8@XZzN&+f=zn<@=r?mQfBR?eLc)FdaeDQLjF$a5+wgu+P0hP|!y>(oTp*v~ z#MpZ1Ndg32Rk13XULA#EA`C{&ab(&nbSQFW19LbWeskCR$D83_nzjLmYMx**jRzVp zeAReA8zkJ^N;;{=dgTh{r>i`g5i?G!#z%De)*;0uIiJ@Bzu-mb#J`|j`+1mGd;Ek- z1j!c+Pldi)%rQSQi8V1C@ygPfQL-HCcn5nCUylX~6YB|guWNmmQkHg=de`jPAs5pV zhuMZ9l`71fBjvE8-liWg>cKlTT1$<1$wi^Po-0;c60IfA6-TOPm0RTGY)_4%E6O+Q z-=N5+^MX3o_#BFfRqGDaPF0`LES}~yAkUAz{6}9A6Z!1|gA-oD~{^U=Y-?6E)rUp&WdM! z{Kz$5Cbt|>f?ITT4mWnw*l->gq27g9N_3m%rkf($KCt`kwB7`5kG-sQB)L?`$%9#;@vzFd4)h zyHjuzNd30ttWf!x(>;hvWPrn}vv~RDk*&LLd^2fg%{f>fJP6y)no+s0!fEz#N;rD# z49EgO@VrVw9e{Y_-~LK+{aXu;0!{#Gz?iG~Ku*tA^!j%v(FTVj|D1Y zJFPy|ZxBlu$p~O?Z^i)pSo{HKzUSRvvUXaYmPtCJR_RFCXlYf5v#n3Tr6dOPlaf4h zf+>=c3%2irm3!@WF1j!|84QidAe0BKDXWh5-$pPqQZ>e^q7z;2|JG3b}uZfT21{;$-1;s@5 zfN8|(O*l*@L*9n`Hcw!>k*gI?hebKe)?G+7A8sg8Wjb|8(@1je&Gen6NEeO?vp{dkq+`}7B zOLNa|TdXqYYq`XNUY|%c+wk#N4g;-U`c)ut-I0_Ft%dLZl>MiaRNt0q zlecE4z697LuB=^d>LFY9Q`66=#5hx$l}Zi&joiqsS(pJtk0by*k2XoTBp)cVRB<} z;b?F`<_0#G-=ezrjFHjwq4p2-d{*X6=oThVk-s&A0WhV7RJs&kzB75_ggC~rduLpG z(f3p@&lqO!ge+n+n-j;ds@Q4bu>%oAj;c~)KeXE`23*sP@b@o?h>~&C>IPWOH3?>FX07i*u>ZQ7`lT_wIp(~6o2cWl!)dwJ~ zBd}Y0WI=~?)rpLZAg^EQ$=_4{{X+rif3=Pb&yg*D&ngtEAhqE8Fb&IgmE?=un0y?uZ}h%_|aoFwdPzaWeKyo*x8k%v=C~y0{6Fm^4b-N4M%Yf zmond**yyTesLV|ai|}{T3EyJmJ-+N;CwtNu7U{5UwC-;R!-7Lx5QVqEG>mFw zrLv#L=thx>uy&K81;5YTvP@1{f;injF&I;DT!A~?5vchQ&OxDrVP5)WaSVZ^-7yK@c z+wP0SHI9xiVSl>)a-0=$A)mZ6!_&RzC^78H|reFlv!S8)c_YhwVNa9 zhx_+;q$hDVy#dBRaaHgDL=FJ7XCTuTH+G2>B}f7_j9?oBkO>mg>wAQL$odMDa2>pn zK>%J3Nz5b?VE|o}J>LZ7#kb2B#6mmwfIbE)LIT;`T(a|ZVnt82%HX!n*^4TK4dm?z%S zK^<}~Cho5s?%X)loj>}tp52#}db0C2N))bztMpT&|KiQlGH!6S7y|dp|1cS#=P1e`s4_XCB@bu~(~YdA|2iA}2) zHZ~S{o4j5g&wKl}sw)L!2Mz(Sbm8cY1)#|iJ8(8u6K`a|qMypUTK?)*#NK_8h?5;Y zS>%%!-h1klj;F-g*+IP>^3f6eh#NxS#PLzTej9uM zW=sDwfI<(318~cUbKUa7?xqU8rF1;EYVkZH9Gm8L_%&vhIbMAW1y*{KdQ%AD&H*Sk za6^v>a1o0}T@+nki@5&`==r~Bv(rn#p&NarFsDOO!>?e#Sn;s3oViL?f-dO$=3aEzN!eIaSa zbXl^~*B02gzl$~In*HiyDuhl|3UzWxWS;g5Q`H*>pzJ;Xx7VCrmw}8{T0)lBAeij$ zLlzL00_CRHMI1)OWTAulz%-~Z=#SCxlDE=kLG{{xtr`%^04bB7;MU(q!rn0b`M~o* z*JCa+2uri(kbmTedJ7~!B!(cX#P7zM}1VbDLRZam=!WbkSY4$wX{G7LvYL zXJm8v=AeY$7tN+8WShP#9|R)UhxSON?WW$+nA%q;JCjX5Bu-h+usi?J+M4V2hq_nk z_3N+TWZ%;?7E0|7Z7Iw0VVn$2LCd|ih(kX17h>$h2=DG(PS~{x)F8KWjBSNJT$E>W zpVzM3FhS`Lept_U&&FPN!=mZdixWQcP@ zLl~ElCtQprOkP}n$bV$z)H$xBpj8$Qeg>hl;MXY`HJ;U8jqGHYj0BA5x?!J7Mn#eM zQqjYs#}ZZ>kI5GB3kjjYUaTv-1^0eoG>?7LJn;W)ZTxex^JDiT^JWp5q=h+5K~XFL z1=~AZ4^aIqU?Oi=ne`#TQUFfsbUy&Czfl?iAh!8x)7_zL>(pbly$%N;IRM|QZ3f#Q z0Jjnhbn<>WKpo@Nkc8cE5}v^)W0K_63^XW&#fO2ySH%xNTN8r#6-{gsbZ`AM5zA|M z;gDd-=-1mL*9-rkyKAvzflv?R>;2CIx=Bv|n?_B!m#=`7rnUZ?26%4gUx14Z(!4jpcZmHvka%^*K|Knz>9Y|! znAl4fHLZ26Aosk1aovGyI=swDJWqr=?(PC+!c_GsRQTt9~>i?g^<=Az4WQ8VV#jmxd2z?2}?GZ1>hxzhd;gvhW! zpTvEIcb4aMH6AN)CYZd(rxJ8tYaoxx3vFBAd?i6VCRzvP( zx?4^*;%VBSi8qYewJ?43GpDJe;2fzYISlXC3s15HO25#I?;P%#@qpgeE(69Vk#&;V zbx$_Gv)x^LrzqRi%q(|Yp&7Y-e=u9@g)T|HD4G4q*5a;3Qv&Uh5I166mrIavn6kge zIh=+{^{HB~fYwOIkx^EaE~u8emiqbZvF|%CHIBwgH$Q3TJfeFYlyX!Ng1-Ip>SGjO zAk!YJpNAH}vPeQ !88Yqecvy~B+=`;_DV%NB6~SNA7IP8ZipnUqd-8~`j__%CwF zf0k$d&TC{pV39x6f4`)_KNARl#L@hF%c{ih!||U%2>$JT)ayI|F#sUWv^OK51%d4A z?)*iNjZr7vK3#8$MFZ8R!(S+ns~&C+_blXQ$8u<@=}Tfhwgzels{q!}?IhVHtS*GQ zfS>0DRo)HdG(?2U{TR-|eNc^$@=ng=VI(k$&=iX~0Hw_oq!1i{@oXo=BCVPno0i`# zYNkdS`7@|-Tw_lfDnoC}z0fQ2?WlZNxxqdARM}8fW}x8!19!Jp@Afa4Sh=4(KDgX8_sO)+Sr|`EzBAbOKzozM8+9Eq4-`?To~JIHABI z`a5=#-+3FSk?5ARv-{Aq#xzbNaKbZg0_1t#LXz`^iT5-h`QH#o{T>n3AMu+14MMC( z0}^47nUfU6XOE!U?|FxR$<_XdfAG6|)IxEYfMF!nQ~@5?Q+g18mBNHUHy_smf;|M7 z$ma?4#8p$FVG(O$b~h*Mq-hs3;e&=#*O|MUiQAGmD@TOI`B$kch!_N5%=y35JA$OQz4{p@aI)Qb+1#oG|Cgk+_ z0(n*2*+J;)BoHw<3*f%AOW64<3K)v{{`94|Dp=`o8fQ2 z7dK|b0-xvE<50R8KKs78o|7aXwD2|o72(WT!D&L^Bb#}bXG){sJdnZL-_cLlLdGicd;-B;RM*Czc$>olJAf%E1RMIbuuqto_$ zmf^nTv2$gJsAHVUZ$hsqouTH9+W7tA{T#zCKN0{L(iS?mv4ncB*IK%}n zdx5CNFw6c8Eu0idE7 zMu=^{N@^&AE@b6&$pUh2uB|2{ma-CHYSc`icu62;$o4^2_;^TRVSaJ}KW{bvxht}28(ObBfE4N(GI*0QC;j!%4Y}jsJj;jVuIU%Bog^8(ZKouWmH9nNP}iTd0DsTd z`~T@hx;44VvW~k8xreuF9fr&YCr+3Wyyn;D**x~UDBk>-LF;|w1fYOt;po|v_gs^# z`^56l!U3^YIuK01;l6F_e)q<%pG%FJag1`F!F`LRBFM*J(*8YDPTV=>b2$HLJr~}h zCD(kQ7yqZNhWV|-z6@m8S%Ax9hhh*U71}BwBLzx1O*Y3wlb0g}D=A$ZN74`}Q&xz$ zC!4Ikl(xm+H)f>b6m3qu*-%m~dTq%PlK=L(XO7wh$eUE^$>HTY5^&mg#coG(9UesL zRi=T^Tb7W7BnN;#^K+Qm z;`gCct#ZA4w>Dk&)lVrJEZqykh{Kxe8z+mkXluOPp+{ z?L>6#>L$kTHl;>UHWfaBFf##f%nqbp&K7Sq?fW`^WlO(!_@laACNJdh1I7iNt=*N` z>^9qM_os~sG6M>yX3gd3pRdGXW+A-$NByJ@Kx|)^Hb#&bkdNHHqX#E-KsMFI==$pU7Xe8|+sG_}q*87g3I+^_^6jhd;{_{|AmjKX`%YkMIxztCfIa11P?Fj6DC0 zOm=HB%=84Ef3Cpl_QHK&d_hsSA_sr=naz%RWyvZ3k856Mf~V=4*o<2DeY53r94x3t zK7|DIvnf&^ml|tdRA7UCmulxaFhD<^r^6o`0;m^loj=IU#3PdctQ4U5lJ8%1nS*Zu z(WH}r*Pux6{=Uv9Lrs>rmSRmQ7ZasVupHj9L-}0V~HtFiNsEj>3wDJK-K6K_t$q}rV3X7GHej{ z0x~U%!>7Bu=%h>x)jRNJcW9HaT5=5l9wi3-Hs=6o%-2Ip0CpnW?&k7h_1%Ka69|%w zsnTF4@Cm%)&QF^LY}!WG4M4V*&z-e0y`eC{J-v#Bkr$pF!S~)@t1_=fL`~~S)w$5X z2K+?4|9P5GL;g?Glq|rY1#svCvZ84#!fU}u=qes4XnMX@{G?ORwg%iFX%e}e$G1QU z;``2xw#@dsr~k~HHtZMu!0)&P5HMdoB^-dBB&D&c^Ljx!Zv!WS|8gReCh_(10+a7s zKk=XQ>i>!34`9`wD^|$NSrS^<7rf8UvIvfwI(oKRTe*j;)*}6 z(aL3Cp{I3Ok*%JAY>OR+TBlhO2fAY+p*t?}+}?2gl+K5fmz;WA~# zGbdJvmvM)w^v?8&8s#7bHTrn2+R??&f1!*pnj%z=LX;s=IcmZ0TsNyG+#V zxE`xwubE!D@{aGpr5nd7&Q){+gX+U^G&EtL*TNaDP$(?@*IZ>RQ50@aAg4=emZg3sw>fcnQ}N7L0bYhl1dN{%Gbe!h z+IJhd${txZtm#wa({hoXfIs<3fxiolyNeH$?|WE0j(!_&Y3>JFQgf$k=mhAQGk_+1 zmlT)oY1*7;i>I58FO@C|wF+J-d^+~gmDMYdA4&<@ga$lEhSl=h*7BtY#-HW?+__(I z{s{wglHDu^Su#lYG>P3k0F~Hg5L32Ifp)pz&86FZs@cXOIc`FkA1R32;H`YC@8YN1 zB#Wr&Dm-vM`kGZ@bIj&t89PaH9H*Q%jxHDa&|4URFn=YwH&Z4h#bxCQ&tRp)(Rd0F zUr5I%yWD${o?7vBLdH_v)BQ6Wbi>#+J8%p8xs95kVe$566@1Z^Sthb2Af}>A$X5Ok zfD^z{H;MtQw*`qM0)?!Nslr!8m_!hrhAVRBzLZuXNn?q{jje;}pHAy#&h zd{Y6rKtQhEXOlxX9w!v>3<|G-tn8i*n`-!=c3;Je@%EYlv|8zQAKCW$XfD9UF45s} z7j?1yFL}or^k0Lxn9o-Wl9*G#`)2?+5JYhRV$D@WJ{vSSiu0cu=3ldS(a-36>+w!i zI0vL+J{uxXfB0)B%D&;x003~L{vr9(|G{<6@{bY0ZK?0&0sjEWC#Pq*9WsXinilo| zr%TmuihXj}hG3Hq7)3F904lO8c!Q@)nDfb_cS5=fl_ueX^JVm2k$R*XfuUQpbnW@~ zrxiB_UcJlc;a^RA7RN;WDfJZLwmRB``#VBmRg$l(f~w1GKU8_?l0LVcEd@QoKAUgSExXCGDN0}M1( zfGX8x3;qm&GshLD%;5Da*+~dxNOJ5H%5wD|;xwv2Mi0h)Lb~n1g&c2Zm_wI3e)=kT_iFIS@y=ZGqY?50F2LA-6Riz4q|h=^T0GxC8fIlwb2monBZ zRgEujA=k{VaRb;Tp1{9Fz5dK}@|&gV$FHeF8n*&Ab`9uc{Y^w!ZoTf@iKZzsjy6#; zIVW~0%xjZlJsh>M>J><@(B|sLqiDzbxnp?m%)JNPB=1O7v_*#;ksj|jV!EhH~8@*o5mt_mJ#On>A>1Otl zBsPyqn4t^OJzU_eYEaEm)f{k8Wn6#N{G$)*oM~oLQz1YTX*v#lr2-=nup@V-9TkOI zyBx9^!{A*vGj+1dQ!m^WN?Yx;vD-kCZDS%<;bkZ1-CE>76H2dY5f<5O6dU_ori-H7 z{f=Q3hAwE;MRk?eju&NzUzz8s_PU$Zp`*@0-sST4Ta8x*>>0awH3so?WL|5;VUnyDUs*Z>0>neRFV=x`YuRY?2$I?M2<5U_H*T1Gl`h$>5 z2<9CNV5-(|uFtiVehvqP%pFm(!f*4Z|M27gL_?<@8RltoV#3qv)9i2FeJV8m?7>R8 z;$L@Ig#B3S^=7x7X2P8fpVr9glj2F19|iBn*$Xtj=98YW<0;d5>Eo!t>Hw4H#RWGE zCf*269~w1XTD_kj@ujOOVwEdUn-lEva-SLy>r*vj+$S4cM?PKQhzq|i%Q3?h-bcRR z&N(#r3dhqRFVI_>XVp?Gg0QSY^cpgq)rwKMs7-lHe^Y)5-51~P3I$Nhhp$`SxC9i zhb;0IgSzJGUJuEAzS2kXPV0T?Jq%-_A-vJsgVm z(YjYDBje6vMk`Ej^~g8Q0qfjrQPWRQL>awZy?AK+fgD>hqOG&w6MVPd0~ihqUqJ?? zTrRy6>cYGt5JY=S!_pOU>pWyiXWOCP_$2=HbWox(rJA?lrh?Zxv}Cf0@~0LOVZrjOHqy8A9I##svg^VEOL(_iD^gmDQ%~#j z8^S<*^Wg9*Susqb;vn`zn4+DN5Uah=N1b5eM$X<~cmFi9B;#ezg6FCCLg8Mo1V;Pz z!kC~7#d}>xl^RDEoRLwcKZ#KVTs!q)N#vuFan6$nsG>SCWhJAZpobDu_>f?3*354 zH=+rTjkjB~M zFG{s_K#hk=OF5QrH;Z^h-ptG3EXS-|4{)OHR*jKXcqObmMm}XNLruH`%Ta@sy)^}I ze(lRx@I6gZ-CMWSHk|_xsb#2$R`fZCh3wAy-=&7uslpp-1b?g71^gpi{8dc$-45(S zrf}rPjaz%j#C!<+>40xsZ7| z&oGb`K|~g^Eruk4=txrf3DD#D)ifCL`XYm|v86(_>}y-f@fNzEnAXof83i0)j*8pX zjn1Mmy8fZ>nc%T1M3m!6;>^UGGPvVwolhXXL`?H!IRCc(gALbYJD;qiK!bDTW(?O$ zi#%NBA8QUGZ!Q9TUWuYe3U7lRSqCT7D3p4H?FLHafwR}kTV`#^Lx=9}q7%0vXAHcR z27OtrQ4P$w)hgJ$-9npPpslm%DNFSi`dwNHcHg)qpl^-JG2Q)>dSIeUTp*?lbM127 zgLstPOeNaga_^~CbcbR-xoK~$xOt`@cX@|7qmt&qj@8w@|Pq0i`-CB|Pmbnkl4*W}+1@eS&3o z%Ih^bA3nbUUmkB|HK^i^jW1<1d~LJCAZ6sVdmHnfCx*DR8>ysL)W5=A*k^aYvh>A0 zRGb?CYAoXildo^2Z+9{*>?b2bGDuC`?>zEWE)7DTGtqo1I{6&QJH`HT_q?ARopMEG zb@!u71$nif-NdS&sFMM0(6_ZunbyTXC@VCKOhzW&cp1I4QtW^G{4$Z(^Se*s2O-uU z%ZFNe% z((s_-;zB^8LLeMzceto^>wJbcE(uj=EN zVywv*zLxs(dbn;|i6CD-6Vp+^uVTfZj@*wcG&L3@X?_4YRG|F5tPDW$OX6Yk*3$AN ze)eVMwpMjBx#8s}e8|4?d%D5D$*cW7@SpOB=8C+;A5NswB>sSg2m_J*>IkVjBsC8lplF!E6a=kZDt#%Y#&RuDg(GDquJYK_A(($~OZU^)ui<8L zCe@?p_%}I=NLubBb+<(hj;@|Oq`Hz$Y zuLy1>efG7?okaK?Ll8>JK2ExXgLTG@EbQcV=fmw!Tc%NnGkJ(cmC0K%`h8U%%qIYd$gUHW$+jBCeAlaMxh$DpCCE`hj}dMkc{2I^i_&oE z**@^=Wxd@Yw%KmtGH;!p;^GKdhcX*#WM8iD7#uYiQixE8OgPLT;{c9V3<)qqou#fO z4872zYN2}%KZnYG*gSOEP2!8+cpD7cOzK4pQ9@Axc#Yd-G0WG zLb{KVzoao;o$M(SO}@!yb)&FfVBmTHc0wj(K!N;-3pH6ir=)y_-zB{x7^~LsDHx@U zktAuL=8L%PpiOH#Pq!jC)MPk+fV4k)t9MPXz*67N4sBx*UCHYoV>{P=qGufqZMNA_ z#f>}jol8&S34C_4=n^EfLuDR6w5q@YDHhdyRjnqZ@Ia?j=g||gEfsJS#jL5~SHQSf zkkAgnE*^kNa{w~#$Mj`yYg$xjlmNvd4+ykfkh(k%^j!VGbN+}P z{asf7_5L&R7i}~F`j*;T@o*mEQ;BW*qX$9ZyHB@9fkF0OQxq@((WFpso~%cqg88z` z25l{tyzk8+8fokVr)ZPu@5R4+NsVw?Zj4^T=XR)yl8>o+AJ?4|F}F5C(2p*VHn^gr zDmVep?)|y2P54vjNu_Y-`nOBH(5AI+NmmGFhlwP(8;qeP`ZzB2k^Ox({~H1kU9nC= zRHZ5LX#r&0qV&h<1A>iqrbUSMezB z=tqg`&J0lJOR99K1^030C^~w;B*g7BJI@Dk!)Fqapor0G?&s%zYBs7hs9*(_x;Yvg zPC8y3)q}rQUR~mUh0oZa_5Elvf4>KY7;E&?K@1e%-5menEQyABE|WB zpHTd;3H}V%{~5>s00mGE3-hJzBREX!JGb+0QrU*A#ar6EiZi|<9mlOGyUtdn=U`&< z-urTYYJY(Xl+wLbvuDjd6DZ0vh^tjHh31;Je)ns;go?~Mj8$JN)~qRMEA2REEEO&V^Na%Zln_qVe+TY zcQ1tVH?_kt2Zv1Aaq|DNoIV*Dd+r1Tl9#l?E!1B*@U&xx=RH@%= zU^~l&<-z~Q-Ft^My{6s50aO$z3ernd5KyW#=|L0_5CIX84$_H$^iC*JM2dib)KEk^ zk=~n>h#zypn4ZF!lmt#Gt?kLJ}ZO-H7#LAFrgDN+ zXCP@g8S?DfW3SHu)!*Gy?Qvih*JY6Gy7?Vsw!G~dH!zyy4RBcAL2#9Tpnz*&1ytC3 z8PMmH6#UJ6TD*G~jD5{eh4TRPqv;HwrAF!>cRPIt83Ch@^c%+OW4m|SPJJXzX8q&Y znZt?=03WA%2!ZYlx!pi(3q!<0ljFr#Y$j`GtZWhhP=rrdMOnAH3o=QnFzqJs4(AR& z1{P}B{=%#I4Ex080}SVG_%?oI_5cLX3bcRsUA7w{r_ZXNNX$ z6WFMwY|GA!fMB}vLa-HYqu$}pfmoWg-(k=1-0vB5U)G_xF*PV!Ca~9bTVhFUncI=z zVAA6=!a1D+{_{jfyYB~%veES&B&dq3g>BjZbeTVX99|w9F3w-YXf<>Hc5QdH~#q5>r5@|un~eOJyDZ2uKo3=PlS#K=wf~*Xxs* z2jiYtNGPT05=+;cD;^NXkO4s0uVh8){hStCd1h0T{i{O>7ngv&>8*Kw6e;zVsR`Vh z0mJL}UuZi>_Ej`mn<&dub&u5m+twnNi;Bx0qbfsLqTzy+m-S-(Q^=n@tL0;M-&fwD zNg$ifU>fXn;7B-If7QyX%YrnL$#bz*ex_;bTt1;P9E10luu|gQ8ns`cZ8~j^ zYgqfT4HOy9l}{8#@!wjY{!Gj)AYs|0yDF(U2W^11u`rBq+g%N_Wm#P?f5)WA=*KKC z&P2`ynOALv8ZnQ(|EN^y*+!zpSPxF5n2y-(e0%|8IT=7Ogm!xztFzM+m#@r#ys?>b zhx~QFa{4pkDq)Ah&9qJ4@o}0O8BKQ1i@8!VQZo6z%!6kA^@8tL9Y2>Unp=|9)jB^5 zy%N3IZmsrnLwN32A<}<|9Z8>%c6HzY_jpF7wsvo8OXNiTB4<=)qiczg|jV_}Gysa# zG@BfzR*^cZjON8(vq?~zpxk74kC!E49^fK~(zndXK*&}13l&uIIDGi_1z8|TqPiTm z`$|Z!uIY-+j@4?VGQD}cD2k2$Ni2x3`ZID6SW7h?Hiu6i+AvTRz#hfhkPYiftqqH7W1V{4d$bKR;rUAaD=CVfBDSD%mtl1eMQmJ zd#76qFjO5BS)OcNVJq9JNII=IX-R~3vn8F0iTctQsQE-KpD;fhBu)VAYNcKTs5d2t zQE0=Noj_a?@>CG-xdD^FOVv-;RpPd!w^e)mq-4WxRc7SstZGpi8BMm^LP@q_be`VI z1-STcefwwjRD}R3BngncGqVvqJB{!>tii5f#D^*SD24t);{b!4(D?|>M-;~kCWk~r zJbLJ+UBl6iUAfFvk@wc|ql6AFoY$6K6s8B^sasj<)5M(-Q1rdI*L>vOQiEny1jWLf ztPRy~i!aiuwfKgS6VH1kfwp)y=PD}0rl;A$=-#k7q<_ly_XBN!@_ry?FkoHLk~L5* zsp5+Mil+UWw(!sJI#YHHqq5g#%K4%JMSM0>@Nr7le;CIAqJ ze@jpVjD3kAzjk&&QSghbQ*(ty;$O)^WmsBtYVkoi=!E;V1Hz)-6M8}8%`O_>-X2}u zBePbQ0SjX31`$G#2+zh?n`hNwJzNEPiDqA@7?cWX6eJU#p!$+9&#K|%)}B6yNMUH5 z7o%0N`F?$8R*>e50HI^E*}}d-#eaoPw%C((o?kBM~L92xDSTD2;X_)B*=iLZ)xv8hhi=|Fb`1Qbk_)WDC@ePE$B&bH{!1MGIVS&aU;jS> z>h(5W-vPH9K-w^sIdhvzmgTkeN%NexE`-$zj?Gsb3*JyXg09@!nIZ6YDG?V&V%d`t z8A8S>;udw8JoL1|FHDQqK+CW>6Ypm`P1vCFnyqJ#irjK2;m4Eiy~_qs{=SmB=#ZyX z{f7-w&Zh+-ms=$t>9RZZKaea|C5r9b)PwIdND=|PjUo`8C{^+7^=0$+ubd&FEL=PF z(o{*Tup7vjV@kbp1+V&NQr+5YM0KNpjrj0y4LFTV(wo^kyvpK36YXI=-@wB2Oln~IE9rp3&B=D% zhnG&aUN}mfAe2D{mcIT{6(vFC@Z2oM zgDvg-a1yYorhc$xW>2F62=strvA+vQUS4x5;+Tnf-YOTVxHhdlkJB6OiRxvyq66f~ z6@&=vI}FdM==o-SxP{E6NPP1GU~`>2-kurB2V6OM_ll#6OCnb(5}5X0JdG4-^t{vL zi#aS!nVCz02jYw}Tq z<2){b3rceZBe9DO^mSQx*|&VzC}urPKlq`-hh*M0#`IdWg{EjT$dm=SUz`ZBmb&yE zRM_Wo_B+V+J_PXktQ-Y!%6&KZGTxiZ5i)-7Qx47|t`Kor(l&Fdru}9eFJ3d$$TR7V z_*9~gbdnz1qkTjlt^VHgwmOhP}kzf2%_dPMHbF2i9F!J4IfLR ziRloOm4o$8yQ5mPZl$*i&f{Mn~P(cn~1jTw~(QdUffl*lvT+` zv~SA94iood@hj4aQgU8}m+nE&ywGclzQ^$L0ZJ`DUmQdXQX}@m8tq7j%)*0QX_DlM zM}4&T#Frilm4R;=)la9jf;_cL{#~!`N$d{+Tsoon7Of`CO)H}GpZJtN3m%D<{{f4w zht6%ktoX`-(hjRgUI%lj)}0zf-${yS^7$mNbAk2Ng$3=>J^~%_8SFm{;GY3&M;*UQb=8F|WWNrN|p!`{| z9ctP{;KQkh`+ktZ_QY3VN8|ub(H}ot_Ur8-g0epn!VL9h!Qn}kp+eBta7rUsr`Aa(|TryGgSxTp= zqY}zw0?;Az@KC*fZMz4&vH#MR@4s>X|F(q+HBiZaN<;&omh2jA_TdcHzztw|TmVRc zmcT3vcQFq*jDoOT7pbUE_JB${sN(QLK(zjZQrSI@@f#8b4{p6MB0fW2G5))c0E@vc z$9%rKug2UqImZN6@r8HAg9P^~jt??x_}6H-Y}0vP`meKfI)}D8t?SyI6+=v+R1#s! zb(91gIYcZui50li?Lvg_gf*%z*{eQwx!vqD_VDE8x1~CxvslRyEMGBD$Ggv{jimFJ z!_2F-NiJO7T9T)yJJ^z=rIGR1$-owq=E_52fC33}5 zGIkFkiJ8?pswlQGlo-}l=#P$XV~TN~COF;l;@p4~gI1)O(Ow#Tk(n-BcL|caE~l=2 z>)5~zI1H(s%L(!ZThG-wu-c~KklXCYi})`XiXnVp_D|%%zv9JZn=Vr$9g$@myHir+ARDez+kLP#bD|I{QS!y;d9bDbwtkUC8!1P zUVqc>G~6rOG0FZDkDD%FUrOt~v^8f*GoY^kWwo%TSBu-H*x>`&GNGapsMmZ!Xyptv zGv(@AqjkCy#0{gGw0^`6&NI!UrQOBwCXg%d0R#*LaFP%7o_rnWNj90!*1hZ{(j@c( zLV|^4*rZWc#~j}qY&v*+xE~*fVTZEgNXE zL2s0w0>eSmp3lZIp*1CJv*g5V@Q%jNA5J?<+mK!?T5I{;U$v4^_&@ZaGCLfAoR|zY zb_rvHr5I1DjXrQ8i11MnP!8?3Eh*m$~`~MNuj3cluJfb!M2UKPK0kyS@LXZy^zR& zI&&;!JBSMa4y^x>Qu6Gb&Q6uP(F`gGQRZ4LL#5qDnb9=S{I(W>?y|oTfWTn7nttYf60l5TpKxkqhY5w=Jw&$xZnFv)KSwHdd4D-_?FwV&^F4HPrmprX9-r9e761U1YlmxQypF8CvU!5Nx zcH9i)?v}P@96I$RA1?T%UU7g>*Q-K;>WN@pIcxmi)@s6ax5spPll&{Q2pJc7(#VO0 z2qx5xq^%+44+gO}ENL>#oeH2R*!T_GH}`#ACjzocH&?QLESMDpV6n5VE3TAd-yWQ& z)RkMvU}cztu4XP4euKRDX9ONAA)q_6@z zR|pT1rs+>cK|&Ao>gen@%2&2x&eTVkpC+6SYr7oqLREBIhSn0jjpDof=%|r;=L;A0 zN_4|y!4^LVJ2V8_3H7$x%@ME65e_OZ_%dm5{&Gl0*tHa#R^#ics^F0`0n>DILFZ^h zhi>H_5dk|p!FYoepS>9dP!MxI6f4@Ss4n zi03-p(@Z+B#w7f)hj7au=b7*;KT=B(Y!tBV!0;64mU?Rd(CLqDw1!lGD5)|R{s{+O za5jNOsbbZ!{hi*7Kvt98#y8CXUr?lBh@r=hJznl&69(`X$I&u-GMfkCNqs2p0Y@%6 z&VJW7lndz7=5%1~fCbLW<5MI2q%Tm+Ji@DDfQuczy3K7ve>rCs(ch!yAIexA%wqS5 zr{sR~=?#PG=S1NjnepXTZi0qZJE{`faaHCY&%J1K#i*V8!SAORf$Y%&2-`i_IXy;v|!+of-&r=>1fya(T7!g*SspD6TC#8W|A(xk^&VcJOR9IRJL(1V7N0Q z+CaQopyI>1K`fDxCgu=RgZyK)P&*J*8VTD!hZv1 z%+{wF`mw4|vdW5Q32*LkCbGI36Zy%zvr1C6%vTg7?II(9ph~dvaV;sLp?jz6Mdh6B zr+8A$WXNqIx_dG#;GMmZi{Np{=Y%!pWTh-wnMfXL6bJx49E?}_5*Ip|57%?^>mOS;-^ zbq&OGalL+9&WyW79vZr`58Xd~)?>>%sUlkjk-q?D;ke|(*RPu>pbQU-d&$CgJI`}$ zy&^KBc%A`y3>_H9_pBpFv__6!C`&cMUD?CLh=j~KZ6lhQB14J*lQ<%8TAw-9i~3VG zZ-g7Rvaf$Ob_k9XKEr7;hV6EkU~O=_^K+N_dsli+`lHC?eIU~UE`xf&sUyD%*@h_% zMO597SWE9C%KeAp_;<^KpUD+JU*GQyhwpLf!bUN$l^U+1ohob?10T-)E>H`O)bRa_ z`>x@4`R@CiW5wSef*>KCKT0MSxb$E0X0v+%UWw-QchGal0aP2NPaM{?kYUwy)C%f7z1xi^k!%)BNAKr2C_G_1_EqJ?>y9IRIV&T$4$CtwO1N4R*jD(9d?-dfrlH2_woAg?5ptXKIed<2^jt!u0ir(x})6A z7pYvlc>DWV4R!CWob`D5dLA5l+_QV@p816n>aox_7&Fo`(?-ZOEoXajn>3LjNTqO% z0eA1zhCa-N*!&o8$=;weFfiRQA_09G!)Z$QMBR_8@MJF`78-DQR>8I8gsH-)2f0`H0D~c>}`yFKkP{5nq?S11%tq~Qa2ev#qCf8VBW#1x+EGD8|mV6`cj+&7a++qDB zPMaW%b%fF?2k5Sc`X7ZmL|O0vW={^g8uO60iy>t@!EcUS7dH8xCr>$wOLh|?N(fXN zETOP7SRHUM0(-B(NI4fu)OFL`4&fq{o%&?Ut_Bp_Y?lgM?eenX;Tf17r<)77UBMb5 zn;#`ZObBeW=0V?^<>6A@(Mry>Nn?uSap{f_oSuLSpO5?W2E65+;YpB2<{1a*3U!WZ zX`)PXdvm|7YKa^VZtWMFRNaqJK|0wP3pmPfNU2!;6)Rx*b#hpI4=GLExO-28&%M9~qSeyGKOxH#G&dz?_C!#N24warN3ucjrjtMLfe6Oz;vS6-`PZBV(`wSmm%WH>&i#%; zgg#5UnI8`u@ZY=B zl;UxHf#FrC<%*9GhUrSPOEPd|!miqJ?E9*oo{8OFo|5(fTd-3z*3|dXz}$|fzu4tPxu%2y#bVG37OJ?09Ed~4HyMqh_KP~z01dqOhYFsvVW z1E%P9kW1rj^tXKX;8XnN?U17?(tRqr`lp>qMwq3hPq$;M_h%M6psLL>9E>R4k zjg7AR((O&&Hpmz=`xC2gYvL|F8>8>tAjZ?4!p$w}pqQt<5o2CL8=x1s~GS zAsOTtkPNrv{ch!lpCw8sO#QioeZnhTBtD9>o%A@+sK&?kB#+6@{M}*$%-l7Z3MNM_!-Fn-6^N9t^k(Sl8UnTSM>>?-+6tS?Y{xD7r^K z)A_bveSu$_ZoOq4K2Ru9^?^@s40i6T6Kxt*eURztZCdVcGvS9?FZ|N#y`p(M2@<1a(NwfL+Q>A_!?Sg#SL%I9M;)D=g)FF(Zq4TNPJEJh zV(%~#ttsVp_v6Q%r5v|2b{qi%I;_tY=Hf08GmD2MPQ*=)huol&i zb9ePpk-te}S!*r(fpL*Du-NCxs5)PGQ3$3$M-Mkoi-o44O-VhML+tp3*=VVT&}S+W>Jc8`wZToIL3!iSZkgV2--bcf|UBO5U; zhX?BiWJT!9QAqjwp!=3?i;LSQZCuC%`?Sl~GO0?2#U)!M zPtT)lb!{WB>MO||qEULV|57a%1_JX7;V=hp<3Z#9=Vw~=_9CZ zf1u2KkB3{&46@fRYL9P1$CoT$Jb_=eUPu* z`gqK+Ai$Fg1f!N@NP~WrchS)?(R&HHN!+(A3aoftapBP&RetUKHSzq3sZssRtkn9u zi+Siw6x)eb*vt+!uwN|dWIku0oC7j1RWy$Oy0(%l0&fc|^T{owkK`6==rzyf5n77F zo)*S3XSvFVzAZ|XcV6!+B1 z*lzu_0y&z8vsr|{y!KFPVUyK`Glilz564MZnLVH3bf)sC5@{Ctq&_6&a$qyCl`SuQ zh4qPsE8Vs%@V1wmwxf!KT*I?FG0p@qp*CcKo4Fu%H$NJ+C)A|9#bMoIRyqDv}h{SNOAQ@%I(?> zd`lXY3EYg0t?GSqnNGU3z!x3?eO!36pfk;vg0Br_-X(iyf2F~2W~4pp=f3>?PFjXJ zM^L%@aJ-A_>oW2f56 zAH1&_s4A2+89Z;ZvqinjsFcOIF4)$zS7A(rtI* z`exu=mxh#c-+-Sx6x9<+8X{ZKp@&2Zt>Br^^L^k_bg(ZJ9|bd? zWozg*^L4O-&%&`t$R>d8+5A9~y#WaD-7*g7VK#wY*&Q;A#H^`O!anyP0BXMC-Csci zx5HmC1)cq6*l$PSA1?2D2$<@ost)8$DTgie4`&<;$j{voE?*Yqj7S!6_6v|vtc$4&Y_^qqW)WV=&uoP?mD)cIQ z#x3!0$kwmrap08+&nTy`t>s<2RGRy;I#JIG{4x6&ZC-leUf+%5vOIYs?XreE-@ z_vPb=X6%*A>-xh@EvFK7IW_gALoSSoWGoEEn|JAmul{ZX%ChfkHYr z((aXtZK>6jNP0)}X{^ThjFc8h(_rtTLmU(E{KICYRUD2*os;X)*h|IKQZ3^?5uS#x zXT4I-Dy@p}TQ3HWxa(-X^Q2*dw~e&A!}Q5liuf=Lp^m9uaa&;G+BhGbvB6m3<>^e;2&CQuH@#%CYFQ*cxV?&iO3_-h#>qy_XiNZ_lpA$s& zW5ZL9F+=49JrnM-J(BcG@y{eE-h$UL!x50yk7G6h`mbp28_V7|Jx#nCsVH?jZ2UKr z3%KmuRRvJaQJlLffO3vk6mYeZ7=7~ml6xbm!x*%tc+X!Q5`+=Vx`=fLjE$4Tz=5zm zPC#5WdI}%{)$4uhy^U1u?C?2gE<(L18#-znOZGA%R4{NN@I>3=xAkOP+yWJJGbK~0 zoyxZh=eKH_?kmeF9EGZ4E2HojYQ+lXTK~{@*k~*)7?$eHqL?M8mY`kr=#o&#n6ait zo-54gzaEO7noE19zm1-G`iS}w&bMh=XD zDm^fo$v)TEUa@)Tk!E~6cRLAGjY$OzZMsyDeMFiwI-x$FQybrtBnlO1t`*K~-$6fF zh1$Vgudtk25s?o--yIi~#^}*sa|$av;yQ&N4%o7U&-7^=sGisZSUKT6dx(TD5ypM|Qh|g4Z+juyY{Pn$9yUm`vvkSAPn7%WD*1Qpo;~LR@ zRDmahv}&~#wh6c6S+L;VhUWtUTzT4R%}1<41c`1wXM5mRM~-&}seD6ZTcTh0}Fo8_^vID~gm;<)}lG|O~;bCBn zjMsONJ^%#W6^@(z4mvplWGI7Pd_XxtA23?_AE%uCLqhwjnc1J>t)01JD&j{p(>zIVrsT_y#%S4v`Rat!0$>hk_|H$P<;~@|+W^_OVl$y1O+9N{+BF04 z{P0ql#r0Z#lPC5k${vJ*F;W-ASjOfn>!G{kD9svi+F;Vi(mV0TmkD(ryHBu4cpYyd zIZ}6egYjLv*L!70u13ldSZ9$%$6k0t8udur(~WxR*{xGW&ekm56S%`$V-}J)C3Kt{ zr}E^t>Q&cMBlFRN?%|45r*`e@D)Nip1m6b9UxrPoV|%3!>(bGdZ6C21!(<^!022aJ zUX9pYD@3y*b`BBHvcc!hhu3?0rYA24F3QtF^j!)xM^!1#OIsFf^};(W>B8^(ytO5P zburWS7M!GAn}?IGVT50b$Cr2}PzbG`XEA-y9B10eic9eoUYQ0BCurwf3_zTZKYUevhJ^B7F6HS5HXof5PtZFzhQu50~fK7cUcdCTFTofYF~)p2bN0uGuvi3))d&Q;{`|4 z;$L#<{)6c9|A0jLXKlgXuKx+Y(mmCPajD1>TyT|5cmIVio8FheQ-WQ;wcoyb^QJjLbS-hL|A`AE z8{`fH%)`9z4mcO7YQ`Fsc|El?_X^##GY_x7rsy*9k&q;SUsbpZEsvaMZhWKHdYs@& zBk=HP4t(*PZ9&4g2P+*tQuGLsrGf|*u0QGSYo3BH==+GnJIZ+^S*>Xpmb6nFh`%(U z0OC)~$_R@zZ-~Zj#gXE7kOnk_1AnF!qYafpgbhAoF(}T}b zD$5NjcNFM4$cI}X8q+!H6e+?y8ts?YRdXJ`SvhWe)^V*m`bH$rSgRnrBfnFJgCRV_ zTPTLC3>{_EFw86d&IDrN@AL7U1+u1Pi>t?%9o8v34B1S;hbbK)&I8^J6KPilw-c+B z`p>+L?KwPo3eTg*LPN+jYhweqd<>oZf+T4esZ?}#6*1$hc#DdPqJ|V%uBX=nZuhgw zWbIK4U(t5h^Z$pyN`1C{Qsj&BM>g1bR!AI3Rn8I^eCe4=m|=`z5%S{$M0>KxH3u1n zw_0Mu%TA}&w1>iH+_b;G!0R|Ji#>W^=tH3dn#n9_wdoN(<4bZ=GD5w!jsi^w6m5A@ z-69j-qZ4&GXNH_?X!>55kxsw0?*%BGqdw4myc$g>3F0TK*HN&QyCX3&*60DJ=7M^UxQ2YFco+oF% zgFN2mN433yFeKK=m3a$YS(ha<+~jL#I`-Q(-_;6{IvjuhSi!L`{}Z`LkVcPFZ#Oho zoZIJv{g>+Az{eflJYMHr1bEg3c|AaxAQ*Gb9zy6HJ#qtj`)Au1(kaF)7eG49#m=CjpHrfZYK=^#2H!Z1!k#$>bFaMpMb6SjiQiZw#b zk_1G5l=IiQ80mwo*V6hniR2L?`&NTvT6V9dNDaQC)-lH`CkTp)CXa7M| z{Ov>e`(;LLZSa>Kuey+LXMmNCA{WN<1s)MgomJ6aj;H`6DLa)pWK)ys$`01t4)S03 zB?R8^iyumPKKZ)WUiMrH0@V^aEid1l*qLqbu5X+Nu(MxVd5M)tpvi}*De!$$&qd5CA|Jk$nE(AQ|@Ld?4WPIU= zCJ&8`oN{diKItwzQ}2$Ye_=h>^BX=@46%r9jvq8*PYU0h1Ez%E$N2lbXnB_?v_5R& zhm*rAOYHGJ72fB_XL9Rw(zyt#QTo!jT!qEgAl&8FGn;viZKafWgj;qDj#7#|jI+3P zSyd9<2@I=(a&WL5{Og#Kde!$IckF{J>bzfFE2#?8GE9GdR<)8`VV=tp#eof@fgj@G z7+$3nXTYUQdu}P!rnK%Xo|t&2_yMe5xgUHN=)afOD29SaxrWWA%M2cRnD;)od(yPFqH}1lwvca^Sx?`Co)VnuS*sX;fe`&M(r#mk5Gkyl+{%8O76 z-YGwX@Sx$k?ygj2miO2F$!q#%q;}00H*Sp=Ek}9Z*QsjHX#om>!9g4Yj<0~{2b_dTS-I1S){7@LIj&CCp3e$#A1F??!MGzXKJ9ohZ#b`2SoBzo(W1IUKUUH)d|1S+fxmmF=@9s^4ybetf%fOk z!=}SYpwH!!Vg5m<`M(tW0<2Xk;!ztGw^QuTcseiD>i$H#GeEpFl;3x`nE7;1OIi^F zfO{m6pcAR)T;zlDaZB3L`~ZU7^ma$xJOAf@{RyOykPL`~BzfF}rn z;+Ei9ko$S~!QiK~by*h_uwL$g96Z+AWO0<06zqK$_Fqkvke%o9cMcoG^byfd0Z|7^Qy*h3O`mcdAAwB;za}W z^jcJk6&f+j4X<&UPDh8EV!+ zTT_sSSLhZ}SbXABlPevvUrzB?`WE%#4BcT9`;I>!xo`g@GnRE4)+(MLSPlrbOttW*zKP4Em$-!X5L2D z?aiK&4X@3RV}bYg0&&p%KHO#T!&Nv(tp8rsyaXojsqqKYX^qRUZ%%d_+Fi?@R@q%z z5g)ab8d({}iFkgPZ4Fw{{tuIrDZwCs0_!jK^LrbEcrAIJ0e z67KKS!ry;)Gp38_vSexPd#j6rCCzH$F;;|(4f06UZ$}doUbZLSmX-4Am>pt!)lY`W zEZZ=TUgm68Dc$I}e;GRfZmk-c)qaZx)^1gfZysEw^mTMns@FJ=N9_BTwB+~ zHgzAwTLyKF2NT}$u{gF_TjR>Kgku?jtSt}Bjt2h*CayK4!Oe4IO-jlGM%ZoJuZCZb z9TX)(5bYIE4=a&hQum>t;%`GzhvgaG`ts=LG$4!m0x0G} zan+}pJx;5p!#QI7Yu!a@emS;A%JQfEDYzQ)E0%bjP6MN$A;imabK|=-{Dc(tQ$>#L zkV3^1)@cN1eOkCZLh|5*HE?&au$DM%qyDZ{HRVT(gMHdu>2`<1r3QhXHLi70-dV9Q zGs0Kz$v=@6A{>U zhJiwWHrj|%uefj`lF6=NbUX5ASwK_47^ZDhpoPkQe=4OBq_7AOzb+my}ZLr4B};)Kn`p64_ne0ktd;&OBr{w_ak zOdhC|l`;W0-CYH2fH4pPBBJnda(Y5QYgIiaax!aD0||QmyP(YPCj7EMicn?NSPD$n z6CDbkuYxE5Zqy?<07lMk=^pvmg~ysSrGhNToIi>_=-dqcAX49t*p`fweviTocS=IC zKA*Sc?M<7fCf+B^ifR>SQ{c*;03XM??WdD=dTW!o)R${)G{cvlWbdYyE-=f0&BEcU z2I4EVkC}=SEt(!&fhko`*Yk(Vkve<_Ri~>FCpI=@MCh+wv>UMD0pP^=+eK+(H33+mDq9ZAbaFu* zJt?jYqglf&P+QcnpDkQ2D0$e773@!ZGExsLUM)>mv38+9kSQcygT%Q~wq98+wHlDa zujjHJ7M@_mvh;b`26=q*=rm5kwU*zihjd`h_@qyG?5vkNs7?WL*vH>#4vOr=;vNGaxTDgA?0 z>Ov#yI&7?wymo9XZ5zh`L0>wF!tJN|IOvbQELYv=eTkVmc>U_|qS(SRBA(Sa5SVU5 zc5Z#$J=jAd=BYzMY@fcHHKC$jCLOb8+);yU#~Q}Xb6&65kuS0*ITOYsVkXB-ecz1W zM4Nc`)+3+mNk*a%e7 zssN<5=~c|rhwaW2nU@4vBr74Tux3>Nt!gk(XlXjR0uYqeaX`w&`%?HX6-N7)C8_mfW+yBr{a;oQ}LnY zu*rxjSg%UK;&)KNzW7$Js$GS~Un<6{JN1T6TlM8_R114Aq_waLFg0lG-?b{6I5Y~e{$|>xZqaJd<_77koFopRKe)m6MBlO#&{#j1TfAlo| z{<}Z@AWuiZywxGY30N+Rl0#DV0wP$g>aq;uKd%)v5r-EI1imQOb;fhD(px}2d%|r% zF>7lVxvY8Z%%5h2+qs$goprB@z`F64c8pJ!>w3cDr6X=LPfSc;hK=aa<0u2T)f9CM zcyeMn9_Mhnq>x&E82=S=Kk`qhkAj&W+o?>II!R7HU6FljoN?Z; z)5tDiHD~P;fZW8kk#OcNR|k)rOY(Tk`Nll82b6w+E2(a4XYu*kce5%8Qy;34>3?1GRecaBmx!2K4AtO*=kDhfo?_=xRtREdr?iljY1U%)Kcvq4Fd>x| zX9>Obc&9nK#PDSh2(_0^PFCK_Jk_*qXYpF9{ZlT`1d}<|cEmZ%;dHt5mhM|OJ4u?w zjX$~|N$3y>oxIT8SuD|k(QFERzBwOkuJ?}Zv$xq<)+KN{BnV`V6{!f&D_Bnm7wXIB zehzynvVq#8o>BEU+ce`)cbXNe-}AQYo|$cCEycq1!U4OB;p7)RHL08&d_0Z}q}*bB z@eo5#63}Erqu1_{RqHLt*(cZ@Dd{*upa!-~<8r-A_a^-18i6QwT~B!+YcP}hY1a$X za$GIkWQ9vmyFLa?IVO{#)RYjTAX#&TKz3Pi=s;|I?UQyqZ&BnU$T%~;=}U!k695)% zhAm%uYuRd#|B~JY!ttE{DB#Gjn;hLJ@o~fMFqx;oe#wli~ zs*%^wclJCZ?qF|~6p`~iIgM|x&b}jtUgz*b6?w+X54HQ{7va3j_1dnbM zv9de5%{nR`9H)~Hge`zOXa$(=ngx!P*e`~WSIpBl-_{Wzn!0Mgo&<`$_lwBS(8Cg! z$DZS8tEg8>_w`F2n15>2zlSS)M4HzcV}1&Z3vH$iyF;Kpud0fDh|Gx4l$=B(-Wn(} zs+L;oh7o(3OLzA&jFNOhH(t+FNuBe!-sm}s=W=iD&`qrAbM6RvR4R4}Ns-b`E`5U3 zhO($Xb=&li}b1jq9VQ5pa=*Ep-68^5s(skhe+>TKZ=Yl zcCfy-#STi_5gfA;B{H?HB1>K&X$RG3yhmaDZUohYk+3L`&TdC5N0f$)!cjWODx?XQ znChXtR8c~Wd>Jj%#j7cF^0OwB6ra2~7xhhW{<Tj;J=aE#;ngpx-o)5} zPE4B}U$A;H4!%FBXHV_!cB)JK^ZmC#5k?-mK75#U^>ETOL8IC^PWP$_4MV^I!T13g zj1KDpcpqtI#K#BpsU6gkHPyuq0U@aZ!F>>W(k(#(P+2xeJav)8tB|MW)YyV&U&oRR1>= z(0Gf= zj|f(W$Q)qbxD!Jnnk=nnJeze7Q68%`eBWQI7Txx_#>(JnG1O3JjP{rZQy5;rbp~%% z*L=BR{xWKckx$hhMmI8m5zj`y>e=)Z%EU{%yqv_g98+|oOKNEVkCaMBx7XU-gENQJ zh2*{2?euKC#VZ>RwrtE?whSqM_Amf(fS*;Rtak4wxK6LeN^(5QwXu`Cwt<_?d0`S^9$nLEPTO*%i;6Kdde6=` znlubrE{eF`N1&J;jk!a1#q{oes3T1wxC@s+8!p(Iw!)B2NJOUPzCvpNo@5LpVX5E?C}{CP&^XFUowx84Ay>?cw(=;)9= z${Jaa$2Tm|xPX;%dxWPsQ|PRIW&!(UUvLna`-#@D0%EjchfkBa?XCWX+*QnLxZFp? znM+=wjqT2JT@zLY@`v~n(Xt?mH7T~wybQGSHD(|pm+VGwG_!fj(_Ec!QqggWWoMLyc6aI!zG{8{QWcS>)#=#9F1%MCK!If zR2iffO&)HjyYbxK9xm6QAnfT-dsM5JQ3*`KY7(WA&d9=Gg;#@|w+$k+kw2>A(^-Na zdK7s;8Ywmy0VyB6Wx8U3NWULlM=>wI02JfDSksM4rVFzS^zcAwBZ5exP-~U2kQEKI zQeIEN1~NGeD&-+eGuVk@!SwlrUM59fhs*v3;+DOe5iUSVq_e&(oyamHTp!irGxnK2}R3l z%j4cbj7qIsbdL>zV6rT*CONvw{IzSAG;6cAX2w(nK+7S+={)|yeOJQT7aVa zwVh|lTGi)?H9eo4lM){Rs=@XX6$SoJs)T9rj-E%7uX2BFa`8`B3oW6t{pr?!(B1VW zi_*2-9 zjGU|Dx^OCvKlzk&ysyT<8||a83EEb6#}D|C+mK$8J0r+KzR9%VzvYvj&Drr(^~w=t)bZA%7w6TVBsIb9 z$(yxrI#y!~q~Lz11fV7lSI*noQ}s#h{NaUMpWfpq(sId*u8|%UPp!?DJ?(Y7o*;6U zlm*bN%)E}&YyU7b&?O`qFXNZ_;up|H7V!(bqtkDJIldUu?j*IG^^daCYyFXwra&3M zJG`Smv@$yNdmsQV66`o&IVf_?APuu0PbR*#UA7CB$_F@(8nQ!XFTFS=b*_b4g_#CK z2Q>sMdom^GHs?;AIuQ5yVgemIFp@=t&9Hr-nqdQ|M8Dct1C?qR{D{<*|6we_GhCS& z#zZo}hrr(aOn&KMIQ2mq^P|FeFx@^krMK(Q>gcW70cX^^<-ogIb(aJl(8StbV|5hy zK7cTd5B=)FW?P2G>MPlS{ok^KViFt$Hi%ZJf8#S2Pj1dnd;3 zv32q(ej#&zJP%_ZI;!Jos2| zV=e2_CyWN5W!x_IqHN4&%$#;V*N8PRV{N9+i@}lD4u~Z0yZ3xC;zk?eZ6a0j-R}4~ zYnoSAIR^PYf2Np)$rr&1!58VA3E%K#@^&1o02An}onbt45cbrhuAny}7B4TyPgN7) z%M3LTER zDrV6J#eLOVHP@QtP{kkd!4~i`>ZD-)TH9k?>N6AB+PAJ*P<(dL6bzsj*RThsu_DGWL5ll>bPnllrGd*N0=N@PQXwp!!&vW&6P-|bFhkpNw?ETW%S zI%7g%0QwXPV1y@R!G}q+RhGZ*=>A>zaepgAJoa1d|Ex>@)fxSdt|{q1$zn$3y5QZ& zH9)v17O<7^iNW519n5`$ZQGpJOr5x|>x~A{*)fc7Oi4cNpe2HQUV=;qn(WN@1{o@T z<GfQ8XKyoP zJ{NA=af}Fs#y;iY5ss$uaRjPlep)nn>(yh1V2zPZ7KUf9mJeJtv>|{mI_~U7!`4x0 zy5)&B;(GHXA^-sff(t{#QtbTZCGYoj$!=#Q@f6(^iN13^rrs;oi`4!}u|7AEd(i^r z&?~x`9^`}t?~Z{zY&Fd{UCMNPWK@YFvrgF%YgF8xB!73dl*_j-#ny0#L-_NYKAjlQ z@#W~1TRrFh>N+G5&-mecN6p+t>(&uCwp9L$6i_-2)YgGY*nO%+CezSzL~gw}>{_g5 zM>aG`?=~jP7eP5xstA@|tiV#_&k%<+Ort$LyUCB0nU05mtjR%WEZi$tiq`BvOy*QL{iTS$@&p_i(+>lOg7LDN;~VXAZ8hQqIumet$Y@ zmRqMW3IKKUdN%=|o1aov(fTbu4Y)zy{;jg^k1773G{e{#NGtl?OY?QyrxF>k1HxZKC3 z>HXXqGg*bLttM-tt%anP+$jV@h**qiubs`lU7u`(mSKH5Zp2tG$`D~Sg}(;BAYIiF zgGFGJzt@$S7Bt@lP#H=oYbXr;mYwr79g$o)Ph8mgYa0Pg>aa_}0 zIrcg17?|&hjo_GHK$QJ$@3^N{%PL@kK0o|p6(9^fXE_pQ$Z-}y5 z2);^sLwRB_G`=gJH3kWXEvb$*p}xW{s76b4rS1W{`9HNbwetaT5V#ZV&Aqn{G%o;t z5ckjgpuR>@G5POP9dU_j&@@0C1wWb5nJzin*^9V~qQvbkmc|1J5E_Q}dwLiDa}7xDNI@8p=j6>;C%O5ln}G=h`W`foOV$5{v~a{eKG%G>3fXYf-#x6Yz|U@ zH^JY;AnwTN%LT`ql;e}fdl4PttD03Dx8kBN+G5H1=ay}l+Y>z<5+dw+!RwTX3mXIZ zMr09h%<;XP*L(MCww<-WAs883_~dEaJQtboF}a7vhNOIhjkdx<8mtv|N)0HSp|)U$ z_@x1lfa&l8VE*tYO@}zZf&9U%(saMyPWbn*l>Y`C<>#R(5477f#n?M~nYHUrA0YL` zGkFdP>0i$!4WEt=Rr)P7U9t2P7#`}^t2lUUR-vA48-Lp~5eicY!HvF)+X=J0(CS`j zk^YRR4!4SohlEZG-2mZsm}W@YTQ`*fNb234W+~cFdy=PR)jm>!&v+DWO^4QXbmr4M zz!%hR0jh-<#`!IE$%icUjVX6X$r=)M)k0({H6L~~S{rwOi7TL?q$X!2y_h?lA~Bnv zZ?F1JuR0=5wVTI5l6gXG~C}o zUyd&!^pHCBKIR;={d@}fGjD=rrOSNxr-G1K2iQSL4p$_SP+X^^|3yo{{ePtg;){EB%8X-CbJ?;^5aco_;(V6*K$` zs6@{tvl!?uq`<}>VxmBLfPzqr2n?0-!xrgtMQU+OdCihz=Dc17NK=VXTV({(|H&9R zbLu{~^z^fBpF12!8OSLajb9XHc4 z%O7-`NB`K1@0aEl>RC~d8yhPv>&r*&R8;XjiUzS4QrHNjr6(=!aC2^Qvenimn)tI# zZ_faFyL<2`I|*6uTd(=_+9!gUeN$6MWAdT>eCYmmH{bgs@hvI}#05T|S_3#)oV#!f zB}1TnbupK`#Umc+9C2!D89v2yrfZSr7kM3TZMd&$X|ipud(T19?1S_60`|^H+)N1c zi!mc;1q}S9f0wxhT26Bm<;ywFz8XB({@6DXpi6tX?({=s1Jo;O>f*;}5z16{ z0bMjGb;DWxi7zj!V{elh&H=1w#?(H@&3&RcU@DVs< z)$pk*!o@%odT4zx0jz^dyMvge{-mC(35q-vYc-u^?qO<>SefG8RT$}I-ba?`B zD&HiEI@17`V`PEYwWGC{oM&yPf*B1s#;O@mHJm?Q^YpB23K4h**L9@QZE_$xyy@8L zMON7x1z8kswegAPh~kDMTo&Lse)7pH#I&JfATt-_$sHCQHLq_b7F}b-*u!(tQd?x( zyu{^pJ#L&558l=vLZ|%ZX-Y_{Yk@>FWlr%_SszUSqYnv3Oyxz&_G;yUATxzLBTC3X z=9T$FAh3C<4pFh^s2*y(jArWodKF%A(p2+I?ZJ-2gBKGdI`}gIhdZ6Ca4B1Vy`m31214=2Na^UIVZ20=YNr*z>R!w3kkO?6|x2PJ8r7 zd`7mpuk(vPpX60qXjhP7-ELCAJd9zj>P+Yz-bcHjFxr=_-EvC2tcQ%KG3%J|LuI*> zc0I$3hQ@Op2{`Xb!Bo{F$mP}dStLL+_+J9|AAvj(i~?=f-!{uoH?XsmA+BGNI(r4D zeO#M{_4=s%D+$i|I`CDrM{@G>O4jc!kHsR-qB0Uqp*~VOVk`8{3ary^LMyoJte2cd z#)3c|Du{EiJ6N6Q%%OfLmt~o(XGK0!9iD)`LbUR?I$Wwcw@&H&@1b+eXAubw#dvu^2Z|Gk3S74V%A|E3LTATPGCah8N@OOZ< zlR}9k$MKsGNBI(WSDn4qc%%w_rrC4gH}KJJ(0W-o-+MzJ=nUn>nR+@@2)5PM;7-KF zp;hrS4ZIz9frTPO5Z`~_a!0D?Uii=om0VmE1J`$2IS8Y*5`Z%c*KW(8s;{H^I=awc z8EFK4>ri&pE`YX+QCy2U+Ls8;MM|)7RuUCBCM@KtF`XZ0-=-T!2+~9lnYp$-JQvpc znn5rMrG)u#eK2u7dKN_x(>ryLMf&msfS06y416mDK$_URoq47N)fbHV0PECmg&kjq zT(BWZQvL;B^Ix)9{~uH}|MR^+LB#~4ersCu?^95?FuK?FhP&O@HTX_;-Tr6;Wn36@ z3imQ#-wSPRAXMMO58>PrsDoChBwMp^9X-7(PuoK#7N=ukvaG1URHdXPP)?wc@EM|A zm1NF*$sJ$*^U$VXMBuskaw~6Np4z@_jSQ%0gMZ}A%%tH`c?F?valL3R(%??l_lj^) z>YH2U(pNhd3rgrdsz%<7*AhJ-(lk)Htx?EjYuLcG1?A8I4sK*#q$yO2!1#t0&}J^z zG*q8~xq5mOjlTeQo?Te8&m*FYHc3feZT9$F(ZWv%xXGwij*&THTFg|0^P&^J*RYx{ z7}5y1#m;Y&OA(spL_|l5pB-(8E|y$-WQ5G@b(2cqY8`4*!}hh+vF|FK8bjqToDunI zMh~;SwMKU;4e3>c#sZaDRSmk=rry0fPBP%ZU1mWT94|Cz?Pz=&-aDQ`S=$^Q`gwrc8FuR`LGuW8LuY3u5`7NHrkNc?iK1xwX1%1O?iL7b|ks+ivQ(FuTc zd5wxU0bI-S2k;_!7H&(moc;m7n6c^@I&Z}x!8u~XAHt6rX3M;+A3tVW7kMU34V9OK z=F^BPX%umF^J+R!Os_R670u}Co$c6#Xj(0zIWhQFa1@jJ^t6W`=l9DVk)_?2{1tFP zW*M2WrOZ!*gG`&f`TQ^a>g$lAK3b^x?`FHSP zS`#6%U7`R+Fl}+Vq$I1nDjJCdEY?Qu-zLJN3=-)lODNohcYHf4OWd7&ydiVVLQ5Gn zbnQ?d1(c0)Q_zifbY~L-N)QC*+sgg2E;;R%H35T_6B_2WbFHQ)G3aqO1N{aN2k!?=bu-B+X zq_PLj!z*R=71sJJyH#JQxmxZ*!=%Unc9x6jowT7)sKi$j*J+k1#CudsYNMx1>3k#Y z<);rnn&J|a;2+KC`~so}uK-9>DD$~W!^`S5Io=XASy!n9LAX|`dmQQ7{fyjv_pifB4d>>qpC_*}Z{d|vb|hD90~kU{QMlSqdYVP0 zc7ryjXV+JXuFj5IAIQITmucZc2Piw4I)7Rp?9&XO0@ovRVjKDh4%$4gq<*($YO(IQ zVb~20x6=l1A7T!4z*l|};2d*i>s5KM*=u>uV5{e5*Y8&3WhZ!@MfS<4CdKpnksyw) zbSelEFK&d7r-g&aU#e?hyyU;+)Qii&rkE$&oq%Nm3${V&P{3vD($3eDMV-NSL7zm; z8BRSmeSkt(rXC6-xj=90+wW;29?0Afn4vxG89rgIEhn$q-E#SQtgJ_0)BJf8u`#iQ z+)I6zAMZ5k7*z&zd95)3^fbhp&N|e#woU{slA?qYIRLicfbx)HGPPBaHy_Xk73#W) zBc4e)ezL_bd@GKbwGu#rba-F97urf^5mJmDE;M|g=u{?FA2O(2h&8HQlw#YnLo600 zR}2-~MFkr3_+R}N-IBLDg{dX=t(18(;F3vi9kgu`uS-uXu%8w>J~uomziu>WZJO`S zA-!MxUMA9vAI~H8Cb_cdtICrTQ*_3M!sO*B$6URSsAKAUx0UA@{@qAAtr)5zH;V_J z#ZxVWf%gXrOtL^8w78-thouo(du$ECYgw)1xc)e&&(1T~b%krkazDy1>wmHRz_KD< z1CC+vxzC|QQGpXYR?UtxVFvtWW=#CsPKTu_&Z8m)*h;{m1X-`M!Df zI8MbZdHP-kxf8dnyq!ys(eLybEy;V4c4TbP_YZvo%8IpN#70ZyDW(K60K;$Gb%6uIi z(n3d}#2yOWy!kcharLd77XyhZI>&1q-y~$u<<_Zk=XbHml9)6<$>#m+ok3QTlSfhBZEx52l=WgAiXFG(V%i-->LYzHNDX~Ar$I&Q-nAl4`fm56tw?o75 zPp&!St`Ctp25dUuv6L>JcNo8aHM^Q9qT5^XExQ`hM8-(m z7Cp(Z5cxqD>wF6?t-ZxS63|9&gCqxABR@uVPc$A(gmzGu*kh~AN#@Gb0&}laZl-`+ zpjXyzUIesMJ&b^os|35@Pv$(3A7Ic{2jPOA6M#-T(fo^$h<8nuE>^`a5`E264j)HK z64|frbEpi#EI3uIcNwjpl_x7K_1T)cq^0N65C!=jiy!vO7|RYyGxUcvGNCoTE;B0* z+GeMFP?M7apb?p>Cm0?MfP3&?vDg75F!O*0XrzJ9B|Qy2^1nh(BVkj_7a0wJ-}H|< z>RL0(GltAPU+oq(~P{c zuf=~1Ecy$G@sDWV@W*>OHw@jWTZNAI6a@CylkYJ&6uxxjV{xp+lA^xr zqkJ?Vb!F+5qKu}sK_5&SpUK?h!Kb}!F)@Ju5r8oLpLW3dxlZ=u@y{5fpW;-3zvA|V z^BpU`+t!fTO0O)g)XI#M(*Kx2#qL4i5FNlGHMvkrXzc%G%X-Ep0i!^~+!cmRoO(4& z40J<*q%rx1A?Ijj@^X&Ndy)<=K7xdiv+%Vde-RPUu3ndcvs#R7Xf#ulgaq=HP=b}w z$*{I>l87}pu#u+9=3BCx@368TfVRNJ&&5f^% zb?GV~PU?av)U=#_AT$`jt&l4lQk>Y{^UGsp7s*dBM(25Cv?raTc7)usm+!Us zz3yaA4_}ZFexJjHQ^St107HjM>`<(4u!2*##=AiKyX`Bm^~29)uruD7XXeWn7jrR?S18MmZ&)~t z^YSQo1udPtgze0R552N-%(c~vaqrRGjP$=}StQ#3U@tRhad1f=^$0JgAJHSJ7Rru0 z6<`#UMJ2^J>;@v8G+lFQ9}NG32FmxhkD4xg;Mmtk1D5~)3@cd89xiURjnhu0o$T+$ z^oOJVBYpem83jk)oX$Q8>pWpfbPNae4{ZaGv1G6qiDa7xq8WS|4V!Ahj+A1tLZ51= z9dIiSUW=bFN4Z-BdCM2C$sPB|AZ{2My#a+rM%M}Zj2@lV1q@X?@T(SG1M_b<+C13P zVbG*=ty`Lzw4CxhW0o;8LarZgIe0ix)^m(07~IA5dK}m7c_~-SkVM&?3>}g;ssq`0 zIrA_|M{AC>UUq>av0+c8==iw@;RAmK-fO%Yl!td<<&5wy_D0>|X$lm5AMZWZNA& z|G@WogAP&IHl)O8sN${*r%YG*H>$!Iz7<~`QgwW%NqLn2=+rAQww*A+hp^&?`WMt@ z4*Kx>@A?Q$*_&1z!kN_v4@K%DM8b6bauDb9(d;jQ-Pa1i7 z_$1I;-aoRL9i9{@k+gBPhLt}OwOXN#mzgO;9btmZjZi{DPE;OD`K`uHNaSw{aZdXSlfD>jVj$Rbh7zu)+$FwjWZvPiwA@4r`3k6q^Eh7!8;_Q;&O7&L zOxdmL_>e+6m=!mQ1&RzsVa~<-alt8C(_84wC7%17#;tTxe)#D{8?H%D9&)U9Q&fR# zNmTN3gd6Uzel@;=wq%)F=bbTtW9p54PY*J(m=htjet_q+J5$)X zXqOX1D5gf2rnWfyV8XKz6x6C(^Z4LOAEY&y3vc|)a z`}_N`C@HSH)_DsUdTvv-?~~m#xm3YZ=)bL6Wu$Ugd133P1u(eAyfAackf&VN<{ncBJ-yrv@tbgn*IqW?s0Z{8_D>(jBFUOSCoHqMOUX@B<#l&?x1}Wm#Y?9 zWDxGQI4^Ce*&6p~o7tz>4~my^R#GN5bH#XDMk3*TTh@{iJ99nXP^FbFx>ZQO+a#Yw zSlB0AI%+zGK5t7XFYhvlVmGB>{Fx{tw<7e$+!nK0#eoZbmALxs0M+F)GZzfsD|#rN zx9XnLr7CvWa?`PSjK5U&JMdGj5Zdt#rkmvcwRvS0c~jrX%atqQHf|()pI?$nG~y2X z1w`V_=cdnzt#Qrf;G5cv6#f+JFI9af{R6hQ>h9%~<2ncNxCF-dt6#u7z>(}y&aQ*6 zN)YBySXNx+Vpa1$i5%WOx!(#0%#y!xHCg(=o>l8ZN!*Q?1*-{JBzq8ps@z8(PtmA_ zk#(Q^sia>(d9JdsH-Ww`hqAeed6{-q$6BAJq#Ia*dBVXsZ4hZDoE+aiL~`<#oi?M} z+$>dQO44R-CwxsX^fkEBfG>qRcT2P0)MNhz7u=JR%q9~b`?>p>C(@-u;UEy`InjU7 z*8YI>*DEW4RLn(6% z=3wxFCEr0vnC?00@0O&IlKA0`JQYf9Pun71>!gl3M`gY$aVSLlg05tK-yubUco;Vq z-Og4mFPyYESsUv7@-uqd%F`ZvxXxfP@f>HW6681rBX7LtUY2k!MaXz(V&6^{(fx20 zT+dmzOF62;^;toG%R*y}+uS&VNAdmHG6@=89?A{C0W57~UqbtIQ>iU{VR*eD^V1 z<$CEmb-`2J`&&s`;oPadj%5CG&MtQvy6aPaCCM$QAgFa6BJYH39>|xta;G@kLq5L0 zayCELN{=bw{g)R*6;n!g`-BPIHHA&baTB&*T~Gkv5FqdQ7s2e`oHu{t>;IQ(5&exv z$nZx{8?91XPB_c;8T~df-0BAfG`OgMqe7Ob+fk+fVjQHYNdqEzO#pKF?|z-XdOiN> zuliR9ViI3KL+$EqJ#4K^_7&R*il0}>HTSE4FI>EyqM=2G^GD(pHoD&(SD1$ zIaJBWe{QjLOs$n+5m(+Hlsyx}FVeY6%bf1%Liwh!P=$ZfO|@MyiK<73izW%^e@ zTSbNJ!yilk{9QoNALIOQ_9V+I!DN=T9PKHk@caph*KhQT-h_T)d@?O(i7S_#;cjcY zTwR@b+n<%2HJ(RP7MC^N6C^&yjA8c$sD|(10QIyv5{%K*6{h2kI21n@msCWa^)0Yh zrf-%~DZd}TY_0$TAnTIgc4mNL{fJ7CXHz(!&5VB$XahU^cz?3gtu47s*4q44muS4=z+=KKkq3ZjeYaw6QB z+Dtp%LvRZ`RF5<=yZX~W#Z(cE^V;GiQPan&`8V+hI`WX)Ygt4waZRhC&q(5(g;Y>Km7R^aF`b~ zZ~a90#L>fbY*1jR@ftGx8ar;n7r+lt{HM{g>h}cuGEE)4oaWOFZz7^{;}FR7kH9P| zCwwVof+3lk9Sl6INJ{uDm~31(sDF^tV2axn++=G~Vgqc|!}&@*_W~YD*yJiMJ)e8XUa zO6a6&mUeWOFmz03%BNtun2&^Ll7X&y7v9c&4UN!#8fd8e*`qLS=t}C|e+oYr*|JDH_)i8qQV(fRT$`;%OI5>P%6iT_I z`YEvLSKqGUlsCB!ANE&*TvXjtR#vRve%S3R?YF%duGTnWYZ8wB;bG9d;eJ&3^DjVp z9i1S(D;tQ+C=#3E{8ksL`QV_df}21LIMWB7zpRm@UPJ^4rYnlyVB3o5Y*tt5Of+RZ zJWY(2%D?nl9Q>OL@V~!|{T)kTl{MIKj1wdI-e}{*ien1-*gVbzRD(M}eg#GcD*5dR zttuQ=s(!|C2bdi8B;iDAANc(s8HUq|@3mN$Re+5%I15BTS$05~&G!~?iB!(Ho3^Gv zA`W#VAXY@59#QEeZu@6{*rq=SzIjOvVl;wd@za{|+ZAaZ{yQtBHtcs-Ld#3c|5r?E zA4Xvh-i)OiG5eI{RfKw*YExuRV;?n5^->iwkOErg!YDhL6ZAL$Yvc8t=$mfH%y-kb zqwj2g!-M>G&UJln?7>5@wTSl)?LAdbVzTe8AFWw? z{=6A%5V|!r?J4Ij)k-cW)>CO;=bu)%Hr=-QTj-j*$Y)?;LjyMP+%N_-DZikMG`& ztmBVW0kcV3UNZj8IpXK7?07OX$sO$CB%zj5TDRq{{eWV%uY-+#ztrigF)iT2&P~?w zVSUUq&5fL;wxLz+;|n>+t*#4>(lNk0s6{JTY`ajxwe0GU=u4aUW+h5heAeYukY@@g z<`1WT-WF`he0j#Wq&!`2lF)SPhJFk;YQN0JmvV!wm$LPGFHsn)`dw#dQ7v`8tCDRX zpr-NLJ!kN@r;5IS>J{OiVg}~lY+6UAe_y7IDd?f2Va^NVOQjL_0c2_hbRzr|>lW>)i#r%`e*21-=7JB*Q!ARr@ab!C~F} zGIn*2B&4%IoU|dqy$B`3JgSJbDyP+(Sxi#08a4~n3}7*R-*Q*<^8Q_1$RD11EA`rY zAzyv3k7TOUrL1i4gO5Ht(k za(UoN$RAJf-*JZhmD5x(d4Zd39ZNM(>Jp{$C}|88PjRWw6HjeA;Y-%l-^Rj!7$$sf-}$Pbuy2F+gOVEJ%<3jIKCQ035NSKLAaauP|LUe}7hBVhc~80gPK z*HKb>^nubYRi>@S$7T-!H}bc!dLPR0X;+=N8MJ{NotP0gjS12%C?D1weNqudTAyzh@j)lphS+Vhii z_u>9SxcM7~c6a-o&#vd59p|ms4RV$8@+{WZLO_OT=6NFpiKrg+74<0oU8=_q% z)ohV#;J(vo8avtVe5DQ<#2zbtZhP!sq!>oL*{B0b;Y58{*`>REanv-dlz2}TSy-QE z_}sk&oBW7%D73EiU9d&ctWHhvusNXv&IrzK*CW2eTYBd3)~So4crMN;9Oz;ximbGeBC4;Md$C^IKa{qfwF8PPi==<`nmHmskK<#Hbv9 zeZ)9rk2lUhB`4w6l)f5|8y&>^*~r#KyfHziCZ-Tq{8C9?BNqx^o~Av&J?d}_VJT{e z#I(vw_e0nd2_g@R`{24SNByEF{g>RE^!A=6f7-y3)eo2=9`E;dSCg;a^sAxH!+&~| zMapuKvGrjTV_y0y#h>4$x9B2iAd_%Y!=MCMsxHTnMV@Xd*z{A?GQK67uBTZf6O7n6#20^$seJGD zVn@ckPqyHbmWmNmcMp#@E*p z*+S7OywyO?!1hOXzg&G;1GA_F2XDf%n4D|~m-^SwE>z>IVxlzjNOYG9^? zymgVIjD;A%6!h6)`&CWp;Gb0G;WLLEURJe&XR-tz#c>8yaSML6KJ3SYoo!*8iuJukb{FG( zd~sj#M<*R$JOQh99e=^zKad|NuIE3OwW5>C2(m4)sF3Z~l2Rw{n2uLC8!vW;f6wz< z_yt66Xq}7<&ZTVY>+QmAC$p8#rhVjjcgN^q0fxDz3Y|?AVEdw^XZ|>e%~pPM>2>kz zvV%)D-{ZjqpfU6^|3)U2fbwluu-TI=>354K@r)gNAkwe3q(~0A;jQ|6A7-YIGDM$d zeBMb^5QcX1PIWwgrjCK2l?oK{EwyKP|I zGD|rMKGHEITnTuuV;Y%@{2tZ^E`GR?zpK7xQYpOWq7h3UADL>T3N|U8+{} z-4nd&j;yZl+A=yuyqU(8yOq;e8iZ1m5kI{Q;cJ;FR6Ro+M!YUyy%*&Ed;rUV5!{6# zIZFk0HtU}DaMoKf^u11tZ%bhHp${J)lVa^%=zp!(w(vD6#b1draj50%{5!{ax_i+dGCY5=m4mQ+k?~!I<(|fg|MH{A!!Fb268Kfjt(r=-TG1L^eHcl0 z(e---ZdYmTO)p1Rv#>K&XI;e-q1~P~q9xrCRI!~d*VuI@2gs%ArTeS+B(L>4HI-{( z7S+d{FIuN6c>58bo-3~I;U7|7`SZn+qXEsayMNN`DZ9K~8o`uXK>6)ffCq1>{WS)& zc!iFvlPps8Uv;W*)Av?#rQ*JGx?)Ge4P-2CMRjPJ@X+}1XMSz8K^uB3SnK=9K?&Sd zdbAp%0w5l)b>FO_uj80Ev+|0tW{4~_=8siWyY!NrE7q{ec;J3na>4PVWm*)4XJWXi zTS)`m#7f`c2fiG8QENX4v5Q_$>?D2zNM6o}NVsMZ&yiv@Vp^H5>^bEn+vcME$070B zUeAzhH20ZDC^-ib0OaZ@bh1OCta`9=swcwo<-3(9*Wz%!Qyt|cqdktk6oCnRsW$BO zQOKC^n?gg@RPnkIj&i&440U8u>zy<}zpoffG=-5y%lLd;ADgAj)UT+0Zjv&?IPAED ze~NRH%tIsK%j(D_(m)cVaQlVDlL|JQi5Y2C=T>MUIC$FkPU9Om4O(#bM0dy~N~SG? zHE?Rqu;_uRkZ{yi&CKgH6&`#e6))}bf!~8z{Oz9iDj z%-$X%b@Z|Z&fp&NY_~mvcspVKJl%1Ao9a##g1F{c5jj9;FZ*&IAF_}|dSmzYN8h2d z+S@^zwT&R0*H`o^U{=B;3h$Sf=fadBi&73Q$WNxxvY8Y%zUr6y%X zcj=sa@}+9yOZS=Ov_+{zppr`F&0d62L;K{Qu3JI!QB||1fGniVZ$gAC&ODxSAP)?L@*%&+p)Jh&A7Iw2v=A^dpf657z4@jHr` z`kO9WkdpH4Lo1pj6Uoo^lCQH!qW`m40^AaacW6B`OsdFbci3?BC`{*5eRcSA4N2FSyO@r& zGSM@qSd!INA+gK=@Jol>>2kL9D3etDJG>93-hp?LkTAN`@BJapJv#y85e`;FA*%5% z>FGGEKo{uTlw}}oT$i(Cu5~BqM60$cQ7FvKv$zOqPw%V}^Tsq$!~YpmI`stipdEm(7p$X^+t(G|3?tvFHi?7VC&R32k zXPNc|i$2vo`a;}+A^7M`i}qSzGfCO@MV9g^WwfQx(V zRTZJVmsIod)l~$w^_AWI*B#C=Np@a)uU9xka!s1x1xxZx zV(<*hc2^^%$lPbKCy#eAXWMbkQ4H30w9#Lu-Y{k*ny<(6cwhv58PUwGp8c&6F--1x z%|P>FR^rpt6Q0c_TjqO9_u+6>KVWM@{TfbY#3>4m%p_~<%RvM@5e71AZ*Ak|suX*tDu_KiDuSX^1&mV8N>BT?T zqBv3i&?yXh_U2*0#bBflo;F%zw-!)jZ7Y##%D1Mo(eq;KE$^~3(KR%?e2=R>THMKy zG_?NKLJST@Bca`hZisbs)6Ohj8xcrl&WGDT5bYWN5aieH>4+1xr=Zc2$#|H0AxL%2 zcypYKg@$OVI|IMK$j8xo-ShNZ0ccV*vUsZ^_Kd>>tOR_7Mi(6}|3B@0S5%X2w{4Iv zLM-&&1f+^mqy`IJih=~G3epXTv;cvC(v>bKH7Fnm5Ny0v;jZ2t~h2>s%Py#Rs+BXM`hbBU3*?aDNpKG&ph!(Pvsq!{QFZ5}LA z*ZhA;O9jMJEYCnb9(Q+CF5>Z_6q8gT{mfBFi+_kyh(1UwsPm=rkJSzoJ5j5>^(9nsCs zwzkd1U0QSJCc7RaW>ZwI9+?K@HTXMz|Odp_GYO+}Xr}XQ?Xq z3>Vb{R2TltlE=wfHu@0*vp)IQ{Uw}+ol`TY+$Q#U^E(vcO__#bf-32nA zV#zE3onv5mj>{JR*hqXE%nR_mn}E0BJyt=)SDhGCJCY{{6r8HIC%adzt&lXOT#L2% z<)jYz(n=o9V2?z{nd-i|v&F6er|A$r7wp{iv;G~%ysL2^jz1f`_DjEkt(Z`yI9SR! zy=6NH39Hn<#*Q(Y2+bYD?>d@VqTW11dsftP zRoes9nu)e}DuYE2+BYg)z$nu}kxhl^&SelC7(sE8tikgyF$Di#8BG7<^Uy&QpX%*W z7n|!NCEl_255DO>50#ysQ`PH#_B4q(G&>V8Tl9veAVdj-Mxq~5y3t3%W=*AYIl0`0 z^E!istZH(*4BD(gQ`H~Gc(-%>y_Z{EWn&|G=?71pjZQgTf4*)4!E&EcS+NX@6j z+|Fs4*O=j;5*s=puPQlE#rOG`++v;eX>*`5Ng#4unTa7FTS$=G*MpP6qrDd0~6@1 zuSS4%Uy0@uVti+vM?}Ll(P(ManJhI{1)3p=_s}QIXdNm<%i+3}X)}iQ)zWCmPSu8t z@Jz+?gpaA$={Y=5&I31SmOQ6J)C^-f@y#*brR>gMiq`hir23d0e5MIC8(&p;wO1|P zCvX)@yzxm{a3e!v7IJq8~i$}2YRjxa#4aUK-}26}Sa>2%Ju>)FfJ zYJrZSCfF3` z&#wh&MHkLLp4H=Z3GPwR8lXS_T3k!(?$7wQtl1pjh7b}iOQ*5EF8nb%xb&8;T_NhX zDmo5I!i(HwFAd(Gnx5JGgz?x#8Txg$<1*VHPRiXE1evuGf_M3=%$Z)7Z<@0q`A95o zN6(SYhK{kqo)^RsSuH$heTo{Vgxc1n5H-D+{%-`PltQ?_{Au9iKhHzW4_g)&Tmjjr*YQQgPn*jHDvC^zRAjkLm>A=K7Q`U2++~<_b32EG4$D4RLBefE`+*y`etXRmZCh zsS^9Fo^jbJZx?t;7weiQ5u2l|WYlw3U|q}a!@2k%48{6^nfsR|MhVSfTk|oQkC8^E z;MG-u(DiD*K(!EnrOviZznCU-??PRkXL3A7t!z>a&t3&tl%v=fd&IY$rFhB)Q0az{ zjwd#L)77yVvRPB5iWx^?`1{ZZDr-aM*6wMcDlYXJNiM)Z+w4C)wtILANa8PY!>TU;P<*g%Gf}*m4r%kC zT<`OKKcS%TOEOnhTrO<)EI6gsS&KD(@NHm%p|VD?x*s-Q&tjFhI-Ev=^tb|3Eg@+ zC>Wx=A@PfRv+XFDk^ITKgtg0Mr8>gY!T-Co-#znH5Yt)8A@#qH*aq!UmnR_Kl&A~2 z5nO(sp%bQUdi$vSlAhl)Td%k^ttR^xS^;lgGBqY~zUlD2d;(4XDnZ@U)f#6;r4BB7 zdUAL!MD0$@N%3NLRD*#(LDi+MtFmY|@5TLZmUGrUf{`{#X2Q=nk7U>p5AfZu+*wCW zYEvyoJ~s8aX3X7QGt{9ZDCIB>#9$i)2ySijH=9{mugqH7lwFnD!O@LS^i1F82N*DU z1XL#<7|wde#baut)?XH#ssewF2uonnr7Qy0%1#g4_+wGA>X!&w#Y`Dg?|uDDs=hzm z;@4cjFHT9xy~}ujwDY&^<^s z?RuwQKS=o*O>G2dSf*4Z^wuHh)Ui=ye1l!3F>F;cNr`#+Mq+~Ym@(BDl#u{; z)x|G7tRL|}Z|!WKHx#Z+%eDI$@WdBNk$KgCA>FscT*Ata8@tp6BoVWW;(iBeT^n-o^R}-z?i-u3w=u@rp2h@v`OhW~MQ1)3D98VlXYT{dS8x7hu8@7C8{< z9Q*WC1d%_JWJrQ_1#NyKKsr6ZMD0%2X{IkMYuP@rq=S2V_E5W8JFAN{^s3%DOe-<_ z61MTc&BnNi(c@Bk?VvY)!W2)1GbuB7C}#_g(W4#n*G3Qmxm5*Utxm4f(0$ZeNsQNg zFpGDlbd15vL_t^)vN+p_x`C{M#-EKlPoG8XT#wKYxxdYy@ItA}>x6SVm>St5Hj3N? zY~X&&7E+FgeceWyD2qnQtC?!AWJo-AKZgvoOYL5_RVT`mTnKuBGZVx}>14@=+m<@Q z4x&Ozmx^WjW>gR4C=Rk%I^nb$1m95Ud~mc6;j3lMo2{3Z_0ftRbBWo(Hmmtg)(AKJ zXVj9~UCk!8@sUYPwB+8sCd(VXRwAEU_1YL9AF{zM}};oiqEj#c6?Mg807ELNUy{qRZyI!-`yQe>#>&at8k`tt z1iTps4oBE7N(Jgw1lGG%SCdDqJ1*)+P=yOb4XALNEo=e$4dH3qQ#yTs*8&)bb+Xv} z0iE5RfE@M!#ucR>g6ZM3285vPosU6Ye#~{IM|*8$H^S}o6@MfkYn1I9K|uzZp1d-| z{Eu)^8_bBjj!e2+Vd|q)=DVEN?3!hrsGfWgjZ1m&Mwn?;3|Lx!SL*VLK#q z(JQMZFa^j8(lPrg&GEeSnDMwwr-l@kBl%_Hh%nx;Rh6jY^FhVK<4bInY!c$^9ICDS zkZV>>N(Y@FeNBHz`yh*obJI1#M3j%^yAhG5r!L%kD#F*lw9sWmOR|ObSZI63pYweRHPyb_$yvHwG7aghoeeuw$57yq%nhPw7j;Ne)sR5uBr(gRUnk+6^fT&| zc#lk)!Cd?CB9h^-6iJal+gc}&RxLJA9#Na@S~dcQGR~wY7gdGedn5{+}X!^o`18-i^HNDqT_7(_(^8WrNvs zJA$bRgHdvB{_@StMBM|TI@}S=ES}4gC20GervfNec6r6{ac^)ua^{<6cJQH{*j8~u zby3+eQfR(LA33$!YHa17q+c{E;`K}a#YZGzjP@|+0v{I~Xn0zhFOUQZqA=TfXK+Pr ze?fnOU{?{#=nD=z^mUzelm)g)KpSU<&yQV=J}kMsGL9YI-Y!YvyXBz!{TjQ9#%4sf zU{eHv4{+@S!%^+y=~Cq4l9KeIX^i3BmUH1;=Bs6tnX4?l1uc9uBFXYmFl_|-t9$=< zM-YrXSKt@!janWB|3vc+u%++J6Mp$> zn5SG|L&0+5@BRp2USPsRpYe*mN?#$m6oM{C8mUC94%GV|0#mwti(yrk&uhF4$!+5m zbB%8k`#6%ICep$KJ9k1!+T6ypAI^RlcHf;y7Im(T3f%$RfI>=NqD@+WuYf^;ENyP* zTiNu#H$<FoT3dq<)k{Hlj3NLZi%OUti=dL(;~|RU{^84zYv6UL6hhE} zoQAHXpwlS07|Awhe{)2;L|ZzN|H7k}W$? zTf)apQXWy~zZ$bqtvK{Xa0T+MPTFsKz)u3{4LF3Slf3_ck{)9{es8j!MakP+56jKi zP6e~Z46r0`nN{03w$}IiU#xIK2ivJbdPn7O+xZi^>Q_10>zrRvKg<6z-`pt%0MGlyU0BN^9M?AG|t}B~( z*k}GYU8M$_Xn9=ZTkf1e#T}Ou60kqsu&Nd0hArqUQE8v{Z6@csNR7$rb4wy>S+zhB z_Y=?*gViisoIrs60nrj)o79duSe{yDq*=J6PvatemFy!g(CDh&Dh|FvgkX*6Ty+bl z+P!=Nc@edx!c6vqFF=&)#2+AkqivR7$Tq)ECntMN9rc6>kMt?B1QJ(G5`y4My-{1c zW&R7!M&&^n?ue||diFDL{dT6AV)rj7F%diFbD;$GkH3WK3YvU&4lZzrtUh4_T7|PN zQS#vE=dD2Z958SI92Jnn1}TDa`}b~2lMZ&50cvJO`L@}1gAgwMGMs6AN>vx@IAp>6 z>}^!8tUZ-Om`X}yu-Am}zU|$OY`zhn5*AF*oh}Z{kw&%_unsW8^VoATE@hSW2#$YT zyN@87i+C-QKPr&bSCAHP!g}Z#G&< zeN~p6@xsA;uy2*-7Q2cp%5{Wz2^hK!k|fCXr}|sGe$#y0D3=+Os2xt}4BSXuX|!w) zW*j12`_z}`;u{VVvD=qKKik)((0%?pghm<4t4=}Wcl`r$-}AU{c}#vg8@#$c>I+#k zrC3E)lmhcS`uWObr{2>m&j+oWTyY1bd7IIAzqajv+R&AP{8?L|4gD~!GzYYyjCTCr&UlD~LinflHVbsI2Nz1F zrz-hbXbyb>mJTPnS8Dl_r079VY5DD~Ol~|%9bv8ygny7sR3GPJI)Kcph30_e$Gig> zJfWp4KNDz7 zbyDgQ1ZFqqZ1J7CNPMp?6G?6yp}4s2E{ZZqU~^j^f|+2{>5Q*G@{AAI_2%K^xzcXN zDffiE1eSD8o2#rwl%NEO1;Kq|7k8QAygYXR1=jR&M5VRJgB97DXOg`+IMJNNBSery zHBk`Jp*h->H@lKulyY%3k^A6XkloV=Qpv z&vI}Tfz9h)ioZ*`KJlCVR_^j(Xx`rB6<`zHu`k#&IfeotP%ZJv5UMqO|k4tb=zpgCOXSZhZ}FnO`q%UtTWQBN`f!=k^16&ZG7(>Vm%R#v2;oqh= zjRQ}=h$P}t@5xe1us#Qc9IASqjAdUZT4Uq6tfa;ZV3N>}cgRIQj{y1r_bc$yO$}a% z-y)cukIO}QymHBwkx|F`j^N&k`LlPC>=X~>XXh&7OV3p`2@vCmiFQFGPVql4Va@yD%TI=Gi<_1H(t)8b+mR&$FL&#)ISnJ$XmQm-vO zyFoO-_PsknimB*lJpoIQahGEQ!nsN-XOvOS)TZY41zklPa_zC-_8|_LpSty!@`K zR@2h$I!_pE2TEgugp;O7I+J$PR*%I>bx&}9GSL_voQFX90!Qyc{+Z38# zXUdoc)HStQs%G?MrG7VTXAob}{wrE^YjSl+_FO5vy4AwtZG#GHbm5>M3+AD4%=k{x ziLpkHgHUt6Gtuu(C4L~(Dfh9iT%Vv;{U#llF4=uZss5XO6KkU@Sl3#KG< z=%H3^Ij7tv0<^;#Zeta+_dRwNscG>armEvR!uZ00fh`Qu3TCi^mp9xy=6pZRxxZZk zN`(kFk(ccqeUoQ^c=Uu^#2ga+OGqjc55VsW?xaGm(q1*;AnEvvS8tuVNSEUv7m4Z1 zjv8T?k*j$FR*Ar-A-;je_g&fNM^$}twevT=S#>je(GPE@J!%JOn?00`P%DB^5!v+c ztZAP1`MN&hMv9qxR^KXCLH6QB*JamdhiGHnn)iHsn-2*dK>lRSA+|a(eI!iW`Bq~+ zWF?jNP^JjePe+OkATPA@ua2CH0F#^z7_q` z-OOejZqUZoV5A<-6=0%GwK~fMS=cYId*31{t;c}&7GhBN7-ZW!KxtHQ)?R-R>2zZ0 zcQiMOs;^fk`=bjMp`@f(#k0CWAkH|8?w&%3(md)L6TW$ShRh7_(=H@}TAPfLod>S# zQsIOe{dlk78{fZfP@{QM(B~eX z!&dT|RN}0?Jhm<#h#fai-7j$aPS2T^DIXI-qsxKr7wGsN>XdpneXAbBoMv#cyX~)03SklZgyVYOn^&LZbWT zgQPzo!-%Z=rrde_>o zKkhbdBS@wTRgP>MA3>I>qPF>@`4qP%2eVdq(z*%u9!;{wBs`KV&c>#PlaGJE zDZ<%)zCNe0JD2%Nd8P4nJ0A@~6l?7uZ)sXzR~NMtHrLBzr(Sd}E@;5ha$XuQ5{h$k zUK)on^spkn;9yDG*){6f-GU*i5}orDgwN$3)W^{X6YK+)I+VC?3jc}Wt=@a}buW~T zHVue}yag=B;eyQ{ls~5zjqDAlwes3~uM)wAA4;{pkx{BwTwYxLu;CZOg!r+MLU{R-&ROV-&PJO+Kbb3}+#ddfn|n^&0TVg5PgRN1 z67ljYKR@4J?M=c0$1JW8ylK7i5z7cR#eajlZ**xNp}cTxX_qp zEHm);c~zc5CjEkv7Pd|mPEgLhyWK$xNIx7q`56Hp58yr9O>jfehis`s^P-w8D!MKY&WjL)CiGZS#$iD#KSJ z)&f;};XOse&ImQS(XfTa3Tp6qd zp-e1)H%IZ^BWHXSfkIsBNBO@+j=eW7;KeHPwbdK3!D;mf*+6c0Rb)%Fw9xsc1!Vr^ zq7)9vJa5rTuiv}vn|*x?RBJ~_NTi$+RW(>Oq(?wQ;T(u#?e=02PJ?MomElPd#-*w=Hyzg}}MhrU{lYup?}FLW(1kVG#J%(INkiJ5B^nyOs4Uk{h`KPDB= zAvCeuDxJ#0zqP(_^|+{yY{Z%V(s^>5cM+N;x# z!j>RZE*AOuNsn*KshCZH7+AZ+9=)LLJ)h}0%7Q~xbdzFj#Qp%s$bmxXLxTDjpGEKm z7d+9atzx5Go4?vpMPs=mLwDA Date: Tue, 21 Feb 2023 12:36:48 -0500 Subject: [PATCH 05/25] Update TC_MSE.rst --- diagnostics/TC_MSE/doc/TC_MSE.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/diagnostics/TC_MSE/doc/TC_MSE.rst b/diagnostics/TC_MSE/doc/TC_MSE.rst index a9d3b6aad..24b8f1db1 100644 --- a/diagnostics/TC_MSE/doc/TC_MSE.rst +++ b/diagnostics/TC_MSE/doc/TC_MSE.rst @@ -64,7 +64,7 @@ desired. The user may comment out any of the plotting functions that are called Required programming language and libraries ------------------------------------------- -Written using conda version 4.10.1 and python version 3.9.13 +Written using conda version 4.10.1 and python version 3.10 matplotlib, numpy, pandas, xarray, scipy, sys From 16dda92f45a7c336cd6dedd502a198547fa5cfad Mon Sep 17 00:00:00 2001 From: jcstarr Date: Tue, 21 Feb 2023 19:58:46 -0500 Subject: [PATCH 06/25] new file: diagnostics/TC_MSE/TC_MSE.html --- diagnostics/TC_MSE/TC_MSE.html | 27 +++++++++++++++++++++++++++ 1 file changed, 27 insertions(+) create mode 100644 diagnostics/TC_MSE/TC_MSE.html diff --git a/diagnostics/TC_MSE/TC_MSE.html b/diagnostics/TC_MSE/TC_MSE.html new file mode 100644 index 000000000..4cedb507b --- /dev/null +++ b/diagnostics/TC_MSE/TC_MSE.html @@ -0,0 +1,27 @@ +TC MSE Variance Budget + + +

+This POD reads in model track data to create 10 degree by 10 degree snapshots around a tropical cyclone (TC) center. The snapshots are made for all storms between +the years of 1979 and 1983 and the column-integrated moist static energy (MSE) budget diabatic terms are calculated for in various ways (azimuthal mean, box-averaged +nromalized). Then, the snapshots are binned based on the maximum velocity at the time of the snapshot and composited by bin. The bin composites are then compared +across 5 reanalysis datasets (CFSR, MERRA2, ERA-Interim, ERA-5, and JRA-55), which have already gone through the aforementioned procedure, by being plotted against +each other in different ways shown below. +

+ + +
21-24 m/s Bin Spatial Composites +plot + +Azimuthal Mean Plots +plot + +Box-Averaged Feedback Plots +plot + +Normalized Box-Averaged Feedback Plots +plot + +Normalized and Non-Normalized Scattered Feedback Plots +plot +
\ No newline at end of file From 4c69c51ce54220c651717f15ef315a52a840c6f0 Mon Sep 17 00:00:00 2001 From: jcstarr Date: Thu, 23 Feb 2023 10:46:37 -0500 Subject: [PATCH 07/25] Updated .rst, plot function, and .rst jpg image --- diagnostics/TC_MSE/Plotting_Functions.py | 2 + diagnostics/TC_MSE/doc/Box_Average_Plot.jpg | Bin 204947 -> 210528 bytes diagnostics/TC_MSE/doc/TC_MSE.rst | 113 ++++++++------------ 3 files changed, 46 insertions(+), 69 deletions(-) diff --git a/diagnostics/TC_MSE/Plotting_Functions.py b/diagnostics/TC_MSE/Plotting_Functions.py index 452b114f7..55622cc42 100644 --- a/diagnostics/TC_MSE/Plotting_Functions.py +++ b/diagnostics/TC_MSE/Plotting_Functions.py @@ -568,6 +568,8 @@ def BoxAvLinePlotting(): ax.set_title(titlevar, fontweight='bold', fontsize=25) ax.set_ylabel(units,fontweight='bold',fontsize=25) ax.set_xlabel('Mean Wind Speed [m/s]',fontweight='bold', fontsize=25) + if(titlevar=="Variance of h"): + ax.set_ylim(0,1.5e+15) ax.tick_params(labelsize=25) ax.yaxis.get_offset_text().set_fontsize(25) diff --git a/diagnostics/TC_MSE/doc/Box_Average_Plot.jpg b/diagnostics/TC_MSE/doc/Box_Average_Plot.jpg index 4f2cff34e27a5f8f22c6228910d57c83399ebc24..5f041b8335970d56ebb516cbb759c96c987f3837 100644 GIT binary patch delta 65585 zcmeFYcT`i+zAl;oiZoHAx1fL^MLHq^0hK07FH(b|(xeGUXQ4jMZ3S&iSj~_f1qY?d&FPP#H9?10}9Q z4G8lZ4DM_lm@C3{N-C<8=BaXDRMptsy)Z7*)aH`l-@MjezQMjiRJRl(HjiYSNR9{H zCPDD`oPgDIycF>iMu;-;m}1^gOJ43Lz~=neEMH5FPq8MWZ#N6Sl$0y}wD{zD*Ka8s z0Rag0qY>ENPq9-xfKP!e%h0iJ7=L&Ko{DTK-2QCd z;d)o)tGr+z*SV_VRL@SrZWNISBVPY%HQuM#q8UD7N6rzkv!8h}aHEy%a9yjQkqoak zKW{w6_r0fn@+86O`y=`8R;Qe)PA{8TfNFfQGYzGp)M*jTDPGYv8*k~nfjnM9Gqpgk zi1)0^KPMKe4Au$E6->G+4S4t45Kk&(u4mZhuZe%~n4!h{_Fj9XKYpA=i8X&>c^-Ya z1-gljZh?wiu|NKPmHU|kW1M8s$18a1lpu))ba5AyQy@iDY zk!AQ);v05#A{`$IvgkYZ`Tu|U|0}bh_J6e8lKV~%*3Zf>V4SX2r1vf=chfE#y=>A8tRTJK=B#AKzNt7`aWMw@*?u|7v0S2z}wcx-m(Z%GyE9+mVUvA z1ev>o1PSZh6F*c z_Cv49>5(8*Gr=Uts^f1G1ZzW2f-qSDBna)oED3T#<(P2iW04-t0OczS*L#HG?F&~|)^ zgX5MBhY`@=yHf69){DMa`59qvLJ{sFI!*a}o%{wH_kuKZIgqUypSbYovi~Eec~SU- zw{yuw(gW7tvv{7KKc@dBsj`+~C2tHT@K0YG^athvCm|rbLW#X}U|ZI_Xehgs3MvqU zu$Sx1+c4*5tH3AD)?fCQa+;fh8@-)Mc9P)@EV=gSsT#iTm#gL)QrmZMnjP=GgQIUB z&xr7c+qm2KN!CZBH5q4jC&CR9>TBL8U&8Noq%?*V`-^6&&);!mbt#IP@_w^9Y!siU z{;LFt{z~h!@TTq+q+r0YW;+90iWt7q{+fO0*9EIS-O{(>jQ(|!w8gWU3)AIw_Vxwe z&BpAf>H6#LWfhuR_50{EM}*Oox(c0FJg@4;F3<{GdhAW!F}(69ba=y@XKYQ+q97c? z7c#9qGvA4rV}zbZF6gkY)#Sd(9`s!Gj6yKnkK-$o)oVMPO{7?Y2ym2U9O^J_C(gZw z(aK;hG|%Z=_I7#DTkA~baHzI)A@Q+)n^eVbxA@)k+1SwfUz|Z2yrYMi=g^~zP;(Ua z-g3Mm?uKirOV`@}{P3VPB^n3~8MyebUeCZJKkHhK&fk4naK4I>WAkEQmf)Qd! zdek$OOG~TDo|$Iio(r#wV__Zi>^mhvSV$1|O!~Vd$h)1tFUhO|c!@CZ&x*PP zLf5B-qkL>qsB{%xsWm4KM!&r<`}TH^59`@Se;D%kU$$zM_hs$d>bOiS+PPmEU^d20 zbo5_(oG+-W4Pk5AXN3Ope}wxoeF6KmzO+(vXWQ1?(GaMue{-A16GGluEG#cfAD*K6 zt|mQizE-$ROEWwD&&$gSNtY!MqMg&NTc@oQFUkV1<8Qif;0;Ypd*cuj+Lf}!B#4*q zTX7w06@`=e(x;91h=NhA9EWs9;CpGz*7Zog@<#Q&4{go zUk}!57;F%<$M%VKG1&Dzci>Mn!hO4RkFLq}?xJnEUop46xLG9jh4<40qvId?0H4KShq!m) z4)af{DtU&UuG)a(sl(`Ix8A zu%THOUfW1AmwzCCv&Xe5#~Xb%w`xZ|@bz;fL=Ze8QO9x0C|%!M=*AYZ5FpQuSO_#^ zoLnkwWCXgd)1O`#B|+8NBYnq9+Adq$P`u;uYZ-MS za}H=vN;Sx{Qyt>XpgWPm;AKeOClaKuIEw@c93VlWvi|p%=vy0vN^rNvfxvdAHo$hG zvDb)g>Z1(>3F0w?WFSGh3JQUd_cJHZOu7fc%RBFUT|%}+_ceDEm@rcg-9Gg)-cR0- z^NJ*^iSW^cH1%~)d>r9*on|*jFsGsu6%5Yu)sp^5M=I|HI;(e4TGgHCQjYAKp!^>U zc`EYGE~kB&(s(xF`M78k;JfqP^e0k!rNLDNzGVozaFeB_1|8|o6yO~qUEMH7+uL*_ z3}JvhbP(R}(fXZ}#IwLGsbBm`lU{F7p9?_vTijH*5tRGq|Dw#xowCS$}LK3_aT+XlUI%0C_OUEWsnad^F9=u%qg@_rQIP%_5 z=4xluLt~Di1}Il+S_-B)Fbx@Bh4Mg;P;t%N=o)pXJnHvv3c$2xCR{q>qA5+!QzFNm zR})N2a+9M15KjRJR#EuDch4O>JB!)GO0yd3RY53o zgxAa@fk)7@&VBL4HVLcg}qH%^XLI6#|}< z@y*Q+Y_}$hPBAWPxzzlExZtUzp*4-TBZ1Q>!gzMRmzUnCx{r^b4JR|v@f>GdZA51y z6ZoIC41(!>WdzLjjrJr+`)^7&z3%ae@P=9twdy9|U&B0i5TUsiivb#Kq^*6Hc5+KI7e^F{^yrGq1rFjnmpXWZl+GX043uhZ--1Iqxm92x5I-)aMPFo_4qIhJoq3L()%Xjf2s`6bKz6Y! zx0|La58CiTVPX4CaLP)Z?R?)QJn|7fpvXS7zyHo@8`Tv}o}S+*d-}>kQ}UT2h~E~| zJyqf`u`Br0YZEciW8b$t6r#}o;2>!GdUp2;doDO4Htdq)l(WDk9Zs`I5n75cIR z!WMQlMw45Ly~)p|dt&-E$x1nCX%iHM#PI6U@Dp|nJ7k0|Pcz}&<};|8pW8fNm|Qd7 z^NF!NL$d5JRxDdCMbYj`O~~-0TeRf-;qy+{j&xbf$nQ$!@>o8sEu9c-Y%E3n71&;N31pxUR%lW?Y>pmVNSBrcn@EAci;T>fqpPuo#37hKn@^@jl{O>ra3N*u=8mYxspd_L z^OK5-=;zDHE!XJvb;wHhNf1VFz_{l0W@_;ox{`uJ5BO zN-IV)JF2a(KJn_P6OkzH#Wh)(xn?#^g&oeDv*bOMBta1J<#j^wQW2U_wBhR&Chc?JWVWz*DDJe!KiXI6evVU+Z&!I%@3W(?SNOiS zjMMdnEoQ0h-KEhVwT?^*;uNngESkX3>HK6|&`dP+CiDg>rHk(0L7CTLBv!#G7f-Jm zW;p1yZ5wJHQc2^?`0Z)o*l{>(3;UW~COz8Sf=mVQ%?2&VY$w#YLCjwUyI(rfo@?=d zw;?_&sK!|$PWjv$^5p}WC4h-QGfz+B?a;enj7uX{Iv+VQm`}3FX1%nja*hvmy|6aj z@ac1qLf>po@Ygjf`p}a-^Qy+mLD9K{@nQW5Cr0O=#gC)8S~IzXORGtc_z^7<6P)jc4(?Xl9eNss!|Ov?S!O8< zEs_54LG4w4paeDfRBGSGDh$B3-Wybq$g*>B0~qYK`ATae?_c=@+j8psv^MH%STRFO zkWD$vD_m#JGN~Q3v?M{wK1V)}Vw;!v=ET~x)AYA)m&3<=F(vR0>>Oa^iek!n76IF0q*N?CoOx%6S3tt};99MEqR;0|tDgJ%(6ING>lg>qwfWeq>hgO`qy3^6-G@RU+r0d{BVlj|DLsY{Xd(-!)o; zk;GXRDA;G)=(8Bo!5091iOO7-Oh18kbE1Dfe7*=YNh64-=edK)*X#j3o1aqdc&C_L zkkruC1arN*DskkD1UbZo9F)j5tvHb58+Zu`|&-xgfV(PdT@plOhmR=i@d1QDt5Z zwPkVxcB#CEZY-+Nb7K_a|C`czhEYMO@sfHl^%RIV*s<&qwxSkY#%i6n#`;`pMs}g@=B@i5;FVJ^MD^cUU!~nicR~4IcJue+IQS-Vn(xf;+c)VsRq&uCYwoarMcE zb=bI`>QcdM<#yNP>tOtTCUp(6U04`)Xis(m)O-^NvXk$ zp%}nBYW^HLw8+E$rbo=v`GCiP^ZnyvR-V@R?WQzj9LpW&ea_cSbh_aIt!kWlxCat8 zZBOKpEIw13UR2}OXwr@0z6B5TrA75u$k1Vqt=RLO!j8JVA zx8%Q^G$iLvg>TAG?V1_!?!vqbF;~*wH$0vMcC6c2FJklpT~CkYOPzEs`K^K&oN6@j`F= z$QTJS;zQoOcGU3FbD_w624_ryWC#Vx*SySd9T5fbBA4UcJbD6u)$KJB48Q#A;aiEG%ne>+S5MVXc0~PqGyFLB7m6TH@ty4_z*`Tot$+s{$xei!D5viQ zO6GEN9{^gn4U26I&QHBxW@CzTb^Ktd{rwGvEnA0#YieDXD#9^@l8w(sCizqa_#p{D zIAz&&n0H3EVQ|6iYjfV4&+43*uL@b7=g$&XiRYG^`Do+CWk)`_4`Wyh6n`=r&EAGpZ|kAy9AWupuQ#pA4`doYuTj-s*JQIS^k!X=TNm!$s?*G| zn<;$~tmYH5G#QiIl>ii8>C%j|em(Zl@A7nM-Hkwh0UUh`7#FNJ*cFR<66{T4zM8Qb z`yg?7ifX%IqtuX-yY|ei&l2AVMLu3Ah7?~>#uwSnYZiuth1BUgIWJz$-mqWT+}Lvx z0eU%uGJ{bQ=gUM7b}sdKer+xGHaQhg52Z>y)jCzXeI&H6WERsZjM|DeiPv;@oQ>L{ zF~?u&WJ&3&s(t*WzvpKUbH~e!c(p5h>GTRK3c8f}j_@ll%a9CHb`q=HR|j`Q_4v@I zvOO=1j3L2C&0Kzw8y?*|TcVQVN1K(h4JQ6i2vJ`TwYdEx50!=%x#8v5rH0aZ%hxlV zXkYd4r*BL)Uyoe7_ACBvxBf%_Aa#r?B)&b{>e zN{P$7SR5&sd7&6BdI()W@hqNGDu%T;GW!e9P7K%txXZM!2U$(`i*F{cRV6@_#(Feo z8zYD?+|=Y@ivF~^8*QLtr~4&?N*-ID_`%qHXeBB?RRCrBiWXqhQ$F|ia3@M)&vqgR z@au`s3%j#@dLnXSuU_>Izl!?W@#^+r@!R}$uZ*#AqopJCazF}Y>I=782UPUonlkG+ z%bR^sn*048LnUu_PQ^r>6bFTNc}tyb_0@lBS>s}Z`^#Ju6hAw#=y>{NtsUK>hrRFb zc^SKzF~t`h4{TYe2P=tNs^_T!UxJ>eUw;?)35~C*0(u z_bpu<6g%8%>%~+#Mw~jT481+Igo~+{m=02WW}igk+(8%5y{dsl5cC2LlY#P#^T4yQPP>uIeP?-$L>t;m zsfN#BQ#e!`V!)fCrXpTuS|S*5cIpf8PCUq8G$i#m2j2MYX9YOgT><4RQh$*uKNQ zQKhL#85A8s?L!orOpSuE|j>FhW<+4V=FZggSWNxRj0hhL z^Da`a{eGSF&u z4cp!u;S<2-r{?%R?OBrm#aC7Zn3eB*(4B6Sa;Vb3fC47~6X5D3eVQ6q8!aInO6%>^dlGMsnd&AQXk{gqy~dyN7)w38tL)fvq#b8G-(2@ zsEu*Ue%5(M!1dPy=btNf{Et0uvnm$Y%w@b)&X7@_M{BK48N=EBCBzY^A&RZX3y;-0RH)y+B~+9Ic_NDyQAjLz8wV?-o;@e1YH zyO+RzzR=*m@9Un^O4a(|%r;*&8pdk5XahusZOVrc&VWU=A_qZofqz|O{p$q0OP2kf z<&sajf5Qv6%4Gqr0Efy5V9{t8zVXxL3^EM1rF$;#h+OO30$4<}O{_pJI05GM z^3S3VYu8z<05p&gVsH_IfuqLwn?=Gf?I)Wt)GDHWQClkA02aqvYdU zpv-aHU>78BAvp38ui-mq^9YIsG;A)?9ZAD@<up_S)fHTa=ydNK_O~h)N}0!5$1`Q| zSUd6Z#!ecRp-FvELv#>7*`0qv2haet5|S(eVCu%NXyC4we^GIqOM5O|fK-s)t9bQv zyy;Dl&kuu%Tr`_sTT)qfN26?-G+Kbl?q>eTY^QO}1UiF(U^|2KVtt{k}*vm^aw zx|Coy&5M(%XvBK8OtWI^i@S^TJJ=X2)XOH}PVRUfY3jfBi^9b_AF#C_ZJ z@4dZcsT5q>5HXw3=;wWVNx$N!d$-b5cDTUDg^WyuPo?216b1#- zh8wd?EfnjgF;6JgV*Yf$3h$1OkJI+Oe% z*L{S*7=ZovyWG~9eeQmcFqeemfGi?I20ifG5A3s>Kp>~1S`2Rx$PG40JqAQ#CkfI9 zqVCi#tuuSa`M?awR^cPl{nd9dbpz|iw+P^CL`dVWZ4pn)I|h47&48oV(gF}K`J?i7 zhpTrl{gUxU8n!anV}~jLvw6i*^ROtDaA*)yTM{iu#1*6qIOzi32z_?Z>I?(N*ILgm z=IzA?y=sF-uV5TjgHgza!amp)c8UBUs@v*W4t?7SZ@cHw;n(qLoc)$Ju$~?HCl*>u z*U3Ym=7Cd_NyZz$Q%Z^m>bQ#$xSExRNqb(QPC1pa-VY__`IGoKy0@l+cG4S$P-4vp z7J=5UFBe9PRw96;1L-GD>|0d|msfVyp$hv8xS|bM*vU$Go%y^U=8Anz?|@mq=&WSK zQ* z`cR4e8bc1P(x@l(0E&c_J3OXFooHDl!s{R^ZrPC6L9>Oag--0Mc&@MgtBAYH3k}W_H_mE472ht$;SV zC-QzgMPZ;z-GfW&y}r=#Ao(ZrioC?j?KpCTT8hD40TxNJ;3ptwrEp>+Ggs45S?upN z+#B_IMH^dG_9nObgLRks-Ra!ZuS&TSBQh|^npsBBEY^R7B`UX-Q?D?5o&TETg&)GP zlQ;{V|4mxLt`q9Pb*okWTycE%O;M*2XhioNZY_xezU6#$4HX#&;PSSPDF;ulma5gi zQkz2M%s!X0HuOQl$bv3Ei&bS}xM&jOV>duNZB%}b1W_~BJs;K0$)Y33oC1bGurg2X&-C`IbMJ?VJyJaT#B$Ez?}^7E8zJ3Vd)Yz_g8 zBJh;lvoj@cAfI;{0Z(4DUYoULIml0lTC}SJX?SFFZbzYo$ zSS#m7jV z+5=86pS-Xu`lO*--F+z&`q68?JZHUf=Szd_MalH@mk~yJHS!;>My*A09HkwezmL9;R1C>_}L!wLJCL zXVi-4v!<)o#do;6PNxZyjkIR4;W3tYRQ_7c{%2u5YccDR%RJ(gc4JWMPZ1Xgiw80r zLknP1qmPkpj2iJB&MK1WiLW$5>5AWPbY@jq@_7=0WIY{Sv90%`gD~o;LKsnwz&+Hr z@>}SlpJeZV!K%K*II31*PG2&r|3#Kis(d*he}?D>rhx!zr2!WbL=kKP8``y0A*zR| z!0`^t*`eU+qej9}6!DZvlo84@?gSFGb%>+UtSu0`+nW|U-83xIr9jwMk|60gVCE^Z zYyuQ3csK5p=>Gw~o-^};=+_Q@KJvfk^Knzklvl1E(o)IDFhV)0^{4rtyuCyQr%ph< zNxStFlR>-zf{iVBVd5mPU$n7GeGJOYG6)~V-ZpN5gM2U@q!jcStYZG(gOY~OQFOBz z)Sf{)d005fo>l0(AO%*E3e4hOXe2cmKOj`}i`)K;5I}-N8#exXdcJSrM>u^;jeGw4 zCiuUe-|PS7`dMjay%$nj-?Y?bTnSPkCO$>u7|EWZ5lm!LsNYTu!2jU{hVE`pxBT?$ zt~TcI=C$XKM^a}#L*aEPQwcspn}vaFR*!WASQE+xgUO_MyHf@f#)$RKSm` zzZf0hdSjY=}X6y_@C?Wim6j2#vch1VwuD3Hq{fD;BELm`zU&jj?5Dk zH%WoU+CbgFA)c%Jb&*Vy42A8YxWYQZ=@=eh>iD8$=e*1Z`aGQ#bF`ZWR7MWki|=lS zV0|w#;y9XrVnbY_OtnB5*~DvGwNAV#{TtBrVP)bwPCYpW)>EXo4FH9 zIURQ@IWH=A>X|V$c^42LFoR08m+*Z@T}lAeY%hhL?I2q~{kEqA5Q_d*HE+8YM&8}r ze*U;Zk3DDpnT97}6*`QY zCV1cr2OjVvTMy;B)|Q&+X*$*8R@VA-%lCg>Qgw3SyrdR?kKr9CI57hIO0FQLU;YYM zqsBLNH_oS|a^pw<#Lq{P1nJh)Sb=TE29Mh2$qfCb%piavA>ke?crtg!*Ip6^z|EqE{w=5xdU1ovauaLgYnVWnZg2Ru{>{fG1L&zd6DXL@$z z>xQ23On-ufY2RK{VJz<^$PJE|;N9jBr{6T;Pc=TIZ?TSc?ipBuk?!wof?0G+h6ItU zJgW!K*iXnBo}GO@=&QhYw5qEaBeg3gTR968;xxd(W-NvOO*!CU6rgm-rS+)1v4TId zI^=qE`g+sl6ZR7HHYHgUz-S_|kiphI8*`0j4a75!sy>=`(ly*-7V7D%{OQLISzE>2 z!0L3^D2q~k|jZe?PDBJ;RvKGLm%(!{$mC6C7& zS>kV<@*bl<)so#p`#dAlrx5%cM2-5@E{6&tIviyTV2ZdJfb2nTj@n0DcBuO^6v zb2EAA7u?KsSk=MNE8GOc)#sF9&U&hh&=rv01s3Br8V`3!knGDNY}sou`NSVvWDv7E zfY0`MKOYmZtDUnsweXn6T@BBfQ!f&vKYX439do<`jKZV#M#qz?$n_hP`DOjVC+v`( zv-EN)AMCo;EmyOSLyaN7eDRBLSzC-LCLOT7Q(1yz3E#gl81Yc^1||NXwq6+VJ}fbS zPMI_C4GyM`gGHC?(2PwW_zzQ;kNY2@Nz_n!;IHkp^c~9~*g@+(A|_@BK$Xw=!xv&) zhzw#J8}eV{>fEQ`?>jL`7Y9j@&buQc8JA=*c=bAH(YnKCf~v!hD`H0R#QX500c!mE zhPrG6^MK5YNxH3}Uk@(K7HYBZ;^M===`bK%8E&iyWLf*U-6s>J`0?H0_^T|e+Eo>+ z5ClB1*X(0b4LV%mwtM|EsI#%uAGV7>;M@kgm`pp=bhHMDEz|)`+_E_4N*t=4{e0F} zpYi9&abh1OihXm;^=qTJZYQw??Ln(}4h z@4X&?rPVIs+TBNA?ni)lzjUnn!d~Ap4;pM zhS6W39J>?FpC}_+hWwSTzGroNki4owd)s%fOCV*B1EBP`>h~9QpDoaGr1FS}${l~V zmZ*N)`pY-#Tmkq^A89CXXqWzCfS~T&c1$IraWS}J`69=@5ysdt`8n?3z0Pxm8{8SM z8SL4pyHC5FO&qUuo+^75?t}(X=s@r`n_`kW0d4|moB! zuIk%RiolMvvZQc-a(Xh?!%p*~=u0eBU{};qmtn}ukgjH)MU&gu+&RN(>RVpyi)Kbs z$MI&v^AO8V92zgBczADbDRZHtxUptqBD%`Mxw_x?p4tDb$tYKi$@>;ccpND6#~A%2 ziwuU2(}7B$U2CA{(7tA%Z2Jc45my<5j?}wInVZ{FOv*p5XIR|opmRB;pNlQIR%Ke8 z#q1VLP`g(ibTn2+WP~ndQ1GDIVT_(T%oc4DtOF$`2_!MG z-VK@vWf1QDQ_#he0eV4SMVq|f{-00tw- ze~wvXKOsQ%=J}Ea3HvZZyeUw04dnHC&A}4H*5lGv_^YO4kkrWo{j;J`2vIJ;n=YcW>Wq<4^V> zK}`61?;=kZeld9+f=c;hbK*28?uhZ2DV>fw%fJ#XHGfli3g>t_FH0Xo!2BCb^!!B} zK+tWJGb{Pg+f&g`kVlU^j3nN_sQ$b!i@BRk9h>%e zTr2BuTIMGI+O~s^H-k$5)muIRFozrPP<77))%$!7`1hmxS^gT98BFT z6Tu&3bf@|`5yy2$mvW%dxfI0czQT8Av&|=rtqa_#p1MNfo~2+L@h`lARY!mTfe~Jn z+$3JH^yZkS41QKxT|M+PRX<`mUgT#XlpmSIQ%P}UgiDZo&EX$~!qAk{Md2R!GT6^$ z93Nt|Fw$rxNit^OBD|^b@;(p_b0PkyXb9U>LL?uSsrH_Yb_~00b60Iy*`8`_&|Upq zcZZzW>qTvXxO_%6Y%d|}EE!k^QL;*%vm!$=DqQ2%ZN@vvMIIAzb1CK zLzl9_+g-zwveoQGLaIh-MJ$7%wUkhhIqo(*#v2X#DB6~i%pBkGl$ZgqRU9GCH0~D(0pnVx*9PwWzGiJ^%Drt!o_@ZKaHM%`2%~{7 z&iOl%ATBc}cZ?J7S-`QW!~y1{tM8I({MVS-yeA-%8oBFpoeRp`xH%_QZ@-ol<2a^! zW@epNwpK0ZKM+Mx_>rhUwDKmD>yH0iF%o|luus*RE#NBtr0{Af_WW3L%;*_sH9>gw z1dABgQit3AKER{sIFa@uL3>@(!Pp6b6=m*n^qCqNjB{u`rD}vowJ!fn=+X2W>0*}8 zC2uO}n-&9^eg>kHF^+=&VLy-(Rg+WC48oZTh^3tqnjSAbXZ}I!N)Sab-*1Y2^pid^ zSpoeawU?YHmjJWZ$s`C5z7e);2NpVuFtIs8`>hAJzv-=NoY|3Wp>WwE8a^uozVS}N zP536P0%$8Gdi#Lus&q;`ycMwRJMw7+1@yE48OQs@FYl);m98V*1+uBrXVL^5UOAj` zr<|mhsxq2r&ZYY#&O*5WCS20ts2#I0_p5-s;-n|cflhBYnGe}`fRh-VIZT8Sd&O^$ z4dH@3r=^PWNP!vhOQwe8F_|YO)Oi=?`G0MFR?2z&Q1xX>WHzO+wu@?ix4|F5;=qwk zZq_;y#HeTtbLI&MgB5YRquIJK3kZk$Ie|gjBHM(hR?D~`ntXAuTzqH^V4(BOX}tGK z2^F-!A^8%9wK?-tOb7Qn#-}0B#Duq1^i05yyMKVKFk+0u&PEW2W=x}1Z%&E%Qd&#p`gA1Fsmf)U8;}udb= zYSYZRT2)M}YK#n|ufkQneKGKI?A)e)QG1nph^^u>bYF}Rg>#3j7hp2qL} zS`NoE%R>F-;}jORv@db_?`*b9VJeaP^ib~xF%G=;gsH}Th7!BncbxCyeS-q%Dg4;? zRNxeN_4bj@O$buTLEBQ3&a4@(aCDq2X4avhYn9D-NDzPW8+o$fLG&f6(*+ zBKZk7^dW}YVN-Mv-$eA>5R?Ob6G6rc?uC#Bm=;r1@k0$aqsm<3bKdicc|J~7A>2jw z)?aC7M<42hVz!4OyGod%gS%cIs}QLA=ByrpEg(@n;0|#d+?rRBN$(2cE|7m7P=V9s~DnWY%=t+|<+wzqTbT_=IMAqFq}8F)$%AJF=wiHWk(pbuDCghvYL zQf7|yfy!pktmpihNDycEiSfbyIkyuMq%{WC7AV@q=as4VUJ%ofYQv66-P&@HEA*4;K}lK@J+W$KC^cBM5& zKy#>w*cU*Vwyau@a9&Fb6Vgz)tqQx(GV>)hAe*=>u z6Ci&gUw7;9{Q$cq{oNro2^V+%THg$bd-P|_fIOrN?-y_pK;ydS&wp~&cstCc=5t}A z+*uE~3PN3_Q}4$cBMGYWQ57??Ga{w*^?b#aT}oNDL`5ru=kq?FQ`>JP+@Yy|+OOe7 zKJ=w3W(IC#0*eU{zzVAof8cHGrO5aPuP1E1VQmt4N<62h14c0v0{$O48j~puwsGTV z-AyPR;0o@5+ed6QhO+;95ZOPWc5^`h?_XLSel*G&C^Kp3-ptffSFy+AoqabpEb9g< z?`|eNE#9pVWEqKl+yVnrgFkY{rrTH=IwQdC$EC=Ya}}_tCwTR*CO0}+)){I8$-xSXW|>fq8nOcK>tj^ zrZLUU?7Ima3;SVXNU-`$AXd!84VNj}?@P?5y)fAmb2gSXRqqA!BMGvJ`3d1p4`w@{ zW0_kCl@X&|Lrbl7Ze1B`vS8xom8WjFU&++5JoFn;|K`AKA?w-Gxs+0q;nm}`7XDGxzK|NN$Ao+7Wu z`EPw3xE8t6(u1 zo_SuIGJRVh2m}lTglNQOHDMtZUqvxaF1qzazoatP|7frVCMu$kC=isACDR6soYZzs z;aauzW6J^QEa-m;A&niS+JIdVhna(=Tf`tcvdR#DRZxpAix%A(3+(xB!`vqo=$h~T zk$xvIvDyOO(s;~#6WBOt+@~m>4^mi}FV2ec;}X4SrY?#!aexe z24QCn@(27j$83&KfPoUY_10QU)W!a~qVnU$Prw;<5zqrtBJjN}Wp4C8xz)cMD`j(v zWnxD`-njki$!;GvPQmKgTCS|)k*Or(xV1ysL*pOcX}psJNB$UEg8;`5kldF>YylC& z?()L-a@&raIR@zp@S&dYkN}teOCLebE zS_PY)Y^R-p^q1DdNtUgo?-PrM(;@CBzbRXWlS-|oRqUNZmeW;ZWw=Z~%+miFnHo3F zU`Bm0wg1NOr0fmPUEeKLYPbr5-=FPwZz)b)%ar#;WLx=S6%i)lpG!Qwfw0y^OF+r^ z9>IhOcIBz9a3+k{7AQ@9EiwyjVz~cX6aP^HtkO-s1opyrb!6yIslicw{tQNTuwLCO z~tU5`h6!Zy9YX$ev;i6>D02}u;Y)AZjk=*F|p}m65hncLlnQ1l7 zJQC!39RUFwCtSDg(Edyq zL(i8-(&vh8w346jn?Ai-+O_z+g1(b$mAu~$lRArc!+G7Wj9t(eiJlvji<~fc`AVt_ z1yBQK2YsPZ-Zcn13wm~uVEtHJ0$k#2o*)a_fCzk^Zj(>Ak&L*>Cr& z<#hD@uw_xwHDJgT*p_`|J|4u6$K`C8p@YcQs6P|-8yr3Su!lMIgOyqvfVEjA(!n(8p3~;mKp3mRO~#+ zq%%Xgk%<6UdX9C}nE#_ejK@SwY0l`dMi;;4J6`Cj+G9WV0|Ym|$Y1P})ZNytqua4# zzOzT}n^MQ|Rw}c1G%y6O+==zeJ{uD8i>9x<0=GU~+32F2uG_R2Tw>QeI7NP+BPguu z7R7#at~UE0q`h}EoNwDUI*3RJ6B50QgdjwV9%V>^hzKHjiwL4e?`|Oo(S-@3MUOHO zMrZWS=)L#O=w(dyo!|35-}k)lxAtCpul>hujaf5mU2gYvo#%NR$9bGeM`g&RLX#Ax z{v)rXewk$32Pbcqp3~k19(wIa5$%o+)RL*3nmM@ePoTEtCKM&!g_H}*>`a4)z!6e0 zh^}x!CoSY|xB@lheFiu7wr6jT&d=3KY)F%;z&q$*J{_% zZM$xLsP*CD)(uA&(~d$+5MtJ9FSnfC4waD6=99BRa=`9Oos12WT5J^k1YpjAwMrh& zd4=>6&8m{Ogj4nG1}A3HBy(;1d7$Lhi|d?mv}ux9p=x8LZY2>%zbULPZ{rb+81E*8 z0a~R)HZJ6UAa85SE62m}FMeJ)4T?)S!{c-d@-$x0rA2Ht(Lb=es}sT_W=k9MOPgQ; zdB&y3e+eeB{e^~?A6P){A|~($2&F?W8HV#3-3~!|=Jn9O>q!O+T)+YjNXXFm1BvoR z2Or$FOx=fm!Q##Rc>CpVLttR84f(H&K;!@TPAceRJiIcnR%6gPPlk*yJPzM8|VN0YnrOY-rI<0n@H%Q?P3Vc^`d9r00^b z06(J)7bGt9Z0N`1|t>mqIz`LYn>4=x=Y$4Gwv6Y*=yXuK)g- z$c6ZA-&KA?fo>;RMNwJQ}pmVdJ7XmL8(6w4|F0P(1hVYwcY_( z$q$daYpCEm_gVt;`PlcH+OIWC%?gsNfA^(s{R8xLjojM!sgBsA(aNSEvYR0 z{!(1Pw$0*&-ig3C(l7@moGO3C_nwz|wf@DXt&nO(U2TF1sysX^USaL$RV8GSu(C2b z98_H84D&C#^c950ho#WmeA!-s=ak?~-8Dr)Z1COv3g%eh7J_K4Va?)pk{)(nagYTf z21}Z5^noz=Xy)KYkZJ#`5QVV+uZk4&sjtl*3ku`}8ow~97jE3;s@J4_1|b@#3qS~R z65fgxDuV(4QV&F(W@X9e;{>r+sLE!!`-|d=V;J~npcp$i19sPsMXGeb?%rNX`fv8S zii1K6PWo>@^TIA4hk0Rp<-LL|#M4nDxa-0e?3-937FZn8eAh)WY&VyNd+mPugdIr`k zd34m4A4{C03mDmB+qBUGGK?>6sDXhTWy|p>(Xnr$?oy7j#;4St@*m)|hp?OOkqyc@ z?yhiAw<--Oqqk`>%#qOtH=*5Xm$K5iL>-5d(D0d?gY(K#I(7ar{F*4FY4}X>RYQvKvypS#; zKXc6ZTZzPSQvN$IdHiliLSK)|e;f)i2^Ia+*q`^gXyB7WCjgFv5j18(LZ?=}YKZ_^2wAL#=)Cl1)HbLBsB4mn{ z<-P&Dh}W45TuGFV;2Qczu+_ny;{P$r=jOTp@&4?~---Jh>bGyEyE%=KDoa1^QvcLr z>P9^Dd{ViA)rF+!A=F55)kqa9)Ev91S87B(;P#A0t>g-P(+qR{&3_j>60bgl zF_k-N%S1#x68~B8c|a?N^p(1ip7q9ww0S5O^4V!DM&=>Vo^A<}h3jD6XT4Np48rOm zB%$6CuA-URG_FOeZ;*6~oY*Pr+*2?!yc?Kv3FP3v#1wn$o2FiI*HBj@P!>;j-R-vO z!X+L2AH)mZ>n$8o}gmi5iR~tvT)bPfpj5i{!ijY})4)>fDfLT5mB}Kww z<642`bg7hS>$0lK(B1+4gd`jFJFYT~HTlm{4E0<3H?*1c*6EEymB<{(Rw&g8AYcC;+3LstPsGt=tv%Si7tl3X0vFv{C84(SBjx(} zD10eC#W?<_n}uX>HW%ShY$zJWB%fnYAFrPAJhVxIxOl4XYT)gbM2?H!>E{ADeX+R( z%t zI1ge}vzxMzaCc`>I`i|Gv=q09>HKn}@URS>RiD*p6*^GLG7NkQp1ltUX^p3jh5qs;Anj9byv1?d0zjT5B-c z^apZACA@n9!tEIhRiNETj}(Xk+>-?9FOW`SLan>3q)>oKMluNRPqyJB^dN^-U{NiB zq&ejVTYl|}LHW;R{xYhT$iHt+;h(1hWZ&0PxFY z%ROnqr!GZcPqyn8MT<5csF9t4`4!p+i&>h?g)8hER}weJ2pka#izv^BXCe}_vkDE& zQg^Ph?Mfzh`_@1&HvFVTYX(N)F;NGO7=`wM)#i@I)196pD+%VRkOHdXx1G6zf?Y zYKEUN=N(FncMt35BkLZ$87%<)j*dZ3sjRYCiqX_dv!N!uUMJW|?;8MtzTxTiz2bh? z!m`GxAUI}c{kv|0$6LDO1Ezy`3COvf)RK0U8VLxWmhj_x;K$(ZN9F$`syj9V>AoEN zH2fI#S2OX?Lmw+vBY>E@L1+&2dK>LAuLhzru_uAb`di6!8FIx(Z)@mYRX71_0JI*s=>qF&4JD#i1bA87p9Kfhc;HQTnzBY&YPbN(R*3wmFw=*JW>^yc~G;N zy`lbHfj;C~VMl#03AdmjZA6Vn)+w2C(5_m9%&B zeWPa)%Hnq8qVmV=ieKLXzY^0g=CUr*M3RwRcY=L?T2q ze`?Ctwzv*h+rU-ak zG%|wcN+Y;gK4tWxE}*!BsTqs&NdD|8my>lvozI;HW%|PIx+KFw4WfDG&A>Ym}4myq=1R-WSPe8d+bA;~B~?I6LT(LDawq=mD>gMO1l=N0N<0 zo~ym=RTZ$;{U++|FS$%vrI@!YYLB)to$ySu%bhP!k zrQPUS?-_3TeZXW25Ur=6lOIV+1Qxh`5ajJ(bzw@0gOAsQGiaL}bd;u=M2A*q1MM>W zZD)y)h%R;gFhxEZi%v@#j zw;SW@VJ`VqQA97l5`1j?k6M#EncC~6;xKT2*p%@+XDI==DQ}}LOP6S4R~4IQrzT+M zc@RoHS&#%fBLfkO`hP9)pCkd1@`ErHAo_9|ve>q#nf1xl^Ic+mUT*hW6zZ|BjVY&} z(nY7hqm^Re-7i7AO%tn=rP%{Gr7XSLCJ^Ffd866R6Gidpoh!x{HQ=7#IO;k2SxTfp zXG-q&g!Ev0mwc==1FYF?aYwSS{mXOy;da6-?z7 zqP)GGERK@-WS-aYA`!}y;&#lmKM=CbP&=zd-AU;QLsTiRquXKYsmZzs|_cQj#cBUp3 zS>HHHCJrLGv6qLgMlyqZr?FenO>95PC3NYFw;UpSlQ=(n>n~nsVCIAJ2zz|R$dE|j4+gv$ymb%sgn%qdr)Hq8_&F0k-CD99v1f>TJj@qYc5mVZ_Q9vCl9^gW zEEO2lCq`c!epqVT=q;+0#6@bk-%iC)FH*fPck|^Mp6eg9iGSGjz@hcon>-GPu|srZ z4rsH5qHa1BYvcK8Gw7l~xk0q7D0RKIHfa*QZrB3x$Z0{J1%N4x{bfuoUkxz0FpC58 z@$GVahY>=S*c^18rH4zvTLtj%~(Mz(oGeM8O z2iC+_f99sYCf1~bI0J-!G@(3QAb@AO3EQhh&y!q;L>^nhnAI4_S{H`|LTpPAHT zh-ct!P1`4GB?AQoNnqlwt|0f2bqDaH4FaKkozAIIUi& zWmKt}Wr@ttX}D6YO4-8j^E+&}y=j9aSFaokEYu>y7rp@U1Gdiwd5f+rY^Xiyp4XKl z!|?=3dq_F28;$M-H_;d|oqA<=*by06sVRCn+&7@%OZUIL%>->e5hj?@pKP+WrLL_} zx-H21Y*8*ylL$gEM(_$mp1eT=EKsi84F(6h)C;{jKO`9F%#F_yfo2lak#yVzZMyYB9yBo?3{7yizf4`puhN z_4YjnK^gDV0|8A;(W6_3hirrStFx3=XnHB>1s^?YGM~q*&#gOB#)+#8kTC{dFVcR8 zS1g99k(9aXHTv*0GVmokr`y>+VD(p{kaY={eSI(+Wvy4|h`LP2DP{L8S=TY6qDOyb zU%26(*x@zT>PS!f=V$4xDA%(k4!0j0v4wiyjymUwz&GDG?tys9BTTjkByO9If43Hb zzWM{{E#qOB4R>hE7u!b^KLVwFJkVw%?&3Ync-hFuiO_z_&J2FG(@&&EZb2H}6tCdbA>#-|kftVJ4q1-o&sQo7Pj}AeB1mrvp3jkxjMc17r3H z1ss;EY~(y1wr2!muIDkTsah{<7omZ67iTbI|8!OEW0(B=ktBm+{Obt=491Wa$7tcr z2tsuVyLj|0xCPpbf{i@(?D6tsXi#bZT+%XoGCP}~17J_uG4LfbeVp+RQm!9WP^N!W zgqX0@eJ(u!L25)O3oubsgM=(Jw5+`Hb*Nj!V=rQpVhsM1^)OFw9gogV$>0$&kzjjY z@s8V#$SzCVW?A1ZSXLbJFitllzSsO7xof&|=>#f8zl$|~PJwUxEYj~gU@newuw>c- zWqIoCi36_@=tv^v8rL&!xkD#vW>Di zW#aOeLZ@DRBo_0@tnVk7Xu1W3eE027F!oI!PqmExGqorxs#I~pD@=>w$APsbS!VS+ zuZzVY?-E-+Gb^h<6u2BXh_q|MT?{Adt-gCp3>Vs;eO_W}du;tC(|fzi=RHAHDlQzOl%d|vkP}m(^54cy72SgB@ACs@s-2eW$TCnCN?-{v3_S}oqdc{VDq`)C#iqSPOO=a9Z~ROq+^!@+co`4;t})oTP?f_GY>R%2faD5JTPOAC` z;uiy8MV3=8PE8n5EU`gKP0CYDRWd(@3Y zVQ<}o-Dw%sY!ELK{Re_IMig4P!|VIs|3plD)}Z|t@KNmD)k!H znsO)p_`P|I#LE@#fj7Yzr-10)9{JZxi$`fU;3eGRoPAuv+@5(?tj78`JD?8w zYcEb#k!hp%7NNv)$ktKUbd#a4K0E$ul49s|@PQ*D`OiGUh@fCYFRNK}!aSF;XRzyM z0!c5C?cDjIJ;@AEOL(zRluAn@Dn?5(qCkn9AHw_lNuGCO!4U}z<(D2kAdbRtFu#Ci z*c@Xp3<(kyhu&a<<<}|h7g@Jn_eisBJZVW>VDG-}-;ph(a_0}kOc7#H_W^!KmT{J> zbhgwQLAzC{uk$OXe>QT7@c^lhOp>~X?RvS_n=F#QrVZRGjitZw#A$50JJq1rZ%|NMv}R*svI0-H z-$7OaC-vej?r~+wi>VP+zp85yTMSoJ_sa%YBg-f~+b}s_ z6cr&N9}$QE`?C<-yFn?r3&w!f#b2vTRq;a?qqkg-?-6&9c!%U4YsT&intOwK+t-gg=&Rm%D5^ zK9a`F8&KclE^&U5Uaox()Bcp9$lurm3(-zOvwH#|=k_NadZPi}cdX~7g}NBc>b?>= zh%>96XkSL39~H%i@|4|Fi+tcJV^8@x?{n_Puv;vcFyz)F&JDr#(%n$4=oxqO2?;U? zKXsi39>hYzo$Hvx-o=*{WPIC<v2#$56%V75tbC5L!wamyy_X>L~2Z_(RfuB_!El}icniAfWdw8!d8B9jXA z!6(`dY*=<*)J6*R0KE8+%fzL5-}l&Ft*v}cfCp1Uo$&`^Wu3?VCCSU+`PrK4UL+

#(nm)4#jtPg6i!0Vw6u*C25 z2SNx&=s;_2c$U%G%-yQTmCqzK?i3>(xhTu{6*2#s zkTq5yi-nL{B(^@7f#dzA*v*D4gM!~bg`*#(amKTo5|&6YZ8&#CQC7TAV)4su+ZQJ2 zM|`X%G%a6HBOJK`XeZ-TPBWl>ErsD(sgo!#)HKtTsNBkW^EOUSR)SHI=-Gar6=Vn_ zdOpJ$KmoZIDnZlJqV@)O`e|8afzyr!^o>m#ExgoTv#2N{;688JTxTV{4b7Xe_V#u* zc%YY!BYQu4afSQz6Q29+tcQ0&iE8}*A4qZOjm4ger`3Ru1Ip==XQ+mF1w`O#_f}I= zg)T&AB{uN|riW?Qarz6%@P-+dRGp!On%uoS2A_3O3taHhL;fpz zGV#r4w)fw56Ku7Nx()FP9miP)eN5+GZ5Mk*dpLF5_L5ASM>KFToO9j<5zdOuT5@=D zML}AI9$=;tSGxAC$(A#&eR8uS4f;b$67c!y?%R3t>X$Xyc*e9yiG^UNr+j3@o^!@+y`EeJ5~@|I=g5?|OjO4sye5GojWk8MXO_#EijAigYaa#W;TXSJ2t z?RYlF)h^X#v-5UI%+1qLKH^eX4Fq5 zR)P*rl)HU|)C-XwEhY7kU#L!5q41f)BhEvjzEOKDtl7M?{ryNJKGqps%QI|xcwVlW z?IZ7D9-Dz#04Vj>jx#@hoEFY+*Mxag9Ii<#ofLV?YhRm?tfkysrlVWPm(U#ePAi-m zvwkqv4u-HuRn*X`fxHL%7fL|NZoHh`%dGg6;XE;|q$EJ~cTn$$Ak)pXr|M&*DLK&K zV==edo`bO2izhMMOh0MMGf<`L@1npCmLc~$e`Rh4;1SF|i`53>(`6)n@(g{50jAsL zM^Hy(7d{U=m86dEXk&LeQ4}WFq)m*A zNU5x@4q|yoRB`2!M8jbFq?!5dERRizp{O`_wf2D&J}${(Z`J{tyK$rWa`_{0Y>KDu zA9q)LQrw_?JFfoX0JnrEiELLRNj(j2(e`Bp-LHD?pp>5YKWuZo1}T5}={SExPcck{ zk>?G(8X!K@!A9~4X5WYFUe+f|| zVI*nt3VC@kt@0$cJ)CS6%MNg_y7X|&HqG!Cmn4T(dDrPz`ce#x*(pe0U!16osX16c zMO?}>UdndA5>{zr7ihVoLd;WbkxJ3Oph)-+)C4^90vT(Bkk2MA3>Z? z#017COAqSW5%e~n8t5C^fGj6%&u&j-5Z}i}gEW=(%>yLc zkf`@slp|Glf#53uPO}UfN)Qt};YziZ5g0rCxDbTr>->X^+3)|leF1*j!{dI6! zZhtTWJ{d2J?(Ok~oBCvp1LI}i3uxx!$UHdV+;MaSsxKmNAD&^d!QnX!+F>{m>f^)^ zqHL;_K2rguDX)Mbmc?0C$m^QDvB5*jot$sAjobCcRS)Z7NIjp(;5$R5&-mD)T0S)V zR^=Xh3qmUTDfhsP&36+|07B`Zf0M|&mq;8~iarr0@JF1t1p`y^&O!R#b9NH2J(}%9 zc$~AIYq?n-q`2d^@!1Lv)--~wV$XdgudP7G-NZU7nS1(@UMao>huAERczp>~m!&QE zZ=sRg)~Rr8>RAX;7guNTn8DF%v=$mwqW~;-s^UnjAe)Ywex{Tw|z@gnfp& z#!LUpwt^%3vxLS~Cn^FqPLw6(sq|}0C(-_jZaML#@C=-ab*%3gEY`6q7mx0geEdoCFKwO8kF^Q_%RG^gUx^7FZuEEB{>FjZc{yR!o za@kz&R<$SB`7reK1)d)#XIRDjsZ8`0;g$Gk4=zPy@|{imCKSkm_<*LndPc$a$Kl%Q zsNbJg$sM@UY+UK3QcaBcPwf|25cB+@cy26xkoBhiNVUGnRa)P(;i2TQ`iY!ksR*9J z0kCbOQ2%w+h1(Zz1wHLMnfi`{&+wJe=dgx+&Uw|qQu9;Hf;7!eE8_+4BgxE<{A{|u z%Z+!7ue|wws~3>$BOb>~o^~~B)FK1DABMJgvfI0HUxY#6A|f!{T^NIuWp80#kBKe! zemU*qD<*4iKU=^xkw3P#=TRS7%Y(#C6$oc_>AL@2SZ5fv2yZq zMi4*m>!KMkDrF0|G-T#sGVEoa^H}L6cQ23fvmhF-AR3aP6V9O&l@G==e;_O1zOh9g zKR*Q9?@b6z*$+VbGc9AR8+u+E58{EKIR!9?j>VS%II^7!uhF!>4j!@5ru6r%J1C$7U6Y4NHrPWrnPap`MhfNjy_WuQN^ExT!4nDRk1o++e?wJKgDHtp7_m!^CO%UYjO%^q70C zWc|2*j6Ju@aVLPhGE44ivHd@;+OILSmuLTi+6SMv? zM)N-HN@?UtrlVuGZ_Ym5?Q%qeA^|70&Uy4?p6tv=AfYg{b@;S81U-%~MF{W`FaWPb zlJ#bv4&Y+Z5Js!NRifdh0&U{Zdm&?g4PPZ9F zqNkEs)EQCD1Cx*Y#R%6FuqJlqo1||b=VcDz@YKt$6P0AiVqz|4_^>&e|1zRS<9r|AuOk0$7 z;V@a<%S=}pBwWOH;hq@>>#(Qb=5|dL_`Aia$%lt%w0;{*wHG(hbqQ{(CcfXE_sDj6 z)<PPHRlmYlGhMPTj@Z?^Y1#5~Q;Db&Bdw2SX%o9Nxr)n+;xY@V9_x+%s_M&Y# z5`2b6MFz**`N+kZ1;MKLp2=sEH-bx-J(=;CS03y7o?3CX8Dsade$H#hn+{J_${e}= zQ}*27&@+rj+LfL3ofY#0lT{$a!MQ{mR?RmRZSARRc*?k1n%ox zfTwkjQQ2U+|3kX#^g(pLw%28uMuY5y3l+%nSQ{tCqADg)4q>Y--x(rCII$d6gU>Sc zS|Snsit;$1wV0QRj(4I>rF37ut7wm@I4W$;X~(+nun>?I?z-~vgYoXOnZg-AK0io3 z9d)O5>b~eY`WWP{6c{!(zmCF}YzKjD1U^idV7Pw-GlS$-wqnBkyIWd&*1-XfPK%@y@(T!VX-U+jmG@ zEH#dt0VsbDnxIl9wX|O>f4Zg}&v|hMngL^u6+hcQtmW)JBV;>eROFD;9KU0z{8LtEjHmmgBtJ^|<}dAL3`!gU72%=4q=%nc*D zC)-`783Zv3lG;(Hn=MYD4ZRkga__dyU8*f>;2TqbWJC_2&JcFcceEaA(F|qj%HKeM z>kiv>KK~wmJ7&_+Ows1^&;>TtPBQTb8Hgq?tRcxbi~W?OSEYWO*Ct6~%nLnHbecLC zgAf$Y*%ME=^E}oUU$Rab|8U}Fr(~ImUCa1RG5bm>vNd&o5j-2=$9mvx{U^W!|3rAd zNBY&uUKbLDeDg|$D^HlBD>|#9{jVVtU26IDPN^5$Q9fMKy#cP1kBcSWz09VS{_di+ zJDU1UdoV5ux%LPMan?`f)cB-q{h`8STGd=*ETCPOAe!^D@a}E*n;Yi_Gq$B0pDco& z)R^hGzHt}Hn@66}ZUb|`IX!@k!^zt&AOpo7l?T1r*Bm@zMN&7v%Z=j6zkV}dAKirt zPTvttJcrIr54Y?#CetizcvvLhE(e}3e_QZ?bVwZ%`bqx$s}{TDKIz3$AF>#UdZdba z&es?DSE@ik&O-U0R@DYWLkM-J`yk!`*v`Rs85%mKfWa04dvXD?o4@-=w83-x{|^yR z07xa_?QY>fm$WR;9uG0x6z3TzAA7zdrM@u9Pd>SAqvE+JSP$Kp2>{>cdm%On76mc^ zQebl)aDD_E0v)L09}$OC)gs=nMI(9d91_+v%44C;UaRhLcYc4ug>F54=JW8XZt*NE zD*usKu!t(76>O4Wswm!K=a>&(6#)DOcc@UTQI@5py{R=bssN-;!??NXK?8#`<)(8f zJ(e%FW=swRp?=-{OTn>3PVe?TE(P_R|I5+-wl?`9Ce#!9@$Gwapv)@M?170%g+mlr zG(y%#Q{1omi5x{TyW7i-77D9qXwXaqjy<`da^sVLD_7>PR~ai;903JE40W$NV$nFD zM!Jp*`7+NLz2DhJk+vAtapG{u9{K!iQFj=H4Dpp5FxKI*=E!0fjW75W72P}#N35t# z@Z})o8Jm>DF6h5UInPYim57%R`I6PZ>(VTHp&;H?LX!rCSDfZyVGG1fDDw$c#3AD%jfSj2U6x!eSL1dFQ{?0HmYe?kd^4H(x+Et0KdVjisb4!)x#9pEf zmupLD;@9nMZ+vK=n*bHHnu=*eA7Ay6#N+Pl(ZuC|)|W#fsuYSeRVxY!ySA9bPtWI{ zK~H4VY9W}bwa>w3=Yk7EGR5K{iy@oCd`7SJ6OU1W$sbA_ri+#30`wBBw^Fi8xzY&1 z`2$el)ABzM0pP+Ge8RM|M(-@9lFqs(ZNc8g&%jI0l5i^~$&(IYM3;kxK9K)Ix1|~i zEUAs4HyeRVn&Dfg#u>PXFoaYNAp?MsAqQnQ>29EIcNf&{E+U^4{6aTGrmtC~?msNV z^Y;_q*3v#6#l41&8(V-7a5ZR3IXwsq)?1Tu(gN4@cWr+!(s;eN>XlwtM22kT&^qug`=wV6)WkCR(i<7Wmd`7#21}P`Hj3(oK z{s~Z01F~mAIt;s?0}oX#tx_x4?V^Ku15!v#)GbdEw+p{2jL^o6Ci^|5bCFob81#`i z$vfU(*sRbg91gYUqY6IiF$`{{c|nqNqd)Zx9ROdKrP=z=f<@~pB3Dl}uXp_sU=l!C zu~;F!vD{jawpDJpeYrT`C;Tq@?&ARg%_EWEJR?QtH8v6}i`ZE>{%5=-SyI~ppF!@) z=9z2uhHJk*I~moYfaIp*1vO7IQe+k^k7n) zV28l-(Sl@qybe&0&Vsz3q#F4Zqjc|fj2HIRkQN%d3cYkPUVhbw_y{Gq1&q3c(@*>V z@YfBgCmQjSNM&{pxFCCM7I-{kXfEzBtcVqxgRaQCzxXh{QI)A@7G)mqMtOyVAj0e7 zhQ%a(;V!*<)F#8wXxa+(<@9gZPQ<53-<-`*^xns(GeVUyYAo``(uISEk6G~d7b{1z=%MYt`dapfl#dL*2W-={a8}>FR z=7|>o<;I3gaxDED8Nhj>=0FjLWD!Th`HnE8Dr-vUadGR#H<_0t%;Zn(Ev1iJ<3gL$ zAgVbi8GI|FzUI3roeFx+u^~4Zw$j1vyP@#e-kan<-8CXs{6wkWl=$rzx7Ng)emvr+ z+*WLP;uf8q9^FwNg`_`b-uUX8i2l4pH3g5e{qC=D8>p(qqk%%_D%VJhZ2le7X%30# zN>e;IdeEs3ii*(B+hH=BC%rZ4>IkTgR5L6~(f)z(&mLnyJxx)OAL+6P=8VyK_AdmM zLGI#nRmC0C3=d7D2q~23NOq#h^C0A7EB9%q6BM^#^3?^Q!NiCxv&=DNpWNvu*48(> zx`YBXaVmhj>X$n44ZY>vV_Lrls~-365wCvL(}iy)nl97fIaZkw^aZx?#yaWKet;z( zX($pAcKv-qU%?yL*&>av{Yj+pF4NoE(MB2KKB-$~OYe_O%uGV;vd*#*{}691Lj?0} z^KyHmLC6}5#mSJJoxAU%3(_6fXgsK$*kTWufO1wQhoM8{lRdy+ig*!5qGJt?&y%HD z?QVVDJo_N51{?uE?rJ2u*9Oi8yjj;LGky$5c>w7Bnx5)++834dy;Cl`ivHe$U>)K1 z>47t}%%^0l&SDpbj->x>Lu}eqBKP6G3Z0e zx^xX8Kt;#~tm0G`?I}(rx6qU4!DIMgbjM|PjNN4TtiwyeN>8xATkbC)|Iei;h1Him zP`#^2b)%%Ro@i<`(HbvSH(CUy3{oOY)$b%icI_Xc6inHfPuyv4OpX(cIANMio1@q}gktC?AY7F%o5ofusMZXoxB zqo$+<4#SCL>;}k(s=QrusDvV}!FQu$PYI!g9_9gNi}n!=2?4K0#dOv$ZtOq%na8p{ zHc3T%W0f3}wiLldREUji?a^o!o861_hNCJhzI|(1Xng@K&4r6{`2A*3j)Ntu7R z8fx-!+fW1|Dn7t9BHsT>m_YOO-&u;cH~x2aL>QXxP-qDzV0Md`AIWWp1t9!prk~(s z&lL6U%)PTrsDU$OW{6-^-2gbomwUtewq1*S4;^SORc`~#Y|Ub47b+d$s+u0|aDS{U zp+P|#bTgkJucc}B&z84`f*5vf?=GA9y z8d{2qD=5r;1jFBx*|~+^Wh8 zha>Fghc`~Gn@T3E1fP{i4?d?Bn7#j$*=ZxYD#Y8&20pCUIlFrky=ZXKL}xlGCF$Ui z$6Arh&mdyHNJ>c|AikmE7Lq-dEjq3r=0*wKD*)CUFU0q^T+Qo7H&H&QN@QVKU6R4d zY^xCb<~S>STf%;c*bJ~X;HbRJV&~>yHfYPr(h!#m-cw|EDKggSV^k{F4Xlr&Z#1}nz4Rw$H(bPb+_UvqeJxf zTeBb|YFA@Ix@^lk^W<`!qW{e8k~=3ESdiAg)T^Onam?s~B`l4qSZC|%nrj8wBw*6{W|VtGY0pz%xUrG`{)I@9-_(BVZtZB z>w%k1@8Wu5HSj}cgWmG(BnZaGhcp34pf5F~7W8(fi@8tTcW5SYwPe>US_Dvb)}^~Y z8AlRupe-Sq;FFw7kwm8@~lRx4D_>Y z+7-JPE1Yp0l$Qgz5c|pwkk7p_YkDOF9dm$rAh4ywnPN0L(}Sx_l0y z;#NpkS0Ky<>jKP1qG3@2FrT0KQO2~yIs7DP6}C$4_Mat!mW!tLpt-hMr$dy2qPoJ@ zpNTfyq0|Z=AoUyX2`BGX#kt(b$z{9yTZEC9L%2C!EdeSoSBhuXOxl)z)9qlAwd2Jr zXPG06T%CRw+dDXP`JRYl@Fm3nZ>D+#?PfGm} z2)W)81xe4}MumZt8OCp68m+(YY!nE|Qg68^tH=x4bMc0Kl@h>l7lAd~KV1tY{54$t z=+x}z>O)HkJ^nJ`czCioCVzv{wtVO=FT2Ntj;(#$C^$=IXCrwf-^?`H;X`QCDGBcx zDX`+bdvnuxqv;8eoAGp!Os(ps_5<7$21+ermFB_sUUalI)MO zmZavwSV&HXRY>F*ek82K+FZMMj+`;|0|ZFfdu`(z=>}m&J+u%g0Tmw5D6q(wnQcPU^K-vCpu#^n7;9 zq{T>^yNu;P-z5^(%*Nz9x7jypB@f_$-i*!9;Sr7>x;DwFZsM;{g? z6SqrKrI29icp{qUl2x;F&ExGy^>4tfnCnEGQRHfSslj*lS_8;Gxm(uZ_MwYWNAQ%w8IZw{9#m#WmtJXyr z6#lMDsr@_|9htDrm^SQW3wabfJLZ{)8TD4QoImoLmX}I#-L88T5N2BR?5GI1D~?iS zu?n&bDIc7d27(0Fr1giu;6@DL?U~72tku{W`Dya&^D4-0CYs`o?*3B;xBb{rC?`=z8UnM-M%pfXC723KL+OBOjm>reNKSA&Pi zq$IV~{v&WH;sYkW4>@VOlUYvu*sl6>tt4BjnW>pBrsomyWjzfLqONU{Jz;{4*V=(r zu+pMb#^~%*#}&YNYgCMk68BZ?puho(SkV4#>X3G7DasO~uhS*TzZe5n*q%s#ln;Ds zBCE@=jp^pK30*TuYLcD~UO%2BtVP={#oCNnSqS4Mttp#la@76R)6ZQ%y#ko$*ay}z zo#rpx8*02zS7sEazfot=t>ENejJ&ev8Ev#Y5C0@{3)o9V2)i2F*BQW2M)PAV5}FtJ zn8#OrdLSNjC8zmVuaye(!9!gSaEh3nHj=FCnfP3ClXQ!%4vwoI$F?xdFtQA`Z*sT= zE_o~xN+n#Yf2klK8EbTDKoW{xN`H?&1|?()D9Asq9e){%zn8_tnx1q-252akrNcfs zt6JS#88l6$B*xrR33etxz8{IC|A%SEDu@SxH30+QN&HVs1p&yX{Wp7UPx~*vwC?(? zlFN0)H;u(`b$SaDN?BLFtg)tR-U1xe5DsjE0Oj+6I=?iqiB^Wu`{}8r3rG4q zxq|h@i~ozVw~UJF@7uly5D`U?6eLDzK~TCG5CIYCZWYOq?%afQ2?(Pg4APAt-AGAy zcQ*_@#Ej4Oyz2a4_kF*3UbtMMvSu@T_U{|V@j2GUN4np z7d*2yZ|hKhekB$tvPXuSM;Rx*oE$Ew3taq>(%{ z;j}azU16iy0PdCpTtt7LeK$EtwFp#6^#NIICD>{UB*hzw_zmb)g$|5aOX|ink#uCLMmv9soFR z3Y`u?JisI?Mb*$&yIWZL@}nZA-a?p%80H){=%pQ1l+_Sb=sNx* z^I6BU+&~ZqgR{DDY>(W)`f!fJyRvUCtYjvA%-ykok_ZlK0vR^j68)TY$o5)iJyJq* ziSS~Aoq;XG>h}{8S3l?bvuJz(-@cd$1ZcqV$yszQLaDh>^*L$ zeRG(g-Wp)6-m}v?WUWf}l2C9?cBSUDxc^mT1vxK-hfgg5CZ7)b*ntwNcym zVyRv`!Lu8qNQA(sJB!^t>>xs@3Oa=)8hW4TLHv88=J|fx;n9l*m23szT)(>6>c8(y$(cFXl9NcQw`8XMc2n080P|s% zFpg?hbJ8k5UvGe?t@T*kK z#lDw!8p(#b?2-g8Un05U?g5s%pwu$yJ5dy?}}0HKF-!%E-y0 zvumu>>`M*puN}tO=Aca$^QwM8vwWAlOODFCP76EWj9tuT>5eeUB1tcFS5g%y+0h11 zG2+&@xm}I`vmU8GA!*G1`v4KbNcwq^}V}Njn zBP|h5l15fht_yl|n;M!^fhxUoR|L8BGbQSXZl$^^ z5rV*Yz&~b3>Rw-Ft>BfFvb>Zs$;NA==i6hIh8?@GNk8c?FI~s=~5i5l8GLvyeiGL8f?ewW6&&?G|njI@Zq>MK4yOBxY1E% z+>fkNNtcIt(#q3+3fy^tM+{E9=^w}=FC_YYe4+z|px%S&z%y?@hdO8$eEh%N!+rvP zeJXkXkKqek2O*varkPb4;2OuH}oh8ctVL66clSp=*Vp|59Dl^O@g5w|J)OvhJxI(3y5NkPGI?dJ0TLU+eeT_m8*qPB>nX zk4%;>`bs985UI)Ecue#%kItHs6p+L9Z-(g5!2peESdh)m?4_XwwzmbN4r|XXfw7;& z4CG#}@&B7D4-QZ2wsJ)q3iQOp`bZ2^I83`F^cVSXbUxFo{CcN`iH%7@vSQl1Wpga1 z1RXviT{-von48*nA78wx1~l1qS&L?!1-f%(kKK87^HpXL@CzeN=fhF%skp5lzA#@H zcb`%2_&9_tMzO^KK-GkKZ-paO5Ul#Adf(YIofJU`)_K_Ef+Rs9{OsO@E zAq*Q0?~S($Xg_KZbqfX=Qxd#^{X&w%FXL`hMHMYd2$DSUar6LNbZ4op%jdSK?&Gf= zb+0=&MaSiGfaPQ>o9xQUpw(m2Pj%jD?@gI%Fzgj5cQ&8Bp?98zCdFpoIcL?}|?*yWqmC%ltOaHb+yc0kW~_PS_i+{nfW@-QgLf|mV?rKR!y2Tjfr~Y#tG%F z@jbM_;u@+y-X-6XS0PW)ilT~fTTfc=HZD`Q#zP{yNYZxCEbtSXgEnZrR4hz#4auH< z*}!l|Q|`LC5004U$ANPGFIL>bxX*Z4j`8+0lUaj<+CaO+t4W(_M_~ebC5UCbv;&kG zXJE^i5Vaq+OgjfCk6foHU-e$Sz&b}Yd4<@0E>%l}pzxg$j|6Zi5GW#CQhiD~l#CNz zivyV=Q6RkYFG1=fLj?;3&MJ~r@}B#1mAl)QV<{0<6N!oOM(jUrV(S>GAm6+FJ5l~% zBWS)OJknBIv1xH^HcIsRj&~Zfr5u6j@i#0(!X_5MAdmYH;U|D=5&x-~JpLKzI0ad5 zWPq{4VV!*GIPAyxo?g-;5u=g-KCs#j*)py&_BfR5SU$eu+&w&)+OWOw>u~iPB#7!l zol7^2j&t3f&`og!+{E*DS2jZhW7;tAhElYAL1)&F3LBWp=a{(1ICfV%cIc$j(2QYm zm^EV<*Y0wMYi^4jpbbkgGj?xeVR@1U@Cr#C*~7SVz+@K^5T6_qDyp22w_OH5vxDC) zEODSO>Mccle9T?v3XxWoBV4ZmZcSdxR1M#8_dVMG)u9kUaeSTDSK)Z2!fc8syumPb zVpVZ?vkEDaL{0niIwB@V13ey;^U;Q})v)`xD(yn&8r)1C89iw2Y#-eA6>J2$VB0qK ztKf3?3-D^sqT*2Bs5cqY+*_D$HN8h0I!sGPsGLftZ5&9?0|dV+Ht zoR#mM4#I!8;^-O9dv)7{$e2sp>!{7&_sbEx_j8V%JPnSMt^`PT&TF$eHHg@D2cK4w z6HT5AOSF3ov<-j&!W>N59{@6>U_7>T*W}9SSCY@M;FkWwxHymbCQkBGCRmjHQht@X zz0W{Fzx}(`m%$5|s&$H9R_a#;T78C#cl~!FB zJf+}zBWCG_#ZemJCg^h7i}+yi0r{HbFn2~@3h;fYivdAx>fxQD_4|MuE;c(Ydi$an z+QV(Q@ff75f8Ua#J<%4n(d&f7w8*l><_qb78ZJEOu%7^1P4J9e(v_R@Vp6ot^J!ut z|KuT$!sKMJLGs=OZl_4H$pX~YJvLtQN7q3R9UpCvWV3Qzm{Lccb)J_^#)36pO2;%X zuMoiJGM!brH(bjf#blJ5pD{?J4U50Y9k>h?n(@Fu9C;|NwXge)uVf&)@4 zr3>b=&>5*H`rSs3!Hvc`&G47|`jooT9fSEE{T>%lE(EeM<$V`AG$?D`fuNGN#M!b9 z=4JyADWphN%0aXDSR#Y6X8QbwtsNjo!82wxq8;w}l#_|`iW1nU0X5gw=~L{Z?FAy7 zb0J`|bXt0qcv+#oPoWVbk&i)AIRp>#25d29oIW7bJ~}qzArmvBZaCx z2qSmghp+$dKDfX72L0aBmhanSJ&c`X1~2>f?J4k?@1OsE!Q^SFo}BK}XcP z;^g!44Q!DS3@(vDCxC|z=>k_YqPRt1#6DKE{`JO?n}0QiGarnm7I#;aN7aiG=cG-x z=P0g=E1kXl$@09c3fd;JQ6jLPN&Vb~vPRT?^7n21(K5y29oFUTlbWj#P}-O~>$LAMcpGwgMx*X-nj{F!(S_3} z^L&z%eLoAf5C0Z^sx`-kl^Tbg9zd}HoGc~ps==_PTk#=*Ds{x~tDH5yay9Ne!)aP% z9wd+jmtX{s|3C!ruE7SE15~B`fh753fsF(ga0co76AZ`!^;t#)M*`pfr+^#8SDXx= z(FY8l61>ZkME@>wXCar0BUz@&Ux&h8y}bJJIi{H7F2jcoRDAchn4Al6kCy`m7pP!O zk$*GGD*m>pjf5aW!U;PEqAjubAcyjkWSB`!hfcJP=dw)S09I%w=Bk$GwPG`nhdNS9P_s>Lpgzdz* zXkZpJ7Pcm`&|ZrL22hfQjvTAIZRgu}Fky_gKd^MaXOn8#1=U zuG*bJWGpC@dm1U4bv;lO2cX8WRC)$8?hnS7*?;vpABhjlg}SPtAsI11Ns;qqb`CMZ z(kvb!E|&tzLV}3LMH!N>s^3*sMu;&6;YP-PW2bxnZGy+j#$nk=p}4rLGS}YT9q%gR zGHEA=_$B+9q!&%-Wj~`!)7Pq!(?Nv%i21l3t$Nc%`rIcHc}e7c_(sKDPa7eF(fi7+ zhKkIwH}S+AF%2q|KS5>1gs7j*)7Gv^{0rtz;$>%cWc!^;pZ zk>9T#9kz6)5VVHoGpe)Iv`Z!!y{x*}8L9a>f{PT~Sof{-^glf<5KL5?E`jo;7Fzc~ z{;|5%`M>YH({O>j?Fp*NB!SbulWb1mqSZJL2y^CJ1yeslVVYgISR3})U_JEhS%WoJ z7>A%I)O+}qyqQ|pe0IW`sM@#w--UARMD zo!3c<;d>5<-SEh=bex?*N4*d1XEK$;I{0K{ddZmP^Z}6;4ffL;dn9f?_D{SYrFAh6 z)0g%*XU&CScVBv5dUtNAxf3ixQVF@Q;b4S9m*C{?+a%s%KfIchJN61pkiZV7J}=vl zr6`hCZLC~W){Nd`YV$BjH|QSEMe-r5pExlrq=}-D>18|`sh-%;6>7)5ced!<-TVa- zb5@D;WNlbN227{=9~$>7Mo9=fy=$;qG1n6DA@Ys*mny1d4gZ!+k_I0_#9MPP@?)PL zNB&6(3Fi9=m#G0*0y|x?y=rVa@*P?CiJM!SLUPhf6Y~X53=R@hgVXtc4~b?&1l8ew z26P0LXY_0(J4|UhQ1Us-@T~t4Ael|0WmoNlRBKscSWH)u1yEGcjs$mi8_Ca^^s4g# zu8UObwf}~(;4IhfCnimFM9hhtEibdmat#^mA|GE9lPu{21TI2hrxLfl3o?AZ-;0)B zGK5|`oo4?FY56yTCSP>oT5W;)QPUC^_bNFLTU43Zd$!G)DUh!v5^H!I9C$Eru z!e;(nwa-2S?X+0SGfxiI8h_uDp&0bN++_7~lZy`|gXG3F7gN^ZeLm)-=S;4W*P3kF z)d{6Ucv}G-euC_UU{%%+3zJ`L!gy+A8!Pn2=UtZa131OK`MkXZqoZ=$vo5LNOhDUy zNaavvpbQ+VY-6W?5dQ#TM* zuT`=g!rDLF?-8GSp>``~Q=!##$I!j2f>^c=`}L$=BqXv_g;ZlHr=+j$X?sE=Jvssl zibW`%oBLF{xd(Ws-c;#c@ITnpSMnh-k<>-IU1=-@jpyN-um8fzeIV9nqVsCvCiyXE zTm(YYO;DfQjh~8~8|%L#Jn|5Ra{4kgzS-cK8Z$CZReee`o{q8*MFcDc zHv}*yJk0qu4UTwE2I#f~9gW&?!iuQ`o|wk5c9-I%WJ366=uRmQoK*>WQ-uy?!Le6HzkA_cu(Y>=lgj`I1Sg8gf;FZ7K04 zm8ytL;0ZrY)<2HC(GS_jd!$`Grgu*%*A{MoCK(YBpaim%)N4S#_XFg>kz^na=sN2) z!GJYh76TaTG~paB7zfB{%Hn_hvIr54gM&D`&lBD@n6PCGpEP#hxN&C97li%H{PYfz z+#mU7Dk1BzaIfC;@?)Ik1B#$@5rbq9SvjDkftjz7z<%u~X_GLXX=~)G!gjb-KPEF^ zdf0IxRC?j#@rDmvYJoH*cp9@P^Fu@UeKDmOHZi`aA0?X#z(Kpmw^L4K&1KBY!P?{% zQ1GU#SAfpQ()S$kvazhG?TWeR_;}hRWS-(dgio%8`X_W6CN=vm2+%g>czUiKiVyP+YZ zLeH;9iAp%udln)p_YFtqO=B5`*s% z(pZqP6SXl&z7y%37cTKc0j&$fXvPKG1oOKi+|2dKB;Z@u{8vr`;?LNEB|)7ROA~hX z5c}Q!fjae!N8QFJSK{lB^ujd4D{Jju#WCqtsnC(QRt3cQzN#Nl%s7vt~swb9+(UNvE)(zGvE zJ=wdknm7WK$Iy@EMKUWf;Vuz#fKGit_mEcHE!xnY_)<+eKZr(rWYRQRYnk4l6-s{K zjhAcE<6*kqM|4wNxl>A)azLs(XYG{f5ORk6%f5L8bWYITTo5M`VnY>$|93~CiqE&q zsu7$x>O~&2qhdmecdfm#`3HjWT*zfDE3Xzw8m9pkB886Ah+2vh2?%KB=R2D&H4$P_x1>A%fs-V=tLl}ESacDSj3$n z8A|Dg0f9EZbl;^2Dm{4FH0N@|w*mT{FcwWpQJaXcN76*7q-@-=X2+J*0JQGTQ7kC4T}O^uiIec|)`x*~9ye=JSmn`fhrEh}Uy75RpWig?Ozd2>LlZ6{&kJ(V zLVuCs3mBjY8xf5>G-+*`PK6q&-{|WL*83r188d%fE!pZK&vaSOM!!;Wkpj~V=sTp= zUuez0Fo`c)13We<`@u!DSq|{a?2iuQR#Uvo*}=tDg?H1buZ7Xn*4}u&x7gwRYi5S~ z5&b?BiC@5CMwy^{A@pGTt|RcD%gS_@hRIj-`r_V#x($_#(U0KDWbo_)i>=YqB#`13 za|7{RABP?B4u&g@Gl^)?$FT+0VC!jMF}emih>*vsVCdG-U#;|C{>b~%uy^h=8AKYJ zX+%-1GIYZ;FoIkL@TH%XNTAt3n!vynsA`)|*u397ZLMIR5q#0qd3`kzjuz@*Y8m&e zrpkuT1d_EC{d#P4!L<<8>OV26L&a!K`S!6*$*PZ}N=RN<^Dmj9n`pimAfy3X!fE@w}T3 z&f#6VDTSr(Ok=3%Pa73~n~O;tdaZ5g*gHqzS(SGJ#W<-{l#hB_<)ZF3BFP;+!3WxM z@->Qc*m+NI;#HZV!OLHA4L-V;@w4NdUt}^YD{JXPD=TiSuC0EsbvlR{F1O5o&{36z z22{NE0R785VrEzo0~!f?0(GBYC5TBOlmb2Q9Ay(SeVV))V$aI1v!19f#&HTW4it|y zhAqd$=m!^gU}C{7hZXCmUB$dd$1LEC;q~&y@rOTGcq z+Iv>v(TD3*+%&qlmmkhnav?+L020VPL{`BkO%;X8hp8<$pcX<(nsU?l>XPyy!GPp1# z^9S%GCr;wE8S=(?LXjsK&DP#VS2D&s!RpFe~kKMiO zS3lfn3445T@pZo~3c7{GHY9JV}G znV-f|)Khri|Bcg(`P%o`m$4zW{(Si?_H2QuH8*`-k;btT){NG;+{M7%n)RE`1_D2@ zncwACSXJy-UR^;tJ_86`ui`GeVgAEIvXqnFgKDxK8@~?7 z;o#deh8?TF0_0;?FMzriGj+bcn>3r8BARM(f!nTXE&WBe6PCxm!_UX2bWcRt)60c_ z{Wyi)+PuuxSA0v9gVmQlg0?xsLW{cD@%k-L<~13wZ21jF*iYn+W--#jOo!L(ft|IL zNlJ}HIUaGj*eAah)St<(;(H2cHH{PrD4N=N;r5U|1Qz3NNwzt%LGG18_Iwna!^ZRwJR!fy{`eOyNYZA4~@po`vcGS<%Q+DI!Njkiz zy(GiZ3p=1(-BauRq>B724ya;&v-n9^K=IXKacth6JYqK< zx%g#~9N3+MA%?4CaDgtP!>5=AVDq$)W7Ph$`u2bZUSN=?z_vo&NYq5p@aQS%_^cBD zk+0v8Llu=Vx6QX=Rxf+_%~m30^czV>@x&MJx8sreKB-}MpuB7KTbeGDIbe?01{P0u zJa2cah9Oul(7o4?-Pz6r419s{B7YeP8p&$|qxFg&$6eJO(eirGb*Ejahd^_b=hJ^T z;z2*2sHM5T>r~;mk;kyruxe|Nie`gKai~!Iwd5566X3JulB+;e6O(dBVz+Mzd3!stRz2C&ac|iZ9j_XbmD`vTQBO#A~UL z%+dV^Hne;^UCg;%tThYq-D{5#2d%gd{vMr=K!V99OB{P(S>Vpk9CZ7>!N#qgR51z& zHn>jHB~HNkO?UG>c?Uz~63g>>j_Rt&>)o`H8qz@U!F&BU_v<4#p~?Z{8XsnU1qBwW{~Xt5qEdS*3msgA<7ll&_7% zxja-|gW?h^JsY^d%G1J(yDSi+`Qoay{f)JLMR5*6f)le-Yc=$-h&I#2#9{tCV^j2z zOxD&Wex+;g)_FE;mY{gS#5hHCB5u9sS1BjZA10YsPF)l-7cy8Wb_HDSq#Y@q$G4~J z%1DgjQqN!vA%1;({v(&~eK_x{j0ivEDw*z1s)rJb zV-+>@HZz|{Zc0z$TytXO4abVSmIngFS#DK4_~@qICRkMb?M9|+hx8=R=1Y*MtgjCk zOip*&z{%Q)Om7#cZ9hl|jyIq1jM{5RDf{%mAPkqCEv;+0(YFyjw*sRw5(o+8XZ8C7 z@fD8hZMMi;c^8u_e45_57!!G|=Uj#5pU}s{bbg-gz3EBp%6>^6^9nM32<+k6(S<0Z zY?4h3YbL9l9!Mi-ZiI`e5C86iAZ}O zxFMuv;qJB2VyOSflU{`PenU-buk-*-^X+F2L3qM6UF)^ekY-du&YmzMpq?+1$nx%`BrY)lBYm-CrYZKK#IWQBx*!8wF{2yy)f|AkM})yQZyvUi6idNS9IX^{ zLJxX!wmrYzFb$6~Y_#pR-a2ytHT7O|It`5#BSj3`XUoD5r4!@inkm=!4*8S@#o4m- zrq~-s$vP;_2uRz0@tnsvlDyp~q>M0IilOv=UaKTyP~&Alv@Wp|4Q3<6jO6rsUMA(e zi$Aw2XzBsRz6}3fqaAA>m>N+kXjn5pGuSbeH$i847)FW@9KZYn z(Z&YiP1ksUGqSLZ`Dy(=M_bnEAr<@X4pzezT1~*-%~3L?{jDf<2#fk<##pQQ*B6g9 ze|ZV!b$4G?tzQ|)MW4}_RtK>LjlaxP{k`o-%^*!Mj5LNVs!+_LO|*gA=s;(lC&`R% z;?FlKf$FK>5+VaKvAdKra`^?cr`z7+ricN2gV?(Eo%=(ePih@hw0`ga)kLZ|FE`5` z$pfn0t@tm0Gba9Y>2qyutubC9j%N4tl1$nyDMMRrp~rIa4g2i^B&WW={F{RhWapTUuo6)WOv zMWFn!lP*){ssOXWl!ukUMJ|?*Y`MYiRR9=y%Bd$GEIM7b1deu&gs_4@F9~)Yc9x<#1Qx?J=$|ZC z-e-a_>m}L0`^ifR-o)<1#g^|!Jh|4h$n3L@qDx#?;@S>rmx7 z{J{jqT?O>5PlK@#|E}yi*+4bPUqDHMuoAFC`D6M2bym`QOtfsgyry+O;?3tej_b9D z9IX@wsvq{pyscqOC|-lMl5ir=Ykl>A|K*0Kr~BtA``{2tvIPZgWfmbyF}%#YT|ZM@ z`Jc3k>{AB&CXB+u#TAzcEX$MSf_d#JHJRBpGT%0*rtdy>PYm5cY-}qs7=Kcj8~lH7s>oD z6%HTy-18#PAfOS0jsg4M(3|Ea!DQ;NiLk{ZI z%8K}V(agYSXv3~V6Y}^7W7qaZ76TY(2WXQyn}=Y?xZudMC9PbuCP)%E<$ zRK5o!HhmpcDeBDp)nl%95Gt0lSco^|MFj@Mqz&jV9W*kcy;_gNTVPcc>I%1@7zV*p zup3Sc5npm7IsZ8v6cSJmKjeN9YttW_R*L_=rW?43X!&hi>=hkxVBEBL5ZFkCLLlsI zn#wCETduUGgQtDeM4vJRb}>|Z@9^OFgtkA8C`+!}3FF5wstRWI4jNGQ%l!^kJQaRN z>}k8GlZLiC^F>w0R~ms~pAr7kGHbF()o`baQiib|epP%py(9>aGcc0upC6v{-Bpz% z#g|_cF5r*c%YqJeoS-mdUNI_hkVe`h~=z&BDl+*FyluN%)E{%cedeR9wW) zDr?3k-MLPW#x4KtbK!nn|IzSP^7|a>FHg(#OS8VHe@lt;Y$*T9jwWvwl}JRqEi`1C zdCL7L+J!eJj;os*-$X4nXM~AzlQJbuzt3!`k9&AYPz66z?RO0U0Ox?n$!~jKA?B`j=ilaVEmj!6V;eu|!}T6jTd z_J-_{k@0r-#Dtf#Xn_i}#cokd3D7-CTwm!Ww1Y79nz^b{kiDeFV?MbKvcEKsFY;EM zAkNDBjj{q91P67}WA^1p08nPWbGu*>z%xQ;wtD1==Vi1cL{f<$)|vA?xfQxj+2}SH z)@*F>Q_5Y(hnQ8t)V_Of*b5(bxPMGh3G$V+D2glz?q*Y`RunC>GybHKzF=U7VHCS_ z$B4Uwlarl{)*WHZcmiGaxte&iRC04$R4BT_#}QbDYgg1C*Oy0qsa{}r_@qf3I6C1V z>)QS8{m5SF(Mf4SUPq<|ma)8~z;ofCTFXdAscg(fe;PZ^`9%fwvZm#fA!Jr7pJQ4@ z&Ph%^P(9+Oe4w`iDj2y0FQDOH|19INPEKCA#4y)DV(2}0JW}L#7xkO*-CYf8YAs7x z@ix$jo&vjM*p)jt!*baX=zPu-WgX60dh)f%v*Kv?$#z%e#rctyuY3wyfVixsLiw2K zYv(EPP(WJqluN9GD#_?zhMOhvx6~hqC6|4%ctehxM(WqCKF_H4=p3xybKFuLgq|hup9S9CG=&89176 zaExDXmiZ1oiT)lNOr!gr^h`Op!M6UtX+CCQSI}j7S3_{H$^$*!Hu;`WVtL>9e$#`F z$X+i09`=o%0n_cA>&pp~rGtAj@H4Lw(%FZYUFM_4l~L_hj#^&PU~TG$kpZ0jE}&;? z4sDHwi}LZ#L@YG}P>uHsvx#)7^w&FeidwY6f?X3mClAN=zZ3lo z)q5ZNTj${qTDr2>AlQ-=RDN7w;5xe21QS>SJ29(}UIgwbE+g@+^vBv1Db7{bWsQ^l zIbNPIlSx)c{QEzId>8`72i-s)c$dJAyK8Gvc2G2;GZ9L902E#eWR^GTMz%WKO@7tM z!|l1|-nBRVlQ`&brcH%*&SY*f!`Z=&{s-RNyGKp0AZJf0Ci!_g^9|PYUJ}c{liUGR zx_@5F92&GXQVs9fy3iQI^S*HEO;cFK2OcMwQ>!3o&MDWY?V4c}UHS64*7HvS#J+rc zS=PZ^W7E8mas_alM`NJ|aD-aBm;0H@pNs8*!WEv(D%=|zy z0`TC&iM8*!oyU|dx2&>+9xD=RPvso{z;J8~_Ys}f{G~f1Cq1*n#KRRof=A~@UeuXng|@WK{x^L-Ll|mH08dTva!^O<}Yt+W!xr1zxDE-o7DaX`l(2DPQTU5 zLL%#zU4Z+v$bDv8ZE7Z_)ZlLk%R>n?xmuC)T{-6fXrz$|_}`Dca+^C!C=7^gcU`dX zU*+XJu;{sW)3GhpPdiGMT3AEPhq$nZoJgBH%iV^}$5+}Aas3E(Xy3HNi5&zfnI>%5 zuO0y4wlXqZJI#@Gt9xQAFNjDJK)@T8wTkaOqL+)^Wj((>eaf>DQ z6A!A(L4Pa0y`urmcZAJnixb~1@nb@q=bG`(bT8=+%isNwjQ6`@Mr>2yav&BpafE=9 zq(+XsAxTNg%Z80E^Wmx4i;y(k*_(ek%#8_!B$Q}AnZxYVM9;CDBqo;h1lkX=% zmtdxvgA{|zmHc+44%GwvgoZYa*YD%J<(7VYfiQ^C9qt4gVPe9|VIjVRsJ@V}gTAQN zt;7890Sd&cvh$K)S@1?AzY&Ut0*ePE*0I}!^lK+W&)kD{^SdKO>GSi6C64v6B50co zZz-?)W43lng3@h(S?qnWvkkF?rdkPhJUgR9?)as?yQfjgdvAYg;VWGAzx=I5uOOMQ z6hT~fxX?!E;;x*qMEjTo)WG(8tz7lX-#9UGnwYpYU8LvixD-f5v>fsj#yntJ1 zy?dUp;TSu3sY4DfPFEJeK_Vd>d5(o*1*8~?vL~mllFTZiKEmm<>ff=)5=*H*ldOmy zA8udSd2D><5vL@%o5{<8A90>I%RNSbJPX^>u16S_;L_seaUGtkzur7z&Z~wq1EAa|<97tOpG-}@ zx&LKnB1`dqHn;Ym>Ft^}7p-`uxOc4IbymV@@u}CL%GW6YI!`&PrpDp$`E%;#c2-2* ztH@3HrIeB*0ypWu50vi+oX5EEDo}}Bhl5B<#-)mXV=Wn%{iF))PdfkcmA@U!2Y@mq z4;?5wWXwP2;v?CzdLw<#FjLlVTW*<8>VW{=aVy-8tGz9cg7lFGb8J99I}LOEAkO>` zFfdCD1z_%aLa{`kn0-0Ft9r=Wl&*k@?m z`IRn!wAnq_55$Kf_HsfG$hNM0F!s@H+H6(GwajPgt$nvoW8>I5RtP23IzZ$t zF>36?*gx@}sPfp+!s>@BzM~uYH-~R712l!Osme~ZK$-CpHXS3$Wy|&-wvpS^VkCVx zeHwD{#;(=CSe!4gT_#gdsidae=hXP5A)M2IQ(K`oZktM0&t~q^yX~j-1dBE%ZQ+}_ z@hvvG2-Rks$A6zTBEU+$&mr_B3jZ6IXPM!=p~dftk5Rn@+RT`-^K1VN2z?ags;Eh4 zvfS9-uDATs%p9RD&zcHfq9H?MbN;8s6@i`R0A6CyN39JDyH?3|mw%qDGiLVKj^;My zO=CF;N_j`1?SyhI?CN=XXz_kMG`BVL)fL%^;-~p){O9qVN?fBjdoEGnD2AyR0iyVK z1~4=>I?gHDJ%+QmM}#Q*759_oHmhf;@NYvM6);cF%WI|1j>f%3K!uKW%ek8O&B!if`lj!`UNFx7 zoJtk-C3I<`jfpOkm-nxo3rXo`LH)N)kCBD1`@qP zbJKmR9o>aJbcc0sO7X-rPZ^UDVsp3}fX*q`^BINV{R-O7$2M?sB~E)@72Rwg(0WN*a#cP%n}#!30-%TYCUPufr^ zt!}76^%s9K=otPzv!^@;UNURfq7Dgck7TjBSiC$$`zv3JpqR@YFsND>mgS~@KhzmY zZ%H<5HIlXVxg{-CP(91>ncC+gVX(3$1Cvb<4s*El;)WC9;0I6TmuURfgp=Xiygas& zR=D-cKn9uAK&6v@BQZK?>3~l5>6t{&1uAOTKslLNZ6{iqVKE6Zh`2im+MTv0a9<$8 zhHxJN)v){CMyQE^Q}f|d%ErV!HKVxcdy_ZbJNDv(Ig&G;A(-2jO&Co1AIQonJ~FJ> z1#L@jWz5jX0cXN$Ss{ z4~si%UwxCuvihnt&eOZQ6RP1aMUO-%&*4fVUd`dk0m$MVDlEfbiHlcx!rmSu@9$EG zq5mc!9xMtRr_YSSHg(4SKo0hD{y?C)v~3fQeJJC>*GS$&+a1w3k?{O`wD+#P5g>XD zqRcH1z>oQ$kRcePbPo(tnm(xKSyp0ezkI^LRvxVT=+2W@=hA9JZg($Q@8PiLlvqQ4 zVyX}tW4Ls}_7mW@|G$0;IGg^TcRxQ4$-iC4hA%UE0<2B$TJ!2EN{pTMDphKgMGDL9 z-{E6t+f;%$BYatF%7V) zW4H`TvP&k^o2h&w`scEB$Famyre-tD@8p+q^KAE`Hte(Ei9n3!NDlQQTO~E z&d{&>%pdnH++X=I#m2mxDRPc)8KebF1iTel&(Fe!_H40mm+I1woX(R*3eeX-b%ra} zU{sRSCg@^pPa6Y6s&GZJz-@K8Y3AEAp92SPzE&7JSv!o=+p6_Rlm?#Fk~Ob5 zXlZ{aZQhn*NQqH8)M-r>s0oy=K+&2=+gMS=zD`6ePeO2Swe%G4LMC@&I{ZYysf@8l zVry&Sw#uiY{(Ui9RewOvdj2paB_G@8&_Vjb!75ROrc6hU4o^piEHbSO5Xj_| z_uR~~snlhSk8QH0(T%qE0p#sTgxfuWIs+S@TF+BeqO|5JKI*?Wg8?qP&}<{{F} zZSL$z1;KqFBev~W5jCy(IquUoS*G4@of?=K;m@aI;p33U7QSb@jKY3*u(5+X;KYg8 zG&>&Ld8|4d7%4X=wWp5e{8fo1LKUS(*s&$O#n1X2=@G}%BPiy11B|av`}-+>0T8q| zJ{uON%wo+bRN#$*O4#kwTjt@*x7LGS#66}E6{Rb9Oml-_*^d`Md>_U&MKllNJ_PK-z4bEPg%lp7 z{^V=79S+raZ`LDn!w+(%F%iufScUoSO(`+l%B){hOCBR?;KD9})!_o;?ri5-YZNyN zlUqfrQ+4Mx!K=!rBm%E0VCUlhcw9Nsoa{_;oqjP3)~yfbF}iu-oju*QF}SCJ)=8l? zxdu>530L|V*7vQ8%4ZFliGbks8!;fnb_4Na7MGqbS?cg6V%dk4OXX#qVzM5u5K%y( zXaU}DrosQOy6*~WGThdrNtE6RT`7W8=`AD((nJJQdQ%YT0@CYGM|x9G6oLxUL8SNI zM0)Rp-btttLiYT7pPAWb&c&H$F6V+=Lh^@it@XX@EmK(;Zx)H}{Iig${qu$1%XD-CHI%Kt66r58u%H&A`!t9Av|Mg)qR>p{U z|M}b>0s|PZpMo4udn1LO{5#rCUj1Z*c1lDAhgvIoBv${WI{Y`i?UgUjYI^kAqRQsL zqw0w}sY`c+J{OEWVCiMEsNYOt07cgMon5u#qU*_jQUnrzkIFWvlQPTSh7gAKJh3MZ z_}AOw>O=$Gx)i>1+p|04gOuA(JLYzX6bUEFZb3LhHXBVdR_2L(GBQVrsDRz*1e{+U zmRz@{Y4Sx=ree%vO%Z+L@c5JZj6|X6e-K0^f-^d?*YFjF`X2-wIn>JGUDL9X=H1Lu zUfux?Bu^90zdJD)fpb!@(X-yt|1u}3e=XT=;TSEGp8uOVG-Xk#%|m4oTa-wuF9^cslT-CgP#Gb=9q9=60N#`{ZVQjJ6FZipnJ=8XE1@eH{7rz2vqUP6v7ZRt!#oKZxs9KBYo%+ygq1p=2 z_rDMuOwBAjz!5v&XSnJ9GuJi>?QsMJMYP)gn!Yj&Cy7|3++406V0o>AzED2yZsc-c z>KwRS^WF#AoW@QM9t|6f=YUC|?+!)yEil?FeJ}9=-Z^Ak8Df(}cW%e!X!x8bSnnS8 zIEhtT##qPNC44LhW9Xmx1NoD%Ta(H5J&;s2LZL)!KKasu3Ws;`-{G@zk)~503n{yfkmBw9(z%l-ljW>GSw^ZUmHM zJtdKF&r00)aIMEu7Nd?Vtqt*Nl(eJMSdTNwU9O%zK?>U(+2j!f==L=J-G?(e_ACOi zRXuVn(YAJk(W?>&*3DoFtk2^XtdegnQ*xizEq;^P5jtfya1fMGx;5xxw&2*xh+{0@ zzFdwf!zt_+)EsznZ3P}u$a14ujO2z%n@*G)v1uz@RE}`Exb|tIC_8}rn88jnE}o7o zEZ03H^}a6rJt1O$5|EpyUPQRd00$Hv2m4UEdfbES8$q;|W@sbS#!=X5+`ys*lajWc z&_`9$V;l1oI=Oz{w4?_|mU;ia{;K*pkbbpsxAlUiFRjYN8V{?hLwPVH6O$UIjrBiA zyx0bWUN)}$J{OlnCq6bj~0J<%ji^vj{*Up1JHXyQkop94L+Jw4L(p{UAVv5ZfT zX+xe9_KZCcncs`uXd&1(O^-zB*qJxQtVR9RKd^QW+heU?PEu_op62{mt`Lg=`*#~Q zt~>a~wAT(qd|s(!^kFV1DXj7X*W!x*)|acTP?%Mz?+@)6FW{!7z4-h$zt*-S z7vjc=e}FRo6aYW$J?e;;n3mRgz_fbsVu@1^dYE!NI2^2Sl^HuD7L9OZsvUo?N>Upp zlPDfJFRc8t_lFrGq__soj*0G|W?KgL$y`W_G0~Lo2`-)DGiGnYtLRFaCDf@AQRSVj z#MmSgY>NBZFvE-t@~StT&4HBTOTzaJSfs((da}|sK)eWQr~bE^T_^#wRO*fj(5%+s z?+_`oGJnMV-mL3!>{l&{Zv7Zy0*^h54}Pxi0)5t&sX=zs92c=pu|q7#Fsqy^KD2GS znpgE1eyPlwF)8owHoUvAYVs&nq=Ah)a#j&sZjaB<(pCm9Cl zgP!m_Q_+6PHe12mjlKoK*D%7+&`_l5rJ&pxG*w_ikUP?VBV=2EaN>U&qW#kp%}=B2 z8cdI|ni6SY_jT`UX(g;?>D3Mh&gCjtzj^^M`hDLvv}C#dR+Ye|3#imgRnBp56?5IY zWpk*-d+js@GeSR82B{dL)dL5rPh(fNUayC)-IU4EkN>K~;8T8kBA9w%K2SgILCw#p z4fK^ZUCsCNx5|df#(zU)+_XSXZl}PvpU!mSSnsANa{c1fyZsn*)lapC4S}F6AP0=! z9nO~+M&BG9+=()N(*pd-Hoehh3q4r-DR?iKAICSrJ6f9x~{#}7}sQF)XZ5aAhL4;9NG4v~yxfnDTK+hW}TcpiF7 zxuM>ATsl)o(#xe)RCk(j!hn)mEBwJoiPUH7$1-lbg1yBqP@w-p31Dsg_o4P!QW$@8 zh9ufkaEY*VSsX0ZUADY7W!Hu1|2S+!~G(? zO_>8a;B!W7)-TT%;oS?J8iH3{=Ac{iGa1QyL=YhS|6VmeEa4cjegP}Z+{YJ2YDrHg z$Tn%(n?6pFb66%MJ6Ny4xY_$y1~znyC?R>=wOKncTBhQ~{-ce;P(v z$pnfvVWdl2zRO0!_-%_Vdw}-*rbdfRsot9*zgAMAU+8q%-L0POnVKtXMhE4Yr`~A_ zU3sez(iWfO{$+X?&m6Z3=}^ovdK}&%>2!Zl&OX0Z!}Iq#>2Kn8$l(`GMLp7^X#Bn2 zRcd12`f=@=G28>E{C=V4A{V-NM(SO%^lhyk4JF6g{k7bg1^c;!jc%Yy^6?2TNndD- zPCZX{FYI!~02zrO_mUGi1D)w<*c_zew1m6sd3?2~EZ%W>u2WDo`x|max!`XH-f5Zi z+;b%xE}gTuFRt?@ai{(*F)k$eCakc1#bcKc(gAT{TMMqtHKnU@ev>1hU@iL_+4%-R zZ}rG1K9Cg~P_m=Y^ObFNm`=szsBAJ_fQ_x^eBrRolOIZ4&aYHFyA5J~;y}@KrdQ&( ziqf;J=CPiu5nZ}E!yX9o3_Sv6O4}1C0#OuK6a2^e+Tsaih!D@6KW`H^$*E) z2l#{rindUpy`thag;P87ex&$I#cPXm&dPDN=|MF9;oLeI(>u-Aq5k|qv#_MbITLB8fff@VGB9TBuY*S=H;MV=4;2%=w2 zuUOS#>i{_IB1=R?&)8z7DCXP7VFCs*$%5e{1uU?@Nfe$mqsx-I6=~3bbtv1t>?$#~ zG*`QSFS}9WeXz}t@t14)K8VLE8;5Q?vQlpB&?NP=r$Q$@4Vv!q2YE5zf=JLo+jTbB zUbOFZ*HuNS7HBC94TYqFz-3TH%JvhdlJuz~VAZGNs@THp(dUPa&4vcGb(9VK8o$MV z7q$yhKZ$B8{=c8z|6}I)e;#>&f0svw=SJ$bRi8>Hq&j58!xt-h_mnv;zy%BAGFD~N zMOG8*-w+vY_BY8h{m%=E?q4O0_ub=>AHB+i&I79|YLRAB)A~_5Y9cJ8*|BXU0pU#Y zP*_o-Wc%EwcaGyvlnx~5vQ?BF4X(2Ow#*fMx*IeWw7sfefyWa+P{op z2+Enh)b{AUv$A_?*4{u;pPba_hsXyJg;|erw{nMac0^@#WE}l2QO~2?65N z>o0Ab;?v4dqH%DIO%~qfn9Xzj%}cRV3t;k&4Jg!q#TFv?=yp4Py9XXtjJt=m2mn^6 zkXGZ>2{Ix|shhLwwc^5MzlazzEHyal%c8q1X)qcg_4BB{7mknLw2{CxR^l5Y8buLyL=(eJ5 z5irA+cV$Xt!aqA=>cZR%-X(odW}|q!kgCiM1~V#;5dNog2l*6ehkjGJW&s*Aj^-q4 zaW_aj8q=iJ_ohulddy3=?X}#+entOwy5%)JE_S*@ogSNfC;ouT<89GTxozFOaLdBA zYo{K6hD+P!$Wz-%pwwNUC7i_-HDd(v28G(n8U;I+x@#;g+<``^y^lZ>2$?;tsxYhj zpCddiusxeTf%98#PQMh-(7j=FU~o|mvsXXyv>Lzox{f~JKL^cGhCO^F)E z1)&qSo?_jf`fp7;wbhOoiHM6d)aIMr4zNvem`ii>K8$os&y9Fahd7*v6 zOQfvCU!^mONX3ojTARE(?{7ONYEbz1NZi{B*f&2}9dBnc)N2&>$q3O&S~Yk&uUq2= ztVr)mcj64tk6Yx?9y4rDo`K%o zH)3nthZ*&jaOwzZ0A&SqPzPkSXv_!xn6C`pw_}r>_ujWTDJw&S8zrF4v2V4kS*Pa` zzqQKtRl3Y?9R7pA%|=P`K$*GWAdB1VUN*s{yUz6&u`OhW zDF~jK3OTinZee{2`nY1Zz`Hfy1-$DcoU0ZDSg|Tc+Ke)*SoQ9QYQK!+W)~9XE0Ttq zolqKKchR!p-C1iqj?5CDv=HF>bEq~mLUjq1)2WH10imtor0m<%Rpn3z z!v^(=f?3`g<&Ot%viV+1-0vq-9tQD^Z3UsBx-!?NK+xhKc!vDQpg0`$g* zkJ(zNjAg(zrm^!j(y0nDHyiQyc<28k{Pq*4zk0yj zK4;%DRZc=%KhH`4n5?_1>G$JRo82>wdRuQe`iGe+E*l@Y6iY7%R%|U4%RuT0^dR}8 z#&BUwRNBfQi?oHw#+6j+yJ!768y~}zxx%uYqN~6a6QhUc&%VsOA`oG70ui>MDSpsc z&G6gLK#kQ!*-lG_w5|+Jm!a%9He!3mf#RQJM!ZDu7yiI$nV{7i=sV{ybz$bkoa!=L zqp3FlC5f*cuCikxc9%O)=FC^K##(hN7{yCHpY-(mlfDrv(Qx3q;AO~>#B)-r-A6h3 zp}XNXMylf1EgtKVPtZP|WQ|e+9W`H#wj>58S@_*)Ps)I2&CPX*;=I;}s66qH3*SSG zzu39qij#p>Y~(5f_A9(5v*jC1iL~k`RBhlL#mjd+e-1Vnva_~{cO8W~gAu;v24hE_ zN<0rIT!jz$sHIw8Wqr3JiG1*Zhv&|2Zx6XH#jHJ?u?iE^(lT}~I zAgcH!)l=o77~xM=sHXWs79{)3S1`()d1|jse4`&tz+joz&HHxR_K%nCZK@4O-#+oT zfxthOk#Qw)-fEdJdqQuiQvP1MK8O645=4FhQct|hK)B0b1n$f$HEv5f+!|vliK?8SlGYDZa(R9wdJhD7I40=?iq7 z%Q6Q`2id5x;m0XEWzKJ~Ik43NOyd`k1pZ!(UD)2$#ORfT*Tat|MUJw~3cBKWZ$>g| zGyaW}>(zbKJ>+hZ8oN?yFQkZd}SqaV@LC);Z=j*uZ%JXeR zWnj7DfmzSs$D#e{&x2PgzITN>iA3|IUaTF^&Ql`InJ7Wrw^-k#!LT*Y$yCq@U=2Eb z=5QE^!>tH#_}Cq;wfGy6wsJPn%=ON|u0}bpkX`TAD!frPd|3@10J ztC||4dC;_yILcyOS+A`f{@B6K>Ds ztvuBB<)pDUcU{D!7p2cySGvsfg}4JNW7OV9n@{QYUc2|8si=q(o5^fg2~K|t4M=l= zf7_6G*oEsnVMSf=bxr7FJI=^YTAbLjjK@=_h}dAt37emp8_s2n`}uq_nh^y1=6crhO1KcNB;r1((j$@!b!$AH z`VOxqMK_THl!--RoSViE2RND@w5Vu8cta<3{Rs~2%VFr@9^_5zcY|o1FzrUg!uePC z{Al!fy!8w|zB(V0G_{n+rhN}Y1TajxlyAy@{R7x0u(8Q(0g9i1CMA2~if>IFM{8SQ zF4A{i^R;A25Sw=r*k?>8*%csi6pF$& zN%LY|3oUkJr@ei=Bl+n}|BP1XwcY2_l$+D)t@eNuVFv#oiOx8z&yUUGu0=$-9eyM? zHm-U4@uyu(0N{dFDLD4;@JfCxPGw0k?#Xnuh58}KllJu*?Z%Avwog1T4 zYL)uW>ooY&gMR*CnKk&?tS@r4HX8KMk8^=Mk3H1|6ngOf+%0EuNo=_>q`I@4JU) z@3(?OUn#;$HDBf~t~fXpQ{HJ|_hfu&cj@B(FI69?>TUYF-pQJB>}&G41n*X&*7f%e zt!GmJa1EUx++i^EZY|8B@660D;yKazP*O{XXs*zcFEB*mr$Ov`>%4N|Pz0?rj z=x1@dT4KU>pTZuxS{oSIjJz>?A$b(LhtpmyW$REdnUF5-u8qhlxc?u$9kD(_ItVas z%=z>l-LP8DD@iCY5vmzg`a{NpdsJ~dAjM*{aaBpE)1No9C*M28M6 z97^KsIT+cy;cdConbp$Bx9(fv~ zWF1=$TAttDLtd_f!rkdV2$CjZ;0Lzl{6ep#zA@H9Fu?DnF^ftC-{;Lf!~zFMtcL&i zR+q$#dpgoYUvBEan#(*WJ)tc)Kz1jAp~C88W!U}aX}ymIs<8(vpPSu1yXzX&e2%A% zHND%OxXBN#DE$U&Lx!4P)^cwW$()nM6Un7Vu~)3e0;($1Djr!~0g>=YV0+Ji&v(HM;o;FNyXHSW$FpI>R~A{PISqbfIdJaVcm#dZ89d|X$CMWe#bAs&uIal0 zJm0VBYVuMQp<>N3xv`~(&+l-2dBwnA%y~+t&a2aF#qJVcj*wC(G+6;FR#Cw;<6WlS zc>s*WRrumL3_I=uO(sel%x=lT%ZJ1}>)jcUA~h5=uN~2!}jkH=eCf1L5>qnO!p9 zTZ{~4U%!$hKtu$7R#w8BW55K@1dy$Ku3Kwo-K9adeo3AT*}h?db^Yd0dWCSDrnVy= z^l|k)ZoDo0D2jZzW<=xbW;2;jx*zKjgazhHsbGlnR zj`xP4dka%ZKw>b50~ZZlx0l)HZM75+u33x!MEo5LRsi~i(Y4oJasMEA$XZdho#|4( z-%74#N7jEXWL7TuVsR7p&ZKf0A6@=B(&)g-#j@-gj9Cor1fX3bk@v)V4IwbhK)7ls=Dqx@8XZzk?h`#f zhmhC8N%-NMaczylCuH zXj>vY$g$woS9&$6Xk4WeMx~*rtmL<6>G2(2jUHc}%0e9|TH!~l(s!YGiA-?wI35Dk zyP8G>Tl2B!l)wrQj(boDEbK~@UY8F3DU}*@aqnzoujq^-=FR?M(0U8Uh0c$V=ACdx z)i*RJ!Of>rA>vzg1cb=I*CDX{^Vs87l;UV0?yr@#1$M7?&>8=s6*G^gMPiK_bkBXj zn5!!OnU=v?_>-Q+cmT3^J|x7pc3h0pMDKz^otk(W^#`0DMgWMH5W;9KTjz0c;Dr4T z0vme#*3P)MQmr23J$CO3j9an`X&K%0W622i_c;bIgEQyF-b=KY-WV9f$vK-BU1={u zCZYaN|6@g%LKeT_#a;a4zU z;f22~!6o#7{BiKe=U}7G`dYD#ZkF3m?X{~Y*I~afd_s7qV1I%f4m`38<)+i^j z4o*%?S@Vk6ukA~a7_c__!$_;tPP3`2Uw-K^U$_rMzURKb(Wrt?q^E^gCr@Y1lz?YW zeALp@R}|3H*~QeiTGDL`_+d-3?CnAJ%)ADA{Sdst zk^WW5>D4toC?MWyR>VK~y>|TgywC zQd5*apSyWc{;VEN^}!2$7RYqL9Iiu~8|>KdcSeIse!jMVt8*+ts7=8zX$3Gt-ke{s zltH?)S2U$6d{RzR{HYSU3>M>Igk9tIelVv~t&xOFO-+*@_>{dKY8vBJYJw?^r7xnq z%IO`+YXF+10m(0Gv_#5Wp<-C;+*YiuSadL}6Pyk0SxY}$*hgM{x-C;U$3-Fl6|C!R z_GzF>po&2iQ?lNtFs$hZ2ze4_%;~XTkUb$VMRl}KER34!E3k49&}mwhCU62>kYKXa z1IhDl0dV+-c^n(2$x?jm?7nA!lFZ@U^MIrZjbHL{VZ>`?N6F!-{#1^6!(eAE+!SMP zDE+l{ZEi$n1X??*0H(XAN0d9QR4|?bphGryz(d$w3a@E>th}gM+_6sd)}H_p{GM=w zbs3jsk#vOySJttYbS-XUHW-bVU#E5SDnP8c$HjdiZ9xcRJL}iU#LbCfm)3ZUv%6 zP6xCnXxq=P3T*7GfAbQ1gb^hyiciCGkAfRh+Phhg^r8Jme+= zJC`{~M`a1*M-L~QkxWQ4HqVxA|DEkyt zq_I)^DZfZ8U3MKZ6L;dX#SbmJ0M0*wwB{sApxy(wS~j(|A{PFGiJNIcB)CtZQ}DIn zkdOQ;-t2`JHr1}aTPSc+CET|%sBev!h0tE7KQup@|8i)E-#*QuB3@IE`LTn9RQZ+) zqvH0bX?UFrhzV?*Po}f;Cr&IbI(+P~CaB}Cv~y>VZD^=bli5nCY>y?t5%+Myt}%A* z9-W$#k3nF;?N`52mdC0B6~CHd?UXA=OL8-{ogU64h~Mbzhb0pn?I_dl&IS6{BnA8! z#1|bxLhFGV7$O8qzgGdJ8VCEsU;Jqwl*1D~Z7bPN zU51PqgIFY%xkOqmMb zjL$tR;<27dA&V!aP+$*cKLtHSUAuL$Y6#RLkTNz4hNvyRLsa5Q8?WB%3@E+b;)Q_L+#=xH_&5#$%{QXsSP~I^2l%>X`TUg71 z_9f16wegKQFj|{Am5`)|%a?sM#-=Y3N0Fz;px*0`k-6jH{ds zP44!7hLyKy^eXGV+$UgMxipN-_f0#GnyxA}T+nrZU4$m5-sIt>(YPJH6vDiwJJX7C z0vr%CoVw>p8PuQ8o$ZEBsQ#>BD{7aa1;OGXSAi~(rmIWK_nd_{n+Q7McH2YQd=7^m zaClg@qmshm^yso*nWaS*ixv-kRNib*Rd5*)YQVSTN{^U*>6J0nRqjqQk?V2r=a`y) zo?&w?U7HkTPR7+E0_?bPZP-;;%RO`f5WA@RLGe*?U_QGox5c6y`<2%ZoPW}@*sG2d zt3MpibPOE)?EkDJi8pxQAo-7tzMBLOXWy!-qx<8f*bRX{zqox5JSU90dlt(vF#d1Y z%15kkDqdH%<$K!knab>Zc-e;-ZYJ=RXEBSXRgFrY3kafqL zg7Z`FhJN6)s)-UfEf#dyKNPC7UMg2=%!tA3uP1A={FO{pavHgPogK)`*qeFcIDXe- zL(Ax2IoatK+BLii%of>p$=yk_(0(&6)m>&{QcFX)@tnd9ByWJxwz%*zU@r|+ z7FjZ1NdmpCF|Err_@~niOT|i&9R+;xj|qrV-JHO9--z05QMB|~H}EC<#uR_tvuu)7 zKasq5$~ixUgH=nMY+<)!nIDBv?e|84M(!|cSjbCtD zbonL_B@}PCuzRy5ZCMtswniz4#lzHWN_Uw}BaCG1V_41lVk3kySZ>_f)pdXByNBvY z!VvFs%}vXWTu1*o#shuZ^~<&L3#HfX;~d+>e_Eus&skkNlF0M&a`pWr)#xO0AP$i+ zTMHq&g{9Y4UDV%#2dC(TkX4I2$tJ41+6B*&+&(9vEb`-;i1U1h!E#>B7S~r=%4@;{ z7W=mbkK)sxD$vi>U;CiWHb8!&X8;1(naLhz7M-p9DmjM@AS9qTy^V%rav+YJH-1`$ z)wD29NZ<5qOIB;xH6)~a+n)GVx&5t%<=NJ>>zZpMo<7FTm28idL73;cAje1X(~fl5 z72e>mg&TdIwVFj2#Pd91y$b2zr6Kq>_x|l9H=&`lb6>Qn`7P5RlM(j6I&PnJ*F(Ug zzu?PkUW4Is36lctar%XGGC7K!LvF;`FbLKWZ`^nyw-bvQo?XMMmoor$$V)b(LSN+b z1~eo}3L7YiGC4E;o@`c{mGjnGC-+d%AW47XLdj_ePq^(r^{L!9Y|UV_{Pe6YfsC!# lE?#`0E5w*$O^Wbv;-Adbfb?M^=l@@RKp^TqG4PMs{{dO|+u8sC From 13b7fd7234293963a43e2f1c3aa530522e1f10a0 Mon Sep 17 00:00:00 2001 From: jcstarr Date: Thu, 23 Feb 2023 10:57:08 -0500 Subject: [PATCH 09/25] Updated .rst file --- diagnostics/TC_MSE/doc/TC_MSE.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/diagnostics/TC_MSE/doc/TC_MSE.rst b/diagnostics/TC_MSE/doc/TC_MSE.rst index 8680c2f11..50f55993f 100644 --- a/diagnostics/TC_MSE/doc/TC_MSE.rst +++ b/diagnostics/TC_MSE/doc/TC_MSE.rst @@ -129,4 +129,4 @@ Additional References ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 1. Wing, A.A., S.J. Camargo, and A.H. Sobel (2016), Role of radiative-convective feedbacks in spontaneous tropical cyclogenesis in idealized numerical simulations, J. Atmos. Sci., 73, 2633-2642, doi:10.1175/JAS-D-15-0380.1. -2. Wing, A.A. (2022): Acceleration of tropical cyclone development by cloud-radiative feedbacks, J. Atmos. Sci., 79, 2285–2305, doi:10.1175/JAS-D-21-0227.1. +2. Wing, A.A. (2022): Acceleration of tropical cyclone development by cloud-radiative feedbacks, J. Atmos. Sci., 79, 2285–2305, doi:10.1175/JAS-D-21-0227.1. \ No newline at end of file From e77ed9b77f88da02c02a9295d40d9b62f4cb77fa Mon Sep 17 00:00:00 2001 From: jcstarr Date: Thu, 23 Feb 2023 10:59:57 -0500 Subject: [PATCH 10/25] Updated jpg image for .rst file --- diagnostics/TC_MSE/doc/Box_Average_Plot.jpg | Bin 204947 -> 210528 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/diagnostics/TC_MSE/doc/Box_Average_Plot.jpg b/diagnostics/TC_MSE/doc/Box_Average_Plot.jpg index 4f2cff34e27a5f8f22c6228910d57c83399ebc24..5f041b8335970d56ebb516cbb759c96c987f3837 100644 GIT binary patch delta 65585 zcmeFYcT`i+zAl;oiZoHAx1fL^MLHq^0hK07FH(b|(xeGUXQ4jMZ3S&iSj~_f1qY?d&FPP#H9?10}9Q z4G8lZ4DM_lm@C3{N-C<8=BaXDRMptsy)Z7*)aH`l-@MjezQMjiRJRl(HjiYSNR9{H zCPDD`oPgDIycF>iMu;-;m}1^gOJ43Lz~=neEMH5FPq8MWZ#N6Sl$0y}wD{zD*Ka8s z0Rag0qY>ENPq9-xfKP!e%h0iJ7=L&Ko{DTK-2QCd z;d)o)tGr+z*SV_VRL@SrZWNISBVPY%HQuM#q8UD7N6rzkv!8h}aHEy%a9yjQkqoak zKW{w6_r0fn@+86O`y=`8R;Qe)PA{8TfNFfQGYzGp)M*jTDPGYv8*k~nfjnM9Gqpgk zi1)0^KPMKe4Au$E6->G+4S4t45Kk&(u4mZhuZe%~n4!h{_Fj9XKYpA=i8X&>c^-Ya z1-gljZh?wiu|NKPmHU|kW1M8s$18a1lpu))ba5AyQy@iDY zk!AQ);v05#A{`$IvgkYZ`Tu|U|0}bh_J6e8lKV~%*3Zf>V4SX2r1vf=chfE#y=>A8tRTJK=B#AKzNt7`aWMw@*?u|7v0S2z}wcx-m(Z%GyE9+mVUvA z1ev>o1PSZh6F*c z_Cv49>5(8*Gr=Uts^f1G1ZzW2f-qSDBna)oED3T#<(P2iW04-t0OczS*L#HG?F&~|)^ zgX5MBhY`@=yHf69){DMa`59qvLJ{sFI!*a}o%{wH_kuKZIgqUypSbYovi~Eec~SU- zw{yuw(gW7tvv{7KKc@dBsj`+~C2tHT@K0YG^athvCm|rbLW#X}U|ZI_Xehgs3MvqU zu$Sx1+c4*5tH3AD)?fCQa+;fh8@-)Mc9P)@EV=gSsT#iTm#gL)QrmZMnjP=GgQIUB z&xr7c+qm2KN!CZBH5q4jC&CR9>TBL8U&8Noq%?*V`-^6&&);!mbt#IP@_w^9Y!siU z{;LFt{z~h!@TTq+q+r0YW;+90iWt7q{+fO0*9EIS-O{(>jQ(|!w8gWU3)AIw_Vxwe z&BpAf>H6#LWfhuR_50{EM}*Oox(c0FJg@4;F3<{GdhAW!F}(69ba=y@XKYQ+q97c? z7c#9qGvA4rV}zbZF6gkY)#Sd(9`s!Gj6yKnkK-$o)oVMPO{7?Y2ym2U9O^J_C(gZw z(aK;hG|%Z=_I7#DTkA~baHzI)A@Q+)n^eVbxA@)k+1SwfUz|Z2yrYMi=g^~zP;(Ua z-g3Mm?uKirOV`@}{P3VPB^n3~8MyebUeCZJKkHhK&fk4naK4I>WAkEQmf)Qd! zdek$OOG~TDo|$Iio(r#wV__Zi>^mhvSV$1|O!~Vd$h)1tFUhO|c!@CZ&x*PP zLf5B-qkL>qsB{%xsWm4KM!&r<`}TH^59`@Se;D%kU$$zM_hs$d>bOiS+PPmEU^d20 zbo5_(oG+-W4Pk5AXN3Ope}wxoeF6KmzO+(vXWQ1?(GaMue{-A16GGluEG#cfAD*K6 zt|mQizE-$ROEWwD&&$gSNtY!MqMg&NTc@oQFUkV1<8Qif;0;Ypd*cuj+Lf}!B#4*q zTX7w06@`=e(x;91h=NhA9EWs9;CpGz*7Zog@<#Q&4{go zUk}!57;F%<$M%VKG1&Dzci>Mn!hO4RkFLq}?xJnEUop46xLG9jh4<40qvId?0H4KShq!m) z4)af{DtU&UuG)a(sl(`Ix8A zu%THOUfW1AmwzCCv&Xe5#~Xb%w`xZ|@bz;fL=Ze8QO9x0C|%!M=*AYZ5FpQuSO_#^ zoLnkwWCXgd)1O`#B|+8NBYnq9+Adq$P`u;uYZ-MS za}H=vN;Sx{Qyt>XpgWPm;AKeOClaKuIEw@c93VlWvi|p%=vy0vN^rNvfxvdAHo$hG zvDb)g>Z1(>3F0w?WFSGh3JQUd_cJHZOu7fc%RBFUT|%}+_ceDEm@rcg-9Gg)-cR0- z^NJ*^iSW^cH1%~)d>r9*on|*jFsGsu6%5Yu)sp^5M=I|HI;(e4TGgHCQjYAKp!^>U zc`EYGE~kB&(s(xF`M78k;JfqP^e0k!rNLDNzGVozaFeB_1|8|o6yO~qUEMH7+uL*_ z3}JvhbP(R}(fXZ}#IwLGsbBm`lU{F7p9?_vTijH*5tRGq|Dw#xowCS$}LK3_aT+XlUI%0C_OUEWsnad^F9=u%qg@_rQIP%_5 z=4xluLt~Di1}Il+S_-B)Fbx@Bh4Mg;P;t%N=o)pXJnHvv3c$2xCR{q>qA5+!QzFNm zR})N2a+9M15KjRJR#EuDch4O>JB!)GO0yd3RY53o zgxAa@fk)7@&VBL4HVLcg}qH%^XLI6#|}< z@y*Q+Y_}$hPBAWPxzzlExZtUzp*4-TBZ1Q>!gzMRmzUnCx{r^b4JR|v@f>GdZA51y z6ZoIC41(!>WdzLjjrJr+`)^7&z3%ae@P=9twdy9|U&B0i5TUsiivb#Kq^*6Hc5+KI7e^F{^yrGq1rFjnmpXWZl+GX043uhZ--1Iqxm92x5I-)aMPFo_4qIhJoq3L()%Xjf2s`6bKz6Y! zx0|La58CiTVPX4CaLP)Z?R?)QJn|7fpvXS7zyHo@8`Tv}o}S+*d-}>kQ}UT2h~E~| zJyqf`u`Br0YZEciW8b$t6r#}o;2>!GdUp2;doDO4Htdq)l(WDk9Zs`I5n75cIR z!WMQlMw45Ly~)p|dt&-E$x1nCX%iHM#PI6U@Dp|nJ7k0|Pcz}&<};|8pW8fNm|Qd7 z^NF!NL$d5JRxDdCMbYj`O~~-0TeRf-;qy+{j&xbf$nQ$!@>o8sEu9c-Y%E3n71&;N31pxUR%lW?Y>pmVNSBrcn@EAci;T>fqpPuo#37hKn@^@jl{O>ra3N*u=8mYxspd_L z^OK5-=;zDHE!XJvb;wHhNf1VFz_{l0W@_;ox{`uJ5BO zN-IV)JF2a(KJn_P6OkzH#Wh)(xn?#^g&oeDv*bOMBta1J<#j^wQW2U_wBhR&Chc?JWVWz*DDJe!KiXI6evVU+Z&!I%@3W(?SNOiS zjMMdnEoQ0h-KEhVwT?^*;uNngESkX3>HK6|&`dP+CiDg>rHk(0L7CTLBv!#G7f-Jm zW;p1yZ5wJHQc2^?`0Z)o*l{>(3;UW~COz8Sf=mVQ%?2&VY$w#YLCjwUyI(rfo@?=d zw;?_&sK!|$PWjv$^5p}WC4h-QGfz+B?a;enj7uX{Iv+VQm`}3FX1%nja*hvmy|6aj z@ac1qLf>po@Ygjf`p}a-^Qy+mLD9K{@nQW5Cr0O=#gC)8S~IzXORGtc_z^7<6P)jc4(?Xl9eNss!|Ov?S!O8< zEs_54LG4w4paeDfRBGSGDh$B3-Wybq$g*>B0~qYK`ATae?_c=@+j8psv^MH%STRFO zkWD$vD_m#JGN~Q3v?M{wK1V)}Vw;!v=ET~x)AYA)m&3<=F(vR0>>Oa^iek!n76IF0q*N?CoOx%6S3tt};99MEqR;0|tDgJ%(6ING>lg>qwfWeq>hgO`qy3^6-G@RU+r0d{BVlj|DLsY{Xd(-!)o; zk;GXRDA;G)=(8Bo!5091iOO7-Oh18kbE1Dfe7*=YNh64-=edK)*X#j3o1aqdc&C_L zkkruC1arN*DskkD1UbZo9F)j5tvHb58+Zu`|&-xgfV(PdT@plOhmR=i@d1QDt5Z zwPkVxcB#CEZY-+Nb7K_a|C`czhEYMO@sfHl^%RIV*s<&qwxSkY#%i6n#`;`pMs}g@=B@i5;FVJ^MD^cUU!~nicR~4IcJue+IQS-Vn(xf;+c)VsRq&uCYwoarMcE zb=bI`>QcdM<#yNP>tOtTCUp(6U04`)Xis(m)O-^NvXk$ zp%}nBYW^HLw8+E$rbo=v`GCiP^ZnyvR-V@R?WQzj9LpW&ea_cSbh_aIt!kWlxCat8 zZBOKpEIw13UR2}OXwr@0z6B5TrA75u$k1Vqt=RLO!j8JVA zx8%Q^G$iLvg>TAG?V1_!?!vqbF;~*wH$0vMcC6c2FJklpT~CkYOPzEs`K^K&oN6@j`F= z$QTJS;zQoOcGU3FbD_w624_ryWC#Vx*SySd9T5fbBA4UcJbD6u)$KJB48Q#A;aiEG%ne>+S5MVXc0~PqGyFLB7m6TH@ty4_z*`Tot$+s{$xei!D5viQ zO6GEN9{^gn4U26I&QHBxW@CzTb^Ktd{rwGvEnA0#YieDXD#9^@l8w(sCizqa_#p{D zIAz&&n0H3EVQ|6iYjfV4&+43*uL@b7=g$&XiRYG^`Do+CWk)`_4`Wyh6n`=r&EAGpZ|kAy9AWupuQ#pA4`doYuTj-s*JQIS^k!X=TNm!$s?*G| zn<;$~tmYH5G#QiIl>ii8>C%j|em(Zl@A7nM-Hkwh0UUh`7#FNJ*cFR<66{T4zM8Qb z`yg?7ifX%IqtuX-yY|ei&l2AVMLu3Ah7?~>#uwSnYZiuth1BUgIWJz$-mqWT+}Lvx z0eU%uGJ{bQ=gUM7b}sdKer+xGHaQhg52Z>y)jCzXeI&H6WERsZjM|DeiPv;@oQ>L{ zF~?u&WJ&3&s(t*WzvpKUbH~e!c(p5h>GTRK3c8f}j_@ll%a9CHb`q=HR|j`Q_4v@I zvOO=1j3L2C&0Kzw8y?*|TcVQVN1K(h4JQ6i2vJ`TwYdEx50!=%x#8v5rH0aZ%hxlV zXkYd4r*BL)Uyoe7_ACBvxBf%_Aa#r?B)&b{>e zN{P$7SR5&sd7&6BdI()W@hqNGDu%T;GW!e9P7K%txXZM!2U$(`i*F{cRV6@_#(Feo z8zYD?+|=Y@ivF~^8*QLtr~4&?N*-ID_`%qHXeBB?RRCrBiWXqhQ$F|ia3@M)&vqgR z@au`s3%j#@dLnXSuU_>Izl!?W@#^+r@!R}$uZ*#AqopJCazF}Y>I=782UPUonlkG+ z%bR^sn*048LnUu_PQ^r>6bFTNc}tyb_0@lBS>s}Z`^#Ju6hAw#=y>{NtsUK>hrRFb zc^SKzF~t`h4{TYe2P=tNs^_T!UxJ>eUw;?)35~C*0(u z_bpu<6g%8%>%~+#Mw~jT481+Igo~+{m=02WW}igk+(8%5y{dsl5cC2LlY#P#^T4yQPP>uIeP?-$L>t;m zsfN#BQ#e!`V!)fCrXpTuS|S*5cIpf8PCUq8G$i#m2j2MYX9YOgT><4RQh$*uKNQ zQKhL#85A8s?L!orOpSuE|j>FhW<+4V=FZggSWNxRj0hhL z^Da`a{eGSF&u z4cp!u;S<2-r{?%R?OBrm#aC7Zn3eB*(4B6Sa;Vb3fC47~6X5D3eVQ6q8!aInO6%>^dlGMsnd&AQXk{gqy~dyN7)w38tL)fvq#b8G-(2@ zsEu*Ue%5(M!1dPy=btNf{Et0uvnm$Y%w@b)&X7@_M{BK48N=EBCBzY^A&RZX3y;-0RH)y+B~+9Ic_NDyQAjLz8wV?-o;@e1YH zyO+RzzR=*m@9Un^O4a(|%r;*&8pdk5XahusZOVrc&VWU=A_qZofqz|O{p$q0OP2kf z<&sajf5Qv6%4Gqr0Efy5V9{t8zVXxL3^EM1rF$;#h+OO30$4<}O{_pJI05GM z^3S3VYu8z<05p&gVsH_IfuqLwn?=Gf?I)Wt)GDHWQClkA02aqvYdU zpv-aHU>78BAvp38ui-mq^9YIsG;A)?9ZAD@<up_S)fHTa=ydNK_O~h)N}0!5$1`Q| zSUd6Z#!ecRp-FvELv#>7*`0qv2haet5|S(eVCu%NXyC4we^GIqOM5O|fK-s)t9bQv zyy;Dl&kuu%Tr`_sTT)qfN26?-G+Kbl?q>eTY^QO}1UiF(U^|2KVtt{k}*vm^aw zx|Coy&5M(%XvBK8OtWI^i@S^TJJ=X2)XOH}PVRUfY3jfBi^9b_AF#C_ZJ z@4dZcsT5q>5HXw3=;wWVNx$N!d$-b5cDTUDg^WyuPo?216b1#- zh8wd?EfnjgF;6JgV*Yf$3h$1OkJI+Oe% z*L{S*7=ZovyWG~9eeQmcFqeemfGi?I20ifG5A3s>Kp>~1S`2Rx$PG40JqAQ#CkfI9 zqVCi#tuuSa`M?awR^cPl{nd9dbpz|iw+P^CL`dVWZ4pn)I|h47&48oV(gF}K`J?i7 zhpTrl{gUxU8n!anV}~jLvw6i*^ROtDaA*)yTM{iu#1*6qIOzi32z_?Z>I?(N*ILgm z=IzA?y=sF-uV5TjgHgza!amp)c8UBUs@v*W4t?7SZ@cHw;n(qLoc)$Ju$~?HCl*>u z*U3Ym=7Cd_NyZz$Q%Z^m>bQ#$xSExRNqb(QPC1pa-VY__`IGoKy0@l+cG4S$P-4vp z7J=5UFBe9PRw96;1L-GD>|0d|msfVyp$hv8xS|bM*vU$Go%y^U=8Anz?|@mq=&WSK zQ* z`cR4e8bc1P(x@l(0E&c_J3OXFooHDl!s{R^ZrPC6L9>Oag--0Mc&@MgtBAYH3k}W_H_mE472ht$;SV zC-QzgMPZ;z-GfW&y}r=#Ao(ZrioC?j?KpCTT8hD40TxNJ;3ptwrEp>+Ggs45S?upN z+#B_IMH^dG_9nObgLRks-Ra!ZuS&TSBQh|^npsBBEY^R7B`UX-Q?D?5o&TETg&)GP zlQ;{V|4mxLt`q9Pb*okWTycE%O;M*2XhioNZY_xezU6#$4HX#&;PSSPDF;ulma5gi zQkz2M%s!X0HuOQl$bv3Ei&bS}xM&jOV>duNZB%}b1W_~BJs;K0$)Y33oC1bGurg2X&-C`IbMJ?VJyJaT#B$Ez?}^7E8zJ3Vd)Yz_g8 zBJh;lvoj@cAfI;{0Z(4DUYoULIml0lTC}SJX?SFFZbzYo$ zSS#m7jV z+5=86pS-Xu`lO*--F+z&`q68?JZHUf=Szd_MalH@mk~yJHS!;>My*A09HkwezmL9;R1C>_}L!wLJCL zXVi-4v!<)o#do;6PNxZyjkIR4;W3tYRQ_7c{%2u5YccDR%RJ(gc4JWMPZ1Xgiw80r zLknP1qmPkpj2iJB&MK1WiLW$5>5AWPbY@jq@_7=0WIY{Sv90%`gD~o;LKsnwz&+Hr z@>}SlpJeZV!K%K*II31*PG2&r|3#Kis(d*he}?D>rhx!zr2!WbL=kKP8``y0A*zR| z!0`^t*`eU+qej9}6!DZvlo84@?gSFGb%>+UtSu0`+nW|U-83xIr9jwMk|60gVCE^Z zYyuQ3csK5p=>Gw~o-^};=+_Q@KJvfk^Knzklvl1E(o)IDFhV)0^{4rtyuCyQr%ph< zNxStFlR>-zf{iVBVd5mPU$n7GeGJOYG6)~V-ZpN5gM2U@q!jcStYZG(gOY~OQFOBz z)Sf{)d005fo>l0(AO%*E3e4hOXe2cmKOj`}i`)K;5I}-N8#exXdcJSrM>u^;jeGw4 zCiuUe-|PS7`dMjay%$nj-?Y?bTnSPkCO$>u7|EWZ5lm!LsNYTu!2jU{hVE`pxBT?$ zt~TcI=C$XKM^a}#L*aEPQwcspn}vaFR*!WASQE+xgUO_MyHf@f#)$RKSm` zzZf0hdSjY=}X6y_@C?Wim6j2#vch1VwuD3Hq{fD;BELm`zU&jj?5Dk zH%WoU+CbgFA)c%Jb&*Vy42A8YxWYQZ=@=eh>iD8$=e*1Z`aGQ#bF`ZWR7MWki|=lS zV0|w#;y9XrVnbY_OtnB5*~DvGwNAV#{TtBrVP)bwPCYpW)>EXo4FH9 zIURQ@IWH=A>X|V$c^42LFoR08m+*Z@T}lAeY%hhL?I2q~{kEqA5Q_d*HE+8YM&8}r ze*U;Zk3DDpnT97}6*`QY zCV1cr2OjVvTMy;B)|Q&+X*$*8R@VA-%lCg>Qgw3SyrdR?kKr9CI57hIO0FQLU;YYM zqsBLNH_oS|a^pw<#Lq{P1nJh)Sb=TE29Mh2$qfCb%piavA>ke?crtg!*Ip6^z|EqE{w=5xdU1ovauaLgYnVWnZg2Ru{>{fG1L&zd6DXL@$z z>xQ23On-ufY2RK{VJz<^$PJE|;N9jBr{6T;Pc=TIZ?TSc?ipBuk?!wof?0G+h6ItU zJgW!K*iXnBo}GO@=&QhYw5qEaBeg3gTR968;xxd(W-NvOO*!CU6rgm-rS+)1v4TId zI^=qE`g+sl6ZR7HHYHgUz-S_|kiphI8*`0j4a75!sy>=`(ly*-7V7D%{OQLISzE>2 z!0L3^D2q~k|jZe?PDBJ;RvKGLm%(!{$mC6C7& zS>kV<@*bl<)so#p`#dAlrx5%cM2-5@E{6&tIviyTV2ZdJfb2nTj@n0DcBuO^6v zb2EAA7u?KsSk=MNE8GOc)#sF9&U&hh&=rv01s3Br8V`3!knGDNY}sou`NSVvWDv7E zfY0`MKOYmZtDUnsweXn6T@BBfQ!f&vKYX439do<`jKZV#M#qz?$n_hP`DOjVC+v`( zv-EN)AMCo;EmyOSLyaN7eDRBLSzC-LCLOT7Q(1yz3E#gl81Yc^1||NXwq6+VJ}fbS zPMI_C4GyM`gGHC?(2PwW_zzQ;kNY2@Nz_n!;IHkp^c~9~*g@+(A|_@BK$Xw=!xv&) zhzw#J8}eV{>fEQ`?>jL`7Y9j@&buQc8JA=*c=bAH(YnKCf~v!hD`H0R#QX500c!mE zhPrG6^MK5YNxH3}Uk@(K7HYBZ;^M===`bK%8E&iyWLf*U-6s>J`0?H0_^T|e+Eo>+ z5ClB1*X(0b4LV%mwtM|EsI#%uAGV7>;M@kgm`pp=bhHMDEz|)`+_E_4N*t=4{e0F} zpYi9&abh1OihXm;^=qTJZYQw??Ln(}4h z@4X&?rPVIs+TBNA?ni)lzjUnn!d~Ap4;pM zhS6W39J>?FpC}_+hWwSTzGroNki4owd)s%fOCV*B1EBP`>h~9QpDoaGr1FS}${l~V zmZ*N)`pY-#Tmkq^A89CXXqWzCfS~T&c1$IraWS}J`69=@5ysdt`8n?3z0Pxm8{8SM z8SL4pyHC5FO&qUuo+^75?t}(X=s@r`n_`kW0d4|moB! zuIk%RiolMvvZQc-a(Xh?!%p*~=u0eBU{};qmtn}ukgjH)MU&gu+&RN(>RVpyi)Kbs z$MI&v^AO8V92zgBczADbDRZHtxUptqBD%`Mxw_x?p4tDb$tYKi$@>;ccpND6#~A%2 ziwuU2(}7B$U2CA{(7tA%Z2Jc45my<5j?}wInVZ{FOv*p5XIR|opmRB;pNlQIR%Ke8 z#q1VLP`g(ibTn2+WP~ndQ1GDIVT_(T%oc4DtOF$`2_!MG z-VK@vWf1QDQ_#he0eV4SMVq|f{-00tw- ze~wvXKOsQ%=J}Ea3HvZZyeUw04dnHC&A}4H*5lGv_^YO4kkrWo{j;J`2vIJ;n=YcW>Wq<4^V> zK}`61?;=kZeld9+f=c;hbK*28?uhZ2DV>fw%fJ#XHGfli3g>t_FH0Xo!2BCb^!!B} zK+tWJGb{Pg+f&g`kVlU^j3nN_sQ$b!i@BRk9h>%e zTr2BuTIMGI+O~s^H-k$5)muIRFozrPP<77))%$!7`1hmxS^gT98BFT z6Tu&3bf@|`5yy2$mvW%dxfI0czQT8Av&|=rtqa_#p1MNfo~2+L@h`lARY!mTfe~Jn z+$3JH^yZkS41QKxT|M+PRX<`mUgT#XlpmSIQ%P}UgiDZo&EX$~!qAk{Md2R!GT6^$ z93Nt|Fw$rxNit^OBD|^b@;(p_b0PkyXb9U>LL?uSsrH_Yb_~00b60Iy*`8`_&|Upq zcZZzW>qTvXxO_%6Y%d|}EE!k^QL;*%vm!$=DqQ2%ZN@vvMIIAzb1CK zLzl9_+g-zwveoQGLaIh-MJ$7%wUkhhIqo(*#v2X#DB6~i%pBkGl$ZgqRU9GCH0~D(0pnVx*9PwWzGiJ^%Drt!o_@ZKaHM%`2%~{7 z&iOl%ATBc}cZ?J7S-`QW!~y1{tM8I({MVS-yeA-%8oBFpoeRp`xH%_QZ@-ol<2a^! zW@epNwpK0ZKM+Mx_>rhUwDKmD>yH0iF%o|luus*RE#NBtr0{Af_WW3L%;*_sH9>gw z1dABgQit3AKER{sIFa@uL3>@(!Pp6b6=m*n^qCqNjB{u`rD}vowJ!fn=+X2W>0*}8 zC2uO}n-&9^eg>kHF^+=&VLy-(Rg+WC48oZTh^3tqnjSAbXZ}I!N)Sab-*1Y2^pid^ zSpoeawU?YHmjJWZ$s`C5z7e);2NpVuFtIs8`>hAJzv-=NoY|3Wp>WwE8a^uozVS}N zP536P0%$8Gdi#Lus&q;`ycMwRJMw7+1@yE48OQs@FYl);m98V*1+uBrXVL^5UOAj` zr<|mhsxq2r&ZYY#&O*5WCS20ts2#I0_p5-s;-n|cflhBYnGe}`fRh-VIZT8Sd&O^$ z4dH@3r=^PWNP!vhOQwe8F_|YO)Oi=?`G0MFR?2z&Q1xX>WHzO+wu@?ix4|F5;=qwk zZq_;y#HeTtbLI&MgB5YRquIJK3kZk$Ie|gjBHM(hR?D~`ntXAuTzqH^V4(BOX}tGK z2^F-!A^8%9wK?-tOb7Qn#-}0B#Duq1^i05yyMKVKFk+0u&PEW2W=x}1Z%&E%Qd&#p`gA1Fsmf)U8;}udb= zYSYZRT2)M}YK#n|ufkQneKGKI?A)e)QG1nph^^u>bYF}Rg>#3j7hp2qL} zS`NoE%R>F-;}jORv@db_?`*b9VJeaP^ib~xF%G=;gsH}Th7!BncbxCyeS-q%Dg4;? zRNxeN_4bj@O$buTLEBQ3&a4@(aCDq2X4avhYn9D-NDzPW8+o$fLG&f6(*+ zBKZk7^dW}YVN-Mv-$eA>5R?Ob6G6rc?uC#Bm=;r1@k0$aqsm<3bKdicc|J~7A>2jw z)?aC7M<42hVz!4OyGod%gS%cIs}QLA=ByrpEg(@n;0|#d+?rRBN$(2cE|7m7P=V9s~DnWY%=t+|<+wzqTbT_=IMAqFq}8F)$%AJF=wiHWk(pbuDCghvYL zQf7|yfy!pktmpihNDycEiSfbyIkyuMq%{WC7AV@q=as4VUJ%ofYQv66-P&@HEA*4;K}lK@J+W$KC^cBM5& zKy#>w*cU*Vwyau@a9&Fb6Vgz)tqQx(GV>)hAe*=>u z6Ci&gUw7;9{Q$cq{oNro2^V+%THg$bd-P|_fIOrN?-y_pK;ydS&wp~&cstCc=5t}A z+*uE~3PN3_Q}4$cBMGYWQ57??Ga{w*^?b#aT}oNDL`5ru=kq?FQ`>JP+@Yy|+OOe7 zKJ=w3W(IC#0*eU{zzVAof8cHGrO5aPuP1E1VQmt4N<62h14c0v0{$O48j~puwsGTV z-AyPR;0o@5+ed6QhO+;95ZOPWc5^`h?_XLSel*G&C^Kp3-ptffSFy+AoqabpEb9g< z?`|eNE#9pVWEqKl+yVnrgFkY{rrTH=IwQdC$EC=Ya}}_tCwTR*CO0}+)){I8$-xSXW|>fq8nOcK>tj^ zrZLUU?7Ima3;SVXNU-`$AXd!84VNj}?@P?5y)fAmb2gSXRqqA!BMGvJ`3d1p4`w@{ zW0_kCl@X&|Lrbl7Ze1B`vS8xom8WjFU&++5JoFn;|K`AKA?w-Gxs+0q;nm}`7XDGxzK|NN$Ao+7Wu z`EPw3xE8t6(u1 zo_SuIGJRVh2m}lTglNQOHDMtZUqvxaF1qzazoatP|7frVCMu$kC=isACDR6soYZzs z;aauzW6J^QEa-m;A&niS+JIdVhna(=Tf`tcvdR#DRZxpAix%A(3+(xB!`vqo=$h~T zk$xvIvDyOO(s;~#6WBOt+@~m>4^mi}FV2ec;}X4SrY?#!aexe z24QCn@(27j$83&KfPoUY_10QU)W!a~qVnU$Prw;<5zqrtBJjN}Wp4C8xz)cMD`j(v zWnxD`-njki$!;GvPQmKgTCS|)k*Or(xV1ysL*pOcX}psJNB$UEg8;`5kldF>YylC& z?()L-a@&raIR@zp@S&dYkN}teOCLebE zS_PY)Y^R-p^q1DdNtUgo?-PrM(;@CBzbRXWlS-|oRqUNZmeW;ZWw=Z~%+miFnHo3F zU`Bm0wg1NOr0fmPUEeKLYPbr5-=FPwZz)b)%ar#;WLx=S6%i)lpG!Qwfw0y^OF+r^ z9>IhOcIBz9a3+k{7AQ@9EiwyjVz~cX6aP^HtkO-s1opyrb!6yIslicw{tQNTuwLCO z~tU5`h6!Zy9YX$ev;i6>D02}u;Y)AZjk=*F|p}m65hncLlnQ1l7 zJQC!39RUFwCtSDg(Edyq zL(i8-(&vh8w346jn?Ai-+O_z+g1(b$mAu~$lRArc!+G7Wj9t(eiJlvji<~fc`AVt_ z1yBQK2YsPZ-Zcn13wm~uVEtHJ0$k#2o*)a_fCzk^Zj(>Ak&L*>Cr& z<#hD@uw_xwHDJgT*p_`|J|4u6$K`C8p@YcQs6P|-8yr3Su!lMIgOyqvfVEjA(!n(8p3~;mKp3mRO~#+ zq%%Xgk%<6UdX9C}nE#_ejK@SwY0l`dMi;;4J6`Cj+G9WV0|Ym|$Y1P})ZNytqua4# zzOzT}n^MQ|Rw}c1G%y6O+==zeJ{uD8i>9x<0=GU~+32F2uG_R2Tw>QeI7NP+BPguu z7R7#at~UE0q`h}EoNwDUI*3RJ6B50QgdjwV9%V>^hzKHjiwL4e?`|Oo(S-@3MUOHO zMrZWS=)L#O=w(dyo!|35-}k)lxAtCpul>hujaf5mU2gYvo#%NR$9bGeM`g&RLX#Ax z{v)rXewk$32Pbcqp3~k19(wIa5$%o+)RL*3nmM@ePoTEtCKM&!g_H}*>`a4)z!6e0 zh^}x!CoSY|xB@lheFiu7wr6jT&d=3KY)F%;z&q$*J{_% zZM$xLsP*CD)(uA&(~d$+5MtJ9FSnfC4waD6=99BRa=`9Oos12WT5J^k1YpjAwMrh& zd4=>6&8m{Ogj4nG1}A3HBy(;1d7$Lhi|d?mv}ux9p=x8LZY2>%zbULPZ{rb+81E*8 z0a~R)HZJ6UAa85SE62m}FMeJ)4T?)S!{c-d@-$x0rA2Ht(Lb=es}sT_W=k9MOPgQ; zdB&y3e+eeB{e^~?A6P){A|~($2&F?W8HV#3-3~!|=Jn9O>q!O+T)+YjNXXFm1BvoR z2Or$FOx=fm!Q##Rc>CpVLttR84f(H&K;!@TPAceRJiIcnR%6gPPlk*yJPzM8|VN0YnrOY-rI<0n@H%Q?P3Vc^`d9r00^b z06(J)7bGt9Z0N`1|t>mqIz`LYn>4=x=Y$4Gwv6Y*=yXuK)g- z$c6ZA-&KA?fo>;RMNwJQ}pmVdJ7XmL8(6w4|F0P(1hVYwcY_( z$q$daYpCEm_gVt;`PlcH+OIWC%?gsNfA^(s{R8xLjojM!sgBsA(aNSEvYR0 z{!(1Pw$0*&-ig3C(l7@moGO3C_nwz|wf@DXt&nO(U2TF1sysX^USaL$RV8GSu(C2b z98_H84D&C#^c950ho#WmeA!-s=ak?~-8Dr)Z1COv3g%eh7J_K4Va?)pk{)(nagYTf z21}Z5^noz=Xy)KYkZJ#`5QVV+uZk4&sjtl*3ku`}8ow~97jE3;s@J4_1|b@#3qS~R z65fgxDuV(4QV&F(W@X9e;{>r+sLE!!`-|d=V;J~npcp$i19sPsMXGeb?%rNX`fv8S zii1K6PWo>@^TIA4hk0Rp<-LL|#M4nDxa-0e?3-937FZn8eAh)WY&VyNd+mPugdIr`k zd34m4A4{C03mDmB+qBUGGK?>6sDXhTWy|p>(Xnr$?oy7j#;4St@*m)|hp?OOkqyc@ z?yhiAw<--Oqqk`>%#qOtH=*5Xm$K5iL>-5d(D0d?gY(K#I(7ar{F*4FY4}X>RYQvKvypS#; zKXc6ZTZzPSQvN$IdHiliLSK)|e;f)i2^Ia+*q`^gXyB7WCjgFv5j18(LZ?=}YKZ_^2wAL#=)Cl1)HbLBsB4mn{ z<-P&Dh}W45TuGFV;2Qczu+_ny;{P$r=jOTp@&4?~---Jh>bGyEyE%=KDoa1^QvcLr z>P9^Dd{ViA)rF+!A=F55)kqa9)Ev91S87B(;P#A0t>g-P(+qR{&3_j>60bgl zF_k-N%S1#x68~B8c|a?N^p(1ip7q9ww0S5O^4V!DM&=>Vo^A<}h3jD6XT4Np48rOm zB%$6CuA-URG_FOeZ;*6~oY*Pr+*2?!yc?Kv3FP3v#1wn$o2FiI*HBj@P!>;j-R-vO z!X+L2AH)mZ>n$8o}gmi5iR~tvT)bPfpj5i{!ijY})4)>fDfLT5mB}Kww z<642`bg7hS>$0lK(B1+4gd`jFJFYT~HTlm{4E0<3H?*1c*6EEymB<{(Rw&g8AYcC;+3LstPsGt=tv%Si7tl3X0vFv{C84(SBjx(} zD10eC#W?<_n}uX>HW%ShY$zJWB%fnYAFrPAJhVxIxOl4XYT)gbM2?H!>E{ADeX+R( z%t zI1ge}vzxMzaCc`>I`i|Gv=q09>HKn}@URS>RiD*p6*^GLG7NkQp1ltUX^p3jh5qs;Anj9byv1?d0zjT5B-c z^apZACA@n9!tEIhRiNETj}(Xk+>-?9FOW`SLan>3q)>oKMluNRPqyJB^dN^-U{NiB zq&ejVTYl|}LHW;R{xYhT$iHt+;h(1hWZ&0PxFY z%ROnqr!GZcPqyn8MT<5csF9t4`4!p+i&>h?g)8hER}weJ2pka#izv^BXCe}_vkDE& zQg^Ph?Mfzh`_@1&HvFVTYX(N)F;NGO7=`wM)#i@I)196pD+%VRkOHdXx1G6zf?Y zYKEUN=N(FncMt35BkLZ$87%<)j*dZ3sjRYCiqX_dv!N!uUMJW|?;8MtzTxTiz2bh? z!m`GxAUI}c{kv|0$6LDO1Ezy`3COvf)RK0U8VLxWmhj_x;K$(ZN9F$`syj9V>AoEN zH2fI#S2OX?Lmw+vBY>E@L1+&2dK>LAuLhzru_uAb`di6!8FIx(Z)@mYRX71_0JI*s=>qF&4JD#i1bA87p9Kfhc;HQTnzBY&YPbN(R*3wmFw=*JW>^yc~G;N zy`lbHfj;C~VMl#03AdmjZA6Vn)+w2C(5_m9%&B zeWPa)%Hnq8qVmV=ieKLXzY^0g=CUr*M3RwRcY=L?T2q ze`?Ctwzv*h+rU-ak zG%|wcN+Y;gK4tWxE}*!BsTqs&NdD|8my>lvozI;HW%|PIx+KFw4WfDG&A>Ym}4myq=1R-WSPe8d+bA;~B~?I6LT(LDawq=mD>gMO1l=N0N<0 zo~ym=RTZ$;{U++|FS$%vrI@!YYLB)to$ySu%bhP!k zrQPUS?-_3TeZXW25Ur=6lOIV+1Qxh`5ajJ(bzw@0gOAsQGiaL}bd;u=M2A*q1MM>W zZD)y)h%R;gFhxEZi%v@#j zw;SW@VJ`VqQA97l5`1j?k6M#EncC~6;xKT2*p%@+XDI==DQ}}LOP6S4R~4IQrzT+M zc@RoHS&#%fBLfkO`hP9)pCkd1@`ErHAo_9|ve>q#nf1xl^Ic+mUT*hW6zZ|BjVY&} z(nY7hqm^Re-7i7AO%tn=rP%{Gr7XSLCJ^Ffd866R6Gidpoh!x{HQ=7#IO;k2SxTfp zXG-q&g!Ev0mwc==1FYF?aYwSS{mXOy;da6-?z7 zqP)GGERK@-WS-aYA`!}y;&#lmKM=CbP&=zd-AU;QLsTiRquXKYsmZzs|_cQj#cBUp3 zS>HHHCJrLGv6qLgMlyqZr?FenO>95PC3NYFw;UpSlQ=(n>n~nsVCIAJ2zz|R$dE|j4+gv$ymb%sgn%qdr)Hq8_&F0k-CD99v1f>TJj@qYc5mVZ_Q9vCl9^gW zEEO2lCq`c!epqVT=q;+0#6@bk-%iC)FH*fPck|^Mp6eg9iGSGjz@hcon>-GPu|srZ z4rsH5qHa1BYvcK8Gw7l~xk0q7D0RKIHfa*QZrB3x$Z0{J1%N4x{bfuoUkxz0FpC58 z@$GVahY>=S*c^18rH4zvTLtj%~(Mz(oGeM8O z2iC+_f99sYCf1~bI0J-!G@(3QAb@AO3EQhh&y!q;L>^nhnAI4_S{H`|LTpPAHT zh-ct!P1`4GB?AQoNnqlwt|0f2bqDaH4FaKkozAIIUi& zWmKt}Wr@ttX}D6YO4-8j^E+&}y=j9aSFaokEYu>y7rp@U1Gdiwd5f+rY^Xiyp4XKl z!|?=3dq_F28;$M-H_;d|oqA<=*by06sVRCn+&7@%OZUIL%>->e5hj?@pKP+WrLL_} zx-H21Y*8*ylL$gEM(_$mp1eT=EKsi84F(6h)C;{jKO`9F%#F_yfo2lak#yVzZMyYB9yBo?3{7yizf4`puhN z_4YjnK^gDV0|8A;(W6_3hirrStFx3=XnHB>1s^?YGM~q*&#gOB#)+#8kTC{dFVcR8 zS1g99k(9aXHTv*0GVmokr`y>+VD(p{kaY={eSI(+Wvy4|h`LP2DP{L8S=TY6qDOyb zU%26(*x@zT>PS!f=V$4xDA%(k4!0j0v4wiyjymUwz&GDG?tys9BTTjkByO9If43Hb zzWM{{E#qOB4R>hE7u!b^KLVwFJkVw%?&3Ync-hFuiO_z_&J2FG(@&&EZb2H}6tCdbA>#-|kftVJ4q1-o&sQo7Pj}AeB1mrvp3jkxjMc17r3H z1ss;EY~(y1wr2!muIDkTsah{<7omZ67iTbI|8!OEW0(B=ktBm+{Obt=491Wa$7tcr z2tsuVyLj|0xCPpbf{i@(?D6tsXi#bZT+%XoGCP}~17J_uG4LfbeVp+RQm!9WP^N!W zgqX0@eJ(u!L25)O3oubsgM=(Jw5+`Hb*Nj!V=rQpVhsM1^)OFw9gogV$>0$&kzjjY z@s8V#$SzCVW?A1ZSXLbJFitllzSsO7xof&|=>#f8zl$|~PJwUxEYj~gU@newuw>c- zWqIoCi36_@=tv^v8rL&!xkD#vW>Di zW#aOeLZ@DRBo_0@tnVk7Xu1W3eE027F!oI!PqmExGqorxs#I~pD@=>w$APsbS!VS+ zuZzVY?-E-+Gb^h<6u2BXh_q|MT?{Adt-gCp3>Vs;eO_W}du;tC(|fzi=RHAHDlQzOl%d|vkP}m(^54cy72SgB@ACs@s-2eW$TCnCN?-{v3_S}oqdc{VDq`)C#iqSPOO=a9Z~ROq+^!@+co`4;t})oTP?f_GY>R%2faD5JTPOAC` z;uiy8MV3=8PE8n5EU`gKP0CYDRWd(@3Y zVQ<}o-Dw%sY!ELK{Re_IMig4P!|VIs|3plD)}Z|t@KNmD)k!H znsO)p_`P|I#LE@#fj7Yzr-10)9{JZxi$`fU;3eGRoPAuv+@5(?tj78`JD?8w zYcEb#k!hp%7NNv)$ktKUbd#a4K0E$ul49s|@PQ*D`OiGUh@fCYFRNK}!aSF;XRzyM z0!c5C?cDjIJ;@AEOL(zRluAn@Dn?5(qCkn9AHw_lNuGCO!4U}z<(D2kAdbRtFu#Ci z*c@Xp3<(kyhu&a<<<}|h7g@Jn_eisBJZVW>VDG-}-;ph(a_0}kOc7#H_W^!KmT{J> zbhgwQLAzC{uk$OXe>QT7@c^lhOp>~X?RvS_n=F#QrVZRGjitZw#A$50JJq1rZ%|NMv}R*svI0-H z-$7OaC-vej?r~+wi>VP+zp85yTMSoJ_sa%YBg-f~+b}s_ z6cr&N9}$QE`?C<-yFn?r3&w!f#b2vTRq;a?qqkg-?-6&9c!%U4YsT&intOwK+t-gg=&Rm%D5^ zK9a`F8&KclE^&U5Uaox()Bcp9$lurm3(-zOvwH#|=k_NadZPi}cdX~7g}NBc>b?>= zh%>96XkSL39~H%i@|4|Fi+tcJV^8@x?{n_Puv;vcFyz)F&JDr#(%n$4=oxqO2?;U? zKXsi39>hYzo$Hvx-o=*{WPIC<v2#$56%V75tbC5L!wamyy_X>L~2Z_(RfuB_!El}icniAfWdw8!d8B9jXA z!6(`dY*=<*)J6*R0KE8+%fzL5-}l&Ft*v}cfCp1Uo$&`^Wu3?VCCSU+`PrK4UL+

#(nm)4#jtPg6i!0Vw6u*C25 z2SNx&=s;_2c$U%G%-yQTmCqzK?i3>(xhTu{6*2#s zkTq5yi-nL{B(^@7f#dzA*v*D4gM!~bg`*#(amKTo5|&6YZ8&#CQC7TAV)4su+ZQJ2 zM|`X%G%a6HBOJK`XeZ-TPBWl>ErsD(sgo!#)HKtTsNBkW^EOUSR)SHI=-Gar6=Vn_ zdOpJ$KmoZIDnZlJqV@)O`e|8afzyr!^o>m#ExgoTv#2N{;688JTxTV{4b7Xe_V#u* zc%YY!BYQu4afSQz6Q29+tcQ0&iE8}*A4qZOjm4ger`3Ru1Ip==XQ+mF1w`O#_f}I= zg)T&AB{uN|riW?Qarz6%@P-+dRGp!On%uoS2A_3O3taHhL;fpz zGV#r4w)fw56Ku7Nx()FP9miP)eN5+GZ5Mk*dpLF5_L5ASM>KFToO9j<5zdOuT5@=D zML}AI9$=;tSGxAC$(A#&eR8uS4f;b$67c!y?%R3t>X$Xyc*e9yiG^UNr+j3@o^!@+y`EeJ5~@|I=g5?|OjO4sye5GojWk8MXO_#EijAigYaa#W;TXSJ2t z?RYlF)h^X#v-5UI%+1qLKH^eX4Fq5 zR)P*rl)HU|)C-XwEhY7kU#L!5q41f)BhEvjzEOKDtl7M?{ryNJKGqps%QI|xcwVlW z?IZ7D9-Dz#04Vj>jx#@hoEFY+*Mxag9Ii<#ofLV?YhRm?tfkysrlVWPm(U#ePAi-m zvwkqv4u-HuRn*X`fxHL%7fL|NZoHh`%dGg6;XE;|q$EJ~cTn$$Ak)pXr|M&*DLK&K zV==edo`bO2izhMMOh0MMGf<`L@1npCmLc~$e`Rh4;1SF|i`53>(`6)n@(g{50jAsL zM^Hy(7d{U=m86dEXk&LeQ4}WFq)m*A zNU5x@4q|yoRB`2!M8jbFq?!5dERRizp{O`_wf2D&J}${(Z`J{tyK$rWa`_{0Y>KDu zA9q)LQrw_?JFfoX0JnrEiELLRNj(j2(e`Bp-LHD?pp>5YKWuZo1}T5}={SExPcck{ zk>?G(8X!K@!A9~4X5WYFUe+f|| zVI*nt3VC@kt@0$cJ)CS6%MNg_y7X|&HqG!Cmn4T(dDrPz`ce#x*(pe0U!16osX16c zMO?}>UdndA5>{zr7ihVoLd;WbkxJ3Oph)-+)C4^90vT(Bkk2MA3>Z? z#017COAqSW5%e~n8t5C^fGj6%&u&j-5Z}i}gEW=(%>yLc zkf`@slp|Glf#53uPO}UfN)Qt};YziZ5g0rCxDbTr>->X^+3)|leF1*j!{dI6! zZhtTWJ{d2J?(Ok~oBCvp1LI}i3uxx!$UHdV+;MaSsxKmNAD&^d!QnX!+F>{m>f^)^ zqHL;_K2rguDX)Mbmc?0C$m^QDvB5*jot$sAjobCcRS)Z7NIjp(;5$R5&-mD)T0S)V zR^=Xh3qmUTDfhsP&36+|07B`Zf0M|&mq;8~iarr0@JF1t1p`y^&O!R#b9NH2J(}%9 zc$~AIYq?n-q`2d^@!1Lv)--~wV$XdgudP7G-NZU7nS1(@UMao>huAERczp>~m!&QE zZ=sRg)~Rr8>RAX;7guNTn8DF%v=$mwqW~;-s^UnjAe)Ywex{Tw|z@gnfp& z#!LUpwt^%3vxLS~Cn^FqPLw6(sq|}0C(-_jZaML#@C=-ab*%3gEY`6q7mx0geEdoCFKwO8kF^Q_%RG^gUx^7FZuEEB{>FjZc{yR!o za@kz&R<$SB`7reK1)d)#XIRDjsZ8`0;g$Gk4=zPy@|{imCKSkm_<*LndPc$a$Kl%Q zsNbJg$sM@UY+UK3QcaBcPwf|25cB+@cy26xkoBhiNVUGnRa)P(;i2TQ`iY!ksR*9J z0kCbOQ2%w+h1(Zz1wHLMnfi`{&+wJe=dgx+&Uw|qQu9;Hf;7!eE8_+4BgxE<{A{|u z%Z+!7ue|wws~3>$BOb>~o^~~B)FK1DABMJgvfI0HUxY#6A|f!{T^NIuWp80#kBKe! zemU*qD<*4iKU=^xkw3P#=TRS7%Y(#C6$oc_>AL@2SZ5fv2yZq zMi4*m>!KMkDrF0|G-T#sGVEoa^H}L6cQ23fvmhF-AR3aP6V9O&l@G==e;_O1zOh9g zKR*Q9?@b6z*$+VbGc9AR8+u+E58{EKIR!9?j>VS%II^7!uhF!>4j!@5ru6r%J1C$7U6Y4NHrPWrnPap`MhfNjy_WuQN^ExT!4nDRk1o++e?wJKgDHtp7_m!^CO%UYjO%^q70C zWc|2*j6Ju@aVLPhGE44ivHd@;+OILSmuLTi+6SMv? zM)N-HN@?UtrlVuGZ_Ym5?Q%qeA^|70&Uy4?p6tv=AfYg{b@;S81U-%~MF{W`FaWPb zlJ#bv4&Y+Z5Js!NRifdh0&U{Zdm&?g4PPZ9F zqNkEs)EQCD1Cx*Y#R%6FuqJlqo1||b=VcDz@YKt$6P0AiVqz|4_^>&e|1zRS<9r|AuOk0$7 z;V@a<%S=}pBwWOH;hq@>>#(Qb=5|dL_`Aia$%lt%w0;{*wHG(hbqQ{(CcfXE_sDj6 z)<PPHRlmYlGhMPTj@Z?^Y1#5~Q;Db&Bdw2SX%o9Nxr)n+;xY@V9_x+%s_M&Y# z5`2b6MFz**`N+kZ1;MKLp2=sEH-bx-J(=;CS03y7o?3CX8Dsade$H#hn+{J_${e}= zQ}*27&@+rj+LfL3ofY#0lT{$a!MQ{mR?RmRZSARRc*?k1n%ox zfTwkjQQ2U+|3kX#^g(pLw%28uMuY5y3l+%nSQ{tCqADg)4q>Y--x(rCII$d6gU>Sc zS|Snsit;$1wV0QRj(4I>rF37ut7wm@I4W$;X~(+nun>?I?z-~vgYoXOnZg-AK0io3 z9d)O5>b~eY`WWP{6c{!(zmCF}YzKjD1U^idV7Pw-GlS$-wqnBkyIWd&*1-XfPK%@y@(T!VX-U+jmG@ zEH#dt0VsbDnxIl9wX|O>f4Zg}&v|hMngL^u6+hcQtmW)JBV;>eROFD;9KU0z{8LtEjHmmgBtJ^|<}dAL3`!gU72%=4q=%nc*D zC)-`783Zv3lG;(Hn=MYD4ZRkga__dyU8*f>;2TqbWJC_2&JcFcceEaA(F|qj%HKeM z>kiv>KK~wmJ7&_+Ows1^&;>TtPBQTb8Hgq?tRcxbi~W?OSEYWO*Ct6~%nLnHbecLC zgAf$Y*%ME=^E}oUU$Rab|8U}Fr(~ImUCa1RG5bm>vNd&o5j-2=$9mvx{U^W!|3rAd zNBY&uUKbLDeDg|$D^HlBD>|#9{jVVtU26IDPN^5$Q9fMKy#cP1kBcSWz09VS{_di+ zJDU1UdoV5ux%LPMan?`f)cB-q{h`8STGd=*ETCPOAe!^D@a}E*n;Yi_Gq$B0pDco& z)R^hGzHt}Hn@66}ZUb|`IX!@k!^zt&AOpo7l?T1r*Bm@zMN&7v%Z=j6zkV}dAKirt zPTvttJcrIr54Y?#CetizcvvLhE(e}3e_QZ?bVwZ%`bqx$s}{TDKIz3$AF>#UdZdba z&es?DSE@ik&O-U0R@DYWLkM-J`yk!`*v`Rs85%mKfWa04dvXD?o4@-=w83-x{|^yR z07xa_?QY>fm$WR;9uG0x6z3TzAA7zdrM@u9Pd>SAqvE+JSP$Kp2>{>cdm%On76mc^ zQebl)aDD_E0v)L09}$OC)gs=nMI(9d91_+v%44C;UaRhLcYc4ug>F54=JW8XZt*NE zD*usKu!t(76>O4Wswm!K=a>&(6#)DOcc@UTQI@5py{R=bssN-;!??NXK?8#`<)(8f zJ(e%FW=swRp?=-{OTn>3PVe?TE(P_R|I5+-wl?`9Ce#!9@$Gwapv)@M?170%g+mlr zG(y%#Q{1omi5x{TyW7i-77D9qXwXaqjy<`da^sVLD_7>PR~ai;903JE40W$NV$nFD zM!Jp*`7+NLz2DhJk+vAtapG{u9{K!iQFj=H4Dpp5FxKI*=E!0fjW75W72P}#N35t# z@Z})o8Jm>DF6h5UInPYim57%R`I6PZ>(VTHp&;H?LX!rCSDfZyVGG1fDDw$c#3AD%jfSj2U6x!eSL1dFQ{?0HmYe?kd^4H(x+Et0KdVjisb4!)x#9pEf zmupLD;@9nMZ+vK=n*bHHnu=*eA7Ay6#N+Pl(ZuC|)|W#fsuYSeRVxY!ySA9bPtWI{ zK~H4VY9W}bwa>w3=Yk7EGR5K{iy@oCd`7SJ6OU1W$sbA_ri+#30`wBBw^Fi8xzY&1 z`2$el)ABzM0pP+Ge8RM|M(-@9lFqs(ZNc8g&%jI0l5i^~$&(IYM3;kxK9K)Ix1|~i zEUAs4HyeRVn&Dfg#u>PXFoaYNAp?MsAqQnQ>29EIcNf&{E+U^4{6aTGrmtC~?msNV z^Y;_q*3v#6#l41&8(V-7a5ZR3IXwsq)?1Tu(gN4@cWr+!(s;eN>XlwtM22kT&^qug`=wV6)WkCR(i<7Wmd`7#21}P`Hj3(oK z{s~Z01F~mAIt;s?0}oX#tx_x4?V^Ku15!v#)GbdEw+p{2jL^o6Ci^|5bCFob81#`i z$vfU(*sRbg91gYUqY6IiF$`{{c|nqNqd)Zx9ROdKrP=z=f<@~pB3Dl}uXp_sU=l!C zu~;F!vD{jawpDJpeYrT`C;Tq@?&ARg%_EWEJR?QtH8v6}i`ZE>{%5=-SyI~ppF!@) z=9z2uhHJk*I~moYfaIp*1vO7IQe+k^k7n) zV28l-(Sl@qybe&0&Vsz3q#F4Zqjc|fj2HIRkQN%d3cYkPUVhbw_y{Gq1&q3c(@*>V z@YfBgCmQjSNM&{pxFCCM7I-{kXfEzBtcVqxgRaQCzxXh{QI)A@7G)mqMtOyVAj0e7 zhQ%a(;V!*<)F#8wXxa+(<@9gZPQ<53-<-`*^xns(GeVUyYAo``(uISEk6G~d7b{1z=%MYt`dapfl#dL*2W-={a8}>FR z=7|>o<;I3gaxDED8Nhj>=0FjLWD!Th`HnE8Dr-vUadGR#H<_0t%;Zn(Ev1iJ<3gL$ zAgVbi8GI|FzUI3roeFx+u^~4Zw$j1vyP@#e-kan<-8CXs{6wkWl=$rzx7Ng)emvr+ z+*WLP;uf8q9^FwNg`_`b-uUX8i2l4pH3g5e{qC=D8>p(qqk%%_D%VJhZ2le7X%30# zN>e;IdeEs3ii*(B+hH=BC%rZ4>IkTgR5L6~(f)z(&mLnyJxx)OAL+6P=8VyK_AdmM zLGI#nRmC0C3=d7D2q~23NOq#h^C0A7EB9%q6BM^#^3?^Q!NiCxv&=DNpWNvu*48(> zx`YBXaVmhj>X$n44ZY>vV_Lrls~-365wCvL(}iy)nl97fIaZkw^aZx?#yaWKet;z( zX($pAcKv-qU%?yL*&>av{Yj+pF4NoE(MB2KKB-$~OYe_O%uGV;vd*#*{}691Lj?0} z^KyHmLC6}5#mSJJoxAU%3(_6fXgsK$*kTWufO1wQhoM8{lRdy+ig*!5qGJt?&y%HD z?QVVDJo_N51{?uE?rJ2u*9Oi8yjj;LGky$5c>w7Bnx5)++834dy;Cl`ivHe$U>)K1 z>47t}%%^0l&SDpbj->x>Lu}eqBKP6G3Z0e zx^xX8Kt;#~tm0G`?I}(rx6qU4!DIMgbjM|PjNN4TtiwyeN>8xATkbC)|Iei;h1Him zP`#^2b)%%Ro@i<`(HbvSH(CUy3{oOY)$b%icI_Xc6inHfPuyv4OpX(cIANMio1@q}gktC?AY7F%o5ofusMZXoxB zqo$+<4#SCL>;}k(s=QrusDvV}!FQu$PYI!g9_9gNi}n!=2?4K0#dOv$ZtOq%na8p{ zHc3T%W0f3}wiLldREUji?a^o!o861_hNCJhzI|(1Xng@K&4r6{`2A*3j)Ntu7R z8fx-!+fW1|Dn7t9BHsT>m_YOO-&u;cH~x2aL>QXxP-qDzV0Md`AIWWp1t9!prk~(s z&lL6U%)PTrsDU$OW{6-^-2gbomwUtewq1*S4;^SORc`~#Y|Ub47b+d$s+u0|aDS{U zp+P|#bTgkJucc}B&z84`f*5vf?=GA9y z8d{2qD=5r;1jFBx*|~+^Wh8 zha>Fghc`~Gn@T3E1fP{i4?d?Bn7#j$*=ZxYD#Y8&20pCUIlFrky=ZXKL}xlGCF$Ui z$6Arh&mdyHNJ>c|AikmE7Lq-dEjq3r=0*wKD*)CUFU0q^T+Qo7H&H&QN@QVKU6R4d zY^xCb<~S>STf%;c*bJ~X;HbRJV&~>yHfYPr(h!#m-cw|EDKggSV^k{F4Xlr&Z#1}nz4Rw$H(bPb+_UvqeJxf zTeBb|YFA@Ix@^lk^W<`!qW{e8k~=3ESdiAg)T^Onam?s~B`l4qSZC|%nrj8wBw*6{W|VtGY0pz%xUrG`{)I@9-_(BVZtZB z>w%k1@8Wu5HSj}cgWmG(BnZaGhcp34pf5F~7W8(fi@8tTcW5SYwPe>US_Dvb)}^~Y z8AlRupe-Sq;FFw7kwm8@~lRx4D_>Y z+7-JPE1Yp0l$Qgz5c|pwkk7p_YkDOF9dm$rAh4ywnPN0L(}Sx_l0y z;#NpkS0Ky<>jKP1qG3@2FrT0KQO2~yIs7DP6}C$4_Mat!mW!tLpt-hMr$dy2qPoJ@ zpNTfyq0|Z=AoUyX2`BGX#kt(b$z{9yTZEC9L%2C!EdeSoSBhuXOxl)z)9qlAwd2Jr zXPG06T%CRw+dDXP`JRYl@Fm3nZ>D+#?PfGm} z2)W)81xe4}MumZt8OCp68m+(YY!nE|Qg68^tH=x4bMc0Kl@h>l7lAd~KV1tY{54$t z=+x}z>O)HkJ^nJ`czCioCVzv{wtVO=FT2Ntj;(#$C^$=IXCrwf-^?`H;X`QCDGBcx zDX`+bdvnuxqv;8eoAGp!Os(ps_5<7$21+ermFB_sUUalI)MO zmZavwSV&HXRY>F*ek82K+FZMMj+`;|0|ZFfdu`(z=>}m&J+u%g0Tmw5D6q(wnQcPU^K-vCpu#^n7;9 zq{T>^yNu;P-z5^(%*Nz9x7jypB@f_$-i*!9;Sr7>x;DwFZsM;{g? z6SqrKrI29icp{qUl2x;F&ExGy^>4tfnCnEGQRHfSslj*lS_8;Gxm(uZ_MwYWNAQ%w8IZw{9#m#WmtJXyr z6#lMDsr@_|9htDrm^SQW3wabfJLZ{)8TD4QoImoLmX}I#-L88T5N2BR?5GI1D~?iS zu?n&bDIc7d27(0Fr1giu;6@DL?U~72tku{W`Dya&^D4-0CYs`o?*3B;xBb{rC?`=z8UnM-M%pfXC723KL+OBOjm>reNKSA&Pi zq$IV~{v&WH;sYkW4>@VOlUYvu*sl6>tt4BjnW>pBrsomyWjzfLqONU{Jz;{4*V=(r zu+pMb#^~%*#}&YNYgCMk68BZ?puho(SkV4#>X3G7DasO~uhS*TzZe5n*q%s#ln;Ds zBCE@=jp^pK30*TuYLcD~UO%2BtVP={#oCNnSqS4Mttp#la@76R)6ZQ%y#ko$*ay}z zo#rpx8*02zS7sEazfot=t>ENejJ&ev8Ev#Y5C0@{3)o9V2)i2F*BQW2M)PAV5}FtJ zn8#OrdLSNjC8zmVuaye(!9!gSaEh3nHj=FCnfP3ClXQ!%4vwoI$F?xdFtQA`Z*sT= zE_o~xN+n#Yf2klK8EbTDKoW{xN`H?&1|?()D9Asq9e){%zn8_tnx1q-252akrNcfs zt6JS#88l6$B*xrR33etxz8{IC|A%SEDu@SxH30+QN&HVs1p&yX{Wp7UPx~*vwC?(? zlFN0)H;u(`b$SaDN?BLFtg)tR-U1xe5DsjE0Oj+6I=?iqiB^Wu`{}8r3rG4q zxq|h@i~ozVw~UJF@7uly5D`U?6eLDzK~TCG5CIYCZWYOq?%afQ2?(Pg4APAt-AGAy zcQ*_@#Ej4Oyz2a4_kF*3UbtMMvSu@T_U{|V@j2GUN4np z7d*2yZ|hKhekB$tvPXuSM;Rx*oE$Ew3taq>(%{ z;j}azU16iy0PdCpTtt7LeK$EtwFp#6^#NIICD>{UB*hzw_zmb)g$|5aOX|ink#uCLMmv9soFR z3Y`u?JisI?Mb*$&yIWZL@}nZA-a?p%80H){=%pQ1l+_Sb=sNx* z^I6BU+&~ZqgR{DDY>(W)`f!fJyRvUCtYjvA%-ykok_ZlK0vR^j68)TY$o5)iJyJq* ziSS~Aoq;XG>h}{8S3l?bvuJz(-@cd$1ZcqV$yszQLaDh>^*L$ zeRG(g-Wp)6-m}v?WUWf}l2C9?cBSUDxc^mT1vxK-hfgg5CZ7)b*ntwNcym zVyRv`!Lu8qNQA(sJB!^t>>xs@3Oa=)8hW4TLHv88=J|fx;n9l*m23szT)(>6>c8(y$(cFXl9NcQw`8XMc2n080P|s% zFpg?hbJ8k5UvGe?t@T*kK z#lDw!8p(#b?2-g8Un05U?g5s%pwu$yJ5dy?}}0HKF-!%E-y0 zvumu>>`M*puN}tO=Aca$^QwM8vwWAlOODFCP76EWj9tuT>5eeUB1tcFS5g%y+0h11 zG2+&@xm}I`vmU8GA!*G1`v4KbNcwq^}V}Njn zBP|h5l15fht_yl|n;M!^fhxUoR|L8BGbQSXZl$^^ z5rV*Yz&~b3>Rw-Ft>BfFvb>Zs$;NA==i6hIh8?@GNk8c?FI~s=~5i5l8GLvyeiGL8f?ewW6&&?G|njI@Zq>MK4yOBxY1E% z+>fkNNtcIt(#q3+3fy^tM+{E9=^w}=FC_YYe4+z|px%S&z%y?@hdO8$eEh%N!+rvP zeJXkXkKqek2O*varkPb4;2OuH}oh8ctVL66clSp=*Vp|59Dl^O@g5w|J)OvhJxI(3y5NkPGI?dJ0TLU+eeT_m8*qPB>nX zk4%;>`bs985UI)Ecue#%kItHs6p+L9Z-(g5!2peESdh)m?4_XwwzmbN4r|XXfw7;& z4CG#}@&B7D4-QZ2wsJ)q3iQOp`bZ2^I83`F^cVSXbUxFo{CcN`iH%7@vSQl1Wpga1 z1RXviT{-von48*nA78wx1~l1qS&L?!1-f%(kKK87^HpXL@CzeN=fhF%skp5lzA#@H zcb`%2_&9_tMzO^KK-GkKZ-paO5Ul#Adf(YIofJU`)_K_Ef+Rs9{OsO@E zAq*Q0?~S($Xg_KZbqfX=Qxd#^{X&w%FXL`hMHMYd2$DSUar6LNbZ4op%jdSK?&Gf= zb+0=&MaSiGfaPQ>o9xQUpw(m2Pj%jD?@gI%Fzgj5cQ&8Bp?98zCdFpoIcL?}|?*yWqmC%ltOaHb+yc0kW~_PS_i+{nfW@-QgLf|mV?rKR!y2Tjfr~Y#tG%F z@jbM_;u@+y-X-6XS0PW)ilT~fTTfc=HZD`Q#zP{yNYZxCEbtSXgEnZrR4hz#4auH< z*}!l|Q|`LC5004U$ANPGFIL>bxX*Z4j`8+0lUaj<+CaO+t4W(_M_~ebC5UCbv;&kG zXJE^i5Vaq+OgjfCk6foHU-e$Sz&b}Yd4<@0E>%l}pzxg$j|6Zi5GW#CQhiD~l#CNz zivyV=Q6RkYFG1=fLj?;3&MJ~r@}B#1mAl)QV<{0<6N!oOM(jUrV(S>GAm6+FJ5l~% zBWS)OJknBIv1xH^HcIsRj&~Zfr5u6j@i#0(!X_5MAdmYH;U|D=5&x-~JpLKzI0ad5 zWPq{4VV!*GIPAyxo?g-;5u=g-KCs#j*)py&_BfR5SU$eu+&w&)+OWOw>u~iPB#7!l zol7^2j&t3f&`og!+{E*DS2jZhW7;tAhElYAL1)&F3LBWp=a{(1ICfV%cIc$j(2QYm zm^EV<*Y0wMYi^4jpbbkgGj?xeVR@1U@Cr#C*~7SVz+@K^5T6_qDyp22w_OH5vxDC) zEODSO>Mccle9T?v3XxWoBV4ZmZcSdxR1M#8_dVMG)u9kUaeSTDSK)Z2!fc8syumPb zVpVZ?vkEDaL{0niIwB@V13ey;^U;Q})v)`xD(yn&8r)1C89iw2Y#-eA6>J2$VB0qK ztKf3?3-D^sqT*2Bs5cqY+*_D$HN8h0I!sGPsGLftZ5&9?0|dV+Ht zoR#mM4#I!8;^-O9dv)7{$e2sp>!{7&_sbEx_j8V%JPnSMt^`PT&TF$eHHg@D2cK4w z6HT5AOSF3ov<-j&!W>N59{@6>U_7>T*W}9SSCY@M;FkWwxHymbCQkBGCRmjHQht@X zz0W{Fzx}(`m%$5|s&$H9R_a#;T78C#cl~!FB zJf+}zBWCG_#ZemJCg^h7i}+yi0r{HbFn2~@3h;fYivdAx>fxQD_4|MuE;c(Ydi$an z+QV(Q@ff75f8Ua#J<%4n(d&f7w8*l><_qb78ZJEOu%7^1P4J9e(v_R@Vp6ot^J!ut z|KuT$!sKMJLGs=OZl_4H$pX~YJvLtQN7q3R9UpCvWV3Qzm{Lccb)J_^#)36pO2;%X zuMoiJGM!brH(bjf#blJ5pD{?J4U50Y9k>h?n(@Fu9C;|NwXge)uVf&)@4 zr3>b=&>5*H`rSs3!Hvc`&G47|`jooT9fSEE{T>%lE(EeM<$V`AG$?D`fuNGN#M!b9 z=4JyADWphN%0aXDSR#Y6X8QbwtsNjo!82wxq8;w}l#_|`iW1nU0X5gw=~L{Z?FAy7 zb0J`|bXt0qcv+#oPoWVbk&i)AIRp>#25d29oIW7bJ~}qzArmvBZaCx z2qSmghp+$dKDfX72L0aBmhanSJ&c`X1~2>f?J4k?@1OsE!Q^SFo}BK}XcP z;^g!44Q!DS3@(vDCxC|z=>k_YqPRt1#6DKE{`JO?n}0QiGarnm7I#;aN7aiG=cG-x z=P0g=E1kXl$@09c3fd;JQ6jLPN&Vb~vPRT?^7n21(K5y29oFUTlbWj#P}-O~>$LAMcpGwgMx*X-nj{F!(S_3} z^L&z%eLoAf5C0Z^sx`-kl^Tbg9zd}HoGc~ps==_PTk#=*Ds{x~tDH5yay9Ne!)aP% z9wd+jmtX{s|3C!ruE7SE15~B`fh753fsF(ga0co76AZ`!^;t#)M*`pfr+^#8SDXx= z(FY8l61>ZkME@>wXCar0BUz@&Ux&h8y}bJJIi{H7F2jcoRDAchn4Al6kCy`m7pP!O zk$*GGD*m>pjf5aW!U;PEqAjubAcyjkWSB`!hfcJP=dw)S09I%w=Bk$GwPG`nhdNS9P_s>Lpgzdz* zXkZpJ7Pcm`&|ZrL22hfQjvTAIZRgu}Fky_gKd^MaXOn8#1=U zuG*bJWGpC@dm1U4bv;lO2cX8WRC)$8?hnS7*?;vpABhjlg}SPtAsI11Ns;qqb`CMZ z(kvb!E|&tzLV}3LMH!N>s^3*sMu;&6;YP-PW2bxnZGy+j#$nk=p}4rLGS}YT9q%gR zGHEA=_$B+9q!&%-Wj~`!)7Pq!(?Nv%i21l3t$Nc%`rIcHc}e7c_(sKDPa7eF(fi7+ zhKkIwH}S+AF%2q|KS5>1gs7j*)7Gv^{0rtz;$>%cWc!^;pZ zk>9T#9kz6)5VVHoGpe)Iv`Z!!y{x*}8L9a>f{PT~Sof{-^glf<5KL5?E`jo;7Fzc~ z{;|5%`M>YH({O>j?Fp*NB!SbulWb1mqSZJL2y^CJ1yeslVVYgISR3})U_JEhS%WoJ z7>A%I)O+}qyqQ|pe0IW`sM@#w--UARMD zo!3c<;d>5<-SEh=bex?*N4*d1XEK$;I{0K{ddZmP^Z}6;4ffL;dn9f?_D{SYrFAh6 z)0g%*XU&CScVBv5dUtNAxf3ixQVF@Q;b4S9m*C{?+a%s%KfIchJN61pkiZV7J}=vl zr6`hCZLC~W){Nd`YV$BjH|QSEMe-r5pExlrq=}-D>18|`sh-%;6>7)5ced!<-TVa- zb5@D;WNlbN227{=9~$>7Mo9=fy=$;qG1n6DA@Ys*mny1d4gZ!+k_I0_#9MPP@?)PL zNB&6(3Fi9=m#G0*0y|x?y=rVa@*P?CiJM!SLUPhf6Y~X53=R@hgVXtc4~b?&1l8ew z26P0LXY_0(J4|UhQ1Us-@T~t4Ael|0WmoNlRBKscSWH)u1yEGcjs$mi8_Ca^^s4g# zu8UObwf}~(;4IhfCnimFM9hhtEibdmat#^mA|GE9lPu{21TI2hrxLfl3o?AZ-;0)B zGK5|`oo4?FY56yTCSP>oT5W;)QPUC^_bNFLTU43Zd$!G)DUh!v5^H!I9C$Eru z!e;(nwa-2S?X+0SGfxiI8h_uDp&0bN++_7~lZy`|gXG3F7gN^ZeLm)-=S;4W*P3kF z)d{6Ucv}G-euC_UU{%%+3zJ`L!gy+A8!Pn2=UtZa131OK`MkXZqoZ=$vo5LNOhDUy zNaavvpbQ+VY-6W?5dQ#TM* zuT`=g!rDLF?-8GSp>``~Q=!##$I!j2f>^c=`}L$=BqXv_g;ZlHr=+j$X?sE=Jvssl zibW`%oBLF{xd(Ws-c;#c@ITnpSMnh-k<>-IU1=-@jpyN-um8fzeIV9nqVsCvCiyXE zTm(YYO;DfQjh~8~8|%L#Jn|5Ra{4kgzS-cK8Z$CZReee`o{q8*MFcDc zHv}*yJk0qu4UTwE2I#f~9gW&?!iuQ`o|wk5c9-I%WJ366=uRmQoK*>WQ-uy?!Le6HzkA_cu(Y>=lgj`I1Sg8gf;FZ7K04 zm8ytL;0ZrY)<2HC(GS_jd!$`Grgu*%*A{MoCK(YBpaim%)N4S#_XFg>kz^na=sN2) z!GJYh76TaTG~paB7zfB{%Hn_hvIr54gM&D`&lBD@n6PCGpEP#hxN&C97li%H{PYfz z+#mU7Dk1BzaIfC;@?)Ik1B#$@5rbq9SvjDkftjz7z<%u~X_GLXX=~)G!gjb-KPEF^ zdf0IxRC?j#@rDmvYJoH*cp9@P^Fu@UeKDmOHZi`aA0?X#z(Kpmw^L4K&1KBY!P?{% zQ1GU#SAfpQ()S$kvazhG?TWeR_;}hRWS-(dgio%8`X_W6CN=vm2+%g>czUiKiVyP+YZ zLeH;9iAp%udln)p_YFtqO=B5`*s% z(pZqP6SXl&z7y%37cTKc0j&$fXvPKG1oOKi+|2dKB;Z@u{8vr`;?LNEB|)7ROA~hX z5c}Q!fjae!N8QFJSK{lB^ujd4D{Jju#WCqtsnC(QRt3cQzN#Nl%s7vt~swb9+(UNvE)(zGvE zJ=wdknm7WK$Iy@EMKUWf;Vuz#fKGit_mEcHE!xnY_)<+eKZr(rWYRQRYnk4l6-s{K zjhAcE<6*kqM|4wNxl>A)azLs(XYG{f5ORk6%f5L8bWYITTo5M`VnY>$|93~CiqE&q zsu7$x>O~&2qhdmecdfm#`3HjWT*zfDE3Xzw8m9pkB886Ah+2vh2?%KB=R2D&H4$P_x1>A%fs-V=tLl}ESacDSj3$n z8A|Dg0f9EZbl;^2Dm{4FH0N@|w*mT{FcwWpQJaXcN76*7q-@-=X2+J*0JQGTQ7kC4T}O^uiIec|)`x*~9ye=JSmn`fhrEh}Uy75RpWig?Ozd2>LlZ6{&kJ(V zLVuCs3mBjY8xf5>G-+*`PK6q&-{|WL*83r188d%fE!pZK&vaSOM!!;Wkpj~V=sTp= zUuez0Fo`c)13We<`@u!DSq|{a?2iuQR#Uvo*}=tDg?H1buZ7Xn*4}u&x7gwRYi5S~ z5&b?BiC@5CMwy^{A@pGTt|RcD%gS_@hRIj-`r_V#x($_#(U0KDWbo_)i>=YqB#`13 za|7{RABP?B4u&g@Gl^)?$FT+0VC!jMF}emih>*vsVCdG-U#;|C{>b~%uy^h=8AKYJ zX+%-1GIYZ;FoIkL@TH%XNTAt3n!vynsA`)|*u397ZLMIR5q#0qd3`kzjuz@*Y8m&e zrpkuT1d_EC{d#P4!L<<8>OV26L&a!K`S!6*$*PZ}N=RN<^Dmj9n`pimAfy3X!fE@w}T3 z&f#6VDTSr(Ok=3%Pa73~n~O;tdaZ5g*gHqzS(SGJ#W<-{l#hB_<)ZF3BFP;+!3WxM z@->Qc*m+NI;#HZV!OLHA4L-V;@w4NdUt}^YD{JXPD=TiSuC0EsbvlR{F1O5o&{36z z22{NE0R785VrEzo0~!f?0(GBYC5TBOlmb2Q9Ay(SeVV))V$aI1v!19f#&HTW4it|y zhAqd$=m!^gU}C{7hZXCmUB$dd$1LEC;q~&y@rOTGcq z+Iv>v(TD3*+%&qlmmkhnav?+L020VPL{`BkO%;X8hp8<$pcX<(nsU?l>XPyy!GPp1# z^9S%GCr;wE8S=(?LXjsK&DP#VS2D&s!RpFe~kKMiO zS3lfn3445T@pZo~3c7{GHY9JV}G znV-f|)Khri|Bcg(`P%o`m$4zW{(Si?_H2QuH8*`-k;btT){NG;+{M7%n)RE`1_D2@ zncwACSXJy-UR^;tJ_86`ui`GeVgAEIvXqnFgKDxK8@~?7 z;o#deh8?TF0_0;?FMzriGj+bcn>3r8BARM(f!nTXE&WBe6PCxm!_UX2bWcRt)60c_ z{Wyi)+PuuxSA0v9gVmQlg0?xsLW{cD@%k-L<~13wZ21jF*iYn+W--#jOo!L(ft|IL zNlJ}HIUaGj*eAah)St<(;(H2cHH{PrD4N=N;r5U|1Qz3NNwzt%LGG18_Iwna!^ZRwJR!fy{`eOyNYZA4~@po`vcGS<%Q+DI!Njkiz zy(GiZ3p=1(-BauRq>B724ya;&v-n9^K=IXKacth6JYqK< zx%g#~9N3+MA%?4CaDgtP!>5=AVDq$)W7Ph$`u2bZUSN=?z_vo&NYq5p@aQS%_^cBD zk+0v8Llu=Vx6QX=Rxf+_%~m30^czV>@x&MJx8sreKB-}MpuB7KTbeGDIbe?01{P0u zJa2cah9Oul(7o4?-Pz6r419s{B7YeP8p&$|qxFg&$6eJO(eirGb*Ejahd^_b=hJ^T z;z2*2sHM5T>r~;mk;kyruxe|Nie`gKai~!Iwd5566X3JulB+;e6O(dBVz+Mzd3!stRz2C&ac|iZ9j_XbmD`vTQBO#A~UL z%+dV^Hne;^UCg;%tThYq-D{5#2d%gd{vMr=K!V99OB{P(S>Vpk9CZ7>!N#qgR51z& zHn>jHB~HNkO?UG>c?Uz~63g>>j_Rt&>)o`H8qz@U!F&BU_v<4#p~?Z{8XsnU1qBwW{~Xt5qEdS*3msgA<7ll&_7% zxja-|gW?h^JsY^d%G1J(yDSi+`Qoay{f)JLMR5*6f)le-Yc=$-h&I#2#9{tCV^j2z zOxD&Wex+;g)_FE;mY{gS#5hHCB5u9sS1BjZA10YsPF)l-7cy8Wb_HDSq#Y@q$G4~J z%1DgjQqN!vA%1;({v(&~eK_x{j0ivEDw*z1s)rJb zV-+>@HZz|{Zc0z$TytXO4abVSmIngFS#DK4_~@qICRkMb?M9|+hx8=R=1Y*MtgjCk zOip*&z{%Q)Om7#cZ9hl|jyIq1jM{5RDf{%mAPkqCEv;+0(YFyjw*sRw5(o+8XZ8C7 z@fD8hZMMi;c^8u_e45_57!!G|=Uj#5pU}s{bbg-gz3EBp%6>^6^9nM32<+k6(S<0Z zY?4h3YbL9l9!Mi-ZiI`e5C86iAZ}O zxFMuv;qJB2VyOSflU{`PenU-buk-*-^X+F2L3qM6UF)^ekY-du&YmzMpq?+1$nx%`BrY)lBYm-CrYZKK#IWQBx*!8wF{2yy)f|AkM})yQZyvUi6idNS9IX^{ zLJxX!wmrYzFb$6~Y_#pR-a2ytHT7O|It`5#BSj3`XUoD5r4!@inkm=!4*8S@#o4m- zrq~-s$vP;_2uRz0@tnsvlDyp~q>M0IilOv=UaKTyP~&Alv@Wp|4Q3<6jO6rsUMA(e zi$Aw2XzBsRz6}3fqaAA>m>N+kXjn5pGuSbeH$i847)FW@9KZYn z(Z&YiP1ksUGqSLZ`Dy(=M_bnEAr<@X4pzezT1~*-%~3L?{jDf<2#fk<##pQQ*B6g9 ze|ZV!b$4G?tzQ|)MW4}_RtK>LjlaxP{k`o-%^*!Mj5LNVs!+_LO|*gA=s;(lC&`R% z;?FlKf$FK>5+VaKvAdKra`^?cr`z7+ricN2gV?(Eo%=(ePih@hw0`ga)kLZ|FE`5` z$pfn0t@tm0Gba9Y>2qyutubC9j%N4tl1$nyDMMRrp~rIa4g2i^B&WW={F{RhWapTUuo6)WOv zMWFn!lP*){ssOXWl!ukUMJ|?*Y`MYiRR9=y%Bd$GEIM7b1deu&gs_4@F9~)Yc9x<#1Qx?J=$|ZC z-e-a_>m}L0`^ifR-o)<1#g^|!Jh|4h$n3L@qDx#?;@S>rmx7 z{J{jqT?O>5PlK@#|E}yi*+4bPUqDHMuoAFC`D6M2bym`QOtfsgyry+O;?3tej_b9D z9IX@wsvq{pyscqOC|-lMl5ir=Ykl>A|K*0Kr~BtA``{2tvIPZgWfmbyF}%#YT|ZM@ z`Jc3k>{AB&CXB+u#TAzcEX$MSf_d#JHJRBpGT%0*rtdy>PYm5cY-}qs7=Kcj8~lH7s>oD z6%HTy-18#PAfOS0jsg4M(3|Ea!DQ;NiLk{ZI z%8K}V(agYSXv3~V6Y}^7W7qaZ76TY(2WXQyn}=Y?xZudMC9PbuCP)%E<$ zRK5o!HhmpcDeBDp)nl%95Gt0lSco^|MFj@Mqz&jV9W*kcy;_gNTVPcc>I%1@7zV*p zup3Sc5npm7IsZ8v6cSJmKjeN9YttW_R*L_=rW?43X!&hi>=hkxVBEBL5ZFkCLLlsI zn#wCETduUGgQtDeM4vJRb}>|Z@9^OFgtkA8C`+!}3FF5wstRWI4jNGQ%l!^kJQaRN z>}k8GlZLiC^F>w0R~ms~pAr7kGHbF()o`baQiib|epP%py(9>aGcc0upC6v{-Bpz% z#g|_cF5r*c%YqJeoS-mdUNI_hkVe`h~=z&BDl+*FyluN%)E{%cedeR9wW) zDr?3k-MLPW#x4KtbK!nn|IzSP^7|a>FHg(#OS8VHe@lt;Y$*T9jwWvwl}JRqEi`1C zdCL7L+J!eJj;os*-$X4nXM~AzlQJbuzt3!`k9&AYPz66z?RO0U0Ox?n$!~jKA?B`j=ilaVEmj!6V;eu|!}T6jTd z_J-_{k@0r-#Dtf#Xn_i}#cokd3D7-CTwm!Ww1Y79nz^b{kiDeFV?MbKvcEKsFY;EM zAkNDBjj{q91P67}WA^1p08nPWbGu*>z%xQ;wtD1==Vi1cL{f<$)|vA?xfQxj+2}SH z)@*F>Q_5Y(hnQ8t)V_Of*b5(bxPMGh3G$V+D2glz?q*Y`RunC>GybHKzF=U7VHCS_ z$B4Uwlarl{)*WHZcmiGaxte&iRC04$R4BT_#}QbDYgg1C*Oy0qsa{}r_@qf3I6C1V z>)QS8{m5SF(Mf4SUPq<|ma)8~z;ofCTFXdAscg(fe;PZ^`9%fwvZm#fA!Jr7pJQ4@ z&Ph%^P(9+Oe4w`iDj2y0FQDOH|19INPEKCA#4y)DV(2}0JW}L#7xkO*-CYf8YAs7x z@ix$jo&vjM*p)jt!*baX=zPu-WgX60dh)f%v*Kv?$#z%e#rctyuY3wyfVixsLiw2K zYv(EPP(WJqluN9GD#_?zhMOhvx6~hqC6|4%ctehxM(WqCKF_H4=p3xybKFuLgq|hup9S9CG=&89176 zaExDXmiZ1oiT)lNOr!gr^h`Op!M6UtX+CCQSI}j7S3_{H$^$*!Hu;`WVtL>9e$#`F z$X+i09`=o%0n_cA>&pp~rGtAj@H4Lw(%FZYUFM_4l~L_hj#^&PU~TG$kpZ0jE}&;? z4sDHwi}LZ#L@YG}P>uHsvx#)7^w&FeidwY6f?X3mClAN=zZ3lo z)q5ZNTj${qTDr2>AlQ-=RDN7w;5xe21QS>SJ29(}UIgwbE+g@+^vBv1Db7{bWsQ^l zIbNPIlSx)c{QEzId>8`72i-s)c$dJAyK8Gvc2G2;GZ9L902E#eWR^GTMz%WKO@7tM z!|l1|-nBRVlQ`&brcH%*&SY*f!`Z=&{s-RNyGKp0AZJf0Ci!_g^9|PYUJ}c{liUGR zx_@5F92&GXQVs9fy3iQI^S*HEO;cFK2OcMwQ>!3o&MDWY?V4c}UHS64*7HvS#J+rc zS=PZ^W7E8mas_alM`NJ|aD-aBm;0H@pNs8*!WEv(D%=|zy z0`TC&iM8*!oyU|dx2&>+9xD=RPvso{z;J8~_Ys}f{G~f1Cq1*n#KRRof=A~@UeuXng|@WK{x^L-Ll|mH08dTva!^O<}Yt+W!xr1zxDE-o7DaX`l(2DPQTU5 zLL%#zU4Z+v$bDv8ZE7Z_)ZlLk%R>n?xmuC)T{-6fXrz$|_}`Dca+^C!C=7^gcU`dX zU*+XJu;{sW)3GhpPdiGMT3AEPhq$nZoJgBH%iV^}$5+}Aas3E(Xy3HNi5&zfnI>%5 zuO0y4wlXqZJI#@Gt9xQAFNjDJK)@T8wTkaOqL+)^Wj((>eaf>DQ z6A!A(L4Pa0y`urmcZAJnixb~1@nb@q=bG`(bT8=+%isNwjQ6`@Mr>2yav&BpafE=9 zq(+XsAxTNg%Z80E^Wmx4i;y(k*_(ek%#8_!B$Q}AnZxYVM9;CDBqo;h1lkX=% zmtdxvgA{|zmHc+44%GwvgoZYa*YD%J<(7VYfiQ^C9qt4gVPe9|VIjVRsJ@V}gTAQN zt;7890Sd&cvh$K)S@1?AzY&Ut0*ePE*0I}!^lK+W&)kD{^SdKO>GSi6C64v6B50co zZz-?)W43lng3@h(S?qnWvkkF?rdkPhJUgR9?)as?yQfjgdvAYg;VWGAzx=I5uOOMQ z6hT~fxX?!E;;x*qMEjTo)WG(8tz7lX-#9UGnwYpYU8LvixD-f5v>fsj#yntJ1 zy?dUp;TSu3sY4DfPFEJeK_Vd>d5(o*1*8~?vL~mllFTZiKEmm<>ff=)5=*H*ldOmy zA8udSd2D><5vL@%o5{<8A90>I%RNSbJPX^>u16S_;L_seaUGtkzur7z&Z~wq1EAa|<97tOpG-}@ zx&LKnB1`dqHn;Ym>Ft^}7p-`uxOc4IbymV@@u}CL%GW6YI!`&PrpDp$`E%;#c2-2* ztH@3HrIeB*0ypWu50vi+oX5EEDo}}Bhl5B<#-)mXV=Wn%{iF))PdfkcmA@U!2Y@mq z4;?5wWXwP2;v?CzdLw<#FjLlVTW*<8>VW{=aVy-8tGz9cg7lFGb8J99I}LOEAkO>` zFfdCD1z_%aLa{`kn0-0Ft9r=Wl&*k@?m z`IRn!wAnq_55$Kf_HsfG$hNM0F!s@H+H6(GwajPgt$nvoW8>I5RtP23IzZ$t zF>36?*gx@}sPfp+!s>@BzM~uYH-~R712l!Osme~ZK$-CpHXS3$Wy|&-wvpS^VkCVx zeHwD{#;(=CSe!4gT_#gdsidae=hXP5A)M2IQ(K`oZktM0&t~q^yX~j-1dBE%ZQ+}_ z@hvvG2-Rks$A6zTBEU+$&mr_B3jZ6IXPM!=p~dftk5Rn@+RT`-^K1VN2z?ags;Eh4 zvfS9-uDATs%p9RD&zcHfq9H?MbN;8s6@i`R0A6CyN39JDyH?3|mw%qDGiLVKj^;My zO=CF;N_j`1?SyhI?CN=XXz_kMG`BVL)fL%^;-~p){O9qVN?fBjdoEGnD2AyR0iyVK z1~4=>I?gHDJ%+QmM}#Q*759_oHmhf;@NYvM6);cF%WI|1j>f%3K!uKW%ek8O&B!if`lj!`UNFx7 zoJtk-C3I<`jfpOkm-nxo3rXo`LH)N)kCBD1`@qP zbJKmR9o>aJbcc0sO7X-rPZ^UDVsp3}fX*q`^BINV{R-O7$2M?sB~E)@72Rwg(0WN*a#cP%n}#!30-%TYCUPufr^ zt!}76^%s9K=otPzv!^@;UNURfq7Dgck7TjBSiC$$`zv3JpqR@YFsND>mgS~@KhzmY zZ%H<5HIlXVxg{-CP(91>ncC+gVX(3$1Cvb<4s*El;)WC9;0I6TmuURfgp=Xiygas& zR=D-cKn9uAK&6v@BQZK?>3~l5>6t{&1uAOTKslLNZ6{iqVKE6Zh`2im+MTv0a9<$8 zhHxJN)v){CMyQE^Q}f|d%ErV!HKVxcdy_ZbJNDv(Ig&G;A(-2jO&Co1AIQonJ~FJ> z1#L@jWz5jX0cXN$Ss{ z4~si%UwxCuvihnt&eOZQ6RP1aMUO-%&*4fVUd`dk0m$MVDlEfbiHlcx!rmSu@9$EG zq5mc!9xMtRr_YSSHg(4SKo0hD{y?C)v~3fQeJJC>*GS$&+a1w3k?{O`wD+#P5g>XD zqRcH1z>oQ$kRcePbPo(tnm(xKSyp0ezkI^LRvxVT=+2W@=hA9JZg($Q@8PiLlvqQ4 zVyX}tW4Ls}_7mW@|G$0;IGg^TcRxQ4$-iC4hA%UE0<2B$TJ!2EN{pTMDphKgMGDL9 z-{E6t+f;%$BYatF%7V) zW4H`TvP&k^o2h&w`scEB$Famyre-tD@8p+q^KAE`Hte(Ei9n3!NDlQQTO~E z&d{&>%pdnH++X=I#m2mxDRPc)8KebF1iTel&(Fe!_H40mm+I1woX(R*3eeX-b%ra} zU{sRSCg@^pPa6Y6s&GZJz-@K8Y3AEAp92SPzE&7JSv!o=+p6_Rlm?#Fk~Ob5 zXlZ{aZQhn*NQqH8)M-r>s0oy=K+&2=+gMS=zD`6ePeO2Swe%G4LMC@&I{ZYysf@8l zVry&Sw#uiY{(Ui9RewOvdj2paB_G@8&_Vjb!75ROrc6hU4o^piEHbSO5Xj_| z_uR~~snlhSk8QH0(T%qE0p#sTgxfuWIs+S@TF+BeqO|5JKI*?Wg8?qP&}<{{F} zZSL$z1;KqFBev~W5jCy(IquUoS*G4@of?=K;m@aI;p33U7QSb@jKY3*u(5+X;KYg8 zG&>&Ld8|4d7%4X=wWp5e{8fo1LKUS(*s&$O#n1X2=@G}%BPiy11B|av`}-+>0T8q| zJ{uON%wo+bRN#$*O4#kwTjt@*x7LGS#66}E6{Rb9Oml-_*^d`Md>_U&MKllNJ_PK-z4bEPg%lp7 z{^V=79S+raZ`LDn!w+(%F%iufScUoSO(`+l%B){hOCBR?;KD9})!_o;?ri5-YZNyN zlUqfrQ+4Mx!K=!rBm%E0VCUlhcw9Nsoa{_;oqjP3)~yfbF}iu-oju*QF}SCJ)=8l? zxdu>530L|V*7vQ8%4ZFliGbks8!;fnb_4Na7MGqbS?cg6V%dk4OXX#qVzM5u5K%y( zXaU}DrosQOy6*~WGThdrNtE6RT`7W8=`AD((nJJQdQ%YT0@CYGM|x9G6oLxUL8SNI zM0)Rp-btttLiYT7pPAWb&c&H$F6V+=Lh^@it@XX@EmK(;Zx)H}{Iig${qu$1%XD-CHI%Kt66r58u%H&A`!t9Av|Mg)qR>p{U z|M}b>0s|PZpMo4udn1LO{5#rCUj1Z*c1lDAhgvIoBv${WI{Y`i?UgUjYI^kAqRQsL zqw0w}sY`c+J{OEWVCiMEsNYOt07cgMon5u#qU*_jQUnrzkIFWvlQPTSh7gAKJh3MZ z_}AOw>O=$Gx)i>1+p|04gOuA(JLYzX6bUEFZb3LhHXBVdR_2L(GBQVrsDRz*1e{+U zmRz@{Y4Sx=ree%vO%Z+L@c5JZj6|X6e-K0^f-^d?*YFjF`X2-wIn>JGUDL9X=H1Lu zUfux?Bu^90zdJD)fpb!@(X-yt|1u}3e=XT=;TSEGp8uOVG-Xk#%|m4oTa-wuF9^cslT-CgP#Gb=9q9=60N#`{ZVQjJ6FZipnJ=8XE1@eH{7rz2vqUP6v7ZRt!#oKZxs9KBYo%+ygq1p=2 z_rDMuOwBAjz!5v&XSnJ9GuJi>?QsMJMYP)gn!Yj&Cy7|3++406V0o>AzED2yZsc-c z>KwRS^WF#AoW@QM9t|6f=YUC|?+!)yEil?FeJ}9=-Z^Ak8Df(}cW%e!X!x8bSnnS8 zIEhtT##qPNC44LhW9Xmx1NoD%Ta(H5J&;s2LZL)!KKasu3Ws;`-{G@zk)~503n{yfkmBw9(z%l-ljW>GSw^ZUmHM zJtdKF&r00)aIMEu7Nd?Vtqt*Nl(eJMSdTNwU9O%zK?>U(+2j!f==L=J-G?(e_ACOi zRXuVn(YAJk(W?>&*3DoFtk2^XtdegnQ*xizEq;^P5jtfya1fMGx;5xxw&2*xh+{0@ zzFdwf!zt_+)EsznZ3P}u$a14ujO2z%n@*G)v1uz@RE}`Exb|tIC_8}rn88jnE}o7o zEZ03H^}a6rJt1O$5|EpyUPQRd00$Hv2m4UEdfbES8$q;|W@sbS#!=X5+`ys*lajWc z&_`9$V;l1oI=Oz{w4?_|mU;ia{;K*pkbbpsxAlUiFRjYN8V{?hLwPVH6O$UIjrBiA zyx0bWUN)}$J{OlnCq6bj~0J<%ji^vj{*Up1JHXyQkop94L+Jw4L(p{UAVv5ZfT zX+xe9_KZCcncs`uXd&1(O^-zB*qJxQtVR9RKd^QW+heU?PEu_op62{mt`Lg=`*#~Q zt~>a~wAT(qd|s(!^kFV1DXj7X*W!x*)|acTP?%Mz?+@)6FW{!7z4-h$zt*-S z7vjc=e}FRo6aYW$J?e;;n3mRgz_fbsVu@1^dYE!NI2^2Sl^HuD7L9OZsvUo?N>Upp zlPDfJFRc8t_lFrGq__soj*0G|W?KgL$y`W_G0~Lo2`-)DGiGnYtLRFaCDf@AQRSVj z#MmSgY>NBZFvE-t@~StT&4HBTOTzaJSfs((da}|sK)eWQr~bE^T_^#wRO*fj(5%+s z?+_`oGJnMV-mL3!>{l&{Zv7Zy0*^h54}Pxi0)5t&sX=zs92c=pu|q7#Fsqy^KD2GS znpgE1eyPlwF)8owHoUvAYVs&nq=Ah)a#j&sZjaB<(pCm9Cl zgP!m_Q_+6PHe12mjlKoK*D%7+&`_l5rJ&pxG*w_ikUP?VBV=2EaN>U&qW#kp%}=B2 z8cdI|ni6SY_jT`UX(g;?>D3Mh&gCjtzj^^M`hDLvv}C#dR+Ye|3#imgRnBp56?5IY zWpk*-d+js@GeSR82B{dL)dL5rPh(fNUayC)-IU4EkN>K~;8T8kBA9w%K2SgILCw#p z4fK^ZUCsCNx5|df#(zU)+_XSXZl}PvpU!mSSnsANa{c1fyZsn*)lapC4S}F6AP0=! z9nO~+M&BG9+=()N(*pd-Hoehh3q4r-DR?iKAICSrJ6f9x~{#}7}sQF)XZ5aAhL4;9NG4v~yxfnDTK+hW}TcpiF7 zxuM>ATsl)o(#xe)RCk(j!hn)mEBwJoiPUH7$1-lbg1yBqP@w-p31Dsg_o4P!QW$@8 zh9ufkaEY*VSsX0ZUADY7W!Hu1|2S+!~G(? zO_>8a;B!W7)-TT%;oS?J8iH3{=Ac{iGa1QyL=YhS|6VmeEa4cjegP}Z+{YJ2YDrHg z$Tn%(n?6pFb66%MJ6Ny4xY_$y1~znyC?R>=wOKncTBhQ~{-ce;P(v z$pnfvVWdl2zRO0!_-%_Vdw}-*rbdfRsot9*zgAMAU+8q%-L0POnVKtXMhE4Yr`~A_ zU3sez(iWfO{$+X?&m6Z3=}^ovdK}&%>2!Zl&OX0Z!}Iq#>2Kn8$l(`GMLp7^X#Bn2 zRcd12`f=@=G28>E{C=V4A{V-NM(SO%^lhyk4JF6g{k7bg1^c;!jc%Yy^6?2TNndD- zPCZX{FYI!~02zrO_mUGi1D)w<*c_zew1m6sd3?2~EZ%W>u2WDo`x|max!`XH-f5Zi z+;b%xE}gTuFRt?@ai{(*F)k$eCakc1#bcKc(gAT{TMMqtHKnU@ev>1hU@iL_+4%-R zZ}rG1K9Cg~P_m=Y^ObFNm`=szsBAJ_fQ_x^eBrRolOIZ4&aYHFyA5J~;y}@KrdQ&( ziqf;J=CPiu5nZ}E!yX9o3_Sv6O4}1C0#OuK6a2^e+Tsaih!D@6KW`H^$*E) z2l#{rindUpy`thag;P87ex&$I#cPXm&dPDN=|MF9;oLeI(>u-Aq5k|qv#_MbITLB8fff@VGB9TBuY*S=H;MV=4;2%=w2 zuUOS#>i{_IB1=R?&)8z7DCXP7VFCs*$%5e{1uU?@Nfe$mqsx-I6=~3bbtv1t>?$#~ zG*`QSFS}9WeXz}t@t14)K8VLE8;5Q?vQlpB&?NP=r$Q$@4Vv!q2YE5zf=JLo+jTbB zUbOFZ*HuNS7HBC94TYqFz-3TH%JvhdlJuz~VAZGNs@THp(dUPa&4vcGb(9VK8o$MV z7q$yhKZ$B8{=c8z|6}I)e;#>&f0svw=SJ$bRi8>Hq&j58!xt-h_mnv;zy%BAGFD~N zMOG8*-w+vY_BY8h{m%=E?q4O0_ub=>AHB+i&I79|YLRAB)A~_5Y9cJ8*|BXU0pU#Y zP*_o-Wc%EwcaGyvlnx~5vQ?BF4X(2Ow#*fMx*IeWw7sfefyWa+P{op z2+Enh)b{AUv$A_?*4{u;pPba_hsXyJg;|erw{nMac0^@#WE}l2QO~2?65N z>o0Ab;?v4dqH%DIO%~qfn9Xzj%}cRV3t;k&4Jg!q#TFv?=yp4Py9XXtjJt=m2mn^6 zkXGZ>2{Ix|shhLwwc^5MzlazzEHyal%c8q1X)qcg_4BB{7mknLw2{CxR^l5Y8buLyL=(eJ5 z5irA+cV$Xt!aqA=>cZR%-X(odW}|q!kgCiM1~V#;5dNog2l*6ehkjGJW&s*Aj^-q4 zaW_aj8q=iJ_ohulddy3=?X}#+entOwy5%)JE_S*@ogSNfC;ouT<89GTxozFOaLdBA zYo{K6hD+P!$Wz-%pwwNUC7i_-HDd(v28G(n8U;I+x@#;g+<``^y^lZ>2$?;tsxYhj zpCddiusxeTf%98#PQMh-(7j=FU~o|mvsXXyv>Lzox{f~JKL^cGhCO^F)E z1)&qSo?_jf`fp7;wbhOoiHM6d)aIMr4zNvem`ii>K8$os&y9Fahd7*v6 zOQfvCU!^mONX3ojTARE(?{7ONYEbz1NZi{B*f&2}9dBnc)N2&>$q3O&S~Yk&uUq2= ztVr)mcj64tk6Yx?9y4rDo`K%o zH)3nthZ*&jaOwzZ0A&SqPzPkSXv_!xn6C`pw_}r>_ujWTDJw&S8zrF4v2V4kS*Pa` zzqQKtRl3Y?9R7pA%|=P`K$*GWAdB1VUN*s{yUz6&u`OhW zDF~jK3OTinZee{2`nY1Zz`Hfy1-$DcoU0ZDSg|Tc+Ke)*SoQ9QYQK!+W)~9XE0Ttq zolqKKchR!p-C1iqj?5CDv=HF>bEq~mLUjq1)2WH10imtor0m<%Rpn3z z!v^(=f?3`g<&Ot%viV+1-0vq-9tQD^Z3UsBx-!?NK+xhKc!vDQpg0`$g* zkJ(zNjAg(zrm^!j(y0nDHyiQyc<28k{Pq*4zk0yj zK4;%DRZc=%KhH`4n5?_1>G$JRo82>wdRuQe`iGe+E*l@Y6iY7%R%|U4%RuT0^dR}8 z#&BUwRNBfQi?oHw#+6j+yJ!768y~}zxx%uYqN~6a6QhUc&%VsOA`oG70ui>MDSpsc z&G6gLK#kQ!*-lG_w5|+Jm!a%9He!3mf#RQJM!ZDu7yiI$nV{7i=sV{ybz$bkoa!=L zqp3FlC5f*cuCikxc9%O)=FC^K##(hN7{yCHpY-(mlfDrv(Qx3q;AO~>#B)-r-A6h3 zp}XNXMylf1EgtKVPtZP|WQ|e+9W`H#wj>58S@_*)Ps)I2&CPX*;=I;}s66qH3*SSG zzu39qij#p>Y~(5f_A9(5v*jC1iL~k`RBhlL#mjd+e-1Vnva_~{cO8W~gAu;v24hE_ zN<0rIT!jz$sHIw8Wqr3JiG1*Zhv&|2Zx6XH#jHJ?u?iE^(lT}~I zAgcH!)l=o77~xM=sHXWs79{)3S1`()d1|jse4`&tz+joz&HHxR_K%nCZK@4O-#+oT zfxthOk#Qw)-fEdJdqQuiQvP1MK8O645=4FhQct|hK)B0b1n$f$HEv5f+!|vliK?8SlGYDZa(R9wdJhD7I40=?iq7 z%Q6Q`2id5x;m0XEWzKJ~Ik43NOyd`k1pZ!(UD)2$#ORfT*Tat|MUJw~3cBKWZ$>g| zGyaW}>(zbKJ>+hZ8oN?yFQkZd}SqaV@LC);Z=j*uZ%JXeR zWnj7DfmzSs$D#e{&x2PgzITN>iA3|IUaTF^&Ql`InJ7Wrw^-k#!LT*Y$yCq@U=2Eb z=5QE^!>tH#_}Cq;wfGy6wsJPn%=ON|u0}bpkX`TAD!frPd|3@10J ztC||4dC;_yILcyOS+A`f{@B6K>Ds ztvuBB<)pDUcU{D!7p2cySGvsfg}4JNW7OV9n@{QYUc2|8si=q(o5^fg2~K|t4M=l= zf7_6G*oEsnVMSf=bxr7FJI=^YTAbLjjK@=_h}dAt37emp8_s2n`}uq_nh^y1=6crhO1KcNB;r1((j$@!b!$AH z`VOxqMK_THl!--RoSViE2RND@w5Vu8cta<3{Rs~2%VFr@9^_5zcY|o1FzrUg!uePC z{Al!fy!8w|zB(V0G_{n+rhN}Y1TajxlyAy@{R7x0u(8Q(0g9i1CMA2~if>IFM{8SQ zF4A{i^R;A25Sw=r*k?>8*%csi6pF$& zN%LY|3oUkJr@ei=Bl+n}|BP1XwcY2_l$+D)t@eNuVFv#oiOx8z&yUUGu0=$-9eyM? zHm-U4@uyu(0N{dFDLD4;@JfCxPGw0k?#Xnuh58}KllJu*?Z%Avwog1T4 zYL)uW>ooY&gMR*CnKk&?tS@r4HX8KMk8^=Mk3H1|6ngOf+%0EuNo=_>q`I@4JU) z@3(?OUn#;$HDBf~t~fXpQ{HJ|_hfu&cj@B(FI69?>TUYF-pQJB>}&G41n*X&*7f%e zt!GmJa1EUx++i^EZY|8B@660D;yKazP*O{XXs*zcFEB*mr$Ov`>%4N|Pz0?rj z=x1@dT4KU>pTZuxS{oSIjJz>?A$b(LhtpmyW$REdnUF5-u8qhlxc?u$9kD(_ItVas z%=z>l-LP8DD@iCY5vmzg`a{NpdsJ~dAjM*{aaBpE)1No9C*M28M6 z97^KsIT+cy;cdConbp$Bx9(fv~ zWF1=$TAttDLtd_f!rkdV2$CjZ;0Lzl{6ep#zA@H9Fu?DnF^ftC-{;Lf!~zFMtcL&i zR+q$#dpgoYUvBEan#(*WJ)tc)Kz1jAp~C88W!U}aX}ymIs<8(vpPSu1yXzX&e2%A% zHND%OxXBN#DE$U&Lx!4P)^cwW$()nM6Un7Vu~)3e0;($1Djr!~0g>=YV0+Ji&v(HM;o;FNyXHSW$FpI>R~A{PISqbfIdJaVcm#dZ89d|X$CMWe#bAs&uIal0 zJm0VBYVuMQp<>N3xv`~(&+l-2dBwnA%y~+t&a2aF#qJVcj*wC(G+6;FR#Cw;<6WlS zc>s*WRrumL3_I=uO(sel%x=lT%ZJ1}>)jcUA~h5=uN~2!}jkH=eCf1L5>qnO!p9 zTZ{~4U%!$hKtu$7R#w8BW55K@1dy$Ku3Kwo-K9adeo3AT*}h?db^Yd0dWCSDrnVy= z^l|k)ZoDo0D2jZzW<=xbW;2;jx*zKjgazhHsbGlnR zj`xP4dka%ZKw>b50~ZZlx0l)HZM75+u33x!MEo5LRsi~i(Y4oJasMEA$XZdho#|4( z-%74#N7jEXWL7TuVsR7p&ZKf0A6@=B(&)g-#j@-gj9Cor1fX3bk@v)V4IwbhK)7ls=Dqx@8XZzk?h`#f zhmhC8N%-NMaczylCuH zXj>vY$g$woS9&$6Xk4WeMx~*rtmL<6>G2(2jUHc}%0e9|TH!~l(s!YGiA-?wI35Dk zyP8G>Tl2B!l)wrQj(boDEbK~@UY8F3DU}*@aqnzoujq^-=FR?M(0U8Uh0c$V=ACdx z)i*RJ!Of>rA>vzg1cb=I*CDX{^Vs87l;UV0?yr@#1$M7?&>8=s6*G^gMPiK_bkBXj zn5!!OnU=v?_>-Q+cmT3^J|x7pc3h0pMDKz^otk(W^#`0DMgWMH5W;9KTjz0c;Dr4T z0vme#*3P)MQmr23J$CO3j9an`X&K%0W622i_c;bIgEQyF-b=KY-WV9f$vK-BU1={u zCZYaN|6@g%LKeT_#a;a4zU z;f22~!6o#7{BiKe=U}7G`dYD#ZkF3m?X{~Y*I~afd_s7qV1I%f4m`38<)+i^j z4o*%?S@Vk6ukA~a7_c__!$_;tPP3`2Uw-K^U$_rMzURKb(Wrt?q^E^gCr@Y1lz?YW zeALp@R}|3H*~QeiTGDL`_+d-3?CnAJ%)ADA{Sdst zk^WW5>D4toC?MWyR>VK~y>|TgywC zQd5*apSyWc{;VEN^}!2$7RYqL9Iiu~8|>KdcSeIse!jMVt8*+ts7=8zX$3Gt-ke{s zltH?)S2U$6d{RzR{HYSU3>M>Igk9tIelVv~t&xOFO-+*@_>{dKY8vBJYJw?^r7xnq z%IO`+YXF+10m(0Gv_#5Wp<-C;+*YiuSadL}6Pyk0SxY}$*hgM{x-C;U$3-Fl6|C!R z_GzF>po&2iQ?lNtFs$hZ2ze4_%;~XTkUb$VMRl}KER34!E3k49&}mwhCU62>kYKXa z1IhDl0dV+-c^n(2$x?jm?7nA!lFZ@U^MIrZjbHL{VZ>`?N6F!-{#1^6!(eAE+!SMP zDE+l{ZEi$n1X??*0H(XAN0d9QR4|?bphGryz(d$w3a@E>th}gM+_6sd)}H_p{GM=w zbs3jsk#vOySJttYbS-XUHW-bVU#E5SDnP8c$HjdiZ9xcRJL}iU#LbCfm)3ZUv%6 zP6xCnXxq=P3T*7GfAbQ1gb^hyiciCGkAfRh+Phhg^r8Jme+= zJC`{~M`a1*M-L~QkxWQ4HqVxA|DEkyt zq_I)^DZfZ8U3MKZ6L;dX#SbmJ0M0*wwB{sApxy(wS~j(|A{PFGiJNIcB)CtZQ}DIn zkdOQ;-t2`JHr1}aTPSc+CET|%sBev!h0tE7KQup@|8i)E-#*QuB3@IE`LTn9RQZ+) zqvH0bX?UFrhzV?*Po}f;Cr&IbI(+P~CaB}Cv~y>VZD^=bli5nCY>y?t5%+Myt}%A* z9-W$#k3nF;?N`52mdC0B6~CHd?UXA=OL8-{ogU64h~Mbzhb0pn?I_dl&IS6{BnA8! z#1|bxLhFGV7$O8qzgGdJ8VCEsU;Jqwl*1D~Z7bPN zU51PqgIFY%xkOqmMb zjL$tR;<27dA&V!aP+$*cKLtHSUAuL$Y6#RLkTNz4hNvyRLsa5Q8?WB%3@E+b;)Q_L+#=xH_&5#$%{QXsSP~I^2l%>X`TUg71 z_9f16wegKQFj|{Am5`)|%a?sM#-=Y3N0Fz;px*0`k-6jH{ds zP44!7hLyKy^eXGV+$UgMxipN-_f0#GnyxA}T+nrZU4$m5-sIt>(YPJH6vDiwJJX7C z0vr%CoVw>p8PuQ8o$ZEBsQ#>BD{7aa1;OGXSAi~(rmIWK_nd_{n+Q7McH2YQd=7^m zaClg@qmshm^yso*nWaS*ixv-kRNib*Rd5*)YQVSTN{^U*>6J0nRqjqQk?V2r=a`y) zo?&w?U7HkTPR7+E0_?bPZP-;;%RO`f5WA@RLGe*?U_QGox5c6y`<2%ZoPW}@*sG2d zt3MpibPOE)?EkDJi8pxQAo-7tzMBLOXWy!-qx<8f*bRX{zqox5JSU90dlt(vF#d1Y z%15kkDqdH%<$K!knab>Zc-e;-ZYJ=RXEBSXRgFrY3kafqL zg7Z`FhJN6)s)-UfEf#dyKNPC7UMg2=%!tA3uP1A={FO{pavHgPogK)`*qeFcIDXe- zL(Ax2IoatK+BLii%of>p$=yk_(0(&6)m>&{QcFX)@tnd9ByWJxwz%*zU@r|+ z7FjZ1NdmpCF|Err_@~niOT|i&9R+;xj|qrV-JHO9--z05QMB|~H}EC<#uR_tvuu)7 zKasq5$~ixUgH=nMY+<)!nIDBv?e|84M(!|cSjbCtD zbonL_B@}PCuzRy5ZCMtswniz4#lzHWN_Uw}BaCG1V_41lVk3kySZ>_f)pdXByNBvY z!VvFs%}vXWTu1*o#shuZ^~<&L3#HfX;~d+>e_Eus&skkNlF0M&a`pWr)#xO0AP$i+ zTMHq&g{9Y4UDV%#2dC(TkX4I2$tJ41+6B*&+&(9vEb`-;i1U1h!E#>B7S~r=%4@;{ z7W=mbkK)sxD$vi>U;CiWHb8!&X8;1(naLhz7M-p9DmjM@AS9qTy^V%rav+YJH-1`$ z)wD29NZ<5qOIB;xH6)~a+n)GVx&5t%<=NJ>>zZpMo<7FTm28idL73;cAje1X(~fl5 z72e>mg&TdIwVFj2#Pd91y$b2zr6Kq>_x|l9H=&`lb6>Qn`7P5RlM(j6I&PnJ*F(Ug zzu?PkUW4Is36lctar%XGGC7K!LvF;`FbLKWZ`^nyw-bvQo?XMMmoor$$V)b(LSN+b z1~eo}3L7YiGC4E;o@`c{mGjnGC-+d%AW47XLdj_ePq^(r^{L!9Y|UV_{Pe6YfsC!# lE?#`0E5w*$O^Wbv;-Adbfb?M^=l@@RKp^TqG4PMs{{dO|+u8sC delta 59585 zcmeFYXH-++x-L2c2uc+J1t~#6QL6M#Km|lZigctX9Rx&rouJY?2vLwCU1@?q=%E)C z=|w<#uL>2;ofET6^EM_8sS*U-!=)_s2I#!puyW@Atg#Q!=|rozy}dR0)gk1i$(# zEtu2bjRxgi3{aKHW4`U}-;#S+CbB+Sak!56lOHgBUj;Au!{^mUDh8{@Z`L|r;xUN$ zczo-nNMQ1a7ED=ZS4|B!EHj6tj8bzG?wb(8Cu; zlvLyhHoBTo0J?nny>=WBQ}q*d5!8?s?-;s!QDvZ%oXbCHneK72LRhK&G}j>Kh|NDGf9$17hyL_j7WqNZw5)n z+*7F=$!Bmdqr-G;<^&x|s@z3ft`>LxCE%hNq+~s}MLt14DCI$+ObBUoPP+Q(D##Wx z7J6=L7-VXWM)Toc$?rJ77RMp1G-h3SpTgxo<%qgMe zdflHf_}+J+6Fi7dm3#{J-9qooodNT9q-n$MKTe;%`RuLPW>7O5kdMvnIz4#dprO#G zH~8$%S`!QA;N$(pysAAFy4mX1Iu@G$&3S~7!9QReY{P$C&j7jXGXNcS21Mli* zvx*Rr&wjwzSTz3MJ%QNJp4DBs?%~^<)+SOs7$$MRGN7P+X8-&k0%Ol}25=4FG8w>r zt_Np8OKv71&O}U$ToOsy2IIK-P5J*n_W$GG12=Sytyd?KM@}5*%_iW61@Xer_KD0PGN38Wfc`P? z(-|<^2`BP4oB>3ZuD=Ie8bj<55Cn%fye<6iG3rmDJ%>31uwQ@!8d1}M1GMA`k6t-? z*L67{aqhLetbJ0-rH0igdupTlZZx*)sD{ieav3m2zN8fbqElk14cciNHuB#63U z`8rdt<5MTwjRTXV)NM@x6|>nQW^IEIL;&GU1?d3O-l9+a80>d_S8s z#PRXqbAvbrJ2MZDszO}C2X-!Z;;j8x1QTz!ETJwI-0<@t3A%<|i4h0sp5jeZ;@Uk& z@64E7sl$@~E-vEYjr(B9qQ$(|Me4l>GsqwF_=A|UK^OBxZi*MZzu1`Z$(GFG){(ar zi)nLGSEHl%;E;h;6<9IUz?$bBrfOK-n7f-Rz(9M&W>%NlmpXD@Of!_o`4vMEQ}Qc~ zrew5Q>Dyp-t-(b=jjACX-4Tm!y+uL;@5~S%^3WtzFWl(gxZHGuQ_b#0PQ+FV?}hKc zV@X@YW(MCMzSd0zW=AvnH?0}hG1JNEo>OEan=#+%dA}Zo+cG$1EpRQ#x3JUry_W{! zRm-;&sgg@co+Q0|b1UgmQ z8yO>m29bnU_@po14u<}cxi%Ai_0Qx`k%1m}f7U$5lhE$vpQknjw~4Ua9Ph%1e<~j>|$}<`)SRv$8^BYsQV!<)Fy?JT^Nj zPERv4|Tylfyyb0wyoCBzJP+$Bo{>cKt1uAf4!$*0#)dURgAn5jZcIur?>> z!C%uRQ6HXBv1wnkv264PJjzI4&$MTdVMZ!bXWBF_FSp)QuwL5AO0=wvU>z5p9KO}P z&$M;OAvQ9LH!AQhoq2FIWFPEr5gSce$6qT)J4@0Bxg~w{DigyNbQa1znKMDt*=KMJ zU(ssRW+?tn+mev}>6IZixcLB=MQ4C_oEKniZ=ylf4e)afmCSoas^1zu_gb@|*#c1d z^Ks$h@kl57TOIZwxvFvMQlCq~pNQ;O#a6U&zrT%R_cqFUe=))hb|jBbuzNLF1_ zjU>lC%s_ts7iLc$vV|$H((fxoRZ}5i%UI^I$V8CX%?wuk+M1daDT~O9yJ}qLbhT>| z)n)dVmjN_BVFb~*H)p`=jZ$z1 z56a+20AC6MPauRQpUUn*?JXKX(1T;r@d#pQBlIBo9S9xtR?Yy-F9qmsRthxJfY1=I zpo{#_590#$7a7_-T$nl<%6rKQIi$HPzOSn&k-b!6TW*N^AE49tL~ZEVK&2zQ;GbMO z{*nb$OfF}+u2$AZKs0#u7U_F@+JagG{hYR+t#i`M)UWE%!ZX0jkK~o&IzSQkRNq}6 zPA?X9!9)H@ho?b!N|L&K_V{(shyVKXCX=|vu*t*F^SyQi4b0PNNlanIw{%W)b-J^Y zDRKLN%p#-twa-C^O$Uf&F!+jmG$MD~+Lm=fgYnQYFm6RS;`Nc8!nV1~v=pfr><2*> zD-Xg?5{O6mthjmJ&^HzSe>_M!GbfCHE1@ZyN~6wcqWIVr1?d#DxDhN+SU5f zemmj?N`g;lqC&(d9k1Pgz(&9An2k4@Jue2oU{V4p62og&-;-+DbEfl(R+d@Y{r={t+(h3l)NYM_#RnFah{~H{crAq9? zoL4D_k|{Xs54NXBktpl&c5(CQVHxR8 zhP>_=qKt57%ocOywZEJIQrk&kwfa-Fhhq7+OU;)#<6&H}-lY(TP>;w_U@z^`Ty5`} zqfxoI*=Z%?S$6!TD$7Y*e?LWmwlX6CEf`bRaXIlA#j*5MH8T8Ja-v?)? zrc73oroH*h>qb)cd>t@tw<}eQM4}BJT%iiiM53fiRpuJRs+$BPg?POSPIO}gvh5jz zmkCpG@wAOT`&o2lt7SLw$zRreRa<&x)#~DVO4rLx#vgcDeM{!B@AIF14Nep)Tzo1N z;vvL{=RL+!+Pei*u%rh)p}IBIz7GO4Z_j`RJJRu6Wn%cxrE6EmS`qZ@d{8H)=jV7< zRiox$6Z#^#vE0)%L#&Hq<{Eys z-%t_)4pt)Xe)qgbvzDW_v7ZG>)J1&)zB-6X!CHn^~@d3fchN?mt*JLhZc?ygp+ zlmKCrQu>+~LtG$V(isr)8JacvN^{PDz@alBDvNfA=U3-r-iLFDIlI*io1Kbv<};ww z9vX6>f6qDCfqNU!=ANm9$iymXO?C~4H%^5Uj@J=~TL^sJ=8MuC^jB0v_?=kq6g`ky z8WzN*K64iuY0{dp<%h0dVw_OxuH@UEgffEYmj_w}gi1PDxwoEk!odu2zO(q0p@cfH2Ms(K4#{yEc)B=gHu>h^-pHnGgtb#~SHppHD8 z=uJAEJ#-*TV?1nXj~X3ISp<_WO+Ku+sj8jKtwkX{PZu_!@_CN^iPB)n3wQ0p^X*B- zzq3wanXL_+x8Hg!h^r~EZH^FF!PBBlyvk-rY2UXqpsQ=U)%n*>Qod`iC(j#Ig%4XgE8VDn z6~LFD9YhI%h`wCk=s}}wTdLe~b%`s^k6GdENKI^7z4Ftzf(2sZ69TU$UR4ZnOlm)ar_7u)I0Kf@NBf`u zNA>DQyLM5lF+TWw^_HG8GbM#0#k0rRLDJ^o3e;z)7c;PMa*$3QLapSzZDJ3k_hb?~ zGa)dQBz}S)iJk%D23}`?00d}xYKm+W1pb-hx8P#m8Su=sF=TAgeZ#RaO%9);QTyvp zGn*~8h*68;-*KtJrNsF;-fLb>P=Vcknic+=`Z8|9&xgZ*>*zs@5-=;Nkh~TM3S&Yu z7o4b0xO7sN`9N{&KQF$QCI6DP=3+b6=Y~^lSynVv)M7Owg|=J-j7R1ghsg>f9~`}7 zY zVbA6qw;oS-cD8mpMp&n6Uyb+!(xr&_MXLlxJNEAoneBYTLdBeDwuR<3*xOUQTpzr4 z=Q=H^*_W54dzdmgml--_HX@#Wci7?3H>wDYd#C-V+)_?Of+mNV9ZwP@9Tx_tuZ%*x z^$j342H@PwktZ^0a;T(b?RU&tnp0g0oyFdL4>RZW!a_YVDbD~K^WT$TA3ro#imDpk zAYE#^X4-E3pi|aBZ!V5>&5V9n+%f$|L9F~kZN7=brbqW}PmM!ZReOhcvi3jAY0jRQ zGs@>ytjm;Ux;n5aE2OzUdkJR^mXe0w%Az%&({DneWN;ypVU>-nI)mFJPfL*(V_71m zNCDZHg3ogFW=T(1-ug3e=HLY??hEy7#_}%t5IH%I-DVr(SyN&=+f(=O6BTK!F*~xIt_l1*=(&h+|g^D_ttWyD&!?X}bZk1_SpxGB_JE z)iaebNL*-40JSLly_1Kx8mjy+pZ;cz?FTvD!3?zVdDfQm?5fHr%u0l~Y`T1cGwb7W zqXc!qr9}l572n|gksW$}P_Y6tQW|sPS3>bq%_6!fV-pj;U&Ty@Mb|9u`HwgEagL>V zZzJf|ycBL>X%iMsdJ*m9dNT!+Q{inr%#`#wohv(iN{PPuou5vV=gVmDA}5^+H`3aU z3#zXV-i4DW%RADMc(Hq+ZhmbhdP(K6 zs=T8^L)q-F#xD*P-YK0cx|s$;VkhP7p`R4gALcf_>MDcLRqwc(eO5e&tQvvoA&YL2 zNRw~`Bj3=G@FnFm+(q8GNFwzN>e^jXncG5p4k=%ze8%fe5XU>5J^>1cy|E1*rG7-- znY|?~3eEolpr=TJp5GY&6;HM9&Oa(mk=>N(JJ?}D^#8I};=faI4;ObZZG4ojfRkS9 zG6p)55O(Zf?H}`bTwJc>Se^7h)y9vgTRJ`yzec$4$0V4$9_<3OA`dzpMRBjsfJ7^B z11GdN(*8#%!hC@uYN!=E-s3&Ne^3fv{dJ|Og}~Ks=|#yg6iCARj)$8 zs0g31E$c(4Zi}{ZX7PyGxQNs%aiu~QgEWanS5BJEt;Y5*oLyYh**I@(Xq<7Mz z0klmUdGsFZk6KpE1nx7ykS9Kgvw7>A6ppLW)?0^w*PMsHT_U!OiuswOaSxWUYE|AT z-h(gb_{J>JePx90za8Yi)5Axi$5`I=6!!FHFxI%QJ;{iQj>RGOqmzJC=5d9l*J^H4a9EZ;@?<_jq(ZHL(?Ky7L^;`DK-TORkoUJB= zb4vaBr5HxB^IGPRX><)aGhu99we#EA$sgaQb#z60Ger((y%|u{EeATz{RpsauiHY$ z3GT;T>>w!{-zvSY{DJG-#eB&JbnLX`0Yy!C$07&cowi=M&Zvk>egvx4G_To{a{N$> zZUMUDNvZZWN&WVW$df4&4~3_Qs6c+aK?^Fs^LW`YY6NI(%zgG-bjXz(2>6zo)B-XP z5DWFSTVi<)vGdG?vDjtK0%yfvN?f1WS4mxvcZe`1q#zN-0vg|fn)~0iLa?4YnPI>O zYViIrLO$F}W6)r`dl!509*=hPqT80~IlbW>#J9?#A3H)nPsHdXelB>9@UUzR1_@UR zk**qFj>ugrvOG6~Gc%s>E7V(5wVC>r8}}}yWr3X{&u-e=@BXl0#`>Y^(6%!N;&xu@ zZ}#7aIyDxMYoaEO+~52wRx|9NQD?pFL~2d=Xz;G>o@7^LywXI&(t}QUdB@9>3$-;E z=TGybb0wj_w)tGXo!0NTP`lOtSYY+FYy^C}hxo}qoTln?ykoY>kCEDg|5QeB0 z5~l*)#1zf>*(I&~zpEKDBQ_?n~eAo<*Db z>-*5-Y7<93L#L9V?GCbMOo2hJPsUR5;QVPuBbFAVx|#a?t(us`;dJ0q`odyRy^077 z;f*^edzeKMxhHQsUs^CXh^j-scG+^5sM!@gxA*i@U;)jNB`2GeRpfr*qS|vcE{pD2 zk%XzMfHjKXdyhDO2Joh2LyaZw0XSv8q=QWOLn5EVI&cyB7)D~C0BGy&?3C>H$}AIi zH3dgUc~WgB9uI4&v(Y{Vq!kI_)4j=?p`L*?*6JaYPeHDR`I&G0T)QU}Z2D`W#T7=joiGGwG6v ziJPpd4|jJAC=*O$v}BOtSr*EWl3I2A682!o>EN~pv-`<|oqQ!|@T80|RRMHnt>Tis zdA{x!!^0JzIqxk)8)6b+apJWz2*P=O?Ka_jevR($7qe^5AH;;Unb2LinPHQ%t3)~O zbMmnJ!ZekWoZ!%}Y45dEU{f_jPKtYvJUEYHui6mZE2~J z0NbwPzEHvik9l^t*39R1p-az9;9HDIz7kW2_mPT=3DF>3Bj8p1>0J?^8+}ogOy4Op zOiW$@Gi_uy;ZZg4%O-S${+BPI*`{WP&i`@Uu$+!JSck~ou2;RRM4W6w$MEJL&wMYb8b{XCsnO5U(A&Mh`+K7CrJt{FKZTpJ_NdU(kfc~t+BkoHQwrl$ zN65h_N}*AN_9MvfRC55EHD8+8&CN&q{vQzi5Fgi3<%pkG*l&?uX{^j%{A6 z&oH`%a;^HkcrI{l@s_^4kDM08XYUH!t&$fdMm!?wg+@%)C{LxR!lu38D)16t620RM zkV()<=thlg~ARe3||axy<;T7DaCp1Kz99JF_K_sbR>P-q`fQi-UN!+kPH(BGkSgU(5S?_C9wk zEC=z3uGL7UEA8t{ip`|%4F)5XS`_hkxGts=yRJWhh^abt-d{@;omkiTj&0APuGo%I zBRIix4df3n59MRR;8E4Is`qrw&^;iDGd zuM04^Vt(s}p{ph)b0ocA>G^CeU%nEN2G=qjissB2c!K2w7JkqulbPKrPhL)WwU~yA z--=bFv-nxC+I%R!Gpt4Ny`;dqsFg^I8Ab7gq>j>XY?`O5ZY6ws{7nQi@TOJ?b|tfm zr3`$%(J47`(6|(Z_aX2}#p>GZHH{94kY*@6TEs$BX*G*3gJ6IqZJUH43(vTv)Mw^%fDl4Ys#D{>_Bt!QzONr099$V4E9B={jFxZ17}mRczzOSa5{q@_)AS_HLMnRj-O zf^KbUD>>dpu;7cCy}o+B+Vb>oQILOtPUI02?}d%vW;q7axEPmxlbvAWI2=6OL*8>* z{;s%RiQ1nfx@6f`>jl6?U#~J>=+&=0j67^bGs^LS^FIc@v=!QKIOWeUw_hKKTzIB8 zdwN=nnCWw951?z8SqUfJ?#NmXo#Jkv`W;TnI`W67n{77?R_F1HCV)>F@&LEy5ez1d zX8?u2z+4>F#Ae+HkBLf!nuu<@k~M$8(;O?Dw78dI?P!AlHcm55A9K7aF|m~OHI}Z5 zd$sTCmrvi_rFEZzl>v@35bg`k7-4N8YWKtd`?WtNBoCeXMwNkuini2C|#X7)J-A>%^?fi0Hzn#+%wr?FYkt*=F^txVQF zPaui;!f45>sVF<@MYxTo1N)XCRtQ=`k|tlOPMMcok#EKlFN^wX4?c~D6M1AK#|JVq z_=o?Y!p*MaaRm?8y%Y5-6)` z#q~^SW(s~q=3lfN60M|nz7oa6g>L?)+uq=7mxzJh8-tk?PaVqg z+M9GNq_mh&TYq}2of|I{U7cwMFRo^?mb&-2NP62$IC`(VZR5CZ^jxW->CZUr(Z-gM z2!RRv%3mh*m%N9W_Xn3JDwhXJC*QPi1QN3t`W_>$PM71sQtzmaCZ0O1MCywz@sjJ) zq_<+`gs<#{F^U_LM4;{*KGMBzNzN|BLFuEf)!I2gh0`%c!2{qb6NjHwwP` zb4SdG(M+ttJR)4I@qXK!Umoh)&^A{!x^_2FW3QX)Jn~h-?w3T@KS3quiL5hrf#Mk9 z!IGHHq?{HJQ&Z9G^qra%-p7yCJt>%e;Zcz79<_j3g)&02xY27#+9xJPtcF>x-{m)t`)HCnwO~rF0>hAEhD;PyI7#Hygma1TbnNe@?-4ZW+Wu z?sVt$^#KJDZ*#?=DmtD=O(#4PoV%7zC)+Hn%e;oxifr^|Ey#DbNVNV%2dhDY4E#b{ zpfvVMcvjS1EF32hSzWYT$M#^z`Ne`W>-Oe)v#(bc-QDaa>oJcVcK_?xFU^u3S;@jT2Gf<PZuoIW+DOVggH zsiX_e-NqcAQdFV|)Nurdj)RY&Z}gQ>QBi&aiD~tBQWng2r1}CKBOygja&G5{FoM|G z1PRKP+9R4%YJ@&@3QbZebcyaeb9I$7;PWuV(6#4wWD%2fHi(UF1okuH-%sxt2c1TK zZb#H*Qd|xkgRCNaB=|o!C@AQ!x?9$;ecYsR1|T4JGe~Iff9y^uT`?4CxDs+RR5|fB zqlgS!5otGPZ1&$Q1>;N@dSwsFBcRJ65sT^18qRfX!l@*hzn7`WFR1T51)@)*b z=i!*7!B6e>SFqi{&94H{9OFmCs$O${8En&sc_*`7J~aM;f$>1;i|uVsWe5Fx^oA|q zUA){EnznN3!|}Zba(q}fV{>3*$Pq;n;Cw65Nt}@T++!;DIM|5>`$pD5#*L4liHpGP-qz1+bR}EAD6*iWkoOi|ynLOT9N1#zlF^< z=aE}&=jF=yg@qU3er%hEWzYUW6-baX+psOa2NgO#JcSP0# ziMp)tQ{KpGI})KPh-&nCp8-3cRFQrcNNz}9KhZ!F4x@-Ci~;#GM8A$RARsa&5{TM@ ztiPJx!M_>h`0v7>oQ@nI zQZ$*y3@8@N-%ilQiNE*I(Am)m^)4Cxqd$6IkC!El=aulUr-%Dlv{Wq_R3mbJ^A89f z3m@pOe{W0=K6;h4B!X^ZUWYB!WzZ?K%xf~OHqn2LJbBu9a-*^$Jb_SV?0lr3;Rkhfo?(+_WoNjv@~~d9QNNMPAW0Q{2x_ z3^+<^T@T81h8hsh3cPJ*+D>SC@4c01opkDC?hdk~X{O+sXdt@$K5P-0VGWUar=8OG zdvMVQe5_lInAL^#5qtF+I&vKkw{w-``a4+UFDQ1P_n(h_MkTfiL z1au~TottD+>j!l-bu@2&o`S}+jXcN#kb%B^6%#G;B$DJ5%G12m*;AYdLJEiB4a4MKZ(n||QB>08o z8gjFZgf0o=s+gqZdI2=(I|CTcfWSMcPZ0TgT}msLS|y-cgmPJjg*sdpu9%DnAAq z10Ea{&5)rN<5$gb*fSt!u`Gk&QtE)dBpzei?%KYQyQa;b6=M?2sKI%kBW=8TVPF28 zK}F!Ny7zUM8%u8<7^};Uww?hV?7DFTZ+XBkNh_Zp>GF`|9&8ioEC$m=3W>pZINT-@ zI&-cagV#)H+$J&!Z*LF~@g=Ki?zg7D&;Sa^PeU+O<$;2j=z{Qv$$@CLvQLYwSkr6)%xueT=FtcZG1XvdQNQJmWC)yJJ7$@ZgaqUPF5v z(C39?7HG)bSgwrK3(S=vx&s^DJApF(`u2I3y5>&UtlW2JDMA)Q!pqLS}%rnQ~cy!<%=ed7AN!hDIEORbXSo2XHAj*DVgGs=-PUp(Pu64a=L#R-PI*c!tb`r#%5+Drwj_rtQE)~YFA>=s9E%82nA36Y zOsaD3N1C3|FD#Efmm(FZNmwLA0tb9oCjBj+<>c_G7MM6ci`7?qzzxpuu@LM?*Xnqi zGW}@t@+W2{FZDldO;XYHusDB8W0(X>QAN)8!JLs6H%Q2C()v9)1LEJJ!*-d9@;;8M z$X|e$*f@}S=H0^e5oHbb-O@xiSB{X_Q4&$41tp1U(nSrj|Gp>=;NHv@>kj@Y;@OE) z*Kfp1Sn9Mn!Ea@Ih27`4pW@TM5-fjHEdN*r-CPjzzl~a0%J{-P!*+aH6Hz`Y{y`6c z9Wg$3>^dI690qwbYM3TIC^33&y^tyuRgg#sWK_gYu> z$O0KjVYnq^`4Nl(bWJsTKT)=s(a(7<2bD2vi%NdA%N9uK_ze&B3hpq|GXMpi-ipn_ zE7@QEgi%$m_-Ml#UYZ^6TcmLd@hOXX=J&=E$xPbZZ(iq$U94gZ>T-aEJsaPH)T0%g zTfHBg-aGDY`h$1viSgju_9bR;QR&E_e;C%a3a8%(>G9wXT})$o)vmdHlS?{x_iKsW zMf&PN=A<6xZZ?Bw<_H30!X<@Z%TCeYnz2DYBVf=*lp2K+8rQK+-@Zgpb;%DMJ@P%W z*wQ4p3k3LJNsXcJ$*=k9bbe_Mw|;Sg$bk`j@gCF`@07)sR=PRPIf?2!HBbL}+MX3l z*?=g9hH1ziFl(CbPDJIQEUlRmy|In)Wx(KiZ7kWpKMNT`*K_)Cc z-|)0-6XPRX+KZ%&+B--6GB;MO%p$4TmiuotokyD8fYBsn>0eCgA-TyzE&C~5{~56j zTxD`paoP8|GO%~7d#QBGX>0^acX!=BzCG_s+&Mrt3&D7jw0!R+1(7hKx>-rONN++` z@rO5rGvHNP4x1*gAIS9>dLZl{4;0X(e%x4P4$KacKqkb(?2q zSO8bRE81o2a-;3bfkmWY@J`3m!fk=M`s$R4dG3@8T3y`EwFWwOl-OGsVS5~L^E))_ z5=34sBI3Y9;l^-@pg{49j)vmu?tx@I>MM3UoF22bJj>$cC$ipgYD0^|VkSjsA+2Ga zdrovID?cftO_oVX<8=5&4l>O`o0uE=52zgJXzlvVG@Q6!s^jjP3*OD;vl3LfKykgc zF9boEkI}BL8M{7My7Mz~6m^kg>-@yMXCGiJeGb58gW=)p(Vpk8$*W{SkZD|x^@dNs z@H=U|m7H(GmPR7+R4^^%OEDM)xSYB7cYq?C803wmg1u1VL+ouSav+r%p&wrSYduP} zg94d8AGx(ZdwH&YAy*SSo@=_}2#$l)9uZ8fy&lZpqT%x*?8OvKy(^e3I)3~$vW#2! zoHFl<UV>W>WozWALWiQ71xX9}Qc#G{n%p323NS zv%Z)R=cNak)Od_|3^wYKOhId}{iQp*N>``KPGp%y;U|mYmIPq9_ppt-`h`vFwjo6+ zEjRHM{CkizJS21XWfK&jLhYRLJv>~qdhp!G`ej0Pij8Fuu&x1m)3x>;Nts_g111lN z$$7r!9VLz@baN?HG8GZFVVmV|rn)`Z{6hFaN?;d!9gmJ|;&*J~%MePr#{Z-5xc25N zMsSA1q6l3%M)*F1J3Ip_9rI5!_RS%$H*9zPagh3FQ_&(X;eu|8(|!0}sVy!QDo+#Q z^cjGQ0la4HSjEh@GDD6N?%SqzB<|jkb&|5gbII%C>54%Ie-RYQ@`KpXVzsn1x2ET!)%;4LywaZ5?_|byjpH5UW zza65dd-gkQUP5md>bT-rG?7WJBz{TbTb5waXjsu0XIsB&JXf<|dc17}HmE)xhVAc67DFz zy&Kw7xGL==tW?(E194EM?SZ=xZF5KZ@6yF++JbFW!XgxevoSwP1-FKvJeM9-tG~<1 zV`bW9M^lMKA+Br6HB)V?R`;p@PPIE3Y=c*nFry!G^9T92a^5C0Q-9C8On9uhV0Pm_ zrZscL|JzKr58Fq6J%S-X$1mfmUsez6+zaUcO!kmwDt?EEtPBSHT}@~y^bS*b_w`+| z+ZT>Wbv`I0tOm6ckG;&dD7+;uZFqm7T52c1=8-#$+gu(X#A}`F`;U^(#3hbCsO;ZA z|Ne4{YJD=W5?qdu9}Lu^__w;3OU~08qa)mes<$IA{Mn7tOc~`+Gl^#E#M{R;uK0e6 z25%D;4h~Fya_%{;(UkJ`6W=SO%ZMl|qWJtwQb0Fc)?CUlhj=k_!e$W9+vQlO$yRF_ zT>aA06QL>yQXVTbT)`y{^!?tK59DrB<(g3El-rfeB1rTc^;47}2k1!P>>j@PrO+;Y z?HgN6ndFtF!56YxY~j>~fj01~OeFR^2?O#RoJ8;6i!X>@TaWn17J@V_aHi!Us=ByE zfB91TER3^93?}c!A&vcLc7BkvDM_;y?HAF}@N#m&^?C8siGM+PX+|Wln@L8nN$Ma9 zo71V!p@wq#uGuE;xLs5F$hg~uh+|qG*#m>2S#!B6?)apM=w$vti(DuQ^ng%Exq+|H z5wtlm7+;`UJW7+?C6}~VD9iKl$n4SpwX4*N;GuQNBlRmUzG`yiSj^6bLuPv(e&KE{ zR`T_M{MFw1*!k@{;k${9{>_WC4E??aQH~&OgB#|smFBa(nRu@S{TRakb4~i<)o3CM{$lkn(okxAxVeJ}KcO|25t_zq+#Qrk<=#%n$Di1LG zL#0Kb{I@k2jv)k5EC<$S0OjxEfcu*xoGyw5WCvm}h`;2iL%#Q&zrME>XaK{$=}1Ms zX}H4iDffH1=?@<^%FWVIA`ia-0O=%sa**7hvt&srV3OuS_P8{2&G=}>c zspRA)%;qfItrvERDLNV(7@0#?=D#0Y^}YN>ILhyXz~t~zBr~}B?WmtzwQX|M9UW_L zeo>t2_5I6V*G0QkO^aSdgG!pG8Jqbd1cP}YM$_t}>Lcs-0c$s2Z7UtHBCzYbX+jLW zjMKLp62?t8E+^ir;V8M$?tFCorH0_Rh6py6#A&v%s=cQd{3M2aalR8Kdj-QA30?*E zQ&To!oFHEq9u2t)PJ}z7&vo@vCWO6M5N%88KUJHWp*dN@x4(^*dc}QjIMl(P0p8+H z{6=`sZK}I{xI)`UJ$ITXxa7lEf2z)O{iydH;7i4J z%tZ0;8(LvJ)13ke(?X1{*H|zrS5^3Uti047LqA-DjKowiG=;y>pqz`_{3J*{!LBl| zX65ep{*gsb`Z&qc!-dp+#8o4I)v-V}yLqscrMN*2S8`Zxe+c>K?Qd8ce$pS(N^%4y zuS3=-m1~~&cg>JgkK_<+HTM3UW~-EWr^UJjZ=0hxwh6zKN=eO!nk2l7)B?!Q0L`JS zZ)sFwSoKRsL2QKaSFZ6gx5|97gQRvsn<&g--n#Z>GE=6#w=GQDJ)EK4PG2z_1ru2G;`7Md4E=aknMd6A050sJx%GlL66dij0(c_Jqy_+M$E;!)dhsLvUWp#PbA zJm*4*k0M@j5;U2qI8C$a6v(h4%;~O3!KY98Ue$mh;4c5uGhl23T)kl00r>QFn5tgJ z$r!U$#@f7;nSF`=AaJCwA5uWWGoPFs4u}Z@c;eyjimpBIX1+f@ZNAyeczW=WZ%{dS z7g8*lAo7|zLj+eQg5(7u82TF|`Mc=eh}HAO7(A&Q+^S94otM&fYw?s--7Bl-FS$0f z>9kprWOW(KuU(d1*bI*^OCpln{f%-m6fe8$hiOJ^Pe~TC8epl{q1j{lpINF~+2B8K z?Cr#)S`0Tat><3zaeCw>yih#`i#y#lZY2M9@JIHAJQD+wzF*_b3{4^BUViy01Z98(h1aFmUpnJp!5#ZE?{GRV2Q z#?iKUu{f&cQUL6)0-ztZ2?>SVds@)1-HXXHk9m0kTvC9)DJUYRJQu^&VeDEyvN`D8 zC5%>$KsQ87KOt)P;2}+F5nC3zEm-wlT!Zy~sv2j;VshR2S(3Qmu+D)uA3tVV$eT4x zE~I=aT0_&`NPCcKNA2fMMcJBv#q$2YwZ`k^cyCDPG=s>~!r6a0Qdq^(y!3TDi93MvMQ3pfr$*BrpLa zVT!~OH26U9svLH1V(B~0TxJZNmv&B;spMo^^nyh)?DskBf8R5YMO`gHwW-ZKN;Djv zQb9Sb$u#;PS+y!OjZqG>#k6EJvp5m*lZ#RhX{( zSfMb2xU1!S+Hym~mFWKOV>FW6)trFnEAo2?S2HDROwznfusu^(Sc4L652MdoK;{fD2%U z{ee3Ek2~M>yd0j8w+t16h=^ZmD<|VyimZrlV%i@XG=vqc^s4k;yn^ki!DA_w%$5F9 zuWv$xUIcFK45%tvr37weNB+k;+M5#-o+NVW+T7UF{YN`R| zn#0^rE+sy~gfG0fMZ|C?#MW{pMFPjmk-M31KnB$)_m=D{>qB7s_JEWp0(-zr6gmvU z(w+vmt`8%}bxCd_pX@=^Vvt5~9ogBB3mr;3XTJY=aKh7yrursL1|3`c72-Lwgr{^J zrxfiRTo|3TY4*6@^zC}H8Y%Mt zDZRV22e+LIpvg4r=`0y`sz!nfQvL z-=LHrGU~5cf_I*Gxojk#pF^{7w-C2{Y2fW$*1HsC{8O<~rC!8KE|ChC7oK7otI-Y( ztR=U*<4@joYM$=$Wn(fs=;-kES~AvO8!AVb)Wy@M&auJ95)!(G;SRtSlAa18y_A}sytU1)3 z;!fErVQcQ%%7B}h0G7jraD4`9K1wGB6Of+t!!*rv>kP13*$GS@982{_wmpT(gBBa( zSjqO20J&$g!6`S{BTFG29o~R|8PCu<54N>jjafv$qKe>twoYc}fP{u}A#n|Lku{HQu$34o`%nSRK|@eG?>gc7<1P}A?VQ*6L$vY ziy*2``CPvUM+zd+1T+=>%(j1ZZHOq#i0V;J<89<=Qj(bBW@raA(6b$7ct97v3x=ZA zTsT=!aBOc;6t4RD$AnM#YY^5p{ZBZugQxu?zUzim4`xRsDus_ag{0Rc*LmL%oy_?C zM0w^=A^$hKq(At#sJzqr7eqt@-vI17VTqGp2TFhdg#*z-M*JAa#56BR58QNCS>C^q zTKh*Zb@M)RJ0~zsG;1tjxfKxRzJ;W0^0Qx_r{voSxZfIe-R~6@w)T|etmZoDmQ=W@ z&0v?ul@A(>YUD9m%U)LvpS53M&55}{c24n^94Mm)ow4_u(pg4QUfM~kW*d>pHQB11 zkS0-pu;?F3#KZqc5j4jI?Ji0z*2`}1PNluP!j9(lmIRl{Y4)rwk%5d@enf&45ezt1 z*Xd}zQtou!OEfW`M%?SK|RF_+6c(&NsB zxY~5j_02Vv^$=3#%b4C_IbH|<`M0O0PW=xfx)CJm?v_F~xo?P|H6M42Tr7nMp}VrI zJ64pJ-L7si`o}XK4Nxm+On{VR%RBAzfsSmc19VLMER$Ys_8W0}N^KL$0&9y*|C2IV zI&F0~`H@q_=x)S##SGcxN}(4;`1W}5G)AN2EPZ&Jwm~t!C5Hwv5GKTM@3eo01T%Q; z_dm{`M^~SCir9m}dkav7OivTui&Q+-<|dAeo!=N1$Xh=td-Q8agF4|HD0BMnLBt9m z>cTxeT*f>a{vjhM|I_1K-#aSY}dE;C!K znl4Qce6&LIlaxhR+P>9jQ$}~ux!Jjsm2sTc^*k8>CuS9<5EdmVW=bCTl17KK zIm_giZ>lx^oj3HDnxJV^b8&|~+Sjq__A_BbqZl9UWW$60lwvhT^n=|@amx2YYB^S< zwJ`V6-RxcdsVUled0kHKn}xFSvhu~jEF(5UO(I`5-~9ZpVrx&)*x+dueK&Ep%Mr22 zO{4`dAhPcbpWwCU)f*a)_V&asv@TxxxVq$h5R_#3?KqL*OTbDCKphc*Dre6Y6Nij5 zOJgU`B+%>X$(?e1hi~I3lU>io>)Qpha)4&G{T(6D1#xb8sF#pSEWjW73Fswjaim(D zKJ4;qeJA4%Eb-iYujVYkrNQ*PENnNVg9%7bWI!*^HSjSlMwD`>mzppYNqzeKK<7|a zW78;Gtg@!!;3|&xgYp%%)kSvAJiL{^Ch6_ZX1?RSPiunsAKH$@FW>p{kn527Y<2?n zIru&%LF08pYQml6Lf>pocpCgy!~FkoToSFP&eQTSv<_F*FPR$v`ILZWb=HC!hM&OZ zgixKnv&-q5szAar%tMr5VqcJpQmh*iEveyi|N7?_xddv`Jj)#C70sI=Cfuyz#N-c-DQbrjpuIdKKa5EiX<670WNGFKWoaRqg#R(w} zBt5&Q0u?yn`YJtE+qKU+EN8{+)E5!ZIDh5Ps`;Jy>xM-pDiW7ZF85Y|3=t~iT z{|+EckZqc4tikWe?Q8Uh$STAv-h+|;8sH=pTpalWyaWN7fH5EOhr1`o|2X^8#> zxx4|M;h*zSdMtf%0Sr>n_8lB7&m)!-N*8qbeiqK zF_ffB0qKxEzTL&@nwYscju`q69PT+kibF#nJCLHkffoR#ZPy&Z>rVq;_D^v3|1~lu z6M6CQWFDF&zM6Hj>_Y|d$nFzf{2aqk*ExzUPi2B zW!ON7D8L||HVnfg0;i25rrNx8{(L;UcSPZ+B@Y$B(T|`+;c@;g$xc>vG5tIx#%VUc zs2NpD>Xl^>FP8_?u~v0RN=N@7R6NYNF@VXT-1fMsCoe*GUYPhzo6X9xX*Gghlt>hC zmxCS5<(Bvs{E+I3tI~h?Wwy~onLPqO9dR|%Ke6_n|562k3n!A%S;UE2{6jlpDkMq` znWo*NrGKV@;hql0;(K(7iZ7#hc!p2iq8MU}E@#O!CR4}EQ2z6Dta7A*s<4q9;$RrPyTFUouh z?jX-+dFmG*bkg}9<0|EVCM(%KeGZbw2{1M{_HUY)X33Ty zwKeWmsDSnUBvj9ftLu!F6>R?&lonxzkv&vJ0j=a zx6OE*yF4-Ldjt`jSQelTO_smySm(|fEzw26L>OUCa_xg?O1#q^YIK3{ zz6>mq>1Oh-S!|P#$zH13fD}(fB0-I-$2Nd2!;Mq?>r#FDl{aLv@+G30S6$#5)x)LM z-@m{ARhuA9?f%Lp$&VxZ%UC+d1T~Gc&mZYjgQo;&s~PGA&%S^~bt&xh5`V3iY)Yrz zk>BM5-!!etM?hkj5~Z>zkz2RfHFe|QyswYYg;Z%DUW1a>we$V?@nSGK!GBbqP+k$g zNrhlOdTkId*5WVT8jL$VVO(jlTquNLruIg8rIHew2USV!&QIVg5DOfroqvMkYyN`# z;Thg;gJr3`tc#p}K1Sl#;OC`t@1o7632Nf9a5<3!m0+FD+ny{(#}6kb@vp zHq2%Rr*mtN??Fj|%_wGpGWyG=0VHY_g57AM#qjV`pPvNX-@fevq7)Klm`anUX`zCK zqTP;P;5&s2Cw zyn!TZwnRH!i8hEeEBd%R4els=>n}*@px4#EAl^^mU?QVt0))WFKFD=KAkQ24)RP|t zc)OHR)MZ8I{H3P;hi!sX{b&o{j4$d(g$de2ZgTgIfo?vz#VzCqT2Og4n+LU5H8lK= zrvR~$-I+OD(`%L@mRAOS!iOI_m%{+0^r$;EBTXKM6MA$$-|^w{?+AKRPj8?75HN(6 zYb++Vl_$5glI*$dp`&F2cx&nI)MlK~eW;W?O*>8|Y{;d_Dh8C^dg6TLwQ*3nZcD>rpbA6|84beu4Vn0>WpnDk4EFAd7^lFTx-w| z;e+e!kFKxie;*_=l$ytV`wJ2ZsE(Irxe*M2w$^-zGornSSPk*qi&zsdGhTqkrrSr0 zI=@HWF?aM=pE99ee*3%jjf+krxyNWCM!!fu3Fwf*h!X%95=WNs7bI?w)Yxko1({c{ zYMeMxiyk;o7nZ=q`64?{4m#%^9dzK}>O$2FW&v9puy)IT}3>}Iu*f7D%_M0%$)R|}lRVhM>HDN}>ied@9O^6st!Eo+teSR1*w2>awETO> zjfV_jMRxbN892_$h27o{t3J>v|Awb$V{ zZgPVm+28Kw4Dc1rD)7-vKIpuw>7k_UwaT<<6QEnD6R)rOJ)voxV?If>yZWw{DOb#0 z5DC*H6#B*wycl=!tk26TsQ*)u_*knxCU#}L@T4qeK}HwE&Nmf791g|83Q1c3wj_%D z$NeS(ko2^!Ey4$ISpCw8WZ?G?0C{nOGAw^C4$g4Ya^W)IK?7hu1V*qhyO-aa`;rqN4(%CVAvdGY?~$#aL(G-<#inn-|vf-S*6TlKL< z`;&$P>7g}w#7wJv*_5QBMAKU4a*pt-XCt@=_O!XS9wpApz|;em4^M$$@9D6-@4Fj$ z+b`jZBH$!<)qBJH&g7qGWOs}dS8`cfJfl#TrE(vMPFRb|9Q|2Zr(mW^=ZA=5JegFeROK45%_Uqg|J`^rn~V`r1C$Bu?3#M-t_=YWVDG7wzrc zIle;%N0Z1zmtJ*t>>8lF0bDCZM##|)Wh}#^PmCMs-FB)r_L8nN#o1mW$YMHghrQO2 z*q5iX$Luc)+Ov!FX<;JjO z;`LhI*VaakUkRI|UyQg$D>3@0@Qeg(DS-+&&tGFdC^nGGD}gip;rB_6r*Ep(ZuFf| z;meu}Ye^pV43d64Vl{G7B2mV7pWfgzJyd4~sqF`A5B%R3&jzFviCDc)1a&Ax{=h?5 zJS~9)4V)Hks3(vKyj~Rc39a*>6o591GV?odBPiZ%#eyDGJROTai){pfJc#NE`0Ywe zaXSo-<^k`3MMIzqv>&}azceSz1podE@`9j&1z!#X8h7{2LKQt(C6XVzGdwiJuJ(=l z%N(~|J}|9&MH2gsg;3?-BVy)opdr1VQfvF|+Urhltmd@{#DOR=E8;N?5t9T1_Owd8 zg=KWtl{!$wNR9b@l5jp5J9~B{NK8j!IkR#w-b)kDYme9hY7!9vVg{edSKrA($`Od| zG~z%ro9#KqA)JOYMNPF8;=>c}G~D|3sb@dT=y;6FLRguBwh;tBqVblURNnp~w^h@waM8K_TeoK!G2k zaky?!Hyq5U#!~qmhW}+G{jh!Vi3n9ECshUPr?2_qe$;*oWX4IK(NmyU-QL5K|0jM) zif)oZ zG7z%o$#huer(>k>-1o;%V~(PWS_->$2<2;#yTWIjzJK3J<;?iJe1IbMu!oFm?;VK^ z)vH{%w)5~5p?@1at~Y-ET1~bE>CG78@O?maG_Lk( z+*ZyYNn!Hs6%mAh6)_9qi2*SW6XU3sq8C!`A7@>gZwWz__WfUwSMU>OeE`9qM9iH0 z%7PnlFhX1i_=)3YxGw(AfS;xxxn0z0{LR;;%=qSY)tE8WPEDqtc3X!)$C^ox2_~Q1 zY6+Y{*Zls1fZWOH7Q6^Bn&9=kN$nNDKQzQ{X7ps^s^8o9OVH@^{=-L4Y_DI?Oh$je z+K^XTx4_x-Jl!arvc*Q>HL!Y9-htU26Tpkq7C0x^b2h6E56^XvOFJ7Raa+^B)C%D# zy*NTdo%mMC(oX%7ST>{~O3Uk^;=H!jvvQ2Js@nKhsRDO76B>E<1WMdF*a!ai#-9B$ z_|frt`CdJNXaps5Kml>yW|caa3q=_@q<{U&SAFwaBz-yqnZ=HlibcM1AK6N*HINNr zKY{L6Qs00;Ewe1`O<*-8p5-x`A$f0k18ng+?yf9x1|vm2Us}HDjjO9ZbKx_zWMhAq z|L8`1ISJjm%m*dk<#`#A1NI+MbO;#kjWeBEn9+80=vl0Lf*qecE8u>pvjp$F8C7`@ z`QglaWmn);#_Ss@nLc7v1(8NGVDAiE!5Km$QMe~1=4yq`B)t!9T~S`5`B^Xbz%tw9 zHrFiY&E5b9KEC0(Df-1Qp=$Oxh2jKxQsVp^Dn87U1wI~)1HFtwr)=hUKCiwwk-2Fk zj4b8H2k2g4u0K&Wg?|cY05UvlpiQtY94P#=sV8#Bt%}10!LCev!9EwlMb@4R;U~R-jUx#$fGCk?#*9I)&$ODw-xJyyHC`=*z zdkc6VxqzHmT7Xmc-HL^pEo(yuqs3M7erwG z4E&pR<>miUcfa=Bf5N1~UVJ|`)j9+$p6YBp5|{+|{O&fE^l?psSNkgIqw>(C&>vJgAVpepzCSF$+*Wji6^X?)NAce9PO%) z?tZR$M*E=K$L3s?o5VFaCyLkJ0`rD2tugpDbxl5R;1%WW5$dr#i@JqV3s=~Pr&xx4 zMy}g}`C(~eoQC!xdG~m?SUlBII~uwR-NbD>s~qgsWYri7!O-W?iyGeuRYXyX$ue_n z>B?`uzw-V_bNPpzeL5NWqtOWA?+AMKKeUk}vMq@?9}=aNmRrO%GeJS(+z4fqIi&zh zny>1@LNj1z?zlJ&i|JBJxyhWHqF^pc1mQ|UtgZSeKfa{EDcF8eVAmDbLFd$z}(q(?6S!I3+(j$3BjoAMlo{ExuPX6(4f=5j{U;?(- z;#?NzNrMoVfaWE1s`dh2pQJwR-njR$TU@~02(s}XC9iNjo5z9Gapl?4<5V9BNI?3r zI?#PSbvl2h9GQoB73G+Aja8%ITz}>mq#FY|r`}@Sx}5PwUCZ|G$>Po$acK1I!98hHpgL|S`D(bbPlk%nS+wmPB| zp^vz2Jl!pP)VFwB8ElM`r`8SFzEl_fWjww8sjSS>bXX1GiO^+TnMn05SO#yIf;|!+1Tm#Dm{uIf)!8z@XRd%W*tC z6(Y3-mi*6;??+)-%Et!g;_uG`MN8pdd?P`Rr(?ZP(H2U8^uUap#NKd1N5wbM%J9!| z-E~2I`t9~@gxAv)ea^Re7!pSJw=FZ8~Fr~^Y{+i4vY2w6ltn5gZ8~LUDoVU2ivL{iw4vfRPO90Q!q+=M zUFjjMeS@RISEg0&@baLS6IueXWl`7?Lu33B9nLu$V@>YA9_1%vsHaf2@3O@R_ATTg@6r;YxgU z?=~Zequ91!-JLv%=Ppx^+u_4ip7S@Rf4fk0b?*Ims!tZ~Dl8Hf01~Bq6R~V2W%-Ri zK~-Q1&JT{U`7e)~luLjT{V?|amwwjAGU=OTp1nN0LD^HHmNFXi!Q9xqnLbW=TN~rrFRfASXB)qpHWMVG?{=cb z@`R7q*am(yB;iJAU6!Z&oGQ6|NAZ3GYiz;2@t_^xJ7Q1;bU;fKcP;*JJw3PaUfXm*{Wh6}RszJ{x_+-KI+q7Wmu0C(q#Fpd0W!zFZ#+jgaX^w#sBAxn+i?OeMZ85wMCi}U?J)EMW9-*aB z*bkv+QHL1Y=xdkfemuQmqoKVJSmAuW0jtZ6TlNS_j zX7rzL%0sQ_w|`^@%B9iO6J zpg?Xi0}QCak2g)~QYRiX=FRn3GXzb$(-LolXD9XKWo=ju9xNM zmr*=)9sZL(As@b*oLoEb;WoWoM@cX;&RM(kVM$MRFqJ^(vTd(|_%X22Y&JjMl@N_gSmk8LL?wRc~$74q~S; zZ5pbrvbGt{7x; z>gErZTLRKjCrp$?c z<5RcG)o54|XY&_DJ2xhsDlw2w1shmNCoMp30^*=&SB)}opamRS5Uw8IVPIim2#{!E z)_kaRCC0$h*D%A8cuT8VAD>fzT29Ef!l)?&(c*WujUvC+>Q(fvO2)PGw~sK}xp-;t2Zg#c^ADq9v7h~$96F>NT+S;^qZ-!N& zkc-)?Tgu~SxwP?kpi0@=+<>+z=WOJSKV54teAmz8+HiMoZ<~y@wqHs&7SuO=AN68N zqg>C%F4jt(a;^UMV!dwM39owadl!8Mgo_$J$bRx&a!<3dLMAX#KxY$33L5`jCP#~V ziivuIAPA1xe6QttQ`R%Hort?tP9xhs6%^-h_I@EC>#FLen4sfoTHh6)OauoITleaqXomChapOh@O3u1S zk&Qjl<8s45Ht+TG+C+c=saA)Evr}C5j$3Y2EMwClH=FLy_XXZQF~xAJhQCh5b!0Lb+M{1ec!BmNh}`Z=Qe z4gJrU9^Fg287l_#NE@Cd9(-c6h@5Ccz_goXo0+@K|B;u6GRb>Q-hffnj6PUNC< zAxf((-+96!nc{6+v`F}L_=Ub7*x>Nb3I`ru;cEK%irK6lHKEd_z53RtYKqEd(Hgj# z1Ok>urJAK7H2M=R5eGy9S)Qyad5W4~3-gOxqEV9;x;jOs{m;UfgRU)c6Px;z?eS_o zF#Yv_lmTt6=VBXnlgU%~{?&K#SDQ;7?eVnVN?MH{o`lr+VRbWt*f`#C0Di{gx!R~5(IZz8V>HY0HYYSYfajwP2y79D4#bS~N;NrnRuo` z?+6qpV)a~Of(@e@Kqv_rL%6>rdITuhD)M%Mu1=LU;t<*<_RefJQ|QvzTBY6n20_c0 zZWn5P#3D(u*Ckmemui}v4=I;*>!s)-$>YC^r=H&?Hq!Q;W|a;&-$ip}9SlSgdJpdp zD2(5WS0HlCqex7?{((HpJfjPw`$r4b8!4)o6d!K2nLj|?ruU_} z?ZipnSap_1m;QZqrPV(oA0w1*1G8GV0lCx09E^SEHyqY1L-fvV(8_k_UfkhUDTW<& zaEfxS9C_t=dcVJaZsvCQsuCUC#H&PiLW7D-&c0-C0NHI%ANw@uqstATmxXSiM|mVxV4 z*Vbomwh^D0(1@K-Gt?^BS;!5TJQ3k_n{e0ed^2@65|s4+zI!pbhAnIkUmn7@q^Ph? z&N>6qTcC^L(H3QoH9I?vW$dlj{xPEG_7!ni?}hqRBxTh(K`PY~Yu`#Ai2wd1Ih+qEwMJaq&{?u8NyItw^=f%>Zl#Zu`-3*Wts5wnT|Q18H*T zg%>;@;tPNYp1{Y$o@E-k$>x;-1}?S%(Yvm;u}y3$Uen)*Z-fbIza1ao%Fp%~qHAAf9isLxl5M`TlVILF#xM2B5^fh7^zD-!y1spnr$3kz=usGh?;;2>fa)2F4D>cnXWt#! zPpefOy7Do(|MbEDS;T;Ij-t?QNDki%GV=(DkfCLwRyR6S!A@-w?5eBFnllx64DN>s z4YAAT9nrw<>boC>{yS^_pI4fzT{B|8)V^^5WbE)1h=!s)NX8mlOWR;AfH+7B+g*5MTBLTFM?DLb{E$Yq!cE+` zRoOSq_qiSG3RBZnn|5Kn)XLlw8$Wsu+|DQ;<4bT&8T#VLxT~nk8e&y}GndgLP>h@D zlYQ-fdF3yN-^b#F&JS?Lv_{3sK+(I~3KV9$0$t4KA^Wz6dQq~cQ(v@|-wYQ2pcISH z>Gv4ub1szP4f^W#t8O4%yE~9CfXqvnZ(D@l5AqoTuoN7jluExHy~(FNm-g@%1ajj` zUZhv)4EY%{m`|2~)Wrb)SeLd(=_{XMkJ*ldtcdAVn)=lgtC3x+&0E%6Gh;ardJ-@^ zL(G(6(-6y^3Sq`ob2zZaY1-d_Fq{?qldC0vmiJ!H#3^mN%32irKY5!Q=}27oDh~cB z?>X4<5on%p3}b=yf%P~JwJx*q?%5Zgr>H88OO0z?1|-mdgIB5$TMoq1BHH7&@f1{= zsfM%?NmEKb9w9joIg%&!xI*@KPAMq;UX?G@N1J>{M9MF)6uT$RCti#tfZY)sLLUdg zw1UfM>n@5AOEWg{Ft@!(d1+QvEsJw)YOHCVe@%t$A=myjL7HCjct5TE@UGs#y31sq9sCll8c2&~I{3Q$R60qowBV$m_23`&e4|gP_!@tpCg3M_rY#WZ}+w zqL)=w#}18_OF>LJ!v$k}Zi%HiR!MzZLlO6ggAZ7uaofL|G?wr>XsHi_O|s;zR@Py3 zkx2Yk_>b^GyoLoJnLy>3zWy%JlTUVjM@=Z(fR~C@#B`^;h*oT%j z@w|EvRLhu*+UG*wB>eKH3NAQd1`{v;7G#bGFo2R*0>%WG{@b+u&K`GuOic(n3!2%x zobfDk*7^R{qDq}L*fiGbk(JXD*S>0ID#|B634ceHGKRanV_icA(*xQGBMR_90pWd8 zMU%#tZwGFX)s2Dg*eYsc^vrTzUDc?eR9@n-U*^Ka&>~L>NG!kVh9?+^(qCN5vJ}^w zK|YTViQSbmS|E^;9+W==n$(7%kHK*_5k_@5a0JTaR8GBR8+wRkrj_TD20qW4KCyLv@Vhfi!rHVC zEVI%b_X-H2dlAqWp7}bOihni)1sgHjHae88$qW2_Ji}&UL+;vkbLY`i*?L0YQ^VS> zf_CsbJ~Dz|PB@O4AKhK7I^;}tbEA*v9)Fy;rnuGw%w$UPd+MH*4>JwvOuV{D)%UPAiUGS>A^znub_S{LQ1jm=bGCxgO;FK5F@ zWterh(BBd%i(X$w4%3HeTq;zPAH;tzz@KmvtL7EX0VnfHkNjW3$L+F)cMVu#)S9ew7}OV+gz zMp#C$%O=+fygL&XU_JF1Lv>if**|$225*=D$|46o)V;Sc)bb2i&*G^seNu9}t=Z0Y z6(^W6FT;ORM8;Zn>ioMyG2efz2uj@Bg{3VTuGI~%`mHAEQQu;i ztmqy)En`6(0>lgm4<%y9|G;wqj3iX2F7Mb0Wx8GQ_grf*>iIX-qJ3_s-6mUMr2)S)Xt+UF%j+z?>!c|<2%i% zrw|-h-}>l?t{(1;Uqj}>pB52DA`R#o^R6r7v|85^>_2~Y{zSL0P7kV4H{MnAfR90H z8=eTZjm%0dES(s)guW5C-tSWIa(-ugt4;0`uLFryOgH!lmo8&I2Hyn1Q@)h#3Xs_& zg)E_#XWaRf$J-X9{?xS$Z3wCZEfMwC-ba(6j_VjTO3i#5bAAR5?1!=$Evw0hH{hZI#5!OqS9`9rfhPk-9V`D@_myMqy= zoCVbZ<=vp`;As*Pb9zUfLFUE*Qxj&o%ZO0;=G89mdYV*1%B^U^+e|UJYIJOd=8AFa zCQ_~AlW*_cLmD|of86wUoT2gJe01v~^zbRC{j|MLG?z`!f(@<=!%BENF?f2snh*t4 z%h8)Uec*I`C9q=Gw)$BJ-FUQcNinuHPl*FR;_IXlOUFpB)vx!ET*;wFwM)|2a0834 z%a`?DW5EUaofuy|H##+6ITb>}T2_2b3^(dICImEyLB&Zp(FBEa_<;bPOs`szrAp}e z@Mp_uNlBUY^i&W4|NC19{!F$?Tsm-cwzhyn6TBK-Rf(VeuPQX2yEF+--rL#nZ%V148RN5fgY>T>%~@^)la<`QGrw;igDMo2FEf12I#x5?bTW+4OXP%f+8{ z)uKig_v8Vsi!loOPV9@f1-rGX54xY;#tlO|YDX9JKVrZgUNuv@CpTTc7)`ku%$$C# z5q6&p%!8tG)~d?b4G(R%9~a2?)#G>iUcbxUnI9=SFZZur)=;0f9&ZCybt}}S#PZbL zxIUY&;VEl7&1v2CeA>Ts^RdhLA^o3VPM}e8rzxbNUcYrzMr9tCsc~GVsY2Y~>{S!e z<*;E5k1s&Fo^G<<#dzdnJZ$?G%(mE(k`t@3V6v^br2tu=y7M4La?#f=&L&3j(Z=$l zwu8r{g{47nx3+b0t$l_ksrC`QQ<22tL3Za(TU$Jz?UA^@jV($bb2{=bx?rn08);jh zU|CTWHqPnNbuadQ@`wZpisYz-W=xgxmR1lIwO}WjCZ@>j(XSV0mtis7pxXh_`~W2K zR^nZQr6AXJy%_BxpZ>wxA9@7dEQ@PESz3GCNs$8(op}3o}W8F|P zCl~DDhpVLxq%k{9j~(jne6u?_rYn@|az9;b7Vh8T*_Pm6kc_dp!*<3FOJ3TAUV3yO z#EKgWwAMPdoBgReZGvF~fr8_5Bl+q;zUq8awaa1nEdB9?7_gsfsvM?|F~4J6UOF93 z|27HzReV%xt;lPc!bz6vc~6zn*j@p+vcxMpLtKK%CgmJ8o$-VfZx?xWM4v z`sOK0=U^b}^PnfbfXauTe3;67FToN!cy*UcwRWg#V`mq!YG#q{oH~?c){Y9$^y8cdv|F{dGcrQ7KqOCt?ed+gNoNVs6S90 z0;ff(nk)+5b!p+;uWn}-4A+FTwdMR@Mn%U&Q`Lq@ozdHg3ZFkmDBj4+Apt>sPWCWU z;w8|@KsZK8XqY&Zl z_fWr#qvG_4BqP57h74~H)jwvBCGq1B5i{UAT1WRew=vjQQ`%(NMw_<_2$HAjy@1}v~B5R7}FVh$F< zN#0V#ZRP&gbm0O;&}h;s3?j6c7z*gg)lG_BELhgVBVOsfsQnAV3tuoF4ta>YEu1M@ zlQ)?O82MwOp-Z)JWw1eD9RC=WlHcAp{;ijQvuw?R*im?XlX%v%8~IhNX$ZA1lOp$J z89UY^1JCJ7 z3z}_K8JJz(G?|D;Aq>7n+E%Br&i(}%ho2jV!DaN;|2?vv{5F4)pg*)Pdhwcei8F!2 z-jO{V!wmgVFIon?aIda*z(ND~x-3iT>&=7^pZ#HtLjoA`IyVFVWuzR2Hs+4Pu{;f zy(zh}j!I>>2>%PB06%#2`|#ulgIc1AigGddv|ve1vrazg$aJ6y-%mD6S>nE5eV|n4 zcH>G6pO}pz3(Zp-q6>Y}!$&WI?x&l37l1cv{lYg4P_3tx*?brA2oJo_S-?38gbP?F z>JIIH(bHqNLcjbI*0(7P?`VCOWbnMpbNcfw5muQRI6Kg$0V48dQ|0#7i@Tt7yp0EU zYnyn2%eM(EgwX@+*54C?@bA#xr@`l|?PpBIlF+e5iG3EJZxh=|>lXcEoWP?03zvo9 zxdbgLJ_Kq$X@Uv007em)fvN=t)Js+(#=iPnsOF6#8Asqing#-3Deb_P56Pk*En zBx!5wCJ(sp(AFR~*44*493yy_GKBI+){96MZCCZ#?;bL91{(?=Epo}s zddyuBn+01xKqQ*nd4s!fy)JV6TDqS$H}JtWs~?hcohQBSFpxHzE9m~xl^Bl82@NsG zg}5hralFDSfqBME{fvc}%ig0(y^?o+59L;bi?BDquDoRfZ47hQu zkE>`9dP9xAIT)#bV||g~^u^PSoBAT#f#kQ0;!-d2mSHJ{-3R%ks4I8S66_2MKC;E9 z@wv+?yk(y&!gNFL>%MD>fE1FD@=7i@dl7ht_+hi0JZj1jESz`j6y)3VSVB)}ioQys2rfSdW>fXpxX_Se_8ws_!JAF^;flL zD+r2rW7coI@Lj=`oyfLC0=3R`FArAB2%A=&bfj6o+ES= zuSKTKa_#tg=TB~Y9^-M9ceoARPPh@lQ%aPKR5!ZG>IpWln*N-nW7Kh6mTR7FF z)gvc%%Gf#I_$<6pIXTav9FAFmcGC$nKeh>g${N+2e~i3*NY>7=Ne#{i_HnI6D#A&l5W?$M1->y#%Rsr#Z8}DCeMe zwdFx1HYAuk+$7_HI?EK)?G292<8HLK9v|hJryEA^yq~X?z2_PO~W2HCjn1Xdf%fl_b|IS1_>Rou)B} zm#tRmL0{*+w0GbIn})377&o9~<1$dXd}h*2>H1_JvHA{RsI)4#%syRrjJg5tWTET8 zKl61)d+Q57zCFe1p0>mi@2{GDF2O6Z+)o{Q=T)U%4KO^(cPy2ezrP; zerK@J&UL9S(l$Zsgs65lBH8{E6#w6^_&fSHFc(`S&&) z>}7Z*SsZ-=@vySn=EzA7*~uU4WSu(CL_;zwdgk!s8xzO307ilr*gK|oo}Sf}DW3n_ zxboAHuf!=0K)BV4jRsbrgkK?231aYzjn=F;K#Q;!P~l=Rc`U^YW~#ElUA*S_r|=^x zP)Rm48h?*ZSOLEHwYcstOvhT!fLy+=$CA46H2Z*v;O?z~?UB>ccTL6~(ih%h*6s_g zy~!9VLbIc>ud#agHATN^d=2;vqR4MefBk9oY+~px5mu9w#hof5f_+Qm(?2y2D`jH81%={$^6 z?~cD1@@nSuE32swRuf97d*oIIuTs$(82)y)_2c_OhiTM-rZL=Uc06= z*1ma!$AZA55*lp8{#=$0;eo%bNnihUl%!>Ocxyxz|XQeuEn&gE3ulvF-$> zTBmA}4o5Ob0pQ#r!^dr4mPGcd{i7IR&7c>*BqYajwVRBp_=2&GJgiZQclDy^^;ioQ zS)ea_RbH`y>Rsq;;@;+F5Z-iS)= zSk=C;F0|{D@s<)9E(E1iT#NPkTJ*|g-@?#}gZa*5QeZM(5n>OndHg=X_n`z$G1R|p zbz#}F`9TCN<3B#;&REdV=yx5VS|_$Ys`!w%HFOJZ)Ti#&#Y*eWnh$PZCke5=2*o~= z#(RJp)m2L~sHh#V*(i^E!#O|1cw^H>Q!SJCH@%fu<~yX<{%)TfhRGHl;gdXY)Xc;| z83jiGR{!>b#syEy1JK8W!n0OK7{%X-F*V$>c>Nls)T|=z@7{3QV3b`AehllWG-?K; zOG8xw%}RlkK!BeE-Ek0`~_)qW*n2v z5@#Rm6?9{GA3+(ny-^KBt?6LYzV;SwO(B4HZgPI&^g}U|r(O0N2w^54!o~`^_ai1ym3`!33+iBhQc0zwok=sdsSp*u6=XbbX+&DnO!ls z&>_a`-IvzBl@4$@o)nApYKXYAGQ9=u$ex;0j)@pk*q>s0BVA-PfQ?|R^|GfH<)74@(qhprlO z-kY12Jgd8nX;MUly!M=d;Mrr9Ud(Re6n|1SK&t?IIkpx*Grynv@uN6L5(CGS1Z-&@ zmmWs70Fr^q$w3To1uSq0R}s*O^fkc*mu=tN8^f|Kr`!zqcvKD68MnghiXwop@ywPdOOSN!`bp@h1*EI|%OPm`Do3AXH$S&W+@-OlgJ{Q1o~B1u`K|7O~@8DnwqxD+eAe ztd3x8DsrR6n<&VA7Ywlv%c}byJMgVjzM$wAypbKhQpa=SRhoKTk$iTf!7Lc#r?>|> zQ1K)Ho#0)H7SuSV#K`adIg)kY$WInf{DqhOYc-;Fm7hTkZfq~E?Ad#CZ)l!v!NEmG zn$1(%PPsG4&PBP2)~VexYKZuWbBm4@M-*j{s>JG;NRNKw25{zj!-Zi}fLW-YsWC;5 zrn@OyLRG4<*L;5|%YF}kqIaLqnd|v&eXu842)X1szH~bak&C9GeEC;#4Ixqo`+pD( zgSWYipZfhvk6lQ*%S8)?t0P7Q4LH|tOu!ekC!KnR<8`hzhubR|y_6UTUh%`K8V3q% z;cZbR`{`Y{=#kR-+&turP1OpoXj0NTe>?7G z1@py^uA&EIPcw9aYtwa;mtc70|l^}1yHdh$NR3Ctos|b6kd|?s1}LBZOL)v zFNv~|U$bnV-uKJMG@_WVB8MP}flonvi~O{7c5Auv&434G;gjP(9NB?>BC2#ytK%8i7#CH!I?ZWbK#xj9tDn-!MdmOp#pL^|k?4RP+l zN|g||0Y_kdY70U7tY%hxw zpo~ZSG`{Ymn-ljNhFy14)B zdlGM>KYseh_1MiBzGv&qji4{67}OuL_BL-$6OG$vAGJe}hyK`rj>0y)!rX`OV( zJ8z@z-h$Rg&QVE!ybNkpf^7OKqj#=4nW|e!Jbjbm(44=8lzvfozFJmeEz=S{1dCl& zpCz;KiN7**WUyKeK^HWKHjR4WzT%@IYw{t7zyp)bsiRyj6P zM^I{^&}A~z=a|5=A%q_c_yb;&r1gV&cIbR>x0o6H69jE7{nS^bW@WYQ42?5Wy_?jt zaY~LAW{X^gZc8&&vbHuPLDLv7r9nSQty5!WU+wYrvFb>63p+<;LtFRPXNid$;ybN- zQJce4RT#WwvaqG3m?L!&(hnqQ^*UdMuAdq&U!Ly%CZOr{6&(g@BH3bE_{JTCOLl!2 zZf4fz2JE+))5bqMFr{vX~cWn&AU;e-)9 z`#m4A$g@IDP77CV!j5Kkk& z+kv3E-_&gF4gEGHKEG*w^j0!yuYSH-{(609rK#}UHIONJ-_zWODOy3z<(!6-O1?E1 zx98@vTy^!#3rz-dtYu|IzhV7!#QK7>ihnrAVOxf^J_kHJXN!SZ<7;}J5_p2EF%4E} zq)DyF8fkm3Uy$?Rh;!UX4H z0wV!M(BG}(E4mO{2fkox*U3dz0KFu6d5G?5(cXqhA`R+D>B=7Z&_Bv13Uj_vrYs-U z;k;G56>mtKF!&{b0I#p@R`3o;`az7q=+tpR5wQyOUr!l+fc(Fu)<#u&P*l_wIPMw; zg3tV7ZytiiB!7Sd+pGH7bI)!4iO-Do%u_qFQg3<~NYs9=sm+C$9?tuJHdJco)l_b% zNV_)dRJqG+$v{6e?gr<@C<1&Lr8_MwjeXK@B0{cbDE6IB+1btqyw^Rsx(wN_#JUch zfygfoac=|!#A4|EoWWv9pf-KMcHN{QRCD|{JM+6w>&NbzI%-w1SiFUu=Ka(146AdU zTFN$D5>UDTfr~kWr`iWDOK}hO${l1U3zR&17W0rYw#g^XhuraXsR2KUXUPi9=qJYc ze&n>J;Ng2mU^Cr6L)vU=d_tKzt5L-exG^g2PF8rdP|oK+m}+Nu$RqZ1(SY$e*fruA zkl(y|+U`ConZWXWsi%JNx^w>&8dt9HOByVph3M!yNZMC4AYt?jJW=~5C%vn6T*&5D z8B|N+a)|?vDuQUuWCKW5xU4;)XPxNpN5NjHu%3-h+9W!OPDc2IY6}W&(j$S~;Kulq z10KTRPH}G71Zz2yaNm8Ug1a*{s@gj9tzt-|ut!BdOXp)@zMparLKQUQejVMB{(6Z9 z={cSSo9&lX7@bb0oN)7*yY(w{QdQU8gD>n_vO~-A(i$T zTsPl-qR??Lck$-|n=56)7d4LyZUzW@%^9?%1Eu^zdHSlMbS?cj`y zb5s~73$48${2o&VXV~Pm$(uzyTYtbdZ+s}uqIN_Nc4P590p)rC^BKN%u3hY8am$19 zyK*niM=g-RwpzE*)H_-HR%30%Sou_Xl{ooBg)4WdrgKrQ*P}+~g3+3>DnGZ@oW(6R zifTJMEsi8RODS#n3pFfp?P_dy!$R(ZCYTXMmgCKo5lfRebENew!4~|Qd{g&15Q$Y; zYOFLXYI_7WK$8JF;x^Wj{R1-Tn&C<^Ms4lmEzhIg;uXzIL(Qx!xFQ^89N&try7>V7 zwS%hO361?1gl4EKg@1OlvKkQa6P0(&@H4m->!P&6-ck*beAqA@V8t zE6w@)(J7Qd_9VDbK-btQb>B$mJo01rviz-^ZW2{JQ4(nyP+w{t6x0BeAK4;JF_k zbKMn3^>lIFmaRL<+bJ>9egL{nleDrkTxdiQ`PG8J$8~$)sQ$oJ8ybd{wS&)G#4qzv z_@7aEY3@iVG~4PZuB5{lmT;Nz!0!xWT*767Wenrm0W`-tU0Tn%dIs2Znl7Fo4J5Jz zPKcQT7L&&=rbcT5S6Xjd`3sMY4(V4PzcR0Wn`@Wwz&ptSPz}S2d4%^Hu)5anTj`Mb zSz8xj9hIQ=Wlr=i1h2;|Q_9h%wGtGcp$^-m87k0H7nOB>(jxB!6z|V{Y3%u3NdJUD zM5hCstir>xEbqUSdcoe*lKPOGqB%)VBTTkN>qSqCjd2f@wA$edx#?xu0QTYUXR&)f zA8h*1Z93PUE965A(fSx2jj_@)Nj1*e>2gc$Kznn+yadSWTWjt^1Z7_Qpk#p*!=;Ey zs_BN=6wZ7Kb<=%2_9;b^!2O*Y3z?tOkjQQ(7l2ZY1Z_h|pX!8yPR#eeo5$s{<3z1F zdY;mk3k{w5qO{78Lp(bkugQE<4(LqIB(&6aWf&Ln3!CaNTDdjL?%W)&BTogx>G_u+ zzs_)L^^v+weil3nLqdv$^It>dWGelSWAPi>g2mWWVCn@n8ln%*8OJ^Yc2oZ%0)JMgmBv=puQ_Ke>sLdxlv#9C z$FV~d#>n{#&&9Pjz)!nDr*zh*!53N$M-D;2F*BH71J}j6gSpYKJDP`-$%CWcbK1(f zyI!~+dYDaG{T1@Q{0EQCU7la8Z%s>OY^=O)pb&jnjSzYn1K}#BwiQm#NM1eU=iTGw zY-mU_4dR?Tn1{d#(eP+{Njcy90YduS)1hqsX=xL&K%v8s5N4>`!=HORp+i-Xw8*cb zGnkj%wHL2gD$HT9F&5WXBJ!o~DX*5c;T!Dl3~lnl5}&jE9nVc|EzZ4d-$e%u*T}M? zu%l}-KWi<!|p8C^qrb?8a|bTcV$sK139~Okgz?b+rkf40tr{sZRmYM<)txQobDs zvNPYk89RlBZ5qB&S346*MwK=Hcr3wg7#X{(C%8MvOe`g(uck*BcLOoaa)Ew1*as}F z%@QOWLw*z8x^NmY@>ajy6_Z)(#K8D6TXYUbJF`QrcEc+O%uW>{ponQ*xQy{!v)VFr znLR}OZD~(A!81ITF6+YJ=M4Py2eeSIFg@neOfx~CX*I56=_jBe#-Oc9s<%!@{_>nTN{I_?$L|w zg#fX|F0pfm^=Xh@zef^%sR^yZ%7N|ip3VU(fvv-8HVlZI)_70beD!L}+qO^sJ&$-iwqGljkZB?w()-Qo4nqMvPmN3uR>k6MRv*w=Rtb7RI%^w~Uy=-9q zJf_~7rC;E>qoKsEZH>=^GJc8%AKo<-#;Ef3O=?)0dy!-tOSTQyZjp1RSNTNu{9_B-(E^Va%z8cz2kL~ zxYAu>^&takXOSphFUo0PS17ad1wFxWA~fH0&VTeQqGxY`E>mvLyy*_`N@UyJm>5fL za#PsB=mJc6Vh^v$MJlbAGjQ92^|rk28p%SLUJu9q2EE&n{GISGI=fB|%YJ-{tcH#G z5yOKctIsx>WW*07wCgb@XoGI^+Hki-J3Ik1(uoco+u-kCK|)e@7#w;(8#bbngO>s3EySg03jPoK&*2OoIr`+4 z1vySwb|-COr%qJl&%5;vubW%0bS2?}=S8!Kmuj~*b3kj4#K1W^NfLk>V?Wfjz}z@| zxRxnlP?olE8>f3phn|CSLgAAnXn6*`gK-{{tw`|Vwe#5Xnx>P;NM8#e(3UDO1yP5z zKy$11u&|%|eb%!4nT4WT{K)${JXtU06_%B4a;(mtM_oo|CYd?-NgqDnU~*ODnDY?b zz~kb;bs3-h4DnK}y@Gl|-;!K9HI3%8uT%7IC}h2bCt_~Xtgun}GZ|tfGTX&#p25rD zk{!g{)E1Ac+}Ak*&%<7N>rB@igL{VvD1{fQy>15o%LvKybwKB~zX1mskgsZoJ6oTs znQ}xcz*9iHqhgs9&)L^7XN59PcU^R60#cPJ%lrd)h5dAzwLcaw58O2Xg`c1gvbR&U zNLNEW-gJCCMx7w*y{|J0+zY})2!f8R4yF4aM~rUJ%Eu#^`IZ>u)mUtl^+7pEgico` zZBrv{`@~AKRg{s#H>b)w_Q4FjEE3vuG5#bNK60X+%d+T@Nik7(&AGyO$1c5iVu)5P ziMe~%iz_kx_DrG)2O7YS@4Kn{>APs6*n!#OZ1Rt=!H+n0pfMc@jD;91cEiOm19o>k z?c2BDhq;YM6U{X7;cTh=>maDxp|hFzEt(*VcVD>Cp;{GY!_Ig5=8*zJKgIKST~pI_ zB}G<*vbJy)k!IpgH628<1skp>fx^$xJ(0+eD~t6`!NCHJBe{B6NXgFA@k?{lX56Z3 zV!hHP@qFa_hrLVH5#n_BfPD*@JHJ|b zg_S*JUCmO03t|$N>N(6-4C#eE;+7Anq>0V)B4eT?E>CyFSIY=r0!GNJ0T1a!zRuAu zjhn%)MlO`{g|UOewQFsmhS7^$U+sy*8bc;k(a8`M4)ynaTeB%CXUXpc@YdOD-=D2C zYaeP>jG@nFcWrD>j`QCQZP^fgdiQ?!sq6q7|I@sCoh~QDEn{(#RVc4vd|wi)Hjx8WmY2HT;W1 z$uwUV`NiNgtBG{U!S0s6ZPCyi*m`lp8n;beVCT@Dux$JU=818 zeLFYj70A1E%PXq94>w2=4`QB~6<5yoX4DNH!MHqLBhCtt@;yWnooHPDZadsryf)GD zC10{>rT*q1!j&ZKDO4HMBZTctQj_Zy2ZcQ8t8-;#*;R-bBoc&~j&naC!KeBBY=|PU z7zOY7b6S~%nt8P&OK7RBvO7w6Vz3LQ|9J`~CN}xgT^1I&vJO=HuZ)7RYOUUDk|Im< z3i9YlI8gpx<j8HVS)H)`OE1rCdJ2St~vwcjt`O2d6=gb|p zef)Bo9$57ODD;sMhijB(f!WyaoHAevtlnMnmXzC%*j`*xZj{_vn6f!m_~t3wA%qDA zR9wtlE4D`lwSsA(O~|~s=0T$4F7MlEOLnXsHvM-E`=Al_I?#g??6EHNHaNqe-U!Oq z&cWdUGtSIz;|Cwl`{SIl<$9`-{XB|i2dl!&7Ddiv?F&2{psMHaz(KFUSV_O|$Zeu-iWFVf*>2?nuh#3ULeO3$H!Dci<$L z{w`K(g~`r;$lFvRgsnLwQ)kXQV%kDSUO~OD;}&I{oY!FM@>MITF{!2eM+3LNziHGn zp#p-PY+${3ILwS4p0G}BB$yMG%{a028SKU0X8pl>JiFC?cyJBhWcd~#6w z#_3am8TqFatGxu)Jo8&+Ak%E@NMgXDlhHD)^k%Hs@QIR3<@2Vn5uM^2qncG|PPBdP zY6+}*wA4O2#8@Ec4)7)9!dSVTe`9Boa4Sv~u zXWx*hhsHAdaq}osSL1|E)^XuXn}fH&ob~B}%Sm~v>%_C7-1ctM9n;;u8if)poyFRh zyubs*2E#Fx%hN7N)DMGJ4NKJ4GSAre`VhvfTMOI+LKxO#|aPH*}V= zEcC~_-+2~nS9|;8*4UjmC){95D74uTYUF(f45QD9P2pd{B(0Ll>rZK z$q6<}OjrjawKCTihrN64$*=0}=a~#Asp_6>@%)hlQSRA2 z=RZ<0NXS|BtLT^Cxr?@_Kj?_895Q;^bm-fS?lR^H_O8`lK2a@mydc2QELSsilzI)P zzB2B12q!ovbjsfzrEm`3bHZmYU%l!v&iS-}0vkZ977Th=#nOJa`|H_NOmyN0`w1N= zO&Jov7>U=RFBKl9FydxYXvwFIUJW6G?Bq8~@o=_0#mb?@6QCp*r?--5&YC|s0YDJ-V=pkW}UYXJje$k$i;8W(^a*|l-3$I>r#^> ze~Z+US5Zo#L1AXvD}CZ^H5j| zD@L<@olR-PE;qxAj*1*?I?EznV+D8$U{(g8v+K?g4rQX|^nJnriN7T-@&9Sa`wIRF zop;yJlde{R^GT~Gjm)60R5SiZrrex4k?WU%X}sn%GTQ6tV`*6{he zY0Ep=djbRuw=AcJ34SClwKf7cOE(gzuI8*xCKUf#Z1MYiUQ{{-9nwr|5waPxqp4ov<5zpct zl&h*jR*N4Nlv(#A14L3W%!U@ml+Szh6l>2LK}SDrm%o;N%+OA?+dI;{Hv?C4_CjhEF2j|oDsaBrYp zBkN{Ex}SaqBWxjDwOV^0U$6TiD#n}9StnBd-Nzj5r#`^LthupkGUBC0Yy=%}dIO$U ze9upw4~|sxiglbhSm)3BWfH{w?r+X|BE!&6<&C2+Lj7S`MegKz)sr`Zx(!Lo)fuN3 z_|C>C@Tlto;Wr`hE7_ZQ->gfE_3P`!ShY{PRzJS7^B5NtPz#D!x%i0Ln~$CNWanAv zye-9hOfPURD(JCQiTKbHbk^t9ku`(em-u-@wf#~WU%2pQgN;6C(@L|9c|gc#%(h&* zM#Py&qf$Lj7Hxk%dP3Fm7R(B&*v58swHL{o))X52=FNM<|wuAgy2_`IlpJ3I~kf?e#jDYd$0;cv$NO zU~Hd-{n*c6A$E7Fp`{g$99n@)mOa1s(ys5z@)Q3L&AKF&2Wn+Tqt%bxcx8L5{?Hc3 z3T^o7lD{QznNipcnwb6cobxbTQz~3yC=R%m0!Q(o zsoHbGMT4SMo=mdhUR?Y~c= zLcZu3DM(x=n6oSKcK8LQvN^W_fK@h1iai_)J;n`FXoF#$aff3zSz)JfHCL$cz=+k^ z`SYfZ+($>I;H1o^kHHOfhH9 z!jP{T!9kAb0u2f=Ia+OCRcIvF8TH>o+15U1R^g|m2v{G<#{zT5fzGCwRM}z+>OsiZWy)&qC8uwt?-%@U8VRaGo*Hw`Fu*JC5`ohlnm*FEYj~#k( zBhvhjLn-AD(cH_C)|byOb+SAa)JNSs;f13sF`e@4HU(~!LAnSb1;9ww-)(%yh^xBl zk2|I=?K<%&w)ha^pR|rx>5#4Uw8QymOUK!QW@zJ@C26&paYvfUa*;(9YGp{~& zV?s#0T^Odlb!qN~1%y5^IpF)Mqg`+jTyj-rlgrp3>D(0P8|^TLsU6mPR6z{|m6ipw zOH@@V)$u!bVZK+m(n&`A;s1h=`3iX$@ZQwB=kf^6?nQ}J#05#$JEA_0= zNg_UxCE?C5=pnci6wSgm^o}HP9<^2V9X<|?p!2A)gLCdq01gt^|M0b1`2p|h3>?Tj zjo3u$h}ot3Ye&@iPk&rsc2~x?{R(H3{{<;GORdx{)4qJ*zLnEqX+!#2ygTw~opnwqQ$892fj~Zx!0uDw>VZOWf?CjYw-E*bUhQUmDsw8v_(N`IEgh00Ap$IWs~(q| zR@W}tyd2GqfrXg^T~+B%zEd(=PJh6et${dC0#q%JJu4Hhq={J`P9NFJ)%LyEgf{Uu zqG%>``F<)I>|1J1@>>{Z3Ml1VzWSyv1^mX^{2Xa|Op-kE-mt~YjU-;-R~s`JcY+02 zx#qIwJb%Nc$5d|Zd_sO|#o1)H*>2lBk6^2wlPm02AdVGmrMSaZ<_sm56fE?dv{Px4 zdDs{_+jq2|tR2Ch=I=}qwCL*gu(_`(Z7BpMw&6la?%NMb zbG;N2hH4fH^R4w+6LWrlUmMD;Nj+COa=XYttj8E~3&82>G@lRp_;w&l`+GiQ)38M0J%ay63ocEQVmi zX6&Zl;Vib=i_!~3PK|w-A7k-8DYnAHQ$iVq<*f|~7P7SkV)3p8t&yVD(nha1~U#3d&7g28W7g25tRMkK!tQvT_Q_JCn z(~<#S4NAU#sbG0MCvSx(pPT7vXSZHgm-HZrgP$WoKuZpfBf%RYG0BGI@(0zgIdD)B z-4+GKYUznF@<*OXTuDeNAuk74xN0)?%4t<{rfyj%LO^kf6ttTSVld~$zw(TDlOcw| z5ID?#3)SBh9ssmE^ebYn-ZX_COsX|L;bTy%okBJ(cHi6vWv8)W4Ut26ddR)N1pyOfIsAYHJ|gtr5_*y9C!E zw!p~`?wN9rE?A|Ujm4*4@dU${ze{)z`y8|N9ER442xFJme9Lyt>TKCy;3i{hfmZ~fIQgB zCW)nLb8*Tosz&&v-Hq+bg#XE9hFklN;6M*mNe?}zc&wmn&d5fHU zn5s>rNR-R56+mAM7ufPHE-SN2wr8+1S~`)oFwZc5 zpfrUk^o2HyR^S@tmW?V*{TTNFjPDrt6#xf(916D2#m=3*+$TqbM_UMy5rkZLiN8QV zuEc+Qo$MyG$Y7S4laI@ChT*;1==}IvWX2D0%_@n%%2@#n`Awl25W-K3UT8a zE8nPZY>K_M6?F;|%#!B_%(C66@nu01cPu=MFy8Zl9WOKGAu>c?=T0#PNwo>%5Ijiqi-1)u!jR*otQxK=*mo%rq)s;2a zZP_7)-hIDAD|(JtV3=4S{xYdM>sK^aDnv#y!_3%*f_L*1Vrn&GRjN}rCXb9BL>%4A zG&#XnWH=kJ#$f7-=E&k8Nl2c+5Wl(Y<$jp-Gv%G&Azi2%iX-_E!0Kk{QRzMN*7(A#Q*K6!x!eTqrDN3%tlSP{T=HtW=KC&bc+uEb^5_ zyeXs}ZpM9pL}->9@jV`}buGVinQwwj0KA^NM7jlHG4wt}* za9LC$+gk)jBrOYS4kA4^AF%xF?nk_i&3(Lmx@F@XAlUjJ&#p&nD_SLgtwCx%sfkvH z^68u+;oKl938KKx8eglw1-mbS!^KfiV~m)^M5?wT#`qj^Vn#O@@Ebex85XGOk6E1W zL^oLG+mHNx2wwq{=U8v%#M-QSJpT?;|Ii;*{jrW^nZ$A4O-`pSp z^kty0iu3vC41cJbi=;+gdE>sP&J*g*!5&VgqjHyaV+KiyRep+|@7t5!=^j+<4b7bz zKTPD+?)P5vluv@>zYcBK^MhhZ_sTn?;va1j+LUS32{;JW(;(idkl25&#M5Ovs1@6- zdE>IG4EY&iv;DgUvHZJ7mA3vgI}`&nosNUzfK}71KWyE|wMZxd>WM@JM&R!v$S%<*k>LrHTCqMLcje#o{ zt1Dth-3ME40IE#qn^c@(BYI+?ZcdVwO+}6SUhlZ+!NuWE9sfUGskNuuQxyig0{tYF zUL>Xsq(>JjHQ_@!$U+pH^?57!DlVn*oYlyW^Gz67*VP8lgW`=pglr&UdnXuhZcwIBN8lb_skF`Of*R;oD(<*AWK5R`@BlZ)k_h-J(@r zCQt4rP~#4I<7><%{>r}dpO5YTVaxrEQt09(?`ilvkep;wB+J?KQb$bVd(hJu(MFd6 z)<>AwWwo$yhXTXi`za4JSdzXwxJHriIm_VP#*0cHzJ31BHN6-1x1pFxkFFW18Y@g? z8qWV*GkVJ%ulPL`nH0`|do@f0eA@qRxw60nITPluRc4l**N-+YVGpWrar)mY2^cnA z_?dOUZHbfx{H)8{yIJQeY&Q}ztbqjK<@O)zBlt;n_RdD{>b2Wvy)egs5FCnlPs^J;Z8 z74Vz5jTFu8endP^P=R~|>~`2rctG61`5CC8i5(|hvH98((cAR2Bz!%3U2f5)FGsyc z+Wi?{Ylf2!P|X%pR*t+grP(0kwAo?bNIvF*cd6rGw!%xSiNdn-=_O0h)W((lSv7gx zPr9_ZAP9=UVPISU8%Nn-16g}S))#R`e4K;9p z?7Dv(} zP~K>J-urPoRH{`~*&G3)V2EPweK!?ZTQ}j)gW)kAIc+61#JJ69*de!|gBNr3_Hs)? zTbo3lF_^(&lIX-0iJ;DWMe%v?}+cfyE z*a1lT&Dm)IP8Uq@B@t*OTe}4B=wHO&rh_#!Jn>G>))5FLUF)v@#o?5o$i*7G(5&=d zjtw9}H1uec^kw%--;N+}bEh43WoA^AfWiu4@sF4q4;Pc{9kFEX0XGi^JC2Ik9|;z2 zZ?$BY)8h!3k7bzEI!oY$o@&ec`#|(Wbd-$?UWcUxHFy3RJ2+k&ofl+KJ4Ms)i!)rq zOWdA1SnqYWhx8~H*|~~8DdN(~8s<(=E+uH>M(r=qiVj56MPP}`cSp(05I%a}!(U61 zcv*5o8-JY+iJuSQdbaAL-@qz%ZYY|D&1zpA4fNGfZQcv4rz;?MbDB-g4qRvMf1kiw zlz&PM;_X7VHA!X*&aTm3=mwg^zCi#uI<~&z ztK=c9Vy(?1l2GZ!JVSN`#@SG_3dA~r6{nuJc@)?THV*SAK(kh%AFTFdKCZBXp2t2B z9VL+vXHw|%A}ZPKz2`Fw5HyVZ8)#pLX|-8@wf!vqQ>t2s!TXlFuX2xSzogK-Okjw} zrMeB-oNVMiTBN`n_O!5}X|AiKZ>MRGfk^TZ%Nm`z{=joY=wW7ifMjkv++k%gM&Q%) zIs^*4?ZMpp;eol3(l=yq6s}T`Vz=Uwi@yK8*%dY<;7ly_;uT_ezJscBm8X)Ow3hYr zPp5-VU9b?W4Vrw#uQ0sEkMzXg^~X>Jq2j2Js37Xw7b!8%SJ_mP8qs3EGVlLHUl+zo z@|rv3Da0u5$5{kt<4Jh`{24$dzPl?!4^$g|WwdWyzEbg;#LqMD!4*A(rZ!B?_88%>~8ZJ59m(5I!?A76+2 z#}g0yCtY*$&M8ljL!;=O9MKO6oMCmmqJOi4KZ*^%+`nlpHSm3gT8;Pf$NTg&Ci(38 zHB_Vb?AHzVvBGd^)6*+CYewnJ&wyQ-WwqRpw)9)7p1B0Y%c)XN_)c>iKxhQ;oXPd!Uz?hE!VhQ@U9m=rwqgHPGl$Qqs-JH7$Y=pHx?#%kX&no9B`oYMW zcsn>p*IKmmo9)tTtypcOAdq+GGT*~T>Om`CUMb3NI; zOFFW;MuJ(!HK>}o8~R%1Xrrf0vcv(h(YsB|@mPt*;Ozm3=ZE1N9;^roK=PIgAMQ22 z>E~^-W*!VkPv}bI@MDUYnv~`kSQ!e??^$xG#-?zx+!D&iL>_k- z9L;XU)Uk81)@9$hA;EaOX~9T&*3!oPb|d7{n;E8(VUig_2uTqRxU^PjVOQTyxn6h9 zRtpZ*RsbKAHqitpG`Iin`zB8_h6i z`P=XRO+&@YKyTzr$1m}^-%Lcjm$kef-J@kHK=1c7tG&e*W9YSFW8f$60J_$z_G>ps z2djCxH~z7Xp~SIh;}Cqtk@;+;rEs#k&TW9~N~xYh)(h{~nj20a1M8|dJPXTD*GV4Y z@w_~RAmrnuNrU5vntjZ6(r?nQ;PmwTGfDSs(nWHtW^5S z5%)w#ZD7WnfGt%40wYx)ovOcX+(O`JpYSe=oSDI{gin6-d3GkJV_B5Bxuc_+ z^y$ZXIJ0N$J5+Zh=|ST1RfhBO0qsLXEouF`5-L#0TltHdKy4+P{4VOj5C752h6kUu z8d@MY0k`$50c)F!Hq=cfeWdfl3|N%_GW!Nndwu#I5$?3g%d}#+8Kn^5R-d||w+3AC z&wNyG`RF;np1vxb1Sa_uzFZ|(4UAvjE~T|v;Vxpq45TNhDj_DHnfK$jU1){MTwCEn zBaB$ac%^UYf8o6^UlB8r<0f;5<45IC%ZgfY*-5)*9 z&&nzfPORyZO{IQ1N(E$-#r&f){-1bIqUQzC1-lwAXbUay*VL7`V#E`j!yo~Uo|1yQ zMvu`~Z-+nr9K(v6*pXbK>a^e0M$vt~!*0?eZmL7PpY`UFtBV&*mI1L4$suCh_l7%S zcS{*+0}DLWOYYv&BFIq}^1LYNz>@NRX<`GUOWaUnh7+gZx)n`z5g#SA?aGXOIDJZw7bsioJp6pF-GE3E4fpUaEpc#Ua#fA}YL=uK^o})y)JyyS{{H@N zanJwHum||}xaUz(c~rmkQ-dPw5L+{XMzdIuUfkGo!_$iT{0C_tk2-ZDzFm9Fy3PCT z7el0lF87C32B^U9d!4-tYcmJw+OqOolGF%&AyO%tK;84(Pn-q3w7`L+%`#UzG;~F) z^!CE$a?Lm_+iWmY{Egn}FVY??5%9y80pqj6^0aem;UO9yKK%;SWNkZ5vOX=ysW7h* z6PD>$gok(LgNW2YC)fY@bf=ci<~HgmpvN^f+1>{|H8-x^<|}@sUel8Pou0Favf3$% zZ^jfqR7z+Di*Hzo+KiH>@Lae#e}%$c9>lvwGuzlR#I(QIq_kRI`K?5=)UU7%0EQ*%FyxL$_ zLYMn&?ni){)4w1;Hw%`H#*Cf;mgK~=Tvs}Jn>VST45d?@fb&W`K+>!{Kmfn+W}Jo~ zU_w&i>eY^iegg1hpZfgm_upcWcVAxwUynrj;p<>DQ4MEchrCR>wa|vqR^NwnpsLs2 zRL{`-)?>b=7zr0c@-I#IS7LFnnu*;;jH4VAd-moDI<+CR7D9NrwF@sW-X3M+rMV}|fRx@?*ZSZzoHcd3S+nPID(d9%Nq;NxRzFap zzoOxHTWGPPqMU5+`X(S&W3(x&`>F3M44gA234~eLO(t63YB3SJv(<=>{&PSVK)6J5 z3Ut&kG5-$l|XGfi_e9rfNkc?7vC*Y$tc(E5Map9(Qo%PfQWs8!i9;ZQ*D zl$VURh;a5S;Fni`Wq>k7-mlB~`M_pp7ClD3qs`e<^k}->OcBl@FZcCc`&tFjb6i!` zzaHbG{`iYSekeqjrRn0wR9%X!gV5h>p?m%`+cblobnUxKhXlG-EvCIsxIr0N?(5Df z%KgN^J$zSJ2nZSd=SL^je+2N(=qe0)Qkvtgd&mz-W9$5pkI1qGGv{A6(>7t4lBE=1 zmnCr8$=u+|ORfuX9PkGR9}Gs-RwE#2I2op-3$z2JK@=8vaw&m&3NPv>=ZW%0%Atdk z?)Tf;>~UrTe{IqfgPSfQlO4m8HTB=8_C3K3wYgpv`9pXRE*7nce zEOmQZA_Lg0m*)j;{v43zamIW*FHi~gNEKSHnv%phSxLKkW;_H9sZoARU#&eAm^*|z z)QE%941wvjjPhZ)fG^Y`46J5;UP$J)>q13Ge2FwKcdDvqsx@QF@SbXqy`{3`KoBX> z4c3Az#ONf*UQ$8sko)3XB+9T1{Ow{TItG&hIzw4(k}u%aMgpT{uF+;1KNW2Q1(EZT zN`K5v5~u?+)4?fZSDhqZE;PCs;{otByYU!pNp!6xR$4O(5c3F1CU)?bYd6VBdaaVm zc1^-uY#M5so3B>}SQ?C8SKj%P@BSk=IyfzTh$&dl?$`lHg#HNL-pFW7S=LK)xdeyGPw_!*scbL(5A;+ z;e3*_8B(;Ow}*LPIv=RZU*GcmbqZ|1f7e<~5VSH@c7WL7=a{Xsjmt?EAY^dJvKkb+ zz2bxnkW!84LbXP?!s)Gwe{3D6@b*(%xFOMXJEan=3Y+?{IHnSwNVlXFYcq2y`7S*n z!8nC`;ABE-1S&R=_0goguS)qA<5{7Pj}x=$>#q3@B{RW#1xV$y!Q~5``v8C@?tF}X z>1QY6_sY|o)cS)!B#eT-gEBg0w(qfy45xK1e6A8k~Uzp&*kA6~SeH>bpE?cXaQ zKS)Rv%q=f3I}sa2o5}EV*q6t8A~dTl$PP1Pd`Z3(oed{`~=@qLs=#7`V}G4 zA2xk9egt!op{4RBbEzYDCTIaELXY4XpvPnE#T`uKP5le(Ld%zITp;3NOb6UWv7kk! zI%=XY0$66Qs7}>2wTSC9=(j73d-2h1Q0UpE%L2x@%}5dy@PzN#^I<<-c1MU^7chm| z?GcHNirL@r79J8oPIh?0(Xm}Dg+Ee5_wJ&i0A6eent@kKBl{?l^x=nA$t?&CUCP+qG;yQURc% zfo`90DTV(PNkg7fVr;ck#k3TP9sykv#@QLyV%yIUyP~_Y+#d!$UKn{GYopTyGiKmo zX=fp*H#(uW3{|b#dXVf0Ch58-Odz*K`+JpZ8R$M<{SKHEzS=4nnx8Jt z64{LrSq5VrnbCWDKcDxXcz?OS&gXvSo^zh_oaZ?Q{#A1&7ODN<*lYVM;SBga-dS~=C|}Qpb^9=^ehJ8$P*eLQU!Z(ZC7J{{v-aN^HV17JZZ|_fMjH%; zd=qf`$;mGez_BiL`nJZ#Ux?b3jlv(Z;O*z9IM;f)V7~}&N!x3a27K@HavHe14%W01 zA$y*3a`-&SQSH0$@#P*@j>c=3o?IHhmsM}v^kXes6WHoYkVjT+I*+Kxu}@s;yCQG- zm6)_3B;>{{9Ll9axB3#E=?MdWyh15&3Puv_d|~|!N&k9KhwXB@4%tERP33QZiz-;s z_ds=E(q3-T?AGHn);qawl2;!LN&LGr_=|R>`yhgy_CBDJr`Kb-A=cV8rM zJpUAQ?g*Y;A;;9-+m&p?s0%H7aI{Y!sdFvysC=O>zST5@tnJaNn{zJ>z~pW180wgWK54J6vcBQC~WPh^R+r5Qw#MB9i7Ty%uog{FP|EA z3?X2WbpIn8lyl@TW(5UXef(^>Blg~4BftDoKPmSSuGOC`V?c>GxKK9j^wsD3>ys}6 zYHG+qAo%iM2rBeDv&+qpnEAdT#wpKhUroX_AD(K8g$yfIX+>S#ha5j@lOA7VTQ~A1 zx!NLEZl-H+EnQAaH5{{G9D}oyQJ%)z^Oh|mKG=;-(rGiP`Zop6?;`KtO7+8Kq|VO^Im@=6PG?*_)9GeZWN-L-Eg9D11Em=D@Jw-(a{mVM z0+XnFH+Ed$&P~qtXHT(e2mCt=yDR6E0+Qn6R_3-uCPD4bc*Gj!E##4%{w#O?hKC-x0T{yJZNR2Q*86#+v2t#ZJQ4s#%^AU z)swzW5=-^f==DDmAVn|%{j#ILdIe~E`lDRJFd|z)0<1J;;#7644VQD|Y`y7$Fz3v^ zRVQ7FD%FF0D{Oj#5~r9UZ%INJNx8~MYW!EO^krImPlaypEq4!!S&tkPrC0<_2qae^ z8lP`GIcI`Z_nA%0i*Q^ia&tg?ZGXTl>Ri9s&O1Kx6PF;rbE6$`Imlkw88BYm0e7?f z9s~7ZPDJ%+>fMSDue{FBR*n@vme>?~eqqm&Z+F8ldzKuWya#2R>Qk%>vNZPprGIWK z{dQpI-r-d)x{*7MK7_4g5e_m(F;8B)LuEnW=`v=N6-XH8-mW5nYJ zwS;WuH$a8D)RfaPiwQW}ErNvha6A5moaj%$_WMD_Zq@4uRsh9pN)9J&z6=Q?!wOV&GILk6DptGPRC7e< zXYcayjhvh{GjpPoC7g4yD&~*ObAW2%TII=W7Y(;bEA%UBjW4;Tb@j8XxsA^6f0p>D zAauz4xIh#08l{&bFM6w%)piUxP?LF3zJgB?Oyr?>6|WH04lauE9z_@R2+DP_K=`eM zQI&9ULI&hQ;t} z=COYv!u7~o+!7i#w%_RvzYd>+U4X8_70?o{v^Us#1`%(&<6~oEA(G8b3ZcP|>NNo- zDU2R@4yfcPDxL8>Yk!j^GCcE!#Q>|MR$9|hQotpOli9N_eD|7^CaO;DM!Nb-Ib6D5 zQlHd{a2V*(&6X}u`jqk_fb|LO8M>skw3|Z=w5pRG`G=5~*_rV^(>}z(iA}s1Q|iL|5#5;#!0H_vaGJu-azD zVA5c)91sBRp2?;L{Dq|35`6xw^Pa@3x;PB0Ogl|R@FWg$XKdIsI6mrX`5JPz&J7#k zteXpeN2ww#XAs%x@nFxT>U4?vgq_rMn66veFoMej8kP@Z#? zO}g{&*gC$GNrrFg`I=W=h8c*ynJLe#n#Noa z$B3Lab{^SN#JC_0m$);hjCHP-M{rVL1alToZPtxQ7VgpqYwp|r~+1RQMnRhp@3D5CHzfEf4JAt;4a&6T6 ze!(eegt5Rgl}J7@;KftzWi0K49wojHG#v4QaQmcJhBh?%VI#~t9}1@9gJP=e5M6k| z*PSbh)V-}GP%e~HL$V>YN)l7fp*Y4TwT%gnzT0s)H*cj)&s`PB;Z0czW}X%|4#?n(PE(cY=ibe91;$YTAh zjP)?gO{oTOpK_Z1P`YdSKsi%M#*Y}pYz&+kcZ$~5Av%P0I=K#mG0omra2uOpH<%WZ zknZ35+T_$GhyRQFdsXiPwodhrU=7JlYaK3~@&wUq7^)kMo{<<=R_ z)=)JG0AzG;!%tg;p$8EA`5Z8#?d5Vp)zcFVT#C(TJ=1w*T8^*ly`e8Fr>^p8DPufG zDF1=X(hyaS=5lPZArd?#O2T+dV`Q9(8Yj>;%5ob5AHn{edg1+-LXV&rq_p#{Joe$P zF`e<_Kar<2;Ucs>0dv$TwFBc1om^Ur!;24evW-7Mn5^Pe%gY0C^VS*_Eq2U4zQ{a zD2jtqGjg1cS$n|Uk4so}$GA@?!W41|>OH>O4qNUch*9eQnDHON$x&OZT~w6=rH5w4an)NA=P-El#VJ=mO1R6bO7EFg@{XVO+Wd0bpMS@4;3SL5f2 z(`;^7U!y;MhEaQA49Dt}r>m6`9xJh%@U&DO`NSZ967Ih($725l;fw2pHHyNf(y44o zBkGU9-Rfi^{{|lmSX_|+JQ4_~6zy!#{jZ_16{)+Z;SwShcsWWs_rZIY7I5!F;$@2YwOIqqx2Z>;}h|=OgD{Q36Kh*ciQeT2DS&B zIH)S)X!V6vZyAhLDzDe-ccc|gm&M}JUB8sjtpH&GVNSe_fXaP7pc0u*Zzx#ZC_~nO zB|%U@Nef$CC=uanpaOX6Ft*-7`p&X)<3ss@e4 zn*s!3gh^E49hn@Y;^*#O`1t|4L73ei-3;YETR_+CyF79qHg(;ux<&td+t&&5t+-~; zpRl89(mlsCp`h8alv9`#zM$_v4%6O{^(-^j`9)MRoNLQ|ieL z;7@w#i!*N{eQY2vd*?tg0tlthO2aBJ!8ugz)Vf93ajA3~G4qBpgB;IeNaVh@|It|9 zC5i(fMbKVhycj7De|L>m_TvDYT?;*hE?&_Sfdwx>`9uXhG{@@~o!Hrp9Ii?1EZ=+h zGLDbVQgvpwE~Se8W4kzI*WM>ljsO50h}F!j63J(zLyO+Qo|i_aRv4KCn_aNsUNzf? zT~HR3zjeddJH&B$xd+cZyJf#<-zOYrWv}Wsm7iRum=iF9Ypf-na)CZ5E=f}lvFj4a zQBjOSASXw++mP%+=8j8N*`gQ)I$S=sPWj?<#oXFS-sdy4hIe^u&`jB3iv(N&Pil&Q zIsM7XQIA7qU#AoEZTTAtC3dvbz*y_AmARWwJ{#*acJ_JBk%#agTxIy#UhWUD)^bQ5 z%f~m(H)zaM(uP;{gqVAiI88@&q3&cmTRiV1R?KM9;uNHJa-~YgymYx`D|&NiyAJ;= zL1yFU%6Db@DpW(4ozII_K#M1#WGI*$XDO99zFBr;q1W#!*-_+93BFdpJs9OyU~8;LMhm9wJ6JKN2bP14r3MiX58e(C*Ga8EE{sFe^?1lU@^{hS9D11U185pUnj( z=Iz&$4Jn_ZMPoq95((>qve~0*T5lW*WK9X|k}4sYFsXLhk_+%CC}SFoAV1hy+&(3w zlBzXv2bxuUEfap8`MecB)hOg*!^W|PVhs^?mXf{nNH6*vuu?c^p9Zd>6di2K>diYn zsvTHhShQAa-^b<8I!tG7h|GuAaMNUt6~Vak*G_ zNqKeVJ9Cm(2e1CFbD4`#%z{_GhYnX!m50$ciGre>a}J)YVUL`Z`_9Bm>LNDnpGJcl z74xA=w8DU6EhDPx`TB}W9~C9Py7T@LaUAY@kdbmb8z>@^HkHDu_|^Jy zkBNUKYA7p&@ia1>Jp67`d$cXDGVRr{e}}h!6XLjFq-s5neYn+-(1=s8oGr#BSR3@z zNO1F=;S0D*)mTl0?93-(wiAKwm!PVw?gZa*7H~U41Ru{sX(8C+1voW5N&TdG z2m}%Z0%g~aVH8DS-L;9J!W}a%wyZa2(jZ;!<{9pTmy8*Sl5N2voZD?#&sud(Jum*^ zr+|~+sPr8eG*Na*hX|V&LEP6YC#P588J_2vUifOw@bWv!Ur6v>*@`Hkc(30{{|hmTon11x%+Jj)Y|Z6D zl~N}D_Tn@;0ja*&thSSh9o->Xfq&gl@6Z+YIt?OLc`Na-iUkD)wbi&9_wfp#)-**e z#0i~}9GQpz36bmCt7J1H%aGWsJnSkP^F~6p7{sN{8W@Qs>od1OlzK5WK==3vP_2z2 zi7JY!Z~Pp3yDa>skL=>pu53YdMjTM4PuKUfwOjtQ{f458;r;Q9UTteO_o?P`+cUiA zDYOj1!BrJu-O}6~zZpF{APhL`meD7N5BeeI6t|_Lh+giC<4CrC9&{-YnQoZZsGHX( z5veWLGe<}MP~*dNn1Hq-+~ID=znENnBqT{vZhwQSE zo#8iKA}#?d6sXzjDuY@YMw`>a_x$U%;6x5|>82jYQ=%_o##=hh0VwmEYBugdAHVE}{J-GGp3ClhRQQ?Ul1TOF|^shgL{R|FIpWirE zJHogRZ1siD1HnWPu;u|vIUr&2fEC!|Dn)j_tlmx=nbn=zE%9UlCPDbX)YT1j z08C<5J;0d&Cq7hSA7V_go(21O_?${Z8aE3Z^o?_lT`KOOO+H)uH((r}nZ z%cxjw+*p=Hu?Rt3w7bQe7o>J>k@LVj@2Sq4hOjfLH2|x?QrRnh`N9C1djCIL`1LPe z<{5t<0I)a}4aNqjc4WV}o*F%b|F`}^I8l#dOq=a~2NM!4SK@hgHA?Jx;8+E{)URhk zOHogklH1mYu=Bn1Y*d+ZgLB;DDzf(sO02amxva*>ha6JNXVEtS0!gb!Q|gaFsbIf{ z?#NoQ^)I9Q`XUSPw=x^#1zh7f+@HF9jh$?Q8m6BPjQ+-L#U|t;jM2lcs3_f5Uq#Di z62ivQD|^?MdEj)e-zYZ`Q`bjLa+LiGmXtlUDoe6%Y2X6%jK?;`t-Efm#!##Qp{2L< zDaUvws9dC=^!#S%#9J!E_x;K%j%23Z@&c#Tbw2?vb( Date: Thu, 23 Feb 2023 11:01:06 -0500 Subject: [PATCH 11/25] Updated .rst file --- diagnostics/TC_MSE/doc/TC_MSE.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/diagnostics/TC_MSE/doc/TC_MSE.rst b/diagnostics/TC_MSE/doc/TC_MSE.rst index 50f55993f..8680c2f11 100644 --- a/diagnostics/TC_MSE/doc/TC_MSE.rst +++ b/diagnostics/TC_MSE/doc/TC_MSE.rst @@ -129,4 +129,4 @@ Additional References ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 1. Wing, A.A., S.J. Camargo, and A.H. Sobel (2016), Role of radiative-convective feedbacks in spontaneous tropical cyclogenesis in idealized numerical simulations, J. Atmos. Sci., 73, 2633-2642, doi:10.1175/JAS-D-15-0380.1. -2. Wing, A.A. (2022): Acceleration of tropical cyclone development by cloud-radiative feedbacks, J. Atmos. Sci., 79, 2285–2305, doi:10.1175/JAS-D-21-0227.1. \ No newline at end of file +2. Wing, A.A. (2022): Acceleration of tropical cyclone development by cloud-radiative feedbacks, J. Atmos. Sci., 79, 2285–2305, doi:10.1175/JAS-D-21-0227.1. From f4a56abf1492052f0fdc31f1c8ae00d4d6ec7490 Mon Sep 17 00:00:00 2001 From: jcstarr Date: Thu, 23 Feb 2023 19:22:21 -0500 Subject: [PATCH 12/25] Remove print statements in binning code --- diagnostics/TC_MSE/Binning_and_compositing.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/diagnostics/TC_MSE/Binning_and_compositing.py b/diagnostics/TC_MSE/Binning_and_compositing.py index f58cf9bac..649d4f54b 100644 --- a/diagnostics/TC_MSE/Binning_and_compositing.py +++ b/diagnostics/TC_MSE/Binning_and_compositing.py @@ -74,7 +74,6 @@ def boxavg(thing,lat,lon): #Loop through all model storms and find the LMI, then tag each storm with its LMI for binning later for s in range(len(maxwinds)): - print(s) windmax = float(max(maxwinds[s][:])) windmaxindex = np.squeeze(np.where(maxwinds[s]==windmax)) #Check if there are more than one maximum wind speed @@ -124,7 +123,6 @@ def boxavg(thing,lat,lon): vmax2 = model_updated.vmax.copy(deep=True) onedvmax = model_updated.new_maxwind.copy(deep=True) for b, bin in enumerate(bins): - print(bin) upperbin = bin+3 #Variable to get the number of samples for the current bin (divide by the resolution dims multiplied together) count = (len(np.where((model_updated.vmax>=bin)&(model_updated.vmax Date: Fri, 24 Feb 2023 16:34:53 -0500 Subject: [PATCH 13/25] .tar file with all the predigested code --- .../TC_MSE/doc/TC_MSE_predigested_code.tar | Bin 0 -> 798720 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 diagnostics/TC_MSE/doc/TC_MSE_predigested_code.tar diff --git a/diagnostics/TC_MSE/doc/TC_MSE_predigested_code.tar b/diagnostics/TC_MSE/doc/TC_MSE_predigested_code.tar new file mode 100644 index 0000000000000000000000000000000000000000..933ac30907c60750573a1ea765f414e182d09e97 GIT binary patch literal 798720 zcmeFaYj+#Du{JuN^(#8VHHXxgqDcC#6J@&OCL@uP0{{{07?uiBl5c=}cFaEmxBZR$E& z^yWeERqtjvxmsH4tFQXQ-e`KgSW)6P`Rd&g{x8Du4B~J$4(Ib;_w3oT_pRCOnmr_o zm-7F?{m#S3kHG)V!_I@pkJ=9)AKgy73;ws)gjcEBe>nfY{`%{KcY|RR;J?Kn3?|`C zaMQaDrk6n!j>3xtv?3Vw7U$E?L2uFzM$-wu;x$XZe(}>!&w_4nFb{i^-sm<$EB)T0 zhq{Ya@KzcK`@#8ba5Lv$Gt^3x(%MTo&^2yY95AB>wu&kj%U;PBA8r{XSYEw z3MR9_KAVA@c!K|Cef#Wl585ULKhN#6=r%eysG(VqFckV-4oBgvw-}HMH|PbPPKCho zc0o!;2UdaO!l%K!emt0t!(%aZ$HQ}$jE?c|-$8@vdY;u^0&-f09J8~8q4T=&DnqnmJeHNco6OzV9L=e;X% zf|bJ7RjU~c&d~U&fiYnFhw}ENkgYdaoCE_EJMeo9RSkM0h+6+PI1ht4?9+UB!RFC_ zBb5*t5F}bS7=nEI_gsmnXhqH7+s2UM`fdAO=P(%eu7(%A5!g5nXJHSbH(a3QxH5Qr zF@VI3!$|~*iAa8_F0g9B&DA0}1&3Q8LjxZWgzmi8Cpiuezf}?nBvW2!N&=u(1C_s( z2ZycbdfYfX#smEp)bJpH2t(LLBS+vN$LO{+2bh3!_Nh0z4x>{*2U{o6Y#N0`WdVud zrw_AcV-!vrWNWi?c&PLjOgg|zzI^L6F5u*O*B0m;YXx~_*i0NIKmnaezG<;$`|$8M zd6;~2;3zq|EPNmh&%?#_d=i-U4-PnRFV1d54Bw|g=joGnP=i=p4JQ*C8Zc)(g}@m5 z^5XMi9*#p8IZ+Q94^}w{Cw<#Qx7~SyCi-Chqz~>+f&t9QC7P${pq#*}1y|EBI;b7R ze}BX?`#zY?uX>Z=FDjAOqlL8#SM%xhjAk%`o{i(WM@O{-sM#g(pY>Z5?6ZsLQzNUo z%_y9m*8jGsHwP#Z&QIS=Ct-8aLw8R9CZsXqtsfuim!sZQy;+CVIRgsx>Shss_pis} zTYQ4o{I`b&>u~&{=o%)ZG5AyOu-^2v7u4Yz^`lvcZZ*co5lU%OU3?+=@iCrG76U%- z5x`)2J+FT}q}7^FXD|z+>oN4@22=!Sm_szB-R@tuSfpW!oHjnhSPHgXG;> zxD4KGNQR2pd`L@a+lmf2?hN~%n;av6Iyl9C{xY03;;yu0z-*#Frf(lIto_(hy*GwA zMJ=Uk+!w|0<@09Ho1YJ%3UiFiKtRwp5-tJ-zKo_9AAr~i{(mpV?Ovw|GJ+1ne*Gf| zVf&#*T>*E<2zFRrf}GO2P~>)c9b8div;g#swC)8nX!4MQ$XqL_6xLK(S^5Iu=vO$a&EA5wNEtZq;zPT$S1Lzq4&(G&s?c><>} z28l-ol8k#lgT#Ce5)v=dIob#qz{nP-F~VCqbuaPnM9kF~$P0&0awdRmUGefb=(O9d zRCTccZY6!x>P3s&S=hjkd}zO8#6C>bRkPt%HqUI06}4$>+`96lL`^kNPDk}oiMm;1 z=wgt2o9b;06(gSbZBX$K##p8S|Gv|1*4y=aG+^d6mEV3BnYh4c0Xw3W2Ig!$OB7jD zjiw}RCo$lKy=Vw80w7^R|5N-d3)9b( zG3h6EL`aXEM@MfkzQ!FH4KZ3nltrn7m(S}F2TVego>A#_0wETc+KE4EviN24O05d* zSTe+7gf*V-+4-#<>i@}RPl690rD=fyYQST<3L7#uNWrFc4&WXB3!Z^!902z)eHhOc zFfrn-$2c3;!eHGrzBz3kM}cnecRH|ua{))j-hbMDcz6O>f=f&exGht6 zz`^gUZ~})KLSSg&5HKcQD|jrogL)gaqD3EZj@He5 zxCk4U^}o&kDOmpNn7Gx|Kg0-1--vBs`h)pSB%_vEp)nv~qKKJ*v?>48)a(w_6#P0Q9IV_1S;&e;GNB=P~5B+;{*>HKGL zGo1D_iX~tV!Ey&z0>Sj0)4j;_WI6$5 zG3t#lUlXrIDRVOz!l5BQQBV9{*bg`v!@krTUIq;T{-OP`CF=8g&@pz$$$x!))bYGO zgr6KVbc}af`9ok;PBc5yM)DRaB6!dQSl2)vL?M3m&*)E_$%ua%eBT>E-B=P>yWoC@ z2@ZwfgGG~?hdGKyL*R7`LIfpH&A5izM-g>+;A)%LSD7zBi+htPNH%W<3;5h>tT1X1 z=g=}y391_bI-W$_k&K!8;G*`i1^*F%V4ooTkmr6CKIL>d&ZrqbYGn7k4Nt6hSg*ekUL(B6xMkg93Gk}x12<4sV%0p@e! z|H*uMaWj>&67mpzLQIAh13k$*+(i562t=12%XBZiyc}K(VK9R8>jkV{AO5;<6zxnI ze$RU7;9O@_{EENzn zjByd>3i4LUs(evuhKTQ&H)O89n1?bVO8K`hzGvJHlhNymMh_t^@TFACF&NmWjDkvq z?%wp?sMnx~e(KGK(`#B*ObgFPkj%++3@eLBTxzOpLmqetTQ(IafB<>c_JfEzbPn4i z*rgiNVLtVMt>3~k;ouIBguy|C!D!5G;1piT3=G9J>Z*@ploZ&_5X9vKK492rc-}BP zHIXAN1Z`!&H<(zWOn@x3QRKl?#j8Ulm7(Gj;dih8;?@40Be zNv3gtV(<9D^Ta`h+^6k5@k<3#DJ7q2pYg9{7rrShg|8D=OoU+?RB2Po0)e1%Vr#QLwAMubQ;5;R~Xf%f)2zlv5#Kv%r|MuWoEq>MEUl1+mm zLsaB>Qt!hFr-d5Xlvl6TY%-~rYZ6vyO*E5=`9|Nb({0wtHT7zZrnFA3DRgxWw6s#L zG2sX8C!{XVUe)u2vvFxir(4=52XX1%A_rGZcJ8rM5m$p&+yP;5v6^5^tSy^v$?B=h z#`C1|Hxw6kTM~pYg)iHTDe5+2>;~ukW!tf3(+vqO@{a^oN>a#{O}C^PDoqXY7!_%@ zR7p3NAco;`jRtKkf1881Yv_)tlxuOYjv|^$>Bg*#4c5{|TPxjSLPTAd1sC$H@hYTK zKG&pqi*a+Az{G}IP;koUT1&8`3k!EiFru#zVtkbl4E!JtR?8d$PAk<<&qT3;5a9!} zDwND98ytmnj(bw4{JjcJw%8^q5A zm(&^-Kv6Qd=p4_bv`L+f_eP5;)^QN)NQ;cF+S^%jJgG@g6Nm0h$K8Yt_+7UvSaB~* zQ5keoMX`LCD~ib)1t$*L#j;~!b|9%q!;m)!E$ajVQ?U7T9Q^t1GaKZJp>qIn+RTOZ zb8Sl%StMQ2?l>CFoOUzIueNUq%3~zfAe#mn3{x?}oWd;EW>Kdcjn7lusO|VK1uA%z zTMDIQiKng0t0GO8qiasxbfz0eh~9k{Q$7B&W7KOkg%raRJurdJNFxrJ0Ka|7B?;-9 z>RMv6uOnnm@(mZBC72|}1G6-J$oC1!#6TfTNGdtw2%m^`GfTMu6Jtq`CWI+PJ}gXZ z6=BTu1eBwVuCwZ(1`vORiSOCLRPF8yw0=|-W9tMFIv8uL(wWhP6J&H9(|pOEf?&|%gXqX(f?k8( zEM5YZ;es-UhOEeDprd^z_TU5ferTU`pFH{K(wC_XwoC`BeD@zAvqq!XgWl+}8FY|p z1Jv$6eA+@fZ@zuz1)28I`U%oIF|O*k2R^d}so#0Lq<&0D5at3aFcbX0!3?Div(LJR zO$1FMj-Xg3Lq9dAO948_Aag+_1s=dl<{UB=3yr%BVJR7Al2Sq&w-joMLZ32O13%z% z@OL9q3d<>sR%@y0#9zum61IJQF;F~X*=ix-k;tNc<=`@R%6;$jrnP6n~@kTBX3}$2+Ff`8%L0pVkAQ> z$ZQ6u7{*X}ihuKjph`MCAl1&0par&(e)oco2K_7<D4?Ntw7+g<& zP8oo>_zBj)oVM6`DVsG*wzkV0j%Y{?^$w!vY0d79#;tY!z4GQq5mXv0{hBQ8>Ud3*bO)o2N*` zMfn4b#Y}fP1}mW*6B}kb1}&pxqGO_OHrtdf@y}_x#+(TbJ+eY=CL|L0m$n-SjZL5Fzww*20oTUjCzTsh3c7$YP$j<){)YwybX8Z~5eO(H zFIrq*s*A#$v?L@j2sQd{J8{bt4?3%edCV{QrBVOpFW-#oPKpDXrVEQ?Uu2-FM=f(B zxIdE06wlLT{tVz)lDu+I7C5Bwtt_j{sxuuZJm(4v%d;*r&Si-XUoWO(WEjYdoCU?L zWje0gEV1%*z>j`KoVB<4*7L+MbfG8d>AP)5K3l(_C!aXZB#6o~Lk zIG=L50$j1aZtRKFbUKcBu&3YsjCeBI>nZj_jyzHjMEB!=#^6ZA0gYp&AcG;&!DpP5 zA(!n>SBULXG-SW7PYzDgboG!+sMuIHOe`#=`!>OdSW|wpNT-U3Xqp->(tWob5I);X zssx*{KbJOR3#9rEJM58yOIb9|ckT6SQjoeBH{mejhad2sEcL&B{v5B-5C7Z0;1BO5 zRB5dQKVQE-qXbySIRKwOmv^>f&O5dzZ!NX;ty9MCa@=cEz|*k{)le^( z9BdBZo+UL7b~}KX{@NKCtqEtY4jkQfz&0_I=yVx$fTK%V>UyP2+(oXEn#ngH*lz!o z^uv~tM)&?-8_(e@Vy=aUF2CE4;$rQGe?>AlAGk$2-MC1n!yq)CfmGjSs>+=YOGFGZ zWV3iV24QL-tKiswC;L}Q3Q`LIew@h$xXuYhCHOCdfI3_)*Cl<*X~3*3@(mkbZ0W9+ z?qISjVv6|ECo={QkQ#Hp&Bs_PDQf3_K|7t2?L5$SUSrJdAXYUw8il=?SPF}T$#zM) z@GxCvS@Dz{B{d&uO`CY8v61w6X!>nHl8c7Ok57U}e}xxxt5g%;R!D^XCJc^=8z4?C z$d^=mazX_xTQ3FgDJniGU(xMtDG}YEkcDVCLGaXn>NU?JUUa02G{^GL#Q6} zcAabGT475l)={@c*wFgn`&WPdADwYiO1anwtXr-@SRaGovril*yYyE8;Ohc@#kV+f+nWD*(z^1>ne^BTW^FOyciL2SfoE(`GYp zC5Yow0PQh}vr`2?`=S8&qyi9JDFw*MIrSpEwhk#e_-~IVdyBh)sE#`EmwE?suMlS%$qXm2n*H%6f*Vao`lyS5m zi|m%QK)}Vc>E>ut1zZW@__RQKOycZR3(&p}0b~(|0D#-}5KvC|BM}DRqTvgW+%-H~ zp7au0%wP)t+R%#l%Z_=3U;EpXj{@OGnT+te$X1cY68?{Xi)lmQUmsiv;`oGLdrac& zRQS=p2tPh$2q+YOuWiabESvChr|}?@AoD8*g=|jF3XncMk-)$m28Rj>1rZgq1$TE# z5u##Bd6h=u1p7$QIuXFtOlE)}Ve)puMFl*Tm_$ArD3~BoRuEb}aX=Y6YKUZRCu~$m zC`TJMff)}S#gy`CgLZ!(L)tiow3_1#9i$zp4Z>Ds87|R^ylMz0m`w;mt5pMKtZHmA zpj1dGs~Q`_tUxKBYH0WO(IsTzufLwQn%fL2xN710&=qDgWtlB;jJ#S1CRjfzp%y5U zQ41I8_2wCcgvzMJ`Y(A*!-gOfGuz8tlyQcQEYej(w5j+nbRNg6wy5>JtvkWVWR2^6laHu^!TH<(LB;ABxOf zcjE`!;a^RTG}F9FIiv~ugqi(2AL5iY*?obNNRS#WhcwH{s_&1--5j#gRGcG>5^a!g*R$oJGu4HSLr@hUijm%Sx{z?wq<*J)DS?E$;3Xq1VrD?vjRHSq zDa*Kp1-M!AO$CU;OX+HvG#C#bJddE^nCQAm^<;1M&*sRO!sgh+Y$;Cbg)AtxrR12^ zI>kw{1-MxbNLfArqVPewS}GgEOLgzVlB|G`Gh<^lD>#+3l-VeGqAX!JF|z-T0s1;bmUd;=*fhn!X`oI+&_tG+&;l=uKlL`=3E0h;>d{=7)9nKu#YdoqG z2h7hGH$1=1>{h>$AKZIoT|POJ+3WJbLSb(#tmP3kGY0^y!qp|1MIJGo!Q=GiYTyp0 z`6W*C!jW&-oioB^UPL5U4E`uvM%Ji|lDYRaoO+Kt25`^F6%N|LfevU6$GhgsnZskz zUOpv1SK8!5T#T?+KXV`n2T7xg%U_G*vhsDewd{2cnPgK=H$6f-mHKdkL#2BoIj5_AMhZunUFj5AM{fAQ5|=JU0dWx!xzB@%GEzx4-**qF zV8g1JXm!6&Ne({Ao)5C$r?kyITsBG!bHAl5l-0q8-^@Oxyv9>Gb7o+_QAr~mS-vtV z0J|q2Nz^|_KGKw-i}dEaO|m}{pLFRy4FR{MSV_DzvP9?!3zpnN94?6{CUKOUv`GJX ziB)Au1nmQO(7-1rK?GOic*pR)z;h365T?ZLRE8%Em$w&-S;}OA7SH}Siu@GuSmG{u z9&3N^Ft214ZLHM?CpHUGl^~8!0YDsC6XZu?9b(}#UvlEc=T#H{U_=3gMWsSx3fT)d z_i(>a32PP_)XN$;KISqYKN9}tC`f9fjJ5to8n+RVSStJiE;bCCg$0X*pRhdEUwgby z7}-w3$Wl%-%IPkOyJ5!)v9%&bn}BLo3j~9^%n?~d8)pdEN_xl=9|%C zBGmpS|9VYEr6J(oIxS==gBezKh2OQRTNHj1!OjZ5U~re2AggGT5q_68Rn{YlECZ@81ZG)n zAWYAsLA$>X8SVEa*+Ge^7!s4aj5)2= z4-NNN-fZcFoMK9OhmCyzYV*U=R&$$ihiylp3YaaSj{ItzU~-qys6s;7X}5S&**wrH z9$eXp21w#l3qJlrLsR+e3mX1h?8LthDOZej_nV0-q*%#dxZg}fxyk$?H<=eB>}q2e z=KgWuW51b5ZWzvMy~hxcOC@vl&4IfxzTA1_Nxo)Vm}n{=P;8@=lEkfCty5;gyVYrZ zAw)Q5xbT2oEtN6hwX5ETC0T*!-hML?qz%(LVFf;A@dm+<)!AEKqI(~f^BoZE2=MP=2tZLdx`8lkYC(hBB&;p~;q?qTNG!<&*<|)$XD0@-0FSmcM#bZS&BRzd{JURmbmx1JoU4*_qnqqO${$Cu--EQys{8VcBgyuV zs3*qpPVV}lZDwQXTrro8MGWpT?PL{gZ0JkY^|QBDtrhxOl8VTT8gRiw90_?z?#u4B zV*t83^kh+~yONg7X>&$)zX{1N^$eUq>gA&#*-G;(tcq^y1eK*yFW@MPa(mil;NpPq z5~(LFkJM|A_ZcM{XOt{uGJ`1T<&SJ$#um-K2~A}!n_z&|KtUw7Y&rWuM-63cw&BJJ z9Z7s^6>Y59-xyqx0nv8;fd??4Dy|47i!kj4GOO3I068DB-)}qb%Dn17P2d$9JKkk$!@u1%(6%xwMlqEo# zCDbmofw3V!r5GsX+g*+rXkSJQGUng&+?v%K*KiF;Ag;(pnMP&JA3=H;E|}b9{HTyn zRyDR4L@F>Mj2ihVMb+TjU8)A!7u6tR%H?ONALsSrau4tNM4Q#zM##dB7~u9sM@W}d z3xf18TQIrH$WkGpGHS7f@KS+VFrMV66xD)ncc~U=U(|w(;T!|t3g;Mhf+L?fRp8Uy zLpkoO+`YtzEMVpdq>K&Ep0HBEy-8-1tJy9f<0<7v`<}|`2SIwcuARTb8@dY#<>*J2 zH@ontKoXyR@G*xCe(Z1#j`l@A@F~ManK`&u1H2Dq*eItK3<9`n;hLr$sD*%Z)M9Or zWz|AL9i9aV>HPk3BnpxFV>HNPK=_!$#*Wnj?TcFAQ-+OFYLOci*p=Kv|0X2cZC?$( z+wVu(??=jsk_g8Ba-*%}$|Sy&d|SGkt#Sy$!!^&N{eGm=XfzZZpH9yD)0;_iH6N~(I8mBe9d9MO^A6C$c{eGnN_9JmX zPyglku-~8bMek1v;tfg|!Z6vc%`4r@IdhFB^1 z278l!cN*Y|nA}xB@pVM^_j`7Fi(V8i8i@U#aaYl-w-_MS7jH1i--#u;)r?PNZ_>d! zTFEAUl|4J{?osziYjRN!zG?gge{v}k?hBGjWw}EKx7~gpp5wCI`M5VyL30F)#ze;- zPiL3VtGk3=9Lq}5%hN;-t>I-54{O2igLeMnsv7r2l(;|w#cb$E7L2nSMb-)(El*#~ zEKhF$Esh#3%U$v>OKX4c@TAyPw6XD1S&`1tri#x~f;ip)5tpD5AlmUtG(}T#mvkkX z;0o3iatc7*%st$1*zwCeSNy?N`AEXyIr5RFC<6%qceb#DCbm$`r7|zz)X(2u7RC~T zKv?Klb~A_ec%OZ-->^gZ-*4FIeI7=q*wdW(^ID5439Hp(PKtpSaPHw<=U6PYa9lgz zZ`jFu#bhoM3KH7vZw;CTi|Lgf#Ff#$ysyIoc`Yz!3zhKuxn}Jy8M_g-?fU%!O~-jj zGRo!#RDf3G+7gs!nAiT^Ve-UM3jxd=Ey&Vln|?oG`H8d7muL+mn+jh+97{O4TnA6g z95aYEPnB5W^JNTu|jWGH1Q29%li#G)=E`T#aK6r5>EY-WQhpv14C<#3#+px5q_|P zgT!C6`%o%?EX!kp^w>ecD{ibak^isfZ*#MIFp9GWrhMlx@gCsuH;A5zUd?cP`x+1@CtQu%v zR0E&;4LcbReFr0kYyiotg~Ybt6^Nb|Oe;h#z%!H3^EQKY6<;QqR;;!kI|(lp7!bnr zj2ME7P->?m2Ed3~;B&uWM@4PFVP`s75-iwB;Hf}A_5mmv3pF5P&EZBNq0-iH2T`a3 zX0w+*V@OQyG8$DdY~->{P_My1&A(%J9Q@e9U& zm(G^+ab(Qc@6xHdXND#^p1-_vuK8PU{<4}6)hD@L_3=KeupeQ+OJ~1JXTM8F+;;uP zZp_E}=!$F2jPon@VoMJGYIDJL%)~%#XWh0CA^=u8gD_`|au4>qbiV9eIw?iq*Lc&; z!;|3E<{NfS_ZxOx0;~Oinq_y7EZKn4$*0==mNx7>EwN!I*%y{G9_pQyr$vYmUIw8O>1u^oxF;Lw zm!|CrI2~|hJ$e&xC5Yn<4{-r{pOsNz!K(ycB@H6x>qZv?7qOL~Ag`VsDf{g@vJ=Tq zoPF-adpG#7T?OEp`nJ<9mKc3mzRxRwU~re|7E6sjFtbTWk{z2(NvRSBDzXlQh9oCZ3(09r3YdkL*Uq==bWTT3DNE>gRNj#+0S#$z3 z4x?@9D&_)hAWVhzDQgG?q@xzD%e>BXqJY^1>9K>_`8$j(t+pRP&zW0nvPCGKTNG2uH)04X z`!Lg%!c42#t|1AGnB(hV03*T?|4aoi}eE`<;Q5YbI$px|adAh4Aac&Q*bV0#fx7QrCI zVeOZr>(78BrKy;CZyaROfVmsm{vNx5}ynXH#O{ zOv;Qq|E=P-R)DDHjT7NA7ngeF-}|uS#wl|UCwjbMi-?(r#9KtRa02IQQvrY}PHZxP zD9Z^z6i!H2?*&9)wQ*WnavWZJZrR}-D!5<=m-0;D!NILQ8x5nyhsDR%V0t|d zWGhepViKoS`it>ZGZ4=DH_`Do(UJU@-3iis{kr-5d479KEpFi~3h4^1)5w3&Hk%d1 zJ;S;0wb?xU6p*)34>KjXN=d%uWrEz>@3>iKk$HK7jcjy*5bLI`O=h2Q417uQwaooI z`KQD{HkIsm+~l@qaH6cl*=_PsrO?(yaeO& z!@OW{m-!E?XtVv)hb3CT5T$Q?#A6Nt{Mh9XP(5B+bqGKxw8Z^Ty6O)?#L;OtY+pef zOZYzmO`Tkm1hh7^BHs_h$lxC?m{ft2fy>M!L^7|>15g}sn4SiQ!kWV^ouIv%+Zz1Y3dpkF6hQ)DF6J(szr$!$A)zvA;fCvW zp%$Q&Z=%7+@H^#WhjCf74>nZ`P30%qxp7~v#}RQ){gW%jcl+CM{*!LU@rr==;eNM` z*z1ks9f`**-_>f?P_a*v0Z z0_S;KZ!}v;<3c^@|zYI&bqVI-8DnKjZuL<_#ydBAa zSmWT$e6mCZVJt_QjOe?hsQ|46X?&v3XcZkne(ZAj#zYH+L1jWzbnnxDxyb-u<{s9} zu`eaEVz?geE^oT4{uQLM1fvC-dOu?0vcaed(25vMP#%w8`@6=4F8O^o6{NBpX&fEM zlBNQ*5~T6z07$dnTCzLyPepS?-?edD6n%vJe4@|Cx;34-&hG6%`B;+m0DAd*0pPQ9(+}4iXZ!Q3K*ld#M1jtYQ$P$AAbX5?kBp zEE-?{{5Nnu$qq&fMh?=`h-@ZL1(0Q#Ey0R>AXPAtkV)}$LZT}&su~G(=ROrAw5(D9 zJ3Crz3bF#7d`cmh>_bcW_(=s(Ez9*?#FvVO4F6<%?Kl(9ad1O$JJ1dZ^`wT34M3LF z4ubRz8T+8quKg$kH=H3O8_cPohh>>fkRE0WCNPD9P?ZQ&{&15WCUF8$5gTggaVdQ7m7OrC10V9lC zzGTn;4j2J|!U%l+miLD2fED!m5}nw<`z$@MSNH$CqMduV-yX8%?IGgoU5utt*vKE+ z67TPLauRg9n{V*wboVq0$mvV&!LPTYqtn^;z6Bd=@J>&vfQu*5cebaa)7>_4 zY=FT}oC@Gd5Ql?FE(Mf}sE91^Bgp~cJU0E8lSjU+a)kogS8uEAlo9QFf#x1=>wL&6 zf|!h_Yj5kQ0b638rfGgrMVR@{Zps=029aUtq9C57a_Y-G}rXN)B zsQ@3tKFCL6A7~EJe_nf0#q^_nG5z?I`CZ{e+d%gM&OO}X^+^QOJnDyT)Aw zT#@(_mPh;r1zBkZCI!nYA`ECFj)i5gtssx(h?5cj^}&@Oj!*m<@uBC#kAygB(dYM^ z!0}-f@kje2{^UieI1>S+|GXIF9&T}mM-{;=!D_~J(g`ZrrR6H%idZc%q`Z?WD8SN{ zSY|{S>j{Zn&SAS$Z9E7ZhamxOf=IiGK#$?TSAmoGXb_0bB{<_{3jO5aR517^ogv4eoxY$9lT3I*S*f z0ILxGpvO82QIL~Gm_GkVXUK|Cfq&%8knBLJ|mvDKlZW%eIQJaJ_su7M2xzv?L>?UDdp(HCNRtD1LH(~N^$bQ zx4WD?pnU)j8e|M64+OV*kvcVT$SHweGq?&}?!E+0;M03Rv*{AM7%T)P84yoPw-7@r zFo6=N$a_)ReTGX4y(pAPO(ODpK6Wu!2+WvLo53ur9E9mn4(#op(7W`*@0h0m_CEZ7{EI5r~KZJU1*3KgxU;dSq&jfKc(nbDMs;(Ealb6SFdYR zB`Ayb0UR3!$**$f5ibXv!$#I5wsV{9E)+w;L9wThzrdsl%(CnzOb@#Sm31Oh`TZZe zPz;F;#gy6%W(7+56hlz?GQ(8)>2^*de(O6xI-R3VSN4E(x<{S+8}9Z>nJx2Cgja@OxH zdJ#5lz?PQ0mP6eyPZKZ%C7Y;vvqz4Wxd*@EzK_S--r8W})8a?}@cpYl|4%yCxB|F% z>U?+mKAvowI5s5hCr$-$C5YpVCvfEw@q`^OV4{6!6s{-L1x$h~T)@mJ0Vfu@hg)0H zuONuY7`^_!j|$+5SZijgyWICtK@iIk$C3No0)7Q>C5Ypbd(O4@3-_5t^a?Urg3FxC zx=WMmgDc{)%$xH|l7fP4ZK$|bpTEud z4sFoRdn~>8;WqbuY*+kcIXpE*%dN~;09V9e!ov8P9RUOdS!XU3e_fJB8)gcd!*;vk zFW^=YrvkVV#PNy0_ISVVBX_J|r-ERXv2Oqq z8C6W@cIM)W738rTaWdkcAx;HwMdHt{`Nl{Uf9d!xxBpcSo_-1YJ}L-j!tT}iSPTIe zh42SGD!`0+UXaQwVTb&cK1f_8Oysp*aOn2mapq7OMrRe)Jm z9|+SkY6vR(eIL#V)$7e0Rx8I&Vn_vp#kONfo;?^91hwp7A<-OF4g{1ogIQKN2-Bk+ zf{H}lb~;!9j0_g|{K5|usbIm&vRgtsF}w5kuvSsVvg{^I54#1Gb)rn3Js3Ms42ko^ zl-dkt1xoo8Lr@V)?Nl)UMihgL`HdVkvI7l~pij(qPb8-T%(8sncKpe+2V(~sA`zgN zQk%i7Kq;Sw?1NF607wNPEj@JXA|h4bQ!)1B8#>mFOnLTT>_9OzCME=5@)>3p)`E_@Ktfer85Y_W2o95#syZ7PNZUm{$ITI~ewl8A` zoHJ2}We|73IY1Q7NngvHFyUd6=h3ga6J!UBFf-hEQ9P5uvI9m`pVfNF?tNHtR}O+} zJPKs>_5+z*EKe8M0WUavvSYDl!n*@rRGvtAsqTGPk`-IH8>C7kAaNmA+j+X_2`e^P zw5|YA?32u}%I(zl(%t*8Br~WNo9+bJgX6ERgd$8XL@~iFyp=+J~ zJE$G)jRso&;0=U#2dcv-F3H>7+Mu zo8z>FvzCEQE(X{0-bHWXPO9Wgi+*@HoP?NjOwstw5R)R#OddQ(<^J#@j7S!z>D+_C ztcP0IS#xZl94~s4pS#Bw)6w<#eAqh%F2L_L8b-(Ca6a#KkGs#02gh}%*@4}s!Gy-`VL;ODLPj4no`G#2&_Hs-oS8kapwhXb1H?e=9gWe_(;xK?`4-2W1&D|Mv znu8=Q#oi4Ve7SC$#90wdDkhSehxET0viY{NvDt=4c<{J{ z_@qi%0g4?cM~odzFr}UJ$GzxhSd8n-OXpob8jaCvR!Qdd<8f~uiQe8np7rLJ!^Oht zs%`FgdI3E?n}zd>aI&C6IyeN-aPoJ22D9b2J2sZzP_ zJH3LwCBX3`s2SrID`N1eHy`#GqA{Ts#A(bPKDVXbBGnQK)vO)0YG1acVgEC#NMo~p z>*b^$ex~Udja{O#n87|N#s_XO)*MFKoNc+anDSZXhAy_2F3Gl*l#D0}unfP1^J&y* zOaP=gLH&#kxtz{}9*2^7Z*mnj+D&Z8WLM6opAS7Zcd__1SA05IQk)942+=hVTd?V2 zfVeg7f9QR5>0s3lCaM9h@@e~^^fj9YCG~^ zYe}Th`-UY}w&|_qeHewk`Ne>&HjL5kiAv#V%Zxri-4Lu9jKjrX+Q*an1eHO?dWLzn z1J()bHIvFQ0b{_2&HOWnqMrw&vGR-vi^R3yF+j@W*0Mruaaq-QqYE(_+WF~3J1=}Q z)Lx_WQ`7nBq)E9~@)~p@_PNfB9xm;?AQP*b+j*(!?I$F6H2xs8YvSMOVvoM4-W&F6sr4@B7?#bfM3)I`{%J{N=~xiq}e_Z zB!<5LO=HhKu42WY_vs2$fZ@ZJ#z2NY{1E?;*3hBC+xJfCx9?XMf8`c`RZtwgbDQVd z1{61qj;N=Dlk9Q-?jIBrzHaTC?GlAmr?Ii z_@RB08jrvu`K9b>M$HA)X5dtVD=;Wq6GDgE*cZdu=r$Q|1Sz=ru?f)!E5cPdoh)WuAAX4N^Cm|c?rHG)fNLi?q zF>gCgqc<3Zq(#Gg{{FD|=-ze!xrg*;WXDucwQ$;G@#(}CH^LP}7)~f&Y7CqT&JViF z;T+AT(OO_W{_`1;0B%-D_-RT{C!W&4AyYc2T|oM-!T@5=MN36qRuF;K6%c2e4uH4s zOB4LPQ}I>lim%*?U|eaCFTQtRIzI;GQ7@;ss%IJhW>CJL<)El;Wua6cN;xo8FeqFG z4%sh%4kd5lEjscw9EWH0;viowzH~~Du`aGA)2PTIU0mKe<@>$crH$jAQ+6=DUXBT0 zI;CxA`02c;Ar6Kh*@D5VF;?vvNrO6k7T3nTAzg(CdW%``#dIFFI1!X`t>^gmOy(b2 zs2TK!Y0g(%1{9iEwnxmBSHmGOsVz3ID}4y zrXsL1;!qCOhn$Q`1;CPm>jN|TLyQZcrAn?3&Y`MkR{>NhQw$G6>K94t_Y{D!#fl*< z17yr}0UT3m12Cm@%vkdcz?9Rn!CGqO2!Zp%x-kV*w8fJCSUbv~5QCf|gCG3hi2NprBz}tU}8|^sm4ET0Y;;hsg1ZW5Ny1^1BUmEvz5( zB1Amt76jrK9MZGy1(R@b(Z7`Q0l7Ys8&EU`PzN_nOR-M!g z$kRF!RsXlE4Z0;#&7IcYgo_{=Oy`RmIy{%7>(9O_XWwI0`oDXlYjEuJ=qdh09Nc#Q zI3M=k-OgB~{;Ib)2Atpu&$L0QpkwtaRNWFeRQVu-sas6Eo%;Uu+ZX;umh>PCYiTFqX{gAK@o0Vh2*&?=^dN}-_o$Rjk8!*xUiP>BLik>N0MGx&pszkOwvT!N%qD2-yf^$^b7 zRbU$p-p+a#@Ykeqp)u=XS=)f_-O#9=lzoc8dGiBzecxkbG_iz(^tn%ltY zuDNC1u90!CVo+%@Q>I}oIlt~-g-8;MbXLP4BhQZhXZ`K_`iTuR)?eX=T06uUVJ`4W zO$&Zf8|x=lC-K0tt$w09&9`iUKH`HnO(BUcUre?^OH&+~FK0S!YalyuIu4I7`osCpVVsDV6h=f>P&$G$~X82NiXBx0#5adci%n#{(;GiikkuN^O*F&&nuf` zwN0?IIXt>X{cjVXaq!ih|GoR}3=Y`YY##Q9S27bmyO{RDiQeeqY#fDWf1mdrK5Wfy zH^8)wzef)qeARAuA0qt+pZM$Yw|u$ZesKS*&V%m5F8<%?w!dn3+x!UH8^A1G^%{=! zJP5uLhOelF+iFIT!WAWcldo#OJHC$Q$LGVzaX9%D%x;mgG(q|{ga8U~5?n7XkDeUh zK`rU|>E&AZQZN&e-P6^9aQ1;q~pE87bTbfoJ$`!ABQE?PnDCQy0sK$mh8&hL#5QI|5=MSN`npH^V7NsMNeK zi}hF&yES$*-|dxSvdxCL>{saE!!Kp+qwnT#tuHYQNP`)>Sy2 zO&74cP!HvB;~pc&+;odk>QK4g3&4M-kRz0ZSX~6s!gr$E)b#mYa5emdx$Qi>vR6Wd zt*aK+@O$S`^BGXvnPTmLBeZT9CW9+F(rj-tY5_!^0@_fw_$^VASmO3ObnN*I77 z>s1#(*--=d-RnP{{qgzRw&0a&kH{G4O$*Mn-y9-X2o{`?rtLEs&rf04;M(xXVNgr) zFlhY0iv2$<4c`9g`yaLsGLAV~kqH_Z zfxYOo4dxNlIaFgZf#xXCPCF2|fHgo^8zrI`JuUI3_a+Uj7e&LX2}bwnydPPxozuqG z7K5*wu$$p0B;(bzEDZAv&_Vg(gy#M{LJ$hNC(6?>L}GufG_g<7O>cI_rK83_la@~c z`@QouT)`R(1vi5s2n5_|ViFn)Ka@WG`E*8iFKSpVh4U8F`r#-9I@1xc2@}nlhp^QM z?HiNfT8!8jKFAxx#+}+ecK>EDg+c6Nm0&oL4wbfkQhK}QPMY*twuIE{8L=H0slq1L zH$sI??~TkL*c+L&TVjn&Vq-3*V@zB_PNf)Ctk)!< zTubp>cNW^wMn{T^85-)e+U*CA9)$O$!qw^1))V>m>eFer^|0LuAL#;D&0_0u`lSN; zOuS~_if?l-xcc@Nq!hpU^zA=BnHJu{k|UN*3n=?nf*W{muVj$j?1k*l zTEROGdDwA*%Gh%mE^fkb5Oid;W=XaO;x3S#jEQX|%fPACV^Tv9tRZp}ekKq!r+bgE zpA%!ZsfO8R^Tlg;j0)R~WteYp$p5dOo*g}WD1ah5 zJ0OQ9$;+cYNsZjW{_yg$K^f9b6vi1f`xiS+;hf1D?9Z?Zl_W(qnQ#D^keSbX-007m zjTi)GP|f5=_hYkjc-U;Ksc(oWj%Ao`a~*hvV7Tk^Q3w5@moc(iC8+lq~k026^N;eywEkmwpW39m^c?gdHKiq z3InUL4`Z)DW~ZF7alV3$0sKH%s>!%gb3AVL`%Svn8O_zC1zp}Mnh;mdXb_a`AV0{( zVAJb~_9fV97xPc+rSQ_=a@_iosB8Q_9cg`K0@cT_Y-BUwYt!QCpoPdB@(K`DwX>-D zNfIV)CX**TwJp^Dg#Z~trh|NJmO;vYVFJo@htq%7k)IKwL3eR+q#FJ7p?LA>)>6?v z!`ypy4RZ}z8cWm|;@AIdpR`ZA{eOMk(hy=}JU+aaf7^wX?04XrhOrAb!H@lD9pi1pMZ4PWkh)fl3=QB&h z+T(_J%)_vmgFXB4Qd5zjS+6L zJ3l+k&V81ZSU<+2#Q^y$R~QwOW6`jeYdk(Zeag%wetBTOJhERp9khUAZ^Iel1?M3W zTAm?bJ!%I3bvQ)&jCFoJzLh z0Fyx53+@jR>uSuaw4VA$qvweg{xBG1a=UHe+K;#jR3cJX&dI@LDQi|7MX<6aOA4em zmJ$+KFSZW#6^dX{OMlkBm&FNjSs1CI2XuqkzZc^qpaUV}nukH~sP3^!v{iNQ8``V- zySmsc67XLAqzy~ghTmuY>S+}1cP~ouL{Jj)GI{^DW-a6S!rWzpc%FEq7hZ8onJw2b z4%S;OH5PhdFY~fZpg}wvZ^fE=2RPACW8SG;MQ{0%E{F)f?VtIK+mn+bsO4QrA*7@P z-vkeW)6+IBN{9fAJo`R8pI`Up?!FI?KDVjQ-KV0@F%S!!<@aigF_|-uFG!7Zj3UDv zmGze>*0R06TG_{E6@85fzDz-XCki^5PL3)oY4@op>65*Z##BymDfmLiT0gGw!W9xy z{3Z5E%6$Sm8C0=uYW`v^?X*vlr+k?mBjMxU?~2pgQKz>7FSvW?R-Bnz{OWG67mKC3=q>&0Ilg&zkp=FM=|yo(AJ^Mfv1Y@`_127IvgN#7ZyTlD zTyM=)ey+E|ngeI{Ft4mCisEtlshXHGpL=)p`!90VnPXI5_rxG({#jG?GOftZQkv(h zSW)qOO_b6*U&U2w=PO@H>%N2}#ouIR-ERZw!u(H!A`xHSC;^l~r4{*~$n|{qRpYbAYRl_5!v^u%fOFgv@NXy=&{ zx%v;t^K9qyJReA&ClWw4&(r)|mgkArNbHQWLe0;$@;sUM_`u2XbYVBIGOZV+asGd6 zG`KoH>dIzm{&kI}o&2ZV?+TZt4`&7^AYGpUdWBBZ0tA~RuknN&2;CFhp=>?x#2*;6_G z*tJBoeu<2#k&7aJ+9rV%Yk z0QAKmV{epsLoz&NOT|%L>r-tZYiLDNzkb?~MJDkTb0l~#J7ssW#F>E=vmjpZ+~*D1 z^uK>2rLyZAR`&Kfwar|-LM8eS&+Yj)Ql$Op6zp`_F-{kV$D{wi1e`BYUt-RrJqXvG z^A}lj?C~~MqOH3~k+H+7x^!O5S80v6Ldl4VyAvXRCDy-Zj?5RSA!)_1-(3ZirZ*qqAip>U8;3*T@A zPy-)4%tOxU=(MpVx7Op{JUnjo`u#I(=Hux@Ncs%)KO7YLckEBbaWkm=8PcB3e54LH%KS zjDycY9Bqe0!0G(7j>9&vM-m0EMnD>+c^;A0267%SIK6w`yTQunIc&-4yZLq4WbvC} ze=#`4Mq<-0j;6f@BpjzZ=$+zVM_gP*loq!m>;ODEB1EAj&;=gny?J9e#*STd9dAfo zoN$P3w)O9L9qlA|Eoa-l)w6A1$l12R2ie~G5htdlH)VNuHWlo7LLKg!VgOIfr3tq=dSQZM>ag0Dza%@cZ{c>%)=R=atCp|ziqsR9jK7NRE0g({)u)ELy`ZWZG%hPh2hB>=}M?Uea z3m(fV=WFmh28>+Xh|Z%m%${_-X2KATxOn(5IKbFxt`L_Ex2U;jVGl8n=fH_k=Que7 zHck$9Kpj2s!8GuW8As9L9j|GMuSMX-cO0~Vv_rlAAVH+Z`x?!_&08QYaQ+0+69a6S z#%5(A&0)>dJ;2BXGfu2~=h(F@80*=p+;AM?Hg(j&CU704#p3nyeLc_%Bmi!PAsy#7 zV;ILlVK{#aXBhMF)U6(%&zo7hv9-pm2xz~swzfQ zL7tnF7)Rx0j#t&4{HEYB>d{e|&T&6QYw>x}60YJF z1Fq+S-nfmhfiuP?SN8C|%;N2Lsq-LlvLEi>G^arv9^J^vYm@^&!et!aHile(__loyBj31p#j{MnTa2eT_YvFH=`F^U^+31ypfb6O zL#hj`T5xk^PCdE6h0R!Khj?`7JmC$!I{a2iD3DBfp(zP~fwY0j-^znSS)e~W#smG9 zI@N?XgQNtUQjBg(bASmr_RKgy7Z=hwAO;V8m^B;bQcijd=A;?HqyxO<%ePMB0#2TH zZGq0QR*+YQ&8Gl|>u~8IB;T|cj=4KLP97%T95_mjE(_~9ASOS|w105GgIo2uU*Lh2 z%ZE6lG&v*>vM`=PV2p)%@p&;1$2i+hwS))$V8ye208d0t4Av$dp@}}2k4q|f&>dXD z;1c_$Y3e8^uxoliV1ws6z=1uA|Ne+qwiu2{xav*d>_IQ50dFWZHscCMGR$ZXVekU%kfy>v&f*g+Myof$EvWnb{!r5v4Z@B7ifFj}i^bJnGYw}!`=+r%6nobqY z(zqP;a2!V+CP|Kk#5Fgw2*3N+<1u`8p0vV$d3PRe1Te=W$>AaOrl&nU=o*P$=vD*A z+#lMecuohGO7NlQO#=ic1$wqLj%NT(agd)m)CxE7@SwX%oj31oj*JSHvE)C*4sXve%D`tv8*(;> zJ#0g+=8*z=(5Y+%mjOueWUSf@T zne7{HK6F_7v86{w8vC50meMuui(>flIp%Hi^C2{1u7_I*`bN-2m%*3O^x^{$JHh|& z#kk$;G(kqt0cZU1nxU8`QcD5j2okc#bQ0v0)`cRs)9U~yliC8D6@b<~9Ae4iq;R(I zTw7Ertf|hjG-u1h$+eD#q`bh3q2B{bIG+GphJBt%dx^t>(Ks~Uj{hPzh8%q5P|%1d z&!@$8B{yLmPQ%|Qb!O0k^g;N+msGdjS_w`G+3yk|6Rq}$w^uhIS6)hO8TgUFa@q3YG7nOwBIps<6NK^w3-dKvUz4}tf)<6nYh4c z0Xx!@LnmO)#xqg!MAc|Y(smN#9s*rMIKEIP4mA{Ki~-?1g&|CUoFy%^!H|T*(Cj0a zqYrBBKjJLEI{v5lSr(?BDPz)4w3Ea!yfoQi140q+HuNP_~`A{`|!b2p$Gk=BRDz_ngQ`~p27Jc-7#ZnMTIB~#UF9n&uE~4#c5(3 z4dqs4GryFf70p^CWDIc{lA6@!*{v(K%zKx`1_aY{&JOi_&>Dye%3^pNUGp-4 zm@;~nvsF9#Nia0>1ATHL2kOvXs<7k17$CAC_sYkWxUqlh|Obv0tdQ|1>?cU%hzlHrgwUNE9o&E85WDnY#@Kw1mZHW58R z&$VYCT+}|c;AjF+Ln@KW`db`d z=!s(}Wkh7FM@PKPldxoZ7+&I1%prV5x#;sH!a?+tz)rM-lPHz^y{jqU4tjFHpWMWL ziZR0l2pi4j)sz1@q>==g5l6S4u#~i68HB@jeH8lN3zp$=udH(D{>oA*GPktNt|af@Q-`oZ(Wzvf}{Agvt* zh+irkOSa1~*7(=53*Qu$c2DQMm`8(|s?jM~mdjW~p4l+t$tuy}+9ORAw|pWzgHO5J z8Dg(D;HbgGN!%Jpl1o7anqCSjDkmGSWU|m`P}G_f_ohLzX;5T@i$*P}_u+)IN{x@o zE4`z$dXq`LT$3}K^gQx)@#zF(s~sgr9;FO*X%uu$WxUk!jAcWXN*=9^pw-IB}7|AYcyzU`P(#iNLIvAZ{y6hXzrY>*jV01SQ)c- zR#t3qnV}F$I#+tS4SN;RDWB`Hd8@a8mTyhV=UPixO&t z^NLJ(E}$1@mb;P}xOHlxra)3RfFqxMQBQl}nzNPmjf|aOjU@r7e;xnR46gq&5h!gw zj+L2NVmuj;P=!ReIQHvpOteEf&CtqrqTe&?!{R(iVu4PsOaMy4d!S?-qo=c_Gimq? zaBj>*e=N(33=3MXny(B%|Yk&K5Ib9hdS z!SJ3l!BX63+og|a2K#R{R5^wBg=hq3_hT#qA>s+(y-!oj*s-8L$1)F#k-Fi0J~bDu z5e*@o&JyjMJEmDCFcLo(TqJ0q+5k|L3|=l0Pa3sJjW_g0izz~uh~}h4M)MeK93Y;( zX)sMF#GDNtKSM^xVMP4KVKlm!mk?8n$}pWOij~w{QOru6_F~yFZGxosm?epfBJ8Wc z^a6=LzkOzxyJP4aa-24ED;&ADrHZTa&?BKDb4(go4Cepfks1MmuN?9$dAQw$s*n-Booy~ zAe1dRBadLhn#qk2F$ls#v^6gBVPT@j2-Kzr431Bla?rcDxE|}}wGbTKvZ^+RP~$~+ z@juOljhJj=p+;|(W|-rk_U*Ud!u;?)NyZT+g@I_K|C|W3eNpS}zgE5U`hDdBM#Gyf-xj)dN&vWkVp2!8SU|a)v zUt{>)$GA@N=ljP9a$gP?i(}3HqU_2|tj*Q1;HWee**_uC!( zuYJa^oi6_CwEoUG?EObiyASU3e(hxBW-oyQygs0TNrWtkH3YAgz49kh8jBapO7r4W zghVar_=)rb?IXsnm%K8HX;o;zZIq?NKqjRGj9UsdMHEj>s~9c$JF^2E4W&v=C;n0n zlCVnii-F?l_T9Nb79^6O1noXV7Q-M0jw#J+-3)LU$_}+jgSX~^U=%gLlFs>%G2;d5 z3L{9`7#aRZkeN%MCt0=u?iq5PKx+2kUZD4(Soy=0P*k0+EPB(6J!ogYAx@t~!m-5MfCwP6Jv z<@6q>xO+|cc0EIWo$We5T^RPZCy)9F*J2okZ5D0!;z^ngw_Kd16>lLi6<2 z&6tzd%9uA&2ZpUm{0*$n=fX^r>%d;*b(A)>a zuRKnS3t(nw7IV#vJGWV4<>`PQ{fanC5W~}Yo;X?(nA*NLNZNMfv-JylGQw67obo1% zU40}xGO2EgKrx8G>+?7a16Qn!ah3!sNlm9sL`FQA^)uFsaSuYZ5q_?L^oLhN_vWVC1S4Wi`OPAoDk7q3 zYPd-E-F86uY%{46Y{vdv+Kerb>O0a?JW_zWtG!)&{hAcySvheN4l{oE0q@CD|Lf<^ z@f!W`zx@mT@Ls0iX-o0?^%*6=GR^_`{JFfd9dq8XJ$Y-Xt#4gJ>1NCqc}_U8iH;r? zQL%Xtc~t*b5M5q~OCKilJK}DeJsXG~Fd6?EbGhC`{Ic$`BD#*ncVa+OGhTqd~t(FXBJVM`h3=p z=zNwz^q_VCNIlHdj9!AkCFM6?WTnfFk)E?A+`14QCzI*n@@{gR;)!FbCu@7W6 zKYR5mc>d%2H}9YQ^c)LJG6Rr_NQ!a^W^2iiD;C&eb=DVG-`^d~-me}!>OSf`fK)iT zBtLM`2$vMGZ7^uJ{~G)krb!+2$Ykodo{e{k_InXu%*?R24AY<99bqz-m`LyhAo-GPKMtG@1bz0(fI7Hg=s$ChmYs>BurT7shN@1=*LWJ~Erq-b6=bJX`( z;9Qx6Lomd74kZ?P6^A4=P+D=e1*j5-6lf_9q39A0m2RZVVU0Vet=ieo+=JYhmMf8P z2t%8PL-ClmJq~RPP$dp2&{7;i(Ip%z-3X#yXe3AM+yl!WI}+zvn&QvM%O4wH+aiCq z1gIK+1ZX+_jF$4JY$HOnGW?0X%rYE;`{U7|*e}X+$nlBF`vzNrQ;9zca~XeRDw1{& zP<)9FRcZ*9jt%A2BBx1NpHL=}xSUqJNX-V9HBE-}CCuP`qoIY<0C)3Qo0|UgKCEG< zpzaezAOV473Hl(sfgqq{fVq=5+gxs%&G4=D>W6pVzv7wt?X$Pve}|pE z;r)R|3Wt;7V%QtW@<{uPyuvv^H14$N?WK&;r@2gkLxo~A?F*6n9a;=$4A z2FsBACyMY7S8Ny2jUNMq`8k4M#q9qu_Hz`#`tjSc(&Dkf7c`~ebF3&09JK8vtpO{% zXKRZoGWD^Zs^7fDy$?Mzg5duI%kT%JGrTj(fnTlXZ{Pp){g-dw4B}Qn*1`O46vQA- zB{5$++-<3RsHiNlV-$zqz-kDNS1g#=IbvmBiF1O)uO46Jj zfzz+z;kq2T?uyfjdCci`P`?{atIO7iNe?cYzO1FtDK0NH+-N^>$^b3RpB;6Fp#p?!_S2Dse-Y3wukE7o|tUw3|rP zlN>?>{Fe0fFiBfx3(j9A2FmEC>GOxrAN>(cTVJ}x`Pt`83Y0D2#b0Vs5l!`bIKj+T zNPpUWI9jZ!)igQV24(%s`!%AZ2C2J>IjS97E52*#xQ~{afcIUpG7gzCi=uLz_g7)1 zS2uwz6nGys^%4iC@%-CGP47}kY^)IyhanEXD#v{9PEo7}^;?Xd-Zjq|nDFwvT;Skt znNA1zHyTB~OTIHU70<|-50efJmYQJR9or4=WV`wLTZyLLHOCW8&v5)p*L3pPXuA1o zSu|skBd@8D@^Q zOP$b@Mp;AK<;$zZuTWk>=jF>IcMz&lzP!d>%9ls`xzm=?^x${2SzKmxQ(Pu0E(3ZN zwu2>w!ZJBgH$qE!y`FJDwjAUrCs^3*yZl~GONlr$GuJFjBnkCO{R(@zR;6qE*GCHX zROJ$Y9d2HKeE z^{OpLt9tE)r7rUXjqKBM?LeU8_# zi~8){brEl_-Eh|h6^UIIAmzL4-TuI~yq!rBXUldP-i?RRYi>31BSqn^)@u|8qrE*e z>yW^CzpCq5!T!=$bt$=iDakmb*56P2ikTyPq%HijU)x=^cgGTPrxT|oJk^2x3)=~E zm-ApaWoG#T-}Y;}IKq#oDCtop`yDY$v?v+WV~2I8yJ7B9LCo5ye~s@84-M|ub@kM~ zrN_T5k#Ev1iT&eOdM*D;kNq3u;g8BzDD=Z_g)*x>>ZN#nS?@!;=2J%3xxR!zy4ene zU+b-m-qAi;gT2x9wXwgGps>N6Y&T!+A|Dqvsx1R#r{=reC3Bb7ouo=MJ;U)YUDFNn zmgPp%ZI{+!c|1wq>28@j<@kPGH?S5x#cdb~ukknQh}NL5yE1xL23;3KtwCQG`@1pd z`*mGdw#u%X!*PV|D)0Rf<8&t+2ex#c#BxM&XxX%IS(aXj1 z=E5*i631=gN`;wwQVb4lBxi514F~INPJiC=75C~K@lXl(6>bPT<>@8Z{fl6Q^Nv2P zjn|>}5$YZu)ZYH^y*WB@3#ULPM&f2 zDu+hak=zav@uE*9BPGWTkM>DOd6@ZeZQu`p;5TaZoBFS$&+IG{sT5&_b*= zkD-rpg{i&Hocp}&vU3#lLtcZ+Q=V{KsouJP1Ep~2K94Ro2fQHZL63269n^k}ZWy8^ z+MayFEBAKvQiLg0h+QlCd-uc3x50}y&)){`es~dl_v4%AFWz+*Ujh8n?L;EZr1BZL?OF2s;J!y2DWv#604vhAjvfZNJ$zl zcm;Uk%$S=T;;RmD4=YYm&X&quR*)HRM>ue4+>3q&<8XI?({J3U!FvL-h+_m;dQ>-C zyPzB#k4C)Tr2PaV4xY7mw|#t@$^Azi&uu1hVLU*#UOjvBJU-=U)f!OyuqKz!X8XJ@ zWhg@S544otlL+=Ak8V&4aqu|yqb8KLc2DJ3?n*WLS{+(~e{OTYu@ls+_{Z!m*___a zA}uC2uMmVQM0!0-rWiZs79(=Fk44Jami@P{kSghtY->r$i2OwA7OyslQn#>XQq{P{ zw?~rNExx>{7YO0{58t9Mi_1+3PI0-(!&jW##+8aLl?-(fC8J zIZbXK#ODAp`dvuGdVz#m~%p&avXkZ{NFb zWpWn3eU*9ZU=M0FP%;|yW?_RU1~`yDet?D#nUlMs$e^$U;1@N*{&|iLP}1Vx4=2s` zi6Alj1!x+J!|M{0Kc`#H4`gOufm|?Z_|kwEtQJUyY+5>}Fz%yHm*y?ltBT{U>2z^k zmc6PtI_i|i?_34f|8kI{$P6%d21%UfXa;Ziujd^_1#|NJ8xa%ylYiqhE_Zwj;3Hns z=3X+SSLwD-QUeEACBKwQ&8WGcX1QlfV5BWw6VixF>=wh>=$0a&c2tl$Oj#Ly;PNsN z4*lkIOD`T*+8ps3@=VWC7n7Ih9tiAf#DS>yk^>@WeuRIr5L5S-mw>pW5eFj04cDEs zlaLJ{DB|ZU!fTyBlz_Ul9j8$wZuX@`!+ie6*~YH-3)O?FWPq9qszXkjERIXMT;bvc zz9L>~6PyapkN8@!G+M>?gLz8lFABqGp;vm~lFkWl^HA(%hXL@q0_K!I2Oo30a~X=i zcPg5joJ&-E)oeh}X~*25ZP~9bs^8L-vlpt~86V7C zuDv}ds?u2~6RJS{m=1 zvT_pmGEDf=DINDFt4h3>3X|RiPe8)eb`l|h5`LC}!i`$1*1;TNT77}T$9ai!Ps+8P zX~VYYG?rvEwnxmBSHmG zOsVz37|kyLV@jbpUjNzXvof}>dKz1te%SK&gmDG9rAF$;qIOO z*M8kIGOAUuLCk{P1I>cP=#2(6NC*VX2Ek^81ndxq1uS3#Y}t%7LJuJg-*=9g-D~$= zcfTGPSwHJ6`aPvmN`NA_zSK#o<#;8`&@9w+h+*}OBc*L^B zQFxtUZHyJDY_TjBub-1T+}R^5K)Z5lz&5ta3dp9^8gQ+hvjVU!wgzNj`Uf9;Ab(#@ z`?Gi}FsQT!ba3C8y_-(Z;&rDqcmlC_wz*Pi;ZFBiyK^N6Piwp*m|KU@T(L zGA5vpyK}L+!M4v;e;V;Jc-$f1fir$Q31st$mKR@3ugV@2?~G5>Qz@lCNp-nU{UQuI zM_iazu?DYVRg6ta1=NRc8jIJ~pdVtD$EztYThe8o!9By9Ju`fc4>)2*p=HLme4cmrcxRSOCd zCy6;&*}BIW0;*)H$|T|7(hN2l&(r1~W?r1HTv zH8k(RRlt6Y1(f=Q@+jpq0@Q}7Ctw+&X5P0&JW5aJ)2miH3=oLWYYiqh32IZ-7Lc1N zwTxavu~>D2x`|foYiFlRc?}WGH3HwEm9mZc=#$eA^MNdAK^oV>MsW5O zv5{ZKz|Ct%F#Pq-eh~e7r=f(TiY6Nqlqb`1XWo_&1@$jezw7EMxAuZoq;M2%gg;@3au1t^U<=oySe1;oz*$atZc(oRPccOyDvBnFgzwOvV}z8lKezsZX62Uk zTeqq+36DZG`D4rletav0W5EtU)FCLJMOtdl@v4WG~@rvG%8`FrHXisLH{tw zxEI2_k1d~6jRn-FN+s#WxDYFi&)DNKB#aMn8L6ov9;s0{iu#v>FimW#&H`dnrIrzE z$i*yuIq!7C8PXB!@{xY(D4bP(S3Z4NKC-^*@^gIAc?7O%C}O-)rH!xDbLAte?eM@3 zi1LwYmum32Fvl*m%WSibd?`V%M%fL4@{#+fE&}@s{to*}r3tmTRw^Ia6;lS0u3?Vc zQU^7-<~TCT5`2|~!;xJy@Im=VtS@||4O2d{mJHvKC&nho;DXZ(FCCNU+hSqICWun` z$jB35p|i?IrpLZCDPl^={@_&&x_Yi4!f`wdciWx*^mQ2RN|@qqTo$pIllg3yaWxn2 zX-$I}%MYU2w9=kWrx*hlWYqS9G6VEL!Zm&&<_cFdU@7zA+0&Dc_RG4%?Vvy|vUIf2 z*WJ5BH<`kIu9QC?0sYp!Z|~39(+k+i7n5n&>379{anT-k!rj`%XCFQ}`Q*de?CtDb zTUW==;r{-;dcAqD_wWFJ@zdmY{xtaOUSogn;bF76x3}N8S8p6XtT*ok^>;;Fr2ZW1 zooNu<6A4*Tp@aK+A+<|Nd^=zL<$vj)zW0~z-TS1~4n92%{-#xUe0J}<_}9F5?+^bo z{KfY_{6Fs9`_A`HKY6}?`pGYzFK+IWv$N0s(xa^-Q{yd4{;#Rh{}dqc`Cq+v?_X?> zhqcyZG6-wGowpE2IqQ!?y!y_+hhP7~y?g(1{QfL_JNs}1`NUurfZzFh`142i?){ax z%mBA1&!eydw_aHK`RTo8;~`-E1C+ae@7`aF%MHU>i>|+;i`So=Ji{r1Uqs>btksPO z_&fhQe*Nm+y@xsFQT%!9G8|kCy3^*~L2uA*4X+Nb_u9kJ+t=OK;oDB@Uj5I&utUK3 zEBEgGF=2G3;|XRKon-ILu6FA6N6jA|?p-}@9(Er7@RZ>^)A8u@x6S(FAI|aq(GMGY z`=I^tqx~QM;LqCtb?^WDUoQR{|6WcQ1zE5E*+0W?Aoe@@_n!T0zTW%pKWh93SHJu3 zTF=UV`mg=J$N$gYfBkR#fBR2=@CX0y-oJhDlfPa1RpaqL_@4*==HLI@|H@zfhkyQW zeb)HJFaGpT|NXyJ{ck@1=f2bZ8-M$sZ;t=_|KjibhyUq+{PETQ_`Say{rVsM!N30R z{J{rL_iz6AKN|nNf4ud_TYvPAAH4l<|8TDt2)6J1SC@bEpZwqd<=^^eE$+?V4F@(H z*l=LOfei;X9N2JR!+{M4HXPV+;OpQ3*F|n^^u4nlVmGE?gk5!P9m1LPTDC&5?Bsdi z!3{#zuV%p|j)}g;V)*Nz_pWjJ?RU`s>b>v%lYg?<|I=;_+84tpycmWE0&dnOH?HQI zAL!sITf7aylt%|Sh|5=U2_39N2JR!+{M4HXPV+V8ek8 z2R0noaA3oM4F`VDIpF(0HvS*e-AnyHqwuC&BKlV=c^c&JSrz6B5F_j6CO^(Q8T0uXfpy8|MX;>oEGCr zHcCPwwv(oJsm!A?Y#4=^al8eGvZit@uNItyR|q(gb9xbSDY>TN&?-Y)5x2>6T;r*v5M_hSfj&irP@^pb zFCn~V+9$gfXD59fh7+lblqlU>yk0;Z_ojTCJVvXe(@b-72t*vOB-=#e69iOwhzZ?{h9H2tzE#rmnLL+5>p+_GwP8Zm%-L8-S#o@V1{IOS z$QgB&d}MCx&&o&zjNa59r@Z3ua6H0AC~bS7YFKnU?RWcx2pm}V z0Y?pP-GUn^dKer>+|iH%WG|@X0nUslcZ}*52$0{D zLwz{{41L5d=Rg;ou$c9UdMgk}V#GWI%k>S^ktJ*~f>JoJ6T^#7&oYw(W`I%Nlmep< ziGp>8K%R$bC$^f5HY?fra5_dpLC%1jO%S3!ZRw%9NXMVxzhM^9)Las{Dbn`o*E?l6 z>C-tQX~iv3|9-8-{lGQ~V2((CZb^%f50d2zfQ7XAP;;fz2aO^gG~?m3tMT_ij;T*ST)8$${eDDHMJ+-JGxr^CkkwU)C>P~<@rT^=ud&3o}8U`4`pg}M~D;!mzi z(W~KGzDi)S$m7MX{q!Jc*q2-O*?V0IlM(#+Jzw04z?N`fg`~RAxiKQUCbt()?Ai|( zdPcRDw+_GCm9lgQewF&p+d!v;U7#gp4|80~ffaCJdET!cy`p!gU&j3+Qo$sRnzq`n zBV85JLWwa{>dZYaD^sr0tIcG(aVjSaPQ2hJz4O8d^l?A2#)M%NFSd>7M_gjU1M|AC z?k=ImX%G*)Qo(hp7 zk?M9^`dDwTt5;d;K?Cc5^OM144U;0+P_{U}3?{cUUEQqbFN@;IU@_K3q2}Bki!+dl z;9=ogx5t`Og%G_1->mIb2+wI@&Oz)lUF1x)BDh$%DD!e~am?%LdBsR#!NPblP4X>1 zXnHeD^GB^K{muxjYoHiHWVn%wq1-HC$;_&YObZisBf4z`J`|Qb9PfZGHZcpJvw1&m zk1x~S5;n>7ma8J-GZ@xv@!Qi-vLFKF1(!{&1XYQTs>+iOblQSfovABxXD%4KZoB1L zcI;RT871EI$8*#(_KO^=7++lpiX?_$k%Pp{D;5HiRJ`Gwj>H=@UFO4zfz7=wWT>|W zJ*K1*GTU7WxfvVYO{|VWvF0lz8Uq#9J8Ul;4hc*K5@YPc=-0g}m^Qiz=n8wy)un+e zy^~n^*!HAWC(^D53A4(UOU%`_p~8X(!HO}mhE`KtUU%@3H+8Rve2p0?N2w-f^7Zh( z!vvL_*w;f^e74H4*q`UuLwk4A{+f8-fytf~uqN7fU~@c6uZMG;NjuZGZWdMrzaC~+ zxv08dgx=2Jw?bchLeHT0jj;8wuVa&C5c`J2dWhGxE3(Kvvtmu;>slFU6N2lxwNT!| zs_Er&}B9ad{Io1Z?aHv!CcE zDAzWPFS&74+p@7tVJqr0x@8<( zOOA3N3LYi`t6<|W6?p_|ky;Nq)sX2-GLozD0X{$5!i9e~5~)Hk)466Mhj+CrE+Xv! zcpFS$7ecy12`f^o0(R808(*|goOd0gBlpG^FDtz@8dkuz#a2U4UOo`-3M`}Blv)pT zylb!wv?;Y7=q)$PuV9KRw;p`EgkJ^yR(!ED_A21F;*6V@S3q~=V#er#!oP0FO`3KW zd0AKbg$n_Ww^0fJHief1PE1x{!P3!~C>q0*Az3y`-)Dxu#j=dxM9BnXUel2e*-h;$ zdd-zfKwY3hl7oC}OD`^<<^+g-3yDP~Boq&D`2m79yDlPiOLbHxZ>hq;-*MbbNoHk_26lq1O)8bU~dUt`H(QG3NwIN@C(xCEM zkfNqY15!PgX+Y|Ip$6njk)41oFY+3Y!d9RGZbr3W(=EspDAEL0%9EoEu$)F@$`ojY zKZj?U0)?yj=kv=IX_3~9bEW4D^L*erEzB=iyqU(LSlP@}xpkUpm!Nr_Xvj}NU);`A z!2<1c21BNaxV}N}1IZLw(mIyqEzZWzp4X-fxSZx>$`oix!dT0+#YtsOp(U+xCQ73& z_Zw*Kyhi1~&1qInsUi)F9UMy)AMU2u&HXl4kur3Z{h5TIi8lA8{X!qmy9!+;I`=i}(^d^|VLpmN|86K2^r?>}zu0@IhFR^2&<6u4T zJh`d0amW$Jy4v`=C3KhD@UvzP^idIcf+wt_F&~feDWdM*4}Le=wF1b;qV+h-WsV0s^sXY><9224(iIwpxb|gGZxdZi!-j` z;16rvS`{aUFQe*j-&DI_RFVAuO%>FWba<9rt5PkJ%C6Ab$iw-8K6>I=|^08OFbx0X?V2sX$dN?ySuNuN{Ybw?HfY| zzO6&V7lsEPuOPvbOt=GaOgg9xl>ox{!l3_RE$j$%Y!Aj!SW!U2mT8EQfstb5(-%+3 ztr>s*0IYmd#v2Ftb#IKZ*}+w@{WV9N?uvbcP+_M13|l)*@!-0X@QjS7_`k)u@i+X9 zF@@h4w!*qQ8=L|yH5ldDdl`J05vHxV>mi0gX)n)xuj2^ePf0cYH4YYUtk62f)x%6G zE4qrx-wZBXjxtLPpr=~8n9(7kq0>qax?mM1l_ZYu05r(N_XV%THT%m*gn(<3+q}#f z+OlOPFp)gYk=TL8c7Yr_Nsj^n>;}P!9z4g)fB?DCOs9l44^}s7_4@wdez+$Uy2p=e zkL1(yH^^cm4*oMbsD*U3FL8r|SrH-JqNDlC8 zZMXrE!vpVxz>h3hnB#207+Wh!4=%J0o&~KTcEhpVuJ;3(?R}KeGWdXgV^`p0058|$ zHQd1%&6vvci0LwVB@{=TO~6+@SR{`?$Z@dKxR0>IPXFqvLK{QPhwzOFaAkw5h=$jB zq%)b(I+7!lVl|>oA)^-gxYC(aD-OYV<5e~O(tJfA)e6)uvQ03$z9cyp#HvZCTSJz? zqUi49DlN|rf!(8ha584xC-R=as5AXOkT-o$tyJPM=~GLB*p827P~t2GXh4b-T91s5 z^v^qit*)#4>`!TO4zR{{0Z0T;k^WLPax9xrPq65m)IMk&5zm7LB3_PO-Pe}u0kQh_ zZWk&R*Pn_!e-Td6y@7Prc5K6HGe+GAGaSr$%29W$lBw|dgwo9@7XL?BCclh{faDg& z5SKL$R{*qpE4?cJ;O@JsobVV9tDR1jH}<7;oL*30Y+1Gb?e#*bRYtvx&(3U=vWe~` zX56mbC&e~tf#sgw9O?k%IORM9Nq5|H6Ux2&-1(mQ+CV(+)o=kI?vTgDj<7PyNAV?% zRr-7Qz}73n%OkDr*$gQs?ovqJj`$^XJTJ6A{#}{+1Xca}q6galj}Pk9Z%Js0s{~D# zJ}8@n=skNh41rDC4?g%^{iuH2?0oq_jVr{~tTG(tJ?(Vzo{DVPTMo5;@`6K3S*dgq zwz13%gJ^zfOgn^i^JqRsi5|*1s5TGa?*dIt2_I3suD@%9w2E^1a*eQCin-) zFR5NJA{Ejcs=>LsrCTo3Hti3b#T zI|d}1v?ZZvfC$yX3+K9FrSTX%LT;bO(7u69@}kovrg|x_M<#D%M1x0A4|6mE>+y=b z-aZPzcjzzCJz9g3&m&n7kRJg{TRu+BIiRmnasNv0P15T}KP?PSt%L@a&eWoshSFUbL@{<${}| zt7NlG2htFY{OulFiG%qXQZ z6!K}wn&gG1$11NHNh~JBk`?Auu5dfM*t>2~C?w}1&0ExfVA?>ig0PTEeEA~rnTA|d z?6_R8B{e``2SevV_3P!mGF)@Z7qD`curqPoLsS|^s%kS<64?)a5bWdVZ=K3CY)$m+ z%}3$o6gPw3cqFmQQvEu=BZRh=yx@v z8E4OiNlp3P5?hxuB{s#TZODLwXQjGlQc7tBR?3>J@w;!^3>Z_MwOAAH3XY7NEmgyR z@{KV{SoLduC8ny6@{UHA4|J88>X%;MNKH(9>4Y;Y#+0kc zj@p=+kdyJUdZwIHLvGvMYxRg)g7)8F z7YqR?$BYfC{TzdRxQp&L<4Ed+zhocDY>MeiZg$bZQo)uK+~cN->=o)RVe-i| zoN!YBTYu3PmF6~o?`^}|te~V4VzP$VA7`2KJvcg>ugqIcLd=@hI6^H+gQ&gF=fAPf zn@o=wOGU5Jul{BmFPSF=4dU0T*+9e2)^-hBXY%Z5ySj&svmctevg?J<_?v+C-r`Tc ziWtWYj>Q~U6#rYh@NR%a_sAb5ZO5dI%L+W3E5N4?Jvr62r2&nxppklxpO zY7ZOdoWovuaj$^^S9kt-ZG^FxUVQp8c=_pPe?55l?Cj&o}k=%KiC!cXg-oXo=A>nA_Ttmri;AZ5LtV;*qpy;k0WdVUA$=x=7@xs zK=AA-9Ylwt91q1HZA)|7>hQ2I&*m_?6gx!p-kak-f};UI^5MP*UbcwkdD9kX>}myh zWpaip6}S>b@|sU-=93o0#i84~ASCnJ!*pM(T|5X|5keX(dlPfF(k%Hp%l^?dI8k-hF#6B zF>CKk#+}`h{`7SiHS5jhF7s`O``S<8(QaYm(L_7f24nQ@_ErQ=$>|rMDHD5n3tf%? zUJ_S3*g~f#zO-gWbj%roorCJZ11(Q+L&$y3kk-|Y|UdyRC*V@thqzO!F@+-NorabzgK=VqgR(5PeIeP<8n zcON}Gc!aI?oo4M({UMUyJd)2S(mXgoK*CO=wqM^nsPFCLbG-(%4}lk{mE!H&cyk}e zK;t4fIP7XRYYt!nPXc{{Do5-qY^5iMsB25J0ir<;E9oadYEbHh_DA4?d}!1k?@2*Y zqHjqaxx_3@OIn~sTs4xfpg_IUjuAQ{K(~;CGpLvle#!Y7hZMq&IXR(oh$eT!EN{*i z;}q2v;w9WbwbP>ZfxlMAB7!AG0k_sD$$7+}MtZaBnfKN$>o zkU+$5z{iu3h=z<1z`^hro?K@em>q=S1Kn^oBj-5nN+R|x`F+s|M>yGij8lQ5N{T+< zfN5p2hv87Koa?=xThgZCVpc9wlJhzM%AxKMb_UVdyeM1p6=vBKm|^aW8BinUR*D3h zm2JD4L!W&~x>md|R)nRtw|V#*_Lm$3l=ESFaIC%zg*|^nPS4`wNlWVpw)j+E4>l~g zVT@VOAjtsJed5|2y*i)0!VR?ef14Nl<(Bq)&{kPe-s?wKJ`PQD{dR6&x=V0#3CJZk z*kLyNZfbm-mjyWT_#6k7^PFMe53g5oqhq3k9fm0!4nKwP%LRcL49xRJ(^SrG+M|W| zjvP6X*T~8yY-54sQ@B z22Fg{>WcNu(MOdNi@6L^+QUrFM}sPU#o;UWGMXWXO9fEm!rXXx{t69z&V#6~F#sI5 z0!^Fr5pX9bzVL>p&@QP@gb)PJA>YM_2bc$luj|Ab@6HyN;_6YZS{` zRT1`^4)x$ZwGRiohuI_dwvea_66%Bc%Obbh!Xiy+jbu@bvvg_J>bZvIakGZExg*at z(_&U_W1tz;!*B86N{Qp0YZOa~;dxrGsNf`@?#49dHwWZv`B2;;?9uMJfS@^gK0sNLd_Mj8b${F_yO)+o*

?YSFhk#n^i3M?QNUT zrOZcWEI0z<@leB+#~3hDF*9IfVpA&AHL399+Eq%2TN-KoLLGD2GBpai&FSenQ z*v%jnoHQJNF@f=wG1D}a6q)T{w;>!%AJ)1=IuK)^Whsx58luguBgr-5Tu|~hZtxvW z9waL{_a(2YU<5pu_or|@+BK}`Mb}a>ba5CER_utEfQrc{>7`)vh1ZZ3sR_CXlD+MC zgxB~?Lo{X38v1J1rcDfLQzvB_9?%jLx{{_~+#~}Kb4_^d>*(-Wgt;twKl<%F48M?^ zT5zKFS`+ywOh^c&1qRx&9?Dxvnicl;{hXDgSzlxEM}@zDL^EXE0_7d3^wM&_Grgss zz&5vo9p-%-nY%hv0MHKXTlO*a2D%%nA==_E^siVRk`zZB^Hr3^D;yGlXkp>hQa^#Y zHwUn~$WP0=%&2TyLmY^}wPjymVF8sB!pSbK1g zM%*mPaJwR61cek)tr%xCkxm$jHm9K`BBdHa1gHv|?2V1gqkNK0=0ytxn*0 zpo(M;%{0X~5QpCnG<_fZQmRSFSvXXL6^VOig(*mW2ZoSI_Fh?nslW!{MRmCQj;|oe z)=xtRP%xYiX8p;ak1m>x0U3N&IxP2uYv?ge+m;o4Vc3t4N&mmP;O&oWo3aDA6XQfHOm)YnLKP^z!1?CJM!k7L*nZ zu%fk@YXG?7rdKLD?jS2?tWGSE33&E^c4l5MdatU; zsxe+n5K;+wZ{Y$&w?ZdGXbbU`7riv}@Vz=uD67n#N4J0*1rYaLSYm=-I(}_$gP?c|8n`{9T*Mxw_ z!SB8#CYht6Stoo$V(^R&gcQiGS=HH-ja`7M)QW+%RgK{tE$Lh>#!~!A!mxIZ8pUjSoc~ez zcuc(!FLQ+`euZOXTQe?JaQc#Rto4K~(sDWY z$y$I6Uzf!!{qz;`#}3f~EJ`wnzL zK;opwIbgKwIqs}6Bp<1SbkxcKHl-*G#)%*wxn+(G^B9cCiHeVk41RkBP*kQO=q(l# zyu@WDE0`-!;LV&OgDq~Hodxh4I&&6=FjF4F-Hh!d97Dbgk+uz0p`N**bsDUbpvM>y zmT0>(6Ys|)+!3+i!l~mtW!HhSxS24rPM`n$R#0tK3_$4#Qm+QTbd*?h$v$1xGwHI+ zxtp+u(He|QHWeKKTi^trFuPRZdDFHx&coRW^R9_#RYjWu}Ki>6NaQ9h+^NEDTf%T3`*>m$KGTccd6Ge{9@i5%|4H837r_J57r#qjVez*e= z7eD{>WOsZSk#yz(v>_=E$`Xhdb}pXU`8B#=4&w`YrarP>d|pqplpS|N!|B<{hrc|% z7++n01y9~|1ceNu=yk22oX-@rtx=)BNYH=vdL=iOmE5_Ei^S38MJw2<-xR(<;cb~ zK#gN=@Ct}ejh3-Y`CH7o+vj~oQ%NpagJMT^2d0=;zlCe6^OB`pCoD*$iVCTex8Sav zj$!rFH3-(>G9644n6{wXu`WPNr1;%l!(kyfJ>74OIW02_9B?gOY$B~MA#%|s z4q!mSc+ z@gIrg;IbpfA>G;rQ`Bg|);_~h;I*ZQ-H@3kLonJ}Wm@BhWwJlhK@mhq}KImfy_5R-zEGLMKpY_D`(R5Jw}lgBe@w4-qq5N8ycM-Ff=u zlh2N^mPSr}X+iEtQr{&&%6$`r8w;m8&ncG40SOvZrV>MK)KwJ7&E20tc@U0@hz@LX z3kDyH6x;S7D4Ng4)-Kg6KulU&Ci+I|S{W1Ziq+;4XFa+_bJUAl!!mjcGDI%`N>;!R zgmNd|%H3GWxA2INRs1p1pQ>)M{Ye3h8cP*`&qS)@S4sCQ{1&52p?cJJN&hXI;Z{fS z&JeeKhUV@EGw#`#DkIRUhP0~lrpFtNTF=u6mK;Zyy#Z4xUkAFaxg5T^NppShrs8tw z=3dYBp__`!p}PyX*N5+_CNac4q1L@ySa~tMcJf+Sbuq+$%QO>6_=`U8LuE^oo+^IvDrK4%{t#+E9Nig?{ukc z#k`4VU#JEC~!%4cVq=^$_z-F;s zymFaeMT|$hPBwEqUhq?`&%2q;h&b*i7O7ZebD-&J-He@xYgG7rUia0(Ce%0;1Y(&x z6{!0Nh8k5wkGi*j#{!7^=h|H^KZ=PWoBADz9Rh?&r}m74H3fl%2-BRuFy*n$B7t%- z=`0sP4YYfvt=Le^f^vkhc%P@Mj~#Seec-2ed-(V-jEK>&uZjOrA^47Z{ zx4p4s(tTq30Aiw!wlogU>ye>=4^+>d^QNM{U2pBMWjl={;}W1orAVZ@-Ig{tY}Tu+ z^?-L`njf#Vd}b}1BG^#2IKB)fx3*o~tmiL_;>lofE8NvsPH&IJSy)Bb#=^I5kG01N zA$kYCS>vq`p5mN?gk`$O*?L8Av2ao5<=~>?kX1FbuNgY|BZ&nIc!tg}5t-y!E{n@+|z5}}0MlFEOUTS)Ke3>3CVONd;-O=kJ;xic5 zZ1LOEfMgPi(H~teEb_2ON&K?5I6-1=Vn%wJF36;A-(WWl#~kg7fY&r5)BdH9n^^?7iPcdk z%K>Dj;Vs-W|6zOK-T@aGtg8jA8gzFIrj6c6>Z`w+BQ^J@E}+*M%K`3ip%Q`KJupS^^mVIBjt!*awcC7?>kIT$%%bEq{U~e42%7F zem%5zH|?*9_Z^t*SpjRJeFrwjv-Em6*O|04ed}gnRq*R!c9n~&`$g#O41O#0#V7O( zdfy0J5BoYcSq8ChNUVo=UArQS+%qfIM82+-kv1W?o?8p$EvyQ!#qy;z;-xQ)-9?lJ z??T5XPKLa-#DpJ6B8T`AZg?dSxISvDgHC5qi8(=V2~OSU9o5#oc5ElnfR45jPD#!O zh^Y;O`v@z>Ii350EQKMs#O1j*|3iiGN0J(CJHUnN(;Laj27@CCYr1%Fb8*HI$yh84 zhm8_EXs3j~NW&Rw#W!vX9ufUa%E+(+e2{m0$(^Sf&K_c^j~3uYr9MlH1Gyhf@;^LG zL~_B#8RKkM1e*#cxNs5h)02z~^T;zA|8HI0Q|j>~yXn^Nn6-g2}23Z}Sn>%q56 z_*Kwv#TPqcuL6E6&bWDb1$0*~W{efSqq@_HA;9rIOaZ`lPsRy&9>s~t z3M^PU8WTlhVr59iBQePge~)Gv!HJRy$T$RmgA{p0yQzIeueovws0&m`l5m`yV2HhF zPJoaD;RqlTmuY{BWit+3TLNBtSjo*b9u0|22Jo4*BUK1sY&i_|)qn zL%sl|LFKg|MNN?gqyanJQSIoz7s$H1TJ@Ztf0$yv0n)qFr62}x<&^7Htuk@K2jpV|7N0KED} zB>;sPRQlG9FuZVLsju8uU|q#Y$e4x_o2vHfaDwB=rDO+ZPu%+FZ>-ADbk?KA$;^ZD zHT)k4szHw8)9H#ESh{t~qlLvg^s6()XIRYWae{H7nfp5SU8K z5hPZ^K6K$ux(zYw6ZKXgh}X+01bIg$6A0pZixF&2@EVC(Ib}GB5_2up6AK4|Uu$tc zkP3H7&4b8vsAhEB{X_Y3lndZFg$RlZ(|s-($0eszcny6CwQ5I`;M|-Ipcw+ zF&E^s`bI5DH^*psICFE1mg;hIjMffc-3%;p$ncKO;;cCNgYCkirv_FWzFC3j9S(xH zW#;A>ZFKC|oH-Auk7-aDGu*F#!-w#ukk=gyF+YCW{9TU6g>5j%JMx@YfdaHHHF zZPE%@x4E}R8_&|~;aq3Z&al|c!kc5X>z(ezZAQgyvJBgOLt?%DM%}g2b7Yan{wIv+ zHIdsG=Axr(bBuO#jCOO3HhcWnOl|8O-ZK*ue9FsC9GX(=f!-XWMR>H)g*=)WpSgDP z@(Q-Qaxvp|{o{l4XWSJq{lbL+$D1L`WW+6oO-#H!C!R-fVzL6cOGPhHG$s}g7aewW zLFKXqw~XLK$pqxhG1|L0Mq97(6fJ*$D-Y4;l5g~D<`|7RyPSGmME>mrorAAL*#%Aq_}VkPBnp}2_lOo1ZQvr^u9r3|o~7G%n-ZbPcO z(kD0V{=98sp%&zeP8w7m{V8fzlb`Cd4Ed?|g~-pB9~%Z|Igv+x3foHZ-5hFxrs>ZV zDAE8{%9EfBu$(4j%B*aIKWAqe;tnY0mn+g9t@%|Qo6S{HzWuPWk;W*o<<@DWU2x`g zU_KQ&y_jEcWmmdQ8cTRAj^ETHv$?&MFv~J6aq^f`s7OD3H3w$%n-x1UmNY9{Xq{$B z?L6575PP+XMV=#gIi*%gUGjLNt`AQ1s6r2dRM^(x$=JQe{DS6Z|?8o{AYdt z@ZrH>vtH-<&qjT3bN=(II8f@&f0|nYaPMz$-MV2iMO?uUwr9+-tW%*}t*Q##=34yl zvnNcB98UW~o8~!a28r9ak+ZwB~9gbKL2#VWiB_H7^M^Fw4xd|Z1(4+68o z)FcsNe>fTAc2gvXp4>3U*k}^iJ8~x=6i@K~q+_4G)hrx%_I7HYMK=*rmI180v=(U zImCca@0RZ(Z8c<~iq5H`U(6LA6eEW6JZ%klx2{}-i&Th{~n-EsrSlduKB z>m$+V*i}Xk;|5%J!JFLbDb)p6DY)*MlL_r{#MI#sgXXl=Av?CW?<)%hlPNDeB?DmK zR8aZ8JlK|$zb7r{npAN>F^uuI|oG328MtSKuQqnxSA{w4*nb^uVn~ z;pDjdIXuWc6bYxtFL0rAb<{$0j&l;FoR_Z#tuEco^Wgz>2dJS80ZN1i=Q zUn5B_K=Xn|XaPXI5V_#R%$=)q{IA@2b$ncw7v)!gCZCXF7aFt`Mg6WwjJc5U*$HK* z;qGd*9S?a!7M2T4Hjp;JkW9U^9(uOh)0?HG0J9Uf0yl*}1mVMTJs7VZzK za)tou=qa}Ii~gkInxc0A!R2q;hE%y;*S^9|JjcDeq}p*y`RdxD6h1pag5>FCA46e^ zc^PwGY|F1NM?Oa|wcq!Kn4v`ZzG>XHstmWHJdt7NV@JIQ&W(qVsqE`f&UEQzgV6urV+ zi)jNxo-;p*5xFt!;46=VMnstj8A+qB!!jy;PN_4q4fqM+N53SRb!sIzA!Of=g-k|u zj(F#eO$a%LKTM_zv5YDl6US%Mc?i{qL4@n9ar~b>g*iy9Gq7aH#L)5_;!3(q7N;`8TN-%J@OvccY6#+`hmWe|lnRiGnHIm?4I1@&Em2)GfL}=;)mqUENlGi2 zlDF+=%-GwBx~ew(%I2A^v7|PYjbB%u6sV~RN>qg9f<7uxH?0hP3NmjKt#w#2_lebp zA%1R@WfJj^8ue?5Jo^!0 zWf|1LvlCnfg9(!urDYuSoY#%U<>9to&UglQ6*FrMJ$D<`DmWBK?hg%Td?-(u>pm?_{EA0}(5A~o~{uccEA zutnT>Ff*)yY&9~bC8XewxO%i2874_Q&aTJP*J5UP@KXaz(Bd*7PI7=Y!)z$)LOv&0 zON2}f9w4d7K{~myg(^uviOS5sFGD*RUvjahH#3#MRB#rv-T;?fiPfTi7F+AuQu9U%ZW09FJ!?oh1B@c9w=*qY9CfU*De^-d$_{Wk36prUiU59Phkx8U?~EBd*;G;gUdOjcKTD z6j6r-uDXeBmGuJTzlGbY;8UmubW*Cave#D1kl=75LOWJs(PKkWYUp$I;2&@dhDOd58fvPfM5R#h4rOeZfT!HzB= zPq;@akt`?Pgtq*J{O*~FGqeCYTGJoGy$45K z)TaQ%G=4C?jKb*~_)^EC=mYe;s4qyLn3-&anUxf%w8fH6Atj^yMK0bxI+W6uf@7A7 z9Ss@30&m^*Tcb8^vNbPxa}XDqW=ZO-gX0+cFxT6qn-H zg)0`qF#U8vpAc6&c2wNy309$%Ee%|26r8?VixGj+ccYXGN7K{0+iOtfI?GmL6%m^ z0Fy4J{)E(JyH|&+J@RX`nrhor>Aa*>3D_CD3MBJbs)(tBfruE(TL814|n*a*&Z&wRQ2J2Pv3Y5X$^#W{%LC5_t1vXB?o7boKD-WY}lwTfEbTG=jx zTV^*@3=Y{x*QJMX&xlV8d~uFx8YsHX#5{`?oLL4BWiySwFguf9ss%@E*5Lx}2RA1@ zozn1(ONV6%T$XGod_DtLhuGdsc|h1t`ii}ja<^DyIo_S^#3GP*WSK#G!Fpz3<5)k6 zbEvp(^C^Qre==yb!-~2jj_cK6*ysHq;-NUMZ!7=BwOZJ?rL z@P0|RmQs+q8gC6|V>tBS>qv@>?%G>FMw~L-ktPP+h0eQiH{g5O?qH>hiannwiZxND zC@$%w;5et9lO5x;14~U1hBgkqMOi?=(={CrgI}CJu}&_BofC)$Gvn6Jz?LeqNxB5? zFd8t=UQBCx?8LX2SCEIQx?;JRI#CY^FLyiD{)={^4>PzBH7bb!Dlwn8ac zVrlF4sz}q-V9uqRy>HLR*x6IZb@$;tlU^z*CWlYPfpK)=s!(cyl!M>Ciq996y-);@L&=7SCcR3Q8~;WmaNlN(EPELRwlG{Xvo&bYgZoylJy;?Qh@O;N>6=%;;+L<@ATXBd&7+(fss-In_$?Nvr`fk24-H8 zE?Wk`AaX%pc>=un)e+u>X-f1cofsB8Tj7fG3xLrll9Y9k63KFv5R+&C@+yu)RrxfZ zm}Ms+@dx}#Lt__fG6X_19d4l+egPUjWuSS4I;%dG7i8|8>3*JK$9|7QZ~|CdNQBCR zaT2ka+6&bqWRc%++mY%McKGy)A1dV^{OSk8 zvbXI9&{V1jKtoiNYI&KjiBBrq4`S27VuPE!>ya#Y@Vs&}BxKnMp##5L}wyG#C))%DyISYh0U~GXz+YwKZBL!Eok&$iMC!dgm9E%Qw*I^%j zjQ8x){MRQZc#U@Czx@?{@LrbBws-mWlTR)v0k-2jgeNER&Nj?@M|kqqa$DbeWo%rt z#djvEZGhN!4vEC(2~-7C&JY?C>{8`mLsYTs=N7-Q!emmSSqAHim)nIS{PS>XSS;Z~ z^V+)DN)o=RKV8g9k+HaD{0YR?>wiLC%AcK}+4z&n$qoXq9|ZNiKRNMB9%{+Q__LFJ z-Dt{d`GeOi^#GedDIkqUQVMtoB=b7WMZ=1VRJ{CpwrM#i*@%#)RY$QM8_J+@W{*MQ*Di5#0~9I-=#CofKd7oVPq_0oXT!c)braPufY zr@^$j;fRWX>>UM%Igj^I{87&HgBWKTmk^>#H^L6*r=JD;{B_7*kNE2`e>EE0Msy{1 z*la0biS$PHV@0SDA`k_84HAloZ`<6%f~XIO=Aq!K%kO4UjJSQ(!}u`9_%p_EA!Zki zjwyN+zt3gHC$!v^ExOcW;Jc9Y_>u4i--R=c$B%_!_$%zf>PpJtuav`IDTl3kDaU|$ zG-?pGCZhi$irt3;n4%RU8;=pFL*Y;oNL^Qj5VH)@GMRmOgR1SF3nJ}-&AM{^HR zPw=u}ZTEv{r{3VIIQT(Ok=Z;`i;B*xL+zvs>mNk?PnXpMz*(vK$tTs56Mvc}@{X7~ z>1BOJn?CSqTm%QuY7xTq!Y^Q2_eY2VXbr@%QokTmqLj%-0+u(7r&P-6mNlA|HF3)> z5*Kq3EPpx?tFPO(#2pz5#sUJkH5!*`7gvQ`#WkEmBVKiJMTeJm)rGHIr7l>*kt$t5 zSzzz5gd?yFsU-l}Cz|g941|k==?E!Xk zbKW!;yoo)5O?Hm`@gS6tB|(C`627aXBi2^pUxdA-Voawsde50^hALL`d#)!E-~H$y%4*x5Tgb4ZI4^vNLab!`F`1NIO!I)h1icp8QA~r zj1g$m3T(^2U!E)b@Y`(57vlL}gbn$OUUe%-jFi54|*EsvMu981qt&*Mry3L}e@#q$- zo^Qp5wZ|c{?pwO%S+%eGjal?)=y`_ij4HwOreVhnIL}(@nL6LnnDfo5=c_nkl93kK zJfrV*v+8+Y$9gh6mo@weB;CF`Mn^li9THo(!%FTAr zw`)5nGg9JJPstpOKX9UBK6rIX_F#GLiT=A!Z;&KL_K@Uy4|g10^C27`BcTFQYbH;s zyI1>*UmfyQ&P{a-AU#?P>G9%MNa?@>d@IrL&^=nR?9hF7(Ww0Kx`>Zf20wpWchJ0s zF@8C9f_|@&StWndj?ZU0tI!IWHygc&}-GExm%oE#OPXK~7f)*+hxAXq{boM+W1kM%JEV2RreuV(ESRp77 z3~-maBr62zXaG?rt52T8GTj6PY=Q#bQ&0dGK8c^qV2-_IiBj^BDakZ?!1~b+(?vXJ z#r$aRoU1cQ!!q~T!D9E-!^N)}b-r8a*m9n@2C`){dA#SR+qk_l$pSn{VHd9SdLi*? zDsSXB&FjTxWZG58^Yt~lnzCsXp#i=X*%al-zot>laQ*A_P%S<3Z?h=oQA~@`1+$37 zSS*L$H#m?#)6B2ajg?1?H5Lo`)b4P}kVnhLiKTa-WNt0VYSoPoi?_Mt^5yr|iIo{L zE>Z~V&H~QEJKPe88n;hiMbQX z#)rlGM0iGC5+UZoOFk9fZznmALPP3w!=}b4T{Lf9wRhBNve86M+nR zfk3!<)7-sjFA2#wSs1vEYU}1dTm*-%!F4h_dh8 zvdq01bntu&Zp+yCcQ|G?VM-I+b5$sYFQacZQA*$bd=p=NkdnEfTnC^0{`#Vne3OI3 zfELaPn=qxE^EP)GT98pDaI0)wJaQCdlhu)TY2S8I+Jq^6MHj|pNASkSv+?n4ZtM69 zb6ZEkf|HNV+xdvOgW;tM=Ik`rOX3tr)Z+2_f& zdQS9@a|`W#v(CuX_r8G+B#+tbwakO%PNaIX`PdH>%JXJ@#kYcF+K_qh?TixIIFb5@ zy|E{5@Ts_2xCs)%^~mOoQf4%4f`mpCrJVQC&B9j1l<3w7+TF7d)_?Xk?tlM}Rw!gacWE&?^u4S?b6xsv|sl(;>>&jPc z6CDvYUg+^rFoMr$aBB}z6lRkgmCRMO<_X_b*Ao71EnSVVm4W zx89%K1PyJ1hOS5OPOj(A&8YZI(9qYm&(Gi}b7SJ>T$r=3Hs`_^I5${uE-bszxH%Y> zzXt)n2qWbxD2Zlzz)VL)a%8EKfJw4&re^Arn`d+<%JJX=4;&Q8;&X>-wzEoLA$&J3b z$&K7}35Uq*VB{c!~y%4

+YJKp&Sy6W zCCjk ztO7!kp8I2GMQ{ixg!nCXpenvw>_C;IXeCJPfCBHdBG8L45Ri98aD{-p+W}VyC=4O2 z0@Xu6A;fRkfno?K1m6uiP(3MH2~s-%jbL^KhJd`Qfg1$mT?O1Apb%up5Kypbs1(O3 zd|A9XsQu`G5TL@G?(opg-GGO@>#G|)6oL#^l&at%@8WiYhrILI4ITSQR|v zT@hU2A@6G73J--LgjJw=cqoMUEq1_$$%Np$#STO4isZDA^2|Cf$B-oN|4%tir^vdYTyPBc~=29cqjxJG6bv& z59I)!JS3z;7!^e@%3o@(11@z|44+h3QYRm|P*e4=cnec;^rT#?3C_|#Ku+{(XvvAQ z-May6dGBX#uvQ2%Si!4;wY-bl4c79`XE#_Y1Q{}vRR(MM7q}y=<)7D%uvQpCMC_Hr zS|P-5xUt1pQV6~qZfy0WXeG$Fu~orZ-W9_%j_6PrLPYG9qeCIYZ+L^nkW2`^8{S~` zq-Z6`c!O1;L*5m^6&>=f2CnE(7(!SDsz--Hh~HudY>-R{zFX`-m857TNbNvn=#Y0s za7Bl_tAQ&z6owEP3Mxm3LWtk61I3U`2)-M3pn6iY5~OyZB6P^R8n~fD-c`U29ST8) z3;}`Aq1y?Uw0}3CA@92C1`UNEgO#KzXvn*`-Jl`we0GC|LXaWDL1oa8e}OwfL;iW~ z2n~fHM8sY>G!#PohAUW%$AsX!;R;qyidKS*D_9jYT;0g_eA%s<+dT1zw z_$_w8hR1~9yTuMvNs3m2)DBbz4S81tS7^w)8n{A3VF;0-pmJy^g!m0RP>jcf;JaZ5 zswYJ&L23sof`+`Sfg3dBT?O2rp%7%q5D*F)l5k1Idyd?<4n4dZ_>gynb;E~3kinW# z6+Yx$+-~@gcRst}Lm|kJF`+Vi$iKiH@ge`bcEpFm5F%o)93KiHe#0Lu24zC<-S7vi zCq*kk#viN-AM&mUuK195HE_j;!VtnLP(3~rLi`pxU;|}B@ZDkusw71#L23so!-u>p zf-64cT@76Ep)iEVP*6EO6hi!l9ViB6Lh#+N1J#qFl_0eP72!kP)xZrO@~#4I_)rKk zWC$q0hX}5rpTaX_xfl6EWhz3^PEp*XM@28%J1fRbDlDl}Sb2v5t6VFj)luX%bkd`{ zfpB^6a&8D$2r^jLt3tTEi`xz1^3G>BgewFYGOAUEaQPRwBf{mM*NzBR7(ztsl_Ojs z#BX@C#jsKcz8fBG^`vMe$au6>Aza=S!4={1t_H3MR~SNA1*%85LWtjD2W+rX2)AA^*H~1c$;9B4V!`910&p`4P3#YFoeiZP&qghLi~muC`M#L@ZGQj)sv!?AhiP(fkWQazzrPot^#i0PzW+) z2nYlY-A?4BcI$3nL*A9u4I2tU25U)G*pPpDyMaUA8SMrRg&;!)gv!9701|gZhx{|! z5giIch{(NibSQ}Y4R^2@lL^6i!yT-i6s-jrcd#mW$iF7I;zQo`z!e_~LkR0Y_4rT_ z`CBZ34V4MOc#9>dk`%24sU@fkAo8yXt_YELJ#a;c!Vn^(LFEWh5cwOHpct14!FaGwyAHTvL?OtKQ6LmXL?_a2VFOXSeK$}d|N80%69u7zHKj6~ z$h*Yda3cSlb_0rn&>`bObx4tanL8py0l4i56$PS1BwsyN6hZ?Gzpxmf3Bq~9F}wq` zXg$byhLxd3-gUthE%L7ku5eKxN>~f-0A3VA11#3S2GRuKyu}(+N{iNm)EZQW7*7}lT!Z3@A8!y4QHTC^Ud)}Sin z%ey8xB46IMz!CWhL5GY51;|$+Ds+>OOSiIRYUhpsN8VM|5jYA#2dheDz>#-}I|4`E zIqe7>g`h)*hU$PL|1x(4j{I}m6*vk*iAcVB;3$L!7|vk{SQCQthI4oaXwiC*aSkg3 zj=bxFGjQZx6P$sgFqE(s+yUSyga%lwffcL?!Fh`{sFW712dOov4mk3z3(mlicTI2x zj>1qPV?y=7Q3wq%tU(D_6N2-GHMj$`Xgx@+K~=z!cTI2vj=XDuBXAUg4jBsq0Y|qK zj%oLfphn*H)e$ucK?mzeWvG#Ni94c3-Z|}v8ik-k#)axoBmXjYMUDJ(+Z8nmLy1Vf zdekU{1{j`U2~rb+^M+@52WZiHkns#FLyf%af-`F5T@##9qcD`P7Tf{UD1-)BtbrA& z3Bh@bHK>#ptp}+!s17yqt_#knk#|jSMvcNyB4a}Js8I+FFswldQWJvnhBdeYv}ip@ ztwB|&k#|jSM2);_fg@@Zf({uALZL>t6`*PFj^IY#HP#U~3PA^JN@ci_cZoaVM&3E? zh#Q5VLq>+`a3lXRcg2nTbK4a+3PXuVzIxm!ga#PCVF^|fg7b!Ncn4_FdXVuAE5nVv z>w+_Gjc7?pcP$H7A9`XvI0ft*!0yBl+yy4c~0a~;kWZc@yATRH_ z;0$?r*92$CD-0#91$O}Q3ZVfOYhZ<$LU7(<4JxHY>p^M_s)M||>w+`ny}?;7if8-<{Q zHKj7#$h*WHaU<`XcEpWB(7_TXdOqIY+^Q3UKHl4WfWPg{?M`VoE`2#8JVN*KpO(yy z{ma}HH}cPISKKHJB_jFiaib6#VEBe5+8BcKhHrQWXwiC*@eM1(jlAoEGj8Nv6P$6Q zFqE(s+yUGuga%lwffcI>!Fh`{sFW712dOov4ma|y3(mNacTI4{jlxhOV?y<~Q3wq% ztU(D@6N2-GHMj$`Xgx@+K~=bscTI4_jl64tBW@Ie4jBsq;YPO?{Vht*#Me9Lo4XQ(pyz7E9YUEuLoKd4Nl*pJ+J!%v}0}N|Wg4BfIykQOQ04-V% zQfp8ZYUEuL98n|hTHuHpg`h*mf>5Z@Z3Sj}d`EC2?;7if8-<{QHKj7#$h*WHaU<`X zcEpWB&>Pv^fW;bEv6>K^w^)NpY0-L+T7&9vBk#K4 zj2n5^1ZUhR3?(uqRF4~l&;Y|4lwdU>IB!^kJ3x!pgVY*Sg&TR-1V`M+yB0X&Mj_~s zvEWv4qj)%r52B4;_bS?HM}t|^9S);;zdNtZqG5bCFFd-k5nW6N<9WR{xtI?o&Kv&c z9iT<)LB{{A3Y+q;3(nY-cTI4{rovFdT2MVU6+{Cp*1(Dfh2Xr!8dOS))`Qd#-}y8%c3Iqe1< z1))QRhU$PL|1x(3jskGo5jYA&iAcVB;3$L!7|vlaSQCWvhI4oaXwiC*aSkg3j=bxF zD{$mr6I_9#K$Nf++yUSyga%lwfeow)!g-4|sFW712dOov4mk3z3$DPCe@$=&jsj64 zV?y=7Q3wq%tU)nY6NK}IHMj$`Xgx@+K~=z!cTI2uj{IwZ8*mha4jBsq0Y|qJLaEca zBdC#geRV{QLeRl_QW?{ zVht*#Me9Lo4XQ(pyz7E9YUEuLoKd4Nl*pJ+J!%v}0}N|Wg4BfIykQOQ04-V%Qfp8Z zYUEuL98n|hTHuHpg`h*mf>5Z@Ern3(?A#ID$h*cm;zl9pU`?qEH}WoVN8HFeryX&l z5Om1MP#tdMU*@j3k$-Nx;znU85y@AN8->sS!#6C!YC>?{@D1+(Em{vUzF}p!k#}8i z#*Msdf-`Ouh7#6-JAfO7&;W}yuwpeKIB&5AmC~a1Ahib7;YQwd!5KI5t_jY#Q5Z^O zOsF0=3ZVgpH7LPqLU7)&26uoKtp}+!s0ugot_hB~k#{X{#EnAGA!EUfaU&HzDe9ih z<7w1INTgxZX|>zABWW8F7%6HWM6K3`=n1E6&*t{jg+Y>{?zm^hPol_82%pr>zZp%& z^FF=X&A+>fyBu|iXg$agOXubky(roG`fMJ-@Y40L1j&^G}O! zZ1WaY3)Slj<4UUE@`fb4;geqLhfM4Bm2gR`Ac4DSL6%&-=S`4q@S{IQy1|ZK>t{g{ z9nLrX*#$|kl@?`5G;)8UbVL(YQY{Aqhme=YfK1=N$|>8 zV+IN+V_LPWOUMmTi zVXCC>76TOCMC^*#`4g}!Qswj3z(19i*{qVcp6iCM`4g@iuI9CVF~|jYT2YK9YlpQyERQz+pvIV( zjzRu2{A>b`p?Kuap6O3VNBYwjUs&Rk=c?6+T}KeR=U=@*T=Y01%#JX(3F4UJD}!vg zyu}f#T6rvvO8aBrY)f!ByT5V`q|ib_0u@?d#0*r}v6Dz}VfJTZ-bWz$DWJ;9h(R%m zD?b{{W`ps0G#E4A6nvKBoGu4|2vll((TqnI^Q(G&JnYUJ0ByH(y3G>Jg2mf*V1&n%u&c|jeA2XwU1_MA>gAK{kO0T z5Pei9b@b2Og3Q2}}5r?5!0z2<`U6=z2GEpxj!5i{T z3?|eWEbh%pN$|QHCw6{C0Gwzq6fJtb5^V_%?pL%RL5a4E1h1k62}-nOBzP4qNPu$H z>qLq(Bwj9BGS*7CCCIpE;Sv!_yk$iA6)zE?1YAahUjY*lB4Q>-gv{(A6lO-B3W2s| zf~HYXiMj+U_bzH8LkYW#4Bx^gGL*Q>$nY(0B0~$DNzx)`HYuUg=j(}`-6pet+vf3p zh0a8n{o6`}SCKOjX8*Pl;Z@*F1dCh9SqVrl?cXSmwFHI3`A`~dZJ<{dOp#&sZz~zT zh0UF5IX8TZo5;`tXOgtY>5CJzUMhB;!07&6j6nMB-%Nz=-z7wN6*&{3`*#TuUIorX zu(*XBG3JE3Yb5sCy-HV7I>m1Q5WAe$a+MnmjqF!L!VwwQxJB;twjhBp| ze}rwgK>1snb__k)Zo6ZxtN>zbbvlnqAT~QNb~9MbN?yfqTE$RW#W32nAT+BOfz&Ab zT?QI?v)`y*+3vFHz1eQUsbq*QtKOU4M)fi@uL76Z#mK;mG^Gq2@+U~ffR+>BPn1M} z9)ydx81DEJCJ`XwWKzV>Vzw-Y#)^bWPMYeUWgw7Gv9g~if-NJ#r(oG{T~2~e(Gm$- zxJ-@~FSEx52D6HoQ5Nk$i`H6QM{fdV0<`;FLV!2%G6814wQ|6laG3xWt&k$lbJB15 zVW9(EBvjH0v)@`9WvxmpqC9suM#6U;P zUTd|9-o%UQ%|2_b-kWF%8xpaWY?<}fV^KYel*kY>>;O?&#b|x#8J^13sdtO+7GP6P zKYQ}^oyDbqbS=fDc5_W85Ud!Ndh8FED%kvEC2);QNgprU=H|_GuaT(}8lf5kY+gRO zyx2t4Pe9a%(QG(4jq3w^(eLpI?>7rHdyPzif49R)p313VuLKzKHtO=GC_V0$5a6v( zG66jD3Mt}BB{SUeOiK6BD<*T~d0$5t?otd}y$Wn0m_nPf!*8)Z$77BA7}wDHPr znh60h=eSl}##_H#BU8))8E;7#${??isT=#mg81luTY}Gd>$huU3iBGMww})1mXm(R zktx6)R%7e_&@(tizzlwJ^k|G~k1(n~i=I3`;?vC8lg#|E&bygr(O&e`H_=1-)o$_c z4rZ|G-MfA~jrk<+#Wa39m|Wt7FUK3~cW2Q~i;hUoas==eth%u`D%m)-7fq%Gd#WB5 zzXD;%X5XMyv_-4k*|Ztik-kH`e+0_Tx}o7 z8YQEFM#EBKZp(l=e_p#x__c6(@~=VAWVWrPwbDKi!C<6mYTxA=C9`tCn{ZhKEL#4w zM#*l;9%@+1=(oW|OWjioH|@8Iwlzw2g9S#0rj+HX2ufM+-va+{8%j|S)fy%9z+1pn zdPPdQjMW}`o9^6kl+22TxIe5IBHMR_$U20J?b5G(`t^u@J*HpnwkuZFUL7mz6a!+r z#jo~Phsqumm-e{$71~Y!n-eNme0_;4?zV4Ls$$%2@oJKVm}ED{-K_LjAFg3HaXHqo z+ZuMe!QMD1(TY*Vti2I){&catqFqeYMiyfZtT(5r-I=$woT;#+_2#r>`mQ*VpsH)w z?PmLf1?!Trv_*4owPab{Tg6e2nyiMdjh%~0Vdjgvj&*-I`ev8 z7fvAGGRCFXnM=@9Zy1CEl>`h{^XB!wuG={_y#|=PoO2N^HG$#4n+Vnb(;8q}$K_fv z9ETh|)cv+(znr(J%^F}@15AFPO8`skLVaferW{zK!KFtB(f$W)OuC{CSGiQhpwj-5 zgMW{5WtG4~PM0FyFm8JuUn7F7R66ZI+Q-z{%Ryh%u8e32K(p(y_T})0hiR-{hLe~3}B-JmnWJ)w}5a7I@Pnq(@8sTcmSv#LnhZ?bjTXyi?n*G!pdqAZmB60|m7^2L(V%a(~}rE6!4|S?Ifn2DQB@of90?_7 zkQnK4C1_OJTZc#WY(j~Q0DzD`F*+ea{>1163HcLaa7@UfAbB>W2BG3D9Ueu=Sj=() zy!A=mFvY!+KS{roT~zGU5Pd67LTr;vTTEWBV$J%j6$v)$w3d+IQ?#kqs&+wW)Q{Pt z1Wcb-6EWivI_R=A%{GJfCtxOEIW*+2-!cK(doAIBH{mh?+;4@HfZ&iti$p&=r#Vr9it{k9mP z@hVvED9cIkW|E;>M1mGBlOyA85R}NDc%5J(f1-85iTw50?*&j)3Kq3nK#Lxgp+&R! zAlfivm+Rm~?MF*C54Bt0cf6?M&7?TtMICPk4xI3!j!(FXjcFjf$e$RU@FIU=bi#}L zi7_}{6UyuD>;6+x*#&`&C5t^%g#x04wVWhxVgcN#o+M-XGIv7ce zFX#_cA_L?oPob$s664G9w^Dq>l^d^~(km(twGQ7IuZ}2XOm6zqlItqp^1M1k>O zV>TZQhtXg>8}wrQ8OPJnWH!eg#gmI@@;07Ev-xB?nnkZK=h1}zo$+Ogr;~ASFrSRO zL$kPP-0h*5s2`n8C!?r;IqjZy#|w3iC-0(Od^Q-zIORA&;qM0XJ{P-tgv>pha-QWV z%{|zd^VN=BT<_S8PA8Wa!#ElZX0yTgoFmmYqF-L3C9`-=MUSHSBzoR`Zjd`Ti|R(G zt*f}pcPMsR?VbGHi%B4^z5F{JAAWCh;g&~S`*^K7_PLJse)I`?-(VD<3mH1ND8F!tq5j9$n0@>h&?sz&6Ii$#^q=Jh%Vy;FTmEcgIFoh=*7m zFrH9{>tA%yGY_NMw(7~-^X~XfXZv(Ayd1qAbhpvpVFRvagW2}!*=)MqIoj@T*Yf3L z_mxt@X1_^$N_k)D__P*%6xDx*AKWL}I67*4@kO5W-i!!&KW$Df;_*qZJMW@r*M-0b zQD0Y(&q&#j88r@O@vsi=4Ca?Gc1td?IbTdQL9LjeH3ncUMJe07pKB(ujD9wTxK?7+ zoxOqeygWNI()DJ;k)6=(_Qx~(XKQzHBvxQt3mDxYLYl0%cFeexT8$kdKlh#SiI1-uAgC~$lrX(cV z(BnuVEyt1uz4yAXi(d1~aW8&P5+9CCu2C{YeVU9On8_$7tS-~0OK#35^sK&+5}C6p zsjPyOGZH_#>xXzcnH6`}GuZPk4W-lW_&lz+8pC)@O?f?eziF`nlzfs)J{cDzCkf7D zG>y;8gPQJi+PzZczwEv;Tc@SYIUs1JU*+H`UQP;f7-H7N%rMHH_E{|1qLdcTo2r}Q zogxvpImh$BKbtKsM+^R9v4lkuzQPoh?{lOJR>yN0vT%Wh+m4p4Yu6m5J#>a6nMtJwgp2)P$( zv=pZF%}g?_NLYri3-4)0lD_`de9QBdxxn;-L9*)_ohlY#n3<1Bi&f2~Qid#+-Uk-^hm1v+tS{ zYB{c6QM3(SOkrCs317MQZwGI{SxWI-WDqoE>FBlx@( zvBFs1yVh7xh*2VGnQA2T0j*@Mvn6q@mGsJ5j#2143`ks}5RO-ptk{UED zq>eUD(MQhX2x?EWdLf>tOd#tVgy(wl@wd(l|JI=FsdL7sW=06kxysKzH|hkc<(d^q zjjVveT(csnk=6LpcW0QJxscwy;9&LLx$9Po^!UYERuF|-HPo%i92QtVgOh|Pu}D-; zGcXu>X{2UQrZ73bHPQp9DNK!bMq1kHSD2Vy8mY70(|EA~=nuG{0@b<<9-OQ24OGrq4 zf|aN+DifRFP+6Mr`jsim;80s8<@KvG8p;md5{7b`<@KTa**lx|BbQX8lP#~Qs3J80 zEvZMPxk$Ve)O+pKnx`?zG$~_2^V#;w0+v<8hT(9EzabUf+bN}tTyes z_#)wp>*-K9;Ty@g;W%Cxp6QZ0jI?Q0%jh@US+^?0^>wep5Qg?KmQ-T}=^8<>JOFez?Cs-OYj zW{k?+;ULB&59=2kOO^jlWT{BEe1nHKUH|2HFh^67zB`{!2UsV@;w@H*tB-+&R*6yXN_i)HF`yvW*714;B0UztIo2Hw3v5C!Fx zq83Y8sFGecqMyF_v?gGIc;gFI9@f6y9{r*t1)3=`#U0k3W2t@CpG@cP$hA8gUcR?w zIr$tr4*phmcnJX>Zau~i3(hR}$J0UY#nlBRsXgt^w^2`Yj%OME$k1Izs+l53Dm_@B z)XY&pshP+|DLo@frD1{ulo6`NeVxRh^!Rdm);*0Q04n|N@Zu`VSF_{-au*6OqgPSP zUZN&O_0q%IPf{H)5*XC-!tfaDQ1keF+9ivHmA?pcKn&Wkb)L0)>YVu1iE6~Q4X%H z9nt6)Tf5Qh7h7#1WFcv`F;VSeI_X`W^6njhm&sns?8=(EpcM;sxHiJwrcrlp+!7_o!k$VK&632>UGmSwo z1`gi$AZ;@f77%GB%97Y>?!mV^k948Y@kRF(?i&}*Jf^%@z%{*_!&;8oG>u8E-Zhbu zo2D!wH%(-cyWdd+>v9c>Wo$AgIOUXElNt^9lrevD8)df%`E#^+P}*b7U(hUTTC;V_ zgrSO%d6iSk%%s+qC7iT2%`Bk2X=YlpX(YI(NmW@j6QL>mFW0DyleUn=Xbj{7K}G!- zTR&1CZ6QYi^$V%8bfaIemqyP>;@l+^hFC`GLK1`2S&V(Dw0&rS*o8a=#4e;NBUX`% zQTp{|?>wHL^ky=BB%GS|nfL3Tr zIS$mc1YddLaG)m*^q_XY-WNWS4^unPo(#Pso+zInR~JAtyiAxx*cK&D*aTIo9VmT5 zSrAt3KuPR3o1#4%S$SYL)rriW>$a_OX;SP`zPOxk)9#s*z+nm9Y=p#qptMq-tXaG=ia^F|8xAs_uv1g z_wN1950*Fc$%_}?{4Q>Jk{tK`5ppyZa#88@{EzP4`)j9@QL}r2V-w9^;R^Hac#Z=Z zl>DFI-yht&_lN2GVHf+DXK@d3X1wwBF(qoX9(8`Szq9uc8ujQ$$FyT;IvM}`eW&&K zNB`bO|KgO={Dc3h8AO$+uJzBF18WYfIk4uyngeSNtU0jez?uVV4y-w_=0J5E_#ISD z|M=$zFZ$Tmf}?xbae!r2Ky7b$nHbYf3L`MQ!gl_%dGs2`Sl?hWta5#)|CsGhn({~Y ze(;xn>45+Ia@yV7!%mm^;B9;@6o>#GXZ&ZU4g9D5u(ig25_f$tv&O#EYw|0oHU;y-gl@uQt<*!;71^5n_4*8+Z2MTGx6 z+@pOzw*5a3_Z~j%VE<2hzt!IBw0AnR|7Ulvv)=y`q9@W}I_?nwMd=vdIDQwsQwPW5 zVSI|sIOhwIO|W~EPNPuj&%SxG7u`>TFUmnfY*cMV$DA7nZ(if55VoRHIg|w-<0StJ z(XtnGFfcjicOUyuql*dloXL4Ugke*3bSZ`tO2Lj{kc()mi2s1SY0(%#AQ2)KM4e;T zugZJ>bv#6XS3VK=8X;u4cG<&9@#$j3dPN?DIi$i-qXfFcCRwUOoj1hC`$=^dIK6_C z2iSWAkhtBVUHG*9zj>c{I2c{vz!_13qft0>IYw+^_3Q$L(J9PXbkWn#BuoW8dq36B zW>+))5gSZt-@ioDCsQ1>Y|h`$n!^D^z*a|ybQ)h^FZwJRAg0J9$qaep04Yv)(;jeaaOUbLJJ+=ly*r;{i#7tb zfDII<3R=;bc6-E*&CQSN%tEe7rRN940OYD8^T+&PvpKsQ)i<~CKt4qqcp#CF>4a-W zuSt1HFKMS9>O?)*UW`+WvqRJlp^j%4lUYopAfz(?wNcint6*K5jrOLBAj6bUB!3~= zD4eU~=N+A(y)7B|6}E(vn2832bfw0mpCnnMwYj;SK1@Fu^$0sUlvqxJPUHFIbR4Pj z@875GnzCmabhIBoY9Z9(>-ZcYqshWR7dURTGAy6HpHJfv4gyQ(Age)H?#JUEZ@Wej z2(kPKMf4zi1h0x<2>P%ZXV?=;U5*4zk(1Mlx|)MOt&o@4WVL-y<=Dh`-AMbvINt%xJ!;3BG~ zqvLT;n%z5VQj)q#a#(+vP|4JG5L^d)?>C}ukE3{ZaX_St1L_mVglzvjdV|>AD7r6^ zw@~T{>jj;b=$*a9|H6$|hle$OQG12b_>%8z9hB7!H`MeLwp7-T!IVZrObBsqE?3M={p_>ZA&Q>%P;b&nfby>6fG}s`LD+1X; zS}ZB*)*l8J^`t2h-4kH}blVV=$Pn$Tru2Jdm^0i`2Suq8B0(tp@(9Q2r>_U-3R4Wp zc*jTMm4HR2lQ~Xm13S5N=E&9L zGQwdNodErec-@UI(31x=h^Xl9qJ_8_lHCCmhY(NjKQ3kHCeAaJN$n3H66ijSl873Q zq-PjE19`9Li6g%jZ!9k^>5r!|U1iy=Ga1wq_TBkxNK>N_AA(u?Ej9U6HTD-2%Zc{!Je=m29_XJ0|ZLX!9t=- zHI8fq4B$*BCu4-Sfxouec-85=V%KXJ&(hl*TAS30 z5s$q#bn%zUSY|8!q}^)NTD1pcz|?E%{Q5KN#3@D#*b%WbFlVESv?Fs@BU6&KlNj*g z?rZ=@7rH}34XHE6fOwjr5GEj|+{{)CNjTx8A2F>;)(@f@{uBDN2(!;bFxe;4bfP>n z_-#GM_?k3?g87mvYa3O=6%SV&OoUrTonB@RY;mb~;)i-N`(^w}%nsSHv=)r8%FjJ{ zeWi!`UsFR4qL;6@X!=6jkhs=7HgLj*b`Ibj{sx`__c&CH>mxX_y~I&TX;!Xc^Mt-JWqk4zdY!ibDAP<&hZFt66h4@8NVy^BqN#sh`z;KK(UQ z`I~K`t+p9$00W5Vv*e`7qKtv$KXEA-U&(W#8ZhEvYBYl@Ew&RUI6wy?xnQ2aX;lUu z6o?|F1c;{z(+}mu_rWRKGA>UmM+C0c5Tr((oP*D%&maS(r$9L6Q5V26!q-Z&Bl~YK*qm5|@zX3M4+(9yly% zFMLNkj_9Tlqx^+#$JK)CGz4;#Lp6z{=TxjFf(H(xAkIl$_~J?@s%HzzWTrTX-0`Ey zYnlqGh9H*q6(n~$q}vIk{p2mY>klvyBJm;{JH;?A@IVGV&ZqA%nZ0biYI5KD1Z+%v zbrL_9^>V9ic`p&7#Q~6Hx|Babln&*rTgph^qW>@*WFNHOzz=3IzV=SY**IZ$;4u2U zi(4i%)n;`Fe{GVNk`>2S}*a1ot6nSlBumJwKn*fw+y zR4f@yTDkLn0Iw30|P>sG>oMr<4TUxtKiW9#Me^oCLWrs~W0WVhq?v zRt3Ee(WYTTATOS5&)-cXxD+`>+?~48ZP60LII_b@WN&Rz2r8-@GDx%|l(Tf{ACuAmju9(b9 z_7pTRREA@kr8nA-AGc^&%sj$q^AMb*zQI~0GhGpt_9^r@&FTjw(Vb$#E^}h&i3>_I zQ7vnx9LQ!Na}^sH68Shq zT_3#GXWbRhB#9`*E|WwSW}CJfvlJtFjy zL+NMui?*^Y!F3NDrvq@UQ7qHJWE@7jZS@VbB;SP4Xsq-EIA4M^XH^I7U>(@n`V&%N zHZJ7u5mEs=ql->T5vGviI7`fGwjZd_!usk6RlR_uig(KEMCm#l4p2V{Qjya5!^!Je zJbepb7Qp2Xp%-lKps}2rx`P@aq)>x&HlN-13o~Za_h?@jr6@Qg0#ei>2U2XJt1321 z*H0MX$(?4@6%El_gzzPxc(YwYcy}h?M$e7K~Xn zJVk*NGRiF11F?sJf(cd@mF5t7fa5t#A^qi0h3H!nn@~(C@K%A9IH(oZmWB+5Heu$s zcqvvx5!uk}P_ZV`e7P&K(!jv06`AJC6$u+f%~WxMS0OXam@kxL)vrdQL^R12C1E>O zD@yX@ic%3jRx3+o$`z*Kg{)SX%9JZiMH^YIFqJ7+7%Lyyee{RC;)w-HbuLNGMlUOW z1b@kCXp$N?CoJCICPPi`F=t_?iF`VPAVrJrqiSf-X|pA13&Nm7URUh}C5g?Fm>?h( zuEnUNW+BR=5xn7Aj!v5`h-u+pI!ccVhjiL(Nn&BSD2|e2mIGbji}>;qm3*8fTU<&Q zhWTq0sB_uNRFQgCq_Mz4sK`Dm7M8aWTE}!`pcM-&G8D{7BXE*gu(d-P>2o|(Zza}} zduftBS6V7+a-!hoF-7FX#PA~+X@dVo!)TGKLK9?}aV&s!5xH?{@hhF1Yo}(`;F{9A zEA)$+@`Tu>vP4Qsb6~-|X~C_2v;Avjx_*!K=g`BDRBYX;({xXQcm>@Y7@A?x& z`XW1&-dlq;2?YUk)iNtvd!XX6Ra79f-4 zIn%;$g7gMdMVdkP5GS)nDN>M#?r=T6AkbswbPJel$l%a z$d%1mc=Z^QSh|AQR_yF@j2;Z*G6c}9*0C3>AUztr&PZd! z^G~KK1Wn99_USSx^&DAuW^JOFhpAGKI+KpQ_%z{q^1(Cd8|rTEq(1Hk3gpFIIAjGD zRzCDgTC1Vd($$n(L|-UMljL~ zlO%K}HP6BU;bte(G(O1&gd|istxzDqyDXk@t;rHR`=1eGwvY#uO^-&vIqq+K{PD*y zKiJ$95yHqD8i}jsaRktV|L)Mr23SE?7mP)DEE~crt9y1jvVhuc`Z5Q~0 zL6W}Pug^u5QmQ?b!Gh%WRW@W)vTnS-KUUv)oS1uPs`WBequc?CL6P`PbS_@?nl{eJ zl-#YF5~F#mFLX^VS5Af$M{=0Q;B=lG>cgXSF~tLHW;q_^o%~#YajjWqY=wf5L-f+~d_8zxzrrQAYF&p6Eb1o^l+sgPAkchKI6h+4 z8dj4XO-jhtnzrAW#S->!X@H&l6={~%=1b2rNAZQOcCoZwm&1RXAJCFvy#p@DDp(KO z9%+Z&1V$T7p!>jS6b7wWGNVZn8qYb6h65O}w7Zv?agme>_OK-TBF7$12&UWVKOvug zMq5*<|1vS?wgx?;G!02ve>JP#SWG4b6{Eiv7NZkn+K#;{7A-jARiAv*o;@QDLO=RR5r#0n_yX@q zr1sZGM|h2P*x&vPKX_04G75e6?1VHx3(k0Vbj0s;!;E)S9>3Mxmbd1RWp02ovjb6`g}#p(mF{)nF$+TUGUk5 z_CeHY{aN%A_`B`s`ByJwW3^Ufomzh{^1699HZP&TiZdudJ~^vNbVz$ObMM%QSl@`@ zIE-5Pd)hZ9*z~|w310kLUK%A`!OpQ>d>Zpf5MrvK14KGKB>N3E*FKtUwL9e9Mju6W zQV_GRQ1aePM6&2tX9e~kDHPU}c1T&hWGM~R78M2mMiaNJoLsA*2-GW>+U5-3#3SKZ z&0(~)&ugOE1=VhYa=#kNQNxAW@QxDCP^VHZ7E#_|t|45;0lk<(V~m zC(LTjX4Alon!OW7<*WA2q}e-W5;Y!70wG|MR`2yi zX+--U8d1B0U)bo;e)J(%R*IO=P%P{5e9}UE7lvi%;03`kMrQVQ;IwA(97<&Ob`s2n zPxBa=^s9X$F@M_Jnzr5HOT)8u>tfoE^01KhGQeemcXDpf?KwgDbpp0xYA8C_~#8_e9n2(fUg&F}h_&XJ*_Hd{W1%l&YRY3WA zw5ok-E({YxXjT6`tt80#jaEaiyV3P^D0DMj)TiXh&w_(Z(4lJ3%lEJHa@YBoZUQJI zG=_dme~re{15QgbL6zwN&i3aLl_P7Cvr=?TTH&7rvRi%-wjfL-U<*x95GB4D^XVW= zyftq$48szXWD)2K!>n8KO2hCfK})dmR)J#Ol6M+}R|I--M{F*lZ$b3xw!G9Zyh`+H z5rqrGtLu2HG_vX+y_;JzOH)lFxn3H~yD+&iSQi7?ZDF=*=6L!ow2A!cEyA3QyvO_s zh6Jx>3$Ji46Z@*L_Q7i&MmAj?w)2}+QL}LT_y%WRow8CLv^{ztmyuvE2lmq-@)$PQ zU~hzu-$4i_JVZXSMvIcca!HkyY<&+vRUA8JT?{9=?hSGwRx9KNl zq!Tk%PDD*x_VeP4FOQ?oo*x}YFTVIJ`t+;kM_<19@~h`ho*tLvM8PW)EUv)}w^CjTuU+l`~6#us0hJ+(LMqkAu|v?8)obC`TroFi6&tuzs5k1)-au@ZXJP2otzh?_QT=NF$%$Cy7kua%mzJnW?eVg+t*-K3_AAf7+X7@IE`*h*0K|Q#| zyW0C*MBXD3386*S89zY55??8Kl1tKGngaDND}>r-!SsZ+`2F&r(K^WPzK22B#34iD z$7q-F1!rO?Xf8701L6kL*$8~WU$I_BV#HC%rau0*JUL<{WRp{nhtkp!{vewkEze~z zJtKoS(wRP{AK;1cT=a#0Ti(%(1`3mZ!+L^W^2R8T<56&BTXdwz+z~IwzFP;G@dEP6 z3-HNBHz)I_+N7B@x2r4n{b*T%##d ztpUFmCWikCT7p>RD(VvAj2na|@rKGOkwn+8M5)lSrbwT^el@D+FR4bQx_&jvN-U{H zrCO<)Lai}GmX7sHNJtZ|M1@gVI?OMrEKPX*%AhBi;9O-InMry5>Wqf!pg(1`a+>A! zq5JV*JzMN-+L2tsN}X(ZO+^)@0f$PPb5rAyh9WAh=BDN&6QQWI9%W`$W1FD_#ux1u zE|Hc_mR756uAv7;(c(=mDOeJv#cI>8i!Tzs_?`}h6WWoC8;;|J;hHX~!$_M}wT%Ac za5fFMZdFLAC-*80VQ3#?NmV*oz7|8ySsR}CBTI@-(ydUo@?DmctWvE|uJ&`56s(i2 zP%<-JUsd!ihgwab>$<*yLW06l*cd>(=K)Pj8yp>z zBV%H<3iS*CNn`Sg;NUT4d9=R}-BnMjjFxY(TI>1|l^si+lpb+XrUR^MVWA0o9XW`O zW)J7r`q!j{vzIl_$rl*#mQ;WU|P#m<^8M`3W5gO|wcut|ZY!OD+7a zsG3~Hg?jjXrXr=7mTK^(sFH?mKyf^5Z3AGC4d@0>OgD7;y^#T98-(W zaZ6E)r7ToQuN%=%Uwn#N#8Q`ip~}PBx7(v%bfiETa&?MKafh|%h_#9f1*Y?NWcTPu zvn|WX=U5;8TXg*uBK>bY#*d}uALCNE7r2uINor43C>^>`E5jcdlrGxT!9~SF_{-au*6OqgPSP zUZN%@VeC&*9WW9Y)T*m(FeSuId)Nqp)AZBH2jDcL2^QPXt)Z`{h*KC(&y}tlWfe5R zNaN4|?SJOm@QV&wu`61%n967fTQ0g|2v#ZIsL!7re`YVFpaqL{6*hu8A*&7lQf{!V z9nt6)Tf5Qh7h7#1WFcv`F%d2goAfRbMjnk3e3|UE%&x4t3tF*IhifCu4wEX>FFLtK zm`SsZu(v@bZK@4s=At&3smj`rm4n&UO53o|;j)b=l7vhfwJ6NGirTSIO<_aQR%k~* zr%t#lPU>Dvk)^$+qn1-58mVJtjTbW&5WJYofnb?H)#8#8z(MP(_=vd<1bK%TmnYJvab~4s!OltMAa7u2PvV`0;kxA~p1kgulLmeg} zOR*RkV}hfpN|f8+vo)#FfKM?*VS5v~By+llhWt6&>Ll&4<}YZLHLcmYWx`NJ$h^v_ zWoA-q%Mwmnn`RbJ-ZV3<*)$Sdna~vemupnUNn1!_GzRjai&b#@+&tq;EaWJlej!zs zZuAQdcu3Dk;@l+^hFC`GLK1`28C~G|8pod&h+W82KLnkhcAz~OdPh7_K0&T7Kx=rJFo_^AN}R9>s#H5r`h>C|tlEK+*l*Ou3L9B@ z(8(y7J=d{S5w|IBpW-6uHwb*m@iEh+*i(6NIp3!JOt@uN3AD+(5-p*rAJk~~9SC@b zUlJJ)6PeFm&|S_dFj`Uwv?5Q1+|bN4+)9-al!#c)Jt%wk&V9LE{Kcmya6eBFNeNND z7#27=o%G`E=E*n7R?U+?mD_bso=^Z}T(x_?+HLT3|NH*#Zo&QUxLC5)!u{_%5BEEr z&fYHF|Gu-+X|L~p4{`tdy}$C;|LVQpy?5_f_cZ$IIQrWfu%l=9eh>dT_wN1vpW`pS z|NcL{ckg$8u$-zVFJ64}yN~YgN{)Mf4>|r|A=mHVyL$eIh_gtMxrZ?#r($0$A_oKM ziZ{MKraZ4d`WL74_vuIb8}xVmv*y5>18WYfIk4uyngeSNtU0jez?uVV4y-w_=0Fh# zXtGKF_~!>N=q4}R8w79)D{??-aGf`>=CK^P#?|M;_zYJ?<51-rOommi@AMzD{Yg{) z=-vP$5Qjr2G#TQvb{7k@WnJ?%n%qDgN^-gkJ5UBaUOd`kf>E0&Y}} z4YeH{-^hUe4H&R&0b+8v$kzuP$-jo-gHe-pp& zb&(lm{MY#PuiU%$H_|d*;I{P7#=t@Wcj9HM^{Dfs{Z6;r>F%|EbWEq3a6iV+-*;M% zfApUyjOwTV@xO#N-@Er0v&Vn`NB`}A_djj_!9V*OZ~pS1|L_0n+sFUIKmOGx|NejT z@BWW}XY2ns`DcIe`+xA0AOGRMar{5G|It7HFaMv}zw>wh@t<#g`NRM7zxa>-)BpZI z|A&V^n0)g0{^t9CvtR!Y{`CL)n}`4JZ~nFa?Em|>pZ%SG^1uAWzuLZ>pKU$*QF~{% z(|-8)5%9J3&zb{k4y-w_=D?Z*YYwbAu;##;18WYfIk4tHmIEgKvBrNCZ%Xl>1pPTZ z!zDczS6P0p`neqc={#)h?cHndJlt*Xw|DkBdxZbA_gZWGXH`C5C;i4BZ(q))+ph=X z?Rfk)y0}8Ds4+*OB;ey9V#wh>9&ALPVqX{?JR{YhvqHGIdNRBmjkhufG%P1GB(B@e zkvhMI?cVSBv>SyhL}{HPT$-1hW22hB9KY-!&iDQM`kMNynf^Gw9O2LkPQ#5a^drO` zzZgysX6rSyls?hxi{V_qKkZKElZ&h7=@bXcX3;7B-sfvr)r&~gf=C2sgY(5)XV}Vjs3n+?ZH##4@#lfCwe2#3qS21p$HxVGF`+C;+ z)!WAThXyu?y=_44h+Z7Wq`-gNl!az+X5ESn-HenZ*$9cUP(}|22ZwJ@zC8ZZr>)wn z4Qzs(@%hR6*IkJVf$DTJ1b{>u9c}KUb%=MwHZD&{;^J^sVv>$NA1d~8I{uXqg}tB> z!<8RXQ&nXzo_&4tb?f9Qwnm=(_$kqrtCzTt7LKcYdsuGUlAx1+UGB~(s^bP|j22brD z!0an?kC8);wnx2-X2c%3+(3fE=kfeq9QSdX9$Lv`40RJbwW z%BeRvJFAm0#1yMh<51!Qw?BrdZV)B(VN(Tj>fv%_7y!=B4g#u+DGnYzuJ3MlxRDerAE-{gc3MIyO`t1L z5<-AgXH!Y&XcAGH0lX3|6^Rf%0O>*~gheFs{V&|!!^5OqFI%rb7&MJs1MnL9HpQ5E zK@rQrcCb1Th6;;0yByWQPekRS8X5zsU$~>{0u~gq(3;*(V+7yjnSyl>ow>k%0l0jzzc4EY{Jrv z@|8zrV3Kto?dJ|IWe-8?myodzNN`wlqDxN1C8ZafUrOFDoLu75b=yz%p`l2hxQe3w zVZS-$3$t-x3C<4OnuGNCQG*T|$s?V&_8X;U{rrI^I{EV(xQrC6;qccrM3;zBnt2v_ zD4q84UW>avw5bgfkS#THU`C1eL5=69{idA8Az^Pm_~EZx2d%?S?>9ee$|0QkXk>fZ z>uo+DozTa2Bysk{j&h(MvX*Te#iwxQ<7jsIS`F&r1ES-I8R+aa+IyS#!5Mgl>C^pI z1Cv}ZXX9JCWeZ(8MwAQ+!mJLqOT+7E?dE;zLC8v6&`SPDs@GgKuGw^nv`#GA-Z|Q) z``P(dtG#`3{<`04HP3t9S(Bc(+B@y`qvrYab*G8rX6Lm=jB{k;_^@_yH6BcGdTFE7 zL1kJuHX?So)nrd`?=h24j7Ga&)>MyfD8cA6WyT#aF~SSCA2&JxEMUH)4K=38 z;D=+Koc=xyG*?$_h#+#rE4Unyryke&_2xmekp^Os9CQeWa*Z&Z)N#GrjrI<0ox31BXb{i!i*>QY<3B&6c;X0n+P}r~$ z{p4~?ld);^91}8nla#87>G6C}n%!>fw27FV7AAdHn8H#_2E>#wGU<%{e%cC(F3VFD8t%%L7L$bM;axw3FER31rkR4jXOlRaze(;8GtJ z)8>QP_Hq+bGrHCC^m#+2O%k;mW~rn*YCdHD@^yXG=EFm3G<#2@(I>mVEv=u$p;~$h zyV-7DKt5zeZ$;9BBFmeVaQ3rR>65t|^$dFoJ) z*rE|2?q0C9iaw8DPw58oBqJ3_gTaFRZIS)$JZAfAq}A!yX4mHPm3x9~vwNLE=eNh~ zF1M}@7IAG{4I8g+Ih?t_0ig*lCztgAKr?4Q{>$wBF!qr z+L8V3aAcR;Q$`(@tN^YJYPRpJMpVG@k=M!MZPKRgzZJGVo0S9yd z5b2`yU&>hIh2|1dCj0E)n$(>BTa%dce`^w|^t%cGSQ}JqIIYRQhwUe4G*DZs1_4a# zX>Ig%&8M|62j3R6eQVYgr~B42+~)h%tQ#d0ertwnI;D#uoH- zVdusDjV`Uc;&HRv>z!b!miC0gLyhEr1h4)jHmP8j;UR4WZGMd<-1t-6BNb!Q8FCLs zhu!zMU<%hzAy#@FOS!z~u;18eHIhx9)~r-BG9rZC5bLHh8VSt@wY}B|aUo;G1O@0l znI6_~TRYalk??#7nvt3|iArwJW~l}DOH8}(PKI=*d3N|>dKout<1H2OZqS?e53!#_ z)rAP^SEwCP-}~J|#2?0el|<(JYKS%7tu0W&+(ipO+UxGLJ{Vz(2ABczh~J3Ai+vTf zPkGC4^o%30A4>%G&o}~m^pf{8y!!b#ixYYvcy|amxW2uKT zVH4*FThA!X%N;E9c3!Es Date: Fri, 3 Mar 2023 14:45:40 -0500 Subject: [PATCH 14/25] Removed unused imports as well as made it user friendly and not based on specific 1979-1983 years --- diagnostics/TC_MSE/Binning_and_compositing.py | 46 ++++++++----------- 1 file changed, 19 insertions(+), 27 deletions(-) diff --git a/diagnostics/TC_MSE/Binning_and_compositing.py b/diagnostics/TC_MSE/Binning_and_compositing.py index 649d4f54b..ad5db7a60 100644 --- a/diagnostics/TC_MSE/Binning_and_compositing.py +++ b/diagnostics/TC_MSE/Binning_and_compositing.py @@ -1,11 +1,7 @@ #Import modules import os import numpy as np -import pandas as pd import xarray as xr -import matplotlib.pyplot as plt -from scipy import interpolate -import sys ########## BINNING/COMPOSITING MODEL DATA ############################################################# @@ -23,29 +19,25 @@ def boxavg(thing,lat,lon): lonres = np.float(os.getenv("lonres")) lats = np.arange(-5,5+latres,latres) lons = np.arange(-5,5+lonres,lonres) - -#Open up all the data files with model TC snapshots (regular and budget variables) -ds1979_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_1979.nc') -ds1980_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_1980.nc') -ds1981_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_1981.nc') -ds1982_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_1982.nc') -ds1983_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_1983.nc') - -ds1979_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_1979.nc') -ds1980_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_1980.nc') -ds1981_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_1981.nc') -ds1982_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_1982.nc') -ds1983_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_1983.nc') - -#Merge the budget and regular variable files by year -ds1979 = xr.merge([ds1979_reg,ds1979_budg]) -ds1980 = xr.merge([ds1980_reg,ds1980_budg]) -ds1981 = xr.merge([ds1981_reg,ds1981_budg]) -ds1982 = xr.merge([ds1982_reg,ds1982_budg]) -ds1983 = xr.merge([ds1983_reg,ds1983_budg]) - -#Concatenate the year files together so all variables are combined across all storms from 1979-1983 -data = xr.concat([ds1979,ds1980,ds1981,ds1982,ds1983], dim='numstorms') +#Gather the years that were inputted by user +FIRST_YR = np.int(os.getenv("FIRSTYR")) +LAST_YR = np.int(os.getenv("LASTYR")) +ds_all = [] + +for y in range(FIRST_YR,LAST_YR+1): + #Open all the yearly snapshot (budget and regular variable) files + ds_reg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Regular_Variables_'+str(y)+'.nc') + ds_budg = xr.open_dataset(os.environ['WK_DIR']+'/model/Model_Budget_Variables_'+str(y)+'.nc') + #Merge the budget and regular variable files by year + ds_merge = xr.merge([ds_reg,ds_budg]) + ds_reg.close() + ds_budg.close() + #Get all the merged files together so that once all are collected they can be concatenated + ds_all.append(ds_merge) + ds_merge.close() + +#Concatenate the year files together so all variables are combined across all storms +data = xr.concat(ds_all,dim='numstorms') #Get a list of the data variables in data to trim the data after lifetime maximum intensity (LMI) Model_vars = list(data.keys()) From 9a8c931908b49b56128545b3f78c73777318de85 Mon Sep 17 00:00:00 2001 From: jcstarr Date: Fri, 3 Mar 2023 14:47:46 -0500 Subject: [PATCH 15/25] Added a newline that QLcode requested at the end of the file --- diagnostics/TC_MSE/Plotting.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/diagnostics/TC_MSE/Plotting.py b/diagnostics/TC_MSE/Plotting.py index c2dbec459..ebe561765 100644 --- a/diagnostics/TC_MSE/Plotting.py +++ b/diagnostics/TC_MSE/Plotting.py @@ -16,4 +16,4 @@ # This will plot the scattering of non-normalized and normalized # box-averaged feedbacks and percent of storms intensifying from one # bin to the next. (1 plot file saved) -plot.BoxAvScatter() \ No newline at end of file +plot.BoxAvScatter() From ee9b8f717f6637b696534e684d87be40cbf7571d Mon Sep 17 00:00:00 2001 From: jcstarr Date: Fri, 3 Mar 2023 14:50:04 -0500 Subject: [PATCH 16/25] Removed unused imports, removed unnecessary variables, and added a newline at the end of the code --- diagnostics/TC_MSE/Plotting_Functions.py | 11 ++--------- 1 file changed, 2 insertions(+), 9 deletions(-) diff --git a/diagnostics/TC_MSE/Plotting_Functions.py b/diagnostics/TC_MSE/Plotting_Functions.py index 55622cc42..c0f3eaceb 100644 --- a/diagnostics/TC_MSE/Plotting_Functions.py +++ b/diagnostics/TC_MSE/Plotting_Functions.py @@ -1,11 +1,10 @@ #Import modules import os import numpy as np -import pandas as pd import xarray as xr import matplotlib.pyplot as plt from scipy import interpolate -import sys + #Input of the specific model's lat/lon resolution or grid spacing (degrees) and name of model being run modelname = str(os.getenv("modelname")) @@ -252,9 +251,6 @@ def azmean(xord,yord,data,xcen,ycen,r): nslice = 1000 # Number of theta slices #pre allocate the data - azmean = np.zeros(nr) - xcircle = np.zeros((nslice,nr)) - ycircle = np.zeros((nslice,nr)) datai=np.empty((nslice,nr)) #Create empty array for the second function # 360 degrees around the circle @@ -334,17 +330,14 @@ def AzmeanPlotting(): Reanalysis_var = 'hSEF_concat' model_var = 'hanom_SEFanom' title_var = "h'SEF'" - savenamevar = 'hSEF' elif(r == 2): Reanalysis_var = 'hSW_concat' model_var = 'hanom_SWanom' title_var = "h'SW'" - savenamevar = 'hSW' elif(r == 1): Reanalysis_var = 'hLW_concat' model_var = 'hanom_LWanom' title_var = "h'LW'" - savenamevar = 'hLW' #Take the different bin azmeans # az0 is 15-18 m/s bin Model_azmean0 = azmean(Modellons,Modellats,Model_mean_binned_data[model_var].sel(bin=16.5),0,0,Modelrr) @@ -949,4 +942,4 @@ def BoxAvScatter(): plt.suptitle('Scatter Plots of Percent of Storms Intensifying as Function of Box-Averaged Feedback', fontweight='bold', fontsize=35) plt.subplots_adjust(hspace=0.35,wspace=0.3) plt.savefig(os.environ['WK_DIR']+'/Scattered_Feedbacks.pdf') - plt.close() \ No newline at end of file + plt.close() From 52f093cfa59e8515dad252ee5e8323d8345a5b78 Mon Sep 17 00:00:00 2001 From: jcstarr Date: Fri, 3 Mar 2023 14:54:32 -0500 Subject: [PATCH 17/25] Adjusted the bit where it says 1979-1983 and made it generalized to whatever the input years the user gives --- diagnostics/TC_MSE/TC_MSE.html | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/diagnostics/TC_MSE/TC_MSE.html b/diagnostics/TC_MSE/TC_MSE.html index 4cedb507b..24bc7667e 100644 --- a/diagnostics/TC_MSE/TC_MSE.html +++ b/diagnostics/TC_MSE/TC_MSE.html @@ -3,7 +3,7 @@

This POD reads in model track data to create 10 degree by 10 degree snapshots around a tropical cyclone (TC) center. The snapshots are made for all storms between -the years of 1979 and 1983 and the column-integrated moist static energy (MSE) budget diabatic terms are calculated for in various ways (azimuthal mean, box-averaged +the years inputted by the user and the column-integrated moist static energy (MSE) budget diabatic terms are calculated for in various ways (azimuthal mean, box-averaged nromalized). Then, the snapshots are binned based on the maximum velocity at the time of the snapshot and composited by bin. The bin composites are then compared across 5 reanalysis datasets (CFSR, MERRA2, ERA-Interim, ERA-5, and JRA-55), which have already gone through the aforementioned procedure, by being plotted against each other in different ways shown below. @@ -24,4 +24,4 @@ Normalized and Non-Normalized Scattered Feedback Plots plot - \ No newline at end of file + From 373a0ae9a77cca9432a588f030468bf47f52aee9 Mon Sep 17 00:00:00 2001 From: jcstarr Date: Fri, 3 Mar 2023 14:59:14 -0500 Subject: [PATCH 18/25] Added the newline at the end of the file --- diagnostics/TC_MSE/TC_MSE_Driver.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/diagnostics/TC_MSE/TC_MSE_Driver.py b/diagnostics/TC_MSE/TC_MSE_Driver.py index 583062bb0..e3a4cef4f 100644 --- a/diagnostics/TC_MSE/TC_MSE_Driver.py +++ b/diagnostics/TC_MSE/TC_MSE_Driver.py @@ -31,4 +31,4 @@ print("==============================================") #Message noting that the framework has been completed -print("TC MSE POD has been completed successfully!") \ No newline at end of file +print("TC MSE POD has been completed successfully!") From 7dcf9018cd51e751c1fba5dded71f7043255f676 Mon Sep 17 00:00:00 2001 From: jcstarr Date: Fri, 3 Mar 2023 15:01:36 -0500 Subject: [PATCH 19/25] Removed unused imports, unused variables --- diagnostics/TC_MSE/TC_snapshot_MSE_calc.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/diagnostics/TC_MSE/TC_snapshot_MSE_calc.py b/diagnostics/TC_MSE/TC_snapshot_MSE_calc.py index 5c96f1c51..15bc25c98 100644 --- a/diagnostics/TC_MSE/TC_snapshot_MSE_calc.py +++ b/diagnostics/TC_MSE/TC_snapshot_MSE_calc.py @@ -3,9 +3,6 @@ import numpy as np import pandas as pd import xarray as xr -import matplotlib.pyplot as plt -from scipy import interpolate -import sys ######################## MATH FUNCTION(S) ############################################ def boxavg(thing,lat,lon): @@ -73,7 +70,7 @@ def ReadTrackData(trackdata,start_year,end_year): if(int(times[0]) < start_year and int(times[-1]) < start_year) or (\ int(times[0]) > end_year and int(times[-1]) > end_year): continue - second_part_flag = False + tracks_by_year[int(times[0])].append(storm) #Append list of storms to start year return df, tracks_by_year From 7018266274b1c70697e00ff05820d5471c9390c5 Mon Sep 17 00:00:00 2001 From: jcstarr Date: Fri, 3 Mar 2023 15:02:52 -0500 Subject: [PATCH 20/25] Fixed variance typo in line 44 --- diagnostics/TC_MSE/doc/TC_MSE.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/diagnostics/TC_MSE/doc/TC_MSE.rst b/diagnostics/TC_MSE/doc/TC_MSE.rst index 8680c2f11..9f057b92c 100644 --- a/diagnostics/TC_MSE/doc/TC_MSE.rst +++ b/diagnostics/TC_MSE/doc/TC_MSE.rst @@ -41,7 +41,7 @@ datasets (ERA-5, ERA-Interim, MERRA-2, CFSR, JRA-55) which have already been pro When and how each of the scripts are utilized in the driver script (TC_MSE_Driver.py) is as follows: -1. TC_snapshot_MSE_calc.py is called first to extract the data and compute the MSE varaince budget along the tracks of all the TCs. The resulting data is saved into a file for each year. +1. TC_snapshot_MSE_calc.py is called first to extract the data and compute the MSE variance budget along the tracks of all the TCs. The resulting data is saved into a file for each year. 2. Binning_and_compositing.py is called which takes all of the files that were created in step 1, concatenates them, and then bins as well as composites each of the snapshots and its variables by vmax. The budget variables are also box-averaged and normalized in this step as well. From 6966ad076cb174c84e74882631b3a1ef93827fbe Mon Sep 17 00:00:00 2001 From: jcstarr Date: Fri, 3 Mar 2023 15:03:56 -0500 Subject: [PATCH 21/25] Added a newline at the end of the file --- diagnostics/TC_MSE/settings.jsonc | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/diagnostics/TC_MSE/settings.jsonc b/diagnostics/TC_MSE/settings.jsonc index 12f06fdb3..adabb02e2 100644 --- a/diagnostics/TC_MSE/settings.jsonc +++ b/diagnostics/TC_MSE/settings.jsonc @@ -145,4 +145,5 @@ "dimensions": ["time","lat","lon"] } } - } \ No newline at end of file + } + \ No newline at end of file From d39b3ed75cfd5ca670ce7a6a2d475c566ddea9ed Mon Sep 17 00:00:00 2001 From: jcstarr Date: Fri, 3 Mar 2023 15:05:23 -0500 Subject: [PATCH 22/25] Added a newline at the end of the file --- src/config.jsonc | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/src/config.jsonc b/src/config.jsonc index afac281d7..b1c5d50dd 100644 --- a/src/config.jsonc +++ b/src/config.jsonc @@ -131,4 +131,5 @@ // Set to true for framework test. No external commands are run and no remote // data is copied. Implies test_mode. "dry_run": false - } \ No newline at end of file + } + \ No newline at end of file From 6157dbf2a2825992c896bddd73f81416dd590eaa Mon Sep 17 00:00:00 2001 From: jcstarr Date: Fri, 3 Mar 2023 15:50:17 -0500 Subject: [PATCH 23/25] Added a line above the example plot about the model data that is used in the example figure below the statement. --- diagnostics/TC_MSE/doc/TC_MSE.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/diagnostics/TC_MSE/doc/TC_MSE.rst b/diagnostics/TC_MSE/doc/TC_MSE.rst index 9f057b92c..428f0b95f 100644 --- a/diagnostics/TC_MSE/doc/TC_MSE.rst +++ b/diagnostics/TC_MSE/doc/TC_MSE.rst @@ -112,7 +112,7 @@ negative value of :math:`F'_{k}`. Therefore, in this scenario we would observe t In order to compare across TC snapshots of similar intensity, we bin the MSE variance and its diabatic feedbacks based on the maximum near surface wind speed of the TC (vmax). Wing et al. (2019) noted that if we composite based on time leading up to LMI, the strength of the feedbacks will vary in a given snapshot as the LMI and preceding vmax for each storm can be vastly different between any given storm, and across models or reanalyses. Therefore, by binning in 3 m/s bins we can compare the feedback representation at a given intensity across different mdels or between models and reanalyses. -The plots provided as part of this POD follow those from Wing et al. (2019) and Dirkes et al. (2022). The spatial composite panel plotting allows one to see a given model's spatial representation of the three diabatic feedback terms in comparison with 5 modern reanalyses, for one intensity bin. The azimuthal mean plots reduce the dimensionality and reveal how the feedbacks vary with radial distance from the TC center in each intensity bin. What can be noted is that as the distance from the TC center increases, all the feedbacks tend to approach zero which results from being too far from the influence of the TC. Further reducing the dimensionality, the box-averaged feedback intensity bin composites show how the average of the feedback over the entire TC-centered box depend on TC intensity, and for a given intensity, the model can becompared to the reanalyses. It can be noted that as a storm increases in intensity, the areas nearest the TC become warmer and moister, and thus the variance of column-integrated MSE increases. The three diabatic feedbacks also tend to increase with intensity. Error bars indicate the 5-95% confidence interval for the box-average feedback. The values are only plotted if there are at least two samples in that bin, though in practice more than 50 samples must be present for the error bars to be small. Thus, the first bin that is plotted is the 6 to 9 m/s bin but the models and reanalyses are best compared between intensities of 10 and 30 m/s. An example of this plot is shown below. +The plots provided as part of this POD follow those from Wing et al. (2019) and Dirkes et al. (2022). The spatial composite panel plotting allows one to see a given model's spatial representation of the three diabatic feedback terms in comparison with 5 modern reanalyses, for one intensity bin. The azimuthal mean plots reduce the dimensionality and reveal how the feedbacks vary with radial distance from the TC center in each intensity bin. What can be noted is that as the distance from the TC center increases, all the feedbacks tend to approach zero which results from being too far from the influence of the TC. Further reducing the dimensionality, the box-averaged feedback intensity bin composites show how the average of the feedback over the entire TC-centered box depend on TC intensity, and for a given intensity, the model can becompared to the reanalyses. It can be noted that as a storm increases in intensity, the areas nearest the TC become warmer and moister, and thus the variance of column-integrated MSE increases. The three diabatic feedbacks also tend to increase with intensity. Error bars indicate the 5-95% confidence interval for the box-average feedback. The values are only plotted if there are at least two samples in that bin, though in practice more than 50 samples must be present for the error bars to be small. Thus, the first bin that is plotted is the 6 to 9 m/s bin but the models and reanalyses are best compared between intensities of 10 and 30 m/s. An example of this plot is shown below where the CMIP6 GFDL CM4 AMIP simulation (doi:10.22033/ESGF/CMIP6.8494) is compared to the reanalyses. .. _my-figure-tag: From d0e2af8af1782d15354c20c2e06f13a091a5081a Mon Sep 17 00:00:00 2001 From: jcstarr Date: Fri, 10 Mar 2023 10:09:19 -0500 Subject: [PATCH 24/25] Added CMOR names to the variables. --- diagnostics/TC_MSE/doc/TC_MSE.rst | 24 ++++++++++++------------ 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/diagnostics/TC_MSE/doc/TC_MSE.rst b/diagnostics/TC_MSE/doc/TC_MSE.rst index 428f0b95f..d0067d562 100644 --- a/diagnostics/TC_MSE/doc/TC_MSE.rst +++ b/diagnostics/TC_MSE/doc/TC_MSE.rst @@ -63,21 +63,21 @@ The following 3-D (time-lat-lon) and 4-D (time-plev-lat-lon) variables are requi 3-D Variables: -Surface Downwelling Longwave Flux in Air, Units: W m-2, Frequency: 6-hourly -Surface Downwelling Shortwave Flux in Air, Units: W m-2, Frequency: 6-hourly -Surface Upwelling Longwave Flux in Air, Units: W m-2, Frequency: 6-hourly -Surface Upwelling Shortwave Flux in Air, Units: W m-2, Frequency: 6-hourly -Surface Upward Latent Heat Flux, Units: W m-2, Frequency: 6-hourly -Surface Upward Sensible Heat Flux, Units: W m-2, Frequency: 6-hourly -Top of Atmosphere Outgoing Longwave Flux, Units: W m-2, Frequency: 6-hourly -Top of Atmosphere Outgoing Shortwave Flux, Units: W m-2, Frequency: 6-hourly -Top of Atmosphere Incoming Shortwave Flux, Units: W m-2, Frequency: 6-hourly +Surface Downwelling Longwave Flux in Air (rlds), Units: W m-2, Frequency: 6-hourly +Surface Downwelling Shortwave Flux in Air (rsds), Units: W m-2, Frequency: 6-hourly +Surface Upwelling Longwave Flux in Air (rlus), Units: W m-2, Frequency: 6-hourly +Surface Upwelling Shortwave Flux in Air (rsus), Units: W m-2, Frequency: 6-hourly +Surface Upward Latent Heat Flux (hfls), Units: W m-2, Frequency: 6-hourly +Surface Upward Sensible Heat Flux (hfss), Units: W m-2, Frequency: 6-hourly +Top of Atmosphere Outgoing Longwave Flux (rlut), Units: W m-2, Frequency: 6-hourly +Top of Atmosphere Outgoing Shortwave Flux (rsut), Units: W m-2, Frequency: 6-hourly +Top of Atmosphere Incoming Shortwave Flux (rsdt), Units: W m-2, Frequency: 6-hourly 4-D Variables: -Air Temperature, Units: K, Frequency: 6-hourly instantaneous -Geopotential Height, Units: m, Frequency: 6-hourly instantaneous -Specific Humidity, Units: g g-1, Frequency: 6-hourly instantaneous +Air Temperature (ta), Units: K, Frequency: 6-hourly instantaneous +Geopotential Height (zg), Units: m, Frequency: 6-hourly instantaneous +Specific Humidity (hus), Units: g g-1, Frequency: 6-hourly instantaneous In order to have sufficient samples, we recommend enough years of data to have at least 100 TCs, which is typically 2-5 years of simulation time depending on the resolution of the model. From 53a344ed091697b20f14b348881bb7314a43904a Mon Sep 17 00:00:00 2001 From: jcstarr Date: Mon, 13 Mar 2023 11:00:57 -0400 Subject: [PATCH 25/25] remove config file from remote branch --- src/config.jsonc | 135 ----------------------------------------------- 1 file changed, 135 deletions(-) delete mode 100644 src/config.jsonc diff --git a/src/config.jsonc b/src/config.jsonc deleted file mode 100644 index b1c5d50dd..000000000 --- a/src/config.jsonc +++ /dev/null @@ -1,135 +0,0 @@ -// Configuration for MDTF-diagnostics driver script self-test. -// -// Copy this file and customize the settings as needed to run the framework on -// your own model output without repeating command-line options. Pass it to the -// framework at the end of the command line (positionally) or with the -// -f/--input-file flag. Any other explicit command line options will override -// what's listed here. -// -// All text to the right of an unquoted "//" is a comment and ignored, as well -// as blank lines (JSONC quasi-standard.) -{ - "case_list" : [ - // The cases below correspond to the different sample model data sets. Note - // that the MDTF package does not currently support analyzing multiple - // models in a single invocation. Comment out or delete the first entry and - // uncomment the second to run NOAA-GFDL-AM4 only for the MJO_prop_amp POD, - // and likewise for the SM_ET_coupling POD. - //{ - // "CASENAME" : "QBOi.EXP1.AMIP.001", - // "model" : "CESM", - // "convention" : "CESM", - // "FIRSTYR" : 1977, - // "LASTYR" : 1981, - // "pod_list": [ - // Optional: PODs to run for this model only (defaults to all) - // "Wheeler_Kiladis", - // "EOF_500hPa" - // "MJO_suite", - // "MJO_teleconnection" - //"convective_transition_diag" - //"precip_diurnal_cycle" - // ] - // } - //{ - // "CASENAME" : "GFDL.CM4.c96L32.am4g10r8", - // "model" : "AM4", - // "convention" : "GFDL", - // "FIRSTYR" : 1, - // "LASTYR" : 10, - // "pod_list" : ["MJO_prop_amp"] - //} - // { - // "CASENAME" : "Lmon_GISS-E2-H_historical_r1i1p1", - // "model" : "CMIP", - // "convention" : "CMIP", - // "FIRSTYR" : 1951, - // "LASTYR" : 2005, - // "pod_list" : ["SM_ET_coupling"] - // } - //{ - // "CASENAME" : "NCAR-CAM5.timeslice", - // "model" : "CESM", - // "convention" : "CMIP", - // "FIRSTYR" : 2000, - // "LASTYR" : 2004, - // "pod_list": ["example"] - // } - { - "CASENAME" : "GFDL.CM4.AMIP.1979010100-1983123123", - "model" : "AM4", - "convention" : "CMIP", - "FIRSTYR" : 1979, - "LASTYR" : 1983, - "pod_list" : ["TC_MSE"] - } - ], - // PATHS --------------------------------------------------------------------- - // Location of supporting data downloaded when the framework was installed. - - // If a relative path is given, it's resolved relative to the MDTF-diagnostics - // code directory. Environment variables (eg, $HOME) can be referenced with a - // "$" and will be expended to their current values when the framework runs. - - // Parent directory containing observational data used by individual PODs. - "OBS_DATA_ROOT": "/huracan/tank4/cornell/GCM/mdtf/inputdata/obs_data/", - - // Parent directory containing results from different models. - "MODEL_DATA_ROOT": "/huracan/tank4/cornell/GCM/mdtf/inputdata/model/", - - // Working directory. Defaults to OUTPUT_DIR if blank. - "WORKING_DIR": "../wkdir", - - // Directory to write output. The results of each run of the framework will be - // put in a subdirectory of this directory. - "OUTPUT_DIR": "../wkdir", - - // Location of the Anaconda/miniconda installation to use for managing - // dependencies (path returned by running `conda info --base`.) If empty, - // framework will attempt to determine location of system's conda installation. - "conda_root": "/home/conda", - - // Directory containing the framework-specific conda environments. This should - // be equal to the "--env_dir" flag passed to conda_env_setup.sh. If left - // blank, the framework will look for its environments in the system default - // location. - "conda_env_root": "/home/conda/envs", - - // SETTINGS ------------------------------------------------------------------ - // Any command-line option recognized by the mdtf script (type `mdtf --help`) - // can be set here, in the form "flag name": "desired setting". - - // Method used to fetch model data. - "data_manager": "Local_File", - - // Method used to manage dependencies. - "environment_manager": "Conda", - - // Settings affecting what output is generated: - - // Set to true to have PODs save postscript figures in addition to bitmaps. - "save_ps": true, - - // Set to true to have PODs save netCDF files of processed data. - "save_nc": true, - - // Set to true to save HTML and bitmap plots in a .tar file. - "make_variab_tar": false, - - // Set to true to overwrite results in OUTPUT_DIR; otherwise results saved - // under a unique name. - "overwrite": false, - - // Settings used in debugging: - - // Log verbosity level. - "verbose": 1, - - // Set to true for framework test. Data is fetched but PODs are not run. - "test_mode": false, - - // Set to true for framework test. No external commands are run and no remote - // data is copied. Implies test_mode. - "dry_run": false - } - \ No newline at end of file

j~KX6IAYCR*%RU z4|H$RLLoT8b`8+oS!?vVx!WEO=EKW=YZs_N&P~*hcEf3_zuP?7?d_I*7}otnI4o4_ z)qW7^f2n*#RXF9+KDkar0@5e&l&}Xu&jR-yc|Du|tyjaR{%qa}YyBu3RO~l^w1!MN z{v-tnB|!pcE?U2eejIfLX97zmC5N9b8<~_xonb3_jjo?xU3m=bM1x@t3#RCl@i5$N zcly)Uq4Iw;+qHn?!$lOfE(n&4_8TTJ3A#3jhT1r$+ybKdb_s1TY)dpD&8VUcO%6D) zCV|-TsbnNL=G>dswBNcMK;=`UXFWs`c3QJm6wW-}fXoCuOS2mht`!Br^*e7Z#7U?2 zY}5(gQe*~0pLZ-~8WI=d1HTw+_9G?GLaxomd{#-7MCD{j!g3}3A&K5XpNuB8FT&|K zs#He6QXPSu)Moh=vaYqL6{egjD)s6h9I-8zyEEc^k77lp5kzNKnpiDJL!0B|ZP0?(ey`_?mjpbP4h6m;PHxrr_SDZ?*EM2e&FH8TDF| zutE}p?+ajkaQYGfav1hYiu6{N0RB}#*uET%qpZd6^P_70NQmfv0Wyuwd1X6L{(8-_ zOh?oD5qh*j47Ju^P{FwKO0pMvOt%mXz318k{GIcT+{c|o**C&@{K~%ZfcIK&x&Q&q zi4T>Y%%%7u(v`2M8~2LVL?;jDgIRwvxS@>bI259=L6Lgkv(^)! zBuWm6e~wiE*uZ&HD)=1XoP{^&u6dvp^A}#X)z^BrUG8zwFi^M$0J+Z2wM+NtVn37bF6-CFRAG9*=TLgN9V;pwxzVc0j^D~$5Pk35{-mtJwwiw$HQZYlezSG=9Yu;|!IV_AbK z#n5noVZf#EIMMPr$wN?{d?oKG<4do!9En<3T;6)+kwAH2X}t5w_QvzYl<=ij+WV52 znbpP+HLr@=8Xcq~=gDH-?PD}=@>fm7aj&@m#k8SzPe;$jqoL(li~v@76Ytt1=!|v{A~eZXSeGS1oCg zwAR%MG`84kOp6d1<-Y=tDfJF$3XL%{N4x`?Vxz2gt6}B|f%nB4M=Q8!i^c7;n#q#` z4>WBg@y{$%fLbU9YZagczo_$BPuB3OfYV*zv}-}F>e**2IOCO#QLUoiGwO<=Py?_y z3a>Nl{JsK}EtbXN^|P}f@WI&vD?qz)Yrr;k!wSfz)EaQDjj;l-Ew%<^VfqIjd?0^c zPW!VkaL(UKYrwsd8?zD830e_+q%;cxu?x0oueSp1Ikr1jl5DSrgY2*Sqb?)5LUlv; z)dStv9TYfNaqlDz|5d2TG`Zfs3$?xH_w1 zJzB-muquWQ0QKS1#jM;K^g}FlcufWexcnWDyq1?_db9ZFqy7v{MfuijHtl0y37b9G zRSH|}o@0;HxAIqG!RWj!HOpL6mHCR5qDk29U-jF%OQoAV>1tf*T#Q=7Fs`Zvoe<_A zkavqPWGbdm$a}?M#4!g0-YkNjs+59`w+h=zWDfAd9(t$Up2J-MCp2`Usu&1FYdW5T z_pF-_C54RztHCeMo|biutVU`I<#GAt?(o-51?ZPZfIBX~$n2o!Rk`>GTav$Q4d&>v z!oZU=Vr2Ny?Jc{~or}Cjflo~o&FQe5jk)f3ju4#61vtI%GH5QQS z7g|cHHcgkn%P2Kdy)ELAdTNg0!IKc@12LTSAupge1$-&N#wRD1p{2%*%;WOUVlnUv zc;w2C?TCw|usdy0OAW{HykiVQR@*^{J?O3#ajFiBWdZRXq9UYQYtzDwssD8o^zSR@ z(xtp6h#DWYLyq8Vb3Qr!FdxQ(7Nk)vZUpCAkr?@9%-Otl1jAqN><7`WcN$7bs%Ww? zL3uJAcjj%`+gBGWwX=FZa%(SWMhZvaR`{bO*&CTw_(hYg$Zv$M(M%)!%8MG|ms;A0 zWKa0xY-uA>qb=ErMSY=*Kie5Tu0;(=p;_FLxEa>6&q&m8H&W#35=r9A!`9pWa6W`l z0r|ny92#YuuC##Sbg?27>yjZu?+G+Z7#f=WG9Jax%@(aT&M&xtO21GpjTUNfI%&0G zu?ckHGAoZqtI3Va_~hEn)0p148?qdh|aPUw0hPK?{!I zMcSO)`U_f>TQv+vWpU-ZsB%e%l1g&YoVt)Vr8W!%n{|>+Os7xD)Qq!r=s8FMcy^ z9UNfkIqSa(FP=PkS)1IfO-mg=4-XFR)$7fJy@&jZpXR>)Z5;0H?bYu!_V=2HDAs5; z@8Jk7ZW6c`)Yryziwbj??9(8)*Mf%VE~($?w+4{&B_+O%sei|LI!67!Iz@ zvOXMy?HRo_(3nt_)-l45m>F35XP-SeI0&}luvPW`KttDpQ>l)X(d7+%KZuA0AlAXh z&;dA8F*~ET#yMZMpn!wP7#cvGEQq->gtQn20x0m(fZi5d0@GOwzMm1oXA$QMs=8P{ zo4Q+<;Q&#(;-v5COZWgK$p*2SyF?%d~aNp_^cl0qYRUy}?a@iq zq1Cp?#Qt!CuzFH5xuGL$Gzsjp2}q!8ED9za`%HJ(`0VY}K8tQ5`w@zl+Heb@*(S=E ztYdVpgb<^l*B~BE8VhfwX}W!}Wk;?nd>o`>TV+t&A-;=xzX1!zQ+UB@v$wOF^eTKM zz-+^AW<7LY6}+jUZ%p)&^$I?14che4gjhyK2#99bqD-ILJJ(^q+vDn3#0R0+Eo|hA z;S$!mwQA72K$ylcUg8fzdr(pLEuRT9Tcg<#;*HpWcoPgURN=W(m*Zs^Fxqh1ZxcM& zV5E{Oa=s8GmO>ZcexecEN)}vx_bYw6EAQ7IG`8WI?DpGm@!bIOBt$Sn(4PUatBj6^ zdk?<%5RvAX;wf%YU2v6x>#hmj1REGz1Mz6$OcB|!y?wtTEEG(pygVQSVA@nr`Mx~Z zu0`` zB~%}*vK5XxVw3v7As5%2FY5D5A85Va61C2z;hsU$mn)mGlU%M&abR{5f{gdngi4 zk6(;OVU_OS=s4#l==1W`pw;Cb`+Ru8Aar=qClS7P=ELC){$dF8H@D{DatI@F##eej zZ*7;WIq=kkmbGwD!73W16jT!*#KNtX)sn??n6Fi}TCuYaW=?SiL%mCI@Pms$4JCi4VeyX$Fk!gZ!lFaFug$9 z07JGVWPVy zsko+SSTipqDjoI*=n}dW(JeRwgrZlNg8>{v-cI}?H-;U2 z<#EtDKrwy6A$lE_VJ&=4sWY<;qz_{n{gPY_kbOTEG8xr5;+;D-A>!8W0wxgmKjtGW8Pw#jcH-1t{M}aI*+qgGx!Y+Sl~f&z;H_x zzqZw(Zd98OA3okb0xqG&friR(Qy_l$-fxSx5_q=z1Msbk6^`*7!74Xf@|_6N zBs5_>!OK@pNXN(WQNxX6l-SAmEv62OnF4O{VX~GgLZrUn0Y$|CTf~hAGsBw3SdFaF zlUxn3gG4@HlEmZedOUqCW`+kpHLwKjHu~JgVw&|LpA)PlLZ$`}kksTLo!r<$l_a1< zWkzet&<@6zTtn6M{zW~pd!avIWb`{i08hdQ^7Hzu znhc*Gfsf7{XaDQ#okq@kJ>jBrybtBa*f}-!cn*yCEry8DK^0(419=dI_}aOkJ#is3 z{&Db8Yk=X#lAzj0hvPdwnH+goqo_9oR!1*{TLRULX{c=!QHKStx`}kkdI9o}U=pwl zu?9R9rpk(o_9@q`91_e8Muc{(#G)tU`D*IiC+$@Y_9GBgq!N2sze^{DSlw6}(dja_ zInMAIi&e(jNa%_PK2GV`4tFLEyHHt_OM~g;r6kzVCFF^|A{7V}rh7$LRW)eI7_g82 zCJa9uf`Jl2f601!c0JbU9@;%Jo?1F?(GpMpiA_necXk*9L|n4m3$GAL(}xKt;X%)^ zT&MYi9t9k@^_Bgt?ihG`tt|q$AmzuH3Vei^iTG9x^w%K=NsyXI^pu=~VLJ$gG10;I z5KlsP_R0C`)cu1Ml`drv;R1GnL^4UZFCqcXOUIjW94w+^Ytf5$cuwa_(v8n`Msgc~ z4AmJI3-A3Zem%tcMMtr$v_$^3W2}*2CteXYh=d&iW3hpqUT2$)90G~Rq3%COmkNp! z<~Ye0z_(IX<%>B2OeO)oVdv_LX(%(IK*O$y#=2e2N9sF-w7{0qQI5&LdSw(5u2stmb&O3rDLZmde)U5!KL}So%_z00ZP%;Rh0&b_v}h)Fpta>7RJO zV7D7sCKAZk6o(?*U{q$;Fbcb}0z+~2yXs>{k|Miit_3dOc_63KzqDIB#&e{F822w^ zGVmW0AgaJ&ca8BLG9QEZup-@9mQl{(*{HvDK2^uS5~W7`k#f*3!C*92R7a!MJTRVE z53Ud*bkI3uzJVC`O(}J!R&kQkIgyjHgNBF@?CkuQ5-Yld1{{44P%HbIX2_m>#aSug zif3@1C&k_zcyLEM6qmX^4fBj03FtN&0e-xw&*S?sjUS9Jqj35Lu2#4rKY(C}c7w=D zZH@;sAt+FfbkUYAoYPHu5!jkXhsr2J!7&Ml{SXuTs5lW zQ$WTCG1dba*UNx}l43JOH>^iyTrmq&PROlCqwdmYK?*jSYoGRTK`L8!Vdy zB(%sc8+lTML$+)ZlIl?bC6OOK9LR#CE6Mh#){`npa4}(+=WhYf*2;%zqEFVOae;;~ z(JE^K%jyU#V>a4lO@NCOg>cdf2J!*t4oI(jhKJ^@#t#*TrsXrx;;yC@1v^hDq7@Tj z<`>@)47g>c3fIHBz(~2@0@`tAJ4*$PD_CpPL{-5QpFy=R%El5BlPV`ND6WCM@H|h{ zm;XO|Z}a5FlH`eT#%yhE%4B1!!>*au#@ez8y#UUZa9e}GPV(N)(qliBF^^Z3Y&%mk1C ztN1lQ_hSK>5gr~M9_}6<9v<6&)}rg@NCGChdbBT0FBf6{$nrt?EX2!4qvEPFgb_tK z6rPq3SNu)A@hirYL=31^mi9!6`!4E(r?I7$)UX+_Sk)_jqzr>^jBY<;m7FX814(3j zOBh^ubm`O;QYE}sEKA_BIz{2L3C5w1o!pqSha;|=A^#(XhLu0Y|c8H}rcIwC2#$hp1*B_6ESdtS3euQ*ti_8Dh%{Zk;I0r~n1y5U}gF5H+!&nf-tRZT*S(oj03xwimjn zsOd;i?35;oV#Vsfv%I6-lOU;%Ls6Z>=9}6XRC&LCJUur4Jli@|jsr8XgOPwORb)RH zt61g}OM}}FdLsvJY^T}uEkwDGkNDOz*60QxnEeVwr9f;i!@T6~3rnl1 zrp+S$m}q)(n#wSuEL%_ST93L{bptW`@T$ zx|pVZQXvKQq!@Q3aG*|Yhe@k;Q(f#&Ph7MZB`}-OMsRd&LllTc z^y9di&5K+c5h09f;NC2p8_IRg=qm<1v^qnsAkSOm3+x!d6C!R4%A5cZ9CRCPb7^bb zAr1|Yd`u)rJYORNx>Q=qIT<8Xlvf|ooY=(rTqXGfbf~q*CV3zLgjNE9vXscqu#`08mI6A$rAJb}Ie{YO z@ASlhXi`Byt9P~(3IQi zSiVvtVh|*ZQ!yH065`~*WwISSFI*#IpWfu5_(l74k+MAN!a*$=Qt=gg*w~R0Gn55I zmNVSW1xu__I*^Y3k~oWpBL#YrII1KK=Cr;WIP$mj9zE$5s-S|}5^E#Okr8!6c#%N_ zra+~R2CmpY;}Qy;mzqw;;WkOZtQ}d8k=5xGNh$VSf;>`iCjJes2m*$pa`p-`n6wT) z{jdy2+5B`Tws{Ib=IiR@plzbu|J)+M!3mwjz)bP$5F=tu{*5CYDI%i@JGjja0cVM@9>^On*RFa1h3JL^tZfD z4)0}sZfMEBPoFl(0cPNw22W1po#~kKj_~BIp|lP-iLW>}N;N?t;0X?Fr#kb8Z#ajj=qq46M&;)t{l>{O&5q%U>6<`vI=-Z>mb`Dg z0;yEwKd#(}Hb=nOn#0BSv}u($%{400U;~F*a?f8p{O#i(emwR5;o-f00664pC+xQZ&h|iIGT=xQR01XhHVIMk|!aw=h~+o4bY4QcY(XEfk$GTA6`V zsnxK)OpreDAfeL|CBo5yc8iae)p@rtT3MUBh0#(?XBsUOoiSROfxzhoAPK@J9+@i< zrc<1J)}XqDnU%GAW<|qBmj6|!nn&kE5XjuUx9 zP?e&W!N;izEpk$(j0?L5RI7rt*d9w`y#*9M5!%4IASA~v7U;z0c2!0tb!bu+ys712 zk?SGEx6v0|y0r1~hepFQH9_O|(sD{FYig^ax;8*G7 z^wo<;pTB(5h?@zr3g(|?f@s7!N%YqW&wZ+Ku+q-3ulc*gP=j4kOS1{QOCRcIFOOe- zwz^DXK4Yx2q5kOxo6}bhwvb;9HokJO)%d24SL#Evim@KqIddDbBQm$~tMucSF}F41 zX1rIy{L>7#Mx4W~zjAJy?ifqP%xUvC^FV`VQp>UdVJ$II@hdve*`~)QvQjnXGe$Za z>Yr|?L31Z1rsDGM~ zRwi2k_Mn<%7-ij;l_qp#lxG=bgdZAZ_!S-H&w0_Q5uY*0nK1t}W2_OE*=&ff#u?+V z168u98R=Cp|1=}55f_Wh5FZwq?#@y(+O88x z3AIk-w^S94Wha`{R=!%-%`9uzfRs17EWhEC3fn$38^P5>@7WJ8Bb&iuY1m@M?(mVt zA(HjMJm%k=O0h5;@ht42_a|&A^B6b7c+2JY2xO5!rb;luN$0V5;h*zQpO+pdS|K?2 z1tqzKb^gU1gYHZ5|6%93Jlkogu5?Yytj6ZN`K{S7X~sa)4T-j}ughZ}Q3s{Pu{!%z zE!{;)6vEvEI6*M>(cOew*!X6X{4CslPI!rdUW%7kL7TyGd^u}3*;EYs4=-M#|2Mv? zY?@VGTC|thOAho_>c5rqb}g35`$R0H1tdU>7Pqix8=-}2FEcGrd?i}MV|y}C0;YeQ z5;wme8li-0FEb@j{6i>Vt-LIhNbXK8QdW&RC}3ef#S<@1{kbeXg9Sf;uBi8nO8b{M(Z5>%hWnI)c>zS>)a46z5=atLzMUmw9ZXY z;%m@4H$;n@)H<`Yf$}Kk#B+vd)uLBH7#aL(74CE2p#I1fTKV;^T5hWUUxWU*DO!B_ z`s1c3@#X7}8>7Tmpg(Sk7B{RvX6OU%z#y~}KEPz+EpCLT#8~TOO37mdT$_aO^tVL1 zub5hj{lq>85-9PqG}-Zz*m8Xf0gv(%sLt4=uNYE$R(PeuR++%s%X$^NG0`8FsJxeD?13Y@Z=vNVgam_%4o9$N(&AGNB|IN`DDiFS z0|p;uC{yRA^4P4y^;3z1JeFbrKp4+@Z^Amhm~j11IZ0q*he1O;WV`fXgHJb6H15!L zUtZY$ryg@g#DZ|#Zgs~zTg2+89dt%seWBs|pK{!>h>Xm2{EEh;XNqk6bi=N3=dkOq zUrHGNrylWerpHG7bD!xPXFb#PS2N`7(o$ie=7^3Bd%4wc{!cpMh?_=^yG6F=qkKh1bP_st%LrToZU9;GcvztMSa6(MkQ#DT&@t_|0zdY zV{c5iRk4Sw=T==5sY^4ByI5{!5Mp8esr5cVOuzB5nZGLCVJdbpPnvSP&2^>e9XX~O z^qAcZE=MLER96$47R8wt3sRH}v2Ywg?y;eux#G)@ki=xZ# z>P$uU@=D?_QC=4J*~_clwCv@T?{JQZdKTYwB-!><4GB$+uL$}I&;Av0sZi?tGC+~O&j z<>@h(MX&~5h9D^ZAq26O^vp2|B?pXlU>2P->8bgaC&AyJO=s7^ixKP%w>@k^pkth z1Z5#VGn5gM2EaEmM;U!WU9`W}MOZObvyovg7kzEIC>u%Ui5e_^mRTBn-fN|sV3Ds& z7kxN`d~LcY8%5?ykyUh&Qa*BW64*t0sj(Hz*>{7BQf~u0-&N9yv7cMZALoT{>P0x%IUAoT6Qt&yhvr>nQL<^~~ z!ZK^#so4k><}&41rrI)+WafB$ZOg2T^q9*cUzKXhNRW99@|CH!j1-y6A}gr28ApF8 z6jO<>PqD!2T%QR_Isf#zp9$i)rVnf^oIzq;644B)EU`Wrq;5)1VFyeTL&#eVyO}Yj z%BuLxF7Wu2QB<&T*C&HI{`w-185en^%Qw3dXp>9MN%RjNOEk>TJ!6qQH1iW(`J=Hn zVTP+>|7pSu73Cpw*QbK~LKhqP4RUT#zD-9+)0?jOIp$&HIDSP>f_?6h;~IH0=;(*J z!9|}H5Q`_hGa{x(%gt_UuSe$h`c%;8HoM`hB)5v? z7LK@n8mjPA$?yqI2D$MlxsE^fxf^#SUzmP~ihVHgg2`~?ZuUKSg+3DFEvB$=`g6)x zykcaF2WZ?^4`HZsbnCdn6}>4!v=HyE7d(aSiA8q&av~ z-EIwg)Bbt4xjpuqgJ$nK=my(=8aM0p?f$Us_r`v(T|L>pXyIDiQRlkaFNIrwJadEu zvB+H2;MYnu8T-GHdvc>qo3Q&#P20(C?YEoge|Ql@CM4o(h8sb_-oUU73P$AJ3J1FyF+D0A2!?WWjr*moo@NHonZ`C0bvcpZfy&lFq=(Z`42mZJ} z3?^Q0I2?JyxBi&YdE5`={-h!9P*V3AYaSvC#o!qh>UbC9Vc*k2)%7Oia1+xN*y^G? z@WDPqfS0%r>V%yWss&ha0TCx~r-9C>i2xCtpjb&QTa#H;6JNJNAJ0LFcLj(%P`(DRDcPp_9Dx#$>mk>B^)tyX1d}=&py*4Mt4TW!T zLlrR`gUfiSgtIE9Z+n=S{buk6BRIXdaQfX2di@l{S5bnKUafLaD(^!Bp}kUg;Y;OU zzg)V4)Y#eI*{{_}O_vUW0x>B)IevCxuWX*TGgRKpffhGMu;|SJw zh67;aqT=sKr#UgX5*-o)OBWo5vf|~;^st@C2(H_HXCPu1`7sQqcjTO2-=!&w>3)R8 z_`og3n%zJlXdolAB%c*xB~dwAlCWl!49HSA4*cF94}(HsfJTY~U=ut3%(RhBDjAbD zvgZ%jmGj}dw5?zkA0~{9bxB-J3e~vqI5~XIe34Y!f*s zRZoi~yK2j#u*r0sv1ed|^#1qyie5xrMjMGr$zc{+oPi83^T?q2(4t|taAhS%9 zVK`WU3`0!@R<>kxilw) zz8Cb*n#JL3#c~5&P>A(Op;|^p)q&Qy_%^|cd7Tej64+Ik%_OJ(frv z_uZ*1pX^)wjJ@Z|D}4RReJe{g`}Rrft%E(NRY1w0(;WE)qR1Nz?Ss=->UP9AMLG*h zpnbU!aSjmnFC`tVA}#(sJ1mwDrGEE4(9{y=wc&jE>vYTcfz$q%AQz+*z7$|3V`|}t zXmW}!r|{`3r}XKo`Nf~O#h)xFj*hzEA3jRJca1CuIkHR#D{7F$d9K)n|E9bnt6-&` zd?Rdvf0Az;;2m0p((sl?Qo1jL=3D=)d>Bz27%KUtMyVJSC!AUCZJyAyovby%js0nF z(jE1#$pT7_3Q{n}Vh`N0boc{59LzD$s$ZbZ76=sYnR=fU$r(VL7Qrj3MbLc96V6F_ zpS8sqKpcoPI-DXy8z3!rhxUP>l76`UU}EUW!7z(&y$kxo;9xJ8*ommUsMN&|;jX=sZU`0>*B z!1r9bE9_-44!kabIe|MZoW9CT@mEg8Cz&fgaVuivGB^3~k<%vJcv-8Ws8baoOIfR; zs8iMX(aBD*Z1O@)@0bnN$xhvDt*9v#z7^Glt}XW=yfgEzN33 zE1(7K=u#ihOeX1}_0$J6lTChfRuUi%6F5JNUATaXrdZfNBXb=-a6l_-asgmfCQCClqr^M#Tn*Mazr3Ml!0hM>QBuqV*J)N-jh3r3vU~zTZCN!nBArcoC~&Y+@=vUHGP9 z)HZuvAFDj>Y+|~aMU~U@oTxX`{&djA4l2txCzEmadM8#M;@;=g# zX3Ugk@Mcycu}ZNf@HWzbVbGKob~_lXR%;4J4R(a!xK$Dd{Lvf_rx*&>RiNTfVomaO z(fje`gS_$OnCz4A*%JhDdJ#yIvrm$TfPU6N~hTyT}SEaLY{$c4EQ{JHO68k8f5e=J<5L{ z@_m+4*$HZ2VH^2J8@Orx@cMt)+VO%v zY*iE@v7*t=c=^$I*q-7hJak6+mnpB+>MFJNj9$dr$l3{a!h{U&;bR68NHn$J42^a0etdUR-B{LLmTeJERYi4Fg!d@6dKfzA@?Lf61 zFA>E(-*3L__NRT=7+@Y~YF|s^c%>N#$BSh^SS=tD=$=5f_`XKjE#n{z#UYU+s&8(= z8A!T?q9~S2b=Y>7o&oBej+!lIRUv(a#;iLWEXFo0<6>(9T|#ujl5@}v3%Tg-RyD!~ zu7j~c*;(Ms$2_&D(}4%#^bdnnXwNZ%O7$nT{)}#=mUVl#XfQMgwXVw4Gq-4J&nzWV zyXFFz-!-?a+cgf{6Wdgj&D5Z2|6ih05hE>D#OVx7MhukK@nPPFHd?I44D4g2qIerC zjn6pZG9|PRaUQC%A`Ys7kKnxXo*zdxR%ZsXu~PGp)#yS?pHJJDK7!B!wS1(XI`Aij zKj%+htC6=; zAb)7Ta@`fag1^JOQrv`BTr1@d&59|}kXpkW+NBO^aLsY3mnHZq3x`9qXyAkVp;%w| zN*gABXe=4NBTckTkZ21|GrY7!qHl|ZEt$Yd`9sZ5fQ7-zAL}b1D#|f`KbVXQt?77-SFbqQJ`s4cPUK(b#WyFU8-|XyL@ecB#>7_F9d8;5U4ngD8!z zGl5GjRK{m_XXj42T&>sk>iCOKmB0DH!HIJDPGzUIw_B}NcgwqX%HW)x+8wW)3hjm; z;$jW>VZ1v{NUzH|u-n~c4_rH^#FzQ%U;Vp(edjOl+u%^IQ zO@Y5a@A#j5e({p&;c?;)Q2^NLgzM{#Y~5lx$@9&(a)?$-~nJFCIT<#s%+(N8Y2yPad9nkDmb%dNm#J8(R+^ zoxW)Nnn@4ZjR(X2Xc!=xEod<8tTBKG{1J9{&v^n9o^iMI>C2OczddaXFB-odzB_(< zsY*P2aa_+1FIsvgyvNU8E(I}CJ{{)wz;OvAo#N>bpFVu?;<%a}OSgPF%-~|uyJ%dz zYkd3YizdLG-E8WVda#3kqjw=|GL#CmaG?BbQn9U|UFx>ax>Eq|S9zl2j z;T_|r7hw0Edr@!!3U`r9$&~|)waS4q9c*k#;5V6z^6t=s$8gkz``c?>x3EuzKt%=< zYF1~O3qo1YS^?oFZ@ZF41woKgWYoC!z8`i5-fzZmaxw%GyiQy-+ovLiS&3jAyc$P? zC<8+W!DH-SAkz|~c5p%^U`O?&g~R%CfaD&CJwjAvof8ogmYI!A1_MPB{6-4{Ot;~L z;g&iCQzkLmM=E4BXRnyh>5^eg661vapcmygt89$vf6 zEI0H(^Vm|+d)CE~^VY>B!aPgf1MG?Prg*1VPz6bCMIyf_{v;C$X)|tKMX8R=J0lVg zp|8a->a#QLgH0yDfbmI}{%|zpUNv?bumjw^?5KPb%*6vK97x=3&wuMfiUJ5WM}>>k z2ub+u#dOdzvfJ#!$~k1U-5MtFDS_{a5mH)x6B4q4d(2&8YC4X9UK4E^Iw>0a6K)um zK>8-<6FVKU*~Oa|B}sY&f@8ZOEC9r@eJwB5nGw#p zmk)x-(1%nIrNyzu{ss1EHS3U3upQcMa^|WHc+Narf&PyFAnFF;K0Hv4@;bnkxJYxD zSZJ)|ovPudJu8i%z7uUt<5tBabIUjU6`>&OK{JCF2L4q8hrWSR5aowdUNAhMc*2an z7947@TWEyRgkoYQmleS+eWV=oe6Y;K5gwN>>BeIEx)tB89zIevNUo&NCSiw6%+H#R~ZQ4&HV zu)?Z6>>gGS;8)(QZ=YbjReQC60KMltJ^0Pe{@(XEHqq=fLwQ{(H;d;G*?{vFO}kYp z4=OKz$CDOr6^eM%Kexhn-|c?4g9P8-Hz7^Dr~bqrj)%SBr5Iqxus2%QOxjoj0EdJw zlm{>BFHREp@9gdDy?Ta<51zha>c=ul09F;S$h?FHdPgDs`n%m{TlHtva#*Qyu<42I zqbxct(=hTcU>h+5kaxlpFUR;swNiL-a*SjoYT?9X#+32jvQ}c7j|ULSurX+;onGU7 z3$md-fdGPCfF%u$Ldv0Mrpf~qUr0fIJVC0q5#$LBI@@&N*@NR3n_ly6v)gMjY7786 zlgTJJ+}<9yo24mCo|505mOK_D4+YcF2*(vvHxRE*iEAwu+wN(rD^}ej9<2~$L_S0f zNL9;nU`WNi?Y*ZDp8xv$oytFyf3q9qslDyvz0=*_J+JTn_8(uJ7QJtu9{<1rsgt47 ziTv#l(EwwN6->8|r_l-&$rJR%x>QohX{r^z#cJ^6@#%vZ1ZsDKR_PKcR!f6s&@5dJ z-_GcyW|Rj**l&Yw3)cLDUKfLiRe;LMaH?8nU-ooIQdwp(1Or%j>J&Tyj(Tu%I->_I zL}s-VDmZO!uq*i(Z7(=Qsa}w1dM4IRlvEH@`%NUJle~N#Se;vdC5%e*L`h~! zK+QaA=pS_aYagp=cLts8zWCk2!FRvgguTiYkYY4)AC&a6^MQ6U0{uV*Wl2P*MjDI0 zOkKGJMv_OgD-9nCY1NguQHs<|VwJWr+uovWJ3$`k6(Qsl=3(GH$HK6Qv>b&8*H8WD zzp`@=#&&0Vjxp(Pzt;xucI&$DkH8(0Qgez#jL0;kG}udJA<^nYc21_?oWR9F5y8uD zfghEQ)Wf331mRatp+%{zQW1uNmA--j$2b;9n|OEYJGivrzc#0*j*YY?6PbsPFqc~J zKzQ@tzN8@xsfL4*pABu4Hjj>GMU7@1qi0RP0ur&+J#}2d9$eUZV#19*hD2kId=}$v ztqpXFx=;qZ-aPb-R)uvv+4X8T<2Yz~&qjy%S~TNage`&CMR>#p{&0$w`SY>z4{SZ5 zf1qebSbuvDITkao9(Da5mhHc-Bb{{#tN5Eywo#sTHNMl$^RSx}WX7s^Rmj=iJMY=M zLwqe(G&>hP^5T|S+W1%#D#o{+4B+B}?L%oortsQFp zi@&sa>0ztaw`7SP@^KL+P8XB8W@a@fu^DALCO}*7bv7bBY|7 zV{j(KSQ%XX?7_q5RxemVq^w|P3Uh_BiQY0MA2fiF=1D#P`o1|p=;yUpIoLbk;qntK z6Z_{7er(~hA&6QwEg}f`e@TLz!t2+f<*o(2ObjKYzc?DH1?K`9RThxwx7y>4Rj4dR zQ+VdHVG6Y{Mu&~931gx36m#Wy>A2+m*z3Wb)aliK!zVAWL&2F-1rdz332VlKE0W$& z+Jo_Z3bAvwEhd(I$@{+K9V4{5q$Phz3`*KyXm}Tk+})kp)-JzjgR)ZDt8agQ{Pe-r z$yT+zh5HN+N|n<3G{r6Mzu%^J80x=4>=O5PRKQwvfp8tsXe^kH{!pdT#&Gd5_ z|IbdH`9CVy%U=6`G7Q7{+`h*GS2k+o4xwG6s7=6kB>cIIFxq z+}POY;xH#J-NZ?A^Hol<@|vl^$UMR^EOUZ&bj@#kJ?c%&dwu4=)EeVZCUO(t?}i-b z(JwsR3eMJEbT8wzE^vyOS5>j5{_fN+y_H-f4V=*#1PIUU8*uu00Ae-A4dn4g0)e)w z8o{{9KOZfuGHQpbG9nHY8c8710b?C7ntGN6ZTtO#CV0P&@wUThh&)UkFLJCt>9zx5;2ICvkxst}5K;J#{>SjT2m( ziVK<^_<+Z7c}@{IVbmEGm1seZeK);J$e97~yF@j~r|*|85v+>CJVEiNx5dl%MPv$o zTLj9)7a8kqS7P0e%IF0%8q4>b=}L%}JO?O%X$OCN`yqsS*y3^?5y5ITFQ&U<*2Wk7%B3M z&ho)%^)>>X=fS4XC_HZ}_!vi=pd1E%!TkOy_WOP8_sIDzgFE&iB#>c7^C(y}Fbry@ zUM)HG3ZHbQ@tE;dXNalT#tnGgCFh!STTL#Py|c_MsgXX7mnGtK`b0_4&UF(~=&W4gE~EP?-o`^=PMszH z1L0R{wNklWDOW1hz1@SIn!>(V+ubQ0ly@pS`}=#9`u>4_9Bp{Fwo}?ISNAGNtG5S} zSr<8|AC&eE@N}-9=qJuVk3dk1B-v{yqtB;3=F%f)K- zV5hW?!utmYJNu@1xfsQux(}E;_y-?Y>$?VKZD)7C1iXQKrLw=PQ79Jyty(&$@9ykY z4|WeKw*1ciL8Y|6U*4}(>*bvTgG8~8WkG4bx>Kzk?3Z`SKwdr$4!b*hyCtk14i0u} z`}LZpLb-_E1Gn9S{ezu793;>LEEo4H)oQ6y$Jwz;6-}9r6@kJ|3HJu@5ZP|EW^q2) zt?!m9`xRhSM@~ZfJW7X3xmGl@bu!*+D1v_jCvF0&ARu5^&$I zmG^fn)_k#hP%qUm<_E}IVak_Xx|66CoNz^5jN6W(3v2J!>p*0uRsnY$Xl6offZeT? zYV~>zgTG&nzNqe_2B-@zI@mGfi?vq=oofP(tC+yl=s9D93Z&_s988Bq*ZrBnys?U$idBd<{ge-@ySvaCm?`^vRheacSl+4C%Lny+NOK5il#VsJzXzFCL(}_^2e@ko z1P z#T(r2Q{6Z4cXv?%NCH!63PH78+Qqd$kPS855(GKL*$?y}v&zsV6f2nSlqY;x+d=A! zy*d;R5EV?^L5KdS)~Xb{5X~Y@QHxTCq7$>Ox(CrAprHNs_CTyEBr3b79@Zggs6#Qh zm?ZjPd2gq-UxBiMJWL~Rb+^7(u0!Utt99Kee1oWlpsWMi3dJulsQ@elWECR60(qw& z)}aD-IdDXhAC?47_MupyO?H7cAG$p)A3%K9p{n*F;LGR&Ye8z)cJUmlV5f3`6Q1%A z?d?F-A7Jpy^*yx8k~QEA{Z>ENfimJq@F7O34%G$L!#IPd5{<%ksqWRG%c0mIuT?Gh z@^HTshzJV;x&~R4IQyzF6TloevyJRHP_pt6Mo+D}djQP~c5p~41{u!k#(oSg4&23=-2L|#sK$JBEJ;=Ml}1_gFV`anpV z8r__f83p$#An)NHRnr#5(oHoo!j0M&(0e4*eJ<7RjnqP_ZQh_xyL)j_kl#gQQw)yE z`gTHFMt!-rRWYciuLLiq7&^5M6nsYV;0W&9QhHy!92SyW81NypDoPy^g(=#RPIYi8 zqiCtOdFbWJTt4nrq$r8lz3|=~9hDF513r{?&)yUdi-)g|M!{KGzS$x^l1H*ubY!+F zb3i}=-4pVhz1gY=EVdGX7a;o|ADNGX0DAAg8x;zbZAC@`dA)g05nO)ULlNY_i#*xf z((S#Dy?ed6xm8gt%f_VDoJy;S^r4dp(iJ1YtfbadBjFVU8DtcLYhC-rf+6$Xwvg@D zUAzl4Gia(0mBXGt&>&tbmg=h!22%lT-pqz!suXw0+5!NRkDh?|`zqfXeAS)+z1vM> zGQ3ua$>eKEjh-aya(jY2;=9b3Y9#>j`Y0xDN_t0RMUw2Uy7|Ix#VM@k1K#$5+PiV- z1Zky?*}Cdp5x%V8=q#^15BXx~9mZGVlg+;_wuZxTJ2?8YDR`*q5vgzp6r+_6QUB*+ zb21sTp1N84FyDFJ%;O%=ob9D*Sx+Fk{>8Db2xK_Rj5)pH-9$e)*-bw<3>kVM#SZnD zt=tFZ_H?N4VDFNisQ0%av%DO3VUWWVNf6;Kdfrs*r#mJcoLS0{L#k+htiYA+g06AH z*2S}x%jII(lp$Y$?`Vi|!oGu7XttXpW?GS*qHiDm@Zk6*c-3qbT{IMzng>Y0HM%Z^ zApDJ-E*jmiGS8fyoQ(#vTn7zwveC!pn52PhG|XHfGoDGG#PIcStzprF6<+jUv=u!X zW*$v85B4Imh42MT#G;2~IsW0dJ^aTXHT=i4mKANv?cp(=;vt@GyxuG!DcJQ$wBRT^UaOiO!Q~GxJRr?WrBX7$GU&c;l^lhaA!(Uv7uO>8)wF| zSRnH|7NHsQ$X_+&La@lw*jGt)EF$SB9m_?naIhd8j-DYo{Gzhpjn1%rl<(oTN?cSN zI#3^5j)PIdY=pvVs^7?DciC^6i4W>@10>pG=1(+Dr>gYu88U?{-Mz(+JUf2yn`b|~ zdh+n(+lNmdK6`oSz4G&L#dcvv0St2A;#L!U`86|7BPmSV@4}?;3MOZ0ByS;nxXl5! zVT#~^33dyvTr4H9G`i5!|rtI~$T;Y(3PlAn~i9!+(} z(hO2yLq|a*AlKqK5+-6Fkz0nyNXg9$UQ^4x(;iYLf|PBfOQ+NiJfumTAZwIPGt9*Q z0O(!eq8CLrn=&s#yO4k~6o*<3g(^W1A|E})jiN}{t~WN#4HzPmi#oR>c2$s7Eo~&Z z``v*gYu{B$ zo+K87TTD%(e1r_)`~jL!`H))FnwCVzXpt9&gfvnr3rQo@z0Yx3Qt}>Ocmr(R%jU02 z25*I-1>5TaH^8V?;`L2#WJN$tS>T3SuWjv9FcEVm@s1HN3A;DodIA7tPK65#+M48o z64HxZG%?&LJ@oFP)Lqqpn$nBmhYEo@Mb-Kh!Y2m2-NZ*CPuTf)m0Y;%f%EUeJQ;nFZX+Q90oIa20|9V)H&Ss1f; z?$DI%G-qjT%f`o|5DMX{Y?mXWall;wWGgyp>I zLPN@n1uplCUpM61js~fdzpIg=#esadSomIv{Xo6Y9Uy5t-fIvFRWSvW9y40J&+ObZ zsk~Y!m!Mi1vE=O_p)!OB^~)c*$N$GoORg4eugNF=`kXBJHwo+)&K4tgVa1A0BkgZFB5B)@pFQ@W}) z4rDDJ>9SH0InpjZ$&~S}UJ2`KNGxiEWV8%)Q*YY#X}kwV$RJ%X!o3LhABW}?aR}CM z!Mukf>Pkf~v{a_|07<(ejR@fz96<&1>`ZHm*G12M#di&w1tahyfK=ZdNO!3!?!MNw zM}Dh&acvB!5XT4%6>|s#k6w{>9Bi594QG=~WW=Mp;XwKAyHYc4 z{32~>eA`?z!bzgE4}ZLl(wo2=m%_M>H&@WYaCh9*RY}Ry&KM-ps(?@k*sebi31GP0!yQ;yl+buWWe8f;73rNV6R{vduq9Q}!u?@7p%@e# zU`QhYFGUJc(9)1npJu-mUo3O}PL?OLK`N-gw$O}c)@2~>OOs1Fvh47K# zf_y&j`H=Gvk>^9Ws>Zl05bk2>r7WY#coFexVr)YxD@6gAU4&UC^9ezdX|VMmi5hgcen@ zLgrf+Z}k>|P;~&1ie0pqI){|HYQ?7+8^BARx%X0(ByRXb}tpn52>gg8?ML~x=sixl15{MqF|{SG(zVOdikIiv+mKSe1vr>eOE zM*6FYlyIeGKQNJ{BqV6}hP2aqDYV1+QdgRe0KzZ)`OTsC_UBOiki>J#8&MtFqNttP zuW&c+9{WabBV1eq=sWt(3+j)qt1Vtd5#zYs4MP&uHENAMw)P?sw_H}K(C`tqJ&Ge- z^cVWt1SfSjL&j4JQbUEFcR+Vsf_`C8`fr&1|Al!|>i7qlpj0OQ~L93Rbjtf=jrIw($ z5{x&#DK{uB4d^88)-)R#o7jVDwsm0iPj45%MsWUWkl!x={C)+vifCrUQ%}#VPONW zP4_O|USao)@_cUsz2 z$27>qM?nvFKNZ5suT82poKOgIm%YhQ3IU451hhxRg6$8E9TmeLRT~uGaoYsD^eP&G zXh-)EHFmlc)f_kAoy{!nZYXgubeB(H9o4@s$3n0KM{$c^)}sZsc67vEZ6ag=IDoNu z9tYe2p)`gg2p1%oYi2FGbUDH^f#GEqU??UyQ~m*;VA?0C&WPy!$|0M$ulBz0sZN_v zf$d8#hr(*v!EJu5gry&w;nJr>-V#2>juxT_gkb^r2vJ!gyN}e4z966#LdWQWJ*x|3 z*O(HHXNn4)BLCoi=prxEDE9lscDu+sBw~u-m7G6I-Zq*dCa@FOW1u=Vq-9FWti&DJ zG|Xj*f$Mv5jihsgjpJ;@f2Smyyk~lk_w`Z!`|bW8s>=OjUvk?7M=bk(9tASt6$8+C z)a~`esR{^N2l%LwGp+N|o0qUM3IE&X6uK9)`w4{B1gqigCuTESF2~6$PVHa|!%k{0 zm9f8_KkWPr?~>lOhQr>^A8LF>>5!TAsMgEez$I}i{DOUL3$}#uQb+y@dc5xERet$S zDSsbJjRJ>n^ZwmGmk-NF)%MSKOJEP|FBSUzw5RR%=6#Ox{X8zl%ooW^D14NE_V6Vy zr=^ch9e>+5o4?rp#myl&m->Q6<=ZHVV6YTEtUwMuYJ$&Dj=ZNg% zcX=YCOFpw7g#O_z;{5P0BJlXHeBY7p*doRg#PRW8`HrpP*muM!;z<%R_LK1(v6lQ- zYE`5p_i>32{?V}T4e_`rB`^3K|JC@E4@+3sZscB30YRquvPLz^Q(wbY0H96qyT~gO<#Ms@c7Qm{QhB>M=r#K7-ge&0Y5(9*4zB1cP$|JI zSW4Vw;4=6o3D|_>SoR{;O6N;U5O1oTUK3Myw2k1Ax7*W;V9I#>ZJ9^g)syXx16kS9 z8fnm$6U>dr;n{~G{$bFLm(%u(GIX%Wmhu}E(%07_T*2yCfMZVumX9y<6-R@-T=b)Uasv=9xf+eTxb^D$DfZ-9>=~>v-VJ1-8f4mXp4EgY)ha}$hAWqw*K&c1;N?^@ z6+4}<7hKPYYKb`ZS_EKsao{z}Yyy5B+hPyH8k4iXg+nDqa?VUmX=D{fC#$q|0 zN5t=bzUbrZ>cEFqlY_{R#Zi=_-`iqaE{A@3uhF@jd?x7sv^4eWl}0eS=zL84qZE&R zPaPK7#{=X29r#Y9vM^!wGvGlUR?EVJ5NMwx58fL3ABhJ)4F4$KsqZtm58fv)_jgql z%ABkPPwYn$c{uu&iQRCr0Wwr&Dm>3&>^;hgn?vbqG#NWp4 zbGqBEaM@|9s0edmV6egkWPU3@V-cDDh6~C3%e*WmX|LVSAC|EMjhxp>4;u*+i@=CW zMKBj}RNK@Lz}23CPf5d)3TP1=?W~QmgHSVhJR=o6SFFmP%}{a#ceTRsTb>|^!&R`A zZyfHZ-n2j1vTM3FA~6}V2fsJM1+ZN3$CqJ{U=-9W54+0slI~!S))zFCSEs{WCb}J> zNrmEN`8%WQNbL4leM<%v=!6AIRm>xiDBpNH9?zd(G2}N#O3FO)&&RyC)K(-wu8U$z zkusMe)dN|IIAu-wTUmju7a%ge>jlWiSpNyBQ~pV?JIkyWAoK|=Si`Tf2>vhwK6R`( zUhUu`S%e>kKT&l*sXY=a>&sezAni+58lRw0c0U3w)_J&={i z{(2?CHC@`KGq<8MyFb=jA&ZRI^;Sr`x7v2xhnd1wh{TPQk7XL(8u}l}H2g69<5Z92 z5Q)C}5?3O~ll2+y{${r1mqq_0vD+=+zg~5G+*L<9XRTKl>lH?19cA}nieW%=s;>S> zD~$L-kd)1fs>D%MKJt>mTkl?orSP%rwZzW#3@6OeOP-IUKtBxss8JUEo;o$xyBF)- zi?j&#{Cdrh8rh#;A_9h!?_-I)tTy-3=zk=UcMJHh*9;$Z%`k(r)@z3Kn&GosGi+>p zSr_2_3&-~5gT~X-hm7)TcQ281+Hd1bJ`NU1>>rMMHgLkHzT&-)hP2G=ja>A1kP04| z{p*pxd{g7C0g?M3Yj=<)9+wlW?|(G(yUo9|?tjdEr0X7ap4{~vkG$zpWyZ>U$K%F_ zXLC_Gcjtv6tJrvRo>>lF;wT^U7DO%`EPCdCKpYRo@lEFzG&wB&#oPv|5ACY^9eGYQ z|Juu$T+}!tjJRm^PM@Amzm!mg1He47#myOOQ{Mbu>8i+=28u>PUr_nsS4IB!s{@{Y zciyGFEAk&#Z^B`#0?yHI2Y;w4Qe#YBLEU`&T|LKY?T{(&vi2l7H+Wi`n-3RVpCWHnIkZLI)5W_J8=|c&l!5@YvHl zDxHf;JR^6mFb~YktU!{jCz`4!k*KGl#`a%wmY!H*o$?_`D!0k3kWnX;lr~)souoIW z!!n+iipd2P|CmWCe1)lYK0=0_MTvD}`F@Lebv`_g&f<(PPAZt2vC1}bCcTl9Eh9tv z7T(#r?bn%QV_a$uN~7L(1=p39EAB(w+qd7qZGVkPsn>(wBWRUWu`2G$YnZRq8dDbG z8kHNyrV>MO1~wHSrm^8yi_J$oPb(*5Ws!7-qqnb>npk#Kb0a+Q!M1+xCS>hrf`ykz zvUG!)l~ShAqWntpvmQ~%t&;Qz(-4=C9pLuKb5|8=Q=3}SoP+(t&| zVzZ4KTK|$YfEA0gME;j|#&>P{M^&8uzBc`DLes5H|9H6hN62V5M_R81zcbY{?x3hl z(dwo%)VGqKxu5M*0*;@-!VTZJw42GS)gdgeP~ii&lBqb$t>d)7!u+HsvraAQ9LGvF zO=w@YS)WRkuUo#)=+ez*6Ov^sC^vB#};k1i?Y(Nd;^U`OkOMs59PaE92f{| zcYW->n6}#7{U7&}HH)qA;83AYhW|QTnboB3Sy6eBl zlTWkG|KM`SYNHqQ5p5eZaLv!SSzY-Q5KsB+)nn&=syq+GPp!7QTf_OEN*%!{J9~AU z|EX50c;uCD^Wcktjf4d4<~*&BK(x?JjPQpH5QVe9?~>Rx5Yl2CZ>-#5=Kj zJ!Enpv~aJ}0RO35?gGYzGDP(0!xt}(tDcR)X3*(`_ct9o2`yy zSjRor`T`|&{=_K|OmLL|Z*G#yFE?=2InvQjar>K8E#WFSxvZ1jlRL>xUvYh zXu7*82qGXE*M16rMi3|}FuX4nCw9skxHWT(n+SM4*`aXGbunZfJKp*VE?za!X}Pi(DPDfn1X+P>{MTHCE6xBVx=nk{xF5PmqHiV=2E8wXM})6re6g&Ut6|Kg zc$x%?=lH`;rttE%fjTJ0TT^kfeF5|+;?77CgP(!g)r!8YMBeJ&%M`KI^)V-@4jIvU zqp$C?1!^ILTno_`5JgUpF{F?oxJVFkvk4hb%tN7VaqHmtZ(rXXt0yo!QzXtsJ;RCv zg#qWabO`^bdd}1~uWXsqhmTf-Zfeel|K!z*;C03M&`(!|t}D)m-Z5QNqH!tGo2tu*z_i%ghJ`bfP64aohvX${PmHxNe#vDppe zWb;H6!?Pb=CX@q2;2=$bsUIhWNoRalnHGZzfe#wiqh7mx<);s?~Qm@U34m% zSF@@*65pw*-^{A$h;pZ*elx3LOpiHL?Yo(kXX9&B(9Ei{F*e#|R#hv+QwVI|&8ln% z*D9M7DE6I#!k>DWBUWLWvT(@f7RUg~Q449Hbb)!GZ2uw>J*9_{w+b2_=q^S~+lbIk zgAs~!4P!X4Fe2fvX4ysinP$75KKdl7eXAtPCTF2^BC_Wi1xVy*_v?euJl3 zE}K<3P7vXw^L7s&sD3keW54Ltxw#kHS%=^3npuVh|Kz&X<3PuRS*mF+HD0Wk6U*Zg z^Q>EhX9X_9Dq#zSa?z|pxn3_;HzU`XQ%r$$c)@R_Zs7L{ znzfI*k<})a%d~#fvRhArfQwCdVcv9=%S*7avINNTen~Xl4d4VSh(NS&0gnaF%9x%< z-lJwOo_x65ey4F8wM&mV>tYZ{OP1*I`pF|tmoH6*d=NWD5MVyHIvQTTnF7ipMzGx{ zPagxMfnJjS7D6B)U09kQr#kPf?@l;KA<2}d0vEN1i*nM2`X3M7h4= zZ8+|W1O|Ly7V9``-ZcxSE%t1ya;Vq#6pdtw*sz<@M?nv6H?R+D-LJqCpg&G;`OKIo zXNQYhL)q-@C0f$PLzae~yvo{6q7`jtWNGDe^;WE@l%*XOUb#QUu*%fX2hhz}VVT;= zPC0N`Vu-BKmZdEg&Pu$LwkQZ>^$O{$r%w7zV!_PqB)a6Mbml)9;_Q{m7k%fJF{gNrZIu1Dl!h7qF zWn(LXRphG@<E z*X+%y{UzJ|03th9z>>{=0GUHAyWpe;gGf;zye8x6MIIZTl;AYr;Lwuf2+ZHGZ-qqjHgguj1tb zmoR(?cbBeVl8;*Qv7%*vGU?*Feo8=!blgNm*u8WQp(Eoaa%rm`vsNv-g;d%w@l1X*=rY1(=t;mh z5%%^Xu~o2fhKPg-fNjtB2L9y1$s@Q~@Lh}#(E0JkaL~J!XcdAPPgQ1K_*pMKx`@;O zz}ujsyAapqOK6eZihyGbUQEBl@Tn%E{H{wU_;$>1W?O>0U%}B?o*O~=qKCi3f&5h# znS50)ru^&84P!LGMwI@ZCL7t5@e<3WP;USemdw*g8b{F{P)|)4xNv^rC4kX zntdN7ynJLs4C;XbkJ7SZHvj23*CQ4K(|80|?QfgCDdB7#;1etG?YP^1c|GFme7RKj z-g)KHZnch3&P$K)@*7r4&O+RXNAo@l>Zp^3d>m8?`tc$eI-q5V!7onu*y}9lKY5jg zeGE_v^05*baMz-07VfdvS#Up1#XSZn1@~Bq47ghrF$?=dfh_p5QX2IWz*72`6Nxezdg1EuL{}hi$G#urH`2>x>5;0*GY#T!PU~Dc@RS~=7tG#G zZBZ=jW~|&Y-84(kIsJ@5pWV+`!3_Ph21BBY-{Y=_{vUSo8;K%wddIR@HCnH?4(p3* z_5`?;?j*`&=t;y_OZ3HZWlEtry|E@rr7V_&s+~4aDR5J|l~O88$3m-ePREjkmg$(( zPVHC{Zd%8Zr80EPuHPHxd<7T6fj=qyIZq>#$8_?C%G|^vSeZ=fp)sHESTu=xs+CI7 z`@Q2cF@AmXH!reV15zR8fTNYFZZy(>QfK;k)+Uq+F~DpiTH>nbR{Wy%sGw4Bqfh#y z;({*e(jowy`dTEQ2|cOQTRX$>!m_1$Wq+d8MU(`OsTGf|YJT=dKO?a~bbt{G(ttmu z)xIdCAI~u|gXeStIh$inN{!>Lq-P-xjN|pD&;Uc)*`rcl(%=4c$To<=K|9PV$oepft^Ph?n zB0frZ9dGIU=lTHX#`*y07j*#C7!J;r5;G!Ap;z4VpK{>dJ}q&gy{&$PxKn!&MQ!Fl zxh0P;ug_|lC|OVocLi93PCH)V2aOhpoZZlS7qJ5CvzneZT@_*MA)5>bO?AcjCvCJp zWO?Yi;(X}V6%XqC;Xdx4Uj8ka^_?bv#R}*dn%AsxoC8OtuZG|Xd zEII5KyHarBVwJG)gtD#bv|u5-D;yVm9PJsE9KdFM7cZ-qK+83tE6r~pvQ%=R3w7ds z2$?QYZ$Sg$f-2TP+TplJ17W?{4Xn>Ip zYhPt)i-ogxDy1!Jg)KVj$by;MNp#6w^e<}5mj2)d&3b;pe6stft2gK@?$^gEW9Qp@ z>tmH_QNKP`87LC0k5#6nf%pIg6;YsOH&UpRpSvg1yIai9wD}R-h>K<@gAFD+8 zsTRa8WvpJt{>D7A+j8NUrV-lJxC>yqg);#Tx5VcmYZt?!_vZtSC@Y{lmj;odAxvSv zblQR=*T*Vl2u%Dx73{}8R{3pn8U)?u;LAHt8OK~pRYT19F|63@EVNEP2NwgBa&974 zB6?;bj?7}Nan3I4TU@@xvyaj7oqhCCo$a!z&(+aKee^He zsYhu%^J8 z0&5DaDX^x%ngVMIeBBiI3v`eF$>$d@d5h!N4{*B+GSK6I-5XvegF9ZjL)-+9Z0d4H z%{elFy}@Ew*ZQLWxc#?X`I|ex_~(C~?f;qJT&EvQ8t?$t8_ZQUy0%r9`$7j#R{zf) z96#{??AF)$zm_BNs-O;Ky-3WXXTRe+&IP|Bv?J{Lla2|FZVsI3!&E zSW{q4fi(rz6j)PWO@TE9))ZJ%U`>HF1=bXZQ^56qto=WlK6Cv)#{0wIpAYl?sQ90~ zI^%v);(vB)werp`;(sbTJGFYXQmxYeQ?HlT@jr1szK!2D|2v$bys8pusJ$z76>7+;Q?tv75%n%F=a-e?G?EN*>6lOY~Wk7&qUqiCz?wfym%A{=y_&AOaqjnUGpStuc|O$l$?14?)bYE(W{d-eV|EfPGSyl$+0_l(+-Ni&zU$(m z2Omyi6?)9ug-VjBzS|!Sao;8|8C~vv*_jEVvGE z^&ReZ0lC!ecf9L!)SPrkE`6!`P>3m%RCjJ}n3-w|A9*I{xVmSed(M)$#bVt26Z$$F zcY*Ze-K50P!(DV}kaTUny~OqB7^WfyqKGlrJd|_T>T{w;1~W)!>m~7`GW$76$#8Y75xR13h z^OEO(r~L*{z@+d;0e-iq{r)xnV#xU~4^-zzm@~l?cQh9|&zqb1)L8aBj~E3bAKfbS zw*!au=LJp2xaYYw>`nWaHn=6ZjiwodL}CB&30bHj(%%d$#~*Bmw+(0$FdbmX#m|!t zM)tDf`AtX&DZtCFn;yxo6pg~0fDqA&uHyDm2uuSj*r1Z>w%--0D1bUfiv4`w9TjX> zN}?fg7TNR-H!nLw`x=QnIQ_MJj!;X{)%HbU`1l0(ZI92pm=R;BVjv*sYettThjHl* zTW3J*5dYn`xZST5K}OI4cb2{eAxuA%Y*!6eI1ucxyaYJ~x=`eLIQ1?$VN?NqA$U`6 zrtVUgj8!GY)j2h1SsEuVV0TQF5+vmXOWXQ=3<(51l_fG&py&luF0=<`zR~l-H<}!L z;65-v#wF6NQ^Ua#Ci`W`WHPH$*gJJ@g2^%c!DS5@ z>H_D)(aZ7FhXlkV8iL`$PZ%kvBC)?fl0NSlm*-$t;-x!B838#MnBo*hcuN!RG5#Hh zxatFW8R5f(2;i{JdASWkr(B9u7YX22QjbcA&BmR#1!(3?^BszNGg4QH4Y#s>W@^l- zO=08Kl_wc$DgotmR6WX2H!cia3=(f6y|t}E@rm(;(A4f2R2=G~3$O@H&OVP|D z!Bvm-eJ_vyDg4Y3MxUvHi9RtJA*wmIww^)F+K%+PP}*Q+nbh9nlYBsh$rhz&ob+nN zAQG3e6CciGG0)_ck}8yAp^Alu)#h&F{Mu;zKNIYsclKI9OB;NhU@T-Xoa)3Ff`UhZJ<-;QF~RrKhcgwJ1y7~8zT5sJ==7pSgr5x zZXTj7!NrmT*2~aUIQV_(4-km~CeXBS2xy5{@}3P*<}t7zOvT8(7*0Vo$^@RCuu{5E zt?gCCHrj%bQ!jeN#r}rTLwaLHQVJ&R;dD~E8h0mt;UfS0@t>s|KX0=FZn|SRs94%i zYy?UVcdiDa)|8m)0~J{ISTRUhT|x8$kfq=HjQlZvcUvOP1fJm!4}{IbaA{4) zV~BiM@56zBY6sAx5S22$ML5e(YOJFp`T9E6B+k(O1l?j<<_s|HL7Phzsi9s#Jn9x; ztk?;oRj`I^L^kvm7C&4ya0G>cV6%i1@ruDlv_l;Dv6&~$Zi1!?+63xS){lHnum%ay z9S$I=$yq$QHiZgNK#|HNQ@|UZb5R)Ro=Dy!sKws2jm9ixt~y;O9E@RxnE)-#4ev1G&wb~mH{)%lx%f;xG7Lg+m5P_ z!s;;5mGEL;WnF=3-W&`;vT@Oyz$jPJ3~IeQ#x#^E!THDr9aF=0BqqnsT-09k$P^la z00Z-Ll+|w;Bp<6FgCho=<0jmW?^x8*{^t@?079yKg&o?H#3tT;wwKEXpniGiLZEpnp0 zwFRO}k7ZftUtDxsT?h>Cd^&+xY{Q_J5d|Ea=~v`$UJlW2r@27@4Z=TyuFx7lHwab5 zx5|Ql<4aEd*a#_iiG^VX2!)};;YA6x)Qx@Hc&WKld55s%QfnQo$RK{ef+UhqUswW^ zmx0&w*qepN#;g|~@SJWWEQbb@LjLyy=ndL0T9_+6ZS^7-=tcaqN7bk_qq_KjFE-7R z9>b^>W8^DL1Zq!eGUY@Nwo}VtHI~NkFv{F;k(o6^)>kuvn2}7Hb%B?#u2MY01u{2s zP>TW9AM#epDwZUpb>TYFZ^#eo#n=}mD&-|<3|*KP(}8k7qIuY7N-#iw7>AE)D&iA- z)_kTc5v8+`A)-5+QW#^YdEVnPbl8VrhKnz<{5IYcJcRfgN-JmqQ$WG@0#3Vgh%3P^ z0!*0>kq3l+4Qq$?0IVE(9pPc4{JX*e>{3>BD6U+$>aj&hHFnhnap@F5r0t;4JuhfB z&`v2;Xkdsj0Fuy|r~+T$6-0y&6|3B1!Km4y^q^oMEi2`B)-7uZnB#EL(^-ts7kw3B zQ!dqcpEg{%4pc!yusHIn75xjS*k1}yPbXl*bF4AXff@!f$~hQQVS%l!zf*D^x`ZYn zy^i?0qe1H`N17%yE(0reqw@rg7AmhCEG>Lfs+t1FnU&N(o@Xd=&eb4@t&T5-7Zz(UumW2PcMQ)3n?EZ0XolZDdZR zY0}XVql(JMK}h3b=BU;Trfd`vz)REOm`Kt+9gr>TLJ~mmW@H7Ui@HEGK6HU(g=5M_ z0SPYhkNB7}Qpl8zLQ?b*P@N=3i)4;eiGm9egO*stY!u9ZMfD5-OTVH26h50^9QxQIj(LYTvg#GbHRg&kjiq?LHX{pUwj=8)_QQCsV6Pb;lXW%;LnSf8 zX2_`5Y{3~T?wX@=(d&0xV^~h~-W-)T75&A0HeGrRFgfpqa&8V`eZh|bzd#?`Mp&1i z@#fnh*7^tm7-M6I#YkO$JRV{VPZanO(y3LVS*=@|#at@(x!@An07O&d3~W4&?V?eE zRGx}vZ!(0l6Mmp5%c#f)PtP8^dJ9n#}*Zy?oef^e)E3zW3wlv2g&})~RwFn29}+1Z=4yJIr(7_Jba; zG!1c$?OmI`g(&wChJ;`t%wPzY9@a;CuRD%9`KW&$8I9a6e`za8x)={Io6$yab8O`9-Ma_zgE%OU9!Lp# zAR5t+QqqE33N?lMjxov|>PA!~hHw3i8YpQ7q9FqT4W~fBdkX<25)d44a6~l}JBZh8R06U7c9Hm28w1!MbFlyB1!LhT6Ad|b#X%WD!cMyV^DA`~}}b$}W%EVMJQ#6sgkCx*OFLW~ zT+7awY#dQw;yIm~EYG@dD2vM+Uzs75J7HSWiu7g3oeP#&rF0-2{Uvc$y-h+-5=YYo zCT?2a4IKGfdXJv;3RTco?RvEl@yMvUA^g4|!h3%_q*ev4*dn6_29>0y({VUDQu^JF z$tb!pQi^?-AdeITrPJ|m(1s5fmCBha$Y6px`1Hdv9A)#C`sC*-|zzm$z;K_-+GaYl@ z5uUs?)K+g@LCM)IVf89femO%Z@8xL5VRJR0ZNshQ|A18oHvG815?r(}yQc5_01-6HIN3t2Vv_7X~*m`QD2 z``BRRMrIpyre*Hg${d`b$WD8!<49)5hKP;>0v9%)CN-~msR8q@Mmg%yb$vQ5Jas2iQkS4Fz^GfW38d7^QRXr}N zs-0~RubgJ9qPMG5)ovZ2Km3{Q4+dYU<7M8p4J~Y=vt(bIIidEMmkWx~h6ZQfQsdE( zL<^t<&%b&eJ=Kap=1q5bDC&}|)@;y4OSZ0Z`*^p$l2WEF=+)9p!tYEbs7WRh^$0ZW z8O@!@_vxlB`x!ZSnT!xRWt60pkCQ+B?8(>Sp{7YYrp#0wNn?Qi$*MB2g}1z4LlmTs z17NC=nR+`5LKcGE3X{f1b<*aa&>qk!b{{3O>U6e0dwTqtG)ui^gWDae&9`)ZiTAtl zAv6MCXnqe@`4l&9F(QG@j@YOvn@bsrXg_}VSWj|LmHa&U{KaSAWXFq?2yWen=m|D3 z47qX|Pmn83!Fv1wa(R)A2sEl>{nKo6*6a^llu9NNGfY=nI;*-Rd18Rlq^#OTQq{3p zpvA&WOJFTusf0!KWtIP+g-NYUONVCff54W5D>5lUbc9Y zMeyJ)7Qde@e*e~r&qQrcrizr^ z(oU<;snTA1s{<~9TZO&0aLDc4{*a3^B-eD80p(Gz?RXkjjgUVAg@ty=$G@3q!O zC0$v1&|)X^)0K^`yI0T)zoUtB zdZLRbylOhlfS6d3+pqx1*u5c(c~}HLh|cs9kt`k=XzSwKomYnzO%EcD&S=>qTV^jj`!Z`HCM7MJy?_!TxotZ2;I*hlTd z0OdN)@8zD5TDck@9MDlGac*@XQ8lV3E}E z9fCeGo9zG`;Orh?3O+iv$K8iN?yF;LdVf?^w zF33HCW51uDek8kSuDMf2=DOaN+izzhPEp^w;XWU$#(gjQR?>|Y4x{P5+T6HG7uqr&;V-w=`ryuMvz;SFHaQ_pI9=vu`$9a;# z_q=C?+#jYDy6CUj)6xxO8Q+lBm2YDV;}cdnc^CFHELrEk=^Kt=H(a1yHiq3&M=tDX zY8~gApjD3ZzXd(*&TR5(r@OqeJ?oanFz7W78a{b`q|QEn{@I^?^V28a{EUvK$+4;A z%#3XB%vyuu4p=tSao=18VU}fJbHR6Ean`D#y3vA`kzz6Db1^B?tyWGkJ-?Yo=v8|vS znxQxZ7O5sMN$_n;%p|?Xq9a=%1c5UG5y}M)#@3|Vlsm_7M$XJJD4FzL(>pD4D0vT~ zeJIqs6$|`bvqZIVs?0E4&vW(Ki*XiP)~<@TET6P>45O2UAkVtH=&{*8gx*ROISrw@ zzu$wY>Qb7?`maYg&g{{$%VgyqttQJkft7XXPVpY&YocFf-%M;r$z+rdQxw<%*}45& zVFn84$G2w&Zcs%|t9}d2K*-%*rUgiMcP*dDe)&9!uPB8SE`F7bka^%d>ALOw=t+SX z<*8LK^sq$h)0W_UeDwxJ@M{&sG+6Gy+9B(UCp(Cw3B`oTaxbnD$Yasa7iciMkrhJ=@&0Pe|qw?ee&e(`AJ)D>mcsnHEu5} zzYzrQv41ALF(h}dM}dYA3G@RpsOtj3EF)v99e@t%WNCC7i}Zs#@U36$%_=Xn~iI;a}jOLkqlWI#}RD4-1?aL;}a(8wz~( z?(#y5{HMp?e)D-neSAiQXrY%75?gA}Z4VW&i2+T003iSDA$}nerLPa#*E5(0Q#dyzzXhkR?#J?gi zC0Y%tr-YS2Xkrx*Mv(&WryGl(bx0|IQu?YCfK{7G*=v@N5<~@v7Oez#fflU>OqW&! zW|&e1`g}8Gm<_Xj!P5%;0wN@_1;vE;R|IB>R)e2bP6;c4&?LhFGl~ZTmfg+f0mFB! zL)sP;x7PdQ4^3p%*0!LSlprcVv}h$bx&yRmHDJ25A~3_0D$wVf*@F4-opunF+E+6u z4Bsu-0UH_ql>qF}3Q)q1Aatg&cTZj@-!ort%d{~1>`+1}{ zTP0x<%8Zm?NFlHrtvw}Vc(-N**)TUsA*2vwuiTzrYz5Q6euvZTyRz2+=~XoDdN^lO%#?HnD3!pKj(D0JCH7 zg1O$-(=^)>K?w1))1wri1hEOB07QybfjdBoRstqVs{yl1DFS`InJNhWpcJ75DDkcc z0*NR!C?UkV8ZaSR2`VRqRX|8$1rRo|w|H|qfWlaVl=w>^k`Ur&#a0SXLP`h)AX2mn z+yPRw5-?d>4VYa@5$N;H?0_q7GzvwERstqVs{yl%{Q-sj-3UN*!;HME0mxXe0XEFYJKx

#(nm)4#jtPg6i!0Vw6u*C25 z2SNx&=s;_2c$U%G%-yQTmCqzK?i3>(xhTu{6*2#s zkTq5yi-nL{B(^@7f#dzA*v*D4gM!~bg`*#(amKTo5|&6YZ8&#CQC7TAV)4su+ZQJ2 zM|`X%G%a6HBOJK`XeZ-TPBWl>ErsD(sgo!#)HKtTsNBkW^EOUSR)SHI=-Gar6=Vn_ zdOpJ$KmoZIDnZlJqV@)O`e|8afzyr!^o>m#ExgoTv#2N{;688JTxTV{4b7Xe_V#u* zc%YY!BYQu4afSQz6Q29+tcQ0&iE8}*A4qZOjm4ger`3Ru1Ip==XQ+mF1w`O#_f}I= zg)T&AB{uN|riW?Qarz6%@P-+dRGp!On%uoS2A_3O3taHhL;fpz zGV#r4w)fw56Ku7Nx()FP9miP)eN5+GZ5Mk*dpLF5_L5ASM>KFToO9j<5zdOuT5@=D zML}AI9$=;tSGxAC$(A#&eR8uS4f;b$67c!y?%R3t>X$Xyc*e9yiG^UNr+j3@o^!@+y`EeJ5~@|I=g5?|OjO4sye5GojWk8MXO_#EijAigYaa#W;TXSJ2t z?RYlF)h^X#v-5UI%+1qLKH^eX4Fq5 zR)P*rl)HU|)C-XwEhY7kU#L!5q41f)BhEvjzEOKDtl7M?{ryNJKGqps%QI|xcwVlW z?IZ7D9-Dz#04Vj>jx#@hoEFY+*Mxag9Ii<#ofLV?YhRm?tfkysrlVWPm(U#ePAi-m zvwkqv4u-HuRn*X`fxHL%7fL|NZoHh`%dGg6;XE;|q$EJ~cTn$$Ak)pXr|M&*DLK&K zV==edo`bO2izhMMOh0MMGf<`L@1npCmLc~$e`Rh4;1SF|i`53>(`6)n@(g{50jAsL zM^Hy(7d{U=m86dEXk&LeQ4}WFq)m*A zNU5x@4q|yoRB`2!M8jbFq?!5dERRizp{O`_wf2D&J}${(Z`J{tyK$rWa`_{0Y>KDu zA9q)LQrw_?JFfoX0JnrEiELLRNj(j2(e`Bp-LHD?pp>5YKWuZo1}T5}={SExPcck{ zk>?G(8X!K@!A9~4X5WYFUe+f|| zVI*nt3VC@kt@0$cJ)CS6%MNg_y7X|&HqG!Cmn4T(dDrPz`ce#x*(pe0U!16osX16c zMO?}>UdndA5>{zr7ihVoLd;WbkxJ3Oph)-+)C4^90vT(Bkk2MA3>Z? z#017COAqSW5%e~n8t5C^fGj6%&u&j-5Z}i}gEW=(%>yLc zkf`@slp|Glf#53uPO}UfN)Qt};YziZ5g0rCxDbTr>->X^+3)|leF1*j!{dI6! zZhtTWJ{d2J?(Ok~oBCvp1LI}i3uxx!$UHdV+;MaSsxKmNAD&^d!QnX!+F>{m>f^)^ zqHL;_K2rguDX)Mbmc?0C$m^QDvB5*jot$sAjobCcRS)Z7NIjp(;5$R5&-mD)T0S)V zR^=Xh3qmUTDfhsP&36+|07B`Zf0M|&mq;8~iarr0@JF1t1p`y^&O!R#b9NH2J(}%9 zc$~AIYq?n-q`2d^@!1Lv)--~wV$XdgudP7G-NZU7nS1(@UMao>huAERczp>~m!&QE zZ=sRg)~Rr8>RAX;7guNTn8DF%v=$mwqW~;-s^UnjAe)Ywex{Tw|z@gnfp& z#!LUpwt^%3vxLS~Cn^FqPLw6(sq|}0C(-_jZaML#@C=-ab*%3gEY`6q7mx0geEdoCFKwO8kF^Q_%RG^gUx^7FZuEEB{>FjZc{yR!o za@kz&R<$SB`7reK1)d)#XIRDjsZ8`0;g$Gk4=zPy@|{imCKSkm_<*LndPc$a$Kl%Q zsNbJg$sM@UY+UK3QcaBcPwf|25cB+@cy26xkoBhiNVUGnRa)P(;i2TQ`iY!ksR*9J z0kCbOQ2%w+h1(Zz1wHLMnfi`{&+wJe=dgx+&Uw|qQu9;Hf;7!eE8_+4BgxE<{A{|u z%Z+!7ue|wws~3>$BOb>~o^~~B)FK1DABMJgvfI0HUxY#6A|f!{T^NIuWp80#kBKe! zemU*qD<*4iKU=^xkw3P#=TRS7%Y(#C6$oc_>AL@2SZ5fv2yZq zMi4*m>!KMkDrF0|G-T#sGVEoa^H}L6cQ23fvmhF-AR3aP6V9O&l@G==e;_O1zOh9g zKR*Q9?@b6z*$+VbGc9AR8+u+E58{EKIR!9?j>VS%II^7!uhF!>4j!@5ru6r%J1C$7U6Y4NHrPWrnPap`MhfNjy_WuQN^ExT!4nDRk1o++e?wJKgDHtp7_m!^CO%UYjO%^q70C zWc|2*j6Ju@aVLPhGE44ivHd@;+OILSmuLTi+6SMv? zM)N-HN@?UtrlVuGZ_Ym5?Q%qeA^|70&Uy4?p6tv=AfYg{b@;S81U-%~MF{W`FaWPb zlJ#bv4&Y+Z5Js!NRifdh0&U{Zdm&?g4PPZ9F zqNkEs)EQCD1Cx*Y#R%6FuqJlqo1||b=VcDz@YKt$6P0AiVqz|4_^>&e|1zRS<9r|AuOk0$7 z;V@a<%S=}pBwWOH;hq@>>#(Qb=5|dL_`Aia$%lt%w0;{*wHG(hbqQ{(CcfXE_sDj6 z)<PPHRlmYlGhMPTj@Z?^Y1#5~Q;Db&Bdw2SX%o9Nxr)n+;xY@V9_x+%s_M&Y# z5`2b6MFz**`N+kZ1;MKLp2=sEH-bx-J(=;CS03y7o?3CX8Dsade$H#hn+{J_${e}= zQ}*27&@+rj+LfL3ofY#0lT{$a!MQ{mR?RmRZSARRc*?k1n%ox zfTwkjQQ2U+|3kX#^g(pLw%28uMuY5y3l+%nSQ{tCqADg)4q>Y--x(rCII$d6gU>Sc zS|Snsit;$1wV0QRj(4I>rF37ut7wm@I4W$;X~(+nun>?I?z-~vgYoXOnZg-AK0io3 z9d)O5>b~eY`WWP{6c{!(zmCF}YzKjD1U^idV7Pw-GlS$-wqnBkyIWd&*1-XfPK%@y@(T!VX-U+jmG@ zEH#dt0VsbDnxIl9wX|O>f4Zg}&v|hMngL^u6+hcQtmW)JBV;>eROFD;9KU0z{8LtEjHmmgBtJ^|<}dAL3`!gU72%=4q=%nc*D zC)-`783Zv3lG;(Hn=MYD4ZRkga__dyU8*f>;2TqbWJC_2&JcFcceEaA(F|qj%HKeM z>kiv>KK~wmJ7&_+Ows1^&;>TtPBQTb8Hgq?tRcxbi~W?OSEYWO*Ct6~%nLnHbecLC zgAf$Y*%ME=^E}oUU$Rab|8U}Fr(~ImUCa1RG5bm>vNd&o5j-2=$9mvx{U^W!|3rAd zNBY&uUKbLDeDg|$D^HlBD>|#9{jVVtU26IDPN^5$Q9fMKy#cP1kBcSWz09VS{_di+ zJDU1UdoV5ux%LPMan?`f)cB-q{h`8STGd=*ETCPOAe!^D@a}E*n;Yi_Gq$B0pDco& z)R^hGzHt}Hn@66}ZUb|`IX!@k!^zt&AOpo7l?T1r*Bm@zMN&7v%Z=j6zkV}dAKirt zPTvttJcrIr54Y?#CetizcvvLhE(e}3e_QZ?bVwZ%`bqx$s}{TDKIz3$AF>#UdZdba z&es?DSE@ik&O-U0R@DYWLkM-J`yk!`*v`Rs85%mKfWa04dvXD?o4@-=w83-x{|^yR z07xa_?QY>fm$WR;9uG0x6z3TzAA7zdrM@u9Pd>SAqvE+JSP$Kp2>{>cdm%On76mc^ zQebl)aDD_E0v)L09}$OC)gs=nMI(9d91_+v%44C;UaRhLcYc4ug>F54=JW8XZt*NE zD*usKu!t(76>O4Wswm!K=a>&(6#)DOcc@UTQI@5py{R=bssN-;!??NXK?8#`<)(8f zJ(e%FW=swRp?=-{OTn>3PVe?TE(P_R|I5+-wl?`9Ce#!9@$Gwapv)@M?170%g+mlr zG(y%#Q{1omi5x{TyW7i-77D9qXwXaqjy<`da^sVLD_7>PR~ai;903JE40W$NV$nFD zM!Jp*`7+NLz2DhJk+vAtapG{u9{K!iQFj=H4Dpp5FxKI*=E!0fjW75W72P}#N35t# z@Z})o8Jm>DF6h5UInPYim57%R`I6PZ>(VTHp&;H?LX!rCSDfZyVGG1fDDw$c#3AD%jfSj2U6x!eSL1dFQ{?0HmYe?kd^4H(x+Et0KdVjisb4!)x#9pEf zmupLD;@9nMZ+vK=n*bHHnu=*eA7Ay6#N+Pl(ZuC|)|W#fsuYSeRVxY!ySA9bPtWI{ zK~H4VY9W}bwa>w3=Yk7EGR5K{iy@oCd`7SJ6OU1W$sbA_ri+#30`wBBw^Fi8xzY&1 z`2$el)ABzM0pP+Ge8RM|M(-@9lFqs(ZNc8g&%jI0l5i^~$&(IYM3;kxK9K)Ix1|~i zEUAs4HyeRVn&Dfg#u>PXFoaYNAp?MsAqQnQ>29EIcNf&{E+U^4{6aTGrmtC~?msNV z^Y;_q*3v#6#l41&8(V-7a5ZR3IXwsq)?1Tu(gN4@cWr+!(s;eN>XlwtM22kT&^qug`=wV6)WkCR(i<7Wmd`7#21}P`Hj3(oK z{s~Z01F~mAIt;s?0}oX#tx_x4?V^Ku15!v#)GbdEw+p{2jL^o6Ci^|5bCFob81#`i z$vfU(*sRbg91gYUqY6IiF$`{{c|nqNqd)Zx9ROdKrP=z=f<@~pB3Dl}uXp_sU=l!C zu~;F!vD{jawpDJpeYrT`C;Tq@?&ARg%_EWEJR?QtH8v6}i`ZE>{%5=-SyI~ppF!@) z=9z2uhHJk*I~moYfaIp*1vO7IQe+k^k7n) zV28l-(Sl@qybe&0&Vsz3q#F4Zqjc|fj2HIRkQN%d3cYkPUVhbw_y{Gq1&q3c(@*>V z@YfBgCmQjSNM&{pxFCCM7I-{kXfEzBtcVqxgRaQCzxXh{QI)A@7G)mqMtOyVAj0e7 zhQ%a(;V!*<)F#8wXxa+(<@9gZPQ<53-<-`*^xns(GeVUyYAo``(uISEk6G~d7b{1z=%MYt`dapfl#dL*2W-={a8}>FR z=7|>o<;I3gaxDED8Nhj>=0FjLWD!Th`HnE8Dr-vUadGR#H<_0t%;Zn(Ev1iJ<3gL$ zAgVbi8GI|FzUI3roeFx+u^~4Zw$j1vyP@#e-kan<-8CXs{6wkWl=$rzx7Ng)emvr+ z+*WLP;uf8q9^FwNg`_`b-uUX8i2l4pH3g5e{qC=D8>p(qqk%%_D%VJhZ2le7X%30# zN>e;IdeEs3ii*(B+hH=BC%rZ4>IkTgR5L6~(f)z(&mLnyJxx)OAL+6P=8VyK_AdmM zLGI#nRmC0C3=d7D2q~23NOq#h^C0A7EB9%q6BM^#^3?^Q!NiCxv&=DNpWNvu*48(> zx`YBXaVmhj>X$n44ZY>vV_Lrls~-365wCvL(}iy)nl97fIaZkw^aZx?#yaWKet;z( zX($pAcKv-qU%?yL*&>av{Yj+pF4NoE(MB2KKB-$~OYe_O%uGV;vd*#*{}691Lj?0} z^KyHmLC6}5#mSJJoxAU%3(_6fXgsK$*kTWufO1wQhoM8{lRdy+ig*!5qGJt?&y%HD z?QVVDJo_N51{?uE?rJ2u*9Oi8yjj;LGky$5c>w7Bnx5)++834dy;Cl`ivHe$U>)K1 z>47t}%%^0l&SDpbj->x>Lu}eqBKP6G3Z0e zx^xX8Kt;#~tm0G`?I}(rx6qU4!DIMgbjM|PjNN4TtiwyeN>8xATkbC)|Iei;h1Him zP`#^2b)%%Ro@i<`(HbvSH(CUy3{oOY)$b%icI_Xc6inHfPuyv4OpX(cIANMio1@q}gktC?AY7F%o5ofusMZXoxB zqo$+<4#SCL>;}k(s=QrusDvV}!FQu$PYI!g9_9gNi}n!=2?4K0#dOv$ZtOq%na8p{ zHc3T%W0f3}wiLldREUji?a^o!o861_hNCJhzI|(1Xng@K&4r6{`2A*3j)Ntu7R z8fx-!+fW1|Dn7t9BHsT>m_YOO-&u;cH~x2aL>QXxP-qDzV0Md`AIWWp1t9!prk~(s z&lL6U%)PTrsDU$OW{6-^-2gbomwUtewq1*S4;^SORc`~#Y|Ub47b+d$s+u0|aDS{U zp+P|#bTgkJucc}B&z84`f*5vf?=GA9y z8d{2qD=5r;1jFBx*|~+^Wh8 zha>Fghc`~Gn@T3E1fP{i4?d?Bn7#j$*=ZxYD#Y8&20pCUIlFrky=ZXKL}xlGCF$Ui z$6Arh&mdyHNJ>c|AikmE7Lq-dEjq3r=0*wKD*)CUFU0q^T+Qo7H&H&QN@QVKU6R4d zY^xCb<~S>STf%;c*bJ~X;HbRJV&~>yHfYPr(h!#m-cw|EDKggSV^k{F4Xlr&Z#1}nz4Rw$H(bPb+_UvqeJxf zTeBb|YFA@Ix@^lk^W<`!qW{e8k~=3ESdiAg)T^Onam?s~B`l4qSZC|%nrj8wBw*6{W|VtGY0pz%xUrG`{)I@9-_(BVZtZB z>w%k1@8Wu5HSj}cgWmG(BnZaGhcp34pf5F~7W8(fi@8tTcW5SYwPe>US_Dvb)}^~Y z8AlRupe-Sq;FFw7kwm8@~lRx4D_>Y z+7-JPE1Yp0l$Qgz5c|pwkk7p_YkDOF9dm$rAh4ywnPN0L(}Sx_l0y z;#NpkS0Ky<>jKP1qG3@2FrT0KQO2~yIs7DP6}C$4_Mat!mW!tLpt-hMr$dy2qPoJ@ zpNTfyq0|Z=AoUyX2`BGX#kt(b$z{9yTZEC9L%2C!EdeSoSBhuXOxl)z)9qlAwd2Jr zXPG06T%CRw+dDXP`JRYl@Fm3nZ>D+#?PfGm} z2)W)81xe4}MumZt8OCp68m+(YY!nE|Qg68^tH=x4bMc0Kl@h>l7lAd~KV1tY{54$t z=+x}z>O)HkJ^nJ`czCioCVzv{wtVO=FT2Ntj;(#$C^$=IXCrwf-^?`H;X`QCDGBcx zDX`+bdvnuxqv;8eoAGp!Os(ps_5<7$21+ermFB_sUUalI)MO zmZavwSV&HXRY>F*ek82K+FZMMj+`;|0|ZFfdu`(z=>}m&J+u%g0Tmw5D6q(wnQcPU^K-vCpu#^n7;9 zq{T>^yNu;P-z5^(%*Nz9x7jypB@f_$-i*!9;Sr7>x;DwFZsM;{g? z6SqrKrI29icp{qUl2x;F&ExGy^>4tfnCnEGQRHfSslj*lS_8;Gxm(uZ_MwYWNAQ%w8IZw{9#m#WmtJXyr z6#lMDsr@_|9htDrm^SQW3wabfJLZ{)8TD4QoImoLmX}I#-L88T5N2BR?5GI1D~?iS zu?n&bDIc7d27(0Fr1giu;6@DL?U~72tku{W`Dya&^D4-0CYs`o?*3B;xBb{rC?`=z8UnM-M%pfXC723KL+OBOjm>reNKSA&Pi zq$IV~{v&WH;sYkW4>@VOlUYvu*sl6>tt4BjnW>pBrsomyWjzfLqONU{Jz;{4*V=(r zu+pMb#^~%*#}&YNYgCMk68BZ?puho(SkV4#>X3G7DasO~uhS*TzZe5n*q%s#ln;Ds zBCE@=jp^pK30*TuYLcD~UO%2BtVP={#oCNnSqS4Mttp#la@76R)6ZQ%y#ko$*ay}z zo#rpx8*02zS7sEazfot=t>ENejJ&ev8Ev#Y5C0@{3)o9V2)i2F*BQW2M)PAV5}FtJ zn8#OrdLSNjC8zmVuaye(!9!gSaEh3nHj=FCnfP3ClXQ!%4vwoI$F?xdFtQA`Z*sT= zE_o~xN+n#Yf2klK8EbTDKoW{xN`H?&1|?()D9Asq9e){%zn8_tnx1q-252akrNcfs zt6JS#88l6$B*xrR33etxz8{IC|A%SEDu@SxH30+QN&HVs1p&yX{Wp7UPx~*vwC?(? zlFN0)H;u(`b$SaDN?BLFtg)tR-U1xe5DsjE0Oj+6I=?iqiB^Wu`{}8r3rG4q zxq|h@i~ozVw~UJF@7uly5D`U?6eLDzK~TCG5CIYCZWYOq?%afQ2?(Pg4APAt-AGAy zcQ*_@#Ej4Oyz2a4_kF*3UbtMMvSu@T_U{|V@j2GUN4np z7d*2yZ|hKhekB$tvPXuSM;Rx*oE$Ew3taq>(%{ z;j}azU16iy0PdCpTtt7LeK$EtwFp#6^#NIICD>{UB*hzw_zmb)g$|5aOX|ink#uCLMmv9soFR z3Y`u?JisI?Mb*$&yIWZL@}nZA-a?p%80H){=%pQ1l+_Sb=sNx* z^I6BU+&~ZqgR{DDY>(W)`f!fJyRvUCtYjvA%-ykok_ZlK0vR^j68)TY$o5)iJyJq* ziSS~Aoq;XG>h}{8S3l?bvuJz(-@cd$1ZcqV$yszQLaDh>^*L$ zeRG(g-Wp)6-m}v?WUWf}l2C9?cBSUDxc^mT1vxK-hfgg5CZ7)b*ntwNcym zVyRv`!Lu8qNQA(sJB!^t>>xs@3Oa=)8hW4TLHv88=J|fx;n9l*m23szT)(>6>c8(y$(cFXl9NcQw`8XMc2n080P|s% zFpg?hbJ8k5UvGe?t@T*kK z#lDw!8p(#b?2-g8Un05U?g5s%pwu$yJ5dy?}}0HKF-!%E-y0 zvumu>>`M*puN}tO=Aca$^QwM8vwWAlOODFCP76EWj9tuT>5eeUB1tcFS5g%y+0h11 zG2+&@xm}I`vmU8GA!*G1`v4KbNcwq^}V}Njn zBP|h5l15fht_yl|n;M!^fhxUoR|L8BGbQSXZl$^^ z5rV*Yz&~b3>Rw-Ft>BfFvb>Zs$;NA==i6hIh8?@GNk8c?FI~s=~5i5l8GLvyeiGL8f?ewW6&&?G|njI@Zq>MK4yOBxY1E% z+>fkNNtcIt(#q3+3fy^tM+{E9=^w}=FC_YYe4+z|px%S&z%y?@hdO8$eEh%N!+rvP zeJXkXkKqek2O*varkPb4;2OuH}oh8ctVL66clSp=*Vp|59Dl^O@g5w|J)OvhJxI(3y5NkPGI?dJ0TLU+eeT_m8*qPB>nX zk4%;>`bs985UI)Ecue#%kItHs6p+L9Z-(g5!2peESdh)m?4_XwwzmbN4r|XXfw7;& z4CG#}@&B7D4-QZ2wsJ)q3iQOp`bZ2^I83`F^cVSXbUxFo{CcN`iH%7@vSQl1Wpga1 z1RXviT{-von48*nA78wx1~l1qS&L?!1-f%(kKK87^HpXL@CzeN=fhF%skp5lzA#@H zcb`%2_&9_tMzO^KK-GkKZ-paO5Ul#Adf(YIofJU`)_K_Ef+Rs9{OsO@E zAq*Q0?~S($Xg_KZbqfX=Qxd#^{X&w%FXL`hMHMYd2$DSUar6LNbZ4op%jdSK?&Gf= zb+0=&MaSiGfaPQ>o9xQUpw(m2Pj%jD?@gI%Fzgj5cQ&8Bp?98zCdFpoIcL?}|?*yWqmC%ltOaHb+yc0kW~_PS_i+{nfW@-QgLf|mV?rKR!y2Tjfr~Y#tG%F z@jbM_;u@+y-X-6XS0PW)ilT~fTTfc=HZD`Q#zP{yNYZxCEbtSXgEnZrR4hz#4auH< z*}!l|Q|`LC5004U$ANPGFIL>bxX*Z4j`8+0lUaj<+CaO+t4W(_M_~ebC5UCbv;&kG zXJE^i5Vaq+OgjfCk6foHU-e$Sz&b}Yd4<@0E>%l}pzxg$j|6Zi5GW#CQhiD~l#CNz zivyV=Q6RkYFG1=fLj?;3&MJ~r@}B#1mAl)QV<{0<6N!oOM(jUrV(S>GAm6+FJ5l~% zBWS)OJknBIv1xH^HcIsRj&~Zfr5u6j@i#0(!X_5MAdmYH;U|D=5&x-~JpLKzI0ad5 zWPq{4VV!*GIPAyxo?g-;5u=g-KCs#j*)py&_BfR5SU$eu+&w&)+OWOw>u~iPB#7!l zol7^2j&t3f&`og!+{E*DS2jZhW7;tAhElYAL1)&F3LBWp=a{(1ICfV%cIc$j(2QYm zm^EV<*Y0wMYi^4jpbbkgGj?xeVR@1U@Cr#C*~7SVz+@K^5T6_qDyp22w_OH5vxDC) zEODSO>Mccle9T?v3XxWoBV4ZmZcSdxR1M#8_dVMG)u9kUaeSTDSK)Z2!fc8syumPb zVpVZ?vkEDaL{0niIwB@V13ey;^U;Q})v)`xD(yn&8r)1C89iw2Y#-eA6>J2$VB0qK ztKf3?3-D^sqT*2Bs5cqY+*_D$HN8h0I!sGPsGLftZ5&9?0|dV+Ht zoR#mM4#I!8;^-O9dv)7{$e2sp>!{7&_sbEx_j8V%JPnSMt^`PT&TF$eHHg@D2cK4w z6HT5AOSF3ov<-j&!W>N59{@6>U_7>T*W}9SSCY@M;FkWwxHymbCQkBGCRmjHQht@X zz0W{Fzx}(`m%$5|s&$H9R_a#;T78C#cl~!FB zJf+}zBWCG_#ZemJCg^h7i}+yi0r{HbFn2~@3h;fYivdAx>fxQD_4|MuE;c(Ydi$an z+QV(Q@ff75f8Ua#J<%4n(d&f7w8*l><_qb78ZJEOu%7^1P4J9e(v_R@Vp6ot^J!ut z|KuT$!sKMJLGs=OZl_4H$pX~YJvLtQN7q3R9UpCvWV3Qzm{Lccb)J_^#)36pO2;%X zuMoiJGM!brH(bjf#blJ5pD{?J4U50Y9k>h?n(@Fu9C;|NwXge)uVf&)@4 zr3>b=&>5*H`rSs3!Hvc`&G47|`jooT9fSEE{T>%lE(EeM<$V`AG$?D`fuNGN#M!b9 z=4JyADWphN%0aXDSR#Y6X8QbwtsNjo!82wxq8;w}l#_|`iW1nU0X5gw=~L{Z?FAy7 zb0J`|bXt0qcv+#oPoWVbk&i)AIRp>#25d29oIW7bJ~}qzArmvBZaCx z2qSmghp+$dKDfX72L0aBmhanSJ&c`X1~2>f?J4k?@1OsE!Q^SFo}BK}XcP z;^g!44Q!DS3@(vDCxC|z=>k_YqPRt1#6DKE{`JO?n}0QiGarnm7I#;aN7aiG=cG-x z=P0g=E1kXl$@09c3fd;JQ6jLPN&Vb~vPRT?^7n21(K5y29oFUTlbWj#P}-O~>$LAMcpGwgMx*X-nj{F!(S_3} z^L&z%eLoAf5C0Z^sx`-kl^Tbg9zd}HoGc~ps==_PTk#=*Ds{x~tDH5yay9Ne!)aP% z9wd+jmtX{s|3C!ruE7SE15~B`fh753fsF(ga0co76AZ`!^;t#)M*`pfr+^#8SDXx= z(FY8l61>ZkME@>wXCar0BUz@&Ux&h8y}bJJIi{H7F2jcoRDAchn4Al6kCy`m7pP!O zk$*GGD*m>pjf5aW!U;PEqAjubAcyjkWSB`!hfcJP=dw)S09I%w=Bk$GwPG`nhdNS9P_s>Lpgzdz* zXkZpJ7Pcm`&|ZrL22hfQjvTAIZRgu}Fky_gKd^MaXOn8#1=U zuG*bJWGpC@dm1U4bv;lO2cX8WRC)$8?hnS7*?;vpABhjlg}SPtAsI11Ns;qqb`CMZ z(kvb!E|&tzLV}3LMH!N>s^3*sMu;&6;YP-PW2bxnZGy+j#$nk=p}4rLGS}YT9q%gR zGHEA=_$B+9q!&%-Wj~`!)7Pq!(?Nv%i21l3t$Nc%`rIcHc}e7c_(sKDPa7eF(fi7+ zhKkIwH}S+AF%2q|KS5>1gs7j*)7Gv^{0rtz;$>%cWc!^;pZ zk>9T#9kz6)5VVHoGpe)Iv`Z!!y{x*}8L9a>f{PT~Sof{-^glf<5KL5?E`jo;7Fzc~ z{;|5%`M>YH({O>j?Fp*NB!SbulWb1mqSZJL2y^CJ1yeslVVYgISR3})U_JEhS%WoJ z7>A%I)O+}qyqQ|pe0IW`sM@#w--UARMD zo!3c<;d>5<-SEh=bex?*N4*d1XEK$;I{0K{ddZmP^Z}6;4ffL;dn9f?_D{SYrFAh6 z)0g%*XU&CScVBv5dUtNAxf3ixQVF@Q;b4S9m*C{?+a%s%KfIchJN61pkiZV7J}=vl zr6`hCZLC~W){Nd`YV$BjH|QSEMe-r5pExlrq=}-D>18|`sh-%;6>7)5ced!<-TVa- zb5@D;WNlbN227{=9~$>7Mo9=fy=$;qG1n6DA@Ys*mny1d4gZ!+k_I0_#9MPP@?)PL zNB&6(3Fi9=m#G0*0y|x?y=rVa@*P?CiJM!SLUPhf6Y~X53=R@hgVXtc4~b?&1l8ew z26P0LXY_0(J4|UhQ1Us-@T~t4Ael|0WmoNlRBKscSWH)u1yEGcjs$mi8_Ca^^s4g# zu8UObwf}~(;4IhfCnimFM9hhtEibdmat#^mA|GE9lPu{21TI2hrxLfl3o?AZ-;0)B zGK5|`oo4?FY56yTCSP>oT5W;)QPUC^_bNFLTU43Zd$!G)DUh!v5^H!I9C$Eru z!e;(nwa-2S?X+0SGfxiI8h_uDp&0bN++_7~lZy`|gXG3F7gN^ZeLm)-=S;4W*P3kF z)d{6Ucv}G-euC_UU{%%+3zJ`L!gy+A8!Pn2=UtZa131OK`MkXZqoZ=$vo5LNOhDUy zNaavvpbQ+VY-6W?5dQ#TM* zuT`=g!rDLF?-8GSp>``~Q=!##$I!j2f>^c=`}L$=BqXv_g;ZlHr=+j$X?sE=Jvssl zibW`%oBLF{xd(Ws-c;#c@ITnpSMnh-k<>-IU1=-@jpyN-um8fzeIV9nqVsCvCiyXE zTm(YYO;DfQjh~8~8|%L#Jn|5Ra{4kgzS-cK8Z$CZReee`o{q8*MFcDc zHv}*yJk0qu4UTwE2I#f~9gW&?!iuQ`o|wk5c9-I%WJ366=uRmQoK*>WQ-uy?!Le6HzkA_cu(Y>=lgj`I1Sg8gf;FZ7K04 zm8ytL;0ZrY)<2HC(GS_jd!$`Grgu*%*A{MoCK(YBpaim%)N4S#_XFg>kz^na=sN2) z!GJYh76TaTG~paB7zfB{%Hn_hvIr54gM&D`&lBD@n6PCGpEP#hxN&C97li%H{PYfz z+#mU7Dk1BzaIfC;@?)Ik1B#$@5rbq9SvjDkftjz7z<%u~X_GLXX=~)G!gjb-KPEF^ zdf0IxRC?j#@rDmvYJoH*cp9@P^Fu@UeKDmOHZi`aA0?X#z(Kpmw^L4K&1KBY!P?{% zQ1GU#SAfpQ()S$kvazhG?TWeR_;}hRWS-(dgio%8`X_W6CN=vm2+%g>czUiKiVyP+YZ zLeH;9iAp%udln)p_YFtqO=B5`*s% z(pZqP6SXl&z7y%37cTKc0j&$fXvPKG1oOKi+|2dKB;Z@u{8vr`;?LNEB|)7ROA~hX z5c}Q!fjae!N8QFJSK{lB^ujd4D{Jju#WCqtsnC(QRt3cQzN#Nl%s7vt~swb9+(UNvE)(zGvE zJ=wdknm7WK$Iy@EMKUWf;Vuz#fKGit_mEcHE!xnY_)<+eKZr(rWYRQRYnk4l6-s{K zjhAcE<6*kqM|4wNxl>A)azLs(XYG{f5ORk6%f5L8bWYITTo5M`VnY>$|93~CiqE&q zsu7$x>O~&2qhdmecdfm#`3HjWT*zfDE3Xzw8m9pkB886Ah+2vh2?%KB=R2D&H4$P_x1>A%fs-V=tLl}ESacDSj3$n z8A|Dg0f9EZbl;^2Dm{4FH0N@|w*mT{FcwWpQJaXcN76*7q-@-=X2+J*0JQGTQ7kC4T}O^uiIec|)`x*~9ye=JSmn`fhrEh}Uy75RpWig?Ozd2>LlZ6{&kJ(V zLVuCs3mBjY8xf5>G-+*`PK6q&-{|WL*83r188d%fE!pZK&vaSOM!!;Wkpj~V=sTp= zUuez0Fo`c)13We<`@u!DSq|{a?2iuQR#Uvo*}=tDg?H1buZ7Xn*4}u&x7gwRYi5S~ z5&b?BiC@5CMwy^{A@pGTt|RcD%gS_@hRIj-`r_V#x($_#(U0KDWbo_)i>=YqB#`13 za|7{RABP?B4u&g@Gl^)?$FT+0VC!jMF}emih>*vsVCdG-U#;|C{>b~%uy^h=8AKYJ zX+%-1GIYZ;FoIkL@TH%XNTAt3n!vynsA`)|*u397ZLMIR5q#0qd3`kzjuz@*Y8m&e zrpkuT1d_EC{d#P4!L<<8>OV26L&a!K`S!6*$*PZ}N=RN<^Dmj9n`pimAfy3X!fE@w}T3 z&f#6VDTSr(Ok=3%Pa73~n~O;tdaZ5g*gHqzS(SGJ#W<-{l#hB_<)ZF3BFP;+!3WxM z@->Qc*m+NI;#HZV!OLHA4L-V;@w4NdUt}^YD{JXPD=TiSuC0EsbvlR{F1O5o&{36z z22{NE0R785VrEzo0~!f?0(GBYC5TBOlmb2Q9Ay(SeVV))V$aI1v!19f#&HTW4it|y zhAqd$=m!^gU}C{7hZXCmUB$dd$1LEC;q~&y@rOTGcq z+Iv>v(TD3*+%&qlmmkhnav?+L020VPL{`BkO%;X8hp8<$pcX<(nsU?l>XPyy!GPp1# z^9S%GCr;wE8S=(?LXjsK&DP#VS2D&s!RpFe~kKMiO zS3lfn3445T@pZo~3c7{GHY9JV}G znV-f|)Khri|Bcg(`P%o`m$4zW{(Si?_H2QuH8*`-k;btT){NG;+{M7%n)RE`1_D2@ zncwACSXJy-UR^;tJ_86`ui`GeVgAEIvXqnFgKDxK8@~?7 z;o#deh8?TF0_0;?FMzriGj+bcn>3r8BARM(f!nTXE&WBe6PCxm!_UX2bWcRt)60c_ z{Wyi)+PuuxSA0v9gVmQlg0?xsLW{cD@%k-L<~13wZ21jF*iYn+W--#jOo!L(ft|IL zNlJ}HIUaGj*eAah)St<(;(H2cHH{PrD4N=N;r5U|1Qz3NNwzt%LGG18_Iwna!^ZRwJR!fy{`eOyNYZA4~@po`vcGS<%Q+DI!Njkiz zy(GiZ3p=1(-BauRq>B724ya;&v-n9^K=IXKacth6JYqK< zx%g#~9N3+MA%?4CaDgtP!>5=AVDq$)W7Ph$`u2bZUSN=?z_vo&NYq5p@aQS%_^cBD zk+0v8Llu=Vx6QX=Rxf+_%~m30^czV>@x&MJx8sreKB-}MpuB7KTbeGDIbe?01{P0u zJa2cah9Oul(7o4?-Pz6r419s{B7YeP8p&$|qxFg&$6eJO(eirGb*Ejahd^_b=hJ^T z;z2*2sHM5T>r~;mk;kyruxe|Nie`gKai~!Iwd5566X3JulB+;e6O(dBVz+Mzd3!stRz2C&ac|iZ9j_XbmD`vTQBO#A~UL z%+dV^Hne;^UCg;%tThYq-D{5#2d%gd{vMr=K!V99OB{P(S>Vpk9CZ7>!N#qgR51z& zHn>jHB~HNkO?UG>c?Uz~63g>>j_Rt&>)o`H8qz@U!F&BU_v<4#p~?Z{8XsnU1qBwW{~Xt5qEdS*3msgA<7ll&_7% zxja-|gW?h^JsY^d%G1J(yDSi+`Qoay{f)JLMR5*6f)le-Yc=$-h&I#2#9{tCV^j2z zOxD&Wex+;g)_FE;mY{gS#5hHCB5u9sS1BjZA10YsPF)l-7cy8Wb_HDSq#Y@q$G4~J z%1DgjQqN!vA%1;({v(&~eK_x{j0ivEDw*z1s)rJb zV-+>@HZz|{Zc0z$TytXO4abVSmIngFS#DK4_~@qICRkMb?M9|+hx8=R=1Y*MtgjCk zOip*&z{%Q)Om7#cZ9hl|jyIq1jM{5RDf{%mAPkqCEv;+0(YFyjw*sRw5(o+8XZ8C7 z@fD8hZMMi;c^8u_e45_57!!G|=Uj#5pU}s{bbg-gz3EBp%6>^6^9nM32<+k6(S<0Z zY?4h3YbL9l9!Mi-ZiI`e5C86iAZ}O zxFMuv;qJB2VyOSflU{`PenU-buk-*-^X+F2L3qM6UF)^ekY-du&YmzMpq?+1$nx%`BrY)lBYm-CrYZKK#IWQBx*!8wF{2yy)f|AkM})yQZyvUi6idNS9IX^{ zLJxX!wmrYzFb$6~Y_#pR-a2ytHT7O|It`5#BSj3`XUoD5r4!@inkm=!4*8S@#o4m- zrq~-s$vP;_2uRz0@tnsvlDyp~q>M0IilOv=UaKTyP~&Alv@Wp|4Q3<6jO6rsUMA(e zi$Aw2XzBsRz6}3fqaAA>m>N+kXjn5pGuSbeH$i847)FW@9KZYn z(Z&YiP1ksUGqSLZ`Dy(=M_bnEAr<@X4pzezT1~*-%~3L?{jDf<2#fk<##pQQ*B6g9 ze|ZV!b$4G?tzQ|)MW4}_RtK>LjlaxP{k`o-%^*!Mj5LNVs!+_LO|*gA=s;(lC&`R% z;?FlKf$FK>5+VaKvAdKra`^?cr`z7+ricN2gV?(Eo%=(ePih@hw0`ga)kLZ|FE`5` z$pfn0t@tm0Gba9Y>2qyutubC9j%N4tl1$nyDMMRrp~rIa4g2i^B&WW={F{RhWapTUuo6)WOv zMWFn!lP*){ssOXWl!ukUMJ|?*Y`MYiRR9=y%Bd$GEIM7b1deu&gs_4@F9~)Yc9x<#1Qx?J=$|ZC z-e-a_>m}L0`^ifR-o)<1#g^|!Jh|4h$n3L@qDx#?;@S>rmx7 z{J{jqT?O>5PlK@#|E}yi*+4bPUqDHMuoAFC`D6M2bym`QOtfsgyry+O;?3tej_b9D z9IX@wsvq{pyscqOC|-lMl5ir=Ykl>A|K*0Kr~BtA``{2tvIPZgWfmbyF}%#YT|ZM@ z`Jc3k>{AB&CXB+u#TAzcEX$MSf_d#JHJRBpGT%0*rtdy>PYm5cY-}qs7=Kcj8~lH7s>oD z6%HTy-18#PAfOS0jsg4M(3|Ea!DQ;NiLk{ZI z%8K}V(agYSXv3~V6Y}^7W7qaZ76TY(2WXQyn}=Y?xZudMC9PbuCP)%E<$ zRK5o!HhmpcDeBDp)nl%95Gt0lSco^|MFj@Mqz&jV9W*kcy;_gNTVPcc>I%1@7zV*p zup3Sc5npm7IsZ8v6cSJmKjeN9YttW_R*L_=rW?43X!&hi>=hkxVBEBL5ZFkCLLlsI zn#wCETduUGgQtDeM4vJRb}>|Z@9^OFgtkA8C`+!}3FF5wstRWI4jNGQ%l!^kJQaRN z>}k8GlZLiC^F>w0R~ms~pAr7kGHbF()o`baQiib|epP%py(9>aGcc0upC6v{-Bpz% z#g|_cF5r*c%YqJeoS-mdUNI_hkVe`h~=z&BDl+*FyluN%)E{%cedeR9wW) zDr?3k-MLPW#x4KtbK!nn|IzSP^7|a>FHg(#OS8VHe@lt;Y$*T9jwWvwl}JRqEi`1C zdCL7L+J!eJj;os*-$X4nXM~AzlQJbuzt3!`k9&AYPz66z?RO0U0Ox?n$!~jKA?B`j=ilaVEmj!6V;eu|!}T6jTd z_J-_{k@0r-#Dtf#Xn_i}#cokd3D7-CTwm!Ww1Y79nz^b{kiDeFV?MbKvcEKsFY;EM zAkNDBjj{q91P67}WA^1p08nPWbGu*>z%xQ;wtD1==Vi1cL{f<$)|vA?xfQxj+2}SH z)@*F>Q_5Y(hnQ8t)V_Of*b5(bxPMGh3G$V+D2glz?q*Y`RunC>GybHKzF=U7VHCS_ z$B4Uwlarl{)*WHZcmiGaxte&iRC04$R4BT_#}QbDYgg1C*Oy0qsa{}r_@qf3I6C1V z>)QS8{m5SF(Mf4SUPq<|ma)8~z;ofCTFXdAscg(fe;PZ^`9%fwvZm#fA!Jr7pJQ4@ z&Ph%^P(9+Oe4w`iDj2y0FQDOH|19INPEKCA#4y)DV(2}0JW}L#7xkO*-CYf8YAs7x z@ix$jo&vjM*p)jt!*baX=zPu-WgX60dh)f%v*Kv?$#z%e#rctyuY3wyfVixsLiw2K zYv(EPP(WJqluN9GD#_?zhMOhvx6~hqC6|4%ctehxM(WqCKF_H4=p3xybKFuLgq|hup9S9CG=&89176 zaExDXmiZ1oiT)lNOr!gr^h`Op!M6UtX+CCQSI}j7S3_{H$^$*!Hu;`WVtL>9e$#`F z$X+i09`=o%0n_cA>&pp~rGtAj@H4Lw(%FZYUFM_4l~L_hj#^&PU~TG$kpZ0jE}&;? z4sDHwi}LZ#L@YG}P>uHsvx#)7^w&FeidwY6f?X3mClAN=zZ3lo z)q5ZNTj${qTDr2>AlQ-=RDN7w;5xe21QS>SJ29(}UIgwbE+g@+^vBv1Db7{bWsQ^l zIbNPIlSx)c{QEzId>8`72i-s)c$dJAyK8Gvc2G2;GZ9L902E#eWR^GTMz%WKO@7tM z!|l1|-nBRVlQ`&brcH%*&SY*f!`Z=&{s-RNyGKp0AZJf0Ci!_g^9|PYUJ}c{liUGR zx_@5F92&GXQVs9fy3iQI^S*HEO;cFK2OcMwQ>!3o&MDWY?V4c}UHS64*7HvS#J+rc zS=PZ^W7E8mas_alM`NJ|aD-aBm;0H@pNs8*!WEv(D%=|zy z0`TC&iM8*!oyU|dx2&>+9xD=RPvso{z;J8~_Ys}f{G~f1Cq1*n#KRRof=A~@UeuXng|@WK{x^L-Ll|mH08dTva!^O<}Yt+W!xr1zxDE-o7DaX`l(2DPQTU5 zLL%#zU4Z+v$bDv8ZE7Z_)ZlLk%R>n?xmuC)T{-6fXrz$|_}`Dca+^C!C=7^gcU`dX zU*+XJu;{sW)3GhpPdiGMT3AEPhq$nZoJgBH%iV^}$5+}Aas3E(Xy3HNi5&zfnI>%5 zuO0y4wlXqZJI#@Gt9xQAFNjDJK)@T8wTkaOqL+)^Wj((>eaf>DQ z6A!A(L4Pa0y`urmcZAJnixb~1@nb@q=bG`(bT8=+%isNwjQ6`@Mr>2yav&BpafE=9 zq(+XsAxTNg%Z80E^Wmx4i;y(k*_(ek%#8_!B$Q}AnZxYVM9;CDBqo;h1lkX=% zmtdxvgA{|zmHc+44%GwvgoZYa*YD%J<(7VYfiQ^C9qt4gVPe9|VIjVRsJ@V}gTAQN zt;7890Sd&cvh$K)S@1?AzY&Ut0*ePE*0I}!^lK+W&)kD{^SdKO>GSi6C64v6B50co zZz-?)W43lng3@h(S?qnWvkkF?rdkPhJUgR9?)as?yQfjgdvAYg;VWGAzx=I5uOOMQ z6hT~fxX?!E;;x*qMEjTo)WG(8tz7lX-#9UGnwYpYU8LvixD-f5v>fsj#yntJ1 zy?dUp;TSu3sY4DfPFEJeK_Vd>d5(o*1*8~?vL~mllFTZiKEmm<>ff=)5=*H*ldOmy zA8udSd2D><5vL@%o5{<8A90>I%RNSbJPX^>u16S_;L_seaUGtkzur7z&Z~wq1EAa|<97tOpG-}@ zx&LKnB1`dqHn;Ym>Ft^}7p-`uxOc4IbymV@@u}CL%GW6YI!`&PrpDp$`E%;#c2-2* ztH@3HrIeB*0ypWu50vi+oX5EEDo}}Bhl5B<#-)mXV=Wn%{iF))PdfkcmA@U!2Y@mq z4;?5wWXwP2;v?CzdLw<#FjLlVTW*<8>VW{=aVy-8tGz9cg7lFGb8J99I}LOEAkO>` zFfdCD1z_%aLa{`kn0-0Ft9r=Wl&*k@?m z`IRn!wAnq_55$Kf_HsfG$hNM0F!s@H+H6(GwajPgt$nvoW8>I5RtP23IzZ$t zF>36?*gx@}sPfp+!s>@BzM~uYH-~R712l!Osme~ZK$-CpHXS3$Wy|&-wvpS^VkCVx zeHwD{#;(=CSe!4gT_#gdsidae=hXP5A)M2IQ(K`oZktM0&t~q^yX~j-1dBE%ZQ+}_ z@hvvG2-Rks$A6zTBEU+$&mr_B3jZ6IXPM!=p~dftk5Rn@+RT`-^K1VN2z?ags;Eh4 zvfS9-uDATs%p9RD&zcHfq9H?MbN;8s6@i`R0A6CyN39JDyH?3|mw%qDGiLVKj^;My zO=CF;N_j`1?SyhI?CN=XXz_kMG`BVL)fL%^;-~p){O9qVN?fBjdoEGnD2AyR0iyVK z1~4=>I?gHDJ%+QmM}#Q*759_oHmhf;@NYvM6);cF%WI|1j>f%3K!uKW%ek8O&B!if`lj!`UNFx7 zoJtk-C3I<`jfpOkm-nxo3rXo`LH)N)kCBD1`@qP zbJKmR9o>aJbcc0sO7X-rPZ^UDVsp3}fX*q`^BINV{R-O7$2M?sB~E)@72Rwg(0WN*a#cP%n}#!30-%TYCUPufr^ zt!}76^%s9K=otPzv!^@;UNURfq7Dgck7TjBSiC$$`zv3JpqR@YFsND>mgS~@KhzmY zZ%H<5HIlXVxg{-CP(91>ncC+gVX(3$1Cvb<4s*El;)WC9;0I6TmuURfgp=Xiygas& zR=D-cKn9uAK&6v@BQZK?>3~l5>6t{&1uAOTKslLNZ6{iqVKE6Zh`2im+MTv0a9<$8 zhHxJN)v){CMyQE^Q}f|d%ErV!HKVxcdy_ZbJNDv(Ig&G;A(-2jO&Co1AIQonJ~FJ> z1#L@jWz5jX0cXN$Ss{ z4~si%UwxCuvihnt&eOZQ6RP1aMUO-%&*4fVUd`dk0m$MVDlEfbiHlcx!rmSu@9$EG zq5mc!9xMtRr_YSSHg(4SKo0hD{y?C)v~3fQeJJC>*GS$&+a1w3k?{O`wD+#P5g>XD zqRcH1z>oQ$kRcePbPo(tnm(xKSyp0ezkI^LRvxVT=+2W@=hA9JZg($Q@8PiLlvqQ4 zVyX}tW4Ls}_7mW@|G$0;IGg^TcRxQ4$-iC4hA%UE0<2B$TJ!2EN{pTMDphKgMGDL9 z-{E6t+f;%$BYatF%7V) zW4H`TvP&k^o2h&w`scEB$Famyre-tD@8p+q^KAE`Hte(Ei9n3!NDlQQTO~E z&d{&>%pdnH++X=I#m2mxDRPc)8KebF1iTel&(Fe!_H40mm+I1woX(R*3eeX-b%ra} zU{sRSCg@^pPa6Y6s&GZJz-@K8Y3AEAp92SPzE&7JSv!o=+p6_Rlm?#Fk~Ob5 zXlZ{aZQhn*NQqH8)M-r>s0oy=K+&2=+gMS=zD`6ePeO2Swe%G4LMC@&I{ZYysf@8l zVry&Sw#uiY{(Ui9RewOvdj2paB_G@8&_Vjb!75ROrc6hU4o^piEHbSO5Xj_| z_uR~~snlhSk8QH0(T%qE0p#sTgxfuWIs+S@TF+BeqO|5JKI*?Wg8?qP&}<{{F} zZSL$z1;KqFBev~W5jCy(IquUoS*G4@of?=K;m@aI;p33U7QSb@jKY3*u(5+X;KYg8 zG&>&Ld8|4d7%4X=wWp5e{8fo1LKUS(*s&$O#n1X2=@G}%BPiy11B|av`}-+>0T8q| zJ{uON%wo+bRN#$*O4#kwTjt@*x7LGS#66}E6{Rb9Oml-_*^d`Md>_U&MKllNJ_PK-z4bEPg%lp7 z{^V=79S+raZ`LDn!w+(%F%iufScUoSO(`+l%B){hOCBR?;KD9})!_o;?ri5-YZNyN zlUqfrQ+4Mx!K=!rBm%E0VCUlhcw9Nsoa{_;oqjP3)~yfbF}iu-oju*QF}SCJ)=8l? zxdu>530L|V*7vQ8%4ZFliGbks8!;fnb_4Na7MGqbS?cg6V%dk4OXX#qVzM5u5K%y( zXaU}DrosQOy6*~WGThdrNtE6RT`7W8=`AD((nJJQdQ%YT0@CYGM|x9G6oLxUL8SNI zM0)Rp-btttLiYT7pPAWb&c&H$F6V+=Lh^@it@XX@EmK(;Zx)H}{Iig${qu$1%XD-CHI%Kt66r58u%H&A`!t9Av|Mg)qR>p{U z|M}b>0s|PZpMo4udn1LO{5#rCUj1Z*c1lDAhgvIoBv${WI{Y`i?UgUjYI^kAqRQsL zqw0w}sY`c+J{OEWVCiMEsNYOt07cgMon5u#qU*_jQUnrzkIFWvlQPTSh7gAKJh3MZ z_}AOw>O=$Gx)i>1+p|04gOuA(JLYzX6bUEFZb3LhHXBVdR_2L(GBQVrsDRz*1e{+U zmRz@{Y4Sx=ree%vO%Z+L@c5JZj6|X6e-K0^f-^d?*YFjF`X2-wIn>JGUDL9X=H1Lu zUfux?Bu^90zdJD)fpb!@(X-yt|1u}3e=XT=;TSEGp8uOVG-Xk#%|m4oTa-wuF9^cslT-CgP#Gb=9q9=60N#`{ZVQjJ6FZipnJ=8XE1@eH{7rz2vqUP6v7ZRt!#oKZxs9KBYo%+ygq1p=2 z_rDMuOwBAjz!5v&XSnJ9GuJi>?QsMJMYP)gn!Yj&Cy7|3++406V0o>AzED2yZsc-c z>KwRS^WF#AoW@QM9t|6f=YUC|?+!)yEil?FeJ}9=-Z^Ak8Df(}cW%e!X!x8bSnnS8 zIEhtT##qPNC44LhW9Xmx1NoD%Ta(H5J&;s2LZL)!KKasu3Ws;`-{G@zk)~503n{yfkmBw9(z%l-ljW>GSw^ZUmHM zJtdKF&r00)aIMEu7Nd?Vtqt*Nl(eJMSdTNwU9O%zK?>U(+2j!f==L=J-G?(e_ACOi zRXuVn(YAJk(W?>&*3DoFtk2^XtdegnQ*xizEq;^P5jtfya1fMGx;5xxw&2*xh+{0@ zzFdwf!zt_+)EsznZ3P}u$a14ujO2z%n@*G)v1uz@RE}`Exb|tIC_8}rn88jnE}o7o zEZ03H^}a6rJt1O$5|EpyUPQRd00$Hv2m4UEdfbES8$q;|W@sbS#!=X5+`ys*lajWc z&_`9$V;l1oI=Oz{w4?_|mU;ia{;K*pkbbpsxAlUiFRjYN8V{?hLwPVH6O$UIjrBiA zyx0bWUN)}$J{OlnCq6bj~0J<%ji^vj{*Up1JHXyQkop94L+Jw4L(p{UAVv5ZfT zX+xe9_KZCcncs`uXd&1(O^-zB*qJxQtVR9RKd^QW+heU?PEu_op62{mt`Lg=`*#~Q zt~>a~wAT(qd|s(!^kFV1DXj7X*W!x*)|acTP?%Mz?+@)6FW{!7z4-h$zt*-S z7vjc=e}FRo6aYW$J?e;;n3mRgz_fbsVu@1^dYE!NI2^2Sl^HuD7L9OZsvUo?N>Upp zlPDfJFRc8t_lFrGq__soj*0G|W?KgL$y`W_G0~Lo2`-)DGiGnYtLRFaCDf@AQRSVj z#MmSgY>NBZFvE-t@~StT&4HBTOTzaJSfs((da}|sK)eWQr~bE^T_^#wRO*fj(5%+s z?+_`oGJnMV-mL3!>{l&{Zv7Zy0*^h54}Pxi0)5t&sX=zs92c=pu|q7#Fsqy^KD2GS znpgE1eyPlwF)8owHoUvAYVs&nq=Ah)a#j&sZjaB<(pCm9Cl zgP!m_Q_+6PHe12mjlKoK*D%7+&`_l5rJ&pxG*w_ikUP?VBV=2EaN>U&qW#kp%}=B2 z8cdI|ni6SY_jT`UX(g;?>D3Mh&gCjtzj^^M`hDLvv}C#dR+Ye|3#imgRnBp56?5IY zWpk*-d+js@GeSR82B{dL)dL5rPh(fNUayC)-IU4EkN>K~;8T8kBA9w%K2SgILCw#p z4fK^ZUCsCNx5|df#(zU)+_XSXZl}PvpU!mSSnsANa{c1fyZsn*)lapC4S}F6AP0=! z9nO~+M&BG9+=()N(*pd-Hoehh3q4r-DR?iKAICSrJ6f9x~{#}7}sQF)XZ5aAhL4;9NG4v~yxfnDTK+hW}TcpiF7 zxuM>ATsl)o(#xe)RCk(j!hn)mEBwJoiPUH7$1-lbg1yBqP@w-p31Dsg_o4P!QW$@8 zh9ufkaEY*VSsX0ZUADY7W!Hu1|2S+!~G(? zO_>8a;B!W7)-TT%;oS?J8iH3{=Ac{iGa1QyL=YhS|6VmeEa4cjegP}Z+{YJ2YDrHg z$Tn%(n?6pFb66%MJ6Ny4xY_$y1~znyC?R>=wOKncTBhQ~{-ce;P(v z$pnfvVWdl2zRO0!_-%_Vdw}-*rbdfRsot9*zgAMAU+8q%-L0POnVKtXMhE4Yr`~A_ zU3sez(iWfO{$+X?&m6Z3=}^ovdK}&%>2!Zl&OX0Z!}Iq#>2Kn8$l(`GMLp7^X#Bn2 zRcd12`f=@=G28>E{C=V4A{V-NM(SO%^lhyk4JF6g{k7bg1^c;!jc%Yy^6?2TNndD- zPCZX{FYI!~02zrO_mUGi1D)w<*c_zew1m6sd3?2~EZ%W>u2WDo`x|max!`XH-f5Zi z+;b%xE}gTuFRt?@ai{(*F)k$eCakc1#bcKc(gAT{TMMqtHKnU@ev>1hU@iL_+4%-R zZ}rG1K9Cg~P_m=Y^ObFNm`=szsBAJ_fQ_x^eBrRolOIZ4&aYHFyA5J~;y}@KrdQ&( ziqf;J=CPiu5nZ}E!yX9o3_Sv6O4}1C0#OuK6a2^e+Tsaih!D@6KW`H^$*E) z2l#{rindUpy`thag;P87ex&$I#cPXm&dPDN=|MF9;oLeI(>u-Aq5k|qv#_MbITLB8fff@VGB9TBuY*S=H;MV=4;2%=w2 zuUOS#>i{_IB1=R?&)8z7DCXP7VFCs*$%5e{1uU?@Nfe$mqsx-I6=~3bbtv1t>?$#~ zG*`QSFS}9WeXz}t@t14)K8VLE8;5Q?vQlpB&?NP=r$Q$@4Vv!q2YE5zf=JLo+jTbB zUbOFZ*HuNS7HBC94TYqFz-3TH%JvhdlJuz~VAZGNs@THp(dUPa&4vcGb(9VK8o$MV z7q$yhKZ$B8{=c8z|6}I)e;#>&f0svw=SJ$bRi8>Hq&j58!xt-h_mnv;zy%BAGFD~N zMOG8*-w+vY_BY8h{m%=E?q4O0_ub=>AHB+i&I79|YLRAB)A~_5Y9cJ8*|BXU0pU#Y zP*_o-Wc%EwcaGyvlnx~5vQ?BF4X(2Ow#*fMx*IeWw7sfefyWa+P{op z2+Enh)b{AUv$A_?*4{u;pPba_hsXyJg;|erw{nMac0^@#WE}l2QO~2?65N z>o0Ab;?v4dqH%DIO%~qfn9Xzj%}cRV3t;k&4Jg!q#TFv?=yp4Py9XXtjJt=m2mn^6 zkXGZ>2{Ix|shhLwwc^5MzlazzEHyal%c8q1X)qcg_4BB{7mknLw2{CxR^l5Y8buLyL=(eJ5 z5irA+cV$Xt!aqA=>cZR%-X(odW}|q!kgCiM1~V#;5dNog2l*6ehkjGJW&s*Aj^-q4 zaW_aj8q=iJ_ohulddy3=?X}#+entOwy5%)JE_S*@ogSNfC;ouT<89GTxozFOaLdBA zYo{K6hD+P!$Wz-%pwwNUC7i_-HDd(v28G(n8U;I+x@#;g+<``^y^lZ>2$?;tsxYhj zpCddiusxeTf%98#PQMh-(7j=FU~o|mvsXXyv>Lzox{f~JKL^cGhCO^F)E z1)&qSo?_jf`fp7;wbhOoiHM6d)aIMr4zNvem`ii>K8$os&y9Fahd7*v6 zOQfvCU!^mONX3ojTARE(?{7ONYEbz1NZi{B*f&2}9dBnc)N2&>$q3O&S~Yk&uUq2= ztVr)mcj64tk6Yx?9y4rDo`K%o zH)3nthZ*&jaOwzZ0A&SqPzPkSXv_!xn6C`pw_}r>_ujWTDJw&S8zrF4v2V4kS*Pa` zzqQKtRl3Y?9R7pA%|=P`K$*GWAdB1VUN*s{yUz6&u`OhW zDF~jK3OTinZee{2`nY1Zz`Hfy1-$DcoU0ZDSg|Tc+Ke)*SoQ9QYQK!+W)~9XE0Ttq zolqKKchR!p-C1iqj?5CDv=HF>bEq~mLUjq1)2WH10imtor0m<%Rpn3z z!v^(=f?3`g<&Ot%viV+1-0vq-9tQD^Z3UsBx-!?NK+xhKc!vDQpg0`$g* zkJ(zNjAg(zrm^!j(y0nDHyiQyc<28k{Pq*4zk0yj zK4;%DRZc=%KhH`4n5?_1>G$JRo82>wdRuQe`iGe+E*l@Y6iY7%R%|U4%RuT0^dR}8 z#&BUwRNBfQi?oHw#+6j+yJ!768y~}zxx%uYqN~6a6QhUc&%VsOA`oG70ui>MDSpsc z&G6gLK#kQ!*-lG_w5|+Jm!a%9He!3mf#RQJM!ZDu7yiI$nV{7i=sV{ybz$bkoa!=L zqp3FlC5f*cuCikxc9%O)=FC^K##(hN7{yCHpY-(mlfDrv(Qx3q;AO~>#B)-r-A6h3 zp}XNXMylf1EgtKVPtZP|WQ|e+9W`H#wj>58S@_*)Ps)I2&CPX*;=I;}s66qH3*SSG zzu39qij#p>Y~(5f_A9(5v*jC1iL~k`RBhlL#mjd+e-1Vnva_~{cO8W~gAu;v24hE_ zN<0rIT!jz$sHIw8Wqr3JiG1*Zhv&|2Zx6XH#jHJ?u?iE^(lT}~I zAgcH!)l=o77~xM=sHXWs79{)3S1`()d1|jse4`&tz+joz&HHxR_K%nCZK@4O-#+oT zfxthOk#Qw)-fEdJdqQuiQvP1MK8O645=4FhQct|hK)B0b1n$f$HEv5f+!|vliK?8SlGYDZa(R9wdJhD7I40=?iq7 z%Q6Q`2id5x;m0XEWzKJ~Ik43NOyd`k1pZ!(UD)2$#ORfT*Tat|MUJw~3cBKWZ$>g| zGyaW}>(zbKJ>+hZ8oN?yFQkZd}SqaV@LC);Z=j*uZ%JXeR zWnj7DfmzSs$D#e{&x2PgzITN>iA3|IUaTF^&Ql`InJ7Wrw^-k#!LT*Y$yCq@U=2Eb z=5QE^!>tH#_}Cq;wfGy6wsJPn%=ON|u0}bpkX`TAD!frPd|3@10J ztC||4dC;_yILcyOS+A`f{@B6K>Ds ztvuBB<)pDUcU{D!7p2cySGvsfg}4JNW7OV9n@{QYUc2|8si=q(o5^fg2~K|t4M=l= zf7_6G*oEsnVMSf=bxr7FJI=^YTAbLjjK@=_h}dAt37emp8_s2n`}uq_nh^y1=6crhO1KcNB;r1((j$@!b!$AH z`VOxqMK_THl!--RoSViE2RND@w5Vu8cta<3{Rs~2%VFr@9^_5zcY|o1FzrUg!uePC z{Al!fy!8w|zB(V0G_{n+rhN}Y1TajxlyAy@{R7x0u(8Q(0g9i1CMA2~if>IFM{8SQ zF4A{i^R;A25Sw=r*k?>8*%csi6pF$& zN%LY|3oUkJr@ei=Bl+n}|BP1XwcY2_l$+D)t@eNuVFv#oiOx8z&yUUGu0=$-9eyM? zHm-U4@uyu(0N{dFDLD4;@JfCxPGw0k?#Xnuh58}KllJu*?Z%Avwog1T4 zYL)uW>ooY&gMR*CnKk&?tS@r4HX8KMk8^=Mk3H1|6ngOf+%0EuNo=_>q`I@4JU) z@3(?OUn#;$HDBf~t~fXpQ{HJ|_hfu&cj@B(FI69?>TUYF-pQJB>}&G41n*X&*7f%e zt!GmJa1EUx++i^EZY|8B@660D;yKazP*O{XXs*zcFEB*mr$Ov`>%4N|Pz0?rj z=x1@dT4KU>pTZuxS{oSIjJz>?A$b(LhtpmyW$REdnUF5-u8qhlxc?u$9kD(_ItVas z%=z>l-LP8DD@iCY5vmzg`a{NpdsJ~dAjM*{aaBpE)1No9C*M28M6 z97^KsIT+cy;cdConbp$Bx9(fv~ zWF1=$TAttDLtd_f!rkdV2$CjZ;0Lzl{6ep#zA@H9Fu?DnF^ftC-{;Lf!~zFMtcL&i zR+q$#dpgoYUvBEan#(*WJ)tc)Kz1jAp~C88W!U}aX}ymIs<8(vpPSu1yXzX&e2%A% zHND%OxXBN#DE$U&Lx!4P)^cwW$()nM6Un7Vu~)3e0;($1Djr!~0g>=YV0+Ji&v(HM;o;FNyXHSW$FpI>R~A{PISqbfIdJaVcm#dZ89d|X$CMWe#bAs&uIal0 zJm0VBYVuMQp<>N3xv`~(&+l-2dBwnA%y~+t&a2aF#qJVcj*wC(G+6;FR#Cw;<6WlS zc>s*WRrumL3_I=uO(sel%x=lT%ZJ1}>)jcUA~h5=uN~2!}jkH=eCf1L5>qnO!p9 zTZ{~4U%!$hKtu$7R#w8BW55K@1dy$Ku3Kwo-K9adeo3AT*}h?db^Yd0dWCSDrnVy= z^l|k)ZoDo0D2jZzW<=xbW;2;jx*zKjgazhHsbGlnR zj`xP4dka%ZKw>b50~ZZlx0l)HZM75+u33x!MEo5LRsi~i(Y4oJasMEA$XZdho#|4( z-%74#N7jEXWL7TuVsR7p&ZKf0A6@=B(&)g-#j@-gj9Cor1fX3bk@v)V4IwbhK)7ls=Dqx@8XZzk?h`#f zhmhC8N%-NMaczylCuH zXj>vY$g$woS9&$6Xk4WeMx~*rtmL<6>G2(2jUHc}%0e9|TH!~l(s!YGiA-?wI35Dk zyP8G>Tl2B!l)wrQj(boDEbK~@UY8F3DU}*@aqnzoujq^-=FR?M(0U8Uh0c$V=ACdx z)i*RJ!Of>rA>vzg1cb=I*CDX{^Vs87l;UV0?yr@#1$M7?&>8=s6*G^gMPiK_bkBXj zn5!!OnU=v?_>-Q+cmT3^J|x7pc3h0pMDKz^otk(W^#`0DMgWMH5W;9KTjz0c;Dr4T z0vme#*3P)MQmr23J$CO3j9an`X&K%0W622i_c;bIgEQyF-b=KY-WV9f$vK-BU1={u zCZYaN|6@g%LKeT_#a;a4zU z;f22~!6o#7{BiKe=U}7G`dYD#ZkF3m?X{~Y*I~afd_s7qV1I%f4m`38<)+i^j z4o*%?S@Vk6ukA~a7_c__!$_;tPP3`2Uw-K^U$_rMzURKb(Wrt?q^E^gCr@Y1lz?YW zeALp@R}|3H*~QeiTGDL`_+d-3?CnAJ%)ADA{Sdst zk^WW5>D4toC?MWyR>VK~y>|TgywC zQd5*apSyWc{;VEN^}!2$7RYqL9Iiu~8|>KdcSeIse!jMVt8*+ts7=8zX$3Gt-ke{s zltH?)S2U$6d{RzR{HYSU3>M>Igk9tIelVv~t&xOFO-+*@_>{dKY8vBJYJw?^r7xnq z%IO`+YXF+10m(0Gv_#5Wp<-C;+*YiuSadL}6Pyk0SxY}$*hgM{x-C;U$3-Fl6|C!R z_GzF>po&2iQ?lNtFs$hZ2ze4_%;~XTkUb$VMRl}KER34!E3k49&}mwhCU62>kYKXa z1IhDl0dV+-c^n(2$x?jm?7nA!lFZ@U^MIrZjbHL{VZ>`?N6F!-{#1^6!(eAE+!SMP zDE+l{ZEi$n1X??*0H(XAN0d9QR4|?bphGryz(d$w3a@E>th}gM+_6sd)}H_p{GM=w zbs3jsk#vOySJttYbS-XUHW-bVU#E5SDnP8c$HjdiZ9xcRJL}iU#LbCfm)3ZUv%6 zP6xCnXxq=P3T*7GfAbQ1gb^hyiciCGkAfRh+Phhg^r8Jme+= zJC`{~M`a1*M-L~QkxWQ4HqVxA|DEkyt zq_I)^DZfZ8U3MKZ6L;dX#SbmJ0M0*wwB{sApxy(wS~j(|A{PFGiJNIcB)CtZQ}DIn zkdOQ;-t2`JHr1}aTPSc+CET|%sBev!h0tE7KQup@|8i)E-#*QuB3@IE`LTn9RQZ+) zqvH0bX?UFrhzV?*Po}f;Cr&IbI(+P~CaB}Cv~y>VZD^=bli5nCY>y?t5%+Myt}%A* z9-W$#k3nF;?N`52mdC0B6~CHd?UXA=OL8-{ogU64h~Mbzhb0pn?I_dl&IS6{BnA8! z#1|bxLhFGV7$O8qzgGdJ8VCEsU;Jqwl*1D~Z7bPN zU51PqgIFY%xkOqmMb zjL$tR;<27dA&V!aP+$*cKLtHSUAuL$Y6#RLkTNz4hNvyRLsa5Q8?WB%3@E+b;)Q_L+#=xH_&5#$%{QXsSP~I^2l%>X`TUg71 z_9f16wegKQFj|{Am5`)|%a?sM#-=Y3N0Fz;px*0`k-6jH{ds zP44!7hLyKy^eXGV+$UgMxipN-_f0#GnyxA}T+nrZU4$m5-sIt>(YPJH6vDiwJJX7C z0vr%CoVw>p8PuQ8o$ZEBsQ#>BD{7aa1;OGXSAi~(rmIWK_nd_{n+Q7McH2YQd=7^m zaClg@qmshm^yso*nWaS*ixv-kRNib*Rd5*)YQVSTN{^U*>6J0nRqjqQk?V2r=a`y) zo?&w?U7HkTPR7+E0_?bPZP-;;%RO`f5WA@RLGe*?U_QGox5c6y`<2%ZoPW}@*sG2d zt3MpibPOE)?EkDJi8pxQAo-7tzMBLOXWy!-qx<8f*bRX{zqox5JSU90dlt(vF#d1Y z%15kkDqdH%<$K!knab>Zc-e;-ZYJ=RXEBSXRgFrY3kafqL zg7Z`FhJN6)s)-UfEf#dyKNPC7UMg2=%!tA3uP1A={FO{pavHgPogK)`*qeFcIDXe- zL(Ax2IoatK+BLii%of>p$=yk_(0(&6)m>&{QcFX)@tnd9ByWJxwz%*zU@r|+ z7FjZ1NdmpCF|Err_@~niOT|i&9R+;xj|qrV-JHO9--z05QMB|~H}EC<#uR_tvuu)7 zKasq5$~ixUgH=nMY+<)!nIDBv?e|84M(!|cSjbCtD zbonL_B@}PCuzRy5ZCMtswniz4#lzHWN_Uw}BaCG1V_41lVk3kySZ>_f)pdXByNBvY z!VvFs%}vXWTu1*o#shuZ^~<&L3#HfX;~d+>e_Eus&skkNlF0M&a`pWr)#xO0AP$i+ zTMHq&g{9Y4UDV%#2dC(TkX4I2$tJ41+6B*&+&(9vEb`-;i1U1h!E#>B7S~r=%4@;{ z7W=mbkK)sxD$vi>U;CiWHb8!&X8;1(naLhz7M-p9DmjM@AS9qTy^V%rav+YJH-1`$ z)wD29NZ<5qOIB;xH6)~a+n)GVx&5t%<=NJ>>zZpMo<7FTm28idL73;cAje1X(~fl5 z72e>mg&TdIwVFj2#Pd91y$b2zr6Kq>_x|l9H=&`lb6>Qn`7P5RlM(j6I&PnJ*F(Ug zzu?PkUW4Is36lctar%XGGC7K!LvF;`FbLKWZ`^nyw-bvQo?XMMmoor$$V)b(LSN+b z1~eo}3L7YiGC4E;o@`c{mGjnGC-+d%AW47XLdj_ePq^(r^{L!9Y|UV_{Pe6YfsC!# lE?#`0E5w*$O^Wbv;-Adbfb?M^=l@@RKp^TqG4PMs{{dO|+u8sC delta 59585 zcmeFYXH-++x-L2c2uc+J1t~#6QL6M#Km|lZigctX9Rx&rouJY?2vLwCU1@?q=%E)C z=|w<#uL>2;ofET6^EM_8sS*U-!=)_s2I#!puyW@Atg#Q!=|rozy}dR0)gk1i$(# zEtu2bjRxgi3{aKHW4`U}-;#S+CbB+Sak!56lOHgBUj;Au!{^mUDh8{@Z`L|r;xUN$ zczo-nNMQ1a7ED=ZS4|B!EHj6tj8bzG?wb(8Cu; zlvLyhHoBTo0J?nny>=WBQ}q*d5!8?s?-;s!QDvZ%oXbCHneK72LRhK&G}j>Kh|NDGf9$17hyL_j7WqNZw5)n z+*7F=$!Bmdqr-G;<^&x|s@z3ft`>LxCE%hNq+~s}MLt14DCI$+ObBUoPP+Q(D##Wx z7J6=L7-VXWM)Toc$?rJ77RMp1G-h3SpTgxo<%qgMe zdflHf_}+J+6Fi7dm3#{J-9qooodNT9q-n$MKTe;%`RuLPW>7O5kdMvnIz4#dprO#G zH~8$%S`!QA;N$(pysAAFy4mX1Iu@G$&3S~7!9QReY{P$C&j7jXGXNcS21Mli* zvx*Rr&wjwzSTz3MJ%QNJp4DBs?%~^<)+SOs7$$MRGN7P+X8-&k0%Ol}25=4FG8w>r zt_Np8OKv71&O}U$ToOsy2IIK-P5J*n_W$GG12=Sytyd?KM@}5*%_iW61@Xer_KD0PGN38Wfc`P? z(-|<^2`BP4oB>3ZuD=Ie8bj<55Cn%fye<6iG3rmDJ%>31uwQ@!8d1}M1GMA`k6t-? z*L67{aqhLetbJ0-rH0igdupTlZZx*)sD{ieav3m2zN8fbqElk14cciNHuB#63U z`8rdt<5MTwjRTXV)NM@x6|>nQW^IEIL;&GU1?d3O-l9+a80>d_S8s z#PRXqbAvbrJ2MZDszO}C2X-!Z;;j8x1QTz!ETJwI-0<@t3A%<|i4h0sp5jeZ;@Uk& z@64E7sl$@~E-vEYjr(B9qQ$(|Me4l>GsqwF_=A|UK^OBxZi*MZzu1`Z$(GFG){(ar zi)nLGSEHl%;E;h;6<9IUz?$bBrfOK-n7f-Rz(9M&W>%NlmpXD@Of!_o`4vMEQ}Qc~ zrew5Q>Dyp-t-(b=jjACX-4Tm!y+uL;@5~S%^3WtzFWl(gxZHGuQ_b#0PQ+FV?}hKc zV@X@YW(MCMzSd0zW=AvnH?0}hG1JNEo>OEan=#+%dA}Zo+cG$1EpRQ#x3JUry_W{! zRm-;&sgg@co+Q0|b1UgmQ z8yO>m29bnU_@po14u<}cxi%Ai_0Qx`k%1m}f7U$5lhE$vpQknjw~4Ua9Ph%1e<~j>|$}<`)SRv$8^BYsQV!<)Fy?JT^Nj zPERv4|Tylfyyb0wyoCBzJP+$Bo{>cKt1uAf4!$*0#)dURgAn5jZcIur?>> z!C%uRQ6HXBv1wnkv264PJjzI4&$MTdVMZ!bXWBF_FSp)QuwL5AO0=wvU>z5p9KO}P z&$M;OAvQ9LH!AQhoq2FIWFPEr5gSce$6qT)J4@0Bxg~w{DigyNbQa1znKMDt*=KMJ zU(ssRW+?tn+mev}>6IZixcLB=MQ4C_oEKniZ=ylf4e)afmCSoas^1zu_gb@|*#c1d z^Ks$h@kl57TOIZwxvFvMQlCq~pNQ;O#a6U&zrT%R_cqFUe=))hb|jBbuzNLF1_ zjU>lC%s_ts7iLc$vV|$H((fxoRZ}5i%UI^I$V8CX%?wuk+M1daDT~O9yJ}qLbhT>| z)n)dVmjN_BVFb~*H)p`=jZ$z1 z56a+20AC6MPauRQpUUn*?JXKX(1T;r@d#pQBlIBo9S9xtR?Yy-F9qmsRthxJfY1=I zpo{#_590#$7a7_-T$nl<%6rKQIi$HPzOSn&k-b!6TW*N^AE49tL~ZEVK&2zQ;GbMO z{*nb$OfF}+u2$AZKs0#u7U_F@+JagG{hYR+t#i`M)UWE%!ZX0jkK~o&IzSQkRNq}6 zPA?X9!9)H@ho?b!N|L&K_V{(shyVKXCX=|vu*t*F^SyQi4b0PNNlanIw{%W)b-J^Y zDRKLN%p#-twa-C^O$Uf&F!+jmG$MD~+Lm=fgYnQYFm6RS;`Nc8!nV1~v=pfr><2*> zD-Xg?5{O6mthjmJ&^HzSe>_M!GbfCHE1@ZyN~6wcqWIVr1?d#DxDhN+SU5f zemmj?N`g;lqC&(d9k1Pgz(&9An2k4@Jue2oU{V4p62og&-;-+DbEfl(R+d@Y{r={t+(h3l)NYM_#RnFah{~H{crAq9? zoL4D_k|{Xs54NXBktpl&c5(CQVHxR8 zhP>_=qKt57%ocOywZEJIQrk&kwfa-Fhhq7+OU;)#<6&H}-lY(TP>;w_U@z^`Ty5`} zqfxoI*=Z%?S$6!TD$7Y*e?LWmwlX6CEf`bRaXIlA#j*5MH8T8Ja-v?)? zrc73oroH*h>qb)cd>t@tw<}eQM4}BJT%iiiM53fiRpuJRs+$BPg?POSPIO}gvh5jz zmkCpG@wAOT`&o2lt7SLw$zRreRa<&x)#~DVO4rLx#vgcDeM{!B@AIF14Nep)Tzo1N z;vvL{=RL+!+Pei*u%rh)p}IBIz7GO4Z_j`RJJRu6Wn%cxrE6EmS`qZ@d{8H)=jV7< zRiox$6Z#^#vE0)%L#&Hq<{Eys z-%t_)4pt)Xe)qgbvzDW_v7ZG>)J1&)zB-6X!CHn^~@d3fchN?mt*JLhZc?ygp+ zlmKCrQu>+~LtG$V(isr)8JacvN^{PDz@alBDvNfA=U3-r-iLFDIlI*io1Kbv<};ww z9vX6>f6qDCfqNU!=ANm9$iymXO?C~4H%^5Uj@J=~TL^sJ=8MuC^jB0v_?=kq6g`ky z8WzN*K64iuY0{dp<%h0dVw_OxuH@UEgffEYmj_w}gi1PDxwoEk!odu2zO(q0p@cfH2Ms(K4#{yEc)B=gHu>h^-pHnGgtb#~SHppHD8 z=uJAEJ#-*TV?1nXj~X3ISp<_WO+Ku+sj8jKtwkX{PZu_!@_CN^iPB)n3wQ0p^X*B- zzq3wanXL_+x8Hg!h^r~EZH^FF!PBBlyvk-rY2UXqpsQ=U)%n*>Qod`iC(j#Ig%4XgE8VDn z6~LFD9YhI%h`wCk=s}}wTdLe~b%`s^k6GdENKI^7z4Ftzf(2sZ69TU$UR4ZnOlm)ar_7u)I0Kf@NBf`u zNA>DQyLM5lF+TWw^_HG8GbM#0#k0rRLDJ^o3e;z)7c;PMa*$3QLapSzZDJ3k_hb?~ zGa)dQBz}S)iJk%D23}`?00d}xYKm+W1pb-hx8P#m8Su=sF=TAgeZ#RaO%9);QTyvp zGn*~8h*68;-*KtJrNsF;-fLb>P=Vcknic+=`Z8|9&xgZ*>*zs@5-=;Nkh~TM3S&Yu z7o4b0xO7sN`9N{&KQF$QCI6DP=3+b6=Y~^lSynVv)M7Owg|=J-j7R1ghsg>f9~`}7 zY zVbA6qw;oS-cD8mpMp&n6Uyb+!(xr&_MXLlxJNEAoneBYTLdBeDwuR<3*xOUQTpzr4 z=Q=H^*_W54dzdmgml--_HX@#Wci7?3H>wDYd#C-V+)_?Of+mNV9ZwP@9Tx_tuZ%*x z^$j342H@PwktZ^0a;T(b?RU&tnp0g0oyFdL4>RZW!a_YVDbD~K^WT$TA3ro#imDpk zAYE#^X4-E3pi|aBZ!V5>&5V9n+%f$|L9F~kZN7=brbqW}PmM!ZReOhcvi3jAY0jRQ zGs@>ytjm;Ux;n5aE2OzUdkJR^mXe0w%Az%&({DneWN;ypVU>-nI)mFJPfL*(V_71m zNCDZHg3ogFW=T(1-ug3e=HLY??hEy7#_}%t5IH%I-DVr(SyN&=+f(=O6BTK!F*~xIt_l1*=(&h+|g^D_ttWyD&!?X}bZk1_SpxGB_JE z)iaebNL*-40JSLly_1Kx8mjy+pZ;cz?FTvD!3?zVdDfQm?5fHr%u0l~Y`T1cGwb7W zqXc!qr9}l572n|gksW$}P_Y6tQW|sPS3>bq%_6!fV-pj;U&Ty@Mb|9u`HwgEagL>V zZzJf|ycBL>X%iMsdJ*m9dNT!+Q{inr%#`#wohv(iN{PPuou5vV=gVmDA}5^+H`3aU z3#zXV-i4DW%RADMc(Hq+ZhmbhdP(K6 zs=T8^L)q-F#xD*P-YK0cx|s$;VkhP7p`R4gALcf_>MDcLRqwc(eO5e&tQvvoA&YL2 zNRw~`Bj3=G@FnFm+(q8GNFwzN>e^jXncG5p4k=%ze8%fe5XU>5J^>1cy|E1*rG7-- znY|?~3eEolpr=TJp5GY&6;HM9&Oa(mk=>N(JJ?}D^#8I};=faI4;ObZZG4ojfRkS9 zG6p)55O(Zf?H}`bTwJc>Se^7h)y9vgTRJ`yzec$4$0V4$9_<3OA`dzpMRBjsfJ7^B z11GdN(*8#%!hC@uYN!=E-s3&Ne^3fv{dJ|Og}~Ks=|#yg6iCARj)$8 zs0g31E$c(4Zi}{ZX7PyGxQNs%aiu~QgEWanS5BJEt;Y5*oLyYh**I@(Xq<7Mz z0klmUdGsFZk6KpE1nx7ykS9Kgvw7>A6ppLW)?0^w*PMsHT_U!OiuswOaSxWUYE|AT z-h(gb_{J>JePx90za8Yi)5Axi$5`I=6!!FHFxI%QJ;{iQj>RGOqmzJC=5d9l*J^H4a9EZ;@?<_jq(ZHL(?Ky7L^;`DK-TORkoUJB= zb4vaBr5HxB^IGPRX><)aGhu99we#EA$sgaQb#z60Ger((y%|u{EeATz{RpsauiHY$ z3GT;T>>w!{-zvSY{DJG-#eB&JbnLX`0Yy!C$07&cowi=M&Zvk>egvx4G_To{a{N$> zZUMUDNvZZWN&WVW$df4&4~3_Qs6c+aK?^Fs^LW`YY6NI(%zgG-bjXz(2>6zo)B-XP z5DWFSTVi<)vGdG?vDjtK0%yfvN?f1WS4mxvcZe`1q#zN-0vg|fn)~0iLa?4YnPI>O zYViIrLO$F}W6)r`dl!509*=hPqT80~IlbW>#J9?#A3H)nPsHdXelB>9@UUzR1_@UR zk**qFj>ugrvOG6~Gc%s>E7V(5wVC>r8}}}yWr3X{&u-e=@BXl0#`>Y^(6%!N;&xu@ zZ}#7aIyDxMYoaEO+~52wRx|9NQD?pFL~2d=Xz;G>o@7^LywXI&(t}QUdB@9>3$-;E z=TGybb0wj_w)tGXo!0NTP`lOtSYY+FYy^C}hxo}qoTln?ykoY>kCEDg|5QeB0 z5~l*)#1zf>*(I&~zpEKDBQ_?n~eAo<*Db z>-*5-Y7<93L#L9V?GCbMOo2hJPsUR5;QVPuBbFAVx|#a?t(us`;dJ0q`odyRy^077 z;f*^edzeKMxhHQsUs^CXh^j-scG+^5sM!@gxA*i@U;)jNB`2GeRpfr*qS|vcE{pD2 zk%XzMfHjKXdyhDO2Joh2LyaZw0XSv8q=QWOLn5EVI&cyB7)D~C0BGy&?3C>H$}AIi zH3dgUc~WgB9uI4&v(Y{Vq!kI_)4j=?p`L*?*6JaYPeHDR`I&G0T)QU}Z2D`W#T7=joiGGwG6v ziJPpd4|jJAC=*O$v}BOtSr*EWl3I2A682!o>EN~pv-`<|oqQ!|@T80|RRMHnt>Tis zdA{x!!^0JzIqxk)8)6b+apJWz2*P=O?Ka_jevR($7qe^5AH;;Unb2LinPHQ%t3)~O zbMmnJ!ZekWoZ!%}Y45dEU{f_jPKtYvJUEYHui6mZE2~J z0NbwPzEHvik9l^t*39R1p-az9;9HDIz7kW2_mPT=3DF>3Bj8p1>0J?^8+}ogOy4Op zOiW$@Gi_uy;ZZg4%O-S${+BPI*`{WP&i`@Uu$+!JSck~ou2;RRM4W6w$MEJL&wMYb8b{XCsnO5U(A&Mh`+K7CrJt{FKZTpJ_NdU(kfc~t+BkoHQwrl$ zN65h_N}*AN_9MvfRC55EHD8+8&CN&q{vQzi5Fgi3<%pkG*l&?uX{^j%{A6 z&oH`%a;^HkcrI{l@s_^4kDM08XYUH!t&$fdMm!?wg+@%)C{LxR!lu38D)16t620RM zkV()<=thlg~ARe3||axy<;T7DaCp1Kz99JF_K_sbR>P-q`fQi-UN!+kPH(BGkSgU(5S?_C9wk zEC=z3uGL7UEA8t{ip`|%4F)5XS`_hkxGts=yRJWhh^abt-d{@;omkiTj&0APuGo%I zBRIix4df3n59MRR;8E4Is`qrw&^;iDGd zuM04^Vt(s}p{ph)b0ocA>G^CeU%nEN2G=qjissB2c!K2w7JkqulbPKrPhL)WwU~yA z--=bFv-nxC+I%R!Gpt4Ny`;dqsFg^I8Ab7gq>j>XY?`O5ZY6ws{7nQi@TOJ?b|tfm zr3`$%(J47`(6|(Z_aX2}#p>GZHH{94kY*@6TEs$BX*G*3gJ6IqZJUH43(vTv)Mw^%fDl4Ys#D{>_Bt!QzONr099$V4E9B={jFxZ17}mRczzOSa5{q@_)AS_HLMnRj-O zf^KbUD>>dpu;7cCy}o+B+Vb>oQILOtPUI02?}d%vW;q7axEPmxlbvAWI2=6OL*8>* z{;s%RiQ1nfx@6f`>jl6?U#~J>=+&=0j67^bGs^LS^FIc@v=!QKIOWeUw_hKKTzIB8 zdwN=nnCWw951?z8SqUfJ?#NmXo#Jkv`W;TnI`W67n{77?R_F1HCV)>F@&LEy5ez1d zX8?u2z+4>F#Ae+HkBLf!nuu<@k~M$8(;O?Dw78dI?P!AlHcm55A9K7aF|m~OHI}Z5 zd$sTCmrvi_rFEZzl>v@35bg`k7-4N8YWKtd`?WtNBoCeXMwNkuini2C|#X7)J-A>%^?fi0Hzn#+%wr?FYkt*=F^txVQF zPaui;!f45>sVF<@MYxTo1N)XCRtQ=`k|tlOPMMcok#EKlFN^wX4?c~D6M1AK#|JVq z_=o?Y!p*MaaRm?8y%Y5-6)` z#q~^SW(s~q=3lfN60M|nz7oa6g>L?)+uq=7mxzJh8-tk?PaVqg z+M9GNq_mh&TYq}2of|I{U7cwMFRo^?mb&-2NP62$IC`(VZR5CZ^jxW->CZUr(Z-gM z2!RRv%3mh*m%N9W_Xn3JDwhXJC*QPi1QN3t`W_>$PM71sQtzmaCZ0O1MCywz@sjJ) zq_<+`gs<#{F^U_LM4;{*KGMBzNzN|BLFuEf)!I2gh0`%c!2{qb6NjHwwP` zb4SdG(M+ttJR)4I@qXK!Umoh)&^A{!x^_2FW3QX)Jn~h-?w3T@KS3quiL5hrf#Mk9 z!IGHHq?{HJQ&Z9G^qra%-p7yCJt>%e;Zcz79<_j3g)&02xY27#+9xJPtcF>x-{m)t`)HCnwO~rF0>hAEhD;PyI7#Hygma1TbnNe@?-4ZW+Wu z?sVt$^#KJDZ*#?=DmtD=O(#4PoV%7zC)+Hn%e;oxifr^|Ey#DbNVNV%2dhDY4E#b{ zpfvVMcvjS1EF32hSzWYT$M#^z`Ne`W>-Oe)v#(bc-QDaa>oJcVcK_?xFU^u3S;@jT2Gf<PZuoIW+DOVggH zsiX_e-NqcAQdFV|)Nurdj)RY&Z}gQ>QBi&aiD~tBQWng2r1}CKBOygja&G5{FoM|G z1PRKP+9R4%YJ@&@3QbZebcyaeb9I$7;PWuV(6#4wWD%2fHi(UF1okuH-%sxt2c1TK zZb#H*Qd|xkgRCNaB=|o!C@AQ!x?9$;ecYsR1|T4JGe~Iff9y^uT`?4CxDs+RR5|fB zqlgS!5otGPZ1&$Q1>;N@dSwsFBcRJ65sT^18qRfX!l@*hzn7`WFR1T51)@)*b z=i!*7!B6e>SFqi{&94H{9OFmCs$O${8En&sc_*`7J~aM;f$>1;i|uVsWe5Fx^oA|q zUA){EnznN3!|}Zba(q}fV{>3*$Pq;n;Cw65Nt}@T++!;DIM|5>`$pD5#*L4liHpGP-qz1+bR}EAD6*iWkoOi|ynLOT9N1#zlF^< z=aE}&=jF=yg@qU3er%hEWzYUW6-baX+psOa2NgO#JcSP0# ziMp)tQ{KpGI})KPh-&nCp8-3cRFQrcNNz}9KhZ!F4x@-Ci~;#GM8A$RARsa&5{TM@ ztiPJx!M_>h`0v7>oQ@nI zQZ$*y3@8@N-%ilQiNE*I(Am)m^)4Cxqd$6IkC!El=aulUr-%Dlv{Wq_R3mbJ^A89f z3m@pOe{W0=K6;h4B!X^ZUWYB!WzZ?K%xf~OHqn2LJbBu9a-*^$Jb_SV?0lr3;Rkhfo?(+_WoNjv@~~d9QNNMPAW0Q{2x_ z3^+<^T@T81h8hsh3cPJ*+D>SC@4c01opkDC?hdk~X{O+sXdt@$K5P-0VGWUar=8OG zdvMVQe5_lInAL^#5qtF+I&vKkw{w-``a4+UFDQ1P_n(h_MkTfiL z1au~TottD+>j!l-bu@2&o`S}+jXcN#kb%B^6%#G;B$DJ5%G12m*;AYdLJEiB4a4MKZ(n||QB>08o z8gjFZgf0o=s+gqZdI2=(I|CTcfWSMcPZ0TgT}msLS|y-cgmPJjg*sdpu9%DnAAq z10Ea{&5)rN<5$gb*fSt!u`Gk&QtE)dBpzei?%KYQyQa;b6=M?2sKI%kBW=8TVPF28 zK}F!Ny7zUM8%u8<7^};Uww?hV?7DFTZ+XBkNh_Zp>GF`|9&8ioEC$m=3W>pZINT-@ zI&-cagV#)H+$J&!Z*LF~@g=Ki?zg7D&;Sa^PeU+O<$;2j=z{Qv$$@CLvQLYwSkr6)%xueT=FtcZG1XvdQNQJmWC)yJJ7$@ZgaqUPF5v z(C39?7HG)bSgwrK3(S=vx&s^DJApF(`u2I3y5>&UtlW2JDMA)Q!pqLS}%rnQ~cy!<%=ed7AN!hDIEORbXSo2XHAj*DVgGs=-PUp(Pu64a=L#R-PI*c!tb`r#%5+Drwj_rtQE)~YFA>=s9E%82nA36Y zOsaD3N1C3|FD#Efmm(FZNmwLA0tb9oCjBj+<>c_G7MM6ci`7?qzzxpuu@LM?*Xnqi zGW}@t@+W2{FZDldO;XYHusDB8W0(X>QAN)8!JLs6H%Q2C()v9)1LEJJ!*-d9@;;8M z$X|e$*f@}S=H0^e5oHbb-O@xiSB{X_Q4&$41tp1U(nSrj|Gp>=;NHv@>kj@Y;@OE) z*Kfp1Sn9Mn!Ea@Ih27`4pW@TM5-fjHEdN*r-CPjzzl~a0%J{-P!*+aH6Hz`Y{y`6c z9Wg$3>^dI690qwbYM3TIC^33&y^tyuRgg#sWK_gYu> z$O0KjVYnq^`4Nl(bWJsTKT)=s(a(7<2bD2vi%NdA%N9uK_ze&B3hpq|GXMpi-ipn_ zE7@QEgi%$m_-Ml#UYZ^6TcmLd@hOXX=J&=E$xPbZZ(iq$U94gZ>T-aEJsaPH)T0%g zTfHBg-aGDY`h$1viSgju_9bR;QR&E_e;C%a3a8%(>G9wXT})$o)vmdHlS?{x_iKsW zMf&PN=A<6xZZ?Bw<_H30!X<@Z%TCeYnz2DYBVf=*lp2K+8rQK+-@Zgpb;%DMJ@P%W z*wQ4p3k3LJNsXcJ$*=k9bbe_Mw|;Sg$bk`j@gCF`@07)sR=PRPIf?2!HBbL}+MX3l z*?=g9hH1ziFl(CbPDJIQEUlRmy|In)Wx(KiZ7kWpKMNT`*K_)Cc z-|)0-6XPRX+KZ%&+B--6GB;MO%p$4TmiuotokyD8fYBsn>0eCgA-TyzE&C~5{~56j zTxD`paoP8|GO%~7d#QBGX>0^acX!=BzCG_s+&Mrt3&D7jw0!R+1(7hKx>-rONN++` z@rO5rGvHNP4x1*gAIS9>dLZl{4;0X(e%x4P4$KacKqkb(?2q zSO8bRE81o2a-;3bfkmWY@J`3m!fk=M`s$R4dG3@8T3y`EwFWwOl-OGsVS5~L^E))_ z5=34sBI3Y9;l^-@pg{49j)vmu?tx@I>MM3UoF22bJj>$cC$ipgYD0^|VkSjsA+2Ga zdrovID?cftO_oVX<8=5&4l>O`o0uE=52zgJXzlvVG@Q6!s^jjP3*OD;vl3LfKykgc zF9boEkI}BL8M{7My7Mz~6m^kg>-@yMXCGiJeGb58gW=)p(Vpk8$*W{SkZD|x^@dNs z@H=U|m7H(GmPR7+R4^^%OEDM)xSYB7cYq?C803wmg1u1VL+ouSav+r%p&wrSYduP} zg94d8AGx(ZdwH&YAy*SSo@=_}2#$l)9uZ8fy&lZpqT%x*?8OvKy(^e3I)3~$vW#2! zoHFl<UV>W>WozWALWiQ71xX9}Qc#G{n%p323NS zv%Z)R=cNak)Od_|3^wYKOhId}{iQp*N>``KPGp%y;U|mYmIPq9_ppt-`h`vFwjo6+ zEjRHM{CkizJS21XWfK&jLhYRLJv>~qdhp!G`ej0Pij8Fuu&x1m)3x>;Nts_g111lN z$$7r!9VLz@baN?HG8GZFVVmV|rn)`Z{6hFaN?;d!9gmJ|;&*J~%MePr#{Z-5xc25N zMsSA1q6l3%M)*F1J3Ip_9rI5!_RS%$H*9zPagh3FQ_&(X;eu|8(|!0}sVy!QDo+#Q z^cjGQ0la4HSjEh@GDD6N?%SqzB<|jkb&|5gbII%C>54%Ie-RYQ@`KpXVzsn1x2ET!)%;4LywaZ5?_|byjpH5UW zza65dd-gkQUP5md>bT-rG?7WJBz{TbTb5waXjsu0XIsB&JXf<|dc17}HmE)xhVAc67DFz zy&Kw7xGL==tW?(E194EM?SZ=xZF5KZ@6yF++JbFW!XgxevoSwP1-FKvJeM9-tG~<1 zV`bW9M^lMKA+Br6HB)V?R`;p@PPIE3Y=c*nFry!G^9T92a^5C0Q-9C8On9uhV0Pm_ zrZscL|JzKr58Fq6J%S-X$1mfmUsez6+zaUcO!kmwDt?EEtPBSHT}@~y^bS*b_w`+| z+ZT>Wbv`I0tOm6ckG;&dD7+;uZFqm7T52c1=8-#$+gu(X#A}`F`;U^(#3hbCsO;ZA z|Ne4{YJD=W5?qdu9}Lu^__w;3OU~08qa)mes<$IA{Mn7tOc~`+Gl^#E#M{R;uK0e6 z25%D;4h~Fya_%{;(UkJ`6W=SO%ZMl|qWJtwQb0Fc)?CUlhj=k_!e$W9+vQlO$yRF_ zT>aA06QL>yQXVTbT)`y{^!?tK59DrB<(g3El-rfeB1rTc^;47}2k1!P>>j@PrO+;Y z?HgN6ndFtF!56YxY~j>~fj01~OeFR^2?O#RoJ8;6i!X>@TaWn17J@V_aHi!Us=ByE zfB91TER3^93?}c!A&vcLc7BkvDM_;y?HAF}@N#m&^?C8siGM+PX+|Wln@L8nN$Ma9 zo71V!p@wq#uGuE;xLs5F$hg~uh+|qG*#m>2S#!B6?)apM=w$vti(DuQ^ng%Exq+|H z5wtlm7+;`UJW7+?C6}~VD9iKl$n4SpwX4*N;GuQNBlRmUzG`yiSj^6bLuPv(e&KE{ zR`T_M{MFw1*!k@{;k${9{>_WC4E??aQH~&OgB#|smFBa(nRu@S{TRakb4~i<)o3CM{$lkn(okxAxVeJ}KcO|25t_zq+#Qrk<=#%n$Di1LG zL#0Kb{I@k2jv)k5EC<$S0OjxEfcu*xoGyw5WCvm}h`;2iL%#Q&zrME>XaK{$=}1Ms zX}H4iDffH1=?@<^%FWVIA`ia-0O=%sa**7hvt&srV3OuS_P8{2&G=}>c zspRA)%;qfItrvERDLNV(7@0#?=D#0Y^}YN>ILhyXz~t~zBr~}B?WmtzwQX|M9UW_L zeo>t2_5I6V*G0QkO^aSdgG!pG8Jqbd1cP}YM$_t}>Lcs-0c$s2Z7UtHBCzYbX+jLW zjMKLp62?t8E+^ir;V8M$?tFCorH0_Rh6py6#A&v%s=cQd{3M2aalR8Kdj-QA30?*E zQ&To!oFHEq9u2t)PJ}z7&vo@vCWO6M5N%88KUJHWp*dN@x4(^*dc}QjIMl(P0p8+H z{6=`sZK}I{xI)`UJ$ITXxa7lEf2z)O{iydH;7i4J z%tZ0;8(LvJ)13ke(?X1{*H|zrS5^3Uti047LqA-DjKowiG=;y>pqz`_{3J*{!LBl| zX65ep{*gsb`Z&qc!-dp+#8o4I)v-V}yLqscrMN*2S8`Zxe+c>K?Qd8ce$pS(N^%4y zuS3=-m1~~&cg>JgkK_<+HTM3UW~-EWr^UJjZ=0hxwh6zKN=eO!nk2l7)B?!Q0L`JS zZ)sFwSoKRsL2QKaSFZ6gx5|97gQRvsn<&g--n#Z>GE=6#w=GQDJ)EK4PG2z_1ru2G;`7Md4E=aknMd6A050sJx%GlL66dij0(c_Jqy_+M$E;!)dhsLvUWp#PbA zJm*4*k0M@j5;U2qI8C$a6v(h4%;~O3!KY98Ue$mh;4c5uGhl23T)kl00r>QFn5tgJ z$r!U$#@f7;nSF`=AaJCwA5uWWGoPFs4u}Z@c;eyjimpBIX1+f@ZNAyeczW=WZ%{dS z7g8*lAo7|zLj+eQg5(7u82TF|`Mc=eh}HAO7(A&Q+^S94otM&fYw?s--7Bl-FS$0f z>9kprWOW(KuU(d1*bI*^OCpln{f%-m6fe8$hiOJ^Pe~TC8epl{q1j{lpINF~+2B8K z?Cr#)S`0Tat><3zaeCw>yih#`i#y#lZY2M9@JIHAJQD+wzF*_b3{4^BUViy01Z98(h1aFmUpnJp!5#ZE?{GRV2Q z#?iKUu{f&cQUL6)0-ztZ2?>SVds@)1-HXXHk9m0kTvC9)DJUYRJQu^&VeDEyvN`D8 zC5%>$KsQ87KOt)P;2}+F5nC3zEm-wlT!Zy~sv2j;VshR2S(3Qmu+D)uA3tVV$eT4x zE~I=aT0_&`NPCcKNA2fMMcJBv#q$2YwZ`k^cyCDPG=s>~!r6a0Qdq^(y!3TDi93MvMQ3pfr$*BrpLa zVT!~OH26U9svLH1V(B~0TxJZNmv&B;spMo^^nyh)?DskBf8R5YMO`gHwW-ZKN;Djv zQb9Sb$u#;PS+y!OjZqG>#k6EJvp5m*lZ#RhX{( zSfMb2xU1!S+Hym~mFWKOV>FW6)trFnEAo2?S2HDROwznfusu^(Sc4L652MdoK;{fD2%U z{ee3Ek2~M>yd0j8w+t16h=^ZmD<|VyimZrlV%i@XG=vqc^s4k;yn^ki!DA_w%$5F9 zuWv$xUIcFK45%tvr37weNB+k;+M5#-o+NVW+T7UF{YN`R| zn#0^rE+sy~gfG0fMZ|C?#MW{pMFPjmk-M31KnB$)_m=D{>qB7s_JEWp0(-zr6gmvU z(w+vmt`8%}bxCd_pX@=^Vvt5~9ogBB3mr;3XTJY=aKh7yrursL1|3`c72-Lwgr{^J zrxfiRTo|3TY4*6@^zC}H8Y%Mt zDZRV22e+LIpvg4r=`0y`sz!nfQvL z-=LHrGU~5cf_I*Gxojk#pF^{7w-C2{Y2fW$*1HsC{8O<~rC!8KE|ChC7oK7otI-Y( ztR=U*<4@joYM$=$Wn(fs=;-kES~AvO8!AVb)Wy@M&auJ95)!(G;SRtSlAa18y_A}sytU1)3 z;!fErVQcQ%%7B}h0G7jraD4`9K1wGB6Of+t!!*rv>kP13*$GS@982{_wmpT(gBBa( zSjqO20J&$g!6`S{BTFG29o~R|8PCu<54N>jjafv$qKe>twoYc}fP{u}A#n|Lku{HQu$34o`%nSRK|@eG?>gc7<1P}A?VQ*6L$vY ziy*2``CPvUM+zd+1T+=>%(j1ZZHOq#i0V;J<89<=Qj(bBW@raA(6b$7ct97v3x=ZA zTsT=!aBOc;6t4RD$AnM#YY^5p{ZBZugQxu?zUzim4`xRsDus_ag{0Rc*LmL%oy_?C zM0w^=A^$hKq(At#sJzqr7eqt@-vI17VTqGp2TFhdg#*z-M*JAa#56BR58QNCS>C^q zTKh*Zb@M)RJ0~zsG;1tjxfKxRzJ;W0^0Qx_r{voSxZfIe-R~6@w)T|etmZoDmQ=W@ z&0v?ul@A(>YUD9m%U)LvpS53M&55}{c24n^94Mm)ow4_u(pg4QUfM~kW*d>pHQB11 zkS0-pu;?F3#KZqc5j4jI?Ji0z*2`}1PNluP!j9(lmIRl{Y4)rwk%5d@enf&45ezt1 z*Xd}zQtou!OEfW`M%?SK|RF_+6c(&NsB zxY~5j_02Vv^$=3#%b4C_IbH|<`M0O0PW=xfx)CJm?v_F~xo?P|H6M42Tr7nMp}VrI zJ64pJ-L7si`o}XK4Nxm+On{VR%RBAzfsSmc19VLMER$Ys_8W0}N^KL$0&9y*|C2IV zI&F0~`H@q_=x)S##SGcxN}(4;`1W}5G)AN2EPZ&Jwm~t!C5Hwv5GKTM@3eo01T%Q; z_dm{`M^~SCir9m}dkav7OivTui&Q+-<|dAeo!=N1$Xh=td-Q8agF4|HD0BMnLBt9m z>cTxeT*f>a{vjhM|I_1K-#aSY}dE;C!K znl4Qce6&LIlaxhR+P>9jQ$}~ux!Jjsm2sTc^*k8>CuS9<5EdmVW=bCTl17KK zIm_giZ>lx^oj3HDnxJV^b8&|~+Sjq__A_BbqZl9UWW$60lwvhT^n=|@amx2YYB^S< zwJ`V6-RxcdsVUled0kHKn}xFSvhu~jEF(5UO(I`5-~9ZpVrx&)*x+dueK&Ep%Mr22 zO{4`dAhPcbpWwCU)f*a)_V&asv@TxxxVq$h5R_#3?KqL*OTbDCKphc*Dre6Y6Nij5 zOJgU`B+%>X$(?e1hi~I3lU>io>)Qpha)4&G{T(6D1#xb8sF#pSEWjW73Fswjaim(D zKJ4;qeJA4%Eb-iYujVYkrNQ*PENnNVg9%7bWI!*^HSjSlMwD`>mzppYNqzeKK<7|a zW78;Gtg@!!;3|&xgYp%%)kSvAJiL{^Ch6_ZX1?RSPiunsAKH$@FW>p{kn527Y<2?n zIru&%LF08pYQml6Lf>pocpCgy!~FkoToSFP&eQTSv<_F*FPR$v`ILZWb=HC!hM&OZ zgixKnv&-q5szAar%tMr5VqcJpQmh*iEveyi|N7?_xddv`Jj)#C70sI=Cfuyz#N-c-DQbrjpuIdKKa5EiX<670WNGFKWoaRqg#R(w} zBt5&Q0u?yn`YJtE+qKU+EN8{+)E5!ZIDh5Ps`;Jy>xM-pDiW7ZF85Y|3=t~iT z{|+EckZqc4tikWe?Q8Uh$STAv-h+|;8sH=pTpalWyaWN7fH5EOhr1`o|2X^8#> zxx4|M;h*zSdMtf%0Sr>n_8lB7&m)!-N*8qbeiqK zF_ffB0qKxEzTL&@nwYscju`q69PT+kibF#nJCLHkffoR#ZPy&Z>rVq;_D^v3|1~lu z6M6CQWFDF&zM6Hj>_Y|d$nFzf{2aqk*ExzUPi2B zW!ON7D8L||HVnfg0;i25rrNx8{(L;UcSPZ+B@Y$B(T|`+;c@;g$xc>vG5tIx#%VUc zs2NpD>Xl^>FP8_?u~v0RN=N@7R6NYNF@VXT-1fMsCoe*GUYPhzo6X9xX*Gghlt>hC zmxCS5<(Bvs{E+I3tI~h?Wwy~onLPqO9dR|%Ke6_n|562k3n!A%S;UE2{6jlpDkMq` znWo*NrGKV@;hql0;(K(7iZ7#hc!p2iq8MU}E@#O!CR4}EQ2z6Dta7A*s<4q9;$RrPyTFUouh z?jX-+dFmG*bkg}9<0|EVCM(%KeGZbw2{1M{_HUY)X33Ty zwKeWmsDSnUBvj9ftLu!F6>R?&lonxzkv&vJ0j=a zx6OE*yF4-Ldjt`jSQelTO_smySm(|fEzw26L>OUCa_xg?O1#q^YIK3{ zz6>mq>1Oh-S!|P#$zH13fD}(fB0-I-$2Nd2!;Mq?>r#FDl{aLv@+G30S6$#5)x)LM z-@m{ARhuA9?f%Lp$&VxZ%UC+d1T~Gc&mZYjgQo;&s~PGA&%S^~bt&xh5`V3iY)Yrz zk>BM5-!!etM?hkj5~Z>zkz2RfHFe|QyswYYg;Z%DUW1a>we$V?@nSGK!GBbqP+k$g zNrhlOdTkId*5WVT8jL$VVO(jlTquNLruIg8rIHew2USV!&QIVg5DOfroqvMkYyN`# z;Thg;gJr3`tc#p}K1Sl#;OC`t@1o7632Nf9a5<3!m0+FD+ny{(#}6kb@vp zHq2%Rr*mtN??Fj|%_wGpGWyG=0VHY_g57AM#qjV`pPvNX-@fevq7)Klm`anUX`zCK zqTP;P;5&s2Cw zyn!TZwnRH!i8hEeEBd%R4els=>n}*@px4#EAl^^mU?QVt0))WFKFD=KAkQ24)RP|t zc)OHR)MZ8I{H3P;hi!sX{b&o{j4$d(g$de2ZgTgIfo?vz#VzCqT2Og4n+LU5H8lK= zrvR~$-I+OD(`%L@mRAOS!iOI_m%{+0^r$;EBTXKM6MA$$-|^w{?+AKRPj8?75HN(6 zYb++Vl_$5glI*$dp`&F2cx&nI)MlK~eW;W?O*>8|Y{;d_Dh8C^dg6TLwQ*3nZcD>rpbA6|84beu4Vn0>WpnDk4EFAd7^lFTx-w| z;e+e!kFKxie;*_=l$ytV`wJ2ZsE(Irxe*M2w$^-zGornSSPk*qi&zsdGhTqkrrSr0 zI=@HWF?aM=pE99ee*3%jjf+krxyNWCM!!fu3Fwf*h!X%95=WNs7bI?w)Yxko1({c{ zYMeMxiyk;o7nZ=q`64?{4m#%^9dzK}>O$2FW&v9puy)IT}3>}Iu*f7D%_M0%$)R|}lRVhM>HDN}>ied@9O^6st!Eo+teSR1*w2>awETO> zjfV_jMRxbN892_$h27o{t3J>v|Awb$V{ zZgPVm+28Kw4Dc1rD)7-vKIpuw>7k_UwaT<<6QEnD6R)rOJ)voxV?If>yZWw{DOb#0 z5DC*H6#B*wycl=!tk26TsQ*)u_*knxCU#}L@T4qeK}HwE&Nmf791g|83Q1c3wj_%D z$NeS(ko2^!Ey4$ISpCw8WZ?G?0C{nOGAw^C4$g4Ya^W)IK?7hu1V*qhyO-aa`;rqN4(%CVAvdGY?~$#aL(G-<#inn-|vf-S*6TlKL< z`;&$P>7g}w#7wJv*_5QBMAKU4a*pt-XCt@=_O!XS9wpApz|;em4^M$$@9D6-@4Fj$ z+b`jZBH$!<)qBJH&g7qGWOs}dS8`cfJfl#TrE(vMPFRb|9Q|2Zr(mW^=ZA=5JegFeROK45%_Uqg|J`^rn~V`r1C$Bu?3#M-t_=YWVDG7wzrc zIle;%N0Z1zmtJ*t>>8lF0bDCZM##|)Wh}#^PmCMs-FB)r_L8nN#o1mW$YMHghrQO2 z*q5iX$Luc)+Ov!FX<;JjO z;`LhI*VaakUkRI|UyQg$D>3@0@Qeg(DS-+&&tGFdC^nGGD}gip;rB_6r*Ep(ZuFf| z;meu}Ye^pV43d64Vl{G7B2mV7pWfgzJyd4~sqF`A5B%R3&jzFviCDc)1a&Ax{=h?5 zJS~9)4V)Hks3(vKyj~Rc39a*>6o591GV?odBPiZ%#eyDGJROTai){pfJc#NE`0Ywe zaXSo-<^k`3MMIzqv>&}azceSz1podE@`9j&1z!#X8h7{2LKQt(C6XVzGdwiJuJ(=l z%N(~|J}|9&MH2gsg;3?-BVy)opdr1VQfvF|+Urhltmd@{#DOR=E8;N?5t9T1_Owd8 zg=KWtl{!$wNR9b@l5jp5J9~B{NK8j!IkR#w-b)kDYme9hY7!9vVg{edSKrA($`Od| zG~z%ro9#KqA)JOYMNPF8;=>c}G~D|3sb@dT=y;6FLRguBwh;tBqVblURNnp~w^h@waM8K_TeoK!G2k zaky?!Hyq5U#!~qmhW}+G{jh!Vi3n9ECshUPr?2_qe$;*oWX4IK(NmyU-QL5K|0jM) zif)oZ zG7z%o$#huer(>k>-1o;%V~(PWS_->$2<2;#yTWIjzJK3J<;?iJe1IbMu!oFm?;VK^ z)vH{%w)5~5p?@1at~Y-ET1~bE>CG78@O?maG_Lk( z+*ZyYNn!Hs6%mAh6)_9qi2*SW6XU3sq8C!`A7@>gZwWz__WfUwSMU>OeE`9qM9iH0 z%7PnlFhX1i_=)3YxGw(AfS;xxxn0z0{LR;;%=qSY)tE8WPEDqtc3X!)$C^ox2_~Q1 zY6+Y{*Zls1fZWOH7Q6^Bn&9=kN$nNDKQzQ{X7ps^s^8o9OVH@^{=-L4Y_DI?Oh$je z+K^XTx4_x-Jl!arvc*Q>HL!Y9-htU26Tpkq7C0x^b2h6E56^XvOFJ7Raa+^B)C%D# zy*NTdo%mMC(oX%7ST>{~O3Uk^;=H!jvvQ2Js@nKhsRDO76B>E<1WMdF*a!ai#-9B$ z_|frt`CdJNXaps5Kml>yW|caa3q=_@q<{U&SAFwaBz-yqnZ=HlibcM1AK6N*HINNr zKY{L6Qs00;Ewe1`O<*-8p5-x`A$f0k18ng+?yf9x1|vm2Us}HDjjO9ZbKx_zWMhAq z|L8`1ISJjm%m*dk<#`#A1NI+MbO;#kjWeBEn9+80=vl0Lf*qecE8u>pvjp$F8C7`@ z`QglaWmn);#_Ss@nLc7v1(8NGVDAiE!5Km$QMe~1=4yq`B)t!9T~S`5`B^Xbz%tw9 zHrFiY&E5b9KEC0(Df-1Qp=$Oxh2jKxQsVp^Dn87U1wI~)1HFtwr)=hUKCiwwk-2Fk zj4b8H2k2g4u0K&Wg?|cY05UvlpiQtY94P#=sV8#Bt%}10!LCev!9EwlMb@4R;U~R-jUx#$fGCk?#*9I)&$ODw-xJyyHC`=*z zdkc6VxqzHmT7Xmc-HL^pEo(yuqs3M7erwG z4E&pR<>miUcfa=Bf5N1~UVJ|`)j9+$p6YBp5|{+|{O&fE^l?psSNkgIqw>(C&>vJgAVpepzCSF$+*Wji6^X?)NAce9PO%) z?tZR$M*E=K$L3s?o5VFaCyLkJ0`rD2tugpDbxl5R;1%WW5$dr#i@JqV3s=~Pr&xx4 zMy}g}`C(~eoQC!xdG~m?SUlBII~uwR-NbD>s~qgsWYri7!O-W?iyGeuRYXyX$ue_n z>B?`uzw-V_bNPpzeL5NWqtOWA?+AMKKeUk}vMq@?9}=aNmRrO%GeJS(+z4fqIi&zh zny>1@LNj1z?zlJ&i|JBJxyhWHqF^pc1mQ|UtgZSeKfa{EDcF8eVAmDbLFd$z}(q(?6S!I3+(j$3BjoAMlo{ExuPX6(4f=5j{U;?(- z;#?NzNrMoVfaWE1s`dh2pQJwR-njR$TU@~02(s}XC9iNjo5z9Gapl?4<5V9BNI?3r zI?#PSbvl2h9GQoB73G+Aja8%ITz}>mq#FY|r`}@Sx}5PwUCZ|G$>Po$acK1I!98hHpgL|S`D(bbPlk%nS+wmPB| zp^vz2Jl!pP)VFwB8ElM`r`8SFzEl_fWjww8sjSS>bXX1GiO^+TnMn05SO#yIf;|!+1Tm#Dm{uIf)!8z@XRd%W*tC z6(Y3-mi*6;??+)-%Et!g;_uG`MN8pdd?P`Rr(?ZP(H2U8^uUap#NKd1N5wbM%J9!| z-E~2I`t9~@gxAv)ea^Re7!pSJw=FZ8~Fr~^Y{+i4vY2w6ltn5gZ8~LUDoVU2ivL{iw4vfRPO90Q!q+=M zUFjjMeS@RISEg0&@baLS6IueXWl`7?Lu33B9nLu$V@>YA9_1%vsHaf2@3O@R_ATTg@6r;YxgU z?=~Zequ91!-JLv%=Ppx^+u_4ip7S@Rf4fk0b?*Ims!tZ~Dl8Hf01~Bq6R~V2W%-Ri zK~-Q1&JT{U`7e)~luLjT{V?|amwwjAGU=OTp1nN0LD^HHmNFXi!Q9xqnLbW=TN~rrFRfASXB)qpHWMVG?{=cb z@`R7q*am(yB;iJAU6!Z&oGQ6|NAZ3GYiz;2@t_^xJ7Q1;bU;fKcP;*JJw3PaUfXm*{Wh6}RszJ{x_+-KI+q7Wmu0C(q#Fpd0W!zFZ#+jgaX^w#sBAxn+i?OeMZ85wMCi}U?J)EMW9-*aB z*bkv+QHL1Y=xdkfemuQmqoKVJSmAuW0jtZ6TlNS_j zX7rzL%0sQ_w|`^@%B9iO6J zpg?Xi0}QCak2g)~QYRiX=FRn3GXzb$(-LolXD9XKWo=ju9xNM zmr*=)9sZL(As@b*oLoEb;WoWoM@cX;&RM(kVM$MRFqJ^(vTd(|_%X22Y&JjMl@N_gSmk8LL?wRc~$74q~S; zZ5pbrvbGt{7x; z>gErZTLRKjCrp$?c z<5RcG)o54|XY&_DJ2xhsDlw2w1shmNCoMp30^*=&SB)}opamRS5Uw8IVPIim2#{!E z)_kaRCC0$h*D%A8cuT8VAD>fzT29Ef!l)?&(c*WujUvC+>Q(fvO2)PGw~sK}xp-;t2Zg#c^ADq9v7h~$96F>NT+S;^qZ-!N& zkc-)?Tgu~SxwP?kpi0@=+<>+z=WOJSKV54teAmz8+HiMoZ<~y@wqHs&7SuO=AN68N zqg>C%F4jt(a;^UMV!dwM39owadl!8Mgo_$J$bRx&a!<3dLMAX#KxY$33L5`jCP#~V ziivuIAPA1xe6QttQ`R%Hort?tP9xhs6%^-h_I@EC>#FLen4sfoTHh6)OauoITleaqXomChapOh@O3u1S zk&Qjl<8s45Ht+TG+C+c=saA)Evr}C5j$3Y2EMwClH=FLy_XXZQF~xAJhQCh5b!0Lb+M{1ec!BmNh}`Z=Qe z4gJrU9^Fg287l_#NE@Cd9(-c6h@5Ccz_goXo0+@K|B;u6GRb>Q-hffnj6PUNC< zAxf((-+96!nc{6+v`F}L_=Ub7*x>Nb3I`ru;cEK%irK6lHKEd_z53RtYKqEd(Hgj# z1Ok>urJAK7H2M=R5eGy9S)Qyad5W4~3-gOxqEV9;x;jOs{m;UfgRU)c6Px;z?eS_o zF#Yv_lmTt6=VBXnlgU%~{?&K#SDQ;7?eVnVN?MH{o`lr+VRbWt*f`#C0Di{gx!R~5(IZz8V>HY0HYYSYfajwP2y79D4#bS~N;NrnRuo` z?+6qpV)a~Of(@e@Kqv_rL%6>rdITuhD)M%Mu1=LU;t<*<_RefJQ|QvzTBY6n20_c0 zZWn5P#3D(u*Ckmemui}v4=I;*>!s)-$>YC^r=H&?Hq!Q;W|a;&-$ip}9SlSgdJpdp zD2(5WS0HlCqex7?{((HpJfjPw`$r4b8!4)o6d!K2nLj|?ruU_} z?ZipnSap_1m;QZqrPV(oA0w1*1G8GV0lCx09E^SEHyqY1L-fvV(8_k_UfkhUDTW<& zaEfxS9C_t=dcVJaZsvCQsuCUC#H&PiLW7D-&c0-C0NHI%ANw@uqstATmxXSiM|mVxV4 z*Vbomwh^D0(1@K-Gt?^BS;!5TJQ3k_n{e0ed^2@65|s4+zI!pbhAnIkUmn7@q^Ph? z&N>6qTcC^L(H3QoH9I?vW$dlj{xPEG_7!ni?}hqRBxTh(K`PY~Yu`#Ai2wd1Ih+qEwMJaq&{?u8NyItw^=f%>Zl#Zu`-3*Wts5wnT|Q18H*T zg%>;@;tPNYp1{Y$o@E-k$>x;-1}?S%(Yvm;u}y3$Uen)*Z-fbIza1ao%Fp%~qHAAf9isLxl5M`TlVILF#xM2B5^fh7^zD-!y1spnr$3kz=usGh?;;2>fa)2F4D>cnXWt#! zPpefOy7Do(|MbEDS;T;Ij-t?QNDki%GV=(DkfCLwRyR6S!A@-w?5eBFnllx64DN>s z4YAAT9nrw<>boC>{yS^_pI4fzT{B|8)V^^5WbE)1h=!s)NX8mlOWR;AfH+7B+g*5MTBLTFM?DLb{E$Yq!cE+` zRoOSq_qiSG3RBZnn|5Kn)XLlw8$Wsu+|DQ;<4bT&8T#VLxT~nk8e&y}GndgLP>h@D zlYQ-fdF3yN-^b#F&JS?Lv_{3sK+(I~3KV9$0$t4KA^Wz6dQq~cQ(v@|-wYQ2pcISH z>Gv4ub1szP4f^W#t8O4%yE~9CfXqvnZ(D@l5AqoTuoN7jluExHy~(FNm-g@%1ajj` zUZhv)4EY%{m`|2~)Wrb)SeLd(=_{XMkJ*ldtcdAVn)=lgtC3x+&0E%6Gh;ardJ-@^ zL(G(6(-6y^3Sq`ob2zZaY1-d_Fq{?qldC0vmiJ!H#3^mN%32irKY5!Q=}27oDh~cB z?>X4<5on%p3}b=yf%P~JwJx*q?%5Zgr>H88OO0z?1|-mdgIB5$TMoq1BHH7&@f1{= zsfM%?NmEKb9w9joIg%&!xI*@KPAMq;UX?G@N1J>{M9MF)6uT$RCti#tfZY)sLLUdg zw1UfM>n@5AOEWg{Ft@!(d1+QvEsJw)YOHCVe@%t$A=myjL7HCjct5TE@UGs#y31sq9sCll8c2&~I{3Q$R60qowBV$m_23`&e4|gP_!@tpCg3M_rY#WZ}+w zqL)=w#}18_OF>LJ!v$k}Zi%HiR!MzZLlO6ggAZ7uaofL|G?wr>XsHi_O|s;zR@Py3 zkx2Yk_>b^GyoLoJnLy>3zWy%JlTUVjM@=Z(fR~C@#B`^;h*oT%j z@w|EvRLhu*+UG*wB>eKH3NAQd1`{v;7G#bGFo2R*0>%WG{@b+u&K`GuOic(n3!2%x zobfDk*7^R{qDq}L*fiGbk(JXD*S>0ID#|B634ceHGKRanV_icA(*xQGBMR_90pWd8 zMU%#tZwGFX)s2Dg*eYsc^vrTzUDc?eR9@n-U*^Ka&>~L>NG!kVh9?+^(qCN5vJ}^w zK|YTViQSbmS|E^;9+W==n$(7%kHK*_5k_@5a0JTaR8GBR8+wRkrj_TD20qW4KCyLv@Vhfi!rHVC zEVI%b_X-H2dlAqWp7}bOihni)1sgHjHae88$qW2_Ji}&UL+;vkbLY`i*?L0YQ^VS> zf_CsbJ~Dz|PB@O4AKhK7I^;}tbEA*v9)Fy;rnuGw%w$UPd+MH*4>JwvOuV{D)%UPAiUGS>A^znub_S{LQ1jm=bGCxgO;FK5F@ zWterh(BBd%i(X$w4%3HeTq;zPAH;tzz@KmvtL7EX0VnfHkNjW3$L+F)cMVu#)S9ew7}OV+gz zMp#C$%O=+fygL&XU_JF1Lv>if**|$225*=D$|46o)V;Sc)bb2i&*G^seNu9}t=Z0Y z6(^W6FT;ORM8;Zn>ioMyG2efz2uj@Bg{3VTuGI~%`mHAEQQu;i ztmqy)En`6(0>lgm4<%y9|G;wqj3iX2F7Mb0Wx8GQ_grf*>iIX-qJ3_s-6mUMr2)S)Xt+UF%j+z?>!c|<2%i% zrw|-h-}>l?t{(1;Uqj}>pB52DA`R#o^R6r7v|85^>_2~Y{zSL0P7kV4H{MnAfR90H z8=eTZjm%0dES(s)guW5C-tSWIa(-ugt4;0`uLFryOgH!lmo8&I2Hyn1Q@)h#3Xs_& zg)E_#XWaRf$J-X9{?xS$Z3wCZEfMwC-ba(6j_VjTO3i#5bAAR5?1!=$Evw0hH{hZI#5!OqS9`9rfhPk-9V`D@_myMqy= zoCVbZ<=vp`;As*Pb9zUfLFUE*Qxj&o%ZO0;=G89mdYV*1%B^U^+e|UJYIJOd=8AFa zCQ_~AlW*_cLmD|of86wUoT2gJe01v~^zbRC{j|MLG?z`!f(@<=!%BENF?f2snh*t4 z%h8)Uec*I`C9q=Gw)$BJ-FUQcNinuHPl*FR;_IXlOUFpB)vx!ET*;wFwM)|2a0834 z%a`?DW5EUaofuy|H##+6ITb>}T2_2b3^(dICImEyLB&Zp(FBEa_<;bPOs`szrAp}e z@Mp_uNlBUY^i&W4|NC19{!F$?Tsm-cwzhyn6TBK-Rf(VeuPQX2yEF+--rL#nZ%V148RN5fgY>T>%~@^)la<`QGrw;igDMo2FEf12I#x5?bTW+4OXP%f+8{ z)uKig_v8Vsi!loOPV9@f1-rGX54xY;#tlO|YDX9JKVrZgUNuv@CpTTc7)`ku%$$C# z5q6&p%!8tG)~d?b4G(R%9~a2?)#G>iUcbxUnI9=SFZZur)=;0f9&ZCybt}}S#PZbL zxIUY&;VEl7&1v2CeA>Ts^RdhLA^o3VPM}e8rzxbNUcYrzMr9tCsc~GVsY2Y~>{S!e z<*;E5k1s&Fo^G<<#dzdnJZ$?G%(mE(k`t@3V6v^br2tu=y7M4La?#f=&L&3j(Z=$l zwu8r{g{47nx3+b0t$l_ksrC`QQ<22tL3Za(TU$Jz?UA^@jV($bb2{=bx?rn08);jh zU|CTWHqPnNbuadQ@`wZpisYz-W=xgxmR1lIwO}WjCZ@>j(XSV0mtis7pxXh_`~W2K zR^nZQr6AXJy%_BxpZ>wxA9@7dEQ@PESz3GCNs$8(op}3o}W8F|P zCl~DDhpVLxq%k{9j~(jne6u?_rYn@|az9;b7Vh8T*_Pm6kc_dp!*<3FOJ3TAUV3yO z#EKgWwAMPdoBgReZGvF~fr8_5Bl+q;zUq8awaa1nEdB9?7_gsfsvM?|F~4J6UOF93 z|27HzReV%xt;lPc!bz6vc~6zn*j@p+vcxMpLtKK%CgmJ8o$-VfZx?xWM4v z`sOK0=U^b}^PnfbfXauTe3;67FToN!cy*UcwRWg#V`mq!YG#q{oH~?c){Y9$^y8cdv|F{dGcrQ7KqOCt?ed+gNoNVs6S90 z0;ff(nk)+5b!p+;uWn}-4A+FTwdMR@Mn%U&Q`Lq@ozdHg3ZFkmDBj4+Apt>sPWCWU z;w8|@KsZK8XqY&Zl z_fWr#qvG_4BqP57h74~H)jwvBCGq1B5i{UAT1WRew=vjQQ`%(NMw_<_2$HAjy@1}v~B5R7}FVh$F< zN#0V#ZRP&gbm0O;&}h;s3?j6c7z*gg)lG_BELhgVBVOsfsQnAV3tuoF4ta>YEu1M@ zlQ)?O82MwOp-Z)JWw1eD9RC=WlHcAp{;ijQvuw?R*im?XlX%v%8~IhNX$ZA1lOp$J z89UY^1JCJ7 z3z}_K8JJz(G?|D;Aq>7n+E%Br&i(}%ho2jV!DaN;|2?vv{5F4)pg*)Pdhwcei8F!2 z-jO{V!wmgVFIon?aIda*z(ND~x-3iT>&=7^pZ#HtLjoA`IyVFVWuzR2Hs+4Pu{;f zy(zh}j!I>>2>%PB06%#2`|#ulgIc1AigGddv|ve1vrazg$aJ6y-%mD6S>nE5eV|n4 zcH>G6pO}pz3(Zp-q6>Y}!$&WI?x&l37l1cv{lYg4P_3tx*?brA2oJo_S-?38gbP?F z>JIIH(bHqNLcjbI*0(7P?`VCOWbnMpbNcfw5muQRI6Kg$0V48dQ|0#7i@Tt7yp0EU zYnyn2%eM(EgwX@+*54C?@bA#xr@`l|?PpBIlF+e5iG3EJZxh=|>lXcEoWP?03zvo9 zxdbgLJ_Kq$X@Uv007em)fvN=t)Js+(#=iPnsOF6#8Asqing#-3Deb_P56Pk*En zBx!5wCJ(sp(AFR~*44*493yy_GKBI+){96MZCCZ#?;bL91{(?=Epo}s zddyuBn+01xKqQ*nd4s!fy)JV6TDqS$H}JtWs~?hcohQBSFpxHzE9m~xl^Bl82@NsG zg}5hralFDSfqBME{fvc}%ig0(y^?o+59L;bi?BDquDoRfZ47hQu zkE>`9dP9xAIT)#bV||g~^u^PSoBAT#f#kQ0;!-d2mSHJ{-3R%ks4I8S66_2MKC;E9 z@wv+?yk(y&!gNFL>%MD>fE1FD@=7i@dl7ht_+hi0JZj1jESz`j6y)3VSVB)}ioQys2rfSdW>fXpxX_Se_8ws_!JAF^;flL zD+r2rW7coI@Lj=`oyfLC0=3R`FArAB2%A=&bfj6o+ES= zuSKTKa_#tg=TB~Y9^-M9ceoARPPh@lQ%aPKR5!ZG>IpWln*N-nW7Kh6mTR7FF z)gvc%%Gf#I_$<6pIXTav9FAFmcGC$nKeh>g${N+2e~i3*NY>7=Ne#{i_HnI6D#A&l5W?$M1->y#%Rsr#Z8}DCeMe zwdFx1HYAuk+$7_HI?EK)?G292<8HLK9v|hJryEA^yq~X?z2_PO~W2HCjn1Xdf%fl_b|IS1_>Rou)B} zm#tRmL0{*+w0GbIn})377&o9~<1$dXd}h*2>H1_JvHA{RsI)4#%syRrjJg5tWTET8 zKl61)d+Q57zCFe1p0>mi@2{GDF2O6Z+)o{Q=T)U%4KO^(cPy2ezrP; zerK@J&UL9S(l$Zsgs65lBH8{E6#w6^_&fSHFc(`S&&) z>}7Z*SsZ-=@vySn=EzA7*~uU4WSu(CL_;zwdgk!s8xzO307ilr*gK|oo}Sf}DW3n_ zxboAHuf!=0K)BV4jRsbrgkK?231aYzjn=F;K#Q;!P~l=Rc`U^YW~#ElUA*S_r|=^x zP)Rm48h?*ZSOLEHwYcstOvhT!fLy+=$CA46H2Z*v;O?z~?UB>ccTL6~(ih%h*6s_g zy~!9VLbIc>ud#agHATN^d=2;vqR4MefBk9oY+~px5mu9w#hof5f_+Qm(?2y2D`jH81%={$^6 z?~cD1@@nSuE32swRuf97d*oIIuTs$(82)y)_2c_OhiTM-rZL=Uc06= z*1ma!$AZA55*lp8{#=$0;eo%bNnihUl%!>Ocxyxz|XQeuEn&gE3ulvF-$> zTBmA}4o5Ob0pQ#r!^dr4mPGcd{i7IR&7c>*BqYajwVRBp_=2&GJgiZQclDy^^;ioQ zS)ea_RbH`y>Rsq;;@;+F5Z-iS)= zSk=C;F0|{D@s<)9E(E1iT#NPkTJ*|g-@?#}gZa*5QeZM(5n>OndHg=X_n`z$G1R|p zbz#}F`9TCN<3B#;&REdV=yx5VS|_$Ys`!w%HFOJZ)Ti#&#Y*eWnh$PZCke5=2*o~= z#(RJp)m2L~sHh#V*(i^E!#O|1cw^H>Q!SJCH@%fu<~yX<{%)TfhRGHl;gdXY)Xc;| z83jiGR{!>b#syEy1JK8W!n0OK7{%X-F*V$>c>Nls)T|=z@7{3QV3b`AehllWG-?K; zOG8xw%}RlkK!BeE-Ek0`~_)qW*n2v z5@#Rm6?9{GA3+(ny-^KBt?6LYzV;SwO(B4HZgPI&^g}U|r(O0N2w^54!o~`^_ai1ym3`!33+iBhQc0zwok=sdsSp*u6=XbbX+&DnO!ls z&>_a`-IvzBl@4$@o)nApYKXYAGQ9=u$ex;0j)@pk*q>s0BVA-PfQ?|R^|GfH<)74@(qhprlO z-kY12Jgd8nX;MUly!M=d;Mrr9Ud(Re6n|1SK&t?IIkpx*Grynv@uN6L5(CGS1Z-&@ zmmWs70Fr^q$w3To1uSq0R}s*O^fkc*mu=tN8^f|Kr`!zqcvKD68MnghiXwop@ywPdOOSN!`bp@h1*EI|%OPm`Do3AXH$S&W+@-OlgJ{Q1o~B1u`K|7O~@8DnwqxD+eAe ztd3x8DsrR6n<&VA7Ywlv%c}byJMgVjzM$wAypbKhQpa=SRhoKTk$iTf!7Lc#r?>|> zQ1K)Ho#0)H7SuSV#K`adIg)kY$WInf{DqhOYc-;Fm7hTkZfq~E?Ad#CZ)l!v!NEmG zn$1(%PPsG4&PBP2)~VexYKZuWbBm4@M-*j{s>JG;NRNKw25{zj!-Zi}fLW-YsWC;5 zrn@OyLRG4<*L;5|%YF}kqIaLqnd|v&eXu842)X1szH~bak&C9GeEC;#4Ixqo`+pD( zgSWYipZfhvk6lQ*%S8)?t0P7Q4LH|tOu!ekC!KnR<8`hzhubR|y_6UTUh%`K8V3q% z;cZbR`{`Y{=#kR-+&turP1OpoXj0NTe>?7G z1@py^uA&EIPcw9aYtwa;mtc70|l^}1yHdh$NR3Ctos|b6kd|?s1}LBZOL)v zFNv~|U$bnV-uKJMG@_WVB8MP}flonvi~O{7c5Auv&434G;gjP(9NB?>BC2#ytK%8i7#CH!I?ZWbK#xj9tDn-!MdmOp#pL^|k?4RP+l zN|g||0Y_kdY70U7tY%hxw zpo~ZSG`{Ymn-ljNhFy14)B zdlGM>KYseh_1MiBzGv&qji4{67}OuL_BL-$6OG$vAGJe}hyK`rj>0y)!rX`OV( zJ8z@z-h$Rg&QVE!ybNkpf^7OKqj#=4nW|e!Jbjbm(44=8lzvfozFJmeEz=S{1dCl& zpCz;KiN7**WUyKeK^HWKHjR4WzT%@IYw{t7zyp)bsiRyj6P zM^I{^&}A~z=a|5=A%q_c_yb;&r1gV&cIbR>x0o6H69jE7{nS^bW@WYQ42?5Wy_?jt zaY~LAW{X^gZc8&&vbHuPLDLv7r9nSQty5!WU+wYrvFb>63p+<;LtFRPXNid$;ybN- zQJce4RT#WwvaqG3m?L!&(hnqQ^*UdMuAdq&U!Ly%CZOr{6&(g@BH3bE_{JTCOLl!2 zZf4fz2JE+))5bqMFr{vX~cWn&AU;e-)9 z`#m4A$g@IDP77CV!j5Kkk& z+kv3E-_&gF4gEGHKEG*w^j0!yuYSH-{(609rK#}UHIONJ-_zWODOy3z<(!6-O1?E1 zx98@vTy^!#3rz-dtYu|IzhV7!#QK7>ihnrAVOxf^J_kHJXN!SZ<7;}J5_p2EF%4E} zq)DyF8fkm3Uy$?Rh;!UX4H z0wV!M(BG}(E4mO{2fkox*U3dz0KFu6d5G?5(cXqhA`R+D>B=7Z&_Bv13Uj_vrYs-U z;k;G56>mtKF!&{b0I#p@R`3o;`az7q=+tpR5wQyOUr!l+fc(Fu)<#u&P*l_wIPMw; zg3tV7ZytiiB!7Sd+pGH7bI)!4iO-Do%u_qFQg3<~NYs9=sm+C$9?tuJHdJco)l_b% zNV_)dRJqG+$v{6e?gr<@C<1&Lr8_MwjeXK@B0{cbDE6IB+1btqyw^Rsx(wN_#JUch zfygfoac=|!#A4|EoWWv9pf-KMcHN{QRCD|{JM+6w>&NbzI%-w1SiFUu=Ka(146AdU zTFN$D5>UDTfr~kWr`iWDOK}hO${l1U3zR&17W0rYw#g^XhuraXsR2KUXUPi9=qJYc ze&n>J;Ng2mU^Cr6L)vU=d_tKzt5L-exG^g2PF8rdP|oK+m}+Nu$RqZ1(SY$e*fruA zkl(y|+U`ConZWXWsi%JNx^w>&8dt9HOByVph3M!yNZMC4AYt?jJW=~5C%vn6T*&5D z8B|N+a)|?vDuQUuWCKW5xU4;)XPxNpN5NjHu%3-h+9W!OPDc2IY6}W&(j$S~;Kulq z10KTRPH}G71Zz2yaNm8Ug1a*{s@gj9tzt-|ut!BdOXp)@zMparLKQUQejVMB{(6Z9 z={cSSo9&lX7@bb0oN)7*yY(w{QdQU8gD>n_vO~-A(i$T zTsPl-qR??Lck$-|n=56)7d4LyZUzW@%^9?%1Eu^zdHSlMbS?cj`y zb5s~73$48${2o&VXV~Pm$(uzyTYtbdZ+s}uqIN_Nc4P590p)rC^BKN%u3hY8am$19 zyK*niM=g-RwpzE*)H_-HR%30%Sou_Xl{ooBg)4WdrgKrQ*P}+~g3+3>DnGZ@oW(6R zifTJMEsi8RODS#n3pFfp?P_dy!$R(ZCYTXMmgCKo5lfRebENew!4~|Qd{g&15Q$Y; zYOFLXYI_7WK$8JF;x^Wj{R1-Tn&C<^Ms4lmEzhIg;uXzIL(Qx!xFQ^89N&try7>V7 zwS%hO361?1gl4EKg@1OlvKkQa6P0(&@H4m->!P&6-ck*beAqA@V8t zE6w@)(J7Qd_9VDbK-btQb>B$mJo01rviz-^ZW2{JQ4(nyP+w{t6x0BeAK4;JF_k zbKMn3^>lIFmaRL<+bJ>9egL{nleDrkTxdiQ`PG8J$8~$)sQ$oJ8ybd{wS&)G#4qzv z_@7aEY3@iVG~4PZuB5{lmT;Nz!0!xWT*767Wenrm0W`-tU0Tn%dIs2Znl7Fo4J5Jz zPKcQT7L&&=rbcT5S6Xjd`3sMY4(V4PzcR0Wn`@Wwz&ptSPz}S2d4%^Hu)5anTj`Mb zSz8xj9hIQ=Wlr=i1h2;|Q_9h%wGtGcp$^-m87k0H7nOB>(jxB!6z|V{Y3%u3NdJUD zM5hCstir>xEbqUSdcoe*lKPOGqB%)VBTTkN>qSqCjd2f@wA$edx#?xu0QTYUXR&)f zA8h*1Z93PUE965A(fSx2jj_@)Nj1*e>2gc$Kznn+yadSWTWjt^1Z7_Qpk#p*!=;Ey zs_BN=6wZ7Kb<=%2_9;b^!2O*Y3z?tOkjQQ(7l2ZY1Z_h|pX!8yPR#eeo5$s{<3z1F zdY;mk3k{w5qO{78Lp(bkugQE<4(LqIB(&6aWf&Ln3!CaNTDdjL?%W)&BTogx>G_u+ zzs_)L^^v+weil3nLqdv$^It>dWGelSWAPi>g2mWWVCn@n8ln%*8OJ^Yc2oZ%0)JMgmBv=puQ_Ke>sLdxlv#9C z$FV~d#>n{#&&9Pjz)!nDr*zh*!53N$M-D;2F*BH71J}j6gSpYKJDP`-$%CWcbK1(f zyI!~+dYDaG{T1@Q{0EQCU7la8Z%s>OY^=O)pb&jnjSzYn1K}#BwiQm#NM1eU=iTGw zY-mU_4dR?Tn1{d#(eP+{Njcy90YduS)1hqsX=xL&K%v8s5N4>`!=HORp+i-Xw8*cb zGnkj%wHL2gD$HT9F&5WXBJ!o~DX*5c;T!Dl3~lnl5}&jE9nVc|EzZ4d-$e%u*T}M? zu%l}-KWi<!|p8C^qrb?8a|bTcV$sK139~Okgz?b+rkf40tr{sZRmYM<)txQobDs zvNPYk89RlBZ5qB&S346*MwK=Hcr3wg7#X{(C%8MvOe`g(uck*BcLOoaa)Ew1*as}F z%@QOWLw*z8x^NmY@>ajy6_Z)(#K8D6TXYUbJF`QrcEc+O%uW>{ponQ*xQy{!v)VFr znLR}OZD~(A!81ITF6+YJ=M4Py2eeSIFg@neOfx~CX*I56=_jBe#-Oc9s<%!@{_>nTN{I_?$L|w zg#fX|F0pfm^=Xh@zef^%sR^yZ%7N|ip3VU(fvv-8HVlZI)_70beD!L}+qO^sJ&$-iwqGljkZB?w()-Qo4nqMvPmN3uR>k6MRv*w=Rtb7RI%^w~Uy=-9q zJf_~7rC;E>qoKsEZH>=^GJc8%AKo<-#;Ef3O=?)0dy!-tOSTQyZjp1RSNTNu{9_B-(E^Va%z8cz2kL~ zxYAu>^&takXOSphFUo0PS17ad1wFxWA~fH0&VTeQqGxY`E>mvLyy*_`N@UyJm>5fL za#PsB=mJc6Vh^v$MJlbAGjQ92^|rk28p%SLUJu9q2EE&n{GISGI=fB|%YJ-{tcH#G z5yOKctIsx>WW*07wCgb@XoGI^+Hki-J3Ik1(uoco+u-kCK|)e@7#w;(8#bbngO>s3EySg03jPoK&*2OoIr`+4 z1vySwb|-COr%qJl&%5;vubW%0bS2?}=S8!Kmuj~*b3kj4#K1W^NfLk>V?Wfjz}z@| zxRxnlP?olE8>f3phn|CSLgAAnXn6*`gK-{{tw`|Vwe#5Xnx>P;NM8#e(3UDO1yP5z zKy$11u&|%|eb%!4nT4WT{K)${JXtU06_%B4a;(mtM_oo|CYd?-NgqDnU~*ODnDY?b zz~kb;bs3-h4DnK}y@Gl|-;!K9HI3%8uT%7IC}h2bCt_~Xtgun}GZ|tfGTX&#p25rD zk{!g{)E1Ac+}Ak*&%<7N>rB@igL{VvD1{fQy>15o%LvKybwKB~zX1mskgsZoJ6oTs znQ}xcz*9iHqhgs9&)L^7XN59PcU^R60#cPJ%lrd)h5dAzwLcaw58O2Xg`c1gvbR&U zNLNEW-gJCCMx7w*y{|J0+zY})2!f8R4yF4aM~rUJ%Eu#^`IZ>u)mUtl^+7pEgico` zZBrv{`@~AKRg{s#H>b)w_Q4FjEE3vuG5#bNK60X+%d+T@Nik7(&AGyO$1c5iVu)5P ziMe~%iz_kx_DrG)2O7YS@4Kn{>APs6*n!#OZ1Rt=!H+n0pfMc@jD;91cEiOm19o>k z?c2BDhq;YM6U{X7;cTh=>maDxp|hFzEt(*VcVD>Cp;{GY!_Ig5=8*zJKgIKST~pI_ zB}G<*vbJy)k!IpgH628<1skp>fx^$xJ(0+eD~t6`!NCHJBe{B6NXgFA@k?{lX56Z3 zV!hHP@qFa_hrLVH5#n_BfPD*@JHJ|b zg_S*JUCmO03t|$N>N(6-4C#eE;+7Anq>0V)B4eT?E>CyFSIY=r0!GNJ0T1a!zRuAu zjhn%)MlO`{g|UOewQFsmhS7^$U+sy*8bc;k(a8`M4)ynaTeB%CXUXpc@YdOD-=D2C zYaeP>jG@nFcWrD>j`QCQZP^fgdiQ?!sq6q7|I@sCoh~QDEn{(#RVc4vd|wi)Hjx8WmY2HT;W1 z$uwUV`NiNgtBG{U!S0s6ZPCyi*m`lp8n;beVCT@Dux$JU=818 zeLFYj70A1E%PXq94>w2=4`QB~6<5yoX4DNH!MHqLBhCtt@;yWnooHPDZadsryf)GD zC10{>rT*q1!j&ZKDO4HMBZTctQj_Zy2ZcQ8t8-;#*;R-bBoc&~j&naC!KeBBY=|PU z7zOY7b6S~%nt8P&OK7RBvO7w6Vz3LQ|9J`~CN}xgT^1I&vJO=HuZ)7RYOUUDk|Im< z3i9YlI8gpx<j8HVS)H)`OE1rCdJ2St~vwcjt`O2d6=gb|p zef)Bo9$57ODD;sMhijB(f!WyaoHAevtlnMnmXzC%*j`*xZj{_vn6f!m_~t3wA%qDA zR9wtlE4D`lwSsA(O~|~s=0T$4F7MlEOLnXsHvM-E`=Al_I?#g??6EHNHaNqe-U!Oq z&cWdUGtSIz;|Cwl`{SIl<$9`-{XB|i2dl!&7Ddiv?F&2{psMHaz(KFUSV_O|$Zeu-iWFVf*>2?nuh#3ULeO3$H!Dci<$L z{w`K(g~`r;$lFvRgsnLwQ)kXQV%kDSUO~OD;}&I{oY!FM@>MITF{!2eM+3LNziHGn zp#p-PY+${3ILwS4p0G}BB$yMG%{a028SKU0X8pl>JiFC?cyJBhWcd~#6w z#_3am8TqFatGxu)Jo8&+Ak%E@NMgXDlhHD)^k%Hs@QIR3<@2Vn5uM^2qncG|PPBdP zY6+}*wA4O2#8@Ec4)7)9!dSVTe`9Boa4Sv~u zXWx*hhsHAdaq}osSL1|E)^XuXn}fH&ob~B}%Sm~v>%_C7-1ctM9n;;u8if)poyFRh zyubs*2E#Fx%hN7N)DMGJ4NKJ4GSAre`VhvfTMOI+LKxO#|aPH*}V= zEcC~_-+2~nS9|;8*4UjmC){95D74uTYUF(f45QD9P2pd{B(0Ll>rZK z$q6<}OjrjawKCTihrN64$*=0}=a~#Asp_6>@%)hlQSRA2 z=RZ<0NXS|BtLT^Cxr?@_Kj?_895Q;^bm-fS?lR^H_O8`lK2a@mydc2QELSsilzI)P zzB2B12q!ovbjsfzrEm`3bHZmYU%l!v&iS-}0vkZ977Th=#nOJa`|H_NOmyN0`w1N= zO&Jov7>U=RFBKl9FydxYXvwFIUJW6G?Bq8~@o=_0#mb?@6QCp*r?--5&YC|s0YDJ-V=pkW}UYXJje$k$i;8W(^a*|l-3$I>r#^> ze~Z+US5Zo#L1AXvD}CZ^H5j| zD@L<@olR-PE;qxAj*1*?I?EznV+D8$U{(g8v+K?g4rQX|^nJnriN7T-@&9Sa`wIRF zop;yJlde{R^GT~Gjm)60R5SiZrrex4k?WU%X}sn%GTQ6tV`*6{he zY0Ep=djbRuw=AcJ34SClwKf7cOE(gzuI8*xCKUf#Z1MYiUQ{{-9nwr|5waPxqp4ov<5zpct zl&h*jR*N4Nlv(#A14L3W%!U@ml+Szh6l>2LK}SDrm%o;N%+OA?+dI;{Hv?C4_CjhEF2j|oDsaBrYp zBkN{Ex}SaqBWxjDwOV^0U$6TiD#n}9StnBd-Nzj5r#`^LthupkGUBC0Yy=%}dIO$U ze9upw4~|sxiglbhSm)3BWfH{w?r+X|BE!&6<&C2+Lj7S`MegKz)sr`Zx(!Lo)fuN3 z_|C>C@Tlto;Wr`hE7_ZQ->gfE_3P`!ShY{PRzJS7^B5NtPz#D!x%i0Ln~$CNWanAv zye-9hOfPURD(JCQiTKbHbk^t9ku`(em-u-@wf#~WU%2pQgN;6C(@L|9c|gc#%(h&* zM#Py&qf$Lj7Hxk%dP3Fm7R(B&*v58swHL{o))X52=FNM<|wuAgy2_`IlpJ3I~kf?e#jDYd$0;cv$NO zU~Hd-{n*c6A$E7Fp`{g$99n@)mOa1s(ys5z@)Q3L&AKF&2Wn+Tqt%bxcx8L5{?Hc3 z3T^o7lD{QznNipcnwb6cobxbTQz~3yC=R%m0!Q(o zsoHbGMT4SMo=mdhUR?Y~c= zLcZu3DM(x=n6oSKcK8LQvN^W_fK@h1iai_)J;n`FXoF#$aff3zSz)JfHCL$cz=+k^ z`SYfZ+($>I;H1o^kHHOfhH9 z!jP{T!9kAb0u2f=Ia+OCRcIvF8TH>o+15U1R^g|m2v{G<#{zT5fzGCwRM}z+>OsiZWy)&qC8uwt?-%@U8VRaGo*Hw`Fu*JC5`ohlnm*FEYj~#k( zBhvhjLn-AD(cH_C)|byOb+SAa)JNSs;f13sF`e@4HU(~!LAnSb1;9ww-)(%yh^xBl zk2|I=?K<%&w)ha^pR|rx>5#4Uw8QymOUK!QW@zJ@C26&paYvfUa*;(9YGp{~& zV?s#0T^Odlb!qN~1%y5^IpF)Mqg`+jTyj-rlgrp3>D(0P8|^TLsU6mPR6z{|m6ipw zOH@@V)$u!bVZK+m(n&`A;s1h=`3iX$@ZQwB=kf^6?nQ}J#05#$JEA_0= zNg_UxCE?C5=pnci6wSgm^o}HP9<^2V9X<|?p!2A)gLCdq01gt^|M0b1`2p|h3>?Tj zjo3u$h}ot3Ye&@iPk&rsc2~x?{R(H3{{<;GORdx{)4qJ*zLnEqX+!#2ygTw~opnwqQ$892fj~Zx!0uDw>VZOWf?CjYw-E*bUhQUmDsw8v_(N`IEgh00Ap$IWs~(q| zR@W}tyd2GqfrXg^T~+B%zEd(=PJh6et${dC0#q%JJu4Hhq={J`P9NFJ)%LyEgf{Uu zqG%>``F<)I>|1J1@>>{Z3Ml1VzWSyv1^mX^{2Xa|Op-kE-mt~YjU-;-R~s`JcY+02 zx#qIwJb%Nc$5d|Zd_sO|#o1)H*>2lBk6^2wlPm02AdVGmrMSaZ<_sm56fE?dv{Px4 zdDs{_+jq2|tR2Ch=I=}qwCL*gu(_`(Z7BpMw&6la?%NMb zbG;N2hH4fH^R4w+6LWrlUmMD;Nj+COa=XYttj8E~3&82>G@lRp_;w&l`+GiQ)38M0J%ay63ocEQVmi zX6&Zl;Vib=i_!~3PK|w-A7k-8DYnAHQ$iVq<*f|~7P7SkV)3p8t&yVD(nha1~U#3d&7g28W7g25tRMkK!tQvT_Q_JCn z(~<#S4NAU#sbG0MCvSx(pPT7vXSZHgm-HZrgP$WoKuZpfBf%RYG0BGI@(0zgIdD)B z-4+GKYUznF@<*OXTuDeNAuk74xN0)?%4t<{rfyj%LO^kf6ttTSVld~$zw(TDlOcw| z5ID?#3)SBh9ssmE^ebYn-ZX_COsX|L;bTy%okBJ(cHi6vWv8)W4Ut26ddR)N1pyOfIsAYHJ|gtr5_*y9C!E zw!p~`?wN9rE?A|Ujm4*4@dU${ze{)z`y8|N9ER442xFJme9Lyt>TKCy;3i{hfmZ~fIQgB zCW)nLb8*Tosz&&v-Hq+bg#XE9hFklN;6M*mNe?}zc&wmn&d5fHU zn5s>rNR-R56+mAM7ufPHE-SN2wr8+1S~`)oFwZc5 zpfrUk^o2HyR^S@tmW?V*{TTNFjPDrt6#xf(916D2#m=3*+$TqbM_UMy5rkZLiN8QV zuEc+Qo$MyG$Y7S4laI@ChT*;1==}IvWX2D0%_@n%%2@#n`Awl25W-K3UT8a zE8nPZY>K_M6?F;|%#!B_%(C66@nu01cPu=MFy8Zl9WOKGAu>c?=T0#PNwo>%5Ijiqi-1)u!jR*otQxK=*mo%rq)s;2a zZP_7)-hIDAD|(JtV3=4S{xYdM>sK^aDnv#y!_3%*f_L*1Vrn&GRjN}rCXb9BL>%4A zG&#XnWH=kJ#$f7-=E&k8Nl2c+5Wl(Y<$jp-Gv%G&Azi2%iX-_E!0Kk{QRzMN*7(A#Q*K6!x!eTqrDN3%tlSP{T=HtW=KC&bc+uEb^5_ zyeXs}ZpM9pL}->9@jV`}buGVinQwwj0KA^NM7jlHG4wt}* za9LC$+gk)jBrOYS4kA4^AF%xF?nk_i&3(Lmx@F@XAlUjJ&#p&nD_SLgtwCx%sfkvH z^68u+;oKl938KKx8eglw1-mbS!^KfiV~m)^M5?wT#`qj^Vn#O@@Ebex85XGOk6E1W zL^oLG+mHNx2wwq{=U8v%#M-QSJpT?;|Ii;*{jrW^nZ$A4O-`pSp z^kty0iu3vC41cJbi=;+gdE>sP&J*g*!5&VgqjHyaV+KiyRep+|@7t5!=^j+<4b7bz zKTPD+?)P5vluv@>zYcBK^MhhZ_sTn?;va1j+LUS32{;JW(;(idkl25&#M5Ovs1@6- zdE>IG4EY&iv;DgUvHZJ7mA3vgI}`&nosNUzfK}71KWyE|wMZxd>WM@JM&R!v$S%<*k>LrHTCqMLcje#o{ zt1Dth-3ME40IE#qn^c@(BYI+?ZcdVwO+}6SUhlZ+!NuWE9sfUGskNuuQxyig0{tYF zUL>Xsq(>JjHQ_@!$U+pH^?57!DlVn*oYlyW^Gz67*VP8lgW`=pglr&UdnXuhZcwIBN8lb_skF`Of*R;oD(<*AWK5R`@BlZ)k_h-J(@r zCQt4rP~#4I<7><%{>r}dpO5YTVaxrEQt09(?`ilvkep;wB+J?KQb$bVd(hJu(MFd6 z)<>AwWwo$yhXTXi`za4JSdzXwxJHriIm_VP#*0cHzJ31BHN6-1x1pFxkFFW18Y@g? z8qWV*GkVJ%ulPL`nH0`|do@f0eA@qRxw60nITPluRc4l**N-+YVGpWrar)mY2^cnA z_?dOUZHbfx{H)8{yIJQeY&Q}ztbqjK<@O)zBlt;n_RdD{>b2Wvy)egs5FCnlPs^J;Z8 z74Vz5jTFu8endP^P=R~|>~`2rctG61`5CC8i5(|hvH98((cAR2Bz!%3U2f5)FGsyc z+Wi?{Ylf2!P|X%pR*t+grP(0kwAo?bNIvF*cd6rGw!%xSiNdn-=_O0h)W((lSv7gx zPr9_ZAP9=UVPISU8%Nn-16g}S))#R`e4K;9p z?7Dv(} zP~K>J-urPoRH{`~*&G3)V2EPweK!?ZTQ}j)gW)kAIc+61#JJ69*de!|gBNr3_Hs)? zTbo3lF_^(&lIX-0iJ;DWMe%v?}+cfyE z*a1lT&Dm)IP8Uq@B@t*OTe}4B=wHO&rh_#!Jn>G>))5FLUF)v@#o?5o$i*7G(5&=d zjtw9}H1uec^kw%--;N+}bEh43WoA^AfWiu4@sF4q4;Pc{9kFEX0XGi^JC2Ik9|;z2 zZ?$BY)8h!3k7bzEI!oY$o@&ec`#|(Wbd-$?UWcUxHFy3RJ2+k&ofl+KJ4Ms)i!)rq zOWdA1SnqYWhx8~H*|~~8DdN(~8s<(=E+uH>M(r=qiVj56MPP}`cSp(05I%a}!(U61 zcv*5o8-JY+iJuSQdbaAL-@qz%ZYY|D&1zpA4fNGfZQcv4rz;?MbDB-g4qRvMf1kiw zlz&PM;_X7VHA!X*&aTm3=mwg^zCi#uI<~&z ztK=c9Vy(?1l2GZ!JVSN`#@SG_3dA~r6{nuJc@)?THV*SAK(kh%AFTFdKCZBXp2t2B z9VL+vXHw|%A}ZPKz2`Fw5HyVZ8)#pLX|-8@wf!vqQ>t2s!TXlFuX2xSzogK-Okjw} zrMeB-oNVMiTBN`n_O!5}X|AiKZ>MRGfk^TZ%Nm`z{=joY=wW7ifMjkv++k%gM&Q%) zIs^*4?ZMpp;eol3(l=yq6s}T`Vz=Uwi@yK8*%dY<;7ly_;uT_ezJscBm8X)Ow3hYr zPp5-VU9b?W4Vrw#uQ0sEkMzXg^~X>Jq2j2Js37Xw7b!8%SJ_mP8qs3EGVlLHUl+zo z@|rv3Da0u5$5{kt<4Jh`{24$dzPl?!4^$g|WwdWyzEbg;#LqMD!4*A(rZ!B?_88%>~8ZJ59m(5I!?A76+2 z#}g0yCtY*$&M8ljL!;=O9MKO6oMCmmqJOi4KZ*^%+`nlpHSm3gT8;Pf$NTg&Ci(38 zHB_Vb?AHzVvBGd^)6*+CYewnJ&wyQ-WwqRpw)9)7p1B0Y%c)XN_)c>iKxhQ;oXPd!Uz?hE!VhQ@U9m=rwqgHPGl$Qqs-JH7$Y=pHx?#%kX&no9B`oYMW zcsn>p*IKmmo9)tTtypcOAdq+GGT*~T>Om`CUMb3NI; zOFFW;MuJ(!HK>}o8~R%1Xrrf0vcv(h(YsB|@mPt*;Ozm3=ZE1N9;^roK=PIgAMQ22 z>E~^-W*!VkPv}bI@MDUYnv~`kSQ!e??^$xG#-?zx+!D&iL>_k- z9L;XU)Uk81)@9$hA;EaOX~9T&*3!oPb|d7{n;E8(VUig_2uTqRxU^PjVOQTyxn6h9 zRtpZ*RsbKAHqitpG`Iin`zB8_h6i z`P=XRO+&@YKyTzr$1m}^-%Lcjm$kef-J@kHK=1c7tG&e*W9YSFW8f$60J_$z_G>ps z2djCxH~z7Xp~SIh;}Cqtk@;+;rEs#k&TW9~N~xYh)(h{~nj20a1M8|dJPXTD*GV4Y z@w_~RAmrnuNrU5vntjZ6(r?nQ;PmwTGfDSs(nWHtW^5S z5%)w#ZD7WnfGt%40wYx)ovOcX+(O`JpYSe=oSDI{gin6-d3GkJV_B5Bxuc_+ z^y$ZXIJ0N$J5+Zh=|ST1RfhBO0qsLXEouF`5-L#0TltHdKy4+P{4VOj5C752h6kUu z8d@MY0k`$50c)F!Hq=cfeWdfl3|N%_GW!Nndwu#I5$?3g%d}#+8Kn^5R-d||w+3AC z&wNyG`RF;np1vxb1Sa_uzFZ|(4UAvjE~T|v;Vxpq45TNhDj_DHnfK$jU1){MTwCEn zBaB$ac%^UYf8o6^UlB8r<0f;5<45IC%ZgfY*-5)*9 z&&nzfPORyZO{IQ1N(E$-#r&f){-1bIqUQzC1-lwAXbUay*VL7`V#E`j!yo~Uo|1yQ zMvu`~Z-+nr9K(v6*pXbK>a^e0M$vt~!*0?eZmL7PpY`UFtBV&*mI1L4$suCh_l7%S zcS{*+0}DLWOYYv&BFIq}^1LYNz>@NRX<`GUOWaUnh7+gZx)n`z5g#SA?aGXOIDJZw7bsioJp6pF-GE3E4fpUaEpc#Ua#fA}YL=uK^o})y)JyyS{{H@N zanJwHum||}xaUz(c~rmkQ-dPw5L+{XMzdIuUfkGo!_$iT{0C_tk2-ZDzFm9Fy3PCT z7el0lF87C32B^U9d!4-tYcmJw+OqOolGF%&AyO%tK;84(Pn-q3w7`L+%`#UzG;~F) z^!CE$a?Lm_+iWmY{Egn}FVY??5%9y80pqj6^0aem;UO9yKK%;SWNkZ5vOX=ysW7h* z6PD>$gok(LgNW2YC)fY@bf=ci<~HgmpvN^f+1>{|H8-x^<|}@sUel8Pou0Favf3$% zZ^jfqR7z+Di*Hzo+KiH>@Lae#e}%$c9>lvwGuzlR#I(QIq_kRI`K?5=)UU7%0EQ*%FyxL$_ zLYMn&?ni){)4w1;Hw%`H#*Cf;mgK~=Tvs}Jn>VST45d?@fb&W`K+>!{Kmfn+W}Jo~ zU_w&i>eY^iegg1hpZfgm_upcWcVAxwUynrj;p<>DQ4MEchrCR>wa|vqR^NwnpsLs2 zRL{`-)?>b=7zr0c@-I#IS7LFnnu*;;jH4VAd-moDI<+CR7D9NrwF@sW-X3M+rMV}|fRx@?*ZSZzoHcd3S+nPID(d9%Nq;NxRzFap zzoOxHTWGPPqMU5+`X(S&W3(x&`>F3M44gA234~eLO(t63YB3SJv(<=>{&PSVK)6J5 z3Ut&kG5-$l|XGfi_e9rfNkc?7vC*Y$tc(E5Map9(Qo%PfQWs8!i9;ZQ*D zl$VURh;a5S;Fni`Wq>k7-mlB~`M_pp7ClD3qs`e<^k}->OcBl@FZcCc`&tFjb6i!` zzaHbG{`iYSekeqjrRn0wR9%X!gV5h>p?m%`+cblobnUxKhXlG-EvCIsxIr0N?(5Df z%KgN^J$zSJ2nZSd=SL^je+2N(=qe0)Qkvtgd&mz-W9$5pkI1qGGv{A6(>7t4lBE=1 zmnCr8$=u+|ORfuX9PkGR9}Gs-RwE#2I2op-3$z2JK@=8vaw&m&3NPv>=ZW%0%Atdk z?)Tf;>~UrTe{IqfgPSfQlO4m8HTB=8_C3K3wYgpv`9pXRE*7nce zEOmQZA_Lg0m*)j;{v43zamIW*FHi~gNEKSHnv%phSxLKkW;_H9sZoARU#&eAm^*|z z)QE%941wvjjPhZ)fG^Y`46J5;UP$J)>q13Ge2FwKcdDvqsx@QF@SbXqy`{3`KoBX> z4c3Az#ONf*UQ$8sko)3XB+9T1{Ow{TItG&hIzw4(k}u%aMgpT{uF+;1KNW2Q1(EZT zN`K5v5~u?+)4?fZSDhqZE;PCs;{otByYU!pNp!6xR$4O(5c3F1CU)?bYd6VBdaaVm zc1^-uY#M5so3B>}SQ?C8SKj%P@BSk=IyfzTh$&dl?$`lHg#HNL-pFW7S=LK)xdeyGPw_!*scbL(5A;+ z;e3*_8B(;Ow}*LPIv=RZU*GcmbqZ|1f7e<~5VSH@c7WL7=a{Xsjmt?EAY^dJvKkb+ zz2bxnkW!84LbXP?!s)Gwe{3D6@b*(%xFOMXJEan=3Y+?{IHnSwNVlXFYcq2y`7S*n z!8nC`;ABE-1S&R=_0goguS)qA<5{7Pj}x=$>#q3@B{RW#1xV$y!Q~5``v8C@?tF}X z>1QY6_sY|o)cS)!B#eT-gEBg0w(qfy45xK1e6A8k~Uzp&*kA6~SeH>bpE?cXaQ zKS)Rv%q=f3I}sa2o5}EV*q6t8A~dTl$PP1Pd`Z3(oed{`~=@qLs=#7`V}G4 zA2xk9egt!op{4RBbEzYDCTIaELXY4XpvPnE#T`uKP5le(Ld%zITp;3NOb6UWv7kk! zI%=XY0$66Qs7}>2wTSC9=(j73d-2h1Q0UpE%L2x@%}5dy@PzN#^I<<-c1MU^7chm| z?GcHNirL@r79J8oPIh?0(Xm}Dg+Ee5_wJ&i0A6eent@kKBl{?l^x=nA$t?&CUCP+qG;yQURc% zfo`90DTV(PNkg7fVr;ck#k3TP9sykv#@QLyV%yIUyP~_Y+#d!$UKn{GYopTyGiKmo zX=fp*H#(uW3{|b#dXVf0Ch58-Odz*K`+JpZ8R$M<{SKHEzS=4nnx8Jt z64{LrSq5VrnbCWDKcDxXcz?OS&gXvSo^zh_oaZ?Q{#A1&7ODN<*lYVM;SBga-dS~=C|}Qpb^9=^ehJ8$P*eLQU!Z(ZC7J{{v-aN^HV17JZZ|_fMjH%; zd=qf`$;mGez_BiL`nJZ#Ux?b3jlv(Z;O*z9IM;f)V7~}&N!x3a27K@HavHe14%W01 zA$y*3a`-&SQSH0$@#P*@j>c=3o?IHhmsM}v^kXes6WHoYkVjT+I*+Kxu}@s;yCQG- zm6)_3B;>{{9Ll9axB3#E=?MdWyh15&3Puv_d|~|!N&k9KhwXB@4%tERP33QZiz-;s z_ds=E(q3-T?AGHn);qawl2;!LN&LGr_=|R>`yhgy_CBDJr`Kb-A=cV8rM zJpUAQ?g*Y;A;;9-+m&p?s0%H7aI{Y!sdFvysC=O>zST5@tnJaNn{zJ>z~pW180wgWK54J6vcBQC~WPh^R+r5Qw#MB9i7Ty%uog{FP|EA z3?X2WbpIn8lyl@TW(5UXef(^>Blg~4BftDoKPmSSuGOC`V?c>GxKK9j^wsD3>ys}6 zYHG+qAo%iM2rBeDv&+qpnEAdT#wpKhUroX_AD(K8g$yfIX+>S#ha5j@lOA7VTQ~A1 zx!NLEZl-H+EnQAaH5{{G9D}oyQJ%)z^Oh|mKG=;-(rGiP`Zop6?;`KtO7+8Kq|VO^Im@=6PG?*_)9GeZWN-L-Eg9D11Em=D@Jw-(a{mVM z0+XnFH+Ed$&P~qtXHT(e2mCt=yDR6E0+Qn6R_3-uCPD4bc*Gj!E##4%{w#O?hKC-x0T{yJZNR2Q*86#+v2t#ZJQ4s#%^AU z)swzW5=-^f==DDmAVn|%{j#ILdIe~E`lDRJFd|z)0<1J;;#7644VQD|Y`y7$Fz3v^ zRVQ7FD%FF0D{Oj#5~r9UZ%INJNx8~MYW!EO^krImPlaypEq4!!S&tkPrC0<_2qae^ z8lP`GIcI`Z_nA%0i*Q^ia&tg?ZGXTl>Ri9s&O1Kx6PF;rbE6$`Imlkw88BYm0e7?f z9s~7ZPDJ%+>fMSDue{FBR*n@vme>?~eqqm&Z+F8ldzKuWya#2R>Qk%>vNZPprGIWK z{dQpI-r-d)x{*7MK7_4g5e_m(F;8B)LuEnW=`v=N6-XH8-mW5nYJ zwS;WuH$a8D)RfaPiwQW}ErNvha6A5moaj%$_WMD_Zq@4uRsh9pN)9J&z6=Q?!wOV&GILk6DptGPRC7e< zXYcayjhvh{GjpPoC7g4yD&~*ObAW2%TII=W7Y(;bEA%UBjW4;Tb@j8XxsA^6f0p>D zAauz4xIh#08l{&bFM6w%)piUxP?LF3zJgB?Oyr?>6|WH04lauE9z_@R2+DP_K=`eM zQI&9ULI&hQ;t} z=COYv!u7~o+!7i#w%_RvzYd>+U4X8_70?o{v^Us#1`%(&<6~oEA(G8b3ZcP|>NNo- zDU2R@4yfcPDxL8>Yk!j^GCcE!#Q>|MR$9|hQotpOli9N_eD|7^CaO;DM!Nb-Ib6D5 zQlHd{a2V*(&6X}u`jqk_fb|LO8M>skw3|Z=w5pRG`G=5~*_rV^(>}z(iA}s1Q|iL|5#5;#!0H_vaGJu-azD zVA5c)91sBRp2?;L{Dq|35`6xw^Pa@3x;PB0Ogl|R@FWg$XKdIsI6mrX`5JPz&J7#k zteXpeN2ww#XAs%x@nFxT>U4?vgq_rMn66veFoMej8kP@Z#? zO}g{&*gC$GNrrFg`I=W=h8c*ynJLe#n#Noa z$B3Lab{^SN#JC_0m$);hjCHP-M{rVL1alToZPtxQ7VgpqYwp|r~+1RQMnRhp@3D5CHzfEf4JAt;4a&6T6 ze!(eegt5Rgl}J7@;KftzWi0K49wojHG#v4QaQmcJhBh?%VI#~t9}1@9gJP=e5M6k| z*PSbh)V-}GP%e~HL$V>YN)l7fp*Y4TwT%gnzT0s)H*cj)&s`PB;Z0czW}X%|4#?n(PE(cY=ibe91;$YTAh zjP)?gO{oTOpK_Z1P`YdSKsi%M#*Y}pYz&+kcZ$~5Av%P0I=K#mG0omra2uOpH<%WZ zknZ35+T_$GhyRQFdsXiPwodhrU=7JlYaK3~@&wUq7^)kMo{<<=R_ z)=)JG0AzG;!%tg;p$8EA`5Z8#?d5Vp)zcFVT#C(TJ=1w*T8^*ly`e8Fr>^p8DPufG zDF1=X(hyaS=5lPZArd?#O2T+dV`Q9(8Yj>;%5ob5AHn{edg1+-LXV&rq_p#{Joe$P zF`e<_Kar<2;Ucs>0dv$TwFBc1om^Ur!;24evW-7Mn5^Pe%gY0C^VS*_Eq2U4zQ{a zD2jtqGjg1cS$n|Uk4so}$GA@?!W41|>OH>O4qNUch*9eQnDHON$x&OZT~w6=rH5w4an)NA=P-El#VJ=mO1R6bO7EFg@{XVO+Wd0bpMS@4;3SL5f2 z(`;^7U!y;MhEaQA49Dt}r>m6`9xJh%@U&DO`NSZ967Ih($725l;fw2pHHyNf(y44o zBkGU9-Rfi^{{|lmSX_|+JQ4_~6zy!#{jZ_16{)+Z;SwShcsWWs_rZIY7I5!F;$@2YwOIqqx2Z>;}h|=OgD{Q36Kh*ciQeT2DS&B zIH)S)X!V6vZyAhLDzDe-ccc|gm&M}JUB8sjtpH&GVNSe_fXaP7pc0u*Zzx#ZC_~nO zB|%U@Nef$CC=uanpaOX6Ft*-7`p&X)<3ss@e4 zn*s!3gh^E49hn@Y;^*#O`1t|4L73ei-3;YETR_+CyF79qHg(;ux<&td+t&&5t+-~; zpRl89(mlsCp`h8alv9`#zM$_v4%6O{^(-^j`9)MRoNLQ|ieL z;7@w#i!*N{eQY2vd*?tg0tlthO2aBJ!8ugz)Vf93ajA3~G4qBpgB;IeNaVh@|It|9 zC5i(fMbKVhycj7De|L>m_TvDYT?;*hE?&_Sfdwx>`9uXhG{@@~o!Hrp9Ii?1EZ=+h zGLDbVQgvpwE~Se8W4kzI*WM>ljsO50h}F!j63J(zLyO+Qo|i_aRv4KCn_aNsUNzf? zT~HR3zjeddJH&B$xd+cZyJf#<-zOYrWv}Wsm7iRum=iF9Ypf-na)CZ5E=f}lvFj4a zQBjOSASXw++mP%+=8j8N*`gQ)I$S=sPWj?<#oXFS-sdy4hIe^u&`jB3iv(N&Pil&Q zIsM7XQIA7qU#AoEZTTAtC3dvbz*y_AmARWwJ{#*acJ_JBk%#agTxIy#UhWUD)^bQ5 z%f~m(H)zaM(uP;{gqVAiI88@&q3&cmTRiV1R?KM9;uNHJa-~YgymYx`D|&NiyAJ;= zL1yFU%6Db@DpW(4ozII_K#M1#WGI*$XDO99zFBr;q1W#!*-_+93BFdpJs9OyU~8;LMhm9wJ6JKN2bP14r3MiX58e(C*Ga8EE{sFe^?1lU@^{hS9D11U185pUnj( z=Iz&$4Jn_ZMPoq95((>qve~0*T5lW*WK9X|k}4sYFsXLhk_+%CC}SFoAV1hy+&(3w zlBzXv2bxuUEfap8`MecB)hOg*!^W|PVhs^?mXf{nNH6*vuu?c^p9Zd>6di2K>diYn zsvTHhShQAa-^b<8I!tG7h|GuAaMNUt6~Vak*G_ zNqKeVJ9Cm(2e1CFbD4`#%z{_GhYnX!m50$ciGre>a}J)YVUL`Z`_9Bm>LNDnpGJcl z74xA=w8DU6EhDPx`TB}W9~C9Py7T@LaUAY@kdbmb8z>@^HkHDu_|^Jy zkBNUKYA7p&@ia1>Jp67`d$cXDGVRr{e}}h!6XLjFq-s5neYn+-(1=s8oGr#BSR3@z zNO1F=;S0D*)mTl0?93-(wiAKwm!PVw?gZa*7H~U41Ru{sX(8C+1voW5N&TdG z2m}%Z0%g~aVH8DS-L;9J!W}a%wyZa2(jZ;!<{9pTmy8*Sl5N2voZD?#&sud(Jum*^ zr+|~+sPr8eG*Na*hX|V&LEP6YC#P588J_2vUifOw@bWv!Ur6v>*@`Hkc(30{{|hmTon11x%+Jj)Y|Z6D zl~N}D_Tn@;0ja*&thSSh9o->Xfq&gl@6Z+YIt?OLc`Na-iUkD)wbi&9_wfp#)-**e z#0i~}9GQpz36bmCt7J1H%aGWsJnSkP^F~6p7{sN{8W@Qs>od1OlzK5WK==3vP_2z2 zi7JY!Z~Pp3yDa>skL=>pu53YdMjTM4PuKUfwOjtQ{f458;r;Q9UTteO_o?P`+cUiA zDYOj1!BrJu-O}6~zZpF{APhL`meD7N5BeeI6t|_Lh+giC<4CrC9&{-YnQoZZsGHX( z5veWLGe<}MP~*dNn1Hq-+~ID=znENnBqT{vZhwQSE zo#8iKA}#?d6sXzjDuY@YMw`>a_x$U%;6x5|>82jYQ=%_o##=hh0VwmEYBugdAHVE}{J-GGp3ClhRQQ?Ul1TOF|^shgL{R|FIpWirE zJHogRZ1siD1HnWPu;u|vIUr&2fEC!|Dn)j_tlmx=nbn=zE%9UlCPDbX)YT1j z08C<5J;0d&Cq7hSA7V_go(21O_?${Z8aE3Z^o?_lT`KOOO+H)uH((r}nZ z%cxjw+*p=Hu?Rt3w7bQe7o>J>k@LVj@2Sq4hOjfLH2|x?QrRnh`N9C1djCIL`1LPe z<{5t<0I)a}4aNqjc4WV}o*F%b|F`}^I8l#dOq=a~2NM!4SK@hgHA?Jx;8+E{)URhk zOHogklH1mYu=Bn1Y*d+ZgLB;DDzf(sO02amxva*>ha6JNXVEtS0!gb!Q|gaFsbIf{ z?#NoQ^)I9Q`XUSPw=x^#1zh7f+@HF9jh$?Q8m6BPjQ+-L#U|t;jM2lcs3_f5Uq#Di z62ivQD|^?MdEj)e-zYZ`Q`bjLa+LiGmXtlUDoe6%Y2X6%jK?;`t-Efm#!##Qp{2L< zDaUvws9dC=^!#S%#9J!E_x;K%j%23Z@&c#Tbw2?vb( Date: Thu, 23 Feb 2023 10:54:47 -0500 Subject: [PATCH 08/25] Updataed jpg image for .rst file --- diagnostics/TC_MSE/doc/Box_Average_Plot.jpg | Bin 210528 -> 204947 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/diagnostics/TC_MSE/doc/Box_Average_Plot.jpg b/diagnostics/TC_MSE/doc/Box_Average_Plot.jpg index 5f041b8335970d56ebb516cbb759c96c987f3837..4f2cff34e27a5f8f22c6228910d57c83399ebc24 100644 GIT binary patch delta 59585 zcmeFYXH-++x-L2c2uc+J1t~#6QL6M#Km|lZigctX9Rx&rouJY?2vLwCU1@?q=%E)C z=|w<#uL>2;ofET6^EM_8sS*U-!=)_s2I#!puyW@Atg#Q!=|rozy}dR0)gk1i$(# zEtu2bjRxgi3{aKHW4`U}-;#S+CbB+Sak!56lOHgBUj;Au!{^mUDh8{@Z`L|r;xUN$ zczo-nNMQ1a7ED=ZS4|B!EHj6tj8bzG?wb(8Cu; zlvLyhHoBTo0J?nny>=WBQ}q*d5!8?s?-;s!QDvZ%oXbCHneK72LRhK&G}j>Kh|NDGf9$17hyL_j7WqNZw5)n z+*7F=$!Bmdqr-G;<^&x|s@z3ft`>LxCE%hNq+~s}MLt14DCI$+ObBUoPP+Q(D##Wx z7J6=L7-VXWM)Toc$?rJ77RMp1G-h3SpTgxo<%qgMe zdflHf_}+J+6Fi7dm3#{J-9qooodNT9q-n$MKTe;%`RuLPW>7O5kdMvnIz4#dprO#G zH~8$%S`!QA;N$(pysAAFy4mX1Iu@G$&3S~7!9QReY{P$C&j7jXGXNcS21Mli* zvx*Rr&wjwzSTz3MJ%QNJp4DBs?%~^<)+SOs7$$MRGN7P+X8-&k0%Ol}25=4FG8w>r zt_Np8OKv71&O}U$ToOsy2IIK-P5J*n_W$GG12=Sytyd?KM@}5*%_iW61@Xer_KD0PGN38Wfc`P? z(-|<^2`BP4oB>3ZuD=Ie8bj<55Cn%fye<6iG3rmDJ%>31uwQ@!8d1}M1GMA`k6t-? z*L67{aqhLetbJ0-rH0igdupTlZZx*)sD{ieav3m2zN8fbqElk14cciNHuB#63U z`8rdt<5MTwjRTXV)NM@x6|>nQW^IEIL;&GU1?d3O-l9+a80>d_S8s z#PRXqbAvbrJ2MZDszO}C2X-!Z;;j8x1QTz!ETJwI-0<@t3A%<|i4h0sp5jeZ;@Uk& z@64E7sl$@~E-vEYjr(B9qQ$(|Me4l>GsqwF_=A|UK^OBxZi*MZzu1`Z$(GFG){(ar zi)nLGSEHl%;E;h;6<9IUz?$bBrfOK-n7f-Rz(9M&W>%NlmpXD@Of!_o`4vMEQ}Qc~ zrew5Q>Dyp-t-(b=jjACX-4Tm!y+uL;@5~S%^3WtzFWl(gxZHGuQ_b#0PQ+FV?}hKc zV@X@YW(MCMzSd0zW=AvnH?0}hG1JNEo>OEan=#+%dA}Zo+cG$1EpRQ#x3JUry_W{! zRm-;&sgg@co+Q0|b1UgmQ z8yO>m29bnU_@po14u<}cxi%Ai_0Qx`k%1m}f7U$5lhE$vpQknjw~4Ua9Ph%1e<~j>|$}<`)SRv$8^BYsQV!<)Fy?JT^Nj zPERv4|Tylfyyb0wyoCBzJP+$Bo{>cKt1uAf4!$*0#)dURgAn5jZcIur?>> z!C%uRQ6HXBv1wnkv264PJjzI4&$MTdVMZ!bXWBF_FSp)QuwL5AO0=wvU>z5p9KO}P z&$M;OAvQ9LH!AQhoq2FIWFPEr5gSce$6qT)J4@0Bxg~w{DigyNbQa1znKMDt*=KMJ zU(ssRW+?tn+mev}>6IZixcLB=MQ4C_oEKniZ=ylf4e)afmCSoas^1zu_gb@|*#c1d z^Ks$h@kl57TOIZwxvFvMQlCq~pNQ;O#a6U&zrT%R_cqFUe=))hb|jBbuzNLF1_ zjU>lC%s_ts7iLc$vV|$H((fxoRZ}5i%UI^I$V8CX%?wuk+M1daDT~O9yJ}qLbhT>| z)n)dVmjN_BVFb~*H)p`=jZ$z1 z56a+20AC6MPauRQpUUn*?JXKX(1T;r@d#pQBlIBo9S9xtR?Yy-F9qmsRthxJfY1=I zpo{#_590#$7a7_-T$nl<%6rKQIi$HPzOSn&k-b!6TW*N^AE49tL~ZEVK&2zQ;GbMO z{*nb$OfF}+u2$AZKs0#u7U_F@+JagG{hYR+t#i`M)UWE%!ZX0jkK~o&IzSQkRNq}6 zPA?X9!9)H@ho?b!N|L&K_V{(shyVKXCX=|vu*t*F^SyQi4b0PNNlanIw{%W)b-J^Y zDRKLN%p#-twa-C^O$Uf&F!+jmG$MD~+Lm=fgYnQYFm6RS;`Nc8!nV1~v=pfr><2*> zD-Xg?5{O6mthjmJ&^HzSe>_M!GbfCHE1@ZyN~6wcqWIVr1?d#DxDhN+SU5f zemmj?N`g;lqC&(d9k1Pgz(&9An2k4@Jue2oU{V4p62og&-;-+DbEfl(R+d@Y{r={t+(h3l)NYM_#RnFah{~H{crAq9? zoL4D_k|{Xs54NXBktpl&c5(CQVHxR8 zhP>_=qKt57%ocOywZEJIQrk&kwfa-Fhhq7+OU;)#<6&H}-lY(TP>;w_U@z^`Ty5`} zqfxoI*=Z%?S$6!TD$7Y*e?LWmwlX6CEf`bRaXIlA#j*5MH8T8Ja-v?)? zrc73oroH*h>qb)cd>t@tw<}eQM4}BJT%iiiM53fiRpuJRs+$BPg?POSPIO}gvh5jz zmkCpG@wAOT`&o2lt7SLw$zRreRa<&x)#~DVO4rLx#vgcDeM{!B@AIF14Nep)Tzo1N z;vvL{=RL+!+Pei*u%rh)p}IBIz7GO4Z_j`RJJRu6Wn%cxrE6EmS`qZ@d{8H)=jV7< zRiox$6Z#^#vE0)%L#&Hq<{Eys z-%t_)4pt)Xe)qgbvzDW_v7ZG>)J1&)zB-6X!CHn^~@d3fchN?mt*JLhZc?ygp+ zlmKCrQu>+~LtG$V(isr)8JacvN^{PDz@alBDvNfA=U3-r-iLFDIlI*io1Kbv<};ww z9vX6>f6qDCfqNU!=ANm9$iymXO?C~4H%^5Uj@J=~TL^sJ=8MuC^jB0v_?=kq6g`ky z8WzN*K64iuY0{dp<%h0dVw_OxuH@UEgffEYmj_w}gi1PDxwoEk!odu2zO(q0p@cfH2Ms(K4#{yEc)B=gHu>h^-pHnGgtb#~SHppHD8 z=uJAEJ#-*TV?1nXj~X3ISp<_WO+Ku+sj8jKtwkX{PZu_!@_CN^iPB)n3wQ0p^X*B- zzq3wanXL_+x8Hg!h^r~EZH^FF!PBBlyvk-rY2UXqpsQ=U)%n*>Qod`iC(j#Ig%4XgE8VDn z6~LFD9YhI%h`wCk=s}}wTdLe~b%`s^k6GdENKI^7z4Ftzf(2sZ69TU$UR4ZnOlm)ar_7u)I0Kf@NBf`u zNA>DQyLM5lF+TWw^_HG8GbM#0#k0rRLDJ^o3e;z)7c;PMa*$3QLapSzZDJ3k_hb?~ zGa)dQBz}S)iJk%D23}`?00d}xYKm+W1pb-hx8P#m8Su=sF=TAgeZ#RaO%9);QTyvp zGn*~8h*68;-*KtJrNsF;-fLb>P=Vcknic+=`Z8|9&xgZ*>*zs@5-=;Nkh~TM3S&Yu z7o4b0xO7sN`9N{&KQF$QCI6DP=3+b6=Y~^lSynVv)M7Owg|=J-j7R1ghsg>f9~`}7 zY zVbA6qw;oS-cD8mpMp&n6Uyb+!(xr&_MXLlxJNEAoneBYTLdBeDwuR<3*xOUQTpzr4 z=Q=H^*_W54dzdmgml--_HX@#Wci7?3H>wDYd#C-V+)_?Of+mNV9ZwP@9Tx_tuZ%*x z^$j342H@PwktZ^0a;T(b?RU&tnp0g0oyFdL4>RZW!a_YVDbD~K^WT$TA3ro#imDpk zAYE#^X4-E3pi|aBZ!V5>&5V9n+%f$|L9F~kZN7=brbqW}PmM!ZReOhcvi3jAY0jRQ zGs@>ytjm;Ux;n5aE2OzUdkJR^mXe0w%Az%&({DneWN;ypVU>-nI)mFJPfL*(V_71m zNCDZHg3ogFW=T(1-ug3e=HLY??hEy7#_}%t5IH%I-DVr(SyN&=+f(=O6BTK!F*~xIt_l1*=(&h+|g^D_ttWyD&!?X}bZk1_SpxGB_JE z)iaebNL*-40JSLly_1Kx8mjy+pZ;cz?FTvD!3?zVdDfQm?5fHr%u0l~Y`T1cGwb7W zqXc!qr9}l572n|gksW$}P_Y6tQW|sPS3>bq%_6!fV-pj;U&Ty@Mb|9u`HwgEagL>V zZzJf|ycBL>X%iMsdJ*m9dNT!+Q{inr%#`#wohv(iN{PPuou5vV=gVmDA}5^+H`3aU z3#zXV-i4DW%RADMc(Hq+ZhmbhdP(K6 zs=T8^L)q-F#xD*P-YK0cx|s$;VkhP7p`R4gALcf_>MDcLRqwc(eO5e&tQvvoA&YL2 zNRw~`Bj3=G@FnFm+(q8GNFwzN>e^jXncG5p4k=%ze8%fe5XU>5J^>1cy|E1*rG7-- znY|?~3eEolpr=TJp5GY&6;HM9&Oa(mk=>N(JJ?}D^#8I};=faI4;ObZZG4ojfRkS9 zG6p)55O(Zf?H}`bTwJc>Se^7h)y9vgTRJ`yzec$4$0V4$9_<3OA`dzpMRBjsfJ7^B z11GdN(*8#%!hC@uYN!=E-s3&Ne^3fv{dJ|Og}~Ks=|#yg6iCARj)$8 zs0g31E$c(4Zi}{ZX7PyGxQNs%aiu~QgEWanS5BJEt;Y5*oLyYh**I@(Xq<7Mz z0klmUdGsFZk6KpE1nx7ykS9Kgvw7>A6ppLW)?0^w*PMsHT_U!OiuswOaSxWUYE|AT z-h(gb_{J>JePx90za8Yi)5Axi$5`I=6!!FHFxI%QJ;{iQj>RGOqmzJC=5d9l*J^H4a9EZ;@?<_jq(ZHL(?Ky7L^;`DK-TORkoUJB= zb4vaBr5HxB^IGPRX><)aGhu99we#EA$sgaQb#z60Ger((y%|u{EeATz{RpsauiHY$ z3GT;T>>w!{-zvSY{DJG-#eB&JbnLX`0Yy!C$07&cowi=M&Zvk>egvx4G_To{a{N$> zZUMUDNvZZWN&WVW$df4&4~3_Qs6c+aK?^Fs^LW`YY6NI(%zgG-bjXz(2>6zo)B-XP z5DWFSTVi<)vGdG?vDjtK0%yfvN?f1WS4mxvcZe`1q#zN-0vg|fn)~0iLa?4YnPI>O zYViIrLO$F}W6)r`dl!509*=hPqT80~IlbW>#J9?#A3H)nPsHdXelB>9@UUzR1_@UR zk**qFj>ugrvOG6~Gc%s>E7V(5wVC>r8}}}yWr3X{&u-e=@BXl0#`>Y^(6%!N;&xu@ zZ}#7aIyDxMYoaEO+~52wRx|9NQD?pFL~2d=Xz;G>o@7^LywXI&(t}QUdB@9>3$-;E z=TGybb0wj_w)tGXo!0NTP`lOtSYY+FYy^C}hxo}qoTln?ykoY>kCEDg|5QeB0 z5~l*)#1zf>*(I&~zpEKDBQ_?n~eAo<*Db z>-*5-Y7<93L#L9V?GCbMOo2hJPsUR5;QVPuBbFAVx|#a?t(us`;dJ0q`odyRy^077 z;f*^edzeKMxhHQsUs^CXh^j-scG+^5sM!@gxA*i@U;)jNB`2GeRpfr*qS|vcE{pD2 zk%XzMfHjKXdyhDO2Joh2LyaZw0XSv8q=QWOLn5EVI&cyB7)D~C0BGy&?3C>H$}AIi zH3dgUc~WgB9uI4&v(Y{Vq!kI_)4j=?p`L*?*6JaYPeHDR`I&G0T)QU}Z2D`W#T7=joiGGwG6v ziJPpd4|jJAC=*O$v}BOtSr*EWl3I2A682!o>EN~pv-`<|oqQ!|@T80|RRMHnt>Tis zdA{x!!^0JzIqxk)8)6b+apJWz2*P=O?Ka_jevR($7qe^5AH;;Unb2LinPHQ%t3)~O zbMmnJ!ZekWoZ!%}Y45dEU{f_jPKtYvJUEYHui6mZE2~J z0NbwPzEHvik9l^t*39R1p-az9;9HDIz7kW2_mPT=3DF>3Bj8p1>0J?^8+}ogOy4Op zOiW$@Gi_uy;ZZg4%O-S${+BPI*`{WP&i`@Uu$+!JSck~ou2;RRM4W6w$MEJL&wMYb8b{XCsnO5U(A&Mh`+K7CrJt{FKZTpJ_NdU(kfc~t+BkoHQwrl$ zN65h_N}*AN_9MvfRC55EHD8+8&CN&q{vQzi5Fgi3<%pkG*l&?uX{^j%{A6 z&oH`%a;^HkcrI{l@s_^4kDM08XYUH!t&$fdMm!?wg+@%)C{LxR!lu38D)16t620RM zkV()<=thlg~ARe3||axy<;T7DaCp1Kz99JF_K_sbR>P-q`fQi-UN!+kPH(BGkSgU(5S?_C9wk zEC=z3uGL7UEA8t{ip`|%4F)5XS`_hkxGts=yRJWhh^abt-d{@;omkiTj&0APuGo%I zBRIix4df3n59MRR;8E4Is`qrw&^;iDGd zuM04^Vt(s}p{ph)b0ocA>G^CeU%nEN2G=qjissB2c!K2w7JkqulbPKrPhL)WwU~yA z--=bFv-nxC+I%R!Gpt4Ny`;dqsFg^I8Ab7gq>j>XY?`O5ZY6ws{7nQi@TOJ?b|tfm zr3`$%(J47`(6|(Z_aX2}#p>GZHH{94kY*@6TEs$BX*G*3gJ6IqZJUH43(vTv)Mw^%fDl4Ys#D{>_Bt!QzONr099$V4E9B={jFxZ17}mRczzOSa5{q@_)AS_HLMnRj-O zf^KbUD>>dpu;7cCy}o+B+Vb>oQILOtPUI02?}d%vW;q7axEPmxlbvAWI2=6OL*8>* z{;s%RiQ1nfx@6f`>jl6?U#~J>=+&=0j67^bGs^LS^FIc@v=!QKIOWeUw_hKKTzIB8 zdwN=nnCWw951?z8SqUfJ?#NmXo#Jkv`W;TnI`W67n{77?R_F1HCV)>F@&LEy5ez1d zX8?u2z+4>F#Ae+HkBLf!nuu<@k~M$8(;O?Dw78dI?P!AlHcm55A9K7aF|m~OHI}Z5 zd$sTCmrvi_rFEZzl>v@35bg`k7-4N8YWKtd`?WtNBoCeXMwNkuini2C|#X7)J-A>%^?fi0Hzn#+%wr?FYkt*=F^txVQF zPaui;!f45>sVF<@MYxTo1N)XCRtQ=`k|tlOPMMcok#EKlFN^wX4?c~D6M1AK#|JVq z_=o?Y!p*MaaRm?8y%Y5-6)` z#q~^SW(s~q=3lfN60M|nz7oa6g>L?)+uq=7mxzJh8-tk?PaVqg z+M9GNq_mh&TYq}2of|I{U7cwMFRo^?mb&-2NP62$IC`(VZR5CZ^jxW->CZUr(Z-gM z2!RRv%3mh*m%N9W_Xn3JDwhXJC*QPi1QN3t`W_>$PM71sQtzmaCZ0O1MCywz@sjJ) zq_<+`gs<#{F^U_LM4;{*KGMBzNzN|BLFuEf)!I2gh0`%c!2{qb6NjHwwP` zb4SdG(M+ttJR)4I@qXK!Umoh)&^A{!x^_2FW3QX)Jn~h-?w3T@KS3quiL5hrf#Mk9 z!IGHHq?{HJQ&Z9G^qra%-p7yCJt>%e;Zcz79<_j3g)&02xY27#+9xJPtcF>x-{m)t`)HCnwO~rF0>hAEhD;PyI7#Hygma1TbnNe@?-4ZW+Wu z?sVt$^#KJDZ*#?=DmtD=O(#4PoV%7zC)+Hn%e;oxifr^|Ey#DbNVNV%2dhDY4E#b{ zpfvVMcvjS1EF32hSzWYT$M#^z`Ne`W>-Oe)v#(bc-QDaa>oJcVcK_?xFU^u3S;@jT2Gf<PZuoIW+DOVggH zsiX_e-NqcAQdFV|)Nurdj)RY&Z}gQ>QBi&aiD~tBQWng2r1}CKBOygja&G5{FoM|G z1PRKP+9R4%YJ@&@3QbZebcyaeb9I$7;PWuV(6#4wWD%2fHi(UF1okuH-%sxt2c1TK zZb#H*Qd|xkgRCNaB=|o!C@AQ!x?9$;ecYsR1|T4JGe~Iff9y^uT`?4CxDs+RR5|fB zqlgS!5otGPZ1&$Q1>;N@dSwsFBcRJ65sT^18qRfX!l@*hzn7`WFR1T51)@)*b z=i!*7!B6e>SFqi{&94H{9OFmCs$O${8En&sc_*`7J~aM;f$>1;i|uVsWe5Fx^oA|q zUA){EnznN3!|}Zba(q}fV{>3*$Pq;n;Cw65Nt}@T++!;DIM|5>`$pD5#*L4liHpGP-qz1+bR}EAD6*iWkoOi|ynLOT9N1#zlF^< z=aE}&=jF=yg@qU3er%hEWzYUW6-baX+psOa2NgO#JcSP0# ziMp)tQ{KpGI})KPh-&nCp8-3cRFQrcNNz}9KhZ!F4x@-Ci~;#GM8A$RARsa&5{TM@ ztiPJx!M_>h`0v7>oQ@nI zQZ$*y3@8@N-%ilQiNE*I(Am)m^)4Cxqd$6IkC!El=aulUr-%Dlv{Wq_R3mbJ^A89f z3m@pOe{W0=K6;h4B!X^ZUWYB!WzZ?K%xf~OHqn2LJbBu9a-*^$Jb_SV?0lr3;Rkhfo?(+_WoNjv@~~d9QNNMPAW0Q{2x_ z3^+<^T@T81h8hsh3cPJ*+D>SC@4c01opkDC?hdk~X{O+sXdt@$K5P-0VGWUar=8OG zdvMVQe5_lInAL^#5qtF+I&vKkw{w-``a4+UFDQ1P_n(h_MkTfiL z1au~TottD+>j!l-bu@2&o`S}+jXcN#kb%B^6%#G;B$DJ5%G12m*;AYdLJEiB4a4MKZ(n||QB>08o z8gjFZgf0o=s+gqZdI2=(I|CTcfWSMcPZ0TgT}msLS|y-cgmPJjg*sdpu9%DnAAq z10Ea{&5)rN<5$gb*fSt!u`Gk&QtE)dBpzei?%KYQyQa;b6=M?2sKI%kBW=8TVPF28 zK}F!Ny7zUM8%u8<7^};Uww?hV?7DFTZ+XBkNh_Zp>GF`|9&8ioEC$m=3W>pZINT-@ zI&-cagV#)H+$J&!Z*LF~@g=Ki?zg7D&;Sa^PeU+O<$;2j=z{Qv$$@CLvQLYwSkr6)%xueT=FtcZG1XvdQNQJmWC)yJJ7$@ZgaqUPF5v z(C39?7HG)bSgwrK3(S=vx&s^DJApF(`u2I3y5>&UtlW2JDMA)Q!pqLS}%rnQ~cy!<%=ed7AN!hDIEORbXSo2XHAj*DVgGs=-PUp(Pu64a=L#R-PI*c!tb`r#%5+Drwj_rtQE)~YFA>=s9E%82nA36Y zOsaD3N1C3|FD#Efmm(FZNmwLA0tb9oCjBj+<>c_G7MM6ci`7?qzzxpuu@LM?*Xnqi zGW}@t@+W2{FZDldO;XYHusDB8W0(X>QAN)8!JLs6H%Q2C()v9)1LEJJ!*-d9@;;8M z$X|e$*f@}S=H0^e5oHbb-O@xiSB{X_Q4&$41tp1U(nSrj|Gp>=;NHv@>kj@Y;@OE) z*Kfp1Sn9Mn!Ea@Ih27`4pW@TM5-fjHEdN*r-CPjzzl~a0%J{-P!*+aH6Hz`Y{y`6c z9Wg$3>^dI690qwbYM3TIC^33&y^tyuRgg#sWK_gYu> z$O0KjVYnq^`4Nl(bWJsTKT)=s(a(7<2bD2vi%NdA%N9uK_ze&B3hpq|GXMpi-ipn_ zE7@QEgi%$m_-Ml#UYZ^6TcmLd@hOXX=J&=E$xPbZZ(iq$U94gZ>T-aEJsaPH)T0%g zTfHBg-aGDY`h$1viSgju_9bR;QR&E_e;C%a3a8%(>G9wXT})$o)vmdHlS?{x_iKsW zMf&PN=A<6xZZ?Bw<_H30!X<@Z%TCeYnz2DYBVf=*lp2K+8rQK+-@Zgpb;%DMJ@P%W z*wQ4p3k3LJNsXcJ$*=k9bbe_Mw|;Sg$bk`j@gCF`@07)sR=PRPIf?2!HBbL}+MX3l z*?=g9hH1ziFl(CbPDJIQEUlRmy|In)Wx(KiZ7kWpKMNT`*K_)Cc z-|)0-6XPRX+KZ%&+B--6GB;MO%p$4TmiuotokyD8fYBsn>0eCgA-TyzE&C~5{~56j zTxD`paoP8|GO%~7d#QBGX>0^acX!=BzCG_s+&Mrt3&D7jw0!R+1(7hKx>-rONN++` z@rO5rGvHNP4x1*gAIS9>dLZl{4;0X(e%x4P4$KacKqkb(?2q zSO8bRE81o2a-;3bfkmWY@J`3m!fk=M`s$R4dG3@8T3y`EwFWwOl-OGsVS5~L^E))_ z5=34sBI3Y9;l^-@pg{49j)vmu?tx@I>MM3UoF22bJj>$cC$ipgYD0^|VkSjsA+2Ga zdrovID?cftO_oVX<8=5&4l>O`o0uE=52zgJXzlvVG@Q6!s^jjP3*OD;vl3LfKykgc zF9boEkI}BL8M{7My7Mz~6m^kg>-@yMXCGiJeGb58gW=)p(Vpk8$*W{SkZD|x^@dNs z@H=U|m7H(GmPR7+R4^^%OEDM)xSYB7cYq?C803wmg1u1VL+ouSav+r%p&wrSYduP} zg94d8AGx(ZdwH&YAy*SSo@=_}2#$l)9uZ8fy&lZpqT%x*?8OvKy(^e3I)3~$vW#2! zoHFl<UV>W>WozWALWiQ71xX9}Qc#G{n%p323NS zv%Z)R=cNak)Od_|3^wYKOhId}{iQp*N>``KPGp%y;U|mYmIPq9_ppt-`h`vFwjo6+ zEjRHM{CkizJS21XWfK&jLhYRLJv>~qdhp!G`ej0Pij8Fuu&x1m)3x>;Nts_g111lN z$$7r!9VLz@baN?HG8GZFVVmV|rn)`Z{6hFaN?;d!9gmJ|;&*J~%MePr#{Z-5xc25N zMsSA1q6l3%M)*F1J3Ip_9rI5!_RS%$H*9zPagh3FQ_&(X;eu|8(|!0}sVy!QDo+#Q z^cjGQ0la4HSjEh@GDD6N?%SqzB<|jkb&|5gbII%C>54%Ie-RYQ@`KpXVzsn1x2ET!)%;4LywaZ5?_|byjpH5UW zza65dd-gkQUP5md>bT-rG?7WJBz{TbTb5waXjsu0XIsB&JXf<|dc17}HmE)xhVAc67DFz zy&Kw7xGL==tW?(E194EM?SZ=xZF5KZ@6yF++JbFW!XgxevoSwP1-FKvJeM9-tG~<1 zV`bW9M^lMKA+Br6HB)V?R`;p@PPIE3Y=c*nFry!G^9T92a^5C0Q-9C8On9uhV0Pm_ zrZscL|JzKr58Fq6J%S-X$1mfmUsez6+zaUcO!kmwDt?EEtPBSHT}@~y^bS*b_w`+| z+ZT>Wbv`I0tOm6ckG;&dD7+;uZFqm7T52c1=8-#$+gu(X#A}`F`;U^(#3hbCsO;ZA z|Ne4{YJD=W5?qdu9}Lu^__w;3OU~08qa)mes<$IA{Mn7tOc~`+Gl^#E#M{R;uK0e6 z25%D;4h~Fya_%{;(UkJ`6W=SO%ZMl|qWJtwQb0Fc)?CUlhj=k_!e$W9+vQlO$yRF_ zT>aA06QL>yQXVTbT)`y{^!?tK59DrB<(g3El-rfeB1rTc^;47}2k1!P>>j@PrO+;Y z?HgN6ndFtF!56YxY~j>~fj01~OeFR^2?O#RoJ8;6i!X>@TaWn17J@V_aHi!Us=ByE zfB91TER3^93?}c!A&vcLc7BkvDM_;y?HAF}@N#m&^?C8siGM+PX+|Wln@L8nN$Ma9 zo71V!p@wq#uGuE;xLs5F$hg~uh+|qG*#m>2S#!B6?)apM=w$vti(DuQ^ng%Exq+|H z5wtlm7+;`UJW7+?C6}~VD9iKl$n4SpwX4*N;GuQNBlRmUzG`yiSj^6bLuPv(e&KE{ zR`T_M{MFw1*!k@{;k${9{>_WC4E??aQH~&OgB#|smFBa(nRu@S{TRakb4~i<)o3CM{$lkn(okxAxVeJ}KcO|25t_zq+#Qrk<=#%n$Di1LG zL#0Kb{I@k2jv)k5EC<$S0OjxEfcu*xoGyw5WCvm}h`;2iL%#Q&zrME>XaK{$=}1Ms zX}H4iDffH1=?@<^%FWVIA`ia-0O=%sa**7hvt&srV3OuS_P8{2&G=}>c zspRA)%;qfItrvERDLNV(7@0#?=D#0Y^}YN>ILhyXz~t~zBr~}B?WmtzwQX|M9UW_L zeo>t2_5I6V*G0QkO^aSdgG!pG8Jqbd1cP}YM$_t}>Lcs-0c$s2Z7UtHBCzYbX+jLW zjMKLp62?t8E+^ir;V8M$?tFCorH0_Rh6py6#A&v%s=cQd{3M2aalR8Kdj-QA30?*E zQ&To!oFHEq9u2t)PJ}z7&vo@vCWO6M5N%88KUJHWp*dN@x4(^*dc}QjIMl(P0p8+H z{6=`sZK}I{xI)`UJ$ITXxa7lEf2z)O{iydH;7i4J z%tZ0;8(LvJ)13ke(?X1{*H|zrS5^3Uti047LqA-DjKowiG=;y>pqz`_{3J*{!LBl| zX65ep{*gsb`Z&qc!-dp+#8o4I)v-V}yLqscrMN*2S8`Zxe+c>K?Qd8ce$pS(N^%4y zuS3=-m1~~&cg>JgkK_<+HTM3UW~-EWr^UJjZ=0hxwh6zKN=eO!nk2l7)B?!Q0L`JS zZ)sFwSoKRsL2QKaSFZ6gx5|97gQRvsn<&g--n#Z>GE=6#w=GQDJ)EK4PG2z_1ru2G;`7Md4E=aknMd6A050sJx%GlL66dij0(c_Jqy_+M$E;!)dhsLvUWp#PbA zJm*4*k0M@j5;U2qI8C$a6v(h4%;~O3!KY98Ue$mh;4c5uGhl23T)kl00r>QFn5tgJ z$r!U$#@f7;nSF`=AaJCwA5uWWGoPFs4u}Z@c;eyjimpBIX1+f@ZNAyeczW=WZ%{dS z7g8*lAo7|zLj+eQg5(7u82TF|`Mc=eh}HAO7(A&Q+^S94otM&fYw?s--7Bl-FS$0f z>9kprWOW(KuU(d1*bI*^OCpln{f%-m6fe8$hiOJ^Pe~TC8epl{q1j{lpINF~+2B8K z?Cr#)S`0Tat><3zaeCw>yih#`i#y#lZY2M9@JIHAJQD+wzF*_b3{4^BUViy01Z98(h1aFmUpnJp!5#ZE?{GRV2Q z#?iKUu{f&cQUL6)0-ztZ2?>SVds@)1-HXXHk9m0kTvC9)DJUYRJQu^&VeDEyvN`D8 zC5%>$KsQ87KOt)P;2}+F5nC3zEm-wlT!Zy~sv2j;VshR2S(3Qmu+D)uA3tVV$eT4x zE~I=aT0_&`NPCcKNA2fMMcJBv#q$2YwZ`k^cyCDPG=s>~!r6a0Qdq^(y!3TDi93MvMQ3pfr$*BrpLa zVT!~OH26U9svLH1V(B~0TxJZNmv&B;spMo^^nyh)?DskBf8R5YMO`gHwW-ZKN;Djv zQb9Sb$u#;PS+y!OjZqG>#k6EJvp5m*lZ#RhX{( zSfMb2xU1!S+Hym~mFWKOV>FW6)trFnEAo2?S2HDROwznfusu^(Sc4L652MdoK;{fD2%U z{ee3Ek2~M>yd0j8w+t16h=^ZmD<|VyimZrlV%i@XG=vqc^s4k;yn^ki!DA_w%$5F9 zuWv$xUIcFK45%tvr37weNB+k;+M5#-o+NVW+T7UF{YN`R| zn#0^rE+sy~gfG0fMZ|C?#MW{pMFPjmk-M31KnB$)_m=D{>qB7s_JEWp0(-zr6gmvU z(w+vmt`8%}bxCd_pX@=^Vvt5~9ogBB3mr;3XTJY=aKh7yrursL1|3`c72-Lwgr{^J zrxfiRTo|3TY4*6@^zC}H8Y%Mt zDZRV22e+LIpvg4r=`0y`sz!nfQvL z-=LHrGU~5cf_I*Gxojk#pF^{7w-C2{Y2fW$*1HsC{8O<~rC!8KE|ChC7oK7otI-Y( ztR=U*<4@joYM$=$Wn(fs=;-kES~AvO8!AVb)Wy@M&auJ95)!(G;SRtSlAa18y_A}sytU1)3 z;!fErVQcQ%%7B}h0G7jraD4`9K1wGB6Of+t!!*rv>kP13*$GS@982{_wmpT(gBBa( zSjqO20J&$g!6`S{BTFG29o~R|8PCu<54N>jjafv$qKe>twoYc}fP{u}A#n|Lku{HQu$34o`%nSRK|@eG?>gc7<1P}A?VQ*6L$vY ziy*2``CPvUM+zd+1T+=>%(j1ZZHOq#i0V;J<89<=Qj(bBW@raA(6b$7ct97v3x=ZA zTsT=!aBOc;6t4RD$AnM#YY^5p{ZBZugQxu?zUzim4`xRsDus_ag{0Rc*LmL%oy_?C zM0w^=A^$hKq(At#sJzqr7eqt@-vI17VTqGp2TFhdg#*z-M*JAa#56BR58QNCS>C^q zTKh*Zb@M)RJ0~zsG;1tjxfKxRzJ;W0^0Qx_r{voSxZfIe-R~6@w)T|etmZoDmQ=W@ z&0v?ul@A(>YUD9m%U)LvpS53M&55}{c24n^94Mm)ow4_u(pg4QUfM~kW*d>pHQB11 zkS0-pu;?F3#KZqc5j4jI?Ji0z*2`}1PNluP!j9(lmIRl{Y4)rwk%5d@enf&45ezt1 z*Xd}zQtou!OEfW`M%?SK|RF_+6c(&NsB zxY~5j_02Vv^$=3#%b4C_IbH|<`M0O0PW=xfx)CJm?v_F~xo?P|H6M42Tr7nMp}VrI zJ64pJ-L7si`o}XK4Nxm+On{VR%RBAzfsSmc19VLMER$Ys_8W0}N^KL$0&9y*|C2IV zI&F0~`H@q_=x)S##SGcxN}(4;`1W}5G)AN2EPZ&Jwm~t!C5Hwv5GKTM@3eo01T%Q; z_dm{`M^~SCir9m}dkav7OivTui&Q+-<|dAeo!=N1$Xh=td-Q8agF4|HD0BMnLBt9m z>cTxeT*f>a{vjhM|I_1K-#aSY}dE;C!K znl4Qce6&LIlaxhR+P>9jQ$}~ux!Jjsm2sTc^*k8>CuS9<5EdmVW=bCTl17KK zIm_giZ>lx^oj3HDnxJV^b8&|~+Sjq__A_BbqZl9UWW$60lwvhT^n=|@amx2YYB^S< zwJ`V6-RxcdsVUled0kHKn}xFSvhu~jEF(5UO(I`5-~9ZpVrx&)*x+dueK&Ep%Mr22 zO{4`dAhPcbpWwCU)f*a)_V&asv@TxxxVq$h5R_#3?KqL*OTbDCKphc*Dre6Y6Nij5 zOJgU`B+%>X$(?e1hi~I3lU>io>)Qpha)4&G{T(6D1#xb8sF#pSEWjW73Fswjaim(D zKJ4;qeJA4%Eb-iYujVYkrNQ*PENnNVg9%7bWI!*^HSjSlMwD`>mzppYNqzeKK<7|a zW78;Gtg@!!;3|&xgYp%%)kSvAJiL{^Ch6_ZX1?RSPiunsAKH$@FW>p{kn527Y<2?n zIru&%LF08pYQml6Lf>pocpCgy!~FkoToSFP&eQTSv<_F*FPR$v`ILZWb=HC!hM&OZ zgixKnv&-q5szAar%tMr5VqcJpQmh*iEveyi|N7?_xddv`Jj)#C70sI=Cfuyz#N-c-DQbrjpuIdKKa5EiX<670WNGFKWoaRqg#R(w} zBt5&Q0u?yn`YJtE+qKU+EN8{+)E5!ZIDh5Ps`;Jy>xM-pDiW7ZF85Y|3=t~iT z{|+EckZqc4tikWe?Q8Uh$STAv-h+|;8sH=pTpalWyaWN7fH5EOhr1`o|2X^8#> zxx4|M;h*zSdMtf%0Sr>n_8lB7&m)!-N*8qbeiqK zF_ffB0qKxEzTL&@nwYscju`q69PT+kibF#nJCLHkffoR#ZPy&Z>rVq;_D^v3|1~lu z6M6CQWFDF&zM6Hj>_Y|d$nFzf{2aqk*ExzUPi2B zW!ON7D8L||HVnfg0;i25rrNx8{(L;UcSPZ+B@Y$B(T|`+;c@;g$xc>vG5tIx#%VUc zs2NpD>Xl^>FP8_?u~v0RN=N@7R6NYNF@VXT-1fMsCoe*GUYPhzo6X9xX*Gghlt>hC zmxCS5<(Bvs{E+I3tI~h?Wwy~onLPqO9dR|%Ke6_n|562k3n!A%S;UE2{6jlpDkMq` znWo*NrGKV@;hql0;(K(7iZ7#hc!p2iq8MU}E@#O!CR4}EQ2z6Dta7A*s<4q9;$RrPyTFUouh z?jX-+dFmG*bkg}9<0|EVCM(%KeGZbw2{1M{_HUY)X33Ty zwKeWmsDSnUBvj9ftLu!F6>R?&lonxzkv&vJ0j=a zx6OE*yF4-Ldjt`jSQelTO_smySm(|fEzw26L>OUCa_xg?O1#q^YIK3{ zz6>mq>1Oh-S!|P#$zH13fD}(fB0-I-$2Nd2!;Mq?>r#FDl{aLv@+G30S6$#5)x)LM z-@m{ARhuA9?f%Lp$&VxZ%UC+d1T~Gc&mZYjgQo;&s~PGA&%S^~bt&xh5`V3iY)Yrz zk>BM5-!!etM?hkj5~Z>zkz2RfHFe|QyswYYg;Z%DUW1a>we$V?@nSGK!GBbqP+k$g zNrhlOdTkId*5WVT8jL$VVO(jlTquNLruIg8rIHew2USV!&QIVg5DOfroqvMkYyN`# z;Thg;gJr3`tc#p}K1Sl#;OC`t@1o7632Nf9a5<3!m0+FD+ny{(#}6kb@vp zHq2%Rr*mtN??Fj|%_wGpGWyG=0VHY_g57AM#qjV`pPvNX-@fevq7)Klm`anUX`zCK zqTP;P;5&s2Cw zyn!TZwnRH!i8hEeEBd%R4els=>n}*@px4#EAl^^mU?QVt0))WFKFD=KAkQ24)RP|t zc)OHR)MZ8I{H3P;hi!sX{b&o{j4$d(g$de2ZgTgIfo?vz#VzCqT2Og4n+LU5H8lK= zrvR~$-I+OD(`%L@mRAOS!iOI_m%{+0^r$;EBTXKM6MA$$-|^w{?+AKRPj8?75HN(6 zYb++Vl_$5glI*$dp`&F2cx&nI)MlK~eW;W?O*>8|Y{;d_Dh8C^dg6TLwQ*3nZcD>rpbA6|84beu4Vn0>WpnDk4EFAd7^lFTx-w| z;e+e!kFKxie;*_=l$ytV`wJ2ZsE(Irxe*M2w$^-zGornSSPk*qi&zsdGhTqkrrSr0 zI=@HWF?aM=pE99ee*3%jjf+krxyNWCM!!fu3Fwf*h!X%95=WNs7bI?w)Yxko1({c{ zYMeMxiyk;o7nZ=q`64?{4m#%^9dzK}>O$2FW&v9puy)IT}3>}Iu*f7D%_M0%$)R|}lRVhM>HDN}>ied@9O^6st!Eo+teSR1*w2>awETO> zjfV_jMRxbN892_$h27o{t3J>v|Awb$V{ zZgPVm+28Kw4Dc1rD)7-vKIpuw>7k_UwaT<<6QEnD6R)rOJ)voxV?If>yZWw{DOb#0 z5DC*H6#B*wycl=!tk26TsQ*)u_*knxCU#}L@T4qeK}HwE&Nmf791g|83Q1c3wj_%D z$NeS(ko2^!Ey4$ISpCw8WZ?G?0C{nOGAw^C4$g4Ya^W)IK?7hu1V*qhyO-aa`;rqN4(%CVAvdGY?~$#aL(G-<#inn-|vf-S*6TlKL< z`;&$P>7g}w#7wJv*_5QBMAKU4a*pt-XCt@=_O!XS9wpApz|;em4^M$$@9D6-@4Fj$ z+b`jZBH$!<)qBJH&g7qGWOs}dS8`cfJfl#TrE(vMPFRb|9Q|2Zr(mW^=ZA=5JegFeROK45%_Uqg|J`^rn~V`r1C$Bu?3#M-t_=YWVDG7wzrc zIle;%N0Z1zmtJ*t>>8lF0bDCZM##|)Wh}#^PmCMs-FB)r_L8nN#o1mW$YMHghrQO2 z*q5iX$Luc)+Ov!FX<;JjO z;`LhI*VaakUkRI|UyQg$D>3@0@Qeg(DS-+&&tGFdC^nGGD}gip;rB_6r*Ep(ZuFf| z;meu}Ye^pV43d64Vl{G7B2mV7pWfgzJyd4~sqF`A5B%R3&jzFviCDc)1a&Ax{=h?5 zJS~9)4V)Hks3(vKyj~Rc39a*>6o591GV?odBPiZ%#eyDGJROTai){pfJc#NE`0Ywe zaXSo-<^k`3MMIzqv>&}azceSz1podE@`9j&1z!#X8h7{2LKQt(C6XVzGdwiJuJ(=l z%N(~|J}|9&MH2gsg;3?-BVy)opdr1VQfvF|+Urhltmd@{#DOR=E8;N?5t9T1_Owd8 zg=KWtl{!$wNR9b@l5jp5J9~B{NK8j!IkR#w-b)kDYme9hY7!9vVg{edSKrA($`Od| zG~z%ro9#KqA)JOYMNPF8;=>c}G~D|3sb@dT=y;6FLRguBwh;tBqVblURNnp~w^h@waM8K_TeoK!G2k zaky?!Hyq5U#!~qmhW}+G{jh!Vi3n9ECshUPr?2_qe$;*oWX4IK(NmyU-QL5K|0jM) zif)oZ zG7z%o$#huer(>k>-1o;%V~(PWS_->$2<2;#yTWIjzJK3J<;?iJe1IbMu!oFm?;VK^ z)vH{%w)5~5p?@1at~Y-ET1~bE>CG78@O?maG_Lk( z+*ZyYNn!Hs6%mAh6)_9qi2*SW6XU3sq8C!`A7@>gZwWz__WfUwSMU>OeE`9qM9iH0 z%7PnlFhX1i_=)3YxGw(AfS;xxxn0z0{LR;;%=qSY)tE8WPEDqtc3X!)$C^ox2_~Q1 zY6+Y{*Zls1fZWOH7Q6^Bn&9=kN$nNDKQzQ{X7ps^s^8o9OVH@^{=-L4Y_DI?Oh$je z+K^XTx4_x-Jl!arvc*Q>HL!Y9-htU26Tpkq7C0x^b2h6E56^XvOFJ7Raa+^B)C%D# zy*NTdo%mMC(oX%7ST>{~O3Uk^;=H!jvvQ2Js@nKhsRDO76B>E<1WMdF*a!ai#-9B$ z_|frt`CdJNXaps5Kml>yW|caa3q=_@q<{U&SAFwaBz-yqnZ=HlibcM1AK6N*HINNr zKY{L6Qs00;Ewe1`O<*-8p5-x`A$f0k18ng+?yf9x1|vm2Us}HDjjO9ZbKx_zWMhAq z|L8`1ISJjm%m*dk<#`#A1NI+MbO;#kjWeBEn9+80=vl0Lf*qecE8u>pvjp$F8C7`@ z`QglaWmn);#_Ss@nLc7v1(8NGVDAiE!5Km$QMe~1=4yq`B)t!9T~S`5`B^Xbz%tw9 zHrFiY&E5b9KEC0(Df-1Qp=$Oxh2jKxQsVp^Dn87U1wI~)1HFtwr)=hUKCiwwk-2Fk zj4b8H2k2g4u0K&Wg?|cY05UvlpiQtY94P#=sV8#Bt%}10!LCev!9EwlMb@4R;U~R-jUx#$fGCk?#*9I)&$ODw-xJyyHC`=*z zdkc6VxqzHmT7Xmc-HL^pEo(yuqs3M7erwG z4E&pR<>miUcfa=Bf5N1~UVJ|`)j9+$p6YBp5|{+|{O&fE^l?psSNkgIqw>(C&>vJgAVpepzCSF$+*Wji6^X?)NAce9PO%) z?tZR$M*E=K$L3s?o5VFaCyLkJ0`rD2tugpDbxl5R;1%WW5$dr#i@JqV3s=~Pr&xx4 zMy}g}`C(~eoQC!xdG~m?SUlBII~uwR-NbD>s~qgsWYri7!O-W?iyGeuRYXyX$ue_n z>B?`uzw-V_bNPpzeL5NWqtOWA?+AMKKeUk}vMq@?9}=aNmRrO%GeJS(+z4fqIi&zh zny>1@LNj1z?zlJ&i|JBJxyhWHqF^pc1mQ|UtgZSeKfa{EDcF8eVAmDbLFd$z}(q(?6S!I3+(j$3BjoAMlo{ExuPX6(4f=5j{U;?(- z;#?NzNrMoVfaWE1s`dh2pQJwR-njR$TU@~02(s}XC9iNjo5z9Gapl?4<5V9BNI?3r zI?#PSbvl2h9GQoB73G+Aja8%ITz}>mq#FY|r`}@Sx}5PwUCZ|G$>Po$acK1I!98hHpgL|S`D(bbPlk%nS+wmPB| zp^vz2Jl!pP)VFwB8ElM`r`8SFzEl_fWjww8sjSS>bXX1GiO^+TnMn05SO#yIf;|!+1Tm#Dm{uIf)!8z@XRd%W*tC z6(Y3-mi*6;??+)-%Et!g;_uG`MN8pdd?P`Rr(?ZP(H2U8^uUap#NKd1N5wbM%J9!| z-E~2I`t9~@gxAv)ea^Re7!pSJw=FZ8~Fr~^Y{+i4vY2w6ltn5gZ8~LUDoVU2ivL{iw4vfRPO90Q!q+=M zUFjjMeS@RISEg0&@baLS6IueXWl`7?Lu33B9nLu$V@>YA9_1%vsHaf2@3O@R_ATTg@6r;YxgU z?=~Zequ91!-JLv%=Ppx^+u_4ip7S@Rf4fk0b?*Ims!tZ~Dl8Hf01~Bq6R~V2W%-Ri zK~-Q1&JT{U`7e)~luLjT{V?|amwwjAGU=OTp1nN0LD^HHmNFXi!Q9xqnLbW=TN~rrFRfASXB)qpHWMVG?{=cb z@`R7q*am(yB;iJAU6!Z&oGQ6|NAZ3GYiz;2@t_^xJ7Q1;bU;fKcP;*JJw3PaUfXm*{Wh6}RszJ{x_+-KI+q7Wmu0C(q#Fpd0W!zFZ#+jgaX^w#sBAxn+i?OeMZ85wMCi}U?J)EMW9-*aB z*bkv+QHL1Y=xdkfemuQmqoKVJSmAuW0jtZ6TlNS_j zX7rzL%0sQ_w|`^@%B9iO6J zpg?Xi0}QCak2g)~QYRiX=FRn3GXzb$(-LolXD9XKWo=ju9xNM zmr*=)9sZL(As@b*oLoEb;WoWoM@cX;&RM(kVM$MRFqJ^(vTd(|_%X22Y&JjMl@N_gSmk8LL?wRc~$74q~S; zZ5pbrvbGt{7x; z>gErZTLRKjCrp$?c z<5RcG)o54|XY&_DJ2xhsDlw2w1shmNCoMp30^*=&SB)}opamRS5Uw8IVPIim2#{!E z)_kaRCC0$h*D%A8cuT8VAD>fzT29Ef!l)?&(c*WujUvC+>Q(fvO2)PGw~sK}xp-;t2Zg#c^ADq9v7h~$96F>NT+S;^qZ-!N& zkc-)?Tgu~SxwP?kpi0@=+<>+z=WOJSKV54teAmz8+HiMoZ<~y@wqHs&7SuO=AN68N zqg>C%F4jt(a;^UMV!dwM39owadl!8Mgo_$J$bRx&a!<3dLMAX#KxY$33L5`jCP#~V ziivuIAPA1xe6QttQ`R%Hort?tP9xhs6%^-h_I@EC>#FLen4sfoTHh6)OauoITleaqXomChapOh@O3u1S zk&Qjl<8s45Ht+TG+C+c=saA)Evr}C5j$3Y2EMwClH=FLy_XXZQF~xAJhQCh5b!0Lb+M{1ec!BmNh}`Z=Qe z4gJrU9^Fg287l_#NE@Cd9(-c6h@5Ccz_goXo0+@K|B;u6GRb>Q-hffnj6PUNC< zAxf((-+96!nc{6+v`F}L_=Ub7*x>Nb3I`ru;cEK%irK6lHKEd_z53RtYKqEd(Hgj# z1Ok>urJAK7H2M=R5eGy9S)Qyad5W4~3-gOxqEV9;x;jOs{m;UfgRU)c6Px;z?eS_o zF#Yv_lmTt6=VBXnlgU%~{?&K#SDQ;7?eVnVN?MH{o`lr+VRbWt*f`#C0Di{gx!R~5(IZz8V>HY0HYYSYfajwP2y79D4#bS~N;NrnRuo` z?+6qpV)a~Of(@e@Kqv_rL%6>rdITuhD)M%Mu1=LU;t<*<_RefJQ|QvzTBY6n20_c0 zZWn5P#3D(u*Ckmemui}v4=I;*>!s)-$>YC^r=H&?Hq!Q;W|a;&-$ip}9SlSgdJpdp zD2(5WS0HlCqex7?{((HpJfjPw`$r4b8!4)o6d!K2nLj|?ruU_} z?ZipnSap_1m;QZqrPV(oA0w1*1G8GV0lCx09E^SEHyqY1L-fvV(8_k_UfkhUDTW<& zaEfxS9C_t=dcVJaZsvCQsuCUC#H&PiLW7D-&c0-C0NHI%ANw@uqstATmxXSiM|mVxV4 z*Vbomwh^D0(1@K-Gt?^BS;!5TJQ3k_n{e0ed^2@65|s4+zI!pbhAnIkUmn7@q^Ph? z&N>6qTcC^L(H3QoH9I?vW$dlj{xPEG_7!ni?}hqRBxTh(K`PY~Yu`#Ai2wd1Ih+qEwMJaq&{?u8NyItw^=f%>Zl#Zu`-3*Wts5wnT|Q18H*T zg%>;@;tPNYp1{Y$o@E-k$>x;-1}?S%(Yvm;u}y3$Uen)*Z-fbIza1ao%Fp%~qHAAf9isLxl5M`TlVILF#xM2B5^fh7^zD-!y1spnr$3kz=usGh?;;2>fa)2F4D>cnXWt#! zPpefOy7Do(|MbEDS;T;Ij-t?QNDki%GV=(DkfCLwRyR6S!A@-w?5eBFnllx64DN>s z4YAAT9nrw<>boC>{yS^_pI4fzT{B|8)V^^5WbE)1h=!s)NX8mlOWR;AfH+7B+g*5MTBLTFM?DLb{E$Yq!cE+` zRoOSq_qiSG3RBZnn|5Kn)XLlw8$Wsu+|DQ;<4bT&8T#VLxT~nk8e&y}GndgLP>h@D zlYQ-fdF3yN-^b#F&JS?Lv_{3sK+(I~3KV9$0$t4KA^Wz6dQq~cQ(v@|-wYQ2pcISH z>Gv4ub1szP4f^W#t8O4%yE~9CfXqvnZ(D@l5AqoTuoN7jluExHy~(FNm-g@%1ajj` zUZhv)4EY%{m`|2~)Wrb)SeLd(=_{XMkJ*ldtcdAVn)=lgtC3x+&0E%6Gh;ardJ-@^ zL(G(6(-6y^3Sq`ob2zZaY1-d_Fq{?qldC0vmiJ!H#3^mN%32irKY5!Q=}27oDh~cB z?>X4<5on%p3}b=yf%P~JwJx*q?%5Zgr>H88OO0z?1|-mdgIB5$TMoq1BHH7&@f1{= zsfM%?NmEKb9w9joIg%&!xI*@KPAMq;UX?G@N1J>{M9MF)6uT$RCti#tfZY)sLLUdg zw1UfM>n@5AOEWg{Ft@!(d1+QvEsJw)YOHCVe@%t$A=myjL7HCjct5TE@UGs#y31sq9sCll8c2&~I{3Q$R60qowBV$m_23`&e4|gP_!@tpCg3M_rY#WZ}+w zqL)=w#}18_OF>LJ!v$k}Zi%HiR!MzZLlO6ggAZ7uaofL|G?wr>XsHi_O|s;zR@Py3 zkx2Yk_>b^GyoLoJnLy>3zWy%JlTUVjM@=Z(fR~C@#B`^;h*oT%j z@w|EvRLhu*+UG*wB>eKH3NAQd1`{v;7G#bGFo2R*0>%WG{@b+u&K`GuOic(n3!2%x zobfDk*7^R{qDq}L*fiGbk(JXD*S>0ID#|B634ceHGKRanV_icA(*xQGBMR_90pWd8 zMU%#tZwGFX)s2Dg*eYsc^vrTzUDc?eR9@n-U*^Ka&>~L>NG!kVh9?+^(qCN5vJ}^w zK|YTViQSbmS|E^;9+W==n$(7%kHK*_5k_@5a0JTaR8GBR8+wRkrj_TD20qW4KCyLv@Vhfi!rHVC zEVI%b_X-H2dlAqWp7}bOihni)1sgHjHae88$qW2_Ji}&UL+;vkbLY`i*?L0YQ^VS> zf_CsbJ~Dz|PB@O4AKhK7I^;}tbEA*v9)Fy;rnuGw%w$UPd+MH*4>JwvOuV{D)%UPAiUGS>A^znub_S{LQ1jm=bGCxgO;FK5F@ zWterh(BBd%i(X$w4%3HeTq;zPAH;tzz@KmvtL7EX0VnfHkNjW3$L+F)cMVu#)S9ew7}OV+gz zMp#C$%O=+fygL&XU_JF1Lv>if**|$225*=D$|46o)V;Sc)bb2i&*G^seNu9}t=Z0Y z6(^W6FT;ORM8;Zn>ioMyG2efz2uj@Bg{3VTuGI~%`mHAEQQu;i ztmqy)En`6(0>lgm4<%y9|G;wqj3iX2F7Mb0Wx8GQ_grf*>iIX-qJ3_s-6mUMr2)S)Xt+UF%j+z?>!c|<2%i% zrw|-h-}>l?t{(1;Uqj}>pB52DA`R#o^R6r7v|85^>_2~Y{zSL0P7kV4H{MnAfR90H z8=eTZjm%0dES(s)guW5C-tSWIa(-ugt4;0`uLFryOgH!lmo8&I2Hyn1Q@)h#3Xs_& zg)E_#XWaRf$J-X9{?xS$Z3wCZEfMwC-ba(6j_VjTO3i#5bAAR5?1!=$Evw0hH{hZI#5!OqS9`9rfhPk-9V`D@_myMqy= zoCVbZ<=vp`;As*Pb9zUfLFUE*Qxj&o%ZO0;=G89mdYV*1%B^U^+e|UJYIJOd=8AFa zCQ_~AlW*_cLmD|of86wUoT2gJe01v~^zbRC{j|MLG?z`!f(@<=!%BENF?f2snh*t4 z%h8)Uec*I`C9q=Gw)$BJ-FUQcNinuHPl*FR;_IXlOUFpB)vx!ET*;wFwM)|2a0834 z%a`?DW5EUaofuy|H##+6ITb>}T2_2b3^(dICImEyLB&Zp(FBEa_<;bPOs`szrAp}e z@Mp_uNlBUY^i&W4|NC19{!F$?Tsm-cwzhyn6TBK-Rf(VeuPQX2yEF+--rL#nZ%V148RN5fgY>T>%~@^)la<`QGrw;igDMo2FEf12I#x5?bTW+4OXP%f+8{ z)uKig_v8Vsi!loOPV9@f1-rGX54xY;#tlO|YDX9JKVrZgUNuv@CpTTc7)`ku%$$C# z5q6&p%!8tG)~d?b4G(R%9~a2?)#G>iUcbxUnI9=SFZZur)=;0f9&ZCybt}}S#PZbL zxIUY&;VEl7&1v2CeA>Ts^RdhLA^o3VPM}e8rzxbNUcYrzMr9tCsc~GVsY2Y~>{S!e z<*;E5k1s&Fo^G<<#dzdnJZ$?G%(mE(k`t@3V6v^br2tu=y7M4La?#f=&L&3j(Z=$l zwu8r{g{47nx3+b0t$l_ksrC`QQ<22tL3Za(TU$Jz?UA^@jV($bb2{=bx?rn08);jh zU|CTWHqPnNbuadQ@`wZpisYz-W=xgxmR1lIwO}WjCZ@>j(XSV0mtis7pxXh_`~W2K zR^nZQr6AXJy%_BxpZ>wxA9@7dEQ@PESz3GCNs$8(op}3o}W8F|P zCl~DDhpVLxq%k{9j~(jne6u?_rYn@|az9;b7Vh8T*_Pm6kc_dp!*<3FOJ3TAUV3yO z#EKgWwAMPdoBgReZGvF~fr8_5Bl+q;zUq8awaa1nEdB9?7_gsfsvM?|F~4J6UOF93 z|27HzReV%xt;lPc!bz6vc~6zn*j@p+vcxMpLtKK%CgmJ8o$-VfZx?xWM4v z`sOK0=U^b}^PnfbfXauTe3;67FToN!cy*UcwRWg#V`mq!YG#q{oH~?c){Y9$^y8cdv|F{dGcrQ7KqOCt?ed+gNoNVs6S90 z0;ff(nk)+5b!p+;uWn}-4A+FTwdMR@Mn%U&Q`Lq@ozdHg3ZFkmDBj4+Apt>sPWCWU z;w8|@KsZK8XqY&Zl z_fWr#qvG_4BqP57h74~H)jwvBCGq1B5i{UAT1WRew=vjQQ`%(NMw_<_2$HAjy@1}v~B5R7}FVh$F< zN#0V#ZRP&gbm0O;&}h;s3?j6c7z*gg)lG_BELhgVBVOsfsQnAV3tuoF4ta>YEu1M@ zlQ)?O82MwOp-Z)JWw1eD9RC=WlHcAp{;ijQvuw?R*im?XlX%v%8~IhNX$ZA1lOp$J z89UY^1JCJ7 z3z}_K8JJz(G?|D;Aq>7n+E%Br&i(}%ho2jV!DaN;|2?vv{5F4)pg*)Pdhwcei8F!2 z-jO{V!wmgVFIon?aIda*z(ND~x-3iT>&=7^pZ#HtLjoA`IyVFVWuzR2Hs+4Pu{;f zy(zh}j!I>>2>%PB06%#2`|#ulgIc1AigGddv|ve1vrazg$aJ6y-%mD6S>nE5eV|n4 zcH>G6pO}pz3(Zp-q6>Y}!$&WI?x&l37l1cv{lYg4P_3tx*?brA2oJo_S-?38gbP?F z>JIIH(bHqNLcjbI*0(7P?`VCOWbnMpbNcfw5muQRI6Kg$0V48dQ|0#7i@Tt7yp0EU zYnyn2%eM(EgwX@+*54C?@bA#xr@`l|?PpBIlF+e5iG3EJZxh=|>lXcEoWP?03zvo9 zxdbgLJ_Kq$X@Uv007em)fvN=t)Js+(#=iPnsOF6#8Asqing#-3Deb_P56Pk*En zBx!5wCJ(sp(AFR~*44*493yy_GKBI+){96MZCCZ#?;bL91{(?=Epo}s zddyuBn+01xKqQ*nd4s!fy)JV6TDqS$H}JtWs~?hcohQBSFpxHzE9m~xl^Bl82@NsG zg}5hralFDSfqBME{fvc}%ig0(y^?o+59L;bi?BDquDoRfZ47hQu zkE>`9dP9xAIT)#bV||g~^u^PSoBAT#f#kQ0;!-d2mSHJ{-3R%ks4I8S66_2MKC;E9 z@wv+?yk(y&!gNFL>%MD>fE1FD@=7i@dl7ht_+hi0JZj1jESz`j6y)3VSVB)}ioQys2rfSdW>fXpxX_Se_8ws_!JAF^;flL zD+r2rW7coI@Lj=`oyfLC0=3R`FArAB2%A=&bfj6o+ES= zuSKTKa_#tg=TB~Y9^-M9ceoARPPh@lQ%aPKR5!ZG>IpWln*N-nW7Kh6mTR7FF z)gvc%%Gf#I_$<6pIXTav9FAFmcGC$nKeh>g${N+2e~i3*NY>7=Ne#{i_HnI6D#A&l5W?$M1->y#%Rsr#Z8}DCeMe zwdFx1HYAuk+$7_HI?EK)?G292<8HLK9v|hJryEA^yq~X?z2_PO~W2HCjn1Xdf%fl_b|IS1_>Rou)B} zm#tRmL0{*+w0GbIn})377&o9~<1$dXd}h*2>H1_JvHA{RsI)4#%syRrjJg5tWTET8 zKl61)d+Q57zCFe1p0>mi@2{GDF2O6Z+)o{Q=T)U%4KO^(cPy2ezrP; zerK@J&UL9S(l$Zsgs65lBH8{E6#w6^_&fSHFc(`S&&) z>}7Z*SsZ-=@vySn=EzA7*~uU4WSu(CL_;zwdgk!s8xzO307ilr*gK|oo}Sf}DW3n_ zxboAHuf!=0K)BV4jRsbrgkK?231aYzjn=F;K#Q;!P~l=Rc`U^YW~#ElUA*S_r|=^x zP)Rm48h?*ZSOLEHwYcstOvhT!fLy+=$CA46H2Z*v;O?z~?UB>ccTL6~(ih%h*6s_g zy~!9VLbIc>ud#agHATN^d=2;vqR4MefBk9oY+~px5mu9w#hof5f_+Qm(?2y2D`jH81%={$^6 z?~cD1@@nSuE32swRuf97d*oIIuTs$(82)y)_2c_OhiTM-rZL=Uc06= z*1ma!$AZA55*lp8{#=$0;eo%bNnihUl%!>Ocxyxz|XQeuEn&gE3ulvF-$> zTBmA}4o5Ob0pQ#r!^dr4mPGcd{i7IR&7c>*BqYajwVRBp_=2&GJgiZQclDy^^;ioQ zS)ea_RbH`y>Rsq;;@;+F5Z-iS)= zSk=C;F0|{D@s<)9E(E1iT#NPkTJ*|g-@?#}gZa*5QeZM(5n>OndHg=X_n`z$G1R|p zbz#}F`9TCN<3B#;&REdV=yx5VS|_$Ys`!w%HFOJZ)Ti#&#Y*eWnh$PZCke5=2*o~= z#(RJp)m2L~sHh#V*(i^E!#O|1cw^H>Q!SJCH@%fu<~yX<{%)TfhRGHl;gdXY)Xc;| z83jiGR{!>b#syEy1JK8W!n0OK7{%X-F*V$>c>Nls)T|=z@7{3QV3b`AehllWG-?K; zOG8xw%}RlkK!BeE-Ek0`~_)qW*n2v z5@#Rm6?9{GA3+(ny-^KBt?6LYzV;SwO(B4HZgPI&^g}U|r(O0N2w^54!o~`^_ai1ym3`!33+iBhQc0zwok=sdsSp*u6=XbbX+&DnO!ls z&>_a`-IvzBl@4$@o)nApYKXYAGQ9=u$ex;0j)@pk*q>s0BVA-PfQ?|R^|GfH<)74@(qhprlO z-kY12Jgd8nX;MUly!M=d;Mrr9Ud(Re6n|1SK&t?IIkpx*Grynv@uN6L5(CGS1Z-&@ zmmWs70Fr^q$w3To1uSq0R}s*O^fkc*mu=tN8^f|Kr`!zqcvKD68MnghiXwop@ywPdOOSN!`bp@h1*EI|%OPm`Do3AXH$S&W+@-OlgJ{Q1o~B1u`K|7O~@8DnwqxD+eAe ztd3x8DsrR6n<&VA7Ywlv%c}byJMgVjzM$wAypbKhQpa=SRhoKTk$iTf!7Lc#r?>|> zQ1K)Ho#0)H7SuSV#K`adIg)kY$WInf{DqhOYc-;Fm7hTkZfq~E?Ad#CZ)l!v!NEmG zn$1(%PPsG4&PBP2)~VexYKZuWbBm4@M-*j{s>JG;NRNKw25{zj!-Zi}fLW-YsWC;5 zrn@OyLRG4<*L;5|%YF}kqIaLqnd|v&eXu842)X1szH~bak&C9GeEC;#4Ixqo`+pD( zgSWYipZfhvk6lQ*%S8)?t0P7Q4LH|tOu!ekC!KnR<8`hzhubR|y_6UTUh%`K8V3q% z;cZbR`{`Y{=#kR-+&turP1OpoXj0NTe>?7G z1@py^uA&EIPcw9aYtwa;mtc70|l^}1yHdh$NR3Ctos|b6kd|?s1}LBZOL)v zFNv~|U$bnV-uKJMG@_WVB8MP}flonvi~O{7c5Auv&434G;gjP(9NB?>BC2#ytK%8i7#CH!I?ZWbK#xj9tDn-!MdmOp#pL^|k?4RP+l zN|g||0Y_kdY70U7tY%hxw zpo~ZSG`{Ymn-ljNhFy14)B zdlGM>KYseh_1MiBzGv&qji4{67}OuL_BL-$6OG$vAGJe}hyK`rj>0y)!rX`OV( zJ8z@z-h$Rg&QVE!ybNkpf^7OKqj#=4nW|e!Jbjbm(44=8lzvfozFJmeEz=S{1dCl& zpCz;KiN7**WUyKeK^HWKHjR4WzT%@IYw{t7zyp)bsiRyj6P zM^I{^&}A~z=a|5=A%q_c_yb;&r1gV&cIbR>x0o6H69jE7{nS^bW@WYQ42?5Wy_?jt zaY~LAW{X^gZc8&&vbHuPLDLv7r9nSQty5!WU+wYrvFb>63p+<;LtFRPXNid$;ybN- zQJce4RT#WwvaqG3m?L!&(hnqQ^*UdMuAdq&U!Ly%CZOr{6&(g@BH3bE_{JTCOLl!2 zZf4fz2JE+))5bqMFr{vX~cWn&AU;e-)9 z`#m4A$g@IDP77CV!j5Kkk& z+kv3E-_&gF4gEGHKEG*w^j0!yuYSH-{(609rK#}UHIONJ-_zWODOy3z<(!6-O1?E1 zx98@vTy^!#3rz-dtYu|IzhV7!#QK7>ihnrAVOxf^J_kHJXN!SZ<7;}J5_p2EF%4E} zq)DyF8fkm3Uy$?Rh;!UX4H z0wV!M(BG}(E4mO{2fkox*U3dz0KFu6d5G?5(cXqhA`R+D>B=7Z&_Bv13Uj_vrYs-U z;k;G56>mtKF!&{b0I#p@R`3o;`az7q=+tpR5wQyOUr!l+fc(Fu)<#u&P*l_wIPMw; zg3tV7ZytiiB!7Sd+pGH7bI)!4iO-Do%u_qFQg3<~NYs9=sm+C$9?tuJHdJco)l_b% zNV_)dRJqG+$v{6e?gr<@C<1&Lr8_MwjeXK@B0{cbDE6IB+1btqyw^Rsx(wN_#JUch zfygfoac=|!#A4|EoWWv9pf-KMcHN{QRCD|{JM+6w>&NbzI%-w1SiFUu=Ka(146AdU zTFN$D5>UDTfr~kWr`iWDOK}hO${l1U3zR&17W0rYw#g^XhuraXsR2KUXUPi9=qJYc ze&n>J;Ng2mU^Cr6L)vU=d_tKzt5L-exG^g2PF8rdP|oK+m}+Nu$RqZ1(SY$e*fruA zkl(y|+U`ConZWXWsi%JNx^w>&8dt9HOByVph3M!yNZMC4AYt?jJW=~5C%vn6T*&5D z8B|N+a)|?vDuQUuWCKW5xU4;)XPxNpN5NjHu%3-h+9W!OPDc2IY6}W&(j$S~;Kulq z10KTRPH}G71Zz2yaNm8Ug1a*{s@gj9tzt-|ut!BdOXp)@zMparLKQUQejVMB{(6Z9 z={cSSo9&lX7@bb0oN)7*yY(w{QdQU8gD>n_vO~-A(i$T zTsPl-qR??Lck$-|n=56)7d4LyZUzW@%^9?%1Eu^zdHSlMbS?cj`y zb5s~73$48${2o&VXV~Pm$(uzyTYtbdZ+s}uqIN_Nc4P590p)rC^BKN%u3hY8am$19 zyK*niM=g-RwpzE*)H_-HR%30%Sou_Xl{ooBg)4WdrgKrQ*P}+~g3+3>DnGZ@oW(6R zifTJMEsi8RODS#n3pFfp?P_dy!$R(ZCYTXMmgCKo5lfRebENew!4~|Qd{g&15Q$Y; zYOFLXYI_7WK$8JF;x^Wj{R1-Tn&C<^Ms4lmEzhIg;uXzIL(Qx!xFQ^89N&try7>V7 zwS%hO361?1gl4EKg@1OlvKkQa6P0(&@H4m->!P&6-ck*beAqA@V8t zE6w@)(J7Qd_9VDbK-btQb>B$mJo01rviz-^ZW2{JQ4(nyP+w{t6x0BeAK4;JF_k zbKMn3^>lIFmaRL<+bJ>9egL{nleDrkTxdiQ`PG8J$8~$)sQ$oJ8ybd{wS&)G#4qzv z_@7aEY3@iVG~4PZuB5{lmT;Nz!0!xWT*767Wenrm0W`-tU0Tn%dIs2Znl7Fo4J5Jz zPKcQT7L&&=rbcT5S6Xjd`3sMY4(V4PzcR0Wn`@Wwz&ptSPz}S2d4%^Hu)5anTj`Mb zSz8xj9hIQ=Wlr=i1h2;|Q_9h%wGtGcp$^-m87k0H7nOB>(jxB!6z|V{Y3%u3NdJUD zM5hCstir>xEbqUSdcoe*lKPOGqB%)VBTTkN>qSqCjd2f@wA$edx#?xu0QTYUXR&)f zA8h*1Z93PUE965A(fSx2jj_@)Nj1*e>2gc$Kznn+yadSWTWjt^1Z7_Qpk#p*!=;Ey zs_BN=6wZ7Kb<=%2_9;b^!2O*Y3z?tOkjQQ(7l2ZY1Z_h|pX!8yPR#eeo5$s{<3z1F zdY;mk3k{w5qO{78Lp(bkugQE<4(LqIB(&6aWf&Ln3!CaNTDdjL?%W)&BTogx>G_u+ zzs_)L^^v+weil3nLqdv$^It>dWGelSWAPi>g2mWWVCn@n8ln%*8OJ^Yc2oZ%0)JMgmBv=puQ_Ke>sLdxlv#9C z$FV~d#>n{#&&9Pjz)!nDr*zh*!53N$M-D;2F*BH71J}j6gSpYKJDP`-$%CWcbK1(f zyI!~+dYDaG{T1@Q{0EQCU7la8Z%s>OY^=O)pb&jnjSzYn1K}#BwiQm#NM1eU=iTGw zY-mU_4dR?Tn1{d#(eP+{Njcy90YduS)1hqsX=xL&K%v8s5N4>`!=HORp+i-Xw8*cb zGnkj%wHL2gD$HT9F&5WXBJ!o~DX*5c;T!Dl3~lnl5}&jE9nVc|EzZ4d-$e%u*T}M? zu%l}-KWi<!|p8C^qrb?8a|bTcV$sK139~Okgz?b+rkf40tr{sZRmYM<)txQobDs zvNPYk89RlBZ5qB&S346*MwK=Hcr3wg7#X{(C%8MvOe`g(uck*BcLOoaa)Ew1*as}F z%@QOWLw*z8x^NmY@>ajy6_Z)(#K8D6TXYUbJF`QrcEc+O%uW>{ponQ*xQy{!v)VFr znLR}OZD~(A!81ITF6+YJ=M4Py2eeSIFg@neOfx~CX*I56=_jBe#-Oc9s<%!@{_>nTN{I_?$L|w zg#fX|F0pfm^=Xh@zef^%sR^yZ%7N|ip3VU(fvv-8HVlZI)_70beD!L}+qO^sJ&$-iwqGljkZB?w()-Qo4nqMvPmN3uR>k6MRv*w=Rtb7RI%^w~Uy=-9q zJf_~7rC;E>qoKsEZH>=^GJc8%AKo<-#;Ef3O=?)0dy!-tOSTQyZjp1RSNTNu{9_B-(E^Va%z8cz2kL~ zxYAu>^&takXOSphFUo0PS17ad1wFxWA~fH0&VTeQqGxY`E>mvLyy*_`N@UyJm>5fL za#PsB=mJc6Vh^v$MJlbAGjQ92^|rk28p%SLUJu9q2EE&n{GISGI=fB|%YJ-{tcH#G z5yOKctIsx>WW*07wCgb@XoGI^+Hki-J3Ik1(uoco+u-kCK|)e@7#w;(8#bbngO>s3EySg03jPoK&*2OoIr`+4 z1vySwb|-COr%qJl&%5;vubW%0bS2?}=S8!Kmuj~*b3kj4#K1W^NfLk>V?Wfjz}z@| zxRxnlP?olE8>f3phn|CSLgAAnXn6*`gK-{{tw`|Vwe#5Xnx>P;NM8#e(3UDO1yP5z zKy$11u&|%|eb%!4nT4WT{K)${JXtU06_%B4a;(mtM_oo|CYd?-NgqDnU~*ODnDY?b zz~kb;bs3-h4DnK}y@Gl|-;!K9HI3%8uT%7IC}h2bCt_~Xtgun}GZ|tfGTX&#p25rD zk{!g{)E1Ac+}Ak*&%<7N>rB@igL{VvD1{fQy>15o%LvKybwKB~zX1mskgsZoJ6oTs znQ}xcz*9iHqhgs9&)L^7XN59PcU^R60#cPJ%lrd)h5dAzwLcaw58O2Xg`c1gvbR&U zNLNEW-gJCCMx7w*y{|J0+zY})2!f8R4yF4aM~rUJ%Eu#^`IZ>u)mUtl^+7pEgico` zZBrv{`@~AKRg{s#H>b)w_Q4FjEE3vuG5#bNK60X+%d+T@Nik7(&AGyO$1c5iVu)5P ziMe~%iz_kx_DrG)2O7YS@4Kn{>APs6*n!#OZ1Rt=!H+n0pfMc@jD;91cEiOm19o>k z?c2BDhq;YM6U{X7;cTh=>maDxp|hFzEt(*VcVD>Cp;{GY!_Ig5=8*zJKgIKST~pI_ zB}G<*vbJy)k!IpgH628<1skp>fx^$xJ(0+eD~t6`!NCHJBe{B6NXgFA@k?{lX56Z3 zV!hHP@qFa_hrLVH5#n_BfPD*@JHJ|b zg_S*JUCmO03t|$N>N(6-4C#eE;+7Anq>0V)B4eT?E>CyFSIY=r0!GNJ0T1a!zRuAu zjhn%)MlO`{g|UOewQFsmhS7^$U+sy*8bc;k(a8`M4)ynaTeB%CXUXpc@YdOD-=D2C zYaeP>jG@nFcWrD>j`QCQZP^fgdiQ?!sq6q7|I@sCoh~QDEn{(#RVc4vd|wi)Hjx8WmY2HT;W1 z$uwUV`NiNgtBG{U!S0s6ZPCyi*m`lp8n;beVCT@Dux$JU=818 zeLFYj70A1E%PXq94>w2=4`QB~6<5yoX4DNH!MHqLBhCtt@;yWnooHPDZadsryf)GD zC10{>rT*q1!j&ZKDO4HMBZTctQj_Zy2ZcQ8t8-;#*;R-bBoc&~j&naC!KeBBY=|PU z7zOY7b6S~%nt8P&OK7RBvO7w6Vz3LQ|9J`~CN}xgT^1I&vJO=HuZ)7RYOUUDk|Im< z3i9YlI8gpx<j8HVS)H)`OE1rCdJ2St~vwcjt`O2d6=gb|p zef)Bo9$57ODD;sMhijB(f!WyaoHAevtlnMnmXzC%*j`*xZj{_vn6f!m_~t3wA%qDA zR9wtlE4D`lwSsA(O~|~s=0T$4F7MlEOLnXsHvM-E`=Al_I?#g??6EHNHaNqe-U!Oq z&cWdUGtSIz;|Cwl`{SIl<$9`-{XB|i2dl!&7Ddiv?F&2{psMHaz(KFUSV_O|$Zeu-iWFVf*>2?nuh#3ULeO3$H!Dci<$L z{w`K(g~`r;$lFvRgsnLwQ)kXQV%kDSUO~OD;}&I{oY!FM@>MITF{!2eM+3LNziHGn zp#p-PY+${3ILwS4p0G}BB$yMG%{a028SKU0X8pl>JiFC?cyJBhWcd~#6w z#_3am8TqFatGxu)Jo8&+Ak%E@NMgXDlhHD)^k%Hs@QIR3<@2Vn5uM^2qncG|PPBdP zY6+}*wA4O2#8@Ec4)7)9!dSVTe`9Boa4Sv~u zXWx*hhsHAdaq}osSL1|E)^XuXn}fH&ob~B}%Sm~v>%_C7-1ctM9n;;u8if)poyFRh zyubs*2E#Fx%hN7N)DMGJ4NKJ4GSAre`VhvfTMOI+LKxO#|aPH*}V= zEcC~_-+2~nS9|;8*4UjmC){95D74uTYUF(f45QD9P2pd{B(0Ll>rZK z$q6<}OjrjawKCTihrN64$*=0}=a~#Asp_6>@%)hlQSRA2 z=RZ<0NXS|BtLT^Cxr?@_Kj?_895Q;^bm-fS?lR^H_O8`lK2a@mydc2QELSsilzI)P zzB2B12q!ovbjsfzrEm`3bHZmYU%l!v&iS-}0vkZ977Th=#nOJa`|H_NOmyN0`w1N= zO&Jov7>U=RFBKl9FydxYXvwFIUJW6G?Bq8~@o=_0#mb?@6QCp*r?--5&YC|s0YDJ-V=pkW}UYXJje$k$i;8W(^a*|l-3$I>r#^> ze~Z+US5Zo#L1AXvD}CZ^H5j| zD@L<@olR-PE;qxAj*1*?I?EznV+D8$U{(g8v+K?g4rQX|^nJnriN7T-@&9Sa`wIRF zop;yJlde{R^GT~Gjm)60R5SiZrrex4k?WU%X}sn%GTQ6tV`*6{he zY0Ep=djbRuw=AcJ34SClwKf7cOE(gzuI8*xCKUf#Z1MYiUQ{{-9nwr|5waPxqp4ov<5zpct zl&h*jR*N4Nlv(#A14L3W%!U@ml+Szh6l>2LK}SDrm%o;N%+OA?+dI;{Hv?C4_CjhEF2j|oDsaBrYp zBkN{Ex}SaqBWxjDwOV^0U$6TiD#n}9StnBd-Nzj5r#`^LthupkGUBC0Yy=%}dIO$U ze9upw4~|sxiglbhSm)3BWfH{w?r+X|BE!&6<&C2+Lj7S`MegKz)sr`Zx(!Lo)fuN3 z_|C>C@Tlto;Wr`hE7_ZQ->gfE_3P`!ShY{PRzJS7^B5NtPz#D!x%i0Ln~$CNWanAv zye-9hOfPURD(JCQiTKbHbk^t9ku`(em-u-@wf#~WU%2pQgN;6C(@L|9c|gc#%(h&* zM#Py&qf$Lj7Hxk%dP3Fm7R(B&*v58swHL{o))X52=FNM<|wuAgy2_`IlpJ3I~kf?e#jDYd$0;cv$NO zU~Hd-{n*c6A$E7Fp`{g$99n@)mOa1s(ys5z@)Q3L&AKF&2Wn+Tqt%bxcx8L5{?Hc3 z3T^o7lD{QznNipcnwb6cobxbTQz~3yC=R%m0!Q(o zsoHbGMT4SMo=mdhUR?Y~c= zLcZu3DM(x=n6oSKcK8LQvN^W_fK@h1iai_)J;n`FXoF#$aff3zSz)JfHCL$cz=+k^ z`SYfZ+($>I;H1o^kHHOfhH9 z!jP{T!9kAb0u2f=Ia+OCRcIvF8TH>o+15U1R^g|m2v{G<#{zT5fzGCwRM}z+>OsiZWy)&qC8uwt?-%@U8VRaGo*Hw`Fu*JC5`ohlnm*FEYj~#k( zBhvhjLn-AD(cH_C)|byOb+SAa)JNSs;f13sF`e@4HU(~!LAnSb1;9ww-)(%yh^xBl zk2|I=?K<%&w)ha^pR|rx>5#4Uw8QymOUK!QW@zJ@C26&paYvfUa*;(9YGp{~& zV?s#0T^Odlb!qN~1%y5^IpF)Mqg`+jTyj-rlgrp3>D(0P8|^TLsU6mPR6z{|m6ipw zOH@@V)$u!bVZK+m(n&`A;s1h=`3iX$@ZQwB=kf^6?nQ}J#05#$JEA_0= zNg_UxCE?C5=pnci6wSgm^o}HP9<^2V9X<|?p!2A)gLCdq01gt^|M0b1`2p|h3>?Tj zjo3u$h}ot3Ye&@iPk&rsc2~x?{R(H3{{<;GORdx{)4qJ*zLnEqX+!#2ygTw~opnwqQ$892fj~Zx!0uDw>VZOWf?CjYw-E*bUhQUmDsw8v_(N`IEgh00Ap$IWs~(q| zR@W}tyd2GqfrXg^T~+B%zEd(=PJh6et${dC0#q%JJu4Hhq={J`P9NFJ)%LyEgf{Uu zqG%>``F<)I>|1J1@>>{Z3Ml1VzWSyv1^mX^{2Xa|Op-kE-mt~YjU-;-R~s`JcY+02 zx#qIwJb%Nc$5d|Zd_sO|#o1)H*>2lBk6^2wlPm02AdVGmrMSaZ<_sm56fE?dv{Px4 zdDs{_+jq2|tR2Ch=I=}qwCL*gu(_`(Z7BpMw&6la?%NMb zbG;N2hH4fH^R4w+6LWrlUmMD;Nj+COa=XYttj8E~3&82>G@lRp_;w&l`+GiQ)38M0J%ay63ocEQVmi zX6&Zl;Vib=i_!~3PK|w-A7k-8DYnAHQ$iVq<*f|~7P7SkV)3p8t&yVD(nha1~U#3d&7g28W7g25tRMkK!tQvT_Q_JCn z(~<#S4NAU#sbG0MCvSx(pPT7vXSZHgm-HZrgP$WoKuZpfBf%RYG0BGI@(0zgIdD)B z-4+GKYUznF@<*OXTuDeNAuk74xN0)?%4t<{rfyj%LO^kf6ttTSVld~$zw(TDlOcw| z5ID?#3)SBh9ssmE^ebYn-ZX_COsX|L;bTy%okBJ(cHi6vWv8)W4Ut26ddR)N1pyOfIsAYHJ|gtr5_*y9C!E zw!p~`?wN9rE?A|Ujm4*4@dU${ze{)z`y8|N9ER442xFJme9Lyt>TKCy;3i{hfmZ~fIQgB zCW)nLb8*Tosz&&v-Hq+bg#XE9hFklN;6M*mNe?}zc&wmn&d5fHU zn5s>rNR-R56+mAM7ufPHE-SN2wr8+1S~`)oFwZc5 zpfrUk^o2HyR^S@tmW?V*{TTNFjPDrt6#xf(916D2#m=3*+$TqbM_UMy5rkZLiN8QV zuEc+Qo$MyG$Y7S4laI@ChT*;1==}IvWX2D0%_@n%%2@#n`Awl25W-K3UT8a zE8nPZY>K_M6?F;|%#!B_%(C66@nu01cPu=MFy8Zl9WOKGAu>c?=T0#PNwo>%5Ijiqi-1)u!jR*otQxK=*mo%rq)s;2a zZP_7)-hIDAD|(JtV3=4S{xYdM>sK^aDnv#y!_3%*f_L*1Vrn&GRjN}rCXb9BL>%4A zG&#XnWH=kJ#$f7-=E&k8Nl2c+5Wl(Y<$jp-Gv%G&Azi2%iX-_E!0Kk{QRzMN*7(A#Q*K6!x!eTqrDN3%tlSP{T=HtW=KC&bc+uEb^5_ zyeXs}ZpM9pL}->9@jV`}buGVinQwwj0KA^NM7jlHG4wt}* za9LC$+gk)jBrOYS4kA4^AF%xF?nk_i&3(Lmx@F@XAlUjJ&#p&nD_SLgtwCx%sfkvH z^68u+;oKl938KKx8eglw1-mbS!^KfiV~m)^M5?wT#`qj^Vn#O@@Ebex85XGOk6E1W zL^oLG+mHNx2wwq{=U8v%#M-QSJpT?;|Ii;*{jrW^nZ$A4O-`pSp z^kty0iu3vC41cJbi=;+gdE>sP&J*g*!5&VgqjHyaV+KiyRep+|@7t5!=^j+<4b7bz zKTPD+?)P5vluv@>zYcBK^MhhZ_sTn?;va1j+LUS32{;JW(;(idkl25&#M5Ovs1@6- zdE>IG4EY&iv;DgUvHZJ7mA3vgI}`&nosNUzfK}71KWyE|wMZxd>WM@JM&R!v$S%<*k>LrHTCqMLcje#o{ zt1Dth-3ME40IE#qn^c@(BYI+?ZcdVwO+}6SUhlZ+!NuWE9sfUGskNuuQxyig0{tYF zUL>Xsq(>JjHQ_@!$U+pH^?57!DlVn*oYlyW^Gz67*VP8lgW`=pglr&UdnXuhZcwIBN8lb_skF`Of*R;oD(<*AWK5R`@BlZ)k_h-J(@r zCQt4rP~#4I<7><%{>r}dpO5YTVaxrEQt09(?`ilvkep;wB+J?KQb$bVd(hJu(MFd6 z)<>AwWwo$yhXTXi`za4JSdzXwxJHriIm_VP#*0cHzJ31BHN6-1x1pFxkFFW18Y@g? z8qWV*GkVJ%ulPL`nH0`|do@f0eA@qRxw60nITPluRc4l**N-+YVGpWrar)mY2^cnA z_?dOUZHbfx{H)8{yIJQeY&Q}ztbqjK<@O)zBlt;n_RdD{>b2Wvy)egs5FCnlPs^J;Z8 z74Vz5jTFu8endP^P=R~|>~`2rctG61`5CC8i5(|hvH98((cAR2Bz!%3U2f5)FGsyc z+Wi?{Ylf2!P|X%pR*t+grP(0kwAo?bNIvF*cd6rGw!%xSiNdn-=_O0h)W((lSv7gx zPr9_ZAP9=UVPISU8%Nn-16g}S))#R`e4K;9p z?7Dv(} zP~K>J-urPoRH{`~*&G3)V2EPweK!?ZTQ}j)gW)kAIc+61#JJ69*de!|gBNr3_Hs)? zTbo3lF_^(&lIX-0iJ;DWMe%v?}+cfyE z*a1lT&Dm)IP8Uq@B@t*OTe}4B=wHO&rh_#!Jn>G>))5FLUF)v@#o?5o$i*7G(5&=d zjtw9}H1uec^kw%--;N+}bEh43WoA^AfWiu4@sF4q4;Pc{9kFEX0XGi^JC2Ik9|;z2 zZ?$BY)8h!3k7bzEI!oY$o@&ec`#|(Wbd-$?UWcUxHFy3RJ2+k&ofl+KJ4Ms)i!)rq zOWdA1SnqYWhx8~H*|~~8DdN(~8s<(=E+uH>M(r=qiVj56MPP}`cSp(05I%a}!(U61 zcv*5o8-JY+iJuSQdbaAL-@qz%ZYY|D&1zpA4fNGfZQcv4rz;?MbDB-g4qRvMf1kiw zlz&PM;_X7VHA!X*&aTm3=mwg^zCi#uI<~&z ztK=c9Vy(?1l2GZ!JVSN`#@SG_3dA~r6{nuJc@)?THV*SAK(kh%AFTFdKCZBXp2t2B z9VL+vXHw|%A}ZPKz2`Fw5HyVZ8)#pLX|-8@wf!vqQ>t2s!TXlFuX2xSzogK-Okjw} zrMeB-oNVMiTBN`n_O!5}X|AiKZ>MRGfk^TZ%Nm`z{=joY=wW7ifMjkv++k%gM&Q%) zIs^*4?ZMpp;eol3(l=yq6s}T`Vz=Uwi@yK8*%dY<;7ly_;uT_ezJscBm8X)Ow3hYr zPp5-VU9b?W4Vrw#uQ0sEkMzXg^~X>Jq2j2Js37Xw7b!8%SJ_mP8qs3EGVlLHUl+zo z@|rv3Da0u5$5{kt<4Jh`{24$dzPl?!4^$g|WwdWyzEbg;#LqMD!4*A(rZ!B?_88%>~8ZJ59m(5I!?A76+2 z#}g0yCtY*$&M8ljL!;=O9MKO6oMCmmqJOi4KZ*^%+`nlpHSm3gT8;Pf$NTg&Ci(38 zHB_Vb?AHzVvBGd^)6*+CYewnJ&wyQ-WwqRpw)9)7p1B0Y%c)XN_)c>iKxhQ;oXPd!Uz?hE!VhQ@U9m=rwqgHPGl$Qqs-JH7$Y=pHx?#%kX&no9B`oYMW zcsn>p*IKmmo9)tTtypcOAdq+GGT*~T>Om`CUMb3NI; zOFFW;MuJ(!HK>}o8~R%1Xrrf0vcv(h(YsB|@mPt*;Ozm3=ZE1N9;^roK=PIgAMQ22 z>E~^-W*!VkPv}bI@MDUYnv~`kSQ!e??^$xG#-?zx+!D&iL>_k- z9L;XU)Uk81)@9$hA;EaOX~9T&*3!oPb|d7{n;E8(VUig_2uTqRxU^PjVOQTyxn6h9 zRtpZ*RsbKAHqitpG`Iin`zB8_h6i z`P=XRO+&@YKyTzr$1m}^-%Lcjm$kef-J@kHK=1c7tG&e*W9YSFW8f$60J_$z_G>ps z2djCxH~z7Xp~SIh;}Cqtk@;+;rEs#k&TW9~N~xYh)(h{~nj20a1M8|dJPXTD*GV4Y z@w_~RAmrnuNrU5vntjZ6(r?nQ;PmwTGfDSs(nWHtW^5S z5%)w#ZD7WnfGt%40wYx)ovOcX+(O`JpYSe=oSDI{gin6-d3GkJV_B5Bxuc_+ z^y$ZXIJ0N$J5+Zh=|ST1RfhBO0qsLXEouF`5-L#0TltHdKy4+P{4VOj5C752h6kUu z8d@MY0k`$50c)F!Hq=cfeWdfl3|N%_GW!Nndwu#I5$?3g%d}#+8Kn^5R-d||w+3AC z&wNyG`RF;np1vxb1Sa_uzFZ|(4UAvjE~T|v;Vxpq45TNhDj_DHnfK$jU1){MTwCEn zBaB$ac%^UYf8o6^UlB8r<0f;5<45IC%ZgfY*-5)*9 z&&nzfPORyZO{IQ1N(E$-#r&f){-1bIqUQzC1-lwAXbUay*VL7`V#E`j!yo~Uo|1yQ zMvu`~Z-+nr9K(v6*pXbK>a^e0M$vt~!*0?eZmL7PpY`UFtBV&*mI1L4$suCh_l7%S zcS{*+0}DLWOYYv&BFIq}^1LYNz>@NRX<`GUOWaUnh7+gZx)n`z5g#SA?aGXOIDJZw7bsioJp6pF-GE3E4fpUaEpc#Ua#fA}YL=uK^o})y)JyyS{{H@N zanJwHum||}xaUz(c~rmkQ-dPw5L+{XMzdIuUfkGo!_$iT{0C_tk2-ZDzFm9Fy3PCT z7el0lF87C32B^U9d!4-tYcmJw+OqOolGF%&AyO%tK;84(Pn-q3w7`L+%`#UzG;~F) z^!CE$a?Lm_+iWmY{Egn}FVY??5%9y80pqj6^0aem;UO9yKK%;SWNkZ5vOX=ysW7h* z6PD>$gok(LgNW2YC)fY@bf=ci<~HgmpvN^f+1>{|H8-x^<|}@sUel8Pou0Favf3$% zZ^jfqR7z+Di*Hzo+KiH>@Lae#e}%$c9>lvwGuzlR#I(QIq_kRI`K?5=)UU7%0EQ*%FyxL$_ zLYMn&?ni){)4w1;Hw%`H#*Cf;mgK~=Tvs}Jn>VST45d?@fb&W`K+>!{Kmfn+W}Jo~ zU_w&i>eY^iegg1hpZfgm_upcWcVAxwUynrj;p<>DQ4MEchrCR>wa|vqR^NwnpsLs2 zRL{`-)?>b=7zr0c@-I#IS7LFnnu*;;jH4VAd-moDI<+CR7D9NrwF@sW-X3M+rMV}|fRx@?*ZSZzoHcd3S+nPID(d9%Nq;NxRzFap zzoOxHTWGPPqMU5+`X(S&W3(x&`>F3M44gA234~eLO(t63YB3SJv(<=>{&PSVK)6J5 z3Ut&kG5-$l|XGfi_e9rfNkc?7vC*Y$tc(E5Map9(Qo%PfQWs8!i9;ZQ*D zl$VURh;a5S;Fni`Wq>k7-mlB~`M_pp7ClD3qs`e<^k}->OcBl@FZcCc`&tFjb6i!` zzaHbG{`iYSekeqjrRn0wR9%X!gV5h>p?m%`+cblobnUxKhXlG-EvCIsxIr0N?(5Df z%KgN^J$zSJ2nZSd=SL^je+2N(=qe0)Qkvtgd&mz-W9$5pkI1qGGv{A6(>7t4lBE=1 zmnCr8$=u+|ORfuX9PkGR9}Gs-RwE#2I2op-3$z2JK@=8vaw&m&3NPv>=ZW%0%Atdk z?)Tf;>~UrTe{IqfgPSfQlO4m8HTB=8_C3K3wYgpv`9pXRE*7nce zEOmQZA_Lg0m*)j;{v43zamIW*FHi~gNEKSHnv%phSxLKkW;_H9sZoARU#&eAm^*|z z)QE%941wvjjPhZ)fG^Y`46J5;UP$J)>q13Ge2FwKcdDvqsx@QF@SbXqy`{3`KoBX> z4c3Az#ONf*UQ$8sko)3XB+9T1{Ow{TItG&hIzw4(k}u%aMgpT{uF+;1KNW2Q1(EZT zN`K5v5~u?+)4?fZSDhqZE;PCs;{otByYU!pNp!6xR$4O(5c3F1CU)?bYd6VBdaaVm zc1^-uY#M5so3B>}SQ?C8SKj%P@BSk=IyfzTh$&dl?$`lHg#HNL-pFW7S=LK)xdeyGPw_!*scbL(5A;+ z;e3*_8B(;Ow}*LPIv=RZU*GcmbqZ|1f7e<~5VSH@c7WL7=a{Xsjmt?EAY^dJvKkb+ zz2bxnkW!84LbXP?!s)Gwe{3D6@b*(%xFOMXJEan=3Y+?{IHnSwNVlXFYcq2y`7S*n z!8nC`;ABE-1S&R=_0goguS)qA<5{7Pj}x=$>#q3@B{RW#1xV$y!Q~5``v8C@?tF}X z>1QY6_sY|o)cS)!B#eT-gEBg0w(qfy45xK1e6A8k~Uzp&*kA6~SeH>bpE?cXaQ zKS)Rv%q=f3I}sa2o5}EV*q6t8A~dTl$PP1Pd`Z3(oed{`~=@qLs=#7`V}G4 zA2xk9egt!op{4RBbEzYDCTIaELXY4XpvPnE#T`uKP5le(Ld%zITp;3NOb6UWv7kk! zI%=XY0$66Qs7}>2wTSC9=(j73d-2h1Q0UpE%L2x@%}5dy@PzN#^I<<-c1MU^7chm| z?GcHNirL@r79J8oPIh?0(Xm}Dg+Ee5_wJ&i0A6eent@kKBl{?l^x=nA$t?&CUCP+qG;yQURc% zfo`90DTV(PNkg7fVr;ck#k3TP9sykv#@QLyV%yIUyP~_Y+#d!$UKn{GYopTyGiKmo zX=fp*H#(uW3{|b#dXVf0Ch58-Odz*K`+JpZ8R$M<{SKHEzS=4nnx8Jt z64{LrSq5VrnbCWDKcDxXcz?OS&gXvSo^zh_oaZ?Q{#A1&7ODN<*lYVM;SBga-dS~=C|}Qpb^9=^ehJ8$P*eLQU!Z(ZC7J{{v-aN^HV17JZZ|_fMjH%; zd=qf`$;mGez_BiL`nJZ#Ux?b3jlv(Z;O*z9IM;f)V7~}&N!x3a27K@HavHe14%W01 zA$y*3a`-&SQSH0$@#P*@j>c=3o?IHhmsM}v^kXes6WHoYkVjT+I*+Kxu}@s;yCQG- zm6)_3B;>{{9Ll9axB3#E=?MdWyh15&3Puv_d|~|!N&k9KhwXB@4%tERP33QZiz-;s z_ds=E(q3-T?AGHn);qawl2;!LN&LGr_=|R>`yhgy_CBDJr`Kb-A=cV8rM zJpUAQ?g*Y;A;;9-+m&p?s0%H7aI{Y!sdFvysC=O>zST5@tnJaNn{zJ>z~pW180wgWK54J6vcBQC~WPh^R+r5Qw#MB9i7Ty%uog{FP|EA z3?X2WbpIn8lyl@TW(5UXef(^>Blg~4BftDoKPmSSuGOC`V?c>GxKK9j^wsD3>ys}6 zYHG+qAo%iM2rBeDv&+qpnEAdT#wpKhUroX_AD(K8g$yfIX+>S#ha5j@lOA7VTQ~A1 zx!NLEZl-H+EnQAaH5{{G9D}oyQJ%)z^Oh|mKG=;-(rGiP`Zop6?;`KtO7+8Kq|VO^Im@=6PG?*_)9GeZWN-L-Eg9D11Em=D@Jw-(a{mVM z0+XnFH+Ed$&P~qtXHT(e2mCt=yDR6E0+Qn6R_3-uCPD4bc*Gj!E##4%{w#O?hKC-x0T{yJZNR2Q*86#+v2t#ZJQ4s#%^AU z)swzW5=-^f==DDmAVn|%{j#ILdIe~E`lDRJFd|z)0<1J;;#7644VQD|Y`y7$Fz3v^ zRVQ7FD%FF0D{Oj#5~r9UZ%INJNx8~MYW!EO^krImPlaypEq4!!S&tkPrC0<_2qae^ z8lP`GIcI`Z_nA%0i*Q^ia&tg?ZGXTl>Ri9s&O1Kx6PF;rbE6$`Imlkw88BYm0e7?f z9s~7ZPDJ%+>fMSDue{FBR*n@vme>?~eqqm&Z+F8ldzKuWya#2R>Qk%>vNZPprGIWK z{dQpI-r-d)x{*7MK7_4g5e_m(F;8B)LuEnW=`v=N6-XH8-mW5nYJ zwS;WuH$a8D)RfaPiwQW}ErNvha6A5moaj%$_WMD_Zq@4uRsh9pN)9J&z6=Q?!wOV&GILk6DptGPRC7e< zXYcayjhvh{GjpPoC7g4yD&~*ObAW2%TII=W7Y(;bEA%UBjW4;Tb@j8XxsA^6f0p>D zAauz4xIh#08l{&bFM6w%)piUxP?LF3zJgB?Oyr?>6|WH04lauE9z_@R2+DP_K=`eM zQI&9ULI&hQ;t} z=COYv!u7~o+!7i#w%_RvzYd>+U4X8_70?o{v^Us#1`%(&<6~oEA(G8b3ZcP|>NNo- zDU2R@4yfcPDxL8>Yk!j^GCcE!#Q>|MR$9|hQotpOli9N_eD|7^CaO;DM!Nb-Ib6D5 zQlHd{a2V*(&6X}u`jqk_fb|LO8M>skw3|Z=w5pRG`G=5~*_rV^(>}z(iA}s1Q|iL|5#5;#!0H_vaGJu-azD zVA5c)91sBRp2?;L{Dq|35`6xw^Pa@3x;PB0Ogl|R@FWg$XKdIsI6mrX`5JPz&J7#k zteXpeN2ww#XAs%x@nFxT>U4?vgq_rMn66veFoMej8kP@Z#? zO}g{&*gC$GNrrFg`I=W=h8c*ynJLe#n#Noa z$B3Lab{^SN#JC_0m$);hjCHP-M{rVL1alToZPtxQ7VgpqYwp|r~+1RQMnRhp@3D5CHzfEf4JAt;4a&6T6 ze!(eegt5Rgl}J7@;KftzWi0K49wojHG#v4QaQmcJhBh?%VI#~t9}1@9gJP=e5M6k| z*PSbh)V-}GP%e~HL$V>YN)l7fp*Y4TwT%gnzT0s)H*cj)&s`PB;Z0czW}X%|4#?n(PE(cY=ibe91;$YTAh zjP)?gO{oTOpK_Z1P`YdSKsi%M#*Y}pYz&+kcZ$~5Av%P0I=K#mG0omra2uOpH<%WZ zknZ35+T_$GhyRQFdsXiPwodhrU=7JlYaK3~@&wUq7^)kMo{<<=R_ z)=)JG0AzG;!%tg;p$8EA`5Z8#?d5Vp)zcFVT#C(TJ=1w*T8^*ly`e8Fr>^p8DPufG zDF1=X(hyaS=5lPZArd?#O2T+dV`Q9(8Yj>;%5ob5AHn{edg1+-LXV&rq_p#{Joe$P zF`e<_Kar<2;Ucs>0dv$TwFBc1om^Ur!;24evW-7Mn5^Pe%gY0C^VS*_Eq2U4zQ{a zD2jtqGjg1cS$n|Uk4so}$GA@?!W41|>OH>O4qNUch*9eQnDHON$x&OZT~w6=rH5w4an)NA=P-El#VJ=mO1R6bO7EFg@{XVO+Wd0bpMS@4;3SL5f2 z(`;^7U!y;MhEaQA49Dt}r>m6`9xJh%@U&DO`NSZ967Ih($725l;fw2pHHyNf(y44o zBkGU9-Rfi^{{|lmSX_|+JQ4_~6zy!#{jZ_16{)+Z;SwShcsWWs_rZIY7I5!F;$@2YwOIqqx2Z>;}h|=OgD{Q36Kh*ciQeT2DS&B zIH)S)X!V6vZyAhLDzDe-ccc|gm&M}JUB8sjtpH&GVNSe_fXaP7pc0u*Zzx#ZC_~nO zB|%U@Nef$CC=uanpaOX6Ft*-7`p&X)<3ss@e4 zn*s!3gh^E49hn@Y;^*#O`1t|4L73ei-3;YETR_+CyF79qHg(;ux<&td+t&&5t+-~; zpRl89(mlsCp`h8alv9`#zM$_v4%6O{^(-^j`9)MRoNLQ|ieL z;7@w#i!*N{eQY2vd*?tg0tlthO2aBJ!8ugz)Vf93ajA3~G4qBpgB;IeNaVh@|It|9 zC5i(fMbKVhycj7De|L>m_TvDYT?;*hE?&_Sfdwx>`9uXhG{@@~o!Hrp9Ii?1EZ=+h zGLDbVQgvpwE~Se8W4kzI*WM>ljsO50h}F!j63J(zLyO+Qo|i_aRv4KCn_aNsUNzf? zT~HR3zjeddJH&B$xd+cZyJf#<-zOYrWv}Wsm7iRum=iF9Ypf-na)CZ5E=f}lvFj4a zQBjOSASXw++mP%+=8j8N*`gQ)I$S=sPWj?<#oXFS-sdy4hIe^u&`jB3iv(N&Pil&Q zIsM7XQIA7qU#AoEZTTAtC3dvbz*y_AmARWwJ{#*acJ_JBk%#agTxIy#UhWUD)^bQ5 z%f~m(H)zaM(uP;{gqVAiI88@&q3&cmTRiV1R?KM9;uNHJa-~YgymYx`D|&NiyAJ;= zL1yFU%6Db@DpW(4ozII_K#M1#WGI*$XDO99zFBr;q1W#!*-_+93BFdpJs9OyU~8;LMhm9wJ6JKN2bP14r3MiX58e(C*Ga8EE{sFe^?1lU@^{hS9D11U185pUnj( z=Iz&$4Jn_ZMPoq95((>qve~0*T5lW*WK9X|k}4sYFsXLhk_+%CC}SFoAV1hy+&(3w zlBzXv2bxuUEfap8`MecB)hOg*!^W|PVhs^?mXf{nNH6*vuu?c^p9Zd>6di2K>diYn zsvTHhShQAa-^b<8I!tG7h|GuAaMNUt6~Vak*G_ zNqKeVJ9Cm(2e1CFbD4`#%z{_GhYnX!m50$ciGre>a}J)YVUL`Z`_9Bm>LNDnpGJcl z74xA=w8DU6EhDPx`TB}W9~C9Py7T@LaUAY@kdbmb8z>@^HkHDu_|^Jy zkBNUKYA7p&@ia1>Jp67`d$cXDGVRr{e}}h!6XLjFq-s5neYn+-(1=s8oGr#BSR3@z zNO1F=;S0D*)mTl0?93-(wiAKwm!PVw?gZa*7H~U41Ru{sX(8C+1voW5N&TdG z2m}%Z0%g~aVH8DS-L;9J!W}a%wyZa2(jZ;!<{9pTmy8*Sl5N2voZD?#&sud(Jum*^ zr+|~+sPr8eG*Na*hX|V&LEP6YC#P588J_2vUifOw@bWv!Ur6v>*@`Hkc(30{{|hmTon11x%+Jj)Y|Z6D zl~N}D_Tn@;0ja*&thSSh9o->Xfq&gl@6Z+YIt?OLc`Na-iUkD)wbi&9_wfp#)-**e z#0i~}9GQpz36bmCt7J1H%aGWsJnSkP^F~6p7{sN{8W@Qs>od1OlzK5WK==3vP_2z2 zi7JY!Z~Pp3yDa>skL=>pu53YdMjTM4PuKUfwOjtQ{f458;r;Q9UTteO_o?P`+cUiA zDYOj1!BrJu-O}6~zZpF{APhL`meD7N5BeeI6t|_Lh+giC<4CrC9&{-YnQoZZsGHX( z5veWLGe<}MP~*dNn1Hq-+~ID=znENnBqT{vZhwQSE zo#8iKA}#?d6sXzjDuY@YMw`>a_x$U%;6x5|>82jYQ=%_o##=hh0VwmEYBugdAHVE}{J-GGp3ClhRQQ?Ul1TOF|^shgL{R|FIpWirE zJHogRZ1siD1HnWPu;u|vIUr&2fEC!|Dn)j_tlmx=nbn=zE%9UlCPDbX)YT1j z08C<5J;0d&Cq7hSA7V_go(21O_?${Z8aE3Z^o?_lT`KOOO+H)uH((r}nZ z%cxjw+*p=Hu?Rt3w7bQe7o>J>k@LVj@2Sq4hOjfLH2|x?QrRnh`N9C1djCIL`1LPe z<{5t<0I)a}4aNqjc4WV}o*F%b|F`}^I8l#dOq=a~2NM!4SK@hgHA?Jx;8+E{)URhk zOHogklH1mYu=Bn1Y*d+ZgLB;DDzf(sO02amxva*>ha6JNXVEtS0!gb!Q|gaFsbIf{ z?#NoQ^)I9Q`XUSPw=x^#1zh7f+@HF9jh$?Q8m6BPjQ+-L#U|t;jM2lcs3_f5Uq#Di z62ivQD|^?MdEj)e-zYZ`Q`bjLa+LiGmXtlUDoe6%Y2X6%jK?;`t-Efm#!##Qp{2L< zDaUvws9dC=^!#S%#9J!E_x;K%j%23Z@&c#Tbw2?vb(jMZ3S&iSj~_f1qY?d&FPP#H9?10}9Q z4G8lZ4DM_lm@C3{N-C<8=BaXDRMptsy)Z7*)aH`l-@MjezQMjiRJRl(HjiYSNR9{H zCPDD`oPgDIycF>iMu;-;m}1^gOJ43Lz~=neEMH5FPq8MWZ#N6Sl$0y}wD{zD*Ka8s z0Rag0qY>ENPq9-xfKP!e%h0iJ7=L&Ko{DTK-2QCd z;d)o)tGr+z*SV_VRL@SrZWNISBVPY%HQuM#q8UD7N6rzkv!8h}aHEy%a9yjQkqoak zKW{w6_r0fn@+86O`y=`8R;Qe)PA{8TfNFfQGYzGp)M*jTDPGYv8*k~nfjnM9Gqpgk zi1)0^KPMKe4Au$E6->G+4S4t45Kk&(u4mZhuZe%~n4!h{_Fj9XKYpA=i8X&>c^-Ya z1-gljZh?wiu|NKPmHU|kW1M8s$18a1lpu))ba5AyQy@iDY zk!AQ);v05#A{`$IvgkYZ`Tu|U|0}bh_J6e8lKV~%*3Zf>V4SX2r1vf=chfE#y=>A8tRTJK=B#AKzNt7`aWMw@*?u|7v0S2z}wcx-m(Z%GyE9+mVUvA z1ev>o1PSZh6F*c z_Cv49>5(8*Gr=Uts^f1G1ZzW2f-qSDBna)oED3T#<(P2iW04-t0OczS*L#HG?F&~|)^ zgX5MBhY`@=yHf69){DMa`59qvLJ{sFI!*a}o%{wH_kuKZIgqUypSbYovi~Eec~SU- zw{yuw(gW7tvv{7KKc@dBsj`+~C2tHT@K0YG^athvCm|rbLW#X}U|ZI_Xehgs3MvqU zu$Sx1+c4*5tH3AD)?fCQa+;fh8@-)Mc9P)@EV=gSsT#iTm#gL)QrmZMnjP=GgQIUB z&xr7c+qm2KN!CZBH5q4jC&CR9>TBL8U&8Noq%?*V`-^6&&);!mbt#IP@_w^9Y!siU z{;LFt{z~h!@TTq+q+r0YW;+90iWt7q{+fO0*9EIS-O{(>jQ(|!w8gWU3)AIw_Vxwe z&BpAf>H6#LWfhuR_50{EM}*Oox(c0FJg@4;F3<{GdhAW!F}(69ba=y@XKYQ+q97c? z7c#9qGvA4rV}zbZF6gkY)#Sd(9`s!Gj6yKnkK-$o)oVMPO{7?Y2ym2U9O^J_C(gZw z(aK;hG|%Z=_I7#DTkA~baHzI)A@Q+)n^eVbxA@)k+1SwfUz|Z2yrYMi=g^~zP;(Ua z-g3Mm?uKirOV`@}{P3VPB^n3~8MyebUeCZJKkHhK&fk4naK4I>WAkEQmf)Qd! zdek$OOG~TDo|$Iio(r#wV__Zi>^mhvSV$1|O!~Vd$h)1tFUhO|c!@CZ&x*PP zLf5B-qkL>qsB{%xsWm4KM!&r<`}TH^59`@Se;D%kU$$zM_hs$d>bOiS+PPmEU^d20 zbo5_(oG+-W4Pk5AXN3Ope}wxoeF6KmzO+(vXWQ1?(GaMue{-A16GGluEG#cfAD*K6 zt|mQizE-$ROEWwD&&$gSNtY!MqMg&NTc@oQFUkV1<8Qif;0;Ypd*cuj+Lf}!B#4*q zTX7w06@`=e(x;91h=NhA9EWs9;CpGz*7Zog@<#Q&4{go zUk}!57;F%<$M%VKG1&Dzci>Mn!hO4RkFLq}?xJnEUop46xLG9jh4<40qvId?0H4KShq!m) z4)af{DtU&UuG)a(sl(`Ix8A zu%THOUfW1AmwzCCv&Xe5#~Xb%w`xZ|@bz;fL=Ze8QO9x0C|%!M=*AYZ5FpQuSO_#^ zoLnkwWCXgd)1O`#B|+8NBYnq9+Adq$P`u;uYZ-MS za}H=vN;Sx{Qyt>XpgWPm;AKeOClaKuIEw@c93VlWvi|p%=vy0vN^rNvfxvdAHo$hG zvDb)g>Z1(>3F0w?WFSGh3JQUd_cJHZOu7fc%RBFUT|%}+_ceDEm@rcg-9Gg)-cR0- z^NJ*^iSW^cH1%~)d>r9*on|*jFsGsu6%5Yu)sp^5M=I|HI;(e4TGgHCQjYAKp!^>U zc`EYGE~kB&(s(xF`M78k;JfqP^e0k!rNLDNzGVozaFeB_1|8|o6yO~qUEMH7+uL*_ z3}JvhbP(R}(fXZ}#IwLGsbBm`lU{F7p9?_vTijH*5tRGq|Dw#xowCS$}LK3_aT+XlUI%0C_OUEWsnad^F9=u%qg@_rQIP%_5 z=4xluLt~Di1}Il+S_-B)Fbx@Bh4Mg;P;t%N=o)pXJnHvv3c$2xCR{q>qA5+!QzFNm zR})N2a+9M15KjRJR#EuDch4O>JB!)GO0yd3RY53o zgxAa@fk)7@&VBL4HVLcg}qH%^XLI6#|}< z@y*Q+Y_}$hPBAWPxzzlExZtUzp*4-TBZ1Q>!gzMRmzUnCx{r^b4JR|v@f>GdZA51y z6ZoIC41(!>WdzLjjrJr+`)^7&z3%ae@P=9twdy9|U&B0i5TUsiivb#Kq^*6Hc5+KI7e^F{^yrGq1rFjnmpXWZl+GX043uhZ--1Iqxm92x5I-)aMPFo_4qIhJoq3L()%Xjf2s`6bKz6Y! zx0|La58CiTVPX4CaLP)Z?R?)QJn|7fpvXS7zyHo@8`Tv}o}S+*d-}>kQ}UT2h~E~| zJyqf`u`Br0YZEciW8b$t6r#}o;2>!GdUp2;doDO4Htdq)l(WDk9Zs`I5n75cIR z!WMQlMw45Ly~)p|dt&-E$x1nCX%iHM#PI6U@Dp|nJ7k0|Pcz}&<};|8pW8fNm|Qd7 z^NF!NL$d5JRxDdCMbYj`O~~-0TeRf-;qy+{j&xbf$nQ$!@>o8sEu9c-Y%E3n71&;N31pxUR%lW?Y>pmVNSBrcn@EAci;T>fqpPuo#37hKn@^@jl{O>ra3N*u=8mYxspd_L z^OK5-=;zDHE!XJvb;wHhNf1VFz_{l0W@_;ox{`uJ5BO zN-IV)JF2a(KJn_P6OkzH#Wh)(xn?#^g&oeDv*bOMBta1J<#j^wQW2U_wBhR&Chc?JWVWz*DDJe!KiXI6evVU+Z&!I%@3W(?SNOiS zjMMdnEoQ0h-KEhVwT?^*;uNngESkX3>HK6|&`dP+CiDg>rHk(0L7CTLBv!#G7f-Jm zW;p1yZ5wJHQc2^?`0Z)o*l{>(3;UW~COz8Sf=mVQ%?2&VY$w#YLCjwUyI(rfo@?=d zw;?_&sK!|$PWjv$^5p}WC4h-QGfz+B?a;enj7uX{Iv+VQm`}3FX1%nja*hvmy|6aj z@ac1qLf>po@Ygjf`p}a-^Qy+mLD9K{@nQW5Cr0O=#gC)8S~IzXORGtc_z^7<6P)jc4(?Xl9eNss!|Ov?S!O8< zEs_54LG4w4paeDfRBGSGDh$B3-Wybq$g*>B0~qYK`ATae?_c=@+j8psv^MH%STRFO zkWD$vD_m#JGN~Q3v?M{wK1V)}Vw;!v=ET~x)AYA)m&3<=F(vR0>>Oa^iek!n76IF0q*N?CoOx%6S3tt};99MEqR;0|tDgJ%(6ING>lg>qwfWeq>hgO`qy3^6-G@RU+r0d{BVlj|DLsY{Xd(-!)o; zk;GXRDA;G)=(8Bo!5091iOO7-Oh18kbE1Dfe7*=YNh64-=edK)*X#j3o1aqdc&C_L zkkruC1arN*DskkD1UbZo9F)j5tvHb58+Zu`|&-xgfV(PdT@plOhmR=i@d1QDt5Z zwPkVxcB#CEZY-+Nb7K_a|C`czhEYMO@sfHl^%RIV*s<&qwxSkY#%i6n#`;`pMs}g@=B@i5;FVJ^MD^cUU!~nicR~4IcJue+IQS-Vn(xf;+c)VsRq&uCYwoarMcE zb=bI`>QcdM<#yNP>tOtTCUp(6U04`)Xis(m)O-^NvXk$ zp%}nBYW^HLw8+E$rbo=v`GCiP^ZnyvR-V@R?WQzj9LpW&ea_cSbh_aIt!kWlxCat8 zZBOKpEIw13UR2}OXwr@0z6B5TrA75u$k1Vqt=RLO!j8JVA zx8%Q^G$iLvg>TAG?V1_!?!vqbF;~*wH$0vMcC6c2FJklpT~CkYOPzEs`K^K&oN6@j`F= z$QTJS;zQoOcGU3FbD_w624_ryWC#Vx*SySd9T5fbBA4UcJbD6u)$KJB48Q#A;aiEG%ne>+S5MVXc0~PqGyFLB7m6TH@ty4_z*`Tot$+s{$xei!D5viQ zO6GEN9{^gn4U26I&QHBxW@CzTb^Ktd{rwGvEnA0#YieDXD#9^@l8w(sCizqa_#p{D zIAz&&n0H3EVQ|6iYjfV4&+43*uL@b7=g$&XiRYG^`Do+CWk)`_4`Wyh6n`=r&EAGpZ|kAy9AWupuQ#pA4`doYuTj-s*JQIS^k!X=TNm!$s?*G| zn<;$~tmYH5G#QiIl>ii8>C%j|em(Zl@A7nM-Hkwh0UUh`7#FNJ*cFR<66{T4zM8Qb z`yg?7ifX%IqtuX-yY|ei&l2AVMLu3Ah7?~>#uwSnYZiuth1BUgIWJz$-mqWT+}Lvx z0eU%uGJ{bQ=gUM7b}sdKer+xGHaQhg52Z>y)jCzXeI&H6WERsZjM|DeiPv;@oQ>L{ zF~?u&WJ&3&s(t*WzvpKUbH~e!c(p5h>GTRK3c8f}j_@ll%a9CHb`q=HR|j`Q_4v@I zvOO=1j3L2C&0Kzw8y?*|TcVQVN1K(h4JQ6i2vJ`TwYdEx50!=%x#8v5rH0aZ%hxlV zXkYd4r*BL)Uyoe7_ACBvxBf%_Aa#r?B)&b{>e zN{P$7SR5&sd7&6BdI()W@hqNGDu%T;GW!e9P7K%txXZM!2U$(`i*F{cRV6@_#(Feo z8zYD?+|=Y@ivF~^8*QLtr~4&?N*-ID_`%qHXeBB?RRCrBiWXqhQ$F|ia3@M)&vqgR z@au`s3%j#@dLnXSuU_>Izl!?W@#^+r@!R}$uZ*#AqopJCazF}Y>I=782UPUonlkG+ z%bR^sn*048LnUu_PQ^r>6bFTNc}tyb_0@lBS>s}Z`^#Ju6hAw#=y>{NtsUK>hrRFb zc^SKzF~t`h4{TYe2P=tNs^_T!UxJ>eUw;?)35~C*0(u z_bpu<6g%8%>%~+#Mw~jT481+Igo~+{m=02WW}igk+(8%5y{dsl5cC2LlY#P#^T4yQPP>uIeP?-$L>t;m zsfN#BQ#e!`V!)fCrXpTuS|S*5cIpf8PCUq8G$i#m2j2MYX9YOgT><4RQh$*uKNQ zQKhL#85A8s?L!orOpSuE|j>FhW<+4V=FZggSWNxRj0hhL z^Da`a{eGSF&u z4cp!u;S<2-r{?%R?OBrm#aC7Zn3eB*(4B6Sa;Vb3fC47~6X5D3eVQ6q8!aInO6%>^dlGMsnd&AQXk{gqy~dyN7)w38tL)fvq#b8G-(2@ zsEu*Ue%5(M!1dPy=btNf{Et0uvnm$Y%w@b)&X7@_M{BK48N=EBCBzY^A&RZX3y;-0RH)y+B~+9Ic_NDyQAjLz8wV?-o;@e1YH zyO+RzzR=*m@9Un^O4a(|%r;*&8pdk5XahusZOVrc&VWU=A_qZofqz|O{p$q0OP2kf z<&sajf5Qv6%4Gqr0Efy5V9{t8zVXxL3^EM1rF$;#h+OO30$4<}O{_pJI05GM z^3S3VYu8z<05p&gVsH_IfuqLwn?=Gf?I)Wt)GDHWQClkA02aqvYdU zpv-aHU>78BAvp38ui-mq^9YIsG;A)?9ZAD@<up_S)fHTa=ydNK_O~h)N}0!5$1`Q| zSUd6Z#!ecRp-FvELv#>7*`0qv2haet5|S(eVCu%NXyC4we^GIqOM5O|fK-s)t9bQv zyy;Dl&kuu%Tr`_sTT)qfN26?-G+Kbl?q>eTY^QO}1UiF(U^|2KVtt{k}*vm^aw zx|Coy&5M(%XvBK8OtWI^i@S^TJJ=X2)XOH}PVRUfY3jfBi^9b_AF#C_ZJ z@4dZcsT5q>5HXw3=;wWVNx$N!d$-b5cDTUDg^WyuPo?216b1#- zh8wd?EfnjgF;6JgV*Yf$3h$1OkJI+Oe% z*L{S*7=ZovyWG~9eeQmcFqeemfGi?I20ifG5A3s>Kp>~1S`2Rx$PG40JqAQ#CkfI9 zqVCi#tuuSa`M?awR^cPl{nd9dbpz|iw+P^CL`dVWZ4pn)I|h47&48oV(gF}K`J?i7 zhpTrl{gUxU8n!anV}~jLvw6i*^ROtDaA*)yTM{iu#1*6qIOzi32z_?Z>I?(N*ILgm z=IzA?y=sF-uV5TjgHgza!amp)c8UBUs@v*W4t?7SZ@cHw;n(qLoc)$Ju$~?HCl*>u z*U3Ym=7Cd_NyZz$Q%Z^m>bQ#$xSExRNqb(QPC1pa-VY__`IGoKy0@l+cG4S$P-4vp z7J=5UFBe9PRw96;1L-GD>|0d|msfVyp$hv8xS|bM*vU$Go%y^U=8Anz?|@mq=&WSK zQ* z`cR4e8bc1P(x@l(0E&c_J3OXFooHDl!s{R^ZrPC6L9>Oag--0Mc&@MgtBAYH3k}W_H_mE472ht$;SV zC-QzgMPZ;z-GfW&y}r=#Ao(ZrioC?j?KpCTT8hD40TxNJ;3ptwrEp>+Ggs45S?upN z+#B_IMH^dG_9nObgLRks-Ra!ZuS&TSBQh|^npsBBEY^R7B`UX-Q?D?5o&TETg&)GP zlQ;{V|4mxLt`q9Pb*okWTycE%O;M*2XhioNZY_xezU6#$4HX#&;PSSPDF;ulma5gi zQkz2M%s!X0HuOQl$bv3Ei&bS}xM&jOV>duNZB%}b1W_~BJs;K0$)Y33oC1bGurg2X&-C`IbMJ?VJyJaT#B$Ez?}^7E8zJ3Vd)Yz_g8 zBJh;lvoj@cAfI;{0Z(4DUYoULIml0lTC}SJX?SFFZbzYo$ zSS#m7jV z+5=86pS-Xu`lO*--F+z&`q68?JZHUf=Szd_MalH@mk~yJHS!;>My*A09HkwezmL9;R1C>_}L!wLJCL zXVi-4v!<)o#do;6PNxZyjkIR4;W3tYRQ_7c{%2u5YccDR%RJ(gc4JWMPZ1Xgiw80r zLknP1qmPkpj2iJB&MK1WiLW$5>5AWPbY@jq@_7=0WIY{Sv90%`gD~o;LKsnwz&+Hr z@>}SlpJeZV!K%K*II31*PG2&r|3#Kis(d*he}?D>rhx!zr2!WbL=kKP8``y0A*zR| z!0`^t*`eU+qej9}6!DZvlo84@?gSFGb%>+UtSu0`+nW|U-83xIr9jwMk|60gVCE^Z zYyuQ3csK5p=>Gw~o-^};=+_Q@KJvfk^Knzklvl1E(o)IDFhV)0^{4rtyuCyQr%ph< zNxStFlR>-zf{iVBVd5mPU$n7GeGJOYG6)~V-ZpN5gM2U@q!jcStYZG(gOY~OQFOBz z)Sf{)d005fo>l0(AO%*E3e4hOXe2cmKOj`}i`)K;5I}-N8#exXdcJSrM>u^;jeGw4 zCiuUe-|PS7`dMjay%$nj-?Y?bTnSPkCO$>u7|EWZ5lm!LsNYTu!2jU{hVE`pxBT?$ zt~TcI=C$XKM^a}#L*aEPQwcspn}vaFR*!WASQE+xgUO_MyHf@f#)$RKSm` zzZf0hdSjY=}X6y_@C?Wim6j2#vch1VwuD3Hq{fD;BELm`zU&jj?5Dk zH%WoU+CbgFA)c%Jb&*Vy42A8YxWYQZ=@=eh>iD8$=e*1Z`aGQ#bF`ZWR7MWki|=lS zV0|w#;y9XrVnbY_OtnB5*~DvGwNAV#{TtBrVP)bwPCYpW)>EXo4FH9 zIURQ@IWH=A>X|V$c^42LFoR08m+*Z@T}lAeY%hhL?I2q~{kEqA5Q_d*HE+8YM&8}r ze*U;Zk3DDpnT97}6*`QY zCV1cr2OjVvTMy;B)|Q&+X*$*8R@VA-%lCg>Qgw3SyrdR?kKr9CI57hIO0FQLU;YYM zqsBLNH_oS|a^pw<#Lq{P1nJh)Sb=TE29Mh2$qfCb%piavA>ke?crtg!*Ip6^z|EqE{w=5xdU1ovauaLgYnVWnZg2Ru{>{fG1L&zd6DXL@$z z>xQ23On-ufY2RK{VJz<^$PJE|;N9jBr{6T;Pc=TIZ?TSc?ipBuk?!wof?0G+h6ItU zJgW!K*iXnBo}GO@=&QhYw5qEaBeg3gTR968;xxd(W-NvOO*!CU6rgm-rS+)1v4TId zI^=qE`g+sl6ZR7HHYHgUz-S_|kiphI8*`0j4a75!sy>=`(ly*-7V7D%{OQLISzE>2 z!0L3^D2q~k|jZe?PDBJ;RvKGLm%(!{$mC6C7& zS>kV<@*bl<)so#p`#dAlrx5%cM2-5@E{6&tIviyTV2ZdJfb2nTj@n0DcBuO^6v zb2EAA7u?KsSk=MNE8GOc)#sF9&U&hh&=rv01s3Br8V`3!knGDNY}sou`NSVvWDv7E zfY0`MKOYmZtDUnsweXn6T@BBfQ!f&vKYX439do<`jKZV#M#qz?$n_hP`DOjVC+v`( zv-EN)AMCo;EmyOSLyaN7eDRBLSzC-LCLOT7Q(1yz3E#gl81Yc^1||NXwq6+VJ}fbS zPMI_C4GyM`gGHC?(2PwW_zzQ;kNY2@Nz_n!;IHkp^c~9~*g@+(A|_@BK$Xw=!xv&) zhzw#J8}eV{>fEQ`?>jL`7Y9j@&buQc8JA=*c=bAH(YnKCf~v!hD`H0R#QX500c!mE zhPrG6^MK5YNxH3}Uk@(K7HYBZ;^M===`bK%8E&iyWLf*U-6s>J`0?H0_^T|e+Eo>+ z5ClB1*X(0b4LV%mwtM|EsI#%uAGV7>;M@kgm`pp=bhHMDEz|)`+_E_4N*t=4{e0F} zpYi9&abh1OihXm;^=qTJZYQw??Ln(}4h z@4X&?rPVIs+TBNA?ni)lzjUnn!d~Ap4;pM zhS6W39J>?FpC}_+hWwSTzGroNki4owd)s%fOCV*B1EBP`>h~9QpDoaGr1FS}${l~V zmZ*N)`pY-#Tmkq^A89CXXqWzCfS~T&c1$IraWS}J`69=@5ysdt`8n?3z0Pxm8{8SM z8SL4pyHC5FO&qUuo+^75?t}(X=s@r`n_`kW0d4|moB! zuIk%RiolMvvZQc-a(Xh?!%p*~=u0eBU{};qmtn}ukgjH)MU&gu+&RN(>RVpyi)Kbs z$MI&v^AO8V92zgBczADbDRZHtxUptqBD%`Mxw_x?p4tDb$tYKi$@>;ccpND6#~A%2 ziwuU2(}7B$U2CA{(7tA%Z2Jc45my<5j?}wInVZ{FOv*p5XIR|opmRB;pNlQIR%Ke8 z#q1VLP`g(ibTn2+WP~ndQ1GDIVT_(T%oc4DtOF$`2_!MG z-VK@vWf1QDQ_#he0eV4SMVq|f{-00tw- ze~wvXKOsQ%=J}Ea3HvZZyeUw04dnHC&A}4H*5lGv_^YO4kkrWo{j;J`2vIJ;n=YcW>Wq<4^V> zK}`61?;=kZeld9+f=c;hbK*28?uhZ2DV>fw%fJ#XHGfli3g>t_FH0Xo!2BCb^!!B} zK+tWJGb{Pg+f&g`kVlU^j3nN_sQ$b!i@BRk9h>%e zTr2BuTIMGI+O~s^H-k$5)muIRFozrPP<77))%$!7`1hmxS^gT98BFT z6Tu&3bf@|`5yy2$mvW%dxfI0czQT8Av&|=rtqa_#p1MNfo~2+L@h`lARY!mTfe~Jn z+$3JH^yZkS41QKxT|M+PRX<`mUgT#XlpmSIQ%P}UgiDZo&EX$~!qAk{Md2R!GT6^$ z93Nt|Fw$rxNit^OBD|^b@;(p_b0PkyXb9U>LL?uSsrH_Yb_~00b60Iy*`8`_&|Upq zcZZzW>qTvXxO_%6Y%d|}EE!k^QL;*%vm!$=DqQ2%ZN@vvMIIAzb1CK zLzl9_+g-zwveoQGLaIh-MJ$7%wUkhhIqo(*#v2X#DB6~i%pBkGl$ZgqRU9GCH0~D(0pnVx*9PwWzGiJ^%Drt!o_@ZKaHM%`2%~{7 z&iOl%ATBc}cZ?J7S-`QW!~y1{tM8I({MVS-yeA-%8oBFpoeRp`xH%_QZ@-ol<2a^! zW@epNwpK0ZKM+Mx_>rhUwDKmD>yH0iF%o|luus*RE#NBtr0{Af_WW3L%;*_sH9>gw z1dABgQit3AKER{sIFa@uL3>@(!Pp6b6=m*n^qCqNjB{u`rD}vowJ!fn=+X2W>0*}8 zC2uO}n-&9^eg>kHF^+=&VLy-(Rg+WC48oZTh^3tqnjSAbXZ}I!N)Sab-*1Y2^pid^ zSpoeawU?YHmjJWZ$s`C5z7e);2NpVuFtIs8`>hAJzv-=NoY|3Wp>WwE8a^uozVS}N zP536P0%$8Gdi#Lus&q;`ycMwRJMw7+1@yE48OQs@FYl);m98V*1+uBrXVL^5UOAj` zr<|mhsxq2r&ZYY#&O*5WCS20ts2#I0_p5-s;-n|cflhBYnGe}`fRh-VIZT8Sd&O^$ z4dH@3r=^PWNP!vhOQwe8F_|YO)Oi=?`G0MFR?2z&Q1xX>WHzO+wu@?ix4|F5;=qwk zZq_;y#HeTtbLI&MgB5YRquIJK3kZk$Ie|gjBHM(hR?D~`ntXAuTzqH^V4(BOX}tGK z2^F-!A^8%9wK?-tOb7Qn#-}0B#Duq1^i05yyMKVKFk+0u&PEW2W=x}1Z%&E%Qd&#p`gA1Fsmf)U8;}udb= zYSYZRT2)M}YK#n|ufkQneKGKI?A)e)QG1nph^^u>bYF}Rg>#3j7hp2qL} zS`NoE%R>F-;}jORv@db_?`*b9VJeaP^ib~xF%G=;gsH}Th7!BncbxCyeS-q%Dg4;? zRNxeN_4bj@O$buTLEBQ3&a4@(aCDq2X4avhYn9D-NDzPW8+o$fLG&f6(*+ zBKZk7^dW}YVN-Mv-$eA>5R?Ob6G6rc?uC#Bm=;r1@k0$aqsm<3bKdicc|J~7A>2jw z)?aC7M<42hVz!4OyGod%gS%cIs}QLA=ByrpEg(@n;0|#d+?rRBN$(2cE|7m7P=V9s~DnWY%=t+|<+wzqTbT_=IMAqFq}8F)$%AJF=wiHWk(pbuDCghvYL zQf7|yfy!pktmpihNDycEiSfbyIkyuMq%{WC7AV@q=as4VUJ%ofYQv66-P&@HEA*4;K}lK@J+W$KC^cBM5& zKy#>w*cU*Vwyau@a9&Fb6Vgz)tqQx(GV>)hAe*=>u z6Ci&gUw7;9{Q$cq{oNro2^V+%THg$bd-P|_fIOrN?-y_pK;ydS&wp~&cstCc=5t}A z+*uE~3PN3_Q}4$cBMGYWQ57??Ga{w*^?b#aT}oNDL`5ru=kq?FQ`>JP+@Yy|+OOe7 zKJ=w3W(IC#0*eU{zzVAof8cHGrO5aPuP1E1VQmt4N<62h14c0v0{$O48j~puwsGTV z-AyPR;0o@5+ed6QhO+;95ZOPWc5^`h?_XLSel*G&C^Kp3-ptffSFy+AoqabpEb9g< z?`|eNE#9pVWEqKl+yVnrgFkY{rrTH=IwQdC$EC=Ya}}_tCwTR*CO0}+)){I8$-xSXW|>fq8nOcK>tj^ zrZLUU?7Ima3;SVXNU-`$AXd!84VNj}?@P?5y)fAmb2gSXRqqA!BMGvJ`3d1p4`w@{ zW0_kCl@X&|Lrbl7Ze1B`vS8xom8WjFU&++5JoFn;|K`AKA?w-Gxs+0q;nm}`7XDGxzK|NN$Ao+7Wu z`EPw3xE8t6(u1 zo_SuIGJRVh2m}lTglNQOHDMtZUqvxaF1qzazoatP|7frVCMu$kC=isACDR6soYZzs z;aauzW6J^QEa-m;A&niS+JIdVhna(=Tf`tcvdR#DRZxpAix%A(3+(xB!`vqo=$h~T zk$xvIvDyOO(s;~#6WBOt+@~m>4^mi}FV2ec;}X4SrY?#!aexe z24QCn@(27j$83&KfPoUY_10QU)W!a~qVnU$Prw;<5zqrtBJjN}Wp4C8xz)cMD`j(v zWnxD`-njki$!;GvPQmKgTCS|)k*Or(xV1ysL*pOcX}psJNB$UEg8;`5kldF>YylC& z?()L-a@&raIR@zp@S&dYkN}teOCLebE zS_PY)Y^R-p^q1DdNtUgo?-PrM(;@CBzbRXWlS-|oRqUNZmeW;ZWw=Z~%+miFnHo3F zU`Bm0wg1NOr0fmPUEeKLYPbr5-=FPwZz)b)%ar#;WLx=S6%i)lpG!Qwfw0y^OF+r^ z9>IhOcIBz9a3+k{7AQ@9EiwyjVz~cX6aP^HtkO-s1opyrb!6yIslicw{tQNTuwLCO z~tU5`h6!Zy9YX$ev;i6>D02}u;Y)AZjk=*F|p}m65hncLlnQ1l7 zJQC!39RUFwCtSDg(Edyq zL(i8-(&vh8w346jn?Ai-+O_z+g1(b$mAu~$lRArc!+G7Wj9t(eiJlvji<~fc`AVt_ z1yBQK2YsPZ-Zcn13wm~uVEtHJ0$k#2o*)a_fCzk^Zj(>Ak&L*>Cr& z<#hD@uw_xwHDJgT*p_`|J|4u6$K`C8p@YcQs6P|-8yr3Su!lMIgOyqvfVEjA(!n(8p3~;mKp3mRO~#+ zq%%Xgk%<6UdX9C}nE#_ejK@SwY0l`dMi;;4J6`Cj+G9WV0|Ym|$Y1P})ZNytqua4# zzOzT}n^MQ|Rw}c1G%y6O+==zeJ{uD8i>9x<0=GU~+32F2uG_R2Tw>QeI7NP+BPguu z7R7#at~UE0q`h}EoNwDUI*3RJ6B50QgdjwV9%V>^hzKHjiwL4e?`|Oo(S-@3MUOHO zMrZWS=)L#O=w(dyo!|35-}k)lxAtCpul>hujaf5mU2gYvo#%NR$9bGeM`g&RLX#Ax z{v)rXewk$32Pbcqp3~k19(wIa5$%o+)RL*3nmM@ePoTEtCKM&!g_H}*>`a4)z!6e0 zh^}x!CoSY|xB@lheFiu7wr6jT&d=3KY)F%;z&q$*J{_% zZM$xLsP*CD)(uA&(~d$+5MtJ9FSnfC4waD6=99BRa=`9Oos12WT5J^k1YpjAwMrh& zd4=>6&8m{Ogj4nG1}A3HBy(;1d7$Lhi|d?mv}ux9p=x8LZY2>%zbULPZ{rb+81E*8 z0a~R)HZJ6UAa85SE62m}FMeJ)4T?)S!{c-d@-$x0rA2Ht(Lb=es}sT_W=k9MOPgQ; zdB&y3e+eeB{e^~?A6P){A|~($2&F?W8HV#3-3~!|=Jn9O>q!O+T)+YjNXXFm1BvoR z2Or$FOx=fm!Q##Rc>CpVLttR84f(H&K;!@TPAceRJiIcnR%6gPPlk*yJPzM8|VN0YnrOY-rI<0n@H%Q?P3Vc^`d9r00^b z06(J)7bGt9Z0N`1|t>mqIz`LYn>4=x=Y$4Gwv6Y*=yXuK)g- z$c6ZA-&KA?fo>;RMNwJQ}pmVdJ7XmL8(6w4|F0P(1hVYwcY_( z$q$daYpCEm_gVt;`PlcH+OIWC%?gsNfA^(s{R8xLjojM!sgBsA(aNSEvYR0 z{!(1Pw$0*&-ig3C(l7@moGO3C_nwz|wf@DXt&nO(U2TF1sysX^USaL$RV8GSu(C2b z98_H84D&C#^c950ho#WmeA!-s=ak?~-8Dr)Z1COv3g%eh7J_K4Va?)pk{)(nagYTf z21}Z5^noz=Xy)KYkZJ#`5QVV+uZk4&sjtl*3ku`}8ow~97jE3;s@J4_1|b@#3qS~R z65fgxDuV(4QV&F(W@X9e;{>r+sLE!!`-|d=V;J~npcp$i19sPsMXGeb?%rNX`fv8S zii1K6PWo>@^TIA4hk0Rp<-LL|#M4nDxa-0e?3-937FZn8eAh)WY&VyNd+mPugdIr`k zd34m4A4{C03mDmB+qBUGGK?>6sDXhTWy|p>(Xnr$?oy7j#;4St@*m)|hp?OOkqyc@ z?yhiAw<--Oqqk`>%#qOtH=*5Xm$K5iL>-5d(D0d?gY(K#I(7ar{F*4FY4}X>RYQvKvypS#; zKXc6ZTZzPSQvN$IdHiliLSK)|e;f)i2^Ia+*q`^gXyB7WCjgFv5j18(LZ?=}YKZ_^2wAL#=)Cl1)HbLBsB4mn{ z<-P&Dh}W45TuGFV;2Qczu+_ny;{P$r=jOTp@&4?~---Jh>bGyEyE%=KDoa1^QvcLr z>P9^Dd{ViA)rF+!A=F55)kqa9)Ev91S87B(;P#A0t>g-P(+qR{&3_j>60bgl zF_k-N%S1#x68~B8c|a?N^p(1ip7q9ww0S5O^4V!DM&=>Vo^A<}h3jD6XT4Np48rOm zB%$6CuA-URG_FOeZ;*6~oY*Pr+*2?!yc?Kv3FP3v#1wn$o2FiI*HBj@P!>;j-R-vO z!X+L2AH)mZ>n$8o}gmi5iR~tvT)bPfpj5i{!ijY})4)>fDfLT5mB}Kww z<642`bg7hS>$0lK(B1+4gd`jFJFYT~HTlm{4E0<3H?*1c*6EEymB<{(Rw&g8AYcC;+3LstPsGt=tv%Si7tl3X0vFv{C84(SBjx(} zD10eC#W?<_n}uX>HW%ShY$zJWB%fnYAFrPAJhVxIxOl4XYT)gbM2?H!>E{ADeX+R( z%t zI1ge}vzxMzaCc`>I`i|Gv=q09>HKn}@URS>RiD*p6*^GLG7NkQp1ltUX^p3jh5qs;Anj9byv1?d0zjT5B-c z^apZACA@n9!tEIhRiNETj}(Xk+>-?9FOW`SLan>3q)>oKMluNRPqyJB^dN^-U{NiB zq&ejVTYl|}LHW;R{xYhT$iHt+;h(1hWZ&0PxFY z%ROnqr!GZcPqyn8MT<5csF9t4`4!p+i&>h?g)8hER}weJ2pka#izv^BXCe}_vkDE& zQg^Ph?Mfzh`_@1&HvFVTYX(N)F;NGO7=`wM)#i@I)196pD+%VRkOHdXx1G6zf?Y zYKEUN=N(FncMt35BkLZ$87%<)j*dZ3sjRYCiqX_dv!N!uUMJW|?;8MtzTxTiz2bh? z!m`GxAUI}c{kv|0$6LDO1Ezy`3COvf)RK0U8VLxWmhj_x;K$(ZN9F$`syj9V>AoEN zH2fI#S2OX?Lmw+vBY>E@L1+&2dK>LAuLhzru_uAb`di6!8FIx(Z)@mYRX71_0JI*s=>qF&4JD#i1bA87p9Kfhc;HQTnzBY&YPbN(R*3wmFw=*JW>^yc~G;N zy`lbHfj;C~VMl#03AdmjZA6Vn)+w2C(5_m9%&B zeWPa)%Hnq8qVmV=ieKLXzY^0g=CUr*M3RwRcY=L?T2q ze`?Ctwzv*h+rU-ak zG%|wcN+Y;gK4tWxE}*!BsTqs&NdD|8my>lvozI;HW%|PIx+KFw4WfDG&A>Ym}4myq=1R-WSPe8d+bA;~B~?I6LT(LDawq=mD>gMO1l=N0N<0 zo~ym=RTZ$;{U++|FS$%vrI@!YYLB)to$ySu%bhP!k zrQPUS?-_3TeZXW25Ur=6lOIV+1Qxh`5ajJ(bzw@0gOAsQGiaL}bd;u=M2A*q1MM>W zZD)y)h%R;gFhxEZi%v@#j zw;SW@VJ`VqQA97l5`1j?k6M#EncC~6;xKT2*p%@+XDI==DQ}}LOP6S4R~4IQrzT+M zc@RoHS&#%fBLfkO`hP9)pCkd1@`ErHAo_9|ve>q#nf1xl^Ic+mUT*hW6zZ|BjVY&} z(nY7hqm^Re-7i7AO%tn=rP%{Gr7XSLCJ^Ffd866R6Gidpoh!x{HQ=7#IO;k2SxTfp zXG-q&g!Ev0mwc==1FYF?aYwSS{mXOy;da6-?z7 zqP)GGERK@-WS-aYA`!}y;&#lmKM=CbP&=zd-AU;QLsTiRquXKYsmZzs|_cQj#cBUp3 zS>HHHCJrLGv6qLgMlyqZr?FenO>95PC3NYFw;UpSlQ=(n>n~nsVCIAJ2zz|R$dE|j4+gv$ymb%sgn%qdr)Hq8_&F0k-CD99v1f>TJj@qYc5mVZ_Q9vCl9^gW zEEO2lCq`c!epqVT=q;+0#6@bk-%iC)FH*fPck|^Mp6eg9iGSGjz@hcon>-GPu|srZ z4rsH5qHa1BYvcK8Gw7l~xk0q7D0RKIHfa*QZrB3x$Z0{J1%N4x{bfuoUkxz0FpC58 z@$GVahY>=S*c^18rH4zvTLtj%~(Mz(oGeM8O z2iC+_f99sYCf1~bI0J-!G@(3QAb@AO3EQhh&y!q;L>^nhnAI4_S{H`|LTpPAHT zh-ct!P1`4GB?AQoNnqlwt|0f2bqDaH4FaKkozAIIUi& zWmKt}Wr@ttX}D6YO4-8j^E+&}y=j9aSFaokEYu>y7rp@U1Gdiwd5f+rY^Xiyp4XKl z!|?=3dq_F28;$M-H_;d|oqA<=*by06sVRCn+&7@%OZUIL%>->e5hj?@pKP+WrLL_} zx-H21Y*8*ylL$gEM(_$mp1eT=EKsi84F(6h)C;{jKO`9F%#F_yfo2lak#yVzZMyYB9yBo?3{7yizf4`puhN z_4YjnK^gDV0|8A;(W6_3hirrStFx3=XnHB>1s^?YGM~q*&#gOB#)+#8kTC{dFVcR8 zS1g99k(9aXHTv*0GVmokr`y>+VD(p{kaY={eSI(+Wvy4|h`LP2DP{L8S=TY6qDOyb zU%26(*x@zT>PS!f=V$4xDA%(k4!0j0v4wiyjymUwz&GDG?tys9BTTjkByO9If43Hb zzWM{{E#qOB4R>hE7u!b^KLVwFJkVw%?&3Ync-hFuiO_z_&J2FG(@&&EZb2H}6tCdbA>#-|kftVJ4q1-o&sQo7Pj}AeB1mrvp3jkxjMc17r3H z1ss;EY~(y1wr2!muIDkTsah{<7omZ67iTbI|8!OEW0(B=ktBm+{Obt=491Wa$7tcr z2tsuVyLj|0xCPpbf{i@(?D6tsXi#bZT+%XoGCP}~17J_uG4LfbeVp+RQm!9WP^N!W zgqX0@eJ(u!L25)O3oubsgM=(Jw5+`Hb*Nj!V=rQpVhsM1^)OFw9gogV$>0$&kzjjY z@s8V#$SzCVW?A1ZSXLbJFitllzSsO7xof&|=>#f8zl$|~PJwUxEYj~gU@newuw>c- zWqIoCi36_@=tv^v8rL&!xkD#vW>Di zW#aOeLZ@DRBo_0@tnVk7Xu1W3eE027F!oI!PqmExGqorxs#I~pD@=>w$APsbS!VS+ zuZzVY?-E-+Gb^h<6u2BXh_q|MT?{Adt-gCp3>Vs;eO_W}du;tC(|fzi=RHAHDlQzOl%d|vkP}m(^54cy72SgB@ACs@s-2eW$TCnCN?-{v3_S}oqdc{VDq`)C#iqSPOO=a9Z~ROq+^!@+co`4;t})oTP?f_GY>R%2faD5JTPOAC` z;uiy8MV3=8PE8n5EU`gKP0CYDRWd(@3Y zVQ<}o-Dw%sY!ELK{Re_IMig4P!|VIs|3plD)}Z|t@KNmD)k!H znsO)p_`P|I#LE@#fj7Yzr-10)9{JZxi$`fU;3eGRoPAuv+@5(?tj78`JD?8w zYcEb#k!hp%7NNv)$ktKUbd#a4K0E$ul49s|@PQ*D`OiGUh@fCYFRNK}!aSF;XRzyM z0!c5C?cDjIJ;@AEOL(zRluAn@Dn?5(qCkn9AHw_lNuGCO!4U}z<(D2kAdbRtFu#Ci z*c@Xp3<(kyhu&a<<<}|h7g@Jn_eisBJZVW>VDG-}-;ph(a_0}kOc7#H_W^!KmT{J> zbhgwQLAzC{uk$OXe>QT7@c^lhOp>~X?RvS_n=F#QrVZRGjitZw#A$50JJq1rZ%|NMv}R*svI0-H z-$7OaC-vej?r~+wi>VP+zp85yTMSoJ_sa%YBg-f~+b}s_ z6cr&N9}$QE`?C<-yFn?r3&w!f#b2vTRq;a?qqkg-?-6&9c!%U4YsT&intOwK+t-gg=&Rm%D5^ zK9a`F8&KclE^&U5Uaox()Bcp9$lurm3(-zOvwH#|=k_NadZPi}cdX~7g}NBc>b?>= zh%>96XkSL39~H%i@|4|Fi+tcJV^8@x?{n_Puv;vcFyz)F&JDr#(%n$4=oxqO2?;U? zKXsi39>hYzo$Hvx-o=*{WPIC<v2#$56%V75tbC5L!wamyy_X>L~2Z_(RfuB_!El}icniAfWdw8!d8B9jXA z!6(`dY*=<*)J6*R0KE8+%fzL5-}l&Ft*v}cfCp1Uo$&`^Wu3?VCCSU+`PrK4UL+